warning: commands will be executed using /bin/sh
job 2410 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	3
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 2239757 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 39214 members 
Mstep: Class 3 contains 39234 members 
Mstep: Class 4 contains 39125 members 
Mstep: Class 5 contains 38914 members 
Mstep: Class 6 contains 39240 members 
Mstep: Class 7 contains 39119 members 
Mstep: Class 8 contains 39450 members 
Mstep: Class 9 contains 39066 members 
Mstep: Class 10 contains 39354 members 
Mstep: Class 11 contains 39417 members 
Mstep: Class 12 contains 39014 members 
Mstep: Class 13 contains 39251 members 
Mstep: Class 14 contains 39614 members 
Mstep: Class 15 contains 39521 members 
Mstep: Class 16 contains 39382 members 
Mstep: Class 17 contains 39366 members 
Mstep: Class 18 contains 39345 members 
Mstep: Class 19 contains 39229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1433.979004 but Gain 3353.769531
Score: -130831480.000000 Penalty: 60367.855469
Iteration 0F: 19 clusters Score -1.308315e+08 nChanged 706809
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6626 members 
Mstep: Class 3 contains 13226 members 
Mstep: Class 5 contains 21920 members 
Mstep: Class 6 contains 20263 members 
Mstep: Class 7 contains 36251 members 
Mstep: Class 8 contains 8483 members 
Mstep: Class 9 contains 50644 members 
Mstep: Class 10 contains 15982 members 
Mstep: Class 11 contains 111334 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 36089 members 
Mstep: Class 14 contains 8136 members 
Mstep: Class 15 contains 17910 members 
Mstep: Class 16 contains 133453 members 
Mstep: Class 17 contains 9283 members 
Mstep: Class 18 contains 221636 members 
Mstep: Class 19 contains 24412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2302.744873 but Gain 3353.769531
Score: -135251664.000000 Penalty: 57014.085938
Iteration 1F: 18 clusters Score -1.352517e+08 nChanged 330683
Entering Unmasked Mstep 
Mstep: Class 0 contains 1402 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 5 contains 21432 members 
Mstep: Class 6 contains 19510 members 
Mstep: Class 7 contains 45156 members 
Mstep: Class 8 contains 1458 members 
Mstep: Class 9 contains 144319 members 
Mstep: Class 10 contains 13402 members 
Mstep: Class 11 contains 163984 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 51400 members 
Mstep: Class 14 contains 2568 members 
Mstep: Class 15 contains 8578 members 
Mstep: Class 16 contains 81085 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 160101 members 
Mstep: Class 19 contains 16373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135841552.000000 Penalty: 57014.085938
Iteration 2F: 18 clusters Score -1.358416e+08 nChanged 282715
Entering Unmasked Mstep 
Mstep: Class 0 contains 937 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 3 contains 15069 members 
Mstep: Class 5 contains 32549 members 
Mstep: Class 6 contains 23758 members 
Mstep: Class 7 contains 69914 members 
Mstep: Class 8 contains 1386 members 
Mstep: Class 9 contains 99371 members 
Mstep: Class 10 contains 14418 members 
Mstep: Class 11 contains 112252 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 94984 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 2848 members 
Mstep: Class 16 contains 131445 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 117487 members 
Mstep: Class 19 contains 19366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136127504.000000 Penalty: 57014.085938
Iteration 3F: 18 clusters Score -1.361275e+08 nChanged 223281
Entering Unmasked Mstep 
Mstep: Class 0 contains 604 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 3 contains 23619 members 
Mstep: Class 5 contains 56539 members 
Mstep: Class 6 contains 33357 members 
Mstep: Class 7 contains 117357 members 
Mstep: Class 8 contains 1582 members 
Mstep: Class 9 contains 93556 members 
Mstep: Class 10 contains 18141 members 
Mstep: Class 11 contains 80706 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 109757 members 
Mstep: Class 14 contains 3079 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 83635 members 
Mstep: Class 17 contains 3198 members 
Mstep: Class 18 contains 88840 members 
Mstep: Class 19 contains 27525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136384112.000000 Penalty: 57014.085938
Iteration 4F: 18 clusters Score -1.363841e+08 nChanged 206105
Entering Unmasked Mstep 
Mstep: Class 0 contains 439 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 3 contains 29630 members 
Mstep: Class 5 contains 83387 members 
Mstep: Class 6 contains 46130 members 
Mstep: Class 7 contains 78137 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 72706 members 
Mstep: Class 10 contains 22392 members 
Mstep: Class 11 contains 87776 members 
Mstep: Class 12 contains 1797 members 
Mstep: Class 13 contains 87370 members 
Mstep: Class 14 contains 2727 members 
Mstep: Class 15 contains 975 members 
Mstep: Class 16 contains 99926 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 90282 members 
Mstep: Class 19 contains 36658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3234.836182 but Gain 3353.769531
Score: -136555936.000000 Penalty: 53660.316406
Iteration 5F: 17 clusters Score -1.365559e+08 nChanged 149210
Entering Unmasked Mstep 
Mstep: Class 0 contains 313 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 3 contains 33005 members 
Mstep: Class 5 contains 94069 members 
Mstep: Class 6 contains 63158 members 
Mstep: Class 7 contains 82623 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 74296 members 
Mstep: Class 10 contains 26376 members 
Mstep: Class 11 contains 69782 members 
Mstep: Class 12 contains 2054 members 
Mstep: Class 13 contains 88632 members 
Mstep: Class 14 contains 3360 members 
Mstep: Class 15 contains 766 members 
Mstep: Class 16 contains 81388 members 
Mstep: Class 18 contains 74664 members 
Mstep: Class 19 contains 48273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136665312.000000 Penalty: 53660.316406
Iteration 6F: 17 clusters Score -1.366653e+08 nChanged 123037
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 3 contains 32530 members 
Mstep: Class 5 contains 88957 members 
Mstep: Class 6 contains 81094 members 
Mstep: Class 7 contains 71142 members 
Mstep: Class 8 contains 2113 members 
Mstep: Class 9 contains 64887 members 
Mstep: Class 10 contains 29043 members 
Mstep: Class 11 contains 67787 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 86644 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 677 members 
Mstep: Class 16 contains 79691 members 
Mstep: Class 18 contains 72902 members 
Mstep: Class 19 contains 61667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136725920.000000 Penalty: 53660.316406
Iteration 7F: 17 clusters Score -1.367259e+08 nChanged 98878
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 3 contains 32056 members 
Mstep: Class 5 contains 88829 members 
Mstep: Class 6 contains 90408 members 
Mstep: Class 7 contains 62224 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 57819 members 
Mstep: Class 10 contains 32258 members 
Mstep: Class 11 contains 65531 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 85691 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 15 contains 627 members 
Mstep: Class 16 contains 74439 members 
Mstep: Class 18 contains 67953 members 
Mstep: Class 19 contains 79192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136755248.000000 Penalty: 53660.316406
Iteration 8F: 17 clusters Score -1.367552e+08 nChanged 91822
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 3 contains 32697 members 
Mstep: Class 5 contains 88007 members 
Mstep: Class 6 contains 87111 members 
Mstep: Class 7 contains 55638 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 55429 members 
Mstep: Class 10 contains 36991 members 
Mstep: Class 11 contains 64177 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 84453 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 15 contains 601 members 
Mstep: Class 16 contains 70680 members 
Mstep: Class 18 contains 63783 members 
Mstep: Class 19 contains 97517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136774208.000000 Penalty: 53660.316406
Iteration 9F: 17 clusters Score -1.367742e+08 nChanged 79726
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 3 contains 35226 members 
Mstep: Class 5 contains 86995 members 
Mstep: Class 6 contains 85324 members 
Mstep: Class 7 contains 52979 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 53604 members 
Mstep: Class 10 contains 44508 members 
Mstep: Class 11 contains 63557 members 
Mstep: Class 12 contains 2127 members 
Mstep: Class 13 contains 83260 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 594 members 
Mstep: Class 16 contains 66028 members 
Mstep: Class 18 contains 60313 members 
Mstep: Class 19 contains 104784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136795136.000000 Penalty: 53660.316406
Iteration 10F: 17 clusters Score -1.367951e+08 nChanged 65516
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 3 contains 38896 members 
Mstep: Class 5 contains 85963 members 
Mstep: Class 6 contains 85040 members 
Mstep: Class 7 contains 53165 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 52733 members 
Mstep: Class 10 contains 55290 members 
Mstep: Class 11 contains 63494 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 81905 members 
Mstep: Class 14 contains 3428 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 63354 members 
Mstep: Class 18 contains 57611 members 
Mstep: Class 19 contains 99206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136829120.000000 Penalty: 53660.316406
Iteration 11F: 17 clusters Score -1.368291e+08 nChanged 65745
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 3 contains 41724 members 
Mstep: Class 5 contains 84702 members 
Mstep: Class 6 contains 82880 members 
Mstep: Class 7 contains 50219 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 52497 members 
Mstep: Class 10 contains 69823 members 
Mstep: Class 11 contains 63112 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 80640 members 
Mstep: Class 14 contains 3478 members 
Mstep: Class 15 contains 584 members 
Mstep: Class 16 contains 58335 members 
Mstep: Class 18 contains 55873 members 
Mstep: Class 19 contains 96912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136845264.000000 Penalty: 53660.316406
Iteration 12F: 17 clusters Score -1.368453e+08 nChanged 61546
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 3 contains 44588 members 
Mstep: Class 5 contains 83122 members 
Mstep: Class 6 contains 82402 members 
Mstep: Class 7 contains 47705 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 53203 members 
Mstep: Class 10 contains 75624 members 
Mstep: Class 11 contains 63530 members 
Mstep: Class 12 contains 1983 members 
Mstep: Class 13 contains 79892 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 53860 members 
Mstep: Class 18 contains 56311 members 
Mstep: Class 19 contains 96526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136854592.000000 Penalty: 53660.316406
Iteration 13F: 17 clusters Score -1.368546e+08 nChanged 48029
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 3 contains 47757 members 
Mstep: Class 5 contains 81433 members 
Mstep: Class 6 contains 82122 members 
Mstep: Class 7 contains 49460 members 
Mstep: Class 8 contains 2386 members 
Mstep: Class 9 contains 54618 members 
Mstep: Class 10 contains 72871 members 
Mstep: Class 11 contains 64615 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 79083 members 
Mstep: Class 14 contains 3574 members 
Mstep: Class 15 contains 582 members 
Mstep: Class 16 contains 52281 members 
Mstep: Class 18 contains 57763 members 
Mstep: Class 19 contains 94792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136867872.000000 Penalty: 53660.316406
Iteration 14F: 17 clusters Score -1.368679e+08 nChanged 36158
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 3 contains 50783 members 
Mstep: Class 5 contains 79853 members 
Mstep: Class 6 contains 81830 members 
Mstep: Class 7 contains 50850 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 55291 members 
Mstep: Class 10 contains 70189 members 
Mstep: Class 11 contains 65153 members 
Mstep: Class 12 contains 1903 members 
Mstep: Class 13 contains 78391 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 52712 members 
Mstep: Class 18 contains 59195 members 
Mstep: Class 19 contains 92546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136878480.000000 Penalty: 53660.316406
Iteration 15Q: 17 clusters Score -1.368785e+08 nChanged 30952
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 3 contains 53694 members 
Mstep: Class 5 contains 78067 members 
Mstep: Class 6 contains 81271 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 2390 members 
Mstep: Class 9 contains 55612 members 
Mstep: Class 10 contains 69085 members 
Mstep: Class 11 contains 65603 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 77908 members 
Mstep: Class 14 contains 3717 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 53419 members 
Mstep: Class 18 contains 60608 members 
Mstep: Class 19 contains 89965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136887136.000000 Penalty: 53660.316406
Iteration 16Q: 17 clusters Score -1.368871e+08 nChanged 26911
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 3 contains 56544 members 
Mstep: Class 5 contains 76359 members 
Mstep: Class 6 contains 80621 members 
Mstep: Class 7 contains 51925 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 55813 members 
Mstep: Class 10 contains 69312 members 
Mstep: Class 11 contains 65915 members 
Mstep: Class 12 contains 1850 members 
Mstep: Class 13 contains 77367 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 53808 members 
Mstep: Class 18 contains 61861 members 
Mstep: Class 19 contains 87242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136894656.000000 Penalty: 53660.316406
Iteration 17Q: 17 clusters Score -1.368947e+08 nChanged 23207
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 3 contains 59192 members 
Mstep: Class 5 contains 74719 members 
Mstep: Class 6 contains 79929 members 
Mstep: Class 7 contains 52156 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 56164 members 
Mstep: Class 10 contains 69544 members 
Mstep: Class 11 contains 66213 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 76807 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 53839 members 
Mstep: Class 18 contains 62997 members 
Mstep: Class 19 contains 85182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136899152.000000 Penalty: 53660.316406
Iteration 18Q: 17 clusters Score -1.368992e+08 nChanged 20553
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 3 contains 61700 members 
Mstep: Class 5 contains 73108 members 
Mstep: Class 6 contains 79418 members 
Mstep: Class 7 contains 52389 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 56461 members 
Mstep: Class 10 contains 69917 members 
Mstep: Class 11 contains 66499 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 76331 members 
Mstep: Class 14 contains 3892 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53722 members 
Mstep: Class 18 contains 63927 members 
Mstep: Class 19 contains 83245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136903344.000000 Penalty: 53660.316406
Iteration 19Q: 17 clusters Score -1.369033e+08 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 3 contains 64054 members 
Mstep: Class 5 contains 71582 members 
Mstep: Class 6 contains 78797 members 
Mstep: Class 7 contains 52478 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 56836 members 
Mstep: Class 10 contains 70191 members 
Mstep: Class 11 contains 66753 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 75939 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53674 members 
Mstep: Class 18 contains 64853 members 
Mstep: Class 19 contains 81515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136908272.000000 Penalty: 53660.316406
Iteration 20F: 17 clusters Score -1.369083e+08 nChanged 16689
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 3 contains 66352 members 
Mstep: Class 5 contains 70074 members 
Mstep: Class 6 contains 78172 members 
Mstep: Class 7 contains 52678 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 57338 members 
Mstep: Class 10 contains 70360 members 
Mstep: Class 11 contains 66809 members 
Mstep: Class 12 contains 1803 members 
Mstep: Class 13 contains 75574 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53668 members 
Mstep: Class 18 contains 65561 members 
Mstep: Class 19 contains 80018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136911376.000000 Penalty: 53660.316406
Iteration 21Q: 17 clusters Score -1.369114e+08 nChanged 15237
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 3 contains 68638 members 
Mstep: Class 5 contains 68576 members 
Mstep: Class 6 contains 77563 members 
Mstep: Class 7 contains 52922 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 57827 members 
Mstep: Class 10 contains 70439 members 
Mstep: Class 11 contains 66791 members 
Mstep: Class 12 contains 1810 members 
Mstep: Class 13 contains 75229 members 
Mstep: Class 14 contains 4116 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53623 members 
Mstep: Class 18 contains 66344 members 
Mstep: Class 19 contains 78576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136913760.000000 Penalty: 53660.316406
Iteration 22Q: 17 clusters Score -1.369138e+08 nChanged 14322
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 3 contains 70934 members 
Mstep: Class 5 contains 67060 members 
Mstep: Class 6 contains 77025 members 
Mstep: Class 7 contains 53111 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 58353 members 
Mstep: Class 10 contains 70541 members 
Mstep: Class 11 contains 66873 members 
Mstep: Class 12 contains 1807 members 
Mstep: Class 13 contains 74851 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53469 members 
Mstep: Class 18 contains 67064 members 
Mstep: Class 19 contains 77160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136915712.000000 Penalty: 53660.316406
Iteration 23Q: 17 clusters Score -1.369157e+08 nChanged 13587
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 3 contains 73352 members 
Mstep: Class 5 contains 65540 members 
Mstep: Class 6 contains 76598 members 
Mstep: Class 7 contains 53496 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 58787 members 
Mstep: Class 10 contains 70438 members 
Mstep: Class 11 contains 66888 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 74486 members 
Mstep: Class 14 contains 4314 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53347 members 
Mstep: Class 18 contains 67773 members 
Mstep: Class 19 contains 75641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136918704.000000 Penalty: 53660.316406
Iteration 24Q: 17 clusters Score -1.369187e+08 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 3 contains 75907 members 
Mstep: Class 5 contains 64264 members 
Mstep: Class 6 contains 76205 members 
Mstep: Class 7 contains 53797 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 59092 members 
Mstep: Class 10 contains 70162 members 
Mstep: Class 11 contains 66957 members 
Mstep: Class 12 contains 1804 members 
Mstep: Class 13 contains 74220 members 
Mstep: Class 14 contains 4424 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 53108 members 
Mstep: Class 18 contains 68335 members 
Mstep: Class 19 contains 74192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136921088.000000 Penalty: 53660.316406
Iteration 25Q: 17 clusters Score -1.369211e+08 nChanged 12519
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 3 contains 78568 members 
Mstep: Class 5 contains 63140 members 
Mstep: Class 6 contains 75812 members 
Mstep: Class 7 contains 54043 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 59395 members 
Mstep: Class 10 contains 69841 members 
Mstep: Class 11 contains 66956 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 73982 members 
Mstep: Class 14 contains 4547 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 52923 members 
Mstep: Class 18 contains 68817 members 
Mstep: Class 19 contains 72639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136923792.000000 Penalty: 53660.316406
Iteration 26Q: 17 clusters Score -1.369238e+08 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 81433 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 75512 members 
Mstep: Class 7 contains 54296 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 59637 members 
Mstep: Class 10 contains 69392 members 
Mstep: Class 11 contains 66882 members 
Mstep: Class 12 contains 1813 members 
Mstep: Class 13 contains 73746 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 52744 members 
Mstep: Class 18 contains 69236 members 
Mstep: Class 19 contains 71071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136926336.000000 Penalty: 53660.316406
Iteration 27Q: 17 clusters Score -1.369263e+08 nChanged 12515
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 84501 members 
Mstep: Class 5 contains 61101 members 
Mstep: Class 6 contains 75218 members 
Mstep: Class 7 contains 54522 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 59818 members 
Mstep: Class 10 contains 68882 members 
Mstep: Class 11 contains 66818 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 73526 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 52654 members 
Mstep: Class 18 contains 69459 members 
Mstep: Class 19 contains 69323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136928320.000000 Penalty: 53660.316406
Iteration 28Q: 17 clusters Score -1.369283e+08 nChanged 12331
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 87851 members 
Mstep: Class 5 contains 60200 members 
Mstep: Class 6 contains 75052 members 
Mstep: Class 7 contains 54826 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 59941 members 
Mstep: Class 10 contains 68379 members 
Mstep: Class 11 contains 66689 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 73348 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 52470 members 
Mstep: Class 18 contains 69540 members 
Mstep: Class 19 contains 67352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930416.000000 Penalty: 53660.316406
Iteration 29Q: 17 clusters Score -1.369304e+08 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 91701 members 
Mstep: Class 5 contains 59406 members 
Mstep: Class 6 contains 74977 members 
Mstep: Class 7 contains 55051 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 60009 members 
Mstep: Class 10 contains 67815 members 
Mstep: Class 11 contains 66339 members 
Mstep: Class 12 contains 1844 members 
Mstep: Class 13 contains 73228 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 52034 members 
Mstep: Class 18 contains 69623 members 
Mstep: Class 19 contains 65244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136932256.000000 Penalty: 53660.316406
Iteration 30Q: 17 clusters Score -1.369323e+08 nChanged 13833
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 95342 members 
Mstep: Class 5 contains 58679 members 
Mstep: Class 6 contains 74952 members 
Mstep: Class 7 contains 55286 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 60056 members 
Mstep: Class 10 contains 67273 members 
Mstep: Class 11 contains 65897 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 73120 members 
Mstep: Class 14 contains 5463 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 51642 members 
Mstep: Class 18 contains 69613 members 
Mstep: Class 19 contains 63291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136932256.000000 Penalty: 53660.316406
Iteration 31Q: 17 clusters Score -1.369323e+08 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 98041 members 
Mstep: Class 5 contains 58016 members 
Mstep: Class 6 contains 74979 members 
Mstep: Class 7 contains 55511 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 59919 members 
Mstep: Class 10 contains 66952 members 
Mstep: Class 11 contains 65625 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 72983 members 
Mstep: Class 14 contains 5741 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 51333 members 
Mstep: Class 18 contains 69411 members 
Mstep: Class 19 contains 62062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930880.000000 Penalty: 53660.316406
Iteration 32Q: 17 clusters Score -1.369309e+08 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 99311 members 
Mstep: Class 5 contains 57407 members 
Mstep: Class 6 contains 74940 members 
Mstep: Class 7 contains 55819 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 59765 members 
Mstep: Class 10 contains 66985 members 
Mstep: Class 11 contains 65683 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 72945 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 51176 members 
Mstep: Class 18 contains 69165 members 
Mstep: Class 19 contains 61278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136929888.000000 Penalty: 53660.316406
Iteration 33Q: 17 clusters Score -1.369299e+08 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 99245 members 
Mstep: Class 5 contains 56824 members 
Mstep: Class 6 contains 74908 members 
Mstep: Class 7 contains 56070 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 59697 members 
Mstep: Class 10 contains 67216 members 
Mstep: Class 11 contains 65916 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 72921 members 
Mstep: Class 14 contains 6358 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 51192 members 
Mstep: Class 18 contains 68972 members 
Mstep: Class 19 contains 61158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930096.000000 Penalty: 53660.316406
Iteration 34Q: 17 clusters Score -1.369301e+08 nChanged 10220
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 98754 members 
Mstep: Class 5 contains 56329 members 
Mstep: Class 6 contains 74848 members 
Mstep: Class 7 contains 56366 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 59663 members 
Mstep: Class 10 contains 67404 members 
Mstep: Class 11 contains 66162 members 
Mstep: Class 12 contains 2031 members 
Mstep: Class 13 contains 72904 members 
Mstep: Class 14 contains 6623 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 51341 members 
Mstep: Class 18 contains 68897 members 
Mstep: Class 19 contains 61134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930320.000000 Penalty: 53660.316406
Iteration 35Q: 17 clusters Score -1.369303e+08 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 3 contains 98394 members 
Mstep: Class 5 contains 55857 members 
Mstep: Class 6 contains 74704 members 
Mstep: Class 7 contains 56659 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 59674 members 
Mstep: Class 10 contains 67544 members 
Mstep: Class 11 contains 66370 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 72834 members 
Mstep: Class 14 contains 6841 members 
Mstep: Class 15 contains 580 members 
Mstep: Class 16 contains 51464 members 
Mstep: Class 18 contains 68930 members 
Mstep: Class 19 contains 61102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930848.000000 Penalty: 53660.316406
Iteration 36Q: 17 clusters Score -1.369308e+08 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 3 contains 98059 members 
Mstep: Class 5 contains 55419 members 
Mstep: Class 6 contains 74545 members 
Mstep: Class 7 contains 56953 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 59757 members 
Mstep: Class 10 contains 67633 members 
Mstep: Class 11 contains 66484 members 
Mstep: Class 12 contains 2110 members 
Mstep: Class 13 contains 72766 members 
Mstep: Class 14 contains 7067 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51502 members 
Mstep: Class 18 contains 69047 members 
Mstep: Class 19 contains 61108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136931584.000000 Penalty: 53660.316406
Iteration 37Q: 17 clusters Score -1.369316e+08 nChanged 7349
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 3 contains 97886 members 
Mstep: Class 5 contains 55075 members 
Mstep: Class 6 contains 74418 members 
Mstep: Class 7 contains 57173 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 59805 members 
Mstep: Class 10 contains 67763 members 
Mstep: Class 11 contains 66525 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 72708 members 
Mstep: Class 14 contains 7264 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51547 members 
Mstep: Class 18 contains 69144 members 
Mstep: Class 19 contains 60984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136931824.000000 Penalty: 53660.316406
Iteration 38Q: 17 clusters Score -1.369318e+08 nChanged 7108
Entering ConstructFrom: 
Score: -136931824.000000 Penalty: 53660.316406
Entering ConstructFrom: 
Trying to split cluster 1 (1095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Entering Unmasked Estep 
Score: -116131.289062 Penalty: 1735.630371
	Iteration 0F: 2 clusters Score -116131.3 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 556 members 
Entering Unmasked Estep 
Score: -114962.382812 Penalty: 3471.260742
	Iteration 0F: 3 clusters Score -114962.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118789.382812 Penalty: 3471.260742
	Iteration 1F: 3 clusters Score -118789.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -121021.117188 Penalty: 3471.260742
	Iteration 2F: 3 clusters Score -121021.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121369.695312 Penalty: 3471.260742
	Iteration 3Q: 3 clusters Score -121369.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121454.734375 Penalty: 3471.260742
	Iteration 4Q: 3 clusters Score -121454.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -121505.843750 Penalty: 3471.260742
	Iteration 5Q: 3 clusters Score -121505.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121557.937500 Penalty: 3471.260742
	Iteration 6Q: 3 clusters Score -121557.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121579.484375 Penalty: 3471.260742
	Iteration 7Q: 3 clusters Score -121579.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121593.156250 Penalty: 3471.260742
	Iteration 8Q: 3 clusters Score -121593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -121603.437500 Penalty: 3471.260742
	Iteration 9Q: 3 clusters Score -121603.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -121613.882812 Penalty: 3471.260742
	Iteration 10Q: 3 clusters Score -121613.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121617.710938 Penalty: 3471.260742
	Iteration 11Q: 3 clusters Score -121617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -121617.710938 Penalty: 3471.260742
	Iteration 12F: 3 clusters Score -121617.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 97851 members 
Mstep: Class 5 contains 54758 members 
Mstep: Class 6 contains 74338 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Entering Unmasked Estep 
Score: -136935424.000000 Penalty: 57014.085938
Splitting cluster 1 changes total score from -136931824.000000 to -136935424.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (97851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97851 members 
Entering Unmasked Estep 
Score: -17947502.000000 Penalty: 2849.817871
	Iteration 0F: 2 clusters Score -1.79475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -17896942.000000 Penalty: 5699.635742
	Iteration 0F: 3 clusters Score -1.789694e+07 nChanged 46614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -17925006.000000 Penalty: 5699.635742
	Iteration 1F: 3 clusters Score -1.792501e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -17928428.000000 Penalty: 5699.635742
	Iteration 2F: 3 clusters Score -1.792843e+07 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -17932640.000000 Penalty: 5699.635742
	Iteration 3F: 3 clusters Score -1.793264e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -17936566.000000 Penalty: 5699.635742
	Iteration 4F: 3 clusters Score -1.793657e+07 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -17939262.000000 Penalty: 5699.635742
	Iteration 5F: 3 clusters Score -1.793926e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 64878 members 
Entering Unmasked Estep 
Score: -17940930.000000 Penalty: 5699.635742
	Iteration 6F: 3 clusters Score -1.794093e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 66890 members 
Entering Unmasked Estep 
Score: -17942072.000000 Penalty: 5699.635742
	Iteration 7Q: 3 clusters Score -1.794207e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 68511 members 
Entering Unmasked Estep 
Score: -17942890.000000 Penalty: 5699.635742
	Iteration 8Q: 3 clusters Score -1.794289e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -17943652.000000 Penalty: 5699.635742
	Iteration 9Q: 3 clusters Score -1.794365e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -17944328.000000 Penalty: 5699.635742
	Iteration 10Q: 3 clusters Score -1.794433e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -17944908.000000 Penalty: 5699.635742
	Iteration 11Q: 3 clusters Score -1.794491e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 73325 members 
Entering Unmasked Estep 
Score: -17945406.000000 Penalty: 5699.635742
	Iteration 12Q: 3 clusters Score -1.794541e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -17945956.000000 Penalty: 5699.635742
	Iteration 13Q: 3 clusters Score -1.794596e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 75331 members 
Entering Unmasked Estep 
Score: -17946480.000000 Penalty: 5699.635742
	Iteration 14Q: 3 clusters Score -1.794648e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 76243 members 
Entering Unmasked Estep 
Score: -17946824.000000 Penalty: 5699.635742
	Iteration 15Q: 3 clusters Score -1.794682e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 77053 members 
Entering Unmasked Estep 
Score: -17947132.000000 Penalty: 5699.635742
	Iteration 16Q: 3 clusters Score -1.794713e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 77842 members 
Entering Unmasked Estep 
Score: -17947462.000000 Penalty: 5699.635742
	Iteration 17Q: 3 clusters Score -1.794746e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 78656 members 
Entering Unmasked Estep 
Score: -17947520.000000 Penalty: 5699.635742
	Iteration 18Q: 3 clusters Score -1.794752e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 79441 members 
Entering Unmasked Estep 
Score: -17947724.000000 Penalty: 5699.635742
	Iteration 19Q: 3 clusters Score -1.794772e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 80202 members 
Entering Unmasked Estep 
Score: -17947998.000000 Penalty: 5699.635742
	Iteration 20F: 3 clusters Score -1.7948e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -17948292.000000 Penalty: 5699.635742
	Iteration 21Q: 3 clusters Score -1.794829e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 81803 members 
Entering Unmasked Estep 
Score: -17948746.000000 Penalty: 5699.635742
	Iteration 22Q: 3 clusters Score -1.794875e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 82647 members 
Entering Unmasked Estep 
Score: -17949114.000000 Penalty: 5699.635742
	Iteration 23Q: 3 clusters Score -1.794911e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 83448 members 
Entering Unmasked Estep 
Score: -17949628.000000 Penalty: 5699.635742
	Iteration 24Q: 3 clusters Score -1.794963e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 84257 members 
Entering Unmasked Estep 
Score: -17950360.000000 Penalty: 5699.635742
	Iteration 25Q: 3 clusters Score -1.795036e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 85056 members 
Entering Unmasked Estep 
Score: -17951086.000000 Penalty: 5699.635742
	Iteration 26Q: 3 clusters Score -1.795109e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -17951844.000000 Penalty: 5699.635742
	Iteration 27Q: 3 clusters Score -1.795184e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -17952438.000000 Penalty: 5699.635742
	Iteration 28Q: 3 clusters Score -1.795244e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 87312 members 
Entering Unmasked Estep 
Score: -17952714.000000 Penalty: 5699.635742
	Iteration 29Q: 3 clusters Score -1.795271e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -17952842.000000 Penalty: 5699.635742
	Iteration 30Q: 3 clusters Score -1.795284e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 88348 members 
Entering Unmasked Estep 
Score: -17952950.000000 Penalty: 5699.635742
	Iteration 31Q: 3 clusters Score -1.795295e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -17953086.000000 Penalty: 5699.635742
	Iteration 32Q: 3 clusters Score -1.795309e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 89093 members 
Entering Unmasked Estep 
Score: -17953176.000000 Penalty: 5699.635742
	Iteration 33Q: 3 clusters Score -1.795318e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 89397 members 
Entering Unmasked Estep 
Score: -17953184.000000 Penalty: 5699.635742
	Iteration 34Q: 3 clusters Score -1.795318e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -17953166.000000 Penalty: 5699.635742
	Iteration 35Q: 3 clusters Score -1.795317e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 89865 members 
Entering Unmasked Estep 
Score: -17953178.000000 Penalty: 5699.635742
	Iteration 36Q: 3 clusters Score -1.795318e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 90051 members 
Entering Unmasked Estep 
Score: -17953318.000000 Penalty: 5699.635742
	Iteration 37Q: 3 clusters Score -1.795332e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -17953326.000000 Penalty: 5699.635742
	Iteration 38Q: 3 clusters Score -1.795333e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 90317 members 
Entering Unmasked Estep 
Score: -17953390.000000 Penalty: 5699.635742
	Iteration 39Q: 3 clusters Score -1.795339e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -17953434.000000 Penalty: 5699.635742
	Iteration 40F: 3 clusters Score -1.795343e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 90523 members 
Entering Unmasked Estep 
Score: -17953442.000000 Penalty: 5699.635742
	Iteration 41Q: 3 clusters Score -1.795344e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -17953454.000000 Penalty: 5699.635742
	Iteration 42Q: 3 clusters Score -1.795345e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -17953474.000000 Penalty: 5699.635742
	Iteration 43Q: 3 clusters Score -1.795347e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -17953510.000000 Penalty: 5699.635742
	Iteration 44Q: 3 clusters Score -1.795351e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 90805 members 
Entering Unmasked Estep 
Score: -17953514.000000 Penalty: 5699.635742
	Iteration 45Q: 3 clusters Score -1.795351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 90855 members 
Entering Unmasked Estep 
Score: -17953504.000000 Penalty: 5699.635742
	Iteration 46Q: 3 clusters Score -1.79535e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 90893 members 
Entering Unmasked Estep 
Score: -17953488.000000 Penalty: 5699.635742
	Iteration 47Q: 3 clusters Score -1.795349e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -17953518.000000 Penalty: 5699.635742
	Iteration 48Q: 3 clusters Score -1.795352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 90939 members 
Entering Unmasked Estep 
Score: -17953538.000000 Penalty: 5699.635742
	Iteration 49Q: 3 clusters Score -1.795354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 90961 members 
Entering Unmasked Estep 
Score: -17953532.000000 Penalty: 5699.635742
	Iteration 50Q: 3 clusters Score -1.795353e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 90976 members 
Entering Unmasked Estep 
Score: -17953540.000000 Penalty: 5699.635742
	Iteration 51Q: 3 clusters Score -1.795354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 90992 members 
Entering Unmasked Estep 
Score: -17953532.000000 Penalty: 5699.635742
	Iteration 52Q: 3 clusters Score -1.795353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 91008 members 
Entering Unmasked Estep 
Score: -17953536.000000 Penalty: 5699.635742
	Iteration 53Q: 3 clusters Score -1.795354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 91017 members 
Entering Unmasked Estep 
Score: -17953538.000000 Penalty: 5699.635742
	Iteration 54Q: 3 clusters Score -1.795354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 91022 members 
Entering Unmasked Estep 
Score: -17953540.000000 Penalty: 5699.635742
	Iteration 55Q: 3 clusters Score -1.795354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 91030 members 
Entering Unmasked Estep 
Score: -17953562.000000 Penalty: 5699.635742
	Iteration 56Q: 3 clusters Score -1.795356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 91040 members 
Entering Unmasked Estep 
Score: -17953552.000000 Penalty: 5699.635742
	Iteration 57Q: 3 clusters Score -1.795355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 91051 members 
Entering Unmasked Estep 
Score: -17953560.000000 Penalty: 5699.635742
	Iteration 58Q: 3 clusters Score -1.795356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -17953550.000000 Penalty: 5699.635742
	Iteration 59Q: 3 clusters Score -1.795355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 91056 members 
Entering Unmasked Estep 
Score: -17953552.000000 Penalty: 5699.635742
	Iteration 60F: 3 clusters Score -1.795355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 91059 members 
Entering Unmasked Estep 
Score: -17953548.000000 Penalty: 5699.635742
	Iteration 61Q: 3 clusters Score -1.795355e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 91064 members 
Entering Unmasked Estep 
Score: -17953542.000000 Penalty: 5699.635742
	Iteration 62Q: 3 clusters Score -1.795354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 91072 members 
Entering Unmasked Estep 
Score: -17953548.000000 Penalty: 5699.635742
	Iteration 63Q: 3 clusters Score -1.795355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 91084 members 
Entering Unmasked Estep 
Score: -17953542.000000 Penalty: 5699.635742
	Iteration 64Q: 3 clusters Score -1.795354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 91095 members 
Entering Unmasked Estep 
Score: -17953560.000000 Penalty: 5699.635742
	Iteration 65Q: 3 clusters Score -1.795356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -17953560.000000 Penalty: 5699.635742
	Iteration 66Q: 3 clusters Score -1.795356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 91107 members 
Entering Unmasked Estep 
Score: -17953570.000000 Penalty: 5699.635742
	Iteration 67Q: 3 clusters Score -1.795357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -17953578.000000 Penalty: 5699.635742
	Iteration 68Q: 3 clusters Score -1.795358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 91109 members 
Entering Unmasked Estep 
Score: -17953566.000000 Penalty: 5699.635742
	Iteration 69Q: 3 clusters Score -1.795357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 91111 members 
Entering Unmasked Estep 
Score: -17953578.000000 Penalty: 5699.635742
	Iteration 70Q: 3 clusters Score -1.795358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 91115 members 
Entering Unmasked Estep 
Score: -17953566.000000 Penalty: 5699.635742
	Iteration 71Q: 3 clusters Score -1.795357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -17953574.000000 Penalty: 5699.635742
	Iteration 72Q: 3 clusters Score -1.795357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 91116 members 
Entering Unmasked Estep 
Score: -17953574.000000 Penalty: 5699.635742
	Iteration 73F: 3 clusters Score -1.795357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 54758 members 
Mstep: Class 6 contains 74338 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Entering Unmasked Estep 
Score: -136941536.000000 Penalty: 60367.855469
Splitting cluster 3 changes total score from -136931824.000000 to -136941536.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (54758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Entering Unmasked Estep 
Score: -10179139.000000 Penalty: 2705.848389
	Iteration 0F: 2 clusters Score -1.017914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -10150350.000000 Penalty: 5411.696777
	Iteration 0F: 3 clusters Score -1.015035e+07 nChanged 25450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -10165511.000000 Penalty: 5411.696777
	Iteration 1F: 3 clusters Score -1.016551e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -10166832.000000 Penalty: 5411.696777
	Iteration 2F: 3 clusters Score -1.016683e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -10168028.000000 Penalty: 5411.696777
	Iteration 3Q: 3 clusters Score -1.016803e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -10169265.000000 Penalty: 5411.696777
	Iteration 4Q: 3 clusters Score -1.016926e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -10170693.000000 Penalty: 5411.696777
	Iteration 5Q: 3 clusters Score -1.017069e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -10171984.000000 Penalty: 5411.696777
	Iteration 6F: 3 clusters Score -1.017198e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -10173347.000000 Penalty: 5411.696777
	Iteration 7F: 3 clusters Score -1.017335e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -10174673.000000 Penalty: 5411.696777
	Iteration 8Q: 3 clusters Score -1.017467e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -10175949.000000 Penalty: 5411.696777
	Iteration 9Q: 3 clusters Score -1.017595e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -10177011.000000 Penalty: 5411.696777
	Iteration 10Q: 3 clusters Score -1.017701e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -10177853.000000 Penalty: 5411.696777
	Iteration 11Q: 3 clusters Score -1.017785e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -10178554.000000 Penalty: 5411.696777
	Iteration 12Q: 3 clusters Score -1.017855e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -10179031.000000 Penalty: 5411.696777
	Iteration 13Q: 3 clusters Score -1.017903e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -10179332.000000 Penalty: 5411.696777
	Iteration 14Q: 3 clusters Score -1.017933e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -10179557.000000 Penalty: 5411.696777
	Iteration 15Q: 3 clusters Score -1.017956e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -10179815.000000 Penalty: 5411.696777
	Iteration 16Q: 3 clusters Score -1.017982e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -10180095.000000 Penalty: 5411.696777
	Iteration 17Q: 3 clusters Score -1.01801e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -10180459.000000 Penalty: 5411.696777
	Iteration 18Q: 3 clusters Score -1.018046e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -10180878.000000 Penalty: 5411.696777
	Iteration 19Q: 3 clusters Score -1.018088e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -10181319.000000 Penalty: 5411.696777
	Iteration 20F: 3 clusters Score -1.018132e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -10181805.000000 Penalty: 5411.696777
	Iteration 21Q: 3 clusters Score -1.01818e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -10182351.000000 Penalty: 5411.696777
	Iteration 22Q: 3 clusters Score -1.018235e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -10182915.000000 Penalty: 5411.696777
	Iteration 23Q: 3 clusters Score -1.018292e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -10183539.000000 Penalty: 5411.696777
	Iteration 24Q: 3 clusters Score -1.018354e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -10184205.000000 Penalty: 5411.696777
	Iteration 25Q: 3 clusters Score -1.01842e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -10184949.000000 Penalty: 5411.696777
	Iteration 26Q: 3 clusters Score -1.018495e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -10185774.000000 Penalty: 5411.696777
	Iteration 27Q: 3 clusters Score -1.018577e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -10186457.000000 Penalty: 5411.696777
	Iteration 28Q: 3 clusters Score -1.018646e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -10186797.000000 Penalty: 5411.696777
	Iteration 29Q: 3 clusters Score -1.01868e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -10187012.000000 Penalty: 5411.696777
	Iteration 30Q: 3 clusters Score -1.018701e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -10187145.000000 Penalty: 5411.696777
	Iteration 31Q: 3 clusters Score -1.018714e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -10187227.000000 Penalty: 5411.696777
	Iteration 32Q: 3 clusters Score -1.018723e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -10187342.000000 Penalty: 5411.696777
	Iteration 33Q: 3 clusters Score -1.018734e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -10187379.000000 Penalty: 5411.696777
	Iteration 34Q: 3 clusters Score -1.018738e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -10187372.000000 Penalty: 5411.696777
	Iteration 35Q: 3 clusters Score -1.018737e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -10187380.000000 Penalty: 5411.696777
	Iteration 36Q: 3 clusters Score -1.018738e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -10187382.000000 Penalty: 5411.696777
	Iteration 37Q: 3 clusters Score -1.018738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -10187377.000000 Penalty: 5411.696777
	Iteration 38Q: 3 clusters Score -1.018738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -10187376.000000 Penalty: 5411.696777
	Iteration 39Q: 3 clusters Score -1.018738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -10187839.000000 Penalty: 5411.696777
	Iteration 40F: 3 clusters Score -1.018784e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -10187985.000000 Penalty: 5411.696777
	Iteration 41Q: 3 clusters Score -1.018798e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -10187997.000000 Penalty: 5411.696777
	Iteration 42Q: 3 clusters Score -1.0188e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -10188024.000000 Penalty: 5411.696777
	Iteration 43Q: 3 clusters Score -1.018802e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -10188026.000000 Penalty: 5411.696777
	Iteration 44Q: 3 clusters Score -1.018803e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -10188026.000000 Penalty: 5411.696777
	Iteration 45Q: 3 clusters Score -1.018803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -10188037.000000 Penalty: 5411.696777
	Iteration 46Q: 3 clusters Score -1.018804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -10188031.000000 Penalty: 5411.696777
	Iteration 47Q: 3 clusters Score -1.018803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -10188045.000000 Penalty: 5411.696777
	Iteration 48Q: 3 clusters Score -1.018804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -10188041.000000 Penalty: 5411.696777
	Iteration 49Q: 3 clusters Score -1.018804e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -10188047.000000 Penalty: 5411.696777
	Iteration 50Q: 3 clusters Score -1.018805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -10188045.000000 Penalty: 5411.696777
	Iteration 51Q: 3 clusters Score -1.018804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -10188038.000000 Penalty: 5411.696777
	Iteration 52Q: 3 clusters Score -1.018804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -10188031.000000 Penalty: 5411.696777
	Iteration 53Q: 3 clusters Score -1.018803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -10188025.000000 Penalty: 5411.696777
	Iteration 54Q: 3 clusters Score -1.018802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -10188025.000000 Penalty: 5411.696777
	Iteration 55Q: 3 clusters Score -1.018802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -10188030.000000 Penalty: 5411.696777
	Iteration 56Q: 3 clusters Score -1.018803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -10188027.000000 Penalty: 5411.696777
	Iteration 57Q: 3 clusters Score -1.018803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -10188029.000000 Penalty: 5411.696777
	Iteration 58Q: 3 clusters Score -1.018803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -10188031.000000 Penalty: 5411.696777
	Iteration 59Q: 3 clusters Score -1.018803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -10188028.000000 Penalty: 5411.696777
	Iteration 60F: 3 clusters Score -1.018803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -10188027.000000 Penalty: 5411.696777
	Iteration 61Q: 3 clusters Score -1.018803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -10188027.000000 Penalty: 5411.696777
	Iteration 62F: 3 clusters Score -1.018803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 74338 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Entering Unmasked Estep 
Score: -136949872.000000 Penalty: 63721.625000
Splitting cluster 5 changes total score from -136931824.000000 to -136949872.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 6 (74338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74338 members 
Entering Unmasked Estep 
Score: -13829107.000000 Penalty: 2781.661621
	Iteration 0F: 2 clusters Score -1.382911e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -13796319.000000 Penalty: 5563.323242
	Iteration 0F: 3 clusters Score -1.379632e+07 nChanged 34816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -13817269.000000 Penalty: 5563.323242
	Iteration 1F: 3 clusters Score -1.381727e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -13819734.000000 Penalty: 5563.323242
	Iteration 2F: 3 clusters Score -1.381973e+07 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -13822886.000000 Penalty: 5563.323242
	Iteration 3F: 3 clusters Score -1.382289e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -13826961.000000 Penalty: 5563.323242
	Iteration 4F: 3 clusters Score -1.382696e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -13831363.000000 Penalty: 5563.323242
	Iteration 5F: 3 clusters Score -1.383136e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -13834771.000000 Penalty: 5563.323242
	Iteration 6F: 3 clusters Score -1.383477e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -13836511.000000 Penalty: 5563.323242
	Iteration 7F: 3 clusters Score -1.383651e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -13837174.000000 Penalty: 5563.323242
	Iteration 8Q: 3 clusters Score -1.383717e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -13837365.000000 Penalty: 5563.323242
	Iteration 9Q: 3 clusters Score -1.383736e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -13837338.000000 Penalty: 5563.323242
	Iteration 10Q: 3 clusters Score -1.383734e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -13837271.000000 Penalty: 5563.323242
	Iteration 11Q: 3 clusters Score -1.383727e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 53051 members 
Entering Unmasked Estep 
Score: -13837119.000000 Penalty: 5563.323242
	Iteration 12Q: 3 clusters Score -1.383712e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 53668 members 
Entering Unmasked Estep 
Score: -13836961.000000 Penalty: 5563.323242
	Iteration 13Q: 3 clusters Score -1.383696e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -13836795.000000 Penalty: 5563.323242
	Iteration 14Q: 3 clusters Score -1.38368e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -13836769.000000 Penalty: 5563.323242
	Iteration 15Q: 3 clusters Score -1.383677e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -13836659.000000 Penalty: 5563.323242
	Iteration 16Q: 3 clusters Score -1.383666e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 55623 members 
Entering Unmasked Estep 
Score: -13836582.000000 Penalty: 5563.323242
	Iteration 17Q: 3 clusters Score -1.383658e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -13836490.000000 Penalty: 5563.323242
	Iteration 18Q: 3 clusters Score -1.383649e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
Score: -13836426.000000 Penalty: 5563.323242
	Iteration 19Q: 3 clusters Score -1.383643e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -13836311.000000 Penalty: 5563.323242
	Iteration 20F: 3 clusters Score -1.383631e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -13836143.000000 Penalty: 5563.323242
	Iteration 21Q: 3 clusters Score -1.383614e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -13836037.000000 Penalty: 5563.323242
	Iteration 22Q: 3 clusters Score -1.383604e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -13835966.000000 Penalty: 5563.323242
	Iteration 23Q: 3 clusters Score -1.383597e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 57785 members 
Entering Unmasked Estep 
Score: -13835843.000000 Penalty: 5563.323242
	Iteration 24Q: 3 clusters Score -1.383584e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -13835725.000000 Penalty: 5563.323242
	Iteration 25Q: 3 clusters Score -1.383572e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 58307 members 
Entering Unmasked Estep 
Score: -13835607.000000 Penalty: 5563.323242
	Iteration 26Q: 3 clusters Score -1.383561e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 58580 members 
Entering Unmasked Estep 
Score: -13835500.000000 Penalty: 5563.323242
	Iteration 27Q: 3 clusters Score -1.38355e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 58839 members 
Entering Unmasked Estep 
Score: -13835384.000000 Penalty: 5563.323242
	Iteration 28Q: 3 clusters Score -1.383538e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -13835281.000000 Penalty: 5563.323242
	Iteration 29Q: 3 clusters Score -1.383528e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -13835130.000000 Penalty: 5563.323242
	Iteration 30Q: 3 clusters Score -1.383513e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -13835079.000000 Penalty: 5563.323242
	Iteration 31Q: 3 clusters Score -1.383508e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -13834997.000000 Penalty: 5563.323242
	Iteration 32Q: 3 clusters Score -1.3835e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -13834868.000000 Penalty: 5563.323242
	Iteration 33Q: 3 clusters Score -1.383487e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 60434 members 
Entering Unmasked Estep 
Score: -13834736.000000 Penalty: 5563.323242
	Iteration 34Q: 3 clusters Score -1.383474e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 60626 members 
Entering Unmasked Estep 
Score: -13834660.000000 Penalty: 5563.323242
	Iteration 35Q: 3 clusters Score -1.383466e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -13834584.000000 Penalty: 5563.323242
	Iteration 36Q: 3 clusters Score -1.383458e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 61036 members 
Entering Unmasked Estep 
Score: -13834493.000000 Penalty: 5563.323242
	Iteration 37Q: 3 clusters Score -1.383449e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -13834425.000000 Penalty: 5563.323242
	Iteration 38Q: 3 clusters Score -1.383442e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 61495 members 
Entering Unmasked Estep 
Score: -13834398.000000 Penalty: 5563.323242
	Iteration 39Q: 3 clusters Score -1.38344e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 61748 members 
Entering Unmasked Estep 
Score: -13834311.000000 Penalty: 5563.323242
	Iteration 40F: 3 clusters Score -1.383431e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -13834213.000000 Penalty: 5563.323242
	Iteration 41Q: 3 clusters Score -1.383421e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -13834144.000000 Penalty: 5563.323242
	Iteration 42Q: 3 clusters Score -1.383414e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 62501 members 
Entering Unmasked Estep 
Score: -13834028.000000 Penalty: 5563.323242
	Iteration 43Q: 3 clusters Score -1.383403e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 62786 members 
Entering Unmasked Estep 
Score: -13833993.000000 Penalty: 5563.323242
	Iteration 44Q: 3 clusters Score -1.383399e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 63044 members 
Entering Unmasked Estep 
Score: -13833945.000000 Penalty: 5563.323242
	Iteration 45Q: 3 clusters Score -1.383394e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 63280 members 
Entering Unmasked Estep 
Score: -13833890.000000 Penalty: 5563.323242
	Iteration 46Q: 3 clusters Score -1.383389e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 63510 members 
Entering Unmasked Estep 
Score: -13833854.000000 Penalty: 5563.323242
	Iteration 47Q: 3 clusters Score -1.383385e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -13833785.000000 Penalty: 5563.323242
	Iteration 48Q: 3 clusters Score -1.383378e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -13833705.000000 Penalty: 5563.323242
	Iteration 49Q: 3 clusters Score -1.38337e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -13833650.000000 Penalty: 5563.323242
	Iteration 50Q: 3 clusters Score -1.383365e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 64516 members 
Entering Unmasked Estep 
Score: -13833584.000000 Penalty: 5563.323242
	Iteration 51Q: 3 clusters Score -1.383358e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -13833496.000000 Penalty: 5563.323242
	Iteration 52Q: 3 clusters Score -1.38335e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 65025 members 
Entering Unmasked Estep 
Score: -13833514.000000 Penalty: 5563.323242
	Iteration 53Q: 3 clusters Score -1.383351e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 65281 members 
Entering Unmasked Estep 
Score: -13833462.000000 Penalty: 5563.323242
	Iteration 54Q: 3 clusters Score -1.383346e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 65556 members 
Entering Unmasked Estep 
Score: -13833405.000000 Penalty: 5563.323242
	Iteration 55Q: 3 clusters Score -1.38334e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -13833286.000000 Penalty: 5563.323242
	Iteration 56Q: 3 clusters Score -1.383329e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -13833304.000000 Penalty: 5563.323242
	Iteration 57Q: 3 clusters Score -1.38333e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -13833241.000000 Penalty: 5563.323242
	Iteration 58Q: 3 clusters Score -1.383324e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 66610 members 
Entering Unmasked Estep 
Score: -13833227.000000 Penalty: 5563.323242
	Iteration 59Q: 3 clusters Score -1.383323e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -13833205.000000 Penalty: 5563.323242
	Iteration 60F: 3 clusters Score -1.38332e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 67145 members 
Entering Unmasked Estep 
Score: -13833136.000000 Penalty: 5563.323242
	Iteration 61Q: 3 clusters Score -1.383314e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 67405 members 
Entering Unmasked Estep 
Score: -13833182.000000 Penalty: 5563.323242
	Iteration 62Q: 3 clusters Score -1.383318e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -13833147.000000 Penalty: 5563.323242
	Iteration 63Q: 3 clusters Score -1.383315e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -13833095.000000 Penalty: 5563.323242
	Iteration 64Q: 3 clusters Score -1.38331e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 68046 members 
Entering Unmasked Estep 
Score: -13833063.000000 Penalty: 5563.323242
	Iteration 65Q: 3 clusters Score -1.383306e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 68286 members 
Entering Unmasked Estep 
Score: -13833074.000000 Penalty: 5563.323242
	Iteration 66Q: 3 clusters Score -1.383307e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -13833003.000000 Penalty: 5563.323242
	Iteration 67Q: 3 clusters Score -1.3833e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 68720 members 
Entering Unmasked Estep 
Score: -13832959.000000 Penalty: 5563.323242
	Iteration 68Q: 3 clusters Score -1.383296e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -13832906.000000 Penalty: 5563.323242
	Iteration 69Q: 3 clusters Score -1.383291e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -13832870.000000 Penalty: 5563.323242
	Iteration 70Q: 3 clusters Score -1.383287e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 69254 members 
Entering Unmasked Estep 
Score: -13832874.000000 Penalty: 5563.323242
	Iteration 71Q: 3 clusters Score -1.383287e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -13832793.000000 Penalty: 5563.323242
	Iteration 72Q: 3 clusters Score -1.383279e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -13832761.000000 Penalty: 5563.323242
	Iteration 73Q: 3 clusters Score -1.383276e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -13832779.000000 Penalty: 5563.323242
	Iteration 74Q: 3 clusters Score -1.383278e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -13832742.000000 Penalty: 5563.323242
	Iteration 75Q: 3 clusters Score -1.383274e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 69783 members 
Entering Unmasked Estep 
Score: -13832702.000000 Penalty: 5563.323242
	Iteration 76Q: 3 clusters Score -1.38327e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 69864 members 
Entering Unmasked Estep 
Score: -13832645.000000 Penalty: 5563.323242
	Iteration 77Q: 3 clusters Score -1.383264e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -13832624.000000 Penalty: 5563.323242
	Iteration 78Q: 3 clusters Score -1.383262e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -13832589.000000 Penalty: 5563.323242
	Iteration 79Q: 3 clusters Score -1.383259e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 70023 members 
Entering Unmasked Estep 
Score: -13832578.000000 Penalty: 5563.323242
	Iteration 80F: 3 clusters Score -1.383258e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -13832551.000000 Penalty: 5563.323242
	Iteration 81Q: 3 clusters Score -1.383255e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -13832514.000000 Penalty: 5563.323242
	Iteration 82Q: 3 clusters Score -1.383251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 70129 members 
Entering Unmasked Estep 
Score: -13832504.000000 Penalty: 5563.323242
	Iteration 83Q: 3 clusters Score -1.38325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 70163 members 
Entering Unmasked Estep 
Score: -13832516.000000 Penalty: 5563.323242
	Iteration 84Q: 3 clusters Score -1.383252e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 70194 members 
Entering Unmasked Estep 
Score: -13832516.000000 Penalty: 5563.323242
	Iteration 85Q: 3 clusters Score -1.383252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 70222 members 
Entering Unmasked Estep 
Score: -13832477.000000 Penalty: 5563.323242
	Iteration 86Q: 3 clusters Score -1.383248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 70254 members 
Entering Unmasked Estep 
Score: -13832472.000000 Penalty: 5563.323242
	Iteration 87Q: 3 clusters Score -1.383247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 70279 members 
Entering Unmasked Estep 
Score: -13832475.000000 Penalty: 5563.323242
	Iteration 88Q: 3 clusters Score -1.383248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 70303 members 
Entering Unmasked Estep 
Score: -13832449.000000 Penalty: 5563.323242
	Iteration 89Q: 3 clusters Score -1.383245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 70326 members 
Entering Unmasked Estep 
Score: -13832434.000000 Penalty: 5563.323242
	Iteration 90Q: 3 clusters Score -1.383243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 70346 members 
Entering Unmasked Estep 
Score: -13832435.000000 Penalty: 5563.323242
	Iteration 91Q: 3 clusters Score -1.383244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -13832404.000000 Penalty: 5563.323242
	Iteration 92Q: 3 clusters Score -1.38324e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 70398 members 
Entering Unmasked Estep 
Score: -13832431.000000 Penalty: 5563.323242
	Iteration 93Q: 3 clusters Score -1.383243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 70420 members 
Entering Unmasked Estep 
Score: -13832403.000000 Penalty: 5563.323242
	Iteration 94Q: 3 clusters Score -1.38324e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 70444 members 
Entering Unmasked Estep 
Score: -13832414.000000 Penalty: 5563.323242
	Iteration 95Q: 3 clusters Score -1.383241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 70460 members 
Entering Unmasked Estep 
Score: -13832403.000000 Penalty: 5563.323242
	Iteration 96Q: 3 clusters Score -1.38324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 70468 members 
Entering Unmasked Estep 
Score: -13832401.000000 Penalty: 5563.323242
	Iteration 97Q: 3 clusters Score -1.38324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 70478 members 
Entering Unmasked Estep 
Score: -13832406.000000 Penalty: 5563.323242
	Iteration 98Q: 3 clusters Score -1.383241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 70490 members 
Entering Unmasked Estep 
Score: -13832412.000000 Penalty: 5563.323242
	Iteration 99Q: 3 clusters Score -1.383241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -13832386.000000 Penalty: 5563.323242
	Iteration 100F: 3 clusters Score -1.383239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 70519 members 
Entering Unmasked Estep 
Score: -13832388.000000 Penalty: 5563.323242
	Iteration 101Q: 3 clusters Score -1.383239e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -13832387.000000 Penalty: 5563.323242
	Iteration 102Q: 3 clusters Score -1.383239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 70560 members 
Entering Unmasked Estep 
Score: -13832403.000000 Penalty: 5563.323242
	Iteration 103Q: 3 clusters Score -1.38324e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 70574 members 
Entering Unmasked Estep 
Score: -13832408.000000 Penalty: 5563.323242
	Iteration 104Q: 3 clusters Score -1.383241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -13832392.000000 Penalty: 5563.323242
	Iteration 105Q: 3 clusters Score -1.383239e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 70601 members 
Entering Unmasked Estep 
Score: -13832373.000000 Penalty: 5563.323242
	Iteration 106Q: 3 clusters Score -1.383237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -13832374.000000 Penalty: 5563.323242
	Iteration 107Q: 3 clusters Score -1.383237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -13832372.000000 Penalty: 5563.323242
	Iteration 108Q: 3 clusters Score -1.383237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -13832376.000000 Penalty: 5563.323242
	Iteration 109Q: 3 clusters Score -1.383238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 70633 members 
Entering Unmasked Estep 
Score: -13832375.000000 Penalty: 5563.323242
	Iteration 110Q: 3 clusters Score -1.383238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 70640 members 
Entering Unmasked Estep 
Score: -13832363.000000 Penalty: 5563.323242
	Iteration 111Q: 3 clusters Score -1.383236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 70649 members 
Entering Unmasked Estep 
Score: -13832358.000000 Penalty: 5563.323242
	Iteration 112Q: 3 clusters Score -1.383236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -13832343.000000 Penalty: 5563.323242
	Iteration 113Q: 3 clusters Score -1.383234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -13832347.000000 Penalty: 5563.323242
	Iteration 114Q: 3 clusters Score -1.383235e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -13832343.000000 Penalty: 5563.323242
	Iteration 115Q: 3 clusters Score -1.383234e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -13832343.000000 Penalty: 5563.323242
	Iteration 116Q: 3 clusters Score -1.383234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 70663 members 
Entering Unmasked Estep 
Score: -13832343.000000 Penalty: 5563.323242
	Iteration 117F: 3 clusters Score -1.383234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Entering Unmasked Estep 
Score: -136952608.000000 Penalty: 67075.390625
Splitting cluster 6 changes total score from -136931824.000000 to -136952608.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (57395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Entering Unmasked Estep 
Score: -10684829.000000 Penalty: 2717.512695
	Iteration 0F: 2 clusters Score -1.068483e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -10654512.000000 Penalty: 5435.025391
	Iteration 0F: 3 clusters Score -1.065451e+07 nChanged 26821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -10669384.000000 Penalty: 5435.025391
	Iteration 1F: 3 clusters Score -1.066938e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -10670279.000000 Penalty: 5435.025391
	Iteration 2Q: 3 clusters Score -1.067028e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -10671604.000000 Penalty: 5435.025391
	Iteration 3Q: 3 clusters Score -1.06716e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -10673385.000000 Penalty: 5435.025391
	Iteration 4F: 3 clusters Score -1.067338e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -10675653.000000 Penalty: 5435.025391
	Iteration 5F: 3 clusters Score -1.067565e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -10678367.000000 Penalty: 5435.025391
	Iteration 6F: 3 clusters Score -1.067837e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -10681628.000000 Penalty: 5435.025391
	Iteration 7F: 3 clusters Score -1.068163e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -10684629.000000 Penalty: 5435.025391
	Iteration 8F: 3 clusters Score -1.068463e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -10686485.000000 Penalty: 5435.025391
	Iteration 9Q: 3 clusters Score -1.068648e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -10687317.000000 Penalty: 5435.025391
	Iteration 10Q: 3 clusters Score -1.068732e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -10687735.000000 Penalty: 5435.025391
	Iteration 11Q: 3 clusters Score -1.068774e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -10688043.000000 Penalty: 5435.025391
	Iteration 12Q: 3 clusters Score -1.068804e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -10688273.000000 Penalty: 5435.025391
	Iteration 13Q: 3 clusters Score -1.068827e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -10688390.000000 Penalty: 5435.025391
	Iteration 14Q: 3 clusters Score -1.068839e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -10688390.000000 Penalty: 5435.025391
	Iteration 15Q: 3 clusters Score -1.068839e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -10688384.000000 Penalty: 5435.025391
	Iteration 16Q: 3 clusters Score -1.068838e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -10688331.000000 Penalty: 5435.025391
	Iteration 17Q: 3 clusters Score -1.068833e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -10688254.000000 Penalty: 5435.025391
	Iteration 18Q: 3 clusters Score -1.068825e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -10688051.000000 Penalty: 5435.025391
	Iteration 19Q: 3 clusters Score -1.068805e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -10687905.000000 Penalty: 5435.025391
	Iteration 20F: 3 clusters Score -1.06879e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -10687675.000000 Penalty: 5435.025391
	Iteration 21Q: 3 clusters Score -1.068768e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -10687446.000000 Penalty: 5435.025391
	Iteration 22Q: 3 clusters Score -1.068745e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -10687194.000000 Penalty: 5435.025391
	Iteration 23Q: 3 clusters Score -1.068719e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -10686975.000000 Penalty: 5435.025391
	Iteration 24Q: 3 clusters Score -1.068698e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -10686747.000000 Penalty: 5435.025391
	Iteration 25Q: 3 clusters Score -1.068675e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -10686567.000000 Penalty: 5435.025391
	Iteration 26Q: 3 clusters Score -1.068657e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -10686385.000000 Penalty: 5435.025391
	Iteration 27Q: 3 clusters Score -1.068638e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -10686221.000000 Penalty: 5435.025391
	Iteration 28Q: 3 clusters Score -1.068622e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52455 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10686080.000000 Penalty: 5435.025391
	Iteration 29Q: 3 clusters Score -1.068608e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -10685954.000000 Penalty: 5435.025391
	Iteration 30Q: 3 clusters Score -1.068595e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -10685859.000000 Penalty: 5435.025391
	Iteration 31Q: 3 clusters Score -1.068586e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -10685782.000000 Penalty: 5435.025391
	Iteration 32Q: 3 clusters Score -1.068578e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -10685717.000000 Penalty: 5435.025391
	Iteration 33Q: 3 clusters Score -1.068572e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -10685628.000000 Penalty: 5435.025391
	Iteration 34Q: 3 clusters Score -1.068563e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53554 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10685552.000000 Penalty: 5435.025391
	Iteration 35Q: 3 clusters Score -1.068555e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -10685505.000000 Penalty: 5435.025391
	Iteration 36Q: 3 clusters Score -1.06855e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -10685463.000000 Penalty: 5435.025391
	Iteration 37Q: 3 clusters Score -1.068546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53858 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -10685395.000000 Penalty: 5435.025391
	Iteration 38Q: 3 clusters Score -1.06854e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -10685351.000000 Penalty: 5435.025391
	Iteration 39Q: 3 clusters Score -1.068535e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -10685318.000000 Penalty: 5435.025391
	Iteration 40F: 3 clusters Score -1.068532e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10685254.000000 Penalty: 5435.025391
	Iteration 41Q: 3 clusters Score -1.068525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54184 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10685220.000000 Penalty: 5435.025391
	Iteration 42Q: 3 clusters Score -1.068522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -10685176.000000 Penalty: 5435.025391
	Iteration 43Q: 3 clusters Score -1.068518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -10685149.000000 Penalty: 5435.025391
	Iteration 44Q: 3 clusters Score -1.068515e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -10685134.000000 Penalty: 5435.025391
	Iteration 45Q: 3 clusters Score -1.068513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54414 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -10685072.000000 Penalty: 5435.025391
	Iteration 46Q: 3 clusters Score -1.068507e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10685065.000000 Penalty: 5435.025391
	Iteration 47Q: 3 clusters Score -1.068506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -10685055.000000 Penalty: 5435.025391
	Iteration 48Q: 3 clusters Score -1.068506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -10685029.000000 Penalty: 5435.025391
	Iteration 49Q: 3 clusters Score -1.068503e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10685017.000000 Penalty: 5435.025391
	Iteration 50Q: 3 clusters Score -1.068502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10684987.000000 Penalty: 5435.025391
	Iteration 51Q: 3 clusters Score -1.068499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -10684992.000000 Penalty: 5435.025391
	Iteration 52Q: 3 clusters Score -1.068499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10684951.000000 Penalty: 5435.025391
	Iteration 53Q: 3 clusters Score -1.068495e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10684926.000000 Penalty: 5435.025391
	Iteration 54Q: 3 clusters Score -1.068493e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10684885.000000 Penalty: 5435.025391
	Iteration 55Q: 3 clusters Score -1.068488e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10684839.000000 Penalty: 5435.025391
	Iteration 56Q: 3 clusters Score -1.068484e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54920 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -10684826.000000 Penalty: 5435.025391
	Iteration 57Q: 3 clusters Score -1.068483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -10684778.000000 Penalty: 5435.025391
	Iteration 58Q: 3 clusters Score -1.068478e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10684765.000000 Penalty: 5435.025391
	Iteration 59Q: 3 clusters Score -1.068476e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10684730.000000 Penalty: 5435.025391
	Iteration 60F: 3 clusters Score -1.068473e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -10684721.000000 Penalty: 5435.025391
	Iteration 61Q: 3 clusters Score -1.068472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55104 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10684709.000000 Penalty: 5435.025391
	Iteration 62Q: 3 clusters Score -1.068471e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -10684664.000000 Penalty: 5435.025391
	Iteration 63Q: 3 clusters Score -1.068466e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10684667.000000 Penalty: 5435.025391
	Iteration 64Q: 3 clusters Score -1.068467e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10684653.000000 Penalty: 5435.025391
	Iteration 65Q: 3 clusters Score -1.068465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55221 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10684611.000000 Penalty: 5435.025391
	Iteration 66Q: 3 clusters Score -1.068461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10684603.000000 Penalty: 5435.025391
	Iteration 67Q: 3 clusters Score -1.06846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10684551.000000 Penalty: 5435.025391
	Iteration 68Q: 3 clusters Score -1.068455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10684560.000000 Penalty: 5435.025391
	Iteration 69Q: 3 clusters Score -1.068456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10684531.000000 Penalty: 5435.025391
	Iteration 70Q: 3 clusters Score -1.068453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -10684529.000000 Penalty: 5435.025391
	Iteration 71Q: 3 clusters Score -1.068453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10684511.000000 Penalty: 5435.025391
	Iteration 72Q: 3 clusters Score -1.068451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55327 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -10684507.000000 Penalty: 5435.025391
	Iteration 73Q: 3 clusters Score -1.068451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -10684497.000000 Penalty: 5435.025391
	Iteration 74Q: 3 clusters Score -1.06845e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -10684500.000000 Penalty: 5435.025391
	Iteration 75Q: 3 clusters Score -1.06845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -10684494.000000 Penalty: 5435.025391
	Iteration 76Q: 3 clusters Score -1.068449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10684495.000000 Penalty: 5435.025391
	Iteration 77Q: 3 clusters Score -1.06845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55377 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10684501.000000 Penalty: 5435.025391
	Iteration 78Q: 3 clusters Score -1.06845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -10684503.000000 Penalty: 5435.025391
	Iteration 79Q: 3 clusters Score -1.06845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10684499.000000 Penalty: 5435.025391
	Iteration 80F: 3 clusters Score -1.06845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10684476.000000 Penalty: 5435.025391
	Iteration 81Q: 3 clusters Score -1.068448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -10684471.000000 Penalty: 5435.025391
	Iteration 82Q: 3 clusters Score -1.068447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10684464.000000 Penalty: 5435.025391
	Iteration 83Q: 3 clusters Score -1.068446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10684464.000000 Penalty: 5435.025391
	Iteration 84Q: 3 clusters Score -1.068446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10684458.000000 Penalty: 5435.025391
	Iteration 85Q: 3 clusters Score -1.068446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55449 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -10684459.000000 Penalty: 5435.025391
	Iteration 86Q: 3 clusters Score -1.068446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10684457.000000 Penalty: 5435.025391
	Iteration 87Q: 3 clusters Score -1.068446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55456 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -10684453.000000 Penalty: 5435.025391
	Iteration 88Q: 3 clusters Score -1.068445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10684443.000000 Penalty: 5435.025391
	Iteration 89Q: 3 clusters Score -1.068444e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10684435.000000 Penalty: 5435.025391
	Iteration 90Q: 3 clusters Score -1.068444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10684434.000000 Penalty: 5435.025391
	Iteration 91Q: 3 clusters Score -1.068443e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -10684434.000000 Penalty: 5435.025391
	Iteration 92F: 3 clusters Score -1.068443e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Entering Unmasked Estep 
Score: -419480.812500 Penalty: 1930.858765
	Iteration 0F: 2 clusters Score -419480.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -416728.281250 Penalty: 3861.717529
	Iteration 0F: 3 clusters Score -416728.3 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -417622.593750 Penalty: 3861.717529
	Iteration 1F: 3 clusters Score -417622.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -418299.250000 Penalty: 3861.717529
	Iteration 2F: 3 clusters Score -418299.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -418846.562500 Penalty: 3861.717529
	Iteration 3F: 3 clusters Score -418846.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -419513.375000 Penalty: 3861.717529
	Iteration 4F: 3 clusters Score -419513.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -419935.000000 Penalty: 3861.717529
	Iteration 5F: 3 clusters Score -419935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -420175.250000 Penalty: 3861.717529
	Iteration 6Q: 3 clusters Score -420175.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420295.656250 Penalty: 3861.717529
	Iteration 7Q: 3 clusters Score -420295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -420308.562500 Penalty: 3861.717529
	Iteration 8Q: 3 clusters Score -420308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -420313.375000 Penalty: 3861.717529
	Iteration 9Q: 3 clusters Score -420313.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -420317.312500 Penalty: 3861.717529
	Iteration 10Q: 3 clusters Score -420317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -420320.562500 Penalty: 3861.717529
	Iteration 11Q: 3 clusters Score -420320.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -420321.718750 Penalty: 3861.717529
	Iteration 12Q: 3 clusters Score -420321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -420325.875000 Penalty: 3861.717529
	Iteration 13Q: 3 clusters Score -420325.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -420328.500000 Penalty: 3861.717529
	Iteration 14Q: 3 clusters Score -420328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -420329.875000 Penalty: 3861.717529
	Iteration 15Q: 3 clusters Score -420329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -420329.875000 Penalty: 3861.717529
	Iteration 16F: 3 clusters Score -420329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 67824 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Entering Unmasked Estep 
Score: -136951808.000000 Penalty: 70429.164062
Splitting cluster 8 changes total score from -136931824.000000 to -136951808.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 9 (59839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Entering Unmasked Estep 
Score: -11157993.000000 Penalty: 2727.854248
	Iteration 0F: 2 clusters Score -1.115799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -11126523.000000 Penalty: 5455.708496
	Iteration 0F: 3 clusters Score -1.112652e+07 nChanged 27829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -11141922.000000 Penalty: 5455.708496
	Iteration 1F: 3 clusters Score -1.114192e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -11142621.000000 Penalty: 5455.708496
	Iteration 2Q: 3 clusters Score -1.114262e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -11143299.000000 Penalty: 5455.708496
	Iteration 3Q: 3 clusters Score -1.11433e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -11144185.000000 Penalty: 5455.708496
	Iteration 4Q: 3 clusters Score -1.114418e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -11145174.000000 Penalty: 5455.708496
	Iteration 5Q: 3 clusters Score -1.114517e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -11146378.000000 Penalty: 5455.708496
	Iteration 6Q: 3 clusters Score -1.114638e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -11148013.000000 Penalty: 5455.708496
	Iteration 7F: 3 clusters Score -1.114801e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -11150037.000000 Penalty: 5455.708496
	Iteration 8F: 3 clusters Score -1.115004e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -11152151.000000 Penalty: 5455.708496
	Iteration 9F: 3 clusters Score -1.115215e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -11154059.000000 Penalty: 5455.708496
	Iteration 10F: 3 clusters Score -1.115406e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -11155352.000000 Penalty: 5455.708496
	Iteration 11Q: 3 clusters Score -1.115535e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -11156252.000000 Penalty: 5455.708496
	Iteration 12Q: 3 clusters Score -1.115625e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -11156727.000000 Penalty: 5455.708496
	Iteration 13Q: 3 clusters Score -1.115673e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -11156862.000000 Penalty: 5455.708496
	Iteration 14Q: 3 clusters Score -1.115686e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -11156903.000000 Penalty: 5455.708496
	Iteration 15Q: 3 clusters Score -1.11569e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -11156883.000000 Penalty: 5455.708496
	Iteration 16Q: 3 clusters Score -1.115688e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -11156820.000000 Penalty: 5455.708496
	Iteration 17Q: 3 clusters Score -1.115682e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -11156825.000000 Penalty: 5455.708496
	Iteration 18Q: 3 clusters Score -1.115682e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -11156791.000000 Penalty: 5455.708496
	Iteration 19Q: 3 clusters Score -1.115679e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -11156731.000000 Penalty: 5455.708496
	Iteration 20F: 3 clusters Score -1.115673e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -11156732.000000 Penalty: 5455.708496
	Iteration 21Q: 3 clusters Score -1.115673e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
Score: -11156734.000000 Penalty: 5455.708496
	Iteration 22Q: 3 clusters Score -1.115673e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -11156703.000000 Penalty: 5455.708496
	Iteration 23Q: 3 clusters Score -1.11567e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 55492 members 
Entering Unmasked Estep 
Score: -11156730.000000 Penalty: 5455.708496
	Iteration 24Q: 3 clusters Score -1.115673e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -11156726.000000 Penalty: 5455.708496
	Iteration 25Q: 3 clusters Score -1.115673e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -11156701.000000 Penalty: 5455.708496
	Iteration 26Q: 3 clusters Score -1.11567e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -11156633.000000 Penalty: 5455.708496
	Iteration 27Q: 3 clusters Score -1.115663e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -11156609.000000 Penalty: 5455.708496
	Iteration 28Q: 3 clusters Score -1.115661e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 56019 members 
Entering Unmasked Estep 
Score: -11156546.000000 Penalty: 5455.708496
	Iteration 29Q: 3 clusters Score -1.115655e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 56087 members 
Entering Unmasked Estep 
Score: -11156562.000000 Penalty: 5455.708496
	Iteration 30Q: 3 clusters Score -1.115656e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -11156560.000000 Penalty: 5455.708496
	Iteration 31Q: 3 clusters Score -1.115656e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -11156567.000000 Penalty: 5455.708496
	Iteration 32Q: 3 clusters Score -1.115657e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -11156565.000000 Penalty: 5455.708496
	Iteration 33Q: 3 clusters Score -1.115656e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 56247 members 
Entering Unmasked Estep 
Score: -11156563.000000 Penalty: 5455.708496
	Iteration 34Q: 3 clusters Score -1.115656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 56277 members 
Entering Unmasked Estep 
Score: -11156559.000000 Penalty: 5455.708496
	Iteration 35Q: 3 clusters Score -1.115656e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 56309 members 
Entering Unmasked Estep 
Score: -11156570.000000 Penalty: 5455.708496
	Iteration 36Q: 3 clusters Score -1.115657e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -11156550.000000 Penalty: 5455.708496
	Iteration 37Q: 3 clusters Score -1.115655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -11156547.000000 Penalty: 5455.708496
	Iteration 38Q: 3 clusters Score -1.115655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 56366 members 
Entering Unmasked Estep 
Score: -11156546.000000 Penalty: 5455.708496
	Iteration 39Q: 3 clusters Score -1.115655e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 56382 members 
Entering Unmasked Estep 
Score: -11156536.000000 Penalty: 5455.708496
	Iteration 40F: 3 clusters Score -1.115654e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -11156517.000000 Penalty: 5455.708496
	Iteration 41Q: 3 clusters Score -1.115652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 56407 members 
Entering Unmasked Estep 
Score: -11156508.000000 Penalty: 5455.708496
	Iteration 42Q: 3 clusters Score -1.115651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -11156514.000000 Penalty: 5455.708496
	Iteration 43Q: 3 clusters Score -1.115651e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -11156520.000000 Penalty: 5455.708496
	Iteration 44Q: 3 clusters Score -1.115652e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 56454 members 
Entering Unmasked Estep 
Score: -11156516.000000 Penalty: 5455.708496
	Iteration 45Q: 3 clusters Score -1.115652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -11156497.000000 Penalty: 5455.708496
	Iteration 46Q: 3 clusters Score -1.11565e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 56500 members 
Entering Unmasked Estep 
Score: -11156482.000000 Penalty: 5455.708496
	Iteration 47Q: 3 clusters Score -1.115648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -11156481.000000 Penalty: 5455.708496
	Iteration 48Q: 3 clusters Score -1.115648e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -11156507.000000 Penalty: 5455.708496
	Iteration 49Q: 3 clusters Score -1.115651e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -11156506.000000 Penalty: 5455.708496
	Iteration 50Q: 3 clusters Score -1.115651e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 56586 members 
Entering Unmasked Estep 
Score: -11156533.000000 Penalty: 5455.708496
	Iteration 51Q: 3 clusters Score -1.115653e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 56610 members 
Entering Unmasked Estep 
Score: -11156531.000000 Penalty: 5455.708496
	Iteration 52Q: 3 clusters Score -1.115653e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -11156518.000000 Penalty: 5455.708496
	Iteration 53Q: 3 clusters Score -1.115652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -11156523.000000 Penalty: 5455.708496
	Iteration 54Q: 3 clusters Score -1.115652e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -11156524.000000 Penalty: 5455.708496
	Iteration 55Q: 3 clusters Score -1.115652e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -11156512.000000 Penalty: 5455.708496
	Iteration 56Q: 3 clusters Score -1.115651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -11156527.000000 Penalty: 5455.708496
	Iteration 57Q: 3 clusters Score -1.115653e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -11156526.000000 Penalty: 5455.708496
	Iteration 58Q: 3 clusters Score -1.115653e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -11156520.000000 Penalty: 5455.708496
	Iteration 59Q: 3 clusters Score -1.115652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -11156508.000000 Penalty: 5455.708496
	Iteration 60F: 3 clusters Score -1.115651e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -11156518.000000 Penalty: 5455.708496
	Iteration 61Q: 3 clusters Score -1.115652e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 56775 members 
Entering Unmasked Estep 
Score: -11156523.000000 Penalty: 5455.708496
	Iteration 62Q: 3 clusters Score -1.115652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -11156519.000000 Penalty: 5455.708496
	Iteration 63Q: 3 clusters Score -1.115652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 56813 members 
Entering Unmasked Estep 
Score: -11156491.000000 Penalty: 5455.708496
	Iteration 64Q: 3 clusters Score -1.115649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -11156484.000000 Penalty: 5455.708496
	Iteration 65Q: 3 clusters Score -1.115648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -11156486.000000 Penalty: 5455.708496
	Iteration 66Q: 3 clusters Score -1.115649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
Score: -11156488.000000 Penalty: 5455.708496
	Iteration 67Q: 3 clusters Score -1.115649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 56872 members 
Entering Unmasked Estep 
Score: -11156498.000000 Penalty: 5455.708496
	Iteration 68Q: 3 clusters Score -1.11565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 56887 members 
Entering Unmasked Estep 
Score: -11156503.000000 Penalty: 5455.708496
	Iteration 69Q: 3 clusters Score -1.11565e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -11156504.000000 Penalty: 5455.708496
	Iteration 70Q: 3 clusters Score -1.11565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 56909 members 
Entering Unmasked Estep 
Score: -11156511.000000 Penalty: 5455.708496
	Iteration 71Q: 3 clusters Score -1.115651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -11156508.000000 Penalty: 5455.708496
	Iteration 72Q: 3 clusters Score -1.115651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 56916 members 
Entering Unmasked Estep 
Score: -11156520.000000 Penalty: 5455.708496
	Iteration 73Q: 3 clusters Score -1.115652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -11156520.000000 Penalty: 5455.708496
	Iteration 74Q: 3 clusters Score -1.115652e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -11156506.000000 Penalty: 5455.708496
	Iteration 75Q: 3 clusters Score -1.115651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 56951 members 
Entering Unmasked Estep 
Score: -11156496.000000 Penalty: 5455.708496
	Iteration 76Q: 3 clusters Score -1.11565e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 56966 members 
Entering Unmasked Estep 
Score: -11156491.000000 Penalty: 5455.708496
	Iteration 77Q: 3 clusters Score -1.115649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 56973 members 
Entering Unmasked Estep 
Score: -11156500.000000 Penalty: 5455.708496
	Iteration 78Q: 3 clusters Score -1.11565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -11156511.000000 Penalty: 5455.708496
	Iteration 79Q: 3 clusters Score -1.115651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 56976 members 
Entering Unmasked Estep 
Score: -11156514.000000 Penalty: 5455.708496
	Iteration 80F: 3 clusters Score -1.115651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 56978 members 
Entering Unmasked Estep 
Score: -11156511.000000 Penalty: 5455.708496
	Iteration 81Q: 3 clusters Score -1.115651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -11156511.000000 Penalty: 5455.708496
	Iteration 82Q: 3 clusters Score -1.115651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -11156514.000000 Penalty: 5455.708496
	Iteration 83Q: 3 clusters Score -1.115651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 56996 members 
Entering Unmasked Estep 
Score: -11156518.000000 Penalty: 5455.708496
	Iteration 84Q: 3 clusters Score -1.115652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -11156514.000000 Penalty: 5455.708496
	Iteration 85Q: 3 clusters Score -1.115651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -11156502.000000 Penalty: 5455.708496
	Iteration 86Q: 3 clusters Score -1.11565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -11156502.000000 Penalty: 5455.708496
	Iteration 87Q: 3 clusters Score -1.11565e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 57022 members 
Entering Unmasked Estep 
Score: -11156498.000000 Penalty: 5455.708496
	Iteration 88Q: 3 clusters Score -1.11565e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -11156497.000000 Penalty: 5455.708496
	Iteration 89Q: 3 clusters Score -1.11565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -11156500.000000 Penalty: 5455.708496
	Iteration 90Q: 3 clusters Score -1.11565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -11156497.000000 Penalty: 5455.708496
	Iteration 91Q: 3 clusters Score -1.11565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -11156508.000000 Penalty: 5455.708496
	Iteration 92Q: 3 clusters Score -1.115651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -11156508.000000 Penalty: 5455.708496
	Iteration 93Q: 3 clusters Score -1.115651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -11156512.000000 Penalty: 5455.708496
	Iteration 94Q: 3 clusters Score -1.115651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -11156513.000000 Penalty: 5455.708496
	Iteration 95Q: 3 clusters Score -1.115651e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57026 members 
Entering Unmasked Estep 
Score: -11156513.000000 Penalty: 5455.708496
	Iteration 96F: 3 clusters Score -1.115651e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (67824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67824 members 
Entering Unmasked Estep 
Score: -12784267.000000 Penalty: 2758.918457
	Iteration 0F: 2 clusters Score -1.278427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -12758957.000000 Penalty: 5517.836914
	Iteration 0F: 3 clusters Score -1.275896e+07 nChanged 31667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -12776814.000000 Penalty: 5517.836914
	Iteration 1F: 3 clusters Score -1.277681e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -12777561.000000 Penalty: 5517.836914
	Iteration 2Q: 3 clusters Score -1.277756e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -12778150.000000 Penalty: 5517.836914
	Iteration 3Q: 3 clusters Score -1.277815e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -12778794.000000 Penalty: 5517.836914
	Iteration 4Q: 3 clusters Score -1.277879e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -12779482.000000 Penalty: 5517.836914
	Iteration 5Q: 3 clusters Score -1.277948e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -12780381.000000 Penalty: 5517.836914
	Iteration 6Q: 3 clusters Score -1.278038e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -12781567.000000 Penalty: 5517.836914
	Iteration 7Q: 3 clusters Score -1.278157e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -12783368.000000 Penalty: 5517.836914
	Iteration 8Q: 3 clusters Score -1.278337e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -12785740.000000 Penalty: 5517.836914
	Iteration 9F: 3 clusters Score -1.278574e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -12788572.000000 Penalty: 5517.836914
	Iteration 10F: 3 clusters Score -1.278857e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -12790473.000000 Penalty: 5517.836914
	Iteration 11F: 3 clusters Score -1.279047e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -12791316.000000 Penalty: 5517.836914
	Iteration 12Q: 3 clusters Score -1.279132e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -12791463.000000 Penalty: 5517.836914
	Iteration 13Q: 3 clusters Score -1.279146e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -12791626.000000 Penalty: 5517.836914
	Iteration 14Q: 3 clusters Score -1.279163e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -12791730.000000 Penalty: 5517.836914
	Iteration 15Q: 3 clusters Score -1.279173e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -12791842.000000 Penalty: 5517.836914
	Iteration 16Q: 3 clusters Score -1.279184e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -12791928.000000 Penalty: 5517.836914
	Iteration 17Q: 3 clusters Score -1.279193e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -12792006.000000 Penalty: 5517.836914
	Iteration 18Q: 3 clusters Score -1.279201e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -12792067.000000 Penalty: 5517.836914
	Iteration 19Q: 3 clusters Score -1.279207e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -12792155.000000 Penalty: 5517.836914
	Iteration 20F: 3 clusters Score -1.279216e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -12792221.000000 Penalty: 5517.836914
	Iteration 21Q: 3 clusters Score -1.279222e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -12792275.000000 Penalty: 5517.836914
	Iteration 22Q: 3 clusters Score -1.279228e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -12792310.000000 Penalty: 5517.836914
	Iteration 23Q: 3 clusters Score -1.279231e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -12792339.000000 Penalty: 5517.836914
	Iteration 24Q: 3 clusters Score -1.279234e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -12792419.000000 Penalty: 5517.836914
	Iteration 25Q: 3 clusters Score -1.279242e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -12792459.000000 Penalty: 5517.836914
	Iteration 26Q: 3 clusters Score -1.279246e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -12792489.000000 Penalty: 5517.836914
	Iteration 27Q: 3 clusters Score -1.279249e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -12792511.000000 Penalty: 5517.836914
	Iteration 28Q: 3 clusters Score -1.279251e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -12792597.000000 Penalty: 5517.836914
	Iteration 29Q: 3 clusters Score -1.27926e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -12792657.000000 Penalty: 5517.836914
	Iteration 30Q: 3 clusters Score -1.279266e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -12792733.000000 Penalty: 5517.836914
	Iteration 31Q: 3 clusters Score -1.279273e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -12792775.000000 Penalty: 5517.836914
	Iteration 32Q: 3 clusters Score -1.279278e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -12792810.000000 Penalty: 5517.836914
	Iteration 33Q: 3 clusters Score -1.279281e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -12792878.000000 Penalty: 5517.836914
	Iteration 34Q: 3 clusters Score -1.279288e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -12792984.000000 Penalty: 5517.836914
	Iteration 35Q: 3 clusters Score -1.279298e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -12793061.000000 Penalty: 5517.836914
	Iteration 36Q: 3 clusters Score -1.279306e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -12793105.000000 Penalty: 5517.836914
	Iteration 37Q: 3 clusters Score -1.27931e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -12793134.000000 Penalty: 5517.836914
	Iteration 38Q: 3 clusters Score -1.279313e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -12793184.000000 Penalty: 5517.836914
	Iteration 39Q: 3 clusters Score -1.279318e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -12793299.000000 Penalty: 5517.836914
	Iteration 40F: 3 clusters Score -1.27933e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -12793333.000000 Penalty: 5517.836914
	Iteration 41Q: 3 clusters Score -1.279333e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -12793473.000000 Penalty: 5517.836914
	Iteration 42Q: 3 clusters Score -1.279347e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -12793550.000000 Penalty: 5517.836914
	Iteration 43Q: 3 clusters Score -1.279355e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -12793651.000000 Penalty: 5517.836914
	Iteration 44Q: 3 clusters Score -1.279365e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -12793706.000000 Penalty: 5517.836914
	Iteration 45Q: 3 clusters Score -1.279371e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -12793777.000000 Penalty: 5517.836914
	Iteration 46Q: 3 clusters Score -1.279378e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -12793801.000000 Penalty: 5517.836914
	Iteration 47Q: 3 clusters Score -1.27938e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -12793834.000000 Penalty: 5517.836914
	Iteration 48Q: 3 clusters Score -1.279383e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -12793922.000000 Penalty: 5517.836914
	Iteration 49Q: 3 clusters Score -1.279392e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -12793965.000000 Penalty: 5517.836914
	Iteration 50Q: 3 clusters Score -1.279396e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -12794016.000000 Penalty: 5517.836914
	Iteration 51Q: 3 clusters Score -1.279402e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -12794084.000000 Penalty: 5517.836914
	Iteration 52Q: 3 clusters Score -1.279408e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -12794120.000000 Penalty: 5517.836914
	Iteration 53Q: 3 clusters Score -1.279412e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -12794151.000000 Penalty: 5517.836914
	Iteration 54Q: 3 clusters Score -1.279415e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -12794209.000000 Penalty: 5517.836914
	Iteration 55Q: 3 clusters Score -1.279421e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -12794230.000000 Penalty: 5517.836914
	Iteration 56Q: 3 clusters Score -1.279423e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -12794266.000000 Penalty: 5517.836914
	Iteration 57Q: 3 clusters Score -1.279427e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -12794240.000000 Penalty: 5517.836914
	Iteration 58Q: 3 clusters Score -1.279424e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -12794241.000000 Penalty: 5517.836914
	Iteration 59Q: 3 clusters Score -1.279424e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -12794258.000000 Penalty: 5517.836914
	Iteration 60F: 3 clusters Score -1.279426e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -12794265.000000 Penalty: 5517.836914
	Iteration 61Q: 3 clusters Score -1.279426e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -12794269.000000 Penalty: 5517.836914
	Iteration 62Q: 3 clusters Score -1.279427e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -12794283.000000 Penalty: 5517.836914
	Iteration 63Q: 3 clusters Score -1.279428e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -12794267.000000 Penalty: 5517.836914
	Iteration 64Q: 3 clusters Score -1.279427e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -12794272.000000 Penalty: 5517.836914
	Iteration 65Q: 3 clusters Score -1.279427e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -12794240.000000 Penalty: 5517.836914
	Iteration 66Q: 3 clusters Score -1.279424e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -12794222.000000 Penalty: 5517.836914
	Iteration 67Q: 3 clusters Score -1.279422e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -12794259.000000 Penalty: 5517.836914
	Iteration 68Q: 3 clusters Score -1.279426e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -12794262.000000 Penalty: 5517.836914
	Iteration 69Q: 3 clusters Score -1.279426e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -12794312.000000 Penalty: 5517.836914
	Iteration 70Q: 3 clusters Score -1.279431e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -12794294.000000 Penalty: 5517.836914
	Iteration 71Q: 3 clusters Score -1.279429e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -12794307.000000 Penalty: 5517.836914
	Iteration 72Q: 3 clusters Score -1.279431e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -12794324.000000 Penalty: 5517.836914
	Iteration 73Q: 3 clusters Score -1.279432e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -12794345.000000 Penalty: 5517.836914
	Iteration 74Q: 3 clusters Score -1.279434e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -12794347.000000 Penalty: 5517.836914
	Iteration 75Q: 3 clusters Score -1.279435e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -12794323.000000 Penalty: 5517.836914
	Iteration 76Q: 3 clusters Score -1.279432e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -12794338.000000 Penalty: 5517.836914
	Iteration 77Q: 3 clusters Score -1.279434e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -12794345.000000 Penalty: 5517.836914
	Iteration 78Q: 3 clusters Score -1.279434e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -12794365.000000 Penalty: 5517.836914
	Iteration 79Q: 3 clusters Score -1.279436e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -12794377.000000 Penalty: 5517.836914
	Iteration 80F: 3 clusters Score -1.279438e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -12794362.000000 Penalty: 5517.836914
	Iteration 81Q: 3 clusters Score -1.279436e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -12794399.000000 Penalty: 5517.836914
	Iteration 82Q: 3 clusters Score -1.27944e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -12794360.000000 Penalty: 5517.836914
	Iteration 83Q: 3 clusters Score -1.279436e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -12794379.000000 Penalty: 5517.836914
	Iteration 84Q: 3 clusters Score -1.279438e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -12794345.000000 Penalty: 5517.836914
	Iteration 85Q: 3 clusters Score -1.279434e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -12794353.000000 Penalty: 5517.836914
	Iteration 86Q: 3 clusters Score -1.279435e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -12794393.000000 Penalty: 5517.836914
	Iteration 87Q: 3 clusters Score -1.279439e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -12794407.000000 Penalty: 5517.836914
	Iteration 88Q: 3 clusters Score -1.279441e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -12794433.000000 Penalty: 5517.836914
	Iteration 89Q: 3 clusters Score -1.279443e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -12794444.000000 Penalty: 5517.836914
	Iteration 90Q: 3 clusters Score -1.279444e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -12794452.000000 Penalty: 5517.836914
	Iteration 91Q: 3 clusters Score -1.279445e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -12794444.000000 Penalty: 5517.836914
	Iteration 92Q: 3 clusters Score -1.279444e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -12794484.000000 Penalty: 5517.836914
	Iteration 93Q: 3 clusters Score -1.279448e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -12794469.000000 Penalty: 5517.836914
	Iteration 94Q: 3 clusters Score -1.279447e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -12794401.000000 Penalty: 5517.836914
	Iteration 95Q: 3 clusters Score -1.27944e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -12794452.000000 Penalty: 5517.836914
	Iteration 96Q: 3 clusters Score -1.279445e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -12794457.000000 Penalty: 5517.836914
	Iteration 97Q: 3 clusters Score -1.279446e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -12794447.000000 Penalty: 5517.836914
	Iteration 98Q: 3 clusters Score -1.279445e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -12794446.000000 Penalty: 5517.836914
	Iteration 99Q: 3 clusters Score -1.279445e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -12794487.000000 Penalty: 5517.836914
	Iteration 100F: 3 clusters Score -1.279449e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -12794470.000000 Penalty: 5517.836914
	Iteration 101Q: 3 clusters Score -1.279447e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -12794500.000000 Penalty: 5517.836914
	Iteration 102Q: 3 clusters Score -1.27945e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -12794514.000000 Penalty: 5517.836914
	Iteration 103Q: 3 clusters Score -1.279451e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -12794527.000000 Penalty: 5517.836914
	Iteration 104Q: 3 clusters Score -1.279453e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -12794550.000000 Penalty: 5517.836914
	Iteration 105Q: 3 clusters Score -1.279455e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -12794588.000000 Penalty: 5517.836914
	Iteration 106Q: 3 clusters Score -1.279459e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -12794594.000000 Penalty: 5517.836914
	Iteration 107Q: 3 clusters Score -1.279459e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -12794640.000000 Penalty: 5517.836914
	Iteration 108Q: 3 clusters Score -1.279464e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -12794615.000000 Penalty: 5517.836914
	Iteration 109Q: 3 clusters Score -1.279462e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -12794573.000000 Penalty: 5517.836914
	Iteration 110Q: 3 clusters Score -1.279457e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -12794554.000000 Penalty: 5517.836914
	Iteration 111Q: 3 clusters Score -1.279455e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -12794537.000000 Penalty: 5517.836914
	Iteration 112Q: 3 clusters Score -1.279454e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -12794543.000000 Penalty: 5517.836914
	Iteration 113Q: 3 clusters Score -1.279454e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -12794564.000000 Penalty: 5517.836914
	Iteration 114Q: 3 clusters Score -1.279456e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -12794554.000000 Penalty: 5517.836914
	Iteration 115Q: 3 clusters Score -1.279455e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -12794570.000000 Penalty: 5517.836914
	Iteration 116Q: 3 clusters Score -1.279457e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -12794511.000000 Penalty: 5517.836914
	Iteration 117Q: 3 clusters Score -1.279451e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -12794533.000000 Penalty: 5517.836914
	Iteration 118Q: 3 clusters Score -1.279453e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -12794532.000000 Penalty: 5517.836914
	Iteration 119Q: 3 clusters Score -1.279453e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -12794528.000000 Penalty: 5517.836914
	Iteration 120F: 3 clusters Score -1.279453e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -12794497.000000 Penalty: 5517.836914
	Iteration 121Q: 3 clusters Score -1.27945e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -12794495.000000 Penalty: 5517.836914
	Iteration 122Q: 3 clusters Score -1.27945e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -12794493.000000 Penalty: 5517.836914
	Iteration 123Q: 3 clusters Score -1.279449e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -12794525.000000 Penalty: 5517.836914
	Iteration 124Q: 3 clusters Score -1.279452e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -12794510.000000 Penalty: 5517.836914
	Iteration 125Q: 3 clusters Score -1.279451e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -12794508.000000 Penalty: 5517.836914
	Iteration 126Q: 3 clusters Score -1.279451e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -12794533.000000 Penalty: 5517.836914
	Iteration 127Q: 3 clusters Score -1.279453e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -12794532.000000 Penalty: 5517.836914
	Iteration 128Q: 3 clusters Score -1.279453e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -12794488.000000 Penalty: 5517.836914
	Iteration 129Q: 3 clusters Score -1.279449e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -12794428.000000 Penalty: 5517.836914
	Iteration 130Q: 3 clusters Score -1.279443e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -12794364.000000 Penalty: 5517.836914
	Iteration 131Q: 3 clusters Score -1.279436e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -12794370.000000 Penalty: 5517.836914
	Iteration 132Q: 3 clusters Score -1.279437e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -12794340.000000 Penalty: 5517.836914
	Iteration 133Q: 3 clusters Score -1.279434e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -12794337.000000 Penalty: 5517.836914
	Iteration 134Q: 3 clusters Score -1.279434e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -12794362.000000 Penalty: 5517.836914
	Iteration 135Q: 3 clusters Score -1.279436e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -12794336.000000 Penalty: 5517.836914
	Iteration 136Q: 3 clusters Score -1.279434e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -12794333.000000 Penalty: 5517.836914
	Iteration 137Q: 3 clusters Score -1.279433e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -12794330.000000 Penalty: 5517.836914
	Iteration 138Q: 3 clusters Score -1.279433e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -12794330.000000 Penalty: 5517.836914
	Iteration 139Q: 3 clusters Score -1.279433e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -12794332.000000 Penalty: 5517.836914
	Iteration 140F: 3 clusters Score -1.279433e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -12794367.000000 Penalty: 5517.836914
	Iteration 141Q: 3 clusters Score -1.279437e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -12794388.000000 Penalty: 5517.836914
	Iteration 142Q: 3 clusters Score -1.279439e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -12794391.000000 Penalty: 5517.836914
	Iteration 143Q: 3 clusters Score -1.279439e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -12794364.000000 Penalty: 5517.836914
	Iteration 144Q: 3 clusters Score -1.279436e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -12794354.000000 Penalty: 5517.836914
	Iteration 145Q: 3 clusters Score -1.279435e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -12794362.000000 Penalty: 5517.836914
	Iteration 146Q: 3 clusters Score -1.279436e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -12794371.000000 Penalty: 5517.836914
	Iteration 147Q: 3 clusters Score -1.279437e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -12794339.000000 Penalty: 5517.836914
	Iteration 148Q: 3 clusters Score -1.279434e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -12794312.000000 Penalty: 5517.836914
	Iteration 149Q: 3 clusters Score -1.279431e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -12794346.000000 Penalty: 5517.836914
	Iteration 150Q: 3 clusters Score -1.279435e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -12794320.000000 Penalty: 5517.836914
	Iteration 151Q: 3 clusters Score -1.279432e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -12794331.000000 Penalty: 5517.836914
	Iteration 152Q: 3 clusters Score -1.279433e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -12794348.000000 Penalty: 5517.836914
	Iteration 153Q: 3 clusters Score -1.279435e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -12794384.000000 Penalty: 5517.836914
	Iteration 154Q: 3 clusters Score -1.279438e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -12794392.000000 Penalty: 5517.836914
	Iteration 155Q: 3 clusters Score -1.279439e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -12794401.000000 Penalty: 5517.836914
	Iteration 156Q: 3 clusters Score -1.27944e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -12794439.000000 Penalty: 5517.836914
	Iteration 157Q: 3 clusters Score -1.279444e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -12794444.000000 Penalty: 5517.836914
	Iteration 158Q: 3 clusters Score -1.279444e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -12794444.000000 Penalty: 5517.836914
	Iteration 159Q: 3 clusters Score -1.279444e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -12794400.000000 Penalty: 5517.836914
	Iteration 160F: 3 clusters Score -1.27944e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -12794390.000000 Penalty: 5517.836914
	Iteration 161Q: 3 clusters Score -1.279439e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -12794396.000000 Penalty: 5517.836914
	Iteration 162Q: 3 clusters Score -1.27944e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -12794412.000000 Penalty: 5517.836914
	Iteration 163Q: 3 clusters Score -1.279441e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -12794442.000000 Penalty: 5517.836914
	Iteration 164Q: 3 clusters Score -1.279444e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12794443.000000 Penalty: 5517.836914
	Iteration 165Q: 3 clusters Score -1.279444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -12794423.000000 Penalty: 5517.836914
	Iteration 166Q: 3 clusters Score -1.279442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -12794418.000000 Penalty: 5517.836914
	Iteration 167Q: 3 clusters Score -1.279442e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -12794411.000000 Penalty: 5517.836914
	Iteration 168Q: 3 clusters Score -1.279441e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -12794441.000000 Penalty: 5517.836914
	Iteration 169Q: 3 clusters Score -1.279444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -12794469.000000 Penalty: 5517.836914
	Iteration 170Q: 3 clusters Score -1.279447e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -12794468.000000 Penalty: 5517.836914
	Iteration 171Q: 3 clusters Score -1.279447e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -12794467.000000 Penalty: 5517.836914
	Iteration 172Q: 3 clusters Score -1.279447e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -12794439.000000 Penalty: 5517.836914
	Iteration 173Q: 3 clusters Score -1.279444e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -12794438.000000 Penalty: 5517.836914
	Iteration 174Q: 3 clusters Score -1.279444e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -12794446.000000 Penalty: 5517.836914
	Iteration 175Q: 3 clusters Score -1.279445e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -12794472.000000 Penalty: 5517.836914
	Iteration 176Q: 3 clusters Score -1.279447e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -12794472.000000 Penalty: 5517.836914
	Iteration 177Q: 3 clusters Score -1.279447e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -12794483.000000 Penalty: 5517.836914
	Iteration 178Q: 3 clusters Score -1.279448e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -12794479.000000 Penalty: 5517.836914
	Iteration 179Q: 3 clusters Score -1.279448e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -12794499.000000 Penalty: 5517.836914
	Iteration 180F: 3 clusters Score -1.27945e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -12794514.000000 Penalty: 5517.836914
	Iteration 181Q: 3 clusters Score -1.279451e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -12794545.000000 Penalty: 5517.836914
	Iteration 182Q: 3 clusters Score -1.279454e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -12794555.000000 Penalty: 5517.836914
	Iteration 183Q: 3 clusters Score -1.279456e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -12794528.000000 Penalty: 5517.836914
	Iteration 184Q: 3 clusters Score -1.279453e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -12794499.000000 Penalty: 5517.836914
	Iteration 185Q: 3 clusters Score -1.27945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -12794504.000000 Penalty: 5517.836914
	Iteration 186Q: 3 clusters Score -1.27945e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -12794498.000000 Penalty: 5517.836914
	Iteration 187Q: 3 clusters Score -1.27945e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -12794487.000000 Penalty: 5517.836914
	Iteration 188Q: 3 clusters Score -1.279449e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -12794490.000000 Penalty: 5517.836914
	Iteration 189Q: 3 clusters Score -1.279449e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -12794483.000000 Penalty: 5517.836914
	Iteration 190Q: 3 clusters Score -1.279448e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -12794496.000000 Penalty: 5517.836914
	Iteration 191Q: 3 clusters Score -1.27945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -12794510.000000 Penalty: 5517.836914
	Iteration 192Q: 3 clusters Score -1.279451e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -12794507.000000 Penalty: 5517.836914
	Iteration 193Q: 3 clusters Score -1.279451e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -12794495.000000 Penalty: 5517.836914
	Iteration 194Q: 3 clusters Score -1.27945e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -12794515.000000 Penalty: 5517.836914
	Iteration 195Q: 3 clusters Score -1.279452e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -12794524.000000 Penalty: 5517.836914
	Iteration 196Q: 3 clusters Score -1.279452e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -12794534.000000 Penalty: 5517.836914
	Iteration 197Q: 3 clusters Score -1.279453e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -12794542.000000 Penalty: 5517.836914
	Iteration 198Q: 3 clusters Score -1.279454e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -12794545.000000 Penalty: 5517.836914
	Iteration 199Q: 3 clusters Score -1.279454e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -12794525.000000 Penalty: 5517.836914
	Iteration 200F: 3 clusters Score -1.279452e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -12794530.000000 Penalty: 5517.836914
	Iteration 201Q: 3 clusters Score -1.279453e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -12794518.000000 Penalty: 5517.836914
	Iteration 202Q: 3 clusters Score -1.279452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -12794534.000000 Penalty: 5517.836914
	Iteration 203Q: 3 clusters Score -1.279453e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -12794554.000000 Penalty: 5517.836914
	Iteration 204Q: 3 clusters Score -1.279455e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -12794539.000000 Penalty: 5517.836914
	Iteration 205Q: 3 clusters Score -1.279454e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -12794522.000000 Penalty: 5517.836914
	Iteration 206Q: 3 clusters Score -1.279452e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -12794542.000000 Penalty: 5517.836914
	Iteration 207Q: 3 clusters Score -1.279454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -12794547.000000 Penalty: 5517.836914
	Iteration 208Q: 3 clusters Score -1.279455e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -12794543.000000 Penalty: 5517.836914
	Iteration 209Q: 3 clusters Score -1.279454e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -12794529.000000 Penalty: 5517.836914
	Iteration 210Q: 3 clusters Score -1.279453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -12794527.000000 Penalty: 5517.836914
	Iteration 211Q: 3 clusters Score -1.279453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -12794518.000000 Penalty: 5517.836914
	Iteration 212Q: 3 clusters Score -1.279452e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -12794505.000000 Penalty: 5517.836914
	Iteration 213Q: 3 clusters Score -1.27945e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -12794506.000000 Penalty: 5517.836914
	Iteration 214Q: 3 clusters Score -1.279451e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -12794504.000000 Penalty: 5517.836914
	Iteration 215Q: 3 clusters Score -1.27945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -12794515.000000 Penalty: 5517.836914
	Iteration 216Q: 3 clusters Score -1.279452e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -12794527.000000 Penalty: 5517.836914
	Iteration 217Q: 3 clusters Score -1.279453e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -12794516.000000 Penalty: 5517.836914
	Iteration 218Q: 3 clusters Score -1.279452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -12794511.000000 Penalty: 5517.836914
	Iteration 219Q: 3 clusters Score -1.279451e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -12794512.000000 Penalty: 5517.836914
	Iteration 220F: 3 clusters Score -1.279451e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -12794520.000000 Penalty: 5517.836914
	Iteration 221Q: 3 clusters Score -1.279452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -12794517.000000 Penalty: 5517.836914
	Iteration 222Q: 3 clusters Score -1.279452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -12794518.000000 Penalty: 5517.836914
	Iteration 223Q: 3 clusters Score -1.279452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -12794505.000000 Penalty: 5517.836914
	Iteration 224Q: 3 clusters Score -1.27945e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -12794512.000000 Penalty: 5517.836914
	Iteration 225Q: 3 clusters Score -1.279451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -12794533.000000 Penalty: 5517.836914
	Iteration 226Q: 3 clusters Score -1.279453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -12794537.000000 Penalty: 5517.836914
	Iteration 227Q: 3 clusters Score -1.279454e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -12794500.000000 Penalty: 5517.836914
	Iteration 228Q: 3 clusters Score -1.27945e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -12794515.000000 Penalty: 5517.836914
	Iteration 229Q: 3 clusters Score -1.279452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -12794514.000000 Penalty: 5517.836914
	Iteration 230Q: 3 clusters Score -1.279451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -12794526.000000 Penalty: 5517.836914
	Iteration 231Q: 3 clusters Score -1.279453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -12794518.000000 Penalty: 5517.836914
	Iteration 232Q: 3 clusters Score -1.279452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -12794532.000000 Penalty: 5517.836914
	Iteration 233Q: 3 clusters Score -1.279453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -12794529.000000 Penalty: 5517.836914
	Iteration 234Q: 3 clusters Score -1.279453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -12794530.000000 Penalty: 5517.836914
	Iteration 235Q: 3 clusters Score -1.279453e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -12794531.000000 Penalty: 5517.836914
	Iteration 236Q: 3 clusters Score -1.279453e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -12794547.000000 Penalty: 5517.836914
	Iteration 237Q: 3 clusters Score -1.279455e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -12794547.000000 Penalty: 5517.836914
	Iteration 238Q: 3 clusters Score -1.279455e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -12794555.000000 Penalty: 5517.836914
	Iteration 239Q: 3 clusters Score -1.279456e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -12794560.000000 Penalty: 5517.836914
	Iteration 240F: 3 clusters Score -1.279456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -12794548.000000 Penalty: 5517.836914
	Iteration 241Q: 3 clusters Score -1.279455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -12794558.000000 Penalty: 5517.836914
	Iteration 242Q: 3 clusters Score -1.279456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -12794573.000000 Penalty: 5517.836914
	Iteration 243Q: 3 clusters Score -1.279457e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41234 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -12794571.000000 Penalty: 5517.836914
	Iteration 244Q: 3 clusters Score -1.279457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -12794558.000000 Penalty: 5517.836914
	Iteration 245Q: 3 clusters Score -1.279456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -12794559.000000 Penalty: 5517.836914
	Iteration 246Q: 3 clusters Score -1.279456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -12794552.000000 Penalty: 5517.836914
	Iteration 247Q: 3 clusters Score -1.279455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -12794550.000000 Penalty: 5517.836914
	Iteration 248Q: 3 clusters Score -1.279455e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -12794545.000000 Penalty: 5517.836914
	Iteration 249Q: 3 clusters Score -1.279454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -12794545.000000 Penalty: 5517.836914
	Iteration 250Q: 3 clusters Score -1.279454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -12794542.000000 Penalty: 5517.836914
	Iteration 251Q: 3 clusters Score -1.279454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -12794526.000000 Penalty: 5517.836914
	Iteration 252Q: 3 clusters Score -1.279453e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -12794536.000000 Penalty: 5517.836914
	Iteration 253Q: 3 clusters Score -1.279454e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -12794536.000000 Penalty: 5517.836914
	Iteration 254Q: 3 clusters Score -1.279454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -12794532.000000 Penalty: 5517.836914
	Iteration 255Q: 3 clusters Score -1.279453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -12794531.000000 Penalty: 5517.836914
	Iteration 256Q: 3 clusters Score -1.279453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -12794536.000000 Penalty: 5517.836914
	Iteration 257Q: 3 clusters Score -1.279454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -12794538.000000 Penalty: 5517.836914
	Iteration 258Q: 3 clusters Score -1.279454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -12794545.000000 Penalty: 5517.836914
	Iteration 259Q: 3 clusters Score -1.279454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -12794537.000000 Penalty: 5517.836914
	Iteration 260F: 3 clusters Score -1.279454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -12794517.000000 Penalty: 5517.836914
	Iteration 261Q: 3 clusters Score -1.279452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -12794520.000000 Penalty: 5517.836914
	Iteration 262Q: 3 clusters Score -1.279452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -12794526.000000 Penalty: 5517.836914
	Iteration 263Q: 3 clusters Score -1.279453e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41164 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -12794518.000000 Penalty: 5517.836914
	Iteration 264Q: 3 clusters Score -1.279452e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -12794507.000000 Penalty: 5517.836914
	Iteration 265Q: 3 clusters Score -1.279451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -12794513.000000 Penalty: 5517.836914
	Iteration 266Q: 3 clusters Score -1.279451e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -12794513.000000 Penalty: 5517.836914
	Iteration 267Q: 3 clusters Score -1.279451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -12794514.000000 Penalty: 5517.836914
	Iteration 268Q: 3 clusters Score -1.279451e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -12794528.000000 Penalty: 5517.836914
	Iteration 269Q: 3 clusters Score -1.279453e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -12794532.000000 Penalty: 5517.836914
	Iteration 270Q: 3 clusters Score -1.279453e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -12794522.000000 Penalty: 5517.836914
	Iteration 271Q: 3 clusters Score -1.279452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -12794556.000000 Penalty: 5517.836914
	Iteration 272Q: 3 clusters Score -1.279456e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -12794548.000000 Penalty: 5517.836914
	Iteration 273Q: 3 clusters Score -1.279455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -12794548.000000 Penalty: 5517.836914
	Iteration 274Q: 3 clusters Score -1.279455e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -12794552.000000 Penalty: 5517.836914
	Iteration 275Q: 3 clusters Score -1.279455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40890 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -12794523.000000 Penalty: 5517.836914
	Iteration 276Q: 3 clusters Score -1.279452e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -12794521.000000 Penalty: 5517.836914
	Iteration 277Q: 3 clusters Score -1.279452e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -12794536.000000 Penalty: 5517.836914
	Iteration 278Q: 3 clusters Score -1.279454e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -12794541.000000 Penalty: 5517.836914
	Iteration 279Q: 3 clusters Score -1.279454e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 27031 members 
Entering Unmasked Estep 
Score: -12794546.000000 Penalty: 5517.836914
	Iteration 280F: 3 clusters Score -1.279455e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -12794568.000000 Penalty: 5517.836914
	Iteration 281Q: 3 clusters Score -1.279457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -12794549.000000 Penalty: 5517.836914
	Iteration 282Q: 3 clusters Score -1.279455e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -12794573.000000 Penalty: 5517.836914
	Iteration 283Q: 3 clusters Score -1.279457e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -12794584.000000 Penalty: 5517.836914
	Iteration 284Q: 3 clusters Score -1.279458e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -12794566.000000 Penalty: 5517.836914
	Iteration 285Q: 3 clusters Score -1.279457e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -12794554.000000 Penalty: 5517.836914
	Iteration 286Q: 3 clusters Score -1.279455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -12794567.000000 Penalty: 5517.836914
	Iteration 287Q: 3 clusters Score -1.279457e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -12794575.000000 Penalty: 5517.836914
	Iteration 288Q: 3 clusters Score -1.279458e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -12794565.000000 Penalty: 5517.836914
	Iteration 289Q: 3 clusters Score -1.279456e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -12794608.000000 Penalty: 5517.836914
	Iteration 290Q: 3 clusters Score -1.279461e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -12794612.000000 Penalty: 5517.836914
	Iteration 291Q: 3 clusters Score -1.279461e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -12794617.000000 Penalty: 5517.836914
	Iteration 292Q: 3 clusters Score -1.279462e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -12794641.000000 Penalty: 5517.836914
	Iteration 293Q: 3 clusters Score -1.279464e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -12794616.000000 Penalty: 5517.836914
	Iteration 294Q: 3 clusters Score -1.279462e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -12794609.000000 Penalty: 5517.836914
	Iteration 295Q: 3 clusters Score -1.279461e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -12794618.000000 Penalty: 5517.836914
	Iteration 296Q: 3 clusters Score -1.279462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -12794612.000000 Penalty: 5517.836914
	Iteration 297Q: 3 clusters Score -1.279461e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -12794633.000000 Penalty: 5517.836914
	Iteration 298Q: 3 clusters Score -1.279463e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -12794654.000000 Penalty: 5517.836914
	Iteration 299Q: 3 clusters Score -1.279465e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -12794664.000000 Penalty: 5517.836914
	Iteration 300F: 3 clusters Score -1.279466e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -12794664.000000 Penalty: 5517.836914
	Iteration 301Q: 3 clusters Score -1.279466e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -12794677.000000 Penalty: 5517.836914
	Iteration 302Q: 3 clusters Score -1.279468e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -12794673.000000 Penalty: 5517.836914
	Iteration 303Q: 3 clusters Score -1.279467e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -12794714.000000 Penalty: 5517.836914
	Iteration 304Q: 3 clusters Score -1.279471e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -12794746.000000 Penalty: 5517.836914
	Iteration 305Q: 3 clusters Score -1.279475e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -12794747.000000 Penalty: 5517.836914
	Iteration 306Q: 3 clusters Score -1.279475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -12794751.000000 Penalty: 5517.836914
	Iteration 307Q: 3 clusters Score -1.279475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -12794752.000000 Penalty: 5517.836914
	Iteration 308Q: 3 clusters Score -1.279475e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -12794737.000000 Penalty: 5517.836914
	Iteration 309Q: 3 clusters Score -1.279474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -12794739.000000 Penalty: 5517.836914
	Iteration 310Q: 3 clusters Score -1.279474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -12794721.000000 Penalty: 5517.836914
	Iteration 311Q: 3 clusters Score -1.279472e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -12794744.000000 Penalty: 5517.836914
	Iteration 312Q: 3 clusters Score -1.279474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -12794749.000000 Penalty: 5517.836914
	Iteration 313Q: 3 clusters Score -1.279475e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -12794734.000000 Penalty: 5517.836914
	Iteration 314Q: 3 clusters Score -1.279473e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -12794755.000000 Penalty: 5517.836914
	Iteration 315Q: 3 clusters Score -1.279476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -12794748.000000 Penalty: 5517.836914
	Iteration 316Q: 3 clusters Score -1.279475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -12794744.000000 Penalty: 5517.836914
	Iteration 317Q: 3 clusters Score -1.279474e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -12794756.000000 Penalty: 5517.836914
	Iteration 318Q: 3 clusters Score -1.279476e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -12794742.000000 Penalty: 5517.836914
	Iteration 319Q: 3 clusters Score -1.279474e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -12794765.000000 Penalty: 5517.836914
	Iteration 320F: 3 clusters Score -1.279476e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -12794772.000000 Penalty: 5517.836914
	Iteration 321Q: 3 clusters Score -1.279477e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -12794782.000000 Penalty: 5517.836914
	Iteration 322Q: 3 clusters Score -1.279478e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -12794796.000000 Penalty: 5517.836914
	Iteration 323Q: 3 clusters Score -1.27948e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -12794812.000000 Penalty: 5517.836914
	Iteration 324Q: 3 clusters Score -1.279481e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -12794806.000000 Penalty: 5517.836914
	Iteration 325Q: 3 clusters Score -1.279481e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -12794814.000000 Penalty: 5517.836914
	Iteration 326Q: 3 clusters Score -1.279481e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -12794782.000000 Penalty: 5517.836914
	Iteration 327Q: 3 clusters Score -1.279478e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -12794769.000000 Penalty: 5517.836914
	Iteration 328Q: 3 clusters Score -1.279477e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -12794746.000000 Penalty: 5517.836914
	Iteration 329Q: 3 clusters Score -1.279475e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -12794749.000000 Penalty: 5517.836914
	Iteration 330Q: 3 clusters Score -1.279475e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -12794740.000000 Penalty: 5517.836914
	Iteration 331Q: 3 clusters Score -1.279474e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -12794740.000000 Penalty: 5517.836914
	Iteration 332Q: 3 clusters Score -1.279474e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -12794744.000000 Penalty: 5517.836914
	Iteration 333Q: 3 clusters Score -1.279474e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -12794746.000000 Penalty: 5517.836914
	Iteration 334Q: 3 clusters Score -1.279475e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -12794735.000000 Penalty: 5517.836914
	Iteration 335Q: 3 clusters Score -1.279474e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -12794718.000000 Penalty: 5517.836914
	Iteration 336Q: 3 clusters Score -1.279472e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -12794738.000000 Penalty: 5517.836914
	Iteration 337Q: 3 clusters Score -1.279474e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -12794770.000000 Penalty: 5517.836914
	Iteration 338Q: 3 clusters Score -1.279477e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -12794783.000000 Penalty: 5517.836914
	Iteration 339Q: 3 clusters Score -1.279478e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -12794778.000000 Penalty: 5517.836914
	Iteration 340F: 3 clusters Score -1.279478e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -12794807.000000 Penalty: 5517.836914
	Iteration 341Q: 3 clusters Score -1.279481e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -12794797.000000 Penalty: 5517.836914
	Iteration 342Q: 3 clusters Score -1.27948e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -12794812.000000 Penalty: 5517.836914
	Iteration 343Q: 3 clusters Score -1.279481e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -12794817.000000 Penalty: 5517.836914
	Iteration 344Q: 3 clusters Score -1.279482e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -12794814.000000 Penalty: 5517.836914
	Iteration 345Q: 3 clusters Score -1.279481e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -12794800.000000 Penalty: 5517.836914
	Iteration 346Q: 3 clusters Score -1.27948e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -12794804.000000 Penalty: 5517.836914
	Iteration 347Q: 3 clusters Score -1.27948e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -12794816.000000 Penalty: 5517.836914
	Iteration 348Q: 3 clusters Score -1.279482e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -12794832.000000 Penalty: 5517.836914
	Iteration 349Q: 3 clusters Score -1.279483e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -12794845.000000 Penalty: 5517.836914
	Iteration 350Q: 3 clusters Score -1.279484e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -12794853.000000 Penalty: 5517.836914
	Iteration 351Q: 3 clusters Score -1.279485e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -12794869.000000 Penalty: 5517.836914
	Iteration 352Q: 3 clusters Score -1.279487e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -12794851.000000 Penalty: 5517.836914
	Iteration 353Q: 3 clusters Score -1.279485e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -12794879.000000 Penalty: 5517.836914
	Iteration 354Q: 3 clusters Score -1.279488e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -12794875.000000 Penalty: 5517.836914
	Iteration 355Q: 3 clusters Score -1.279488e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -12794884.000000 Penalty: 5517.836914
	Iteration 356Q: 3 clusters Score -1.279488e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -12794893.000000 Penalty: 5517.836914
	Iteration 357Q: 3 clusters Score -1.279489e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -12794878.000000 Penalty: 5517.836914
	Iteration 358Q: 3 clusters Score -1.279488e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -12794914.000000 Penalty: 5517.836914
	Iteration 359Q: 3 clusters Score -1.279491e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -12794944.000000 Penalty: 5517.836914
	Iteration 360F: 3 clusters Score -1.279494e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -12794925.000000 Penalty: 5517.836914
	Iteration 361Q: 3 clusters Score -1.279492e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -12794939.000000 Penalty: 5517.836914
	Iteration 362Q: 3 clusters Score -1.279494e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -12794948.000000 Penalty: 5517.836914
	Iteration 363Q: 3 clusters Score -1.279495e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -12794956.000000 Penalty: 5517.836914
	Iteration 364Q: 3 clusters Score -1.279496e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -12794959.000000 Penalty: 5517.836914
	Iteration 365Q: 3 clusters Score -1.279496e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -12794973.000000 Penalty: 5517.836914
	Iteration 366Q: 3 clusters Score -1.279497e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -12794968.000000 Penalty: 5517.836914
	Iteration 367Q: 3 clusters Score -1.279497e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -12794966.000000 Penalty: 5517.836914
	Iteration 368Q: 3 clusters Score -1.279497e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -12794954.000000 Penalty: 5517.836914
	Iteration 369Q: 3 clusters Score -1.279495e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -12794967.000000 Penalty: 5517.836914
	Iteration 370Q: 3 clusters Score -1.279497e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -12795008.000000 Penalty: 5517.836914
	Iteration 371Q: 3 clusters Score -1.279501e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -12795018.000000 Penalty: 5517.836914
	Iteration 372Q: 3 clusters Score -1.279502e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -12795021.000000 Penalty: 5517.836914
	Iteration 373Q: 3 clusters Score -1.279502e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -12795029.000000 Penalty: 5517.836914
	Iteration 374Q: 3 clusters Score -1.279503e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -12795029.000000 Penalty: 5517.836914
	Iteration 375Q: 3 clusters Score -1.279503e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -12795015.000000 Penalty: 5517.836914
	Iteration 376Q: 3 clusters Score -1.279502e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -12795032.000000 Penalty: 5517.836914
	Iteration 377Q: 3 clusters Score -1.279503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -12795051.000000 Penalty: 5517.836914
	Iteration 378Q: 3 clusters Score -1.279505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -12795046.000000 Penalty: 5517.836914
	Iteration 379Q: 3 clusters Score -1.279505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 30528 members 
Entering Unmasked Estep 
Score: -12795044.000000 Penalty: 5517.836914
	Iteration 380F: 3 clusters Score -1.279504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -12795053.000000 Penalty: 5517.836914
	Iteration 381Q: 3 clusters Score -1.279505e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -12795042.000000 Penalty: 5517.836914
	Iteration 382Q: 3 clusters Score -1.279504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -12795040.000000 Penalty: 5517.836914
	Iteration 383Q: 3 clusters Score -1.279504e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -12795041.000000 Penalty: 5517.836914
	Iteration 384Q: 3 clusters Score -1.279504e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -12795020.000000 Penalty: 5517.836914
	Iteration 385Q: 3 clusters Score -1.279502e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -12795013.000000 Penalty: 5517.836914
	Iteration 386Q: 3 clusters Score -1.279501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -12795016.000000 Penalty: 5517.836914
	Iteration 387Q: 3 clusters Score -1.279502e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -12794997.000000 Penalty: 5517.836914
	Iteration 388Q: 3 clusters Score -1.2795e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -12795019.000000 Penalty: 5517.836914
	Iteration 389Q: 3 clusters Score -1.279502e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -12795008.000000 Penalty: 5517.836914
	Iteration 390Q: 3 clusters Score -1.279501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -12795027.000000 Penalty: 5517.836914
	Iteration 391Q: 3 clusters Score -1.279503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -12795024.000000 Penalty: 5517.836914
	Iteration 392Q: 3 clusters Score -1.279502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -12795020.000000 Penalty: 5517.836914
	Iteration 393Q: 3 clusters Score -1.279502e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -12795036.000000 Penalty: 5517.836914
	Iteration 394Q: 3 clusters Score -1.279504e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -12795030.000000 Penalty: 5517.836914
	Iteration 395Q: 3 clusters Score -1.279503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -12795031.000000 Penalty: 5517.836914
	Iteration 396Q: 3 clusters Score -1.279503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -12795017.000000 Penalty: 5517.836914
	Iteration 397Q: 3 clusters Score -1.279502e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -12795030.000000 Penalty: 5517.836914
	Iteration 398Q: 3 clusters Score -1.279503e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -12795041.000000 Penalty: 5517.836914
	Iteration 399Q: 3 clusters Score -1.279504e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -12795032.000000 Penalty: 5517.836914
	Iteration 400F: 3 clusters Score -1.279503e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -12795036.000000 Penalty: 5517.836914
	Iteration 401Q: 3 clusters Score -1.279504e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -12795029.000000 Penalty: 5517.836914
	Iteration 402Q: 3 clusters Score -1.279503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -12795050.000000 Penalty: 5517.836914
	Iteration 403Q: 3 clusters Score -1.279505e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -12795041.000000 Penalty: 5517.836914
	Iteration 404Q: 3 clusters Score -1.279504e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 30571 members 
Entering Unmasked Estep 
Score: -12795043.000000 Penalty: 5517.836914
	Iteration 405Q: 3 clusters Score -1.279504e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -12795043.000000 Penalty: 5517.836914
	Iteration 406Q: 3 clusters Score -1.279504e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -12795059.000000 Penalty: 5517.836914
	Iteration 407Q: 3 clusters Score -1.279506e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -12795083.000000 Penalty: 5517.836914
	Iteration 408Q: 3 clusters Score -1.279508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -12795068.000000 Penalty: 5517.836914
	Iteration 409Q: 3 clusters Score -1.279507e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -12795080.000000 Penalty: 5517.836914
	Iteration 410Q: 3 clusters Score -1.279508e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -12795065.000000 Penalty: 5517.836914
	Iteration 411Q: 3 clusters Score -1.279506e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -12795064.000000 Penalty: 5517.836914
	Iteration 412Q: 3 clusters Score -1.279506e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -12795082.000000 Penalty: 5517.836914
	Iteration 413Q: 3 clusters Score -1.279508e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -12795068.000000 Penalty: 5517.836914
	Iteration 414Q: 3 clusters Score -1.279507e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -12795102.000000 Penalty: 5517.836914
	Iteration 415Q: 3 clusters Score -1.27951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -12795062.000000 Penalty: 5517.836914
	Iteration 416Q: 3 clusters Score -1.279506e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -12795070.000000 Penalty: 5517.836914
	Iteration 417Q: 3 clusters Score -1.279507e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -12795071.000000 Penalty: 5517.836914
	Iteration 418Q: 3 clusters Score -1.279507e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -12795103.000000 Penalty: 5517.836914
	Iteration 419Q: 3 clusters Score -1.27951e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -12795126.000000 Penalty: 5517.836914
	Iteration 420F: 3 clusters Score -1.279513e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -12795140.000000 Penalty: 5517.836914
	Iteration 421Q: 3 clusters Score -1.279514e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -12795131.000000 Penalty: 5517.836914
	Iteration 422Q: 3 clusters Score -1.279513e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -12795173.000000 Penalty: 5517.836914
	Iteration 423Q: 3 clusters Score -1.279517e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -12795166.000000 Penalty: 5517.836914
	Iteration 424Q: 3 clusters Score -1.279517e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -12795179.000000 Penalty: 5517.836914
	Iteration 425Q: 3 clusters Score -1.279518e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -12795154.000000 Penalty: 5517.836914
	Iteration 426Q: 3 clusters Score -1.279515e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -12795221.000000 Penalty: 5517.836914
	Iteration 427Q: 3 clusters Score -1.279522e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -12795223.000000 Penalty: 5517.836914
	Iteration 428Q: 3 clusters Score -1.279522e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -12795223.000000 Penalty: 5517.836914
	Iteration 429Q: 3 clusters Score -1.279522e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -12795258.000000 Penalty: 5517.836914
	Iteration 430Q: 3 clusters Score -1.279526e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -12795264.000000 Penalty: 5517.836914
	Iteration 431Q: 3 clusters Score -1.279526e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -12795261.000000 Penalty: 5517.836914
	Iteration 432Q: 3 clusters Score -1.279526e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -12795274.000000 Penalty: 5517.836914
	Iteration 433Q: 3 clusters Score -1.279527e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -12795281.000000 Penalty: 5517.836914
	Iteration 434Q: 3 clusters Score -1.279528e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -12795335.000000 Penalty: 5517.836914
	Iteration 435Q: 3 clusters Score -1.279534e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -12795365.000000 Penalty: 5517.836914
	Iteration 436Q: 3 clusters Score -1.279536e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -12795393.000000 Penalty: 5517.836914
	Iteration 437Q: 3 clusters Score -1.279539e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -12795427.000000 Penalty: 5517.836914
	Iteration 438Q: 3 clusters Score -1.279543e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -12795457.000000 Penalty: 5517.836914
	Iteration 439Q: 3 clusters Score -1.279546e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -12795520.000000 Penalty: 5517.836914
	Iteration 440F: 3 clusters Score -1.279552e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -12795503.000000 Penalty: 5517.836914
	Iteration 441Q: 3 clusters Score -1.27955e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -12795510.000000 Penalty: 5517.836914
	Iteration 442Q: 3 clusters Score -1.279551e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -12795522.000000 Penalty: 5517.836914
	Iteration 443Q: 3 clusters Score -1.279552e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -12795534.000000 Penalty: 5517.836914
	Iteration 444Q: 3 clusters Score -1.279553e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -12795548.000000 Penalty: 5517.836914
	Iteration 445Q: 3 clusters Score -1.279555e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -12795561.000000 Penalty: 5517.836914
	Iteration 446Q: 3 clusters Score -1.279556e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -12795554.000000 Penalty: 5517.836914
	Iteration 447Q: 3 clusters Score -1.279555e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -12795565.000000 Penalty: 5517.836914
	Iteration 448Q: 3 clusters Score -1.279556e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40829 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -12795530.000000 Penalty: 5517.836914
	Iteration 449Q: 3 clusters Score -1.279553e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -12795562.000000 Penalty: 5517.836914
	Iteration 450Q: 3 clusters Score -1.279556e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -12795543.000000 Penalty: 5517.836914
	Iteration 451Q: 3 clusters Score -1.279554e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -12795539.000000 Penalty: 5517.836914
	Iteration 452Q: 3 clusters Score -1.279554e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -12795515.000000 Penalty: 5517.836914
	Iteration 453Q: 3 clusters Score -1.279552e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -12795487.000000 Penalty: 5517.836914
	Iteration 454Q: 3 clusters Score -1.279549e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -12795444.000000 Penalty: 5517.836914
	Iteration 455Q: 3 clusters Score -1.279544e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -12795465.000000 Penalty: 5517.836914
	Iteration 456Q: 3 clusters Score -1.279546e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -12795460.000000 Penalty: 5517.836914
	Iteration 457Q: 3 clusters Score -1.279546e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -12795450.000000 Penalty: 5517.836914
	Iteration 458Q: 3 clusters Score -1.279545e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -12795462.000000 Penalty: 5517.836914
	Iteration 459Q: 3 clusters Score -1.279546e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -12795458.000000 Penalty: 5517.836914
	Iteration 460F: 3 clusters Score -1.279546e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -12795443.000000 Penalty: 5517.836914
	Iteration 461Q: 3 clusters Score -1.279544e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -12795418.000000 Penalty: 5517.836914
	Iteration 462Q: 3 clusters Score -1.279542e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -12795402.000000 Penalty: 5517.836914
	Iteration 463Q: 3 clusters Score -1.27954e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -12795421.000000 Penalty: 5517.836914
	Iteration 464Q: 3 clusters Score -1.279542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -12795424.000000 Penalty: 5517.836914
	Iteration 465Q: 3 clusters Score -1.279542e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -12795425.000000 Penalty: 5517.836914
	Iteration 466Q: 3 clusters Score -1.279542e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -12795426.000000 Penalty: 5517.836914
	Iteration 467Q: 3 clusters Score -1.279543e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -12795415.000000 Penalty: 5517.836914
	Iteration 468Q: 3 clusters Score -1.279542e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -12795428.000000 Penalty: 5517.836914
	Iteration 469Q: 3 clusters Score -1.279543e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -12795420.000000 Penalty: 5517.836914
	Iteration 470Q: 3 clusters Score -1.279542e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -12795402.000000 Penalty: 5517.836914
	Iteration 471Q: 3 clusters Score -1.27954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -12795397.000000 Penalty: 5517.836914
	Iteration 472Q: 3 clusters Score -1.27954e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -12795392.000000 Penalty: 5517.836914
	Iteration 473Q: 3 clusters Score -1.279539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -12795389.000000 Penalty: 5517.836914
	Iteration 474Q: 3 clusters Score -1.279539e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -12795425.000000 Penalty: 5517.836914
	Iteration 475Q: 3 clusters Score -1.279542e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -12795446.000000 Penalty: 5517.836914
	Iteration 476Q: 3 clusters Score -1.279545e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -12795433.000000 Penalty: 5517.836914
	Iteration 477Q: 3 clusters Score -1.279543e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -12795435.000000 Penalty: 5517.836914
	Iteration 478Q: 3 clusters Score -1.279544e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -12795434.000000 Penalty: 5517.836914
	Iteration 479Q: 3 clusters Score -1.279543e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -12795447.000000 Penalty: 5517.836914
	Iteration 480F: 3 clusters Score -1.279545e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -12795451.000000 Penalty: 5517.836914
	Iteration 481Q: 3 clusters Score -1.279545e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -12795473.000000 Penalty: 5517.836914
	Iteration 482Q: 3 clusters Score -1.279547e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -12795467.000000 Penalty: 5517.836914
	Iteration 483Q: 3 clusters Score -1.279547e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -12795446.000000 Penalty: 5517.836914
	Iteration 484Q: 3 clusters Score -1.279545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -12795438.000000 Penalty: 5517.836914
	Iteration 485Q: 3 clusters Score -1.279544e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -12795407.000000 Penalty: 5517.836914
	Iteration 486Q: 3 clusters Score -1.279541e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -12795424.000000 Penalty: 5517.836914
	Iteration 487Q: 3 clusters Score -1.279542e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -12795442.000000 Penalty: 5517.836914
	Iteration 488Q: 3 clusters Score -1.279544e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -12795441.000000 Penalty: 5517.836914
	Iteration 489Q: 3 clusters Score -1.279544e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -12795451.000000 Penalty: 5517.836914
	Iteration 490Q: 3 clusters Score -1.279545e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -12795458.000000 Penalty: 5517.836914
	Iteration 491Q: 3 clusters Score -1.279546e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -12795456.000000 Penalty: 5517.836914
	Iteration 492Q: 3 clusters Score -1.279546e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -12795487.000000 Penalty: 5517.836914
	Iteration 493Q: 3 clusters Score -1.279549e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -12795470.000000 Penalty: 5517.836914
	Iteration 494Q: 3 clusters Score -1.279547e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -12795451.000000 Penalty: 5517.836914
	Iteration 495Q: 3 clusters Score -1.279545e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -12795465.000000 Penalty: 5517.836914
	Iteration 496Q: 3 clusters Score -1.279546e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -12795480.000000 Penalty: 5517.836914
	Iteration 497Q: 3 clusters Score -1.279548e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -12795486.000000 Penalty: 5517.836914
	Iteration 498Q: 3 clusters Score -1.279549e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -12795496.000000 Penalty: 5517.836914
	Iteration 499Q: 3 clusters Score -1.27955e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -12795489.000000 Penalty: 5517.836914
	Iteration 500F: 3 clusters Score -1.279549e+07 nChanged 45
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 66569 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Entering Unmasked Estep 
Score: -136962928.000000 Penalty: 73782.929688
Splitting cluster 10 changes total score from -136931824.000000 to -136962928.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (66569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66569 members 
Entering Unmasked Estep 
Score: -12380121.000000 Penalty: 2754.286621
	Iteration 0F: 2 clusters Score -1.238012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -12350341.000000 Penalty: 5508.573242
	Iteration 0F: 3 clusters Score -1.235034e+07 nChanged 31176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -12368066.000000 Penalty: 5508.573242
	Iteration 1F: 3 clusters Score -1.236807e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -12369073.000000 Penalty: 5508.573242
	Iteration 2Q: 3 clusters Score -1.236907e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -12370685.000000 Penalty: 5508.573242
	Iteration 3F: 3 clusters Score -1.237068e+07 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -12373114.000000 Penalty: 5508.573242
	Iteration 4F: 3 clusters Score -1.237311e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -12376438.000000 Penalty: 5508.573242
	Iteration 5F: 3 clusters Score -1.237644e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -12379991.000000 Penalty: 5508.573242
	Iteration 6F: 3 clusters Score -1.237999e+07 nChanged 4714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -12382914.000000 Penalty: 5508.573242
	Iteration 7F: 3 clusters Score -1.238291e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -12384550.000000 Penalty: 5508.573242
	Iteration 8F: 3 clusters Score -1.238455e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -12385381.000000 Penalty: 5508.573242
	Iteration 9Q: 3 clusters Score -1.238538e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -12385594.000000 Penalty: 5508.573242
	Iteration 10Q: 3 clusters Score -1.238559e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 55897 members 
Entering Unmasked Estep 
Score: -12385716.000000 Penalty: 5508.573242
	Iteration 11Q: 3 clusters Score -1.238572e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 56598 members 
Entering Unmasked Estep 
Score: -12385706.000000 Penalty: 5508.573242
	Iteration 12Q: 3 clusters Score -1.238571e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
Score: -12385679.000000 Penalty: 5508.573242
	Iteration 13Q: 3 clusters Score -1.238568e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 57736 members 
Entering Unmasked Estep 
Score: -12385646.000000 Penalty: 5508.573242
	Iteration 14Q: 3 clusters Score -1.238565e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 58197 members 
Entering Unmasked Estep 
Score: -12385613.000000 Penalty: 5508.573242
	Iteration 15Q: 3 clusters Score -1.238561e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -12385524.000000 Penalty: 5508.573242
	Iteration 16Q: 3 clusters Score -1.238552e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 58955 members 
Entering Unmasked Estep 
Score: -12385437.000000 Penalty: 5508.573242
	Iteration 17Q: 3 clusters Score -1.238544e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -12385423.000000 Penalty: 5508.573242
	Iteration 18Q: 3 clusters Score -1.238542e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -12385402.000000 Penalty: 5508.573242
	Iteration 19Q: 3 clusters Score -1.23854e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
Score: -12385269.000000 Penalty: 5508.573242
	Iteration 20F: 3 clusters Score -1.238527e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 60036 members 
Entering Unmasked Estep 
Score: -12385209.000000 Penalty: 5508.573242
	Iteration 21Q: 3 clusters Score -1.238521e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -12385126.000000 Penalty: 5508.573242
	Iteration 22Q: 3 clusters Score -1.238513e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -12385116.000000 Penalty: 5508.573242
	Iteration 23Q: 3 clusters Score -1.238512e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 60512 members 
Entering Unmasked Estep 
Score: -12385044.000000 Penalty: 5508.573242
	Iteration 24Q: 3 clusters Score -1.238504e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -12384991.000000 Penalty: 5508.573242
	Iteration 25Q: 3 clusters Score -1.238499e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -12384997.000000 Penalty: 5508.573242
	Iteration 26Q: 3 clusters Score -1.2385e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 60799 members 
Entering Unmasked Estep 
Score: -12384965.000000 Penalty: 5508.573242
	Iteration 27Q: 3 clusters Score -1.238496e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -12384950.000000 Penalty: 5508.573242
	Iteration 28Q: 3 clusters Score -1.238495e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -12384898.000000 Penalty: 5508.573242
	Iteration 29Q: 3 clusters Score -1.23849e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -12384852.000000 Penalty: 5508.573242
	Iteration 30Q: 3 clusters Score -1.238485e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -12384874.000000 Penalty: 5508.573242
	Iteration 31Q: 3 clusters Score -1.238487e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -12384861.000000 Penalty: 5508.573242
	Iteration 32Q: 3 clusters Score -1.238486e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -12384875.000000 Penalty: 5508.573242
	Iteration 33Q: 3 clusters Score -1.238488e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -12384839.000000 Penalty: 5508.573242
	Iteration 34Q: 3 clusters Score -1.238484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -12384823.000000 Penalty: 5508.573242
	Iteration 35Q: 3 clusters Score -1.238482e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -12384810.000000 Penalty: 5508.573242
	Iteration 36Q: 3 clusters Score -1.238481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -12384812.000000 Penalty: 5508.573242
	Iteration 37Q: 3 clusters Score -1.238481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -12384804.000000 Penalty: 5508.573242
	Iteration 38Q: 3 clusters Score -1.23848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -12384806.000000 Penalty: 5508.573242
	Iteration 39Q: 3 clusters Score -1.238481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -12384780.000000 Penalty: 5508.573242
	Iteration 40F: 3 clusters Score -1.238478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 61294 members 
Entering Unmasked Estep 
Score: -12384793.000000 Penalty: 5508.573242
	Iteration 41Q: 3 clusters Score -1.238479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -12384791.000000 Penalty: 5508.573242
	Iteration 42Q: 3 clusters Score -1.238479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 61311 members 
Entering Unmasked Estep 
Score: -12384789.000000 Penalty: 5508.573242
	Iteration 43Q: 3 clusters Score -1.238479e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -12384785.000000 Penalty: 5508.573242
	Iteration 44Q: 3 clusters Score -1.238478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 61335 members 
Entering Unmasked Estep 
Score: -12384783.000000 Penalty: 5508.573242
	Iteration 45Q: 3 clusters Score -1.238478e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 61345 members 
Entering Unmasked Estep 
Score: -12384770.000000 Penalty: 5508.573242
	Iteration 46Q: 3 clusters Score -1.238477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -12384760.000000 Penalty: 5508.573242
	Iteration 47Q: 3 clusters Score -1.238476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -12384762.000000 Penalty: 5508.573242
	Iteration 48Q: 3 clusters Score -1.238476e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -12384738.000000 Penalty: 5508.573242
	Iteration 49Q: 3 clusters Score -1.238474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -12384714.000000 Penalty: 5508.573242
	Iteration 50Q: 3 clusters Score -1.238471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -12384718.000000 Penalty: 5508.573242
	Iteration 51Q: 3 clusters Score -1.238472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -12384714.000000 Penalty: 5508.573242
	Iteration 52Q: 3 clusters Score -1.238471e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 61408 members 
Entering Unmasked Estep 
Score: -12384726.000000 Penalty: 5508.573242
	Iteration 53Q: 3 clusters Score -1.238473e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -12384723.000000 Penalty: 5508.573242
	Iteration 54Q: 3 clusters Score -1.238472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -12384721.000000 Penalty: 5508.573242
	Iteration 55Q: 3 clusters Score -1.238472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -12384720.000000 Penalty: 5508.573242
	Iteration 56Q: 3 clusters Score -1.238472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -12384730.000000 Penalty: 5508.573242
	Iteration 57Q: 3 clusters Score -1.238473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -12384716.000000 Penalty: 5508.573242
	Iteration 58Q: 3 clusters Score -1.238472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -12384715.000000 Penalty: 5508.573242
	Iteration 59Q: 3 clusters Score -1.238472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 61435 members 
Entering Unmasked Estep 
Score: -12384710.000000 Penalty: 5508.573242
	Iteration 60F: 3 clusters Score -1.238471e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -12384700.000000 Penalty: 5508.573242
	Iteration 61Q: 3 clusters Score -1.23847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -12384703.000000 Penalty: 5508.573242
	Iteration 62Q: 3 clusters Score -1.23847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -12384681.000000 Penalty: 5508.573242
	Iteration 63Q: 3 clusters Score -1.238468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -12384682.000000 Penalty: 5508.573242
	Iteration 64Q: 3 clusters Score -1.238468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 61480 members 
Entering Unmasked Estep 
Score: -12384682.000000 Penalty: 5508.573242
	Iteration 65Q: 3 clusters Score -1.238468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
Score: -12384680.000000 Penalty: 5508.573242
	Iteration 66Q: 3 clusters Score -1.238468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 61501 members 
Entering Unmasked Estep 
Score: -12384657.000000 Penalty: 5508.573242
	Iteration 67Q: 3 clusters Score -1.238466e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 61511 members 
Entering Unmasked Estep 
Score: -12384653.000000 Penalty: 5508.573242
	Iteration 68Q: 3 clusters Score -1.238465e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -12384661.000000 Penalty: 5508.573242
	Iteration 69Q: 3 clusters Score -1.238466e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 61519 members 
Entering Unmasked Estep 
Score: -12384653.000000 Penalty: 5508.573242
	Iteration 70Q: 3 clusters Score -1.238465e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -12384654.000000 Penalty: 5508.573242
	Iteration 71Q: 3 clusters Score -1.238465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 61520 members 
Entering Unmasked Estep 
Score: -12384654.000000 Penalty: 5508.573242
	Iteration 72F: 3 clusters Score -1.238465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 2189 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 61520 members 
Entering Unmasked Estep 
Score: -136967264.000000 Penalty: 77136.703125
Splitting cluster 11 changes total score from -136931824.000000 to -136967264.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (2189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Entering Unmasked Estep 
Score: -333512.593750 Penalty: 1907.417725
	Iteration 0F: 2 clusters Score -333512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -331169.625000 Penalty: 3814.835449
	Iteration 0F: 3 clusters Score -331169.6 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -333728.312500 Penalty: 3814.835449
	Iteration 1F: 3 clusters Score -333728.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -335937.906250 Penalty: 3814.835449
	Iteration 2F: 3 clusters Score -335937.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -337182.031250 Penalty: 3814.835449
	Iteration 3F: 3 clusters Score -337182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -337642.093750 Penalty: 3814.835449
	Iteration 4Q: 3 clusters Score -337642.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -337813.562500 Penalty: 3814.835449
	Iteration 5Q: 3 clusters Score -337813.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -337868.281250 Penalty: 3814.835449
	Iteration 6Q: 3 clusters Score -337868.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -337883.843750 Penalty: 3814.835449
	Iteration 7Q: 3 clusters Score -337883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -337892.000000 Penalty: 3814.835449
	Iteration 8Q: 3 clusters Score -337892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -337895.562500 Penalty: 3814.835449
	Iteration 9Q: 3 clusters Score -337895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -337897.593750 Penalty: 3814.835449
	Iteration 10Q: 3 clusters Score -337897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337899.781250 Penalty: 3814.835449
	Iteration 11Q: 3 clusters Score -337899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -337899.781250 Penalty: 3814.835449
	Iteration 12F: 3 clusters Score -337899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 72660 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 874 members 
Entering Unmasked Estep 
Score: -136969968.000000 Penalty: 80490.468750
Splitting cluster 12 changes total score from -136931824.000000 to -136969968.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (72660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Entering Unmasked Estep 
Score: -13544954.000000 Penalty: 2775.999512
	Iteration 0F: 2 clusters Score -1.354495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -13520538.000000 Penalty: 5551.999023
	Iteration 0F: 3 clusters Score -1.352054e+07 nChanged 34018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -13539566.000000 Penalty: 5551.999023
	Iteration 1F: 3 clusters Score -1.353957e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -13540337.000000 Penalty: 5551.999023
	Iteration 2Q: 3 clusters Score -1.354034e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 36879 members 
Entering Unmasked Estep 
Score: -13541167.000000 Penalty: 5551.999023
	Iteration 3Q: 3 clusters Score -1.354117e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -13541982.000000 Penalty: 5551.999023
	Iteration 4Q: 3 clusters Score -1.354198e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -13542797.000000 Penalty: 5551.999023
	Iteration 5Q: 3 clusters Score -1.35428e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -13543695.000000 Penalty: 5551.999023
	Iteration 6Q: 3 clusters Score -1.35437e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -13544754.000000 Penalty: 5551.999023
	Iteration 7Q: 3 clusters Score -1.354475e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -13545984.000000 Penalty: 5551.999023
	Iteration 8Q: 3 clusters Score -1.354598e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -13547824.000000 Penalty: 5551.999023
	Iteration 9Q: 3 clusters Score -1.354782e+07 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -13549991.000000 Penalty: 5551.999023
	Iteration 10F: 3 clusters Score -1.354999e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -13552420.000000 Penalty: 5551.999023
	Iteration 11F: 3 clusters Score -1.355242e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -13554352.000000 Penalty: 5551.999023
	Iteration 12F: 3 clusters Score -1.355435e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -13555224.000000 Penalty: 5551.999023
	Iteration 13Q: 3 clusters Score -1.355522e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -13555606.000000 Penalty: 5551.999023
	Iteration 14Q: 3 clusters Score -1.355561e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -13555653.000000 Penalty: 5551.999023
	Iteration 15Q: 3 clusters Score -1.355565e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30998 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -13555689.000000 Penalty: 5551.999023
	Iteration 16Q: 3 clusters Score -1.355569e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -13555714.000000 Penalty: 5551.999023
	Iteration 17Q: 3 clusters Score -1.355571e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -13555768.000000 Penalty: 5551.999023
	Iteration 18Q: 3 clusters Score -1.355577e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -13555751.000000 Penalty: 5551.999023
	Iteration 19Q: 3 clusters Score -1.355575e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -13555793.000000 Penalty: 5551.999023
	Iteration 20F: 3 clusters Score -1.355579e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -13555807.000000 Penalty: 5551.999023
	Iteration 21Q: 3 clusters Score -1.355581e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -13555834.000000 Penalty: 5551.999023
	Iteration 22Q: 3 clusters Score -1.355583e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -13555853.000000 Penalty: 5551.999023
	Iteration 23Q: 3 clusters Score -1.355585e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -13555863.000000 Penalty: 5551.999023
	Iteration 24Q: 3 clusters Score -1.355586e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -13555857.000000 Penalty: 5551.999023
	Iteration 25Q: 3 clusters Score -1.355586e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -13555866.000000 Penalty: 5551.999023
	Iteration 26Q: 3 clusters Score -1.355587e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -13555892.000000 Penalty: 5551.999023
	Iteration 27Q: 3 clusters Score -1.355589e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -13555869.000000 Penalty: 5551.999023
	Iteration 28Q: 3 clusters Score -1.355587e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -13555852.000000 Penalty: 5551.999023
	Iteration 29Q: 3 clusters Score -1.355585e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -13555924.000000 Penalty: 5551.999023
	Iteration 30Q: 3 clusters Score -1.355592e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -13555987.000000 Penalty: 5551.999023
	Iteration 31Q: 3 clusters Score -1.355599e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -13555979.000000 Penalty: 5551.999023
	Iteration 32Q: 3 clusters Score -1.355598e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -13556030.000000 Penalty: 5551.999023
	Iteration 33Q: 3 clusters Score -1.355603e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -13556022.000000 Penalty: 5551.999023
	Iteration 34Q: 3 clusters Score -1.355602e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -13556055.000000 Penalty: 5551.999023
	Iteration 35Q: 3 clusters Score -1.355606e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -13556080.000000 Penalty: 5551.999023
	Iteration 36Q: 3 clusters Score -1.355608e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -13556095.000000 Penalty: 5551.999023
	Iteration 37Q: 3 clusters Score -1.35561e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -13556076.000000 Penalty: 5551.999023
	Iteration 38Q: 3 clusters Score -1.355608e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -13556088.000000 Penalty: 5551.999023
	Iteration 39Q: 3 clusters Score -1.355609e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -13556118.000000 Penalty: 5551.999023
	Iteration 40F: 3 clusters Score -1.355612e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -13556197.000000 Penalty: 5551.999023
	Iteration 41Q: 3 clusters Score -1.35562e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -13556176.000000 Penalty: 5551.999023
	Iteration 42Q: 3 clusters Score -1.355618e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -13556254.000000 Penalty: 5551.999023
	Iteration 43Q: 3 clusters Score -1.355625e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -13556308.000000 Penalty: 5551.999023
	Iteration 44Q: 3 clusters Score -1.355631e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -13556346.000000 Penalty: 5551.999023
	Iteration 45Q: 3 clusters Score -1.355635e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -13556391.000000 Penalty: 5551.999023
	Iteration 46Q: 3 clusters Score -1.355639e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -13556390.000000 Penalty: 5551.999023
	Iteration 47Q: 3 clusters Score -1.355639e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -13556410.000000 Penalty: 5551.999023
	Iteration 48Q: 3 clusters Score -1.355641e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -13556451.000000 Penalty: 5551.999023
	Iteration 49Q: 3 clusters Score -1.355645e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 40864 members 
Entering Unmasked Estep 
Score: -13556467.000000 Penalty: 5551.999023
	Iteration 50Q: 3 clusters Score -1.355647e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -13556466.000000 Penalty: 5551.999023
	Iteration 51Q: 3 clusters Score -1.355647e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -13556485.000000 Penalty: 5551.999023
	Iteration 52Q: 3 clusters Score -1.355648e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -13556537.000000 Penalty: 5551.999023
	Iteration 53Q: 3 clusters Score -1.355654e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -13556587.000000 Penalty: 5551.999023
	Iteration 54Q: 3 clusters Score -1.355659e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -13556635.000000 Penalty: 5551.999023
	Iteration 55Q: 3 clusters Score -1.355664e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -13556629.000000 Penalty: 5551.999023
	Iteration 56Q: 3 clusters Score -1.355663e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -13556649.000000 Penalty: 5551.999023
	Iteration 57Q: 3 clusters Score -1.355665e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -13556664.000000 Penalty: 5551.999023
	Iteration 58Q: 3 clusters Score -1.355666e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -13556662.000000 Penalty: 5551.999023
	Iteration 59Q: 3 clusters Score -1.355666e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -13556722.000000 Penalty: 5551.999023
	Iteration 60F: 3 clusters Score -1.355672e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -13556750.000000 Penalty: 5551.999023
	Iteration 61Q: 3 clusters Score -1.355675e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -13556801.000000 Penalty: 5551.999023
	Iteration 62Q: 3 clusters Score -1.35568e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -13556821.000000 Penalty: 5551.999023
	Iteration 63Q: 3 clusters Score -1.355682e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -13556834.000000 Penalty: 5551.999023
	Iteration 64Q: 3 clusters Score -1.355683e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -13556878.000000 Penalty: 5551.999023
	Iteration 65Q: 3 clusters Score -1.355688e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -13556925.000000 Penalty: 5551.999023
	Iteration 66Q: 3 clusters Score -1.355692e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -13556950.000000 Penalty: 5551.999023
	Iteration 67Q: 3 clusters Score -1.355695e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -13556956.000000 Penalty: 5551.999023
	Iteration 68Q: 3 clusters Score -1.355696e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -13556972.000000 Penalty: 5551.999023
	Iteration 69Q: 3 clusters Score -1.355697e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -13557007.000000 Penalty: 5551.999023
	Iteration 70Q: 3 clusters Score -1.355701e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -13557110.000000 Penalty: 5551.999023
	Iteration 71Q: 3 clusters Score -1.355711e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -13557158.000000 Penalty: 5551.999023
	Iteration 72Q: 3 clusters Score -1.355716e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -13557240.000000 Penalty: 5551.999023
	Iteration 73Q: 3 clusters Score -1.355724e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -13557305.000000 Penalty: 5551.999023
	Iteration 74Q: 3 clusters Score -1.35573e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -13557333.000000 Penalty: 5551.999023
	Iteration 75Q: 3 clusters Score -1.355733e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -13557415.000000 Penalty: 5551.999023
	Iteration 76Q: 3 clusters Score -1.355742e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -13557474.000000 Penalty: 5551.999023
	Iteration 77Q: 3 clusters Score -1.355747e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -13557526.000000 Penalty: 5551.999023
	Iteration 78Q: 3 clusters Score -1.355753e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -13557552.000000 Penalty: 5551.999023
	Iteration 79Q: 3 clusters Score -1.355755e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -13557615.000000 Penalty: 5551.999023
	Iteration 80F: 3 clusters Score -1.355762e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -13557600.000000 Penalty: 5551.999023
	Iteration 81Q: 3 clusters Score -1.35576e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -13557623.000000 Penalty: 5551.999023
	Iteration 82Q: 3 clusters Score -1.355762e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -13557644.000000 Penalty: 5551.999023
	Iteration 83Q: 3 clusters Score -1.355764e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -13557687.000000 Penalty: 5551.999023
	Iteration 84Q: 3 clusters Score -1.355769e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -13557711.000000 Penalty: 5551.999023
	Iteration 85Q: 3 clusters Score -1.355771e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -13557793.000000 Penalty: 5551.999023
	Iteration 86Q: 3 clusters Score -1.355779e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -13557811.000000 Penalty: 5551.999023
	Iteration 87Q: 3 clusters Score -1.355781e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -13557816.000000 Penalty: 5551.999023
	Iteration 88Q: 3 clusters Score -1.355782e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
Score: -13557828.000000 Penalty: 5551.999023
	Iteration 89Q: 3 clusters Score -1.355783e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -13557884.000000 Penalty: 5551.999023
	Iteration 90Q: 3 clusters Score -1.355788e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -13557920.000000 Penalty: 5551.999023
	Iteration 91Q: 3 clusters Score -1.355792e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -13557927.000000 Penalty: 5551.999023
	Iteration 92Q: 3 clusters Score -1.355793e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -13557927.000000 Penalty: 5551.999023
	Iteration 93Q: 3 clusters Score -1.355793e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -13557933.000000 Penalty: 5551.999023
	Iteration 94Q: 3 clusters Score -1.355793e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -13557995.000000 Penalty: 5551.999023
	Iteration 95Q: 3 clusters Score -1.3558e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -13557986.000000 Penalty: 5551.999023
	Iteration 96Q: 3 clusters Score -1.355799e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -13558019.000000 Penalty: 5551.999023
	Iteration 97Q: 3 clusters Score -1.355802e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -13558008.000000 Penalty: 5551.999023
	Iteration 98Q: 3 clusters Score -1.355801e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -13558010.000000 Penalty: 5551.999023
	Iteration 99Q: 3 clusters Score -1.355801e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -13558032.000000 Penalty: 5551.999023
	Iteration 100F: 3 clusters Score -1.355803e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -13558037.000000 Penalty: 5551.999023
	Iteration 101Q: 3 clusters Score -1.355804e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -13558092.000000 Penalty: 5551.999023
	Iteration 102Q: 3 clusters Score -1.355809e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -13558088.000000 Penalty: 5551.999023
	Iteration 103Q: 3 clusters Score -1.355809e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -13558150.000000 Penalty: 5551.999023
	Iteration 104Q: 3 clusters Score -1.355815e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -13558133.000000 Penalty: 5551.999023
	Iteration 105Q: 3 clusters Score -1.355813e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -13558144.000000 Penalty: 5551.999023
	Iteration 106Q: 3 clusters Score -1.355814e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -13558158.000000 Penalty: 5551.999023
	Iteration 107Q: 3 clusters Score -1.355816e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -13558195.000000 Penalty: 5551.999023
	Iteration 108Q: 3 clusters Score -1.35582e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 41123 members 
Entering Unmasked Estep 
Score: -13558227.000000 Penalty: 5551.999023
	Iteration 109Q: 3 clusters Score -1.355823e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -13558228.000000 Penalty: 5551.999023
	Iteration 110Q: 3 clusters Score -1.355823e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -13558228.000000 Penalty: 5551.999023
	Iteration 111Q: 3 clusters Score -1.355823e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -13558249.000000 Penalty: 5551.999023
	Iteration 112Q: 3 clusters Score -1.355825e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -13558246.000000 Penalty: 5551.999023
	Iteration 113Q: 3 clusters Score -1.355825e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -13558281.000000 Penalty: 5551.999023
	Iteration 114Q: 3 clusters Score -1.355828e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -13558293.000000 Penalty: 5551.999023
	Iteration 115Q: 3 clusters Score -1.355829e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -13558290.000000 Penalty: 5551.999023
	Iteration 116Q: 3 clusters Score -1.355829e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -13558361.000000 Penalty: 5551.999023
	Iteration 117Q: 3 clusters Score -1.355836e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -13558366.000000 Penalty: 5551.999023
	Iteration 118Q: 3 clusters Score -1.355837e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -13558359.000000 Penalty: 5551.999023
	Iteration 119Q: 3 clusters Score -1.355836e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -13558421.000000 Penalty: 5551.999023
	Iteration 120F: 3 clusters Score -1.355842e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -13558405.000000 Penalty: 5551.999023
	Iteration 121Q: 3 clusters Score -1.35584e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -13558389.000000 Penalty: 5551.999023
	Iteration 122Q: 3 clusters Score -1.355839e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -13558395.000000 Penalty: 5551.999023
	Iteration 123Q: 3 clusters Score -1.35584e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -13558403.000000 Penalty: 5551.999023
	Iteration 124Q: 3 clusters Score -1.35584e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -13558401.000000 Penalty: 5551.999023
	Iteration 125Q: 3 clusters Score -1.35584e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -13558393.000000 Penalty: 5551.999023
	Iteration 126Q: 3 clusters Score -1.355839e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -13558418.000000 Penalty: 5551.999023
	Iteration 127Q: 3 clusters Score -1.355842e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -13558430.000000 Penalty: 5551.999023
	Iteration 128Q: 3 clusters Score -1.355843e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -13558464.000000 Penalty: 5551.999023
	Iteration 129Q: 3 clusters Score -1.355846e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -13558471.000000 Penalty: 5551.999023
	Iteration 130Q: 3 clusters Score -1.355847e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -13558463.000000 Penalty: 5551.999023
	Iteration 131Q: 3 clusters Score -1.355846e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -13558479.000000 Penalty: 5551.999023
	Iteration 132Q: 3 clusters Score -1.355848e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -13558498.000000 Penalty: 5551.999023
	Iteration 133Q: 3 clusters Score -1.35585e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -13558513.000000 Penalty: 5551.999023
	Iteration 134Q: 3 clusters Score -1.355851e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -13558516.000000 Penalty: 5551.999023
	Iteration 135Q: 3 clusters Score -1.355852e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -13558546.000000 Penalty: 5551.999023
	Iteration 136Q: 3 clusters Score -1.355855e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -13558526.000000 Penalty: 5551.999023
	Iteration 137Q: 3 clusters Score -1.355853e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -13558552.000000 Penalty: 5551.999023
	Iteration 138Q: 3 clusters Score -1.355855e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -13558566.000000 Penalty: 5551.999023
	Iteration 139Q: 3 clusters Score -1.355857e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -13558594.000000 Penalty: 5551.999023
	Iteration 140F: 3 clusters Score -1.355859e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -13558567.000000 Penalty: 5551.999023
	Iteration 141Q: 3 clusters Score -1.355857e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -13558606.000000 Penalty: 5551.999023
	Iteration 142Q: 3 clusters Score -1.355861e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -13558608.000000 Penalty: 5551.999023
	Iteration 143Q: 3 clusters Score -1.355861e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -13558593.000000 Penalty: 5551.999023
	Iteration 144Q: 3 clusters Score -1.355859e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -13558616.000000 Penalty: 5551.999023
	Iteration 145Q: 3 clusters Score -1.355862e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -13558601.000000 Penalty: 5551.999023
	Iteration 146Q: 3 clusters Score -1.35586e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -13558601.000000 Penalty: 5551.999023
	Iteration 147Q: 3 clusters Score -1.35586e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -13558629.000000 Penalty: 5551.999023
	Iteration 148Q: 3 clusters Score -1.355863e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5551.999023
	Iteration 149Q: 3 clusters Score -1.355863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -13558624.000000 Penalty: 5551.999023
	Iteration 150Q: 3 clusters Score -1.355862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -13558635.000000 Penalty: 5551.999023
	Iteration 151Q: 3 clusters Score -1.355864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -13558631.000000 Penalty: 5551.999023
	Iteration 152Q: 3 clusters Score -1.355863e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -13558637.000000 Penalty: 5551.999023
	Iteration 153Q: 3 clusters Score -1.355864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -13558635.000000 Penalty: 5551.999023
	Iteration 154Q: 3 clusters Score -1.355864e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -13558635.000000 Penalty: 5551.999023
	Iteration 155Q: 3 clusters Score -1.355864e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -13558631.000000 Penalty: 5551.999023
	Iteration 156Q: 3 clusters Score -1.355863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -13558638.000000 Penalty: 5551.999023
	Iteration 157Q: 3 clusters Score -1.355864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -13558629.000000 Penalty: 5551.999023
	Iteration 158Q: 3 clusters Score -1.355863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -13558624.000000 Penalty: 5551.999023
	Iteration 159Q: 3 clusters Score -1.355862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5551.999023
	Iteration 160F: 3 clusters Score -1.355863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -13558631.000000 Penalty: 5551.999023
	Iteration 161Q: 3 clusters Score -1.355863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -13558626.000000 Penalty: 5551.999023
	Iteration 162Q: 3 clusters Score -1.355863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -13558627.000000 Penalty: 5551.999023
	Iteration 163Q: 3 clusters Score -1.355863e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -13558622.000000 Penalty: 5551.999023
	Iteration 164Q: 3 clusters Score -1.355862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5551.999023
	Iteration 165Q: 3 clusters Score -1.355863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -13558625.000000 Penalty: 5551.999023
	Iteration 166Q: 3 clusters Score -1.355862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5551.999023
	Iteration 167Q: 3 clusters Score -1.355863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -13558628.000000 Penalty: 5551.999023
	Iteration 168F: 3 clusters Score -1.355863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 31695 members 
Mstep: Class 14 contains 7470 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 40965 members 
Entering Unmasked Estep 
Score: -136983248.000000 Penalty: 83844.242188
Splitting cluster 13 changes total score from -136931824.000000 to -136983248.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (7470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Entering Unmasked Estep 
Score: -1324596.875000 Penalty: 2211.825439
	Iteration 0F: 2 clusters Score -1324597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1318584.125000 Penalty: 4423.650879
	Iteration 0F: 3 clusters Score -1318584 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1320889.000000 Penalty: 4423.650879
	Iteration 1F: 3 clusters Score -1320889 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1323142.875000 Penalty: 4423.650879
	Iteration 2F: 3 clusters Score -1323143 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1325582.250000 Penalty: 4423.650879
	Iteration 3F: 3 clusters Score -1325582 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1326718.500000 Penalty: 4423.650879
	Iteration 4F: 3 clusters Score -1326718 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1327031.500000 Penalty: 4423.650879
	Iteration 5Q: 3 clusters Score -1327032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1327158.625000 Penalty: 4423.650879
	Iteration 6Q: 3 clusters Score -1327159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1327230.875000 Penalty: 4423.650879
	Iteration 7Q: 3 clusters Score -1327231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1327273.875000 Penalty: 4423.650879
	Iteration 8Q: 3 clusters Score -1327274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1327294.125000 Penalty: 4423.650879
	Iteration 9Q: 3 clusters Score -1327294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1327304.375000 Penalty: 4423.650879
	Iteration 10Q: 3 clusters Score -1327304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1327308.125000 Penalty: 4423.650879
	Iteration 11Q: 3 clusters Score -1327308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1327313.375000 Penalty: 4423.650879
	Iteration 12Q: 3 clusters Score -1327313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1327313.500000 Penalty: 4423.650879
	Iteration 13Q: 3 clusters Score -1327314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1327312.875000 Penalty: 4423.650879
	Iteration 14Q: 3 clusters Score -1327313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1327312.875000 Penalty: 4423.650879
	Iteration 15F: 3 clusters Score -1327313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 31695 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 69161 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 40965 members 
Mstep: Class 26 contains 1559 members 
Entering Unmasked Estep 
Score: -136984800.000000 Penalty: 87198.015625
Splitting cluster 14 changes total score from -136931824.000000 to -136984800.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -101469.148438 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -101469.1 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 301 members 
Entering Unmasked Estep 
Score: -99888.859375 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -99888.86 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100128.539062 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -100128.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -100335.515625 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -100335.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -100518.398438 Penalty: 3156.916504
	Iteration 3Q: 3 clusters Score -100518.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -100577.546875 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -100577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -100600.242188 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -100600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -100625.484375 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -100625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -100642.882812 Penalty: 3156.916504
	Iteration 7Q: 3 clusters Score -100642.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -100656.914062 Penalty: 3156.916504
	Iteration 8Q: 3 clusters Score -100656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -100666.023438 Penalty: 3156.916504
	Iteration 9Q: 3 clusters Score -100666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -100675.734375 Penalty: 3156.916504
	Iteration 10Q: 3 clusters Score -100675.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -100690.375000 Penalty: 3156.916504
	Iteration 11Q: 3 clusters Score -100690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -100695.968750 Penalty: 3156.916504
	Iteration 12Q: 3 clusters Score -100696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -100701.929688 Penalty: 3156.916504
	Iteration 13Q: 3 clusters Score -100701.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -100705.257812 Penalty: 3156.916504
	Iteration 14Q: 3 clusters Score -100705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -100710.265625 Penalty: 3156.916504
	Iteration 15Q: 3 clusters Score -100710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -100714.085938 Penalty: 3156.916504
	Iteration 16Q: 3 clusters Score -100714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -100717.421875 Penalty: 3156.916504
	Iteration 17Q: 3 clusters Score -100717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -100725.718750 Penalty: 3156.916504
	Iteration 18Q: 3 clusters Score -100725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -100727.578125 Penalty: 3156.916504
	Iteration 19Q: 3 clusters Score -100727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -100727.578125 Penalty: 3156.916504
	Iteration 20F: 3 clusters Score -100727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Entering Unmasked Estep 
Score: -9610740.000000 Penalty: 2690.919434
	Iteration 0F: 2 clusters Score -9610740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -9580805.000000 Penalty: 5381.838867
	Iteration 0F: 3 clusters Score -9580805 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -9593849.000000 Penalty: 5381.838867
	Iteration 1F: 3 clusters Score -9593849 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -9594586.000000 Penalty: 5381.838867
	Iteration 2Q: 3 clusters Score -9594586 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -9595376.000000 Penalty: 5381.838867
	Iteration 3Q: 3 clusters Score -9595376 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9596302.000000 Penalty: 5381.838867
	Iteration 4Q: 3 clusters Score -9596302 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -9597521.000000 Penalty: 5381.838867
	Iteration 5Q: 3 clusters Score -9597521 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -9599147.000000 Penalty: 5381.838867
	Iteration 6F: 3 clusters Score -9599147 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -9600993.000000 Penalty: 5381.838867
	Iteration 7F: 3 clusters Score -9600993 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -9602667.000000 Penalty: 5381.838867
	Iteration 8F: 3 clusters Score -9602667 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -9604257.000000 Penalty: 5381.838867
	Iteration 9Q: 3 clusters Score -9604257 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -9605649.000000 Penalty: 5381.838867
	Iteration 10Q: 3 clusters Score -9605649 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -9606919.000000 Penalty: 5381.838867
	Iteration 11Q: 3 clusters Score -9606919 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -9607951.000000 Penalty: 5381.838867
	Iteration 12Q: 3 clusters Score -9607951 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -9608749.000000 Penalty: 5381.838867
	Iteration 13Q: 3 clusters Score -9608749 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -9609220.000000 Penalty: 5381.838867
	Iteration 14Q: 3 clusters Score -9609220 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -9609463.000000 Penalty: 5381.838867
	Iteration 15Q: 3 clusters Score -9609463 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9609601.000000 Penalty: 5381.838867
	Iteration 16Q: 3 clusters Score -9609601 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9609775.000000 Penalty: 5381.838867
	Iteration 17Q: 3 clusters Score -9609775 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -9609798.000000 Penalty: 5381.838867
	Iteration 18Q: 3 clusters Score -9609798 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -9609846.000000 Penalty: 5381.838867
	Iteration 19Q: 3 clusters Score -9609846 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -9609877.000000 Penalty: 5381.838867
	Iteration 20F: 3 clusters Score -9609877 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9609917.000000 Penalty: 5381.838867
	Iteration 21Q: 3 clusters Score -9609917 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9609920.000000 Penalty: 5381.838867
	Iteration 22Q: 3 clusters Score -9609920 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9609893.000000 Penalty: 5381.838867
	Iteration 23Q: 3 clusters Score -9609893 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9609887.000000 Penalty: 5381.838867
	Iteration 24Q: 3 clusters Score -9609887 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9609867.000000 Penalty: 5381.838867
	Iteration 25Q: 3 clusters Score -9609867 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9609890.000000 Penalty: 5381.838867
	Iteration 26Q: 3 clusters Score -9609890 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9609890.000000 Penalty: 5381.838867
	Iteration 27Q: 3 clusters Score -9609890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -9609890.000000 Penalty: 5381.838867
	Iteration 28Q: 3 clusters Score -9609890 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -9609923.000000 Penalty: 5381.838867
	Iteration 29Q: 3 clusters Score -9609923 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9609921.000000 Penalty: 5381.838867
	Iteration 30Q: 3 clusters Score -9609921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9609912.000000 Penalty: 5381.838867
	Iteration 31Q: 3 clusters Score -9609912 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9609921.000000 Penalty: 5381.838867
	Iteration 32Q: 3 clusters Score -9609921 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9609927.000000 Penalty: 5381.838867
	Iteration 33Q: 3 clusters Score -9609927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9609928.000000 Penalty: 5381.838867
	Iteration 34Q: 3 clusters Score -9609928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9609921.000000 Penalty: 5381.838867
	Iteration 35Q: 3 clusters Score -9609921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9609924.000000 Penalty: 5381.838867
	Iteration 36Q: 3 clusters Score -9609924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9609924.000000 Penalty: 5381.838867
	Iteration 37Q: 3 clusters Score -9609924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -9609925.000000 Penalty: 5381.838867
	Iteration 38Q: 3 clusters Score -9609925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9609924.000000 Penalty: 5381.838867
	Iteration 39Q: 3 clusters Score -9609924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9609915.000000 Penalty: 5381.838867
	Iteration 40F: 3 clusters Score -9609915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9609929.000000 Penalty: 5381.838867
	Iteration 41Q: 3 clusters Score -9609929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9609927.000000 Penalty: 5381.838867
	Iteration 42Q: 3 clusters Score -9609927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9609913.000000 Penalty: 5381.838867
	Iteration 43Q: 3 clusters Score -9609913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9609906.000000 Penalty: 5381.838867
	Iteration 44Q: 3 clusters Score -9609906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9609908.000000 Penalty: 5381.838867
	Iteration 45Q: 3 clusters Score -9609908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9609898.000000 Penalty: 5381.838867
	Iteration 46Q: 3 clusters Score -9609898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9609895.000000 Penalty: 5381.838867
	Iteration 47Q: 3 clusters Score -9609895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9609886.000000 Penalty: 5381.838867
	Iteration 48Q: 3 clusters Score -9609886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9609879.000000 Penalty: 5381.838867
	Iteration 49Q: 3 clusters Score -9609879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9609871.000000 Penalty: 5381.838867
	Iteration 50Q: 3 clusters Score -9609871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9609877.000000 Penalty: 5381.838867
	Iteration 51Q: 3 clusters Score -9609877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9609877.000000 Penalty: 5381.838867
	Iteration 52Q: 3 clusters Score -9609877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9609876.000000 Penalty: 5381.838867
	Iteration 53Q: 3 clusters Score -9609876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9609874.000000 Penalty: 5381.838867
	Iteration 54Q: 3 clusters Score -9609874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9609875.000000 Penalty: 5381.838867
	Iteration 55Q: 3 clusters Score -9609875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9609875.000000 Penalty: 5381.838867
	Iteration 56Q: 3 clusters Score -9609875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9609868.000000 Penalty: 5381.838867
	Iteration 57Q: 3 clusters Score -9609868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9609868.000000 Penalty: 5381.838867
	Iteration 58F: 3 clusters Score -9609868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Entering Unmasked Estep 
Score: -13068648.000000 Penalty: 2763.759766
	Iteration 0F: 2 clusters Score -1.306865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -13046672.000000 Penalty: 5527.519531
	Iteration 0F: 3 clusters Score -1.304667e+07 nChanged 32259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -13065340.000000 Penalty: 5527.519531
	Iteration 1F: 3 clusters Score -1.306534e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -13066250.000000 Penalty: 5527.519531
	Iteration 2Q: 3 clusters Score -1.306625e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -13067228.000000 Penalty: 5527.519531
	Iteration 3Q: 3 clusters Score -1.306723e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -13068383.000000 Penalty: 5527.519531
	Iteration 4Q: 3 clusters Score -1.306838e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -13069939.000000 Penalty: 5527.519531
	Iteration 5Q: 3 clusters Score -1.306994e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -13072109.000000 Penalty: 5527.519531
	Iteration 6F: 3 clusters Score -1.307211e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -13074988.000000 Penalty: 5527.519531
	Iteration 7F: 3 clusters Score -1.307499e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -13077908.000000 Penalty: 5527.519531
	Iteration 8F: 3 clusters Score -1.307791e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -13079871.000000 Penalty: 5527.519531
	Iteration 9F: 3 clusters Score -1.307987e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -13080622.000000 Penalty: 5527.519531
	Iteration 10Q: 3 clusters Score -1.308062e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -13081078.000000 Penalty: 5527.519531
	Iteration 11Q: 3 clusters Score -1.308108e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -13081270.000000 Penalty: 5527.519531
	Iteration 12Q: 3 clusters Score -1.308127e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -13081428.000000 Penalty: 5527.519531
	Iteration 13Q: 3 clusters Score -1.308143e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -13081573.000000 Penalty: 5527.519531
	Iteration 14Q: 3 clusters Score -1.308157e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -13081793.000000 Penalty: 5527.519531
	Iteration 15Q: 3 clusters Score -1.308179e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -13081922.000000 Penalty: 5527.519531
	Iteration 16Q: 3 clusters Score -1.308192e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -13082067.000000 Penalty: 5527.519531
	Iteration 17Q: 3 clusters Score -1.308207e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -13082236.000000 Penalty: 5527.519531
	Iteration 18Q: 3 clusters Score -1.308224e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -13082409.000000 Penalty: 5527.519531
	Iteration 19Q: 3 clusters Score -1.308241e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -13082542.000000 Penalty: 5527.519531
	Iteration 20F: 3 clusters Score -1.308254e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -13082659.000000 Penalty: 5527.519531
	Iteration 21Q: 3 clusters Score -1.308266e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -13082777.000000 Penalty: 5527.519531
	Iteration 22Q: 3 clusters Score -1.308278e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -13082904.000000 Penalty: 5527.519531
	Iteration 23Q: 3 clusters Score -1.30829e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -13082965.000000 Penalty: 5527.519531
	Iteration 24Q: 3 clusters Score -1.308296e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -13083054.000000 Penalty: 5527.519531
	Iteration 25Q: 3 clusters Score -1.308305e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -13083130.000000 Penalty: 5527.519531
	Iteration 26Q: 3 clusters Score -1.308313e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -13083231.000000 Penalty: 5527.519531
	Iteration 27Q: 3 clusters Score -1.308323e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -13083263.000000 Penalty: 5527.519531
	Iteration 28Q: 3 clusters Score -1.308326e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -13083336.000000 Penalty: 5527.519531
	Iteration 29Q: 3 clusters Score -1.308334e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -13083382.000000 Penalty: 5527.519531
	Iteration 30Q: 3 clusters Score -1.308338e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -13083428.000000 Penalty: 5527.519531
	Iteration 31Q: 3 clusters Score -1.308343e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -13083450.000000 Penalty: 5527.519531
	Iteration 32Q: 3 clusters Score -1.308345e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -13083517.000000 Penalty: 5527.519531
	Iteration 33Q: 3 clusters Score -1.308352e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -13083609.000000 Penalty: 5527.519531
	Iteration 34Q: 3 clusters Score -1.308361e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -13083652.000000 Penalty: 5527.519531
	Iteration 35Q: 3 clusters Score -1.308365e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -13083682.000000 Penalty: 5527.519531
	Iteration 36Q: 3 clusters Score -1.308368e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -13083700.000000 Penalty: 5527.519531
	Iteration 37Q: 3 clusters Score -1.30837e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -13083723.000000 Penalty: 5527.519531
	Iteration 38Q: 3 clusters Score -1.308372e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -13083725.000000 Penalty: 5527.519531
	Iteration 39Q: 3 clusters Score -1.308372e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -13083785.000000 Penalty: 5527.519531
	Iteration 40F: 3 clusters Score -1.308378e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -13083790.000000 Penalty: 5527.519531
	Iteration 41Q: 3 clusters Score -1.308379e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -13083821.000000 Penalty: 5527.519531
	Iteration 42Q: 3 clusters Score -1.308382e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -13083815.000000 Penalty: 5527.519531
	Iteration 43Q: 3 clusters Score -1.308382e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -13083781.000000 Penalty: 5527.519531
	Iteration 44Q: 3 clusters Score -1.308378e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -13083769.000000 Penalty: 5527.519531
	Iteration 45Q: 3 clusters Score -1.308377e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -13083801.000000 Penalty: 5527.519531
	Iteration 46Q: 3 clusters Score -1.30838e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -13083800.000000 Penalty: 5527.519531
	Iteration 47Q: 3 clusters Score -1.30838e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -13083806.000000 Penalty: 5527.519531
	Iteration 48Q: 3 clusters Score -1.308381e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -13083851.000000 Penalty: 5527.519531
	Iteration 49Q: 3 clusters Score -1.308385e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -13083854.000000 Penalty: 5527.519531
	Iteration 50Q: 3 clusters Score -1.308385e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -13083846.000000 Penalty: 5527.519531
	Iteration 51Q: 3 clusters Score -1.308385e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -13083863.000000 Penalty: 5527.519531
	Iteration 52Q: 3 clusters Score -1.308386e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -13083843.000000 Penalty: 5527.519531
	Iteration 53Q: 3 clusters Score -1.308384e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -13083835.000000 Penalty: 5527.519531
	Iteration 54Q: 3 clusters Score -1.308384e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -13083839.000000 Penalty: 5527.519531
	Iteration 55Q: 3 clusters Score -1.308384e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -13083838.000000 Penalty: 5527.519531
	Iteration 56Q: 3 clusters Score -1.308384e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -13083845.000000 Penalty: 5527.519531
	Iteration 57Q: 3 clusters Score -1.308384e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27162 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -13083867.000000 Penalty: 5527.519531
	Iteration 58Q: 3 clusters Score -1.308387e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -13083883.000000 Penalty: 5527.519531
	Iteration 59Q: 3 clusters Score -1.308388e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -13083887.000000 Penalty: 5527.519531
	Iteration 60F: 3 clusters Score -1.308389e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -13083878.000000 Penalty: 5527.519531
	Iteration 61Q: 3 clusters Score -1.308388e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -13083877.000000 Penalty: 5527.519531
	Iteration 62Q: 3 clusters Score -1.308388e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -13083889.000000 Penalty: 5527.519531
	Iteration 63Q: 3 clusters Score -1.308389e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -13083899.000000 Penalty: 5527.519531
	Iteration 64Q: 3 clusters Score -1.30839e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -13083906.000000 Penalty: 5527.519531
	Iteration 65Q: 3 clusters Score -1.308391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -13083897.000000 Penalty: 5527.519531
	Iteration 66Q: 3 clusters Score -1.30839e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -13083917.000000 Penalty: 5527.519531
	Iteration 67Q: 3 clusters Score -1.308392e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -13083909.000000 Penalty: 5527.519531
	Iteration 68Q: 3 clusters Score -1.308391e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -13083906.000000 Penalty: 5527.519531
	Iteration 69Q: 3 clusters Score -1.308391e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -13083903.000000 Penalty: 5527.519531
	Iteration 70Q: 3 clusters Score -1.30839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -13083878.000000 Penalty: 5527.519531
	Iteration 71Q: 3 clusters Score -1.308388e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -13083887.000000 Penalty: 5527.519531
	Iteration 72Q: 3 clusters Score -1.308389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -13083879.000000 Penalty: 5527.519531
	Iteration 73Q: 3 clusters Score -1.308388e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -13083897.000000 Penalty: 5527.519531
	Iteration 74Q: 3 clusters Score -1.30839e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -13083895.000000 Penalty: 5527.519531
	Iteration 75Q: 3 clusters Score -1.30839e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -13083891.000000 Penalty: 5527.519531
	Iteration 76Q: 3 clusters Score -1.308389e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -13083908.000000 Penalty: 5527.519531
	Iteration 77Q: 3 clusters Score -1.308391e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -13083889.000000 Penalty: 5527.519531
	Iteration 78Q: 3 clusters Score -1.308389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -13083890.000000 Penalty: 5527.519531
	Iteration 79Q: 3 clusters Score -1.308389e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -13083897.000000 Penalty: 5527.519531
	Iteration 80F: 3 clusters Score -1.30839e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -13083864.000000 Penalty: 5527.519531
	Iteration 81Q: 3 clusters Score -1.308386e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -13083877.000000 Penalty: 5527.519531
	Iteration 82Q: 3 clusters Score -1.308388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -13083885.000000 Penalty: 5527.519531
	Iteration 83Q: 3 clusters Score -1.308388e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -13083907.000000 Penalty: 5527.519531
	Iteration 84Q: 3 clusters Score -1.308391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -13083902.000000 Penalty: 5527.519531
	Iteration 85Q: 3 clusters Score -1.30839e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -13083910.000000 Penalty: 5527.519531
	Iteration 86Q: 3 clusters Score -1.308391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -13083905.000000 Penalty: 5527.519531
	Iteration 87Q: 3 clusters Score -1.30839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -13083898.000000 Penalty: 5527.519531
	Iteration 88Q: 3 clusters Score -1.30839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -13083922.000000 Penalty: 5527.519531
	Iteration 89Q: 3 clusters Score -1.308392e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -13083917.000000 Penalty: 5527.519531
	Iteration 90Q: 3 clusters Score -1.308392e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -13083912.000000 Penalty: 5527.519531
	Iteration 91Q: 3 clusters Score -1.308391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -13083911.000000 Penalty: 5527.519531
	Iteration 92Q: 3 clusters Score -1.308391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -13083898.000000 Penalty: 5527.519531
	Iteration 93Q: 3 clusters Score -1.30839e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -13083895.000000 Penalty: 5527.519531
	Iteration 94Q: 3 clusters Score -1.30839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -13083912.000000 Penalty: 5527.519531
	Iteration 95Q: 3 clusters Score -1.308391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -13083906.000000 Penalty: 5527.519531
	Iteration 96Q: 3 clusters Score -1.308391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -13083915.000000 Penalty: 5527.519531
	Iteration 97Q: 3 clusters Score -1.308392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -13083907.000000 Penalty: 5527.519531
	Iteration 98Q: 3 clusters Score -1.308391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -13083921.000000 Penalty: 5527.519531
	Iteration 99Q: 3 clusters Score -1.308392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -13083912.000000 Penalty: 5527.519531
	Iteration 100F: 3 clusters Score -1.308391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -13083926.000000 Penalty: 5527.519531
	Iteration 101Q: 3 clusters Score -1.308393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -13083927.000000 Penalty: 5527.519531
	Iteration 102Q: 3 clusters Score -1.308393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -13083912.000000 Penalty: 5527.519531
	Iteration 103Q: 3 clusters Score -1.308391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -13083914.000000 Penalty: 5527.519531
	Iteration 104Q: 3 clusters Score -1.308391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -13083911.000000 Penalty: 5527.519531
	Iteration 105Q: 3 clusters Score -1.308391e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -13083914.000000 Penalty: 5527.519531
	Iteration 106Q: 3 clusters Score -1.308391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -13083885.000000 Penalty: 5527.519531
	Iteration 107Q: 3 clusters Score -1.308388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -13083912.000000 Penalty: 5527.519531
	Iteration 108Q: 3 clusters Score -1.308391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -13083917.000000 Penalty: 5527.519531
	Iteration 109Q: 3 clusters Score -1.308392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -13083919.000000 Penalty: 5527.519531
	Iteration 110Q: 3 clusters Score -1.308392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -13083913.000000 Penalty: 5527.519531
	Iteration 111Q: 3 clusters Score -1.308391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -13083929.000000 Penalty: 5527.519531
	Iteration 112Q: 3 clusters Score -1.308393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -13083945.000000 Penalty: 5527.519531
	Iteration 113Q: 3 clusters Score -1.308394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -13083942.000000 Penalty: 5527.519531
	Iteration 114Q: 3 clusters Score -1.308394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -13083962.000000 Penalty: 5527.519531
	Iteration 115Q: 3 clusters Score -1.308396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -13083974.000000 Penalty: 5527.519531
	Iteration 116Q: 3 clusters Score -1.308397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -13083974.000000 Penalty: 5527.519531
	Iteration 117Q: 3 clusters Score -1.308397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -13083958.000000 Penalty: 5527.519531
	Iteration 118Q: 3 clusters Score -1.308396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -13083953.000000 Penalty: 5527.519531
	Iteration 119Q: 3 clusters Score -1.308395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -13083956.000000 Penalty: 5527.519531
	Iteration 120F: 3 clusters Score -1.308396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -13083939.000000 Penalty: 5527.519531
	Iteration 121Q: 3 clusters Score -1.308394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -13083947.000000 Penalty: 5527.519531
	Iteration 122Q: 3 clusters Score -1.308395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -13083928.000000 Penalty: 5527.519531
	Iteration 123Q: 3 clusters Score -1.308393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -13083944.000000 Penalty: 5527.519531
	Iteration 124Q: 3 clusters Score -1.308394e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -13083929.000000 Penalty: 5527.519531
	Iteration 125Q: 3 clusters Score -1.308393e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -13083932.000000 Penalty: 5527.519531
	Iteration 126Q: 3 clusters Score -1.308393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -13083920.000000 Penalty: 5527.519531
	Iteration 127Q: 3 clusters Score -1.308392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -13083952.000000 Penalty: 5527.519531
	Iteration 128Q: 3 clusters Score -1.308395e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -13083936.000000 Penalty: 5527.519531
	Iteration 129Q: 3 clusters Score -1.308394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -13083944.000000 Penalty: 5527.519531
	Iteration 130Q: 3 clusters Score -1.308394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -13083949.000000 Penalty: 5527.519531
	Iteration 131Q: 3 clusters Score -1.308395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -13083932.000000 Penalty: 5527.519531
	Iteration 132Q: 3 clusters Score -1.308393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -13083932.000000 Penalty: 5527.519531
	Iteration 133Q: 3 clusters Score -1.308393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -13083940.000000 Penalty: 5527.519531
	Iteration 134Q: 3 clusters Score -1.308394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -13083947.000000 Penalty: 5527.519531
	Iteration 135Q: 3 clusters Score -1.308395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -13083941.000000 Penalty: 5527.519531
	Iteration 136Q: 3 clusters Score -1.308394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -13083944.000000 Penalty: 5527.519531
	Iteration 137Q: 3 clusters Score -1.308394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -13083941.000000 Penalty: 5527.519531
	Iteration 138Q: 3 clusters Score -1.308394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -13083948.000000 Penalty: 5527.519531
	Iteration 139Q: 3 clusters Score -1.308395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -13083942.000000 Penalty: 5527.519531
	Iteration 140F: 3 clusters Score -1.308394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -13083945.000000 Penalty: 5527.519531
	Iteration 141Q: 3 clusters Score -1.308394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -13083947.000000 Penalty: 5527.519531
	Iteration 142Q: 3 clusters Score -1.308395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -13083938.000000 Penalty: 5527.519531
	Iteration 143Q: 3 clusters Score -1.308394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -13083948.000000 Penalty: 5527.519531
	Iteration 144Q: 3 clusters Score -1.308395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -13083936.000000 Penalty: 5527.519531
	Iteration 145Q: 3 clusters Score -1.308394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -13083931.000000 Penalty: 5527.519531
	Iteration 146Q: 3 clusters Score -1.308393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -13083938.000000 Penalty: 5527.519531
	Iteration 147Q: 3 clusters Score -1.308394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -13083933.000000 Penalty: 5527.519531
	Iteration 148Q: 3 clusters Score -1.308393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -13083934.000000 Penalty: 5527.519531
	Iteration 149Q: 3 clusters Score -1.308393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -13083934.000000 Penalty: 5527.519531
	Iteration 150F: 3 clusters Score -1.308393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 4 contains 91116 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 31695 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 60830 members 
Mstep: Class 20 contains 70663 members 
Mstep: Class 21 contains 1605 members 
Mstep: Class 22 contains 25812 members 
Mstep: Class 23 contains 61520 members 
Mstep: Class 24 contains 874 members 
Mstep: Class 25 contains 40965 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 42634 members 
Entering Unmasked Estep 
Score: -136998960.000000 Penalty: 90551.781250
Splitting cluster 18 changes total score from -136931824.000000 to -136998960.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (60830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60830 members 
Entering Unmasked Estep 
Score: -11313747.000000 Penalty: 2731.927979
	Iteration 0F: 2 clusters Score -1.131375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -11283477.000000 Penalty: 5463.855957
	Iteration 0F: 3 clusters Score -1.128348e+07 nChanged 28337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -11299560.000000 Penalty: 5463.855957
	Iteration 1F: 3 clusters Score -1.129956e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -11300221.000000 Penalty: 5463.855957
	Iteration 2Q: 3 clusters Score -1.130022e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -11300982.000000 Penalty: 5463.855957
	Iteration 3Q: 3 clusters Score -1.130098e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -11301793.000000 Penalty: 5463.855957
	Iteration 4Q: 3 clusters Score -1.130179e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -11302871.000000 Penalty: 5463.855957
	Iteration 5Q: 3 clusters Score -1.130287e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -11304266.000000 Penalty: 5463.855957
	Iteration 6Q: 3 clusters Score -1.130427e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -11306383.000000 Penalty: 5463.855957
	Iteration 7Q: 3 clusters Score -1.130638e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -11309053.000000 Penalty: 5463.855957
	Iteration 8F: 3 clusters Score -1.130905e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -11311637.000000 Penalty: 5463.855957
	Iteration 9F: 3 clusters Score -1.131164e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -11313238.000000 Penalty: 5463.855957
	Iteration 10F: 3 clusters Score -1.131324e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -11314030.000000 Penalty: 5463.855957
	Iteration 11Q: 3 clusters Score -1.131403e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -11314266.000000 Penalty: 5463.855957
	Iteration 12Q: 3 clusters Score -1.131427e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -11314446.000000 Penalty: 5463.855957
	Iteration 13Q: 3 clusters Score -1.131445e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -11314680.000000 Penalty: 5463.855957
	Iteration 14Q: 3 clusters Score -1.131468e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -11314813.000000 Penalty: 5463.855957
	Iteration 15Q: 3 clusters Score -1.131481e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -11314956.000000 Penalty: 5463.855957
	Iteration 16Q: 3 clusters Score -1.131496e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -11315150.000000 Penalty: 5463.855957
	Iteration 17Q: 3 clusters Score -1.131515e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -11315317.000000 Penalty: 5463.855957
	Iteration 18Q: 3 clusters Score -1.131532e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -11315466.000000 Penalty: 5463.855957
	Iteration 19Q: 3 clusters Score -1.131547e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -11315676.000000 Penalty: 5463.855957
	Iteration 20F: 3 clusters Score -1.131568e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -11315898.000000 Penalty: 5463.855957
	Iteration 21Q: 3 clusters Score -1.13159e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -11316197.000000 Penalty: 5463.855957
	Iteration 22Q: 3 clusters Score -1.13162e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -11316410.000000 Penalty: 5463.855957
	Iteration 23Q: 3 clusters Score -1.131641e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -11316659.000000 Penalty: 5463.855957
	Iteration 24Q: 3 clusters Score -1.131666e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -11316917.000000 Penalty: 5463.855957
	Iteration 25Q: 3 clusters Score -1.131692e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -11317199.000000 Penalty: 5463.855957
	Iteration 26Q: 3 clusters Score -1.13172e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -11317459.000000 Penalty: 5463.855957
	Iteration 27Q: 3 clusters Score -1.131746e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -11317719.000000 Penalty: 5463.855957
	Iteration 28Q: 3 clusters Score -1.131772e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -11317897.000000 Penalty: 5463.855957
	Iteration 29Q: 3 clusters Score -1.13179e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -11318075.000000 Penalty: 5463.855957
	Iteration 30Q: 3 clusters Score -1.131808e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -11318242.000000 Penalty: 5463.855957
	Iteration 31Q: 3 clusters Score -1.131824e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -11318367.000000 Penalty: 5463.855957
	Iteration 32Q: 3 clusters Score -1.131837e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -11318476.000000 Penalty: 5463.855957
	Iteration 33Q: 3 clusters Score -1.131848e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -11318628.000000 Penalty: 5463.855957
	Iteration 34Q: 3 clusters Score -1.131863e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -11318757.000000 Penalty: 5463.855957
	Iteration 35Q: 3 clusters Score -1.131876e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -11318821.000000 Penalty: 5463.855957
	Iteration 36Q: 3 clusters Score -1.131882e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -11318923.000000 Penalty: 5463.855957
	Iteration 37Q: 3 clusters Score -1.131892e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -11318946.000000 Penalty: 5463.855957
	Iteration 38Q: 3 clusters Score -1.131895e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -11318983.000000 Penalty: 5463.855957
	Iteration 39Q: 3 clusters Score -1.131898e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -11319031.000000 Penalty: 5463.855957
	Iteration 40F: 3 clusters Score -1.131903e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -11319075.000000 Penalty: 5463.855957
	Iteration 41Q: 3 clusters Score -1.131908e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -11319120.000000 Penalty: 5463.855957
	Iteration 42Q: 3 clusters Score -1.131912e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -11319148.000000 Penalty: 5463.855957
	Iteration 43Q: 3 clusters Score -1.131915e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -11319160.000000 Penalty: 5463.855957
	Iteration 44Q: 3 clusters Score -1.131916e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -11319208.000000 Penalty: 5463.855957
	Iteration 45Q: 3 clusters Score -1.131921e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -11319181.000000 Penalty: 5463.855957
	Iteration 46Q: 3 clusters Score -1.131918e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -11319150.000000 Penalty: 5463.855957
	Iteration 47Q: 3 clusters Score -1.131915e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -11319019.000000 Penalty: 5463.855957
	Iteration 48Q: 3 clusters Score -1.131902e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -11318902.000000 Penalty: 5463.855957
	Iteration 49Q: 3 clusters Score -1.13189e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -11318775.000000 Penalty: 5463.855957
	Iteration 50Q: 3 clusters Score -1.131878e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -11318523.000000 Penalty: 5463.855957
	Iteration 51Q: 3 clusters Score -1.131852e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -11318225.000000 Penalty: 5463.855957
	Iteration 52Q: 3 clusters Score -1.131822e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -11317789.000000 Penalty: 5463.855957
	Iteration 53Q: 3 clusters Score -1.131779e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -11317224.000000 Penalty: 5463.855957
	Iteration 54Q: 3 clusters Score -1.131722e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52970 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -11316768.000000 Penalty: 5463.855957
	Iteration 55Q: 3 clusters Score -1.131677e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -11316279.000000 Penalty: 5463.855957
	Iteration 56Q: 3 clusters Score -1.131628e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -11315872.000000 Penalty: 5463.855957
	Iteration 57Q: 3 clusters Score -1.131587e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -11315515.000000 Penalty: 5463.855957
	Iteration 58Q: 3 clusters Score -1.131552e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -11315186.000000 Penalty: 5463.855957
	Iteration 59Q: 3 clusters Score -1.131519e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -11314977.000000 Penalty: 5463.855957
	Iteration 60F: 3 clusters Score -1.131498e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -11314622.000000 Penalty: 5463.855957
	Iteration 61Q: 3 clusters Score -1.131462e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -11314336.000000 Penalty: 5463.855957
	Iteration 62Q: 3 clusters Score -1.131434e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -11313974.000000 Penalty: 5463.855957
	Iteration 63Q: 3 clusters Score -1.131397e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -11313688.000000 Penalty: 5463.855957
	Iteration 64Q: 3 clusters Score -1.131369e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -11313432.000000 Penalty: 5463.855957
	Iteration 65Q: 3 clusters Score -1.131343e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58055 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -11313273.000000 Penalty: 5463.855957
	Iteration 66Q: 3 clusters Score -1.131327e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -11313141.000000 Penalty: 5463.855957
	Iteration 67Q: 3 clusters Score -1.131314e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58519 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -11313033.000000 Penalty: 5463.855957
	Iteration 68Q: 3 clusters Score -1.131303e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58707 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11312931.000000 Penalty: 5463.855957
	Iteration 69Q: 3 clusters Score -1.131293e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58852 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -11312861.000000 Penalty: 5463.855957
	Iteration 70Q: 3 clusters Score -1.131286e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58966 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11312798.000000 Penalty: 5463.855957
	Iteration 71Q: 3 clusters Score -1.13128e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -11312746.000000 Penalty: 5463.855957
	Iteration 72Q: 3 clusters Score -1.131275e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -11312708.000000 Penalty: 5463.855957
	Iteration 73Q: 3 clusters Score -1.131271e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59261 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -11312658.000000 Penalty: 5463.855957
	Iteration 74Q: 3 clusters Score -1.131266e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59338 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11312613.000000 Penalty: 5463.855957
	Iteration 75Q: 3 clusters Score -1.131261e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59395 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11312553.000000 Penalty: 5463.855957
	Iteration 76Q: 3 clusters Score -1.131255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -11312500.000000 Penalty: 5463.855957
	Iteration 77Q: 3 clusters Score -1.13125e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59507 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11312482.000000 Penalty: 5463.855957
	Iteration 78Q: 3 clusters Score -1.131248e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -11312435.000000 Penalty: 5463.855957
	Iteration 79Q: 3 clusters Score -1.131244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -11312426.000000 Penalty: 5463.855957
	Iteration 80F: 3 clusters Score -1.131243e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -11312399.000000 Penalty: 5463.855957
	Iteration 81Q: 3 clusters Score -1.13124e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11312348.000000 Penalty: 5463.855957
	Iteration 82Q: 3 clusters Score -1.131235e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -11312323.000000 Penalty: 5463.855957
	Iteration 83Q: 3 clusters Score -1.131232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59761 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -11312310.000000 Penalty: 5463.855957
	Iteration 84Q: 3 clusters Score -1.131231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59773 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -11312287.000000 Penalty: 5463.855957
	Iteration 85Q: 3 clusters Score -1.131229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59786 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -11312285.000000 Penalty: 5463.855957
	Iteration 86Q: 3 clusters Score -1.131228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59797 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11312288.000000 Penalty: 5463.855957
	Iteration 87Q: 3 clusters Score -1.131229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59809 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11312276.000000 Penalty: 5463.855957
	Iteration 88Q: 3 clusters Score -1.131228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11312276.000000 Penalty: 5463.855957
	Iteration 89Q: 3 clusters Score -1.131228e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11312257.000000 Penalty: 5463.855957
	Iteration 90Q: 3 clusters Score -1.131226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -11312259.000000 Penalty: 5463.855957
	Iteration 91Q: 3 clusters Score -1.131226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11312250.000000 Penalty: 5463.855957
	Iteration 92Q: 3 clusters Score -1.131225e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11312256.000000 Penalty: 5463.855957
	Iteration 93Q: 3 clusters Score -1.131226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11312238.000000 Penalty: 5463.855957
	Iteration 94Q: 3 clusters Score -1.131224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59905 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11312218.000000 Penalty: 5463.855957
	Iteration 95Q: 3 clusters Score -1.131222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59912 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -11312209.000000 Penalty: 5463.855957
	Iteration 96Q: 3 clusters Score -1.131221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59918 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -11312210.000000 Penalty: 5463.855957
	Iteration 97Q: 3 clusters Score -1.131221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59925 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11312207.000000 Penalty: 5463.855957
	Iteration 98Q: 3 clusters Score -1.131221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59930 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11312194.000000 Penalty: 5463.855957
	Iteration 99Q: 3 clusters Score -1.131219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11312197.000000 Penalty: 5463.855957
	Iteration 100F: 3 clusters Score -1.13122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -11312194.000000 Penalty: 5463.855957
	Iteration 101Q: 3 clusters Score -1.131219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11312197.000000 Penalty: 5463.855957
	Iteration 102Q: 3 clusters Score -1.13122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -11312192.000000 Penalty: 5463.855957
	Iteration 103Q: 3 clusters Score -1.131219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -11312186.000000 Penalty: 5463.855957
	Iteration 104Q: 3 clusters Score -1.131219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -11312194.000000 Penalty: 5463.855957
	Iteration 105Q: 3 clusters Score -1.131219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11312194.000000 Penalty: 5463.855957
	Iteration 106Q: 3 clusters Score -1.131219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11312186.000000 Penalty: 5463.855957
	Iteration 107Q: 3 clusters Score -1.131219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59960 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11312186.000000 Penalty: 5463.855957
	Iteration 108F: 3 clusters Score -1.131219e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 3 contains 6735 members 
Mstep: Class 5 contains 30323 members 
Mstep: Class 6 contains 3675 members 
Mstep: Class 7 contains 57395 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 9 contains 59839 members 
Mstep: Class 10 contains 42012 members 
Mstep: Class 11 contains 5049 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 13 contains 31695 members 
Mstep: Class 14 contains 5911 members 
Mstep: Class 15 contains 581 members 
Mstep: Class 16 contains 51559 members 
Mstep: Class 18 contains 26527 members 
Mstep: Class 19 contains 60830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137022032.000000 Penalty: 90551.781250
Iteration 39Q: 28 clusters Score -1.37022e+08 nChanged 45638
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 91165 members 
Mstep: Class 5 contains 32353 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 56194 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 59100 members 
Mstep: Class 10 contains 47823 members 
Mstep: Class 11 contains 5781 members 
Mstep: Class 12 contains 1325 members 
Mstep: Class 13 contains 31684 members 
Mstep: Class 14 contains 5937 members 
Mstep: Class 15 contains 584 members 
Mstep: Class 16 contains 50752 members 
Mstep: Class 17 contains 24116 members 
Mstep: Class 18 contains 31881 members 
Mstep: Class 19 contains 58276 members 
Mstep: Class 20 contains 66562 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 22 contains 25570 members 
Mstep: Class 23 contains 57767 members 
Mstep: Class 24 contains 872 members 
Mstep: Class 25 contains 41137 members 
Mstep: Class 26 contains 1553 members 
Mstep: Class 27 contains 41320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137045344.000000 Penalty: 90551.781250
Iteration 40F: 28 clusters Score -1.370453e+08 nChanged 45518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7144 members 
Mstep: Class 4 contains 94005 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 50731 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 55363 members 
Mstep: Class 10 contains 50808 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 31731 members 
Mstep: Class 14 contains 5955 members 
Mstep: Class 15 contains 579 members 
Mstep: Class 16 contains 47766 members 
Mstep: Class 17 contains 25410 members 
Mstep: Class 18 contains 35966 members 
Mstep: Class 19 contains 51708 members 
Mstep: Class 20 contains 65188 members 
Mstep: Class 21 contains 1645 members 
Mstep: Class 22 contains 27890 members 
Mstep: Class 23 contains 56198 members 
Mstep: Class 24 contains 871 members 
Mstep: Class 25 contains 44480 members 
Mstep: Class 26 contains 1596 members 
Mstep: Class 27 contains 45279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137059584.000000 Penalty: 90551.781250
Iteration 41F: 28 clusters Score -1.370596e+08 nChanged 32276
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 7343 members 
Mstep: Class 4 contains 93578 members 
Mstep: Class 5 contains 31278 members 
Mstep: Class 6 contains 5019 members 
Mstep: Class 7 contains 47296 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 52482 members 
Mstep: Class 10 contains 52176 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 32002 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 573 members 
Mstep: Class 16 contains 46140 members 
Mstep: Class 17 contains 26275 members 
Mstep: Class 18 contains 40443 members 
Mstep: Class 19 contains 49146 members 
Mstep: Class 20 contains 63381 members 
Mstep: Class 21 contains 1669 members 
Mstep: Class 22 contains 30198 members 
Mstep: Class 23 contains 54541 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 46435 members 
Mstep: Class 26 contains 1606 members 
Mstep: Class 27 contains 47991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137067600.000000 Penalty: 90551.781250
Iteration 42Q: 28 clusters Score -1.370676e+08 nChanged 27688
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 709 members 
Mstep: Class 3 contains 7559 members 
Mstep: Class 4 contains 92393 members 
Mstep: Class 5 contains 30630 members 
Mstep: Class 6 contains 5266 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 50248 members 
Mstep: Class 10 contains 52342 members 
Mstep: Class 11 contains 7290 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 32144 members 
Mstep: Class 14 contains 6172 members 
Mstep: Class 15 contains 563 members 
Mstep: Class 16 contains 45514 members 
Mstep: Class 17 contains 26919 members 
Mstep: Class 18 contains 45356 members 
Mstep: Class 19 contains 47847 members 
Mstep: Class 20 contains 61373 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 32765 members 
Mstep: Class 23 contains 52799 members 
Mstep: Class 24 contains 875 members 
Mstep: Class 25 contains 47767 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 49319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137074000.000000 Penalty: 90551.781250
Iteration 43Q: 28 clusters Score -1.37074e+08 nChanged 25993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7799 members 
Mstep: Class 4 contains 91052 members 
Mstep: Class 5 contains 30272 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 43548 members 
Mstep: Class 8 contains 814 members 
Mstep: Class 9 contains 48125 members 
Mstep: Class 10 contains 52301 members 
Mstep: Class 11 contains 7612 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 32235 members 
Mstep: Class 14 contains 6263 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45003 members 
Mstep: Class 17 contains 27362 members 
Mstep: Class 18 contains 50544 members 
Mstep: Class 19 contains 47007 members 
Mstep: Class 20 contains 59418 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 35669 members 
Mstep: Class 23 contains 51075 members 
Mstep: Class 24 contains 873 members 
Mstep: Class 25 contains 48724 members 
Mstep: Class 26 contains 1600 members 
Mstep: Class 27 contains 49194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137076976.000000 Penalty: 90551.781250
Iteration 44Q: 28 clusters Score -1.37077e+08 nChanged 25287
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8022 members 
Mstep: Class 4 contains 89903 members 
Mstep: Class 5 contains 30034 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 42758 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 46160 members 
Mstep: Class 10 contains 52608 members 
Mstep: Class 11 contains 7876 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 32286 members 
Mstep: Class 14 contains 6328 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44404 members 
Mstep: Class 17 contains 27723 members 
Mstep: Class 18 contains 53810 members 
Mstep: Class 19 contains 46575 members 
Mstep: Class 20 contains 57648 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 39196 members 
Mstep: Class 23 contains 49660 members 
Mstep: Class 24 contains 872 members 
Mstep: Class 25 contains 49290 members 
Mstep: Class 26 contains 1592 members 
Mstep: Class 27 contains 48788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137078656.000000 Penalty: 90551.781250
Iteration 45Q: 28 clusters Score -1.370787e+08 nChanged 23202
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8266 members 
Mstep: Class 4 contains 88707 members 
Mstep: Class 5 contains 29870 members 
Mstep: Class 6 contains 5727 members 
Mstep: Class 7 contains 42385 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 44899 members 
Mstep: Class 10 contains 52655 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 32295 members 
Mstep: Class 14 contains 6377 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44309 members 
Mstep: Class 17 contains 27992 members 
Mstep: Class 18 contains 54261 members 
Mstep: Class 19 contains 46314 members 
Mstep: Class 20 contains 56331 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 43283 members 
Mstep: Class 23 contains 48710 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49588 members 
Mstep: Class 26 contains 1589 members 
Mstep: Class 27 contains 48644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137080032.000000 Penalty: 90551.781250
Iteration 46Q: 28 clusters Score -1.3708e+08 nChanged 22338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8482 members 
Mstep: Class 4 contains 87679 members 
Mstep: Class 5 contains 29729 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 41971 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 44038 members 
Mstep: Class 10 contains 52021 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 32383 members 
Mstep: Class 14 contains 6413 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44275 members 
Mstep: Class 17 contains 28210 members 
Mstep: Class 18 contains 53272 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 55231 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 48157 members 
Mstep: Class 23 contains 48063 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49735 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 48638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082064.000000 Penalty: 90551.781250
Iteration 47Q: 28 clusters Score -1.370821e+08 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 86768 members 
Mstep: Class 5 contains 29737 members 
Mstep: Class 6 contains 5929 members 
Mstep: Class 7 contains 41570 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 43431 members 
Mstep: Class 10 contains 50940 members 
Mstep: Class 11 contains 8320 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 32530 members 
Mstep: Class 14 contains 6461 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44063 members 
Mstep: Class 17 contains 28353 members 
Mstep: Class 18 contains 52485 members 
Mstep: Class 19 contains 46335 members 
Mstep: Class 20 contains 54523 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 52492 members 
Mstep: Class 23 contains 47700 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49733 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 48660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082560.000000 Penalty: 90551.781250
Iteration 48Q: 28 clusters Score -1.370826e+08 nChanged 19955
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8850 members 
Mstep: Class 4 contains 85933 members 
Mstep: Class 5 contains 29878 members 
Mstep: Class 6 contains 6036 members 
Mstep: Class 7 contains 41145 members 
Mstep: Class 8 contains 799 members 
Mstep: Class 9 contains 43141 members 
Mstep: Class 10 contains 50228 members 
Mstep: Class 11 contains 8369 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 32732 members 
Mstep: Class 14 contains 6510 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43999 members 
Mstep: Class 17 contains 28538 members 
Mstep: Class 18 contains 52458 members 
Mstep: Class 19 contains 46319 members 
Mstep: Class 20 contains 53961 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 54525 members 
Mstep: Class 23 contains 47848 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49676 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 48560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082688.000000 Penalty: 90551.781250
Iteration 49Q: 28 clusters Score -1.370827e+08 nChanged 16698
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 85008 members 
Mstep: Class 5 contains 30097 members 
Mstep: Class 6 contains 6101 members 
Mstep: Class 7 contains 40712 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 9 contains 43294 members 
Mstep: Class 10 contains 50211 members 
Mstep: Class 11 contains 8409 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 32983 members 
Mstep: Class 14 contains 6588 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44259 members 
Mstep: Class 17 contains 28714 members 
Mstep: Class 18 contains 52507 members 
Mstep: Class 19 contains 46428 members 
Mstep: Class 20 contains 53448 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 54622 members 
Mstep: Class 23 contains 48301 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49627 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 48361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082000.000000 Penalty: 90551.781250
Iteration 50Q: 28 clusters Score -1.37082e+08 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9239 members 
Mstep: Class 4 contains 83951 members 
Mstep: Class 5 contains 30318 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 40288 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 43838 members 
Mstep: Class 10 contains 50170 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 33270 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44560 members 
Mstep: Class 17 contains 28870 members 
Mstep: Class 18 contains 52435 members 
Mstep: Class 19 contains 46696 members 
Mstep: Class 20 contains 53013 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 54205 members 
Mstep: Class 23 contains 48855 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49572 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 48168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137081936.000000 Penalty: 90551.781250
Iteration 51Q: 28 clusters Score -1.370819e+08 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9438 members 
Mstep: Class 4 contains 82807 members 
Mstep: Class 5 contains 30616 members 
Mstep: Class 6 contains 6234 members 
Mstep: Class 7 contains 39888 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 44651 members 
Mstep: Class 10 contains 50196 members 
Mstep: Class 11 contains 8399 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 33607 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44796 members 
Mstep: Class 17 contains 29047 members 
Mstep: Class 18 contains 52320 members 
Mstep: Class 19 contains 46901 members 
Mstep: Class 20 contains 52473 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 53819 members 
Mstep: Class 23 contains 49313 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49518 members 
Mstep: Class 26 contains 1578 members 
Mstep: Class 27 contains 47945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137081904.000000 Penalty: 90551.781250
Iteration 52Q: 28 clusters Score -1.370819e+08 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9654 members 
Mstep: Class 4 contains 81438 members 
Mstep: Class 5 contains 30947 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 39537 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 45687 members 
Mstep: Class 10 contains 50303 members 
Mstep: Class 11 contains 8397 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 34004 members 
Mstep: Class 14 contains 6789 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44928 members 
Mstep: Class 17 contains 29157 members 
Mstep: Class 18 contains 52166 members 
Mstep: Class 19 contains 47057 members 
Mstep: Class 20 contains 52093 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 53415 members 
Mstep: Class 23 contains 49733 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49380 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 47741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082800.000000 Penalty: 90551.781250
Iteration 53Q: 28 clusters Score -1.370828e+08 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9819 members 
Mstep: Class 4 contains 80308 members 
Mstep: Class 5 contains 31310 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 46828 members 
Mstep: Class 10 contains 50331 members 
Mstep: Class 11 contains 8393 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 34468 members 
Mstep: Class 14 contains 6860 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44944 members 
Mstep: Class 17 contains 29244 members 
Mstep: Class 18 contains 52031 members 
Mstep: Class 19 contains 47128 members 
Mstep: Class 20 contains 51758 members 
Mstep: Class 21 contains 1698 members 
Mstep: Class 22 contains 52996 members 
Mstep: Class 23 contains 50017 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49232 members 
Mstep: Class 26 contains 1579 members 
Mstep: Class 27 contains 47485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137083792.000000 Penalty: 90551.781250
Iteration 54Q: 28 clusters Score -1.370838e+08 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9978 members 
Mstep: Class 4 contains 79200 members 
Mstep: Class 5 contains 31737 members 
Mstep: Class 6 contains 6341 members 
Mstep: Class 7 contains 39063 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 47978 members 
Mstep: Class 10 contains 50318 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 34938 members 
Mstep: Class 14 contains 6930 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44975 members 
Mstep: Class 17 contains 29353 members 
Mstep: Class 18 contains 51767 members 
Mstep: Class 19 contains 47217 members 
Mstep: Class 20 contains 51481 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 52508 members 
Mstep: Class 23 contains 50161 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 49082 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 47300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137084304.000000 Penalty: 90551.781250
Iteration 55Q: 28 clusters Score -1.370843e+08 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 78167 members 
Mstep: Class 5 contains 32266 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 38911 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 49130 members 
Mstep: Class 10 contains 50329 members 
Mstep: Class 11 contains 8403 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 35463 members 
Mstep: Class 14 contains 7005 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44912 members 
Mstep: Class 17 contains 29429 members 
Mstep: Class 18 contains 51389 members 
Mstep: Class 19 contains 47323 members 
Mstep: Class 20 contains 51254 members 
Mstep: Class 21 contains 1700 members 
Mstep: Class 22 contains 51907 members 
Mstep: Class 23 contains 50246 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 48919 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 47193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137085376.000000 Penalty: 90551.781250
Iteration 56Q: 28 clusters Score -1.370854e+08 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10219 members 
Mstep: Class 4 contains 77270 members 
Mstep: Class 5 contains 32869 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 38885 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 50004 members 
Mstep: Class 10 contains 50276 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 36011 members 
Mstep: Class 14 contains 7081 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44833 members 
Mstep: Class 17 contains 29512 members 
Mstep: Class 18 contains 51138 members 
Mstep: Class 19 contains 47253 members 
Mstep: Class 20 contains 50992 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 51433 members 
Mstep: Class 23 contains 50297 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 48762 members 
Mstep: Class 26 contains 1576 members 
Mstep: Class 27 contains 47087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137086864.000000 Penalty: 90551.781250
Iteration 57Q: 28 clusters Score -1.370869e+08 nChanged 9544
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10326 members 
Mstep: Class 4 contains 76375 members 
Mstep: Class 5 contains 33554 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 38892 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 50561 members 
Mstep: Class 10 contains 50138 members 
Mstep: Class 11 contains 8446 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 36594 members 
Mstep: Class 14 contains 7163 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44876 members 
Mstep: Class 17 contains 29603 members 
Mstep: Class 18 contains 50951 members 
Mstep: Class 19 contains 47279 members 
Mstep: Class 20 contains 50821 members 
Mstep: Class 21 contains 1692 members 
Mstep: Class 22 contains 51016 members 
Mstep: Class 23 contains 50300 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 48548 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 46904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088080.000000 Penalty: 90551.781250
Iteration 58Q: 28 clusters Score -1.370881e+08 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10419 members 
Mstep: Class 4 contains 75452 members 
Mstep: Class 5 contains 34300 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 38896 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 50913 members 
Mstep: Class 10 contains 50062 members 
Mstep: Class 11 contains 8489 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 37169 members 
Mstep: Class 14 contains 7254 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 29696 members 
Mstep: Class 18 contains 50786 members 
Mstep: Class 19 contains 47227 members 
Mstep: Class 20 contains 50719 members 
Mstep: Class 21 contains 1693 members 
Mstep: Class 22 contains 50708 members 
Mstep: Class 23 contains 50290 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 48364 members 
Mstep: Class 26 contains 1580 members 
Mstep: Class 27 contains 46651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088464.000000 Penalty: 90551.781250
Iteration 59Q: 28 clusters Score -1.370885e+08 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10497 members 
Mstep: Class 4 contains 74565 members 
Mstep: Class 5 contains 35144 members 
Mstep: Class 6 contains 6423 members 
Mstep: Class 7 contains 38940 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 51055 members 
Mstep: Class 10 contains 50035 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 37793 members 
Mstep: Class 14 contains 7349 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44979 members 
Mstep: Class 17 contains 29762 members 
Mstep: Class 18 contains 50651 members 
Mstep: Class 19 contains 47072 members 
Mstep: Class 20 contains 50714 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 50466 members 
Mstep: Class 23 contains 50208 members 
Mstep: Class 24 contains 870 members 
Mstep: Class 25 contains 48138 members 
Mstep: Class 26 contains 1581 members 
Mstep: Class 27 contains 46398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137089456.000000 Penalty: 90551.781250
Iteration 60F: 28 clusters Score -1.370895e+08 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10570 members 
Mstep: Class 4 contains 73599 members 
Mstep: Class 5 contains 36148 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 39011 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 50885 members 
Mstep: Class 10 contains 49667 members 
Mstep: Class 11 contains 8576 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 38395 members 
Mstep: Class 14 contains 7446 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 50583 members 
Mstep: Class 19 contains 46983 members 
Mstep: Class 20 contains 50668 members 
Mstep: Class 21 contains 1691 members 
Mstep: Class 22 contains 50746 members 
Mstep: Class 23 contains 50070 members 
Mstep: Class 24 contains 869 members 
Mstep: Class 25 contains 47941 members 
Mstep: Class 26 contains 1586 members 
Mstep: Class 27 contains 46146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137090560.000000 Penalty: 90551.781250
Iteration 61Q: 28 clusters Score -1.370906e+08 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10628 members 
Mstep: Class 4 contains 72616 members 
Mstep: Class 5 contains 37235 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 39083 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 50614 members 
Mstep: Class 10 contains 49609 members 
Mstep: Class 11 contains 8605 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 39004 members 
Mstep: Class 14 contains 7525 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45013 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 50467 members 
Mstep: Class 19 contains 46898 members 
Mstep: Class 20 contains 50615 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 50805 members 
Mstep: Class 23 contains 50050 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47750 members 
Mstep: Class 26 contains 1591 members 
Mstep: Class 27 contains 45891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137091040.000000 Penalty: 90551.781250
Iteration 62Q: 28 clusters Score -1.37091e+08 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10674 members 
Mstep: Class 4 contains 71622 members 
Mstep: Class 5 contains 38442 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 39172 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 50313 members 
Mstep: Class 10 contains 49604 members 
Mstep: Class 11 contains 8635 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 39622 members 
Mstep: Class 14 contains 7633 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45066 members 
Mstep: Class 17 contains 29879 members 
Mstep: Class 18 contains 50241 members 
Mstep: Class 19 contains 46850 members 
Mstep: Class 20 contains 50573 members 
Mstep: Class 21 contains 1686 members 
Mstep: Class 22 contains 50739 members 
Mstep: Class 23 contains 50063 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47537 members 
Mstep: Class 26 contains 1598 members 
Mstep: Class 27 contains 45544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137092384.000000 Penalty: 90551.781250
Iteration 63Q: 28 clusters Score -1.370924e+08 nChanged 9796
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10721 members 
Mstep: Class 4 contains 70471 members 
Mstep: Class 5 contains 39714 members 
Mstep: Class 6 contains 6503 members 
Mstep: Class 7 contains 39321 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 49964 members 
Mstep: Class 10 contains 49618 members 
Mstep: Class 11 contains 8659 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 40251 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 45139 members 
Mstep: Class 17 contains 29936 members 
Mstep: Class 18 contains 50062 members 
Mstep: Class 19 contains 46832 members 
Mstep: Class 20 contains 50546 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 50658 members 
Mstep: Class 23 contains 50022 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47372 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 45195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137092928.000000 Penalty: 90551.781250
Iteration 64Q: 28 clusters Score -1.370929e+08 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10742 members 
Mstep: Class 4 contains 69361 members 
Mstep: Class 5 contains 41057 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 39512 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 49716 members 
Mstep: Class 10 contains 49648 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 40848 members 
Mstep: Class 14 contains 7848 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45190 members 
Mstep: Class 17 contains 29954 members 
Mstep: Class 18 contains 49705 members 
Mstep: Class 19 contains 46738 members 
Mstep: Class 20 contains 50577 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 50559 members 
Mstep: Class 23 contains 49973 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47276 members 
Mstep: Class 26 contains 1602 members 
Mstep: Class 27 contains 44848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137094112.000000 Penalty: 90551.781250
Iteration 65Q: 28 clusters Score -1.370941e+08 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10744 members 
Mstep: Class 4 contains 68228 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 39750 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49481 members 
Mstep: Class 10 contains 49648 members 
Mstep: Class 11 contains 8677 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 41476 members 
Mstep: Class 14 contains 7975 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45233 members 
Mstep: Class 17 contains 29984 members 
Mstep: Class 18 contains 49300 members 
Mstep: Class 19 contains 46658 members 
Mstep: Class 20 contains 50550 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 50435 members 
Mstep: Class 23 contains 49925 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47190 members 
Mstep: Class 26 contains 1605 members 
Mstep: Class 27 contains 44452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095152.000000 Penalty: 90551.781250
Iteration 66Q: 28 clusters Score -1.370952e+08 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10741 members 
Mstep: Class 4 contains 67061 members 
Mstep: Class 5 contains 44042 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 39953 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 9 contains 49231 members 
Mstep: Class 10 contains 49638 members 
Mstep: Class 11 contains 8678 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 42122 members 
Mstep: Class 14 contains 8077 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45193 members 
Mstep: Class 17 contains 30017 members 
Mstep: Class 18 contains 49001 members 
Mstep: Class 19 contains 46680 members 
Mstep: Class 20 contains 50521 members 
Mstep: Class 21 contains 1689 members 
Mstep: Class 22 contains 50339 members 
Mstep: Class 23 contains 49853 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47072 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 43992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095824.000000 Penalty: 90551.781250
Iteration 67Q: 28 clusters Score -1.370958e+08 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10719 members 
Mstep: Class 4 contains 65921 members 
Mstep: Class 5 contains 45754 members 
Mstep: Class 6 contains 6498 members 
Mstep: Class 7 contains 40141 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 48993 members 
Mstep: Class 10 contains 49686 members 
Mstep: Class 11 contains 8663 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 42741 members 
Mstep: Class 14 contains 8189 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45155 members 
Mstep: Class 17 contains 30045 members 
Mstep: Class 18 contains 48774 members 
Mstep: Class 19 contains 46637 members 
Mstep: Class 20 contains 50485 members 
Mstep: Class 21 contains 1695 members 
Mstep: Class 22 contains 50200 members 
Mstep: Class 23 contains 49769 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 46999 members 
Mstep: Class 26 contains 1610 members 
Mstep: Class 27 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137096816.000000 Penalty: 90551.781250
Iteration 68Q: 28 clusters Score -1.370968e+08 nChanged 10384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10682 members 
Mstep: Class 4 contains 64865 members 
Mstep: Class 5 contains 47635 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 7 contains 40323 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 48816 members 
Mstep: Class 10 contains 49709 members 
Mstep: Class 11 contains 8647 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 43350 members 
Mstep: Class 14 contains 8308 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45034 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 48576 members 
Mstep: Class 19 contains 46597 members 
Mstep: Class 20 contains 50439 members 
Mstep: Class 21 contains 1696 members 
Mstep: Class 22 contains 50041 members 
Mstep: Class 23 contains 49584 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 46908 members 
Mstep: Class 26 contains 1613 members 
Mstep: Class 27 contains 42633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137097552.000000 Penalty: 90551.781250
Iteration 69Q: 28 clusters Score -1.370976e+08 nChanged 10946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 63873 members 
Mstep: Class 5 contains 49546 members 
Mstep: Class 6 contains 6495 members 
Mstep: Class 7 contains 40503 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 9 contains 48646 members 
Mstep: Class 10 contains 49735 members 
Mstep: Class 11 contains 8618 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 43873 members 
Mstep: Class 14 contains 8409 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44931 members 
Mstep: Class 17 contains 30035 members 
Mstep: Class 18 contains 48312 members 
Mstep: Class 19 contains 46532 members 
Mstep: Class 20 contains 50427 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 49879 members 
Mstep: Class 23 contains 49362 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 46940 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 41923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098352.000000 Penalty: 90551.781250
Iteration 70Q: 28 clusters Score -1.370984e+08 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10578 members 
Mstep: Class 4 contains 62943 members 
Mstep: Class 5 contains 51305 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 7 contains 40719 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 48511 members 
Mstep: Class 10 contains 49673 members 
Mstep: Class 11 contains 8578 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44307 members 
Mstep: Class 14 contains 8503 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44781 members 
Mstep: Class 17 contains 30041 members 
Mstep: Class 18 contains 48056 members 
Mstep: Class 19 contains 46483 members 
Mstep: Class 20 contains 50379 members 
Mstep: Class 21 contains 1701 members 
Mstep: Class 22 contains 49810 members 
Mstep: Class 23 contains 49178 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 1621 members 
Mstep: Class 27 contains 41325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099552.000000 Penalty: 90551.781250
Iteration 71Q: 28 clusters Score -1.370996e+08 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10544 members 
Mstep: Class 4 contains 62004 members 
Mstep: Class 5 contains 52749 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 41090 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 49623 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44581 members 
Mstep: Class 14 contains 8599 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44541 members 
Mstep: Class 17 contains 30027 members 
Mstep: Class 18 contains 47850 members 
Mstep: Class 19 contains 46437 members 
Mstep: Class 20 contains 50330 members 
Mstep: Class 21 contains 1705 members 
Mstep: Class 22 contains 49685 members 
Mstep: Class 23 contains 48955 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47167 members 
Mstep: Class 26 contains 1625 members 
Mstep: Class 27 contains 41151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100176.000000 Penalty: 90551.781250
Iteration 72Q: 28 clusters Score -1.371002e+08 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10503 members 
Mstep: Class 4 contains 61176 members 
Mstep: Class 5 contains 53704 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 41440 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 48147 members 
Mstep: Class 10 contains 49588 members 
Mstep: Class 11 contains 8499 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44780 members 
Mstep: Class 14 contains 8694 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 30036 members 
Mstep: Class 18 contains 47583 members 
Mstep: Class 19 contains 46348 members 
Mstep: Class 20 contains 50272 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 49537 members 
Mstep: Class 23 contains 48704 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47334 members 
Mstep: Class 26 contains 1632 members 
Mstep: Class 27 contains 41422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100464.000000 Penalty: 90551.781250
Iteration 73Q: 28 clusters Score -1.371005e+08 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10467 members 
Mstep: Class 4 contains 60341 members 
Mstep: Class 5 contains 54131 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 41884 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 47977 members 
Mstep: Class 10 contains 49551 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44880 members 
Mstep: Class 14 contains 8797 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 30024 members 
Mstep: Class 18 contains 47343 members 
Mstep: Class 19 contains 46296 members 
Mstep: Class 20 contains 50167 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 49457 members 
Mstep: Class 23 contains 48444 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47495 members 
Mstep: Class 26 contains 1639 members 
Mstep: Class 27 contains 42051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101120.000000 Penalty: 90551.781250
Iteration 74Q: 28 clusters Score -1.371011e+08 nChanged 10429
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10405 members 
Mstep: Class 4 contains 59630 members 
Mstep: Class 5 contains 54095 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 42330 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 47832 members 
Mstep: Class 10 contains 49478 members 
Mstep: Class 11 contains 8456 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44939 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44443 members 
Mstep: Class 17 contains 30003 members 
Mstep: Class 18 contains 47145 members 
Mstep: Class 19 contains 46193 members 
Mstep: Class 20 contains 50084 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 49343 members 
Mstep: Class 23 contains 48162 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47666 members 
Mstep: Class 26 contains 1645 members 
Mstep: Class 27 contains 43084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101952.000000 Penalty: 90551.781250
Iteration 75Q: 28 clusters Score -1.37102e+08 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10347 members 
Mstep: Class 4 contains 58957 members 
Mstep: Class 5 contains 53672 members 
Mstep: Class 6 contains 6440 members 
Mstep: Class 7 contains 42791 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 9 contains 47776 members 
Mstep: Class 10 contains 49309 members 
Mstep: Class 11 contains 8445 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44964 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44426 members 
Mstep: Class 17 contains 29978 members 
Mstep: Class 18 contains 46913 members 
Mstep: Class 19 contains 46102 members 
Mstep: Class 20 contains 49991 members 
Mstep: Class 21 contains 1703 members 
Mstep: Class 22 contains 49216 members 
Mstep: Class 23 contains 47961 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 47861 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 44449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102704.000000 Penalty: 90551.781250
Iteration 76Q: 28 clusters Score -1.371027e+08 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10292 members 
Mstep: Class 4 contains 58368 members 
Mstep: Class 5 contains 53071 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 43245 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 9 contains 47687 members 
Mstep: Class 10 contains 49222 members 
Mstep: Class 11 contains 8435 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44954 members 
Mstep: Class 14 contains 9120 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44354 members 
Mstep: Class 17 contains 29987 members 
Mstep: Class 18 contains 46658 members 
Mstep: Class 19 contains 45958 members 
Mstep: Class 20 contains 49922 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 49094 members 
Mstep: Class 23 contains 47759 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48002 members 
Mstep: Class 26 contains 1658 members 
Mstep: Class 27 contains 46081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137103904.000000 Penalty: 90551.781250
Iteration 77Q: 28 clusters Score -1.371039e+08 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10245 members 
Mstep: Class 4 contains 57800 members 
Mstep: Class 5 contains 52355 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 43613 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 47594 members 
Mstep: Class 10 contains 49192 members 
Mstep: Class 11 contains 8423 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44930 members 
Mstep: Class 14 contains 9211 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44221 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 46291 members 
Mstep: Class 19 contains 45846 members 
Mstep: Class 20 contains 49834 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 49013 members 
Mstep: Class 23 contains 47501 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48121 members 
Mstep: Class 26 contains 1663 members 
Mstep: Class 27 contains 48071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106128.000000 Penalty: 90551.781250
Iteration 78Q: 28 clusters Score -1.371061e+08 nChanged 9419
Entering ConstructFrom: 
Score: -137106128.000000 Penalty: 90551.781250
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36466.085938 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36466.09 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36920.042969 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36920.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37224.277344 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -37224.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37413.285156 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -37413.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37565.718750 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37565.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37615.539062 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37615.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -37630.695312 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37630.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37632.734375 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37632.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37632.734375 Penalty: 2997.145996
	Iteration 8F: 3 clusters Score -37632.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 51771 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 288 members 
Entering Unmasked Estep 
Score: -137103744.000000 Penalty: 93905.554688
Splitting cluster 1 changes total score from -137106128.000000 to -137103744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85201.148438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85201.15 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -85650.789062 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85650.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -85892.601562 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85892.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86061.062500 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86061.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -86222.250000 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86222.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -86380.875000 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86380.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86470.757812 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86470.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86552.320312 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86552.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86613.171875 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86613.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86674.304688 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86674.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86695.789062 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86695.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86724.312500 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86724.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86760.054688 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86760.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86779.195312 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -86785.257812 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86785.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86786.554688 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86786.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -86786.554688 Penalty: 3256.371582
	Iteration 16F: 3 clusters Score -86786.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1867395.625000 Penalty: 2288.734863
	Iteration 0F: 2 clusters Score -1867396 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 5118 members 
Entering Unmasked Estep 
Score: -1859578.500000 Penalty: 4577.469727
	Iteration 0F: 3 clusters Score -1859578 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1861717.625000 Penalty: 4577.469727
	Iteration 1F: 3 clusters Score -1861718 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1861973.375000 Penalty: 4577.469727
	Iteration 2F: 3 clusters Score -1861973 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1862158.875000 Penalty: 4577.469727
	Iteration 3Q: 3 clusters Score -1862159 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1862289.250000 Penalty: 4577.469727
	Iteration 4Q: 3 clusters Score -1862289 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1862408.875000 Penalty: 4577.469727
	Iteration 5Q: 3 clusters Score -1862409 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1862515.500000 Penalty: 4577.469727
	Iteration 6Q: 3 clusters Score -1862516 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1862614.250000 Penalty: 4577.469727
	Iteration 7Q: 3 clusters Score -1862614 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1862720.250000 Penalty: 4577.469727
	Iteration 8Q: 3 clusters Score -1862720 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1862866.375000 Penalty: 4577.469727
	Iteration 9Q: 3 clusters Score -1862866 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1863028.750000 Penalty: 4577.469727
	Iteration 10Q: 3 clusters Score -1863029 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1863198.125000 Penalty: 4577.469727
	Iteration 11Q: 3 clusters Score -1863198 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1863387.250000 Penalty: 4577.469727
	Iteration 12Q: 3 clusters Score -1863387 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1863631.500000 Penalty: 4577.469727
	Iteration 13Q: 3 clusters Score -1863632 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1863911.250000 Penalty: 4577.469727
	Iteration 14Q: 3 clusters Score -1863911 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1864226.500000 Penalty: 4577.469727
	Iteration 15Q: 3 clusters Score -1864226 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1864547.250000 Penalty: 4577.469727
	Iteration 16Q: 3 clusters Score -1864547 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1864765.125000 Penalty: 4577.469727
	Iteration 17Q: 3 clusters Score -1864765 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1864959.375000 Penalty: 4577.469727
	Iteration 18Q: 3 clusters Score -1864959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1865114.875000 Penalty: 4577.469727
	Iteration 19Q: 3 clusters Score -1865115 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1865225.625000 Penalty: 4577.469727
	Iteration 20F: 3 clusters Score -1865226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1865301.250000 Penalty: 4577.469727
	Iteration 21Q: 3 clusters Score -1865301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1865353.750000 Penalty: 4577.469727
	Iteration 22Q: 3 clusters Score -1865354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1865368.125000 Penalty: 4577.469727
	Iteration 23Q: 3 clusters Score -1865368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1865375.250000 Penalty: 4577.469727
	Iteration 24Q: 3 clusters Score -1865375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1865382.625000 Penalty: 4577.469727
	Iteration 25Q: 3 clusters Score -1865383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1865387.625000 Penalty: 4577.469727
	Iteration 26Q: 3 clusters Score -1865388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1865393.375000 Penalty: 4577.469727
	Iteration 27Q: 3 clusters Score -1865393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1865399.000000 Penalty: 4577.469727
	Iteration 28Q: 3 clusters Score -1865399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1865403.375000 Penalty: 4577.469727
	Iteration 29Q: 3 clusters Score -1865403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1865402.625000 Penalty: 4577.469727
	Iteration 30Q: 3 clusters Score -1865403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1865402.625000 Penalty: 4577.469727
	Iteration 31F: 3 clusters Score -1865403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57279 members 
Entering Unmasked Estep 
Score: -10571110.000000 Penalty: 2717.010986
	Iteration 0F: 2 clusters Score -1.057111e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -10537250.000000 Penalty: 5434.021973
	Iteration 0F: 3 clusters Score -1.053725e+07 nChanged 26592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -10551870.000000 Penalty: 5434.021973
	Iteration 1F: 3 clusters Score -1.055187e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -10552300.000000 Penalty: 5434.021973
	Iteration 2Q: 3 clusters Score -1.05523e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -10552872.000000 Penalty: 5434.021973
	Iteration 3Q: 3 clusters Score -1.055287e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -10553496.000000 Penalty: 5434.021973
	Iteration 4Q: 3 clusters Score -1.05535e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -10554311.000000 Penalty: 5434.021973
	Iteration 5Q: 3 clusters Score -1.055431e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -10555482.000000 Penalty: 5434.021973
	Iteration 6Q: 3 clusters Score -1.055548e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -10557304.000000 Penalty: 5434.021973
	Iteration 7F: 3 clusters Score -1.05573e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -10560393.000000 Penalty: 5434.021973
	Iteration 8F: 3 clusters Score -1.056039e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -10563536.000000 Penalty: 5434.021973
	Iteration 9F: 3 clusters Score -1.056354e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -10565695.000000 Penalty: 5434.021973
	Iteration 10F: 3 clusters Score -1.05657e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -10567001.000000 Penalty: 5434.021973
	Iteration 11Q: 3 clusters Score -1.0567e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54499 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -10567749.000000 Penalty: 5434.021973
	Iteration 12Q: 3 clusters Score -1.056775e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55131 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -10568080.000000 Penalty: 5434.021973
	Iteration 13Q: 3 clusters Score -1.056808e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10568308.000000 Penalty: 5434.021973
	Iteration 14Q: 3 clusters Score -1.056831e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55718 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -10568437.000000 Penalty: 5434.021973
	Iteration 15Q: 3 clusters Score -1.056844e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -10568567.000000 Penalty: 5434.021973
	Iteration 16Q: 3 clusters Score -1.056857e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10568605.000000 Penalty: 5434.021973
	Iteration 17Q: 3 clusters Score -1.05686e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56059 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -10568681.000000 Penalty: 5434.021973
	Iteration 18Q: 3 clusters Score -1.056868e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10568698.000000 Penalty: 5434.021973
	Iteration 19Q: 3 clusters Score -1.05687e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10568733.000000 Penalty: 5434.021973
	Iteration 20F: 3 clusters Score -1.056873e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10568740.000000 Penalty: 5434.021973
	Iteration 21Q: 3 clusters Score -1.056874e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10568762.000000 Penalty: 5434.021973
	Iteration 22Q: 3 clusters Score -1.056876e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10568800.000000 Penalty: 5434.021973
	Iteration 23Q: 3 clusters Score -1.05688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10568802.000000 Penalty: 5434.021973
	Iteration 24Q: 3 clusters Score -1.05688e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -10568819.000000 Penalty: 5434.021973
	Iteration 25Q: 3 clusters Score -1.056882e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56249 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -10568817.000000 Penalty: 5434.021973
	Iteration 26Q: 3 clusters Score -1.056882e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10568820.000000 Penalty: 5434.021973
	Iteration 27Q: 3 clusters Score -1.056882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10568838.000000 Penalty: 5434.021973
	Iteration 28Q: 3 clusters Score -1.056884e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -10568850.000000 Penalty: 5434.021973
	Iteration 29Q: 3 clusters Score -1.056885e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10568846.000000 Penalty: 5434.021973
	Iteration 30Q: 3 clusters Score -1.056885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -10568861.000000 Penalty: 5434.021973
	Iteration 31Q: 3 clusters Score -1.056886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10568852.000000 Penalty: 5434.021973
	Iteration 32Q: 3 clusters Score -1.056885e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10568867.000000 Penalty: 5434.021973
	Iteration 33Q: 3 clusters Score -1.056887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -10568862.000000 Penalty: 5434.021973
	Iteration 34Q: 3 clusters Score -1.056886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56310 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10568860.000000 Penalty: 5434.021973
	Iteration 35Q: 3 clusters Score -1.056886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10568855.000000 Penalty: 5434.021973
	Iteration 36Q: 3 clusters Score -1.056886e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10568860.000000 Penalty: 5434.021973
	Iteration 37Q: 3 clusters Score -1.056886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10568871.000000 Penalty: 5434.021973
	Iteration 38Q: 3 clusters Score -1.056887e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10568868.000000 Penalty: 5434.021973
	Iteration 39Q: 3 clusters Score -1.056887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10568867.000000 Penalty: 5434.021973
	Iteration 40F: 3 clusters Score -1.056887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10568870.000000 Penalty: 5434.021973
	Iteration 41Q: 3 clusters Score -1.056887e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10568870.000000 Penalty: 5434.021973
	Iteration 42F: 3 clusters Score -1.056887e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Entering Unmasked Estep 
Score: -9652328.000000 Penalty: 2691.937256
	Iteration 0F: 2 clusters Score -9652328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9621612.000000 Penalty: 5383.874512
	Iteration 0F: 3 clusters Score -9621612 nChanged 24149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -9635485.000000 Penalty: 5383.874512
	Iteration 1F: 3 clusters Score -9635485 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9637061.000000 Penalty: 5383.874512
	Iteration 2Q: 3 clusters Score -9637061 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -9638728.000000 Penalty: 5383.874512
	Iteration 3F: 3 clusters Score -9638728 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -9640617.000000 Penalty: 5383.874512
	Iteration 4F: 3 clusters Score -9640617 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -9642807.000000 Penalty: 5383.874512
	Iteration 5F: 3 clusters Score -9642807 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -9645238.000000 Penalty: 5383.874512
	Iteration 6F: 3 clusters Score -9645238 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -9647623.000000 Penalty: 5383.874512
	Iteration 7F: 3 clusters Score -9647623 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -9649635.000000 Penalty: 5383.874512
	Iteration 8F: 3 clusters Score -9649635 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -9651343.000000 Penalty: 5383.874512
	Iteration 9Q: 3 clusters Score -9651343 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -9652627.000000 Penalty: 5383.874512
	Iteration 10Q: 3 clusters Score -9652627 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -9653816.000000 Penalty: 5383.874512
	Iteration 11Q: 3 clusters Score -9653816 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9654785.000000 Penalty: 5383.874512
	Iteration 12Q: 3 clusters Score -9654785 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -9655147.000000 Penalty: 5383.874512
	Iteration 13Q: 3 clusters Score -9655147 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9655325.000000 Penalty: 5383.874512
	Iteration 14Q: 3 clusters Score -9655325 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -9655371.000000 Penalty: 5383.874512
	Iteration 15Q: 3 clusters Score -9655371 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -9655378.000000 Penalty: 5383.874512
	Iteration 16Q: 3 clusters Score -9655378 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -9655302.000000 Penalty: 5383.874512
	Iteration 17Q: 3 clusters Score -9655302 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -9655232.000000 Penalty: 5383.874512
	Iteration 18Q: 3 clusters Score -9655232 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -9655149.000000 Penalty: 5383.874512
	Iteration 19Q: 3 clusters Score -9655149 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9655072.000000 Penalty: 5383.874512
	Iteration 20F: 3 clusters Score -9655072 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -9655018.000000 Penalty: 5383.874512
	Iteration 21Q: 3 clusters Score -9655018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -9654968.000000 Penalty: 5383.874512
	Iteration 22Q: 3 clusters Score -9654968 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9654921.000000 Penalty: 5383.874512
	Iteration 23Q: 3 clusters Score -9654921 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -9654905.000000 Penalty: 5383.874512
	Iteration 24Q: 3 clusters Score -9654905 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -9654882.000000 Penalty: 5383.874512
	Iteration 25Q: 3 clusters Score -9654882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9654846.000000 Penalty: 5383.874512
	Iteration 26Q: 3 clusters Score -9654846 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -9654803.000000 Penalty: 5383.874512
	Iteration 27Q: 3 clusters Score -9654803 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9654802.000000 Penalty: 5383.874512
	Iteration 28Q: 3 clusters Score -9654802 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 48463 members 
Entering Unmasked Estep 
Score: -9654798.000000 Penalty: 5383.874512
	Iteration 29Q: 3 clusters Score -9654798 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -9654758.000000 Penalty: 5383.874512
	Iteration 30Q: 3 clusters Score -9654758 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -9654761.000000 Penalty: 5383.874512
	Iteration 31Q: 3 clusters Score -9654761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -9654746.000000 Penalty: 5383.874512
	Iteration 32Q: 3 clusters Score -9654746 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -9654751.000000 Penalty: 5383.874512
	Iteration 33Q: 3 clusters Score -9654751 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -9654760.000000 Penalty: 5383.874512
	Iteration 34Q: 3 clusters Score -9654760 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -9654765.000000 Penalty: 5383.874512
	Iteration 35Q: 3 clusters Score -9654765 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -9654774.000000 Penalty: 5383.874512
	Iteration 36Q: 3 clusters Score -9654774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9654761.000000 Penalty: 5383.874512
	Iteration 37Q: 3 clusters Score -9654761 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9654749.000000 Penalty: 5383.874512
	Iteration 38Q: 3 clusters Score -9654749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -9654755.000000 Penalty: 5383.874512
	Iteration 39Q: 3 clusters Score -9654755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -9654749.000000 Penalty: 5383.874512
	Iteration 40F: 3 clusters Score -9654749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9654757.000000 Penalty: 5383.874512
	Iteration 41Q: 3 clusters Score -9654757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -9654761.000000 Penalty: 5383.874512
	Iteration 42Q: 3 clusters Score -9654761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9654759.000000 Penalty: 5383.874512
	Iteration 43Q: 3 clusters Score -9654759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9654760.000000 Penalty: 5383.874512
	Iteration 44Q: 3 clusters Score -9654760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 48742 members 
Entering Unmasked Estep 
Score: -9654771.000000 Penalty: 5383.874512
	Iteration 45Q: 3 clusters Score -9654771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9654773.000000 Penalty: 5383.874512
	Iteration 46Q: 3 clusters Score -9654773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9654772.000000 Penalty: 5383.874512
	Iteration 47Q: 3 clusters Score -9654772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -9654776.000000 Penalty: 5383.874512
	Iteration 48Q: 3 clusters Score -9654776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 48746 members 
Entering Unmasked Estep 
Score: -9654774.000000 Penalty: 5383.874512
	Iteration 49Q: 3 clusters Score -9654774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9654784.000000 Penalty: 5383.874512
	Iteration 50Q: 3 clusters Score -9654784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9654776.000000 Penalty: 5383.874512
	Iteration 51Q: 3 clusters Score -9654776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9654780.000000 Penalty: 5383.874512
	Iteration 52Q: 3 clusters Score -9654780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9654781.000000 Penalty: 5383.874512
	Iteration 53Q: 3 clusters Score -9654781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9654781.000000 Penalty: 5383.874512
	Iteration 54F: 3 clusters Score -9654781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 48745 members 
Entering Unmasked Estep 
Score: -137107456.000000 Penalty: 93905.554688
Splitting cluster 5 changes total score from -137106128.000000 to -137107456.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (6405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Entering Unmasked Estep 
Score: -1194822.875000 Penalty: 2173.678955
	Iteration 0F: 2 clusters Score -1194823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1189383.875000 Penalty: 4347.357910
	Iteration 0F: 3 clusters Score -1189384 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1190781.750000 Penalty: 4347.357910
	Iteration 1F: 3 clusters Score -1190782 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1191000.500000 Penalty: 4347.357910
	Iteration 2F: 3 clusters Score -1191000 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1191138.000000 Penalty: 4347.357910
	Iteration 3Q: 3 clusters Score -1191138 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1191231.250000 Penalty: 4347.357910
	Iteration 4Q: 3 clusters Score -1191231 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1191285.625000 Penalty: 4347.357910
	Iteration 5Q: 3 clusters Score -1191286 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1191334.250000 Penalty: 4347.357910
	Iteration 6Q: 3 clusters Score -1191334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1191379.250000 Penalty: 4347.357910
	Iteration 7Q: 3 clusters Score -1191379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1191422.875000 Penalty: 4347.357910
	Iteration 8Q: 3 clusters Score -1191423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1191470.250000 Penalty: 4347.357910
	Iteration 9Q: 3 clusters Score -1191470 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1191499.250000 Penalty: 4347.357910
	Iteration 10Q: 3 clusters Score -1191499 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1191526.250000 Penalty: 4347.357910
	Iteration 11Q: 3 clusters Score -1191526 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1191550.625000 Penalty: 4347.357910
	Iteration 12Q: 3 clusters Score -1191551 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1191567.250000 Penalty: 4347.357910
	Iteration 13Q: 3 clusters Score -1191567 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1191580.500000 Penalty: 4347.357910
	Iteration 14Q: 3 clusters Score -1191580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1191595.500000 Penalty: 4347.357910
	Iteration 15Q: 3 clusters Score -1191596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1191609.250000 Penalty: 4347.357910
	Iteration 16Q: 3 clusters Score -1191609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1191628.625000 Penalty: 4347.357910
	Iteration 17Q: 3 clusters Score -1191629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1191641.000000 Penalty: 4347.357910
	Iteration 18Q: 3 clusters Score -1191641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1191652.875000 Penalty: 4347.357910
	Iteration 19Q: 3 clusters Score -1191653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1191667.375000 Penalty: 4347.357910
	Iteration 20F: 3 clusters Score -1191667 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1191675.125000 Penalty: 4347.357910
	Iteration 21Q: 3 clusters Score -1191675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1191691.000000 Penalty: 4347.357910
	Iteration 22Q: 3 clusters Score -1191691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1191704.500000 Penalty: 4347.357910
	Iteration 23Q: 3 clusters Score -1191704 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1191720.500000 Penalty: 4347.357910
	Iteration 24Q: 3 clusters Score -1191720 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1191734.625000 Penalty: 4347.357910
	Iteration 25Q: 3 clusters Score -1191735 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1191748.250000 Penalty: 4347.357910
	Iteration 26Q: 3 clusters Score -1191748 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1191761.625000 Penalty: 4347.357910
	Iteration 27Q: 3 clusters Score -1191762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1191781.000000 Penalty: 4347.357910
	Iteration 28Q: 3 clusters Score -1191781 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1191802.500000 Penalty: 4347.357910
	Iteration 29Q: 3 clusters Score -1191802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1191830.500000 Penalty: 4347.357910
	Iteration 30Q: 3 clusters Score -1191830 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1191863.250000 Penalty: 4347.357910
	Iteration 31Q: 3 clusters Score -1191863 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1191903.500000 Penalty: 4347.357910
	Iteration 32Q: 3 clusters Score -1191904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1191943.875000 Penalty: 4347.357910
	Iteration 33Q: 3 clusters Score -1191944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1192000.750000 Penalty: 4347.357910
	Iteration 34Q: 3 clusters Score -1192001 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1192050.125000 Penalty: 4347.357910
	Iteration 35Q: 3 clusters Score -1192050 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1192100.625000 Penalty: 4347.357910
	Iteration 36Q: 3 clusters Score -1192101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1192159.375000 Penalty: 4347.357910
	Iteration 37Q: 3 clusters Score -1192159 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1192214.125000 Penalty: 4347.357910
	Iteration 38Q: 3 clusters Score -1192214 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1192252.625000 Penalty: 4347.357910
	Iteration 39Q: 3 clusters Score -1192253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1192293.125000 Penalty: 4347.357910
	Iteration 40F: 3 clusters Score -1192293 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1192325.500000 Penalty: 4347.357910
	Iteration 41Q: 3 clusters Score -1192326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1192348.625000 Penalty: 4347.357910
	Iteration 42Q: 3 clusters Score -1192349 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1192371.000000 Penalty: 4347.357910
	Iteration 43Q: 3 clusters Score -1192371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1192389.250000 Penalty: 4347.357910
	Iteration 44Q: 3 clusters Score -1192389 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1192406.625000 Penalty: 4347.357910
	Iteration 45Q: 3 clusters Score -1192407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1192412.875000 Penalty: 4347.357910
	Iteration 46Q: 3 clusters Score -1192413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1192420.000000 Penalty: 4347.357910
	Iteration 47Q: 3 clusters Score -1192420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1192428.625000 Penalty: 4347.357910
	Iteration 48Q: 3 clusters Score -1192429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1192440.750000 Penalty: 4347.357910
	Iteration 49Q: 3 clusters Score -1192441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1192452.625000 Penalty: 4347.357910
	Iteration 50Q: 3 clusters Score -1192453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1192457.125000 Penalty: 4347.357910
	Iteration 51Q: 3 clusters Score -1192457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1192463.375000 Penalty: 4347.357910
	Iteration 52Q: 3 clusters Score -1192463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1192472.250000 Penalty: 4347.357910
	Iteration 53Q: 3 clusters Score -1192472 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1192485.000000 Penalty: 4347.357910
	Iteration 54Q: 3 clusters Score -1192485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1192492.500000 Penalty: 4347.357910
	Iteration 55Q: 3 clusters Score -1192492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1192507.375000 Penalty: 4347.357910
	Iteration 56Q: 3 clusters Score -1192507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1192513.375000 Penalty: 4347.357910
	Iteration 57Q: 3 clusters Score -1192513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1192520.500000 Penalty: 4347.357910
	Iteration 58Q: 3 clusters Score -1192520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1192525.500000 Penalty: 4347.357910
	Iteration 59Q: 3 clusters Score -1192526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1192531.500000 Penalty: 4347.357910
	Iteration 60F: 3 clusters Score -1192532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1192537.750000 Penalty: 4347.357910
	Iteration 61Q: 3 clusters Score -1192538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1192541.000000 Penalty: 4347.357910
	Iteration 62Q: 3 clusters Score -1192541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1192547.250000 Penalty: 4347.357910
	Iteration 63Q: 3 clusters Score -1192547 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1192553.875000 Penalty: 4347.357910
	Iteration 64Q: 3 clusters Score -1192554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1192558.875000 Penalty: 4347.357910
	Iteration 65Q: 3 clusters Score -1192559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1192564.750000 Penalty: 4347.357910
	Iteration 66Q: 3 clusters Score -1192565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1192571.875000 Penalty: 4347.357910
	Iteration 67Q: 3 clusters Score -1192572 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1192573.625000 Penalty: 4347.357910
	Iteration 68Q: 3 clusters Score -1192574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1192579.500000 Penalty: 4347.357910
	Iteration 69Q: 3 clusters Score -1192580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1192580.750000 Penalty: 4347.357910
	Iteration 70Q: 3 clusters Score -1192581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1192583.750000 Penalty: 4347.357910
	Iteration 71Q: 3 clusters Score -1192584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1192583.875000 Penalty: 4347.357910
	Iteration 72Q: 3 clusters Score -1192584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1192586.500000 Penalty: 4347.357910
	Iteration 73Q: 3 clusters Score -1192586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1192585.750000 Penalty: 4347.357910
	Iteration 74Q: 3 clusters Score -1192586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1192586.000000 Penalty: 4347.357910
	Iteration 75Q: 3 clusters Score -1192586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1192586.000000 Penalty: 4347.357910
	Iteration 76F: 3 clusters Score -1192586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Entering Unmasked Estep 
Score: -8201435.000000 Penalty: 2651.568604
	Iteration 0F: 2 clusters Score -8201435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8172280.000000 Penalty: 5303.137207
	Iteration 0F: 3 clusters Score -8172280 nChanged 20033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8183475.500000 Penalty: 5303.137207
	Iteration 1F: 3 clusters Score -8183476 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8184577.500000 Penalty: 5303.137207
	Iteration 2F: 3 clusters Score -8184578 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -8186063.500000 Penalty: 5303.137207
	Iteration 3F: 3 clusters Score -8186064 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8187925.500000 Penalty: 5303.137207
	Iteration 4F: 3 clusters Score -8187926 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -8190161.500000 Penalty: 5303.137207
	Iteration 5F: 3 clusters Score -8190162 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -8192601.500000 Penalty: 5303.137207
	Iteration 6F: 3 clusters Score -8192602 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -8195212.500000 Penalty: 5303.137207
	Iteration 7F: 3 clusters Score -8195212 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -8197324.500000 Penalty: 5303.137207
	Iteration 8F: 3 clusters Score -8197324 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -8198269.000000 Penalty: 5303.137207
	Iteration 9Q: 3 clusters Score -8198269 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -8198626.500000 Penalty: 5303.137207
	Iteration 10Q: 3 clusters Score -8198626 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -8198791.000000 Penalty: 5303.137207
	Iteration 11Q: 3 clusters Score -8198791 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8198878.500000 Penalty: 5303.137207
	Iteration 12Q: 3 clusters Score -8198878 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8198996.500000 Penalty: 5303.137207
	Iteration 13Q: 3 clusters Score -8198996 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -8199058.500000 Penalty: 5303.137207
	Iteration 14Q: 3 clusters Score -8199058 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 34247 members 
Entering Unmasked Estep 
Score: -8199110.500000 Penalty: 5303.137207
	Iteration 15Q: 3 clusters Score -8199110 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -8199177.500000 Penalty: 5303.137207
	Iteration 16Q: 3 clusters Score -8199178 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8199213.000000 Penalty: 5303.137207
	Iteration 17Q: 3 clusters Score -8199213 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8199251.500000 Penalty: 5303.137207
	Iteration 18Q: 3 clusters Score -8199252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -8199274.500000 Penalty: 5303.137207
	Iteration 19Q: 3 clusters Score -8199274 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -8199292.500000 Penalty: 5303.137207
	Iteration 20F: 3 clusters Score -8199292 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -8199311.000000 Penalty: 5303.137207
	Iteration 21Q: 3 clusters Score -8199311 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8199351.500000 Penalty: 5303.137207
	Iteration 22Q: 3 clusters Score -8199352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -8199350.000000 Penalty: 5303.137207
	Iteration 23Q: 3 clusters Score -8199350 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -8199376.500000 Penalty: 5303.137207
	Iteration 24Q: 3 clusters Score -8199376 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8199377.000000 Penalty: 5303.137207
	Iteration 25Q: 3 clusters Score -8199377 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8199412.000000 Penalty: 5303.137207
	Iteration 26Q: 3 clusters Score -8199412 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -8199427.500000 Penalty: 5303.137207
	Iteration 27Q: 3 clusters Score -8199428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -8199448.500000 Penalty: 5303.137207
	Iteration 28Q: 3 clusters Score -8199448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -8199472.500000 Penalty: 5303.137207
	Iteration 29Q: 3 clusters Score -8199472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8199467.000000 Penalty: 5303.137207
	Iteration 30Q: 3 clusters Score -8199467 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -8199491.000000 Penalty: 5303.137207
	Iteration 31Q: 3 clusters Score -8199491 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8199521.500000 Penalty: 5303.137207
	Iteration 32Q: 3 clusters Score -8199522 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -8199548.000000 Penalty: 5303.137207
	Iteration 33Q: 3 clusters Score -8199548 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -8199558.500000 Penalty: 5303.137207
	Iteration 34Q: 3 clusters Score -8199558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8199584.500000 Penalty: 5303.137207
	Iteration 35Q: 3 clusters Score -8199584 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8199591.500000 Penalty: 5303.137207
	Iteration 36Q: 3 clusters Score -8199592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -8199604.500000 Penalty: 5303.137207
	Iteration 37Q: 3 clusters Score -8199604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -8199611.000000 Penalty: 5303.137207
	Iteration 38Q: 3 clusters Score -8199611 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -8199621.500000 Penalty: 5303.137207
	Iteration 39Q: 3 clusters Score -8199622 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8199671.000000 Penalty: 5303.137207
	Iteration 40F: 3 clusters Score -8199671 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -8199671.500000 Penalty: 5303.137207
	Iteration 41Q: 3 clusters Score -8199672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8199688.500000 Penalty: 5303.137207
	Iteration 42Q: 3 clusters Score -8199688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -8199697.000000 Penalty: 5303.137207
	Iteration 43Q: 3 clusters Score -8199697 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8199708.000000 Penalty: 5303.137207
	Iteration 44Q: 3 clusters Score -8199708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -8199699.000000 Penalty: 5303.137207
	Iteration 45Q: 3 clusters Score -8199699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8199728.500000 Penalty: 5303.137207
	Iteration 46Q: 3 clusters Score -8199728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8199746.000000 Penalty: 5303.137207
	Iteration 47Q: 3 clusters Score -8199746 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -8199749.500000 Penalty: 5303.137207
	Iteration 48Q: 3 clusters Score -8199750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -8199764.500000 Penalty: 5303.137207
	Iteration 49Q: 3 clusters Score -8199764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -8199780.500000 Penalty: 5303.137207
	Iteration 50Q: 3 clusters Score -8199780 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8199776.500000 Penalty: 5303.137207
	Iteration 51Q: 3 clusters Score -8199776 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -8199789.500000 Penalty: 5303.137207
	Iteration 52Q: 3 clusters Score -8199790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8199800.500000 Penalty: 5303.137207
	Iteration 53Q: 3 clusters Score -8199800 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8199809.500000 Penalty: 5303.137207
	Iteration 54Q: 3 clusters Score -8199810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -8199809.000000 Penalty: 5303.137207
	Iteration 55Q: 3 clusters Score -8199809 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -8199823.000000 Penalty: 5303.137207
	Iteration 56Q: 3 clusters Score -8199823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -8199830.000000 Penalty: 5303.137207
	Iteration 57Q: 3 clusters Score -8199830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -8199832.500000 Penalty: 5303.137207
	Iteration 58Q: 3 clusters Score -8199832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -8199826.500000 Penalty: 5303.137207
	Iteration 59Q: 3 clusters Score -8199826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8199833.500000 Penalty: 5303.137207
	Iteration 60F: 3 clusters Score -8199834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -8199842.000000 Penalty: 5303.137207
	Iteration 61Q: 3 clusters Score -8199842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -8199840.500000 Penalty: 5303.137207
	Iteration 62Q: 3 clusters Score -8199840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8199844.000000 Penalty: 5303.137207
	Iteration 63Q: 3 clusters Score -8199844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8199851.000000 Penalty: 5303.137207
	Iteration 64Q: 3 clusters Score -8199851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -8199851.500000 Penalty: 5303.137207
	Iteration 65Q: 3 clusters Score -8199852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8199860.500000 Penalty: 5303.137207
	Iteration 66Q: 3 clusters Score -8199860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -8199854.500000 Penalty: 5303.137207
	Iteration 67Q: 3 clusters Score -8199854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -8199862.000000 Penalty: 5303.137207
	Iteration 68Q: 3 clusters Score -8199862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -8199864.500000 Penalty: 5303.137207
	Iteration 69Q: 3 clusters Score -8199864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -8199865.000000 Penalty: 5303.137207
	Iteration 70Q: 3 clusters Score -8199865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8199865.000000 Penalty: 5303.137207
	Iteration 71Q: 3 clusters Score -8199865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -8199863.000000 Penalty: 5303.137207
	Iteration 72Q: 3 clusters Score -8199863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8199870.500000 Penalty: 5303.137207
	Iteration 73Q: 3 clusters Score -8199870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8199866.500000 Penalty: 5303.137207
	Iteration 74Q: 3 clusters Score -8199866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8199866.000000 Penalty: 5303.137207
	Iteration 75Q: 3 clusters Score -8199866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8199870.000000 Penalty: 5303.137207
	Iteration 76Q: 3 clusters Score -8199870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -8199865.500000 Penalty: 5303.137207
	Iteration 77Q: 3 clusters Score -8199866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -8199868.500000 Penalty: 5303.137207
	Iteration 78Q: 3 clusters Score -8199868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -8199868.500000 Penalty: 5303.137207
	Iteration 79Q: 3 clusters Score -8199868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8199877.000000 Penalty: 5303.137207
	Iteration 80F: 3 clusters Score -8199877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -8199866.500000 Penalty: 5303.137207
	Iteration 81Q: 3 clusters Score -8199866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8199870.000000 Penalty: 5303.137207
	Iteration 82Q: 3 clusters Score -8199870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -8199873.000000 Penalty: 5303.137207
	Iteration 83Q: 3 clusters Score -8199873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8199874.000000 Penalty: 5303.137207
	Iteration 84Q: 3 clusters Score -8199874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -8199869.500000 Penalty: 5303.137207
	Iteration 85Q: 3 clusters Score -8199870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -8199870.000000 Penalty: 5303.137207
	Iteration 86Q: 3 clusters Score -8199870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8199869.500000 Penalty: 5303.137207
	Iteration 87Q: 3 clusters Score -8199870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -8199869.000000 Penalty: 5303.137207
	Iteration 88Q: 3 clusters Score -8199869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -8199876.000000 Penalty: 5303.137207
	Iteration 89Q: 3 clusters Score -8199876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8199877.000000 Penalty: 5303.137207
	Iteration 90Q: 3 clusters Score -8199877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -8199875.500000 Penalty: 5303.137207
	Iteration 91Q: 3 clusters Score -8199876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -8199863.000000 Penalty: 5303.137207
	Iteration 92Q: 3 clusters Score -8199863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -8199872.500000 Penalty: 5303.137207
	Iteration 93Q: 3 clusters Score -8199872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -8199866.000000 Penalty: 5303.137207
	Iteration 94Q: 3 clusters Score -8199866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8199868.500000 Penalty: 5303.137207
	Iteration 95Q: 3 clusters Score -8199868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8199866.000000 Penalty: 5303.137207
	Iteration 96Q: 3 clusters Score -8199866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8199875.000000 Penalty: 5303.137207
	Iteration 97Q: 3 clusters Score -8199875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8199875.000000 Penalty: 5303.137207
	Iteration 98F: 3 clusters Score -8199875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Entering Unmasked Estep 
Score: -134294.359375 Penalty: 1654.664185
	Iteration 0F: 2 clusters Score -134294.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -132600.906250 Penalty: 3309.328369
	Iteration 0F: 3 clusters Score -132600.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133014.734375 Penalty: 3309.328369
	Iteration 1F: 3 clusters Score -133014.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -133201.343750 Penalty: 3309.328369
	Iteration 2F: 3 clusters Score -133201.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -133330.656250 Penalty: 3309.328369
	Iteration 3F: 3 clusters Score -133330.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133444.750000 Penalty: 3309.328369
	Iteration 4Q: 3 clusters Score -133444.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -133550.843750 Penalty: 3309.328369
	Iteration 5Q: 3 clusters Score -133550.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -133653.515625 Penalty: 3309.328369
	Iteration 6Q: 3 clusters Score -133653.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -133807.468750 Penalty: 3309.328369
	Iteration 7Q: 3 clusters Score -133807.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -134075.171875 Penalty: 3309.328369
	Iteration 8Q: 3 clusters Score -134075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -134160.281250 Penalty: 3309.328369
	Iteration 9Q: 3 clusters Score -134160.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -134200.109375 Penalty: 3309.328369
	Iteration 10Q: 3 clusters Score -134200.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -134225.843750 Penalty: 3309.328369
	Iteration 11Q: 3 clusters Score -134225.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -134258.328125 Penalty: 3309.328369
	Iteration 12Q: 3 clusters Score -134258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -134297.843750 Penalty: 3309.328369
	Iteration 13Q: 3 clusters Score -134297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -134308.500000 Penalty: 3309.328369
	Iteration 14Q: 3 clusters Score -134308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -134326.406250 Penalty: 3309.328369
	Iteration 15Q: 3 clusters Score -134326.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -134331.828125 Penalty: 3309.328369
	Iteration 16Q: 3 clusters Score -134331.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -134336.375000 Penalty: 3309.328369
	Iteration 17Q: 3 clusters Score -134336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -134344.265625 Penalty: 3309.328369
	Iteration 18Q: 3 clusters Score -134344.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -134350.359375 Penalty: 3309.328369
	Iteration 19Q: 3 clusters Score -134350.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -134351.875000 Penalty: 3309.328369
	Iteration 20F: 3 clusters Score -134351.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134353.578125 Penalty: 3309.328369
	Iteration 21Q: 3 clusters Score -134353.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -134356.187500 Penalty: 3309.328369
	Iteration 22Q: 3 clusters Score -134356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -134361.625000 Penalty: 3309.328369
	Iteration 23Q: 3 clusters Score -134361.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -134371.875000 Penalty: 3309.328369
	Iteration 24Q: 3 clusters Score -134371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -134388.609375 Penalty: 3309.328369
	Iteration 25Q: 3 clusters Score -134388.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -134403.546875 Penalty: 3309.328369
	Iteration 26Q: 3 clusters Score -134403.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -134419.171875 Penalty: 3309.328369
	Iteration 27Q: 3 clusters Score -134419.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134433.140625 Penalty: 3309.328369
	Iteration 28Q: 3 clusters Score -134433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134445.484375 Penalty: 3309.328369
	Iteration 29Q: 3 clusters Score -134445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134449.234375 Penalty: 3309.328369
	Iteration 30Q: 3 clusters Score -134449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134449.234375 Penalty: 3309.328369
	Iteration 31F: 3 clusters Score -134449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 337 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 48745 members 
Mstep: Class 29 contains 453 members 
Entering Unmasked Estep 
Score: -137105952.000000 Penalty: 97259.320312
Splitting cluster 8 changes total score from -137106128.000000 to -137105952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Entering Unmasked Estep 
Score: -8848487.000000 Penalty: 2670.662598
	Iteration 0F: 2 clusters Score -8848487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8817723.000000 Penalty: 5341.325195
	Iteration 0F: 3 clusters Score -8817723 nChanged 21851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -8829791.000000 Penalty: 5341.325195
	Iteration 1F: 3 clusters Score -8829791 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8830265.000000 Penalty: 5341.325195
	Iteration 2Q: 3 clusters Score -8830265 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8830684.000000 Penalty: 5341.325195
	Iteration 3Q: 3 clusters Score -8830684 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -8831084.000000 Penalty: 5341.325195
	Iteration 4Q: 3 clusters Score -8831084 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -8831502.000000 Penalty: 5341.325195
	Iteration 5Q: 3 clusters Score -8831502 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -8832060.000000 Penalty: 5341.325195
	Iteration 6Q: 3 clusters Score -8832060 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -8832736.000000 Penalty: 5341.325195
	Iteration 7Q: 3 clusters Score -8832736 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -8833685.000000 Penalty: 5341.325195
	Iteration 8Q: 3 clusters Score -8833685 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8834827.000000 Penalty: 5341.325195
	Iteration 9Q: 3 clusters Score -8834827 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8836189.000000 Penalty: 5341.325195
	Iteration 10F: 3 clusters Score -8836189 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -8837829.000000 Penalty: 5341.325195
	Iteration 11F: 3 clusters Score -8837829 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8839636.000000 Penalty: 5341.325195
	Iteration 12F: 3 clusters Score -8839636 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -8841031.000000 Penalty: 5341.325195
	Iteration 13Q: 3 clusters Score -8841031 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -8841834.000000 Penalty: 5341.325195
	Iteration 14Q: 3 clusters Score -8841834 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8842271.000000 Penalty: 5341.325195
	Iteration 15Q: 3 clusters Score -8842271 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -8842650.000000 Penalty: 5341.325195
	Iteration 16Q: 3 clusters Score -8842650 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8842992.000000 Penalty: 5341.325195
	Iteration 17Q: 3 clusters Score -8842992 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -8843297.000000 Penalty: 5341.325195
	Iteration 18Q: 3 clusters Score -8843297 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -8843690.000000 Penalty: 5341.325195
	Iteration 19Q: 3 clusters Score -8843690 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -8844006.000000 Penalty: 5341.325195
	Iteration 20F: 3 clusters Score -8844006 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -8844314.000000 Penalty: 5341.325195
	Iteration 21Q: 3 clusters Score -8844314 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -8844591.000000 Penalty: 5341.325195
	Iteration 22Q: 3 clusters Score -8844591 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -8844866.000000 Penalty: 5341.325195
	Iteration 23Q: 3 clusters Score -8844866 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -8845080.000000 Penalty: 5341.325195
	Iteration 24Q: 3 clusters Score -8845080 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -8845281.000000 Penalty: 5341.325195
	Iteration 25Q: 3 clusters Score -8845281 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -8845462.000000 Penalty: 5341.325195
	Iteration 26Q: 3 clusters Score -8845462 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8845669.000000 Penalty: 5341.325195
	Iteration 27Q: 3 clusters Score -8845669 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -8845783.000000 Penalty: 5341.325195
	Iteration 28Q: 3 clusters Score -8845783 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -8845878.000000 Penalty: 5341.325195
	Iteration 29Q: 3 clusters Score -8845878 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -8845993.000000 Penalty: 5341.325195
	Iteration 30Q: 3 clusters Score -8845993 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8846054.000000 Penalty: 5341.325195
	Iteration 31Q: 3 clusters Score -8846054 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8846157.000000 Penalty: 5341.325195
	Iteration 32Q: 3 clusters Score -8846157 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8846261.000000 Penalty: 5341.325195
	Iteration 33Q: 3 clusters Score -8846261 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -8846327.000000 Penalty: 5341.325195
	Iteration 34Q: 3 clusters Score -8846327 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8846430.000000 Penalty: 5341.325195
	Iteration 35Q: 3 clusters Score -8846430 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8846486.000000 Penalty: 5341.325195
	Iteration 36Q: 3 clusters Score -8846486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8846569.000000 Penalty: 5341.325195
	Iteration 37Q: 3 clusters Score -8846569 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8846575.000000 Penalty: 5341.325195
	Iteration 38Q: 3 clusters Score -8846575 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8846643.000000 Penalty: 5341.325195
	Iteration 39Q: 3 clusters Score -8846643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8846692.000000 Penalty: 5341.325195
	Iteration 40F: 3 clusters Score -8846692 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8846726.000000 Penalty: 5341.325195
	Iteration 41Q: 3 clusters Score -8846726 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8846786.000000 Penalty: 5341.325195
	Iteration 42Q: 3 clusters Score -8846786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8846826.000000 Penalty: 5341.325195
	Iteration 43Q: 3 clusters Score -8846826 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -8846858.000000 Penalty: 5341.325195
	Iteration 44Q: 3 clusters Score -8846858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -8846895.000000 Penalty: 5341.325195
	Iteration 45Q: 3 clusters Score -8846895 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -8846934.000000 Penalty: 5341.325195
	Iteration 46Q: 3 clusters Score -8846934 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -8846936.000000 Penalty: 5341.325195
	Iteration 47Q: 3 clusters Score -8846936 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -8846956.000000 Penalty: 5341.325195
	Iteration 48Q: 3 clusters Score -8846956 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8846966.000000 Penalty: 5341.325195
	Iteration 49Q: 3 clusters Score -8846966 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8846992.000000 Penalty: 5341.325195
	Iteration 50Q: 3 clusters Score -8846992 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8847013.000000 Penalty: 5341.325195
	Iteration 51Q: 3 clusters Score -8847013 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -8847073.000000 Penalty: 5341.325195
	Iteration 52Q: 3 clusters Score -8847073 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -8847072.000000 Penalty: 5341.325195
	Iteration 53Q: 3 clusters Score -8847072 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -8847081.000000 Penalty: 5341.325195
	Iteration 54Q: 3 clusters Score -8847081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8847120.000000 Penalty: 5341.325195
	Iteration 55Q: 3 clusters Score -8847120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8847130.000000 Penalty: 5341.325195
	Iteration 56Q: 3 clusters Score -8847130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8847136.000000 Penalty: 5341.325195
	Iteration 57Q: 3 clusters Score -8847136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8847146.000000 Penalty: 5341.325195
	Iteration 58Q: 3 clusters Score -8847146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8847143.000000 Penalty: 5341.325195
	Iteration 59Q: 3 clusters Score -8847143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8847157.000000 Penalty: 5341.325195
	Iteration 60F: 3 clusters Score -8847157 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8847159.000000 Penalty: 5341.325195
	Iteration 61Q: 3 clusters Score -8847159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8847167.000000 Penalty: 5341.325195
	Iteration 62Q: 3 clusters Score -8847167 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8847182.000000 Penalty: 5341.325195
	Iteration 63Q: 3 clusters Score -8847182 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8847177.000000 Penalty: 5341.325195
	Iteration 64Q: 3 clusters Score -8847177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8847186.000000 Penalty: 5341.325195
	Iteration 65Q: 3 clusters Score -8847186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8847217.000000 Penalty: 5341.325195
	Iteration 66Q: 3 clusters Score -8847217 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -8847221.000000 Penalty: 5341.325195
	Iteration 67Q: 3 clusters Score -8847221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8847209.000000 Penalty: 5341.325195
	Iteration 68Q: 3 clusters Score -8847209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8847199.000000 Penalty: 5341.325195
	Iteration 69Q: 3 clusters Score -8847199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8847205.000000 Penalty: 5341.325195
	Iteration 70Q: 3 clusters Score -8847205 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -8847221.000000 Penalty: 5341.325195
	Iteration 71Q: 3 clusters Score -8847221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8847215.000000 Penalty: 5341.325195
	Iteration 72Q: 3 clusters Score -8847215 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8847209.000000 Penalty: 5341.325195
	Iteration 73Q: 3 clusters Score -8847209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -8847220.000000 Penalty: 5341.325195
	Iteration 74Q: 3 clusters Score -8847220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8847218.000000 Penalty: 5341.325195
	Iteration 75Q: 3 clusters Score -8847218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -8847212.000000 Penalty: 5341.325195
	Iteration 76Q: 3 clusters Score -8847212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8847206.000000 Penalty: 5341.325195
	Iteration 77Q: 3 clusters Score -8847206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8847209.000000 Penalty: 5341.325195
	Iteration 78Q: 3 clusters Score -8847209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8847228.000000 Penalty: 5341.325195
	Iteration 79Q: 3 clusters Score -8847228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8847228.000000 Penalty: 5341.325195
	Iteration 80F: 3 clusters Score -8847228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8847238.000000 Penalty: 5341.325195
	Iteration 81Q: 3 clusters Score -8847238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8847230.000000 Penalty: 5341.325195
	Iteration 82Q: 3 clusters Score -8847230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8847231.000000 Penalty: 5341.325195
	Iteration 83Q: 3 clusters Score -8847231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8847230.000000 Penalty: 5341.325195
	Iteration 84Q: 3 clusters Score -8847230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8847232.000000 Penalty: 5341.325195
	Iteration 85Q: 3 clusters Score -8847232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8847245.000000 Penalty: 5341.325195
	Iteration 86Q: 3 clusters Score -8847245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8847253.000000 Penalty: 5341.325195
	Iteration 87Q: 3 clusters Score -8847253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8847241.000000 Penalty: 5341.325195
	Iteration 88Q: 3 clusters Score -8847241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8847257.000000 Penalty: 5341.325195
	Iteration 89Q: 3 clusters Score -8847257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8847258.000000 Penalty: 5341.325195
	Iteration 90Q: 3 clusters Score -8847258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8847247.000000 Penalty: 5341.325195
	Iteration 91Q: 3 clusters Score -8847247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8847249.000000 Penalty: 5341.325195
	Iteration 92Q: 3 clusters Score -8847249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8847247.000000 Penalty: 5341.325195
	Iteration 93Q: 3 clusters Score -8847247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8847250.000000 Penalty: 5341.325195
	Iteration 94Q: 3 clusters Score -8847250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8847253.000000 Penalty: 5341.325195
	Iteration 95Q: 3 clusters Score -8847253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8847254.000000 Penalty: 5341.325195
	Iteration 96Q: 3 clusters Score -8847254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8847254.000000 Penalty: 5341.325195
	Iteration 97F: 3 clusters Score -8847254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Entering Unmasked Estep 
Score: -9238593.000000 Penalty: 2679.183838
	Iteration 0F: 2 clusters Score -9238593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -9207590.000000 Penalty: 5358.367676
	Iteration 0F: 3 clusters Score -9207590 nChanged 22972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -9220644.000000 Penalty: 5358.367676
	Iteration 1F: 3 clusters Score -9220644 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -9221343.000000 Penalty: 5358.367676
	Iteration 2Q: 3 clusters Score -9221343 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -9222197.000000 Penalty: 5358.367676
	Iteration 3Q: 3 clusters Score -9222197 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -9223350.000000 Penalty: 5358.367676
	Iteration 4Q: 3 clusters Score -9223350 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9224928.000000 Penalty: 5358.367676
	Iteration 5F: 3 clusters Score -9224928 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -9227099.000000 Penalty: 5358.367676
	Iteration 6F: 3 clusters Score -9227099 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -9229808.000000 Penalty: 5358.367676
	Iteration 7F: 3 clusters Score -9229808 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -9232295.000000 Penalty: 5358.367676
	Iteration 8F: 3 clusters Score -9232295 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -9234108.000000 Penalty: 5358.367676
	Iteration 9Q: 3 clusters Score -9234108 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9235381.000000 Penalty: 5358.367676
	Iteration 10Q: 3 clusters Score -9235381 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -9236126.000000 Penalty: 5358.367676
	Iteration 11Q: 3 clusters Score -9236126 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9236450.000000 Penalty: 5358.367676
	Iteration 12Q: 3 clusters Score -9236450 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -9236537.000000 Penalty: 5358.367676
	Iteration 13Q: 3 clusters Score -9236537 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9236606.000000 Penalty: 5358.367676
	Iteration 14Q: 3 clusters Score -9236606 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9236651.000000 Penalty: 5358.367676
	Iteration 15Q: 3 clusters Score -9236651 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -9236645.000000 Penalty: 5358.367676
	Iteration 16Q: 3 clusters Score -9236645 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9236659.000000 Penalty: 5358.367676
	Iteration 17Q: 3 clusters Score -9236659 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9236666.000000 Penalty: 5358.367676
	Iteration 18Q: 3 clusters Score -9236666 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -9236674.000000 Penalty: 5358.367676
	Iteration 19Q: 3 clusters Score -9236674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9236667.000000 Penalty: 5358.367676
	Iteration 20F: 3 clusters Score -9236667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -9236679.000000 Penalty: 5358.367676
	Iteration 21Q: 3 clusters Score -9236679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -9236677.000000 Penalty: 5358.367676
	Iteration 22Q: 3 clusters Score -9236677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9236683.000000 Penalty: 5358.367676
	Iteration 23Q: 3 clusters Score -9236683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9236679.000000 Penalty: 5358.367676
	Iteration 24Q: 3 clusters Score -9236679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -9236700.000000 Penalty: 5358.367676
	Iteration 25Q: 3 clusters Score -9236700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9236696.000000 Penalty: 5358.367676
	Iteration 26Q: 3 clusters Score -9236696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9236700.000000 Penalty: 5358.367676
	Iteration 27Q: 3 clusters Score -9236700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -9236698.000000 Penalty: 5358.367676
	Iteration 28Q: 3 clusters Score -9236698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9236706.000000 Penalty: 5358.367676
	Iteration 29Q: 3 clusters Score -9236706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9236709.000000 Penalty: 5358.367676
	Iteration 30Q: 3 clusters Score -9236709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9236716.000000 Penalty: 5358.367676
	Iteration 31Q: 3 clusters Score -9236716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48708 members 
Entering Unmasked Estep 
Score: -9236715.000000 Penalty: 5358.367676
	Iteration 32Q: 3 clusters Score -9236715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9236717.000000 Penalty: 5358.367676
	Iteration 33Q: 3 clusters Score -9236717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9236715.000000 Penalty: 5358.367676
	Iteration 34Q: 3 clusters Score -9236715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9236711.000000 Penalty: 5358.367676
	Iteration 35Q: 3 clusters Score -9236711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9236711.000000 Penalty: 5358.367676
	Iteration 36Q: 3 clusters Score -9236711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -9236706.000000 Penalty: 5358.367676
	Iteration 37Q: 3 clusters Score -9236706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9236717.000000 Penalty: 5358.367676
	Iteration 38Q: 3 clusters Score -9236717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9236717.000000 Penalty: 5358.367676
	Iteration 39F: 3 clusters Score -9236717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Entering Unmasked Estep 
Score: -1564621.625000 Penalty: 2242.220459
	Iteration 0F: 2 clusters Score -1564622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1557900.250000 Penalty: 4484.440918
	Iteration 0F: 3 clusters Score -1557900 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1559824.750000 Penalty: 4484.440918
	Iteration 1F: 3 clusters Score -1559825 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1560185.125000 Penalty: 4484.440918
	Iteration 2F: 3 clusters Score -1560185 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1560472.750000 Penalty: 4484.440918
	Iteration 3F: 3 clusters Score -1560473 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1560737.875000 Penalty: 4484.440918
	Iteration 4F: 3 clusters Score -1560738 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1561016.500000 Penalty: 4484.440918
	Iteration 5Q: 3 clusters Score -1561016 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1561318.500000 Penalty: 4484.440918
	Iteration 6F: 3 clusters Score -1561318 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1561616.875000 Penalty: 4484.440918
	Iteration 7Q: 3 clusters Score -1561617 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1561911.250000 Penalty: 4484.440918
	Iteration 8Q: 3 clusters Score -1561911 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1562162.875000 Penalty: 4484.440918
	Iteration 9Q: 3 clusters Score -1562163 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1562336.000000 Penalty: 4484.440918
	Iteration 10Q: 3 clusters Score -1562336 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1562439.500000 Penalty: 4484.440918
	Iteration 11Q: 3 clusters Score -1562440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1562527.875000 Penalty: 4484.440918
	Iteration 12Q: 3 clusters Score -1562528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1562588.625000 Penalty: 4484.440918
	Iteration 13Q: 3 clusters Score -1562589 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1562636.125000 Penalty: 4484.440918
	Iteration 14Q: 3 clusters Score -1562636 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1562670.875000 Penalty: 4484.440918
	Iteration 15Q: 3 clusters Score -1562671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1562688.875000 Penalty: 4484.440918
	Iteration 16Q: 3 clusters Score -1562689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1562697.375000 Penalty: 4484.440918
	Iteration 17Q: 3 clusters Score -1562697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1562716.625000 Penalty: 4484.440918
	Iteration 18Q: 3 clusters Score -1562717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1562729.750000 Penalty: 4484.440918
	Iteration 19Q: 3 clusters Score -1562730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1562742.125000 Penalty: 4484.440918
	Iteration 20F: 3 clusters Score -1562742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1562756.125000 Penalty: 4484.440918
	Iteration 21Q: 3 clusters Score -1562756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1562765.375000 Penalty: 4484.440918
	Iteration 22Q: 3 clusters Score -1562765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1562773.875000 Penalty: 4484.440918
	Iteration 23Q: 3 clusters Score -1562774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1562781.125000 Penalty: 4484.440918
	Iteration 24Q: 3 clusters Score -1562781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1562782.250000 Penalty: 4484.440918
	Iteration 25Q: 3 clusters Score -1562782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1562784.375000 Penalty: 4484.440918
	Iteration 26Q: 3 clusters Score -1562784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1562791.375000 Penalty: 4484.440918
	Iteration 27Q: 3 clusters Score -1562791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1562799.500000 Penalty: 4484.440918
	Iteration 28Q: 3 clusters Score -1562800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1562804.375000 Penalty: 4484.440918
	Iteration 29Q: 3 clusters Score -1562804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1562809.875000 Penalty: 4484.440918
	Iteration 30Q: 3 clusters Score -1562810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1562812.500000 Penalty: 4484.440918
	Iteration 31Q: 3 clusters Score -1562812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1562813.125000 Penalty: 4484.440918
	Iteration 32Q: 3 clusters Score -1562813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1562815.375000 Penalty: 4484.440918
	Iteration 33Q: 3 clusters Score -1562815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1562815.250000 Penalty: 4484.440918
	Iteration 34Q: 3 clusters Score -1562815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1562816.875000 Penalty: 4484.440918
	Iteration 35Q: 3 clusters Score -1562817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1562819.375000 Penalty: 4484.440918
	Iteration 36Q: 3 clusters Score -1562819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1562819.375000 Penalty: 4484.440918
	Iteration 37F: 3 clusters Score -1562819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -197141.218750 Penalty: 1761.827759
	Iteration 0F: 2 clusters Score -197141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195111.968750 Penalty: 3523.655518
	Iteration 0F: 3 clusters Score -195112 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195608.937500 Penalty: 3523.655518
	Iteration 1F: 3 clusters Score -195608.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -195790.906250 Penalty: 3523.655518
	Iteration 2F: 3 clusters Score -195790.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195916.078125 Penalty: 3523.655518
	Iteration 3F: 3 clusters Score -195916.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -196057.921875 Penalty: 3523.655518
	Iteration 4Q: 3 clusters Score -196057.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196206.875000 Penalty: 3523.655518
	Iteration 5Q: 3 clusters Score -196206.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -196333.750000 Penalty: 3523.655518
	Iteration 6Q: 3 clusters Score -196333.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -196398.843750 Penalty: 3523.655518
	Iteration 7Q: 3 clusters Score -196398.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -196436.562500 Penalty: 3523.655518
	Iteration 8Q: 3 clusters Score -196436.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -196454.828125 Penalty: 3523.655518
	Iteration 9Q: 3 clusters Score -196454.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -196468.656250 Penalty: 3523.655518
	Iteration 10Q: 3 clusters Score -196468.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -196483.468750 Penalty: 3523.655518
	Iteration 11Q: 3 clusters Score -196483.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196507.953125 Penalty: 3523.655518
	Iteration 12Q: 3 clusters Score -196508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196536.734375 Penalty: 3523.655518
	Iteration 13Q: 3 clusters Score -196536.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -196582.578125 Penalty: 3523.655518
	Iteration 14Q: 3 clusters Score -196582.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -196634.562500 Penalty: 3523.655518
	Iteration 15Q: 3 clusters Score -196634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196697.312500 Penalty: 3523.655518
	Iteration 16Q: 3 clusters Score -196697.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -196773.375000 Penalty: 3523.655518
	Iteration 17Q: 3 clusters Score -196773.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -196875.796875 Penalty: 3523.655518
	Iteration 18Q: 3 clusters Score -196875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -196962.968750 Penalty: 3523.655518
	Iteration 19Q: 3 clusters Score -196963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -196990.140625 Penalty: 3523.655518
	Iteration 20F: 3 clusters Score -196990.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -197025.531250 Penalty: 3523.655518
	Iteration 21Q: 3 clusters Score -197025.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -197068.812500 Penalty: 3523.655518
	Iteration 22Q: 3 clusters Score -197068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -197104.546875 Penalty: 3523.655518
	Iteration 23Q: 3 clusters Score -197104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -197121.343750 Penalty: 3523.655518
	Iteration 24Q: 3 clusters Score -197121.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -197139.453125 Penalty: 3523.655518
	Iteration 25Q: 3 clusters Score -197139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -197158.250000 Penalty: 3523.655518
	Iteration 26Q: 3 clusters Score -197158.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -197173.984375 Penalty: 3523.655518
	Iteration 27Q: 3 clusters Score -197174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -197195.687500 Penalty: 3523.655518
	Iteration 28Q: 3 clusters Score -197195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -197209.093750 Penalty: 3523.655518
	Iteration 29Q: 3 clusters Score -197209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -197211.750000 Penalty: 3523.655518
	Iteration 30Q: 3 clusters Score -197211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -197211.750000 Penalty: 3523.655518
	Iteration 31F: 3 clusters Score -197211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 847 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 48745 members 
Mstep: Class 29 contains 370 members 
Entering Unmasked Estep 
Score: -137106000.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137106128.000000 to -137106000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Entering Unmasked Estep 
Score: -8393544.000000 Penalty: 2656.624023
	Iteration 0F: 2 clusters Score -8393544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8364345.500000 Penalty: 5313.248047
	Iteration 0F: 3 clusters Score -8364346 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8375788.500000 Penalty: 5313.248047
	Iteration 1F: 3 clusters Score -8375788 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -8376493.000000 Penalty: 5313.248047
	Iteration 2Q: 3 clusters Score -8376493 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8377317.000000 Penalty: 5313.248047
	Iteration 3Q: 3 clusters Score -8377317 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -8378427.000000 Penalty: 5313.248047
	Iteration 4Q: 3 clusters Score -8378427 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8379823.000000 Penalty: 5313.248047
	Iteration 5Q: 3 clusters Score -8379823 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -8381552.500000 Penalty: 5313.248047
	Iteration 6F: 3 clusters Score -8381552 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -8383351.000000 Penalty: 5313.248047
	Iteration 7F: 3 clusters Score -8383351 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -8385082.500000 Penalty: 5313.248047
	Iteration 8F: 3 clusters Score -8385082 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8386535.500000 Penalty: 5313.248047
	Iteration 9Q: 3 clusters Score -8386536 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -8387594.000000 Penalty: 5313.248047
	Iteration 10Q: 3 clusters Score -8387594 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -8388428.500000 Penalty: 5313.248047
	Iteration 11Q: 3 clusters Score -8388428 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -8389046.000000 Penalty: 5313.248047
	Iteration 12Q: 3 clusters Score -8389046 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -8389528.000000 Penalty: 5313.248047
	Iteration 13Q: 3 clusters Score -8389528 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -8389927.000000 Penalty: 5313.248047
	Iteration 14Q: 3 clusters Score -8389927 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -8390259.000000 Penalty: 5313.248047
	Iteration 15Q: 3 clusters Score -8390259 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -8390472.000000 Penalty: 5313.248047
	Iteration 16Q: 3 clusters Score -8390472 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -8390711.000000 Penalty: 5313.248047
	Iteration 17Q: 3 clusters Score -8390711 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8390892.000000 Penalty: 5313.248047
	Iteration 18Q: 3 clusters Score -8390892 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -8391052.000000 Penalty: 5313.248047
	Iteration 19Q: 3 clusters Score -8391052 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -8391177.000000 Penalty: 5313.248047
	Iteration 20F: 3 clusters Score -8391177 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8391246.000000 Penalty: 5313.248047
	Iteration 21Q: 3 clusters Score -8391246 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8391317.000000 Penalty: 5313.248047
	Iteration 22Q: 3 clusters Score -8391317 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -8391351.000000 Penalty: 5313.248047
	Iteration 23Q: 3 clusters Score -8391351 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -8391372.000000 Penalty: 5313.248047
	Iteration 24Q: 3 clusters Score -8391372 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -8391423.000000 Penalty: 5313.248047
	Iteration 25Q: 3 clusters Score -8391423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -8391460.000000 Penalty: 5313.248047
	Iteration 26Q: 3 clusters Score -8391460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -8391473.000000 Penalty: 5313.248047
	Iteration 27Q: 3 clusters Score -8391473 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8391487.000000 Penalty: 5313.248047
	Iteration 28Q: 3 clusters Score -8391487 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -8391497.000000 Penalty: 5313.248047
	Iteration 29Q: 3 clusters Score -8391497 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -8391501.000000 Penalty: 5313.248047
	Iteration 30Q: 3 clusters Score -8391501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -8391504.000000 Penalty: 5313.248047
	Iteration 31Q: 3 clusters Score -8391504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8391505.000000 Penalty: 5313.248047
	Iteration 32Q: 3 clusters Score -8391505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -8391523.000000 Penalty: 5313.248047
	Iteration 33Q: 3 clusters Score -8391523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -8391529.000000 Penalty: 5313.248047
	Iteration 34Q: 3 clusters Score -8391529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -8391521.000000 Penalty: 5313.248047
	Iteration 35Q: 3 clusters Score -8391521 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8391538.000000 Penalty: 5313.248047
	Iteration 36Q: 3 clusters Score -8391538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -8391538.000000 Penalty: 5313.248047
	Iteration 37Q: 3 clusters Score -8391538 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -8391537.000000 Penalty: 5313.248047
	Iteration 38Q: 3 clusters Score -8391537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8391547.000000 Penalty: 5313.248047
	Iteration 39Q: 3 clusters Score -8391547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8391546.000000 Penalty: 5313.248047
	Iteration 40F: 3 clusters Score -8391546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8391532.000000 Penalty: 5313.248047
	Iteration 41Q: 3 clusters Score -8391532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -8391533.000000 Penalty: 5313.248047
	Iteration 42Q: 3 clusters Score -8391533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -8391544.000000 Penalty: 5313.248047
	Iteration 43Q: 3 clusters Score -8391544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8391540.000000 Penalty: 5313.248047
	Iteration 44Q: 3 clusters Score -8391540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -8391532.000000 Penalty: 5313.248047
	Iteration 45Q: 3 clusters Score -8391532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -8391533.000000 Penalty: 5313.248047
	Iteration 46Q: 3 clusters Score -8391533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8391533.000000 Penalty: 5313.248047
	Iteration 47Q: 3 clusters Score -8391533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -8391535.000000 Penalty: 5313.248047
	Iteration 48Q: 3 clusters Score -8391535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -8391541.000000 Penalty: 5313.248047
	Iteration 49Q: 3 clusters Score -8391541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -8391539.000000 Penalty: 5313.248047
	Iteration 50Q: 3 clusters Score -8391539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8391539.000000 Penalty: 5313.248047
	Iteration 51Q: 3 clusters Score -8391539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8391536.000000 Penalty: 5313.248047
	Iteration 52Q: 3 clusters Score -8391536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -8391540.000000 Penalty: 5313.248047
	Iteration 53Q: 3 clusters Score -8391540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8391549.000000 Penalty: 5313.248047
	Iteration 54Q: 3 clusters Score -8391549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8391543.000000 Penalty: 5313.248047
	Iteration 55Q: 3 clusters Score -8391543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -8391550.000000 Penalty: 5313.248047
	Iteration 56Q: 3 clusters Score -8391550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -8391544.000000 Penalty: 5313.248047
	Iteration 57Q: 3 clusters Score -8391544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8391542.000000 Penalty: 5313.248047
	Iteration 58Q: 3 clusters Score -8391542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -8391544.000000 Penalty: 5313.248047
	Iteration 59Q: 3 clusters Score -8391544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -8391540.000000 Penalty: 5313.248047
	Iteration 60F: 3 clusters Score -8391540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -8391540.000000 Penalty: 5313.248047
	Iteration 61Q: 3 clusters Score -8391540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 5313.248047
	Iteration 62Q: 3 clusters Score -8391552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -8391556.000000 Penalty: 5313.248047
	Iteration 63Q: 3 clusters Score -8391556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8391558.000000 Penalty: 5313.248047
	Iteration 64Q: 3 clusters Score -8391558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -8391554.000000 Penalty: 5313.248047
	Iteration 65Q: 3 clusters Score -8391554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -8391554.000000 Penalty: 5313.248047
	Iteration 66Q: 3 clusters Score -8391554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8391556.000000 Penalty: 5313.248047
	Iteration 67Q: 3 clusters Score -8391556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -8391556.000000 Penalty: 5313.248047
	Iteration 68Q: 3 clusters Score -8391556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8391550.000000 Penalty: 5313.248047
	Iteration 69Q: 3 clusters Score -8391550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -8391551.000000 Penalty: 5313.248047
	Iteration 70Q: 3 clusters Score -8391551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 5313.248047
	Iteration 71Q: 3 clusters Score -8391552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8391544.000000 Penalty: 5313.248047
	Iteration 72Q: 3 clusters Score -8391544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8391545.000000 Penalty: 5313.248047
	Iteration 73Q: 3 clusters Score -8391545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -8391545.000000 Penalty: 5313.248047
	Iteration 74Q: 3 clusters Score -8391545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -8391542.000000 Penalty: 5313.248047
	Iteration 75Q: 3 clusters Score -8391542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -8391548.000000 Penalty: 5313.248047
	Iteration 76Q: 3 clusters Score -8391548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -8391550.000000 Penalty: 5313.248047
	Iteration 77Q: 3 clusters Score -8391550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -8391543.000000 Penalty: 5313.248047
	Iteration 78Q: 3 clusters Score -8391543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -8391543.000000 Penalty: 5313.248047
	Iteration 79Q: 3 clusters Score -8391543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8391544.000000 Penalty: 5313.248047
	Iteration 80F: 3 clusters Score -8391544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -8391539.000000 Penalty: 5313.248047
	Iteration 81Q: 3 clusters Score -8391539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -8391547.000000 Penalty: 5313.248047
	Iteration 82Q: 3 clusters Score -8391547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -8391545.000000 Penalty: 5313.248047
	Iteration 83Q: 3 clusters Score -8391545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -8391545.000000 Penalty: 5313.248047
	Iteration 84Q: 3 clusters Score -8391545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8391550.000000 Penalty: 5313.248047
	Iteration 85Q: 3 clusters Score -8391550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -8391554.000000 Penalty: 5313.248047
	Iteration 86Q: 3 clusters Score -8391554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -8391550.000000 Penalty: 5313.248047
	Iteration 87Q: 3 clusters Score -8391550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8391551.000000 Penalty: 5313.248047
	Iteration 88Q: 3 clusters Score -8391551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8391553.000000 Penalty: 5313.248047
	Iteration 89Q: 3 clusters Score -8391553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 5313.248047
	Iteration 90Q: 3 clusters Score -8391552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 5313.248047
	Iteration 91Q: 3 clusters Score -8391552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8391554.000000 Penalty: 5313.248047
	Iteration 92Q: 3 clusters Score -8391554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -8391549.000000 Penalty: 5313.248047
	Iteration 93Q: 3 clusters Score -8391549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -8391561.000000 Penalty: 5313.248047
	Iteration 94Q: 3 clusters Score -8391561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8391553.000000 Penalty: 5313.248047
	Iteration 95Q: 3 clusters Score -8391553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8391561.000000 Penalty: 5313.248047
	Iteration 96Q: 3 clusters Score -8391561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -8391559.000000 Penalty: 5313.248047
	Iteration 97Q: 3 clusters Score -8391559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8391549.000000 Penalty: 5313.248047
	Iteration 98Q: 3 clusters Score -8391549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -8391546.000000 Penalty: 5313.248047
	Iteration 99Q: 3 clusters Score -8391546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8391552.000000 Penalty: 5313.248047
	Iteration 100F: 3 clusters Score -8391552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8391556.000000 Penalty: 5313.248047
	Iteration 101Q: 3 clusters Score -8391556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -8391556.000000 Penalty: 5313.248047
	Iteration 102F: 3 clusters Score -8391556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Entering Unmasked Estep 
Score: -1673976.500000 Penalty: 2266.460205
	Iteration 0F: 2 clusters Score -1673976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1666736.875000 Penalty: 4532.920410
	Iteration 0F: 3 clusters Score -1666737 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1668686.375000 Penalty: 4532.920410
	Iteration 1F: 3 clusters Score -1668686 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1668958.625000 Penalty: 4532.920410
	Iteration 2F: 3 clusters Score -1668959 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1669136.375000 Penalty: 4532.920410
	Iteration 3Q: 3 clusters Score -1669136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1669272.000000 Penalty: 4532.920410
	Iteration 4Q: 3 clusters Score -1669272 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1669382.500000 Penalty: 4532.920410
	Iteration 5Q: 3 clusters Score -1669382 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1669495.625000 Penalty: 4532.920410
	Iteration 6Q: 3 clusters Score -1669496 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1669599.875000 Penalty: 4532.920410
	Iteration 7Q: 3 clusters Score -1669600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1669715.375000 Penalty: 4532.920410
	Iteration 8Q: 3 clusters Score -1669715 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1669843.250000 Penalty: 4532.920410
	Iteration 9Q: 3 clusters Score -1669843 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1670006.750000 Penalty: 4532.920410
	Iteration 10Q: 3 clusters Score -1670007 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1670197.250000 Penalty: 4532.920410
	Iteration 11Q: 3 clusters Score -1670197 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1670414.375000 Penalty: 4532.920410
	Iteration 12Q: 3 clusters Score -1670414 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1670657.000000 Penalty: 4532.920410
	Iteration 13Q: 3 clusters Score -1670657 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1670916.250000 Penalty: 4532.920410
	Iteration 14Q: 3 clusters Score -1670916 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1671191.375000 Penalty: 4532.920410
	Iteration 15Q: 3 clusters Score -1671191 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1671425.875000 Penalty: 4532.920410
	Iteration 16Q: 3 clusters Score -1671426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1671596.125000 Penalty: 4532.920410
	Iteration 17Q: 3 clusters Score -1671596 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1671719.750000 Penalty: 4532.920410
	Iteration 18Q: 3 clusters Score -1671720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1671822.125000 Penalty: 4532.920410
	Iteration 19Q: 3 clusters Score -1671822 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1671903.875000 Penalty: 4532.920410
	Iteration 20F: 3 clusters Score -1671904 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1671954.250000 Penalty: 4532.920410
	Iteration 21Q: 3 clusters Score -1671954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1671988.625000 Penalty: 4532.920410
	Iteration 22Q: 3 clusters Score -1671989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1672021.625000 Penalty: 4532.920410
	Iteration 23Q: 3 clusters Score -1672022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1672045.125000 Penalty: 4532.920410
	Iteration 24Q: 3 clusters Score -1672045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1672062.875000 Penalty: 4532.920410
	Iteration 25Q: 3 clusters Score -1672063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1672078.625000 Penalty: 4532.920410
	Iteration 26Q: 3 clusters Score -1672079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1672093.125000 Penalty: 4532.920410
	Iteration 27Q: 3 clusters Score -1672093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1672097.875000 Penalty: 4532.920410
	Iteration 28Q: 3 clusters Score -1672098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1672100.125000 Penalty: 4532.920410
	Iteration 29Q: 3 clusters Score -1672100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1672101.500000 Penalty: 4532.920410
	Iteration 30Q: 3 clusters Score -1672102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1672104.375000 Penalty: 4532.920410
	Iteration 31Q: 3 clusters Score -1672104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1672104.875000 Penalty: 4532.920410
	Iteration 32Q: 3 clusters Score -1672105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1672105.250000 Penalty: 4532.920410
	Iteration 33Q: 3 clusters Score -1672105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1672105.625000 Penalty: 4532.920410
	Iteration 34Q: 3 clusters Score -1672106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1672105.625000 Penalty: 4532.920410
	Iteration 35F: 3 clusters Score -1672106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -98140.523438 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -98140.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96580.843750 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96580.84 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96750.640625 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96750.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96804.039062 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -96804.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96832.437500 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -96832.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96855.906250 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -96855.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96872.218750 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -96872.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96879.851562 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -96879.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96886.937500 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -96886.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96891.562500 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -96891.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96891.562500 Penalty: 3135.992188
	Iteration 9F: 3 clusters Score -96891.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Entering Unmasked Estep 
Score: -8174978.000000 Penalty: 2651.776855
	Iteration 0F: 2 clusters Score -8174978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -8145525.000000 Penalty: 5303.553711
	Iteration 0F: 3 clusters Score -8145525 nChanged 20126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8157064.500000 Penalty: 5303.553711
	Iteration 1F: 3 clusters Score -8157064 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8157840.500000 Penalty: 5303.553711
	Iteration 2Q: 3 clusters Score -8157840 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8158684.000000 Penalty: 5303.553711
	Iteration 3Q: 3 clusters Score -8158684 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -8159667.500000 Penalty: 5303.553711
	Iteration 4Q: 3 clusters Score -8159668 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -8160774.500000 Penalty: 5303.553711
	Iteration 5Q: 3 clusters Score -8160774 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -8161941.000000 Penalty: 5303.553711
	Iteration 6Q: 3 clusters Score -8161941 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -8163229.000000 Penalty: 5303.553711
	Iteration 7Q: 3 clusters Score -8163229 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -8164518.500000 Penalty: 5303.553711
	Iteration 8Q: 3 clusters Score -8164518 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -8165623.500000 Penalty: 5303.553711
	Iteration 9Q: 3 clusters Score -8165624 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -8166568.500000 Penalty: 5303.553711
	Iteration 10Q: 3 clusters Score -8166568 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -8167273.500000 Penalty: 5303.553711
	Iteration 11Q: 3 clusters Score -8167274 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -8167889.500000 Penalty: 5303.553711
	Iteration 12Q: 3 clusters Score -8167890 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -8168280.000000 Penalty: 5303.553711
	Iteration 13Q: 3 clusters Score -8168280 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8168611.000000 Penalty: 5303.553711
	Iteration 14Q: 3 clusters Score -8168611 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -8168883.500000 Penalty: 5303.553711
	Iteration 15Q: 3 clusters Score -8168884 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -8169142.500000 Penalty: 5303.553711
	Iteration 16Q: 3 clusters Score -8169142 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -8169417.500000 Penalty: 5303.553711
	Iteration 17Q: 3 clusters Score -8169418 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -8169723.500000 Penalty: 5303.553711
	Iteration 18Q: 3 clusters Score -8169724 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8169982.500000 Penalty: 5303.553711
	Iteration 19Q: 3 clusters Score -8169982 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -8170237.500000 Penalty: 5303.553711
	Iteration 20F: 3 clusters Score -8170238 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -8170527.000000 Penalty: 5303.553711
	Iteration 21Q: 3 clusters Score -8170527 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -8170762.500000 Penalty: 5303.553711
	Iteration 22Q: 3 clusters Score -8170762 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -8171043.000000 Penalty: 5303.553711
	Iteration 23Q: 3 clusters Score -8171043 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8171340.000000 Penalty: 5303.553711
	Iteration 24Q: 3 clusters Score -8171340 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -8171646.500000 Penalty: 5303.553711
	Iteration 25Q: 3 clusters Score -8171646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -8171871.000000 Penalty: 5303.553711
	Iteration 26Q: 3 clusters Score -8171871 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -8172076.000000 Penalty: 5303.553711
	Iteration 27Q: 3 clusters Score -8172076 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8172253.500000 Penalty: 5303.553711
	Iteration 28Q: 3 clusters Score -8172254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8172374.500000 Penalty: 5303.553711
	Iteration 29Q: 3 clusters Score -8172374 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8172472.000000 Penalty: 5303.553711
	Iteration 30Q: 3 clusters Score -8172472 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8172554.000000 Penalty: 5303.553711
	Iteration 31Q: 3 clusters Score -8172554 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8172587.500000 Penalty: 5303.553711
	Iteration 32Q: 3 clusters Score -8172588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8172634.000000 Penalty: 5303.553711
	Iteration 33Q: 3 clusters Score -8172634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8172675.500000 Penalty: 5303.553711
	Iteration 34Q: 3 clusters Score -8172676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8172715.000000 Penalty: 5303.553711
	Iteration 35Q: 3 clusters Score -8172715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8172757.500000 Penalty: 5303.553711
	Iteration 36Q: 3 clusters Score -8172758 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8172778.000000 Penalty: 5303.553711
	Iteration 37Q: 3 clusters Score -8172778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -8172803.500000 Penalty: 5303.553711
	Iteration 38Q: 3 clusters Score -8172804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8172825.000000 Penalty: 5303.553711
	Iteration 39Q: 3 clusters Score -8172825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -8172837.000000 Penalty: 5303.553711
	Iteration 40F: 3 clusters Score -8172837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8172845.500000 Penalty: 5303.553711
	Iteration 41Q: 3 clusters Score -8172846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8172845.500000 Penalty: 5303.553711
	Iteration 42Q: 3 clusters Score -8172846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8172856.000000 Penalty: 5303.553711
	Iteration 43Q: 3 clusters Score -8172856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8172860.500000 Penalty: 5303.553711
	Iteration 44Q: 3 clusters Score -8172860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8172860.000000 Penalty: 5303.553711
	Iteration 45Q: 3 clusters Score -8172860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8172873.000000 Penalty: 5303.553711
	Iteration 46Q: 3 clusters Score -8172873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8172877.500000 Penalty: 5303.553711
	Iteration 47Q: 3 clusters Score -8172878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8172866.500000 Penalty: 5303.553711
	Iteration 48Q: 3 clusters Score -8172866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8172871.000000 Penalty: 5303.553711
	Iteration 49Q: 3 clusters Score -8172871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8172875.500000 Penalty: 5303.553711
	Iteration 50Q: 3 clusters Score -8172876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8172874.000000 Penalty: 5303.553711
	Iteration 51Q: 3 clusters Score -8172874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8172873.500000 Penalty: 5303.553711
	Iteration 52Q: 3 clusters Score -8172874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8172873.500000 Penalty: 5303.553711
	Iteration 53F: 3 clusters Score -8172874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Entering Unmasked Estep 
Score: -5596953.500000 Penalty: 2555.750732
	Iteration 0F: 2 clusters Score -5596954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -5576561.500000 Penalty: 5111.501465
	Iteration 0F: 3 clusters Score -5576562 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -5583665.500000 Penalty: 5111.501465
	Iteration 1F: 3 clusters Score -5583666 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5584061.000000 Penalty: 5111.501465
	Iteration 2Q: 3 clusters Score -5584061 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5584396.000000 Penalty: 5111.501465
	Iteration 3Q: 3 clusters Score -5584396 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -5584680.000000 Penalty: 5111.501465
	Iteration 4Q: 3 clusters Score -5584680 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -5584998.000000 Penalty: 5111.501465
	Iteration 5Q: 3 clusters Score -5584998 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -5585370.000000 Penalty: 5111.501465
	Iteration 6Q: 3 clusters Score -5585370 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -5586003.500000 Penalty: 5111.501465
	Iteration 7Q: 3 clusters Score -5586004 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5586878.000000 Penalty: 5111.501465
	Iteration 8F: 3 clusters Score -5586878 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -5588212.000000 Penalty: 5111.501465
	Iteration 9F: 3 clusters Score -5588212 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5590061.000000 Penalty: 5111.501465
	Iteration 10F: 3 clusters Score -5590061 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -5591912.500000 Penalty: 5111.501465
	Iteration 11F: 3 clusters Score -5591912 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5593321.500000 Penalty: 5111.501465
	Iteration 12F: 3 clusters Score -5593322 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -5594073.500000 Penalty: 5111.501465
	Iteration 13Q: 3 clusters Score -5594074 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -5594454.500000 Penalty: 5111.501465
	Iteration 14Q: 3 clusters Score -5594454 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -5594636.000000 Penalty: 5111.501465
	Iteration 15Q: 3 clusters Score -5594636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -5594746.000000 Penalty: 5111.501465
	Iteration 16Q: 3 clusters Score -5594746 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5594809.000000 Penalty: 5111.501465
	Iteration 17Q: 3 clusters Score -5594809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5594840.500000 Penalty: 5111.501465
	Iteration 18Q: 3 clusters Score -5594840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -5594866.500000 Penalty: 5111.501465
	Iteration 19Q: 3 clusters Score -5594866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5594891.000000 Penalty: 5111.501465
	Iteration 20F: 3 clusters Score -5594891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5594891.000000 Penalty: 5111.501465
	Iteration 21Q: 3 clusters Score -5594891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -5594896.000000 Penalty: 5111.501465
	Iteration 22Q: 3 clusters Score -5594896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5594892.000000 Penalty: 5111.501465
	Iteration 23Q: 3 clusters Score -5594892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5594892.000000 Penalty: 5111.501465
	Iteration 24F: 3 clusters Score -5594892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Entering Unmasked Estep 
Score: -8715348.000000 Penalty: 2662.086670
	Iteration 0F: 2 clusters Score -8715348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8686341.000000 Penalty: 5324.173340
	Iteration 0F: 3 clusters Score -8686341 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8697920.000000 Penalty: 5324.173340
	Iteration 1F: 3 clusters Score -8697920 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -8698628.000000 Penalty: 5324.173340
	Iteration 2Q: 3 clusters Score -8698628 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8699381.000000 Penalty: 5324.173340
	Iteration 3Q: 3 clusters Score -8699381 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -8700491.000000 Penalty: 5324.173340
	Iteration 4F: 3 clusters Score -8700491 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -8702099.000000 Penalty: 5324.173340
	Iteration 5F: 3 clusters Score -8702099 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -8704474.000000 Penalty: 5324.173340
	Iteration 6F: 3 clusters Score -8704474 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8707276.000000 Penalty: 5324.173340
	Iteration 7F: 3 clusters Score -8707276 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8709838.000000 Penalty: 5324.173340
	Iteration 8F: 3 clusters Score -8709838 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8711640.000000 Penalty: 5324.173340
	Iteration 9Q: 3 clusters Score -8711640 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8712463.000000 Penalty: 5324.173340
	Iteration 10Q: 3 clusters Score -8712463 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8712794.000000 Penalty: 5324.173340
	Iteration 11Q: 3 clusters Score -8712794 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8712901.000000 Penalty: 5324.173340
	Iteration 12Q: 3 clusters Score -8712901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8712974.000000 Penalty: 5324.173340
	Iteration 13Q: 3 clusters Score -8712974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8713001.000000 Penalty: 5324.173340
	Iteration 14Q: 3 clusters Score -8713001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8713026.000000 Penalty: 5324.173340
	Iteration 15Q: 3 clusters Score -8713026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8713038.000000 Penalty: 5324.173340
	Iteration 16Q: 3 clusters Score -8713038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8713059.000000 Penalty: 5324.173340
	Iteration 17Q: 3 clusters Score -8713059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8713075.000000 Penalty: 5324.173340
	Iteration 18Q: 3 clusters Score -8713075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8713084.000000 Penalty: 5324.173340
	Iteration 19Q: 3 clusters Score -8713084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8713101.000000 Penalty: 5324.173340
	Iteration 20F: 3 clusters Score -8713101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8713105.000000 Penalty: 5324.173340
	Iteration 21Q: 3 clusters Score -8713105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8713109.000000 Penalty: 5324.173340
	Iteration 22Q: 3 clusters Score -8713109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8713109.000000 Penalty: 5324.173340
	Iteration 23Q: 3 clusters Score -8713109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8713118.000000 Penalty: 5324.173340
	Iteration 24Q: 3 clusters Score -8713118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8713129.000000 Penalty: 5324.173340
	Iteration 25Q: 3 clusters Score -8713129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8713126.000000 Penalty: 5324.173340
	Iteration 26Q: 3 clusters Score -8713126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8713138.000000 Penalty: 5324.173340
	Iteration 27Q: 3 clusters Score -8713138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8713132.000000 Penalty: 5324.173340
	Iteration 28Q: 3 clusters Score -8713132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8713136.000000 Penalty: 5324.173340
	Iteration 29Q: 3 clusters Score -8713136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8713141.000000 Penalty: 5324.173340
	Iteration 30Q: 3 clusters Score -8713141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8713141.000000 Penalty: 5324.173340
	Iteration 31F: 3 clusters Score -8713141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Entering Unmasked Estep 
Score: -8493433.000000 Penalty: 2660.623535
	Iteration 0F: 2 clusters Score -8493433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8463465.000000 Penalty: 5321.247070
	Iteration 0F: 3 clusters Score -8463465 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -8475153.000000 Penalty: 5321.247070
	Iteration 1F: 3 clusters Score -8475153 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -8475698.000000 Penalty: 5321.247070
	Iteration 2Q: 3 clusters Score -8475698 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -8476327.000000 Penalty: 5321.247070
	Iteration 3Q: 3 clusters Score -8476327 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -8477087.000000 Penalty: 5321.247070
	Iteration 4Q: 3 clusters Score -8477087 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8477959.000000 Penalty: 5321.247070
	Iteration 5Q: 3 clusters Score -8477959 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -8478981.000000 Penalty: 5321.247070
	Iteration 6Q: 3 clusters Score -8478981 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8480194.000000 Penalty: 5321.247070
	Iteration 7Q: 3 clusters Score -8480194 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -8481528.000000 Penalty: 5321.247070
	Iteration 8F: 3 clusters Score -8481528 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8483076.000000 Penalty: 5321.247070
	Iteration 9F: 3 clusters Score -8483076 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -8484325.000000 Penalty: 5321.247070
	Iteration 10F: 3 clusters Score -8484325 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8485095.000000 Penalty: 5321.247070
	Iteration 11Q: 3 clusters Score -8485095 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8485494.000000 Penalty: 5321.247070
	Iteration 12Q: 3 clusters Score -8485494 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -8485633.000000 Penalty: 5321.247070
	Iteration 13Q: 3 clusters Score -8485633 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8485719.000000 Penalty: 5321.247070
	Iteration 14Q: 3 clusters Score -8485719 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -8485768.000000 Penalty: 5321.247070
	Iteration 15Q: 3 clusters Score -8485768 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -8485813.000000 Penalty: 5321.247070
	Iteration 16Q: 3 clusters Score -8485813 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -8485871.000000 Penalty: 5321.247070
	Iteration 17Q: 3 clusters Score -8485871 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -8485889.000000 Penalty: 5321.247070
	Iteration 18Q: 3 clusters Score -8485889 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -8485911.000000 Penalty: 5321.247070
	Iteration 19Q: 3 clusters Score -8485911 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8485984.000000 Penalty: 5321.247070
	Iteration 20F: 3 clusters Score -8485984 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -8486040.000000 Penalty: 5321.247070
	Iteration 21Q: 3 clusters Score -8486040 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -8486091.000000 Penalty: 5321.247070
	Iteration 22Q: 3 clusters Score -8486091 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8486141.000000 Penalty: 5321.247070
	Iteration 23Q: 3 clusters Score -8486141 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8486214.000000 Penalty: 5321.247070
	Iteration 24Q: 3 clusters Score -8486214 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8486300.000000 Penalty: 5321.247070
	Iteration 25Q: 3 clusters Score -8486300 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8486353.000000 Penalty: 5321.247070
	Iteration 26Q: 3 clusters Score -8486353 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8486415.000000 Penalty: 5321.247070
	Iteration 27Q: 3 clusters Score -8486415 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -8486501.000000 Penalty: 5321.247070
	Iteration 28Q: 3 clusters Score -8486501 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8486585.000000 Penalty: 5321.247070
	Iteration 29Q: 3 clusters Score -8486585 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -8486720.000000 Penalty: 5321.247070
	Iteration 30Q: 3 clusters Score -8486720 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8486843.000000 Penalty: 5321.247070
	Iteration 31Q: 3 clusters Score -8486843 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -8486945.000000 Penalty: 5321.247070
	Iteration 32Q: 3 clusters Score -8486945 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -8487068.000000 Penalty: 5321.247070
	Iteration 33Q: 3 clusters Score -8487068 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -8487244.000000 Penalty: 5321.247070
	Iteration 34Q: 3 clusters Score -8487244 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -8487397.000000 Penalty: 5321.247070
	Iteration 35Q: 3 clusters Score -8487397 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -8487502.000000 Penalty: 5321.247070
	Iteration 36Q: 3 clusters Score -8487502 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -8487645.000000 Penalty: 5321.247070
	Iteration 37Q: 3 clusters Score -8487645 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -8487818.000000 Penalty: 5321.247070
	Iteration 38Q: 3 clusters Score -8487818 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -8487957.000000 Penalty: 5321.247070
	Iteration 39Q: 3 clusters Score -8487957 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -8488118.000000 Penalty: 5321.247070
	Iteration 40F: 3 clusters Score -8488118 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -8488248.000000 Penalty: 5321.247070
	Iteration 41Q: 3 clusters Score -8488248 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -8488444.000000 Penalty: 5321.247070
	Iteration 42Q: 3 clusters Score -8488444 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -8488685.000000 Penalty: 5321.247070
	Iteration 43Q: 3 clusters Score -8488685 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -8488943.000000 Penalty: 5321.247070
	Iteration 44Q: 3 clusters Score -8488943 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -8489226.000000 Penalty: 5321.247070
	Iteration 45Q: 3 clusters Score -8489226 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -8489542.000000 Penalty: 5321.247070
	Iteration 46Q: 3 clusters Score -8489542 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -8489795.000000 Penalty: 5321.247070
	Iteration 47Q: 3 clusters Score -8489795 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -8490058.000000 Penalty: 5321.247070
	Iteration 48Q: 3 clusters Score -8490058 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -8490245.000000 Penalty: 5321.247070
	Iteration 49Q: 3 clusters Score -8490245 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -8490480.000000 Penalty: 5321.247070
	Iteration 50Q: 3 clusters Score -8490480 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8490674.000000 Penalty: 5321.247070
	Iteration 51Q: 3 clusters Score -8490674 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8490874.000000 Penalty: 5321.247070
	Iteration 52Q: 3 clusters Score -8490874 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8490978.000000 Penalty: 5321.247070
	Iteration 53Q: 3 clusters Score -8490978 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8491095.000000 Penalty: 5321.247070
	Iteration 54Q: 3 clusters Score -8491095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8491141.000000 Penalty: 5321.247070
	Iteration 55Q: 3 clusters Score -8491141 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8491160.000000 Penalty: 5321.247070
	Iteration 56Q: 3 clusters Score -8491160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8491189.000000 Penalty: 5321.247070
	Iteration 57Q: 3 clusters Score -8491189 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8491209.000000 Penalty: 5321.247070
	Iteration 58Q: 3 clusters Score -8491209 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8491208.000000 Penalty: 5321.247070
	Iteration 59Q: 3 clusters Score -8491208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8491258.000000 Penalty: 5321.247070
	Iteration 60F: 3 clusters Score -8491258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8491260.000000 Penalty: 5321.247070
	Iteration 61Q: 3 clusters Score -8491260 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8491277.000000 Penalty: 5321.247070
	Iteration 62Q: 3 clusters Score -8491277 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8491281.000000 Penalty: 5321.247070
	Iteration 63Q: 3 clusters Score -8491281 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8491303.000000 Penalty: 5321.247070
	Iteration 64Q: 3 clusters Score -8491303 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8491338.000000 Penalty: 5321.247070
	Iteration 65Q: 3 clusters Score -8491338 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8491339.000000 Penalty: 5321.247070
	Iteration 66Q: 3 clusters Score -8491339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8491363.000000 Penalty: 5321.247070
	Iteration 67Q: 3 clusters Score -8491363 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8491360.000000 Penalty: 5321.247070
	Iteration 68Q: 3 clusters Score -8491360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8491371.000000 Penalty: 5321.247070
	Iteration 69Q: 3 clusters Score -8491371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8491372.000000 Penalty: 5321.247070
	Iteration 70Q: 3 clusters Score -8491372 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8491383.000000 Penalty: 5321.247070
	Iteration 71Q: 3 clusters Score -8491383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8491373.000000 Penalty: 5321.247070
	Iteration 72Q: 3 clusters Score -8491373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8491377.000000 Penalty: 5321.247070
	Iteration 73Q: 3 clusters Score -8491377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8491385.000000 Penalty: 5321.247070
	Iteration 74Q: 3 clusters Score -8491385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8491387.000000 Penalty: 5321.247070
	Iteration 75Q: 3 clusters Score -8491387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8491373.000000 Penalty: 5321.247070
	Iteration 76Q: 3 clusters Score -8491373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8491380.000000 Penalty: 5321.247070
	Iteration 77Q: 3 clusters Score -8491380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8491376.000000 Penalty: 5321.247070
	Iteration 78Q: 3 clusters Score -8491376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8491374.000000 Penalty: 5321.247070
	Iteration 79Q: 3 clusters Score -8491374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8491381.000000 Penalty: 5321.247070
	Iteration 80F: 3 clusters Score -8491381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8491369.000000 Penalty: 5321.247070
	Iteration 81Q: 3 clusters Score -8491369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8491368.000000 Penalty: 5321.247070
	Iteration 82Q: 3 clusters Score -8491368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8491368.000000 Penalty: 5321.247070
	Iteration 83F: 3 clusters Score -8491368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Entering Unmasked Estep 
Score: -9277077.000000 Penalty: 2681.677734
	Iteration 0F: 2 clusters Score -9277077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -9245589.000000 Penalty: 5363.355469
	Iteration 0F: 3 clusters Score -9245589 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -9258444.000000 Penalty: 5363.355469
	Iteration 1F: 3 clusters Score -9258444 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -9259474.000000 Penalty: 5363.355469
	Iteration 2Q: 3 clusters Score -9259474 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -9260856.000000 Penalty: 5363.355469
	Iteration 3F: 3 clusters Score -9260856 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9262733.000000 Penalty: 5363.355469
	Iteration 4F: 3 clusters Score -9262733 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -9265284.000000 Penalty: 5363.355469
	Iteration 5F: 3 clusters Score -9265284 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -9268257.000000 Penalty: 5363.355469
	Iteration 6F: 3 clusters Score -9268257 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -9271427.000000 Penalty: 5363.355469
	Iteration 7F: 3 clusters Score -9271427 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -9273787.000000 Penalty: 5363.355469
	Iteration 8F: 3 clusters Score -9273787 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -9274994.000000 Penalty: 5363.355469
	Iteration 9Q: 3 clusters Score -9274994 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -9275519.000000 Penalty: 5363.355469
	Iteration 10Q: 3 clusters Score -9275519 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -9275788.000000 Penalty: 5363.355469
	Iteration 11Q: 3 clusters Score -9275788 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -9275952.000000 Penalty: 5363.355469
	Iteration 12Q: 3 clusters Score -9275952 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -9276142.000000 Penalty: 5363.355469
	Iteration 13Q: 3 clusters Score -9276142 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -9276229.000000 Penalty: 5363.355469
	Iteration 14Q: 3 clusters Score -9276229 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -9276307.000000 Penalty: 5363.355469
	Iteration 15Q: 3 clusters Score -9276307 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -9276336.000000 Penalty: 5363.355469
	Iteration 16Q: 3 clusters Score -9276336 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -9276417.000000 Penalty: 5363.355469
	Iteration 17Q: 3 clusters Score -9276417 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -9276524.000000 Penalty: 5363.355469
	Iteration 18Q: 3 clusters Score -9276524 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -9276550.000000 Penalty: 5363.355469
	Iteration 19Q: 3 clusters Score -9276550 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -9276584.000000 Penalty: 5363.355469
	Iteration 20F: 3 clusters Score -9276584 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9276628.000000 Penalty: 5363.355469
	Iteration 21Q: 3 clusters Score -9276628 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -9276655.000000 Penalty: 5363.355469
	Iteration 22Q: 3 clusters Score -9276655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -9276649.000000 Penalty: 5363.355469
	Iteration 23Q: 3 clusters Score -9276649 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -9276685.000000 Penalty: 5363.355469
	Iteration 24Q: 3 clusters Score -9276685 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -9276730.000000 Penalty: 5363.355469
	Iteration 25Q: 3 clusters Score -9276730 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -9276794.000000 Penalty: 5363.355469
	Iteration 26Q: 3 clusters Score -9276794 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -9276798.000000 Penalty: 5363.355469
	Iteration 27Q: 3 clusters Score -9276798 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -9276816.000000 Penalty: 5363.355469
	Iteration 28Q: 3 clusters Score -9276816 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9276794.000000 Penalty: 5363.355469
	Iteration 29Q: 3 clusters Score -9276794 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9276806.000000 Penalty: 5363.355469
	Iteration 30Q: 3 clusters Score -9276806 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9276786.000000 Penalty: 5363.355469
	Iteration 31Q: 3 clusters Score -9276786 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9276812.000000 Penalty: 5363.355469
	Iteration 32Q: 3 clusters Score -9276812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9276794.000000 Penalty: 5363.355469
	Iteration 33Q: 3 clusters Score -9276794 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9276781.000000 Penalty: 5363.355469
	Iteration 34Q: 3 clusters Score -9276781 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9276737.000000 Penalty: 5363.355469
	Iteration 35Q: 3 clusters Score -9276737 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9276700.000000 Penalty: 5363.355469
	Iteration 36Q: 3 clusters Score -9276700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -9276682.000000 Penalty: 5363.355469
	Iteration 37Q: 3 clusters Score -9276682 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9276667.000000 Penalty: 5363.355469
	Iteration 38Q: 3 clusters Score -9276667 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9276662.000000 Penalty: 5363.355469
	Iteration 39Q: 3 clusters Score -9276662 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9276661.000000 Penalty: 5363.355469
	Iteration 40F: 3 clusters Score -9276661 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9276663.000000 Penalty: 5363.355469
	Iteration 41Q: 3 clusters Score -9276663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9276638.000000 Penalty: 5363.355469
	Iteration 42Q: 3 clusters Score -9276638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9276637.000000 Penalty: 5363.355469
	Iteration 43Q: 3 clusters Score -9276637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9276617.000000 Penalty: 5363.355469
	Iteration 44Q: 3 clusters Score -9276617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9276611.000000 Penalty: 5363.355469
	Iteration 45Q: 3 clusters Score -9276611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9276610.000000 Penalty: 5363.355469
	Iteration 46Q: 3 clusters Score -9276610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9276578.000000 Penalty: 5363.355469
	Iteration 47Q: 3 clusters Score -9276578 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9276567.000000 Penalty: 5363.355469
	Iteration 48Q: 3 clusters Score -9276567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9276569.000000 Penalty: 5363.355469
	Iteration 49Q: 3 clusters Score -9276569 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9276596.000000 Penalty: 5363.355469
	Iteration 50Q: 3 clusters Score -9276596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9276579.000000 Penalty: 5363.355469
	Iteration 51Q: 3 clusters Score -9276579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9276567.000000 Penalty: 5363.355469
	Iteration 52Q: 3 clusters Score -9276567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47865 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9276569.000000 Penalty: 5363.355469
	Iteration 53Q: 3 clusters Score -9276569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9276560.000000 Penalty: 5363.355469
	Iteration 54Q: 3 clusters Score -9276560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9276562.000000 Penalty: 5363.355469
	Iteration 55Q: 3 clusters Score -9276562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9276559.000000 Penalty: 5363.355469
	Iteration 56Q: 3 clusters Score -9276559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9276554.000000 Penalty: 5363.355469
	Iteration 57Q: 3 clusters Score -9276554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9276545.000000 Penalty: 5363.355469
	Iteration 58Q: 3 clusters Score -9276545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -9276554.000000 Penalty: 5363.355469
	Iteration 59Q: 3 clusters Score -9276554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9276545.000000 Penalty: 5363.355469
	Iteration 60F: 3 clusters Score -9276545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Entering Unmasked Estep 
Score: -304553.906250 Penalty: 1845.883423
	Iteration 0F: 2 clusters Score -304553.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -302115.937500 Penalty: 3691.766846
	Iteration 0F: 3 clusters Score -302115.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -302655.843750 Penalty: 3691.766846
	Iteration 1F: 3 clusters Score -302655.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303062.875000 Penalty: 3691.766846
	Iteration 2F: 3 clusters Score -303062.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -303533.093750 Penalty: 3691.766846
	Iteration 3F: 3 clusters Score -303533.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -303960.031250 Penalty: 3691.766846
	Iteration 4F: 3 clusters Score -303960 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -304338.593750 Penalty: 3691.766846
	Iteration 5F: 3 clusters Score -304338.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -304605.031250 Penalty: 3691.766846
	Iteration 6F: 3 clusters Score -304605 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -304947.656250 Penalty: 3691.766846
	Iteration 7Q: 3 clusters Score -304947.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -305118.500000 Penalty: 3691.766846
	Iteration 8Q: 3 clusters Score -305118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -305145.187500 Penalty: 3691.766846
	Iteration 9Q: 3 clusters Score -305145.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -305159.937500 Penalty: 3691.766846
	Iteration 10Q: 3 clusters Score -305159.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -305169.187500 Penalty: 3691.766846
	Iteration 11Q: 3 clusters Score -305169.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -305171.812500 Penalty: 3691.766846
	Iteration 12Q: 3 clusters Score -305171.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -305174.593750 Penalty: 3691.766846
	Iteration 13Q: 3 clusters Score -305174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -305174.593750 Penalty: 3691.766846
	Iteration 14F: 3 clusters Score -305174.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 48745 members 
Mstep: Class 29 contains 1249 members 
Entering Unmasked Estep 
Score: -137106544.000000 Penalty: 97259.320312
Splitting cluster 21 changes total score from -137106128.000000 to -137106544.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (48848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48848 members 
Entering Unmasked Estep 
Score: -9237661.000000 Penalty: 2677.524170
	Iteration 0F: 2 clusters Score -9237661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -9207297.000000 Penalty: 5355.048340
	Iteration 0F: 3 clusters Score -9207297 nChanged 22626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -9219949.000000 Penalty: 5355.048340
	Iteration 1F: 3 clusters Score -9219949 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -9220557.000000 Penalty: 5355.048340
	Iteration 2Q: 3 clusters Score -9220557 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9221160.000000 Penalty: 5355.048340
	Iteration 3Q: 3 clusters Score -9221160 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -9221764.000000 Penalty: 5355.048340
	Iteration 4Q: 3 clusters Score -9221764 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -9222358.000000 Penalty: 5355.048340
	Iteration 5Q: 3 clusters Score -9222358 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -9223236.000000 Penalty: 5355.048340
	Iteration 6Q: 3 clusters Score -9223236 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -9224106.000000 Penalty: 5355.048340
	Iteration 7Q: 3 clusters Score -9224106 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -9225295.000000 Penalty: 5355.048340
	Iteration 8Q: 3 clusters Score -9225295 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -9226693.000000 Penalty: 5355.048340
	Iteration 9Q: 3 clusters Score -9226693 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -9228270.000000 Penalty: 5355.048340
	Iteration 10Q: 3 clusters Score -9228270 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -9229852.000000 Penalty: 5355.048340
	Iteration 11Q: 3 clusters Score -9229852 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -9231104.000000 Penalty: 5355.048340
	Iteration 12Q: 3 clusters Score -9231104 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -9232088.000000 Penalty: 5355.048340
	Iteration 13Q: 3 clusters Score -9232088 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -9232771.000000 Penalty: 5355.048340
	Iteration 14Q: 3 clusters Score -9232771 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -9233238.000000 Penalty: 5355.048340
	Iteration 15Q: 3 clusters Score -9233238 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9233675.000000 Penalty: 5355.048340
	Iteration 16Q: 3 clusters Score -9233675 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9233958.000000 Penalty: 5355.048340
	Iteration 17Q: 3 clusters Score -9233958 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -9234263.000000 Penalty: 5355.048340
	Iteration 18Q: 3 clusters Score -9234263 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -9234476.000000 Penalty: 5355.048340
	Iteration 19Q: 3 clusters Score -9234476 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -9234668.000000 Penalty: 5355.048340
	Iteration 20F: 3 clusters Score -9234668 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -9234798.000000 Penalty: 5355.048340
	Iteration 21Q: 3 clusters Score -9234798 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -9234926.000000 Penalty: 5355.048340
	Iteration 22Q: 3 clusters Score -9234926 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -9235038.000000 Penalty: 5355.048340
	Iteration 23Q: 3 clusters Score -9235038 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -9235071.000000 Penalty: 5355.048340
	Iteration 24Q: 3 clusters Score -9235071 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -9235155.000000 Penalty: 5355.048340
	Iteration 25Q: 3 clusters Score -9235155 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -9235245.000000 Penalty: 5355.048340
	Iteration 26Q: 3 clusters Score -9235245 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -9235306.000000 Penalty: 5355.048340
	Iteration 27Q: 3 clusters Score -9235306 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -9235290.000000 Penalty: 5355.048340
	Iteration 28Q: 3 clusters Score -9235290 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9235362.000000 Penalty: 5355.048340
	Iteration 29Q: 3 clusters Score -9235362 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9235423.000000 Penalty: 5355.048340
	Iteration 30Q: 3 clusters Score -9235423 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9235466.000000 Penalty: 5355.048340
	Iteration 31Q: 3 clusters Score -9235466 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -9235490.000000 Penalty: 5355.048340
	Iteration 32Q: 3 clusters Score -9235490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9235529.000000 Penalty: 5355.048340
	Iteration 33Q: 3 clusters Score -9235529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -9235587.000000 Penalty: 5355.048340
	Iteration 34Q: 3 clusters Score -9235587 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9235585.000000 Penalty: 5355.048340
	Iteration 35Q: 3 clusters Score -9235585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -9235621.000000 Penalty: 5355.048340
	Iteration 36Q: 3 clusters Score -9235621 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9235648.000000 Penalty: 5355.048340
	Iteration 37Q: 3 clusters Score -9235648 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9235668.000000 Penalty: 5355.048340
	Iteration 38Q: 3 clusters Score -9235668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9235670.000000 Penalty: 5355.048340
	Iteration 39Q: 3 clusters Score -9235670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9235687.000000 Penalty: 5355.048340
	Iteration 40F: 3 clusters Score -9235687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9235726.000000 Penalty: 5355.048340
	Iteration 41Q: 3 clusters Score -9235726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9235750.000000 Penalty: 5355.048340
	Iteration 42Q: 3 clusters Score -9235750 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9235739.000000 Penalty: 5355.048340
	Iteration 43Q: 3 clusters Score -9235739 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9235771.000000 Penalty: 5355.048340
	Iteration 44Q: 3 clusters Score -9235771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9235772.000000 Penalty: 5355.048340
	Iteration 45Q: 3 clusters Score -9235772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9235775.000000 Penalty: 5355.048340
	Iteration 46Q: 3 clusters Score -9235775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9235774.000000 Penalty: 5355.048340
	Iteration 47Q: 3 clusters Score -9235774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9235799.000000 Penalty: 5355.048340
	Iteration 48Q: 3 clusters Score -9235799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9235800.000000 Penalty: 5355.048340
	Iteration 49Q: 3 clusters Score -9235800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9235802.000000 Penalty: 5355.048340
	Iteration 50Q: 3 clusters Score -9235802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9235802.000000 Penalty: 5355.048340
	Iteration 51Q: 3 clusters Score -9235802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9235812.000000 Penalty: 5355.048340
	Iteration 52Q: 3 clusters Score -9235812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9235814.000000 Penalty: 5355.048340
	Iteration 53Q: 3 clusters Score -9235814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9235810.000000 Penalty: 5355.048340
	Iteration 54Q: 3 clusters Score -9235810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9235802.000000 Penalty: 5355.048340
	Iteration 55Q: 3 clusters Score -9235802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9235791.000000 Penalty: 5355.048340
	Iteration 56Q: 3 clusters Score -9235791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -9235788.000000 Penalty: 5355.048340
	Iteration 57Q: 3 clusters Score -9235788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9235808.000000 Penalty: 5355.048340
	Iteration 58Q: 3 clusters Score -9235808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9235817.000000 Penalty: 5355.048340
	Iteration 59Q: 3 clusters Score -9235817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9235824.000000 Penalty: 5355.048340
	Iteration 60F: 3 clusters Score -9235824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9235811.000000 Penalty: 5355.048340
	Iteration 61Q: 3 clusters Score -9235811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9235813.000000 Penalty: 5355.048340
	Iteration 62Q: 3 clusters Score -9235813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9235813.000000 Penalty: 5355.048340
	Iteration 63Q: 3 clusters Score -9235813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9235816.000000 Penalty: 5355.048340
	Iteration 64Q: 3 clusters Score -9235816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9235828.000000 Penalty: 5355.048340
	Iteration 65Q: 3 clusters Score -9235828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9235833.000000 Penalty: 5355.048340
	Iteration 66Q: 3 clusters Score -9235833 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9235834.000000 Penalty: 5355.048340
	Iteration 67Q: 3 clusters Score -9235834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9235846.000000 Penalty: 5355.048340
	Iteration 68Q: 3 clusters Score -9235846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9235844.000000 Penalty: 5355.048340
	Iteration 69Q: 3 clusters Score -9235844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9235848.000000 Penalty: 5355.048340
	Iteration 70Q: 3 clusters Score -9235848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9235852.000000 Penalty: 5355.048340
	Iteration 71Q: 3 clusters Score -9235852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9235855.000000 Penalty: 5355.048340
	Iteration 72Q: 3 clusters Score -9235855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9235837.000000 Penalty: 5355.048340
	Iteration 73Q: 3 clusters Score -9235837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9235851.000000 Penalty: 5355.048340
	Iteration 74Q: 3 clusters Score -9235851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9235853.000000 Penalty: 5355.048340
	Iteration 75Q: 3 clusters Score -9235853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9235847.000000 Penalty: 5355.048340
	Iteration 76Q: 3 clusters Score -9235847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9235846.000000 Penalty: 5355.048340
	Iteration 77Q: 3 clusters Score -9235846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9235854.000000 Penalty: 5355.048340
	Iteration 78Q: 3 clusters Score -9235854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9235851.000000 Penalty: 5355.048340
	Iteration 79Q: 3 clusters Score -9235851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9235852.000000 Penalty: 5355.048340
	Iteration 80F: 3 clusters Score -9235852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47771 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9235857.000000 Penalty: 5355.048340
	Iteration 81Q: 3 clusters Score -9235857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9235861.000000 Penalty: 5355.048340
	Iteration 82Q: 3 clusters Score -9235861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9235872.000000 Penalty: 5355.048340
	Iteration 83Q: 3 clusters Score -9235872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9235877.000000 Penalty: 5355.048340
	Iteration 84Q: 3 clusters Score -9235877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9235882.000000 Penalty: 5355.048340
	Iteration 85Q: 3 clusters Score -9235882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9235892.000000 Penalty: 5355.048340
	Iteration 86Q: 3 clusters Score -9235892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9235903.000000 Penalty: 5355.048340
	Iteration 87Q: 3 clusters Score -9235903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9235915.000000 Penalty: 5355.048340
	Iteration 88Q: 3 clusters Score -9235915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9235908.000000 Penalty: 5355.048340
	Iteration 89Q: 3 clusters Score -9235908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9235901.000000 Penalty: 5355.048340
	Iteration 90Q: 3 clusters Score -9235901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9235898.000000 Penalty: 5355.048340
	Iteration 91Q: 3 clusters Score -9235898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9235904.000000 Penalty: 5355.048340
	Iteration 92Q: 3 clusters Score -9235904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9235909.000000 Penalty: 5355.048340
	Iteration 93Q: 3 clusters Score -9235909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9235894.000000 Penalty: 5355.048340
	Iteration 94Q: 3 clusters Score -9235894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9235889.000000 Penalty: 5355.048340
	Iteration 95Q: 3 clusters Score -9235889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9235901.000000 Penalty: 5355.048340
	Iteration 96Q: 3 clusters Score -9235901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9235902.000000 Penalty: 5355.048340
	Iteration 97Q: 3 clusters Score -9235902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9235902.000000 Penalty: 5355.048340
	Iteration 98F: 3 clusters Score -9235902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Entering Unmasked Estep 
Score: -8814146.000000 Penalty: 2669.102295
	Iteration 0F: 2 clusters Score -8814146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8783558.000000 Penalty: 5338.204590
	Iteration 0F: 3 clusters Score -8783558 nChanged 21829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8795373.000000 Penalty: 5338.204590
	Iteration 1F: 3 clusters Score -8795373 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8795824.000000 Penalty: 5338.204590
	Iteration 2Q: 3 clusters Score -8795824 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8796235.000000 Penalty: 5338.204590
	Iteration 3Q: 3 clusters Score -8796235 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -8796695.000000 Penalty: 5338.204590
	Iteration 4Q: 3 clusters Score -8796695 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -8797234.000000 Penalty: 5338.204590
	Iteration 5Q: 3 clusters Score -8797234 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -8797842.000000 Penalty: 5338.204590
	Iteration 6Q: 3 clusters Score -8797842 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -8798633.000000 Penalty: 5338.204590
	Iteration 7Q: 3 clusters Score -8798633 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -8799516.000000 Penalty: 5338.204590
	Iteration 8Q: 3 clusters Score -8799516 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -8800609.000000 Penalty: 5338.204590
	Iteration 9Q: 3 clusters Score -8800609 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -8801884.000000 Penalty: 5338.204590
	Iteration 10Q: 3 clusters Score -8801884 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -8803274.000000 Penalty: 5338.204590
	Iteration 11Q: 3 clusters Score -8803274 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -8804607.000000 Penalty: 5338.204590
	Iteration 12F: 3 clusters Score -8804607 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -8805791.000000 Penalty: 5338.204590
	Iteration 13Q: 3 clusters Score -8805791 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -8806755.000000 Penalty: 5338.204590
	Iteration 14Q: 3 clusters Score -8806755 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -8807445.000000 Penalty: 5338.204590
	Iteration 15Q: 3 clusters Score -8807445 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -8807851.000000 Penalty: 5338.204590
	Iteration 16Q: 3 clusters Score -8807851 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -8808088.000000 Penalty: 5338.204590
	Iteration 17Q: 3 clusters Score -8808088 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -8808257.000000 Penalty: 5338.204590
	Iteration 18Q: 3 clusters Score -8808257 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -8808414.000000 Penalty: 5338.204590
	Iteration 19Q: 3 clusters Score -8808414 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -8808475.000000 Penalty: 5338.204590
	Iteration 20F: 3 clusters Score -8808475 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -8808508.000000 Penalty: 5338.204590
	Iteration 21Q: 3 clusters Score -8808508 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -8808539.000000 Penalty: 5338.204590
	Iteration 22Q: 3 clusters Score -8808539 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -8808639.000000 Penalty: 5338.204590
	Iteration 23Q: 3 clusters Score -8808639 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -8808652.000000 Penalty: 5338.204590
	Iteration 24Q: 3 clusters Score -8808652 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -8808685.000000 Penalty: 5338.204590
	Iteration 25Q: 3 clusters Score -8808685 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -8808716.000000 Penalty: 5338.204590
	Iteration 26Q: 3 clusters Score -8808716 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8808730.000000 Penalty: 5338.204590
	Iteration 27Q: 3 clusters Score -8808730 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -8808766.000000 Penalty: 5338.204590
	Iteration 28Q: 3 clusters Score -8808766 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8808767.000000 Penalty: 5338.204590
	Iteration 29Q: 3 clusters Score -8808767 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -8808802.000000 Penalty: 5338.204590
	Iteration 30Q: 3 clusters Score -8808802 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -8808827.000000 Penalty: 5338.204590
	Iteration 31Q: 3 clusters Score -8808827 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -8808840.000000 Penalty: 5338.204590
	Iteration 32Q: 3 clusters Score -8808840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -8808853.000000 Penalty: 5338.204590
	Iteration 33Q: 3 clusters Score -8808853 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -8808851.000000 Penalty: 5338.204590
	Iteration 34Q: 3 clusters Score -8808851 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -8808854.000000 Penalty: 5338.204590
	Iteration 35Q: 3 clusters Score -8808854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -8808877.000000 Penalty: 5338.204590
	Iteration 36Q: 3 clusters Score -8808877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -8808903.000000 Penalty: 5338.204590
	Iteration 37Q: 3 clusters Score -8808903 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -8808909.000000 Penalty: 5338.204590
	Iteration 38Q: 3 clusters Score -8808909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -8808913.000000 Penalty: 5338.204590
	Iteration 39Q: 3 clusters Score -8808913 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8808908.000000 Penalty: 5338.204590
	Iteration 40F: 3 clusters Score -8808908 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8808922.000000 Penalty: 5338.204590
	Iteration 41Q: 3 clusters Score -8808922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -8808943.000000 Penalty: 5338.204590
	Iteration 42Q: 3 clusters Score -8808943 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8808953.000000 Penalty: 5338.204590
	Iteration 43Q: 3 clusters Score -8808953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -8808965.000000 Penalty: 5338.204590
	Iteration 44Q: 3 clusters Score -8808965 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8808946.000000 Penalty: 5338.204590
	Iteration 45Q: 3 clusters Score -8808946 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -8808930.000000 Penalty: 5338.204590
	Iteration 46Q: 3 clusters Score -8808930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -8808935.000000 Penalty: 5338.204590
	Iteration 47Q: 3 clusters Score -8808935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -8808936.000000 Penalty: 5338.204590
	Iteration 48Q: 3 clusters Score -8808936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -8808947.000000 Penalty: 5338.204590
	Iteration 49Q: 3 clusters Score -8808947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -8808945.000000 Penalty: 5338.204590
	Iteration 50Q: 3 clusters Score -8808945 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -8808967.000000 Penalty: 5338.204590
	Iteration 51Q: 3 clusters Score -8808967 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -8808943.000000 Penalty: 5338.204590
	Iteration 52Q: 3 clusters Score -8808943 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -8808947.000000 Penalty: 5338.204590
	Iteration 53Q: 3 clusters Score -8808947 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8808956.000000 Penalty: 5338.204590
	Iteration 54Q: 3 clusters Score -8808956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -8808966.000000 Penalty: 5338.204590
	Iteration 55Q: 3 clusters Score -8808966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -8808979.000000 Penalty: 5338.204590
	Iteration 56Q: 3 clusters Score -8808979 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -8808978.000000 Penalty: 5338.204590
	Iteration 57Q: 3 clusters Score -8808978 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -8808967.000000 Penalty: 5338.204590
	Iteration 58Q: 3 clusters Score -8808967 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -8808967.000000 Penalty: 5338.204590
	Iteration 59Q: 3 clusters Score -8808967 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -8808959.000000 Penalty: 5338.204590
	Iteration 60F: 3 clusters Score -8808959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -8808978.000000 Penalty: 5338.204590
	Iteration 61Q: 3 clusters Score -8808978 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -8808981.000000 Penalty: 5338.204590
	Iteration 62Q: 3 clusters Score -8808981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -8808983.000000 Penalty: 5338.204590
	Iteration 63Q: 3 clusters Score -8808983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -8808977.000000 Penalty: 5338.204590
	Iteration 64Q: 3 clusters Score -8808977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -8808978.000000 Penalty: 5338.204590
	Iteration 65Q: 3 clusters Score -8808978 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -8808975.000000 Penalty: 5338.204590
	Iteration 66Q: 3 clusters Score -8808975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -8808985.000000 Penalty: 5338.204590
	Iteration 67Q: 3 clusters Score -8808985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -8808973.000000 Penalty: 5338.204590
	Iteration 68Q: 3 clusters Score -8808973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -8808970.000000 Penalty: 5338.204590
	Iteration 69Q: 3 clusters Score -8808970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -8808967.000000 Penalty: 5338.204590
	Iteration 70Q: 3 clusters Score -8808967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -8808974.000000 Penalty: 5338.204590
	Iteration 71Q: 3 clusters Score -8808974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -8808973.000000 Penalty: 5338.204590
	Iteration 72Q: 3 clusters Score -8808973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -8808979.000000 Penalty: 5338.204590
	Iteration 73Q: 3 clusters Score -8808979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -8808984.000000 Penalty: 5338.204590
	Iteration 74Q: 3 clusters Score -8808984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8808982.000000 Penalty: 5338.204590
	Iteration 75Q: 3 clusters Score -8808982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -8808995.000000 Penalty: 5338.204590
	Iteration 76Q: 3 clusters Score -8808995 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -8808979.000000 Penalty: 5338.204590
	Iteration 77Q: 3 clusters Score -8808979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -8809007.000000 Penalty: 5338.204590
	Iteration 78Q: 3 clusters Score -8809007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -8808987.000000 Penalty: 5338.204590
	Iteration 79Q: 3 clusters Score -8808987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -8808986.000000 Penalty: 5338.204590
	Iteration 80F: 3 clusters Score -8808986 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -8809001.000000 Penalty: 5338.204590
	Iteration 81Q: 3 clusters Score -8809001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -8809000.000000 Penalty: 5338.204590
	Iteration 82Q: 3 clusters Score -8809000 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -8809001.000000 Penalty: 5338.204590
	Iteration 83Q: 3 clusters Score -8809001 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -8809002.000000 Penalty: 5338.204590
	Iteration 84Q: 3 clusters Score -8809002 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -8809017.000000 Penalty: 5338.204590
	Iteration 85Q: 3 clusters Score -8809017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -8809026.000000 Penalty: 5338.204590
	Iteration 86Q: 3 clusters Score -8809026 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -8809028.000000 Penalty: 5338.204590
	Iteration 87Q: 3 clusters Score -8809028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -8809020.000000 Penalty: 5338.204590
	Iteration 88Q: 3 clusters Score -8809020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -8808995.000000 Penalty: 5338.204590
	Iteration 89Q: 3 clusters Score -8808995 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -8809012.000000 Penalty: 5338.204590
	Iteration 90Q: 3 clusters Score -8809012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8809012.000000 Penalty: 5338.204590
	Iteration 91Q: 3 clusters Score -8809012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -8809019.000000 Penalty: 5338.204590
	Iteration 92Q: 3 clusters Score -8809019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -8809004.000000 Penalty: 5338.204590
	Iteration 93Q: 3 clusters Score -8809004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -8808986.000000 Penalty: 5338.204590
	Iteration 94Q: 3 clusters Score -8808986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -8809002.000000 Penalty: 5338.204590
	Iteration 95Q: 3 clusters Score -8809002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -8809015.000000 Penalty: 5338.204590
	Iteration 96Q: 3 clusters Score -8809015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -8809016.000000 Penalty: 5338.204590
	Iteration 97Q: 3 clusters Score -8809016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -8809013.000000 Penalty: 5338.204590
	Iteration 98Q: 3 clusters Score -8809013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -8809015.000000 Penalty: 5338.204590
	Iteration 99Q: 3 clusters Score -8809015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -8809017.000000 Penalty: 5338.204590
	Iteration 100F: 3 clusters Score -8809017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -8809028.000000 Penalty: 5338.204590
	Iteration 101Q: 3 clusters Score -8809028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -8809031.000000 Penalty: 5338.204590
	Iteration 102Q: 3 clusters Score -8809031 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -8809032.000000 Penalty: 5338.204590
	Iteration 103Q: 3 clusters Score -8809032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -8809041.000000 Penalty: 5338.204590
	Iteration 104Q: 3 clusters Score -8809041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -8809034.000000 Penalty: 5338.204590
	Iteration 105Q: 3 clusters Score -8809034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8809032.000000 Penalty: 5338.204590
	Iteration 106Q: 3 clusters Score -8809032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -8809024.000000 Penalty: 5338.204590
	Iteration 107Q: 3 clusters Score -8809024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -8809024.000000 Penalty: 5338.204590
	Iteration 108Q: 3 clusters Score -8809024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -8809035.000000 Penalty: 5338.204590
	Iteration 109Q: 3 clusters Score -8809035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -8809025.000000 Penalty: 5338.204590
	Iteration 110Q: 3 clusters Score -8809025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -8809014.000000 Penalty: 5338.204590
	Iteration 111Q: 3 clusters Score -8809014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -8809024.000000 Penalty: 5338.204590
	Iteration 112Q: 3 clusters Score -8809024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -8809012.000000 Penalty: 5338.204590
	Iteration 113Q: 3 clusters Score -8809012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -8809020.000000 Penalty: 5338.204590
	Iteration 114Q: 3 clusters Score -8809020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -8809030.000000 Penalty: 5338.204590
	Iteration 115Q: 3 clusters Score -8809030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -8809023.000000 Penalty: 5338.204590
	Iteration 116Q: 3 clusters Score -8809023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -8809018.000000 Penalty: 5338.204590
	Iteration 117Q: 3 clusters Score -8809018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -8809022.000000 Penalty: 5338.204590
	Iteration 118Q: 3 clusters Score -8809022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8809026.000000 Penalty: 5338.204590
	Iteration 119Q: 3 clusters Score -8809026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -8809020.000000 Penalty: 5338.204590
	Iteration 120F: 3 clusters Score -8809020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8809023.000000 Penalty: 5338.204590
	Iteration 121Q: 3 clusters Score -8809023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -8809023.000000 Penalty: 5338.204590
	Iteration 122Q: 3 clusters Score -8809023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8809030.000000 Penalty: 5338.204590
	Iteration 123Q: 3 clusters Score -8809030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -8809037.000000 Penalty: 5338.204590
	Iteration 124Q: 3 clusters Score -8809037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8809031.000000 Penalty: 5338.204590
	Iteration 125Q: 3 clusters Score -8809031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8809026.000000 Penalty: 5338.204590
	Iteration 126Q: 3 clusters Score -8809026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8809031.000000 Penalty: 5338.204590
	Iteration 127Q: 3 clusters Score -8809031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -8809035.000000 Penalty: 5338.204590
	Iteration 128Q: 3 clusters Score -8809035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -8809027.000000 Penalty: 5338.204590
	Iteration 129Q: 3 clusters Score -8809027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -8809027.000000 Penalty: 5338.204590
	Iteration 130F: 3 clusters Score -8809027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -125113.039062 Penalty: 1678.015503
	Iteration 0F: 2 clusters Score -125113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123444.109375 Penalty: 3356.031006
	Iteration 0F: 3 clusters Score -123444.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -124002.476562 Penalty: 3356.031006
	Iteration 1F: 3 clusters Score -124002.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -124279.601562 Penalty: 3356.031006
	Iteration 2F: 3 clusters Score -124279.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124359.179688 Penalty: 3356.031006
	Iteration 3Q: 3 clusters Score -124359.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -124420.132812 Penalty: 3356.031006
	Iteration 4Q: 3 clusters Score -124420.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124450.578125 Penalty: 3356.031006
	Iteration 5Q: 3 clusters Score -124450.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -124473.039062 Penalty: 3356.031006
	Iteration 6Q: 3 clusters Score -124473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124496.015625 Penalty: 3356.031006
	Iteration 7Q: 3 clusters Score -124496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -124522.203125 Penalty: 3356.031006
	Iteration 8Q: 3 clusters Score -124522.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -124562.179688 Penalty: 3356.031006
	Iteration 9Q: 3 clusters Score -124562.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -124608.656250 Penalty: 3356.031006
	Iteration 10Q: 3 clusters Score -124608.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -124662.734375 Penalty: 3356.031006
	Iteration 11Q: 3 clusters Score -124662.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -124737.531250 Penalty: 3356.031006
	Iteration 12Q: 3 clusters Score -124737.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -124785.062500 Penalty: 3356.031006
	Iteration 13Q: 3 clusters Score -124785.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -124819.703125 Penalty: 3356.031006
	Iteration 14Q: 3 clusters Score -124819.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -124862.218750 Penalty: 3356.031006
	Iteration 15Q: 3 clusters Score -124862.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -124931.617188 Penalty: 3356.031006
	Iteration 16Q: 3 clusters Score -124931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -124977.710938 Penalty: 3356.031006
	Iteration 17Q: 3 clusters Score -124977.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -124999.773438 Penalty: 3356.031006
	Iteration 18Q: 3 clusters Score -124999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125021.265625 Penalty: 3356.031006
	Iteration 19Q: 3 clusters Score -125021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125046.960938 Penalty: 3356.031006
	Iteration 20F: 3 clusters Score -125047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125084.937500 Penalty: 3356.031006
	Iteration 21Q: 3 clusters Score -125084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -125104.515625 Penalty: 3356.031006
	Iteration 22Q: 3 clusters Score -125104.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -125137.140625 Penalty: 3356.031006
	Iteration 23Q: 3 clusters Score -125137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125170.562500 Penalty: 3356.031006
	Iteration 24Q: 3 clusters Score -125170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125196.718750 Penalty: 3356.031006
	Iteration 25Q: 3 clusters Score -125196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -125208.515625 Penalty: 3356.031006
	Iteration 26Q: 3 clusters Score -125208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -125223.531250 Penalty: 3356.031006
	Iteration 27Q: 3 clusters Score -125223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125227.835938 Penalty: 3356.031006
	Iteration 28Q: 3 clusters Score -125227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -125227.835938 Penalty: 3356.031006
	Iteration 29F: 3 clusters Score -125227.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Mstep: Class 28 contains 48745 members 
Mstep: Class 29 contains 1249 members 
Mstep: Class 30 contains 452 members 
Entering Unmasked Estep 
Score: -137105040.000000 Penalty: 100613.093750
Splitting cluster 24 changes total score from -137106128.000000 to -137105040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Entering Unmasked Estep 
Score: -9023340.000000 Penalty: 2673.903564
	Iteration 0F: 2 clusters Score -9023340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8993120.000000 Penalty: 5347.807129
	Iteration 0F: 3 clusters Score -8993120 nChanged 22229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -9005140.000000 Penalty: 5347.807129
	Iteration 1F: 3 clusters Score -9005140 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -9005684.000000 Penalty: 5347.807129
	Iteration 2Q: 3 clusters Score -9005684 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -9006017.000000 Penalty: 5347.807129
	Iteration 3Q: 3 clusters Score -9006017 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -9006315.000000 Penalty: 5347.807129
	Iteration 4Q: 3 clusters Score -9006315 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -9006715.000000 Penalty: 5347.807129
	Iteration 5Q: 3 clusters Score -9006715 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -9007156.000000 Penalty: 5347.807129
	Iteration 6Q: 3 clusters Score -9007156 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -9007712.000000 Penalty: 5347.807129
	Iteration 7Q: 3 clusters Score -9007712 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -9008642.000000 Penalty: 5347.807129
	Iteration 8Q: 3 clusters Score -9008642 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
Score: -9010072.000000 Penalty: 5347.807129
	Iteration 9F: 3 clusters Score -9010072 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9012232.000000 Penalty: 5347.807129
	Iteration 10F: 3 clusters Score -9012232 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -9015118.000000 Penalty: 5347.807129
	Iteration 11F: 3 clusters Score -9015118 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -9018031.000000 Penalty: 5347.807129
	Iteration 12F: 3 clusters Score -9018031 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -9019981.000000 Penalty: 5347.807129
	Iteration 13Q: 3 clusters Score -9019981 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -9020671.000000 Penalty: 5347.807129
	Iteration 14Q: 3 clusters Score -9020671 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47643 members 
Entering Unmasked Estep 
Score: -9020885.000000 Penalty: 5347.807129
	Iteration 15Q: 3 clusters Score -9020885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -9021010.000000 Penalty: 5347.807129
	Iteration 16Q: 3 clusters Score -9021010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -9021083.000000 Penalty: 5347.807129
	Iteration 17Q: 3 clusters Score -9021083 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 47836 members 
Entering Unmasked Estep 
Score: -9021101.000000 Penalty: 5347.807129
	Iteration 18Q: 3 clusters Score -9021101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -9021110.000000 Penalty: 5347.807129
	Iteration 19Q: 3 clusters Score -9021110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -9021116.000000 Penalty: 5347.807129
	Iteration 20F: 3 clusters Score -9021116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9021132.000000 Penalty: 5347.807129
	Iteration 21Q: 3 clusters Score -9021132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -9021130.000000 Penalty: 5347.807129
	Iteration 22Q: 3 clusters Score -9021130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -9021128.000000 Penalty: 5347.807129
	Iteration 23Q: 3 clusters Score -9021128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -9021137.000000 Penalty: 5347.807129
	Iteration 24Q: 3 clusters Score -9021137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9021134.000000 Penalty: 5347.807129
	Iteration 25Q: 3 clusters Score -9021134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9021138.000000 Penalty: 5347.807129
	Iteration 26Q: 3 clusters Score -9021138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -9021136.000000 Penalty: 5347.807129
	Iteration 27Q: 3 clusters Score -9021136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9021144.000000 Penalty: 5347.807129
	Iteration 28Q: 3 clusters Score -9021144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9021144.000000 Penalty: 5347.807129
	Iteration 29F: 3 clusters Score -9021144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -289115.937500 Penalty: 1839.559937
	Iteration 0F: 2 clusters Score -289115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -286724.625000 Penalty: 3679.119873
	Iteration 0F: 3 clusters Score -286724.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -287209.500000 Penalty: 3679.119873
	Iteration 1F: 3 clusters Score -287209.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -287363.125000 Penalty: 3679.119873
	Iteration 2F: 3 clusters Score -287363.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -287462.812500 Penalty: 3679.119873
	Iteration 3Q: 3 clusters Score -287462.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -287538.718750 Penalty: 3679.119873
	Iteration 4Q: 3 clusters Score -287538.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -287594.812500 Penalty: 3679.119873
	Iteration 5Q: 3 clusters Score -287594.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -287646.468750 Penalty: 3679.119873
	Iteration 6Q: 3 clusters Score -287646.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -287683.875000 Penalty: 3679.119873
	Iteration 7Q: 3 clusters Score -287683.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -287714.437500 Penalty: 3679.119873
	Iteration 8Q: 3 clusters Score -287714.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -287745.718750 Penalty: 3679.119873
	Iteration 9Q: 3 clusters Score -287745.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -287779.156250 Penalty: 3679.119873
	Iteration 10Q: 3 clusters Score -287779.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -287809.062500 Penalty: 3679.119873
	Iteration 11Q: 3 clusters Score -287809.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -287831.250000 Penalty: 3679.119873
	Iteration 12Q: 3 clusters Score -287831.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -287854.250000 Penalty: 3679.119873
	Iteration 13Q: 3 clusters Score -287854.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -287873.687500 Penalty: 3679.119873
	Iteration 14Q: 3 clusters Score -287873.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -287887.093750 Penalty: 3679.119873
	Iteration 15Q: 3 clusters Score -287887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -287901.343750 Penalty: 3679.119873
	Iteration 16Q: 3 clusters Score -287901.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -287912.281250 Penalty: 3679.119873
	Iteration 17Q: 3 clusters Score -287912.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -287920.218750 Penalty: 3679.119873
	Iteration 18Q: 3 clusters Score -287920.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -287932.656250 Penalty: 3679.119873
	Iteration 19Q: 3 clusters Score -287932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -287946.312500 Penalty: 3679.119873
	Iteration 20F: 3 clusters Score -287946.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -287962.656250 Penalty: 3679.119873
	Iteration 21Q: 3 clusters Score -287962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -287970.187500 Penalty: 3679.119873
	Iteration 22Q: 3 clusters Score -287970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -287972.687500 Penalty: 3679.119873
	Iteration 23Q: 3 clusters Score -287972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -287974.625000 Penalty: 3679.119873
	Iteration 24Q: 3 clusters Score -287974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -287977.468750 Penalty: 3679.119873
	Iteration 25Q: 3 clusters Score -287977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -287980.250000 Penalty: 3679.119873
	Iteration 26Q: 3 clusters Score -287980.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -287980.968750 Penalty: 3679.119873
	Iteration 27Q: 3 clusters Score -287981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -287980.968750 Penalty: 3679.119873
	Iteration 28F: 3 clusters Score -287981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Entering Unmasked Estep 
Score: -9483913.000000 Penalty: 2684.842773
	Iteration 0F: 2 clusters Score -9483913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -9453710.000000 Penalty: 5369.685547
	Iteration 0F: 3 clusters Score -9453710 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -9467017.000000 Penalty: 5369.685547
	Iteration 1F: 3 clusters Score -9467017 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -9468012.000000 Penalty: 5369.685547
	Iteration 2Q: 3 clusters Score -9468012 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -9469173.000000 Penalty: 5369.685547
	Iteration 3Q: 3 clusters Score -9469173 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -9470685.000000 Penalty: 5369.685547
	Iteration 4F: 3 clusters Score -9470685 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -9472699.000000 Penalty: 5369.685547
	Iteration 5F: 3 clusters Score -9472699 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -9474936.000000 Penalty: 5369.685547
	Iteration 6F: 3 clusters Score -9474936 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -9477048.000000 Penalty: 5369.685547
	Iteration 7F: 3 clusters Score -9477048 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -9478382.000000 Penalty: 5369.685547
	Iteration 8Q: 3 clusters Score -9478382 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -9478927.000000 Penalty: 5369.685547
	Iteration 9Q: 3 clusters Score -9478927 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -9479313.000000 Penalty: 5369.685547
	Iteration 10Q: 3 clusters Score -9479313 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -9479620.000000 Penalty: 5369.685547
	Iteration 11Q: 3 clusters Score -9479620 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -9479858.000000 Penalty: 5369.685547
	Iteration 12Q: 3 clusters Score -9479858 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -9480169.000000 Penalty: 5369.685547
	Iteration 13Q: 3 clusters Score -9480169 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9480492.000000 Penalty: 5369.685547
	Iteration 14Q: 3 clusters Score -9480492 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -9480760.000000 Penalty: 5369.685547
	Iteration 15Q: 3 clusters Score -9480760 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -9481102.000000 Penalty: 5369.685547
	Iteration 16Q: 3 clusters Score -9481102 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -9481300.000000 Penalty: 5369.685547
	Iteration 17Q: 3 clusters Score -9481300 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9481475.000000 Penalty: 5369.685547
	Iteration 18Q: 3 clusters Score -9481475 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -9481698.000000 Penalty: 5369.685547
	Iteration 19Q: 3 clusters Score -9481698 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -9481786.000000 Penalty: 5369.685547
	Iteration 20F: 3 clusters Score -9481786 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -9481874.000000 Penalty: 5369.685547
	Iteration 21Q: 3 clusters Score -9481874 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -9481995.000000 Penalty: 5369.685547
	Iteration 22Q: 3 clusters Score -9481995 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -9482061.000000 Penalty: 5369.685547
	Iteration 23Q: 3 clusters Score -9482061 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -9482125.000000 Penalty: 5369.685547
	Iteration 24Q: 3 clusters Score -9482125 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -9482224.000000 Penalty: 5369.685547
	Iteration 25Q: 3 clusters Score -9482224 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -9482234.000000 Penalty: 5369.685547
	Iteration 26Q: 3 clusters Score -9482234 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -9482320.000000 Penalty: 5369.685547
	Iteration 27Q: 3 clusters Score -9482320 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -9482367.000000 Penalty: 5369.685547
	Iteration 28Q: 3 clusters Score -9482367 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -9482434.000000 Penalty: 5369.685547
	Iteration 29Q: 3 clusters Score -9482434 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -9482447.000000 Penalty: 5369.685547
	Iteration 30Q: 3 clusters Score -9482447 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -9482456.000000 Penalty: 5369.685547
	Iteration 31Q: 3 clusters Score -9482456 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9482457.000000 Penalty: 5369.685547
	Iteration 32Q: 3 clusters Score -9482457 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -9482472.000000 Penalty: 5369.685547
	Iteration 33Q: 3 clusters Score -9482472 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -9482515.000000 Penalty: 5369.685547
	Iteration 34Q: 3 clusters Score -9482515 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -9482538.000000 Penalty: 5369.685547
	Iteration 35Q: 3 clusters Score -9482538 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -9482605.000000 Penalty: 5369.685547
	Iteration 36Q: 3 clusters Score -9482605 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -9482591.000000 Penalty: 5369.685547
	Iteration 37Q: 3 clusters Score -9482591 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -9482611.000000 Penalty: 5369.685547
	Iteration 38Q: 3 clusters Score -9482611 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -9482660.000000 Penalty: 5369.685547
	Iteration 39Q: 3 clusters Score -9482660 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -9482679.000000 Penalty: 5369.685547
	Iteration 40F: 3 clusters Score -9482679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -9482676.000000 Penalty: 5369.685547
	Iteration 41Q: 3 clusters Score -9482676 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -9482672.000000 Penalty: 5369.685547
	Iteration 42Q: 3 clusters Score -9482672 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -9482694.000000 Penalty: 5369.685547
	Iteration 43Q: 3 clusters Score -9482694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -9482731.000000 Penalty: 5369.685547
	Iteration 44Q: 3 clusters Score -9482731 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -9482760.000000 Penalty: 5369.685547
	Iteration 45Q: 3 clusters Score -9482760 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -9482791.000000 Penalty: 5369.685547
	Iteration 46Q: 3 clusters Score -9482791 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -9482809.000000 Penalty: 5369.685547
	Iteration 47Q: 3 clusters Score -9482809 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -9482832.000000 Penalty: 5369.685547
	Iteration 48Q: 3 clusters Score -9482832 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -9482836.000000 Penalty: 5369.685547
	Iteration 49Q: 3 clusters Score -9482836 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -9482877.000000 Penalty: 5369.685547
	Iteration 50Q: 3 clusters Score -9482877 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -9482903.000000 Penalty: 5369.685547
	Iteration 51Q: 3 clusters Score -9482903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -9482902.000000 Penalty: 5369.685547
	Iteration 52Q: 3 clusters Score -9482902 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -9482913.000000 Penalty: 5369.685547
	Iteration 53Q: 3 clusters Score -9482913 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -9482909.000000 Penalty: 5369.685547
	Iteration 54Q: 3 clusters Score -9482909 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -9482888.000000 Penalty: 5369.685547
	Iteration 55Q: 3 clusters Score -9482888 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -9482893.000000 Penalty: 5369.685547
	Iteration 56Q: 3 clusters Score -9482893 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -9482927.000000 Penalty: 5369.685547
	Iteration 57Q: 3 clusters Score -9482927 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -9482914.000000 Penalty: 5369.685547
	Iteration 58Q: 3 clusters Score -9482914 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -9482919.000000 Penalty: 5369.685547
	Iteration 59Q: 3 clusters Score -9482919 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -9482963.000000 Penalty: 5369.685547
	Iteration 60F: 3 clusters Score -9482963 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -9482962.000000 Penalty: 5369.685547
	Iteration 61Q: 3 clusters Score -9482962 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -9482935.000000 Penalty: 5369.685547
	Iteration 62Q: 3 clusters Score -9482935 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -9482964.000000 Penalty: 5369.685547
	Iteration 63Q: 3 clusters Score -9482964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -9483014.000000 Penalty: 5369.685547
	Iteration 64Q: 3 clusters Score -9483014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -9483021.000000 Penalty: 5369.685547
	Iteration 65Q: 3 clusters Score -9483021 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -9483056.000000 Penalty: 5369.685547
	Iteration 66Q: 3 clusters Score -9483056 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -9483086.000000 Penalty: 5369.685547
	Iteration 67Q: 3 clusters Score -9483086 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -9483104.000000 Penalty: 5369.685547
	Iteration 68Q: 3 clusters Score -9483104 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -9483122.000000 Penalty: 5369.685547
	Iteration 69Q: 3 clusters Score -9483122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -9483155.000000 Penalty: 5369.685547
	Iteration 70Q: 3 clusters Score -9483155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -9483133.000000 Penalty: 5369.685547
	Iteration 71Q: 3 clusters Score -9483133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -9483132.000000 Penalty: 5369.685547
	Iteration 72Q: 3 clusters Score -9483132 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9483174.000000 Penalty: 5369.685547
	Iteration 73Q: 3 clusters Score -9483174 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -9483178.000000 Penalty: 5369.685547
	Iteration 74Q: 3 clusters Score -9483178 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -9483196.000000 Penalty: 5369.685547
	Iteration 75Q: 3 clusters Score -9483196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -9483207.000000 Penalty: 5369.685547
	Iteration 76Q: 3 clusters Score -9483207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39606 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -9483203.000000 Penalty: 5369.685547
	Iteration 77Q: 3 clusters Score -9483203 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -9483198.000000 Penalty: 5369.685547
	Iteration 78Q: 3 clusters Score -9483198 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -9483204.000000 Penalty: 5369.685547
	Iteration 79Q: 3 clusters Score -9483204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -9483200.000000 Penalty: 5369.685547
	Iteration 80F: 3 clusters Score -9483200 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -9483218.000000 Penalty: 5369.685547
	Iteration 81Q: 3 clusters Score -9483218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -9483226.000000 Penalty: 5369.685547
	Iteration 82Q: 3 clusters Score -9483226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -9483238.000000 Penalty: 5369.685547
	Iteration 83Q: 3 clusters Score -9483238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -9483211.000000 Penalty: 5369.685547
	Iteration 84Q: 3 clusters Score -9483211 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -9483213.000000 Penalty: 5369.685547
	Iteration 85Q: 3 clusters Score -9483213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -9483225.000000 Penalty: 5369.685547
	Iteration 86Q: 3 clusters Score -9483225 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -9483210.000000 Penalty: 5369.685547
	Iteration 87Q: 3 clusters Score -9483210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -9483227.000000 Penalty: 5369.685547
	Iteration 88Q: 3 clusters Score -9483227 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -9483261.000000 Penalty: 5369.685547
	Iteration 89Q: 3 clusters Score -9483261 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -9483253.000000 Penalty: 5369.685547
	Iteration 90Q: 3 clusters Score -9483253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -9483252.000000 Penalty: 5369.685547
	Iteration 91Q: 3 clusters Score -9483252 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -9483259.000000 Penalty: 5369.685547
	Iteration 92Q: 3 clusters Score -9483259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -9483245.000000 Penalty: 5369.685547
	Iteration 93Q: 3 clusters Score -9483245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -9483247.000000 Penalty: 5369.685547
	Iteration 94Q: 3 clusters Score -9483247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -9483249.000000 Penalty: 5369.685547
	Iteration 95Q: 3 clusters Score -9483249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -9483229.000000 Penalty: 5369.685547
	Iteration 96Q: 3 clusters Score -9483229 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -9483229.000000 Penalty: 5369.685547
	Iteration 97Q: 3 clusters Score -9483229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9483228.000000 Penalty: 5369.685547
	Iteration 98Q: 3 clusters Score -9483228 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -9483212.000000 Penalty: 5369.685547
	Iteration 99Q: 3 clusters Score -9483212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -9483215.000000 Penalty: 5369.685547
	Iteration 100F: 3 clusters Score -9483215 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -9483250.000000 Penalty: 5369.685547
	Iteration 101Q: 3 clusters Score -9483250 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -9483252.000000 Penalty: 5369.685547
	Iteration 102Q: 3 clusters Score -9483252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -9483290.000000 Penalty: 5369.685547
	Iteration 103Q: 3 clusters Score -9483290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -9483280.000000 Penalty: 5369.685547
	Iteration 104Q: 3 clusters Score -9483280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -9483312.000000 Penalty: 5369.685547
	Iteration 105Q: 3 clusters Score -9483312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -9483315.000000 Penalty: 5369.685547
	Iteration 106Q: 3 clusters Score -9483315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -9483317.000000 Penalty: 5369.685547
	Iteration 107Q: 3 clusters Score -9483317 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -9483296.000000 Penalty: 5369.685547
	Iteration 108Q: 3 clusters Score -9483296 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -9483350.000000 Penalty: 5369.685547
	Iteration 109Q: 3 clusters Score -9483350 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -9483346.000000 Penalty: 5369.685547
	Iteration 110Q: 3 clusters Score -9483346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -9483324.000000 Penalty: 5369.685547
	Iteration 111Q: 3 clusters Score -9483324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -9483314.000000 Penalty: 5369.685547
	Iteration 112Q: 3 clusters Score -9483314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -9483322.000000 Penalty: 5369.685547
	Iteration 113Q: 3 clusters Score -9483322 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -9483320.000000 Penalty: 5369.685547
	Iteration 114Q: 3 clusters Score -9483320 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -9483330.000000 Penalty: 5369.685547
	Iteration 115Q: 3 clusters Score -9483330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -9483313.000000 Penalty: 5369.685547
	Iteration 116Q: 3 clusters Score -9483313 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -9483343.000000 Penalty: 5369.685547
	Iteration 117Q: 3 clusters Score -9483343 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -9483333.000000 Penalty: 5369.685547
	Iteration 118Q: 3 clusters Score -9483333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -9483324.000000 Penalty: 5369.685547
	Iteration 119Q: 3 clusters Score -9483324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9483327.000000 Penalty: 5369.685547
	Iteration 120F: 3 clusters Score -9483327 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -9483355.000000 Penalty: 5369.685547
	Iteration 121Q: 3 clusters Score -9483355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -9483349.000000 Penalty: 5369.685547
	Iteration 122Q: 3 clusters Score -9483349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -9483362.000000 Penalty: 5369.685547
	Iteration 123Q: 3 clusters Score -9483362 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -9483345.000000 Penalty: 5369.685547
	Iteration 124Q: 3 clusters Score -9483345 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -9483366.000000 Penalty: 5369.685547
	Iteration 125Q: 3 clusters Score -9483366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -9483352.000000 Penalty: 5369.685547
	Iteration 126Q: 3 clusters Score -9483352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -9483338.000000 Penalty: 5369.685547
	Iteration 127Q: 3 clusters Score -9483338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -9483349.000000 Penalty: 5369.685547
	Iteration 128Q: 3 clusters Score -9483349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -9483349.000000 Penalty: 5369.685547
	Iteration 129Q: 3 clusters Score -9483349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -9483346.000000 Penalty: 5369.685547
	Iteration 130Q: 3 clusters Score -9483346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -9483359.000000 Penalty: 5369.685547
	Iteration 131Q: 3 clusters Score -9483359 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -9483360.000000 Penalty: 5369.685547
	Iteration 132Q: 3 clusters Score -9483360 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -9483370.000000 Penalty: 5369.685547
	Iteration 133Q: 3 clusters Score -9483370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -9483368.000000 Penalty: 5369.685547
	Iteration 134Q: 3 clusters Score -9483368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -9483359.000000 Penalty: 5369.685547
	Iteration 135Q: 3 clusters Score -9483359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -9483356.000000 Penalty: 5369.685547
	Iteration 136Q: 3 clusters Score -9483356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -9483364.000000 Penalty: 5369.685547
	Iteration 137Q: 3 clusters Score -9483364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -9483365.000000 Penalty: 5369.685547
	Iteration 138Q: 3 clusters Score -9483365 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -9483363.000000 Penalty: 5369.685547
	Iteration 139Q: 3 clusters Score -9483363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -9483370.000000 Penalty: 5369.685547
	Iteration 140F: 3 clusters Score -9483370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -9483379.000000 Penalty: 5369.685547
	Iteration 141Q: 3 clusters Score -9483379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -9483371.000000 Penalty: 5369.685547
	Iteration 142Q: 3 clusters Score -9483371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -9483374.000000 Penalty: 5369.685547
	Iteration 143Q: 3 clusters Score -9483374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -9483357.000000 Penalty: 5369.685547
	Iteration 144Q: 3 clusters Score -9483357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -9483345.000000 Penalty: 5369.685547
	Iteration 145Q: 3 clusters Score -9483345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -9483342.000000 Penalty: 5369.685547
	Iteration 146Q: 3 clusters Score -9483342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -9483348.000000 Penalty: 5369.685547
	Iteration 147Q: 3 clusters Score -9483348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -9483352.000000 Penalty: 5369.685547
	Iteration 148Q: 3 clusters Score -9483352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9483343.000000 Penalty: 5369.685547
	Iteration 149Q: 3 clusters Score -9483343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -9483338.000000 Penalty: 5369.685547
	Iteration 150Q: 3 clusters Score -9483338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -9483339.000000 Penalty: 5369.685547
	Iteration 151Q: 3 clusters Score -9483339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -9483337.000000 Penalty: 5369.685547
	Iteration 152Q: 3 clusters Score -9483337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9483340.000000 Penalty: 5369.685547
	Iteration 153Q: 3 clusters Score -9483340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -9483350.000000 Penalty: 5369.685547
	Iteration 154Q: 3 clusters Score -9483350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -9483355.000000 Penalty: 5369.685547
	Iteration 155Q: 3 clusters Score -9483355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -9483370.000000 Penalty: 5369.685547
	Iteration 156Q: 3 clusters Score -9483370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -9483351.000000 Penalty: 5369.685547
	Iteration 157Q: 3 clusters Score -9483351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -9483353.000000 Penalty: 5369.685547
	Iteration 158Q: 3 clusters Score -9483353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -9483356.000000 Penalty: 5369.685547
	Iteration 159Q: 3 clusters Score -9483356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9483357.000000 Penalty: 5369.685547
	Iteration 160F: 3 clusters Score -9483357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -9483359.000000 Penalty: 5369.685547
	Iteration 161Q: 3 clusters Score -9483359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -9483367.000000 Penalty: 5369.685547
	Iteration 162Q: 3 clusters Score -9483367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -9483366.000000 Penalty: 5369.685547
	Iteration 163Q: 3 clusters Score -9483366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -9483365.000000 Penalty: 5369.685547
	Iteration 164Q: 3 clusters Score -9483365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9483365.000000 Penalty: 5369.685547
	Iteration 165Q: 3 clusters Score -9483365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -9483367.000000 Penalty: 5369.685547
	Iteration 166Q: 3 clusters Score -9483367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -9483377.000000 Penalty: 5369.685547
	Iteration 167Q: 3 clusters Score -9483377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -9483374.000000 Penalty: 5369.685547
	Iteration 168Q: 3 clusters Score -9483374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -9483370.000000 Penalty: 5369.685547
	Iteration 169Q: 3 clusters Score -9483370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -9483382.000000 Penalty: 5369.685547
	Iteration 170Q: 3 clusters Score -9483382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -9483368.000000 Penalty: 5369.685547
	Iteration 171Q: 3 clusters Score -9483368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -9483371.000000 Penalty: 5369.685547
	Iteration 172Q: 3 clusters Score -9483371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -9483377.000000 Penalty: 5369.685547
	Iteration 173Q: 3 clusters Score -9483377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9483385.000000 Penalty: 5369.685547
	Iteration 174Q: 3 clusters Score -9483385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9483385.000000 Penalty: 5369.685547
	Iteration 175Q: 3 clusters Score -9483385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -9483385.000000 Penalty: 5369.685547
	Iteration 176F: 3 clusters Score -9483385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 3026 members 
Mstep: Class 6 contains 6405 members 
Mstep: Class 7 contains 43994 members 
Mstep: Class 8 contains 790 members 
Mstep: Class 9 contains 47515 members 
Mstep: Class 10 contains 49176 members 
Mstep: Class 11 contains 8444 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 9311 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 29895 members 
Mstep: Class 18 contains 45900 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 459 members 
Mstep: Class 22 contains 48848 members 
Mstep: Class 23 contains 47217 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48140 members 
Mstep: Class 26 contains 1665 members 
Mstep: Class 27 contains 50311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108128.000000 Penalty: 97259.320312
Iteration 79Q: 30 clusters Score -1.371081e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10138 members 
Mstep: Class 4 contains 56729 members 
Mstep: Class 5 contains 3070 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 44413 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 47419 members 
Mstep: Class 10 contains 49226 members 
Mstep: Class 11 contains 8482 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44868 members 
Mstep: Class 14 contains 9404 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43846 members 
Mstep: Class 17 contains 29858 members 
Mstep: Class 18 contains 45299 members 
Mstep: Class 19 contains 45490 members 
Mstep: Class 20 contains 49408 members 
Mstep: Class 21 contains 480 members 
Mstep: Class 22 contains 48678 members 
Mstep: Class 23 contains 46989 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48179 members 
Mstep: Class 26 contains 1668 members 
Mstep: Class 27 contains 52995 members 
Mstep: Class 28 contains 47745 members 
Mstep: Class 29 contains 1231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109344.000000 Penalty: 97259.320312
Iteration 80F: 30 clusters Score -1.371093e+08 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 56152 members 
Mstep: Class 5 contains 3139 members 
Mstep: Class 6 contains 6367 members 
Mstep: Class 7 contains 44698 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 47275 members 
Mstep: Class 10 contains 49240 members 
Mstep: Class 11 contains 8499 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44738 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43536 members 
Mstep: Class 17 contains 29744 members 
Mstep: Class 18 contains 44787 members 
Mstep: Class 19 contains 45326 members 
Mstep: Class 20 contains 49092 members 
Mstep: Class 21 contains 500 members 
Mstep: Class 22 contains 48377 members 
Mstep: Class 23 contains 46754 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48188 members 
Mstep: Class 26 contains 1671 members 
Mstep: Class 27 contains 54458 members 
Mstep: Class 28 contains 48538 members 
Mstep: Class 29 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109968.000000 Penalty: 97259.320312
Iteration 81Q: 30 clusters Score -1.3711e+08 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 10020 members 
Mstep: Class 4 contains 55552 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 44956 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 10 contains 49154 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44659 members 
Mstep: Class 14 contains 9583 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43296 members 
Mstep: Class 17 contains 29623 members 
Mstep: Class 18 contains 44529 members 
Mstep: Class 19 contains 45257 members 
Mstep: Class 20 contains 48885 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 48064 members 
Mstep: Class 23 contains 46557 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48202 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 55276 members 
Mstep: Class 28 contains 49461 members 
Mstep: Class 29 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110512.000000 Penalty: 97259.320312
Iteration 82Q: 30 clusters Score -1.371105e+08 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 54922 members 
Mstep: Class 5 contains 3342 members 
Mstep: Class 6 contains 6330 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 633 members 
Mstep: Class 9 contains 47314 members 
Mstep: Class 10 contains 49057 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 1217 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 9666 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43232 members 
Mstep: Class 17 contains 29531 members 
Mstep: Class 18 contains 44467 members 
Mstep: Class 19 contains 45142 members 
Mstep: Class 20 contains 48766 members 
Mstep: Class 21 contains 553 members 
Mstep: Class 22 contains 47908 members 
Mstep: Class 23 contains 46346 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48211 members 
Mstep: Class 26 contains 1683 members 
Mstep: Class 27 contains 55393 members 
Mstep: Class 28 contains 50496 members 
Mstep: Class 29 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112816.000000 Penalty: 97259.320312
Iteration 83Q: 30 clusters Score -1.371128e+08 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9882 members 
Mstep: Class 4 contains 54325 members 
Mstep: Class 5 contains 3472 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 45325 members 
Mstep: Class 8 contains 646 members 
Mstep: Class 9 contains 47379 members 
Mstep: Class 10 contains 48962 members 
Mstep: Class 11 contains 8518 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44527 members 
Mstep: Class 14 contains 9763 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43267 members 
Mstep: Class 17 contains 29450 members 
Mstep: Class 18 contains 44776 members 
Mstep: Class 19 contains 45045 members 
Mstep: Class 20 contains 48691 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 47676 members 
Mstep: Class 23 contains 46162 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48201 members 
Mstep: Class 26 contains 1689 members 
Mstep: Class 27 contains 55222 members 
Mstep: Class 28 contains 51363 members 
Mstep: Class 29 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113856.000000 Penalty: 97259.320312
Iteration 84Q: 30 clusters Score -1.371139e+08 nChanged 9195
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9820 members 
Mstep: Class 4 contains 53783 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 6302 members 
Mstep: Class 7 contains 45348 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 47454 members 
Mstep: Class 10 contains 48943 members 
Mstep: Class 11 contains 8524 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44437 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43254 members 
Mstep: Class 17 contains 29407 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 44954 members 
Mstep: Class 20 contains 48644 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 47589 members 
Mstep: Class 23 contains 45998 members 
Mstep: Class 24 contains 868 members 
Mstep: Class 25 contains 48199 members 
Mstep: Class 26 contains 1695 members 
Mstep: Class 27 contains 55016 members 
Mstep: Class 28 contains 52060 members 
Mstep: Class 29 contains 1592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114208.000000 Penalty: 97259.320312
Iteration 85Q: 30 clusters Score -1.371142e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9761 members 
Mstep: Class 4 contains 53265 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 6299 members 
Mstep: Class 7 contains 45245 members 
Mstep: Class 8 contains 660 members 
Mstep: Class 9 contains 47502 members 
Mstep: Class 10 contains 48963 members 
Mstep: Class 11 contains 8545 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44362 members 
Mstep: Class 14 contains 9899 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43315 members 
Mstep: Class 17 contains 29387 members 
Mstep: Class 18 contains 45518 members 
Mstep: Class 19 contains 44794 members 
Mstep: Class 20 contains 48606 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 47658 members 
Mstep: Class 23 contains 45842 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48182 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 54826 members 
Mstep: Class 28 contains 52552 members 
Mstep: Class 29 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114720.000000 Penalty: 97259.320312
Iteration 86Q: 30 clusters Score -1.371147e+08 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9691 members 
Mstep: Class 4 contains 52804 members 
Mstep: Class 5 contains 3864 members 
Mstep: Class 6 contains 6295 members 
Mstep: Class 7 contains 45163 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 47518 members 
Mstep: Class 10 contains 49053 members 
Mstep: Class 11 contains 8557 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44276 members 
Mstep: Class 14 contains 9985 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 29350 members 
Mstep: Class 18 contains 45957 members 
Mstep: Class 19 contains 44609 members 
Mstep: Class 20 contains 48577 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 47713 members 
Mstep: Class 23 contains 45676 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48169 members 
Mstep: Class 26 contains 1704 members 
Mstep: Class 27 contains 54739 members 
Mstep: Class 28 contains 52784 members 
Mstep: Class 29 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115216.000000 Penalty: 97259.320312
Iteration 87Q: 30 clusters Score -1.371152e+08 nChanged 7339
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9602 members 
Mstep: Class 4 contains 52409 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 6289 members 
Mstep: Class 7 contains 45059 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 47444 members 
Mstep: Class 10 contains 49228 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 10094 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43575 members 
Mstep: Class 17 contains 29301 members 
Mstep: Class 18 contains 46423 members 
Mstep: Class 19 contains 44378 members 
Mstep: Class 20 contains 48509 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 47909 members 
Mstep: Class 23 contains 45565 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48144 members 
Mstep: Class 26 contains 1705 members 
Mstep: Class 27 contains 54729 members 
Mstep: Class 28 contains 52839 members 
Mstep: Class 29 contains 1625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115984.000000 Penalty: 97259.320312
Iteration 88Q: 30 clusters Score -1.37116e+08 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9516 members 
Mstep: Class 4 contains 52048 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 44964 members 
Mstep: Class 8 contains 670 members 
Mstep: Class 9 contains 47295 members 
Mstep: Class 10 contains 49439 members 
Mstep: Class 11 contains 8548 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44147 members 
Mstep: Class 14 contains 10190 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 29266 members 
Mstep: Class 18 contains 46725 members 
Mstep: Class 19 contains 44162 members 
Mstep: Class 20 contains 48423 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 48227 members 
Mstep: Class 23 contains 45527 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48158 members 
Mstep: Class 26 contains 1708 members 
Mstep: Class 27 contains 54842 members 
Mstep: Class 28 contains 52722 members 
Mstep: Class 29 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116544.000000 Penalty: 97259.320312
Iteration 89Q: 30 clusters Score -1.371165e+08 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9423 members 
Mstep: Class 4 contains 51714 members 
Mstep: Class 5 contains 4111 members 
Mstep: Class 6 contains 6290 members 
Mstep: Class 7 contains 44973 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 49690 members 
Mstep: Class 11 contains 8551 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44072 members 
Mstep: Class 14 contains 10295 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43801 members 
Mstep: Class 17 contains 29231 members 
Mstep: Class 18 contains 46913 members 
Mstep: Class 19 contains 43955 members 
Mstep: Class 20 contains 48358 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 48476 members 
Mstep: Class 23 contains 45547 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48134 members 
Mstep: Class 26 contains 1712 members 
Mstep: Class 27 contains 55048 members 
Mstep: Class 28 contains 52475 members 
Mstep: Class 29 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116592.000000 Penalty: 97259.320312
Iteration 90Q: 30 clusters Score -1.371166e+08 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 51410 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 6296 members 
Mstep: Class 7 contains 44939 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 47057 members 
Mstep: Class 10 contains 49868 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44010 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 29219 members 
Mstep: Class 18 contains 47160 members 
Mstep: Class 19 contains 43791 members 
Mstep: Class 20 contains 48307 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 48675 members 
Mstep: Class 23 contains 45646 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48123 members 
Mstep: Class 26 contains 1715 members 
Mstep: Class 27 contains 55221 members 
Mstep: Class 28 contains 52173 members 
Mstep: Class 29 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117008.000000 Penalty: 97259.320312
Iteration 91Q: 30 clusters Score -1.37117e+08 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9263 members 
Mstep: Class 4 contains 51170 members 
Mstep: Class 5 contains 4206 members 
Mstep: Class 6 contains 6286 members 
Mstep: Class 7 contains 44893 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 46965 members 
Mstep: Class 10 contains 50025 members 
Mstep: Class 11 contains 8516 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 43955 members 
Mstep: Class 14 contains 10482 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43869 members 
Mstep: Class 17 contains 29216 members 
Mstep: Class 18 contains 47345 members 
Mstep: Class 19 contains 43655 members 
Mstep: Class 20 contains 48316 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 48817 members 
Mstep: Class 23 contains 45767 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48145 members 
Mstep: Class 26 contains 1716 members 
Mstep: Class 27 contains 55407 members 
Mstep: Class 28 contains 51884 members 
Mstep: Class 29 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117280.000000 Penalty: 97259.320312
Iteration 92Q: 30 clusters Score -1.371173e+08 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9196 members 
Mstep: Class 4 contains 50951 members 
Mstep: Class 5 contains 4239 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 44787 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 46882 members 
Mstep: Class 10 contains 50176 members 
Mstep: Class 11 contains 8498 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 43921 members 
Mstep: Class 14 contains 10552 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43924 members 
Mstep: Class 17 contains 29231 members 
Mstep: Class 18 contains 47506 members 
Mstep: Class 19 contains 43494 members 
Mstep: Class 20 contains 48273 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49006 members 
Mstep: Class 23 contains 45947 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48157 members 
Mstep: Class 26 contains 1720 members 
Mstep: Class 27 contains 55610 members 
Mstep: Class 28 contains 51544 members 
Mstep: Class 29 contains 1667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117920.000000 Penalty: 97259.320312
Iteration 93Q: 30 clusters Score -1.371179e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9115 members 
Mstep: Class 4 contains 50731 members 
Mstep: Class 5 contains 4271 members 
Mstep: Class 6 contains 6257 members 
Mstep: Class 7 contains 44700 members 
Mstep: Class 8 contains 674 members 
Mstep: Class 9 contains 46800 members 
Mstep: Class 10 contains 50322 members 
Mstep: Class 11 contains 8478 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 43885 members 
Mstep: Class 14 contains 10630 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 43961 members 
Mstep: Class 17 contains 29232 members 
Mstep: Class 18 contains 47637 members 
Mstep: Class 19 contains 43432 members 
Mstep: Class 20 contains 48245 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49156 members 
Mstep: Class 23 contains 46112 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48170 members 
Mstep: Class 26 contains 1725 members 
Mstep: Class 27 contains 55784 members 
Mstep: Class 28 contains 51237 members 
Mstep: Class 29 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118384.000000 Penalty: 97259.320312
Iteration 94Q: 30 clusters Score -1.371184e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 9029 members 
Mstep: Class 4 contains 50565 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 44633 members 
Mstep: Class 8 contains 676 members 
Mstep: Class 9 contains 46739 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 8457 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 43862 members 
Mstep: Class 14 contains 10703 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44042 members 
Mstep: Class 17 contains 29228 members 
Mstep: Class 18 contains 47713 members 
Mstep: Class 19 contains 43289 members 
Mstep: Class 20 contains 48236 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49244 members 
Mstep: Class 23 contains 46259 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48227 members 
Mstep: Class 26 contains 1728 members 
Mstep: Class 27 contains 55970 members 
Mstep: Class 28 contains 51008 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118640.000000 Penalty: 97259.320312
Iteration 95Q: 30 clusters Score -1.371186e+08 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 50369 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 44573 members 
Mstep: Class 8 contains 678 members 
Mstep: Class 9 contains 46729 members 
Mstep: Class 10 contains 50505 members 
Mstep: Class 11 contains 8427 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 43860 members 
Mstep: Class 14 contains 10780 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44130 members 
Mstep: Class 17 contains 29237 members 
Mstep: Class 18 contains 47656 members 
Mstep: Class 19 contains 43155 members 
Mstep: Class 20 contains 48245 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49291 members 
Mstep: Class 23 contains 46375 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48259 members 
Mstep: Class 26 contains 1732 members 
Mstep: Class 27 contains 56198 members 
Mstep: Class 28 contains 50846 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118624.000000 Penalty: 97259.320312
Iteration 96Q: 30 clusters Score -1.371186e+08 nChanged 5530
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8866 members 
Mstep: Class 4 contains 50180 members 
Mstep: Class 5 contains 4345 members 
Mstep: Class 6 contains 6231 members 
Mstep: Class 7 contains 44521 members 
Mstep: Class 8 contains 679 members 
Mstep: Class 9 contains 46784 members 
Mstep: Class 10 contains 50559 members 
Mstep: Class 11 contains 8408 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 43856 members 
Mstep: Class 14 contains 10848 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44211 members 
Mstep: Class 17 contains 29235 members 
Mstep: Class 18 contains 47578 members 
Mstep: Class 19 contains 42968 members 
Mstep: Class 20 contains 48286 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49381 members 
Mstep: Class 23 contains 46412 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48307 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 56439 members 
Mstep: Class 28 contains 50718 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119472.000000 Penalty: 97259.320312
Iteration 97Q: 30 clusters Score -1.371195e+08 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8783 members 
Mstep: Class 4 contains 50020 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 44478 members 
Mstep: Class 8 contains 681 members 
Mstep: Class 9 contains 46860 members 
Mstep: Class 10 contains 50645 members 
Mstep: Class 11 contains 8378 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 43862 members 
Mstep: Class 14 contains 10940 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44250 members 
Mstep: Class 17 contains 29225 members 
Mstep: Class 18 contains 47529 members 
Mstep: Class 19 contains 42795 members 
Mstep: Class 20 contains 48288 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49407 members 
Mstep: Class 23 contains 46469 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48328 members 
Mstep: Class 26 contains 1746 members 
Mstep: Class 27 contains 56623 members 
Mstep: Class 28 contains 50664 members 
Mstep: Class 29 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119536.000000 Penalty: 97259.320312
Iteration 98Q: 30 clusters Score -1.371195e+08 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8714 members 
Mstep: Class 4 contains 49826 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 44472 members 
Mstep: Class 8 contains 683 members 
Mstep: Class 9 contains 46952 members 
Mstep: Class 10 contains 50679 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 11025 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44322 members 
Mstep: Class 17 contains 29225 members 
Mstep: Class 18 contains 47517 members 
Mstep: Class 19 contains 42652 members 
Mstep: Class 20 contains 48259 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49396 members 
Mstep: Class 23 contains 46497 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48364 members 
Mstep: Class 26 contains 1750 members 
Mstep: Class 27 contains 56797 members 
Mstep: Class 28 contains 50621 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120096.000000 Penalty: 97259.320312
Iteration 99Q: 30 clusters Score -1.371201e+08 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8647 members 
Mstep: Class 4 contains 49651 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 44465 members 
Mstep: Class 8 contains 686 members 
Mstep: Class 9 contains 47009 members 
Mstep: Class 10 contains 50729 members 
Mstep: Class 11 contains 8346 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 43840 members 
Mstep: Class 14 contains 11110 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44383 members 
Mstep: Class 17 contains 29233 members 
Mstep: Class 18 contains 47568 members 
Mstep: Class 19 contains 42472 members 
Mstep: Class 20 contains 48194 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49443 members 
Mstep: Class 23 contains 46482 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48396 members 
Mstep: Class 26 contains 1753 members 
Mstep: Class 27 contains 56960 members 
Mstep: Class 28 contains 50584 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120288.000000 Penalty: 97259.320312
Iteration 100F: 30 clusters Score -1.371203e+08 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8587 members 
Mstep: Class 4 contains 49495 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 6233 members 
Mstep: Class 7 contains 44418 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 47064 members 
Mstep: Class 10 contains 50819 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 43829 members 
Mstep: Class 14 contains 11198 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44391 members 
Mstep: Class 17 contains 29242 members 
Mstep: Class 18 contains 47646 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 48157 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49408 members 
Mstep: Class 23 contains 46500 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48427 members 
Mstep: Class 26 contains 1756 members 
Mstep: Class 27 contains 57127 members 
Mstep: Class 28 contains 50559 members 
Mstep: Class 29 contains 1680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120160.000000 Penalty: 97259.320312
Iteration 101Q: 30 clusters Score -1.371202e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 6236 members 
Mstep: Class 7 contains 44377 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 50875 members 
Mstep: Class 11 contains 8324 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43822 members 
Mstep: Class 14 contains 11255 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 29241 members 
Mstep: Class 18 contains 47710 members 
Mstep: Class 19 contains 42138 members 
Mstep: Class 20 contains 48127 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49371 members 
Mstep: Class 23 contains 46503 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48429 members 
Mstep: Class 26 contains 1759 members 
Mstep: Class 27 contains 57273 members 
Mstep: Class 28 contains 50536 members 
Mstep: Class 29 contains 1678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120480.000000 Penalty: 97259.320312
Iteration 102Q: 30 clusters Score -1.371205e+08 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 49219 members 
Mstep: Class 5 contains 4406 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 44338 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 47246 members 
Mstep: Class 10 contains 50894 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43820 members 
Mstep: Class 14 contains 11331 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 29258 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 42004 members 
Mstep: Class 20 contains 48022 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49443 members 
Mstep: Class 23 contains 46546 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48403 members 
Mstep: Class 26 contains 1762 members 
Mstep: Class 27 contains 57381 members 
Mstep: Class 28 contains 50500 members 
Mstep: Class 29 contains 1679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120528.000000 Penalty: 97259.320312
Iteration 103Q: 30 clusters Score -1.371205e+08 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8463 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 6220 members 
Mstep: Class 7 contains 44321 members 
Mstep: Class 8 contains 687 members 
Mstep: Class 9 contains 47322 members 
Mstep: Class 10 contains 50935 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43825 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44534 members 
Mstep: Class 17 contains 29252 members 
Mstep: Class 18 contains 47908 members 
Mstep: Class 19 contains 41880 members 
Mstep: Class 20 contains 47914 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49485 members 
Mstep: Class 23 contains 46574 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48389 members 
Mstep: Class 26 contains 1767 members 
Mstep: Class 27 contains 57448 members 
Mstep: Class 28 contains 50420 members 
Mstep: Class 29 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120736.000000 Penalty: 97259.320312
Iteration 104Q: 30 clusters Score -1.371207e+08 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8418 members 
Mstep: Class 4 contains 48968 members 
Mstep: Class 5 contains 4413 members 
Mstep: Class 6 contains 6217 members 
Mstep: Class 7 contains 44277 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 50978 members 
Mstep: Class 11 contains 8319 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43839 members 
Mstep: Class 14 contains 11477 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44625 members 
Mstep: Class 17 contains 29247 members 
Mstep: Class 18 contains 47983 members 
Mstep: Class 19 contains 41731 members 
Mstep: Class 20 contains 47847 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49479 members 
Mstep: Class 23 contains 46621 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48390 members 
Mstep: Class 26 contains 1769 members 
Mstep: Class 27 contains 57517 members 
Mstep: Class 28 contains 50326 members 
Mstep: Class 29 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120800.000000 Penalty: 97259.320312
Iteration 105Q: 30 clusters Score -1.371208e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8367 members 
Mstep: Class 4 contains 48868 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 6223 members 
Mstep: Class 7 contains 44239 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 47523 members 
Mstep: Class 10 contains 51026 members 
Mstep: Class 11 contains 8320 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44676 members 
Mstep: Class 17 contains 29231 members 
Mstep: Class 18 contains 48042 members 
Mstep: Class 19 contains 41559 members 
Mstep: Class 20 contains 47845 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49518 members 
Mstep: Class 23 contains 46664 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48381 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 57575 members 
Mstep: Class 28 contains 50226 members 
Mstep: Class 29 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121408.000000 Penalty: 97259.320312
Iteration 106Q: 30 clusters Score -1.371214e+08 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8300 members 
Mstep: Class 4 contains 48778 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 6222 members 
Mstep: Class 7 contains 44180 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 47645 members 
Mstep: Class 10 contains 51060 members 
Mstep: Class 11 contains 8316 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 11614 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44742 members 
Mstep: Class 17 contains 29241 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 19 contains 41380 members 
Mstep: Class 20 contains 47858 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49538 members 
Mstep: Class 23 contains 46698 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48369 members 
Mstep: Class 26 contains 1772 members 
Mstep: Class 27 contains 57653 members 
Mstep: Class 28 contains 50088 members 
Mstep: Class 29 contains 1692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121216.000000 Penalty: 97259.320312
Iteration 107Q: 30 clusters Score -1.371212e+08 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8258 members 
Mstep: Class 4 contains 48647 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 44165 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 47741 members 
Mstep: Class 10 contains 51021 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43860 members 
Mstep: Class 14 contains 11669 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44826 members 
Mstep: Class 17 contains 29232 members 
Mstep: Class 18 contains 48256 members 
Mstep: Class 19 contains 41246 members 
Mstep: Class 20 contains 47896 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49551 members 
Mstep: Class 23 contains 46738 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48361 members 
Mstep: Class 26 contains 1774 members 
Mstep: Class 27 contains 57689 members 
Mstep: Class 28 contains 49945 members 
Mstep: Class 29 contains 1693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121456.000000 Penalty: 97259.320312
Iteration 108Q: 30 clusters Score -1.371215e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8198 members 
Mstep: Class 4 contains 48549 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 44127 members 
Mstep: Class 8 contains 689 members 
Mstep: Class 9 contains 47784 members 
Mstep: Class 10 contains 51030 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43871 members 
Mstep: Class 14 contains 11727 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44887 members 
Mstep: Class 17 contains 29206 members 
Mstep: Class 18 contains 48407 members 
Mstep: Class 19 contains 41071 members 
Mstep: Class 20 contains 47904 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49583 members 
Mstep: Class 23 contains 46830 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48366 members 
Mstep: Class 26 contains 1775 members 
Mstep: Class 27 contains 57747 members 
Mstep: Class 28 contains 49796 members 
Mstep: Class 29 contains 1694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121872.000000 Penalty: 97259.320312
Iteration 109Q: 30 clusters Score -1.371219e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8146 members 
Mstep: Class 4 contains 48444 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 6218 members 
Mstep: Class 7 contains 44097 members 
Mstep: Class 8 contains 690 members 
Mstep: Class 9 contains 47809 members 
Mstep: Class 10 contains 51073 members 
Mstep: Class 11 contains 8343 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43866 members 
Mstep: Class 14 contains 11783 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44922 members 
Mstep: Class 17 contains 29196 members 
Mstep: Class 18 contains 48514 members 
Mstep: Class 19 contains 40963 members 
Mstep: Class 20 contains 47910 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49563 members 
Mstep: Class 23 contains 46931 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48399 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 57794 members 
Mstep: Class 28 contains 49678 members 
Mstep: Class 29 contains 1696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121632.000000 Penalty: 97259.320312
Iteration 110Q: 30 clusters Score -1.371216e+08 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8096 members 
Mstep: Class 4 contains 48376 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 6215 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47828 members 
Mstep: Class 10 contains 51062 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43882 members 
Mstep: Class 14 contains 11822 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 44990 members 
Mstep: Class 17 contains 29179 members 
Mstep: Class 18 contains 48564 members 
Mstep: Class 19 contains 40879 members 
Mstep: Class 20 contains 47906 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49605 members 
Mstep: Class 23 contains 47061 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48383 members 
Mstep: Class 26 contains 1782 members 
Mstep: Class 27 contains 57900 members 
Mstep: Class 28 contains 49524 members 
Mstep: Class 29 contains 1698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121936.000000 Penalty: 97259.320312
Iteration 111Q: 30 clusters Score -1.371219e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8059 members 
Mstep: Class 4 contains 48265 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 6214 members 
Mstep: Class 7 contains 43972 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47858 members 
Mstep: Class 10 contains 50994 members 
Mstep: Class 11 contains 8359 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43887 members 
Mstep: Class 14 contains 11869 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45083 members 
Mstep: Class 17 contains 29163 members 
Mstep: Class 18 contains 48571 members 
Mstep: Class 19 contains 40778 members 
Mstep: Class 20 contains 47932 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49664 members 
Mstep: Class 23 contains 47205 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48387 members 
Mstep: Class 26 contains 1783 members 
Mstep: Class 27 contains 57983 members 
Mstep: Class 28 contains 49395 members 
Mstep: Class 29 contains 1700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121696.000000 Penalty: 97259.320312
Iteration 112Q: 30 clusters Score -1.371217e+08 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 8010 members 
Mstep: Class 4 contains 48170 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 6221 members 
Mstep: Class 7 contains 43911 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47880 members 
Mstep: Class 10 contains 50981 members 
Mstep: Class 11 contains 8355 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43890 members 
Mstep: Class 14 contains 11915 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 29135 members 
Mstep: Class 18 contains 48578 members 
Mstep: Class 19 contains 40689 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49735 members 
Mstep: Class 23 contains 47369 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48363 members 
Mstep: Class 26 contains 1783 members 
Mstep: Class 27 contains 58091 members 
Mstep: Class 28 contains 49262 members 
Mstep: Class 29 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121936.000000 Penalty: 97259.320312
Iteration 113Q: 30 clusters Score -1.371219e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 48080 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 6219 members 
Mstep: Class 7 contains 43843 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47867 members 
Mstep: Class 10 contains 50960 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43886 members 
Mstep: Class 14 contains 11955 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45199 members 
Mstep: Class 17 contains 29129 members 
Mstep: Class 18 contains 48535 members 
Mstep: Class 19 contains 40579 members 
Mstep: Class 20 contains 48024 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49722 members 
Mstep: Class 23 contains 47550 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48377 members 
Mstep: Class 26 contains 1784 members 
Mstep: Class 27 contains 58204 members 
Mstep: Class 28 contains 49169 members 
Mstep: Class 29 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121504.000000 Penalty: 97259.320312
Iteration 114Q: 30 clusters Score -1.371215e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7950 members 
Mstep: Class 4 contains 47975 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 6220 members 
Mstep: Class 7 contains 43782 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47862 members 
Mstep: Class 10 contains 50868 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43886 members 
Mstep: Class 14 contains 12000 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45259 members 
Mstep: Class 17 contains 29126 members 
Mstep: Class 18 contains 48482 members 
Mstep: Class 19 contains 40494 members 
Mstep: Class 20 contains 48063 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49772 members 
Mstep: Class 23 contains 47784 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48368 members 
Mstep: Class 26 contains 1786 members 
Mstep: Class 27 contains 58310 members 
Mstep: Class 28 contains 49063 members 
Mstep: Class 29 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121664.000000 Penalty: 97259.320312
Iteration 115Q: 30 clusters Score -1.371217e+08 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7918 members 
Mstep: Class 4 contains 47864 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 6211 members 
Mstep: Class 7 contains 43695 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47839 members 
Mstep: Class 10 contains 50829 members 
Mstep: Class 11 contains 8367 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43882 members 
Mstep: Class 14 contains 12045 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 29126 members 
Mstep: Class 18 contains 48367 members 
Mstep: Class 19 contains 40402 members 
Mstep: Class 20 contains 48134 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49794 members 
Mstep: Class 23 contains 48024 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48377 members 
Mstep: Class 26 contains 1787 members 
Mstep: Class 27 contains 58407 members 
Mstep: Class 28 contains 49011 members 
Mstep: Class 29 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121824.000000 Penalty: 97259.320312
Iteration 116Q: 30 clusters Score -1.371218e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7881 members 
Mstep: Class 4 contains 47779 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 43623 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47808 members 
Mstep: Class 10 contains 50760 members 
Mstep: Class 11 contains 8366 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43880 members 
Mstep: Class 14 contains 12101 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45345 members 
Mstep: Class 17 contains 29130 members 
Mstep: Class 18 contains 48334 members 
Mstep: Class 19 contains 40342 members 
Mstep: Class 20 contains 48206 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49775 members 
Mstep: Class 23 contains 48274 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48383 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 58447 members 
Mstep: Class 28 contains 48985 members 
Mstep: Class 29 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122128.000000 Penalty: 97259.320312
Iteration 117Q: 30 clusters Score -1.371221e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7851 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 6202 members 
Mstep: Class 7 contains 43593 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47775 members 
Mstep: Class 10 contains 50719 members 
Mstep: Class 11 contains 8370 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43883 members 
Mstep: Class 14 contains 12147 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45356 members 
Mstep: Class 17 contains 29115 members 
Mstep: Class 18 contains 48296 members 
Mstep: Class 19 contains 40263 members 
Mstep: Class 20 contains 48242 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49823 members 
Mstep: Class 23 contains 48494 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48390 members 
Mstep: Class 26 contains 1789 members 
Mstep: Class 27 contains 58472 members 
Mstep: Class 28 contains 48960 members 
Mstep: Class 29 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121904.000000 Penalty: 97259.320312
Iteration 118Q: 30 clusters Score -1.371219e+08 nChanged 2946
Entering ConstructFrom: 
Score: -137121904.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36406.238281 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36406.24 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36708.007812 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36708.01 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36823.242188 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36823.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36909.859375 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -36909.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -37017.863281 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37017.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37085.285156 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37085.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37110.800781 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37146.656250 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37146.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -37195.597656 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -37229.277344 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -37229.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37241.039062 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -37241.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37258.054688 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -37258.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37289.105469 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -37289.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37296.953125 Penalty: 2997.145996
	Iteration 13F: 3 clusters Score -37296.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37334.492188 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -37334.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37349.011719 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -37349.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37349.011719 Penalty: 2997.145996
	Iteration 16F: 3 clusters Score -37349.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85220.859375 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85220.86 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -85657.554688 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85657.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85961.023438 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85961.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86130.414062 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86130.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86219.921875 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86219.92 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86296.945312 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86296.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -86362.671875 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86362.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -86417.390625 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86417.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86490.585938 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86490.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -86497.507812 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86497.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86499.617188 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86499.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86499.617188 Penalty: 3256.371582
	Iteration 11F: 3 clusters Score -86499.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Entering Unmasked Estep 
Score: -1436792.000000 Penalty: 2222.863770
	Iteration 0F: 2 clusters Score -1436792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1430468.875000 Penalty: 4445.727539
	Iteration 0F: 3 clusters Score -1430469 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1432214.000000 Penalty: 4445.727539
	Iteration 1F: 3 clusters Score -1432214 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1432432.375000 Penalty: 4445.727539
	Iteration 2F: 3 clusters Score -1432432 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1432563.750000 Penalty: 4445.727539
	Iteration 3Q: 3 clusters Score -1432564 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1432659.125000 Penalty: 4445.727539
	Iteration 4Q: 3 clusters Score -1432659 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1432720.875000 Penalty: 4445.727539
	Iteration 5Q: 3 clusters Score -1432721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1432761.000000 Penalty: 4445.727539
	Iteration 6Q: 3 clusters Score -1432761 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1432789.500000 Penalty: 4445.727539
	Iteration 7Q: 3 clusters Score -1432790 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1432823.500000 Penalty: 4445.727539
	Iteration 8Q: 3 clusters Score -1432824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1432846.750000 Penalty: 4445.727539
	Iteration 9Q: 3 clusters Score -1432847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1432874.125000 Penalty: 4445.727539
	Iteration 10Q: 3 clusters Score -1432874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1432889.875000 Penalty: 4445.727539
	Iteration 11Q: 3 clusters Score -1432890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1432906.000000 Penalty: 4445.727539
	Iteration 12Q: 3 clusters Score -1432906 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1432922.625000 Penalty: 4445.727539
	Iteration 13Q: 3 clusters Score -1432923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1432928.750000 Penalty: 4445.727539
	Iteration 14Q: 3 clusters Score -1432929 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1432943.125000 Penalty: 4445.727539
	Iteration 15Q: 3 clusters Score -1432943 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1432955.250000 Penalty: 4445.727539
	Iteration 16Q: 3 clusters Score -1432955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1432963.875000 Penalty: 4445.727539
	Iteration 17Q: 3 clusters Score -1432964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1432983.875000 Penalty: 4445.727539
	Iteration 18Q: 3 clusters Score -1432984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1432995.625000 Penalty: 4445.727539
	Iteration 19Q: 3 clusters Score -1432996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1433005.250000 Penalty: 4445.727539
	Iteration 20F: 3 clusters Score -1433005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1433015.125000 Penalty: 4445.727539
	Iteration 21Q: 3 clusters Score -1433015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1433027.500000 Penalty: 4445.727539
	Iteration 22Q: 3 clusters Score -1433028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1433032.250000 Penalty: 4445.727539
	Iteration 23Q: 3 clusters Score -1433032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1433045.250000 Penalty: 4445.727539
	Iteration 24Q: 3 clusters Score -1433045 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1433052.000000 Penalty: 4445.727539
	Iteration 25Q: 3 clusters Score -1433052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1433064.125000 Penalty: 4445.727539
	Iteration 26Q: 3 clusters Score -1433064 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1433072.000000 Penalty: 4445.727539
	Iteration 27Q: 3 clusters Score -1433072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1433082.625000 Penalty: 4445.727539
	Iteration 28Q: 3 clusters Score -1433083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1433092.125000 Penalty: 4445.727539
	Iteration 29Q: 3 clusters Score -1433092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1433101.625000 Penalty: 4445.727539
	Iteration 30Q: 3 clusters Score -1433102 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1433114.125000 Penalty: 4445.727539
	Iteration 31Q: 3 clusters Score -1433114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1433131.125000 Penalty: 4445.727539
	Iteration 32Q: 3 clusters Score -1433131 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1433147.750000 Penalty: 4445.727539
	Iteration 33Q: 3 clusters Score -1433148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1433169.125000 Penalty: 4445.727539
	Iteration 34Q: 3 clusters Score -1433169 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1433188.500000 Penalty: 4445.727539
	Iteration 35Q: 3 clusters Score -1433188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1433210.875000 Penalty: 4445.727539
	Iteration 36Q: 3 clusters Score -1433211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1433236.875000 Penalty: 4445.727539
	Iteration 37Q: 3 clusters Score -1433237 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1433259.500000 Penalty: 4445.727539
	Iteration 38Q: 3 clusters Score -1433260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1433293.625000 Penalty: 4445.727539
	Iteration 39Q: 3 clusters Score -1433294 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1433331.250000 Penalty: 4445.727539
	Iteration 40F: 3 clusters Score -1433331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1433374.875000 Penalty: 4445.727539
	Iteration 41Q: 3 clusters Score -1433375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1433433.250000 Penalty: 4445.727539
	Iteration 42Q: 3 clusters Score -1433433 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1433512.750000 Penalty: 4445.727539
	Iteration 43Q: 3 clusters Score -1433513 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1433588.000000 Penalty: 4445.727539
	Iteration 44Q: 3 clusters Score -1433588 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1433674.500000 Penalty: 4445.727539
	Iteration 45Q: 3 clusters Score -1433674 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1433766.875000 Penalty: 4445.727539
	Iteration 46Q: 3 clusters Score -1433767 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1433873.625000 Penalty: 4445.727539
	Iteration 47Q: 3 clusters Score -1433874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1434000.000000 Penalty: 4445.727539
	Iteration 48Q: 3 clusters Score -1434000 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1434140.625000 Penalty: 4445.727539
	Iteration 49Q: 3 clusters Score -1434141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1434261.125000 Penalty: 4445.727539
	Iteration 50Q: 3 clusters Score -1434261 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1434372.125000 Penalty: 4445.727539
	Iteration 51Q: 3 clusters Score -1434372 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1434455.625000 Penalty: 4445.727539
	Iteration 52Q: 3 clusters Score -1434456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1434519.500000 Penalty: 4445.727539
	Iteration 53Q: 3 clusters Score -1434520 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1434568.125000 Penalty: 4445.727539
	Iteration 54Q: 3 clusters Score -1434568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1434597.750000 Penalty: 4445.727539
	Iteration 55Q: 3 clusters Score -1434598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1434624.625000 Penalty: 4445.727539
	Iteration 56Q: 3 clusters Score -1434625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1434647.000000 Penalty: 4445.727539
	Iteration 57Q: 3 clusters Score -1434647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1434667.500000 Penalty: 4445.727539
	Iteration 58Q: 3 clusters Score -1434668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1434685.750000 Penalty: 4445.727539
	Iteration 59Q: 3 clusters Score -1434686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1434704.750000 Penalty: 4445.727539
	Iteration 60F: 3 clusters Score -1434705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1434722.500000 Penalty: 4445.727539
	Iteration 61Q: 3 clusters Score -1434722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1434741.375000 Penalty: 4445.727539
	Iteration 62Q: 3 clusters Score -1434741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1434755.250000 Penalty: 4445.727539
	Iteration 63Q: 3 clusters Score -1434755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1434765.375000 Penalty: 4445.727539
	Iteration 64Q: 3 clusters Score -1434765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1434788.000000 Penalty: 4445.727539
	Iteration 65Q: 3 clusters Score -1434788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1434803.750000 Penalty: 4445.727539
	Iteration 66Q: 3 clusters Score -1434804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1434813.125000 Penalty: 4445.727539
	Iteration 67Q: 3 clusters Score -1434813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1434813.375000 Penalty: 4445.727539
	Iteration 68Q: 3 clusters Score -1434813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1434814.875000 Penalty: 4445.727539
	Iteration 69Q: 3 clusters Score -1434815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1434814.875000 Penalty: 4445.727539
	Iteration 70F: 3 clusters Score -1434815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Entering Unmasked Estep 
Score: -8793290.000000 Penalty: 2671.012207
	Iteration 0F: 2 clusters Score -8793290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8762421.000000 Penalty: 5342.024414
	Iteration 0F: 3 clusters Score -8762421 nChanged 21741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -8774529.000000 Penalty: 5342.024414
	Iteration 1F: 3 clusters Score -8774529 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -8775007.000000 Penalty: 5342.024414
	Iteration 2Q: 3 clusters Score -8775007 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -8775451.000000 Penalty: 5342.024414
	Iteration 3Q: 3 clusters Score -8775451 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8775866.000000 Penalty: 5342.024414
	Iteration 4Q: 3 clusters Score -8775866 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -8776312.000000 Penalty: 5342.024414
	Iteration 5Q: 3 clusters Score -8776312 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -8776915.000000 Penalty: 5342.024414
	Iteration 6Q: 3 clusters Score -8776915 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -8777786.000000 Penalty: 5342.024414
	Iteration 7Q: 3 clusters Score -8777786 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -8779106.000000 Penalty: 5342.024414
	Iteration 8Q: 3 clusters Score -8779106 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -8781236.000000 Penalty: 5342.024414
	Iteration 9F: 3 clusters Score -8781236 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -8783732.000000 Penalty: 5342.024414
	Iteration 10F: 3 clusters Score -8783732 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -8785952.000000 Penalty: 5342.024414
	Iteration 11F: 3 clusters Score -8785952 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -8787695.000000 Penalty: 5342.024414
	Iteration 12Q: 3 clusters Score -8787695 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8788842.000000 Penalty: 5342.024414
	Iteration 13Q: 3 clusters Score -8788842 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8789592.000000 Penalty: 5342.024414
	Iteration 14Q: 3 clusters Score -8789592 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8790026.000000 Penalty: 5342.024414
	Iteration 15Q: 3 clusters Score -8790026 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8790304.000000 Penalty: 5342.024414
	Iteration 16Q: 3 clusters Score -8790304 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8790539.000000 Penalty: 5342.024414
	Iteration 17Q: 3 clusters Score -8790539 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8790676.000000 Penalty: 5342.024414
	Iteration 18Q: 3 clusters Score -8790676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8790768.000000 Penalty: 5342.024414
	Iteration 19Q: 3 clusters Score -8790768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8790849.000000 Penalty: 5342.024414
	Iteration 20F: 3 clusters Score -8790849 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -8790895.000000 Penalty: 5342.024414
	Iteration 21Q: 3 clusters Score -8790895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8790943.000000 Penalty: 5342.024414
	Iteration 22Q: 3 clusters Score -8790943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -8790965.000000 Penalty: 5342.024414
	Iteration 23Q: 3 clusters Score -8790965 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -8790976.000000 Penalty: 5342.024414
	Iteration 24Q: 3 clusters Score -8790976 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8791004.000000 Penalty: 5342.024414
	Iteration 25Q: 3 clusters Score -8791004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8791013.000000 Penalty: 5342.024414
	Iteration 26Q: 3 clusters Score -8791013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8791024.000000 Penalty: 5342.024414
	Iteration 27Q: 3 clusters Score -8791024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8791041.000000 Penalty: 5342.024414
	Iteration 28Q: 3 clusters Score -8791041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8791043.000000 Penalty: 5342.024414
	Iteration 29Q: 3 clusters Score -8791043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -8791046.000000 Penalty: 5342.024414
	Iteration 30Q: 3 clusters Score -8791046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -8791059.000000 Penalty: 5342.024414
	Iteration 31Q: 3 clusters Score -8791059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8791067.000000 Penalty: 5342.024414
	Iteration 32Q: 3 clusters Score -8791067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8791069.000000 Penalty: 5342.024414
	Iteration 33Q: 3 clusters Score -8791069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -8791070.000000 Penalty: 5342.024414
	Iteration 34Q: 3 clusters Score -8791070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -8791072.000000 Penalty: 5342.024414
	Iteration 35Q: 3 clusters Score -8791072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8791078.000000 Penalty: 5342.024414
	Iteration 36Q: 3 clusters Score -8791078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8791093.000000 Penalty: 5342.024414
	Iteration 37Q: 3 clusters Score -8791093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -8791088.000000 Penalty: 5342.024414
	Iteration 38Q: 3 clusters Score -8791088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -8791093.000000 Penalty: 5342.024414
	Iteration 39Q: 3 clusters Score -8791093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -8791091.000000 Penalty: 5342.024414
	Iteration 40F: 3 clusters Score -8791091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8791092.000000 Penalty: 5342.024414
	Iteration 41Q: 3 clusters Score -8791092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8791087.000000 Penalty: 5342.024414
	Iteration 42Q: 3 clusters Score -8791087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8791088.000000 Penalty: 5342.024414
	Iteration 43Q: 3 clusters Score -8791088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8791084.000000 Penalty: 5342.024414
	Iteration 44Q: 3 clusters Score -8791084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -8791095.000000 Penalty: 5342.024414
	Iteration 45Q: 3 clusters Score -8791095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -8791095.000000 Penalty: 5342.024414
	Iteration 46F: 3 clusters Score -8791095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -822174.125000 Penalty: 2082.022217
	Iteration 0F: 2 clusters Score -822174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -818043.187500 Penalty: 4164.044434
	Iteration 0F: 3 clusters Score -818043.2 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -818965.875000 Penalty: 4164.044434
	Iteration 1F: 3 clusters Score -818965.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -819146.500000 Penalty: 4164.044434
	Iteration 2F: 3 clusters Score -819146.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -819250.562500 Penalty: 4164.044434
	Iteration 3Q: 3 clusters Score -819250.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -819317.812500 Penalty: 4164.044434
	Iteration 4Q: 3 clusters Score -819317.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -819377.437500 Penalty: 4164.044434
	Iteration 5Q: 3 clusters Score -819377.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -819419.125000 Penalty: 4164.044434
	Iteration 6Q: 3 clusters Score -819419.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -819460.500000 Penalty: 4164.044434
	Iteration 7Q: 3 clusters Score -819460.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -819497.750000 Penalty: 4164.044434
	Iteration 8Q: 3 clusters Score -819497.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -819523.312500 Penalty: 4164.044434
	Iteration 9Q: 3 clusters Score -819523.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -819547.562500 Penalty: 4164.044434
	Iteration 10Q: 3 clusters Score -819547.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -819568.687500 Penalty: 4164.044434
	Iteration 11Q: 3 clusters Score -819568.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -819583.812500 Penalty: 4164.044434
	Iteration 12Q: 3 clusters Score -819583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -819598.562500 Penalty: 4164.044434
	Iteration 13Q: 3 clusters Score -819598.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -819609.312500 Penalty: 4164.044434
	Iteration 14Q: 3 clusters Score -819609.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -819628.687500 Penalty: 4164.044434
	Iteration 15Q: 3 clusters Score -819628.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -819647.375000 Penalty: 4164.044434
	Iteration 16Q: 3 clusters Score -819647.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -819663.937500 Penalty: 4164.044434
	Iteration 17Q: 3 clusters Score -819663.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -819682.875000 Penalty: 4164.044434
	Iteration 18Q: 3 clusters Score -819682.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -819696.687500 Penalty: 4164.044434
	Iteration 19Q: 3 clusters Score -819696.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -819713.375000 Penalty: 4164.044434
	Iteration 20F: 3 clusters Score -819713.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -819735.500000 Penalty: 4164.044434
	Iteration 21Q: 3 clusters Score -819735.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -819754.937500 Penalty: 4164.044434
	Iteration 22Q: 3 clusters Score -819754.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -819773.250000 Penalty: 4164.044434
	Iteration 23Q: 3 clusters Score -819773.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -819794.812500 Penalty: 4164.044434
	Iteration 24Q: 3 clusters Score -819794.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -819816.187500 Penalty: 4164.044434
	Iteration 25Q: 3 clusters Score -819816.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -819830.625000 Penalty: 4164.044434
	Iteration 26Q: 3 clusters Score -819830.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -819849.625000 Penalty: 4164.044434
	Iteration 27Q: 3 clusters Score -819849.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -819867.375000 Penalty: 4164.044434
	Iteration 28Q: 3 clusters Score -819867.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -819883.562500 Penalty: 4164.044434
	Iteration 29Q: 3 clusters Score -819883.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -819901.937500 Penalty: 4164.044434
	Iteration 30Q: 3 clusters Score -819901.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -819926.187500 Penalty: 4164.044434
	Iteration 31Q: 3 clusters Score -819926.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -819956.250000 Penalty: 4164.044434
	Iteration 32Q: 3 clusters Score -819956.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -819989.000000 Penalty: 4164.044434
	Iteration 33Q: 3 clusters Score -819989 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -820027.312500 Penalty: 4164.044434
	Iteration 34Q: 3 clusters Score -820027.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -820063.375000 Penalty: 4164.044434
	Iteration 35Q: 3 clusters Score -820063.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -820092.812500 Penalty: 4164.044434
	Iteration 36Q: 3 clusters Score -820092.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -820110.562500 Penalty: 4164.044434
	Iteration 37Q: 3 clusters Score -820110.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -820124.125000 Penalty: 4164.044434
	Iteration 38Q: 3 clusters Score -820124.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -820140.125000 Penalty: 4164.044434
	Iteration 39Q: 3 clusters Score -820140.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -820152.000000 Penalty: 4164.044434
	Iteration 40F: 3 clusters Score -820152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -820165.750000 Penalty: 4164.044434
	Iteration 41Q: 3 clusters Score -820165.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -820176.062500 Penalty: 4164.044434
	Iteration 42Q: 3 clusters Score -820176.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -820188.812500 Penalty: 4164.044434
	Iteration 43Q: 3 clusters Score -820188.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -820201.375000 Penalty: 4164.044434
	Iteration 44Q: 3 clusters Score -820201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -820215.687500 Penalty: 4164.044434
	Iteration 45Q: 3 clusters Score -820215.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -820227.500000 Penalty: 4164.044434
	Iteration 46Q: 3 clusters Score -820227.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -820240.875000 Penalty: 4164.044434
	Iteration 47Q: 3 clusters Score -820240.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -820255.437500 Penalty: 4164.044434
	Iteration 48Q: 3 clusters Score -820255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -820268.750000 Penalty: 4164.044434
	Iteration 49Q: 3 clusters Score -820268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -820279.937500 Penalty: 4164.044434
	Iteration 50Q: 3 clusters Score -820279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -820289.937500 Penalty: 4164.044434
	Iteration 51Q: 3 clusters Score -820289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -820295.250000 Penalty: 4164.044434
	Iteration 52Q: 3 clusters Score -820295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -820303.000000 Penalty: 4164.044434
	Iteration 53Q: 3 clusters Score -820303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -820314.562500 Penalty: 4164.044434
	Iteration 54Q: 3 clusters Score -820314.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -820319.812500 Penalty: 4164.044434
	Iteration 55Q: 3 clusters Score -820319.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -820325.250000 Penalty: 4164.044434
	Iteration 56Q: 3 clusters Score -820325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -820328.125000 Penalty: 4164.044434
	Iteration 57Q: 3 clusters Score -820328.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -820329.437500 Penalty: 4164.044434
	Iteration 58Q: 3 clusters Score -820329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -820331.312500 Penalty: 4164.044434
	Iteration 59Q: 3 clusters Score -820331.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -820333.750000 Penalty: 4164.044434
	Iteration 60F: 3 clusters Score -820333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -820336.875000 Penalty: 4164.044434
	Iteration 61Q: 3 clusters Score -820336.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -820343.312500 Penalty: 4164.044434
	Iteration 62Q: 3 clusters Score -820343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -820348.437500 Penalty: 4164.044434
	Iteration 63Q: 3 clusters Score -820348.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -820351.562500 Penalty: 4164.044434
	Iteration 64Q: 3 clusters Score -820351.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -820353.562500 Penalty: 4164.044434
	Iteration 65Q: 3 clusters Score -820353.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -820355.875000 Penalty: 4164.044434
	Iteration 66Q: 3 clusters Score -820355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -820357.125000 Penalty: 4164.044434
	Iteration 67Q: 3 clusters Score -820357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -820357.125000 Penalty: 4164.044434
	Iteration 68F: 3 clusters Score -820357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Entering Unmasked Estep 
Score: -1157418.250000 Penalty: 2165.651611
	Iteration 0F: 2 clusters Score -1157418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1152145.250000 Penalty: 4331.303223
	Iteration 0F: 3 clusters Score -1152145 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1153468.500000 Penalty: 4331.303223
	Iteration 1F: 3 clusters Score -1153468 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1153685.000000 Penalty: 4331.303223
	Iteration 2F: 3 clusters Score -1153685 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1153851.625000 Penalty: 4331.303223
	Iteration 3F: 3 clusters Score -1153852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1153999.750000 Penalty: 4331.303223
	Iteration 4Q: 3 clusters Score -1154000 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1154135.250000 Penalty: 4331.303223
	Iteration 5Q: 3 clusters Score -1154135 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1154257.250000 Penalty: 4331.303223
	Iteration 6Q: 3 clusters Score -1154257 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1154390.875000 Penalty: 4331.303223
	Iteration 7Q: 3 clusters Score -1154391 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1154542.000000 Penalty: 4331.303223
	Iteration 8Q: 3 clusters Score -1154542 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1154683.500000 Penalty: 4331.303223
	Iteration 9Q: 3 clusters Score -1154684 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1154838.000000 Penalty: 4331.303223
	Iteration 10Q: 3 clusters Score -1154838 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1154980.375000 Penalty: 4331.303223
	Iteration 11Q: 3 clusters Score -1154980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1155106.250000 Penalty: 4331.303223
	Iteration 12Q: 3 clusters Score -1155106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1155211.875000 Penalty: 4331.303223
	Iteration 13Q: 3 clusters Score -1155212 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1155303.500000 Penalty: 4331.303223
	Iteration 14Q: 3 clusters Score -1155304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1155369.500000 Penalty: 4331.303223
	Iteration 15Q: 3 clusters Score -1155370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1155412.250000 Penalty: 4331.303223
	Iteration 16Q: 3 clusters Score -1155412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1155463.250000 Penalty: 4331.303223
	Iteration 17Q: 3 clusters Score -1155463 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1155522.375000 Penalty: 4331.303223
	Iteration 18Q: 3 clusters Score -1155522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1155563.375000 Penalty: 4331.303223
	Iteration 19Q: 3 clusters Score -1155563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1155606.750000 Penalty: 4331.303223
	Iteration 20F: 3 clusters Score -1155607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1155656.875000 Penalty: 4331.303223
	Iteration 21Q: 3 clusters Score -1155657 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1155678.500000 Penalty: 4331.303223
	Iteration 22Q: 3 clusters Score -1155678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1155684.250000 Penalty: 4331.303223
	Iteration 23Q: 3 clusters Score -1155684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1155693.125000 Penalty: 4331.303223
	Iteration 24Q: 3 clusters Score -1155693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1155697.125000 Penalty: 4331.303223
	Iteration 25Q: 3 clusters Score -1155697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1155705.500000 Penalty: 4331.303223
	Iteration 26Q: 3 clusters Score -1155706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1155715.875000 Penalty: 4331.303223
	Iteration 27Q: 3 clusters Score -1155716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1155720.500000 Penalty: 4331.303223
	Iteration 28Q: 3 clusters Score -1155720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1155720.250000 Penalty: 4331.303223
	Iteration 29Q: 3 clusters Score -1155720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1155727.000000 Penalty: 4331.303223
	Iteration 30Q: 3 clusters Score -1155727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1155731.625000 Penalty: 4331.303223
	Iteration 31Q: 3 clusters Score -1155732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1155731.375000 Penalty: 4331.303223
	Iteration 32Q: 3 clusters Score -1155731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1155731.375000 Penalty: 4331.303223
	Iteration 33F: 3 clusters Score -1155731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Entering Unmasked Estep 
Score: -8126514.500000 Penalty: 2649.109863
	Iteration 0F: 2 clusters Score -8126514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8097253.500000 Penalty: 5298.219727
	Iteration 0F: 3 clusters Score -8097254 nChanged 20025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -8108841.000000 Penalty: 5298.219727
	Iteration 1F: 3 clusters Score -8108841 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -8110050.500000 Penalty: 5298.219727
	Iteration 2F: 3 clusters Score -8110050 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -8111545.000000 Penalty: 5298.219727
	Iteration 3F: 3 clusters Score -8111545 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8113402.500000 Penalty: 5298.219727
	Iteration 4F: 3 clusters Score -8113402 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8115943.500000 Penalty: 5298.219727
	Iteration 5F: 3 clusters Score -8115944 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8118839.000000 Penalty: 5298.219727
	Iteration 6F: 3 clusters Score -8118839 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -8121349.000000 Penalty: 5298.219727
	Iteration 7F: 3 clusters Score -8121349 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -8122604.000000 Penalty: 5298.219727
	Iteration 8Q: 3 clusters Score -8122604 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -8123186.500000 Penalty: 5298.219727
	Iteration 9Q: 3 clusters Score -8123186 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -8123550.500000 Penalty: 5298.219727
	Iteration 10Q: 3 clusters Score -8123550 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -8123743.000000 Penalty: 5298.219727
	Iteration 11Q: 3 clusters Score -8123743 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -8123867.000000 Penalty: 5298.219727
	Iteration 12Q: 3 clusters Score -8123867 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -8123980.500000 Penalty: 5298.219727
	Iteration 13Q: 3 clusters Score -8123980 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -8124098.000000 Penalty: 5298.219727
	Iteration 14Q: 3 clusters Score -8124098 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -8124169.500000 Penalty: 5298.219727
	Iteration 15Q: 3 clusters Score -8124170 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -8124211.500000 Penalty: 5298.219727
	Iteration 16Q: 3 clusters Score -8124212 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -8124247.000000 Penalty: 5298.219727
	Iteration 17Q: 3 clusters Score -8124247 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -8124312.500000 Penalty: 5298.219727
	Iteration 18Q: 3 clusters Score -8124312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8124353.000000 Penalty: 5298.219727
	Iteration 19Q: 3 clusters Score -8124353 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -8124403.500000 Penalty: 5298.219727
	Iteration 20F: 3 clusters Score -8124404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -8124435.500000 Penalty: 5298.219727
	Iteration 21Q: 3 clusters Score -8124436 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -8124463.500000 Penalty: 5298.219727
	Iteration 22Q: 3 clusters Score -8124464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -8124483.000000 Penalty: 5298.219727
	Iteration 23Q: 3 clusters Score -8124483 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -8124514.000000 Penalty: 5298.219727
	Iteration 24Q: 3 clusters Score -8124514 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -8124526.000000 Penalty: 5298.219727
	Iteration 25Q: 3 clusters Score -8124526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8124559.500000 Penalty: 5298.219727
	Iteration 26Q: 3 clusters Score -8124560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -8124561.500000 Penalty: 5298.219727
	Iteration 27Q: 3 clusters Score -8124562 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8124579.500000 Penalty: 5298.219727
	Iteration 28Q: 3 clusters Score -8124580 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -8124614.000000 Penalty: 5298.219727
	Iteration 29Q: 3 clusters Score -8124614 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -8124627.500000 Penalty: 5298.219727
	Iteration 30Q: 3 clusters Score -8124628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -8124664.500000 Penalty: 5298.219727
	Iteration 31Q: 3 clusters Score -8124664 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -8124677.000000 Penalty: 5298.219727
	Iteration 32Q: 3 clusters Score -8124677 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -8124694.000000 Penalty: 5298.219727
	Iteration 33Q: 3 clusters Score -8124694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -8124715.500000 Penalty: 5298.219727
	Iteration 34Q: 3 clusters Score -8124716 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -8124721.500000 Penalty: 5298.219727
	Iteration 35Q: 3 clusters Score -8124722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -8124742.500000 Penalty: 5298.219727
	Iteration 36Q: 3 clusters Score -8124742 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -8124749.500000 Penalty: 5298.219727
	Iteration 37Q: 3 clusters Score -8124750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -8124783.500000 Penalty: 5298.219727
	Iteration 38Q: 3 clusters Score -8124784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -8124801.500000 Penalty: 5298.219727
	Iteration 39Q: 3 clusters Score -8124802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8124820.000000 Penalty: 5298.219727
	Iteration 40F: 3 clusters Score -8124820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -8124801.000000 Penalty: 5298.219727
	Iteration 41Q: 3 clusters Score -8124801 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8124805.000000 Penalty: 5298.219727
	Iteration 42Q: 3 clusters Score -8124805 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8124825.000000 Penalty: 5298.219727
	Iteration 43Q: 3 clusters Score -8124825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8124836.500000 Penalty: 5298.219727
	Iteration 44Q: 3 clusters Score -8124836 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -8124847.500000 Penalty: 5298.219727
	Iteration 45Q: 3 clusters Score -8124848 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -8124837.500000 Penalty: 5298.219727
	Iteration 46Q: 3 clusters Score -8124838 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -8124873.500000 Penalty: 5298.219727
	Iteration 47Q: 3 clusters Score -8124874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -8124876.000000 Penalty: 5298.219727
	Iteration 48Q: 3 clusters Score -8124876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8124871.000000 Penalty: 5298.219727
	Iteration 49Q: 3 clusters Score -8124871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -8124892.500000 Penalty: 5298.219727
	Iteration 50Q: 3 clusters Score -8124892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8124894.500000 Penalty: 5298.219727
	Iteration 51Q: 3 clusters Score -8124894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -8124894.500000 Penalty: 5298.219727
	Iteration 52Q: 3 clusters Score -8124894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -8124911.500000 Penalty: 5298.219727
	Iteration 53Q: 3 clusters Score -8124912 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -8124892.500000 Penalty: 5298.219727
	Iteration 54Q: 3 clusters Score -8124892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8124898.500000 Penalty: 5298.219727
	Iteration 55Q: 3 clusters Score -8124898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -8124886.000000 Penalty: 5298.219727
	Iteration 56Q: 3 clusters Score -8124886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -8124894.500000 Penalty: 5298.219727
	Iteration 57Q: 3 clusters Score -8124894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -8124900.500000 Penalty: 5298.219727
	Iteration 58Q: 3 clusters Score -8124900 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -8124896.500000 Penalty: 5298.219727
	Iteration 59Q: 3 clusters Score -8124896 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8124893.000000 Penalty: 5298.219727
	Iteration 60F: 3 clusters Score -8124893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8124909.000000 Penalty: 5298.219727
	Iteration 61Q: 3 clusters Score -8124909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -8124907.500000 Penalty: 5298.219727
	Iteration 62Q: 3 clusters Score -8124908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -8124901.000000 Penalty: 5298.219727
	Iteration 63Q: 3 clusters Score -8124901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8124899.000000 Penalty: 5298.219727
	Iteration 64Q: 3 clusters Score -8124899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8124920.000000 Penalty: 5298.219727
	Iteration 65Q: 3 clusters Score -8124920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -8124934.000000 Penalty: 5298.219727
	Iteration 66Q: 3 clusters Score -8124934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -8124936.000000 Penalty: 5298.219727
	Iteration 67Q: 3 clusters Score -8124936 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -8124930.500000 Penalty: 5298.219727
	Iteration 68Q: 3 clusters Score -8124930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -8124943.500000 Penalty: 5298.219727
	Iteration 69Q: 3 clusters Score -8124944 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8124944.500000 Penalty: 5298.219727
	Iteration 70Q: 3 clusters Score -8124944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8124940.000000 Penalty: 5298.219727
	Iteration 71Q: 3 clusters Score -8124940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8124939.000000 Penalty: 5298.219727
	Iteration 72Q: 3 clusters Score -8124939 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -8124950.500000 Penalty: 5298.219727
	Iteration 73Q: 3 clusters Score -8124950 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8124953.500000 Penalty: 5298.219727
	Iteration 74Q: 3 clusters Score -8124954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8124950.000000 Penalty: 5298.219727
	Iteration 75Q: 3 clusters Score -8124950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8124957.500000 Penalty: 5298.219727
	Iteration 76Q: 3 clusters Score -8124958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -8124967.500000 Penalty: 5298.219727
	Iteration 77Q: 3 clusters Score -8124968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8124986.000000 Penalty: 5298.219727
	Iteration 78Q: 3 clusters Score -8124986 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8124996.500000 Penalty: 5298.219727
	Iteration 79Q: 3 clusters Score -8124996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -8124997.500000 Penalty: 5298.219727
	Iteration 80F: 3 clusters Score -8124998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8124994.500000 Penalty: 5298.219727
	Iteration 81Q: 3 clusters Score -8124994 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -8124992.000000 Penalty: 5298.219727
	Iteration 82Q: 3 clusters Score -8124992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -8124998.500000 Penalty: 5298.219727
	Iteration 83Q: 3 clusters Score -8124998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -8125005.500000 Penalty: 5298.219727
	Iteration 84Q: 3 clusters Score -8125006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -8124999.000000 Penalty: 5298.219727
	Iteration 85Q: 3 clusters Score -8124999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8125004.500000 Penalty: 5298.219727
	Iteration 86Q: 3 clusters Score -8125004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -8124999.500000 Penalty: 5298.219727
	Iteration 87Q: 3 clusters Score -8125000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8125001.000000 Penalty: 5298.219727
	Iteration 88Q: 3 clusters Score -8125001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -8124994.500000 Penalty: 5298.219727
	Iteration 89Q: 3 clusters Score -8124994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8124990.000000 Penalty: 5298.219727
	Iteration 90Q: 3 clusters Score -8124990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8124991.000000 Penalty: 5298.219727
	Iteration 91Q: 3 clusters Score -8124991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -8124985.500000 Penalty: 5298.219727
	Iteration 92Q: 3 clusters Score -8124986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -8124988.500000 Penalty: 5298.219727
	Iteration 93Q: 3 clusters Score -8124988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -8124996.500000 Penalty: 5298.219727
	Iteration 94Q: 3 clusters Score -8124996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8124990.000000 Penalty: 5298.219727
	Iteration 95Q: 3 clusters Score -8124990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -8124984.000000 Penalty: 5298.219727
	Iteration 96Q: 3 clusters Score -8124984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8124989.500000 Penalty: 5298.219727
	Iteration 97Q: 3 clusters Score -8124990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8124994.500000 Penalty: 5298.219727
	Iteration 98Q: 3 clusters Score -8124994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8124996.000000 Penalty: 5298.219727
	Iteration 99Q: 3 clusters Score -8124996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -8124996.000000 Penalty: 5298.219727
	Iteration 100F: 3 clusters Score -8124996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8124999.000000 Penalty: 5298.219727
	Iteration 101Q: 3 clusters Score -8124999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8125002.000000 Penalty: 5298.219727
	Iteration 102Q: 3 clusters Score -8125002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -8125004.000000 Penalty: 5298.219727
	Iteration 103Q: 3 clusters Score -8125004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -8125012.000000 Penalty: 5298.219727
	Iteration 104Q: 3 clusters Score -8125012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -8125021.000000 Penalty: 5298.219727
	Iteration 105Q: 3 clusters Score -8125021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -8125013.500000 Penalty: 5298.219727
	Iteration 106Q: 3 clusters Score -8125014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8125031.500000 Penalty: 5298.219727
	Iteration 107Q: 3 clusters Score -8125032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -8125035.500000 Penalty: 5298.219727
	Iteration 108Q: 3 clusters Score -8125036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -8125029.500000 Penalty: 5298.219727
	Iteration 109Q: 3 clusters Score -8125030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -8125027.500000 Penalty: 5298.219727
	Iteration 110Q: 3 clusters Score -8125028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -8125029.500000 Penalty: 5298.219727
	Iteration 111Q: 3 clusters Score -8125030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8125022.000000 Penalty: 5298.219727
	Iteration 112Q: 3 clusters Score -8125022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -8125015.000000 Penalty: 5298.219727
	Iteration 113Q: 3 clusters Score -8125015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8125032.000000 Penalty: 5298.219727
	Iteration 114Q: 3 clusters Score -8125032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -8125042.000000 Penalty: 5298.219727
	Iteration 115Q: 3 clusters Score -8125042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -8125038.000000 Penalty: 5298.219727
	Iteration 116Q: 3 clusters Score -8125038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8125042.000000 Penalty: 5298.219727
	Iteration 117Q: 3 clusters Score -8125042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -8125034.000000 Penalty: 5298.219727
	Iteration 118Q: 3 clusters Score -8125034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8125033.000000 Penalty: 5298.219727
	Iteration 119Q: 3 clusters Score -8125033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8125041.000000 Penalty: 5298.219727
	Iteration 120F: 3 clusters Score -8125041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -8125051.000000 Penalty: 5298.219727
	Iteration 121Q: 3 clusters Score -8125051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8125051.000000 Penalty: 5298.219727
	Iteration 122Q: 3 clusters Score -8125051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8125043.000000 Penalty: 5298.219727
	Iteration 123Q: 3 clusters Score -8125043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8125045.500000 Penalty: 5298.219727
	Iteration 124Q: 3 clusters Score -8125046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8125035.000000 Penalty: 5298.219727
	Iteration 125Q: 3 clusters Score -8125035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8125033.000000 Penalty: 5298.219727
	Iteration 126Q: 3 clusters Score -8125033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -8125037.000000 Penalty: 5298.219727
	Iteration 127Q: 3 clusters Score -8125037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -8125039.500000 Penalty: 5298.219727
	Iteration 128Q: 3 clusters Score -8125040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -8125035.500000 Penalty: 5298.219727
	Iteration 129Q: 3 clusters Score -8125036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -8125043.000000 Penalty: 5298.219727
	Iteration 130Q: 3 clusters Score -8125043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8125036.000000 Penalty: 5298.219727
	Iteration 131Q: 3 clusters Score -8125036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -8125042.000000 Penalty: 5298.219727
	Iteration 132Q: 3 clusters Score -8125042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -8125045.500000 Penalty: 5298.219727
	Iteration 133Q: 3 clusters Score -8125046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8125049.000000 Penalty: 5298.219727
	Iteration 134Q: 3 clusters Score -8125049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -8125046.500000 Penalty: 5298.219727
	Iteration 135Q: 3 clusters Score -8125046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -8125041.000000 Penalty: 5298.219727
	Iteration 136Q: 3 clusters Score -8125041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -8125043.000000 Penalty: 5298.219727
	Iteration 137Q: 3 clusters Score -8125043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8125049.000000 Penalty: 5298.219727
	Iteration 138Q: 3 clusters Score -8125049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8125047.000000 Penalty: 5298.219727
	Iteration 139Q: 3 clusters Score -8125047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -8125048.000000 Penalty: 5298.219727
	Iteration 140F: 3 clusters Score -8125048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -8125048.000000 Penalty: 5298.219727
	Iteration 141Q: 3 clusters Score -8125048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -8125055.000000 Penalty: 5298.219727
	Iteration 142Q: 3 clusters Score -8125055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -8125055.000000 Penalty: 5298.219727
	Iteration 143F: 3 clusters Score -8125055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -118687.992188 Penalty: 1622.175415
	Iteration 0F: 2 clusters Score -118688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -117035.203125 Penalty: 3244.350830
	Iteration 0F: 3 clusters Score -117035.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -117358.109375 Penalty: 3244.350830
	Iteration 1F: 3 clusters Score -117358.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117441.515625 Penalty: 3244.350830
	Iteration 2F: 3 clusters Score -117441.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -117487.640625 Penalty: 3244.350830
	Iteration 3Q: 3 clusters Score -117487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117541.335938 Penalty: 3244.350830
	Iteration 4Q: 3 clusters Score -117541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -117574.671875 Penalty: 3244.350830
	Iteration 5Q: 3 clusters Score -117574.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -117618.570312 Penalty: 3244.350830
	Iteration 6Q: 3 clusters Score -117618.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -117652.890625 Penalty: 3244.350830
	Iteration 7Q: 3 clusters Score -117652.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117672.085938 Penalty: 3244.350830
	Iteration 8Q: 3 clusters Score -117672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -117688.218750 Penalty: 3244.350830
	Iteration 9Q: 3 clusters Score -117688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117695.187500 Penalty: 3244.350830
	Iteration 10Q: 3 clusters Score -117695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117704.359375 Penalty: 3244.350830
	Iteration 11Q: 3 clusters Score -117704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117712.570312 Penalty: 3244.350830
	Iteration 12Q: 3 clusters Score -117712.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -117723.718750 Penalty: 3244.350830
	Iteration 13Q: 3 clusters Score -117723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117751.218750 Penalty: 3244.350830
	Iteration 14Q: 3 clusters Score -117751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -117767.289062 Penalty: 3244.350830
	Iteration 15Q: 3 clusters Score -117767.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117780.976562 Penalty: 3244.350830
	Iteration 16Q: 3 clusters Score -117781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117785.421875 Penalty: 3244.350830
	Iteration 17Q: 3 clusters Score -117785.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117794.921875 Penalty: 3244.350830
	Iteration 18Q: 3 clusters Score -117794.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -117806.789062 Penalty: 3244.350830
	Iteration 19Q: 3 clusters Score -117806.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117819.265625 Penalty: 3244.350830
	Iteration 20F: 3 clusters Score -117819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -117822.632812 Penalty: 3244.350830
	Iteration 21Q: 3 clusters Score -117822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -117824.796875 Penalty: 3244.350830
	Iteration 22Q: 3 clusters Score -117824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -117827.335938 Penalty: 3244.350830
	Iteration 23Q: 3 clusters Score -117827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117830.562500 Penalty: 3244.350830
	Iteration 24Q: 3 clusters Score -117830.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -117830.562500 Penalty: 3244.350830
	Iteration 25F: 3 clusters Score -117830.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Entering Unmasked Estep 
Score: -8911885.000000 Penalty: 2672.140625
	Iteration 0F: 2 clusters Score -8911885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8881238.000000 Penalty: 5344.281250
	Iteration 0F: 3 clusters Score -8881238 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8893772.000000 Penalty: 5344.281250
	Iteration 1F: 3 clusters Score -8893772 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8895124.000000 Penalty: 5344.281250
	Iteration 2F: 3 clusters Score -8895124 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -8897105.000000 Penalty: 5344.281250
	Iteration 3F: 3 clusters Score -8897105 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -8900024.000000 Penalty: 5344.281250
	Iteration 4F: 3 clusters Score -8900024 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -8903468.000000 Penalty: 5344.281250
	Iteration 5F: 3 clusters Score -8903468 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -8906824.000000 Penalty: 5344.281250
	Iteration 6F: 3 clusters Score -8906824 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -8908859.000000 Penalty: 5344.281250
	Iteration 7Q: 3 clusters Score -8908859 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -8909724.000000 Penalty: 5344.281250
	Iteration 8Q: 3 clusters Score -8909724 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8909988.000000 Penalty: 5344.281250
	Iteration 9Q: 3 clusters Score -8909988 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8910185.000000 Penalty: 5344.281250
	Iteration 10Q: 3 clusters Score -8910185 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8910314.000000 Penalty: 5344.281250
	Iteration 11Q: 3 clusters Score -8910314 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8910428.000000 Penalty: 5344.281250
	Iteration 12Q: 3 clusters Score -8910428 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8910516.000000 Penalty: 5344.281250
	Iteration 13Q: 3 clusters Score -8910516 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -8910535.000000 Penalty: 5344.281250
	Iteration 14Q: 3 clusters Score -8910535 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8910592.000000 Penalty: 5344.281250
	Iteration 15Q: 3 clusters Score -8910592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -8910640.000000 Penalty: 5344.281250
	Iteration 16Q: 3 clusters Score -8910640 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -8910669.000000 Penalty: 5344.281250
	Iteration 17Q: 3 clusters Score -8910669 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8910702.000000 Penalty: 5344.281250
	Iteration 18Q: 3 clusters Score -8910702 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -8910730.000000 Penalty: 5344.281250
	Iteration 19Q: 3 clusters Score -8910730 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -8910766.000000 Penalty: 5344.281250
	Iteration 20F: 3 clusters Score -8910766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -8910765.000000 Penalty: 5344.281250
	Iteration 21Q: 3 clusters Score -8910765 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -8910809.000000 Penalty: 5344.281250
	Iteration 22Q: 3 clusters Score -8910809 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8910820.000000 Penalty: 5344.281250
	Iteration 23Q: 3 clusters Score -8910820 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -8910853.000000 Penalty: 5344.281250
	Iteration 24Q: 3 clusters Score -8910853 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8910871.000000 Penalty: 5344.281250
	Iteration 25Q: 3 clusters Score -8910871 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -8910866.000000 Penalty: 5344.281250
	Iteration 26Q: 3 clusters Score -8910866 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -8910888.000000 Penalty: 5344.281250
	Iteration 27Q: 3 clusters Score -8910888 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -8910900.000000 Penalty: 5344.281250
	Iteration 28Q: 3 clusters Score -8910900 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -8910921.000000 Penalty: 5344.281250
	Iteration 29Q: 3 clusters Score -8910921 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8910942.000000 Penalty: 5344.281250
	Iteration 30Q: 3 clusters Score -8910942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8910952.000000 Penalty: 5344.281250
	Iteration 31Q: 3 clusters Score -8910952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -8910963.000000 Penalty: 5344.281250
	Iteration 32Q: 3 clusters Score -8910963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8910977.000000 Penalty: 5344.281250
	Iteration 33Q: 3 clusters Score -8910977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8910999.000000 Penalty: 5344.281250
	Iteration 34Q: 3 clusters Score -8910999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8911002.000000 Penalty: 5344.281250
	Iteration 35Q: 3 clusters Score -8911002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8911035.000000 Penalty: 5344.281250
	Iteration 36Q: 3 clusters Score -8911035 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -8911030.000000 Penalty: 5344.281250
	Iteration 37Q: 3 clusters Score -8911030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8910994.000000 Penalty: 5344.281250
	Iteration 38Q: 3 clusters Score -8910994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8911008.000000 Penalty: 5344.281250
	Iteration 39Q: 3 clusters Score -8911008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8911031.000000 Penalty: 5344.281250
	Iteration 40F: 3 clusters Score -8911031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8911050.000000 Penalty: 5344.281250
	Iteration 41Q: 3 clusters Score -8911050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8911036.000000 Penalty: 5344.281250
	Iteration 42Q: 3 clusters Score -8911036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -8911049.000000 Penalty: 5344.281250
	Iteration 43Q: 3 clusters Score -8911049 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8911039.000000 Penalty: 5344.281250
	Iteration 44Q: 3 clusters Score -8911039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8911034.000000 Penalty: 5344.281250
	Iteration 45Q: 3 clusters Score -8911034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8911050.000000 Penalty: 5344.281250
	Iteration 46Q: 3 clusters Score -8911050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8911054.000000 Penalty: 5344.281250
	Iteration 47Q: 3 clusters Score -8911054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8911056.000000 Penalty: 5344.281250
	Iteration 48Q: 3 clusters Score -8911056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8911056.000000 Penalty: 5344.281250
	Iteration 49Q: 3 clusters Score -8911056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8911070.000000 Penalty: 5344.281250
	Iteration 50Q: 3 clusters Score -8911070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -8911066.000000 Penalty: 5344.281250
	Iteration 51Q: 3 clusters Score -8911066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8911071.000000 Penalty: 5344.281250
	Iteration 52Q: 3 clusters Score -8911071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8911065.000000 Penalty: 5344.281250
	Iteration 53Q: 3 clusters Score -8911065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8911067.000000 Penalty: 5344.281250
	Iteration 54Q: 3 clusters Score -8911067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8911076.000000 Penalty: 5344.281250
	Iteration 55Q: 3 clusters Score -8911076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -8911066.000000 Penalty: 5344.281250
	Iteration 56Q: 3 clusters Score -8911066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8911068.000000 Penalty: 5344.281250
	Iteration 57Q: 3 clusters Score -8911068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8911070.000000 Penalty: 5344.281250
	Iteration 58Q: 3 clusters Score -8911070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8911072.000000 Penalty: 5344.281250
	Iteration 59Q: 3 clusters Score -8911072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8911079.000000 Penalty: 5344.281250
	Iteration 60F: 3 clusters Score -8911079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8911066.000000 Penalty: 5344.281250
	Iteration 61Q: 3 clusters Score -8911066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -8911074.000000 Penalty: 5344.281250
	Iteration 62Q: 3 clusters Score -8911074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8911065.000000 Penalty: 5344.281250
	Iteration 63Q: 3 clusters Score -8911065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8911065.000000 Penalty: 5344.281250
	Iteration 64F: 3 clusters Score -8911065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Entering Unmasked Estep 
Score: -9530809.000000 Penalty: 2686.527832
	Iteration 0F: 2 clusters Score -9530809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9500103.000000 Penalty: 5373.055664
	Iteration 0F: 3 clusters Score -9500103 nChanged 23410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9513316.000000 Penalty: 5373.055664
	Iteration 1F: 3 clusters Score -9513316 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -9514000.000000 Penalty: 5373.055664
	Iteration 2Q: 3 clusters Score -9514000 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -9514705.000000 Penalty: 5373.055664
	Iteration 3Q: 3 clusters Score -9514705 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -9515419.000000 Penalty: 5373.055664
	Iteration 4Q: 3 clusters Score -9515419 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -9516212.000000 Penalty: 5373.055664
	Iteration 5Q: 3 clusters Score -9516212 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9517071.000000 Penalty: 5373.055664
	Iteration 6Q: 3 clusters Score -9517071 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -9518279.000000 Penalty: 5373.055664
	Iteration 7Q: 3 clusters Score -9518279 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -9519842.000000 Penalty: 5373.055664
	Iteration 8Q: 3 clusters Score -9519842 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -9521812.000000 Penalty: 5373.055664
	Iteration 9F: 3 clusters Score -9521812 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -9523671.000000 Penalty: 5373.055664
	Iteration 10F: 3 clusters Score -9523671 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -9524764.000000 Penalty: 5373.055664
	Iteration 11Q: 3 clusters Score -9524764 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -9525208.000000 Penalty: 5373.055664
	Iteration 12Q: 3 clusters Score -9525208 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -9525515.000000 Penalty: 5373.055664
	Iteration 13Q: 3 clusters Score -9525515 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -9525727.000000 Penalty: 5373.055664
	Iteration 14Q: 3 clusters Score -9525727 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -9525898.000000 Penalty: 5373.055664
	Iteration 15Q: 3 clusters Score -9525898 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -9526082.000000 Penalty: 5373.055664
	Iteration 16Q: 3 clusters Score -9526082 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -9526244.000000 Penalty: 5373.055664
	Iteration 17Q: 3 clusters Score -9526244 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -9526380.000000 Penalty: 5373.055664
	Iteration 18Q: 3 clusters Score -9526380 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -9526549.000000 Penalty: 5373.055664
	Iteration 19Q: 3 clusters Score -9526549 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -9526688.000000 Penalty: 5373.055664
	Iteration 20F: 3 clusters Score -9526688 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37265 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -9526818.000000 Penalty: 5373.055664
	Iteration 21Q: 3 clusters Score -9526818 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -9526930.000000 Penalty: 5373.055664
	Iteration 22Q: 3 clusters Score -9526930 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -9527120.000000 Penalty: 5373.055664
	Iteration 23Q: 3 clusters Score -9527120 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -9527251.000000 Penalty: 5373.055664
	Iteration 24Q: 3 clusters Score -9527251 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -9527389.000000 Penalty: 5373.055664
	Iteration 25Q: 3 clusters Score -9527389 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -9527582.000000 Penalty: 5373.055664
	Iteration 26Q: 3 clusters Score -9527582 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -9527746.000000 Penalty: 5373.055664
	Iteration 27Q: 3 clusters Score -9527746 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -9527873.000000 Penalty: 5373.055664
	Iteration 28Q: 3 clusters Score -9527873 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -9527977.000000 Penalty: 5373.055664
	Iteration 29Q: 3 clusters Score -9527977 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -9528111.000000 Penalty: 5373.055664
	Iteration 30Q: 3 clusters Score -9528111 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -9528229.000000 Penalty: 5373.055664
	Iteration 31Q: 3 clusters Score -9528229 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9528354.000000 Penalty: 5373.055664
	Iteration 32Q: 3 clusters Score -9528354 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -9528463.000000 Penalty: 5373.055664
	Iteration 33Q: 3 clusters Score -9528463 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -9528572.000000 Penalty: 5373.055664
	Iteration 34Q: 3 clusters Score -9528572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -9528664.000000 Penalty: 5373.055664
	Iteration 35Q: 3 clusters Score -9528664 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -9528710.000000 Penalty: 5373.055664
	Iteration 36Q: 3 clusters Score -9528710 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -9528783.000000 Penalty: 5373.055664
	Iteration 37Q: 3 clusters Score -9528783 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9528855.000000 Penalty: 5373.055664
	Iteration 38Q: 3 clusters Score -9528855 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -9528961.000000 Penalty: 5373.055664
	Iteration 39Q: 3 clusters Score -9528961 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -9529043.000000 Penalty: 5373.055664
	Iteration 40F: 3 clusters Score -9529043 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -9529064.000000 Penalty: 5373.055664
	Iteration 41Q: 3 clusters Score -9529064 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9529037.000000 Penalty: 5373.055664
	Iteration 42Q: 3 clusters Score -9529037 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -9529065.000000 Penalty: 5373.055664
	Iteration 43Q: 3 clusters Score -9529065 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -9529070.000000 Penalty: 5373.055664
	Iteration 44Q: 3 clusters Score -9529070 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9529057.000000 Penalty: 5373.055664
	Iteration 45Q: 3 clusters Score -9529057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9529029.000000 Penalty: 5373.055664
	Iteration 46Q: 3 clusters Score -9529029 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9528996.000000 Penalty: 5373.055664
	Iteration 47Q: 3 clusters Score -9528996 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9528965.000000 Penalty: 5373.055664
	Iteration 48Q: 3 clusters Score -9528965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9528947.000000 Penalty: 5373.055664
	Iteration 49Q: 3 clusters Score -9528947 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49151 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9528908.000000 Penalty: 5373.055664
	Iteration 50Q: 3 clusters Score -9528908 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -9528886.000000 Penalty: 5373.055664
	Iteration 51Q: 3 clusters Score -9528886 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9528861.000000 Penalty: 5373.055664
	Iteration 52Q: 3 clusters Score -9528861 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9528889.000000 Penalty: 5373.055664
	Iteration 53Q: 3 clusters Score -9528889 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9528893.000000 Penalty: 5373.055664
	Iteration 54Q: 3 clusters Score -9528893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9528901.000000 Penalty: 5373.055664
	Iteration 55Q: 3 clusters Score -9528901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49619 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9528905.000000 Penalty: 5373.055664
	Iteration 56Q: 3 clusters Score -9528905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9528911.000000 Penalty: 5373.055664
	Iteration 57Q: 3 clusters Score -9528911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9528911.000000 Penalty: 5373.055664
	Iteration 58Q: 3 clusters Score -9528911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9528912.000000 Penalty: 5373.055664
	Iteration 59Q: 3 clusters Score -9528912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9528907.000000 Penalty: 5373.055664
	Iteration 60F: 3 clusters Score -9528907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49720 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9528922.000000 Penalty: 5373.055664
	Iteration 61Q: 3 clusters Score -9528922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9528920.000000 Penalty: 5373.055664
	Iteration 62Q: 3 clusters Score -9528920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9528918.000000 Penalty: 5373.055664
	Iteration 63Q: 3 clusters Score -9528918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9528920.000000 Penalty: 5373.055664
	Iteration 64Q: 3 clusters Score -9528920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9528920.000000 Penalty: 5373.055664
	Iteration 65Q: 3 clusters Score -9528920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9528921.000000 Penalty: 5373.055664
	Iteration 66Q: 3 clusters Score -9528921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9528915.000000 Penalty: 5373.055664
	Iteration 67Q: 3 clusters Score -9528915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 68Q: 3 clusters Score -9528928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9528926.000000 Penalty: 5373.055664
	Iteration 69Q: 3 clusters Score -9528926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9528930.000000 Penalty: 5373.055664
	Iteration 70Q: 3 clusters Score -9528930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9528915.000000 Penalty: 5373.055664
	Iteration 71Q: 3 clusters Score -9528915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9528933.000000 Penalty: 5373.055664
	Iteration 72Q: 3 clusters Score -9528933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9528925.000000 Penalty: 5373.055664
	Iteration 73Q: 3 clusters Score -9528925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9528943.000000 Penalty: 5373.055664
	Iteration 74Q: 3 clusters Score -9528943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9528923.000000 Penalty: 5373.055664
	Iteration 75Q: 3 clusters Score -9528923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 76Q: 3 clusters Score -9528928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -9528927.000000 Penalty: 5373.055664
	Iteration 77Q: 3 clusters Score -9528927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 78Q: 3 clusters Score -9528928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9528923.000000 Penalty: 5373.055664
	Iteration 79Q: 3 clusters Score -9528923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9528931.000000 Penalty: 5373.055664
	Iteration 80F: 3 clusters Score -9528931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 81Q: 3 clusters Score -9528928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 82Q: 3 clusters Score -9528928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 83Q: 3 clusters Score -9528928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9528928.000000 Penalty: 5373.055664
	Iteration 84Q: 3 clusters Score -9528928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9528933.000000 Penalty: 5373.055664
	Iteration 85Q: 3 clusters Score -9528933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9528937.000000 Penalty: 5373.055664
	Iteration 86Q: 3 clusters Score -9528937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9528949.000000 Penalty: 5373.055664
	Iteration 87Q: 3 clusters Score -9528949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9528939.000000 Penalty: 5373.055664
	Iteration 88Q: 3 clusters Score -9528939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9528943.000000 Penalty: 5373.055664
	Iteration 89Q: 3 clusters Score -9528943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49950 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9528941.000000 Penalty: 5373.055664
	Iteration 90Q: 3 clusters Score -9528941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9528937.000000 Penalty: 5373.055664
	Iteration 91Q: 3 clusters Score -9528937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9528940.000000 Penalty: 5373.055664
	Iteration 92Q: 3 clusters Score -9528940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9528938.000000 Penalty: 5373.055664
	Iteration 93Q: 3 clusters Score -9528938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9528938.000000 Penalty: 5373.055664
	Iteration 94F: 3 clusters Score -9528938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Entering Unmasked Estep 
Score: -1552308.250000 Penalty: 2240.510986
	Iteration 0F: 2 clusters Score -1552308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1545679.000000 Penalty: 4481.021973
	Iteration 0F: 3 clusters Score -1545679 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1547483.125000 Penalty: 4481.021973
	Iteration 1F: 3 clusters Score -1547483 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1547785.500000 Penalty: 4481.021973
	Iteration 2F: 3 clusters Score -1547786 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1548038.250000 Penalty: 4481.021973
	Iteration 3F: 3 clusters Score -1548038 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1548258.750000 Penalty: 4481.021973
	Iteration 4Q: 3 clusters Score -1548259 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1548448.250000 Penalty: 4481.021973
	Iteration 5Q: 3 clusters Score -1548448 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1548643.875000 Penalty: 4481.021973
	Iteration 6Q: 3 clusters Score -1548644 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1548846.000000 Penalty: 4481.021973
	Iteration 7Q: 3 clusters Score -1548846 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1549047.375000 Penalty: 4481.021973
	Iteration 8Q: 3 clusters Score -1549047 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1549252.250000 Penalty: 4481.021973
	Iteration 9Q: 3 clusters Score -1549252 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1549429.250000 Penalty: 4481.021973
	Iteration 10Q: 3 clusters Score -1549429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1549621.000000 Penalty: 4481.021973
	Iteration 11Q: 3 clusters Score -1549621 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1549780.000000 Penalty: 4481.021973
	Iteration 12Q: 3 clusters Score -1549780 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1549913.125000 Penalty: 4481.021973
	Iteration 13Q: 3 clusters Score -1549913 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1550017.875000 Penalty: 4481.021973
	Iteration 14Q: 3 clusters Score -1550018 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1550122.750000 Penalty: 4481.021973
	Iteration 15Q: 3 clusters Score -1550123 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1550219.000000 Penalty: 4481.021973
	Iteration 16Q: 3 clusters Score -1550219 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1550292.500000 Penalty: 4481.021973
	Iteration 17Q: 3 clusters Score -1550292 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1550344.875000 Penalty: 4481.021973
	Iteration 18Q: 3 clusters Score -1550345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1550388.750000 Penalty: 4481.021973
	Iteration 19Q: 3 clusters Score -1550389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1550417.250000 Penalty: 4481.021973
	Iteration 20F: 3 clusters Score -1550417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1550440.125000 Penalty: 4481.021973
	Iteration 21Q: 3 clusters Score -1550440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1550465.250000 Penalty: 4481.021973
	Iteration 22Q: 3 clusters Score -1550465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1550479.750000 Penalty: 4481.021973
	Iteration 23Q: 3 clusters Score -1550480 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1550492.000000 Penalty: 4481.021973
	Iteration 24Q: 3 clusters Score -1550492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1550508.750000 Penalty: 4481.021973
	Iteration 25Q: 3 clusters Score -1550509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1550514.375000 Penalty: 4481.021973
	Iteration 26Q: 3 clusters Score -1550514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1550516.125000 Penalty: 4481.021973
	Iteration 27Q: 3 clusters Score -1550516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1550520.250000 Penalty: 4481.021973
	Iteration 28Q: 3 clusters Score -1550520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1550520.500000 Penalty: 4481.021973
	Iteration 29Q: 3 clusters Score -1550520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1550525.250000 Penalty: 4481.021973
	Iteration 30Q: 3 clusters Score -1550525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1550523.875000 Penalty: 4481.021973
	Iteration 31Q: 3 clusters Score -1550524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1550527.875000 Penalty: 4481.021973
	Iteration 32Q: 3 clusters Score -1550528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1550530.500000 Penalty: 4481.021973
	Iteration 33Q: 3 clusters Score -1550530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1550535.125000 Penalty: 4481.021973
	Iteration 34Q: 3 clusters Score -1550535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1550541.750000 Penalty: 4481.021973
	Iteration 35Q: 3 clusters Score -1550542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1550543.625000 Penalty: 4481.021973
	Iteration 36Q: 3 clusters Score -1550544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1550548.500000 Penalty: 4481.021973
	Iteration 37Q: 3 clusters Score -1550548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1550549.000000 Penalty: 4481.021973
	Iteration 38Q: 3 clusters Score -1550549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1550557.125000 Penalty: 4481.021973
	Iteration 39Q: 3 clusters Score -1550557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1550554.375000 Penalty: 4481.021973
	Iteration 40F: 3 clusters Score -1550554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1550556.500000 Penalty: 4481.021973
	Iteration 41Q: 3 clusters Score -1550556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1550555.375000 Penalty: 4481.021973
	Iteration 42Q: 3 clusters Score -1550555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1550556.125000 Penalty: 4481.021973
	Iteration 43Q: 3 clusters Score -1550556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1550559.125000 Penalty: 4481.021973
	Iteration 44Q: 3 clusters Score -1550559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1550558.875000 Penalty: 4481.021973
	Iteration 45Q: 3 clusters Score -1550559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1550558.875000 Penalty: 4481.021973
	Iteration 46F: 3 clusters Score -1550559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -196143.281250 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -196143.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -194093.796875 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -194093.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -194539.484375 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -194539.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194740.250000 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -194740.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -194858.796875 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -194858.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194932.515625 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -194932.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195002.578125 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -195002.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -195057.515625 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -195057.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195093.656250 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -195093.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195122.328125 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -195122.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195138.796875 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -195138.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195145.000000 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -195145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -195145.640625 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -195145.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195146.953125 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -195147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195148.656250 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -195148.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195149.390625 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -195149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195149.390625 Penalty: 3521.204102
	Iteration 15F: 3 clusters Score -195149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Entering Unmasked Estep 
Score: -8207661.500000 Penalty: 2650.930664
	Iteration 0F: 2 clusters Score -8207662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8178844.500000 Penalty: 5301.861328
	Iteration 0F: 3 clusters Score -8178844 nChanged 20048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8189882.500000 Penalty: 5301.861328
	Iteration 1F: 3 clusters Score -8189882 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8190637.500000 Penalty: 5301.861328
	Iteration 2Q: 3 clusters Score -8190638 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8191521.500000 Penalty: 5301.861328
	Iteration 3Q: 3 clusters Score -8191522 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -8192721.500000 Penalty: 5301.861328
	Iteration 4F: 3 clusters Score -8192722 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -8194436.500000 Penalty: 5301.861328
	Iteration 5F: 3 clusters Score -8194436 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -8196848.500000 Penalty: 5301.861328
	Iteration 6F: 3 clusters Score -8196848 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -8199696.000000 Penalty: 5301.861328
	Iteration 7F: 3 clusters Score -8199696 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -8202201.500000 Penalty: 5301.861328
	Iteration 8F: 3 clusters Score -8202202 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -8203873.500000 Penalty: 5301.861328
	Iteration 9Q: 3 clusters Score -8203874 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8204705.000000 Penalty: 5301.861328
	Iteration 10Q: 3 clusters Score -8204705 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8205060.000000 Penalty: 5301.861328
	Iteration 11Q: 3 clusters Score -8205060 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8205195.000000 Penalty: 5301.861328
	Iteration 12Q: 3 clusters Score -8205195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -8205258.500000 Penalty: 5301.861328
	Iteration 13Q: 3 clusters Score -8205258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8205303.000000 Penalty: 5301.861328
	Iteration 14Q: 3 clusters Score -8205303 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8205336.500000 Penalty: 5301.861328
	Iteration 15Q: 3 clusters Score -8205336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8205332.000000 Penalty: 5301.861328
	Iteration 16Q: 3 clusters Score -8205332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8205341.000000 Penalty: 5301.861328
	Iteration 17Q: 3 clusters Score -8205341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -8205355.500000 Penalty: 5301.861328
	Iteration 18Q: 3 clusters Score -8205356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8205362.000000 Penalty: 5301.861328
	Iteration 19Q: 3 clusters Score -8205362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8205371.500000 Penalty: 5301.861328
	Iteration 20F: 3 clusters Score -8205372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8205373.000000 Penalty: 5301.861328
	Iteration 21Q: 3 clusters Score -8205373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8205381.500000 Penalty: 5301.861328
	Iteration 22Q: 3 clusters Score -8205382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8205389.500000 Penalty: 5301.861328
	Iteration 23Q: 3 clusters Score -8205390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8205398.500000 Penalty: 5301.861328
	Iteration 24Q: 3 clusters Score -8205398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8205393.500000 Penalty: 5301.861328
	Iteration 25Q: 3 clusters Score -8205394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8205401.500000 Penalty: 5301.861328
	Iteration 26Q: 3 clusters Score -8205402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8205413.500000 Penalty: 5301.861328
	Iteration 27Q: 3 clusters Score -8205414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8205404.500000 Penalty: 5301.861328
	Iteration 28Q: 3 clusters Score -8205404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8205408.000000 Penalty: 5301.861328
	Iteration 29Q: 3 clusters Score -8205408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8205411.000000 Penalty: 5301.861328
	Iteration 30Q: 3 clusters Score -8205411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -8205417.500000 Penalty: 5301.861328
	Iteration 31Q: 3 clusters Score -8205418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8205425.000000 Penalty: 5301.861328
	Iteration 32Q: 3 clusters Score -8205425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8205418.000000 Penalty: 5301.861328
	Iteration 33Q: 3 clusters Score -8205418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8205431.000000 Penalty: 5301.861328
	Iteration 34Q: 3 clusters Score -8205431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8205430.500000 Penalty: 5301.861328
	Iteration 35Q: 3 clusters Score -8205430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8205430.500000 Penalty: 5301.861328
	Iteration 36Q: 3 clusters Score -8205430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8205435.000000 Penalty: 5301.861328
	Iteration 37Q: 3 clusters Score -8205435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8205438.000000 Penalty: 5301.861328
	Iteration 38Q: 3 clusters Score -8205438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8205440.000000 Penalty: 5301.861328
	Iteration 39Q: 3 clusters Score -8205440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8205432.500000 Penalty: 5301.861328
	Iteration 40F: 3 clusters Score -8205432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8205435.500000 Penalty: 5301.861328
	Iteration 41Q: 3 clusters Score -8205436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8205433.000000 Penalty: 5301.861328
	Iteration 42Q: 3 clusters Score -8205433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8205448.000000 Penalty: 5301.861328
	Iteration 43Q: 3 clusters Score -8205448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8205446.500000 Penalty: 5301.861328
	Iteration 44Q: 3 clusters Score -8205446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8205436.500000 Penalty: 5301.861328
	Iteration 45Q: 3 clusters Score -8205436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8205436.500000 Penalty: 5301.861328
	Iteration 46F: 3 clusters Score -8205436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Entering Unmasked Estep 
Score: -2198384.500000 Penalty: 2333.357422
	Iteration 0F: 2 clusters Score -2198384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2189366.000000 Penalty: 4666.714844
	Iteration 0F: 3 clusters Score -2189366 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2192033.250000 Penalty: 4666.714844
	Iteration 1F: 3 clusters Score -2192033 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -2192305.250000 Penalty: 4666.714844
	Iteration 2F: 3 clusters Score -2192305 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2192480.750000 Penalty: 4666.714844
	Iteration 3Q: 3 clusters Score -2192481 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2192626.750000 Penalty: 4666.714844
	Iteration 4Q: 3 clusters Score -2192627 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2192738.750000 Penalty: 4666.714844
	Iteration 5Q: 3 clusters Score -2192739 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2192838.750000 Penalty: 4666.714844
	Iteration 6Q: 3 clusters Score -2192839 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -2192937.250000 Penalty: 4666.714844
	Iteration 7Q: 3 clusters Score -2192937 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2193043.500000 Penalty: 4666.714844
	Iteration 8Q: 3 clusters Score -2193044 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2193158.250000 Penalty: 4666.714844
	Iteration 9Q: 3 clusters Score -2193158 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2193320.250000 Penalty: 4666.714844
	Iteration 10Q: 3 clusters Score -2193320 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2193495.250000 Penalty: 4666.714844
	Iteration 11Q: 3 clusters Score -2193495 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2193733.250000 Penalty: 4666.714844
	Iteration 12Q: 3 clusters Score -2193733 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2194095.000000 Penalty: 4666.714844
	Iteration 13Q: 3 clusters Score -2194095 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2194566.500000 Penalty: 4666.714844
	Iteration 14F: 3 clusters Score -2194566 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2195097.750000 Penalty: 4666.714844
	Iteration 15F: 3 clusters Score -2195098 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2195567.500000 Penalty: 4666.714844
	Iteration 16Q: 3 clusters Score -2195568 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2195922.000000 Penalty: 4666.714844
	Iteration 17Q: 3 clusters Score -2195922 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2196125.000000 Penalty: 4666.714844
	Iteration 18Q: 3 clusters Score -2196125 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2196232.000000 Penalty: 4666.714844
	Iteration 19Q: 3 clusters Score -2196232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2196295.250000 Penalty: 4666.714844
	Iteration 20F: 3 clusters Score -2196295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2196321.750000 Penalty: 4666.714844
	Iteration 21Q: 3 clusters Score -2196322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2196350.250000 Penalty: 4666.714844
	Iteration 22Q: 3 clusters Score -2196350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2196374.500000 Penalty: 4666.714844
	Iteration 23Q: 3 clusters Score -2196374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2196398.000000 Penalty: 4666.714844
	Iteration 24Q: 3 clusters Score -2196398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2196413.500000 Penalty: 4666.714844
	Iteration 25Q: 3 clusters Score -2196414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2196423.500000 Penalty: 4666.714844
	Iteration 26Q: 3 clusters Score -2196424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2196432.500000 Penalty: 4666.714844
	Iteration 27Q: 3 clusters Score -2196432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2196437.000000 Penalty: 4666.714844
	Iteration 28Q: 3 clusters Score -2196437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2196438.000000 Penalty: 4666.714844
	Iteration 29Q: 3 clusters Score -2196438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2196439.250000 Penalty: 4666.714844
	Iteration 30Q: 3 clusters Score -2196439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2196438.500000 Penalty: 4666.714844
	Iteration 31Q: 3 clusters Score -2196438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2196440.000000 Penalty: 4666.714844
	Iteration 32Q: 3 clusters Score -2196440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2196442.000000 Penalty: 4666.714844
	Iteration 33Q: 3 clusters Score -2196442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2196442.000000 Penalty: 4666.714844
	Iteration 34F: 3 clusters Score -2196442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98504.421875 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98504.42 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 277 members 
Entering Unmasked Estep 
Score: -96919.257812 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96919.26 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97080.234375 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -97080.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97130.804688 Penalty: 3137.770020
	Iteration 2Q: 3 clusters Score -97130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97164.882812 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -97164.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97192.179688 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -97192.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97201.328125 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97201.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97207.664062 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97207.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97215.734375 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97215.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -97223.992188 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97223.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97225.335938 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -97225.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -97227.039062 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -97227.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -97227.039062 Penalty: 3137.770020
	Iteration 11F: 3 clusters Score -97227.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Entering Unmasked Estep 
Score: -8405517.000000 Penalty: 2659.080566
	Iteration 0F: 2 clusters Score -8405517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8375299.500000 Penalty: 5318.161133
	Iteration 0F: 3 clusters Score -8375300 nChanged 20884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -8386856.000000 Penalty: 5318.161133
	Iteration 1F: 3 clusters Score -8386856 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -8387627.000000 Penalty: 5318.161133
	Iteration 2Q: 3 clusters Score -8387627 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8388640.000000 Penalty: 5318.161133
	Iteration 3F: 3 clusters Score -8388640 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -8390262.000000 Penalty: 5318.161133
	Iteration 4F: 3 clusters Score -8390262 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -8392806.000000 Penalty: 5318.161133
	Iteration 5F: 3 clusters Score -8392806 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8395999.000000 Penalty: 5318.161133
	Iteration 6F: 3 clusters Score -8395999 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -8399111.000000 Penalty: 5318.161133
	Iteration 7F: 3 clusters Score -8399111 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8401224.000000 Penalty: 5318.161133
	Iteration 8F: 3 clusters Score -8401224 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -8402321.000000 Penalty: 5318.161133
	Iteration 9Q: 3 clusters Score -8402321 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8402919.000000 Penalty: 5318.161133
	Iteration 10Q: 3 clusters Score -8402919 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8403215.000000 Penalty: 5318.161133
	Iteration 11Q: 3 clusters Score -8403215 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8403360.000000 Penalty: 5318.161133
	Iteration 12Q: 3 clusters Score -8403360 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8403440.000000 Penalty: 5318.161133
	Iteration 13Q: 3 clusters Score -8403440 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8403499.000000 Penalty: 5318.161133
	Iteration 14Q: 3 clusters Score -8403499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -8403530.000000 Penalty: 5318.161133
	Iteration 15Q: 3 clusters Score -8403530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -8403547.000000 Penalty: 5318.161133
	Iteration 16Q: 3 clusters Score -8403547 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8403551.000000 Penalty: 5318.161133
	Iteration 17Q: 3 clusters Score -8403551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -8403562.000000 Penalty: 5318.161133
	Iteration 18Q: 3 clusters Score -8403562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8403576.000000 Penalty: 5318.161133
	Iteration 19Q: 3 clusters Score -8403576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8403577.000000 Penalty: 5318.161133
	Iteration 20F: 3 clusters Score -8403577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8403594.000000 Penalty: 5318.161133
	Iteration 21Q: 3 clusters Score -8403594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8403583.000000 Penalty: 5318.161133
	Iteration 22Q: 3 clusters Score -8403583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8403593.000000 Penalty: 5318.161133
	Iteration 23Q: 3 clusters Score -8403593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8403595.000000 Penalty: 5318.161133
	Iteration 24Q: 3 clusters Score -8403595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8403597.000000 Penalty: 5318.161133
	Iteration 25Q: 3 clusters Score -8403597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8403598.000000 Penalty: 5318.161133
	Iteration 26Q: 3 clusters Score -8403598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44596 members 
Entering Unmasked Estep 
Score: -8403592.000000 Penalty: 5318.161133
	Iteration 27Q: 3 clusters Score -8403592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8403589.000000 Penalty: 5318.161133
	Iteration 28Q: 3 clusters Score -8403589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8403586.000000 Penalty: 5318.161133
	Iteration 29Q: 3 clusters Score -8403586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8403586.000000 Penalty: 5318.161133
	Iteration 30F: 3 clusters Score -8403586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Entering Unmasked Estep 
Score: -5451165.000000 Penalty: 2549.177246
	Iteration 0F: 2 clusters Score -5451165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5431321.000000 Penalty: 5098.354492
	Iteration 0F: 3 clusters Score -5431321 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -5438257.500000 Penalty: 5098.354492
	Iteration 1F: 3 clusters Score -5438258 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -5438704.000000 Penalty: 5098.354492
	Iteration 2Q: 3 clusters Score -5438704 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -5439220.500000 Penalty: 5098.354492
	Iteration 3Q: 3 clusters Score -5439220 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5439855.500000 Penalty: 5098.354492
	Iteration 4Q: 3 clusters Score -5439856 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -5440726.500000 Penalty: 5098.354492
	Iteration 5F: 3 clusters Score -5440726 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -5441982.500000 Penalty: 5098.354492
	Iteration 6F: 3 clusters Score -5441982 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -5443807.000000 Penalty: 5098.354492
	Iteration 7F: 3 clusters Score -5443807 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -5445820.500000 Penalty: 5098.354492
	Iteration 8F: 3 clusters Score -5445820 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5447399.000000 Penalty: 5098.354492
	Iteration 9F: 3 clusters Score -5447399 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5448269.500000 Penalty: 5098.354492
	Iteration 10Q: 3 clusters Score -5448270 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5448624.500000 Penalty: 5098.354492
	Iteration 11Q: 3 clusters Score -5448624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5448789.000000 Penalty: 5098.354492
	Iteration 12Q: 3 clusters Score -5448789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5448854.000000 Penalty: 5098.354492
	Iteration 13Q: 3 clusters Score -5448854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5448881.000000 Penalty: 5098.354492
	Iteration 14Q: 3 clusters Score -5448881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5448906.500000 Penalty: 5098.354492
	Iteration 15Q: 3 clusters Score -5448906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5448920.000000 Penalty: 5098.354492
	Iteration 16Q: 3 clusters Score -5448920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5448928.500000 Penalty: 5098.354492
	Iteration 17Q: 3 clusters Score -5448928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5448922.000000 Penalty: 5098.354492
	Iteration 18Q: 3 clusters Score -5448922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5448933.500000 Penalty: 5098.354492
	Iteration 19Q: 3 clusters Score -5448934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5448933.500000 Penalty: 5098.354492
	Iteration 20F: 3 clusters Score -5448934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5448939.000000 Penalty: 5098.354492
	Iteration 21Q: 3 clusters Score -5448939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5448946.000000 Penalty: 5098.354492
	Iteration 22Q: 3 clusters Score -5448946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5448959.000000 Penalty: 5098.354492
	Iteration 23Q: 3 clusters Score -5448959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5448962.000000 Penalty: 5098.354492
	Iteration 24Q: 3 clusters Score -5448962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5448959.500000 Penalty: 5098.354492
	Iteration 25Q: 3 clusters Score -5448960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5448961.000000 Penalty: 5098.354492
	Iteration 26Q: 3 clusters Score -5448961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5448961.500000 Penalty: 5098.354492
	Iteration 27Q: 3 clusters Score -5448962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5448976.000000 Penalty: 5098.354492
	Iteration 28Q: 3 clusters Score -5448976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5448978.000000 Penalty: 5098.354492
	Iteration 29Q: 3 clusters Score -5448978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5448981.000000 Penalty: 5098.354492
	Iteration 30Q: 3 clusters Score -5448981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5448982.000000 Penalty: 5098.354492
	Iteration 31Q: 3 clusters Score -5448982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5448982.500000 Penalty: 5098.354492
	Iteration 32Q: 3 clusters Score -5448982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5448989.500000 Penalty: 5098.354492
	Iteration 33Q: 3 clusters Score -5448990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5448990.500000 Penalty: 5098.354492
	Iteration 34Q: 3 clusters Score -5448990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5448998.000000 Penalty: 5098.354492
	Iteration 35Q: 3 clusters Score -5448998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5448998.000000 Penalty: 5098.354492
	Iteration 36F: 3 clusters Score -5448998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Entering Unmasked Estep 
Score: -9133979.000000 Penalty: 2674.597900
	Iteration 0F: 2 clusters Score -9133979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -9104299.000000 Penalty: 5349.195801
	Iteration 0F: 3 clusters Score -9104299 nChanged 22313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -9116574.000000 Penalty: 5349.195801
	Iteration 1F: 3 clusters Score -9116574 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -9117127.000000 Penalty: 5349.195801
	Iteration 2Q: 3 clusters Score -9117127 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -9117672.000000 Penalty: 5349.195801
	Iteration 3Q: 3 clusters Score -9117672 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -9118222.000000 Penalty: 5349.195801
	Iteration 4Q: 3 clusters Score -9118222 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -9118806.000000 Penalty: 5349.195801
	Iteration 5Q: 3 clusters Score -9118806 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -9119593.000000 Penalty: 5349.195801
	Iteration 6Q: 3 clusters Score -9119593 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -9120701.000000 Penalty: 5349.195801
	Iteration 7Q: 3 clusters Score -9120701 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -9122293.000000 Penalty: 5349.195801
	Iteration 8F: 3 clusters Score -9122293 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -9124619.000000 Penalty: 5349.195801
	Iteration 9F: 3 clusters Score -9124619 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -9127132.000000 Penalty: 5349.195801
	Iteration 10F: 3 clusters Score -9127132 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -9129254.000000 Penalty: 5349.195801
	Iteration 11F: 3 clusters Score -9129254 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -9130425.000000 Penalty: 5349.195801
	Iteration 12Q: 3 clusters Score -9130425 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -9130960.000000 Penalty: 5349.195801
	Iteration 13Q: 3 clusters Score -9130960 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -9131311.000000 Penalty: 5349.195801
	Iteration 14Q: 3 clusters Score -9131311 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -9131528.000000 Penalty: 5349.195801
	Iteration 15Q: 3 clusters Score -9131528 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -9131705.000000 Penalty: 5349.195801
	Iteration 16Q: 3 clusters Score -9131705 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -9131823.000000 Penalty: 5349.195801
	Iteration 17Q: 3 clusters Score -9131823 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -9131949.000000 Penalty: 5349.195801
	Iteration 18Q: 3 clusters Score -9131949 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -9132041.000000 Penalty: 5349.195801
	Iteration 19Q: 3 clusters Score -9132041 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -9132122.000000 Penalty: 5349.195801
	Iteration 20F: 3 clusters Score -9132122 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -9132155.000000 Penalty: 5349.195801
	Iteration 21Q: 3 clusters Score -9132155 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -9132185.000000 Penalty: 5349.195801
	Iteration 22Q: 3 clusters Score -9132185 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -9132210.000000 Penalty: 5349.195801
	Iteration 23Q: 3 clusters Score -9132210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -9132234.000000 Penalty: 5349.195801
	Iteration 24Q: 3 clusters Score -9132234 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -9132264.000000 Penalty: 5349.195801
	Iteration 25Q: 3 clusters Score -9132264 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -9132271.000000 Penalty: 5349.195801
	Iteration 26Q: 3 clusters Score -9132271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -9132265.000000 Penalty: 5349.195801
	Iteration 27Q: 3 clusters Score -9132265 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -9132298.000000 Penalty: 5349.195801
	Iteration 28Q: 3 clusters Score -9132298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -9132300.000000 Penalty: 5349.195801
	Iteration 29Q: 3 clusters Score -9132300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -9132314.000000 Penalty: 5349.195801
	Iteration 30Q: 3 clusters Score -9132314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -9132321.000000 Penalty: 5349.195801
	Iteration 31Q: 3 clusters Score -9132321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -9132311.000000 Penalty: 5349.195801
	Iteration 32Q: 3 clusters Score -9132311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -9132325.000000 Penalty: 5349.195801
	Iteration 33Q: 3 clusters Score -9132325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -9132346.000000 Penalty: 5349.195801
	Iteration 34Q: 3 clusters Score -9132346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9132372.000000 Penalty: 5349.195801
	Iteration 35Q: 3 clusters Score -9132372 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -9132371.000000 Penalty: 5349.195801
	Iteration 36Q: 3 clusters Score -9132371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -9132374.000000 Penalty: 5349.195801
	Iteration 37Q: 3 clusters Score -9132374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -9132397.000000 Penalty: 5349.195801
	Iteration 38Q: 3 clusters Score -9132397 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -9132402.000000 Penalty: 5349.195801
	Iteration 39Q: 3 clusters Score -9132402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -9132405.000000 Penalty: 5349.195801
	Iteration 40F: 3 clusters Score -9132405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -9132416.000000 Penalty: 5349.195801
	Iteration 41Q: 3 clusters Score -9132416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -9132435.000000 Penalty: 5349.195801
	Iteration 42Q: 3 clusters Score -9132435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9132451.000000 Penalty: 5349.195801
	Iteration 43Q: 3 clusters Score -9132451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9132457.000000 Penalty: 5349.195801
	Iteration 44Q: 3 clusters Score -9132457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -9132483.000000 Penalty: 5349.195801
	Iteration 45Q: 3 clusters Score -9132483 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -9132462.000000 Penalty: 5349.195801
	Iteration 46Q: 3 clusters Score -9132462 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -9132468.000000 Penalty: 5349.195801
	Iteration 47Q: 3 clusters Score -9132468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -9132491.000000 Penalty: 5349.195801
	Iteration 48Q: 3 clusters Score -9132491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -9132505.000000 Penalty: 5349.195801
	Iteration 49Q: 3 clusters Score -9132505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -9132507.000000 Penalty: 5349.195801
	Iteration 50Q: 3 clusters Score -9132507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -9132522.000000 Penalty: 5349.195801
	Iteration 51Q: 3 clusters Score -9132522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -9132513.000000 Penalty: 5349.195801
	Iteration 52Q: 3 clusters Score -9132513 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9132510.000000 Penalty: 5349.195801
	Iteration 53Q: 3 clusters Score -9132510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -9132523.000000 Penalty: 5349.195801
	Iteration 54Q: 3 clusters Score -9132523 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -9132529.000000 Penalty: 5349.195801
	Iteration 55Q: 3 clusters Score -9132529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -9132542.000000 Penalty: 5349.195801
	Iteration 56Q: 3 clusters Score -9132542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9132552.000000 Penalty: 5349.195801
	Iteration 57Q: 3 clusters Score -9132552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9132559.000000 Penalty: 5349.195801
	Iteration 58Q: 3 clusters Score -9132559 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -9132563.000000 Penalty: 5349.195801
	Iteration 59Q: 3 clusters Score -9132563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -9132575.000000 Penalty: 5349.195801
	Iteration 60F: 3 clusters Score -9132575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -9132589.000000 Penalty: 5349.195801
	Iteration 61Q: 3 clusters Score -9132589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -9132584.000000 Penalty: 5349.195801
	Iteration 62Q: 3 clusters Score -9132584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -9132601.000000 Penalty: 5349.195801
	Iteration 63Q: 3 clusters Score -9132601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -9132599.000000 Penalty: 5349.195801
	Iteration 64Q: 3 clusters Score -9132599 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -9132606.000000 Penalty: 5349.195801
	Iteration 65Q: 3 clusters Score -9132606 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -9132617.000000 Penalty: 5349.195801
	Iteration 66Q: 3 clusters Score -9132617 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -9132638.000000 Penalty: 5349.195801
	Iteration 67Q: 3 clusters Score -9132638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -9132610.000000 Penalty: 5349.195801
	Iteration 68Q: 3 clusters Score -9132610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9132604.000000 Penalty: 5349.195801
	Iteration 69Q: 3 clusters Score -9132604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -9132619.000000 Penalty: 5349.195801
	Iteration 70Q: 3 clusters Score -9132619 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -9132636.000000 Penalty: 5349.195801
	Iteration 71Q: 3 clusters Score -9132636 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -9132650.000000 Penalty: 5349.195801
	Iteration 72Q: 3 clusters Score -9132650 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9132674.000000 Penalty: 5349.195801
	Iteration 73Q: 3 clusters Score -9132674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -9132687.000000 Penalty: 5349.195801
	Iteration 74Q: 3 clusters Score -9132687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -9132698.000000 Penalty: 5349.195801
	Iteration 75Q: 3 clusters Score -9132698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -9132706.000000 Penalty: 5349.195801
	Iteration 76Q: 3 clusters Score -9132706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -9132728.000000 Penalty: 5349.195801
	Iteration 77Q: 3 clusters Score -9132728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -9132734.000000 Penalty: 5349.195801
	Iteration 78Q: 3 clusters Score -9132734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -9132746.000000 Penalty: 5349.195801
	Iteration 79Q: 3 clusters Score -9132746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -9132729.000000 Penalty: 5349.195801
	Iteration 80F: 3 clusters Score -9132729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -9132741.000000 Penalty: 5349.195801
	Iteration 81Q: 3 clusters Score -9132741 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -9132762.000000 Penalty: 5349.195801
	Iteration 82Q: 3 clusters Score -9132762 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -9132761.000000 Penalty: 5349.195801
	Iteration 83Q: 3 clusters Score -9132761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -9132745.000000 Penalty: 5349.195801
	Iteration 84Q: 3 clusters Score -9132745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -9132743.000000 Penalty: 5349.195801
	Iteration 85Q: 3 clusters Score -9132743 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9132743.000000 Penalty: 5349.195801
	Iteration 86Q: 3 clusters Score -9132743 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -9132741.000000 Penalty: 5349.195801
	Iteration 87Q: 3 clusters Score -9132741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -9132749.000000 Penalty: 5349.195801
	Iteration 88Q: 3 clusters Score -9132749 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -9132731.000000 Penalty: 5349.195801
	Iteration 89Q: 3 clusters Score -9132731 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9132724.000000 Penalty: 5349.195801
	Iteration 90Q: 3 clusters Score -9132724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -9132713.000000 Penalty: 5349.195801
	Iteration 91Q: 3 clusters Score -9132713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -9132711.000000 Penalty: 5349.195801
	Iteration 92Q: 3 clusters Score -9132711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -9132732.000000 Penalty: 5349.195801
	Iteration 93Q: 3 clusters Score -9132732 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -9132721.000000 Penalty: 5349.195801
	Iteration 94Q: 3 clusters Score -9132721 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -9132715.000000 Penalty: 5349.195801
	Iteration 95Q: 3 clusters Score -9132715 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9132670.000000 Penalty: 5349.195801
	Iteration 96Q: 3 clusters Score -9132670 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -9132670.000000 Penalty: 5349.195801
	Iteration 97Q: 3 clusters Score -9132670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -9132655.000000 Penalty: 5349.195801
	Iteration 98Q: 3 clusters Score -9132655 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9132653.000000 Penalty: 5349.195801
	Iteration 99Q: 3 clusters Score -9132653 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9132636.000000 Penalty: 5349.195801
	Iteration 100F: 3 clusters Score -9132636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9132639.000000 Penalty: 5349.195801
	Iteration 101Q: 3 clusters Score -9132639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9132642.000000 Penalty: 5349.195801
	Iteration 102Q: 3 clusters Score -9132642 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9132627.000000 Penalty: 5349.195801
	Iteration 103Q: 3 clusters Score -9132627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9132614.000000 Penalty: 5349.195801
	Iteration 104Q: 3 clusters Score -9132614 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9132621.000000 Penalty: 5349.195801
	Iteration 105Q: 3 clusters Score -9132621 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9132600.000000 Penalty: 5349.195801
	Iteration 106Q: 3 clusters Score -9132600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9132559.000000 Penalty: 5349.195801
	Iteration 107Q: 3 clusters Score -9132559 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9132542.000000 Penalty: 5349.195801
	Iteration 108Q: 3 clusters Score -9132542 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9132544.000000 Penalty: 5349.195801
	Iteration 109Q: 3 clusters Score -9132544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9132537.000000 Penalty: 5349.195801
	Iteration 110Q: 3 clusters Score -9132537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9132538.000000 Penalty: 5349.195801
	Iteration 111Q: 3 clusters Score -9132538 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9132541.000000 Penalty: 5349.195801
	Iteration 112Q: 3 clusters Score -9132541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9132525.000000 Penalty: 5349.195801
	Iteration 113Q: 3 clusters Score -9132525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46767 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9132517.000000 Penalty: 5349.195801
	Iteration 114Q: 3 clusters Score -9132517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9132503.000000 Penalty: 5349.195801
	Iteration 115Q: 3 clusters Score -9132503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9132489.000000 Penalty: 5349.195801
	Iteration 116Q: 3 clusters Score -9132489 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9132463.000000 Penalty: 5349.195801
	Iteration 117Q: 3 clusters Score -9132463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9132449.000000 Penalty: 5349.195801
	Iteration 118Q: 3 clusters Score -9132449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9132460.000000 Penalty: 5349.195801
	Iteration 119Q: 3 clusters Score -9132460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9132447.000000 Penalty: 5349.195801
	Iteration 120F: 3 clusters Score -9132447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9132443.000000 Penalty: 5349.195801
	Iteration 121Q: 3 clusters Score -9132443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9132416.000000 Penalty: 5349.195801
	Iteration 122Q: 3 clusters Score -9132416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9132410.000000 Penalty: 5349.195801
	Iteration 123Q: 3 clusters Score -9132410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9132405.000000 Penalty: 5349.195801
	Iteration 124Q: 3 clusters Score -9132405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9132398.000000 Penalty: 5349.195801
	Iteration 125Q: 3 clusters Score -9132398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -9132400.000000 Penalty: 5349.195801
	Iteration 126Q: 3 clusters Score -9132400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9132389.000000 Penalty: 5349.195801
	Iteration 127Q: 3 clusters Score -9132389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9132379.000000 Penalty: 5349.195801
	Iteration 128Q: 3 clusters Score -9132379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9132380.000000 Penalty: 5349.195801
	Iteration 129Q: 3 clusters Score -9132380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -9132374.000000 Penalty: 5349.195801
	Iteration 130Q: 3 clusters Score -9132374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9132365.000000 Penalty: 5349.195801
	Iteration 131Q: 3 clusters Score -9132365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -9132363.000000 Penalty: 5349.195801
	Iteration 132Q: 3 clusters Score -9132363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9132351.000000 Penalty: 5349.195801
	Iteration 133Q: 3 clusters Score -9132351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9132360.000000 Penalty: 5349.195801
	Iteration 134Q: 3 clusters Score -9132360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9132351.000000 Penalty: 5349.195801
	Iteration 135Q: 3 clusters Score -9132351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9132348.000000 Penalty: 5349.195801
	Iteration 136Q: 3 clusters Score -9132348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9132346.000000 Penalty: 5349.195801
	Iteration 137Q: 3 clusters Score -9132346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9132347.000000 Penalty: 5349.195801
	Iteration 138Q: 3 clusters Score -9132347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9132343.000000 Penalty: 5349.195801
	Iteration 139Q: 3 clusters Score -9132343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9132339.000000 Penalty: 5349.195801
	Iteration 140F: 3 clusters Score -9132339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9132349.000000 Penalty: 5349.195801
	Iteration 141Q: 3 clusters Score -9132349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9132339.000000 Penalty: 5349.195801
	Iteration 142Q: 3 clusters Score -9132339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9132340.000000 Penalty: 5349.195801
	Iteration 143Q: 3 clusters Score -9132340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9132342.000000 Penalty: 5349.195801
	Iteration 144Q: 3 clusters Score -9132342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9132341.000000 Penalty: 5349.195801
	Iteration 145Q: 3 clusters Score -9132341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9132335.000000 Penalty: 5349.195801
	Iteration 146Q: 3 clusters Score -9132335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9132337.000000 Penalty: 5349.195801
	Iteration 147Q: 3 clusters Score -9132337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9132341.000000 Penalty: 5349.195801
	Iteration 148Q: 3 clusters Score -9132341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9132348.000000 Penalty: 5349.195801
	Iteration 149Q: 3 clusters Score -9132348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9132340.000000 Penalty: 5349.195801
	Iteration 150Q: 3 clusters Score -9132340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9132336.000000 Penalty: 5349.195801
	Iteration 151Q: 3 clusters Score -9132336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9132336.000000 Penalty: 5349.195801
	Iteration 152Q: 3 clusters Score -9132336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9132331.000000 Penalty: 5349.195801
	Iteration 153Q: 3 clusters Score -9132331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9132331.000000 Penalty: 5349.195801
	Iteration 154F: 3 clusters Score -9132331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Entering Unmasked Estep 
Score: -7468631.000000 Penalty: 2629.103516
	Iteration 0F: 2 clusters Score -7468631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -7442001.000000 Penalty: 5258.207031
	Iteration 0F: 3 clusters Score -7442001 nChanged 18320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -7451889.500000 Penalty: 5258.207031
	Iteration 1F: 3 clusters Score -7451890 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -7452434.500000 Penalty: 5258.207031
	Iteration 2Q: 3 clusters Score -7452434 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -7453088.500000 Penalty: 5258.207031
	Iteration 3Q: 3 clusters Score -7453088 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -7453877.500000 Penalty: 5258.207031
	Iteration 4Q: 3 clusters Score -7453878 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -7455022.500000 Penalty: 5258.207031
	Iteration 5F: 3 clusters Score -7455022 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -7456600.500000 Penalty: 5258.207031
	Iteration 6F: 3 clusters Score -7456600 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7458837.500000 Penalty: 5258.207031
	Iteration 7F: 3 clusters Score -7458838 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -7461288.000000 Penalty: 5258.207031
	Iteration 8F: 3 clusters Score -7461288 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7463428.500000 Penalty: 5258.207031
	Iteration 9F: 3 clusters Score -7463428 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7464765.500000 Penalty: 5258.207031
	Iteration 10Q: 3 clusters Score -7464766 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -7465514.500000 Penalty: 5258.207031
	Iteration 11Q: 3 clusters Score -7465514 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7465851.500000 Penalty: 5258.207031
	Iteration 12Q: 3 clusters Score -7465852 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7466048.000000 Penalty: 5258.207031
	Iteration 13Q: 3 clusters Score -7466048 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7466156.500000 Penalty: 5258.207031
	Iteration 14Q: 3 clusters Score -7466156 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7466236.000000 Penalty: 5258.207031
	Iteration 15Q: 3 clusters Score -7466236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -7466302.500000 Penalty: 5258.207031
	Iteration 16Q: 3 clusters Score -7466302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7466348.000000 Penalty: 5258.207031
	Iteration 17Q: 3 clusters Score -7466348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7466389.500000 Penalty: 5258.207031
	Iteration 18Q: 3 clusters Score -7466390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7466429.500000 Penalty: 5258.207031
	Iteration 19Q: 3 clusters Score -7466430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7466432.000000 Penalty: 5258.207031
	Iteration 20F: 3 clusters Score -7466432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7466448.500000 Penalty: 5258.207031
	Iteration 21Q: 3 clusters Score -7466448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7466457.500000 Penalty: 5258.207031
	Iteration 22Q: 3 clusters Score -7466458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7466454.000000 Penalty: 5258.207031
	Iteration 23Q: 3 clusters Score -7466454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7466461.000000 Penalty: 5258.207031
	Iteration 24Q: 3 clusters Score -7466461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7466456.000000 Penalty: 5258.207031
	Iteration 25Q: 3 clusters Score -7466456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -7466456.000000 Penalty: 5258.207031
	Iteration 26Q: 3 clusters Score -7466456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -7466456.000000 Penalty: 5258.207031
	Iteration 27F: 3 clusters Score -7466456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Entering Unmasked Estep 
Score: -9023360.000000 Penalty: 2674.587646
	Iteration 0F: 2 clusters Score -9023360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8992200.000000 Penalty: 5349.175293
	Iteration 0F: 3 clusters Score -8992200 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -9004432.000000 Penalty: 5349.175293
	Iteration 1F: 3 clusters Score -9004432 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -9005073.000000 Penalty: 5349.175293
	Iteration 2Q: 3 clusters Score -9005073 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -9005695.000000 Penalty: 5349.175293
	Iteration 3Q: 3 clusters Score -9005695 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9006347.000000 Penalty: 5349.175293
	Iteration 4Q: 3 clusters Score -9006347 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -9007017.000000 Penalty: 5349.175293
	Iteration 5Q: 3 clusters Score -9007017 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -9007695.000000 Penalty: 5349.175293
	Iteration 6Q: 3 clusters Score -9007695 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -9008471.000000 Penalty: 5349.175293
	Iteration 7Q: 3 clusters Score -9008471 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -9009319.000000 Penalty: 5349.175293
	Iteration 8Q: 3 clusters Score -9009319 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -9010446.000000 Penalty: 5349.175293
	Iteration 9Q: 3 clusters Score -9010446 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -9011948.000000 Penalty: 5349.175293
	Iteration 10Q: 3 clusters Score -9011948 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -9013591.000000 Penalty: 5349.175293
	Iteration 11F: 3 clusters Score -9013591 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -9015197.000000 Penalty: 5349.175293
	Iteration 12F: 3 clusters Score -9015197 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -9016454.000000 Penalty: 5349.175293
	Iteration 13Q: 3 clusters Score -9016454 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -9017101.000000 Penalty: 5349.175293
	Iteration 14Q: 3 clusters Score -9017101 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9017368.000000 Penalty: 5349.175293
	Iteration 15Q: 3 clusters Score -9017368 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -9017569.000000 Penalty: 5349.175293
	Iteration 16Q: 3 clusters Score -9017569 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -9017716.000000 Penalty: 5349.175293
	Iteration 17Q: 3 clusters Score -9017716 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -9017828.000000 Penalty: 5349.175293
	Iteration 18Q: 3 clusters Score -9017828 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -9017986.000000 Penalty: 5349.175293
	Iteration 19Q: 3 clusters Score -9017986 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -9018110.000000 Penalty: 5349.175293
	Iteration 20F: 3 clusters Score -9018110 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9018259.000000 Penalty: 5349.175293
	Iteration 21Q: 3 clusters Score -9018259 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9018380.000000 Penalty: 5349.175293
	Iteration 22Q: 3 clusters Score -9018380 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -9018520.000000 Penalty: 5349.175293
	Iteration 23Q: 3 clusters Score -9018520 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -9018632.000000 Penalty: 5349.175293
	Iteration 24Q: 3 clusters Score -9018632 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9018715.000000 Penalty: 5349.175293
	Iteration 25Q: 3 clusters Score -9018715 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -9018769.000000 Penalty: 5349.175293
	Iteration 26Q: 3 clusters Score -9018769 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9018862.000000 Penalty: 5349.175293
	Iteration 27Q: 3 clusters Score -9018862 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -9018952.000000 Penalty: 5349.175293
	Iteration 28Q: 3 clusters Score -9018952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -9019065.000000 Penalty: 5349.175293
	Iteration 29Q: 3 clusters Score -9019065 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9019170.000000 Penalty: 5349.175293
	Iteration 30Q: 3 clusters Score -9019170 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -9019224.000000 Penalty: 5349.175293
	Iteration 31Q: 3 clusters Score -9019224 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -9019326.000000 Penalty: 5349.175293
	Iteration 32Q: 3 clusters Score -9019326 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -9019403.000000 Penalty: 5349.175293
	Iteration 33Q: 3 clusters Score -9019403 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -9019463.000000 Penalty: 5349.175293
	Iteration 34Q: 3 clusters Score -9019463 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -9019520.000000 Penalty: 5349.175293
	Iteration 35Q: 3 clusters Score -9019520 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -9019599.000000 Penalty: 5349.175293
	Iteration 36Q: 3 clusters Score -9019599 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -9019721.000000 Penalty: 5349.175293
	Iteration 37Q: 3 clusters Score -9019721 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -9019842.000000 Penalty: 5349.175293
	Iteration 38Q: 3 clusters Score -9019842 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -9019917.000000 Penalty: 5349.175293
	Iteration 39Q: 3 clusters Score -9019917 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -9020064.000000 Penalty: 5349.175293
	Iteration 40F: 3 clusters Score -9020064 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -9020160.000000 Penalty: 5349.175293
	Iteration 41Q: 3 clusters Score -9020160 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -9020294.000000 Penalty: 5349.175293
	Iteration 42Q: 3 clusters Score -9020294 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -9020415.000000 Penalty: 5349.175293
	Iteration 43Q: 3 clusters Score -9020415 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -9020504.000000 Penalty: 5349.175293
	Iteration 44Q: 3 clusters Score -9020504 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -9020623.000000 Penalty: 5349.175293
	Iteration 45Q: 3 clusters Score -9020623 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -9020718.000000 Penalty: 5349.175293
	Iteration 46Q: 3 clusters Score -9020718 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -9020818.000000 Penalty: 5349.175293
	Iteration 47Q: 3 clusters Score -9020818 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -9020918.000000 Penalty: 5349.175293
	Iteration 48Q: 3 clusters Score -9020918 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -9020984.000000 Penalty: 5349.175293
	Iteration 49Q: 3 clusters Score -9020984 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -9021002.000000 Penalty: 5349.175293
	Iteration 50Q: 3 clusters Score -9021002 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -9021102.000000 Penalty: 5349.175293
	Iteration 51Q: 3 clusters Score -9021102 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -9021181.000000 Penalty: 5349.175293
	Iteration 52Q: 3 clusters Score -9021181 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -9021244.000000 Penalty: 5349.175293
	Iteration 53Q: 3 clusters Score -9021244 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -9021326.000000 Penalty: 5349.175293
	Iteration 54Q: 3 clusters Score -9021326 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -9021409.000000 Penalty: 5349.175293
	Iteration 55Q: 3 clusters Score -9021409 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -9021536.000000 Penalty: 5349.175293
	Iteration 56Q: 3 clusters Score -9021536 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -9021618.000000 Penalty: 5349.175293
	Iteration 57Q: 3 clusters Score -9021618 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -9021712.000000 Penalty: 5349.175293
	Iteration 58Q: 3 clusters Score -9021712 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -9021787.000000 Penalty: 5349.175293
	Iteration 59Q: 3 clusters Score -9021787 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -9021886.000000 Penalty: 5349.175293
	Iteration 60F: 3 clusters Score -9021886 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -9021991.000000 Penalty: 5349.175293
	Iteration 61Q: 3 clusters Score -9021991 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -9022081.000000 Penalty: 5349.175293
	Iteration 62Q: 3 clusters Score -9022081 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -9022167.000000 Penalty: 5349.175293
	Iteration 63Q: 3 clusters Score -9022167 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9022220.000000 Penalty: 5349.175293
	Iteration 64Q: 3 clusters Score -9022220 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -9022262.000000 Penalty: 5349.175293
	Iteration 65Q: 3 clusters Score -9022262 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -9022287.000000 Penalty: 5349.175293
	Iteration 66Q: 3 clusters Score -9022287 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -9022352.000000 Penalty: 5349.175293
	Iteration 67Q: 3 clusters Score -9022352 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -9022389.000000 Penalty: 5349.175293
	Iteration 68Q: 3 clusters Score -9022389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -9022443.000000 Penalty: 5349.175293
	Iteration 69Q: 3 clusters Score -9022443 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -9022477.000000 Penalty: 5349.175293
	Iteration 70Q: 3 clusters Score -9022477 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -9022509.000000 Penalty: 5349.175293
	Iteration 71Q: 3 clusters Score -9022509 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -9022531.000000 Penalty: 5349.175293
	Iteration 72Q: 3 clusters Score -9022531 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -9022541.000000 Penalty: 5349.175293
	Iteration 73Q: 3 clusters Score -9022541 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -9022562.000000 Penalty: 5349.175293
	Iteration 74Q: 3 clusters Score -9022562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -9022567.000000 Penalty: 5349.175293
	Iteration 75Q: 3 clusters Score -9022567 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -9022570.000000 Penalty: 5349.175293
	Iteration 76Q: 3 clusters Score -9022570 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9022583.000000 Penalty: 5349.175293
	Iteration 77Q: 3 clusters Score -9022583 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -9022569.000000 Penalty: 5349.175293
	Iteration 78Q: 3 clusters Score -9022569 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9022587.000000 Penalty: 5349.175293
	Iteration 79Q: 3 clusters Score -9022587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9022603.000000 Penalty: 5349.175293
	Iteration 80F: 3 clusters Score -9022603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -9022607.000000 Penalty: 5349.175293
	Iteration 81Q: 3 clusters Score -9022607 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9022619.000000 Penalty: 5349.175293
	Iteration 82Q: 3 clusters Score -9022619 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -9022603.000000 Penalty: 5349.175293
	Iteration 83Q: 3 clusters Score -9022603 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -9022581.000000 Penalty: 5349.175293
	Iteration 84Q: 3 clusters Score -9022581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9022596.000000 Penalty: 5349.175293
	Iteration 85Q: 3 clusters Score -9022596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -9022571.000000 Penalty: 5349.175293
	Iteration 86Q: 3 clusters Score -9022571 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9022561.000000 Penalty: 5349.175293
	Iteration 87Q: 3 clusters Score -9022561 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9022547.000000 Penalty: 5349.175293
	Iteration 88Q: 3 clusters Score -9022547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9022536.000000 Penalty: 5349.175293
	Iteration 89Q: 3 clusters Score -9022536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9022584.000000 Penalty: 5349.175293
	Iteration 90Q: 3 clusters Score -9022584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 91Q: 3 clusters Score -9022551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9022554.000000 Penalty: 5349.175293
	Iteration 92Q: 3 clusters Score -9022554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9022555.000000 Penalty: 5349.175293
	Iteration 93Q: 3 clusters Score -9022555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9022557.000000 Penalty: 5349.175293
	Iteration 94Q: 3 clusters Score -9022557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -9022586.000000 Penalty: 5349.175293
	Iteration 95Q: 3 clusters Score -9022586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9022572.000000 Penalty: 5349.175293
	Iteration 96Q: 3 clusters Score -9022572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9022582.000000 Penalty: 5349.175293
	Iteration 97Q: 3 clusters Score -9022582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9022587.000000 Penalty: 5349.175293
	Iteration 98Q: 3 clusters Score -9022587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9022585.000000 Penalty: 5349.175293
	Iteration 99Q: 3 clusters Score -9022585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9022575.000000 Penalty: 5349.175293
	Iteration 100F: 3 clusters Score -9022575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -9022570.000000 Penalty: 5349.175293
	Iteration 101Q: 3 clusters Score -9022570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9022587.000000 Penalty: 5349.175293
	Iteration 102Q: 3 clusters Score -9022587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9022562.000000 Penalty: 5349.175293
	Iteration 103Q: 3 clusters Score -9022562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9022567.000000 Penalty: 5349.175293
	Iteration 104Q: 3 clusters Score -9022567 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9022561.000000 Penalty: 5349.175293
	Iteration 105Q: 3 clusters Score -9022561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9022563.000000 Penalty: 5349.175293
	Iteration 106Q: 3 clusters Score -9022563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9022560.000000 Penalty: 5349.175293
	Iteration 107Q: 3 clusters Score -9022560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9022546.000000 Penalty: 5349.175293
	Iteration 108Q: 3 clusters Score -9022546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9022561.000000 Penalty: 5349.175293
	Iteration 109Q: 3 clusters Score -9022561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9022571.000000 Penalty: 5349.175293
	Iteration 110Q: 3 clusters Score -9022571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9022565.000000 Penalty: 5349.175293
	Iteration 111Q: 3 clusters Score -9022565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9022577.000000 Penalty: 5349.175293
	Iteration 112Q: 3 clusters Score -9022577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9022586.000000 Penalty: 5349.175293
	Iteration 113Q: 3 clusters Score -9022586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9022587.000000 Penalty: 5349.175293
	Iteration 114Q: 3 clusters Score -9022587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9022580.000000 Penalty: 5349.175293
	Iteration 115Q: 3 clusters Score -9022580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9022580.000000 Penalty: 5349.175293
	Iteration 116Q: 3 clusters Score -9022580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9022576.000000 Penalty: 5349.175293
	Iteration 117Q: 3 clusters Score -9022576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9022573.000000 Penalty: 5349.175293
	Iteration 118Q: 3 clusters Score -9022573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9022568.000000 Penalty: 5349.175293
	Iteration 119Q: 3 clusters Score -9022568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 120F: 3 clusters Score -9022551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9022558.000000 Penalty: 5349.175293
	Iteration 121Q: 3 clusters Score -9022558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 122Q: 3 clusters Score -9022551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9022550.000000 Penalty: 5349.175293
	Iteration 123Q: 3 clusters Score -9022550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 124Q: 3 clusters Score -9022551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9022556.000000 Penalty: 5349.175293
	Iteration 125Q: 3 clusters Score -9022556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 126Q: 3 clusters Score -9022551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9022546.000000 Penalty: 5349.175293
	Iteration 127Q: 3 clusters Score -9022546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9022555.000000 Penalty: 5349.175293
	Iteration 128Q: 3 clusters Score -9022555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5349.175293
	Iteration 129Q: 3 clusters Score -9022551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9022561.000000 Penalty: 5349.175293
	Iteration 130Q: 3 clusters Score -9022561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9022548.000000 Penalty: 5349.175293
	Iteration 131Q: 3 clusters Score -9022548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9022547.000000 Penalty: 5349.175293
	Iteration 132Q: 3 clusters Score -9022547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9022549.000000 Penalty: 5349.175293
	Iteration 133Q: 3 clusters Score -9022549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9022550.000000 Penalty: 5349.175293
	Iteration 134Q: 3 clusters Score -9022550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9022547.000000 Penalty: 5349.175293
	Iteration 135Q: 3 clusters Score -9022547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9022547.000000 Penalty: 5349.175293
	Iteration 136F: 3 clusters Score -9022547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98360.687500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98360.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96806.867188 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96806.87 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96970.585938 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -96970.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -97009.476562 Penalty: 3137.770020
	Iteration 2Q: 3 clusters Score -97009.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97030.070312 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -97030.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97056.203125 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -97056.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97076.226562 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97076.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97080.726562 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97080.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97083.296875 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97083.296875 Penalty: 3137.770020
	Iteration 8F: 3 clusters Score -97083.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Entering Unmasked Estep 
Score: -9429839.000000 Penalty: 2682.669434
	Iteration 0F: 2 clusters Score -9429839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -9400041.000000 Penalty: 5365.338867
	Iteration 0F: 3 clusters Score -9400041 nChanged 23050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -9413357.000000 Penalty: 5365.338867
	Iteration 1F: 3 clusters Score -9413357 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -9414147.000000 Penalty: 5365.338867
	Iteration 2Q: 3 clusters Score -9414147 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -9415089.000000 Penalty: 5365.338867
	Iteration 3Q: 3 clusters Score -9415089 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -9416470.000000 Penalty: 5365.338867
	Iteration 4F: 3 clusters Score -9416470 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -9418401.000000 Penalty: 5365.338867
	Iteration 5F: 3 clusters Score -9418401 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -9421064.000000 Penalty: 5365.338867
	Iteration 6F: 3 clusters Score -9421064 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -9424157.000000 Penalty: 5365.338867
	Iteration 7F: 3 clusters Score -9424157 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -9426348.000000 Penalty: 5365.338867
	Iteration 8F: 3 clusters Score -9426348 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -9427080.000000 Penalty: 5365.338867
	Iteration 9Q: 3 clusters Score -9427080 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -9427271.000000 Penalty: 5365.338867
	Iteration 10Q: 3 clusters Score -9427271 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -9427421.000000 Penalty: 5365.338867
	Iteration 11Q: 3 clusters Score -9427421 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -9427515.000000 Penalty: 5365.338867
	Iteration 12Q: 3 clusters Score -9427515 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -9427598.000000 Penalty: 5365.338867
	Iteration 13Q: 3 clusters Score -9427598 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -9427680.000000 Penalty: 5365.338867
	Iteration 14Q: 3 clusters Score -9427680 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9427751.000000 Penalty: 5365.338867
	Iteration 15Q: 3 clusters Score -9427751 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -9427849.000000 Penalty: 5365.338867
	Iteration 16Q: 3 clusters Score -9427849 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -9427924.000000 Penalty: 5365.338867
	Iteration 17Q: 3 clusters Score -9427924 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -9427971.000000 Penalty: 5365.338867
	Iteration 18Q: 3 clusters Score -9427971 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -9428023.000000 Penalty: 5365.338867
	Iteration 19Q: 3 clusters Score -9428023 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9428071.000000 Penalty: 5365.338867
	Iteration 20F: 3 clusters Score -9428071 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -9428103.000000 Penalty: 5365.338867
	Iteration 21Q: 3 clusters Score -9428103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -9428106.000000 Penalty: 5365.338867
	Iteration 22Q: 3 clusters Score -9428106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -9428154.000000 Penalty: 5365.338867
	Iteration 23Q: 3 clusters Score -9428154 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -9428175.000000 Penalty: 5365.338867
	Iteration 24Q: 3 clusters Score -9428175 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -9428190.000000 Penalty: 5365.338867
	Iteration 25Q: 3 clusters Score -9428190 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -9428223.000000 Penalty: 5365.338867
	Iteration 26Q: 3 clusters Score -9428223 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -9428269.000000 Penalty: 5365.338867
	Iteration 27Q: 3 clusters Score -9428269 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -9428278.000000 Penalty: 5365.338867
	Iteration 28Q: 3 clusters Score -9428278 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -9428318.000000 Penalty: 5365.338867
	Iteration 29Q: 3 clusters Score -9428318 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -9428306.000000 Penalty: 5365.338867
	Iteration 30Q: 3 clusters Score -9428306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -9428318.000000 Penalty: 5365.338867
	Iteration 31Q: 3 clusters Score -9428318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -9428365.000000 Penalty: 5365.338867
	Iteration 32Q: 3 clusters Score -9428365 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -9428367.000000 Penalty: 5365.338867
	Iteration 33Q: 3 clusters Score -9428367 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -9428385.000000 Penalty: 5365.338867
	Iteration 34Q: 3 clusters Score -9428385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -9428395.000000 Penalty: 5365.338867
	Iteration 35Q: 3 clusters Score -9428395 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -9428397.000000 Penalty: 5365.338867
	Iteration 36Q: 3 clusters Score -9428397 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -9428388.000000 Penalty: 5365.338867
	Iteration 37Q: 3 clusters Score -9428388 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -9428370.000000 Penalty: 5365.338867
	Iteration 38Q: 3 clusters Score -9428370 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -9428419.000000 Penalty: 5365.338867
	Iteration 39Q: 3 clusters Score -9428419 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -9428436.000000 Penalty: 5365.338867
	Iteration 40F: 3 clusters Score -9428436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -9428439.000000 Penalty: 5365.338867
	Iteration 41Q: 3 clusters Score -9428439 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -9428460.000000 Penalty: 5365.338867
	Iteration 42Q: 3 clusters Score -9428460 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -9428463.000000 Penalty: 5365.338867
	Iteration 43Q: 3 clusters Score -9428463 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -9428490.000000 Penalty: 5365.338867
	Iteration 44Q: 3 clusters Score -9428490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -9428501.000000 Penalty: 5365.338867
	Iteration 45Q: 3 clusters Score -9428501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9428490.000000 Penalty: 5365.338867
	Iteration 46Q: 3 clusters Score -9428490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -9428527.000000 Penalty: 5365.338867
	Iteration 47Q: 3 clusters Score -9428527 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -9428521.000000 Penalty: 5365.338867
	Iteration 48Q: 3 clusters Score -9428521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -9428504.000000 Penalty: 5365.338867
	Iteration 49Q: 3 clusters Score -9428504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -9428531.000000 Penalty: 5365.338867
	Iteration 50Q: 3 clusters Score -9428531 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -9428531.000000 Penalty: 5365.338867
	Iteration 51Q: 3 clusters Score -9428531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -9428533.000000 Penalty: 5365.338867
	Iteration 52Q: 3 clusters Score -9428533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -9428549.000000 Penalty: 5365.338867
	Iteration 53Q: 3 clusters Score -9428549 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -9428564.000000 Penalty: 5365.338867
	Iteration 54Q: 3 clusters Score -9428564 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -9428570.000000 Penalty: 5365.338867
	Iteration 55Q: 3 clusters Score -9428570 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -9428591.000000 Penalty: 5365.338867
	Iteration 56Q: 3 clusters Score -9428591 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -9428606.000000 Penalty: 5365.338867
	Iteration 57Q: 3 clusters Score -9428606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -9428611.000000 Penalty: 5365.338867
	Iteration 58Q: 3 clusters Score -9428611 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -9428616.000000 Penalty: 5365.338867
	Iteration 59Q: 3 clusters Score -9428616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -9428636.000000 Penalty: 5365.338867
	Iteration 60F: 3 clusters Score -9428636 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -9428667.000000 Penalty: 5365.338867
	Iteration 61Q: 3 clusters Score -9428667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -9428679.000000 Penalty: 5365.338867
	Iteration 62Q: 3 clusters Score -9428679 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -9428689.000000 Penalty: 5365.338867
	Iteration 63Q: 3 clusters Score -9428689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -9428695.000000 Penalty: 5365.338867
	Iteration 64Q: 3 clusters Score -9428695 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -9428673.000000 Penalty: 5365.338867
	Iteration 65Q: 3 clusters Score -9428673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -9428685.000000 Penalty: 5365.338867
	Iteration 66Q: 3 clusters Score -9428685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -9428674.000000 Penalty: 5365.338867
	Iteration 67Q: 3 clusters Score -9428674 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -9428684.000000 Penalty: 5365.338867
	Iteration 68Q: 3 clusters Score -9428684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -9428688.000000 Penalty: 5365.338867
	Iteration 69Q: 3 clusters Score -9428688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -9428675.000000 Penalty: 5365.338867
	Iteration 70Q: 3 clusters Score -9428675 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -9428677.000000 Penalty: 5365.338867
	Iteration 71Q: 3 clusters Score -9428677 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -9428664.000000 Penalty: 5365.338867
	Iteration 72Q: 3 clusters Score -9428664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -9428657.000000 Penalty: 5365.338867
	Iteration 73Q: 3 clusters Score -9428657 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -9428673.000000 Penalty: 5365.338867
	Iteration 74Q: 3 clusters Score -9428673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -9428684.000000 Penalty: 5365.338867
	Iteration 75Q: 3 clusters Score -9428684 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -9428683.000000 Penalty: 5365.338867
	Iteration 76Q: 3 clusters Score -9428683 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -9428698.000000 Penalty: 5365.338867
	Iteration 77Q: 3 clusters Score -9428698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -9428693.000000 Penalty: 5365.338867
	Iteration 78Q: 3 clusters Score -9428693 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -9428672.000000 Penalty: 5365.338867
	Iteration 79Q: 3 clusters Score -9428672 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9428664.000000 Penalty: 5365.338867
	Iteration 80F: 3 clusters Score -9428664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9428663.000000 Penalty: 5365.338867
	Iteration 81Q: 3 clusters Score -9428663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -9428644.000000 Penalty: 5365.338867
	Iteration 82Q: 3 clusters Score -9428644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -9428657.000000 Penalty: 5365.338867
	Iteration 83Q: 3 clusters Score -9428657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -9428667.000000 Penalty: 5365.338867
	Iteration 84Q: 3 clusters Score -9428667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -9428687.000000 Penalty: 5365.338867
	Iteration 85Q: 3 clusters Score -9428687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -9428663.000000 Penalty: 5365.338867
	Iteration 86Q: 3 clusters Score -9428663 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -9428681.000000 Penalty: 5365.338867
	Iteration 87Q: 3 clusters Score -9428681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9428705.000000 Penalty: 5365.338867
	Iteration 88Q: 3 clusters Score -9428705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -9428724.000000 Penalty: 5365.338867
	Iteration 89Q: 3 clusters Score -9428724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -9428759.000000 Penalty: 5365.338867
	Iteration 90Q: 3 clusters Score -9428759 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -9428785.000000 Penalty: 5365.338867
	Iteration 91Q: 3 clusters Score -9428785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -9428796.000000 Penalty: 5365.338867
	Iteration 92Q: 3 clusters Score -9428796 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -9428779.000000 Penalty: 5365.338867
	Iteration 93Q: 3 clusters Score -9428779 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9428785.000000 Penalty: 5365.338867
	Iteration 94Q: 3 clusters Score -9428785 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -9428791.000000 Penalty: 5365.338867
	Iteration 95Q: 3 clusters Score -9428791 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -9428769.000000 Penalty: 5365.338867
	Iteration 96Q: 3 clusters Score -9428769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -9428770.000000 Penalty: 5365.338867
	Iteration 97Q: 3 clusters Score -9428770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -9428785.000000 Penalty: 5365.338867
	Iteration 98Q: 3 clusters Score -9428785 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -9428802.000000 Penalty: 5365.338867
	Iteration 99Q: 3 clusters Score -9428802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -9428802.000000 Penalty: 5365.338867
	Iteration 100F: 3 clusters Score -9428802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -9428811.000000 Penalty: 5365.338867
	Iteration 101Q: 3 clusters Score -9428811 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9428804.000000 Penalty: 5365.338867
	Iteration 102Q: 3 clusters Score -9428804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9428778.000000 Penalty: 5365.338867
	Iteration 103Q: 3 clusters Score -9428778 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -9428794.000000 Penalty: 5365.338867
	Iteration 104Q: 3 clusters Score -9428794 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -9428820.000000 Penalty: 5365.338867
	Iteration 105Q: 3 clusters Score -9428820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9428816.000000 Penalty: 5365.338867
	Iteration 106Q: 3 clusters Score -9428816 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -9428836.000000 Penalty: 5365.338867
	Iteration 107Q: 3 clusters Score -9428836 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9428827.000000 Penalty: 5365.338867
	Iteration 108Q: 3 clusters Score -9428827 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -9428815.000000 Penalty: 5365.338867
	Iteration 109Q: 3 clusters Score -9428815 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9428800.000000 Penalty: 5365.338867
	Iteration 110Q: 3 clusters Score -9428800 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9428797.000000 Penalty: 5365.338867
	Iteration 111Q: 3 clusters Score -9428797 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -9428805.000000 Penalty: 5365.338867
	Iteration 112Q: 3 clusters Score -9428805 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -9428813.000000 Penalty: 5365.338867
	Iteration 113Q: 3 clusters Score -9428813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -9428810.000000 Penalty: 5365.338867
	Iteration 114Q: 3 clusters Score -9428810 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -9428826.000000 Penalty: 5365.338867
	Iteration 115Q: 3 clusters Score -9428826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9428848.000000 Penalty: 5365.338867
	Iteration 116Q: 3 clusters Score -9428848 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9428887.000000 Penalty: 5365.338867
	Iteration 117Q: 3 clusters Score -9428887 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -9428882.000000 Penalty: 5365.338867
	Iteration 118Q: 3 clusters Score -9428882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9428873.000000 Penalty: 5365.338867
	Iteration 119Q: 3 clusters Score -9428873 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9428860.000000 Penalty: 5365.338867
	Iteration 120F: 3 clusters Score -9428860 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9428843.000000 Penalty: 5365.338867
	Iteration 121Q: 3 clusters Score -9428843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9428849.000000 Penalty: 5365.338867
	Iteration 122Q: 3 clusters Score -9428849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9428872.000000 Penalty: 5365.338867
	Iteration 123Q: 3 clusters Score -9428872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9428840.000000 Penalty: 5365.338867
	Iteration 124Q: 3 clusters Score -9428840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9428817.000000 Penalty: 5365.338867
	Iteration 125Q: 3 clusters Score -9428817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -9428821.000000 Penalty: 5365.338867
	Iteration 126Q: 3 clusters Score -9428821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -9428802.000000 Penalty: 5365.338867
	Iteration 127Q: 3 clusters Score -9428802 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -9428808.000000 Penalty: 5365.338867
	Iteration 128Q: 3 clusters Score -9428808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9428795.000000 Penalty: 5365.338867
	Iteration 129Q: 3 clusters Score -9428795 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9428761.000000 Penalty: 5365.338867
	Iteration 130Q: 3 clusters Score -9428761 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9428769.000000 Penalty: 5365.338867
	Iteration 131Q: 3 clusters Score -9428769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9428771.000000 Penalty: 5365.338867
	Iteration 132Q: 3 clusters Score -9428771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9428765.000000 Penalty: 5365.338867
	Iteration 133Q: 3 clusters Score -9428765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9428787.000000 Penalty: 5365.338867
	Iteration 134Q: 3 clusters Score -9428787 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9428779.000000 Penalty: 5365.338867
	Iteration 135Q: 3 clusters Score -9428779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -9428776.000000 Penalty: 5365.338867
	Iteration 136Q: 3 clusters Score -9428776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9428777.000000 Penalty: 5365.338867
	Iteration 137Q: 3 clusters Score -9428777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9428759.000000 Penalty: 5365.338867
	Iteration 138Q: 3 clusters Score -9428759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9428767.000000 Penalty: 5365.338867
	Iteration 139Q: 3 clusters Score -9428767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -9428768.000000 Penalty: 5365.338867
	Iteration 140F: 3 clusters Score -9428768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9428772.000000 Penalty: 5365.338867
	Iteration 141Q: 3 clusters Score -9428772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9428765.000000 Penalty: 5365.338867
	Iteration 142Q: 3 clusters Score -9428765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9428762.000000 Penalty: 5365.338867
	Iteration 143Q: 3 clusters Score -9428762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9428754.000000 Penalty: 5365.338867
	Iteration 144Q: 3 clusters Score -9428754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9428749.000000 Penalty: 5365.338867
	Iteration 145Q: 3 clusters Score -9428749 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -9428748.000000 Penalty: 5365.338867
	Iteration 146Q: 3 clusters Score -9428748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -9428743.000000 Penalty: 5365.338867
	Iteration 147Q: 3 clusters Score -9428743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9428738.000000 Penalty: 5365.338867
	Iteration 148Q: 3 clusters Score -9428738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9428744.000000 Penalty: 5365.338867
	Iteration 149Q: 3 clusters Score -9428744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -9428750.000000 Penalty: 5365.338867
	Iteration 150Q: 3 clusters Score -9428750 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9428758.000000 Penalty: 5365.338867
	Iteration 151Q: 3 clusters Score -9428758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9428743.000000 Penalty: 5365.338867
	Iteration 152Q: 3 clusters Score -9428743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -9428737.000000 Penalty: 5365.338867
	Iteration 153Q: 3 clusters Score -9428737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9428727.000000 Penalty: 5365.338867
	Iteration 154Q: 3 clusters Score -9428727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9428720.000000 Penalty: 5365.338867
	Iteration 155Q: 3 clusters Score -9428720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -9428708.000000 Penalty: 5365.338867
	Iteration 156Q: 3 clusters Score -9428708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9428714.000000 Penalty: 5365.338867
	Iteration 157Q: 3 clusters Score -9428714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9428702.000000 Penalty: 5365.338867
	Iteration 158Q: 3 clusters Score -9428702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9428703.000000 Penalty: 5365.338867
	Iteration 159Q: 3 clusters Score -9428703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9428705.000000 Penalty: 5365.338867
	Iteration 160F: 3 clusters Score -9428705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9428706.000000 Penalty: 5365.338867
	Iteration 161Q: 3 clusters Score -9428706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9428702.000000 Penalty: 5365.338867
	Iteration 162Q: 3 clusters Score -9428702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9428706.000000 Penalty: 5365.338867
	Iteration 163Q: 3 clusters Score -9428706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9428704.000000 Penalty: 5365.338867
	Iteration 164Q: 3 clusters Score -9428704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9428707.000000 Penalty: 5365.338867
	Iteration 165Q: 3 clusters Score -9428707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9428694.000000 Penalty: 5365.338867
	Iteration 166Q: 3 clusters Score -9428694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9428694.000000 Penalty: 5365.338867
	Iteration 167Q: 3 clusters Score -9428694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9428694.000000 Penalty: 5365.338867
	Iteration 168Q: 3 clusters Score -9428694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9428701.000000 Penalty: 5365.338867
	Iteration 169Q: 3 clusters Score -9428701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9428687.000000 Penalty: 5365.338867
	Iteration 170Q: 3 clusters Score -9428687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9428692.000000 Penalty: 5365.338867
	Iteration 171Q: 3 clusters Score -9428692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9428686.000000 Penalty: 5365.338867
	Iteration 172Q: 3 clusters Score -9428686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9428693.000000 Penalty: 5365.338867
	Iteration 173Q: 3 clusters Score -9428693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9428693.000000 Penalty: 5365.338867
	Iteration 174Q: 3 clusters Score -9428693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9428696.000000 Penalty: 5365.338867
	Iteration 175Q: 3 clusters Score -9428696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9428707.000000 Penalty: 5365.338867
	Iteration 176Q: 3 clusters Score -9428707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9428696.000000 Penalty: 5365.338867
	Iteration 177Q: 3 clusters Score -9428696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9428694.000000 Penalty: 5365.338867
	Iteration 178Q: 3 clusters Score -9428694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9428681.000000 Penalty: 5365.338867
	Iteration 179Q: 3 clusters Score -9428681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -9428678.000000 Penalty: 5365.338867
	Iteration 180F: 3 clusters Score -9428678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9428670.000000 Penalty: 5365.338867
	Iteration 181Q: 3 clusters Score -9428670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9428658.000000 Penalty: 5365.338867
	Iteration 182Q: 3 clusters Score -9428658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9428663.000000 Penalty: 5365.338867
	Iteration 183Q: 3 clusters Score -9428663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9428666.000000 Penalty: 5365.338867
	Iteration 184Q: 3 clusters Score -9428666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9428659.000000 Penalty: 5365.338867
	Iteration 185Q: 3 clusters Score -9428659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9428661.000000 Penalty: 5365.338867
	Iteration 186Q: 3 clusters Score -9428661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9428661.000000 Penalty: 5365.338867
	Iteration 187Q: 3 clusters Score -9428661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9428662.000000 Penalty: 5365.338867
	Iteration 188Q: 3 clusters Score -9428662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -9428670.000000 Penalty: 5365.338867
	Iteration 189Q: 3 clusters Score -9428670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9428662.000000 Penalty: 5365.338867
	Iteration 190Q: 3 clusters Score -9428662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9428663.000000 Penalty: 5365.338867
	Iteration 191Q: 3 clusters Score -9428663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9428658.000000 Penalty: 5365.338867
	Iteration 192Q: 3 clusters Score -9428658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9428655.000000 Penalty: 5365.338867
	Iteration 193Q: 3 clusters Score -9428655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9428651.000000 Penalty: 5365.338867
	Iteration 194Q: 3 clusters Score -9428651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9428648.000000 Penalty: 5365.338867
	Iteration 195Q: 3 clusters Score -9428648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9428645.000000 Penalty: 5365.338867
	Iteration 196Q: 3 clusters Score -9428645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9428646.000000 Penalty: 5365.338867
	Iteration 197Q: 3 clusters Score -9428646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9428652.000000 Penalty: 5365.338867
	Iteration 198Q: 3 clusters Score -9428652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9428643.000000 Penalty: 5365.338867
	Iteration 199Q: 3 clusters Score -9428643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9428648.000000 Penalty: 5365.338867
	Iteration 200F: 3 clusters Score -9428648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9428643.000000 Penalty: 5365.338867
	Iteration 201Q: 3 clusters Score -9428643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9428647.000000 Penalty: 5365.338867
	Iteration 202Q: 3 clusters Score -9428647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9428648.000000 Penalty: 5365.338867
	Iteration 203Q: 3 clusters Score -9428648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9428649.000000 Penalty: 5365.338867
	Iteration 204Q: 3 clusters Score -9428649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9428649.000000 Penalty: 5365.338867
	Iteration 205F: 3 clusters Score -9428649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Entering Unmasked Estep 
Score: -9089664.000000 Penalty: 2676.562744
	Iteration 0F: 2 clusters Score -9089664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -9058651.000000 Penalty: 5353.125488
	Iteration 0F: 3 clusters Score -9058651 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -9070994.000000 Penalty: 5353.125488
	Iteration 1F: 3 clusters Score -9070994 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -9071396.000000 Penalty: 5353.125488
	Iteration 2Q: 3 clusters Score -9071396 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -9071761.000000 Penalty: 5353.125488
	Iteration 3Q: 3 clusters Score -9071761 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -9072135.000000 Penalty: 5353.125488
	Iteration 4Q: 3 clusters Score -9072135 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -9072530.000000 Penalty: 5353.125488
	Iteration 5Q: 3 clusters Score -9072530 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -9073051.000000 Penalty: 5353.125488
	Iteration 6Q: 3 clusters Score -9073051 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -9073802.000000 Penalty: 5353.125488
	Iteration 7Q: 3 clusters Score -9073802 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -9075041.000000 Penalty: 5353.125488
	Iteration 8F: 3 clusters Score -9075041 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -9077078.000000 Penalty: 5353.125488
	Iteration 9F: 3 clusters Score -9077078 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -9080202.000000 Penalty: 5353.125488
	Iteration 10F: 3 clusters Score -9080202 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -9083585.000000 Penalty: 5353.125488
	Iteration 11F: 3 clusters Score -9083585 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9085772.000000 Penalty: 5353.125488
	Iteration 12F: 3 clusters Score -9085772 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9086782.000000 Penalty: 5353.125488
	Iteration 13Q: 3 clusters Score -9086782 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9087130.000000 Penalty: 5353.125488
	Iteration 14Q: 3 clusters Score -9087130 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9087291.000000 Penalty: 5353.125488
	Iteration 15Q: 3 clusters Score -9087291 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9087371.000000 Penalty: 5353.125488
	Iteration 16Q: 3 clusters Score -9087371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9087423.000000 Penalty: 5353.125488
	Iteration 17Q: 3 clusters Score -9087423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9087433.000000 Penalty: 5353.125488
	Iteration 18Q: 3 clusters Score -9087433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9087454.000000 Penalty: 5353.125488
	Iteration 19Q: 3 clusters Score -9087454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9087460.000000 Penalty: 5353.125488
	Iteration 20F: 3 clusters Score -9087460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9087460.000000 Penalty: 5353.125488
	Iteration 21Q: 3 clusters Score -9087460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9087460.000000 Penalty: 5353.125488
	Iteration 22F: 3 clusters Score -9087460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -124829.953125 Penalty: 1677.443481
	Iteration 0F: 2 clusters Score -124830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -123056.617188 Penalty: 3354.886963
	Iteration 0F: 3 clusters Score -123056.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -123489.656250 Penalty: 3354.886963
	Iteration 1F: 3 clusters Score -123489.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -123799.890625 Penalty: 3354.886963
	Iteration 2F: 3 clusters Score -123799.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -124051.617188 Penalty: 3354.886963
	Iteration 3F: 3 clusters Score -124051.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -124239.171875 Penalty: 3354.886963
	Iteration 4F: 3 clusters Score -124239.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -124390.960938 Penalty: 3354.886963
	Iteration 5F: 3 clusters Score -124391 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124568.515625 Penalty: 3354.886963
	Iteration 6Q: 3 clusters Score -124568.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -124702.539062 Penalty: 3354.886963
	Iteration 7Q: 3 clusters Score -124702.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124767.578125 Penalty: 3354.886963
	Iteration 8Q: 3 clusters Score -124767.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124799.390625 Penalty: 3354.886963
	Iteration 9Q: 3 clusters Score -124799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -124861.117188 Penalty: 3354.886963
	Iteration 10Q: 3 clusters Score -124861.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124941.007812 Penalty: 3354.886963
	Iteration 11Q: 3 clusters Score -124941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -125053.351562 Penalty: 3354.886963
	Iteration 12Q: 3 clusters Score -125053.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -125112.734375 Penalty: 3354.886963
	Iteration 13Q: 3 clusters Score -125112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -125173.992188 Penalty: 3354.886963
	Iteration 14Q: 3 clusters Score -125174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -125209.742188 Penalty: 3354.886963
	Iteration 15Q: 3 clusters Score -125209.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -125213.765625 Penalty: 3354.886963
	Iteration 16Q: 3 clusters Score -125213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -125217.171875 Penalty: 3354.886963
	Iteration 17Q: 3 clusters Score -125217.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -125220.398438 Penalty: 3354.886963
	Iteration 18Q: 3 clusters Score -125220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -125224.156250 Penalty: 3354.886963
	Iteration 19Q: 3 clusters Score -125224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -125233.929688 Penalty: 3354.886963
	Iteration 20F: 3 clusters Score -125233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -125247.171875 Penalty: 3354.886963
	Iteration 21Q: 3 clusters Score -125247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -125255.773438 Penalty: 3354.886963
	Iteration 22Q: 3 clusters Score -125255.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -125264.226562 Penalty: 3354.886963
	Iteration 23Q: 3 clusters Score -125264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -125264.226562 Penalty: 3354.886963
	Iteration 24F: 3 clusters Score -125264.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 47582 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 43560 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47799 members 
Mstep: Class 10 contains 50654 members 
Mstep: Class 11 contains 8386 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43881 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 29113 members 
Mstep: Class 18 contains 48275 members 
Mstep: Class 19 contains 40184 members 
Mstep: Class 20 contains 48273 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49872 members 
Mstep: Class 23 contains 48659 members 
Mstep: Class 24 contains 458 members 
Mstep: Class 25 contains 48388 members 
Mstep: Class 26 contains 1790 members 
Mstep: Class 27 contains 58471 members 
Mstep: Class 28 contains 48963 members 
Mstep: Class 29 contains 1715 members 
Mstep: Class 30 contains 408 members 
Entering Unmasked Estep 
Score: -137120656.000000 Penalty: 100613.093750
Splitting cluster 24 changes total score from -137121904.000000 to -137120656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Entering Unmasked Estep 
Score: -9063376.000000 Penalty: 2675.177734
	Iteration 0F: 2 clusters Score -9063376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -9033214.000000 Penalty: 5350.355469
	Iteration 0F: 3 clusters Score -9033214 nChanged 22116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -9045221.000000 Penalty: 5350.355469
	Iteration 1F: 3 clusters Score -9045221 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -9045687.000000 Penalty: 5350.355469
	Iteration 2Q: 3 clusters Score -9045687 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -9046180.000000 Penalty: 5350.355469
	Iteration 3Q: 3 clusters Score -9046180 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -9046656.000000 Penalty: 5350.355469
	Iteration 4Q: 3 clusters Score -9046656 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -9047158.000000 Penalty: 5350.355469
	Iteration 5Q: 3 clusters Score -9047158 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -9047800.000000 Penalty: 5350.355469
	Iteration 6Q: 3 clusters Score -9047800 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -9048773.000000 Penalty: 5350.355469
	Iteration 7Q: 3 clusters Score -9048773 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -9050177.000000 Penalty: 5350.355469
	Iteration 8F: 3 clusters Score -9050177 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -9052097.000000 Penalty: 5350.355469
	Iteration 9F: 3 clusters Score -9052097 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -9054438.000000 Penalty: 5350.355469
	Iteration 10F: 3 clusters Score -9054438 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -9056866.000000 Penalty: 5350.355469
	Iteration 11F: 3 clusters Score -9056866 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -9058758.000000 Penalty: 5350.355469
	Iteration 12Q: 3 clusters Score -9058758 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -9059927.000000 Penalty: 5350.355469
	Iteration 13Q: 3 clusters Score -9059927 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -9060491.000000 Penalty: 5350.355469
	Iteration 14Q: 3 clusters Score -9060491 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9060701.000000 Penalty: 5350.355469
	Iteration 15Q: 3 clusters Score -9060701 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9060882.000000 Penalty: 5350.355469
	Iteration 16Q: 3 clusters Score -9060882 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9060960.000000 Penalty: 5350.355469
	Iteration 17Q: 3 clusters Score -9060960 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9061016.000000 Penalty: 5350.355469
	Iteration 18Q: 3 clusters Score -9061016 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9061044.000000 Penalty: 5350.355469
	Iteration 19Q: 3 clusters Score -9061044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9061064.000000 Penalty: 5350.355469
	Iteration 20F: 3 clusters Score -9061064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9061086.000000 Penalty: 5350.355469
	Iteration 21Q: 3 clusters Score -9061086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9061103.000000 Penalty: 5350.355469
	Iteration 22Q: 3 clusters Score -9061103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9061123.000000 Penalty: 5350.355469
	Iteration 23Q: 3 clusters Score -9061123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48090 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9061131.000000 Penalty: 5350.355469
	Iteration 24Q: 3 clusters Score -9061131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9061133.000000 Penalty: 5350.355469
	Iteration 25Q: 3 clusters Score -9061133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9061128.000000 Penalty: 5350.355469
	Iteration 26Q: 3 clusters Score -9061128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9061144.000000 Penalty: 5350.355469
	Iteration 27Q: 3 clusters Score -9061144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9061148.000000 Penalty: 5350.355469
	Iteration 28Q: 3 clusters Score -9061148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9061152.000000 Penalty: 5350.355469
	Iteration 29Q: 3 clusters Score -9061152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9061152.000000 Penalty: 5350.355469
	Iteration 30Q: 3 clusters Score -9061152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9061154.000000 Penalty: 5350.355469
	Iteration 31Q: 3 clusters Score -9061154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9061152.000000 Penalty: 5350.355469
	Iteration 32Q: 3 clusters Score -9061152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9061152.000000 Penalty: 5350.355469
	Iteration 33F: 3 clusters Score -9061152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -310931.750000 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -310931.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -308461.250000 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -308461.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -308853.750000 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -308853.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -308994.750000 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -308994.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -309086.750000 Penalty: 3715.025391
	Iteration 3Q: 3 clusters Score -309086.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -309136.031250 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -309136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -309199.437500 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -309199.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -309246.312500 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -309246.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -309287.718750 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -309287.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -309328.187500 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -309328.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -309362.343750 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -309362.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -309389.062500 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -309389.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -309420.375000 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -309420.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -309462.062500 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -309462.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -309501.437500 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -309501.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -309527.375000 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -309527.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -309556.093750 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -309556.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -309588.218750 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -309588.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -309625.875000 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -309625.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -309648.125000 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -309648.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -309660.718750 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -309660.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -309676.156250 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -309676.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -309706.125000 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -309706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -309727.875000 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -309727.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -309741.656250 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -309741.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -309750.187500 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -309750.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -309760.375000 Penalty: 3715.025391
	Iteration 25Q: 3 clusters Score -309760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -309774.093750 Penalty: 3715.025391
	Iteration 26Q: 3 clusters Score -309774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -309784.906250 Penalty: 3715.025391
	Iteration 27Q: 3 clusters Score -309784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -309798.656250 Penalty: 3715.025391
	Iteration 28Q: 3 clusters Score -309798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -309811.218750 Penalty: 3715.025391
	Iteration 29Q: 3 clusters Score -309811.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -309827.250000 Penalty: 3715.025391
	Iteration 30Q: 3 clusters Score -309827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -309838.031250 Penalty: 3715.025391
	Iteration 31Q: 3 clusters Score -309838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -309843.656250 Penalty: 3715.025391
	Iteration 32Q: 3 clusters Score -309843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -309853.093750 Penalty: 3715.025391
	Iteration 33Q: 3 clusters Score -309853.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -309868.250000 Penalty: 3715.025391
	Iteration 34Q: 3 clusters Score -309868.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -309886.687500 Penalty: 3715.025391
	Iteration 35Q: 3 clusters Score -309886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -309895.687500 Penalty: 3715.025391
	Iteration 36Q: 3 clusters Score -309895.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -309900.750000 Penalty: 3715.025391
	Iteration 37Q: 3 clusters Score -309900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309906.187500 Penalty: 3715.025391
	Iteration 38Q: 3 clusters Score -309906.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -309908.750000 Penalty: 3715.025391
	Iteration 39Q: 3 clusters Score -309908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309909.406250 Penalty: 3715.025391
	Iteration 40F: 3 clusters Score -309909.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -309910.781250 Penalty: 3715.025391
	Iteration 41Q: 3 clusters Score -309910.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309910.968750 Penalty: 3715.025391
	Iteration 42Q: 3 clusters Score -309911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -309910.968750 Penalty: 3715.025391
	Iteration 43F: 3 clusters Score -309911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Entering Unmasked Estep 
Score: -10987059.000000 Penalty: 2722.118896
	Iteration 0F: 2 clusters Score -1.098706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -10956282.000000 Penalty: 5444.237793
	Iteration 0F: 3 clusters Score -1.095628e+07 nChanged 27319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -10971401.000000 Penalty: 5444.237793
	Iteration 1F: 3 clusters Score -1.09714e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -10972127.000000 Penalty: 5444.237793
	Iteration 2Q: 3 clusters Score -1.097213e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -10973068.000000 Penalty: 5444.237793
	Iteration 3Q: 3 clusters Score -1.097307e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -10974375.000000 Penalty: 5444.237793
	Iteration 4F: 3 clusters Score -1.097438e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -10976469.000000 Penalty: 5444.237793
	Iteration 5F: 3 clusters Score -1.097647e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -10979204.000000 Penalty: 5444.237793
	Iteration 6F: 3 clusters Score -1.09792e+07 nChanged 4701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -10981568.000000 Penalty: 5444.237793
	Iteration 7F: 3 clusters Score -1.098157e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -10982730.000000 Penalty: 5444.237793
	Iteration 8F: 3 clusters Score -1.098273e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -10983561.000000 Penalty: 5444.237793
	Iteration 9Q: 3 clusters Score -1.098356e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10984122.000000 Penalty: 5444.237793
	Iteration 10Q: 3 clusters Score -1.098412e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10984374.000000 Penalty: 5444.237793
	Iteration 11Q: 3 clusters Score -1.098437e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -10984479.000000 Penalty: 5444.237793
	Iteration 12Q: 3 clusters Score -1.098448e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57963 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10984582.000000 Penalty: 5444.237793
	Iteration 13Q: 3 clusters Score -1.098458e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10984679.000000 Penalty: 5444.237793
	Iteration 14Q: 3 clusters Score -1.098468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10984696.000000 Penalty: 5444.237793
	Iteration 15Q: 3 clusters Score -1.09847e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58063 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10984714.000000 Penalty: 5444.237793
	Iteration 16Q: 3 clusters Score -1.098471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10984730.000000 Penalty: 5444.237793
	Iteration 17Q: 3 clusters Score -1.098473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10984752.000000 Penalty: 5444.237793
	Iteration 18Q: 3 clusters Score -1.098475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10984762.000000 Penalty: 5444.237793
	Iteration 19Q: 3 clusters Score -1.098476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10984749.000000 Penalty: 5444.237793
	Iteration 20F: 3 clusters Score -1.098475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10984752.000000 Penalty: 5444.237793
	Iteration 21Q: 3 clusters Score -1.098475e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10984750.000000 Penalty: 5444.237793
	Iteration 22Q: 3 clusters Score -1.098475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10984759.000000 Penalty: 5444.237793
	Iteration 23Q: 3 clusters Score -1.098476e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10984762.000000 Penalty: 5444.237793
	Iteration 24Q: 3 clusters Score -1.098476e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10984759.000000 Penalty: 5444.237793
	Iteration 25Q: 3 clusters Score -1.098476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10984761.000000 Penalty: 5444.237793
	Iteration 26Q: 3 clusters Score -1.098476e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -10984761.000000 Penalty: 5444.237793
	Iteration 27F: 3 clusters Score -1.098476e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Entering Unmasked Estep 
Score: -9158237.000000 Penalty: 2678.107422
	Iteration 0F: 2 clusters Score -9158237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -9128496.000000 Penalty: 5356.214844
	Iteration 0F: 3 clusters Score -9128496 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -9142524.000000 Penalty: 5356.214844
	Iteration 1F: 3 clusters Score -9142524 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -9144845.000000 Penalty: 5356.214844
	Iteration 2F: 3 clusters Score -9144845 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -9147876.000000 Penalty: 5356.214844
	Iteration 3F: 3 clusters Score -9147876 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -9151594.000000 Penalty: 5356.214844
	Iteration 4F: 3 clusters Score -9151594 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -9155570.000000 Penalty: 5356.214844
	Iteration 5F: 3 clusters Score -9155570 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -9158299.000000 Penalty: 5356.214844
	Iteration 6F: 3 clusters Score -9158299 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -9159207.000000 Penalty: 5356.214844
	Iteration 7Q: 3 clusters Score -9159207 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -9159446.000000 Penalty: 5356.214844
	Iteration 8Q: 3 clusters Score -9159446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -9159530.000000 Penalty: 5356.214844
	Iteration 9Q: 3 clusters Score -9159530 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -9159583.000000 Penalty: 5356.214844
	Iteration 10Q: 3 clusters Score -9159583 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -9159620.000000 Penalty: 5356.214844
	Iteration 11Q: 3 clusters Score -9159620 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9159641.000000 Penalty: 5356.214844
	Iteration 12Q: 3 clusters Score -9159641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -9159668.000000 Penalty: 5356.214844
	Iteration 13Q: 3 clusters Score -9159668 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -9159678.000000 Penalty: 5356.214844
	Iteration 14Q: 3 clusters Score -9159678 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -9159708.000000 Penalty: 5356.214844
	Iteration 15Q: 3 clusters Score -9159708 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -9159733.000000 Penalty: 5356.214844
	Iteration 16Q: 3 clusters Score -9159733 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -9159719.000000 Penalty: 5356.214844
	Iteration 17Q: 3 clusters Score -9159719 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -9159694.000000 Penalty: 5356.214844
	Iteration 18Q: 3 clusters Score -9159694 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -9159664.000000 Penalty: 5356.214844
	Iteration 19Q: 3 clusters Score -9159664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -9159703.000000 Penalty: 5356.214844
	Iteration 20F: 3 clusters Score -9159703 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -9159736.000000 Penalty: 5356.214844
	Iteration 21Q: 3 clusters Score -9159736 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -9159746.000000 Penalty: 5356.214844
	Iteration 22Q: 3 clusters Score -9159746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -9159716.000000 Penalty: 5356.214844
	Iteration 23Q: 3 clusters Score -9159716 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -9159704.000000 Penalty: 5356.214844
	Iteration 24Q: 3 clusters Score -9159704 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -9159726.000000 Penalty: 5356.214844
	Iteration 25Q: 3 clusters Score -9159726 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -9159712.000000 Penalty: 5356.214844
	Iteration 26Q: 3 clusters Score -9159712 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -9159676.000000 Penalty: 5356.214844
	Iteration 27Q: 3 clusters Score -9159676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -9159663.000000 Penalty: 5356.214844
	Iteration 28Q: 3 clusters Score -9159663 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -9159671.000000 Penalty: 5356.214844
	Iteration 29Q: 3 clusters Score -9159671 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -9159654.000000 Penalty: 5356.214844
	Iteration 30Q: 3 clusters Score -9159654 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9159614.000000 Penalty: 5356.214844
	Iteration 31Q: 3 clusters Score -9159614 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -9159580.000000 Penalty: 5356.214844
	Iteration 32Q: 3 clusters Score -9159580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -9159522.000000 Penalty: 5356.214844
	Iteration 33Q: 3 clusters Score -9159522 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -9159494.000000 Penalty: 5356.214844
	Iteration 34Q: 3 clusters Score -9159494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -9159442.000000 Penalty: 5356.214844
	Iteration 35Q: 3 clusters Score -9159442 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -9159426.000000 Penalty: 5356.214844
	Iteration 36Q: 3 clusters Score -9159426 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9159379.000000 Penalty: 5356.214844
	Iteration 37Q: 3 clusters Score -9159379 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -9159315.000000 Penalty: 5356.214844
	Iteration 38Q: 3 clusters Score -9159315 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -9159281.000000 Penalty: 5356.214844
	Iteration 39Q: 3 clusters Score -9159281 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -9159261.000000 Penalty: 5356.214844
	Iteration 40F: 3 clusters Score -9159261 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -9159218.000000 Penalty: 5356.214844
	Iteration 41Q: 3 clusters Score -9159218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9159215.000000 Penalty: 5356.214844
	Iteration 42Q: 3 clusters Score -9159215 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -9159158.000000 Penalty: 5356.214844
	Iteration 43Q: 3 clusters Score -9159158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9159124.000000 Penalty: 5356.214844
	Iteration 44Q: 3 clusters Score -9159124 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9159073.000000 Penalty: 5356.214844
	Iteration 45Q: 3 clusters Score -9159073 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -9159044.000000 Penalty: 5356.214844
	Iteration 46Q: 3 clusters Score -9159044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -9158989.000000 Penalty: 5356.214844
	Iteration 47Q: 3 clusters Score -9158989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9158978.000000 Penalty: 5356.214844
	Iteration 48Q: 3 clusters Score -9158978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -9158935.000000 Penalty: 5356.214844
	Iteration 49Q: 3 clusters Score -9158935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9158876.000000 Penalty: 5356.214844
	Iteration 50Q: 3 clusters Score -9158876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9158851.000000 Penalty: 5356.214844
	Iteration 51Q: 3 clusters Score -9158851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9158790.000000 Penalty: 5356.214844
	Iteration 52Q: 3 clusters Score -9158790 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -9158769.000000 Penalty: 5356.214844
	Iteration 53Q: 3 clusters Score -9158769 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -9158744.000000 Penalty: 5356.214844
	Iteration 54Q: 3 clusters Score -9158744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9158691.000000 Penalty: 5356.214844
	Iteration 55Q: 3 clusters Score -9158691 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -9158642.000000 Penalty: 5356.214844
	Iteration 56Q: 3 clusters Score -9158642 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -9158627.000000 Penalty: 5356.214844
	Iteration 57Q: 3 clusters Score -9158627 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -9158577.000000 Penalty: 5356.214844
	Iteration 58Q: 3 clusters Score -9158577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -9158542.000000 Penalty: 5356.214844
	Iteration 59Q: 3 clusters Score -9158542 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9158536.000000 Penalty: 5356.214844
	Iteration 60F: 3 clusters Score -9158536 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9158507.000000 Penalty: 5356.214844
	Iteration 61Q: 3 clusters Score -9158507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -9158467.000000 Penalty: 5356.214844
	Iteration 62Q: 3 clusters Score -9158467 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9158455.000000 Penalty: 5356.214844
	Iteration 63Q: 3 clusters Score -9158455 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9158424.000000 Penalty: 5356.214844
	Iteration 64Q: 3 clusters Score -9158424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9158394.000000 Penalty: 5356.214844
	Iteration 65Q: 3 clusters Score -9158394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9158374.000000 Penalty: 5356.214844
	Iteration 66Q: 3 clusters Score -9158374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9158342.000000 Penalty: 5356.214844
	Iteration 67Q: 3 clusters Score -9158342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9158314.000000 Penalty: 5356.214844
	Iteration 68Q: 3 clusters Score -9158314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9158312.000000 Penalty: 5356.214844
	Iteration 69Q: 3 clusters Score -9158312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -9158280.000000 Penalty: 5356.214844
	Iteration 70Q: 3 clusters Score -9158280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -9158236.000000 Penalty: 5356.214844
	Iteration 71Q: 3 clusters Score -9158236 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -9158211.000000 Penalty: 5356.214844
	Iteration 72Q: 3 clusters Score -9158211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9158187.000000 Penalty: 5356.214844
	Iteration 73Q: 3 clusters Score -9158187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9158179.000000 Penalty: 5356.214844
	Iteration 74Q: 3 clusters Score -9158179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9158143.000000 Penalty: 5356.214844
	Iteration 75Q: 3 clusters Score -9158143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -9158118.000000 Penalty: 5356.214844
	Iteration 76Q: 3 clusters Score -9158118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9158089.000000 Penalty: 5356.214844
	Iteration 77Q: 3 clusters Score -9158089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -9158042.000000 Penalty: 5356.214844
	Iteration 78Q: 3 clusters Score -9158042 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -9158026.000000 Penalty: 5356.214844
	Iteration 79Q: 3 clusters Score -9158026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9158000.000000 Penalty: 5356.214844
	Iteration 80F: 3 clusters Score -9158000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -9157997.000000 Penalty: 5356.214844
	Iteration 81Q: 3 clusters Score -9157997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -9157987.000000 Penalty: 5356.214844
	Iteration 82Q: 3 clusters Score -9157987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9157974.000000 Penalty: 5356.214844
	Iteration 83Q: 3 clusters Score -9157974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9157981.000000 Penalty: 5356.214844
	Iteration 84Q: 3 clusters Score -9157981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9157957.000000 Penalty: 5356.214844
	Iteration 85Q: 3 clusters Score -9157957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9157964.000000 Penalty: 5356.214844
	Iteration 86Q: 3 clusters Score -9157964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -9157959.000000 Penalty: 5356.214844
	Iteration 87Q: 3 clusters Score -9157959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9157947.000000 Penalty: 5356.214844
	Iteration 88Q: 3 clusters Score -9157947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9157909.000000 Penalty: 5356.214844
	Iteration 89Q: 3 clusters Score -9157909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9157906.000000 Penalty: 5356.214844
	Iteration 90Q: 3 clusters Score -9157906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9157905.000000 Penalty: 5356.214844
	Iteration 91Q: 3 clusters Score -9157905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9157900.000000 Penalty: 5356.214844
	Iteration 92Q: 3 clusters Score -9157900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9157898.000000 Penalty: 5356.214844
	Iteration 93Q: 3 clusters Score -9157898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47155 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9157901.000000 Penalty: 5356.214844
	Iteration 94Q: 3 clusters Score -9157901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9157904.000000 Penalty: 5356.214844
	Iteration 95Q: 3 clusters Score -9157904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -9157902.000000 Penalty: 5356.214844
	Iteration 96Q: 3 clusters Score -9157902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9157903.000000 Penalty: 5356.214844
	Iteration 97Q: 3 clusters Score -9157903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9157911.000000 Penalty: 5356.214844
	Iteration 98Q: 3 clusters Score -9157911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9157892.000000 Penalty: 5356.214844
	Iteration 99Q: 3 clusters Score -9157892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9157891.000000 Penalty: 5356.214844
	Iteration 100F: 3 clusters Score -9157891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9157895.000000 Penalty: 5356.214844
	Iteration 101Q: 3 clusters Score -9157895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9157890.000000 Penalty: 5356.214844
	Iteration 102Q: 3 clusters Score -9157890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9157895.000000 Penalty: 5356.214844
	Iteration 103Q: 3 clusters Score -9157895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9157891.000000 Penalty: 5356.214844
	Iteration 104Q: 3 clusters Score -9157891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9157887.000000 Penalty: 5356.214844
	Iteration 105Q: 3 clusters Score -9157887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9157887.000000 Penalty: 5356.214844
	Iteration 106F: 3 clusters Score -9157887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -310057.781250 Penalty: 1846.897705
	Iteration 0F: 2 clusters Score -310057.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -307598.656250 Penalty: 3693.795410
	Iteration 0F: 3 clusters Score -307598.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -308019.312500 Penalty: 3693.795410
	Iteration 1F: 3 clusters Score -308019.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -308139.875000 Penalty: 3693.795410
	Iteration 2F: 3 clusters Score -308139.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -308205.062500 Penalty: 3693.795410
	Iteration 3Q: 3 clusters Score -308205.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -308238.187500 Penalty: 3693.795410
	Iteration 4Q: 3 clusters Score -308238.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -308254.906250 Penalty: 3693.795410
	Iteration 5Q: 3 clusters Score -308254.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -308269.875000 Penalty: 3693.795410
	Iteration 6Q: 3 clusters Score -308269.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -308277.281250 Penalty: 3693.795410
	Iteration 7Q: 3 clusters Score -308277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -308282.718750 Penalty: 3693.795410
	Iteration 8Q: 3 clusters Score -308282.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -308288.343750 Penalty: 3693.795410
	Iteration 9Q: 3 clusters Score -308288.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -308292.968750 Penalty: 3693.795410
	Iteration 10Q: 3 clusters Score -308293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -308295.937500 Penalty: 3693.795410
	Iteration 11Q: 3 clusters Score -308295.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -308300.875000 Penalty: 3693.795410
	Iteration 12Q: 3 clusters Score -308300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -308302.031250 Penalty: 3693.795410
	Iteration 13Q: 3 clusters Score -308302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -308302.812500 Penalty: 3693.795410
	Iteration 14Q: 3 clusters Score -308302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -308303.875000 Penalty: 3693.795410
	Iteration 15Q: 3 clusters Score -308303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -308304.468750 Penalty: 3693.795410
	Iteration 16Q: 3 clusters Score -308304.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -308309.312500 Penalty: 3693.795410
	Iteration 17Q: 3 clusters Score -308309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -308318.250000 Penalty: 3693.795410
	Iteration 18Q: 3 clusters Score -308318.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -308322.937500 Penalty: 3693.795410
	Iteration 19Q: 3 clusters Score -308322.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -308329.156250 Penalty: 3693.795410
	Iteration 20F: 3 clusters Score -308329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -308331.687500 Penalty: 3693.795410
	Iteration 21Q: 3 clusters Score -308331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -308333.250000 Penalty: 3693.795410
	Iteration 22Q: 3 clusters Score -308333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -308333.250000 Penalty: 3693.795410
	Iteration 23F: 3 clusters Score -308333.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 47582 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6201 members 
Mstep: Class 7 contains 43560 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47799 members 
Mstep: Class 10 contains 50654 members 
Mstep: Class 11 contains 8386 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43881 members 
Mstep: Class 14 contains 12194 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 29113 members 
Mstep: Class 18 contains 48275 members 
Mstep: Class 19 contains 40184 members 
Mstep: Class 20 contains 48273 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49872 members 
Mstep: Class 23 contains 48659 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48388 members 
Mstep: Class 26 contains 1790 members 
Mstep: Class 27 contains 58471 members 
Mstep: Class 28 contains 48963 members 
Mstep: Class 29 contains 1715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121904.000000 Penalty: 97259.320312
Iteration 119Q: 30 clusters Score -1.371219e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7772 members 
Mstep: Class 4 contains 47501 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6194 members 
Mstep: Class 7 contains 43578 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47781 members 
Mstep: Class 10 contains 50601 members 
Mstep: Class 11 contains 8390 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43875 members 
Mstep: Class 14 contains 12232 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 45331 members 
Mstep: Class 17 contains 29115 members 
Mstep: Class 18 contains 48260 members 
Mstep: Class 19 contains 40135 members 
Mstep: Class 20 contains 48287 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49906 members 
Mstep: Class 23 contains 48795 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48383 members 
Mstep: Class 26 contains 1790 members 
Mstep: Class 27 contains 58493 members 
Mstep: Class 28 contains 48981 members 
Mstep: Class 29 contains 1717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122144.000000 Penalty: 97259.320312
Iteration 120F: 30 clusters Score -1.371221e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7742 members 
Mstep: Class 4 contains 47464 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6196 members 
Mstep: Class 7 contains 43545 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47763 members 
Mstep: Class 10 contains 50597 members 
Mstep: Class 11 contains 8393 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43875 members 
Mstep: Class 14 contains 12269 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 29113 members 
Mstep: Class 18 contains 48206 members 
Mstep: Class 19 contains 40066 members 
Mstep: Class 20 contains 48268 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49952 members 
Mstep: Class 23 contains 48930 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48373 members 
Mstep: Class 26 contains 1793 members 
Mstep: Class 27 contains 58532 members 
Mstep: Class 28 contains 48983 members 
Mstep: Class 29 contains 1721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122064.000000 Penalty: 97259.320312
Iteration 121Q: 30 clusters Score -1.371221e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7708 members 
Mstep: Class 4 contains 47445 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6191 members 
Mstep: Class 7 contains 43558 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 50635 members 
Mstep: Class 11 contains 8386 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43869 members 
Mstep: Class 14 contains 12323 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45346 members 
Mstep: Class 17 contains 29107 members 
Mstep: Class 18 contains 48150 members 
Mstep: Class 19 contains 39969 members 
Mstep: Class 20 contains 48268 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49932 members 
Mstep: Class 23 contains 49033 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48386 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 58561 members 
Mstep: Class 28 contains 48977 members 
Mstep: Class 29 contains 1720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122304.000000 Penalty: 97259.320312
Iteration 122Q: 30 clusters Score -1.371223e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 47412 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 43580 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47710 members 
Mstep: Class 10 contains 50659 members 
Mstep: Class 11 contains 8384 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43874 members 
Mstep: Class 14 contains 12353 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45392 members 
Mstep: Class 17 contains 29105 members 
Mstep: Class 18 contains 48138 members 
Mstep: Class 19 contains 39874 members 
Mstep: Class 20 contains 48251 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49976 members 
Mstep: Class 23 contains 49100 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48396 members 
Mstep: Class 26 contains 1798 members 
Mstep: Class 27 contains 58580 members 
Mstep: Class 28 contains 48946 members 
Mstep: Class 29 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122544.000000 Penalty: 97259.320312
Iteration 123Q: 30 clusters Score -1.371225e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7644 members 
Mstep: Class 4 contains 47384 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 43611 members 
Mstep: Class 8 contains 693 members 
Mstep: Class 9 contains 47675 members 
Mstep: Class 10 contains 50708 members 
Mstep: Class 11 contains 8380 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43887 members 
Mstep: Class 14 contains 12388 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45423 members 
Mstep: Class 17 contains 29092 members 
Mstep: Class 18 contains 48146 members 
Mstep: Class 19 contains 39760 members 
Mstep: Class 20 contains 48237 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50030 members 
Mstep: Class 23 contains 49114 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48395 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 58583 members 
Mstep: Class 28 contains 48944 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122640.000000 Penalty: 97259.320312
Iteration 124Q: 30 clusters Score -1.371226e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 47366 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 43665 members 
Mstep: Class 8 contains 694 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 10 contains 50751 members 
Mstep: Class 11 contains 8388 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43891 members 
Mstep: Class 14 contains 12429 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45449 members 
Mstep: Class 17 contains 29075 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 19 contains 39671 members 
Mstep: Class 20 contains 48226 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50052 members 
Mstep: Class 23 contains 49103 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48387 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 58586 members 
Mstep: Class 28 contains 48936 members 
Mstep: Class 29 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122368.000000 Penalty: 97259.320312
Iteration 125Q: 30 clusters Score -1.371224e+08 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 43703 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47624 members 
Mstep: Class 10 contains 50772 members 
Mstep: Class 11 contains 8392 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43897 members 
Mstep: Class 14 contains 12477 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45457 members 
Mstep: Class 17 contains 29069 members 
Mstep: Class 18 contains 48229 members 
Mstep: Class 19 contains 39583 members 
Mstep: Class 20 contains 48227 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50069 members 
Mstep: Class 23 contains 49067 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48381 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 58635 members 
Mstep: Class 28 contains 48924 members 
Mstep: Class 29 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122240.000000 Penalty: 97259.320312
Iteration 126Q: 30 clusters Score -1.371222e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7534 members 
Mstep: Class 4 contains 47272 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 43683 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47601 members 
Mstep: Class 10 contains 50825 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 12518 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45463 members 
Mstep: Class 17 contains 29064 members 
Mstep: Class 18 contains 48255 members 
Mstep: Class 19 contains 39521 members 
Mstep: Class 20 contains 48234 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50125 members 
Mstep: Class 23 contains 49043 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48376 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 58662 members 
Mstep: Class 28 contains 48937 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122048.000000 Penalty: 97259.320312
Iteration 127Q: 30 clusters Score -1.37122e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 47194 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6167 members 
Mstep: Class 7 contains 43674 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47587 members 
Mstep: Class 10 contains 50838 members 
Mstep: Class 11 contains 8400 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43900 members 
Mstep: Class 14 contains 12562 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45466 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 48273 members 
Mstep: Class 19 contains 39514 members 
Mstep: Class 20 contains 48201 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50174 members 
Mstep: Class 23 contains 49018 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48384 members 
Mstep: Class 26 contains 1807 members 
Mstep: Class 27 contains 58713 members 
Mstep: Class 28 contains 48951 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122112.000000 Penalty: 97259.320312
Iteration 128Q: 30 clusters Score -1.371221e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7487 members 
Mstep: Class 4 contains 47120 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 6167 members 
Mstep: Class 7 contains 43653 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47560 members 
Mstep: Class 10 contains 50848 members 
Mstep: Class 11 contains 8401 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43904 members 
Mstep: Class 14 contains 12597 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45468 members 
Mstep: Class 17 contains 29043 members 
Mstep: Class 18 contains 48310 members 
Mstep: Class 19 contains 39537 members 
Mstep: Class 20 contains 48174 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50201 members 
Mstep: Class 23 contains 48985 members 
Mstep: Class 24 contains 866 members 
Mstep: Class 25 contains 48395 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 58774 members 
Mstep: Class 28 contains 48953 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122576.000000 Penalty: 97259.320312
Iteration 129Q: 30 clusters Score -1.371226e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7464 members 
Mstep: Class 4 contains 47026 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 43670 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47557 members 
Mstep: Class 10 contains 50867 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43896 members 
Mstep: Class 14 contains 12629 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45465 members 
Mstep: Class 17 contains 29027 members 
Mstep: Class 18 contains 48318 members 
Mstep: Class 19 contains 39560 members 
Mstep: Class 20 contains 48173 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50214 members 
Mstep: Class 23 contains 48961 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48404 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 58808 members 
Mstep: Class 28 contains 48949 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122640.000000 Penalty: 97259.320312
Iteration 130Q: 30 clusters Score -1.371226e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 4 contains 46956 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 43696 members 
Mstep: Class 8 contains 695 members 
Mstep: Class 9 contains 47588 members 
Mstep: Class 10 contains 50876 members 
Mstep: Class 11 contains 8406 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43880 members 
Mstep: Class 14 contains 12676 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45473 members 
Mstep: Class 17 contains 29008 members 
Mstep: Class 18 contains 48362 members 
Mstep: Class 19 contains 39547 members 
Mstep: Class 20 contains 48166 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50235 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48413 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 58823 members 
Mstep: Class 28 contains 48944 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122576.000000 Penalty: 97259.320312
Iteration 131Q: 30 clusters Score -1.371226e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7391 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 43735 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 47608 members 
Mstep: Class 10 contains 50895 members 
Mstep: Class 11 contains 8402 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43877 members 
Mstep: Class 14 contains 12727 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45474 members 
Mstep: Class 17 contains 29005 members 
Mstep: Class 18 contains 48379 members 
Mstep: Class 19 contains 39533 members 
Mstep: Class 20 contains 48180 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50237 members 
Mstep: Class 23 contains 48887 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48386 members 
Mstep: Class 26 contains 1819 members 
Mstep: Class 27 contains 58862 members 
Mstep: Class 28 contains 48934 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122944.000000 Penalty: 97259.320312
Iteration 132Q: 30 clusters Score -1.371229e+08 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7367 members 
Mstep: Class 4 contains 46810 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 43749 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 47647 members 
Mstep: Class 10 contains 50916 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43869 members 
Mstep: Class 14 contains 12755 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45498 members 
Mstep: Class 17 contains 28999 members 
Mstep: Class 18 contains 48375 members 
Mstep: Class 19 contains 39524 members 
Mstep: Class 20 contains 48180 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50301 members 
Mstep: Class 23 contains 48833 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48371 members 
Mstep: Class 26 contains 1823 members 
Mstep: Class 27 contains 58905 members 
Mstep: Class 28 contains 48891 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123088.000000 Penalty: 97259.320312
Iteration 133Q: 30 clusters Score -1.371231e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7339 members 
Mstep: Class 4 contains 46754 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6174 members 
Mstep: Class 7 contains 43748 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 47709 members 
Mstep: Class 10 contains 50969 members 
Mstep: Class 11 contains 8379 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43856 members 
Mstep: Class 14 contains 12791 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45505 members 
Mstep: Class 17 contains 29014 members 
Mstep: Class 18 contains 48360 members 
Mstep: Class 19 contains 39505 members 
Mstep: Class 20 contains 48182 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50315 members 
Mstep: Class 23 contains 48747 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48384 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 58979 members 
Mstep: Class 28 contains 48845 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122848.000000 Penalty: 97259.320312
Iteration 134Q: 30 clusters Score -1.371228e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7307 members 
Mstep: Class 4 contains 46710 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 43770 members 
Mstep: Class 8 contains 696 members 
Mstep: Class 9 contains 47749 members 
Mstep: Class 10 contains 51002 members 
Mstep: Class 11 contains 8371 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43854 members 
Mstep: Class 14 contains 12840 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45515 members 
Mstep: Class 17 contains 29026 members 
Mstep: Class 18 contains 48356 members 
Mstep: Class 19 contains 39471 members 
Mstep: Class 20 contains 48200 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50304 members 
Mstep: Class 23 contains 48693 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48381 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 59024 members 
Mstep: Class 28 contains 48802 members 
Mstep: Class 29 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123152.000000 Penalty: 97259.320312
Iteration 135Q: 30 clusters Score -1.371232e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7279 members 
Mstep: Class 4 contains 46625 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 6171 members 
Mstep: Class 7 contains 43850 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 47772 members 
Mstep: Class 10 contains 51053 members 
Mstep: Class 11 contains 8366 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43843 members 
Mstep: Class 14 contains 12888 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45507 members 
Mstep: Class 17 contains 29031 members 
Mstep: Class 18 contains 48352 members 
Mstep: Class 19 contains 39457 members 
Mstep: Class 20 contains 48228 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50320 members 
Mstep: Class 23 contains 48627 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48395 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 59031 members 
Mstep: Class 28 contains 48749 members 
Mstep: Class 29 contains 1724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123104.000000 Penalty: 97259.320312
Iteration 136Q: 30 clusters Score -1.371231e+08 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7249 members 
Mstep: Class 4 contains 46531 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 43941 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 47781 members 
Mstep: Class 10 contains 51137 members 
Mstep: Class 11 contains 8361 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43835 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45525 members 
Mstep: Class 17 contains 29029 members 
Mstep: Class 18 contains 48392 members 
Mstep: Class 19 contains 39462 members 
Mstep: Class 20 contains 48238 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50294 members 
Mstep: Class 23 contains 48539 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48397 members 
Mstep: Class 26 contains 1843 members 
Mstep: Class 27 contains 59025 members 
Mstep: Class 28 contains 48691 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123104.000000 Penalty: 97259.320312
Iteration 137Q: 30 clusters Score -1.371231e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7232 members 
Mstep: Class 4 contains 46439 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 6170 members 
Mstep: Class 7 contains 44011 members 
Mstep: Class 8 contains 697 members 
Mstep: Class 9 contains 47786 members 
Mstep: Class 10 contains 51197 members 
Mstep: Class 11 contains 8356 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43811 members 
Mstep: Class 14 contains 12982 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45516 members 
Mstep: Class 17 contains 29014 members 
Mstep: Class 18 contains 48439 members 
Mstep: Class 19 contains 39464 members 
Mstep: Class 20 contains 48249 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50320 members 
Mstep: Class 23 contains 48415 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48432 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 59040 members 
Mstep: Class 28 contains 48661 members 
Mstep: Class 29 contains 1726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123264.000000 Penalty: 97259.320312
Iteration 138Q: 30 clusters Score -1.371233e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7206 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 44072 members 
Mstep: Class 8 contains 698 members 
Mstep: Class 9 contains 47788 members 
Mstep: Class 10 contains 51249 members 
Mstep: Class 11 contains 8347 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43805 members 
Mstep: Class 14 contains 13023 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45522 members 
Mstep: Class 17 contains 29007 members 
Mstep: Class 18 contains 48480 members 
Mstep: Class 19 contains 39485 members 
Mstep: Class 20 contains 48246 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50341 members 
Mstep: Class 23 contains 48309 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48452 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 59043 members 
Mstep: Class 28 contains 48628 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123520.000000 Penalty: 97259.320312
Iteration 139Q: 30 clusters Score -1.371235e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7176 members 
Mstep: Class 4 contains 46265 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 44173 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 47797 members 
Mstep: Class 10 contains 51265 members 
Mstep: Class 11 contains 8339 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43796 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45544 members 
Mstep: Class 17 contains 28999 members 
Mstep: Class 18 contains 48493 members 
Mstep: Class 19 contains 39487 members 
Mstep: Class 20 contains 48264 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50298 members 
Mstep: Class 23 contains 48234 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48481 members 
Mstep: Class 26 contains 1847 members 
Mstep: Class 27 contains 59050 members 
Mstep: Class 28 contains 48625 members 
Mstep: Class 29 contains 1723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123856.000000 Penalty: 97259.320312
Iteration 140F: 30 clusters Score -1.371239e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7152 members 
Mstep: Class 4 contains 46211 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 44285 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47795 members 
Mstep: Class 10 contains 51336 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43791 members 
Mstep: Class 14 contains 13100 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45550 members 
Mstep: Class 17 contains 28986 members 
Mstep: Class 18 contains 48463 members 
Mstep: Class 19 contains 39429 members 
Mstep: Class 20 contains 48327 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50295 members 
Mstep: Class 23 contains 48143 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48494 members 
Mstep: Class 26 contains 1849 members 
Mstep: Class 27 contains 59038 members 
Mstep: Class 28 contains 48627 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123552.000000 Penalty: 97259.320312
Iteration 141Q: 30 clusters Score -1.371236e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7124 members 
Mstep: Class 4 contains 46148 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 44386 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47813 members 
Mstep: Class 10 contains 51339 members 
Mstep: Class 11 contains 8308 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43803 members 
Mstep: Class 14 contains 13135 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45567 members 
Mstep: Class 17 contains 28962 members 
Mstep: Class 18 contains 48429 members 
Mstep: Class 19 contains 39402 members 
Mstep: Class 20 contains 48383 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50316 members 
Mstep: Class 23 contains 48064 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48489 members 
Mstep: Class 26 contains 1849 members 
Mstep: Class 27 contains 59063 members 
Mstep: Class 28 contains 48622 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124032.000000 Penalty: 97259.320312
Iteration 142Q: 30 clusters Score -1.37124e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7105 members 
Mstep: Class 4 contains 46113 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 44470 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47836 members 
Mstep: Class 10 contains 51351 members 
Mstep: Class 11 contains 8294 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43799 members 
Mstep: Class 14 contains 13169 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45543 members 
Mstep: Class 17 contains 28937 members 
Mstep: Class 18 contains 48387 members 
Mstep: Class 19 contains 39396 members 
Mstep: Class 20 contains 48433 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50352 members 
Mstep: Class 23 contains 47976 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48480 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 59084 members 
Mstep: Class 28 contains 48627 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124352.000000 Penalty: 97259.320312
Iteration 143Q: 30 clusters Score -1.371244e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 46064 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 44547 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47851 members 
Mstep: Class 10 contains 51382 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43804 members 
Mstep: Class 14 contains 13203 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45550 members 
Mstep: Class 17 contains 28923 members 
Mstep: Class 18 contains 48346 members 
Mstep: Class 19 contains 39399 members 
Mstep: Class 20 contains 48480 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50350 members 
Mstep: Class 23 contains 47904 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48486 members 
Mstep: Class 26 contains 1851 members 
Mstep: Class 27 contains 59077 members 
Mstep: Class 28 contains 48621 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124432.000000 Penalty: 97259.320312
Iteration 144Q: 30 clusters Score -1.371244e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 46032 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 44661 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47863 members 
Mstep: Class 10 contains 51386 members 
Mstep: Class 11 contains 8276 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43805 members 
Mstep: Class 14 contains 13242 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45545 members 
Mstep: Class 17 contains 28914 members 
Mstep: Class 18 contains 48285 members 
Mstep: Class 19 contains 39396 members 
Mstep: Class 20 contains 48501 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50325 members 
Mstep: Class 23 contains 47869 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48490 members 
Mstep: Class 26 contains 1851 members 
Mstep: Class 27 contains 59072 members 
Mstep: Class 28 contains 48626 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124400.000000 Penalty: 97259.320312
Iteration 145Q: 30 clusters Score -1.371244e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7044 members 
Mstep: Class 4 contains 46013 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 44820 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47843 members 
Mstep: Class 10 contains 51429 members 
Mstep: Class 11 contains 8272 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43814 members 
Mstep: Class 14 contains 13275 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45518 members 
Mstep: Class 17 contains 28915 members 
Mstep: Class 18 contains 48230 members 
Mstep: Class 19 contains 39370 members 
Mstep: Class 20 contains 48511 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50284 members 
Mstep: Class 23 contains 47841 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48491 members 
Mstep: Class 26 contains 1851 members 
Mstep: Class 27 contains 59060 members 
Mstep: Class 28 contains 48618 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124208.000000 Penalty: 97259.320312
Iteration 146Q: 30 clusters Score -1.371242e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7029 members 
Mstep: Class 4 contains 46014 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 44966 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 47828 members 
Mstep: Class 10 contains 51483 members 
Mstep: Class 11 contains 8269 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 43829 members 
Mstep: Class 14 contains 13293 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45478 members 
Mstep: Class 17 contains 28905 members 
Mstep: Class 18 contains 48196 members 
Mstep: Class 19 contains 39337 members 
Mstep: Class 20 contains 48529 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50225 members 
Mstep: Class 23 contains 47801 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48508 members 
Mstep: Class 26 contains 1853 members 
Mstep: Class 27 contains 59038 members 
Mstep: Class 28 contains 48620 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124704.000000 Penalty: 97259.320312
Iteration 147Q: 30 clusters Score -1.371247e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 45995 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6178 members 
Mstep: Class 7 contains 45118 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 47819 members 
Mstep: Class 10 contains 51546 members 
Mstep: Class 11 contains 8262 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43847 members 
Mstep: Class 14 contains 13324 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45421 members 
Mstep: Class 17 contains 28882 members 
Mstep: Class 18 contains 48161 members 
Mstep: Class 19 contains 39277 members 
Mstep: Class 20 contains 48548 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50187 members 
Mstep: Class 23 contains 47736 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48555 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 59024 members 
Mstep: Class 28 contains 48627 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124960.000000 Penalty: 97259.320312
Iteration 148Q: 30 clusters Score -1.37125e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 45989 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 45233 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47781 members 
Mstep: Class 10 contains 51606 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43868 members 
Mstep: Class 14 contains 13359 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45383 members 
Mstep: Class 17 contains 28877 members 
Mstep: Class 18 contains 48170 members 
Mstep: Class 19 contains 39244 members 
Mstep: Class 20 contains 48548 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50190 members 
Mstep: Class 23 contains 47663 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48570 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 58997 members 
Mstep: Class 28 contains 48615 members 
Mstep: Class 29 contains 1725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124768.000000 Penalty: 97259.320312
Iteration 149Q: 30 clusters Score -1.371248e+08 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7007 members 
Mstep: Class 4 contains 45970 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 45359 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47770 members 
Mstep: Class 10 contains 51631 members 
Mstep: Class 11 contains 8254 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43880 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45350 members 
Mstep: Class 17 contains 28862 members 
Mstep: Class 18 contains 48205 members 
Mstep: Class 19 contains 39207 members 
Mstep: Class 20 contains 48526 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50187 members 
Mstep: Class 23 contains 47589 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48590 members 
Mstep: Class 26 contains 1858 members 
Mstep: Class 27 contains 58981 members 
Mstep: Class 28 contains 48603 members 
Mstep: Class 29 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125296.000000 Penalty: 97259.320312
Iteration 150Q: 30 clusters Score -1.371253e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 7000 members 
Mstep: Class 4 contains 45918 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 6169 members 
Mstep: Class 7 contains 45496 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 51646 members 
Mstep: Class 11 contains 8248 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43897 members 
Mstep: Class 14 contains 13396 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45352 members 
Mstep: Class 17 contains 28851 members 
Mstep: Class 18 contains 48220 members 
Mstep: Class 19 contains 39174 members 
Mstep: Class 20 contains 48504 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50167 members 
Mstep: Class 23 contains 47512 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48630 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 58979 members 
Mstep: Class 28 contains 48607 members 
Mstep: Class 29 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125472.000000 Penalty: 97259.320312
Iteration 151Q: 30 clusters Score -1.371255e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6995 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 45535 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 51659 members 
Mstep: Class 11 contains 8245 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43920 members 
Mstep: Class 14 contains 13409 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 45349 members 
Mstep: Class 17 contains 28833 members 
Mstep: Class 18 contains 48208 members 
Mstep: Class 19 contains 39169 members 
Mstep: Class 20 contains 48494 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50199 members 
Mstep: Class 23 contains 47435 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48649 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59019 members 
Mstep: Class 28 contains 48596 members 
Mstep: Class 29 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125744.000000 Penalty: 97259.320312
Iteration 152Q: 30 clusters Score -1.371257e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6985 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 45603 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 47751 members 
Mstep: Class 10 contains 51705 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43953 members 
Mstep: Class 14 contains 13425 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 28824 members 
Mstep: Class 18 contains 48172 members 
Mstep: Class 19 contains 39187 members 
Mstep: Class 20 contains 48484 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50188 members 
Mstep: Class 23 contains 47345 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48665 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59064 members 
Mstep: Class 28 contains 48569 members 
Mstep: Class 29 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125904.000000 Penalty: 97259.320312
Iteration 153Q: 30 clusters Score -1.371259e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6980 members 
Mstep: Class 4 contains 45787 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6182 members 
Mstep: Class 7 contains 45691 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47751 members 
Mstep: Class 10 contains 51759 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43971 members 
Mstep: Class 14 contains 13446 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45364 members 
Mstep: Class 17 contains 28812 members 
Mstep: Class 18 contains 48137 members 
Mstep: Class 19 contains 39189 members 
Mstep: Class 20 contains 48443 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50201 members 
Mstep: Class 23 contains 47230 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48706 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59076 members 
Mstep: Class 28 contains 48563 members 
Mstep: Class 29 contains 1728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125744.000000 Penalty: 97259.320312
Iteration 154Q: 30 clusters Score -1.371257e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 45745 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 45792 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47755 members 
Mstep: Class 10 contains 51817 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 43988 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45386 members 
Mstep: Class 17 contains 28790 members 
Mstep: Class 18 contains 48120 members 
Mstep: Class 19 contains 39185 members 
Mstep: Class 20 contains 48421 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50221 members 
Mstep: Class 23 contains 47078 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48743 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59076 members 
Mstep: Class 28 contains 48553 members 
Mstep: Class 29 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126256.000000 Penalty: 97259.320312
Iteration 155Q: 30 clusters Score -1.371263e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 45713 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 45859 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47754 members 
Mstep: Class 10 contains 51848 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44020 members 
Mstep: Class 14 contains 13480 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45420 members 
Mstep: Class 17 contains 28767 members 
Mstep: Class 18 contains 48147 members 
Mstep: Class 19 contains 39187 members 
Mstep: Class 20 contains 48386 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50290 members 
Mstep: Class 23 contains 46937 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48771 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59028 members 
Mstep: Class 28 contains 48539 members 
Mstep: Class 29 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126320.000000 Penalty: 97259.320312
Iteration 156Q: 30 clusters Score -1.371263e+08 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6954 members 
Mstep: Class 4 contains 45696 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 6179 members 
Mstep: Class 7 contains 45884 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47755 members 
Mstep: Class 10 contains 51908 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44049 members 
Mstep: Class 14 contains 13497 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45412 members 
Mstep: Class 17 contains 28755 members 
Mstep: Class 18 contains 48185 members 
Mstep: Class 19 contains 39180 members 
Mstep: Class 20 contains 48396 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50277 members 
Mstep: Class 23 contains 46808 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48798 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 59070 members 
Mstep: Class 28 contains 48499 members 
Mstep: Class 29 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126400.000000 Penalty: 97259.320312
Iteration 157Q: 30 clusters Score -1.371264e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6942 members 
Mstep: Class 4 contains 45672 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 6177 members 
Mstep: Class 7 contains 45893 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47762 members 
Mstep: Class 10 contains 51955 members 
Mstep: Class 11 contains 8219 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44082 members 
Mstep: Class 14 contains 13514 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45421 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 39164 members 
Mstep: Class 20 contains 48393 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50293 members 
Mstep: Class 23 contains 46679 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48829 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 59112 members 
Mstep: Class 28 contains 48467 members 
Mstep: Class 29 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126704.000000 Penalty: 97259.320312
Iteration 158Q: 30 clusters Score -1.371267e+08 nChanged 2267
Entering ConstructFrom: 
Score: -137126704.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 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 204 members 
Entering Unmasked Estep 
Score: -36462.753906 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36462.75 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36802.703125 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36802.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -37038.414062 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -37038.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37181.828125 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -37181.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37317.957031 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37317.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -37375.722656 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37375.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -37454.406250 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37454.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37515.027344 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37515.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -37534.394531 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37534.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37573.988281 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -37573.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -37593.660156 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -37593.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37617.625000 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -37617.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -37625.074219 Penalty: 2997.145996
	Iteration 12F: 3 clusters Score -37625.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37668.082031 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -37668.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -37676.894531 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -37676.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37679.074219 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -37679.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37681.476562 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -37681.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37681.476562 Penalty: 2997.145996
	Iteration 17F: 3 clusters Score -37681.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 45642 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 45886 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47762 members 
Mstep: Class 10 contains 51965 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45459 members 
Mstep: Class 17 contains 28739 members 
Mstep: Class 18 contains 48240 members 
Mstep: Class 19 contains 39160 members 
Mstep: Class 20 contains 48379 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50335 members 
Mstep: Class 23 contains 46538 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48857 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 59153 members 
Mstep: Class 28 contains 48432 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 294 members 
Entering Unmasked Estep 
Score: -137124608.000000 Penalty: 100613.093750
Splitting cluster 1 changes total score from -137126704.000000 to -137124608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 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 366 members 
Entering Unmasked Estep 
Score: -85225.476562 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85225.48 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85697.273438 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85697.27 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85922.781250 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85922.78 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -86051.000000 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86165.226562 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86165.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -86285.429688 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86285.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -86407.437500 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86407.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86491.148438 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86491.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86527.562500 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86527.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86531.015625 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86531.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86531.015625 Penalty: 3256.371582
	Iteration 10F: 3 clusters Score -86531.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Entering Unmasked Estep 
Score: -1276592.500000 Penalty: 2193.216553
	Iteration 0F: 2 clusters Score -1276592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1270844.625000 Penalty: 4386.433105
	Iteration 0F: 3 clusters Score -1270845 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1272322.375000 Penalty: 4386.433105
	Iteration 1F: 3 clusters Score -1272322 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1272567.875000 Penalty: 4386.433105
	Iteration 2F: 3 clusters Score -1272568 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1272705.375000 Penalty: 4386.433105
	Iteration 3Q: 3 clusters Score -1272705 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1272798.250000 Penalty: 4386.433105
	Iteration 4Q: 3 clusters Score -1272798 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1272854.250000 Penalty: 4386.433105
	Iteration 5Q: 3 clusters Score -1272854 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1272896.875000 Penalty: 4386.433105
	Iteration 6Q: 3 clusters Score -1272897 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1272933.625000 Penalty: 4386.433105
	Iteration 7Q: 3 clusters Score -1272934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1272971.000000 Penalty: 4386.433105
	Iteration 8Q: 3 clusters Score -1272971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1272994.250000 Penalty: 4386.433105
	Iteration 9Q: 3 clusters Score -1272994 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1273025.250000 Penalty: 4386.433105
	Iteration 10Q: 3 clusters Score -1273025 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1273050.875000 Penalty: 4386.433105
	Iteration 11Q: 3 clusters Score -1273051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1273074.875000 Penalty: 4386.433105
	Iteration 12Q: 3 clusters Score -1273075 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1273092.875000 Penalty: 4386.433105
	Iteration 13Q: 3 clusters Score -1273093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1273119.750000 Penalty: 4386.433105
	Iteration 14Q: 3 clusters Score -1273120 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1273151.375000 Penalty: 4386.433105
	Iteration 15Q: 3 clusters Score -1273151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1273184.625000 Penalty: 4386.433105
	Iteration 16Q: 3 clusters Score -1273185 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1273231.000000 Penalty: 4386.433105
	Iteration 17Q: 3 clusters Score -1273231 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1273277.125000 Penalty: 4386.433105
	Iteration 18Q: 3 clusters Score -1273277 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1273330.000000 Penalty: 4386.433105
	Iteration 19Q: 3 clusters Score -1273330 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1273379.250000 Penalty: 4386.433105
	Iteration 20F: 3 clusters Score -1273379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1273424.750000 Penalty: 4386.433105
	Iteration 21Q: 3 clusters Score -1273425 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1273485.375000 Penalty: 4386.433105
	Iteration 22Q: 3 clusters Score -1273485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1273557.875000 Penalty: 4386.433105
	Iteration 23Q: 3 clusters Score -1273558 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1273638.000000 Penalty: 4386.433105
	Iteration 24Q: 3 clusters Score -1273638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1273733.750000 Penalty: 4386.433105
	Iteration 25Q: 3 clusters Score -1273734 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1273831.125000 Penalty: 4386.433105
	Iteration 26Q: 3 clusters Score -1273831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1273937.000000 Penalty: 4386.433105
	Iteration 27Q: 3 clusters Score -1273937 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1274029.625000 Penalty: 4386.433105
	Iteration 28Q: 3 clusters Score -1274030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1274120.125000 Penalty: 4386.433105
	Iteration 29Q: 3 clusters Score -1274120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1274203.375000 Penalty: 4386.433105
	Iteration 30Q: 3 clusters Score -1274203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1274280.500000 Penalty: 4386.433105
	Iteration 31Q: 3 clusters Score -1274280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1274338.875000 Penalty: 4386.433105
	Iteration 32Q: 3 clusters Score -1274339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1274386.125000 Penalty: 4386.433105
	Iteration 33Q: 3 clusters Score -1274386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1274423.250000 Penalty: 4386.433105
	Iteration 34Q: 3 clusters Score -1274423 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1274457.375000 Penalty: 4386.433105
	Iteration 35Q: 3 clusters Score -1274457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1274483.000000 Penalty: 4386.433105
	Iteration 36Q: 3 clusters Score -1274483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1274507.750000 Penalty: 4386.433105
	Iteration 37Q: 3 clusters Score -1274508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1274533.375000 Penalty: 4386.433105
	Iteration 38Q: 3 clusters Score -1274533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1274551.250000 Penalty: 4386.433105
	Iteration 39Q: 3 clusters Score -1274551 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1274579.125000 Penalty: 4386.433105
	Iteration 40F: 3 clusters Score -1274579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1274601.625000 Penalty: 4386.433105
	Iteration 41Q: 3 clusters Score -1274602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1274622.375000 Penalty: 4386.433105
	Iteration 42Q: 3 clusters Score -1274622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1274640.750000 Penalty: 4386.433105
	Iteration 43Q: 3 clusters Score -1274641 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1274650.125000 Penalty: 4386.433105
	Iteration 44Q: 3 clusters Score -1274650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1274659.625000 Penalty: 4386.433105
	Iteration 45Q: 3 clusters Score -1274660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1274673.000000 Penalty: 4386.433105
	Iteration 46Q: 3 clusters Score -1274673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1274680.375000 Penalty: 4386.433105
	Iteration 47Q: 3 clusters Score -1274680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1274680.375000 Penalty: 4386.433105
	Iteration 48Q: 3 clusters Score -1274680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1274680.375000 Penalty: 4386.433105
	Iteration 49F: 3 clusters Score -1274680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Entering Unmasked Estep 
Score: -8439265.000000 Penalty: 2660.688721
	Iteration 0F: 2 clusters Score -8439265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8409297.000000 Penalty: 5321.377441
	Iteration 0F: 3 clusters Score -8409297 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -8420702.000000 Penalty: 5321.377441
	Iteration 1F: 3 clusters Score -8420702 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -8421190.000000 Penalty: 5321.377441
	Iteration 2Q: 3 clusters Score -8421190 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -8421627.000000 Penalty: 5321.377441
	Iteration 3Q: 3 clusters Score -8421627 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -8422109.000000 Penalty: 5321.377441
	Iteration 4Q: 3 clusters Score -8422109 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -8422632.000000 Penalty: 5321.377441
	Iteration 5Q: 3 clusters Score -8422632 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -8423220.000000 Penalty: 5321.377441
	Iteration 6Q: 3 clusters Score -8423220 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -8424186.000000 Penalty: 5321.377441
	Iteration 7Q: 3 clusters Score -8424186 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -8425766.000000 Penalty: 5321.377441
	Iteration 8F: 3 clusters Score -8425766 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -8427942.000000 Penalty: 5321.377441
	Iteration 9F: 3 clusters Score -8427942 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -8430720.000000 Penalty: 5321.377441
	Iteration 10F: 3 clusters Score -8430720 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -8433444.000000 Penalty: 5321.377441
	Iteration 11F: 3 clusters Score -8433444 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8435268.000000 Penalty: 5321.377441
	Iteration 12Q: 3 clusters Score -8435268 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8436129.000000 Penalty: 5321.377441
	Iteration 13Q: 3 clusters Score -8436129 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8436503.000000 Penalty: 5321.377441
	Iteration 14Q: 3 clusters Score -8436503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -8436673.000000 Penalty: 5321.377441
	Iteration 15Q: 3 clusters Score -8436673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8436771.000000 Penalty: 5321.377441
	Iteration 16Q: 3 clusters Score -8436771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8436828.000000 Penalty: 5321.377441
	Iteration 17Q: 3 clusters Score -8436828 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8436871.000000 Penalty: 5321.377441
	Iteration 18Q: 3 clusters Score -8436871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8436901.000000 Penalty: 5321.377441
	Iteration 19Q: 3 clusters Score -8436901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8436923.000000 Penalty: 5321.377441
	Iteration 20F: 3 clusters Score -8436923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8436947.000000 Penalty: 5321.377441
	Iteration 21Q: 3 clusters Score -8436947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8436957.000000 Penalty: 5321.377441
	Iteration 22Q: 3 clusters Score -8436957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8436967.000000 Penalty: 5321.377441
	Iteration 23Q: 3 clusters Score -8436967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8436978.000000 Penalty: 5321.377441
	Iteration 24Q: 3 clusters Score -8436978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8436983.000000 Penalty: 5321.377441
	Iteration 25Q: 3 clusters Score -8436983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8436984.000000 Penalty: 5321.377441
	Iteration 26Q: 3 clusters Score -8436984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8436998.000000 Penalty: 5321.377441
	Iteration 27Q: 3 clusters Score -8436998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8437000.000000 Penalty: 5321.377441
	Iteration 28Q: 3 clusters Score -8437000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8437002.000000 Penalty: 5321.377441
	Iteration 29Q: 3 clusters Score -8437002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8437000.000000 Penalty: 5321.377441
	Iteration 30Q: 3 clusters Score -8437000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8437001.000000 Penalty: 5321.377441
	Iteration 31Q: 3 clusters Score -8437001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8436999.000000 Penalty: 5321.377441
	Iteration 32Q: 3 clusters Score -8436999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8437007.000000 Penalty: 5321.377441
	Iteration 33Q: 3 clusters Score -8437007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8437020.000000 Penalty: 5321.377441
	Iteration 34Q: 3 clusters Score -8437020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8437019.000000 Penalty: 5321.377441
	Iteration 35Q: 3 clusters Score -8437019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8437022.000000 Penalty: 5321.377441
	Iteration 36Q: 3 clusters Score -8437022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8437022.000000 Penalty: 5321.377441
	Iteration 37F: 3 clusters Score -8437022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -821937.625000 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -821937.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -817785.437500 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -817785.4 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -818756.437500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -818756.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -818965.062500 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -818965.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -819073.500000 Penalty: 4164.156738
	Iteration 3Q: 3 clusters Score -819073.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -819137.062500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -819137.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -819197.312500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -819197.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -819248.437500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -819248.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -819281.812500 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -819281.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -819311.750000 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -819311.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -819334.687500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -819334.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -819358.312500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -819358.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -819376.937500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -819376.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -819402.062500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -819402.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -819429.687500 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -819429.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -819451.687500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -819451.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -819471.125000 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -819471.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -819492.500000 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -819492.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -819505.875000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -819505.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -819519.437500 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -819519.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -819533.500000 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -819533.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -819543.375000 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -819543.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -819554.250000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -819554.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -819570.437500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -819570.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -819587.812500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -819587.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -819601.250000 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -819601.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -819614.250000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -819614.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -819627.875000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -819627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -819637.187500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -819637.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -819645.312500 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -819645.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -819655.687500 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -819655.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -819661.500000 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -819661.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -819665.750000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -819665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -819670.562500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -819670.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -819676.062500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -819676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -819682.250000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -819682.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -819688.000000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -819688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -819696.250000 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -819696.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -819701.000000 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -819701 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -819703.812500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -819703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -819708.875000 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -819708.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -819711.812500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -819711.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -819719.437500 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -819719.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -819726.375000 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -819726.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -819731.187500 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -819731.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -819737.687500 Penalty: 4164.156738
	Iteration 44Q: 3 clusters Score -819737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -819746.687500 Penalty: 4164.156738
	Iteration 45Q: 3 clusters Score -819746.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -819755.312500 Penalty: 4164.156738
	Iteration 46Q: 3 clusters Score -819755.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -819772.250000 Penalty: 4164.156738
	Iteration 47Q: 3 clusters Score -819772.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -819787.625000 Penalty: 4164.156738
	Iteration 48Q: 3 clusters Score -819787.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -819805.437500 Penalty: 4164.156738
	Iteration 49Q: 3 clusters Score -819805.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -819822.125000 Penalty: 4164.156738
	Iteration 50Q: 3 clusters Score -819822.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -819838.187500 Penalty: 4164.156738
	Iteration 51Q: 3 clusters Score -819838.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -819852.750000 Penalty: 4164.156738
	Iteration 52Q: 3 clusters Score -819852.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -819872.500000 Penalty: 4164.156738
	Iteration 53Q: 3 clusters Score -819872.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -819888.500000 Penalty: 4164.156738
	Iteration 54Q: 3 clusters Score -819888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -819900.937500 Penalty: 4164.156738
	Iteration 55Q: 3 clusters Score -819900.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -819913.187500 Penalty: 4164.156738
	Iteration 56Q: 3 clusters Score -819913.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -819923.187500 Penalty: 4164.156738
	Iteration 57Q: 3 clusters Score -819923.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -819933.437500 Penalty: 4164.156738
	Iteration 58Q: 3 clusters Score -819933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -819944.375000 Penalty: 4164.156738
	Iteration 59Q: 3 clusters Score -819944.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -819951.562500 Penalty: 4164.156738
	Iteration 60F: 3 clusters Score -819951.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -819966.312500 Penalty: 4164.156738
	Iteration 61Q: 3 clusters Score -819966.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -819982.250000 Penalty: 4164.156738
	Iteration 62Q: 3 clusters Score -819982.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -819994.312500 Penalty: 4164.156738
	Iteration 63Q: 3 clusters Score -819994.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -820012.625000 Penalty: 4164.156738
	Iteration 64Q: 3 clusters Score -820012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -820022.000000 Penalty: 4164.156738
	Iteration 65Q: 3 clusters Score -820022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -820033.062500 Penalty: 4164.156738
	Iteration 66Q: 3 clusters Score -820033.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -820045.312500 Penalty: 4164.156738
	Iteration 67Q: 3 clusters Score -820045.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -820051.625000 Penalty: 4164.156738
	Iteration 68Q: 3 clusters Score -820051.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -820058.687500 Penalty: 4164.156738
	Iteration 69Q: 3 clusters Score -820058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -820062.000000 Penalty: 4164.156738
	Iteration 70Q: 3 clusters Score -820062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -820066.125000 Penalty: 4164.156738
	Iteration 71Q: 3 clusters Score -820066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -820070.000000 Penalty: 4164.156738
	Iteration 72Q: 3 clusters Score -820070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -820072.312500 Penalty: 4164.156738
	Iteration 73Q: 3 clusters Score -820072.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -820076.875000 Penalty: 4164.156738
	Iteration 74Q: 3 clusters Score -820076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -820079.312500 Penalty: 4164.156738
	Iteration 75Q: 3 clusters Score -820079.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -820080.625000 Penalty: 4164.156738
	Iteration 76Q: 3 clusters Score -820080.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -820086.562500 Penalty: 4164.156738
	Iteration 77Q: 3 clusters Score -820086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -820089.687500 Penalty: 4164.156738
	Iteration 78Q: 3 clusters Score -820089.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -820095.187500 Penalty: 4164.156738
	Iteration 79Q: 3 clusters Score -820095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -820099.250000 Penalty: 4164.156738
	Iteration 80F: 3 clusters Score -820099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -820105.750000 Penalty: 4164.156738
	Iteration 81Q: 3 clusters Score -820105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -820108.437500 Penalty: 4164.156738
	Iteration 82Q: 3 clusters Score -820108.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -820112.687500 Penalty: 4164.156738
	Iteration 83Q: 3 clusters Score -820112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -820115.187500 Penalty: 4164.156738
	Iteration 84Q: 3 clusters Score -820115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -820115.625000 Penalty: 4164.156738
	Iteration 85Q: 3 clusters Score -820115.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -820119.062500 Penalty: 4164.156738
	Iteration 86Q: 3 clusters Score -820119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -820120.875000 Penalty: 4164.156738
	Iteration 87Q: 3 clusters Score -820120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -820122.187500 Penalty: 4164.156738
	Iteration 88Q: 3 clusters Score -820122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -820121.375000 Penalty: 4164.156738
	Iteration 89Q: 3 clusters Score -820121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -820122.125000 Penalty: 4164.156738
	Iteration 90Q: 3 clusters Score -820122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -820122.125000 Penalty: 4164.156738
	Iteration 91F: 3 clusters Score -820122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Entering Unmasked Estep 
Score: -1152278.000000 Penalty: 2164.489014
	Iteration 0F: 2 clusters Score -1152278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1147052.625000 Penalty: 4328.978027
	Iteration 0F: 3 clusters Score -1147053 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1148362.125000 Penalty: 4328.978027
	Iteration 1F: 3 clusters Score -1148362 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1148565.375000 Penalty: 4328.978027
	Iteration 2F: 3 clusters Score -1148565 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1148697.625000 Penalty: 4328.978027
	Iteration 3Q: 3 clusters Score -1148698 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1148798.750000 Penalty: 4328.978027
	Iteration 4Q: 3 clusters Score -1148799 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1148865.625000 Penalty: 4328.978027
	Iteration 5Q: 3 clusters Score -1148866 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1148914.000000 Penalty: 4328.978027
	Iteration 6Q: 3 clusters Score -1148914 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1148977.375000 Penalty: 4328.978027
	Iteration 7Q: 3 clusters Score -1148977 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1149032.250000 Penalty: 4328.978027
	Iteration 8Q: 3 clusters Score -1149032 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1149088.375000 Penalty: 4328.978027
	Iteration 9Q: 3 clusters Score -1149088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1149138.750000 Penalty: 4328.978027
	Iteration 10Q: 3 clusters Score -1149139 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1149189.875000 Penalty: 4328.978027
	Iteration 11Q: 3 clusters Score -1149190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1149244.375000 Penalty: 4328.978027
	Iteration 12Q: 3 clusters Score -1149244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1149302.375000 Penalty: 4328.978027
	Iteration 13Q: 3 clusters Score -1149302 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1149360.250000 Penalty: 4328.978027
	Iteration 14Q: 3 clusters Score -1149360 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1149417.000000 Penalty: 4328.978027
	Iteration 15Q: 3 clusters Score -1149417 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1149471.500000 Penalty: 4328.978027
	Iteration 16Q: 3 clusters Score -1149472 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1149517.375000 Penalty: 4328.978027
	Iteration 17Q: 3 clusters Score -1149517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1149573.875000 Penalty: 4328.978027
	Iteration 18Q: 3 clusters Score -1149574 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1149622.750000 Penalty: 4328.978027
	Iteration 19Q: 3 clusters Score -1149623 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1149666.125000 Penalty: 4328.978027
	Iteration 20F: 3 clusters Score -1149666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1149715.875000 Penalty: 4328.978027
	Iteration 21Q: 3 clusters Score -1149716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1149773.500000 Penalty: 4328.978027
	Iteration 22Q: 3 clusters Score -1149774 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1149839.500000 Penalty: 4328.978027
	Iteration 23Q: 3 clusters Score -1149840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1149901.250000 Penalty: 4328.978027
	Iteration 24Q: 3 clusters Score -1149901 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1149949.750000 Penalty: 4328.978027
	Iteration 25Q: 3 clusters Score -1149950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1149992.250000 Penalty: 4328.978027
	Iteration 26Q: 3 clusters Score -1149992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1150038.250000 Penalty: 4328.978027
	Iteration 27Q: 3 clusters Score -1150038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1150091.125000 Penalty: 4328.978027
	Iteration 28Q: 3 clusters Score -1150091 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1150132.625000 Penalty: 4328.978027
	Iteration 29Q: 3 clusters Score -1150133 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1150171.500000 Penalty: 4328.978027
	Iteration 30Q: 3 clusters Score -1150172 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1150221.750000 Penalty: 4328.978027
	Iteration 31Q: 3 clusters Score -1150222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1150264.000000 Penalty: 4328.978027
	Iteration 32Q: 3 clusters Score -1150264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1150298.750000 Penalty: 4328.978027
	Iteration 33Q: 3 clusters Score -1150299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1150325.375000 Penalty: 4328.978027
	Iteration 34Q: 3 clusters Score -1150325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1150347.000000 Penalty: 4328.978027
	Iteration 35Q: 3 clusters Score -1150347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1150360.625000 Penalty: 4328.978027
	Iteration 36Q: 3 clusters Score -1150361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1150373.000000 Penalty: 4328.978027
	Iteration 37Q: 3 clusters Score -1150373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1150376.500000 Penalty: 4328.978027
	Iteration 38Q: 3 clusters Score -1150376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1150382.250000 Penalty: 4328.978027
	Iteration 39Q: 3 clusters Score -1150382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1150384.750000 Penalty: 4328.978027
	Iteration 40F: 3 clusters Score -1150385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1150385.500000 Penalty: 4328.978027
	Iteration 41Q: 3 clusters Score -1150386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1150384.625000 Penalty: 4328.978027
	Iteration 42Q: 3 clusters Score -1150385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1150388.750000 Penalty: 4328.978027
	Iteration 43Q: 3 clusters Score -1150389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1150391.875000 Penalty: 4328.978027
	Iteration 44Q: 3 clusters Score -1150392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1150391.875000 Penalty: 4328.978027
	Iteration 45Q: 3 clusters Score -1150392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1150391.875000 Penalty: 4328.978027
	Iteration 46F: 3 clusters Score -1150392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Entering Unmasked Estep 
Score: -8565182.000000 Penalty: 2662.010986
	Iteration 0F: 2 clusters Score -8565182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8535088.000000 Penalty: 5324.021973
	Iteration 0F: 3 clusters Score -8535088 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8547396.000000 Penalty: 5324.021973
	Iteration 1F: 3 clusters Score -8547396 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -8548869.000000 Penalty: 5324.021973
	Iteration 2F: 3 clusters Score -8548869 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -8550942.000000 Penalty: 5324.021973
	Iteration 3F: 3 clusters Score -8550942 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -8553568.000000 Penalty: 5324.021973
	Iteration 4F: 3 clusters Score -8553568 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -8556711.000000 Penalty: 5324.021973
	Iteration 5F: 3 clusters Score -8556711 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -8559684.000000 Penalty: 5324.021973
	Iteration 6F: 3 clusters Score -8559684 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -8561883.000000 Penalty: 5324.021973
	Iteration 7F: 3 clusters Score -8561883 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -8562985.000000 Penalty: 5324.021973
	Iteration 8Q: 3 clusters Score -8562985 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -8563435.000000 Penalty: 5324.021973
	Iteration 9Q: 3 clusters Score -8563435 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -8563663.000000 Penalty: 5324.021973
	Iteration 10Q: 3 clusters Score -8563663 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -8563765.000000 Penalty: 5324.021973
	Iteration 11Q: 3 clusters Score -8563765 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -8563833.000000 Penalty: 5324.021973
	Iteration 12Q: 3 clusters Score -8563833 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -8563903.000000 Penalty: 5324.021973
	Iteration 13Q: 3 clusters Score -8563903 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8563974.000000 Penalty: 5324.021973
	Iteration 14Q: 3 clusters Score -8563974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -8564040.000000 Penalty: 5324.021973
	Iteration 15Q: 3 clusters Score -8564040 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -8564080.000000 Penalty: 5324.021973
	Iteration 16Q: 3 clusters Score -8564080 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8564104.000000 Penalty: 5324.021973
	Iteration 17Q: 3 clusters Score -8564104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -8564130.000000 Penalty: 5324.021973
	Iteration 18Q: 3 clusters Score -8564130 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -8564150.000000 Penalty: 5324.021973
	Iteration 19Q: 3 clusters Score -8564150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -8564186.000000 Penalty: 5324.021973
	Iteration 20F: 3 clusters Score -8564186 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -8564214.000000 Penalty: 5324.021973
	Iteration 21Q: 3 clusters Score -8564214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -8564232.000000 Penalty: 5324.021973
	Iteration 22Q: 3 clusters Score -8564232 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -8564241.000000 Penalty: 5324.021973
	Iteration 23Q: 3 clusters Score -8564241 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -8564245.000000 Penalty: 5324.021973
	Iteration 24Q: 3 clusters Score -8564245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -8564253.000000 Penalty: 5324.021973
	Iteration 25Q: 3 clusters Score -8564253 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8564258.000000 Penalty: 5324.021973
	Iteration 26Q: 3 clusters Score -8564258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -8564261.000000 Penalty: 5324.021973
	Iteration 27Q: 3 clusters Score -8564261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8564257.000000 Penalty: 5324.021973
	Iteration 28Q: 3 clusters Score -8564257 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8564285.000000 Penalty: 5324.021973
	Iteration 29Q: 3 clusters Score -8564285 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -8564313.000000 Penalty: 5324.021973
	Iteration 30Q: 3 clusters Score -8564313 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -8564315.000000 Penalty: 5324.021973
	Iteration 31Q: 3 clusters Score -8564315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -8564308.000000 Penalty: 5324.021973
	Iteration 32Q: 3 clusters Score -8564308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8564337.000000 Penalty: 5324.021973
	Iteration 33Q: 3 clusters Score -8564337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8564322.000000 Penalty: 5324.021973
	Iteration 34Q: 3 clusters Score -8564322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8564328.000000 Penalty: 5324.021973
	Iteration 35Q: 3 clusters Score -8564328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -8564340.000000 Penalty: 5324.021973
	Iteration 36Q: 3 clusters Score -8564340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8564342.000000 Penalty: 5324.021973
	Iteration 37Q: 3 clusters Score -8564342 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -8564341.000000 Penalty: 5324.021973
	Iteration 38Q: 3 clusters Score -8564341 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -8564339.000000 Penalty: 5324.021973
	Iteration 39Q: 3 clusters Score -8564339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8564339.000000 Penalty: 5324.021973
	Iteration 40F: 3 clusters Score -8564339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -8564331.000000 Penalty: 5324.021973
	Iteration 41Q: 3 clusters Score -8564331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -8564327.000000 Penalty: 5324.021973
	Iteration 42Q: 3 clusters Score -8564327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8564335.000000 Penalty: 5324.021973
	Iteration 43Q: 3 clusters Score -8564335 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -8564349.000000 Penalty: 5324.021973
	Iteration 44Q: 3 clusters Score -8564349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8564350.000000 Penalty: 5324.021973
	Iteration 45Q: 3 clusters Score -8564350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -8564350.000000 Penalty: 5324.021973
	Iteration 46Q: 3 clusters Score -8564350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -8564343.000000 Penalty: 5324.021973
	Iteration 47Q: 3 clusters Score -8564343 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -8564345.000000 Penalty: 5324.021973
	Iteration 48Q: 3 clusters Score -8564345 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8564350.000000 Penalty: 5324.021973
	Iteration 49Q: 3 clusters Score -8564350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -8564352.000000 Penalty: 5324.021973
	Iteration 50Q: 3 clusters Score -8564352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8564356.000000 Penalty: 5324.021973
	Iteration 51Q: 3 clusters Score -8564356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8564364.000000 Penalty: 5324.021973
	Iteration 52Q: 3 clusters Score -8564364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8564372.000000 Penalty: 5324.021973
	Iteration 53Q: 3 clusters Score -8564372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -8564370.000000 Penalty: 5324.021973
	Iteration 54Q: 3 clusters Score -8564370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -8564371.000000 Penalty: 5324.021973
	Iteration 55Q: 3 clusters Score -8564371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -8564375.000000 Penalty: 5324.021973
	Iteration 56Q: 3 clusters Score -8564375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -8564380.000000 Penalty: 5324.021973
	Iteration 57Q: 3 clusters Score -8564380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8564395.000000 Penalty: 5324.021973
	Iteration 58Q: 3 clusters Score -8564395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8564393.000000 Penalty: 5324.021973
	Iteration 59Q: 3 clusters Score -8564393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8564392.000000 Penalty: 5324.021973
	Iteration 60F: 3 clusters Score -8564392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8564396.000000 Penalty: 5324.021973
	Iteration 61Q: 3 clusters Score -8564396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8564392.000000 Penalty: 5324.021973
	Iteration 62Q: 3 clusters Score -8564392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8564399.000000 Penalty: 5324.021973
	Iteration 63Q: 3 clusters Score -8564399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8564399.000000 Penalty: 5324.021973
	Iteration 64F: 3 clusters Score -8564399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -120314.554688 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -120314.6 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 350 members 
Entering Unmasked Estep 
Score: -118706.179688 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -118706.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119061.875000 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -119061.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119222.437500 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -119222.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119331.375000 Penalty: 3250.750977
	Iteration 3Q: 3 clusters Score -119331.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -119414.812500 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -119414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -119444.710938 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -119444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119456.828125 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -119456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119464.359375 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -119464.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119473.500000 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -119473.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119480.890625 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -119480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119486.179688 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -119486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119495.757812 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -119495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -119501.625000 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -119501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119502.210938 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -119502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119502.210938 Penalty: 3250.750977
	Iteration 14F: 3 clusters Score -119502.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Entering Unmasked Estep 
Score: -8908306.000000 Penalty: 2671.948486
	Iteration 0F: 2 clusters Score -8908306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8877561.000000 Penalty: 5343.896973
	Iteration 0F: 3 clusters Score -8877561 nChanged 22136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -8889797.000000 Penalty: 5343.896973
	Iteration 1F: 3 clusters Score -8889797 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8890287.000000 Penalty: 5343.896973
	Iteration 2Q: 3 clusters Score -8890287 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8890968.000000 Penalty: 5343.896973
	Iteration 3Q: 3 clusters Score -8890968 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -8891779.000000 Penalty: 5343.896973
	Iteration 4Q: 3 clusters Score -8891779 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8892897.000000 Penalty: 5343.896973
	Iteration 5Q: 3 clusters Score -8892897 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -8894329.000000 Penalty: 5343.896973
	Iteration 6F: 3 clusters Score -8894329 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -8896034.000000 Penalty: 5343.896973
	Iteration 7F: 3 clusters Score -8896034 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -8898091.000000 Penalty: 5343.896973
	Iteration 8F: 3 clusters Score -8898091 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -8900235.000000 Penalty: 5343.896973
	Iteration 9F: 3 clusters Score -8900235 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -8902029.000000 Penalty: 5343.896973
	Iteration 10F: 3 clusters Score -8902029 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8902876.000000 Penalty: 5343.896973
	Iteration 11Q: 3 clusters Score -8902876 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8903421.000000 Penalty: 5343.896973
	Iteration 12Q: 3 clusters Score -8903421 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -8903784.000000 Penalty: 5343.896973
	Iteration 13Q: 3 clusters Score -8903784 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -8904145.000000 Penalty: 5343.896973
	Iteration 14Q: 3 clusters Score -8904145 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8904431.000000 Penalty: 5343.896973
	Iteration 15Q: 3 clusters Score -8904431 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -8904641.000000 Penalty: 5343.896973
	Iteration 16Q: 3 clusters Score -8904641 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -8904866.000000 Penalty: 5343.896973
	Iteration 17Q: 3 clusters Score -8904866 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -8905044.000000 Penalty: 5343.896973
	Iteration 18Q: 3 clusters Score -8905044 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -8905230.000000 Penalty: 5343.896973
	Iteration 19Q: 3 clusters Score -8905230 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8905346.000000 Penalty: 5343.896973
	Iteration 20F: 3 clusters Score -8905346 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -8905483.000000 Penalty: 5343.896973
	Iteration 21Q: 3 clusters Score -8905483 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -8905603.000000 Penalty: 5343.896973
	Iteration 22Q: 3 clusters Score -8905603 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8905718.000000 Penalty: 5343.896973
	Iteration 23Q: 3 clusters Score -8905718 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8905814.000000 Penalty: 5343.896973
	Iteration 24Q: 3 clusters Score -8905814 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8905903.000000 Penalty: 5343.896973
	Iteration 25Q: 3 clusters Score -8905903 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -8906029.000000 Penalty: 5343.896973
	Iteration 26Q: 3 clusters Score -8906029 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8906091.000000 Penalty: 5343.896973
	Iteration 27Q: 3 clusters Score -8906091 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -8906209.000000 Penalty: 5343.896973
	Iteration 28Q: 3 clusters Score -8906209 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8906312.000000 Penalty: 5343.896973
	Iteration 29Q: 3 clusters Score -8906312 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -8906440.000000 Penalty: 5343.896973
	Iteration 30Q: 3 clusters Score -8906440 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -8906541.000000 Penalty: 5343.896973
	Iteration 31Q: 3 clusters Score -8906541 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -8906628.000000 Penalty: 5343.896973
	Iteration 32Q: 3 clusters Score -8906628 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -8906699.000000 Penalty: 5343.896973
	Iteration 33Q: 3 clusters Score -8906699 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -8906743.000000 Penalty: 5343.896973
	Iteration 34Q: 3 clusters Score -8906743 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -8906786.000000 Penalty: 5343.896973
	Iteration 35Q: 3 clusters Score -8906786 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8906829.000000 Penalty: 5343.896973
	Iteration 36Q: 3 clusters Score -8906829 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8906921.000000 Penalty: 5343.896973
	Iteration 37Q: 3 clusters Score -8906921 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -8906973.000000 Penalty: 5343.896973
	Iteration 38Q: 3 clusters Score -8906973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8907025.000000 Penalty: 5343.896973
	Iteration 39Q: 3 clusters Score -8907025 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -8907058.000000 Penalty: 5343.896973
	Iteration 40F: 3 clusters Score -8907058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -8907128.000000 Penalty: 5343.896973
	Iteration 41Q: 3 clusters Score -8907128 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8907153.000000 Penalty: 5343.896973
	Iteration 42Q: 3 clusters Score -8907153 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8907164.000000 Penalty: 5343.896973
	Iteration 43Q: 3 clusters Score -8907164 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8907178.000000 Penalty: 5343.896973
	Iteration 44Q: 3 clusters Score -8907178 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8907217.000000 Penalty: 5343.896973
	Iteration 45Q: 3 clusters Score -8907217 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -8907249.000000 Penalty: 5343.896973
	Iteration 46Q: 3 clusters Score -8907249 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8907247.000000 Penalty: 5343.896973
	Iteration 47Q: 3 clusters Score -8907247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8907303.000000 Penalty: 5343.896973
	Iteration 48Q: 3 clusters Score -8907303 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8907315.000000 Penalty: 5343.896973
	Iteration 49Q: 3 clusters Score -8907315 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8907319.000000 Penalty: 5343.896973
	Iteration 50Q: 3 clusters Score -8907319 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -8907347.000000 Penalty: 5343.896973
	Iteration 51Q: 3 clusters Score -8907347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -8907364.000000 Penalty: 5343.896973
	Iteration 52Q: 3 clusters Score -8907364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8907369.000000 Penalty: 5343.896973
	Iteration 53Q: 3 clusters Score -8907369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8907376.000000 Penalty: 5343.896973
	Iteration 54Q: 3 clusters Score -8907376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8907377.000000 Penalty: 5343.896973
	Iteration 55Q: 3 clusters Score -8907377 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8907381.000000 Penalty: 5343.896973
	Iteration 56Q: 3 clusters Score -8907381 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -8907368.000000 Penalty: 5343.896973
	Iteration 57Q: 3 clusters Score -8907368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8907366.000000 Penalty: 5343.896973
	Iteration 58Q: 3 clusters Score -8907366 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8907375.000000 Penalty: 5343.896973
	Iteration 59Q: 3 clusters Score -8907375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -8907386.000000 Penalty: 5343.896973
	Iteration 60F: 3 clusters Score -8907386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8907412.000000 Penalty: 5343.896973
	Iteration 61Q: 3 clusters Score -8907412 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8907435.000000 Penalty: 5343.896973
	Iteration 62Q: 3 clusters Score -8907435 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8907445.000000 Penalty: 5343.896973
	Iteration 63Q: 3 clusters Score -8907445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -8907459.000000 Penalty: 5343.896973
	Iteration 64Q: 3 clusters Score -8907459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8907451.000000 Penalty: 5343.896973
	Iteration 65Q: 3 clusters Score -8907451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -8907467.000000 Penalty: 5343.896973
	Iteration 66Q: 3 clusters Score -8907467 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8907462.000000 Penalty: 5343.896973
	Iteration 67Q: 3 clusters Score -8907462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8907483.000000 Penalty: 5343.896973
	Iteration 68Q: 3 clusters Score -8907483 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8907499.000000 Penalty: 5343.896973
	Iteration 69Q: 3 clusters Score -8907499 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -8907512.000000 Penalty: 5343.896973
	Iteration 70Q: 3 clusters Score -8907512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8907531.000000 Penalty: 5343.896973
	Iteration 71Q: 3 clusters Score -8907531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8907517.000000 Penalty: 5343.896973
	Iteration 72Q: 3 clusters Score -8907517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8907506.000000 Penalty: 5343.896973
	Iteration 73Q: 3 clusters Score -8907506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8907507.000000 Penalty: 5343.896973
	Iteration 74Q: 3 clusters Score -8907507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8907521.000000 Penalty: 5343.896973
	Iteration 75Q: 3 clusters Score -8907521 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8907514.000000 Penalty: 5343.896973
	Iteration 76Q: 3 clusters Score -8907514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8907512.000000 Penalty: 5343.896973
	Iteration 77Q: 3 clusters Score -8907512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -8907541.000000 Penalty: 5343.896973
	Iteration 78Q: 3 clusters Score -8907541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8907545.000000 Penalty: 5343.896973
	Iteration 79Q: 3 clusters Score -8907545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8907540.000000 Penalty: 5343.896973
	Iteration 80F: 3 clusters Score -8907540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8907538.000000 Penalty: 5343.896973
	Iteration 81Q: 3 clusters Score -8907538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8907538.000000 Penalty: 5343.896973
	Iteration 82Q: 3 clusters Score -8907538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8907532.000000 Penalty: 5343.896973
	Iteration 83Q: 3 clusters Score -8907532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8907538.000000 Penalty: 5343.896973
	Iteration 84Q: 3 clusters Score -8907538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8907524.000000 Penalty: 5343.896973
	Iteration 85Q: 3 clusters Score -8907524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -8907534.000000 Penalty: 5343.896973
	Iteration 86Q: 3 clusters Score -8907534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8907523.000000 Penalty: 5343.896973
	Iteration 87Q: 3 clusters Score -8907523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8907530.000000 Penalty: 5343.896973
	Iteration 88Q: 3 clusters Score -8907530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8907527.000000 Penalty: 5343.896973
	Iteration 89Q: 3 clusters Score -8907527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8907541.000000 Penalty: 5343.896973
	Iteration 90Q: 3 clusters Score -8907541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -8907530.000000 Penalty: 5343.896973
	Iteration 91Q: 3 clusters Score -8907530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8907536.000000 Penalty: 5343.896973
	Iteration 92Q: 3 clusters Score -8907536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8907534.000000 Penalty: 5343.896973
	Iteration 93Q: 3 clusters Score -8907534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8907535.000000 Penalty: 5343.896973
	Iteration 94Q: 3 clusters Score -8907535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8907527.000000 Penalty: 5343.896973
	Iteration 95Q: 3 clusters Score -8907527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8907534.000000 Penalty: 5343.896973
	Iteration 96Q: 3 clusters Score -8907534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8907531.000000 Penalty: 5343.896973
	Iteration 97Q: 3 clusters Score -8907531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8907528.000000 Penalty: 5343.896973
	Iteration 98Q: 3 clusters Score -8907528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8907524.000000 Penalty: 5343.896973
	Iteration 99Q: 3 clusters Score -8907524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8907529.000000 Penalty: 5343.896973
	Iteration 100F: 3 clusters Score -8907529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8907531.000000 Penalty: 5343.896973
	Iteration 101Q: 3 clusters Score -8907531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8907535.000000 Penalty: 5343.896973
	Iteration 102Q: 3 clusters Score -8907535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8907542.000000 Penalty: 5343.896973
	Iteration 103Q: 3 clusters Score -8907542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8907533.000000 Penalty: 5343.896973
	Iteration 104Q: 3 clusters Score -8907533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8907533.000000 Penalty: 5343.896973
	Iteration 105F: 3 clusters Score -8907533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Entering Unmasked Estep 
Score: -9781233.000000 Penalty: 2692.864746
	Iteration 0F: 2 clusters Score -9781233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -9750712.000000 Penalty: 5385.729492
	Iteration 0F: 3 clusters Score -9750712 nChanged 24088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -9763927.000000 Penalty: 5385.729492
	Iteration 1F: 3 clusters Score -9763927 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9764463.000000 Penalty: 5385.729492
	Iteration 2Q: 3 clusters Score -9764463 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -9765065.000000 Penalty: 5385.729492
	Iteration 3Q: 3 clusters Score -9765065 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -9765576.000000 Penalty: 5385.729492
	Iteration 4Q: 3 clusters Score -9765576 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -9766203.000000 Penalty: 5385.729492
	Iteration 5Q: 3 clusters Score -9766203 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -9766859.000000 Penalty: 5385.729492
	Iteration 6Q: 3 clusters Score -9766859 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -9767810.000000 Penalty: 5385.729492
	Iteration 7Q: 3 clusters Score -9767810 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9769080.000000 Penalty: 5385.729492
	Iteration 8Q: 3 clusters Score -9769080 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -9770921.000000 Penalty: 5385.729492
	Iteration 9F: 3 clusters Score -9770921 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -9772764.000000 Penalty: 5385.729492
	Iteration 10F: 3 clusters Score -9772764 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -9774130.000000 Penalty: 5385.729492
	Iteration 11Q: 3 clusters Score -9774130 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -9774741.000000 Penalty: 5385.729492
	Iteration 12Q: 3 clusters Score -9774741 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -9775077.000000 Penalty: 5385.729492
	Iteration 13Q: 3 clusters Score -9775077 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -9775367.000000 Penalty: 5385.729492
	Iteration 14Q: 3 clusters Score -9775367 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -9775669.000000 Penalty: 5385.729492
	Iteration 15Q: 3 clusters Score -9775669 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -9776072.000000 Penalty: 5385.729492
	Iteration 16Q: 3 clusters Score -9776072 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -9776583.000000 Penalty: 5385.729492
	Iteration 17Q: 3 clusters Score -9776583 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -9776985.000000 Penalty: 5385.729492
	Iteration 18Q: 3 clusters Score -9776985 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -9777535.000000 Penalty: 5385.729492
	Iteration 19Q: 3 clusters Score -9777535 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -9778083.000000 Penalty: 5385.729492
	Iteration 20F: 3 clusters Score -9778083 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -9778612.000000 Penalty: 5385.729492
	Iteration 21Q: 3 clusters Score -9778612 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -9779124.000000 Penalty: 5385.729492
	Iteration 22Q: 3 clusters Score -9779124 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -9779492.000000 Penalty: 5385.729492
	Iteration 23Q: 3 clusters Score -9779492 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -9779799.000000 Penalty: 5385.729492
	Iteration 24Q: 3 clusters Score -9779799 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -9780011.000000 Penalty: 5385.729492
	Iteration 25Q: 3 clusters Score -9780011 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -9780150.000000 Penalty: 5385.729492
	Iteration 26Q: 3 clusters Score -9780150 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -9780247.000000 Penalty: 5385.729492
	Iteration 27Q: 3 clusters Score -9780247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9780296.000000 Penalty: 5385.729492
	Iteration 28Q: 3 clusters Score -9780296 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -9780326.000000 Penalty: 5385.729492
	Iteration 29Q: 3 clusters Score -9780326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -9780367.000000 Penalty: 5385.729492
	Iteration 30Q: 3 clusters Score -9780367 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -9780406.000000 Penalty: 5385.729492
	Iteration 31Q: 3 clusters Score -9780406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -9780415.000000 Penalty: 5385.729492
	Iteration 32Q: 3 clusters Score -9780415 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -9780409.000000 Penalty: 5385.729492
	Iteration 33Q: 3 clusters Score -9780409 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -9780402.000000 Penalty: 5385.729492
	Iteration 34Q: 3 clusters Score -9780402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -9780411.000000 Penalty: 5385.729492
	Iteration 35Q: 3 clusters Score -9780411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -9780421.000000 Penalty: 5385.729492
	Iteration 36Q: 3 clusters Score -9780421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -9780437.000000 Penalty: 5385.729492
	Iteration 37Q: 3 clusters Score -9780437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -9780444.000000 Penalty: 5385.729492
	Iteration 38Q: 3 clusters Score -9780444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -9780449.000000 Penalty: 5385.729492
	Iteration 39Q: 3 clusters Score -9780449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -9780451.000000 Penalty: 5385.729492
	Iteration 40F: 3 clusters Score -9780451 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -9780450.000000 Penalty: 5385.729492
	Iteration 41Q: 3 clusters Score -9780450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -9780431.000000 Penalty: 5385.729492
	Iteration 42Q: 3 clusters Score -9780431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -9780439.000000 Penalty: 5385.729492
	Iteration 43Q: 3 clusters Score -9780439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -9780458.000000 Penalty: 5385.729492
	Iteration 44Q: 3 clusters Score -9780458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -9780449.000000 Penalty: 5385.729492
	Iteration 45Q: 3 clusters Score -9780449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9780446.000000 Penalty: 5385.729492
	Iteration 46Q: 3 clusters Score -9780446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -9780447.000000 Penalty: 5385.729492
	Iteration 47Q: 3 clusters Score -9780447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9780451.000000 Penalty: 5385.729492
	Iteration 48Q: 3 clusters Score -9780451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -9780451.000000 Penalty: 5385.729492
	Iteration 49F: 3 clusters Score -9780451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Entering Unmasked Estep 
Score: -1520083.875000 Penalty: 2235.432129
	Iteration 0F: 2 clusters Score -1520084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1513599.625000 Penalty: 4470.864258
	Iteration 0F: 3 clusters Score -1513600 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1515377.125000 Penalty: 4470.864258
	Iteration 1F: 3 clusters Score -1515377 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1515650.500000 Penalty: 4470.864258
	Iteration 2F: 3 clusters Score -1515650 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1515859.875000 Penalty: 4470.864258
	Iteration 3F: 3 clusters Score -1515860 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1516031.000000 Penalty: 4470.864258
	Iteration 4Q: 3 clusters Score -1516031 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1516207.875000 Penalty: 4470.864258
	Iteration 5Q: 3 clusters Score -1516208 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1516403.750000 Penalty: 4470.864258
	Iteration 6Q: 3 clusters Score -1516404 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1516607.625000 Penalty: 4470.864258
	Iteration 7Q: 3 clusters Score -1516608 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1516847.000000 Penalty: 4470.864258
	Iteration 8Q: 3 clusters Score -1516847 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1517069.375000 Penalty: 4470.864258
	Iteration 9Q: 3 clusters Score -1517069 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1517292.375000 Penalty: 4470.864258
	Iteration 10Q: 3 clusters Score -1517292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1517484.875000 Penalty: 4470.864258
	Iteration 11Q: 3 clusters Score -1517485 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1517641.750000 Penalty: 4470.864258
	Iteration 12Q: 3 clusters Score -1517642 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1517771.500000 Penalty: 4470.864258
	Iteration 13Q: 3 clusters Score -1517772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1517871.000000 Penalty: 4470.864258
	Iteration 14Q: 3 clusters Score -1517871 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1517966.250000 Penalty: 4470.864258
	Iteration 15Q: 3 clusters Score -1517966 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1518044.750000 Penalty: 4470.864258
	Iteration 16Q: 3 clusters Score -1518045 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1518106.625000 Penalty: 4470.864258
	Iteration 17Q: 3 clusters Score -1518107 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1518143.000000 Penalty: 4470.864258
	Iteration 18Q: 3 clusters Score -1518143 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1518164.750000 Penalty: 4470.864258
	Iteration 19Q: 3 clusters Score -1518165 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1518185.750000 Penalty: 4470.864258
	Iteration 20F: 3 clusters Score -1518186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1518196.500000 Penalty: 4470.864258
	Iteration 21Q: 3 clusters Score -1518196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1518211.375000 Penalty: 4470.864258
	Iteration 22Q: 3 clusters Score -1518211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1518215.375000 Penalty: 4470.864258
	Iteration 23Q: 3 clusters Score -1518215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1518217.625000 Penalty: 4470.864258
	Iteration 24Q: 3 clusters Score -1518218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1518225.125000 Penalty: 4470.864258
	Iteration 25Q: 3 clusters Score -1518225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1518231.125000 Penalty: 4470.864258
	Iteration 26Q: 3 clusters Score -1518231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1518236.625000 Penalty: 4470.864258
	Iteration 27Q: 3 clusters Score -1518237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1518244.500000 Penalty: 4470.864258
	Iteration 28Q: 3 clusters Score -1518244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1518247.750000 Penalty: 4470.864258
	Iteration 29Q: 3 clusters Score -1518248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1518258.250000 Penalty: 4470.864258
	Iteration 30Q: 3 clusters Score -1518258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1518264.500000 Penalty: 4470.864258
	Iteration 31Q: 3 clusters Score -1518264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1518269.125000 Penalty: 4470.864258
	Iteration 32Q: 3 clusters Score -1518269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1518272.625000 Penalty: 4470.864258
	Iteration 33Q: 3 clusters Score -1518273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1518279.000000 Penalty: 4470.864258
	Iteration 34Q: 3 clusters Score -1518279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1518280.875000 Penalty: 4470.864258
	Iteration 35Q: 3 clusters Score -1518281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1518280.625000 Penalty: 4470.864258
	Iteration 36Q: 3 clusters Score -1518281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1518285.875000 Penalty: 4470.864258
	Iteration 37Q: 3 clusters Score -1518286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1518289.125000 Penalty: 4470.864258
	Iteration 38Q: 3 clusters Score -1518289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1518290.000000 Penalty: 4470.864258
	Iteration 39Q: 3 clusters Score -1518290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1518294.750000 Penalty: 4470.864258
	Iteration 40F: 3 clusters Score -1518295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1518295.625000 Penalty: 4470.864258
	Iteration 41Q: 3 clusters Score -1518296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1518291.250000 Penalty: 4470.864258
	Iteration 42Q: 3 clusters Score -1518291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1518295.375000 Penalty: 4470.864258
	Iteration 43Q: 3 clusters Score -1518295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1518298.375000 Penalty: 4470.864258
	Iteration 44Q: 3 clusters Score -1518298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1518298.375000 Penalty: 4470.864258
	Iteration 45F: 3 clusters Score -1518298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -195646.578125 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -195646.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193531.921875 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -193531.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -194079.015625 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -194079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -194395.296875 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -194395.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -194663.390625 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -194663.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -194797.953125 Penalty: 3519.973633
	Iteration 4F: 3 clusters Score -194798 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -194874.671875 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -194874.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -194928.156250 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -194928.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -194981.187500 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -194981.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -195011.859375 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -195011.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -195043.593750 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -195043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -195058.781250 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -195058.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -195072.265625 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -195072.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -195082.031250 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -195082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -195096.703125 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -195096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -195113.343750 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -195113.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -195125.640625 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -195125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -195139.046875 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -195139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -195147.156250 Penalty: 3519.973633
	Iteration 17Q: 3 clusters Score -195147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -195174.625000 Penalty: 3519.973633
	Iteration 18Q: 3 clusters Score -195174.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -195196.000000 Penalty: 3519.973633
	Iteration 19Q: 3 clusters Score -195196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -195202.937500 Penalty: 3519.973633
	Iteration 20F: 3 clusters Score -195202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -195205.968750 Penalty: 3519.973633
	Iteration 21Q: 3 clusters Score -195206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -195212.062500 Penalty: 3519.973633
	Iteration 22Q: 3 clusters Score -195212.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195218.484375 Penalty: 3519.973633
	Iteration 23Q: 3 clusters Score -195218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -195229.625000 Penalty: 3519.973633
	Iteration 24Q: 3 clusters Score -195229.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -195238.718750 Penalty: 3519.973633
	Iteration 25Q: 3 clusters Score -195238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -195241.968750 Penalty: 3519.973633
	Iteration 26Q: 3 clusters Score -195242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -195243.765625 Penalty: 3519.973633
	Iteration 27Q: 3 clusters Score -195243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -195245.500000 Penalty: 3519.973633
	Iteration 28Q: 3 clusters Score -195245.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -195245.500000 Penalty: 3519.973633
	Iteration 29F: 3 clusters Score -195245.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Entering Unmasked Estep 
Score: -8251746.000000 Penalty: 2652.255371
	Iteration 0F: 2 clusters Score -8251746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8222662.500000 Penalty: 5304.510742
	Iteration 0F: 3 clusters Score -8222662 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -8234023.500000 Penalty: 5304.510742
	Iteration 1F: 3 clusters Score -8234024 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8234482.500000 Penalty: 5304.510742
	Iteration 2Q: 3 clusters Score -8234482 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -8235126.500000 Penalty: 5304.510742
	Iteration 3Q: 3 clusters Score -8235126 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8235924.000000 Penalty: 5304.510742
	Iteration 4Q: 3 clusters Score -8235924 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -8236865.500000 Penalty: 5304.510742
	Iteration 5Q: 3 clusters Score -8236866 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -8238165.500000 Penalty: 5304.510742
	Iteration 6F: 3 clusters Score -8238166 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -8239815.500000 Penalty: 5304.510742
	Iteration 7F: 3 clusters Score -8239816 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -8241598.500000 Penalty: 5304.510742
	Iteration 8F: 3 clusters Score -8241598 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -8243387.500000 Penalty: 5304.510742
	Iteration 9F: 3 clusters Score -8243388 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8245029.000000 Penalty: 5304.510742
	Iteration 10Q: 3 clusters Score -8245029 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8246384.500000 Penalty: 5304.510742
	Iteration 11Q: 3 clusters Score -8246384 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -8247309.000000 Penalty: 5304.510742
	Iteration 12Q: 3 clusters Score -8247309 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8247937.500000 Penalty: 5304.510742
	Iteration 13Q: 3 clusters Score -8247938 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -8248452.000000 Penalty: 5304.510742
	Iteration 14Q: 3 clusters Score -8248452 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -8248759.500000 Penalty: 5304.510742
	Iteration 15Q: 3 clusters Score -8248760 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -8248963.000000 Penalty: 5304.510742
	Iteration 16Q: 3 clusters Score -8248963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8249127.000000 Penalty: 5304.510742
	Iteration 17Q: 3 clusters Score -8249127 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -8249198.500000 Penalty: 5304.510742
	Iteration 18Q: 3 clusters Score -8249198 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8249245.500000 Penalty: 5304.510742
	Iteration 19Q: 3 clusters Score -8249246 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8249268.500000 Penalty: 5304.510742
	Iteration 20F: 3 clusters Score -8249268 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -8249271.500000 Penalty: 5304.510742
	Iteration 21Q: 3 clusters Score -8249272 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -8249286.000000 Penalty: 5304.510742
	Iteration 22Q: 3 clusters Score -8249286 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8249295.000000 Penalty: 5304.510742
	Iteration 23Q: 3 clusters Score -8249295 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8249286.000000 Penalty: 5304.510742
	Iteration 24Q: 3 clusters Score -8249286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -8249304.000000 Penalty: 5304.510742
	Iteration 25Q: 3 clusters Score -8249304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -8249326.000000 Penalty: 5304.510742
	Iteration 26Q: 3 clusters Score -8249326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -8249342.000000 Penalty: 5304.510742
	Iteration 27Q: 3 clusters Score -8249342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8249364.000000 Penalty: 5304.510742
	Iteration 28Q: 3 clusters Score -8249364 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -8249345.500000 Penalty: 5304.510742
	Iteration 29Q: 3 clusters Score -8249346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8249353.500000 Penalty: 5304.510742
	Iteration 30Q: 3 clusters Score -8249354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8249358.500000 Penalty: 5304.510742
	Iteration 31Q: 3 clusters Score -8249358 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8249360.000000 Penalty: 5304.510742
	Iteration 32Q: 3 clusters Score -8249360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -8249383.500000 Penalty: 5304.510742
	Iteration 33Q: 3 clusters Score -8249384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -8249390.500000 Penalty: 5304.510742
	Iteration 34Q: 3 clusters Score -8249390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8249396.000000 Penalty: 5304.510742
	Iteration 35Q: 3 clusters Score -8249396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -8249391.500000 Penalty: 5304.510742
	Iteration 36Q: 3 clusters Score -8249392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -8249382.500000 Penalty: 5304.510742
	Iteration 37Q: 3 clusters Score -8249382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -8249384.000000 Penalty: 5304.510742
	Iteration 38Q: 3 clusters Score -8249384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8249392.000000 Penalty: 5304.510742
	Iteration 39Q: 3 clusters Score -8249392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -8249384.000000 Penalty: 5304.510742
	Iteration 40F: 3 clusters Score -8249384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8249398.500000 Penalty: 5304.510742
	Iteration 41Q: 3 clusters Score -8249398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8249426.500000 Penalty: 5304.510742
	Iteration 42Q: 3 clusters Score -8249426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8249415.000000 Penalty: 5304.510742
	Iteration 43Q: 3 clusters Score -8249415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -8249402.000000 Penalty: 5304.510742
	Iteration 44Q: 3 clusters Score -8249402 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8249393.500000 Penalty: 5304.510742
	Iteration 45Q: 3 clusters Score -8249394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -8249408.000000 Penalty: 5304.510742
	Iteration 46Q: 3 clusters Score -8249408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -8249421.000000 Penalty: 5304.510742
	Iteration 47Q: 3 clusters Score -8249421 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8249422.000000 Penalty: 5304.510742
	Iteration 48Q: 3 clusters Score -8249422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -8249417.000000 Penalty: 5304.510742
	Iteration 49Q: 3 clusters Score -8249417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -8249425.500000 Penalty: 5304.510742
	Iteration 50Q: 3 clusters Score -8249426 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -8249429.500000 Penalty: 5304.510742
	Iteration 51Q: 3 clusters Score -8249430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8249450.000000 Penalty: 5304.510742
	Iteration 52Q: 3 clusters Score -8249450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8249449.000000 Penalty: 5304.510742
	Iteration 53Q: 3 clusters Score -8249449 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -8249471.500000 Penalty: 5304.510742
	Iteration 54Q: 3 clusters Score -8249472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8249464.000000 Penalty: 5304.510742
	Iteration 55Q: 3 clusters Score -8249464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8249463.000000 Penalty: 5304.510742
	Iteration 56Q: 3 clusters Score -8249463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8249476.000000 Penalty: 5304.510742
	Iteration 57Q: 3 clusters Score -8249476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8249494.000000 Penalty: 5304.510742
	Iteration 58Q: 3 clusters Score -8249494 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8249495.500000 Penalty: 5304.510742
	Iteration 59Q: 3 clusters Score -8249496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8249500.000000 Penalty: 5304.510742
	Iteration 60F: 3 clusters Score -8249500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -8249500.000000 Penalty: 5304.510742
	Iteration 61Q: 3 clusters Score -8249500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8249492.500000 Penalty: 5304.510742
	Iteration 62Q: 3 clusters Score -8249492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8249498.500000 Penalty: 5304.510742
	Iteration 63Q: 3 clusters Score -8249498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8249503.000000 Penalty: 5304.510742
	Iteration 64Q: 3 clusters Score -8249503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -8249497.000000 Penalty: 5304.510742
	Iteration 65Q: 3 clusters Score -8249497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8249495.000000 Penalty: 5304.510742
	Iteration 66Q: 3 clusters Score -8249495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8249495.000000 Penalty: 5304.510742
	Iteration 67Q: 3 clusters Score -8249495 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -8249495.500000 Penalty: 5304.510742
	Iteration 68Q: 3 clusters Score -8249496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8249506.000000 Penalty: 5304.510742
	Iteration 69Q: 3 clusters Score -8249506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8249488.500000 Penalty: 5304.510742
	Iteration 70Q: 3 clusters Score -8249488 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8249506.500000 Penalty: 5304.510742
	Iteration 71Q: 3 clusters Score -8249506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8249513.000000 Penalty: 5304.510742
	Iteration 72Q: 3 clusters Score -8249513 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -8249515.500000 Penalty: 5304.510742
	Iteration 73Q: 3 clusters Score -8249516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8249519.500000 Penalty: 5304.510742
	Iteration 74Q: 3 clusters Score -8249520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8249517.000000 Penalty: 5304.510742
	Iteration 75Q: 3 clusters Score -8249517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8249514.500000 Penalty: 5304.510742
	Iteration 76Q: 3 clusters Score -8249514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8249522.000000 Penalty: 5304.510742
	Iteration 77Q: 3 clusters Score -8249522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8249540.000000 Penalty: 5304.510742
	Iteration 78Q: 3 clusters Score -8249540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8249551.500000 Penalty: 5304.510742
	Iteration 79Q: 3 clusters Score -8249552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8249561.500000 Penalty: 5304.510742
	Iteration 80F: 3 clusters Score -8249562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8249561.000000 Penalty: 5304.510742
	Iteration 81Q: 3 clusters Score -8249561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -8249551.000000 Penalty: 5304.510742
	Iteration 82Q: 3 clusters Score -8249551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8249556.500000 Penalty: 5304.510742
	Iteration 83Q: 3 clusters Score -8249556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8249566.000000 Penalty: 5304.510742
	Iteration 84Q: 3 clusters Score -8249566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8249567.500000 Penalty: 5304.510742
	Iteration 85Q: 3 clusters Score -8249568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -8249584.500000 Penalty: 5304.510742
	Iteration 86Q: 3 clusters Score -8249584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8249601.000000 Penalty: 5304.510742
	Iteration 87Q: 3 clusters Score -8249601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8249605.000000 Penalty: 5304.510742
	Iteration 88Q: 3 clusters Score -8249605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8249611.000000 Penalty: 5304.510742
	Iteration 89Q: 3 clusters Score -8249611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -8249612.000000 Penalty: 5304.510742
	Iteration 90Q: 3 clusters Score -8249612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8249614.000000 Penalty: 5304.510742
	Iteration 91Q: 3 clusters Score -8249614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8249609.500000 Penalty: 5304.510742
	Iteration 92Q: 3 clusters Score -8249610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8249619.000000 Penalty: 5304.510742
	Iteration 93Q: 3 clusters Score -8249619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8249636.500000 Penalty: 5304.510742
	Iteration 94Q: 3 clusters Score -8249636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8249629.000000 Penalty: 5304.510742
	Iteration 95Q: 3 clusters Score -8249629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8249627.000000 Penalty: 5304.510742
	Iteration 96Q: 3 clusters Score -8249627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -8249639.500000 Penalty: 5304.510742
	Iteration 97Q: 3 clusters Score -8249640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8249640.500000 Penalty: 5304.510742
	Iteration 98Q: 3 clusters Score -8249640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8249644.000000 Penalty: 5304.510742
	Iteration 99Q: 3 clusters Score -8249644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8249658.500000 Penalty: 5304.510742
	Iteration 100F: 3 clusters Score -8249658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -8249652.500000 Penalty: 5304.510742
	Iteration 101Q: 3 clusters Score -8249652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -8249665.000000 Penalty: 5304.510742
	Iteration 102Q: 3 clusters Score -8249665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8249670.500000 Penalty: 5304.510742
	Iteration 103Q: 3 clusters Score -8249670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8249677.500000 Penalty: 5304.510742
	Iteration 104Q: 3 clusters Score -8249678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8249684.000000 Penalty: 5304.510742
	Iteration 105Q: 3 clusters Score -8249684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8249702.500000 Penalty: 5304.510742
	Iteration 106Q: 3 clusters Score -8249702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8249696.000000 Penalty: 5304.510742
	Iteration 107Q: 3 clusters Score -8249696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8249706.000000 Penalty: 5304.510742
	Iteration 108Q: 3 clusters Score -8249706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8249724.500000 Penalty: 5304.510742
	Iteration 109Q: 3 clusters Score -8249724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8249734.500000 Penalty: 5304.510742
	Iteration 110Q: 3 clusters Score -8249734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -8249731.500000 Penalty: 5304.510742
	Iteration 111Q: 3 clusters Score -8249732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8249722.000000 Penalty: 5304.510742
	Iteration 112Q: 3 clusters Score -8249722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8249715.500000 Penalty: 5304.510742
	Iteration 113Q: 3 clusters Score -8249716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8249712.000000 Penalty: 5304.510742
	Iteration 114Q: 3 clusters Score -8249712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8249715.500000 Penalty: 5304.510742
	Iteration 115Q: 3 clusters Score -8249716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8249721.000000 Penalty: 5304.510742
	Iteration 116Q: 3 clusters Score -8249721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8249713.500000 Penalty: 5304.510742
	Iteration 117Q: 3 clusters Score -8249714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8249711.500000 Penalty: 5304.510742
	Iteration 118Q: 3 clusters Score -8249712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8249706.000000 Penalty: 5304.510742
	Iteration 119Q: 3 clusters Score -8249706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8249706.000000 Penalty: 5304.510742
	Iteration 120F: 3 clusters Score -8249706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Entering Unmasked Estep 
Score: -2443366.750000 Penalty: 2359.232422
	Iteration 0F: 2 clusters Score -2443367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2433504.000000 Penalty: 4718.464844
	Iteration 0F: 3 clusters Score -2433504 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2436448.500000 Penalty: 4718.464844
	Iteration 1F: 3 clusters Score -2436448 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2436718.750000 Penalty: 4718.464844
	Iteration 2F: 3 clusters Score -2436719 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2436918.750000 Penalty: 4718.464844
	Iteration 3Q: 3 clusters Score -2436919 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2437052.250000 Penalty: 4718.464844
	Iteration 4Q: 3 clusters Score -2437052 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2437141.000000 Penalty: 4718.464844
	Iteration 5Q: 3 clusters Score -2437141 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2437213.500000 Penalty: 4718.464844
	Iteration 6Q: 3 clusters Score -2437214 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2437275.500000 Penalty: 4718.464844
	Iteration 7Q: 3 clusters Score -2437276 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2437329.750000 Penalty: 4718.464844
	Iteration 8Q: 3 clusters Score -2437330 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2437360.750000 Penalty: 4718.464844
	Iteration 9Q: 3 clusters Score -2437361 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2437423.750000 Penalty: 4718.464844
	Iteration 10Q: 3 clusters Score -2437424 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -2437466.000000 Penalty: 4718.464844
	Iteration 11Q: 3 clusters Score -2437466 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2437512.500000 Penalty: 4718.464844
	Iteration 12Q: 3 clusters Score -2437512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2437572.000000 Penalty: 4718.464844
	Iteration 13Q: 3 clusters Score -2437572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2437610.250000 Penalty: 4718.464844
	Iteration 14Q: 3 clusters Score -2437610 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2437672.000000 Penalty: 4718.464844
	Iteration 15Q: 3 clusters Score -2437672 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2437751.750000 Penalty: 4718.464844
	Iteration 16Q: 3 clusters Score -2437752 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -2437851.500000 Penalty: 4718.464844
	Iteration 17Q: 3 clusters Score -2437852 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2437984.250000 Penalty: 4718.464844
	Iteration 18Q: 3 clusters Score -2437984 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2438165.000000 Penalty: 4718.464844
	Iteration 19Q: 3 clusters Score -2438165 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2438446.250000 Penalty: 4718.464844
	Iteration 20F: 3 clusters Score -2438446 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2438841.500000 Penalty: 4718.464844
	Iteration 21Q: 3 clusters Score -2438842 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -2439307.000000 Penalty: 4718.464844
	Iteration 22Q: 3 clusters Score -2439307 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2439829.000000 Penalty: 4718.464844
	Iteration 23Q: 3 clusters Score -2439829 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2440324.250000 Penalty: 4718.464844
	Iteration 24Q: 3 clusters Score -2440324 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2440733.500000 Penalty: 4718.464844
	Iteration 25Q: 3 clusters Score -2440734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2440957.500000 Penalty: 4718.464844
	Iteration 26Q: 3 clusters Score -2440958 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2441128.750000 Penalty: 4718.464844
	Iteration 27Q: 3 clusters Score -2441129 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -2441220.500000 Penalty: 4718.464844
	Iteration 28Q: 3 clusters Score -2441220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2441253.500000 Penalty: 4718.464844
	Iteration 29Q: 3 clusters Score -2441254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2441290.750000 Penalty: 4718.464844
	Iteration 30Q: 3 clusters Score -2441291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -2441313.500000 Penalty: 4718.464844
	Iteration 31Q: 3 clusters Score -2441314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2441332.000000 Penalty: 4718.464844
	Iteration 32Q: 3 clusters Score -2441332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2441340.500000 Penalty: 4718.464844
	Iteration 33Q: 3 clusters Score -2441340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2441346.250000 Penalty: 4718.464844
	Iteration 34Q: 3 clusters Score -2441346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -2441349.500000 Penalty: 4718.464844
	Iteration 35Q: 3 clusters Score -2441350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2441349.250000 Penalty: 4718.464844
	Iteration 36Q: 3 clusters Score -2441349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2441352.500000 Penalty: 4718.464844
	Iteration 37Q: 3 clusters Score -2441352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2441353.500000 Penalty: 4718.464844
	Iteration 38Q: 3 clusters Score -2441354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2441353.500000 Penalty: 4718.464844
	Iteration 39F: 3 clusters Score -2441354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -98162.078125 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -98162.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96602.382812 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -96602.38 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96725.195312 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -96725.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96774.242188 Penalty: 3135.992188
	Iteration 2Q: 3 clusters Score -96774.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96797.882812 Penalty: 3135.992188
	Iteration 3Q: 3 clusters Score -96797.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -96810.968750 Penalty: 3135.992188
	Iteration 4Q: 3 clusters Score -96810.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96817.453125 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -96817.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96817.453125 Penalty: 3135.992188
	Iteration 6F: 3 clusters Score -96817.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Entering Unmasked Estep 
Score: -8422249.000000 Penalty: 2659.692383
	Iteration 0F: 2 clusters Score -8422249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8391918.000000 Penalty: 5319.384766
	Iteration 0F: 3 clusters Score -8391918 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -8403688.000000 Penalty: 5319.384766
	Iteration 1F: 3 clusters Score -8403688 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -8404511.000000 Penalty: 5319.384766
	Iteration 2Q: 3 clusters Score -8404511 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -8405631.000000 Penalty: 5319.384766
	Iteration 3F: 3 clusters Score -8405631 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -8407246.000000 Penalty: 5319.384766
	Iteration 4F: 3 clusters Score -8407246 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -8409496.000000 Penalty: 5319.384766
	Iteration 5F: 3 clusters Score -8409496 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -8412156.000000 Penalty: 5319.384766
	Iteration 6F: 3 clusters Score -8412156 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -8414811.000000 Penalty: 5319.384766
	Iteration 7F: 3 clusters Score -8414811 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -8417119.000000 Penalty: 5319.384766
	Iteration 8F: 3 clusters Score -8417119 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -8418620.000000 Penalty: 5319.384766
	Iteration 9Q: 3 clusters Score -8418620 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -8419309.000000 Penalty: 5319.384766
	Iteration 10Q: 3 clusters Score -8419309 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8419617.000000 Penalty: 5319.384766
	Iteration 11Q: 3 clusters Score -8419617 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -8419777.000000 Penalty: 5319.384766
	Iteration 12Q: 3 clusters Score -8419777 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -8419864.000000 Penalty: 5319.384766
	Iteration 13Q: 3 clusters Score -8419864 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8419987.000000 Penalty: 5319.384766
	Iteration 14Q: 3 clusters Score -8419987 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -8420075.000000 Penalty: 5319.384766
	Iteration 15Q: 3 clusters Score -8420075 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -8420147.000000 Penalty: 5319.384766
	Iteration 16Q: 3 clusters Score -8420147 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8420187.000000 Penalty: 5319.384766
	Iteration 17Q: 3 clusters Score -8420187 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8420239.000000 Penalty: 5319.384766
	Iteration 18Q: 3 clusters Score -8420239 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8420275.000000 Penalty: 5319.384766
	Iteration 19Q: 3 clusters Score -8420275 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8420308.000000 Penalty: 5319.384766
	Iteration 20F: 3 clusters Score -8420308 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8420333.000000 Penalty: 5319.384766
	Iteration 21Q: 3 clusters Score -8420333 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8420342.000000 Penalty: 5319.384766
	Iteration 22Q: 3 clusters Score -8420342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8420354.000000 Penalty: 5319.384766
	Iteration 23Q: 3 clusters Score -8420354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8420371.000000 Penalty: 5319.384766
	Iteration 24Q: 3 clusters Score -8420371 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8420397.000000 Penalty: 5319.384766
	Iteration 25Q: 3 clusters Score -8420397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8420435.000000 Penalty: 5319.384766
	Iteration 26Q: 3 clusters Score -8420435 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8420472.000000 Penalty: 5319.384766
	Iteration 27Q: 3 clusters Score -8420472 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -8420501.000000 Penalty: 5319.384766
	Iteration 28Q: 3 clusters Score -8420501 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8420518.000000 Penalty: 5319.384766
	Iteration 29Q: 3 clusters Score -8420518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8420528.000000 Penalty: 5319.384766
	Iteration 30Q: 3 clusters Score -8420528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8420549.000000 Penalty: 5319.384766
	Iteration 31Q: 3 clusters Score -8420549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8420558.000000 Penalty: 5319.384766
	Iteration 32Q: 3 clusters Score -8420558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8420576.000000 Penalty: 5319.384766
	Iteration 33Q: 3 clusters Score -8420576 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8420589.000000 Penalty: 5319.384766
	Iteration 34Q: 3 clusters Score -8420589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8420597.000000 Penalty: 5319.384766
	Iteration 35Q: 3 clusters Score -8420597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8420602.000000 Penalty: 5319.384766
	Iteration 36Q: 3 clusters Score -8420602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8420597.000000 Penalty: 5319.384766
	Iteration 37Q: 3 clusters Score -8420597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8420612.000000 Penalty: 5319.384766
	Iteration 38Q: 3 clusters Score -8420612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8420618.000000 Penalty: 5319.384766
	Iteration 39Q: 3 clusters Score -8420618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -8420619.000000 Penalty: 5319.384766
	Iteration 40F: 3 clusters Score -8420619 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8420618.000000 Penalty: 5319.384766
	Iteration 41Q: 3 clusters Score -8420618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8420627.000000 Penalty: 5319.384766
	Iteration 42Q: 3 clusters Score -8420627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8420634.000000 Penalty: 5319.384766
	Iteration 43Q: 3 clusters Score -8420634 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8420660.000000 Penalty: 5319.384766
	Iteration 44Q: 3 clusters Score -8420660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -8420655.000000 Penalty: 5319.384766
	Iteration 45Q: 3 clusters Score -8420655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8420658.000000 Penalty: 5319.384766
	Iteration 46Q: 3 clusters Score -8420658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8420659.000000 Penalty: 5319.384766
	Iteration 47Q: 3 clusters Score -8420659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8420659.000000 Penalty: 5319.384766
	Iteration 48Q: 3 clusters Score -8420659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8420665.000000 Penalty: 5319.384766
	Iteration 49Q: 3 clusters Score -8420665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8420671.000000 Penalty: 5319.384766
	Iteration 50Q: 3 clusters Score -8420671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8420665.000000 Penalty: 5319.384766
	Iteration 51Q: 3 clusters Score -8420665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -8420668.000000 Penalty: 5319.384766
	Iteration 52Q: 3 clusters Score -8420668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8420654.000000 Penalty: 5319.384766
	Iteration 53Q: 3 clusters Score -8420654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8420669.000000 Penalty: 5319.384766
	Iteration 54Q: 3 clusters Score -8420669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8420665.000000 Penalty: 5319.384766
	Iteration 55Q: 3 clusters Score -8420665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8420661.000000 Penalty: 5319.384766
	Iteration 56Q: 3 clusters Score -8420661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8420667.000000 Penalty: 5319.384766
	Iteration 57Q: 3 clusters Score -8420667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8420674.000000 Penalty: 5319.384766
	Iteration 58Q: 3 clusters Score -8420674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8420674.000000 Penalty: 5319.384766
	Iteration 59Q: 3 clusters Score -8420674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8420675.000000 Penalty: 5319.384766
	Iteration 60F: 3 clusters Score -8420675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8420671.000000 Penalty: 5319.384766
	Iteration 61Q: 3 clusters Score -8420671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8420672.000000 Penalty: 5319.384766
	Iteration 62Q: 3 clusters Score -8420672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8420680.000000 Penalty: 5319.384766
	Iteration 63Q: 3 clusters Score -8420680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8420678.000000 Penalty: 5319.384766
	Iteration 64Q: 3 clusters Score -8420678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8420690.000000 Penalty: 5319.384766
	Iteration 65Q: 3 clusters Score -8420690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8420693.000000 Penalty: 5319.384766
	Iteration 66Q: 3 clusters Score -8420693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8420701.000000 Penalty: 5319.384766
	Iteration 67Q: 3 clusters Score -8420701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8420690.000000 Penalty: 5319.384766
	Iteration 68Q: 3 clusters Score -8420690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8420697.000000 Penalty: 5319.384766
	Iteration 69Q: 3 clusters Score -8420697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -8420695.000000 Penalty: 5319.384766
	Iteration 70Q: 3 clusters Score -8420695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8420693.000000 Penalty: 5319.384766
	Iteration 71Q: 3 clusters Score -8420693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8420695.000000 Penalty: 5319.384766
	Iteration 72Q: 3 clusters Score -8420695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8420708.000000 Penalty: 5319.384766
	Iteration 73Q: 3 clusters Score -8420708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8420702.000000 Penalty: 5319.384766
	Iteration 74Q: 3 clusters Score -8420702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8420706.000000 Penalty: 5319.384766
	Iteration 75Q: 3 clusters Score -8420706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8420703.000000 Penalty: 5319.384766
	Iteration 76Q: 3 clusters Score -8420703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8420703.000000 Penalty: 5319.384766
	Iteration 77F: 3 clusters Score -8420703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Entering Unmasked Estep 
Score: -5381884.500000 Penalty: 2545.970459
	Iteration 0F: 2 clusters Score -5381884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5362214.000000 Penalty: 5091.940918
	Iteration 0F: 3 clusters Score -5362214 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5369219.500000 Penalty: 5091.940918
	Iteration 1F: 3 clusters Score -5369220 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -5369623.500000 Penalty: 5091.940918
	Iteration 2Q: 3 clusters Score -5369624 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -5370063.000000 Penalty: 5091.940918
	Iteration 3Q: 3 clusters Score -5370063 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -5370605.000000 Penalty: 5091.940918
	Iteration 4Q: 3 clusters Score -5370605 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -5371486.000000 Penalty: 5091.940918
	Iteration 5F: 3 clusters Score -5371486 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5372848.000000 Penalty: 5091.940918
	Iteration 6F: 3 clusters Score -5372848 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -5374740.500000 Penalty: 5091.940918
	Iteration 7F: 3 clusters Score -5374740 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -5376745.500000 Penalty: 5091.940918
	Iteration 8F: 3 clusters Score -5376746 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5378265.500000 Penalty: 5091.940918
	Iteration 9F: 3 clusters Score -5378266 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5379079.500000 Penalty: 5091.940918
	Iteration 10Q: 3 clusters Score -5379080 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5379456.500000 Penalty: 5091.940918
	Iteration 11Q: 3 clusters Score -5379456 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5379607.500000 Penalty: 5091.940918
	Iteration 12Q: 3 clusters Score -5379608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5379688.000000 Penalty: 5091.940918
	Iteration 13Q: 3 clusters Score -5379688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5379735.500000 Penalty: 5091.940918
	Iteration 14Q: 3 clusters Score -5379736 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5379765.000000 Penalty: 5091.940918
	Iteration 15Q: 3 clusters Score -5379765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5379770.000000 Penalty: 5091.940918
	Iteration 16Q: 3 clusters Score -5379770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5379778.000000 Penalty: 5091.940918
	Iteration 17Q: 3 clusters Score -5379778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5379779.000000 Penalty: 5091.940918
	Iteration 18Q: 3 clusters Score -5379779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5379779.000000 Penalty: 5091.940918
	Iteration 19F: 3 clusters Score -5379779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Entering Unmasked Estep 
Score: -9118583.000000 Penalty: 2674.418213
	Iteration 0F: 2 clusters Score -9118583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -9088663.000000 Penalty: 5348.836426
	Iteration 0F: 3 clusters Score -9088663 nChanged 22336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -9101058.000000 Penalty: 5348.836426
	Iteration 1F: 3 clusters Score -9101058 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -9101682.000000 Penalty: 5348.836426
	Iteration 2Q: 3 clusters Score -9101682 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -9102386.000000 Penalty: 5348.836426
	Iteration 3Q: 3 clusters Score -9102386 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -9103301.000000 Penalty: 5348.836426
	Iteration 4Q: 3 clusters Score -9103301 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -9104402.000000 Penalty: 5348.836426
	Iteration 5F: 3 clusters Score -9104402 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -9105870.000000 Penalty: 5348.836426
	Iteration 6F: 3 clusters Score -9105870 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -9108184.000000 Penalty: 5348.836426
	Iteration 7F: 3 clusters Score -9108184 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -9111429.000000 Penalty: 5348.836426
	Iteration 8F: 3 clusters Score -9111429 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -9114260.000000 Penalty: 5348.836426
	Iteration 9F: 3 clusters Score -9114260 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -9115269.000000 Penalty: 5348.836426
	Iteration 10Q: 3 clusters Score -9115269 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -9115575.000000 Penalty: 5348.836426
	Iteration 11Q: 3 clusters Score -9115575 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -9115748.000000 Penalty: 5348.836426
	Iteration 12Q: 3 clusters Score -9115748 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -9115895.000000 Penalty: 5348.836426
	Iteration 13Q: 3 clusters Score -9115895 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -9115926.000000 Penalty: 5348.836426
	Iteration 14Q: 3 clusters Score -9115926 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -9116005.000000 Penalty: 5348.836426
	Iteration 15Q: 3 clusters Score -9116005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -9116071.000000 Penalty: 5348.836426
	Iteration 16Q: 3 clusters Score -9116071 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -9116110.000000 Penalty: 5348.836426
	Iteration 17Q: 3 clusters Score -9116110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -9116099.000000 Penalty: 5348.836426
	Iteration 18Q: 3 clusters Score -9116099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -9116133.000000 Penalty: 5348.836426
	Iteration 19Q: 3 clusters Score -9116133 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -9116152.000000 Penalty: 5348.836426
	Iteration 20F: 3 clusters Score -9116152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -9116163.000000 Penalty: 5348.836426
	Iteration 21Q: 3 clusters Score -9116163 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -9116155.000000 Penalty: 5348.836426
	Iteration 22Q: 3 clusters Score -9116155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -9116155.000000 Penalty: 5348.836426
	Iteration 23Q: 3 clusters Score -9116155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -9116158.000000 Penalty: 5348.836426
	Iteration 24Q: 3 clusters Score -9116158 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -9116156.000000 Penalty: 5348.836426
	Iteration 25Q: 3 clusters Score -9116156 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -9116156.000000 Penalty: 5348.836426
	Iteration 26Q: 3 clusters Score -9116156 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -9116175.000000 Penalty: 5348.836426
	Iteration 27Q: 3 clusters Score -9116175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -9116194.000000 Penalty: 5348.836426
	Iteration 28Q: 3 clusters Score -9116194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -9116189.000000 Penalty: 5348.836426
	Iteration 29Q: 3 clusters Score -9116189 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -9116183.000000 Penalty: 5348.836426
	Iteration 30Q: 3 clusters Score -9116183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -9116182.000000 Penalty: 5348.836426
	Iteration 31Q: 3 clusters Score -9116182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -9116173.000000 Penalty: 5348.836426
	Iteration 32Q: 3 clusters Score -9116173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -9116176.000000 Penalty: 5348.836426
	Iteration 33Q: 3 clusters Score -9116176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -9116182.000000 Penalty: 5348.836426
	Iteration 34Q: 3 clusters Score -9116182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -9116179.000000 Penalty: 5348.836426
	Iteration 35Q: 3 clusters Score -9116179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -9116182.000000 Penalty: 5348.836426
	Iteration 36Q: 3 clusters Score -9116182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9116188.000000 Penalty: 5348.836426
	Iteration 37Q: 3 clusters Score -9116188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -9116193.000000 Penalty: 5348.836426
	Iteration 38Q: 3 clusters Score -9116193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -9116202.000000 Penalty: 5348.836426
	Iteration 39Q: 3 clusters Score -9116202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -9116202.000000 Penalty: 5348.836426
	Iteration 40F: 3 clusters Score -9116202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -9116193.000000 Penalty: 5348.836426
	Iteration 41Q: 3 clusters Score -9116193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -9116192.000000 Penalty: 5348.836426
	Iteration 42Q: 3 clusters Score -9116192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -9116200.000000 Penalty: 5348.836426
	Iteration 43Q: 3 clusters Score -9116200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -9116201.000000 Penalty: 5348.836426
	Iteration 44Q: 3 clusters Score -9116201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -9116201.000000 Penalty: 5348.836426
	Iteration 45Q: 3 clusters Score -9116201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -9116201.000000 Penalty: 5348.836426
	Iteration 46Q: 3 clusters Score -9116201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9116202.000000 Penalty: 5348.836426
	Iteration 47Q: 3 clusters Score -9116202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9116201.000000 Penalty: 5348.836426
	Iteration 48Q: 3 clusters Score -9116201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -9116190.000000 Penalty: 5348.836426
	Iteration 49Q: 3 clusters Score -9116190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9116191.000000 Penalty: 5348.836426
	Iteration 50Q: 3 clusters Score -9116191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -9116191.000000 Penalty: 5348.836426
	Iteration 51F: 3 clusters Score -9116191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Entering Unmasked Estep 
Score: -7276278.500000 Penalty: 2622.701904
	Iteration 0F: 2 clusters Score -7276278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -7250338.000000 Penalty: 5245.403809
	Iteration 0F: 3 clusters Score -7250338 nChanged 17893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -7260322.000000 Penalty: 5245.403809
	Iteration 1F: 3 clusters Score -7260322 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -7260959.500000 Penalty: 5245.403809
	Iteration 2Q: 3 clusters Score -7260960 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -7261649.500000 Penalty: 5245.403809
	Iteration 3Q: 3 clusters Score -7261650 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -7262613.000000 Penalty: 5245.403809
	Iteration 4Q: 3 clusters Score -7262613 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -7263906.000000 Penalty: 5245.403809
	Iteration 5F: 3 clusters Score -7263906 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -7265620.500000 Penalty: 5245.403809
	Iteration 6F: 3 clusters Score -7265620 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7267698.500000 Penalty: 5245.403809
	Iteration 7F: 3 clusters Score -7267698 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -7269878.000000 Penalty: 5245.403809
	Iteration 8F: 3 clusters Score -7269878 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7271591.000000 Penalty: 5245.403809
	Iteration 9Q: 3 clusters Score -7271591 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7272693.000000 Penalty: 5245.403809
	Iteration 10Q: 3 clusters Score -7272693 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7273335.000000 Penalty: 5245.403809
	Iteration 11Q: 3 clusters Score -7273335 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7273613.500000 Penalty: 5245.403809
	Iteration 12Q: 3 clusters Score -7273614 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7273763.500000 Penalty: 5245.403809
	Iteration 13Q: 3 clusters Score -7273764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7273860.000000 Penalty: 5245.403809
	Iteration 14Q: 3 clusters Score -7273860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7273916.500000 Penalty: 5245.403809
	Iteration 15Q: 3 clusters Score -7273916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7273942.000000 Penalty: 5245.403809
	Iteration 16Q: 3 clusters Score -7273942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7273952.000000 Penalty: 5245.403809
	Iteration 17Q: 3 clusters Score -7273952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7273969.500000 Penalty: 5245.403809
	Iteration 18Q: 3 clusters Score -7273970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7273985.000000 Penalty: 5245.403809
	Iteration 19Q: 3 clusters Score -7273985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7274001.000000 Penalty: 5245.403809
	Iteration 20F: 3 clusters Score -7274001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7274007.000000 Penalty: 5245.403809
	Iteration 21Q: 3 clusters Score -7274007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7274027.000000 Penalty: 5245.403809
	Iteration 22Q: 3 clusters Score -7274027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7274025.000000 Penalty: 5245.403809
	Iteration 23Q: 3 clusters Score -7274025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7274026.500000 Penalty: 5245.403809
	Iteration 24Q: 3 clusters Score -7274026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7274028.500000 Penalty: 5245.403809
	Iteration 25Q: 3 clusters Score -7274028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7274033.000000 Penalty: 5245.403809
	Iteration 26Q: 3 clusters Score -7274033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7274041.500000 Penalty: 5245.403809
	Iteration 27Q: 3 clusters Score -7274042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7274039.000000 Penalty: 5245.403809
	Iteration 28Q: 3 clusters Score -7274039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7274041.500000 Penalty: 5245.403809
	Iteration 29Q: 3 clusters Score -7274042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7274046.000000 Penalty: 5245.403809
	Iteration 30Q: 3 clusters Score -7274046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7274046.000000 Penalty: 5245.403809
	Iteration 31F: 3 clusters Score -7274046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48379 members 
Entering Unmasked Estep 
Score: -9041333.000000 Penalty: 2675.131592
	Iteration 0F: 2 clusters Score -9041333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9010255.000000 Penalty: 5350.263184
	Iteration 0F: 3 clusters Score -9010255 nChanged 22206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9022525.000000 Penalty: 5350.263184
	Iteration 1F: 3 clusters Score -9022525 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -9023465.000000 Penalty: 5350.263184
	Iteration 2Q: 3 clusters Score -9023465 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -9024796.000000 Penalty: 5350.263184
	Iteration 3F: 3 clusters Score -9024796 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -9026555.000000 Penalty: 5350.263184
	Iteration 4F: 3 clusters Score -9026555 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -9028795.000000 Penalty: 5350.263184
	Iteration 5F: 3 clusters Score -9028795 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -9031529.000000 Penalty: 5350.263184
	Iteration 6F: 3 clusters Score -9031529 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -9034562.000000 Penalty: 5350.263184
	Iteration 7F: 3 clusters Score -9034562 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -9036712.000000 Penalty: 5350.263184
	Iteration 8F: 3 clusters Score -9036712 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -9037741.000000 Penalty: 5350.263184
	Iteration 9Q: 3 clusters Score -9037741 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -9038195.000000 Penalty: 5350.263184
	Iteration 10Q: 3 clusters Score -9038195 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -9038468.000000 Penalty: 5350.263184
	Iteration 11Q: 3 clusters Score -9038468 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -9038751.000000 Penalty: 5350.263184
	Iteration 12Q: 3 clusters Score -9038751 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -9038885.000000 Penalty: 5350.263184
	Iteration 13Q: 3 clusters Score -9038885 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -9039045.000000 Penalty: 5350.263184
	Iteration 14Q: 3 clusters Score -9039045 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -9039185.000000 Penalty: 5350.263184
	Iteration 15Q: 3 clusters Score -9039185 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -9039332.000000 Penalty: 5350.263184
	Iteration 16Q: 3 clusters Score -9039332 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -9039446.000000 Penalty: 5350.263184
	Iteration 17Q: 3 clusters Score -9039446 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -9039528.000000 Penalty: 5350.263184
	Iteration 18Q: 3 clusters Score -9039528 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -9039639.000000 Penalty: 5350.263184
	Iteration 19Q: 3 clusters Score -9039639 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -9039744.000000 Penalty: 5350.263184
	Iteration 20F: 3 clusters Score -9039744 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -9039851.000000 Penalty: 5350.263184
	Iteration 21Q: 3 clusters Score -9039851 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -9039959.000000 Penalty: 5350.263184
	Iteration 22Q: 3 clusters Score -9039959 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -9040069.000000 Penalty: 5350.263184
	Iteration 23Q: 3 clusters Score -9040069 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -9040150.000000 Penalty: 5350.263184
	Iteration 24Q: 3 clusters Score -9040150 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -9040204.000000 Penalty: 5350.263184
	Iteration 25Q: 3 clusters Score -9040204 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -9040262.000000 Penalty: 5350.263184
	Iteration 26Q: 3 clusters Score -9040262 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -9040316.000000 Penalty: 5350.263184
	Iteration 27Q: 3 clusters Score -9040316 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -9040382.000000 Penalty: 5350.263184
	Iteration 28Q: 3 clusters Score -9040382 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9040426.000000 Penalty: 5350.263184
	Iteration 29Q: 3 clusters Score -9040426 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -9040434.000000 Penalty: 5350.263184
	Iteration 30Q: 3 clusters Score -9040434 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -9040461.000000 Penalty: 5350.263184
	Iteration 31Q: 3 clusters Score -9040461 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -9040507.000000 Penalty: 5350.263184
	Iteration 32Q: 3 clusters Score -9040507 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -9040541.000000 Penalty: 5350.263184
	Iteration 33Q: 3 clusters Score -9040541 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -9040556.000000 Penalty: 5350.263184
	Iteration 34Q: 3 clusters Score -9040556 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -9040538.000000 Penalty: 5350.263184
	Iteration 35Q: 3 clusters Score -9040538 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -9040578.000000 Penalty: 5350.263184
	Iteration 36Q: 3 clusters Score -9040578 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9040592.000000 Penalty: 5350.263184
	Iteration 37Q: 3 clusters Score -9040592 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9040582.000000 Penalty: 5350.263184
	Iteration 38Q: 3 clusters Score -9040582 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -9040594.000000 Penalty: 5350.263184
	Iteration 39Q: 3 clusters Score -9040594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -9040628.000000 Penalty: 5350.263184
	Iteration 40F: 3 clusters Score -9040628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9040638.000000 Penalty: 5350.263184
	Iteration 41Q: 3 clusters Score -9040638 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9040626.000000 Penalty: 5350.263184
	Iteration 42Q: 3 clusters Score -9040626 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9040631.000000 Penalty: 5350.263184
	Iteration 43Q: 3 clusters Score -9040631 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -9040616.000000 Penalty: 5350.263184
	Iteration 44Q: 3 clusters Score -9040616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9040625.000000 Penalty: 5350.263184
	Iteration 45Q: 3 clusters Score -9040625 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9040630.000000 Penalty: 5350.263184
	Iteration 46Q: 3 clusters Score -9040630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -9040610.000000 Penalty: 5350.263184
	Iteration 47Q: 3 clusters Score -9040610 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9040614.000000 Penalty: 5350.263184
	Iteration 48Q: 3 clusters Score -9040614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9040606.000000 Penalty: 5350.263184
	Iteration 49Q: 3 clusters Score -9040606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9040620.000000 Penalty: 5350.263184
	Iteration 50Q: 3 clusters Score -9040620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9040601.000000 Penalty: 5350.263184
	Iteration 51Q: 3 clusters Score -9040601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -9040603.000000 Penalty: 5350.263184
	Iteration 52Q: 3 clusters Score -9040603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -9040599.000000 Penalty: 5350.263184
	Iteration 53Q: 3 clusters Score -9040599 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9040601.000000 Penalty: 5350.263184
	Iteration 54Q: 3 clusters Score -9040601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9040596.000000 Penalty: 5350.263184
	Iteration 55Q: 3 clusters Score -9040596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9040589.000000 Penalty: 5350.263184
	Iteration 56Q: 3 clusters Score -9040589 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9040599.000000 Penalty: 5350.263184
	Iteration 57Q: 3 clusters Score -9040599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9040585.000000 Penalty: 5350.263184
	Iteration 58Q: 3 clusters Score -9040585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9040586.000000 Penalty: 5350.263184
	Iteration 59Q: 3 clusters Score -9040586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9040536.000000 Penalty: 5350.263184
	Iteration 60F: 3 clusters Score -9040536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9040516.000000 Penalty: 5350.263184
	Iteration 61Q: 3 clusters Score -9040516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9040527.000000 Penalty: 5350.263184
	Iteration 62Q: 3 clusters Score -9040527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9040531.000000 Penalty: 5350.263184
	Iteration 63Q: 3 clusters Score -9040531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9040521.000000 Penalty: 5350.263184
	Iteration 64Q: 3 clusters Score -9040521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9040517.000000 Penalty: 5350.263184
	Iteration 65Q: 3 clusters Score -9040517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9040518.000000 Penalty: 5350.263184
	Iteration 66Q: 3 clusters Score -9040518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9040521.000000 Penalty: 5350.263184
	Iteration 67Q: 3 clusters Score -9040521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9040521.000000 Penalty: 5350.263184
	Iteration 68Q: 3 clusters Score -9040521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9040526.000000 Penalty: 5350.263184
	Iteration 69Q: 3 clusters Score -9040526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9040519.000000 Penalty: 5350.263184
	Iteration 70Q: 3 clusters Score -9040519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9040514.000000 Penalty: 5350.263184
	Iteration 71Q: 3 clusters Score -9040514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9040518.000000 Penalty: 5350.263184
	Iteration 72Q: 3 clusters Score -9040518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9040524.000000 Penalty: 5350.263184
	Iteration 73Q: 3 clusters Score -9040524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9040509.000000 Penalty: 5350.263184
	Iteration 74Q: 3 clusters Score -9040509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9040514.000000 Penalty: 5350.263184
	Iteration 75Q: 3 clusters Score -9040514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9040511.000000 Penalty: 5350.263184
	Iteration 76Q: 3 clusters Score -9040511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9040508.000000 Penalty: 5350.263184
	Iteration 77Q: 3 clusters Score -9040508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -9040511.000000 Penalty: 5350.263184
	Iteration 78Q: 3 clusters Score -9040511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9040512.000000 Penalty: 5350.263184
	Iteration 79Q: 3 clusters Score -9040512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9040508.000000 Penalty: 5350.263184
	Iteration 80F: 3 clusters Score -9040508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9040509.000000 Penalty: 5350.263184
	Iteration 81Q: 3 clusters Score -9040509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9040504.000000 Penalty: 5350.263184
	Iteration 82Q: 3 clusters Score -9040504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9040504.000000 Penalty: 5350.263184
	Iteration 83F: 3 clusters Score -9040504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -98360.687500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -98360.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96753.273438 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -96753.27 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96994.875000 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -96994.88 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -97126.398438 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -97126.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -97211.523438 Penalty: 3137.770020
	Iteration 3Q: 3 clusters Score -97211.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -97250.281250 Penalty: 3137.770020
	Iteration 4Q: 3 clusters Score -97250.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97260.625000 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -97260.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -97266.726562 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -97266.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97280.140625 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -97280.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97296.960938 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -97296.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97305.984375 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -97305.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97317.796875 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -97317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97332.664062 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -97332.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97339.890625 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -97339.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97345.257812 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -97345.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97348.265625 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -97348.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97349.828125 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -97349.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97349.828125 Penalty: 3137.770020
	Iteration 16F: 3 clusters Score -97349.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Entering Unmasked Estep 
Score: -9519922.000000 Penalty: 2684.961182
	Iteration 0F: 2 clusters Score -9519922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -9490388.000000 Penalty: 5369.922363
	Iteration 0F: 3 clusters Score -9490388 nChanged 23241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -9503626.000000 Penalty: 5369.922363
	Iteration 1F: 3 clusters Score -9503626 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -9504519.000000 Penalty: 5369.922363
	Iteration 2Q: 3 clusters Score -9504519 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -9505513.000000 Penalty: 5369.922363
	Iteration 3F: 3 clusters Score -9505513 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -9506711.000000 Penalty: 5369.922363
	Iteration 4F: 3 clusters Score -9506711 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -9508264.000000 Penalty: 5369.922363
	Iteration 5F: 3 clusters Score -9508264 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -9510298.000000 Penalty: 5369.922363
	Iteration 6F: 3 clusters Score -9510298 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -9512641.000000 Penalty: 5369.922363
	Iteration 7F: 3 clusters Score -9512641 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -9514699.000000 Penalty: 5369.922363
	Iteration 8F: 3 clusters Score -9514699 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -9516391.000000 Penalty: 5369.922363
	Iteration 9Q: 3 clusters Score -9516391 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -9517413.000000 Penalty: 5369.922363
	Iteration 10Q: 3 clusters Score -9517413 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -9517862.000000 Penalty: 5369.922363
	Iteration 11Q: 3 clusters Score -9517862 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -9518127.000000 Penalty: 5369.922363
	Iteration 12Q: 3 clusters Score -9518127 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -9518402.000000 Penalty: 5369.922363
	Iteration 13Q: 3 clusters Score -9518402 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -9518548.000000 Penalty: 5369.922363
	Iteration 14Q: 3 clusters Score -9518548 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -9518694.000000 Penalty: 5369.922363
	Iteration 15Q: 3 clusters Score -9518694 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -9518803.000000 Penalty: 5369.922363
	Iteration 16Q: 3 clusters Score -9518803 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -9518901.000000 Penalty: 5369.922363
	Iteration 17Q: 3 clusters Score -9518901 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -9518980.000000 Penalty: 5369.922363
	Iteration 18Q: 3 clusters Score -9518980 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -9519072.000000 Penalty: 5369.922363
	Iteration 19Q: 3 clusters Score -9519072 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -9519164.000000 Penalty: 5369.922363
	Iteration 20F: 3 clusters Score -9519164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -9519195.000000 Penalty: 5369.922363
	Iteration 21Q: 3 clusters Score -9519195 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -9519253.000000 Penalty: 5369.922363
	Iteration 22Q: 3 clusters Score -9519253 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -9519301.000000 Penalty: 5369.922363
	Iteration 23Q: 3 clusters Score -9519301 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -9519318.000000 Penalty: 5369.922363
	Iteration 24Q: 3 clusters Score -9519318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -9519337.000000 Penalty: 5369.922363
	Iteration 25Q: 3 clusters Score -9519337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -9519360.000000 Penalty: 5369.922363
	Iteration 26Q: 3 clusters Score -9519360 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -9519346.000000 Penalty: 5369.922363
	Iteration 27Q: 3 clusters Score -9519346 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -9519385.000000 Penalty: 5369.922363
	Iteration 28Q: 3 clusters Score -9519385 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -9519404.000000 Penalty: 5369.922363
	Iteration 29Q: 3 clusters Score -9519404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -9519455.000000 Penalty: 5369.922363
	Iteration 30Q: 3 clusters Score -9519455 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -9519452.000000 Penalty: 5369.922363
	Iteration 31Q: 3 clusters Score -9519452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -9519457.000000 Penalty: 5369.922363
	Iteration 32Q: 3 clusters Score -9519457 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -9519455.000000 Penalty: 5369.922363
	Iteration 33Q: 3 clusters Score -9519455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -9519436.000000 Penalty: 5369.922363
	Iteration 34Q: 3 clusters Score -9519436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -9519449.000000 Penalty: 5369.922363
	Iteration 35Q: 3 clusters Score -9519449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -9519476.000000 Penalty: 5369.922363
	Iteration 36Q: 3 clusters Score -9519476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -9519478.000000 Penalty: 5369.922363
	Iteration 37Q: 3 clusters Score -9519478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -9519470.000000 Penalty: 5369.922363
	Iteration 38Q: 3 clusters Score -9519470 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -9519481.000000 Penalty: 5369.922363
	Iteration 39Q: 3 clusters Score -9519481 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -9519486.000000 Penalty: 5369.922363
	Iteration 40F: 3 clusters Score -9519486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -9519497.000000 Penalty: 5369.922363
	Iteration 41Q: 3 clusters Score -9519497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -9519504.000000 Penalty: 5369.922363
	Iteration 42Q: 3 clusters Score -9519504 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -9519526.000000 Penalty: 5369.922363
	Iteration 43Q: 3 clusters Score -9519526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -9519519.000000 Penalty: 5369.922363
	Iteration 44Q: 3 clusters Score -9519519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -9519523.000000 Penalty: 5369.922363
	Iteration 45Q: 3 clusters Score -9519523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -9519528.000000 Penalty: 5369.922363
	Iteration 46Q: 3 clusters Score -9519528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -9519523.000000 Penalty: 5369.922363
	Iteration 47Q: 3 clusters Score -9519523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -9519529.000000 Penalty: 5369.922363
	Iteration 48Q: 3 clusters Score -9519529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -9519529.000000 Penalty: 5369.922363
	Iteration 49Q: 3 clusters Score -9519529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -9519523.000000 Penalty: 5369.922363
	Iteration 50Q: 3 clusters Score -9519523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -9519526.000000 Penalty: 5369.922363
	Iteration 51Q: 3 clusters Score -9519526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -9519525.000000 Penalty: 5369.922363
	Iteration 52Q: 3 clusters Score -9519525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -9519533.000000 Penalty: 5369.922363
	Iteration 53Q: 3 clusters Score -9519533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -9519537.000000 Penalty: 5369.922363
	Iteration 54Q: 3 clusters Score -9519537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -9519535.000000 Penalty: 5369.922363
	Iteration 55Q: 3 clusters Score -9519535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -9519538.000000 Penalty: 5369.922363
	Iteration 56Q: 3 clusters Score -9519538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -9519543.000000 Penalty: 5369.922363
	Iteration 57Q: 3 clusters Score -9519543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -9519539.000000 Penalty: 5369.922363
	Iteration 58Q: 3 clusters Score -9519539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -9519541.000000 Penalty: 5369.922363
	Iteration 59Q: 3 clusters Score -9519541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -9519544.000000 Penalty: 5369.922363
	Iteration 60F: 3 clusters Score -9519544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Entering Unmasked Estep 
Score: -8696826.000000 Penalty: 2665.510010
	Iteration 0F: 2 clusters Score -8696826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8666531.000000 Penalty: 5331.020020
	Iteration 0F: 3 clusters Score -8666531 nChanged 21476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -8678378.000000 Penalty: 5331.020020
	Iteration 1F: 3 clusters Score -8678378 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8679060.000000 Penalty: 5331.020020
	Iteration 2Q: 3 clusters Score -8679060 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -8680002.000000 Penalty: 5331.020020
	Iteration 3Q: 3 clusters Score -8680002 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -8681465.000000 Penalty: 5331.020020
	Iteration 4F: 3 clusters Score -8681465 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -8683999.000000 Penalty: 5331.020020
	Iteration 5F: 3 clusters Score -8683999 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -8687350.000000 Penalty: 5331.020020
	Iteration 6F: 3 clusters Score -8687350 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8690749.000000 Penalty: 5331.020020
	Iteration 7F: 3 clusters Score -8690749 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -8693207.000000 Penalty: 5331.020020
	Iteration 8F: 3 clusters Score -8693207 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8694355.000000 Penalty: 5331.020020
	Iteration 9Q: 3 clusters Score -8694355 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8694899.000000 Penalty: 5331.020020
	Iteration 10Q: 3 clusters Score -8694899 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -8695182.000000 Penalty: 5331.020020
	Iteration 11Q: 3 clusters Score -8695182 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8695279.000000 Penalty: 5331.020020
	Iteration 12Q: 3 clusters Score -8695279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8695316.000000 Penalty: 5331.020020
	Iteration 13Q: 3 clusters Score -8695316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -8695342.000000 Penalty: 5331.020020
	Iteration 14Q: 3 clusters Score -8695342 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8695341.000000 Penalty: 5331.020020
	Iteration 15Q: 3 clusters Score -8695341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8695349.000000 Penalty: 5331.020020
	Iteration 16Q: 3 clusters Score -8695349 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8695353.000000 Penalty: 5331.020020
	Iteration 17Q: 3 clusters Score -8695353 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8695340.000000 Penalty: 5331.020020
	Iteration 18Q: 3 clusters Score -8695340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8695339.000000 Penalty: 5331.020020
	Iteration 19Q: 3 clusters Score -8695339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8695343.000000 Penalty: 5331.020020
	Iteration 20F: 3 clusters Score -8695343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8695345.000000 Penalty: 5331.020020
	Iteration 21Q: 3 clusters Score -8695345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -8695347.000000 Penalty: 5331.020020
	Iteration 22Q: 3 clusters Score -8695347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -8695348.000000 Penalty: 5331.020020
	Iteration 23Q: 3 clusters Score -8695348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8695353.000000 Penalty: 5331.020020
	Iteration 24Q: 3 clusters Score -8695353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8695350.000000 Penalty: 5331.020020
	Iteration 25Q: 3 clusters Score -8695350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8695352.000000 Penalty: 5331.020020
	Iteration 26Q: 3 clusters Score -8695352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8695352.000000 Penalty: 5331.020020
	Iteration 27Q: 3 clusters Score -8695352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8695355.000000 Penalty: 5331.020020
	Iteration 28Q: 3 clusters Score -8695355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8695351.000000 Penalty: 5331.020020
	Iteration 29Q: 3 clusters Score -8695351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8695350.000000 Penalty: 5331.020020
	Iteration 30Q: 3 clusters Score -8695350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8695353.000000 Penalty: 5331.020020
	Iteration 31Q: 3 clusters Score -8695353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8695348.000000 Penalty: 5331.020020
	Iteration 32Q: 3 clusters Score -8695348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8695348.000000 Penalty: 5331.020020
	Iteration 33Q: 3 clusters Score -8695348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8695345.000000 Penalty: 5331.020020
	Iteration 34Q: 3 clusters Score -8695345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8695347.000000 Penalty: 5331.020020
	Iteration 35Q: 3 clusters Score -8695347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8695347.000000 Penalty: 5331.020020
	Iteration 36Q: 3 clusters Score -8695347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8695347.000000 Penalty: 5331.020020
	Iteration 37Q: 3 clusters Score -8695347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8695347.000000 Penalty: 5331.020020
	Iteration 38F: 3 clusters Score -8695347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 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 471 members 
Entering Unmasked Estep 
Score: -123218.500000 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123218.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -123690.875000 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123690.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -123979.210938 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123979.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124248.578125 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124248.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124373.460938 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124373.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124465.835938 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124465.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124555.820312 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124686.484375 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124686.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124752.835938 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124752.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124804.742188 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124804.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124837.867188 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124850.789062 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124862.539062 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124864.281250 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124875.078125 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -124875.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -124890.000000 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -124890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124895.257812 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -124895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124899.781250 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -124899.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124907.726562 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -124907.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124912.593750 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -124912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124913.156250 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -124913.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (48857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Entering Unmasked Estep 
Score: -9150161.000000 Penalty: 2677.569824
	Iteration 0F: 2 clusters Score -9150161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -9119520.000000 Penalty: 5355.139648
	Iteration 0F: 3 clusters Score -9119520 nChanged 22521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -9131887.000000 Penalty: 5355.139648
	Iteration 1F: 3 clusters Score -9131887 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9132396.000000 Penalty: 5355.139648
	Iteration 2Q: 3 clusters Score -9132396 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -9132820.000000 Penalty: 5355.139648
	Iteration 3Q: 3 clusters Score -9132820 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -9133379.000000 Penalty: 5355.139648
	Iteration 4Q: 3 clusters Score -9133379 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -9134127.000000 Penalty: 5355.139648
	Iteration 5Q: 3 clusters Score -9134127 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -9135316.000000 Penalty: 5355.139648
	Iteration 6F: 3 clusters Score -9135316 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9137221.000000 Penalty: 5355.139648
	Iteration 7F: 3 clusters Score -9137221 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9140161.000000 Penalty: 5355.139648
	Iteration 8F: 3 clusters Score -9140161 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -9143532.000000 Penalty: 5355.139648
	Iteration 9F: 3 clusters Score -9143532 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -9146047.000000 Penalty: 5355.139648
	Iteration 10F: 3 clusters Score -9146047 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -9147194.000000 Penalty: 5355.139648
	Iteration 11Q: 3 clusters Score -9147194 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9147567.000000 Penalty: 5355.139648
	Iteration 12Q: 3 clusters Score -9147567 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48309 members 
Entering Unmasked Estep 
Score: -9147695.000000 Penalty: 5355.139648
	Iteration 13Q: 3 clusters Score -9147695 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -9147783.000000 Penalty: 5355.139648
	Iteration 14Q: 3 clusters Score -9147783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9147810.000000 Penalty: 5355.139648
	Iteration 15Q: 3 clusters Score -9147810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48525 members 
Entering Unmasked Estep 
Score: -9147825.000000 Penalty: 5355.139648
	Iteration 16Q: 3 clusters Score -9147825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9147843.000000 Penalty: 5355.139648
	Iteration 17Q: 3 clusters Score -9147843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9147859.000000 Penalty: 5355.139648
	Iteration 18Q: 3 clusters Score -9147859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -9147851.000000 Penalty: 5355.139648
	Iteration 19Q: 3 clusters Score -9147851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9147871.000000 Penalty: 5355.139648
	Iteration 20F: 3 clusters Score -9147871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9147872.000000 Penalty: 5355.139648
	Iteration 21Q: 3 clusters Score -9147872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -9147874.000000 Penalty: 5355.139648
	Iteration 22Q: 3 clusters Score -9147874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -9147875.000000 Penalty: 5355.139648
	Iteration 23Q: 3 clusters Score -9147875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9147874.000000 Penalty: 5355.139648
	Iteration 24Q: 3 clusters Score -9147874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -9147875.000000 Penalty: 5355.139648
	Iteration 25Q: 3 clusters Score -9147875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -9147877.000000 Penalty: 5355.139648
	Iteration 26Q: 3 clusters Score -9147877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -9147877.000000 Penalty: 5355.139648
	Iteration 27F: 3 clusters Score -9147877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Entering Unmasked Estep 
Score: -323888.500000 Penalty: 1867.558960
	Iteration 0F: 2 clusters Score -323888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -321375.031250 Penalty: 3735.117920
	Iteration 0F: 3 clusters Score -321375 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -321847.218750 Penalty: 3735.117920
	Iteration 1F: 3 clusters Score -321847.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -321985.437500 Penalty: 3735.117920
	Iteration 2F: 3 clusters Score -321985.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -322067.406250 Penalty: 3735.117920
	Iteration 3Q: 3 clusters Score -322067.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -322140.875000 Penalty: 3735.117920
	Iteration 4Q: 3 clusters Score -322140.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -322228.343750 Penalty: 3735.117920
	Iteration 5Q: 3 clusters Score -322228.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -322288.062500 Penalty: 3735.117920
	Iteration 6Q: 3 clusters Score -322288.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -322344.593750 Penalty: 3735.117920
	Iteration 7Q: 3 clusters Score -322344.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -322386.375000 Penalty: 3735.117920
	Iteration 8Q: 3 clusters Score -322386.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -322424.937500 Penalty: 3735.117920
	Iteration 9Q: 3 clusters Score -322424.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -322445.937500 Penalty: 3735.117920
	Iteration 10Q: 3 clusters Score -322445.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -322464.375000 Penalty: 3735.117920
	Iteration 11Q: 3 clusters Score -322464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -322478.375000 Penalty: 3735.117920
	Iteration 12Q: 3 clusters Score -322478.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -322488.156250 Penalty: 3735.117920
	Iteration 13Q: 3 clusters Score -322488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -322495.031250 Penalty: 3735.117920
	Iteration 14Q: 3 clusters Score -322495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -322506.000000 Penalty: 3735.117920
	Iteration 15Q: 3 clusters Score -322506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -322514.843750 Penalty: 3735.117920
	Iteration 16Q: 3 clusters Score -322514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -322526.187500 Penalty: 3735.117920
	Iteration 17Q: 3 clusters Score -322526.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -322533.843750 Penalty: 3735.117920
	Iteration 18Q: 3 clusters Score -322533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -322537.031250 Penalty: 3735.117920
	Iteration 19Q: 3 clusters Score -322537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -322545.718750 Penalty: 3735.117920
	Iteration 20F: 3 clusters Score -322545.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -322563.968750 Penalty: 3735.117920
	Iteration 21Q: 3 clusters Score -322564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -322578.250000 Penalty: 3735.117920
	Iteration 22Q: 3 clusters Score -322578.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -322589.687500 Penalty: 3735.117920
	Iteration 23Q: 3 clusters Score -322589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -322602.875000 Penalty: 3735.117920
	Iteration 24Q: 3 clusters Score -322602.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -322615.968750 Penalty: 3735.117920
	Iteration 25Q: 3 clusters Score -322616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -322624.031250 Penalty: 3735.117920
	Iteration 26Q: 3 clusters Score -322624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -322633.968750 Penalty: 3735.117920
	Iteration 27Q: 3 clusters Score -322634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -322640.500000 Penalty: 3735.117920
	Iteration 28Q: 3 clusters Score -322640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322645.281250 Penalty: 3735.117920
	Iteration 29Q: 3 clusters Score -322645.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -322652.500000 Penalty: 3735.117920
	Iteration 30Q: 3 clusters Score -322652.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322658.062500 Penalty: 3735.117920
	Iteration 31Q: 3 clusters Score -322658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322660.093750 Penalty: 3735.117920
	Iteration 32Q: 3 clusters Score -322660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -322660.093750 Penalty: 3735.117920
	Iteration 33F: 3 clusters Score -322660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59153 members 
Entering Unmasked Estep 
Score: -11108181.000000 Penalty: 2724.994873
	Iteration 0F: 2 clusters Score -1.110818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -11077453.000000 Penalty: 5449.989746
	Iteration 0F: 3 clusters Score -1.107745e+07 nChanged 27561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -11092892.000000 Penalty: 5449.989746
	Iteration 1F: 3 clusters Score -1.109289e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -11093457.000000 Penalty: 5449.989746
	Iteration 2Q: 3 clusters Score -1.109346e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -11094057.000000 Penalty: 5449.989746
	Iteration 3Q: 3 clusters Score -1.109406e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -11094718.000000 Penalty: 5449.989746
	Iteration 4Q: 3 clusters Score -1.109472e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -11095343.000000 Penalty: 5449.989746
	Iteration 5Q: 3 clusters Score -1.109534e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -11096096.000000 Penalty: 5449.989746
	Iteration 6Q: 3 clusters Score -1.10961e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -11096911.000000 Penalty: 5449.989746
	Iteration 7Q: 3 clusters Score -1.109691e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -11098116.000000 Penalty: 5449.989746
	Iteration 8Q: 3 clusters Score -1.109812e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -11099689.000000 Penalty: 5449.989746
	Iteration 9F: 3 clusters Score -1.109969e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -11101536.000000 Penalty: 5449.989746
	Iteration 10F: 3 clusters Score -1.110154e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -11103505.000000 Penalty: 5449.989746
	Iteration 11F: 3 clusters Score -1.11035e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -11105323.000000 Penalty: 5449.989746
	Iteration 12F: 3 clusters Score -1.110532e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -11106342.000000 Penalty: 5449.989746
	Iteration 13Q: 3 clusters Score -1.110634e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -11106571.000000 Penalty: 5449.989746
	Iteration 14Q: 3 clusters Score -1.110657e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -11106614.000000 Penalty: 5449.989746
	Iteration 15Q: 3 clusters Score -1.110661e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55745 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -11106589.000000 Penalty: 5449.989746
	Iteration 16Q: 3 clusters Score -1.110659e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56715 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11106463.000000 Penalty: 5449.989746
	Iteration 17Q: 3 clusters Score -1.110646e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -11106320.000000 Penalty: 5449.989746
	Iteration 18Q: 3 clusters Score -1.110632e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11106244.000000 Penalty: 5449.989746
	Iteration 19Q: 3 clusters Score -1.110624e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11106114.000000 Penalty: 5449.989746
	Iteration 20F: 3 clusters Score -1.110611e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11106067.000000 Penalty: 5449.989746
	Iteration 21Q: 3 clusters Score -1.110607e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -11106085.000000 Penalty: 5449.989746
	Iteration 22Q: 3 clusters Score -1.110608e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11106095.000000 Penalty: 5449.989746
	Iteration 23Q: 3 clusters Score -1.11061e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11106100.000000 Penalty: 5449.989746
	Iteration 24Q: 3 clusters Score -1.11061e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11106097.000000 Penalty: 5449.989746
	Iteration 25Q: 3 clusters Score -1.11061e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11106113.000000 Penalty: 5449.989746
	Iteration 26Q: 3 clusters Score -1.110611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11106131.000000 Penalty: 5449.989746
	Iteration 27Q: 3 clusters Score -1.110613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -11106126.000000 Penalty: 5449.989746
	Iteration 28Q: 3 clusters Score -1.110613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11106115.000000 Penalty: 5449.989746
	Iteration 29Q: 3 clusters Score -1.110612e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11106118.000000 Penalty: 5449.989746
	Iteration 30Q: 3 clusters Score -1.110612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11106123.000000 Penalty: 5449.989746
	Iteration 31Q: 3 clusters Score -1.110612e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -11106132.000000 Penalty: 5449.989746
	Iteration 32Q: 3 clusters Score -1.110613e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11106127.000000 Penalty: 5449.989746
	Iteration 33Q: 3 clusters Score -1.110613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11106127.000000 Penalty: 5449.989746
	Iteration 34Q: 3 clusters Score -1.110613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -11106123.000000 Penalty: 5449.989746
	Iteration 35Q: 3 clusters Score -1.110612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11106133.000000 Penalty: 5449.989746
	Iteration 36Q: 3 clusters Score -1.110613e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11106137.000000 Penalty: 5449.989746
	Iteration 37Q: 3 clusters Score -1.110614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -11106137.000000 Penalty: 5449.989746
	Iteration 38F: 3 clusters Score -1.110614e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Entering Unmasked Estep 
Score: -9059839.000000 Penalty: 2675.403320
	Iteration 0F: 2 clusters Score -9059839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -9030116.000000 Penalty: 5350.806641
	Iteration 0F: 3 clusters Score -9030116 nChanged 22333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -9042599.000000 Penalty: 5350.806641
	Iteration 1F: 3 clusters Score -9042599 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -9043279.000000 Penalty: 5350.806641
	Iteration 2Q: 3 clusters Score -9043279 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -9044122.000000 Penalty: 5350.806641
	Iteration 3Q: 3 clusters Score -9044122 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -9045243.000000 Penalty: 5350.806641
	Iteration 4Q: 3 clusters Score -9045243 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -9046519.000000 Penalty: 5350.806641
	Iteration 5Q: 3 clusters Score -9046519 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -9047986.000000 Penalty: 5350.806641
	Iteration 6Q: 3 clusters Score -9047986 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -9049588.000000 Penalty: 5350.806641
	Iteration 7F: 3 clusters Score -9049588 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -9051398.000000 Penalty: 5350.806641
	Iteration 8F: 3 clusters Score -9051398 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -9053306.000000 Penalty: 5350.806641
	Iteration 9F: 3 clusters Score -9053306 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -9054977.000000 Penalty: 5350.806641
	Iteration 10F: 3 clusters Score -9054977 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -9056228.000000 Penalty: 5350.806641
	Iteration 11Q: 3 clusters Score -9056228 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -9056837.000000 Penalty: 5350.806641
	Iteration 12Q: 3 clusters Score -9056837 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -9057134.000000 Penalty: 5350.806641
	Iteration 13Q: 3 clusters Score -9057134 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -9057337.000000 Penalty: 5350.806641
	Iteration 14Q: 3 clusters Score -9057337 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -9057605.000000 Penalty: 5350.806641
	Iteration 15Q: 3 clusters Score -9057605 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -9057830.000000 Penalty: 5350.806641
	Iteration 16Q: 3 clusters Score -9057830 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -9058022.000000 Penalty: 5350.806641
	Iteration 17Q: 3 clusters Score -9058022 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -9058191.000000 Penalty: 5350.806641
	Iteration 18Q: 3 clusters Score -9058191 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -9058488.000000 Penalty: 5350.806641
	Iteration 19Q: 3 clusters Score -9058488 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -9058739.000000 Penalty: 5350.806641
	Iteration 20F: 3 clusters Score -9058739 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -9059008.000000 Penalty: 5350.806641
	Iteration 21Q: 3 clusters Score -9059008 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9059287.000000 Penalty: 5350.806641
	Iteration 22Q: 3 clusters Score -9059287 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -9059498.000000 Penalty: 5350.806641
	Iteration 23Q: 3 clusters Score -9059498 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -9059679.000000 Penalty: 5350.806641
	Iteration 24Q: 3 clusters Score -9059679 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -9059789.000000 Penalty: 5350.806641
	Iteration 25Q: 3 clusters Score -9059789 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -9059886.000000 Penalty: 5350.806641
	Iteration 26Q: 3 clusters Score -9059886 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -9059959.000000 Penalty: 5350.806641
	Iteration 27Q: 3 clusters Score -9059959 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -9060005.000000 Penalty: 5350.806641
	Iteration 28Q: 3 clusters Score -9060005 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -9060079.000000 Penalty: 5350.806641
	Iteration 29Q: 3 clusters Score -9060079 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -9060095.000000 Penalty: 5350.806641
	Iteration 30Q: 3 clusters Score -9060095 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -9060117.000000 Penalty: 5350.806641
	Iteration 31Q: 3 clusters Score -9060117 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -9060143.000000 Penalty: 5350.806641
	Iteration 32Q: 3 clusters Score -9060143 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -9060191.000000 Penalty: 5350.806641
	Iteration 33Q: 3 clusters Score -9060191 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -9060222.000000 Penalty: 5350.806641
	Iteration 34Q: 3 clusters Score -9060222 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -9060231.000000 Penalty: 5350.806641
	Iteration 35Q: 3 clusters Score -9060231 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -9060219.000000 Penalty: 5350.806641
	Iteration 36Q: 3 clusters Score -9060219 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -9060257.000000 Penalty: 5350.806641
	Iteration 37Q: 3 clusters Score -9060257 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -9060249.000000 Penalty: 5350.806641
	Iteration 38Q: 3 clusters Score -9060249 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -9060260.000000 Penalty: 5350.806641
	Iteration 39Q: 3 clusters Score -9060260 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -9060323.000000 Penalty: 5350.806641
	Iteration 40F: 3 clusters Score -9060323 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -9060349.000000 Penalty: 5350.806641
	Iteration 41Q: 3 clusters Score -9060349 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -9060371.000000 Penalty: 5350.806641
	Iteration 42Q: 3 clusters Score -9060371 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -9060397.000000 Penalty: 5350.806641
	Iteration 43Q: 3 clusters Score -9060397 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -9060411.000000 Penalty: 5350.806641
	Iteration 44Q: 3 clusters Score -9060411 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -9060485.000000 Penalty: 5350.806641
	Iteration 45Q: 3 clusters Score -9060485 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -9060540.000000 Penalty: 5350.806641
	Iteration 46Q: 3 clusters Score -9060540 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -9060559.000000 Penalty: 5350.806641
	Iteration 47Q: 3 clusters Score -9060559 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -9060569.000000 Penalty: 5350.806641
	Iteration 48Q: 3 clusters Score -9060569 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -9060580.000000 Penalty: 5350.806641
	Iteration 49Q: 3 clusters Score -9060580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -9060577.000000 Penalty: 5350.806641
	Iteration 50Q: 3 clusters Score -9060577 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -9060602.000000 Penalty: 5350.806641
	Iteration 51Q: 3 clusters Score -9060602 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -9060643.000000 Penalty: 5350.806641
	Iteration 52Q: 3 clusters Score -9060643 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -9060733.000000 Penalty: 5350.806641
	Iteration 53Q: 3 clusters Score -9060733 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -9060743.000000 Penalty: 5350.806641
	Iteration 54Q: 3 clusters Score -9060743 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -9060749.000000 Penalty: 5350.806641
	Iteration 55Q: 3 clusters Score -9060749 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -9060757.000000 Penalty: 5350.806641
	Iteration 56Q: 3 clusters Score -9060757 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -9060780.000000 Penalty: 5350.806641
	Iteration 57Q: 3 clusters Score -9060780 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -9060851.000000 Penalty: 5350.806641
	Iteration 58Q: 3 clusters Score -9060851 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -9060874.000000 Penalty: 5350.806641
	Iteration 59Q: 3 clusters Score -9060874 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -9060892.000000 Penalty: 5350.806641
	Iteration 60F: 3 clusters Score -9060892 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -9060938.000000 Penalty: 5350.806641
	Iteration 61Q: 3 clusters Score -9060938 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -9060953.000000 Penalty: 5350.806641
	Iteration 62Q: 3 clusters Score -9060953 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -9061015.000000 Penalty: 5350.806641
	Iteration 63Q: 3 clusters Score -9061015 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -9061053.000000 Penalty: 5350.806641
	Iteration 64Q: 3 clusters Score -9061053 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -9061061.000000 Penalty: 5350.806641
	Iteration 65Q: 3 clusters Score -9061061 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -9061065.000000 Penalty: 5350.806641
	Iteration 66Q: 3 clusters Score -9061065 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -9061085.000000 Penalty: 5350.806641
	Iteration 67Q: 3 clusters Score -9061085 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -9061112.000000 Penalty: 5350.806641
	Iteration 68Q: 3 clusters Score -9061112 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9061178.000000 Penalty: 5350.806641
	Iteration 69Q: 3 clusters Score -9061178 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -9061194.000000 Penalty: 5350.806641
	Iteration 70Q: 3 clusters Score -9061194 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -9061192.000000 Penalty: 5350.806641
	Iteration 71Q: 3 clusters Score -9061192 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -9061183.000000 Penalty: 5350.806641
	Iteration 72Q: 3 clusters Score -9061183 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -9061208.000000 Penalty: 5350.806641
	Iteration 73Q: 3 clusters Score -9061208 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -9061211.000000 Penalty: 5350.806641
	Iteration 74Q: 3 clusters Score -9061211 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -9061225.000000 Penalty: 5350.806641
	Iteration 75Q: 3 clusters Score -9061225 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -9061190.000000 Penalty: 5350.806641
	Iteration 76Q: 3 clusters Score -9061190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9061215.000000 Penalty: 5350.806641
	Iteration 77Q: 3 clusters Score -9061215 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -9061233.000000 Penalty: 5350.806641
	Iteration 78Q: 3 clusters Score -9061233 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -9061223.000000 Penalty: 5350.806641
	Iteration 79Q: 3 clusters Score -9061223 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -9061224.000000 Penalty: 5350.806641
	Iteration 80F: 3 clusters Score -9061224 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -9061242.000000 Penalty: 5350.806641
	Iteration 81Q: 3 clusters Score -9061242 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -9061247.000000 Penalty: 5350.806641
	Iteration 82Q: 3 clusters Score -9061247 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -9061286.000000 Penalty: 5350.806641
	Iteration 83Q: 3 clusters Score -9061286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -9061297.000000 Penalty: 5350.806641
	Iteration 84Q: 3 clusters Score -9061297 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -9061295.000000 Penalty: 5350.806641
	Iteration 85Q: 3 clusters Score -9061295 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -9061290.000000 Penalty: 5350.806641
	Iteration 86Q: 3 clusters Score -9061290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -9061287.000000 Penalty: 5350.806641
	Iteration 87Q: 3 clusters Score -9061287 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -9061264.000000 Penalty: 5350.806641
	Iteration 88Q: 3 clusters Score -9061264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -9061237.000000 Penalty: 5350.806641
	Iteration 89Q: 3 clusters Score -9061237 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -9061258.000000 Penalty: 5350.806641
	Iteration 90Q: 3 clusters Score -9061258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -9061239.000000 Penalty: 5350.806641
	Iteration 91Q: 3 clusters Score -9061239 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -9061229.000000 Penalty: 5350.806641
	Iteration 92Q: 3 clusters Score -9061229 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -9061215.000000 Penalty: 5350.806641
	Iteration 93Q: 3 clusters Score -9061215 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -9061187.000000 Penalty: 5350.806641
	Iteration 94Q: 3 clusters Score -9061187 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -9061154.000000 Penalty: 5350.806641
	Iteration 95Q: 3 clusters Score -9061154 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9061147.000000 Penalty: 5350.806641
	Iteration 96Q: 3 clusters Score -9061147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -9061137.000000 Penalty: 5350.806641
	Iteration 97Q: 3 clusters Score -9061137 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -9061090.000000 Penalty: 5350.806641
	Iteration 98Q: 3 clusters Score -9061090 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -9061065.000000 Penalty: 5350.806641
	Iteration 99Q: 3 clusters Score -9061065 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -9061052.000000 Penalty: 5350.806641
	Iteration 100F: 3 clusters Score -9061052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9061052.000000 Penalty: 5350.806641
	Iteration 101Q: 3 clusters Score -9061052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9061034.000000 Penalty: 5350.806641
	Iteration 102Q: 3 clusters Score -9061034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -9061035.000000 Penalty: 5350.806641
	Iteration 103Q: 3 clusters Score -9061035 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -9061006.000000 Penalty: 5350.806641
	Iteration 104Q: 3 clusters Score -9061006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -9060957.000000 Penalty: 5350.806641
	Iteration 105Q: 3 clusters Score -9060957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -9060944.000000 Penalty: 5350.806641
	Iteration 106Q: 3 clusters Score -9060944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9060937.000000 Penalty: 5350.806641
	Iteration 107Q: 3 clusters Score -9060937 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -9060897.000000 Penalty: 5350.806641
	Iteration 108Q: 3 clusters Score -9060897 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -9060870.000000 Penalty: 5350.806641
	Iteration 109Q: 3 clusters Score -9060870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -9060846.000000 Penalty: 5350.806641
	Iteration 110Q: 3 clusters Score -9060846 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -9060850.000000 Penalty: 5350.806641
	Iteration 111Q: 3 clusters Score -9060850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -9060823.000000 Penalty: 5350.806641
	Iteration 112Q: 3 clusters Score -9060823 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9060795.000000 Penalty: 5350.806641
	Iteration 113Q: 3 clusters Score -9060795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -9060779.000000 Penalty: 5350.806641
	Iteration 114Q: 3 clusters Score -9060779 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -9060765.000000 Penalty: 5350.806641
	Iteration 115Q: 3 clusters Score -9060765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -9060742.000000 Penalty: 5350.806641
	Iteration 116Q: 3 clusters Score -9060742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9060727.000000 Penalty: 5350.806641
	Iteration 117Q: 3 clusters Score -9060727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -9060705.000000 Penalty: 5350.806641
	Iteration 118Q: 3 clusters Score -9060705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -9060690.000000 Penalty: 5350.806641
	Iteration 119Q: 3 clusters Score -9060690 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9060656.000000 Penalty: 5350.806641
	Iteration 120F: 3 clusters Score -9060656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -9060647.000000 Penalty: 5350.806641
	Iteration 121Q: 3 clusters Score -9060647 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -9060641.000000 Penalty: 5350.806641
	Iteration 122Q: 3 clusters Score -9060641 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9060592.000000 Penalty: 5350.806641
	Iteration 123Q: 3 clusters Score -9060592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9060558.000000 Penalty: 5350.806641
	Iteration 124Q: 3 clusters Score -9060558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9060543.000000 Penalty: 5350.806641
	Iteration 125Q: 3 clusters Score -9060543 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -9060500.000000 Penalty: 5350.806641
	Iteration 126Q: 3 clusters Score -9060500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9060486.000000 Penalty: 5350.806641
	Iteration 127Q: 3 clusters Score -9060486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -9060451.000000 Penalty: 5350.806641
	Iteration 128Q: 3 clusters Score -9060451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9060439.000000 Penalty: 5350.806641
	Iteration 129Q: 3 clusters Score -9060439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9060430.000000 Penalty: 5350.806641
	Iteration 130Q: 3 clusters Score -9060430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9060411.000000 Penalty: 5350.806641
	Iteration 131Q: 3 clusters Score -9060411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9060375.000000 Penalty: 5350.806641
	Iteration 132Q: 3 clusters Score -9060375 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9060354.000000 Penalty: 5350.806641
	Iteration 133Q: 3 clusters Score -9060354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9060339.000000 Penalty: 5350.806641
	Iteration 134Q: 3 clusters Score -9060339 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9060323.000000 Penalty: 5350.806641
	Iteration 135Q: 3 clusters Score -9060323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9060290.000000 Penalty: 5350.806641
	Iteration 136Q: 3 clusters Score -9060290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -9060291.000000 Penalty: 5350.806641
	Iteration 137Q: 3 clusters Score -9060291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -9060288.000000 Penalty: 5350.806641
	Iteration 138Q: 3 clusters Score -9060288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9060251.000000 Penalty: 5350.806641
	Iteration 139Q: 3 clusters Score -9060251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9060210.000000 Penalty: 5350.806641
	Iteration 140F: 3 clusters Score -9060210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9060207.000000 Penalty: 5350.806641
	Iteration 141Q: 3 clusters Score -9060207 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9060177.000000 Penalty: 5350.806641
	Iteration 142Q: 3 clusters Score -9060177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -9060172.000000 Penalty: 5350.806641
	Iteration 143Q: 3 clusters Score -9060172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -9060159.000000 Penalty: 5350.806641
	Iteration 144Q: 3 clusters Score -9060159 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -9060147.000000 Penalty: 5350.806641
	Iteration 145Q: 3 clusters Score -9060147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9060094.000000 Penalty: 5350.806641
	Iteration 146Q: 3 clusters Score -9060094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9060099.000000 Penalty: 5350.806641
	Iteration 147Q: 3 clusters Score -9060099 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -9060083.000000 Penalty: 5350.806641
	Iteration 148Q: 3 clusters Score -9060083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9060074.000000 Penalty: 5350.806641
	Iteration 149Q: 3 clusters Score -9060074 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -9060052.000000 Penalty: 5350.806641
	Iteration 150Q: 3 clusters Score -9060052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -9060026.000000 Penalty: 5350.806641
	Iteration 151Q: 3 clusters Score -9060026 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9060006.000000 Penalty: 5350.806641
	Iteration 152Q: 3 clusters Score -9060006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -9060005.000000 Penalty: 5350.806641
	Iteration 153Q: 3 clusters Score -9060005 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9059978.000000 Penalty: 5350.806641
	Iteration 154Q: 3 clusters Score -9059978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -9059952.000000 Penalty: 5350.806641
	Iteration 155Q: 3 clusters Score -9059952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9059952.000000 Penalty: 5350.806641
	Iteration 156Q: 3 clusters Score -9059952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9059909.000000 Penalty: 5350.806641
	Iteration 157Q: 3 clusters Score -9059909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9059913.000000 Penalty: 5350.806641
	Iteration 158Q: 3 clusters Score -9059913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9059854.000000 Penalty: 5350.806641
	Iteration 159Q: 3 clusters Score -9059854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -9059829.000000 Penalty: 5350.806641
	Iteration 160F: 3 clusters Score -9059829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9059815.000000 Penalty: 5350.806641
	Iteration 161Q: 3 clusters Score -9059815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9059784.000000 Penalty: 5350.806641
	Iteration 162Q: 3 clusters Score -9059784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9059791.000000 Penalty: 5350.806641
	Iteration 163Q: 3 clusters Score -9059791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9059785.000000 Penalty: 5350.806641
	Iteration 164Q: 3 clusters Score -9059785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9059798.000000 Penalty: 5350.806641
	Iteration 165Q: 3 clusters Score -9059798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9059790.000000 Penalty: 5350.806641
	Iteration 166Q: 3 clusters Score -9059790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9059779.000000 Penalty: 5350.806641
	Iteration 167Q: 3 clusters Score -9059779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9059778.000000 Penalty: 5350.806641
	Iteration 168Q: 3 clusters Score -9059778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9059768.000000 Penalty: 5350.806641
	Iteration 169Q: 3 clusters Score -9059768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9059765.000000 Penalty: 5350.806641
	Iteration 170Q: 3 clusters Score -9059765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9059756.000000 Penalty: 5350.806641
	Iteration 171Q: 3 clusters Score -9059756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9059738.000000 Penalty: 5350.806641
	Iteration 172Q: 3 clusters Score -9059738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9059716.000000 Penalty: 5350.806641
	Iteration 173Q: 3 clusters Score -9059716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9059711.000000 Penalty: 5350.806641
	Iteration 174Q: 3 clusters Score -9059711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9059710.000000 Penalty: 5350.806641
	Iteration 175Q: 3 clusters Score -9059710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9059712.000000 Penalty: 5350.806641
	Iteration 176Q: 3 clusters Score -9059712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9059711.000000 Penalty: 5350.806641
	Iteration 177Q: 3 clusters Score -9059711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9059711.000000 Penalty: 5350.806641
	Iteration 178F: 3 clusters Score -9059711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -312966.843750 Penalty: 1849.200806
	Iteration 0F: 2 clusters Score -312966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -310522.031250 Penalty: 3698.401611
	Iteration 0F: 3 clusters Score -310522 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -311000.093750 Penalty: 3698.401611
	Iteration 1F: 3 clusters Score -311000.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -311118.687500 Penalty: 3698.401611
	Iteration 2F: 3 clusters Score -311118.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -311174.718750 Penalty: 3698.401611
	Iteration 3Q: 3 clusters Score -311174.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -311217.437500 Penalty: 3698.401611
	Iteration 4Q: 3 clusters Score -311217.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -311246.687500 Penalty: 3698.401611
	Iteration 5Q: 3 clusters Score -311246.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -311259.968750 Penalty: 3698.401611
	Iteration 6Q: 3 clusters Score -311260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -311270.250000 Penalty: 3698.401611
	Iteration 7Q: 3 clusters Score -311270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -311276.156250 Penalty: 3698.401611
	Iteration 8Q: 3 clusters Score -311276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -311282.031250 Penalty: 3698.401611
	Iteration 9Q: 3 clusters Score -311282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -311287.500000 Penalty: 3698.401611
	Iteration 10Q: 3 clusters Score -311287.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -311294.750000 Penalty: 3698.401611
	Iteration 11Q: 3 clusters Score -311294.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -311296.437500 Penalty: 3698.401611
	Iteration 12Q: 3 clusters Score -311296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -311298.656250 Penalty: 3698.401611
	Iteration 13Q: 3 clusters Score -311298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -311300.281250 Penalty: 3698.401611
	Iteration 14Q: 3 clusters Score -311300.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -311301.750000 Penalty: 3698.401611
	Iteration 15Q: 3 clusters Score -311301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -311302.875000 Penalty: 3698.401611
	Iteration 16Q: 3 clusters Score -311302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311303.781250 Penalty: 3698.401611
	Iteration 17Q: 3 clusters Score -311303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311303.781250 Penalty: 3698.401611
	Iteration 18F: 3 clusters Score -311303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6930 members 
Mstep: Class 4 contains 45642 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6172 members 
Mstep: Class 7 contains 45886 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47762 members 
Mstep: Class 10 contains 51965 members 
Mstep: Class 11 contains 8216 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 14 contains 13535 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45459 members 
Mstep: Class 17 contains 28739 members 
Mstep: Class 18 contains 48240 members 
Mstep: Class 19 contains 39160 members 
Mstep: Class 20 contains 48379 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50335 members 
Mstep: Class 23 contains 46538 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48857 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 59153 members 
Mstep: Class 28 contains 48432 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126576.000000 Penalty: 97259.320312
Iteration 159Q: 30 clusters Score -1.371266e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6919 members 
Mstep: Class 4 contains 45591 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 45869 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 47756 members 
Mstep: Class 10 contains 51971 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 13556 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45530 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 48274 members 
Mstep: Class 19 contains 39164 members 
Mstep: Class 20 contains 48391 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50377 members 
Mstep: Class 23 contains 46415 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48879 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 59174 members 
Mstep: Class 28 contains 48391 members 
Mstep: Class 29 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126352.000000 Penalty: 97259.320312
Iteration 160F: 30 clusters Score -1.371264e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6897 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 45820 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47719 members 
Mstep: Class 10 contains 52036 members 
Mstep: Class 11 contains 8221 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 13578 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45564 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 48304 members 
Mstep: Class 19 contains 39172 members 
Mstep: Class 20 contains 48377 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50406 members 
Mstep: Class 23 contains 46349 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48915 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59204 members 
Mstep: Class 28 contains 48354 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126304.000000 Penalty: 97259.320312
Iteration 161Q: 30 clusters Score -1.371263e+08 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6881 members 
Mstep: Class 4 contains 45505 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 6155 members 
Mstep: Class 7 contains 45787 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47660 members 
Mstep: Class 10 contains 52070 members 
Mstep: Class 11 contains 8210 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44194 members 
Mstep: Class 14 contains 13606 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45627 members 
Mstep: Class 17 contains 28702 members 
Mstep: Class 18 contains 48304 members 
Mstep: Class 19 contains 39188 members 
Mstep: Class 20 contains 48381 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50409 members 
Mstep: Class 23 contains 46270 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48957 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59274 members 
Mstep: Class 28 contains 48322 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126288.000000 Penalty: 97259.320312
Iteration 162Q: 30 clusters Score -1.371263e+08 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 45481 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 45760 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47603 members 
Mstep: Class 10 contains 52072 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44213 members 
Mstep: Class 14 contains 13623 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45692 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 48308 members 
Mstep: Class 19 contains 39206 members 
Mstep: Class 20 contains 48400 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50458 members 
Mstep: Class 23 contains 46212 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48969 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59286 members 
Mstep: Class 28 contains 48283 members 
Mstep: Class 29 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126672.000000 Penalty: 97259.320312
Iteration 163Q: 30 clusters Score -1.371267e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 45462 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 45729 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47558 members 
Mstep: Class 10 contains 52051 members 
Mstep: Class 11 contains 8193 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44223 members 
Mstep: Class 14 contains 13651 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45753 members 
Mstep: Class 17 contains 28706 members 
Mstep: Class 18 contains 48322 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 48399 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50501 members 
Mstep: Class 23 contains 46184 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48996 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59299 members 
Mstep: Class 28 contains 48261 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126528.000000 Penalty: 97259.320312
Iteration 164Q: 30 clusters Score -1.371265e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6848 members 
Mstep: Class 4 contains 45410 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6150 members 
Mstep: Class 7 contains 45741 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47526 members 
Mstep: Class 10 contains 52064 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44231 members 
Mstep: Class 14 contains 13677 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45816 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 48288 members 
Mstep: Class 19 contains 39240 members 
Mstep: Class 20 contains 48383 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50498 members 
Mstep: Class 23 contains 46177 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49038 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59289 members 
Mstep: Class 28 contains 48250 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126496.000000 Penalty: 97259.320312
Iteration 165Q: 30 clusters Score -1.371265e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 45356 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 6152 members 
Mstep: Class 7 contains 45751 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47498 members 
Mstep: Class 10 contains 52111 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44247 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45847 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 48230 members 
Mstep: Class 19 contains 39264 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50460 members 
Mstep: Class 23 contains 46191 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49048 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59286 members 
Mstep: Class 28 contains 48245 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126704.000000 Penalty: 97259.320312
Iteration 166Q: 30 clusters Score -1.371267e+08 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 45312 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 45772 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47502 members 
Mstep: Class 10 contains 52141 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44253 members 
Mstep: Class 14 contains 13726 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45874 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 19 contains 39264 members 
Mstep: Class 20 contains 48397 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50486 members 
Mstep: Class 23 contains 46188 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49051 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 59290 members 
Mstep: Class 28 contains 48244 members 
Mstep: Class 29 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126688.000000 Penalty: 97259.320312
Iteration 167Q: 30 clusters Score -1.371267e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6825 members 
Mstep: Class 4 contains 45262 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 6148 members 
Mstep: Class 7 contains 45792 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47508 members 
Mstep: Class 10 contains 52188 members 
Mstep: Class 11 contains 8174 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44270 members 
Mstep: Class 14 contains 13746 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45902 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 48117 members 
Mstep: Class 19 contains 39254 members 
Mstep: Class 20 contains 48410 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50492 members 
Mstep: Class 23 contains 46177 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49050 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 59290 members 
Mstep: Class 28 contains 48226 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126752.000000 Penalty: 97259.320312
Iteration 168Q: 30 clusters Score -1.371268e+08 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6815 members 
Mstep: Class 4 contains 45200 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 6145 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47517 members 
Mstep: Class 10 contains 52197 members 
Mstep: Class 11 contains 8169 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 44279 members 
Mstep: Class 14 contains 13757 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45917 members 
Mstep: Class 17 contains 28676 members 
Mstep: Class 18 contains 48103 members 
Mstep: Class 19 contains 39268 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50558 members 
Mstep: Class 23 contains 46147 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49031 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 59305 members 
Mstep: Class 28 contains 48189 members 
Mstep: Class 29 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126960.000000 Penalty: 97259.320312
Iteration 169Q: 30 clusters Score -1.37127e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6804 members 
Mstep: Class 4 contains 45136 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 45901 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47498 members 
Mstep: Class 10 contains 52225 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44288 members 
Mstep: Class 14 contains 13774 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 45923 members 
Mstep: Class 17 contains 28663 members 
Mstep: Class 18 contains 48100 members 
Mstep: Class 19 contains 39276 members 
Mstep: Class 20 contains 48406 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50594 members 
Mstep: Class 23 contains 46136 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49002 members 
Mstep: Class 26 contains 1878 members 
Mstep: Class 27 contains 59307 members 
Mstep: Class 28 contains 48165 members 
Mstep: Class 29 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127312.000000 Penalty: 97259.320312
Iteration 170Q: 30 clusters Score -1.371273e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6782 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 45967 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47520 members 
Mstep: Class 10 contains 52236 members 
Mstep: Class 11 contains 8156 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44309 members 
Mstep: Class 14 contains 13804 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45916 members 
Mstep: Class 17 contains 28659 members 
Mstep: Class 18 contains 48089 members 
Mstep: Class 19 contains 39301 members 
Mstep: Class 20 contains 48410 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50643 members 
Mstep: Class 23 contains 46101 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48984 members 
Mstep: Class 26 contains 1880 members 
Mstep: Class 27 contains 59292 members 
Mstep: Class 28 contains 48138 members 
Mstep: Class 29 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127392.000000 Penalty: 97259.320312
Iteration 171Q: 30 clusters Score -1.371274e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6760 members 
Mstep: Class 4 contains 44975 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 6138 members 
Mstep: Class 7 contains 46038 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47555 members 
Mstep: Class 10 contains 52276 members 
Mstep: Class 11 contains 8144 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44318 members 
Mstep: Class 14 contains 13838 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45902 members 
Mstep: Class 17 contains 28670 members 
Mstep: Class 18 contains 48082 members 
Mstep: Class 19 contains 39307 members 
Mstep: Class 20 contains 48412 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50636 members 
Mstep: Class 23 contains 46070 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48968 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 59271 members 
Mstep: Class 28 contains 48140 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127472.000000 Penalty: 97259.320312
Iteration 172Q: 30 clusters Score -1.371275e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6745 members 
Mstep: Class 4 contains 44912 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 46075 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47593 members 
Mstep: Class 10 contains 52353 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44324 members 
Mstep: Class 14 contains 13868 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45869 members 
Mstep: Class 17 contains 28678 members 
Mstep: Class 18 contains 48032 members 
Mstep: Class 19 contains 39316 members 
Mstep: Class 20 contains 48417 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50617 members 
Mstep: Class 23 contains 46045 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48967 members 
Mstep: Class 26 contains 1884 members 
Mstep: Class 27 contains 59253 members 
Mstep: Class 28 contains 48158 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127232.000000 Penalty: 97259.320312
Iteration 173Q: 30 clusters Score -1.371272e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 44878 members 
Mstep: Class 5 contains 4424 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 7 contains 46142 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47609 members 
Mstep: Class 10 contains 52401 members 
Mstep: Class 11 contains 8130 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44332 members 
Mstep: Class 14 contains 13896 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45837 members 
Mstep: Class 17 contains 28688 members 
Mstep: Class 18 contains 47970 members 
Mstep: Class 19 contains 39310 members 
Mstep: Class 20 contains 48421 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50619 members 
Mstep: Class 23 contains 46008 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48968 members 
Mstep: Class 26 contains 1885 members 
Mstep: Class 27 contains 59249 members 
Mstep: Class 28 contains 48173 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127312.000000 Penalty: 97259.320312
Iteration 174Q: 30 clusters Score -1.371273e+08 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 44828 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 6127 members 
Mstep: Class 7 contains 46194 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 47635 members 
Mstep: Class 10 contains 52414 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44340 members 
Mstep: Class 14 contains 13919 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45817 members 
Mstep: Class 17 contains 28695 members 
Mstep: Class 18 contains 47971 members 
Mstep: Class 19 contains 39319 members 
Mstep: Class 20 contains 48404 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50644 members 
Mstep: Class 23 contains 45950 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48968 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 59238 members 
Mstep: Class 28 contains 48193 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127408.000000 Penalty: 97259.320312
Iteration 175Q: 30 clusters Score -1.371274e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 44792 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 6125 members 
Mstep: Class 7 contains 46241 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 47671 members 
Mstep: Class 10 contains 52457 members 
Mstep: Class 11 contains 8121 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44357 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45800 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 47934 members 
Mstep: Class 19 contains 39294 members 
Mstep: Class 20 contains 48413 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50683 members 
Mstep: Class 23 contains 45905 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48954 members 
Mstep: Class 26 contains 1887 members 
Mstep: Class 27 contains 59193 members 
Mstep: Class 28 contains 48194 members 
Mstep: Class 29 contains 1736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127696.000000 Penalty: 97259.320312
Iteration 176Q: 30 clusters Score -1.371277e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 6117 members 
Mstep: Class 7 contains 46341 members 
Mstep: Class 8 contains 705 members 
Mstep: Class 9 contains 47692 members 
Mstep: Class 10 contains 52453 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44363 members 
Mstep: Class 14 contains 13973 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45786 members 
Mstep: Class 17 contains 28701 members 
Mstep: Class 18 contains 47941 members 
Mstep: Class 19 contains 39293 members 
Mstep: Class 20 contains 48397 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50705 members 
Mstep: Class 23 contains 45855 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48982 members 
Mstep: Class 26 contains 1889 members 
Mstep: Class 27 contains 59149 members 
Mstep: Class 28 contains 48181 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127856.000000 Penalty: 97259.320312
Iteration 177Q: 30 clusters Score -1.371279e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6680 members 
Mstep: Class 4 contains 44735 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 46452 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47713 members 
Mstep: Class 10 contains 52436 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44378 members 
Mstep: Class 14 contains 13997 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45764 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 47948 members 
Mstep: Class 19 contains 39247 members 
Mstep: Class 20 contains 48387 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50733 members 
Mstep: Class 23 contains 45798 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48994 members 
Mstep: Class 26 contains 1891 members 
Mstep: Class 27 contains 59124 members 
Mstep: Class 28 contains 48180 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127728.000000 Penalty: 97259.320312
Iteration 178Q: 30 clusters Score -1.371277e+08 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 44713 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 6113 members 
Mstep: Class 7 contains 46576 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47708 members 
Mstep: Class 10 contains 52369 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44388 members 
Mstep: Class 14 contains 14030 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45769 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 47927 members 
Mstep: Class 19 contains 39253 members 
Mstep: Class 20 contains 48386 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50732 members 
Mstep: Class 23 contains 45770 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49013 members 
Mstep: Class 26 contains 1894 members 
Mstep: Class 27 contains 59108 members 
Mstep: Class 28 contains 48165 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127888.000000 Penalty: 97259.320312
Iteration 179Q: 30 clusters Score -1.371279e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6649 members 
Mstep: Class 4 contains 44693 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 6106 members 
Mstep: Class 7 contains 46708 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47699 members 
Mstep: Class 10 contains 52303 members 
Mstep: Class 11 contains 8106 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44390 members 
Mstep: Class 14 contains 14072 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45755 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 39265 members 
Mstep: Class 20 contains 48388 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50738 members 
Mstep: Class 23 contains 45718 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49028 members 
Mstep: Class 26 contains 1897 members 
Mstep: Class 27 contains 59084 members 
Mstep: Class 28 contains 48165 members 
Mstep: Class 29 contains 1735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128016.000000 Penalty: 97259.320312
Iteration 180F: 30 clusters Score -1.37128e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6623 members 
Mstep: Class 4 contains 44668 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 46812 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47715 members 
Mstep: Class 10 contains 52278 members 
Mstep: Class 11 contains 8104 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44390 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45734 members 
Mstep: Class 17 contains 28703 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 39249 members 
Mstep: Class 20 contains 48386 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50732 members 
Mstep: Class 23 contains 45697 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49040 members 
Mstep: Class 26 contains 1898 members 
Mstep: Class 27 contains 59046 members 
Mstep: Class 28 contains 48168 members 
Mstep: Class 29 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128400.000000 Penalty: 97259.320312
Iteration 181Q: 30 clusters Score -1.371284e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6596 members 
Mstep: Class 4 contains 44644 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 6 contains 6095 members 
Mstep: Class 7 contains 46912 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47734 members 
Mstep: Class 10 contains 52277 members 
Mstep: Class 11 contains 8100 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44395 members 
Mstep: Class 14 contains 14166 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45721 members 
Mstep: Class 17 contains 28717 members 
Mstep: Class 18 contains 47887 members 
Mstep: Class 19 contains 39226 members 
Mstep: Class 20 contains 48393 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50689 members 
Mstep: Class 23 contains 45688 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49050 members 
Mstep: Class 26 contains 1899 members 
Mstep: Class 27 contains 59012 members 
Mstep: Class 28 contains 48187 members 
Mstep: Class 29 contains 1733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128416.000000 Penalty: 97259.320312
Iteration 182Q: 30 clusters Score -1.371284e+08 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6563 members 
Mstep: Class 4 contains 44625 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 6088 members 
Mstep: Class 7 contains 46967 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47736 members 
Mstep: Class 10 contains 52309 members 
Mstep: Class 11 contains 8090 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44407 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45693 members 
Mstep: Class 17 contains 28719 members 
Mstep: Class 18 contains 47871 members 
Mstep: Class 19 contains 39206 members 
Mstep: Class 20 contains 48402 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50670 members 
Mstep: Class 23 contains 45673 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49050 members 
Mstep: Class 26 contains 1900 members 
Mstep: Class 27 contains 58999 members 
Mstep: Class 28 contains 48199 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128608.000000 Penalty: 97259.320312
Iteration 183Q: 30 clusters Score -1.371286e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6529 members 
Mstep: Class 4 contains 44601 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 6083 members 
Mstep: Class 7 contains 46999 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 9 contains 47723 members 
Mstep: Class 10 contains 52334 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44415 members 
Mstep: Class 14 contains 14282 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45709 members 
Mstep: Class 17 contains 28717 members 
Mstep: Class 18 contains 47883 members 
Mstep: Class 19 contains 39175 members 
Mstep: Class 20 contains 48409 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50660 members 
Mstep: Class 23 contains 45656 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49047 members 
Mstep: Class 26 contains 1901 members 
Mstep: Class 27 contains 58998 members 
Mstep: Class 28 contains 48194 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128672.000000 Penalty: 97259.320312
Iteration 184Q: 30 clusters Score -1.371287e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6508 members 
Mstep: Class 4 contains 44603 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 7 contains 47028 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47715 members 
Mstep: Class 10 contains 52374 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44433 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45704 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 47870 members 
Mstep: Class 19 contains 39135 members 
Mstep: Class 20 contains 48381 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50683 members 
Mstep: Class 23 contains 45644 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49037 members 
Mstep: Class 26 contains 1903 members 
Mstep: Class 27 contains 58987 members 
Mstep: Class 28 contains 48177 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128832.000000 Penalty: 97259.320312
Iteration 185Q: 30 clusters Score -1.371288e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6480 members 
Mstep: Class 4 contains 44586 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 7 contains 47031 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47707 members 
Mstep: Class 10 contains 52435 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44433 members 
Mstep: Class 14 contains 14389 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45705 members 
Mstep: Class 17 contains 28728 members 
Mstep: Class 18 contains 47818 members 
Mstep: Class 19 contains 39095 members 
Mstep: Class 20 contains 48362 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50708 members 
Mstep: Class 23 contains 45643 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49049 members 
Mstep: Class 26 contains 1905 members 
Mstep: Class 27 contains 58991 members 
Mstep: Class 28 contains 48177 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128736.000000 Penalty: 97259.320312
Iteration 186Q: 30 clusters Score -1.371287e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 6082 members 
Mstep: Class 7 contains 47025 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47712 members 
Mstep: Class 10 contains 52443 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44435 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45731 members 
Mstep: Class 17 contains 28736 members 
Mstep: Class 18 contains 47762 members 
Mstep: Class 19 contains 39072 members 
Mstep: Class 20 contains 48362 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50743 members 
Mstep: Class 23 contains 45642 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49046 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 58990 members 
Mstep: Class 28 contains 48180 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128896.000000 Penalty: 97259.320312
Iteration 187Q: 30 clusters Score -1.371289e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 44576 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 6077 members 
Mstep: Class 7 contains 47021 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47718 members 
Mstep: Class 10 contains 52443 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44438 members 
Mstep: Class 14 contains 14489 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45751 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 47749 members 
Mstep: Class 19 contains 39051 members 
Mstep: Class 20 contains 48368 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50776 members 
Mstep: Class 23 contains 45644 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49050 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 58986 members 
Mstep: Class 28 contains 48152 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129184.000000 Penalty: 97259.320312
Iteration 188Q: 30 clusters Score -1.371292e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 6071 members 
Mstep: Class 7 contains 46988 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47717 members 
Mstep: Class 10 contains 52439 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44446 members 
Mstep: Class 14 contains 14532 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45779 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 47744 members 
Mstep: Class 19 contains 39040 members 
Mstep: Class 20 contains 48381 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50813 members 
Mstep: Class 23 contains 45660 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49063 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 58974 members 
Mstep: Class 28 contains 48123 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129360.000000 Penalty: 97259.320312
Iteration 189Q: 30 clusters Score -1.371294e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6350 members 
Mstep: Class 4 contains 44545 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 46942 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47703 members 
Mstep: Class 10 contains 52466 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44456 members 
Mstep: Class 14 contains 14595 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45791 members 
Mstep: Class 17 contains 28739 members 
Mstep: Class 18 contains 47758 members 
Mstep: Class 19 contains 39008 members 
Mstep: Class 20 contains 48386 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50848 members 
Mstep: Class 23 contains 45679 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49060 members 
Mstep: Class 26 contains 1907 members 
Mstep: Class 27 contains 58972 members 
Mstep: Class 28 contains 48100 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129472.000000 Penalty: 97259.320312
Iteration 190Q: 30 clusters Score -1.371295e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6316 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 46893 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47698 members 
Mstep: Class 10 contains 52520 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44465 members 
Mstep: Class 14 contains 14647 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45812 members 
Mstep: Class 17 contains 28747 members 
Mstep: Class 18 contains 47775 members 
Mstep: Class 19 contains 39012 members 
Mstep: Class 20 contains 48398 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50827 members 
Mstep: Class 23 contains 45680 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49084 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 58937 members 
Mstep: Class 28 contains 48068 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129552.000000 Penalty: 97259.320312
Iteration 191Q: 30 clusters Score -1.371296e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 6067 members 
Mstep: Class 7 contains 46900 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47688 members 
Mstep: Class 10 contains 52551 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44479 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45794 members 
Mstep: Class 17 contains 28738 members 
Mstep: Class 18 contains 47779 members 
Mstep: Class 19 contains 39003 members 
Mstep: Class 20 contains 48367 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50858 members 
Mstep: Class 23 contains 45678 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49104 members 
Mstep: Class 26 contains 1909 members 
Mstep: Class 27 contains 58939 members 
Mstep: Class 28 contains 48041 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129664.000000 Penalty: 97259.320312
Iteration 192Q: 30 clusters Score -1.371297e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6248 members 
Mstep: Class 4 contains 44522 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 46921 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47684 members 
Mstep: Class 10 contains 52588 members 
Mstep: Class 11 contains 8000 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44485 members 
Mstep: Class 14 contains 14765 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45751 members 
Mstep: Class 17 contains 28723 members 
Mstep: Class 18 contains 47755 members 
Mstep: Class 19 contains 38971 members 
Mstep: Class 20 contains 48358 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50894 members 
Mstep: Class 23 contains 45679 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49132 members 
Mstep: Class 26 contains 1915 members 
Mstep: Class 27 contains 58946 members 
Mstep: Class 28 contains 48014 members 
Mstep: Class 29 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129248.000000 Penalty: 97259.320312
Iteration 193Q: 30 clusters Score -1.371292e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6217 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 46921 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47704 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 11 contains 7995 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44507 members 
Mstep: Class 14 contains 14824 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45711 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 47732 members 
Mstep: Class 19 contains 38932 members 
Mstep: Class 20 contains 48324 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50902 members 
Mstep: Class 23 contains 45686 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49141 members 
Mstep: Class 26 contains 1922 members 
Mstep: Class 27 contains 58961 members 
Mstep: Class 28 contains 47992 members 
Mstep: Class 29 contains 1730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129136.000000 Penalty: 97259.320312
Iteration 194Q: 30 clusters Score -1.371291e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6183 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 46926 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47759 members 
Mstep: Class 10 contains 52691 members 
Mstep: Class 11 contains 7980 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44516 members 
Mstep: Class 14 contains 14879 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45736 members 
Mstep: Class 17 contains 28729 members 
Mstep: Class 18 contains 47678 members 
Mstep: Class 19 contains 38893 members 
Mstep: Class 20 contains 48300 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50863 members 
Mstep: Class 23 contains 45676 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49150 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 58973 members 
Mstep: Class 28 contains 47984 members 
Mstep: Class 29 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129104.000000 Penalty: 97259.320312
Iteration 195Q: 30 clusters Score -1.371291e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 6060 members 
Mstep: Class 7 contains 46912 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47809 members 
Mstep: Class 10 contains 52725 members 
Mstep: Class 11 contains 7967 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44522 members 
Mstep: Class 14 contains 14937 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45729 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47613 members 
Mstep: Class 19 contains 38863 members 
Mstep: Class 20 contains 48308 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50894 members 
Mstep: Class 23 contains 45655 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49175 members 
Mstep: Class 26 contains 1924 members 
Mstep: Class 27 contains 58982 members 
Mstep: Class 28 contains 47986 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129408.000000 Penalty: 97259.320312
Iteration 196Q: 30 clusters Score -1.371294e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 44460 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 6064 members 
Mstep: Class 7 contains 46922 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47856 members 
Mstep: Class 10 contains 52749 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44528 members 
Mstep: Class 14 contains 14986 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45756 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47592 members 
Mstep: Class 19 contains 38837 members 
Mstep: Class 20 contains 48295 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50838 members 
Mstep: Class 23 contains 45643 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49192 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 58998 members 
Mstep: Class 28 contains 47981 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130048.000000 Penalty: 97259.320312
Iteration 197Q: 30 clusters Score -1.3713e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 44429 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 6071 members 
Mstep: Class 7 contains 46906 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47881 members 
Mstep: Class 10 contains 52777 members 
Mstep: Class 11 contains 7941 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44535 members 
Mstep: Class 14 contains 15041 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45771 members 
Mstep: Class 17 contains 28712 members 
Mstep: Class 18 contains 47576 members 
Mstep: Class 19 contains 38811 members 
Mstep: Class 20 contains 48309 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50814 members 
Mstep: Class 23 contains 45604 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49214 members 
Mstep: Class 26 contains 1929 members 
Mstep: Class 27 contains 59014 members 
Mstep: Class 28 contains 47982 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129984.000000 Penalty: 97259.320312
Iteration 198Q: 30 clusters Score -1.3713e+08 nChanged 1708
Entering ConstructFrom: 
Score: -137129984.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36536.550781 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36536.55 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -36942.031250 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36942.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -37053.179688 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -37053.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -37140.011719 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37140.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37239.210938 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37239.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37250.824219 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37250.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37255.503906 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -37255.503906 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -37255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85147.250000 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85147.25 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -85508.320312 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85508.32 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -85710.851562 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85710.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -85850.789062 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -85850.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -85931.156250 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -85931.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85962.078125 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -85962.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -86006.054688 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86006.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86038.648438 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86038.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86057.726562 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86057.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86065.781250 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86065.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86066.882812 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86066.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -86066.882812 Penalty: 3256.371582
	Iteration 11F: 3 clusters Score -86066.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -1119375.875000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -1119376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1114157.875000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -1114158 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1115380.250000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -1115380 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1115605.375000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -1115605 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1115764.625000 Penalty: 4320.548828
	Iteration 3Q: 3 clusters Score -1115765 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1115877.250000 Penalty: 4320.548828
	Iteration 4Q: 3 clusters Score -1115877 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1115961.500000 Penalty: 4320.548828
	Iteration 5Q: 3 clusters Score -1115962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1116026.750000 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -1116027 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1116083.000000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -1116083 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1116128.875000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -1116129 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1116167.000000 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -1116167 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1116213.500000 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -1116214 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1116250.500000 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -1116250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1116288.500000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -1116288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1116331.375000 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -1116331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1116376.250000 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -1116376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1116415.125000 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -1116415 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1116468.625000 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -1116469 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1116525.875000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -1116526 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1116589.875000 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -1116590 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1116643.875000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -1116644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1116707.875000 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -1116708 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1116771.750000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -1116772 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1116832.375000 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -1116832 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1116888.375000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -1116888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1116936.500000 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -1116936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1116993.250000 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -1116993 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1117053.875000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -1117054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1117097.125000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -1117097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1117135.125000 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -1117135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1117162.375000 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -1117162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1117196.125000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -1117196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1117227.375000 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -1117227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1117257.125000 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -1117257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1117292.625000 Penalty: 4320.548828
	Iteration 33Q: 3 clusters Score -1117293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1117323.000000 Penalty: 4320.548828
	Iteration 34Q: 3 clusters Score -1117323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1117353.625000 Penalty: 4320.548828
	Iteration 35Q: 3 clusters Score -1117354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1117378.250000 Penalty: 4320.548828
	Iteration 36Q: 3 clusters Score -1117378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1117402.875000 Penalty: 4320.548828
	Iteration 37Q: 3 clusters Score -1117403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1117420.125000 Penalty: 4320.548828
	Iteration 38Q: 3 clusters Score -1117420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1117431.750000 Penalty: 4320.548828
	Iteration 39Q: 3 clusters Score -1117432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1117440.500000 Penalty: 4320.548828
	Iteration 40F: 3 clusters Score -1117440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1117453.750000 Penalty: 4320.548828
	Iteration 41Q: 3 clusters Score -1117454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1117460.000000 Penalty: 4320.548828
	Iteration 42Q: 3 clusters Score -1117460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1117461.625000 Penalty: 4320.548828
	Iteration 43Q: 3 clusters Score -1117462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1117461.625000 Penalty: 4320.548828
	Iteration 44Q: 3 clusters Score -1117462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1117461.625000 Penalty: 4320.548828
	Iteration 45F: 3 clusters Score -1117462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Entering Unmasked Estep 
Score: -8217132.000000 Penalty: 2653.991943
	Iteration 0F: 2 clusters Score -8217132 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 22125 members 
Entering Unmasked Estep 
Score: -8187346.000000 Penalty: 5307.983887
	Iteration 0F: 3 clusters Score -8187346 nChanged 20592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8198691.500000 Penalty: 5307.983887
	Iteration 1F: 3 clusters Score -8198692 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -8199173.000000 Penalty: 5307.983887
	Iteration 2Q: 3 clusters Score -8199173 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -8199619.500000 Penalty: 5307.983887
	Iteration 3Q: 3 clusters Score -8199620 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -8200208.500000 Penalty: 5307.983887
	Iteration 4Q: 3 clusters Score -8200208 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -8200952.000000 Penalty: 5307.983887
	Iteration 5Q: 3 clusters Score -8200952 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -8201998.000000 Penalty: 5307.983887
	Iteration 6Q: 3 clusters Score -8201998 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -8203464.500000 Penalty: 5307.983887
	Iteration 7F: 3 clusters Score -8203464 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -8205419.500000 Penalty: 5307.983887
	Iteration 8F: 3 clusters Score -8205420 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -8207869.500000 Penalty: 5307.983887
	Iteration 9F: 3 clusters Score -8207870 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -8210167.500000 Penalty: 5307.983887
	Iteration 10F: 3 clusters Score -8210168 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -8212037.000000 Penalty: 5307.983887
	Iteration 11Q: 3 clusters Score -8212037 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8213305.500000 Penalty: 5307.983887
	Iteration 12Q: 3 clusters Score -8213306 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -8214012.500000 Penalty: 5307.983887
	Iteration 13Q: 3 clusters Score -8214012 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -8214415.000000 Penalty: 5307.983887
	Iteration 14Q: 3 clusters Score -8214415 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -8214699.500000 Penalty: 5307.983887
	Iteration 15Q: 3 clusters Score -8214700 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -8214889.500000 Penalty: 5307.983887
	Iteration 16Q: 3 clusters Score -8214890 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -8214988.500000 Penalty: 5307.983887
	Iteration 17Q: 3 clusters Score -8214988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8215060.500000 Penalty: 5307.983887
	Iteration 18Q: 3 clusters Score -8215060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8215111.500000 Penalty: 5307.983887
	Iteration 19Q: 3 clusters Score -8215112 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -8215140.500000 Penalty: 5307.983887
	Iteration 20F: 3 clusters Score -8215140 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8215173.500000 Penalty: 5307.983887
	Iteration 21Q: 3 clusters Score -8215174 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -8215197.500000 Penalty: 5307.983887
	Iteration 22Q: 3 clusters Score -8215198 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -8215213.500000 Penalty: 5307.983887
	Iteration 23Q: 3 clusters Score -8215214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -8215216.500000 Penalty: 5307.983887
	Iteration 24Q: 3 clusters Score -8215216 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -8215240.500000 Penalty: 5307.983887
	Iteration 25Q: 3 clusters Score -8215240 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8215262.000000 Penalty: 5307.983887
	Iteration 26Q: 3 clusters Score -8215262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -8215269.000000 Penalty: 5307.983887
	Iteration 27Q: 3 clusters Score -8215269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -8215259.000000 Penalty: 5307.983887
	Iteration 28Q: 3 clusters Score -8215259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -8215268.500000 Penalty: 5307.983887
	Iteration 29Q: 3 clusters Score -8215268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8215268.000000 Penalty: 5307.983887
	Iteration 30Q: 3 clusters Score -8215268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8215270.000000 Penalty: 5307.983887
	Iteration 31Q: 3 clusters Score -8215270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8215274.000000 Penalty: 5307.983887
	Iteration 32Q: 3 clusters Score -8215274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8215269.000000 Penalty: 5307.983887
	Iteration 33Q: 3 clusters Score -8215269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -8215253.000000 Penalty: 5307.983887
	Iteration 34Q: 3 clusters Score -8215253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8215276.500000 Penalty: 5307.983887
	Iteration 35Q: 3 clusters Score -8215276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8215279.500000 Penalty: 5307.983887
	Iteration 36Q: 3 clusters Score -8215280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8215279.500000 Penalty: 5307.983887
	Iteration 37Q: 3 clusters Score -8215280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8215284.500000 Penalty: 5307.983887
	Iteration 38Q: 3 clusters Score -8215284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8215285.500000 Penalty: 5307.983887
	Iteration 39Q: 3 clusters Score -8215286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8215278.500000 Penalty: 5307.983887
	Iteration 40F: 3 clusters Score -8215278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -8215277.000000 Penalty: 5307.983887
	Iteration 41Q: 3 clusters Score -8215277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -8215274.500000 Penalty: 5307.983887
	Iteration 42Q: 3 clusters Score -8215274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8215286.500000 Penalty: 5307.983887
	Iteration 43Q: 3 clusters Score -8215286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8215279.000000 Penalty: 5307.983887
	Iteration 44Q: 3 clusters Score -8215279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8215290.000000 Penalty: 5307.983887
	Iteration 45Q: 3 clusters Score -8215290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -8215290.000000 Penalty: 5307.983887
	Iteration 46Q: 3 clusters Score -8215290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -8215283.500000 Penalty: 5307.983887
	Iteration 47Q: 3 clusters Score -8215284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8215277.500000 Penalty: 5307.983887
	Iteration 48Q: 3 clusters Score -8215278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8215283.500000 Penalty: 5307.983887
	Iteration 49Q: 3 clusters Score -8215284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8215279.000000 Penalty: 5307.983887
	Iteration 50Q: 3 clusters Score -8215279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8215281.000000 Penalty: 5307.983887
	Iteration 51Q: 3 clusters Score -8215281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -8215283.000000 Penalty: 5307.983887
	Iteration 52Q: 3 clusters Score -8215283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8215283.000000 Penalty: 5307.983887
	Iteration 53Q: 3 clusters Score -8215283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8215287.000000 Penalty: 5307.983887
	Iteration 54Q: 3 clusters Score -8215287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8215287.000000 Penalty: 5307.983887
	Iteration 55F: 3 clusters Score -8215287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Entering Unmasked Estep 
Score: -813245.937500 Penalty: 2079.488037
	Iteration 0F: 2 clusters Score -813245.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -809110.750000 Penalty: 4158.976074
	Iteration 0F: 3 clusters Score -809110.8 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -809978.500000 Penalty: 4158.976074
	Iteration 1F: 3 clusters Score -809978.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -810151.187500 Penalty: 4158.976074
	Iteration 2F: 3 clusters Score -810151.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -810291.750000 Penalty: 4158.976074
	Iteration 3F: 3 clusters Score -810291.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -810387.812500 Penalty: 4158.976074
	Iteration 4Q: 3 clusters Score -810387.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -810489.187500 Penalty: 4158.976074
	Iteration 5Q: 3 clusters Score -810489.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -810568.875000 Penalty: 4158.976074
	Iteration 6Q: 3 clusters Score -810568.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -810640.875000 Penalty: 4158.976074
	Iteration 7Q: 3 clusters Score -810640.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -810697.562500 Penalty: 4158.976074
	Iteration 8Q: 3 clusters Score -810697.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -810740.250000 Penalty: 4158.976074
	Iteration 9Q: 3 clusters Score -810740.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -810770.187500 Penalty: 4158.976074
	Iteration 10Q: 3 clusters Score -810770.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -810799.125000 Penalty: 4158.976074
	Iteration 11Q: 3 clusters Score -810799.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -810817.812500 Penalty: 4158.976074
	Iteration 12Q: 3 clusters Score -810817.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -810830.125000 Penalty: 4158.976074
	Iteration 13Q: 3 clusters Score -810830.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -810840.562500 Penalty: 4158.976074
	Iteration 14Q: 3 clusters Score -810840.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -810851.437500 Penalty: 4158.976074
	Iteration 15Q: 3 clusters Score -810851.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -810859.312500 Penalty: 4158.976074
	Iteration 16Q: 3 clusters Score -810859.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -810864.125000 Penalty: 4158.976074
	Iteration 17Q: 3 clusters Score -810864.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -810869.312500 Penalty: 4158.976074
	Iteration 18Q: 3 clusters Score -810869.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -810873.375000 Penalty: 4158.976074
	Iteration 19Q: 3 clusters Score -810873.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -810875.625000 Penalty: 4158.976074
	Iteration 20F: 3 clusters Score -810875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -810878.812500 Penalty: 4158.976074
	Iteration 21Q: 3 clusters Score -810878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -810882.125000 Penalty: 4158.976074
	Iteration 22Q: 3 clusters Score -810882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -810881.625000 Penalty: 4158.976074
	Iteration 23Q: 3 clusters Score -810881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -810882.875000 Penalty: 4158.976074
	Iteration 24Q: 3 clusters Score -810882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -810884.375000 Penalty: 4158.976074
	Iteration 25Q: 3 clusters Score -810884.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -810886.312500 Penalty: 4158.976074
	Iteration 26Q: 3 clusters Score -810886.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -810887.562500 Penalty: 4158.976074
	Iteration 27Q: 3 clusters Score -810887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -810889.812500 Penalty: 4158.976074
	Iteration 28Q: 3 clusters Score -810889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -810890.312500 Penalty: 4158.976074
	Iteration 29Q: 3 clusters Score -810890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -810893.500000 Penalty: 4158.976074
	Iteration 30Q: 3 clusters Score -810893.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -810894.250000 Penalty: 4158.976074
	Iteration 31Q: 3 clusters Score -810894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -810897.062500 Penalty: 4158.976074
	Iteration 32Q: 3 clusters Score -810897.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -810901.187500 Penalty: 4158.976074
	Iteration 33Q: 3 clusters Score -810901.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -810903.000000 Penalty: 4158.976074
	Iteration 34Q: 3 clusters Score -810903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -810907.000000 Penalty: 4158.976074
	Iteration 35Q: 3 clusters Score -810907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -810908.687500 Penalty: 4158.976074
	Iteration 36Q: 3 clusters Score -810908.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -810912.062500 Penalty: 4158.976074
	Iteration 37Q: 3 clusters Score -810912.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -810914.187500 Penalty: 4158.976074
	Iteration 38Q: 3 clusters Score -810914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -810915.125000 Penalty: 4158.976074
	Iteration 39Q: 3 clusters Score -810915.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -810917.562500 Penalty: 4158.976074
	Iteration 40F: 3 clusters Score -810917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -810918.875000 Penalty: 4158.976074
	Iteration 41Q: 3 clusters Score -810918.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -810921.250000 Penalty: 4158.976074
	Iteration 42Q: 3 clusters Score -810921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -810921.937500 Penalty: 4158.976074
	Iteration 43Q: 3 clusters Score -810921.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -810921.937500 Penalty: 4158.976074
	Iteration 44Q: 3 clusters Score -810921.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -810924.687500 Penalty: 4158.976074
	Iteration 45Q: 3 clusters Score -810924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -810925.125000 Penalty: 4158.976074
	Iteration 46Q: 3 clusters Score -810925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -810924.625000 Penalty: 4158.976074
	Iteration 47Q: 3 clusters Score -810924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -810926.625000 Penalty: 4158.976074
	Iteration 48Q: 3 clusters Score -810926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -810927.937500 Penalty: 4158.976074
	Iteration 49Q: 3 clusters Score -810927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -810927.437500 Penalty: 4158.976074
	Iteration 50Q: 3 clusters Score -810927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -810927.437500 Penalty: 4158.976074
	Iteration 51Q: 3 clusters Score -810927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -810928.125000 Penalty: 4158.976074
	Iteration 52Q: 3 clusters Score -810928.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -810928.125000 Penalty: 4158.976074
	Iteration 53F: 3 clusters Score -810928.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Entering Unmasked Estep 
Score: -1133608.750000 Penalty: 2160.437744
	Iteration 0F: 2 clusters Score -1133609 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 3084 members 
Entering Unmasked Estep 
Score: -1128441.750000 Penalty: 4320.875488
	Iteration 0F: 3 clusters Score -1128442 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1129712.625000 Penalty: 4320.875488
	Iteration 1F: 3 clusters Score -1129713 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1130006.000000 Penalty: 4320.875488
	Iteration 2F: 3 clusters Score -1130006 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1130207.000000 Penalty: 4320.875488
	Iteration 3F: 3 clusters Score -1130207 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1130383.000000 Penalty: 4320.875488
	Iteration 4Q: 3 clusters Score -1130383 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1130524.375000 Penalty: 4320.875488
	Iteration 5Q: 3 clusters Score -1130524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1130647.875000 Penalty: 4320.875488
	Iteration 6Q: 3 clusters Score -1130648 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1130739.750000 Penalty: 4320.875488
	Iteration 7Q: 3 clusters Score -1130740 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1130817.875000 Penalty: 4320.875488
	Iteration 8Q: 3 clusters Score -1130818 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1130906.625000 Penalty: 4320.875488
	Iteration 9Q: 3 clusters Score -1130907 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1130975.125000 Penalty: 4320.875488
	Iteration 10Q: 3 clusters Score -1130975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1131026.875000 Penalty: 4320.875488
	Iteration 11Q: 3 clusters Score -1131027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1131076.375000 Penalty: 4320.875488
	Iteration 12Q: 3 clusters Score -1131076 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1131125.000000 Penalty: 4320.875488
	Iteration 13Q: 3 clusters Score -1131125 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1131171.750000 Penalty: 4320.875488
	Iteration 14Q: 3 clusters Score -1131172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1131204.375000 Penalty: 4320.875488
	Iteration 15Q: 3 clusters Score -1131204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1131233.500000 Penalty: 4320.875488
	Iteration 16Q: 3 clusters Score -1131234 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1131261.875000 Penalty: 4320.875488
	Iteration 17Q: 3 clusters Score -1131262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1131298.625000 Penalty: 4320.875488
	Iteration 18Q: 3 clusters Score -1131299 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1131336.250000 Penalty: 4320.875488
	Iteration 19Q: 3 clusters Score -1131336 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1131370.375000 Penalty: 4320.875488
	Iteration 20F: 3 clusters Score -1131370 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1131405.625000 Penalty: 4320.875488
	Iteration 21Q: 3 clusters Score -1131406 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1131438.000000 Penalty: 4320.875488
	Iteration 22Q: 3 clusters Score -1131438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1131462.250000 Penalty: 4320.875488
	Iteration 23Q: 3 clusters Score -1131462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1131480.625000 Penalty: 4320.875488
	Iteration 24Q: 3 clusters Score -1131481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1131498.125000 Penalty: 4320.875488
	Iteration 25Q: 3 clusters Score -1131498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1131514.375000 Penalty: 4320.875488
	Iteration 26Q: 3 clusters Score -1131514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1131522.375000 Penalty: 4320.875488
	Iteration 27Q: 3 clusters Score -1131522 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1131528.750000 Penalty: 4320.875488
	Iteration 28Q: 3 clusters Score -1131529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1131537.750000 Penalty: 4320.875488
	Iteration 29Q: 3 clusters Score -1131538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1131549.875000 Penalty: 4320.875488
	Iteration 30Q: 3 clusters Score -1131550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1131557.875000 Penalty: 4320.875488
	Iteration 31Q: 3 clusters Score -1131558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1131564.000000 Penalty: 4320.875488
	Iteration 32Q: 3 clusters Score -1131564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1131569.500000 Penalty: 4320.875488
	Iteration 33Q: 3 clusters Score -1131570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1131572.375000 Penalty: 4320.875488
	Iteration 34Q: 3 clusters Score -1131572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1131576.000000 Penalty: 4320.875488
	Iteration 35Q: 3 clusters Score -1131576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1131578.250000 Penalty: 4320.875488
	Iteration 36Q: 3 clusters Score -1131578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1131577.750000 Penalty: 4320.875488
	Iteration 37Q: 3 clusters Score -1131578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1131578.500000 Penalty: 4320.875488
	Iteration 38Q: 3 clusters Score -1131578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1131579.000000 Penalty: 4320.875488
	Iteration 39Q: 3 clusters Score -1131579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1131578.000000 Penalty: 4320.875488
	Iteration 40F: 3 clusters Score -1131578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1131578.750000 Penalty: 4320.875488
	Iteration 41Q: 3 clusters Score -1131579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1131578.750000 Penalty: 4320.875488
	Iteration 42F: 3 clusters Score -1131579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Entering Unmasked Estep 
Score: -8755873.000000 Penalty: 2667.325928
	Iteration 0F: 2 clusters Score -8755873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8725518.000000 Penalty: 5334.651855
	Iteration 0F: 3 clusters Score -8725518 nChanged 21699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8738424.000000 Penalty: 5334.651855
	Iteration 1F: 3 clusters Score -8738424 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -8739940.000000 Penalty: 5334.651855
	Iteration 2F: 3 clusters Score -8739940 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -8741981.000000 Penalty: 5334.651855
	Iteration 3F: 3 clusters Score -8741981 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -8744447.000000 Penalty: 5334.651855
	Iteration 4F: 3 clusters Score -8744447 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -8747245.000000 Penalty: 5334.651855
	Iteration 5F: 3 clusters Score -8747245 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -8749835.000000 Penalty: 5334.651855
	Iteration 6F: 3 clusters Score -8749835 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -8751558.000000 Penalty: 5334.651855
	Iteration 7F: 3 clusters Score -8751558 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -8752493.000000 Penalty: 5334.651855
	Iteration 8Q: 3 clusters Score -8752493 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -8752917.000000 Penalty: 5334.651855
	Iteration 9Q: 3 clusters Score -8752917 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -8753158.000000 Penalty: 5334.651855
	Iteration 10Q: 3 clusters Score -8753158 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8753337.000000 Penalty: 5334.651855
	Iteration 11Q: 3 clusters Score -8753337 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -8753532.000000 Penalty: 5334.651855
	Iteration 12Q: 3 clusters Score -8753532 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -8753648.000000 Penalty: 5334.651855
	Iteration 13Q: 3 clusters Score -8753648 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -8753717.000000 Penalty: 5334.651855
	Iteration 14Q: 3 clusters Score -8753717 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -8753834.000000 Penalty: 5334.651855
	Iteration 15Q: 3 clusters Score -8753834 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -8753980.000000 Penalty: 5334.651855
	Iteration 16Q: 3 clusters Score -8753980 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8754112.000000 Penalty: 5334.651855
	Iteration 17Q: 3 clusters Score -8754112 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8754244.000000 Penalty: 5334.651855
	Iteration 18Q: 3 clusters Score -8754244 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8754343.000000 Penalty: 5334.651855
	Iteration 19Q: 3 clusters Score -8754343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -8754411.000000 Penalty: 5334.651855
	Iteration 20F: 3 clusters Score -8754411 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8754541.000000 Penalty: 5334.651855
	Iteration 21Q: 3 clusters Score -8754541 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -8754666.000000 Penalty: 5334.651855
	Iteration 22Q: 3 clusters Score -8754666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8754838.000000 Penalty: 5334.651855
	Iteration 23Q: 3 clusters Score -8754838 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8754975.000000 Penalty: 5334.651855
	Iteration 24Q: 3 clusters Score -8754975 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8755080.000000 Penalty: 5334.651855
	Iteration 25Q: 3 clusters Score -8755080 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8755137.000000 Penalty: 5334.651855
	Iteration 26Q: 3 clusters Score -8755137 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -8755210.000000 Penalty: 5334.651855
	Iteration 27Q: 3 clusters Score -8755210 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8755239.000000 Penalty: 5334.651855
	Iteration 28Q: 3 clusters Score -8755239 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8755286.000000 Penalty: 5334.651855
	Iteration 29Q: 3 clusters Score -8755286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8755297.000000 Penalty: 5334.651855
	Iteration 30Q: 3 clusters Score -8755297 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -8755359.000000 Penalty: 5334.651855
	Iteration 31Q: 3 clusters Score -8755359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -8755397.000000 Penalty: 5334.651855
	Iteration 32Q: 3 clusters Score -8755397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8755433.000000 Penalty: 5334.651855
	Iteration 33Q: 3 clusters Score -8755433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -8755436.000000 Penalty: 5334.651855
	Iteration 34Q: 3 clusters Score -8755436 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8755430.000000 Penalty: 5334.651855
	Iteration 35Q: 3 clusters Score -8755430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8755442.000000 Penalty: 5334.651855
	Iteration 36Q: 3 clusters Score -8755442 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -8755434.000000 Penalty: 5334.651855
	Iteration 37Q: 3 clusters Score -8755434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8755434.000000 Penalty: 5334.651855
	Iteration 38Q: 3 clusters Score -8755434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -8755439.000000 Penalty: 5334.651855
	Iteration 39Q: 3 clusters Score -8755439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8755433.000000 Penalty: 5334.651855
	Iteration 40F: 3 clusters Score -8755433 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8755451.000000 Penalty: 5334.651855
	Iteration 41Q: 3 clusters Score -8755451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -8755460.000000 Penalty: 5334.651855
	Iteration 42Q: 3 clusters Score -8755460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -8755461.000000 Penalty: 5334.651855
	Iteration 43Q: 3 clusters Score -8755461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8755455.000000 Penalty: 5334.651855
	Iteration 44Q: 3 clusters Score -8755455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8755449.000000 Penalty: 5334.651855
	Iteration 45Q: 3 clusters Score -8755449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8755448.000000 Penalty: 5334.651855
	Iteration 46Q: 3 clusters Score -8755448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8755444.000000 Penalty: 5334.651855
	Iteration 47Q: 3 clusters Score -8755444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -8755455.000000 Penalty: 5334.651855
	Iteration 48Q: 3 clusters Score -8755455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8755448.000000 Penalty: 5334.651855
	Iteration 49Q: 3 clusters Score -8755448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8755452.000000 Penalty: 5334.651855
	Iteration 50Q: 3 clusters Score -8755452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8755454.000000 Penalty: 5334.651855
	Iteration 51Q: 3 clusters Score -8755454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8755458.000000 Penalty: 5334.651855
	Iteration 52Q: 3 clusters Score -8755458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -8755460.000000 Penalty: 5334.651855
	Iteration 53Q: 3 clusters Score -8755460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8755452.000000 Penalty: 5334.651855
	Iteration 54Q: 3 clusters Score -8755452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8755445.000000 Penalty: 5334.651855
	Iteration 55Q: 3 clusters Score -8755445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8755451.000000 Penalty: 5334.651855
	Iteration 56Q: 3 clusters Score -8755451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8755451.000000 Penalty: 5334.651855
	Iteration 57F: 3 clusters Score -8755451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Entering Unmasked Estep 
Score: -121205.085938 Penalty: 1627.135620
	Iteration 0F: 2 clusters Score -121205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119603.140625 Penalty: 3254.271240
	Iteration 0F: 3 clusters Score -119603.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -119995.867188 Penalty: 3254.271240
	Iteration 1F: 3 clusters Score -119995.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -120158.070312 Penalty: 3254.271240
	Iteration 2F: 3 clusters Score -120158.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120224.164062 Penalty: 3254.271240
	Iteration 3Q: 3 clusters Score -120224.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -120273.632812 Penalty: 3254.271240
	Iteration 4Q: 3 clusters Score -120273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -120305.640625 Penalty: 3254.271240
	Iteration 5Q: 3 clusters Score -120305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120341.585938 Penalty: 3254.271240
	Iteration 6Q: 3 clusters Score -120341.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -120373.664062 Penalty: 3254.271240
	Iteration 7Q: 3 clusters Score -120373.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120396.890625 Penalty: 3254.271240
	Iteration 8Q: 3 clusters Score -120396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -120431.570312 Penalty: 3254.271240
	Iteration 9Q: 3 clusters Score -120431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -120482.539062 Penalty: 3254.271240
	Iteration 10Q: 3 clusters Score -120482.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120537.406250 Penalty: 3254.271240
	Iteration 11Q: 3 clusters Score -120537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120551.601562 Penalty: 3254.271240
	Iteration 12Q: 3 clusters Score -120551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -120557.773438 Penalty: 3254.271240
	Iteration 13Q: 3 clusters Score -120557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -120559.148438 Penalty: 3254.271240
	Iteration 14Q: 3 clusters Score -120559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -120559.531250 Penalty: 3254.271240
	Iteration 15Q: 3 clusters Score -120559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120559.968750 Penalty: 3254.271240
	Iteration 16Q: 3 clusters Score -120560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -120559.968750 Penalty: 3254.271240
	Iteration 17F: 3 clusters Score -120560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Entering Unmasked Estep 
Score: -8936829.000000 Penalty: 2672.694824
	Iteration 0F: 2 clusters Score -8936829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -8906160.000000 Penalty: 5345.389648
	Iteration 0F: 3 clusters Score -8906160 nChanged 22068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8918062.000000 Penalty: 5345.389648
	Iteration 1F: 3 clusters Score -8918062 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8918701.000000 Penalty: 5345.389648
	Iteration 2Q: 3 clusters Score -8918701 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -8919572.000000 Penalty: 5345.389648
	Iteration 3Q: 3 clusters Score -8919572 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -8920736.000000 Penalty: 5345.389648
	Iteration 4F: 3 clusters Score -8920736 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -8922881.000000 Penalty: 5345.389648
	Iteration 5F: 3 clusters Score -8922881 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -8925858.000000 Penalty: 5345.389648
	Iteration 6F: 3 clusters Score -8925858 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -8929400.000000 Penalty: 5345.389648
	Iteration 7F: 3 clusters Score -8929400 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -8932520.000000 Penalty: 5345.389648
	Iteration 8F: 3 clusters Score -8932520 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -8934461.000000 Penalty: 5345.389648
	Iteration 9Q: 3 clusters Score -8934461 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 40512 members 
Entering Unmasked Estep 
Score: -8935310.000000 Penalty: 5345.389648
	Iteration 10Q: 3 clusters Score -8935310 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -8935657.000000 Penalty: 5345.389648
	Iteration 11Q: 3 clusters Score -8935657 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8935805.000000 Penalty: 5345.389648
	Iteration 12Q: 3 clusters Score -8935805 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -8935930.000000 Penalty: 5345.389648
	Iteration 13Q: 3 clusters Score -8935930 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -8935974.000000 Penalty: 5345.389648
	Iteration 14Q: 3 clusters Score -8935974 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8936011.000000 Penalty: 5345.389648
	Iteration 15Q: 3 clusters Score -8936011 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8936034.000000 Penalty: 5345.389648
	Iteration 16Q: 3 clusters Score -8936034 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8936064.000000 Penalty: 5345.389648
	Iteration 17Q: 3 clusters Score -8936064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8936086.000000 Penalty: 5345.389648
	Iteration 18Q: 3 clusters Score -8936086 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8936115.000000 Penalty: 5345.389648
	Iteration 19Q: 3 clusters Score -8936115 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8936123.000000 Penalty: 5345.389648
	Iteration 20F: 3 clusters Score -8936123 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8936134.000000 Penalty: 5345.389648
	Iteration 21Q: 3 clusters Score -8936134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8936160.000000 Penalty: 5345.389648
	Iteration 22Q: 3 clusters Score -8936160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8936166.000000 Penalty: 5345.389648
	Iteration 23Q: 3 clusters Score -8936166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8936190.000000 Penalty: 5345.389648
	Iteration 24Q: 3 clusters Score -8936190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8936188.000000 Penalty: 5345.389648
	Iteration 25Q: 3 clusters Score -8936188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8936188.000000 Penalty: 5345.389648
	Iteration 26Q: 3 clusters Score -8936188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -8936205.000000 Penalty: 5345.389648
	Iteration 27Q: 3 clusters Score -8936205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8936208.000000 Penalty: 5345.389648
	Iteration 28Q: 3 clusters Score -8936208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8936231.000000 Penalty: 5345.389648
	Iteration 29Q: 3 clusters Score -8936231 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8936236.000000 Penalty: 5345.389648
	Iteration 30Q: 3 clusters Score -8936236 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8936228.000000 Penalty: 5345.389648
	Iteration 31Q: 3 clusters Score -8936228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8936239.000000 Penalty: 5345.389648
	Iteration 32Q: 3 clusters Score -8936239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8936239.000000 Penalty: 5345.389648
	Iteration 33Q: 3 clusters Score -8936239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5345.389648
	Iteration 34Q: 3 clusters Score -8936244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8936238.000000 Penalty: 5345.389648
	Iteration 35Q: 3 clusters Score -8936238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8936230.000000 Penalty: 5345.389648
	Iteration 36Q: 3 clusters Score -8936230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8936243.000000 Penalty: 5345.389648
	Iteration 37Q: 3 clusters Score -8936243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8936246.000000 Penalty: 5345.389648
	Iteration 38Q: 3 clusters Score -8936246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8936249.000000 Penalty: 5345.389648
	Iteration 39Q: 3 clusters Score -8936249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8936240.000000 Penalty: 5345.389648
	Iteration 40F: 3 clusters Score -8936240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8936245.000000 Penalty: 5345.389648
	Iteration 41Q: 3 clusters Score -8936245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8936249.000000 Penalty: 5345.389648
	Iteration 42Q: 3 clusters Score -8936249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8936255.000000 Penalty: 5345.389648
	Iteration 43Q: 3 clusters Score -8936255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8936252.000000 Penalty: 5345.389648
	Iteration 44Q: 3 clusters Score -8936252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8936245.000000 Penalty: 5345.389648
	Iteration 45Q: 3 clusters Score -8936245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8936242.000000 Penalty: 5345.389648
	Iteration 46Q: 3 clusters Score -8936242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8936243.000000 Penalty: 5345.389648
	Iteration 47Q: 3 clusters Score -8936243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8936249.000000 Penalty: 5345.389648
	Iteration 48Q: 3 clusters Score -8936249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8936249.000000 Penalty: 5345.389648
	Iteration 49Q: 3 clusters Score -8936249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8936252.000000 Penalty: 5345.389648
	Iteration 50Q: 3 clusters Score -8936252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8936253.000000 Penalty: 5345.389648
	Iteration 51Q: 3 clusters Score -8936253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8936255.000000 Penalty: 5345.389648
	Iteration 52Q: 3 clusters Score -8936255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5345.389648
	Iteration 53Q: 3 clusters Score -8936244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8936247.000000 Penalty: 5345.389648
	Iteration 54Q: 3 clusters Score -8936247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -8936243.000000 Penalty: 5345.389648
	Iteration 55Q: 3 clusters Score -8936243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5345.389648
	Iteration 56Q: 3 clusters Score -8936244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5345.389648
	Iteration 57Q: 3 clusters Score -8936244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8936244.000000 Penalty: 5345.389648
	Iteration 58F: 3 clusters Score -8936244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (52780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Entering Unmasked Estep 
Score: -9932985.000000 Penalty: 2696.724121
	Iteration 0F: 2 clusters Score -9932985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -9902863.000000 Penalty: 5393.448242
	Iteration 0F: 3 clusters Score -9902863 nChanged 24436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -9916432.000000 Penalty: 5393.448242
	Iteration 1F: 3 clusters Score -9916432 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -9916929.000000 Penalty: 5393.448242
	Iteration 2Q: 3 clusters Score -9916929 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -9917412.000000 Penalty: 5393.448242
	Iteration 3Q: 3 clusters Score -9917412 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9917867.000000 Penalty: 5393.448242
	Iteration 4Q: 3 clusters Score -9917867 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -9918492.000000 Penalty: 5393.448242
	Iteration 5Q: 3 clusters Score -9918492 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -9919345.000000 Penalty: 5393.448242
	Iteration 6Q: 3 clusters Score -9919345 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9920533.000000 Penalty: 5393.448242
	Iteration 7Q: 3 clusters Score -9920533 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -9922101.000000 Penalty: 5393.448242
	Iteration 8Q: 3 clusters Score -9922101 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -9924103.000000 Penalty: 5393.448242
	Iteration 9F: 3 clusters Score -9924103 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -9925972.000000 Penalty: 5393.448242
	Iteration 10F: 3 clusters Score -9925972 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -9927694.000000 Penalty: 5393.448242
	Iteration 11Q: 3 clusters Score -9927694 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -9928963.000000 Penalty: 5393.448242
	Iteration 12Q: 3 clusters Score -9928963 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -9929765.000000 Penalty: 5393.448242
	Iteration 13Q: 3 clusters Score -9929765 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -9930356.000000 Penalty: 5393.448242
	Iteration 14Q: 3 clusters Score -9930356 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -9930697.000000 Penalty: 5393.448242
	Iteration 15Q: 3 clusters Score -9930697 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -9930951.000000 Penalty: 5393.448242
	Iteration 16Q: 3 clusters Score -9930951 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -9931246.000000 Penalty: 5393.448242
	Iteration 17Q: 3 clusters Score -9931246 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -9931442.000000 Penalty: 5393.448242
	Iteration 18Q: 3 clusters Score -9931442 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -9931542.000000 Penalty: 5393.448242
	Iteration 19Q: 3 clusters Score -9931542 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -9931620.000000 Penalty: 5393.448242
	Iteration 20F: 3 clusters Score -9931620 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -9931693.000000 Penalty: 5393.448242
	Iteration 21Q: 3 clusters Score -9931693 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -9931720.000000 Penalty: 5393.448242
	Iteration 22Q: 3 clusters Score -9931720 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -9931722.000000 Penalty: 5393.448242
	Iteration 23Q: 3 clusters Score -9931722 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -9931729.000000 Penalty: 5393.448242
	Iteration 24Q: 3 clusters Score -9931729 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9931722.000000 Penalty: 5393.448242
	Iteration 25Q: 3 clusters Score -9931722 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -9931727.000000 Penalty: 5393.448242
	Iteration 26Q: 3 clusters Score -9931727 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9931714.000000 Penalty: 5393.448242
	Iteration 27Q: 3 clusters Score -9931714 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9931699.000000 Penalty: 5393.448242
	Iteration 28Q: 3 clusters Score -9931699 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9931701.000000 Penalty: 5393.448242
	Iteration 29Q: 3 clusters Score -9931701 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -9931705.000000 Penalty: 5393.448242
	Iteration 30Q: 3 clusters Score -9931705 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -9931692.000000 Penalty: 5393.448242
	Iteration 31Q: 3 clusters Score -9931692 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9931670.000000 Penalty: 5393.448242
	Iteration 32Q: 3 clusters Score -9931670 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -9931646.000000 Penalty: 5393.448242
	Iteration 33Q: 3 clusters Score -9931646 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -9931647.000000 Penalty: 5393.448242
	Iteration 34Q: 3 clusters Score -9931647 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50524 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -9931632.000000 Penalty: 5393.448242
	Iteration 35Q: 3 clusters Score -9931632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9931625.000000 Penalty: 5393.448242
	Iteration 36Q: 3 clusters Score -9931625 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9931629.000000 Penalty: 5393.448242
	Iteration 37Q: 3 clusters Score -9931629 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9931636.000000 Penalty: 5393.448242
	Iteration 38Q: 3 clusters Score -9931636 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9931620.000000 Penalty: 5393.448242
	Iteration 39Q: 3 clusters Score -9931620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9931613.000000 Penalty: 5393.448242
	Iteration 40F: 3 clusters Score -9931613 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9931629.000000 Penalty: 5393.448242
	Iteration 41Q: 3 clusters Score -9931629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9931642.000000 Penalty: 5393.448242
	Iteration 42Q: 3 clusters Score -9931642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9931630.000000 Penalty: 5393.448242
	Iteration 43Q: 3 clusters Score -9931630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 5393.448242
	Iteration 44Q: 3 clusters Score -9931631 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9931629.000000 Penalty: 5393.448242
	Iteration 45Q: 3 clusters Score -9931629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9931652.000000 Penalty: 5393.448242
	Iteration 46Q: 3 clusters Score -9931652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9931629.000000 Penalty: 5393.448242
	Iteration 47Q: 3 clusters Score -9931629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9931641.000000 Penalty: 5393.448242
	Iteration 48Q: 3 clusters Score -9931641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9931640.000000 Penalty: 5393.448242
	Iteration 49Q: 3 clusters Score -9931640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9931641.000000 Penalty: 5393.448242
	Iteration 50Q: 3 clusters Score -9931641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9931630.000000 Penalty: 5393.448242
	Iteration 51Q: 3 clusters Score -9931630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 5393.448242
	Iteration 52Q: 3 clusters Score -9931631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9931627.000000 Penalty: 5393.448242
	Iteration 53Q: 3 clusters Score -9931627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9931616.000000 Penalty: 5393.448242
	Iteration 54Q: 3 clusters Score -9931616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9931624.000000 Penalty: 5393.448242
	Iteration 55Q: 3 clusters Score -9931624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9931636.000000 Penalty: 5393.448242
	Iteration 56Q: 3 clusters Score -9931636 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -9931625.000000 Penalty: 5393.448242
	Iteration 57Q: 3 clusters Score -9931625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9931599.000000 Penalty: 5393.448242
	Iteration 58Q: 3 clusters Score -9931599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9931609.000000 Penalty: 5393.448242
	Iteration 59Q: 3 clusters Score -9931609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9931622.000000 Penalty: 5393.448242
	Iteration 60F: 3 clusters Score -9931622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9931614.000000 Penalty: 5393.448242
	Iteration 61Q: 3 clusters Score -9931614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9931614.000000 Penalty: 5393.448242
	Iteration 62Q: 3 clusters Score -9931614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9931610.000000 Penalty: 5393.448242
	Iteration 63Q: 3 clusters Score -9931610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9931621.000000 Penalty: 5393.448242
	Iteration 64Q: 3 clusters Score -9931621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9931610.000000 Penalty: 5393.448242
	Iteration 65Q: 3 clusters Score -9931610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9931616.000000 Penalty: 5393.448242
	Iteration 66Q: 3 clusters Score -9931616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9931619.000000 Penalty: 5393.448242
	Iteration 67Q: 3 clusters Score -9931619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -9931614.000000 Penalty: 5393.448242
	Iteration 68Q: 3 clusters Score -9931614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9931627.000000 Penalty: 5393.448242
	Iteration 69Q: 3 clusters Score -9931627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51311 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9931626.000000 Penalty: 5393.448242
	Iteration 70Q: 3 clusters Score -9931626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9931630.000000 Penalty: 5393.448242
	Iteration 71Q: 3 clusters Score -9931630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51320 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9931633.000000 Penalty: 5393.448242
	Iteration 72Q: 3 clusters Score -9931633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9931624.000000 Penalty: 5393.448242
	Iteration 73Q: 3 clusters Score -9931624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9931623.000000 Penalty: 5393.448242
	Iteration 74Q: 3 clusters Score -9931623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9931623.000000 Penalty: 5393.448242
	Iteration 75Q: 3 clusters Score -9931623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51345 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9931615.000000 Penalty: 5393.448242
	Iteration 76Q: 3 clusters Score -9931615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -9931612.000000 Penalty: 5393.448242
	Iteration 77Q: 3 clusters Score -9931612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9931608.000000 Penalty: 5393.448242
	Iteration 78Q: 3 clusters Score -9931608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9931614.000000 Penalty: 5393.448242
	Iteration 79Q: 3 clusters Score -9931614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9931615.000000 Penalty: 5393.448242
	Iteration 80F: 3 clusters Score -9931615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -9931619.000000 Penalty: 5393.448242
	Iteration 81Q: 3 clusters Score -9931619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9931628.000000 Penalty: 5393.448242
	Iteration 82Q: 3 clusters Score -9931628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9931620.000000 Penalty: 5393.448242
	Iteration 83Q: 3 clusters Score -9931620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9931621.000000 Penalty: 5393.448242
	Iteration 84Q: 3 clusters Score -9931621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 5393.448242
	Iteration 85Q: 3 clusters Score -9931631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51396 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9931622.000000 Penalty: 5393.448242
	Iteration 86Q: 3 clusters Score -9931622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9931628.000000 Penalty: 5393.448242
	Iteration 87Q: 3 clusters Score -9931628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9931626.000000 Penalty: 5393.448242
	Iteration 88Q: 3 clusters Score -9931626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51405 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9931634.000000 Penalty: 5393.448242
	Iteration 89Q: 3 clusters Score -9931634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51406 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9931631.000000 Penalty: 5393.448242
	Iteration 90Q: 3 clusters Score -9931631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9931634.000000 Penalty: 5393.448242
	Iteration 91Q: 3 clusters Score -9931634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9931627.000000 Penalty: 5393.448242
	Iteration 92Q: 3 clusters Score -9931627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9931627.000000 Penalty: 5393.448242
	Iteration 93F: 3 clusters Score -9931627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Entering Unmasked Estep 
Score: -1467353.875000 Penalty: 2226.676514
	Iteration 0F: 2 clusters Score -1467354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1461052.500000 Penalty: 4453.353027
	Iteration 0F: 3 clusters Score -1461052 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1462739.250000 Penalty: 4453.353027
	Iteration 1F: 3 clusters Score -1462739 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1463024.125000 Penalty: 4453.353027
	Iteration 2F: 3 clusters Score -1463024 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1463207.500000 Penalty: 4453.353027
	Iteration 3F: 3 clusters Score -1463208 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1463350.625000 Penalty: 4453.353027
	Iteration 4Q: 3 clusters Score -1463351 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1463479.000000 Penalty: 4453.353027
	Iteration 5Q: 3 clusters Score -1463479 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1463598.375000 Penalty: 4453.353027
	Iteration 6Q: 3 clusters Score -1463598 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1463703.375000 Penalty: 4453.353027
	Iteration 7Q: 3 clusters Score -1463703 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1463802.875000 Penalty: 4453.353027
	Iteration 8Q: 3 clusters Score -1463803 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1463896.125000 Penalty: 4453.353027
	Iteration 9Q: 3 clusters Score -1463896 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1463976.750000 Penalty: 4453.353027
	Iteration 10Q: 3 clusters Score -1463977 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1464042.875000 Penalty: 4453.353027
	Iteration 11Q: 3 clusters Score -1464043 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1464099.500000 Penalty: 4453.353027
	Iteration 12Q: 3 clusters Score -1464100 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1464152.750000 Penalty: 4453.353027
	Iteration 13Q: 3 clusters Score -1464153 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1464206.625000 Penalty: 4453.353027
	Iteration 14Q: 3 clusters Score -1464207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1464259.750000 Penalty: 4453.353027
	Iteration 15Q: 3 clusters Score -1464260 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1464314.500000 Penalty: 4453.353027
	Iteration 16Q: 3 clusters Score -1464314 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1464356.250000 Penalty: 4453.353027
	Iteration 17Q: 3 clusters Score -1464356 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1464403.000000 Penalty: 4453.353027
	Iteration 18Q: 3 clusters Score -1464403 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1464445.000000 Penalty: 4453.353027
	Iteration 19Q: 3 clusters Score -1464445 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1464487.500000 Penalty: 4453.353027
	Iteration 20F: 3 clusters Score -1464488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1464531.500000 Penalty: 4453.353027
	Iteration 21Q: 3 clusters Score -1464532 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1464585.750000 Penalty: 4453.353027
	Iteration 22Q: 3 clusters Score -1464586 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1464630.375000 Penalty: 4453.353027
	Iteration 23Q: 3 clusters Score -1464630 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1464668.250000 Penalty: 4453.353027
	Iteration 24Q: 3 clusters Score -1464668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1464707.125000 Penalty: 4453.353027
	Iteration 25Q: 3 clusters Score -1464707 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1464733.375000 Penalty: 4453.353027
	Iteration 26Q: 3 clusters Score -1464733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1464761.500000 Penalty: 4453.353027
	Iteration 27Q: 3 clusters Score -1464762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1464775.625000 Penalty: 4453.353027
	Iteration 28Q: 3 clusters Score -1464776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1464790.500000 Penalty: 4453.353027
	Iteration 29Q: 3 clusters Score -1464790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1464799.125000 Penalty: 4453.353027
	Iteration 30Q: 3 clusters Score -1464799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1464811.250000 Penalty: 4453.353027
	Iteration 31Q: 3 clusters Score -1464811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1464822.250000 Penalty: 4453.353027
	Iteration 32Q: 3 clusters Score -1464822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1464832.625000 Penalty: 4453.353027
	Iteration 33Q: 3 clusters Score -1464833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1464843.625000 Penalty: 4453.353027
	Iteration 34Q: 3 clusters Score -1464844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1464852.125000 Penalty: 4453.353027
	Iteration 35Q: 3 clusters Score -1464852 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1464862.125000 Penalty: 4453.353027
	Iteration 36Q: 3 clusters Score -1464862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1464868.875000 Penalty: 4453.353027
	Iteration 37Q: 3 clusters Score -1464869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1464874.125000 Penalty: 4453.353027
	Iteration 38Q: 3 clusters Score -1464874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1464883.375000 Penalty: 4453.353027
	Iteration 39Q: 3 clusters Score -1464883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1464894.500000 Penalty: 4453.353027
	Iteration 40F: 3 clusters Score -1464894 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1464911.750000 Penalty: 4453.353027
	Iteration 41Q: 3 clusters Score -1464912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1464929.250000 Penalty: 4453.353027
	Iteration 42Q: 3 clusters Score -1464929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1464941.875000 Penalty: 4453.353027
	Iteration 43Q: 3 clusters Score -1464942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1464951.375000 Penalty: 4453.353027
	Iteration 44Q: 3 clusters Score -1464951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1464959.625000 Penalty: 4453.353027
	Iteration 45Q: 3 clusters Score -1464960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1464970.250000 Penalty: 4453.353027
	Iteration 46Q: 3 clusters Score -1464970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1464973.750000 Penalty: 4453.353027
	Iteration 47Q: 3 clusters Score -1464974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1464977.000000 Penalty: 4453.353027
	Iteration 48Q: 3 clusters Score -1464977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1464980.375000 Penalty: 4453.353027
	Iteration 49Q: 3 clusters Score -1464980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1464989.250000 Penalty: 4453.353027
	Iteration 50Q: 3 clusters Score -1464989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1464993.375000 Penalty: 4453.353027
	Iteration 51Q: 3 clusters Score -1464993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1464999.500000 Penalty: 4453.353027
	Iteration 52Q: 3 clusters Score -1465000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1465005.750000 Penalty: 4453.353027
	Iteration 53Q: 3 clusters Score -1465006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1465007.875000 Penalty: 4453.353027
	Iteration 54Q: 3 clusters Score -1465008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1465010.500000 Penalty: 4453.353027
	Iteration 55Q: 3 clusters Score -1465010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1465012.750000 Penalty: 4453.353027
	Iteration 56Q: 3 clusters Score -1465013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1465013.750000 Penalty: 4453.353027
	Iteration 57Q: 3 clusters Score -1465014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1465018.375000 Penalty: 4453.353027
	Iteration 58Q: 3 clusters Score -1465018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1465019.250000 Penalty: 4453.353027
	Iteration 59Q: 3 clusters Score -1465019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1465020.750000 Penalty: 4453.353027
	Iteration 60F: 3 clusters Score -1465021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1465023.375000 Penalty: 4453.353027
	Iteration 61Q: 3 clusters Score -1465023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1465027.500000 Penalty: 4453.353027
	Iteration 62Q: 3 clusters Score -1465028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1465029.500000 Penalty: 4453.353027
	Iteration 63Q: 3 clusters Score -1465030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1465034.375000 Penalty: 4453.353027
	Iteration 64Q: 3 clusters Score -1465034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1465035.375000 Penalty: 4453.353027
	Iteration 65Q: 3 clusters Score -1465035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1465038.500000 Penalty: 4453.353027
	Iteration 66Q: 3 clusters Score -1465038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1465042.250000 Penalty: 4453.353027
	Iteration 67Q: 3 clusters Score -1465042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1465040.875000 Penalty: 4453.353027
	Iteration 68Q: 3 clusters Score -1465041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1465040.250000 Penalty: 4453.353027
	Iteration 69Q: 3 clusters Score -1465040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1465044.000000 Penalty: 4453.353027
	Iteration 70Q: 3 clusters Score -1465044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1465048.375000 Penalty: 4453.353027
	Iteration 71Q: 3 clusters Score -1465048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1465049.875000 Penalty: 4453.353027
	Iteration 72Q: 3 clusters Score -1465050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1465049.375000 Penalty: 4453.353027
	Iteration 73Q: 3 clusters Score -1465049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1465052.750000 Penalty: 4453.353027
	Iteration 74Q: 3 clusters Score -1465053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1465055.375000 Penalty: 4453.353027
	Iteration 75Q: 3 clusters Score -1465055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1465055.375000 Penalty: 4453.353027
	Iteration 76Q: 3 clusters Score -1465055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1465057.500000 Penalty: 4453.353027
	Iteration 77Q: 3 clusters Score -1465058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1465059.875000 Penalty: 4453.353027
	Iteration 78Q: 3 clusters Score -1465060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1465060.125000 Penalty: 4453.353027
	Iteration 79Q: 3 clusters Score -1465060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1465059.625000 Penalty: 4453.353027
	Iteration 80F: 3 clusters Score -1465060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1465062.125000 Penalty: 4453.353027
	Iteration 81Q: 3 clusters Score -1465062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1465064.125000 Penalty: 4453.353027
	Iteration 82Q: 3 clusters Score -1465064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1465066.000000 Penalty: 4453.353027
	Iteration 83Q: 3 clusters Score -1465066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1465069.375000 Penalty: 4453.353027
	Iteration 84Q: 3 clusters Score -1465069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1465071.625000 Penalty: 4453.353027
	Iteration 85Q: 3 clusters Score -1465072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1465074.500000 Penalty: 4453.353027
	Iteration 86Q: 3 clusters Score -1465074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1465073.000000 Penalty: 4453.353027
	Iteration 87Q: 3 clusters Score -1465073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1465075.125000 Penalty: 4453.353027
	Iteration 88Q: 3 clusters Score -1465075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1465079.250000 Penalty: 4453.353027
	Iteration 89Q: 3 clusters Score -1465079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1465083.875000 Penalty: 4453.353027
	Iteration 90Q: 3 clusters Score -1465084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1465094.625000 Penalty: 4453.353027
	Iteration 91Q: 3 clusters Score -1465095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1465104.375000 Penalty: 4453.353027
	Iteration 92Q: 3 clusters Score -1465104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1465105.625000 Penalty: 4453.353027
	Iteration 93Q: 3 clusters Score -1465106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1465115.250000 Penalty: 4453.353027
	Iteration 94Q: 3 clusters Score -1465115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1465120.250000 Penalty: 4453.353027
	Iteration 95Q: 3 clusters Score -1465120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1465126.750000 Penalty: 4453.353027
	Iteration 96Q: 3 clusters Score -1465127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1465130.750000 Penalty: 4453.353027
	Iteration 97Q: 3 clusters Score -1465131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1465139.500000 Penalty: 4453.353027
	Iteration 98Q: 3 clusters Score -1465140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1465143.375000 Penalty: 4453.353027
	Iteration 99Q: 3 clusters Score -1465143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1465147.750000 Penalty: 4453.353027
	Iteration 100F: 3 clusters Score -1465148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1465156.500000 Penalty: 4453.353027
	Iteration 101Q: 3 clusters Score -1465156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1465153.875000 Penalty: 4453.353027
	Iteration 102Q: 3 clusters Score -1465154 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1465156.750000 Penalty: 4453.353027
	Iteration 103Q: 3 clusters Score -1465157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1465163.625000 Penalty: 4453.353027
	Iteration 104Q: 3 clusters Score -1465164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1465165.125000 Penalty: 4453.353027
	Iteration 105Q: 3 clusters Score -1465165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1465167.625000 Penalty: 4453.353027
	Iteration 106Q: 3 clusters Score -1465168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1465170.000000 Penalty: 4453.353027
	Iteration 107Q: 3 clusters Score -1465170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1465174.875000 Penalty: 4453.353027
	Iteration 108Q: 3 clusters Score -1465175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1465178.875000 Penalty: 4453.353027
	Iteration 109Q: 3 clusters Score -1465179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1465178.750000 Penalty: 4453.353027
	Iteration 110Q: 3 clusters Score -1465179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1465184.750000 Penalty: 4453.353027
	Iteration 111Q: 3 clusters Score -1465185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1465192.750000 Penalty: 4453.353027
	Iteration 112Q: 3 clusters Score -1465193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1465200.250000 Penalty: 4453.353027
	Iteration 113Q: 3 clusters Score -1465200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1465215.125000 Penalty: 4453.353027
	Iteration 114Q: 3 clusters Score -1465215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1465217.125000 Penalty: 4453.353027
	Iteration 115Q: 3 clusters Score -1465217 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1465228.875000 Penalty: 4453.353027
	Iteration 116Q: 3 clusters Score -1465229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1465240.125000 Penalty: 4453.353027
	Iteration 117Q: 3 clusters Score -1465240 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1465247.125000 Penalty: 4453.353027
	Iteration 118Q: 3 clusters Score -1465247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1465257.250000 Penalty: 4453.353027
	Iteration 119Q: 3 clusters Score -1465257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1465268.625000 Penalty: 4453.353027
	Iteration 120F: 3 clusters Score -1465269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1465284.750000 Penalty: 4453.353027
	Iteration 121Q: 3 clusters Score -1465285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1465297.250000 Penalty: 4453.353027
	Iteration 122Q: 3 clusters Score -1465297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1465311.750000 Penalty: 4453.353027
	Iteration 123Q: 3 clusters Score -1465312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1465328.250000 Penalty: 4453.353027
	Iteration 124Q: 3 clusters Score -1465328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1465337.125000 Penalty: 4453.353027
	Iteration 125Q: 3 clusters Score -1465337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1465349.750000 Penalty: 4453.353027
	Iteration 126Q: 3 clusters Score -1465350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1465356.625000 Penalty: 4453.353027
	Iteration 127Q: 3 clusters Score -1465357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1465363.375000 Penalty: 4453.353027
	Iteration 128Q: 3 clusters Score -1465363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1465374.125000 Penalty: 4453.353027
	Iteration 129Q: 3 clusters Score -1465374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1465381.000000 Penalty: 4453.353027
	Iteration 130Q: 3 clusters Score -1465381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1465395.250000 Penalty: 4453.353027
	Iteration 131Q: 3 clusters Score -1465395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1465416.750000 Penalty: 4453.353027
	Iteration 132Q: 3 clusters Score -1465417 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1465430.750000 Penalty: 4453.353027
	Iteration 133Q: 3 clusters Score -1465431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1465452.500000 Penalty: 4453.353027
	Iteration 134Q: 3 clusters Score -1465452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1465467.125000 Penalty: 4453.353027
	Iteration 135Q: 3 clusters Score -1465467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1465479.250000 Penalty: 4453.353027
	Iteration 136Q: 3 clusters Score -1465479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1465495.375000 Penalty: 4453.353027
	Iteration 137Q: 3 clusters Score -1465495 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1465503.125000 Penalty: 4453.353027
	Iteration 138Q: 3 clusters Score -1465503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1465512.125000 Penalty: 4453.353027
	Iteration 139Q: 3 clusters Score -1465512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1465519.500000 Penalty: 4453.353027
	Iteration 140F: 3 clusters Score -1465520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1465525.375000 Penalty: 4453.353027
	Iteration 141Q: 3 clusters Score -1465525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1465531.000000 Penalty: 4453.353027
	Iteration 142Q: 3 clusters Score -1465531 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1465542.000000 Penalty: 4453.353027
	Iteration 143Q: 3 clusters Score -1465542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1465543.000000 Penalty: 4453.353027
	Iteration 144Q: 3 clusters Score -1465543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1465552.500000 Penalty: 4453.353027
	Iteration 145Q: 3 clusters Score -1465552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1465552.875000 Penalty: 4453.353027
	Iteration 146Q: 3 clusters Score -1465553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1465554.125000 Penalty: 4453.353027
	Iteration 147Q: 3 clusters Score -1465554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1465558.750000 Penalty: 4453.353027
	Iteration 148Q: 3 clusters Score -1465559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1465564.125000 Penalty: 4453.353027
	Iteration 149Q: 3 clusters Score -1465564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1465569.125000 Penalty: 4453.353027
	Iteration 150Q: 3 clusters Score -1465569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1465574.750000 Penalty: 4453.353027
	Iteration 151Q: 3 clusters Score -1465575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1465578.375000 Penalty: 4453.353027
	Iteration 152Q: 3 clusters Score -1465578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1465586.250000 Penalty: 4453.353027
	Iteration 153Q: 3 clusters Score -1465586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1465590.500000 Penalty: 4453.353027
	Iteration 154Q: 3 clusters Score -1465590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1465592.375000 Penalty: 4453.353027
	Iteration 155Q: 3 clusters Score -1465592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1465595.750000 Penalty: 4453.353027
	Iteration 156Q: 3 clusters Score -1465596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1465598.250000 Penalty: 4453.353027
	Iteration 157Q: 3 clusters Score -1465598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1465597.750000 Penalty: 4453.353027
	Iteration 158Q: 3 clusters Score -1465598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1465598.250000 Penalty: 4453.353027
	Iteration 159Q: 3 clusters Score -1465598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1465599.625000 Penalty: 4453.353027
	Iteration 160F: 3 clusters Score -1465600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -196137.531250 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -196137.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194088.906250 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -194088.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -194587.609375 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -194587.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -194879.703125 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -194879.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195048.671875 Penalty: 3521.204102
	Iteration 3F: 3 clusters Score -195048.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -195147.437500 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -195147.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -195217.062500 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -195217.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -195258.703125 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -195258.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -195297.109375 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -195297.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -195330.921875 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -195330.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -195359.671875 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -195359.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -195386.671875 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -195386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -195393.796875 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -195393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -195396.187500 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -195396.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -195397.812500 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -195397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -195398.015625 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -195398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -195398.015625 Penalty: 3521.204102
	Iteration 15F: 3 clusters Score -195398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Entering Unmasked Estep 
Score: -8329757.500000 Penalty: 2654.593994
	Iteration 0F: 2 clusters Score -8329758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8300575.000000 Penalty: 5309.187988
	Iteration 0F: 3 clusters Score -8300575 nChanged 20575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -8312208.000000 Penalty: 5309.187988
	Iteration 1F: 3 clusters Score -8312208 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8313249.000000 Penalty: 5309.187988
	Iteration 2Q: 3 clusters Score -8313249 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -8314563.000000 Penalty: 5309.187988
	Iteration 3F: 3 clusters Score -8314563 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8316083.500000 Penalty: 5309.187988
	Iteration 4F: 3 clusters Score -8316084 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -8317932.500000 Penalty: 5309.187988
	Iteration 5F: 3 clusters Score -8317932 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -8320246.500000 Penalty: 5309.187988
	Iteration 6F: 3 clusters Score -8320246 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8322664.500000 Penalty: 5309.187988
	Iteration 7F: 3 clusters Score -8322664 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -8324298.000000 Penalty: 5309.187988
	Iteration 8F: 3 clusters Score -8324298 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8325264.500000 Penalty: 5309.187988
	Iteration 9Q: 3 clusters Score -8325264 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8325897.000000 Penalty: 5309.187988
	Iteration 10Q: 3 clusters Score -8325897 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -8326342.500000 Penalty: 5309.187988
	Iteration 11Q: 3 clusters Score -8326342 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8326728.000000 Penalty: 5309.187988
	Iteration 12Q: 3 clusters Score -8326728 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -8326976.500000 Penalty: 5309.187988
	Iteration 13Q: 3 clusters Score -8326976 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -8327176.500000 Penalty: 5309.187988
	Iteration 14Q: 3 clusters Score -8327176 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -8327298.000000 Penalty: 5309.187988
	Iteration 15Q: 3 clusters Score -8327298 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -8327419.000000 Penalty: 5309.187988
	Iteration 16Q: 3 clusters Score -8327419 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -8327483.000000 Penalty: 5309.187988
	Iteration 17Q: 3 clusters Score -8327483 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -8327567.000000 Penalty: 5309.187988
	Iteration 18Q: 3 clusters Score -8327567 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -8327635.500000 Penalty: 5309.187988
	Iteration 19Q: 3 clusters Score -8327636 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8327691.000000 Penalty: 5309.187988
	Iteration 20F: 3 clusters Score -8327691 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -8327753.000000 Penalty: 5309.187988
	Iteration 21Q: 3 clusters Score -8327753 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -8327808.000000 Penalty: 5309.187988
	Iteration 22Q: 3 clusters Score -8327808 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8327811.500000 Penalty: 5309.187988
	Iteration 23Q: 3 clusters Score -8327812 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -8327841.000000 Penalty: 5309.187988
	Iteration 24Q: 3 clusters Score -8327841 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -8327870.500000 Penalty: 5309.187988
	Iteration 25Q: 3 clusters Score -8327870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -8327908.500000 Penalty: 5309.187988
	Iteration 26Q: 3 clusters Score -8327908 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -8327953.500000 Penalty: 5309.187988
	Iteration 27Q: 3 clusters Score -8327954 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -8328011.500000 Penalty: 5309.187988
	Iteration 28Q: 3 clusters Score -8328012 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -8328060.500000 Penalty: 5309.187988
	Iteration 29Q: 3 clusters Score -8328060 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -8328124.000000 Penalty: 5309.187988
	Iteration 30Q: 3 clusters Score -8328124 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -8328168.000000 Penalty: 5309.187988
	Iteration 31Q: 3 clusters Score -8328168 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -8328220.000000 Penalty: 5309.187988
	Iteration 32Q: 3 clusters Score -8328220 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8328251.500000 Penalty: 5309.187988
	Iteration 33Q: 3 clusters Score -8328252 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8328282.500000 Penalty: 5309.187988
	Iteration 34Q: 3 clusters Score -8328282 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8328308.000000 Penalty: 5309.187988
	Iteration 35Q: 3 clusters Score -8328308 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -8328322.500000 Penalty: 5309.187988
	Iteration 36Q: 3 clusters Score -8328322 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -8328344.000000 Penalty: 5309.187988
	Iteration 37Q: 3 clusters Score -8328344 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -8328350.500000 Penalty: 5309.187988
	Iteration 38Q: 3 clusters Score -8328350 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -8328338.500000 Penalty: 5309.187988
	Iteration 39Q: 3 clusters Score -8328338 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -8328337.500000 Penalty: 5309.187988
	Iteration 40F: 3 clusters Score -8328338 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -8328364.500000 Penalty: 5309.187988
	Iteration 41Q: 3 clusters Score -8328364 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8328361.500000 Penalty: 5309.187988
	Iteration 42Q: 3 clusters Score -8328362 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8328345.000000 Penalty: 5309.187988
	Iteration 43Q: 3 clusters Score -8328345 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8328342.500000 Penalty: 5309.187988
	Iteration 44Q: 3 clusters Score -8328342 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8328354.000000 Penalty: 5309.187988
	Iteration 45Q: 3 clusters Score -8328354 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8328327.000000 Penalty: 5309.187988
	Iteration 46Q: 3 clusters Score -8328327 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8328364.500000 Penalty: 5309.187988
	Iteration 47Q: 3 clusters Score -8328364 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -8328371.000000 Penalty: 5309.187988
	Iteration 48Q: 3 clusters Score -8328371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8328406.500000 Penalty: 5309.187988
	Iteration 49Q: 3 clusters Score -8328406 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8328388.500000 Penalty: 5309.187988
	Iteration 50Q: 3 clusters Score -8328388 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8328392.000000 Penalty: 5309.187988
	Iteration 51Q: 3 clusters Score -8328392 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8328396.500000 Penalty: 5309.187988
	Iteration 52Q: 3 clusters Score -8328396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8328402.000000 Penalty: 5309.187988
	Iteration 53Q: 3 clusters Score -8328402 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8328394.500000 Penalty: 5309.187988
	Iteration 54Q: 3 clusters Score -8328394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8328397.500000 Penalty: 5309.187988
	Iteration 55Q: 3 clusters Score -8328398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8328377.500000 Penalty: 5309.187988
	Iteration 56Q: 3 clusters Score -8328378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8328385.000000 Penalty: 5309.187988
	Iteration 57Q: 3 clusters Score -8328385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8328395.000000 Penalty: 5309.187988
	Iteration 58Q: 3 clusters Score -8328395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8328380.000000 Penalty: 5309.187988
	Iteration 59Q: 3 clusters Score -8328380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8328388.000000 Penalty: 5309.187988
	Iteration 60F: 3 clusters Score -8328388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -8328387.000000 Penalty: 5309.187988
	Iteration 61Q: 3 clusters Score -8328387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8328379.000000 Penalty: 5309.187988
	Iteration 62Q: 3 clusters Score -8328379 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8328384.500000 Penalty: 5309.187988
	Iteration 63Q: 3 clusters Score -8328384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8328388.500000 Penalty: 5309.187988
	Iteration 64Q: 3 clusters Score -8328388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8328399.000000 Penalty: 5309.187988
	Iteration 65Q: 3 clusters Score -8328399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8328393.500000 Penalty: 5309.187988
	Iteration 66Q: 3 clusters Score -8328394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8328384.500000 Penalty: 5309.187988
	Iteration 67Q: 3 clusters Score -8328384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8328388.000000 Penalty: 5309.187988
	Iteration 68Q: 3 clusters Score -8328388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8328380.000000 Penalty: 5309.187988
	Iteration 69Q: 3 clusters Score -8328380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8328378.500000 Penalty: 5309.187988
	Iteration 70Q: 3 clusters Score -8328378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8328379.000000 Penalty: 5309.187988
	Iteration 71Q: 3 clusters Score -8328379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8328387.000000 Penalty: 5309.187988
	Iteration 72Q: 3 clusters Score -8328387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8328388.000000 Penalty: 5309.187988
	Iteration 73Q: 3 clusters Score -8328388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8328385.500000 Penalty: 5309.187988
	Iteration 74Q: 3 clusters Score -8328386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8328383.500000 Penalty: 5309.187988
	Iteration 75Q: 3 clusters Score -8328384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8328377.500000 Penalty: 5309.187988
	Iteration 76Q: 3 clusters Score -8328378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8328377.000000 Penalty: 5309.187988
	Iteration 77Q: 3 clusters Score -8328377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8328371.500000 Penalty: 5309.187988
	Iteration 78Q: 3 clusters Score -8328372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8328367.500000 Penalty: 5309.187988
	Iteration 79Q: 3 clusters Score -8328368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8328368.500000 Penalty: 5309.187988
	Iteration 80F: 3 clusters Score -8328368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8328367.500000 Penalty: 5309.187988
	Iteration 81Q: 3 clusters Score -8328368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8328377.000000 Penalty: 5309.187988
	Iteration 82Q: 3 clusters Score -8328377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8328378.500000 Penalty: 5309.187988
	Iteration 83Q: 3 clusters Score -8328378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8328382.000000 Penalty: 5309.187988
	Iteration 84Q: 3 clusters Score -8328382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8328390.500000 Penalty: 5309.187988
	Iteration 85Q: 3 clusters Score -8328390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -8328378.500000 Penalty: 5309.187988
	Iteration 86Q: 3 clusters Score -8328378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8328374.500000 Penalty: 5309.187988
	Iteration 87Q: 3 clusters Score -8328374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8328377.500000 Penalty: 5309.187988
	Iteration 88Q: 3 clusters Score -8328378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8328380.000000 Penalty: 5309.187988
	Iteration 89Q: 3 clusters Score -8328380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8328377.500000 Penalty: 5309.187988
	Iteration 90Q: 3 clusters Score -8328378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8328380.000000 Penalty: 5309.187988
	Iteration 91Q: 3 clusters Score -8328380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8328381.500000 Penalty: 5309.187988
	Iteration 92Q: 3 clusters Score -8328382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8328386.500000 Penalty: 5309.187988
	Iteration 93Q: 3 clusters Score -8328386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8328385.500000 Penalty: 5309.187988
	Iteration 94Q: 3 clusters Score -8328386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8328389.500000 Penalty: 5309.187988
	Iteration 95Q: 3 clusters Score -8328390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8328380.500000 Penalty: 5309.187988
	Iteration 96Q: 3 clusters Score -8328380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8328374.000000 Penalty: 5309.187988
	Iteration 97Q: 3 clusters Score -8328374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8328374.000000 Penalty: 5309.187988
	Iteration 98F: 3 clusters Score -8328374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Entering Unmasked Estep 
Score: -2727510.750000 Penalty: 2386.186768
	Iteration 0F: 2 clusters Score -2727511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2716663.500000 Penalty: 4772.373535
	Iteration 0F: 3 clusters Score -2716664 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2720029.750000 Penalty: 4772.373535
	Iteration 1F: 3 clusters Score -2720030 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -2720337.500000 Penalty: 4772.373535
	Iteration 2F: 3 clusters Score -2720338 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2720587.000000 Penalty: 4772.373535
	Iteration 3Q: 3 clusters Score -2720587 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2720773.250000 Penalty: 4772.373535
	Iteration 4Q: 3 clusters Score -2720773 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2720945.000000 Penalty: 4772.373535
	Iteration 5Q: 3 clusters Score -2720945 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2721094.500000 Penalty: 4772.373535
	Iteration 6Q: 3 clusters Score -2721094 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2721213.750000 Penalty: 4772.373535
	Iteration 7Q: 3 clusters Score -2721214 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2721333.250000 Penalty: 4772.373535
	Iteration 8Q: 3 clusters Score -2721333 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2721441.750000 Penalty: 4772.373535
	Iteration 9Q: 3 clusters Score -2721442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2721589.250000 Penalty: 4772.373535
	Iteration 10Q: 3 clusters Score -2721589 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2721760.000000 Penalty: 4772.373535
	Iteration 11Q: 3 clusters Score -2721760 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2721963.000000 Penalty: 4772.373535
	Iteration 12Q: 3 clusters Score -2721963 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2722209.750000 Penalty: 4772.373535
	Iteration 13Q: 3 clusters Score -2722210 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2722586.750000 Penalty: 4772.373535
	Iteration 14Q: 3 clusters Score -2722587 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2723077.500000 Penalty: 4772.373535
	Iteration 15Q: 3 clusters Score -2723078 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2723603.500000 Penalty: 4772.373535
	Iteration 16Q: 3 clusters Score -2723604 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2724114.250000 Penalty: 4772.373535
	Iteration 17Q: 3 clusters Score -2724114 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2724510.250000 Penalty: 4772.373535
	Iteration 18Q: 3 clusters Score -2724510 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2724813.750000 Penalty: 4772.373535
	Iteration 19Q: 3 clusters Score -2724814 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2725035.500000 Penalty: 4772.373535
	Iteration 20F: 3 clusters Score -2725036 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2725157.000000 Penalty: 4772.373535
	Iteration 21Q: 3 clusters Score -2725157 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2725244.000000 Penalty: 4772.373535
	Iteration 22Q: 3 clusters Score -2725244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2725298.000000 Penalty: 4772.373535
	Iteration 23Q: 3 clusters Score -2725298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2725351.750000 Penalty: 4772.373535
	Iteration 24Q: 3 clusters Score -2725352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -2725382.000000 Penalty: 4772.373535
	Iteration 25Q: 3 clusters Score -2725382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2725406.250000 Penalty: 4772.373535
	Iteration 26Q: 3 clusters Score -2725406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2725422.250000 Penalty: 4772.373535
	Iteration 27Q: 3 clusters Score -2725422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2725426.000000 Penalty: 4772.373535
	Iteration 28Q: 3 clusters Score -2725426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2725428.250000 Penalty: 4772.373535
	Iteration 29Q: 3 clusters Score -2725428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2725435.000000 Penalty: 4772.373535
	Iteration 30Q: 3 clusters Score -2725435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -2725438.000000 Penalty: 4772.373535
	Iteration 31Q: 3 clusters Score -2725438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2725445.750000 Penalty: 4772.373535
	Iteration 32Q: 3 clusters Score -2725446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2725453.250000 Penalty: 4772.373535
	Iteration 33Q: 3 clusters Score -2725453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2725461.500000 Penalty: 4772.373535
	Iteration 34Q: 3 clusters Score -2725462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -2725460.500000 Penalty: 4772.373535
	Iteration 35Q: 3 clusters Score -2725460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2725462.750000 Penalty: 4772.373535
	Iteration 36Q: 3 clusters Score -2725463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2725467.000000 Penalty: 4772.373535
	Iteration 37Q: 3 clusters Score -2725467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2725468.500000 Penalty: 4772.373535
	Iteration 38Q: 3 clusters Score -2725468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2725466.250000 Penalty: 4772.373535
	Iteration 39Q: 3 clusters Score -2725466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2725466.250000 Penalty: 4772.373535
	Iteration 40F: 3 clusters Score -2725466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -97986.250000 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -97986.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96418.257812 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -96418.26 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96645.148438 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -96645.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -96688.640625 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -96688.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96716.679688 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -96716.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96732.562500 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -96732.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96740.445312 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -96740.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96743.054688 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -96743.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96747.328125 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -96747.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96747.328125 Penalty: 3135.101074
	Iteration 8F: 3 clusters Score -96747.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Entering Unmasked Estep 
Score: -8478289.000000 Penalty: 2661.329102
	Iteration 0F: 2 clusters Score -8478289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -8447975.000000 Penalty: 5322.658203
	Iteration 0F: 3 clusters Score -8447975 nChanged 20974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -8459456.000000 Penalty: 5322.658203
	Iteration 1F: 3 clusters Score -8459456 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -8460105.000000 Penalty: 5322.658203
	Iteration 2Q: 3 clusters Score -8460105 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -8460947.000000 Penalty: 5322.658203
	Iteration 3Q: 3 clusters Score -8460947 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -8462138.000000 Penalty: 5322.658203
	Iteration 4F: 3 clusters Score -8462138 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8463899.000000 Penalty: 5322.658203
	Iteration 5F: 3 clusters Score -8463899 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -8466414.000000 Penalty: 5322.658203
	Iteration 6F: 3 clusters Score -8466414 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8469455.000000 Penalty: 5322.658203
	Iteration 7F: 3 clusters Score -8469455 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -8472386.000000 Penalty: 5322.658203
	Iteration 8F: 3 clusters Score -8472386 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8474353.000000 Penalty: 5322.658203
	Iteration 9Q: 3 clusters Score -8474353 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8475314.000000 Penalty: 5322.658203
	Iteration 10Q: 3 clusters Score -8475314 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8475754.000000 Penalty: 5322.658203
	Iteration 11Q: 3 clusters Score -8475754 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -8475956.000000 Penalty: 5322.658203
	Iteration 12Q: 3 clusters Score -8475956 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8476127.000000 Penalty: 5322.658203
	Iteration 13Q: 3 clusters Score -8476127 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8476233.000000 Penalty: 5322.658203
	Iteration 14Q: 3 clusters Score -8476233 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8476331.000000 Penalty: 5322.658203
	Iteration 15Q: 3 clusters Score -8476331 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8476430.000000 Penalty: 5322.658203
	Iteration 16Q: 3 clusters Score -8476430 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -8476523.000000 Penalty: 5322.658203
	Iteration 17Q: 3 clusters Score -8476523 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -8476568.000000 Penalty: 5322.658203
	Iteration 18Q: 3 clusters Score -8476568 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -8476602.000000 Penalty: 5322.658203
	Iteration 19Q: 3 clusters Score -8476602 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8476657.000000 Penalty: 5322.658203
	Iteration 20F: 3 clusters Score -8476657 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8476690.000000 Penalty: 5322.658203
	Iteration 21Q: 3 clusters Score -8476690 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8476687.000000 Penalty: 5322.658203
	Iteration 22Q: 3 clusters Score -8476687 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8476692.000000 Penalty: 5322.658203
	Iteration 23Q: 3 clusters Score -8476692 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8476714.000000 Penalty: 5322.658203
	Iteration 24Q: 3 clusters Score -8476714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8476718.000000 Penalty: 5322.658203
	Iteration 25Q: 3 clusters Score -8476718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8476722.000000 Penalty: 5322.658203
	Iteration 26Q: 3 clusters Score -8476722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8476722.000000 Penalty: 5322.658203
	Iteration 27Q: 3 clusters Score -8476722 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8476732.000000 Penalty: 5322.658203
	Iteration 28Q: 3 clusters Score -8476732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -8476746.000000 Penalty: 5322.658203
	Iteration 29Q: 3 clusters Score -8476746 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8476760.000000 Penalty: 5322.658203
	Iteration 30Q: 3 clusters Score -8476760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8476754.000000 Penalty: 5322.658203
	Iteration 31Q: 3 clusters Score -8476754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8476754.000000 Penalty: 5322.658203
	Iteration 32Q: 3 clusters Score -8476754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8476753.000000 Penalty: 5322.658203
	Iteration 33Q: 3 clusters Score -8476753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8476750.000000 Penalty: 5322.658203
	Iteration 34Q: 3 clusters Score -8476750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -8476757.000000 Penalty: 5322.658203
	Iteration 35Q: 3 clusters Score -8476757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8476759.000000 Penalty: 5322.658203
	Iteration 36Q: 3 clusters Score -8476759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8476759.000000 Penalty: 5322.658203
	Iteration 37Q: 3 clusters Score -8476759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8476762.000000 Penalty: 5322.658203
	Iteration 38Q: 3 clusters Score -8476762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8476760.000000 Penalty: 5322.658203
	Iteration 39Q: 3 clusters Score -8476760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8476755.000000 Penalty: 5322.658203
	Iteration 40F: 3 clusters Score -8476755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8476754.000000 Penalty: 5322.658203
	Iteration 41Q: 3 clusters Score -8476754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -8476749.000000 Penalty: 5322.658203
	Iteration 42Q: 3 clusters Score -8476749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8476749.000000 Penalty: 5322.658203
	Iteration 43Q: 3 clusters Score -8476749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8476762.000000 Penalty: 5322.658203
	Iteration 44Q: 3 clusters Score -8476762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8476756.000000 Penalty: 5322.658203
	Iteration 45Q: 3 clusters Score -8476756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8476754.000000 Penalty: 5322.658203
	Iteration 46Q: 3 clusters Score -8476754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8476751.000000 Penalty: 5322.658203
	Iteration 47Q: 3 clusters Score -8476751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8476750.000000 Penalty: 5322.658203
	Iteration 48Q: 3 clusters Score -8476750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8476750.000000 Penalty: 5322.658203
	Iteration 49F: 3 clusters Score -8476750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Entering Unmasked Estep 
Score: -5377668.500000 Penalty: 2545.763428
	Iteration 0F: 2 clusters Score -5377668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -5357889.000000 Penalty: 5091.526855
	Iteration 0F: 3 clusters Score -5357889 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5364860.000000 Penalty: 5091.526855
	Iteration 1F: 3 clusters Score -5364860 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -5365329.500000 Penalty: 5091.526855
	Iteration 2Q: 3 clusters Score -5365330 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -5365765.000000 Penalty: 5091.526855
	Iteration 3Q: 3 clusters Score -5365765 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -5366191.000000 Penalty: 5091.526855
	Iteration 4Q: 3 clusters Score -5366191 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -5366656.000000 Penalty: 5091.526855
	Iteration 5Q: 3 clusters Score -5366656 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -5367174.500000 Penalty: 5091.526855
	Iteration 6Q: 3 clusters Score -5367174 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -5367737.500000 Penalty: 5091.526855
	Iteration 7Q: 3 clusters Score -5367738 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -5368377.000000 Penalty: 5091.526855
	Iteration 8Q: 3 clusters Score -5368377 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -5369135.000000 Penalty: 5091.526855
	Iteration 9Q: 3 clusters Score -5369135 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -5369979.500000 Penalty: 5091.526855
	Iteration 10Q: 3 clusters Score -5369980 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -5370724.500000 Penalty: 5091.526855
	Iteration 11Q: 3 clusters Score -5370724 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5371339.500000 Penalty: 5091.526855
	Iteration 12Q: 3 clusters Score -5371340 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -5371644.000000 Penalty: 5091.526855
	Iteration 13Q: 3 clusters Score -5371644 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5371824.000000 Penalty: 5091.526855
	Iteration 14Q: 3 clusters Score -5371824 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5371919.000000 Penalty: 5091.526855
	Iteration 15Q: 3 clusters Score -5371919 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -5372000.000000 Penalty: 5091.526855
	Iteration 16Q: 3 clusters Score -5372000 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -5372057.000000 Penalty: 5091.526855
	Iteration 17Q: 3 clusters Score -5372057 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -5372140.500000 Penalty: 5091.526855
	Iteration 18Q: 3 clusters Score -5372140 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -5372190.500000 Penalty: 5091.526855
	Iteration 19Q: 3 clusters Score -5372190 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5372253.500000 Penalty: 5091.526855
	Iteration 20F: 3 clusters Score -5372254 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -5372273.500000 Penalty: 5091.526855
	Iteration 21Q: 3 clusters Score -5372274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -5372330.500000 Penalty: 5091.526855
	Iteration 22Q: 3 clusters Score -5372330 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -5372375.500000 Penalty: 5091.526855
	Iteration 23Q: 3 clusters Score -5372376 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5372416.000000 Penalty: 5091.526855
	Iteration 24Q: 3 clusters Score -5372416 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5372457.000000 Penalty: 5091.526855
	Iteration 25Q: 3 clusters Score -5372457 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5372503.000000 Penalty: 5091.526855
	Iteration 26Q: 3 clusters Score -5372503 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -5372537.500000 Penalty: 5091.526855
	Iteration 27Q: 3 clusters Score -5372538 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5372578.500000 Penalty: 5091.526855
	Iteration 28Q: 3 clusters Score -5372578 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -5372609.500000 Penalty: 5091.526855
	Iteration 29Q: 3 clusters Score -5372610 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -5372645.000000 Penalty: 5091.526855
	Iteration 30Q: 3 clusters Score -5372645 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -5372667.500000 Penalty: 5091.526855
	Iteration 31Q: 3 clusters Score -5372668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -5372664.000000 Penalty: 5091.526855
	Iteration 32Q: 3 clusters Score -5372664 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -5372691.000000 Penalty: 5091.526855
	Iteration 33Q: 3 clusters Score -5372691 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -5372711.000000 Penalty: 5091.526855
	Iteration 34Q: 3 clusters Score -5372711 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5372728.000000 Penalty: 5091.526855
	Iteration 35Q: 3 clusters Score -5372728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -5372735.000000 Penalty: 5091.526855
	Iteration 36Q: 3 clusters Score -5372735 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -5372755.000000 Penalty: 5091.526855
	Iteration 37Q: 3 clusters Score -5372755 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5372759.500000 Penalty: 5091.526855
	Iteration 38Q: 3 clusters Score -5372760 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -5372788.500000 Penalty: 5091.526855
	Iteration 39Q: 3 clusters Score -5372788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -5372795.500000 Penalty: 5091.526855
	Iteration 40F: 3 clusters Score -5372796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5372799.500000 Penalty: 5091.526855
	Iteration 41Q: 3 clusters Score -5372800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5372823.000000 Penalty: 5091.526855
	Iteration 42Q: 3 clusters Score -5372823 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -5372841.000000 Penalty: 5091.526855
	Iteration 43Q: 3 clusters Score -5372841 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -5372860.000000 Penalty: 5091.526855
	Iteration 44Q: 3 clusters Score -5372860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5372892.500000 Penalty: 5091.526855
	Iteration 45Q: 3 clusters Score -5372892 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -5372877.000000 Penalty: 5091.526855
	Iteration 46Q: 3 clusters Score -5372877 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5372890.000000 Penalty: 5091.526855
	Iteration 47Q: 3 clusters Score -5372890 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -5372897.500000 Penalty: 5091.526855
	Iteration 48Q: 3 clusters Score -5372898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -5372907.000000 Penalty: 5091.526855
	Iteration 49Q: 3 clusters Score -5372907 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -5372940.000000 Penalty: 5091.526855
	Iteration 50Q: 3 clusters Score -5372940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5372965.000000 Penalty: 5091.526855
	Iteration 51Q: 3 clusters Score -5372965 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -5372968.500000 Penalty: 5091.526855
	Iteration 52Q: 3 clusters Score -5372968 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -5372984.500000 Penalty: 5091.526855
	Iteration 53Q: 3 clusters Score -5372984 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -5373000.000000 Penalty: 5091.526855
	Iteration 54Q: 3 clusters Score -5373000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -5373026.000000 Penalty: 5091.526855
	Iteration 55Q: 3 clusters Score -5373026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5373037.000000 Penalty: 5091.526855
	Iteration 56Q: 3 clusters Score -5373037 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -5373051.000000 Penalty: 5091.526855
	Iteration 57Q: 3 clusters Score -5373051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -5373086.500000 Penalty: 5091.526855
	Iteration 58Q: 3 clusters Score -5373086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5373125.500000 Penalty: 5091.526855
	Iteration 59Q: 3 clusters Score -5373126 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -5373157.500000 Penalty: 5091.526855
	Iteration 60F: 3 clusters Score -5373158 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -5373207.500000 Penalty: 5091.526855
	Iteration 61Q: 3 clusters Score -5373208 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -5373243.000000 Penalty: 5091.526855
	Iteration 62Q: 3 clusters Score -5373243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -5373290.500000 Penalty: 5091.526855
	Iteration 63Q: 3 clusters Score -5373290 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5373312.000000 Penalty: 5091.526855
	Iteration 64Q: 3 clusters Score -5373312 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -5373373.000000 Penalty: 5091.526855
	Iteration 65Q: 3 clusters Score -5373373 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5373408.500000 Penalty: 5091.526855
	Iteration 66Q: 3 clusters Score -5373408 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -5373452.000000 Penalty: 5091.526855
	Iteration 67Q: 3 clusters Score -5373452 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -5373495.000000 Penalty: 5091.526855
	Iteration 68Q: 3 clusters Score -5373495 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5373507.000000 Penalty: 5091.526855
	Iteration 69Q: 3 clusters Score -5373507 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5373568.000000 Penalty: 5091.526855
	Iteration 70Q: 3 clusters Score -5373568 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5373612.500000 Penalty: 5091.526855
	Iteration 71Q: 3 clusters Score -5373612 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -5373647.000000 Penalty: 5091.526855
	Iteration 72Q: 3 clusters Score -5373647 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -5373696.500000 Penalty: 5091.526855
	Iteration 73Q: 3 clusters Score -5373696 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5373750.500000 Penalty: 5091.526855
	Iteration 74Q: 3 clusters Score -5373750 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5373786.000000 Penalty: 5091.526855
	Iteration 75Q: 3 clusters Score -5373786 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5373811.000000 Penalty: 5091.526855
	Iteration 76Q: 3 clusters Score -5373811 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -5373851.500000 Penalty: 5091.526855
	Iteration 77Q: 3 clusters Score -5373852 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5373903.000000 Penalty: 5091.526855
	Iteration 78Q: 3 clusters Score -5373903 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5373961.000000 Penalty: 5091.526855
	Iteration 79Q: 3 clusters Score -5373961 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5374033.000000 Penalty: 5091.526855
	Iteration 80F: 3 clusters Score -5374033 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -5374074.500000 Penalty: 5091.526855
	Iteration 81Q: 3 clusters Score -5374074 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -5374130.500000 Penalty: 5091.526855
	Iteration 82Q: 3 clusters Score -5374130 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -5374178.000000 Penalty: 5091.526855
	Iteration 83Q: 3 clusters Score -5374178 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5374256.000000 Penalty: 5091.526855
	Iteration 84Q: 3 clusters Score -5374256 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5374302.000000 Penalty: 5091.526855
	Iteration 85Q: 3 clusters Score -5374302 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5374377.500000 Penalty: 5091.526855
	Iteration 86Q: 3 clusters Score -5374378 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5374449.000000 Penalty: 5091.526855
	Iteration 87Q: 3 clusters Score -5374449 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -5374511.000000 Penalty: 5091.526855
	Iteration 88Q: 3 clusters Score -5374511 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5374564.500000 Penalty: 5091.526855
	Iteration 89Q: 3 clusters Score -5374564 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -5374617.000000 Penalty: 5091.526855
	Iteration 90Q: 3 clusters Score -5374617 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -5374664.000000 Penalty: 5091.526855
	Iteration 91Q: 3 clusters Score -5374664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5374709.000000 Penalty: 5091.526855
	Iteration 92Q: 3 clusters Score -5374709 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -5374752.000000 Penalty: 5091.526855
	Iteration 93Q: 3 clusters Score -5374752 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -5374782.500000 Penalty: 5091.526855
	Iteration 94Q: 3 clusters Score -5374782 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5374815.000000 Penalty: 5091.526855
	Iteration 95Q: 3 clusters Score -5374815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -5374879.000000 Penalty: 5091.526855
	Iteration 96Q: 3 clusters Score -5374879 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -5374933.500000 Penalty: 5091.526855
	Iteration 97Q: 3 clusters Score -5374934 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5374955.500000 Penalty: 5091.526855
	Iteration 98Q: 3 clusters Score -5374956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -5374990.000000 Penalty: 5091.526855
	Iteration 99Q: 3 clusters Score -5374990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5375009.500000 Penalty: 5091.526855
	Iteration 100F: 3 clusters Score -5375010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -5375042.500000 Penalty: 5091.526855
	Iteration 101Q: 3 clusters Score -5375042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -5375068.500000 Penalty: 5091.526855
	Iteration 102Q: 3 clusters Score -5375068 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -5375076.500000 Penalty: 5091.526855
	Iteration 103Q: 3 clusters Score -5375076 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -5375113.500000 Penalty: 5091.526855
	Iteration 104Q: 3 clusters Score -5375114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5375135.500000 Penalty: 5091.526855
	Iteration 105Q: 3 clusters Score -5375136 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -5375164.000000 Penalty: 5091.526855
	Iteration 106Q: 3 clusters Score -5375164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -5375186.500000 Penalty: 5091.526855
	Iteration 107Q: 3 clusters Score -5375186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -5375205.500000 Penalty: 5091.526855
	Iteration 108Q: 3 clusters Score -5375206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -5375216.000000 Penalty: 5091.526855
	Iteration 109Q: 3 clusters Score -5375216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5375248.000000 Penalty: 5091.526855
	Iteration 110Q: 3 clusters Score -5375248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -5375272.500000 Penalty: 5091.526855
	Iteration 111Q: 3 clusters Score -5375272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5375305.500000 Penalty: 5091.526855
	Iteration 112Q: 3 clusters Score -5375306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5375328.500000 Penalty: 5091.526855
	Iteration 113Q: 3 clusters Score -5375328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5375339.500000 Penalty: 5091.526855
	Iteration 114Q: 3 clusters Score -5375340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5375365.500000 Penalty: 5091.526855
	Iteration 115Q: 3 clusters Score -5375366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -5375382.000000 Penalty: 5091.526855
	Iteration 116Q: 3 clusters Score -5375382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -5375384.500000 Penalty: 5091.526855
	Iteration 117Q: 3 clusters Score -5375384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5375391.000000 Penalty: 5091.526855
	Iteration 118Q: 3 clusters Score -5375391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5375411.000000 Penalty: 5091.526855
	Iteration 119Q: 3 clusters Score -5375411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5375413.500000 Penalty: 5091.526855
	Iteration 120F: 3 clusters Score -5375414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5375419.000000 Penalty: 5091.526855
	Iteration 121Q: 3 clusters Score -5375419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5375428.500000 Penalty: 5091.526855
	Iteration 122Q: 3 clusters Score -5375428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -5375439.000000 Penalty: 5091.526855
	Iteration 123Q: 3 clusters Score -5375439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5375439.500000 Penalty: 5091.526855
	Iteration 124Q: 3 clusters Score -5375440 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5375451.500000 Penalty: 5091.526855
	Iteration 125Q: 3 clusters Score -5375452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -5375460.500000 Penalty: 5091.526855
	Iteration 126Q: 3 clusters Score -5375460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5375465.000000 Penalty: 5091.526855
	Iteration 127Q: 3 clusters Score -5375465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -5375462.500000 Penalty: 5091.526855
	Iteration 128Q: 3 clusters Score -5375462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5375473.500000 Penalty: 5091.526855
	Iteration 129Q: 3 clusters Score -5375474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5375489.500000 Penalty: 5091.526855
	Iteration 130Q: 3 clusters Score -5375490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -5375488.500000 Penalty: 5091.526855
	Iteration 131Q: 3 clusters Score -5375488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5375500.500000 Penalty: 5091.526855
	Iteration 132Q: 3 clusters Score -5375500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -5375495.000000 Penalty: 5091.526855
	Iteration 133Q: 3 clusters Score -5375495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5375499.500000 Penalty: 5091.526855
	Iteration 134Q: 3 clusters Score -5375500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5375503.500000 Penalty: 5091.526855
	Iteration 135Q: 3 clusters Score -5375504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5375497.000000 Penalty: 5091.526855
	Iteration 136Q: 3 clusters Score -5375497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5375503.500000 Penalty: 5091.526855
	Iteration 137Q: 3 clusters Score -5375504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5375504.000000 Penalty: 5091.526855
	Iteration 138Q: 3 clusters Score -5375504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -5375504.500000 Penalty: 5091.526855
	Iteration 139Q: 3 clusters Score -5375504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5375512.500000 Penalty: 5091.526855
	Iteration 140F: 3 clusters Score -5375512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -5375514.500000 Penalty: 5091.526855
	Iteration 141Q: 3 clusters Score -5375514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -5375517.000000 Penalty: 5091.526855
	Iteration 142Q: 3 clusters Score -5375517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -5375522.000000 Penalty: 5091.526855
	Iteration 143Q: 3 clusters Score -5375522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -5375525.000000 Penalty: 5091.526855
	Iteration 144Q: 3 clusters Score -5375525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5375525.500000 Penalty: 5091.526855
	Iteration 145Q: 3 clusters Score -5375526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -5375518.500000 Penalty: 5091.526855
	Iteration 146Q: 3 clusters Score -5375518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5375526.500000 Penalty: 5091.526855
	Iteration 147Q: 3 clusters Score -5375526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5375527.000000 Penalty: 5091.526855
	Iteration 148Q: 3 clusters Score -5375527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5375529.500000 Penalty: 5091.526855
	Iteration 149Q: 3 clusters Score -5375530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5375535.000000 Penalty: 5091.526855
	Iteration 150Q: 3 clusters Score -5375535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -5375544.000000 Penalty: 5091.526855
	Iteration 151Q: 3 clusters Score -5375544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -5375548.000000 Penalty: 5091.526855
	Iteration 152Q: 3 clusters Score -5375548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -5375545.000000 Penalty: 5091.526855
	Iteration 153Q: 3 clusters Score -5375545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5375547.500000 Penalty: 5091.526855
	Iteration 154Q: 3 clusters Score -5375548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -5375549.000000 Penalty: 5091.526855
	Iteration 155Q: 3 clusters Score -5375549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -5375541.500000 Penalty: 5091.526855
	Iteration 156Q: 3 clusters Score -5375542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -5375542.500000 Penalty: 5091.526855
	Iteration 157Q: 3 clusters Score -5375542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5375549.000000 Penalty: 5091.526855
	Iteration 158Q: 3 clusters Score -5375549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5375555.500000 Penalty: 5091.526855
	Iteration 159Q: 3 clusters Score -5375556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -5375551.000000 Penalty: 5091.526855
	Iteration 160F: 3 clusters Score -5375551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5375557.000000 Penalty: 5091.526855
	Iteration 161Q: 3 clusters Score -5375557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -5375573.500000 Penalty: 5091.526855
	Iteration 162Q: 3 clusters Score -5375574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -5375569.500000 Penalty: 5091.526855
	Iteration 163Q: 3 clusters Score -5375570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -5375569.500000 Penalty: 5091.526855
	Iteration 164Q: 3 clusters Score -5375570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -5375571.000000 Penalty: 5091.526855
	Iteration 165Q: 3 clusters Score -5375571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5375567.500000 Penalty: 5091.526855
	Iteration 166Q: 3 clusters Score -5375568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5375567.500000 Penalty: 5091.526855
	Iteration 167Q: 3 clusters Score -5375568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5375567.500000 Penalty: 5091.526855
	Iteration 168F: 3 clusters Score -5375568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Entering Unmasked Estep 
Score: -8986084.000000 Penalty: 2670.996338
	Iteration 0F: 2 clusters Score -8986084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8956191.000000 Penalty: 5341.992676
	Iteration 0F: 3 clusters Score -8956191 nChanged 22000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8968463.000000 Penalty: 5341.992676
	Iteration 1F: 3 clusters Score -8968463 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -8969200.000000 Penalty: 5341.992676
	Iteration 2Q: 3 clusters Score -8969200 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -8969852.000000 Penalty: 5341.992676
	Iteration 3Q: 3 clusters Score -8969852 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8970742.000000 Penalty: 5341.992676
	Iteration 4Q: 3 clusters Score -8970742 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -8971874.000000 Penalty: 5341.992676
	Iteration 5F: 3 clusters Score -8971874 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -8973478.000000 Penalty: 5341.992676
	Iteration 6F: 3 clusters Score -8973478 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -8975577.000000 Penalty: 5341.992676
	Iteration 7F: 3 clusters Score -8975577 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -8977970.000000 Penalty: 5341.992676
	Iteration 8F: 3 clusters Score -8977970 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8979912.000000 Penalty: 5341.992676
	Iteration 9F: 3 clusters Score -8979912 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8981068.000000 Penalty: 5341.992676
	Iteration 10Q: 3 clusters Score -8981068 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -8981683.000000 Penalty: 5341.992676
	Iteration 11Q: 3 clusters Score -8981683 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8982087.000000 Penalty: 5341.992676
	Iteration 12Q: 3 clusters Score -8982087 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8982383.000000 Penalty: 5341.992676
	Iteration 13Q: 3 clusters Score -8982383 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -8982585.000000 Penalty: 5341.992676
	Iteration 14Q: 3 clusters Score -8982585 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -8982791.000000 Penalty: 5341.992676
	Iteration 15Q: 3 clusters Score -8982791 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -8982906.000000 Penalty: 5341.992676
	Iteration 16Q: 3 clusters Score -8982906 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -8983020.000000 Penalty: 5341.992676
	Iteration 17Q: 3 clusters Score -8983020 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -8983095.000000 Penalty: 5341.992676
	Iteration 18Q: 3 clusters Score -8983095 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -8983155.000000 Penalty: 5341.992676
	Iteration 19Q: 3 clusters Score -8983155 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -8983227.000000 Penalty: 5341.992676
	Iteration 20F: 3 clusters Score -8983227 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -8983258.000000 Penalty: 5341.992676
	Iteration 21Q: 3 clusters Score -8983258 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -8983310.000000 Penalty: 5341.992676
	Iteration 22Q: 3 clusters Score -8983310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -8983339.000000 Penalty: 5341.992676
	Iteration 23Q: 3 clusters Score -8983339 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8983369.000000 Penalty: 5341.992676
	Iteration 24Q: 3 clusters Score -8983369 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8983394.000000 Penalty: 5341.992676
	Iteration 25Q: 3 clusters Score -8983394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -8983388.000000 Penalty: 5341.992676
	Iteration 26Q: 3 clusters Score -8983388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -8983410.000000 Penalty: 5341.992676
	Iteration 27Q: 3 clusters Score -8983410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -8983415.000000 Penalty: 5341.992676
	Iteration 28Q: 3 clusters Score -8983415 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -8983422.000000 Penalty: 5341.992676
	Iteration 29Q: 3 clusters Score -8983422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -8983428.000000 Penalty: 5341.992676
	Iteration 30Q: 3 clusters Score -8983428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -8983417.000000 Penalty: 5341.992676
	Iteration 31Q: 3 clusters Score -8983417 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -8983425.000000 Penalty: 5341.992676
	Iteration 32Q: 3 clusters Score -8983425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -8983435.000000 Penalty: 5341.992676
	Iteration 33Q: 3 clusters Score -8983435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -8983460.000000 Penalty: 5341.992676
	Iteration 34Q: 3 clusters Score -8983460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8983485.000000 Penalty: 5341.992676
	Iteration 35Q: 3 clusters Score -8983485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -8983494.000000 Penalty: 5341.992676
	Iteration 36Q: 3 clusters Score -8983494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -8983503.000000 Penalty: 5341.992676
	Iteration 37Q: 3 clusters Score -8983503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8983505.000000 Penalty: 5341.992676
	Iteration 38Q: 3 clusters Score -8983505 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -8983515.000000 Penalty: 5341.992676
	Iteration 39Q: 3 clusters Score -8983515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -8983524.000000 Penalty: 5341.992676
	Iteration 40F: 3 clusters Score -8983524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -8983524.000000 Penalty: 5341.992676
	Iteration 41Q: 3 clusters Score -8983524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -8983539.000000 Penalty: 5341.992676
	Iteration 42Q: 3 clusters Score -8983539 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8983547.000000 Penalty: 5341.992676
	Iteration 43Q: 3 clusters Score -8983547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -8983540.000000 Penalty: 5341.992676
	Iteration 44Q: 3 clusters Score -8983540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -8983548.000000 Penalty: 5341.992676
	Iteration 45Q: 3 clusters Score -8983548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -8983540.000000 Penalty: 5341.992676
	Iteration 46Q: 3 clusters Score -8983540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8983537.000000 Penalty: 5341.992676
	Iteration 47Q: 3 clusters Score -8983537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8983535.000000 Penalty: 5341.992676
	Iteration 48Q: 3 clusters Score -8983535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -8983553.000000 Penalty: 5341.992676
	Iteration 49Q: 3 clusters Score -8983553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8983554.000000 Penalty: 5341.992676
	Iteration 50Q: 3 clusters Score -8983554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -8983565.000000 Penalty: 5341.992676
	Iteration 51Q: 3 clusters Score -8983565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8983564.000000 Penalty: 5341.992676
	Iteration 52Q: 3 clusters Score -8983564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -8983566.000000 Penalty: 5341.992676
	Iteration 53Q: 3 clusters Score -8983566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8983572.000000 Penalty: 5341.992676
	Iteration 54Q: 3 clusters Score -8983572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -8983568.000000 Penalty: 5341.992676
	Iteration 55Q: 3 clusters Score -8983568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -8983571.000000 Penalty: 5341.992676
	Iteration 56Q: 3 clusters Score -8983571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8983572.000000 Penalty: 5341.992676
	Iteration 57Q: 3 clusters Score -8983572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8983576.000000 Penalty: 5341.992676
	Iteration 58Q: 3 clusters Score -8983576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -8983576.000000 Penalty: 5341.992676
	Iteration 59F: 3 clusters Score -8983576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Entering Unmasked Estep 
Score: -7211160.500000 Penalty: 2620.411621
	Iteration 0F: 2 clusters Score -7211160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7185292.000000 Penalty: 5240.823242
	Iteration 0F: 3 clusters Score -7185292 nChanged 17859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -7194825.000000 Penalty: 5240.823242
	Iteration 1F: 3 clusters Score -7194825 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -7195269.000000 Penalty: 5240.823242
	Iteration 2Q: 3 clusters Score -7195269 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -7195655.000000 Penalty: 5240.823242
	Iteration 3Q: 3 clusters Score -7195655 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -7195955.500000 Penalty: 5240.823242
	Iteration 4Q: 3 clusters Score -7195956 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7196357.000000 Penalty: 5240.823242
	Iteration 5Q: 3 clusters Score -7196357 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7196730.000000 Penalty: 5240.823242
	Iteration 6Q: 3 clusters Score -7196730 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -7197276.500000 Penalty: 5240.823242
	Iteration 7Q: 3 clusters Score -7197276 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -7197967.500000 Penalty: 5240.823242
	Iteration 8Q: 3 clusters Score -7197968 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -7198778.500000 Penalty: 5240.823242
	Iteration 9Q: 3 clusters Score -7198778 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7199845.000000 Penalty: 5240.823242
	Iteration 10F: 3 clusters Score -7199845 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -7201122.500000 Penalty: 5240.823242
	Iteration 11F: 3 clusters Score -7201122 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -7202569.000000 Penalty: 5240.823242
	Iteration 12F: 3 clusters Score -7202569 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7203867.500000 Penalty: 5240.823242
	Iteration 13F: 3 clusters Score -7203868 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7205074.000000 Penalty: 5240.823242
	Iteration 14Q: 3 clusters Score -7205074 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -7206126.500000 Penalty: 5240.823242
	Iteration 15Q: 3 clusters Score -7206126 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -7206879.000000 Penalty: 5240.823242
	Iteration 16Q: 3 clusters Score -7206879 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7207445.000000 Penalty: 5240.823242
	Iteration 17Q: 3 clusters Score -7207445 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7207891.000000 Penalty: 5240.823242
	Iteration 18Q: 3 clusters Score -7207891 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -7208184.500000 Penalty: 5240.823242
	Iteration 19Q: 3 clusters Score -7208184 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7208435.500000 Penalty: 5240.823242
	Iteration 20F: 3 clusters Score -7208436 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -7208603.500000 Penalty: 5240.823242
	Iteration 21Q: 3 clusters Score -7208604 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7208704.500000 Penalty: 5240.823242
	Iteration 22Q: 3 clusters Score -7208704 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -7208804.000000 Penalty: 5240.823242
	Iteration 23Q: 3 clusters Score -7208804 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -7208869.500000 Penalty: 5240.823242
	Iteration 24Q: 3 clusters Score -7208870 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -7208902.000000 Penalty: 5240.823242
	Iteration 25Q: 3 clusters Score -7208902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7208939.500000 Penalty: 5240.823242
	Iteration 26Q: 3 clusters Score -7208940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -7208965.000000 Penalty: 5240.823242
	Iteration 27Q: 3 clusters Score -7208965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -7208990.500000 Penalty: 5240.823242
	Iteration 28Q: 3 clusters Score -7208990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -7209008.000000 Penalty: 5240.823242
	Iteration 29Q: 3 clusters Score -7209008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -7209012.500000 Penalty: 5240.823242
	Iteration 30Q: 3 clusters Score -7209012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -7209025.000000 Penalty: 5240.823242
	Iteration 31Q: 3 clusters Score -7209025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7209038.500000 Penalty: 5240.823242
	Iteration 32Q: 3 clusters Score -7209038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -7209072.500000 Penalty: 5240.823242
	Iteration 33Q: 3 clusters Score -7209072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -7209074.000000 Penalty: 5240.823242
	Iteration 34Q: 3 clusters Score -7209074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7209071.500000 Penalty: 5240.823242
	Iteration 35Q: 3 clusters Score -7209072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -7209070.000000 Penalty: 5240.823242
	Iteration 36Q: 3 clusters Score -7209070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -7209075.000000 Penalty: 5240.823242
	Iteration 37Q: 3 clusters Score -7209075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7209080.500000 Penalty: 5240.823242
	Iteration 38Q: 3 clusters Score -7209080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7209078.500000 Penalty: 5240.823242
	Iteration 39Q: 3 clusters Score -7209078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -7209079.000000 Penalty: 5240.823242
	Iteration 40F: 3 clusters Score -7209079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7209070.500000 Penalty: 5240.823242
	Iteration 41Q: 3 clusters Score -7209070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7209070.500000 Penalty: 5240.823242
	Iteration 42F: 3 clusters Score -7209070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Entering Unmasked Estep 
Score: -9024024.000000 Penalty: 2674.690430
	Iteration 0F: 2 clusters Score -9024024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8992848.000000 Penalty: 5349.380859
	Iteration 0F: 3 clusters Score -8992848 nChanged 22214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -9005313.000000 Penalty: 5349.380859
	Iteration 1F: 3 clusters Score -9005313 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -9005772.000000 Penalty: 5349.380859
	Iteration 2Q: 3 clusters Score -9005772 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9006239.000000 Penalty: 5349.380859
	Iteration 3Q: 3 clusters Score -9006239 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -9006769.000000 Penalty: 5349.380859
	Iteration 4Q: 3 clusters Score -9006769 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -9007415.000000 Penalty: 5349.380859
	Iteration 5Q: 3 clusters Score -9007415 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -9008290.000000 Penalty: 5349.380859
	Iteration 6Q: 3 clusters Score -9008290 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -9009577.000000 Penalty: 5349.380859
	Iteration 7Q: 3 clusters Score -9009577 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -9011100.000000 Penalty: 5349.380859
	Iteration 8F: 3 clusters Score -9011100 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -9013060.000000 Penalty: 5349.380859
	Iteration 9F: 3 clusters Score -9013060 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -9015287.000000 Penalty: 5349.380859
	Iteration 10F: 3 clusters Score -9015287 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -9017054.000000 Penalty: 5349.380859
	Iteration 11F: 3 clusters Score -9017054 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -9018101.000000 Penalty: 5349.380859
	Iteration 12Q: 3 clusters Score -9018101 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -9018588.000000 Penalty: 5349.380859
	Iteration 13Q: 3 clusters Score -9018588 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9018950.000000 Penalty: 5349.380859
	Iteration 14Q: 3 clusters Score -9018950 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -9019207.000000 Penalty: 5349.380859
	Iteration 15Q: 3 clusters Score -9019207 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -9019501.000000 Penalty: 5349.380859
	Iteration 16Q: 3 clusters Score -9019501 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -9019764.000000 Penalty: 5349.380859
	Iteration 17Q: 3 clusters Score -9019764 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -9020075.000000 Penalty: 5349.380859
	Iteration 18Q: 3 clusters Score -9020075 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -9020349.000000 Penalty: 5349.380859
	Iteration 19Q: 3 clusters Score -9020349 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -9020612.000000 Penalty: 5349.380859
	Iteration 20F: 3 clusters Score -9020612 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -9020846.000000 Penalty: 5349.380859
	Iteration 21Q: 3 clusters Score -9020846 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -9021069.000000 Penalty: 5349.380859
	Iteration 22Q: 3 clusters Score -9021069 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9021212.000000 Penalty: 5349.380859
	Iteration 23Q: 3 clusters Score -9021212 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -9021347.000000 Penalty: 5349.380859
	Iteration 24Q: 3 clusters Score -9021347 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -9021449.000000 Penalty: 5349.380859
	Iteration 25Q: 3 clusters Score -9021449 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -9021564.000000 Penalty: 5349.380859
	Iteration 26Q: 3 clusters Score -9021564 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -9021668.000000 Penalty: 5349.380859
	Iteration 27Q: 3 clusters Score -9021668 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -9021722.000000 Penalty: 5349.380859
	Iteration 28Q: 3 clusters Score -9021722 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -9021771.000000 Penalty: 5349.380859
	Iteration 29Q: 3 clusters Score -9021771 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -9021884.000000 Penalty: 5349.380859
	Iteration 30Q: 3 clusters Score -9021884 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -9021935.000000 Penalty: 5349.380859
	Iteration 31Q: 3 clusters Score -9021935 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9022023.000000 Penalty: 5349.380859
	Iteration 32Q: 3 clusters Score -9022023 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -9022135.000000 Penalty: 5349.380859
	Iteration 33Q: 3 clusters Score -9022135 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9022238.000000 Penalty: 5349.380859
	Iteration 34Q: 3 clusters Score -9022238 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -9022319.000000 Penalty: 5349.380859
	Iteration 35Q: 3 clusters Score -9022319 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -9022385.000000 Penalty: 5349.380859
	Iteration 36Q: 3 clusters Score -9022385 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -9022423.000000 Penalty: 5349.380859
	Iteration 37Q: 3 clusters Score -9022423 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -9022515.000000 Penalty: 5349.380859
	Iteration 38Q: 3 clusters Score -9022515 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -9022588.000000 Penalty: 5349.380859
	Iteration 39Q: 3 clusters Score -9022588 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -9022672.000000 Penalty: 5349.380859
	Iteration 40F: 3 clusters Score -9022672 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -9022763.000000 Penalty: 5349.380859
	Iteration 41Q: 3 clusters Score -9022763 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -9022844.000000 Penalty: 5349.380859
	Iteration 42Q: 3 clusters Score -9022844 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -9022907.000000 Penalty: 5349.380859
	Iteration 43Q: 3 clusters Score -9022907 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -9022960.000000 Penalty: 5349.380859
	Iteration 44Q: 3 clusters Score -9022960 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -9022987.000000 Penalty: 5349.380859
	Iteration 45Q: 3 clusters Score -9022987 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -9023038.000000 Penalty: 5349.380859
	Iteration 46Q: 3 clusters Score -9023038 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -9023067.000000 Penalty: 5349.380859
	Iteration 47Q: 3 clusters Score -9023067 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -9023087.000000 Penalty: 5349.380859
	Iteration 48Q: 3 clusters Score -9023087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -9023106.000000 Penalty: 5349.380859
	Iteration 49Q: 3 clusters Score -9023106 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -9023141.000000 Penalty: 5349.380859
	Iteration 50Q: 3 clusters Score -9023141 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -9023164.000000 Penalty: 5349.380859
	Iteration 51Q: 3 clusters Score -9023164 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -9023185.000000 Penalty: 5349.380859
	Iteration 52Q: 3 clusters Score -9023185 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -9023223.000000 Penalty: 5349.380859
	Iteration 53Q: 3 clusters Score -9023223 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -9023237.000000 Penalty: 5349.380859
	Iteration 54Q: 3 clusters Score -9023237 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -9023239.000000 Penalty: 5349.380859
	Iteration 55Q: 3 clusters Score -9023239 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -9023248.000000 Penalty: 5349.380859
	Iteration 56Q: 3 clusters Score -9023248 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -9023286.000000 Penalty: 5349.380859
	Iteration 57Q: 3 clusters Score -9023286 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -9023292.000000 Penalty: 5349.380859
	Iteration 58Q: 3 clusters Score -9023292 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -9023299.000000 Penalty: 5349.380859
	Iteration 59Q: 3 clusters Score -9023299 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -9023316.000000 Penalty: 5349.380859
	Iteration 60F: 3 clusters Score -9023316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -9023308.000000 Penalty: 5349.380859
	Iteration 61Q: 3 clusters Score -9023308 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -9023301.000000 Penalty: 5349.380859
	Iteration 62Q: 3 clusters Score -9023301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -9023312.000000 Penalty: 5349.380859
	Iteration 63Q: 3 clusters Score -9023312 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -9023275.000000 Penalty: 5349.380859
	Iteration 64Q: 3 clusters Score -9023275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -9023285.000000 Penalty: 5349.380859
	Iteration 65Q: 3 clusters Score -9023285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -9023281.000000 Penalty: 5349.380859
	Iteration 66Q: 3 clusters Score -9023281 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -9023254.000000 Penalty: 5349.380859
	Iteration 67Q: 3 clusters Score -9023254 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9023273.000000 Penalty: 5349.380859
	Iteration 68Q: 3 clusters Score -9023273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -9023280.000000 Penalty: 5349.380859
	Iteration 69Q: 3 clusters Score -9023280 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -9023262.000000 Penalty: 5349.380859
	Iteration 70Q: 3 clusters Score -9023262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -9023269.000000 Penalty: 5349.380859
	Iteration 71Q: 3 clusters Score -9023269 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -9023268.000000 Penalty: 5349.380859
	Iteration 72Q: 3 clusters Score -9023268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -9023242.000000 Penalty: 5349.380859
	Iteration 73Q: 3 clusters Score -9023242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9023249.000000 Penalty: 5349.380859
	Iteration 74Q: 3 clusters Score -9023249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -9023233.000000 Penalty: 5349.380859
	Iteration 75Q: 3 clusters Score -9023233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -9023240.000000 Penalty: 5349.380859
	Iteration 76Q: 3 clusters Score -9023240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -9023226.000000 Penalty: 5349.380859
	Iteration 77Q: 3 clusters Score -9023226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -9023204.000000 Penalty: 5349.380859
	Iteration 78Q: 3 clusters Score -9023204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -9023212.000000 Penalty: 5349.380859
	Iteration 79Q: 3 clusters Score -9023212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -9023197.000000 Penalty: 5349.380859
	Iteration 80F: 3 clusters Score -9023197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -9023172.000000 Penalty: 5349.380859
	Iteration 81Q: 3 clusters Score -9023172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9023172.000000 Penalty: 5349.380859
	Iteration 82Q: 3 clusters Score -9023172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -9023165.000000 Penalty: 5349.380859
	Iteration 83Q: 3 clusters Score -9023165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9023161.000000 Penalty: 5349.380859
	Iteration 84Q: 3 clusters Score -9023161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9023141.000000 Penalty: 5349.380859
	Iteration 85Q: 3 clusters Score -9023141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -9023145.000000 Penalty: 5349.380859
	Iteration 86Q: 3 clusters Score -9023145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9023143.000000 Penalty: 5349.380859
	Iteration 87Q: 3 clusters Score -9023143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -9023136.000000 Penalty: 5349.380859
	Iteration 88Q: 3 clusters Score -9023136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -9023135.000000 Penalty: 5349.380859
	Iteration 89Q: 3 clusters Score -9023135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -9023143.000000 Penalty: 5349.380859
	Iteration 90Q: 3 clusters Score -9023143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -9023149.000000 Penalty: 5349.380859
	Iteration 91Q: 3 clusters Score -9023149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -9023147.000000 Penalty: 5349.380859
	Iteration 92Q: 3 clusters Score -9023147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -9023142.000000 Penalty: 5349.380859
	Iteration 93Q: 3 clusters Score -9023142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -9023137.000000 Penalty: 5349.380859
	Iteration 94Q: 3 clusters Score -9023137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -9023133.000000 Penalty: 5349.380859
	Iteration 95Q: 3 clusters Score -9023133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -9023138.000000 Penalty: 5349.380859
	Iteration 96Q: 3 clusters Score -9023138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -9023141.000000 Penalty: 5349.380859
	Iteration 97Q: 3 clusters Score -9023141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -9023128.000000 Penalty: 5349.380859
	Iteration 98Q: 3 clusters Score -9023128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -9023141.000000 Penalty: 5349.380859
	Iteration 99Q: 3 clusters Score -9023141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -9023127.000000 Penalty: 5349.380859
	Iteration 100F: 3 clusters Score -9023127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9023124.000000 Penalty: 5349.380859
	Iteration 101Q: 3 clusters Score -9023124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9023127.000000 Penalty: 5349.380859
	Iteration 102Q: 3 clusters Score -9023127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9023124.000000 Penalty: 5349.380859
	Iteration 103Q: 3 clusters Score -9023124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -9023122.000000 Penalty: 5349.380859
	Iteration 104Q: 3 clusters Score -9023122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9023125.000000 Penalty: 5349.380859
	Iteration 105Q: 3 clusters Score -9023125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -9023114.000000 Penalty: 5349.380859
	Iteration 106Q: 3 clusters Score -9023114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9023116.000000 Penalty: 5349.380859
	Iteration 107Q: 3 clusters Score -9023116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -9023105.000000 Penalty: 5349.380859
	Iteration 108Q: 3 clusters Score -9023105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -9023117.000000 Penalty: 5349.380859
	Iteration 109Q: 3 clusters Score -9023117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -9023118.000000 Penalty: 5349.380859
	Iteration 110Q: 3 clusters Score -9023118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 46650 members 
Entering Unmasked Estep 
Score: -9023113.000000 Penalty: 5349.380859
	Iteration 111Q: 3 clusters Score -9023113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -9023112.000000 Penalty: 5349.380859
	Iteration 112Q: 3 clusters Score -9023112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -9023117.000000 Penalty: 5349.380859
	Iteration 113Q: 3 clusters Score -9023117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -9023112.000000 Penalty: 5349.380859
	Iteration 114Q: 3 clusters Score -9023112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -9023098.000000 Penalty: 5349.380859
	Iteration 115Q: 3 clusters Score -9023098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -9023093.000000 Penalty: 5349.380859
	Iteration 116Q: 3 clusters Score -9023093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -9023088.000000 Penalty: 5349.380859
	Iteration 117Q: 3 clusters Score -9023088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -9023081.000000 Penalty: 5349.380859
	Iteration 118Q: 3 clusters Score -9023081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -9023078.000000 Penalty: 5349.380859
	Iteration 119Q: 3 clusters Score -9023078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9023092.000000 Penalty: 5349.380859
	Iteration 120F: 3 clusters Score -9023092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -9023085.000000 Penalty: 5349.380859
	Iteration 121Q: 3 clusters Score -9023085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -9023083.000000 Penalty: 5349.380859
	Iteration 122Q: 3 clusters Score -9023083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9023084.000000 Penalty: 5349.380859
	Iteration 123Q: 3 clusters Score -9023084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -9023087.000000 Penalty: 5349.380859
	Iteration 124Q: 3 clusters Score -9023087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -9023088.000000 Penalty: 5349.380859
	Iteration 125Q: 3 clusters Score -9023088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9023087.000000 Penalty: 5349.380859
	Iteration 126Q: 3 clusters Score -9023087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -9023091.000000 Penalty: 5349.380859
	Iteration 127Q: 3 clusters Score -9023091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -9023091.000000 Penalty: 5349.380859
	Iteration 128F: 3 clusters Score -9023091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -98529.062500 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -98529.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96982.125000 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -96982.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -97237.835938 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -97237.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97337.976562 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -97337.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -97383.515625 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -97383.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97400.515625 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -97400.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97411.648438 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -97411.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97419.773438 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -97419.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97423.875000 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -97423.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97427.460938 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -97427.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97427.460938 Penalty: 3138.656494
	Iteration 9F: 3 clusters Score -97427.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50843 members 
Entering Unmasked Estep 
Score: -9618322.000000 Penalty: 2687.451416
	Iteration 0F: 2 clusters Score -9618322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9589075.000000 Penalty: 5374.902832
	Iteration 0F: 3 clusters Score -9589075 nChanged 23619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -9602079.000000 Penalty: 5374.902832
	Iteration 1F: 3 clusters Score -9602079 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -9602782.000000 Penalty: 5374.902832
	Iteration 2Q: 3 clusters Score -9602782 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -9603575.000000 Penalty: 5374.902832
	Iteration 3Q: 3 clusters Score -9603575 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -9604591.000000 Penalty: 5374.902832
	Iteration 4Q: 3 clusters Score -9604591 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -9605891.000000 Penalty: 5374.902832
	Iteration 5F: 3 clusters Score -9605891 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -9607737.000000 Penalty: 5374.902832
	Iteration 6F: 3 clusters Score -9607737 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -9609915.000000 Penalty: 5374.902832
	Iteration 7F: 3 clusters Score -9609915 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -9612295.000000 Penalty: 5374.902832
	Iteration 8F: 3 clusters Score -9612295 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -9614366.000000 Penalty: 5374.902832
	Iteration 9F: 3 clusters Score -9614366 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9615700.000000 Penalty: 5374.902832
	Iteration 10Q: 3 clusters Score -9615700 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -9616344.000000 Penalty: 5374.902832
	Iteration 11Q: 3 clusters Score -9616344 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -9616737.000000 Penalty: 5374.902832
	Iteration 12Q: 3 clusters Score -9616737 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9616851.000000 Penalty: 5374.902832
	Iteration 13Q: 3 clusters Score -9616851 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -9616993.000000 Penalty: 5374.902832
	Iteration 14Q: 3 clusters Score -9616993 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -9616905.000000 Penalty: 5374.902832
	Iteration 15Q: 3 clusters Score -9616905 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9616783.000000 Penalty: 5374.902832
	Iteration 16Q: 3 clusters Score -9616783 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9616598.000000 Penalty: 5374.902832
	Iteration 17Q: 3 clusters Score -9616598 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -9616469.000000 Penalty: 5374.902832
	Iteration 18Q: 3 clusters Score -9616469 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9616406.000000 Penalty: 5374.902832
	Iteration 19Q: 3 clusters Score -9616406 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9616365.000000 Penalty: 5374.902832
	Iteration 20F: 3 clusters Score -9616365 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9616323.000000 Penalty: 5374.902832
	Iteration 21Q: 3 clusters Score -9616323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9616315.000000 Penalty: 5374.902832
	Iteration 22Q: 3 clusters Score -9616315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9616305.000000 Penalty: 5374.902832
	Iteration 23Q: 3 clusters Score -9616305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9616317.000000 Penalty: 5374.902832
	Iteration 24Q: 3 clusters Score -9616317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9616328.000000 Penalty: 5374.902832
	Iteration 25Q: 3 clusters Score -9616328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9616341.000000 Penalty: 5374.902832
	Iteration 26Q: 3 clusters Score -9616341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9616337.000000 Penalty: 5374.902832
	Iteration 27Q: 3 clusters Score -9616337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9616342.000000 Penalty: 5374.902832
	Iteration 28Q: 3 clusters Score -9616342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9616335.000000 Penalty: 5374.902832
	Iteration 29Q: 3 clusters Score -9616335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9616343.000000 Penalty: 5374.902832
	Iteration 30Q: 3 clusters Score -9616343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9616341.000000 Penalty: 5374.902832
	Iteration 31Q: 3 clusters Score -9616341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9616340.000000 Penalty: 5374.902832
	Iteration 32Q: 3 clusters Score -9616340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9616342.000000 Penalty: 5374.902832
	Iteration 33Q: 3 clusters Score -9616342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9616344.000000 Penalty: 5374.902832
	Iteration 34Q: 3 clusters Score -9616344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9616344.000000 Penalty: 5374.902832
	Iteration 35F: 3 clusters Score -9616344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Entering Unmasked Estep 
Score: -8514956.000000 Penalty: 2660.210205
	Iteration 0F: 2 clusters Score -8514956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8485210.000000 Penalty: 5320.420410
	Iteration 0F: 3 clusters Score -8485210 nChanged 20888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -8496340.000000 Penalty: 5320.420410
	Iteration 1F: 3 clusters Score -8496340 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8496894.000000 Penalty: 5320.420410
	Iteration 2Q: 3 clusters Score -8496894 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8497394.000000 Penalty: 5320.420410
	Iteration 3Q: 3 clusters Score -8497394 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -8497977.000000 Penalty: 5320.420410
	Iteration 4Q: 3 clusters Score -8497977 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -8498800.000000 Penalty: 5320.420410
	Iteration 5Q: 3 clusters Score -8498800 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -8500047.000000 Penalty: 5320.420410
	Iteration 6F: 3 clusters Score -8500047 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -8501906.000000 Penalty: 5320.420410
	Iteration 7F: 3 clusters Score -8501906 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -8504769.000000 Penalty: 5320.420410
	Iteration 8F: 3 clusters Score -8504769 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -8507704.000000 Penalty: 5320.420410
	Iteration 9F: 3 clusters Score -8507704 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8510109.000000 Penalty: 5320.420410
	Iteration 10F: 3 clusters Score -8510109 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8511445.000000 Penalty: 5320.420410
	Iteration 11Q: 3 clusters Score -8511445 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8512047.000000 Penalty: 5320.420410
	Iteration 12Q: 3 clusters Score -8512047 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -8512301.000000 Penalty: 5320.420410
	Iteration 13Q: 3 clusters Score -8512301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8512427.000000 Penalty: 5320.420410
	Iteration 14Q: 3 clusters Score -8512427 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8512490.000000 Penalty: 5320.420410
	Iteration 15Q: 3 clusters Score -8512490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8512528.000000 Penalty: 5320.420410
	Iteration 16Q: 3 clusters Score -8512528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8512556.000000 Penalty: 5320.420410
	Iteration 17Q: 3 clusters Score -8512556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8512581.000000 Penalty: 5320.420410
	Iteration 18Q: 3 clusters Score -8512581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8512584.000000 Penalty: 5320.420410
	Iteration 19Q: 3 clusters Score -8512584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8512594.000000 Penalty: 5320.420410
	Iteration 20F: 3 clusters Score -8512594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8512607.000000 Penalty: 5320.420410
	Iteration 21Q: 3 clusters Score -8512607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8512618.000000 Penalty: 5320.420410
	Iteration 22Q: 3 clusters Score -8512618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8512625.000000 Penalty: 5320.420410
	Iteration 23Q: 3 clusters Score -8512625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8512625.000000 Penalty: 5320.420410
	Iteration 24Q: 3 clusters Score -8512625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8512625.000000 Penalty: 5320.420410
	Iteration 25F: 3 clusters Score -8512625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123237.718750 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123237.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -123716.085938 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123716.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123899.585938 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123899.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124053.351562 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124053.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -124192.179688 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124192.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -124314.281250 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124314.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -124438.835938 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124438.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124581.296875 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124581.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -124685.117188 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124685.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -124768.914062 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124768.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124848.234375 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -124913.437500 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -124959.828125 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124959.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -124985.906250 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -125017.843750 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -125017.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -125052.835938 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -125052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -125092.835938 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -125092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -125141.335938 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -125141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125153.820312 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -125153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -125159.171875 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -125159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -125163.781250 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -125163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -125168.046875 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -125168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125172.546875 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -125172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -125172.546875 Penalty: 3355.459229
	Iteration 23F: 3 clusters Score -125172.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 44426 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 46880 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 52780 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 15089 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45760 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 48293 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50843 members 
Mstep: Class 23 contains 45554 members 
Mstep: Class 24 contains 482 members 
Mstep: Class 25 contains 49243 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 59038 members 
Mstep: Class 28 contains 47971 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 385 members 
Entering Unmasked Estep 
Score: -137128592.000000 Penalty: 100613.093750
Splitting cluster 24 changes total score from -137129984.000000 to -137128592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (49243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Entering Unmasked Estep 
Score: -9221139.000000 Penalty: 2679.521484
	Iteration 0F: 2 clusters Score -9221139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9190601.000000 Penalty: 5359.042969
	Iteration 0F: 3 clusters Score -9190601 nChanged 22560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -9203029.000000 Penalty: 5359.042969
	Iteration 1F: 3 clusters Score -9203029 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -9203580.000000 Penalty: 5359.042969
	Iteration 2Q: 3 clusters Score -9203580 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -9204051.000000 Penalty: 5359.042969
	Iteration 3Q: 3 clusters Score -9204051 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -9204454.000000 Penalty: 5359.042969
	Iteration 4Q: 3 clusters Score -9204454 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -9204977.000000 Penalty: 5359.042969
	Iteration 5Q: 3 clusters Score -9204977 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -9205513.000000 Penalty: 5359.042969
	Iteration 6Q: 3 clusters Score -9205513 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -9206221.000000 Penalty: 5359.042969
	Iteration 7Q: 3 clusters Score -9206221 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -9207100.000000 Penalty: 5359.042969
	Iteration 8Q: 3 clusters Score -9207100 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -9208271.000000 Penalty: 5359.042969
	Iteration 9Q: 3 clusters Score -9208271 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9209753.000000 Penalty: 5359.042969
	Iteration 10Q: 3 clusters Score -9209753 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -9211499.000000 Penalty: 5359.042969
	Iteration 11F: 3 clusters Score -9211499 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -9212973.000000 Penalty: 5359.042969
	Iteration 12F: 3 clusters Score -9212973 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -9213675.000000 Penalty: 5359.042969
	Iteration 13Q: 3 clusters Score -9213675 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -9214042.000000 Penalty: 5359.042969
	Iteration 14Q: 3 clusters Score -9214042 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -9214382.000000 Penalty: 5359.042969
	Iteration 15Q: 3 clusters Score -9214382 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -9214706.000000 Penalty: 5359.042969
	Iteration 16Q: 3 clusters Score -9214706 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -9215124.000000 Penalty: 5359.042969
	Iteration 17Q: 3 clusters Score -9215124 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -9215613.000000 Penalty: 5359.042969
	Iteration 18Q: 3 clusters Score -9215613 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -9216153.000000 Penalty: 5359.042969
	Iteration 19Q: 3 clusters Score -9216153 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -9216722.000000 Penalty: 5359.042969
	Iteration 20F: 3 clusters Score -9216722 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -9217357.000000 Penalty: 5359.042969
	Iteration 21Q: 3 clusters Score -9217357 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -9217897.000000 Penalty: 5359.042969
	Iteration 22Q: 3 clusters Score -9217897 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -9218372.000000 Penalty: 5359.042969
	Iteration 23Q: 3 clusters Score -9218372 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -9218816.000000 Penalty: 5359.042969
	Iteration 24Q: 3 clusters Score -9218816 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -9219104.000000 Penalty: 5359.042969
	Iteration 25Q: 3 clusters Score -9219104 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -9219302.000000 Penalty: 5359.042969
	Iteration 26Q: 3 clusters Score -9219302 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -9219487.000000 Penalty: 5359.042969
	Iteration 27Q: 3 clusters Score -9219487 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -9219624.000000 Penalty: 5359.042969
	Iteration 28Q: 3 clusters Score -9219624 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -9219687.000000 Penalty: 5359.042969
	Iteration 29Q: 3 clusters Score -9219687 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -9219729.000000 Penalty: 5359.042969
	Iteration 30Q: 3 clusters Score -9219729 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -9219766.000000 Penalty: 5359.042969
	Iteration 31Q: 3 clusters Score -9219766 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -9219757.000000 Penalty: 5359.042969
	Iteration 32Q: 3 clusters Score -9219757 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -9219787.000000 Penalty: 5359.042969
	Iteration 33Q: 3 clusters Score -9219787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -9219815.000000 Penalty: 5359.042969
	Iteration 34Q: 3 clusters Score -9219815 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -9219824.000000 Penalty: 5359.042969
	Iteration 35Q: 3 clusters Score -9219824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -9219830.000000 Penalty: 5359.042969
	Iteration 36Q: 3 clusters Score -9219830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -9219832.000000 Penalty: 5359.042969
	Iteration 37Q: 3 clusters Score -9219832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -9219838.000000 Penalty: 5359.042969
	Iteration 38Q: 3 clusters Score -9219838 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -9219835.000000 Penalty: 5359.042969
	Iteration 39Q: 3 clusters Score -9219835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -9219849.000000 Penalty: 5359.042969
	Iteration 40F: 3 clusters Score -9219849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -9219861.000000 Penalty: 5359.042969
	Iteration 41Q: 3 clusters Score -9219861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -9219859.000000 Penalty: 5359.042969
	Iteration 42Q: 3 clusters Score -9219859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -9219872.000000 Penalty: 5359.042969
	Iteration 43Q: 3 clusters Score -9219872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -9219869.000000 Penalty: 5359.042969
	Iteration 44Q: 3 clusters Score -9219869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -9219889.000000 Penalty: 5359.042969
	Iteration 45Q: 3 clusters Score -9219889 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -9219894.000000 Penalty: 5359.042969
	Iteration 46Q: 3 clusters Score -9219894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -9219871.000000 Penalty: 5359.042969
	Iteration 47Q: 3 clusters Score -9219871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -9219884.000000 Penalty: 5359.042969
	Iteration 48Q: 3 clusters Score -9219884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -9219888.000000 Penalty: 5359.042969
	Iteration 49Q: 3 clusters Score -9219888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -9219900.000000 Penalty: 5359.042969
	Iteration 50Q: 3 clusters Score -9219900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -9219906.000000 Penalty: 5359.042969
	Iteration 51Q: 3 clusters Score -9219906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -9219898.000000 Penalty: 5359.042969
	Iteration 52Q: 3 clusters Score -9219898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -9219890.000000 Penalty: 5359.042969
	Iteration 53Q: 3 clusters Score -9219890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -9219889.000000 Penalty: 5359.042969
	Iteration 54Q: 3 clusters Score -9219889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -9219896.000000 Penalty: 5359.042969
	Iteration 55Q: 3 clusters Score -9219896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -9219895.000000 Penalty: 5359.042969
	Iteration 56Q: 3 clusters Score -9219895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -9219888.000000 Penalty: 5359.042969
	Iteration 57Q: 3 clusters Score -9219888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -9219891.000000 Penalty: 5359.042969
	Iteration 58Q: 3 clusters Score -9219891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -9219890.000000 Penalty: 5359.042969
	Iteration 59Q: 3 clusters Score -9219890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -9219889.000000 Penalty: 5359.042969
	Iteration 60F: 3 clusters Score -9219889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -336322.375000 Penalty: 1876.829956
	Iteration 0F: 2 clusters Score -336322.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -333720.843750 Penalty: 3753.659912
	Iteration 0F: 3 clusters Score -333720.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -334149.781250 Penalty: 3753.659912
	Iteration 1F: 3 clusters Score -334149.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -334294.437500 Penalty: 3753.659912
	Iteration 2F: 3 clusters Score -334294.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -334414.656250 Penalty: 3753.659912
	Iteration 3Q: 3 clusters Score -334414.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -334518.968750 Penalty: 3753.659912
	Iteration 4Q: 3 clusters Score -334519 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -334587.750000 Penalty: 3753.659912
	Iteration 5Q: 3 clusters Score -334587.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -334644.812500 Penalty: 3753.659912
	Iteration 6Q: 3 clusters Score -334644.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -334683.031250 Penalty: 3753.659912
	Iteration 7Q: 3 clusters Score -334683 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -334713.093750 Penalty: 3753.659912
	Iteration 8Q: 3 clusters Score -334713.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -334743.656250 Penalty: 3753.659912
	Iteration 9Q: 3 clusters Score -334743.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -334761.843750 Penalty: 3753.659912
	Iteration 10Q: 3 clusters Score -334761.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -334778.218750 Penalty: 3753.659912
	Iteration 11Q: 3 clusters Score -334778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -334800.593750 Penalty: 3753.659912
	Iteration 12Q: 3 clusters Score -334800.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -334831.593750 Penalty: 3753.659912
	Iteration 13Q: 3 clusters Score -334831.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -334872.812500 Penalty: 3753.659912
	Iteration 14Q: 3 clusters Score -334872.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -334932.750000 Penalty: 3753.659912
	Iteration 15Q: 3 clusters Score -334932.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -334990.750000 Penalty: 3753.659912
	Iteration 16Q: 3 clusters Score -334990.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -335040.750000 Penalty: 3753.659912
	Iteration 17Q: 3 clusters Score -335040.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -335110.468750 Penalty: 3753.659912
	Iteration 18Q: 3 clusters Score -335110.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -335166.000000 Penalty: 3753.659912
	Iteration 19Q: 3 clusters Score -335166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -335211.250000 Penalty: 3753.659912
	Iteration 20F: 3 clusters Score -335211.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -335255.250000 Penalty: 3753.659912
	Iteration 21Q: 3 clusters Score -335255.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -335294.031250 Penalty: 3753.659912
	Iteration 22Q: 3 clusters Score -335294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -335330.906250 Penalty: 3753.659912
	Iteration 23Q: 3 clusters Score -335330.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -335358.031250 Penalty: 3753.659912
	Iteration 24Q: 3 clusters Score -335358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -335375.562500 Penalty: 3753.659912
	Iteration 25Q: 3 clusters Score -335375.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -335389.250000 Penalty: 3753.659912
	Iteration 26Q: 3 clusters Score -335389.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -335399.375000 Penalty: 3753.659912
	Iteration 27Q: 3 clusters Score -335399.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335411.343750 Penalty: 3753.659912
	Iteration 28Q: 3 clusters Score -335411.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -335427.093750 Penalty: 3753.659912
	Iteration 29Q: 3 clusters Score -335427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335432.218750 Penalty: 3753.659912
	Iteration 30Q: 3 clusters Score -335432.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -335432.218750 Penalty: 3753.659912
	Iteration 31F: 3 clusters Score -335432.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Entering Unmasked Estep 
Score: -11084721.000000 Penalty: 2724.512207
	Iteration 0F: 2 clusters Score -1.108472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -11053911.000000 Penalty: 5449.024414
	Iteration 0F: 3 clusters Score -1.105391e+07 nChanged 27722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -11069419.000000 Penalty: 5449.024414
	Iteration 1F: 3 clusters Score -1.106942e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -11069977.000000 Penalty: 5449.024414
	Iteration 2Q: 3 clusters Score -1.106998e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -11070494.000000 Penalty: 5449.024414
	Iteration 3Q: 3 clusters Score -1.107049e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -11070986.000000 Penalty: 5449.024414
	Iteration 4Q: 3 clusters Score -1.107099e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -11071680.000000 Penalty: 5449.024414
	Iteration 5Q: 3 clusters Score -1.107168e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -11072514.000000 Penalty: 5449.024414
	Iteration 6Q: 3 clusters Score -1.107251e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -11073584.000000 Penalty: 5449.024414
	Iteration 7Q: 3 clusters Score -1.107358e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -11075046.000000 Penalty: 5449.024414
	Iteration 8Q: 3 clusters Score -1.107505e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -11077130.000000 Penalty: 5449.024414
	Iteration 9F: 3 clusters Score -1.107713e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -11079655.000000 Penalty: 5449.024414
	Iteration 10F: 3 clusters Score -1.107966e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 34821 members 
Entering Unmasked Estep 
Score: -11081966.000000 Penalty: 5449.024414
	Iteration 11F: 3 clusters Score -1.108197e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -11083546.000000 Penalty: 5449.024414
	Iteration 12Q: 3 clusters Score -1.108355e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -11084419.000000 Penalty: 5449.024414
	Iteration 13Q: 3 clusters Score -1.108442e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -11085176.000000 Penalty: 5449.024414
	Iteration 14Q: 3 clusters Score -1.108518e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -11085912.000000 Penalty: 5449.024414
	Iteration 15Q: 3 clusters Score -1.108591e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -11086417.000000 Penalty: 5449.024414
	Iteration 16Q: 3 clusters Score -1.108642e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -11087040.000000 Penalty: 5449.024414
	Iteration 17Q: 3 clusters Score -1.108704e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -11087578.000000 Penalty: 5449.024414
	Iteration 18Q: 3 clusters Score -1.108758e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -11087963.000000 Penalty: 5449.024414
	Iteration 19Q: 3 clusters Score -1.108796e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -11088214.000000 Penalty: 5449.024414
	Iteration 20F: 3 clusters Score -1.108821e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -11088407.000000 Penalty: 5449.024414
	Iteration 21Q: 3 clusters Score -1.108841e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -11088539.000000 Penalty: 5449.024414
	Iteration 22Q: 3 clusters Score -1.108854e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -11088620.000000 Penalty: 5449.024414
	Iteration 23Q: 3 clusters Score -1.108862e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -11088689.000000 Penalty: 5449.024414
	Iteration 24Q: 3 clusters Score -1.108869e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -11088708.000000 Penalty: 5449.024414
	Iteration 25Q: 3 clusters Score -1.108871e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -11088736.000000 Penalty: 5449.024414
	Iteration 26Q: 3 clusters Score -1.108874e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -11088742.000000 Penalty: 5449.024414
	Iteration 27Q: 3 clusters Score -1.108874e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -11088820.000000 Penalty: 5449.024414
	Iteration 28Q: 3 clusters Score -1.108882e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -11088824.000000 Penalty: 5449.024414
	Iteration 29Q: 3 clusters Score -1.108882e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -11088861.000000 Penalty: 5449.024414
	Iteration 30Q: 3 clusters Score -1.108886e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -11088879.000000 Penalty: 5449.024414
	Iteration 31Q: 3 clusters Score -1.108888e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -11088866.000000 Penalty: 5449.024414
	Iteration 32Q: 3 clusters Score -1.108887e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -11088881.000000 Penalty: 5449.024414
	Iteration 33Q: 3 clusters Score -1.108888e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -11088877.000000 Penalty: 5449.024414
	Iteration 34Q: 3 clusters Score -1.108888e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -11088836.000000 Penalty: 5449.024414
	Iteration 35Q: 3 clusters Score -1.108884e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -11088860.000000 Penalty: 5449.024414
	Iteration 36Q: 3 clusters Score -1.108886e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -11088921.000000 Penalty: 5449.024414
	Iteration 37Q: 3 clusters Score -1.108892e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -11088906.000000 Penalty: 5449.024414
	Iteration 38Q: 3 clusters Score -1.108891e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -11088931.000000 Penalty: 5449.024414
	Iteration 39Q: 3 clusters Score -1.108893e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -11088914.000000 Penalty: 5449.024414
	Iteration 40F: 3 clusters Score -1.108891e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -11088955.000000 Penalty: 5449.024414
	Iteration 41Q: 3 clusters Score -1.108896e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -11088995.000000 Penalty: 5449.024414
	Iteration 42Q: 3 clusters Score -1.1089e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -11089009.000000 Penalty: 5449.024414
	Iteration 43Q: 3 clusters Score -1.108901e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -11089056.000000 Penalty: 5449.024414
	Iteration 44Q: 3 clusters Score -1.108906e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -11089050.000000 Penalty: 5449.024414
	Iteration 45Q: 3 clusters Score -1.108905e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -11089088.000000 Penalty: 5449.024414
	Iteration 46Q: 3 clusters Score -1.108909e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -11089089.000000 Penalty: 5449.024414
	Iteration 47Q: 3 clusters Score -1.108909e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -11089067.000000 Penalty: 5449.024414
	Iteration 48Q: 3 clusters Score -1.108907e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -11089074.000000 Penalty: 5449.024414
	Iteration 49Q: 3 clusters Score -1.108907e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -11089020.000000 Penalty: 5449.024414
	Iteration 50Q: 3 clusters Score -1.108902e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -11089086.000000 Penalty: 5449.024414
	Iteration 51Q: 3 clusters Score -1.108909e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -11089117.000000 Penalty: 5449.024414
	Iteration 52Q: 3 clusters Score -1.108912e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -11089109.000000 Penalty: 5449.024414
	Iteration 53Q: 3 clusters Score -1.108911e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -11089133.000000 Penalty: 5449.024414
	Iteration 54Q: 3 clusters Score -1.108913e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -11089105.000000 Penalty: 5449.024414
	Iteration 55Q: 3 clusters Score -1.10891e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -11089111.000000 Penalty: 5449.024414
	Iteration 56Q: 3 clusters Score -1.108911e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -11089078.000000 Penalty: 5449.024414
	Iteration 57Q: 3 clusters Score -1.108908e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -11089095.000000 Penalty: 5449.024414
	Iteration 58Q: 3 clusters Score -1.10891e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -11089096.000000 Penalty: 5449.024414
	Iteration 59Q: 3 clusters Score -1.10891e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -11089095.000000 Penalty: 5449.024414
	Iteration 60F: 3 clusters Score -1.10891e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -11089114.000000 Penalty: 5449.024414
	Iteration 61Q: 3 clusters Score -1.108911e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -11089079.000000 Penalty: 5449.024414
	Iteration 62Q: 3 clusters Score -1.108908e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -11089096.000000 Penalty: 5449.024414
	Iteration 63Q: 3 clusters Score -1.10891e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -11089055.000000 Penalty: 5449.024414
	Iteration 64Q: 3 clusters Score -1.108906e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39686 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -11089056.000000 Penalty: 5449.024414
	Iteration 65Q: 3 clusters Score -1.108906e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -11089040.000000 Penalty: 5449.024414
	Iteration 66Q: 3 clusters Score -1.108904e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -11089050.000000 Penalty: 5449.024414
	Iteration 67Q: 3 clusters Score -1.108905e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -11089040.000000 Penalty: 5449.024414
	Iteration 68Q: 3 clusters Score -1.108904e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -11089006.000000 Penalty: 5449.024414
	Iteration 69Q: 3 clusters Score -1.108901e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -11089008.000000 Penalty: 5449.024414
	Iteration 70Q: 3 clusters Score -1.108901e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -11088981.000000 Penalty: 5449.024414
	Iteration 71Q: 3 clusters Score -1.108898e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -11088981.000000 Penalty: 5449.024414
	Iteration 72Q: 3 clusters Score -1.108898e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -11089001.000000 Penalty: 5449.024414
	Iteration 73Q: 3 clusters Score -1.1089e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -11088988.000000 Penalty: 5449.024414
	Iteration 74Q: 3 clusters Score -1.108899e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -11088992.000000 Penalty: 5449.024414
	Iteration 75Q: 3 clusters Score -1.108899e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -11088983.000000 Penalty: 5449.024414
	Iteration 76Q: 3 clusters Score -1.108898e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -11088961.000000 Penalty: 5449.024414
	Iteration 77Q: 3 clusters Score -1.108896e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -11088961.000000 Penalty: 5449.024414
	Iteration 78Q: 3 clusters Score -1.108896e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -11088981.000000 Penalty: 5449.024414
	Iteration 79Q: 3 clusters Score -1.108898e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -11088975.000000 Penalty: 5449.024414
	Iteration 80F: 3 clusters Score -1.108898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -11088973.000000 Penalty: 5449.024414
	Iteration 81Q: 3 clusters Score -1.108897e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -11088950.000000 Penalty: 5449.024414
	Iteration 82Q: 3 clusters Score -1.108895e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -11088981.000000 Penalty: 5449.024414
	Iteration 83Q: 3 clusters Score -1.108898e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -11088913.000000 Penalty: 5449.024414
	Iteration 84Q: 3 clusters Score -1.108891e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -11088890.000000 Penalty: 5449.024414
	Iteration 85Q: 3 clusters Score -1.108889e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -11088878.000000 Penalty: 5449.024414
	Iteration 86Q: 3 clusters Score -1.108888e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -11088859.000000 Penalty: 5449.024414
	Iteration 87Q: 3 clusters Score -1.108886e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -11088824.000000 Penalty: 5449.024414
	Iteration 88Q: 3 clusters Score -1.108882e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -11088795.000000 Penalty: 5449.024414
	Iteration 89Q: 3 clusters Score -1.10888e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -11088797.000000 Penalty: 5449.024414
	Iteration 90Q: 3 clusters Score -1.10888e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -11088787.000000 Penalty: 5449.024414
	Iteration 91Q: 3 clusters Score -1.108879e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43485 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -11088716.000000 Penalty: 5449.024414
	Iteration 92Q: 3 clusters Score -1.108872e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -11088656.000000 Penalty: 5449.024414
	Iteration 93Q: 3 clusters Score -1.108866e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -11088616.000000 Penalty: 5449.024414
	Iteration 94Q: 3 clusters Score -1.108862e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -11088586.000000 Penalty: 5449.024414
	Iteration 95Q: 3 clusters Score -1.108859e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -11088548.000000 Penalty: 5449.024414
	Iteration 96Q: 3 clusters Score -1.108855e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -11088500.000000 Penalty: 5449.024414
	Iteration 97Q: 3 clusters Score -1.10885e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -11088466.000000 Penalty: 5449.024414
	Iteration 98Q: 3 clusters Score -1.108847e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -11088360.000000 Penalty: 5449.024414
	Iteration 99Q: 3 clusters Score -1.108836e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -11088283.000000 Penalty: 5449.024414
	Iteration 100F: 3 clusters Score -1.108828e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -11088220.000000 Penalty: 5449.024414
	Iteration 101Q: 3 clusters Score -1.108822e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -11088125.000000 Penalty: 5449.024414
	Iteration 102Q: 3 clusters Score -1.108812e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -11088066.000000 Penalty: 5449.024414
	Iteration 103Q: 3 clusters Score -1.108807e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -11087959.000000 Penalty: 5449.024414
	Iteration 104Q: 3 clusters Score -1.108796e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -11087812.000000 Penalty: 5449.024414
	Iteration 105Q: 3 clusters Score -1.108781e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -11087739.000000 Penalty: 5449.024414
	Iteration 106Q: 3 clusters Score -1.108774e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -11087680.000000 Penalty: 5449.024414
	Iteration 107Q: 3 clusters Score -1.108768e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -11087619.000000 Penalty: 5449.024414
	Iteration 108Q: 3 clusters Score -1.108762e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -11087571.000000 Penalty: 5449.024414
	Iteration 109Q: 3 clusters Score -1.108757e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -11087530.000000 Penalty: 5449.024414
	Iteration 110Q: 3 clusters Score -1.108753e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -11087505.000000 Penalty: 5449.024414
	Iteration 111Q: 3 clusters Score -1.10875e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -11087510.000000 Penalty: 5449.024414
	Iteration 112Q: 3 clusters Score -1.108751e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -11087515.000000 Penalty: 5449.024414
	Iteration 113Q: 3 clusters Score -1.108752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -11087497.000000 Penalty: 5449.024414
	Iteration 114Q: 3 clusters Score -1.10875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -11087508.000000 Penalty: 5449.024414
	Iteration 115Q: 3 clusters Score -1.108751e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -11087461.000000 Penalty: 5449.024414
	Iteration 116Q: 3 clusters Score -1.108746e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -11087441.000000 Penalty: 5449.024414
	Iteration 117Q: 3 clusters Score -1.108744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -11087421.000000 Penalty: 5449.024414
	Iteration 118Q: 3 clusters Score -1.108742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -11087417.000000 Penalty: 5449.024414
	Iteration 119Q: 3 clusters Score -1.108742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -11087421.000000 Penalty: 5449.024414
	Iteration 120F: 3 clusters Score -1.108742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -11087410.000000 Penalty: 5449.024414
	Iteration 121Q: 3 clusters Score -1.108741e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -11087398.000000 Penalty: 5449.024414
	Iteration 122Q: 3 clusters Score -1.10874e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -11087395.000000 Penalty: 5449.024414
	Iteration 123Q: 3 clusters Score -1.10874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -11087395.000000 Penalty: 5449.024414
	Iteration 124Q: 3 clusters Score -1.10874e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -11087385.000000 Penalty: 5449.024414
	Iteration 125Q: 3 clusters Score -1.108738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -11087385.000000 Penalty: 5449.024414
	Iteration 126Q: 3 clusters Score -1.108738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -11087380.000000 Penalty: 5449.024414
	Iteration 127Q: 3 clusters Score -1.108738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -11087384.000000 Penalty: 5449.024414
	Iteration 128Q: 3 clusters Score -1.108738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -11087394.000000 Penalty: 5449.024414
	Iteration 129Q: 3 clusters Score -1.108739e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -11087380.000000 Penalty: 5449.024414
	Iteration 130Q: 3 clusters Score -1.108738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -11087376.000000 Penalty: 5449.024414
	Iteration 131Q: 3 clusters Score -1.108738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -11087384.000000 Penalty: 5449.024414
	Iteration 132Q: 3 clusters Score -1.108738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -11087382.000000 Penalty: 5449.024414
	Iteration 133Q: 3 clusters Score -1.108738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -11087382.000000 Penalty: 5449.024414
	Iteration 134Q: 3 clusters Score -1.108738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -11087373.000000 Penalty: 5449.024414
	Iteration 135Q: 3 clusters Score -1.108737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -11087367.000000 Penalty: 5449.024414
	Iteration 136Q: 3 clusters Score -1.108737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -11087374.000000 Penalty: 5449.024414
	Iteration 137Q: 3 clusters Score -1.108737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -11087363.000000 Penalty: 5449.024414
	Iteration 138Q: 3 clusters Score -1.108736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -11087358.000000 Penalty: 5449.024414
	Iteration 139Q: 3 clusters Score -1.108736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -11087347.000000 Penalty: 5449.024414
	Iteration 140F: 3 clusters Score -1.108735e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -11087346.000000 Penalty: 5449.024414
	Iteration 141Q: 3 clusters Score -1.108735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -11087344.000000 Penalty: 5449.024414
	Iteration 142Q: 3 clusters Score -1.108734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -11087337.000000 Penalty: 5449.024414
	Iteration 143Q: 3 clusters Score -1.108734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -11087345.000000 Penalty: 5449.024414
	Iteration 144Q: 3 clusters Score -1.108734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -11087345.000000 Penalty: 5449.024414
	Iteration 145F: 3 clusters Score -1.108734e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 44426 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 46880 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 52780 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 15089 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45760 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 48293 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50843 members 
Mstep: Class 23 contains 45554 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49243 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 48493 members 
Mstep: Class 28 contains 47971 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 10545 members 
Entering Unmasked Estep 
Score: -137131856.000000 Penalty: 100613.093750
Splitting cluster 27 changes total score from -137129984.000000 to -137131856.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (47971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47971 members 
Entering Unmasked Estep 
Score: -8973871.000000 Penalty: 2673.031250
	Iteration 0F: 2 clusters Score -8973871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -8944258.000000 Penalty: 5346.062500
	Iteration 0F: 3 clusters Score -8944258 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -8956788.000000 Penalty: 5346.062500
	Iteration 1F: 3 clusters Score -8956788 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -8957945.000000 Penalty: 5346.062500
	Iteration 2F: 3 clusters Score -8957945 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -8959491.000000 Penalty: 5346.062500
	Iteration 3F: 3 clusters Score -8959491 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -8961777.000000 Penalty: 5346.062500
	Iteration 4F: 3 clusters Score -8961777 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -8964787.000000 Penalty: 5346.062500
	Iteration 5F: 3 clusters Score -8964787 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -8968441.000000 Penalty: 5346.062500
	Iteration 6F: 3 clusters Score -8968441 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -8971609.000000 Penalty: 5346.062500
	Iteration 7F: 3 clusters Score -8971609 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -8973479.000000 Penalty: 5346.062500
	Iteration 8Q: 3 clusters Score -8973479 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8974201.000000 Penalty: 5346.062500
	Iteration 9Q: 3 clusters Score -8974201 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8974529.000000 Penalty: 5346.062500
	Iteration 10Q: 3 clusters Score -8974529 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8974690.000000 Penalty: 5346.062500
	Iteration 11Q: 3 clusters Score -8974690 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -8974776.000000 Penalty: 5346.062500
	Iteration 12Q: 3 clusters Score -8974776 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -8974851.000000 Penalty: 5346.062500
	Iteration 13Q: 3 clusters Score -8974851 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8974899.000000 Penalty: 5346.062500
	Iteration 14Q: 3 clusters Score -8974899 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8974947.000000 Penalty: 5346.062500
	Iteration 15Q: 3 clusters Score -8974947 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -8974996.000000 Penalty: 5346.062500
	Iteration 16Q: 3 clusters Score -8974996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8975000.000000 Penalty: 5346.062500
	Iteration 17Q: 3 clusters Score -8975000 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -8974983.000000 Penalty: 5346.062500
	Iteration 18Q: 3 clusters Score -8974983 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8974962.000000 Penalty: 5346.062500
	Iteration 19Q: 3 clusters Score -8974962 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -8974963.000000 Penalty: 5346.062500
	Iteration 20F: 3 clusters Score -8974963 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8974974.000000 Penalty: 5346.062500
	Iteration 21Q: 3 clusters Score -8974974 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8974973.000000 Penalty: 5346.062500
	Iteration 22Q: 3 clusters Score -8974973 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -8974972.000000 Penalty: 5346.062500
	Iteration 23Q: 3 clusters Score -8974972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8974976.000000 Penalty: 5346.062500
	Iteration 24Q: 3 clusters Score -8974976 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -8975003.000000 Penalty: 5346.062500
	Iteration 25Q: 3 clusters Score -8975003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8975023.000000 Penalty: 5346.062500
	Iteration 26Q: 3 clusters Score -8975023 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -8975043.000000 Penalty: 5346.062500
	Iteration 27Q: 3 clusters Score -8975043 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -8975043.000000 Penalty: 5346.062500
	Iteration 28Q: 3 clusters Score -8975043 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8975026.000000 Penalty: 5346.062500
	Iteration 29Q: 3 clusters Score -8975026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8975035.000000 Penalty: 5346.062500
	Iteration 30Q: 3 clusters Score -8975035 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8975033.000000 Penalty: 5346.062500
	Iteration 31Q: 3 clusters Score -8975033 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8975053.000000 Penalty: 5346.062500
	Iteration 32Q: 3 clusters Score -8975053 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -8975087.000000 Penalty: 5346.062500
	Iteration 33Q: 3 clusters Score -8975087 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8975050.000000 Penalty: 5346.062500
	Iteration 34Q: 3 clusters Score -8975050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -8975041.000000 Penalty: 5346.062500
	Iteration 35Q: 3 clusters Score -8975041 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -8975031.000000 Penalty: 5346.062500
	Iteration 36Q: 3 clusters Score -8975031 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8975017.000000 Penalty: 5346.062500
	Iteration 37Q: 3 clusters Score -8975017 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -8975001.000000 Penalty: 5346.062500
	Iteration 38Q: 3 clusters Score -8975001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8974978.000000 Penalty: 5346.062500
	Iteration 39Q: 3 clusters Score -8974978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8974986.000000 Penalty: 5346.062500
	Iteration 40F: 3 clusters Score -8974986 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -8974969.000000 Penalty: 5346.062500
	Iteration 41Q: 3 clusters Score -8974969 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8974932.000000 Penalty: 5346.062500
	Iteration 42Q: 3 clusters Score -8974932 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8974917.000000 Penalty: 5346.062500
	Iteration 43Q: 3 clusters Score -8974917 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8974909.000000 Penalty: 5346.062500
	Iteration 44Q: 3 clusters Score -8974909 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8974922.000000 Penalty: 5346.062500
	Iteration 45Q: 3 clusters Score -8974922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8974912.000000 Penalty: 5346.062500
	Iteration 46Q: 3 clusters Score -8974912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8974891.000000 Penalty: 5346.062500
	Iteration 47Q: 3 clusters Score -8974891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8974893.000000 Penalty: 5346.062500
	Iteration 48Q: 3 clusters Score -8974893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8974891.000000 Penalty: 5346.062500
	Iteration 49Q: 3 clusters Score -8974891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8974876.000000 Penalty: 5346.062500
	Iteration 50Q: 3 clusters Score -8974876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8974867.000000 Penalty: 5346.062500
	Iteration 51Q: 3 clusters Score -8974867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -8974862.000000 Penalty: 5346.062500
	Iteration 52Q: 3 clusters Score -8974862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8974844.000000 Penalty: 5346.062500
	Iteration 53Q: 3 clusters Score -8974844 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8974816.000000 Penalty: 5346.062500
	Iteration 54Q: 3 clusters Score -8974816 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8974796.000000 Penalty: 5346.062500
	Iteration 55Q: 3 clusters Score -8974796 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8974800.000000 Penalty: 5346.062500
	Iteration 56Q: 3 clusters Score -8974800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8974794.000000 Penalty: 5346.062500
	Iteration 57Q: 3 clusters Score -8974794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8974786.000000 Penalty: 5346.062500
	Iteration 58Q: 3 clusters Score -8974786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8974777.000000 Penalty: 5346.062500
	Iteration 59Q: 3 clusters Score -8974777 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8974756.000000 Penalty: 5346.062500
	Iteration 60F: 3 clusters Score -8974756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8974714.000000 Penalty: 5346.062500
	Iteration 61Q: 3 clusters Score -8974714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8974699.000000 Penalty: 5346.062500
	Iteration 62Q: 3 clusters Score -8974699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8974684.000000 Penalty: 5346.062500
	Iteration 63Q: 3 clusters Score -8974684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8974711.000000 Penalty: 5346.062500
	Iteration 64Q: 3 clusters Score -8974711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8974692.000000 Penalty: 5346.062500
	Iteration 65Q: 3 clusters Score -8974692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8974679.000000 Penalty: 5346.062500
	Iteration 66Q: 3 clusters Score -8974679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8974659.000000 Penalty: 5346.062500
	Iteration 67Q: 3 clusters Score -8974659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8974631.000000 Penalty: 5346.062500
	Iteration 68Q: 3 clusters Score -8974631 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -8974620.000000 Penalty: 5346.062500
	Iteration 69Q: 3 clusters Score -8974620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8974598.000000 Penalty: 5346.062500
	Iteration 70Q: 3 clusters Score -8974598 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8974597.000000 Penalty: 5346.062500
	Iteration 71Q: 3 clusters Score -8974597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -8974595.000000 Penalty: 5346.062500
	Iteration 72Q: 3 clusters Score -8974595 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8974589.000000 Penalty: 5346.062500
	Iteration 73Q: 3 clusters Score -8974589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8974568.000000 Penalty: 5346.062500
	Iteration 74Q: 3 clusters Score -8974568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8974559.000000 Penalty: 5346.062500
	Iteration 75Q: 3 clusters Score -8974559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8974546.000000 Penalty: 5346.062500
	Iteration 76Q: 3 clusters Score -8974546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8974523.000000 Penalty: 5346.062500
	Iteration 77Q: 3 clusters Score -8974523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8974518.000000 Penalty: 5346.062500
	Iteration 78Q: 3 clusters Score -8974518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8974493.000000 Penalty: 5346.062500
	Iteration 79Q: 3 clusters Score -8974493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 5346.062500
	Iteration 80F: 3 clusters Score -8974486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8974469.000000 Penalty: 5346.062500
	Iteration 81Q: 3 clusters Score -8974469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -8974481.000000 Penalty: 5346.062500
	Iteration 82Q: 3 clusters Score -8974481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8974491.000000 Penalty: 5346.062500
	Iteration 83Q: 3 clusters Score -8974491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8974463.000000 Penalty: 5346.062500
	Iteration 84Q: 3 clusters Score -8974463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8974439.000000 Penalty: 5346.062500
	Iteration 85Q: 3 clusters Score -8974439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8974428.000000 Penalty: 5346.062500
	Iteration 86Q: 3 clusters Score -8974428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8974408.000000 Penalty: 5346.062500
	Iteration 87Q: 3 clusters Score -8974408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8974405.000000 Penalty: 5346.062500
	Iteration 88Q: 3 clusters Score -8974405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8974405.000000 Penalty: 5346.062500
	Iteration 89Q: 3 clusters Score -8974405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8974396.000000 Penalty: 5346.062500
	Iteration 90Q: 3 clusters Score -8974396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8974380.000000 Penalty: 5346.062500
	Iteration 91Q: 3 clusters Score -8974380 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8974379.000000 Penalty: 5346.062500
	Iteration 92Q: 3 clusters Score -8974379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8974372.000000 Penalty: 5346.062500
	Iteration 93Q: 3 clusters Score -8974372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8974347.000000 Penalty: 5346.062500
	Iteration 94Q: 3 clusters Score -8974347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8974333.000000 Penalty: 5346.062500
	Iteration 95Q: 3 clusters Score -8974333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -8974328.000000 Penalty: 5346.062500
	Iteration 96Q: 3 clusters Score -8974328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8974331.000000 Penalty: 5346.062500
	Iteration 97Q: 3 clusters Score -8974331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8974308.000000 Penalty: 5346.062500
	Iteration 98Q: 3 clusters Score -8974308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8974300.000000 Penalty: 5346.062500
	Iteration 99Q: 3 clusters Score -8974300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -8974295.000000 Penalty: 5346.062500
	Iteration 100F: 3 clusters Score -8974295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8974286.000000 Penalty: 5346.062500
	Iteration 101Q: 3 clusters Score -8974286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8974279.000000 Penalty: 5346.062500
	Iteration 102Q: 3 clusters Score -8974279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8974254.000000 Penalty: 5346.062500
	Iteration 103Q: 3 clusters Score -8974254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8974239.000000 Penalty: 5346.062500
	Iteration 104Q: 3 clusters Score -8974239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8974239.000000 Penalty: 5346.062500
	Iteration 105Q: 3 clusters Score -8974239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8974216.000000 Penalty: 5346.062500
	Iteration 106Q: 3 clusters Score -8974216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8974201.000000 Penalty: 5346.062500
	Iteration 107Q: 3 clusters Score -8974201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8974201.000000 Penalty: 5346.062500
	Iteration 108Q: 3 clusters Score -8974201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8974153.000000 Penalty: 5346.062500
	Iteration 109Q: 3 clusters Score -8974153 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8974163.000000 Penalty: 5346.062500
	Iteration 110Q: 3 clusters Score -8974163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8974127.000000 Penalty: 5346.062500
	Iteration 111Q: 3 clusters Score -8974127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8974110.000000 Penalty: 5346.062500
	Iteration 112Q: 3 clusters Score -8974110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8974106.000000 Penalty: 5346.062500
	Iteration 113Q: 3 clusters Score -8974106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8974094.000000 Penalty: 5346.062500
	Iteration 114Q: 3 clusters Score -8974094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8974083.000000 Penalty: 5346.062500
	Iteration 115Q: 3 clusters Score -8974083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8974072.000000 Penalty: 5346.062500
	Iteration 116Q: 3 clusters Score -8974072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -8974077.000000 Penalty: 5346.062500
	Iteration 117Q: 3 clusters Score -8974077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8974061.000000 Penalty: 5346.062500
	Iteration 118Q: 3 clusters Score -8974061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8974054.000000 Penalty: 5346.062500
	Iteration 119Q: 3 clusters Score -8974054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8974042.000000 Penalty: 5346.062500
	Iteration 120F: 3 clusters Score -8974042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8974037.000000 Penalty: 5346.062500
	Iteration 121Q: 3 clusters Score -8974037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8974025.000000 Penalty: 5346.062500
	Iteration 122Q: 3 clusters Score -8974025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -8974027.000000 Penalty: 5346.062500
	Iteration 123Q: 3 clusters Score -8974027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8974023.000000 Penalty: 5346.062500
	Iteration 124Q: 3 clusters Score -8974023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8974023.000000 Penalty: 5346.062500
	Iteration 125Q: 3 clusters Score -8974023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8974028.000000 Penalty: 5346.062500
	Iteration 126Q: 3 clusters Score -8974028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -8974010.000000 Penalty: 5346.062500
	Iteration 127Q: 3 clusters Score -8974010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8974008.000000 Penalty: 5346.062500
	Iteration 128Q: 3 clusters Score -8974008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8973996.000000 Penalty: 5346.062500
	Iteration 129Q: 3 clusters Score -8973996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -8973989.000000 Penalty: 5346.062500
	Iteration 130Q: 3 clusters Score -8973989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8973982.000000 Penalty: 5346.062500
	Iteration 131Q: 3 clusters Score -8973982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8973980.000000 Penalty: 5346.062500
	Iteration 132Q: 3 clusters Score -8973980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8973963.000000 Penalty: 5346.062500
	Iteration 133Q: 3 clusters Score -8973963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -8973942.000000 Penalty: 5346.062500
	Iteration 134Q: 3 clusters Score -8973942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8973954.000000 Penalty: 5346.062500
	Iteration 135Q: 3 clusters Score -8973954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8973935.000000 Penalty: 5346.062500
	Iteration 136Q: 3 clusters Score -8973935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -8973936.000000 Penalty: 5346.062500
	Iteration 137Q: 3 clusters Score -8973936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8973938.000000 Penalty: 5346.062500
	Iteration 138Q: 3 clusters Score -8973938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8973938.000000 Penalty: 5346.062500
	Iteration 139Q: 3 clusters Score -8973938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -8973931.000000 Penalty: 5346.062500
	Iteration 140F: 3 clusters Score -8973931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -8973926.000000 Penalty: 5346.062500
	Iteration 141Q: 3 clusters Score -8973926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8973921.000000 Penalty: 5346.062500
	Iteration 142Q: 3 clusters Score -8973921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8973918.000000 Penalty: 5346.062500
	Iteration 143Q: 3 clusters Score -8973918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8973918.000000 Penalty: 5346.062500
	Iteration 144F: 3 clusters Score -8973918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 44426 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 46880 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 52780 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 15089 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45760 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 48293 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50843 members 
Mstep: Class 23 contains 45554 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49243 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 48493 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 10545 members 
Mstep: Class 31 contains 45751 members 
Entering Unmasked Estep 
Score: -137131152.000000 Penalty: 103966.859375
Splitting cluster 28 changes total score from -137129984.000000 to -137131152.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 29 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -313134.468750 Penalty: 1849.343994
	Iteration 0F: 2 clusters Score -313134.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -310708.531250 Penalty: 3698.687988
	Iteration 0F: 3 clusters Score -310708.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -311111.062500 Penalty: 3698.687988
	Iteration 1F: 3 clusters Score -311111.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -311209.937500 Penalty: 3698.687988
	Iteration 2F: 3 clusters Score -311209.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -311254.843750 Penalty: 3698.687988
	Iteration 3Q: 3 clusters Score -311254.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -311283.156250 Penalty: 3698.687988
	Iteration 4Q: 3 clusters Score -311283.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -311304.750000 Penalty: 3698.687988
	Iteration 5Q: 3 clusters Score -311304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -311323.343750 Penalty: 3698.687988
	Iteration 6Q: 3 clusters Score -311323.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -311341.687500 Penalty: 3698.687988
	Iteration 7Q: 3 clusters Score -311341.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -311350.093750 Penalty: 3698.687988
	Iteration 8Q: 3 clusters Score -311350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -311355.500000 Penalty: 3698.687988
	Iteration 9Q: 3 clusters Score -311355.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -311359.968750 Penalty: 3698.687988
	Iteration 10Q: 3 clusters Score -311360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -311364.375000 Penalty: 3698.687988
	Iteration 11Q: 3 clusters Score -311364.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -311368.156250 Penalty: 3698.687988
	Iteration 12Q: 3 clusters Score -311368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -311370.875000 Penalty: 3698.687988
	Iteration 13Q: 3 clusters Score -311370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311372.437500 Penalty: 3698.687988
	Iteration 14Q: 3 clusters Score -311372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -311373.406250 Penalty: 3698.687988
	Iteration 15Q: 3 clusters Score -311373.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -311373.781250 Penalty: 3698.687988
	Iteration 16Q: 3 clusters Score -311373.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -311376.312500 Penalty: 3698.687988
	Iteration 17Q: 3 clusters Score -311376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311377.437500 Penalty: 3698.687988
	Iteration 18Q: 3 clusters Score -311377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -311378.218750 Penalty: 3698.687988
	Iteration 19Q: 3 clusters Score -311378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -311378.375000 Penalty: 3698.687988
	Iteration 20F: 3 clusters Score -311378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6068 members 
Mstep: Class 4 contains 44426 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 6072 members 
Mstep: Class 7 contains 46880 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 52780 members 
Mstep: Class 11 contains 7931 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 15089 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45760 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 38800 members 
Mstep: Class 20 contains 48293 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50843 members 
Mstep: Class 23 contains 45554 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49243 members 
Mstep: Class 26 contains 1935 members 
Mstep: Class 27 contains 48493 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 1732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132736.000000 Penalty: 103966.859375
Iteration 199Q: 32 clusters Score -1.371327e+08 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 44386 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 6088 members 
Mstep: Class 7 contains 46825 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 48074 members 
Mstep: Class 10 contains 52606 members 
Mstep: Class 11 contains 7898 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44529 members 
Mstep: Class 14 contains 15133 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45816 members 
Mstep: Class 17 contains 28785 members 
Mstep: Class 18 contains 47563 members 
Mstep: Class 19 contains 38679 members 
Mstep: Class 20 contains 48164 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50837 members 
Mstep: Class 23 contains 45396 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49204 members 
Mstep: Class 26 contains 1939 members 
Mstep: Class 27 contains 49126 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 10974 members 
Mstep: Class 31 contains 45065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134528.000000 Penalty: 103966.859375
Iteration 200F: 32 clusters Score -1.371345e+08 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 44337 members 
Mstep: Class 5 contains 4355 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 46781 members 
Mstep: Class 8 contains 709 members 
Mstep: Class 9 contains 48103 members 
Mstep: Class 10 contains 52523 members 
Mstep: Class 11 contains 7856 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44532 members 
Mstep: Class 14 contains 15165 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45503 members 
Mstep: Class 17 contains 28713 members 
Mstep: Class 18 contains 47478 members 
Mstep: Class 19 contains 38428 members 
Mstep: Class 20 contains 47817 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50790 members 
Mstep: Class 23 contains 45067 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49172 members 
Mstep: Class 26 contains 1943 members 
Mstep: Class 27 contains 49810 members 
Mstep: Class 28 contains 2274 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 12008 members 
Mstep: Class 31 contains 45051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135184.000000 Penalty: 103966.859375
Iteration 201Q: 32 clusters Score -1.371352e+08 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6007 members 
Mstep: Class 4 contains 44280 members 
Mstep: Class 5 contains 4331 members 
Mstep: Class 6 contains 6045 members 
Mstep: Class 7 contains 46773 members 
Mstep: Class 8 contains 711 members 
Mstep: Class 9 contains 48063 members 
Mstep: Class 10 contains 52451 members 
Mstep: Class 11 contains 7825 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44546 members 
Mstep: Class 14 contains 15199 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 45223 members 
Mstep: Class 17 contains 28658 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 19 contains 38183 members 
Mstep: Class 20 contains 47481 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50755 members 
Mstep: Class 23 contains 44749 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49171 members 
Mstep: Class 26 contains 1948 members 
Mstep: Class 27 contains 50728 members 
Mstep: Class 28 contains 2284 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 12752 members 
Mstep: Class 31 contains 44881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135728.000000 Penalty: 103966.859375
Iteration 202Q: 32 clusters Score -1.371357e+08 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5989 members 
Mstep: Class 4 contains 44211 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 46742 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 47978 members 
Mstep: Class 10 contains 52434 members 
Mstep: Class 11 contains 7805 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44558 members 
Mstep: Class 14 contains 15228 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44967 members 
Mstep: Class 17 contains 28600 members 
Mstep: Class 18 contains 47486 members 
Mstep: Class 19 contains 37981 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50728 members 
Mstep: Class 23 contains 44485 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49172 members 
Mstep: Class 26 contains 1954 members 
Mstep: Class 27 contains 51509 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 13396 members 
Mstep: Class 31 contains 44665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136384.000000 Penalty: 103966.859375
Iteration 203Q: 32 clusters Score -1.371364e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5970 members 
Mstep: Class 4 contains 44147 members 
Mstep: Class 5 contains 4291 members 
Mstep: Class 6 contains 6037 members 
Mstep: Class 7 contains 46706 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 47857 members 
Mstep: Class 10 contains 52401 members 
Mstep: Class 11 contains 7793 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44574 members 
Mstep: Class 14 contains 15257 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44736 members 
Mstep: Class 17 contains 28552 members 
Mstep: Class 18 contains 47509 members 
Mstep: Class 19 contains 37828 members 
Mstep: Class 20 contains 47092 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50730 members 
Mstep: Class 23 contains 44258 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49145 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 52240 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 13954 members 
Mstep: Class 31 contains 44463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136672.000000 Penalty: 103966.859375
Iteration 204Q: 32 clusters Score -1.371367e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5939 members 
Mstep: Class 4 contains 44111 members 
Mstep: Class 5 contains 4281 members 
Mstep: Class 6 contains 6032 members 
Mstep: Class 7 contains 46631 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 47709 members 
Mstep: Class 10 contains 52359 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44583 members 
Mstep: Class 14 contains 15301 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44562 members 
Mstep: Class 17 contains 28509 members 
Mstep: Class 18 contains 47593 members 
Mstep: Class 19 contains 37704 members 
Mstep: Class 20 contains 46956 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50720 members 
Mstep: Class 23 contains 44073 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49120 members 
Mstep: Class 26 contains 1960 members 
Mstep: Class 27 contains 52855 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 14490 members 
Mstep: Class 31 contains 44221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136528.000000 Penalty: 103966.859375
Iteration 205Q: 32 clusters Score -1.371365e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5924 members 
Mstep: Class 4 contains 44030 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 6025 members 
Mstep: Class 7 contains 46540 members 
Mstep: Class 8 contains 714 members 
Mstep: Class 9 contains 47567 members 
Mstep: Class 10 contains 52273 members 
Mstep: Class 11 contains 7773 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44593 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 44439 members 
Mstep: Class 17 contains 28451 members 
Mstep: Class 18 contains 47630 members 
Mstep: Class 19 contains 37538 members 
Mstep: Class 20 contains 46878 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50728 members 
Mstep: Class 23 contains 43898 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49103 members 
Mstep: Class 26 contains 1962 members 
Mstep: Class 27 contains 53543 members 
Mstep: Class 28 contains 2311 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 15041 members 
Mstep: Class 31 contains 43938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136704.000000 Penalty: 103966.859375
Iteration 206Q: 32 clusters Score -1.371367e+08 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5907 members 
Mstep: Class 4 contains 43940 members 
Mstep: Class 5 contains 4266 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 46507 members 
Mstep: Class 8 contains 714 members 
Mstep: Class 9 contains 47470 members 
Mstep: Class 10 contains 52190 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44604 members 
Mstep: Class 14 contains 15391 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 44355 members 
Mstep: Class 17 contains 28397 members 
Mstep: Class 18 contains 47601 members 
Mstep: Class 19 contains 37371 members 
Mstep: Class 20 contains 46758 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 50676 members 
Mstep: Class 23 contains 43682 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49083 members 
Mstep: Class 26 contains 1964 members 
Mstep: Class 27 contains 54285 members 
Mstep: Class 28 contains 2321 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 15600 members 
Mstep: Class 31 contains 43638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136784.000000 Penalty: 103966.859375
Iteration 207Q: 32 clusters Score -1.371368e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 43865 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 6018 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 714 members 
Mstep: Class 9 contains 47376 members 
Mstep: Class 10 contains 52092 members 
Mstep: Class 11 contains 7756 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 15441 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44309 members 
Mstep: Class 17 contains 28349 members 
Mstep: Class 18 contains 47479 members 
Mstep: Class 19 contains 37194 members 
Mstep: Class 20 contains 46657 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50614 members 
Mstep: Class 23 contains 43454 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49069 members 
Mstep: Class 26 contains 1967 members 
Mstep: Class 27 contains 55096 members 
Mstep: Class 28 contains 2334 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 16209 members 
Mstep: Class 31 contains 43257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136768.000000 Penalty: 103966.859375
Iteration 208Q: 32 clusters Score -1.371368e+08 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5889 members 
Mstep: Class 4 contains 43822 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 6016 members 
Mstep: Class 7 contains 46474 members 
Mstep: Class 8 contains 714 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 52026 members 
Mstep: Class 11 contains 7758 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44623 members 
Mstep: Class 14 contains 15487 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44238 members 
Mstep: Class 17 contains 28308 members 
Mstep: Class 18 contains 47247 members 
Mstep: Class 19 contains 37070 members 
Mstep: Class 20 contains 46564 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 50378 members 
Mstep: Class 23 contains 43257 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49038 members 
Mstep: Class 26 contains 1968 members 
Mstep: Class 27 contains 55960 members 
Mstep: Class 28 contains 2353 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 16927 members 
Mstep: Class 31 contains 42838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137136.000000 Penalty: 103966.859375
Iteration 209Q: 32 clusters Score -1.371371e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5892 members 
Mstep: Class 4 contains 43756 members 
Mstep: Class 5 contains 4258 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 46495 members 
Mstep: Class 8 contains 714 members 
Mstep: Class 9 contains 47186 members 
Mstep: Class 10 contains 52035 members 
Mstep: Class 11 contains 7744 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44630 members 
Mstep: Class 14 contains 15535 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44218 members 
Mstep: Class 17 contains 28293 members 
Mstep: Class 18 contains 47036 members 
Mstep: Class 19 contains 36908 members 
Mstep: Class 20 contains 46471 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50205 members 
Mstep: Class 23 contains 43031 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 49018 members 
Mstep: Class 26 contains 1970 members 
Mstep: Class 27 contains 56643 members 
Mstep: Class 28 contains 2370 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 17669 members 
Mstep: Class 31 contains 42427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137648.000000 Penalty: 103966.859375
Iteration 210Q: 32 clusters Score -1.371376e+08 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5877 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 4262 members 
Mstep: Class 6 contains 5998 members 
Mstep: Class 7 contains 46462 members 
Mstep: Class 8 contains 715 members 
Mstep: Class 9 contains 47116 members 
Mstep: Class 10 contains 51988 members 
Mstep: Class 11 contains 7743 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44650 members 
Mstep: Class 14 contains 15607 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44215 members 
Mstep: Class 17 contains 28261 members 
Mstep: Class 18 contains 46803 members 
Mstep: Class 19 contains 36728 members 
Mstep: Class 20 contains 46396 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50093 members 
Mstep: Class 23 contains 42785 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48964 members 
Mstep: Class 26 contains 1971 members 
Mstep: Class 27 contains 57249 members 
Mstep: Class 28 contains 2395 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 18442 members 
Mstep: Class 31 contains 42063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137792.000000 Penalty: 103966.859375
Iteration 211Q: 32 clusters Score -1.371378e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5862 members 
Mstep: Class 4 contains 43724 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 5994 members 
Mstep: Class 7 contains 46443 members 
Mstep: Class 8 contains 715 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 51969 members 
Mstep: Class 11 contains 7730 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44658 members 
Mstep: Class 14 contains 15646 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44214 members 
Mstep: Class 17 contains 28222 members 
Mstep: Class 18 contains 46595 members 
Mstep: Class 19 contains 36540 members 
Mstep: Class 20 contains 46339 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50005 members 
Mstep: Class 23 contains 42520 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48941 members 
Mstep: Class 26 contains 1975 members 
Mstep: Class 27 contains 57656 members 
Mstep: Class 28 contains 2419 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 19267 members 
Mstep: Class 31 contains 41684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138064.000000 Penalty: 103966.859375
Iteration 212Q: 32 clusters Score -1.371381e+08 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5847 members 
Mstep: Class 4 contains 43709 members 
Mstep: Class 5 contains 4269 members 
Mstep: Class 6 contains 5989 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 47130 members 
Mstep: Class 10 contains 52032 members 
Mstep: Class 11 contains 7720 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44666 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44207 members 
Mstep: Class 17 contains 28197 members 
Mstep: Class 18 contains 46559 members 
Mstep: Class 19 contains 36338 members 
Mstep: Class 20 contains 46232 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49894 members 
Mstep: Class 23 contains 42239 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48912 members 
Mstep: Class 26 contains 1978 members 
Mstep: Class 27 contains 57930 members 
Mstep: Class 28 contains 2446 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 20135 members 
Mstep: Class 31 contains 41226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138128.000000 Penalty: 103966.859375
Iteration 213Q: 32 clusters Score -1.371381e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5835 members 
Mstep: Class 4 contains 43667 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 5982 members 
Mstep: Class 7 contains 46393 members 
Mstep: Class 8 contains 716 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 52105 members 
Mstep: Class 11 contains 7705 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44654 members 
Mstep: Class 14 contains 15745 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44216 members 
Mstep: Class 17 contains 28191 members 
Mstep: Class 18 contains 46572 members 
Mstep: Class 19 contains 36154 members 
Mstep: Class 20 contains 46123 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49860 members 
Mstep: Class 23 contains 42010 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48891 members 
Mstep: Class 26 contains 1982 members 
Mstep: Class 27 contains 58080 members 
Mstep: Class 28 contains 2460 members 
Mstep: Class 29 contains 1726 members 
Mstep: Class 30 contains 20950 members 
Mstep: Class 31 contains 40825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138336.000000 Penalty: 103966.859375
Iteration 214Q: 32 clusters Score -1.371383e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5838 members 
Mstep: Class 4 contains 43627 members 
Mstep: Class 5 contains 4279 members 
Mstep: Class 6 contains 5974 members 
Mstep: Class 7 contains 46271 members 
Mstep: Class 8 contains 717 members 
Mstep: Class 9 contains 47122 members 
Mstep: Class 10 contains 52177 members 
Mstep: Class 11 contains 7691 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44644 members 
Mstep: Class 14 contains 15791 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44190 members 
Mstep: Class 17 contains 28190 members 
Mstep: Class 18 contains 46497 members 
Mstep: Class 19 contains 35977 members 
Mstep: Class 20 contains 46054 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 49947 members 
Mstep: Class 23 contains 41818 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48857 members 
Mstep: Class 26 contains 1983 members 
Mstep: Class 27 contains 58200 members 
Mstep: Class 28 contains 2462 members 
Mstep: Class 29 contains 1725 members 
Mstep: Class 30 contains 21721 members 
Mstep: Class 31 contains 40485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138480.000000 Penalty: 103966.859375
Iteration 215Q: 32 clusters Score -1.371385e+08 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5840 members 
Mstep: Class 4 contains 43618 members 
Mstep: Class 5 contains 4288 members 
Mstep: Class 6 contains 5969 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 47140 members 
Mstep: Class 10 contains 52211 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44638 members 
Mstep: Class 14 contains 15820 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44180 members 
Mstep: Class 17 contains 28179 members 
Mstep: Class 18 contains 46466 members 
Mstep: Class 19 contains 35800 members 
Mstep: Class 20 contains 46025 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50034 members 
Mstep: Class 23 contains 41663 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48799 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 58217 members 
Mstep: Class 28 contains 2463 members 
Mstep: Class 29 contains 1724 members 
Mstep: Class 30 contains 22491 members 
Mstep: Class 31 contains 40144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138128.000000 Penalty: 103966.859375
Iteration 216Q: 32 clusters Score -1.371381e+08 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5849 members 
Mstep: Class 4 contains 43606 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 46024 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 47178 members 
Mstep: Class 10 contains 52264 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44641 members 
Mstep: Class 14 contains 15833 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44175 members 
Mstep: Class 17 contains 28156 members 
Mstep: Class 18 contains 46507 members 
Mstep: Class 19 contains 35594 members 
Mstep: Class 20 contains 45958 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50056 members 
Mstep: Class 23 contains 41510 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48781 members 
Mstep: Class 26 contains 1986 members 
Mstep: Class 27 contains 58158 members 
Mstep: Class 28 contains 2467 members 
Mstep: Class 29 contains 1725 members 
Mstep: Class 30 contains 23222 members 
Mstep: Class 31 contains 39892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138688.000000 Penalty: 103966.859375
Iteration 217Q: 32 clusters Score -1.371387e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 43592 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 5961 members 
Mstep: Class 7 contains 45901 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 47209 members 
Mstep: Class 10 contains 52225 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44645 members 
Mstep: Class 14 contains 15850 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44195 members 
Mstep: Class 17 contains 28132 members 
Mstep: Class 18 contains 46535 members 
Mstep: Class 19 contains 35388 members 
Mstep: Class 20 contains 45936 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 50094 members 
Mstep: Class 23 contains 41386 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48756 members 
Mstep: Class 26 contains 1988 members 
Mstep: Class 27 contains 57991 members 
Mstep: Class 28 contains 2475 members 
Mstep: Class 29 contains 1727 members 
Mstep: Class 30 contains 23913 members 
Mstep: Class 31 contains 39797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139104.000000 Penalty: 103966.859375
Iteration 218Q: 32 clusters Score -1.371391e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5851 members 
Mstep: Class 4 contains 43567 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 45800 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 52181 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44643 members 
Mstep: Class 14 contains 15878 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44228 members 
Mstep: Class 17 contains 28113 members 
Mstep: Class 18 contains 46622 members 
Mstep: Class 19 contains 35178 members 
Mstep: Class 20 contains 45875 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 50157 members 
Mstep: Class 23 contains 41272 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48724 members 
Mstep: Class 26 contains 1988 members 
Mstep: Class 27 contains 57878 members 
Mstep: Class 28 contains 2483 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 24560 members 
Mstep: Class 31 contains 39650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139264.000000 Penalty: 103966.859375
Iteration 219Q: 32 clusters Score -1.371393e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 4296 members 
Mstep: Class 6 contains 5955 members 
Mstep: Class 7 contains 45735 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 47212 members 
Mstep: Class 10 contains 52158 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44649 members 
Mstep: Class 14 contains 15906 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44265 members 
Mstep: Class 17 contains 28099 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 34947 members 
Mstep: Class 20 contains 45845 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 50215 members 
Mstep: Class 23 contains 41123 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48698 members 
Mstep: Class 26 contains 1989 members 
Mstep: Class 27 contains 57729 members 
Mstep: Class 28 contains 2493 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 25201 members 
Mstep: Class 31 contains 39528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139904.000000 Penalty: 103966.859375
Iteration 220F: 32 clusters Score -1.371399e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 43562 members 
Mstep: Class 5 contains 4302 members 
Mstep: Class 6 contains 5949 members 
Mstep: Class 7 contains 45696 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 47227 members 
Mstep: Class 10 contains 52046 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44311 members 
Mstep: Class 17 contains 28068 members 
Mstep: Class 18 contains 46666 members 
Mstep: Class 19 contains 34730 members 
Mstep: Class 20 contains 45813 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 50261 members 
Mstep: Class 23 contains 41031 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48671 members 
Mstep: Class 26 contains 1990 members 
Mstep: Class 27 contains 57664 members 
Mstep: Class 28 contains 2502 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 26172 members 
Mstep: Class 31 contains 39042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140016.000000 Penalty: 103966.859375
Iteration 221Q: 32 clusters Score -1.3714e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5845 members 
Mstep: Class 4 contains 43555 members 
Mstep: Class 5 contains 4308 members 
Mstep: Class 6 contains 5935 members 
Mstep: Class 7 contains 45676 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47231 members 
Mstep: Class 10 contains 51947 members 
Mstep: Class 11 contains 7673 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44647 members 
Mstep: Class 14 contains 15937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44308 members 
Mstep: Class 17 contains 28038 members 
Mstep: Class 18 contains 46678 members 
Mstep: Class 19 contains 34580 members 
Mstep: Class 20 contains 45804 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 50242 members 
Mstep: Class 23 contains 40913 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48630 members 
Mstep: Class 26 contains 1992 members 
Mstep: Class 27 contains 57595 members 
Mstep: Class 28 contains 2511 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 27165 members 
Mstep: Class 31 contains 38579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140368.000000 Penalty: 103966.859375
Iteration 222Q: 32 clusters Score -1.371404e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5846 members 
Mstep: Class 4 contains 43529 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 5927 members 
Mstep: Class 7 contains 45693 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 47203 members 
Mstep: Class 10 contains 51870 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44648 members 
Mstep: Class 14 contains 15940 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44276 members 
Mstep: Class 17 contains 28013 members 
Mstep: Class 18 contains 46679 members 
Mstep: Class 19 contains 34410 members 
Mstep: Class 20 contains 45810 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50219 members 
Mstep: Class 23 contains 40809 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48586 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 57465 members 
Mstep: Class 28 contains 2522 members 
Mstep: Class 29 contains 1729 members 
Mstep: Class 30 contains 28217 members 
Mstep: Class 31 contains 38139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141040.000000 Penalty: 103966.859375
Iteration 223Q: 32 clusters Score -1.37141e+08 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5841 members 
Mstep: Class 4 contains 43484 members 
Mstep: Class 5 contains 4323 members 
Mstep: Class 6 contains 5928 members 
Mstep: Class 7 contains 45723 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 47205 members 
Mstep: Class 10 contains 51790 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44644 members 
Mstep: Class 14 contains 15957 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44247 members 
Mstep: Class 17 contains 27987 members 
Mstep: Class 18 contains 46682 members 
Mstep: Class 19 contains 34223 members 
Mstep: Class 20 contains 45801 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50144 members 
Mstep: Class 23 contains 40709 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48574 members 
Mstep: Class 26 contains 1995 members 
Mstep: Class 27 contains 57275 members 
Mstep: Class 28 contains 2539 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 29356 members 
Mstep: Class 31 contains 37677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141440.000000 Penalty: 103966.859375
Iteration 224Q: 32 clusters Score -1.371414e+08 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5839 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 4325 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 45768 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 47186 members 
Mstep: Class 10 contains 51747 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44646 members 
Mstep: Class 14 contains 15977 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44171 members 
Mstep: Class 17 contains 27946 members 
Mstep: Class 18 contains 46665 members 
Mstep: Class 19 contains 34051 members 
Mstep: Class 20 contains 45817 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50063 members 
Mstep: Class 23 contains 40617 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48539 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 57135 members 
Mstep: Class 28 contains 2546 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 30472 members 
Mstep: Class 31 contains 37234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142288.000000 Penalty: 103966.859375
Iteration 225Q: 32 clusters Score -1.371423e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 43418 members 
Mstep: Class 5 contains 4328 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 45792 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 47189 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44644 members 
Mstep: Class 14 contains 15999 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 44073 members 
Mstep: Class 17 contains 27917 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 33857 members 
Mstep: Class 20 contains 45799 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50062 members 
Mstep: Class 23 contains 40485 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48511 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 56997 members 
Mstep: Class 28 contains 2556 members 
Mstep: Class 29 contains 1728 members 
Mstep: Class 30 contains 31595 members 
Mstep: Class 31 contains 36775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143072.000000 Penalty: 103966.859375
Iteration 226Q: 32 clusters Score -1.371431e+08 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5844 members 
Mstep: Class 4 contains 43387 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 5924 members 
Mstep: Class 7 contains 45823 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 51680 members 
Mstep: Class 11 contains 7662 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44645 members 
Mstep: Class 14 contains 16023 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 43971 members 
Mstep: Class 17 contains 27897 members 
Mstep: Class 18 contains 46653 members 
Mstep: Class 19 contains 33630 members 
Mstep: Class 20 contains 45729 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50071 members 
Mstep: Class 23 contains 40349 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48492 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 56784 members 
Mstep: Class 28 contains 2571 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 32759 members 
Mstep: Class 31 contains 36407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143728.000000 Penalty: 103966.859375
Iteration 227Q: 32 clusters Score -1.371437e+08 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5848 members 
Mstep: Class 4 contains 43368 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 5922 members 
Mstep: Class 7 contains 45788 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47133 members 
Mstep: Class 10 contains 51686 members 
Mstep: Class 11 contains 7654 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44649 members 
Mstep: Class 14 contains 16042 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 43927 members 
Mstep: Class 17 contains 27870 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 33383 members 
Mstep: Class 20 contains 45684 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50070 members 
Mstep: Class 23 contains 40198 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48462 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 56585 members 
Mstep: Class 28 contains 2579 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 33928 members 
Mstep: Class 31 contains 36090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144112.000000 Penalty: 103966.859375
Iteration 228Q: 32 clusters Score -1.371441e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5858 members 
Mstep: Class 4 contains 43330 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 5912 members 
Mstep: Class 7 contains 45762 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47119 members 
Mstep: Class 10 contains 51659 members 
Mstep: Class 11 contains 7634 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44644 members 
Mstep: Class 14 contains 16070 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 43903 members 
Mstep: Class 17 contains 27859 members 
Mstep: Class 18 contains 46426 members 
Mstep: Class 19 contains 33120 members 
Mstep: Class 20 contains 45672 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 50012 members 
Mstep: Class 23 contains 40026 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48458 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 56430 members 
Mstep: Class 28 contains 2590 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 35143 members 
Mstep: Class 31 contains 35806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145152.000000 Penalty: 103966.859375
Iteration 229Q: 32 clusters Score -1.371452e+08 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5873 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 5910 members 
Mstep: Class 7 contains 45727 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47117 members 
Mstep: Class 10 contains 51614 members 
Mstep: Class 11 contains 7618 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44633 members 
Mstep: Class 14 contains 16097 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 43839 members 
Mstep: Class 17 contains 27842 members 
Mstep: Class 18 contains 46296 members 
Mstep: Class 19 contains 32824 members 
Mstep: Class 20 contains 45674 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49920 members 
Mstep: Class 23 contains 39835 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48440 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 56237 members 
Mstep: Class 28 contains 2597 members 
Mstep: Class 29 contains 1730 members 
Mstep: Class 30 contains 36425 members 
Mstep: Class 31 contains 35588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145024.000000 Penalty: 103966.859375
Iteration 230Q: 32 clusters Score -1.37145e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5883 members 
Mstep: Class 4 contains 43324 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 5904 members 
Mstep: Class 7 contains 45730 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 47105 members 
Mstep: Class 10 contains 51552 members 
Mstep: Class 11 contains 7601 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44626 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 43789 members 
Mstep: Class 17 contains 27815 members 
Mstep: Class 18 contains 46177 members 
Mstep: Class 19 contains 32519 members 
Mstep: Class 20 contains 45655 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49876 members 
Mstep: Class 23 contains 39640 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48401 members 
Mstep: Class 26 contains 2000 members 
Mstep: Class 27 contains 56041 members 
Mstep: Class 28 contains 2596 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 37713 members 
Mstep: Class 31 contains 35356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145872.000000 Penalty: 103966.859375
Iteration 231Q: 32 clusters Score -1.371459e+08 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5894 members 
Mstep: Class 4 contains 43325 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 5887 members 
Mstep: Class 7 contains 45714 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 47032 members 
Mstep: Class 10 contains 51536 members 
Mstep: Class 11 contains 7588 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44619 members 
Mstep: Class 14 contains 16138 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 43751 members 
Mstep: Class 17 contains 27773 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 32269 members 
Mstep: Class 20 contains 45611 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49795 members 
Mstep: Class 23 contains 39471 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48351 members 
Mstep: Class 26 contains 2002 members 
Mstep: Class 27 contains 55862 members 
Mstep: Class 28 contains 2599 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 39002 members 
Mstep: Class 31 contains 35105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146432.000000 Penalty: 103966.859375
Iteration 232Q: 32 clusters Score -1.371464e+08 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5899 members 
Mstep: Class 4 contains 43319 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 45670 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 46999 members 
Mstep: Class 10 contains 51486 members 
Mstep: Class 11 contains 7570 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44615 members 
Mstep: Class 14 contains 16159 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 43699 members 
Mstep: Class 17 contains 27714 members 
Mstep: Class 18 contains 46025 members 
Mstep: Class 19 contains 32015 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49801 members 
Mstep: Class 23 contains 39317 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48326 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 55627 members 
Mstep: Class 28 contains 2602 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 40252 members 
Mstep: Class 31 contains 34876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147312.000000 Penalty: 103966.859375
Iteration 233Q: 32 clusters Score -1.371473e+08 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 43296 members 
Mstep: Class 5 contains 4368 members 
Mstep: Class 6 contains 5866 members 
Mstep: Class 7 contains 45574 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 51481 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44602 members 
Mstep: Class 14 contains 16178 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 43615 members 
Mstep: Class 17 contains 27659 members 
Mstep: Class 18 contains 45992 members 
Mstep: Class 19 contains 31777 members 
Mstep: Class 20 contains 45532 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49808 members 
Mstep: Class 23 contains 39157 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48309 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 55453 members 
Mstep: Class 28 contains 2609 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 41486 members 
Mstep: Class 31 contains 34591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148688.000000 Penalty: 103966.859375
Iteration 234Q: 32 clusters Score -1.371487e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 43241 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 45511 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 46861 members 
Mstep: Class 10 contains 51459 members 
Mstep: Class 11 contains 7531 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44594 members 
Mstep: Class 14 contains 16192 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 43481 members 
Mstep: Class 17 contains 27617 members 
Mstep: Class 18 contains 46032 members 
Mstep: Class 19 contains 31571 members 
Mstep: Class 20 contains 45484 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49843 members 
Mstep: Class 23 contains 38997 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48256 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 55142 members 
Mstep: Class 28 contains 2615 members 
Mstep: Class 29 contains 1733 members 
Mstep: Class 30 contains 42775 members 
Mstep: Class 31 contains 34424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149328.000000 Penalty: 103966.859375
Iteration 235Q: 32 clusters Score -1.371493e+08 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5927 members 
Mstep: Class 4 contains 43204 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 45462 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 46735 members 
Mstep: Class 10 contains 51400 members 
Mstep: Class 11 contains 7510 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 16197 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 43389 members 
Mstep: Class 17 contains 27583 members 
Mstep: Class 18 contains 46023 members 
Mstep: Class 19 contains 31396 members 
Mstep: Class 20 contains 45422 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49816 members 
Mstep: Class 23 contains 38837 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48210 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 54850 members 
Mstep: Class 28 contains 2621 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 44069 members 
Mstep: Class 31 contains 34283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149760.000000 Penalty: 103966.859375
Iteration 236Q: 32 clusters Score -1.371498e+08 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5935 members 
Mstep: Class 4 contains 43168 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 45388 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 9 contains 46613 members 
Mstep: Class 10 contains 51324 members 
Mstep: Class 11 contains 7496 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44584 members 
Mstep: Class 14 contains 16218 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43308 members 
Mstep: Class 17 contains 27526 members 
Mstep: Class 18 contains 46009 members 
Mstep: Class 19 contains 31205 members 
Mstep: Class 20 contains 45379 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49802 members 
Mstep: Class 23 contains 38703 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48188 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 54773 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 45209 members 
Mstep: Class 31 contains 34077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149600.000000 Penalty: 103966.859375
Iteration 237Q: 32 clusters Score -1.371496e+08 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5940 members 
Mstep: Class 4 contains 43147 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 45317 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 46493 members 
Mstep: Class 10 contains 51272 members 
Mstep: Class 11 contains 7462 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44579 members 
Mstep: Class 14 contains 16244 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 27487 members 
Mstep: Class 18 contains 45969 members 
Mstep: Class 19 contains 30991 members 
Mstep: Class 20 contains 45346 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49808 members 
Mstep: Class 23 contains 38575 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48166 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 54809 members 
Mstep: Class 28 contains 2630 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 46283 members 
Mstep: Class 31 contains 33774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150160.000000 Penalty: 103966.859375
Iteration 238Q: 32 clusters Score -1.371502e+08 nChanged 4484
Entering ConstructFrom: 
Score: -137150160.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 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 218 members 
Entering Unmasked Estep 
Score: -36497.535156 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36497.54 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36727.960938 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36727.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36798.437500 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36798.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36824.320312 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -36824.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -36839.503906 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -36839.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -36839.925781 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -36839.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36841.667969 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -36841.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36844.230469 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -36844.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36866.890625 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -36866.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -36876.574219 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -36876.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36878.617188 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -36878.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -36881.605469 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -36881.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36884.058594 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -36884.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -36885.199219 Penalty: 2997.145996
	Iteration 13Q: 3 clusters Score -36885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36887.648438 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -36887.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36888.535156 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -36888.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -36890.488281 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -36890.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -36897.886719 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -36897.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -36901.128906 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -36901.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36903.324219 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -36903.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -36904.738281 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -36904.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -36907.355469 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -36907.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36908.339844 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -36908.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -36908.339844 Penalty: 2997.145996
	Iteration 23F: 3 clusters Score -36908.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85184.820312 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85184.82 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -85696.585938 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85696.59 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -86065.218750 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -86065.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -86221.734375 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86221.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -86306.859375 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86306.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86363.585938 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86363.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86412.750000 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86412.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -86448.531250 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86448.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86480.710938 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86480.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86506.867188 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86506.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86539.000000 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86556.273438 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86556.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86567.726562 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86567.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -86576.257812 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86576.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -86583.523438 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86583.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86584.500000 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -86584.500000 Penalty: 3256.371582
	Iteration 16F: 3 clusters Score -86584.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -1098988.875000 Penalty: 2155.446045
	Iteration 0F: 2 clusters Score -1098989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1093878.625000 Penalty: 4310.892090
	Iteration 0F: 3 clusters Score -1093879 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1095112.750000 Penalty: 4310.892090
	Iteration 1F: 3 clusters Score -1095113 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1095323.750000 Penalty: 4310.892090
	Iteration 2F: 3 clusters Score -1095324 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1095450.125000 Penalty: 4310.892090
	Iteration 3Q: 3 clusters Score -1095450 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1095529.250000 Penalty: 4310.892090
	Iteration 4Q: 3 clusters Score -1095529 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1095588.500000 Penalty: 4310.892090
	Iteration 5Q: 3 clusters Score -1095588 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1095642.000000 Penalty: 4310.892090
	Iteration 6Q: 3 clusters Score -1095642 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1095684.000000 Penalty: 4310.892090
	Iteration 7Q: 3 clusters Score -1095684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1095720.250000 Penalty: 4310.892090
	Iteration 8Q: 3 clusters Score -1095720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1095756.125000 Penalty: 4310.892090
	Iteration 9Q: 3 clusters Score -1095756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1095792.500000 Penalty: 4310.892090
	Iteration 10Q: 3 clusters Score -1095792 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1095830.125000 Penalty: 4310.892090
	Iteration 11Q: 3 clusters Score -1095830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1095875.625000 Penalty: 4310.892090
	Iteration 12Q: 3 clusters Score -1095876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1095934.875000 Penalty: 4310.892090
	Iteration 13Q: 3 clusters Score -1095935 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1095987.500000 Penalty: 4310.892090
	Iteration 14Q: 3 clusters Score -1095988 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1096036.250000 Penalty: 4310.892090
	Iteration 15Q: 3 clusters Score -1096036 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1096078.750000 Penalty: 4310.892090
	Iteration 16Q: 3 clusters Score -1096079 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1096131.500000 Penalty: 4310.892090
	Iteration 17Q: 3 clusters Score -1096132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1096188.625000 Penalty: 4310.892090
	Iteration 18Q: 3 clusters Score -1096189 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1096253.000000 Penalty: 4310.892090
	Iteration 19Q: 3 clusters Score -1096253 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1096336.250000 Penalty: 4310.892090
	Iteration 20F: 3 clusters Score -1096336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1096424.875000 Penalty: 4310.892090
	Iteration 21Q: 3 clusters Score -1096425 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1096501.375000 Penalty: 4310.892090
	Iteration 22Q: 3 clusters Score -1096501 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1096568.375000 Penalty: 4310.892090
	Iteration 23Q: 3 clusters Score -1096568 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1096646.750000 Penalty: 4310.892090
	Iteration 24Q: 3 clusters Score -1096647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1096706.625000 Penalty: 4310.892090
	Iteration 25Q: 3 clusters Score -1096707 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1096758.625000 Penalty: 4310.892090
	Iteration 26Q: 3 clusters Score -1096759 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1096802.500000 Penalty: 4310.892090
	Iteration 27Q: 3 clusters Score -1096802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1096842.250000 Penalty: 4310.892090
	Iteration 28Q: 3 clusters Score -1096842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1096883.875000 Penalty: 4310.892090
	Iteration 29Q: 3 clusters Score -1096884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1096926.625000 Penalty: 4310.892090
	Iteration 30Q: 3 clusters Score -1096927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1096958.125000 Penalty: 4310.892090
	Iteration 31Q: 3 clusters Score -1096958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1096975.625000 Penalty: 4310.892090
	Iteration 32Q: 3 clusters Score -1096976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1096996.375000 Penalty: 4310.892090
	Iteration 33Q: 3 clusters Score -1096996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1097010.875000 Penalty: 4310.892090
	Iteration 34Q: 3 clusters Score -1097011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1097023.000000 Penalty: 4310.892090
	Iteration 35Q: 3 clusters Score -1097023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1097033.125000 Penalty: 4310.892090
	Iteration 36Q: 3 clusters Score -1097033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1097044.125000 Penalty: 4310.892090
	Iteration 37Q: 3 clusters Score -1097044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1097050.750000 Penalty: 4310.892090
	Iteration 38Q: 3 clusters Score -1097051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1097052.000000 Penalty: 4310.892090
	Iteration 39Q: 3 clusters Score -1097052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1097053.500000 Penalty: 4310.892090
	Iteration 40F: 3 clusters Score -1097054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1097055.125000 Penalty: 4310.892090
	Iteration 41Q: 3 clusters Score -1097055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1097056.500000 Penalty: 4310.892090
	Iteration 42Q: 3 clusters Score -1097056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1097058.500000 Penalty: 4310.892090
	Iteration 43Q: 3 clusters Score -1097058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1097059.000000 Penalty: 4310.892090
	Iteration 44Q: 3 clusters Score -1097059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1097061.000000 Penalty: 4310.892090
	Iteration 45Q: 3 clusters Score -1097061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1097063.875000 Penalty: 4310.892090
	Iteration 46Q: 3 clusters Score -1097064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1097071.500000 Penalty: 4310.892090
	Iteration 47Q: 3 clusters Score -1097072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1097077.375000 Penalty: 4310.892090
	Iteration 48Q: 3 clusters Score -1097077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1097083.500000 Penalty: 4310.892090
	Iteration 49Q: 3 clusters Score -1097084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1097087.750000 Penalty: 4310.892090
	Iteration 50Q: 3 clusters Score -1097088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1097090.500000 Penalty: 4310.892090
	Iteration 51Q: 3 clusters Score -1097090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1097096.000000 Penalty: 4310.892090
	Iteration 52Q: 3 clusters Score -1097096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1097102.625000 Penalty: 4310.892090
	Iteration 53Q: 3 clusters Score -1097103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1097106.500000 Penalty: 4310.892090
	Iteration 54Q: 3 clusters Score -1097106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1097111.750000 Penalty: 4310.892090
	Iteration 55Q: 3 clusters Score -1097112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1097114.375000 Penalty: 4310.892090
	Iteration 56Q: 3 clusters Score -1097114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1097114.375000 Penalty: 4310.892090
	Iteration 57F: 3 clusters Score -1097114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Entering Unmasked Estep 
Score: -7982647.500000 Penalty: 2646.701416
	Iteration 0F: 2 clusters Score -7982648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -7953785.000000 Penalty: 5293.402832
	Iteration 0F: 3 clusters Score -7953785 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7964762.000000 Penalty: 5293.402832
	Iteration 1F: 3 clusters Score -7964762 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7965244.500000 Penalty: 5293.402832
	Iteration 2Q: 3 clusters Score -7965244 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -7965876.500000 Penalty: 5293.402832
	Iteration 3Q: 3 clusters Score -7965876 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -7966599.000000 Penalty: 5293.402832
	Iteration 4Q: 3 clusters Score -7966599 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7967441.000000 Penalty: 5293.402832
	Iteration 5Q: 3 clusters Score -7967441 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7968657.500000 Penalty: 5293.402832
	Iteration 6Q: 3 clusters Score -7968658 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -7970296.500000 Penalty: 5293.402832
	Iteration 7F: 3 clusters Score -7970296 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -7972241.500000 Penalty: 5293.402832
	Iteration 8F: 3 clusters Score -7972242 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -7974128.500000 Penalty: 5293.402832
	Iteration 9F: 3 clusters Score -7974128 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -7975625.500000 Penalty: 5293.402832
	Iteration 10F: 3 clusters Score -7975626 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -7976476.500000 Penalty: 5293.402832
	Iteration 11Q: 3 clusters Score -7976476 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -7977001.500000 Penalty: 5293.402832
	Iteration 12Q: 3 clusters Score -7977002 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -7977435.500000 Penalty: 5293.402832
	Iteration 13Q: 3 clusters Score -7977436 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -7977848.500000 Penalty: 5293.402832
	Iteration 14Q: 3 clusters Score -7977848 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -7978297.000000 Penalty: 5293.402832
	Iteration 15Q: 3 clusters Score -7978297 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -7978639.000000 Penalty: 5293.402832
	Iteration 16Q: 3 clusters Score -7978639 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -7979007.000000 Penalty: 5293.402832
	Iteration 17Q: 3 clusters Score -7979007 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -7979231.000000 Penalty: 5293.402832
	Iteration 18Q: 3 clusters Score -7979231 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -7979419.500000 Penalty: 5293.402832
	Iteration 19Q: 3 clusters Score -7979420 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -7979553.500000 Penalty: 5293.402832
	Iteration 20F: 3 clusters Score -7979554 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -7979690.500000 Penalty: 5293.402832
	Iteration 21Q: 3 clusters Score -7979690 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7979860.000000 Penalty: 5293.402832
	Iteration 22Q: 3 clusters Score -7979860 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -7979957.000000 Penalty: 5293.402832
	Iteration 23Q: 3 clusters Score -7979957 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -7980016.000000 Penalty: 5293.402832
	Iteration 24Q: 3 clusters Score -7980016 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -7980127.000000 Penalty: 5293.402832
	Iteration 25Q: 3 clusters Score -7980127 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -7980195.500000 Penalty: 5293.402832
	Iteration 26Q: 3 clusters Score -7980196 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7980245.000000 Penalty: 5293.402832
	Iteration 27Q: 3 clusters Score -7980245 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -7980326.500000 Penalty: 5293.402832
	Iteration 28Q: 3 clusters Score -7980326 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -7980397.000000 Penalty: 5293.402832
	Iteration 29Q: 3 clusters Score -7980397 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -7980399.500000 Penalty: 5293.402832
	Iteration 30Q: 3 clusters Score -7980400 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -7980425.500000 Penalty: 5293.402832
	Iteration 31Q: 3 clusters Score -7980426 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -7980432.000000 Penalty: 5293.402832
	Iteration 32Q: 3 clusters Score -7980432 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -7980459.000000 Penalty: 5293.402832
	Iteration 33Q: 3 clusters Score -7980459 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7980524.000000 Penalty: 5293.402832
	Iteration 34Q: 3 clusters Score -7980524 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -7980547.500000 Penalty: 5293.402832
	Iteration 35Q: 3 clusters Score -7980548 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -7980555.500000 Penalty: 5293.402832
	Iteration 36Q: 3 clusters Score -7980556 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -7980567.000000 Penalty: 5293.402832
	Iteration 37Q: 3 clusters Score -7980567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7980560.500000 Penalty: 5293.402832
	Iteration 38Q: 3 clusters Score -7980560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7980548.000000 Penalty: 5293.402832
	Iteration 39Q: 3 clusters Score -7980548 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -7980576.500000 Penalty: 5293.402832
	Iteration 40F: 3 clusters Score -7980576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7980556.500000 Penalty: 5293.402832
	Iteration 41Q: 3 clusters Score -7980556 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7980578.000000 Penalty: 5293.402832
	Iteration 42Q: 3 clusters Score -7980578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7980573.000000 Penalty: 5293.402832
	Iteration 43Q: 3 clusters Score -7980573 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -7980594.500000 Penalty: 5293.402832
	Iteration 44Q: 3 clusters Score -7980594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -7980603.000000 Penalty: 5293.402832
	Iteration 45Q: 3 clusters Score -7980603 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -7980620.500000 Penalty: 5293.402832
	Iteration 46Q: 3 clusters Score -7980620 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -7980607.000000 Penalty: 5293.402832
	Iteration 47Q: 3 clusters Score -7980607 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -7980608.000000 Penalty: 5293.402832
	Iteration 48Q: 3 clusters Score -7980608 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 49Q: 3 clusters Score -7980614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 50Q: 3 clusters Score -7980614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7980626.000000 Penalty: 5293.402832
	Iteration 51Q: 3 clusters Score -7980626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -7980609.000000 Penalty: 5293.402832
	Iteration 52Q: 3 clusters Score -7980609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7980592.500000 Penalty: 5293.402832
	Iteration 53Q: 3 clusters Score -7980592 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -7980615.500000 Penalty: 5293.402832
	Iteration 54Q: 3 clusters Score -7980616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 55Q: 3 clusters Score -7980614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -7980599.000000 Penalty: 5293.402832
	Iteration 56Q: 3 clusters Score -7980599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -7980598.000000 Penalty: 5293.402832
	Iteration 57Q: 3 clusters Score -7980598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -7980595.500000 Penalty: 5293.402832
	Iteration 58Q: 3 clusters Score -7980596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -7980604.500000 Penalty: 5293.402832
	Iteration 59Q: 3 clusters Score -7980604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7980603.000000 Penalty: 5293.402832
	Iteration 60F: 3 clusters Score -7980603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 61Q: 3 clusters Score -7980614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -7980605.500000 Penalty: 5293.402832
	Iteration 62Q: 3 clusters Score -7980606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 63Q: 3 clusters Score -7980614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -7980606.000000 Penalty: 5293.402832
	Iteration 64Q: 3 clusters Score -7980606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 65Q: 3 clusters Score -7980614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7980615.500000 Penalty: 5293.402832
	Iteration 66Q: 3 clusters Score -7980616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7980605.000000 Penalty: 5293.402832
	Iteration 67Q: 3 clusters Score -7980605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7980603.500000 Penalty: 5293.402832
	Iteration 68Q: 3 clusters Score -7980604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7980595.000000 Penalty: 5293.402832
	Iteration 69Q: 3 clusters Score -7980595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7980597.500000 Penalty: 5293.402832
	Iteration 70Q: 3 clusters Score -7980598 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7980603.000000 Penalty: 5293.402832
	Iteration 71Q: 3 clusters Score -7980603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -7980612.500000 Penalty: 5293.402832
	Iteration 72Q: 3 clusters Score -7980612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -7980610.000000 Penalty: 5293.402832
	Iteration 73Q: 3 clusters Score -7980610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7980614.000000 Penalty: 5293.402832
	Iteration 74Q: 3 clusters Score -7980614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7980609.000000 Penalty: 5293.402832
	Iteration 75Q: 3 clusters Score -7980609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7980610.500000 Penalty: 5293.402832
	Iteration 76Q: 3 clusters Score -7980610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -7980617.000000 Penalty: 5293.402832
	Iteration 77Q: 3 clusters Score -7980617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -7980618.500000 Penalty: 5293.402832
	Iteration 78Q: 3 clusters Score -7980618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7980620.000000 Penalty: 5293.402832
	Iteration 79Q: 3 clusters Score -7980620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7980615.500000 Penalty: 5293.402832
	Iteration 80F: 3 clusters Score -7980616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7980609.000000 Penalty: 5293.402832
	Iteration 81Q: 3 clusters Score -7980609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -7980614.500000 Penalty: 5293.402832
	Iteration 82Q: 3 clusters Score -7980614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7980606.500000 Penalty: 5293.402832
	Iteration 83Q: 3 clusters Score -7980606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -7980609.000000 Penalty: 5293.402832
	Iteration 84Q: 3 clusters Score -7980609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -7980611.500000 Penalty: 5293.402832
	Iteration 85Q: 3 clusters Score -7980612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7980609.500000 Penalty: 5293.402832
	Iteration 86Q: 3 clusters Score -7980610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7980608.000000 Penalty: 5293.402832
	Iteration 87Q: 3 clusters Score -7980608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -7980607.000000 Penalty: 5293.402832
	Iteration 88Q: 3 clusters Score -7980607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7980614.500000 Penalty: 5293.402832
	Iteration 89Q: 3 clusters Score -7980614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 38292 members 
Entering Unmasked Estep 
Score: -7980611.000000 Penalty: 5293.402832
	Iteration 90Q: 3 clusters Score -7980611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7980607.500000 Penalty: 5293.402832
	Iteration 91Q: 3 clusters Score -7980608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -7980607.500000 Penalty: 5293.402832
	Iteration 92Q: 3 clusters Score -7980608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7980607.000000 Penalty: 5293.402832
	Iteration 93Q: 3 clusters Score -7980607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7980606.000000 Penalty: 5293.402832
	Iteration 94Q: 3 clusters Score -7980606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -7980613.500000 Penalty: 5293.402832
	Iteration 95Q: 3 clusters Score -7980614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -7980606.500000 Penalty: 5293.402832
	Iteration 96Q: 3 clusters Score -7980606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -7980610.500000 Penalty: 5293.402832
	Iteration 97Q: 3 clusters Score -7980610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7980606.000000 Penalty: 5293.402832
	Iteration 98Q: 3 clusters Score -7980606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7980606.500000 Penalty: 5293.402832
	Iteration 99Q: 3 clusters Score -7980606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -7980608.000000 Penalty: 5293.402832
	Iteration 100F: 3 clusters Score -7980608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7980605.000000 Penalty: 5293.402832
	Iteration 101Q: 3 clusters Score -7980605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7980605.000000 Penalty: 5293.402832
	Iteration 102F: 3 clusters Score -7980605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -817688.250000 Penalty: 2080.842773
	Iteration 0F: 2 clusters Score -817688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -813583.562500 Penalty: 4161.685547
	Iteration 0F: 3 clusters Score -813583.6 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -814582.812500 Penalty: 4161.685547
	Iteration 1F: 3 clusters Score -814582.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -814821.812500 Penalty: 4161.685547
	Iteration 2F: 3 clusters Score -814821.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -814967.687500 Penalty: 4161.685547
	Iteration 3F: 3 clusters Score -814967.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -815064.625000 Penalty: 4161.685547
	Iteration 4Q: 3 clusters Score -815064.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -815119.937500 Penalty: 4161.685547
	Iteration 5Q: 3 clusters Score -815119.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -815163.875000 Penalty: 4161.685547
	Iteration 6Q: 3 clusters Score -815163.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -815194.312500 Penalty: 4161.685547
	Iteration 7Q: 3 clusters Score -815194.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -815219.812500 Penalty: 4161.685547
	Iteration 8Q: 3 clusters Score -815219.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -815235.250000 Penalty: 4161.685547
	Iteration 9Q: 3 clusters Score -815235.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -815244.625000 Penalty: 4161.685547
	Iteration 10Q: 3 clusters Score -815244.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -815253.625000 Penalty: 4161.685547
	Iteration 11Q: 3 clusters Score -815253.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -815262.312500 Penalty: 4161.685547
	Iteration 12Q: 3 clusters Score -815262.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -815272.375000 Penalty: 4161.685547
	Iteration 13Q: 3 clusters Score -815272.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -815283.062500 Penalty: 4161.685547
	Iteration 14Q: 3 clusters Score -815283.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -815289.937500 Penalty: 4161.685547
	Iteration 15Q: 3 clusters Score -815289.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -815301.312500 Penalty: 4161.685547
	Iteration 16Q: 3 clusters Score -815301.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -815315.500000 Penalty: 4161.685547
	Iteration 17Q: 3 clusters Score -815315.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -815328.625000 Penalty: 4161.685547
	Iteration 18Q: 3 clusters Score -815328.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -815343.875000 Penalty: 4161.685547
	Iteration 19Q: 3 clusters Score -815343.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -815350.437500 Penalty: 4161.685547
	Iteration 20F: 3 clusters Score -815350.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -815358.125000 Penalty: 4161.685547
	Iteration 21Q: 3 clusters Score -815358.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -815363.562500 Penalty: 4161.685547
	Iteration 22Q: 3 clusters Score -815363.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -815372.250000 Penalty: 4161.685547
	Iteration 23Q: 3 clusters Score -815372.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -815380.687500 Penalty: 4161.685547
	Iteration 24Q: 3 clusters Score -815380.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -815387.250000 Penalty: 4161.685547
	Iteration 25Q: 3 clusters Score -815387.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -815394.625000 Penalty: 4161.685547
	Iteration 26Q: 3 clusters Score -815394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -815404.937500 Penalty: 4161.685547
	Iteration 27Q: 3 clusters Score -815404.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -815413.625000 Penalty: 4161.685547
	Iteration 28Q: 3 clusters Score -815413.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -815425.687500 Penalty: 4161.685547
	Iteration 29Q: 3 clusters Score -815425.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -815435.375000 Penalty: 4161.685547
	Iteration 30Q: 3 clusters Score -815435.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -815446.625000 Penalty: 4161.685547
	Iteration 31Q: 3 clusters Score -815446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -815455.562500 Penalty: 4161.685547
	Iteration 32Q: 3 clusters Score -815455.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -815464.562500 Penalty: 4161.685547
	Iteration 33Q: 3 clusters Score -815464.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -815472.625000 Penalty: 4161.685547
	Iteration 34Q: 3 clusters Score -815472.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -815480.750000 Penalty: 4161.685547
	Iteration 35Q: 3 clusters Score -815480.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -815491.625000 Penalty: 4161.685547
	Iteration 36Q: 3 clusters Score -815491.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -815502.375000 Penalty: 4161.685547
	Iteration 37Q: 3 clusters Score -815502.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -815509.812500 Penalty: 4161.685547
	Iteration 38Q: 3 clusters Score -815509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -815518.437500 Penalty: 4161.685547
	Iteration 39Q: 3 clusters Score -815518.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -815524.687500 Penalty: 4161.685547
	Iteration 40F: 3 clusters Score -815524.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -815533.062500 Penalty: 4161.685547
	Iteration 41Q: 3 clusters Score -815533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -815537.812500 Penalty: 4161.685547
	Iteration 42Q: 3 clusters Score -815537.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -815544.812500 Penalty: 4161.685547
	Iteration 43Q: 3 clusters Score -815544.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -815550.500000 Penalty: 4161.685547
	Iteration 44Q: 3 clusters Score -815550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -815560.312500 Penalty: 4161.685547
	Iteration 45Q: 3 clusters Score -815560.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -815573.625000 Penalty: 4161.685547
	Iteration 46Q: 3 clusters Score -815573.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -815582.875000 Penalty: 4161.685547
	Iteration 47Q: 3 clusters Score -815582.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -815590.562500 Penalty: 4161.685547
	Iteration 48Q: 3 clusters Score -815590.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -815599.562500 Penalty: 4161.685547
	Iteration 49Q: 3 clusters Score -815599.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -815608.187500 Penalty: 4161.685547
	Iteration 50Q: 3 clusters Score -815608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -815617.875000 Penalty: 4161.685547
	Iteration 51Q: 3 clusters Score -815617.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -815629.875000 Penalty: 4161.685547
	Iteration 52Q: 3 clusters Score -815629.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -815639.437500 Penalty: 4161.685547
	Iteration 53Q: 3 clusters Score -815639.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -815646.750000 Penalty: 4161.685547
	Iteration 54Q: 3 clusters Score -815646.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -815657.187500 Penalty: 4161.685547
	Iteration 55Q: 3 clusters Score -815657.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -815666.312500 Penalty: 4161.685547
	Iteration 56Q: 3 clusters Score -815666.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -815674.312500 Penalty: 4161.685547
	Iteration 57Q: 3 clusters Score -815674.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -815680.937500 Penalty: 4161.685547
	Iteration 58Q: 3 clusters Score -815680.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -815691.750000 Penalty: 4161.685547
	Iteration 59Q: 3 clusters Score -815691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -815697.125000 Penalty: 4161.685547
	Iteration 60F: 3 clusters Score -815697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -815705.750000 Penalty: 4161.685547
	Iteration 61Q: 3 clusters Score -815705.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -815708.625000 Penalty: 4161.685547
	Iteration 62Q: 3 clusters Score -815708.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -815715.000000 Penalty: 4161.685547
	Iteration 63Q: 3 clusters Score -815715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -815721.250000 Penalty: 4161.685547
	Iteration 64Q: 3 clusters Score -815721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -815725.687500 Penalty: 4161.685547
	Iteration 65Q: 3 clusters Score -815725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -815729.625000 Penalty: 4161.685547
	Iteration 66Q: 3 clusters Score -815729.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -815732.687500 Penalty: 4161.685547
	Iteration 67Q: 3 clusters Score -815732.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -815735.812500 Penalty: 4161.685547
	Iteration 68Q: 3 clusters Score -815735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -815740.812500 Penalty: 4161.685547
	Iteration 69Q: 3 clusters Score -815740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -815742.687500 Penalty: 4161.685547
	Iteration 70Q: 3 clusters Score -815742.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -815747.562500 Penalty: 4161.685547
	Iteration 71Q: 3 clusters Score -815747.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -815751.375000 Penalty: 4161.685547
	Iteration 72Q: 3 clusters Score -815751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -815757.187500 Penalty: 4161.685547
	Iteration 73Q: 3 clusters Score -815757.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -815759.750000 Penalty: 4161.685547
	Iteration 74Q: 3 clusters Score -815759.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -815760.937500 Penalty: 4161.685547
	Iteration 75Q: 3 clusters Score -815760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -815764.000000 Penalty: 4161.685547
	Iteration 76Q: 3 clusters Score -815764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -815765.375000 Penalty: 4161.685547
	Iteration 77Q: 3 clusters Score -815765.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -815765.375000 Penalty: 4161.685547
	Iteration 78F: 3 clusters Score -815765.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -1092139.125000 Penalty: 2151.243164
	Iteration 0F: 2 clusters Score -1092139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1087089.375000 Penalty: 4302.486328
	Iteration 0F: 3 clusters Score -1087089 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1088314.625000 Penalty: 4302.486328
	Iteration 1F: 3 clusters Score -1088315 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1088526.500000 Penalty: 4302.486328
	Iteration 2F: 3 clusters Score -1088526 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1088640.875000 Penalty: 4302.486328
	Iteration 3Q: 3 clusters Score -1088641 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1088739.750000 Penalty: 4302.486328
	Iteration 4Q: 3 clusters Score -1088740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1088808.375000 Penalty: 4302.486328
	Iteration 5Q: 3 clusters Score -1088808 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1088861.500000 Penalty: 4302.486328
	Iteration 6Q: 3 clusters Score -1088862 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1088915.125000 Penalty: 4302.486328
	Iteration 7Q: 3 clusters Score -1088915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1088958.625000 Penalty: 4302.486328
	Iteration 8Q: 3 clusters Score -1088959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1088998.500000 Penalty: 4302.486328
	Iteration 9Q: 3 clusters Score -1088998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1089035.875000 Penalty: 4302.486328
	Iteration 10Q: 3 clusters Score -1089036 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1089082.375000 Penalty: 4302.486328
	Iteration 11Q: 3 clusters Score -1089082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1089130.250000 Penalty: 4302.486328
	Iteration 12Q: 3 clusters Score -1089130 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1089190.625000 Penalty: 4302.486328
	Iteration 13Q: 3 clusters Score -1089191 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1089250.500000 Penalty: 4302.486328
	Iteration 14Q: 3 clusters Score -1089250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1089303.375000 Penalty: 4302.486328
	Iteration 15Q: 3 clusters Score -1089303 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1089348.875000 Penalty: 4302.486328
	Iteration 16Q: 3 clusters Score -1089349 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1089395.500000 Penalty: 4302.486328
	Iteration 17Q: 3 clusters Score -1089396 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1089445.625000 Penalty: 4302.486328
	Iteration 18Q: 3 clusters Score -1089446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1089496.125000 Penalty: 4302.486328
	Iteration 19Q: 3 clusters Score -1089496 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1089540.125000 Penalty: 4302.486328
	Iteration 20F: 3 clusters Score -1089540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1089579.000000 Penalty: 4302.486328
	Iteration 21Q: 3 clusters Score -1089579 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1089615.000000 Penalty: 4302.486328
	Iteration 22Q: 3 clusters Score -1089615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1089646.250000 Penalty: 4302.486328
	Iteration 23Q: 3 clusters Score -1089646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1089673.125000 Penalty: 4302.486328
	Iteration 24Q: 3 clusters Score -1089673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1089706.625000 Penalty: 4302.486328
	Iteration 25Q: 3 clusters Score -1089707 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1089749.375000 Penalty: 4302.486328
	Iteration 26Q: 3 clusters Score -1089749 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1089790.250000 Penalty: 4302.486328
	Iteration 27Q: 3 clusters Score -1089790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1089833.500000 Penalty: 4302.486328
	Iteration 28Q: 3 clusters Score -1089834 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1089874.250000 Penalty: 4302.486328
	Iteration 29Q: 3 clusters Score -1089874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1089903.625000 Penalty: 4302.486328
	Iteration 30Q: 3 clusters Score -1089904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1089928.125000 Penalty: 4302.486328
	Iteration 31Q: 3 clusters Score -1089928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1089956.125000 Penalty: 4302.486328
	Iteration 32Q: 3 clusters Score -1089956 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1089968.750000 Penalty: 4302.486328
	Iteration 33Q: 3 clusters Score -1089969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1089980.625000 Penalty: 4302.486328
	Iteration 34Q: 3 clusters Score -1089981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1089997.250000 Penalty: 4302.486328
	Iteration 35Q: 3 clusters Score -1089997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1090009.375000 Penalty: 4302.486328
	Iteration 36Q: 3 clusters Score -1090009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1090023.000000 Penalty: 4302.486328
	Iteration 37Q: 3 clusters Score -1090023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1090033.250000 Penalty: 4302.486328
	Iteration 38Q: 3 clusters Score -1090033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1090035.875000 Penalty: 4302.486328
	Iteration 39Q: 3 clusters Score -1090036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1090042.125000 Penalty: 4302.486328
	Iteration 40F: 3 clusters Score -1090042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1090050.500000 Penalty: 4302.486328
	Iteration 41Q: 3 clusters Score -1090050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1090055.375000 Penalty: 4302.486328
	Iteration 42Q: 3 clusters Score -1090055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1090054.625000 Penalty: 4302.486328
	Iteration 43Q: 3 clusters Score -1090055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1090059.000000 Penalty: 4302.486328
	Iteration 44Q: 3 clusters Score -1090059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1090061.750000 Penalty: 4302.486328
	Iteration 45Q: 3 clusters Score -1090062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1090063.875000 Penalty: 4302.486328
	Iteration 46Q: 3 clusters Score -1090064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1090068.250000 Penalty: 4302.486328
	Iteration 47Q: 3 clusters Score -1090068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1090072.750000 Penalty: 4302.486328
	Iteration 48Q: 3 clusters Score -1090073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1090074.750000 Penalty: 4302.486328
	Iteration 49Q: 3 clusters Score -1090075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1090080.500000 Penalty: 4302.486328
	Iteration 50Q: 3 clusters Score -1090080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1090086.000000 Penalty: 4302.486328
	Iteration 51Q: 3 clusters Score -1090086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1090090.750000 Penalty: 4302.486328
	Iteration 52Q: 3 clusters Score -1090091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1090094.000000 Penalty: 4302.486328
	Iteration 53Q: 3 clusters Score -1090094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1090099.375000 Penalty: 4302.486328
	Iteration 54Q: 3 clusters Score -1090099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1090101.750000 Penalty: 4302.486328
	Iteration 55Q: 3 clusters Score -1090102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1090105.250000 Penalty: 4302.486328
	Iteration 56Q: 3 clusters Score -1090105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1090108.000000 Penalty: 4302.486328
	Iteration 57Q: 3 clusters Score -1090108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1090116.375000 Penalty: 4302.486328
	Iteration 58Q: 3 clusters Score -1090116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1090124.125000 Penalty: 4302.486328
	Iteration 59Q: 3 clusters Score -1090124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1090130.875000 Penalty: 4302.486328
	Iteration 60F: 3 clusters Score -1090131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1090139.000000 Penalty: 4302.486328
	Iteration 61Q: 3 clusters Score -1090139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1090152.000000 Penalty: 4302.486328
	Iteration 62Q: 3 clusters Score -1090152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1090170.875000 Penalty: 4302.486328
	Iteration 63Q: 3 clusters Score -1090171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1090184.375000 Penalty: 4302.486328
	Iteration 64Q: 3 clusters Score -1090184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1090196.750000 Penalty: 4302.486328
	Iteration 65Q: 3 clusters Score -1090197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1090212.875000 Penalty: 4302.486328
	Iteration 66Q: 3 clusters Score -1090213 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1090227.875000 Penalty: 4302.486328
	Iteration 67Q: 3 clusters Score -1090228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1090236.750000 Penalty: 4302.486328
	Iteration 68Q: 3 clusters Score -1090237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1090239.375000 Penalty: 4302.486328
	Iteration 69Q: 3 clusters Score -1090239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1090247.750000 Penalty: 4302.486328
	Iteration 70Q: 3 clusters Score -1090248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1090250.875000 Penalty: 4302.486328
	Iteration 71Q: 3 clusters Score -1090251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1090255.875000 Penalty: 4302.486328
	Iteration 72Q: 3 clusters Score -1090256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1090259.250000 Penalty: 4302.486328
	Iteration 73Q: 3 clusters Score -1090259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1090263.875000 Penalty: 4302.486328
	Iteration 74Q: 3 clusters Score -1090264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1090264.250000 Penalty: 4302.486328
	Iteration 75Q: 3 clusters Score -1090264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1090264.375000 Penalty: 4302.486328
	Iteration 76Q: 3 clusters Score -1090264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1090268.250000 Penalty: 4302.486328
	Iteration 77Q: 3 clusters Score -1090268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1090270.250000 Penalty: 4302.486328
	Iteration 78Q: 3 clusters Score -1090270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1090271.875000 Penalty: 4302.486328
	Iteration 79Q: 3 clusters Score -1090272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1090275.875000 Penalty: 4302.486328
	Iteration 80F: 3 clusters Score -1090276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1090276.125000 Penalty: 4302.486328
	Iteration 81Q: 3 clusters Score -1090276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1090277.250000 Penalty: 4302.486328
	Iteration 82Q: 3 clusters Score -1090277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1090281.375000 Penalty: 4302.486328
	Iteration 83Q: 3 clusters Score -1090281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1090280.000000 Penalty: 4302.486328
	Iteration 84Q: 3 clusters Score -1090280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1090281.750000 Penalty: 4302.486328
	Iteration 85Q: 3 clusters Score -1090282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1090284.750000 Penalty: 4302.486328
	Iteration 86Q: 3 clusters Score -1090285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1090284.875000 Penalty: 4302.486328
	Iteration 87Q: 3 clusters Score -1090285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1090286.250000 Penalty: 4302.486328
	Iteration 88Q: 3 clusters Score -1090286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1090287.000000 Penalty: 4302.486328
	Iteration 89Q: 3 clusters Score -1090287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1090288.500000 Penalty: 4302.486328
	Iteration 90Q: 3 clusters Score -1090288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1090289.500000 Penalty: 4302.486328
	Iteration 91Q: 3 clusters Score -1090290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1090289.125000 Penalty: 4302.486328
	Iteration 92Q: 3 clusters Score -1090289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1090294.500000 Penalty: 4302.486328
	Iteration 93Q: 3 clusters Score -1090294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1090297.875000 Penalty: 4302.486328
	Iteration 94Q: 3 clusters Score -1090298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1090298.625000 Penalty: 4302.486328
	Iteration 95Q: 3 clusters Score -1090299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1090300.750000 Penalty: 4302.486328
	Iteration 96Q: 3 clusters Score -1090301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1090301.750000 Penalty: 4302.486328
	Iteration 97Q: 3 clusters Score -1090302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1090301.625000 Penalty: 4302.486328
	Iteration 98Q: 3 clusters Score -1090302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1090301.625000 Penalty: 4302.486328
	Iteration 99F: 3 clusters Score -1090302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Entering Unmasked Estep 
Score: -8459587.000000 Penalty: 2658.538574
	Iteration 0F: 2 clusters Score -8459587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -8429849.000000 Penalty: 5317.077148
	Iteration 0F: 3 clusters Score -8429849 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8441703.000000 Penalty: 5317.077148
	Iteration 1F: 3 clusters Score -8441703 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8442741.000000 Penalty: 5317.077148
	Iteration 2Q: 3 clusters Score -8442741 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -8444012.000000 Penalty: 5317.077148
	Iteration 3F: 3 clusters Score -8444012 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -8445510.000000 Penalty: 5317.077148
	Iteration 4F: 3 clusters Score -8445510 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -8447347.000000 Penalty: 5317.077148
	Iteration 5F: 3 clusters Score -8447347 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -8449588.000000 Penalty: 5317.077148
	Iteration 6F: 3 clusters Score -8449588 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -8451938.000000 Penalty: 5317.077148
	Iteration 7F: 3 clusters Score -8451938 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -8454142.000000 Penalty: 5317.077148
	Iteration 8F: 3 clusters Score -8454142 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -8455513.000000 Penalty: 5317.077148
	Iteration 9Q: 3 clusters Score -8455513 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -8456225.000000 Penalty: 5317.077148
	Iteration 10Q: 3 clusters Score -8456225 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8456615.000000 Penalty: 5317.077148
	Iteration 11Q: 3 clusters Score -8456615 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -8456920.000000 Penalty: 5317.077148
	Iteration 12Q: 3 clusters Score -8456920 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -8457131.000000 Penalty: 5317.077148
	Iteration 13Q: 3 clusters Score -8457131 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -8457278.000000 Penalty: 5317.077148
	Iteration 14Q: 3 clusters Score -8457278 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -8457403.000000 Penalty: 5317.077148
	Iteration 15Q: 3 clusters Score -8457403 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8457453.000000 Penalty: 5317.077148
	Iteration 16Q: 3 clusters Score -8457453 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -8457492.000000 Penalty: 5317.077148
	Iteration 17Q: 3 clusters Score -8457492 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -8457532.000000 Penalty: 5317.077148
	Iteration 18Q: 3 clusters Score -8457532 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -8457556.000000 Penalty: 5317.077148
	Iteration 19Q: 3 clusters Score -8457556 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8457577.000000 Penalty: 5317.077148
	Iteration 20F: 3 clusters Score -8457577 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -8457605.000000 Penalty: 5317.077148
	Iteration 21Q: 3 clusters Score -8457605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -8457648.000000 Penalty: 5317.077148
	Iteration 22Q: 3 clusters Score -8457648 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -8457691.000000 Penalty: 5317.077148
	Iteration 23Q: 3 clusters Score -8457691 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -8457710.000000 Penalty: 5317.077148
	Iteration 24Q: 3 clusters Score -8457710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -8457741.000000 Penalty: 5317.077148
	Iteration 25Q: 3 clusters Score -8457741 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -8457738.000000 Penalty: 5317.077148
	Iteration 26Q: 3 clusters Score -8457738 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -8457760.000000 Penalty: 5317.077148
	Iteration 27Q: 3 clusters Score -8457760 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -8457773.000000 Penalty: 5317.077148
	Iteration 28Q: 3 clusters Score -8457773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -8457789.000000 Penalty: 5317.077148
	Iteration 29Q: 3 clusters Score -8457789 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -8457818.000000 Penalty: 5317.077148
	Iteration 30Q: 3 clusters Score -8457818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8457820.000000 Penalty: 5317.077148
	Iteration 31Q: 3 clusters Score -8457820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8457801.000000 Penalty: 5317.077148
	Iteration 32Q: 3 clusters Score -8457801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -8457793.000000 Penalty: 5317.077148
	Iteration 33Q: 3 clusters Score -8457793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -8457796.000000 Penalty: 5317.077148
	Iteration 34Q: 3 clusters Score -8457796 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -8457797.000000 Penalty: 5317.077148
	Iteration 35Q: 3 clusters Score -8457797 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -8457794.000000 Penalty: 5317.077148
	Iteration 36Q: 3 clusters Score -8457794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8457785.000000 Penalty: 5317.077148
	Iteration 37Q: 3 clusters Score -8457785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -8457794.000000 Penalty: 5317.077148
	Iteration 38Q: 3 clusters Score -8457794 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8457796.000000 Penalty: 5317.077148
	Iteration 39Q: 3 clusters Score -8457796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -8457807.000000 Penalty: 5317.077148
	Iteration 40F: 3 clusters Score -8457807 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -8457819.000000 Penalty: 5317.077148
	Iteration 41Q: 3 clusters Score -8457819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -8457820.000000 Penalty: 5317.077148
	Iteration 42Q: 3 clusters Score -8457820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -8457815.000000 Penalty: 5317.077148
	Iteration 43Q: 3 clusters Score -8457815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -8457812.000000 Penalty: 5317.077148
	Iteration 44Q: 3 clusters Score -8457812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -8457820.000000 Penalty: 5317.077148
	Iteration 45Q: 3 clusters Score -8457820 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8457844.000000 Penalty: 5317.077148
	Iteration 46Q: 3 clusters Score -8457844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -8457829.000000 Penalty: 5317.077148
	Iteration 47Q: 3 clusters Score -8457829 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -8457861.000000 Penalty: 5317.077148
	Iteration 48Q: 3 clusters Score -8457861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8457877.000000 Penalty: 5317.077148
	Iteration 49Q: 3 clusters Score -8457877 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -8457887.000000 Penalty: 5317.077148
	Iteration 50Q: 3 clusters Score -8457887 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33806 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -8457894.000000 Penalty: 5317.077148
	Iteration 51Q: 3 clusters Score -8457894 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -8457896.000000 Penalty: 5317.077148
	Iteration 52Q: 3 clusters Score -8457896 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -8457905.000000 Penalty: 5317.077148
	Iteration 53Q: 3 clusters Score -8457905 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -8457957.000000 Penalty: 5317.077148
	Iteration 54Q: 3 clusters Score -8457957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8457967.000000 Penalty: 5317.077148
	Iteration 55Q: 3 clusters Score -8457967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -8457999.000000 Penalty: 5317.077148
	Iteration 56Q: 3 clusters Score -8457999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -8458007.000000 Penalty: 5317.077148
	Iteration 57Q: 3 clusters Score -8458007 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8458012.000000 Penalty: 5317.077148
	Iteration 58Q: 3 clusters Score -8458012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -8458010.000000 Penalty: 5317.077148
	Iteration 59Q: 3 clusters Score -8458010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -8458015.000000 Penalty: 5317.077148
	Iteration 60F: 3 clusters Score -8458015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8458022.000000 Penalty: 5317.077148
	Iteration 61Q: 3 clusters Score -8458022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -8458036.000000 Penalty: 5317.077148
	Iteration 62Q: 3 clusters Score -8458036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -8458034.000000 Penalty: 5317.077148
	Iteration 63Q: 3 clusters Score -8458034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -8458031.000000 Penalty: 5317.077148
	Iteration 64Q: 3 clusters Score -8458031 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8458046.000000 Penalty: 5317.077148
	Iteration 65Q: 3 clusters Score -8458046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -8458036.000000 Penalty: 5317.077148
	Iteration 66Q: 3 clusters Score -8458036 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -8458038.000000 Penalty: 5317.077148
	Iteration 67Q: 3 clusters Score -8458038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -8458038.000000 Penalty: 5317.077148
	Iteration 68Q: 3 clusters Score -8458038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -8458056.000000 Penalty: 5317.077148
	Iteration 69Q: 3 clusters Score -8458056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -8458076.000000 Penalty: 5317.077148
	Iteration 70Q: 3 clusters Score -8458076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35331 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8458104.000000 Penalty: 5317.077148
	Iteration 71Q: 3 clusters Score -8458104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -8458095.000000 Penalty: 5317.077148
	Iteration 72Q: 3 clusters Score -8458095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -8458107.000000 Penalty: 5317.077148
	Iteration 73Q: 3 clusters Score -8458107 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -8458124.000000 Penalty: 5317.077148
	Iteration 74Q: 3 clusters Score -8458124 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -8458144.000000 Penalty: 5317.077148
	Iteration 75Q: 3 clusters Score -8458144 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -8458166.000000 Penalty: 5317.077148
	Iteration 76Q: 3 clusters Score -8458166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -8458177.000000 Penalty: 5317.077148
	Iteration 77Q: 3 clusters Score -8458177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -8458222.000000 Penalty: 5317.077148
	Iteration 78Q: 3 clusters Score -8458222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -8458248.000000 Penalty: 5317.077148
	Iteration 79Q: 3 clusters Score -8458248 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8458280.000000 Penalty: 5317.077148
	Iteration 80F: 3 clusters Score -8458280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -8458261.000000 Penalty: 5317.077148
	Iteration 81Q: 3 clusters Score -8458261 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -8458265.000000 Penalty: 5317.077148
	Iteration 82Q: 3 clusters Score -8458265 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8458267.000000 Penalty: 5317.077148
	Iteration 83Q: 3 clusters Score -8458267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -8458266.000000 Penalty: 5317.077148
	Iteration 84Q: 3 clusters Score -8458266 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8458268.000000 Penalty: 5317.077148
	Iteration 85Q: 3 clusters Score -8458268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -8458295.000000 Penalty: 5317.077148
	Iteration 86Q: 3 clusters Score -8458295 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -8458309.000000 Penalty: 5317.077148
	Iteration 87Q: 3 clusters Score -8458309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -8458305.000000 Penalty: 5317.077148
	Iteration 88Q: 3 clusters Score -8458305 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -8458293.000000 Penalty: 5317.077148
	Iteration 89Q: 3 clusters Score -8458293 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -8458302.000000 Penalty: 5317.077148
	Iteration 90Q: 3 clusters Score -8458302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -8458305.000000 Penalty: 5317.077148
	Iteration 91Q: 3 clusters Score -8458305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -8458308.000000 Penalty: 5317.077148
	Iteration 92Q: 3 clusters Score -8458308 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -8458324.000000 Penalty: 5317.077148
	Iteration 93Q: 3 clusters Score -8458324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8458322.000000 Penalty: 5317.077148
	Iteration 94Q: 3 clusters Score -8458322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -8458340.000000 Penalty: 5317.077148
	Iteration 95Q: 3 clusters Score -8458340 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -8458339.000000 Penalty: 5317.077148
	Iteration 96Q: 3 clusters Score -8458339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8458360.000000 Penalty: 5317.077148
	Iteration 97Q: 3 clusters Score -8458360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -8458358.000000 Penalty: 5317.077148
	Iteration 98Q: 3 clusters Score -8458358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8458376.000000 Penalty: 5317.077148
	Iteration 99Q: 3 clusters Score -8458376 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8458396.000000 Penalty: 5317.077148
	Iteration 100F: 3 clusters Score -8458396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -8458420.000000 Penalty: 5317.077148
	Iteration 101Q: 3 clusters Score -8458420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8458416.000000 Penalty: 5317.077148
	Iteration 102Q: 3 clusters Score -8458416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -8458428.000000 Penalty: 5317.077148
	Iteration 103Q: 3 clusters Score -8458428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8458441.000000 Penalty: 5317.077148
	Iteration 104Q: 3 clusters Score -8458441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -8458437.000000 Penalty: 5317.077148
	Iteration 105Q: 3 clusters Score -8458437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8458439.000000 Penalty: 5317.077148
	Iteration 106Q: 3 clusters Score -8458439 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -8458426.000000 Penalty: 5317.077148
	Iteration 107Q: 3 clusters Score -8458426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -8458437.000000 Penalty: 5317.077148
	Iteration 108Q: 3 clusters Score -8458437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -8458433.000000 Penalty: 5317.077148
	Iteration 109Q: 3 clusters Score -8458433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8458432.000000 Penalty: 5317.077148
	Iteration 110Q: 3 clusters Score -8458432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -8458439.000000 Penalty: 5317.077148
	Iteration 111Q: 3 clusters Score -8458439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8458432.000000 Penalty: 5317.077148
	Iteration 112Q: 3 clusters Score -8458432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8458440.000000 Penalty: 5317.077148
	Iteration 113Q: 3 clusters Score -8458440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -8458442.000000 Penalty: 5317.077148
	Iteration 114Q: 3 clusters Score -8458442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -8458441.000000 Penalty: 5317.077148
	Iteration 115Q: 3 clusters Score -8458441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -8458441.000000 Penalty: 5317.077148
	Iteration 116Q: 3 clusters Score -8458441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -8458447.000000 Penalty: 5317.077148
	Iteration 117Q: 3 clusters Score -8458447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -8458451.000000 Penalty: 5317.077148
	Iteration 118Q: 3 clusters Score -8458451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -8458463.000000 Penalty: 5317.077148
	Iteration 119Q: 3 clusters Score -8458463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8458459.000000 Penalty: 5317.077148
	Iteration 120F: 3 clusters Score -8458459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -8458465.000000 Penalty: 5317.077148
	Iteration 121Q: 3 clusters Score -8458465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8458458.000000 Penalty: 5317.077148
	Iteration 122Q: 3 clusters Score -8458458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -8458458.000000 Penalty: 5317.077148
	Iteration 123Q: 3 clusters Score -8458458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8458464.000000 Penalty: 5317.077148
	Iteration 124Q: 3 clusters Score -8458464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8458463.000000 Penalty: 5317.077148
	Iteration 125Q: 3 clusters Score -8458463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -8458469.000000 Penalty: 5317.077148
	Iteration 126Q: 3 clusters Score -8458469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -8458461.000000 Penalty: 5317.077148
	Iteration 127Q: 3 clusters Score -8458461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -8458468.000000 Penalty: 5317.077148
	Iteration 128Q: 3 clusters Score -8458468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -8458472.000000 Penalty: 5317.077148
	Iteration 129Q: 3 clusters Score -8458472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -8458479.000000 Penalty: 5317.077148
	Iteration 130Q: 3 clusters Score -8458479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -8458470.000000 Penalty: 5317.077148
	Iteration 131Q: 3 clusters Score -8458470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -8458476.000000 Penalty: 5317.077148
	Iteration 132Q: 3 clusters Score -8458476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 133Q: 3 clusters Score -8458460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8458467.000000 Penalty: 5317.077148
	Iteration 134Q: 3 clusters Score -8458467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 135Q: 3 clusters Score -8458460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8458464.000000 Penalty: 5317.077148
	Iteration 136Q: 3 clusters Score -8458464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -8458461.000000 Penalty: 5317.077148
	Iteration 137Q: 3 clusters Score -8458461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 138Q: 3 clusters Score -8458460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -8458462.000000 Penalty: 5317.077148
	Iteration 139Q: 3 clusters Score -8458462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -8458465.000000 Penalty: 5317.077148
	Iteration 140F: 3 clusters Score -8458465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8458470.000000 Penalty: 5317.077148
	Iteration 141Q: 3 clusters Score -8458470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8458473.000000 Penalty: 5317.077148
	Iteration 142Q: 3 clusters Score -8458473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8458480.000000 Penalty: 5317.077148
	Iteration 143Q: 3 clusters Score -8458480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8458473.000000 Penalty: 5317.077148
	Iteration 144Q: 3 clusters Score -8458473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8458468.000000 Penalty: 5317.077148
	Iteration 145Q: 3 clusters Score -8458468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -8458467.000000 Penalty: 5317.077148
	Iteration 146Q: 3 clusters Score -8458467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8458457.000000 Penalty: 5317.077148
	Iteration 147Q: 3 clusters Score -8458457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -8458455.000000 Penalty: 5317.077148
	Iteration 148Q: 3 clusters Score -8458455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 149Q: 3 clusters Score -8458460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8458461.000000 Penalty: 5317.077148
	Iteration 150Q: 3 clusters Score -8458461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -8458465.000000 Penalty: 5317.077148
	Iteration 151Q: 3 clusters Score -8458465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -8458465.000000 Penalty: 5317.077148
	Iteration 152Q: 3 clusters Score -8458465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -8458462.000000 Penalty: 5317.077148
	Iteration 153Q: 3 clusters Score -8458462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 154Q: 3 clusters Score -8458460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8458463.000000 Penalty: 5317.077148
	Iteration 155Q: 3 clusters Score -8458463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8458461.000000 Penalty: 5317.077148
	Iteration 156Q: 3 clusters Score -8458461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -8458460.000000 Penalty: 5317.077148
	Iteration 157Q: 3 clusters Score -8458460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8458468.000000 Penalty: 5317.077148
	Iteration 158Q: 3 clusters Score -8458468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8458471.000000 Penalty: 5317.077148
	Iteration 159Q: 3 clusters Score -8458471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8458469.000000 Penalty: 5317.077148
	Iteration 160F: 3 clusters Score -8458469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8458475.000000 Penalty: 5317.077148
	Iteration 161Q: 3 clusters Score -8458475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -8458479.000000 Penalty: 5317.077148
	Iteration 162Q: 3 clusters Score -8458479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8458472.000000 Penalty: 5317.077148
	Iteration 163Q: 3 clusters Score -8458472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -8458472.000000 Penalty: 5317.077148
	Iteration 164Q: 3 clusters Score -8458472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8458477.000000 Penalty: 5317.077148
	Iteration 165Q: 3 clusters Score -8458477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8458473.000000 Penalty: 5317.077148
	Iteration 166Q: 3 clusters Score -8458473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8458472.000000 Penalty: 5317.077148
	Iteration 167Q: 3 clusters Score -8458472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -8458471.000000 Penalty: 5317.077148
	Iteration 168Q: 3 clusters Score -8458471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -8458480.000000 Penalty: 5317.077148
	Iteration 169Q: 3 clusters Score -8458480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -8458487.000000 Penalty: 5317.077148
	Iteration 170Q: 3 clusters Score -8458487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8458482.000000 Penalty: 5317.077148
	Iteration 171Q: 3 clusters Score -8458482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -8458490.000000 Penalty: 5317.077148
	Iteration 172Q: 3 clusters Score -8458490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8458495.000000 Penalty: 5317.077148
	Iteration 173Q: 3 clusters Score -8458495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8458495.000000 Penalty: 5317.077148
	Iteration 174Q: 3 clusters Score -8458495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -8458496.000000 Penalty: 5317.077148
	Iteration 175Q: 3 clusters Score -8458496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8458491.000000 Penalty: 5317.077148
	Iteration 176Q: 3 clusters Score -8458491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -8458488.000000 Penalty: 5317.077148
	Iteration 177Q: 3 clusters Score -8458488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8458487.000000 Penalty: 5317.077148
	Iteration 178Q: 3 clusters Score -8458487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -8458490.000000 Penalty: 5317.077148
	Iteration 179Q: 3 clusters Score -8458490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8458493.000000 Penalty: 5317.077148
	Iteration 180F: 3 clusters Score -8458493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -8458485.000000 Penalty: 5317.077148
	Iteration 181Q: 3 clusters Score -8458485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -8458482.000000 Penalty: 5317.077148
	Iteration 182Q: 3 clusters Score -8458482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -8458483.000000 Penalty: 5317.077148
	Iteration 183Q: 3 clusters Score -8458483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -8458491.000000 Penalty: 5317.077148
	Iteration 184Q: 3 clusters Score -8458491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8458486.000000 Penalty: 5317.077148
	Iteration 185Q: 3 clusters Score -8458486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -8458482.000000 Penalty: 5317.077148
	Iteration 186Q: 3 clusters Score -8458482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -8458485.000000 Penalty: 5317.077148
	Iteration 187Q: 3 clusters Score -8458485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8458481.000000 Penalty: 5317.077148
	Iteration 188Q: 3 clusters Score -8458481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -8458485.000000 Penalty: 5317.077148
	Iteration 189Q: 3 clusters Score -8458485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -8458484.000000 Penalty: 5317.077148
	Iteration 190Q: 3 clusters Score -8458484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8458483.000000 Penalty: 5317.077148
	Iteration 191Q: 3 clusters Score -8458483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8458489.000000 Penalty: 5317.077148
	Iteration 192Q: 3 clusters Score -8458489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8458482.000000 Penalty: 5317.077148
	Iteration 193Q: 3 clusters Score -8458482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8458495.000000 Penalty: 5317.077148
	Iteration 194Q: 3 clusters Score -8458495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -8458500.000000 Penalty: 5317.077148
	Iteration 195Q: 3 clusters Score -8458500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8458503.000000 Penalty: 5317.077148
	Iteration 196Q: 3 clusters Score -8458503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8458496.000000 Penalty: 5317.077148
	Iteration 197Q: 3 clusters Score -8458496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -8458490.000000 Penalty: 5317.077148
	Iteration 198Q: 3 clusters Score -8458490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -8458497.000000 Penalty: 5317.077148
	Iteration 199Q: 3 clusters Score -8458497 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -8458495.000000 Penalty: 5317.077148
	Iteration 200F: 3 clusters Score -8458495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8458489.000000 Penalty: 5317.077148
	Iteration 201Q: 3 clusters Score -8458489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -8458498.000000 Penalty: 5317.077148
	Iteration 202Q: 3 clusters Score -8458498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8458511.000000 Penalty: 5317.077148
	Iteration 203Q: 3 clusters Score -8458511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -8458513.000000 Penalty: 5317.077148
	Iteration 204Q: 3 clusters Score -8458513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8458525.000000 Penalty: 5317.077148
	Iteration 205Q: 3 clusters Score -8458525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8458518.000000 Penalty: 5317.077148
	Iteration 206Q: 3 clusters Score -8458518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -8458519.000000 Penalty: 5317.077148
	Iteration 207Q: 3 clusters Score -8458519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -8458531.000000 Penalty: 5317.077148
	Iteration 208Q: 3 clusters Score -8458531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -8458536.000000 Penalty: 5317.077148
	Iteration 209Q: 3 clusters Score -8458536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -8458538.000000 Penalty: 5317.077148
	Iteration 210Q: 3 clusters Score -8458538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -8458525.000000 Penalty: 5317.077148
	Iteration 211Q: 3 clusters Score -8458525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -8458525.000000 Penalty: 5317.077148
	Iteration 212Q: 3 clusters Score -8458525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8458535.000000 Penalty: 5317.077148
	Iteration 213Q: 3 clusters Score -8458535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -8458542.000000 Penalty: 5317.077148
	Iteration 214Q: 3 clusters Score -8458542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 215Q: 3 clusters Score -8458545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -8458548.000000 Penalty: 5317.077148
	Iteration 216Q: 3 clusters Score -8458548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8458549.000000 Penalty: 5317.077148
	Iteration 217Q: 3 clusters Score -8458549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -8458544.000000 Penalty: 5317.077148
	Iteration 218Q: 3 clusters Score -8458544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -8458547.000000 Penalty: 5317.077148
	Iteration 219Q: 3 clusters Score -8458547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 220F: 3 clusters Score -8458545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -8458543.000000 Penalty: 5317.077148
	Iteration 221Q: 3 clusters Score -8458543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8458543.000000 Penalty: 5317.077148
	Iteration 222Q: 3 clusters Score -8458543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -8458539.000000 Penalty: 5317.077148
	Iteration 223Q: 3 clusters Score -8458539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8458548.000000 Penalty: 5317.077148
	Iteration 224Q: 3 clusters Score -8458548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8458544.000000 Penalty: 5317.077148
	Iteration 225Q: 3 clusters Score -8458544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8458547.000000 Penalty: 5317.077148
	Iteration 226Q: 3 clusters Score -8458547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 227Q: 3 clusters Score -8458545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 228Q: 3 clusters Score -8458545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 229Q: 3 clusters Score -8458545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8458545.000000 Penalty: 5317.077148
	Iteration 230F: 3 clusters Score -8458545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Entering Unmasked Estep 
Score: -123725.226562 Penalty: 1631.998413
	Iteration 0F: 2 clusters Score -123725.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -122113.773438 Penalty: 3263.996826
	Iteration 0F: 3 clusters Score -122113.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -122458.789062 Penalty: 3263.996826
	Iteration 1F: 3 clusters Score -122458.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -122693.609375 Penalty: 3263.996826
	Iteration 2F: 3 clusters Score -122693.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -122852.921875 Penalty: 3263.996826
	Iteration 3F: 3 clusters Score -122852.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -122936.632812 Penalty: 3263.996826
	Iteration 4Q: 3 clusters Score -122936.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -122986.687500 Penalty: 3263.996826
	Iteration 5Q: 3 clusters Score -122986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123007.195312 Penalty: 3263.996826
	Iteration 6Q: 3 clusters Score -123007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -123015.859375 Penalty: 3263.996826
	Iteration 7Q: 3 clusters Score -123015.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123023.164062 Penalty: 3263.996826
	Iteration 8Q: 3 clusters Score -123023.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -123029.960938 Penalty: 3263.996826
	Iteration 9Q: 3 clusters Score -123030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -123034.984375 Penalty: 3263.996826
	Iteration 10Q: 3 clusters Score -123035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -123040.054688 Penalty: 3263.996826
	Iteration 11Q: 3 clusters Score -123040.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -123041.625000 Penalty: 3263.996826
	Iteration 12Q: 3 clusters Score -123041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123042.390625 Penalty: 3263.996826
	Iteration 13Q: 3 clusters Score -123042.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -123044.039062 Penalty: 3263.996826
	Iteration 14Q: 3 clusters Score -123044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123047.968750 Penalty: 3263.996826
	Iteration 15Q: 3 clusters Score -123048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -123047.968750 Penalty: 3263.996826
	Iteration 16F: 3 clusters Score -123048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Entering Unmasked Estep 
Score: -8652694.000000 Penalty: 2664.650635
	Iteration 0F: 2 clusters Score -8652694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8622292.000000 Penalty: 5329.301270
	Iteration 0F: 3 clusters Score -8622292 nChanged 21456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -8633932.000000 Penalty: 5329.301270
	Iteration 1F: 3 clusters Score -8633932 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8634379.000000 Penalty: 5329.301270
	Iteration 2Q: 3 clusters Score -8634379 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -8634821.000000 Penalty: 5329.301270
	Iteration 3Q: 3 clusters Score -8634821 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -8635283.000000 Penalty: 5329.301270
	Iteration 4Q: 3 clusters Score -8635283 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -8635898.000000 Penalty: 5329.301270
	Iteration 5Q: 3 clusters Score -8635898 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -8636920.000000 Penalty: 5329.301270
	Iteration 6Q: 3 clusters Score -8636920 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -8638616.000000 Penalty: 5329.301270
	Iteration 7F: 3 clusters Score -8638616 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -8641117.000000 Penalty: 5329.301270
	Iteration 8F: 3 clusters Score -8641117 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 34653 members 
Entering Unmasked Estep 
Score: -8644357.000000 Penalty: 5329.301270
	Iteration 9F: 3 clusters Score -8644357 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8647529.000000 Penalty: 5329.301270
	Iteration 10F: 3 clusters Score -8647529 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -8649448.000000 Penalty: 5329.301270
	Iteration 11Q: 3 clusters Score -8649448 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8650369.000000 Penalty: 5329.301270
	Iteration 12Q: 3 clusters Score -8650369 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -8650831.000000 Penalty: 5329.301270
	Iteration 13Q: 3 clusters Score -8650831 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8651205.000000 Penalty: 5329.301270
	Iteration 14Q: 3 clusters Score -8651205 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -8651476.000000 Penalty: 5329.301270
	Iteration 15Q: 3 clusters Score -8651476 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8651606.000000 Penalty: 5329.301270
	Iteration 16Q: 3 clusters Score -8651606 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8651720.000000 Penalty: 5329.301270
	Iteration 17Q: 3 clusters Score -8651720 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -8651797.000000 Penalty: 5329.301270
	Iteration 18Q: 3 clusters Score -8651797 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -8651827.000000 Penalty: 5329.301270
	Iteration 19Q: 3 clusters Score -8651827 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 41990 members 
Entering Unmasked Estep 
Score: -8651855.000000 Penalty: 5329.301270
	Iteration 20F: 3 clusters Score -8651855 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8651850.000000 Penalty: 5329.301270
	Iteration 21Q: 3 clusters Score -8651850 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8651873.000000 Penalty: 5329.301270
	Iteration 22Q: 3 clusters Score -8651873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8651883.000000 Penalty: 5329.301270
	Iteration 23Q: 3 clusters Score -8651883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8651907.000000 Penalty: 5329.301270
	Iteration 24Q: 3 clusters Score -8651907 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8651909.000000 Penalty: 5329.301270
	Iteration 25Q: 3 clusters Score -8651909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8651931.000000 Penalty: 5329.301270
	Iteration 26Q: 3 clusters Score -8651931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8651927.000000 Penalty: 5329.301270
	Iteration 27Q: 3 clusters Score -8651927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8651919.000000 Penalty: 5329.301270
	Iteration 28Q: 3 clusters Score -8651919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8651914.000000 Penalty: 5329.301270
	Iteration 29Q: 3 clusters Score -8651914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8651927.000000 Penalty: 5329.301270
	Iteration 30Q: 3 clusters Score -8651927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -8651923.000000 Penalty: 5329.301270
	Iteration 31Q: 3 clusters Score -8651923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8651935.000000 Penalty: 5329.301270
	Iteration 32Q: 3 clusters Score -8651935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8651925.000000 Penalty: 5329.301270
	Iteration 33Q: 3 clusters Score -8651925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -8651926.000000 Penalty: 5329.301270
	Iteration 34Q: 3 clusters Score -8651926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8651939.000000 Penalty: 5329.301270
	Iteration 35Q: 3 clusters Score -8651939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8651929.000000 Penalty: 5329.301270
	Iteration 36Q: 3 clusters Score -8651929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -8651935.000000 Penalty: 5329.301270
	Iteration 37Q: 3 clusters Score -8651935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8651934.000000 Penalty: 5329.301270
	Iteration 38Q: 3 clusters Score -8651934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8651949.000000 Penalty: 5329.301270
	Iteration 39Q: 3 clusters Score -8651949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -8651950.000000 Penalty: 5329.301270
	Iteration 40F: 3 clusters Score -8651950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8651947.000000 Penalty: 5329.301270
	Iteration 41Q: 3 clusters Score -8651947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8651943.000000 Penalty: 5329.301270
	Iteration 42Q: 3 clusters Score -8651943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -8651945.000000 Penalty: 5329.301270
	Iteration 43Q: 3 clusters Score -8651945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8651941.000000 Penalty: 5329.301270
	Iteration 44Q: 3 clusters Score -8651941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8651940.000000 Penalty: 5329.301270
	Iteration 45Q: 3 clusters Score -8651940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8651933.000000 Penalty: 5329.301270
	Iteration 46Q: 3 clusters Score -8651933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8651929.000000 Penalty: 5329.301270
	Iteration 47Q: 3 clusters Score -8651929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8651934.000000 Penalty: 5329.301270
	Iteration 48Q: 3 clusters Score -8651934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8651937.000000 Penalty: 5329.301270
	Iteration 49Q: 3 clusters Score -8651937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -8651940.000000 Penalty: 5329.301270
	Iteration 50Q: 3 clusters Score -8651940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8651949.000000 Penalty: 5329.301270
	Iteration 51Q: 3 clusters Score -8651949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8651942.000000 Penalty: 5329.301270
	Iteration 52Q: 3 clusters Score -8651942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8651942.000000 Penalty: 5329.301270
	Iteration 53Q: 3 clusters Score -8651942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8651947.000000 Penalty: 5329.301270
	Iteration 54Q: 3 clusters Score -8651947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8651943.000000 Penalty: 5329.301270
	Iteration 55Q: 3 clusters Score -8651943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -8651947.000000 Penalty: 5329.301270
	Iteration 56Q: 3 clusters Score -8651947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8651947.000000 Penalty: 5329.301270
	Iteration 57Q: 3 clusters Score -8651947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8651952.000000 Penalty: 5329.301270
	Iteration 58Q: 3 clusters Score -8651952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8651950.000000 Penalty: 5329.301270
	Iteration 59Q: 3 clusters Score -8651950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8651950.000000 Penalty: 5329.301270
	Iteration 60F: 3 clusters Score -8651950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Entering Unmasked Estep 
Score: -9632292.000000 Penalty: 2689.114014
	Iteration 0F: 2 clusters Score -9632292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -9601929.000000 Penalty: 5378.228027
	Iteration 0F: 3 clusters Score -9601929 nChanged 23658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -9615005.000000 Penalty: 5378.228027
	Iteration 1F: 3 clusters Score -9615005 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -9615750.000000 Penalty: 5378.228027
	Iteration 2Q: 3 clusters Score -9615750 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -9616669.000000 Penalty: 5378.228027
	Iteration 3Q: 3 clusters Score -9616669 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -9617812.000000 Penalty: 5378.228027
	Iteration 4F: 3 clusters Score -9617812 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -9619186.000000 Penalty: 5378.228027
	Iteration 5F: 3 clusters Score -9619186 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -9620982.000000 Penalty: 5378.228027
	Iteration 6F: 3 clusters Score -9620982 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -9623036.000000 Penalty: 5378.228027
	Iteration 7F: 3 clusters Score -9623036 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -9624986.000000 Penalty: 5378.228027
	Iteration 8F: 3 clusters Score -9624986 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -9626463.000000 Penalty: 5378.228027
	Iteration 9Q: 3 clusters Score -9626463 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -9627313.000000 Penalty: 5378.228027
	Iteration 10Q: 3 clusters Score -9627313 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -9627688.000000 Penalty: 5378.228027
	Iteration 11Q: 3 clusters Score -9627688 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -9627930.000000 Penalty: 5378.228027
	Iteration 12Q: 3 clusters Score -9627930 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9628035.000000 Penalty: 5378.228027
	Iteration 13Q: 3 clusters Score -9628035 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -9628182.000000 Penalty: 5378.228027
	Iteration 14Q: 3 clusters Score -9628182 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -9628368.000000 Penalty: 5378.228027
	Iteration 15Q: 3 clusters Score -9628368 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -9628477.000000 Penalty: 5378.228027
	Iteration 16Q: 3 clusters Score -9628477 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9628655.000000 Penalty: 5378.228027
	Iteration 17Q: 3 clusters Score -9628655 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -9628772.000000 Penalty: 5378.228027
	Iteration 18Q: 3 clusters Score -9628772 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -9628927.000000 Penalty: 5378.228027
	Iteration 19Q: 3 clusters Score -9628927 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -9629083.000000 Penalty: 5378.228027
	Iteration 20F: 3 clusters Score -9629083 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -9629421.000000 Penalty: 5378.228027
	Iteration 21Q: 3 clusters Score -9629421 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -9629664.000000 Penalty: 5378.228027
	Iteration 22Q: 3 clusters Score -9629664 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -9630043.000000 Penalty: 5378.228027
	Iteration 23Q: 3 clusters Score -9630043 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -9630321.000000 Penalty: 5378.228027
	Iteration 24Q: 3 clusters Score -9630321 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -9630586.000000 Penalty: 5378.228027
	Iteration 25Q: 3 clusters Score -9630586 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -9630814.000000 Penalty: 5378.228027
	Iteration 26Q: 3 clusters Score -9630814 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -9630960.000000 Penalty: 5378.228027
	Iteration 27Q: 3 clusters Score -9630960 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -9631139.000000 Penalty: 5378.228027
	Iteration 28Q: 3 clusters Score -9631139 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -9631245.000000 Penalty: 5378.228027
	Iteration 29Q: 3 clusters Score -9631245 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -9631283.000000 Penalty: 5378.228027
	Iteration 30Q: 3 clusters Score -9631283 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -9631335.000000 Penalty: 5378.228027
	Iteration 31Q: 3 clusters Score -9631335 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -9631337.000000 Penalty: 5378.228027
	Iteration 32Q: 3 clusters Score -9631337 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -9631325.000000 Penalty: 5378.228027
	Iteration 33Q: 3 clusters Score -9631325 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -9631281.000000 Penalty: 5378.228027
	Iteration 34Q: 3 clusters Score -9631281 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -9631216.000000 Penalty: 5378.228027
	Iteration 35Q: 3 clusters Score -9631216 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9631199.000000 Penalty: 5378.228027
	Iteration 36Q: 3 clusters Score -9631199 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9631139.000000 Penalty: 5378.228027
	Iteration 37Q: 3 clusters Score -9631139 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -9631070.000000 Penalty: 5378.228027
	Iteration 38Q: 3 clusters Score -9631070 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -9631013.000000 Penalty: 5378.228027
	Iteration 39Q: 3 clusters Score -9631013 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -9630990.000000 Penalty: 5378.228027
	Iteration 40F: 3 clusters Score -9630990 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9630919.000000 Penalty: 5378.228027
	Iteration 41Q: 3 clusters Score -9630919 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -9630873.000000 Penalty: 5378.228027
	Iteration 42Q: 3 clusters Score -9630873 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9630813.000000 Penalty: 5378.228027
	Iteration 43Q: 3 clusters Score -9630813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9630750.000000 Penalty: 5378.228027
	Iteration 44Q: 3 clusters Score -9630750 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -9630720.000000 Penalty: 5378.228027
	Iteration 45Q: 3 clusters Score -9630720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -9630693.000000 Penalty: 5378.228027
	Iteration 46Q: 3 clusters Score -9630693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -9630672.000000 Penalty: 5378.228027
	Iteration 47Q: 3 clusters Score -9630672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -9630647.000000 Penalty: 5378.228027
	Iteration 48Q: 3 clusters Score -9630647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -9630644.000000 Penalty: 5378.228027
	Iteration 49Q: 3 clusters Score -9630644 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -9630634.000000 Penalty: 5378.228027
	Iteration 50Q: 3 clusters Score -9630634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -9630620.000000 Penalty: 5378.228027
	Iteration 51Q: 3 clusters Score -9630620 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -9630616.000000 Penalty: 5378.228027
	Iteration 52Q: 3 clusters Score -9630616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9630593.000000 Penalty: 5378.228027
	Iteration 53Q: 3 clusters Score -9630593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9630585.000000 Penalty: 5378.228027
	Iteration 54Q: 3 clusters Score -9630585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9630595.000000 Penalty: 5378.228027
	Iteration 55Q: 3 clusters Score -9630595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -9630580.000000 Penalty: 5378.228027
	Iteration 56Q: 3 clusters Score -9630580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -9630586.000000 Penalty: 5378.228027
	Iteration 57Q: 3 clusters Score -9630586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9630577.000000 Penalty: 5378.228027
	Iteration 58Q: 3 clusters Score -9630577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -9630582.000000 Penalty: 5378.228027
	Iteration 59Q: 3 clusters Score -9630582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9630579.000000 Penalty: 5378.228027
	Iteration 60F: 3 clusters Score -9630579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -9630579.000000 Penalty: 5378.228027
	Iteration 61Q: 3 clusters Score -9630579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -9630565.000000 Penalty: 5378.228027
	Iteration 62Q: 3 clusters Score -9630565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -9630572.000000 Penalty: 5378.228027
	Iteration 63Q: 3 clusters Score -9630572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9630565.000000 Penalty: 5378.228027
	Iteration 64Q: 3 clusters Score -9630565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -9630556.000000 Penalty: 5378.228027
	Iteration 65Q: 3 clusters Score -9630556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -9630558.000000 Penalty: 5378.228027
	Iteration 66Q: 3 clusters Score -9630558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -9630558.000000 Penalty: 5378.228027
	Iteration 67Q: 3 clusters Score -9630558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -9630557.000000 Penalty: 5378.228027
	Iteration 68Q: 3 clusters Score -9630557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9630555.000000 Penalty: 5378.228027
	Iteration 69Q: 3 clusters Score -9630555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -9630558.000000 Penalty: 5378.228027
	Iteration 70Q: 3 clusters Score -9630558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -9630554.000000 Penalty: 5378.228027
	Iteration 71Q: 3 clusters Score -9630554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -9630552.000000 Penalty: 5378.228027
	Iteration 72Q: 3 clusters Score -9630552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -9630556.000000 Penalty: 5378.228027
	Iteration 73Q: 3 clusters Score -9630556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9630557.000000 Penalty: 5378.228027
	Iteration 74Q: 3 clusters Score -9630557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9630557.000000 Penalty: 5378.228027
	Iteration 75F: 3 clusters Score -9630557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Entering Unmasked Estep 
Score: -1377191.000000 Penalty: 2210.894043
	Iteration 0F: 2 clusters Score -1377191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1371071.875000 Penalty: 4421.788086
	Iteration 0F: 3 clusters Score -1371072 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1372710.500000 Penalty: 4421.788086
	Iteration 1F: 3 clusters Score -1372710 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1372956.625000 Penalty: 4421.788086
	Iteration 2F: 3 clusters Score -1372957 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1373143.875000 Penalty: 4421.788086
	Iteration 3F: 3 clusters Score -1373144 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1373285.500000 Penalty: 4421.788086
	Iteration 4Q: 3 clusters Score -1373286 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1373401.875000 Penalty: 4421.788086
	Iteration 5Q: 3 clusters Score -1373402 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1373502.125000 Penalty: 4421.788086
	Iteration 6Q: 3 clusters Score -1373502 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1373588.625000 Penalty: 4421.788086
	Iteration 7Q: 3 clusters Score -1373589 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1373668.000000 Penalty: 4421.788086
	Iteration 8Q: 3 clusters Score -1373668 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1373766.375000 Penalty: 4421.788086
	Iteration 9Q: 3 clusters Score -1373766 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1373859.500000 Penalty: 4421.788086
	Iteration 10Q: 3 clusters Score -1373860 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1373983.125000 Penalty: 4421.788086
	Iteration 11Q: 3 clusters Score -1373983 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1374127.250000 Penalty: 4421.788086
	Iteration 12Q: 3 clusters Score -1374127 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1374272.625000 Penalty: 4421.788086
	Iteration 13Q: 3 clusters Score -1374273 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1374414.000000 Penalty: 4421.788086
	Iteration 14Q: 3 clusters Score -1374414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1374539.625000 Penalty: 4421.788086
	Iteration 15Q: 3 clusters Score -1374540 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1374658.375000 Penalty: 4421.788086
	Iteration 16Q: 3 clusters Score -1374658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1374753.500000 Penalty: 4421.788086
	Iteration 17Q: 3 clusters Score -1374754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1374842.000000 Penalty: 4421.788086
	Iteration 18Q: 3 clusters Score -1374842 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1374914.125000 Penalty: 4421.788086
	Iteration 19Q: 3 clusters Score -1374914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1374975.625000 Penalty: 4421.788086
	Iteration 20F: 3 clusters Score -1374976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1375023.125000 Penalty: 4421.788086
	Iteration 21Q: 3 clusters Score -1375023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1375054.500000 Penalty: 4421.788086
	Iteration 22Q: 3 clusters Score -1375054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1375080.500000 Penalty: 4421.788086
	Iteration 23Q: 3 clusters Score -1375080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1375091.375000 Penalty: 4421.788086
	Iteration 24Q: 3 clusters Score -1375091 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1375103.750000 Penalty: 4421.788086
	Iteration 25Q: 3 clusters Score -1375104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1375111.375000 Penalty: 4421.788086
	Iteration 26Q: 3 clusters Score -1375111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1375118.250000 Penalty: 4421.788086
	Iteration 27Q: 3 clusters Score -1375118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1375126.750000 Penalty: 4421.788086
	Iteration 28Q: 3 clusters Score -1375127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1375136.125000 Penalty: 4421.788086
	Iteration 29Q: 3 clusters Score -1375136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1375145.250000 Penalty: 4421.788086
	Iteration 30Q: 3 clusters Score -1375145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1375152.375000 Penalty: 4421.788086
	Iteration 31Q: 3 clusters Score -1375152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1375158.750000 Penalty: 4421.788086
	Iteration 32Q: 3 clusters Score -1375159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1375159.750000 Penalty: 4421.788086
	Iteration 33Q: 3 clusters Score -1375160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1375165.375000 Penalty: 4421.788086
	Iteration 34Q: 3 clusters Score -1375165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1375169.000000 Penalty: 4421.788086
	Iteration 35Q: 3 clusters Score -1375169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1375173.750000 Penalty: 4421.788086
	Iteration 36Q: 3 clusters Score -1375174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1375174.125000 Penalty: 4421.788086
	Iteration 37Q: 3 clusters Score -1375174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1375173.500000 Penalty: 4421.788086
	Iteration 38Q: 3 clusters Score -1375174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1375178.000000 Penalty: 4421.788086
	Iteration 39Q: 3 clusters Score -1375178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1375182.125000 Penalty: 4421.788086
	Iteration 40F: 3 clusters Score -1375182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1375185.375000 Penalty: 4421.788086
	Iteration 41Q: 3 clusters Score -1375185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1375190.875000 Penalty: 4421.788086
	Iteration 42Q: 3 clusters Score -1375191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1375192.375000 Penalty: 4421.788086
	Iteration 43Q: 3 clusters Score -1375192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1375195.625000 Penalty: 4421.788086
	Iteration 44Q: 3 clusters Score -1375196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1375200.750000 Penalty: 4421.788086
	Iteration 45Q: 3 clusters Score -1375201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1375208.875000 Penalty: 4421.788086
	Iteration 46Q: 3 clusters Score -1375209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1375212.625000 Penalty: 4421.788086
	Iteration 47Q: 3 clusters Score -1375213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1375214.375000 Penalty: 4421.788086
	Iteration 48Q: 3 clusters Score -1375214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1375212.625000 Penalty: 4421.788086
	Iteration 49Q: 3 clusters Score -1375213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1375219.625000 Penalty: 4421.788086
	Iteration 50Q: 3 clusters Score -1375220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1375222.125000 Penalty: 4421.788086
	Iteration 51Q: 3 clusters Score -1375222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1375224.375000 Penalty: 4421.788086
	Iteration 52Q: 3 clusters Score -1375224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1375225.250000 Penalty: 4421.788086
	Iteration 53Q: 3 clusters Score -1375225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1375226.500000 Penalty: 4421.788086
	Iteration 54Q: 3 clusters Score -1375226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1375237.250000 Penalty: 4421.788086
	Iteration 55Q: 3 clusters Score -1375237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1375238.375000 Penalty: 4421.788086
	Iteration 56Q: 3 clusters Score -1375238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1375240.625000 Penalty: 4421.788086
	Iteration 57Q: 3 clusters Score -1375241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1375240.375000 Penalty: 4421.788086
	Iteration 58Q: 3 clusters Score -1375240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1375246.375000 Penalty: 4421.788086
	Iteration 59Q: 3 clusters Score -1375246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1375242.625000 Penalty: 4421.788086
	Iteration 60F: 3 clusters Score -1375243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1375244.500000 Penalty: 4421.788086
	Iteration 61Q: 3 clusters Score -1375244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1375244.500000 Penalty: 4421.788086
	Iteration 62F: 3 clusters Score -1375244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -196486.203125 Penalty: 1761.011353
	Iteration 0F: 2 clusters Score -196486.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -194494.437500 Penalty: 3522.022705
	Iteration 0F: 3 clusters Score -194494.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195137.843750 Penalty: 3522.022705
	Iteration 1F: 3 clusters Score -195137.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -195413.812500 Penalty: 3522.022705
	Iteration 2F: 3 clusters Score -195413.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -195571.843750 Penalty: 3522.022705
	Iteration 3F: 3 clusters Score -195571.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -195643.234375 Penalty: 3522.022705
	Iteration 4Q: 3 clusters Score -195643.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195724.546875 Penalty: 3522.022705
	Iteration 5Q: 3 clusters Score -195724.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195773.890625 Penalty: 3522.022705
	Iteration 6Q: 3 clusters Score -195773.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195810.109375 Penalty: 3522.022705
	Iteration 7Q: 3 clusters Score -195810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195840.234375 Penalty: 3522.022705
	Iteration 8Q: 3 clusters Score -195840.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195867.281250 Penalty: 3522.022705
	Iteration 9Q: 3 clusters Score -195867.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195891.093750 Penalty: 3522.022705
	Iteration 10Q: 3 clusters Score -195891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195910.093750 Penalty: 3522.022705
	Iteration 11Q: 3 clusters Score -195910.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195921.343750 Penalty: 3522.022705
	Iteration 12Q: 3 clusters Score -195921.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195929.687500 Penalty: 3522.022705
	Iteration 13Q: 3 clusters Score -195929.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -195931.546875 Penalty: 3522.022705
	Iteration 14Q: 3 clusters Score -195931.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195932.953125 Penalty: 3522.022705
	Iteration 15Q: 3 clusters Score -195933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195933.343750 Penalty: 3522.022705
	Iteration 16Q: 3 clusters Score -195933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195934.015625 Penalty: 3522.022705
	Iteration 17Q: 3 clusters Score -195934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195934.765625 Penalty: 3522.022705
	Iteration 18Q: 3 clusters Score -195934.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195935.343750 Penalty: 3522.022705
	Iteration 19Q: 3 clusters Score -195935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195935.343750 Penalty: 3522.022705
	Iteration 20F: 3 clusters Score -195935.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Entering Unmasked Estep 
Score: -8337479.500000 Penalty: 2654.816895
	Iteration 0F: 2 clusters Score -8337480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8308365.000000 Penalty: 5309.633789
	Iteration 0F: 3 clusters Score -8308365 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8319749.000000 Penalty: 5309.633789
	Iteration 1F: 3 clusters Score -8319749 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -8320337.000000 Penalty: 5309.633789
	Iteration 2Q: 3 clusters Score -8320337 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8321088.500000 Penalty: 5309.633789
	Iteration 3Q: 3 clusters Score -8321088 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8321965.500000 Penalty: 5309.633789
	Iteration 4Q: 3 clusters Score -8321966 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -8323213.000000 Penalty: 5309.633789
	Iteration 5Q: 3 clusters Score -8323213 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -8324734.500000 Penalty: 5309.633789
	Iteration 6F: 3 clusters Score -8324734 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -8326670.500000 Penalty: 5309.633789
	Iteration 7F: 3 clusters Score -8326670 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8329040.500000 Penalty: 5309.633789
	Iteration 8F: 3 clusters Score -8329040 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8331255.500000 Penalty: 5309.633789
	Iteration 9F: 3 clusters Score -8331256 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -8332521.000000 Penalty: 5309.633789
	Iteration 10F: 3 clusters Score -8332521 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -8333214.000000 Penalty: 5309.633789
	Iteration 11Q: 3 clusters Score -8333214 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -8333705.500000 Penalty: 5309.633789
	Iteration 12Q: 3 clusters Score -8333706 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -8334088.000000 Penalty: 5309.633789
	Iteration 13Q: 3 clusters Score -8334088 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -8334399.000000 Penalty: 5309.633789
	Iteration 14Q: 3 clusters Score -8334399 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -8334634.000000 Penalty: 5309.633789
	Iteration 15Q: 3 clusters Score -8334634 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -8334897.000000 Penalty: 5309.633789
	Iteration 16Q: 3 clusters Score -8334897 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -8335011.500000 Penalty: 5309.633789
	Iteration 17Q: 3 clusters Score -8335012 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -8335078.000000 Penalty: 5309.633789
	Iteration 18Q: 3 clusters Score -8335078 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -8335176.500000 Penalty: 5309.633789
	Iteration 19Q: 3 clusters Score -8335176 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -8335231.500000 Penalty: 5309.633789
	Iteration 20F: 3 clusters Score -8335232 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -8335248.500000 Penalty: 5309.633789
	Iteration 21Q: 3 clusters Score -8335248 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -8335280.000000 Penalty: 5309.633789
	Iteration 22Q: 3 clusters Score -8335280 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -8335335.500000 Penalty: 5309.633789
	Iteration 23Q: 3 clusters Score -8335336 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -8335353.000000 Penalty: 5309.633789
	Iteration 24Q: 3 clusters Score -8335353 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -8335409.000000 Penalty: 5309.633789
	Iteration 25Q: 3 clusters Score -8335409 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -8335456.500000 Penalty: 5309.633789
	Iteration 26Q: 3 clusters Score -8335456 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -8335479.000000 Penalty: 5309.633789
	Iteration 27Q: 3 clusters Score -8335479 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -8335505.500000 Penalty: 5309.633789
	Iteration 28Q: 3 clusters Score -8335506 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -8335536.000000 Penalty: 5309.633789
	Iteration 29Q: 3 clusters Score -8335536 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8335566.000000 Penalty: 5309.633789
	Iteration 30Q: 3 clusters Score -8335566 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8335608.500000 Penalty: 5309.633789
	Iteration 31Q: 3 clusters Score -8335608 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -8335659.000000 Penalty: 5309.633789
	Iteration 32Q: 3 clusters Score -8335659 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -8335671.000000 Penalty: 5309.633789
	Iteration 33Q: 3 clusters Score -8335671 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -8335714.000000 Penalty: 5309.633789
	Iteration 34Q: 3 clusters Score -8335714 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -8335790.500000 Penalty: 5309.633789
	Iteration 35Q: 3 clusters Score -8335790 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -8335825.000000 Penalty: 5309.633789
	Iteration 36Q: 3 clusters Score -8335825 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -8335890.000000 Penalty: 5309.633789
	Iteration 37Q: 3 clusters Score -8335890 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8335933.500000 Penalty: 5309.633789
	Iteration 38Q: 3 clusters Score -8335934 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -8335980.500000 Penalty: 5309.633789
	Iteration 39Q: 3 clusters Score -8335980 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -8336033.500000 Penalty: 5309.633789
	Iteration 40F: 3 clusters Score -8336034 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -8336059.500000 Penalty: 5309.633789
	Iteration 41Q: 3 clusters Score -8336060 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -8336047.500000 Penalty: 5309.633789
	Iteration 42Q: 3 clusters Score -8336048 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -8336099.000000 Penalty: 5309.633789
	Iteration 43Q: 3 clusters Score -8336099 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -8336112.500000 Penalty: 5309.633789
	Iteration 44Q: 3 clusters Score -8336112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8336106.000000 Penalty: 5309.633789
	Iteration 45Q: 3 clusters Score -8336106 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8336119.000000 Penalty: 5309.633789
	Iteration 46Q: 3 clusters Score -8336119 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8336094.000000 Penalty: 5309.633789
	Iteration 47Q: 3 clusters Score -8336094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8336110.000000 Penalty: 5309.633789
	Iteration 48Q: 3 clusters Score -8336110 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8336067.500000 Penalty: 5309.633789
	Iteration 49Q: 3 clusters Score -8336068 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -8336109.000000 Penalty: 5309.633789
	Iteration 50Q: 3 clusters Score -8336109 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -8336120.500000 Penalty: 5309.633789
	Iteration 51Q: 3 clusters Score -8336120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8336121.500000 Penalty: 5309.633789
	Iteration 52Q: 3 clusters Score -8336122 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -8336099.500000 Penalty: 5309.633789
	Iteration 53Q: 3 clusters Score -8336100 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8336131.000000 Penalty: 5309.633789
	Iteration 54Q: 3 clusters Score -8336131 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8336146.500000 Penalty: 5309.633789
	Iteration 55Q: 3 clusters Score -8336146 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8336152.500000 Penalty: 5309.633789
	Iteration 56Q: 3 clusters Score -8336152 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8336154.000000 Penalty: 5309.633789
	Iteration 57Q: 3 clusters Score -8336154 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -8336139.000000 Penalty: 5309.633789
	Iteration 58Q: 3 clusters Score -8336139 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8336146.000000 Penalty: 5309.633789
	Iteration 59Q: 3 clusters Score -8336146 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8336135.500000 Penalty: 5309.633789
	Iteration 60F: 3 clusters Score -8336136 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8336142.000000 Penalty: 5309.633789
	Iteration 61Q: 3 clusters Score -8336142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -8336152.500000 Penalty: 5309.633789
	Iteration 62Q: 3 clusters Score -8336152 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8336141.000000 Penalty: 5309.633789
	Iteration 63Q: 3 clusters Score -8336141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8336162.000000 Penalty: 5309.633789
	Iteration 64Q: 3 clusters Score -8336162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8336153.500000 Penalty: 5309.633789
	Iteration 65Q: 3 clusters Score -8336154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8336156.500000 Penalty: 5309.633789
	Iteration 66Q: 3 clusters Score -8336156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8336147.500000 Penalty: 5309.633789
	Iteration 67Q: 3 clusters Score -8336148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8336157.500000 Penalty: 5309.633789
	Iteration 68Q: 3 clusters Score -8336158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8336143.500000 Penalty: 5309.633789
	Iteration 69Q: 3 clusters Score -8336144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8336155.000000 Penalty: 5309.633789
	Iteration 70Q: 3 clusters Score -8336155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42098 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8336166.500000 Penalty: 5309.633789
	Iteration 71Q: 3 clusters Score -8336166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8336159.500000 Penalty: 5309.633789
	Iteration 72Q: 3 clusters Score -8336160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8336154.500000 Penalty: 5309.633789
	Iteration 73Q: 3 clusters Score -8336154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8336145.500000 Penalty: 5309.633789
	Iteration 74Q: 3 clusters Score -8336146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8336138.500000 Penalty: 5309.633789
	Iteration 75Q: 3 clusters Score -8336138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8336130.000000 Penalty: 5309.633789
	Iteration 76Q: 3 clusters Score -8336130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8336141.000000 Penalty: 5309.633789
	Iteration 77Q: 3 clusters Score -8336141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8336134.500000 Penalty: 5309.633789
	Iteration 78Q: 3 clusters Score -8336134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8336137.000000 Penalty: 5309.633789
	Iteration 79Q: 3 clusters Score -8336137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8336145.500000 Penalty: 5309.633789
	Iteration 80F: 3 clusters Score -8336146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8336145.000000 Penalty: 5309.633789
	Iteration 81Q: 3 clusters Score -8336145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8336153.000000 Penalty: 5309.633789
	Iteration 82Q: 3 clusters Score -8336153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8336151.000000 Penalty: 5309.633789
	Iteration 83Q: 3 clusters Score -8336151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8336144.500000 Penalty: 5309.633789
	Iteration 84Q: 3 clusters Score -8336144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8336134.000000 Penalty: 5309.633789
	Iteration 85Q: 3 clusters Score -8336134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8336140.000000 Penalty: 5309.633789
	Iteration 86Q: 3 clusters Score -8336140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8336145.500000 Penalty: 5309.633789
	Iteration 87Q: 3 clusters Score -8336146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8336147.500000 Penalty: 5309.633789
	Iteration 88Q: 3 clusters Score -8336148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8336161.000000 Penalty: 5309.633789
	Iteration 89Q: 3 clusters Score -8336161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8336165.500000 Penalty: 5309.633789
	Iteration 90Q: 3 clusters Score -8336166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8336165.000000 Penalty: 5309.633789
	Iteration 91Q: 3 clusters Score -8336165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8336165.000000 Penalty: 5309.633789
	Iteration 92F: 3 clusters Score -8336165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Entering Unmasked Estep 
Score: -2941336.750000 Penalty: 2404.692383
	Iteration 0F: 2 clusters Score -2941337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2929711.750000 Penalty: 4809.384766
	Iteration 0F: 3 clusters Score -2929712 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2933324.250000 Penalty: 4809.384766
	Iteration 1F: 3 clusters Score -2933324 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2933616.500000 Penalty: 4809.384766
	Iteration 2F: 3 clusters Score -2933616 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2933868.750000 Penalty: 4809.384766
	Iteration 3Q: 3 clusters Score -2933869 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2934025.250000 Penalty: 4809.384766
	Iteration 4Q: 3 clusters Score -2934025 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2934185.250000 Penalty: 4809.384766
	Iteration 5Q: 3 clusters Score -2934185 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2934304.750000 Penalty: 4809.384766
	Iteration 6Q: 3 clusters Score -2934305 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2934448.250000 Penalty: 4809.384766
	Iteration 7Q: 3 clusters Score -2934448 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2934596.750000 Penalty: 4809.384766
	Iteration 8Q: 3 clusters Score -2934597 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2934768.250000 Penalty: 4809.384766
	Iteration 9Q: 3 clusters Score -2934768 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2934931.750000 Penalty: 4809.384766
	Iteration 10Q: 3 clusters Score -2934932 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2935082.250000 Penalty: 4809.384766
	Iteration 11Q: 3 clusters Score -2935082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2935239.000000 Penalty: 4809.384766
	Iteration 12Q: 3 clusters Score -2935239 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2935412.500000 Penalty: 4809.384766
	Iteration 13Q: 3 clusters Score -2935412 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2935558.250000 Penalty: 4809.384766
	Iteration 14Q: 3 clusters Score -2935558 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2935722.750000 Penalty: 4809.384766
	Iteration 15Q: 3 clusters Score -2935723 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2935885.000000 Penalty: 4809.384766
	Iteration 16Q: 3 clusters Score -2935885 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2936029.750000 Penalty: 4809.384766
	Iteration 17Q: 3 clusters Score -2936030 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2936202.000000 Penalty: 4809.384766
	Iteration 18Q: 3 clusters Score -2936202 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2936373.500000 Penalty: 4809.384766
	Iteration 19Q: 3 clusters Score -2936374 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2936537.000000 Penalty: 4809.384766
	Iteration 20F: 3 clusters Score -2936537 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2936755.000000 Penalty: 4809.384766
	Iteration 21Q: 3 clusters Score -2936755 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2936995.250000 Penalty: 4809.384766
	Iteration 22Q: 3 clusters Score -2936995 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2937245.500000 Penalty: 4809.384766
	Iteration 23Q: 3 clusters Score -2937246 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2937489.000000 Penalty: 4809.384766
	Iteration 24Q: 3 clusters Score -2937489 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2937710.750000 Penalty: 4809.384766
	Iteration 25Q: 3 clusters Score -2937711 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2937938.500000 Penalty: 4809.384766
	Iteration 26Q: 3 clusters Score -2937938 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -2938184.750000 Penalty: 4809.384766
	Iteration 27Q: 3 clusters Score -2938185 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2938445.250000 Penalty: 4809.384766
	Iteration 28Q: 3 clusters Score -2938445 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2938672.500000 Penalty: 4809.384766
	Iteration 29Q: 3 clusters Score -2938672 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2938884.000000 Penalty: 4809.384766
	Iteration 30Q: 3 clusters Score -2938884 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2939025.500000 Penalty: 4809.384766
	Iteration 31Q: 3 clusters Score -2939026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -2939132.250000 Penalty: 4809.384766
	Iteration 32Q: 3 clusters Score -2939132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2939224.750000 Penalty: 4809.384766
	Iteration 33Q: 3 clusters Score -2939225 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2939293.750000 Penalty: 4809.384766
	Iteration 34Q: 3 clusters Score -2939294 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -2939341.250000 Penalty: 4809.384766
	Iteration 35Q: 3 clusters Score -2939341 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -2939395.000000 Penalty: 4809.384766
	Iteration 36Q: 3 clusters Score -2939395 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -2939431.000000 Penalty: 4809.384766
	Iteration 37Q: 3 clusters Score -2939431 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -2939469.750000 Penalty: 4809.384766
	Iteration 38Q: 3 clusters Score -2939470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2939493.500000 Penalty: 4809.384766
	Iteration 39Q: 3 clusters Score -2939494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2939523.750000 Penalty: 4809.384766
	Iteration 40F: 3 clusters Score -2939524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2939538.750000 Penalty: 4809.384766
	Iteration 41Q: 3 clusters Score -2939539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2939561.000000 Penalty: 4809.384766
	Iteration 42Q: 3 clusters Score -2939561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2939576.000000 Penalty: 4809.384766
	Iteration 43Q: 3 clusters Score -2939576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -2939587.250000 Penalty: 4809.384766
	Iteration 44Q: 3 clusters Score -2939587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2939597.000000 Penalty: 4809.384766
	Iteration 45Q: 3 clusters Score -2939597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2939610.750000 Penalty: 4809.384766
	Iteration 46Q: 3 clusters Score -2939611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2939611.250000 Penalty: 4809.384766
	Iteration 47Q: 3 clusters Score -2939611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2939624.750000 Penalty: 4809.384766
	Iteration 48Q: 3 clusters Score -2939625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -2939627.000000 Penalty: 4809.384766
	Iteration 49Q: 3 clusters Score -2939627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2939632.000000 Penalty: 4809.384766
	Iteration 50Q: 3 clusters Score -2939632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2939639.250000 Penalty: 4809.384766
	Iteration 51Q: 3 clusters Score -2939639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2939633.750000 Penalty: 4809.384766
	Iteration 52Q: 3 clusters Score -2939634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -2939637.500000 Penalty: 4809.384766
	Iteration 53Q: 3 clusters Score -2939638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2939639.000000 Penalty: 4809.384766
	Iteration 54Q: 3 clusters Score -2939639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2939638.250000 Penalty: 4809.384766
	Iteration 55Q: 3 clusters Score -2939638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2939638.250000 Penalty: 4809.384766
	Iteration 56F: 3 clusters Score -2939638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Entering Unmasked Estep 
Score: -97986.773438 Penalty: 1567.550537
	Iteration 0F: 2 clusters Score -97986.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96391.460938 Penalty: 3135.101074
	Iteration 0F: 3 clusters Score -96391.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96574.695312 Penalty: 3135.101074
	Iteration 1F: 3 clusters Score -96574.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96634.406250 Penalty: 3135.101074
	Iteration 2Q: 3 clusters Score -96634.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -96665.671875 Penalty: 3135.101074
	Iteration 3Q: 3 clusters Score -96665.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -96678.984375 Penalty: 3135.101074
	Iteration 4Q: 3 clusters Score -96678.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96688.460938 Penalty: 3135.101074
	Iteration 5Q: 3 clusters Score -96688.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96692.671875 Penalty: 3135.101074
	Iteration 6Q: 3 clusters Score -96692.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96697.820312 Penalty: 3135.101074
	Iteration 7Q: 3 clusters Score -96697.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96703.664062 Penalty: 3135.101074
	Iteration 8Q: 3 clusters Score -96703.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96706.359375 Penalty: 3135.101074
	Iteration 9Q: 3 clusters Score -96706.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -96706.359375 Penalty: 3135.101074
	Iteration 10F: 3 clusters Score -96706.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Entering Unmasked Estep 
Score: -7995044.500000 Penalty: 2646.799072
	Iteration 0F: 2 clusters Score -7995044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -7965799.000000 Penalty: 5293.598145
	Iteration 0F: 3 clusters Score -7965799 nChanged 19777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7976821.500000 Penalty: 5293.598145
	Iteration 1F: 3 clusters Score -7976822 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -7977697.000000 Penalty: 5293.598145
	Iteration 2F: 3 clusters Score -7977697 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -7978799.500000 Penalty: 5293.598145
	Iteration 3F: 3 clusters Score -7978800 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -7980329.000000 Penalty: 5293.598145
	Iteration 4F: 3 clusters Score -7980329 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7982463.000000 Penalty: 5293.598145
	Iteration 5F: 3 clusters Score -7982463 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -7985182.000000 Penalty: 5293.598145
	Iteration 6F: 3 clusters Score -7985182 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -7987830.500000 Penalty: 5293.598145
	Iteration 7F: 3 clusters Score -7987830 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -7990281.500000 Penalty: 5293.598145
	Iteration 8Q: 3 clusters Score -7990282 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7991979.000000 Penalty: 5293.598145
	Iteration 9Q: 3 clusters Score -7991979 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7992639.500000 Penalty: 5293.598145
	Iteration 10Q: 3 clusters Score -7992640 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -7992878.500000 Penalty: 5293.598145
	Iteration 11Q: 3 clusters Score -7992878 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7992991.500000 Penalty: 5293.598145
	Iteration 12Q: 3 clusters Score -7992992 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -7993076.500000 Penalty: 5293.598145
	Iteration 13Q: 3 clusters Score -7993076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7993101.500000 Penalty: 5293.598145
	Iteration 14Q: 3 clusters Score -7993102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7993134.500000 Penalty: 5293.598145
	Iteration 15Q: 3 clusters Score -7993134 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7993146.000000 Penalty: 5293.598145
	Iteration 16Q: 3 clusters Score -7993146 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -7993161.000000 Penalty: 5293.598145
	Iteration 17Q: 3 clusters Score -7993161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -7993194.000000 Penalty: 5293.598145
	Iteration 18Q: 3 clusters Score -7993194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7993208.500000 Penalty: 5293.598145
	Iteration 19Q: 3 clusters Score -7993208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7993199.000000 Penalty: 5293.598145
	Iteration 20F: 3 clusters Score -7993199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7993206.000000 Penalty: 5293.598145
	Iteration 21Q: 3 clusters Score -7993206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7993225.500000 Penalty: 5293.598145
	Iteration 22Q: 3 clusters Score -7993226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7993233.000000 Penalty: 5293.598145
	Iteration 23Q: 3 clusters Score -7993233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7993244.000000 Penalty: 5293.598145
	Iteration 24Q: 3 clusters Score -7993244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7993241.500000 Penalty: 5293.598145
	Iteration 25Q: 3 clusters Score -7993242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7993246.500000 Penalty: 5293.598145
	Iteration 26Q: 3 clusters Score -7993246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7993242.500000 Penalty: 5293.598145
	Iteration 27Q: 3 clusters Score -7993242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7993243.500000 Penalty: 5293.598145
	Iteration 28Q: 3 clusters Score -7993244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7993249.500000 Penalty: 5293.598145
	Iteration 29Q: 3 clusters Score -7993250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7993249.000000 Penalty: 5293.598145
	Iteration 30Q: 3 clusters Score -7993249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7993248.500000 Penalty: 5293.598145
	Iteration 31Q: 3 clusters Score -7993248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7993255.000000 Penalty: 5293.598145
	Iteration 32Q: 3 clusters Score -7993255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7993256.500000 Penalty: 5293.598145
	Iteration 33Q: 3 clusters Score -7993256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -7993256.500000 Penalty: 5293.598145
	Iteration 34F: 3 clusters Score -7993256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Entering Unmasked Estep 
Score: -5140786.000000 Penalty: 2534.572021
	Iteration 0F: 2 clusters Score -5140786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -5121835.500000 Penalty: 5069.144043
	Iteration 0F: 3 clusters Score -5121836 nChanged 12361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5128430.500000 Penalty: 5069.144043
	Iteration 1F: 3 clusters Score -5128430 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5128914.500000 Penalty: 5069.144043
	Iteration 2Q: 3 clusters Score -5128914 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -5129394.000000 Penalty: 5069.144043
	Iteration 3Q: 3 clusters Score -5129394 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -5129812.500000 Penalty: 5069.144043
	Iteration 4Q: 3 clusters Score -5129812 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5130306.500000 Penalty: 5069.144043
	Iteration 5Q: 3 clusters Score -5130306 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -5130817.000000 Penalty: 5069.144043
	Iteration 6Q: 3 clusters Score -5130817 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5131488.500000 Penalty: 5069.144043
	Iteration 7Q: 3 clusters Score -5131488 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -5132339.500000 Penalty: 5069.144043
	Iteration 8F: 3 clusters Score -5132340 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -5133474.000000 Penalty: 5069.144043
	Iteration 9F: 3 clusters Score -5133474 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -5134672.500000 Penalty: 5069.144043
	Iteration 10F: 3 clusters Score -5134672 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -5135650.000000 Penalty: 5069.144043
	Iteration 11Q: 3 clusters Score -5135650 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -5136216.000000 Penalty: 5069.144043
	Iteration 12Q: 3 clusters Score -5136216 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5136560.000000 Penalty: 5069.144043
	Iteration 13Q: 3 clusters Score -5136560 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -5136760.000000 Penalty: 5069.144043
	Iteration 14Q: 3 clusters Score -5136760 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -5136925.000000 Penalty: 5069.144043
	Iteration 15Q: 3 clusters Score -5136925 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -5137037.500000 Penalty: 5069.144043
	Iteration 16Q: 3 clusters Score -5137038 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5137124.000000 Penalty: 5069.144043
	Iteration 17Q: 3 clusters Score -5137124 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5137233.000000 Penalty: 5069.144043
	Iteration 18Q: 3 clusters Score -5137233 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -5137326.000000 Penalty: 5069.144043
	Iteration 19Q: 3 clusters Score -5137326 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -5137410.500000 Penalty: 5069.144043
	Iteration 20F: 3 clusters Score -5137410 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -5137494.000000 Penalty: 5069.144043
	Iteration 21Q: 3 clusters Score -5137494 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -5137561.000000 Penalty: 5069.144043
	Iteration 22Q: 3 clusters Score -5137561 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -5137640.000000 Penalty: 5069.144043
	Iteration 23Q: 3 clusters Score -5137640 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5137706.500000 Penalty: 5069.144043
	Iteration 24Q: 3 clusters Score -5137706 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -5137759.000000 Penalty: 5069.144043
	Iteration 25Q: 3 clusters Score -5137759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5137823.000000 Penalty: 5069.144043
	Iteration 26Q: 3 clusters Score -5137823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -5137878.000000 Penalty: 5069.144043
	Iteration 27Q: 3 clusters Score -5137878 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -5137917.000000 Penalty: 5069.144043
	Iteration 28Q: 3 clusters Score -5137917 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5137958.000000 Penalty: 5069.144043
	Iteration 29Q: 3 clusters Score -5137958 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -5138001.000000 Penalty: 5069.144043
	Iteration 30Q: 3 clusters Score -5138001 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5138043.000000 Penalty: 5069.144043
	Iteration 31Q: 3 clusters Score -5138043 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5138053.500000 Penalty: 5069.144043
	Iteration 32Q: 3 clusters Score -5138054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -5138084.500000 Penalty: 5069.144043
	Iteration 33Q: 3 clusters Score -5138084 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5138114.500000 Penalty: 5069.144043
	Iteration 34Q: 3 clusters Score -5138114 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5138147.000000 Penalty: 5069.144043
	Iteration 35Q: 3 clusters Score -5138147 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5138156.000000 Penalty: 5069.144043
	Iteration 36Q: 3 clusters Score -5138156 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -5138185.000000 Penalty: 5069.144043
	Iteration 37Q: 3 clusters Score -5138185 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5138205.500000 Penalty: 5069.144043
	Iteration 38Q: 3 clusters Score -5138206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5138230.000000 Penalty: 5069.144043
	Iteration 39Q: 3 clusters Score -5138230 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5138253.000000 Penalty: 5069.144043
	Iteration 40F: 3 clusters Score -5138253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5138273.500000 Penalty: 5069.144043
	Iteration 41Q: 3 clusters Score -5138274 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5138289.000000 Penalty: 5069.144043
	Iteration 42Q: 3 clusters Score -5138289 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5138326.000000 Penalty: 5069.144043
	Iteration 43Q: 3 clusters Score -5138326 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5138350.000000 Penalty: 5069.144043
	Iteration 44Q: 3 clusters Score -5138350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5138394.000000 Penalty: 5069.144043
	Iteration 45Q: 3 clusters Score -5138394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5138424.500000 Penalty: 5069.144043
	Iteration 46Q: 3 clusters Score -5138424 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5138447.500000 Penalty: 5069.144043
	Iteration 47Q: 3 clusters Score -5138448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5138469.500000 Penalty: 5069.144043
	Iteration 48Q: 3 clusters Score -5138470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5138471.500000 Penalty: 5069.144043
	Iteration 49Q: 3 clusters Score -5138472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5138488.500000 Penalty: 5069.144043
	Iteration 50Q: 3 clusters Score -5138488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5138504.500000 Penalty: 5069.144043
	Iteration 51Q: 3 clusters Score -5138504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5138511.500000 Penalty: 5069.144043
	Iteration 52Q: 3 clusters Score -5138512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5138512.000000 Penalty: 5069.144043
	Iteration 53Q: 3 clusters Score -5138512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5138530.500000 Penalty: 5069.144043
	Iteration 54Q: 3 clusters Score -5138530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5138537.000000 Penalty: 5069.144043
	Iteration 55Q: 3 clusters Score -5138537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5138551.000000 Penalty: 5069.144043
	Iteration 56Q: 3 clusters Score -5138551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5138558.000000 Penalty: 5069.144043
	Iteration 57Q: 3 clusters Score -5138558 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5138573.500000 Penalty: 5069.144043
	Iteration 58Q: 3 clusters Score -5138574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5138577.500000 Penalty: 5069.144043
	Iteration 59Q: 3 clusters Score -5138578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5138583.000000 Penalty: 5069.144043
	Iteration 60F: 3 clusters Score -5138583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5138589.500000 Penalty: 5069.144043
	Iteration 61Q: 3 clusters Score -5138590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5138592.500000 Penalty: 5069.144043
	Iteration 62Q: 3 clusters Score -5138592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5138593.500000 Penalty: 5069.144043
	Iteration 63Q: 3 clusters Score -5138594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5138596.000000 Penalty: 5069.144043
	Iteration 64Q: 3 clusters Score -5138596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5138599.500000 Penalty: 5069.144043
	Iteration 65Q: 3 clusters Score -5138600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5138602.000000 Penalty: 5069.144043
	Iteration 66Q: 3 clusters Score -5138602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5138604.000000 Penalty: 5069.144043
	Iteration 67Q: 3 clusters Score -5138604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5138610.000000 Penalty: 5069.144043
	Iteration 68Q: 3 clusters Score -5138610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5138608.500000 Penalty: 5069.144043
	Iteration 69Q: 3 clusters Score -5138608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5138614.000000 Penalty: 5069.144043
	Iteration 70Q: 3 clusters Score -5138614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -5138612.500000 Penalty: 5069.144043
	Iteration 71Q: 3 clusters Score -5138612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5138610.500000 Penalty: 5069.144043
	Iteration 72Q: 3 clusters Score -5138610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5138612.500000 Penalty: 5069.144043
	Iteration 73Q: 3 clusters Score -5138612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5138621.500000 Penalty: 5069.144043
	Iteration 74Q: 3 clusters Score -5138622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5138622.500000 Penalty: 5069.144043
	Iteration 75Q: 3 clusters Score -5138622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5138619.500000 Penalty: 5069.144043
	Iteration 76Q: 3 clusters Score -5138620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5138616.000000 Penalty: 5069.144043
	Iteration 77Q: 3 clusters Score -5138616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5138625.000000 Penalty: 5069.144043
	Iteration 78Q: 3 clusters Score -5138625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5138626.500000 Penalty: 5069.144043
	Iteration 79Q: 3 clusters Score -5138626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5138629.500000 Penalty: 5069.144043
	Iteration 80F: 3 clusters Score -5138630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5138633.000000 Penalty: 5069.144043
	Iteration 81Q: 3 clusters Score -5138633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5138633.000000 Penalty: 5069.144043
	Iteration 82F: 3 clusters Score -5138633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Entering Unmasked Estep 
Score: -8680210.000000 Penalty: 2662.345947
	Iteration 0F: 2 clusters Score -8680210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8650214.000000 Penalty: 5324.691895
	Iteration 0F: 3 clusters Score -8650214 nChanged 21260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -8662080.000000 Penalty: 5324.691895
	Iteration 1F: 3 clusters Score -8662080 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -8662818.000000 Penalty: 5324.691895
	Iteration 2Q: 3 clusters Score -8662818 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -8663740.000000 Penalty: 5324.691895
	Iteration 3Q: 3 clusters Score -8663740 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -8664849.000000 Penalty: 5324.691895
	Iteration 4F: 3 clusters Score -8664849 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -8666270.000000 Penalty: 5324.691895
	Iteration 5F: 3 clusters Score -8666270 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8668311.000000 Penalty: 5324.691895
	Iteration 6F: 3 clusters Score -8668311 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -8670752.000000 Penalty: 5324.691895
	Iteration 7F: 3 clusters Score -8670752 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -8673272.000000 Penalty: 5324.691895
	Iteration 8F: 3 clusters Score -8673272 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8675141.000000 Penalty: 5324.691895
	Iteration 9Q: 3 clusters Score -8675141 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8676370.000000 Penalty: 5324.691895
	Iteration 10Q: 3 clusters Score -8676370 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8677114.000000 Penalty: 5324.691895
	Iteration 11Q: 3 clusters Score -8677114 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8677469.000000 Penalty: 5324.691895
	Iteration 12Q: 3 clusters Score -8677469 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8677645.000000 Penalty: 5324.691895
	Iteration 13Q: 3 clusters Score -8677645 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44336 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8677789.000000 Penalty: 5324.691895
	Iteration 14Q: 3 clusters Score -8677789 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8677896.000000 Penalty: 5324.691895
	Iteration 15Q: 3 clusters Score -8677896 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8677981.000000 Penalty: 5324.691895
	Iteration 16Q: 3 clusters Score -8677981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8678025.000000 Penalty: 5324.691895
	Iteration 17Q: 3 clusters Score -8678025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8678051.000000 Penalty: 5324.691895
	Iteration 18Q: 3 clusters Score -8678051 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8678078.000000 Penalty: 5324.691895
	Iteration 19Q: 3 clusters Score -8678078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8678114.000000 Penalty: 5324.691895
	Iteration 20F: 3 clusters Score -8678114 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8678124.000000 Penalty: 5324.691895
	Iteration 21Q: 3 clusters Score -8678124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -8678144.000000 Penalty: 5324.691895
	Iteration 22Q: 3 clusters Score -8678144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8678142.000000 Penalty: 5324.691895
	Iteration 23Q: 3 clusters Score -8678142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8678159.000000 Penalty: 5324.691895
	Iteration 24Q: 3 clusters Score -8678159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8678180.000000 Penalty: 5324.691895
	Iteration 25Q: 3 clusters Score -8678180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8678191.000000 Penalty: 5324.691895
	Iteration 26Q: 3 clusters Score -8678191 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8678200.000000 Penalty: 5324.691895
	Iteration 27Q: 3 clusters Score -8678200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8678195.000000 Penalty: 5324.691895
	Iteration 28Q: 3 clusters Score -8678195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8678200.000000 Penalty: 5324.691895
	Iteration 29Q: 3 clusters Score -8678200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8678204.000000 Penalty: 5324.691895
	Iteration 30Q: 3 clusters Score -8678204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8678224.000000 Penalty: 5324.691895
	Iteration 31Q: 3 clusters Score -8678224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8678220.000000 Penalty: 5324.691895
	Iteration 32Q: 3 clusters Score -8678220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8678217.000000 Penalty: 5324.691895
	Iteration 33Q: 3 clusters Score -8678217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8678220.000000 Penalty: 5324.691895
	Iteration 34Q: 3 clusters Score -8678220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8678225.000000 Penalty: 5324.691895
	Iteration 35Q: 3 clusters Score -8678225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8678225.000000 Penalty: 5324.691895
	Iteration 36F: 3 clusters Score -8678225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (30800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Entering Unmasked Estep 
Score: -5726062.000000 Penalty: 2563.146973
	Iteration 0F: 2 clusters Score -5726062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -5705244.000000 Penalty: 5126.293945
	Iteration 0F: 3 clusters Score -5705244 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -5712791.000000 Penalty: 5126.293945
	Iteration 1F: 3 clusters Score -5712791 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -5713238.000000 Penalty: 5126.293945
	Iteration 2Q: 3 clusters Score -5713238 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5713705.000000 Penalty: 5126.293945
	Iteration 3Q: 3 clusters Score -5713705 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5714203.500000 Penalty: 5126.293945
	Iteration 4Q: 3 clusters Score -5714204 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -5714931.500000 Penalty: 5126.293945
	Iteration 5Q: 3 clusters Score -5714932 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -5715995.500000 Penalty: 5126.293945
	Iteration 6F: 3 clusters Score -5715996 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5717477.000000 Penalty: 5126.293945
	Iteration 7F: 3 clusters Score -5717477 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5719239.500000 Penalty: 5126.293945
	Iteration 8F: 3 clusters Score -5719240 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5720944.000000 Penalty: 5126.293945
	Iteration 9F: 3 clusters Score -5720944 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5722150.000000 Penalty: 5126.293945
	Iteration 10Q: 3 clusters Score -5722150 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5722942.000000 Penalty: 5126.293945
	Iteration 11Q: 3 clusters Score -5722942 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5723338.500000 Penalty: 5126.293945
	Iteration 12Q: 3 clusters Score -5723338 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5723542.500000 Penalty: 5126.293945
	Iteration 13Q: 3 clusters Score -5723542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5723646.000000 Penalty: 5126.293945
	Iteration 14Q: 3 clusters Score -5723646 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5723722.500000 Penalty: 5126.293945
	Iteration 15Q: 3 clusters Score -5723722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5723770.500000 Penalty: 5126.293945
	Iteration 16Q: 3 clusters Score -5723770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5723806.000000 Penalty: 5126.293945
	Iteration 17Q: 3 clusters Score -5723806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5723840.000000 Penalty: 5126.293945
	Iteration 18Q: 3 clusters Score -5723840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5723850.000000 Penalty: 5126.293945
	Iteration 19Q: 3 clusters Score -5723850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5723861.500000 Penalty: 5126.293945
	Iteration 20F: 3 clusters Score -5723862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5723868.000000 Penalty: 5126.293945
	Iteration 21Q: 3 clusters Score -5723868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5723870.500000 Penalty: 5126.293945
	Iteration 22Q: 3 clusters Score -5723870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5723888.000000 Penalty: 5126.293945
	Iteration 23Q: 3 clusters Score -5723888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5723892.000000 Penalty: 5126.293945
	Iteration 24Q: 3 clusters Score -5723892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5723896.500000 Penalty: 5126.293945
	Iteration 25Q: 3 clusters Score -5723896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5723893.500000 Penalty: 5126.293945
	Iteration 26Q: 3 clusters Score -5723894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5723891.000000 Penalty: 5126.293945
	Iteration 27Q: 3 clusters Score -5723891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5723897.000000 Penalty: 5126.293945
	Iteration 28Q: 3 clusters Score -5723897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5723896.500000 Penalty: 5126.293945
	Iteration 29Q: 3 clusters Score -5723896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5723896.500000 Penalty: 5126.293945
	Iteration 30F: 3 clusters Score -5723896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Entering Unmasked Estep 
Score: -8483655.000000 Penalty: 2659.140625
	Iteration 0F: 2 clusters Score -8483655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8453665.000000 Penalty: 5318.281250
	Iteration 0F: 3 clusters Score -8453665 nChanged 20906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -8465301.000000 Penalty: 5318.281250
	Iteration 1F: 3 clusters Score -8465301 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -8466170.000000 Penalty: 5318.281250
	Iteration 2Q: 3 clusters Score -8466170 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -8467363.000000 Penalty: 5318.281250
	Iteration 3F: 3 clusters Score -8467363 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -8469000.000000 Penalty: 5318.281250
	Iteration 4F: 3 clusters Score -8469000 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -8471379.000000 Penalty: 5318.281250
	Iteration 5F: 3 clusters Score -8471379 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8474262.000000 Penalty: 5318.281250
	Iteration 6F: 3 clusters Score -8474262 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8477202.000000 Penalty: 5318.281250
	Iteration 7F: 3 clusters Score -8477202 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -8479451.000000 Penalty: 5318.281250
	Iteration 8F: 3 clusters Score -8479451 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8480735.000000 Penalty: 5318.281250
	Iteration 9Q: 3 clusters Score -8480735 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8481473.000000 Penalty: 5318.281250
	Iteration 10Q: 3 clusters Score -8481473 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8481866.000000 Penalty: 5318.281250
	Iteration 11Q: 3 clusters Score -8481866 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8482043.000000 Penalty: 5318.281250
	Iteration 12Q: 3 clusters Score -8482043 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8482139.000000 Penalty: 5318.281250
	Iteration 13Q: 3 clusters Score -8482139 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8482178.000000 Penalty: 5318.281250
	Iteration 14Q: 3 clusters Score -8482178 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8482217.000000 Penalty: 5318.281250
	Iteration 15Q: 3 clusters Score -8482217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8482236.000000 Penalty: 5318.281250
	Iteration 16Q: 3 clusters Score -8482236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8482250.000000 Penalty: 5318.281250
	Iteration 17Q: 3 clusters Score -8482250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8482249.000000 Penalty: 5318.281250
	Iteration 18Q: 3 clusters Score -8482249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8482245.000000 Penalty: 5318.281250
	Iteration 19Q: 3 clusters Score -8482245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8482249.000000 Penalty: 5318.281250
	Iteration 20F: 3 clusters Score -8482249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8482246.000000 Penalty: 5318.281250
	Iteration 21Q: 3 clusters Score -8482246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8482247.000000 Penalty: 5318.281250
	Iteration 22Q: 3 clusters Score -8482247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8482248.000000 Penalty: 5318.281250
	Iteration 23Q: 3 clusters Score -8482248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8482261.000000 Penalty: 5318.281250
	Iteration 24Q: 3 clusters Score -8482261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8482257.000000 Penalty: 5318.281250
	Iteration 25Q: 3 clusters Score -8482257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8482252.000000 Penalty: 5318.281250
	Iteration 26Q: 3 clusters Score -8482252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8482257.000000 Penalty: 5318.281250
	Iteration 27Q: 3 clusters Score -8482257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8482256.000000 Penalty: 5318.281250
	Iteration 28Q: 3 clusters Score -8482256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8482255.000000 Penalty: 5318.281250
	Iteration 29Q: 3 clusters Score -8482255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8482256.000000 Penalty: 5318.281250
	Iteration 30Q: 3 clusters Score -8482256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8482258.000000 Penalty: 5318.281250
	Iteration 31Q: 3 clusters Score -8482258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8482255.000000 Penalty: 5318.281250
	Iteration 32Q: 3 clusters Score -8482255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8482255.000000 Penalty: 5318.281250
	Iteration 33Q: 3 clusters Score -8482255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8482255.000000 Penalty: 5318.281250
	Iteration 34F: 3 clusters Score -8482255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -98518.742188 Penalty: 1569.328247
	Iteration 0F: 2 clusters Score -98518.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96936.757812 Penalty: 3138.656494
	Iteration 0F: 3 clusters Score -96936.76 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97190.687500 Penalty: 3138.656494
	Iteration 1F: 3 clusters Score -97190.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97312.937500 Penalty: 3138.656494
	Iteration 2F: 3 clusters Score -97312.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97362.679688 Penalty: 3138.656494
	Iteration 3Q: 3 clusters Score -97362.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97376.250000 Penalty: 3138.656494
	Iteration 4Q: 3 clusters Score -97376.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -97386.906250 Penalty: 3138.656494
	Iteration 5Q: 3 clusters Score -97386.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -97395.289062 Penalty: 3138.656494
	Iteration 6Q: 3 clusters Score -97395.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -97401.445312 Penalty: 3138.656494
	Iteration 7Q: 3 clusters Score -97401.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -97407.328125 Penalty: 3138.656494
	Iteration 8Q: 3 clusters Score -97407.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97415.343750 Penalty: 3138.656494
	Iteration 9Q: 3 clusters Score -97415.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97416.734375 Penalty: 3138.656494
	Iteration 10Q: 3 clusters Score -97416.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -97416.734375 Penalty: 3138.656494
	Iteration 11F: 3 clusters Score -97416.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Entering Unmasked Estep 
Score: -9399422.000000 Penalty: 2682.056885
	Iteration 0F: 2 clusters Score -9399422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -9369611.000000 Penalty: 5364.113770
	Iteration 0F: 3 clusters Score -9369611 nChanged 22945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -9382237.000000 Penalty: 5364.113770
	Iteration 1F: 3 clusters Score -9382237 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -9382855.000000 Penalty: 5364.113770
	Iteration 2Q: 3 clusters Score -9382855 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -9383387.000000 Penalty: 5364.113770
	Iteration 3Q: 3 clusters Score -9383387 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -9384072.000000 Penalty: 5364.113770
	Iteration 4Q: 3 clusters Score -9384072 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -9384896.000000 Penalty: 5364.113770
	Iteration 5Q: 3 clusters Score -9384896 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -9385902.000000 Penalty: 5364.113770
	Iteration 6Q: 3 clusters Score -9385902 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -9387119.000000 Penalty: 5364.113770
	Iteration 7Q: 3 clusters Score -9387119 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -9388737.000000 Penalty: 5364.113770
	Iteration 8F: 3 clusters Score -9388737 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -9390598.000000 Penalty: 5364.113770
	Iteration 9F: 3 clusters Score -9390598 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -9392268.000000 Penalty: 5364.113770
	Iteration 10F: 3 clusters Score -9392268 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -9393379.000000 Penalty: 5364.113770
	Iteration 11Q: 3 clusters Score -9393379 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -9394155.000000 Penalty: 5364.113770
	Iteration 12Q: 3 clusters Score -9394155 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36928 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -9394606.000000 Penalty: 5364.113770
	Iteration 13Q: 3 clusters Score -9394606 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -9395001.000000 Penalty: 5364.113770
	Iteration 14Q: 3 clusters Score -9395001 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -9395368.000000 Penalty: 5364.113770
	Iteration 15Q: 3 clusters Score -9395368 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -9395740.000000 Penalty: 5364.113770
	Iteration 16Q: 3 clusters Score -9395740 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -9396139.000000 Penalty: 5364.113770
	Iteration 17Q: 3 clusters Score -9396139 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -9396463.000000 Penalty: 5364.113770
	Iteration 18Q: 3 clusters Score -9396463 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -9396739.000000 Penalty: 5364.113770
	Iteration 19Q: 3 clusters Score -9396739 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -9397028.000000 Penalty: 5364.113770
	Iteration 20F: 3 clusters Score -9397028 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -9397253.000000 Penalty: 5364.113770
	Iteration 21Q: 3 clusters Score -9397253 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -9397399.000000 Penalty: 5364.113770
	Iteration 22Q: 3 clusters Score -9397399 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9397544.000000 Penalty: 5364.113770
	Iteration 23Q: 3 clusters Score -9397544 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -9397597.000000 Penalty: 5364.113770
	Iteration 24Q: 3 clusters Score -9397597 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9397569.000000 Penalty: 5364.113770
	Iteration 25Q: 3 clusters Score -9397569 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9397444.000000 Penalty: 5364.113770
	Iteration 26Q: 3 clusters Score -9397444 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9397392.000000 Penalty: 5364.113770
	Iteration 27Q: 3 clusters Score -9397392 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9397344.000000 Penalty: 5364.113770
	Iteration 28Q: 3 clusters Score -9397344 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9397322.000000 Penalty: 5364.113770
	Iteration 29Q: 3 clusters Score -9397322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9397315.000000 Penalty: 5364.113770
	Iteration 30Q: 3 clusters Score -9397315 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9397317.000000 Penalty: 5364.113770
	Iteration 31Q: 3 clusters Score -9397317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9397318.000000 Penalty: 5364.113770
	Iteration 32Q: 3 clusters Score -9397318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9397316.000000 Penalty: 5364.113770
	Iteration 33Q: 3 clusters Score -9397316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9397328.000000 Penalty: 5364.113770
	Iteration 34Q: 3 clusters Score -9397328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9397336.000000 Penalty: 5364.113770
	Iteration 35Q: 3 clusters Score -9397336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9397335.000000 Penalty: 5364.113770
	Iteration 36Q: 3 clusters Score -9397335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9397327.000000 Penalty: 5364.113770
	Iteration 37Q: 3 clusters Score -9397327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9397331.000000 Penalty: 5364.113770
	Iteration 38Q: 3 clusters Score -9397331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9397322.000000 Penalty: 5364.113770
	Iteration 39Q: 3 clusters Score -9397322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9397325.000000 Penalty: 5364.113770
	Iteration 40F: 3 clusters Score -9397325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9397319.000000 Penalty: 5364.113770
	Iteration 41Q: 3 clusters Score -9397319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9397327.000000 Penalty: 5364.113770
	Iteration 42Q: 3 clusters Score -9397327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9397326.000000 Penalty: 5364.113770
	Iteration 43Q: 3 clusters Score -9397326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9397325.000000 Penalty: 5364.113770
	Iteration 44Q: 3 clusters Score -9397325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9397332.000000 Penalty: 5364.113770
	Iteration 45Q: 3 clusters Score -9397332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9397335.000000 Penalty: 5364.113770
	Iteration 46Q: 3 clusters Score -9397335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 5364.113770
	Iteration 47Q: 3 clusters Score -9397346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9397338.000000 Penalty: 5364.113770
	Iteration 48Q: 3 clusters Score -9397338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9397351.000000 Penalty: 5364.113770
	Iteration 49Q: 3 clusters Score -9397351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9397353.000000 Penalty: 5364.113770
	Iteration 50Q: 3 clusters Score -9397353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9397356.000000 Penalty: 5364.113770
	Iteration 51Q: 3 clusters Score -9397356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9397356.000000 Penalty: 5364.113770
	Iteration 52F: 3 clusters Score -9397356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Entering Unmasked Estep 
Score: -7194582.000000 Penalty: 2618.312500
	Iteration 0F: 2 clusters Score -7194582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -7168599.000000 Penalty: 5236.625000
	Iteration 0F: 3 clusters Score -7168599 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -7178035.500000 Penalty: 5236.625000
	Iteration 1F: 3 clusters Score -7178036 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -7178454.500000 Penalty: 5236.625000
	Iteration 2Q: 3 clusters Score -7178454 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7178904.500000 Penalty: 5236.625000
	Iteration 3Q: 3 clusters Score -7178904 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -7179378.000000 Penalty: 5236.625000
	Iteration 4Q: 3 clusters Score -7179378 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7180035.000000 Penalty: 5236.625000
	Iteration 5Q: 3 clusters Score -7180035 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -7180908.500000 Penalty: 5236.625000
	Iteration 6Q: 3 clusters Score -7180908 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -7182173.000000 Penalty: 5236.625000
	Iteration 7F: 3 clusters Score -7182173 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -7183909.000000 Penalty: 5236.625000
	Iteration 8F: 3 clusters Score -7183909 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -7186217.500000 Penalty: 5236.625000
	Iteration 9F: 3 clusters Score -7186218 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -7188571.000000 Penalty: 5236.625000
	Iteration 10F: 3 clusters Score -7188571 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7190418.500000 Penalty: 5236.625000
	Iteration 11F: 3 clusters Score -7190418 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -7191326.000000 Penalty: 5236.625000
	Iteration 12Q: 3 clusters Score -7191326 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7191686.500000 Penalty: 5236.625000
	Iteration 13Q: 3 clusters Score -7191686 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -7191916.000000 Penalty: 5236.625000
	Iteration 14Q: 3 clusters Score -7191916 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7192053.000000 Penalty: 5236.625000
	Iteration 15Q: 3 clusters Score -7192053 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7192158.500000 Penalty: 5236.625000
	Iteration 16Q: 3 clusters Score -7192158 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -7192207.000000 Penalty: 5236.625000
	Iteration 17Q: 3 clusters Score -7192207 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -7192267.500000 Penalty: 5236.625000
	Iteration 18Q: 3 clusters Score -7192268 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7192330.000000 Penalty: 5236.625000
	Iteration 19Q: 3 clusters Score -7192330 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -7192380.500000 Penalty: 5236.625000
	Iteration 20F: 3 clusters Score -7192380 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -7192410.000000 Penalty: 5236.625000
	Iteration 21Q: 3 clusters Score -7192410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -7192465.000000 Penalty: 5236.625000
	Iteration 22Q: 3 clusters Score -7192465 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -7192501.000000 Penalty: 5236.625000
	Iteration 23Q: 3 clusters Score -7192501 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -7192510.500000 Penalty: 5236.625000
	Iteration 24Q: 3 clusters Score -7192510 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7192558.000000 Penalty: 5236.625000
	Iteration 25Q: 3 clusters Score -7192558 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -7192545.500000 Penalty: 5236.625000
	Iteration 26Q: 3 clusters Score -7192546 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -7192563.000000 Penalty: 5236.625000
	Iteration 27Q: 3 clusters Score -7192563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7192576.500000 Penalty: 5236.625000
	Iteration 28Q: 3 clusters Score -7192576 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7192623.500000 Penalty: 5236.625000
	Iteration 29Q: 3 clusters Score -7192624 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -7192637.500000 Penalty: 5236.625000
	Iteration 30Q: 3 clusters Score -7192638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -7192653.000000 Penalty: 5236.625000
	Iteration 31Q: 3 clusters Score -7192653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -7192654.500000 Penalty: 5236.625000
	Iteration 32Q: 3 clusters Score -7192654 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -7192635.000000 Penalty: 5236.625000
	Iteration 33Q: 3 clusters Score -7192635 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7192641.000000 Penalty: 5236.625000
	Iteration 34Q: 3 clusters Score -7192641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7192639.000000 Penalty: 5236.625000
	Iteration 35Q: 3 clusters Score -7192639 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -7192654.000000 Penalty: 5236.625000
	Iteration 36Q: 3 clusters Score -7192654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -7192675.500000 Penalty: 5236.625000
	Iteration 37Q: 3 clusters Score -7192676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -7192685.000000 Penalty: 5236.625000
	Iteration 38Q: 3 clusters Score -7192685 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7192711.500000 Penalty: 5236.625000
	Iteration 39Q: 3 clusters Score -7192712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -7192711.500000 Penalty: 5236.625000
	Iteration 40F: 3 clusters Score -7192712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -7192721.500000 Penalty: 5236.625000
	Iteration 41Q: 3 clusters Score -7192722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7192735.500000 Penalty: 5236.625000
	Iteration 42Q: 3 clusters Score -7192736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7192735.000000 Penalty: 5236.625000
	Iteration 43Q: 3 clusters Score -7192735 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -7192737.000000 Penalty: 5236.625000
	Iteration 44Q: 3 clusters Score -7192737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -7192735.500000 Penalty: 5236.625000
	Iteration 45Q: 3 clusters Score -7192736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -7192743.000000 Penalty: 5236.625000
	Iteration 46Q: 3 clusters Score -7192743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -7192746.000000 Penalty: 5236.625000
	Iteration 47Q: 3 clusters Score -7192746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7192749.000000 Penalty: 5236.625000
	Iteration 48Q: 3 clusters Score -7192749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7192748.500000 Penalty: 5236.625000
	Iteration 49Q: 3 clusters Score -7192748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -7192742.500000 Penalty: 5236.625000
	Iteration 50Q: 3 clusters Score -7192742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7192753.000000 Penalty: 5236.625000
	Iteration 51Q: 3 clusters Score -7192753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7192749.500000 Penalty: 5236.625000
	Iteration 52Q: 3 clusters Score -7192750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -7192755.500000 Penalty: 5236.625000
	Iteration 53Q: 3 clusters Score -7192756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7192751.000000 Penalty: 5236.625000
	Iteration 54Q: 3 clusters Score -7192751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7192747.500000 Penalty: 5236.625000
	Iteration 55Q: 3 clusters Score -7192748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7192752.500000 Penalty: 5236.625000
	Iteration 56Q: 3 clusters Score -7192752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7192748.500000 Penalty: 5236.625000
	Iteration 57Q: 3 clusters Score -7192748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7192744.500000 Penalty: 5236.625000
	Iteration 58Q: 3 clusters Score -7192744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7192751.500000 Penalty: 5236.625000
	Iteration 59Q: 3 clusters Score -7192752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7192759.500000 Penalty: 5236.625000
	Iteration 60F: 3 clusters Score -7192760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -7192778.500000 Penalty: 5236.625000
	Iteration 61Q: 3 clusters Score -7192778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -7192795.000000 Penalty: 5236.625000
	Iteration 62Q: 3 clusters Score -7192795 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -7192779.500000 Penalty: 5236.625000
	Iteration 63Q: 3 clusters Score -7192780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -7192781.500000 Penalty: 5236.625000
	Iteration 64Q: 3 clusters Score -7192782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -7192792.500000 Penalty: 5236.625000
	Iteration 65Q: 3 clusters Score -7192792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7192779.000000 Penalty: 5236.625000
	Iteration 66Q: 3 clusters Score -7192779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -7192785.500000 Penalty: 5236.625000
	Iteration 67Q: 3 clusters Score -7192786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7192786.000000 Penalty: 5236.625000
	Iteration 68Q: 3 clusters Score -7192786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7192791.000000 Penalty: 5236.625000
	Iteration 69Q: 3 clusters Score -7192791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -7192794.000000 Penalty: 5236.625000
	Iteration 70Q: 3 clusters Score -7192794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7192791.500000 Penalty: 5236.625000
	Iteration 71Q: 3 clusters Score -7192792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7192793.500000 Penalty: 5236.625000
	Iteration 72Q: 3 clusters Score -7192794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -7192793.000000 Penalty: 5236.625000
	Iteration 73Q: 3 clusters Score -7192793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -7192783.500000 Penalty: 5236.625000
	Iteration 74Q: 3 clusters Score -7192784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -7192793.500000 Penalty: 5236.625000
	Iteration 75Q: 3 clusters Score -7192794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -7192790.500000 Penalty: 5236.625000
	Iteration 76Q: 3 clusters Score -7192790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7192792.000000 Penalty: 5236.625000
	Iteration 77Q: 3 clusters Score -7192792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -7192798.000000 Penalty: 5236.625000
	Iteration 78Q: 3 clusters Score -7192798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -7192778.500000 Penalty: 5236.625000
	Iteration 79Q: 3 clusters Score -7192778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -7192786.000000 Penalty: 5236.625000
	Iteration 80F: 3 clusters Score -7192786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -7192787.500000 Penalty: 5236.625000
	Iteration 81Q: 3 clusters Score -7192788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7192786.500000 Penalty: 5236.625000
	Iteration 82Q: 3 clusters Score -7192786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7192791.000000 Penalty: 5236.625000
	Iteration 83Q: 3 clusters Score -7192791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7192790.500000 Penalty: 5236.625000
	Iteration 84Q: 3 clusters Score -7192790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -7192787.500000 Penalty: 5236.625000
	Iteration 85Q: 3 clusters Score -7192788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -7192787.000000 Penalty: 5236.625000
	Iteration 86Q: 3 clusters Score -7192787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -7192792.500000 Penalty: 5236.625000
	Iteration 87Q: 3 clusters Score -7192792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -7192794.500000 Penalty: 5236.625000
	Iteration 88Q: 3 clusters Score -7192794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7192810.000000 Penalty: 5236.625000
	Iteration 89Q: 3 clusters Score -7192810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -7192806.500000 Penalty: 5236.625000
	Iteration 90Q: 3 clusters Score -7192806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7192814.000000 Penalty: 5236.625000
	Iteration 91Q: 3 clusters Score -7192814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7192814.000000 Penalty: 5236.625000
	Iteration 92Q: 3 clusters Score -7192814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -7192809.500000 Penalty: 5236.625000
	Iteration 93Q: 3 clusters Score -7192810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -7192809.000000 Penalty: 5236.625000
	Iteration 94Q: 3 clusters Score -7192809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7192809.000000 Penalty: 5236.625000
	Iteration 95Q: 3 clusters Score -7192809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -7192807.500000 Penalty: 5236.625000
	Iteration 96Q: 3 clusters Score -7192808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -7192813.500000 Penalty: 5236.625000
	Iteration 97Q: 3 clusters Score -7192814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -7192817.000000 Penalty: 5236.625000
	Iteration 98Q: 3 clusters Score -7192817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -7192816.000000 Penalty: 5236.625000
	Iteration 99Q: 3 clusters Score -7192816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7192820.000000 Penalty: 5236.625000
	Iteration 100F: 3 clusters Score -7192820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7192822.000000 Penalty: 5236.625000
	Iteration 101Q: 3 clusters Score -7192822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -7192830.000000 Penalty: 5236.625000
	Iteration 102Q: 3 clusters Score -7192830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -7192823.000000 Penalty: 5236.625000
	Iteration 103Q: 3 clusters Score -7192823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -7192819.500000 Penalty: 5236.625000
	Iteration 104Q: 3 clusters Score -7192820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -7192823.500000 Penalty: 5236.625000
	Iteration 105Q: 3 clusters Score -7192824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7192824.000000 Penalty: 5236.625000
	Iteration 106Q: 3 clusters Score -7192824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7192824.000000 Penalty: 5236.625000
	Iteration 107F: 3 clusters Score -7192824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -123288.796875 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123288.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -123961.234375 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123961.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124340.031250 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -124340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -124604.695312 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124604.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124762.960938 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -124910.687500 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124910.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -124990.078125 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124990.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -125033.945312 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -125033.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -125066.406250 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -125066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -125081.226562 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -125081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125083.195312 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -125083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125085.054688 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -125085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -125085.054688 Penalty: 3355.459229
	Iteration 12F: 3 clusters Score -125085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 43139 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 51185 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44574 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 27448 members 
Mstep: Class 18 contains 45948 members 
Mstep: Class 19 contains 30800 members 
Mstep: Class 20 contains 45358 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49749 members 
Mstep: Class 23 contains 38473 members 
Mstep: Class 24 contains 495 members 
Mstep: Class 25 contains 48134 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 54916 members 
Mstep: Class 28 contains 2630 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 47215 members 
Mstep: Class 31 contains 33508 members 
Mstep: Class 32 contains 372 members 
Entering Unmasked Estep 
Score: -137148208.000000 Penalty: 107320.632812
Splitting cluster 24 changes total score from -137150160.000000 to -137148208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (48134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Entering Unmasked Estep 
Score: -9014204.000000 Penalty: 2673.872559
	Iteration 0F: 2 clusters Score -9014204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -8983815.000000 Penalty: 5347.745117
	Iteration 0F: 3 clusters Score -8983815 nChanged 22059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8995732.000000 Penalty: 5347.745117
	Iteration 1F: 3 clusters Score -8995732 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -8996207.000000 Penalty: 5347.745117
	Iteration 2Q: 3 clusters Score -8996207 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8996638.000000 Penalty: 5347.745117
	Iteration 3Q: 3 clusters Score -8996638 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -8997072.000000 Penalty: 5347.745117
	Iteration 4Q: 3 clusters Score -8997072 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -8997478.000000 Penalty: 5347.745117
	Iteration 5Q: 3 clusters Score -8997478 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -8998085.000000 Penalty: 5347.745117
	Iteration 6Q: 3 clusters Score -8998085 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -8998913.000000 Penalty: 5347.745117
	Iteration 7Q: 3 clusters Score -8998913 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -9000137.000000 Penalty: 5347.745117
	Iteration 8F: 3 clusters Score -9000137 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -9002011.000000 Penalty: 5347.745117
	Iteration 9F: 3 clusters Score -9002011 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -9004622.000000 Penalty: 5347.745117
	Iteration 10F: 3 clusters Score -9004622 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -9007499.000000 Penalty: 5347.745117
	Iteration 11F: 3 clusters Score -9007499 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9009828.000000 Penalty: 5347.745117
	Iteration 12F: 3 clusters Score -9009828 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9011063.000000 Penalty: 5347.745117
	Iteration 13Q: 3 clusters Score -9011063 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9011561.000000 Penalty: 5347.745117
	Iteration 14Q: 3 clusters Score -9011561 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9011726.000000 Penalty: 5347.745117
	Iteration 15Q: 3 clusters Score -9011726 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9011821.000000 Penalty: 5347.745117
	Iteration 16Q: 3 clusters Score -9011821 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9011876.000000 Penalty: 5347.745117
	Iteration 17Q: 3 clusters Score -9011876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9011911.000000 Penalty: 5347.745117
	Iteration 18Q: 3 clusters Score -9011911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9011926.000000 Penalty: 5347.745117
	Iteration 19Q: 3 clusters Score -9011926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9011939.000000 Penalty: 5347.745117
	Iteration 20F: 3 clusters Score -9011939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9011950.000000 Penalty: 5347.745117
	Iteration 21Q: 3 clusters Score -9011950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9011950.000000 Penalty: 5347.745117
	Iteration 22Q: 3 clusters Score -9011950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9011941.000000 Penalty: 5347.745117
	Iteration 23Q: 3 clusters Score -9011941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9011941.000000 Penalty: 5347.745117
	Iteration 24F: 3 clusters Score -9011941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -350757.781250 Penalty: 1887.122925
	Iteration 0F: 2 clusters Score -350757.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -348114.406250 Penalty: 3774.245850
	Iteration 0F: 3 clusters Score -348114.4 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -348647.812500 Penalty: 3774.245850
	Iteration 1F: 3 clusters Score -348647.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -348795.281250 Penalty: 3774.245850
	Iteration 2F: 3 clusters Score -348795.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -348893.187500 Penalty: 3774.245850
	Iteration 3Q: 3 clusters Score -348893.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -348958.843750 Penalty: 3774.245850
	Iteration 4Q: 3 clusters Score -348958.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -349022.187500 Penalty: 3774.245850
	Iteration 5Q: 3 clusters Score -349022.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -349072.843750 Penalty: 3774.245850
	Iteration 6Q: 3 clusters Score -349072.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -349110.343750 Penalty: 3774.245850
	Iteration 7Q: 3 clusters Score -349110.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -349143.312500 Penalty: 3774.245850
	Iteration 8Q: 3 clusters Score -349143.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -349162.625000 Penalty: 3774.245850
	Iteration 9Q: 3 clusters Score -349162.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -349171.406250 Penalty: 3774.245850
	Iteration 10Q: 3 clusters Score -349171.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -349179.500000 Penalty: 3774.245850
	Iteration 11Q: 3 clusters Score -349179.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -349188.687500 Penalty: 3774.245850
	Iteration 12Q: 3 clusters Score -349188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -349195.531250 Penalty: 3774.245850
	Iteration 13Q: 3 clusters Score -349195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349203.937500 Penalty: 3774.245850
	Iteration 14Q: 3 clusters Score -349203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -349210.500000 Penalty: 3774.245850
	Iteration 15Q: 3 clusters Score -349210.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -349217.656250 Penalty: 3774.245850
	Iteration 16Q: 3 clusters Score -349217.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -349225.406250 Penalty: 3774.245850
	Iteration 17Q: 3 clusters Score -349225.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349234.250000 Penalty: 3774.245850
	Iteration 18Q: 3 clusters Score -349234.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349241.625000 Penalty: 3774.245850
	Iteration 19Q: 3 clusters Score -349241.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349247.843750 Penalty: 3774.245850
	Iteration 20F: 3 clusters Score -349247.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -349252.593750 Penalty: 3774.245850
	Iteration 21Q: 3 clusters Score -349252.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -349253.875000 Penalty: 3774.245850
	Iteration 22Q: 3 clusters Score -349253.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -349254.093750 Penalty: 3774.245850
	Iteration 23Q: 3 clusters Score -349254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349255.375000 Penalty: 3774.245850
	Iteration 24Q: 3 clusters Score -349255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -349256.437500 Penalty: 3774.245850
	Iteration 25Q: 3 clusters Score -349256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349256.406250 Penalty: 3774.245850
	Iteration 26Q: 3 clusters Score -349256.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -349256.406250 Penalty: 3774.245850
	Iteration 27F: 3 clusters Score -349256.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Entering Unmasked Estep 
Score: -10320857.000000 Penalty: 2706.562744
	Iteration 0F: 2 clusters Score -1.032086e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -10290435.000000 Penalty: 5413.125488
	Iteration 0F: 3 clusters Score -1.029044e+07 nChanged 25475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -10304431.000000 Penalty: 5413.125488
	Iteration 1F: 3 clusters Score -1.030443e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -10304944.000000 Penalty: 5413.125488
	Iteration 2Q: 3 clusters Score -1.030494e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -10305558.000000 Penalty: 5413.125488
	Iteration 3Q: 3 clusters Score -1.030556e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -10306350.000000 Penalty: 5413.125488
	Iteration 4Q: 3 clusters Score -1.030635e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -10307469.000000 Penalty: 5413.125488
	Iteration 5Q: 3 clusters Score -1.030747e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -10309164.000000 Penalty: 5413.125488
	Iteration 6F: 3 clusters Score -1.030916e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -10311594.000000 Penalty: 5413.125488
	Iteration 7F: 3 clusters Score -1.031159e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -10314375.000000 Penalty: 5413.125488
	Iteration 8F: 3 clusters Score -1.031438e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -10316956.000000 Penalty: 5413.125488
	Iteration 9F: 3 clusters Score -1.031696e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 49795 members 
Entering Unmasked Estep 
Score: -10318421.000000 Penalty: 5413.125488
	Iteration 10F: 3 clusters Score -1.031842e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -10318841.000000 Penalty: 5413.125488
	Iteration 11Q: 3 clusters Score -1.031884e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53588 members 
Entering Unmasked Estep 
Score: -10318712.000000 Penalty: 5413.125488
	Iteration 12Q: 3 clusters Score -1.031871e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 54200 members 
Entering Unmasked Estep 
Score: -10318608.000000 Penalty: 5413.125488
	Iteration 13Q: 3 clusters Score -1.031861e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -10318593.000000 Penalty: 5413.125488
	Iteration 14Q: 3 clusters Score -1.031859e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 54549 members 
Entering Unmasked Estep 
Score: -10318640.000000 Penalty: 5413.125488
	Iteration 15Q: 3 clusters Score -1.031864e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -10318644.000000 Penalty: 5413.125488
	Iteration 16Q: 3 clusters Score -1.031864e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -10318642.000000 Penalty: 5413.125488
	Iteration 17Q: 3 clusters Score -1.031864e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -10318671.000000 Penalty: 5413.125488
	Iteration 18Q: 3 clusters Score -1.031867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -10318678.000000 Penalty: 5413.125488
	Iteration 19Q: 3 clusters Score -1.031868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -10318673.000000 Penalty: 5413.125488
	Iteration 20F: 3 clusters Score -1.031867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -10318681.000000 Penalty: 5413.125488
	Iteration 21Q: 3 clusters Score -1.031868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -10318673.000000 Penalty: 5413.125488
	Iteration 22Q: 3 clusters Score -1.031867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -10318682.000000 Penalty: 5413.125488
	Iteration 23Q: 3 clusters Score -1.031868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -10318692.000000 Penalty: 5413.125488
	Iteration 24Q: 3 clusters Score -1.031869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -10318697.000000 Penalty: 5413.125488
	Iteration 25Q: 3 clusters Score -1.03187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -10318695.000000 Penalty: 5413.125488
	Iteration 26Q: 3 clusters Score -1.03187e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -10318693.000000 Penalty: 5413.125488
	Iteration 27Q: 3 clusters Score -1.031869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -10318693.000000 Penalty: 5413.125488
	Iteration 28F: 3 clusters Score -1.031869e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Entering Unmasked Estep 
Score: -493522.187500 Penalty: 1952.935303
	Iteration 0F: 2 clusters Score -493522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -490421.406250 Penalty: 3905.870605
	Iteration 0F: 3 clusters Score -490421.4 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -491009.781250 Penalty: 3905.870605
	Iteration 1F: 3 clusters Score -491009.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -491142.281250 Penalty: 3905.870605
	Iteration 2F: 3 clusters Score -491142.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -491216.875000 Penalty: 3905.870605
	Iteration 3Q: 3 clusters Score -491216.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -491269.562500 Penalty: 3905.870605
	Iteration 4Q: 3 clusters Score -491269.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -491316.812500 Penalty: 3905.870605
	Iteration 5Q: 3 clusters Score -491316.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -491347.562500 Penalty: 3905.870605
	Iteration 6Q: 3 clusters Score -491347.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -491370.218750 Penalty: 3905.870605
	Iteration 7Q: 3 clusters Score -491370.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -491394.375000 Penalty: 3905.870605
	Iteration 8Q: 3 clusters Score -491394.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -491419.968750 Penalty: 3905.870605
	Iteration 9Q: 3 clusters Score -491420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -491444.093750 Penalty: 3905.870605
	Iteration 10Q: 3 clusters Score -491444.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -491468.625000 Penalty: 3905.870605
	Iteration 11Q: 3 clusters Score -491468.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -491495.750000 Penalty: 3905.870605
	Iteration 12Q: 3 clusters Score -491495.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -491525.593750 Penalty: 3905.870605
	Iteration 13Q: 3 clusters Score -491525.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -491555.406250 Penalty: 3905.870605
	Iteration 14Q: 3 clusters Score -491555.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -491580.656250 Penalty: 3905.870605
	Iteration 15Q: 3 clusters Score -491580.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -491606.718750 Penalty: 3905.870605
	Iteration 16Q: 3 clusters Score -491606.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -491623.593750 Penalty: 3905.870605
	Iteration 17Q: 3 clusters Score -491623.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -491632.968750 Penalty: 3905.870605
	Iteration 18Q: 3 clusters Score -491633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -491639.531250 Penalty: 3905.870605
	Iteration 19Q: 3 clusters Score -491639.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -491648.562500 Penalty: 3905.870605
	Iteration 20F: 3 clusters Score -491648.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -491654.500000 Penalty: 3905.870605
	Iteration 21Q: 3 clusters Score -491654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -491660.156250 Penalty: 3905.870605
	Iteration 22Q: 3 clusters Score -491660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -491667.343750 Penalty: 3905.870605
	Iteration 23Q: 3 clusters Score -491667.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -491673.093750 Penalty: 3905.870605
	Iteration 24Q: 3 clusters Score -491673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -491675.906250 Penalty: 3905.870605
	Iteration 25Q: 3 clusters Score -491675.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -491680.843750 Penalty: 3905.870605
	Iteration 26Q: 3 clusters Score -491680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -491688.468750 Penalty: 3905.870605
	Iteration 27Q: 3 clusters Score -491688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -491693.750000 Penalty: 3905.870605
	Iteration 28Q: 3 clusters Score -491693.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -491699.156250 Penalty: 3905.870605
	Iteration 29Q: 3 clusters Score -491699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -491701.468750 Penalty: 3905.870605
	Iteration 30Q: 3 clusters Score -491701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -491702.562500 Penalty: 3905.870605
	Iteration 31Q: 3 clusters Score -491702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -491703.625000 Penalty: 3905.870605
	Iteration 32Q: 3 clusters Score -491703.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -491705.437500 Penalty: 3905.870605
	Iteration 33Q: 3 clusters Score -491705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -491706.187500 Penalty: 3905.870605
	Iteration 34Q: 3 clusters Score -491706.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -491707.406250 Penalty: 3905.870605
	Iteration 35Q: 3 clusters Score -491707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -491708.468750 Penalty: 3905.870605
	Iteration 36Q: 3 clusters Score -491708.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -491711.218750 Penalty: 3905.870605
	Iteration 37Q: 3 clusters Score -491711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -491715.875000 Penalty: 3905.870605
	Iteration 38Q: 3 clusters Score -491715.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -491720.312500 Penalty: 3905.870605
	Iteration 39Q: 3 clusters Score -491720.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -491726.000000 Penalty: 3905.870605
	Iteration 40F: 3 clusters Score -491726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -491730.656250 Penalty: 3905.870605
	Iteration 41Q: 3 clusters Score -491730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -491733.031250 Penalty: 3905.870605
	Iteration 42Q: 3 clusters Score -491733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -491735.187500 Penalty: 3905.870605
	Iteration 43Q: 3 clusters Score -491735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -491736.593750 Penalty: 3905.870605
	Iteration 44Q: 3 clusters Score -491736.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -491739.750000 Penalty: 3905.870605
	Iteration 45Q: 3 clusters Score -491739.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -491741.875000 Penalty: 3905.870605
	Iteration 46Q: 3 clusters Score -491741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -491742.125000 Penalty: 3905.870605
	Iteration 47Q: 3 clusters Score -491742.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -491742.125000 Penalty: 3905.870605
	Iteration 48F: 3 clusters Score -491742.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Entering Unmasked Estep 
Score: -313149.218750 Penalty: 1849.343994
	Iteration 0F: 2 clusters Score -313149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -310695.656250 Penalty: 3698.687988
	Iteration 0F: 3 clusters Score -310695.7 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -311102.500000 Penalty: 3698.687988
	Iteration 1F: 3 clusters Score -311102.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -311208.125000 Penalty: 3698.687988
	Iteration 2F: 3 clusters Score -311208.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -311275.625000 Penalty: 3698.687988
	Iteration 3Q: 3 clusters Score -311275.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -311306.437500 Penalty: 3698.687988
	Iteration 4Q: 3 clusters Score -311306.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -311322.625000 Penalty: 3698.687988
	Iteration 5Q: 3 clusters Score -311322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -311337.156250 Penalty: 3698.687988
	Iteration 6Q: 3 clusters Score -311337.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311346.125000 Penalty: 3698.687988
	Iteration 7Q: 3 clusters Score -311346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -311355.843750 Penalty: 3698.687988
	Iteration 8Q: 3 clusters Score -311355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -311362.750000 Penalty: 3698.687988
	Iteration 9Q: 3 clusters Score -311362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311367.468750 Penalty: 3698.687988
	Iteration 10Q: 3 clusters Score -311367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -311374.531250 Penalty: 3698.687988
	Iteration 11Q: 3 clusters Score -311374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311376.843750 Penalty: 3698.687988
	Iteration 12Q: 3 clusters Score -311376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -311378.531250 Penalty: 3698.687988
	Iteration 13Q: 3 clusters Score -311378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -311380.031250 Penalty: 3698.687988
	Iteration 14Q: 3 clusters Score -311380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -311382.718750 Penalty: 3698.687988
	Iteration 15Q: 3 clusters Score -311382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -311386.062500 Penalty: 3698.687988
	Iteration 16Q: 3 clusters Score -311386.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -311388.750000 Penalty: 3698.687988
	Iteration 17Q: 3 clusters Score -311388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -311390.625000 Penalty: 3698.687988
	Iteration 18Q: 3 clusters Score -311390.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -311392.937500 Penalty: 3698.687988
	Iteration 19Q: 3 clusters Score -311392.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -311396.250000 Penalty: 3698.687988
	Iteration 20F: 3 clusters Score -311396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -311399.187500 Penalty: 3698.687988
	Iteration 21Q: 3 clusters Score -311399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -311403.875000 Penalty: 3698.687988
	Iteration 22Q: 3 clusters Score -311403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311409.843750 Penalty: 3698.687988
	Iteration 23Q: 3 clusters Score -311409.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311418.500000 Penalty: 3698.687988
	Iteration 24Q: 3 clusters Score -311418.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311422.937500 Penalty: 3698.687988
	Iteration 25Q: 3 clusters Score -311422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -311429.406250 Penalty: 3698.687988
	Iteration 26Q: 3 clusters Score -311429.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -311432.937500 Penalty: 3698.687988
	Iteration 27Q: 3 clusters Score -311432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -311435.562500 Penalty: 3698.687988
	Iteration 28Q: 3 clusters Score -311435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -311439.156250 Penalty: 3698.687988
	Iteration 29Q: 3 clusters Score -311439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -311440.531250 Penalty: 3698.687988
	Iteration 30Q: 3 clusters Score -311440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -311441.656250 Penalty: 3698.687988
	Iteration 31Q: 3 clusters Score -311441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -311442.750000 Penalty: 3698.687988
	Iteration 32Q: 3 clusters Score -311442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -311443.125000 Penalty: 3698.687988
	Iteration 33Q: 3 clusters Score -311443.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -311443.125000 Penalty: 3698.687988
	Iteration 34F: 3 clusters Score -311443.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Entering Unmasked Estep 
Score: -8861473.000000 Penalty: 2669.091797
	Iteration 0F: 2 clusters Score -8861473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -8830910.000000 Penalty: 5338.183594
	Iteration 0F: 3 clusters Score -8830910 nChanged 21836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8842795.000000 Penalty: 5338.183594
	Iteration 1F: 3 clusters Score -8842795 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -8843211.000000 Penalty: 5338.183594
	Iteration 2Q: 3 clusters Score -8843211 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -8843676.000000 Penalty: 5338.183594
	Iteration 3Q: 3 clusters Score -8843676 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -8844159.000000 Penalty: 5338.183594
	Iteration 4Q: 3 clusters Score -8844159 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8844722.000000 Penalty: 5338.183594
	Iteration 5Q: 3 clusters Score -8844722 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -8845441.000000 Penalty: 5338.183594
	Iteration 6Q: 3 clusters Score -8845441 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -8846383.000000 Penalty: 5338.183594
	Iteration 7Q: 3 clusters Score -8846383 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -8847830.000000 Penalty: 5338.183594
	Iteration 8F: 3 clusters Score -8847830 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -8849996.000000 Penalty: 5338.183594
	Iteration 9F: 3 clusters Score -8849996 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -8852794.000000 Penalty: 5338.183594
	Iteration 10F: 3 clusters Score -8852794 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8855575.000000 Penalty: 5338.183594
	Iteration 11F: 3 clusters Score -8855575 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8857500.000000 Penalty: 5338.183594
	Iteration 12F: 3 clusters Score -8857500 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8858349.000000 Penalty: 5338.183594
	Iteration 13Q: 3 clusters Score -8858349 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8858763.000000 Penalty: 5338.183594
	Iteration 14Q: 3 clusters Score -8858763 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8858909.000000 Penalty: 5338.183594
	Iteration 15Q: 3 clusters Score -8858909 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -8859015.000000 Penalty: 5338.183594
	Iteration 16Q: 3 clusters Score -8859015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -8859060.000000 Penalty: 5338.183594
	Iteration 17Q: 3 clusters Score -8859060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -8859085.000000 Penalty: 5338.183594
	Iteration 18Q: 3 clusters Score -8859085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -8859116.000000 Penalty: 5338.183594
	Iteration 19Q: 3 clusters Score -8859116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -8859123.000000 Penalty: 5338.183594
	Iteration 20F: 3 clusters Score -8859123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8859126.000000 Penalty: 5338.183594
	Iteration 21Q: 3 clusters Score -8859126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8859134.000000 Penalty: 5338.183594
	Iteration 22Q: 3 clusters Score -8859134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8859143.000000 Penalty: 5338.183594
	Iteration 23Q: 3 clusters Score -8859143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8859145.000000 Penalty: 5338.183594
	Iteration 24Q: 3 clusters Score -8859145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8859154.000000 Penalty: 5338.183594
	Iteration 25Q: 3 clusters Score -8859154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -8859146.000000 Penalty: 5338.183594
	Iteration 26Q: 3 clusters Score -8859146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8859148.000000 Penalty: 5338.183594
	Iteration 27Q: 3 clusters Score -8859148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8859148.000000 Penalty: 5338.183594
	Iteration 28Q: 3 clusters Score -8859148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -8859148.000000 Penalty: 5338.183594
	Iteration 29F: 3 clusters Score -8859148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (33508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Entering Unmasked Estep 
Score: -6276831.000000 Penalty: 2584.045898
	Iteration 0F: 2 clusters Score -6276831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -6254224.500000 Penalty: 5168.091797
	Iteration 0F: 3 clusters Score -6254224 nChanged 15088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6262317.500000 Penalty: 5168.091797
	Iteration 1F: 3 clusters Score -6262318 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -6262829.000000 Penalty: 5168.091797
	Iteration 2Q: 3 clusters Score -6262829 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -6263237.000000 Penalty: 5168.091797
	Iteration 3Q: 3 clusters Score -6263237 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -6263721.000000 Penalty: 5168.091797
	Iteration 4Q: 3 clusters Score -6263721 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -6264296.000000 Penalty: 5168.091797
	Iteration 5Q: 3 clusters Score -6264296 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6265098.000000 Penalty: 5168.091797
	Iteration 6Q: 3 clusters Score -6265098 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -6266211.500000 Penalty: 5168.091797
	Iteration 7F: 3 clusters Score -6266212 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -6267719.000000 Penalty: 5168.091797
	Iteration 8F: 3 clusters Score -6267719 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6269484.000000 Penalty: 5168.091797
	Iteration 9F: 3 clusters Score -6269484 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6271062.000000 Penalty: 5168.091797
	Iteration 10F: 3 clusters Score -6271062 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -6272362.000000 Penalty: 5168.091797
	Iteration 11Q: 3 clusters Score -6272362 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6273216.500000 Penalty: 5168.091797
	Iteration 12Q: 3 clusters Score -6273216 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -6273732.000000 Penalty: 5168.091797
	Iteration 13Q: 3 clusters Score -6273732 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -6274039.000000 Penalty: 5168.091797
	Iteration 14Q: 3 clusters Score -6274039 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -6274238.500000 Penalty: 5168.091797
	Iteration 15Q: 3 clusters Score -6274238 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -6274361.500000 Penalty: 5168.091797
	Iteration 16Q: 3 clusters Score -6274362 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -6274441.500000 Penalty: 5168.091797
	Iteration 17Q: 3 clusters Score -6274442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6274489.000000 Penalty: 5168.091797
	Iteration 18Q: 3 clusters Score -6274489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -6274518.500000 Penalty: 5168.091797
	Iteration 19Q: 3 clusters Score -6274518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -6274526.000000 Penalty: 5168.091797
	Iteration 20F: 3 clusters Score -6274526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6274549.500000 Penalty: 5168.091797
	Iteration 21Q: 3 clusters Score -6274550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -6274560.000000 Penalty: 5168.091797
	Iteration 22Q: 3 clusters Score -6274560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -6274557.500000 Penalty: 5168.091797
	Iteration 23Q: 3 clusters Score -6274558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -6274570.000000 Penalty: 5168.091797
	Iteration 24Q: 3 clusters Score -6274570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -6274593.500000 Penalty: 5168.091797
	Iteration 25Q: 3 clusters Score -6274594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6274596.500000 Penalty: 5168.091797
	Iteration 26Q: 3 clusters Score -6274596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -6274600.000000 Penalty: 5168.091797
	Iteration 27Q: 3 clusters Score -6274600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -6274597.500000 Penalty: 5168.091797
	Iteration 28Q: 3 clusters Score -6274598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -6274597.500000 Penalty: 5168.091797
	Iteration 29F: 3 clusters Score -6274598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5951 members 
Mstep: Class 4 contains 43139 members 
Mstep: Class 5 contains 4405 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 45248 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 51185 members 
Mstep: Class 11 contains 7442 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44574 members 
Mstep: Class 14 contains 16258 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 27448 members 
Mstep: Class 18 contains 45948 members 
Mstep: Class 19 contains 30800 members 
Mstep: Class 20 contains 45358 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49749 members 
Mstep: Class 23 contains 38473 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48134 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 54916 members 
Mstep: Class 28 contains 2630 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 47215 members 
Mstep: Class 31 contains 33508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149952.000000 Penalty: 103966.859375
Iteration 239Q: 32 clusters Score -1.3715e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5960 members 
Mstep: Class 4 contains 43107 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 45176 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 46268 members 
Mstep: Class 10 contains 51085 members 
Mstep: Class 11 contains 7411 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44574 members 
Mstep: Class 14 contains 16271 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43108 members 
Mstep: Class 17 contains 27400 members 
Mstep: Class 18 contains 45923 members 
Mstep: Class 19 contains 30635 members 
Mstep: Class 20 contains 45372 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49688 members 
Mstep: Class 23 contains 38349 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48096 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 55071 members 
Mstep: Class 28 contains 2631 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 48061 members 
Mstep: Class 31 contains 33313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149712.000000 Penalty: 103966.859375
Iteration 240F: 32 clusters Score -1.371497e+08 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5963 members 
Mstep: Class 4 contains 43082 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 5860 members 
Mstep: Class 7 contains 45119 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 46142 members 
Mstep: Class 10 contains 50948 members 
Mstep: Class 11 contains 7389 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44568 members 
Mstep: Class 14 contains 16280 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43077 members 
Mstep: Class 17 contains 27350 members 
Mstep: Class 18 contains 45850 members 
Mstep: Class 19 contains 30538 members 
Mstep: Class 20 contains 45365 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49642 members 
Mstep: Class 23 contains 38245 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48052 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 55046 members 
Mstep: Class 28 contains 2633 members 
Mstep: Class 29 contains 1731 members 
Mstep: Class 30 contains 48962 members 
Mstep: Class 31 contains 33231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150048.000000 Penalty: 103966.859375
Iteration 241Q: 32 clusters Score -1.3715e+08 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5968 members 
Mstep: Class 4 contains 43056 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5862 members 
Mstep: Class 7 contains 45006 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 50840 members 
Mstep: Class 11 contains 7364 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44555 members 
Mstep: Class 14 contains 16284 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 43017 members 
Mstep: Class 17 contains 27296 members 
Mstep: Class 18 contains 45818 members 
Mstep: Class 19 contains 30477 members 
Mstep: Class 20 contains 45301 members 
Mstep: Class 21 contains 560 members 
Mstep: Class 22 contains 49625 members 
Mstep: Class 23 contains 38117 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48029 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 54848 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 49826 members 
Mstep: Class 31 contains 33352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150272.000000 Penalty: 103966.859375
Iteration 242Q: 32 clusters Score -1.371503e+08 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 43026 members 
Mstep: Class 5 contains 4443 members 
Mstep: Class 6 contains 5857 members 
Mstep: Class 7 contains 44950 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45978 members 
Mstep: Class 10 contains 50736 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44554 members 
Mstep: Class 14 contains 16297 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 42908 members 
Mstep: Class 17 contains 27260 members 
Mstep: Class 18 contains 45816 members 
Mstep: Class 19 contains 30415 members 
Mstep: Class 20 contains 45223 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49614 members 
Mstep: Class 23 contains 38039 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48024 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 54495 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 1732 members 
Mstep: Class 30 contains 50614 members 
Mstep: Class 31 contains 33568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150464.000000 Penalty: 103966.859375
Iteration 243Q: 32 clusters Score -1.371505e+08 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 5990 members 
Mstep: Class 4 contains 42983 members 
Mstep: Class 5 contains 4458 members 
Mstep: Class 6 contains 5859 members 
Mstep: Class 7 contains 44950 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 50578 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44544 members 
Mstep: Class 14 contains 16316 members 
Mstep: Class 15 contains 556 members 
Mstep: Class 16 contains 42796 members 
Mstep: Class 17 contains 27214 members 
Mstep: Class 18 contains 45798 members 
Mstep: Class 19 contains 30367 members 
Mstep: Class 20 contains 45168 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49645 members 
Mstep: Class 23 contains 37966 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 48011 members 
Mstep: Class 26 contains 2025 members 
Mstep: Class 27 contains 54270 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 1736 members 
Mstep: Class 30 contains 51181 members 
Mstep: Class 31 contains 33807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150624.000000 Penalty: 103966.859375
Iteration 244Q: 32 clusters Score -1.371506e+08 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6004 members 
Mstep: Class 4 contains 42951 members 
Mstep: Class 5 contains 4468 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 44976 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45763 members 
Mstep: Class 10 contains 50455 members 
Mstep: Class 11 contains 7309 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44531 members 
Mstep: Class 14 contains 16332 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42708 members 
Mstep: Class 17 contains 27175 members 
Mstep: Class 18 contains 45840 members 
Mstep: Class 19 contains 30264 members 
Mstep: Class 20 contains 45130 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49596 members 
Mstep: Class 23 contains 37893 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47962 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 54159 members 
Mstep: Class 28 contains 2625 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 51686 members 
Mstep: Class 31 contains 34067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150528.000000 Penalty: 103966.859375
Iteration 245Q: 32 clusters Score -1.371505e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6015 members 
Mstep: Class 4 contains 42883 members 
Mstep: Class 5 contains 4477 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 45050 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45686 members 
Mstep: Class 10 contains 50316 members 
Mstep: Class 11 contains 7292 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44514 members 
Mstep: Class 14 contains 16347 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42581 members 
Mstep: Class 17 contains 27135 members 
Mstep: Class 18 contains 45905 members 
Mstep: Class 19 contains 30198 members 
Mstep: Class 20 contains 45080 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49557 members 
Mstep: Class 23 contains 37845 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47922 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 54045 members 
Mstep: Class 28 contains 2623 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 52022 members 
Mstep: Class 31 contains 34399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150192.000000 Penalty: 103966.859375
Iteration 246Q: 32 clusters Score -1.371502e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6022 members 
Mstep: Class 4 contains 42848 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 45047 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45611 members 
Mstep: Class 10 contains 50228 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44505 members 
Mstep: Class 14 contains 16360 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42465 members 
Mstep: Class 17 contains 27104 members 
Mstep: Class 18 contains 45939 members 
Mstep: Class 19 contains 30089 members 
Mstep: Class 20 contains 45046 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49544 members 
Mstep: Class 23 contains 37801 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47906 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 54006 members 
Mstep: Class 28 contains 2624 members 
Mstep: Class 29 contains 1739 members 
Mstep: Class 30 contains 52327 members 
Mstep: Class 31 contains 34655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149904.000000 Penalty: 103966.859375
Iteration 247Q: 32 clusters Score -1.371499e+08 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6038 members 
Mstep: Class 4 contains 42810 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 5852 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45563 members 
Mstep: Class 10 contains 50175 members 
Mstep: Class 11 contains 7260 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44484 members 
Mstep: Class 14 contains 16370 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42351 members 
Mstep: Class 17 contains 27080 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 30012 members 
Mstep: Class 20 contains 45016 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49561 members 
Mstep: Class 23 contains 37765 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47895 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 53983 members 
Mstep: Class 28 contains 2629 members 
Mstep: Class 29 contains 1738 members 
Mstep: Class 30 contains 52555 members 
Mstep: Class 31 contains 34838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149648.000000 Penalty: 103966.859375
Iteration 248Q: 32 clusters Score -1.371496e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 42768 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 5846 members 
Mstep: Class 7 contains 44926 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45523 members 
Mstep: Class 10 contains 50193 members 
Mstep: Class 11 contains 7249 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44472 members 
Mstep: Class 14 contains 16390 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42268 members 
Mstep: Class 17 contains 27058 members 
Mstep: Class 18 contains 46017 members 
Mstep: Class 19 contains 29956 members 
Mstep: Class 20 contains 45005 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49579 members 
Mstep: Class 23 contains 37688 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47875 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 53995 members 
Mstep: Class 28 contains 2628 members 
Mstep: Class 29 contains 1740 members 
Mstep: Class 30 contains 52751 members 
Mstep: Class 31 contains 35005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149344.000000 Penalty: 103966.859375
Iteration 249Q: 32 clusters Score -1.371493e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 4 contains 42759 members 
Mstep: Class 5 contains 4507 members 
Mstep: Class 6 contains 5849 members 
Mstep: Class 7 contains 44884 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45519 members 
Mstep: Class 10 contains 50233 members 
Mstep: Class 11 contains 7238 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44480 members 
Mstep: Class 14 contains 16408 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42172 members 
Mstep: Class 17 contains 27039 members 
Mstep: Class 18 contains 46009 members 
Mstep: Class 19 contains 29903 members 
Mstep: Class 20 contains 44982 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49593 members 
Mstep: Class 23 contains 37601 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47839 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 54015 members 
Mstep: Class 28 contains 2627 members 
Mstep: Class 29 contains 1742 members 
Mstep: Class 30 contains 52885 members 
Mstep: Class 31 contains 35146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149408.000000 Penalty: 103966.859375
Iteration 250Q: 32 clusters Score -1.371494e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6044 members 
Mstep: Class 4 contains 42763 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 5853 members 
Mstep: Class 7 contains 44868 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45553 members 
Mstep: Class 10 contains 50235 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44495 members 
Mstep: Class 14 contains 16436 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42102 members 
Mstep: Class 17 contains 27002 members 
Mstep: Class 18 contains 46049 members 
Mstep: Class 19 contains 29804 members 
Mstep: Class 20 contains 44923 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49640 members 
Mstep: Class 23 contains 37530 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47805 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 53948 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 52982 members 
Mstep: Class 31 contains 35335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149232.000000 Penalty: 103966.859375
Iteration 251Q: 32 clusters Score -1.371492e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 5850 members 
Mstep: Class 7 contains 44881 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45569 members 
Mstep: Class 10 contains 50226 members 
Mstep: Class 11 contains 7223 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44511 members 
Mstep: Class 14 contains 16466 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 42001 members 
Mstep: Class 17 contains 26986 members 
Mstep: Class 18 contains 46137 members 
Mstep: Class 19 contains 29709 members 
Mstep: Class 20 contains 44872 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49646 members 
Mstep: Class 23 contains 37446 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47777 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 53877 members 
Mstep: Class 28 contains 2626 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 53065 members 
Mstep: Class 31 contains 35543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149520.000000 Penalty: 103966.859375
Iteration 252Q: 32 clusters Score -1.371495e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6066 members 
Mstep: Class 4 contains 42760 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 5853 members 
Mstep: Class 7 contains 44895 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45604 members 
Mstep: Class 10 contains 50234 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44528 members 
Mstep: Class 14 contains 16492 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41911 members 
Mstep: Class 17 contains 26976 members 
Mstep: Class 18 contains 46229 members 
Mstep: Class 19 contains 29624 members 
Mstep: Class 20 contains 44806 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49612 members 
Mstep: Class 23 contains 37352 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47744 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 53794 members 
Mstep: Class 28 contains 2632 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 53164 members 
Mstep: Class 31 contains 35733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149792.000000 Penalty: 103966.859375
Iteration 253Q: 32 clusters Score -1.371498e+08 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 42753 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 5861 members 
Mstep: Class 7 contains 44933 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45637 members 
Mstep: Class 10 contains 50257 members 
Mstep: Class 11 contains 7205 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44537 members 
Mstep: Class 14 contains 16509 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41821 members 
Mstep: Class 17 contains 26959 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 29527 members 
Mstep: Class 20 contains 44783 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49586 members 
Mstep: Class 23 contains 37268 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47718 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 53745 members 
Mstep: Class 28 contains 2644 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53150 members 
Mstep: Class 31 contains 35928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149920.000000 Penalty: 103966.859375
Iteration 254Q: 32 clusters Score -1.371499e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 42763 members 
Mstep: Class 5 contains 4518 members 
Mstep: Class 6 contains 5863 members 
Mstep: Class 7 contains 44977 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 50303 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44554 members 
Mstep: Class 14 contains 16530 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41737 members 
Mstep: Class 17 contains 26941 members 
Mstep: Class 18 contains 46368 members 
Mstep: Class 19 contains 29423 members 
Mstep: Class 20 contains 44741 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49633 members 
Mstep: Class 23 contains 37201 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47704 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 53618 members 
Mstep: Class 28 contains 2660 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53149 members 
Mstep: Class 31 contains 36132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150320.000000 Penalty: 103966.859375
Iteration 255Q: 32 clusters Score -1.371503e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6104 members 
Mstep: Class 4 contains 42777 members 
Mstep: Class 5 contains 4521 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 50330 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 16539 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41646 members 
Mstep: Class 17 contains 26928 members 
Mstep: Class 18 contains 46381 members 
Mstep: Class 19 contains 29336 members 
Mstep: Class 20 contains 44723 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49648 members 
Mstep: Class 23 contains 37151 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47703 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 53543 members 
Mstep: Class 28 contains 2665 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53184 members 
Mstep: Class 31 contains 36314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150512.000000 Penalty: 103966.859375
Iteration 256Q: 32 clusters Score -1.371505e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 42774 members 
Mstep: Class 5 contains 4529 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 44999 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45619 members 
Mstep: Class 10 contains 50364 members 
Mstep: Class 11 contains 7158 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44587 members 
Mstep: Class 14 contains 16556 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41561 members 
Mstep: Class 17 contains 26909 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 29244 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49680 members 
Mstep: Class 23 contains 37094 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47686 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 53503 members 
Mstep: Class 28 contains 2674 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 53211 members 
Mstep: Class 31 contains 36505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150480.000000 Penalty: 103966.859375
Iteration 257Q: 32 clusters Score -1.371505e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6164 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 4534 members 
Mstep: Class 6 contains 5870 members 
Mstep: Class 7 contains 45034 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45636 members 
Mstep: Class 10 contains 50351 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44605 members 
Mstep: Class 14 contains 16573 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41496 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 46360 members 
Mstep: Class 19 contains 29149 members 
Mstep: Class 20 contains 44666 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 49728 members 
Mstep: Class 23 contains 37034 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47658 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 53473 members 
Mstep: Class 28 contains 2678 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53220 members 
Mstep: Class 31 contains 36692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150640.000000 Penalty: 103966.859375
Iteration 258Q: 32 clusters Score -1.371506e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 42760 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 5869 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45633 members 
Mstep: Class 10 contains 50307 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44610 members 
Mstep: Class 14 contains 16584 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41455 members 
Mstep: Class 17 contains 26875 members 
Mstep: Class 18 contains 46380 members 
Mstep: Class 19 contains 29074 members 
Mstep: Class 20 contains 44653 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49812 members 
Mstep: Class 23 contains 36969 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47643 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 53418 members 
Mstep: Class 28 contains 2679 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 53236 members 
Mstep: Class 31 contains 36871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150400.000000 Penalty: 103966.859375
Iteration 259Q: 32 clusters Score -1.371504e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 42746 members 
Mstep: Class 5 contains 4542 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 45053 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45645 members 
Mstep: Class 10 contains 50277 members 
Mstep: Class 11 contains 7115 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44607 members 
Mstep: Class 14 contains 16589 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41443 members 
Mstep: Class 17 contains 26863 members 
Mstep: Class 18 contains 46383 members 
Mstep: Class 19 contains 28998 members 
Mstep: Class 20 contains 44602 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49814 members 
Mstep: Class 23 contains 36937 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47652 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 53403 members 
Mstep: Class 28 contains 2687 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 53282 members 
Mstep: Class 31 contains 37021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150352.000000 Penalty: 103966.859375
Iteration 260F: 32 clusters Score -1.371504e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6214 members 
Mstep: Class 4 contains 42749 members 
Mstep: Class 5 contains 4544 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 45048 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45669 members 
Mstep: Class 10 contains 50258 members 
Mstep: Class 11 contains 7095 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44622 members 
Mstep: Class 14 contains 16599 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41403 members 
Mstep: Class 17 contains 26848 members 
Mstep: Class 18 contains 46384 members 
Mstep: Class 19 contains 28905 members 
Mstep: Class 20 contains 44565 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49835 members 
Mstep: Class 23 contains 36897 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47650 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 53387 members 
Mstep: Class 28 contains 2694 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53331 members 
Mstep: Class 31 contains 37158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150448.000000 Penalty: 103966.859375
Iteration 261Q: 32 clusters Score -1.371504e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6240 members 
Mstep: Class 4 contains 42725 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 50262 members 
Mstep: Class 11 contains 7085 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44634 members 
Mstep: Class 14 contains 16629 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41337 members 
Mstep: Class 17 contains 26836 members 
Mstep: Class 18 contains 46381 members 
Mstep: Class 19 contains 28814 members 
Mstep: Class 20 contains 44542 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49856 members 
Mstep: Class 23 contains 36860 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47642 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 53335 members 
Mstep: Class 28 contains 2700 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53427 members 
Mstep: Class 31 contains 37285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150720.000000 Penalty: 103966.859375
Iteration 262Q: 32 clusters Score -1.371507e+08 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6257 members 
Mstep: Class 4 contains 42738 members 
Mstep: Class 5 contains 4551 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 45012 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 50260 members 
Mstep: Class 11 contains 7071 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44648 members 
Mstep: Class 14 contains 16647 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41304 members 
Mstep: Class 17 contains 26833 members 
Mstep: Class 18 contains 46374 members 
Mstep: Class 19 contains 28724 members 
Mstep: Class 20 contains 44507 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49884 members 
Mstep: Class 23 contains 36811 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47637 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 53299 members 
Mstep: Class 28 contains 2708 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 53517 members 
Mstep: Class 31 contains 37412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150816.000000 Penalty: 103966.859375
Iteration 263Q: 32 clusters Score -1.371508e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42745 members 
Mstep: Class 5 contains 4555 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 50241 members 
Mstep: Class 11 contains 7069 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44651 members 
Mstep: Class 14 contains 16680 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 26824 members 
Mstep: Class 18 contains 46401 members 
Mstep: Class 19 contains 28657 members 
Mstep: Class 20 contains 44494 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49929 members 
Mstep: Class 23 contains 36777 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47639 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 2712 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 53472 members 
Mstep: Class 31 contains 37560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150720.000000 Penalty: 103966.859375
Iteration 264Q: 32 clusters Score -1.371507e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6280 members 
Mstep: Class 4 contains 42742 members 
Mstep: Class 5 contains 4556 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 44999 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45662 members 
Mstep: Class 10 contains 50192 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44664 members 
Mstep: Class 14 contains 16702 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41238 members 
Mstep: Class 17 contains 26813 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 28603 members 
Mstep: Class 20 contains 44450 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49954 members 
Mstep: Class 23 contains 36743 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47615 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 53274 members 
Mstep: Class 28 contains 2713 members 
Mstep: Class 29 contains 1743 members 
Mstep: Class 30 contains 53452 members 
Mstep: Class 31 contains 37723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150816.000000 Penalty: 103966.859375
Iteration 265Q: 32 clusters Score -1.371508e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6285 members 
Mstep: Class 4 contains 42733 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 44979 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45669 members 
Mstep: Class 10 contains 50172 members 
Mstep: Class 11 contains 7059 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44681 members 
Mstep: Class 14 contains 16734 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41206 members 
Mstep: Class 17 contains 26802 members 
Mstep: Class 18 contains 46495 members 
Mstep: Class 19 contains 28541 members 
Mstep: Class 20 contains 44434 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49973 members 
Mstep: Class 23 contains 36707 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47597 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 53223 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 1744 members 
Mstep: Class 30 contains 53411 members 
Mstep: Class 31 contains 37868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150800.000000 Penalty: 103966.859375
Iteration 266Q: 32 clusters Score -1.371508e+08 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6300 members 
Mstep: Class 4 contains 42732 members 
Mstep: Class 5 contains 4561 members 
Mstep: Class 6 contains 5884 members 
Mstep: Class 7 contains 44961 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45669 members 
Mstep: Class 10 contains 50141 members 
Mstep: Class 11 contains 7056 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44689 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41191 members 
Mstep: Class 17 contains 26798 members 
Mstep: Class 18 contains 46518 members 
Mstep: Class 19 contains 28487 members 
Mstep: Class 20 contains 44415 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50073 members 
Mstep: Class 23 contains 36661 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47581 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 53165 members 
Mstep: Class 28 contains 2715 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 53321 members 
Mstep: Class 31 contains 38046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150688.000000 Penalty: 103966.859375
Iteration 267Q: 32 clusters Score -1.371507e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6310 members 
Mstep: Class 4 contains 42712 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 5883 members 
Mstep: Class 7 contains 44953 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45674 members 
Mstep: Class 10 contains 50136 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44711 members 
Mstep: Class 14 contains 16776 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41161 members 
Mstep: Class 17 contains 26793 members 
Mstep: Class 18 contains 46576 members 
Mstep: Class 19 contains 28427 members 
Mstep: Class 20 contains 44394 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50175 members 
Mstep: Class 23 contains 36620 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47553 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 53080 members 
Mstep: Class 28 contains 2716 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 53216 members 
Mstep: Class 31 contains 38234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151136.000000 Penalty: 103966.859375
Iteration 268Q: 32 clusters Score -1.371511e+08 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6321 members 
Mstep: Class 4 contains 42728 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 5882 members 
Mstep: Class 7 contains 44974 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45653 members 
Mstep: Class 10 contains 50143 members 
Mstep: Class 11 contains 7045 members 
Mstep: Class 12 contains 1218 members 
Mstep: Class 13 contains 44739 members 
Mstep: Class 14 contains 16799 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41141 members 
Mstep: Class 17 contains 26785 members 
Mstep: Class 18 contains 46594 members 
Mstep: Class 19 contains 28337 members 
Mstep: Class 20 contains 44366 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50220 members 
Mstep: Class 23 contains 36595 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47534 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 53023 members 
Mstep: Class 28 contains 2718 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 53161 members 
Mstep: Class 31 contains 38389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151296.000000 Penalty: 103966.859375
Iteration 269Q: 32 clusters Score -1.371513e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6322 members 
Mstep: Class 4 contains 42740 members 
Mstep: Class 5 contains 4557 members 
Mstep: Class 6 contains 5877 members 
Mstep: Class 7 contains 44996 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45643 members 
Mstep: Class 10 contains 50150 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 1216 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 16840 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41086 members 
Mstep: Class 17 contains 26782 members 
Mstep: Class 18 contains 46611 members 
Mstep: Class 19 contains 28253 members 
Mstep: Class 20 contains 44349 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50245 members 
Mstep: Class 23 contains 36579 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47534 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 52982 members 
Mstep: Class 28 contains 2717 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 53130 members 
Mstep: Class 31 contains 38512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151424.000000 Penalty: 103966.859375
Iteration 270Q: 32 clusters Score -1.371514e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 42747 members 
Mstep: Class 5 contains 4559 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 45025 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45632 members 
Mstep: Class 10 contains 50146 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44770 members 
Mstep: Class 14 contains 16876 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 41014 members 
Mstep: Class 17 contains 26774 members 
Mstep: Class 18 contains 46643 members 
Mstep: Class 19 contains 28180 members 
Mstep: Class 20 contains 44365 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50245 members 
Mstep: Class 23 contains 36572 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47549 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 52903 members 
Mstep: Class 28 contains 2720 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 53093 members 
Mstep: Class 31 contains 38643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151664.000000 Penalty: 103966.859375
Iteration 271Q: 32 clusters Score -1.371517e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6338 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 4560 members 
Mstep: Class 6 contains 5875 members 
Mstep: Class 7 contains 45057 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45628 members 
Mstep: Class 10 contains 50148 members 
Mstep: Class 11 contains 7029 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 44773 members 
Mstep: Class 14 contains 16900 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40950 members 
Mstep: Class 17 contains 26767 members 
Mstep: Class 18 contains 46702 members 
Mstep: Class 19 contains 28088 members 
Mstep: Class 20 contains 44384 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50231 members 
Mstep: Class 23 contains 36559 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47547 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 52866 members 
Mstep: Class 28 contains 2722 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 53020 members 
Mstep: Class 31 contains 38778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151632.000000 Penalty: 103966.859375
Iteration 272Q: 32 clusters Score -1.371516e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6341 members 
Mstep: Class 4 contains 42793 members 
Mstep: Class 5 contains 4565 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 45075 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45650 members 
Mstep: Class 10 contains 50168 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44773 members 
Mstep: Class 14 contains 16921 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40876 members 
Mstep: Class 17 contains 26756 members 
Mstep: Class 18 contains 46720 members 
Mstep: Class 19 contains 28021 members 
Mstep: Class 20 contains 44394 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50254 members 
Mstep: Class 23 contains 36524 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47551 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 52822 members 
Mstep: Class 28 contains 2726 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 52944 members 
Mstep: Class 31 contains 38918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151696.000000 Penalty: 103966.859375
Iteration 273Q: 32 clusters Score -1.371517e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 42819 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 45091 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45667 members 
Mstep: Class 10 contains 50141 members 
Mstep: Class 11 contains 7011 members 
Mstep: Class 12 contains 1214 members 
Mstep: Class 13 contains 44775 members 
Mstep: Class 14 contains 16947 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40822 members 
Mstep: Class 17 contains 26745 members 
Mstep: Class 18 contains 46753 members 
Mstep: Class 19 contains 27944 members 
Mstep: Class 20 contains 44405 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50270 members 
Mstep: Class 23 contains 36485 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47553 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 52787 members 
Mstep: Class 28 contains 2734 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 52889 members 
Mstep: Class 31 contains 39053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152048.000000 Penalty: 103966.859375
Iteration 274Q: 32 clusters Score -1.37152e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6355 members 
Mstep: Class 4 contains 42842 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 6 contains 5876 members 
Mstep: Class 7 contains 45119 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45653 members 
Mstep: Class 10 contains 50104 members 
Mstep: Class 11 contains 7006 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44774 members 
Mstep: Class 14 contains 16980 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 26737 members 
Mstep: Class 18 contains 46785 members 
Mstep: Class 19 contains 27878 members 
Mstep: Class 20 contains 44402 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50251 members 
Mstep: Class 23 contains 36468 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47570 members 
Mstep: Class 26 contains 2080 members 
Mstep: Class 27 contains 52771 members 
Mstep: Class 28 contains 2745 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 52813 members 
Mstep: Class 31 contains 39215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152192.000000 Penalty: 103966.859375
Iteration 275Q: 32 clusters Score -1.371522e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 42860 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 5875 members 
Mstep: Class 7 contains 45131 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45652 members 
Mstep: Class 10 contains 50094 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 17009 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40710 members 
Mstep: Class 17 contains 26728 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 27810 members 
Mstep: Class 20 contains 44409 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50239 members 
Mstep: Class 23 contains 36447 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47581 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 52726 members 
Mstep: Class 28 contains 2754 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 52790 members 
Mstep: Class 31 contains 39366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152176.000000 Penalty: 103966.859375
Iteration 276Q: 32 clusters Score -1.371522e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6363 members 
Mstep: Class 4 contains 42857 members 
Mstep: Class 5 contains 4572 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 45143 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45661 members 
Mstep: Class 10 contains 50081 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44778 members 
Mstep: Class 14 contains 17041 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40648 members 
Mstep: Class 17 contains 26726 members 
Mstep: Class 18 contains 46761 members 
Mstep: Class 19 contains 27730 members 
Mstep: Class 20 contains 44408 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50249 members 
Mstep: Class 23 contains 36432 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47621 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 52677 members 
Mstep: Class 28 contains 2763 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 52774 members 
Mstep: Class 31 contains 39519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152208.000000 Penalty: 103966.859375
Iteration 277Q: 32 clusters Score -1.371522e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 42849 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 5878 members 
Mstep: Class 7 contains 45140 members 
Mstep: Class 8 contains 721 members 
Mstep: Class 9 contains 45655 members 
Mstep: Class 10 contains 50084 members 
Mstep: Class 11 contains 6996 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 17074 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40619 members 
Mstep: Class 17 contains 26727 members 
Mstep: Class 18 contains 46766 members 
Mstep: Class 19 contains 27663 members 
Mstep: Class 20 contains 44412 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50238 members 
Mstep: Class 23 contains 36403 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47643 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 52611 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 52760 members 
Mstep: Class 31 contains 39660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152384.000000 Penalty: 103966.859375
Iteration 278Q: 32 clusters Score -1.371524e+08 nChanged 1300
Entering ConstructFrom: 
Score: -137152384.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36500.066406 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36500.07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36893.941406 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36893.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37119.277344 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -37119.28 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37199.457031 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -37199.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -37233.921875 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37233.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37244.808594 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37244.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37244.808594 Penalty: 2997.145996
	Iteration 6F: 3 clusters Score -37244.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 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 372 members 
Entering Unmasked Estep 
Score: -85253.398438 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85253.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85719.750000 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85719.75 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -85932.484375 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85932.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -86087.328125 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86087.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -86179.328125 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86179.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -86230.554688 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86230.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -86244.195312 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86244.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86256.734375 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86256.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86259.390625 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86259.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -86259.390625 Penalty: 3256.371582
	Iteration 9F: 3 clusters Score -86259.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -1178340.250000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -1178340 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 3142 members 
Entering Unmasked Estep 
Score: -1172891.875000 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -1172892 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1174244.375000 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -1174244 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1174471.875000 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -1174472 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1174628.875000 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -1174629 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1174733.750000 Penalty: 4345.262207
	Iteration 4Q: 3 clusters Score -1174734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1174809.375000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -1174809 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1174866.125000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -1174866 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1174917.500000 Penalty: 4345.262207
	Iteration 7Q: 3 clusters Score -1174918 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1174954.625000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -1174955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1174982.500000 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -1174982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1175017.250000 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -1175017 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1175047.750000 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -1175048 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1175092.000000 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -1175092 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1175131.625000 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -1175132 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1175172.250000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -1175172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1175221.000000 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -1175221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1175273.000000 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -1175273 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1175328.250000 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -1175328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1175393.250000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -1175393 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1175477.125000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -1175477 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1175581.750000 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -1175582 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1175678.250000 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -1175678 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1175783.625000 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -1175784 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1175874.250000 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -1175874 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1175952.500000 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -1175952 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1176022.750000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -1176023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1176091.625000 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -1176092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1176173.500000 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -1176174 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1176238.750000 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -1176239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1176293.625000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -1176294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1176337.375000 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -1176337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1176361.500000 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -1176362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1176380.875000 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -1176381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1176393.875000 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -1176394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1176403.000000 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -1176403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1176411.750000 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -1176412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1176422.000000 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -1176422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1176426.375000 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -1176426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1176429.125000 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -1176429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1176432.500000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -1176432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1176435.000000 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -1176435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1176438.750000 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -1176439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1176441.125000 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -1176441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1176441.375000 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -1176441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1176441.375000 Penalty: 4345.262207
	Iteration 44F: 3 clusters Score -1176441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Entering Unmasked Estep 
Score: -7934140.500000 Penalty: 2645.080566
	Iteration 0F: 2 clusters Score -7934140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -7905522.500000 Penalty: 5290.161133
	Iteration 0F: 3 clusters Score -7905522 nChanged 19587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -7916347.500000 Penalty: 5290.161133
	Iteration 1F: 3 clusters Score -7916348 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7916804.500000 Penalty: 5290.161133
	Iteration 2Q: 3 clusters Score -7916804 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -7917339.000000 Penalty: 5290.161133
	Iteration 3Q: 3 clusters Score -7917339 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -7918046.000000 Penalty: 5290.161133
	Iteration 4Q: 3 clusters Score -7918046 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -7919028.000000 Penalty: 5290.161133
	Iteration 5Q: 3 clusters Score -7919028 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -7920347.500000 Penalty: 5290.161133
	Iteration 6F: 3 clusters Score -7920348 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -7922169.000000 Penalty: 5290.161133
	Iteration 7F: 3 clusters Score -7922169 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -7924369.500000 Penalty: 5290.161133
	Iteration 8F: 3 clusters Score -7924370 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7926299.500000 Penalty: 5290.161133
	Iteration 9F: 3 clusters Score -7926300 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -7927904.500000 Penalty: 5290.161133
	Iteration 10Q: 3 clusters Score -7927904 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7928964.500000 Penalty: 5290.161133
	Iteration 11Q: 3 clusters Score -7928964 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7929789.500000 Penalty: 5290.161133
	Iteration 12Q: 3 clusters Score -7929790 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7930332.000000 Penalty: 5290.161133
	Iteration 13Q: 3 clusters Score -7930332 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -7930769.500000 Penalty: 5290.161133
	Iteration 14Q: 3 clusters Score -7930770 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -7931094.000000 Penalty: 5290.161133
	Iteration 15Q: 3 clusters Score -7931094 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -7931332.000000 Penalty: 5290.161133
	Iteration 16Q: 3 clusters Score -7931332 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -7931509.500000 Penalty: 5290.161133
	Iteration 17Q: 3 clusters Score -7931510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -7931625.000000 Penalty: 5290.161133
	Iteration 18Q: 3 clusters Score -7931625 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -7931691.000000 Penalty: 5290.161133
	Iteration 19Q: 3 clusters Score -7931691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -7931752.500000 Penalty: 5290.161133
	Iteration 20F: 3 clusters Score -7931752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -7931788.500000 Penalty: 5290.161133
	Iteration 21Q: 3 clusters Score -7931788 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -7931811.000000 Penalty: 5290.161133
	Iteration 22Q: 3 clusters Score -7931811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7931835.500000 Penalty: 5290.161133
	Iteration 23Q: 3 clusters Score -7931836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7931856.500000 Penalty: 5290.161133
	Iteration 24Q: 3 clusters Score -7931856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -7931864.500000 Penalty: 5290.161133
	Iteration 25Q: 3 clusters Score -7931864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -7931876.500000 Penalty: 5290.161133
	Iteration 26Q: 3 clusters Score -7931876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -7931891.500000 Penalty: 5290.161133
	Iteration 27Q: 3 clusters Score -7931892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -7931899.500000 Penalty: 5290.161133
	Iteration 28Q: 3 clusters Score -7931900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -7931909.500000 Penalty: 5290.161133
	Iteration 29Q: 3 clusters Score -7931910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7931911.500000 Penalty: 5290.161133
	Iteration 30Q: 3 clusters Score -7931912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -7931912.500000 Penalty: 5290.161133
	Iteration 31Q: 3 clusters Score -7931912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -7931917.500000 Penalty: 5290.161133
	Iteration 32Q: 3 clusters Score -7931918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -7931914.500000 Penalty: 5290.161133
	Iteration 33Q: 3 clusters Score -7931914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -7931914.500000 Penalty: 5290.161133
	Iteration 34F: 3 clusters Score -7931914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -849351.500000 Penalty: 2090.396240
	Iteration 0F: 2 clusters Score -849351.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -845064.125000 Penalty: 4180.792480
	Iteration 0F: 3 clusters Score -845064.1 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -846048.562500 Penalty: 4180.792480
	Iteration 1F: 3 clusters Score -846048.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -846266.000000 Penalty: 4180.792480
	Iteration 2F: 3 clusters Score -846266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -846416.437500 Penalty: 4180.792480
	Iteration 3F: 3 clusters Score -846416.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -846526.750000 Penalty: 4180.792480
	Iteration 4Q: 3 clusters Score -846526.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -846614.500000 Penalty: 4180.792480
	Iteration 5Q: 3 clusters Score -846614.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -846685.375000 Penalty: 4180.792480
	Iteration 6Q: 3 clusters Score -846685.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -846742.562500 Penalty: 4180.792480
	Iteration 7Q: 3 clusters Score -846742.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -846780.500000 Penalty: 4180.792480
	Iteration 8Q: 3 clusters Score -846780.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -846831.187500 Penalty: 4180.792480
	Iteration 9Q: 3 clusters Score -846831.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -846877.375000 Penalty: 4180.792480
	Iteration 10Q: 3 clusters Score -846877.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -846921.437500 Penalty: 4180.792480
	Iteration 11Q: 3 clusters Score -846921.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -846964.562500 Penalty: 4180.792480
	Iteration 12Q: 3 clusters Score -846964.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -847000.812500 Penalty: 4180.792480
	Iteration 13Q: 3 clusters Score -847000.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -847034.375000 Penalty: 4180.792480
	Iteration 14Q: 3 clusters Score -847034.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -847064.625000 Penalty: 4180.792480
	Iteration 15Q: 3 clusters Score -847064.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -847090.312500 Penalty: 4180.792480
	Iteration 16Q: 3 clusters Score -847090.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -847116.500000 Penalty: 4180.792480
	Iteration 17Q: 3 clusters Score -847116.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -847145.500000 Penalty: 4180.792480
	Iteration 18Q: 3 clusters Score -847145.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -847173.750000 Penalty: 4180.792480
	Iteration 19Q: 3 clusters Score -847173.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -847209.250000 Penalty: 4180.792480
	Iteration 20F: 3 clusters Score -847209.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -847235.312500 Penalty: 4180.792480
	Iteration 21Q: 3 clusters Score -847235.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -847263.625000 Penalty: 4180.792480
	Iteration 22Q: 3 clusters Score -847263.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -847286.687500 Penalty: 4180.792480
	Iteration 23Q: 3 clusters Score -847286.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -847310.500000 Penalty: 4180.792480
	Iteration 24Q: 3 clusters Score -847310.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -847336.000000 Penalty: 4180.792480
	Iteration 25Q: 3 clusters Score -847336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -847362.625000 Penalty: 4180.792480
	Iteration 26Q: 3 clusters Score -847362.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -847390.000000 Penalty: 4180.792480
	Iteration 27Q: 3 clusters Score -847390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -847417.125000 Penalty: 4180.792480
	Iteration 28Q: 3 clusters Score -847417.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -847446.187500 Penalty: 4180.792480
	Iteration 29Q: 3 clusters Score -847446.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -847474.187500 Penalty: 4180.792480
	Iteration 30Q: 3 clusters Score -847474.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -847497.062500 Penalty: 4180.792480
	Iteration 31Q: 3 clusters Score -847497.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -847512.187500 Penalty: 4180.792480
	Iteration 32Q: 3 clusters Score -847512.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -847526.625000 Penalty: 4180.792480
	Iteration 33Q: 3 clusters Score -847526.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -847536.875000 Penalty: 4180.792480
	Iteration 34Q: 3 clusters Score -847536.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -847542.125000 Penalty: 4180.792480
	Iteration 35Q: 3 clusters Score -847542.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -847546.375000 Penalty: 4180.792480
	Iteration 36Q: 3 clusters Score -847546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -847546.500000 Penalty: 4180.792480
	Iteration 37Q: 3 clusters Score -847546.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -847546.562500 Penalty: 4180.792480
	Iteration 38Q: 3 clusters Score -847546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -847548.250000 Penalty: 4180.792480
	Iteration 39Q: 3 clusters Score -847548.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -847548.500000 Penalty: 4180.792480
	Iteration 40F: 3 clusters Score -847548.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -847549.687500 Penalty: 4180.792480
	Iteration 41Q: 3 clusters Score -847549.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -847551.500000 Penalty: 4180.792480
	Iteration 42Q: 3 clusters Score -847551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -847550.187500 Penalty: 4180.792480
	Iteration 43Q: 3 clusters Score -847550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -847549.875000 Penalty: 4180.792480
	Iteration 44Q: 3 clusters Score -847549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -847552.687500 Penalty: 4180.792480
	Iteration 45Q: 3 clusters Score -847552.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -847553.062500 Penalty: 4180.792480
	Iteration 46Q: 3 clusters Score -847553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -847552.687500 Penalty: 4180.792480
	Iteration 47Q: 3 clusters Score -847552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -847553.625000 Penalty: 4180.792480
	Iteration 48Q: 3 clusters Score -847553.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -847557.062500 Penalty: 4180.792480
	Iteration 49Q: 3 clusters Score -847557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -847557.312500 Penalty: 4180.792480
	Iteration 50Q: 3 clusters Score -847557.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -847559.750000 Penalty: 4180.792480
	Iteration 51Q: 3 clusters Score -847559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -847564.250000 Penalty: 4180.792480
	Iteration 52Q: 3 clusters Score -847564.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -847566.562500 Penalty: 4180.792480
	Iteration 53Q: 3 clusters Score -847566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -847569.875000 Penalty: 4180.792480
	Iteration 54Q: 3 clusters Score -847569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -847570.812500 Penalty: 4180.792480
	Iteration 55Q: 3 clusters Score -847570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -847572.500000 Penalty: 4180.792480
	Iteration 56Q: 3 clusters Score -847572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -847573.875000 Penalty: 4180.792480
	Iteration 57Q: 3 clusters Score -847573.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -847574.437500 Penalty: 4180.792480
	Iteration 58Q: 3 clusters Score -847574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -847575.000000 Penalty: 4180.792480
	Iteration 59Q: 3 clusters Score -847575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -847576.687500 Penalty: 4180.792480
	Iteration 60F: 3 clusters Score -847576.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -847577.625000 Penalty: 4180.792480
	Iteration 61Q: 3 clusters Score -847577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -847577.250000 Penalty: 4180.792480
	Iteration 62Q: 3 clusters Score -847577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -847577.250000 Penalty: 4180.792480
	Iteration 63F: 3 clusters Score -847577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Entering Unmasked Estep 
Score: -1097543.000000 Penalty: 2152.469238
	Iteration 0F: 2 clusters Score -1097543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1092421.375000 Penalty: 4304.938477
	Iteration 0F: 3 clusters Score -1092421 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1093676.750000 Penalty: 4304.938477
	Iteration 1F: 3 clusters Score -1093677 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1093856.250000 Penalty: 4304.938477
	Iteration 2F: 3 clusters Score -1093856 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1093965.250000 Penalty: 4304.938477
	Iteration 3Q: 3 clusters Score -1093965 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1094072.750000 Penalty: 4304.938477
	Iteration 4Q: 3 clusters Score -1094073 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1094157.375000 Penalty: 4304.938477
	Iteration 5Q: 3 clusters Score -1094157 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1094234.375000 Penalty: 4304.938477
	Iteration 6Q: 3 clusters Score -1094234 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1094290.875000 Penalty: 4304.938477
	Iteration 7Q: 3 clusters Score -1094291 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1094346.625000 Penalty: 4304.938477
	Iteration 8Q: 3 clusters Score -1094347 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1094408.500000 Penalty: 4304.938477
	Iteration 9Q: 3 clusters Score -1094408 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1094490.500000 Penalty: 4304.938477
	Iteration 10Q: 3 clusters Score -1094490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1094574.250000 Penalty: 4304.938477
	Iteration 11Q: 3 clusters Score -1094574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1094668.500000 Penalty: 4304.938477
	Iteration 12Q: 3 clusters Score -1094668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1094773.375000 Penalty: 4304.938477
	Iteration 13Q: 3 clusters Score -1094773 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1094880.750000 Penalty: 4304.938477
	Iteration 14Q: 3 clusters Score -1094881 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1094998.500000 Penalty: 4304.938477
	Iteration 15Q: 3 clusters Score -1094998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1095113.500000 Penalty: 4304.938477
	Iteration 16Q: 3 clusters Score -1095114 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1095209.750000 Penalty: 4304.938477
	Iteration 17Q: 3 clusters Score -1095210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1095293.875000 Penalty: 4304.938477
	Iteration 18Q: 3 clusters Score -1095294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1095360.375000 Penalty: 4304.938477
	Iteration 19Q: 3 clusters Score -1095360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1095425.375000 Penalty: 4304.938477
	Iteration 20F: 3 clusters Score -1095425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1095489.375000 Penalty: 4304.938477
	Iteration 21Q: 3 clusters Score -1095489 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1095530.125000 Penalty: 4304.938477
	Iteration 22Q: 3 clusters Score -1095530 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1095564.875000 Penalty: 4304.938477
	Iteration 23Q: 3 clusters Score -1095565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1095598.125000 Penalty: 4304.938477
	Iteration 24Q: 3 clusters Score -1095598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1095616.750000 Penalty: 4304.938477
	Iteration 25Q: 3 clusters Score -1095617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1095640.000000 Penalty: 4304.938477
	Iteration 26Q: 3 clusters Score -1095640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1095647.875000 Penalty: 4304.938477
	Iteration 27Q: 3 clusters Score -1095648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1095654.375000 Penalty: 4304.938477
	Iteration 28Q: 3 clusters Score -1095654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1095663.875000 Penalty: 4304.938477
	Iteration 29Q: 3 clusters Score -1095664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1095675.500000 Penalty: 4304.938477
	Iteration 30Q: 3 clusters Score -1095676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1095682.375000 Penalty: 4304.938477
	Iteration 31Q: 3 clusters Score -1095682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1095693.750000 Penalty: 4304.938477
	Iteration 32Q: 3 clusters Score -1095694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1095699.375000 Penalty: 4304.938477
	Iteration 33Q: 3 clusters Score -1095699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1095702.250000 Penalty: 4304.938477
	Iteration 34Q: 3 clusters Score -1095702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1095703.125000 Penalty: 4304.938477
	Iteration 35Q: 3 clusters Score -1095703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1095705.500000 Penalty: 4304.938477
	Iteration 36Q: 3 clusters Score -1095706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1095705.625000 Penalty: 4304.938477
	Iteration 37Q: 3 clusters Score -1095706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1095706.750000 Penalty: 4304.938477
	Iteration 38Q: 3 clusters Score -1095707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1095706.750000 Penalty: 4304.938477
	Iteration 39F: 3 clusters Score -1095707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Entering Unmasked Estep 
Score: -8443973.000000 Penalty: 2658.011719
	Iteration 0F: 2 clusters Score -8443973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8414277.000000 Penalty: 5316.023438
	Iteration 0F: 3 clusters Score -8414277 nChanged 20786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -8425746.000000 Penalty: 5316.023438
	Iteration 1F: 3 clusters Score -8425746 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -8426521.000000 Penalty: 5316.023438
	Iteration 2Q: 3 clusters Score -8426521 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -8427685.000000 Penalty: 5316.023438
	Iteration 3Q: 3 clusters Score -8427685 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -8429295.000000 Penalty: 5316.023438
	Iteration 4F: 3 clusters Score -8429295 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8431594.000000 Penalty: 5316.023438
	Iteration 5F: 3 clusters Score -8431594 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -8434387.000000 Penalty: 5316.023438
	Iteration 6F: 3 clusters Score -8434387 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -8437334.000000 Penalty: 5316.023438
	Iteration 7F: 3 clusters Score -8437334 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -8439530.000000 Penalty: 5316.023438
	Iteration 8F: 3 clusters Score -8439530 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -8440809.000000 Penalty: 5316.023438
	Iteration 9Q: 3 clusters Score -8440809 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -8441554.000000 Penalty: 5316.023438
	Iteration 10Q: 3 clusters Score -8441554 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -8441925.000000 Penalty: 5316.023438
	Iteration 11Q: 3 clusters Score -8441925 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -8442207.000000 Penalty: 5316.023438
	Iteration 12Q: 3 clusters Score -8442207 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -8442368.000000 Penalty: 5316.023438
	Iteration 13Q: 3 clusters Score -8442368 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8442475.000000 Penalty: 5316.023438
	Iteration 14Q: 3 clusters Score -8442475 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -8442606.000000 Penalty: 5316.023438
	Iteration 15Q: 3 clusters Score -8442606 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8442679.000000 Penalty: 5316.023438
	Iteration 16Q: 3 clusters Score -8442679 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -8442745.000000 Penalty: 5316.023438
	Iteration 17Q: 3 clusters Score -8442745 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -8442789.000000 Penalty: 5316.023438
	Iteration 18Q: 3 clusters Score -8442789 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8442815.000000 Penalty: 5316.023438
	Iteration 19Q: 3 clusters Score -8442815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -8442843.000000 Penalty: 5316.023438
	Iteration 20F: 3 clusters Score -8442843 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -8442867.000000 Penalty: 5316.023438
	Iteration 21Q: 3 clusters Score -8442867 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -8442864.000000 Penalty: 5316.023438
	Iteration 22Q: 3 clusters Score -8442864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -8442873.000000 Penalty: 5316.023438
	Iteration 23Q: 3 clusters Score -8442873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -8442891.000000 Penalty: 5316.023438
	Iteration 24Q: 3 clusters Score -8442891 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -8442912.000000 Penalty: 5316.023438
	Iteration 25Q: 3 clusters Score -8442912 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -8442914.000000 Penalty: 5316.023438
	Iteration 26Q: 3 clusters Score -8442914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -8442934.000000 Penalty: 5316.023438
	Iteration 27Q: 3 clusters Score -8442934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -8442952.000000 Penalty: 5316.023438
	Iteration 28Q: 3 clusters Score -8442952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -8442942.000000 Penalty: 5316.023438
	Iteration 29Q: 3 clusters Score -8442942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -8442939.000000 Penalty: 5316.023438
	Iteration 30Q: 3 clusters Score -8442939 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -8442946.000000 Penalty: 5316.023438
	Iteration 31Q: 3 clusters Score -8442946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -8442937.000000 Penalty: 5316.023438
	Iteration 32Q: 3 clusters Score -8442937 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -8442953.000000 Penalty: 5316.023438
	Iteration 33Q: 3 clusters Score -8442953 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -8442956.000000 Penalty: 5316.023438
	Iteration 34Q: 3 clusters Score -8442956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -8442958.000000 Penalty: 5316.023438
	Iteration 35Q: 3 clusters Score -8442958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -8442945.000000 Penalty: 5316.023438
	Iteration 36Q: 3 clusters Score -8442945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8442951.000000 Penalty: 5316.023438
	Iteration 37Q: 3 clusters Score -8442951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8442945.000000 Penalty: 5316.023438
	Iteration 38Q: 3 clusters Score -8442945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -8442964.000000 Penalty: 5316.023438
	Iteration 39Q: 3 clusters Score -8442964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8442968.000000 Penalty: 5316.023438
	Iteration 40F: 3 clusters Score -8442968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -8442981.000000 Penalty: 5316.023438
	Iteration 41Q: 3 clusters Score -8442981 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8442976.000000 Penalty: 5316.023438
	Iteration 42Q: 3 clusters Score -8442976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -8442986.000000 Penalty: 5316.023438
	Iteration 43Q: 3 clusters Score -8442986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -8442977.000000 Penalty: 5316.023438
	Iteration 44Q: 3 clusters Score -8442977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8442988.000000 Penalty: 5316.023438
	Iteration 45Q: 3 clusters Score -8442988 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -8442997.000000 Penalty: 5316.023438
	Iteration 46Q: 3 clusters Score -8442997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -8443004.000000 Penalty: 5316.023438
	Iteration 47Q: 3 clusters Score -8443004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -8443016.000000 Penalty: 5316.023438
	Iteration 48Q: 3 clusters Score -8443016 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -8443024.000000 Penalty: 5316.023438
	Iteration 49Q: 3 clusters Score -8443024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8443030.000000 Penalty: 5316.023438
	Iteration 50Q: 3 clusters Score -8443030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -8443019.000000 Penalty: 5316.023438
	Iteration 51Q: 3 clusters Score -8443019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -8443025.000000 Penalty: 5316.023438
	Iteration 52Q: 3 clusters Score -8443025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -8443018.000000 Penalty: 5316.023438
	Iteration 53Q: 3 clusters Score -8443018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -8443013.000000 Penalty: 5316.023438
	Iteration 54Q: 3 clusters Score -8443013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8443016.000000 Penalty: 5316.023438
	Iteration 55Q: 3 clusters Score -8443016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8443022.000000 Penalty: 5316.023438
	Iteration 56Q: 3 clusters Score -8443022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8443023.000000 Penalty: 5316.023438
	Iteration 57Q: 3 clusters Score -8443023 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8443029.000000 Penalty: 5316.023438
	Iteration 58Q: 3 clusters Score -8443029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -8443029.000000 Penalty: 5316.023438
	Iteration 59Q: 3 clusters Score -8443029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -8443034.000000 Penalty: 5316.023438
	Iteration 60F: 3 clusters Score -8443034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8443041.000000 Penalty: 5316.023438
	Iteration 61Q: 3 clusters Score -8443041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -8443038.000000 Penalty: 5316.023438
	Iteration 62Q: 3 clusters Score -8443038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -8443044.000000 Penalty: 5316.023438
	Iteration 63Q: 3 clusters Score -8443044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8443047.000000 Penalty: 5316.023438
	Iteration 64Q: 3 clusters Score -8443047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8443047.000000 Penalty: 5316.023438
	Iteration 65Q: 3 clusters Score -8443047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -8443049.000000 Penalty: 5316.023438
	Iteration 66Q: 3 clusters Score -8443049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -8443042.000000 Penalty: 5316.023438
	Iteration 67Q: 3 clusters Score -8443042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -8443040.000000 Penalty: 5316.023438
	Iteration 68Q: 3 clusters Score -8443040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -8443042.000000 Penalty: 5316.023438
	Iteration 69Q: 3 clusters Score -8443042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8443037.000000 Penalty: 5316.023438
	Iteration 70Q: 3 clusters Score -8443037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8443039.000000 Penalty: 5316.023438
	Iteration 71Q: 3 clusters Score -8443039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8443038.000000 Penalty: 5316.023438
	Iteration 72Q: 3 clusters Score -8443038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -8443037.000000 Penalty: 5316.023438
	Iteration 73Q: 3 clusters Score -8443037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -8443042.000000 Penalty: 5316.023438
	Iteration 74Q: 3 clusters Score -8443042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -8443048.000000 Penalty: 5316.023438
	Iteration 75Q: 3 clusters Score -8443048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8443051.000000 Penalty: 5316.023438
	Iteration 76Q: 3 clusters Score -8443051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -8443041.000000 Penalty: 5316.023438
	Iteration 77Q: 3 clusters Score -8443041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -8443041.000000 Penalty: 5316.023438
	Iteration 78F: 3 clusters Score -8443041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -123915.765625 Penalty: 1632.342163
	Iteration 0F: 2 clusters Score -123915.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -122226.773438 Penalty: 3264.684326
	Iteration 0F: 3 clusters Score -122226.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -122617.101562 Penalty: 3264.684326
	Iteration 1F: 3 clusters Score -122617.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -122838.570312 Penalty: 3264.684326
	Iteration 2F: 3 clusters Score -122838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -122993.093750 Penalty: 3264.684326
	Iteration 3F: 3 clusters Score -122993.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -123107.390625 Penalty: 3264.684326
	Iteration 4F: 3 clusters Score -123107.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -123184.804688 Penalty: 3264.684326
	Iteration 5Q: 3 clusters Score -123184.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -123243.976562 Penalty: 3264.684326
	Iteration 6Q: 3 clusters Score -123244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -123277.976562 Penalty: 3264.684326
	Iteration 7Q: 3 clusters Score -123278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -123299.812500 Penalty: 3264.684326
	Iteration 8Q: 3 clusters Score -123299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -123304.796875 Penalty: 3264.684326
	Iteration 9Q: 3 clusters Score -123304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -123312.632812 Penalty: 3264.684326
	Iteration 10Q: 3 clusters Score -123312.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -123314.820312 Penalty: 3264.684326
	Iteration 11Q: 3 clusters Score -123314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -123314.820312 Penalty: 3264.684326
	Iteration 12F: 3 clusters Score -123314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Entering Unmasked Estep 
Score: -8522351.000000 Penalty: 2660.813721
	Iteration 0F: 2 clusters Score -8522351 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8492301.000000 Penalty: 5321.627441
	Iteration 0F: 3 clusters Score -8492301 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8504144.000000 Penalty: 5321.627441
	Iteration 1F: 3 clusters Score -8504144 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8504698.000000 Penalty: 5321.627441
	Iteration 2Q: 3 clusters Score -8504698 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8505237.000000 Penalty: 5321.627441
	Iteration 3Q: 3 clusters Score -8505237 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8505846.000000 Penalty: 5321.627441
	Iteration 4Q: 3 clusters Score -8505846 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8506742.000000 Penalty: 5321.627441
	Iteration 5Q: 3 clusters Score -8506742 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -8507933.000000 Penalty: 5321.627441
	Iteration 6Q: 3 clusters Score -8507933 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8509435.000000 Penalty: 5321.627441
	Iteration 7F: 3 clusters Score -8509435 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8511049.000000 Penalty: 5321.627441
	Iteration 8F: 3 clusters Score -8511049 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8512825.000000 Penalty: 5321.627441
	Iteration 9F: 3 clusters Score -8512825 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8514513.000000 Penalty: 5321.627441
	Iteration 10F: 3 clusters Score -8514513 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -8515731.000000 Penalty: 5321.627441
	Iteration 11F: 3 clusters Score -8515731 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8516379.000000 Penalty: 5321.627441
	Iteration 12Q: 3 clusters Score -8516379 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8516706.000000 Penalty: 5321.627441
	Iteration 13Q: 3 clusters Score -8516706 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -8516869.000000 Penalty: 5321.627441
	Iteration 14Q: 3 clusters Score -8516869 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -8517029.000000 Penalty: 5321.627441
	Iteration 15Q: 3 clusters Score -8517029 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -8517151.000000 Penalty: 5321.627441
	Iteration 16Q: 3 clusters Score -8517151 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -8517285.000000 Penalty: 5321.627441
	Iteration 17Q: 3 clusters Score -8517285 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -8517434.000000 Penalty: 5321.627441
	Iteration 18Q: 3 clusters Score -8517434 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -8517579.000000 Penalty: 5321.627441
	Iteration 19Q: 3 clusters Score -8517579 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8517735.000000 Penalty: 5321.627441
	Iteration 20F: 3 clusters Score -8517735 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8517910.000000 Penalty: 5321.627441
	Iteration 21Q: 3 clusters Score -8517910 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -8518128.000000 Penalty: 5321.627441
	Iteration 22Q: 3 clusters Score -8518128 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8518343.000000 Penalty: 5321.627441
	Iteration 23Q: 3 clusters Score -8518343 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -8518551.000000 Penalty: 5321.627441
	Iteration 24Q: 3 clusters Score -8518551 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -8518760.000000 Penalty: 5321.627441
	Iteration 25Q: 3 clusters Score -8518760 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -8518959.000000 Penalty: 5321.627441
	Iteration 26Q: 3 clusters Score -8518959 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -8519165.000000 Penalty: 5321.627441
	Iteration 27Q: 3 clusters Score -8519165 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -8519404.000000 Penalty: 5321.627441
	Iteration 28Q: 3 clusters Score -8519404 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -8519622.000000 Penalty: 5321.627441
	Iteration 29Q: 3 clusters Score -8519622 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -8519771.000000 Penalty: 5321.627441
	Iteration 30Q: 3 clusters Score -8519771 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -8519892.000000 Penalty: 5321.627441
	Iteration 31Q: 3 clusters Score -8519892 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -8520018.000000 Penalty: 5321.627441
	Iteration 32Q: 3 clusters Score -8520018 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -8520147.000000 Penalty: 5321.627441
	Iteration 33Q: 3 clusters Score -8520147 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -8520249.000000 Penalty: 5321.627441
	Iteration 34Q: 3 clusters Score -8520249 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -8520322.000000 Penalty: 5321.627441
	Iteration 35Q: 3 clusters Score -8520322 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -8520385.000000 Penalty: 5321.627441
	Iteration 36Q: 3 clusters Score -8520385 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -8520502.000000 Penalty: 5321.627441
	Iteration 37Q: 3 clusters Score -8520502 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -8520577.000000 Penalty: 5321.627441
	Iteration 38Q: 3 clusters Score -8520577 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -8520668.000000 Penalty: 5321.627441
	Iteration 39Q: 3 clusters Score -8520668 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8520727.000000 Penalty: 5321.627441
	Iteration 40F: 3 clusters Score -8520727 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -8520799.000000 Penalty: 5321.627441
	Iteration 41Q: 3 clusters Score -8520799 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -8520855.000000 Penalty: 5321.627441
	Iteration 42Q: 3 clusters Score -8520855 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8520930.000000 Penalty: 5321.627441
	Iteration 43Q: 3 clusters Score -8520930 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -8520986.000000 Penalty: 5321.627441
	Iteration 44Q: 3 clusters Score -8520986 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -8521025.000000 Penalty: 5321.627441
	Iteration 45Q: 3 clusters Score -8521025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8521050.000000 Penalty: 5321.627441
	Iteration 46Q: 3 clusters Score -8521050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8521060.000000 Penalty: 5321.627441
	Iteration 47Q: 3 clusters Score -8521060 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -8521071.000000 Penalty: 5321.627441
	Iteration 48Q: 3 clusters Score -8521071 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8521065.000000 Penalty: 5321.627441
	Iteration 49Q: 3 clusters Score -8521065 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8521090.000000 Penalty: 5321.627441
	Iteration 50Q: 3 clusters Score -8521090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8521109.000000 Penalty: 5321.627441
	Iteration 51Q: 3 clusters Score -8521109 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -8521123.000000 Penalty: 5321.627441
	Iteration 52Q: 3 clusters Score -8521123 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8521127.000000 Penalty: 5321.627441
	Iteration 53Q: 3 clusters Score -8521127 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -8521143.000000 Penalty: 5321.627441
	Iteration 54Q: 3 clusters Score -8521143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -8521175.000000 Penalty: 5321.627441
	Iteration 55Q: 3 clusters Score -8521175 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8521206.000000 Penalty: 5321.627441
	Iteration 56Q: 3 clusters Score -8521206 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -8521227.000000 Penalty: 5321.627441
	Iteration 57Q: 3 clusters Score -8521227 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8521225.000000 Penalty: 5321.627441
	Iteration 58Q: 3 clusters Score -8521225 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8521258.000000 Penalty: 5321.627441
	Iteration 59Q: 3 clusters Score -8521258 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -8521254.000000 Penalty: 5321.627441
	Iteration 60F: 3 clusters Score -8521254 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8521258.000000 Penalty: 5321.627441
	Iteration 61Q: 3 clusters Score -8521258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -8521272.000000 Penalty: 5321.627441
	Iteration 62Q: 3 clusters Score -8521272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8521280.000000 Penalty: 5321.627441
	Iteration 63Q: 3 clusters Score -8521280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -8521287.000000 Penalty: 5321.627441
	Iteration 64Q: 3 clusters Score -8521287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -8521298.000000 Penalty: 5321.627441
	Iteration 65Q: 3 clusters Score -8521298 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8521305.000000 Penalty: 5321.627441
	Iteration 66Q: 3 clusters Score -8521305 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8521328.000000 Penalty: 5321.627441
	Iteration 67Q: 3 clusters Score -8521328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -8521343.000000 Penalty: 5321.627441
	Iteration 68Q: 3 clusters Score -8521343 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -8521355.000000 Penalty: 5321.627441
	Iteration 69Q: 3 clusters Score -8521355 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8521360.000000 Penalty: 5321.627441
	Iteration 70Q: 3 clusters Score -8521360 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8521376.000000 Penalty: 5321.627441
	Iteration 71Q: 3 clusters Score -8521376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8521384.000000 Penalty: 5321.627441
	Iteration 72Q: 3 clusters Score -8521384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8521395.000000 Penalty: 5321.627441
	Iteration 73Q: 3 clusters Score -8521395 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -8521411.000000 Penalty: 5321.627441
	Iteration 74Q: 3 clusters Score -8521411 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -8521412.000000 Penalty: 5321.627441
	Iteration 75Q: 3 clusters Score -8521412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8521421.000000 Penalty: 5321.627441
	Iteration 76Q: 3 clusters Score -8521421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8521417.000000 Penalty: 5321.627441
	Iteration 77Q: 3 clusters Score -8521417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8521415.000000 Penalty: 5321.627441
	Iteration 78Q: 3 clusters Score -8521415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8521438.000000 Penalty: 5321.627441
	Iteration 79Q: 3 clusters Score -8521438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8521435.000000 Penalty: 5321.627441
	Iteration 80F: 3 clusters Score -8521435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -8521450.000000 Penalty: 5321.627441
	Iteration 81Q: 3 clusters Score -8521450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8521460.000000 Penalty: 5321.627441
	Iteration 82Q: 3 clusters Score -8521460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8521473.000000 Penalty: 5321.627441
	Iteration 83Q: 3 clusters Score -8521473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8521483.000000 Penalty: 5321.627441
	Iteration 84Q: 3 clusters Score -8521483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8521473.000000 Penalty: 5321.627441
	Iteration 85Q: 3 clusters Score -8521473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -8521483.000000 Penalty: 5321.627441
	Iteration 86Q: 3 clusters Score -8521483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8521498.000000 Penalty: 5321.627441
	Iteration 87Q: 3 clusters Score -8521498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -8521494.000000 Penalty: 5321.627441
	Iteration 88Q: 3 clusters Score -8521494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8521506.000000 Penalty: 5321.627441
	Iteration 89Q: 3 clusters Score -8521506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8521490.000000 Penalty: 5321.627441
	Iteration 90Q: 3 clusters Score -8521490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8521495.000000 Penalty: 5321.627441
	Iteration 91Q: 3 clusters Score -8521495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8521495.000000 Penalty: 5321.627441
	Iteration 92Q: 3 clusters Score -8521495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8521473.000000 Penalty: 5321.627441
	Iteration 93Q: 3 clusters Score -8521473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8521489.000000 Penalty: 5321.627441
	Iteration 94Q: 3 clusters Score -8521489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8521488.000000 Penalty: 5321.627441
	Iteration 95Q: 3 clusters Score -8521488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8521498.000000 Penalty: 5321.627441
	Iteration 96Q: 3 clusters Score -8521498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8521503.000000 Penalty: 5321.627441
	Iteration 97Q: 3 clusters Score -8521503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8521506.000000 Penalty: 5321.627441
	Iteration 98Q: 3 clusters Score -8521506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8521497.000000 Penalty: 5321.627441
	Iteration 99Q: 3 clusters Score -8521497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8521498.000000 Penalty: 5321.627441
	Iteration 100F: 3 clusters Score -8521498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8521499.000000 Penalty: 5321.627441
	Iteration 101Q: 3 clusters Score -8521499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8521498.000000 Penalty: 5321.627441
	Iteration 102Q: 3 clusters Score -8521498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8521500.000000 Penalty: 5321.627441
	Iteration 103Q: 3 clusters Score -8521500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8521503.000000 Penalty: 5321.627441
	Iteration 104Q: 3 clusters Score -8521503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8521501.000000 Penalty: 5321.627441
	Iteration 105Q: 3 clusters Score -8521501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8521501.000000 Penalty: 5321.627441
	Iteration 106Q: 3 clusters Score -8521501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8521504.000000 Penalty: 5321.627441
	Iteration 107Q: 3 clusters Score -8521504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -8521506.000000 Penalty: 5321.627441
	Iteration 108Q: 3 clusters Score -8521506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -8521505.000000 Penalty: 5321.627441
	Iteration 109Q: 3 clusters Score -8521505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8521507.000000 Penalty: 5321.627441
	Iteration 110Q: 3 clusters Score -8521507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8521507.000000 Penalty: 5321.627441
	Iteration 111F: 3 clusters Score -8521507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Entering Unmasked Estep 
Score: -9424977.000000 Penalty: 2683.741211
	Iteration 0F: 2 clusters Score -9424977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -9394523.000000 Penalty: 5367.482422
	Iteration 0F: 3 clusters Score -9394523 nChanged 23123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -9407322.000000 Penalty: 5367.482422
	Iteration 1F: 3 clusters Score -9407322 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -9408011.000000 Penalty: 5367.482422
	Iteration 2Q: 3 clusters Score -9408011 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -9408959.000000 Penalty: 5367.482422
	Iteration 3Q: 3 clusters Score -9408959 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -9410382.000000 Penalty: 5367.482422
	Iteration 4F: 3 clusters Score -9410382 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -9412574.000000 Penalty: 5367.482422
	Iteration 5F: 3 clusters Score -9412574 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -9415650.000000 Penalty: 5367.482422
	Iteration 6F: 3 clusters Score -9415650 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -9419181.000000 Penalty: 5367.482422
	Iteration 7F: 3 clusters Score -9419181 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -9421617.000000 Penalty: 5367.482422
	Iteration 8F: 3 clusters Score -9421617 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9422416.000000 Penalty: 5367.482422
	Iteration 9Q: 3 clusters Score -9422416 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9422621.000000 Penalty: 5367.482422
	Iteration 10Q: 3 clusters Score -9422621 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9422714.000000 Penalty: 5367.482422
	Iteration 11Q: 3 clusters Score -9422714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9422770.000000 Penalty: 5367.482422
	Iteration 12Q: 3 clusters Score -9422770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9422835.000000 Penalty: 5367.482422
	Iteration 13Q: 3 clusters Score -9422835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9422861.000000 Penalty: 5367.482422
	Iteration 14Q: 3 clusters Score -9422861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9422886.000000 Penalty: 5367.482422
	Iteration 15Q: 3 clusters Score -9422886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9422887.000000 Penalty: 5367.482422
	Iteration 16Q: 3 clusters Score -9422887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9422893.000000 Penalty: 5367.482422
	Iteration 17Q: 3 clusters Score -9422893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9422908.000000 Penalty: 5367.482422
	Iteration 18Q: 3 clusters Score -9422908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9422910.000000 Penalty: 5367.482422
	Iteration 19Q: 3 clusters Score -9422910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9422912.000000 Penalty: 5367.482422
	Iteration 20F: 3 clusters Score -9422912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9422913.000000 Penalty: 5367.482422
	Iteration 21Q: 3 clusters Score -9422913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9422915.000000 Penalty: 5367.482422
	Iteration 22Q: 3 clusters Score -9422915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9422915.000000 Penalty: 5367.482422
	Iteration 23Q: 3 clusters Score -9422915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9422918.000000 Penalty: 5367.482422
	Iteration 24Q: 3 clusters Score -9422918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9422918.000000 Penalty: 5367.482422
	Iteration 25F: 3 clusters Score -9422918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Entering Unmasked Estep 
Score: -1294135.625000 Penalty: 2195.319092
	Iteration 0F: 2 clusters Score -1294136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1288376.625000 Penalty: 4390.638184
	Iteration 0F: 3 clusters Score -1288377 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1289885.000000 Penalty: 4390.638184
	Iteration 1F: 3 clusters Score -1289885 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1290127.500000 Penalty: 4390.638184
	Iteration 2F: 3 clusters Score -1290128 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1290315.250000 Penalty: 4390.638184
	Iteration 3F: 3 clusters Score -1290315 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1290444.500000 Penalty: 4390.638184
	Iteration 4Q: 3 clusters Score -1290444 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1290577.500000 Penalty: 4390.638184
	Iteration 5Q: 3 clusters Score -1290578 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1290705.250000 Penalty: 4390.638184
	Iteration 6Q: 3 clusters Score -1290705 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1290843.750000 Penalty: 4390.638184
	Iteration 7Q: 3 clusters Score -1290844 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1290953.875000 Penalty: 4390.638184
	Iteration 8Q: 3 clusters Score -1290954 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1291042.500000 Penalty: 4390.638184
	Iteration 9Q: 3 clusters Score -1291042 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1291130.750000 Penalty: 4390.638184
	Iteration 10Q: 3 clusters Score -1291131 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1291201.375000 Penalty: 4390.638184
	Iteration 11Q: 3 clusters Score -1291201 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1291279.125000 Penalty: 4390.638184
	Iteration 12Q: 3 clusters Score -1291279 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1291353.625000 Penalty: 4390.638184
	Iteration 13Q: 3 clusters Score -1291354 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1291428.750000 Penalty: 4390.638184
	Iteration 14Q: 3 clusters Score -1291429 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1291507.500000 Penalty: 4390.638184
	Iteration 15Q: 3 clusters Score -1291508 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1291573.625000 Penalty: 4390.638184
	Iteration 16Q: 3 clusters Score -1291574 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1291631.375000 Penalty: 4390.638184
	Iteration 17Q: 3 clusters Score -1291631 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1291691.125000 Penalty: 4390.638184
	Iteration 18Q: 3 clusters Score -1291691 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1291747.625000 Penalty: 4390.638184
	Iteration 19Q: 3 clusters Score -1291748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1291786.750000 Penalty: 4390.638184
	Iteration 20F: 3 clusters Score -1291787 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1291817.000000 Penalty: 4390.638184
	Iteration 21Q: 3 clusters Score -1291817 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1291831.125000 Penalty: 4390.638184
	Iteration 22Q: 3 clusters Score -1291831 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1291847.250000 Penalty: 4390.638184
	Iteration 23Q: 3 clusters Score -1291847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1291871.750000 Penalty: 4390.638184
	Iteration 24Q: 3 clusters Score -1291872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1291884.375000 Penalty: 4390.638184
	Iteration 25Q: 3 clusters Score -1291884 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1291895.000000 Penalty: 4390.638184
	Iteration 26Q: 3 clusters Score -1291895 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1291909.500000 Penalty: 4390.638184
	Iteration 27Q: 3 clusters Score -1291910 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1291921.250000 Penalty: 4390.638184
	Iteration 28Q: 3 clusters Score -1291921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1291929.375000 Penalty: 4390.638184
	Iteration 29Q: 3 clusters Score -1291929 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1291938.875000 Penalty: 4390.638184
	Iteration 30Q: 3 clusters Score -1291939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1291945.750000 Penalty: 4390.638184
	Iteration 31Q: 3 clusters Score -1291946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1291945.375000 Penalty: 4390.638184
	Iteration 32Q: 3 clusters Score -1291945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1291954.375000 Penalty: 4390.638184
	Iteration 33Q: 3 clusters Score -1291954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1291958.000000 Penalty: 4390.638184
	Iteration 34Q: 3 clusters Score -1291958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1291959.250000 Penalty: 4390.638184
	Iteration 35Q: 3 clusters Score -1291959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1291961.000000 Penalty: 4390.638184
	Iteration 36Q: 3 clusters Score -1291961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1291967.500000 Penalty: 4390.638184
	Iteration 37Q: 3 clusters Score -1291968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1291969.375000 Penalty: 4390.638184
	Iteration 38Q: 3 clusters Score -1291969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1291970.625000 Penalty: 4390.638184
	Iteration 39Q: 3 clusters Score -1291971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1291973.875000 Penalty: 4390.638184
	Iteration 40F: 3 clusters Score -1291974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1291977.500000 Penalty: 4390.638184
	Iteration 41Q: 3 clusters Score -1291978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291976.125000 Penalty: 4390.638184
	Iteration 42Q: 3 clusters Score -1291976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291976.875000 Penalty: 4390.638184
	Iteration 43Q: 3 clusters Score -1291977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1291976.875000 Penalty: 4390.638184
	Iteration 44F: 3 clusters Score -1291977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -195984.421875 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -195984.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -193932.812500 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -193932.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -194406.859375 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -194406.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -194667.218750 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -194667.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -194848.421875 Penalty: 3520.794434
	Iteration 3F: 3 clusters Score -194848.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -194951.953125 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -194952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -195022.546875 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -195022.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -195084.312500 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -195084.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -195128.578125 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -195128.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -195208.500000 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -195208.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -195351.218750 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -195351.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -195442.593750 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -195442.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -195479.515625 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -195479.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -195538.484375 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -195538.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -195607.531250 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -195607.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -195669.531250 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -195669.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -195724.859375 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -195724.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -195807.250000 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -195807.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -195907.828125 Penalty: 3520.794434
	Iteration 17Q: 3 clusters Score -195907.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -195970.437500 Penalty: 3520.794434
	Iteration 18Q: 3 clusters Score -195970.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -196016.500000 Penalty: 3520.794434
	Iteration 19Q: 3 clusters Score -196016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -196040.968750 Penalty: 3520.794434
	Iteration 20F: 3 clusters Score -196041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -196052.734375 Penalty: 3520.794434
	Iteration 21Q: 3 clusters Score -196052.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -196067.812500 Penalty: 3520.794434
	Iteration 22Q: 3 clusters Score -196067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -196079.140625 Penalty: 3520.794434
	Iteration 23Q: 3 clusters Score -196079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196091.171875 Penalty: 3520.794434
	Iteration 24Q: 3 clusters Score -196091.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196093.109375 Penalty: 3520.794434
	Iteration 25Q: 3 clusters Score -196093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196093.109375 Penalty: 3520.794434
	Iteration 26F: 3 clusters Score -196093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 42858 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 50088 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 831 members 
Mstep: Class 13 contains 44765 members 
Mstep: Class 14 contains 17104 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 27575 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50250 members 
Mstep: Class 23 contains 36387 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47662 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 52551 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 52754 members 
Mstep: Class 31 contains 39797 members 
Mstep: Class 32 contains 379 members 
Entering Unmasked Estep 
Score: -137150992.000000 Penalty: 107320.632812
Splitting cluster 12 changes total score from -137152384.000000 to -137150992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Entering Unmasked Estep 
Score: -8374043.500000 Penalty: 2655.877197
	Iteration 0F: 2 clusters Score -8374044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -8344679.500000 Penalty: 5311.754395
	Iteration 0F: 3 clusters Score -8344680 nChanged 20651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -8356160.500000 Penalty: 5311.754395
	Iteration 1F: 3 clusters Score -8356160 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -8356818.500000 Penalty: 5311.754395
	Iteration 2Q: 3 clusters Score -8356818 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8357713.500000 Penalty: 5311.754395
	Iteration 3Q: 3 clusters Score -8357714 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -8358902.500000 Penalty: 5311.754395
	Iteration 4Q: 3 clusters Score -8358902 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -8360504.000000 Penalty: 5311.754395
	Iteration 5F: 3 clusters Score -8360504 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -8362713.000000 Penalty: 5311.754395
	Iteration 6F: 3 clusters Score -8362713 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8365082.000000 Penalty: 5311.754395
	Iteration 7F: 3 clusters Score -8365082 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -8367135.500000 Penalty: 5311.754395
	Iteration 8F: 3 clusters Score -8367136 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8368720.000000 Penalty: 5311.754395
	Iteration 9Q: 3 clusters Score -8368720 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8369876.000000 Penalty: 5311.754395
	Iteration 10Q: 3 clusters Score -8369876 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8370571.500000 Penalty: 5311.754395
	Iteration 11Q: 3 clusters Score -8370572 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8371004.500000 Penalty: 5311.754395
	Iteration 12Q: 3 clusters Score -8371004 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8371271.500000 Penalty: 5311.754395
	Iteration 13Q: 3 clusters Score -8371272 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8371446.500000 Penalty: 5311.754395
	Iteration 14Q: 3 clusters Score -8371446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8371545.500000 Penalty: 5311.754395
	Iteration 15Q: 3 clusters Score -8371546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8371618.500000 Penalty: 5311.754395
	Iteration 16Q: 3 clusters Score -8371618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8371646.000000 Penalty: 5311.754395
	Iteration 17Q: 3 clusters Score -8371646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8371688.000000 Penalty: 5311.754395
	Iteration 18Q: 3 clusters Score -8371688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8371720.500000 Penalty: 5311.754395
	Iteration 19Q: 3 clusters Score -8371720 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8371731.500000 Penalty: 5311.754395
	Iteration 20F: 3 clusters Score -8371732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8371762.000000 Penalty: 5311.754395
	Iteration 21Q: 3 clusters Score -8371762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8371780.000000 Penalty: 5311.754395
	Iteration 22Q: 3 clusters Score -8371780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8371804.500000 Penalty: 5311.754395
	Iteration 23Q: 3 clusters Score -8371804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8371804.500000 Penalty: 5311.754395
	Iteration 24Q: 3 clusters Score -8371804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8371817.000000 Penalty: 5311.754395
	Iteration 25Q: 3 clusters Score -8371817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8371824.000000 Penalty: 5311.754395
	Iteration 26Q: 3 clusters Score -8371824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8371836.500000 Penalty: 5311.754395
	Iteration 27Q: 3 clusters Score -8371836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8371847.000000 Penalty: 5311.754395
	Iteration 28Q: 3 clusters Score -8371847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8371854.500000 Penalty: 5311.754395
	Iteration 29Q: 3 clusters Score -8371854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8371860.000000 Penalty: 5311.754395
	Iteration 30Q: 3 clusters Score -8371860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8371864.500000 Penalty: 5311.754395
	Iteration 31Q: 3 clusters Score -8371864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8371864.000000 Penalty: 5311.754395
	Iteration 32Q: 3 clusters Score -8371864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8371864.000000 Penalty: 5311.754395
	Iteration 33Q: 3 clusters Score -8371864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8371861.500000 Penalty: 5311.754395
	Iteration 34Q: 3 clusters Score -8371862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8371865.500000 Penalty: 5311.754395
	Iteration 35Q: 3 clusters Score -8371866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8371863.000000 Penalty: 5311.754395
	Iteration 36Q: 3 clusters Score -8371863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8371872.000000 Penalty: 5311.754395
	Iteration 37Q: 3 clusters Score -8371872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8371870.000000 Penalty: 5311.754395
	Iteration 38Q: 3 clusters Score -8371870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8371860.000000 Penalty: 5311.754395
	Iteration 39Q: 3 clusters Score -8371860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8371863.500000 Penalty: 5311.754395
	Iteration 40F: 3 clusters Score -8371864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8371868.500000 Penalty: 5311.754395
	Iteration 41Q: 3 clusters Score -8371868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8371864.000000 Penalty: 5311.754395
	Iteration 42Q: 3 clusters Score -8371864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8371868.000000 Penalty: 5311.754395
	Iteration 43Q: 3 clusters Score -8371868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8371867.500000 Penalty: 5311.754395
	Iteration 44Q: 3 clusters Score -8371868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8371869.500000 Penalty: 5311.754395
	Iteration 45Q: 3 clusters Score -8371870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8371874.500000 Penalty: 5311.754395
	Iteration 46Q: 3 clusters Score -8371874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8371872.500000 Penalty: 5311.754395
	Iteration 47Q: 3 clusters Score -8371872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8371875.000000 Penalty: 5311.754395
	Iteration 48Q: 3 clusters Score -8371875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8371875.000000 Penalty: 5311.754395
	Iteration 49F: 3 clusters Score -8371875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Entering Unmasked Estep 
Score: -3096297.000000 Penalty: 2417.272705
	Iteration 0F: 2 clusters Score -3096297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -3084095.250000 Penalty: 4834.545410
	Iteration 0F: 3 clusters Score -3084095 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -3088146.000000 Penalty: 4834.545410
	Iteration 1F: 3 clusters Score -3088146 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -3088439.750000 Penalty: 4834.545410
	Iteration 2Q: 3 clusters Score -3088440 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -3088670.750000 Penalty: 4834.545410
	Iteration 3Q: 3 clusters Score -3088671 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3088856.500000 Penalty: 4834.545410
	Iteration 4Q: 3 clusters Score -3088856 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3089042.250000 Penalty: 4834.545410
	Iteration 5Q: 3 clusters Score -3089042 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -3089208.750000 Penalty: 4834.545410
	Iteration 6Q: 3 clusters Score -3089209 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3089361.500000 Penalty: 4834.545410
	Iteration 7Q: 3 clusters Score -3089362 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3089541.250000 Penalty: 4834.545410
	Iteration 8Q: 3 clusters Score -3089541 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3089741.500000 Penalty: 4834.545410
	Iteration 9Q: 3 clusters Score -3089742 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3089977.250000 Penalty: 4834.545410
	Iteration 10Q: 3 clusters Score -3089977 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -3090256.500000 Penalty: 4834.545410
	Iteration 11Q: 3 clusters Score -3090256 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -3090626.250000 Penalty: 4834.545410
	Iteration 12Q: 3 clusters Score -3090626 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3091103.500000 Penalty: 4834.545410
	Iteration 13Q: 3 clusters Score -3091104 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3091637.750000 Penalty: 4834.545410
	Iteration 14Q: 3 clusters Score -3091638 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3092154.250000 Penalty: 4834.545410
	Iteration 15Q: 3 clusters Score -3092154 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3092629.250000 Penalty: 4834.545410
	Iteration 16Q: 3 clusters Score -3092629 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3093028.500000 Penalty: 4834.545410
	Iteration 17Q: 3 clusters Score -3093028 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3093354.750000 Penalty: 4834.545410
	Iteration 18Q: 3 clusters Score -3093355 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3093611.000000 Penalty: 4834.545410
	Iteration 19Q: 3 clusters Score -3093611 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3093803.250000 Penalty: 4834.545410
	Iteration 20F: 3 clusters Score -3093803 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3093924.000000 Penalty: 4834.545410
	Iteration 21Q: 3 clusters Score -3093924 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3094024.750000 Penalty: 4834.545410
	Iteration 22Q: 3 clusters Score -3094025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3094086.750000 Penalty: 4834.545410
	Iteration 23Q: 3 clusters Score -3094087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -3094126.750000 Penalty: 4834.545410
	Iteration 24Q: 3 clusters Score -3094127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -3094148.250000 Penalty: 4834.545410
	Iteration 25Q: 3 clusters Score -3094148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -3094176.500000 Penalty: 4834.545410
	Iteration 26Q: 3 clusters Score -3094176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3094195.500000 Penalty: 4834.545410
	Iteration 27Q: 3 clusters Score -3094196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3094203.750000 Penalty: 4834.545410
	Iteration 28Q: 3 clusters Score -3094204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -3094208.750000 Penalty: 4834.545410
	Iteration 29Q: 3 clusters Score -3094209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3094210.250000 Penalty: 4834.545410
	Iteration 30Q: 3 clusters Score -3094210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -3094211.000000 Penalty: 4834.545410
	Iteration 31Q: 3 clusters Score -3094211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3094210.750000 Penalty: 4834.545410
	Iteration 32Q: 3 clusters Score -3094211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3094213.250000 Penalty: 4834.545410
	Iteration 33Q: 3 clusters Score -3094213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3094214.250000 Penalty: 4834.545410
	Iteration 34Q: 3 clusters Score -3094214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3094221.750000 Penalty: 4834.545410
	Iteration 35Q: 3 clusters Score -3094222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3094217.750000 Penalty: 4834.545410
	Iteration 36Q: 3 clusters Score -3094218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3094222.500000 Penalty: 4834.545410
	Iteration 37Q: 3 clusters Score -3094222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -3094224.500000 Penalty: 4834.545410
	Iteration 38Q: 3 clusters Score -3094224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3094227.750000 Penalty: 4834.545410
	Iteration 39Q: 3 clusters Score -3094228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3094231.000000 Penalty: 4834.545410
	Iteration 40F: 3 clusters Score -3094231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -97812.226562 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -97812.23 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 266 members 
Entering Unmasked Estep 
Score: -96259.664062 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -96259.66 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96500.867188 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -96500.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96580.531250 Penalty: 3134.208252
	Iteration 2F: 3 clusters Score -96580.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96611.390625 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -96611.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96638.554688 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -96638.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96666.523438 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -96666.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96690.109375 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -96690.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96710.335938 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -96710.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96729.429688 Penalty: 3134.208252
	Iteration 8Q: 3 clusters Score -96729.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -96743.085938 Penalty: 3134.208252
	Iteration 9Q: 3 clusters Score -96743.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -96750.726562 Penalty: 3134.208252
	Iteration 10Q: 3 clusters Score -96750.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96752.500000 Penalty: 3134.208252
	Iteration 11Q: 3 clusters Score -96752.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96752.500000 Penalty: 3134.208252
	Iteration 12F: 3 clusters Score -96752.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Entering Unmasked Estep 
Score: -7515909.500000 Penalty: 2631.505127
	Iteration 0F: 2 clusters Score -7515910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -7488607.000000 Penalty: 5263.010254
	Iteration 0F: 3 clusters Score -7488607 nChanged 18519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -7498822.500000 Penalty: 5263.010254
	Iteration 1F: 3 clusters Score -7498822 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -7499370.500000 Penalty: 5263.010254
	Iteration 2Q: 3 clusters Score -7499370 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -7499944.000000 Penalty: 5263.010254
	Iteration 3Q: 3 clusters Score -7499944 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -7500681.000000 Penalty: 5263.010254
	Iteration 4Q: 3 clusters Score -7500681 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -7501888.500000 Penalty: 5263.010254
	Iteration 5F: 3 clusters Score -7501888 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -7503454.500000 Penalty: 5263.010254
	Iteration 6F: 3 clusters Score -7503454 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -7505672.000000 Penalty: 5263.010254
	Iteration 7F: 3 clusters Score -7505672 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -7507971.000000 Penalty: 5263.010254
	Iteration 8F: 3 clusters Score -7507971 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -7509909.500000 Penalty: 5263.010254
	Iteration 9F: 3 clusters Score -7509910 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -7511111.500000 Penalty: 5263.010254
	Iteration 10Q: 3 clusters Score -7511112 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7511813.500000 Penalty: 5263.010254
	Iteration 11Q: 3 clusters Score -7511814 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -7512337.000000 Penalty: 5263.010254
	Iteration 12Q: 3 clusters Score -7512337 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -7512749.500000 Penalty: 5263.010254
	Iteration 13Q: 3 clusters Score -7512750 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7513064.000000 Penalty: 5263.010254
	Iteration 14Q: 3 clusters Score -7513064 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7513281.000000 Penalty: 5263.010254
	Iteration 15Q: 3 clusters Score -7513281 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -7513477.000000 Penalty: 5263.010254
	Iteration 16Q: 3 clusters Score -7513477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -7513618.500000 Penalty: 5263.010254
	Iteration 17Q: 3 clusters Score -7513618 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7513708.000000 Penalty: 5263.010254
	Iteration 18Q: 3 clusters Score -7513708 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -7513777.500000 Penalty: 5263.010254
	Iteration 19Q: 3 clusters Score -7513778 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7513837.500000 Penalty: 5263.010254
	Iteration 20F: 3 clusters Score -7513838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7513883.500000 Penalty: 5263.010254
	Iteration 21Q: 3 clusters Score -7513884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7513916.000000 Penalty: 5263.010254
	Iteration 22Q: 3 clusters Score -7513916 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7513949.000000 Penalty: 5263.010254
	Iteration 23Q: 3 clusters Score -7513949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -7513975.500000 Penalty: 5263.010254
	Iteration 24Q: 3 clusters Score -7513976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7513992.500000 Penalty: 5263.010254
	Iteration 25Q: 3 clusters Score -7513992 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7514000.500000 Penalty: 5263.010254
	Iteration 26Q: 3 clusters Score -7514000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7514005.500000 Penalty: 5263.010254
	Iteration 27Q: 3 clusters Score -7514006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7514026.000000 Penalty: 5263.010254
	Iteration 28Q: 3 clusters Score -7514026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -7514020.000000 Penalty: 5263.010254
	Iteration 29Q: 3 clusters Score -7514020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7514016.000000 Penalty: 5263.010254
	Iteration 30Q: 3 clusters Score -7514016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7514032.500000 Penalty: 5263.010254
	Iteration 31Q: 3 clusters Score -7514032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7514023.000000 Penalty: 5263.010254
	Iteration 32Q: 3 clusters Score -7514023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7514033.500000 Penalty: 5263.010254
	Iteration 33Q: 3 clusters Score -7514034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7514038.000000 Penalty: 5263.010254
	Iteration 34Q: 3 clusters Score -7514038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7514042.000000 Penalty: 5263.010254
	Iteration 35Q: 3 clusters Score -7514042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7514048.000000 Penalty: 5263.010254
	Iteration 36Q: 3 clusters Score -7514048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7514048.000000 Penalty: 5263.010254
	Iteration 37Q: 3 clusters Score -7514048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7514056.500000 Penalty: 5263.010254
	Iteration 38Q: 3 clusters Score -7514056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7514065.000000 Penalty: 5263.010254
	Iteration 39Q: 3 clusters Score -7514065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7514057.000000 Penalty: 5263.010254
	Iteration 40F: 3 clusters Score -7514057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7514061.000000 Penalty: 5263.010254
	Iteration 41Q: 3 clusters Score -7514061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7514061.000000 Penalty: 5263.010254
	Iteration 42F: 3 clusters Score -7514061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Entering Unmasked Estep 
Score: -5005387.500000 Penalty: 2527.924072
	Iteration 0F: 2 clusters Score -5005388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4987001.500000 Penalty: 5055.848145
	Iteration 0F: 3 clusters Score -4987002 nChanged 11911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -4993550.000000 Penalty: 5055.848145
	Iteration 1F: 3 clusters Score -4993550 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4994090.500000 Penalty: 5055.848145
	Iteration 2F: 3 clusters Score -4994090 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4994605.500000 Penalty: 5055.848145
	Iteration 3Q: 3 clusters Score -4994606 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -4995115.500000 Penalty: 5055.848145
	Iteration 4Q: 3 clusters Score -4995116 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4995722.000000 Penalty: 5055.848145
	Iteration 5Q: 3 clusters Score -4995722 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -4996522.000000 Penalty: 5055.848145
	Iteration 6F: 3 clusters Score -4996522 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -4997579.000000 Penalty: 5055.848145
	Iteration 7F: 3 clusters Score -4997579 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4998737.000000 Penalty: 5055.848145
	Iteration 8F: 3 clusters Score -4998737 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -4999888.500000 Penalty: 5055.848145
	Iteration 9F: 3 clusters Score -4999888 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -5000902.500000 Penalty: 5055.848145
	Iteration 10Q: 3 clusters Score -5000902 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5001633.000000 Penalty: 5055.848145
	Iteration 11Q: 3 clusters Score -5001633 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5002093.500000 Penalty: 5055.848145
	Iteration 12Q: 3 clusters Score -5002094 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -5002365.000000 Penalty: 5055.848145
	Iteration 13Q: 3 clusters Score -5002365 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5002518.000000 Penalty: 5055.848145
	Iteration 14Q: 3 clusters Score -5002518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5002613.500000 Penalty: 5055.848145
	Iteration 15Q: 3 clusters Score -5002614 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5002712.000000 Penalty: 5055.848145
	Iteration 16Q: 3 clusters Score -5002712 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5002798.500000 Penalty: 5055.848145
	Iteration 17Q: 3 clusters Score -5002798 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -5002872.500000 Penalty: 5055.848145
	Iteration 18Q: 3 clusters Score -5002872 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -5002917.500000 Penalty: 5055.848145
	Iteration 19Q: 3 clusters Score -5002918 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5002958.000000 Penalty: 5055.848145
	Iteration 20F: 3 clusters Score -5002958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5002984.000000 Penalty: 5055.848145
	Iteration 21Q: 3 clusters Score -5002984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5003015.000000 Penalty: 5055.848145
	Iteration 22Q: 3 clusters Score -5003015 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5003037.500000 Penalty: 5055.848145
	Iteration 23Q: 3 clusters Score -5003038 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5003061.500000 Penalty: 5055.848145
	Iteration 24Q: 3 clusters Score -5003062 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5003097.000000 Penalty: 5055.848145
	Iteration 25Q: 3 clusters Score -5003097 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5003124.000000 Penalty: 5055.848145
	Iteration 26Q: 3 clusters Score -5003124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5003131.000000 Penalty: 5055.848145
	Iteration 27Q: 3 clusters Score -5003131 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5003137.000000 Penalty: 5055.848145
	Iteration 28Q: 3 clusters Score -5003137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5003147.500000 Penalty: 5055.848145
	Iteration 29Q: 3 clusters Score -5003148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5003159.000000 Penalty: 5055.848145
	Iteration 30Q: 3 clusters Score -5003159 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5003168.000000 Penalty: 5055.848145
	Iteration 31Q: 3 clusters Score -5003168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5003173.500000 Penalty: 5055.848145
	Iteration 32Q: 3 clusters Score -5003174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5003180.500000 Penalty: 5055.848145
	Iteration 33Q: 3 clusters Score -5003180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5003180.000000 Penalty: 5055.848145
	Iteration 34Q: 3 clusters Score -5003180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5003193.500000 Penalty: 5055.848145
	Iteration 35Q: 3 clusters Score -5003194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5003198.000000 Penalty: 5055.848145
	Iteration 36Q: 3 clusters Score -5003198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5003211.000000 Penalty: 5055.848145
	Iteration 37Q: 3 clusters Score -5003211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5003218.000000 Penalty: 5055.848145
	Iteration 38Q: 3 clusters Score -5003218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5003216.500000 Penalty: 5055.848145
	Iteration 39Q: 3 clusters Score -5003216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5003223.500000 Penalty: 5055.848145
	Iteration 40F: 3 clusters Score -5003224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5003228.500000 Penalty: 5055.848145
	Iteration 41Q: 3 clusters Score -5003228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5003232.000000 Penalty: 5055.848145
	Iteration 42Q: 3 clusters Score -5003232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5003233.000000 Penalty: 5055.848145
	Iteration 43Q: 3 clusters Score -5003233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5003234.500000 Penalty: 5055.848145
	Iteration 44Q: 3 clusters Score -5003234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5003235.500000 Penalty: 5055.848145
	Iteration 45Q: 3 clusters Score -5003236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5003236.000000 Penalty: 5055.848145
	Iteration 46Q: 3 clusters Score -5003236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5003243.500000 Penalty: 5055.848145
	Iteration 47Q: 3 clusters Score -5003244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5003245.000000 Penalty: 5055.848145
	Iteration 48Q: 3 clusters Score -5003245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5003246.000000 Penalty: 5055.848145
	Iteration 49Q: 3 clusters Score -5003246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5003246.000000 Penalty: 5055.848145
	Iteration 50F: 3 clusters Score -5003246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -8833659.000000 Penalty: 2666.828369
	Iteration 0F: 2 clusters Score -8833659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8803661.000000 Penalty: 5333.656738
	Iteration 0F: 3 clusters Score -8803661 nChanged 21486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8815576.000000 Penalty: 5333.656738
	Iteration 1F: 3 clusters Score -8815576 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8816146.000000 Penalty: 5333.656738
	Iteration 2Q: 3 clusters Score -8816146 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8816633.000000 Penalty: 5333.656738
	Iteration 3Q: 3 clusters Score -8816633 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -8817141.000000 Penalty: 5333.656738
	Iteration 4Q: 3 clusters Score -8817141 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -8817728.000000 Penalty: 5333.656738
	Iteration 5Q: 3 clusters Score -8817728 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -8818389.000000 Penalty: 5333.656738
	Iteration 6Q: 3 clusters Score -8818389 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -8819141.000000 Penalty: 5333.656738
	Iteration 7Q: 3 clusters Score -8819141 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -8820246.000000 Penalty: 5333.656738
	Iteration 8Q: 3 clusters Score -8820246 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -8821763.000000 Penalty: 5333.656738
	Iteration 9Q: 3 clusters Score -8821763 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -8823533.000000 Penalty: 5333.656738
	Iteration 10F: 3 clusters Score -8823533 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8825453.000000 Penalty: 5333.656738
	Iteration 11F: 3 clusters Score -8825453 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -8827002.000000 Penalty: 5333.656738
	Iteration 12Q: 3 clusters Score -8827002 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -8827947.000000 Penalty: 5333.656738
	Iteration 13Q: 3 clusters Score -8827947 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -8828397.000000 Penalty: 5333.656738
	Iteration 14Q: 3 clusters Score -8828397 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8828695.000000 Penalty: 5333.656738
	Iteration 15Q: 3 clusters Score -8828695 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8828918.000000 Penalty: 5333.656738
	Iteration 16Q: 3 clusters Score -8828918 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -8829094.000000 Penalty: 5333.656738
	Iteration 17Q: 3 clusters Score -8829094 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -8829259.000000 Penalty: 5333.656738
	Iteration 18Q: 3 clusters Score -8829259 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8829416.000000 Penalty: 5333.656738
	Iteration 19Q: 3 clusters Score -8829416 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8829586.000000 Penalty: 5333.656738
	Iteration 20F: 3 clusters Score -8829586 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8829737.000000 Penalty: 5333.656738
	Iteration 21Q: 3 clusters Score -8829737 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -8829902.000000 Penalty: 5333.656738
	Iteration 22Q: 3 clusters Score -8829902 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -8830036.000000 Penalty: 5333.656738
	Iteration 23Q: 3 clusters Score -8830036 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8830211.000000 Penalty: 5333.656738
	Iteration 24Q: 3 clusters Score -8830211 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -8830351.000000 Penalty: 5333.656738
	Iteration 25Q: 3 clusters Score -8830351 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -8830473.000000 Penalty: 5333.656738
	Iteration 26Q: 3 clusters Score -8830473 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8830598.000000 Penalty: 5333.656738
	Iteration 27Q: 3 clusters Score -8830598 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -8830774.000000 Penalty: 5333.656738
	Iteration 28Q: 3 clusters Score -8830774 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8830944.000000 Penalty: 5333.656738
	Iteration 29Q: 3 clusters Score -8830944 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8831066.000000 Penalty: 5333.656738
	Iteration 30Q: 3 clusters Score -8831066 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -8831168.000000 Penalty: 5333.656738
	Iteration 31Q: 3 clusters Score -8831168 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8831272.000000 Penalty: 5333.656738
	Iteration 32Q: 3 clusters Score -8831272 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -8831333.000000 Penalty: 5333.656738
	Iteration 33Q: 3 clusters Score -8831333 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8831418.000000 Penalty: 5333.656738
	Iteration 34Q: 3 clusters Score -8831418 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8831481.000000 Penalty: 5333.656738
	Iteration 35Q: 3 clusters Score -8831481 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8831519.000000 Penalty: 5333.656738
	Iteration 36Q: 3 clusters Score -8831519 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8831603.000000 Penalty: 5333.656738
	Iteration 37Q: 3 clusters Score -8831603 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8831621.000000 Penalty: 5333.656738
	Iteration 38Q: 3 clusters Score -8831621 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8831645.000000 Penalty: 5333.656738
	Iteration 39Q: 3 clusters Score -8831645 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8831680.000000 Penalty: 5333.656738
	Iteration 40F: 3 clusters Score -8831680 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8831692.000000 Penalty: 5333.656738
	Iteration 41Q: 3 clusters Score -8831692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8831716.000000 Penalty: 5333.656738
	Iteration 42Q: 3 clusters Score -8831716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8831730.000000 Penalty: 5333.656738
	Iteration 43Q: 3 clusters Score -8831730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8831744.000000 Penalty: 5333.656738
	Iteration 44Q: 3 clusters Score -8831744 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8831766.000000 Penalty: 5333.656738
	Iteration 45Q: 3 clusters Score -8831766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8831759.000000 Penalty: 5333.656738
	Iteration 46Q: 3 clusters Score -8831759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8831777.000000 Penalty: 5333.656738
	Iteration 47Q: 3 clusters Score -8831777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8831772.000000 Penalty: 5333.656738
	Iteration 48Q: 3 clusters Score -8831772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8831768.000000 Penalty: 5333.656738
	Iteration 49Q: 3 clusters Score -8831768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8831791.000000 Penalty: 5333.656738
	Iteration 50Q: 3 clusters Score -8831791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8831800.000000 Penalty: 5333.656738
	Iteration 51Q: 3 clusters Score -8831800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8831791.000000 Penalty: 5333.656738
	Iteration 52Q: 3 clusters Score -8831791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8831788.000000 Penalty: 5333.656738
	Iteration 53Q: 3 clusters Score -8831788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8831793.000000 Penalty: 5333.656738
	Iteration 54Q: 3 clusters Score -8831793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8831785.000000 Penalty: 5333.656738
	Iteration 55Q: 3 clusters Score -8831785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8831792.000000 Penalty: 5333.656738
	Iteration 56Q: 3 clusters Score -8831792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8831788.000000 Penalty: 5333.656738
	Iteration 57Q: 3 clusters Score -8831788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8831783.000000 Penalty: 5333.656738
	Iteration 58Q: 3 clusters Score -8831783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8831786.000000 Penalty: 5333.656738
	Iteration 59Q: 3 clusters Score -8831786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8831787.000000 Penalty: 5333.656738
	Iteration 60F: 3 clusters Score -8831787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8831781.000000 Penalty: 5333.656738
	Iteration 61Q: 3 clusters Score -8831781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8831785.000000 Penalty: 5333.656738
	Iteration 62Q: 3 clusters Score -8831785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8831784.000000 Penalty: 5333.656738
	Iteration 63Q: 3 clusters Score -8831784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8831784.000000 Penalty: 5333.656738
	Iteration 64F: 3 clusters Score -8831784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (27575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Entering Unmasked Estep 
Score: -5129829.500000 Penalty: 2535.716797
	Iteration 0F: 2 clusters Score -5129830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5110790.000000 Penalty: 5071.433594
	Iteration 0F: 3 clusters Score -5110790 nChanged 12489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5117732.000000 Penalty: 5071.433594
	Iteration 1F: 3 clusters Score -5117732 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5118207.500000 Penalty: 5071.433594
	Iteration 2Q: 3 clusters Score -5118208 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5118649.000000 Penalty: 5071.433594
	Iteration 3Q: 3 clusters Score -5118649 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5119093.500000 Penalty: 5071.433594
	Iteration 4Q: 3 clusters Score -5119094 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -5119580.000000 Penalty: 5071.433594
	Iteration 5Q: 3 clusters Score -5119580 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -5120083.000000 Penalty: 5071.433594
	Iteration 6Q: 3 clusters Score -5120083 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -5120727.000000 Penalty: 5071.433594
	Iteration 7Q: 3 clusters Score -5120727 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -5121433.000000 Penalty: 5071.433594
	Iteration 8Q: 3 clusters Score -5121433 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -5122298.000000 Penalty: 5071.433594
	Iteration 9F: 3 clusters Score -5122298 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -5123237.000000 Penalty: 5071.433594
	Iteration 10Q: 3 clusters Score -5123237 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -5124110.000000 Penalty: 5071.433594
	Iteration 11Q: 3 clusters Score -5124110 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -5124849.000000 Penalty: 5071.433594
	Iteration 12Q: 3 clusters Score -5124849 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -5125370.500000 Penalty: 5071.433594
	Iteration 13Q: 3 clusters Score -5125370 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5125575.000000 Penalty: 5071.433594
	Iteration 14Q: 3 clusters Score -5125575 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -5125699.000000 Penalty: 5071.433594
	Iteration 15Q: 3 clusters Score -5125699 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -5125813.000000 Penalty: 5071.433594
	Iteration 16Q: 3 clusters Score -5125813 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -5125901.000000 Penalty: 5071.433594
	Iteration 17Q: 3 clusters Score -5125901 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -5125978.000000 Penalty: 5071.433594
	Iteration 18Q: 3 clusters Score -5125978 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -5126050.500000 Penalty: 5071.433594
	Iteration 19Q: 3 clusters Score -5126050 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5126098.500000 Penalty: 5071.433594
	Iteration 20F: 3 clusters Score -5126098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -5126139.000000 Penalty: 5071.433594
	Iteration 21Q: 3 clusters Score -5126139 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5126184.500000 Penalty: 5071.433594
	Iteration 22Q: 3 clusters Score -5126184 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -5126233.000000 Penalty: 5071.433594
	Iteration 23Q: 3 clusters Score -5126233 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5126292.000000 Penalty: 5071.433594
	Iteration 24Q: 3 clusters Score -5126292 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5126329.500000 Penalty: 5071.433594
	Iteration 25Q: 3 clusters Score -5126330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -5126380.500000 Penalty: 5071.433594
	Iteration 26Q: 3 clusters Score -5126380 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -5126447.000000 Penalty: 5071.433594
	Iteration 27Q: 3 clusters Score -5126447 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -5126473.000000 Penalty: 5071.433594
	Iteration 28Q: 3 clusters Score -5126473 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -5126522.000000 Penalty: 5071.433594
	Iteration 29Q: 3 clusters Score -5126522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -5126599.500000 Penalty: 5071.433594
	Iteration 30Q: 3 clusters Score -5126600 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -5126659.500000 Penalty: 5071.433594
	Iteration 31Q: 3 clusters Score -5126660 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -5126705.000000 Penalty: 5071.433594
	Iteration 32Q: 3 clusters Score -5126705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -5126760.000000 Penalty: 5071.433594
	Iteration 33Q: 3 clusters Score -5126760 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -5126862.000000 Penalty: 5071.433594
	Iteration 34Q: 3 clusters Score -5126862 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -5126938.500000 Penalty: 5071.433594
	Iteration 35Q: 3 clusters Score -5126938 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5127016.500000 Penalty: 5071.433594
	Iteration 36Q: 3 clusters Score -5127016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -5127087.000000 Penalty: 5071.433594
	Iteration 37Q: 3 clusters Score -5127087 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5127168.000000 Penalty: 5071.433594
	Iteration 38Q: 3 clusters Score -5127168 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5127238.500000 Penalty: 5071.433594
	Iteration 39Q: 3 clusters Score -5127238 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -5127291.500000 Penalty: 5071.433594
	Iteration 40F: 3 clusters Score -5127292 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -5127346.000000 Penalty: 5071.433594
	Iteration 41Q: 3 clusters Score -5127346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -5127409.500000 Penalty: 5071.433594
	Iteration 42Q: 3 clusters Score -5127410 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5127459.500000 Penalty: 5071.433594
	Iteration 43Q: 3 clusters Score -5127460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -5127472.000000 Penalty: 5071.433594
	Iteration 44Q: 3 clusters Score -5127472 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5127530.000000 Penalty: 5071.433594
	Iteration 45Q: 3 clusters Score -5127530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -5127561.500000 Penalty: 5071.433594
	Iteration 46Q: 3 clusters Score -5127562 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -5127589.000000 Penalty: 5071.433594
	Iteration 47Q: 3 clusters Score -5127589 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -5127615.500000 Penalty: 5071.433594
	Iteration 48Q: 3 clusters Score -5127616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -5127629.000000 Penalty: 5071.433594
	Iteration 49Q: 3 clusters Score -5127629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -5127641.000000 Penalty: 5071.433594
	Iteration 50Q: 3 clusters Score -5127641 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5127659.500000 Penalty: 5071.433594
	Iteration 51Q: 3 clusters Score -5127660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5127673.000000 Penalty: 5071.433594
	Iteration 52Q: 3 clusters Score -5127673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5127674.500000 Penalty: 5071.433594
	Iteration 53Q: 3 clusters Score -5127674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -5127688.000000 Penalty: 5071.433594
	Iteration 54Q: 3 clusters Score -5127688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -5127701.000000 Penalty: 5071.433594
	Iteration 55Q: 3 clusters Score -5127701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5127702.500000 Penalty: 5071.433594
	Iteration 56Q: 3 clusters Score -5127702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -5127699.000000 Penalty: 5071.433594
	Iteration 57Q: 3 clusters Score -5127699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5127698.000000 Penalty: 5071.433594
	Iteration 58Q: 3 clusters Score -5127698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -5127700.500000 Penalty: 5071.433594
	Iteration 59Q: 3 clusters Score -5127700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5127695.000000 Penalty: 5071.433594
	Iteration 60F: 3 clusters Score -5127695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -5127705.000000 Penalty: 5071.433594
	Iteration 61Q: 3 clusters Score -5127705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5127709.000000 Penalty: 5071.433594
	Iteration 62Q: 3 clusters Score -5127709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5127711.500000 Penalty: 5071.433594
	Iteration 63Q: 3 clusters Score -5127712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -5127713.000000 Penalty: 5071.433594
	Iteration 64Q: 3 clusters Score -5127713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5127727.000000 Penalty: 5071.433594
	Iteration 65Q: 3 clusters Score -5127727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -5127724.500000 Penalty: 5071.433594
	Iteration 66Q: 3 clusters Score -5127724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5127732.500000 Penalty: 5071.433594
	Iteration 67Q: 3 clusters Score -5127732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -5127736.500000 Penalty: 5071.433594
	Iteration 68Q: 3 clusters Score -5127736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -5127743.500000 Penalty: 5071.433594
	Iteration 69Q: 3 clusters Score -5127744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -5127740.500000 Penalty: 5071.433594
	Iteration 70Q: 3 clusters Score -5127740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5127741.500000 Penalty: 5071.433594
	Iteration 71Q: 3 clusters Score -5127742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5127741.000000 Penalty: 5071.433594
	Iteration 72Q: 3 clusters Score -5127741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -5127741.000000 Penalty: 5071.433594
	Iteration 73F: 3 clusters Score -5127741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Entering Unmasked Estep 
Score: -8304546.500000 Penalty: 2653.768555
	Iteration 0F: 2 clusters Score -8304546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8275036.500000 Penalty: 5307.537109
	Iteration 0F: 3 clusters Score -8275036 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -8286201.500000 Penalty: 5307.537109
	Iteration 1F: 3 clusters Score -8286202 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -8286650.000000 Penalty: 5307.537109
	Iteration 2Q: 3 clusters Score -8286650 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8287172.500000 Penalty: 5307.537109
	Iteration 3Q: 3 clusters Score -8287172 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8287763.500000 Penalty: 5307.537109
	Iteration 4Q: 3 clusters Score -8287764 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8288318.500000 Penalty: 5307.537109
	Iteration 5Q: 3 clusters Score -8288318 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -8288958.500000 Penalty: 5307.537109
	Iteration 6Q: 3 clusters Score -8288958 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -8289613.000000 Penalty: 5307.537109
	Iteration 7Q: 3 clusters Score -8289613 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -8290414.500000 Penalty: 5307.537109
	Iteration 8Q: 3 clusters Score -8290414 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -8291396.000000 Penalty: 5307.537109
	Iteration 9Q: 3 clusters Score -8291396 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -8292524.500000 Penalty: 5307.537109
	Iteration 10Q: 3 clusters Score -8292524 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -8293820.500000 Penalty: 5307.537109
	Iteration 11Q: 3 clusters Score -8293820 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -8295161.000000 Penalty: 5307.537109
	Iteration 12Q: 3 clusters Score -8295161 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -8296439.000000 Penalty: 5307.537109
	Iteration 13Q: 3 clusters Score -8296439 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -8297558.500000 Penalty: 5307.537109
	Iteration 14Q: 3 clusters Score -8297558 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -8298292.500000 Penalty: 5307.537109
	Iteration 15Q: 3 clusters Score -8298292 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -8298789.500000 Penalty: 5307.537109
	Iteration 16Q: 3 clusters Score -8298790 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -8299168.000000 Penalty: 5307.537109
	Iteration 17Q: 3 clusters Score -8299168 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8299513.000000 Penalty: 5307.537109
	Iteration 18Q: 3 clusters Score -8299513 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -8299818.500000 Penalty: 5307.537109
	Iteration 19Q: 3 clusters Score -8299818 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -8300072.000000 Penalty: 5307.537109
	Iteration 20F: 3 clusters Score -8300072 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8300373.000000 Penalty: 5307.537109
	Iteration 21Q: 3 clusters Score -8300373 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -8300654.000000 Penalty: 5307.537109
	Iteration 22Q: 3 clusters Score -8300654 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8300946.000000 Penalty: 5307.537109
	Iteration 23Q: 3 clusters Score -8300946 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8301208.500000 Penalty: 5307.537109
	Iteration 24Q: 3 clusters Score -8301208 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8301424.500000 Penalty: 5307.537109
	Iteration 25Q: 3 clusters Score -8301424 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -8301560.000000 Penalty: 5307.537109
	Iteration 26Q: 3 clusters Score -8301560 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8301688.500000 Penalty: 5307.537109
	Iteration 27Q: 3 clusters Score -8301688 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -8301791.500000 Penalty: 5307.537109
	Iteration 28Q: 3 clusters Score -8301792 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8301877.000000 Penalty: 5307.537109
	Iteration 29Q: 3 clusters Score -8301877 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -8301927.500000 Penalty: 5307.537109
	Iteration 30Q: 3 clusters Score -8301928 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8301964.500000 Penalty: 5307.537109
	Iteration 31Q: 3 clusters Score -8301964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8301996.500000 Penalty: 5307.537109
	Iteration 32Q: 3 clusters Score -8301996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8302036.500000 Penalty: 5307.537109
	Iteration 33Q: 3 clusters Score -8302036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -8302046.500000 Penalty: 5307.537109
	Iteration 34Q: 3 clusters Score -8302046 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8302075.000000 Penalty: 5307.537109
	Iteration 35Q: 3 clusters Score -8302075 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -8302107.500000 Penalty: 5307.537109
	Iteration 36Q: 3 clusters Score -8302108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8302136.000000 Penalty: 5307.537109
	Iteration 37Q: 3 clusters Score -8302136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8302155.000000 Penalty: 5307.537109
	Iteration 38Q: 3 clusters Score -8302155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8302184.500000 Penalty: 5307.537109
	Iteration 39Q: 3 clusters Score -8302184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8302197.000000 Penalty: 5307.537109
	Iteration 40F: 3 clusters Score -8302197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8302203.000000 Penalty: 5307.537109
	Iteration 41Q: 3 clusters Score -8302203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8302207.500000 Penalty: 5307.537109
	Iteration 42Q: 3 clusters Score -8302208 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8302231.500000 Penalty: 5307.537109
	Iteration 43Q: 3 clusters Score -8302232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8302222.500000 Penalty: 5307.537109
	Iteration 44Q: 3 clusters Score -8302222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8302232.500000 Penalty: 5307.537109
	Iteration 45Q: 3 clusters Score -8302232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8302240.000000 Penalty: 5307.537109
	Iteration 46Q: 3 clusters Score -8302240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8302247.000000 Penalty: 5307.537109
	Iteration 47Q: 3 clusters Score -8302247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8302240.500000 Penalty: 5307.537109
	Iteration 48Q: 3 clusters Score -8302240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8302237.500000 Penalty: 5307.537109
	Iteration 49Q: 3 clusters Score -8302238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8302250.500000 Penalty: 5307.537109
	Iteration 50Q: 3 clusters Score -8302250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8302253.000000 Penalty: 5307.537109
	Iteration 51Q: 3 clusters Score -8302253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8302247.000000 Penalty: 5307.537109
	Iteration 52Q: 3 clusters Score -8302247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8302243.500000 Penalty: 5307.537109
	Iteration 53Q: 3 clusters Score -8302244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8302239.000000 Penalty: 5307.537109
	Iteration 54Q: 3 clusters Score -8302239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8302241.000000 Penalty: 5307.537109
	Iteration 55Q: 3 clusters Score -8302241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8302249.500000 Penalty: 5307.537109
	Iteration 56Q: 3 clusters Score -8302250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8302246.500000 Penalty: 5307.537109
	Iteration 57Q: 3 clusters Score -8302246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8302246.500000 Penalty: 5307.537109
	Iteration 58F: 3 clusters Score -8302246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -98867.375000 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -98867.38 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 276 members 
Entering Unmasked Estep 
Score: -97273.679688 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -97273.68 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97546.164062 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -97546.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -97662.531250 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -97662.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -97704.710938 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -97704.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97737.617188 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -97737.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -97769.992188 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -97769.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -97785.789062 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -97785.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -97792.914062 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -97792.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -97798.070312 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -97798.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -97802.414062 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -97802.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -97807.820312 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -97807.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -97820.023438 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -97820.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -97830.539062 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -97830.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97834.023438 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -97834.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -97839.375000 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -97839.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -97843.429688 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -97843.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -97846.062500 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -97846.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -97851.281250 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -97851.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -97863.843750 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -97863.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -97867.171875 Penalty: 3140.425049
	Iteration 19Q: 3 clusters Score -97867.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -97867.171875 Penalty: 3140.425049
	Iteration 20F: 3 clusters Score -97867.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Entering Unmasked Estep 
Score: -9483216.000000 Penalty: 2684.541992
	Iteration 0F: 2 clusters Score -9483216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -9453386.000000 Penalty: 5369.083984
	Iteration 0F: 3 clusters Score -9453386 nChanged 23191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -9466364.000000 Penalty: 5369.083984
	Iteration 1F: 3 clusters Score -9466364 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -9467271.000000 Penalty: 5369.083984
	Iteration 2Q: 3 clusters Score -9467271 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -9468503.000000 Penalty: 5369.083984
	Iteration 3F: 3 clusters Score -9468503 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -9470397.000000 Penalty: 5369.083984
	Iteration 4F: 3 clusters Score -9470397 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -9473006.000000 Penalty: 5369.083984
	Iteration 5F: 3 clusters Score -9473006 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9476146.000000 Penalty: 5369.083984
	Iteration 6F: 3 clusters Score -9476146 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9478850.000000 Penalty: 5369.083984
	Iteration 7F: 3 clusters Score -9478850 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -9480240.000000 Penalty: 5369.083984
	Iteration 8F: 3 clusters Score -9480240 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9480833.000000 Penalty: 5369.083984
	Iteration 9Q: 3 clusters Score -9480833 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9480993.000000 Penalty: 5369.083984
	Iteration 10Q: 3 clusters Score -9480993 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9481027.000000 Penalty: 5369.083984
	Iteration 11Q: 3 clusters Score -9481027 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9481031.000000 Penalty: 5369.083984
	Iteration 12Q: 3 clusters Score -9481031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9481080.000000 Penalty: 5369.083984
	Iteration 13Q: 3 clusters Score -9481080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9481099.000000 Penalty: 5369.083984
	Iteration 14Q: 3 clusters Score -9481099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9481134.000000 Penalty: 5369.083984
	Iteration 15Q: 3 clusters Score -9481134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9481141.000000 Penalty: 5369.083984
	Iteration 16Q: 3 clusters Score -9481141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9481145.000000 Penalty: 5369.083984
	Iteration 17Q: 3 clusters Score -9481145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9481150.000000 Penalty: 5369.083984
	Iteration 18Q: 3 clusters Score -9481150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9481160.000000 Penalty: 5369.083984
	Iteration 19Q: 3 clusters Score -9481160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9481163.000000 Penalty: 5369.083984
	Iteration 20F: 3 clusters Score -9481163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9481171.000000 Penalty: 5369.083984
	Iteration 21Q: 3 clusters Score -9481171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9481171.000000 Penalty: 5369.083984
	Iteration 22Q: 3 clusters Score -9481171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9481163.000000 Penalty: 5369.083984
	Iteration 23Q: 3 clusters Score -9481163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9481174.000000 Penalty: 5369.083984
	Iteration 24Q: 3 clusters Score -9481174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9481187.000000 Penalty: 5369.083984
	Iteration 25Q: 3 clusters Score -9481187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9481182.000000 Penalty: 5369.083984
	Iteration 26Q: 3 clusters Score -9481182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9481185.000000 Penalty: 5369.083984
	Iteration 27Q: 3 clusters Score -9481185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9481185.000000 Penalty: 5369.083984
	Iteration 28F: 3 clusters Score -9481185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Entering Unmasked Estep 
Score: -6806144.500000 Penalty: 2604.487793
	Iteration 0F: 2 clusters Score -6806144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -6781437.000000 Penalty: 5208.975586
	Iteration 0F: 3 clusters Score -6781437 nChanged 16658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -6790567.500000 Penalty: 5208.975586
	Iteration 1F: 3 clusters Score -6790568 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6791125.000000 Penalty: 5208.975586
	Iteration 2Q: 3 clusters Score -6791125 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -6791831.500000 Penalty: 5208.975586
	Iteration 3Q: 3 clusters Score -6791832 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -6792794.000000 Penalty: 5208.975586
	Iteration 4Q: 3 clusters Score -6792794 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -6794123.500000 Penalty: 5208.975586
	Iteration 5F: 3 clusters Score -6794124 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6795708.500000 Penalty: 5208.975586
	Iteration 6F: 3 clusters Score -6795708 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -6797585.000000 Penalty: 5208.975586
	Iteration 7F: 3 clusters Score -6797585 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -6799466.000000 Penalty: 5208.975586
	Iteration 8F: 3 clusters Score -6799466 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -6800785.500000 Penalty: 5208.975586
	Iteration 9F: 3 clusters Score -6800786 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -6801391.000000 Penalty: 5208.975586
	Iteration 10Q: 3 clusters Score -6801391 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -6801676.500000 Penalty: 5208.975586
	Iteration 11Q: 3 clusters Score -6801676 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6801847.500000 Penalty: 5208.975586
	Iteration 12Q: 3 clusters Score -6801848 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -6801999.000000 Penalty: 5208.975586
	Iteration 13Q: 3 clusters Score -6801999 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -6802097.000000 Penalty: 5208.975586
	Iteration 14Q: 3 clusters Score -6802097 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -6802234.000000 Penalty: 5208.975586
	Iteration 15Q: 3 clusters Score -6802234 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -6802372.500000 Penalty: 5208.975586
	Iteration 16Q: 3 clusters Score -6802372 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -6802473.500000 Penalty: 5208.975586
	Iteration 17Q: 3 clusters Score -6802474 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -6802557.500000 Penalty: 5208.975586
	Iteration 18Q: 3 clusters Score -6802558 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -6802614.000000 Penalty: 5208.975586
	Iteration 19Q: 3 clusters Score -6802614 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -6802688.500000 Penalty: 5208.975586
	Iteration 20F: 3 clusters Score -6802688 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -6802749.500000 Penalty: 5208.975586
	Iteration 21Q: 3 clusters Score -6802750 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -6802807.500000 Penalty: 5208.975586
	Iteration 22Q: 3 clusters Score -6802808 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -6802871.000000 Penalty: 5208.975586
	Iteration 23Q: 3 clusters Score -6802871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -6802946.000000 Penalty: 5208.975586
	Iteration 24Q: 3 clusters Score -6802946 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -6803015.000000 Penalty: 5208.975586
	Iteration 25Q: 3 clusters Score -6803015 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -6803109.500000 Penalty: 5208.975586
	Iteration 26Q: 3 clusters Score -6803110 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -6803187.500000 Penalty: 5208.975586
	Iteration 27Q: 3 clusters Score -6803188 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -6803265.500000 Penalty: 5208.975586
	Iteration 28Q: 3 clusters Score -6803266 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -6803295.500000 Penalty: 5208.975586
	Iteration 29Q: 3 clusters Score -6803296 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -6803378.000000 Penalty: 5208.975586
	Iteration 30Q: 3 clusters Score -6803378 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -6803476.500000 Penalty: 5208.975586
	Iteration 31Q: 3 clusters Score -6803476 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6803538.000000 Penalty: 5208.975586
	Iteration 32Q: 3 clusters Score -6803538 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6803609.000000 Penalty: 5208.975586
	Iteration 33Q: 3 clusters Score -6803609 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -6803667.500000 Penalty: 5208.975586
	Iteration 34Q: 3 clusters Score -6803668 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -6803713.000000 Penalty: 5208.975586
	Iteration 35Q: 3 clusters Score -6803713 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6803765.500000 Penalty: 5208.975586
	Iteration 36Q: 3 clusters Score -6803766 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -6803808.500000 Penalty: 5208.975586
	Iteration 37Q: 3 clusters Score -6803808 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -6803819.500000 Penalty: 5208.975586
	Iteration 38Q: 3 clusters Score -6803820 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -6803881.000000 Penalty: 5208.975586
	Iteration 39Q: 3 clusters Score -6803881 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -6803913.000000 Penalty: 5208.975586
	Iteration 40F: 3 clusters Score -6803913 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6803966.500000 Penalty: 5208.975586
	Iteration 41Q: 3 clusters Score -6803966 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -6804012.000000 Penalty: 5208.975586
	Iteration 42Q: 3 clusters Score -6804012 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6804042.500000 Penalty: 5208.975586
	Iteration 43Q: 3 clusters Score -6804042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6804029.000000 Penalty: 5208.975586
	Iteration 44Q: 3 clusters Score -6804029 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -6804033.500000 Penalty: 5208.975586
	Iteration 45Q: 3 clusters Score -6804034 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -6804042.000000 Penalty: 5208.975586
	Iteration 46Q: 3 clusters Score -6804042 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -6804059.000000 Penalty: 5208.975586
	Iteration 47Q: 3 clusters Score -6804059 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6804073.000000 Penalty: 5208.975586
	Iteration 48Q: 3 clusters Score -6804073 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6804069.500000 Penalty: 5208.975586
	Iteration 49Q: 3 clusters Score -6804070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -6804094.000000 Penalty: 5208.975586
	Iteration 50Q: 3 clusters Score -6804094 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6804112.000000 Penalty: 5208.975586
	Iteration 51Q: 3 clusters Score -6804112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -6804127.000000 Penalty: 5208.975586
	Iteration 52Q: 3 clusters Score -6804127 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -6804154.500000 Penalty: 5208.975586
	Iteration 53Q: 3 clusters Score -6804154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -6804158.500000 Penalty: 5208.975586
	Iteration 54Q: 3 clusters Score -6804158 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6804156.000000 Penalty: 5208.975586
	Iteration 55Q: 3 clusters Score -6804156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -6804152.500000 Penalty: 5208.975586
	Iteration 56Q: 3 clusters Score -6804152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6804145.500000 Penalty: 5208.975586
	Iteration 57Q: 3 clusters Score -6804146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6804158.000000 Penalty: 5208.975586
	Iteration 58Q: 3 clusters Score -6804158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -6804149.500000 Penalty: 5208.975586
	Iteration 59Q: 3 clusters Score -6804150 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6804182.000000 Penalty: 5208.975586
	Iteration 60F: 3 clusters Score -6804182 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6804189.000000 Penalty: 5208.975586
	Iteration 61Q: 3 clusters Score -6804189 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -6804180.500000 Penalty: 5208.975586
	Iteration 62Q: 3 clusters Score -6804180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -6804188.000000 Penalty: 5208.975586
	Iteration 63Q: 3 clusters Score -6804188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6804183.000000 Penalty: 5208.975586
	Iteration 64Q: 3 clusters Score -6804183 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6804188.500000 Penalty: 5208.975586
	Iteration 65Q: 3 clusters Score -6804188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -6804219.500000 Penalty: 5208.975586
	Iteration 66Q: 3 clusters Score -6804220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6804215.500000 Penalty: 5208.975586
	Iteration 67Q: 3 clusters Score -6804216 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6804213.000000 Penalty: 5208.975586
	Iteration 68Q: 3 clusters Score -6804213 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6804232.000000 Penalty: 5208.975586
	Iteration 69Q: 3 clusters Score -6804232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6804241.500000 Penalty: 5208.975586
	Iteration 70Q: 3 clusters Score -6804242 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6804249.500000 Penalty: 5208.975586
	Iteration 71Q: 3 clusters Score -6804250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6804252.000000 Penalty: 5208.975586
	Iteration 72Q: 3 clusters Score -6804252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6804251.500000 Penalty: 5208.975586
	Iteration 73Q: 3 clusters Score -6804252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6804264.500000 Penalty: 5208.975586
	Iteration 74Q: 3 clusters Score -6804264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -6804271.500000 Penalty: 5208.975586
	Iteration 75Q: 3 clusters Score -6804272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6804282.000000 Penalty: 5208.975586
	Iteration 76Q: 3 clusters Score -6804282 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6804258.000000 Penalty: 5208.975586
	Iteration 77Q: 3 clusters Score -6804258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6804259.000000 Penalty: 5208.975586
	Iteration 78Q: 3 clusters Score -6804259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6804277.000000 Penalty: 5208.975586
	Iteration 79Q: 3 clusters Score -6804277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6804272.500000 Penalty: 5208.975586
	Iteration 80F: 3 clusters Score -6804272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6804281.000000 Penalty: 5208.975586
	Iteration 81Q: 3 clusters Score -6804281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6804283.500000 Penalty: 5208.975586
	Iteration 82Q: 3 clusters Score -6804284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6804283.500000 Penalty: 5208.975586
	Iteration 83Q: 3 clusters Score -6804284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6804279.000000 Penalty: 5208.975586
	Iteration 84Q: 3 clusters Score -6804279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6804282.500000 Penalty: 5208.975586
	Iteration 85Q: 3 clusters Score -6804282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6804293.000000 Penalty: 5208.975586
	Iteration 86Q: 3 clusters Score -6804293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6804299.000000 Penalty: 5208.975586
	Iteration 87Q: 3 clusters Score -6804299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -6804310.000000 Penalty: 5208.975586
	Iteration 88Q: 3 clusters Score -6804310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6804309.500000 Penalty: 5208.975586
	Iteration 89Q: 3 clusters Score -6804310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6804308.000000 Penalty: 5208.975586
	Iteration 90Q: 3 clusters Score -6804308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6804303.000000 Penalty: 5208.975586
	Iteration 91Q: 3 clusters Score -6804303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6804316.500000 Penalty: 5208.975586
	Iteration 92Q: 3 clusters Score -6804316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -6804309.500000 Penalty: 5208.975586
	Iteration 93Q: 3 clusters Score -6804310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6804295.500000 Penalty: 5208.975586
	Iteration 94Q: 3 clusters Score -6804296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6804297.000000 Penalty: 5208.975586
	Iteration 95Q: 3 clusters Score -6804297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6804306.000000 Penalty: 5208.975586
	Iteration 96Q: 3 clusters Score -6804306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6804314.500000 Penalty: 5208.975586
	Iteration 97Q: 3 clusters Score -6804314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6804308.500000 Penalty: 5208.975586
	Iteration 98Q: 3 clusters Score -6804308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6804318.500000 Penalty: 5208.975586
	Iteration 99Q: 3 clusters Score -6804318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6804323.500000 Penalty: 5208.975586
	Iteration 100F: 3 clusters Score -6804324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6804318.500000 Penalty: 5208.975586
	Iteration 101Q: 3 clusters Score -6804318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6804332.000000 Penalty: 5208.975586
	Iteration 102Q: 3 clusters Score -6804332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6804325.000000 Penalty: 5208.975586
	Iteration 103Q: 3 clusters Score -6804325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -6804325.500000 Penalty: 5208.975586
	Iteration 104Q: 3 clusters Score -6804326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6804325.500000 Penalty: 5208.975586
	Iteration 105Q: 3 clusters Score -6804326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6804319.500000 Penalty: 5208.975586
	Iteration 106Q: 3 clusters Score -6804320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6804320.500000 Penalty: 5208.975586
	Iteration 107Q: 3 clusters Score -6804320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6804324.500000 Penalty: 5208.975586
	Iteration 108Q: 3 clusters Score -6804324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6804326.000000 Penalty: 5208.975586
	Iteration 109Q: 3 clusters Score -6804326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6804326.000000 Penalty: 5208.975586
	Iteration 110F: 3 clusters Score -6804326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 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 434 members 
Entering Unmasked Estep 
Score: -123250.062500 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123250.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123769.734375 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123769.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -124044.609375 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -124044.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -124319.679688 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124319.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -124670.117188 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -124670.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -124919.429688 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -124919.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125128.085938 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -125128.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -125201.890625 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -125201.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -125222.601562 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -125222.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125254.195312 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -125254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125292.929688 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -125292.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -125314.109375 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -125314.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125319.156250 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -125319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125319.156250 Penalty: 3355.459229
	Iteration 13F: 3 clusters Score -125319.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 42858 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 50088 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44765 members 
Mstep: Class 14 contains 17104 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 27575 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50250 members 
Mstep: Class 23 contains 36387 members 
Mstep: Class 24 contains 425 members 
Mstep: Class 25 contains 47662 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 52551 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 52754 members 
Mstep: Class 31 contains 39797 members 
Mstep: Class 32 contains 442 members 
Entering Unmasked Estep 
Score: -137151168.000000 Penalty: 107320.632812
Splitting cluster 24 changes total score from -137152384.000000 to -137151168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Entering Unmasked Estep 
Score: -8923779.000000 Penalty: 2671.428711
	Iteration 0F: 2 clusters Score -8923779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -8893431.000000 Penalty: 5342.857422
	Iteration 0F: 3 clusters Score -8893431 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -8905849.000000 Penalty: 5342.857422
	Iteration 1F: 3 clusters Score -8905849 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -8906527.000000 Penalty: 5342.857422
	Iteration 2Q: 3 clusters Score -8906527 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8907321.000000 Penalty: 5342.857422
	Iteration 3Q: 3 clusters Score -8907321 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -8908390.000000 Penalty: 5342.857422
	Iteration 4Q: 3 clusters Score -8908390 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -8909946.000000 Penalty: 5342.857422
	Iteration 5F: 3 clusters Score -8909946 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -8912102.000000 Penalty: 5342.857422
	Iteration 6F: 3 clusters Score -8912102 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -8914393.000000 Penalty: 5342.857422
	Iteration 7F: 3 clusters Score -8914393 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8916587.000000 Penalty: 5342.857422
	Iteration 8F: 3 clusters Score -8916587 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -8918321.000000 Penalty: 5342.857422
	Iteration 9Q: 3 clusters Score -8918321 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -8919389.000000 Penalty: 5342.857422
	Iteration 10Q: 3 clusters Score -8919389 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8920139.000000 Penalty: 5342.857422
	Iteration 11Q: 3 clusters Score -8920139 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8920613.000000 Penalty: 5342.857422
	Iteration 12Q: 3 clusters Score -8920613 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8920935.000000 Penalty: 5342.857422
	Iteration 13Q: 3 clusters Score -8920935 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8921088.000000 Penalty: 5342.857422
	Iteration 14Q: 3 clusters Score -8921088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8921209.000000 Penalty: 5342.857422
	Iteration 15Q: 3 clusters Score -8921209 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8921276.000000 Penalty: 5342.857422
	Iteration 16Q: 3 clusters Score -8921276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8921319.000000 Penalty: 5342.857422
	Iteration 17Q: 3 clusters Score -8921319 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8921352.000000 Penalty: 5342.857422
	Iteration 18Q: 3 clusters Score -8921352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8921391.000000 Penalty: 5342.857422
	Iteration 19Q: 3 clusters Score -8921391 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8921417.000000 Penalty: 5342.857422
	Iteration 20F: 3 clusters Score -8921417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8921452.000000 Penalty: 5342.857422
	Iteration 21Q: 3 clusters Score -8921452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8921470.000000 Penalty: 5342.857422
	Iteration 22Q: 3 clusters Score -8921470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8921479.000000 Penalty: 5342.857422
	Iteration 23Q: 3 clusters Score -8921479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8921486.000000 Penalty: 5342.857422
	Iteration 24Q: 3 clusters Score -8921486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8921499.000000 Penalty: 5342.857422
	Iteration 25Q: 3 clusters Score -8921499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8921504.000000 Penalty: 5342.857422
	Iteration 26Q: 3 clusters Score -8921504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8921501.000000 Penalty: 5342.857422
	Iteration 27Q: 3 clusters Score -8921501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8921503.000000 Penalty: 5342.857422
	Iteration 28Q: 3 clusters Score -8921503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8921511.000000 Penalty: 5342.857422
	Iteration 29Q: 3 clusters Score -8921511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8921515.000000 Penalty: 5342.857422
	Iteration 30Q: 3 clusters Score -8921515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8921524.000000 Penalty: 5342.857422
	Iteration 31Q: 3 clusters Score -8921524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8921525.000000 Penalty: 5342.857422
	Iteration 32Q: 3 clusters Score -8921525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8921531.000000 Penalty: 5342.857422
	Iteration 33Q: 3 clusters Score -8921531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8921538.000000 Penalty: 5342.857422
	Iteration 34Q: 3 clusters Score -8921538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8921536.000000 Penalty: 5342.857422
	Iteration 35Q: 3 clusters Score -8921536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8921536.000000 Penalty: 5342.857422
	Iteration 36F: 3 clusters Score -8921536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -364494.281250 Penalty: 1896.532593
	Iteration 0F: 2 clusters Score -364494.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -361790.875000 Penalty: 3793.065186
	Iteration 0F: 3 clusters Score -361790.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -362283.125000 Penalty: 3793.065186
	Iteration 1F: 3 clusters Score -362283.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -362425.750000 Penalty: 3793.065186
	Iteration 2F: 3 clusters Score -362425.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -362522.656250 Penalty: 3793.065186
	Iteration 3Q: 3 clusters Score -362522.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -362615.531250 Penalty: 3793.065186
	Iteration 4Q: 3 clusters Score -362615.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -362697.812500 Penalty: 3793.065186
	Iteration 5Q: 3 clusters Score -362697.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -362773.687500 Penalty: 3793.065186
	Iteration 6Q: 3 clusters Score -362773.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -362847.062500 Penalty: 3793.065186
	Iteration 7Q: 3 clusters Score -362847.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -362912.468750 Penalty: 3793.065186
	Iteration 8Q: 3 clusters Score -362912.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -362963.593750 Penalty: 3793.065186
	Iteration 9Q: 3 clusters Score -362963.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -363002.343750 Penalty: 3793.065186
	Iteration 10Q: 3 clusters Score -363002.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -363042.906250 Penalty: 3793.065186
	Iteration 11Q: 3 clusters Score -363042.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -363087.281250 Penalty: 3793.065186
	Iteration 12Q: 3 clusters Score -363087.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -363130.468750 Penalty: 3793.065186
	Iteration 13Q: 3 clusters Score -363130.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363168.406250 Penalty: 3793.065186
	Iteration 14Q: 3 clusters Score -363168.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -363205.937500 Penalty: 3793.065186
	Iteration 15Q: 3 clusters Score -363205.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -363228.656250 Penalty: 3793.065186
	Iteration 16Q: 3 clusters Score -363228.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -363242.750000 Penalty: 3793.065186
	Iteration 17Q: 3 clusters Score -363242.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -363266.906250 Penalty: 3793.065186
	Iteration 18Q: 3 clusters Score -363266.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -363293.187500 Penalty: 3793.065186
	Iteration 19Q: 3 clusters Score -363293.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -363320.562500 Penalty: 3793.065186
	Iteration 20F: 3 clusters Score -363320.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -363341.593750 Penalty: 3793.065186
	Iteration 21Q: 3 clusters Score -363341.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -363358.656250 Penalty: 3793.065186
	Iteration 22Q: 3 clusters Score -363358.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363368.781250 Penalty: 3793.065186
	Iteration 23Q: 3 clusters Score -363368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -363377.500000 Penalty: 3793.065186
	Iteration 24Q: 3 clusters Score -363377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363383.718750 Penalty: 3793.065186
	Iteration 25Q: 3 clusters Score -363383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -363386.937500 Penalty: 3793.065186
	Iteration 26Q: 3 clusters Score -363386.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363387.843750 Penalty: 3793.065186
	Iteration 27Q: 3 clusters Score -363387.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -363388.625000 Penalty: 3793.065186
	Iteration 28Q: 3 clusters Score -363388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -363389.656250 Penalty: 3793.065186
	Iteration 29Q: 3 clusters Score -363389.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -363390.562500 Penalty: 3793.065186
	Iteration 30Q: 3 clusters Score -363390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -363390.562500 Penalty: 3793.065186
	Iteration 31F: 3 clusters Score -363390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Entering Unmasked Estep 
Score: -9884570.000000 Penalty: 2695.645752
	Iteration 0F: 2 clusters Score -9884570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -9853644.000000 Penalty: 5391.291504
	Iteration 0F: 3 clusters Score -9853644 nChanged 24289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -9866905.000000 Penalty: 5391.291504
	Iteration 1F: 3 clusters Score -9866905 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -9867313.000000 Penalty: 5391.291504
	Iteration 2Q: 3 clusters Score -9867313 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -9867746.000000 Penalty: 5391.291504
	Iteration 3Q: 3 clusters Score -9867746 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -9868094.000000 Penalty: 5391.291504
	Iteration 4Q: 3 clusters Score -9868094 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -9868477.000000 Penalty: 5391.291504
	Iteration 5Q: 3 clusters Score -9868477 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -9868784.000000 Penalty: 5391.291504
	Iteration 6Q: 3 clusters Score -9868784 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -9869268.000000 Penalty: 5391.291504
	Iteration 7Q: 3 clusters Score -9869268 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -9869928.000000 Penalty: 5391.291504
	Iteration 8Q: 3 clusters Score -9869928 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -9870913.000000 Penalty: 5391.291504
	Iteration 9Q: 3 clusters Score -9870913 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9872292.000000 Penalty: 5391.291504
	Iteration 10Q: 3 clusters Score -9872292 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -9874335.000000 Penalty: 5391.291504
	Iteration 11F: 3 clusters Score -9874335 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -9876899.000000 Penalty: 5391.291504
	Iteration 12F: 3 clusters Score -9876899 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -9879255.000000 Penalty: 5391.291504
	Iteration 13F: 3 clusters Score -9879255 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9880672.000000 Penalty: 5391.291504
	Iteration 14F: 3 clusters Score -9880672 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9881406.000000 Penalty: 5391.291504
	Iteration 15Q: 3 clusters Score -9881406 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9881831.000000 Penalty: 5391.291504
	Iteration 16Q: 3 clusters Score -9881831 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
Score: -9882021.000000 Penalty: 5391.291504
	Iteration 17Q: 3 clusters Score -9882021 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -9882102.000000 Penalty: 5391.291504
	Iteration 18Q: 3 clusters Score -9882102 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -9882182.000000 Penalty: 5391.291504
	Iteration 19Q: 3 clusters Score -9882182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9882238.000000 Penalty: 5391.291504
	Iteration 20F: 3 clusters Score -9882238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -9882272.000000 Penalty: 5391.291504
	Iteration 21Q: 3 clusters Score -9882272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -9882293.000000 Penalty: 5391.291504
	Iteration 22Q: 3 clusters Score -9882293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -9882331.000000 Penalty: 5391.291504
	Iteration 23Q: 3 clusters Score -9882331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -9882338.000000 Penalty: 5391.291504
	Iteration 24Q: 3 clusters Score -9882338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -9882357.000000 Penalty: 5391.291504
	Iteration 25Q: 3 clusters Score -9882357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -9882381.000000 Penalty: 5391.291504
	Iteration 26Q: 3 clusters Score -9882381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -9882378.000000 Penalty: 5391.291504
	Iteration 27Q: 3 clusters Score -9882378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -9882377.000000 Penalty: 5391.291504
	Iteration 28Q: 3 clusters Score -9882377 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 51912 members 
Entering Unmasked Estep 
Score: -9882388.000000 Penalty: 5391.291504
	Iteration 29Q: 3 clusters Score -9882388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -9882396.000000 Penalty: 5391.291504
	Iteration 30Q: 3 clusters Score -9882396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51914 members 
Entering Unmasked Estep 
Score: -9882402.000000 Penalty: 5391.291504
	Iteration 31Q: 3 clusters Score -9882402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -9882401.000000 Penalty: 5391.291504
	Iteration 32Q: 3 clusters Score -9882401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -9882408.000000 Penalty: 5391.291504
	Iteration 33Q: 3 clusters Score -9882408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51923 members 
Entering Unmasked Estep 
Score: -9882412.000000 Penalty: 5391.291504
	Iteration 34Q: 3 clusters Score -9882412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -9882417.000000 Penalty: 5391.291504
	Iteration 35Q: 3 clusters Score -9882417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -9882416.000000 Penalty: 5391.291504
	Iteration 36Q: 3 clusters Score -9882416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 51938 members 
Entering Unmasked Estep 
Score: -9882423.000000 Penalty: 5391.291504
	Iteration 37Q: 3 clusters Score -9882423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -9882435.000000 Penalty: 5391.291504
	Iteration 38Q: 3 clusters Score -9882435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -9882421.000000 Penalty: 5391.291504
	Iteration 39Q: 3 clusters Score -9882421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -9882439.000000 Penalty: 5391.291504
	Iteration 40F: 3 clusters Score -9882439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 51957 members 
Entering Unmasked Estep 
Score: -9882436.000000 Penalty: 5391.291504
	Iteration 41Q: 3 clusters Score -9882436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -9882443.000000 Penalty: 5391.291504
	Iteration 42Q: 3 clusters Score -9882443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -9882444.000000 Penalty: 5391.291504
	Iteration 43Q: 3 clusters Score -9882444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -9882458.000000 Penalty: 5391.291504
	Iteration 44Q: 3 clusters Score -9882458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 51963 members 
Entering Unmasked Estep 
Score: -9882453.000000 Penalty: 5391.291504
	Iteration 45Q: 3 clusters Score -9882453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -9882455.000000 Penalty: 5391.291504
	Iteration 46Q: 3 clusters Score -9882455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -9882454.000000 Penalty: 5391.291504
	Iteration 47Q: 3 clusters Score -9882454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -9882451.000000 Penalty: 5391.291504
	Iteration 48Q: 3 clusters Score -9882451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9882458.000000 Penalty: 5391.291504
	Iteration 49Q: 3 clusters Score -9882458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9882467.000000 Penalty: 5391.291504
	Iteration 50Q: 3 clusters Score -9882467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 51978 members 
Entering Unmasked Estep 
Score: -9882463.000000 Penalty: 5391.291504
	Iteration 51Q: 3 clusters Score -9882463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9882475.000000 Penalty: 5391.291504
	Iteration 52Q: 3 clusters Score -9882475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -9882472.000000 Penalty: 5391.291504
	Iteration 53Q: 3 clusters Score -9882472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -9882491.000000 Penalty: 5391.291504
	Iteration 54Q: 3 clusters Score -9882491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -9882490.000000 Penalty: 5391.291504
	Iteration 55Q: 3 clusters Score -9882490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9882492.000000 Penalty: 5391.291504
	Iteration 56Q: 3 clusters Score -9882492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -9882493.000000 Penalty: 5391.291504
	Iteration 57Q: 3 clusters Score -9882493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9882500.000000 Penalty: 5391.291504
	Iteration 58Q: 3 clusters Score -9882500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9882485.000000 Penalty: 5391.291504
	Iteration 59Q: 3 clusters Score -9882485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -9882494.000000 Penalty: 5391.291504
	Iteration 60F: 3 clusters Score -9882494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Entering Unmasked Estep 
Score: -519228.156250 Penalty: 1965.707886
	Iteration 0F: 2 clusters Score -519228.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -516115.750000 Penalty: 3931.415771
	Iteration 0F: 3 clusters Score -516115.8 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -516676.562500 Penalty: 3931.415771
	Iteration 1F: 3 clusters Score -516676.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -516805.968750 Penalty: 3931.415771
	Iteration 2F: 3 clusters Score -516806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -516879.906250 Penalty: 3931.415771
	Iteration 3Q: 3 clusters Score -516879.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -516945.593750 Penalty: 3931.415771
	Iteration 4Q: 3 clusters Score -516945.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -516987.468750 Penalty: 3931.415771
	Iteration 5Q: 3 clusters Score -516987.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -517011.437500 Penalty: 3931.415771
	Iteration 6Q: 3 clusters Score -517011.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -517032.593750 Penalty: 3931.415771
	Iteration 7Q: 3 clusters Score -517032.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -517044.312500 Penalty: 3931.415771
	Iteration 8Q: 3 clusters Score -517044.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -517051.250000 Penalty: 3931.415771
	Iteration 9Q: 3 clusters Score -517051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -517059.156250 Penalty: 3931.415771
	Iteration 10Q: 3 clusters Score -517059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -517064.218750 Penalty: 3931.415771
	Iteration 11Q: 3 clusters Score -517064.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -517070.500000 Penalty: 3931.415771
	Iteration 12Q: 3 clusters Score -517070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -517075.437500 Penalty: 3931.415771
	Iteration 13Q: 3 clusters Score -517075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -517077.812500 Penalty: 3931.415771
	Iteration 14Q: 3 clusters Score -517077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -517079.031250 Penalty: 3931.415771
	Iteration 15Q: 3 clusters Score -517079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -517081.156250 Penalty: 3931.415771
	Iteration 16Q: 3 clusters Score -517081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -517082.437500 Penalty: 3931.415771
	Iteration 17Q: 3 clusters Score -517082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -517083.906250 Penalty: 3931.415771
	Iteration 18Q: 3 clusters Score -517083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -517086.250000 Penalty: 3931.415771
	Iteration 19Q: 3 clusters Score -517086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -517087.562500 Penalty: 3931.415771
	Iteration 20F: 3 clusters Score -517087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -517089.000000 Penalty: 3931.415771
	Iteration 21Q: 3 clusters Score -517089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -517090.000000 Penalty: 3931.415771
	Iteration 22Q: 3 clusters Score -517090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -517090.187500 Penalty: 3931.415771
	Iteration 23Q: 3 clusters Score -517090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -517090.187500 Penalty: 3931.415771
	Iteration 24F: 3 clusters Score -517090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Entering Unmasked Estep 
Score: -316220.437500 Penalty: 1851.766235
	Iteration 0F: 2 clusters Score -316220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -313720.187500 Penalty: 3703.532471
	Iteration 0F: 3 clusters Score -313720.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -314104.156250 Penalty: 3703.532471
	Iteration 1F: 3 clusters Score -314104.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -314219.375000 Penalty: 3703.532471
	Iteration 2F: 3 clusters Score -314219.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -314287.062500 Penalty: 3703.532471
	Iteration 3Q: 3 clusters Score -314287.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -314319.531250 Penalty: 3703.532471
	Iteration 4Q: 3 clusters Score -314319.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -314344.093750 Penalty: 3703.532471
	Iteration 5Q: 3 clusters Score -314344.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -314370.937500 Penalty: 3703.532471
	Iteration 6Q: 3 clusters Score -314370.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -314394.968750 Penalty: 3703.532471
	Iteration 7Q: 3 clusters Score -314395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -314416.062500 Penalty: 3703.532471
	Iteration 8Q: 3 clusters Score -314416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -314424.312500 Penalty: 3703.532471
	Iteration 9Q: 3 clusters Score -314424.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -314430.968750 Penalty: 3703.532471
	Iteration 10Q: 3 clusters Score -314431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -314438.937500 Penalty: 3703.532471
	Iteration 11Q: 3 clusters Score -314438.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -314444.312500 Penalty: 3703.532471
	Iteration 12Q: 3 clusters Score -314444.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -314451.218750 Penalty: 3703.532471
	Iteration 13Q: 3 clusters Score -314451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -314459.468750 Penalty: 3703.532471
	Iteration 14Q: 3 clusters Score -314459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -314462.468750 Penalty: 3703.532471
	Iteration 15Q: 3 clusters Score -314462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -314463.687500 Penalty: 3703.532471
	Iteration 16Q: 3 clusters Score -314463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -314464.718750 Penalty: 3703.532471
	Iteration 17Q: 3 clusters Score -314464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -314466.906250 Penalty: 3703.532471
	Iteration 18Q: 3 clusters Score -314466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -314467.875000 Penalty: 3703.532471
	Iteration 19Q: 3 clusters Score -314467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -314467.875000 Penalty: 3703.532471
	Iteration 20F: 3 clusters Score -314467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Entering Unmasked Estep 
Score: -9891625.000000 Penalty: 2696.602051
	Iteration 0F: 2 clusters Score -9891625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -9860548.000000 Penalty: 5393.204102
	Iteration 0F: 3 clusters Score -9860548 nChanged 24394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9874063.000000 Penalty: 5393.204102
	Iteration 1F: 3 clusters Score -9874063 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -9874739.000000 Penalty: 5393.204102
	Iteration 2Q: 3 clusters Score -9874739 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -9875393.000000 Penalty: 5393.204102
	Iteration 3Q: 3 clusters Score -9875393 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -9876161.000000 Penalty: 5393.204102
	Iteration 4Q: 3 clusters Score -9876161 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -9877196.000000 Penalty: 5393.204102
	Iteration 5Q: 3 clusters Score -9877196 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -9878444.000000 Penalty: 5393.204102
	Iteration 6F: 3 clusters Score -9878444 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -9880007.000000 Penalty: 5393.204102
	Iteration 7F: 3 clusters Score -9880007 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -9882222.000000 Penalty: 5393.204102
	Iteration 8F: 3 clusters Score -9882222 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -9885127.000000 Penalty: 5393.204102
	Iteration 9F: 3 clusters Score -9885127 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -9887873.000000 Penalty: 5393.204102
	Iteration 10F: 3 clusters Score -9887873 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -9889495.000000 Penalty: 5393.204102
	Iteration 11Q: 3 clusters Score -9889495 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -9890404.000000 Penalty: 5393.204102
	Iteration 12Q: 3 clusters Score -9890404 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -9891054.000000 Penalty: 5393.204102
	Iteration 13Q: 3 clusters Score -9891054 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -9891463.000000 Penalty: 5393.204102
	Iteration 14Q: 3 clusters Score -9891463 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -9891722.000000 Penalty: 5393.204102
	Iteration 15Q: 3 clusters Score -9891722 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -9891963.000000 Penalty: 5393.204102
	Iteration 16Q: 3 clusters Score -9891963 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9892128.000000 Penalty: 5393.204102
	Iteration 17Q: 3 clusters Score -9892128 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -9892228.000000 Penalty: 5393.204102
	Iteration 18Q: 3 clusters Score -9892228 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -9892346.000000 Penalty: 5393.204102
	Iteration 19Q: 3 clusters Score -9892346 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -9892384.000000 Penalty: 5393.204102
	Iteration 20F: 3 clusters Score -9892384 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -9892379.000000 Penalty: 5393.204102
	Iteration 21Q: 3 clusters Score -9892379 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -9892399.000000 Penalty: 5393.204102
	Iteration 22Q: 3 clusters Score -9892399 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -9892401.000000 Penalty: 5393.204102
	Iteration 23Q: 3 clusters Score -9892401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 24Q: 3 clusters Score -9892424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -9892413.000000 Penalty: 5393.204102
	Iteration 25Q: 3 clusters Score -9892413 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -9892421.000000 Penalty: 5393.204102
	Iteration 26Q: 3 clusters Score -9892421 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -9892427.000000 Penalty: 5393.204102
	Iteration 27Q: 3 clusters Score -9892427 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -9892438.000000 Penalty: 5393.204102
	Iteration 28Q: 3 clusters Score -9892438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -9892440.000000 Penalty: 5393.204102
	Iteration 29Q: 3 clusters Score -9892440 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -9892456.000000 Penalty: 5393.204102
	Iteration 30Q: 3 clusters Score -9892456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -9892440.000000 Penalty: 5393.204102
	Iteration 31Q: 3 clusters Score -9892440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -9892420.000000 Penalty: 5393.204102
	Iteration 32Q: 3 clusters Score -9892420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9892426.000000 Penalty: 5393.204102
	Iteration 33Q: 3 clusters Score -9892426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9892410.000000 Penalty: 5393.204102
	Iteration 34Q: 3 clusters Score -9892410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9892410.000000 Penalty: 5393.204102
	Iteration 35Q: 3 clusters Score -9892410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 36Q: 3 clusters Score -9892418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -9892412.000000 Penalty: 5393.204102
	Iteration 37Q: 3 clusters Score -9892412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 38Q: 3 clusters Score -9892418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9892428.000000 Penalty: 5393.204102
	Iteration 39Q: 3 clusters Score -9892428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9892450.000000 Penalty: 5393.204102
	Iteration 40F: 3 clusters Score -9892450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -9892447.000000 Penalty: 5393.204102
	Iteration 41Q: 3 clusters Score -9892447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -9892445.000000 Penalty: 5393.204102
	Iteration 42Q: 3 clusters Score -9892445 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -9892449.000000 Penalty: 5393.204102
	Iteration 43Q: 3 clusters Score -9892449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -9892440.000000 Penalty: 5393.204102
	Iteration 44Q: 3 clusters Score -9892440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -9892442.000000 Penalty: 5393.204102
	Iteration 45Q: 3 clusters Score -9892442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -9892442.000000 Penalty: 5393.204102
	Iteration 46Q: 3 clusters Score -9892442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -9892441.000000 Penalty: 5393.204102
	Iteration 47Q: 3 clusters Score -9892441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -9892431.000000 Penalty: 5393.204102
	Iteration 48Q: 3 clusters Score -9892431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -9892438.000000 Penalty: 5393.204102
	Iteration 49Q: 3 clusters Score -9892438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 50Q: 3 clusters Score -9892418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 51Q: 3 clusters Score -9892424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 52Q: 3 clusters Score -9892424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -9892425.000000 Penalty: 5393.204102
	Iteration 53Q: 3 clusters Score -9892425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -9892436.000000 Penalty: 5393.204102
	Iteration 54Q: 3 clusters Score -9892436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -9892421.000000 Penalty: 5393.204102
	Iteration 55Q: 3 clusters Score -9892421 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -9892432.000000 Penalty: 5393.204102
	Iteration 56Q: 3 clusters Score -9892432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -9892430.000000 Penalty: 5393.204102
	Iteration 57Q: 3 clusters Score -9892430 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -9892437.000000 Penalty: 5393.204102
	Iteration 58Q: 3 clusters Score -9892437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -9892441.000000 Penalty: 5393.204102
	Iteration 59Q: 3 clusters Score -9892441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -9892419.000000 Penalty: 5393.204102
	Iteration 60F: 3 clusters Score -9892419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -9892417.000000 Penalty: 5393.204102
	Iteration 61Q: 3 clusters Score -9892417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9892412.000000 Penalty: 5393.204102
	Iteration 62Q: 3 clusters Score -9892412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -9892412.000000 Penalty: 5393.204102
	Iteration 63Q: 3 clusters Score -9892412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 64Q: 3 clusters Score -9892418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 65Q: 3 clusters Score -9892418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 66Q: 3 clusters Score -9892424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9892429.000000 Penalty: 5393.204102
	Iteration 67Q: 3 clusters Score -9892429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -9892431.000000 Penalty: 5393.204102
	Iteration 68Q: 3 clusters Score -9892431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 69Q: 3 clusters Score -9892418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -9892429.000000 Penalty: 5393.204102
	Iteration 70Q: 3 clusters Score -9892429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -9892435.000000 Penalty: 5393.204102
	Iteration 71Q: 3 clusters Score -9892435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -9892433.000000 Penalty: 5393.204102
	Iteration 72Q: 3 clusters Score -9892433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -9892423.000000 Penalty: 5393.204102
	Iteration 73Q: 3 clusters Score -9892423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9892419.000000 Penalty: 5393.204102
	Iteration 74Q: 3 clusters Score -9892419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -9892407.000000 Penalty: 5393.204102
	Iteration 75Q: 3 clusters Score -9892407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -9892415.000000 Penalty: 5393.204102
	Iteration 76Q: 3 clusters Score -9892415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -9892409.000000 Penalty: 5393.204102
	Iteration 77Q: 3 clusters Score -9892409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -9892407.000000 Penalty: 5393.204102
	Iteration 78Q: 3 clusters Score -9892407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -9892423.000000 Penalty: 5393.204102
	Iteration 79Q: 3 clusters Score -9892423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -9892431.000000 Penalty: 5393.204102
	Iteration 80F: 3 clusters Score -9892431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9892437.000000 Penalty: 5393.204102
	Iteration 81Q: 3 clusters Score -9892437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -9892439.000000 Penalty: 5393.204102
	Iteration 82Q: 3 clusters Score -9892439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -9892444.000000 Penalty: 5393.204102
	Iteration 83Q: 3 clusters Score -9892444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -9892439.000000 Penalty: 5393.204102
	Iteration 84Q: 3 clusters Score -9892439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -9892451.000000 Penalty: 5393.204102
	Iteration 85Q: 3 clusters Score -9892451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -9892453.000000 Penalty: 5393.204102
	Iteration 86Q: 3 clusters Score -9892453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -9892451.000000 Penalty: 5393.204102
	Iteration 87Q: 3 clusters Score -9892451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -9892460.000000 Penalty: 5393.204102
	Iteration 88Q: 3 clusters Score -9892460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -9892439.000000 Penalty: 5393.204102
	Iteration 89Q: 3 clusters Score -9892439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9892425.000000 Penalty: 5393.204102
	Iteration 90Q: 3 clusters Score -9892425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9892423.000000 Penalty: 5393.204102
	Iteration 91Q: 3 clusters Score -9892423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -9892432.000000 Penalty: 5393.204102
	Iteration 92Q: 3 clusters Score -9892432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -9892428.000000 Penalty: 5393.204102
	Iteration 93Q: 3 clusters Score -9892428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -9892415.000000 Penalty: 5393.204102
	Iteration 94Q: 3 clusters Score -9892415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -9892412.000000 Penalty: 5393.204102
	Iteration 95Q: 3 clusters Score -9892412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -9892418.000000 Penalty: 5393.204102
	Iteration 96Q: 3 clusters Score -9892418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -9892416.000000 Penalty: 5393.204102
	Iteration 97Q: 3 clusters Score -9892416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 98Q: 3 clusters Score -9892424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9892419.000000 Penalty: 5393.204102
	Iteration 99Q: 3 clusters Score -9892419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9892424.000000 Penalty: 5393.204102
	Iteration 100F: 3 clusters Score -9892424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -9892419.000000 Penalty: 5393.204102
	Iteration 101Q: 3 clusters Score -9892419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -9892417.000000 Penalty: 5393.204102
	Iteration 102Q: 3 clusters Score -9892417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -9892425.000000 Penalty: 5393.204102
	Iteration 103Q: 3 clusters Score -9892425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -9892416.000000 Penalty: 5393.204102
	Iteration 104Q: 3 clusters Score -9892416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9892420.000000 Penalty: 5393.204102
	Iteration 105Q: 3 clusters Score -9892420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -9892420.000000 Penalty: 5393.204102
	Iteration 106F: 3 clusters Score -9892420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 42858 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 50088 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44765 members 
Mstep: Class 14 contains 17104 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 27575 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50250 members 
Mstep: Class 23 contains 36387 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47662 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 52551 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 39797 members 
Mstep: Class 32 contains 38434 members 
Entering Unmasked Estep 
Score: -137152464.000000 Penalty: 107320.632812
Splitting cluster 30 changes total score from -137152384.000000 to -137152464.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 31 (39797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Entering Unmasked Estep 
Score: -7453860.500000 Penalty: 2626.703613
	Iteration 0F: 2 clusters Score -7453860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7427244.500000 Penalty: 5253.407227
	Iteration 0F: 3 clusters Score -7427244 nChanged 18190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -7437440.000000 Penalty: 5253.407227
	Iteration 1F: 3 clusters Score -7437440 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -7438140.500000 Penalty: 5253.407227
	Iteration 2Q: 3 clusters Score -7438140 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -7438939.500000 Penalty: 5253.407227
	Iteration 3Q: 3 clusters Score -7438940 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -7439971.500000 Penalty: 5253.407227
	Iteration 4Q: 3 clusters Score -7439972 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -7441394.500000 Penalty: 5253.407227
	Iteration 5F: 3 clusters Score -7441394 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -7443122.000000 Penalty: 5253.407227
	Iteration 6F: 3 clusters Score -7443122 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -7445047.500000 Penalty: 5253.407227
	Iteration 7F: 3 clusters Score -7445048 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -7447201.500000 Penalty: 5253.407227
	Iteration 8F: 3 clusters Score -7447202 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -7448816.500000 Penalty: 5253.407227
	Iteration 9F: 3 clusters Score -7448816 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -7449818.500000 Penalty: 5253.407227
	Iteration 10Q: 3 clusters Score -7449818 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7450337.500000 Penalty: 5253.407227
	Iteration 11Q: 3 clusters Score -7450338 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -7450741.500000 Penalty: 5253.407227
	Iteration 12Q: 3 clusters Score -7450742 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -7451055.500000 Penalty: 5253.407227
	Iteration 13Q: 3 clusters Score -7451056 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -7451262.500000 Penalty: 5253.407227
	Iteration 14Q: 3 clusters Score -7451262 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -7451411.500000 Penalty: 5253.407227
	Iteration 15Q: 3 clusters Score -7451412 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -7451503.000000 Penalty: 5253.407227
	Iteration 16Q: 3 clusters Score -7451503 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -7451551.000000 Penalty: 5253.407227
	Iteration 17Q: 3 clusters Score -7451551 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -7451578.000000 Penalty: 5253.407227
	Iteration 18Q: 3 clusters Score -7451578 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -7451582.000000 Penalty: 5253.407227
	Iteration 19Q: 3 clusters Score -7451582 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -7451599.000000 Penalty: 5253.407227
	Iteration 20F: 3 clusters Score -7451599 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -7451627.000000 Penalty: 5253.407227
	Iteration 21Q: 3 clusters Score -7451627 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -7451665.000000 Penalty: 5253.407227
	Iteration 22Q: 3 clusters Score -7451665 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7451679.500000 Penalty: 5253.407227
	Iteration 23Q: 3 clusters Score -7451680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -7451687.500000 Penalty: 5253.407227
	Iteration 24Q: 3 clusters Score -7451688 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -7451704.000000 Penalty: 5253.407227
	Iteration 25Q: 3 clusters Score -7451704 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -7451694.000000 Penalty: 5253.407227
	Iteration 26Q: 3 clusters Score -7451694 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -7451688.500000 Penalty: 5253.407227
	Iteration 27Q: 3 clusters Score -7451688 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -7451707.500000 Penalty: 5253.407227
	Iteration 28Q: 3 clusters Score -7451708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -7451713.500000 Penalty: 5253.407227
	Iteration 29Q: 3 clusters Score -7451714 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -7451708.500000 Penalty: 5253.407227
	Iteration 30Q: 3 clusters Score -7451708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -7451724.000000 Penalty: 5253.407227
	Iteration 31Q: 3 clusters Score -7451724 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -7451734.000000 Penalty: 5253.407227
	Iteration 32Q: 3 clusters Score -7451734 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -7451757.000000 Penalty: 5253.407227
	Iteration 33Q: 3 clusters Score -7451757 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -7451781.500000 Penalty: 5253.407227
	Iteration 34Q: 3 clusters Score -7451782 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -7451771.500000 Penalty: 5253.407227
	Iteration 35Q: 3 clusters Score -7451772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -7451766.500000 Penalty: 5253.407227
	Iteration 36Q: 3 clusters Score -7451766 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -7451772.500000 Penalty: 5253.407227
	Iteration 37Q: 3 clusters Score -7451772 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -7451779.500000 Penalty: 5253.407227
	Iteration 38Q: 3 clusters Score -7451780 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -7451788.500000 Penalty: 5253.407227
	Iteration 39Q: 3 clusters Score -7451788 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -7451767.500000 Penalty: 5253.407227
	Iteration 40F: 3 clusters Score -7451768 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7451749.500000 Penalty: 5253.407227
	Iteration 41Q: 3 clusters Score -7451750 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -7451767.500000 Penalty: 5253.407227
	Iteration 42Q: 3 clusters Score -7451768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -7451788.500000 Penalty: 5253.407227
	Iteration 43Q: 3 clusters Score -7451788 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -7451803.500000 Penalty: 5253.407227
	Iteration 44Q: 3 clusters Score -7451804 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -7451805.000000 Penalty: 5253.407227
	Iteration 45Q: 3 clusters Score -7451805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -7451806.000000 Penalty: 5253.407227
	Iteration 46Q: 3 clusters Score -7451806 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -7451802.000000 Penalty: 5253.407227
	Iteration 47Q: 3 clusters Score -7451802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -7451806.000000 Penalty: 5253.407227
	Iteration 48Q: 3 clusters Score -7451806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -7451803.500000 Penalty: 5253.407227
	Iteration 49Q: 3 clusters Score -7451804 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -7451818.000000 Penalty: 5253.407227
	Iteration 50Q: 3 clusters Score -7451818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -7451840.500000 Penalty: 5253.407227
	Iteration 51Q: 3 clusters Score -7451840 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -7451864.500000 Penalty: 5253.407227
	Iteration 52Q: 3 clusters Score -7451864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -7451856.500000 Penalty: 5253.407227
	Iteration 53Q: 3 clusters Score -7451856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -7451848.500000 Penalty: 5253.407227
	Iteration 54Q: 3 clusters Score -7451848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -7451840.000000 Penalty: 5253.407227
	Iteration 55Q: 3 clusters Score -7451840 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -7451850.500000 Penalty: 5253.407227
	Iteration 56Q: 3 clusters Score -7451850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -7451835.500000 Penalty: 5253.407227
	Iteration 57Q: 3 clusters Score -7451836 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -7451851.500000 Penalty: 5253.407227
	Iteration 58Q: 3 clusters Score -7451852 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -7451869.500000 Penalty: 5253.407227
	Iteration 59Q: 3 clusters Score -7451870 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7451873.500000 Penalty: 5253.407227
	Iteration 60F: 3 clusters Score -7451874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -7451912.000000 Penalty: 5253.407227
	Iteration 61Q: 3 clusters Score -7451912 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -7451936.500000 Penalty: 5253.407227
	Iteration 62Q: 3 clusters Score -7451936 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -7451935.500000 Penalty: 5253.407227
	Iteration 63Q: 3 clusters Score -7451936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -7451937.500000 Penalty: 5253.407227
	Iteration 64Q: 3 clusters Score -7451938 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -7451950.000000 Penalty: 5253.407227
	Iteration 65Q: 3 clusters Score -7451950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -7451955.500000 Penalty: 5253.407227
	Iteration 66Q: 3 clusters Score -7451956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -7451956.000000 Penalty: 5253.407227
	Iteration 67Q: 3 clusters Score -7451956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -7451972.500000 Penalty: 5253.407227
	Iteration 68Q: 3 clusters Score -7451972 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -7451987.000000 Penalty: 5253.407227
	Iteration 69Q: 3 clusters Score -7451987 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -7451978.000000 Penalty: 5253.407227
	Iteration 70Q: 3 clusters Score -7451978 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -7451984.000000 Penalty: 5253.407227
	Iteration 71Q: 3 clusters Score -7451984 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -7451985.000000 Penalty: 5253.407227
	Iteration 72Q: 3 clusters Score -7451985 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -7451984.500000 Penalty: 5253.407227
	Iteration 73Q: 3 clusters Score -7451984 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -7451987.000000 Penalty: 5253.407227
	Iteration 74Q: 3 clusters Score -7451987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -7452008.500000 Penalty: 5253.407227
	Iteration 75Q: 3 clusters Score -7452008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -7452028.500000 Penalty: 5253.407227
	Iteration 76Q: 3 clusters Score -7452028 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -7452026.500000 Penalty: 5253.407227
	Iteration 77Q: 3 clusters Score -7452026 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -7452033.500000 Penalty: 5253.407227
	Iteration 78Q: 3 clusters Score -7452034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -7452050.000000 Penalty: 5253.407227
	Iteration 79Q: 3 clusters Score -7452050 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -7452070.500000 Penalty: 5253.407227
	Iteration 80F: 3 clusters Score -7452070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -7452050.000000 Penalty: 5253.407227
	Iteration 81Q: 3 clusters Score -7452050 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -7452045.500000 Penalty: 5253.407227
	Iteration 82Q: 3 clusters Score -7452046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -7452049.500000 Penalty: 5253.407227
	Iteration 83Q: 3 clusters Score -7452050 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7452040.000000 Penalty: 5253.407227
	Iteration 84Q: 3 clusters Score -7452040 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -7452043.500000 Penalty: 5253.407227
	Iteration 85Q: 3 clusters Score -7452044 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -7452044.000000 Penalty: 5253.407227
	Iteration 86Q: 3 clusters Score -7452044 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -7452032.000000 Penalty: 5253.407227
	Iteration 87Q: 3 clusters Score -7452032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -7452047.500000 Penalty: 5253.407227
	Iteration 88Q: 3 clusters Score -7452048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -7452052.000000 Penalty: 5253.407227
	Iteration 89Q: 3 clusters Score -7452052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -7452064.000000 Penalty: 5253.407227
	Iteration 90Q: 3 clusters Score -7452064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -7452067.000000 Penalty: 5253.407227
	Iteration 91Q: 3 clusters Score -7452067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -7452083.500000 Penalty: 5253.407227
	Iteration 92Q: 3 clusters Score -7452084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -7452082.000000 Penalty: 5253.407227
	Iteration 93Q: 3 clusters Score -7452082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7452080.500000 Penalty: 5253.407227
	Iteration 94Q: 3 clusters Score -7452080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -7452081.500000 Penalty: 5253.407227
	Iteration 95Q: 3 clusters Score -7452082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -7452076.500000 Penalty: 5253.407227
	Iteration 96Q: 3 clusters Score -7452076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -7452078.000000 Penalty: 5253.407227
	Iteration 97Q: 3 clusters Score -7452078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -7452066.000000 Penalty: 5253.407227
	Iteration 98Q: 3 clusters Score -7452066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7452074.500000 Penalty: 5253.407227
	Iteration 99Q: 3 clusters Score -7452074 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -7452067.000000 Penalty: 5253.407227
	Iteration 100F: 3 clusters Score -7452067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -7452060.000000 Penalty: 5253.407227
	Iteration 101Q: 3 clusters Score -7452060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -7452086.500000 Penalty: 5253.407227
	Iteration 102Q: 3 clusters Score -7452086 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -7452072.500000 Penalty: 5253.407227
	Iteration 103Q: 3 clusters Score -7452072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7452080.000000 Penalty: 5253.407227
	Iteration 104Q: 3 clusters Score -7452080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -7452072.000000 Penalty: 5253.407227
	Iteration 105Q: 3 clusters Score -7452072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7452070.500000 Penalty: 5253.407227
	Iteration 106Q: 3 clusters Score -7452070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7452073.500000 Penalty: 5253.407227
	Iteration 107Q: 3 clusters Score -7452074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -7452078.500000 Penalty: 5253.407227
	Iteration 108Q: 3 clusters Score -7452078 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -7452065.000000 Penalty: 5253.407227
	Iteration 109Q: 3 clusters Score -7452065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -7452067.500000 Penalty: 5253.407227
	Iteration 110Q: 3 clusters Score -7452068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -7452072.000000 Penalty: 5253.407227
	Iteration 111Q: 3 clusters Score -7452072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -7452074.500000 Penalty: 5253.407227
	Iteration 112Q: 3 clusters Score -7452074 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -7452066.500000 Penalty: 5253.407227
	Iteration 113Q: 3 clusters Score -7452066 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -7452076.000000 Penalty: 5253.407227
	Iteration 114Q: 3 clusters Score -7452076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -7452085.500000 Penalty: 5253.407227
	Iteration 115Q: 3 clusters Score -7452086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -7452079.500000 Penalty: 5253.407227
	Iteration 116Q: 3 clusters Score -7452080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -7452074.000000 Penalty: 5253.407227
	Iteration 117Q: 3 clusters Score -7452074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -7452079.000000 Penalty: 5253.407227
	Iteration 118Q: 3 clusters Score -7452079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7452071.000000 Penalty: 5253.407227
	Iteration 119Q: 3 clusters Score -7452071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7452086.000000 Penalty: 5253.407227
	Iteration 120F: 3 clusters Score -7452086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -7452101.500000 Penalty: 5253.407227
	Iteration 121Q: 3 clusters Score -7452102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7452090.000000 Penalty: 5253.407227
	Iteration 122Q: 3 clusters Score -7452090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -7452086.500000 Penalty: 5253.407227
	Iteration 123Q: 3 clusters Score -7452086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -7452095.500000 Penalty: 5253.407227
	Iteration 124Q: 3 clusters Score -7452096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -7452093.500000 Penalty: 5253.407227
	Iteration 125Q: 3 clusters Score -7452094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -7452087.000000 Penalty: 5253.407227
	Iteration 126Q: 3 clusters Score -7452087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7452088.500000 Penalty: 5253.407227
	Iteration 127Q: 3 clusters Score -7452088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31544 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7452099.000000 Penalty: 5253.407227
	Iteration 128Q: 3 clusters Score -7452099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7452097.500000 Penalty: 5253.407227
	Iteration 129Q: 3 clusters Score -7452098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7452096.500000 Penalty: 5253.407227
	Iteration 130Q: 3 clusters Score -7452096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -7452091.000000 Penalty: 5253.407227
	Iteration 131Q: 3 clusters Score -7452091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -7452082.500000 Penalty: 5253.407227
	Iteration 132Q: 3 clusters Score -7452082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -7452089.000000 Penalty: 5253.407227
	Iteration 133Q: 3 clusters Score -7452089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7452091.000000 Penalty: 5253.407227
	Iteration 134Q: 3 clusters Score -7452091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -7452087.500000 Penalty: 5253.407227
	Iteration 135Q: 3 clusters Score -7452088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -7452082.500000 Penalty: 5253.407227
	Iteration 136Q: 3 clusters Score -7452082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -7452072.000000 Penalty: 5253.407227
	Iteration 137Q: 3 clusters Score -7452072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -7452074.000000 Penalty: 5253.407227
	Iteration 138Q: 3 clusters Score -7452074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -7452068.000000 Penalty: 5253.407227
	Iteration 139Q: 3 clusters Score -7452068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7452080.000000 Penalty: 5253.407227
	Iteration 140F: 3 clusters Score -7452080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -7452067.500000 Penalty: 5253.407227
	Iteration 141Q: 3 clusters Score -7452068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -7452069.000000 Penalty: 5253.407227
	Iteration 142Q: 3 clusters Score -7452069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -7452068.000000 Penalty: 5253.407227
	Iteration 143Q: 3 clusters Score -7452068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -7452065.500000 Penalty: 5253.407227
	Iteration 144Q: 3 clusters Score -7452066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7452069.500000 Penalty: 5253.407227
	Iteration 145Q: 3 clusters Score -7452070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -7452069.500000 Penalty: 5253.407227
	Iteration 146F: 3 clusters Score -7452070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6378 members 
Mstep: Class 4 contains 42858 members 
Mstep: Class 5 contains 4578 members 
Mstep: Class 6 contains 5880 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45665 members 
Mstep: Class 10 contains 50088 members 
Mstep: Class 11 contains 6989 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 44765 members 
Mstep: Class 14 contains 17104 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40575 members 
Mstep: Class 17 contains 26722 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 27575 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50250 members 
Mstep: Class 23 contains 36387 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47662 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 52551 members 
Mstep: Class 28 contains 2769 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 14320 members 
Mstep: Class 31 contains 39797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153328.000000 Penalty: 107320.632812
Iteration 279Q: 33 clusters Score -1.371533e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 42838 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 5895 members 
Mstep: Class 7 contains 45162 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45807 members 
Mstep: Class 10 contains 50124 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44757 members 
Mstep: Class 14 contains 17136 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40584 members 
Mstep: Class 17 contains 26785 members 
Mstep: Class 18 contains 46801 members 
Mstep: Class 19 contains 27572 members 
Mstep: Class 20 contains 44369 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50263 members 
Mstep: Class 23 contains 36334 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47674 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 52808 members 
Mstep: Class 28 contains 2770 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 14936 members 
Mstep: Class 31 contains 39392 members 
Mstep: Class 32 contains 37669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153664.000000 Penalty: 107320.632812
Iteration 280F: 33 clusters Score -1.371537e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 42769 members 
Mstep: Class 5 contains 4548 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 45152 members 
Mstep: Class 8 contains 722 members 
Mstep: Class 9 contains 45852 members 
Mstep: Class 10 contains 50084 members 
Mstep: Class 11 contains 7039 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44755 members 
Mstep: Class 14 contains 17151 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40396 members 
Mstep: Class 17 contains 26737 members 
Mstep: Class 18 contains 46778 members 
Mstep: Class 19 contains 27443 members 
Mstep: Class 20 contains 44053 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50238 members 
Mstep: Class 23 contains 36105 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47639 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 52353 members 
Mstep: Class 28 contains 2772 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 15313 members 
Mstep: Class 31 contains 39104 members 
Mstep: Class 32 contains 39119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154624.000000 Penalty: 107320.632812
Iteration 281Q: 33 clusters Score -1.371546e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 42750 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 5848 members 
Mstep: Class 7 contains 45171 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45880 members 
Mstep: Class 10 contains 50054 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44754 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40245 members 
Mstep: Class 17 contains 26697 members 
Mstep: Class 18 contains 46772 members 
Mstep: Class 19 contains 27301 members 
Mstep: Class 20 contains 43842 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50208 members 
Mstep: Class 23 contains 35897 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47650 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 51913 members 
Mstep: Class 28 contains 2777 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 15707 members 
Mstep: Class 31 contains 38878 members 
Mstep: Class 32 contains 40171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155520.000000 Penalty: 107320.632812
Iteration 282Q: 33 clusters Score -1.371555e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 42727 members 
Mstep: Class 5 contains 4528 members 
Mstep: Class 6 contains 5834 members 
Mstep: Class 7 contains 45183 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45887 members 
Mstep: Class 10 contains 50051 members 
Mstep: Class 11 contains 7041 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 17211 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 40093 members 
Mstep: Class 17 contains 26685 members 
Mstep: Class 18 contains 46725 members 
Mstep: Class 19 contains 27157 members 
Mstep: Class 20 contains 43650 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50180 members 
Mstep: Class 23 contains 35695 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47651 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 51586 members 
Mstep: Class 28 contains 2783 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 38741 members 
Mstep: Class 32 contains 41069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156352.000000 Penalty: 107320.632812
Iteration 283Q: 33 clusters Score -1.371564e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 42691 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 5821 members 
Mstep: Class 7 contains 45178 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45883 members 
Mstep: Class 10 contains 50041 members 
Mstep: Class 11 contains 7040 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44738 members 
Mstep: Class 14 contains 17263 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39930 members 
Mstep: Class 17 contains 26658 members 
Mstep: Class 18 contains 46714 members 
Mstep: Class 19 contains 27031 members 
Mstep: Class 20 contains 43474 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50148 members 
Mstep: Class 23 contains 35508 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47653 members 
Mstep: Class 26 contains 2095 members 
Mstep: Class 27 contains 51311 members 
Mstep: Class 28 contains 2793 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 16322 members 
Mstep: Class 31 contains 38634 members 
Mstep: Class 32 contains 41926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156784.000000 Penalty: 107320.632812
Iteration 284Q: 33 clusters Score -1.371568e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6389 members 
Mstep: Class 4 contains 42665 members 
Mstep: Class 5 contains 4508 members 
Mstep: Class 6 contains 5816 members 
Mstep: Class 7 contains 45181 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45861 members 
Mstep: Class 10 contains 50034 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44739 members 
Mstep: Class 14 contains 17296 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39759 members 
Mstep: Class 17 contains 26622 members 
Mstep: Class 18 contains 46699 members 
Mstep: Class 19 contains 26913 members 
Mstep: Class 20 contains 43322 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50124 members 
Mstep: Class 23 contains 35325 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47641 members 
Mstep: Class 26 contains 2097 members 
Mstep: Class 27 contains 51105 members 
Mstep: Class 28 contains 2804 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 16560 members 
Mstep: Class 31 contains 38547 members 
Mstep: Class 32 contains 42731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156944.000000 Penalty: 107320.632812
Iteration 285Q: 33 clusters Score -1.371569e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6390 members 
Mstep: Class 4 contains 42654 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 5807 members 
Mstep: Class 7 contains 45166 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45798 members 
Mstep: Class 10 contains 49996 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 17334 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39588 members 
Mstep: Class 17 contains 26606 members 
Mstep: Class 18 contains 46606 members 
Mstep: Class 19 contains 26805 members 
Mstep: Class 20 contains 43234 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50091 members 
Mstep: Class 23 contains 35176 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47640 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 51006 members 
Mstep: Class 28 contains 2819 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 16742 members 
Mstep: Class 31 contains 38463 members 
Mstep: Class 32 contains 43490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157232.000000 Penalty: 107320.632812
Iteration 286Q: 33 clusters Score -1.371572e+08 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6377 members 
Mstep: Class 4 contains 42643 members 
Mstep: Class 5 contains 4497 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 45168 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45707 members 
Mstep: Class 10 contains 49990 members 
Mstep: Class 11 contains 7005 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 17369 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39410 members 
Mstep: Class 17 contains 26587 members 
Mstep: Class 18 contains 46519 members 
Mstep: Class 19 contains 26694 members 
Mstep: Class 20 contains 43185 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 35024 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47627 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 50923 members 
Mstep: Class 28 contains 2833 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 16909 members 
Mstep: Class 31 contains 38381 members 
Mstep: Class 32 contains 44250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157312.000000 Penalty: 107320.632812
Iteration 287Q: 33 clusters Score -1.371573e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 42650 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 5797 members 
Mstep: Class 7 contains 45135 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45621 members 
Mstep: Class 10 contains 49985 members 
Mstep: Class 11 contains 6985 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44758 members 
Mstep: Class 14 contains 17394 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39240 members 
Mstep: Class 17 contains 26579 members 
Mstep: Class 18 contains 46387 members 
Mstep: Class 19 contains 26588 members 
Mstep: Class 20 contains 43136 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49963 members 
Mstep: Class 23 contains 34843 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47611 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 50890 members 
Mstep: Class 28 contains 2841 members 
Mstep: Class 29 contains 1746 members 
Mstep: Class 30 contains 17080 members 
Mstep: Class 31 contains 38267 members 
Mstep: Class 32 contains 45044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157200.000000 Penalty: 107320.632812
Iteration 288Q: 33 clusters Score -1.371572e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6373 members 
Mstep: Class 4 contains 42638 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 5795 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45553 members 
Mstep: Class 10 contains 49967 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44768 members 
Mstep: Class 14 contains 17422 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 39067 members 
Mstep: Class 17 contains 26568 members 
Mstep: Class 18 contains 46230 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 43105 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49821 members 
Mstep: Class 23 contains 34683 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47605 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 51074 members 
Mstep: Class 28 contains 2846 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 17161 members 
Mstep: Class 31 contains 38176 members 
Mstep: Class 32 contains 45744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157408.000000 Penalty: 107320.632812
Iteration 289Q: 33 clusters Score -1.371574e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6376 members 
Mstep: Class 4 contains 42622 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 5786 members 
Mstep: Class 7 contains 45087 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45482 members 
Mstep: Class 10 contains 49947 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44766 members 
Mstep: Class 14 contains 17443 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 38885 members 
Mstep: Class 17 contains 26574 members 
Mstep: Class 18 contains 46137 members 
Mstep: Class 19 contains 26397 members 
Mstep: Class 20 contains 43069 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49726 members 
Mstep: Class 23 contains 34551 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47606 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 51209 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 17179 members 
Mstep: Class 31 contains 38094 members 
Mstep: Class 32 contains 46423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157536.000000 Penalty: 107320.632812
Iteration 290Q: 33 clusters Score -1.371575e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6380 members 
Mstep: Class 4 contains 42579 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 5771 members 
Mstep: Class 7 contains 45064 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45416 members 
Mstep: Class 10 contains 49947 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44763 members 
Mstep: Class 14 contains 17468 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 38683 members 
Mstep: Class 17 contains 26571 members 
Mstep: Class 18 contains 46037 members 
Mstep: Class 19 contains 26319 members 
Mstep: Class 20 contains 43089 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49649 members 
Mstep: Class 23 contains 34420 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47612 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 51385 members 
Mstep: Class 28 contains 2852 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 17197 members 
Mstep: Class 31 contains 38025 members 
Mstep: Class 32 contains 47002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157504.000000 Penalty: 107320.632812
Iteration 291Q: 33 clusters Score -1.371575e+08 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6379 members 
Mstep: Class 4 contains 42543 members 
Mstep: Class 5 contains 4491 members 
Mstep: Class 6 contains 5765 members 
Mstep: Class 7 contains 45052 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45342 members 
Mstep: Class 10 contains 49907 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44774 members 
Mstep: Class 14 contains 17491 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 38511 members 
Mstep: Class 17 contains 26565 members 
Mstep: Class 18 contains 45908 members 
Mstep: Class 19 contains 26240 members 
Mstep: Class 20 contains 43076 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49550 members 
Mstep: Class 23 contains 34304 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47620 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 51658 members 
Mstep: Class 28 contains 2855 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 17167 members 
Mstep: Class 31 contains 37957 members 
Mstep: Class 32 contains 47576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157968.000000 Penalty: 107320.632812
Iteration 292Q: 33 clusters Score -1.37158e+08 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6385 members 
Mstep: Class 4 contains 42502 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 5762 members 
Mstep: Class 7 contains 45016 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45245 members 
Mstep: Class 10 contains 49873 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44781 members 
Mstep: Class 14 contains 17514 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 38324 members 
Mstep: Class 17 contains 26567 members 
Mstep: Class 18 contains 45771 members 
Mstep: Class 19 contains 26175 members 
Mstep: Class 20 contains 43048 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49490 members 
Mstep: Class 23 contains 34229 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47615 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 51695 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 17218 members 
Mstep: Class 31 contains 37899 members 
Mstep: Class 32 contains 48289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158064.000000 Penalty: 107320.632812
Iteration 293Q: 33 clusters Score -1.371581e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 42461 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 5764 members 
Mstep: Class 7 contains 45006 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45162 members 
Mstep: Class 10 contains 49785 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44787 members 
Mstep: Class 14 contains 17538 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 38136 members 
Mstep: Class 17 contains 26546 members 
Mstep: Class 18 contains 45732 members 
Mstep: Class 19 contains 26147 members 
Mstep: Class 20 contains 43012 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49319 members 
Mstep: Class 23 contains 34152 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47608 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 51504 members 
Mstep: Class 28 contains 2860 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 17401 members 
Mstep: Class 31 contains 37841 members 
Mstep: Class 32 contains 49125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158384.000000 Penalty: 107320.632812
Iteration 294Q: 33 clusters Score -1.371584e+08 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6388 members 
Mstep: Class 4 contains 42404 members 
Mstep: Class 5 contains 4499 members 
Mstep: Class 6 contains 5759 members 
Mstep: Class 7 contains 44975 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 45065 members 
Mstep: Class 10 contains 49721 members 
Mstep: Class 11 contains 6874 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44792 members 
Mstep: Class 14 contains 17561 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 37929 members 
Mstep: Class 17 contains 26531 members 
Mstep: Class 18 contains 45717 members 
Mstep: Class 19 contains 26110 members 
Mstep: Class 20 contains 42964 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49253 members 
Mstep: Class 23 contains 34056 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47620 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 51201 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 17666 members 
Mstep: Class 31 contains 37768 members 
Mstep: Class 32 contains 49935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158352.000000 Penalty: 107320.632812
Iteration 295Q: 33 clusters Score -1.371584e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6384 members 
Mstep: Class 4 contains 42359 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 5756 members 
Mstep: Class 7 contains 44944 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 44965 members 
Mstep: Class 10 contains 49703 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44802 members 
Mstep: Class 14 contains 17583 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 37727 members 
Mstep: Class 17 contains 26507 members 
Mstep: Class 18 contains 45692 members 
Mstep: Class 19 contains 26079 members 
Mstep: Class 20 contains 42914 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49204 members 
Mstep: Class 23 contains 33927 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47600 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 50953 members 
Mstep: Class 28 contains 2875 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 17976 members 
Mstep: Class 31 contains 37677 members 
Mstep: Class 32 contains 50658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158688.000000 Penalty: 107320.632812
Iteration 296Q: 33 clusters Score -1.371587e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 42330 members 
Mstep: Class 5 contains 4502 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 44926 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 9 contains 44896 members 
Mstep: Class 10 contains 49654 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44817 members 
Mstep: Class 14 contains 17609 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 37456 members 
Mstep: Class 17 contains 26495 members 
Mstep: Class 18 contains 45659 members 
Mstep: Class 19 contains 26054 members 
Mstep: Class 20 contains 42844 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49106 members 
Mstep: Class 23 contains 33831 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47570 members 
Mstep: Class 26 contains 2112 members 
Mstep: Class 27 contains 50837 members 
Mstep: Class 28 contains 2886 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 18295 members 
Mstep: Class 31 contains 37586 members 
Mstep: Class 32 contains 51319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158784.000000 Penalty: 107320.632812
Iteration 297Q: 33 clusters Score -1.371588e+08 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6372 members 
Mstep: Class 4 contains 42329 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 44902 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44843 members 
Mstep: Class 10 contains 49556 members 
Mstep: Class 11 contains 6848 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44829 members 
Mstep: Class 14 contains 17625 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 37176 members 
Mstep: Class 17 contains 26455 members 
Mstep: Class 18 contains 45605 members 
Mstep: Class 19 contains 26046 members 
Mstep: Class 20 contains 42779 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48983 members 
Mstep: Class 23 contains 33745 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47558 members 
Mstep: Class 26 contains 2113 members 
Mstep: Class 27 contains 50869 members 
Mstep: Class 28 contains 2894 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 18645 members 
Mstep: Class 31 contains 37482 members 
Mstep: Class 32 contains 51859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158704.000000 Penalty: 107320.632812
Iteration 298Q: 33 clusters Score -1.371587e+08 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 42292 members 
Mstep: Class 5 contains 4500 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 44862 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44814 members 
Mstep: Class 10 contains 49498 members 
Mstep: Class 11 contains 6836 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44835 members 
Mstep: Class 14 contains 17652 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 36883 members 
Mstep: Class 17 contains 26430 members 
Mstep: Class 18 contains 45423 members 
Mstep: Class 19 contains 26043 members 
Mstep: Class 20 contains 42775 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48963 members 
Mstep: Class 23 contains 33693 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47538 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 50947 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 18989 members 
Mstep: Class 31 contains 37367 members 
Mstep: Class 32 contains 52296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158704.000000 Penalty: 107320.632812
Iteration 299Q: 33 clusters Score -1.371587e+08 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 42262 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 5744 members 
Mstep: Class 7 contains 44815 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44764 members 
Mstep: Class 10 contains 49449 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44853 members 
Mstep: Class 14 contains 17687 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 36626 members 
Mstep: Class 17 contains 26426 members 
Mstep: Class 18 contains 45304 members 
Mstep: Class 19 contains 26027 members 
Mstep: Class 20 contains 42772 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48925 members 
Mstep: Class 23 contains 33619 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47528 members 
Mstep: Class 26 contains 2114 members 
Mstep: Class 27 contains 51031 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 19337 members 
Mstep: Class 31 contains 37256 members 
Mstep: Class 32 contains 52627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158720.000000 Penalty: 107320.632812
Iteration 300F: 33 clusters Score -1.371587e+08 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6357 members 
Mstep: Class 4 contains 42241 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 5746 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44742 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 6834 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44868 members 
Mstep: Class 14 contains 17711 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 36373 members 
Mstep: Class 17 contains 26428 members 
Mstep: Class 18 contains 45204 members 
Mstep: Class 19 contains 26018 members 
Mstep: Class 20 contains 42774 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48908 members 
Mstep: Class 23 contains 33536 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47519 members 
Mstep: Class 26 contains 2113 members 
Mstep: Class 27 contains 51084 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 19724 members 
Mstep: Class 31 contains 37135 members 
Mstep: Class 32 contains 52865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158256.000000 Penalty: 107320.632812
Iteration 301Q: 33 clusters Score -1.371583e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6354 members 
Mstep: Class 4 contains 42235 members 
Mstep: Class 5 contains 4504 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 44696 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44745 members 
Mstep: Class 10 contains 49394 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44892 members 
Mstep: Class 14 contains 17724 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 36118 members 
Mstep: Class 17 contains 26392 members 
Mstep: Class 18 contains 45173 members 
Mstep: Class 19 contains 26001 members 
Mstep: Class 20 contains 42779 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48915 members 
Mstep: Class 23 contains 33451 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47502 members 
Mstep: Class 26 contains 2115 members 
Mstep: Class 27 contains 51154 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 20120 members 
Mstep: Class 31 contains 37044 members 
Mstep: Class 32 contains 52962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158096.000000 Penalty: 107320.632812
Iteration 302Q: 33 clusters Score -1.371581e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 42229 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 5741 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44776 members 
Mstep: Class 10 contains 49339 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44894 members 
Mstep: Class 14 contains 17745 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 35869 members 
Mstep: Class 17 contains 26373 members 
Mstep: Class 18 contains 45183 members 
Mstep: Class 19 contains 25998 members 
Mstep: Class 20 contains 42774 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48945 members 
Mstep: Class 23 contains 33372 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47514 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 51209 members 
Mstep: Class 28 contains 2911 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 20513 members 
Mstep: Class 31 contains 36926 members 
Mstep: Class 32 contains 52982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158176.000000 Penalty: 107320.632812
Iteration 303Q: 33 clusters Score -1.371582e+08 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6340 members 
Mstep: Class 4 contains 42235 members 
Mstep: Class 5 contains 4506 members 
Mstep: Class 6 contains 5734 members 
Mstep: Class 7 contains 44618 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44775 members 
Mstep: Class 10 contains 49257 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44900 members 
Mstep: Class 14 contains 17771 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 35608 members 
Mstep: Class 17 contains 26364 members 
Mstep: Class 18 contains 45276 members 
Mstep: Class 19 contains 25984 members 
Mstep: Class 20 contains 42768 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48986 members 
Mstep: Class 23 contains 33312 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47523 members 
Mstep: Class 26 contains 2116 members 
Mstep: Class 27 contains 51200 members 
Mstep: Class 28 contains 2912 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 20953 members 
Mstep: Class 31 contains 36788 members 
Mstep: Class 32 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158080.000000 Penalty: 107320.632812
Iteration 304Q: 33 clusters Score -1.371581e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6346 members 
Mstep: Class 4 contains 42230 members 
Mstep: Class 5 contains 4511 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 44541 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44788 members 
Mstep: Class 10 contains 49245 members 
Mstep: Class 11 contains 6841 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44894 members 
Mstep: Class 14 contains 17793 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 35344 members 
Mstep: Class 17 contains 26346 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 25986 members 
Mstep: Class 20 contains 42783 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49053 members 
Mstep: Class 23 contains 33249 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47504 members 
Mstep: Class 26 contains 2119 members 
Mstep: Class 27 contains 51206 members 
Mstep: Class 28 contains 2914 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 21359 members 
Mstep: Class 31 contains 36673 members 
Mstep: Class 32 contains 53001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158304.000000 Penalty: 107320.632812
Iteration 305Q: 33 clusters Score -1.371583e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6348 members 
Mstep: Class 4 contains 42216 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 44500 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44817 members 
Mstep: Class 10 contains 49228 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44883 members 
Mstep: Class 14 contains 17812 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 35113 members 
Mstep: Class 17 contains 26331 members 
Mstep: Class 18 contains 45332 members 
Mstep: Class 19 contains 25990 members 
Mstep: Class 20 contains 42786 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49045 members 
Mstep: Class 23 contains 33187 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47486 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 51206 members 
Mstep: Class 28 contains 2916 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 21772 members 
Mstep: Class 31 contains 36548 members 
Mstep: Class 32 contains 53035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159088.000000 Penalty: 107320.632812
Iteration 306Q: 33 clusters Score -1.371591e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 42215 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 5728 members 
Mstep: Class 7 contains 44470 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44836 members 
Mstep: Class 10 contains 49232 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44874 members 
Mstep: Class 14 contains 17819 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 34887 members 
Mstep: Class 17 contains 26323 members 
Mstep: Class 18 contains 45405 members 
Mstep: Class 19 contains 25986 members 
Mstep: Class 20 contains 42802 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 33137 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47476 members 
Mstep: Class 26 contains 2121 members 
Mstep: Class 27 contains 51153 members 
Mstep: Class 28 contains 2919 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 22218 members 
Mstep: Class 31 contains 36368 members 
Mstep: Class 32 contains 53054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159504.000000 Penalty: 107320.632812
Iteration 307Q: 33 clusters Score -1.371595e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6352 members 
Mstep: Class 4 contains 42207 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 44461 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44884 members 
Mstep: Class 10 contains 49248 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44875 members 
Mstep: Class 14 contains 17822 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 34666 members 
Mstep: Class 17 contains 26316 members 
Mstep: Class 18 contains 45408 members 
Mstep: Class 19 contains 25992 members 
Mstep: Class 20 contains 42781 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48992 members 
Mstep: Class 23 contains 33094 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47465 members 
Mstep: Class 26 contains 2123 members 
Mstep: Class 27 contains 51116 members 
Mstep: Class 28 contains 2924 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 22703 members 
Mstep: Class 31 contains 36169 members 
Mstep: Class 32 contains 53059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159248.000000 Penalty: 107320.632812
Iteration 308Q: 33 clusters Score -1.371592e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6343 members 
Mstep: Class 4 contains 42190 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 5732 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44939 members 
Mstep: Class 10 contains 49267 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44881 members 
Mstep: Class 14 contains 17829 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 34458 members 
Mstep: Class 17 contains 26309 members 
Mstep: Class 18 contains 45382 members 
Mstep: Class 19 contains 26023 members 
Mstep: Class 20 contains 42766 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48977 members 
Mstep: Class 23 contains 33074 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47462 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 51079 members 
Mstep: Class 28 contains 2930 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 23176 members 
Mstep: Class 31 contains 35983 members 
Mstep: Class 32 contains 53046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159456.000000 Penalty: 107320.632812
Iteration 309Q: 33 clusters Score -1.371595e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6339 members 
Mstep: Class 4 contains 42173 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 5733 members 
Mstep: Class 7 contains 44387 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44982 members 
Mstep: Class 10 contains 49300 members 
Mstep: Class 11 contains 6863 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44891 members 
Mstep: Class 14 contains 17838 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 34234 members 
Mstep: Class 17 contains 26303 members 
Mstep: Class 18 contains 45392 members 
Mstep: Class 19 contains 26031 members 
Mstep: Class 20 contains 42750 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48944 members 
Mstep: Class 23 contains 33055 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47464 members 
Mstep: Class 26 contains 2124 members 
Mstep: Class 27 contains 51019 members 
Mstep: Class 28 contains 2939 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 23671 members 
Mstep: Class 31 contains 35775 members 
Mstep: Class 32 contains 53037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159328.000000 Penalty: 107320.632812
Iteration 310Q: 33 clusters Score -1.371593e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 42152 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 5729 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44998 members 
Mstep: Class 10 contains 49306 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44888 members 
Mstep: Class 14 contains 17856 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 34016 members 
Mstep: Class 17 contains 26292 members 
Mstep: Class 18 contains 45387 members 
Mstep: Class 19 contains 26068 members 
Mstep: Class 20 contains 42737 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48924 members 
Mstep: Class 23 contains 33011 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47459 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50986 members 
Mstep: Class 28 contains 2948 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 24175 members 
Mstep: Class 31 contains 35604 members 
Mstep: Class 32 contains 53029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159504.000000 Penalty: 107320.632812
Iteration 311Q: 33 clusters Score -1.371595e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6319 members 
Mstep: Class 4 contains 42143 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 5725 members 
Mstep: Class 7 contains 44336 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45038 members 
Mstep: Class 10 contains 49339 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44884 members 
Mstep: Class 14 contains 17861 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 33803 members 
Mstep: Class 17 contains 26278 members 
Mstep: Class 18 contains 45415 members 
Mstep: Class 19 contains 26095 members 
Mstep: Class 20 contains 42718 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48896 members 
Mstep: Class 23 contains 32957 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47463 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50975 members 
Mstep: Class 28 contains 2954 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 24658 members 
Mstep: Class 31 contains 35319 members 
Mstep: Class 32 contains 53084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159664.000000 Penalty: 107320.632812
Iteration 312Q: 33 clusters Score -1.371597e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6302 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 5720 members 
Mstep: Class 7 contains 44315 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 49340 members 
Mstep: Class 11 contains 6858 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44890 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 33613 members 
Mstep: Class 17 contains 26257 members 
Mstep: Class 18 contains 45417 members 
Mstep: Class 19 contains 26096 members 
Mstep: Class 20 contains 42689 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48918 members 
Mstep: Class 23 contains 32901 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47455 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50940 members 
Mstep: Class 28 contains 2958 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 25170 members 
Mstep: Class 31 contains 34987 members 
Mstep: Class 32 contains 53200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159760.000000 Penalty: 107320.632812
Iteration 313Q: 33 clusters Score -1.371598e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6290 members 
Mstep: Class 4 contains 42161 members 
Mstep: Class 5 contains 4516 members 
Mstep: Class 6 contains 5712 members 
Mstep: Class 7 contains 44299 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45072 members 
Mstep: Class 10 contains 49360 members 
Mstep: Class 11 contains 6861 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44881 members 
Mstep: Class 14 contains 17868 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 33412 members 
Mstep: Class 17 contains 26245 members 
Mstep: Class 18 contains 45451 members 
Mstep: Class 19 contains 26088 members 
Mstep: Class 20 contains 42675 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48916 members 
Mstep: Class 23 contains 32873 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47460 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50877 members 
Mstep: Class 28 contains 2966 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 25741 members 
Mstep: Class 31 contains 34579 members 
Mstep: Class 32 contains 53331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159904.000000 Penalty: 107320.632812
Iteration 314Q: 33 clusters Score -1.371599e+08 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 42158 members 
Mstep: Class 5 contains 4519 members 
Mstep: Class 6 contains 5711 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45069 members 
Mstep: Class 10 contains 49387 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44853 members 
Mstep: Class 14 contains 17867 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 33205 members 
Mstep: Class 17 contains 26237 members 
Mstep: Class 18 contains 45488 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 42674 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48890 members 
Mstep: Class 23 contains 32857 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47469 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50778 members 
Mstep: Class 28 contains 2973 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 26364 members 
Mstep: Class 31 contains 34150 members 
Mstep: Class 32 contains 53465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 107320.632812
Iteration 315Q: 33 clusters Score -1.3716e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6275 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5713 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45062 members 
Mstep: Class 10 contains 49414 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44832 members 
Mstep: Class 14 contains 17870 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 33002 members 
Mstep: Class 17 contains 26233 members 
Mstep: Class 18 contains 45514 members 
Mstep: Class 19 contains 26142 members 
Mstep: Class 20 contains 42674 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48855 members 
Mstep: Class 23 contains 32831 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47456 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50740 members 
Mstep: Class 28 contains 2973 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 26967 members 
Mstep: Class 31 contains 33773 members 
Mstep: Class 32 contains 53542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159376.000000 Penalty: 107320.632812
Iteration 316Q: 33 clusters Score -1.371594e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6273 members 
Mstep: Class 4 contains 42088 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 44281 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45052 members 
Mstep: Class 10 contains 49394 members 
Mstep: Class 11 contains 6857 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44816 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32790 members 
Mstep: Class 17 contains 26235 members 
Mstep: Class 18 contains 45539 members 
Mstep: Class 19 contains 26178 members 
Mstep: Class 20 contains 42667 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48846 members 
Mstep: Class 23 contains 32806 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47447 members 
Mstep: Class 26 contains 2125 members 
Mstep: Class 27 contains 50749 members 
Mstep: Class 28 contains 2974 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 27593 members 
Mstep: Class 31 contains 33452 members 
Mstep: Class 32 contains 53502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159344.000000 Penalty: 107320.632812
Iteration 317Q: 33 clusters Score -1.371593e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 42054 members 
Mstep: Class 5 contains 4525 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44281 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45067 members 
Mstep: Class 10 contains 49401 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44803 members 
Mstep: Class 14 contains 17858 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32584 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 45548 members 
Mstep: Class 19 contains 26195 members 
Mstep: Class 20 contains 42675 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48854 members 
Mstep: Class 23 contains 32767 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47440 members 
Mstep: Class 26 contains 2126 members 
Mstep: Class 27 contains 50747 members 
Mstep: Class 28 contains 2975 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28265 members 
Mstep: Class 31 contains 33090 members 
Mstep: Class 32 contains 53455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159200.000000 Penalty: 107320.632812
Iteration 318Q: 33 clusters Score -1.371592e+08 nChanged 2506
Entering ConstructFrom: 
Score: -137159200.000000 Penalty: 107320.632812
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36451.898438 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36451.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36632.195312 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36632.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36738.140625 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36738.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36835.882812 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -36835.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36890.605469 Penalty: 2997.145996
	Iteration 4F: 3 clusters Score -36890.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36927.507812 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -36927.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36993.421875 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -36993.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37003.527344 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37003.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37043.527344 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37043.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37050.867188 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -37050.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -37059.664062 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -37059.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37061.789062 Penalty: 2997.145996
	Iteration 11Q: 3 clusters Score -37061.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37063.851562 Penalty: 2997.145996
	Iteration 12Q: 3 clusters Score -37063.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -37066.863281 Penalty: 2997.145996
	Iteration 13F: 3 clusters Score -37066.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37101.304688 Penalty: 2997.145996
	Iteration 14Q: 3 clusters Score -37101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37122.148438 Penalty: 2997.145996
	Iteration 15Q: 3 clusters Score -37122.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37128.054688 Penalty: 2997.145996
	Iteration 16Q: 3 clusters Score -37128.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -37167.710938 Penalty: 2997.145996
	Iteration 17Q: 3 clusters Score -37167.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37228.292969 Penalty: 2997.145996
	Iteration 18Q: 3 clusters Score -37228.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -37243.500000 Penalty: 2997.145996
	Iteration 19Q: 3 clusters Score -37243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -37252.878906 Penalty: 2997.145996
	Iteration 20F: 3 clusters Score -37252.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -37256.589844 Penalty: 2997.145996
	Iteration 21Q: 3 clusters Score -37256.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37258.074219 Penalty: 2997.145996
	Iteration 22Q: 3 clusters Score -37258.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37259.726562 Penalty: 2997.145996
	Iteration 23Q: 3 clusters Score -37259.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37259.726562 Penalty: 2997.145996
	Iteration 24F: 3 clusters Score -37259.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85235.507812 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85235.51 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85839.656250 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85839.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -86035.648438 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -86035.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -86104.304688 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -86104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86164.093750 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86164.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -86195.304688 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86195.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86244.343750 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86244.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -86323.554688 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86323.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86410.757812 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86410.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86504.062500 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86504.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -86547.382812 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86547.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -86644.875000 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86644.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -86724.015625 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86724.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -86769.765625 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86769.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -86799.421875 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86799.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86808.835938 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86808.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86814.007812 Penalty: 3256.371582
	Iteration 16F: 3 clusters Score -86814.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86823.929688 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -86823.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86825.625000 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -86825.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -86833.875000 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -86833.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86843.296875 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -86843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86852.203125 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -86852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -86857.023438 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -86857.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86858.242188 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -86858.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86858.242188 Penalty: 3256.371582
	Iteration 24F: 3 clusters Score -86858.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42038 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44789 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32399 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47429 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50712 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28976 members 
Mstep: Class 31 contains 32729 members 
Mstep: Class 32 contains 53324 members 
Mstep: Class 33 contains 356 members 
Entering Unmasked Estep 
Score: -137157472.000000 Penalty: 110674.398438
Splitting cluster 2 changes total score from -137159200.000000 to -137157472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Entering Unmasked Estep 
Score: -1159360.250000 Penalty: 2168.475098
	Iteration 0F: 2 clusters Score -1159360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1153975.500000 Penalty: 4336.950195
	Iteration 0F: 3 clusters Score -1153976 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1155356.875000 Penalty: 4336.950195
	Iteration 1F: 3 clusters Score -1155357 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1155537.250000 Penalty: 4336.950195
	Iteration 2F: 3 clusters Score -1155537 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1155635.750000 Penalty: 4336.950195
	Iteration 3Q: 3 clusters Score -1155636 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1155715.500000 Penalty: 4336.950195
	Iteration 4Q: 3 clusters Score -1155716 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1155781.250000 Penalty: 4336.950195
	Iteration 5Q: 3 clusters Score -1155781 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1155835.375000 Penalty: 4336.950195
	Iteration 6Q: 3 clusters Score -1155835 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1155888.875000 Penalty: 4336.950195
	Iteration 7Q: 3 clusters Score -1155889 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1155927.750000 Penalty: 4336.950195
	Iteration 8Q: 3 clusters Score -1155928 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1155962.125000 Penalty: 4336.950195
	Iteration 9Q: 3 clusters Score -1155962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1155988.625000 Penalty: 4336.950195
	Iteration 10Q: 3 clusters Score -1155989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1156011.750000 Penalty: 4336.950195
	Iteration 11Q: 3 clusters Score -1156012 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1156027.500000 Penalty: 4336.950195
	Iteration 12Q: 3 clusters Score -1156028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1156050.000000 Penalty: 4336.950195
	Iteration 13Q: 3 clusters Score -1156050 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1156069.375000 Penalty: 4336.950195
	Iteration 14Q: 3 clusters Score -1156069 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1156085.500000 Penalty: 4336.950195
	Iteration 15Q: 3 clusters Score -1156086 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1156103.000000 Penalty: 4336.950195
	Iteration 16Q: 3 clusters Score -1156103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1156116.625000 Penalty: 4336.950195
	Iteration 17Q: 3 clusters Score -1156117 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1156137.000000 Penalty: 4336.950195
	Iteration 18Q: 3 clusters Score -1156137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1156160.750000 Penalty: 4336.950195
	Iteration 19Q: 3 clusters Score -1156161 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1156182.625000 Penalty: 4336.950195
	Iteration 20F: 3 clusters Score -1156183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1156209.250000 Penalty: 4336.950195
	Iteration 21Q: 3 clusters Score -1156209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1156243.875000 Penalty: 4336.950195
	Iteration 22Q: 3 clusters Score -1156244 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1156273.250000 Penalty: 4336.950195
	Iteration 23Q: 3 clusters Score -1156273 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1156314.125000 Penalty: 4336.950195
	Iteration 24Q: 3 clusters Score -1156314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1156358.000000 Penalty: 4336.950195
	Iteration 25Q: 3 clusters Score -1156358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1156413.000000 Penalty: 4336.950195
	Iteration 26Q: 3 clusters Score -1156413 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1156470.125000 Penalty: 4336.950195
	Iteration 27Q: 3 clusters Score -1156470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1156525.875000 Penalty: 4336.950195
	Iteration 28Q: 3 clusters Score -1156526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1156573.125000 Penalty: 4336.950195
	Iteration 29Q: 3 clusters Score -1156573 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1156628.750000 Penalty: 4336.950195
	Iteration 30Q: 3 clusters Score -1156629 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1156694.750000 Penalty: 4336.950195
	Iteration 31Q: 3 clusters Score -1156695 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1156768.000000 Penalty: 4336.950195
	Iteration 32Q: 3 clusters Score -1156768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1156862.125000 Penalty: 4336.950195
	Iteration 33Q: 3 clusters Score -1156862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1156954.625000 Penalty: 4336.950195
	Iteration 34Q: 3 clusters Score -1156955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1157034.625000 Penalty: 4336.950195
	Iteration 35Q: 3 clusters Score -1157035 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1157113.500000 Penalty: 4336.950195
	Iteration 36Q: 3 clusters Score -1157114 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1157183.375000 Penalty: 4336.950195
	Iteration 37Q: 3 clusters Score -1157183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1157229.625000 Penalty: 4336.950195
	Iteration 38Q: 3 clusters Score -1157230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1157260.125000 Penalty: 4336.950195
	Iteration 39Q: 3 clusters Score -1157260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1157277.750000 Penalty: 4336.950195
	Iteration 40F: 3 clusters Score -1157278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1157297.000000 Penalty: 4336.950195
	Iteration 41Q: 3 clusters Score -1157297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1157317.000000 Penalty: 4336.950195
	Iteration 42Q: 3 clusters Score -1157317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1157338.125000 Penalty: 4336.950195
	Iteration 43Q: 3 clusters Score -1157338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1157354.250000 Penalty: 4336.950195
	Iteration 44Q: 3 clusters Score -1157354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1157365.375000 Penalty: 4336.950195
	Iteration 45Q: 3 clusters Score -1157365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1157377.375000 Penalty: 4336.950195
	Iteration 46Q: 3 clusters Score -1157377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1157389.625000 Penalty: 4336.950195
	Iteration 47Q: 3 clusters Score -1157390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1157404.875000 Penalty: 4336.950195
	Iteration 48Q: 3 clusters Score -1157405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1157415.375000 Penalty: 4336.950195
	Iteration 49Q: 3 clusters Score -1157415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1157423.000000 Penalty: 4336.950195
	Iteration 50Q: 3 clusters Score -1157423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1157435.750000 Penalty: 4336.950195
	Iteration 51Q: 3 clusters Score -1157436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1157446.250000 Penalty: 4336.950195
	Iteration 52Q: 3 clusters Score -1157446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1157453.875000 Penalty: 4336.950195
	Iteration 53Q: 3 clusters Score -1157454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1157463.625000 Penalty: 4336.950195
	Iteration 54Q: 3 clusters Score -1157464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1157471.875000 Penalty: 4336.950195
	Iteration 55Q: 3 clusters Score -1157472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1157473.625000 Penalty: 4336.950195
	Iteration 56Q: 3 clusters Score -1157474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1157473.250000 Penalty: 4336.950195
	Iteration 57Q: 3 clusters Score -1157473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1157474.250000 Penalty: 4336.950195
	Iteration 58Q: 3 clusters Score -1157474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1157475.750000 Penalty: 4336.950195
	Iteration 59Q: 3 clusters Score -1157476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1157475.750000 Penalty: 4336.950195
	Iteration 60F: 3 clusters Score -1157476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Entering Unmasked Estep 
Score: -7785079.500000 Penalty: 2640.289551
	Iteration 0F: 2 clusters Score -7785080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -7756707.500000 Penalty: 5280.579102
	Iteration 0F: 3 clusters Score -7756708 nChanged 19329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -7767291.500000 Penalty: 5280.579102
	Iteration 1F: 3 clusters Score -7767292 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7767753.000000 Penalty: 5280.579102
	Iteration 2Q: 3 clusters Score -7767753 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -7768153.500000 Penalty: 5280.579102
	Iteration 3Q: 3 clusters Score -7768154 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -7768589.000000 Penalty: 5280.579102
	Iteration 4Q: 3 clusters Score -7768589 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -7769193.000000 Penalty: 5280.579102
	Iteration 5Q: 3 clusters Score -7769193 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -7769904.000000 Penalty: 5280.579102
	Iteration 6Q: 3 clusters Score -7769904 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -7771006.000000 Penalty: 5280.579102
	Iteration 7Q: 3 clusters Score -7771006 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -7772571.500000 Penalty: 5280.579102
	Iteration 8Q: 3 clusters Score -7772572 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -7774277.500000 Penalty: 5280.579102
	Iteration 9F: 3 clusters Score -7774278 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7775879.500000 Penalty: 5280.579102
	Iteration 10F: 3 clusters Score -7775880 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -7776988.500000 Penalty: 5280.579102
	Iteration 11Q: 3 clusters Score -7776988 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -7777644.000000 Penalty: 5280.579102
	Iteration 12Q: 3 clusters Score -7777644 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -7777999.000000 Penalty: 5280.579102
	Iteration 13Q: 3 clusters Score -7777999 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -7778195.000000 Penalty: 5280.579102
	Iteration 14Q: 3 clusters Score -7778195 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -7778258.000000 Penalty: 5280.579102
	Iteration 15Q: 3 clusters Score -7778258 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -7778350.000000 Penalty: 5280.579102
	Iteration 16Q: 3 clusters Score -7778350 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -7778454.500000 Penalty: 5280.579102
	Iteration 17Q: 3 clusters Score -7778454 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7778585.000000 Penalty: 5280.579102
	Iteration 18Q: 3 clusters Score -7778585 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -7778719.500000 Penalty: 5280.579102
	Iteration 19Q: 3 clusters Score -7778720 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -7778926.000000 Penalty: 5280.579102
	Iteration 20F: 3 clusters Score -7778926 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -7779064.000000 Penalty: 5280.579102
	Iteration 21Q: 3 clusters Score -7779064 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -7779261.500000 Penalty: 5280.579102
	Iteration 22Q: 3 clusters Score -7779262 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -7779506.500000 Penalty: 5280.579102
	Iteration 23Q: 3 clusters Score -7779506 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7779768.500000 Penalty: 5280.579102
	Iteration 24Q: 3 clusters Score -7779768 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7780032.500000 Penalty: 5280.579102
	Iteration 25Q: 3 clusters Score -7780032 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7780276.000000 Penalty: 5280.579102
	Iteration 26Q: 3 clusters Score -7780276 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -7780494.500000 Penalty: 5280.579102
	Iteration 27Q: 3 clusters Score -7780494 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -7780720.500000 Penalty: 5280.579102
	Iteration 28Q: 3 clusters Score -7780720 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -7780900.000000 Penalty: 5280.579102
	Iteration 29Q: 3 clusters Score -7780900 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -7781072.500000 Penalty: 5280.579102
	Iteration 30Q: 3 clusters Score -7781072 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -7781204.500000 Penalty: 5280.579102
	Iteration 31Q: 3 clusters Score -7781204 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -7781363.500000 Penalty: 5280.579102
	Iteration 32Q: 3 clusters Score -7781364 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -7781490.000000 Penalty: 5280.579102
	Iteration 33Q: 3 clusters Score -7781490 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -7781596.000000 Penalty: 5280.579102
	Iteration 34Q: 3 clusters Score -7781596 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -7781713.000000 Penalty: 5280.579102
	Iteration 35Q: 3 clusters Score -7781713 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -7781803.500000 Penalty: 5280.579102
	Iteration 36Q: 3 clusters Score -7781804 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -7781844.000000 Penalty: 5280.579102
	Iteration 37Q: 3 clusters Score -7781844 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -7781930.000000 Penalty: 5280.579102
	Iteration 38Q: 3 clusters Score -7781930 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -7781991.500000 Penalty: 5280.579102
	Iteration 39Q: 3 clusters Score -7781992 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -7782044.500000 Penalty: 5280.579102
	Iteration 40F: 3 clusters Score -7782044 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -7782095.500000 Penalty: 5280.579102
	Iteration 41Q: 3 clusters Score -7782096 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -7782199.000000 Penalty: 5280.579102
	Iteration 42Q: 3 clusters Score -7782199 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7782255.000000 Penalty: 5280.579102
	Iteration 43Q: 3 clusters Score -7782255 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7782321.000000 Penalty: 5280.579102
	Iteration 44Q: 3 clusters Score -7782321 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -7782365.500000 Penalty: 5280.579102
	Iteration 45Q: 3 clusters Score -7782366 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -7782384.500000 Penalty: 5280.579102
	Iteration 46Q: 3 clusters Score -7782384 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -7782445.000000 Penalty: 5280.579102
	Iteration 47Q: 3 clusters Score -7782445 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -7782479.000000 Penalty: 5280.579102
	Iteration 48Q: 3 clusters Score -7782479 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -7782495.500000 Penalty: 5280.579102
	Iteration 49Q: 3 clusters Score -7782496 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -7782545.500000 Penalty: 5280.579102
	Iteration 50Q: 3 clusters Score -7782546 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7782594.000000 Penalty: 5280.579102
	Iteration 51Q: 3 clusters Score -7782594 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -7782632.500000 Penalty: 5280.579102
	Iteration 52Q: 3 clusters Score -7782632 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -7782679.000000 Penalty: 5280.579102
	Iteration 53Q: 3 clusters Score -7782679 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -7782735.000000 Penalty: 5280.579102
	Iteration 54Q: 3 clusters Score -7782735 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7782740.500000 Penalty: 5280.579102
	Iteration 55Q: 3 clusters Score -7782740 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -7782763.000000 Penalty: 5280.579102
	Iteration 56Q: 3 clusters Score -7782763 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -7782811.000000 Penalty: 5280.579102
	Iteration 57Q: 3 clusters Score -7782811 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7782855.000000 Penalty: 5280.579102
	Iteration 58Q: 3 clusters Score -7782855 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -7782852.500000 Penalty: 5280.579102
	Iteration 59Q: 3 clusters Score -7782852 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7782862.000000 Penalty: 5280.579102
	Iteration 60F: 3 clusters Score -7782862 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7782885.000000 Penalty: 5280.579102
	Iteration 61Q: 3 clusters Score -7782885 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -7782893.500000 Penalty: 5280.579102
	Iteration 62Q: 3 clusters Score -7782894 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7782896.000000 Penalty: 5280.579102
	Iteration 63Q: 3 clusters Score -7782896 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -7782901.500000 Penalty: 5280.579102
	Iteration 64Q: 3 clusters Score -7782902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -7782875.000000 Penalty: 5280.579102
	Iteration 65Q: 3 clusters Score -7782875 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7782876.000000 Penalty: 5280.579102
	Iteration 66Q: 3 clusters Score -7782876 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -7782883.000000 Penalty: 5280.579102
	Iteration 67Q: 3 clusters Score -7782883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -7782875.500000 Penalty: 5280.579102
	Iteration 68Q: 3 clusters Score -7782876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -7782908.000000 Penalty: 5280.579102
	Iteration 69Q: 3 clusters Score -7782908 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -7782925.500000 Penalty: 5280.579102
	Iteration 70Q: 3 clusters Score -7782926 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7782928.000000 Penalty: 5280.579102
	Iteration 71Q: 3 clusters Score -7782928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7782949.000000 Penalty: 5280.579102
	Iteration 72Q: 3 clusters Score -7782949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -7782932.500000 Penalty: 5280.579102
	Iteration 73Q: 3 clusters Score -7782932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -7782924.000000 Penalty: 5280.579102
	Iteration 74Q: 3 clusters Score -7782924 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -7782923.500000 Penalty: 5280.579102
	Iteration 75Q: 3 clusters Score -7782924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -7782934.500000 Penalty: 5280.579102
	Iteration 76Q: 3 clusters Score -7782934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -7782935.000000 Penalty: 5280.579102
	Iteration 77Q: 3 clusters Score -7782935 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7782939.500000 Penalty: 5280.579102
	Iteration 78Q: 3 clusters Score -7782940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7782946.000000 Penalty: 5280.579102
	Iteration 79Q: 3 clusters Score -7782946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37964 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7782934.000000 Penalty: 5280.579102
	Iteration 80F: 3 clusters Score -7782934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7782944.000000 Penalty: 5280.579102
	Iteration 81Q: 3 clusters Score -7782944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7782943.000000 Penalty: 5280.579102
	Iteration 82Q: 3 clusters Score -7782943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -7782944.500000 Penalty: 5280.579102
	Iteration 83Q: 3 clusters Score -7782944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7782937.500000 Penalty: 5280.579102
	Iteration 84Q: 3 clusters Score -7782938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -7782940.500000 Penalty: 5280.579102
	Iteration 85Q: 3 clusters Score -7782940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7782945.000000 Penalty: 5280.579102
	Iteration 86Q: 3 clusters Score -7782945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7782933.000000 Penalty: 5280.579102
	Iteration 87Q: 3 clusters Score -7782933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7782931.500000 Penalty: 5280.579102
	Iteration 88Q: 3 clusters Score -7782932 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -7782922.500000 Penalty: 5280.579102
	Iteration 89Q: 3 clusters Score -7782922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7782920.500000 Penalty: 5280.579102
	Iteration 90Q: 3 clusters Score -7782920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7782922.000000 Penalty: 5280.579102
	Iteration 91Q: 3 clusters Score -7782922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7782914.000000 Penalty: 5280.579102
	Iteration 92Q: 3 clusters Score -7782914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -7782913.500000 Penalty: 5280.579102
	Iteration 93Q: 3 clusters Score -7782914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7782920.000000 Penalty: 5280.579102
	Iteration 94Q: 3 clusters Score -7782920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7782918.500000 Penalty: 5280.579102
	Iteration 95Q: 3 clusters Score -7782918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7782912.000000 Penalty: 5280.579102
	Iteration 96Q: 3 clusters Score -7782912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7782942.500000 Penalty: 5280.579102
	Iteration 97Q: 3 clusters Score -7782942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -7782935.000000 Penalty: 5280.579102
	Iteration 98Q: 3 clusters Score -7782935 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -7782944.500000 Penalty: 5280.579102
	Iteration 99Q: 3 clusters Score -7782944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7782945.000000 Penalty: 5280.579102
	Iteration 100F: 3 clusters Score -7782945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7782959.000000 Penalty: 5280.579102
	Iteration 101Q: 3 clusters Score -7782959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7782970.000000 Penalty: 5280.579102
	Iteration 102Q: 3 clusters Score -7782970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7782966.000000 Penalty: 5280.579102
	Iteration 103Q: 3 clusters Score -7782966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7782968.500000 Penalty: 5280.579102
	Iteration 104Q: 3 clusters Score -7782968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -7782963.000000 Penalty: 5280.579102
	Iteration 105Q: 3 clusters Score -7782963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7782956.500000 Penalty: 5280.579102
	Iteration 106Q: 3 clusters Score -7782956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -7782962.000000 Penalty: 5280.579102
	Iteration 107Q: 3 clusters Score -7782962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7782963.500000 Penalty: 5280.579102
	Iteration 108Q: 3 clusters Score -7782964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7782958.000000 Penalty: 5280.579102
	Iteration 109Q: 3 clusters Score -7782958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -7782960.500000 Penalty: 5280.579102
	Iteration 110Q: 3 clusters Score -7782960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7782969.500000 Penalty: 5280.579102
	Iteration 111Q: 3 clusters Score -7782970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7782972.000000 Penalty: 5280.579102
	Iteration 112Q: 3 clusters Score -7782972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7782970.500000 Penalty: 5280.579102
	Iteration 113Q: 3 clusters Score -7782970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7782972.500000 Penalty: 5280.579102
	Iteration 114Q: 3 clusters Score -7782972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7782969.500000 Penalty: 5280.579102
	Iteration 115Q: 3 clusters Score -7782970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7782964.000000 Penalty: 5280.579102
	Iteration 116Q: 3 clusters Score -7782964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7782966.500000 Penalty: 5280.579102
	Iteration 117Q: 3 clusters Score -7782966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7782966.000000 Penalty: 5280.579102
	Iteration 118Q: 3 clusters Score -7782966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7782969.500000 Penalty: 5280.579102
	Iteration 119Q: 3 clusters Score -7782970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -7782955.500000 Penalty: 5280.579102
	Iteration 120F: 3 clusters Score -7782956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -7782957.500000 Penalty: 5280.579102
	Iteration 121Q: 3 clusters Score -7782958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7782960.500000 Penalty: 5280.579102
	Iteration 122Q: 3 clusters Score -7782960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7782956.500000 Penalty: 5280.579102
	Iteration 123Q: 3 clusters Score -7782956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7782959.000000 Penalty: 5280.579102
	Iteration 124Q: 3 clusters Score -7782959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7782961.500000 Penalty: 5280.579102
	Iteration 125Q: 3 clusters Score -7782962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7782959.000000 Penalty: 5280.579102
	Iteration 126Q: 3 clusters Score -7782959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7782960.500000 Penalty: 5280.579102
	Iteration 127Q: 3 clusters Score -7782960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7782959.500000 Penalty: 5280.579102
	Iteration 128Q: 3 clusters Score -7782960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7782959.500000 Penalty: 5280.579102
	Iteration 129F: 3 clusters Score -7782960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Entering Unmasked Estep 
Score: -838983.687500 Penalty: 2087.398926
	Iteration 0F: 2 clusters Score -838983.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -834794.375000 Penalty: 4174.797852
	Iteration 0F: 3 clusters Score -834794.4 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -835722.687500 Penalty: 4174.797852
	Iteration 1F: 3 clusters Score -835722.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -835940.250000 Penalty: 4174.797852
	Iteration 2F: 3 clusters Score -835940.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -836083.125000 Penalty: 4174.797852
	Iteration 3F: 3 clusters Score -836083.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -836188.000000 Penalty: 4174.797852
	Iteration 4Q: 3 clusters Score -836188 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -836268.250000 Penalty: 4174.797852
	Iteration 5Q: 3 clusters Score -836268.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -836328.000000 Penalty: 4174.797852
	Iteration 6Q: 3 clusters Score -836328 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -836389.937500 Penalty: 4174.797852
	Iteration 7Q: 3 clusters Score -836389.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -836443.500000 Penalty: 4174.797852
	Iteration 8Q: 3 clusters Score -836443.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -836487.375000 Penalty: 4174.797852
	Iteration 9Q: 3 clusters Score -836487.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -836529.125000 Penalty: 4174.797852
	Iteration 10Q: 3 clusters Score -836529.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -836565.187500 Penalty: 4174.797852
	Iteration 11Q: 3 clusters Score -836565.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -836600.687500 Penalty: 4174.797852
	Iteration 12Q: 3 clusters Score -836600.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -836634.875000 Penalty: 4174.797852
	Iteration 13Q: 3 clusters Score -836634.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -836661.375000 Penalty: 4174.797852
	Iteration 14Q: 3 clusters Score -836661.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -836679.812500 Penalty: 4174.797852
	Iteration 15Q: 3 clusters Score -836679.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -836692.437500 Penalty: 4174.797852
	Iteration 16Q: 3 clusters Score -836692.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -836702.062500 Penalty: 4174.797852
	Iteration 17Q: 3 clusters Score -836702.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -836710.375000 Penalty: 4174.797852
	Iteration 18Q: 3 clusters Score -836710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -836716.687500 Penalty: 4174.797852
	Iteration 19Q: 3 clusters Score -836716.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -836725.312500 Penalty: 4174.797852
	Iteration 20F: 3 clusters Score -836725.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -836735.562500 Penalty: 4174.797852
	Iteration 21Q: 3 clusters Score -836735.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -836743.250000 Penalty: 4174.797852
	Iteration 22Q: 3 clusters Score -836743.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -836752.375000 Penalty: 4174.797852
	Iteration 23Q: 3 clusters Score -836752.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -836759.687500 Penalty: 4174.797852
	Iteration 24Q: 3 clusters Score -836759.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -836770.562500 Penalty: 4174.797852
	Iteration 25Q: 3 clusters Score -836770.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -836774.437500 Penalty: 4174.797852
	Iteration 26Q: 3 clusters Score -836774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -836778.812500 Penalty: 4174.797852
	Iteration 27Q: 3 clusters Score -836778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -836783.562500 Penalty: 4174.797852
	Iteration 28Q: 3 clusters Score -836783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -836787.375000 Penalty: 4174.797852
	Iteration 29Q: 3 clusters Score -836787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -836790.750000 Penalty: 4174.797852
	Iteration 30Q: 3 clusters Score -836790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -836793.687500 Penalty: 4174.797852
	Iteration 31Q: 3 clusters Score -836793.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -836798.187500 Penalty: 4174.797852
	Iteration 32Q: 3 clusters Score -836798.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -836801.937500 Penalty: 4174.797852
	Iteration 33Q: 3 clusters Score -836801.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -836806.187500 Penalty: 4174.797852
	Iteration 34Q: 3 clusters Score -836806.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -836811.875000 Penalty: 4174.797852
	Iteration 35Q: 3 clusters Score -836811.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -836819.062500 Penalty: 4174.797852
	Iteration 36Q: 3 clusters Score -836819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -836826.312500 Penalty: 4174.797852
	Iteration 37Q: 3 clusters Score -836826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -836836.687500 Penalty: 4174.797852
	Iteration 38Q: 3 clusters Score -836836.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -836843.000000 Penalty: 4174.797852
	Iteration 39Q: 3 clusters Score -836843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -836849.312500 Penalty: 4174.797852
	Iteration 40F: 3 clusters Score -836849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -836850.875000 Penalty: 4174.797852
	Iteration 41Q: 3 clusters Score -836850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -836859.812500 Penalty: 4174.797852
	Iteration 42Q: 3 clusters Score -836859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -836866.500000 Penalty: 4174.797852
	Iteration 43Q: 3 clusters Score -836866.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -836874.000000 Penalty: 4174.797852
	Iteration 44Q: 3 clusters Score -836874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -836880.687500 Penalty: 4174.797852
	Iteration 45Q: 3 clusters Score -836880.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -836887.000000 Penalty: 4174.797852
	Iteration 46Q: 3 clusters Score -836887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -836893.750000 Penalty: 4174.797852
	Iteration 47Q: 3 clusters Score -836893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -836898.187500 Penalty: 4174.797852
	Iteration 48Q: 3 clusters Score -836898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -836900.187500 Penalty: 4174.797852
	Iteration 49Q: 3 clusters Score -836900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -836903.812500 Penalty: 4174.797852
	Iteration 50Q: 3 clusters Score -836903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -836904.687500 Penalty: 4174.797852
	Iteration 51Q: 3 clusters Score -836904.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -836905.000000 Penalty: 4174.797852
	Iteration 52Q: 3 clusters Score -836905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -836907.375000 Penalty: 4174.797852
	Iteration 53Q: 3 clusters Score -836907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -836907.375000 Penalty: 4174.797852
	Iteration 54Q: 3 clusters Score -836907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -836909.312500 Penalty: 4174.797852
	Iteration 55Q: 3 clusters Score -836909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -836909.250000 Penalty: 4174.797852
	Iteration 56Q: 3 clusters Score -836909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -836910.937500 Penalty: 4174.797852
	Iteration 57Q: 3 clusters Score -836910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -836912.687500 Penalty: 4174.797852
	Iteration 58Q: 3 clusters Score -836912.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -836915.375000 Penalty: 4174.797852
	Iteration 59Q: 3 clusters Score -836915.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -836919.875000 Penalty: 4174.797852
	Iteration 60F: 3 clusters Score -836919.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -836924.687500 Penalty: 4174.797852
	Iteration 61Q: 3 clusters Score -836924.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -836929.562500 Penalty: 4174.797852
	Iteration 62Q: 3 clusters Score -836929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -836933.500000 Penalty: 4174.797852
	Iteration 63Q: 3 clusters Score -836933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -836934.625000 Penalty: 4174.797852
	Iteration 64Q: 3 clusters Score -836934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -836936.687500 Penalty: 4174.797852
	Iteration 65Q: 3 clusters Score -836936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -836938.125000 Penalty: 4174.797852
	Iteration 66Q: 3 clusters Score -836938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -836942.250000 Penalty: 4174.797852
	Iteration 67Q: 3 clusters Score -836942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -836946.000000 Penalty: 4174.797852
	Iteration 68Q: 3 clusters Score -836946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -836947.375000 Penalty: 4174.797852
	Iteration 69Q: 3 clusters Score -836947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -836950.312500 Penalty: 4174.797852
	Iteration 70Q: 3 clusters Score -836950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -836950.312500 Penalty: 4174.797852
	Iteration 71Q: 3 clusters Score -836950.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -836951.500000 Penalty: 4174.797852
	Iteration 72Q: 3 clusters Score -836951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -836951.250000 Penalty: 4174.797852
	Iteration 73Q: 3 clusters Score -836951.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -836952.625000 Penalty: 4174.797852
	Iteration 74Q: 3 clusters Score -836952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -836952.812500 Penalty: 4174.797852
	Iteration 75Q: 3 clusters Score -836952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -836954.375000 Penalty: 4174.797852
	Iteration 76Q: 3 clusters Score -836954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -836953.437500 Penalty: 4174.797852
	Iteration 77Q: 3 clusters Score -836953.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -836958.250000 Penalty: 4174.797852
	Iteration 78Q: 3 clusters Score -836958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -836958.187500 Penalty: 4174.797852
	Iteration 79Q: 3 clusters Score -836958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -836960.937500 Penalty: 4174.797852
	Iteration 80F: 3 clusters Score -836960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -1064815.875000 Penalty: 2144.889404
	Iteration 0F: 2 clusters Score -1064816 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 2864 members 
Entering Unmasked Estep 
Score: -1059839.625000 Penalty: 4289.778809
	Iteration 0F: 3 clusters Score -1059840 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1061050.000000 Penalty: 4289.778809
	Iteration 1F: 3 clusters Score -1061050 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1061263.375000 Penalty: 4289.778809
	Iteration 2F: 3 clusters Score -1061263 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1061375.875000 Penalty: 4289.778809
	Iteration 3Q: 3 clusters Score -1061376 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1061449.375000 Penalty: 4289.778809
	Iteration 4Q: 3 clusters Score -1061449 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1061500.750000 Penalty: 4289.778809
	Iteration 5Q: 3 clusters Score -1061501 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1061549.875000 Penalty: 4289.778809
	Iteration 6Q: 3 clusters Score -1061550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1061590.625000 Penalty: 4289.778809
	Iteration 7Q: 3 clusters Score -1061591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1061622.750000 Penalty: 4289.778809
	Iteration 8Q: 3 clusters Score -1061623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1061652.750000 Penalty: 4289.778809
	Iteration 9Q: 3 clusters Score -1061653 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1061683.250000 Penalty: 4289.778809
	Iteration 10Q: 3 clusters Score -1061683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1061706.500000 Penalty: 4289.778809
	Iteration 11Q: 3 clusters Score -1061706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1061728.125000 Penalty: 4289.778809
	Iteration 12Q: 3 clusters Score -1061728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1061748.500000 Penalty: 4289.778809
	Iteration 13Q: 3 clusters Score -1061748 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1061762.875000 Penalty: 4289.778809
	Iteration 14Q: 3 clusters Score -1061763 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1061778.125000 Penalty: 4289.778809
	Iteration 15Q: 3 clusters Score -1061778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1061790.875000 Penalty: 4289.778809
	Iteration 16Q: 3 clusters Score -1061791 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1061805.625000 Penalty: 4289.778809
	Iteration 17Q: 3 clusters Score -1061806 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1061818.750000 Penalty: 4289.778809
	Iteration 18Q: 3 clusters Score -1061819 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1061830.500000 Penalty: 4289.778809
	Iteration 19Q: 3 clusters Score -1061830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1061839.500000 Penalty: 4289.778809
	Iteration 20F: 3 clusters Score -1061840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1061847.375000 Penalty: 4289.778809
	Iteration 21Q: 3 clusters Score -1061847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1061852.625000 Penalty: 4289.778809
	Iteration 22Q: 3 clusters Score -1061853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1061857.375000 Penalty: 4289.778809
	Iteration 23Q: 3 clusters Score -1061857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1061861.125000 Penalty: 4289.778809
	Iteration 24Q: 3 clusters Score -1061861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1061863.000000 Penalty: 4289.778809
	Iteration 25Q: 3 clusters Score -1061863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1061864.875000 Penalty: 4289.778809
	Iteration 26Q: 3 clusters Score -1061865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1061869.875000 Penalty: 4289.778809
	Iteration 27Q: 3 clusters Score -1061870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1061873.625000 Penalty: 4289.778809
	Iteration 28Q: 3 clusters Score -1061874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1061875.375000 Penalty: 4289.778809
	Iteration 29Q: 3 clusters Score -1061875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1061880.750000 Penalty: 4289.778809
	Iteration 30Q: 3 clusters Score -1061881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1061881.500000 Penalty: 4289.778809
	Iteration 31Q: 3 clusters Score -1061882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1061885.125000 Penalty: 4289.778809
	Iteration 32Q: 3 clusters Score -1061885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1061884.000000 Penalty: 4289.778809
	Iteration 33Q: 3 clusters Score -1061884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1061884.750000 Penalty: 4289.778809
	Iteration 34Q: 3 clusters Score -1061885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1061887.250000 Penalty: 4289.778809
	Iteration 35Q: 3 clusters Score -1061887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1061887.375000 Penalty: 4289.778809
	Iteration 36Q: 3 clusters Score -1061887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1061888.875000 Penalty: 4289.778809
	Iteration 37Q: 3 clusters Score -1061889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1061888.500000 Penalty: 4289.778809
	Iteration 38Q: 3 clusters Score -1061888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1061890.750000 Penalty: 4289.778809
	Iteration 39Q: 3 clusters Score -1061891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1061890.125000 Penalty: 4289.778809
	Iteration 40F: 3 clusters Score -1061890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1061893.000000 Penalty: 4289.778809
	Iteration 41Q: 3 clusters Score -1061893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1061895.000000 Penalty: 4289.778809
	Iteration 42Q: 3 clusters Score -1061895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1061893.750000 Penalty: 4289.778809
	Iteration 43Q: 3 clusters Score -1061894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1061895.375000 Penalty: 4289.778809
	Iteration 44Q: 3 clusters Score -1061895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1061897.500000 Penalty: 4289.778809
	Iteration 45Q: 3 clusters Score -1061898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1061897.375000 Penalty: 4289.778809
	Iteration 46Q: 3 clusters Score -1061897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1061897.875000 Penalty: 4289.778809
	Iteration 47Q: 3 clusters Score -1061898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1061900.875000 Penalty: 4289.778809
	Iteration 48Q: 3 clusters Score -1061901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1061902.125000 Penalty: 4289.778809
	Iteration 49Q: 3 clusters Score -1061902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1061906.125000 Penalty: 4289.778809
	Iteration 50Q: 3 clusters Score -1061906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1061905.750000 Penalty: 4289.778809
	Iteration 51Q: 3 clusters Score -1061906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1061910.375000 Penalty: 4289.778809
	Iteration 52Q: 3 clusters Score -1061910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1061912.000000 Penalty: 4289.778809
	Iteration 53Q: 3 clusters Score -1061912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1061916.625000 Penalty: 4289.778809
	Iteration 54Q: 3 clusters Score -1061917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1061921.250000 Penalty: 4289.778809
	Iteration 55Q: 3 clusters Score -1061921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1061925.500000 Penalty: 4289.778809
	Iteration 56Q: 3 clusters Score -1061926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1061934.375000 Penalty: 4289.778809
	Iteration 57Q: 3 clusters Score -1061934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1061935.375000 Penalty: 4289.778809
	Iteration 58Q: 3 clusters Score -1061935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1061938.625000 Penalty: 4289.778809
	Iteration 59Q: 3 clusters Score -1061939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1061942.625000 Penalty: 4289.778809
	Iteration 60F: 3 clusters Score -1061943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1061943.250000 Penalty: 4289.778809
	Iteration 61Q: 3 clusters Score -1061943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1061947.875000 Penalty: 4289.778809
	Iteration 62Q: 3 clusters Score -1061948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1061955.500000 Penalty: 4289.778809
	Iteration 63Q: 3 clusters Score -1061956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1061962.000000 Penalty: 4289.778809
	Iteration 64Q: 3 clusters Score -1061962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1061970.250000 Penalty: 4289.778809
	Iteration 65Q: 3 clusters Score -1061970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1061982.250000 Penalty: 4289.778809
	Iteration 66Q: 3 clusters Score -1061982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1061996.875000 Penalty: 4289.778809
	Iteration 67Q: 3 clusters Score -1061997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1062015.000000 Penalty: 4289.778809
	Iteration 68Q: 3 clusters Score -1062015 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1062031.625000 Penalty: 4289.778809
	Iteration 69Q: 3 clusters Score -1062032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1062049.500000 Penalty: 4289.778809
	Iteration 70Q: 3 clusters Score -1062050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1062078.750000 Penalty: 4289.778809
	Iteration 71Q: 3 clusters Score -1062079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1062112.625000 Penalty: 4289.778809
	Iteration 72Q: 3 clusters Score -1062113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1062135.625000 Penalty: 4289.778809
	Iteration 73Q: 3 clusters Score -1062136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1062164.625000 Penalty: 4289.778809
	Iteration 74Q: 3 clusters Score -1062165 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1062204.750000 Penalty: 4289.778809
	Iteration 75Q: 3 clusters Score -1062205 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1062247.375000 Penalty: 4289.778809
	Iteration 76Q: 3 clusters Score -1062247 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1062297.375000 Penalty: 4289.778809
	Iteration 77Q: 3 clusters Score -1062297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1062343.500000 Penalty: 4289.778809
	Iteration 78Q: 3 clusters Score -1062344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1062392.625000 Penalty: 4289.778809
	Iteration 79Q: 3 clusters Score -1062393 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1062435.500000 Penalty: 4289.778809
	Iteration 80F: 3 clusters Score -1062436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1062475.625000 Penalty: 4289.778809
	Iteration 81Q: 3 clusters Score -1062476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1062518.750000 Penalty: 4289.778809
	Iteration 82Q: 3 clusters Score -1062519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1062565.500000 Penalty: 4289.778809
	Iteration 83Q: 3 clusters Score -1062566 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1062610.750000 Penalty: 4289.778809
	Iteration 84Q: 3 clusters Score -1062611 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1062647.375000 Penalty: 4289.778809
	Iteration 85Q: 3 clusters Score -1062647 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1062680.625000 Penalty: 4289.778809
	Iteration 86Q: 3 clusters Score -1062681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1062705.375000 Penalty: 4289.778809
	Iteration 87Q: 3 clusters Score -1062705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1062734.375000 Penalty: 4289.778809
	Iteration 88Q: 3 clusters Score -1062734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1062762.375000 Penalty: 4289.778809
	Iteration 89Q: 3 clusters Score -1062762 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1062775.125000 Penalty: 4289.778809
	Iteration 90Q: 3 clusters Score -1062775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1062786.250000 Penalty: 4289.778809
	Iteration 91Q: 3 clusters Score -1062786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1062797.875000 Penalty: 4289.778809
	Iteration 92Q: 3 clusters Score -1062798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1062808.750000 Penalty: 4289.778809
	Iteration 93Q: 3 clusters Score -1062809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1062820.125000 Penalty: 4289.778809
	Iteration 94Q: 3 clusters Score -1062820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1062826.875000 Penalty: 4289.778809
	Iteration 95Q: 3 clusters Score -1062827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1062844.000000 Penalty: 4289.778809
	Iteration 96Q: 3 clusters Score -1062844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1062853.250000 Penalty: 4289.778809
	Iteration 97Q: 3 clusters Score -1062853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1062865.375000 Penalty: 4289.778809
	Iteration 98Q: 3 clusters Score -1062865 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1062873.625000 Penalty: 4289.778809
	Iteration 99Q: 3 clusters Score -1062874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1062883.750000 Penalty: 4289.778809
	Iteration 100F: 3 clusters Score -1062884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1062893.375000 Penalty: 4289.778809
	Iteration 101Q: 3 clusters Score -1062893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1062903.500000 Penalty: 4289.778809
	Iteration 102Q: 3 clusters Score -1062904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1062914.000000 Penalty: 4289.778809
	Iteration 103Q: 3 clusters Score -1062914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1062924.500000 Penalty: 4289.778809
	Iteration 104Q: 3 clusters Score -1062924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1062931.000000 Penalty: 4289.778809
	Iteration 105Q: 3 clusters Score -1062931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1062938.375000 Penalty: 4289.778809
	Iteration 106Q: 3 clusters Score -1062938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1062945.250000 Penalty: 4289.778809
	Iteration 107Q: 3 clusters Score -1062945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1062951.875000 Penalty: 4289.778809
	Iteration 108Q: 3 clusters Score -1062952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1062966.500000 Penalty: 4289.778809
	Iteration 109Q: 3 clusters Score -1062966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1062973.250000 Penalty: 4289.778809
	Iteration 110Q: 3 clusters Score -1062973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1062976.625000 Penalty: 4289.778809
	Iteration 111Q: 3 clusters Score -1062977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1062979.375000 Penalty: 4289.778809
	Iteration 112Q: 3 clusters Score -1062979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1062983.000000 Penalty: 4289.778809
	Iteration 113Q: 3 clusters Score -1062983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1062983.250000 Penalty: 4289.778809
	Iteration 114Q: 3 clusters Score -1062983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1062984.750000 Penalty: 4289.778809
	Iteration 115Q: 3 clusters Score -1062985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1062986.625000 Penalty: 4289.778809
	Iteration 116Q: 3 clusters Score -1062987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1062986.625000 Penalty: 4289.778809
	Iteration 117F: 3 clusters Score -1062987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Entering Unmasked Estep 
Score: -8280076.000000 Penalty: 2653.102783
	Iteration 0F: 2 clusters Score -8280076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -8250725.500000 Penalty: 5306.205566
	Iteration 0F: 3 clusters Score -8250726 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -8262125.000000 Penalty: 5306.205566
	Iteration 1F: 3 clusters Score -8262125 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8262869.500000 Penalty: 5306.205566
	Iteration 2Q: 3 clusters Score -8262870 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8263709.500000 Penalty: 5306.205566
	Iteration 3Q: 3 clusters Score -8263710 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8264870.500000 Penalty: 5306.205566
	Iteration 4F: 3 clusters Score -8264870 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -8266449.500000 Penalty: 5306.205566
	Iteration 5F: 3 clusters Score -8266450 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -8268658.500000 Penalty: 5306.205566
	Iteration 6F: 3 clusters Score -8268658 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -8271453.000000 Penalty: 5306.205566
	Iteration 7F: 3 clusters Score -8271453 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -8274253.000000 Penalty: 5306.205566
	Iteration 8F: 3 clusters Score -8274253 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -8276071.500000 Penalty: 5306.205566
	Iteration 9F: 3 clusters Score -8276072 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -8276933.000000 Penalty: 5306.205566
	Iteration 10Q: 3 clusters Score -8276933 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -8277344.500000 Penalty: 5306.205566
	Iteration 11Q: 3 clusters Score -8277344 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -8277617.000000 Penalty: 5306.205566
	Iteration 12Q: 3 clusters Score -8277617 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -8277824.000000 Penalty: 5306.205566
	Iteration 13Q: 3 clusters Score -8277824 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -8277989.500000 Penalty: 5306.205566
	Iteration 14Q: 3 clusters Score -8277990 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -8278079.000000 Penalty: 5306.205566
	Iteration 15Q: 3 clusters Score -8278079 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8278162.000000 Penalty: 5306.205566
	Iteration 16Q: 3 clusters Score -8278162 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -8278263.500000 Penalty: 5306.205566
	Iteration 17Q: 3 clusters Score -8278264 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -8278307.000000 Penalty: 5306.205566
	Iteration 18Q: 3 clusters Score -8278307 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8278322.500000 Penalty: 5306.205566
	Iteration 19Q: 3 clusters Score -8278322 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -8278404.500000 Penalty: 5306.205566
	Iteration 20F: 3 clusters Score -8278404 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -8278424.000000 Penalty: 5306.205566
	Iteration 21Q: 3 clusters Score -8278424 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -8278460.500000 Penalty: 5306.205566
	Iteration 22Q: 3 clusters Score -8278460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -8278489.000000 Penalty: 5306.205566
	Iteration 23Q: 3 clusters Score -8278489 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -8278531.500000 Penalty: 5306.205566
	Iteration 24Q: 3 clusters Score -8278532 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -8278547.500000 Penalty: 5306.205566
	Iteration 25Q: 3 clusters Score -8278548 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -8278577.000000 Penalty: 5306.205566
	Iteration 26Q: 3 clusters Score -8278577 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -8278594.500000 Penalty: 5306.205566
	Iteration 27Q: 3 clusters Score -8278594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -8278601.500000 Penalty: 5306.205566
	Iteration 28Q: 3 clusters Score -8278602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8278665.500000 Penalty: 5306.205566
	Iteration 29Q: 3 clusters Score -8278666 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -8278642.500000 Penalty: 5306.205566
	Iteration 30Q: 3 clusters Score -8278642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8278681.500000 Penalty: 5306.205566
	Iteration 31Q: 3 clusters Score -8278682 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8278669.500000 Penalty: 5306.205566
	Iteration 32Q: 3 clusters Score -8278670 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8278681.000000 Penalty: 5306.205566
	Iteration 33Q: 3 clusters Score -8278681 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -8278711.500000 Penalty: 5306.205566
	Iteration 34Q: 3 clusters Score -8278712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -8278712.500000 Penalty: 5306.205566
	Iteration 35Q: 3 clusters Score -8278712 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -8278715.500000 Penalty: 5306.205566
	Iteration 36Q: 3 clusters Score -8278716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -8278731.500000 Penalty: 5306.205566
	Iteration 37Q: 3 clusters Score -8278732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8278729.000000 Penalty: 5306.205566
	Iteration 38Q: 3 clusters Score -8278729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8278737.500000 Penalty: 5306.205566
	Iteration 39Q: 3 clusters Score -8278738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -8278729.500000 Penalty: 5306.205566
	Iteration 40F: 3 clusters Score -8278730 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -8278729.500000 Penalty: 5306.205566
	Iteration 41Q: 3 clusters Score -8278730 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -8278736.500000 Penalty: 5306.205566
	Iteration 42Q: 3 clusters Score -8278736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -8278765.000000 Penalty: 5306.205566
	Iteration 43Q: 3 clusters Score -8278765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -8278783.000000 Penalty: 5306.205566
	Iteration 44Q: 3 clusters Score -8278783 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -8278768.000000 Penalty: 5306.205566
	Iteration 45Q: 3 clusters Score -8278768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8278781.500000 Penalty: 5306.205566
	Iteration 46Q: 3 clusters Score -8278782 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8278784.500000 Penalty: 5306.205566
	Iteration 47Q: 3 clusters Score -8278784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8278805.000000 Penalty: 5306.205566
	Iteration 48Q: 3 clusters Score -8278805 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -8278805.000000 Penalty: 5306.205566
	Iteration 49Q: 3 clusters Score -8278805 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -8278815.000000 Penalty: 5306.205566
	Iteration 50Q: 3 clusters Score -8278815 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8278836.000000 Penalty: 5306.205566
	Iteration 51Q: 3 clusters Score -8278836 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8278857.000000 Penalty: 5306.205566
	Iteration 52Q: 3 clusters Score -8278857 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8278864.000000 Penalty: 5306.205566
	Iteration 53Q: 3 clusters Score -8278864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -8278851.500000 Penalty: 5306.205566
	Iteration 54Q: 3 clusters Score -8278852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8278866.000000 Penalty: 5306.205566
	Iteration 55Q: 3 clusters Score -8278866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8278881.000000 Penalty: 5306.205566
	Iteration 56Q: 3 clusters Score -8278881 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -8278881.500000 Penalty: 5306.205566
	Iteration 57Q: 3 clusters Score -8278882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8278887.000000 Penalty: 5306.205566
	Iteration 58Q: 3 clusters Score -8278887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -8278892.000000 Penalty: 5306.205566
	Iteration 59Q: 3 clusters Score -8278892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -8278892.500000 Penalty: 5306.205566
	Iteration 60F: 3 clusters Score -8278892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8278895.000000 Penalty: 5306.205566
	Iteration 61Q: 3 clusters Score -8278895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8278893.000000 Penalty: 5306.205566
	Iteration 62Q: 3 clusters Score -8278893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -8278894.000000 Penalty: 5306.205566
	Iteration 63Q: 3 clusters Score -8278894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8278884.000000 Penalty: 5306.205566
	Iteration 64Q: 3 clusters Score -8278884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -8278889.500000 Penalty: 5306.205566
	Iteration 65Q: 3 clusters Score -8278890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -8278897.500000 Penalty: 5306.205566
	Iteration 66Q: 3 clusters Score -8278898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8278882.500000 Penalty: 5306.205566
	Iteration 67Q: 3 clusters Score -8278882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8278895.000000 Penalty: 5306.205566
	Iteration 68Q: 3 clusters Score -8278895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -8278903.500000 Penalty: 5306.205566
	Iteration 69Q: 3 clusters Score -8278904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -8278910.000000 Penalty: 5306.205566
	Iteration 70Q: 3 clusters Score -8278910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -8278894.500000 Penalty: 5306.205566
	Iteration 71Q: 3 clusters Score -8278894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -8278916.500000 Penalty: 5306.205566
	Iteration 72Q: 3 clusters Score -8278916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8278927.500000 Penalty: 5306.205566
	Iteration 73Q: 3 clusters Score -8278928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -8278919.500000 Penalty: 5306.205566
	Iteration 74Q: 3 clusters Score -8278920 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8278908.500000 Penalty: 5306.205566
	Iteration 75Q: 3 clusters Score -8278908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -8278924.000000 Penalty: 5306.205566
	Iteration 76Q: 3 clusters Score -8278924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -8278925.000000 Penalty: 5306.205566
	Iteration 77Q: 3 clusters Score -8278925 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -8278928.000000 Penalty: 5306.205566
	Iteration 78Q: 3 clusters Score -8278928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8278942.000000 Penalty: 5306.205566
	Iteration 79Q: 3 clusters Score -8278942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8278945.000000 Penalty: 5306.205566
	Iteration 80F: 3 clusters Score -8278945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -8278943.500000 Penalty: 5306.205566
	Iteration 81Q: 3 clusters Score -8278944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8278950.500000 Penalty: 5306.205566
	Iteration 82Q: 3 clusters Score -8278950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8278952.000000 Penalty: 5306.205566
	Iteration 83Q: 3 clusters Score -8278952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8278941.000000 Penalty: 5306.205566
	Iteration 84Q: 3 clusters Score -8278941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -8278938.500000 Penalty: 5306.205566
	Iteration 85Q: 3 clusters Score -8278938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8278948.000000 Penalty: 5306.205566
	Iteration 86Q: 3 clusters Score -8278948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -8278939.000000 Penalty: 5306.205566
	Iteration 87Q: 3 clusters Score -8278939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -8278938.000000 Penalty: 5306.205566
	Iteration 88Q: 3 clusters Score -8278938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8278936.500000 Penalty: 5306.205566
	Iteration 89Q: 3 clusters Score -8278936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -8278932.500000 Penalty: 5306.205566
	Iteration 90Q: 3 clusters Score -8278932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8278929.500000 Penalty: 5306.205566
	Iteration 91Q: 3 clusters Score -8278930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -8278937.500000 Penalty: 5306.205566
	Iteration 92Q: 3 clusters Score -8278938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8278925.500000 Penalty: 5306.205566
	Iteration 93Q: 3 clusters Score -8278926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8278933.000000 Penalty: 5306.205566
	Iteration 94Q: 3 clusters Score -8278933 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8278940.000000 Penalty: 5306.205566
	Iteration 95Q: 3 clusters Score -8278940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8278945.000000 Penalty: 5306.205566
	Iteration 96Q: 3 clusters Score -8278945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -8278942.500000 Penalty: 5306.205566
	Iteration 97Q: 3 clusters Score -8278942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -8278940.000000 Penalty: 5306.205566
	Iteration 98Q: 3 clusters Score -8278940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -8278935.500000 Penalty: 5306.205566
	Iteration 99Q: 3 clusters Score -8278936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -8278940.000000 Penalty: 5306.205566
	Iteration 100F: 3 clusters Score -8278940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8278940.000000 Penalty: 5306.205566
	Iteration 101Q: 3 clusters Score -8278940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -8278944.500000 Penalty: 5306.205566
	Iteration 102Q: 3 clusters Score -8278944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -8278948.500000 Penalty: 5306.205566
	Iteration 103Q: 3 clusters Score -8278948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8278940.000000 Penalty: 5306.205566
	Iteration 104Q: 3 clusters Score -8278940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8278949.500000 Penalty: 5306.205566
	Iteration 105Q: 3 clusters Score -8278950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -8278945.500000 Penalty: 5306.205566
	Iteration 106Q: 3 clusters Score -8278946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -8278951.000000 Penalty: 5306.205566
	Iteration 107Q: 3 clusters Score -8278951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -8278947.000000 Penalty: 5306.205566
	Iteration 108Q: 3 clusters Score -8278947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -8278946.000000 Penalty: 5306.205566
	Iteration 109Q: 3 clusters Score -8278946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8278950.000000 Penalty: 5306.205566
	Iteration 110Q: 3 clusters Score -8278950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8278955.500000 Penalty: 5306.205566
	Iteration 111Q: 3 clusters Score -8278956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -8278951.500000 Penalty: 5306.205566
	Iteration 112Q: 3 clusters Score -8278952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8278941.500000 Penalty: 5306.205566
	Iteration 113Q: 3 clusters Score -8278942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8278941.500000 Penalty: 5306.205566
	Iteration 114F: 3 clusters Score -8278942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -124271.601562 Penalty: 1633.028198
	Iteration 0F: 2 clusters Score -124271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -122593.703125 Penalty: 3266.056396
	Iteration 0F: 3 clusters Score -122593.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -122904.054688 Penalty: 3266.056396
	Iteration 1F: 3 clusters Score -122904.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123080.296875 Penalty: 3266.056396
	Iteration 2F: 3 clusters Score -123080.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -123209.320312 Penalty: 3266.056396
	Iteration 3Q: 3 clusters Score -123209.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -123248.828125 Penalty: 3266.056396
	Iteration 4Q: 3 clusters Score -123248.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -123274.515625 Penalty: 3266.056396
	Iteration 5Q: 3 clusters Score -123274.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -123283.343750 Penalty: 3266.056396
	Iteration 6Q: 3 clusters Score -123283.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123288.843750 Penalty: 3266.056396
	Iteration 7Q: 3 clusters Score -123288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -123297.171875 Penalty: 3266.056396
	Iteration 8Q: 3 clusters Score -123297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123300.375000 Penalty: 3266.056396
	Iteration 9Q: 3 clusters Score -123300.4 nChanged 1
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: -123301.257812 Penalty: 3266.056396
	Iteration 10Q: 3 clusters Score -123301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -123301.945312 Penalty: 3266.056396
	Iteration 11Q: 3 clusters Score -123301.9 nChanged 2
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: -123307.945312 Penalty: 3266.056396
	Iteration 12Q: 3 clusters Score -123307.9 nChanged 3
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: -123317.023438 Penalty: 3266.056396
	Iteration 13Q: 3 clusters Score -123317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -123337.875000 Penalty: 3266.056396
	Iteration 14Q: 3 clusters Score -123337.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123358.046875 Penalty: 3266.056396
	Iteration 15Q: 3 clusters Score -123358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -123369.867188 Penalty: 3266.056396
	Iteration 16Q: 3 clusters Score -123369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -123377.679688 Penalty: 3266.056396
	Iteration 17Q: 3 clusters Score -123377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -123379.992188 Penalty: 3266.056396
	Iteration 18Q: 3 clusters Score -123380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123383.179688 Penalty: 3266.056396
	Iteration 19Q: 3 clusters Score -123383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -123383.179688 Penalty: 3266.056396
	Iteration 20F: 3 clusters Score -123383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Entering Unmasked Estep 
Score: -8409879.000000 Penalty: 2657.566406
	Iteration 0F: 2 clusters Score -8409879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8379908.000000 Penalty: 5315.132812
	Iteration 0F: 3 clusters Score -8379908 nChanged 20745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -8391490.000000 Penalty: 5315.132812
	Iteration 1F: 3 clusters Score -8391490 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -8392051.000000 Penalty: 5315.132812
	Iteration 2Q: 3 clusters Score -8392051 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8392697.000000 Penalty: 5315.132812
	Iteration 3Q: 3 clusters Score -8392697 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8393625.000000 Penalty: 5315.132812
	Iteration 4Q: 3 clusters Score -8393625 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8395074.000000 Penalty: 5315.132812
	Iteration 5F: 3 clusters Score -8395074 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -8397112.000000 Penalty: 5315.132812
	Iteration 6F: 3 clusters Score -8397112 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -8399702.000000 Penalty: 5315.132812
	Iteration 7F: 3 clusters Score -8399702 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8402478.000000 Penalty: 5315.132812
	Iteration 8F: 3 clusters Score -8402478 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -8405151.000000 Penalty: 5315.132812
	Iteration 9F: 3 clusters Score -8405151 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8407193.000000 Penalty: 5315.132812
	Iteration 10Q: 3 clusters Score -8407193 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -8408050.000000 Penalty: 5315.132812
	Iteration 11Q: 3 clusters Score -8408050 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -8408344.000000 Penalty: 5315.132812
	Iteration 12Q: 3 clusters Score -8408344 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -8408409.000000 Penalty: 5315.132812
	Iteration 13Q: 3 clusters Score -8408409 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8408425.000000 Penalty: 5315.132812
	Iteration 14Q: 3 clusters Score -8408425 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -8408463.000000 Penalty: 5315.132812
	Iteration 15Q: 3 clusters Score -8408463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8408507.000000 Penalty: 5315.132812
	Iteration 16Q: 3 clusters Score -8408507 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -8408537.000000 Penalty: 5315.132812
	Iteration 17Q: 3 clusters Score -8408537 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -8408580.000000 Penalty: 5315.132812
	Iteration 18Q: 3 clusters Score -8408580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8408607.000000 Penalty: 5315.132812
	Iteration 19Q: 3 clusters Score -8408607 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8408611.000000 Penalty: 5315.132812
	Iteration 20F: 3 clusters Score -8408611 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -8408599.000000 Penalty: 5315.132812
	Iteration 21Q: 3 clusters Score -8408599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8408629.000000 Penalty: 5315.132812
	Iteration 22Q: 3 clusters Score -8408629 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -8408622.000000 Penalty: 5315.132812
	Iteration 23Q: 3 clusters Score -8408622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -8408642.000000 Penalty: 5315.132812
	Iteration 24Q: 3 clusters Score -8408642 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8408673.000000 Penalty: 5315.132812
	Iteration 25Q: 3 clusters Score -8408673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8408680.000000 Penalty: 5315.132812
	Iteration 26Q: 3 clusters Score -8408680 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40282 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8408703.000000 Penalty: 5315.132812
	Iteration 27Q: 3 clusters Score -8408703 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8408709.000000 Penalty: 5315.132812
	Iteration 28Q: 3 clusters Score -8408709 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -8408724.000000 Penalty: 5315.132812
	Iteration 29Q: 3 clusters Score -8408724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8408738.000000 Penalty: 5315.132812
	Iteration 30Q: 3 clusters Score -8408738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -8408730.000000 Penalty: 5315.132812
	Iteration 31Q: 3 clusters Score -8408730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8408740.000000 Penalty: 5315.132812
	Iteration 32Q: 3 clusters Score -8408740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -8408760.000000 Penalty: 5315.132812
	Iteration 33Q: 3 clusters Score -8408760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8408772.000000 Penalty: 5315.132812
	Iteration 34Q: 3 clusters Score -8408772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -8408784.000000 Penalty: 5315.132812
	Iteration 35Q: 3 clusters Score -8408784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -8408774.000000 Penalty: 5315.132812
	Iteration 36Q: 3 clusters Score -8408774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8408768.000000 Penalty: 5315.132812
	Iteration 37Q: 3 clusters Score -8408768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8408765.000000 Penalty: 5315.132812
	Iteration 38Q: 3 clusters Score -8408765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8408767.000000 Penalty: 5315.132812
	Iteration 39Q: 3 clusters Score -8408767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8408769.000000 Penalty: 5315.132812
	Iteration 40F: 3 clusters Score -8408769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8408778.000000 Penalty: 5315.132812
	Iteration 41Q: 3 clusters Score -8408778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8408782.000000 Penalty: 5315.132812
	Iteration 42Q: 3 clusters Score -8408782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8408782.000000 Penalty: 5315.132812
	Iteration 43Q: 3 clusters Score -8408782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8408779.000000 Penalty: 5315.132812
	Iteration 44Q: 3 clusters Score -8408779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8408789.000000 Penalty: 5315.132812
	Iteration 45Q: 3 clusters Score -8408789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8408794.000000 Penalty: 5315.132812
	Iteration 46Q: 3 clusters Score -8408794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8408796.000000 Penalty: 5315.132812
	Iteration 47Q: 3 clusters Score -8408796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -8408801.000000 Penalty: 5315.132812
	Iteration 48Q: 3 clusters Score -8408801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -8408794.000000 Penalty: 5315.132812
	Iteration 49Q: 3 clusters Score -8408794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8408804.000000 Penalty: 5315.132812
	Iteration 50Q: 3 clusters Score -8408804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8408798.000000 Penalty: 5315.132812
	Iteration 51Q: 3 clusters Score -8408798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8408801.000000 Penalty: 5315.132812
	Iteration 52Q: 3 clusters Score -8408801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -8408800.000000 Penalty: 5315.132812
	Iteration 53Q: 3 clusters Score -8408800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8408803.000000 Penalty: 5315.132812
	Iteration 54Q: 3 clusters Score -8408803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -8408800.000000 Penalty: 5315.132812
	Iteration 55Q: 3 clusters Score -8408800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -8408795.000000 Penalty: 5315.132812
	Iteration 56Q: 3 clusters Score -8408795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8408792.000000 Penalty: 5315.132812
	Iteration 57Q: 3 clusters Score -8408792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8408802.000000 Penalty: 5315.132812
	Iteration 58Q: 3 clusters Score -8408802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8408808.000000 Penalty: 5315.132812
	Iteration 59Q: 3 clusters Score -8408808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8408804.000000 Penalty: 5315.132812
	Iteration 60F: 3 clusters Score -8408804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8408825.000000 Penalty: 5315.132812
	Iteration 61Q: 3 clusters Score -8408825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -8408830.000000 Penalty: 5315.132812
	Iteration 62Q: 3 clusters Score -8408830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8408839.000000 Penalty: 5315.132812
	Iteration 63Q: 3 clusters Score -8408839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8408859.000000 Penalty: 5315.132812
	Iteration 64Q: 3 clusters Score -8408859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -8408862.000000 Penalty: 5315.132812
	Iteration 65Q: 3 clusters Score -8408862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8408858.000000 Penalty: 5315.132812
	Iteration 66Q: 3 clusters Score -8408858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8408860.000000 Penalty: 5315.132812
	Iteration 67Q: 3 clusters Score -8408860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8408857.000000 Penalty: 5315.132812
	Iteration 68Q: 3 clusters Score -8408857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8408865.000000 Penalty: 5315.132812
	Iteration 69Q: 3 clusters Score -8408865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -8408877.000000 Penalty: 5315.132812
	Iteration 70Q: 3 clusters Score -8408877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8408864.000000 Penalty: 5315.132812
	Iteration 71Q: 3 clusters Score -8408864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8408868.000000 Penalty: 5315.132812
	Iteration 72Q: 3 clusters Score -8408868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -8408863.000000 Penalty: 5315.132812
	Iteration 73Q: 3 clusters Score -8408863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8408852.000000 Penalty: 5315.132812
	Iteration 74Q: 3 clusters Score -8408852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8408846.000000 Penalty: 5315.132812
	Iteration 75Q: 3 clusters Score -8408846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -8408846.000000 Penalty: 5315.132812
	Iteration 76Q: 3 clusters Score -8408846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8408857.000000 Penalty: 5315.132812
	Iteration 77Q: 3 clusters Score -8408857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8408859.000000 Penalty: 5315.132812
	Iteration 78Q: 3 clusters Score -8408859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8408855.000000 Penalty: 5315.132812
	Iteration 79Q: 3 clusters Score -8408855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8408873.000000 Penalty: 5315.132812
	Iteration 80F: 3 clusters Score -8408873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -8408880.000000 Penalty: 5315.132812
	Iteration 81Q: 3 clusters Score -8408880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -8408859.000000 Penalty: 5315.132812
	Iteration 82Q: 3 clusters Score -8408859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -8408875.000000 Penalty: 5315.132812
	Iteration 83Q: 3 clusters Score -8408875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8408877.000000 Penalty: 5315.132812
	Iteration 84Q: 3 clusters Score -8408877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8408875.000000 Penalty: 5315.132812
	Iteration 85Q: 3 clusters Score -8408875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8408885.000000 Penalty: 5315.132812
	Iteration 86Q: 3 clusters Score -8408885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8408887.000000 Penalty: 5315.132812
	Iteration 87Q: 3 clusters Score -8408887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8408886.000000 Penalty: 5315.132812
	Iteration 88Q: 3 clusters Score -8408886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8408889.000000 Penalty: 5315.132812
	Iteration 89Q: 3 clusters Score -8408889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -8408893.000000 Penalty: 5315.132812
	Iteration 90Q: 3 clusters Score -8408893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8408886.000000 Penalty: 5315.132812
	Iteration 91Q: 3 clusters Score -8408886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8408890.000000 Penalty: 5315.132812
	Iteration 92Q: 3 clusters Score -8408890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8408892.000000 Penalty: 5315.132812
	Iteration 93Q: 3 clusters Score -8408892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8408896.000000 Penalty: 5315.132812
	Iteration 94Q: 3 clusters Score -8408896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8408897.000000 Penalty: 5315.132812
	Iteration 95Q: 3 clusters Score -8408897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -8408897.000000 Penalty: 5315.132812
	Iteration 96Q: 3 clusters Score -8408897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8408899.000000 Penalty: 5315.132812
	Iteration 97Q: 3 clusters Score -8408899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8408899.000000 Penalty: 5315.132812
	Iteration 98F: 3 clusters Score -8408899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Entering Unmasked Estep 
Score: -9288924.000000 Penalty: 2680.240723
	Iteration 0F: 2 clusters Score -9288924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9258415.000000 Penalty: 5360.481445
	Iteration 0F: 3 clusters Score -9258415 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -9271047.000000 Penalty: 5360.481445
	Iteration 1F: 3 clusters Score -9271047 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -9271687.000000 Penalty: 5360.481445
	Iteration 2Q: 3 clusters Score -9271687 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -9272351.000000 Penalty: 5360.481445
	Iteration 3Q: 3 clusters Score -9272351 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -9273420.000000 Penalty: 5360.481445
	Iteration 4Q: 3 clusters Score -9273420 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -9274698.000000 Penalty: 5360.481445
	Iteration 5F: 3 clusters Score -9274698 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -9276784.000000 Penalty: 5360.481445
	Iteration 6F: 3 clusters Score -9276784 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -9279480.000000 Penalty: 5360.481445
	Iteration 7F: 3 clusters Score -9279480 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -9282313.000000 Penalty: 5360.481445
	Iteration 8F: 3 clusters Score -9282313 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9284872.000000 Penalty: 5360.481445
	Iteration 9F: 3 clusters Score -9284872 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9286028.000000 Penalty: 5360.481445
	Iteration 10Q: 3 clusters Score -9286028 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9286565.000000 Penalty: 5360.481445
	Iteration 11Q: 3 clusters Score -9286565 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9286743.000000 Penalty: 5360.481445
	Iteration 12Q: 3 clusters Score -9286743 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9286805.000000 Penalty: 5360.481445
	Iteration 13Q: 3 clusters Score -9286805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9286823.000000 Penalty: 5360.481445
	Iteration 14Q: 3 clusters Score -9286823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49055 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9286847.000000 Penalty: 5360.481445
	Iteration 15Q: 3 clusters Score -9286847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9286864.000000 Penalty: 5360.481445
	Iteration 16Q: 3 clusters Score -9286864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9286888.000000 Penalty: 5360.481445
	Iteration 17Q: 3 clusters Score -9286888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9286895.000000 Penalty: 5360.481445
	Iteration 18Q: 3 clusters Score -9286895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9286896.000000 Penalty: 5360.481445
	Iteration 19Q: 3 clusters Score -9286896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9286896.000000 Penalty: 5360.481445
	Iteration 20F: 3 clusters Score -9286896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9286902.000000 Penalty: 5360.481445
	Iteration 21Q: 3 clusters Score -9286902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9286898.000000 Penalty: 5360.481445
	Iteration 22Q: 3 clusters Score -9286898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9286898.000000 Penalty: 5360.481445
	Iteration 23F: 3 clusters Score -9286898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Entering Unmasked Estep 
Score: -1268964.500000 Penalty: 2190.192139
	Iteration 0F: 2 clusters Score -1268964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1263285.375000 Penalty: 4380.384277
	Iteration 0F: 3 clusters Score -1263285 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1264808.875000 Penalty: 4380.384277
	Iteration 1F: 3 clusters Score -1264809 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1265039.625000 Penalty: 4380.384277
	Iteration 2F: 3 clusters Score -1265040 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1265198.625000 Penalty: 4380.384277
	Iteration 3Q: 3 clusters Score -1265199 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1265313.750000 Penalty: 4380.384277
	Iteration 4Q: 3 clusters Score -1265314 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1265405.750000 Penalty: 4380.384277
	Iteration 5Q: 3 clusters Score -1265406 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1265494.000000 Penalty: 4380.384277
	Iteration 6Q: 3 clusters Score -1265494 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1265563.875000 Penalty: 4380.384277
	Iteration 7Q: 3 clusters Score -1265564 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1265640.875000 Penalty: 4380.384277
	Iteration 8Q: 3 clusters Score -1265641 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1265709.000000 Penalty: 4380.384277
	Iteration 9Q: 3 clusters Score -1265709 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1265783.625000 Penalty: 4380.384277
	Iteration 10Q: 3 clusters Score -1265784 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1265851.125000 Penalty: 4380.384277
	Iteration 11Q: 3 clusters Score -1265851 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1265916.500000 Penalty: 4380.384277
	Iteration 12Q: 3 clusters Score -1265916 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1265975.375000 Penalty: 4380.384277
	Iteration 13Q: 3 clusters Score -1265975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1266047.500000 Penalty: 4380.384277
	Iteration 14Q: 3 clusters Score -1266048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1266130.750000 Penalty: 4380.384277
	Iteration 15Q: 3 clusters Score -1266131 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1266211.250000 Penalty: 4380.384277
	Iteration 16Q: 3 clusters Score -1266211 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1266311.875000 Penalty: 4380.384277
	Iteration 17Q: 3 clusters Score -1266312 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1266422.750000 Penalty: 4380.384277
	Iteration 18Q: 3 clusters Score -1266423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1266535.375000 Penalty: 4380.384277
	Iteration 19Q: 3 clusters Score -1266535 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1266620.000000 Penalty: 4380.384277
	Iteration 20F: 3 clusters Score -1266620 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1266692.625000 Penalty: 4380.384277
	Iteration 21Q: 3 clusters Score -1266693 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1266750.375000 Penalty: 4380.384277
	Iteration 22Q: 3 clusters Score -1266750 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1266798.625000 Penalty: 4380.384277
	Iteration 23Q: 3 clusters Score -1266799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1266850.625000 Penalty: 4380.384277
	Iteration 24Q: 3 clusters Score -1266851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1266893.000000 Penalty: 4380.384277
	Iteration 25Q: 3 clusters Score -1266893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1266921.875000 Penalty: 4380.384277
	Iteration 26Q: 3 clusters Score -1266922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1266935.375000 Penalty: 4380.384277
	Iteration 27Q: 3 clusters Score -1266935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1266941.875000 Penalty: 4380.384277
	Iteration 28Q: 3 clusters Score -1266942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1266948.875000 Penalty: 4380.384277
	Iteration 29Q: 3 clusters Score -1266949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1266951.750000 Penalty: 4380.384277
	Iteration 30Q: 3 clusters Score -1266952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1266957.875000 Penalty: 4380.384277
	Iteration 31Q: 3 clusters Score -1266958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1266963.000000 Penalty: 4380.384277
	Iteration 32Q: 3 clusters Score -1266963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1266975.500000 Penalty: 4380.384277
	Iteration 33Q: 3 clusters Score -1266976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1266978.375000 Penalty: 4380.384277
	Iteration 34Q: 3 clusters Score -1266978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1266989.125000 Penalty: 4380.384277
	Iteration 35Q: 3 clusters Score -1266989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1266993.375000 Penalty: 4380.384277
	Iteration 36Q: 3 clusters Score -1266993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1266997.875000 Penalty: 4380.384277
	Iteration 37Q: 3 clusters Score -1266998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1267003.250000 Penalty: 4380.384277
	Iteration 38Q: 3 clusters Score -1267003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1267007.000000 Penalty: 4380.384277
	Iteration 39Q: 3 clusters Score -1267007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1267011.375000 Penalty: 4380.384277
	Iteration 40F: 3 clusters Score -1267011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1267013.125000 Penalty: 4380.384277
	Iteration 41Q: 3 clusters Score -1267013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1267017.000000 Penalty: 4380.384277
	Iteration 42Q: 3 clusters Score -1267017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1267017.000000 Penalty: 4380.384277
	Iteration 43Q: 3 clusters Score -1267017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1267016.750000 Penalty: 4380.384277
	Iteration 44Q: 3 clusters Score -1267017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1267019.250000 Penalty: 4380.384277
	Iteration 45Q: 3 clusters Score -1267019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1267021.000000 Penalty: 4380.384277
	Iteration 46Q: 3 clusters Score -1267021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1267023.750000 Penalty: 4380.384277
	Iteration 47Q: 3 clusters Score -1267024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1267023.375000 Penalty: 4380.384277
	Iteration 48Q: 3 clusters Score -1267023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1267023.375000 Penalty: 4380.384277
	Iteration 49F: 3 clusters Score -1267023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -196332.062500 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -196332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194322.765625 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -194322.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -194755.500000 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -194755.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -194960.734375 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -194960.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -195071.671875 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -195071.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195191.343750 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -195191.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -195305.046875 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -195305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195382.796875 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -195382.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195447.406250 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -195447.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -195509.671875 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -195509.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195568.578125 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -195568.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -195606.656250 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -195606.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -195627.828125 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -195627.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -195654.281250 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -195654.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -195700.109375 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -195700.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -195762.046875 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -195762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -195821.343750 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -195821.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -195873.812500 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -195873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -195923.703125 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -195923.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -195952.890625 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -195952.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -195971.078125 Penalty: 3521.613525
	Iteration 19Q: 3 clusters Score -195971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -195987.546875 Penalty: 3521.613525
	Iteration 20F: 3 clusters Score -195987.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -196001.953125 Penalty: 3521.613525
	Iteration 21Q: 3 clusters Score -196002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -196025.093750 Penalty: 3521.613525
	Iteration 22Q: 3 clusters Score -196025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -196082.703125 Penalty: 3521.613525
	Iteration 23Q: 3 clusters Score -196082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -196121.250000 Penalty: 3521.613525
	Iteration 24Q: 3 clusters Score -196121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -196157.046875 Penalty: 3521.613525
	Iteration 25Q: 3 clusters Score -196157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -196169.140625 Penalty: 3521.613525
	Iteration 26Q: 3 clusters Score -196169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196192.265625 Penalty: 3521.613525
	Iteration 27Q: 3 clusters Score -196192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -196214.171875 Penalty: 3521.613525
	Iteration 28Q: 3 clusters Score -196214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -196227.437500 Penalty: 3521.613525
	Iteration 29Q: 3 clusters Score -196227.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -196243.265625 Penalty: 3521.613525
	Iteration 30Q: 3 clusters Score -196243.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -196270.093750 Penalty: 3521.613525
	Iteration 31Q: 3 clusters Score -196270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -196307.781250 Penalty: 3521.613525
	Iteration 32Q: 3 clusters Score -196307.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -196359.656250 Penalty: 3521.613525
	Iteration 33Q: 3 clusters Score -196359.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196381.281250 Penalty: 3521.613525
	Iteration 34Q: 3 clusters Score -196381.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196384.609375 Penalty: 3521.613525
	Iteration 35Q: 3 clusters Score -196384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -196384.609375 Penalty: 3521.613525
	Iteration 36F: 3 clusters Score -196384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42038 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 248 members 
Mstep: Class 13 contains 44789 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32399 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47429 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50712 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28976 members 
Mstep: Class 31 contains 32729 members 
Mstep: Class 32 contains 53324 members 
Mstep: Class 33 contains 964 members 
Entering Unmasked Estep 
Score: -137157712.000000 Penalty: 110674.398438
Splitting cluster 12 changes total score from -137159200.000000 to -137157712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Entering Unmasked Estep 
Score: -8379097.500000 Penalty: 2656.010010
	Iteration 0F: 2 clusters Score -8379098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -8349827.500000 Penalty: 5312.020020
	Iteration 0F: 3 clusters Score -8349828 nChanged 20655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -8360869.500000 Penalty: 5312.020020
	Iteration 1F: 3 clusters Score -8360870 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8361417.000000 Penalty: 5312.020020
	Iteration 2Q: 3 clusters Score -8361417 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8361972.000000 Penalty: 5312.020020
	Iteration 3Q: 3 clusters Score -8361972 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8362752.500000 Penalty: 5312.020020
	Iteration 4Q: 3 clusters Score -8362752 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -8363759.500000 Penalty: 5312.020020
	Iteration 5Q: 3 clusters Score -8363760 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8365099.000000 Penalty: 5312.020020
	Iteration 6F: 3 clusters Score -8365099 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -8366922.000000 Penalty: 5312.020020
	Iteration 7F: 3 clusters Score -8366922 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -8369126.000000 Penalty: 5312.020020
	Iteration 8F: 3 clusters Score -8369126 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -8371642.000000 Penalty: 5312.020020
	Iteration 9F: 3 clusters Score -8371642 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8373813.500000 Penalty: 5312.020020
	Iteration 10F: 3 clusters Score -8373814 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -8375055.000000 Penalty: 5312.020020
	Iteration 11Q: 3 clusters Score -8375055 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -8375694.000000 Penalty: 5312.020020
	Iteration 12Q: 3 clusters Score -8375694 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -8376126.500000 Penalty: 5312.020020
	Iteration 13Q: 3 clusters Score -8376126 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -8376448.000000 Penalty: 5312.020020
	Iteration 14Q: 3 clusters Score -8376448 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -8376689.500000 Penalty: 5312.020020
	Iteration 15Q: 3 clusters Score -8376690 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -8376801.500000 Penalty: 5312.020020
	Iteration 16Q: 3 clusters Score -8376802 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -8376865.500000 Penalty: 5312.020020
	Iteration 17Q: 3 clusters Score -8376866 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -8376962.000000 Penalty: 5312.020020
	Iteration 18Q: 3 clusters Score -8376962 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -8377006.000000 Penalty: 5312.020020
	Iteration 19Q: 3 clusters Score -8377006 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -8377090.500000 Penalty: 5312.020020
	Iteration 20F: 3 clusters Score -8377090 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -8377119.500000 Penalty: 5312.020020
	Iteration 21Q: 3 clusters Score -8377120 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -8377153.500000 Penalty: 5312.020020
	Iteration 22Q: 3 clusters Score -8377154 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -8377194.500000 Penalty: 5312.020020
	Iteration 23Q: 3 clusters Score -8377194 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -8377256.500000 Penalty: 5312.020020
	Iteration 24Q: 3 clusters Score -8377256 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8377295.500000 Penalty: 5312.020020
	Iteration 25Q: 3 clusters Score -8377296 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -8377357.500000 Penalty: 5312.020020
	Iteration 26Q: 3 clusters Score -8377358 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -8377409.500000 Penalty: 5312.020020
	Iteration 27Q: 3 clusters Score -8377410 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8377450.500000 Penalty: 5312.020020
	Iteration 28Q: 3 clusters Score -8377450 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8377498.000000 Penalty: 5312.020020
	Iteration 29Q: 3 clusters Score -8377498 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -8377543.500000 Penalty: 5312.020020
	Iteration 30Q: 3 clusters Score -8377544 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8377579.500000 Penalty: 5312.020020
	Iteration 31Q: 3 clusters Score -8377580 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -8377590.000000 Penalty: 5312.020020
	Iteration 32Q: 3 clusters Score -8377590 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -8377621.500000 Penalty: 5312.020020
	Iteration 33Q: 3 clusters Score -8377622 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8377668.000000 Penalty: 5312.020020
	Iteration 34Q: 3 clusters Score -8377668 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -8377667.000000 Penalty: 5312.020020
	Iteration 35Q: 3 clusters Score -8377667 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -8377685.000000 Penalty: 5312.020020
	Iteration 36Q: 3 clusters Score -8377685 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -8377710.000000 Penalty: 5312.020020
	Iteration 37Q: 3 clusters Score -8377710 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8377700.000000 Penalty: 5312.020020
	Iteration 38Q: 3 clusters Score -8377700 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -8377704.000000 Penalty: 5312.020020
	Iteration 39Q: 3 clusters Score -8377704 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -8377705.500000 Penalty: 5312.020020
	Iteration 40F: 3 clusters Score -8377706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8377677.000000 Penalty: 5312.020020
	Iteration 41Q: 3 clusters Score -8377677 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8377709.000000 Penalty: 5312.020020
	Iteration 42Q: 3 clusters Score -8377709 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -8377711.500000 Penalty: 5312.020020
	Iteration 43Q: 3 clusters Score -8377712 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8377744.000000 Penalty: 5312.020020
	Iteration 44Q: 3 clusters Score -8377744 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -8377739.500000 Penalty: 5312.020020
	Iteration 45Q: 3 clusters Score -8377740 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -8377760.000000 Penalty: 5312.020020
	Iteration 46Q: 3 clusters Score -8377760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -8377728.500000 Penalty: 5312.020020
	Iteration 47Q: 3 clusters Score -8377728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -8377742.000000 Penalty: 5312.020020
	Iteration 48Q: 3 clusters Score -8377742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8377734.500000 Penalty: 5312.020020
	Iteration 49Q: 3 clusters Score -8377734 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8377745.500000 Penalty: 5312.020020
	Iteration 50Q: 3 clusters Score -8377746 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8377745.000000 Penalty: 5312.020020
	Iteration 51Q: 3 clusters Score -8377745 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -8377737.500000 Penalty: 5312.020020
	Iteration 52Q: 3 clusters Score -8377738 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8377713.500000 Penalty: 5312.020020
	Iteration 53Q: 3 clusters Score -8377714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8377712.500000 Penalty: 5312.020020
	Iteration 54Q: 3 clusters Score -8377712 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8377718.000000 Penalty: 5312.020020
	Iteration 55Q: 3 clusters Score -8377718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8377720.500000 Penalty: 5312.020020
	Iteration 56Q: 3 clusters Score -8377720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -8377733.500000 Penalty: 5312.020020
	Iteration 57Q: 3 clusters Score -8377734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -8377744.000000 Penalty: 5312.020020
	Iteration 58Q: 3 clusters Score -8377744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8377741.000000 Penalty: 5312.020020
	Iteration 59Q: 3 clusters Score -8377741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -8377744.500000 Penalty: 5312.020020
	Iteration 60F: 3 clusters Score -8377744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8377730.000000 Penalty: 5312.020020
	Iteration 61Q: 3 clusters Score -8377730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8377737.500000 Penalty: 5312.020020
	Iteration 62Q: 3 clusters Score -8377738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -8377725.500000 Penalty: 5312.020020
	Iteration 63Q: 3 clusters Score -8377726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8377727.500000 Penalty: 5312.020020
	Iteration 64Q: 3 clusters Score -8377728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8377737.500000 Penalty: 5312.020020
	Iteration 65Q: 3 clusters Score -8377738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8377746.500000 Penalty: 5312.020020
	Iteration 66Q: 3 clusters Score -8377746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -8377736.500000 Penalty: 5312.020020
	Iteration 67Q: 3 clusters Score -8377736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -8377741.000000 Penalty: 5312.020020
	Iteration 68Q: 3 clusters Score -8377741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 42394 members 
Entering Unmasked Estep 
Score: -8377745.500000 Penalty: 5312.020020
	Iteration 69Q: 3 clusters Score -8377746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8377744.500000 Penalty: 5312.020020
	Iteration 70Q: 3 clusters Score -8377744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -8377752.000000 Penalty: 5312.020020
	Iteration 71Q: 3 clusters Score -8377752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8377740.000000 Penalty: 5312.020020
	Iteration 72Q: 3 clusters Score -8377740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -8377750.500000 Penalty: 5312.020020
	Iteration 73Q: 3 clusters Score -8377750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8377747.000000 Penalty: 5312.020020
	Iteration 74Q: 3 clusters Score -8377747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -8377740.000000 Penalty: 5312.020020
	Iteration 75Q: 3 clusters Score -8377740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8377735.000000 Penalty: 5312.020020
	Iteration 76Q: 3 clusters Score -8377735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8377738.000000 Penalty: 5312.020020
	Iteration 77Q: 3 clusters Score -8377738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8377729.500000 Penalty: 5312.020020
	Iteration 78Q: 3 clusters Score -8377730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8377729.500000 Penalty: 5312.020020
	Iteration 79Q: 3 clusters Score -8377730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -8377727.000000 Penalty: 5312.020020
	Iteration 80F: 3 clusters Score -8377727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -8377728.000000 Penalty: 5312.020020
	Iteration 81Q: 3 clusters Score -8377728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8377733.500000 Penalty: 5312.020020
	Iteration 82Q: 3 clusters Score -8377734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -8377732.000000 Penalty: 5312.020020
	Iteration 83Q: 3 clusters Score -8377732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8377729.000000 Penalty: 5312.020020
	Iteration 84Q: 3 clusters Score -8377729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8377735.500000 Penalty: 5312.020020
	Iteration 85Q: 3 clusters Score -8377736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8377735.500000 Penalty: 5312.020020
	Iteration 86F: 3 clusters Score -8377736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Entering Unmasked Estep 
Score: -3232159.250000 Penalty: 2427.790527
	Iteration 0F: 2 clusters Score -3232159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3219488.250000 Penalty: 4855.581055
	Iteration 0F: 3 clusters Score -3219488 nChanged 7816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3223577.500000 Penalty: 4855.581055
	Iteration 1F: 3 clusters Score -3223578 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -3223882.000000 Penalty: 4855.581055
	Iteration 2F: 3 clusters Score -3223882 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -3224110.000000 Penalty: 4855.581055
	Iteration 3Q: 3 clusters Score -3224110 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -3224263.750000 Penalty: 4855.581055
	Iteration 4Q: 3 clusters Score -3224264 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3224415.500000 Penalty: 4855.581055
	Iteration 5Q: 3 clusters Score -3224416 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3224534.750000 Penalty: 4855.581055
	Iteration 6Q: 3 clusters Score -3224535 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3224676.750000 Penalty: 4855.581055
	Iteration 7Q: 3 clusters Score -3224677 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3224842.500000 Penalty: 4855.581055
	Iteration 8Q: 3 clusters Score -3224842 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3225015.250000 Penalty: 4855.581055
	Iteration 9Q: 3 clusters Score -3225015 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3225233.250000 Penalty: 4855.581055
	Iteration 10Q: 3 clusters Score -3225233 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3225508.750000 Penalty: 4855.581055
	Iteration 11Q: 3 clusters Score -3225509 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3225904.750000 Penalty: 4855.581055
	Iteration 12Q: 3 clusters Score -3225905 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3226440.750000 Penalty: 4855.581055
	Iteration 13Q: 3 clusters Score -3226441 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3227168.500000 Penalty: 4855.581055
	Iteration 14F: 3 clusters Score -3227168 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3227932.500000 Penalty: 4855.581055
	Iteration 15F: 3 clusters Score -3227932 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3228670.500000 Penalty: 4855.581055
	Iteration 16Q: 3 clusters Score -3228670 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3229250.250000 Penalty: 4855.581055
	Iteration 17Q: 3 clusters Score -3229250 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3229596.000000 Penalty: 4855.581055
	Iteration 18Q: 3 clusters Score -3229596 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3229778.250000 Penalty: 4855.581055
	Iteration 19Q: 3 clusters Score -3229778 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3229864.000000 Penalty: 4855.581055
	Iteration 20F: 3 clusters Score -3229864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3229922.000000 Penalty: 4855.581055
	Iteration 21Q: 3 clusters Score -3229922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3229945.500000 Penalty: 4855.581055
	Iteration 22Q: 3 clusters Score -3229946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3229974.750000 Penalty: 4855.581055
	Iteration 23Q: 3 clusters Score -3229975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3229992.500000 Penalty: 4855.581055
	Iteration 24Q: 3 clusters Score -3229992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3230011.750000 Penalty: 4855.581055
	Iteration 25Q: 3 clusters Score -3230012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3230026.750000 Penalty: 4855.581055
	Iteration 26Q: 3 clusters Score -3230027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3230042.000000 Penalty: 4855.581055
	Iteration 27Q: 3 clusters Score -3230042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3230057.500000 Penalty: 4855.581055
	Iteration 28Q: 3 clusters Score -3230058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3230063.000000 Penalty: 4855.581055
	Iteration 29Q: 3 clusters Score -3230063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3230063.750000 Penalty: 4855.581055
	Iteration 30Q: 3 clusters Score -3230064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3230063.750000 Penalty: 4855.581055
	Iteration 31F: 3 clusters Score -3230064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Entering Unmasked Estep 
Score: -97812.226562 Penalty: 1567.104126
	Iteration 0F: 2 clusters Score -97812.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96260.882812 Penalty: 3134.208252
	Iteration 0F: 3 clusters Score -96260.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96443.578125 Penalty: 3134.208252
	Iteration 1F: 3 clusters Score -96443.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96480.031250 Penalty: 3134.208252
	Iteration 2Q: 3 clusters Score -96480.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96495.976562 Penalty: 3134.208252
	Iteration 3Q: 3 clusters Score -96495.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -96507.429688 Penalty: 3134.208252
	Iteration 4Q: 3 clusters Score -96507.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96514.875000 Penalty: 3134.208252
	Iteration 5Q: 3 clusters Score -96514.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -96516.078125 Penalty: 3134.208252
	Iteration 6Q: 3 clusters Score -96516.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96516.953125 Penalty: 3134.208252
	Iteration 7Q: 3 clusters Score -96516.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -96516.953125 Penalty: 3134.208252
	Iteration 8F: 3 clusters Score -96516.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Entering Unmasked Estep 
Score: -5997107.000000 Penalty: 2575.698730
	Iteration 0F: 2 clusters Score -5997107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5974935.000000 Penalty: 5151.397461
	Iteration 0F: 3 clusters Score -5974935 nChanged 14694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -5982733.500000 Penalty: 5151.397461
	Iteration 1F: 3 clusters Score -5982734 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5983155.500000 Penalty: 5151.397461
	Iteration 2Q: 3 clusters Score -5983156 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -5983560.500000 Penalty: 5151.397461
	Iteration 3Q: 3 clusters Score -5983560 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5984032.000000 Penalty: 5151.397461
	Iteration 4Q: 3 clusters Score -5984032 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -5984645.500000 Penalty: 5151.397461
	Iteration 5Q: 3 clusters Score -5984646 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5985470.000000 Penalty: 5151.397461
	Iteration 6F: 3 clusters Score -5985470 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -5986781.000000 Penalty: 5151.397461
	Iteration 7F: 3 clusters Score -5986781 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -5988651.000000 Penalty: 5151.397461
	Iteration 8F: 3 clusters Score -5988651 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5990716.500000 Penalty: 5151.397461
	Iteration 9F: 3 clusters Score -5990716 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -5992357.000000 Penalty: 5151.397461
	Iteration 10F: 3 clusters Score -5992357 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -5993480.500000 Penalty: 5151.397461
	Iteration 11Q: 3 clusters Score -5993480 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -5994092.500000 Penalty: 5151.397461
	Iteration 12Q: 3 clusters Score -5994092 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 31299 members 
Entering Unmasked Estep 
Score: -5994422.000000 Penalty: 5151.397461
	Iteration 13Q: 3 clusters Score -5994422 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -5994592.500000 Penalty: 5151.397461
	Iteration 14Q: 3 clusters Score -5994592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -5994723.000000 Penalty: 5151.397461
	Iteration 15Q: 3 clusters Score -5994723 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -5994807.000000 Penalty: 5151.397461
	Iteration 16Q: 3 clusters Score -5994807 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -5994861.000000 Penalty: 5151.397461
	Iteration 17Q: 3 clusters Score -5994861 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -5994929.000000 Penalty: 5151.397461
	Iteration 18Q: 3 clusters Score -5994929 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -5994969.500000 Penalty: 5151.397461
	Iteration 19Q: 3 clusters Score -5994970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5995014.000000 Penalty: 5151.397461
	Iteration 20F: 3 clusters Score -5995014 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -5995040.500000 Penalty: 5151.397461
	Iteration 21Q: 3 clusters Score -5995040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -5995036.500000 Penalty: 5151.397461
	Iteration 22Q: 3 clusters Score -5995036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -5995059.000000 Penalty: 5151.397461
	Iteration 23Q: 3 clusters Score -5995059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -5995068.500000 Penalty: 5151.397461
	Iteration 24Q: 3 clusters Score -5995068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -5995078.500000 Penalty: 5151.397461
	Iteration 25Q: 3 clusters Score -5995078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -5995081.000000 Penalty: 5151.397461
	Iteration 26Q: 3 clusters Score -5995081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5995084.000000 Penalty: 5151.397461
	Iteration 27Q: 3 clusters Score -5995084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5995084.500000 Penalty: 5151.397461
	Iteration 28Q: 3 clusters Score -5995084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -5995090.000000 Penalty: 5151.397461
	Iteration 29Q: 3 clusters Score -5995090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -5995099.000000 Penalty: 5151.397461
	Iteration 30Q: 3 clusters Score -5995099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -5995099.500000 Penalty: 5151.397461
	Iteration 31Q: 3 clusters Score -5995100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -5995104.000000 Penalty: 5151.397461
	Iteration 32Q: 3 clusters Score -5995104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -5995109.000000 Penalty: 5151.397461
	Iteration 33Q: 3 clusters Score -5995109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5995117.000000 Penalty: 5151.397461
	Iteration 34Q: 3 clusters Score -5995117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5995120.000000 Penalty: 5151.397461
	Iteration 35Q: 3 clusters Score -5995120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5995119.500000 Penalty: 5151.397461
	Iteration 36Q: 3 clusters Score -5995120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -5995119.500000 Penalty: 5151.397461
	Iteration 37F: 3 clusters Score -5995120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Entering Unmasked Estep 
Score: -4912002.500000 Penalty: 2523.220703
	Iteration 0F: 2 clusters Score -4912002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4893861.500000 Penalty: 5046.441406
	Iteration 0F: 3 clusters Score -4893862 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4900040.000000 Penalty: 5046.441406
	Iteration 1F: 3 clusters Score -4900040 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4900438.000000 Penalty: 5046.441406
	Iteration 2Q: 3 clusters Score -4900438 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -4900754.500000 Penalty: 5046.441406
	Iteration 3Q: 3 clusters Score -4900754 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4901084.000000 Penalty: 5046.441406
	Iteration 4Q: 3 clusters Score -4901084 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -4901360.000000 Penalty: 5046.441406
	Iteration 5Q: 3 clusters Score -4901360 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -4901665.500000 Penalty: 5046.441406
	Iteration 6Q: 3 clusters Score -4901666 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -4902084.000000 Penalty: 5046.441406
	Iteration 7Q: 3 clusters Score -4902084 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4902720.000000 Penalty: 5046.441406
	Iteration 8Q: 3 clusters Score -4902720 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4903580.000000 Penalty: 5046.441406
	Iteration 9F: 3 clusters Score -4903580 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -4904753.000000 Penalty: 5046.441406
	Iteration 10F: 3 clusters Score -4904753 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4906030.500000 Penalty: 5046.441406
	Iteration 11F: 3 clusters Score -4906030 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4907300.000000 Penalty: 5046.441406
	Iteration 12F: 3 clusters Score -4907300 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4908323.500000 Penalty: 5046.441406
	Iteration 13Q: 3 clusters Score -4908324 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4908962.500000 Penalty: 5046.441406
	Iteration 14Q: 3 clusters Score -4908962 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -4909339.000000 Penalty: 5046.441406
	Iteration 15Q: 3 clusters Score -4909339 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -4909505.000000 Penalty: 5046.441406
	Iteration 16Q: 3 clusters Score -4909505 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -4909627.000000 Penalty: 5046.441406
	Iteration 17Q: 3 clusters Score -4909627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -4909697.500000 Penalty: 5046.441406
	Iteration 18Q: 3 clusters Score -4909698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4909733.500000 Penalty: 5046.441406
	Iteration 19Q: 3 clusters Score -4909734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4909766.500000 Penalty: 5046.441406
	Iteration 20F: 3 clusters Score -4909766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4909785.000000 Penalty: 5046.441406
	Iteration 21Q: 3 clusters Score -4909785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -4909803.500000 Penalty: 5046.441406
	Iteration 22Q: 3 clusters Score -4909804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4909818.000000 Penalty: 5046.441406
	Iteration 23Q: 3 clusters Score -4909818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -4909831.000000 Penalty: 5046.441406
	Iteration 24Q: 3 clusters Score -4909831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4909836.500000 Penalty: 5046.441406
	Iteration 25Q: 3 clusters Score -4909836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -4909841.000000 Penalty: 5046.441406
	Iteration 26Q: 3 clusters Score -4909841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4909843.000000 Penalty: 5046.441406
	Iteration 27Q: 3 clusters Score -4909843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4909843.000000 Penalty: 5046.441406
	Iteration 28F: 3 clusters Score -4909843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Entering Unmasked Estep 
Score: -8610644.000000 Penalty: 2660.460449
	Iteration 0F: 2 clusters Score -8610644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8580874.000000 Penalty: 5320.920898
	Iteration 0F: 3 clusters Score -8580874 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8592450.000000 Penalty: 5320.920898
	Iteration 1F: 3 clusters Score -8592450 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8593009.000000 Penalty: 5320.920898
	Iteration 2Q: 3 clusters Score -8593009 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -8593496.000000 Penalty: 5320.920898
	Iteration 3Q: 3 clusters Score -8593496 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -8594048.000000 Penalty: 5320.920898
	Iteration 4Q: 3 clusters Score -8594048 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -8594684.000000 Penalty: 5320.920898
	Iteration 5Q: 3 clusters Score -8594684 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -8595497.000000 Penalty: 5320.920898
	Iteration 6Q: 3 clusters Score -8595497 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -8596494.000000 Penalty: 5320.920898
	Iteration 7Q: 3 clusters Score -8596494 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8597621.000000 Penalty: 5320.920898
	Iteration 8F: 3 clusters Score -8597621 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -8599065.000000 Penalty: 5320.920898
	Iteration 9F: 3 clusters Score -8599065 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8600663.000000 Penalty: 5320.920898
	Iteration 10Q: 3 clusters Score -8600663 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -8602126.000000 Penalty: 5320.920898
	Iteration 11Q: 3 clusters Score -8602126 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -8603345.000000 Penalty: 5320.920898
	Iteration 12Q: 3 clusters Score -8603345 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8604143.000000 Penalty: 5320.920898
	Iteration 13Q: 3 clusters Score -8604143 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -8604665.000000 Penalty: 5320.920898
	Iteration 14Q: 3 clusters Score -8604665 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8605043.000000 Penalty: 5320.920898
	Iteration 15Q: 3 clusters Score -8605043 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -8605319.000000 Penalty: 5320.920898
	Iteration 16Q: 3 clusters Score -8605319 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -8605539.000000 Penalty: 5320.920898
	Iteration 17Q: 3 clusters Score -8605539 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -8605762.000000 Penalty: 5320.920898
	Iteration 18Q: 3 clusters Score -8605762 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8606009.000000 Penalty: 5320.920898
	Iteration 19Q: 3 clusters Score -8606009 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8606308.000000 Penalty: 5320.920898
	Iteration 20F: 3 clusters Score -8606308 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8606576.000000 Penalty: 5320.920898
	Iteration 21Q: 3 clusters Score -8606576 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -8606821.000000 Penalty: 5320.920898
	Iteration 22Q: 3 clusters Score -8606821 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8607044.000000 Penalty: 5320.920898
	Iteration 23Q: 3 clusters Score -8607044 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8607248.000000 Penalty: 5320.920898
	Iteration 24Q: 3 clusters Score -8607248 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8607395.000000 Penalty: 5320.920898
	Iteration 25Q: 3 clusters Score -8607395 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8607562.000000 Penalty: 5320.920898
	Iteration 26Q: 3 clusters Score -8607562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8607769.000000 Penalty: 5320.920898
	Iteration 27Q: 3 clusters Score -8607769 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8607900.000000 Penalty: 5320.920898
	Iteration 28Q: 3 clusters Score -8607900 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8608015.000000 Penalty: 5320.920898
	Iteration 29Q: 3 clusters Score -8608015 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8608110.000000 Penalty: 5320.920898
	Iteration 30Q: 3 clusters Score -8608110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8608179.000000 Penalty: 5320.920898
	Iteration 31Q: 3 clusters Score -8608179 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8608230.000000 Penalty: 5320.920898
	Iteration 32Q: 3 clusters Score -8608230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8608251.000000 Penalty: 5320.920898
	Iteration 33Q: 3 clusters Score -8608251 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8608280.000000 Penalty: 5320.920898
	Iteration 34Q: 3 clusters Score -8608280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8608283.000000 Penalty: 5320.920898
	Iteration 35Q: 3 clusters Score -8608283 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8608278.000000 Penalty: 5320.920898
	Iteration 36Q: 3 clusters Score -8608278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8608304.000000 Penalty: 5320.920898
	Iteration 37Q: 3 clusters Score -8608304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8608312.000000 Penalty: 5320.920898
	Iteration 38Q: 3 clusters Score -8608312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8608305.000000 Penalty: 5320.920898
	Iteration 39Q: 3 clusters Score -8608305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8608325.000000 Penalty: 5320.920898
	Iteration 40F: 3 clusters Score -8608325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8608329.000000 Penalty: 5320.920898
	Iteration 41Q: 3 clusters Score -8608329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8608335.000000 Penalty: 5320.920898
	Iteration 42Q: 3 clusters Score -8608335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8608331.000000 Penalty: 5320.920898
	Iteration 43Q: 3 clusters Score -8608331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8608343.000000 Penalty: 5320.920898
	Iteration 44Q: 3 clusters Score -8608343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8608341.000000 Penalty: 5320.920898
	Iteration 45Q: 3 clusters Score -8608341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8608348.000000 Penalty: 5320.920898
	Iteration 46Q: 3 clusters Score -8608348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8608349.000000 Penalty: 5320.920898
	Iteration 47Q: 3 clusters Score -8608349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8608360.000000 Penalty: 5320.920898
	Iteration 48Q: 3 clusters Score -8608360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8608364.000000 Penalty: 5320.920898
	Iteration 49Q: 3 clusters Score -8608364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8608358.000000 Penalty: 5320.920898
	Iteration 50Q: 3 clusters Score -8608358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8608361.000000 Penalty: 5320.920898
	Iteration 51Q: 3 clusters Score -8608361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8608362.000000 Penalty: 5320.920898
	Iteration 52Q: 3 clusters Score -8608362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8608369.000000 Penalty: 5320.920898
	Iteration 53Q: 3 clusters Score -8608369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8608365.000000 Penalty: 5320.920898
	Iteration 54Q: 3 clusters Score -8608365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8608362.000000 Penalty: 5320.920898
	Iteration 55Q: 3 clusters Score -8608362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8608367.000000 Penalty: 5320.920898
	Iteration 56Q: 3 clusters Score -8608367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8608364.000000 Penalty: 5320.920898
	Iteration 57Q: 3 clusters Score -8608364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8608364.000000 Penalty: 5320.920898
	Iteration 58F: 3 clusters Score -8608364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Entering Unmasked Estep 
Score: -4880159.000000 Penalty: 2523.296387
	Iteration 0F: 2 clusters Score -4880159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -4862188.000000 Penalty: 5046.592773
	Iteration 0F: 3 clusters Score -4862188 nChanged 11656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4868327.000000 Penalty: 5046.592773
	Iteration 1F: 3 clusters Score -4868327 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -4868742.500000 Penalty: 5046.592773
	Iteration 2Q: 3 clusters Score -4868742 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4869097.500000 Penalty: 5046.592773
	Iteration 3Q: 3 clusters Score -4869098 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -4869398.500000 Penalty: 5046.592773
	Iteration 4Q: 3 clusters Score -4869398 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -4869728.000000 Penalty: 5046.592773
	Iteration 5Q: 3 clusters Score -4869728 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -4870161.000000 Penalty: 5046.592773
	Iteration 6Q: 3 clusters Score -4870161 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4870668.000000 Penalty: 5046.592773
	Iteration 7Q: 3 clusters Score -4870668 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4871364.000000 Penalty: 5046.592773
	Iteration 8Q: 3 clusters Score -4871364 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -4872255.500000 Penalty: 5046.592773
	Iteration 9Q: 3 clusters Score -4872256 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -4873393.500000 Penalty: 5046.592773
	Iteration 10F: 3 clusters Score -4873394 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4874542.500000 Penalty: 5046.592773
	Iteration 11F: 3 clusters Score -4874542 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -4875490.000000 Penalty: 5046.592773
	Iteration 12Q: 3 clusters Score -4875490 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -4876235.000000 Penalty: 5046.592773
	Iteration 13Q: 3 clusters Score -4876235 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4876780.000000 Penalty: 5046.592773
	Iteration 14Q: 3 clusters Score -4876780 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4877116.000000 Penalty: 5046.592773
	Iteration 15Q: 3 clusters Score -4877116 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4877356.000000 Penalty: 5046.592773
	Iteration 16Q: 3 clusters Score -4877356 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4877520.000000 Penalty: 5046.592773
	Iteration 17Q: 3 clusters Score -4877520 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4877656.000000 Penalty: 5046.592773
	Iteration 18Q: 3 clusters Score -4877656 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4877757.000000 Penalty: 5046.592773
	Iteration 19Q: 3 clusters Score -4877757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4877830.000000 Penalty: 5046.592773
	Iteration 20F: 3 clusters Score -4877830 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4877871.000000 Penalty: 5046.592773
	Iteration 21Q: 3 clusters Score -4877871 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4877905.000000 Penalty: 5046.592773
	Iteration 22Q: 3 clusters Score -4877905 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4877952.500000 Penalty: 5046.592773
	Iteration 23Q: 3 clusters Score -4877952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4877985.000000 Penalty: 5046.592773
	Iteration 24Q: 3 clusters Score -4877985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4878007.500000 Penalty: 5046.592773
	Iteration 25Q: 3 clusters Score -4878008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4878023.000000 Penalty: 5046.592773
	Iteration 26Q: 3 clusters Score -4878023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4878028.500000 Penalty: 5046.592773
	Iteration 27Q: 3 clusters Score -4878028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4878039.000000 Penalty: 5046.592773
	Iteration 28Q: 3 clusters Score -4878039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4878043.500000 Penalty: 5046.592773
	Iteration 29Q: 3 clusters Score -4878044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4878054.000000 Penalty: 5046.592773
	Iteration 30Q: 3 clusters Score -4878054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4878061.500000 Penalty: 5046.592773
	Iteration 31Q: 3 clusters Score -4878062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4878064.000000 Penalty: 5046.592773
	Iteration 32Q: 3 clusters Score -4878064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4878073.500000 Penalty: 5046.592773
	Iteration 33Q: 3 clusters Score -4878074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4878082.500000 Penalty: 5046.592773
	Iteration 34Q: 3 clusters Score -4878082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4878086.500000 Penalty: 5046.592773
	Iteration 35Q: 3 clusters Score -4878086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4878093.000000 Penalty: 5046.592773
	Iteration 36Q: 3 clusters Score -4878093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4878108.000000 Penalty: 5046.592773
	Iteration 37Q: 3 clusters Score -4878108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4878113.000000 Penalty: 5046.592773
	Iteration 38Q: 3 clusters Score -4878113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4878128.500000 Penalty: 5046.592773
	Iteration 39Q: 3 clusters Score -4878128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4878135.000000 Penalty: 5046.592773
	Iteration 40F: 3 clusters Score -4878135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4878131.500000 Penalty: 5046.592773
	Iteration 41Q: 3 clusters Score -4878132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4878131.000000 Penalty: 5046.592773
	Iteration 42Q: 3 clusters Score -4878131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4878133.000000 Penalty: 5046.592773
	Iteration 43Q: 3 clusters Score -4878133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4878130.500000 Penalty: 5046.592773
	Iteration 44Q: 3 clusters Score -4878130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4878136.500000 Penalty: 5046.592773
	Iteration 45Q: 3 clusters Score -4878136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4878137.500000 Penalty: 5046.592773
	Iteration 46Q: 3 clusters Score -4878138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4878144.500000 Penalty: 5046.592773
	Iteration 47Q: 3 clusters Score -4878144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4878146.500000 Penalty: 5046.592773
	Iteration 48Q: 3 clusters Score -4878146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4878148.000000 Penalty: 5046.592773
	Iteration 49Q: 3 clusters Score -4878148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4878152.000000 Penalty: 5046.592773
	Iteration 50Q: 3 clusters Score -4878152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4878160.000000 Penalty: 5046.592773
	Iteration 51Q: 3 clusters Score -4878160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4878160.000000 Penalty: 5046.592773
	Iteration 52Q: 3 clusters Score -4878160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4878165.500000 Penalty: 5046.592773
	Iteration 53Q: 3 clusters Score -4878166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4878170.500000 Penalty: 5046.592773
	Iteration 54Q: 3 clusters Score -4878170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4878174.000000 Penalty: 5046.592773
	Iteration 55Q: 3 clusters Score -4878174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4878174.000000 Penalty: 5046.592773
	Iteration 56F: 3 clusters Score -4878174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Entering Unmasked Estep 
Score: -7991044.000000 Penalty: 2644.118164
	Iteration 0F: 2 clusters Score -7991044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7962633.500000 Penalty: 5288.236328
	Iteration 0F: 3 clusters Score -7962634 nChanged 19555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -7973494.500000 Penalty: 5288.236328
	Iteration 1F: 3 clusters Score -7973494 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -7974165.000000 Penalty: 5288.236328
	Iteration 2Q: 3 clusters Score -7974165 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -7975053.000000 Penalty: 5288.236328
	Iteration 3Q: 3 clusters Score -7975053 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -7976433.500000 Penalty: 5288.236328
	Iteration 4F: 3 clusters Score -7976434 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -7978147.000000 Penalty: 5288.236328
	Iteration 5F: 3 clusters Score -7978147 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -7980444.500000 Penalty: 5288.236328
	Iteration 6F: 3 clusters Score -7980444 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -7983107.500000 Penalty: 5288.236328
	Iteration 7F: 3 clusters Score -7983108 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -7985421.500000 Penalty: 5288.236328
	Iteration 8F: 3 clusters Score -7985422 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -7986867.000000 Penalty: 5288.236328
	Iteration 9Q: 3 clusters Score -7986867 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -7987481.000000 Penalty: 5288.236328
	Iteration 10Q: 3 clusters Score -7987481 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -7987851.500000 Penalty: 5288.236328
	Iteration 11Q: 3 clusters Score -7987852 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -7988058.500000 Penalty: 5288.236328
	Iteration 12Q: 3 clusters Score -7988058 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -7988231.000000 Penalty: 5288.236328
	Iteration 13Q: 3 clusters Score -7988231 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -7988386.500000 Penalty: 5288.236328
	Iteration 14Q: 3 clusters Score -7988386 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -7988480.500000 Penalty: 5288.236328
	Iteration 15Q: 3 clusters Score -7988480 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -7988523.500000 Penalty: 5288.236328
	Iteration 16Q: 3 clusters Score -7988524 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -7988580.000000 Penalty: 5288.236328
	Iteration 17Q: 3 clusters Score -7988580 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -7988675.500000 Penalty: 5288.236328
	Iteration 18Q: 3 clusters Score -7988676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7988703.000000 Penalty: 5288.236328
	Iteration 19Q: 3 clusters Score -7988703 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -7988742.500000 Penalty: 5288.236328
	Iteration 20F: 3 clusters Score -7988742 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -7988771.500000 Penalty: 5288.236328
	Iteration 21Q: 3 clusters Score -7988772 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -7988819.000000 Penalty: 5288.236328
	Iteration 22Q: 3 clusters Score -7988819 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7988894.000000 Penalty: 5288.236328
	Iteration 23Q: 3 clusters Score -7988894 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7988945.500000 Penalty: 5288.236328
	Iteration 24Q: 3 clusters Score -7988946 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -7988962.500000 Penalty: 5288.236328
	Iteration 25Q: 3 clusters Score -7988962 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -7988999.000000 Penalty: 5288.236328
	Iteration 26Q: 3 clusters Score -7988999 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -7989068.000000 Penalty: 5288.236328
	Iteration 27Q: 3 clusters Score -7989068 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -7989094.500000 Penalty: 5288.236328
	Iteration 28Q: 3 clusters Score -7989094 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -7989141.000000 Penalty: 5288.236328
	Iteration 29Q: 3 clusters Score -7989141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7989172.500000 Penalty: 5288.236328
	Iteration 30Q: 3 clusters Score -7989172 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -7989175.500000 Penalty: 5288.236328
	Iteration 31Q: 3 clusters Score -7989176 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -7989187.000000 Penalty: 5288.236328
	Iteration 32Q: 3 clusters Score -7989187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7989223.000000 Penalty: 5288.236328
	Iteration 33Q: 3 clusters Score -7989223 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -7989240.500000 Penalty: 5288.236328
	Iteration 34Q: 3 clusters Score -7989240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7989268.000000 Penalty: 5288.236328
	Iteration 35Q: 3 clusters Score -7989268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -7989304.500000 Penalty: 5288.236328
	Iteration 36Q: 3 clusters Score -7989304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -7989301.000000 Penalty: 5288.236328
	Iteration 37Q: 3 clusters Score -7989301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36937 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7989299.000000 Penalty: 5288.236328
	Iteration 38Q: 3 clusters Score -7989299 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7989315.000000 Penalty: 5288.236328
	Iteration 39Q: 3 clusters Score -7989315 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -7989326.500000 Penalty: 5288.236328
	Iteration 40F: 3 clusters Score -7989326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -7989337.000000 Penalty: 5288.236328
	Iteration 41Q: 3 clusters Score -7989337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7989329.000000 Penalty: 5288.236328
	Iteration 42Q: 3 clusters Score -7989329 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -7989342.500000 Penalty: 5288.236328
	Iteration 43Q: 3 clusters Score -7989342 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7989331.500000 Penalty: 5288.236328
	Iteration 44Q: 3 clusters Score -7989332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -7989340.000000 Penalty: 5288.236328
	Iteration 45Q: 3 clusters Score -7989340 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -7989346.500000 Penalty: 5288.236328
	Iteration 46Q: 3 clusters Score -7989346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -7989355.500000 Penalty: 5288.236328
	Iteration 47Q: 3 clusters Score -7989356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -7989356.500000 Penalty: 5288.236328
	Iteration 48Q: 3 clusters Score -7989356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7989370.500000 Penalty: 5288.236328
	Iteration 49Q: 3 clusters Score -7989370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -7989378.500000 Penalty: 5288.236328
	Iteration 50Q: 3 clusters Score -7989378 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -7989392.000000 Penalty: 5288.236328
	Iteration 51Q: 3 clusters Score -7989392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -7989394.500000 Penalty: 5288.236328
	Iteration 52Q: 3 clusters Score -7989394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -7989397.500000 Penalty: 5288.236328
	Iteration 53Q: 3 clusters Score -7989398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7989388.500000 Penalty: 5288.236328
	Iteration 54Q: 3 clusters Score -7989388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7989413.000000 Penalty: 5288.236328
	Iteration 55Q: 3 clusters Score -7989413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7989411.500000 Penalty: 5288.236328
	Iteration 56Q: 3 clusters Score -7989412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7989417.000000 Penalty: 5288.236328
	Iteration 57Q: 3 clusters Score -7989417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -7989415.000000 Penalty: 5288.236328
	Iteration 58Q: 3 clusters Score -7989415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7989415.500000 Penalty: 5288.236328
	Iteration 59Q: 3 clusters Score -7989416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7989408.000000 Penalty: 5288.236328
	Iteration 60F: 3 clusters Score -7989408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -7989420.000000 Penalty: 5288.236328
	Iteration 61Q: 3 clusters Score -7989420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -7989424.000000 Penalty: 5288.236328
	Iteration 62Q: 3 clusters Score -7989424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -7989427.000000 Penalty: 5288.236328
	Iteration 63Q: 3 clusters Score -7989427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7989444.000000 Penalty: 5288.236328
	Iteration 64Q: 3 clusters Score -7989444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -7989448.000000 Penalty: 5288.236328
	Iteration 65Q: 3 clusters Score -7989448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -7989444.500000 Penalty: 5288.236328
	Iteration 66Q: 3 clusters Score -7989444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7989463.000000 Penalty: 5288.236328
	Iteration 67Q: 3 clusters Score -7989463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -7989458.500000 Penalty: 5288.236328
	Iteration 68Q: 3 clusters Score -7989458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7989466.000000 Penalty: 5288.236328
	Iteration 69Q: 3 clusters Score -7989466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7989466.000000 Penalty: 5288.236328
	Iteration 70Q: 3 clusters Score -7989466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7989459.000000 Penalty: 5288.236328
	Iteration 71Q: 3 clusters Score -7989459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7989458.500000 Penalty: 5288.236328
	Iteration 72Q: 3 clusters Score -7989458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7989467.500000 Penalty: 5288.236328
	Iteration 73Q: 3 clusters Score -7989468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -7989465.500000 Penalty: 5288.236328
	Iteration 74Q: 3 clusters Score -7989466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -7989459.500000 Penalty: 5288.236328
	Iteration 75Q: 3 clusters Score -7989460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7989471.500000 Penalty: 5288.236328
	Iteration 76Q: 3 clusters Score -7989472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7989470.000000 Penalty: 5288.236328
	Iteration 77Q: 3 clusters Score -7989470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7989471.000000 Penalty: 5288.236328
	Iteration 78Q: 3 clusters Score -7989471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -7989465.000000 Penalty: 5288.236328
	Iteration 79Q: 3 clusters Score -7989465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -7989480.000000 Penalty: 5288.236328
	Iteration 80F: 3 clusters Score -7989480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7989504.500000 Penalty: 5288.236328
	Iteration 81Q: 3 clusters Score -7989504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7989505.000000 Penalty: 5288.236328
	Iteration 82Q: 3 clusters Score -7989505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7989512.000000 Penalty: 5288.236328
	Iteration 83Q: 3 clusters Score -7989512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7989511.000000 Penalty: 5288.236328
	Iteration 84Q: 3 clusters Score -7989511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -7989516.000000 Penalty: 5288.236328
	Iteration 85Q: 3 clusters Score -7989516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -7989513.000000 Penalty: 5288.236328
	Iteration 86Q: 3 clusters Score -7989513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7989534.000000 Penalty: 5288.236328
	Iteration 87Q: 3 clusters Score -7989534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -7989530.000000 Penalty: 5288.236328
	Iteration 88Q: 3 clusters Score -7989530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -7989536.500000 Penalty: 5288.236328
	Iteration 89Q: 3 clusters Score -7989536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -7989535.500000 Penalty: 5288.236328
	Iteration 90Q: 3 clusters Score -7989536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7989532.500000 Penalty: 5288.236328
	Iteration 91Q: 3 clusters Score -7989532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -7989534.000000 Penalty: 5288.236328
	Iteration 92Q: 3 clusters Score -7989534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7989536.500000 Penalty: 5288.236328
	Iteration 93Q: 3 clusters Score -7989536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7989539.500000 Penalty: 5288.236328
	Iteration 94Q: 3 clusters Score -7989540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7989533.500000 Penalty: 5288.236328
	Iteration 95Q: 3 clusters Score -7989534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7989538.500000 Penalty: 5288.236328
	Iteration 96Q: 3 clusters Score -7989538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -7989546.500000 Penalty: 5288.236328
	Iteration 97Q: 3 clusters Score -7989546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7989531.000000 Penalty: 5288.236328
	Iteration 98Q: 3 clusters Score -7989531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7989534.000000 Penalty: 5288.236328
	Iteration 99Q: 3 clusters Score -7989534 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7989547.500000 Penalty: 5288.236328
	Iteration 100F: 3 clusters Score -7989548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -7989565.000000 Penalty: 5288.236328
	Iteration 101Q: 3 clusters Score -7989565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -7989564.000000 Penalty: 5288.236328
	Iteration 102Q: 3 clusters Score -7989564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -7989572.500000 Penalty: 5288.236328
	Iteration 103Q: 3 clusters Score -7989572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -7989571.000000 Penalty: 5288.236328
	Iteration 104Q: 3 clusters Score -7989571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -7989564.000000 Penalty: 5288.236328
	Iteration 105Q: 3 clusters Score -7989564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7989581.500000 Penalty: 5288.236328
	Iteration 106Q: 3 clusters Score -7989582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7989590.500000 Penalty: 5288.236328
	Iteration 107Q: 3 clusters Score -7989590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -7989592.000000 Penalty: 5288.236328
	Iteration 108Q: 3 clusters Score -7989592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -7989594.000000 Penalty: 5288.236328
	Iteration 109Q: 3 clusters Score -7989594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7989602.000000 Penalty: 5288.236328
	Iteration 110Q: 3 clusters Score -7989602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7989601.000000 Penalty: 5288.236328
	Iteration 111Q: 3 clusters Score -7989601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7989601.500000 Penalty: 5288.236328
	Iteration 112Q: 3 clusters Score -7989602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7989613.000000 Penalty: 5288.236328
	Iteration 113Q: 3 clusters Score -7989613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7989638.000000 Penalty: 5288.236328
	Iteration 114Q: 3 clusters Score -7989638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7989620.500000 Penalty: 5288.236328
	Iteration 115Q: 3 clusters Score -7989620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7989624.500000 Penalty: 5288.236328
	Iteration 116Q: 3 clusters Score -7989624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -7989631.000000 Penalty: 5288.236328
	Iteration 117Q: 3 clusters Score -7989631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7989640.500000 Penalty: 5288.236328
	Iteration 118Q: 3 clusters Score -7989640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -7989631.000000 Penalty: 5288.236328
	Iteration 119Q: 3 clusters Score -7989631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7989638.000000 Penalty: 5288.236328
	Iteration 120F: 3 clusters Score -7989638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7989639.000000 Penalty: 5288.236328
	Iteration 121Q: 3 clusters Score -7989639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7989633.500000 Penalty: 5288.236328
	Iteration 122Q: 3 clusters Score -7989634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7989639.000000 Penalty: 5288.236328
	Iteration 123Q: 3 clusters Score -7989639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7989630.500000 Penalty: 5288.236328
	Iteration 124Q: 3 clusters Score -7989630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7989627.500000 Penalty: 5288.236328
	Iteration 125Q: 3 clusters Score -7989628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -7989631.500000 Penalty: 5288.236328
	Iteration 126Q: 3 clusters Score -7989632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7989629.000000 Penalty: 5288.236328
	Iteration 127Q: 3 clusters Score -7989629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -7989629.000000 Penalty: 5288.236328
	Iteration 128F: 3 clusters Score -7989629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -98693.687500 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -98693.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97116.875000 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -97116.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97334.109375 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -97334.11 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97441.734375 Penalty: 3139.541504
	Iteration 2F: 3 clusters Score -97441.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97507.257812 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -97507.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -97541.296875 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -97541.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -97549.429688 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -97549.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97560.882812 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -97560.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97564.898438 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -97564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97566.156250 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -97566.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97566.156250 Penalty: 3139.541504
	Iteration 9F: 3 clusters Score -97566.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Entering Unmasked Estep 
Score: -9223640.000000 Penalty: 2677.706787
	Iteration 0F: 2 clusters Score -9223640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -9193310.000000 Penalty: 5355.413574
	Iteration 0F: 3 clusters Score -9193310 nChanged 22623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -9205796.000000 Penalty: 5355.413574
	Iteration 1F: 3 clusters Score -9205796 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -9206351.000000 Penalty: 5355.413574
	Iteration 2Q: 3 clusters Score -9206351 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -9207016.000000 Penalty: 5355.413574
	Iteration 3Q: 3 clusters Score -9207016 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -9207877.000000 Penalty: 5355.413574
	Iteration 4Q: 3 clusters Score -9207877 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -9209126.000000 Penalty: 5355.413574
	Iteration 5F: 3 clusters Score -9209126 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -9211148.000000 Penalty: 5355.413574
	Iteration 6F: 3 clusters Score -9211148 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -9213949.000000 Penalty: 5355.413574
	Iteration 7F: 3 clusters Score -9213949 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -9217146.000000 Penalty: 5355.413574
	Iteration 8F: 3 clusters Score -9217146 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -9219426.000000 Penalty: 5355.413574
	Iteration 9F: 3 clusters Score -9219426 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -9220524.000000 Penalty: 5355.413574
	Iteration 10Q: 3 clusters Score -9220524 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9220986.000000 Penalty: 5355.413574
	Iteration 11Q: 3 clusters Score -9220986 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9221248.000000 Penalty: 5355.413574
	Iteration 12Q: 3 clusters Score -9221248 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9221374.000000 Penalty: 5355.413574
	Iteration 13Q: 3 clusters Score -9221374 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9221447.000000 Penalty: 5355.413574
	Iteration 14Q: 3 clusters Score -9221447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48495 members 
Entering Unmasked Estep 
Score: -9221481.000000 Penalty: 5355.413574
	Iteration 15Q: 3 clusters Score -9221481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48521 members 
Entering Unmasked Estep 
Score: -9221506.000000 Penalty: 5355.413574
	Iteration 16Q: 3 clusters Score -9221506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9221516.000000 Penalty: 5355.413574
	Iteration 17Q: 3 clusters Score -9221516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -9221521.000000 Penalty: 5355.413574
	Iteration 18Q: 3 clusters Score -9221521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -9221533.000000 Penalty: 5355.413574
	Iteration 19Q: 3 clusters Score -9221533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -9221538.000000 Penalty: 5355.413574
	Iteration 20F: 3 clusters Score -9221538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9221534.000000 Penalty: 5355.413574
	Iteration 21Q: 3 clusters Score -9221534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -9221527.000000 Penalty: 5355.413574
	Iteration 22Q: 3 clusters Score -9221527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -9221535.000000 Penalty: 5355.413574
	Iteration 23Q: 3 clusters Score -9221535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -9221532.000000 Penalty: 5355.413574
	Iteration 24Q: 3 clusters Score -9221532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -9221532.000000 Penalty: 5355.413574
	Iteration 25F: 3 clusters Score -9221532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Entering Unmasked Estep 
Score: -6121067.000000 Penalty: 2578.189453
	Iteration 0F: 2 clusters Score -6121067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -6098912.500000 Penalty: 5156.378906
	Iteration 0F: 3 clusters Score -6098912 nChanged 14728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6106624.000000 Penalty: 5156.378906
	Iteration 1F: 3 clusters Score -6106624 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -6107202.000000 Penalty: 5156.378906
	Iteration 2Q: 3 clusters Score -6107202 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -6107729.500000 Penalty: 5156.378906
	Iteration 3Q: 3 clusters Score -6107730 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -6108341.500000 Penalty: 5156.378906
	Iteration 4Q: 3 clusters Score -6108342 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -6109142.000000 Penalty: 5156.378906
	Iteration 5Q: 3 clusters Score -6109142 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -6110138.000000 Penalty: 5156.378906
	Iteration 6F: 3 clusters Score -6110138 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -6111535.500000 Penalty: 5156.378906
	Iteration 7F: 3 clusters Score -6111536 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -6113190.500000 Penalty: 5156.378906
	Iteration 8F: 3 clusters Score -6113190 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -6115089.500000 Penalty: 5156.378906
	Iteration 9F: 3 clusters Score -6115090 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -6116777.000000 Penalty: 5156.378906
	Iteration 10F: 3 clusters Score -6116777 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -6117616.000000 Penalty: 5156.378906
	Iteration 11Q: 3 clusters Score -6117616 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -6118018.000000 Penalty: 5156.378906
	Iteration 12Q: 3 clusters Score -6118018 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6118249.500000 Penalty: 5156.378906
	Iteration 13Q: 3 clusters Score -6118250 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -6118376.500000 Penalty: 5156.378906
	Iteration 14Q: 3 clusters Score -6118376 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6118477.000000 Penalty: 5156.378906
	Iteration 15Q: 3 clusters Score -6118477 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6118531.500000 Penalty: 5156.378906
	Iteration 16Q: 3 clusters Score -6118532 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6118580.000000 Penalty: 5156.378906
	Iteration 17Q: 3 clusters Score -6118580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6118622.000000 Penalty: 5156.378906
	Iteration 18Q: 3 clusters Score -6118622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -6118650.500000 Penalty: 5156.378906
	Iteration 19Q: 3 clusters Score -6118650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -6118696.500000 Penalty: 5156.378906
	Iteration 20F: 3 clusters Score -6118696 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -6118719.000000 Penalty: 5156.378906
	Iteration 21Q: 3 clusters Score -6118719 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -6118761.000000 Penalty: 5156.378906
	Iteration 22Q: 3 clusters Score -6118761 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -6118757.000000 Penalty: 5156.378906
	Iteration 23Q: 3 clusters Score -6118757 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6118789.500000 Penalty: 5156.378906
	Iteration 24Q: 3 clusters Score -6118790 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -6118821.500000 Penalty: 5156.378906
	Iteration 25Q: 3 clusters Score -6118822 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6118826.500000 Penalty: 5156.378906
	Iteration 26Q: 3 clusters Score -6118826 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6118861.000000 Penalty: 5156.378906
	Iteration 27Q: 3 clusters Score -6118861 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6118896.000000 Penalty: 5156.378906
	Iteration 28Q: 3 clusters Score -6118896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -6118889.500000 Penalty: 5156.378906
	Iteration 29Q: 3 clusters Score -6118890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6118900.500000 Penalty: 5156.378906
	Iteration 30Q: 3 clusters Score -6118900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -6118896.000000 Penalty: 5156.378906
	Iteration 31Q: 3 clusters Score -6118896 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -6118909.000000 Penalty: 5156.378906
	Iteration 32Q: 3 clusters Score -6118909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6118930.500000 Penalty: 5156.378906
	Iteration 33Q: 3 clusters Score -6118930 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6118937.500000 Penalty: 5156.378906
	Iteration 34Q: 3 clusters Score -6118938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6118956.500000 Penalty: 5156.378906
	Iteration 35Q: 3 clusters Score -6118956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -6118969.000000 Penalty: 5156.378906
	Iteration 36Q: 3 clusters Score -6118969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -6118978.000000 Penalty: 5156.378906
	Iteration 37Q: 3 clusters Score -6118978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -6119006.500000 Penalty: 5156.378906
	Iteration 38Q: 3 clusters Score -6119006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6119010.000000 Penalty: 5156.378906
	Iteration 39Q: 3 clusters Score -6119010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6119009.000000 Penalty: 5156.378906
	Iteration 40F: 3 clusters Score -6119009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6119029.000000 Penalty: 5156.378906
	Iteration 41Q: 3 clusters Score -6119029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6119054.500000 Penalty: 5156.378906
	Iteration 42Q: 3 clusters Score -6119054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6119055.500000 Penalty: 5156.378906
	Iteration 43Q: 3 clusters Score -6119056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6119066.000000 Penalty: 5156.378906
	Iteration 44Q: 3 clusters Score -6119066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6119068.000000 Penalty: 5156.378906
	Iteration 45Q: 3 clusters Score -6119068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6119073.500000 Penalty: 5156.378906
	Iteration 46Q: 3 clusters Score -6119074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6119095.500000 Penalty: 5156.378906
	Iteration 47Q: 3 clusters Score -6119096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6119115.000000 Penalty: 5156.378906
	Iteration 48Q: 3 clusters Score -6119115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6119128.000000 Penalty: 5156.378906
	Iteration 49Q: 3 clusters Score -6119128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -6119120.500000 Penalty: 5156.378906
	Iteration 50Q: 3 clusters Score -6119120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -6119130.000000 Penalty: 5156.378906
	Iteration 51Q: 3 clusters Score -6119130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6119129.500000 Penalty: 5156.378906
	Iteration 52Q: 3 clusters Score -6119130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6119134.000000 Penalty: 5156.378906
	Iteration 53Q: 3 clusters Score -6119134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6119155.000000 Penalty: 5156.378906
	Iteration 54Q: 3 clusters Score -6119155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6119167.500000 Penalty: 5156.378906
	Iteration 55Q: 3 clusters Score -6119168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -6119167.500000 Penalty: 5156.378906
	Iteration 56Q: 3 clusters Score -6119168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6119186.000000 Penalty: 5156.378906
	Iteration 57Q: 3 clusters Score -6119186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -6119190.500000 Penalty: 5156.378906
	Iteration 58Q: 3 clusters Score -6119190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6119192.500000 Penalty: 5156.378906
	Iteration 59Q: 3 clusters Score -6119192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6119215.500000 Penalty: 5156.378906
	Iteration 60F: 3 clusters Score -6119216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6119209.000000 Penalty: 5156.378906
	Iteration 61Q: 3 clusters Score -6119209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -6119207.000000 Penalty: 5156.378906
	Iteration 62Q: 3 clusters Score -6119207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6119199.000000 Penalty: 5156.378906
	Iteration 63Q: 3 clusters Score -6119199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6119206.500000 Penalty: 5156.378906
	Iteration 64Q: 3 clusters Score -6119206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6119211.500000 Penalty: 5156.378906
	Iteration 65Q: 3 clusters Score -6119212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6119207.000000 Penalty: 5156.378906
	Iteration 66Q: 3 clusters Score -6119207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6119198.000000 Penalty: 5156.378906
	Iteration 67Q: 3 clusters Score -6119198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -6119203.500000 Penalty: 5156.378906
	Iteration 68Q: 3 clusters Score -6119204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6119206.500000 Penalty: 5156.378906
	Iteration 69Q: 3 clusters Score -6119206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6119205.500000 Penalty: 5156.378906
	Iteration 70Q: 3 clusters Score -6119206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6119209.500000 Penalty: 5156.378906
	Iteration 71Q: 3 clusters Score -6119210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6119215.000000 Penalty: 5156.378906
	Iteration 72Q: 3 clusters Score -6119215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6119216.000000 Penalty: 5156.378906
	Iteration 73Q: 3 clusters Score -6119216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6119217.000000 Penalty: 5156.378906
	Iteration 74Q: 3 clusters Score -6119217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6119220.000000 Penalty: 5156.378906
	Iteration 75Q: 3 clusters Score -6119220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6119223.000000 Penalty: 5156.378906
	Iteration 76Q: 3 clusters Score -6119223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6119228.500000 Penalty: 5156.378906
	Iteration 77Q: 3 clusters Score -6119228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6119234.000000 Penalty: 5156.378906
	Iteration 78Q: 3 clusters Score -6119234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6119233.500000 Penalty: 5156.378906
	Iteration 79Q: 3 clusters Score -6119234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6119240.000000 Penalty: 5156.378906
	Iteration 80F: 3 clusters Score -6119240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6119239.000000 Penalty: 5156.378906
	Iteration 81Q: 3 clusters Score -6119239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6119234.500000 Penalty: 5156.378906
	Iteration 82Q: 3 clusters Score -6119234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6119237.000000 Penalty: 5156.378906
	Iteration 83Q: 3 clusters Score -6119237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6119244.000000 Penalty: 5156.378906
	Iteration 84Q: 3 clusters Score -6119244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6119243.000000 Penalty: 5156.378906
	Iteration 85Q: 3 clusters Score -6119243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6119246.000000 Penalty: 5156.378906
	Iteration 86Q: 3 clusters Score -6119246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -6119237.000000 Penalty: 5156.378906
	Iteration 87Q: 3 clusters Score -6119237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -6119238.500000 Penalty: 5156.378906
	Iteration 88Q: 3 clusters Score -6119238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6119239.000000 Penalty: 5156.378906
	Iteration 89Q: 3 clusters Score -6119239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6119235.500000 Penalty: 5156.378906
	Iteration 90Q: 3 clusters Score -6119236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -6119246.500000 Penalty: 5156.378906
	Iteration 91Q: 3 clusters Score -6119246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -6119238.500000 Penalty: 5156.378906
	Iteration 92Q: 3 clusters Score -6119238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6119241.500000 Penalty: 5156.378906
	Iteration 93Q: 3 clusters Score -6119242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -6119241.500000 Penalty: 5156.378906
	Iteration 94F: 3 clusters Score -6119242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -123154.460938 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123154.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -123649.625000 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123649.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -123902.273438 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123902.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124133.695312 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124133.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -124456.617188 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -124456.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -124832.921875 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -124832.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -125006.406250 Penalty: 3355.459229
	Iteration 6F: 3 clusters Score -125006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -125106.171875 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -125106.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125190.460938 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -125190.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -125230.765625 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -125230.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125254.078125 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -125254.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -125259.546875 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -125259.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -125262.828125 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -125262.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -125270.265625 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -125270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125277.531250 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -125277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -125299.148438 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -125299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125303.625000 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -125303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -125305.632812 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -125305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125307.343750 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -125307.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -125307.375000 Penalty: 3355.459229
	Iteration 19F: 3 clusters Score -125307.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -125312.359375 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -125312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -125316.562500 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -125316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125325.054688 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -125325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -125325.054688 Penalty: 3355.459229
	Iteration 23F: 3 clusters Score -125325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42038 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44789 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32399 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 435 members 
Mstep: Class 25 contains 47429 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50712 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28976 members 
Mstep: Class 31 contains 32729 members 
Mstep: Class 32 contains 53324 members 
Mstep: Class 33 contains 432 members 
Entering Unmasked Estep 
Score: -137157824.000000 Penalty: 110674.398438
Splitting cluster 24 changes total score from -137159200.000000 to -137157824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (47429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Entering Unmasked Estep 
Score: -8878861.000000 Penalty: 2670.213135
	Iteration 0F: 2 clusters Score -8878861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -8848416.000000 Penalty: 5340.426270
	Iteration 0F: 3 clusters Score -8848416 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8860531.000000 Penalty: 5340.426270
	Iteration 1F: 3 clusters Score -8860531 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8861000.000000 Penalty: 5340.426270
	Iteration 2Q: 3 clusters Score -8861000 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8861504.000000 Penalty: 5340.426270
	Iteration 3Q: 3 clusters Score -8861504 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -8862169.000000 Penalty: 5340.426270
	Iteration 4Q: 3 clusters Score -8862169 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8863031.000000 Penalty: 5340.426270
	Iteration 5Q: 3 clusters Score -8863031 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -8864534.000000 Penalty: 5340.426270
	Iteration 6F: 3 clusters Score -8864534 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -8866974.000000 Penalty: 5340.426270
	Iteration 7F: 3 clusters Score -8866974 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -8870015.000000 Penalty: 5340.426270
	Iteration 8F: 3 clusters Score -8870015 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8872957.000000 Penalty: 5340.426270
	Iteration 9F: 3 clusters Score -8872957 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8874860.000000 Penalty: 5340.426270
	Iteration 10Q: 3 clusters Score -8874860 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8875826.000000 Penalty: 5340.426270
	Iteration 11Q: 3 clusters Score -8875826 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -8876185.000000 Penalty: 5340.426270
	Iteration 12Q: 3 clusters Score -8876185 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -8876368.000000 Penalty: 5340.426270
	Iteration 13Q: 3 clusters Score -8876368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -8876460.000000 Penalty: 5340.426270
	Iteration 14Q: 3 clusters Score -8876460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -8876506.000000 Penalty: 5340.426270
	Iteration 15Q: 3 clusters Score -8876506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -8876514.000000 Penalty: 5340.426270
	Iteration 16Q: 3 clusters Score -8876514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -8876534.000000 Penalty: 5340.426270
	Iteration 17Q: 3 clusters Score -8876534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8876548.000000 Penalty: 5340.426270
	Iteration 18Q: 3 clusters Score -8876548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47174 members 
Entering Unmasked Estep 
Score: -8876554.000000 Penalty: 5340.426270
	Iteration 19Q: 3 clusters Score -8876554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -8876568.000000 Penalty: 5340.426270
	Iteration 20F: 3 clusters Score -8876568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -8876572.000000 Penalty: 5340.426270
	Iteration 21Q: 3 clusters Score -8876572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8876579.000000 Penalty: 5340.426270
	Iteration 22Q: 3 clusters Score -8876579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -8876577.000000 Penalty: 5340.426270
	Iteration 23Q: 3 clusters Score -8876577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -8876586.000000 Penalty: 5340.426270
	Iteration 24Q: 3 clusters Score -8876586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8876587.000000 Penalty: 5340.426270
	Iteration 25Q: 3 clusters Score -8876587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8876587.000000 Penalty: 5340.426270
	Iteration 26F: 3 clusters Score -8876587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -370358.187500 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -370358.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -367631.718750 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -367631.7 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -368156.312500 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -368156.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -368345.500000 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -368345.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -368495.250000 Penalty: 3800.817139
	Iteration 3F: 3 clusters Score -368495.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -368637.031250 Penalty: 3800.817139
	Iteration 4F: 3 clusters Score -368637 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -368766.281250 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -368766.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -368864.500000 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -368864.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -368937.406250 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -368937.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -369026.343750 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -369026.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -369087.843750 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -369087.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -369137.375000 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -369137.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -369199.093750 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -369199.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -369246.093750 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -369246.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -369284.125000 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -369284.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -369314.656250 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -369314.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -369345.937500 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -369345.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -369366.531250 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -369366.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -369383.375000 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -369383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -369395.406250 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -369395.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369406.406250 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -369406.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -369416.093750 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -369416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369422.156250 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -369422.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -369426.781250 Penalty: 3800.817139
	Iteration 22Q: 3 clusters Score -369426.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -369429.156250 Penalty: 3800.817139
	Iteration 23Q: 3 clusters Score -369429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -369429.593750 Penalty: 3800.817139
	Iteration 24Q: 3 clusters Score -369429.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -369430.906250 Penalty: 3800.817139
	Iteration 25Q: 3 clusters Score -369430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -369430.656250 Penalty: 3800.817139
	Iteration 26Q: 3 clusters Score -369430.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -369431.093750 Penalty: 3800.817139
	Iteration 27Q: 3 clusters Score -369431.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -369432.125000 Penalty: 3800.817139
	Iteration 28Q: 3 clusters Score -369432.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -369432.125000 Penalty: 3800.817139
	Iteration 29F: 3 clusters Score -369432.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50712 members 
Entering Unmasked Estep 
Score: -9542258.000000 Penalty: 2686.811523
	Iteration 0F: 2 clusters Score -9542258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -9511634.000000 Penalty: 5373.623047
	Iteration 0F: 3 clusters Score -9511634 nChanged 23319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -9524233.000000 Penalty: 5373.623047
	Iteration 1F: 3 clusters Score -9524233 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -9524902.000000 Penalty: 5373.623047
	Iteration 2Q: 3 clusters Score -9524902 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -9525656.000000 Penalty: 5373.623047
	Iteration 3Q: 3 clusters Score -9525656 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -9526379.000000 Penalty: 5373.623047
	Iteration 4Q: 3 clusters Score -9526379 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -9527729.000000 Penalty: 5373.623047
	Iteration 5Q: 3 clusters Score -9527729 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -9530107.000000 Penalty: 5373.623047
	Iteration 6F: 3 clusters Score -9530107 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -9533588.000000 Penalty: 5373.623047
	Iteration 7F: 3 clusters Score -9533588 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -9536972.000000 Penalty: 5373.623047
	Iteration 8F: 3 clusters Score -9536972 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -9538645.000000 Penalty: 5373.623047
	Iteration 9F: 3 clusters Score -9538645 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -9539548.000000 Penalty: 5373.623047
	Iteration 10Q: 3 clusters Score -9539548 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -9540114.000000 Penalty: 5373.623047
	Iteration 11Q: 3 clusters Score -9540114 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -9540502.000000 Penalty: 5373.623047
	Iteration 12Q: 3 clusters Score -9540502 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -9540775.000000 Penalty: 5373.623047
	Iteration 13Q: 3 clusters Score -9540775 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -9540964.000000 Penalty: 5373.623047
	Iteration 14Q: 3 clusters Score -9540964 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -9541080.000000 Penalty: 5373.623047
	Iteration 15Q: 3 clusters Score -9541080 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -9541122.000000 Penalty: 5373.623047
	Iteration 16Q: 3 clusters Score -9541122 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -9541194.000000 Penalty: 5373.623047
	Iteration 17Q: 3 clusters Score -9541194 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -9541219.000000 Penalty: 5373.623047
	Iteration 18Q: 3 clusters Score -9541219 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -9541266.000000 Penalty: 5373.623047
	Iteration 19Q: 3 clusters Score -9541266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -9541280.000000 Penalty: 5373.623047
	Iteration 20F: 3 clusters Score -9541280 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -9541314.000000 Penalty: 5373.623047
	Iteration 21Q: 3 clusters Score -9541314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -9541322.000000 Penalty: 5373.623047
	Iteration 22Q: 3 clusters Score -9541322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -9541300.000000 Penalty: 5373.623047
	Iteration 23Q: 3 clusters Score -9541300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -9541299.000000 Penalty: 5373.623047
	Iteration 24Q: 3 clusters Score -9541299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9541313.000000 Penalty: 5373.623047
	Iteration 25Q: 3 clusters Score -9541313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -9541304.000000 Penalty: 5373.623047
	Iteration 26Q: 3 clusters Score -9541304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -9541314.000000 Penalty: 5373.623047
	Iteration 27Q: 3 clusters Score -9541314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -9541310.000000 Penalty: 5373.623047
	Iteration 28Q: 3 clusters Score -9541310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -9541308.000000 Penalty: 5373.623047
	Iteration 29Q: 3 clusters Score -9541308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9541323.000000 Penalty: 5373.623047
	Iteration 30Q: 3 clusters Score -9541323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -9541319.000000 Penalty: 5373.623047
	Iteration 31Q: 3 clusters Score -9541319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -9541330.000000 Penalty: 5373.623047
	Iteration 32Q: 3 clusters Score -9541330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -9541316.000000 Penalty: 5373.623047
	Iteration 33Q: 3 clusters Score -9541316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -9541317.000000 Penalty: 5373.623047
	Iteration 34Q: 3 clusters Score -9541317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -9541306.000000 Penalty: 5373.623047
	Iteration 35Q: 3 clusters Score -9541306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -9541318.000000 Penalty: 5373.623047
	Iteration 36Q: 3 clusters Score -9541318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -9541314.000000 Penalty: 5373.623047
	Iteration 37Q: 3 clusters Score -9541314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -9541317.000000 Penalty: 5373.623047
	Iteration 38Q: 3 clusters Score -9541317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -9541317.000000 Penalty: 5373.623047
	Iteration 39F: 3 clusters Score -9541317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -557218.250000 Penalty: 1983.253540
	Iteration 0F: 2 clusters Score -557218.2 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 1521 members 
Entering Unmasked Estep 
Score: -553984.250000 Penalty: 3966.507080
	Iteration 0F: 3 clusters Score -553984.2 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -554675.250000 Penalty: 3966.507080
	Iteration 1F: 3 clusters Score -554675.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -554818.000000 Penalty: 3966.507080
	Iteration 2F: 3 clusters Score -554818 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -554909.812500 Penalty: 3966.507080
	Iteration 3Q: 3 clusters Score -554909.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -554988.812500 Penalty: 3966.507080
	Iteration 4Q: 3 clusters Score -554988.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -555042.812500 Penalty: 3966.507080
	Iteration 5Q: 3 clusters Score -555042.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -555072.000000 Penalty: 3966.507080
	Iteration 6Q: 3 clusters Score -555072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -555108.937500 Penalty: 3966.507080
	Iteration 7Q: 3 clusters Score -555108.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -555137.000000 Penalty: 3966.507080
	Iteration 8Q: 3 clusters Score -555137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -555157.187500 Penalty: 3966.507080
	Iteration 9Q: 3 clusters Score -555157.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -555173.875000 Penalty: 3966.507080
	Iteration 10Q: 3 clusters Score -555173.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -555189.500000 Penalty: 3966.507080
	Iteration 11Q: 3 clusters Score -555189.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -555206.625000 Penalty: 3966.507080
	Iteration 12Q: 3 clusters Score -555206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -555218.812500 Penalty: 3966.507080
	Iteration 13Q: 3 clusters Score -555218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -555227.562500 Penalty: 3966.507080
	Iteration 14Q: 3 clusters Score -555227.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -555236.500000 Penalty: 3966.507080
	Iteration 15Q: 3 clusters Score -555236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -555243.187500 Penalty: 3966.507080
	Iteration 16Q: 3 clusters Score -555243.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -555247.187500 Penalty: 3966.507080
	Iteration 17Q: 3 clusters Score -555247.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -555250.062500 Penalty: 3966.507080
	Iteration 18Q: 3 clusters Score -555250.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -555253.625000 Penalty: 3966.507080
	Iteration 19Q: 3 clusters Score -555253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -555261.062500 Penalty: 3966.507080
	Iteration 20F: 3 clusters Score -555261.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -555272.062500 Penalty: 3966.507080
	Iteration 21Q: 3 clusters Score -555272.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -555280.312500 Penalty: 3966.507080
	Iteration 22Q: 3 clusters Score -555280.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -555290.562500 Penalty: 3966.507080
	Iteration 23Q: 3 clusters Score -555290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -555294.500000 Penalty: 3966.507080
	Iteration 24Q: 3 clusters Score -555294.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -555299.000000 Penalty: 3966.507080
	Iteration 25Q: 3 clusters Score -555299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -555303.562500 Penalty: 3966.507080
	Iteration 26Q: 3 clusters Score -555303.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -555308.312500 Penalty: 3966.507080
	Iteration 27Q: 3 clusters Score -555308.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -555313.937500 Penalty: 3966.507080
	Iteration 28Q: 3 clusters Score -555313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -555317.375000 Penalty: 3966.507080
	Iteration 29Q: 3 clusters Score -555317.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -555318.000000 Penalty: 3966.507080
	Iteration 30Q: 3 clusters Score -555318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -555320.312500 Penalty: 3966.507080
	Iteration 31Q: 3 clusters Score -555320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -555323.062500 Penalty: 3966.507080
	Iteration 32Q: 3 clusters Score -555323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -555326.625000 Penalty: 3966.507080
	Iteration 33Q: 3 clusters Score -555326.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -555329.562500 Penalty: 3966.507080
	Iteration 34Q: 3 clusters Score -555329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -555332.250000 Penalty: 3966.507080
	Iteration 35Q: 3 clusters Score -555332.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -555335.500000 Penalty: 3966.507080
	Iteration 36Q: 3 clusters Score -555335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -555339.812500 Penalty: 3966.507080
	Iteration 37Q: 3 clusters Score -555339.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -555344.875000 Penalty: 3966.507080
	Iteration 38Q: 3 clusters Score -555344.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -555348.875000 Penalty: 3966.507080
	Iteration 39Q: 3 clusters Score -555348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -555353.687500 Penalty: 3966.507080
	Iteration 40F: 3 clusters Score -555353.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -555360.312500 Penalty: 3966.507080
	Iteration 41Q: 3 clusters Score -555360.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -555365.312500 Penalty: 3966.507080
	Iteration 42Q: 3 clusters Score -555365.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -555370.437500 Penalty: 3966.507080
	Iteration 43Q: 3 clusters Score -555370.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -555376.562500 Penalty: 3966.507080
	Iteration 44Q: 3 clusters Score -555376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -555380.187500 Penalty: 3966.507080
	Iteration 45Q: 3 clusters Score -555380.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -555386.000000 Penalty: 3966.507080
	Iteration 46Q: 3 clusters Score -555386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -555391.500000 Penalty: 3966.507080
	Iteration 47Q: 3 clusters Score -555391.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -555399.687500 Penalty: 3966.507080
	Iteration 48Q: 3 clusters Score -555399.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -555404.687500 Penalty: 3966.507080
	Iteration 49Q: 3 clusters Score -555404.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -555408.187500 Penalty: 3966.507080
	Iteration 50Q: 3 clusters Score -555408.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -555411.000000 Penalty: 3966.507080
	Iteration 51Q: 3 clusters Score -555411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -555414.437500 Penalty: 3966.507080
	Iteration 52Q: 3 clusters Score -555414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -555418.750000 Penalty: 3966.507080
	Iteration 53Q: 3 clusters Score -555418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -555421.500000 Penalty: 3966.507080
	Iteration 54Q: 3 clusters Score -555421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -555425.000000 Penalty: 3966.507080
	Iteration 55Q: 3 clusters Score -555425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -555429.000000 Penalty: 3966.507080
	Iteration 56Q: 3 clusters Score -555429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -555429.937500 Penalty: 3966.507080
	Iteration 57Q: 3 clusters Score -555429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -555431.937500 Penalty: 3966.507080
	Iteration 58Q: 3 clusters Score -555431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -555432.375000 Penalty: 3966.507080
	Iteration 59Q: 3 clusters Score -555432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -555434.062500 Penalty: 3966.507080
	Iteration 60F: 3 clusters Score -555434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -555434.125000 Penalty: 3966.507080
	Iteration 61Q: 3 clusters Score -555434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -555434.500000 Penalty: 3966.507080
	Iteration 62Q: 3 clusters Score -555434.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -555436.125000 Penalty: 3966.507080
	Iteration 63Q: 3 clusters Score -555436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -555436.312500 Penalty: 3966.507080
	Iteration 64Q: 3 clusters Score -555436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -555438.500000 Penalty: 3966.507080
	Iteration 65Q: 3 clusters Score -555438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -555438.000000 Penalty: 3966.507080
	Iteration 66Q: 3 clusters Score -555438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -555438.812500 Penalty: 3966.507080
	Iteration 67Q: 3 clusters Score -555438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -555438.812500 Penalty: 3966.507080
	Iteration 68F: 3 clusters Score -555438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -316982.093750 Penalty: 1852.332764
	Iteration 0F: 2 clusters Score -316982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -314512.093750 Penalty: 3704.665527
	Iteration 0F: 3 clusters Score -314512.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -314905.312500 Penalty: 3704.665527
	Iteration 1F: 3 clusters Score -314905.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -315004.718750 Penalty: 3704.665527
	Iteration 2F: 3 clusters Score -315004.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -315050.156250 Penalty: 3704.665527
	Iteration 3Q: 3 clusters Score -315050.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -315077.000000 Penalty: 3704.665527
	Iteration 4Q: 3 clusters Score -315077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -315092.343750 Penalty: 3704.665527
	Iteration 5Q: 3 clusters Score -315092.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -315107.812500 Penalty: 3704.665527
	Iteration 6Q: 3 clusters Score -315107.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -315122.656250 Penalty: 3704.665527
	Iteration 7Q: 3 clusters Score -315122.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -315131.062500 Penalty: 3704.665527
	Iteration 8Q: 3 clusters Score -315131.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -315138.781250 Penalty: 3704.665527
	Iteration 9Q: 3 clusters Score -315138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -315144.750000 Penalty: 3704.665527
	Iteration 10Q: 3 clusters Score -315144.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -315149.000000 Penalty: 3704.665527
	Iteration 11Q: 3 clusters Score -315149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -315151.031250 Penalty: 3704.665527
	Iteration 12Q: 3 clusters Score -315151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -315155.937500 Penalty: 3704.665527
	Iteration 13Q: 3 clusters Score -315155.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -315157.593750 Penalty: 3704.665527
	Iteration 14Q: 3 clusters Score -315157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -315158.937500 Penalty: 3704.665527
	Iteration 15Q: 3 clusters Score -315158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -315158.937500 Penalty: 3704.665527
	Iteration 16F: 3 clusters Score -315158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (28976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Entering Unmasked Estep 
Score: -5448212.500000 Penalty: 2548.007324
	Iteration 0F: 2 clusters Score -5448212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -5428438.000000 Penalty: 5096.014648
	Iteration 0F: 3 clusters Score -5428438 nChanged 13025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -5435440.000000 Penalty: 5096.014648
	Iteration 1F: 3 clusters Score -5435440 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -5435962.500000 Penalty: 5096.014648
	Iteration 2F: 3 clusters Score -5435962 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5436535.500000 Penalty: 5096.014648
	Iteration 3Q: 3 clusters Score -5436536 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -5437269.000000 Penalty: 5096.014648
	Iteration 4F: 3 clusters Score -5437269 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -5438279.500000 Penalty: 5096.014648
	Iteration 5F: 3 clusters Score -5438280 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -5439744.000000 Penalty: 5096.014648
	Iteration 6F: 3 clusters Score -5439744 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -5441600.500000 Penalty: 5096.014648
	Iteration 7F: 3 clusters Score -5441600 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5443285.000000 Penalty: 5096.014648
	Iteration 8F: 3 clusters Score -5443285 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -5444548.000000 Penalty: 5096.014648
	Iteration 9Q: 3 clusters Score -5444548 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5445221.500000 Penalty: 5096.014648
	Iteration 10Q: 3 clusters Score -5445222 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -5445585.000000 Penalty: 5096.014648
	Iteration 11Q: 3 clusters Score -5445585 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5445781.000000 Penalty: 5096.014648
	Iteration 12Q: 3 clusters Score -5445781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5445880.500000 Penalty: 5096.014648
	Iteration 13Q: 3 clusters Score -5445880 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5445910.500000 Penalty: 5096.014648
	Iteration 14Q: 3 clusters Score -5445910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -5445939.500000 Penalty: 5096.014648
	Iteration 15Q: 3 clusters Score -5445940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28706 members 
Entering Unmasked Estep 
Score: -5445950.000000 Penalty: 5096.014648
	Iteration 16Q: 3 clusters Score -5445950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -5445959.500000 Penalty: 5096.014648
	Iteration 17Q: 3 clusters Score -5445960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -5445984.500000 Penalty: 5096.014648
	Iteration 18Q: 3 clusters Score -5445984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5445999.000000 Penalty: 5096.014648
	Iteration 19Q: 3 clusters Score -5445999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -5446015.000000 Penalty: 5096.014648
	Iteration 20F: 3 clusters Score -5446015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -5446034.000000 Penalty: 5096.014648
	Iteration 21Q: 3 clusters Score -5446034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5446041.500000 Penalty: 5096.014648
	Iteration 22Q: 3 clusters Score -5446042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5446041.500000 Penalty: 5096.014648
	Iteration 23F: 3 clusters Score -5446042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (32729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Entering Unmasked Estep 
Score: -6129814.000000 Penalty: 2578.212158
	Iteration 0F: 2 clusters Score -6129814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -6107578.000000 Penalty: 5156.424316
	Iteration 0F: 3 clusters Score -6107578 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -6115681.000000 Penalty: 5156.424316
	Iteration 1F: 3 clusters Score -6115681 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -6116103.000000 Penalty: 5156.424316
	Iteration 2Q: 3 clusters Score -6116103 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -6116472.000000 Penalty: 5156.424316
	Iteration 3Q: 3 clusters Score -6116472 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6116879.500000 Penalty: 5156.424316
	Iteration 4Q: 3 clusters Score -6116880 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -6117359.000000 Penalty: 5156.424316
	Iteration 5Q: 3 clusters Score -6117359 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -6118008.000000 Penalty: 5156.424316
	Iteration 6Q: 3 clusters Score -6118008 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -6118936.500000 Penalty: 5156.424316
	Iteration 7Q: 3 clusters Score -6118936 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6120364.500000 Penalty: 5156.424316
	Iteration 8F: 3 clusters Score -6120364 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -6122553.000000 Penalty: 5156.424316
	Iteration 9F: 3 clusters Score -6122553 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -6124892.000000 Penalty: 5156.424316
	Iteration 10F: 3 clusters Score -6124892 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6126408.000000 Penalty: 5156.424316
	Iteration 11F: 3 clusters Score -6126408 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -6127180.000000 Penalty: 5156.424316
	Iteration 12Q: 3 clusters Score -6127180 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -6127558.500000 Penalty: 5156.424316
	Iteration 13Q: 3 clusters Score -6127558 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -6127735.500000 Penalty: 5156.424316
	Iteration 14Q: 3 clusters Score -6127736 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -6127849.500000 Penalty: 5156.424316
	Iteration 15Q: 3 clusters Score -6127850 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -6127885.000000 Penalty: 5156.424316
	Iteration 16Q: 3 clusters Score -6127885 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -6127923.000000 Penalty: 5156.424316
	Iteration 17Q: 3 clusters Score -6127923 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6127941.500000 Penalty: 5156.424316
	Iteration 18Q: 3 clusters Score -6127942 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -6127963.500000 Penalty: 5156.424316
	Iteration 19Q: 3 clusters Score -6127964 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -6127966.000000 Penalty: 5156.424316
	Iteration 20F: 3 clusters Score -6127966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -6127981.500000 Penalty: 5156.424316
	Iteration 21Q: 3 clusters Score -6127982 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -6127975.500000 Penalty: 5156.424316
	Iteration 22Q: 3 clusters Score -6127976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -6127987.000000 Penalty: 5156.424316
	Iteration 23Q: 3 clusters Score -6127987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -6127983.000000 Penalty: 5156.424316
	Iteration 24Q: 3 clusters Score -6127983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -6128003.000000 Penalty: 5156.424316
	Iteration 25Q: 3 clusters Score -6128003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -6128011.000000 Penalty: 5156.424316
	Iteration 26Q: 3 clusters Score -6128011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6128014.000000 Penalty: 5156.424316
	Iteration 27Q: 3 clusters Score -6128014 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -6128024.000000 Penalty: 5156.424316
	Iteration 28Q: 3 clusters Score -6128024 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -6128031.000000 Penalty: 5156.424316
	Iteration 29Q: 3 clusters Score -6128031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -6128048.000000 Penalty: 5156.424316
	Iteration 30Q: 3 clusters Score -6128048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -6128049.500000 Penalty: 5156.424316
	Iteration 31Q: 3 clusters Score -6128050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -6128061.500000 Penalty: 5156.424316
	Iteration 32Q: 3 clusters Score -6128062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -6128060.000000 Penalty: 5156.424316
	Iteration 33Q: 3 clusters Score -6128060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -6128060.500000 Penalty: 5156.424316
	Iteration 34Q: 3 clusters Score -6128060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -6128058.500000 Penalty: 5156.424316
	Iteration 35Q: 3 clusters Score -6128058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -6128061.000000 Penalty: 5156.424316
	Iteration 36Q: 3 clusters Score -6128061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -6128061.000000 Penalty: 5156.424316
	Iteration 37Q: 3 clusters Score -6128061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -6128070.000000 Penalty: 5156.424316
	Iteration 38Q: 3 clusters Score -6128070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -6128079.500000 Penalty: 5156.424316
	Iteration 39Q: 3 clusters Score -6128080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -6128082.000000 Penalty: 5156.424316
	Iteration 40F: 3 clusters Score -6128082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -6128083.500000 Penalty: 5156.424316
	Iteration 41Q: 3 clusters Score -6128084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6128080.000000 Penalty: 5156.424316
	Iteration 42Q: 3 clusters Score -6128080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -6128083.000000 Penalty: 5156.424316
	Iteration 43Q: 3 clusters Score -6128083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -6128084.000000 Penalty: 5156.424316
	Iteration 44Q: 3 clusters Score -6128084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -6128081.500000 Penalty: 5156.424316
	Iteration 45Q: 3 clusters Score -6128082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -6128070.500000 Penalty: 5156.424316
	Iteration 46Q: 3 clusters Score -6128070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -6128059.000000 Penalty: 5156.424316
	Iteration 47Q: 3 clusters Score -6128059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6128066.000000 Penalty: 5156.424316
	Iteration 48Q: 3 clusters Score -6128066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6128069.500000 Penalty: 5156.424316
	Iteration 49Q: 3 clusters Score -6128070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -6128065.500000 Penalty: 5156.424316
	Iteration 50Q: 3 clusters Score -6128066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -6128076.000000 Penalty: 5156.424316
	Iteration 51Q: 3 clusters Score -6128076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -6128079.500000 Penalty: 5156.424316
	Iteration 52Q: 3 clusters Score -6128080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -6128078.500000 Penalty: 5156.424316
	Iteration 53Q: 3 clusters Score -6128078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -6128066.000000 Penalty: 5156.424316
	Iteration 54Q: 3 clusters Score -6128066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -6128067.000000 Penalty: 5156.424316
	Iteration 55Q: 3 clusters Score -6128067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -6128061.500000 Penalty: 5156.424316
	Iteration 56Q: 3 clusters Score -6128062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -6128061.000000 Penalty: 5156.424316
	Iteration 57Q: 3 clusters Score -6128061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -6128067.000000 Penalty: 5156.424316
	Iteration 58Q: 3 clusters Score -6128067 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6128066.500000 Penalty: 5156.424316
	Iteration 59Q: 3 clusters Score -6128066 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -6128068.500000 Penalty: 5156.424316
	Iteration 60F: 3 clusters Score -6128068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -6128070.000000 Penalty: 5156.424316
	Iteration 61Q: 3 clusters Score -6128070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -6128081.500000 Penalty: 5156.424316
	Iteration 62Q: 3 clusters Score -6128082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -6128077.500000 Penalty: 5156.424316
	Iteration 63Q: 3 clusters Score -6128078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -6128087.000000 Penalty: 5156.424316
	Iteration 64Q: 3 clusters Score -6128087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -6128085.000000 Penalty: 5156.424316
	Iteration 65Q: 3 clusters Score -6128085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -6128074.000000 Penalty: 5156.424316
	Iteration 66Q: 3 clusters Score -6128074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6128076.500000 Penalty: 5156.424316
	Iteration 67Q: 3 clusters Score -6128076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6128081.000000 Penalty: 5156.424316
	Iteration 68Q: 3 clusters Score -6128081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6128090.000000 Penalty: 5156.424316
	Iteration 69Q: 3 clusters Score -6128090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -6128095.500000 Penalty: 5156.424316
	Iteration 70Q: 3 clusters Score -6128096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -6128098.500000 Penalty: 5156.424316
	Iteration 71Q: 3 clusters Score -6128098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -6128077.500000 Penalty: 5156.424316
	Iteration 72Q: 3 clusters Score -6128078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -6128078.500000 Penalty: 5156.424316
	Iteration 73Q: 3 clusters Score -6128078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -6128081.500000 Penalty: 5156.424316
	Iteration 74Q: 3 clusters Score -6128082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -6128075.000000 Penalty: 5156.424316
	Iteration 75Q: 3 clusters Score -6128075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -6128085.000000 Penalty: 5156.424316
	Iteration 76Q: 3 clusters Score -6128085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -6128080.000000 Penalty: 5156.424316
	Iteration 77Q: 3 clusters Score -6128080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6128074.500000 Penalty: 5156.424316
	Iteration 78Q: 3 clusters Score -6128074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -6128082.000000 Penalty: 5156.424316
	Iteration 79Q: 3 clusters Score -6128082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6128085.500000 Penalty: 5156.424316
	Iteration 80F: 3 clusters Score -6128086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -6128097.000000 Penalty: 5156.424316
	Iteration 81Q: 3 clusters Score -6128097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -6128095.000000 Penalty: 5156.424316
	Iteration 82Q: 3 clusters Score -6128095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -6128099.000000 Penalty: 5156.424316
	Iteration 83Q: 3 clusters Score -6128099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6128096.000000 Penalty: 5156.424316
	Iteration 84Q: 3 clusters Score -6128096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -6128088.000000 Penalty: 5156.424316
	Iteration 85Q: 3 clusters Score -6128088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6128089.000000 Penalty: 5156.424316
	Iteration 86Q: 3 clusters Score -6128089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -6128084.000000 Penalty: 5156.424316
	Iteration 87Q: 3 clusters Score -6128084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6128088.500000 Penalty: 5156.424316
	Iteration 88Q: 3 clusters Score -6128088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -6128095.000000 Penalty: 5156.424316
	Iteration 89Q: 3 clusters Score -6128095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -6128098.000000 Penalty: 5156.424316
	Iteration 90Q: 3 clusters Score -6128098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -6128090.500000 Penalty: 5156.424316
	Iteration 91Q: 3 clusters Score -6128090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6128094.500000 Penalty: 5156.424316
	Iteration 92Q: 3 clusters Score -6128094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6128090.500000 Penalty: 5156.424316
	Iteration 93Q: 3 clusters Score -6128090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -6128085.000000 Penalty: 5156.424316
	Iteration 94Q: 3 clusters Score -6128085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -6128087.000000 Penalty: 5156.424316
	Iteration 95Q: 3 clusters Score -6128087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -6128087.500000 Penalty: 5156.424316
	Iteration 96Q: 3 clusters Score -6128088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6128088.000000 Penalty: 5156.424316
	Iteration 97Q: 3 clusters Score -6128088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -6128092.000000 Penalty: 5156.424316
	Iteration 98Q: 3 clusters Score -6128092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -6128092.000000 Penalty: 5156.424316
	Iteration 99F: 3 clusters Score -6128092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (53324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Entering Unmasked Estep 
Score: -10005435.000000 Penalty: 2699.267090
	Iteration 0F: 2 clusters Score -1.000544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -9974326.000000 Penalty: 5398.534180
	Iteration 0F: 3 clusters Score -9974326 nChanged 24744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -9988336.000000 Penalty: 5398.534180
	Iteration 1F: 3 clusters Score -9988336 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -9989242.000000 Penalty: 5398.534180
	Iteration 2Q: 3 clusters Score -9989242 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9990251.000000 Penalty: 5398.534180
	Iteration 3Q: 3 clusters Score -9990251 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9991467.000000 Penalty: 5398.534180
	Iteration 4F: 3 clusters Score -9991467 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -9992832.000000 Penalty: 5398.534180
	Iteration 5F: 3 clusters Score -9992832 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -9994477.000000 Penalty: 5398.534180
	Iteration 6F: 3 clusters Score -9994477 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -9996493.000000 Penalty: 5398.534180
	Iteration 7F: 3 clusters Score -9996493 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -9998620.000000 Penalty: 5398.534180
	Iteration 8F: 3 clusters Score -9998620 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -10000221.000000 Penalty: 5398.534180
	Iteration 9Q: 3 clusters Score -1.000022e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -10001118.000000 Penalty: 5398.534180
	Iteration 10Q: 3 clusters Score -1.000112e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -10001886.000000 Penalty: 5398.534180
	Iteration 11Q: 3 clusters Score -1.000189e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -10002616.000000 Penalty: 5398.534180
	Iteration 12Q: 3 clusters Score -1.000262e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -10003356.000000 Penalty: 5398.534180
	Iteration 13Q: 3 clusters Score -1.000336e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -10004152.000000 Penalty: 5398.534180
	Iteration 14Q: 3 clusters Score -1.000415e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -10004815.000000 Penalty: 5398.534180
	Iteration 15Q: 3 clusters Score -1.000482e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -10005466.000000 Penalty: 5398.534180
	Iteration 16Q: 3 clusters Score -1.000547e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37197 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -10005966.000000 Penalty: 5398.534180
	Iteration 17Q: 3 clusters Score -1.000597e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -10006366.000000 Penalty: 5398.534180
	Iteration 18Q: 3 clusters Score -1.000637e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -10006594.000000 Penalty: 5398.534180
	Iteration 19Q: 3 clusters Score -1.000659e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -10006748.000000 Penalty: 5398.534180
	Iteration 20F: 3 clusters Score -1.000675e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -10006850.000000 Penalty: 5398.534180
	Iteration 21Q: 3 clusters Score -1.000685e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -10006981.000000 Penalty: 5398.534180
	Iteration 22Q: 3 clusters Score -1.000698e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -10007021.000000 Penalty: 5398.534180
	Iteration 23Q: 3 clusters Score -1.000702e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -10007085.000000 Penalty: 5398.534180
	Iteration 24Q: 3 clusters Score -1.000708e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -10007108.000000 Penalty: 5398.534180
	Iteration 25Q: 3 clusters Score -1.000711e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -10007113.000000 Penalty: 5398.534180
	Iteration 26Q: 3 clusters Score -1.000711e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -10007106.000000 Penalty: 5398.534180
	Iteration 27Q: 3 clusters Score -1.000711e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -10007109.000000 Penalty: 5398.534180
	Iteration 28Q: 3 clusters Score -1.000711e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -10007117.000000 Penalty: 5398.534180
	Iteration 29Q: 3 clusters Score -1.000712e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -10007112.000000 Penalty: 5398.534180
	Iteration 30Q: 3 clusters Score -1.000711e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -10007116.000000 Penalty: 5398.534180
	Iteration 31Q: 3 clusters Score -1.000712e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -10007108.000000 Penalty: 5398.534180
	Iteration 32Q: 3 clusters Score -1.000711e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -10007135.000000 Penalty: 5398.534180
	Iteration 33Q: 3 clusters Score -1.000714e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -10007128.000000 Penalty: 5398.534180
	Iteration 34Q: 3 clusters Score -1.000713e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -10007141.000000 Penalty: 5398.534180
	Iteration 35Q: 3 clusters Score -1.000714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -10007145.000000 Penalty: 5398.534180
	Iteration 36Q: 3 clusters Score -1.000714e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -10007153.000000 Penalty: 5398.534180
	Iteration 37Q: 3 clusters Score -1.000715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -10007180.000000 Penalty: 5398.534180
	Iteration 38Q: 3 clusters Score -1.000718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -10007176.000000 Penalty: 5398.534180
	Iteration 39Q: 3 clusters Score -1.000718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -10007180.000000 Penalty: 5398.534180
	Iteration 40F: 3 clusters Score -1.000718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -10007174.000000 Penalty: 5398.534180
	Iteration 41Q: 3 clusters Score -1.000717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -10007167.000000 Penalty: 5398.534180
	Iteration 42Q: 3 clusters Score -1.000717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -10007176.000000 Penalty: 5398.534180
	Iteration 43Q: 3 clusters Score -1.000718e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -10007177.000000 Penalty: 5398.534180
	Iteration 44Q: 3 clusters Score -1.000718e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -10007173.000000 Penalty: 5398.534180
	Iteration 45Q: 3 clusters Score -1.000717e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -10007178.000000 Penalty: 5398.534180
	Iteration 46Q: 3 clusters Score -1.000718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -10007170.000000 Penalty: 5398.534180
	Iteration 47Q: 3 clusters Score -1.000717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -10007180.000000 Penalty: 5398.534180
	Iteration 48Q: 3 clusters Score -1.000718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -10007189.000000 Penalty: 5398.534180
	Iteration 49Q: 3 clusters Score -1.000719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -10007196.000000 Penalty: 5398.534180
	Iteration 50Q: 3 clusters Score -1.00072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -10007200.000000 Penalty: 5398.534180
	Iteration 51Q: 3 clusters Score -1.00072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -10007200.000000 Penalty: 5398.534180
	Iteration 52Q: 3 clusters Score -1.00072e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -10007185.000000 Penalty: 5398.534180
	Iteration 53Q: 3 clusters Score -1.000718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -10007183.000000 Penalty: 5398.534180
	Iteration 54Q: 3 clusters Score -1.000718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -10007184.000000 Penalty: 5398.534180
	Iteration 55Q: 3 clusters Score -1.000718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -10007184.000000 Penalty: 5398.534180
	Iteration 56F: 3 clusters Score -1.000718e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42038 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44789 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32399 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47429 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50712 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28976 members 
Mstep: Class 31 contains 32729 members 
Mstep: Class 32 contains 35549 members 
Mstep: Class 33 contains 17775 members 
Entering Unmasked Estep 
Score: -137160896.000000 Penalty: 110674.398438
Splitting cluster 32 changes total score from -137159200.000000 to -137160896.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6272 members 
Mstep: Class 4 contains 42038 members 
Mstep: Class 5 contains 4523 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 44267 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45071 members 
Mstep: Class 10 contains 49386 members 
Mstep: Class 11 contains 6846 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44789 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32399 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 45600 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 42692 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48884 members 
Mstep: Class 23 contains 32726 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47429 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50712 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 28976 members 
Mstep: Class 31 contains 32729 members 
Mstep: Class 32 contains 35549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162272.000000 Penalty: 110674.398438
Iteration 319Q: 34 clusters Score -1.371623e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6274 members 
Mstep: Class 4 contains 41985 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 44258 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45255 members 
Mstep: Class 10 contains 49255 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44774 members 
Mstep: Class 14 contains 17850 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 32112 members 
Mstep: Class 17 contains 26274 members 
Mstep: Class 18 contains 45643 members 
Mstep: Class 19 contains 26226 members 
Mstep: Class 20 contains 42418 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48911 members 
Mstep: Class 23 contains 32569 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47386 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50439 members 
Mstep: Class 28 contains 2976 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 29374 members 
Mstep: Class 31 contains 32426 members 
Mstep: Class 32 contains 36625 members 
Mstep: Class 33 contains 17522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163760.000000 Penalty: 110674.398438
Iteration 320F: 34 clusters Score -1.371638e+08 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6278 members 
Mstep: Class 4 contains 41913 members 
Mstep: Class 5 contains 4488 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 7 contains 44259 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45364 members 
Mstep: Class 10 contains 49178 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44756 members 
Mstep: Class 14 contains 17831 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 31725 members 
Mstep: Class 17 contains 26244 members 
Mstep: Class 18 contains 45708 members 
Mstep: Class 19 contains 26119 members 
Mstep: Class 20 contains 42123 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48933 members 
Mstep: Class 23 contains 32315 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47343 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 50182 members 
Mstep: Class 28 contains 2977 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 29549 members 
Mstep: Class 31 contains 32129 members 
Mstep: Class 32 contains 37423 members 
Mstep: Class 33 contains 18256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164624.000000 Penalty: 110674.398438
Iteration 321Q: 34 clusters Score -1.371646e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6285 members 
Mstep: Class 4 contains 41852 members 
Mstep: Class 5 contains 4472 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45404 members 
Mstep: Class 10 contains 49175 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44745 members 
Mstep: Class 14 contains 17801 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 31373 members 
Mstep: Class 17 contains 26227 members 
Mstep: Class 18 contains 45659 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 41915 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48947 members 
Mstep: Class 23 contains 32066 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47309 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 49987 members 
Mstep: Class 28 contains 2985 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 29653 members 
Mstep: Class 31 contains 31874 members 
Mstep: Class 32 contains 38390 members 
Mstep: Class 33 contains 18707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165424.000000 Penalty: 110674.398438
Iteration 322Q: 34 clusters Score -1.371654e+08 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6288 members 
Mstep: Class 4 contains 41819 members 
Mstep: Class 5 contains 4459 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 44200 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45397 members 
Mstep: Class 10 contains 49182 members 
Mstep: Class 11 contains 6893 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44734 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 555 members 
Mstep: Class 16 contains 31032 members 
Mstep: Class 17 contains 26215 members 
Mstep: Class 18 contains 45579 members 
Mstep: Class 19 contains 25958 members 
Mstep: Class 20 contains 41769 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48933 members 
Mstep: Class 23 contains 31826 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47278 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 49845 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 29762 members 
Mstep: Class 31 contains 31634 members 
Mstep: Class 32 contains 39357 members 
Mstep: Class 33 contains 19089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165856.000000 Penalty: 110674.398438
Iteration 323Q: 34 clusters Score -1.371659e+08 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 41781 members 
Mstep: Class 5 contains 4451 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 44162 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45382 members 
Mstep: Class 10 contains 49151 members 
Mstep: Class 11 contains 6877 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44718 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 30697 members 
Mstep: Class 17 contains 26191 members 
Mstep: Class 18 contains 45400 members 
Mstep: Class 19 contains 25907 members 
Mstep: Class 20 contains 41633 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48874 members 
Mstep: Class 23 contains 31593 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47257 members 
Mstep: Class 26 contains 2128 members 
Mstep: Class 27 contains 49775 members 
Mstep: Class 28 contains 2996 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 29877 members 
Mstep: Class 31 contains 31347 members 
Mstep: Class 32 contains 40484 members 
Mstep: Class 33 contains 19431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166592.000000 Penalty: 110674.398438
Iteration 324Q: 34 clusters Score -1.371666e+08 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6295 members 
Mstep: Class 4 contains 41730 members 
Mstep: Class 5 contains 4444 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 44132 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45340 members 
Mstep: Class 10 contains 49141 members 
Mstep: Class 11 contains 6867 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44703 members 
Mstep: Class 14 contains 17728 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 30357 members 
Mstep: Class 17 contains 26184 members 
Mstep: Class 18 contains 45220 members 
Mstep: Class 19 contains 25848 members 
Mstep: Class 20 contains 41527 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48782 members 
Mstep: Class 23 contains 31364 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47238 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 49767 members 
Mstep: Class 28 contains 3005 members 
Mstep: Class 29 contains 1751 members 
Mstep: Class 30 contains 29989 members 
Mstep: Class 31 contains 31065 members 
Mstep: Class 32 contains 41542 members 
Mstep: Class 33 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166656.000000 Penalty: 110674.398438
Iteration 325Q: 34 clusters Score -1.371667e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6300 members 
Mstep: Class 4 contains 41669 members 
Mstep: Class 5 contains 4437 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 44096 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 45306 members 
Mstep: Class 10 contains 49119 members 
Mstep: Class 11 contains 6851 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44714 members 
Mstep: Class 14 contains 17712 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 30049 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 25800 members 
Mstep: Class 20 contains 41436 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48639 members 
Mstep: Class 23 contains 31108 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47206 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 49662 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 30102 members 
Mstep: Class 31 contains 30800 members 
Mstep: Class 32 contains 42755 members 
Mstep: Class 33 contains 20090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166960.000000 Penalty: 110674.398438
Iteration 326Q: 34 clusters Score -1.37167e+08 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6304 members 
Mstep: Class 4 contains 41638 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 44069 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 45208 members 
Mstep: Class 10 contains 49069 members 
Mstep: Class 11 contains 6832 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44731 members 
Mstep: Class 14 contains 17695 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 29733 members 
Mstep: Class 17 contains 26151 members 
Mstep: Class 18 contains 44793 members 
Mstep: Class 19 contains 25750 members 
Mstep: Class 20 contains 41317 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48507 members 
Mstep: Class 23 contains 30899 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47179 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 49615 members 
Mstep: Class 28 contains 3020 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 30229 members 
Mstep: Class 31 contains 30541 members 
Mstep: Class 32 contains 43952 members 
Mstep: Class 33 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167552.000000 Penalty: 110674.398438
Iteration 327Q: 34 clusters Score -1.371676e+08 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6313 members 
Mstep: Class 4 contains 41626 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 5572 members 
Mstep: Class 7 contains 44048 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 45055 members 
Mstep: Class 10 contains 48995 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44749 members 
Mstep: Class 14 contains 17679 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 29380 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 25702 members 
Mstep: Class 20 contains 41233 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48347 members 
Mstep: Class 23 contains 30692 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47162 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 49651 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 30385 members 
Mstep: Class 31 contains 30278 members 
Mstep: Class 32 contains 45071 members 
Mstep: Class 33 contains 20674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168160.000000 Penalty: 110674.398438
Iteration 328Q: 34 clusters Score -1.371682e+08 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6325 members 
Mstep: Class 4 contains 41569 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 44052 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44901 members 
Mstep: Class 10 contains 48849 members 
Mstep: Class 11 contains 6824 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44776 members 
Mstep: Class 14 contains 17676 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 29040 members 
Mstep: Class 17 contains 26104 members 
Mstep: Class 18 contains 44425 members 
Mstep: Class 19 contains 25660 members 
Mstep: Class 20 contains 41134 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48138 members 
Mstep: Class 23 contains 30514 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47157 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 49838 members 
Mstep: Class 28 contains 3025 members 
Mstep: Class 29 contains 1747 members 
Mstep: Class 30 contains 30494 members 
Mstep: Class 31 contains 30050 members 
Mstep: Class 32 contains 46150 members 
Mstep: Class 33 contains 20954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168352.000000 Penalty: 110674.398438
Iteration 329Q: 34 clusters Score -1.371684e+08 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6344 members 
Mstep: Class 4 contains 41500 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 44021 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44764 members 
Mstep: Class 10 contains 48723 members 
Mstep: Class 11 contains 6816 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44795 members 
Mstep: Class 14 contains 17672 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 28688 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 44165 members 
Mstep: Class 19 contains 25579 members 
Mstep: Class 20 contains 41067 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47996 members 
Mstep: Class 23 contains 30298 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47143 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 50194 members 
Mstep: Class 28 contains 3030 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 30589 members 
Mstep: Class 31 contains 29847 members 
Mstep: Class 32 contains 47164 members 
Mstep: Class 33 contains 21168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167968.000000 Penalty: 110674.398438
Iteration 330Q: 34 clusters Score -1.37168e+08 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6360 members 
Mstep: Class 4 contains 41444 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 44044 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 44655 members 
Mstep: Class 10 contains 48536 members 
Mstep: Class 11 contains 6801 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44811 members 
Mstep: Class 14 contains 17657 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 28357 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 43952 members 
Mstep: Class 19 contains 25519 members 
Mstep: Class 20 contains 40981 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47634 members 
Mstep: Class 23 contains 30109 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47126 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 50669 members 
Mstep: Class 28 contains 3034 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 30698 members 
Mstep: Class 31 contains 29613 members 
Mstep: Class 32 contains 48174 members 
Mstep: Class 33 contains 21395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169008.000000 Penalty: 110674.398438
Iteration 331Q: 34 clusters Score -1.37169e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6371 members 
Mstep: Class 4 contains 41378 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 44108 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44494 members 
Mstep: Class 10 contains 48382 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44823 members 
Mstep: Class 14 contains 17641 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 28065 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 43844 members 
Mstep: Class 19 contains 25434 members 
Mstep: Class 20 contains 40851 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47410 members 
Mstep: Class 23 contains 29964 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47103 members 
Mstep: Class 26 contains 2129 members 
Mstep: Class 27 contains 50554 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 1745 members 
Mstep: Class 30 contains 30829 members 
Mstep: Class 31 contains 29396 members 
Mstep: Class 32 contains 49310 members 
Mstep: Class 33 contains 21796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169376.000000 Penalty: 110674.398438
Iteration 332Q: 34 clusters Score -1.371694e+08 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 41337 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 44199 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44319 members 
Mstep: Class 10 contains 48267 members 
Mstep: Class 11 contains 6791 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 17624 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 27766 members 
Mstep: Class 17 contains 26040 members 
Mstep: Class 18 contains 43858 members 
Mstep: Class 19 contains 25368 members 
Mstep: Class 20 contains 40709 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47189 members 
Mstep: Class 23 contains 29814 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47082 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 50285 members 
Mstep: Class 28 contains 3036 members 
Mstep: Class 29 contains 1748 members 
Mstep: Class 30 contains 30922 members 
Mstep: Class 31 contains 29197 members 
Mstep: Class 32 contains 50304 members 
Mstep: Class 33 contains 22343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169776.000000 Penalty: 110674.398438
Iteration 333Q: 34 clusters Score -1.371698e+08 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 41276 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 44268 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 44085 members 
Mstep: Class 10 contains 48166 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44839 members 
Mstep: Class 14 contains 17603 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 27476 members 
Mstep: Class 17 contains 26021 members 
Mstep: Class 18 contains 43834 members 
Mstep: Class 19 contains 25322 members 
Mstep: Class 20 contains 40562 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47100 members 
Mstep: Class 23 contains 29667 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47048 members 
Mstep: Class 26 contains 2130 members 
Mstep: Class 27 contains 50213 members 
Mstep: Class 28 contains 3031 members 
Mstep: Class 29 contains 1749 members 
Mstep: Class 30 contains 30973 members 
Mstep: Class 31 contains 29007 members 
Mstep: Class 32 contains 51112 members 
Mstep: Class 33 contains 22852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169168.000000 Penalty: 110674.398438
Iteration 334Q: 34 clusters Score -1.371692e+08 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 41239 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 44376 members 
Mstep: Class 8 contains 724 members 
Mstep: Class 9 contains 43944 members 
Mstep: Class 10 contains 48055 members 
Mstep: Class 11 contains 6799 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44860 members 
Mstep: Class 14 contains 17589 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 27176 members 
Mstep: Class 17 contains 25987 members 
Mstep: Class 18 contains 43845 members 
Mstep: Class 19 contains 25305 members 
Mstep: Class 20 contains 40462 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 46977 members 
Mstep: Class 23 contains 29529 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 47010 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 50016 members 
Mstep: Class 28 contains 3032 members 
Mstep: Class 29 contains 1750 members 
Mstep: Class 30 contains 31020 members 
Mstep: Class 31 contains 28797 members 
Mstep: Class 32 contains 51794 members 
Mstep: Class 33 contains 23438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168992.000000 Penalty: 110674.398438
Iteration 335Q: 34 clusters Score -1.37169e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 41193 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 44449 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 43805 members 
Mstep: Class 10 contains 48024 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 1213 members 
Mstep: Class 13 contains 44873 members 
Mstep: Class 14 contains 17570 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 26850 members 
Mstep: Class 17 contains 25957 members 
Mstep: Class 18 contains 43928 members 
Mstep: Class 19 contains 25265 members 
Mstep: Class 20 contains 40350 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 46917 members 
Mstep: Class 23 contains 29405 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46993 members 
Mstep: Class 26 contains 2131 members 
Mstep: Class 27 contains 49927 members 
Mstep: Class 28 contains 3030 members 
Mstep: Class 29 contains 1752 members 
Mstep: Class 30 contains 31061 members 
Mstep: Class 31 contains 28562 members 
Mstep: Class 32 contains 52228 members 
Mstep: Class 33 contains 24045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168656.000000 Penalty: 110674.398438
Iteration 336Q: 34 clusters Score -1.371687e+08 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6397 members 
Mstep: Class 4 contains 41193 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 5571 members 
Mstep: Class 7 contains 44502 members 
Mstep: Class 8 contains 725 members 
Mstep: Class 9 contains 43637 members 
Mstep: Class 10 contains 48103 members 
Mstep: Class 11 contains 6810 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44885 members 
Mstep: Class 14 contains 17542 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 26539 members 
Mstep: Class 17 contains 25926 members 
Mstep: Class 18 contains 43951 members 
Mstep: Class 19 contains 25218 members 
Mstep: Class 20 contains 40250 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 46922 members 
Mstep: Class 23 contains 29280 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46967 members 
Mstep: Class 26 contains 2134 members 
Mstep: Class 27 contains 49950 members 
Mstep: Class 28 contains 3029 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 31077 members 
Mstep: Class 31 contains 28306 members 
Mstep: Class 32 contains 52505 members 
Mstep: Class 33 contains 24647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168672.000000 Penalty: 110674.398438
Iteration 337Q: 34 clusters Score -1.371687e+08 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6395 members 
Mstep: Class 4 contains 41183 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 5567 members 
Mstep: Class 7 contains 44480 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 43485 members 
Mstep: Class 10 contains 48174 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44881 members 
Mstep: Class 14 contains 17529 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 26261 members 
Mstep: Class 17 contains 25914 members 
Mstep: Class 18 contains 43936 members 
Mstep: Class 19 contains 25170 members 
Mstep: Class 20 contains 40164 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 46950 members 
Mstep: Class 23 contains 29199 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46950 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 50002 members 
Mstep: Class 28 contains 3029 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 31024 members 
Mstep: Class 31 contains 28057 members 
Mstep: Class 32 contains 52773 members 
Mstep: Class 33 contains 25272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168640.000000 Penalty: 110674.398438
Iteration 338Q: 34 clusters Score -1.371686e+08 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6399 members 
Mstep: Class 4 contains 41172 members 
Mstep: Class 5 contains 4418 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 44431 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 43316 members 
Mstep: Class 10 contains 48215 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44876 members 
Mstep: Class 14 contains 17507 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 26022 members 
Mstep: Class 17 contains 25889 members 
Mstep: Class 18 contains 43939 members 
Mstep: Class 19 contains 25120 members 
Mstep: Class 20 contains 40072 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47003 members 
Mstep: Class 23 contains 29134 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46947 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49950 members 
Mstep: Class 28 contains 3028 members 
Mstep: Class 29 contains 1753 members 
Mstep: Class 30 contains 30957 members 
Mstep: Class 31 contains 27817 members 
Mstep: Class 32 contains 53076 members 
Mstep: Class 33 contains 25975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168576.000000 Penalty: 110674.398438
Iteration 339Q: 34 clusters Score -1.371686e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6405 members 
Mstep: Class 4 contains 41192 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 44378 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 43179 members 
Mstep: Class 10 contains 48226 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44872 members 
Mstep: Class 14 contains 17486 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 25878 members 
Mstep: Class 18 contains 43936 members 
Mstep: Class 19 contains 25063 members 
Mstep: Class 20 contains 39964 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47057 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46945 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49896 members 
Mstep: Class 28 contains 3024 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 30888 members 
Mstep: Class 31 contains 27594 members 
Mstep: Class 32 contains 53193 members 
Mstep: Class 33 contains 26782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168288.000000 Penalty: 110674.398438
Iteration 340F: 34 clusters Score -1.371683e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6420 members 
Mstep: Class 4 contains 41176 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 5548 members 
Mstep: Class 7 contains 44298 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 43058 members 
Mstep: Class 10 contains 48215 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44864 members 
Mstep: Class 14 contains 17459 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 25864 members 
Mstep: Class 18 contains 44044 members 
Mstep: Class 19 contains 25012 members 
Mstep: Class 20 contains 39896 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47029 members 
Mstep: Class 23 contains 29031 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46964 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49725 members 
Mstep: Class 28 contains 3023 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30823 members 
Mstep: Class 31 contains 27372 members 
Mstep: Class 32 contains 53386 members 
Mstep: Class 33 contains 27603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168272.000000 Penalty: 110674.398438
Iteration 341Q: 34 clusters Score -1.371683e+08 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6432 members 
Mstep: Class 4 contains 41152 members 
Mstep: Class 5 contains 4422 members 
Mstep: Class 6 contains 5550 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 42928 members 
Mstep: Class 10 contains 48267 members 
Mstep: Class 11 contains 6790 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44848 members 
Mstep: Class 14 contains 17439 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 25351 members 
Mstep: Class 17 contains 25848 members 
Mstep: Class 18 contains 44132 members 
Mstep: Class 19 contains 24977 members 
Mstep: Class 20 contains 39839 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47099 members 
Mstep: Class 23 contains 28977 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46970 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49398 members 
Mstep: Class 28 contains 3017 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30791 members 
Mstep: Class 31 contains 27110 members 
Mstep: Class 32 contains 53622 members 
Mstep: Class 33 contains 28421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168560.000000 Penalty: 110674.398438
Iteration 342Q: 34 clusters Score -1.371686e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6439 members 
Mstep: Class 4 contains 41159 members 
Mstep: Class 5 contains 4419 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 44142 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 42764 members 
Mstep: Class 10 contains 48284 members 
Mstep: Class 11 contains 6792 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44834 members 
Mstep: Class 14 contains 17424 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 25120 members 
Mstep: Class 17 contains 25817 members 
Mstep: Class 18 contains 44250 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 39793 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47199 members 
Mstep: Class 23 contains 28935 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46966 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49227 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30658 members 
Mstep: Class 31 contains 26875 members 
Mstep: Class 32 contains 53781 members 
Mstep: Class 33 contains 29255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168624.000000 Penalty: 110674.398438
Iteration 343Q: 34 clusters Score -1.371686e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 41172 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 5534 members 
Mstep: Class 7 contains 44106 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 42645 members 
Mstep: Class 10 contains 48265 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44818 members 
Mstep: Class 14 contains 17412 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 24904 members 
Mstep: Class 17 contains 25787 members 
Mstep: Class 18 contains 44422 members 
Mstep: Class 19 contains 24859 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47232 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46930 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49210 members 
Mstep: Class 28 contains 3018 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30471 members 
Mstep: Class 31 contains 26623 members 
Mstep: Class 32 contains 53785 members 
Mstep: Class 33 contains 30117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168480.000000 Penalty: 110674.398438
Iteration 344Q: 34 clusters Score -1.371685e+08 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 41185 members 
Mstep: Class 5 contains 4410 members 
Mstep: Class 6 contains 5539 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 42539 members 
Mstep: Class 10 contains 48268 members 
Mstep: Class 11 contains 6819 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44817 members 
Mstep: Class 14 contains 17402 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 24686 members 
Mstep: Class 17 contains 25753 members 
Mstep: Class 18 contains 44596 members 
Mstep: Class 19 contains 24791 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 28867 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46890 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49174 members 
Mstep: Class 28 contains 3015 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 30298 members 
Mstep: Class 31 contains 26365 members 
Mstep: Class 32 contains 53785 members 
Mstep: Class 33 contains 30919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169056.000000 Penalty: 110674.398438
Iteration 345Q: 34 clusters Score -1.371691e+08 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 41189 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 42442 members 
Mstep: Class 10 contains 48192 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44790 members 
Mstep: Class 14 contains 17388 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 24462 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 44811 members 
Mstep: Class 19 contains 24723 members 
Mstep: Class 20 contains 39697 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 28835 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46881 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49204 members 
Mstep: Class 28 contains 3007 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 30276 members 
Mstep: Class 31 contains 26074 members 
Mstep: Class 32 contains 53663 members 
Mstep: Class 33 contains 31708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169456.000000 Penalty: 110674.398438
Iteration 346Q: 34 clusters Score -1.371695e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 41184 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 5531 members 
Mstep: Class 7 contains 44092 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 42339 members 
Mstep: Class 10 contains 48149 members 
Mstep: Class 11 contains 6825 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44763 members 
Mstep: Class 14 contains 17380 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 24214 members 
Mstep: Class 17 contains 25714 members 
Mstep: Class 18 contains 44971 members 
Mstep: Class 19 contains 24667 members 
Mstep: Class 20 contains 39658 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47326 members 
Mstep: Class 23 contains 28797 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46860 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49276 members 
Mstep: Class 28 contains 3005 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30281 members 
Mstep: Class 31 contains 25756 members 
Mstep: Class 32 contains 53502 members 
Mstep: Class 33 contains 32475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169504.000000 Penalty: 110674.398438
Iteration 347Q: 34 clusters Score -1.371695e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 41166 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 44069 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 42240 members 
Mstep: Class 10 contains 48050 members 
Mstep: Class 11 contains 6828 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44724 members 
Mstep: Class 14 contains 17364 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 25705 members 
Mstep: Class 18 contains 45155 members 
Mstep: Class 19 contains 24611 members 
Mstep: Class 20 contains 39623 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47445 members 
Mstep: Class 23 contains 28757 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46852 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 49348 members 
Mstep: Class 28 contains 3001 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30292 members 
Mstep: Class 31 contains 25464 members 
Mstep: Class 32 contains 53315 members 
Mstep: Class 33 contains 33243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168896.000000 Penalty: 110674.398438
Iteration 348Q: 34 clusters Score -1.371689e+08 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6456 members 
Mstep: Class 4 contains 41155 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 44051 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 42201 members 
Mstep: Class 10 contains 47889 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44707 members 
Mstep: Class 14 contains 17334 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 23762 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 45380 members 
Mstep: Class 19 contains 24547 members 
Mstep: Class 20 contains 39585 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47465 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46843 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 49469 members 
Mstep: Class 28 contains 2998 members 
Mstep: Class 29 contains 1754 members 
Mstep: Class 30 contains 30278 members 
Mstep: Class 31 contains 25211 members 
Mstep: Class 32 contains 53076 members 
Mstep: Class 33 contains 34051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169408.000000 Penalty: 110674.398438
Iteration 349Q: 34 clusters Score -1.371694e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6458 members 
Mstep: Class 4 contains 41120 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 43995 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 42164 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 6844 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44697 members 
Mstep: Class 14 contains 17315 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 23529 members 
Mstep: Class 17 contains 25645 members 
Mstep: Class 18 contains 45584 members 
Mstep: Class 19 contains 24475 members 
Mstep: Class 20 contains 39594 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47527 members 
Mstep: Class 23 contains 28713 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46817 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 49547 members 
Mstep: Class 28 contains 2999 members 
Mstep: Class 29 contains 1758 members 
Mstep: Class 30 contains 30344 members 
Mstep: Class 31 contains 24937 members 
Mstep: Class 32 contains 52772 members 
Mstep: Class 33 contains 34857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169840.000000 Penalty: 110674.398438
Iteration 350Q: 34 clusters Score -1.371698e+08 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6458 members 
Mstep: Class 4 contains 41095 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 43987 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 42140 members 
Mstep: Class 10 contains 47601 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44698 members 
Mstep: Class 14 contains 17296 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 23291 members 
Mstep: Class 17 contains 25614 members 
Mstep: Class 18 contains 45819 members 
Mstep: Class 19 contains 24424 members 
Mstep: Class 20 contains 39596 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47576 members 
Mstep: Class 23 contains 28693 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46780 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 49707 members 
Mstep: Class 28 contains 2996 members 
Mstep: Class 29 contains 1757 members 
Mstep: Class 30 contains 30413 members 
Mstep: Class 31 contains 24683 members 
Mstep: Class 32 contains 52398 members 
Mstep: Class 33 contains 35596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169776.000000 Penalty: 110674.398438
Iteration 351Q: 34 clusters Score -1.371698e+08 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6458 members 
Mstep: Class 4 contains 41072 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 5506 members 
Mstep: Class 7 contains 44001 members 
Mstep: Class 8 contains 726 members 
Mstep: Class 9 contains 42127 members 
Mstep: Class 10 contains 47554 members 
Mstep: Class 11 contains 6876 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44671 members 
Mstep: Class 14 contains 17276 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 23057 members 
Mstep: Class 17 contains 25586 members 
Mstep: Class 18 contains 46015 members 
Mstep: Class 19 contains 24361 members 
Mstep: Class 20 contains 39616 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47508 members 
Mstep: Class 23 contains 28641 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46756 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 49910 members 
Mstep: Class 28 contains 2997 members 
Mstep: Class 29 contains 1757 members 
Mstep: Class 30 contains 30518 members 
Mstep: Class 31 contains 24419 members 
Mstep: Class 32 contains 52012 members 
Mstep: Class 33 contains 36300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170528.000000 Penalty: 110674.398438
Iteration 352Q: 34 clusters Score -1.371705e+08 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6460 members 
Mstep: Class 4 contains 41020 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5504 members 
Mstep: Class 7 contains 44004 members 
Mstep: Class 8 contains 727 members 
Mstep: Class 9 contains 42089 members 
Mstep: Class 10 contains 47517 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44626 members 
Mstep: Class 14 contains 17259 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 25552 members 
Mstep: Class 18 contains 46097 members 
Mstep: Class 19 contains 24310 members 
Mstep: Class 20 contains 39612 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47579 members 
Mstep: Class 23 contains 28604 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46760 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50050 members 
Mstep: Class 28 contains 3000 members 
Mstep: Class 29 contains 1756 members 
Mstep: Class 30 contains 30686 members 
Mstep: Class 31 contains 24163 members 
Mstep: Class 32 contains 51695 members 
Mstep: Class 33 contains 36950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170960.000000 Penalty: 110674.398438
Iteration 353Q: 34 clusters Score -1.37171e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 40972 members 
Mstep: Class 5 contains 4372 members 
Mstep: Class 6 contains 5499 members 
Mstep: Class 7 contains 44006 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 42030 members 
Mstep: Class 10 contains 47487 members 
Mstep: Class 11 contains 6870 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44591 members 
Mstep: Class 14 contains 17248 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22639 members 
Mstep: Class 17 contains 25532 members 
Mstep: Class 18 contains 46152 members 
Mstep: Class 19 contains 24246 members 
Mstep: Class 20 contains 39630 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47593 members 
Mstep: Class 23 contains 28554 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46727 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50244 members 
Mstep: Class 28 contains 3004 members 
Mstep: Class 29 contains 1755 members 
Mstep: Class 30 contains 30862 members 
Mstep: Class 31 contains 23928 members 
Mstep: Class 32 contains 51440 members 
Mstep: Class 33 contains 37524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171040.000000 Penalty: 110674.398438
Iteration 354Q: 34 clusters Score -1.37171e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 40926 members 
Mstep: Class 5 contains 4363 members 
Mstep: Class 6 contains 5494 members 
Mstep: Class 7 contains 43987 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 41982 members 
Mstep: Class 10 contains 47483 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44559 members 
Mstep: Class 14 contains 17242 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22463 members 
Mstep: Class 17 contains 25513 members 
Mstep: Class 18 contains 46160 members 
Mstep: Class 19 contains 24211 members 
Mstep: Class 20 contains 39622 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47551 members 
Mstep: Class 23 contains 28517 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46696 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50403 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1759 members 
Mstep: Class 30 contains 30974 members 
Mstep: Class 31 contains 23691 members 
Mstep: Class 32 contains 51338 members 
Mstep: Class 33 contains 38082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170976.000000 Penalty: 110674.398438
Iteration 355Q: 34 clusters Score -1.37171e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 40859 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 43955 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 41924 members 
Mstep: Class 10 contains 47516 members 
Mstep: Class 11 contains 6873 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44508 members 
Mstep: Class 14 contains 17224 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22303 members 
Mstep: Class 17 contains 25504 members 
Mstep: Class 18 contains 46235 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 39621 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47587 members 
Mstep: Class 23 contains 28472 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46674 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50465 members 
Mstep: Class 28 contains 3019 members 
Mstep: Class 29 contains 1762 members 
Mstep: Class 30 contains 31064 members 
Mstep: Class 31 contains 23465 members 
Mstep: Class 32 contains 51181 members 
Mstep: Class 33 contains 38632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170960.000000 Penalty: 110674.398438
Iteration 356Q: 34 clusters Score -1.37171e+08 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6494 members 
Mstep: Class 4 contains 40808 members 
Mstep: Class 5 contains 4359 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43918 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 41870 members 
Mstep: Class 10 contains 47551 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44472 members 
Mstep: Class 14 contains 17202 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22154 members 
Mstep: Class 17 contains 25497 members 
Mstep: Class 18 contains 46337 members 
Mstep: Class 19 contains 24145 members 
Mstep: Class 20 contains 39607 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47574 members 
Mstep: Class 23 contains 28444 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46672 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50469 members 
Mstep: Class 28 contains 3020 members 
Mstep: Class 29 contains 1764 members 
Mstep: Class 30 contains 31162 members 
Mstep: Class 31 contains 23264 members 
Mstep: Class 32 contains 50998 members 
Mstep: Class 33 contains 39212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171152.000000 Penalty: 110674.398438
Iteration 357Q: 34 clusters Score -1.371712e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 40758 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43862 members 
Mstep: Class 8 contains 728 members 
Mstep: Class 9 contains 41804 members 
Mstep: Class 10 contains 47595 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44445 members 
Mstep: Class 14 contains 17185 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 22014 members 
Mstep: Class 17 contains 25492 members 
Mstep: Class 18 contains 46416 members 
Mstep: Class 19 contains 24143 members 
Mstep: Class 20 contains 39593 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47562 members 
Mstep: Class 23 contains 28395 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46656 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 50486 members 
Mstep: Class 28 contains 3016 members 
Mstep: Class 29 contains 1766 members 
Mstep: Class 30 contains 31270 members 
Mstep: Class 31 contains 23064 members 
Mstep: Class 32 contains 50894 members 
Mstep: Class 33 contains 39723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170624.000000 Penalty: 110674.398438
Iteration 358Q: 34 clusters Score -1.371706e+08 nChanged 3113
Entering ConstructFrom: 
Score: -137170624.000000 Penalty: 110674.398438
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36444.988281 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36444.99 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -36734.511719 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36734.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36944.105469 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36944.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -37257.339844 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -37257.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -37364.859375 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37364.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37404.625000 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37404.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37416.199219 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -37416.199219 Penalty: 2997.145996
	Iteration 7F: 3 clusters Score -37416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 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 341 members 
Entering Unmasked Estep 
Score: -85217.851562 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85217.85 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -85623.578125 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85623.58 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85835.070312 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85835.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -86031.101562 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86031.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -86176.453125 Penalty: 3256.371582
	Iteration 4F: 3 clusters Score -86176.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86292.710938 Penalty: 3256.371582
	Iteration 5F: 3 clusters Score -86292.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -86354.976562 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86354.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -86401.437500 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86401.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86424.460938 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86424.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -86441.523438 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86441.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -86459.468750 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86459.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86462.328125 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86462.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -86462.328125 Penalty: 3256.371582
	Iteration 12F: 3 clusters Score -86462.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -1202645.500000 Penalty: 2177.559082
	Iteration 0F: 2 clusters Score -1202646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1197192.500000 Penalty: 4355.118164
	Iteration 0F: 3 clusters Score -1197192 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1198473.625000 Penalty: 4355.118164
	Iteration 1F: 3 clusters Score -1198474 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1198673.500000 Penalty: 4355.118164
	Iteration 2F: 3 clusters Score -1198674 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1198806.625000 Penalty: 4355.118164
	Iteration 3Q: 3 clusters Score -1198807 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1198902.750000 Penalty: 4355.118164
	Iteration 4Q: 3 clusters Score -1198903 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1198977.125000 Penalty: 4355.118164
	Iteration 5Q: 3 clusters Score -1198977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1199041.875000 Penalty: 4355.118164
	Iteration 6Q: 3 clusters Score -1199042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1199095.875000 Penalty: 4355.118164
	Iteration 7Q: 3 clusters Score -1199096 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1199135.250000 Penalty: 4355.118164
	Iteration 8Q: 3 clusters Score -1199135 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1199172.250000 Penalty: 4355.118164
	Iteration 9Q: 3 clusters Score -1199172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1199206.375000 Penalty: 4355.118164
	Iteration 10Q: 3 clusters Score -1199206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1199235.125000 Penalty: 4355.118164
	Iteration 11Q: 3 clusters Score -1199235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1199271.125000 Penalty: 4355.118164
	Iteration 12Q: 3 clusters Score -1199271 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1199308.750000 Penalty: 4355.118164
	Iteration 13Q: 3 clusters Score -1199309 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1199346.375000 Penalty: 4355.118164
	Iteration 14Q: 3 clusters Score -1199346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1199391.250000 Penalty: 4355.118164
	Iteration 15Q: 3 clusters Score -1199391 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1199447.125000 Penalty: 4355.118164
	Iteration 16Q: 3 clusters Score -1199447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1199528.500000 Penalty: 4355.118164
	Iteration 17Q: 3 clusters Score -1199528 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1199633.125000 Penalty: 4355.118164
	Iteration 18Q: 3 clusters Score -1199633 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1199755.875000 Penalty: 4355.118164
	Iteration 19Q: 3 clusters Score -1199756 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1199885.125000 Penalty: 4355.118164
	Iteration 20F: 3 clusters Score -1199885 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1200007.000000 Penalty: 4355.118164
	Iteration 21Q: 3 clusters Score -1200007 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1200126.500000 Penalty: 4355.118164
	Iteration 22Q: 3 clusters Score -1200126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1200233.125000 Penalty: 4355.118164
	Iteration 23Q: 3 clusters Score -1200233 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1200335.500000 Penalty: 4355.118164
	Iteration 24Q: 3 clusters Score -1200336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1200420.875000 Penalty: 4355.118164
	Iteration 25Q: 3 clusters Score -1200421 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1200488.250000 Penalty: 4355.118164
	Iteration 26Q: 3 clusters Score -1200488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1200527.000000 Penalty: 4355.118164
	Iteration 27Q: 3 clusters Score -1200527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1200565.875000 Penalty: 4355.118164
	Iteration 28Q: 3 clusters Score -1200566 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1200616.750000 Penalty: 4355.118164
	Iteration 29Q: 3 clusters Score -1200617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1200647.000000 Penalty: 4355.118164
	Iteration 30Q: 3 clusters Score -1200647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1200671.500000 Penalty: 4355.118164
	Iteration 31Q: 3 clusters Score -1200672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1200686.875000 Penalty: 4355.118164
	Iteration 32Q: 3 clusters Score -1200687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1200698.625000 Penalty: 4355.118164
	Iteration 33Q: 3 clusters Score -1200699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1200705.125000 Penalty: 4355.118164
	Iteration 34Q: 3 clusters Score -1200705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1200710.750000 Penalty: 4355.118164
	Iteration 35Q: 3 clusters Score -1200711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1200715.500000 Penalty: 4355.118164
	Iteration 36Q: 3 clusters Score -1200716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1200720.250000 Penalty: 4355.118164
	Iteration 37Q: 3 clusters Score -1200720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1200727.625000 Penalty: 4355.118164
	Iteration 38Q: 3 clusters Score -1200728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1200736.875000 Penalty: 4355.118164
	Iteration 39Q: 3 clusters Score -1200737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1200739.125000 Penalty: 4355.118164
	Iteration 40F: 3 clusters Score -1200739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1200741.625000 Penalty: 4355.118164
	Iteration 41Q: 3 clusters Score -1200742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1200742.000000 Penalty: 4355.118164
	Iteration 42Q: 3 clusters Score -1200742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1200745.375000 Penalty: 4355.118164
	Iteration 43Q: 3 clusters Score -1200745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1200749.375000 Penalty: 4355.118164
	Iteration 44Q: 3 clusters Score -1200749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1200754.500000 Penalty: 4355.118164
	Iteration 45Q: 3 clusters Score -1200754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1200755.750000 Penalty: 4355.118164
	Iteration 46Q: 3 clusters Score -1200756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1200755.750000 Penalty: 4355.118164
	Iteration 47Q: 3 clusters Score -1200756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1200756.125000 Penalty: 4355.118164
	Iteration 48Q: 3 clusters Score -1200756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1200757.875000 Penalty: 4355.118164
	Iteration 49Q: 3 clusters Score -1200758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1200763.500000 Penalty: 4355.118164
	Iteration 50Q: 3 clusters Score -1200764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1200766.250000 Penalty: 4355.118164
	Iteration 51Q: 3 clusters Score -1200766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1200766.250000 Penalty: 4355.118164
	Iteration 52Q: 3 clusters Score -1200766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1200766.250000 Penalty: 4355.118164
	Iteration 53F: 3 clusters Score -1200766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Entering Unmasked Estep 
Score: -7535083.500000 Penalty: 2632.243408
	Iteration 0F: 2 clusters Score -7535084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -7507901.000000 Penalty: 5264.486816
	Iteration 0F: 3 clusters Score -7507901 nChanged 18526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -7517938.000000 Penalty: 5264.486816
	Iteration 1F: 3 clusters Score -7517938 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -7518502.500000 Penalty: 5264.486816
	Iteration 2Q: 3 clusters Score -7518502 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -7519248.500000 Penalty: 5264.486816
	Iteration 3Q: 3 clusters Score -7519248 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -7520078.000000 Penalty: 5264.486816
	Iteration 4Q: 3 clusters Score -7520078 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -7521090.000000 Penalty: 5264.486816
	Iteration 5F: 3 clusters Score -7521090 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -7522394.500000 Penalty: 5264.486816
	Iteration 6F: 3 clusters Score -7522394 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7524056.000000 Penalty: 5264.486816
	Iteration 7F: 3 clusters Score -7524056 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7525979.500000 Penalty: 5264.486816
	Iteration 8F: 3 clusters Score -7525980 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -7527773.500000 Penalty: 5264.486816
	Iteration 9F: 3 clusters Score -7527774 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -7529270.000000 Penalty: 5264.486816
	Iteration 10Q: 3 clusters Score -7529270 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7530397.500000 Penalty: 5264.486816
	Iteration 11Q: 3 clusters Score -7530398 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7531230.000000 Penalty: 5264.486816
	Iteration 12Q: 3 clusters Score -7531230 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -7531787.500000 Penalty: 5264.486816
	Iteration 13Q: 3 clusters Score -7531788 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7532104.500000 Penalty: 5264.486816
	Iteration 14Q: 3 clusters Score -7532104 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7532315.000000 Penalty: 5264.486816
	Iteration 15Q: 3 clusters Score -7532315 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7532495.000000 Penalty: 5264.486816
	Iteration 16Q: 3 clusters Score -7532495 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7532569.500000 Penalty: 5264.486816
	Iteration 17Q: 3 clusters Score -7532570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -7532621.000000 Penalty: 5264.486816
	Iteration 18Q: 3 clusters Score -7532621 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -7532643.500000 Penalty: 5264.486816
	Iteration 19Q: 3 clusters Score -7532644 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7532681.000000 Penalty: 5264.486816
	Iteration 20F: 3 clusters Score -7532681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 38586 members 
Entering Unmasked Estep 
Score: -7532695.500000 Penalty: 5264.486816
	Iteration 21Q: 3 clusters Score -7532696 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7532729.000000 Penalty: 5264.486816
	Iteration 22Q: 3 clusters Score -7532729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7532740.500000 Penalty: 5264.486816
	Iteration 23Q: 3 clusters Score -7532740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7532749.000000 Penalty: 5264.486816
	Iteration 24Q: 3 clusters Score -7532749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -7532768.000000 Penalty: 5264.486816
	Iteration 25Q: 3 clusters Score -7532768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7532760.500000 Penalty: 5264.486816
	Iteration 26Q: 3 clusters Score -7532760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7532757.500000 Penalty: 5264.486816
	Iteration 27Q: 3 clusters Score -7532758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -7532765.000000 Penalty: 5264.486816
	Iteration 28Q: 3 clusters Score -7532765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -7532771.000000 Penalty: 5264.486816
	Iteration 29Q: 3 clusters Score -7532771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7532764.500000 Penalty: 5264.486816
	Iteration 30Q: 3 clusters Score -7532764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7532771.000000 Penalty: 5264.486816
	Iteration 31Q: 3 clusters Score -7532771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7532784.000000 Penalty: 5264.486816
	Iteration 32Q: 3 clusters Score -7532784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -7532784.500000 Penalty: 5264.486816
	Iteration 33Q: 3 clusters Score -7532784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -7532781.000000 Penalty: 5264.486816
	Iteration 34Q: 3 clusters Score -7532781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -7532782.500000 Penalty: 5264.486816
	Iteration 35Q: 3 clusters Score -7532782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7532784.000000 Penalty: 5264.486816
	Iteration 36Q: 3 clusters Score -7532784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -7532789.000000 Penalty: 5264.486816
	Iteration 37Q: 3 clusters Score -7532789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -7532784.500000 Penalty: 5264.486816
	Iteration 38Q: 3 clusters Score -7532784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -7532779.500000 Penalty: 5264.486816
	Iteration 39Q: 3 clusters Score -7532780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7532793.000000 Penalty: 5264.486816
	Iteration 40F: 3 clusters Score -7532793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7532797.500000 Penalty: 5264.486816
	Iteration 41Q: 3 clusters Score -7532798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7532791.000000 Penalty: 5264.486816
	Iteration 42Q: 3 clusters Score -7532791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7532790.500000 Penalty: 5264.486816
	Iteration 43Q: 3 clusters Score -7532790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -7532794.500000 Penalty: 5264.486816
	Iteration 44Q: 3 clusters Score -7532794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7532796.500000 Penalty: 5264.486816
	Iteration 45Q: 3 clusters Score -7532796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7532800.500000 Penalty: 5264.486816
	Iteration 46Q: 3 clusters Score -7532800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7532803.500000 Penalty: 5264.486816
	Iteration 47Q: 3 clusters Score -7532804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -7532807.500000 Penalty: 5264.486816
	Iteration 48Q: 3 clusters Score -7532808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -7532807.000000 Penalty: 5264.486816
	Iteration 49Q: 3 clusters Score -7532807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7532818.500000 Penalty: 5264.486816
	Iteration 50Q: 3 clusters Score -7532818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38987 members 
Entering Unmasked Estep 
Score: -7532822.000000 Penalty: 5264.486816
	Iteration 51Q: 3 clusters Score -7532822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -7532826.500000 Penalty: 5264.486816
	Iteration 52Q: 3 clusters Score -7532826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7532834.500000 Penalty: 5264.486816
	Iteration 53Q: 3 clusters Score -7532834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7532829.000000 Penalty: 5264.486816
	Iteration 54Q: 3 clusters Score -7532829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7532836.500000 Penalty: 5264.486816
	Iteration 55Q: 3 clusters Score -7532836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -7532835.500000 Penalty: 5264.486816
	Iteration 56Q: 3 clusters Score -7532836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7532843.500000 Penalty: 5264.486816
	Iteration 57Q: 3 clusters Score -7532844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7532835.500000 Penalty: 5264.486816
	Iteration 58Q: 3 clusters Score -7532836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -7532839.000000 Penalty: 5264.486816
	Iteration 59Q: 3 clusters Score -7532839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7532838.500000 Penalty: 5264.486816
	Iteration 60F: 3 clusters Score -7532838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7532836.500000 Penalty: 5264.486816
	Iteration 61Q: 3 clusters Score -7532836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -7532836.500000 Penalty: 5264.486816
	Iteration 62Q: 3 clusters Score -7532836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7532840.000000 Penalty: 5264.486816
	Iteration 63Q: 3 clusters Score -7532840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -7532838.000000 Penalty: 5264.486816
	Iteration 64Q: 3 clusters Score -7532838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7532839.500000 Penalty: 5264.486816
	Iteration 65Q: 3 clusters Score -7532840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7532840.000000 Penalty: 5264.486816
	Iteration 66Q: 3 clusters Score -7532840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -7532843.500000 Penalty: 5264.486816
	Iteration 67Q: 3 clusters Score -7532844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -7532842.000000 Penalty: 5264.486816
	Iteration 68Q: 3 clusters Score -7532842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7532847.000000 Penalty: 5264.486816
	Iteration 69Q: 3 clusters Score -7532847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -7532847.500000 Penalty: 5264.486816
	Iteration 70Q: 3 clusters Score -7532848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7532843.000000 Penalty: 5264.486816
	Iteration 71Q: 3 clusters Score -7532843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7532840.500000 Penalty: 5264.486816
	Iteration 72Q: 3 clusters Score -7532840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7532840.500000 Penalty: 5264.486816
	Iteration 73F: 3 clusters Score -7532840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -807582.875000 Penalty: 2078.068848
	Iteration 0F: 2 clusters Score -807582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -803464.562500 Penalty: 4156.137695
	Iteration 0F: 3 clusters Score -803464.6 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -804449.812500 Penalty: 4156.137695
	Iteration 1F: 3 clusters Score -804449.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -804680.500000 Penalty: 4156.137695
	Iteration 2F: 3 clusters Score -804680.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -804817.187500 Penalty: 4156.137695
	Iteration 3F: 3 clusters Score -804817.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -804913.687500 Penalty: 4156.137695
	Iteration 4Q: 3 clusters Score -804913.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -804987.875000 Penalty: 4156.137695
	Iteration 5Q: 3 clusters Score -804987.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -805064.000000 Penalty: 4156.137695
	Iteration 6Q: 3 clusters Score -805064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -805130.000000 Penalty: 4156.137695
	Iteration 7Q: 3 clusters Score -805130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -805187.875000 Penalty: 4156.137695
	Iteration 8Q: 3 clusters Score -805187.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -805245.312500 Penalty: 4156.137695
	Iteration 9Q: 3 clusters Score -805245.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -805299.562500 Penalty: 4156.137695
	Iteration 10Q: 3 clusters Score -805299.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -805353.500000 Penalty: 4156.137695
	Iteration 11Q: 3 clusters Score -805353.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -805411.562500 Penalty: 4156.137695
	Iteration 12Q: 3 clusters Score -805411.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -805465.812500 Penalty: 4156.137695
	Iteration 13Q: 3 clusters Score -805465.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -805512.437500 Penalty: 4156.137695
	Iteration 14Q: 3 clusters Score -805512.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -805564.500000 Penalty: 4156.137695
	Iteration 15Q: 3 clusters Score -805564.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -805611.375000 Penalty: 4156.137695
	Iteration 16Q: 3 clusters Score -805611.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -805650.125000 Penalty: 4156.137695
	Iteration 17Q: 3 clusters Score -805650.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -805671.437500 Penalty: 4156.137695
	Iteration 18Q: 3 clusters Score -805671.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -805688.312500 Penalty: 4156.137695
	Iteration 19Q: 3 clusters Score -805688.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -805705.687500 Penalty: 4156.137695
	Iteration 20F: 3 clusters Score -805705.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -805725.875000 Penalty: 4156.137695
	Iteration 21Q: 3 clusters Score -805725.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -805745.750000 Penalty: 4156.137695
	Iteration 22Q: 3 clusters Score -805745.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -805763.375000 Penalty: 4156.137695
	Iteration 23Q: 3 clusters Score -805763.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -805789.062500 Penalty: 4156.137695
	Iteration 24Q: 3 clusters Score -805789.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -805808.375000 Penalty: 4156.137695
	Iteration 25Q: 3 clusters Score -805808.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -805832.687500 Penalty: 4156.137695
	Iteration 26Q: 3 clusters Score -805832.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -805857.375000 Penalty: 4156.137695
	Iteration 27Q: 3 clusters Score -805857.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -805880.375000 Penalty: 4156.137695
	Iteration 28Q: 3 clusters Score -805880.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -805898.937500 Penalty: 4156.137695
	Iteration 29Q: 3 clusters Score -805898.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -805916.687500 Penalty: 4156.137695
	Iteration 30Q: 3 clusters Score -805916.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -805928.875000 Penalty: 4156.137695
	Iteration 31Q: 3 clusters Score -805928.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -805940.500000 Penalty: 4156.137695
	Iteration 32Q: 3 clusters Score -805940.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -805949.250000 Penalty: 4156.137695
	Iteration 33Q: 3 clusters Score -805949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -805956.687500 Penalty: 4156.137695
	Iteration 34Q: 3 clusters Score -805956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -805959.812500 Penalty: 4156.137695
	Iteration 35Q: 3 clusters Score -805959.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -805965.750000 Penalty: 4156.137695
	Iteration 36Q: 3 clusters Score -805965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -805969.625000 Penalty: 4156.137695
	Iteration 37Q: 3 clusters Score -805969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -805977.062500 Penalty: 4156.137695
	Iteration 38Q: 3 clusters Score -805977.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -805986.687500 Penalty: 4156.137695
	Iteration 39Q: 3 clusters Score -805986.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -805991.187500 Penalty: 4156.137695
	Iteration 40F: 3 clusters Score -805991.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -805996.125000 Penalty: 4156.137695
	Iteration 41Q: 3 clusters Score -805996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -806001.250000 Penalty: 4156.137695
	Iteration 42Q: 3 clusters Score -806001.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -806005.687500 Penalty: 4156.137695
	Iteration 43Q: 3 clusters Score -806005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -806008.750000 Penalty: 4156.137695
	Iteration 44Q: 3 clusters Score -806008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -806008.312500 Penalty: 4156.137695
	Iteration 45Q: 3 clusters Score -806008.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -806011.062500 Penalty: 4156.137695
	Iteration 46Q: 3 clusters Score -806011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -806013.875000 Penalty: 4156.137695
	Iteration 47Q: 3 clusters Score -806013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -806013.875000 Penalty: 4156.137695
	Iteration 48Q: 3 clusters Score -806013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -806015.187500 Penalty: 4156.137695
	Iteration 49Q: 3 clusters Score -806015.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -806016.312500 Penalty: 4156.137695
	Iteration 50Q: 3 clusters Score -806016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -806016.312500 Penalty: 4156.137695
	Iteration 51F: 3 clusters Score -806016.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -1026456.562500 Penalty: 2135.810547
	Iteration 0F: 2 clusters Score -1026457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1021588.875000 Penalty: 4271.621094
	Iteration 0F: 3 clusters Score -1021589 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1022680.312500 Penalty: 4271.621094
	Iteration 1F: 3 clusters Score -1022680 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1022880.875000 Penalty: 4271.621094
	Iteration 2F: 3 clusters Score -1022881 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1023028.000000 Penalty: 4271.621094
	Iteration 3F: 3 clusters Score -1023028 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1023161.000000 Penalty: 4271.621094
	Iteration 4Q: 3 clusters Score -1023161 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1023273.937500 Penalty: 4271.621094
	Iteration 5Q: 3 clusters Score -1023274 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1023349.562500 Penalty: 4271.621094
	Iteration 6Q: 3 clusters Score -1023350 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1023419.687500 Penalty: 4271.621094
	Iteration 7Q: 3 clusters Score -1023420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1023476.312500 Penalty: 4271.621094
	Iteration 8Q: 3 clusters Score -1023476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1023517.937500 Penalty: 4271.621094
	Iteration 9Q: 3 clusters Score -1023518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1023554.500000 Penalty: 4271.621094
	Iteration 10Q: 3 clusters Score -1023554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1023587.562500 Penalty: 4271.621094
	Iteration 11Q: 3 clusters Score -1023588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1023615.312500 Penalty: 4271.621094
	Iteration 12Q: 3 clusters Score -1023615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1023641.437500 Penalty: 4271.621094
	Iteration 13Q: 3 clusters Score -1023641 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1023659.875000 Penalty: 4271.621094
	Iteration 14Q: 3 clusters Score -1023660 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1023676.875000 Penalty: 4271.621094
	Iteration 15Q: 3 clusters Score -1023677 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1023695.062500 Penalty: 4271.621094
	Iteration 16Q: 3 clusters Score -1023695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1023715.937500 Penalty: 4271.621094
	Iteration 17Q: 3 clusters Score -1023716 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1023738.937500 Penalty: 4271.621094
	Iteration 18Q: 3 clusters Score -1023739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1023768.687500 Penalty: 4271.621094
	Iteration 19Q: 3 clusters Score -1023769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1023799.375000 Penalty: 4271.621094
	Iteration 20F: 3 clusters Score -1023799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1023827.937500 Penalty: 4271.621094
	Iteration 21Q: 3 clusters Score -1023828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1023858.125000 Penalty: 4271.621094
	Iteration 22Q: 3 clusters Score -1023858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1023897.937500 Penalty: 4271.621094
	Iteration 23Q: 3 clusters Score -1023898 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1023934.000000 Penalty: 4271.621094
	Iteration 24Q: 3 clusters Score -1023934 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1023972.250000 Penalty: 4271.621094
	Iteration 25Q: 3 clusters Score -1023972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1024016.812500 Penalty: 4271.621094
	Iteration 26Q: 3 clusters Score -1024017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1024058.187500 Penalty: 4271.621094
	Iteration 27Q: 3 clusters Score -1024058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1024106.500000 Penalty: 4271.621094
	Iteration 28Q: 3 clusters Score -1024106 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1024149.437500 Penalty: 4271.621094
	Iteration 29Q: 3 clusters Score -1024149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1024202.437500 Penalty: 4271.621094
	Iteration 30Q: 3 clusters Score -1024202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1024251.875000 Penalty: 4271.621094
	Iteration 31Q: 3 clusters Score -1024252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1024304.187500 Penalty: 4271.621094
	Iteration 32Q: 3 clusters Score -1024304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1024369.625000 Penalty: 4271.621094
	Iteration 33Q: 3 clusters Score -1024370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1024436.312500 Penalty: 4271.621094
	Iteration 34Q: 3 clusters Score -1024436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1024489.125000 Penalty: 4271.621094
	Iteration 35Q: 3 clusters Score -1024489 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1024550.000000 Penalty: 4271.621094
	Iteration 36Q: 3 clusters Score -1024550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1024592.625000 Penalty: 4271.621094
	Iteration 37Q: 3 clusters Score -1024593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1024634.562500 Penalty: 4271.621094
	Iteration 38Q: 3 clusters Score -1024635 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1024667.562500 Penalty: 4271.621094
	Iteration 39Q: 3 clusters Score -1024668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1024697.125000 Penalty: 4271.621094
	Iteration 40F: 3 clusters Score -1024697 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1024721.187500 Penalty: 4271.621094
	Iteration 41Q: 3 clusters Score -1024721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1024743.187500 Penalty: 4271.621094
	Iteration 42Q: 3 clusters Score -1024743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1024762.937500 Penalty: 4271.621094
	Iteration 43Q: 3 clusters Score -1024763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1024769.062500 Penalty: 4271.621094
	Iteration 44Q: 3 clusters Score -1024769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1024778.625000 Penalty: 4271.621094
	Iteration 45Q: 3 clusters Score -1024779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1024780.187500 Penalty: 4271.621094
	Iteration 46Q: 3 clusters Score -1024780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1024782.500000 Penalty: 4271.621094
	Iteration 47Q: 3 clusters Score -1024782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1024782.062500 Penalty: 4271.621094
	Iteration 48Q: 3 clusters Score -1024782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1024784.937500 Penalty: 4271.621094
	Iteration 49Q: 3 clusters Score -1024785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1024785.125000 Penalty: 4271.621094
	Iteration 50Q: 3 clusters Score -1024785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1024786.437500 Penalty: 4271.621094
	Iteration 51Q: 3 clusters Score -1024786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1024786.812500 Penalty: 4271.621094
	Iteration 52Q: 3 clusters Score -1024787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1024786.812500 Penalty: 4271.621094
	Iteration 53F: 3 clusters Score -1024787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Entering Unmasked Estep 
Score: -8188213.000000 Penalty: 2650.382080
	Iteration 0F: 2 clusters Score -8188213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8159254.000000 Penalty: 5300.764160
	Iteration 0F: 3 clusters Score -8159254 nChanged 20003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8170372.500000 Penalty: 5300.764160
	Iteration 1F: 3 clusters Score -8170372 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8171228.500000 Penalty: 5300.764160
	Iteration 2Q: 3 clusters Score -8171228 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8172445.500000 Penalty: 5300.764160
	Iteration 3Q: 3 clusters Score -8172446 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -8173873.000000 Penalty: 5300.764160
	Iteration 4F: 3 clusters Score -8173873 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8175614.000000 Penalty: 5300.764160
	Iteration 5F: 3 clusters Score -8175614 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8177599.500000 Penalty: 5300.764160
	Iteration 6F: 3 clusters Score -8177600 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8179590.000000 Penalty: 5300.764160
	Iteration 7F: 3 clusters Score -8179590 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -8181447.000000 Penalty: 5300.764160
	Iteration 8F: 3 clusters Score -8181447 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8182743.000000 Penalty: 5300.764160
	Iteration 9F: 3 clusters Score -8182743 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8183636.500000 Penalty: 5300.764160
	Iteration 10Q: 3 clusters Score -8183636 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -8184148.500000 Penalty: 5300.764160
	Iteration 11Q: 3 clusters Score -8184148 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -8184566.000000 Penalty: 5300.764160
	Iteration 12Q: 3 clusters Score -8184566 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -8184824.000000 Penalty: 5300.764160
	Iteration 13Q: 3 clusters Score -8184824 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8185067.000000 Penalty: 5300.764160
	Iteration 14Q: 3 clusters Score -8185067 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -8185258.000000 Penalty: 5300.764160
	Iteration 15Q: 3 clusters Score -8185258 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -8185360.000000 Penalty: 5300.764160
	Iteration 16Q: 3 clusters Score -8185360 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -8185418.500000 Penalty: 5300.764160
	Iteration 17Q: 3 clusters Score -8185418 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -8185500.500000 Penalty: 5300.764160
	Iteration 18Q: 3 clusters Score -8185500 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -8185529.000000 Penalty: 5300.764160
	Iteration 19Q: 3 clusters Score -8185529 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -8185604.500000 Penalty: 5300.764160
	Iteration 20F: 3 clusters Score -8185604 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -8185634.500000 Penalty: 5300.764160
	Iteration 21Q: 3 clusters Score -8185634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -8185643.500000 Penalty: 5300.764160
	Iteration 22Q: 3 clusters Score -8185644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -8185643.500000 Penalty: 5300.764160
	Iteration 23Q: 3 clusters Score -8185644 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -8185655.500000 Penalty: 5300.764160
	Iteration 24Q: 3 clusters Score -8185656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -8185676.000000 Penalty: 5300.764160
	Iteration 25Q: 3 clusters Score -8185676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -8185691.500000 Penalty: 5300.764160
	Iteration 26Q: 3 clusters Score -8185692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -8185695.500000 Penalty: 5300.764160
	Iteration 27Q: 3 clusters Score -8185696 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -8185701.500000 Penalty: 5300.764160
	Iteration 28Q: 3 clusters Score -8185702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -8185712.500000 Penalty: 5300.764160
	Iteration 29Q: 3 clusters Score -8185712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -8185726.000000 Penalty: 5300.764160
	Iteration 30Q: 3 clusters Score -8185726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -8185708.500000 Penalty: 5300.764160
	Iteration 31Q: 3 clusters Score -8185708 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8185719.500000 Penalty: 5300.764160
	Iteration 32Q: 3 clusters Score -8185720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8185711.500000 Penalty: 5300.764160
	Iteration 33Q: 3 clusters Score -8185712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -8185708.500000 Penalty: 5300.764160
	Iteration 34Q: 3 clusters Score -8185708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8185705.500000 Penalty: 5300.764160
	Iteration 35Q: 3 clusters Score -8185706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8185703.500000 Penalty: 5300.764160
	Iteration 36Q: 3 clusters Score -8185704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -8185704.000000 Penalty: 5300.764160
	Iteration 37Q: 3 clusters Score -8185704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -8185716.500000 Penalty: 5300.764160
	Iteration 38Q: 3 clusters Score -8185716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8185719.000000 Penalty: 5300.764160
	Iteration 39Q: 3 clusters Score -8185719 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -8185728.500000 Penalty: 5300.764160
	Iteration 40F: 3 clusters Score -8185728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -8185707.000000 Penalty: 5300.764160
	Iteration 41Q: 3 clusters Score -8185707 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -8185717.500000 Penalty: 5300.764160
	Iteration 42Q: 3 clusters Score -8185718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -8185733.500000 Penalty: 5300.764160
	Iteration 43Q: 3 clusters Score -8185734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -8185746.500000 Penalty: 5300.764160
	Iteration 44Q: 3 clusters Score -8185746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -8185740.000000 Penalty: 5300.764160
	Iteration 45Q: 3 clusters Score -8185740 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -8185766.000000 Penalty: 5300.764160
	Iteration 46Q: 3 clusters Score -8185766 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8185759.000000 Penalty: 5300.764160
	Iteration 47Q: 3 clusters Score -8185759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -8185766.000000 Penalty: 5300.764160
	Iteration 48Q: 3 clusters Score -8185766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -8185765.500000 Penalty: 5300.764160
	Iteration 49Q: 3 clusters Score -8185766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -8185761.500000 Penalty: 5300.764160
	Iteration 50Q: 3 clusters Score -8185762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -8185763.000000 Penalty: 5300.764160
	Iteration 51Q: 3 clusters Score -8185763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8185766.000000 Penalty: 5300.764160
	Iteration 52Q: 3 clusters Score -8185766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -8185779.500000 Penalty: 5300.764160
	Iteration 53Q: 3 clusters Score -8185780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8185783.000000 Penalty: 5300.764160
	Iteration 54Q: 3 clusters Score -8185783 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8185778.000000 Penalty: 5300.764160
	Iteration 55Q: 3 clusters Score -8185778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8185776.000000 Penalty: 5300.764160
	Iteration 56Q: 3 clusters Score -8185776 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -8185777.000000 Penalty: 5300.764160
	Iteration 57Q: 3 clusters Score -8185777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -8185786.000000 Penalty: 5300.764160
	Iteration 58Q: 3 clusters Score -8185786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -8185780.500000 Penalty: 5300.764160
	Iteration 59Q: 3 clusters Score -8185780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -8185789.000000 Penalty: 5300.764160
	Iteration 60F: 3 clusters Score -8185789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -8185784.500000 Penalty: 5300.764160
	Iteration 61Q: 3 clusters Score -8185784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -8185791.000000 Penalty: 5300.764160
	Iteration 62Q: 3 clusters Score -8185791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8185800.500000 Penalty: 5300.764160
	Iteration 63Q: 3 clusters Score -8185800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -8185827.000000 Penalty: 5300.764160
	Iteration 64Q: 3 clusters Score -8185827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -8185844.500000 Penalty: 5300.764160
	Iteration 65Q: 3 clusters Score -8185844 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -8185859.500000 Penalty: 5300.764160
	Iteration 66Q: 3 clusters Score -8185860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -8185840.000000 Penalty: 5300.764160
	Iteration 67Q: 3 clusters Score -8185840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -8185839.000000 Penalty: 5300.764160
	Iteration 68Q: 3 clusters Score -8185839 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -8185850.000000 Penalty: 5300.764160
	Iteration 69Q: 3 clusters Score -8185850 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -8185862.500000 Penalty: 5300.764160
	Iteration 70Q: 3 clusters Score -8185862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -8185852.500000 Penalty: 5300.764160
	Iteration 71Q: 3 clusters Score -8185852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -8185866.000000 Penalty: 5300.764160
	Iteration 72Q: 3 clusters Score -8185866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -8185840.000000 Penalty: 5300.764160
	Iteration 73Q: 3 clusters Score -8185840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -8185838.500000 Penalty: 5300.764160
	Iteration 74Q: 3 clusters Score -8185838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -8185833.000000 Penalty: 5300.764160
	Iteration 75Q: 3 clusters Score -8185833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -8185861.000000 Penalty: 5300.764160
	Iteration 76Q: 3 clusters Score -8185861 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -8185866.500000 Penalty: 5300.764160
	Iteration 77Q: 3 clusters Score -8185866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8185870.500000 Penalty: 5300.764160
	Iteration 78Q: 3 clusters Score -8185870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -8185890.500000 Penalty: 5300.764160
	Iteration 79Q: 3 clusters Score -8185890 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8185891.500000 Penalty: 5300.764160
	Iteration 80F: 3 clusters Score -8185892 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -8185911.000000 Penalty: 5300.764160
	Iteration 81Q: 3 clusters Score -8185911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -8185893.500000 Penalty: 5300.764160
	Iteration 82Q: 3 clusters Score -8185894 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8185898.500000 Penalty: 5300.764160
	Iteration 83Q: 3 clusters Score -8185898 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -8185916.000000 Penalty: 5300.764160
	Iteration 84Q: 3 clusters Score -8185916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -8185937.000000 Penalty: 5300.764160
	Iteration 85Q: 3 clusters Score -8185937 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -8185947.000000 Penalty: 5300.764160
	Iteration 86Q: 3 clusters Score -8185947 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27615 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -8185961.500000 Penalty: 5300.764160
	Iteration 87Q: 3 clusters Score -8185962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -8185965.500000 Penalty: 5300.764160
	Iteration 88Q: 3 clusters Score -8185966 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -8185961.500000 Penalty: 5300.764160
	Iteration 89Q: 3 clusters Score -8185962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -8185992.000000 Penalty: 5300.764160
	Iteration 90Q: 3 clusters Score -8185992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -8186024.000000 Penalty: 5300.764160
	Iteration 91Q: 3 clusters Score -8186024 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -8186027.000000 Penalty: 5300.764160
	Iteration 92Q: 3 clusters Score -8186027 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -8186035.000000 Penalty: 5300.764160
	Iteration 93Q: 3 clusters Score -8186035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -8186035.500000 Penalty: 5300.764160
	Iteration 94Q: 3 clusters Score -8186036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -8186029.000000 Penalty: 5300.764160
	Iteration 95Q: 3 clusters Score -8186029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -8186043.000000 Penalty: 5300.764160
	Iteration 96Q: 3 clusters Score -8186043 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -8186065.000000 Penalty: 5300.764160
	Iteration 97Q: 3 clusters Score -8186065 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -8186072.000000 Penalty: 5300.764160
	Iteration 98Q: 3 clusters Score -8186072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8186106.500000 Penalty: 5300.764160
	Iteration 99Q: 3 clusters Score -8186106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -8186121.000000 Penalty: 5300.764160
	Iteration 100F: 3 clusters Score -8186121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -8186132.000000 Penalty: 5300.764160
	Iteration 101Q: 3 clusters Score -8186132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -8186140.000000 Penalty: 5300.764160
	Iteration 102Q: 3 clusters Score -8186140 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -8186164.000000 Penalty: 5300.764160
	Iteration 103Q: 3 clusters Score -8186164 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8186188.500000 Penalty: 5300.764160
	Iteration 104Q: 3 clusters Score -8186188 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -8186217.500000 Penalty: 5300.764160
	Iteration 105Q: 3 clusters Score -8186218 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -8186228.500000 Penalty: 5300.764160
	Iteration 106Q: 3 clusters Score -8186228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -8186243.000000 Penalty: 5300.764160
	Iteration 107Q: 3 clusters Score -8186243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -8186254.500000 Penalty: 5300.764160
	Iteration 108Q: 3 clusters Score -8186254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -8186251.000000 Penalty: 5300.764160
	Iteration 109Q: 3 clusters Score -8186251 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -8186246.000000 Penalty: 5300.764160
	Iteration 110Q: 3 clusters Score -8186246 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -8186261.500000 Penalty: 5300.764160
	Iteration 111Q: 3 clusters Score -8186262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -8186274.500000 Penalty: 5300.764160
	Iteration 112Q: 3 clusters Score -8186274 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8186261.000000 Penalty: 5300.764160
	Iteration 113Q: 3 clusters Score -8186261 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -8186269.000000 Penalty: 5300.764160
	Iteration 114Q: 3 clusters Score -8186269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -8186272.500000 Penalty: 5300.764160
	Iteration 115Q: 3 clusters Score -8186272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8186289.000000 Penalty: 5300.764160
	Iteration 116Q: 3 clusters Score -8186289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -8186277.500000 Penalty: 5300.764160
	Iteration 117Q: 3 clusters Score -8186278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -8186316.500000 Penalty: 5300.764160
	Iteration 118Q: 3 clusters Score -8186316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -8186306.500000 Penalty: 5300.764160
	Iteration 119Q: 3 clusters Score -8186306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -8186321.000000 Penalty: 5300.764160
	Iteration 120F: 3 clusters Score -8186321 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -8186326.000000 Penalty: 5300.764160
	Iteration 121Q: 3 clusters Score -8186326 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -8186318.000000 Penalty: 5300.764160
	Iteration 122Q: 3 clusters Score -8186318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -8186339.500000 Penalty: 5300.764160
	Iteration 123Q: 3 clusters Score -8186340 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8186340.000000 Penalty: 5300.764160
	Iteration 124Q: 3 clusters Score -8186340 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -8186353.000000 Penalty: 5300.764160
	Iteration 125Q: 3 clusters Score -8186353 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -8186373.500000 Penalty: 5300.764160
	Iteration 126Q: 3 clusters Score -8186374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -8186378.000000 Penalty: 5300.764160
	Iteration 127Q: 3 clusters Score -8186378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8186398.000000 Penalty: 5300.764160
	Iteration 128Q: 3 clusters Score -8186398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -8186375.500000 Penalty: 5300.764160
	Iteration 129Q: 3 clusters Score -8186376 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -8186375.000000 Penalty: 5300.764160
	Iteration 130Q: 3 clusters Score -8186375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -8186388.500000 Penalty: 5300.764160
	Iteration 131Q: 3 clusters Score -8186388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -8186393.500000 Penalty: 5300.764160
	Iteration 132Q: 3 clusters Score -8186394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -8186418.000000 Penalty: 5300.764160
	Iteration 133Q: 3 clusters Score -8186418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -8186417.000000 Penalty: 5300.764160
	Iteration 134Q: 3 clusters Score -8186417 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -8186416.000000 Penalty: 5300.764160
	Iteration 135Q: 3 clusters Score -8186416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -8186427.000000 Penalty: 5300.764160
	Iteration 136Q: 3 clusters Score -8186427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8186431.500000 Penalty: 5300.764160
	Iteration 137Q: 3 clusters Score -8186432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -8186430.500000 Penalty: 5300.764160
	Iteration 138Q: 3 clusters Score -8186430 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -8186429.000000 Penalty: 5300.764160
	Iteration 139Q: 3 clusters Score -8186429 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -8186431.500000 Penalty: 5300.764160
	Iteration 140F: 3 clusters Score -8186432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -8186444.000000 Penalty: 5300.764160
	Iteration 141Q: 3 clusters Score -8186444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -8186448.000000 Penalty: 5300.764160
	Iteration 142Q: 3 clusters Score -8186448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -8186460.000000 Penalty: 5300.764160
	Iteration 143Q: 3 clusters Score -8186460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -8186449.500000 Penalty: 5300.764160
	Iteration 144Q: 3 clusters Score -8186450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8186461.000000 Penalty: 5300.764160
	Iteration 145Q: 3 clusters Score -8186461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -8186462.500000 Penalty: 5300.764160
	Iteration 146Q: 3 clusters Score -8186462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -8186456.500000 Penalty: 5300.764160
	Iteration 147Q: 3 clusters Score -8186456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -8186480.000000 Penalty: 5300.764160
	Iteration 148Q: 3 clusters Score -8186480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -8186488.500000 Penalty: 5300.764160
	Iteration 149Q: 3 clusters Score -8186488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -8186489.500000 Penalty: 5300.764160
	Iteration 150Q: 3 clusters Score -8186490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -8186494.500000 Penalty: 5300.764160
	Iteration 151Q: 3 clusters Score -8186494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8186497.500000 Penalty: 5300.764160
	Iteration 152Q: 3 clusters Score -8186498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -8186500.000000 Penalty: 5300.764160
	Iteration 153Q: 3 clusters Score -8186500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -8186498.000000 Penalty: 5300.764160
	Iteration 154Q: 3 clusters Score -8186498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -8186489.000000 Penalty: 5300.764160
	Iteration 155Q: 3 clusters Score -8186489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -8186492.500000 Penalty: 5300.764160
	Iteration 156Q: 3 clusters Score -8186492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -8186495.500000 Penalty: 5300.764160
	Iteration 157Q: 3 clusters Score -8186496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -8186492.500000 Penalty: 5300.764160
	Iteration 158Q: 3 clusters Score -8186492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -8186497.500000 Penalty: 5300.764160
	Iteration 159Q: 3 clusters Score -8186498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8186499.500000 Penalty: 5300.764160
	Iteration 160F: 3 clusters Score -8186500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8186501.500000 Penalty: 5300.764160
	Iteration 161Q: 3 clusters Score -8186502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -8186505.500000 Penalty: 5300.764160
	Iteration 162Q: 3 clusters Score -8186506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -8186503.500000 Penalty: 5300.764160
	Iteration 163Q: 3 clusters Score -8186504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -8186500.500000 Penalty: 5300.764160
	Iteration 164Q: 3 clusters Score -8186500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -8186497.000000 Penalty: 5300.764160
	Iteration 165Q: 3 clusters Score -8186497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -8186480.000000 Penalty: 5300.764160
	Iteration 166Q: 3 clusters Score -8186480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -8186483.500000 Penalty: 5300.764160
	Iteration 167Q: 3 clusters Score -8186484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -8186477.000000 Penalty: 5300.764160
	Iteration 168Q: 3 clusters Score -8186477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -8186482.000000 Penalty: 5300.764160
	Iteration 169Q: 3 clusters Score -8186482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -8186497.500000 Penalty: 5300.764160
	Iteration 170Q: 3 clusters Score -8186498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -8186496.000000 Penalty: 5300.764160
	Iteration 171Q: 3 clusters Score -8186496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -8186489.000000 Penalty: 5300.764160
	Iteration 172Q: 3 clusters Score -8186489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -8186485.500000 Penalty: 5300.764160
	Iteration 173Q: 3 clusters Score -8186486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8186482.500000 Penalty: 5300.764160
	Iteration 174Q: 3 clusters Score -8186482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -8186490.000000 Penalty: 5300.764160
	Iteration 175Q: 3 clusters Score -8186490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -8186502.000000 Penalty: 5300.764160
	Iteration 176Q: 3 clusters Score -8186502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -8186503.500000 Penalty: 5300.764160
	Iteration 177Q: 3 clusters Score -8186504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -8186497.500000 Penalty: 5300.764160
	Iteration 178Q: 3 clusters Score -8186498 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -8186496.000000 Penalty: 5300.764160
	Iteration 179Q: 3 clusters Score -8186496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -8186491.000000 Penalty: 5300.764160
	Iteration 180F: 3 clusters Score -8186491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -8186487.000000 Penalty: 5300.764160
	Iteration 181Q: 3 clusters Score -8186487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8186497.000000 Penalty: 5300.764160
	Iteration 182Q: 3 clusters Score -8186497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -8186517.000000 Penalty: 5300.764160
	Iteration 183Q: 3 clusters Score -8186517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -8186520.000000 Penalty: 5300.764160
	Iteration 184Q: 3 clusters Score -8186520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -8186516.500000 Penalty: 5300.764160
	Iteration 185Q: 3 clusters Score -8186516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8186524.500000 Penalty: 5300.764160
	Iteration 186Q: 3 clusters Score -8186524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -8186523.500000 Penalty: 5300.764160
	Iteration 187Q: 3 clusters Score -8186524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -8186518.000000 Penalty: 5300.764160
	Iteration 188Q: 3 clusters Score -8186518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -8186515.500000 Penalty: 5300.764160
	Iteration 189Q: 3 clusters Score -8186516 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -8186527.500000 Penalty: 5300.764160
	Iteration 190Q: 3 clusters Score -8186528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -8186511.000000 Penalty: 5300.764160
	Iteration 191Q: 3 clusters Score -8186511 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -8186522.000000 Penalty: 5300.764160
	Iteration 192Q: 3 clusters Score -8186522 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -8186524.500000 Penalty: 5300.764160
	Iteration 193Q: 3 clusters Score -8186524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -8186542.500000 Penalty: 5300.764160
	Iteration 194Q: 3 clusters Score -8186542 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -8186547.000000 Penalty: 5300.764160
	Iteration 195Q: 3 clusters Score -8186547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -8186535.000000 Penalty: 5300.764160
	Iteration 196Q: 3 clusters Score -8186535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -8186542.000000 Penalty: 5300.764160
	Iteration 197Q: 3 clusters Score -8186542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -8186527.000000 Penalty: 5300.764160
	Iteration 198Q: 3 clusters Score -8186527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8186544.500000 Penalty: 5300.764160
	Iteration 199Q: 3 clusters Score -8186544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -8186545.000000 Penalty: 5300.764160
	Iteration 200F: 3 clusters Score -8186545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -8186556.000000 Penalty: 5300.764160
	Iteration 201Q: 3 clusters Score -8186556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -8186557.000000 Penalty: 5300.764160
	Iteration 202Q: 3 clusters Score -8186557 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -8186556.500000 Penalty: 5300.764160
	Iteration 203Q: 3 clusters Score -8186556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -8186572.500000 Penalty: 5300.764160
	Iteration 204Q: 3 clusters Score -8186572 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -8186559.000000 Penalty: 5300.764160
	Iteration 205Q: 3 clusters Score -8186559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -8186555.500000 Penalty: 5300.764160
	Iteration 206Q: 3 clusters Score -8186556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -8186564.000000 Penalty: 5300.764160
	Iteration 207Q: 3 clusters Score -8186564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -8186583.000000 Penalty: 5300.764160
	Iteration 208Q: 3 clusters Score -8186583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -8186570.500000 Penalty: 5300.764160
	Iteration 209Q: 3 clusters Score -8186570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8186564.500000 Penalty: 5300.764160
	Iteration 210Q: 3 clusters Score -8186564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -8186567.000000 Penalty: 5300.764160
	Iteration 211Q: 3 clusters Score -8186567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8186581.000000 Penalty: 5300.764160
	Iteration 212Q: 3 clusters Score -8186581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -8186590.500000 Penalty: 5300.764160
	Iteration 213Q: 3 clusters Score -8186590 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -8186587.500000 Penalty: 5300.764160
	Iteration 214Q: 3 clusters Score -8186588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8186580.000000 Penalty: 5300.764160
	Iteration 215Q: 3 clusters Score -8186580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -8186590.000000 Penalty: 5300.764160
	Iteration 216Q: 3 clusters Score -8186590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -8186601.000000 Penalty: 5300.764160
	Iteration 217Q: 3 clusters Score -8186601 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -8186602.000000 Penalty: 5300.764160
	Iteration 218Q: 3 clusters Score -8186602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -8186597.000000 Penalty: 5300.764160
	Iteration 219Q: 3 clusters Score -8186597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -8186596.000000 Penalty: 5300.764160
	Iteration 220F: 3 clusters Score -8186596 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -8186597.000000 Penalty: 5300.764160
	Iteration 221Q: 3 clusters Score -8186597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -8186603.000000 Penalty: 5300.764160
	Iteration 222Q: 3 clusters Score -8186603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8186597.500000 Penalty: 5300.764160
	Iteration 223Q: 3 clusters Score -8186598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -8186606.500000 Penalty: 5300.764160
	Iteration 224Q: 3 clusters Score -8186606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -8186618.500000 Penalty: 5300.764160
	Iteration 225Q: 3 clusters Score -8186618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -8186629.500000 Penalty: 5300.764160
	Iteration 226Q: 3 clusters Score -8186630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -8186610.500000 Penalty: 5300.764160
	Iteration 227Q: 3 clusters Score -8186610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -8186634.500000 Penalty: 5300.764160
	Iteration 228Q: 3 clusters Score -8186634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -8186649.000000 Penalty: 5300.764160
	Iteration 229Q: 3 clusters Score -8186649 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8186668.000000 Penalty: 5300.764160
	Iteration 230Q: 3 clusters Score -8186668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -8186671.000000 Penalty: 5300.764160
	Iteration 231Q: 3 clusters Score -8186671 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8186664.000000 Penalty: 5300.764160
	Iteration 232Q: 3 clusters Score -8186664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8186683.000000 Penalty: 5300.764160
	Iteration 233Q: 3 clusters Score -8186683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -8186683.500000 Penalty: 5300.764160
	Iteration 234Q: 3 clusters Score -8186684 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8186687.000000 Penalty: 5300.764160
	Iteration 235Q: 3 clusters Score -8186687 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -8186696.500000 Penalty: 5300.764160
	Iteration 236Q: 3 clusters Score -8186696 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -8186693.500000 Penalty: 5300.764160
	Iteration 237Q: 3 clusters Score -8186694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8186712.000000 Penalty: 5300.764160
	Iteration 238Q: 3 clusters Score -8186712 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8186693.000000 Penalty: 5300.764160
	Iteration 239Q: 3 clusters Score -8186693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -8186684.500000 Penalty: 5300.764160
	Iteration 240F: 3 clusters Score -8186684 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36207 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -8186686.000000 Penalty: 5300.764160
	Iteration 241Q: 3 clusters Score -8186686 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -8186695.000000 Penalty: 5300.764160
	Iteration 242Q: 3 clusters Score -8186695 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8186688.500000 Penalty: 5300.764160
	Iteration 243Q: 3 clusters Score -8186688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8186709.500000 Penalty: 5300.764160
	Iteration 244Q: 3 clusters Score -8186710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -8186697.500000 Penalty: 5300.764160
	Iteration 245Q: 3 clusters Score -8186698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8186690.000000 Penalty: 5300.764160
	Iteration 246Q: 3 clusters Score -8186690 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -8186709.000000 Penalty: 5300.764160
	Iteration 247Q: 3 clusters Score -8186709 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8186724.000000 Penalty: 5300.764160
	Iteration 248Q: 3 clusters Score -8186724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -8186727.500000 Penalty: 5300.764160
	Iteration 249Q: 3 clusters Score -8186728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8186743.000000 Penalty: 5300.764160
	Iteration 250Q: 3 clusters Score -8186743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8186746.000000 Penalty: 5300.764160
	Iteration 251Q: 3 clusters Score -8186746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -8186753.500000 Penalty: 5300.764160
	Iteration 252Q: 3 clusters Score -8186754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8186744.000000 Penalty: 5300.764160
	Iteration 253Q: 3 clusters Score -8186744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8186754.500000 Penalty: 5300.764160
	Iteration 254Q: 3 clusters Score -8186754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -8186759.000000 Penalty: 5300.764160
	Iteration 255Q: 3 clusters Score -8186759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -8186754.500000 Penalty: 5300.764160
	Iteration 256Q: 3 clusters Score -8186754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -8186754.500000 Penalty: 5300.764160
	Iteration 257Q: 3 clusters Score -8186754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8186755.000000 Penalty: 5300.764160
	Iteration 258Q: 3 clusters Score -8186755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -8186745.500000 Penalty: 5300.764160
	Iteration 259Q: 3 clusters Score -8186746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -8186748.500000 Penalty: 5300.764160
	Iteration 260F: 3 clusters Score -8186748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -8186745.500000 Penalty: 5300.764160
	Iteration 261Q: 3 clusters Score -8186746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8186745.000000 Penalty: 5300.764160
	Iteration 262Q: 3 clusters Score -8186745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -8186760.000000 Penalty: 5300.764160
	Iteration 263Q: 3 clusters Score -8186760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -8186766.000000 Penalty: 5300.764160
	Iteration 264Q: 3 clusters Score -8186766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8186765.500000 Penalty: 5300.764160
	Iteration 265Q: 3 clusters Score -8186766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -8186765.000000 Penalty: 5300.764160
	Iteration 266Q: 3 clusters Score -8186765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8186774.500000 Penalty: 5300.764160
	Iteration 267Q: 3 clusters Score -8186774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8186765.000000 Penalty: 5300.764160
	Iteration 268Q: 3 clusters Score -8186765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8186774.500000 Penalty: 5300.764160
	Iteration 269Q: 3 clusters Score -8186774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -8186778.000000 Penalty: 5300.764160
	Iteration 270Q: 3 clusters Score -8186778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8186786.500000 Penalty: 5300.764160
	Iteration 271Q: 3 clusters Score -8186786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -8186791.000000 Penalty: 5300.764160
	Iteration 272Q: 3 clusters Score -8186791 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8186792.000000 Penalty: 5300.764160
	Iteration 273Q: 3 clusters Score -8186792 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -8186793.500000 Penalty: 5300.764160
	Iteration 274Q: 3 clusters Score -8186794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -8186801.500000 Penalty: 5300.764160
	Iteration 275Q: 3 clusters Score -8186802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -8186783.000000 Penalty: 5300.764160
	Iteration 276Q: 3 clusters Score -8186783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -8186801.000000 Penalty: 5300.764160
	Iteration 277Q: 3 clusters Score -8186801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8186798.000000 Penalty: 5300.764160
	Iteration 278Q: 3 clusters Score -8186798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -8186791.500000 Penalty: 5300.764160
	Iteration 279Q: 3 clusters Score -8186792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8186790.500000 Penalty: 5300.764160
	Iteration 280F: 3 clusters Score -8186790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8186794.500000 Penalty: 5300.764160
	Iteration 281Q: 3 clusters Score -8186794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8186793.000000 Penalty: 5300.764160
	Iteration 282Q: 3 clusters Score -8186793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -8186804.000000 Penalty: 5300.764160
	Iteration 283Q: 3 clusters Score -8186804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -8186814.500000 Penalty: 5300.764160
	Iteration 284Q: 3 clusters Score -8186814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -8186802.500000 Penalty: 5300.764160
	Iteration 285Q: 3 clusters Score -8186802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -8186789.500000 Penalty: 5300.764160
	Iteration 286Q: 3 clusters Score -8186790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -8186807.500000 Penalty: 5300.764160
	Iteration 287Q: 3 clusters Score -8186808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -8186802.500000 Penalty: 5300.764160
	Iteration 288Q: 3 clusters Score -8186802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -8186810.500000 Penalty: 5300.764160
	Iteration 289Q: 3 clusters Score -8186810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -8186812.500000 Penalty: 5300.764160
	Iteration 290Q: 3 clusters Score -8186812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -8186823.500000 Penalty: 5300.764160
	Iteration 291Q: 3 clusters Score -8186824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8186830.500000 Penalty: 5300.764160
	Iteration 292Q: 3 clusters Score -8186830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -8186820.500000 Penalty: 5300.764160
	Iteration 293Q: 3 clusters Score -8186820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8186827.500000 Penalty: 5300.764160
	Iteration 294Q: 3 clusters Score -8186828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -8186821.500000 Penalty: 5300.764160
	Iteration 295Q: 3 clusters Score -8186822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -8186820.000000 Penalty: 5300.764160
	Iteration 296Q: 3 clusters Score -8186820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8186834.500000 Penalty: 5300.764160
	Iteration 297Q: 3 clusters Score -8186834 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8186821.500000 Penalty: 5300.764160
	Iteration 298Q: 3 clusters Score -8186822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -8186820.500000 Penalty: 5300.764160
	Iteration 299Q: 3 clusters Score -8186820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8186831.500000 Penalty: 5300.764160
	Iteration 300F: 3 clusters Score -8186832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -8186834.500000 Penalty: 5300.764160
	Iteration 301Q: 3 clusters Score -8186834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8186830.500000 Penalty: 5300.764160
	Iteration 302Q: 3 clusters Score -8186830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -8186835.000000 Penalty: 5300.764160
	Iteration 303Q: 3 clusters Score -8186835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -8186826.000000 Penalty: 5300.764160
	Iteration 304Q: 3 clusters Score -8186826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8186826.500000 Penalty: 5300.764160
	Iteration 305Q: 3 clusters Score -8186826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -8186840.000000 Penalty: 5300.764160
	Iteration 306Q: 3 clusters Score -8186840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8186836.000000 Penalty: 5300.764160
	Iteration 307Q: 3 clusters Score -8186836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8186834.000000 Penalty: 5300.764160
	Iteration 308Q: 3 clusters Score -8186834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8186833.000000 Penalty: 5300.764160
	Iteration 309Q: 3 clusters Score -8186833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8186831.000000 Penalty: 5300.764160
	Iteration 310Q: 3 clusters Score -8186831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -8186825.500000 Penalty: 5300.764160
	Iteration 311Q: 3 clusters Score -8186826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8186828.500000 Penalty: 5300.764160
	Iteration 312Q: 3 clusters Score -8186828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -8186828.500000 Penalty: 5300.764160
	Iteration 313Q: 3 clusters Score -8186828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8186843.000000 Penalty: 5300.764160
	Iteration 314Q: 3 clusters Score -8186843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -8186842.000000 Penalty: 5300.764160
	Iteration 315Q: 3 clusters Score -8186842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -8186833.500000 Penalty: 5300.764160
	Iteration 316Q: 3 clusters Score -8186834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -8186832.000000 Penalty: 5300.764160
	Iteration 317Q: 3 clusters Score -8186832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8186831.000000 Penalty: 5300.764160
	Iteration 318Q: 3 clusters Score -8186831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -8186831.000000 Penalty: 5300.764160
	Iteration 319F: 3 clusters Score -8186831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -125125.578125 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -125125.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -123499.429688 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -123499.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -123968.335938 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -123968.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -124168.023438 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -124168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124305.953125 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -124306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -124429.742188 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -124429.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -124504.812500 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -124504.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -124554.195312 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -124554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -124571.054688 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -124571.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -124587.671875 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -124587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -124596.226562 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -124596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124597.015625 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -124597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -124597.015625 Penalty: 3269.470215
	Iteration 11F: 3 clusters Score -124597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Entering Unmasked Estep 
Score: -7790874.500000 Penalty: 2638.549072
	Iteration 0F: 2 clusters Score -7790874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -7762888.500000 Penalty: 5277.098145
	Iteration 0F: 3 clusters Score -7762888 nChanged 19154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -7773303.500000 Penalty: 5277.098145
	Iteration 1F: 3 clusters Score -7773304 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -7773861.000000 Penalty: 5277.098145
	Iteration 2Q: 3 clusters Score -7773861 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -7774460.000000 Penalty: 5277.098145
	Iteration 3Q: 3 clusters Score -7774460 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -7775182.000000 Penalty: 5277.098145
	Iteration 4Q: 3 clusters Score -7775182 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -7776241.000000 Penalty: 5277.098145
	Iteration 5Q: 3 clusters Score -7776241 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -7777876.000000 Penalty: 5277.098145
	Iteration 6F: 3 clusters Score -7777876 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -7780062.000000 Penalty: 5277.098145
	Iteration 7F: 3 clusters Score -7780062 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -7782489.500000 Penalty: 5277.098145
	Iteration 8F: 3 clusters Score -7782490 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -7784936.500000 Penalty: 5277.098145
	Iteration 9F: 3 clusters Score -7784936 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -7786909.000000 Penalty: 5277.098145
	Iteration 10F: 3 clusters Score -7786909 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7788077.000000 Penalty: 5277.098145
	Iteration 11Q: 3 clusters Score -7788077 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -7788667.000000 Penalty: 5277.098145
	Iteration 12Q: 3 clusters Score -7788667 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -7788922.000000 Penalty: 5277.098145
	Iteration 13Q: 3 clusters Score -7788922 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -7789071.000000 Penalty: 5277.098145
	Iteration 14Q: 3 clusters Score -7789071 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7789170.500000 Penalty: 5277.098145
	Iteration 15Q: 3 clusters Score -7789170 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7789217.500000 Penalty: 5277.098145
	Iteration 16Q: 3 clusters Score -7789218 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -7789282.500000 Penalty: 5277.098145
	Iteration 17Q: 3 clusters Score -7789282 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -7789282.000000 Penalty: 5277.098145
	Iteration 18Q: 3 clusters Score -7789282 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7789314.000000 Penalty: 5277.098145
	Iteration 19Q: 3 clusters Score -7789314 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7789339.500000 Penalty: 5277.098145
	Iteration 20F: 3 clusters Score -7789340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -7789362.000000 Penalty: 5277.098145
	Iteration 21Q: 3 clusters Score -7789362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -7789374.500000 Penalty: 5277.098145
	Iteration 22Q: 3 clusters Score -7789374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7789381.000000 Penalty: 5277.098145
	Iteration 23Q: 3 clusters Score -7789381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -7789387.500000 Penalty: 5277.098145
	Iteration 24Q: 3 clusters Score -7789388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7789382.500000 Penalty: 5277.098145
	Iteration 25Q: 3 clusters Score -7789382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7789387.000000 Penalty: 5277.098145
	Iteration 26Q: 3 clusters Score -7789387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7789388.000000 Penalty: 5277.098145
	Iteration 27Q: 3 clusters Score -7789388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -7789408.000000 Penalty: 5277.098145
	Iteration 28Q: 3 clusters Score -7789408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7789406.000000 Penalty: 5277.098145
	Iteration 29Q: 3 clusters Score -7789406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -7789418.000000 Penalty: 5277.098145
	Iteration 30Q: 3 clusters Score -7789418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7789423.000000 Penalty: 5277.098145
	Iteration 31Q: 3 clusters Score -7789423 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7789435.000000 Penalty: 5277.098145
	Iteration 32Q: 3 clusters Score -7789435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7789434.000000 Penalty: 5277.098145
	Iteration 33Q: 3 clusters Score -7789434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7789435.000000 Penalty: 5277.098145
	Iteration 34Q: 3 clusters Score -7789435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7789436.500000 Penalty: 5277.098145
	Iteration 35Q: 3 clusters Score -7789436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7789439.500000 Penalty: 5277.098145
	Iteration 36Q: 3 clusters Score -7789440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7789453.000000 Penalty: 5277.098145
	Iteration 37Q: 3 clusters Score -7789453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -7789454.000000 Penalty: 5277.098145
	Iteration 38Q: 3 clusters Score -7789454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37896 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7789458.000000 Penalty: 5277.098145
	Iteration 39Q: 3 clusters Score -7789458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7789466.000000 Penalty: 5277.098145
	Iteration 40F: 3 clusters Score -7789466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7789468.000000 Penalty: 5277.098145
	Iteration 41Q: 3 clusters Score -7789468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7789471.000000 Penalty: 5277.098145
	Iteration 42Q: 3 clusters Score -7789471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -7789467.500000 Penalty: 5277.098145
	Iteration 43Q: 3 clusters Score -7789468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7789474.000000 Penalty: 5277.098145
	Iteration 44Q: 3 clusters Score -7789474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -7789486.000000 Penalty: 5277.098145
	Iteration 45Q: 3 clusters Score -7789486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -7789480.000000 Penalty: 5277.098145
	Iteration 46Q: 3 clusters Score -7789480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7789489.500000 Penalty: 5277.098145
	Iteration 47Q: 3 clusters Score -7789490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -7789484.000000 Penalty: 5277.098145
	Iteration 48Q: 3 clusters Score -7789484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7789489.500000 Penalty: 5277.098145
	Iteration 49Q: 3 clusters Score -7789490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7789487.500000 Penalty: 5277.098145
	Iteration 50Q: 3 clusters Score -7789488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7789495.500000 Penalty: 5277.098145
	Iteration 51Q: 3 clusters Score -7789496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7789496.000000 Penalty: 5277.098145
	Iteration 52Q: 3 clusters Score -7789496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7789495.500000 Penalty: 5277.098145
	Iteration 53Q: 3 clusters Score -7789496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7789506.000000 Penalty: 5277.098145
	Iteration 54Q: 3 clusters Score -7789506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7789495.500000 Penalty: 5277.098145
	Iteration 55Q: 3 clusters Score -7789496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7789498.000000 Penalty: 5277.098145
	Iteration 56Q: 3 clusters Score -7789498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -7789497.000000 Penalty: 5277.098145
	Iteration 57Q: 3 clusters Score -7789497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -7789507.500000 Penalty: 5277.098145
	Iteration 58Q: 3 clusters Score -7789508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7789508.500000 Penalty: 5277.098145
	Iteration 59Q: 3 clusters Score -7789508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -7789508.500000 Penalty: 5277.098145
	Iteration 60F: 3 clusters Score -7789508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Entering Unmasked Estep 
Score: -8950262.000000 Penalty: 2671.131836
	Iteration 0F: 2 clusters Score -8950262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8919752.000000 Penalty: 5342.263672
	Iteration 0F: 3 clusters Score -8919752 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -8931656.000000 Penalty: 5342.263672
	Iteration 1F: 3 clusters Score -8931656 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8932115.000000 Penalty: 5342.263672
	Iteration 2Q: 3 clusters Score -8932115 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8932642.000000 Penalty: 5342.263672
	Iteration 3Q: 3 clusters Score -8932642 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -8933310.000000 Penalty: 5342.263672
	Iteration 4Q: 3 clusters Score -8933310 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -8934311.000000 Penalty: 5342.263672
	Iteration 5Q: 3 clusters Score -8934311 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -8936093.000000 Penalty: 5342.263672
	Iteration 6F: 3 clusters Score -8936093 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -8938732.000000 Penalty: 5342.263672
	Iteration 7F: 3 clusters Score -8938732 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -8942123.000000 Penalty: 5342.263672
	Iteration 8F: 3 clusters Score -8942123 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8945342.000000 Penalty: 5342.263672
	Iteration 9F: 3 clusters Score -8945342 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8947087.000000 Penalty: 5342.263672
	Iteration 10Q: 3 clusters Score -8947087 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8947693.000000 Penalty: 5342.263672
	Iteration 11Q: 3 clusters Score -8947693 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8947841.000000 Penalty: 5342.263672
	Iteration 12Q: 3 clusters Score -8947841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8947915.000000 Penalty: 5342.263672
	Iteration 13Q: 3 clusters Score -8947915 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8947947.000000 Penalty: 5342.263672
	Iteration 14Q: 3 clusters Score -8947947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8947970.000000 Penalty: 5342.263672
	Iteration 15Q: 3 clusters Score -8947970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8947976.000000 Penalty: 5342.263672
	Iteration 16Q: 3 clusters Score -8947976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8948004.000000 Penalty: 5342.263672
	Iteration 17Q: 3 clusters Score -8948004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8948011.000000 Penalty: 5342.263672
	Iteration 18Q: 3 clusters Score -8948011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8948030.000000 Penalty: 5342.263672
	Iteration 19Q: 3 clusters Score -8948030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8948034.000000 Penalty: 5342.263672
	Iteration 20F: 3 clusters Score -8948034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8948031.000000 Penalty: 5342.263672
	Iteration 21Q: 3 clusters Score -8948031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8948039.000000 Penalty: 5342.263672
	Iteration 22Q: 3 clusters Score -8948039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8948041.000000 Penalty: 5342.263672
	Iteration 23Q: 3 clusters Score -8948041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8948041.000000 Penalty: 5342.263672
	Iteration 24F: 3 clusters Score -8948041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -1275734.875000 Penalty: 2191.384521
	Iteration 0F: 2 clusters Score -1275735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1270003.750000 Penalty: 4382.769043
	Iteration 0F: 3 clusters Score -1270004 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1271537.750000 Penalty: 4382.769043
	Iteration 1F: 3 clusters Score -1271538 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1271838.500000 Penalty: 4382.769043
	Iteration 2F: 3 clusters Score -1271838 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1272031.000000 Penalty: 4382.769043
	Iteration 3F: 3 clusters Score -1272031 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1272172.625000 Penalty: 4382.769043
	Iteration 4Q: 3 clusters Score -1272173 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1272285.875000 Penalty: 4382.769043
	Iteration 5Q: 3 clusters Score -1272286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1272382.250000 Penalty: 4382.769043
	Iteration 6Q: 3 clusters Score -1272382 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1272477.250000 Penalty: 4382.769043
	Iteration 7Q: 3 clusters Score -1272477 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1272575.625000 Penalty: 4382.769043
	Iteration 8Q: 3 clusters Score -1272576 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1272674.750000 Penalty: 4382.769043
	Iteration 9Q: 3 clusters Score -1272675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1272775.750000 Penalty: 4382.769043
	Iteration 10Q: 3 clusters Score -1272776 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1272882.250000 Penalty: 4382.769043
	Iteration 11Q: 3 clusters Score -1272882 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1272984.250000 Penalty: 4382.769043
	Iteration 12Q: 3 clusters Score -1272984 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1273088.875000 Penalty: 4382.769043
	Iteration 13Q: 3 clusters Score -1273089 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1273204.625000 Penalty: 4382.769043
	Iteration 14Q: 3 clusters Score -1273205 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1273306.625000 Penalty: 4382.769043
	Iteration 15Q: 3 clusters Score -1273307 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1273381.500000 Penalty: 4382.769043
	Iteration 16Q: 3 clusters Score -1273382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1273447.125000 Penalty: 4382.769043
	Iteration 17Q: 3 clusters Score -1273447 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1273500.250000 Penalty: 4382.769043
	Iteration 18Q: 3 clusters Score -1273500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1273552.750000 Penalty: 4382.769043
	Iteration 19Q: 3 clusters Score -1273553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1273609.250000 Penalty: 4382.769043
	Iteration 20F: 3 clusters Score -1273609 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1273659.625000 Penalty: 4382.769043
	Iteration 21Q: 3 clusters Score -1273660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1273699.750000 Penalty: 4382.769043
	Iteration 22Q: 3 clusters Score -1273700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1273730.375000 Penalty: 4382.769043
	Iteration 23Q: 3 clusters Score -1273730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1273756.375000 Penalty: 4382.769043
	Iteration 24Q: 3 clusters Score -1273756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1273774.500000 Penalty: 4382.769043
	Iteration 25Q: 3 clusters Score -1273774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1273792.875000 Penalty: 4382.769043
	Iteration 26Q: 3 clusters Score -1273793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1273807.000000 Penalty: 4382.769043
	Iteration 27Q: 3 clusters Score -1273807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1273818.250000 Penalty: 4382.769043
	Iteration 28Q: 3 clusters Score -1273818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1273820.000000 Penalty: 4382.769043
	Iteration 29Q: 3 clusters Score -1273820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1273823.875000 Penalty: 4382.769043
	Iteration 30Q: 3 clusters Score -1273824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1273825.875000 Penalty: 4382.769043
	Iteration 31Q: 3 clusters Score -1273826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1273829.250000 Penalty: 4382.769043
	Iteration 32Q: 3 clusters Score -1273829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1273831.125000 Penalty: 4382.769043
	Iteration 33Q: 3 clusters Score -1273831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1273835.250000 Penalty: 4382.769043
	Iteration 34Q: 3 clusters Score -1273835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1273833.750000 Penalty: 4382.769043
	Iteration 35Q: 3 clusters Score -1273834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1273835.750000 Penalty: 4382.769043
	Iteration 36Q: 3 clusters Score -1273836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1273836.250000 Penalty: 4382.769043
	Iteration 37Q: 3 clusters Score -1273836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1273836.250000 Penalty: 4382.769043
	Iteration 38F: 3 clusters Score -1273836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -196342.562500 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -196342.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -194280.062500 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -194280.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -194742.734375 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -194742.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195000.812500 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -195000.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195242.562500 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -195242.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195467.359375 Penalty: 3521.613525
	Iteration 4F: 3 clusters Score -195467.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195667.453125 Penalty: 3521.613525
	Iteration 5F: 3 clusters Score -195667.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195818.250000 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -195818.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195902.656250 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -195902.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -195984.968750 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -195985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -196037.718750 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -196037.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -196072.328125 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -196072.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -196101.640625 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -196101.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -196137.906250 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -196137.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -196175.203125 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -196175.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196202.437500 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -196202.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -196230.906250 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -196230.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -196268.437500 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -196268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196305.421875 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -196305.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196315.359375 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -196315.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -196333.750000 Penalty: 3521.613525
	Iteration 19Q: 3 clusters Score -196333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -196351.578125 Penalty: 3521.613525
	Iteration 20F: 3 clusters Score -196351.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -196380.421875 Penalty: 3521.613525
	Iteration 21Q: 3 clusters Score -196380.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -196397.093750 Penalty: 3521.613525
	Iteration 22Q: 3 clusters Score -196397.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196417.109375 Penalty: 3521.613525
	Iteration 23Q: 3 clusters Score -196417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196424.593750 Penalty: 3521.613525
	Iteration 24Q: 3 clusters Score -196424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196434.203125 Penalty: 3521.613525
	Iteration 25Q: 3 clusters Score -196434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196442.312500 Penalty: 3521.613525
	Iteration 26Q: 3 clusters Score -196442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196454.109375 Penalty: 3521.613525
	Iteration 27Q: 3 clusters Score -196454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196454.109375 Penalty: 3521.613525
	Iteration 28F: 3 clusters Score -196454.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 422 members 
Mstep: Class 13 contains 44407 members 
Mstep: Class 14 contains 17170 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21877 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 46533 members 
Mstep: Class 19 contains 24136 members 
Mstep: Class 20 contains 39584 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47596 members 
Mstep: Class 23 contains 28354 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46669 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50451 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 31433 members 
Mstep: Class 31 contains 22857 members 
Mstep: Class 32 contains 50727 members 
Mstep: Class 33 contains 40265 members 
Mstep: Class 34 contains 790 members 
Entering Unmasked Estep 
Score: -137168768.000000 Penalty: 114028.171875
Splitting cluster 12 changes total score from -137170624.000000 to -137168768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (44407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Entering Unmasked Estep 
Score: -8308560.500000 Penalty: 2653.885986
	Iteration 0F: 2 clusters Score -8308560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -8279431.500000 Penalty: 5307.771973
	Iteration 0F: 3 clusters Score -8279432 nChanged 20466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -8290664.500000 Penalty: 5307.771973
	Iteration 1F: 3 clusters Score -8290664 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -8291221.500000 Penalty: 5307.771973
	Iteration 2Q: 3 clusters Score -8291222 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -8291896.000000 Penalty: 5307.771973
	Iteration 3Q: 3 clusters Score -8291896 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8292798.000000 Penalty: 5307.771973
	Iteration 4Q: 3 clusters Score -8292798 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -8293910.000000 Penalty: 5307.771973
	Iteration 5Q: 3 clusters Score -8293910 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -8295177.500000 Penalty: 5307.771973
	Iteration 6F: 3 clusters Score -8295178 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8296776.500000 Penalty: 5307.771973
	Iteration 7F: 3 clusters Score -8296776 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8298901.500000 Penalty: 5307.771973
	Iteration 8F: 3 clusters Score -8298902 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -8301473.000000 Penalty: 5307.771973
	Iteration 9F: 3 clusters Score -8301473 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8303631.000000 Penalty: 5307.771973
	Iteration 10F: 3 clusters Score -8303631 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -8304789.000000 Penalty: 5307.771973
	Iteration 11Q: 3 clusters Score -8304789 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -8305326.000000 Penalty: 5307.771973
	Iteration 12Q: 3 clusters Score -8305326 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -8305652.000000 Penalty: 5307.771973
	Iteration 13Q: 3 clusters Score -8305652 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -8305883.500000 Penalty: 5307.771973
	Iteration 14Q: 3 clusters Score -8305884 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -8306018.500000 Penalty: 5307.771973
	Iteration 15Q: 3 clusters Score -8306018 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -8306093.500000 Penalty: 5307.771973
	Iteration 16Q: 3 clusters Score -8306094 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8306158.500000 Penalty: 5307.771973
	Iteration 17Q: 3 clusters Score -8306158 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -8306197.000000 Penalty: 5307.771973
	Iteration 18Q: 3 clusters Score -8306197 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8306252.500000 Penalty: 5307.771973
	Iteration 19Q: 3 clusters Score -8306252 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -8306308.000000 Penalty: 5307.771973
	Iteration 20F: 3 clusters Score -8306308 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -8306341.000000 Penalty: 5307.771973
	Iteration 21Q: 3 clusters Score -8306341 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -8306400.500000 Penalty: 5307.771973
	Iteration 22Q: 3 clusters Score -8306400 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -8306445.000000 Penalty: 5307.771973
	Iteration 23Q: 3 clusters Score -8306445 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -8306478.000000 Penalty: 5307.771973
	Iteration 24Q: 3 clusters Score -8306478 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -8306487.500000 Penalty: 5307.771973
	Iteration 25Q: 3 clusters Score -8306488 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -8306518.000000 Penalty: 5307.771973
	Iteration 26Q: 3 clusters Score -8306518 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -8306519.000000 Penalty: 5307.771973
	Iteration 27Q: 3 clusters Score -8306519 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -8306551.500000 Penalty: 5307.771973
	Iteration 28Q: 3 clusters Score -8306552 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -8306617.500000 Penalty: 5307.771973
	Iteration 29Q: 3 clusters Score -8306618 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -8306663.000000 Penalty: 5307.771973
	Iteration 30Q: 3 clusters Score -8306663 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8306735.500000 Penalty: 5307.771973
	Iteration 31Q: 3 clusters Score -8306736 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -8306762.000000 Penalty: 5307.771973
	Iteration 32Q: 3 clusters Score -8306762 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -8306788.500000 Penalty: 5307.771973
	Iteration 33Q: 3 clusters Score -8306788 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8306855.500000 Penalty: 5307.771973
	Iteration 34Q: 3 clusters Score -8306856 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -8306866.000000 Penalty: 5307.771973
	Iteration 35Q: 3 clusters Score -8306866 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8306886.500000 Penalty: 5307.771973
	Iteration 36Q: 3 clusters Score -8306886 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8306901.500000 Penalty: 5307.771973
	Iteration 37Q: 3 clusters Score -8306902 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -8306944.000000 Penalty: 5307.771973
	Iteration 38Q: 3 clusters Score -8306944 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -8306943.000000 Penalty: 5307.771973
	Iteration 39Q: 3 clusters Score -8306943 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8306948.500000 Penalty: 5307.771973
	Iteration 40F: 3 clusters Score -8306948 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -8306930.500000 Penalty: 5307.771973
	Iteration 41Q: 3 clusters Score -8306930 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -8306961.500000 Penalty: 5307.771973
	Iteration 42Q: 3 clusters Score -8306962 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -8306943.000000 Penalty: 5307.771973
	Iteration 43Q: 3 clusters Score -8306943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -8306949.000000 Penalty: 5307.771973
	Iteration 44Q: 3 clusters Score -8306949 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -8306907.500000 Penalty: 5307.771973
	Iteration 45Q: 3 clusters Score -8306908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -8306929.500000 Penalty: 5307.771973
	Iteration 46Q: 3 clusters Score -8306930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -8306963.500000 Penalty: 5307.771973
	Iteration 47Q: 3 clusters Score -8306964 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8306984.500000 Penalty: 5307.771973
	Iteration 48Q: 3 clusters Score -8306984 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -8306989.500000 Penalty: 5307.771973
	Iteration 49Q: 3 clusters Score -8306990 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -8307022.000000 Penalty: 5307.771973
	Iteration 50Q: 3 clusters Score -8307022 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8307036.000000 Penalty: 5307.771973
	Iteration 51Q: 3 clusters Score -8307036 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8307033.500000 Penalty: 5307.771973
	Iteration 52Q: 3 clusters Score -8307034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -8307025.000000 Penalty: 5307.771973
	Iteration 53Q: 3 clusters Score -8307025 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8307012.000000 Penalty: 5307.771973
	Iteration 54Q: 3 clusters Score -8307012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -8307003.000000 Penalty: 5307.771973
	Iteration 55Q: 3 clusters Score -8307003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8307001.000000 Penalty: 5307.771973
	Iteration 56Q: 3 clusters Score -8307001 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -8306999.000000 Penalty: 5307.771973
	Iteration 57Q: 3 clusters Score -8306999 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8306970.500000 Penalty: 5307.771973
	Iteration 58Q: 3 clusters Score -8306970 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8306957.500000 Penalty: 5307.771973
	Iteration 59Q: 3 clusters Score -8306958 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -8306966.000000 Penalty: 5307.771973
	Iteration 60F: 3 clusters Score -8306966 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8306956.000000 Penalty: 5307.771973
	Iteration 61Q: 3 clusters Score -8306956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8306951.000000 Penalty: 5307.771973
	Iteration 62Q: 3 clusters Score -8306951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8306936.000000 Penalty: 5307.771973
	Iteration 63Q: 3 clusters Score -8306936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8306949.000000 Penalty: 5307.771973
	Iteration 64Q: 3 clusters Score -8306949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -8306962.500000 Penalty: 5307.771973
	Iteration 65Q: 3 clusters Score -8306962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8306969.000000 Penalty: 5307.771973
	Iteration 66Q: 3 clusters Score -8306969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8306976.500000 Penalty: 5307.771973
	Iteration 67Q: 3 clusters Score -8306976 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8306979.500000 Penalty: 5307.771973
	Iteration 68Q: 3 clusters Score -8306980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8306984.000000 Penalty: 5307.771973
	Iteration 69Q: 3 clusters Score -8306984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8306997.000000 Penalty: 5307.771973
	Iteration 70Q: 3 clusters Score -8306997 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8306995.000000 Penalty: 5307.771973
	Iteration 71Q: 3 clusters Score -8306995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8307005.500000 Penalty: 5307.771973
	Iteration 72Q: 3 clusters Score -8307006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8307000.000000 Penalty: 5307.771973
	Iteration 73Q: 3 clusters Score -8307000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8307001.000000 Penalty: 5307.771973
	Iteration 74Q: 3 clusters Score -8307001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8307000.000000 Penalty: 5307.771973
	Iteration 75Q: 3 clusters Score -8307000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8306998.000000 Penalty: 5307.771973
	Iteration 76Q: 3 clusters Score -8306998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8307000.000000 Penalty: 5307.771973
	Iteration 77Q: 3 clusters Score -8307000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -8306996.500000 Penalty: 5307.771973
	Iteration 78Q: 3 clusters Score -8306996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8306993.500000 Penalty: 5307.771973
	Iteration 79Q: 3 clusters Score -8306994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8306989.000000 Penalty: 5307.771973
	Iteration 80F: 3 clusters Score -8306989 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8306996.500000 Penalty: 5307.771973
	Iteration 81Q: 3 clusters Score -8306996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8306990.000000 Penalty: 5307.771973
	Iteration 82Q: 3 clusters Score -8306990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8306991.000000 Penalty: 5307.771973
	Iteration 83Q: 3 clusters Score -8306991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8306994.500000 Penalty: 5307.771973
	Iteration 84Q: 3 clusters Score -8306994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8307002.000000 Penalty: 5307.771973
	Iteration 85Q: 3 clusters Score -8307002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8306997.000000 Penalty: 5307.771973
	Iteration 86Q: 3 clusters Score -8306997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8306994.500000 Penalty: 5307.771973
	Iteration 87Q: 3 clusters Score -8306994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8306997.500000 Penalty: 5307.771973
	Iteration 88Q: 3 clusters Score -8306998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -8307007.000000 Penalty: 5307.771973
	Iteration 89Q: 3 clusters Score -8307007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8306999.500000 Penalty: 5307.771973
	Iteration 90Q: 3 clusters Score -8307000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -8307001.500000 Penalty: 5307.771973
	Iteration 91Q: 3 clusters Score -8307002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8306998.500000 Penalty: 5307.771973
	Iteration 92Q: 3 clusters Score -8306998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8306991.000000 Penalty: 5307.771973
	Iteration 93Q: 3 clusters Score -8306991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8306994.500000 Penalty: 5307.771973
	Iteration 94Q: 3 clusters Score -8306994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8306995.500000 Penalty: 5307.771973
	Iteration 95Q: 3 clusters Score -8306996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8307000.000000 Penalty: 5307.771973
	Iteration 96Q: 3 clusters Score -8307000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8306991.500000 Penalty: 5307.771973
	Iteration 97Q: 3 clusters Score -8306992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8307004.500000 Penalty: 5307.771973
	Iteration 98Q: 3 clusters Score -8307004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8306988.500000 Penalty: 5307.771973
	Iteration 99Q: 3 clusters Score -8306988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -8306998.000000 Penalty: 5307.771973
	Iteration 100F: 3 clusters Score -8306998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8306998.500000 Penalty: 5307.771973
	Iteration 101Q: 3 clusters Score -8306998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8306998.000000 Penalty: 5307.771973
	Iteration 102Q: 3 clusters Score -8306998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8307004.000000 Penalty: 5307.771973
	Iteration 103Q: 3 clusters Score -8307004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -8306997.500000 Penalty: 5307.771973
	Iteration 104Q: 3 clusters Score -8306998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8306999.000000 Penalty: 5307.771973
	Iteration 105Q: 3 clusters Score -8306999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8306997.000000 Penalty: 5307.771973
	Iteration 106Q: 3 clusters Score -8306997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -8306996.000000 Penalty: 5307.771973
	Iteration 107Q: 3 clusters Score -8306996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8306988.000000 Penalty: 5307.771973
	Iteration 108Q: 3 clusters Score -8306988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8306992.000000 Penalty: 5307.771973
	Iteration 109Q: 3 clusters Score -8306992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -8306984.000000 Penalty: 5307.771973
	Iteration 110Q: 3 clusters Score -8306984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -8306982.500000 Penalty: 5307.771973
	Iteration 111Q: 3 clusters Score -8306982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8306981.500000 Penalty: 5307.771973
	Iteration 112Q: 3 clusters Score -8306982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8306981.500000 Penalty: 5307.771973
	Iteration 113F: 3 clusters Score -8306982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Entering Unmasked Estep 
Score: -3109996.750000 Penalty: 2418.228027
	Iteration 0F: 2 clusters Score -3109997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3097719.250000 Penalty: 4836.456055
	Iteration 0F: 3 clusters Score -3097719 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3101713.000000 Penalty: 4836.456055
	Iteration 1F: 3 clusters Score -3101713 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -3102036.000000 Penalty: 4836.456055
	Iteration 2F: 3 clusters Score -3102036 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3102308.500000 Penalty: 4836.456055
	Iteration 3Q: 3 clusters Score -3102308 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3102503.750000 Penalty: 4836.456055
	Iteration 4Q: 3 clusters Score -3102504 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3102670.500000 Penalty: 4836.456055
	Iteration 5Q: 3 clusters Score -3102670 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3102811.000000 Penalty: 4836.456055
	Iteration 6Q: 3 clusters Score -3102811 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -3102925.750000 Penalty: 4836.456055
	Iteration 7Q: 3 clusters Score -3102926 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3103050.750000 Penalty: 4836.456055
	Iteration 8Q: 3 clusters Score -3103051 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -3103147.750000 Penalty: 4836.456055
	Iteration 9Q: 3 clusters Score -3103148 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3103236.000000 Penalty: 4836.456055
	Iteration 10Q: 3 clusters Score -3103236 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3103309.000000 Penalty: 4836.456055
	Iteration 11Q: 3 clusters Score -3103309 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -3103384.500000 Penalty: 4836.456055
	Iteration 12Q: 3 clusters Score -3103384 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3103469.750000 Penalty: 4836.456055
	Iteration 13Q: 3 clusters Score -3103470 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -3103546.750000 Penalty: 4836.456055
	Iteration 14Q: 3 clusters Score -3103547 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3103641.000000 Penalty: 4836.456055
	Iteration 15Q: 3 clusters Score -3103641 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -3103766.750000 Penalty: 4836.456055
	Iteration 16Q: 3 clusters Score -3103767 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3103906.250000 Penalty: 4836.456055
	Iteration 17Q: 3 clusters Score -3103906 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -3104073.250000 Penalty: 4836.456055
	Iteration 18Q: 3 clusters Score -3104073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3104274.000000 Penalty: 4836.456055
	Iteration 19Q: 3 clusters Score -3104274 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3104508.000000 Penalty: 4836.456055
	Iteration 20F: 3 clusters Score -3104508 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3104783.500000 Penalty: 4836.456055
	Iteration 21Q: 3 clusters Score -3104784 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3105120.750000 Penalty: 4836.456055
	Iteration 22Q: 3 clusters Score -3105121 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3105531.750000 Penalty: 4836.456055
	Iteration 23Q: 3 clusters Score -3105532 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3105959.750000 Penalty: 4836.456055
	Iteration 24Q: 3 clusters Score -3105960 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3106422.500000 Penalty: 4836.456055
	Iteration 25Q: 3 clusters Score -3106422 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3106820.250000 Penalty: 4836.456055
	Iteration 26Q: 3 clusters Score -3106820 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3107120.250000 Penalty: 4836.456055
	Iteration 27Q: 3 clusters Score -3107120 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3107350.250000 Penalty: 4836.456055
	Iteration 28Q: 3 clusters Score -3107350 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3107508.500000 Penalty: 4836.456055
	Iteration 29Q: 3 clusters Score -3107508 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3107625.250000 Penalty: 4836.456055
	Iteration 30Q: 3 clusters Score -3107625 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3107706.250000 Penalty: 4836.456055
	Iteration 31Q: 3 clusters Score -3107706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3107762.250000 Penalty: 4836.456055
	Iteration 32Q: 3 clusters Score -3107762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3107803.750000 Penalty: 4836.456055
	Iteration 33Q: 3 clusters Score -3107804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3107829.000000 Penalty: 4836.456055
	Iteration 34Q: 3 clusters Score -3107829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3107854.500000 Penalty: 4836.456055
	Iteration 35Q: 3 clusters Score -3107854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3107867.500000 Penalty: 4836.456055
	Iteration 36Q: 3 clusters Score -3107868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3107881.250000 Penalty: 4836.456055
	Iteration 37Q: 3 clusters Score -3107881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3107892.500000 Penalty: 4836.456055
	Iteration 38Q: 3 clusters Score -3107892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3107895.750000 Penalty: 4836.456055
	Iteration 39Q: 3 clusters Score -3107896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3107907.500000 Penalty: 4836.456055
	Iteration 40F: 3 clusters Score -3107908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3107916.250000 Penalty: 4836.456055
	Iteration 41Q: 3 clusters Score -3107916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3107933.500000 Penalty: 4836.456055
	Iteration 42Q: 3 clusters Score -3107934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3107931.750000 Penalty: 4836.456055
	Iteration 43Q: 3 clusters Score -3107932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3107937.750000 Penalty: 4836.456055
	Iteration 44Q: 3 clusters Score -3107938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3107943.750000 Penalty: 4836.456055
	Iteration 45Q: 3 clusters Score -3107944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3107952.250000 Penalty: 4836.456055
	Iteration 46Q: 3 clusters Score -3107952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3107971.250000 Penalty: 4836.456055
	Iteration 47Q: 3 clusters Score -3107971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3107973.750000 Penalty: 4836.456055
	Iteration 48Q: 3 clusters Score -3107974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3107982.000000 Penalty: 4836.456055
	Iteration 49Q: 3 clusters Score -3107982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3107984.750000 Penalty: 4836.456055
	Iteration 50Q: 3 clusters Score -3107985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3107986.000000 Penalty: 4836.456055
	Iteration 51Q: 3 clusters Score -3107986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -3107986.000000 Penalty: 4836.456055
	Iteration 52F: 3 clusters Score -3107986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97638.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97638.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96106.500000 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -96106.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -96337.875000 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96337.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96410.226562 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -96410.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96437.031250 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -96437.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -96447.601562 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -96459.039062 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96459.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -96462.695312 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96462.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -96462.695312 Penalty: 3133.313721
	Iteration 7F: 3 clusters Score -96462.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Entering Unmasked Estep 
Score: -4042818.000000 Penalty: 2478.311279
	Iteration 0F: 2 clusters Score -4042818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4027552.000000 Penalty: 4956.622559
	Iteration 0F: 3 clusters Score -4027552 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -4032686.250000 Penalty: 4956.622559
	Iteration 1F: 3 clusters Score -4032686 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -4033077.750000 Penalty: 4956.622559
	Iteration 2F: 3 clusters Score -4033078 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4033382.500000 Penalty: 4956.622559
	Iteration 3Q: 3 clusters Score -4033382 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4033638.000000 Penalty: 4956.622559
	Iteration 4Q: 3 clusters Score -4033638 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4033925.250000 Penalty: 4956.622559
	Iteration 5Q: 3 clusters Score -4033925 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4034136.500000 Penalty: 4956.622559
	Iteration 6Q: 3 clusters Score -4034136 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -4034385.500000 Penalty: 4956.622559
	Iteration 7Q: 3 clusters Score -4034386 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4034620.750000 Penalty: 4956.622559
	Iteration 8Q: 3 clusters Score -4034621 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -4034874.500000 Penalty: 4956.622559
	Iteration 9Q: 3 clusters Score -4034874 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4035190.250000 Penalty: 4956.622559
	Iteration 10Q: 3 clusters Score -4035190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -4035522.250000 Penalty: 4956.622559
	Iteration 11Q: 3 clusters Score -4035522 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -4035934.500000 Penalty: 4956.622559
	Iteration 12Q: 3 clusters Score -4035934 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -4036467.500000 Penalty: 4956.622559
	Iteration 13Q: 3 clusters Score -4036468 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -4037074.500000 Penalty: 4956.622559
	Iteration 14Q: 3 clusters Score -4037074 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -4037757.750000 Penalty: 4956.622559
	Iteration 15Q: 3 clusters Score -4037758 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4038562.500000 Penalty: 4956.622559
	Iteration 16Q: 3 clusters Score -4038562 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4039311.500000 Penalty: 4956.622559
	Iteration 17Q: 3 clusters Score -4039312 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4039880.500000 Penalty: 4956.622559
	Iteration 18Q: 3 clusters Score -4039880 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4040194.500000 Penalty: 4956.622559
	Iteration 19Q: 3 clusters Score -4040194 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4040384.750000 Penalty: 4956.622559
	Iteration 20F: 3 clusters Score -4040385 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4040479.000000 Penalty: 4956.622559
	Iteration 21Q: 3 clusters Score -4040479 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4040541.500000 Penalty: 4956.622559
	Iteration 22Q: 3 clusters Score -4040542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -4040595.000000 Penalty: 4956.622559
	Iteration 23Q: 3 clusters Score -4040595 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4040624.250000 Penalty: 4956.622559
	Iteration 24Q: 3 clusters Score -4040624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4040650.750000 Penalty: 4956.622559
	Iteration 25Q: 3 clusters Score -4040651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4040672.250000 Penalty: 4956.622559
	Iteration 26Q: 3 clusters Score -4040672 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4040686.000000 Penalty: 4956.622559
	Iteration 27Q: 3 clusters Score -4040686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -4040704.000000 Penalty: 4956.622559
	Iteration 28Q: 3 clusters Score -4040704 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -4040712.500000 Penalty: 4956.622559
	Iteration 29Q: 3 clusters Score -4040712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4040715.250000 Penalty: 4956.622559
	Iteration 30Q: 3 clusters Score -4040715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4040722.000000 Penalty: 4956.622559
	Iteration 31Q: 3 clusters Score -4040722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4040723.500000 Penalty: 4956.622559
	Iteration 32Q: 3 clusters Score -4040724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4040725.500000 Penalty: 4956.622559
	Iteration 33Q: 3 clusters Score -4040726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4040721.500000 Penalty: 4956.622559
	Iteration 34Q: 3 clusters Score -4040722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4040717.500000 Penalty: 4956.622559
	Iteration 35Q: 3 clusters Score -4040718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4040724.500000 Penalty: 4956.622559
	Iteration 36Q: 3 clusters Score -4040724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4040721.250000 Penalty: 4956.622559
	Iteration 37Q: 3 clusters Score -4040721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4040718.500000 Penalty: 4956.622559
	Iteration 38Q: 3 clusters Score -4040718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4040729.000000 Penalty: 4956.622559
	Iteration 39Q: 3 clusters Score -4040729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4040722.250000 Penalty: 4956.622559
	Iteration 40F: 3 clusters Score -4040722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -4040724.000000 Penalty: 4956.622559
	Iteration 41Q: 3 clusters Score -4040724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4040727.250000 Penalty: 4956.622559
	Iteration 42Q: 3 clusters Score -4040727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4040727.750000 Penalty: 4956.622559
	Iteration 43Q: 3 clusters Score -4040728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4040729.500000 Penalty: 4956.622559
	Iteration 44Q: 3 clusters Score -4040730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4040727.500000 Penalty: 4956.622559
	Iteration 45Q: 3 clusters Score -4040728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4040729.250000 Penalty: 4956.622559
	Iteration 46Q: 3 clusters Score -4040729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4040729.250000 Penalty: 4956.622559
	Iteration 47Q: 3 clusters Score -4040729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4040729.250000 Penalty: 4956.622559
	Iteration 48F: 3 clusters Score -4040729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Entering Unmasked Estep 
Score: -4771299.000000 Penalty: 2515.984619
	Iteration 0F: 2 clusters Score -4771299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -4753751.500000 Penalty: 5031.969238
	Iteration 0F: 3 clusters Score -4753752 nChanged 11420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -4759937.000000 Penalty: 5031.969238
	Iteration 1F: 3 clusters Score -4759937 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -4760387.000000 Penalty: 5031.969238
	Iteration 2Q: 3 clusters Score -4760387 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -4760769.000000 Penalty: 5031.969238
	Iteration 3Q: 3 clusters Score -4760769 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -4761177.500000 Penalty: 5031.969238
	Iteration 4Q: 3 clusters Score -4761178 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4761650.000000 Penalty: 5031.969238
	Iteration 5Q: 3 clusters Score -4761650 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4762340.000000 Penalty: 5031.969238
	Iteration 6Q: 3 clusters Score -4762340 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4763359.000000 Penalty: 5031.969238
	Iteration 7F: 3 clusters Score -4763359 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -4764729.000000 Penalty: 5031.969238
	Iteration 8F: 3 clusters Score -4764729 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -4766271.500000 Penalty: 5031.969238
	Iteration 9F: 3 clusters Score -4766272 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -4767626.000000 Penalty: 5031.969238
	Iteration 10F: 3 clusters Score -4767626 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4768417.000000 Penalty: 5031.969238
	Iteration 11Q: 3 clusters Score -4768417 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4768776.500000 Penalty: 5031.969238
	Iteration 12Q: 3 clusters Score -4768776 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -4768926.000000 Penalty: 5031.969238
	Iteration 13Q: 3 clusters Score -4768926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4768988.000000 Penalty: 5031.969238
	Iteration 14Q: 3 clusters Score -4768988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -4769034.000000 Penalty: 5031.969238
	Iteration 15Q: 3 clusters Score -4769034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4769054.500000 Penalty: 5031.969238
	Iteration 16Q: 3 clusters Score -4769054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4769055.500000 Penalty: 5031.969238
	Iteration 17Q: 3 clusters Score -4769056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4769060.000000 Penalty: 5031.969238
	Iteration 18Q: 3 clusters Score -4769060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4769066.500000 Penalty: 5031.969238
	Iteration 19Q: 3 clusters Score -4769066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4769066.000000 Penalty: 5031.969238
	Iteration 20F: 3 clusters Score -4769066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4769072.500000 Penalty: 5031.969238
	Iteration 21Q: 3 clusters Score -4769072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4769077.000000 Penalty: 5031.969238
	Iteration 22Q: 3 clusters Score -4769077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -4769080.500000 Penalty: 5031.969238
	Iteration 23Q: 3 clusters Score -4769080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4769083.500000 Penalty: 5031.969238
	Iteration 24Q: 3 clusters Score -4769084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4769083.500000 Penalty: 5031.969238
	Iteration 25F: 3 clusters Score -4769084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -8781941.000000 Penalty: 2665.483398
	Iteration 0F: 2 clusters Score -8781941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -8751768.000000 Penalty: 5330.966797
	Iteration 0F: 3 clusters Score -8751768 nChanged 21410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8763623.000000 Penalty: 5330.966797
	Iteration 1F: 3 clusters Score -8763623 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -8764613.000000 Penalty: 5330.966797
	Iteration 2F: 3 clusters Score -8764613 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -8765855.000000 Penalty: 5330.966797
	Iteration 3F: 3 clusters Score -8765855 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -8767504.000000 Penalty: 5330.966797
	Iteration 4F: 3 clusters Score -8767504 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8769669.000000 Penalty: 5330.966797
	Iteration 5F: 3 clusters Score -8769669 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -8772359.000000 Penalty: 5330.966797
	Iteration 6F: 3 clusters Score -8772359 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -8775316.000000 Penalty: 5330.966797
	Iteration 7F: 3 clusters Score -8775316 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8777649.000000 Penalty: 5330.966797
	Iteration 8F: 3 clusters Score -8777649 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8778887.000000 Penalty: 5330.966797
	Iteration 9Q: 3 clusters Score -8778887 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8779294.000000 Penalty: 5330.966797
	Iteration 10Q: 3 clusters Score -8779294 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8779450.000000 Penalty: 5330.966797
	Iteration 11Q: 3 clusters Score -8779450 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8779550.000000 Penalty: 5330.966797
	Iteration 12Q: 3 clusters Score -8779550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8779601.000000 Penalty: 5330.966797
	Iteration 13Q: 3 clusters Score -8779601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -8779616.000000 Penalty: 5330.966797
	Iteration 14Q: 3 clusters Score -8779616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8779637.000000 Penalty: 5330.966797
	Iteration 15Q: 3 clusters Score -8779637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8779641.000000 Penalty: 5330.966797
	Iteration 16Q: 3 clusters Score -8779641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8779656.000000 Penalty: 5330.966797
	Iteration 17Q: 3 clusters Score -8779656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8779657.000000 Penalty: 5330.966797
	Iteration 18Q: 3 clusters Score -8779657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8779651.000000 Penalty: 5330.966797
	Iteration 19Q: 3 clusters Score -8779651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -8779657.000000 Penalty: 5330.966797
	Iteration 20F: 3 clusters Score -8779657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8779661.000000 Penalty: 5330.966797
	Iteration 21Q: 3 clusters Score -8779661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8779657.000000 Penalty: 5330.966797
	Iteration 22Q: 3 clusters Score -8779657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8779665.000000 Penalty: 5330.966797
	Iteration 23Q: 3 clusters Score -8779665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8779660.000000 Penalty: 5330.966797
	Iteration 24Q: 3 clusters Score -8779660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8779661.000000 Penalty: 5330.966797
	Iteration 25Q: 3 clusters Score -8779661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8779670.000000 Penalty: 5330.966797
	Iteration 26Q: 3 clusters Score -8779670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8779669.000000 Penalty: 5330.966797
	Iteration 27Q: 3 clusters Score -8779669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -8779669.000000 Penalty: 5330.966797
	Iteration 28F: 3 clusters Score -8779669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Entering Unmasked Estep 
Score: -4492834.000000 Penalty: 2502.682129
	Iteration 0F: 2 clusters Score -4492834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -4476172.000000 Penalty: 5005.364258
	Iteration 0F: 3 clusters Score -4476172 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -4481775.000000 Penalty: 5005.364258
	Iteration 1F: 3 clusters Score -4481775 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4482154.500000 Penalty: 5005.364258
	Iteration 2Q: 3 clusters Score -4482154 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -4482517.500000 Penalty: 5005.364258
	Iteration 3Q: 3 clusters Score -4482518 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -4482791.500000 Penalty: 5005.364258
	Iteration 4Q: 3 clusters Score -4482792 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4483044.000000 Penalty: 5005.364258
	Iteration 5Q: 3 clusters Score -4483044 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4483375.500000 Penalty: 5005.364258
	Iteration 6Q: 3 clusters Score -4483376 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -4483740.000000 Penalty: 5005.364258
	Iteration 7Q: 3 clusters Score -4483740 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -4484119.000000 Penalty: 5005.364258
	Iteration 8Q: 3 clusters Score -4484119 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -4484649.000000 Penalty: 5005.364258
	Iteration 9Q: 3 clusters Score -4484649 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4485301.000000 Penalty: 5005.364258
	Iteration 10Q: 3 clusters Score -4485301 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4486158.000000 Penalty: 5005.364258
	Iteration 11F: 3 clusters Score -4486158 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4487230.500000 Penalty: 5005.364258
	Iteration 12F: 3 clusters Score -4487230 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4488221.500000 Penalty: 5005.364258
	Iteration 13F: 3 clusters Score -4488222 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -4488993.000000 Penalty: 5005.364258
	Iteration 14Q: 3 clusters Score -4488993 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -4489562.000000 Penalty: 5005.364258
	Iteration 15Q: 3 clusters Score -4489562 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4489937.500000 Penalty: 5005.364258
	Iteration 16Q: 3 clusters Score -4489938 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4490188.500000 Penalty: 5005.364258
	Iteration 17Q: 3 clusters Score -4490188 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4490368.500000 Penalty: 5005.364258
	Iteration 18Q: 3 clusters Score -4490368 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -4490474.500000 Penalty: 5005.364258
	Iteration 19Q: 3 clusters Score -4490474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -4490548.500000 Penalty: 5005.364258
	Iteration 20F: 3 clusters Score -4490548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -4490599.500000 Penalty: 5005.364258
	Iteration 21Q: 3 clusters Score -4490600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -4490628.500000 Penalty: 5005.364258
	Iteration 22Q: 3 clusters Score -4490628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -4490669.000000 Penalty: 5005.364258
	Iteration 23Q: 3 clusters Score -4490669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4490683.000000 Penalty: 5005.364258
	Iteration 24Q: 3 clusters Score -4490683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -4490705.500000 Penalty: 5005.364258
	Iteration 25Q: 3 clusters Score -4490706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -4490711.500000 Penalty: 5005.364258
	Iteration 26Q: 3 clusters Score -4490712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -4490713.000000 Penalty: 5005.364258
	Iteration 27Q: 3 clusters Score -4490713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -4490723.500000 Penalty: 5005.364258
	Iteration 28Q: 3 clusters Score -4490724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -4490721.500000 Penalty: 5005.364258
	Iteration 29Q: 3 clusters Score -4490722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4490721.500000 Penalty: 5005.364258
	Iteration 30Q: 3 clusters Score -4490722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -4490721.500000 Penalty: 5005.364258
	Iteration 31F: 3 clusters Score -4490722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Entering Unmasked Estep 
Score: -7409607.000000 Penalty: 2625.372803
	Iteration 0F: 2 clusters Score -7409607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -7382963.000000 Penalty: 5250.745605
	Iteration 0F: 3 clusters Score -7382963 nChanged 18035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -7392821.500000 Penalty: 5250.745605
	Iteration 1F: 3 clusters Score -7392822 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -7393622.000000 Penalty: 5250.745605
	Iteration 2Q: 3 clusters Score -7393622 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -7394762.500000 Penalty: 5250.745605
	Iteration 3F: 3 clusters Score -7394762 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -7396511.000000 Penalty: 5250.745605
	Iteration 4F: 3 clusters Score -7396511 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -7399002.000000 Penalty: 5250.745605
	Iteration 5F: 3 clusters Score -7399002 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7401914.500000 Penalty: 5250.745605
	Iteration 6F: 3 clusters Score -7401914 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -7404657.000000 Penalty: 5250.745605
	Iteration 7F: 3 clusters Score -7404657 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -7406413.500000 Penalty: 5250.745605
	Iteration 8Q: 3 clusters Score -7406414 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7407120.000000 Penalty: 5250.745605
	Iteration 9Q: 3 clusters Score -7407120 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -7407404.500000 Penalty: 5250.745605
	Iteration 10Q: 3 clusters Score -7407404 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -7407556.000000 Penalty: 5250.745605
	Iteration 11Q: 3 clusters Score -7407556 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -7407628.500000 Penalty: 5250.745605
	Iteration 12Q: 3 clusters Score -7407628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -7407678.500000 Penalty: 5250.745605
	Iteration 13Q: 3 clusters Score -7407678 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7407727.500000 Penalty: 5250.745605
	Iteration 14Q: 3 clusters Score -7407728 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -7407756.500000 Penalty: 5250.745605
	Iteration 15Q: 3 clusters Score -7407756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -7407804.000000 Penalty: 5250.745605
	Iteration 16Q: 3 clusters Score -7407804 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -7407848.000000 Penalty: 5250.745605
	Iteration 17Q: 3 clusters Score -7407848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -7407866.000000 Penalty: 5250.745605
	Iteration 18Q: 3 clusters Score -7407866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -7407872.000000 Penalty: 5250.745605
	Iteration 19Q: 3 clusters Score -7407872 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7407876.000000 Penalty: 5250.745605
	Iteration 20F: 3 clusters Score -7407876 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -7407891.500000 Penalty: 5250.745605
	Iteration 21Q: 3 clusters Score -7407892 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -7407898.000000 Penalty: 5250.745605
	Iteration 22Q: 3 clusters Score -7407898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7407905.000000 Penalty: 5250.745605
	Iteration 23Q: 3 clusters Score -7407905 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -7407925.000000 Penalty: 5250.745605
	Iteration 24Q: 3 clusters Score -7407925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -7407914.500000 Penalty: 5250.745605
	Iteration 25Q: 3 clusters Score -7407914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7407937.500000 Penalty: 5250.745605
	Iteration 26Q: 3 clusters Score -7407938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -7407958.000000 Penalty: 5250.745605
	Iteration 27Q: 3 clusters Score -7407958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -7407952.000000 Penalty: 5250.745605
	Iteration 28Q: 3 clusters Score -7407952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -7407961.500000 Penalty: 5250.745605
	Iteration 29Q: 3 clusters Score -7407962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7407951.000000 Penalty: 5250.745605
	Iteration 30Q: 3 clusters Score -7407951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7407953.500000 Penalty: 5250.745605
	Iteration 31Q: 3 clusters Score -7407954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -7407965.000000 Penalty: 5250.745605
	Iteration 32Q: 3 clusters Score -7407965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -7407975.000000 Penalty: 5250.745605
	Iteration 33Q: 3 clusters Score -7407975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -7407970.500000 Penalty: 5250.745605
	Iteration 34Q: 3 clusters Score -7407970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7407970.000000 Penalty: 5250.745605
	Iteration 35Q: 3 clusters Score -7407970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -7407971.500000 Penalty: 5250.745605
	Iteration 36Q: 3 clusters Score -7407972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -7407969.000000 Penalty: 5250.745605
	Iteration 37Q: 3 clusters Score -7407969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -7407970.000000 Penalty: 5250.745605
	Iteration 38Q: 3 clusters Score -7407970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -7407970.500000 Penalty: 5250.745605
	Iteration 39Q: 3 clusters Score -7407970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -7407965.000000 Penalty: 5250.745605
	Iteration 40F: 3 clusters Score -7407965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -7407974.000000 Penalty: 5250.745605
	Iteration 41Q: 3 clusters Score -7407974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -7407971.000000 Penalty: 5250.745605
	Iteration 42Q: 3 clusters Score -7407971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7407969.000000 Penalty: 5250.745605
	Iteration 43Q: 3 clusters Score -7407969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7407970.000000 Penalty: 5250.745605
	Iteration 44Q: 3 clusters Score -7407970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -7407968.500000 Penalty: 5250.745605
	Iteration 45Q: 3 clusters Score -7407968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -7407967.000000 Penalty: 5250.745605
	Iteration 46Q: 3 clusters Score -7407967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7407973.500000 Penalty: 5250.745605
	Iteration 47Q: 3 clusters Score -7407974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -7407969.000000 Penalty: 5250.745605
	Iteration 48Q: 3 clusters Score -7407969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7407971.500000 Penalty: 5250.745605
	Iteration 49Q: 3 clusters Score -7407972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -7407978.000000 Penalty: 5250.745605
	Iteration 50Q: 3 clusters Score -7407978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -7407977.500000 Penalty: 5250.745605
	Iteration 51Q: 3 clusters Score -7407978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -7407972.500000 Penalty: 5250.745605
	Iteration 52Q: 3 clusters Score -7407972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -7407974.000000 Penalty: 5250.745605
	Iteration 53Q: 3 clusters Score -7407974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7407962.500000 Penalty: 5250.745605
	Iteration 54Q: 3 clusters Score -7407962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -7407975.000000 Penalty: 5250.745605
	Iteration 55Q: 3 clusters Score -7407975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7407967.000000 Penalty: 5250.745605
	Iteration 56Q: 3 clusters Score -7407967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -7407975.000000 Penalty: 5250.745605
	Iteration 57Q: 3 clusters Score -7407975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -7407970.000000 Penalty: 5250.745605
	Iteration 58Q: 3 clusters Score -7407970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7407966.000000 Penalty: 5250.745605
	Iteration 59Q: 3 clusters Score -7407966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -7407969.500000 Penalty: 5250.745605
	Iteration 60F: 3 clusters Score -7407970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -7407972.000000 Penalty: 5250.745605
	Iteration 61Q: 3 clusters Score -7407972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7407976.500000 Penalty: 5250.745605
	Iteration 62Q: 3 clusters Score -7407976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -7407972.000000 Penalty: 5250.745605
	Iteration 63Q: 3 clusters Score -7407972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -7407968.500000 Penalty: 5250.745605
	Iteration 64Q: 3 clusters Score -7407968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -7407969.500000 Penalty: 5250.745605
	Iteration 65Q: 3 clusters Score -7407970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7407963.000000 Penalty: 5250.745605
	Iteration 66Q: 3 clusters Score -7407963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7407948.500000 Penalty: 5250.745605
	Iteration 67Q: 3 clusters Score -7407948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7407948.500000 Penalty: 5250.745605
	Iteration 68Q: 3 clusters Score -7407948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -7407953.500000 Penalty: 5250.745605
	Iteration 69Q: 3 clusters Score -7407954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -7407958.000000 Penalty: 5250.745605
	Iteration 70Q: 3 clusters Score -7407958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -7407958.000000 Penalty: 5250.745605
	Iteration 71Q: 3 clusters Score -7407958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7407961.500000 Penalty: 5250.745605
	Iteration 72Q: 3 clusters Score -7407962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -7407959.000000 Penalty: 5250.745605
	Iteration 73Q: 3 clusters Score -7407959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -7407959.000000 Penalty: 5250.745605
	Iteration 74F: 3 clusters Score -7407959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -98875.578125 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -98875.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97319.609375 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -97319.61 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97544.945312 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -97544.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97639.906250 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -97639.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97699.132812 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -97699.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -97741.593750 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -97741.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -97777.515625 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -97777.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -97796.804688 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -97796.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97805.875000 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -97805.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -97816.265625 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -97816.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97824.445312 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -97824.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97830.117188 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -97830.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97831.546875 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -97831.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97831.546875 Penalty: 3140.425049
	Iteration 12F: 3 clusters Score -97831.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Entering Unmasked Estep 
Score: -8973828.000000 Penalty: 2671.084961
	Iteration 0F: 2 clusters Score -8973828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8943438.000000 Penalty: 5342.169922
	Iteration 0F: 3 clusters Score -8943438 nChanged 21927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8955606.000000 Penalty: 5342.169922
	Iteration 1F: 3 clusters Score -8955606 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8956136.000000 Penalty: 5342.169922
	Iteration 2Q: 3 clusters Score -8956136 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -8956598.000000 Penalty: 5342.169922
	Iteration 3Q: 3 clusters Score -8956598 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8957138.000000 Penalty: 5342.169922
	Iteration 4Q: 3 clusters Score -8957138 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8957644.000000 Penalty: 5342.169922
	Iteration 5Q: 3 clusters Score -8957644 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8958202.000000 Penalty: 5342.169922
	Iteration 6Q: 3 clusters Score -8958202 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -8958830.000000 Penalty: 5342.169922
	Iteration 7Q: 3 clusters Score -8958830 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8959726.000000 Penalty: 5342.169922
	Iteration 8Q: 3 clusters Score -8959726 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -8960978.000000 Penalty: 5342.169922
	Iteration 9Q: 3 clusters Score -8960978 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -8962541.000000 Penalty: 5342.169922
	Iteration 10Q: 3 clusters Score -8962541 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -8964125.000000 Penalty: 5342.169922
	Iteration 11F: 3 clusters Score -8964125 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8965138.000000 Penalty: 5342.169922
	Iteration 12Q: 3 clusters Score -8965138 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -8965657.000000 Penalty: 5342.169922
	Iteration 13Q: 3 clusters Score -8965657 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8965958.000000 Penalty: 5342.169922
	Iteration 14Q: 3 clusters Score -8965958 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -8966162.000000 Penalty: 5342.169922
	Iteration 15Q: 3 clusters Score -8966162 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -8966315.000000 Penalty: 5342.169922
	Iteration 16Q: 3 clusters Score -8966315 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -8966475.000000 Penalty: 5342.169922
	Iteration 17Q: 3 clusters Score -8966475 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -8966674.000000 Penalty: 5342.169922
	Iteration 18Q: 3 clusters Score -8966674 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -8966922.000000 Penalty: 5342.169922
	Iteration 19Q: 3 clusters Score -8966922 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8967190.000000 Penalty: 5342.169922
	Iteration 20F: 3 clusters Score -8967190 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -8967424.000000 Penalty: 5342.169922
	Iteration 21Q: 3 clusters Score -8967424 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -8967732.000000 Penalty: 5342.169922
	Iteration 22Q: 3 clusters Score -8967732 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -8968000.000000 Penalty: 5342.169922
	Iteration 23Q: 3 clusters Score -8968000 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -8968283.000000 Penalty: 5342.169922
	Iteration 24Q: 3 clusters Score -8968283 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -8968585.000000 Penalty: 5342.169922
	Iteration 25Q: 3 clusters Score -8968585 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8968834.000000 Penalty: 5342.169922
	Iteration 26Q: 3 clusters Score -8968834 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -8969106.000000 Penalty: 5342.169922
	Iteration 27Q: 3 clusters Score -8969106 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8969402.000000 Penalty: 5342.169922
	Iteration 28Q: 3 clusters Score -8969402 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -8969674.000000 Penalty: 5342.169922
	Iteration 29Q: 3 clusters Score -8969674 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8970016.000000 Penalty: 5342.169922
	Iteration 30Q: 3 clusters Score -8970016 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8970205.000000 Penalty: 5342.169922
	Iteration 31Q: 3 clusters Score -8970205 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8970494.000000 Penalty: 5342.169922
	Iteration 32Q: 3 clusters Score -8970494 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8970753.000000 Penalty: 5342.169922
	Iteration 33Q: 3 clusters Score -8970753 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8970922.000000 Penalty: 5342.169922
	Iteration 34Q: 3 clusters Score -8970922 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8971093.000000 Penalty: 5342.169922
	Iteration 35Q: 3 clusters Score -8971093 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8971191.000000 Penalty: 5342.169922
	Iteration 36Q: 3 clusters Score -8971191 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8971341.000000 Penalty: 5342.169922
	Iteration 37Q: 3 clusters Score -8971341 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8971405.000000 Penalty: 5342.169922
	Iteration 38Q: 3 clusters Score -8971405 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8971459.000000 Penalty: 5342.169922
	Iteration 39Q: 3 clusters Score -8971459 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8971506.000000 Penalty: 5342.169922
	Iteration 40F: 3 clusters Score -8971506 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8971535.000000 Penalty: 5342.169922
	Iteration 41Q: 3 clusters Score -8971535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8971580.000000 Penalty: 5342.169922
	Iteration 42Q: 3 clusters Score -8971580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8971599.000000 Penalty: 5342.169922
	Iteration 43Q: 3 clusters Score -8971599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8971606.000000 Penalty: 5342.169922
	Iteration 44Q: 3 clusters Score -8971606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8971621.000000 Penalty: 5342.169922
	Iteration 45Q: 3 clusters Score -8971621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8971649.000000 Penalty: 5342.169922
	Iteration 46Q: 3 clusters Score -8971649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8971657.000000 Penalty: 5342.169922
	Iteration 47Q: 3 clusters Score -8971657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8971670.000000 Penalty: 5342.169922
	Iteration 48Q: 3 clusters Score -8971670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8971682.000000 Penalty: 5342.169922
	Iteration 49Q: 3 clusters Score -8971682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8971682.000000 Penalty: 5342.169922
	Iteration 50Q: 3 clusters Score -8971682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8971685.000000 Penalty: 5342.169922
	Iteration 51Q: 3 clusters Score -8971685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8971685.000000 Penalty: 5342.169922
	Iteration 52Q: 3 clusters Score -8971685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8971687.000000 Penalty: 5342.169922
	Iteration 53Q: 3 clusters Score -8971687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8971684.000000 Penalty: 5342.169922
	Iteration 54Q: 3 clusters Score -8971684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8971684.000000 Penalty: 5342.169922
	Iteration 55F: 3 clusters Score -8971684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Entering Unmasked Estep 
Score: -5302203.500000 Penalty: 2542.625732
	Iteration 0F: 2 clusters Score -5302204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5282883.000000 Penalty: 5085.251465
	Iteration 0F: 3 clusters Score -5282883 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -5289786.500000 Penalty: 5085.251465
	Iteration 1F: 3 clusters Score -5289786 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5290412.500000 Penalty: 5085.251465
	Iteration 2F: 3 clusters Score -5290412 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -5291097.000000 Penalty: 5085.251465
	Iteration 3F: 3 clusters Score -5291097 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5291817.500000 Penalty: 5085.251465
	Iteration 4F: 3 clusters Score -5291818 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -5292671.000000 Penalty: 5085.251465
	Iteration 5F: 3 clusters Score -5292671 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -5293732.500000 Penalty: 5085.251465
	Iteration 6F: 3 clusters Score -5293732 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -5295067.500000 Penalty: 5085.251465
	Iteration 7F: 3 clusters Score -5295068 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -5296493.500000 Penalty: 5085.251465
	Iteration 8F: 3 clusters Score -5296494 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5297895.500000 Penalty: 5085.251465
	Iteration 9F: 3 clusters Score -5297896 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -5298694.000000 Penalty: 5085.251465
	Iteration 10Q: 3 clusters Score -5298694 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5299080.000000 Penalty: 5085.251465
	Iteration 11Q: 3 clusters Score -5299080 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -5299231.500000 Penalty: 5085.251465
	Iteration 12Q: 3 clusters Score -5299232 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -5299328.500000 Penalty: 5085.251465
	Iteration 13Q: 3 clusters Score -5299328 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -5299409.000000 Penalty: 5085.251465
	Iteration 14Q: 3 clusters Score -5299409 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -5299462.500000 Penalty: 5085.251465
	Iteration 15Q: 3 clusters Score -5299462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -5299539.000000 Penalty: 5085.251465
	Iteration 16Q: 3 clusters Score -5299539 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5299597.000000 Penalty: 5085.251465
	Iteration 17Q: 3 clusters Score -5299597 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -5299643.000000 Penalty: 5085.251465
	Iteration 18Q: 3 clusters Score -5299643 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -5299657.000000 Penalty: 5085.251465
	Iteration 19Q: 3 clusters Score -5299657 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5299691.000000 Penalty: 5085.251465
	Iteration 20F: 3 clusters Score -5299691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -5299722.000000 Penalty: 5085.251465
	Iteration 21Q: 3 clusters Score -5299722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5299734.000000 Penalty: 5085.251465
	Iteration 22Q: 3 clusters Score -5299734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -5299734.500000 Penalty: 5085.251465
	Iteration 23Q: 3 clusters Score -5299734 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -5299754.500000 Penalty: 5085.251465
	Iteration 24Q: 3 clusters Score -5299754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5299768.000000 Penalty: 5085.251465
	Iteration 25Q: 3 clusters Score -5299768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -5299805.500000 Penalty: 5085.251465
	Iteration 26Q: 3 clusters Score -5299806 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5299808.500000 Penalty: 5085.251465
	Iteration 27Q: 3 clusters Score -5299808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -5299834.500000 Penalty: 5085.251465
	Iteration 28Q: 3 clusters Score -5299834 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -5299856.000000 Penalty: 5085.251465
	Iteration 29Q: 3 clusters Score -5299856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -5299849.500000 Penalty: 5085.251465
	Iteration 30Q: 3 clusters Score -5299850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -5299883.500000 Penalty: 5085.251465
	Iteration 31Q: 3 clusters Score -5299884 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5299896.500000 Penalty: 5085.251465
	Iteration 32Q: 3 clusters Score -5299896 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -5299905.000000 Penalty: 5085.251465
	Iteration 33Q: 3 clusters Score -5299905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -5299910.500000 Penalty: 5085.251465
	Iteration 34Q: 3 clusters Score -5299910 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -5299917.500000 Penalty: 5085.251465
	Iteration 35Q: 3 clusters Score -5299918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -5299910.500000 Penalty: 5085.251465
	Iteration 36Q: 3 clusters Score -5299910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5299918.500000 Penalty: 5085.251465
	Iteration 37Q: 3 clusters Score -5299918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -5299926.500000 Penalty: 5085.251465
	Iteration 38Q: 3 clusters Score -5299926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5299941.500000 Penalty: 5085.251465
	Iteration 39Q: 3 clusters Score -5299942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -5299932.000000 Penalty: 5085.251465
	Iteration 40F: 3 clusters Score -5299932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5299948.000000 Penalty: 5085.251465
	Iteration 41Q: 3 clusters Score -5299948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -5299966.500000 Penalty: 5085.251465
	Iteration 42Q: 3 clusters Score -5299966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5299963.000000 Penalty: 5085.251465
	Iteration 43Q: 3 clusters Score -5299963 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5299974.500000 Penalty: 5085.251465
	Iteration 44Q: 3 clusters Score -5299974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5300000.000000 Penalty: 5085.251465
	Iteration 45Q: 3 clusters Score -5300000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -5299992.500000 Penalty: 5085.251465
	Iteration 46Q: 3 clusters Score -5299992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5300005.000000 Penalty: 5085.251465
	Iteration 47Q: 3 clusters Score -5300005 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -5300004.000000 Penalty: 5085.251465
	Iteration 48Q: 3 clusters Score -5300004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -5300015.000000 Penalty: 5085.251465
	Iteration 49Q: 3 clusters Score -5300015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -5300050.500000 Penalty: 5085.251465
	Iteration 50Q: 3 clusters Score -5300050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5300047.000000 Penalty: 5085.251465
	Iteration 51Q: 3 clusters Score -5300047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5300065.500000 Penalty: 5085.251465
	Iteration 52Q: 3 clusters Score -5300066 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5300062.000000 Penalty: 5085.251465
	Iteration 53Q: 3 clusters Score -5300062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -5300084.500000 Penalty: 5085.251465
	Iteration 54Q: 3 clusters Score -5300084 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5300072.000000 Penalty: 5085.251465
	Iteration 55Q: 3 clusters Score -5300072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -5300095.500000 Penalty: 5085.251465
	Iteration 56Q: 3 clusters Score -5300096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -5300093.000000 Penalty: 5085.251465
	Iteration 57Q: 3 clusters Score -5300093 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -5300107.000000 Penalty: 5085.251465
	Iteration 58Q: 3 clusters Score -5300107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5300108.500000 Penalty: 5085.251465
	Iteration 59Q: 3 clusters Score -5300108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -5300117.500000 Penalty: 5085.251465
	Iteration 60F: 3 clusters Score -5300118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5300126.500000 Penalty: 5085.251465
	Iteration 61Q: 3 clusters Score -5300126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5300137.000000 Penalty: 5085.251465
	Iteration 62Q: 3 clusters Score -5300137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5300147.500000 Penalty: 5085.251465
	Iteration 63Q: 3 clusters Score -5300148 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -5300156.500000 Penalty: 5085.251465
	Iteration 64Q: 3 clusters Score -5300156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5300166.000000 Penalty: 5085.251465
	Iteration 65Q: 3 clusters Score -5300166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -5300184.000000 Penalty: 5085.251465
	Iteration 66Q: 3 clusters Score -5300184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -5300182.000000 Penalty: 5085.251465
	Iteration 67Q: 3 clusters Score -5300182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -5300197.000000 Penalty: 5085.251465
	Iteration 68Q: 3 clusters Score -5300197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5300215.000000 Penalty: 5085.251465
	Iteration 69Q: 3 clusters Score -5300215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5300214.000000 Penalty: 5085.251465
	Iteration 70Q: 3 clusters Score -5300214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5300214.000000 Penalty: 5085.251465
	Iteration 71Q: 3 clusters Score -5300214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5300210.000000 Penalty: 5085.251465
	Iteration 72Q: 3 clusters Score -5300210 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5300218.000000 Penalty: 5085.251465
	Iteration 73Q: 3 clusters Score -5300218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5300228.000000 Penalty: 5085.251465
	Iteration 74Q: 3 clusters Score -5300228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -5300234.500000 Penalty: 5085.251465
	Iteration 75Q: 3 clusters Score -5300234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5300238.000000 Penalty: 5085.251465
	Iteration 76Q: 3 clusters Score -5300238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5300244.500000 Penalty: 5085.251465
	Iteration 77Q: 3 clusters Score -5300244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -5300248.000000 Penalty: 5085.251465
	Iteration 78Q: 3 clusters Score -5300248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -5300263.000000 Penalty: 5085.251465
	Iteration 79Q: 3 clusters Score -5300263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5300267.500000 Penalty: 5085.251465
	Iteration 80F: 3 clusters Score -5300268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5300270.500000 Penalty: 5085.251465
	Iteration 81Q: 3 clusters Score -5300270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5300280.000000 Penalty: 5085.251465
	Iteration 82Q: 3 clusters Score -5300280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5300264.500000 Penalty: 5085.251465
	Iteration 83Q: 3 clusters Score -5300264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -5300271.000000 Penalty: 5085.251465
	Iteration 84Q: 3 clusters Score -5300271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5300268.000000 Penalty: 5085.251465
	Iteration 85Q: 3 clusters Score -5300268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5300274.000000 Penalty: 5085.251465
	Iteration 86Q: 3 clusters Score -5300274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5300289.000000 Penalty: 5085.251465
	Iteration 87Q: 3 clusters Score -5300289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -5300290.000000 Penalty: 5085.251465
	Iteration 88Q: 3 clusters Score -5300290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -5300295.500000 Penalty: 5085.251465
	Iteration 89Q: 3 clusters Score -5300296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5300290.000000 Penalty: 5085.251465
	Iteration 90Q: 3 clusters Score -5300290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5300298.500000 Penalty: 5085.251465
	Iteration 91Q: 3 clusters Score -5300298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -5300304.000000 Penalty: 5085.251465
	Iteration 92Q: 3 clusters Score -5300304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -5300302.500000 Penalty: 5085.251465
	Iteration 93Q: 3 clusters Score -5300302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5300305.500000 Penalty: 5085.251465
	Iteration 94Q: 3 clusters Score -5300306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -5300305.000000 Penalty: 5085.251465
	Iteration 95Q: 3 clusters Score -5300305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5300297.500000 Penalty: 5085.251465
	Iteration 96Q: 3 clusters Score -5300298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5300307.000000 Penalty: 5085.251465
	Iteration 97Q: 3 clusters Score -5300307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -5300304.000000 Penalty: 5085.251465
	Iteration 98Q: 3 clusters Score -5300304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5300306.500000 Penalty: 5085.251465
	Iteration 99Q: 3 clusters Score -5300306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5300318.000000 Penalty: 5085.251465
	Iteration 100F: 3 clusters Score -5300318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5300324.000000 Penalty: 5085.251465
	Iteration 101Q: 3 clusters Score -5300324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -5300341.500000 Penalty: 5085.251465
	Iteration 102Q: 3 clusters Score -5300342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5300344.500000 Penalty: 5085.251465
	Iteration 103Q: 3 clusters Score -5300344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5300342.500000 Penalty: 5085.251465
	Iteration 104Q: 3 clusters Score -5300342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5300352.000000 Penalty: 5085.251465
	Iteration 105Q: 3 clusters Score -5300352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5300345.500000 Penalty: 5085.251465
	Iteration 106Q: 3 clusters Score -5300346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5300352.000000 Penalty: 5085.251465
	Iteration 107Q: 3 clusters Score -5300352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5300353.500000 Penalty: 5085.251465
	Iteration 108Q: 3 clusters Score -5300354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5300358.000000 Penalty: 5085.251465
	Iteration 109Q: 3 clusters Score -5300358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5300362.500000 Penalty: 5085.251465
	Iteration 110Q: 3 clusters Score -5300362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5300374.500000 Penalty: 5085.251465
	Iteration 111Q: 3 clusters Score -5300374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5300383.500000 Penalty: 5085.251465
	Iteration 112Q: 3 clusters Score -5300384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -5300381.500000 Penalty: 5085.251465
	Iteration 113Q: 3 clusters Score -5300382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -5300384.000000 Penalty: 5085.251465
	Iteration 114Q: 3 clusters Score -5300384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5300388.500000 Penalty: 5085.251465
	Iteration 115Q: 3 clusters Score -5300388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5300392.000000 Penalty: 5085.251465
	Iteration 116Q: 3 clusters Score -5300392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5300393.500000 Penalty: 5085.251465
	Iteration 117Q: 3 clusters Score -5300394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5300394.000000 Penalty: 5085.251465
	Iteration 118Q: 3 clusters Score -5300394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5300392.000000 Penalty: 5085.251465
	Iteration 119Q: 3 clusters Score -5300392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5300390.500000 Penalty: 5085.251465
	Iteration 120F: 3 clusters Score -5300390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5300388.000000 Penalty: 5085.251465
	Iteration 121Q: 3 clusters Score -5300388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5300388.000000 Penalty: 5085.251465
	Iteration 122F: 3 clusters Score -5300388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -123159.023438 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123159 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -123635.835938 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123635.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -123928.554688 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123928.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -124123.695312 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124123.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -124308.335938 Penalty: 3355.459229
	Iteration 4F: 3 clusters Score -124308.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -124494.359375 Penalty: 3355.459229
	Iteration 5F: 3 clusters Score -124494.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -124641.140625 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124641.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124717.437500 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124717.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124828.085938 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124828.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124885.617188 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -124908.914062 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124923.218750 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124932.703125 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124933.476562 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124933.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124936.289062 Penalty: 3355.459229
	Iteration 14F: 3 clusters Score -124936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -124943.445312 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -124943.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124959.242188 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -124959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124968.156250 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -124968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124975.484375 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -124975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -124984.328125 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -124984.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -125000.468750 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -125000.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -125021.156250 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -125021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -125032.125000 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -125032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -125034.656250 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -125034.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -125042.109375 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -125042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -125042.109375 Penalty: 3355.459229
	Iteration 25F: 3 clusters Score -125042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44407 members 
Mstep: Class 14 contains 17170 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21877 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 46533 members 
Mstep: Class 19 contains 24136 members 
Mstep: Class 20 contains 39584 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47596 members 
Mstep: Class 23 contains 28354 members 
Mstep: Class 24 contains 451 members 
Mstep: Class 25 contains 46669 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50451 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 31433 members 
Mstep: Class 31 contains 22857 members 
Mstep: Class 32 contains 50727 members 
Mstep: Class 33 contains 40265 members 
Mstep: Class 34 contains 416 members 
Entering Unmasked Estep 
Score: -137168640.000000 Penalty: 114028.171875
Splitting cluster 24 changes total score from -137170624.000000 to -137168640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46669 members 
Entering Unmasked Estep 
Score: -8735624.000000 Penalty: 2666.207275
	Iteration 0F: 2 clusters Score -8735624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8705357.000000 Penalty: 5332.414551
	Iteration 0F: 3 clusters Score -8705357 nChanged 21580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -8717361.000000 Penalty: 5332.414551
	Iteration 1F: 3 clusters Score -8717361 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8717908.000000 Penalty: 5332.414551
	Iteration 2Q: 3 clusters Score -8717908 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -8718488.000000 Penalty: 5332.414551
	Iteration 3Q: 3 clusters Score -8718488 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -8719135.000000 Penalty: 5332.414551
	Iteration 4Q: 3 clusters Score -8719135 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -8720012.000000 Penalty: 5332.414551
	Iteration 5Q: 3 clusters Score -8720012 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -8721416.000000 Penalty: 5332.414551
	Iteration 6F: 3 clusters Score -8721416 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -8723473.000000 Penalty: 5332.414551
	Iteration 7F: 3 clusters Score -8723473 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8726199.000000 Penalty: 5332.414551
	Iteration 8F: 3 clusters Score -8726199 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -8729049.000000 Penalty: 5332.414551
	Iteration 9F: 3 clusters Score -8729049 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8731233.000000 Penalty: 5332.414551
	Iteration 10F: 3 clusters Score -8731233 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8732456.000000 Penalty: 5332.414551
	Iteration 11Q: 3 clusters Score -8732456 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8732998.000000 Penalty: 5332.414551
	Iteration 12Q: 3 clusters Score -8732998 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8733206.000000 Penalty: 5332.414551
	Iteration 13Q: 3 clusters Score -8733206 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8733277.000000 Penalty: 5332.414551
	Iteration 14Q: 3 clusters Score -8733277 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8733314.000000 Penalty: 5332.414551
	Iteration 15Q: 3 clusters Score -8733314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8733337.000000 Penalty: 5332.414551
	Iteration 16Q: 3 clusters Score -8733337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8733350.000000 Penalty: 5332.414551
	Iteration 17Q: 3 clusters Score -8733350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8733366.000000 Penalty: 5332.414551
	Iteration 18Q: 3 clusters Score -8733366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8733369.000000 Penalty: 5332.414551
	Iteration 19Q: 3 clusters Score -8733369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8733380.000000 Penalty: 5332.414551
	Iteration 20F: 3 clusters Score -8733380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8733376.000000 Penalty: 5332.414551
	Iteration 21Q: 3 clusters Score -8733376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8733397.000000 Penalty: 5332.414551
	Iteration 22Q: 3 clusters Score -8733397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8733394.000000 Penalty: 5332.414551
	Iteration 23Q: 3 clusters Score -8733394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8733390.000000 Penalty: 5332.414551
	Iteration 24Q: 3 clusters Score -8733390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8733394.000000 Penalty: 5332.414551
	Iteration 25Q: 3 clusters Score -8733394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8733398.000000 Penalty: 5332.414551
	Iteration 26Q: 3 clusters Score -8733398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8733398.000000 Penalty: 5332.414551
	Iteration 27F: 3 clusters Score -8733398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -371746.375000 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -371746.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -369038.031250 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -369038 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -369529.968750 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -369530 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -369731.906250 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -369731.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -369888.437500 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -369888.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -370021.593750 Penalty: 3802.678467
	Iteration 4Q: 3 clusters Score -370021.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -370140.281250 Penalty: 3802.678467
	Iteration 5Q: 3 clusters Score -370140.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -370245.156250 Penalty: 3802.678467
	Iteration 6Q: 3 clusters Score -370245.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -370343.250000 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -370343.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -370425.281250 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -370425.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -370471.406250 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -370471.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -370514.250000 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -370514.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -370556.062500 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -370556.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370592.562500 Penalty: 3802.678467
	Iteration 12Q: 3 clusters Score -370592.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370636.218750 Penalty: 3802.678467
	Iteration 13Q: 3 clusters Score -370636.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370673.031250 Penalty: 3802.678467
	Iteration 14Q: 3 clusters Score -370673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -370689.375000 Penalty: 3802.678467
	Iteration 15Q: 3 clusters Score -370689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -370703.000000 Penalty: 3802.678467
	Iteration 16Q: 3 clusters Score -370703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -370714.281250 Penalty: 3802.678467
	Iteration 17Q: 3 clusters Score -370714.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -370727.312500 Penalty: 3802.678467
	Iteration 18Q: 3 clusters Score -370727.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -370743.375000 Penalty: 3802.678467
	Iteration 19Q: 3 clusters Score -370743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -370750.906250 Penalty: 3802.678467
	Iteration 20F: 3 clusters Score -370750.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -370754.250000 Penalty: 3802.678467
	Iteration 21Q: 3 clusters Score -370754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370757.312500 Penalty: 3802.678467
	Iteration 22Q: 3 clusters Score -370757.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -370759.375000 Penalty: 3802.678467
	Iteration 23Q: 3 clusters Score -370759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -370763.187500 Penalty: 3802.678467
	Iteration 24Q: 3 clusters Score -370763.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -370766.843750 Penalty: 3802.678467
	Iteration 25Q: 3 clusters Score -370766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -370769.625000 Penalty: 3802.678467
	Iteration 26Q: 3 clusters Score -370769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370772.312500 Penalty: 3802.678467
	Iteration 27Q: 3 clusters Score -370772.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -370775.937500 Penalty: 3802.678467
	Iteration 28Q: 3 clusters Score -370775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -370780.406250 Penalty: 3802.678467
	Iteration 29Q: 3 clusters Score -370780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -370781.625000 Penalty: 3802.678467
	Iteration 30Q: 3 clusters Score -370781.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -370783.218750 Penalty: 3802.678467
	Iteration 31Q: 3 clusters Score -370783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -370783.406250 Penalty: 3802.678467
	Iteration 32Q: 3 clusters Score -370783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -370784.406250 Penalty: 3802.678467
	Iteration 33Q: 3 clusters Score -370784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -370784.406250 Penalty: 3802.678467
	Iteration 34F: 3 clusters Score -370784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Entering Unmasked Estep 
Score: -9493500.000000 Penalty: 2685.531982
	Iteration 0F: 2 clusters Score -9493500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -9462550.000000 Penalty: 5371.063965
	Iteration 0F: 3 clusters Score -9462550 nChanged 23236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -9475348.000000 Penalty: 5371.063965
	Iteration 1F: 3 clusters Score -9475348 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -9475739.000000 Penalty: 5371.063965
	Iteration 2Q: 3 clusters Score -9475739 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -9476204.000000 Penalty: 5371.063965
	Iteration 3Q: 3 clusters Score -9476204 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -9476578.000000 Penalty: 5371.063965
	Iteration 4Q: 3 clusters Score -9476578 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -9477055.000000 Penalty: 5371.063965
	Iteration 5Q: 3 clusters Score -9477055 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -9477620.000000 Penalty: 5371.063965
	Iteration 6Q: 3 clusters Score -9477620 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -9478349.000000 Penalty: 5371.063965
	Iteration 7Q: 3 clusters Score -9478349 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -9479511.000000 Penalty: 5371.063965
	Iteration 8Q: 3 clusters Score -9479511 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -9481114.000000 Penalty: 5371.063965
	Iteration 9F: 3 clusters Score -9481114 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -9483240.000000 Penalty: 5371.063965
	Iteration 10F: 3 clusters Score -9483240 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -9485678.000000 Penalty: 5371.063965
	Iteration 11F: 3 clusters Score -9485678 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -9487651.000000 Penalty: 5371.063965
	Iteration 12F: 3 clusters Score -9487651 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -9489131.000000 Penalty: 5371.063965
	Iteration 13Q: 3 clusters Score -9489131 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9489873.000000 Penalty: 5371.063965
	Iteration 14Q: 3 clusters Score -9489873 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -9490333.000000 Penalty: 5371.063965
	Iteration 15Q: 3 clusters Score -9490333 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9490685.000000 Penalty: 5371.063965
	Iteration 16Q: 3 clusters Score -9490685 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9490896.000000 Penalty: 5371.063965
	Iteration 17Q: 3 clusters Score -9490896 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9491044.000000 Penalty: 5371.063965
	Iteration 18Q: 3 clusters Score -9491044 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9491132.000000 Penalty: 5371.063965
	Iteration 19Q: 3 clusters Score -9491132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9491197.000000 Penalty: 5371.063965
	Iteration 20F: 3 clusters Score -9491197 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9491244.000000 Penalty: 5371.063965
	Iteration 21Q: 3 clusters Score -9491244 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9491277.000000 Penalty: 5371.063965
	Iteration 22Q: 3 clusters Score -9491277 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9491299.000000 Penalty: 5371.063965
	Iteration 23Q: 3 clusters Score -9491299 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9491353.000000 Penalty: 5371.063965
	Iteration 24Q: 3 clusters Score -9491353 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9491372.000000 Penalty: 5371.063965
	Iteration 25Q: 3 clusters Score -9491372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9491379.000000 Penalty: 5371.063965
	Iteration 26Q: 3 clusters Score -9491379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9491387.000000 Penalty: 5371.063965
	Iteration 27Q: 3 clusters Score -9491387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9491395.000000 Penalty: 5371.063965
	Iteration 28Q: 3 clusters Score -9491395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9491408.000000 Penalty: 5371.063965
	Iteration 29Q: 3 clusters Score -9491408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9491404.000000 Penalty: 5371.063965
	Iteration 30Q: 3 clusters Score -9491404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49797 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9491402.000000 Penalty: 5371.063965
	Iteration 31Q: 3 clusters Score -9491402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9491409.000000 Penalty: 5371.063965
	Iteration 32Q: 3 clusters Score -9491409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9491402.000000 Penalty: 5371.063965
	Iteration 33Q: 3 clusters Score -9491402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9491404.000000 Penalty: 5371.063965
	Iteration 34Q: 3 clusters Score -9491404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9491418.000000 Penalty: 5371.063965
	Iteration 35Q: 3 clusters Score -9491418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9491429.000000 Penalty: 5371.063965
	Iteration 36Q: 3 clusters Score -9491429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9491431.000000 Penalty: 5371.063965
	Iteration 37Q: 3 clusters Score -9491431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9491423.000000 Penalty: 5371.063965
	Iteration 38Q: 3 clusters Score -9491423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9491423.000000 Penalty: 5371.063965
	Iteration 39F: 3 clusters Score -9491423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Entering Unmasked Estep 
Score: -564241.562500 Penalty: 1986.486938
	Iteration 0F: 2 clusters Score -564241.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -560981.875000 Penalty: 3972.973877
	Iteration 0F: 3 clusters Score -560981.9 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -561657.250000 Penalty: 3972.973877
	Iteration 1F: 3 clusters Score -561657.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -561792.125000 Penalty: 3972.973877
	Iteration 2F: 3 clusters Score -561792.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -561878.687500 Penalty: 3972.973877
	Iteration 3Q: 3 clusters Score -561878.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -561930.125000 Penalty: 3972.973877
	Iteration 4Q: 3 clusters Score -561930.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -561974.937500 Penalty: 3972.973877
	Iteration 5Q: 3 clusters Score -561974.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -562013.250000 Penalty: 3972.973877
	Iteration 6Q: 3 clusters Score -562013.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -562043.375000 Penalty: 3972.973877
	Iteration 7Q: 3 clusters Score -562043.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -562063.125000 Penalty: 3972.973877
	Iteration 8Q: 3 clusters Score -562063.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -562083.125000 Penalty: 3972.973877
	Iteration 9Q: 3 clusters Score -562083.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -562099.062500 Penalty: 3972.973877
	Iteration 10Q: 3 clusters Score -562099.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -562118.375000 Penalty: 3972.973877
	Iteration 11Q: 3 clusters Score -562118.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -562142.750000 Penalty: 3972.973877
	Iteration 12Q: 3 clusters Score -562142.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -562169.125000 Penalty: 3972.973877
	Iteration 13Q: 3 clusters Score -562169.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -562198.000000 Penalty: 3972.973877
	Iteration 14Q: 3 clusters Score -562198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -562226.625000 Penalty: 3972.973877
	Iteration 15Q: 3 clusters Score -562226.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -562245.500000 Penalty: 3972.973877
	Iteration 16Q: 3 clusters Score -562245.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -562262.312500 Penalty: 3972.973877
	Iteration 17Q: 3 clusters Score -562262.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -562286.125000 Penalty: 3972.973877
	Iteration 18Q: 3 clusters Score -562286.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -562302.437500 Penalty: 3972.973877
	Iteration 19Q: 3 clusters Score -562302.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -562316.375000 Penalty: 3972.973877
	Iteration 20F: 3 clusters Score -562316.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -562331.750000 Penalty: 3972.973877
	Iteration 21Q: 3 clusters Score -562331.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -562344.000000 Penalty: 3972.973877
	Iteration 22Q: 3 clusters Score -562344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -562354.562500 Penalty: 3972.973877
	Iteration 23Q: 3 clusters Score -562354.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -562366.250000 Penalty: 3972.973877
	Iteration 24Q: 3 clusters Score -562366.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -562381.937500 Penalty: 3972.973877
	Iteration 25Q: 3 clusters Score -562381.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -562395.750000 Penalty: 3972.973877
	Iteration 26Q: 3 clusters Score -562395.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -562409.750000 Penalty: 3972.973877
	Iteration 27Q: 3 clusters Score -562409.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -562424.125000 Penalty: 3972.973877
	Iteration 28Q: 3 clusters Score -562424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -562433.375000 Penalty: 3972.973877
	Iteration 29Q: 3 clusters Score -562433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -562439.937500 Penalty: 3972.973877
	Iteration 30Q: 3 clusters Score -562439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -562447.750000 Penalty: 3972.973877
	Iteration 31Q: 3 clusters Score -562447.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -562454.937500 Penalty: 3972.973877
	Iteration 32Q: 3 clusters Score -562454.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -562460.625000 Penalty: 3972.973877
	Iteration 33Q: 3 clusters Score -562460.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -562466.875000 Penalty: 3972.973877
	Iteration 34Q: 3 clusters Score -562466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -562474.437500 Penalty: 3972.973877
	Iteration 35Q: 3 clusters Score -562474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -562480.812500 Penalty: 3972.973877
	Iteration 36Q: 3 clusters Score -562480.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -562484.250000 Penalty: 3972.973877
	Iteration 37Q: 3 clusters Score -562484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -562485.500000 Penalty: 3972.973877
	Iteration 38Q: 3 clusters Score -562485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -562486.812500 Penalty: 3972.973877
	Iteration 39Q: 3 clusters Score -562486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -562488.000000 Penalty: 3972.973877
	Iteration 40F: 3 clusters Score -562488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -562489.500000 Penalty: 3972.973877
	Iteration 41Q: 3 clusters Score -562489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -562490.937500 Penalty: 3972.973877
	Iteration 42Q: 3 clusters Score -562490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -562494.437500 Penalty: 3972.973877
	Iteration 43Q: 3 clusters Score -562494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -562496.312500 Penalty: 3972.973877
	Iteration 44Q: 3 clusters Score -562496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -562500.125000 Penalty: 3972.973877
	Iteration 45Q: 3 clusters Score -562500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -562503.625000 Penalty: 3972.973877
	Iteration 46Q: 3 clusters Score -562503.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -562503.750000 Penalty: 3972.973877
	Iteration 47Q: 3 clusters Score -562503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -562505.687500 Penalty: 3972.973877
	Iteration 48Q: 3 clusters Score -562505.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -562505.812500 Penalty: 3972.973877
	Iteration 49Q: 3 clusters Score -562505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -562507.062500 Penalty: 3972.973877
	Iteration 50Q: 3 clusters Score -562507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -562507.062500 Penalty: 3972.973877
	Iteration 51F: 3 clusters Score -562507.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Entering Unmasked Estep 
Score: -319693.031250 Penalty: 1854.305542
	Iteration 0F: 2 clusters Score -319693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -317203.031250 Penalty: 3708.611084
	Iteration 0F: 3 clusters Score -317203 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -317601.468750 Penalty: 3708.611084
	Iteration 1F: 3 clusters Score -317601.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -317728.343750 Penalty: 3708.611084
	Iteration 2F: 3 clusters Score -317728.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -317803.062500 Penalty: 3708.611084
	Iteration 3Q: 3 clusters Score -317803.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -317845.343750 Penalty: 3708.611084
	Iteration 4Q: 3 clusters Score -317845.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -317888.156250 Penalty: 3708.611084
	Iteration 5Q: 3 clusters Score -317888.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -317916.000000 Penalty: 3708.611084
	Iteration 6Q: 3 clusters Score -317916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -317931.937500 Penalty: 3708.611084
	Iteration 7Q: 3 clusters Score -317931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -317941.187500 Penalty: 3708.611084
	Iteration 8Q: 3 clusters Score -317941.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -317948.093750 Penalty: 3708.611084
	Iteration 9Q: 3 clusters Score -317948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -317952.250000 Penalty: 3708.611084
	Iteration 10Q: 3 clusters Score -317952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -317953.000000 Penalty: 3708.611084
	Iteration 11Q: 3 clusters Score -317953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -317953.500000 Penalty: 3708.611084
	Iteration 12Q: 3 clusters Score -317953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -317953.500000 Penalty: 3708.611084
	Iteration 13F: 3 clusters Score -317953.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (31433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Entering Unmasked Estep 
Score: -5900131.000000 Penalty: 2568.192139
	Iteration 0F: 2 clusters Score -5900131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5878795.500000 Penalty: 5136.384277
	Iteration 0F: 3 clusters Score -5878796 nChanged 14158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -5886343.500000 Penalty: 5136.384277
	Iteration 1F: 3 clusters Score -5886344 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5886834.500000 Penalty: 5136.384277
	Iteration 2Q: 3 clusters Score -5886834 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -5887281.500000 Penalty: 5136.384277
	Iteration 3Q: 3 clusters Score -5887282 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -5887772.000000 Penalty: 5136.384277
	Iteration 4Q: 3 clusters Score -5887772 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -5888462.000000 Penalty: 5136.384277
	Iteration 5Q: 3 clusters Score -5888462 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -5889383.000000 Penalty: 5136.384277
	Iteration 6F: 3 clusters Score -5889383 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -5890601.000000 Penalty: 5136.384277
	Iteration 7F: 3 clusters Score -5890601 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5892216.500000 Penalty: 5136.384277
	Iteration 8F: 3 clusters Score -5892216 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5894092.000000 Penalty: 5136.384277
	Iteration 9F: 3 clusters Score -5894092 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5895728.500000 Penalty: 5136.384277
	Iteration 10F: 3 clusters Score -5895728 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5896748.000000 Penalty: 5136.384277
	Iteration 11Q: 3 clusters Score -5896748 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5897271.000000 Penalty: 5136.384277
	Iteration 12Q: 3 clusters Score -5897271 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5897558.500000 Penalty: 5136.384277
	Iteration 13Q: 3 clusters Score -5897558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5897696.500000 Penalty: 5136.384277
	Iteration 14Q: 3 clusters Score -5897696 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5897787.500000 Penalty: 5136.384277
	Iteration 15Q: 3 clusters Score -5897788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5897839.000000 Penalty: 5136.384277
	Iteration 16Q: 3 clusters Score -5897839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5897879.000000 Penalty: 5136.384277
	Iteration 17Q: 3 clusters Score -5897879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5897893.000000 Penalty: 5136.384277
	Iteration 18Q: 3 clusters Score -5897893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31181 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5897893.000000 Penalty: 5136.384277
	Iteration 19Q: 3 clusters Score -5897893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5897891.500000 Penalty: 5136.384277
	Iteration 20F: 3 clusters Score -5897892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5897887.000000 Penalty: 5136.384277
	Iteration 21Q: 3 clusters Score -5897887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5897891.500000 Penalty: 5136.384277
	Iteration 22Q: 3 clusters Score -5897892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5897903.500000 Penalty: 5136.384277
	Iteration 23Q: 3 clusters Score -5897904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5897906.000000 Penalty: 5136.384277
	Iteration 24Q: 3 clusters Score -5897906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5897906.000000 Penalty: 5136.384277
	Iteration 25F: 3 clusters Score -5897906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (22857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Entering Unmasked Estep 
Score: -4285124.500000 Penalty: 2489.179199
	Iteration 0F: 2 clusters Score -4285124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -4269315.500000 Penalty: 4978.358398
	Iteration 0F: 3 clusters Score -4269316 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -4274824.500000 Penalty: 4978.358398
	Iteration 1F: 3 clusters Score -4274824 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -4275338.500000 Penalty: 4978.358398
	Iteration 2F: 3 clusters Score -4275338 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -4275858.000000 Penalty: 4978.358398
	Iteration 3F: 3 clusters Score -4275858 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -4276507.000000 Penalty: 4978.358398
	Iteration 4F: 3 clusters Score -4276507 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -4277304.000000 Penalty: 4978.358398
	Iteration 5F: 3 clusters Score -4277304 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -4278314.500000 Penalty: 4978.358398
	Iteration 6F: 3 clusters Score -4278314 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -4279524.000000 Penalty: 4978.358398
	Iteration 7F: 3 clusters Score -4279524 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4280637.000000 Penalty: 4978.358398
	Iteration 8F: 3 clusters Score -4280637 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4281501.000000 Penalty: 4978.358398
	Iteration 9Q: 3 clusters Score -4281501 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4282116.000000 Penalty: 4978.358398
	Iteration 10Q: 3 clusters Score -4282116 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4282478.500000 Penalty: 4978.358398
	Iteration 11Q: 3 clusters Score -4282478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4282687.500000 Penalty: 4978.358398
	Iteration 12Q: 3 clusters Score -4282688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4282788.500000 Penalty: 4978.358398
	Iteration 13Q: 3 clusters Score -4282788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4282853.000000 Penalty: 4978.358398
	Iteration 14Q: 3 clusters Score -4282853 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4282895.500000 Penalty: 4978.358398
	Iteration 15Q: 3 clusters Score -4282896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4282932.000000 Penalty: 4978.358398
	Iteration 16Q: 3 clusters Score -4282932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4282948.000000 Penalty: 4978.358398
	Iteration 17Q: 3 clusters Score -4282948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4282962.000000 Penalty: 4978.358398
	Iteration 18Q: 3 clusters Score -4282962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4282975.000000 Penalty: 4978.358398
	Iteration 19Q: 3 clusters Score -4282975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4282984.500000 Penalty: 4978.358398
	Iteration 20F: 3 clusters Score -4282984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4282995.000000 Penalty: 4978.358398
	Iteration 21Q: 3 clusters Score -4282995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4282998.500000 Penalty: 4978.358398
	Iteration 22Q: 3 clusters Score -4282998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4283003.500000 Penalty: 4978.358398
	Iteration 23Q: 3 clusters Score -4283004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4283003.500000 Penalty: 4978.358398
	Iteration 24F: 3 clusters Score -4283004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50727 members 
Entering Unmasked Estep 
Score: -9529671.000000 Penalty: 2686.884766
	Iteration 0F: 2 clusters Score -9529671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -9498284.000000 Penalty: 5373.769531
	Iteration 0F: 3 clusters Score -9498284 nChanged 23635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -9511535.000000 Penalty: 5373.769531
	Iteration 1F: 3 clusters Score -9511535 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -9512033.000000 Penalty: 5373.769531
	Iteration 2Q: 3 clusters Score -9512033 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9512593.000000 Penalty: 5373.769531
	Iteration 3Q: 3 clusters Score -9512593 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9513264.000000 Penalty: 5373.769531
	Iteration 4Q: 3 clusters Score -9513264 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -9514203.000000 Penalty: 5373.769531
	Iteration 5Q: 3 clusters Score -9514203 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -9515628.000000 Penalty: 5373.769531
	Iteration 6F: 3 clusters Score -9515628 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -9517819.000000 Penalty: 5373.769531
	Iteration 7F: 3 clusters Score -9517819 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -9520692.000000 Penalty: 5373.769531
	Iteration 8F: 3 clusters Score -9520692 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -9523707.000000 Penalty: 5373.769531
	Iteration 9F: 3 clusters Score -9523707 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -9525855.000000 Penalty: 5373.769531
	Iteration 10F: 3 clusters Score -9525855 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -9526862.000000 Penalty: 5373.769531
	Iteration 11Q: 3 clusters Score -9526862 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 49915 members 
Entering Unmasked Estep 
Score: -9527164.000000 Penalty: 5373.769531
	Iteration 12Q: 3 clusters Score -9527164 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -9527314.000000 Penalty: 5373.769531
	Iteration 13Q: 3 clusters Score -9527314 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9527384.000000 Penalty: 5373.769531
	Iteration 14Q: 3 clusters Score -9527384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -9527416.000000 Penalty: 5373.769531
	Iteration 15Q: 3 clusters Score -9527416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -9527441.000000 Penalty: 5373.769531
	Iteration 16Q: 3 clusters Score -9527441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -9527452.000000 Penalty: 5373.769531
	Iteration 17Q: 3 clusters Score -9527452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50466 members 
Entering Unmasked Estep 
Score: -9527447.000000 Penalty: 5373.769531
	Iteration 18Q: 3 clusters Score -9527447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9527456.000000 Penalty: 5373.769531
	Iteration 19Q: 3 clusters Score -9527456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9527459.000000 Penalty: 5373.769531
	Iteration 20F: 3 clusters Score -9527459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9527456.000000 Penalty: 5373.769531
	Iteration 21Q: 3 clusters Score -9527456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9527462.000000 Penalty: 5373.769531
	Iteration 22Q: 3 clusters Score -9527462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9527462.000000 Penalty: 5373.769531
	Iteration 23F: 3 clusters Score -9527462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (40265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Entering Unmasked Estep 
Score: -7565063.500000 Penalty: 2629.603027
	Iteration 0F: 2 clusters Score -7565064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -7537990.000000 Penalty: 5259.206055
	Iteration 0F: 3 clusters Score -7537990 nChanged 18389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -7548038.000000 Penalty: 5259.206055
	Iteration 1F: 3 clusters Score -7548038 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7548563.500000 Penalty: 5259.206055
	Iteration 2Q: 3 clusters Score -7548564 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -7549130.500000 Penalty: 5259.206055
	Iteration 3Q: 3 clusters Score -7549130 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -7549817.500000 Penalty: 5259.206055
	Iteration 4Q: 3 clusters Score -7549818 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -7550835.000000 Penalty: 5259.206055
	Iteration 5F: 3 clusters Score -7550835 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -7552518.000000 Penalty: 5259.206055
	Iteration 6F: 3 clusters Score -7552518 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7554909.500000 Penalty: 5259.206055
	Iteration 7F: 3 clusters Score -7554910 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -7557827.500000 Penalty: 5259.206055
	Iteration 8F: 3 clusters Score -7557828 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7560329.000000 Penalty: 5259.206055
	Iteration 9F: 3 clusters Score -7560329 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7561741.000000 Penalty: 5259.206055
	Iteration 10Q: 3 clusters Score -7561741 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7562289.000000 Penalty: 5259.206055
	Iteration 11Q: 3 clusters Score -7562289 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7562521.500000 Penalty: 5259.206055
	Iteration 12Q: 3 clusters Score -7562522 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7562618.500000 Penalty: 5259.206055
	Iteration 13Q: 3 clusters Score -7562618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -7562654.000000 Penalty: 5259.206055
	Iteration 14Q: 3 clusters Score -7562654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7562672.500000 Penalty: 5259.206055
	Iteration 15Q: 3 clusters Score -7562672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7562687.000000 Penalty: 5259.206055
	Iteration 16Q: 3 clusters Score -7562687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -7562697.000000 Penalty: 5259.206055
	Iteration 17Q: 3 clusters Score -7562697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7562701.000000 Penalty: 5259.206055
	Iteration 18Q: 3 clusters Score -7562701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7562708.000000 Penalty: 5259.206055
	Iteration 19Q: 3 clusters Score -7562708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -7562714.000000 Penalty: 5259.206055
	Iteration 20F: 3 clusters Score -7562714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7562725.500000 Penalty: 5259.206055
	Iteration 21Q: 3 clusters Score -7562726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7562724.500000 Penalty: 5259.206055
	Iteration 22Q: 3 clusters Score -7562724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7562731.000000 Penalty: 5259.206055
	Iteration 23Q: 3 clusters Score -7562731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -7562734.500000 Penalty: 5259.206055
	Iteration 24Q: 3 clusters Score -7562734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -7562743.000000 Penalty: 5259.206055
	Iteration 25Q: 3 clusters Score -7562743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -7562752.000000 Penalty: 5259.206055
	Iteration 26Q: 3 clusters Score -7562752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7562749.000000 Penalty: 5259.206055
	Iteration 27Q: 3 clusters Score -7562749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -7562756.000000 Penalty: 5259.206055
	Iteration 28Q: 3 clusters Score -7562756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7562756.500000 Penalty: 5259.206055
	Iteration 29Q: 3 clusters Score -7562756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7562756.500000 Penalty: 5259.206055
	Iteration 30F: 3 clusters Score -7562756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 40696 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 5498 members 
Mstep: Class 7 contains 43784 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44407 members 
Mstep: Class 14 contains 17170 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21877 members 
Mstep: Class 17 contains 25466 members 
Mstep: Class 18 contains 46533 members 
Mstep: Class 19 contains 24136 members 
Mstep: Class 20 contains 39584 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47596 members 
Mstep: Class 23 contains 28354 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46669 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50451 members 
Mstep: Class 28 contains 3011 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 31433 members 
Mstep: Class 31 contains 22857 members 
Mstep: Class 32 contains 50727 members 
Mstep: Class 33 contains 40265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170400.000000 Penalty: 110674.398438
Iteration 359Q: 34 clusters Score -1.371704e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6512 members 
Mstep: Class 4 contains 40651 members 
Mstep: Class 5 contains 4352 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 43704 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 41681 members 
Mstep: Class 10 contains 47593 members 
Mstep: Class 11 contains 6882 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 44361 members 
Mstep: Class 14 contains 17153 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21741 members 
Mstep: Class 17 contains 25435 members 
Mstep: Class 18 contains 46565 members 
Mstep: Class 19 contains 24131 members 
Mstep: Class 20 contains 39583 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47670 members 
Mstep: Class 23 contains 28321 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46648 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50451 members 
Mstep: Class 28 contains 3000 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 31620 members 
Mstep: Class 31 contains 22649 members 
Mstep: Class 32 contains 50595 members 
Mstep: Class 33 contains 40802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170720.000000 Penalty: 110674.398438
Iteration 360F: 34 clusters Score -1.371707e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 40607 members 
Mstep: Class 5 contains 4350 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43572 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 41629 members 
Mstep: Class 10 contains 47586 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44324 members 
Mstep: Class 14 contains 17146 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21602 members 
Mstep: Class 17 contains 25403 members 
Mstep: Class 18 contains 46621 members 
Mstep: Class 19 contains 24126 members 
Mstep: Class 20 contains 39558 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47785 members 
Mstep: Class 23 contains 28287 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46617 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50422 members 
Mstep: Class 28 contains 2997 members 
Mstep: Class 29 contains 1765 members 
Mstep: Class 30 contains 31828 members 
Mstep: Class 31 contains 22444 members 
Mstep: Class 32 contains 50352 members 
Mstep: Class 33 contains 41441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171312.000000 Penalty: 110674.398438
Iteration 361Q: 34 clusters Score -1.371713e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 40578 members 
Mstep: Class 5 contains 4348 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 43484 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 41559 members 
Mstep: Class 10 contains 47541 members 
Mstep: Class 11 contains 6889 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44291 members 
Mstep: Class 14 contains 17140 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21443 members 
Mstep: Class 17 contains 25371 members 
Mstep: Class 18 contains 46673 members 
Mstep: Class 19 contains 24111 members 
Mstep: Class 20 contains 39496 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47931 members 
Mstep: Class 23 contains 28221 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46599 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 50368 members 
Mstep: Class 28 contains 2993 members 
Mstep: Class 29 contains 1767 members 
Mstep: Class 30 contains 32061 members 
Mstep: Class 31 contains 22228 members 
Mstep: Class 32 contains 50121 members 
Mstep: Class 33 contains 42131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171296.000000 Penalty: 110674.398438
Iteration 362Q: 34 clusters Score -1.371713e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 40524 members 
Mstep: Class 5 contains 4342 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 43445 members 
Mstep: Class 8 contains 730 members 
Mstep: Class 9 contains 41499 members 
Mstep: Class 10 contains 47494 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44265 members 
Mstep: Class 14 contains 17130 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21301 members 
Mstep: Class 17 contains 25344 members 
Mstep: Class 18 contains 46700 members 
Mstep: Class 19 contains 24100 members 
Mstep: Class 20 contains 39464 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47993 members 
Mstep: Class 23 contains 28198 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46593 members 
Mstep: Class 26 contains 2135 members 
Mstep: Class 27 contains 50340 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 32312 members 
Mstep: Class 31 contains 22015 members 
Mstep: Class 32 contains 49881 members 
Mstep: Class 33 contains 42750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171600.000000 Penalty: 110674.398438
Iteration 363Q: 34 clusters Score -1.371716e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6532 members 
Mstep: Class 4 contains 40469 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 5509 members 
Mstep: Class 7 contains 43386 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 41446 members 
Mstep: Class 10 contains 47425 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44236 members 
Mstep: Class 14 contains 17119 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21192 members 
Mstep: Class 17 contains 25331 members 
Mstep: Class 18 contains 46720 members 
Mstep: Class 19 contains 24086 members 
Mstep: Class 20 contains 39433 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48053 members 
Mstep: Class 23 contains 28157 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46583 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50337 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 32549 members 
Mstep: Class 31 contains 21763 members 
Mstep: Class 32 contains 49662 members 
Mstep: Class 33 contains 43390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171424.000000 Penalty: 110674.398438
Iteration 364Q: 34 clusters Score -1.371714e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6536 members 
Mstep: Class 4 contains 40383 members 
Mstep: Class 5 contains 4336 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 43434 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 9 contains 41393 members 
Mstep: Class 10 contains 47274 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44195 members 
Mstep: Class 14 contains 17110 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 17 contains 25298 members 
Mstep: Class 18 contains 46741 members 
Mstep: Class 19 contains 24085 members 
Mstep: Class 20 contains 39424 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48099 members 
Mstep: Class 23 contains 28112 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46584 members 
Mstep: Class 26 contains 2136 members 
Mstep: Class 27 contains 50342 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 1769 members 
Mstep: Class 30 contains 32793 members 
Mstep: Class 31 contains 21539 members 
Mstep: Class 32 contains 49531 members 
Mstep: Class 33 contains 43930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171568.000000 Penalty: 110674.398438
Iteration 365Q: 34 clusters Score -1.371716e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 4334 members 
Mstep: Class 6 contains 5500 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 41325 members 
Mstep: Class 10 contains 47123 members 
Mstep: Class 11 contains 6900 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44171 members 
Mstep: Class 14 contains 17094 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20981 members 
Mstep: Class 17 contains 25270 members 
Mstep: Class 18 contains 46781 members 
Mstep: Class 19 contains 24094 members 
Mstep: Class 20 contains 39398 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48063 members 
Mstep: Class 23 contains 28075 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46559 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 50339 members 
Mstep: Class 28 contains 2987 members 
Mstep: Class 29 contains 1772 members 
Mstep: Class 30 contains 33005 members 
Mstep: Class 31 contains 21301 members 
Mstep: Class 32 contains 49482 members 
Mstep: Class 33 contains 44446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171616.000000 Penalty: 110674.398438
Iteration 366Q: 34 clusters Score -1.371716e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 40256 members 
Mstep: Class 5 contains 4339 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 41295 members 
Mstep: Class 10 contains 46983 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 17081 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20861 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 46760 members 
Mstep: Class 19 contains 24104 members 
Mstep: Class 20 contains 39395 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48032 members 
Mstep: Class 23 contains 28034 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46553 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 50373 members 
Mstep: Class 28 contains 2990 members 
Mstep: Class 29 contains 1776 members 
Mstep: Class 30 contains 33170 members 
Mstep: Class 31 contains 21056 members 
Mstep: Class 32 contains 49527 members 
Mstep: Class 33 contains 44894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172432.000000 Penalty: 110674.398438
Iteration 367Q: 34 clusters Score -1.371724e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6552 members 
Mstep: Class 4 contains 40203 members 
Mstep: Class 5 contains 4347 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43650 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 9 contains 41248 members 
Mstep: Class 10 contains 46907 members 
Mstep: Class 11 contains 6895 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44082 members 
Mstep: Class 14 contains 17064 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20761 members 
Mstep: Class 17 contains 25202 members 
Mstep: Class 18 contains 46740 members 
Mstep: Class 19 contains 24107 members 
Mstep: Class 20 contains 39389 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48009 members 
Mstep: Class 23 contains 28011 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46551 members 
Mstep: Class 26 contains 2137 members 
Mstep: Class 27 contains 50274 members 
Mstep: Class 28 contains 2988 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 33270 members 
Mstep: Class 31 contains 20849 members 
Mstep: Class 32 contains 49683 members 
Mstep: Class 33 contains 45306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172384.000000 Penalty: 110674.398438
Iteration 368Q: 34 clusters Score -1.371724e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 40162 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 5493 members 
Mstep: Class 7 contains 43691 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41225 members 
Mstep: Class 10 contains 46922 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 44043 members 
Mstep: Class 14 contains 17055 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20659 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 46678 members 
Mstep: Class 19 contains 24080 members 
Mstep: Class 20 contains 39379 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47980 members 
Mstep: Class 23 contains 27974 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46531 members 
Mstep: Class 26 contains 2138 members 
Mstep: Class 27 contains 50196 members 
Mstep: Class 28 contains 2988 members 
Mstep: Class 29 contains 1777 members 
Mstep: Class 30 contains 33258 members 
Mstep: Class 31 contains 20642 members 
Mstep: Class 32 contains 49968 members 
Mstep: Class 33 contains 45682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172768.000000 Penalty: 110674.398438
Iteration 369Q: 34 clusters Score -1.371728e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 40106 members 
Mstep: Class 5 contains 4358 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 43722 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41196 members 
Mstep: Class 10 contains 46950 members 
Mstep: Class 11 contains 6905 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43983 members 
Mstep: Class 14 contains 17046 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20582 members 
Mstep: Class 17 contains 25152 members 
Mstep: Class 18 contains 46618 members 
Mstep: Class 19 contains 24072 members 
Mstep: Class 20 contains 39393 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47951 members 
Mstep: Class 23 contains 27943 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46519 members 
Mstep: Class 26 contains 2139 members 
Mstep: Class 27 contains 50010 members 
Mstep: Class 28 contains 2989 members 
Mstep: Class 29 contains 1778 members 
Mstep: Class 30 contains 33247 members 
Mstep: Class 31 contains 20437 members 
Mstep: Class 32 contains 50315 members 
Mstep: Class 33 contains 46050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172576.000000 Penalty: 110674.398438
Iteration 370Q: 34 clusters Score -1.371726e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6555 members 
Mstep: Class 4 contains 40067 members 
Mstep: Class 5 contains 4365 members 
Mstep: Class 6 contains 5484 members 
Mstep: Class 7 contains 43759 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41185 members 
Mstep: Class 10 contains 46932 members 
Mstep: Class 11 contains 6915 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43940 members 
Mstep: Class 14 contains 17039 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20510 members 
Mstep: Class 17 contains 25127 members 
Mstep: Class 18 contains 46682 members 
Mstep: Class 19 contains 24053 members 
Mstep: Class 20 contains 39390 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47937 members 
Mstep: Class 23 contains 27917 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46513 members 
Mstep: Class 26 contains 2139 members 
Mstep: Class 27 contains 49730 members 
Mstep: Class 28 contains 2986 members 
Mstep: Class 29 contains 1779 members 
Mstep: Class 30 contains 33179 members 
Mstep: Class 31 contains 20214 members 
Mstep: Class 32 contains 50548 members 
Mstep: Class 33 contains 46559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173344.000000 Penalty: 110674.398438
Iteration 371Q: 34 clusters Score -1.371733e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 40001 members 
Mstep: Class 5 contains 4374 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 43793 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 41180 members 
Mstep: Class 10 contains 46927 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43875 members 
Mstep: Class 14 contains 17032 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20434 members 
Mstep: Class 17 contains 25107 members 
Mstep: Class 18 contains 46762 members 
Mstep: Class 19 contains 24057 members 
Mstep: Class 20 contains 39441 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47982 members 
Mstep: Class 23 contains 27873 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46492 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49522 members 
Mstep: Class 28 contains 2986 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 33046 members 
Mstep: Class 31 contains 20012 members 
Mstep: Class 32 contains 50679 members 
Mstep: Class 33 contains 47062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172960.000000 Penalty: 110674.398438
Iteration 372Q: 34 clusters Score -1.37173e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6559 members 
Mstep: Class 4 contains 39930 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 43849 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 41147 members 
Mstep: Class 10 contains 46951 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43805 members 
Mstep: Class 14 contains 17032 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20351 members 
Mstep: Class 17 contains 25086 members 
Mstep: Class 18 contains 46879 members 
Mstep: Class 19 contains 24051 members 
Mstep: Class 20 contains 39470 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48043 members 
Mstep: Class 23 contains 27854 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46475 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49356 members 
Mstep: Class 28 contains 2983 members 
Mstep: Class 29 contains 1781 members 
Mstep: Class 30 contains 32869 members 
Mstep: Class 31 contains 19803 members 
Mstep: Class 32 contains 50757 members 
Mstep: Class 33 contains 47564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172880.000000 Penalty: 110674.398438
Iteration 373Q: 34 clusters Score -1.371729e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6561 members 
Mstep: Class 4 contains 39856 members 
Mstep: Class 5 contains 4387 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 43889 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41137 members 
Mstep: Class 10 contains 46923 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43765 members 
Mstep: Class 14 contains 17037 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20280 members 
Mstep: Class 17 contains 25082 members 
Mstep: Class 18 contains 47020 members 
Mstep: Class 19 contains 24059 members 
Mstep: Class 20 contains 39523 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48110 members 
Mstep: Class 23 contains 27854 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46437 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49180 members 
Mstep: Class 28 contains 2980 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 32841 members 
Mstep: Class 31 contains 19617 members 
Mstep: Class 32 contains 50750 members 
Mstep: Class 33 contains 47902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172672.000000 Penalty: 110674.398438
Iteration 374Q: 34 clusters Score -1.371727e+08 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6564 members 
Mstep: Class 4 contains 39791 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 43910 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 41109 members 
Mstep: Class 10 contains 46939 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43708 members 
Mstep: Class 14 contains 17034 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20234 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 47092 members 
Mstep: Class 19 contains 24070 members 
Mstep: Class 20 contains 39567 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48116 members 
Mstep: Class 23 contains 27844 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46405 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49161 members 
Mstep: Class 28 contains 2972 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 32904 members 
Mstep: Class 31 contains 19453 members 
Mstep: Class 32 contains 50645 members 
Mstep: Class 33 contains 48204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172896.000000 Penalty: 110674.398438
Iteration 375Q: 34 clusters Score -1.371729e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 39736 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 43952 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41089 members 
Mstep: Class 10 contains 46918 members 
Mstep: Class 11 contains 6922 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43667 members 
Mstep: Class 14 contains 17027 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20176 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 47124 members 
Mstep: Class 19 contains 24070 members 
Mstep: Class 20 contains 39604 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48128 members 
Mstep: Class 23 contains 27822 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46409 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49135 members 
Mstep: Class 28 contains 2965 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 33024 members 
Mstep: Class 31 contains 19277 members 
Mstep: Class 32 contains 50588 members 
Mstep: Class 33 contains 48450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172928.000000 Penalty: 110674.398438
Iteration 376Q: 34 clusters Score -1.371729e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6570 members 
Mstep: Class 4 contains 39682 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41081 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 6921 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 17021 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 25078 members 
Mstep: Class 18 contains 47107 members 
Mstep: Class 19 contains 24089 members 
Mstep: Class 20 contains 39647 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48124 members 
Mstep: Class 23 contains 27797 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46393 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49138 members 
Mstep: Class 28 contains 2964 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 33216 members 
Mstep: Class 31 contains 19116 members 
Mstep: Class 32 contains 50531 members 
Mstep: Class 33 contains 48583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173088.000000 Penalty: 110674.398438
Iteration 377Q: 34 clusters Score -1.371731e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 39630 members 
Mstep: Class 5 contains 4402 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44039 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41063 members 
Mstep: Class 10 contains 46860 members 
Mstep: Class 11 contains 6924 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43592 members 
Mstep: Class 14 contains 17016 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20072 members 
Mstep: Class 17 contains 25077 members 
Mstep: Class 18 contains 47115 members 
Mstep: Class 19 contains 24092 members 
Mstep: Class 20 contains 39678 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48110 members 
Mstep: Class 23 contains 27771 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46394 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49141 members 
Mstep: Class 28 contains 2961 members 
Mstep: Class 29 contains 1786 members 
Mstep: Class 30 contains 33431 members 
Mstep: Class 31 contains 18945 members 
Mstep: Class 32 contains 50430 members 
Mstep: Class 33 contains 48793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172992.000000 Penalty: 110674.398438
Iteration 378Q: 34 clusters Score -1.37173e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 39568 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44050 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 41044 members 
Mstep: Class 10 contains 46857 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43574 members 
Mstep: Class 14 contains 17009 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 20023 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 47139 members 
Mstep: Class 19 contains 24088 members 
Mstep: Class 20 contains 39679 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48107 members 
Mstep: Class 23 contains 27760 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46376 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49159 members 
Mstep: Class 28 contains 2962 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 33653 members 
Mstep: Class 31 contains 18790 members 
Mstep: Class 32 contains 50394 members 
Mstep: Class 33 contains 48905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172864.000000 Penalty: 110674.398438
Iteration 379Q: 34 clusters Score -1.371729e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6579 members 
Mstep: Class 4 contains 39522 members 
Mstep: Class 5 contains 4401 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44082 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 41011 members 
Mstep: Class 10 contains 46867 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43552 members 
Mstep: Class 14 contains 17002 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19960 members 
Mstep: Class 17 contains 25068 members 
Mstep: Class 18 contains 47201 members 
Mstep: Class 19 contains 24085 members 
Mstep: Class 20 contains 39688 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48075 members 
Mstep: Class 23 contains 27734 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46360 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49199 members 
Mstep: Class 28 contains 2962 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 33903 members 
Mstep: Class 31 contains 18634 members 
Mstep: Class 32 contains 50295 members 
Mstep: Class 33 contains 49000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172592.000000 Penalty: 110674.398438
Iteration 380F: 34 clusters Score -1.371726e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 39470 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44091 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40984 members 
Mstep: Class 10 contains 46911 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43554 members 
Mstep: Class 14 contains 17005 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19886 members 
Mstep: Class 17 contains 25072 members 
Mstep: Class 18 contains 47225 members 
Mstep: Class 19 contains 24083 members 
Mstep: Class 20 contains 39695 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48073 members 
Mstep: Class 23 contains 27716 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46318 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49275 members 
Mstep: Class 28 contains 2958 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 34129 members 
Mstep: Class 31 contains 18479 members 
Mstep: Class 32 contains 50206 members 
Mstep: Class 33 contains 49062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173168.000000 Penalty: 110674.398438
Iteration 381Q: 34 clusters Score -1.371732e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6586 members 
Mstep: Class 4 contains 39417 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44121 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40970 members 
Mstep: Class 10 contains 46917 members 
Mstep: Class 11 contains 6944 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43566 members 
Mstep: Class 14 contains 17001 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19824 members 
Mstep: Class 17 contains 25069 members 
Mstep: Class 18 contains 47213 members 
Mstep: Class 19 contains 24081 members 
Mstep: Class 20 contains 39703 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48074 members 
Mstep: Class 23 contains 27690 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46294 members 
Mstep: Class 26 contains 2140 members 
Mstep: Class 27 contains 49426 members 
Mstep: Class 28 contains 2959 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 34341 members 
Mstep: Class 31 contains 18360 members 
Mstep: Class 32 contains 50116 members 
Mstep: Class 33 contains 49042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173600.000000 Penalty: 110674.398438
Iteration 382Q: 34 clusters Score -1.371736e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6584 members 
Mstep: Class 4 contains 39371 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44158 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40947 members 
Mstep: Class 10 contains 46915 members 
Mstep: Class 11 contains 6941 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43568 members 
Mstep: Class 14 contains 16990 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19774 members 
Mstep: Class 17 contains 25068 members 
Mstep: Class 18 contains 47192 members 
Mstep: Class 19 contains 24073 members 
Mstep: Class 20 contains 39707 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48026 members 
Mstep: Class 23 contains 27672 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46277 members 
Mstep: Class 26 contains 2141 members 
Mstep: Class 27 contains 49622 members 
Mstep: Class 28 contains 2953 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 34551 members 
Mstep: Class 31 contains 18255 members 
Mstep: Class 32 contains 50066 members 
Mstep: Class 33 contains 49001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173328.000000 Penalty: 110674.398438
Iteration 383Q: 34 clusters Score -1.371733e+08 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 39341 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44189 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40904 members 
Mstep: Class 10 contains 46926 members 
Mstep: Class 11 contains 6943 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43565 members 
Mstep: Class 14 contains 16987 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19722 members 
Mstep: Class 17 contains 25064 members 
Mstep: Class 18 contains 47165 members 
Mstep: Class 19 contains 24077 members 
Mstep: Class 20 contains 39723 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48023 members 
Mstep: Class 23 contains 27645 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46250 members 
Mstep: Class 26 contains 2142 members 
Mstep: Class 27 contains 49728 members 
Mstep: Class 28 contains 2948 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 34729 members 
Mstep: Class 31 contains 18153 members 
Mstep: Class 32 contains 50081 members 
Mstep: Class 33 contains 48972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173152.000000 Penalty: 110674.398438
Iteration 384Q: 34 clusters Score -1.371732e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6575 members 
Mstep: Class 4 contains 39314 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44205 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40842 members 
Mstep: Class 10 contains 46933 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43572 members 
Mstep: Class 14 contains 16986 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19684 members 
Mstep: Class 17 contains 25057 members 
Mstep: Class 18 contains 47134 members 
Mstep: Class 19 contains 24091 members 
Mstep: Class 20 contains 39732 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47988 members 
Mstep: Class 23 contains 27623 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46248 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 49823 members 
Mstep: Class 28 contains 2941 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 34920 members 
Mstep: Class 31 contains 18053 members 
Mstep: Class 32 contains 50125 members 
Mstep: Class 33 contains 48930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173520.000000 Penalty: 110674.398438
Iteration 385Q: 34 clusters Score -1.371735e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6572 members 
Mstep: Class 4 contains 39279 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44224 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40767 members 
Mstep: Class 10 contains 46948 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 16983 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19641 members 
Mstep: Class 17 contains 25054 members 
Mstep: Class 18 contains 47100 members 
Mstep: Class 19 contains 24097 members 
Mstep: Class 20 contains 39743 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47992 members 
Mstep: Class 23 contains 27591 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46231 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 49874 members 
Mstep: Class 28 contains 2937 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 35113 members 
Mstep: Class 31 contains 17946 members 
Mstep: Class 32 contains 50165 members 
Mstep: Class 33 contains 48935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173776.000000 Penalty: 110674.398438
Iteration 386Q: 34 clusters Score -1.371738e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6571 members 
Mstep: Class 4 contains 39251 members 
Mstep: Class 5 contains 4391 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44219 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40687 members 
Mstep: Class 10 contains 47002 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43580 members 
Mstep: Class 14 contains 16977 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19603 members 
Mstep: Class 17 contains 25044 members 
Mstep: Class 18 contains 47069 members 
Mstep: Class 19 contains 24101 members 
Mstep: Class 20 contains 39752 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47940 members 
Mstep: Class 23 contains 27580 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46212 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 49949 members 
Mstep: Class 28 contains 2936 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 35322 members 
Mstep: Class 31 contains 17840 members 
Mstep: Class 32 contains 50201 members 
Mstep: Class 33 contains 48932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174144.000000 Penalty: 110674.398438
Iteration 387Q: 34 clusters Score -1.371741e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 39226 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44220 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40618 members 
Mstep: Class 10 contains 47021 members 
Mstep: Class 11 contains 6951 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43581 members 
Mstep: Class 14 contains 16966 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19559 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 46953 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 39753 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47985 members 
Mstep: Class 23 contains 27561 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46218 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 49997 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 35524 members 
Mstep: Class 31 contains 17759 members 
Mstep: Class 32 contains 50262 members 
Mstep: Class 33 contains 48907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173968.000000 Penalty: 110674.398438
Iteration 388Q: 34 clusters Score -1.37174e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6583 members 
Mstep: Class 4 contains 39202 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44199 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40555 members 
Mstep: Class 10 contains 47054 members 
Mstep: Class 11 contains 6950 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43584 members 
Mstep: Class 14 contains 16954 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19508 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 24118 members 
Mstep: Class 20 contains 39750 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48036 members 
Mstep: Class 23 contains 27530 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46212 members 
Mstep: Class 26 contains 2143 members 
Mstep: Class 27 contains 49934 members 
Mstep: Class 28 contains 2932 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 35695 members 
Mstep: Class 31 contains 17690 members 
Mstep: Class 32 contains 50332 members 
Mstep: Class 33 contains 48969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173920.000000 Penalty: 110674.398438
Iteration 389Q: 34 clusters Score -1.371739e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6587 members 
Mstep: Class 4 contains 39178 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44193 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40503 members 
Mstep: Class 10 contains 47079 members 
Mstep: Class 11 contains 6945 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43578 members 
Mstep: Class 14 contains 16946 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19471 members 
Mstep: Class 17 contains 25043 members 
Mstep: Class 18 contains 46894 members 
Mstep: Class 19 contains 24132 members 
Mstep: Class 20 contains 39737 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48070 members 
Mstep: Class 23 contains 27496 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46225 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49825 members 
Mstep: Class 28 contains 2933 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 35846 members 
Mstep: Class 31 contains 17590 members 
Mstep: Class 32 contains 50381 members 
Mstep: Class 33 contains 49060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174096.000000 Penalty: 110674.398438
Iteration 390Q: 34 clusters Score -1.371741e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6590 members 
Mstep: Class 4 contains 39147 members 
Mstep: Class 5 contains 4395 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44179 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40425 members 
Mstep: Class 10 contains 47116 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 16943 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19420 members 
Mstep: Class 17 contains 25052 members 
Mstep: Class 18 contains 46948 members 
Mstep: Class 19 contains 24138 members 
Mstep: Class 20 contains 39729 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48124 members 
Mstep: Class 23 contains 27466 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46226 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49719 members 
Mstep: Class 28 contains 2933 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 36000 members 
Mstep: Class 31 contains 17497 members 
Mstep: Class 32 contains 50371 members 
Mstep: Class 33 contains 49183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174000.000000 Penalty: 110674.398438
Iteration 391Q: 34 clusters Score -1.37174e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6598 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44180 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40374 members 
Mstep: Class 10 contains 47122 members 
Mstep: Class 11 contains 6931 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43572 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19368 members 
Mstep: Class 17 contains 25051 members 
Mstep: Class 18 contains 47033 members 
Mstep: Class 19 contains 24152 members 
Mstep: Class 20 contains 39726 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48153 members 
Mstep: Class 23 contains 27452 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46209 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49609 members 
Mstep: Class 28 contains 2936 members 
Mstep: Class 29 contains 1782 members 
Mstep: Class 30 contains 36159 members 
Mstep: Class 31 contains 17408 members 
Mstep: Class 32 contains 50322 members 
Mstep: Class 33 contains 49303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174224.000000 Penalty: 110674.398438
Iteration 392Q: 34 clusters Score -1.371742e+08 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 39092 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44160 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40313 members 
Mstep: Class 10 contains 47111 members 
Mstep: Class 11 contains 6929 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43573 members 
Mstep: Class 14 contains 16938 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19309 members 
Mstep: Class 17 contains 25045 members 
Mstep: Class 18 contains 47108 members 
Mstep: Class 19 contains 24176 members 
Mstep: Class 20 contains 39727 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48164 members 
Mstep: Class 23 contains 27425 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46201 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49550 members 
Mstep: Class 28 contains 2938 members 
Mstep: Class 29 contains 1783 members 
Mstep: Class 30 contains 36292 members 
Mstep: Class 31 contains 17354 members 
Mstep: Class 32 contains 50302 members 
Mstep: Class 33 contains 49399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174416.000000 Penalty: 110674.398438
Iteration 393Q: 34 clusters Score -1.371744e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6612 members 
Mstep: Class 4 contains 39072 members 
Mstep: Class 5 contains 4394 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40246 members 
Mstep: Class 10 contains 47073 members 
Mstep: Class 11 contains 6930 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 16936 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19278 members 
Mstep: Class 17 contains 25040 members 
Mstep: Class 18 contains 47188 members 
Mstep: Class 19 contains 24210 members 
Mstep: Class 20 contains 39738 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48190 members 
Mstep: Class 23 contains 27407 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46198 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49512 members 
Mstep: Class 28 contains 2937 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 36444 members 
Mstep: Class 31 contains 17301 members 
Mstep: Class 32 contains 50225 members 
Mstep: Class 33 contains 49475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174144.000000 Penalty: 110674.398438
Iteration 394Q: 34 clusters Score -1.371741e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6620 members 
Mstep: Class 4 contains 39059 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44125 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40160 members 
Mstep: Class 10 contains 47026 members 
Mstep: Class 11 contains 6926 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43570 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19247 members 
Mstep: Class 17 contains 25036 members 
Mstep: Class 18 contains 47306 members 
Mstep: Class 19 contains 24234 members 
Mstep: Class 20 contains 39740 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48256 members 
Mstep: Class 23 contains 27386 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46193 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49458 members 
Mstep: Class 28 contains 2938 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 36576 members 
Mstep: Class 31 contains 17246 members 
Mstep: Class 32 contains 50156 members 
Mstep: Class 33 contains 49526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174272.000000 Penalty: 110674.398438
Iteration 395Q: 34 clusters Score -1.371743e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6623 members 
Mstep: Class 4 contains 39039 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44150 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 40092 members 
Mstep: Class 10 contains 46983 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 16931 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19225 members 
Mstep: Class 17 contains 25028 members 
Mstep: Class 18 contains 47450 members 
Mstep: Class 19 contains 24267 members 
Mstep: Class 20 contains 39730 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48210 members 
Mstep: Class 23 contains 27378 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46183 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49419 members 
Mstep: Class 28 contains 2937 members 
Mstep: Class 29 contains 1784 members 
Mstep: Class 30 contains 36702 members 
Mstep: Class 31 contains 17196 members 
Mstep: Class 32 contains 50088 members 
Mstep: Class 33 contains 49591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174432.000000 Penalty: 110674.398438
Iteration 396Q: 34 clusters Score -1.371744e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6628 members 
Mstep: Class 4 contains 39022 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44170 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 40039 members 
Mstep: Class 10 contains 46942 members 
Mstep: Class 11 contains 6916 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43573 members 
Mstep: Class 14 contains 16928 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19211 members 
Mstep: Class 17 contains 25004 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 24306 members 
Mstep: Class 20 contains 39730 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48132 members 
Mstep: Class 23 contains 27376 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46169 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49444 members 
Mstep: Class 28 contains 2942 members 
Mstep: Class 29 contains 1785 members 
Mstep: Class 30 contains 36832 members 
Mstep: Class 31 contains 17131 members 
Mstep: Class 32 contains 50050 members 
Mstep: Class 33 contains 49625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174624.000000 Penalty: 110674.398438
Iteration 397Q: 34 clusters Score -1.371746e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6631 members 
Mstep: Class 4 contains 39005 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 44211 members 
Mstep: Class 8 contains 734 members 
Mstep: Class 9 contains 39977 members 
Mstep: Class 10 contains 46909 members 
Mstep: Class 11 contains 6918 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43570 members 
Mstep: Class 14 contains 16926 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19194 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 19 contains 24339 members 
Mstep: Class 20 contains 39735 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48097 members 
Mstep: Class 23 contains 27364 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46173 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49459 members 
Mstep: Class 28 contains 2940 members 
Mstep: Class 29 contains 1786 members 
Mstep: Class 30 contains 36957 members 
Mstep: Class 31 contains 17081 members 
Mstep: Class 32 contains 50025 members 
Mstep: Class 33 contains 49652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174640.000000 Penalty: 110674.398438
Iteration 398Q: 34 clusters Score -1.371746e+08 nChanged 1382
Entering ConstructFrom: 
Score: -137174640.000000 Penalty: 110674.398438
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36426.460938 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36426.46 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36668.726562 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36668.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -36853.039062 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36853.04 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -37005.968750 Penalty: 2997.145996
	Iteration 3F: 3 clusters Score -37005.97 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37096.453125 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37096.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37180.093750 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37180.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37202.636719 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37202.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37217.605469 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37217.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -37262.093750 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37262.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37358.078125 Penalty: 2997.145996
	Iteration 9Q: 3 clusters Score -37358.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37364.886719 Penalty: 2997.145996
	Iteration 10Q: 3 clusters Score -37364.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -37364.886719 Penalty: 2997.145996
	Iteration 11F: 3 clusters Score -37364.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85226.468750 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85226.47 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85719.921875 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85719.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85948.500000 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85948.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86111.882812 Penalty: 3256.371582
	Iteration 3F: 3 clusters Score -86111.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86230.812500 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86230.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -86301.109375 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86301.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86337.875000 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86337.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86361.570312 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86361.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -86380.617188 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86380.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86402.773438 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86402.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86426.929688 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86426.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -86443.187500 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86443.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -86444.812500 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86444.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86447.585938 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86447.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -86448.867188 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86448.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86453.570312 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86453.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86462.054688 Penalty: 3256.371582
	Iteration 16F: 3 clusters Score -86462.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -86502.429688 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -86502.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -86528.039062 Penalty: 3256.371582
	Iteration 18Q: 3 clusters Score -86528.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -86568.234375 Penalty: 3256.371582
	Iteration 19Q: 3 clusters Score -86568.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -86578.164062 Penalty: 3256.371582
	Iteration 20F: 3 clusters Score -86578.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -86584.031250 Penalty: 3256.371582
	Iteration 21Q: 3 clusters Score -86584.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -86600.101562 Penalty: 3256.371582
	Iteration 22Q: 3 clusters Score -86600.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86608.000000 Penalty: 3256.371582
	Iteration 23Q: 3 clusters Score -86608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -86608.000000 Penalty: 3256.371582
	Iteration 24F: 3 clusters Score -86608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -1227009.500000 Penalty: 2182.540283
	Iteration 0F: 2 clusters Score -1227010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1221458.500000 Penalty: 4365.080566
	Iteration 0F: 3 clusters Score -1221458 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1222827.750000 Penalty: 4365.080566
	Iteration 1F: 3 clusters Score -1222828 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1223041.750000 Penalty: 4365.080566
	Iteration 2F: 3 clusters Score -1223042 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1223180.250000 Penalty: 4365.080566
	Iteration 3Q: 3 clusters Score -1223180 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1223272.500000 Penalty: 4365.080566
	Iteration 4Q: 3 clusters Score -1223272 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1223346.875000 Penalty: 4365.080566
	Iteration 5Q: 3 clusters Score -1223347 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1223400.125000 Penalty: 4365.080566
	Iteration 6Q: 3 clusters Score -1223400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1223448.375000 Penalty: 4365.080566
	Iteration 7Q: 3 clusters Score -1223448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1223486.500000 Penalty: 4365.080566
	Iteration 8Q: 3 clusters Score -1223486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1223518.125000 Penalty: 4365.080566
	Iteration 9Q: 3 clusters Score -1223518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1223546.500000 Penalty: 4365.080566
	Iteration 10Q: 3 clusters Score -1223546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1223572.125000 Penalty: 4365.080566
	Iteration 11Q: 3 clusters Score -1223572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1223593.875000 Penalty: 4365.080566
	Iteration 12Q: 3 clusters Score -1223594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1223616.500000 Penalty: 4365.080566
	Iteration 13Q: 3 clusters Score -1223616 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1223644.125000 Penalty: 4365.080566
	Iteration 14Q: 3 clusters Score -1223644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1223671.375000 Penalty: 4365.080566
	Iteration 15Q: 3 clusters Score -1223671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1223697.500000 Penalty: 4365.080566
	Iteration 16Q: 3 clusters Score -1223698 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1223724.875000 Penalty: 4365.080566
	Iteration 17Q: 3 clusters Score -1223725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1223749.000000 Penalty: 4365.080566
	Iteration 18Q: 3 clusters Score -1223749 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1223772.500000 Penalty: 4365.080566
	Iteration 19Q: 3 clusters Score -1223772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1223791.875000 Penalty: 4365.080566
	Iteration 20F: 3 clusters Score -1223792 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1223821.875000 Penalty: 4365.080566
	Iteration 21Q: 3 clusters Score -1223822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1223858.375000 Penalty: 4365.080566
	Iteration 22Q: 3 clusters Score -1223858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1223905.000000 Penalty: 4365.080566
	Iteration 23Q: 3 clusters Score -1223905 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1223957.875000 Penalty: 4365.080566
	Iteration 24Q: 3 clusters Score -1223958 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1224014.750000 Penalty: 4365.080566
	Iteration 25Q: 3 clusters Score -1224015 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1224073.375000 Penalty: 4365.080566
	Iteration 26Q: 3 clusters Score -1224073 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1224130.875000 Penalty: 4365.080566
	Iteration 27Q: 3 clusters Score -1224131 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1224197.750000 Penalty: 4365.080566
	Iteration 28Q: 3 clusters Score -1224198 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1224271.625000 Penalty: 4365.080566
	Iteration 29Q: 3 clusters Score -1224272 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1224346.125000 Penalty: 4365.080566
	Iteration 30Q: 3 clusters Score -1224346 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1224423.125000 Penalty: 4365.080566
	Iteration 31Q: 3 clusters Score -1224423 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1224496.000000 Penalty: 4365.080566
	Iteration 32Q: 3 clusters Score -1224496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1224577.750000 Penalty: 4365.080566
	Iteration 33Q: 3 clusters Score -1224578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1224655.250000 Penalty: 4365.080566
	Iteration 34Q: 3 clusters Score -1224655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1224727.250000 Penalty: 4365.080566
	Iteration 35Q: 3 clusters Score -1224727 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1224778.875000 Penalty: 4365.080566
	Iteration 36Q: 3 clusters Score -1224779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1224818.375000 Penalty: 4365.080566
	Iteration 37Q: 3 clusters Score -1224818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1224857.375000 Penalty: 4365.080566
	Iteration 38Q: 3 clusters Score -1224857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1224882.875000 Penalty: 4365.080566
	Iteration 39Q: 3 clusters Score -1224883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1224905.000000 Penalty: 4365.080566
	Iteration 40F: 3 clusters Score -1224905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1224925.625000 Penalty: 4365.080566
	Iteration 41Q: 3 clusters Score -1224926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1224945.375000 Penalty: 4365.080566
	Iteration 42Q: 3 clusters Score -1224945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1224972.875000 Penalty: 4365.080566
	Iteration 43Q: 3 clusters Score -1224973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1224987.625000 Penalty: 4365.080566
	Iteration 44Q: 3 clusters Score -1224988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1224998.250000 Penalty: 4365.080566
	Iteration 45Q: 3 clusters Score -1224998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1225005.750000 Penalty: 4365.080566
	Iteration 46Q: 3 clusters Score -1225006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1225017.250000 Penalty: 4365.080566
	Iteration 47Q: 3 clusters Score -1225017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1225028.500000 Penalty: 4365.080566
	Iteration 48Q: 3 clusters Score -1225028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1225030.875000 Penalty: 4365.080566
	Iteration 49Q: 3 clusters Score -1225031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1225036.875000 Penalty: 4365.080566
	Iteration 50Q: 3 clusters Score -1225037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1225039.500000 Penalty: 4365.080566
	Iteration 51Q: 3 clusters Score -1225040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1225042.125000 Penalty: 4365.080566
	Iteration 52Q: 3 clusters Score -1225042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1225044.250000 Penalty: 4365.080566
	Iteration 53Q: 3 clusters Score -1225044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1225047.125000 Penalty: 4365.080566
	Iteration 54Q: 3 clusters Score -1225047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1225050.500000 Penalty: 4365.080566
	Iteration 55Q: 3 clusters Score -1225050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1225050.375000 Penalty: 4365.080566
	Iteration 56Q: 3 clusters Score -1225050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1225050.375000 Penalty: 4365.080566
	Iteration 57F: 3 clusters Score -1225050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Entering Unmasked Estep 
Score: -7217428.000000 Penalty: 2621.565674
	Iteration 0F: 2 clusters Score -7217428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -7191132.500000 Penalty: 5243.131348
	Iteration 0F: 3 clusters Score -7191132 nChanged 17776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7201036.500000 Penalty: 5243.131348
	Iteration 1F: 3 clusters Score -7201036 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7201448.500000 Penalty: 5243.131348
	Iteration 2Q: 3 clusters Score -7201448 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -7201749.500000 Penalty: 5243.131348
	Iteration 3Q: 3 clusters Score -7201750 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -7202030.000000 Penalty: 5243.131348
	Iteration 4Q: 3 clusters Score -7202030 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -7202274.500000 Penalty: 5243.131348
	Iteration 5Q: 3 clusters Score -7202274 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -7202404.000000 Penalty: 5243.131348
	Iteration 6Q: 3 clusters Score -7202404 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -7202594.500000 Penalty: 5243.131348
	Iteration 7Q: 3 clusters Score -7202594 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -7202780.500000 Penalty: 5243.131348
	Iteration 8Q: 3 clusters Score -7202780 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7202978.500000 Penalty: 5243.131348
	Iteration 9Q: 3 clusters Score -7202978 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -7203220.000000 Penalty: 5243.131348
	Iteration 10Q: 3 clusters Score -7203220 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -7203594.500000 Penalty: 5243.131348
	Iteration 11Q: 3 clusters Score -7203594 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -7204098.500000 Penalty: 5243.131348
	Iteration 12Q: 3 clusters Score -7204098 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -7204899.500000 Penalty: 5243.131348
	Iteration 13Q: 3 clusters Score -7204900 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -7206063.000000 Penalty: 5243.131348
	Iteration 14Q: 3 clusters Score -7206063 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -7207589.500000 Penalty: 5243.131348
	Iteration 15F: 3 clusters Score -7207590 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -7209278.000000 Penalty: 5243.131348
	Iteration 16F: 3 clusters Score -7209278 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -7210550.500000 Penalty: 5243.131348
	Iteration 17Q: 3 clusters Score -7210550 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -7211276.500000 Penalty: 5243.131348
	Iteration 18Q: 3 clusters Score -7211276 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -7211894.000000 Penalty: 5243.131348
	Iteration 19Q: 3 clusters Score -7211894 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -7212572.500000 Penalty: 5243.131348
	Iteration 20F: 3 clusters Score -7212572 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -7213186.000000 Penalty: 5243.131348
	Iteration 21Q: 3 clusters Score -7213186 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -7213752.000000 Penalty: 5243.131348
	Iteration 22Q: 3 clusters Score -7213752 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -7214229.500000 Penalty: 5243.131348
	Iteration 23Q: 3 clusters Score -7214230 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -7214564.000000 Penalty: 5243.131348
	Iteration 24Q: 3 clusters Score -7214564 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -7214735.000000 Penalty: 5243.131348
	Iteration 25Q: 3 clusters Score -7214735 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7214827.000000 Penalty: 5243.131348
	Iteration 26Q: 3 clusters Score -7214827 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -7214918.500000 Penalty: 5243.131348
	Iteration 27Q: 3 clusters Score -7214918 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -7214971.000000 Penalty: 5243.131348
	Iteration 28Q: 3 clusters Score -7214971 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7214986.500000 Penalty: 5243.131348
	Iteration 29Q: 3 clusters Score -7214986 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7215023.500000 Penalty: 5243.131348
	Iteration 30Q: 3 clusters Score -7215024 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7215031.500000 Penalty: 5243.131348
	Iteration 31Q: 3 clusters Score -7215032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7215072.000000 Penalty: 5243.131348
	Iteration 32Q: 3 clusters Score -7215072 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7215045.500000 Penalty: 5243.131348
	Iteration 33Q: 3 clusters Score -7215046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7215070.500000 Penalty: 5243.131348
	Iteration 34Q: 3 clusters Score -7215070 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -7215065.500000 Penalty: 5243.131348
	Iteration 35Q: 3 clusters Score -7215066 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7215082.000000 Penalty: 5243.131348
	Iteration 36Q: 3 clusters Score -7215082 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7215084.500000 Penalty: 5243.131348
	Iteration 37Q: 3 clusters Score -7215084 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7215073.500000 Penalty: 5243.131348
	Iteration 38Q: 3 clusters Score -7215074 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -7215098.500000 Penalty: 5243.131348
	Iteration 39Q: 3 clusters Score -7215098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -7215129.500000 Penalty: 5243.131348
	Iteration 40F: 3 clusters Score -7215130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7215116.500000 Penalty: 5243.131348
	Iteration 41Q: 3 clusters Score -7215116 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7215130.500000 Penalty: 5243.131348
	Iteration 42Q: 3 clusters Score -7215130 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7215144.500000 Penalty: 5243.131348
	Iteration 43Q: 3 clusters Score -7215144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7215147.000000 Penalty: 5243.131348
	Iteration 44Q: 3 clusters Score -7215147 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7215145.500000 Penalty: 5243.131348
	Iteration 45Q: 3 clusters Score -7215146 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -7215149.500000 Penalty: 5243.131348
	Iteration 46Q: 3 clusters Score -7215150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7215139.500000 Penalty: 5243.131348
	Iteration 47Q: 3 clusters Score -7215140 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -7215133.000000 Penalty: 5243.131348
	Iteration 48Q: 3 clusters Score -7215133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7215136.500000 Penalty: 5243.131348
	Iteration 49Q: 3 clusters Score -7215136 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7215150.500000 Penalty: 5243.131348
	Iteration 50Q: 3 clusters Score -7215150 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7215148.000000 Penalty: 5243.131348
	Iteration 51Q: 3 clusters Score -7215148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -7215150.500000 Penalty: 5243.131348
	Iteration 52Q: 3 clusters Score -7215150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7215155.000000 Penalty: 5243.131348
	Iteration 53Q: 3 clusters Score -7215155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -7215156.500000 Penalty: 5243.131348
	Iteration 54Q: 3 clusters Score -7215156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7215174.000000 Penalty: 5243.131348
	Iteration 55Q: 3 clusters Score -7215174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -7215183.000000 Penalty: 5243.131348
	Iteration 56Q: 3 clusters Score -7215183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7215196.000000 Penalty: 5243.131348
	Iteration 57Q: 3 clusters Score -7215196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -7215195.000000 Penalty: 5243.131348
	Iteration 58Q: 3 clusters Score -7215195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7215196.000000 Penalty: 5243.131348
	Iteration 59Q: 3 clusters Score -7215196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7215190.500000 Penalty: 5243.131348
	Iteration 60F: 3 clusters Score -7215190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -7215191.000000 Penalty: 5243.131348
	Iteration 61Q: 3 clusters Score -7215191 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7215188.000000 Penalty: 5243.131348
	Iteration 62Q: 3 clusters Score -7215188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -7215187.000000 Penalty: 5243.131348
	Iteration 63Q: 3 clusters Score -7215187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7215196.500000 Penalty: 5243.131348
	Iteration 64Q: 3 clusters Score -7215196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -7215191.000000 Penalty: 5243.131348
	Iteration 65Q: 3 clusters Score -7215191 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7215198.500000 Penalty: 5243.131348
	Iteration 66Q: 3 clusters Score -7215198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -7215196.500000 Penalty: 5243.131348
	Iteration 67Q: 3 clusters Score -7215196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35793 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7215201.500000 Penalty: 5243.131348
	Iteration 68Q: 3 clusters Score -7215202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7215201.000000 Penalty: 5243.131348
	Iteration 69Q: 3 clusters Score -7215201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7215199.000000 Penalty: 5243.131348
	Iteration 70Q: 3 clusters Score -7215199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7215192.500000 Penalty: 5243.131348
	Iteration 71Q: 3 clusters Score -7215192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7215190.000000 Penalty: 5243.131348
	Iteration 72Q: 3 clusters Score -7215190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -7215190.000000 Penalty: 5243.131348
	Iteration 73Q: 3 clusters Score -7215190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35866 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7215192.000000 Penalty: 5243.131348
	Iteration 74Q: 3 clusters Score -7215192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -7215193.500000 Penalty: 5243.131348
	Iteration 75Q: 3 clusters Score -7215194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -7215192.500000 Penalty: 5243.131348
	Iteration 76Q: 3 clusters Score -7215192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7215189.000000 Penalty: 5243.131348
	Iteration 77Q: 3 clusters Score -7215189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7215193.500000 Penalty: 5243.131348
	Iteration 78Q: 3 clusters Score -7215194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -7215195.000000 Penalty: 5243.131348
	Iteration 79Q: 3 clusters Score -7215195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7215188.000000 Penalty: 5243.131348
	Iteration 80F: 3 clusters Score -7215188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7215191.500000 Penalty: 5243.131348
	Iteration 81Q: 3 clusters Score -7215192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7215183.000000 Penalty: 5243.131348
	Iteration 82Q: 3 clusters Score -7215183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7215197.000000 Penalty: 5243.131348
	Iteration 83Q: 3 clusters Score -7215197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7215198.500000 Penalty: 5243.131348
	Iteration 84Q: 3 clusters Score -7215198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7215180.500000 Penalty: 5243.131348
	Iteration 85Q: 3 clusters Score -7215180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -7215183.000000 Penalty: 5243.131348
	Iteration 86Q: 3 clusters Score -7215183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7215200.500000 Penalty: 5243.131348
	Iteration 87Q: 3 clusters Score -7215200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -7215206.000000 Penalty: 5243.131348
	Iteration 88Q: 3 clusters Score -7215206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7215201.000000 Penalty: 5243.131348
	Iteration 89Q: 3 clusters Score -7215201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7215208.000000 Penalty: 5243.131348
	Iteration 90Q: 3 clusters Score -7215208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7215203.000000 Penalty: 5243.131348
	Iteration 91Q: 3 clusters Score -7215203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7215205.500000 Penalty: 5243.131348
	Iteration 92Q: 3 clusters Score -7215206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7215210.500000 Penalty: 5243.131348
	Iteration 93Q: 3 clusters Score -7215210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7215211.500000 Penalty: 5243.131348
	Iteration 94Q: 3 clusters Score -7215212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7215211.000000 Penalty: 5243.131348
	Iteration 95Q: 3 clusters Score -7215211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7215210.500000 Penalty: 5243.131348
	Iteration 96Q: 3 clusters Score -7215210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7215206.000000 Penalty: 5243.131348
	Iteration 97Q: 3 clusters Score -7215206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7215211.500000 Penalty: 5243.131348
	Iteration 98Q: 3 clusters Score -7215212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7215214.500000 Penalty: 5243.131348
	Iteration 99Q: 3 clusters Score -7215214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7215218.000000 Penalty: 5243.131348
	Iteration 100F: 3 clusters Score -7215218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -814112.750000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -814112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -809994.062500 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -809994.1 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -810956.125000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -810956.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -811155.812500 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -811155.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -811274.437500 Penalty: 4160.219727
	Iteration 3Q: 3 clusters Score -811274.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -811367.562500 Penalty: 4160.219727
	Iteration 4Q: 3 clusters Score -811367.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -811452.875000 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -811452.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -811539.687500 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -811539.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -811614.750000 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -811614.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -811671.062500 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -811671.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -811724.125000 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -811724.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -811771.187500 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -811771.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -811818.625000 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -811818.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -811862.562500 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -811862.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -811915.437500 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -811915.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -811965.187500 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -811965.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -812017.000000 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -812017 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -812074.187500 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -812074.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -812118.937500 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -812118.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -812161.625000 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -812161.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -812196.437500 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -812196.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -812222.750000 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -812222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -812245.125000 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -812245.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -812258.687500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -812258.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -812275.312500 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -812275.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -812287.562500 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -812287.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -812297.875000 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -812297.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -812312.250000 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -812312.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -812316.125000 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -812316.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -812322.625000 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -812322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -812326.750000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -812326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -812332.187500 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -812332.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -812336.750000 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -812336.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -812343.812500 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -812343.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -812352.687500 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -812352.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -812361.062500 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -812361.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -812367.937500 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -812367.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -812374.625000 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -812374.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -812379.625000 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -812379.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -812386.375000 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -812386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -812394.500000 Penalty: 4160.219727
	Iteration 39Q: 3 clusters Score -812394.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -812397.125000 Penalty: 4160.219727
	Iteration 40F: 3 clusters Score -812397.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -812408.500000 Penalty: 4160.219727
	Iteration 41Q: 3 clusters Score -812408.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -812412.187500 Penalty: 4160.219727
	Iteration 42Q: 3 clusters Score -812412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -812418.437500 Penalty: 4160.219727
	Iteration 43Q: 3 clusters Score -812418.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -812422.375000 Penalty: 4160.219727
	Iteration 44Q: 3 clusters Score -812422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -812424.062500 Penalty: 4160.219727
	Iteration 45Q: 3 clusters Score -812424.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -812427.000000 Penalty: 4160.219727
	Iteration 46Q: 3 clusters Score -812427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -812427.000000 Penalty: 4160.219727
	Iteration 47Q: 3 clusters Score -812427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -812427.000000 Penalty: 4160.219727
	Iteration 48F: 3 clusters Score -812427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -1019352.375000 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -1019352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1014615.812500 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -1014616 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1015704.437500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -1015704 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1015888.437500 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -1015888 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1016016.187500 Penalty: 4268.090332
	Iteration 3Q: 3 clusters Score -1016016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1016106.875000 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -1016107 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1016177.125000 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -1016177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1016269.437500 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -1016269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1016380.812500 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -1016381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1016489.437500 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -1016489 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1016602.000000 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -1016602 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1016717.500000 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -1016718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1016843.000000 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -1016843 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1016940.625000 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -1016941 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1017037.937500 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -1017038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1017131.625000 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -1017132 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1017205.812500 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -1017206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1017262.562500 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -1017263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1017307.750000 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -1017308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1017340.937500 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -1017341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1017356.562500 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -1017357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1017367.750000 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -1017368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1017377.062500 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -1017377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1017381.812500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -1017382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1017382.875000 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -1017383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1017385.375000 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -1017385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1017384.437500 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -1017384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1017387.125000 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -1017387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1017387.125000 Penalty: 4268.090332
	Iteration 27F: 3 clusters Score -1017387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Entering Unmasked Estep 
Score: -8273945.500000 Penalty: 2652.951416
	Iteration 0F: 2 clusters Score -8273946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8244589.000000 Penalty: 5305.902832
	Iteration 0F: 3 clusters Score -8244589 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -8256270.500000 Penalty: 5305.902832
	Iteration 1F: 3 clusters Score -8256270 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8257726.000000 Penalty: 5305.902832
	Iteration 2F: 3 clusters Score -8257726 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -8259319.500000 Penalty: 5305.902832
	Iteration 3F: 3 clusters Score -8259320 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -8261260.000000 Penalty: 5305.902832
	Iteration 4F: 3 clusters Score -8261260 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -8263771.500000 Penalty: 5305.902832
	Iteration 5F: 3 clusters Score -8263772 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -8266568.000000 Penalty: 5305.902832
	Iteration 6F: 3 clusters Score -8266568 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -8269060.500000 Penalty: 5305.902832
	Iteration 7F: 3 clusters Score -8269060 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -8270421.000000 Penalty: 5305.902832
	Iteration 8Q: 3 clusters Score -8270421 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -8271087.500000 Penalty: 5305.902832
	Iteration 9Q: 3 clusters Score -8271088 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -8271513.500000 Penalty: 5305.902832
	Iteration 10Q: 3 clusters Score -8271514 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -8271755.000000 Penalty: 5305.902832
	Iteration 11Q: 3 clusters Score -8271755 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -8271893.000000 Penalty: 5305.902832
	Iteration 12Q: 3 clusters Score -8271893 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -8272004.000000 Penalty: 5305.902832
	Iteration 13Q: 3 clusters Score -8272004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -8272057.500000 Penalty: 5305.902832
	Iteration 14Q: 3 clusters Score -8272058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -8272091.000000 Penalty: 5305.902832
	Iteration 15Q: 3 clusters Score -8272091 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -8272103.500000 Penalty: 5305.902832
	Iteration 16Q: 3 clusters Score -8272104 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -8272113.000000 Penalty: 5305.902832
	Iteration 17Q: 3 clusters Score -8272113 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -8272112.500000 Penalty: 5305.902832
	Iteration 18Q: 3 clusters Score -8272112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8272121.500000 Penalty: 5305.902832
	Iteration 19Q: 3 clusters Score -8272122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -8272122.500000 Penalty: 5305.902832
	Iteration 20F: 3 clusters Score -8272122 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -8272127.000000 Penalty: 5305.902832
	Iteration 21Q: 3 clusters Score -8272127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -8272132.000000 Penalty: 5305.902832
	Iteration 22Q: 3 clusters Score -8272132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -8272133.500000 Penalty: 5305.902832
	Iteration 23Q: 3 clusters Score -8272134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8272141.500000 Penalty: 5305.902832
	Iteration 24Q: 3 clusters Score -8272142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -8272135.500000 Penalty: 5305.902832
	Iteration 25Q: 3 clusters Score -8272136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8272140.500000 Penalty: 5305.902832
	Iteration 26Q: 3 clusters Score -8272140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -8272153.500000 Penalty: 5305.902832
	Iteration 27Q: 3 clusters Score -8272154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -8272153.500000 Penalty: 5305.902832
	Iteration 28Q: 3 clusters Score -8272154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8272137.500000 Penalty: 5305.902832
	Iteration 29Q: 3 clusters Score -8272138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32939 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -8272140.500000 Penalty: 5305.902832
	Iteration 30Q: 3 clusters Score -8272140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8272141.000000 Penalty: 5305.902832
	Iteration 31Q: 3 clusters Score -8272141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8272139.000000 Penalty: 5305.902832
	Iteration 32Q: 3 clusters Score -8272139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8272139.000000 Penalty: 5305.902832
	Iteration 33F: 3 clusters Score -8272139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -126198.343750 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -126198.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124575.570312 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -124575.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -125015.859375 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -125015.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -125252.351562 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -125252.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125440.507812 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -125440.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -125543.070312 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -125543.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -125580.593750 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -125580.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -125607.468750 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -125607.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125629.281250 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -125629.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125642.117188 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -125642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125650.148438 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -125650.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125655.796875 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -125655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125658.726562 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -125658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125662.648438 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -125662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125665.312500 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -125665.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125679.867188 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -125679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125681.226562 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -125681.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -125681.226562 Penalty: 3273.535889
	Iteration 16F: 3 clusters Score -125681.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Entering Unmasked Estep 
Score: -7449131.500000 Penalty: 2627.394287
	Iteration 0F: 2 clusters Score -7449132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -7422132.000000 Penalty: 5254.788574
	Iteration 0F: 3 clusters Score -7422132 nChanged 18250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -7432001.000000 Penalty: 5254.788574
	Iteration 1F: 3 clusters Score -7432001 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -7432533.000000 Penalty: 5254.788574
	Iteration 2Q: 3 clusters Score -7432533 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7433179.000000 Penalty: 5254.788574
	Iteration 3Q: 3 clusters Score -7433179 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -7434111.500000 Penalty: 5254.788574
	Iteration 4Q: 3 clusters Score -7434112 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -7435512.000000 Penalty: 5254.788574
	Iteration 5F: 3 clusters Score -7435512 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -7437468.000000 Penalty: 5254.788574
	Iteration 6F: 3 clusters Score -7437468 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -7439985.500000 Penalty: 5254.788574
	Iteration 7F: 3 clusters Score -7439986 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -7442688.000000 Penalty: 5254.788574
	Iteration 8F: 3 clusters Score -7442688 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -7444983.500000 Penalty: 5254.788574
	Iteration 9F: 3 clusters Score -7444984 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -7446327.000000 Penalty: 5254.788574
	Iteration 10Q: 3 clusters Score -7446327 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7446785.500000 Penalty: 5254.788574
	Iteration 11Q: 3 clusters Score -7446786 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -7447019.000000 Penalty: 5254.788574
	Iteration 12Q: 3 clusters Score -7447019 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -7447098.000000 Penalty: 5254.788574
	Iteration 13Q: 3 clusters Score -7447098 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7447155.000000 Penalty: 5254.788574
	Iteration 14Q: 3 clusters Score -7447155 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7447199.500000 Penalty: 5254.788574
	Iteration 15Q: 3 clusters Score -7447200 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7447234.000000 Penalty: 5254.788574
	Iteration 16Q: 3 clusters Score -7447234 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7447276.000000 Penalty: 5254.788574
	Iteration 17Q: 3 clusters Score -7447276 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7447313.500000 Penalty: 5254.788574
	Iteration 18Q: 3 clusters Score -7447314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -7447342.500000 Penalty: 5254.788574
	Iteration 19Q: 3 clusters Score -7447342 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -7447394.000000 Penalty: 5254.788574
	Iteration 20F: 3 clusters Score -7447394 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -7447428.000000 Penalty: 5254.788574
	Iteration 21Q: 3 clusters Score -7447428 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -7447441.500000 Penalty: 5254.788574
	Iteration 22Q: 3 clusters Score -7447442 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -7447437.000000 Penalty: 5254.788574
	Iteration 23Q: 3 clusters Score -7447437 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7447444.000000 Penalty: 5254.788574
	Iteration 24Q: 3 clusters Score -7447444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -7447479.000000 Penalty: 5254.788574
	Iteration 25Q: 3 clusters Score -7447479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7447492.000000 Penalty: 5254.788574
	Iteration 26Q: 3 clusters Score -7447492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7447502.000000 Penalty: 5254.788574
	Iteration 27Q: 3 clusters Score -7447502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7447506.000000 Penalty: 5254.788574
	Iteration 28Q: 3 clusters Score -7447506 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -7447494.500000 Penalty: 5254.788574
	Iteration 29Q: 3 clusters Score -7447494 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -7447493.000000 Penalty: 5254.788574
	Iteration 30Q: 3 clusters Score -7447493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7447512.500000 Penalty: 5254.788574
	Iteration 31Q: 3 clusters Score -7447512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -7447519.000000 Penalty: 5254.788574
	Iteration 32Q: 3 clusters Score -7447519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7447519.500000 Penalty: 5254.788574
	Iteration 33Q: 3 clusters Score -7447520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7447508.500000 Penalty: 5254.788574
	Iteration 34Q: 3 clusters Score -7447508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -7447507.000000 Penalty: 5254.788574
	Iteration 35Q: 3 clusters Score -7447507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -7447514.000000 Penalty: 5254.788574
	Iteration 36Q: 3 clusters Score -7447514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -7447508.500000 Penalty: 5254.788574
	Iteration 37Q: 3 clusters Score -7447508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -7447510.500000 Penalty: 5254.788574
	Iteration 38Q: 3 clusters Score -7447510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7447511.500000 Penalty: 5254.788574
	Iteration 39Q: 3 clusters Score -7447512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7447509.500000 Penalty: 5254.788574
	Iteration 40F: 3 clusters Score -7447510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -7447509.500000 Penalty: 5254.788574
	Iteration 41Q: 3 clusters Score -7447510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -7447516.500000 Penalty: 5254.788574
	Iteration 42Q: 3 clusters Score -7447516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -7447519.000000 Penalty: 5254.788574
	Iteration 43Q: 3 clusters Score -7447519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -7447516.000000 Penalty: 5254.788574
	Iteration 44Q: 3 clusters Score -7447516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -7447511.000000 Penalty: 5254.788574
	Iteration 45Q: 3 clusters Score -7447511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7447525.000000 Penalty: 5254.788574
	Iteration 46Q: 3 clusters Score -7447525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7447518.500000 Penalty: 5254.788574
	Iteration 47Q: 3 clusters Score -7447518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -7447516.500000 Penalty: 5254.788574
	Iteration 48Q: 3 clusters Score -7447516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7447533.000000 Penalty: 5254.788574
	Iteration 49Q: 3 clusters Score -7447533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -7447524.000000 Penalty: 5254.788574
	Iteration 50Q: 3 clusters Score -7447524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -7447526.000000 Penalty: 5254.788574
	Iteration 51Q: 3 clusters Score -7447526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -7447522.500000 Penalty: 5254.788574
	Iteration 52Q: 3 clusters Score -7447522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7447512.500000 Penalty: 5254.788574
	Iteration 53Q: 3 clusters Score -7447512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -7447526.500000 Penalty: 5254.788574
	Iteration 54Q: 3 clusters Score -7447526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7447528.500000 Penalty: 5254.788574
	Iteration 55Q: 3 clusters Score -7447528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7447532.500000 Penalty: 5254.788574
	Iteration 56Q: 3 clusters Score -7447532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -7447530.500000 Penalty: 5254.788574
	Iteration 57Q: 3 clusters Score -7447530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -7447522.000000 Penalty: 5254.788574
	Iteration 58Q: 3 clusters Score -7447522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7447532.500000 Penalty: 5254.788574
	Iteration 59Q: 3 clusters Score -7447532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -7447531.500000 Penalty: 5254.788574
	Iteration 60F: 3 clusters Score -7447532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -7447532.000000 Penalty: 5254.788574
	Iteration 61Q: 3 clusters Score -7447532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7447538.500000 Penalty: 5254.788574
	Iteration 62Q: 3 clusters Score -7447538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -7447534.500000 Penalty: 5254.788574
	Iteration 63Q: 3 clusters Score -7447534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -7447532.500000 Penalty: 5254.788574
	Iteration 64Q: 3 clusters Score -7447532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -7447538.500000 Penalty: 5254.788574
	Iteration 65Q: 3 clusters Score -7447538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -7447539.500000 Penalty: 5254.788574
	Iteration 66Q: 3 clusters Score -7447540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7447544.000000 Penalty: 5254.788574
	Iteration 67Q: 3 clusters Score -7447544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -7447548.000000 Penalty: 5254.788574
	Iteration 68Q: 3 clusters Score -7447548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -7447546.000000 Penalty: 5254.788574
	Iteration 69Q: 3 clusters Score -7447546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -7447538.000000 Penalty: 5254.788574
	Iteration 70Q: 3 clusters Score -7447538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7447546.500000 Penalty: 5254.788574
	Iteration 71Q: 3 clusters Score -7447546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7447540.500000 Penalty: 5254.788574
	Iteration 72Q: 3 clusters Score -7447540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -7447529.000000 Penalty: 5254.788574
	Iteration 73Q: 3 clusters Score -7447529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -7447528.500000 Penalty: 5254.788574
	Iteration 74Q: 3 clusters Score -7447528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7447529.500000 Penalty: 5254.788574
	Iteration 75Q: 3 clusters Score -7447530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -7447532.500000 Penalty: 5254.788574
	Iteration 76Q: 3 clusters Score -7447532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -7447539.500000 Penalty: 5254.788574
	Iteration 77Q: 3 clusters Score -7447540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7447537.000000 Penalty: 5254.788574
	Iteration 78Q: 3 clusters Score -7447537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -7447553.000000 Penalty: 5254.788574
	Iteration 79Q: 3 clusters Score -7447553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -7447562.500000 Penalty: 5254.788574
	Iteration 80F: 3 clusters Score -7447562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7447566.500000 Penalty: 5254.788574
	Iteration 81Q: 3 clusters Score -7447566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -7447580.500000 Penalty: 5254.788574
	Iteration 82Q: 3 clusters Score -7447580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7447581.500000 Penalty: 5254.788574
	Iteration 83Q: 3 clusters Score -7447582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7447577.000000 Penalty: 5254.788574
	Iteration 84Q: 3 clusters Score -7447577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7447584.000000 Penalty: 5254.788574
	Iteration 85Q: 3 clusters Score -7447584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -7447583.000000 Penalty: 5254.788574
	Iteration 86Q: 3 clusters Score -7447583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7447595.000000 Penalty: 5254.788574
	Iteration 87Q: 3 clusters Score -7447595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -7447593.000000 Penalty: 5254.788574
	Iteration 88Q: 3 clusters Score -7447593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -7447598.000000 Penalty: 5254.788574
	Iteration 89Q: 3 clusters Score -7447598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -7447599.000000 Penalty: 5254.788574
	Iteration 90Q: 3 clusters Score -7447599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -7447595.000000 Penalty: 5254.788574
	Iteration 91Q: 3 clusters Score -7447595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -7447592.500000 Penalty: 5254.788574
	Iteration 92Q: 3 clusters Score -7447592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -7447595.000000 Penalty: 5254.788574
	Iteration 93Q: 3 clusters Score -7447595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -7447602.500000 Penalty: 5254.788574
	Iteration 94Q: 3 clusters Score -7447602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7447597.500000 Penalty: 5254.788574
	Iteration 95Q: 3 clusters Score -7447598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -7447605.000000 Penalty: 5254.788574
	Iteration 96Q: 3 clusters Score -7447605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -7447609.500000 Penalty: 5254.788574
	Iteration 97Q: 3 clusters Score -7447610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -7447608.500000 Penalty: 5254.788574
	Iteration 98Q: 3 clusters Score -7447608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7447617.000000 Penalty: 5254.788574
	Iteration 99Q: 3 clusters Score -7447617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7447611.500000 Penalty: 5254.788574
	Iteration 100F: 3 clusters Score -7447612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7447610.000000 Penalty: 5254.788574
	Iteration 101Q: 3 clusters Score -7447610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -7447613.500000 Penalty: 5254.788574
	Iteration 102Q: 3 clusters Score -7447614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7447608.000000 Penalty: 5254.788574
	Iteration 103Q: 3 clusters Score -7447608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7447608.500000 Penalty: 5254.788574
	Iteration 104Q: 3 clusters Score -7447608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -7447619.000000 Penalty: 5254.788574
	Iteration 105Q: 3 clusters Score -7447619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -7447617.500000 Penalty: 5254.788574
	Iteration 106Q: 3 clusters Score -7447618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7447617.500000 Penalty: 5254.788574
	Iteration 107Q: 3 clusters Score -7447618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7447620.000000 Penalty: 5254.788574
	Iteration 108Q: 3 clusters Score -7447620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7447613.500000 Penalty: 5254.788574
	Iteration 109Q: 3 clusters Score -7447614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7447605.000000 Penalty: 5254.788574
	Iteration 110Q: 3 clusters Score -7447605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -7447611.000000 Penalty: 5254.788574
	Iteration 111Q: 3 clusters Score -7447611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7447611.000000 Penalty: 5254.788574
	Iteration 112Q: 3 clusters Score -7447611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7447614.000000 Penalty: 5254.788574
	Iteration 113Q: 3 clusters Score -7447614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7447615.000000 Penalty: 5254.788574
	Iteration 114Q: 3 clusters Score -7447615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7447620.000000 Penalty: 5254.788574
	Iteration 115Q: 3 clusters Score -7447620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7447619.500000 Penalty: 5254.788574
	Iteration 116Q: 3 clusters Score -7447620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -7447621.000000 Penalty: 5254.788574
	Iteration 117Q: 3 clusters Score -7447621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -7447621.000000 Penalty: 5254.788574
	Iteration 118Q: 3 clusters Score -7447621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7447624.000000 Penalty: 5254.788574
	Iteration 119Q: 3 clusters Score -7447624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -7447624.000000 Penalty: 5254.788574
	Iteration 120F: 3 clusters Score -7447624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7447624.000000 Penalty: 5254.788574
	Iteration 121Q: 3 clusters Score -7447624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -7447624.000000 Penalty: 5254.788574
	Iteration 122F: 3 clusters Score -7447624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Entering Unmasked Estep 
Score: -8808194.000000 Penalty: 2667.188232
	Iteration 0F: 2 clusters Score -8808194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8777821.000000 Penalty: 5334.376465
	Iteration 0F: 3 clusters Score -8777821 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -8789797.000000 Penalty: 5334.376465
	Iteration 1F: 3 clusters Score -8789797 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8790431.000000 Penalty: 5334.376465
	Iteration 2Q: 3 clusters Score -8790431 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -8791019.000000 Penalty: 5334.376465
	Iteration 3Q: 3 clusters Score -8791019 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -8791609.000000 Penalty: 5334.376465
	Iteration 4Q: 3 clusters Score -8791609 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8792257.000000 Penalty: 5334.376465
	Iteration 5Q: 3 clusters Score -8792257 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -8793117.000000 Penalty: 5334.376465
	Iteration 6Q: 3 clusters Score -8793117 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -8794223.000000 Penalty: 5334.376465
	Iteration 7Q: 3 clusters Score -8794223 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8795508.000000 Penalty: 5334.376465
	Iteration 8Q: 3 clusters Score -8795508 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -8796905.000000 Penalty: 5334.376465
	Iteration 9F: 3 clusters Score -8796905 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -8798449.000000 Penalty: 5334.376465
	Iteration 10F: 3 clusters Score -8798449 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8800142.000000 Penalty: 5334.376465
	Iteration 11F: 3 clusters Score -8800142 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -8801697.000000 Penalty: 5334.376465
	Iteration 12Q: 3 clusters Score -8801697 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8802994.000000 Penalty: 5334.376465
	Iteration 13Q: 3 clusters Score -8802994 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8804087.000000 Penalty: 5334.376465
	Iteration 14Q: 3 clusters Score -8804087 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8804803.000000 Penalty: 5334.376465
	Iteration 15Q: 3 clusters Score -8804803 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -8805221.000000 Penalty: 5334.376465
	Iteration 16Q: 3 clusters Score -8805221 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8805530.000000 Penalty: 5334.376465
	Iteration 17Q: 3 clusters Score -8805530 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8805665.000000 Penalty: 5334.376465
	Iteration 18Q: 3 clusters Score -8805665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8805775.000000 Penalty: 5334.376465
	Iteration 19Q: 3 clusters Score -8805775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8805856.000000 Penalty: 5334.376465
	Iteration 20F: 3 clusters Score -8805856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8805897.000000 Penalty: 5334.376465
	Iteration 21Q: 3 clusters Score -8805897 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8805932.000000 Penalty: 5334.376465
	Iteration 22Q: 3 clusters Score -8805932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -8805962.000000 Penalty: 5334.376465
	Iteration 23Q: 3 clusters Score -8805962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8805967.000000 Penalty: 5334.376465
	Iteration 24Q: 3 clusters Score -8805967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 46012 members 
Entering Unmasked Estep 
Score: -8805981.000000 Penalty: 5334.376465
	Iteration 25Q: 3 clusters Score -8805981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8805998.000000 Penalty: 5334.376465
	Iteration 26Q: 3 clusters Score -8805998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8806007.000000 Penalty: 5334.376465
	Iteration 27Q: 3 clusters Score -8806007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8806014.000000 Penalty: 5334.376465
	Iteration 28Q: 3 clusters Score -8806014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8805999.000000 Penalty: 5334.376465
	Iteration 29Q: 3 clusters Score -8805999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8806038.000000 Penalty: 5334.376465
	Iteration 30Q: 3 clusters Score -8806038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8806040.000000 Penalty: 5334.376465
	Iteration 31Q: 3 clusters Score -8806040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -8806035.000000 Penalty: 5334.376465
	Iteration 32Q: 3 clusters Score -8806035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8806040.000000 Penalty: 5334.376465
	Iteration 33Q: 3 clusters Score -8806040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8806045.000000 Penalty: 5334.376465
	Iteration 34Q: 3 clusters Score -8806045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -8806051.000000 Penalty: 5334.376465
	Iteration 35Q: 3 clusters Score -8806051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8806048.000000 Penalty: 5334.376465
	Iteration 36Q: 3 clusters Score -8806048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8806054.000000 Penalty: 5334.376465
	Iteration 37Q: 3 clusters Score -8806054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8806051.000000 Penalty: 5334.376465
	Iteration 38Q: 3 clusters Score -8806051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -8806054.000000 Penalty: 5334.376465
	Iteration 39Q: 3 clusters Score -8806054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8806060.000000 Penalty: 5334.376465
	Iteration 40F: 3 clusters Score -8806060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8806068.000000 Penalty: 5334.376465
	Iteration 41Q: 3 clusters Score -8806068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8806094.000000 Penalty: 5334.376465
	Iteration 42Q: 3 clusters Score -8806094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8806100.000000 Penalty: 5334.376465
	Iteration 43Q: 3 clusters Score -8806100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8806103.000000 Penalty: 5334.376465
	Iteration 44Q: 3 clusters Score -8806103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8806111.000000 Penalty: 5334.376465
	Iteration 45Q: 3 clusters Score -8806111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8806121.000000 Penalty: 5334.376465
	Iteration 46Q: 3 clusters Score -8806121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -8806129.000000 Penalty: 5334.376465
	Iteration 47Q: 3 clusters Score -8806129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8806131.000000 Penalty: 5334.376465
	Iteration 48Q: 3 clusters Score -8806131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -8806126.000000 Penalty: 5334.376465
	Iteration 49Q: 3 clusters Score -8806126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8806125.000000 Penalty: 5334.376465
	Iteration 50Q: 3 clusters Score -8806125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8806132.000000 Penalty: 5334.376465
	Iteration 51Q: 3 clusters Score -8806132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8806133.000000 Penalty: 5334.376465
	Iteration 52Q: 3 clusters Score -8806133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8806132.000000 Penalty: 5334.376465
	Iteration 53Q: 3 clusters Score -8806132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8806139.000000 Penalty: 5334.376465
	Iteration 54Q: 3 clusters Score -8806139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8806133.000000 Penalty: 5334.376465
	Iteration 55Q: 3 clusters Score -8806133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -8806139.000000 Penalty: 5334.376465
	Iteration 56Q: 3 clusters Score -8806139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8806144.000000 Penalty: 5334.376465
	Iteration 57Q: 3 clusters Score -8806144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8806144.000000 Penalty: 5334.376465
	Iteration 58F: 3 clusters Score -8806144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Entering Unmasked Estep 
Score: -1283219.625000 Penalty: 2192.858398
	Iteration 0F: 2 clusters Score -1283220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1277528.750000 Penalty: 4385.716797
	Iteration 0F: 3 clusters Score -1277529 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1279001.250000 Penalty: 4385.716797
	Iteration 1F: 3 clusters Score -1279001 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1279262.125000 Penalty: 4385.716797
	Iteration 2F: 3 clusters Score -1279262 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1279478.125000 Penalty: 4385.716797
	Iteration 3F: 3 clusters Score -1279478 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1279647.250000 Penalty: 4385.716797
	Iteration 4Q: 3 clusters Score -1279647 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1279778.625000 Penalty: 4385.716797
	Iteration 5Q: 3 clusters Score -1279779 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1279894.875000 Penalty: 4385.716797
	Iteration 6Q: 3 clusters Score -1279895 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1279989.375000 Penalty: 4385.716797
	Iteration 7Q: 3 clusters Score -1279989 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1280066.000000 Penalty: 4385.716797
	Iteration 8Q: 3 clusters Score -1280066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1280142.500000 Penalty: 4385.716797
	Iteration 9Q: 3 clusters Score -1280142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1280216.125000 Penalty: 4385.716797
	Iteration 10Q: 3 clusters Score -1280216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1280283.000000 Penalty: 4385.716797
	Iteration 11Q: 3 clusters Score -1280283 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1280349.750000 Penalty: 4385.716797
	Iteration 12Q: 3 clusters Score -1280350 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1280406.875000 Penalty: 4385.716797
	Iteration 13Q: 3 clusters Score -1280407 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1280459.250000 Penalty: 4385.716797
	Iteration 14Q: 3 clusters Score -1280459 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1280495.500000 Penalty: 4385.716797
	Iteration 15Q: 3 clusters Score -1280496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1280529.125000 Penalty: 4385.716797
	Iteration 16Q: 3 clusters Score -1280529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1280563.500000 Penalty: 4385.716797
	Iteration 17Q: 3 clusters Score -1280564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1280585.250000 Penalty: 4385.716797
	Iteration 18Q: 3 clusters Score -1280585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1280612.250000 Penalty: 4385.716797
	Iteration 19Q: 3 clusters Score -1280612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1280641.250000 Penalty: 4385.716797
	Iteration 20F: 3 clusters Score -1280641 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1280676.875000 Penalty: 4385.716797
	Iteration 21Q: 3 clusters Score -1280677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1280711.875000 Penalty: 4385.716797
	Iteration 22Q: 3 clusters Score -1280712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1280740.000000 Penalty: 4385.716797
	Iteration 23Q: 3 clusters Score -1280740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1280766.750000 Penalty: 4385.716797
	Iteration 24Q: 3 clusters Score -1280767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1280787.375000 Penalty: 4385.716797
	Iteration 25Q: 3 clusters Score -1280787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1280810.250000 Penalty: 4385.716797
	Iteration 26Q: 3 clusters Score -1280810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1280828.625000 Penalty: 4385.716797
	Iteration 27Q: 3 clusters Score -1280829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1280839.750000 Penalty: 4385.716797
	Iteration 28Q: 3 clusters Score -1280840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1280848.875000 Penalty: 4385.716797
	Iteration 29Q: 3 clusters Score -1280849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1280861.250000 Penalty: 4385.716797
	Iteration 30Q: 3 clusters Score -1280861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1280863.875000 Penalty: 4385.716797
	Iteration 31Q: 3 clusters Score -1280864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1280872.375000 Penalty: 4385.716797
	Iteration 32Q: 3 clusters Score -1280872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1280878.750000 Penalty: 4385.716797
	Iteration 33Q: 3 clusters Score -1280879 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1280887.000000 Penalty: 4385.716797
	Iteration 34Q: 3 clusters Score -1280887 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1280894.125000 Penalty: 4385.716797
	Iteration 35Q: 3 clusters Score -1280894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1280899.375000 Penalty: 4385.716797
	Iteration 36Q: 3 clusters Score -1280899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1280906.125000 Penalty: 4385.716797
	Iteration 37Q: 3 clusters Score -1280906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1280910.500000 Penalty: 4385.716797
	Iteration 38Q: 3 clusters Score -1280910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1280914.875000 Penalty: 4385.716797
	Iteration 39Q: 3 clusters Score -1280915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1280918.000000 Penalty: 4385.716797
	Iteration 40F: 3 clusters Score -1280918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1280921.125000 Penalty: 4385.716797
	Iteration 41Q: 3 clusters Score -1280921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1280924.125000 Penalty: 4385.716797
	Iteration 42Q: 3 clusters Score -1280924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1280926.375000 Penalty: 4385.716797
	Iteration 43Q: 3 clusters Score -1280926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1280935.375000 Penalty: 4385.716797
	Iteration 44Q: 3 clusters Score -1280935 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1280934.500000 Penalty: 4385.716797
	Iteration 45Q: 3 clusters Score -1280934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1280941.875000 Penalty: 4385.716797
	Iteration 46Q: 3 clusters Score -1280942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1280944.625000 Penalty: 4385.716797
	Iteration 47Q: 3 clusters Score -1280945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1280947.625000 Penalty: 4385.716797
	Iteration 48Q: 3 clusters Score -1280948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1280950.500000 Penalty: 4385.716797
	Iteration 49Q: 3 clusters Score -1280950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1280957.000000 Penalty: 4385.716797
	Iteration 50Q: 3 clusters Score -1280957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1280956.375000 Penalty: 4385.716797
	Iteration 51Q: 3 clusters Score -1280956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1280958.875000 Penalty: 4385.716797
	Iteration 52Q: 3 clusters Score -1280959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1280964.000000 Penalty: 4385.716797
	Iteration 53Q: 3 clusters Score -1280964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1280963.750000 Penalty: 4385.716797
	Iteration 54Q: 3 clusters Score -1280964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1280970.500000 Penalty: 4385.716797
	Iteration 55Q: 3 clusters Score -1280970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1280972.375000 Penalty: 4385.716797
	Iteration 56Q: 3 clusters Score -1280972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1280975.125000 Penalty: 4385.716797
	Iteration 57Q: 3 clusters Score -1280975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1280975.000000 Penalty: 4385.716797
	Iteration 58Q: 3 clusters Score -1280975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1280975.375000 Penalty: 4385.716797
	Iteration 59Q: 3 clusters Score -1280975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1280976.375000 Penalty: 4385.716797
	Iteration 60F: 3 clusters Score -1280976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1280978.125000 Penalty: 4385.716797
	Iteration 61Q: 3 clusters Score -1280978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1280979.375000 Penalty: 4385.716797
	Iteration 62Q: 3 clusters Score -1280979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1280980.000000 Penalty: 4385.716797
	Iteration 63Q: 3 clusters Score -1280980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1280982.625000 Penalty: 4385.716797
	Iteration 64Q: 3 clusters Score -1280983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1280983.000000 Penalty: 4385.716797
	Iteration 65Q: 3 clusters Score -1280983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1280981.875000 Penalty: 4385.716797
	Iteration 66Q: 3 clusters Score -1280982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1280985.500000 Penalty: 4385.716797
	Iteration 67Q: 3 clusters Score -1280986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1280988.250000 Penalty: 4385.716797
	Iteration 68Q: 3 clusters Score -1280988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1280987.625000 Penalty: 4385.716797
	Iteration 69Q: 3 clusters Score -1280988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1280987.125000 Penalty: 4385.716797
	Iteration 70Q: 3 clusters Score -1280987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1280988.625000 Penalty: 4385.716797
	Iteration 71Q: 3 clusters Score -1280989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1280991.250000 Penalty: 4385.716797
	Iteration 72Q: 3 clusters Score -1280991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1280991.250000 Penalty: 4385.716797
	Iteration 73Q: 3 clusters Score -1280991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1280994.000000 Penalty: 4385.716797
	Iteration 74Q: 3 clusters Score -1280994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1280994.500000 Penalty: 4385.716797
	Iteration 75Q: 3 clusters Score -1280994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1280996.000000 Penalty: 4385.716797
	Iteration 76Q: 3 clusters Score -1280996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1280996.875000 Penalty: 4385.716797
	Iteration 77Q: 3 clusters Score -1280997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1280996.875000 Penalty: 4385.716797
	Iteration 78F: 3 clusters Score -1280997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -196182.343750 Penalty: 1760.602051
	Iteration 0F: 2 clusters Score -196182.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -194138.906250 Penalty: 3521.204102
	Iteration 0F: 3 clusters Score -194138.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -194642.781250 Penalty: 3521.204102
	Iteration 1F: 3 clusters Score -194642.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -194846.406250 Penalty: 3521.204102
	Iteration 2F: 3 clusters Score -194846.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -194944.343750 Penalty: 3521.204102
	Iteration 3Q: 3 clusters Score -194944.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195018.343750 Penalty: 3521.204102
	Iteration 4Q: 3 clusters Score -195018.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195064.890625 Penalty: 3521.204102
	Iteration 5Q: 3 clusters Score -195064.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195086.390625 Penalty: 3521.204102
	Iteration 6Q: 3 clusters Score -195086.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195100.406250 Penalty: 3521.204102
	Iteration 7Q: 3 clusters Score -195100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195105.453125 Penalty: 3521.204102
	Iteration 8Q: 3 clusters Score -195105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195109.312500 Penalty: 3521.204102
	Iteration 9Q: 3 clusters Score -195109.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195111.765625 Penalty: 3521.204102
	Iteration 10Q: 3 clusters Score -195111.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -195115.687500 Penalty: 3521.204102
	Iteration 11Q: 3 clusters Score -195115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195122.843750 Penalty: 3521.204102
	Iteration 12Q: 3 clusters Score -195122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -195149.203125 Penalty: 3521.204102
	Iteration 13Q: 3 clusters Score -195149.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195194.734375 Penalty: 3521.204102
	Iteration 14Q: 3 clusters Score -195194.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -195247.453125 Penalty: 3521.204102
	Iteration 15Q: 3 clusters Score -195247.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195280.156250 Penalty: 3521.204102
	Iteration 16Q: 3 clusters Score -195280.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -195302.734375 Penalty: 3521.204102
	Iteration 17Q: 3 clusters Score -195302.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195338.546875 Penalty: 3521.204102
	Iteration 18Q: 3 clusters Score -195338.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -195404.031250 Penalty: 3521.204102
	Iteration 19Q: 3 clusters Score -195404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195469.609375 Penalty: 3521.204102
	Iteration 20F: 3 clusters Score -195469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -195510.828125 Penalty: 3521.204102
	Iteration 21Q: 3 clusters Score -195510.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -195548.906250 Penalty: 3521.204102
	Iteration 22Q: 3 clusters Score -195548.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -195584.687500 Penalty: 3521.204102
	Iteration 23Q: 3 clusters Score -195584.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -195618.828125 Penalty: 3521.204102
	Iteration 24Q: 3 clusters Score -195618.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -195660.109375 Penalty: 3521.204102
	Iteration 25Q: 3 clusters Score -195660.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195689.203125 Penalty: 3521.204102
	Iteration 26Q: 3 clusters Score -195689.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -195706.140625 Penalty: 3521.204102
	Iteration 27Q: 3 clusters Score -195706.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -195722.781250 Penalty: 3521.204102
	Iteration 28Q: 3 clusters Score -195722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195756.890625 Penalty: 3521.204102
	Iteration 29Q: 3 clusters Score -195756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195787.843750 Penalty: 3521.204102
	Iteration 30Q: 3 clusters Score -195787.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -195839.593750 Penalty: 3521.204102
	Iteration 31Q: 3 clusters Score -195839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195898.562500 Penalty: 3521.204102
	Iteration 32Q: 3 clusters Score -195898.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -195944.500000 Penalty: 3521.204102
	Iteration 33Q: 3 clusters Score -195944.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196008.921875 Penalty: 3521.204102
	Iteration 34Q: 3 clusters Score -196008.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -196044.421875 Penalty: 3521.204102
	Iteration 35Q: 3 clusters Score -196044.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196063.093750 Penalty: 3521.204102
	Iteration 36Q: 3 clusters Score -196063.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -196088.750000 Penalty: 3521.204102
	Iteration 37Q: 3 clusters Score -196088.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -196118.578125 Penalty: 3521.204102
	Iteration 38Q: 3 clusters Score -196118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196140.578125 Penalty: 3521.204102
	Iteration 39Q: 3 clusters Score -196140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -196156.859375 Penalty: 3521.204102
	Iteration 40F: 3 clusters Score -196156.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196197.187500 Penalty: 3521.204102
	Iteration 41Q: 3 clusters Score -196197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -196226.046875 Penalty: 3521.204102
	Iteration 42Q: 3 clusters Score -196226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -196247.140625 Penalty: 3521.204102
	Iteration 43Q: 3 clusters Score -196247.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196260.781250 Penalty: 3521.204102
	Iteration 44Q: 3 clusters Score -196260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196263.609375 Penalty: 3521.204102
	Iteration 45Q: 3 clusters Score -196263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196265.734375 Penalty: 3521.204102
	Iteration 46Q: 3 clusters Score -196265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196266.062500 Penalty: 3521.204102
	Iteration 47Q: 3 clusters Score -196266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196266.062500 Penalty: 3521.204102
	Iteration 48F: 3 clusters Score -196266.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6638 members 
Mstep: Class 4 contains 38981 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39908 members 
Mstep: Class 10 contains 46854 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 376 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 16924 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 47610 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48042 members 
Mstep: Class 23 contains 27350 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46162 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49482 members 
Mstep: Class 28 contains 2940 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37072 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 50020 members 
Mstep: Class 33 contains 49654 members 
Mstep: Class 34 contains 835 members 
Entering Unmasked Estep 
Score: -137173216.000000 Penalty: 114028.171875
Splitting cluster 12 changes total score from -137174640.000000 to -137173216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (43571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Entering Unmasked Estep 
Score: -8154183.500000 Penalty: 2649.172363
	Iteration 0F: 2 clusters Score -8154184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8125402.000000 Penalty: 5298.344727
	Iteration 0F: 3 clusters Score -8125402 nChanged 20076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8136297.000000 Penalty: 5298.344727
	Iteration 1F: 3 clusters Score -8136297 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8136714.500000 Penalty: 5298.344727
	Iteration 2Q: 3 clusters Score -8136714 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8137132.000000 Penalty: 5298.344727
	Iteration 3Q: 3 clusters Score -8137132 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8137441.000000 Penalty: 5298.344727
	Iteration 4Q: 3 clusters Score -8137441 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -8137965.500000 Penalty: 5298.344727
	Iteration 5Q: 3 clusters Score -8137966 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -8138605.500000 Penalty: 5298.344727
	Iteration 6Q: 3 clusters Score -8138606 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8139531.500000 Penalty: 5298.344727
	Iteration 7Q: 3 clusters Score -8139532 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8140937.000000 Penalty: 5298.344727
	Iteration 8F: 3 clusters Score -8140937 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8142717.000000 Penalty: 5298.344727
	Iteration 9F: 3 clusters Score -8142717 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -8144814.000000 Penalty: 5298.344727
	Iteration 10F: 3 clusters Score -8144814 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -8146940.500000 Penalty: 5298.344727
	Iteration 11F: 3 clusters Score -8146940 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -8148620.500000 Penalty: 5298.344727
	Iteration 12Q: 3 clusters Score -8148620 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8149703.000000 Penalty: 5298.344727
	Iteration 13Q: 3 clusters Score -8149703 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8150456.000000 Penalty: 5298.344727
	Iteration 14Q: 3 clusters Score -8150456 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8150980.500000 Penalty: 5298.344727
	Iteration 15Q: 3 clusters Score -8150980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -8151292.000000 Penalty: 5298.344727
	Iteration 16Q: 3 clusters Score -8151292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8151511.000000 Penalty: 5298.344727
	Iteration 17Q: 3 clusters Score -8151511 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -8151658.000000 Penalty: 5298.344727
	Iteration 18Q: 3 clusters Score -8151658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8151745.500000 Penalty: 5298.344727
	Iteration 19Q: 3 clusters Score -8151746 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -8151808.500000 Penalty: 5298.344727
	Iteration 20F: 3 clusters Score -8151808 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8151868.000000 Penalty: 5298.344727
	Iteration 21Q: 3 clusters Score -8151868 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8151901.500000 Penalty: 5298.344727
	Iteration 22Q: 3 clusters Score -8151902 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -8151935.000000 Penalty: 5298.344727
	Iteration 23Q: 3 clusters Score -8151935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -8151947.000000 Penalty: 5298.344727
	Iteration 24Q: 3 clusters Score -8151947 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -8151982.500000 Penalty: 5298.344727
	Iteration 25Q: 3 clusters Score -8151982 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8151981.500000 Penalty: 5298.344727
	Iteration 26Q: 3 clusters Score -8151982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8152006.500000 Penalty: 5298.344727
	Iteration 27Q: 3 clusters Score -8152006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8152028.000000 Penalty: 5298.344727
	Iteration 28Q: 3 clusters Score -8152028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -8152036.000000 Penalty: 5298.344727
	Iteration 29Q: 3 clusters Score -8152036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -8152052.000000 Penalty: 5298.344727
	Iteration 30Q: 3 clusters Score -8152052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -8152044.500000 Penalty: 5298.344727
	Iteration 31Q: 3 clusters Score -8152044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -8152047.000000 Penalty: 5298.344727
	Iteration 32Q: 3 clusters Score -8152047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -8152062.000000 Penalty: 5298.344727
	Iteration 33Q: 3 clusters Score -8152062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8152056.000000 Penalty: 5298.344727
	Iteration 34Q: 3 clusters Score -8152056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8152074.500000 Penalty: 5298.344727
	Iteration 35Q: 3 clusters Score -8152074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -8152080.000000 Penalty: 5298.344727
	Iteration 36Q: 3 clusters Score -8152080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8152107.000000 Penalty: 5298.344727
	Iteration 37Q: 3 clusters Score -8152107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -8152117.000000 Penalty: 5298.344727
	Iteration 38Q: 3 clusters Score -8152117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -8152122.500000 Penalty: 5298.344727
	Iteration 39Q: 3 clusters Score -8152122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8152134.500000 Penalty: 5298.344727
	Iteration 40F: 3 clusters Score -8152134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8152136.000000 Penalty: 5298.344727
	Iteration 41Q: 3 clusters Score -8152136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8152137.500000 Penalty: 5298.344727
	Iteration 42Q: 3 clusters Score -8152138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8152138.500000 Penalty: 5298.344727
	Iteration 43Q: 3 clusters Score -8152138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8152142.000000 Penalty: 5298.344727
	Iteration 44Q: 3 clusters Score -8152142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8152144.500000 Penalty: 5298.344727
	Iteration 45Q: 3 clusters Score -8152144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8152142.500000 Penalty: 5298.344727
	Iteration 46Q: 3 clusters Score -8152142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8152151.000000 Penalty: 5298.344727
	Iteration 47Q: 3 clusters Score -8152151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8152149.000000 Penalty: 5298.344727
	Iteration 48Q: 3 clusters Score -8152149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -8152146.500000 Penalty: 5298.344727
	Iteration 49Q: 3 clusters Score -8152146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8152155.000000 Penalty: 5298.344727
	Iteration 50Q: 3 clusters Score -8152155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8152155.000000 Penalty: 5298.344727
	Iteration 51Q: 3 clusters Score -8152155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8152155.000000 Penalty: 5298.344727
	Iteration 52F: 3 clusters Score -8152155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Entering Unmasked Estep 
Score: -3065311.250000 Penalty: 2414.649170
	Iteration 0F: 2 clusters Score -3065311 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 8402 members 
Entering Unmasked Estep 
Score: -3053211.000000 Penalty: 4829.298340
	Iteration 0F: 3 clusters Score -3053211 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3057014.750000 Penalty: 4829.298340
	Iteration 1F: 3 clusters Score -3057015 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -3057336.000000 Penalty: 4829.298340
	Iteration 2F: 3 clusters Score -3057336 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3057595.500000 Penalty: 4829.298340
	Iteration 3Q: 3 clusters Score -3057596 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3057778.250000 Penalty: 4829.298340
	Iteration 4Q: 3 clusters Score -3057778 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3057930.750000 Penalty: 4829.298340
	Iteration 5Q: 3 clusters Score -3057931 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -3058066.000000 Penalty: 4829.298340
	Iteration 6Q: 3 clusters Score -3058066 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -3058211.000000 Penalty: 4829.298340
	Iteration 7Q: 3 clusters Score -3058211 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -3058366.500000 Penalty: 4829.298340
	Iteration 8Q: 3 clusters Score -3058366 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3058550.500000 Penalty: 4829.298340
	Iteration 9Q: 3 clusters Score -3058550 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -3058789.000000 Penalty: 4829.298340
	Iteration 10Q: 3 clusters Score -3058789 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3059127.250000 Penalty: 4829.298340
	Iteration 11Q: 3 clusters Score -3059127 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3059557.250000 Penalty: 4829.298340
	Iteration 12Q: 3 clusters Score -3059557 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3060155.750000 Penalty: 4829.298340
	Iteration 13F: 3 clusters Score -3060156 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3060837.250000 Penalty: 4829.298340
	Iteration 14F: 3 clusters Score -3060837 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3061580.750000 Penalty: 4829.298340
	Iteration 15F: 3 clusters Score -3061581 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3062222.500000 Penalty: 4829.298340
	Iteration 16Q: 3 clusters Score -3062222 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3062648.000000 Penalty: 4829.298340
	Iteration 17Q: 3 clusters Score -3062648 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3062870.750000 Penalty: 4829.298340
	Iteration 18Q: 3 clusters Score -3062871 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3063022.000000 Penalty: 4829.298340
	Iteration 19Q: 3 clusters Score -3063022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3063107.250000 Penalty: 4829.298340
	Iteration 20F: 3 clusters Score -3063107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3063150.250000 Penalty: 4829.298340
	Iteration 21Q: 3 clusters Score -3063150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3063174.000000 Penalty: 4829.298340
	Iteration 22Q: 3 clusters Score -3063174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3063185.250000 Penalty: 4829.298340
	Iteration 23Q: 3 clusters Score -3063185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3063204.500000 Penalty: 4829.298340
	Iteration 24Q: 3 clusters Score -3063204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3063223.250000 Penalty: 4829.298340
	Iteration 25Q: 3 clusters Score -3063223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3063244.000000 Penalty: 4829.298340
	Iteration 26Q: 3 clusters Score -3063244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3063252.000000 Penalty: 4829.298340
	Iteration 27Q: 3 clusters Score -3063252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3063264.500000 Penalty: 4829.298340
	Iteration 28Q: 3 clusters Score -3063264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3063265.000000 Penalty: 4829.298340
	Iteration 29Q: 3 clusters Score -3063265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3063265.750000 Penalty: 4829.298340
	Iteration 30Q: 3 clusters Score -3063266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3063265.750000 Penalty: 4829.298340
	Iteration 31F: 3 clusters Score -3063266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97638.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97638.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -96117.078125 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -96117.08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96338.101562 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96338.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96395.664062 Penalty: 3133.313721
	Iteration 2Q: 3 clusters Score -96395.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -96416.156250 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -96416.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96423.640625 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96423.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96427.984375 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96427.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96430.132812 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96430.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -96430.132812 Penalty: 3133.313721
	Iteration 7F: 3 clusters Score -96430.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (19176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Entering Unmasked Estep 
Score: -3542778.250000 Penalty: 2445.630859
	Iteration 0F: 2 clusters Score -3542778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3529315.250000 Penalty: 4891.261719
	Iteration 0F: 3 clusters Score -3529315 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3533590.250000 Penalty: 4891.261719
	Iteration 1F: 3 clusters Score -3533590 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3533871.500000 Penalty: 4891.261719
	Iteration 2F: 3 clusters Score -3533872 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3534060.250000 Penalty: 4891.261719
	Iteration 3Q: 3 clusters Score -3534060 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -3534222.000000 Penalty: 4891.261719
	Iteration 4Q: 3 clusters Score -3534222 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -3534383.000000 Penalty: 4891.261719
	Iteration 5Q: 3 clusters Score -3534383 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -3534515.750000 Penalty: 4891.261719
	Iteration 6Q: 3 clusters Score -3534516 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3534698.250000 Penalty: 4891.261719
	Iteration 7Q: 3 clusters Score -3534698 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3534854.750000 Penalty: 4891.261719
	Iteration 8Q: 3 clusters Score -3534855 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -3535054.250000 Penalty: 4891.261719
	Iteration 9Q: 3 clusters Score -3535054 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3535352.250000 Penalty: 4891.261719
	Iteration 10Q: 3 clusters Score -3535352 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3535683.500000 Penalty: 4891.261719
	Iteration 11Q: 3 clusters Score -3535684 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -3536211.000000 Penalty: 4891.261719
	Iteration 12Q: 3 clusters Score -3536211 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3536955.500000 Penalty: 4891.261719
	Iteration 13F: 3 clusters Score -3536956 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3537877.000000 Penalty: 4891.261719
	Iteration 14F: 3 clusters Score -3537877 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3538884.250000 Penalty: 4891.261719
	Iteration 15F: 3 clusters Score -3538884 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3539676.500000 Penalty: 4891.261719
	Iteration 16Q: 3 clusters Score -3539676 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3540102.750000 Penalty: 4891.261719
	Iteration 17Q: 3 clusters Score -3540103 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3540340.750000 Penalty: 4891.261719
	Iteration 18Q: 3 clusters Score -3540341 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3540489.500000 Penalty: 4891.261719
	Iteration 19Q: 3 clusters Score -3540490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -3540565.000000 Penalty: 4891.261719
	Iteration 20F: 3 clusters Score -3540565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3540591.750000 Penalty: 4891.261719
	Iteration 21Q: 3 clusters Score -3540592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3540612.750000 Penalty: 4891.261719
	Iteration 22Q: 3 clusters Score -3540613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3540621.250000 Penalty: 4891.261719
	Iteration 23Q: 3 clusters Score -3540621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3540632.000000 Penalty: 4891.261719
	Iteration 24Q: 3 clusters Score -3540632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3540650.250000 Penalty: 4891.261719
	Iteration 25Q: 3 clusters Score -3540650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3540655.250000 Penalty: 4891.261719
	Iteration 26Q: 3 clusters Score -3540655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3540662.500000 Penalty: 4891.261719
	Iteration 27Q: 3 clusters Score -3540662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3540667.250000 Penalty: 4891.261719
	Iteration 28Q: 3 clusters Score -3540667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3540669.750000 Penalty: 4891.261719
	Iteration 29Q: 3 clusters Score -3540670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3540670.500000 Penalty: 4891.261719
	Iteration 30Q: 3 clusters Score -3540670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3540670.500000 Penalty: 4891.261719
	Iteration 31F: 3 clusters Score -3540670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Entering Unmasked Estep 
Score: -4684982.000000 Penalty: 2511.424316
	Iteration 0F: 2 clusters Score -4684982 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 12560 members 
Entering Unmasked Estep 
Score: -4667707.500000 Penalty: 5022.848633
	Iteration 0F: 3 clusters Score -4667708 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -4673527.000000 Penalty: 5022.848633
	Iteration 1F: 3 clusters Score -4673527 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4673863.000000 Penalty: 5022.848633
	Iteration 2Q: 3 clusters Score -4673863 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -4674171.000000 Penalty: 5022.848633
	Iteration 3Q: 3 clusters Score -4674171 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4674442.500000 Penalty: 5022.848633
	Iteration 4Q: 3 clusters Score -4674442 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -4674707.500000 Penalty: 5022.848633
	Iteration 5Q: 3 clusters Score -4674708 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -4674930.500000 Penalty: 5022.848633
	Iteration 6Q: 3 clusters Score -4674930 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -4675180.500000 Penalty: 5022.848633
	Iteration 7Q: 3 clusters Score -4675180 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4675465.500000 Penalty: 5022.848633
	Iteration 8Q: 3 clusters Score -4675466 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4675863.000000 Penalty: 5022.848633
	Iteration 9Q: 3 clusters Score -4675863 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -4676461.500000 Penalty: 5022.848633
	Iteration 10Q: 3 clusters Score -4676462 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4677290.000000 Penalty: 5022.848633
	Iteration 11F: 3 clusters Score -4677290 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4678294.000000 Penalty: 5022.848633
	Iteration 12F: 3 clusters Score -4678294 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -4679389.500000 Penalty: 5022.848633
	Iteration 13F: 3 clusters Score -4679390 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4680385.500000 Penalty: 5022.848633
	Iteration 14F: 3 clusters Score -4680386 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -4681152.000000 Penalty: 5022.848633
	Iteration 15Q: 3 clusters Score -4681152 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4681731.000000 Penalty: 5022.848633
	Iteration 16Q: 3 clusters Score -4681731 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -4682136.500000 Penalty: 5022.848633
	Iteration 17Q: 3 clusters Score -4682136 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -4682380.000000 Penalty: 5022.848633
	Iteration 18Q: 3 clusters Score -4682380 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -4682534.000000 Penalty: 5022.848633
	Iteration 19Q: 3 clusters Score -4682534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -4682610.000000 Penalty: 5022.848633
	Iteration 20F: 3 clusters Score -4682610 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4682644.000000 Penalty: 5022.848633
	Iteration 21Q: 3 clusters Score -4682644 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4682674.000000 Penalty: 5022.848633
	Iteration 22Q: 3 clusters Score -4682674 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4682696.500000 Penalty: 5022.848633
	Iteration 23Q: 3 clusters Score -4682696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -4682722.500000 Penalty: 5022.848633
	Iteration 24Q: 3 clusters Score -4682722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -4682751.500000 Penalty: 5022.848633
	Iteration 25Q: 3 clusters Score -4682752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4682769.500000 Penalty: 5022.848633
	Iteration 26Q: 3 clusters Score -4682770 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4682790.000000 Penalty: 5022.848633
	Iteration 27Q: 3 clusters Score -4682790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -4682794.500000 Penalty: 5022.848633
	Iteration 28Q: 3 clusters Score -4682794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4682810.000000 Penalty: 5022.848633
	Iteration 29Q: 3 clusters Score -4682810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -4682817.500000 Penalty: 5022.848633
	Iteration 30Q: 3 clusters Score -4682818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -4682823.000000 Penalty: 5022.848633
	Iteration 31Q: 3 clusters Score -4682823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4682832.500000 Penalty: 5022.848633
	Iteration 32Q: 3 clusters Score -4682832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4682843.500000 Penalty: 5022.848633
	Iteration 33Q: 3 clusters Score -4682844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -4682850.500000 Penalty: 5022.848633
	Iteration 34Q: 3 clusters Score -4682850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4682856.000000 Penalty: 5022.848633
	Iteration 35Q: 3 clusters Score -4682856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -4682857.500000 Penalty: 5022.848633
	Iteration 36Q: 3 clusters Score -4682858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -4682862.500000 Penalty: 5022.848633
	Iteration 37Q: 3 clusters Score -4682862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -4682874.000000 Penalty: 5022.848633
	Iteration 38Q: 3 clusters Score -4682874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4682876.000000 Penalty: 5022.848633
	Iteration 39Q: 3 clusters Score -4682876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -4682872.000000 Penalty: 5022.848633
	Iteration 40F: 3 clusters Score -4682872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4682873.000000 Penalty: 5022.848633
	Iteration 41Q: 3 clusters Score -4682873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4682876.000000 Penalty: 5022.848633
	Iteration 42Q: 3 clusters Score -4682876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4682876.000000 Penalty: 5022.848633
	Iteration 43F: 3 clusters Score -4682876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Entering Unmasked Estep 
Score: -8979236.000000 Penalty: 2671.157715
	Iteration 0F: 2 clusters Score -8979236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8948892.000000 Penalty: 5342.315430
	Iteration 0F: 3 clusters Score -8948892 nChanged 21954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -8961150.000000 Penalty: 5342.315430
	Iteration 1F: 3 clusters Score -8961150 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8962120.000000 Penalty: 5342.315430
	Iteration 2F: 3 clusters Score -8962120 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -8963281.000000 Penalty: 5342.315430
	Iteration 3F: 3 clusters Score -8963281 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -8965019.000000 Penalty: 5342.315430
	Iteration 4F: 3 clusters Score -8965019 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -8967337.000000 Penalty: 5342.315430
	Iteration 5F: 3 clusters Score -8967337 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -8969956.000000 Penalty: 5342.315430
	Iteration 6F: 3 clusters Score -8969956 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -8972749.000000 Penalty: 5342.315430
	Iteration 7F: 3 clusters Score -8972749 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8974981.000000 Penalty: 5342.315430
	Iteration 8Q: 3 clusters Score -8974981 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -8976156.000000 Penalty: 5342.315430
	Iteration 9Q: 3 clusters Score -8976156 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -8976619.000000 Penalty: 5342.315430
	Iteration 10Q: 3 clusters Score -8976619 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -8976935.000000 Penalty: 5342.315430
	Iteration 11Q: 3 clusters Score -8976935 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 36706 members 
Entering Unmasked Estep 
Score: -8977084.000000 Penalty: 5342.315430
	Iteration 12Q: 3 clusters Score -8977084 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -8977172.000000 Penalty: 5342.315430
	Iteration 13Q: 3 clusters Score -8977172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -8977260.000000 Penalty: 5342.315430
	Iteration 14Q: 3 clusters Score -8977260 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -8977339.000000 Penalty: 5342.315430
	Iteration 15Q: 3 clusters Score -8977339 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -8977359.000000 Penalty: 5342.315430
	Iteration 16Q: 3 clusters Score -8977359 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -8977389.000000 Penalty: 5342.315430
	Iteration 17Q: 3 clusters Score -8977389 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -8977429.000000 Penalty: 5342.315430
	Iteration 18Q: 3 clusters Score -8977429 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -8977454.000000 Penalty: 5342.315430
	Iteration 19Q: 3 clusters Score -8977454 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -8977461.000000 Penalty: 5342.315430
	Iteration 20F: 3 clusters Score -8977461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -8977482.000000 Penalty: 5342.315430
	Iteration 21Q: 3 clusters Score -8977482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8977485.000000 Penalty: 5342.315430
	Iteration 22Q: 3 clusters Score -8977485 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -8977490.000000 Penalty: 5342.315430
	Iteration 23Q: 3 clusters Score -8977490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -8977519.000000 Penalty: 5342.315430
	Iteration 24Q: 3 clusters Score -8977519 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -8977518.000000 Penalty: 5342.315430
	Iteration 25Q: 3 clusters Score -8977518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8977535.000000 Penalty: 5342.315430
	Iteration 26Q: 3 clusters Score -8977535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -8977561.000000 Penalty: 5342.315430
	Iteration 27Q: 3 clusters Score -8977561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -8977572.000000 Penalty: 5342.315430
	Iteration 28Q: 3 clusters Score -8977572 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -8977576.000000 Penalty: 5342.315430
	Iteration 29Q: 3 clusters Score -8977576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8977569.000000 Penalty: 5342.315430
	Iteration 30Q: 3 clusters Score -8977569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -8977583.000000 Penalty: 5342.315430
	Iteration 31Q: 3 clusters Score -8977583 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8977594.000000 Penalty: 5342.315430
	Iteration 32Q: 3 clusters Score -8977594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -8977601.000000 Penalty: 5342.315430
	Iteration 33Q: 3 clusters Score -8977601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -8977600.000000 Penalty: 5342.315430
	Iteration 34Q: 3 clusters Score -8977600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8977603.000000 Penalty: 5342.315430
	Iteration 35Q: 3 clusters Score -8977603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8977612.000000 Penalty: 5342.315430
	Iteration 36Q: 3 clusters Score -8977612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8977621.000000 Penalty: 5342.315430
	Iteration 37Q: 3 clusters Score -8977621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -8977625.000000 Penalty: 5342.315430
	Iteration 38Q: 3 clusters Score -8977625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -8977616.000000 Penalty: 5342.315430
	Iteration 39Q: 3 clusters Score -8977616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8977607.000000 Penalty: 5342.315430
	Iteration 40F: 3 clusters Score -8977607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8977604.000000 Penalty: 5342.315430
	Iteration 41Q: 3 clusters Score -8977604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8977601.000000 Penalty: 5342.315430
	Iteration 42Q: 3 clusters Score -8977601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -8977602.000000 Penalty: 5342.315430
	Iteration 43Q: 3 clusters Score -8977602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -8977605.000000 Penalty: 5342.315430
	Iteration 44Q: 3 clusters Score -8977605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -8977603.000000 Penalty: 5342.315430
	Iteration 45Q: 3 clusters Score -8977603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -8977614.000000 Penalty: 5342.315430
	Iteration 46Q: 3 clusters Score -8977614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -8977614.000000 Penalty: 5342.315430
	Iteration 47Q: 3 clusters Score -8977614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -8977619.000000 Penalty: 5342.315430
	Iteration 48Q: 3 clusters Score -8977619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8977622.000000 Penalty: 5342.315430
	Iteration 49Q: 3 clusters Score -8977622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -8977619.000000 Penalty: 5342.315430
	Iteration 50Q: 3 clusters Score -8977619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8977613.000000 Penalty: 5342.315430
	Iteration 51Q: 3 clusters Score -8977613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8977618.000000 Penalty: 5342.315430
	Iteration 52Q: 3 clusters Score -8977618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -8977623.000000 Penalty: 5342.315430
	Iteration 53Q: 3 clusters Score -8977623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -8977628.000000 Penalty: 5342.315430
	Iteration 54Q: 3 clusters Score -8977628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -8977625.000000 Penalty: 5342.315430
	Iteration 55Q: 3 clusters Score -8977625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -8977629.000000 Penalty: 5342.315430
	Iteration 56Q: 3 clusters Score -8977629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -8977627.000000 Penalty: 5342.315430
	Iteration 57Q: 3 clusters Score -8977627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8977619.000000 Penalty: 5342.315430
	Iteration 58Q: 3 clusters Score -8977619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -8977627.000000 Penalty: 5342.315430
	Iteration 59Q: 3 clusters Score -8977627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8977626.000000 Penalty: 5342.315430
	Iteration 60F: 3 clusters Score -8977626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -8977635.000000 Penalty: 5342.315430
	Iteration 61Q: 3 clusters Score -8977635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8977632.000000 Penalty: 5342.315430
	Iteration 62Q: 3 clusters Score -8977632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -8977635.000000 Penalty: 5342.315430
	Iteration 63Q: 3 clusters Score -8977635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8977636.000000 Penalty: 5342.315430
	Iteration 64Q: 3 clusters Score -8977636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -8977636.000000 Penalty: 5342.315430
	Iteration 65Q: 3 clusters Score -8977636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -8977637.000000 Penalty: 5342.315430
	Iteration 66Q: 3 clusters Score -8977637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -8977635.000000 Penalty: 5342.315430
	Iteration 67Q: 3 clusters Score -8977635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8977632.000000 Penalty: 5342.315430
	Iteration 68Q: 3 clusters Score -8977632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8977632.000000 Penalty: 5342.315430
	Iteration 69F: 3 clusters Score -8977632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Entering Unmasked Estep 
Score: -4539444.500000 Penalty: 2505.145996
	Iteration 0F: 2 clusters Score -4539444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -4522693.500000 Penalty: 5010.291992
	Iteration 0F: 3 clusters Score -4522694 nChanged 10747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4528262.500000 Penalty: 5010.291992
	Iteration 1F: 3 clusters Score -4528262 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -4528632.000000 Penalty: 5010.291992
	Iteration 2Q: 3 clusters Score -4528632 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4528910.000000 Penalty: 5010.291992
	Iteration 3Q: 3 clusters Score -4528910 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4529156.000000 Penalty: 5010.291992
	Iteration 4Q: 3 clusters Score -4529156 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4529360.500000 Penalty: 5010.291992
	Iteration 5Q: 3 clusters Score -4529360 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -4529587.000000 Penalty: 5010.291992
	Iteration 6Q: 3 clusters Score -4529587 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4529846.500000 Penalty: 5010.291992
	Iteration 7Q: 3 clusters Score -4529846 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -4530171.500000 Penalty: 5010.291992
	Iteration 8Q: 3 clusters Score -4530172 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4530581.000000 Penalty: 5010.291992
	Iteration 9Q: 3 clusters Score -4530581 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4531068.500000 Penalty: 5010.291992
	Iteration 10Q: 3 clusters Score -4531068 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4531704.500000 Penalty: 5010.291992
	Iteration 11Q: 3 clusters Score -4531704 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -4532541.500000 Penalty: 5010.291992
	Iteration 12F: 3 clusters Score -4532542 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -4533452.500000 Penalty: 5010.291992
	Iteration 13F: 3 clusters Score -4533452 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4534278.500000 Penalty: 5010.291992
	Iteration 14Q: 3 clusters Score -4534278 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -4535017.000000 Penalty: 5010.291992
	Iteration 15Q: 3 clusters Score -4535017 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -4535610.500000 Penalty: 5010.291992
	Iteration 16Q: 3 clusters Score -4535610 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4536086.000000 Penalty: 5010.291992
	Iteration 17Q: 3 clusters Score -4536086 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -4536408.500000 Penalty: 5010.291992
	Iteration 18Q: 3 clusters Score -4536408 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4536683.000000 Penalty: 5010.291992
	Iteration 19Q: 3 clusters Score -4536683 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4536864.000000 Penalty: 5010.291992
	Iteration 20F: 3 clusters Score -4536864 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4536987.500000 Penalty: 5010.291992
	Iteration 21Q: 3 clusters Score -4536988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4537052.000000 Penalty: 5010.291992
	Iteration 22Q: 3 clusters Score -4537052 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4537117.000000 Penalty: 5010.291992
	Iteration 23Q: 3 clusters Score -4537117 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4537156.500000 Penalty: 5010.291992
	Iteration 24Q: 3 clusters Score -4537156 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4537196.000000 Penalty: 5010.291992
	Iteration 25Q: 3 clusters Score -4537196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4537225.500000 Penalty: 5010.291992
	Iteration 26Q: 3 clusters Score -4537226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4537228.500000 Penalty: 5010.291992
	Iteration 27Q: 3 clusters Score -4537228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4537228.000000 Penalty: 5010.291992
	Iteration 28Q: 3 clusters Score -4537228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4537233.000000 Penalty: 5010.291992
	Iteration 29Q: 3 clusters Score -4537233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4537235.500000 Penalty: 5010.291992
	Iteration 30Q: 3 clusters Score -4537236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4537245.500000 Penalty: 5010.291992
	Iteration 31Q: 3 clusters Score -4537246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4537249.500000 Penalty: 5010.291992
	Iteration 32Q: 3 clusters Score -4537250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4537255.000000 Penalty: 5010.291992
	Iteration 33Q: 3 clusters Score -4537255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4537255.000000 Penalty: 5010.291992
	Iteration 34Q: 3 clusters Score -4537255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4537260.000000 Penalty: 5010.291992
	Iteration 35Q: 3 clusters Score -4537260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4537259.500000 Penalty: 5010.291992
	Iteration 36Q: 3 clusters Score -4537260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4537263.000000 Penalty: 5010.291992
	Iteration 37Q: 3 clusters Score -4537263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4537264.000000 Penalty: 5010.291992
	Iteration 38Q: 3 clusters Score -4537264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4537259.500000 Penalty: 5010.291992
	Iteration 39Q: 3 clusters Score -4537260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4537262.000000 Penalty: 5010.291992
	Iteration 40F: 3 clusters Score -4537262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4537259.500000 Penalty: 5010.291992
	Iteration 41Q: 3 clusters Score -4537260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4537262.000000 Penalty: 5010.291992
	Iteration 42Q: 3 clusters Score -4537262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4537261.500000 Penalty: 5010.291992
	Iteration 43Q: 3 clusters Score -4537262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4537262.500000 Penalty: 5010.291992
	Iteration 44Q: 3 clusters Score -4537262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4537262.000000 Penalty: 5010.291992
	Iteration 45Q: 3 clusters Score -4537262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4537266.000000 Penalty: 5010.291992
	Iteration 46Q: 3 clusters Score -4537266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4537266.000000 Penalty: 5010.291992
	Iteration 47F: 3 clusters Score -4537266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Entering Unmasked Estep 
Score: -7442787.000000 Penalty: 2626.497803
	Iteration 0F: 2 clusters Score -7442787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7415940.000000 Penalty: 5252.995605
	Iteration 0F: 3 clusters Score -7415940 nChanged 18266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7426519.500000 Penalty: 5252.995605
	Iteration 1F: 3 clusters Score -7426520 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7427533.000000 Penalty: 5252.995605
	Iteration 2F: 3 clusters Score -7427533 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -7428835.500000 Penalty: 5252.995605
	Iteration 3F: 3 clusters Score -7428836 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -7430491.500000 Penalty: 5252.995605
	Iteration 4F: 3 clusters Score -7430492 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -7432677.500000 Penalty: 5252.995605
	Iteration 5F: 3 clusters Score -7432678 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -7435125.000000 Penalty: 5252.995605
	Iteration 6F: 3 clusters Score -7435125 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -7437410.000000 Penalty: 5252.995605
	Iteration 7F: 3 clusters Score -7437410 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -7438778.000000 Penalty: 5252.995605
	Iteration 8Q: 3 clusters Score -7438778 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -7439269.000000 Penalty: 5252.995605
	Iteration 9Q: 3 clusters Score -7439269 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -7439532.500000 Penalty: 5252.995605
	Iteration 10Q: 3 clusters Score -7439532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7439663.500000 Penalty: 5252.995605
	Iteration 11Q: 3 clusters Score -7439664 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -7439745.000000 Penalty: 5252.995605
	Iteration 12Q: 3 clusters Score -7439745 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -7439829.000000 Penalty: 5252.995605
	Iteration 13Q: 3 clusters Score -7439829 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -7439908.500000 Penalty: 5252.995605
	Iteration 14Q: 3 clusters Score -7439908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -7439948.000000 Penalty: 5252.995605
	Iteration 15Q: 3 clusters Score -7439948 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -7440018.000000 Penalty: 5252.995605
	Iteration 16Q: 3 clusters Score -7440018 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -7440067.500000 Penalty: 5252.995605
	Iteration 17Q: 3 clusters Score -7440068 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7440102.500000 Penalty: 5252.995605
	Iteration 18Q: 3 clusters Score -7440102 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7440137.000000 Penalty: 5252.995605
	Iteration 19Q: 3 clusters Score -7440137 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -7440175.500000 Penalty: 5252.995605
	Iteration 20F: 3 clusters Score -7440176 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -7440233.500000 Penalty: 5252.995605
	Iteration 21Q: 3 clusters Score -7440234 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -7440268.500000 Penalty: 5252.995605
	Iteration 22Q: 3 clusters Score -7440268 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -7440295.000000 Penalty: 5252.995605
	Iteration 23Q: 3 clusters Score -7440295 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -7440323.000000 Penalty: 5252.995605
	Iteration 24Q: 3 clusters Score -7440323 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -7440400.500000 Penalty: 5252.995605
	Iteration 25Q: 3 clusters Score -7440400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7440448.000000 Penalty: 5252.995605
	Iteration 26Q: 3 clusters Score -7440448 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -7440470.000000 Penalty: 5252.995605
	Iteration 27Q: 3 clusters Score -7440470 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7440489.500000 Penalty: 5252.995605
	Iteration 28Q: 3 clusters Score -7440490 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -7440533.000000 Penalty: 5252.995605
	Iteration 29Q: 3 clusters Score -7440533 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7440561.500000 Penalty: 5252.995605
	Iteration 30Q: 3 clusters Score -7440562 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -7440577.500000 Penalty: 5252.995605
	Iteration 31Q: 3 clusters Score -7440578 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -7440615.000000 Penalty: 5252.995605
	Iteration 32Q: 3 clusters Score -7440615 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -7440618.500000 Penalty: 5252.995605
	Iteration 33Q: 3 clusters Score -7440618 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -7440662.000000 Penalty: 5252.995605
	Iteration 34Q: 3 clusters Score -7440662 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -7440688.000000 Penalty: 5252.995605
	Iteration 35Q: 3 clusters Score -7440688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -7440711.000000 Penalty: 5252.995605
	Iteration 36Q: 3 clusters Score -7440711 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -7440722.000000 Penalty: 5252.995605
	Iteration 37Q: 3 clusters Score -7440722 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7440751.500000 Penalty: 5252.995605
	Iteration 38Q: 3 clusters Score -7440752 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -7440786.500000 Penalty: 5252.995605
	Iteration 39Q: 3 clusters Score -7440786 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -7440793.000000 Penalty: 5252.995605
	Iteration 40F: 3 clusters Score -7440793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -7440810.500000 Penalty: 5252.995605
	Iteration 41Q: 3 clusters Score -7440810 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -7440818.500000 Penalty: 5252.995605
	Iteration 42Q: 3 clusters Score -7440818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7440867.000000 Penalty: 5252.995605
	Iteration 43Q: 3 clusters Score -7440867 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -7440872.000000 Penalty: 5252.995605
	Iteration 44Q: 3 clusters Score -7440872 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -7440895.000000 Penalty: 5252.995605
	Iteration 45Q: 3 clusters Score -7440895 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -7440921.500000 Penalty: 5252.995605
	Iteration 46Q: 3 clusters Score -7440922 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7440939.500000 Penalty: 5252.995605
	Iteration 47Q: 3 clusters Score -7440940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -7440972.500000 Penalty: 5252.995605
	Iteration 48Q: 3 clusters Score -7440972 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -7440990.000000 Penalty: 5252.995605
	Iteration 49Q: 3 clusters Score -7440990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7440990.500000 Penalty: 5252.995605
	Iteration 50Q: 3 clusters Score -7440990 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -7441017.500000 Penalty: 5252.995605
	Iteration 51Q: 3 clusters Score -7441018 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -7441013.000000 Penalty: 5252.995605
	Iteration 52Q: 3 clusters Score -7441013 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7441009.000000 Penalty: 5252.995605
	Iteration 53Q: 3 clusters Score -7441009 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 34820 members 
Entering Unmasked Estep 
Score: -7441027.000000 Penalty: 5252.995605
	Iteration 54Q: 3 clusters Score -7441027 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -7441052.500000 Penalty: 5252.995605
	Iteration 55Q: 3 clusters Score -7441052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -7441059.000000 Penalty: 5252.995605
	Iteration 56Q: 3 clusters Score -7441059 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -7441096.500000 Penalty: 5252.995605
	Iteration 57Q: 3 clusters Score -7441096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7441105.500000 Penalty: 5252.995605
	Iteration 58Q: 3 clusters Score -7441106 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -7441113.000000 Penalty: 5252.995605
	Iteration 59Q: 3 clusters Score -7441113 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -7441122.500000 Penalty: 5252.995605
	Iteration 60F: 3 clusters Score -7441122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -7441125.000000 Penalty: 5252.995605
	Iteration 61Q: 3 clusters Score -7441125 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -7441135.500000 Penalty: 5252.995605
	Iteration 62Q: 3 clusters Score -7441136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -7441142.500000 Penalty: 5252.995605
	Iteration 63Q: 3 clusters Score -7441142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -7441152.000000 Penalty: 5252.995605
	Iteration 64Q: 3 clusters Score -7441152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -7441167.000000 Penalty: 5252.995605
	Iteration 65Q: 3 clusters Score -7441167 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -7441174.500000 Penalty: 5252.995605
	Iteration 66Q: 3 clusters Score -7441174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -7441183.500000 Penalty: 5252.995605
	Iteration 67Q: 3 clusters Score -7441184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -7441180.500000 Penalty: 5252.995605
	Iteration 68Q: 3 clusters Score -7441180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7441175.000000 Penalty: 5252.995605
	Iteration 69Q: 3 clusters Score -7441175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -7441185.500000 Penalty: 5252.995605
	Iteration 70Q: 3 clusters Score -7441186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -7441177.000000 Penalty: 5252.995605
	Iteration 71Q: 3 clusters Score -7441177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7441182.500000 Penalty: 5252.995605
	Iteration 72Q: 3 clusters Score -7441182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -7441178.500000 Penalty: 5252.995605
	Iteration 73Q: 3 clusters Score -7441178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -7441190.000000 Penalty: 5252.995605
	Iteration 74Q: 3 clusters Score -7441190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -7441179.000000 Penalty: 5252.995605
	Iteration 75Q: 3 clusters Score -7441179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7441199.000000 Penalty: 5252.995605
	Iteration 76Q: 3 clusters Score -7441199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -7441190.000000 Penalty: 5252.995605
	Iteration 77Q: 3 clusters Score -7441190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -7441187.000000 Penalty: 5252.995605
	Iteration 78Q: 3 clusters Score -7441187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -7441191.500000 Penalty: 5252.995605
	Iteration 79Q: 3 clusters Score -7441192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -7441194.500000 Penalty: 5252.995605
	Iteration 80F: 3 clusters Score -7441194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -7441203.000000 Penalty: 5252.995605
	Iteration 81Q: 3 clusters Score -7441203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -7441192.500000 Penalty: 5252.995605
	Iteration 82Q: 3 clusters Score -7441192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7441199.500000 Penalty: 5252.995605
	Iteration 83Q: 3 clusters Score -7441200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7441199.500000 Penalty: 5252.995605
	Iteration 84Q: 3 clusters Score -7441200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7441201.000000 Penalty: 5252.995605
	Iteration 85Q: 3 clusters Score -7441201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -7441204.000000 Penalty: 5252.995605
	Iteration 86Q: 3 clusters Score -7441204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -7441200.500000 Penalty: 5252.995605
	Iteration 87Q: 3 clusters Score -7441200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -7441202.500000 Penalty: 5252.995605
	Iteration 88Q: 3 clusters Score -7441202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -7441209.500000 Penalty: 5252.995605
	Iteration 89Q: 3 clusters Score -7441210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -7441209.500000 Penalty: 5252.995605
	Iteration 90Q: 3 clusters Score -7441210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -7441210.000000 Penalty: 5252.995605
	Iteration 91Q: 3 clusters Score -7441210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -7441207.000000 Penalty: 5252.995605
	Iteration 92Q: 3 clusters Score -7441207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7441201.000000 Penalty: 5252.995605
	Iteration 93Q: 3 clusters Score -7441201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -7441200.000000 Penalty: 5252.995605
	Iteration 94Q: 3 clusters Score -7441200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -7441201.000000 Penalty: 5252.995605
	Iteration 95Q: 3 clusters Score -7441201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -7441216.000000 Penalty: 5252.995605
	Iteration 96Q: 3 clusters Score -7441216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7441214.000000 Penalty: 5252.995605
	Iteration 97Q: 3 clusters Score -7441214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -7441214.000000 Penalty: 5252.995605
	Iteration 98F: 3 clusters Score -7441214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Entering Unmasked Estep 
Score: -98700.109375 Penalty: 1569.770752
	Iteration 0F: 2 clusters Score -98700.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -97096.000000 Penalty: 3139.541504
	Iteration 0F: 3 clusters Score -97096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97288.609375 Penalty: 3139.541504
	Iteration 1F: 3 clusters Score -97288.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97356.289062 Penalty: 3139.541504
	Iteration 2Q: 3 clusters Score -97356.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97385.054688 Penalty: 3139.541504
	Iteration 3Q: 3 clusters Score -97385.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97422.093750 Penalty: 3139.541504
	Iteration 4Q: 3 clusters Score -97422.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97494.851562 Penalty: 3139.541504
	Iteration 5Q: 3 clusters Score -97494.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97553.570312 Penalty: 3139.541504
	Iteration 6Q: 3 clusters Score -97553.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97574.015625 Penalty: 3139.541504
	Iteration 7Q: 3 clusters Score -97574.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97589.476562 Penalty: 3139.541504
	Iteration 8Q: 3 clusters Score -97589.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97592.312500 Penalty: 3139.541504
	Iteration 9Q: 3 clusters Score -97592.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97593.710938 Penalty: 3139.541504
	Iteration 10Q: 3 clusters Score -97593.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -97593.710938 Penalty: 3139.541504
	Iteration 11F: 3 clusters Score -97593.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Entering Unmasked Estep 
Score: -9050314.000000 Penalty: 2673.397949
	Iteration 0F: 2 clusters Score -9050314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -9019825.000000 Penalty: 5346.795898
	Iteration 0F: 3 clusters Score -9019825 nChanged 22293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -9032510.000000 Penalty: 5346.795898
	Iteration 1F: 3 clusters Score -9032510 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -9033215.000000 Penalty: 5346.795898
	Iteration 2Q: 3 clusters Score -9033215 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -9033913.000000 Penalty: 5346.795898
	Iteration 3Q: 3 clusters Score -9033913 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -9034728.000000 Penalty: 5346.795898
	Iteration 4Q: 3 clusters Score -9034728 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -9035864.000000 Penalty: 5346.795898
	Iteration 5Q: 3 clusters Score -9035864 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -9037520.000000 Penalty: 5346.795898
	Iteration 6F: 3 clusters Score -9037520 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -9039534.000000 Penalty: 5346.795898
	Iteration 7F: 3 clusters Score -9039534 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -9041316.000000 Penalty: 5346.795898
	Iteration 8F: 3 clusters Score -9041316 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9042341.000000 Penalty: 5346.795898
	Iteration 9Q: 3 clusters Score -9042341 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -9042814.000000 Penalty: 5346.795898
	Iteration 10Q: 3 clusters Score -9042814 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9043139.000000 Penalty: 5346.795898
	Iteration 11Q: 3 clusters Score -9043139 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -9043455.000000 Penalty: 5346.795898
	Iteration 12Q: 3 clusters Score -9043455 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -9043862.000000 Penalty: 5346.795898
	Iteration 13Q: 3 clusters Score -9043862 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -9044304.000000 Penalty: 5346.795898
	Iteration 14Q: 3 clusters Score -9044304 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -9044696.000000 Penalty: 5346.795898
	Iteration 15Q: 3 clusters Score -9044696 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -9045180.000000 Penalty: 5346.795898
	Iteration 16Q: 3 clusters Score -9045180 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -9045737.000000 Penalty: 5346.795898
	Iteration 17Q: 3 clusters Score -9045737 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -9046203.000000 Penalty: 5346.795898
	Iteration 18Q: 3 clusters Score -9046203 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9046519.000000 Penalty: 5346.795898
	Iteration 19Q: 3 clusters Score -9046519 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9046822.000000 Penalty: 5346.795898
	Iteration 20F: 3 clusters Score -9046822 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9047042.000000 Penalty: 5346.795898
	Iteration 21Q: 3 clusters Score -9047042 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -9047181.000000 Penalty: 5346.795898
	Iteration 22Q: 3 clusters Score -9047181 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -9047322.000000 Penalty: 5346.795898
	Iteration 23Q: 3 clusters Score -9047322 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -9047404.000000 Penalty: 5346.795898
	Iteration 24Q: 3 clusters Score -9047404 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -9047434.000000 Penalty: 5346.795898
	Iteration 25Q: 3 clusters Score -9047434 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -9047480.000000 Penalty: 5346.795898
	Iteration 26Q: 3 clusters Score -9047480 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -9047496.000000 Penalty: 5346.795898
	Iteration 27Q: 3 clusters Score -9047496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -9047531.000000 Penalty: 5346.795898
	Iteration 28Q: 3 clusters Score -9047531 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -9047568.000000 Penalty: 5346.795898
	Iteration 29Q: 3 clusters Score -9047568 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9047589.000000 Penalty: 5346.795898
	Iteration 30Q: 3 clusters Score -9047589 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -9047601.000000 Penalty: 5346.795898
	Iteration 31Q: 3 clusters Score -9047601 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9047618.000000 Penalty: 5346.795898
	Iteration 32Q: 3 clusters Score -9047618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9047624.000000 Penalty: 5346.795898
	Iteration 33Q: 3 clusters Score -9047624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -9047616.000000 Penalty: 5346.795898
	Iteration 34Q: 3 clusters Score -9047616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -9047609.000000 Penalty: 5346.795898
	Iteration 35Q: 3 clusters Score -9047609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -9047621.000000 Penalty: 5346.795898
	Iteration 36Q: 3 clusters Score -9047621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -9047615.000000 Penalty: 5346.795898
	Iteration 37Q: 3 clusters Score -9047615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 5346.795898
	Iteration 38Q: 3 clusters Score -9047628 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -9047622.000000 Penalty: 5346.795898
	Iteration 39Q: 3 clusters Score -9047622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9047621.000000 Penalty: 5346.795898
	Iteration 40F: 3 clusters Score -9047621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -9047622.000000 Penalty: 5346.795898
	Iteration 41Q: 3 clusters Score -9047622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9047613.000000 Penalty: 5346.795898
	Iteration 42Q: 3 clusters Score -9047613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -9047620.000000 Penalty: 5346.795898
	Iteration 43Q: 3 clusters Score -9047620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9047633.000000 Penalty: 5346.795898
	Iteration 44Q: 3 clusters Score -9047633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -9047636.000000 Penalty: 5346.795898
	Iteration 45Q: 3 clusters Score -9047636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -9047646.000000 Penalty: 5346.795898
	Iteration 46Q: 3 clusters Score -9047646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -9047617.000000 Penalty: 5346.795898
	Iteration 47Q: 3 clusters Score -9047617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -9047632.000000 Penalty: 5346.795898
	Iteration 48Q: 3 clusters Score -9047632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9047627.000000 Penalty: 5346.795898
	Iteration 49Q: 3 clusters Score -9047627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -9047624.000000 Penalty: 5346.795898
	Iteration 50Q: 3 clusters Score -9047624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -9047625.000000 Penalty: 5346.795898
	Iteration 51Q: 3 clusters Score -9047625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 5346.795898
	Iteration 52Q: 3 clusters Score -9047628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 5346.795898
	Iteration 53Q: 3 clusters Score -9047628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9047596.000000 Penalty: 5346.795898
	Iteration 54Q: 3 clusters Score -9047596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9047606.000000 Penalty: 5346.795898
	Iteration 55Q: 3 clusters Score -9047606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -9047605.000000 Penalty: 5346.795898
	Iteration 56Q: 3 clusters Score -9047605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -9047593.000000 Penalty: 5346.795898
	Iteration 57Q: 3 clusters Score -9047593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9047612.000000 Penalty: 5346.795898
	Iteration 58Q: 3 clusters Score -9047612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -9047631.000000 Penalty: 5346.795898
	Iteration 59Q: 3 clusters Score -9047631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9047611.000000 Penalty: 5346.795898
	Iteration 60F: 3 clusters Score -9047611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9047614.000000 Penalty: 5346.795898
	Iteration 61Q: 3 clusters Score -9047614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9047608.000000 Penalty: 5346.795898
	Iteration 62Q: 3 clusters Score -9047608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9047621.000000 Penalty: 5346.795898
	Iteration 63Q: 3 clusters Score -9047621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -9047617.000000 Penalty: 5346.795898
	Iteration 64Q: 3 clusters Score -9047617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9047628.000000 Penalty: 5346.795898
	Iteration 65Q: 3 clusters Score -9047628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9047613.000000 Penalty: 5346.795898
	Iteration 66Q: 3 clusters Score -9047613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -9047612.000000 Penalty: 5346.795898
	Iteration 67Q: 3 clusters Score -9047612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -9047618.000000 Penalty: 5346.795898
	Iteration 68Q: 3 clusters Score -9047618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -9047622.000000 Penalty: 5346.795898
	Iteration 69Q: 3 clusters Score -9047622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -9047605.000000 Penalty: 5346.795898
	Iteration 70Q: 3 clusters Score -9047605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9047611.000000 Penalty: 5346.795898
	Iteration 71Q: 3 clusters Score -9047611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9047611.000000 Penalty: 5346.795898
	Iteration 72F: 3 clusters Score -9047611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Entering Unmasked Estep 
Score: -5115169.000000 Penalty: 2533.685059
	Iteration 0F: 2 clusters Score -5115169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -5096303.000000 Penalty: 5067.370117
	Iteration 0F: 3 clusters Score -5096303 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5102944.000000 Penalty: 5067.370117
	Iteration 1F: 3 clusters Score -5102944 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -5103276.000000 Penalty: 5067.370117
	Iteration 2Q: 3 clusters Score -5103276 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -5103638.000000 Penalty: 5067.370117
	Iteration 3Q: 3 clusters Score -5103638 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -5103982.500000 Penalty: 5067.370117
	Iteration 4Q: 3 clusters Score -5103982 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -5104395.500000 Penalty: 5067.370117
	Iteration 5Q: 3 clusters Score -5104396 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -5104846.500000 Penalty: 5067.370117
	Iteration 6Q: 3 clusters Score -5104846 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -5105340.000000 Penalty: 5067.370117
	Iteration 7Q: 3 clusters Score -5105340 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5105940.500000 Penalty: 5067.370117
	Iteration 8Q: 3 clusters Score -5105940 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -5106618.000000 Penalty: 5067.370117
	Iteration 9Q: 3 clusters Score -5106618 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5107340.500000 Penalty: 5067.370117
	Iteration 10Q: 3 clusters Score -5107340 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -5108137.000000 Penalty: 5067.370117
	Iteration 11Q: 3 clusters Score -5108137 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5108891.000000 Penalty: 5067.370117
	Iteration 12Q: 3 clusters Score -5108891 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -5109594.500000 Penalty: 5067.370117
	Iteration 13Q: 3 clusters Score -5109594 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5110268.500000 Penalty: 5067.370117
	Iteration 14Q: 3 clusters Score -5110268 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5110889.000000 Penalty: 5067.370117
	Iteration 15Q: 3 clusters Score -5110889 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -5111421.500000 Penalty: 5067.370117
	Iteration 16Q: 3 clusters Score -5111422 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5111822.000000 Penalty: 5067.370117
	Iteration 17Q: 3 clusters Score -5111822 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5112141.000000 Penalty: 5067.370117
	Iteration 18Q: 3 clusters Score -5112141 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5112408.500000 Penalty: 5067.370117
	Iteration 19Q: 3 clusters Score -5112408 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5112585.500000 Penalty: 5067.370117
	Iteration 20F: 3 clusters Score -5112586 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5112707.000000 Penalty: 5067.370117
	Iteration 21Q: 3 clusters Score -5112707 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5112789.000000 Penalty: 5067.370117
	Iteration 22Q: 3 clusters Score -5112789 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5112841.500000 Penalty: 5067.370117
	Iteration 23Q: 3 clusters Score -5112842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -5112880.000000 Penalty: 5067.370117
	Iteration 24Q: 3 clusters Score -5112880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5112900.500000 Penalty: 5067.370117
	Iteration 25Q: 3 clusters Score -5112900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5112913.500000 Penalty: 5067.370117
	Iteration 26Q: 3 clusters Score -5112914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -5112936.000000 Penalty: 5067.370117
	Iteration 27Q: 3 clusters Score -5112936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5112949.000000 Penalty: 5067.370117
	Iteration 28Q: 3 clusters Score -5112949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -5112954.500000 Penalty: 5067.370117
	Iteration 29Q: 3 clusters Score -5112954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5112966.000000 Penalty: 5067.370117
	Iteration 30Q: 3 clusters Score -5112966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5112972.000000 Penalty: 5067.370117
	Iteration 31Q: 3 clusters Score -5112972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5112986.000000 Penalty: 5067.370117
	Iteration 32Q: 3 clusters Score -5112986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5112996.000000 Penalty: 5067.370117
	Iteration 33Q: 3 clusters Score -5112996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5113011.500000 Penalty: 5067.370117
	Iteration 34Q: 3 clusters Score -5113012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5113017.000000 Penalty: 5067.370117
	Iteration 35Q: 3 clusters Score -5113017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5113022.500000 Penalty: 5067.370117
	Iteration 36Q: 3 clusters Score -5113022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5113020.500000 Penalty: 5067.370117
	Iteration 37Q: 3 clusters Score -5113020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5113031.000000 Penalty: 5067.370117
	Iteration 38Q: 3 clusters Score -5113031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5113028.000000 Penalty: 5067.370117
	Iteration 39Q: 3 clusters Score -5113028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5113030.000000 Penalty: 5067.370117
	Iteration 40F: 3 clusters Score -5113030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5113036.000000 Penalty: 5067.370117
	Iteration 41Q: 3 clusters Score -5113036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5113038.500000 Penalty: 5067.370117
	Iteration 42Q: 3 clusters Score -5113038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5113039.000000 Penalty: 5067.370117
	Iteration 43Q: 3 clusters Score -5113039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5113042.000000 Penalty: 5067.370117
	Iteration 44Q: 3 clusters Score -5113042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5113047.500000 Penalty: 5067.370117
	Iteration 45Q: 3 clusters Score -5113048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5113056.500000 Penalty: 5067.370117
	Iteration 46Q: 3 clusters Score -5113056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5113056.000000 Penalty: 5067.370117
	Iteration 47Q: 3 clusters Score -5113056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5113053.500000 Penalty: 5067.370117
	Iteration 48Q: 3 clusters Score -5113054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5113055.000000 Penalty: 5067.370117
	Iteration 49Q: 3 clusters Score -5113055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5113055.000000 Penalty: 5067.370117
	Iteration 50F: 3 clusters Score -5113055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 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 434 members 
Entering Unmasked Estep 
Score: -123283.218750 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123283.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -123787.742188 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123787.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -123988.195312 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123988.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -124148.968750 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124219.015625 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -124261.289062 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124261.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -124326.195312 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124326.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -124443.695312 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124443.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -124533.742188 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124533.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -124603.210938 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124639.484375 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124665.554688 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124665.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -124693.718750 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124693.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124706.984375 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -124719.320312 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -124719.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124727.382812 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -124727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124737.585938 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -124737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124760.875000 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -124760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124784.703125 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -124784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124792.437500 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -124792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124801.625000 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -124801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124808.007812 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -124808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124817.804688 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -124817.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124826.750000 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -124826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124833.070312 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -124833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -124847.765625 Penalty: 3355.459229
	Iteration 25Q: 3 clusters Score -124847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124933.750000 Penalty: 3355.459229
	Iteration 26Q: 3 clusters Score -124933.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124996.914062 Penalty: 3355.459229
	Iteration 27Q: 3 clusters Score -124996.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125014.632812 Penalty: 3355.459229
	Iteration 28Q: 3 clusters Score -125014.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125037.273438 Penalty: 3355.459229
	Iteration 29Q: 3 clusters Score -125037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125049.070312 Penalty: 3355.459229
	Iteration 30Q: 3 clusters Score -125049.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125056.960938 Penalty: 3355.459229
	Iteration 31Q: 3 clusters Score -125057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -125073.625000 Penalty: 3355.459229
	Iteration 32Q: 3 clusters Score -125073.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125118.968750 Penalty: 3355.459229
	Iteration 33Q: 3 clusters Score -125119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125156.257812 Penalty: 3355.459229
	Iteration 34Q: 3 clusters Score -125156.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125208.156250 Penalty: 3355.459229
	Iteration 35Q: 3 clusters Score -125208.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -125241.031250 Penalty: 3355.459229
	Iteration 36Q: 3 clusters Score -125241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125252.835938 Penalty: 3355.459229
	Iteration 37Q: 3 clusters Score -125252.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -125257.875000 Penalty: 3355.459229
	Iteration 38Q: 3 clusters Score -125257.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125258.562500 Penalty: 3355.459229
	Iteration 39Q: 3 clusters Score -125258.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125265.015625 Penalty: 3355.459229
	Iteration 40F: 3 clusters Score -125265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125272.367188 Penalty: 3355.459229
	Iteration 41Q: 3 clusters Score -125272.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125279.078125 Penalty: 3355.459229
	Iteration 42Q: 3 clusters Score -125279.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125282.453125 Penalty: 3355.459229
	Iteration 43Q: 3 clusters Score -125282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -125282.453125 Penalty: 3355.459229
	Iteration 44F: 3 clusters Score -125282.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6638 members 
Mstep: Class 4 contains 38981 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39908 members 
Mstep: Class 10 contains 46854 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 16924 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 47610 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48042 members 
Mstep: Class 23 contains 27350 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 46162 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49482 members 
Mstep: Class 28 contains 2940 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37072 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 50020 members 
Mstep: Class 33 contains 49654 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
Score: -137173424.000000 Penalty: 114028.171875
Splitting cluster 24 changes total score from -137174640.000000 to -137173424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (46162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Entering Unmasked Estep 
Score: -8637973.000000 Penalty: 2663.498291
	Iteration 0F: 2 clusters Score -8637973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8608141.000000 Penalty: 5326.996582
	Iteration 0F: 3 clusters Score -8608141 nChanged 21072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8619890.000000 Penalty: 5326.996582
	Iteration 1F: 3 clusters Score -8619890 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8620404.000000 Penalty: 5326.996582
	Iteration 2Q: 3 clusters Score -8620404 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8620915.000000 Penalty: 5326.996582
	Iteration 3Q: 3 clusters Score -8620915 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8621342.000000 Penalty: 5326.996582
	Iteration 4Q: 3 clusters Score -8621342 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8621805.000000 Penalty: 5326.996582
	Iteration 5Q: 3 clusters Score -8621805 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8622260.000000 Penalty: 5326.996582
	Iteration 6Q: 3 clusters Score -8622260 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -8622845.000000 Penalty: 5326.996582
	Iteration 7Q: 3 clusters Score -8622845 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8623548.000000 Penalty: 5326.996582
	Iteration 8Q: 3 clusters Score -8623548 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -8624413.000000 Penalty: 5326.996582
	Iteration 9Q: 3 clusters Score -8624413 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -8625589.000000 Penalty: 5326.996582
	Iteration 10Q: 3 clusters Score -8625589 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -8627038.000000 Penalty: 5326.996582
	Iteration 11Q: 3 clusters Score -8627038 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8628342.000000 Penalty: 5326.996582
	Iteration 12Q: 3 clusters Score -8628342 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -8629180.000000 Penalty: 5326.996582
	Iteration 13Q: 3 clusters Score -8629180 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -8629522.000000 Penalty: 5326.996582
	Iteration 14Q: 3 clusters Score -8629522 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -8629671.000000 Penalty: 5326.996582
	Iteration 15Q: 3 clusters Score -8629671 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -8629787.000000 Penalty: 5326.996582
	Iteration 16Q: 3 clusters Score -8629787 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -8629961.000000 Penalty: 5326.996582
	Iteration 17Q: 3 clusters Score -8629961 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -8630120.000000 Penalty: 5326.996582
	Iteration 18Q: 3 clusters Score -8630120 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -8630335.000000 Penalty: 5326.996582
	Iteration 19Q: 3 clusters Score -8630335 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -8630619.000000 Penalty: 5326.996582
	Iteration 20F: 3 clusters Score -8630619 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8630956.000000 Penalty: 5326.996582
	Iteration 21Q: 3 clusters Score -8630956 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -8631289.000000 Penalty: 5326.996582
	Iteration 22Q: 3 clusters Score -8631289 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -8631689.000000 Penalty: 5326.996582
	Iteration 23Q: 3 clusters Score -8631689 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8632101.000000 Penalty: 5326.996582
	Iteration 24Q: 3 clusters Score -8632101 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -8632551.000000 Penalty: 5326.996582
	Iteration 25Q: 3 clusters Score -8632551 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -8633011.000000 Penalty: 5326.996582
	Iteration 26Q: 3 clusters Score -8633011 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -8633395.000000 Penalty: 5326.996582
	Iteration 27Q: 3 clusters Score -8633395 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8633846.000000 Penalty: 5326.996582
	Iteration 28Q: 3 clusters Score -8633846 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -8634239.000000 Penalty: 5326.996582
	Iteration 29Q: 3 clusters Score -8634239 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -8634505.000000 Penalty: 5326.996582
	Iteration 30Q: 3 clusters Score -8634505 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -8634776.000000 Penalty: 5326.996582
	Iteration 31Q: 3 clusters Score -8634776 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -8635009.000000 Penalty: 5326.996582
	Iteration 32Q: 3 clusters Score -8635009 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -8635193.000000 Penalty: 5326.996582
	Iteration 33Q: 3 clusters Score -8635193 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -8635341.000000 Penalty: 5326.996582
	Iteration 34Q: 3 clusters Score -8635341 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8635446.000000 Penalty: 5326.996582
	Iteration 35Q: 3 clusters Score -8635446 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8635554.000000 Penalty: 5326.996582
	Iteration 36Q: 3 clusters Score -8635554 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8635613.000000 Penalty: 5326.996582
	Iteration 37Q: 3 clusters Score -8635613 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8635668.000000 Penalty: 5326.996582
	Iteration 38Q: 3 clusters Score -8635668 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 42487 members 
Entering Unmasked Estep 
Score: -8635712.000000 Penalty: 5326.996582
	Iteration 39Q: 3 clusters Score -8635712 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8635751.000000 Penalty: 5326.996582
	Iteration 40F: 3 clusters Score -8635751 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -8635785.000000 Penalty: 5326.996582
	Iteration 41Q: 3 clusters Score -8635785 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8635847.000000 Penalty: 5326.996582
	Iteration 42Q: 3 clusters Score -8635847 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8635870.000000 Penalty: 5326.996582
	Iteration 43Q: 3 clusters Score -8635870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8635908.000000 Penalty: 5326.996582
	Iteration 44Q: 3 clusters Score -8635908 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8635985.000000 Penalty: 5326.996582
	Iteration 45Q: 3 clusters Score -8635985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8636016.000000 Penalty: 5326.996582
	Iteration 46Q: 3 clusters Score -8636016 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8636040.000000 Penalty: 5326.996582
	Iteration 47Q: 3 clusters Score -8636040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -8636083.000000 Penalty: 5326.996582
	Iteration 48Q: 3 clusters Score -8636083 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8636099.000000 Penalty: 5326.996582
	Iteration 49Q: 3 clusters Score -8636099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8636122.000000 Penalty: 5326.996582
	Iteration 50Q: 3 clusters Score -8636122 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8636132.000000 Penalty: 5326.996582
	Iteration 51Q: 3 clusters Score -8636132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8636143.000000 Penalty: 5326.996582
	Iteration 52Q: 3 clusters Score -8636143 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8636139.000000 Penalty: 5326.996582
	Iteration 53Q: 3 clusters Score -8636139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8636152.000000 Penalty: 5326.996582
	Iteration 54Q: 3 clusters Score -8636152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8636127.000000 Penalty: 5326.996582
	Iteration 55Q: 3 clusters Score -8636127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8636139.000000 Penalty: 5326.996582
	Iteration 56Q: 3 clusters Score -8636139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8636139.000000 Penalty: 5326.996582
	Iteration 57Q: 3 clusters Score -8636139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8636126.000000 Penalty: 5326.996582
	Iteration 58Q: 3 clusters Score -8636126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8636133.000000 Penalty: 5326.996582
	Iteration 59Q: 3 clusters Score -8636133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8636138.000000 Penalty: 5326.996582
	Iteration 60F: 3 clusters Score -8636138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8636140.000000 Penalty: 5326.996582
	Iteration 61Q: 3 clusters Score -8636140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8636142.000000 Penalty: 5326.996582
	Iteration 62Q: 3 clusters Score -8636142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -8636150.000000 Penalty: 5326.996582
	Iteration 63Q: 3 clusters Score -8636150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8636148.000000 Penalty: 5326.996582
	Iteration 64Q: 3 clusters Score -8636148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8636152.000000 Penalty: 5326.996582
	Iteration 65Q: 3 clusters Score -8636152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8636148.000000 Penalty: 5326.996582
	Iteration 66Q: 3 clusters Score -8636148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8636145.000000 Penalty: 5326.996582
	Iteration 67Q: 3 clusters Score -8636145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -8636136.000000 Penalty: 5326.996582
	Iteration 68Q: 3 clusters Score -8636136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8636136.000000 Penalty: 5326.996582
	Iteration 69Q: 3 clusters Score -8636136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8636136.000000 Penalty: 5326.996582
	Iteration 70F: 3 clusters Score -8636136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -373136.000000 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -373136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -370400.562500 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -370400.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -370900.187500 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -370900.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -371082.468750 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -371082.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -371210.468750 Penalty: 3804.532715
	Iteration 3F: 3 clusters Score -371210.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -371329.875000 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -371329.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -371397.718750 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -371397.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -371452.968750 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -371453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -371479.531250 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -371479.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -371499.562500 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -371499.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -371507.906250 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -371507.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -371514.156250 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -371514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -371519.687500 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -371519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -371527.156250 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -371527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -371529.531250 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -371529.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -371529.656250 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -371529.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -371529.656250 Penalty: 3804.532715
	Iteration 15F: 3 clusters Score -371529.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Entering Unmasked Estep 
Score: -9314356.000000 Penalty: 2680.722412
	Iteration 0F: 2 clusters Score -9314356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -9283369.000000 Penalty: 5361.444824
	Iteration 0F: 3 clusters Score -9283369 nChanged 22845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -9296249.000000 Penalty: 5361.444824
	Iteration 1F: 3 clusters Score -9296249 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -9296921.000000 Penalty: 5361.444824
	Iteration 2Q: 3 clusters Score -9296921 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -9297845.000000 Penalty: 5361.444824
	Iteration 3Q: 3 clusters Score -9297845 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -9299220.000000 Penalty: 5361.444824
	Iteration 4F: 3 clusters Score -9299220 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -9301032.000000 Penalty: 5361.444824
	Iteration 5F: 3 clusters Score -9301032 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -9303392.000000 Penalty: 5361.444824
	Iteration 6F: 3 clusters Score -9303392 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9306140.000000 Penalty: 5361.444824
	Iteration 7F: 3 clusters Score -9306140 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -9308698.000000 Penalty: 5361.444824
	Iteration 8Q: 3 clusters Score -9308698 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -9310537.000000 Penalty: 5361.444824
	Iteration 9Q: 3 clusters Score -9310537 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -9311553.000000 Penalty: 5361.444824
	Iteration 10Q: 3 clusters Score -9311553 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -9311961.000000 Penalty: 5361.444824
	Iteration 11Q: 3 clusters Score -9311961 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -9312214.000000 Penalty: 5361.444824
	Iteration 12Q: 3 clusters Score -9312214 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -9312356.000000 Penalty: 5361.444824
	Iteration 13Q: 3 clusters Score -9312356 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -9312543.000000 Penalty: 5361.444824
	Iteration 14Q: 3 clusters Score -9312543 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -9312633.000000 Penalty: 5361.444824
	Iteration 15Q: 3 clusters Score -9312633 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -9312700.000000 Penalty: 5361.444824
	Iteration 16Q: 3 clusters Score -9312700 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -9312708.000000 Penalty: 5361.444824
	Iteration 17Q: 3 clusters Score -9312708 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -9312768.000000 Penalty: 5361.444824
	Iteration 18Q: 3 clusters Score -9312768 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -9312814.000000 Penalty: 5361.444824
	Iteration 19Q: 3 clusters Score -9312814 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -9312822.000000 Penalty: 5361.444824
	Iteration 20F: 3 clusters Score -9312822 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -9312865.000000 Penalty: 5361.444824
	Iteration 21Q: 3 clusters Score -9312865 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -9312858.000000 Penalty: 5361.444824
	Iteration 22Q: 3 clusters Score -9312858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -9312913.000000 Penalty: 5361.444824
	Iteration 23Q: 3 clusters Score -9312913 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -9312924.000000 Penalty: 5361.444824
	Iteration 24Q: 3 clusters Score -9312924 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -9312931.000000 Penalty: 5361.444824
	Iteration 25Q: 3 clusters Score -9312931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -9312937.000000 Penalty: 5361.444824
	Iteration 26Q: 3 clusters Score -9312937 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9312919.000000 Penalty: 5361.444824
	Iteration 27Q: 3 clusters Score -9312919 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -9312907.000000 Penalty: 5361.444824
	Iteration 28Q: 3 clusters Score -9312907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -9312927.000000 Penalty: 5361.444824
	Iteration 29Q: 3 clusters Score -9312927 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -9312937.000000 Penalty: 5361.444824
	Iteration 30Q: 3 clusters Score -9312937 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -9312932.000000 Penalty: 5361.444824
	Iteration 31Q: 3 clusters Score -9312932 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9312949.000000 Penalty: 5361.444824
	Iteration 32Q: 3 clusters Score -9312949 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -9312949.000000 Penalty: 5361.444824
	Iteration 33Q: 3 clusters Score -9312949 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -9312953.000000 Penalty: 5361.444824
	Iteration 34Q: 3 clusters Score -9312953 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -9312946.000000 Penalty: 5361.444824
	Iteration 35Q: 3 clusters Score -9312946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -9312907.000000 Penalty: 5361.444824
	Iteration 36Q: 3 clusters Score -9312907 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -9312919.000000 Penalty: 5361.444824
	Iteration 37Q: 3 clusters Score -9312919 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -9312917.000000 Penalty: 5361.444824
	Iteration 38Q: 3 clusters Score -9312917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -9312950.000000 Penalty: 5361.444824
	Iteration 39Q: 3 clusters Score -9312950 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -9312928.000000 Penalty: 5361.444824
	Iteration 40F: 3 clusters Score -9312928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -9312910.000000 Penalty: 5361.444824
	Iteration 41Q: 3 clusters Score -9312910 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -9312909.000000 Penalty: 5361.444824
	Iteration 42Q: 3 clusters Score -9312909 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -9312907.000000 Penalty: 5361.444824
	Iteration 43Q: 3 clusters Score -9312907 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -9312936.000000 Penalty: 5361.444824
	Iteration 44Q: 3 clusters Score -9312936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -9312959.000000 Penalty: 5361.444824
	Iteration 45Q: 3 clusters Score -9312959 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -9312979.000000 Penalty: 5361.444824
	Iteration 46Q: 3 clusters Score -9312979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -9312967.000000 Penalty: 5361.444824
	Iteration 47Q: 3 clusters Score -9312967 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -9312967.000000 Penalty: 5361.444824
	Iteration 48Q: 3 clusters Score -9312967 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -9312975.000000 Penalty: 5361.444824
	Iteration 49Q: 3 clusters Score -9312975 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -9312989.000000 Penalty: 5361.444824
	Iteration 50Q: 3 clusters Score -9312989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -9313021.000000 Penalty: 5361.444824
	Iteration 51Q: 3 clusters Score -9313021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -9313016.000000 Penalty: 5361.444824
	Iteration 52Q: 3 clusters Score -9313016 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -9313011.000000 Penalty: 5361.444824
	Iteration 53Q: 3 clusters Score -9313011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -9313010.000000 Penalty: 5361.444824
	Iteration 54Q: 3 clusters Score -9313010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -9313020.000000 Penalty: 5361.444824
	Iteration 55Q: 3 clusters Score -9313020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -9313018.000000 Penalty: 5361.444824
	Iteration 56Q: 3 clusters Score -9313018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -9312983.000000 Penalty: 5361.444824
	Iteration 57Q: 3 clusters Score -9312983 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -9312969.000000 Penalty: 5361.444824
	Iteration 58Q: 3 clusters Score -9312969 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -9312964.000000 Penalty: 5361.444824
	Iteration 59Q: 3 clusters Score -9312964 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -9312978.000000 Penalty: 5361.444824
	Iteration 60F: 3 clusters Score -9312978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -9312990.000000 Penalty: 5361.444824
	Iteration 61Q: 3 clusters Score -9312990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -9312987.000000 Penalty: 5361.444824
	Iteration 62Q: 3 clusters Score -9312987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -9312986.000000 Penalty: 5361.444824
	Iteration 63Q: 3 clusters Score -9312986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -9312986.000000 Penalty: 5361.444824
	Iteration 64Q: 3 clusters Score -9312986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -9312982.000000 Penalty: 5361.444824
	Iteration 65Q: 3 clusters Score -9312982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -9312986.000000 Penalty: 5361.444824
	Iteration 66Q: 3 clusters Score -9312986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -9312979.000000 Penalty: 5361.444824
	Iteration 67Q: 3 clusters Score -9312979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -9312980.000000 Penalty: 5361.444824
	Iteration 68Q: 3 clusters Score -9312980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -9312976.000000 Penalty: 5361.444824
	Iteration 69Q: 3 clusters Score -9312976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -9312976.000000 Penalty: 5361.444824
	Iteration 70F: 3 clusters Score -9312976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Entering Unmasked Estep 
Score: -550764.937500 Penalty: 1980.568970
	Iteration 0F: 2 clusters Score -550764.9 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 1469 members 
Entering Unmasked Estep 
Score: -547552.937500 Penalty: 3961.137939
	Iteration 0F: 3 clusters Score -547552.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -548184.437500 Penalty: 3961.137939
	Iteration 1F: 3 clusters Score -548184.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -548322.562500 Penalty: 3961.137939
	Iteration 2F: 3 clusters Score -548322.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -548401.000000 Penalty: 3961.137939
	Iteration 3Q: 3 clusters Score -548401 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -548464.500000 Penalty: 3961.137939
	Iteration 4Q: 3 clusters Score -548464.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -548516.687500 Penalty: 3961.137939
	Iteration 5Q: 3 clusters Score -548516.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -548560.250000 Penalty: 3961.137939
	Iteration 6Q: 3 clusters Score -548560.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -548600.687500 Penalty: 3961.137939
	Iteration 7Q: 3 clusters Score -548600.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -548634.312500 Penalty: 3961.137939
	Iteration 8Q: 3 clusters Score -548634.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -548663.312500 Penalty: 3961.137939
	Iteration 9Q: 3 clusters Score -548663.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -548689.500000 Penalty: 3961.137939
	Iteration 10Q: 3 clusters Score -548689.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -548712.625000 Penalty: 3961.137939
	Iteration 11Q: 3 clusters Score -548712.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -548737.437500 Penalty: 3961.137939
	Iteration 12Q: 3 clusters Score -548737.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -548758.375000 Penalty: 3961.137939
	Iteration 13Q: 3 clusters Score -548758.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -548774.937500 Penalty: 3961.137939
	Iteration 14Q: 3 clusters Score -548774.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -548791.500000 Penalty: 3961.137939
	Iteration 15Q: 3 clusters Score -548791.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -548809.875000 Penalty: 3961.137939
	Iteration 16Q: 3 clusters Score -548809.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -548821.875000 Penalty: 3961.137939
	Iteration 17Q: 3 clusters Score -548821.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -548834.375000 Penalty: 3961.137939
	Iteration 18Q: 3 clusters Score -548834.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -548843.687500 Penalty: 3961.137939
	Iteration 19Q: 3 clusters Score -548843.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -548854.875000 Penalty: 3961.137939
	Iteration 20F: 3 clusters Score -548854.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -548861.125000 Penalty: 3961.137939
	Iteration 21Q: 3 clusters Score -548861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -548865.812500 Penalty: 3961.137939
	Iteration 22Q: 3 clusters Score -548865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -548871.687500 Penalty: 3961.137939
	Iteration 23Q: 3 clusters Score -548871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -548876.250000 Penalty: 3961.137939
	Iteration 24Q: 3 clusters Score -548876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -548881.312500 Penalty: 3961.137939
	Iteration 25Q: 3 clusters Score -548881.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -548885.500000 Penalty: 3961.137939
	Iteration 26Q: 3 clusters Score -548885.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -548891.625000 Penalty: 3961.137939
	Iteration 27Q: 3 clusters Score -548891.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -548899.812500 Penalty: 3961.137939
	Iteration 28Q: 3 clusters Score -548899.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -548909.000000 Penalty: 3961.137939
	Iteration 29Q: 3 clusters Score -548909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -548917.187500 Penalty: 3961.137939
	Iteration 30Q: 3 clusters Score -548917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -548924.250000 Penalty: 3961.137939
	Iteration 31Q: 3 clusters Score -548924.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -548927.187500 Penalty: 3961.137939
	Iteration 32Q: 3 clusters Score -548927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -548929.937500 Penalty: 3961.137939
	Iteration 33Q: 3 clusters Score -548929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -548935.187500 Penalty: 3961.137939
	Iteration 34Q: 3 clusters Score -548935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -548938.062500 Penalty: 3961.137939
	Iteration 35Q: 3 clusters Score -548938.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -548941.875000 Penalty: 3961.137939
	Iteration 36Q: 3 clusters Score -548941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -548943.250000 Penalty: 3961.137939
	Iteration 37Q: 3 clusters Score -548943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -548944.875000 Penalty: 3961.137939
	Iteration 38Q: 3 clusters Score -548944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -548946.875000 Penalty: 3961.137939
	Iteration 39Q: 3 clusters Score -548946.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -548950.562500 Penalty: 3961.137939
	Iteration 40F: 3 clusters Score -548950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -548953.312500 Penalty: 3961.137939
	Iteration 41Q: 3 clusters Score -548953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -548956.062500 Penalty: 3961.137939
	Iteration 42Q: 3 clusters Score -548956.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -548957.750000 Penalty: 3961.137939
	Iteration 43Q: 3 clusters Score -548957.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -548960.000000 Penalty: 3961.137939
	Iteration 44Q: 3 clusters Score -548960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -548962.500000 Penalty: 3961.137939
	Iteration 45Q: 3 clusters Score -548962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -548965.625000 Penalty: 3961.137939
	Iteration 46Q: 3 clusters Score -548965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -548969.562500 Penalty: 3961.137939
	Iteration 47Q: 3 clusters Score -548969.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -548971.250000 Penalty: 3961.137939
	Iteration 48Q: 3 clusters Score -548971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -548973.625000 Penalty: 3961.137939
	Iteration 49Q: 3 clusters Score -548973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -548977.000000 Penalty: 3961.137939
	Iteration 50Q: 3 clusters Score -548977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -548977.187500 Penalty: 3961.137939
	Iteration 51Q: 3 clusters Score -548977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -548977.562500 Penalty: 3961.137939
	Iteration 52Q: 3 clusters Score -548977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -548978.875000 Penalty: 3961.137939
	Iteration 53Q: 3 clusters Score -548978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -548980.500000 Penalty: 3961.137939
	Iteration 54Q: 3 clusters Score -548980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -548982.125000 Penalty: 3961.137939
	Iteration 55Q: 3 clusters Score -548982.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548983.625000 Penalty: 3961.137939
	Iteration 56Q: 3 clusters Score -548983.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -548985.875000 Penalty: 3961.137939
	Iteration 57Q: 3 clusters Score -548985.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -548988.375000 Penalty: 3961.137939
	Iteration 58Q: 3 clusters Score -548988.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -548989.312500 Penalty: 3961.137939
	Iteration 59Q: 3 clusters Score -548989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -548992.125000 Penalty: 3961.137939
	Iteration 60F: 3 clusters Score -548992.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -548996.437500 Penalty: 3961.137939
	Iteration 61Q: 3 clusters Score -548996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -548997.187500 Penalty: 3961.137939
	Iteration 62Q: 3 clusters Score -548997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -548998.062500 Penalty: 3961.137939
	Iteration 63Q: 3 clusters Score -548998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -549000.437500 Penalty: 3961.137939
	Iteration 64Q: 3 clusters Score -549000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -549002.750000 Penalty: 3961.137939
	Iteration 65Q: 3 clusters Score -549002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -549002.812500 Penalty: 3961.137939
	Iteration 66Q: 3 clusters Score -549002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -549003.375000 Penalty: 3961.137939
	Iteration 67Q: 3 clusters Score -549003.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -549006.500000 Penalty: 3961.137939
	Iteration 68Q: 3 clusters Score -549006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -549007.625000 Penalty: 3961.137939
	Iteration 69Q: 3 clusters Score -549007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -549009.187500 Penalty: 3961.137939
	Iteration 70Q: 3 clusters Score -549009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -549012.937500 Penalty: 3961.137939
	Iteration 71Q: 3 clusters Score -549012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -549013.375000 Penalty: 3961.137939
	Iteration 72Q: 3 clusters Score -549013.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -549013.937500 Penalty: 3961.137939
	Iteration 73Q: 3 clusters Score -549013.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -549014.937500 Penalty: 3961.137939
	Iteration 74Q: 3 clusters Score -549014.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -549016.687500 Penalty: 3961.137939
	Iteration 75Q: 3 clusters Score -549016.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -549016.812500 Penalty: 3961.137939
	Iteration 76Q: 3 clusters Score -549016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -549016.812500 Penalty: 3961.137939
	Iteration 77F: 3 clusters Score -549016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -323321.718750 Penalty: 1857.096802
	Iteration 0F: 2 clusters Score -323321.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -320853.343750 Penalty: 3714.193604
	Iteration 0F: 3 clusters Score -320853.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -321255.281250 Penalty: 3714.193604
	Iteration 1F: 3 clusters Score -321255.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -321346.875000 Penalty: 3714.193604
	Iteration 2F: 3 clusters Score -321346.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -321404.250000 Penalty: 3714.193604
	Iteration 3Q: 3 clusters Score -321404.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -321444.500000 Penalty: 3714.193604
	Iteration 4Q: 3 clusters Score -321444.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -321476.156250 Penalty: 3714.193604
	Iteration 5Q: 3 clusters Score -321476.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -321493.406250 Penalty: 3714.193604
	Iteration 6Q: 3 clusters Score -321493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -321503.343750 Penalty: 3714.193604
	Iteration 7Q: 3 clusters Score -321503.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -321514.968750 Penalty: 3714.193604
	Iteration 8Q: 3 clusters Score -321515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -321522.625000 Penalty: 3714.193604
	Iteration 9Q: 3 clusters Score -321522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -321526.312500 Penalty: 3714.193604
	Iteration 10Q: 3 clusters Score -321526.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321530.062500 Penalty: 3714.193604
	Iteration 11Q: 3 clusters Score -321530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -321532.437500 Penalty: 3714.193604
	Iteration 12Q: 3 clusters Score -321532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -321535.375000 Penalty: 3714.193604
	Iteration 13Q: 3 clusters Score -321535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -321537.843750 Penalty: 3714.193604
	Iteration 14Q: 3 clusters Score -321537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -321540.093750 Penalty: 3714.193604
	Iteration 15Q: 3 clusters Score -321540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -321542.968750 Penalty: 3714.193604
	Iteration 16Q: 3 clusters Score -321543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -321544.906250 Penalty: 3714.193604
	Iteration 17Q: 3 clusters Score -321544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -321547.750000 Penalty: 3714.193604
	Iteration 18Q: 3 clusters Score -321547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -321551.281250 Penalty: 3714.193604
	Iteration 19Q: 3 clusters Score -321551.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -321555.593750 Penalty: 3714.193604
	Iteration 20F: 3 clusters Score -321555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -321558.218750 Penalty: 3714.193604
	Iteration 21Q: 3 clusters Score -321558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -321562.125000 Penalty: 3714.193604
	Iteration 22Q: 3 clusters Score -321562.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -321563.656250 Penalty: 3714.193604
	Iteration 23Q: 3 clusters Score -321563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -321564.531250 Penalty: 3714.193604
	Iteration 24Q: 3 clusters Score -321564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -321565.406250 Penalty: 3714.193604
	Iteration 25Q: 3 clusters Score -321565.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -321565.406250 Penalty: 3714.193604
	Iteration 26F: 3 clusters Score -321565.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37072 members 
Entering Unmasked Estep 
Score: -6952954.500000 Penalty: 2609.113037
	Iteration 0F: 2 clusters Score -6952954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -6927840.500000 Penalty: 5218.226074
	Iteration 0F: 3 clusters Score -6927840 nChanged 16931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -6936976.000000 Penalty: 5218.226074
	Iteration 1F: 3 clusters Score -6936976 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -6937404.000000 Penalty: 5218.226074
	Iteration 2Q: 3 clusters Score -6937404 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -6937785.500000 Penalty: 5218.226074
	Iteration 3Q: 3 clusters Score -6937786 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -6938206.500000 Penalty: 5218.226074
	Iteration 4Q: 3 clusters Score -6938206 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6938612.500000 Penalty: 5218.226074
	Iteration 5Q: 3 clusters Score -6938612 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -6939209.500000 Penalty: 5218.226074
	Iteration 6Q: 3 clusters Score -6939210 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6939996.000000 Penalty: 5218.226074
	Iteration 7Q: 3 clusters Score -6939996 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -6941157.500000 Penalty: 5218.226074
	Iteration 8F: 3 clusters Score -6941158 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -6943034.000000 Penalty: 5218.226074
	Iteration 9F: 3 clusters Score -6943034 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -6945461.500000 Penalty: 5218.226074
	Iteration 10F: 3 clusters Score -6945462 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6947699.500000 Penalty: 5218.226074
	Iteration 11F: 3 clusters Score -6947700 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -6949284.500000 Penalty: 5218.226074
	Iteration 12Q: 3 clusters Score -6949284 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -6950079.000000 Penalty: 5218.226074
	Iteration 13Q: 3 clusters Score -6950079 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -6950402.500000 Penalty: 5218.226074
	Iteration 14Q: 3 clusters Score -6950402 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -6950527.500000 Penalty: 5218.226074
	Iteration 15Q: 3 clusters Score -6950528 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -6950588.500000 Penalty: 5218.226074
	Iteration 16Q: 3 clusters Score -6950588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -6950625.000000 Penalty: 5218.226074
	Iteration 17Q: 3 clusters Score -6950625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -6950636.000000 Penalty: 5218.226074
	Iteration 18Q: 3 clusters Score -6950636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -6950659.000000 Penalty: 5218.226074
	Iteration 19Q: 3 clusters Score -6950659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -6950669.000000 Penalty: 5218.226074
	Iteration 20F: 3 clusters Score -6950669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -6950685.500000 Penalty: 5218.226074
	Iteration 21Q: 3 clusters Score -6950686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -6950692.500000 Penalty: 5218.226074
	Iteration 22Q: 3 clusters Score -6950692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -6950694.000000 Penalty: 5218.226074
	Iteration 23Q: 3 clusters Score -6950694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -6950703.500000 Penalty: 5218.226074
	Iteration 24Q: 3 clusters Score -6950704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -6950708.000000 Penalty: 5218.226074
	Iteration 25Q: 3 clusters Score -6950708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -6950704.500000 Penalty: 5218.226074
	Iteration 26Q: 3 clusters Score -6950704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -6950706.000000 Penalty: 5218.226074
	Iteration 27Q: 3 clusters Score -6950706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6950712.000000 Penalty: 5218.226074
	Iteration 28Q: 3 clusters Score -6950712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -6950712.000000 Penalty: 5218.226074
	Iteration 29F: 3 clusters Score -6950712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (17034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Entering Unmasked Estep 
Score: -3196036.000000 Penalty: 2416.255615
	Iteration 0F: 2 clusters Score -3196036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3183910.250000 Penalty: 4832.511230
	Iteration 0F: 3 clusters Score -3183910 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3187746.000000 Penalty: 4832.511230
	Iteration 1F: 3 clusters Score -3187746 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3188038.250000 Penalty: 4832.511230
	Iteration 2F: 3 clusters Score -3188038 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3188234.500000 Penalty: 4832.511230
	Iteration 3Q: 3 clusters Score -3188234 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3188406.000000 Penalty: 4832.511230
	Iteration 4Q: 3 clusters Score -3188406 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3188552.750000 Penalty: 4832.511230
	Iteration 5Q: 3 clusters Score -3188553 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3188651.000000 Penalty: 4832.511230
	Iteration 6Q: 3 clusters Score -3188651 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -3188755.250000 Penalty: 4832.511230
	Iteration 7Q: 3 clusters Score -3188755 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -3188863.000000 Penalty: 4832.511230
	Iteration 8Q: 3 clusters Score -3188863 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -3188986.500000 Penalty: 4832.511230
	Iteration 9Q: 3 clusters Score -3188986 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3189147.500000 Penalty: 4832.511230
	Iteration 10Q: 3 clusters Score -3189148 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3189334.750000 Penalty: 4832.511230
	Iteration 11Q: 3 clusters Score -3189335 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3189600.000000 Penalty: 4832.511230
	Iteration 12Q: 3 clusters Score -3189600 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -3189961.750000 Penalty: 4832.511230
	Iteration 13Q: 3 clusters Score -3189962 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -3190443.250000 Penalty: 4832.511230
	Iteration 14Q: 3 clusters Score -3190443 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3191030.750000 Penalty: 4832.511230
	Iteration 15Q: 3 clusters Score -3191031 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -3191636.500000 Penalty: 4832.511230
	Iteration 16Q: 3 clusters Score -3191636 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3192212.000000 Penalty: 4832.511230
	Iteration 17Q: 3 clusters Score -3192212 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3192659.500000 Penalty: 4832.511230
	Iteration 18Q: 3 clusters Score -3192660 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3193002.000000 Penalty: 4832.511230
	Iteration 19Q: 3 clusters Score -3193002 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3193275.500000 Penalty: 4832.511230
	Iteration 20F: 3 clusters Score -3193276 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3193460.500000 Penalty: 4832.511230
	Iteration 21Q: 3 clusters Score -3193460 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3193585.250000 Penalty: 4832.511230
	Iteration 22Q: 3 clusters Score -3193585 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3193660.000000 Penalty: 4832.511230
	Iteration 23Q: 3 clusters Score -3193660 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3193703.250000 Penalty: 4832.511230
	Iteration 24Q: 3 clusters Score -3193703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3193736.750000 Penalty: 4832.511230
	Iteration 25Q: 3 clusters Score -3193737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3193766.500000 Penalty: 4832.511230
	Iteration 26Q: 3 clusters Score -3193766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3193782.000000 Penalty: 4832.511230
	Iteration 27Q: 3 clusters Score -3193782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3193810.750000 Penalty: 4832.511230
	Iteration 28Q: 3 clusters Score -3193811 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3193833.000000 Penalty: 4832.511230
	Iteration 29Q: 3 clusters Score -3193833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3193848.500000 Penalty: 4832.511230
	Iteration 30Q: 3 clusters Score -3193848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3193868.750000 Penalty: 4832.511230
	Iteration 31Q: 3 clusters Score -3193869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3193886.250000 Penalty: 4832.511230
	Iteration 32Q: 3 clusters Score -3193886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3193899.750000 Penalty: 4832.511230
	Iteration 33Q: 3 clusters Score -3193900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3193908.500000 Penalty: 4832.511230
	Iteration 34Q: 3 clusters Score -3193908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3193916.000000 Penalty: 4832.511230
	Iteration 35Q: 3 clusters Score -3193916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3193923.750000 Penalty: 4832.511230
	Iteration 36Q: 3 clusters Score -3193924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3193934.250000 Penalty: 4832.511230
	Iteration 37Q: 3 clusters Score -3193934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3193936.000000 Penalty: 4832.511230
	Iteration 38Q: 3 clusters Score -3193936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3193942.750000 Penalty: 4832.511230
	Iteration 39Q: 3 clusters Score -3193943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3193945.250000 Penalty: 4832.511230
	Iteration 40F: 3 clusters Score -3193945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3193953.750000 Penalty: 4832.511230
	Iteration 41Q: 3 clusters Score -3193954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3193956.000000 Penalty: 4832.511230
	Iteration 42Q: 3 clusters Score -3193956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3193960.500000 Penalty: 4832.511230
	Iteration 43Q: 3 clusters Score -3193960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3193958.250000 Penalty: 4832.511230
	Iteration 44Q: 3 clusters Score -3193958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3193962.000000 Penalty: 4832.511230
	Iteration 45Q: 3 clusters Score -3193962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3193965.250000 Penalty: 4832.511230
	Iteration 46Q: 3 clusters Score -3193965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3193972.000000 Penalty: 4832.511230
	Iteration 47Q: 3 clusters Score -3193972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3193972.250000 Penalty: 4832.511230
	Iteration 48Q: 3 clusters Score -3193972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -3193980.500000 Penalty: 4832.511230
	Iteration 49Q: 3 clusters Score -3193980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3193981.750000 Penalty: 4832.511230
	Iteration 50Q: 3 clusters Score -3193982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3193986.750000 Penalty: 4832.511230
	Iteration 51Q: 3 clusters Score -3193987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3193985.500000 Penalty: 4832.511230
	Iteration 52Q: 3 clusters Score -3193986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3193992.000000 Penalty: 4832.511230
	Iteration 53Q: 3 clusters Score -3193992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3193997.000000 Penalty: 4832.511230
	Iteration 54Q: 3 clusters Score -3193997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3193995.750000 Penalty: 4832.511230
	Iteration 55Q: 3 clusters Score -3193996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3193990.500000 Penalty: 4832.511230
	Iteration 56Q: 3 clusters Score -3193990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3193999.250000 Penalty: 4832.511230
	Iteration 57Q: 3 clusters Score -3193999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3193998.250000 Penalty: 4832.511230
	Iteration 58Q: 3 clusters Score -3193998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3194003.250000 Penalty: 4832.511230
	Iteration 59Q: 3 clusters Score -3194003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3194002.000000 Penalty: 4832.511230
	Iteration 60F: 3 clusters Score -3194002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3194002.500000 Penalty: 4832.511230
	Iteration 61Q: 3 clusters Score -3194002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3194003.000000 Penalty: 4832.511230
	Iteration 62Q: 3 clusters Score -3194003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3194004.000000 Penalty: 4832.511230
	Iteration 63Q: 3 clusters Score -3194004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3194005.750000 Penalty: 4832.511230
	Iteration 64Q: 3 clusters Score -3194006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3194007.750000 Penalty: 4832.511230
	Iteration 65Q: 3 clusters Score -3194008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3194007.750000 Penalty: 4832.511230
	Iteration 66F: 3 clusters Score -3194008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Entering Unmasked Estep 
Score: -9398885.000000 Penalty: 2683.404053
	Iteration 0F: 2 clusters Score -9398885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9367476.000000 Penalty: 5366.808105
	Iteration 0F: 3 clusters Score -9367476 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -9380219.000000 Penalty: 5366.808105
	Iteration 1F: 3 clusters Score -9380219 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -9380695.000000 Penalty: 5366.808105
	Iteration 2Q: 3 clusters Score -9380695 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -9381191.000000 Penalty: 5366.808105
	Iteration 3Q: 3 clusters Score -9381191 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -9381643.000000 Penalty: 5366.808105
	Iteration 4Q: 3 clusters Score -9381643 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -9382027.000000 Penalty: 5366.808105
	Iteration 5Q: 3 clusters Score -9382027 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -9382337.000000 Penalty: 5366.808105
	Iteration 6Q: 3 clusters Score -9382337 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -9382798.000000 Penalty: 5366.808105
	Iteration 7Q: 3 clusters Score -9382798 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -9383365.000000 Penalty: 5366.808105
	Iteration 8Q: 3 clusters Score -9383365 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -9384229.000000 Penalty: 5366.808105
	Iteration 9Q: 3 clusters Score -9384229 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -9385378.000000 Penalty: 5366.808105
	Iteration 10Q: 3 clusters Score -9385378 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -9387210.000000 Penalty: 5366.808105
	Iteration 11F: 3 clusters Score -9387210 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -9389186.000000 Penalty: 5366.808105
	Iteration 12F: 3 clusters Score -9389186 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -9391220.000000 Penalty: 5366.808105
	Iteration 13F: 3 clusters Score -9391220 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9392671.000000 Penalty: 5366.808105
	Iteration 14Q: 3 clusters Score -9392671 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -9393803.000000 Penalty: 5366.808105
	Iteration 15Q: 3 clusters Score -9393803 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -9394581.000000 Penalty: 5366.808105
	Iteration 16Q: 3 clusters Score -9394581 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -9395173.000000 Penalty: 5366.808105
	Iteration 17Q: 3 clusters Score -9395173 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9395682.000000 Penalty: 5366.808105
	Iteration 18Q: 3 clusters Score -9395682 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -9396063.000000 Penalty: 5366.808105
	Iteration 19Q: 3 clusters Score -9396063 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -9396374.000000 Penalty: 5366.808105
	Iteration 20F: 3 clusters Score -9396374 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -9396624.000000 Penalty: 5366.808105
	Iteration 21Q: 3 clusters Score -9396624 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9396813.000000 Penalty: 5366.808105
	Iteration 22Q: 3 clusters Score -9396813 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9396935.000000 Penalty: 5366.808105
	Iteration 23Q: 3 clusters Score -9396935 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -9397029.000000 Penalty: 5366.808105
	Iteration 24Q: 3 clusters Score -9397029 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -9397101.000000 Penalty: 5366.808105
	Iteration 25Q: 3 clusters Score -9397101 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -9397206.000000 Penalty: 5366.808105
	Iteration 26Q: 3 clusters Score -9397206 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -9397223.000000 Penalty: 5366.808105
	Iteration 27Q: 3 clusters Score -9397223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9397215.000000 Penalty: 5366.808105
	Iteration 28Q: 3 clusters Score -9397215 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -9397252.000000 Penalty: 5366.808105
	Iteration 29Q: 3 clusters Score -9397252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -9397315.000000 Penalty: 5366.808105
	Iteration 30Q: 3 clusters Score -9397315 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9397331.000000 Penalty: 5366.808105
	Iteration 31Q: 3 clusters Score -9397331 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9397301.000000 Penalty: 5366.808105
	Iteration 32Q: 3 clusters Score -9397301 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -9397321.000000 Penalty: 5366.808105
	Iteration 33Q: 3 clusters Score -9397321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9397327.000000 Penalty: 5366.808105
	Iteration 34Q: 3 clusters Score -9397327 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -9397319.000000 Penalty: 5366.808105
	Iteration 35Q: 3 clusters Score -9397319 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -9397294.000000 Penalty: 5366.808105
	Iteration 36Q: 3 clusters Score -9397294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -9397324.000000 Penalty: 5366.808105
	Iteration 37Q: 3 clusters Score -9397324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -9397323.000000 Penalty: 5366.808105
	Iteration 38Q: 3 clusters Score -9397323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -9397343.000000 Penalty: 5366.808105
	Iteration 39Q: 3 clusters Score -9397343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 5366.808105
	Iteration 40F: 3 clusters Score -9397346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9397340.000000 Penalty: 5366.808105
	Iteration 41Q: 3 clusters Score -9397340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -9397357.000000 Penalty: 5366.808105
	Iteration 42Q: 3 clusters Score -9397357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9397361.000000 Penalty: 5366.808105
	Iteration 43Q: 3 clusters Score -9397361 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9397370.000000 Penalty: 5366.808105
	Iteration 44Q: 3 clusters Score -9397370 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -9397360.000000 Penalty: 5366.808105
	Iteration 45Q: 3 clusters Score -9397360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9397366.000000 Penalty: 5366.808105
	Iteration 46Q: 3 clusters Score -9397366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 5366.808105
	Iteration 47Q: 3 clusters Score -9397363 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9397348.000000 Penalty: 5366.808105
	Iteration 48Q: 3 clusters Score -9397348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -9397355.000000 Penalty: 5366.808105
	Iteration 49Q: 3 clusters Score -9397355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -9397366.000000 Penalty: 5366.808105
	Iteration 50Q: 3 clusters Score -9397366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -9397356.000000 Penalty: 5366.808105
	Iteration 51Q: 3 clusters Score -9397356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9397369.000000 Penalty: 5366.808105
	Iteration 52Q: 3 clusters Score -9397369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9397367.000000 Penalty: 5366.808105
	Iteration 53Q: 3 clusters Score -9397367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9397378.000000 Penalty: 5366.808105
	Iteration 54Q: 3 clusters Score -9397378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -9397377.000000 Penalty: 5366.808105
	Iteration 55Q: 3 clusters Score -9397377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9397366.000000 Penalty: 5366.808105
	Iteration 56Q: 3 clusters Score -9397366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9397379.000000 Penalty: 5366.808105
	Iteration 57Q: 3 clusters Score -9397379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -9397381.000000 Penalty: 5366.808105
	Iteration 58Q: 3 clusters Score -9397381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -9397389.000000 Penalty: 5366.808105
	Iteration 59Q: 3 clusters Score -9397389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -9397383.000000 Penalty: 5366.808105
	Iteration 60F: 3 clusters Score -9397383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9397384.000000 Penalty: 5366.808105
	Iteration 61Q: 3 clusters Score -9397384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -9397369.000000 Penalty: 5366.808105
	Iteration 62Q: 3 clusters Score -9397369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -9397372.000000 Penalty: 5366.808105
	Iteration 63Q: 3 clusters Score -9397372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9397388.000000 Penalty: 5366.808105
	Iteration 64Q: 3 clusters Score -9397388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -9397358.000000 Penalty: 5366.808105
	Iteration 65Q: 3 clusters Score -9397358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9397377.000000 Penalty: 5366.808105
	Iteration 66Q: 3 clusters Score -9397377 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9397366.000000 Penalty: 5366.808105
	Iteration 67Q: 3 clusters Score -9397366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -9397385.000000 Penalty: 5366.808105
	Iteration 68Q: 3 clusters Score -9397385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9397390.000000 Penalty: 5366.808105
	Iteration 69Q: 3 clusters Score -9397390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -9397392.000000 Penalty: 5366.808105
	Iteration 70Q: 3 clusters Score -9397392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -9397410.000000 Penalty: 5366.808105
	Iteration 71Q: 3 clusters Score -9397410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -9397384.000000 Penalty: 5366.808105
	Iteration 72Q: 3 clusters Score -9397384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -9397373.000000 Penalty: 5366.808105
	Iteration 73Q: 3 clusters Score -9397373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -9397379.000000 Penalty: 5366.808105
	Iteration 74Q: 3 clusters Score -9397379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -9397372.000000 Penalty: 5366.808105
	Iteration 75Q: 3 clusters Score -9397372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -9397379.000000 Penalty: 5366.808105
	Iteration 76Q: 3 clusters Score -9397379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -9397384.000000 Penalty: 5366.808105
	Iteration 77Q: 3 clusters Score -9397384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9397391.000000 Penalty: 5366.808105
	Iteration 78Q: 3 clusters Score -9397391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -9397387.000000 Penalty: 5366.808105
	Iteration 79Q: 3 clusters Score -9397387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9397387.000000 Penalty: 5366.808105
	Iteration 80F: 3 clusters Score -9397387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -9397371.000000 Penalty: 5366.808105
	Iteration 81Q: 3 clusters Score -9397371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -9397386.000000 Penalty: 5366.808105
	Iteration 82Q: 3 clusters Score -9397386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -9397372.000000 Penalty: 5366.808105
	Iteration 83Q: 3 clusters Score -9397372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -9397359.000000 Penalty: 5366.808105
	Iteration 84Q: 3 clusters Score -9397359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9397367.000000 Penalty: 5366.808105
	Iteration 85Q: 3 clusters Score -9397367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9397353.000000 Penalty: 5366.808105
	Iteration 86Q: 3 clusters Score -9397353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9397354.000000 Penalty: 5366.808105
	Iteration 87Q: 3 clusters Score -9397354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9397355.000000 Penalty: 5366.808105
	Iteration 88Q: 3 clusters Score -9397355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -9397367.000000 Penalty: 5366.808105
	Iteration 89Q: 3 clusters Score -9397367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -9397367.000000 Penalty: 5366.808105
	Iteration 90Q: 3 clusters Score -9397367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -9397365.000000 Penalty: 5366.808105
	Iteration 91Q: 3 clusters Score -9397365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 5366.808105
	Iteration 92Q: 3 clusters Score -9397363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -9397362.000000 Penalty: 5366.808105
	Iteration 93Q: 3 clusters Score -9397362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9397381.000000 Penalty: 5366.808105
	Iteration 94Q: 3 clusters Score -9397381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9397391.000000 Penalty: 5366.808105
	Iteration 95Q: 3 clusters Score -9397391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9397410.000000 Penalty: 5366.808105
	Iteration 96Q: 3 clusters Score -9397410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -9397414.000000 Penalty: 5366.808105
	Iteration 97Q: 3 clusters Score -9397414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9397406.000000 Penalty: 5366.808105
	Iteration 98Q: 3 clusters Score -9397406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -9397414.000000 Penalty: 5366.808105
	Iteration 99Q: 3 clusters Score -9397414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -9397415.000000 Penalty: 5366.808105
	Iteration 100F: 3 clusters Score -9397415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9397415.000000 Penalty: 5366.808105
	Iteration 101Q: 3 clusters Score -9397415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -9397417.000000 Penalty: 5366.808105
	Iteration 102Q: 3 clusters Score -9397417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9397403.000000 Penalty: 5366.808105
	Iteration 103Q: 3 clusters Score -9397403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9397408.000000 Penalty: 5366.808105
	Iteration 104Q: 3 clusters Score -9397408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -9397406.000000 Penalty: 5366.808105
	Iteration 105Q: 3 clusters Score -9397406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9397407.000000 Penalty: 5366.808105
	Iteration 106Q: 3 clusters Score -9397407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -9397391.000000 Penalty: 5366.808105
	Iteration 107Q: 3 clusters Score -9397391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -9397404.000000 Penalty: 5366.808105
	Iteration 108Q: 3 clusters Score -9397404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9397391.000000 Penalty: 5366.808105
	Iteration 109Q: 3 clusters Score -9397391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -9397371.000000 Penalty: 5366.808105
	Iteration 110Q: 3 clusters Score -9397371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9397363.000000 Penalty: 5366.808105
	Iteration 111Q: 3 clusters Score -9397363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -9397354.000000 Penalty: 5366.808105
	Iteration 112Q: 3 clusters Score -9397354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9397351.000000 Penalty: 5366.808105
	Iteration 113Q: 3 clusters Score -9397351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -9397346.000000 Penalty: 5366.808105
	Iteration 114Q: 3 clusters Score -9397346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9397339.000000 Penalty: 5366.808105
	Iteration 115Q: 3 clusters Score -9397339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -9397336.000000 Penalty: 5366.808105
	Iteration 116Q: 3 clusters Score -9397336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -9397332.000000 Penalty: 5366.808105
	Iteration 117Q: 3 clusters Score -9397332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9397330.000000 Penalty: 5366.808105
	Iteration 118Q: 3 clusters Score -9397330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9397330.000000 Penalty: 5366.808105
	Iteration 119F: 3 clusters Score -9397330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (49654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Entering Unmasked Estep 
Score: -9315835.000000 Penalty: 2681.582764
	Iteration 0F: 2 clusters Score -9315835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -9284614.000000 Penalty: 5363.165527
	Iteration 0F: 3 clusters Score -9284614 nChanged 22951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -9297215.000000 Penalty: 5363.165527
	Iteration 1F: 3 clusters Score -9297215 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -9297876.000000 Penalty: 5363.165527
	Iteration 2Q: 3 clusters Score -9297876 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -9298638.000000 Penalty: 5363.165527
	Iteration 3Q: 3 clusters Score -9298638 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -9299489.000000 Penalty: 5363.165527
	Iteration 4Q: 3 clusters Score -9299489 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -9300613.000000 Penalty: 5363.165527
	Iteration 5F: 3 clusters Score -9300613 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -9302062.000000 Penalty: 5363.165527
	Iteration 6F: 3 clusters Score -9302062 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -9304186.000000 Penalty: 5363.165527
	Iteration 7F: 3 clusters Score -9304186 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -9306655.000000 Penalty: 5363.165527
	Iteration 8F: 3 clusters Score -9306655 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -9309139.000000 Penalty: 5363.165527
	Iteration 9F: 3 clusters Score -9309139 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -9311262.000000 Penalty: 5363.165527
	Iteration 10F: 3 clusters Score -9311262 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -9312468.000000 Penalty: 5363.165527
	Iteration 11Q: 3 clusters Score -9312468 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9313060.000000 Penalty: 5363.165527
	Iteration 12Q: 3 clusters Score -9313060 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9313316.000000 Penalty: 5363.165527
	Iteration 13Q: 3 clusters Score -9313316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9313416.000000 Penalty: 5363.165527
	Iteration 14Q: 3 clusters Score -9313416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9313506.000000 Penalty: 5363.165527
	Iteration 15Q: 3 clusters Score -9313506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9313523.000000 Penalty: 5363.165527
	Iteration 16Q: 3 clusters Score -9313523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9313531.000000 Penalty: 5363.165527
	Iteration 17Q: 3 clusters Score -9313531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9313543.000000 Penalty: 5363.165527
	Iteration 18Q: 3 clusters Score -9313543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9313555.000000 Penalty: 5363.165527
	Iteration 19Q: 3 clusters Score -9313555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9313572.000000 Penalty: 5363.165527
	Iteration 20F: 3 clusters Score -9313572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9313583.000000 Penalty: 5363.165527
	Iteration 21Q: 3 clusters Score -9313583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9313594.000000 Penalty: 5363.165527
	Iteration 22Q: 3 clusters Score -9313594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9313595.000000 Penalty: 5363.165527
	Iteration 23Q: 3 clusters Score -9313595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9313596.000000 Penalty: 5363.165527
	Iteration 24Q: 3 clusters Score -9313596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9313606.000000 Penalty: 5363.165527
	Iteration 25Q: 3 clusters Score -9313606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49386 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9313604.000000 Penalty: 5363.165527
	Iteration 26Q: 3 clusters Score -9313604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9313599.000000 Penalty: 5363.165527
	Iteration 27Q: 3 clusters Score -9313599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9313600.000000 Penalty: 5363.165527
	Iteration 28Q: 3 clusters Score -9313600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9313599.000000 Penalty: 5363.165527
	Iteration 29Q: 3 clusters Score -9313599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9313599.000000 Penalty: 5363.165527
	Iteration 30F: 3 clusters Score -9313599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6638 members 
Mstep: Class 4 contains 38981 members 
Mstep: Class 5 contains 4392 members 
Mstep: Class 6 contains 5459 members 
Mstep: Class 7 contains 44240 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39908 members 
Mstep: Class 10 contains 46854 members 
Mstep: Class 11 contains 6920 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43571 members 
Mstep: Class 14 contains 16924 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19176 members 
Mstep: Class 17 contains 25002 members 
Mstep: Class 18 contains 47610 members 
Mstep: Class 19 contains 24377 members 
Mstep: Class 20 contains 39764 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48042 members 
Mstep: Class 23 contains 27350 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46162 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49482 members 
Mstep: Class 28 contains 2940 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37072 members 
Mstep: Class 31 contains 17034 members 
Mstep: Class 32 contains 50020 members 
Mstep: Class 33 contains 49654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174800.000000 Penalty: 110674.398438
Iteration 399Q: 34 clusters Score -1.371748e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 38957 members 
Mstep: Class 5 contains 4393 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44306 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39835 members 
Mstep: Class 10 contains 46862 members 
Mstep: Class 11 contains 6911 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 24997 members 
Mstep: Class 18 contains 47541 members 
Mstep: Class 19 contains 24396 members 
Mstep: Class 20 contains 39759 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47995 members 
Mstep: Class 23 contains 27335 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46155 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49531 members 
Mstep: Class 28 contains 2935 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37199 members 
Mstep: Class 31 contains 17001 members 
Mstep: Class 32 contains 50055 members 
Mstep: Class 33 contains 49667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174816.000000 Penalty: 110674.398438
Iteration 400F: 34 clusters Score -1.371748e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 38919 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44354 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39766 members 
Mstep: Class 10 contains 46870 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43557 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19126 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 47515 members 
Mstep: Class 19 contains 24444 members 
Mstep: Class 20 contains 39778 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 47967 members 
Mstep: Class 23 contains 27317 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46156 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49523 members 
Mstep: Class 28 contains 2929 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37314 members 
Mstep: Class 31 contains 16965 members 
Mstep: Class 32 contains 50014 members 
Mstep: Class 33 contains 49734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174768.000000 Penalty: 110674.398438
Iteration 401Q: 34 clusters Score -1.371748e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 38899 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44367 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39696 members 
Mstep: Class 10 contains 46882 members 
Mstep: Class 11 contains 6901 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43562 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19095 members 
Mstep: Class 17 contains 24977 members 
Mstep: Class 18 contains 47473 members 
Mstep: Class 19 contains 24455 members 
Mstep: Class 20 contains 39777 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48003 members 
Mstep: Class 23 contains 27289 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46164 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49496 members 
Mstep: Class 28 contains 2926 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 37438 members 
Mstep: Class 31 contains 16911 members 
Mstep: Class 32 contains 50042 members 
Mstep: Class 33 contains 49784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174960.000000 Penalty: 110674.398438
Iteration 402Q: 34 clusters Score -1.37175e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 38881 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44372 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39647 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 6899 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43570 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19062 members 
Mstep: Class 17 contains 24964 members 
Mstep: Class 18 contains 47427 members 
Mstep: Class 19 contains 24471 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48033 members 
Mstep: Class 23 contains 27241 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46178 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49498 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37531 members 
Mstep: Class 31 contains 16852 members 
Mstep: Class 32 contains 50067 members 
Mstep: Class 33 contains 49840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175024.000000 Penalty: 110674.398438
Iteration 403Q: 34 clusters Score -1.37175e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 38864 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44366 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39586 members 
Mstep: Class 10 contains 46927 members 
Mstep: Class 11 contains 6896 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19035 members 
Mstep: Class 17 contains 24957 members 
Mstep: Class 18 contains 47419 members 
Mstep: Class 19 contains 24494 members 
Mstep: Class 20 contains 39806 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48026 members 
Mstep: Class 23 contains 27205 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46181 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49461 members 
Mstep: Class 28 contains 2914 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 37620 members 
Mstep: Class 31 contains 16793 members 
Mstep: Class 32 contains 50117 members 
Mstep: Class 33 contains 49889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175072.000000 Penalty: 110674.398438
Iteration 404Q: 34 clusters Score -1.371751e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 38839 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 44342 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39532 members 
Mstep: Class 10 contains 46956 members 
Mstep: Class 11 contains 6894 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43566 members 
Mstep: Class 14 contains 16938 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 19017 members 
Mstep: Class 17 contains 24951 members 
Mstep: Class 18 contains 47432 members 
Mstep: Class 19 contains 24519 members 
Mstep: Class 20 contains 39816 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 48027 members 
Mstep: Class 23 contains 27167 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46192 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49494 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 1787 members 
Mstep: Class 30 contains 37707 members 
Mstep: Class 31 contains 16729 members 
Mstep: Class 32 contains 50118 members 
Mstep: Class 33 contains 49906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174752.000000 Penalty: 110674.398438
Iteration 405Q: 34 clusters Score -1.371748e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 38823 members 
Mstep: Class 5 contains 4386 members 
Mstep: Class 6 contains 5479 members 
Mstep: Class 7 contains 44334 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39488 members 
Mstep: Class 10 contains 46962 members 
Mstep: Class 11 contains 6891 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43559 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18996 members 
Mstep: Class 17 contains 24944 members 
Mstep: Class 18 contains 47469 members 
Mstep: Class 19 contains 24538 members 
Mstep: Class 20 contains 39817 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48000 members 
Mstep: Class 23 contains 27130 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46208 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49483 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 37805 members 
Mstep: Class 31 contains 16666 members 
Mstep: Class 32 contains 50162 members 
Mstep: Class 33 contains 49918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174816.000000 Penalty: 110674.398438
Iteration 406Q: 34 clusters Score -1.371748e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 38808 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39454 members 
Mstep: Class 10 contains 46977 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 16935 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18978 members 
Mstep: Class 17 contains 24945 members 
Mstep: Class 18 contains 47507 members 
Mstep: Class 19 contains 24554 members 
Mstep: Class 20 contains 39805 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47975 members 
Mstep: Class 23 contains 27104 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46213 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49477 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 37917 members 
Mstep: Class 31 contains 16606 members 
Mstep: Class 32 contains 50167 members 
Mstep: Class 33 contains 49916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174800.000000 Penalty: 110674.398438
Iteration 407Q: 34 clusters Score -1.371748e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6671 members 
Mstep: Class 4 contains 38794 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 44342 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39430 members 
Mstep: Class 10 contains 46974 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43569 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18951 members 
Mstep: Class 17 contains 24944 members 
Mstep: Class 18 contains 47492 members 
Mstep: Class 19 contains 24569 members 
Mstep: Class 20 contains 39796 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47997 members 
Mstep: Class 23 contains 27079 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46219 members 
Mstep: Class 26 contains 2144 members 
Mstep: Class 27 contains 49461 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 38029 members 
Mstep: Class 31 contains 16537 members 
Mstep: Class 32 contains 50191 members 
Mstep: Class 33 contains 49931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174736.000000 Penalty: 110674.398438
Iteration 408Q: 34 clusters Score -1.371747e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 38771 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5480 members 
Mstep: Class 7 contains 44351 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 39382 members 
Mstep: Class 10 contains 46969 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43577 members 
Mstep: Class 14 contains 16940 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18942 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 47514 members 
Mstep: Class 19 contains 24599 members 
Mstep: Class 20 contains 39782 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47987 members 
Mstep: Class 23 contains 27047 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46228 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49432 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 38167 members 
Mstep: Class 31 contains 16465 members 
Mstep: Class 32 contains 50200 members 
Mstep: Class 33 contains 49954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174736.000000 Penalty: 110674.398438
Iteration 409Q: 34 clusters Score -1.371747e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 38748 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 44364 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39353 members 
Mstep: Class 10 contains 47001 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43565 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18917 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 24623 members 
Mstep: Class 20 contains 39776 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47973 members 
Mstep: Class 23 contains 27022 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46231 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49380 members 
Mstep: Class 28 contains 2896 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 38291 members 
Mstep: Class 31 contains 16395 members 
Mstep: Class 32 contains 50234 members 
Mstep: Class 33 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174688.000000 Penalty: 110674.398438
Iteration 410Q: 34 clusters Score -1.371747e+08 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 38732 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 44323 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39299 members 
Mstep: Class 10 contains 47026 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43557 members 
Mstep: Class 14 contains 16937 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18895 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 47513 members 
Mstep: Class 19 contains 24666 members 
Mstep: Class 20 contains 39766 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48024 members 
Mstep: Class 23 contains 26992 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46243 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49321 members 
Mstep: Class 28 contains 2897 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 38420 members 
Mstep: Class 31 contains 16314 members 
Mstep: Class 32 contains 50277 members 
Mstep: Class 33 contains 50016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174848.000000 Penalty: 110674.398438
Iteration 411Q: 34 clusters Score -1.371748e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 38722 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 44253 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39255 members 
Mstep: Class 10 contains 47039 members 
Mstep: Class 11 contains 6878 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43553 members 
Mstep: Class 14 contains 16934 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18877 members 
Mstep: Class 17 contains 24940 members 
Mstep: Class 18 contains 47564 members 
Mstep: Class 19 contains 24708 members 
Mstep: Class 20 contains 39751 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48033 members 
Mstep: Class 23 contains 26975 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46260 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49290 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 38552 members 
Mstep: Class 31 contains 16223 members 
Mstep: Class 32 contains 50246 members 
Mstep: Class 33 contains 50085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175168.000000 Penalty: 110674.398438
Iteration 412Q: 34 clusters Score -1.371752e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6673 members 
Mstep: Class 4 contains 38716 members 
Mstep: Class 5 contains 4379 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 44191 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39221 members 
Mstep: Class 10 contains 47035 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43548 members 
Mstep: Class 14 contains 16934 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18866 members 
Mstep: Class 17 contains 24940 members 
Mstep: Class 18 contains 47565 members 
Mstep: Class 19 contains 24721 members 
Mstep: Class 20 contains 39754 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48070 members 
Mstep: Class 23 contains 26953 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46261 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49309 members 
Mstep: Class 28 contains 2906 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 38686 members 
Mstep: Class 31 contains 16137 members 
Mstep: Class 32 contains 50168 members 
Mstep: Class 33 contains 50173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175152.000000 Penalty: 110674.398438
Iteration 413Q: 34 clusters Score -1.371752e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6675 members 
Mstep: Class 4 contains 38702 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5476 members 
Mstep: Class 7 contains 44148 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39175 members 
Mstep: Class 10 contains 47054 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43542 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 47560 members 
Mstep: Class 19 contains 24751 members 
Mstep: Class 20 contains 39751 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48114 members 
Mstep: Class 23 contains 26945 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46242 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49322 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 38828 members 
Mstep: Class 31 contains 16066 members 
Mstep: Class 32 contains 50105 members 
Mstep: Class 33 contains 50218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175120.000000 Penalty: 110674.398438
Iteration 414Q: 34 clusters Score -1.371751e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6679 members 
Mstep: Class 4 contains 38684 members 
Mstep: Class 5 contains 4377 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 44090 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39139 members 
Mstep: Class 10 contains 47064 members 
Mstep: Class 11 contains 6884 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43544 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18835 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 47613 members 
Mstep: Class 19 contains 24780 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48117 members 
Mstep: Class 23 contains 26931 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46229 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49338 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 38949 members 
Mstep: Class 31 contains 16005 members 
Mstep: Class 32 contains 50078 members 
Mstep: Class 33 contains 50234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175104.000000 Penalty: 110674.398438
Iteration 415Q: 34 clusters Score -1.371751e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6681 members 
Mstep: Class 4 contains 38662 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44048 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39086 members 
Mstep: Class 10 contains 47047 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43528 members 
Mstep: Class 14 contains 16927 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18817 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 47624 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 39751 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48154 members 
Mstep: Class 23 contains 26903 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46237 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49369 members 
Mstep: Class 28 contains 2908 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 39074 members 
Mstep: Class 31 contains 15947 members 
Mstep: Class 32 contains 50131 members 
Mstep: Class 33 contains 50198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174912.000000 Penalty: 110674.398438
Iteration 416Q: 34 clusters Score -1.371749e+08 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6686 members 
Mstep: Class 4 contains 38639 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44025 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39063 members 
Mstep: Class 10 contains 46968 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43522 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18808 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 24861 members 
Mstep: Class 20 contains 39747 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48162 members 
Mstep: Class 23 contains 26872 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46243 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49466 members 
Mstep: Class 28 contains 2909 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 39189 members 
Mstep: Class 31 contains 15878 members 
Mstep: Class 32 contains 50119 members 
Mstep: Class 33 contains 50166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174496.000000 Penalty: 110674.398438
Iteration 417Q: 34 clusters Score -1.371745e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 38616 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44027 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39037 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43519 members 
Mstep: Class 14 contains 16933 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18785 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 47721 members 
Mstep: Class 19 contains 24882 members 
Mstep: Class 20 contains 39736 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48107 members 
Mstep: Class 23 contains 26860 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46257 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49573 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 39307 members 
Mstep: Class 31 contains 15818 members 
Mstep: Class 32 contains 50158 members 
Mstep: Class 33 contains 50126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174768.000000 Penalty: 110674.398438
Iteration 418Q: 34 clusters Score -1.371748e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 38589 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 44067 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 39001 members 
Mstep: Class 10 contains 46869 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43521 members 
Mstep: Class 14 contains 16934 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18775 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 47680 members 
Mstep: Class 19 contains 24915 members 
Mstep: Class 20 contains 39725 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48037 members 
Mstep: Class 23 contains 26835 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46245 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49653 members 
Mstep: Class 28 contains 2910 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 39449 members 
Mstep: Class 31 contains 15740 members 
Mstep: Class 32 contains 50232 members 
Mstep: Class 33 contains 50079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174656.000000 Penalty: 110674.398438
Iteration 419Q: 34 clusters Score -1.371747e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6695 members 
Mstep: Class 4 contains 38555 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44092 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38961 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43515 members 
Mstep: Class 14 contains 16932 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18762 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 47604 members 
Mstep: Class 19 contains 24965 members 
Mstep: Class 20 contains 39726 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47998 members 
Mstep: Class 23 contains 26813 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46241 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49720 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 39560 members 
Mstep: Class 31 contains 15666 members 
Mstep: Class 32 contains 50311 members 
Mstep: Class 33 contains 50073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174880.000000 Penalty: 110674.398438
Iteration 420F: 34 clusters Score -1.371749e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 38534 members 
Mstep: Class 5 contains 4381 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38876 members 
Mstep: Class 10 contains 46838 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43511 members 
Mstep: Class 14 contains 16922 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18753 members 
Mstep: Class 17 contains 24874 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 25008 members 
Mstep: Class 20 contains 39720 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47955 members 
Mstep: Class 23 contains 26799 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46233 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49764 members 
Mstep: Class 28 contains 2920 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 39643 members 
Mstep: Class 31 contains 15600 members 
Mstep: Class 32 contains 50405 members 
Mstep: Class 33 contains 50097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174848.000000 Penalty: 110674.398438
Iteration 421Q: 34 clusters Score -1.371748e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 38509 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44151 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38787 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 6880 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43506 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18741 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 47517 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 20 contains 39729 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47969 members 
Mstep: Class 23 contains 26788 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46233 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49696 members 
Mstep: Class 28 contains 2921 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 39757 members 
Mstep: Class 31 contains 15532 members 
Mstep: Class 32 contains 50475 members 
Mstep: Class 33 contains 50130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174752.000000 Penalty: 110674.398438
Iteration 422Q: 34 clusters Score -1.371748e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 38480 members 
Mstep: Class 5 contains 4380 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44161 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38734 members 
Mstep: Class 10 contains 46862 members 
Mstep: Class 11 contains 6875 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43499 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18728 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 47521 members 
Mstep: Class 19 contains 25111 members 
Mstep: Class 20 contains 39734 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 47970 members 
Mstep: Class 23 contains 26768 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46233 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49637 members 
Mstep: Class 28 contains 2915 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 39865 members 
Mstep: Class 31 contains 15468 members 
Mstep: Class 32 contains 50481 members 
Mstep: Class 33 contains 50194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174880.000000 Penalty: 110674.398438
Iteration 423Q: 34 clusters Score -1.371749e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6692 members 
Mstep: Class 4 contains 38460 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44161 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38689 members 
Mstep: Class 10 contains 46852 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43493 members 
Mstep: Class 14 contains 16910 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18714 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 18 contains 47537 members 
Mstep: Class 19 contains 25150 members 
Mstep: Class 20 contains 39734 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48022 members 
Mstep: Class 23 contains 26762 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46216 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49529 members 
Mstep: Class 28 contains 2911 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 39959 members 
Mstep: Class 31 contains 15413 members 
Mstep: Class 32 contains 50504 members 
Mstep: Class 33 contains 50256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174768.000000 Penalty: 110674.398438
Iteration 424Q: 34 clusters Score -1.371748e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 38441 members 
Mstep: Class 5 contains 4378 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38646 members 
Mstep: Class 10 contains 46853 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43485 members 
Mstep: Class 14 contains 16911 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18701 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 47593 members 
Mstep: Class 19 contains 25188 members 
Mstep: Class 20 contains 39733 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48038 members 
Mstep: Class 23 contains 26753 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46206 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49437 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40046 members 
Mstep: Class 31 contains 15365 members 
Mstep: Class 32 contains 50503 members 
Mstep: Class 33 contains 50295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175152.000000 Penalty: 110674.398438
Iteration 425Q: 34 clusters Score -1.371752e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 38418 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44174 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 46847 members 
Mstep: Class 11 contains 6868 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43485 members 
Mstep: Class 14 contains 16909 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18697 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 47682 members 
Mstep: Class 19 contains 25215 members 
Mstep: Class 20 contains 39728 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48028 members 
Mstep: Class 23 contains 26748 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46203 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49355 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 40127 members 
Mstep: Class 31 contains 15310 members 
Mstep: Class 32 contains 50469 members 
Mstep: Class 33 contains 50352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175152.000000 Penalty: 110674.398438
Iteration 426Q: 34 clusters Score -1.371752e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 38399 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 44173 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38567 members 
Mstep: Class 10 contains 46863 members 
Mstep: Class 11 contains 6863 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43485 members 
Mstep: Class 14 contains 16906 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18685 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 47739 members 
Mstep: Class 19 contains 25235 members 
Mstep: Class 20 contains 39737 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48058 members 
Mstep: Class 23 contains 26744 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46184 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49281 members 
Mstep: Class 28 contains 2907 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 40212 members 
Mstep: Class 31 contains 15241 members 
Mstep: Class 32 contains 50448 members 
Mstep: Class 33 contains 50408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175248.000000 Penalty: 110674.398438
Iteration 427Q: 34 clusters Score -1.371752e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 38391 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44156 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38537 members 
Mstep: Class 10 contains 46872 members 
Mstep: Class 11 contains 6859 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43476 members 
Mstep: Class 14 contains 16904 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18672 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 47800 members 
Mstep: Class 19 contains 25255 members 
Mstep: Class 20 contains 39756 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48085 members 
Mstep: Class 23 contains 26734 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46184 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49230 members 
Mstep: Class 28 contains 2904 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 40298 members 
Mstep: Class 31 contains 15166 members 
Mstep: Class 32 contains 50386 members 
Mstep: Class 33 contains 50470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175376.000000 Penalty: 110674.398438
Iteration 428Q: 34 clusters Score -1.371754e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 38379 members 
Mstep: Class 5 contains 4384 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 44170 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38486 members 
Mstep: Class 10 contains 46858 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43465 members 
Mstep: Class 14 contains 16903 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18644 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 47890 members 
Mstep: Class 19 contains 25289 members 
Mstep: Class 20 contains 39770 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48093 members 
Mstep: Class 23 contains 26721 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46183 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49178 members 
Mstep: Class 28 contains 2903 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 40384 members 
Mstep: Class 31 contains 15094 members 
Mstep: Class 32 contains 50350 members 
Mstep: Class 33 contains 50526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175120.000000 Penalty: 110674.398438
Iteration 429Q: 34 clusters Score -1.371751e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 38361 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 5476 members 
Mstep: Class 7 contains 44182 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38437 members 
Mstep: Class 10 contains 46843 members 
Mstep: Class 11 contains 6852 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43457 members 
Mstep: Class 14 contains 16899 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18627 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 47922 members 
Mstep: Class 19 contains 25328 members 
Mstep: Class 20 contains 39776 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48126 members 
Mstep: Class 23 contains 26718 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46179 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 49136 members 
Mstep: Class 28 contains 2901 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 40463 members 
Mstep: Class 31 contains 15028 members 
Mstep: Class 32 contains 50331 members 
Mstep: Class 33 contains 50575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175184.000000 Penalty: 110674.398438
Iteration 430Q: 34 clusters Score -1.371752e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6689 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 4383 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 44189 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38397 members 
Mstep: Class 10 contains 46809 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43448 members 
Mstep: Class 14 contains 16896 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18602 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 47976 members 
Mstep: Class 19 contains 25356 members 
Mstep: Class 20 contains 39787 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48158 members 
Mstep: Class 23 contains 26713 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46178 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 49058 members 
Mstep: Class 28 contains 2901 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 40536 members 
Mstep: Class 31 contains 14966 members 
Mstep: Class 32 contains 50319 members 
Mstep: Class 33 contains 50644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175472.000000 Penalty: 110674.398438
Iteration 431Q: 34 clusters Score -1.371755e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6691 members 
Mstep: Class 4 contains 38347 members 
Mstep: Class 5 contains 4382 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 44192 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38364 members 
Mstep: Class 10 contains 46782 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43443 members 
Mstep: Class 14 contains 16893 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18583 members 
Mstep: Class 17 contains 24863 members 
Mstep: Class 18 contains 48027 members 
Mstep: Class 19 contains 25386 members 
Mstep: Class 20 contains 39803 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48205 members 
Mstep: Class 23 contains 26708 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46160 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 48969 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40581 members 
Mstep: Class 31 contains 14931 members 
Mstep: Class 32 contains 50409 members 
Mstep: Class 33 contains 50615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175376.000000 Penalty: 110674.398438
Iteration 432Q: 34 clusters Score -1.371754e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6694 members 
Mstep: Class 4 contains 38341 members 
Mstep: Class 5 contains 4385 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 38316 members 
Mstep: Class 10 contains 46749 members 
Mstep: Class 11 contains 6855 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43438 members 
Mstep: Class 14 contains 16889 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18568 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 48016 members 
Mstep: Class 19 contains 25413 members 
Mstep: Class 20 contains 39810 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48224 members 
Mstep: Class 23 contains 26700 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46155 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 48981 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40615 members 
Mstep: Class 31 contains 14896 members 
Mstep: Class 32 contains 50467 members 
Mstep: Class 33 contains 50621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175248.000000 Penalty: 110674.398438
Iteration 433Q: 34 clusters Score -1.371752e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6697 members 
Mstep: Class 4 contains 38322 members 
Mstep: Class 5 contains 4389 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44197 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 9 contains 38266 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 6864 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43426 members 
Mstep: Class 14 contains 16886 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18538 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 47986 members 
Mstep: Class 19 contains 25459 members 
Mstep: Class 20 contains 39798 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48242 members 
Mstep: Class 23 contains 26694 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46157 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 48964 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40659 members 
Mstep: Class 31 contains 14856 members 
Mstep: Class 32 contains 50591 members 
Mstep: Class 33 contains 50600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175168.000000 Penalty: 110674.398438
Iteration 434Q: 34 clusters Score -1.371752e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6700 members 
Mstep: Class 4 contains 38307 members 
Mstep: Class 5 contains 4390 members 
Mstep: Class 6 contains 5458 members 
Mstep: Class 7 contains 44172 members 
Mstep: Class 8 contains 737 members 
Mstep: Class 9 contains 38207 members 
Mstep: Class 10 contains 46740 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43413 members 
Mstep: Class 14 contains 16880 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18518 members 
Mstep: Class 17 contains 24849 members 
Mstep: Class 18 contains 48018 members 
Mstep: Class 19 contains 25502 members 
Mstep: Class 20 contains 39803 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48274 members 
Mstep: Class 23 contains 26693 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46159 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 48900 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40697 members 
Mstep: Class 31 contains 14818 members 
Mstep: Class 32 contains 50678 members 
Mstep: Class 33 contains 50617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174768.000000 Penalty: 110674.398438
Iteration 435Q: 34 clusters Score -1.371748e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 38290 members 
Mstep: Class 5 contains 4396 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 44148 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 9 contains 38143 members 
Mstep: Class 10 contains 46706 members 
Mstep: Class 11 contains 6862 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43400 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18500 members 
Mstep: Class 17 contains 24855 members 
Mstep: Class 18 contains 48018 members 
Mstep: Class 19 contains 25556 members 
Mstep: Class 20 contains 39809 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48251 members 
Mstep: Class 23 contains 26698 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46169 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 48860 members 
Mstep: Class 28 contains 2898 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 40727 members 
Mstep: Class 31 contains 14788 members 
Mstep: Class 32 contains 50799 members 
Mstep: Class 33 contains 50640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174896.000000 Penalty: 110674.398438
Iteration 436Q: 34 clusters Score -1.371749e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6710 members 
Mstep: Class 4 contains 38285 members 
Mstep: Class 5 contains 4397 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44151 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 38094 members 
Mstep: Class 10 contains 46650 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43386 members 
Mstep: Class 14 contains 16877 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18486 members 
Mstep: Class 17 contains 24855 members 
Mstep: Class 18 contains 48009 members 
Mstep: Class 19 contains 25600 members 
Mstep: Class 20 contains 39808 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48262 members 
Mstep: Class 23 contains 26691 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46187 members 
Mstep: Class 26 contains 2146 members 
Mstep: Class 27 contains 48811 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40765 members 
Mstep: Class 31 contains 14749 members 
Mstep: Class 32 contains 50902 members 
Mstep: Class 33 contains 50662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175024.000000 Penalty: 110674.398438
Iteration 437Q: 34 clusters Score -1.37175e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6713 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 4398 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44168 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 38022 members 
Mstep: Class 10 contains 46618 members 
Mstep: Class 11 contains 6850 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43376 members 
Mstep: Class 14 contains 16879 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18473 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 47950 members 
Mstep: Class 19 contains 25627 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48266 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46195 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 48853 members 
Mstep: Class 28 contains 2901 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40787 members 
Mstep: Class 31 contains 14721 members 
Mstep: Class 32 contains 50975 members 
Mstep: Class 33 contains 50688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174672.000000 Penalty: 110674.398438
Iteration 438Q: 34 clusters Score -1.371747e+08 nChanged 1173
Entering ConstructFrom: 
Score: -137174672.000000 Penalty: 110674.398438
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 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 218 members 
Entering Unmasked Estep 
Score: -36457.132812 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36457.13 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36820.246094 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36820.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36947.175781 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -36947.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37020.351562 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37020.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37050.890625 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37050.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37052.921875 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37052.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37084.441406 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37084.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -37100.421875 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37100.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37114.019531 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37114.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37114.019531 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -37114.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 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 343 members 
Entering Unmasked Estep 
Score: -85309.296875 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85309.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85781.359375 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85781.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -85945.218750 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -85945.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -86058.531250 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -86058.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86149.890625 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86149.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -86246.562500 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86246.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -86343.320312 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86343.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -86477.148438 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86477.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -86609.031250 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86609.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -86738.937500 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86738.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86809.406250 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86809.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86903.140625 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86903.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86934.023438 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86934.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -86945.125000 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86945.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86952.312500 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86952.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86956.234375 Penalty: 3256.371582
	Iteration 15F: 3 clusters Score -86956.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -86981.515625 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -86981.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87008.625000 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -87008.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -87008.625000 Penalty: 3256.371582
	Iteration 18F: 3 clusters Score -87008.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 399 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44188 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37956 members 
Mstep: Class 10 contains 46570 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43370 members 
Mstep: Class 14 contains 16880 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18457 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 47882 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48304 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46200 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 48894 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40805 members 
Mstep: Class 31 contains 14687 members 
Mstep: Class 32 contains 51039 members 
Mstep: Class 33 contains 50714 members 
Mstep: Class 34 contains 311 members 
Entering Unmasked Estep 
Score: -137173120.000000 Penalty: 114028.171875
Splitting cluster 2 changes total score from -137174672.000000 to -137173120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Entering Unmasked Estep 
Score: -1241152.750000 Penalty: 2185.363525
	Iteration 0F: 2 clusters Score -1241153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1235576.125000 Penalty: 4370.727051
	Iteration 0F: 3 clusters Score -1235576 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1236919.750000 Penalty: 4370.727051
	Iteration 1F: 3 clusters Score -1236920 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1237157.625000 Penalty: 4370.727051
	Iteration 2F: 3 clusters Score -1237158 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1237313.625000 Penalty: 4370.727051
	Iteration 3Q: 3 clusters Score -1237314 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1237416.375000 Penalty: 4370.727051
	Iteration 4Q: 3 clusters Score -1237416 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1237474.875000 Penalty: 4370.727051
	Iteration 5Q: 3 clusters Score -1237475 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1237515.500000 Penalty: 4370.727051
	Iteration 6Q: 3 clusters Score -1237516 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1237546.875000 Penalty: 4370.727051
	Iteration 7Q: 3 clusters Score -1237547 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1237576.375000 Penalty: 4370.727051
	Iteration 8Q: 3 clusters Score -1237576 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1237600.125000 Penalty: 4370.727051
	Iteration 9Q: 3 clusters Score -1237600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1237617.500000 Penalty: 4370.727051
	Iteration 10Q: 3 clusters Score -1237618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1237636.875000 Penalty: 4370.727051
	Iteration 11Q: 3 clusters Score -1237637 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1237657.750000 Penalty: 4370.727051
	Iteration 12Q: 3 clusters Score -1237658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1237683.250000 Penalty: 4370.727051
	Iteration 13Q: 3 clusters Score -1237683 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1237714.875000 Penalty: 4370.727051
	Iteration 14Q: 3 clusters Score -1237715 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1237745.000000 Penalty: 4370.727051
	Iteration 15Q: 3 clusters Score -1237745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1237786.000000 Penalty: 4370.727051
	Iteration 16Q: 3 clusters Score -1237786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1237814.375000 Penalty: 4370.727051
	Iteration 17Q: 3 clusters Score -1237814 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1237847.875000 Penalty: 4370.727051
	Iteration 18Q: 3 clusters Score -1237848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1237880.000000 Penalty: 4370.727051
	Iteration 19Q: 3 clusters Score -1237880 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1237930.375000 Penalty: 4370.727051
	Iteration 20F: 3 clusters Score -1237930 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1237985.625000 Penalty: 4370.727051
	Iteration 21Q: 3 clusters Score -1237986 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1238051.625000 Penalty: 4370.727051
	Iteration 22Q: 3 clusters Score -1238052 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1238134.750000 Penalty: 4370.727051
	Iteration 23Q: 3 clusters Score -1238135 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1238240.500000 Penalty: 4370.727051
	Iteration 24Q: 3 clusters Score -1238240 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1238340.000000 Penalty: 4370.727051
	Iteration 25Q: 3 clusters Score -1238340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1238440.375000 Penalty: 4370.727051
	Iteration 26Q: 3 clusters Score -1238440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1238539.250000 Penalty: 4370.727051
	Iteration 27Q: 3 clusters Score -1238539 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1238625.375000 Penalty: 4370.727051
	Iteration 28Q: 3 clusters Score -1238625 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1238712.250000 Penalty: 4370.727051
	Iteration 29Q: 3 clusters Score -1238712 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1238794.125000 Penalty: 4370.727051
	Iteration 30Q: 3 clusters Score -1238794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1238872.625000 Penalty: 4370.727051
	Iteration 31Q: 3 clusters Score -1238873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1238929.125000 Penalty: 4370.727051
	Iteration 32Q: 3 clusters Score -1238929 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1238976.125000 Penalty: 4370.727051
	Iteration 33Q: 3 clusters Score -1238976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1239019.000000 Penalty: 4370.727051
	Iteration 34Q: 3 clusters Score -1239019 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1239069.625000 Penalty: 4370.727051
	Iteration 35Q: 3 clusters Score -1239070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1239105.125000 Penalty: 4370.727051
	Iteration 36Q: 3 clusters Score -1239105 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1239128.625000 Penalty: 4370.727051
	Iteration 37Q: 3 clusters Score -1239129 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1239143.500000 Penalty: 4370.727051
	Iteration 38Q: 3 clusters Score -1239144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1239154.875000 Penalty: 4370.727051
	Iteration 39Q: 3 clusters Score -1239155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1239164.500000 Penalty: 4370.727051
	Iteration 40F: 3 clusters Score -1239164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1239170.375000 Penalty: 4370.727051
	Iteration 41Q: 3 clusters Score -1239170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1239175.875000 Penalty: 4370.727051
	Iteration 42Q: 3 clusters Score -1239176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1239178.500000 Penalty: 4370.727051
	Iteration 43Q: 3 clusters Score -1239178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1239186.000000 Penalty: 4370.727051
	Iteration 44Q: 3 clusters Score -1239186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1239191.500000 Penalty: 4370.727051
	Iteration 45Q: 3 clusters Score -1239192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1239194.125000 Penalty: 4370.727051
	Iteration 46Q: 3 clusters Score -1239194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1239201.125000 Penalty: 4370.727051
	Iteration 47Q: 3 clusters Score -1239201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1239205.875000 Penalty: 4370.727051
	Iteration 48Q: 3 clusters Score -1239206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1239206.125000 Penalty: 4370.727051
	Iteration 49Q: 3 clusters Score -1239206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1239212.625000 Penalty: 4370.727051
	Iteration 50Q: 3 clusters Score -1239213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1239215.875000 Penalty: 4370.727051
	Iteration 51Q: 3 clusters Score -1239216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1239221.250000 Penalty: 4370.727051
	Iteration 52Q: 3 clusters Score -1239221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1239219.875000 Penalty: 4370.727051
	Iteration 53Q: 3 clusters Score -1239220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1239219.875000 Penalty: 4370.727051
	Iteration 54F: 3 clusters Score -1239220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Entering Unmasked Estep 
Score: -7087496.500000 Penalty: 2617.039307
	Iteration 0F: 2 clusters Score -7087496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -7061788.500000 Penalty: 5234.078613
	Iteration 0F: 3 clusters Score -7061788 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7071223.500000 Penalty: 5234.078613
	Iteration 1F: 3 clusters Score -7071224 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -7071567.500000 Penalty: 5234.078613
	Iteration 2Q: 3 clusters Score -7071568 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7071916.000000 Penalty: 5234.078613
	Iteration 3Q: 3 clusters Score -7071916 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -7072186.500000 Penalty: 5234.078613
	Iteration 4Q: 3 clusters Score -7072186 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -7072467.500000 Penalty: 5234.078613
	Iteration 5Q: 3 clusters Score -7072468 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -7072860.500000 Penalty: 5234.078613
	Iteration 6Q: 3 clusters Score -7072860 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7073421.500000 Penalty: 5234.078613
	Iteration 7Q: 3 clusters Score -7073422 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -7074433.000000 Penalty: 5234.078613
	Iteration 8F: 3 clusters Score -7074433 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -7076056.000000 Penalty: 5234.078613
	Iteration 9F: 3 clusters Score -7076056 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -7078455.000000 Penalty: 5234.078613
	Iteration 10F: 3 clusters Score -7078455 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -7081290.000000 Penalty: 5234.078613
	Iteration 11F: 3 clusters Score -7081290 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7083374.000000 Penalty: 5234.078613
	Iteration 12F: 3 clusters Score -7083374 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7084454.500000 Penalty: 5234.078613
	Iteration 13Q: 3 clusters Score -7084454 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7084927.000000 Penalty: 5234.078613
	Iteration 14Q: 3 clusters Score -7084927 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7085083.000000 Penalty: 5234.078613
	Iteration 15Q: 3 clusters Score -7085083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -7085140.000000 Penalty: 5234.078613
	Iteration 16Q: 3 clusters Score -7085140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -7085164.000000 Penalty: 5234.078613
	Iteration 17Q: 3 clusters Score -7085164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -7085183.500000 Penalty: 5234.078613
	Iteration 18Q: 3 clusters Score -7085184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7085192.000000 Penalty: 5234.078613
	Iteration 19Q: 3 clusters Score -7085192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -7085192.500000 Penalty: 5234.078613
	Iteration 20F: 3 clusters Score -7085192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -815769.250000 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -815769.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -811638.937500 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -811638.9 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -812505.625000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -812505.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -812717.625000 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -812717.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -812863.875000 Penalty: 4161.122070
	Iteration 3F: 3 clusters Score -812863.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -812982.750000 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -812982.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -813062.687500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -813062.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -813127.000000 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -813127 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -813184.812500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -813184.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -813220.750000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -813220.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -813252.062500 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -813252.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -813273.562500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -813273.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -813288.625000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -813288.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -813298.437500 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -813298.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -813308.062500 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -813308.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -813318.437500 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -813318.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -813325.000000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -813325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -813331.125000 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -813331.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -813336.562500 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -813336.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -813341.937500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -813341.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -813347.500000 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -813347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -813356.500000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -813356.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -813364.125000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -813364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -813367.187500 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -813367.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -813369.687500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -813369.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -813370.000000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -813370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -813372.562500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -813372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -813375.625000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -813375.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -813382.500000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -813382.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -813389.312500 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -813389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -813390.750000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -813390.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -813391.750000 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -813391.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -813391.562500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -813391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -813391.875000 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -813391.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -813396.812500 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -813396.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -813397.875000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -813397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -813398.125000 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -813398.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -813399.312500 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -813399.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -813399.875000 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -813399.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -813402.000000 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -813402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -813404.312500 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -813404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -813406.125000 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -813406.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -813408.750000 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -813408.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -813410.687500 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -813410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -813413.875000 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -813413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -813416.125000 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -813416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -813417.312500 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -813417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -813417.062500 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -813417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813418.500000 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -813418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813417.437500 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -813417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813422.000000 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -813422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -813423.937500 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -813423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813424.062500 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -813424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813426.062500 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -813426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813426.187500 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -813426.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -813428.062500 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -813428.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -813427.187500 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -813427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -813428.562500 Penalty: 4161.122070
	Iteration 56Q: 3 clusters Score -813428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -813430.812500 Penalty: 4161.122070
	Iteration 57Q: 3 clusters Score -813430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -813432.562500 Penalty: 4161.122070
	Iteration 58Q: 3 clusters Score -813432.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -813435.312500 Penalty: 4161.122070
	Iteration 59Q: 3 clusters Score -813435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -813435.187500 Penalty: 4161.122070
	Iteration 60F: 3 clusters Score -813435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -813435.875000 Penalty: 4161.122070
	Iteration 61Q: 3 clusters Score -813435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813435.937500 Penalty: 4161.122070
	Iteration 62Q: 3 clusters Score -813435.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813436.687500 Penalty: 4161.122070
	Iteration 63Q: 3 clusters Score -813436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -813436.687500 Penalty: 4161.122070
	Iteration 64F: 3 clusters Score -813436.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Entering Unmasked Estep 
Score: -1021359.000000 Penalty: 2134.544434
	Iteration 0F: 2 clusters Score -1021359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1016553.000000 Penalty: 4269.088867
	Iteration 0F: 3 clusters Score -1016553 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1017627.062500 Penalty: 4269.088867
	Iteration 1F: 3 clusters Score -1017627 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1017821.000000 Penalty: 4269.088867
	Iteration 2F: 3 clusters Score -1017821 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1017935.562500 Penalty: 4269.088867
	Iteration 3Q: 3 clusters Score -1017936 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1018025.312500 Penalty: 4269.088867
	Iteration 4Q: 3 clusters Score -1018025 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1018083.375000 Penalty: 4269.088867
	Iteration 5Q: 3 clusters Score -1018083 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1018130.875000 Penalty: 4269.088867
	Iteration 6Q: 3 clusters Score -1018131 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1018171.437500 Penalty: 4269.088867
	Iteration 7Q: 3 clusters Score -1018171 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1018199.875000 Penalty: 4269.088867
	Iteration 8Q: 3 clusters Score -1018200 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1018224.437500 Penalty: 4269.088867
	Iteration 9Q: 3 clusters Score -1018224 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1018244.000000 Penalty: 4269.088867
	Iteration 10Q: 3 clusters Score -1018244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1018261.625000 Penalty: 4269.088867
	Iteration 11Q: 3 clusters Score -1018262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1018277.062500 Penalty: 4269.088867
	Iteration 12Q: 3 clusters Score -1018277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1018297.125000 Penalty: 4269.088867
	Iteration 13Q: 3 clusters Score -1018297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1018321.875000 Penalty: 4269.088867
	Iteration 14Q: 3 clusters Score -1018322 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1018353.375000 Penalty: 4269.088867
	Iteration 15Q: 3 clusters Score -1018353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1018386.812500 Penalty: 4269.088867
	Iteration 16Q: 3 clusters Score -1018387 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1018418.250000 Penalty: 4269.088867
	Iteration 17Q: 3 clusters Score -1018418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1018455.000000 Penalty: 4269.088867
	Iteration 18Q: 3 clusters Score -1018455 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1018494.812500 Penalty: 4269.088867
	Iteration 19Q: 3 clusters Score -1018495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1018527.312500 Penalty: 4269.088867
	Iteration 20F: 3 clusters Score -1018527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1018566.687500 Penalty: 4269.088867
	Iteration 21Q: 3 clusters Score -1018567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1018618.812500 Penalty: 4269.088867
	Iteration 22Q: 3 clusters Score -1018619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1018676.312500 Penalty: 4269.088867
	Iteration 23Q: 3 clusters Score -1018676 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1018727.500000 Penalty: 4269.088867
	Iteration 24Q: 3 clusters Score -1018728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1018792.562500 Penalty: 4269.088867
	Iteration 25Q: 3 clusters Score -1018793 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1018854.500000 Penalty: 4269.088867
	Iteration 26Q: 3 clusters Score -1018854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1018908.250000 Penalty: 4269.088867
	Iteration 27Q: 3 clusters Score -1018908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1018961.937500 Penalty: 4269.088867
	Iteration 28Q: 3 clusters Score -1018962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1019009.437500 Penalty: 4269.088867
	Iteration 29Q: 3 clusters Score -1019009 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1019062.812500 Penalty: 4269.088867
	Iteration 30Q: 3 clusters Score -1019063 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1019123.312500 Penalty: 4269.088867
	Iteration 31Q: 3 clusters Score -1019123 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1019179.875000 Penalty: 4269.088867
	Iteration 32Q: 3 clusters Score -1019180 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1019242.812500 Penalty: 4269.088867
	Iteration 33Q: 3 clusters Score -1019243 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1019291.812500 Penalty: 4269.088867
	Iteration 34Q: 3 clusters Score -1019292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1019323.375000 Penalty: 4269.088867
	Iteration 35Q: 3 clusters Score -1019323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1019353.375000 Penalty: 4269.088867
	Iteration 36Q: 3 clusters Score -1019353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1019378.500000 Penalty: 4269.088867
	Iteration 37Q: 3 clusters Score -1019378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1019400.250000 Penalty: 4269.088867
	Iteration 38Q: 3 clusters Score -1019400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1019416.250000 Penalty: 4269.088867
	Iteration 39Q: 3 clusters Score -1019416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1019427.000000 Penalty: 4269.088867
	Iteration 40F: 3 clusters Score -1019427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1019439.062500 Penalty: 4269.088867
	Iteration 41Q: 3 clusters Score -1019439 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1019453.625000 Penalty: 4269.088867
	Iteration 42Q: 3 clusters Score -1019454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1019467.312500 Penalty: 4269.088867
	Iteration 43Q: 3 clusters Score -1019467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1019483.812500 Penalty: 4269.088867
	Iteration 44Q: 3 clusters Score -1019484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1019494.062500 Penalty: 4269.088867
	Iteration 45Q: 3 clusters Score -1019494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1019504.000000 Penalty: 4269.088867
	Iteration 46Q: 3 clusters Score -1019504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1019510.500000 Penalty: 4269.088867
	Iteration 47Q: 3 clusters Score -1019510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1019520.687500 Penalty: 4269.088867
	Iteration 48Q: 3 clusters Score -1019521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1019529.062500 Penalty: 4269.088867
	Iteration 49Q: 3 clusters Score -1019529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1019533.375000 Penalty: 4269.088867
	Iteration 50Q: 3 clusters Score -1019533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1019540.312500 Penalty: 4269.088867
	Iteration 51Q: 3 clusters Score -1019540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1019542.000000 Penalty: 4269.088867
	Iteration 52Q: 3 clusters Score -1019542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1019547.687500 Penalty: 4269.088867
	Iteration 53Q: 3 clusters Score -1019548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1019552.562500 Penalty: 4269.088867
	Iteration 54Q: 3 clusters Score -1019553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1019558.687500 Penalty: 4269.088867
	Iteration 55Q: 3 clusters Score -1019559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1019560.187500 Penalty: 4269.088867
	Iteration 56Q: 3 clusters Score -1019560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1019562.750000 Penalty: 4269.088867
	Iteration 57Q: 3 clusters Score -1019563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1019562.187500 Penalty: 4269.088867
	Iteration 58Q: 3 clusters Score -1019562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1019562.187500 Penalty: 4269.088867
	Iteration 59F: 3 clusters Score -1019562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Entering Unmasked Estep 
Score: -8266829.000000 Penalty: 2652.659912
	Iteration 0F: 2 clusters Score -8266829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -8237321.000000 Penalty: 5305.319824
	Iteration 0F: 3 clusters Score -8237321 nChanged 20359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8249182.500000 Penalty: 5305.319824
	Iteration 1F: 3 clusters Score -8249182 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -8250362.500000 Penalty: 5305.319824
	Iteration 2F: 3 clusters Score -8250362 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -8251925.500000 Penalty: 5305.319824
	Iteration 3F: 3 clusters Score -8251926 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -8253953.000000 Penalty: 5305.319824
	Iteration 4F: 3 clusters Score -8253953 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8256259.000000 Penalty: 5305.319824
	Iteration 5F: 3 clusters Score -8256259 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -8258795.500000 Penalty: 5305.319824
	Iteration 6F: 3 clusters Score -8258796 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -8260991.500000 Penalty: 5305.319824
	Iteration 7F: 3 clusters Score -8260992 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8262263.500000 Penalty: 5305.319824
	Iteration 8Q: 3 clusters Score -8262264 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -8262893.500000 Penalty: 5305.319824
	Iteration 9Q: 3 clusters Score -8262894 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8263303.000000 Penalty: 5305.319824
	Iteration 10Q: 3 clusters Score -8263303 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -8263607.500000 Penalty: 5305.319824
	Iteration 11Q: 3 clusters Score -8263608 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -8263967.000000 Penalty: 5305.319824
	Iteration 12Q: 3 clusters Score -8263967 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -8264328.500000 Penalty: 5305.319824
	Iteration 13Q: 3 clusters Score -8264328 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -8264600.000000 Penalty: 5305.319824
	Iteration 14Q: 3 clusters Score -8264600 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8264777.500000 Penalty: 5305.319824
	Iteration 15Q: 3 clusters Score -8264778 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -8264903.000000 Penalty: 5305.319824
	Iteration 16Q: 3 clusters Score -8264903 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -8264952.500000 Penalty: 5305.319824
	Iteration 17Q: 3 clusters Score -8264952 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -8265004.500000 Penalty: 5305.319824
	Iteration 18Q: 3 clusters Score -8265004 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8265021.500000 Penalty: 5305.319824
	Iteration 19Q: 3 clusters Score -8265022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -8265063.500000 Penalty: 5305.319824
	Iteration 20F: 3 clusters Score -8265064 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -8265075.500000 Penalty: 5305.319824
	Iteration 21Q: 3 clusters Score -8265076 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8265083.500000 Penalty: 5305.319824
	Iteration 22Q: 3 clusters Score -8265084 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8265111.000000 Penalty: 5305.319824
	Iteration 23Q: 3 clusters Score -8265111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -8265113.000000 Penalty: 5305.319824
	Iteration 24Q: 3 clusters Score -8265113 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8265110.500000 Penalty: 5305.319824
	Iteration 25Q: 3 clusters Score -8265110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -8265114.000000 Penalty: 5305.319824
	Iteration 26Q: 3 clusters Score -8265114 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -8265123.000000 Penalty: 5305.319824
	Iteration 27Q: 3 clusters Score -8265123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -8265118.500000 Penalty: 5305.319824
	Iteration 28Q: 3 clusters Score -8265118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -8265122.000000 Penalty: 5305.319824
	Iteration 29Q: 3 clusters Score -8265122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -8265116.000000 Penalty: 5305.319824
	Iteration 30Q: 3 clusters Score -8265116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8265124.000000 Penalty: 5305.319824
	Iteration 31Q: 3 clusters Score -8265124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -8265123.000000 Penalty: 5305.319824
	Iteration 32Q: 3 clusters Score -8265123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -8265128.500000 Penalty: 5305.319824
	Iteration 33Q: 3 clusters Score -8265128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -8265121.500000 Penalty: 5305.319824
	Iteration 34Q: 3 clusters Score -8265122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -8265108.500000 Penalty: 5305.319824
	Iteration 35Q: 3 clusters Score -8265108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -8265121.000000 Penalty: 5305.319824
	Iteration 36Q: 3 clusters Score -8265121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -8265122.000000 Penalty: 5305.319824
	Iteration 37Q: 3 clusters Score -8265122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -8265124.000000 Penalty: 5305.319824
	Iteration 38Q: 3 clusters Score -8265124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -8265123.500000 Penalty: 5305.319824
	Iteration 39Q: 3 clusters Score -8265124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -8265121.000000 Penalty: 5305.319824
	Iteration 40F: 3 clusters Score -8265121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -8265112.500000 Penalty: 5305.319824
	Iteration 41Q: 3 clusters Score -8265112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8265122.000000 Penalty: 5305.319824
	Iteration 42Q: 3 clusters Score -8265122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -8265122.000000 Penalty: 5305.319824
	Iteration 43F: 3 clusters Score -8265122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -127718.429688 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -127718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -126058.625000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -126058.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -126358.179688 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -126358.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -126469.671875 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -126469.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -126570.960938 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -126571 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -126640.726562 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -126640.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -126699.992188 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -126700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -126739.625000 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -126739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126770.976562 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -126771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -126808.507812 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -126808.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -126852.859375 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -126852.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -126880.687500 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -126880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126894.085938 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -126894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -126898.648438 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -126898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -126900.476562 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -126900.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -126907.078125 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -126907.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -126918.734375 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -126918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126919.968750 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -126920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126923.156250 Penalty: 3279.572266
	Iteration 17F: 3 clusters Score -126923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -126938.500000 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -126938.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126946.531250 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -126946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -126956.054688 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -126956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126958.289062 Penalty: 3279.572266
	Iteration 21Q: 3 clusters Score -126958.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -126958.289062 Penalty: 3279.572266
	Iteration 22F: 3 clusters Score -126958.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Entering Unmasked Estep 
Score: -7084065.000000 Penalty: 2614.957275
	Iteration 0F: 2 clusters Score -7084065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -7058435.000000 Penalty: 5229.914551
	Iteration 0F: 3 clusters Score -7058435 nChanged 17305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -7068423.500000 Penalty: 5229.914551
	Iteration 1F: 3 clusters Score -7068424 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7069672.000000 Penalty: 5229.914551
	Iteration 2F: 3 clusters Score -7069672 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7071108.500000 Penalty: 5229.914551
	Iteration 3F: 3 clusters Score -7071108 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -7072836.500000 Penalty: 5229.914551
	Iteration 4F: 3 clusters Score -7072836 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -7074829.000000 Penalty: 5229.914551
	Iteration 5F: 3 clusters Score -7074829 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -7076776.000000 Penalty: 5229.914551
	Iteration 6F: 3 clusters Score -7076776 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -7078306.500000 Penalty: 5229.914551
	Iteration 7F: 3 clusters Score -7078306 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -7079125.500000 Penalty: 5229.914551
	Iteration 8Q: 3 clusters Score -7079126 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -7079464.000000 Penalty: 5229.914551
	Iteration 9Q: 3 clusters Score -7079464 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -7079634.000000 Penalty: 5229.914551
	Iteration 10Q: 3 clusters Score -7079634 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -7079776.500000 Penalty: 5229.914551
	Iteration 11Q: 3 clusters Score -7079776 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -7079893.500000 Penalty: 5229.914551
	Iteration 12Q: 3 clusters Score -7079894 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -7080013.000000 Penalty: 5229.914551
	Iteration 13Q: 3 clusters Score -7080013 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7080120.500000 Penalty: 5229.914551
	Iteration 14Q: 3 clusters Score -7080120 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -7080203.000000 Penalty: 5229.914551
	Iteration 15Q: 3 clusters Score -7080203 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -7080294.500000 Penalty: 5229.914551
	Iteration 16Q: 3 clusters Score -7080294 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -7080348.500000 Penalty: 5229.914551
	Iteration 17Q: 3 clusters Score -7080348 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7080416.500000 Penalty: 5229.914551
	Iteration 18Q: 3 clusters Score -7080416 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -7080509.500000 Penalty: 5229.914551
	Iteration 19Q: 3 clusters Score -7080510 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -7080610.500000 Penalty: 5229.914551
	Iteration 20F: 3 clusters Score -7080610 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7080683.000000 Penalty: 5229.914551
	Iteration 21Q: 3 clusters Score -7080683 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7080768.500000 Penalty: 5229.914551
	Iteration 22Q: 3 clusters Score -7080768 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -7080840.000000 Penalty: 5229.914551
	Iteration 23Q: 3 clusters Score -7080840 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -7080928.500000 Penalty: 5229.914551
	Iteration 24Q: 3 clusters Score -7080928 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7081024.500000 Penalty: 5229.914551
	Iteration 25Q: 3 clusters Score -7081024 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -7081105.000000 Penalty: 5229.914551
	Iteration 26Q: 3 clusters Score -7081105 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -7081209.000000 Penalty: 5229.914551
	Iteration 27Q: 3 clusters Score -7081209 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -7081289.500000 Penalty: 5229.914551
	Iteration 28Q: 3 clusters Score -7081290 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -7081343.500000 Penalty: 5229.914551
	Iteration 29Q: 3 clusters Score -7081344 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -7081410.000000 Penalty: 5229.914551
	Iteration 30Q: 3 clusters Score -7081410 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -7081468.000000 Penalty: 5229.914551
	Iteration 31Q: 3 clusters Score -7081468 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -7081540.000000 Penalty: 5229.914551
	Iteration 32Q: 3 clusters Score -7081540 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -7081617.500000 Penalty: 5229.914551
	Iteration 33Q: 3 clusters Score -7081618 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 31865 members 
Entering Unmasked Estep 
Score: -7081695.500000 Penalty: 5229.914551
	Iteration 34Q: 3 clusters Score -7081696 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -7081740.000000 Penalty: 5229.914551
	Iteration 35Q: 3 clusters Score -7081740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -7081765.000000 Penalty: 5229.914551
	Iteration 36Q: 3 clusters Score -7081765 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -7081807.500000 Penalty: 5229.914551
	Iteration 37Q: 3 clusters Score -7081808 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -7081846.500000 Penalty: 5229.914551
	Iteration 38Q: 3 clusters Score -7081846 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7081868.500000 Penalty: 5229.914551
	Iteration 39Q: 3 clusters Score -7081868 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -7081904.000000 Penalty: 5229.914551
	Iteration 40F: 3 clusters Score -7081904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -7081952.500000 Penalty: 5229.914551
	Iteration 41Q: 3 clusters Score -7081952 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7081986.500000 Penalty: 5229.914551
	Iteration 42Q: 3 clusters Score -7081986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7082016.000000 Penalty: 5229.914551
	Iteration 43Q: 3 clusters Score -7082016 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -7082035.500000 Penalty: 5229.914551
	Iteration 44Q: 3 clusters Score -7082036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -7082088.500000 Penalty: 5229.914551
	Iteration 45Q: 3 clusters Score -7082088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7082106.500000 Penalty: 5229.914551
	Iteration 46Q: 3 clusters Score -7082106 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7082122.000000 Penalty: 5229.914551
	Iteration 47Q: 3 clusters Score -7082122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -7082125.500000 Penalty: 5229.914551
	Iteration 48Q: 3 clusters Score -7082126 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -7082132.500000 Penalty: 5229.914551
	Iteration 49Q: 3 clusters Score -7082132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -7082157.000000 Penalty: 5229.914551
	Iteration 50Q: 3 clusters Score -7082157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -7082190.000000 Penalty: 5229.914551
	Iteration 51Q: 3 clusters Score -7082190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -7082197.000000 Penalty: 5229.914551
	Iteration 52Q: 3 clusters Score -7082197 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -7082195.000000 Penalty: 5229.914551
	Iteration 53Q: 3 clusters Score -7082195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -7082210.500000 Penalty: 5229.914551
	Iteration 54Q: 3 clusters Score -7082210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7082209.000000 Penalty: 5229.914551
	Iteration 55Q: 3 clusters Score -7082209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -7082237.000000 Penalty: 5229.914551
	Iteration 56Q: 3 clusters Score -7082237 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -7082244.500000 Penalty: 5229.914551
	Iteration 57Q: 3 clusters Score -7082244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7082242.000000 Penalty: 5229.914551
	Iteration 58Q: 3 clusters Score -7082242 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -7082262.500000 Penalty: 5229.914551
	Iteration 59Q: 3 clusters Score -7082262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7082281.000000 Penalty: 5229.914551
	Iteration 60F: 3 clusters Score -7082281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -7082285.500000 Penalty: 5229.914551
	Iteration 61Q: 3 clusters Score -7082286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -7082279.000000 Penalty: 5229.914551
	Iteration 62Q: 3 clusters Score -7082279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -7082275.500000 Penalty: 5229.914551
	Iteration 63Q: 3 clusters Score -7082276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 34723 members 
Entering Unmasked Estep 
Score: -7082299.500000 Penalty: 5229.914551
	Iteration 64Q: 3 clusters Score -7082300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -7082324.000000 Penalty: 5229.914551
	Iteration 65Q: 3 clusters Score -7082324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -7082322.500000 Penalty: 5229.914551
	Iteration 66Q: 3 clusters Score -7082322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -7082335.000000 Penalty: 5229.914551
	Iteration 67Q: 3 clusters Score -7082335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -7082331.500000 Penalty: 5229.914551
	Iteration 68Q: 3 clusters Score -7082332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7082335.500000 Penalty: 5229.914551
	Iteration 69Q: 3 clusters Score -7082336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -7082338.000000 Penalty: 5229.914551
	Iteration 70Q: 3 clusters Score -7082338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7082340.500000 Penalty: 5229.914551
	Iteration 71Q: 3 clusters Score -7082340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7082352.500000 Penalty: 5229.914551
	Iteration 72Q: 3 clusters Score -7082352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -7082349.000000 Penalty: 5229.914551
	Iteration 73Q: 3 clusters Score -7082349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -7082348.500000 Penalty: 5229.914551
	Iteration 74Q: 3 clusters Score -7082348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7082351.000000 Penalty: 5229.914551
	Iteration 75Q: 3 clusters Score -7082351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -7082364.500000 Penalty: 5229.914551
	Iteration 76Q: 3 clusters Score -7082364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -7082371.500000 Penalty: 5229.914551
	Iteration 77Q: 3 clusters Score -7082372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -7082384.500000 Penalty: 5229.914551
	Iteration 78Q: 3 clusters Score -7082384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -7082373.000000 Penalty: 5229.914551
	Iteration 79Q: 3 clusters Score -7082373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -7082371.500000 Penalty: 5229.914551
	Iteration 80F: 3 clusters Score -7082372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7082375.000000 Penalty: 5229.914551
	Iteration 81Q: 3 clusters Score -7082375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -7082382.500000 Penalty: 5229.914551
	Iteration 82Q: 3 clusters Score -7082382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -7082381.500000 Penalty: 5229.914551
	Iteration 83Q: 3 clusters Score -7082382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -7082371.000000 Penalty: 5229.914551
	Iteration 84Q: 3 clusters Score -7082371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7082372.000000 Penalty: 5229.914551
	Iteration 85Q: 3 clusters Score -7082372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7082370.000000 Penalty: 5229.914551
	Iteration 86Q: 3 clusters Score -7082370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -7082379.500000 Penalty: 5229.914551
	Iteration 87Q: 3 clusters Score -7082380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7082374.500000 Penalty: 5229.914551
	Iteration 88Q: 3 clusters Score -7082374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7082375.000000 Penalty: 5229.914551
	Iteration 89Q: 3 clusters Score -7082375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7082375.000000 Penalty: 5229.914551
	Iteration 90F: 3 clusters Score -7082375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Entering Unmasked Estep 
Score: -8754505.000000 Penalty: 2665.680420
	Iteration 0F: 2 clusters Score -8754505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -8724209.000000 Penalty: 5331.360840
	Iteration 0F: 3 clusters Score -8724209 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8735966.000000 Penalty: 5331.360840
	Iteration 1F: 3 clusters Score -8735966 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -8736408.000000 Penalty: 5331.360840
	Iteration 2Q: 3 clusters Score -8736408 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -8736826.000000 Penalty: 5331.360840
	Iteration 3Q: 3 clusters Score -8736826 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8737134.000000 Penalty: 5331.360840
	Iteration 4Q: 3 clusters Score -8737134 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -8737502.000000 Penalty: 5331.360840
	Iteration 5Q: 3 clusters Score -8737502 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -8737941.000000 Penalty: 5331.360840
	Iteration 6Q: 3 clusters Score -8737941 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -8738421.000000 Penalty: 5331.360840
	Iteration 7Q: 3 clusters Score -8738421 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -8739257.000000 Penalty: 5331.360840
	Iteration 8Q: 3 clusters Score -8739257 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -8740367.000000 Penalty: 5331.360840
	Iteration 9Q: 3 clusters Score -8740367 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -8742175.000000 Penalty: 5331.360840
	Iteration 10F: 3 clusters Score -8742175 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -8744544.000000 Penalty: 5331.360840
	Iteration 11F: 3 clusters Score -8744544 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -8747206.000000 Penalty: 5331.360840
	Iteration 12F: 3 clusters Score -8747206 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8749198.000000 Penalty: 5331.360840
	Iteration 13F: 3 clusters Score -8749198 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8750627.000000 Penalty: 5331.360840
	Iteration 14Q: 3 clusters Score -8750627 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8751550.000000 Penalty: 5331.360840
	Iteration 15Q: 3 clusters Score -8751550 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -8751994.000000 Penalty: 5331.360840
	Iteration 16Q: 3 clusters Score -8751994 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -8752228.000000 Penalty: 5331.360840
	Iteration 17Q: 3 clusters Score -8752228 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -8752355.000000 Penalty: 5331.360840
	Iteration 18Q: 3 clusters Score -8752355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8752399.000000 Penalty: 5331.360840
	Iteration 19Q: 3 clusters Score -8752399 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8752466.000000 Penalty: 5331.360840
	Iteration 20F: 3 clusters Score -8752466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8752491.000000 Penalty: 5331.360840
	Iteration 21Q: 3 clusters Score -8752491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -8752506.000000 Penalty: 5331.360840
	Iteration 22Q: 3 clusters Score -8752506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8752512.000000 Penalty: 5331.360840
	Iteration 23Q: 3 clusters Score -8752512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -8752521.000000 Penalty: 5331.360840
	Iteration 24Q: 3 clusters Score -8752521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -8752527.000000 Penalty: 5331.360840
	Iteration 25Q: 3 clusters Score -8752527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -8752533.000000 Penalty: 5331.360840
	Iteration 26Q: 3 clusters Score -8752533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -8752533.000000 Penalty: 5331.360840
	Iteration 27Q: 3 clusters Score -8752533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8752522.000000 Penalty: 5331.360840
	Iteration 28Q: 3 clusters Score -8752522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8752526.000000 Penalty: 5331.360840
	Iteration 29Q: 3 clusters Score -8752526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8752532.000000 Penalty: 5331.360840
	Iteration 30Q: 3 clusters Score -8752532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8752532.000000 Penalty: 5331.360840
	Iteration 31F: 3 clusters Score -8752532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -1269495.750000 Penalty: 2190.156006
	Iteration 0F: 2 clusters Score -1269496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1263775.875000 Penalty: 4380.312012
	Iteration 0F: 3 clusters Score -1263776 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1265242.250000 Penalty: 4380.312012
	Iteration 1F: 3 clusters Score -1265242 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1265466.000000 Penalty: 4380.312012
	Iteration 2F: 3 clusters Score -1265466 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1265620.250000 Penalty: 4380.312012
	Iteration 3Q: 3 clusters Score -1265620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1265740.375000 Penalty: 4380.312012
	Iteration 4Q: 3 clusters Score -1265740 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1265850.750000 Penalty: 4380.312012
	Iteration 5Q: 3 clusters Score -1265851 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1265936.625000 Penalty: 4380.312012
	Iteration 6Q: 3 clusters Score -1265937 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1266015.000000 Penalty: 4380.312012
	Iteration 7Q: 3 clusters Score -1266015 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1266105.750000 Penalty: 4380.312012
	Iteration 8Q: 3 clusters Score -1266106 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1266196.875000 Penalty: 4380.312012
	Iteration 9Q: 3 clusters Score -1266197 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1266275.625000 Penalty: 4380.312012
	Iteration 10Q: 3 clusters Score -1266276 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1266372.875000 Penalty: 4380.312012
	Iteration 11Q: 3 clusters Score -1266373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1266500.875000 Penalty: 4380.312012
	Iteration 12Q: 3 clusters Score -1266501 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1266644.250000 Penalty: 4380.312012
	Iteration 13Q: 3 clusters Score -1266644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1266776.625000 Penalty: 4380.312012
	Iteration 14Q: 3 clusters Score -1266777 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1266909.500000 Penalty: 4380.312012
	Iteration 15Q: 3 clusters Score -1266910 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1267038.125000 Penalty: 4380.312012
	Iteration 16Q: 3 clusters Score -1267038 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1267201.750000 Penalty: 4380.312012
	Iteration 17Q: 3 clusters Score -1267202 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1267323.000000 Penalty: 4380.312012
	Iteration 18Q: 3 clusters Score -1267323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1267413.875000 Penalty: 4380.312012
	Iteration 19Q: 3 clusters Score -1267414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1267474.750000 Penalty: 4380.312012
	Iteration 20F: 3 clusters Score -1267475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1267521.125000 Penalty: 4380.312012
	Iteration 21Q: 3 clusters Score -1267521 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1267574.125000 Penalty: 4380.312012
	Iteration 22Q: 3 clusters Score -1267574 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1267608.875000 Penalty: 4380.312012
	Iteration 23Q: 3 clusters Score -1267609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1267628.125000 Penalty: 4380.312012
	Iteration 24Q: 3 clusters Score -1267628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1267637.625000 Penalty: 4380.312012
	Iteration 25Q: 3 clusters Score -1267638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1267647.625000 Penalty: 4380.312012
	Iteration 26Q: 3 clusters Score -1267648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1267658.750000 Penalty: 4380.312012
	Iteration 27Q: 3 clusters Score -1267659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1267665.500000 Penalty: 4380.312012
	Iteration 28Q: 3 clusters Score -1267666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1267673.750000 Penalty: 4380.312012
	Iteration 29Q: 3 clusters Score -1267674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1267674.750000 Penalty: 4380.312012
	Iteration 30Q: 3 clusters Score -1267675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1267674.875000 Penalty: 4380.312012
	Iteration 31Q: 3 clusters Score -1267675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1267674.875000 Penalty: 4380.312012
	Iteration 32F: 3 clusters Score -1267675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Entering Unmasked Estep 
Score: -196028.531250 Penalty: 1760.397217
	Iteration 0F: 2 clusters Score -196028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -193964.109375 Penalty: 3520.794434
	Iteration 0F: 3 clusters Score -193964.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -194483.343750 Penalty: 3520.794434
	Iteration 1F: 3 clusters Score -194483.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -194718.843750 Penalty: 3520.794434
	Iteration 2F: 3 clusters Score -194718.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -194838.265625 Penalty: 3520.794434
	Iteration 3F: 3 clusters Score -194838.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -194918.500000 Penalty: 3520.794434
	Iteration 4Q: 3 clusters Score -194918.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -194959.921875 Penalty: 3520.794434
	Iteration 5Q: 3 clusters Score -194959.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195020.671875 Penalty: 3520.794434
	Iteration 6Q: 3 clusters Score -195020.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195108.296875 Penalty: 3520.794434
	Iteration 7Q: 3 clusters Score -195108.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195221.968750 Penalty: 3520.794434
	Iteration 8Q: 3 clusters Score -195222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -195313.375000 Penalty: 3520.794434
	Iteration 9Q: 3 clusters Score -195313.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195382.109375 Penalty: 3520.794434
	Iteration 10Q: 3 clusters Score -195382.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195463.640625 Penalty: 3520.794434
	Iteration 11Q: 3 clusters Score -195463.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -195543.421875 Penalty: 3520.794434
	Iteration 12Q: 3 clusters Score -195543.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195595.531250 Penalty: 3520.794434
	Iteration 13Q: 3 clusters Score -195595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -195625.187500 Penalty: 3520.794434
	Iteration 14Q: 3 clusters Score -195625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -195648.562500 Penalty: 3520.794434
	Iteration 15Q: 3 clusters Score -195648.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -195665.515625 Penalty: 3520.794434
	Iteration 16Q: 3 clusters Score -195665.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -195682.468750 Penalty: 3520.794434
	Iteration 17Q: 3 clusters Score -195682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -195697.359375 Penalty: 3520.794434
	Iteration 18Q: 3 clusters Score -195697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -195716.234375 Penalty: 3520.794434
	Iteration 19Q: 3 clusters Score -195716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -195732.984375 Penalty: 3520.794434
	Iteration 20F: 3 clusters Score -195733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -195757.796875 Penalty: 3520.794434
	Iteration 21Q: 3 clusters Score -195757.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -195787.984375 Penalty: 3520.794434
	Iteration 22Q: 3 clusters Score -195788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -195803.078125 Penalty: 3520.794434
	Iteration 23Q: 3 clusters Score -195803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -195813.656250 Penalty: 3520.794434
	Iteration 24Q: 3 clusters Score -195813.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -195823.578125 Penalty: 3520.794434
	Iteration 25Q: 3 clusters Score -195823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -195832.421875 Penalty: 3520.794434
	Iteration 26Q: 3 clusters Score -195832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -195836.000000 Penalty: 3520.794434
	Iteration 27Q: 3 clusters Score -195836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -195836.609375 Penalty: 3520.794434
	Iteration 28Q: 3 clusters Score -195836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -195836.609375 Penalty: 3520.794434
	Iteration 29F: 3 clusters Score -195836.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Entering Unmasked Estep 
Score: -8117187.000000 Penalty: 2648.025879
	Iteration 0F: 2 clusters Score -8117187 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 21683 members 
Entering Unmasked Estep 
Score: -8088645.500000 Penalty: 5296.051758
	Iteration 0F: 3 clusters Score -8088646 nChanged 19983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8099665.000000 Penalty: 5296.051758
	Iteration 1F: 3 clusters Score -8099665 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -8100458.500000 Penalty: 5296.051758
	Iteration 2Q: 3 clusters Score -8100458 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -8101359.500000 Penalty: 5296.051758
	Iteration 3Q: 3 clusters Score -8101360 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -8102508.500000 Penalty: 5296.051758
	Iteration 4Q: 3 clusters Score -8102508 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -8103987.000000 Penalty: 5296.051758
	Iteration 5F: 3 clusters Score -8103987 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8105782.500000 Penalty: 5296.051758
	Iteration 6F: 3 clusters Score -8105782 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -8108357.500000 Penalty: 5296.051758
	Iteration 7F: 3 clusters Score -8108358 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -8111329.000000 Penalty: 5296.051758
	Iteration 8F: 3 clusters Score -8111329 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -8113324.500000 Penalty: 5296.051758
	Iteration 9F: 3 clusters Score -8113324 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28764 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -8114049.000000 Penalty: 5296.051758
	Iteration 10Q: 3 clusters Score -8114049 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -8114399.000000 Penalty: 5296.051758
	Iteration 11Q: 3 clusters Score -8114399 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -8114609.000000 Penalty: 5296.051758
	Iteration 12Q: 3 clusters Score -8114609 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -8114719.500000 Penalty: 5296.051758
	Iteration 13Q: 3 clusters Score -8114720 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -8114774.500000 Penalty: 5296.051758
	Iteration 14Q: 3 clusters Score -8114774 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -8114840.500000 Penalty: 5296.051758
	Iteration 15Q: 3 clusters Score -8114840 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8114896.000000 Penalty: 5296.051758
	Iteration 16Q: 3 clusters Score -8114896 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -8114979.500000 Penalty: 5296.051758
	Iteration 17Q: 3 clusters Score -8114980 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -8115021.500000 Penalty: 5296.051758
	Iteration 18Q: 3 clusters Score -8115022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8115038.500000 Penalty: 5296.051758
	Iteration 19Q: 3 clusters Score -8115038 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -8115044.500000 Penalty: 5296.051758
	Iteration 20F: 3 clusters Score -8115044 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8115082.500000 Penalty: 5296.051758
	Iteration 21Q: 3 clusters Score -8115082 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8115115.000000 Penalty: 5296.051758
	Iteration 22Q: 3 clusters Score -8115115 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -8115159.000000 Penalty: 5296.051758
	Iteration 23Q: 3 clusters Score -8115159 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8115186.000000 Penalty: 5296.051758
	Iteration 24Q: 3 clusters Score -8115186 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -8115228.000000 Penalty: 5296.051758
	Iteration 25Q: 3 clusters Score -8115228 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -8115279.500000 Penalty: 5296.051758
	Iteration 26Q: 3 clusters Score -8115280 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8115306.000000 Penalty: 5296.051758
	Iteration 27Q: 3 clusters Score -8115306 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8115348.000000 Penalty: 5296.051758
	Iteration 28Q: 3 clusters Score -8115348 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -8115398.000000 Penalty: 5296.051758
	Iteration 29Q: 3 clusters Score -8115398 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -8115418.000000 Penalty: 5296.051758
	Iteration 30Q: 3 clusters Score -8115418 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8115420.000000 Penalty: 5296.051758
	Iteration 31Q: 3 clusters Score -8115420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -8115439.000000 Penalty: 5296.051758
	Iteration 32Q: 3 clusters Score -8115439 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -8115460.500000 Penalty: 5296.051758
	Iteration 33Q: 3 clusters Score -8115460 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -8115470.500000 Penalty: 5296.051758
	Iteration 34Q: 3 clusters Score -8115470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8115493.500000 Penalty: 5296.051758
	Iteration 35Q: 3 clusters Score -8115494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8115511.000000 Penalty: 5296.051758
	Iteration 36Q: 3 clusters Score -8115511 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8115524.000000 Penalty: 5296.051758
	Iteration 37Q: 3 clusters Score -8115524 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -8115530.500000 Penalty: 5296.051758
	Iteration 38Q: 3 clusters Score -8115530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8115548.000000 Penalty: 5296.051758
	Iteration 39Q: 3 clusters Score -8115548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -8115555.500000 Penalty: 5296.051758
	Iteration 40F: 3 clusters Score -8115556 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8115536.500000 Penalty: 5296.051758
	Iteration 41Q: 3 clusters Score -8115536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -8115529.000000 Penalty: 5296.051758
	Iteration 42Q: 3 clusters Score -8115529 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8115514.000000 Penalty: 5296.051758
	Iteration 43Q: 3 clusters Score -8115514 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8115525.500000 Penalty: 5296.051758
	Iteration 44Q: 3 clusters Score -8115526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8115524.500000 Penalty: 5296.051758
	Iteration 45Q: 3 clusters Score -8115524 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -8115507.500000 Penalty: 5296.051758
	Iteration 46Q: 3 clusters Score -8115508 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -8115491.000000 Penalty: 5296.051758
	Iteration 47Q: 3 clusters Score -8115491 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -8115497.000000 Penalty: 5296.051758
	Iteration 48Q: 3 clusters Score -8115497 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8115507.000000 Penalty: 5296.051758
	Iteration 49Q: 3 clusters Score -8115507 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8115506.000000 Penalty: 5296.051758
	Iteration 50Q: 3 clusters Score -8115506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8115509.000000 Penalty: 5296.051758
	Iteration 51Q: 3 clusters Score -8115509 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8115519.500000 Penalty: 5296.051758
	Iteration 52Q: 3 clusters Score -8115520 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8115535.000000 Penalty: 5296.051758
	Iteration 53Q: 3 clusters Score -8115535 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8115537.500000 Penalty: 5296.051758
	Iteration 54Q: 3 clusters Score -8115538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8115557.500000 Penalty: 5296.051758
	Iteration 55Q: 3 clusters Score -8115558 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8115581.500000 Penalty: 5296.051758
	Iteration 56Q: 3 clusters Score -8115582 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8115565.000000 Penalty: 5296.051758
	Iteration 57Q: 3 clusters Score -8115565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8115562.500000 Penalty: 5296.051758
	Iteration 58Q: 3 clusters Score -8115562 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8115573.500000 Penalty: 5296.051758
	Iteration 59Q: 3 clusters Score -8115574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8115570.000000 Penalty: 5296.051758
	Iteration 60F: 3 clusters Score -8115570 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8115584.500000 Penalty: 5296.051758
	Iteration 61Q: 3 clusters Score -8115584 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8115580.000000 Penalty: 5296.051758
	Iteration 62Q: 3 clusters Score -8115580 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8115585.500000 Penalty: 5296.051758
	Iteration 63Q: 3 clusters Score -8115586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8115580.500000 Penalty: 5296.051758
	Iteration 64Q: 3 clusters Score -8115580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8115578.500000 Penalty: 5296.051758
	Iteration 65Q: 3 clusters Score -8115578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8115584.000000 Penalty: 5296.051758
	Iteration 66Q: 3 clusters Score -8115584 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8115579.000000 Penalty: 5296.051758
	Iteration 67Q: 3 clusters Score -8115579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8115590.000000 Penalty: 5296.051758
	Iteration 68Q: 3 clusters Score -8115590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8115590.500000 Penalty: 5296.051758
	Iteration 69Q: 3 clusters Score -8115590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8115588.000000 Penalty: 5296.051758
	Iteration 70Q: 3 clusters Score -8115588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8115602.000000 Penalty: 5296.051758
	Iteration 71Q: 3 clusters Score -8115602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8115601.000000 Penalty: 5296.051758
	Iteration 72Q: 3 clusters Score -8115601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8115606.000000 Penalty: 5296.051758
	Iteration 73Q: 3 clusters Score -8115606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8115612.000000 Penalty: 5296.051758
	Iteration 74Q: 3 clusters Score -8115612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8115607.500000 Penalty: 5296.051758
	Iteration 75Q: 3 clusters Score -8115608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8115622.500000 Penalty: 5296.051758
	Iteration 76Q: 3 clusters Score -8115622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8115620.000000 Penalty: 5296.051758
	Iteration 77Q: 3 clusters Score -8115620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8115605.000000 Penalty: 5296.051758
	Iteration 78Q: 3 clusters Score -8115605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8115599.000000 Penalty: 5296.051758
	Iteration 79Q: 3 clusters Score -8115599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8115583.500000 Penalty: 5296.051758
	Iteration 80F: 3 clusters Score -8115584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -8115582.000000 Penalty: 5296.051758
	Iteration 81Q: 3 clusters Score -8115582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8115593.000000 Penalty: 5296.051758
	Iteration 82Q: 3 clusters Score -8115593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8115592.000000 Penalty: 5296.051758
	Iteration 83Q: 3 clusters Score -8115592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8115594.000000 Penalty: 5296.051758
	Iteration 84Q: 3 clusters Score -8115594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8115593.500000 Penalty: 5296.051758
	Iteration 85Q: 3 clusters Score -8115594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8115600.000000 Penalty: 5296.051758
	Iteration 86Q: 3 clusters Score -8115600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8115605.000000 Penalty: 5296.051758
	Iteration 87Q: 3 clusters Score -8115605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8115600.500000 Penalty: 5296.051758
	Iteration 88Q: 3 clusters Score -8115600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8115596.500000 Penalty: 5296.051758
	Iteration 89Q: 3 clusters Score -8115596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8115587.000000 Penalty: 5296.051758
	Iteration 90Q: 3 clusters Score -8115587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8115595.500000 Penalty: 5296.051758
	Iteration 91Q: 3 clusters Score -8115596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8115592.000000 Penalty: 5296.051758
	Iteration 92Q: 3 clusters Score -8115592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8115595.000000 Penalty: 5296.051758
	Iteration 93Q: 3 clusters Score -8115595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8115587.000000 Penalty: 5296.051758
	Iteration 94Q: 3 clusters Score -8115587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8115589.000000 Penalty: 5296.051758
	Iteration 95Q: 3 clusters Score -8115589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8115580.500000 Penalty: 5296.051758
	Iteration 96Q: 3 clusters Score -8115580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8115582.000000 Penalty: 5296.051758
	Iteration 97Q: 3 clusters Score -8115582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8115571.500000 Penalty: 5296.051758
	Iteration 98Q: 3 clusters Score -8115572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8115569.000000 Penalty: 5296.051758
	Iteration 99Q: 3 clusters Score -8115569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8115568.500000 Penalty: 5296.051758
	Iteration 100F: 3 clusters Score -8115568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Entering Unmasked Estep 
Score: -3057305.000000 Penalty: 2414.003418
	Iteration 0F: 2 clusters Score -3057305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3045260.250000 Penalty: 4828.006836
	Iteration 0F: 3 clusters Score -3045260 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3049113.000000 Penalty: 4828.006836
	Iteration 1F: 3 clusters Score -3049113 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -3049403.500000 Penalty: 4828.006836
	Iteration 2F: 3 clusters Score -3049404 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -3049599.000000 Penalty: 4828.006836
	Iteration 3Q: 3 clusters Score -3049599 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3049746.500000 Penalty: 4828.006836
	Iteration 4Q: 3 clusters Score -3049746 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -3049870.000000 Penalty: 4828.006836
	Iteration 5Q: 3 clusters Score -3049870 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3049977.000000 Penalty: 4828.006836
	Iteration 6Q: 3 clusters Score -3049977 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3050090.750000 Penalty: 4828.006836
	Iteration 7Q: 3 clusters Score -3050091 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -3050211.500000 Penalty: 4828.006836
	Iteration 8Q: 3 clusters Score -3050212 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3050366.500000 Penalty: 4828.006836
	Iteration 9Q: 3 clusters Score -3050366 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3050588.000000 Penalty: 4828.006836
	Iteration 10Q: 3 clusters Score -3050588 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3050876.750000 Penalty: 4828.006836
	Iteration 11Q: 3 clusters Score -3050877 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3051231.000000 Penalty: 4828.006836
	Iteration 12Q: 3 clusters Score -3051231 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -3051778.250000 Penalty: 4828.006836
	Iteration 13F: 3 clusters Score -3051778 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3052504.250000 Penalty: 4828.006836
	Iteration 14F: 3 clusters Score -3052504 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3053307.750000 Penalty: 4828.006836
	Iteration 15F: 3 clusters Score -3053308 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3054060.000000 Penalty: 4828.006836
	Iteration 16Q: 3 clusters Score -3054060 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3054571.250000 Penalty: 4828.006836
	Iteration 17Q: 3 clusters Score -3054571 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3054828.000000 Penalty: 4828.006836
	Iteration 18Q: 3 clusters Score -3054828 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -3054956.750000 Penalty: 4828.006836
	Iteration 19Q: 3 clusters Score -3054957 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3055041.750000 Penalty: 4828.006836
	Iteration 20F: 3 clusters Score -3055042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3055074.750000 Penalty: 4828.006836
	Iteration 21Q: 3 clusters Score -3055075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3055097.250000 Penalty: 4828.006836
	Iteration 22Q: 3 clusters Score -3055097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3055108.750000 Penalty: 4828.006836
	Iteration 23Q: 3 clusters Score -3055109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3055118.250000 Penalty: 4828.006836
	Iteration 24Q: 3 clusters Score -3055118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3055130.000000 Penalty: 4828.006836
	Iteration 25Q: 3 clusters Score -3055130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3055138.000000 Penalty: 4828.006836
	Iteration 26Q: 3 clusters Score -3055138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3055144.250000 Penalty: 4828.006836
	Iteration 27Q: 3 clusters Score -3055144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3055152.250000 Penalty: 4828.006836
	Iteration 28Q: 3 clusters Score -3055152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3055157.250000 Penalty: 4828.006836
	Iteration 29Q: 3 clusters Score -3055157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3055159.000000 Penalty: 4828.006836
	Iteration 30Q: 3 clusters Score -3055159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3055166.000000 Penalty: 4828.006836
	Iteration 31Q: 3 clusters Score -3055166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3055168.250000 Penalty: 4828.006836
	Iteration 32Q: 3 clusters Score -3055168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3055168.750000 Penalty: 4828.006836
	Iteration 33Q: 3 clusters Score -3055169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3055173.000000 Penalty: 4828.006836
	Iteration 34Q: 3 clusters Score -3055173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3055173.000000 Penalty: 4828.006836
	Iteration 35F: 3 clusters Score -3055173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97638.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97638.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96067.671875 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -96067.67 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96242.343750 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96242.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -96310.117188 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -96310.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -96359.664062 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -96359.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96365.890625 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96365.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -96370.820312 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96370.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96372.984375 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96372.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96374.460938 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -96374.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96374.460938 Penalty: 3133.313721
	Iteration 8F: 3 clusters Score -96374.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Entering Unmasked Estep 
Score: -3409501.250000 Penalty: 2436.153320
	Iteration 0F: 2 clusters Score -3409501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -3396433.250000 Penalty: 4872.306641
	Iteration 0F: 3 clusters Score -3396433 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -3400782.000000 Penalty: 4872.306641
	Iteration 1F: 3 clusters Score -3400782 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3401132.750000 Penalty: 4872.306641
	Iteration 2F: 3 clusters Score -3401133 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -3401423.500000 Penalty: 4872.306641
	Iteration 3Q: 3 clusters Score -3401424 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3401716.250000 Penalty: 4872.306641
	Iteration 4Q: 3 clusters Score -3401716 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -3401969.250000 Penalty: 4872.306641
	Iteration 5Q: 3 clusters Score -3401969 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3402243.750000 Penalty: 4872.306641
	Iteration 6Q: 3 clusters Score -3402244 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -3402604.000000 Penalty: 4872.306641
	Iteration 7Q: 3 clusters Score -3402604 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3403045.500000 Penalty: 4872.306641
	Iteration 8Q: 3 clusters Score -3403046 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3403593.000000 Penalty: 4872.306641
	Iteration 9Q: 3 clusters Score -3403593 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3404270.250000 Penalty: 4872.306641
	Iteration 10Q: 3 clusters Score -3404270 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -3405023.250000 Penalty: 4872.306641
	Iteration 11Q: 3 clusters Score -3405023 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3405698.750000 Penalty: 4872.306641
	Iteration 12Q: 3 clusters Score -3405699 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3406212.000000 Penalty: 4872.306641
	Iteration 13Q: 3 clusters Score -3406212 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3406560.750000 Penalty: 4872.306641
	Iteration 14Q: 3 clusters Score -3406561 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3406803.000000 Penalty: 4872.306641
	Iteration 15Q: 3 clusters Score -3406803 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3406938.750000 Penalty: 4872.306641
	Iteration 16Q: 3 clusters Score -3406939 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3407027.750000 Penalty: 4872.306641
	Iteration 17Q: 3 clusters Score -3407028 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3407091.750000 Penalty: 4872.306641
	Iteration 18Q: 3 clusters Score -3407092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3407131.250000 Penalty: 4872.306641
	Iteration 19Q: 3 clusters Score -3407131 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3407166.500000 Penalty: 4872.306641
	Iteration 20F: 3 clusters Score -3407166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3407208.750000 Penalty: 4872.306641
	Iteration 21Q: 3 clusters Score -3407209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3407253.250000 Penalty: 4872.306641
	Iteration 22Q: 3 clusters Score -3407253 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3407272.500000 Penalty: 4872.306641
	Iteration 23Q: 3 clusters Score -3407272 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3407289.250000 Penalty: 4872.306641
	Iteration 24Q: 3 clusters Score -3407289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3407311.500000 Penalty: 4872.306641
	Iteration 25Q: 3 clusters Score -3407312 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3407330.750000 Penalty: 4872.306641
	Iteration 26Q: 3 clusters Score -3407331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3407359.250000 Penalty: 4872.306641
	Iteration 27Q: 3 clusters Score -3407359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3407367.000000 Penalty: 4872.306641
	Iteration 28Q: 3 clusters Score -3407367 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3407387.500000 Penalty: 4872.306641
	Iteration 29Q: 3 clusters Score -3407388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3407395.750000 Penalty: 4872.306641
	Iteration 30Q: 3 clusters Score -3407396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3407408.750000 Penalty: 4872.306641
	Iteration 31Q: 3 clusters Score -3407409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3407409.750000 Penalty: 4872.306641
	Iteration 32Q: 3 clusters Score -3407410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3407418.000000 Penalty: 4872.306641
	Iteration 33Q: 3 clusters Score -3407418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3407423.750000 Penalty: 4872.306641
	Iteration 34Q: 3 clusters Score -3407424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3407431.000000 Penalty: 4872.306641
	Iteration 35Q: 3 clusters Score -3407431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3407429.000000 Penalty: 4872.306641
	Iteration 36Q: 3 clusters Score -3407429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3407434.500000 Penalty: 4872.306641
	Iteration 37Q: 3 clusters Score -3407434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3407436.750000 Penalty: 4872.306641
	Iteration 38Q: 3 clusters Score -3407437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3407433.250000 Penalty: 4872.306641
	Iteration 39Q: 3 clusters Score -3407433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3407439.750000 Penalty: 4872.306641
	Iteration 40F: 3 clusters Score -3407440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3407449.000000 Penalty: 4872.306641
	Iteration 41Q: 3 clusters Score -3407449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3407449.250000 Penalty: 4872.306641
	Iteration 42Q: 3 clusters Score -3407449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3407449.250000 Penalty: 4872.306641
	Iteration 43F: 3 clusters Score -3407449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Entering Unmasked Estep 
Score: -4658753.500000 Penalty: 2510.021729
	Iteration 0F: 2 clusters Score -4658754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4641615.500000 Penalty: 5020.043457
	Iteration 0F: 3 clusters Score -4641616 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4647524.500000 Penalty: 5020.043457
	Iteration 1F: 3 clusters Score -4647524 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4647972.000000 Penalty: 5020.043457
	Iteration 2F: 3 clusters Score -4647972 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -4648375.500000 Penalty: 5020.043457
	Iteration 3Q: 3 clusters Score -4648376 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4648841.000000 Penalty: 5020.043457
	Iteration 4Q: 3 clusters Score -4648841 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -4649342.000000 Penalty: 5020.043457
	Iteration 5Q: 3 clusters Score -4649342 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4650038.500000 Penalty: 5020.043457
	Iteration 6Q: 3 clusters Score -4650038 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4650927.500000 Penalty: 5020.043457
	Iteration 7F: 3 clusters Score -4650928 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4652110.000000 Penalty: 5020.043457
	Iteration 8F: 3 clusters Score -4652110 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4653413.500000 Penalty: 5020.043457
	Iteration 9F: 3 clusters Score -4653414 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4654595.500000 Penalty: 5020.043457
	Iteration 10F: 3 clusters Score -4654596 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4655426.000000 Penalty: 5020.043457
	Iteration 11Q: 3 clusters Score -4655426 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -4655881.000000 Penalty: 5020.043457
	Iteration 12Q: 3 clusters Score -4655881 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4656143.000000 Penalty: 5020.043457
	Iteration 13Q: 3 clusters Score -4656143 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4656313.500000 Penalty: 5020.043457
	Iteration 14Q: 3 clusters Score -4656314 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -4656406.500000 Penalty: 5020.043457
	Iteration 15Q: 3 clusters Score -4656406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4656443.500000 Penalty: 5020.043457
	Iteration 16Q: 3 clusters Score -4656444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -4656465.500000 Penalty: 5020.043457
	Iteration 17Q: 3 clusters Score -4656466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -4656486.500000 Penalty: 5020.043457
	Iteration 18Q: 3 clusters Score -4656486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4656500.500000 Penalty: 5020.043457
	Iteration 19Q: 3 clusters Score -4656500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -4656517.000000 Penalty: 5020.043457
	Iteration 20F: 3 clusters Score -4656517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -4656537.500000 Penalty: 5020.043457
	Iteration 21Q: 3 clusters Score -4656538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4656553.000000 Penalty: 5020.043457
	Iteration 22Q: 3 clusters Score -4656553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -4656557.000000 Penalty: 5020.043457
	Iteration 23Q: 3 clusters Score -4656557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -4656561.000000 Penalty: 5020.043457
	Iteration 24Q: 3 clusters Score -4656561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -4656563.500000 Penalty: 5020.043457
	Iteration 25Q: 3 clusters Score -4656564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -4656568.000000 Penalty: 5020.043457
	Iteration 26Q: 3 clusters Score -4656568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4656573.000000 Penalty: 5020.043457
	Iteration 27Q: 3 clusters Score -4656573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4656573.000000 Penalty: 5020.043457
	Iteration 28F: 3 clusters Score -4656573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Entering Unmasked Estep 
Score: -9028550.000000 Penalty: 2672.570801
	Iteration 0F: 2 clusters Score -9028550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -8998059.000000 Penalty: 5345.141602
	Iteration 0F: 3 clusters Score -8998059 nChanged 22215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25758 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -9010593.000000 Penalty: 5345.141602
	Iteration 1F: 3 clusters Score -9010593 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -9011834.000000 Penalty: 5345.141602
	Iteration 2F: 3 clusters Score -9011834 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -9013431.000000 Penalty: 5345.141602
	Iteration 3F: 3 clusters Score -9013431 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -9015592.000000 Penalty: 5345.141602
	Iteration 4F: 3 clusters Score -9015592 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -9018630.000000 Penalty: 5345.141602
	Iteration 5F: 3 clusters Score -9018630 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -9021945.000000 Penalty: 5345.141602
	Iteration 6F: 3 clusters Score -9021945 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -9024381.000000 Penalty: 5345.141602
	Iteration 7F: 3 clusters Score -9024381 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -9025389.000000 Penalty: 5345.141602
	Iteration 8Q: 3 clusters Score -9025389 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -9025786.000000 Penalty: 5345.141602
	Iteration 9Q: 3 clusters Score -9025786 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -9025934.000000 Penalty: 5345.141602
	Iteration 10Q: 3 clusters Score -9025934 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -9026132.000000 Penalty: 5345.141602
	Iteration 11Q: 3 clusters Score -9026132 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -9026274.000000 Penalty: 5345.141602
	Iteration 12Q: 3 clusters Score -9026274 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -9026375.000000 Penalty: 5345.141602
	Iteration 13Q: 3 clusters Score -9026375 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -9026477.000000 Penalty: 5345.141602
	Iteration 14Q: 3 clusters Score -9026477 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -9026552.000000 Penalty: 5345.141602
	Iteration 15Q: 3 clusters Score -9026552 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -9026602.000000 Penalty: 5345.141602
	Iteration 16Q: 3 clusters Score -9026602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -9026631.000000 Penalty: 5345.141602
	Iteration 17Q: 3 clusters Score -9026631 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -9026712.000000 Penalty: 5345.141602
	Iteration 18Q: 3 clusters Score -9026712 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -9026748.000000 Penalty: 5345.141602
	Iteration 19Q: 3 clusters Score -9026748 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -9026772.000000 Penalty: 5345.141602
	Iteration 20F: 3 clusters Score -9026772 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -9026774.000000 Penalty: 5345.141602
	Iteration 21Q: 3 clusters Score -9026774 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -9026793.000000 Penalty: 5345.141602
	Iteration 22Q: 3 clusters Score -9026793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -9026795.000000 Penalty: 5345.141602
	Iteration 23Q: 3 clusters Score -9026795 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -9026823.000000 Penalty: 5345.141602
	Iteration 24Q: 3 clusters Score -9026823 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -9026819.000000 Penalty: 5345.141602
	Iteration 25Q: 3 clusters Score -9026819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -9026837.000000 Penalty: 5345.141602
	Iteration 26Q: 3 clusters Score -9026837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -9026831.000000 Penalty: 5345.141602
	Iteration 27Q: 3 clusters Score -9026831 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -9026815.000000 Penalty: 5345.141602
	Iteration 28Q: 3 clusters Score -9026815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -9026828.000000 Penalty: 5345.141602
	Iteration 29Q: 3 clusters Score -9026828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -9026831.000000 Penalty: 5345.141602
	Iteration 30Q: 3 clusters Score -9026831 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -9026833.000000 Penalty: 5345.141602
	Iteration 31Q: 3 clusters Score -9026833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -9026839.000000 Penalty: 5345.141602
	Iteration 32Q: 3 clusters Score -9026839 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -9026835.000000 Penalty: 5345.141602
	Iteration 33Q: 3 clusters Score -9026835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9026836.000000 Penalty: 5345.141602
	Iteration 34Q: 3 clusters Score -9026836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9026836.000000 Penalty: 5345.141602
	Iteration 35Q: 3 clusters Score -9026836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -9026838.000000 Penalty: 5345.141602
	Iteration 36Q: 3 clusters Score -9026838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -9026834.000000 Penalty: 5345.141602
	Iteration 37Q: 3 clusters Score -9026834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -9026830.000000 Penalty: 5345.141602
	Iteration 38Q: 3 clusters Score -9026830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -9026839.000000 Penalty: 5345.141602
	Iteration 39Q: 3 clusters Score -9026839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -9026832.000000 Penalty: 5345.141602
	Iteration 40F: 3 clusters Score -9026832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -9026833.000000 Penalty: 5345.141602
	Iteration 41Q: 3 clusters Score -9026833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -9026843.000000 Penalty: 5345.141602
	Iteration 42Q: 3 clusters Score -9026843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -9026847.000000 Penalty: 5345.141602
	Iteration 43Q: 3 clusters Score -9026847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -9026847.000000 Penalty: 5345.141602
	Iteration 44Q: 3 clusters Score -9026847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -9026852.000000 Penalty: 5345.141602
	Iteration 45Q: 3 clusters Score -9026852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -9026848.000000 Penalty: 5345.141602
	Iteration 46Q: 3 clusters Score -9026848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -9026835.000000 Penalty: 5345.141602
	Iteration 47Q: 3 clusters Score -9026835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -9026836.000000 Penalty: 5345.141602
	Iteration 48Q: 3 clusters Score -9026836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -9026833.000000 Penalty: 5345.141602
	Iteration 49Q: 3 clusters Score -9026833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -9026847.000000 Penalty: 5345.141602
	Iteration 50Q: 3 clusters Score -9026847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -9026847.000000 Penalty: 5345.141602
	Iteration 51F: 3 clusters Score -9026847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Entering Unmasked Estep 
Score: -4777020.500000 Penalty: 2517.779785
	Iteration 0F: 2 clusters Score -4777020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -4759342.500000 Penalty: 5035.559570
	Iteration 0F: 3 clusters Score -4759342 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4765510.500000 Penalty: 5035.559570
	Iteration 1F: 3 clusters Score -4765510 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4765847.500000 Penalty: 5035.559570
	Iteration 2Q: 3 clusters Score -4765848 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4766151.000000 Penalty: 5035.559570
	Iteration 3Q: 3 clusters Score -4766151 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -4766400.000000 Penalty: 5035.559570
	Iteration 4Q: 3 clusters Score -4766400 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4766667.500000 Penalty: 5035.559570
	Iteration 5Q: 3 clusters Score -4766668 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -4766895.500000 Penalty: 5035.559570
	Iteration 6Q: 3 clusters Score -4766896 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4767129.000000 Penalty: 5035.559570
	Iteration 7Q: 3 clusters Score -4767129 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4767438.500000 Penalty: 5035.559570
	Iteration 8Q: 3 clusters Score -4767438 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -4767818.000000 Penalty: 5035.559570
	Iteration 9Q: 3 clusters Score -4767818 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4768303.500000 Penalty: 5035.559570
	Iteration 10Q: 3 clusters Score -4768304 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4768885.500000 Penalty: 5035.559570
	Iteration 11Q: 3 clusters Score -4768886 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -4769652.000000 Penalty: 5035.559570
	Iteration 12Q: 3 clusters Score -4769652 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -4770546.500000 Penalty: 5035.559570
	Iteration 13Q: 3 clusters Score -4770546 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -4771420.500000 Penalty: 5035.559570
	Iteration 14Q: 3 clusters Score -4771420 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4772081.000000 Penalty: 5035.559570
	Iteration 15Q: 3 clusters Score -4772081 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -4772604.000000 Penalty: 5035.559570
	Iteration 16Q: 3 clusters Score -4772604 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -4772940.500000 Penalty: 5035.559570
	Iteration 17Q: 3 clusters Score -4772940 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -4773230.000000 Penalty: 5035.559570
	Iteration 18Q: 3 clusters Score -4773230 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -4773407.500000 Penalty: 5035.559570
	Iteration 19Q: 3 clusters Score -4773408 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4773596.500000 Penalty: 5035.559570
	Iteration 20F: 3 clusters Score -4773596 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -4773720.000000 Penalty: 5035.559570
	Iteration 21Q: 3 clusters Score -4773720 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -4773832.000000 Penalty: 5035.559570
	Iteration 22Q: 3 clusters Score -4773832 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4773916.000000 Penalty: 5035.559570
	Iteration 23Q: 3 clusters Score -4773916 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4774042.500000 Penalty: 5035.559570
	Iteration 24Q: 3 clusters Score -4774042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4774115.000000 Penalty: 5035.559570
	Iteration 25Q: 3 clusters Score -4774115 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4774162.000000 Penalty: 5035.559570
	Iteration 26Q: 3 clusters Score -4774162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4774222.000000 Penalty: 5035.559570
	Iteration 27Q: 3 clusters Score -4774222 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4774283.500000 Penalty: 5035.559570
	Iteration 28Q: 3 clusters Score -4774284 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4774344.500000 Penalty: 5035.559570
	Iteration 29Q: 3 clusters Score -4774344 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4774396.000000 Penalty: 5035.559570
	Iteration 30Q: 3 clusters Score -4774396 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4774458.000000 Penalty: 5035.559570
	Iteration 31Q: 3 clusters Score -4774458 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4774503.500000 Penalty: 5035.559570
	Iteration 32Q: 3 clusters Score -4774504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4774528.000000 Penalty: 5035.559570
	Iteration 33Q: 3 clusters Score -4774528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4774559.500000 Penalty: 5035.559570
	Iteration 34Q: 3 clusters Score -4774560 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4774576.500000 Penalty: 5035.559570
	Iteration 35Q: 3 clusters Score -4774576 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4774597.000000 Penalty: 5035.559570
	Iteration 36Q: 3 clusters Score -4774597 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4774603.000000 Penalty: 5035.559570
	Iteration 37Q: 3 clusters Score -4774603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -4774628.500000 Penalty: 5035.559570
	Iteration 38Q: 3 clusters Score -4774628 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4774641.000000 Penalty: 5035.559570
	Iteration 39Q: 3 clusters Score -4774641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4774656.000000 Penalty: 5035.559570
	Iteration 40F: 3 clusters Score -4774656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4774652.000000 Penalty: 5035.559570
	Iteration 41Q: 3 clusters Score -4774652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4774668.500000 Penalty: 5035.559570
	Iteration 42Q: 3 clusters Score -4774668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4774679.000000 Penalty: 5035.559570
	Iteration 43Q: 3 clusters Score -4774679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4774688.500000 Penalty: 5035.559570
	Iteration 44Q: 3 clusters Score -4774688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4774690.500000 Penalty: 5035.559570
	Iteration 45Q: 3 clusters Score -4774690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4774697.000000 Penalty: 5035.559570
	Iteration 46Q: 3 clusters Score -4774697 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4774698.500000 Penalty: 5035.559570
	Iteration 47Q: 3 clusters Score -4774698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4774711.500000 Penalty: 5035.559570
	Iteration 48Q: 3 clusters Score -4774712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4774718.000000 Penalty: 5035.559570
	Iteration 49Q: 3 clusters Score -4774718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -4774723.500000 Penalty: 5035.559570
	Iteration 50Q: 3 clusters Score -4774724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -4774729.000000 Penalty: 5035.559570
	Iteration 51Q: 3 clusters Score -4774729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4774741.500000 Penalty: 5035.559570
	Iteration 52Q: 3 clusters Score -4774742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4774744.500000 Penalty: 5035.559570
	Iteration 53Q: 3 clusters Score -4774744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4774743.000000 Penalty: 5035.559570
	Iteration 54Q: 3 clusters Score -4774743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -4774747.000000 Penalty: 5035.559570
	Iteration 55Q: 3 clusters Score -4774747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4774749.000000 Penalty: 5035.559570
	Iteration 56Q: 3 clusters Score -4774749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4774738.000000 Penalty: 5035.559570
	Iteration 57Q: 3 clusters Score -4774738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4774749.000000 Penalty: 5035.559570
	Iteration 58Q: 3 clusters Score -4774749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -4774744.500000 Penalty: 5035.559570
	Iteration 59Q: 3 clusters Score -4774744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4774752.000000 Penalty: 5035.559570
	Iteration 60F: 3 clusters Score -4774752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4774752.000000 Penalty: 5035.559570
	Iteration 61Q: 3 clusters Score -4774752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4774758.500000 Penalty: 5035.559570
	Iteration 62Q: 3 clusters Score -4774758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4774765.500000 Penalty: 5035.559570
	Iteration 63Q: 3 clusters Score -4774766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4774766.500000 Penalty: 5035.559570
	Iteration 64Q: 3 clusters Score -4774766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4774772.000000 Penalty: 5035.559570
	Iteration 65Q: 3 clusters Score -4774772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4774770.000000 Penalty: 5035.559570
	Iteration 66Q: 3 clusters Score -4774770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4774767.500000 Penalty: 5035.559570
	Iteration 67Q: 3 clusters Score -4774768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -4774778.500000 Penalty: 5035.559570
	Iteration 68Q: 3 clusters Score -4774778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -4774777.000000 Penalty: 5035.559570
	Iteration 69Q: 3 clusters Score -4774777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4774783.500000 Penalty: 5035.559570
	Iteration 70Q: 3 clusters Score -4774784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4774781.000000 Penalty: 5035.559570
	Iteration 71Q: 3 clusters Score -4774781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4774779.500000 Penalty: 5035.559570
	Iteration 72Q: 3 clusters Score -4774780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4774782.500000 Penalty: 5035.559570
	Iteration 73Q: 3 clusters Score -4774782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4774782.500000 Penalty: 5035.559570
	Iteration 74Q: 3 clusters Score -4774782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -4774784.000000 Penalty: 5035.559570
	Iteration 75Q: 3 clusters Score -4774784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4774790.000000 Penalty: 5035.559570
	Iteration 76Q: 3 clusters Score -4774790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4774788.500000 Penalty: 5035.559570
	Iteration 77Q: 3 clusters Score -4774788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4774787.500000 Penalty: 5035.559570
	Iteration 78Q: 3 clusters Score -4774788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4774798.500000 Penalty: 5035.559570
	Iteration 79Q: 3 clusters Score -4774798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4774800.500000 Penalty: 5035.559570
	Iteration 80F: 3 clusters Score -4774800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4774804.500000 Penalty: 5035.559570
	Iteration 81Q: 3 clusters Score -4774804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4774806.500000 Penalty: 5035.559570
	Iteration 82Q: 3 clusters Score -4774806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4774807.000000 Penalty: 5035.559570
	Iteration 83Q: 3 clusters Score -4774807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4774810.500000 Penalty: 5035.559570
	Iteration 84Q: 3 clusters Score -4774810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4774811.500000 Penalty: 5035.559570
	Iteration 85Q: 3 clusters Score -4774812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -4774807.500000 Penalty: 5035.559570
	Iteration 86Q: 3 clusters Score -4774808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4774811.500000 Penalty: 5035.559570
	Iteration 87Q: 3 clusters Score -4774812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4774808.000000 Penalty: 5035.559570
	Iteration 88Q: 3 clusters Score -4774808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4774808.500000 Penalty: 5035.559570
	Iteration 89Q: 3 clusters Score -4774808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4774814.500000 Penalty: 5035.559570
	Iteration 90Q: 3 clusters Score -4774814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4774813.500000 Penalty: 5035.559570
	Iteration 91Q: 3 clusters Score -4774814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4774813.500000 Penalty: 5035.559570
	Iteration 92F: 3 clusters Score -4774814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (39800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Entering Unmasked Estep 
Score: -7448547.500000 Penalty: 2626.722412
	Iteration 0F: 2 clusters Score -7448548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -7421840.500000 Penalty: 5253.444824
	Iteration 0F: 3 clusters Score -7421840 nChanged 18105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7432016.500000 Penalty: 5253.444824
	Iteration 1F: 3 clusters Score -7432016 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7432795.500000 Penalty: 5253.444824
	Iteration 2Q: 3 clusters Score -7432796 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7433617.500000 Penalty: 5253.444824
	Iteration 3Q: 3 clusters Score -7433618 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -7434570.000000 Penalty: 5253.444824
	Iteration 4Q: 3 clusters Score -7434570 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7435790.000000 Penalty: 5253.444824
	Iteration 5F: 3 clusters Score -7435790 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -7437496.000000 Penalty: 5253.444824
	Iteration 6F: 3 clusters Score -7437496 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -7439785.000000 Penalty: 5253.444824
	Iteration 7F: 3 clusters Score -7439785 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -7442249.000000 Penalty: 5253.444824
	Iteration 8F: 3 clusters Score -7442249 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -7444113.000000 Penalty: 5253.444824
	Iteration 9F: 3 clusters Score -7444113 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -7445033.500000 Penalty: 5253.444824
	Iteration 10Q: 3 clusters Score -7445034 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -7445363.000000 Penalty: 5253.444824
	Iteration 11Q: 3 clusters Score -7445363 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -7445576.000000 Penalty: 5253.444824
	Iteration 12Q: 3 clusters Score -7445576 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -7445708.000000 Penalty: 5253.444824
	Iteration 13Q: 3 clusters Score -7445708 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -7445783.000000 Penalty: 5253.444824
	Iteration 14Q: 3 clusters Score -7445783 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -7445837.500000 Penalty: 5253.444824
	Iteration 15Q: 3 clusters Score -7445838 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -7445916.000000 Penalty: 5253.444824
	Iteration 16Q: 3 clusters Score -7445916 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -7446000.500000 Penalty: 5253.444824
	Iteration 17Q: 3 clusters Score -7446000 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -7446069.500000 Penalty: 5253.444824
	Iteration 18Q: 3 clusters Score -7446070 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -7446140.000000 Penalty: 5253.444824
	Iteration 19Q: 3 clusters Score -7446140 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -7446199.500000 Penalty: 5253.444824
	Iteration 20F: 3 clusters Score -7446200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -7446223.000000 Penalty: 5253.444824
	Iteration 21Q: 3 clusters Score -7446223 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -7446235.000000 Penalty: 5253.444824
	Iteration 22Q: 3 clusters Score -7446235 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -7446247.500000 Penalty: 5253.444824
	Iteration 23Q: 3 clusters Score -7446248 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7446287.500000 Penalty: 5253.444824
	Iteration 24Q: 3 clusters Score -7446288 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -7446310.500000 Penalty: 5253.444824
	Iteration 25Q: 3 clusters Score -7446310 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7446369.500000 Penalty: 5253.444824
	Iteration 26Q: 3 clusters Score -7446370 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7446408.000000 Penalty: 5253.444824
	Iteration 27Q: 3 clusters Score -7446408 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -7446430.000000 Penalty: 5253.444824
	Iteration 28Q: 3 clusters Score -7446430 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -7446423.500000 Penalty: 5253.444824
	Iteration 29Q: 3 clusters Score -7446424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7446440.500000 Penalty: 5253.444824
	Iteration 30Q: 3 clusters Score -7446440 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -7446472.000000 Penalty: 5253.444824
	Iteration 31Q: 3 clusters Score -7446472 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -7446493.500000 Penalty: 5253.444824
	Iteration 32Q: 3 clusters Score -7446494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7446502.000000 Penalty: 5253.444824
	Iteration 33Q: 3 clusters Score -7446502 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -7446523.000000 Penalty: 5253.444824
	Iteration 34Q: 3 clusters Score -7446523 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7446550.000000 Penalty: 5253.444824
	Iteration 35Q: 3 clusters Score -7446550 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -7446560.500000 Penalty: 5253.444824
	Iteration 36Q: 3 clusters Score -7446560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7446568.000000 Penalty: 5253.444824
	Iteration 37Q: 3 clusters Score -7446568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7446590.000000 Penalty: 5253.444824
	Iteration 38Q: 3 clusters Score -7446590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -7446591.000000 Penalty: 5253.444824
	Iteration 39Q: 3 clusters Score -7446591 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7446598.000000 Penalty: 5253.444824
	Iteration 40F: 3 clusters Score -7446598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -7446611.000000 Penalty: 5253.444824
	Iteration 41Q: 3 clusters Score -7446611 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7446633.000000 Penalty: 5253.444824
	Iteration 42Q: 3 clusters Score -7446633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -7446642.500000 Penalty: 5253.444824
	Iteration 43Q: 3 clusters Score -7446642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -7446672.000000 Penalty: 5253.444824
	Iteration 44Q: 3 clusters Score -7446672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -7446685.500000 Penalty: 5253.444824
	Iteration 45Q: 3 clusters Score -7446686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -7446697.500000 Penalty: 5253.444824
	Iteration 46Q: 3 clusters Score -7446698 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 34411 members 
Entering Unmasked Estep 
Score: -7446702.500000 Penalty: 5253.444824
	Iteration 47Q: 3 clusters Score -7446702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7446710.000000 Penalty: 5253.444824
	Iteration 48Q: 3 clusters Score -7446710 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -7446752.500000 Penalty: 5253.444824
	Iteration 49Q: 3 clusters Score -7446752 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -7446766.000000 Penalty: 5253.444824
	Iteration 50Q: 3 clusters Score -7446766 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -7446798.000000 Penalty: 5253.444824
	Iteration 51Q: 3 clusters Score -7446798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7446823.500000 Penalty: 5253.444824
	Iteration 52Q: 3 clusters Score -7446824 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -7446854.500000 Penalty: 5253.444824
	Iteration 53Q: 3 clusters Score -7446854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -7446856.000000 Penalty: 5253.444824
	Iteration 54Q: 3 clusters Score -7446856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -7446876.500000 Penalty: 5253.444824
	Iteration 55Q: 3 clusters Score -7446876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -7446878.000000 Penalty: 5253.444824
	Iteration 56Q: 3 clusters Score -7446878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -7446897.000000 Penalty: 5253.444824
	Iteration 57Q: 3 clusters Score -7446897 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7446907.500000 Penalty: 5253.444824
	Iteration 58Q: 3 clusters Score -7446908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -7446912.500000 Penalty: 5253.444824
	Iteration 59Q: 3 clusters Score -7446912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -7446928.500000 Penalty: 5253.444824
	Iteration 60F: 3 clusters Score -7446928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -7446937.500000 Penalty: 5253.444824
	Iteration 61Q: 3 clusters Score -7446938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -7446909.500000 Penalty: 5253.444824
	Iteration 62Q: 3 clusters Score -7446910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -7446919.500000 Penalty: 5253.444824
	Iteration 63Q: 3 clusters Score -7446920 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -7446940.000000 Penalty: 5253.444824
	Iteration 64Q: 3 clusters Score -7446940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -7446952.000000 Penalty: 5253.444824
	Iteration 65Q: 3 clusters Score -7446952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7446947.000000 Penalty: 5253.444824
	Iteration 66Q: 3 clusters Score -7446947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -7446955.000000 Penalty: 5253.444824
	Iteration 67Q: 3 clusters Score -7446955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -7446954.000000 Penalty: 5253.444824
	Iteration 68Q: 3 clusters Score -7446954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -7446936.000000 Penalty: 5253.444824
	Iteration 69Q: 3 clusters Score -7446936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7446934.000000 Penalty: 5253.444824
	Iteration 70Q: 3 clusters Score -7446934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7446935.000000 Penalty: 5253.444824
	Iteration 71Q: 3 clusters Score -7446935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -7446944.500000 Penalty: 5253.444824
	Iteration 72Q: 3 clusters Score -7446944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7446956.500000 Penalty: 5253.444824
	Iteration 73Q: 3 clusters Score -7446956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -7446964.500000 Penalty: 5253.444824
	Iteration 74Q: 3 clusters Score -7446964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -7446961.000000 Penalty: 5253.444824
	Iteration 75Q: 3 clusters Score -7446961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7446962.000000 Penalty: 5253.444824
	Iteration 76Q: 3 clusters Score -7446962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7446958.000000 Penalty: 5253.444824
	Iteration 77Q: 3 clusters Score -7446958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -7446958.000000 Penalty: 5253.444824
	Iteration 78Q: 3 clusters Score -7446958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -7446958.000000 Penalty: 5253.444824
	Iteration 79Q: 3 clusters Score -7446958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -7446965.000000 Penalty: 5253.444824
	Iteration 80F: 3 clusters Score -7446965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -7446962.500000 Penalty: 5253.444824
	Iteration 81Q: 3 clusters Score -7446962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -7446957.500000 Penalty: 5253.444824
	Iteration 82Q: 3 clusters Score -7446958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -7446963.000000 Penalty: 5253.444824
	Iteration 83Q: 3 clusters Score -7446963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -7446966.500000 Penalty: 5253.444824
	Iteration 84Q: 3 clusters Score -7446966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -7446965.000000 Penalty: 5253.444824
	Iteration 85Q: 3 clusters Score -7446965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -7446967.000000 Penalty: 5253.444824
	Iteration 86Q: 3 clusters Score -7446967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7446966.000000 Penalty: 5253.444824
	Iteration 87Q: 3 clusters Score -7446966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7446969.000000 Penalty: 5253.444824
	Iteration 88Q: 3 clusters Score -7446969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -7446970.500000 Penalty: 5253.444824
	Iteration 89Q: 3 clusters Score -7446970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7446971.000000 Penalty: 5253.444824
	Iteration 90Q: 3 clusters Score -7446971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -7446971.000000 Penalty: 5253.444824
	Iteration 91F: 3 clusters Score -7446971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -98878.460938 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -98878.46 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 273 members 
Entering Unmasked Estep 
Score: -97329.703125 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -97329.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97549.000000 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -97549 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97619.000000 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -97619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97677.804688 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -97677.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97706.359375 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -97706.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -97720.265625 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -97720.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -97734.273438 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -97734.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97742.523438 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -97742.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -97746.320312 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -97746.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -97754.953125 Penalty: 3140.425049
	Iteration 9Q: 3 clusters Score -97754.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97760.234375 Penalty: 3140.425049
	Iteration 10Q: 3 clusters Score -97760.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97766.367188 Penalty: 3140.425049
	Iteration 11Q: 3 clusters Score -97766.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -97768.859375 Penalty: 3140.425049
	Iteration 12Q: 3 clusters Score -97768.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -97772.500000 Penalty: 3140.425049
	Iteration 13Q: 3 clusters Score -97772.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97777.195312 Penalty: 3140.425049
	Iteration 14Q: 3 clusters Score -97777.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -97785.710938 Penalty: 3140.425049
	Iteration 15Q: 3 clusters Score -97785.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -97789.703125 Penalty: 3140.425049
	Iteration 16Q: 3 clusters Score -97789.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97795.593750 Penalty: 3140.425049
	Iteration 17Q: 3 clusters Score -97795.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97799.890625 Penalty: 3140.425049
	Iteration 18Q: 3 clusters Score -97799.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97799.890625 Penalty: 3140.425049
	Iteration 19F: 3 clusters Score -97799.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48304 members 
Entering Unmasked Estep 
Score: -9094790.000000 Penalty: 2674.746826
	Iteration 0F: 2 clusters Score -9094790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -9064126.000000 Penalty: 5349.493652
	Iteration 0F: 3 clusters Score -9064126 nChanged 22337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -9076566.000000 Penalty: 5349.493652
	Iteration 1F: 3 clusters Score -9076566 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -9076982.000000 Penalty: 5349.493652
	Iteration 2Q: 3 clusters Score -9076982 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -9077307.000000 Penalty: 5349.493652
	Iteration 3Q: 3 clusters Score -9077307 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -9077659.000000 Penalty: 5349.493652
	Iteration 4Q: 3 clusters Score -9077659 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -9078048.000000 Penalty: 5349.493652
	Iteration 5Q: 3 clusters Score -9078048 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -9078575.000000 Penalty: 5349.493652
	Iteration 6Q: 3 clusters Score -9078575 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -9079264.000000 Penalty: 5349.493652
	Iteration 7Q: 3 clusters Score -9079264 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31809 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -9080343.000000 Penalty: 5349.493652
	Iteration 8Q: 3 clusters Score -9080343 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -9082213.000000 Penalty: 5349.493652
	Iteration 9F: 3 clusters Score -9082213 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -9084758.000000 Penalty: 5349.493652
	Iteration 10F: 3 clusters Score -9084758 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -9088009.000000 Penalty: 5349.493652
	Iteration 11F: 3 clusters Score -9088009 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -9090660.000000 Penalty: 5349.493652
	Iteration 12F: 3 clusters Score -9090660 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9091867.000000 Penalty: 5349.493652
	Iteration 13Q: 3 clusters Score -9091867 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9092319.000000 Penalty: 5349.493652
	Iteration 14Q: 3 clusters Score -9092319 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9092467.000000 Penalty: 5349.493652
	Iteration 15Q: 3 clusters Score -9092467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9092549.000000 Penalty: 5349.493652
	Iteration 16Q: 3 clusters Score -9092549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9092610.000000 Penalty: 5349.493652
	Iteration 17Q: 3 clusters Score -9092610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9092610.000000 Penalty: 5349.493652
	Iteration 18Q: 3 clusters Score -9092610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9092623.000000 Penalty: 5349.493652
	Iteration 19Q: 3 clusters Score -9092623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9092629.000000 Penalty: 5349.493652
	Iteration 20F: 3 clusters Score -9092629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9092636.000000 Penalty: 5349.493652
	Iteration 21Q: 3 clusters Score -9092636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9092644.000000 Penalty: 5349.493652
	Iteration 22Q: 3 clusters Score -9092644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9092644.000000 Penalty: 5349.493652
	Iteration 23F: 3 clusters Score -9092644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Entering Unmasked Estep 
Score: -4992064.000000 Penalty: 2527.626953
	Iteration 0F: 2 clusters Score -4992064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -4973633.500000 Penalty: 5055.253906
	Iteration 0F: 3 clusters Score -4973634 nChanged 11900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4980005.500000 Penalty: 5055.253906
	Iteration 1F: 3 clusters Score -4980006 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4980387.000000 Penalty: 5055.253906
	Iteration 2Q: 3 clusters Score -4980387 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -4980703.000000 Penalty: 5055.253906
	Iteration 3Q: 3 clusters Score -4980703 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -4981045.000000 Penalty: 5055.253906
	Iteration 4Q: 3 clusters Score -4981045 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4981410.500000 Penalty: 5055.253906
	Iteration 5Q: 3 clusters Score -4981410 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -4981900.000000 Penalty: 5055.253906
	Iteration 6Q: 3 clusters Score -4981900 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4982668.000000 Penalty: 5055.253906
	Iteration 7Q: 3 clusters Score -4982668 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -4983838.000000 Penalty: 5055.253906
	Iteration 8F: 3 clusters Score -4983838 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4985508.000000 Penalty: 5055.253906
	Iteration 9F: 3 clusters Score -4985508 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4987211.000000 Penalty: 5055.253906
	Iteration 10F: 3 clusters Score -4987211 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -4988506.500000 Penalty: 5055.253906
	Iteration 11Q: 3 clusters Score -4988506 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -4989267.500000 Penalty: 5055.253906
	Iteration 12Q: 3 clusters Score -4989268 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4989721.000000 Penalty: 5055.253906
	Iteration 13Q: 3 clusters Score -4989721 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4989990.500000 Penalty: 5055.253906
	Iteration 14Q: 3 clusters Score -4989990 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4990150.500000 Penalty: 5055.253906
	Iteration 15Q: 3 clusters Score -4990150 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -4990233.000000 Penalty: 5055.253906
	Iteration 16Q: 3 clusters Score -4990233 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4990260.500000 Penalty: 5055.253906
	Iteration 17Q: 3 clusters Score -4990260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -4990283.000000 Penalty: 5055.253906
	Iteration 18Q: 3 clusters Score -4990283 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -4990311.500000 Penalty: 5055.253906
	Iteration 19Q: 3 clusters Score -4990312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4990306.500000 Penalty: 5055.253906
	Iteration 20F: 3 clusters Score -4990306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4990314.000000 Penalty: 5055.253906
	Iteration 21Q: 3 clusters Score -4990314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -4990314.000000 Penalty: 5055.253906
	Iteration 22Q: 3 clusters Score -4990314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4990323.500000 Penalty: 5055.253906
	Iteration 23Q: 3 clusters Score -4990324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4990328.500000 Penalty: 5055.253906
	Iteration 24Q: 3 clusters Score -4990328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -4990333.500000 Penalty: 5055.253906
	Iteration 25Q: 3 clusters Score -4990334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -4990326.000000 Penalty: 5055.253906
	Iteration 26Q: 3 clusters Score -4990326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -4990327.500000 Penalty: 5055.253906
	Iteration 27Q: 3 clusters Score -4990328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -4990329.000000 Penalty: 5055.253906
	Iteration 28Q: 3 clusters Score -4990329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4990332.500000 Penalty: 5055.253906
	Iteration 29Q: 3 clusters Score -4990332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4990337.500000 Penalty: 5055.253906
	Iteration 30Q: 3 clusters Score -4990338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4990336.000000 Penalty: 5055.253906
	Iteration 31Q: 3 clusters Score -4990336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4990336.000000 Penalty: 5055.253906
	Iteration 32F: 3 clusters Score -4990336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -123244.015625 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123244 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -123706.828125 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123706.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -123911.664062 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -123911.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -124038.132812 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124038.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -124127.937500 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124127.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124205.250000 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124205.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -124280.492188 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124280.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -124375.843750 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -124420.570312 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -124486.882812 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124486.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -124574.953125 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -124643.960938 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -124694.960938 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -124730.929688 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124730.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -124765.312500 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -124765.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -124790.164062 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -124790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -124843.195312 Penalty: 3355.459229
	Iteration 16Q: 3 clusters Score -124843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124862.218750 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -124862.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124868.703125 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -124868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124873.195312 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -124873.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -124882.992188 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -124883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Entering Unmasked Estep 
Score: -8643636.000000 Penalty: 2663.702393
	Iteration 0F: 2 clusters Score -8643636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8613659.000000 Penalty: 5327.404785
	Iteration 0F: 3 clusters Score -8613659 nChanged 21194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -8625276.000000 Penalty: 5327.404785
	Iteration 1F: 3 clusters Score -8625276 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8625758.000000 Penalty: 5327.404785
	Iteration 2Q: 3 clusters Score -8625758 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -8626284.000000 Penalty: 5327.404785
	Iteration 3Q: 3 clusters Score -8626284 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8626863.000000 Penalty: 5327.404785
	Iteration 4Q: 3 clusters Score -8626863 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -8627860.000000 Penalty: 5327.404785
	Iteration 5Q: 3 clusters Score -8627860 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -8629275.000000 Penalty: 5327.404785
	Iteration 6F: 3 clusters Score -8629275 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -8631626.000000 Penalty: 5327.404785
	Iteration 7F: 3 clusters Score -8631626 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -8634719.000000 Penalty: 5327.404785
	Iteration 8F: 3 clusters Score -8634719 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -8637800.000000 Penalty: 5327.404785
	Iteration 9F: 3 clusters Score -8637800 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8639791.000000 Penalty: 5327.404785
	Iteration 10Q: 3 clusters Score -8639791 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8640672.000000 Penalty: 5327.404785
	Iteration 11Q: 3 clusters Score -8640672 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8641004.000000 Penalty: 5327.404785
	Iteration 12Q: 3 clusters Score -8641004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8641181.000000 Penalty: 5327.404785
	Iteration 13Q: 3 clusters Score -8641181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8641265.000000 Penalty: 5327.404785
	Iteration 14Q: 3 clusters Score -8641265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -8641307.000000 Penalty: 5327.404785
	Iteration 15Q: 3 clusters Score -8641307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -8641305.000000 Penalty: 5327.404785
	Iteration 16Q: 3 clusters Score -8641305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -8641321.000000 Penalty: 5327.404785
	Iteration 17Q: 3 clusters Score -8641321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8641336.000000 Penalty: 5327.404785
	Iteration 18Q: 3 clusters Score -8641336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8641330.000000 Penalty: 5327.404785
	Iteration 19Q: 3 clusters Score -8641330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -8641331.000000 Penalty: 5327.404785
	Iteration 20F: 3 clusters Score -8641331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8641337.000000 Penalty: 5327.404785
	Iteration 21Q: 3 clusters Score -8641337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8641337.000000 Penalty: 5327.404785
	Iteration 22F: 3 clusters Score -8641337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -373295.531250 Penalty: 1902.381836
	Iteration 0F: 2 clusters Score -373295.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370544.875000 Penalty: 3804.763672
	Iteration 0F: 3 clusters Score -370544.9 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -371036.000000 Penalty: 3804.763672
	Iteration 1F: 3 clusters Score -371036 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371195.500000 Penalty: 3804.763672
	Iteration 2F: 3 clusters Score -371195.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -371313.687500 Penalty: 3804.763672
	Iteration 3F: 3 clusters Score -371313.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -371388.781250 Penalty: 3804.763672
	Iteration 4Q: 3 clusters Score -371388.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -371442.968750 Penalty: 3804.763672
	Iteration 5Q: 3 clusters Score -371443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371490.843750 Penalty: 3804.763672
	Iteration 6Q: 3 clusters Score -371490.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -371531.593750 Penalty: 3804.763672
	Iteration 7Q: 3 clusters Score -371531.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -371566.062500 Penalty: 3804.763672
	Iteration 8Q: 3 clusters Score -371566.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -371601.718750 Penalty: 3804.763672
	Iteration 9Q: 3 clusters Score -371601.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -371622.125000 Penalty: 3804.763672
	Iteration 10Q: 3 clusters Score -371622.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -371634.375000 Penalty: 3804.763672
	Iteration 11Q: 3 clusters Score -371634.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -371645.000000 Penalty: 3804.763672
	Iteration 12Q: 3 clusters Score -371645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -371651.937500 Penalty: 3804.763672
	Iteration 13Q: 3 clusters Score -371651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -371661.531250 Penalty: 3804.763672
	Iteration 14Q: 3 clusters Score -371661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -371670.500000 Penalty: 3804.763672
	Iteration 15Q: 3 clusters Score -371670.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -371677.937500 Penalty: 3804.763672
	Iteration 16Q: 3 clusters Score -371677.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -371686.312500 Penalty: 3804.763672
	Iteration 17Q: 3 clusters Score -371686.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -371691.562500 Penalty: 3804.763672
	Iteration 18Q: 3 clusters Score -371691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -371698.531250 Penalty: 3804.763672
	Iteration 19Q: 3 clusters Score -371698.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -371702.750000 Penalty: 3804.763672
	Iteration 20F: 3 clusters Score -371702.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -371707.343750 Penalty: 3804.763672
	Iteration 21Q: 3 clusters Score -371707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -371709.562500 Penalty: 3804.763672
	Iteration 22Q: 3 clusters Score -371709.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -371713.593750 Penalty: 3804.763672
	Iteration 23Q: 3 clusters Score -371713.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -371716.937500 Penalty: 3804.763672
	Iteration 24Q: 3 clusters Score -371716.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371720.343750 Penalty: 3804.763672
	Iteration 25Q: 3 clusters Score -371720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -371725.687500 Penalty: 3804.763672
	Iteration 26Q: 3 clusters Score -371725.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -371731.906250 Penalty: 3804.763672
	Iteration 27Q: 3 clusters Score -371731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -371742.000000 Penalty: 3804.763672
	Iteration 28Q: 3 clusters Score -371742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -371748.906250 Penalty: 3804.763672
	Iteration 29Q: 3 clusters Score -371748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -371754.531250 Penalty: 3804.763672
	Iteration 30Q: 3 clusters Score -371754.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -371763.375000 Penalty: 3804.763672
	Iteration 31Q: 3 clusters Score -371763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -371770.656250 Penalty: 3804.763672
	Iteration 32Q: 3 clusters Score -371770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -371775.218750 Penalty: 3804.763672
	Iteration 33Q: 3 clusters Score -371775.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -371779.093750 Penalty: 3804.763672
	Iteration 34Q: 3 clusters Score -371779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -371780.468750 Penalty: 3804.763672
	Iteration 35Q: 3 clusters Score -371780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -371782.375000 Penalty: 3804.763672
	Iteration 36Q: 3 clusters Score -371782.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -371785.781250 Penalty: 3804.763672
	Iteration 37Q: 3 clusters Score -371785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -371790.437500 Penalty: 3804.763672
	Iteration 38Q: 3 clusters Score -371790.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -371794.656250 Penalty: 3804.763672
	Iteration 39Q: 3 clusters Score -371794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -371796.593750 Penalty: 3804.763672
	Iteration 40F: 3 clusters Score -371796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -371797.125000 Penalty: 3804.763672
	Iteration 41Q: 3 clusters Score -371797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -371797.125000 Penalty: 3804.763672
	Iteration 42F: 3 clusters Score -371797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Entering Unmasked Estep 
Score: -9206688.000000 Penalty: 2677.757568
	Iteration 0F: 2 clusters Score -9206688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9175898.000000 Penalty: 5355.515137
	Iteration 0F: 3 clusters Score -9175898 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -9188624.000000 Penalty: 5355.515137
	Iteration 1F: 3 clusters Score -9188624 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -9189239.000000 Penalty: 5355.515137
	Iteration 2Q: 3 clusters Score -9189239 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -9189742.000000 Penalty: 5355.515137
	Iteration 3Q: 3 clusters Score -9189742 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -9190328.000000 Penalty: 5355.515137
	Iteration 4Q: 3 clusters Score -9190328 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9190882.000000 Penalty: 5355.515137
	Iteration 5Q: 3 clusters Score -9190882 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9191589.000000 Penalty: 5355.515137
	Iteration 6Q: 3 clusters Score -9191589 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -9192534.000000 Penalty: 5355.515137
	Iteration 7Q: 3 clusters Score -9192534 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -9193963.000000 Penalty: 5355.515137
	Iteration 8Q: 3 clusters Score -9193963 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -9195916.000000 Penalty: 5355.515137
	Iteration 9F: 3 clusters Score -9195916 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -9198359.000000 Penalty: 5355.515137
	Iteration 10F: 3 clusters Score -9198359 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -9200476.000000 Penalty: 5355.515137
	Iteration 11F: 3 clusters Score -9200476 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -9201702.000000 Penalty: 5355.515137
	Iteration 12Q: 3 clusters Score -9201702 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -9202409.000000 Penalty: 5355.515137
	Iteration 13Q: 3 clusters Score -9202409 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -9202991.000000 Penalty: 5355.515137
	Iteration 14Q: 3 clusters Score -9202991 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -9203472.000000 Penalty: 5355.515137
	Iteration 15Q: 3 clusters Score -9203472 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -9203875.000000 Penalty: 5355.515137
	Iteration 16Q: 3 clusters Score -9203875 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9204196.000000 Penalty: 5355.515137
	Iteration 17Q: 3 clusters Score -9204196 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -9204395.000000 Penalty: 5355.515137
	Iteration 18Q: 3 clusters Score -9204395 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -9204549.000000 Penalty: 5355.515137
	Iteration 19Q: 3 clusters Score -9204549 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -9204644.000000 Penalty: 5355.515137
	Iteration 20F: 3 clusters Score -9204644 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -9204690.000000 Penalty: 5355.515137
	Iteration 21Q: 3 clusters Score -9204690 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -9204735.000000 Penalty: 5355.515137
	Iteration 22Q: 3 clusters Score -9204735 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -9204785.000000 Penalty: 5355.515137
	Iteration 23Q: 3 clusters Score -9204785 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -9204792.000000 Penalty: 5355.515137
	Iteration 24Q: 3 clusters Score -9204792 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -9204814.000000 Penalty: 5355.515137
	Iteration 25Q: 3 clusters Score -9204814 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -9204829.000000 Penalty: 5355.515137
	Iteration 26Q: 3 clusters Score -9204829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -9204826.000000 Penalty: 5355.515137
	Iteration 27Q: 3 clusters Score -9204826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -9204833.000000 Penalty: 5355.515137
	Iteration 28Q: 3 clusters Score -9204833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -9204831.000000 Penalty: 5355.515137
	Iteration 29Q: 3 clusters Score -9204831 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -9204839.000000 Penalty: 5355.515137
	Iteration 30Q: 3 clusters Score -9204839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -9204830.000000 Penalty: 5355.515137
	Iteration 31Q: 3 clusters Score -9204830 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -9204848.000000 Penalty: 5355.515137
	Iteration 32Q: 3 clusters Score -9204848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -9204848.000000 Penalty: 5355.515137
	Iteration 33Q: 3 clusters Score -9204848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -9204837.000000 Penalty: 5355.515137
	Iteration 34Q: 3 clusters Score -9204837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -9204859.000000 Penalty: 5355.515137
	Iteration 35Q: 3 clusters Score -9204859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -9204870.000000 Penalty: 5355.515137
	Iteration 36Q: 3 clusters Score -9204870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -9204902.000000 Penalty: 5355.515137
	Iteration 37Q: 3 clusters Score -9204902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -9204907.000000 Penalty: 5355.515137
	Iteration 38Q: 3 clusters Score -9204907 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -9204930.000000 Penalty: 5355.515137
	Iteration 39Q: 3 clusters Score -9204930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -9204951.000000 Penalty: 5355.515137
	Iteration 40F: 3 clusters Score -9204951 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -9204958.000000 Penalty: 5355.515137
	Iteration 41Q: 3 clusters Score -9204958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -9204969.000000 Penalty: 5355.515137
	Iteration 42Q: 3 clusters Score -9204969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -9204959.000000 Penalty: 5355.515137
	Iteration 43Q: 3 clusters Score -9204959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -9204961.000000 Penalty: 5355.515137
	Iteration 44Q: 3 clusters Score -9204961 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -9204982.000000 Penalty: 5355.515137
	Iteration 45Q: 3 clusters Score -9204982 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -9205000.000000 Penalty: 5355.515137
	Iteration 46Q: 3 clusters Score -9205000 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -9204984.000000 Penalty: 5355.515137
	Iteration 47Q: 3 clusters Score -9204984 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -9205033.000000 Penalty: 5355.515137
	Iteration 48Q: 3 clusters Score -9205033 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -9205037.000000 Penalty: 5355.515137
	Iteration 49Q: 3 clusters Score -9205037 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -9205027.000000 Penalty: 5355.515137
	Iteration 50Q: 3 clusters Score -9205027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -9205047.000000 Penalty: 5355.515137
	Iteration 51Q: 3 clusters Score -9205047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -9205036.000000 Penalty: 5355.515137
	Iteration 52Q: 3 clusters Score -9205036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -9205047.000000 Penalty: 5355.515137
	Iteration 53Q: 3 clusters Score -9205047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -9205045.000000 Penalty: 5355.515137
	Iteration 54Q: 3 clusters Score -9205045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -9205073.000000 Penalty: 5355.515137
	Iteration 55Q: 3 clusters Score -9205073 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -9205066.000000 Penalty: 5355.515137
	Iteration 56Q: 3 clusters Score -9205066 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -9205096.000000 Penalty: 5355.515137
	Iteration 57Q: 3 clusters Score -9205096 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -9205110.000000 Penalty: 5355.515137
	Iteration 58Q: 3 clusters Score -9205110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -9205102.000000 Penalty: 5355.515137
	Iteration 59Q: 3 clusters Score -9205102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9205109.000000 Penalty: 5355.515137
	Iteration 60F: 3 clusters Score -9205109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -9205110.000000 Penalty: 5355.515137
	Iteration 61Q: 3 clusters Score -9205110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -9205109.000000 Penalty: 5355.515137
	Iteration 62Q: 3 clusters Score -9205109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -9205116.000000 Penalty: 5355.515137
	Iteration 63Q: 3 clusters Score -9205116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -9205128.000000 Penalty: 5355.515137
	Iteration 64Q: 3 clusters Score -9205128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -9205138.000000 Penalty: 5355.515137
	Iteration 65Q: 3 clusters Score -9205138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -9205137.000000 Penalty: 5355.515137
	Iteration 66Q: 3 clusters Score -9205137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -9205137.000000 Penalty: 5355.515137
	Iteration 67Q: 3 clusters Score -9205137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -9205141.000000 Penalty: 5355.515137
	Iteration 68Q: 3 clusters Score -9205141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -9205144.000000 Penalty: 5355.515137
	Iteration 69Q: 3 clusters Score -9205144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9205144.000000 Penalty: 5355.515137
	Iteration 70Q: 3 clusters Score -9205144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -9205139.000000 Penalty: 5355.515137
	Iteration 71Q: 3 clusters Score -9205139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -9205156.000000 Penalty: 5355.515137
	Iteration 72Q: 3 clusters Score -9205156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9205152.000000 Penalty: 5355.515137
	Iteration 73Q: 3 clusters Score -9205152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -9205165.000000 Penalty: 5355.515137
	Iteration 74Q: 3 clusters Score -9205165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -9205166.000000 Penalty: 5355.515137
	Iteration 75Q: 3 clusters Score -9205166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -9205166.000000 Penalty: 5355.515137
	Iteration 76Q: 3 clusters Score -9205166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -9205158.000000 Penalty: 5355.515137
	Iteration 77Q: 3 clusters Score -9205158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9205176.000000 Penalty: 5355.515137
	Iteration 78Q: 3 clusters Score -9205176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -9205163.000000 Penalty: 5355.515137
	Iteration 79Q: 3 clusters Score -9205163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -9205169.000000 Penalty: 5355.515137
	Iteration 80F: 3 clusters Score -9205169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -9205168.000000 Penalty: 5355.515137
	Iteration 81Q: 3 clusters Score -9205168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -9205175.000000 Penalty: 5355.515137
	Iteration 82Q: 3 clusters Score -9205175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -9205176.000000 Penalty: 5355.515137
	Iteration 83Q: 3 clusters Score -9205176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 38305 members 
Entering Unmasked Estep 
Score: -9205169.000000 Penalty: 5355.515137
	Iteration 84Q: 3 clusters Score -9205169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -9205177.000000 Penalty: 5355.515137
	Iteration 85Q: 3 clusters Score -9205177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -9205173.000000 Penalty: 5355.515137
	Iteration 86Q: 3 clusters Score -9205173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -9205176.000000 Penalty: 5355.515137
	Iteration 87Q: 3 clusters Score -9205176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -9205181.000000 Penalty: 5355.515137
	Iteration 88Q: 3 clusters Score -9205181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -9205178.000000 Penalty: 5355.515137
	Iteration 89Q: 3 clusters Score -9205178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -9205176.000000 Penalty: 5355.515137
	Iteration 90Q: 3 clusters Score -9205176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -9205174.000000 Penalty: 5355.515137
	Iteration 91Q: 3 clusters Score -9205174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -9205174.000000 Penalty: 5355.515137
	Iteration 92Q: 3 clusters Score -9205174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -9205174.000000 Penalty: 5355.515137
	Iteration 93F: 3 clusters Score -9205174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -543519.125000 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -543519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -540302.812500 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -540302.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -540952.250000 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -540952.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -541113.750000 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -541113.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -541214.937500 Penalty: 3954.685059
	Iteration 3Q: 3 clusters Score -541214.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -541293.937500 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -541293.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -541360.625000 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -541360.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -541411.687500 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -541411.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -541448.312500 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -541448.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -541480.812500 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -541480.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -541503.625000 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -541503.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -541528.250000 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -541528.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -541548.312500 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -541548.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -541564.562500 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -541564.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -541582.687500 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -541582.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -541604.250000 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -541604.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -541630.500000 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -541630.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -541651.562500 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -541651.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -541665.500000 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -541665.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -541680.062500 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -541680.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -541702.437500 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -541702.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -541720.500000 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -541720.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -541738.062500 Penalty: 3954.685059
	Iteration 21Q: 3 clusters Score -541738.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -541754.250000 Penalty: 3954.685059
	Iteration 22Q: 3 clusters Score -541754.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -541766.937500 Penalty: 3954.685059
	Iteration 23Q: 3 clusters Score -541766.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -541781.812500 Penalty: 3954.685059
	Iteration 24Q: 3 clusters Score -541781.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -541795.937500 Penalty: 3954.685059
	Iteration 25Q: 3 clusters Score -541795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -541804.937500 Penalty: 3954.685059
	Iteration 26Q: 3 clusters Score -541804.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -541811.500000 Penalty: 3954.685059
	Iteration 27Q: 3 clusters Score -541811.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -541814.687500 Penalty: 3954.685059
	Iteration 28Q: 3 clusters Score -541814.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -541818.562500 Penalty: 3954.685059
	Iteration 29Q: 3 clusters Score -541818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -541821.125000 Penalty: 3954.685059
	Iteration 30Q: 3 clusters Score -541821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -541823.937500 Penalty: 3954.685059
	Iteration 31Q: 3 clusters Score -541823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -541825.750000 Penalty: 3954.685059
	Iteration 32Q: 3 clusters Score -541825.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -541830.312500 Penalty: 3954.685059
	Iteration 33Q: 3 clusters Score -541830.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -541838.812500 Penalty: 3954.685059
	Iteration 34Q: 3 clusters Score -541838.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -541846.000000 Penalty: 3954.685059
	Iteration 35Q: 3 clusters Score -541846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -541851.500000 Penalty: 3954.685059
	Iteration 36Q: 3 clusters Score -541851.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -541856.187500 Penalty: 3954.685059
	Iteration 37Q: 3 clusters Score -541856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -541859.062500 Penalty: 3954.685059
	Iteration 38Q: 3 clusters Score -541859.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -541861.312500 Penalty: 3954.685059
	Iteration 39Q: 3 clusters Score -541861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -541863.000000 Penalty: 3954.685059
	Iteration 40F: 3 clusters Score -541863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -541864.625000 Penalty: 3954.685059
	Iteration 41Q: 3 clusters Score -541864.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -541865.437500 Penalty: 3954.685059
	Iteration 42Q: 3 clusters Score -541865.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -541866.062500 Penalty: 3954.685059
	Iteration 43Q: 3 clusters Score -541866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -541866.062500 Penalty: 3954.685059
	Iteration 44F: 3 clusters Score -541866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -324598.687500 Penalty: 1858.066406
	Iteration 0F: 2 clusters Score -324598.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -322110.781250 Penalty: 3716.132812
	Iteration 0F: 3 clusters Score -322110.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -322517.187500 Penalty: 3716.132812
	Iteration 1F: 3 clusters Score -322517.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -322647.375000 Penalty: 3716.132812
	Iteration 2F: 3 clusters Score -322647.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -322712.968750 Penalty: 3716.132812
	Iteration 3Q: 3 clusters Score -322713 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -322755.125000 Penalty: 3716.132812
	Iteration 4Q: 3 clusters Score -322755.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -322780.656250 Penalty: 3716.132812
	Iteration 5Q: 3 clusters Score -322780.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -322799.500000 Penalty: 3716.132812
	Iteration 6Q: 3 clusters Score -322799.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -322813.593750 Penalty: 3716.132812
	Iteration 7Q: 3 clusters Score -322813.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -322823.156250 Penalty: 3716.132812
	Iteration 8Q: 3 clusters Score -322823.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -322832.781250 Penalty: 3716.132812
	Iteration 9Q: 3 clusters Score -322832.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -322837.625000 Penalty: 3716.132812
	Iteration 10Q: 3 clusters Score -322837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -322843.687500 Penalty: 3716.132812
	Iteration 11Q: 3 clusters Score -322843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -322848.093750 Penalty: 3716.132812
	Iteration 12Q: 3 clusters Score -322848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -322848.562500 Penalty: 3716.132812
	Iteration 13Q: 3 clusters Score -322848.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -322848.937500 Penalty: 3716.132812
	Iteration 14Q: 3 clusters Score -322848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -322848.937500 Penalty: 3716.132812
	Iteration 15F: 3 clusters Score -322848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (40805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Entering Unmasked Estep 
Score: -7649402.000000 Penalty: 2632.906982
	Iteration 0F: 2 clusters Score -7649402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -7622101.000000 Penalty: 5265.813965
	Iteration 0F: 3 clusters Score -7622101 nChanged 18542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -7632084.000000 Penalty: 5265.813965
	Iteration 1F: 3 clusters Score -7632084 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -7632503.000000 Penalty: 5265.813965
	Iteration 2Q: 3 clusters Score -7632503 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7632869.000000 Penalty: 5265.813965
	Iteration 3Q: 3 clusters Score -7632869 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -7633205.500000 Penalty: 5265.813965
	Iteration 4Q: 3 clusters Score -7633206 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -7633547.500000 Penalty: 5265.813965
	Iteration 5Q: 3 clusters Score -7633548 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -7633971.000000 Penalty: 5265.813965
	Iteration 6Q: 3 clusters Score -7633971 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -7634400.000000 Penalty: 5265.813965
	Iteration 7Q: 3 clusters Score -7634400 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -7634929.000000 Penalty: 5265.813965
	Iteration 8Q: 3 clusters Score -7634929 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -7635687.500000 Penalty: 5265.813965
	Iteration 9Q: 3 clusters Score -7635688 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -7636808.500000 Penalty: 5265.813965
	Iteration 10F: 3 clusters Score -7636808 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -7638308.500000 Penalty: 5265.813965
	Iteration 11F: 3 clusters Score -7638308 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -7640184.500000 Penalty: 5265.813965
	Iteration 12F: 3 clusters Score -7640184 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7642331.500000 Penalty: 5265.813965
	Iteration 13F: 3 clusters Score -7642332 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7644177.000000 Penalty: 5265.813965
	Iteration 14F: 3 clusters Score -7644177 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7645471.000000 Penalty: 5265.813965
	Iteration 15Q: 3 clusters Score -7645471 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7646224.000000 Penalty: 5265.813965
	Iteration 16Q: 3 clusters Score -7646224 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7646611.000000 Penalty: 5265.813965
	Iteration 17Q: 3 clusters Score -7646611 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7646824.500000 Penalty: 5265.813965
	Iteration 18Q: 3 clusters Score -7646824 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7646950.500000 Penalty: 5265.813965
	Iteration 19Q: 3 clusters Score -7646950 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -7647019.000000 Penalty: 5265.813965
	Iteration 20F: 3 clusters Score -7647019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7647063.500000 Penalty: 5265.813965
	Iteration 21Q: 3 clusters Score -7647064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7647070.000000 Penalty: 5265.813965
	Iteration 22Q: 3 clusters Score -7647070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7647080.500000 Penalty: 5265.813965
	Iteration 23Q: 3 clusters Score -7647080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7647100.500000 Penalty: 5265.813965
	Iteration 24Q: 3 clusters Score -7647100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -7647106.000000 Penalty: 5265.813965
	Iteration 25Q: 3 clusters Score -7647106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7647104.500000 Penalty: 5265.813965
	Iteration 26Q: 3 clusters Score -7647104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7647119.000000 Penalty: 5265.813965
	Iteration 27Q: 3 clusters Score -7647119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7647123.500000 Penalty: 5265.813965
	Iteration 28Q: 3 clusters Score -7647124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7647124.500000 Penalty: 5265.813965
	Iteration 29Q: 3 clusters Score -7647124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7647129.500000 Penalty: 5265.813965
	Iteration 30Q: 3 clusters Score -7647130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7647129.500000 Penalty: 5265.813965
	Iteration 31F: 3 clusters Score -7647130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (14687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Entering Unmasked Estep 
Score: -2756434.750000 Penalty: 2379.489990
	Iteration 0F: 2 clusters Score -2756435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2745771.250000 Penalty: 4758.979980
	Iteration 0F: 3 clusters Score -2745771 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2749079.500000 Penalty: 4758.979980
	Iteration 1F: 3 clusters Score -2749080 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2749411.500000 Penalty: 4758.979980
	Iteration 2F: 3 clusters Score -2749412 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2749684.750000 Penalty: 4758.979980
	Iteration 3Q: 3 clusters Score -2749685 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2749940.250000 Penalty: 4758.979980
	Iteration 4Q: 3 clusters Score -2749940 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2750212.750000 Penalty: 4758.979980
	Iteration 5Q: 3 clusters Score -2750213 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2750535.750000 Penalty: 4758.979980
	Iteration 6Q: 3 clusters Score -2750536 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2750878.750000 Penalty: 4758.979980
	Iteration 7Q: 3 clusters Score -2750879 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2751308.250000 Penalty: 4758.979980
	Iteration 8Q: 3 clusters Score -2751308 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2751863.250000 Penalty: 4758.979980
	Iteration 9F: 3 clusters Score -2751863 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2752471.500000 Penalty: 4758.979980
	Iteration 10F: 3 clusters Score -2752472 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2753040.750000 Penalty: 4758.979980
	Iteration 11Q: 3 clusters Score -2753041 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2753511.750000 Penalty: 4758.979980
	Iteration 12Q: 3 clusters Score -2753512 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2753875.250000 Penalty: 4758.979980
	Iteration 13Q: 3 clusters Score -2753875 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2754075.250000 Penalty: 4758.979980
	Iteration 14Q: 3 clusters Score -2754075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2754194.500000 Penalty: 4758.979980
	Iteration 15Q: 3 clusters Score -2754194 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2754273.750000 Penalty: 4758.979980
	Iteration 16Q: 3 clusters Score -2754274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -2754317.500000 Penalty: 4758.979980
	Iteration 17Q: 3 clusters Score -2754318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2754352.500000 Penalty: 4758.979980
	Iteration 18Q: 3 clusters Score -2754352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -2754380.250000 Penalty: 4758.979980
	Iteration 19Q: 3 clusters Score -2754380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2754397.000000 Penalty: 4758.979980
	Iteration 20F: 3 clusters Score -2754397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2754407.000000 Penalty: 4758.979980
	Iteration 21Q: 3 clusters Score -2754407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2754409.500000 Penalty: 4758.979980
	Iteration 22Q: 3 clusters Score -2754410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2754414.750000 Penalty: 4758.979980
	Iteration 23Q: 3 clusters Score -2754415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2754418.000000 Penalty: 4758.979980
	Iteration 24Q: 3 clusters Score -2754418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2754420.000000 Penalty: 4758.979980
	Iteration 25Q: 3 clusters Score -2754420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2754420.000000 Penalty: 4758.979980
	Iteration 26F: 3 clusters Score -2754420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (51039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Entering Unmasked Estep 
Score: -9590629.000000 Penalty: 2688.405762
	Iteration 0F: 2 clusters Score -9590629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -9559376.000000 Penalty: 5376.811523
	Iteration 0F: 3 clusters Score -9559376 nChanged 23487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -9572598.000000 Penalty: 5376.811523
	Iteration 1F: 3 clusters Score -9572598 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -9573365.000000 Penalty: 5376.811523
	Iteration 2Q: 3 clusters Score -9573365 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -9574275.000000 Penalty: 5376.811523
	Iteration 3Q: 3 clusters Score -9574275 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -9575365.000000 Penalty: 5376.811523
	Iteration 4Q: 3 clusters Score -9575365 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -9576901.000000 Penalty: 5376.811523
	Iteration 5F: 3 clusters Score -9576901 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9578979.000000 Penalty: 5376.811523
	Iteration 6F: 3 clusters Score -9578979 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -9581779.000000 Penalty: 5376.811523
	Iteration 7F: 3 clusters Score -9581779 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -9584644.000000 Penalty: 5376.811523
	Iteration 8F: 3 clusters Score -9584644 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -9586547.000000 Penalty: 5376.811523
	Iteration 9F: 3 clusters Score -9586547 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -9587756.000000 Penalty: 5376.811523
	Iteration 10Q: 3 clusters Score -9587756 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50064 members 
Entering Unmasked Estep 
Score: -9588154.000000 Penalty: 5376.811523
	Iteration 11Q: 3 clusters Score -9588154 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -9588276.000000 Penalty: 5376.811523
	Iteration 12Q: 3 clusters Score -9588276 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9588322.000000 Penalty: 5376.811523
	Iteration 13Q: 3 clusters Score -9588322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9588369.000000 Penalty: 5376.811523
	Iteration 14Q: 3 clusters Score -9588369 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -9588361.000000 Penalty: 5376.811523
	Iteration 15Q: 3 clusters Score -9588361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -9588398.000000 Penalty: 5376.811523
	Iteration 16Q: 3 clusters Score -9588398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -9588410.000000 Penalty: 5376.811523
	Iteration 17Q: 3 clusters Score -9588410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50752 members 
Entering Unmasked Estep 
Score: -9588424.000000 Penalty: 5376.811523
	Iteration 18Q: 3 clusters Score -9588424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -9588424.000000 Penalty: 5376.811523
	Iteration 19Q: 3 clusters Score -9588424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -9588435.000000 Penalty: 5376.811523
	Iteration 20F: 3 clusters Score -9588435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9588439.000000 Penalty: 5376.811523
	Iteration 21Q: 3 clusters Score -9588439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -9588439.000000 Penalty: 5376.811523
	Iteration 22Q: 3 clusters Score -9588439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -9588444.000000 Penalty: 5376.811523
	Iteration 23Q: 3 clusters Score -9588444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -9588442.000000 Penalty: 5376.811523
	Iteration 24Q: 3 clusters Score -9588442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -9588449.000000 Penalty: 5376.811523
	Iteration 25Q: 3 clusters Score -9588449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -9588449.000000 Penalty: 5376.811523
	Iteration 26Q: 3 clusters Score -9588449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50768 members 
Entering Unmasked Estep 
Score: -9588449.000000 Penalty: 5376.811523
	Iteration 27F: 3 clusters Score -9588449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Entering Unmasked Estep 
Score: -9512949.000000 Penalty: 2686.821533
	Iteration 0F: 2 clusters Score -9512949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9481718.000000 Penalty: 5373.643066
	Iteration 0F: 3 clusters Score -9481718 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -9494623.000000 Penalty: 5373.643066
	Iteration 1F: 3 clusters Score -9494623 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -9495159.000000 Penalty: 5373.643066
	Iteration 2Q: 3 clusters Score -9495159 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -9495622.000000 Penalty: 5373.643066
	Iteration 3Q: 3 clusters Score -9495622 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -9496072.000000 Penalty: 5373.643066
	Iteration 4Q: 3 clusters Score -9496072 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -9496517.000000 Penalty: 5373.643066
	Iteration 5Q: 3 clusters Score -9496517 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -9497022.000000 Penalty: 5373.643066
	Iteration 6Q: 3 clusters Score -9497022 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -9497641.000000 Penalty: 5373.643066
	Iteration 7Q: 3 clusters Score -9497641 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -9498457.000000 Penalty: 5373.643066
	Iteration 8Q: 3 clusters Score -9498457 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -9499547.000000 Penalty: 5373.643066
	Iteration 9Q: 3 clusters Score -9499547 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -9501067.000000 Penalty: 5373.643066
	Iteration 10F: 3 clusters Score -9501067 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -9502813.000000 Penalty: 5373.643066
	Iteration 11F: 3 clusters Score -9502813 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -9504612.000000 Penalty: 5373.643066
	Iteration 12F: 3 clusters Score -9504612 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41053 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -9506273.000000 Penalty: 5373.643066
	Iteration 13Q: 3 clusters Score -9506273 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -9507580.000000 Penalty: 5373.643066
	Iteration 14Q: 3 clusters Score -9507580 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -9508510.000000 Penalty: 5373.643066
	Iteration 15Q: 3 clusters Score -9508510 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -9509190.000000 Penalty: 5373.643066
	Iteration 16Q: 3 clusters Score -9509190 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -9509631.000000 Penalty: 5373.643066
	Iteration 17Q: 3 clusters Score -9509631 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -9509903.000000 Penalty: 5373.643066
	Iteration 18Q: 3 clusters Score -9509903 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9510182.000000 Penalty: 5373.643066
	Iteration 19Q: 3 clusters Score -9510182 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -9510401.000000 Penalty: 5373.643066
	Iteration 20F: 3 clusters Score -9510401 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48461 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9510561.000000 Penalty: 5373.643066
	Iteration 21Q: 3 clusters Score -9510561 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9510705.000000 Penalty: 5373.643066
	Iteration 22Q: 3 clusters Score -9510705 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9510768.000000 Penalty: 5373.643066
	Iteration 23Q: 3 clusters Score -9510768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9510792.000000 Penalty: 5373.643066
	Iteration 24Q: 3 clusters Score -9510792 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9510811.000000 Penalty: 5373.643066
	Iteration 25Q: 3 clusters Score -9510811 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9510854.000000 Penalty: 5373.643066
	Iteration 26Q: 3 clusters Score -9510854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9510881.000000 Penalty: 5373.643066
	Iteration 27Q: 3 clusters Score -9510881 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9510884.000000 Penalty: 5373.643066
	Iteration 28Q: 3 clusters Score -9510884 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9510922.000000 Penalty: 5373.643066
	Iteration 29Q: 3 clusters Score -9510922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9510918.000000 Penalty: 5373.643066
	Iteration 30Q: 3 clusters Score -9510918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9510926.000000 Penalty: 5373.643066
	Iteration 31Q: 3 clusters Score -9510926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9510943.000000 Penalty: 5373.643066
	Iteration 32Q: 3 clusters Score -9510943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9510948.000000 Penalty: 5373.643066
	Iteration 33Q: 3 clusters Score -9510948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9510951.000000 Penalty: 5373.643066
	Iteration 34Q: 3 clusters Score -9510951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9510955.000000 Penalty: 5373.643066
	Iteration 35Q: 3 clusters Score -9510955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9510964.000000 Penalty: 5373.643066
	Iteration 36Q: 3 clusters Score -9510964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9510960.000000 Penalty: 5373.643066
	Iteration 37Q: 3 clusters Score -9510960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9510955.000000 Penalty: 5373.643066
	Iteration 38Q: 3 clusters Score -9510955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9510964.000000 Penalty: 5373.643066
	Iteration 39Q: 3 clusters Score -9510964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9510962.000000 Penalty: 5373.643066
	Iteration 40F: 3 clusters Score -9510962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9510965.000000 Penalty: 5373.643066
	Iteration 41Q: 3 clusters Score -9510965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50180 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9510964.000000 Penalty: 5373.643066
	Iteration 42Q: 3 clusters Score -9510964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9510956.000000 Penalty: 5373.643066
	Iteration 43Q: 3 clusters Score -9510956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9510960.000000 Penalty: 5373.643066
	Iteration 44Q: 3 clusters Score -9510960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9510953.000000 Penalty: 5373.643066
	Iteration 45Q: 3 clusters Score -9510953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9510958.000000 Penalty: 5373.643066
	Iteration 46Q: 3 clusters Score -9510958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9510951.000000 Penalty: 5373.643066
	Iteration 47Q: 3 clusters Score -9510951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9510951.000000 Penalty: 5373.643066
	Iteration 48F: 3 clusters Score -9510951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6714 members 
Mstep: Class 4 contains 38276 members 
Mstep: Class 5 contains 4400 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44188 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37956 members 
Mstep: Class 10 contains 46570 members 
Mstep: Class 11 contains 6845 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43370 members 
Mstep: Class 14 contains 16880 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18457 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 47882 members 
Mstep: Class 19 contains 25651 members 
Mstep: Class 20 contains 39800 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48304 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46200 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 48894 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40805 members 
Mstep: Class 31 contains 14687 members 
Mstep: Class 32 contains 51039 members 
Mstep: Class 33 contains 50714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174624.000000 Penalty: 110674.398438
Iteration 439Q: 34 clusters Score -1.371746e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44207 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37864 members 
Mstep: Class 10 contains 46544 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43367 members 
Mstep: Class 14 contains 16878 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18444 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 47803 members 
Mstep: Class 19 contains 25684 members 
Mstep: Class 20 contains 39811 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48340 members 
Mstep: Class 23 contains 26690 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46211 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 48912 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40847 members 
Mstep: Class 31 contains 14642 members 
Mstep: Class 32 contains 51123 members 
Mstep: Class 33 contains 50731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174368.000000 Penalty: 110674.398438
Iteration 440F: 34 clusters Score -1.371744e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6715 members 
Mstep: Class 4 contains 38241 members 
Mstep: Class 5 contains 4407 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44227 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37757 members 
Mstep: Class 10 contains 46517 members 
Mstep: Class 11 contains 6831 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43364 members 
Mstep: Class 14 contains 16869 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18442 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 47769 members 
Mstep: Class 19 contains 25723 members 
Mstep: Class 20 contains 39801 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48346 members 
Mstep: Class 23 contains 26683 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46232 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 48959 members 
Mstep: Class 28 contains 2900 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40885 members 
Mstep: Class 31 contains 14596 members 
Mstep: Class 32 contains 51190 members 
Mstep: Class 33 contains 50754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174320.000000 Penalty: 110674.398438
Iteration 441Q: 34 clusters Score -1.371743e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 38222 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44270 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37659 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 6827 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43368 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18434 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 47774 members 
Mstep: Class 19 contains 25753 members 
Mstep: Class 20 contains 39796 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48337 members 
Mstep: Class 23 contains 26687 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46231 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49024 members 
Mstep: Class 28 contains 2902 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40920 members 
Mstep: Class 31 contains 14554 members 
Mstep: Class 32 contains 51204 members 
Mstep: Class 33 contains 50800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174432.000000 Penalty: 110674.398438
Iteration 442Q: 34 clusters Score -1.371744e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6721 members 
Mstep: Class 4 contains 38209 members 
Mstep: Class 5 contains 4416 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 44337 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37578 members 
Mstep: Class 10 contains 46413 members 
Mstep: Class 11 contains 6826 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18422 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 47816 members 
Mstep: Class 19 contains 25768 members 
Mstep: Class 20 contains 39790 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48240 members 
Mstep: Class 23 contains 26680 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46244 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49113 members 
Mstep: Class 28 contains 2901 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 40958 members 
Mstep: Class 31 contains 14511 members 
Mstep: Class 32 contains 51216 members 
Mstep: Class 33 contains 50801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174336.000000 Penalty: 110674.398438
Iteration 443Q: 34 clusters Score -1.371743e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 38211 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37503 members 
Mstep: Class 10 contains 46445 members 
Mstep: Class 11 contains 6829 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43365 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18425 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 47777 members 
Mstep: Class 19 contains 25780 members 
Mstep: Class 20 contains 39788 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48215 members 
Mstep: Class 23 contains 26673 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46257 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49150 members 
Mstep: Class 28 contains 2899 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 40992 members 
Mstep: Class 31 contains 14466 members 
Mstep: Class 32 contains 51238 members 
Mstep: Class 33 contains 50798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174320.000000 Penalty: 110674.398438
Iteration 444Q: 34 clusters Score -1.371743e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6722 members 
Mstep: Class 4 contains 38205 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44425 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37414 members 
Mstep: Class 10 contains 46442 members 
Mstep: Class 11 contains 6822 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43354 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18419 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 47760 members 
Mstep: Class 19 contains 25784 members 
Mstep: Class 20 contains 39793 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48220 members 
Mstep: Class 23 contains 26672 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46292 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49217 members 
Mstep: Class 28 contains 2894 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 41040 members 
Mstep: Class 31 contains 14418 members 
Mstep: Class 32 contains 51229 members 
Mstep: Class 33 contains 50773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174192.000000 Penalty: 110674.398438
Iteration 445Q: 34 clusters Score -1.371742e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6725 members 
Mstep: Class 4 contains 38200 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44454 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37311 members 
Mstep: Class 10 contains 46429 members 
Mstep: Class 11 contains 6815 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43365 members 
Mstep: Class 14 contains 16866 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18412 members 
Mstep: Class 17 contains 24915 members 
Mstep: Class 18 contains 47736 members 
Mstep: Class 19 contains 25791 members 
Mstep: Class 20 contains 39806 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48246 members 
Mstep: Class 23 contains 26665 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46307 members 
Mstep: Class 26 contains 2145 members 
Mstep: Class 27 contains 49270 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 41103 members 
Mstep: Class 31 contains 14376 members 
Mstep: Class 32 contains 51234 members 
Mstep: Class 33 contains 50753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174112.000000 Penalty: 110674.398438
Iteration 446Q: 34 clusters Score -1.371741e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6727 members 
Mstep: Class 4 contains 38195 members 
Mstep: Class 5 contains 4414 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44484 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37211 members 
Mstep: Class 10 contains 46457 members 
Mstep: Class 11 contains 6808 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43364 members 
Mstep: Class 14 contains 16863 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18404 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 47741 members 
Mstep: Class 19 contains 25804 members 
Mstep: Class 20 contains 39839 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48199 members 
Mstep: Class 23 contains 26650 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46317 members 
Mstep: Class 26 contains 2147 members 
Mstep: Class 27 contains 49302 members 
Mstep: Class 28 contains 2890 members 
Mstep: Class 29 contains 1795 members 
Mstep: Class 30 contains 41177 members 
Mstep: Class 31 contains 14323 members 
Mstep: Class 32 contains 51262 members 
Mstep: Class 33 contains 50724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174112.000000 Penalty: 110674.398438
Iteration 447Q: 34 clusters Score -1.371741e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6728 members 
Mstep: Class 4 contains 38183 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 44531 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37143 members 
Mstep: Class 10 contains 46470 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43357 members 
Mstep: Class 14 contains 16860 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18388 members 
Mstep: Class 17 contains 24930 members 
Mstep: Class 18 contains 47744 members 
Mstep: Class 19 contains 25809 members 
Mstep: Class 20 contains 39859 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48184 members 
Mstep: Class 23 contains 26648 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46325 members 
Mstep: Class 26 contains 2148 members 
Mstep: Class 27 contains 49337 members 
Mstep: Class 28 contains 2888 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 41244 members 
Mstep: Class 31 contains 14273 members 
Mstep: Class 32 contains 51251 members 
Mstep: Class 33 contains 50713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173936.000000 Penalty: 110674.398438
Iteration 448Q: 34 clusters Score -1.371739e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 38178 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 5461 members 
Mstep: Class 7 contains 44561 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37077 members 
Mstep: Class 10 contains 46530 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43352 members 
Mstep: Class 14 contains 16859 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18387 members 
Mstep: Class 17 contains 24938 members 
Mstep: Class 18 contains 47662 members 
Mstep: Class 19 contains 25813 members 
Mstep: Class 20 contains 39875 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48175 members 
Mstep: Class 23 contains 26639 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46310 members 
Mstep: Class 26 contains 2149 members 
Mstep: Class 27 contains 49388 members 
Mstep: Class 28 contains 2891 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 41286 members 
Mstep: Class 31 contains 14236 members 
Mstep: Class 32 contains 51290 members 
Mstep: Class 33 contains 50694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173760.000000 Penalty: 110674.398438
Iteration 449Q: 34 clusters Score -1.371738e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6729 members 
Mstep: Class 4 contains 38166 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 37014 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43343 members 
Mstep: Class 14 contains 16857 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18396 members 
Mstep: Class 17 contains 24935 members 
Mstep: Class 18 contains 47620 members 
Mstep: Class 19 contains 25825 members 
Mstep: Class 20 contains 39895 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48170 members 
Mstep: Class 23 contains 26629 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46297 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 49427 members 
Mstep: Class 28 contains 2887 members 
Mstep: Class 29 contains 1794 members 
Mstep: Class 30 contains 41326 members 
Mstep: Class 31 contains 14207 members 
Mstep: Class 32 contains 51323 members 
Mstep: Class 33 contains 50665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173440.000000 Penalty: 110674.398438
Iteration 450Q: 34 clusters Score -1.371734e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6730 members 
Mstep: Class 4 contains 38159 members 
Mstep: Class 5 contains 4420 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44638 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36938 members 
Mstep: Class 10 contains 46568 members 
Mstep: Class 11 contains 6800 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43334 members 
Mstep: Class 14 contains 16858 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18393 members 
Mstep: Class 17 contains 24928 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 25849 members 
Mstep: Class 20 contains 39900 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48204 members 
Mstep: Class 23 contains 26621 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46295 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 49472 members 
Mstep: Class 28 contains 2882 members 
Mstep: Class 29 contains 1793 members 
Mstep: Class 30 contains 41363 members 
Mstep: Class 31 contains 14187 members 
Mstep: Class 32 contains 51363 members 
Mstep: Class 33 contains 50652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173568.000000 Penalty: 110674.398438
Iteration 451Q: 34 clusters Score -1.371736e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6730 members 
Mstep: Class 4 contains 38158 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44638 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36871 members 
Mstep: Class 10 contains 46566 members 
Mstep: Class 11 contains 6797 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43324 members 
Mstep: Class 14 contains 16856 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18383 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 25863 members 
Mstep: Class 20 contains 39914 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48300 members 
Mstep: Class 23 contains 26614 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46298 members 
Mstep: Class 26 contains 2150 members 
Mstep: Class 27 contains 49514 members 
Mstep: Class 28 contains 2882 members 
Mstep: Class 29 contains 1792 members 
Mstep: Class 30 contains 41416 members 
Mstep: Class 31 contains 14150 members 
Mstep: Class 32 contains 51351 members 
Mstep: Class 33 contains 50646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173376.000000 Penalty: 110674.398438
Iteration 452Q: 34 clusters Score -1.371734e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6731 members 
Mstep: Class 4 contains 38148 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 44641 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36807 members 
Mstep: Class 10 contains 46550 members 
Mstep: Class 11 contains 6794 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43318 members 
Mstep: Class 14 contains 16854 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 17 contains 24912 members 
Mstep: Class 18 contains 47474 members 
Mstep: Class 19 contains 25876 members 
Mstep: Class 20 contains 39935 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48338 members 
Mstep: Class 23 contains 26618 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46287 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49539 members 
Mstep: Class 28 contains 2881 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 41461 members 
Mstep: Class 31 contains 14117 members 
Mstep: Class 32 contains 51359 members 
Mstep: Class 33 contains 50658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173296.000000 Penalty: 110674.398438
Iteration 453Q: 34 clusters Score -1.371733e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6732 members 
Mstep: Class 4 contains 38144 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44656 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36749 members 
Mstep: Class 10 contains 46462 members 
Mstep: Class 11 contains 6783 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43303 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18373 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 47494 members 
Mstep: Class 19 contains 25898 members 
Mstep: Class 20 contains 39942 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48407 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46290 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49562 members 
Mstep: Class 28 contains 2879 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 41505 members 
Mstep: Class 31 contains 14080 members 
Mstep: Class 32 contains 51360 members 
Mstep: Class 33 contains 50662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173216.000000 Penalty: 110674.398438
Iteration 454Q: 34 clusters Score -1.371732e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6734 members 
Mstep: Class 4 contains 38142 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44694 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36670 members 
Mstep: Class 10 contains 46424 members 
Mstep: Class 11 contains 6772 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43290 members 
Mstep: Class 14 contains 16852 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18369 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 47473 members 
Mstep: Class 19 contains 25923 members 
Mstep: Class 20 contains 39950 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48472 members 
Mstep: Class 23 contains 26609 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46296 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49562 members 
Mstep: Class 28 contains 2871 members 
Mstep: Class 29 contains 1791 members 
Mstep: Class 30 contains 41537 members 
Mstep: Class 31 contains 14061 members 
Mstep: Class 32 contains 51356 members 
Mstep: Class 33 contains 50692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173488.000000 Penalty: 110674.398438
Iteration 455Q: 34 clusters Score -1.371735e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 38146 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 5466 members 
Mstep: Class 7 contains 44707 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36613 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 6771 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43274 members 
Mstep: Class 14 contains 16845 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18363 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 18 contains 47497 members 
Mstep: Class 19 contains 25953 members 
Mstep: Class 20 contains 39982 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48492 members 
Mstep: Class 23 contains 26616 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46296 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49502 members 
Mstep: Class 28 contains 2871 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41576 members 
Mstep: Class 31 contains 14037 members 
Mstep: Class 32 contains 51371 members 
Mstep: Class 33 contains 50704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173744.000000 Penalty: 110674.398438
Iteration 456Q: 34 clusters Score -1.371737e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6742 members 
Mstep: Class 4 contains 38141 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36570 members 
Mstep: Class 10 contains 46367 members 
Mstep: Class 11 contains 6766 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43259 members 
Mstep: Class 14 contains 16842 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18350 members 
Mstep: Class 17 contains 24912 members 
Mstep: Class 18 contains 47498 members 
Mstep: Class 19 contains 25987 members 
Mstep: Class 20 contains 39983 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48509 members 
Mstep: Class 23 contains 26612 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46314 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49542 members 
Mstep: Class 28 contains 2867 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41626 members 
Mstep: Class 31 contains 14017 members 
Mstep: Class 32 contains 51338 members 
Mstep: Class 33 contains 50693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173712.000000 Penalty: 110674.398438
Iteration 457Q: 34 clusters Score -1.371737e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 4 contains 38142 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36524 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 6760 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 16839 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18343 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 47554 members 
Mstep: Class 19 contains 26013 members 
Mstep: Class 20 contains 39986 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48499 members 
Mstep: Class 23 contains 26611 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46327 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49545 members 
Mstep: Class 28 contains 2864 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41648 members 
Mstep: Class 31 contains 13998 members 
Mstep: Class 32 contains 51292 members 
Mstep: Class 33 contains 50719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173776.000000 Penalty: 110674.398438
Iteration 458Q: 34 clusters Score -1.371738e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6744 members 
Mstep: Class 4 contains 38142 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44747 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36477 members 
Mstep: Class 10 contains 46340 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43240 members 
Mstep: Class 14 contains 16838 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18322 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 47600 members 
Mstep: Class 19 contains 26045 members 
Mstep: Class 20 contains 39987 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48513 members 
Mstep: Class 23 contains 26599 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46343 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49554 members 
Mstep: Class 28 contains 2861 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41693 members 
Mstep: Class 31 contains 13986 members 
Mstep: Class 32 contains 51245 members 
Mstep: Class 33 contains 50720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173856.000000 Penalty: 110674.398438
Iteration 459Q: 34 clusters Score -1.371739e+08 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6749 members 
Mstep: Class 4 contains 38135 members 
Mstep: Class 5 contains 4425 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36438 members 
Mstep: Class 10 contains 46343 members 
Mstep: Class 11 contains 6753 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43231 members 
Mstep: Class 14 contains 16833 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18316 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 47624 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 39999 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48505 members 
Mstep: Class 23 contains 26587 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46353 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49578 members 
Mstep: Class 28 contains 2860 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41744 members 
Mstep: Class 31 contains 13968 members 
Mstep: Class 32 contains 51198 members 
Mstep: Class 33 contains 50727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173696.000000 Penalty: 110674.398438
Iteration 460F: 34 clusters Score -1.371737e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 38133 members 
Mstep: Class 5 contains 4423 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36409 members 
Mstep: Class 10 contains 46347 members 
Mstep: Class 11 contains 6746 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 16832 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18306 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 47660 members 
Mstep: Class 19 contains 26092 members 
Mstep: Class 20 contains 40015 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48468 members 
Mstep: Class 23 contains 26579 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46368 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49596 members 
Mstep: Class 28 contains 2857 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41770 members 
Mstep: Class 31 contains 13961 members 
Mstep: Class 32 contains 51193 members 
Mstep: Class 33 contains 50709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173712.000000 Penalty: 110674.398438
Iteration 461Q: 34 clusters Score -1.371737e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6762 members 
Mstep: Class 4 contains 38117 members 
Mstep: Class 5 contains 4426 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36382 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 6738 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43213 members 
Mstep: Class 14 contains 16828 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 47670 members 
Mstep: Class 19 contains 26115 members 
Mstep: Class 20 contains 40030 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48438 members 
Mstep: Class 23 contains 26570 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46381 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49632 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41802 members 
Mstep: Class 31 contains 13956 members 
Mstep: Class 32 contains 51185 members 
Mstep: Class 33 contains 50664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173696.000000 Penalty: 110674.398438
Iteration 462Q: 34 clusters Score -1.371737e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 38103 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36349 members 
Mstep: Class 10 contains 46385 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43202 members 
Mstep: Class 14 contains 16824 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 24890 members 
Mstep: Class 18 contains 47675 members 
Mstep: Class 19 contains 26149 members 
Mstep: Class 20 contains 40057 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 26566 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46402 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49665 members 
Mstep: Class 28 contains 2858 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41811 members 
Mstep: Class 31 contains 13951 members 
Mstep: Class 32 contains 51161 members 
Mstep: Class 33 contains 50662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173568.000000 Penalty: 110674.398438
Iteration 463Q: 34 clusters Score -1.371736e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 38083 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36310 members 
Mstep: Class 10 contains 46398 members 
Mstep: Class 11 contains 6732 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43192 members 
Mstep: Class 14 contains 16822 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 47691 members 
Mstep: Class 19 contains 26179 members 
Mstep: Class 20 contains 40077 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48360 members 
Mstep: Class 23 contains 26561 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46408 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49691 members 
Mstep: Class 28 contains 2859 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41825 members 
Mstep: Class 31 contains 13945 members 
Mstep: Class 32 contains 51151 members 
Mstep: Class 33 contains 50658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173600.000000 Penalty: 110674.398438
Iteration 464Q: 34 clusters Score -1.371736e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 38075 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44811 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36277 members 
Mstep: Class 10 contains 46357 members 
Mstep: Class 11 contains 6734 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43186 members 
Mstep: Class 14 contains 16823 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18300 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 47702 members 
Mstep: Class 19 contains 26200 members 
Mstep: Class 20 contains 40104 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48329 members 
Mstep: Class 23 contains 26558 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46419 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49712 members 
Mstep: Class 28 contains 2856 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41833 members 
Mstep: Class 31 contains 13945 members 
Mstep: Class 32 contains 51135 members 
Mstep: Class 33 contains 50653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173840.000000 Penalty: 110674.398438
Iteration 465Q: 34 clusters Score -1.371738e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6769 members 
Mstep: Class 4 contains 38080 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44807 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36238 members 
Mstep: Class 10 contains 46345 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43193 members 
Mstep: Class 14 contains 16824 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 47706 members 
Mstep: Class 19 contains 26210 members 
Mstep: Class 20 contains 40138 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48299 members 
Mstep: Class 23 contains 26563 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46420 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49749 members 
Mstep: Class 28 contains 2850 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41852 members 
Mstep: Class 31 contains 13946 members 
Mstep: Class 32 contains 51129 members 
Mstep: Class 33 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173712.000000 Penalty: 110674.398438
Iteration 466Q: 34 clusters Score -1.371737e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 38072 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 44818 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36197 members 
Mstep: Class 10 contains 46359 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43199 members 
Mstep: Class 14 contains 16824 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18302 members 
Mstep: Class 17 contains 24865 members 
Mstep: Class 18 contains 47668 members 
Mstep: Class 19 contains 26223 members 
Mstep: Class 20 contains 40160 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48259 members 
Mstep: Class 23 contains 26572 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46423 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49806 members 
Mstep: Class 28 contains 2846 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41865 members 
Mstep: Class 31 contains 13942 members 
Mstep: Class 32 contains 51123 members 
Mstep: Class 33 contains 50642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174000.000000 Penalty: 110674.398438
Iteration 467Q: 34 clusters Score -1.37174e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6779 members 
Mstep: Class 4 contains 38082 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 44837 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36147 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 1210 members 
Mstep: Class 13 contains 43197 members 
Mstep: Class 14 contains 16819 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 47617 members 
Mstep: Class 19 contains 26223 members 
Mstep: Class 20 contains 40197 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48221 members 
Mstep: Class 23 contains 26577 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46429 members 
Mstep: Class 26 contains 2153 members 
Mstep: Class 27 contains 49820 members 
Mstep: Class 28 contains 2845 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 41895 members 
Mstep: Class 31 contains 13940 members 
Mstep: Class 32 contains 51171 members 
Mstep: Class 33 contains 50606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174128.000000 Penalty: 110674.398438
Iteration 468Q: 34 clusters Score -1.371741e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 38080 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 44855 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36095 members 
Mstep: Class 10 contains 46422 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 1211 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 16813 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18291 members 
Mstep: Class 17 contains 24853 members 
Mstep: Class 18 contains 47575 members 
Mstep: Class 19 contains 26231 members 
Mstep: Class 20 contains 40238 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48164 members 
Mstep: Class 23 contains 26583 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46428 members 
Mstep: Class 26 contains 2152 members 
Mstep: Class 27 contains 49912 members 
Mstep: Class 28 contains 2843 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41911 members 
Mstep: Class 31 contains 13934 members 
Mstep: Class 32 contains 51179 members 
Mstep: Class 33 contains 50551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173936.000000 Penalty: 110674.398438
Iteration 469Q: 34 clusters Score -1.371739e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 38086 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 44858 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 36038 members 
Mstep: Class 10 contains 46489 members 
Mstep: Class 11 contains 6690 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 16808 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18292 members 
Mstep: Class 17 contains 24847 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 26239 members 
Mstep: Class 20 contains 40263 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48143 members 
Mstep: Class 23 contains 26598 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46421 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49945 members 
Mstep: Class 28 contains 2839 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41940 members 
Mstep: Class 31 contains 13932 members 
Mstep: Class 32 contains 51204 members 
Mstep: Class 33 contains 50498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174016.000000 Penalty: 110674.398438
Iteration 470Q: 34 clusters Score -1.37174e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 38090 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 44881 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35946 members 
Mstep: Class 10 contains 46558 members 
Mstep: Class 11 contains 6685 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43215 members 
Mstep: Class 14 contains 16806 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18279 members 
Mstep: Class 17 contains 24847 members 
Mstep: Class 18 contains 47462 members 
Mstep: Class 19 contains 26240 members 
Mstep: Class 20 contains 40295 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48147 members 
Mstep: Class 23 contains 26608 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46408 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49947 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41971 members 
Mstep: Class 31 contains 13929 members 
Mstep: Class 32 contains 51260 members 
Mstep: Class 33 contains 50450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174064.000000 Penalty: 110674.398438
Iteration 471Q: 34 clusters Score -1.371741e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6790 members 
Mstep: Class 4 contains 38091 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44891 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35868 members 
Mstep: Class 10 contains 46614 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43217 members 
Mstep: Class 14 contains 16806 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18269 members 
Mstep: Class 17 contains 24858 members 
Mstep: Class 18 contains 47445 members 
Mstep: Class 19 contains 26248 members 
Mstep: Class 20 contains 40341 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48132 members 
Mstep: Class 23 contains 26617 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46404 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49962 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 41993 members 
Mstep: Class 31 contains 13924 members 
Mstep: Class 32 contains 51227 members 
Mstep: Class 33 contains 50436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174256.000000 Penalty: 110674.398438
Iteration 472Q: 34 clusters Score -1.371743e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6797 members 
Mstep: Class 4 contains 38077 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 44862 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35781 members 
Mstep: Class 10 contains 46650 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 16803 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18257 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 47406 members 
Mstep: Class 19 contains 26265 members 
Mstep: Class 20 contains 40371 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48180 members 
Mstep: Class 23 contains 26624 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46401 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49998 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42014 members 
Mstep: Class 31 contains 13922 members 
Mstep: Class 32 contains 51212 members 
Mstep: Class 33 contains 50428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173968.000000 Penalty: 110674.398438
Iteration 473Q: 34 clusters Score -1.37174e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 38061 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35680 members 
Mstep: Class 10 contains 46710 members 
Mstep: Class 11 contains 6679 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43234 members 
Mstep: Class 14 contains 16800 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 47386 members 
Mstep: Class 19 contains 26288 members 
Mstep: Class 20 contains 40412 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48197 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46399 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50002 members 
Mstep: Class 28 contains 2837 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42028 members 
Mstep: Class 31 contains 13918 members 
Mstep: Class 32 contains 51205 members 
Mstep: Class 33 contains 50431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174000.000000 Penalty: 110674.398438
Iteration 474Q: 34 clusters Score -1.37174e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6799 members 
Mstep: Class 4 contains 38043 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 5473 members 
Mstep: Class 7 contains 44798 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35590 members 
Mstep: Class 10 contains 46726 members 
Mstep: Class 11 contains 6677 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43237 members 
Mstep: Class 14 contains 16798 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18262 members 
Mstep: Class 17 contains 24859 members 
Mstep: Class 18 contains 47415 members 
Mstep: Class 19 contains 26289 members 
Mstep: Class 20 contains 40453 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48228 members 
Mstep: Class 23 contains 26647 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46407 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50013 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42036 members 
Mstep: Class 31 contains 13909 members 
Mstep: Class 32 contains 51192 members 
Mstep: Class 33 contains 50431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174080.000000 Penalty: 110674.398438
Iteration 475Q: 34 clusters Score -1.371741e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6805 members 
Mstep: Class 4 contains 38039 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 44753 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35507 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 6680 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43238 members 
Mstep: Class 14 contains 16796 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 24859 members 
Mstep: Class 18 contains 47439 members 
Mstep: Class 19 contains 26293 members 
Mstep: Class 20 contains 40483 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48280 members 
Mstep: Class 23 contains 26661 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46405 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50018 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42053 members 
Mstep: Class 31 contains 13901 members 
Mstep: Class 32 contains 51174 members 
Mstep: Class 33 contains 50439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174048.000000 Penalty: 110674.398438
Iteration 476Q: 34 clusters Score -1.37174e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6807 members 
Mstep: Class 4 contains 38034 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5474 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35428 members 
Mstep: Class 10 contains 46712 members 
Mstep: Class 11 contains 6678 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43238 members 
Mstep: Class 14 contains 16791 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18262 members 
Mstep: Class 17 contains 24862 members 
Mstep: Class 18 contains 47440 members 
Mstep: Class 19 contains 26298 members 
Mstep: Class 20 contains 40507 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48370 members 
Mstep: Class 23 contains 26668 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46413 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50018 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42053 members 
Mstep: Class 31 contains 13894 members 
Mstep: Class 32 contains 51162 members 
Mstep: Class 33 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174304.000000 Penalty: 110674.398438
Iteration 477Q: 34 clusters Score -1.371743e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6808 members 
Mstep: Class 4 contains 38033 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 44686 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35343 members 
Mstep: Class 10 contains 46690 members 
Mstep: Class 11 contains 6672 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43239 members 
Mstep: Class 14 contains 16786 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18249 members 
Mstep: Class 17 contains 24868 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 26297 members 
Mstep: Class 20 contains 40546 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48424 members 
Mstep: Class 23 contains 26685 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46412 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49990 members 
Mstep: Class 28 contains 2836 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42064 members 
Mstep: Class 31 contains 13887 members 
Mstep: Class 32 contains 51174 members 
Mstep: Class 33 contains 50463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174528.000000 Penalty: 110674.398438
Iteration 478Q: 34 clusters Score -1.371745e+08 nChanged 752
Entering ConstructFrom: 
Score: -137174528.000000 Penalty: 110674.398438
Entering ConstructFrom: 
Trying to split cluster 1 (421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Entering Unmasked Estep 
Score: -37625.953125 Penalty: 1498.572998
	Iteration 0F: 2 clusters Score -37625.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36575.484375 Penalty: 2997.145996
	Iteration 0F: 3 clusters Score -36575.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36879.640625 Penalty: 2997.145996
	Iteration 1F: 3 clusters Score -36879.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -37011.101562 Penalty: 2997.145996
	Iteration 2F: 3 clusters Score -37011.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -37111.281250 Penalty: 2997.145996
	Iteration 3Q: 3 clusters Score -37111.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -37143.796875 Penalty: 2997.145996
	Iteration 4Q: 3 clusters Score -37143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37146.820312 Penalty: 2997.145996
	Iteration 5Q: 3 clusters Score -37146.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37152.062500 Penalty: 2997.145996
	Iteration 6Q: 3 clusters Score -37152.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -37159.414062 Penalty: 2997.145996
	Iteration 7Q: 3 clusters Score -37159.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37164.949219 Penalty: 2997.145996
	Iteration 8Q: 3 clusters Score -37164.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -37164.949219 Penalty: 2997.145996
	Iteration 9F: 3 clusters Score -37164.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Entering Unmasked Estep 
Score: -86816.929688 Penalty: 1628.185791
	Iteration 0F: 2 clusters Score -86816.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85184.531250 Penalty: 3256.371582
	Iteration 0F: 3 clusters Score -85184.53 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85765.773438 Penalty: 3256.371582
	Iteration 1F: 3 clusters Score -85765.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -86031.593750 Penalty: 3256.371582
	Iteration 2F: 3 clusters Score -86031.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -86149.250000 Penalty: 3256.371582
	Iteration 3Q: 3 clusters Score -86149.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86230.585938 Penalty: 3256.371582
	Iteration 4Q: 3 clusters Score -86230.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -86288.765625 Penalty: 3256.371582
	Iteration 5Q: 3 clusters Score -86288.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -86355.500000 Penalty: 3256.371582
	Iteration 6Q: 3 clusters Score -86355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86407.421875 Penalty: 3256.371582
	Iteration 7Q: 3 clusters Score -86407.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -86434.937500 Penalty: 3256.371582
	Iteration 8Q: 3 clusters Score -86434.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -86483.726562 Penalty: 3256.371582
	Iteration 9Q: 3 clusters Score -86483.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -86490.429688 Penalty: 3256.371582
	Iteration 10Q: 3 clusters Score -86490.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -86493.234375 Penalty: 3256.371582
	Iteration 11Q: 3 clusters Score -86493.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86500.679688 Penalty: 3256.371582
	Iteration 12Q: 3 clusters Score -86500.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86510.734375 Penalty: 3256.371582
	Iteration 13Q: 3 clusters Score -86510.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86525.320312 Penalty: 3256.371582
	Iteration 14Q: 3 clusters Score -86525.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -86532.679688 Penalty: 3256.371582
	Iteration 15Q: 3 clusters Score -86532.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -86538.484375 Penalty: 3256.371582
	Iteration 16Q: 3 clusters Score -86538.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86542.343750 Penalty: 3256.371582
	Iteration 17Q: 3 clusters Score -86542.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -86542.343750 Penalty: 3256.371582
	Iteration 18F: 3 clusters Score -86542.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Entering Unmasked Estep 
Score: -1259603.500000 Penalty: 2189.030273
	Iteration 0F: 2 clusters Score -1259604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1253936.625000 Penalty: 4378.060547
	Iteration 0F: 3 clusters Score -1253937 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1255439.625000 Penalty: 4378.060547
	Iteration 1F: 3 clusters Score -1255440 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1255673.000000 Penalty: 4378.060547
	Iteration 2F: 3 clusters Score -1255673 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1255802.500000 Penalty: 4378.060547
	Iteration 3Q: 3 clusters Score -1255802 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1255908.250000 Penalty: 4378.060547
	Iteration 4Q: 3 clusters Score -1255908 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1255992.000000 Penalty: 4378.060547
	Iteration 5Q: 3 clusters Score -1255992 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1256071.000000 Penalty: 4378.060547
	Iteration 6Q: 3 clusters Score -1256071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1256156.750000 Penalty: 4378.060547
	Iteration 7Q: 3 clusters Score -1256157 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1256231.875000 Penalty: 4378.060547
	Iteration 8Q: 3 clusters Score -1256232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1256335.250000 Penalty: 4378.060547
	Iteration 9Q: 3 clusters Score -1256335 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1256459.000000 Penalty: 4378.060547
	Iteration 10Q: 3 clusters Score -1256459 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1256580.125000 Penalty: 4378.060547
	Iteration 11Q: 3 clusters Score -1256580 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1256720.500000 Penalty: 4378.060547
	Iteration 12Q: 3 clusters Score -1256720 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1256831.375000 Penalty: 4378.060547
	Iteration 13Q: 3 clusters Score -1256831 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1256931.875000 Penalty: 4378.060547
	Iteration 14Q: 3 clusters Score -1256932 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1257024.000000 Penalty: 4378.060547
	Iteration 15Q: 3 clusters Score -1257024 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1257115.000000 Penalty: 4378.060547
	Iteration 16Q: 3 clusters Score -1257115 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1257208.625000 Penalty: 4378.060547
	Iteration 17Q: 3 clusters Score -1257209 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1257299.250000 Penalty: 4378.060547
	Iteration 18Q: 3 clusters Score -1257299 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1257374.250000 Penalty: 4378.060547
	Iteration 19Q: 3 clusters Score -1257374 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1257436.250000 Penalty: 4378.060547
	Iteration 20F: 3 clusters Score -1257436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1257478.500000 Penalty: 4378.060547
	Iteration 21Q: 3 clusters Score -1257478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1257519.125000 Penalty: 4378.060547
	Iteration 22Q: 3 clusters Score -1257519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1257541.375000 Penalty: 4378.060547
	Iteration 23Q: 3 clusters Score -1257541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1257557.500000 Penalty: 4378.060547
	Iteration 24Q: 3 clusters Score -1257558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1257569.875000 Penalty: 4378.060547
	Iteration 25Q: 3 clusters Score -1257570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1257581.000000 Penalty: 4378.060547
	Iteration 26Q: 3 clusters Score -1257581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1257587.125000 Penalty: 4378.060547
	Iteration 27Q: 3 clusters Score -1257587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1257598.375000 Penalty: 4378.060547
	Iteration 28Q: 3 clusters Score -1257598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1257602.500000 Penalty: 4378.060547
	Iteration 29Q: 3 clusters Score -1257602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1257610.125000 Penalty: 4378.060547
	Iteration 30Q: 3 clusters Score -1257610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1257615.500000 Penalty: 4378.060547
	Iteration 31Q: 3 clusters Score -1257616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1257622.625000 Penalty: 4378.060547
	Iteration 32Q: 3 clusters Score -1257623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1257627.250000 Penalty: 4378.060547
	Iteration 33Q: 3 clusters Score -1257627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1257635.250000 Penalty: 4378.060547
	Iteration 34Q: 3 clusters Score -1257635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1257638.875000 Penalty: 4378.060547
	Iteration 35Q: 3 clusters Score -1257639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1257641.500000 Penalty: 4378.060547
	Iteration 36Q: 3 clusters Score -1257642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1257646.500000 Penalty: 4378.060547
	Iteration 37Q: 3 clusters Score -1257646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1257648.125000 Penalty: 4378.060547
	Iteration 38Q: 3 clusters Score -1257648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1257651.250000 Penalty: 4378.060547
	Iteration 39Q: 3 clusters Score -1257651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1257653.500000 Penalty: 4378.060547
	Iteration 40F: 3 clusters Score -1257654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1257654.000000 Penalty: 4378.060547
	Iteration 41Q: 3 clusters Score -1257654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1257655.750000 Penalty: 4378.060547
	Iteration 42Q: 3 clusters Score -1257656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1257659.375000 Penalty: 4378.060547
	Iteration 43Q: 3 clusters Score -1257659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1257662.875000 Penalty: 4378.060547
	Iteration 44Q: 3 clusters Score -1257663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1257664.250000 Penalty: 4378.060547
	Iteration 45Q: 3 clusters Score -1257664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1257664.250000 Penalty: 4378.060547
	Iteration 46Q: 3 clusters Score -1257664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1257666.375000 Penalty: 4378.060547
	Iteration 47Q: 3 clusters Score -1257666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1257667.625000 Penalty: 4378.060547
	Iteration 48Q: 3 clusters Score -1257668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1257668.500000 Penalty: 4378.060547
	Iteration 49Q: 3 clusters Score -1257668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1257668.500000 Penalty: 4378.060547
	Iteration 50F: 3 clusters Score -1257668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Entering Unmasked Estep 
Score: -7038520.500000 Penalty: 2615.316406
	Iteration 0F: 2 clusters Score -7038520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -7013002.500000 Penalty: 5230.632812
	Iteration 0F: 3 clusters Score -7013002 nChanged 17270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -7022437.000000 Penalty: 5230.632812
	Iteration 1F: 3 clusters Score -7022437 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7022995.000000 Penalty: 5230.632812
	Iteration 2Q: 3 clusters Score -7022995 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -7023336.500000 Penalty: 5230.632812
	Iteration 3Q: 3 clusters Score -7023336 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7023666.500000 Penalty: 5230.632812
	Iteration 4Q: 3 clusters Score -7023666 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7024003.500000 Penalty: 5230.632812
	Iteration 5Q: 3 clusters Score -7024004 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -7024477.000000 Penalty: 5230.632812
	Iteration 6Q: 3 clusters Score -7024477 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7025034.000000 Penalty: 5230.632812
	Iteration 7Q: 3 clusters Score -7025034 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -7025839.000000 Penalty: 5230.632812
	Iteration 8Q: 3 clusters Score -7025839 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -7027027.000000 Penalty: 5230.632812
	Iteration 9Q: 3 clusters Score -7027027 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -7028839.500000 Penalty: 5230.632812
	Iteration 10F: 3 clusters Score -7028840 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7030970.000000 Penalty: 5230.632812
	Iteration 11F: 3 clusters Score -7030970 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -7032739.500000 Penalty: 5230.632812
	Iteration 12F: 3 clusters Score -7032740 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -7033945.500000 Penalty: 5230.632812
	Iteration 13Q: 3 clusters Score -7033946 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -7034652.000000 Penalty: 5230.632812
	Iteration 14Q: 3 clusters Score -7034652 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7035167.500000 Penalty: 5230.632812
	Iteration 15Q: 3 clusters Score -7035168 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -7035459.500000 Penalty: 5230.632812
	Iteration 16Q: 3 clusters Score -7035460 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -7035695.500000 Penalty: 5230.632812
	Iteration 17Q: 3 clusters Score -7035696 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -7035845.000000 Penalty: 5230.632812
	Iteration 18Q: 3 clusters Score -7035845 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -7035975.000000 Penalty: 5230.632812
	Iteration 19Q: 3 clusters Score -7035975 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -7036058.000000 Penalty: 5230.632812
	Iteration 20F: 3 clusters Score -7036058 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -7036077.500000 Penalty: 5230.632812
	Iteration 21Q: 3 clusters Score -7036078 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -7036155.500000 Penalty: 5230.632812
	Iteration 22Q: 3 clusters Score -7036156 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7036186.000000 Penalty: 5230.632812
	Iteration 23Q: 3 clusters Score -7036186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -7036223.000000 Penalty: 5230.632812
	Iteration 24Q: 3 clusters Score -7036223 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -7036258.000000 Penalty: 5230.632812
	Iteration 25Q: 3 clusters Score -7036258 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -7036266.000000 Penalty: 5230.632812
	Iteration 26Q: 3 clusters Score -7036266 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -7036281.000000 Penalty: 5230.632812
	Iteration 27Q: 3 clusters Score -7036281 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -7036302.000000 Penalty: 5230.632812
	Iteration 28Q: 3 clusters Score -7036302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -7036322.500000 Penalty: 5230.632812
	Iteration 29Q: 3 clusters Score -7036322 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -7036320.500000 Penalty: 5230.632812
	Iteration 30Q: 3 clusters Score -7036320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7036313.000000 Penalty: 5230.632812
	Iteration 31Q: 3 clusters Score -7036313 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -7036315.000000 Penalty: 5230.632812
	Iteration 32Q: 3 clusters Score -7036315 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -7036314.500000 Penalty: 5230.632812
	Iteration 33Q: 3 clusters Score -7036314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7036341.000000 Penalty: 5230.632812
	Iteration 34Q: 3 clusters Score -7036341 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -7036341.000000 Penalty: 5230.632812
	Iteration 35Q: 3 clusters Score -7036341 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -7036336.500000 Penalty: 5230.632812
	Iteration 36Q: 3 clusters Score -7036336 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7036343.000000 Penalty: 5230.632812
	Iteration 37Q: 3 clusters Score -7036343 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -7036343.500000 Penalty: 5230.632812
	Iteration 38Q: 3 clusters Score -7036344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7036352.500000 Penalty: 5230.632812
	Iteration 39Q: 3 clusters Score -7036352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -7036339.500000 Penalty: 5230.632812
	Iteration 40F: 3 clusters Score -7036340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -7036342.000000 Penalty: 5230.632812
	Iteration 41Q: 3 clusters Score -7036342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -7036353.500000 Penalty: 5230.632812
	Iteration 42Q: 3 clusters Score -7036354 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -7036343.500000 Penalty: 5230.632812
	Iteration 43Q: 3 clusters Score -7036344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7036348.500000 Penalty: 5230.632812
	Iteration 44Q: 3 clusters Score -7036348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7036345.500000 Penalty: 5230.632812
	Iteration 45Q: 3 clusters Score -7036346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7036356.000000 Penalty: 5230.632812
	Iteration 46Q: 3 clusters Score -7036356 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -7036343.500000 Penalty: 5230.632812
	Iteration 47Q: 3 clusters Score -7036344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -7036347.000000 Penalty: 5230.632812
	Iteration 48Q: 3 clusters Score -7036347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -7036340.000000 Penalty: 5230.632812
	Iteration 49Q: 3 clusters Score -7036340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -7036340.000000 Penalty: 5230.632812
	Iteration 50Q: 3 clusters Score -7036340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7036333.500000 Penalty: 5230.632812
	Iteration 51Q: 3 clusters Score -7036334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -7036341.000000 Penalty: 5230.632812
	Iteration 52Q: 3 clusters Score -7036341 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -7036350.500000 Penalty: 5230.632812
	Iteration 53Q: 3 clusters Score -7036350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -7036326.500000 Penalty: 5230.632812
	Iteration 54Q: 3 clusters Score -7036326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -7036335.000000 Penalty: 5230.632812
	Iteration 55Q: 3 clusters Score -7036335 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -7036334.000000 Penalty: 5230.632812
	Iteration 56Q: 3 clusters Score -7036334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7036329.500000 Penalty: 5230.632812
	Iteration 57Q: 3 clusters Score -7036330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -7036324.000000 Penalty: 5230.632812
	Iteration 58Q: 3 clusters Score -7036324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -7036356.500000 Penalty: 5230.632812
	Iteration 59Q: 3 clusters Score -7036356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -7036356.500000 Penalty: 5230.632812
	Iteration 60F: 3 clusters Score -7036356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -7036354.500000 Penalty: 5230.632812
	Iteration 61Q: 3 clusters Score -7036354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -7036356.000000 Penalty: 5230.632812
	Iteration 62Q: 3 clusters Score -7036356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -7036353.500000 Penalty: 5230.632812
	Iteration 63Q: 3 clusters Score -7036354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -7036361.000000 Penalty: 5230.632812
	Iteration 64Q: 3 clusters Score -7036361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7036367.000000 Penalty: 5230.632812
	Iteration 65Q: 3 clusters Score -7036367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7036363.500000 Penalty: 5230.632812
	Iteration 66Q: 3 clusters Score -7036364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7036356.000000 Penalty: 5230.632812
	Iteration 67Q: 3 clusters Score -7036356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -7036357.500000 Penalty: 5230.632812
	Iteration 68Q: 3 clusters Score -7036358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -7036356.500000 Penalty: 5230.632812
	Iteration 69Q: 3 clusters Score -7036356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -7036359.500000 Penalty: 5230.632812
	Iteration 70Q: 3 clusters Score -7036360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -7036351.500000 Penalty: 5230.632812
	Iteration 71Q: 3 clusters Score -7036352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7036354.000000 Penalty: 5230.632812
	Iteration 72Q: 3 clusters Score -7036354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -7036351.000000 Penalty: 5230.632812
	Iteration 73Q: 3 clusters Score -7036351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -7036355.000000 Penalty: 5230.632812
	Iteration 74Q: 3 clusters Score -7036355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -7036347.500000 Penalty: 5230.632812
	Iteration 75Q: 3 clusters Score -7036348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -7036342.500000 Penalty: 5230.632812
	Iteration 76Q: 3 clusters Score -7036342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7036348.000000 Penalty: 5230.632812
	Iteration 77Q: 3 clusters Score -7036348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -7036343.500000 Penalty: 5230.632812
	Iteration 78Q: 3 clusters Score -7036344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -7036347.000000 Penalty: 5230.632812
	Iteration 79Q: 3 clusters Score -7036347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7036343.500000 Penalty: 5230.632812
	Iteration 80F: 3 clusters Score -7036344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -821856.812500 Penalty: 2082.414307
	Iteration 0F: 2 clusters Score -821856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -817662.000000 Penalty: 4164.828613
	Iteration 0F: 3 clusters Score -817662 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -818660.812500 Penalty: 4164.828613
	Iteration 1F: 3 clusters Score -818660.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -818862.812500 Penalty: 4164.828613
	Iteration 2F: 3 clusters Score -818862.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -818986.187500 Penalty: 4164.828613
	Iteration 3F: 3 clusters Score -818986.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -819076.875000 Penalty: 4164.828613
	Iteration 4Q: 3 clusters Score -819076.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -819136.812500 Penalty: 4164.828613
	Iteration 5Q: 3 clusters Score -819136.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -819187.125000 Penalty: 4164.828613
	Iteration 6Q: 3 clusters Score -819187.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -819236.687500 Penalty: 4164.828613
	Iteration 7Q: 3 clusters Score -819236.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -819278.687500 Penalty: 4164.828613
	Iteration 8Q: 3 clusters Score -819278.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -819318.125000 Penalty: 4164.828613
	Iteration 9Q: 3 clusters Score -819318.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -819350.437500 Penalty: 4164.828613
	Iteration 10Q: 3 clusters Score -819350.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -819387.312500 Penalty: 4164.828613
	Iteration 11Q: 3 clusters Score -819387.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -819421.750000 Penalty: 4164.828613
	Iteration 12Q: 3 clusters Score -819421.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -819446.000000 Penalty: 4164.828613
	Iteration 13Q: 3 clusters Score -819446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -819474.125000 Penalty: 4164.828613
	Iteration 14Q: 3 clusters Score -819474.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -819499.187500 Penalty: 4164.828613
	Iteration 15Q: 3 clusters Score -819499.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -819524.812500 Penalty: 4164.828613
	Iteration 16Q: 3 clusters Score -819524.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -819549.062500 Penalty: 4164.828613
	Iteration 17Q: 3 clusters Score -819549.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -819578.062500 Penalty: 4164.828613
	Iteration 18Q: 3 clusters Score -819578.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -819601.437500 Penalty: 4164.828613
	Iteration 19Q: 3 clusters Score -819601.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -819620.312500 Penalty: 4164.828613
	Iteration 20F: 3 clusters Score -819620.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -819636.250000 Penalty: 4164.828613
	Iteration 21Q: 3 clusters Score -819636.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -819654.187500 Penalty: 4164.828613
	Iteration 22Q: 3 clusters Score -819654.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -819668.000000 Penalty: 4164.828613
	Iteration 23Q: 3 clusters Score -819668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -819682.000000 Penalty: 4164.828613
	Iteration 24Q: 3 clusters Score -819682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -819688.000000 Penalty: 4164.828613
	Iteration 25Q: 3 clusters Score -819688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -819695.875000 Penalty: 4164.828613
	Iteration 26Q: 3 clusters Score -819695.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -819701.625000 Penalty: 4164.828613
	Iteration 27Q: 3 clusters Score -819701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -819711.000000 Penalty: 4164.828613
	Iteration 28Q: 3 clusters Score -819711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -819714.187500 Penalty: 4164.828613
	Iteration 29Q: 3 clusters Score -819714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -819718.437500 Penalty: 4164.828613
	Iteration 30Q: 3 clusters Score -819718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -819725.812500 Penalty: 4164.828613
	Iteration 31Q: 3 clusters Score -819725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -819727.500000 Penalty: 4164.828613
	Iteration 32Q: 3 clusters Score -819727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -819733.000000 Penalty: 4164.828613
	Iteration 33Q: 3 clusters Score -819733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -819733.750000 Penalty: 4164.828613
	Iteration 34Q: 3 clusters Score -819733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -819735.000000 Penalty: 4164.828613
	Iteration 35Q: 3 clusters Score -819735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -819735.125000 Penalty: 4164.828613
	Iteration 36Q: 3 clusters Score -819735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -819736.937500 Penalty: 4164.828613
	Iteration 37Q: 3 clusters Score -819736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -819736.250000 Penalty: 4164.828613
	Iteration 38Q: 3 clusters Score -819736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -819736.875000 Penalty: 4164.828613
	Iteration 39Q: 3 clusters Score -819736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -819735.750000 Penalty: 4164.828613
	Iteration 40F: 3 clusters Score -819735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -819737.125000 Penalty: 4164.828613
	Iteration 41Q: 3 clusters Score -819737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -819739.750000 Penalty: 4164.828613
	Iteration 42Q: 3 clusters Score -819739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -819741.000000 Penalty: 4164.828613
	Iteration 43Q: 3 clusters Score -819741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -819741.875000 Penalty: 4164.828613
	Iteration 44Q: 3 clusters Score -819741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -819742.312500 Penalty: 4164.828613
	Iteration 45Q: 3 clusters Score -819742.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -819742.312500 Penalty: 4164.828613
	Iteration 46F: 3 clusters Score -819742.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -1022883.250000 Penalty: 2134.906982
	Iteration 0F: 2 clusters Score -1022883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1018022.375000 Penalty: 4269.813965
	Iteration 0F: 3 clusters Score -1018022 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1019209.437500 Penalty: 4269.813965
	Iteration 1F: 3 clusters Score -1019209 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1019431.750000 Penalty: 4269.813965
	Iteration 2F: 3 clusters Score -1019432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1019574.500000 Penalty: 4269.813965
	Iteration 3Q: 3 clusters Score -1019574 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1019682.500000 Penalty: 4269.813965
	Iteration 4Q: 3 clusters Score -1019682 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1019779.375000 Penalty: 4269.813965
	Iteration 5Q: 3 clusters Score -1019779 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1019853.937500 Penalty: 4269.813965
	Iteration 6Q: 3 clusters Score -1019854 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1019917.375000 Penalty: 4269.813965
	Iteration 7Q: 3 clusters Score -1019917 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1019975.625000 Penalty: 4269.813965
	Iteration 8Q: 3 clusters Score -1019976 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1020026.375000 Penalty: 4269.813965
	Iteration 9Q: 3 clusters Score -1020026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1020060.500000 Penalty: 4269.813965
	Iteration 10Q: 3 clusters Score -1020060 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1020093.937500 Penalty: 4269.813965
	Iteration 11Q: 3 clusters Score -1020094 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1020121.125000 Penalty: 4269.813965
	Iteration 12Q: 3 clusters Score -1020121 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1020144.000000 Penalty: 4269.813965
	Iteration 13Q: 3 clusters Score -1020144 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1020174.125000 Penalty: 4269.813965
	Iteration 14Q: 3 clusters Score -1020174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1020198.750000 Penalty: 4269.813965
	Iteration 15Q: 3 clusters Score -1020199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1020229.812500 Penalty: 4269.813965
	Iteration 16Q: 3 clusters Score -1020230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1020253.125000 Penalty: 4269.813965
	Iteration 17Q: 3 clusters Score -1020253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1020274.500000 Penalty: 4269.813965
	Iteration 18Q: 3 clusters Score -1020274 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1020295.062500 Penalty: 4269.813965
	Iteration 19Q: 3 clusters Score -1020295 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1020307.937500 Penalty: 4269.813965
	Iteration 20F: 3 clusters Score -1020308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1020316.937500 Penalty: 4269.813965
	Iteration 21Q: 3 clusters Score -1020317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1020325.937500 Penalty: 4269.813965
	Iteration 22Q: 3 clusters Score -1020326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1020331.500000 Penalty: 4269.813965
	Iteration 23Q: 3 clusters Score -1020332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1020339.062500 Penalty: 4269.813965
	Iteration 24Q: 3 clusters Score -1020339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1020342.062500 Penalty: 4269.813965
	Iteration 25Q: 3 clusters Score -1020342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1020348.812500 Penalty: 4269.813965
	Iteration 26Q: 3 clusters Score -1020349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1020351.250000 Penalty: 4269.813965
	Iteration 27Q: 3 clusters Score -1020351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1020354.562500 Penalty: 4269.813965
	Iteration 28Q: 3 clusters Score -1020355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1020357.000000 Penalty: 4269.813965
	Iteration 29Q: 3 clusters Score -1020357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1020358.250000 Penalty: 4269.813965
	Iteration 30Q: 3 clusters Score -1020358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1020359.125000 Penalty: 4269.813965
	Iteration 31Q: 3 clusters Score -1020359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1020359.000000 Penalty: 4269.813965
	Iteration 32Q: 3 clusters Score -1020359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1020360.875000 Penalty: 4269.813965
	Iteration 33Q: 3 clusters Score -1020361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1020362.125000 Penalty: 4269.813965
	Iteration 34Q: 3 clusters Score -1020362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1020363.375000 Penalty: 4269.813965
	Iteration 35Q: 3 clusters Score -1020363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1020367.125000 Penalty: 4269.813965
	Iteration 36Q: 3 clusters Score -1020367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1020370.750000 Penalty: 4269.813965
	Iteration 37Q: 3 clusters Score -1020371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1020371.937500 Penalty: 4269.813965
	Iteration 38Q: 3 clusters Score -1020372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1020377.187500 Penalty: 4269.813965
	Iteration 39Q: 3 clusters Score -1020377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1020381.312500 Penalty: 4269.813965
	Iteration 40F: 3 clusters Score -1020381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1020381.750000 Penalty: 4269.813965
	Iteration 41Q: 3 clusters Score -1020382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1020383.750000 Penalty: 4269.813965
	Iteration 42Q: 3 clusters Score -1020384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1020385.500000 Penalty: 4269.813965
	Iteration 43Q: 3 clusters Score -1020386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1020386.937500 Penalty: 4269.813965
	Iteration 44Q: 3 clusters Score -1020387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1020387.562500 Penalty: 4269.813965
	Iteration 45Q: 3 clusters Score -1020388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1020390.562500 Penalty: 4269.813965
	Iteration 46Q: 3 clusters Score -1020391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1020390.937500 Penalty: 4269.813965
	Iteration 47Q: 3 clusters Score -1020391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1020392.437500 Penalty: 4269.813965
	Iteration 48Q: 3 clusters Score -1020392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1020395.250000 Penalty: 4269.813965
	Iteration 49Q: 3 clusters Score -1020395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1020396.187500 Penalty: 4269.813965
	Iteration 50Q: 3 clusters Score -1020396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1020398.375000 Penalty: 4269.813965
	Iteration 51Q: 3 clusters Score -1020398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1020399.562500 Penalty: 4269.813965
	Iteration 52Q: 3 clusters Score -1020400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1020399.250000 Penalty: 4269.813965
	Iteration 53Q: 3 clusters Score -1020399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1020400.187500 Penalty: 4269.813965
	Iteration 54Q: 3 clusters Score -1020400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1020400.875000 Penalty: 4269.813965
	Iteration 55Q: 3 clusters Score -1020401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1020400.875000 Penalty: 4269.813965
	Iteration 56F: 3 clusters Score -1020401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Entering Unmasked Estep 
Score: -8359426.500000 Penalty: 2655.377930
	Iteration 0F: 2 clusters Score -8359426 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 22513 members 
Entering Unmasked Estep 
Score: -8330055.500000 Penalty: 5310.755859
	Iteration 0F: 3 clusters Score -8330056 nChanged 20616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8341171.500000 Penalty: 5310.755859
	Iteration 1F: 3 clusters Score -8341172 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8341950.000000 Penalty: 5310.755859
	Iteration 2Q: 3 clusters Score -8341950 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -8342813.500000 Penalty: 5310.755859
	Iteration 3Q: 3 clusters Score -8342814 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -8343908.500000 Penalty: 5310.755859
	Iteration 4Q: 3 clusters Score -8343908 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8345427.000000 Penalty: 5310.755859
	Iteration 5Q: 3 clusters Score -8345427 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -8347296.000000 Penalty: 5310.755859
	Iteration 6F: 3 clusters Score -8347296 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -8349243.000000 Penalty: 5310.755859
	Iteration 7F: 3 clusters Score -8349243 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -8350940.000000 Penalty: 5310.755859
	Iteration 8F: 3 clusters Score -8350940 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -8352284.500000 Penalty: 5310.755859
	Iteration 9Q: 3 clusters Score -8352284 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -8353171.500000 Penalty: 5310.755859
	Iteration 10Q: 3 clusters Score -8353172 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -8353907.000000 Penalty: 5310.755859
	Iteration 11Q: 3 clusters Score -8353907 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -8354435.000000 Penalty: 5310.755859
	Iteration 12Q: 3 clusters Score -8354435 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -8354833.000000 Penalty: 5310.755859
	Iteration 13Q: 3 clusters Score -8354833 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -8355117.500000 Penalty: 5310.755859
	Iteration 14Q: 3 clusters Score -8355118 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -8355317.500000 Penalty: 5310.755859
	Iteration 15Q: 3 clusters Score -8355318 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -8355462.000000 Penalty: 5310.755859
	Iteration 16Q: 3 clusters Score -8355462 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -8355653.000000 Penalty: 5310.755859
	Iteration 17Q: 3 clusters Score -8355653 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8355819.000000 Penalty: 5310.755859
	Iteration 18Q: 3 clusters Score -8355819 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -8355983.500000 Penalty: 5310.755859
	Iteration 19Q: 3 clusters Score -8355984 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -8356130.500000 Penalty: 5310.755859
	Iteration 20F: 3 clusters Score -8356130 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -8356265.000000 Penalty: 5310.755859
	Iteration 21Q: 3 clusters Score -8356265 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -8356375.000000 Penalty: 5310.755859
	Iteration 22Q: 3 clusters Score -8356375 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -8356471.000000 Penalty: 5310.755859
	Iteration 23Q: 3 clusters Score -8356471 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -8356566.000000 Penalty: 5310.755859
	Iteration 24Q: 3 clusters Score -8356566 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8356684.000000 Penalty: 5310.755859
	Iteration 25Q: 3 clusters Score -8356684 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8356778.500000 Penalty: 5310.755859
	Iteration 26Q: 3 clusters Score -8356778 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -8356890.000000 Penalty: 5310.755859
	Iteration 27Q: 3 clusters Score -8356890 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8356975.000000 Penalty: 5310.755859
	Iteration 28Q: 3 clusters Score -8356975 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8357050.500000 Penalty: 5310.755859
	Iteration 29Q: 3 clusters Score -8357050 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8357106.500000 Penalty: 5310.755859
	Iteration 30Q: 3 clusters Score -8357106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -8357170.500000 Penalty: 5310.755859
	Iteration 31Q: 3 clusters Score -8357170 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8357196.000000 Penalty: 5310.755859
	Iteration 32Q: 3 clusters Score -8357196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8357250.000000 Penalty: 5310.755859
	Iteration 33Q: 3 clusters Score -8357250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8357273.000000 Penalty: 5310.755859
	Iteration 34Q: 3 clusters Score -8357273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8357288.500000 Penalty: 5310.755859
	Iteration 35Q: 3 clusters Score -8357288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8357311.000000 Penalty: 5310.755859
	Iteration 36Q: 3 clusters Score -8357311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8357331.500000 Penalty: 5310.755859
	Iteration 37Q: 3 clusters Score -8357332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8357380.000000 Penalty: 5310.755859
	Iteration 38Q: 3 clusters Score -8357380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8357393.000000 Penalty: 5310.755859
	Iteration 39Q: 3 clusters Score -8357393 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8357412.500000 Penalty: 5310.755859
	Iteration 40F: 3 clusters Score -8357412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8357427.000000 Penalty: 5310.755859
	Iteration 41Q: 3 clusters Score -8357427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8357446.000000 Penalty: 5310.755859
	Iteration 42Q: 3 clusters Score -8357446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8357452.500000 Penalty: 5310.755859
	Iteration 43Q: 3 clusters Score -8357452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8357446.000000 Penalty: 5310.755859
	Iteration 44Q: 3 clusters Score -8357446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8357479.500000 Penalty: 5310.755859
	Iteration 45Q: 3 clusters Score -8357480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8357475.000000 Penalty: 5310.755859
	Iteration 46Q: 3 clusters Score -8357475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8357490.000000 Penalty: 5310.755859
	Iteration 47Q: 3 clusters Score -8357490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8357493.000000 Penalty: 5310.755859
	Iteration 48Q: 3 clusters Score -8357493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8357493.000000 Penalty: 5310.755859
	Iteration 49Q: 3 clusters Score -8357493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8357494.500000 Penalty: 5310.755859
	Iteration 50Q: 3 clusters Score -8357494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8357490.500000 Penalty: 5310.755859
	Iteration 51Q: 3 clusters Score -8357490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8357492.500000 Penalty: 5310.755859
	Iteration 52Q: 3 clusters Score -8357492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8357500.500000 Penalty: 5310.755859
	Iteration 53Q: 3 clusters Score -8357500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8357498.500000 Penalty: 5310.755859
	Iteration 54Q: 3 clusters Score -8357498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8357499.500000 Penalty: 5310.755859
	Iteration 55Q: 3 clusters Score -8357500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -8357499.500000 Penalty: 5310.755859
	Iteration 56F: 3 clusters Score -8357500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -127718.429688 Penalty: 1639.786133
	Iteration 0F: 2 clusters Score -127718.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -126027.500000 Penalty: 3279.572266
	Iteration 0F: 3 clusters Score -126027.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -126270.437500 Penalty: 3279.572266
	Iteration 1F: 3 clusters Score -126270.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -126379.046875 Penalty: 3279.572266
	Iteration 2F: 3 clusters Score -126379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -126478.429688 Penalty: 3279.572266
	Iteration 3Q: 3 clusters Score -126478.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -126570.281250 Penalty: 3279.572266
	Iteration 4Q: 3 clusters Score -126570.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -126687.671875 Penalty: 3279.572266
	Iteration 5Q: 3 clusters Score -126687.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -126769.468750 Penalty: 3279.572266
	Iteration 6Q: 3 clusters Score -126769.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -126813.015625 Penalty: 3279.572266
	Iteration 7Q: 3 clusters Score -126813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -126834.773438 Penalty: 3279.572266
	Iteration 8Q: 3 clusters Score -126834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -126853.625000 Penalty: 3279.572266
	Iteration 9Q: 3 clusters Score -126853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -126857.265625 Penalty: 3279.572266
	Iteration 10Q: 3 clusters Score -126857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -126861.789062 Penalty: 3279.572266
	Iteration 11Q: 3 clusters Score -126861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -126865.343750 Penalty: 3279.572266
	Iteration 12Q: 3 clusters Score -126865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -126868.851562 Penalty: 3279.572266
	Iteration 13Q: 3 clusters Score -126868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -126886.820312 Penalty: 3279.572266
	Iteration 14Q: 3 clusters Score -126886.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -126892.843750 Penalty: 3279.572266
	Iteration 15Q: 3 clusters Score -126892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126900.812500 Penalty: 3279.572266
	Iteration 16Q: 3 clusters Score -126900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -126907.070312 Penalty: 3279.572266
	Iteration 17Q: 3 clusters Score -126907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -126908.078125 Penalty: 3279.572266
	Iteration 18Q: 3 clusters Score -126908.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -126909.726562 Penalty: 3279.572266
	Iteration 19Q: 3 clusters Score -126909.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126913.320312 Penalty: 3279.572266
	Iteration 20F: 3 clusters Score -126913.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (35274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Entering Unmasked Estep 
Score: -6582075.000000 Penalty: 2596.783691
	Iteration 0F: 2 clusters Score -6582075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -6558131.000000 Penalty: 5193.567383
	Iteration 0F: 3 clusters Score -6558131 nChanged 16121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -6566795.500000 Penalty: 5193.567383
	Iteration 1F: 3 clusters Score -6566796 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -6567284.500000 Penalty: 5193.567383
	Iteration 2Q: 3 clusters Score -6567284 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -6567789.500000 Penalty: 5193.567383
	Iteration 3Q: 3 clusters Score -6567790 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -6568347.000000 Penalty: 5193.567383
	Iteration 4Q: 3 clusters Score -6568347 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -6568939.500000 Penalty: 5193.567383
	Iteration 5Q: 3 clusters Score -6568940 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -6569675.500000 Penalty: 5193.567383
	Iteration 6Q: 3 clusters Score -6569676 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -6570579.000000 Penalty: 5193.567383
	Iteration 7Q: 3 clusters Score -6570579 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -6571517.000000 Penalty: 5193.567383
	Iteration 8Q: 3 clusters Score -6571517 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -6572576.000000 Penalty: 5193.567383
	Iteration 9Q: 3 clusters Score -6572576 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -6573541.000000 Penalty: 5193.567383
	Iteration 10Q: 3 clusters Score -6573541 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -6574408.500000 Penalty: 5193.567383
	Iteration 11Q: 3 clusters Score -6574408 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -6575027.500000 Penalty: 5193.567383
	Iteration 12Q: 3 clusters Score -6575028 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6575444.000000 Penalty: 5193.567383
	Iteration 13Q: 3 clusters Score -6575444 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6575743.500000 Penalty: 5193.567383
	Iteration 14Q: 3 clusters Score -6575744 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -6575921.500000 Penalty: 5193.567383
	Iteration 15Q: 3 clusters Score -6575922 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -6576036.000000 Penalty: 5193.567383
	Iteration 16Q: 3 clusters Score -6576036 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -6576127.000000 Penalty: 5193.567383
	Iteration 17Q: 3 clusters Score -6576127 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -6576236.500000 Penalty: 5193.567383
	Iteration 18Q: 3 clusters Score -6576236 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -6576331.000000 Penalty: 5193.567383
	Iteration 19Q: 3 clusters Score -6576331 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6576453.500000 Penalty: 5193.567383
	Iteration 20F: 3 clusters Score -6576454 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -6576506.000000 Penalty: 5193.567383
	Iteration 21Q: 3 clusters Score -6576506 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -6576600.500000 Penalty: 5193.567383
	Iteration 22Q: 3 clusters Score -6576600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6576685.000000 Penalty: 5193.567383
	Iteration 23Q: 3 clusters Score -6576685 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6576779.500000 Penalty: 5193.567383
	Iteration 24Q: 3 clusters Score -6576780 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -6576915.500000 Penalty: 5193.567383
	Iteration 25Q: 3 clusters Score -6576916 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6577049.000000 Penalty: 5193.567383
	Iteration 26Q: 3 clusters Score -6577049 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6577212.500000 Penalty: 5193.567383
	Iteration 27Q: 3 clusters Score -6577212 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -6577342.000000 Penalty: 5193.567383
	Iteration 28Q: 3 clusters Score -6577342 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -6577478.500000 Penalty: 5193.567383
	Iteration 29Q: 3 clusters Score -6577478 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -6577615.000000 Penalty: 5193.567383
	Iteration 30Q: 3 clusters Score -6577615 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6577773.500000 Penalty: 5193.567383
	Iteration 31Q: 3 clusters Score -6577774 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -6577960.500000 Penalty: 5193.567383
	Iteration 32Q: 3 clusters Score -6577960 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -6578182.000000 Penalty: 5193.567383
	Iteration 33Q: 3 clusters Score -6578182 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -6578362.500000 Penalty: 5193.567383
	Iteration 34Q: 3 clusters Score -6578362 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -6578546.500000 Penalty: 5193.567383
	Iteration 35Q: 3 clusters Score -6578546 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -6578732.500000 Penalty: 5193.567383
	Iteration 36Q: 3 clusters Score -6578732 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -6578931.500000 Penalty: 5193.567383
	Iteration 37Q: 3 clusters Score -6578932 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -6579058.500000 Penalty: 5193.567383
	Iteration 38Q: 3 clusters Score -6579058 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6579189.500000 Penalty: 5193.567383
	Iteration 39Q: 3 clusters Score -6579190 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -6579290.500000 Penalty: 5193.567383
	Iteration 40F: 3 clusters Score -6579290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -6579382.000000 Penalty: 5193.567383
	Iteration 41Q: 3 clusters Score -6579382 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -6579487.500000 Penalty: 5193.567383
	Iteration 42Q: 3 clusters Score -6579488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6579594.000000 Penalty: 5193.567383
	Iteration 43Q: 3 clusters Score -6579594 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6579664.000000 Penalty: 5193.567383
	Iteration 44Q: 3 clusters Score -6579664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -6579695.000000 Penalty: 5193.567383
	Iteration 45Q: 3 clusters Score -6579695 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -6579725.500000 Penalty: 5193.567383
	Iteration 46Q: 3 clusters Score -6579726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6579757.500000 Penalty: 5193.567383
	Iteration 47Q: 3 clusters Score -6579758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -6579779.500000 Penalty: 5193.567383
	Iteration 48Q: 3 clusters Score -6579780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -6579797.000000 Penalty: 5193.567383
	Iteration 49Q: 3 clusters Score -6579797 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -6579811.000000 Penalty: 5193.567383
	Iteration 50Q: 3 clusters Score -6579811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6579825.500000 Penalty: 5193.567383
	Iteration 51Q: 3 clusters Score -6579826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -6579839.500000 Penalty: 5193.567383
	Iteration 52Q: 3 clusters Score -6579840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6579861.500000 Penalty: 5193.567383
	Iteration 53Q: 3 clusters Score -6579862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -6579866.000000 Penalty: 5193.567383
	Iteration 54Q: 3 clusters Score -6579866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -6579874.500000 Penalty: 5193.567383
	Iteration 55Q: 3 clusters Score -6579874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -6579874.500000 Penalty: 5193.567383
	Iteration 56Q: 3 clusters Score -6579874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6579887.500000 Penalty: 5193.567383
	Iteration 57Q: 3 clusters Score -6579888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -6579889.000000 Penalty: 5193.567383
	Iteration 58Q: 3 clusters Score -6579889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -6579905.500000 Penalty: 5193.567383
	Iteration 59Q: 3 clusters Score -6579906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6579909.000000 Penalty: 5193.567383
	Iteration 60F: 3 clusters Score -6579909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -6579927.000000 Penalty: 5193.567383
	Iteration 61Q: 3 clusters Score -6579927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -6579922.500000 Penalty: 5193.567383
	Iteration 62Q: 3 clusters Score -6579922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -6579924.000000 Penalty: 5193.567383
	Iteration 63Q: 3 clusters Score -6579924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -6579920.000000 Penalty: 5193.567383
	Iteration 64Q: 3 clusters Score -6579920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -6579931.000000 Penalty: 5193.567383
	Iteration 65Q: 3 clusters Score -6579931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 34788 members 
Entering Unmasked Estep 
Score: -6579935.500000 Penalty: 5193.567383
	Iteration 66Q: 3 clusters Score -6579936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -6579935.000000 Penalty: 5193.567383
	Iteration 67Q: 3 clusters Score -6579935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -6579942.500000 Penalty: 5193.567383
	Iteration 68Q: 3 clusters Score -6579942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6579940.500000 Penalty: 5193.567383
	Iteration 69Q: 3 clusters Score -6579940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6579940.500000 Penalty: 5193.567383
	Iteration 70F: 3 clusters Score -6579940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Entering Unmasked Estep 
Score: -8772720.000000 Penalty: 2666.180664
	Iteration 0F: 2 clusters Score -8772720 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 23340 members 
Entering Unmasked Estep 
Score: -8742424.000000 Penalty: 5332.361328
	Iteration 0F: 3 clusters Score -8742424 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8754115.000000 Penalty: 5332.361328
	Iteration 1F: 3 clusters Score -8754115 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -8754657.000000 Penalty: 5332.361328
	Iteration 2Q: 3 clusters Score -8754657 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8755140.000000 Penalty: 5332.361328
	Iteration 3Q: 3 clusters Score -8755140 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -8755671.000000 Penalty: 5332.361328
	Iteration 4Q: 3 clusters Score -8755671 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -8756252.000000 Penalty: 5332.361328
	Iteration 5Q: 3 clusters Score -8756252 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -8757039.000000 Penalty: 5332.361328
	Iteration 6Q: 3 clusters Score -8757039 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8758147.000000 Penalty: 5332.361328
	Iteration 7F: 3 clusters Score -8758147 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -8759604.000000 Penalty: 5332.361328
	Iteration 8F: 3 clusters Score -8759604 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8761448.000000 Penalty: 5332.361328
	Iteration 9F: 3 clusters Score -8761448 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -8763718.000000 Penalty: 5332.361328
	Iteration 10F: 3 clusters Score -8763718 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -8766127.000000 Penalty: 5332.361328
	Iteration 11F: 3 clusters Score -8766127 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8768185.000000 Penalty: 5332.361328
	Iteration 12F: 3 clusters Score -8768185 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8769543.000000 Penalty: 5332.361328
	Iteration 13Q: 3 clusters Score -8769543 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -8770185.000000 Penalty: 5332.361328
	Iteration 14Q: 3 clusters Score -8770185 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8770449.000000 Penalty: 5332.361328
	Iteration 15Q: 3 clusters Score -8770449 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8770510.000000 Penalty: 5332.361328
	Iteration 16Q: 3 clusters Score -8770510 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8770592.000000 Penalty: 5332.361328
	Iteration 17Q: 3 clusters Score -8770592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8770632.000000 Penalty: 5332.361328
	Iteration 18Q: 3 clusters Score -8770632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8770695.000000 Penalty: 5332.361328
	Iteration 19Q: 3 clusters Score -8770695 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8770693.000000 Penalty: 5332.361328
	Iteration 20F: 3 clusters Score -8770693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8770699.000000 Penalty: 5332.361328
	Iteration 21Q: 3 clusters Score -8770699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8770703.000000 Penalty: 5332.361328
	Iteration 22Q: 3 clusters Score -8770703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -8770713.000000 Penalty: 5332.361328
	Iteration 23Q: 3 clusters Score -8770713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8770718.000000 Penalty: 5332.361328
	Iteration 24Q: 3 clusters Score -8770718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8770725.000000 Penalty: 5332.361328
	Iteration 25Q: 3 clusters Score -8770725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8770731.000000 Penalty: 5332.361328
	Iteration 26Q: 3 clusters Score -8770731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8770721.000000 Penalty: 5332.361328
	Iteration 27Q: 3 clusters Score -8770721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8770719.000000 Penalty: 5332.361328
	Iteration 28Q: 3 clusters Score -8770719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8770725.000000 Penalty: 5332.361328
	Iteration 29Q: 3 clusters Score -8770725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -8770733.000000 Penalty: 5332.361328
	Iteration 30Q: 3 clusters Score -8770733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8770743.000000 Penalty: 5332.361328
	Iteration 31Q: 3 clusters Score -8770743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -8770749.000000 Penalty: 5332.361328
	Iteration 32Q: 3 clusters Score -8770749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8770750.000000 Penalty: 5332.361328
	Iteration 33Q: 3 clusters Score -8770750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8770743.000000 Penalty: 5332.361328
	Iteration 34Q: 3 clusters Score -8770743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8770755.000000 Penalty: 5332.361328
	Iteration 35Q: 3 clusters Score -8770755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8770751.000000 Penalty: 5332.361328
	Iteration 36Q: 3 clusters Score -8770751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -8770762.000000 Penalty: 5332.361328
	Iteration 37Q: 3 clusters Score -8770762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8770757.000000 Penalty: 5332.361328
	Iteration 38Q: 3 clusters Score -8770757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -8770762.000000 Penalty: 5332.361328
	Iteration 39Q: 3 clusters Score -8770762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8770760.000000 Penalty: 5332.361328
	Iteration 40F: 3 clusters Score -8770760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8770759.000000 Penalty: 5332.361328
	Iteration 41Q: 3 clusters Score -8770759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8770772.000000 Penalty: 5332.361328
	Iteration 42Q: 3 clusters Score -8770772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -8770766.000000 Penalty: 5332.361328
	Iteration 43Q: 3 clusters Score -8770766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8770772.000000 Penalty: 5332.361328
	Iteration 44Q: 3 clusters Score -8770772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8770773.000000 Penalty: 5332.361328
	Iteration 45Q: 3 clusters Score -8770773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8770769.000000 Penalty: 5332.361328
	Iteration 46Q: 3 clusters Score -8770769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8770769.000000 Penalty: 5332.361328
	Iteration 47F: 3 clusters Score -8770769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -1236513.500000 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -1236514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1230983.500000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -1230984 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1232569.875000 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -1232570 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1232853.625000 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -1232854 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1233025.500000 Penalty: 4367.168457
	Iteration 3F: 3 clusters Score -1233026 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1233149.500000 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -1233150 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1233254.625000 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -1233255 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1233349.250000 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -1233349 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1233444.750000 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -1233445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1233540.625000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -1233541 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1233628.625000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -1233629 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1233698.250000 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -1233698 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1233770.625000 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -1233771 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1233832.250000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -1233832 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1233888.875000 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -1233889 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1233927.375000 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -1233927 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1233980.875000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -1233981 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1234024.375000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -1234024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1234051.750000 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -1234052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1234073.500000 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -1234074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1234085.000000 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -1234085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1234092.125000 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -1234092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1234102.250000 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -1234102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1234109.250000 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -1234109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1234114.500000 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -1234114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1234121.250000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -1234121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1234122.750000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -1234123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1234126.875000 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -1234127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1234124.375000 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -1234124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1234128.500000 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -1234128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1234134.125000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -1234134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1234135.625000 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -1234136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1234135.750000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -1234136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1234134.750000 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -1234135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1234134.750000 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -1234135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1234137.500000 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -1234138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1234136.375000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -1234136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1234138.125000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -1234138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1234137.250000 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -1234137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1234138.500000 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -1234138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1234137.625000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -1234138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1234138.500000 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -1234138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1234140.250000 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -1234140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1234140.250000 Penalty: 4367.168457
	Iteration 42F: 3 clusters Score -1234140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Entering Unmasked Estep 
Score: -196366.656250 Penalty: 1760.806763
	Iteration 0F: 2 clusters Score -196366.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -194287.046875 Penalty: 3521.613525
	Iteration 0F: 3 clusters Score -194287 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -194798.296875 Penalty: 3521.613525
	Iteration 1F: 3 clusters Score -194798.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -195165.421875 Penalty: 3521.613525
	Iteration 2F: 3 clusters Score -195165.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195343.937500 Penalty: 3521.613525
	Iteration 3F: 3 clusters Score -195343.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195455.250000 Penalty: 3521.613525
	Iteration 4Q: 3 clusters Score -195455.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195537.875000 Penalty: 3521.613525
	Iteration 5Q: 3 clusters Score -195537.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -195605.812500 Penalty: 3521.613525
	Iteration 6Q: 3 clusters Score -195605.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195658.703125 Penalty: 3521.613525
	Iteration 7Q: 3 clusters Score -195658.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195693.781250 Penalty: 3521.613525
	Iteration 8Q: 3 clusters Score -195693.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -195719.765625 Penalty: 3521.613525
	Iteration 9Q: 3 clusters Score -195719.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -195738.187500 Penalty: 3521.613525
	Iteration 10Q: 3 clusters Score -195738.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195752.390625 Penalty: 3521.613525
	Iteration 11Q: 3 clusters Score -195752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195776.906250 Penalty: 3521.613525
	Iteration 12Q: 3 clusters Score -195776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195817.406250 Penalty: 3521.613525
	Iteration 13Q: 3 clusters Score -195817.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195836.031250 Penalty: 3521.613525
	Iteration 14Q: 3 clusters Score -195836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195851.609375 Penalty: 3521.613525
	Iteration 15Q: 3 clusters Score -195851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195860.921875 Penalty: 3521.613525
	Iteration 16Q: 3 clusters Score -195860.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195867.296875 Penalty: 3521.613525
	Iteration 17Q: 3 clusters Score -195867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195877.234375 Penalty: 3521.613525
	Iteration 18Q: 3 clusters Score -195877.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195884.109375 Penalty: 3521.613525
	Iteration 19Q: 3 clusters Score -195884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195886.625000 Penalty: 3521.613525
	Iteration 20F: 3 clusters Score -195886.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195889.500000 Penalty: 3521.613525
	Iteration 21Q: 3 clusters Score -195889.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195895.390625 Penalty: 3521.613525
	Iteration 22Q: 3 clusters Score -195895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195895.390625 Penalty: 3521.613525
	Iteration 23F: 3 clusters Score -195895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Entering Unmasked Estep 
Score: -8092223.000000 Penalty: 2647.258301
	Iteration 0F: 2 clusters Score -8092223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -8063799.500000 Penalty: 5294.516602
	Iteration 0F: 3 clusters Score -8063800 nChanged 19829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -8074739.000000 Penalty: 5294.516602
	Iteration 1F: 3 clusters Score -8074739 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8075295.500000 Penalty: 5294.516602
	Iteration 2Q: 3 clusters Score -8075296 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -8075935.500000 Penalty: 5294.516602
	Iteration 3Q: 3 clusters Score -8075936 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -8076813.000000 Penalty: 5294.516602
	Iteration 4Q: 3 clusters Score -8076813 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8078085.000000 Penalty: 5294.516602
	Iteration 5F: 3 clusters Score -8078085 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8080073.500000 Penalty: 5294.516602
	Iteration 6F: 3 clusters Score -8080074 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -8082614.500000 Penalty: 5294.516602
	Iteration 7F: 3 clusters Score -8082614 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8085157.000000 Penalty: 5294.516602
	Iteration 8F: 3 clusters Score -8085157 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -8087070.000000 Penalty: 5294.516602
	Iteration 9F: 3 clusters Score -8087070 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -8088108.500000 Penalty: 5294.516602
	Iteration 10Q: 3 clusters Score -8088108 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8088691.000000 Penalty: 5294.516602
	Iteration 11Q: 3 clusters Score -8088691 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8089011.000000 Penalty: 5294.516602
	Iteration 12Q: 3 clusters Score -8089011 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -8089157.000000 Penalty: 5294.516602
	Iteration 13Q: 3 clusters Score -8089157 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -8089280.000000 Penalty: 5294.516602
	Iteration 14Q: 3 clusters Score -8089280 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8089381.000000 Penalty: 5294.516602
	Iteration 15Q: 3 clusters Score -8089381 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -8089458.000000 Penalty: 5294.516602
	Iteration 16Q: 3 clusters Score -8089458 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -8089514.500000 Penalty: 5294.516602
	Iteration 17Q: 3 clusters Score -8089514 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8089597.000000 Penalty: 5294.516602
	Iteration 18Q: 3 clusters Score -8089597 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8089642.000000 Penalty: 5294.516602
	Iteration 19Q: 3 clusters Score -8089642 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -8089673.000000 Penalty: 5294.516602
	Iteration 20F: 3 clusters Score -8089673 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8089699.500000 Penalty: 5294.516602
	Iteration 21Q: 3 clusters Score -8089700 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8089730.500000 Penalty: 5294.516602
	Iteration 22Q: 3 clusters Score -8089730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -8089756.500000 Penalty: 5294.516602
	Iteration 23Q: 3 clusters Score -8089756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -8089770.500000 Penalty: 5294.516602
	Iteration 24Q: 3 clusters Score -8089770 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8089801.500000 Penalty: 5294.516602
	Iteration 25Q: 3 clusters Score -8089802 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -8089814.000000 Penalty: 5294.516602
	Iteration 26Q: 3 clusters Score -8089814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8089845.000000 Penalty: 5294.516602
	Iteration 27Q: 3 clusters Score -8089845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8089877.500000 Penalty: 5294.516602
	Iteration 28Q: 3 clusters Score -8089878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8089905.500000 Penalty: 5294.516602
	Iteration 29Q: 3 clusters Score -8089906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8089911.000000 Penalty: 5294.516602
	Iteration 30Q: 3 clusters Score -8089911 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8089924.500000 Penalty: 5294.516602
	Iteration 31Q: 3 clusters Score -8089924 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -8089941.500000 Penalty: 5294.516602
	Iteration 32Q: 3 clusters Score -8089942 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -8089966.000000 Penalty: 5294.516602
	Iteration 33Q: 3 clusters Score -8089966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -8090030.500000 Penalty: 5294.516602
	Iteration 34Q: 3 clusters Score -8090030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -8090051.500000 Penalty: 5294.516602
	Iteration 35Q: 3 clusters Score -8090052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8090081.000000 Penalty: 5294.516602
	Iteration 36Q: 3 clusters Score -8090081 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -8090111.000000 Penalty: 5294.516602
	Iteration 37Q: 3 clusters Score -8090111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8090150.500000 Penalty: 5294.516602
	Iteration 38Q: 3 clusters Score -8090150 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -8090184.000000 Penalty: 5294.516602
	Iteration 39Q: 3 clusters Score -8090184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -8090243.000000 Penalty: 5294.516602
	Iteration 40F: 3 clusters Score -8090243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8090298.000000 Penalty: 5294.516602
	Iteration 41Q: 3 clusters Score -8090298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -8090339.500000 Penalty: 5294.516602
	Iteration 42Q: 3 clusters Score -8090340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8090358.000000 Penalty: 5294.516602
	Iteration 43Q: 3 clusters Score -8090358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -8090397.000000 Penalty: 5294.516602
	Iteration 44Q: 3 clusters Score -8090397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8090405.500000 Penalty: 5294.516602
	Iteration 45Q: 3 clusters Score -8090406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8090436.500000 Penalty: 5294.516602
	Iteration 46Q: 3 clusters Score -8090436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -8090438.000000 Penalty: 5294.516602
	Iteration 47Q: 3 clusters Score -8090438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8090452.000000 Penalty: 5294.516602
	Iteration 48Q: 3 clusters Score -8090452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8090456.500000 Penalty: 5294.516602
	Iteration 49Q: 3 clusters Score -8090456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8090464.500000 Penalty: 5294.516602
	Iteration 50Q: 3 clusters Score -8090464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8090465.500000 Penalty: 5294.516602
	Iteration 51Q: 3 clusters Score -8090466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8090463.500000 Penalty: 5294.516602
	Iteration 52Q: 3 clusters Score -8090464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8090463.500000 Penalty: 5294.516602
	Iteration 53Q: 3 clusters Score -8090464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8090485.500000 Penalty: 5294.516602
	Iteration 54Q: 3 clusters Score -8090486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8090482.500000 Penalty: 5294.516602
	Iteration 55Q: 3 clusters Score -8090482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8090487.000000 Penalty: 5294.516602
	Iteration 56Q: 3 clusters Score -8090487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8090500.500000 Penalty: 5294.516602
	Iteration 57Q: 3 clusters Score -8090500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8090498.000000 Penalty: 5294.516602
	Iteration 58Q: 3 clusters Score -8090498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8090496.500000 Penalty: 5294.516602
	Iteration 59Q: 3 clusters Score -8090496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8090497.500000 Penalty: 5294.516602
	Iteration 60F: 3 clusters Score -8090498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8090496.500000 Penalty: 5294.516602
	Iteration 61Q: 3 clusters Score -8090496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8090488.500000 Penalty: 5294.516602
	Iteration 62Q: 3 clusters Score -8090488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8090493.000000 Penalty: 5294.516602
	Iteration 63Q: 3 clusters Score -8090493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8090484.500000 Penalty: 5294.516602
	Iteration 64Q: 3 clusters Score -8090484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -8090484.500000 Penalty: 5294.516602
	Iteration 65F: 3 clusters Score -8090484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Entering Unmasked Estep 
Score: -3038588.500000 Penalty: 2412.470947
	Iteration 0F: 2 clusters Score -3038588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -3026612.000000 Penalty: 4824.941895
	Iteration 0F: 3 clusters Score -3026612 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3030505.000000 Penalty: 4824.941895
	Iteration 1F: 3 clusters Score -3030505 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -3030866.500000 Penalty: 4824.941895
	Iteration 2F: 3 clusters Score -3030866 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -3031147.500000 Penalty: 4824.941895
	Iteration 3Q: 3 clusters Score -3031148 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3031415.500000 Penalty: 4824.941895
	Iteration 4Q: 3 clusters Score -3031416 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -3031752.250000 Penalty: 4824.941895
	Iteration 5Q: 3 clusters Score -3031752 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3032206.750000 Penalty: 4824.941895
	Iteration 6Q: 3 clusters Score -3032207 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3032764.250000 Penalty: 4824.941895
	Iteration 7F: 3 clusters Score -3032764 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3033535.000000 Penalty: 4824.941895
	Iteration 8F: 3 clusters Score -3033535 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3034350.250000 Penalty: 4824.941895
	Iteration 9F: 3 clusters Score -3034350 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -3035084.250000 Penalty: 4824.941895
	Iteration 10F: 3 clusters Score -3035084 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -3035651.000000 Penalty: 4824.941895
	Iteration 11Q: 3 clusters Score -3035651 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -3035977.500000 Penalty: 4824.941895
	Iteration 12Q: 3 clusters Score -3035978 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3036175.250000 Penalty: 4824.941895
	Iteration 13Q: 3 clusters Score -3036175 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -3036316.000000 Penalty: 4824.941895
	Iteration 14Q: 3 clusters Score -3036316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3036383.750000 Penalty: 4824.941895
	Iteration 15Q: 3 clusters Score -3036384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3036414.750000 Penalty: 4824.941895
	Iteration 16Q: 3 clusters Score -3036415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3036430.750000 Penalty: 4824.941895
	Iteration 17Q: 3 clusters Score -3036431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3036445.500000 Penalty: 4824.941895
	Iteration 18Q: 3 clusters Score -3036446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3036458.500000 Penalty: 4824.941895
	Iteration 19Q: 3 clusters Score -3036458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3036466.250000 Penalty: 4824.941895
	Iteration 20F: 3 clusters Score -3036466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3036472.000000 Penalty: 4824.941895
	Iteration 21Q: 3 clusters Score -3036472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3036475.000000 Penalty: 4824.941895
	Iteration 22Q: 3 clusters Score -3036475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -3036477.750000 Penalty: 4824.941895
	Iteration 23Q: 3 clusters Score -3036478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -3036482.750000 Penalty: 4824.941895
	Iteration 24Q: 3 clusters Score -3036483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -3036490.750000 Penalty: 4824.941895
	Iteration 25Q: 3 clusters Score -3036491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -3036492.250000 Penalty: 4824.941895
	Iteration 26Q: 3 clusters Score -3036492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3036493.750000 Penalty: 4824.941895
	Iteration 27Q: 3 clusters Score -3036494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3036498.250000 Penalty: 4824.941895
	Iteration 28Q: 3 clusters Score -3036498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3036507.000000 Penalty: 4824.941895
	Iteration 29Q: 3 clusters Score -3036507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3036509.750000 Penalty: 4824.941895
	Iteration 30Q: 3 clusters Score -3036510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3036509.250000 Penalty: 4824.941895
	Iteration 31Q: 3 clusters Score -3036509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3036511.250000 Penalty: 4824.941895
	Iteration 32Q: 3 clusters Score -3036511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3036511.250000 Penalty: 4824.941895
	Iteration 33F: 3 clusters Score -3036511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -97638.617188 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -97638.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -96082.789062 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -96082.79 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -96290.960938 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -96290.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96378.046875 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -96378.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -96414.414062 Penalty: 3133.313721
	Iteration 3Q: 3 clusters Score -96414.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -96425.898438 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -96425.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -96439.289062 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -96439.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -96442.062500 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -96442.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96450.132812 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -96450.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -96454.937500 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -96454.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96456.718750 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -96456.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -96459.921875 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -96459.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96462.898438 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -96462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96463.960938 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -96463.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -96463.960938 Penalty: 3133.313721
	Iteration 13F: 3 clusters Score -96463.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (18249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Entering Unmasked Estep 
Score: -3370489.250000 Penalty: 2433.342773
	Iteration 0F: 2 clusters Score -3370489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -3357540.000000 Penalty: 4866.685547
	Iteration 0F: 3 clusters Score -3357540 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -3361730.250000 Penalty: 4866.685547
	Iteration 1F: 3 clusters Score -3361730 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3362102.500000 Penalty: 4866.685547
	Iteration 2F: 3 clusters Score -3362102 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3362391.250000 Penalty: 4866.685547
	Iteration 3Q: 3 clusters Score -3362391 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -3362614.000000 Penalty: 4866.685547
	Iteration 4Q: 3 clusters Score -3362614 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3362867.250000 Penalty: 4866.685547
	Iteration 5Q: 3 clusters Score -3362867 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3363123.500000 Penalty: 4866.685547
	Iteration 6Q: 3 clusters Score -3363124 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3363408.250000 Penalty: 4866.685547
	Iteration 7Q: 3 clusters Score -3363408 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -3363701.250000 Penalty: 4866.685547
	Iteration 8Q: 3 clusters Score -3363701 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -3364038.000000 Penalty: 4866.685547
	Iteration 9Q: 3 clusters Score -3364038 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -3364385.750000 Penalty: 4866.685547
	Iteration 10Q: 3 clusters Score -3364386 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3364779.000000 Penalty: 4866.685547
	Iteration 11Q: 3 clusters Score -3364779 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3365170.250000 Penalty: 4866.685547
	Iteration 12Q: 3 clusters Score -3365170 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3365540.000000 Penalty: 4866.685547
	Iteration 13Q: 3 clusters Score -3365540 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -3365747.000000 Penalty: 4866.685547
	Iteration 14Q: 3 clusters Score -3365747 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -3365877.500000 Penalty: 4866.685547
	Iteration 15Q: 3 clusters Score -3365878 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -3365956.500000 Penalty: 4866.685547
	Iteration 16Q: 3 clusters Score -3365956 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3366009.000000 Penalty: 4866.685547
	Iteration 17Q: 3 clusters Score -3366009 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3366046.750000 Penalty: 4866.685547
	Iteration 18Q: 3 clusters Score -3366047 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -3366063.000000 Penalty: 4866.685547
	Iteration 19Q: 3 clusters Score -3366063 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -3366082.500000 Penalty: 4866.685547
	Iteration 20F: 3 clusters Score -3366082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -3366092.500000 Penalty: 4866.685547
	Iteration 21Q: 3 clusters Score -3366092 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3366108.750000 Penalty: 4866.685547
	Iteration 22Q: 3 clusters Score -3366109 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -3366126.500000 Penalty: 4866.685547
	Iteration 23Q: 3 clusters Score -3366126 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3366147.250000 Penalty: 4866.685547
	Iteration 24Q: 3 clusters Score -3366147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3366164.250000 Penalty: 4866.685547
	Iteration 25Q: 3 clusters Score -3366164 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -3366200.000000 Penalty: 4866.685547
	Iteration 26Q: 3 clusters Score -3366200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3366214.250000 Penalty: 4866.685547
	Iteration 27Q: 3 clusters Score -3366214 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3366240.500000 Penalty: 4866.685547
	Iteration 28Q: 3 clusters Score -3366240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3366275.500000 Penalty: 4866.685547
	Iteration 29Q: 3 clusters Score -3366276 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -3366307.750000 Penalty: 4866.685547
	Iteration 30Q: 3 clusters Score -3366308 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3366361.750000 Penalty: 4866.685547
	Iteration 31Q: 3 clusters Score -3366362 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -3366415.500000 Penalty: 4866.685547
	Iteration 32Q: 3 clusters Score -3366416 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -3366479.750000 Penalty: 4866.685547
	Iteration 33Q: 3 clusters Score -3366480 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3366543.500000 Penalty: 4866.685547
	Iteration 34Q: 3 clusters Score -3366544 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3366630.500000 Penalty: 4866.685547
	Iteration 35Q: 3 clusters Score -3366630 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3366720.750000 Penalty: 4866.685547
	Iteration 36Q: 3 clusters Score -3366721 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -3366806.250000 Penalty: 4866.685547
	Iteration 37Q: 3 clusters Score -3366806 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -3366897.250000 Penalty: 4866.685547
	Iteration 38Q: 3 clusters Score -3366897 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -3367014.500000 Penalty: 4866.685547
	Iteration 39Q: 3 clusters Score -3367014 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -3367120.000000 Penalty: 4866.685547
	Iteration 40F: 3 clusters Score -3367120 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -3367247.000000 Penalty: 4866.685547
	Iteration 41Q: 3 clusters Score -3367247 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3367371.000000 Penalty: 4866.685547
	Iteration 42Q: 3 clusters Score -3367371 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3367488.500000 Penalty: 4866.685547
	Iteration 43Q: 3 clusters Score -3367488 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -3367591.500000 Penalty: 4866.685547
	Iteration 44Q: 3 clusters Score -3367592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -3367688.500000 Penalty: 4866.685547
	Iteration 45Q: 3 clusters Score -3367688 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3367766.000000 Penalty: 4866.685547
	Iteration 46Q: 3 clusters Score -3367766 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3367824.500000 Penalty: 4866.685547
	Iteration 47Q: 3 clusters Score -3367824 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3367865.750000 Penalty: 4866.685547
	Iteration 48Q: 3 clusters Score -3367866 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3367895.500000 Penalty: 4866.685547
	Iteration 49Q: 3 clusters Score -3367896 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3367928.000000 Penalty: 4866.685547
	Iteration 50Q: 3 clusters Score -3367928 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3367964.500000 Penalty: 4866.685547
	Iteration 51Q: 3 clusters Score -3367964 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -3368008.000000 Penalty: 4866.685547
	Iteration 52Q: 3 clusters Score -3368008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3368030.500000 Penalty: 4866.685547
	Iteration 53Q: 3 clusters Score -3368030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3368067.250000 Penalty: 4866.685547
	Iteration 54Q: 3 clusters Score -3368067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -3368093.500000 Penalty: 4866.685547
	Iteration 55Q: 3 clusters Score -3368094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3368125.000000 Penalty: 4866.685547
	Iteration 56Q: 3 clusters Score -3368125 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3368134.500000 Penalty: 4866.685547
	Iteration 57Q: 3 clusters Score -3368134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3368147.000000 Penalty: 4866.685547
	Iteration 58Q: 3 clusters Score -3368147 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -3368159.750000 Penalty: 4866.685547
	Iteration 59Q: 3 clusters Score -3368160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3368173.000000 Penalty: 4866.685547
	Iteration 60F: 3 clusters Score -3368173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3368200.250000 Penalty: 4866.685547
	Iteration 61Q: 3 clusters Score -3368200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3368210.500000 Penalty: 4866.685547
	Iteration 62Q: 3 clusters Score -3368210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3368233.500000 Penalty: 4866.685547
	Iteration 63Q: 3 clusters Score -3368234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3368240.250000 Penalty: 4866.685547
	Iteration 64Q: 3 clusters Score -3368240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3368244.750000 Penalty: 4866.685547
	Iteration 65Q: 3 clusters Score -3368245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3368245.750000 Penalty: 4866.685547
	Iteration 66Q: 3 clusters Score -3368246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3368247.250000 Penalty: 4866.685547
	Iteration 67Q: 3 clusters Score -3368247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3368254.500000 Penalty: 4866.685547
	Iteration 68Q: 3 clusters Score -3368254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3368256.000000 Penalty: 4866.685547
	Iteration 69Q: 3 clusters Score -3368256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3368261.500000 Penalty: 4866.685547
	Iteration 70Q: 3 clusters Score -3368262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3368262.500000 Penalty: 4866.685547
	Iteration 71Q: 3 clusters Score -3368262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3368270.250000 Penalty: 4866.685547
	Iteration 72Q: 3 clusters Score -3368270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3368272.000000 Penalty: 4866.685547
	Iteration 73Q: 3 clusters Score -3368272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3368274.500000 Penalty: 4866.685547
	Iteration 74Q: 3 clusters Score -3368274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3368274.250000 Penalty: 4866.685547
	Iteration 75Q: 3 clusters Score -3368274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3368274.250000 Penalty: 4866.685547
	Iteration 76Q: 3 clusters Score -3368274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3368278.250000 Penalty: 4866.685547
	Iteration 77Q: 3 clusters Score -3368278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3368276.000000 Penalty: 4866.685547
	Iteration 78Q: 3 clusters Score -3368276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3368273.500000 Penalty: 4866.685547
	Iteration 79Q: 3 clusters Score -3368274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3368277.500000 Penalty: 4866.685547
	Iteration 80F: 3 clusters Score -3368278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3368269.500000 Penalty: 4866.685547
	Iteration 81Q: 3 clusters Score -3368270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3368269.750000 Penalty: 4866.685547
	Iteration 82Q: 3 clusters Score -3368270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3368271.000000 Penalty: 4866.685547
	Iteration 83Q: 3 clusters Score -3368271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3368266.000000 Penalty: 4866.685547
	Iteration 84Q: 3 clusters Score -3368266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -3368273.000000 Penalty: 4866.685547
	Iteration 85Q: 3 clusters Score -3368273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3368269.750000 Penalty: 4866.685547
	Iteration 86Q: 3 clusters Score -3368270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -3368269.750000 Penalty: 4866.685547
	Iteration 87F: 3 clusters Score -3368270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Entering Unmasked Estep 
Score: -4660770.000000 Penalty: 2510.131592
	Iteration 0F: 2 clusters Score -4660770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -4643460.000000 Penalty: 5020.263184
	Iteration 0F: 3 clusters Score -4643460 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -4649239.000000 Penalty: 5020.263184
	Iteration 1F: 3 clusters Score -4649239 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4649591.500000 Penalty: 5020.263184
	Iteration 2Q: 3 clusters Score -4649592 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4649895.500000 Penalty: 5020.263184
	Iteration 3Q: 3 clusters Score -4649896 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -4650107.500000 Penalty: 5020.263184
	Iteration 4Q: 3 clusters Score -4650108 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -4650277.500000 Penalty: 5020.263184
	Iteration 5Q: 3 clusters Score -4650278 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4650466.000000 Penalty: 5020.263184
	Iteration 6Q: 3 clusters Score -4650466 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -4650612.500000 Penalty: 5020.263184
	Iteration 7Q: 3 clusters Score -4650612 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4650768.000000 Penalty: 5020.263184
	Iteration 8Q: 3 clusters Score -4650768 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -4650939.000000 Penalty: 5020.263184
	Iteration 9Q: 3 clusters Score -4650939 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -4651085.500000 Penalty: 5020.263184
	Iteration 10Q: 3 clusters Score -4651086 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4651275.500000 Penalty: 5020.263184
	Iteration 11Q: 3 clusters Score -4651276 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -4651504.500000 Penalty: 5020.263184
	Iteration 12Q: 3 clusters Score -4651504 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -4651752.000000 Penalty: 5020.263184
	Iteration 13Q: 3 clusters Score -4651752 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4652043.000000 Penalty: 5020.263184
	Iteration 14Q: 3 clusters Score -4652043 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -4652359.500000 Penalty: 5020.263184
	Iteration 15Q: 3 clusters Score -4652360 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4652740.500000 Penalty: 5020.263184
	Iteration 16Q: 3 clusters Score -4652740 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4653163.500000 Penalty: 5020.263184
	Iteration 17Q: 3 clusters Score -4653164 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -4653663.000000 Penalty: 5020.263184
	Iteration 18Q: 3 clusters Score -4653663 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -4654175.000000 Penalty: 5020.263184
	Iteration 19Q: 3 clusters Score -4654175 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4654727.000000 Penalty: 5020.263184
	Iteration 20F: 3 clusters Score -4654727 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -4655283.500000 Penalty: 5020.263184
	Iteration 21Q: 3 clusters Score -4655284 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4655782.500000 Penalty: 5020.263184
	Iteration 22Q: 3 clusters Score -4655782 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4656224.500000 Penalty: 5020.263184
	Iteration 23Q: 3 clusters Score -4656224 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -4656591.000000 Penalty: 5020.263184
	Iteration 24Q: 3 clusters Score -4656591 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -4656913.000000 Penalty: 5020.263184
	Iteration 25Q: 3 clusters Score -4656913 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4657193.000000 Penalty: 5020.263184
	Iteration 26Q: 3 clusters Score -4657193 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4657408.500000 Penalty: 5020.263184
	Iteration 27Q: 3 clusters Score -4657408 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4657611.500000 Penalty: 5020.263184
	Iteration 28Q: 3 clusters Score -4657612 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4657782.500000 Penalty: 5020.263184
	Iteration 29Q: 3 clusters Score -4657782 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4657912.500000 Penalty: 5020.263184
	Iteration 30Q: 3 clusters Score -4657912 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -4658035.000000 Penalty: 5020.263184
	Iteration 31Q: 3 clusters Score -4658035 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4658154.500000 Penalty: 5020.263184
	Iteration 32Q: 3 clusters Score -4658154 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -4658256.500000 Penalty: 5020.263184
	Iteration 33Q: 3 clusters Score -4658256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -4658343.000000 Penalty: 5020.263184
	Iteration 34Q: 3 clusters Score -4658343 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -4658406.000000 Penalty: 5020.263184
	Iteration 35Q: 3 clusters Score -4658406 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4658460.000000 Penalty: 5020.263184
	Iteration 36Q: 3 clusters Score -4658460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4658505.000000 Penalty: 5020.263184
	Iteration 37Q: 3 clusters Score -4658505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -4658517.500000 Penalty: 5020.263184
	Iteration 38Q: 3 clusters Score -4658518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4658534.000000 Penalty: 5020.263184
	Iteration 39Q: 3 clusters Score -4658534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -4658545.500000 Penalty: 5020.263184
	Iteration 40F: 3 clusters Score -4658546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -4658570.500000 Penalty: 5020.263184
	Iteration 41Q: 3 clusters Score -4658570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4658576.000000 Penalty: 5020.263184
	Iteration 42Q: 3 clusters Score -4658576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4658587.500000 Penalty: 5020.263184
	Iteration 43Q: 3 clusters Score -4658588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4658588.500000 Penalty: 5020.263184
	Iteration 44Q: 3 clusters Score -4658588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -4658588.500000 Penalty: 5020.263184
	Iteration 45Q: 3 clusters Score -4658588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4658584.000000 Penalty: 5020.263184
	Iteration 46Q: 3 clusters Score -4658584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4658592.500000 Penalty: 5020.263184
	Iteration 47Q: 3 clusters Score -4658592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4658593.000000 Penalty: 5020.263184
	Iteration 48Q: 3 clusters Score -4658593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -4658593.500000 Penalty: 5020.263184
	Iteration 49Q: 3 clusters Score -4658594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4658593.500000 Penalty: 5020.263184
	Iteration 50Q: 3 clusters Score -4658594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4658597.000000 Penalty: 5020.263184
	Iteration 51Q: 3 clusters Score -4658597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4658599.000000 Penalty: 5020.263184
	Iteration 52Q: 3 clusters Score -4658599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4658596.500000 Penalty: 5020.263184
	Iteration 53Q: 3 clusters Score -4658596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4658591.500000 Penalty: 5020.263184
	Iteration 54Q: 3 clusters Score -4658592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4658591.500000 Penalty: 5020.263184
	Iteration 55Q: 3 clusters Score -4658592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4658591.500000 Penalty: 5020.263184
	Iteration 56F: 3 clusters Score -4658592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Entering Unmasked Estep 
Score: -8962056.000000 Penalty: 2670.688477
	Iteration 0F: 2 clusters Score -8962056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8931882.000000 Penalty: 5341.376953
	Iteration 0F: 3 clusters Score -8931882 nChanged 21869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8943927.000000 Penalty: 5341.376953
	Iteration 1F: 3 clusters Score -8943927 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -8944345.000000 Penalty: 5341.376953
	Iteration 2Q: 3 clusters Score -8944345 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8944741.000000 Penalty: 5341.376953
	Iteration 3Q: 3 clusters Score -8944741 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -8945091.000000 Penalty: 5341.376953
	Iteration 4Q: 3 clusters Score -8945091 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8945423.000000 Penalty: 5341.376953
	Iteration 5Q: 3 clusters Score -8945423 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -8945795.000000 Penalty: 5341.376953
	Iteration 6Q: 3 clusters Score -8945795 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -8946192.000000 Penalty: 5341.376953
	Iteration 7Q: 3 clusters Score -8946192 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -8946686.000000 Penalty: 5341.376953
	Iteration 8Q: 3 clusters Score -8946686 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -8947245.000000 Penalty: 5341.376953
	Iteration 9Q: 3 clusters Score -8947245 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8948027.000000 Penalty: 5341.376953
	Iteration 10Q: 3 clusters Score -8948027 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8949124.000000 Penalty: 5341.376953
	Iteration 11Q: 3 clusters Score -8949124 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8950564.000000 Penalty: 5341.376953
	Iteration 12Q: 3 clusters Score -8950564 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -8952159.000000 Penalty: 5341.376953
	Iteration 13F: 3 clusters Score -8952159 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -8953417.000000 Penalty: 5341.376953
	Iteration 14Q: 3 clusters Score -8953417 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -8954029.000000 Penalty: 5341.376953
	Iteration 15Q: 3 clusters Score -8954029 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8954370.000000 Penalty: 5341.376953
	Iteration 16Q: 3 clusters Score -8954370 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -8954547.000000 Penalty: 5341.376953
	Iteration 17Q: 3 clusters Score -8954547 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8954783.000000 Penalty: 5341.376953
	Iteration 18Q: 3 clusters Score -8954783 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8954973.000000 Penalty: 5341.376953
	Iteration 19Q: 3 clusters Score -8954973 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -8955187.000000 Penalty: 5341.376953
	Iteration 20F: 3 clusters Score -8955187 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -8955439.000000 Penalty: 5341.376953
	Iteration 21Q: 3 clusters Score -8955439 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -8955682.000000 Penalty: 5341.376953
	Iteration 22Q: 3 clusters Score -8955682 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8955901.000000 Penalty: 5341.376953
	Iteration 23Q: 3 clusters Score -8955901 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8956188.000000 Penalty: 5341.376953
	Iteration 24Q: 3 clusters Score -8956188 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -8956410.000000 Penalty: 5341.376953
	Iteration 25Q: 3 clusters Score -8956410 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8956660.000000 Penalty: 5341.376953
	Iteration 26Q: 3 clusters Score -8956660 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8956880.000000 Penalty: 5341.376953
	Iteration 27Q: 3 clusters Score -8956880 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -8957039.000000 Penalty: 5341.376953
	Iteration 28Q: 3 clusters Score -8957039 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8957249.000000 Penalty: 5341.376953
	Iteration 29Q: 3 clusters Score -8957249 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -8957357.000000 Penalty: 5341.376953
	Iteration 30Q: 3 clusters Score -8957357 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -8957498.000000 Penalty: 5341.376953
	Iteration 31Q: 3 clusters Score -8957498 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -8957635.000000 Penalty: 5341.376953
	Iteration 32Q: 3 clusters Score -8957635 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -8957749.000000 Penalty: 5341.376953
	Iteration 33Q: 3 clusters Score -8957749 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -8957866.000000 Penalty: 5341.376953
	Iteration 34Q: 3 clusters Score -8957866 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8957904.000000 Penalty: 5341.376953
	Iteration 35Q: 3 clusters Score -8957904 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -8958004.000000 Penalty: 5341.376953
	Iteration 36Q: 3 clusters Score -8958004 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -8958062.000000 Penalty: 5341.376953
	Iteration 37Q: 3 clusters Score -8958062 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -8958151.000000 Penalty: 5341.376953
	Iteration 38Q: 3 clusters Score -8958151 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8958208.000000 Penalty: 5341.376953
	Iteration 39Q: 3 clusters Score -8958208 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -8958252.000000 Penalty: 5341.376953
	Iteration 40F: 3 clusters Score -8958252 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -8958379.000000 Penalty: 5341.376953
	Iteration 41Q: 3 clusters Score -8958379 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -8958417.000000 Penalty: 5341.376953
	Iteration 42Q: 3 clusters Score -8958417 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -8958408.000000 Penalty: 5341.376953
	Iteration 43Q: 3 clusters Score -8958408 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -8958452.000000 Penalty: 5341.376953
	Iteration 44Q: 3 clusters Score -8958452 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -8958504.000000 Penalty: 5341.376953
	Iteration 45Q: 3 clusters Score -8958504 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -8958541.000000 Penalty: 5341.376953
	Iteration 46Q: 3 clusters Score -8958541 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -8958554.000000 Penalty: 5341.376953
	Iteration 47Q: 3 clusters Score -8958554 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -8958567.000000 Penalty: 5341.376953
	Iteration 48Q: 3 clusters Score -8958567 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8958598.000000 Penalty: 5341.376953
	Iteration 49Q: 3 clusters Score -8958598 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -8958652.000000 Penalty: 5341.376953
	Iteration 50Q: 3 clusters Score -8958652 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -8958687.000000 Penalty: 5341.376953
	Iteration 51Q: 3 clusters Score -8958687 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -8958744.000000 Penalty: 5341.376953
	Iteration 52Q: 3 clusters Score -8958744 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -8958767.000000 Penalty: 5341.376953
	Iteration 53Q: 3 clusters Score -8958767 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -8958799.000000 Penalty: 5341.376953
	Iteration 54Q: 3 clusters Score -8958799 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -8958868.000000 Penalty: 5341.376953
	Iteration 55Q: 3 clusters Score -8958868 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8958918.000000 Penalty: 5341.376953
	Iteration 56Q: 3 clusters Score -8958918 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -8958937.000000 Penalty: 5341.376953
	Iteration 57Q: 3 clusters Score -8958937 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -8958963.000000 Penalty: 5341.376953
	Iteration 58Q: 3 clusters Score -8958963 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8958950.000000 Penalty: 5341.376953
	Iteration 59Q: 3 clusters Score -8958950 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -8958971.000000 Penalty: 5341.376953
	Iteration 60F: 3 clusters Score -8958971 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -8959016.000000 Penalty: 5341.376953
	Iteration 61Q: 3 clusters Score -8959016 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -8959035.000000 Penalty: 5341.376953
	Iteration 62Q: 3 clusters Score -8959035 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -8959082.000000 Penalty: 5341.376953
	Iteration 63Q: 3 clusters Score -8959082 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -8959097.000000 Penalty: 5341.376953
	Iteration 64Q: 3 clusters Score -8959097 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -8959111.000000 Penalty: 5341.376953
	Iteration 65Q: 3 clusters Score -8959111 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -8959153.000000 Penalty: 5341.376953
	Iteration 66Q: 3 clusters Score -8959153 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8959168.000000 Penalty: 5341.376953
	Iteration 67Q: 3 clusters Score -8959168 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -8959232.000000 Penalty: 5341.376953
	Iteration 68Q: 3 clusters Score -8959232 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -8959282.000000 Penalty: 5341.376953
	Iteration 69Q: 3 clusters Score -8959282 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -8959275.000000 Penalty: 5341.376953
	Iteration 70Q: 3 clusters Score -8959275 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8959294.000000 Penalty: 5341.376953
	Iteration 71Q: 3 clusters Score -8959294 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -8959328.000000 Penalty: 5341.376953
	Iteration 72Q: 3 clusters Score -8959328 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -8959368.000000 Penalty: 5341.376953
	Iteration 73Q: 3 clusters Score -8959368 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -8959406.000000 Penalty: 5341.376953
	Iteration 74Q: 3 clusters Score -8959406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -8959430.000000 Penalty: 5341.376953
	Iteration 75Q: 3 clusters Score -8959430 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8959440.000000 Penalty: 5341.376953
	Iteration 76Q: 3 clusters Score -8959440 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -8959502.000000 Penalty: 5341.376953
	Iteration 77Q: 3 clusters Score -8959502 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -8959528.000000 Penalty: 5341.376953
	Iteration 78Q: 3 clusters Score -8959528 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -8959563.000000 Penalty: 5341.376953
	Iteration 79Q: 3 clusters Score -8959563 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -8959598.000000 Penalty: 5341.376953
	Iteration 80F: 3 clusters Score -8959598 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -8959650.000000 Penalty: 5341.376953
	Iteration 81Q: 3 clusters Score -8959650 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8959683.000000 Penalty: 5341.376953
	Iteration 82Q: 3 clusters Score -8959683 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -8959728.000000 Penalty: 5341.376953
	Iteration 83Q: 3 clusters Score -8959728 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8959784.000000 Penalty: 5341.376953
	Iteration 84Q: 3 clusters Score -8959784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -8959788.000000 Penalty: 5341.376953
	Iteration 85Q: 3 clusters Score -8959788 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8959819.000000 Penalty: 5341.376953
	Iteration 86Q: 3 clusters Score -8959819 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -8959845.000000 Penalty: 5341.376953
	Iteration 87Q: 3 clusters Score -8959845 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -8959882.000000 Penalty: 5341.376953
	Iteration 88Q: 3 clusters Score -8959882 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8959898.000000 Penalty: 5341.376953
	Iteration 89Q: 3 clusters Score -8959898 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -8959950.000000 Penalty: 5341.376953
	Iteration 90Q: 3 clusters Score -8959950 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8960026.000000 Penalty: 5341.376953
	Iteration 91Q: 3 clusters Score -8960026 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8960065.000000 Penalty: 5341.376953
	Iteration 92Q: 3 clusters Score -8960065 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8960068.000000 Penalty: 5341.376953
	Iteration 93Q: 3 clusters Score -8960068 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -8960094.000000 Penalty: 5341.376953
	Iteration 94Q: 3 clusters Score -8960094 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8960116.000000 Penalty: 5341.376953
	Iteration 95Q: 3 clusters Score -8960116 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 39835 members 
Entering Unmasked Estep 
Score: -8960146.000000 Penalty: 5341.376953
	Iteration 96Q: 3 clusters Score -8960146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -8960159.000000 Penalty: 5341.376953
	Iteration 97Q: 3 clusters Score -8960159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -8960191.000000 Penalty: 5341.376953
	Iteration 98Q: 3 clusters Score -8960191 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -8960214.000000 Penalty: 5341.376953
	Iteration 99Q: 3 clusters Score -8960214 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -8960289.000000 Penalty: 5341.376953
	Iteration 100F: 3 clusters Score -8960289 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -8960301.000000 Penalty: 5341.376953
	Iteration 101Q: 3 clusters Score -8960301 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -8960342.000000 Penalty: 5341.376953
	Iteration 102Q: 3 clusters Score -8960342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -8960371.000000 Penalty: 5341.376953
	Iteration 103Q: 3 clusters Score -8960371 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -8960365.000000 Penalty: 5341.376953
	Iteration 104Q: 3 clusters Score -8960365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -8960385.000000 Penalty: 5341.376953
	Iteration 105Q: 3 clusters Score -8960385 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8960406.000000 Penalty: 5341.376953
	Iteration 106Q: 3 clusters Score -8960406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8960418.000000 Penalty: 5341.376953
	Iteration 107Q: 3 clusters Score -8960418 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8960423.000000 Penalty: 5341.376953
	Iteration 108Q: 3 clusters Score -8960423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8960449.000000 Penalty: 5341.376953
	Iteration 109Q: 3 clusters Score -8960449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5341.376953
	Iteration 110Q: 3 clusters Score -8960472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -8960479.000000 Penalty: 5341.376953
	Iteration 111Q: 3 clusters Score -8960479 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8960492.000000 Penalty: 5341.376953
	Iteration 112Q: 3 clusters Score -8960492 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8960508.000000 Penalty: 5341.376953
	Iteration 113Q: 3 clusters Score -8960508 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8960546.000000 Penalty: 5341.376953
	Iteration 114Q: 3 clusters Score -8960546 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8960553.000000 Penalty: 5341.376953
	Iteration 115Q: 3 clusters Score -8960553 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -8960551.000000 Penalty: 5341.376953
	Iteration 116Q: 3 clusters Score -8960551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -8960566.000000 Penalty: 5341.376953
	Iteration 117Q: 3 clusters Score -8960566 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8960561.000000 Penalty: 5341.376953
	Iteration 118Q: 3 clusters Score -8960561 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8960567.000000 Penalty: 5341.376953
	Iteration 119Q: 3 clusters Score -8960567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8960567.000000 Penalty: 5341.376953
	Iteration 120F: 3 clusters Score -8960567 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8960548.000000 Penalty: 5341.376953
	Iteration 121Q: 3 clusters Score -8960548 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8960559.000000 Penalty: 5341.376953
	Iteration 122Q: 3 clusters Score -8960559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8960556.000000 Penalty: 5341.376953
	Iteration 123Q: 3 clusters Score -8960556 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8960563.000000 Penalty: 5341.376953
	Iteration 124Q: 3 clusters Score -8960563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8960576.000000 Penalty: 5341.376953
	Iteration 125Q: 3 clusters Score -8960576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8960572.000000 Penalty: 5341.376953
	Iteration 126Q: 3 clusters Score -8960572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8960583.000000 Penalty: 5341.376953
	Iteration 127Q: 3 clusters Score -8960583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -8960580.000000 Penalty: 5341.376953
	Iteration 128Q: 3 clusters Score -8960580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8960584.000000 Penalty: 5341.376953
	Iteration 129Q: 3 clusters Score -8960584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8960571.000000 Penalty: 5341.376953
	Iteration 130Q: 3 clusters Score -8960571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8960566.000000 Penalty: 5341.376953
	Iteration 131Q: 3 clusters Score -8960566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8960563.000000 Penalty: 5341.376953
	Iteration 132Q: 3 clusters Score -8960563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -8960590.000000 Penalty: 5341.376953
	Iteration 133Q: 3 clusters Score -8960590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -8960596.000000 Penalty: 5341.376953
	Iteration 134Q: 3 clusters Score -8960596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8960607.000000 Penalty: 5341.376953
	Iteration 135Q: 3 clusters Score -8960607 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8960614.000000 Penalty: 5341.376953
	Iteration 136Q: 3 clusters Score -8960614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8960622.000000 Penalty: 5341.376953
	Iteration 137Q: 3 clusters Score -8960622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8960641.000000 Penalty: 5341.376953
	Iteration 138Q: 3 clusters Score -8960641 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8960639.000000 Penalty: 5341.376953
	Iteration 139Q: 3 clusters Score -8960639 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8960619.000000 Penalty: 5341.376953
	Iteration 140F: 3 clusters Score -8960619 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8960625.000000 Penalty: 5341.376953
	Iteration 141Q: 3 clusters Score -8960625 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8960625.000000 Penalty: 5341.376953
	Iteration 142Q: 3 clusters Score -8960625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8960625.000000 Penalty: 5341.376953
	Iteration 143Q: 3 clusters Score -8960625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8960618.000000 Penalty: 5341.376953
	Iteration 144Q: 3 clusters Score -8960618 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 44188 members 
Entering Unmasked Estep 
Score: -8960629.000000 Penalty: 5341.376953
	Iteration 145Q: 3 clusters Score -8960629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8960624.000000 Penalty: 5341.376953
	Iteration 146Q: 3 clusters Score -8960624 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8960635.000000 Penalty: 5341.376953
	Iteration 147Q: 3 clusters Score -8960635 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8960616.000000 Penalty: 5341.376953
	Iteration 148Q: 3 clusters Score -8960616 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8960617.000000 Penalty: 5341.376953
	Iteration 149Q: 3 clusters Score -8960617 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8960613.000000 Penalty: 5341.376953
	Iteration 150Q: 3 clusters Score -8960613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -8960619.000000 Penalty: 5341.376953
	Iteration 151Q: 3 clusters Score -8960619 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8960622.000000 Penalty: 5341.376953
	Iteration 152Q: 3 clusters Score -8960622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8960626.000000 Penalty: 5341.376953
	Iteration 153Q: 3 clusters Score -8960626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8960632.000000 Penalty: 5341.376953
	Iteration 154Q: 3 clusters Score -8960632 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8960615.000000 Penalty: 5341.376953
	Iteration 155Q: 3 clusters Score -8960615 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8960629.000000 Penalty: 5341.376953
	Iteration 156Q: 3 clusters Score -8960629 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8960596.000000 Penalty: 5341.376953
	Iteration 157Q: 3 clusters Score -8960596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8960595.000000 Penalty: 5341.376953
	Iteration 158Q: 3 clusters Score -8960595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8960578.000000 Penalty: 5341.376953
	Iteration 159Q: 3 clusters Score -8960578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8960572.000000 Penalty: 5341.376953
	Iteration 160F: 3 clusters Score -8960572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8960582.000000 Penalty: 5341.376953
	Iteration 161Q: 3 clusters Score -8960582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8960592.000000 Penalty: 5341.376953
	Iteration 162Q: 3 clusters Score -8960592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8960597.000000 Penalty: 5341.376953
	Iteration 163Q: 3 clusters Score -8960597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8960577.000000 Penalty: 5341.376953
	Iteration 164Q: 3 clusters Score -8960577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8960571.000000 Penalty: 5341.376953
	Iteration 165Q: 3 clusters Score -8960571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8960574.000000 Penalty: 5341.376953
	Iteration 166Q: 3 clusters Score -8960574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8960569.000000 Penalty: 5341.376953
	Iteration 167Q: 3 clusters Score -8960569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8960565.000000 Penalty: 5341.376953
	Iteration 168Q: 3 clusters Score -8960565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8960566.000000 Penalty: 5341.376953
	Iteration 169Q: 3 clusters Score -8960566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8960581.000000 Penalty: 5341.376953
	Iteration 170Q: 3 clusters Score -8960581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8960570.000000 Penalty: 5341.376953
	Iteration 171Q: 3 clusters Score -8960570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8960588.000000 Penalty: 5341.376953
	Iteration 172Q: 3 clusters Score -8960588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8960580.000000 Penalty: 5341.376953
	Iteration 173Q: 3 clusters Score -8960580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8960578.000000 Penalty: 5341.376953
	Iteration 174Q: 3 clusters Score -8960578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8960580.000000 Penalty: 5341.376953
	Iteration 175Q: 3 clusters Score -8960580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8960574.000000 Penalty: 5341.376953
	Iteration 176Q: 3 clusters Score -8960574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 45177 members 
Entering Unmasked Estep 
Score: -8960575.000000 Penalty: 5341.376953
	Iteration 177Q: 3 clusters Score -8960575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8960578.000000 Penalty: 5341.376953
	Iteration 178Q: 3 clusters Score -8960578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8960577.000000 Penalty: 5341.376953
	Iteration 179Q: 3 clusters Score -8960577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8960575.000000 Penalty: 5341.376953
	Iteration 180F: 3 clusters Score -8960575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8960574.000000 Penalty: 5341.376953
	Iteration 181Q: 3 clusters Score -8960574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8960571.000000 Penalty: 5341.376953
	Iteration 182Q: 3 clusters Score -8960571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8960565.000000 Penalty: 5341.376953
	Iteration 183Q: 3 clusters Score -8960565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -8960568.000000 Penalty: 5341.376953
	Iteration 184Q: 3 clusters Score -8960568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -8960566.000000 Penalty: 5341.376953
	Iteration 185Q: 3 clusters Score -8960566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -8960562.000000 Penalty: 5341.376953
	Iteration 186Q: 3 clusters Score -8960562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8960563.000000 Penalty: 5341.376953
	Iteration 187Q: 3 clusters Score -8960563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8960563.000000 Penalty: 5341.376953
	Iteration 188Q: 3 clusters Score -8960563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8960571.000000 Penalty: 5341.376953
	Iteration 189Q: 3 clusters Score -8960571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -8960555.000000 Penalty: 5341.376953
	Iteration 190Q: 3 clusters Score -8960555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8960546.000000 Penalty: 5341.376953
	Iteration 191Q: 3 clusters Score -8960546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8960550.000000 Penalty: 5341.376953
	Iteration 192Q: 3 clusters Score -8960550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8960556.000000 Penalty: 5341.376953
	Iteration 193Q: 3 clusters Score -8960556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8960555.000000 Penalty: 5341.376953
	Iteration 194Q: 3 clusters Score -8960555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8960558.000000 Penalty: 5341.376953
	Iteration 195Q: 3 clusters Score -8960558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8960575.000000 Penalty: 5341.376953
	Iteration 196Q: 3 clusters Score -8960575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8960586.000000 Penalty: 5341.376953
	Iteration 197Q: 3 clusters Score -8960586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8960579.000000 Penalty: 5341.376953
	Iteration 198Q: 3 clusters Score -8960579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8960561.000000 Penalty: 5341.376953
	Iteration 199Q: 3 clusters Score -8960561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8960564.000000 Penalty: 5341.376953
	Iteration 200F: 3 clusters Score -8960564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8960568.000000 Penalty: 5341.376953
	Iteration 201Q: 3 clusters Score -8960568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8960562.000000 Penalty: 5341.376953
	Iteration 202Q: 3 clusters Score -8960562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8960559.000000 Penalty: 5341.376953
	Iteration 203Q: 3 clusters Score -8960559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8960560.000000 Penalty: 5341.376953
	Iteration 204Q: 3 clusters Score -8960560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8960559.000000 Penalty: 5341.376953
	Iteration 205Q: 3 clusters Score -8960559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8960548.000000 Penalty: 5341.376953
	Iteration 206Q: 3 clusters Score -8960548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8960549.000000 Penalty: 5341.376953
	Iteration 207Q: 3 clusters Score -8960549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8960545.000000 Penalty: 5341.376953
	Iteration 208Q: 3 clusters Score -8960545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8960537.000000 Penalty: 5341.376953
	Iteration 209Q: 3 clusters Score -8960537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -8960543.000000 Penalty: 5341.376953
	Iteration 210Q: 3 clusters Score -8960543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8960542.000000 Penalty: 5341.376953
	Iteration 211Q: 3 clusters Score -8960542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -8960535.000000 Penalty: 5341.376953
	Iteration 212Q: 3 clusters Score -8960535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -8960533.000000 Penalty: 5341.376953
	Iteration 213Q: 3 clusters Score -8960533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8960531.000000 Penalty: 5341.376953
	Iteration 214Q: 3 clusters Score -8960531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -8960536.000000 Penalty: 5341.376953
	Iteration 215Q: 3 clusters Score -8960536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8960526.000000 Penalty: 5341.376953
	Iteration 216Q: 3 clusters Score -8960526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8960520.000000 Penalty: 5341.376953
	Iteration 217Q: 3 clusters Score -8960520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8960513.000000 Penalty: 5341.376953
	Iteration 218Q: 3 clusters Score -8960513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8960514.000000 Penalty: 5341.376953
	Iteration 219Q: 3 clusters Score -8960514 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8960511.000000 Penalty: 5341.376953
	Iteration 220F: 3 clusters Score -8960511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -8960511.000000 Penalty: 5341.376953
	Iteration 221Q: 3 clusters Score -8960511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8960489.000000 Penalty: 5341.376953
	Iteration 222Q: 3 clusters Score -8960489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8960498.000000 Penalty: 5341.376953
	Iteration 223Q: 3 clusters Score -8960498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -8960492.000000 Penalty: 5341.376953
	Iteration 224Q: 3 clusters Score -8960492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -8960486.000000 Penalty: 5341.376953
	Iteration 225Q: 3 clusters Score -8960486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -8960490.000000 Penalty: 5341.376953
	Iteration 226Q: 3 clusters Score -8960490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8960484.000000 Penalty: 5341.376953
	Iteration 227Q: 3 clusters Score -8960484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -8960479.000000 Penalty: 5341.376953
	Iteration 228Q: 3 clusters Score -8960479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -8960469.000000 Penalty: 5341.376953
	Iteration 229Q: 3 clusters Score -8960469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8960483.000000 Penalty: 5341.376953
	Iteration 230Q: 3 clusters Score -8960483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8960490.000000 Penalty: 5341.376953
	Iteration 231Q: 3 clusters Score -8960490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8960477.000000 Penalty: 5341.376953
	Iteration 232Q: 3 clusters Score -8960477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8960471.000000 Penalty: 5341.376953
	Iteration 233Q: 3 clusters Score -8960471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8960477.000000 Penalty: 5341.376953
	Iteration 234Q: 3 clusters Score -8960477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8960475.000000 Penalty: 5341.376953
	Iteration 235Q: 3 clusters Score -8960475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8960467.000000 Penalty: 5341.376953
	Iteration 236Q: 3 clusters Score -8960467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8960473.000000 Penalty: 5341.376953
	Iteration 237Q: 3 clusters Score -8960473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -8960466.000000 Penalty: 5341.376953
	Iteration 238Q: 3 clusters Score -8960466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8960474.000000 Penalty: 5341.376953
	Iteration 239Q: 3 clusters Score -8960474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -8960473.000000 Penalty: 5341.376953
	Iteration 240F: 3 clusters Score -8960473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -8960468.000000 Penalty: 5341.376953
	Iteration 241Q: 3 clusters Score -8960468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -8960462.000000 Penalty: 5341.376953
	Iteration 242Q: 3 clusters Score -8960462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8960464.000000 Penalty: 5341.376953
	Iteration 243Q: 3 clusters Score -8960464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8960470.000000 Penalty: 5341.376953
	Iteration 244Q: 3 clusters Score -8960470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8960459.000000 Penalty: 5341.376953
	Iteration 245Q: 3 clusters Score -8960459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -8960467.000000 Penalty: 5341.376953
	Iteration 246Q: 3 clusters Score -8960467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8960473.000000 Penalty: 5341.376953
	Iteration 247Q: 3 clusters Score -8960473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8960468.000000 Penalty: 5341.376953
	Iteration 248Q: 3 clusters Score -8960468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8960463.000000 Penalty: 5341.376953
	Iteration 249Q: 3 clusters Score -8960463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -8960473.000000 Penalty: 5341.376953
	Iteration 250Q: 3 clusters Score -8960473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8960468.000000 Penalty: 5341.376953
	Iteration 251Q: 3 clusters Score -8960468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8960467.000000 Penalty: 5341.376953
	Iteration 252Q: 3 clusters Score -8960467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5341.376953
	Iteration 253Q: 3 clusters Score -8960472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5341.376953
	Iteration 254Q: 3 clusters Score -8960472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8960464.000000 Penalty: 5341.376953
	Iteration 255Q: 3 clusters Score -8960464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8960471.000000 Penalty: 5341.376953
	Iteration 256Q: 3 clusters Score -8960471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8960465.000000 Penalty: 5341.376953
	Iteration 257Q: 3 clusters Score -8960465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5341.376953
	Iteration 258Q: 3 clusters Score -8960472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -8960473.000000 Penalty: 5341.376953
	Iteration 259Q: 3 clusters Score -8960473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -8960476.000000 Penalty: 5341.376953
	Iteration 260F: 3 clusters Score -8960476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8960483.000000 Penalty: 5341.376953
	Iteration 261Q: 3 clusters Score -8960483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8960478.000000 Penalty: 5341.376953
	Iteration 262Q: 3 clusters Score -8960478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8960478.000000 Penalty: 5341.376953
	Iteration 263Q: 3 clusters Score -8960478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8960472.000000 Penalty: 5341.376953
	Iteration 264Q: 3 clusters Score -8960472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -8960476.000000 Penalty: 5341.376953
	Iteration 265Q: 3 clusters Score -8960476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8960480.000000 Penalty: 5341.376953
	Iteration 266Q: 3 clusters Score -8960480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -8960476.000000 Penalty: 5341.376953
	Iteration 267Q: 3 clusters Score -8960476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -8960476.000000 Penalty: 5341.376953
	Iteration 268F: 3 clusters Score -8960476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Entering Unmasked Estep 
Score: -4897971.500000 Penalty: 2523.985840
	Iteration 0F: 2 clusters Score -4897972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4879980.500000 Penalty: 5047.971680
	Iteration 0F: 3 clusters Score -4879980 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4886477.000000 Penalty: 5047.971680
	Iteration 1F: 3 clusters Score -4886477 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4887106.500000 Penalty: 5047.971680
	Iteration 2F: 3 clusters Score -4887106 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4887716.000000 Penalty: 5047.971680
	Iteration 3F: 3 clusters Score -4887716 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -4888354.000000 Penalty: 5047.971680
	Iteration 4F: 3 clusters Score -4888354 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4889020.500000 Penalty: 5047.971680
	Iteration 5F: 3 clusters Score -4889020 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4889697.000000 Penalty: 5047.971680
	Iteration 6Q: 3 clusters Score -4889697 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -4890416.500000 Penalty: 5047.971680
	Iteration 7Q: 3 clusters Score -4890416 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4891162.000000 Penalty: 5047.971680
	Iteration 8Q: 3 clusters Score -4891162 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4891921.500000 Penalty: 5047.971680
	Iteration 9Q: 3 clusters Score -4891922 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4892591.500000 Penalty: 5047.971680
	Iteration 10Q: 3 clusters Score -4892592 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4893133.000000 Penalty: 5047.971680
	Iteration 11Q: 3 clusters Score -4893133 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4893524.500000 Penalty: 5047.971680
	Iteration 12Q: 3 clusters Score -4893524 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -4893785.000000 Penalty: 5047.971680
	Iteration 13Q: 3 clusters Score -4893785 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -4893958.500000 Penalty: 5047.971680
	Iteration 14Q: 3 clusters Score -4893958 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4894100.500000 Penalty: 5047.971680
	Iteration 15Q: 3 clusters Score -4894100 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4894226.000000 Penalty: 5047.971680
	Iteration 16Q: 3 clusters Score -4894226 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4894366.000000 Penalty: 5047.971680
	Iteration 17Q: 3 clusters Score -4894366 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -4894491.500000 Penalty: 5047.971680
	Iteration 18Q: 3 clusters Score -4894492 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -4894604.500000 Penalty: 5047.971680
	Iteration 19Q: 3 clusters Score -4894604 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4894745.500000 Penalty: 5047.971680
	Iteration 20F: 3 clusters Score -4894746 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -4894854.500000 Penalty: 5047.971680
	Iteration 21Q: 3 clusters Score -4894854 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -4894960.500000 Penalty: 5047.971680
	Iteration 22Q: 3 clusters Score -4894960 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4895078.500000 Penalty: 5047.971680
	Iteration 23Q: 3 clusters Score -4895078 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -4895141.500000 Penalty: 5047.971680
	Iteration 24Q: 3 clusters Score -4895142 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -4895237.000000 Penalty: 5047.971680
	Iteration 25Q: 3 clusters Score -4895237 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4895293.500000 Penalty: 5047.971680
	Iteration 26Q: 3 clusters Score -4895294 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4895360.500000 Penalty: 5047.971680
	Iteration 27Q: 3 clusters Score -4895360 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4895441.500000 Penalty: 5047.971680
	Iteration 28Q: 3 clusters Score -4895442 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4895492.500000 Penalty: 5047.971680
	Iteration 29Q: 3 clusters Score -4895492 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4895558.000000 Penalty: 5047.971680
	Iteration 30Q: 3 clusters Score -4895558 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -4895616.500000 Penalty: 5047.971680
	Iteration 31Q: 3 clusters Score -4895616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4895662.000000 Penalty: 5047.971680
	Iteration 32Q: 3 clusters Score -4895662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4895668.000000 Penalty: 5047.971680
	Iteration 33Q: 3 clusters Score -4895668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4895700.500000 Penalty: 5047.971680
	Iteration 34Q: 3 clusters Score -4895700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4895718.000000 Penalty: 5047.971680
	Iteration 35Q: 3 clusters Score -4895718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -4895723.500000 Penalty: 5047.971680
	Iteration 36Q: 3 clusters Score -4895724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -4895728.000000 Penalty: 5047.971680
	Iteration 37Q: 3 clusters Score -4895728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4895736.000000 Penalty: 5047.971680
	Iteration 38Q: 3 clusters Score -4895736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4895737.500000 Penalty: 5047.971680
	Iteration 39Q: 3 clusters Score -4895738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4895752.000000 Penalty: 5047.971680
	Iteration 40F: 3 clusters Score -4895752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4895763.000000 Penalty: 5047.971680
	Iteration 41Q: 3 clusters Score -4895763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4895766.000000 Penalty: 5047.971680
	Iteration 42Q: 3 clusters Score -4895766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4895776.500000 Penalty: 5047.971680
	Iteration 43Q: 3 clusters Score -4895776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -4895790.500000 Penalty: 5047.971680
	Iteration 44Q: 3 clusters Score -4895790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -4895795.000000 Penalty: 5047.971680
	Iteration 45Q: 3 clusters Score -4895795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -4895805.000000 Penalty: 5047.971680
	Iteration 46Q: 3 clusters Score -4895805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4895807.500000 Penalty: 5047.971680
	Iteration 47Q: 3 clusters Score -4895808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4895816.000000 Penalty: 5047.971680
	Iteration 48Q: 3 clusters Score -4895816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -4895825.000000 Penalty: 5047.971680
	Iteration 49Q: 3 clusters Score -4895825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4895821.500000 Penalty: 5047.971680
	Iteration 50Q: 3 clusters Score -4895822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4895826.000000 Penalty: 5047.971680
	Iteration 51Q: 3 clusters Score -4895826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -4895824.000000 Penalty: 5047.971680
	Iteration 52Q: 3 clusters Score -4895824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4895826.500000 Penalty: 5047.971680
	Iteration 53Q: 3 clusters Score -4895826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -4895830.000000 Penalty: 5047.971680
	Iteration 54Q: 3 clusters Score -4895830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4895827.000000 Penalty: 5047.971680
	Iteration 55Q: 3 clusters Score -4895827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -4895830.500000 Penalty: 5047.971680
	Iteration 56Q: 3 clusters Score -4895830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -4895834.000000 Penalty: 5047.971680
	Iteration 57Q: 3 clusters Score -4895834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -4895840.000000 Penalty: 5047.971680
	Iteration 58Q: 3 clusters Score -4895840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4895840.000000 Penalty: 5047.971680
	Iteration 59Q: 3 clusters Score -4895840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -4895848.000000 Penalty: 5047.971680
	Iteration 60F: 3 clusters Score -4895848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -4895844.000000 Penalty: 5047.971680
	Iteration 61Q: 3 clusters Score -4895844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4895844.000000 Penalty: 5047.971680
	Iteration 62Q: 3 clusters Score -4895844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4895847.500000 Penalty: 5047.971680
	Iteration 63Q: 3 clusters Score -4895848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4895850.000000 Penalty: 5047.971680
	Iteration 64Q: 3 clusters Score -4895850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -4895850.000000 Penalty: 5047.971680
	Iteration 65Q: 3 clusters Score -4895850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -4895852.500000 Penalty: 5047.971680
	Iteration 66Q: 3 clusters Score -4895852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -4895853.000000 Penalty: 5047.971680
	Iteration 67Q: 3 clusters Score -4895853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -4895852.000000 Penalty: 5047.971680
	Iteration 68Q: 3 clusters Score -4895852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -4895856.000000 Penalty: 5047.971680
	Iteration 69Q: 3 clusters Score -4895856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4895857.500000 Penalty: 5047.971680
	Iteration 70Q: 3 clusters Score -4895858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4895859.500000 Penalty: 5047.971680
	Iteration 71Q: 3 clusters Score -4895860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -4895866.000000 Penalty: 5047.971680
	Iteration 72Q: 3 clusters Score -4895866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4895867.500000 Penalty: 5047.971680
	Iteration 73Q: 3 clusters Score -4895868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4895869.000000 Penalty: 5047.971680
	Iteration 74Q: 3 clusters Score -4895869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4895869.000000 Penalty: 5047.971680
	Iteration 75F: 3 clusters Score -4895869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (40586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Entering Unmasked Estep 
Score: -7595113.000000 Penalty: 2631.572266
	Iteration 0F: 2 clusters Score -7595113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -7567926.000000 Penalty: 5263.144531
	Iteration 0F: 3 clusters Score -7567926 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -7578456.500000 Penalty: 5263.144531
	Iteration 1F: 3 clusters Score -7578456 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7579420.500000 Penalty: 5263.144531
	Iteration 2Q: 3 clusters Score -7579420 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -7580624.000000 Penalty: 5263.144531
	Iteration 3F: 3 clusters Score -7580624 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -7582209.500000 Penalty: 5263.144531
	Iteration 4F: 3 clusters Score -7582210 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7584387.500000 Penalty: 5263.144531
	Iteration 5F: 3 clusters Score -7584388 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -7587034.000000 Penalty: 5263.144531
	Iteration 6F: 3 clusters Score -7587034 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -7589657.000000 Penalty: 5263.144531
	Iteration 7F: 3 clusters Score -7589657 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -7591215.500000 Penalty: 5263.144531
	Iteration 8F: 3 clusters Score -7591216 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -7591706.500000 Penalty: 5263.144531
	Iteration 9Q: 3 clusters Score -7591706 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -7591944.000000 Penalty: 5263.144531
	Iteration 10Q: 3 clusters Score -7591944 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -7592047.000000 Penalty: 5263.144531
	Iteration 11Q: 3 clusters Score -7592047 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -7592199.500000 Penalty: 5263.144531
	Iteration 12Q: 3 clusters Score -7592200 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -7592248.500000 Penalty: 5263.144531
	Iteration 13Q: 3 clusters Score -7592248 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -7592327.500000 Penalty: 5263.144531
	Iteration 14Q: 3 clusters Score -7592328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -7592405.500000 Penalty: 5263.144531
	Iteration 15Q: 3 clusters Score -7592406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -7592489.000000 Penalty: 5263.144531
	Iteration 16Q: 3 clusters Score -7592489 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -7592561.500000 Penalty: 5263.144531
	Iteration 17Q: 3 clusters Score -7592562 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -7592627.000000 Penalty: 5263.144531
	Iteration 18Q: 3 clusters Score -7592627 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -7592676.500000 Penalty: 5263.144531
	Iteration 19Q: 3 clusters Score -7592676 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -7592679.000000 Penalty: 5263.144531
	Iteration 20F: 3 clusters Score -7592679 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -7592734.000000 Penalty: 5263.144531
	Iteration 21Q: 3 clusters Score -7592734 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -7592762.500000 Penalty: 5263.144531
	Iteration 22Q: 3 clusters Score -7592762 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -7592814.000000 Penalty: 5263.144531
	Iteration 23Q: 3 clusters Score -7592814 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -7592849.500000 Penalty: 5263.144531
	Iteration 24Q: 3 clusters Score -7592850 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -7592900.000000 Penalty: 5263.144531
	Iteration 25Q: 3 clusters Score -7592900 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7592914.000000 Penalty: 5263.144531
	Iteration 26Q: 3 clusters Score -7592914 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -7592922.000000 Penalty: 5263.144531
	Iteration 27Q: 3 clusters Score -7592922 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -7592928.500000 Penalty: 5263.144531
	Iteration 28Q: 3 clusters Score -7592928 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -7592944.000000 Penalty: 5263.144531
	Iteration 29Q: 3 clusters Score -7592944 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -7592959.500000 Penalty: 5263.144531
	Iteration 30Q: 3 clusters Score -7592960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7592981.500000 Penalty: 5263.144531
	Iteration 31Q: 3 clusters Score -7592982 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7592990.000000 Penalty: 5263.144531
	Iteration 32Q: 3 clusters Score -7592990 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -7593026.500000 Penalty: 5263.144531
	Iteration 33Q: 3 clusters Score -7593026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -7593048.000000 Penalty: 5263.144531
	Iteration 34Q: 3 clusters Score -7593048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -7593049.000000 Penalty: 5263.144531
	Iteration 35Q: 3 clusters Score -7593049 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -7593062.000000 Penalty: 5263.144531
	Iteration 36Q: 3 clusters Score -7593062 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -7593076.500000 Penalty: 5263.144531
	Iteration 37Q: 3 clusters Score -7593076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -7593085.000000 Penalty: 5263.144531
	Iteration 38Q: 3 clusters Score -7593085 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -7593099.000000 Penalty: 5263.144531
	Iteration 39Q: 3 clusters Score -7593099 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -7593103.000000 Penalty: 5263.144531
	Iteration 40F: 3 clusters Score -7593103 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -7593142.500000 Penalty: 5263.144531
	Iteration 41Q: 3 clusters Score -7593142 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -7593179.000000 Penalty: 5263.144531
	Iteration 42Q: 3 clusters Score -7593179 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -7593178.500000 Penalty: 5263.144531
	Iteration 43Q: 3 clusters Score -7593178 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7593214.000000 Penalty: 5263.144531
	Iteration 44Q: 3 clusters Score -7593214 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7593258.000000 Penalty: 5263.144531
	Iteration 45Q: 3 clusters Score -7593258 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -7593251.500000 Penalty: 5263.144531
	Iteration 46Q: 3 clusters Score -7593252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -7593255.500000 Penalty: 5263.144531
	Iteration 47Q: 3 clusters Score -7593256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -7593258.000000 Penalty: 5263.144531
	Iteration 48Q: 3 clusters Score -7593258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -7593257.000000 Penalty: 5263.144531
	Iteration 49Q: 3 clusters Score -7593257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -7593272.500000 Penalty: 5263.144531
	Iteration 50Q: 3 clusters Score -7593272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -7593272.500000 Penalty: 5263.144531
	Iteration 51Q: 3 clusters Score -7593272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -7593288.000000 Penalty: 5263.144531
	Iteration 52Q: 3 clusters Score -7593288 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -7593304.000000 Penalty: 5263.144531
	Iteration 53Q: 3 clusters Score -7593304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -7593320.500000 Penalty: 5263.144531
	Iteration 54Q: 3 clusters Score -7593320 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7593336.000000 Penalty: 5263.144531
	Iteration 55Q: 3 clusters Score -7593336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -7593332.500000 Penalty: 5263.144531
	Iteration 56Q: 3 clusters Score -7593332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7593346.500000 Penalty: 5263.144531
	Iteration 57Q: 3 clusters Score -7593346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7593385.000000 Penalty: 5263.144531
	Iteration 58Q: 3 clusters Score -7593385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -7593374.000000 Penalty: 5263.144531
	Iteration 59Q: 3 clusters Score -7593374 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -7593376.000000 Penalty: 5263.144531
	Iteration 60F: 3 clusters Score -7593376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7593399.000000 Penalty: 5263.144531
	Iteration 61Q: 3 clusters Score -7593399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7593408.500000 Penalty: 5263.144531
	Iteration 62Q: 3 clusters Score -7593408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -7593445.500000 Penalty: 5263.144531
	Iteration 63Q: 3 clusters Score -7593446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7593448.500000 Penalty: 5263.144531
	Iteration 64Q: 3 clusters Score -7593448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -7593466.000000 Penalty: 5263.144531
	Iteration 65Q: 3 clusters Score -7593466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7593467.500000 Penalty: 5263.144531
	Iteration 66Q: 3 clusters Score -7593468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -7593499.000000 Penalty: 5263.144531
	Iteration 67Q: 3 clusters Score -7593499 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -7593502.000000 Penalty: 5263.144531
	Iteration 68Q: 3 clusters Score -7593502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7593522.000000 Penalty: 5263.144531
	Iteration 69Q: 3 clusters Score -7593522 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -7593529.500000 Penalty: 5263.144531
	Iteration 70Q: 3 clusters Score -7593530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7593544.000000 Penalty: 5263.144531
	Iteration 71Q: 3 clusters Score -7593544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7593556.000000 Penalty: 5263.144531
	Iteration 72Q: 3 clusters Score -7593556 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -7593557.000000 Penalty: 5263.144531
	Iteration 73Q: 3 clusters Score -7593557 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -7593552.000000 Penalty: 5263.144531
	Iteration 74Q: 3 clusters Score -7593552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7593541.000000 Penalty: 5263.144531
	Iteration 75Q: 3 clusters Score -7593541 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -7593533.000000 Penalty: 5263.144531
	Iteration 76Q: 3 clusters Score -7593533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -7593531.500000 Penalty: 5263.144531
	Iteration 77Q: 3 clusters Score -7593532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -7593534.500000 Penalty: 5263.144531
	Iteration 78Q: 3 clusters Score -7593534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -7593537.000000 Penalty: 5263.144531
	Iteration 79Q: 3 clusters Score -7593537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7593537.000000 Penalty: 5263.144531
	Iteration 80F: 3 clusters Score -7593537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -7593533.500000 Penalty: 5263.144531
	Iteration 81Q: 3 clusters Score -7593534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7593547.500000 Penalty: 5263.144531
	Iteration 82Q: 3 clusters Score -7593548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -7593546.000000 Penalty: 5263.144531
	Iteration 83Q: 3 clusters Score -7593546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7593555.000000 Penalty: 5263.144531
	Iteration 84Q: 3 clusters Score -7593555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -7593564.000000 Penalty: 5263.144531
	Iteration 85Q: 3 clusters Score -7593564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7593560.000000 Penalty: 5263.144531
	Iteration 86Q: 3 clusters Score -7593560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7593567.000000 Penalty: 5263.144531
	Iteration 87Q: 3 clusters Score -7593567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -7593575.000000 Penalty: 5263.144531
	Iteration 88Q: 3 clusters Score -7593575 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7593580.000000 Penalty: 5263.144531
	Iteration 89Q: 3 clusters Score -7593580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7593579.500000 Penalty: 5263.144531
	Iteration 90Q: 3 clusters Score -7593580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7593575.500000 Penalty: 5263.144531
	Iteration 91Q: 3 clusters Score -7593576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -7593581.000000 Penalty: 5263.144531
	Iteration 92Q: 3 clusters Score -7593581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7593579.500000 Penalty: 5263.144531
	Iteration 93Q: 3 clusters Score -7593580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -7593587.000000 Penalty: 5263.144531
	Iteration 94Q: 3 clusters Score -7593587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -7593578.000000 Penalty: 5263.144531
	Iteration 95Q: 3 clusters Score -7593578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -7593580.000000 Penalty: 5263.144531
	Iteration 96Q: 3 clusters Score -7593580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7593582.000000 Penalty: 5263.144531
	Iteration 97Q: 3 clusters Score -7593582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7593571.500000 Penalty: 5263.144531
	Iteration 98Q: 3 clusters Score -7593572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7593575.500000 Penalty: 5263.144531
	Iteration 99Q: 3 clusters Score -7593576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7593575.000000 Penalty: 5263.144531
	Iteration 100F: 3 clusters Score -7593575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7593582.000000 Penalty: 5263.144531
	Iteration 101Q: 3 clusters Score -7593582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7593580.500000 Penalty: 5263.144531
	Iteration 102Q: 3 clusters Score -7593580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7593583.000000 Penalty: 5263.144531
	Iteration 103Q: 3 clusters Score -7593583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -7593590.500000 Penalty: 5263.144531
	Iteration 104Q: 3 clusters Score -7593590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -7593584.000000 Penalty: 5263.144531
	Iteration 105Q: 3 clusters Score -7593584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7593579.500000 Penalty: 5263.144531
	Iteration 106Q: 3 clusters Score -7593580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7593591.000000 Penalty: 5263.144531
	Iteration 107Q: 3 clusters Score -7593591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -7593589.000000 Penalty: 5263.144531
	Iteration 108Q: 3 clusters Score -7593589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7593586.500000 Penalty: 5263.144531
	Iteration 109Q: 3 clusters Score -7593586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7593591.500000 Penalty: 5263.144531
	Iteration 110Q: 3 clusters Score -7593592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7593587.000000 Penalty: 5263.144531
	Iteration 111Q: 3 clusters Score -7593587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7593587.000000 Penalty: 5263.144531
	Iteration 112Q: 3 clusters Score -7593587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7593599.500000 Penalty: 5263.144531
	Iteration 113Q: 3 clusters Score -7593600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -7593598.500000 Penalty: 5263.144531
	Iteration 114Q: 3 clusters Score -7593598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7593592.500000 Penalty: 5263.144531
	Iteration 115Q: 3 clusters Score -7593592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7593592.500000 Penalty: 5263.144531
	Iteration 116F: 3 clusters Score -7593592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -98878.460938 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -98878.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97282.828125 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -97282.83 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97472.812500 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -97472.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97511.242188 Penalty: 3140.425049
	Iteration 2Q: 3 clusters Score -97511.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97518.226562 Penalty: 3140.425049
	Iteration 3Q: 3 clusters Score -97518.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97532.125000 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -97532.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97540.476562 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -97540.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97548.281250 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -97548.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97549.617188 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -97549.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97550.710938 Penalty: 3140.425049
	Iteration 8Q: 3 clusters Score -97550.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97550.710938 Penalty: 3140.425049
	Iteration 9F: 3 clusters Score -97550.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Entering Unmasked Estep 
Score: -9126093.000000 Penalty: 2675.694824
	Iteration 0F: 2 clusters Score -9126093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9095244.000000 Penalty: 5351.389648
	Iteration 0F: 3 clusters Score -9095244 nChanged 22457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -9107430.000000 Penalty: 5351.389648
	Iteration 1F: 3 clusters Score -9107430 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -9107898.000000 Penalty: 5351.389648
	Iteration 2Q: 3 clusters Score -9107898 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -9108407.000000 Penalty: 5351.389648
	Iteration 3Q: 3 clusters Score -9108407 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -9108868.000000 Penalty: 5351.389648
	Iteration 4Q: 3 clusters Score -9108868 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -9109408.000000 Penalty: 5351.389648
	Iteration 5Q: 3 clusters Score -9109408 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -9110096.000000 Penalty: 5351.389648
	Iteration 6Q: 3 clusters Score -9110096 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -9111280.000000 Penalty: 5351.389648
	Iteration 7F: 3 clusters Score -9111280 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9113222.000000 Penalty: 5351.389648
	Iteration 8F: 3 clusters Score -9113222 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -9116063.000000 Penalty: 5351.389648
	Iteration 9F: 3 clusters Score -9116063 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -9119171.000000 Penalty: 5351.389648
	Iteration 10F: 3 clusters Score -9119171 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -9121721.000000 Penalty: 5351.389648
	Iteration 11F: 3 clusters Score -9121721 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9122986.000000 Penalty: 5351.389648
	Iteration 12Q: 3 clusters Score -9122986 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -9123492.000000 Penalty: 5351.389648
	Iteration 13Q: 3 clusters Score -9123492 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -9123632.000000 Penalty: 5351.389648
	Iteration 14Q: 3 clusters Score -9123632 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9123734.000000 Penalty: 5351.389648
	Iteration 15Q: 3 clusters Score -9123734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -9123796.000000 Penalty: 5351.389648
	Iteration 16Q: 3 clusters Score -9123796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -9123812.000000 Penalty: 5351.389648
	Iteration 17Q: 3 clusters Score -9123812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -9123841.000000 Penalty: 5351.389648
	Iteration 18Q: 3 clusters Score -9123841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -9123878.000000 Penalty: 5351.389648
	Iteration 19Q: 3 clusters Score -9123878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9123881.000000 Penalty: 5351.389648
	Iteration 20F: 3 clusters Score -9123881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9123885.000000 Penalty: 5351.389648
	Iteration 21Q: 3 clusters Score -9123885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -9123882.000000 Penalty: 5351.389648
	Iteration 22Q: 3 clusters Score -9123882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48211 members 
Entering Unmasked Estep 
Score: -9123900.000000 Penalty: 5351.389648
	Iteration 23Q: 3 clusters Score -9123900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9123907.000000 Penalty: 5351.389648
	Iteration 24Q: 3 clusters Score -9123907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9123924.000000 Penalty: 5351.389648
	Iteration 25Q: 3 clusters Score -9123924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9123923.000000 Penalty: 5351.389648
	Iteration 26Q: 3 clusters Score -9123923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -9123924.000000 Penalty: 5351.389648
	Iteration 27Q: 3 clusters Score -9123924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -9123922.000000 Penalty: 5351.389648
	Iteration 28Q: 3 clusters Score -9123922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9123924.000000 Penalty: 5351.389648
	Iteration 29Q: 3 clusters Score -9123924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -9123924.000000 Penalty: 5351.389648
	Iteration 30Q: 3 clusters Score -9123924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -9123939.000000 Penalty: 5351.389648
	Iteration 31Q: 3 clusters Score -9123939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9123946.000000 Penalty: 5351.389648
	Iteration 32Q: 3 clusters Score -9123946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9123944.000000 Penalty: 5351.389648
	Iteration 33Q: 3 clusters Score -9123944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 48230 members 
Entering Unmasked Estep 
Score: -9123948.000000 Penalty: 5351.389648
	Iteration 34Q: 3 clusters Score -9123948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9123953.000000 Penalty: 5351.389648
	Iteration 35Q: 3 clusters Score -9123953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -9123948.000000 Penalty: 5351.389648
	Iteration 36Q: 3 clusters Score -9123948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -9123958.000000 Penalty: 5351.389648
	Iteration 37Q: 3 clusters Score -9123958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9123964.000000 Penalty: 5351.389648
	Iteration 38Q: 3 clusters Score -9123964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9123956.000000 Penalty: 5351.389648
	Iteration 39Q: 3 clusters Score -9123956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 48238 members 
Entering Unmasked Estep 
Score: -9123956.000000 Penalty: 5351.389648
	Iteration 40F: 3 clusters Score -9123956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9123958.000000 Penalty: 5351.389648
	Iteration 41Q: 3 clusters Score -9123958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9123958.000000 Penalty: 5351.389648
	Iteration 42F: 3 clusters Score -9123958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Entering Unmasked Estep 
Score: -4992495.000000 Penalty: 2527.664062
	Iteration 0F: 2 clusters Score -4992495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -4974086.500000 Penalty: 5055.328125
	Iteration 0F: 3 clusters Score -4974086 nChanged 11985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4980663.500000 Penalty: 5055.328125
	Iteration 1F: 3 clusters Score -4980664 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4981040.500000 Penalty: 5055.328125
	Iteration 2Q: 3 clusters Score -4981040 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4981417.000000 Penalty: 5055.328125
	Iteration 3Q: 3 clusters Score -4981417 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4981737.500000 Penalty: 5055.328125
	Iteration 4Q: 3 clusters Score -4981738 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4982093.000000 Penalty: 5055.328125
	Iteration 5Q: 3 clusters Score -4982093 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -4982474.000000 Penalty: 5055.328125
	Iteration 6Q: 3 clusters Score -4982474 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -4982953.500000 Penalty: 5055.328125
	Iteration 7Q: 3 clusters Score -4982954 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -4983506.000000 Penalty: 5055.328125
	Iteration 8Q: 3 clusters Score -4983506 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -4984087.500000 Penalty: 5055.328125
	Iteration 9Q: 3 clusters Score -4984088 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4984813.500000 Penalty: 5055.328125
	Iteration 10Q: 3 clusters Score -4984814 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -4985605.000000 Penalty: 5055.328125
	Iteration 11Q: 3 clusters Score -4985605 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4986522.000000 Penalty: 5055.328125
	Iteration 12Q: 3 clusters Score -4986522 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -4987451.500000 Penalty: 5055.328125
	Iteration 13Q: 3 clusters Score -4987452 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -4988191.000000 Penalty: 5055.328125
	Iteration 14Q: 3 clusters Score -4988191 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4988774.500000 Penalty: 5055.328125
	Iteration 15Q: 3 clusters Score -4988774 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4989222.500000 Penalty: 5055.328125
	Iteration 16Q: 3 clusters Score -4989222 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4989535.500000 Penalty: 5055.328125
	Iteration 17Q: 3 clusters Score -4989536 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4989775.500000 Penalty: 5055.328125
	Iteration 18Q: 3 clusters Score -4989776 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4989926.500000 Penalty: 5055.328125
	Iteration 19Q: 3 clusters Score -4989926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4990034.500000 Penalty: 5055.328125
	Iteration 20F: 3 clusters Score -4990034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4990074.000000 Penalty: 5055.328125
	Iteration 21Q: 3 clusters Score -4990074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4990108.500000 Penalty: 5055.328125
	Iteration 22Q: 3 clusters Score -4990108 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4990144.500000 Penalty: 5055.328125
	Iteration 23Q: 3 clusters Score -4990144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4990167.000000 Penalty: 5055.328125
	Iteration 24Q: 3 clusters Score -4990167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4990188.000000 Penalty: 5055.328125
	Iteration 25Q: 3 clusters Score -4990188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4990195.000000 Penalty: 5055.328125
	Iteration 26Q: 3 clusters Score -4990195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4990216.500000 Penalty: 5055.328125
	Iteration 27Q: 3 clusters Score -4990216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4990234.500000 Penalty: 5055.328125
	Iteration 28Q: 3 clusters Score -4990234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4990235.500000 Penalty: 5055.328125
	Iteration 29Q: 3 clusters Score -4990236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4990236.500000 Penalty: 5055.328125
	Iteration 30Q: 3 clusters Score -4990236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4990246.000000 Penalty: 5055.328125
	Iteration 31Q: 3 clusters Score -4990246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4990254.000000 Penalty: 5055.328125
	Iteration 32Q: 3 clusters Score -4990254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4990259.000000 Penalty: 5055.328125
	Iteration 33Q: 3 clusters Score -4990259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4990266.500000 Penalty: 5055.328125
	Iteration 34Q: 3 clusters Score -4990266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4990272.000000 Penalty: 5055.328125
	Iteration 35Q: 3 clusters Score -4990272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4990275.000000 Penalty: 5055.328125
	Iteration 36Q: 3 clusters Score -4990275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4990280.000000 Penalty: 5055.328125
	Iteration 37Q: 3 clusters Score -4990280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4990287.000000 Penalty: 5055.328125
	Iteration 38Q: 3 clusters Score -4990287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4990293.000000 Penalty: 5055.328125
	Iteration 39Q: 3 clusters Score -4990293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4990291.000000 Penalty: 5055.328125
	Iteration 40F: 3 clusters Score -4990291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4990289.000000 Penalty: 5055.328125
	Iteration 41Q: 3 clusters Score -4990289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4990296.000000 Penalty: 5055.328125
	Iteration 42Q: 3 clusters Score -4990296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4990297.500000 Penalty: 5055.328125
	Iteration 43Q: 3 clusters Score -4990298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4990297.500000 Penalty: 5055.328125
	Iteration 44Q: 3 clusters Score -4990298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4990297.500000 Penalty: 5055.328125
	Iteration 45F: 3 clusters Score -4990298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Entering Unmasked Estep 
Score: -124978.437500 Penalty: 1677.729614
	Iteration 0F: 2 clusters Score -124978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -123325.312500 Penalty: 3355.459229
	Iteration 0F: 3 clusters Score -123325.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -123905.156250 Penalty: 3355.459229
	Iteration 1F: 3 clusters Score -123905.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -124179.398438 Penalty: 3355.459229
	Iteration 2F: 3 clusters Score -124179.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -124308.265625 Penalty: 3355.459229
	Iteration 3F: 3 clusters Score -124308.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -124414.289062 Penalty: 3355.459229
	Iteration 4Q: 3 clusters Score -124414.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -124511.187500 Penalty: 3355.459229
	Iteration 5Q: 3 clusters Score -124511.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124570.109375 Penalty: 3355.459229
	Iteration 6Q: 3 clusters Score -124570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -124615.632812 Penalty: 3355.459229
	Iteration 7Q: 3 clusters Score -124615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124636.382812 Penalty: 3355.459229
	Iteration 8Q: 3 clusters Score -124636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124652.312500 Penalty: 3355.459229
	Iteration 9Q: 3 clusters Score -124652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -124659.218750 Penalty: 3355.459229
	Iteration 10Q: 3 clusters Score -124659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124674.726562 Penalty: 3355.459229
	Iteration 11Q: 3 clusters Score -124674.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124685.242188 Penalty: 3355.459229
	Iteration 12Q: 3 clusters Score -124685.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124708.968750 Penalty: 3355.459229
	Iteration 13Q: 3 clusters Score -124709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124718.906250 Penalty: 3355.459229
	Iteration 14Q: 3 clusters Score -124718.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124722.515625 Penalty: 3355.459229
	Iteration 15Q: 3 clusters Score -124722.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -124725.421875 Penalty: 3355.459229
	Iteration 16F: 3 clusters Score -124725.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -124735.171875 Penalty: 3355.459229
	Iteration 17Q: 3 clusters Score -124735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -124781.781250 Penalty: 3355.459229
	Iteration 18Q: 3 clusters Score -124781.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -124813.335938 Penalty: 3355.459229
	Iteration 19Q: 3 clusters Score -124813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -124858.304688 Penalty: 3355.459229
	Iteration 20F: 3 clusters Score -124858.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -124900.429688 Penalty: 3355.459229
	Iteration 21Q: 3 clusters Score -124900.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -124917.500000 Penalty: 3355.459229
	Iteration 22Q: 3 clusters Score -124917.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124936.093750 Penalty: 3355.459229
	Iteration 23Q: 3 clusters Score -124936.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124941.898438 Penalty: 3355.459229
	Iteration 24Q: 3 clusters Score -124941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -124944.148438 Penalty: 3355.459229
	Iteration 25Q: 3 clusters Score -124944.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -124944.578125 Penalty: 3355.459229
	Iteration 26Q: 3 clusters Score -124944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124945.085938 Penalty: 3355.459229
	Iteration 27Q: 3 clusters Score -124945.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -124945.085938 Penalty: 3355.459229
	Iteration 28F: 3 clusters Score -124945.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (46412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Entering Unmasked Estep 
Score: -8682895.000000 Penalty: 2664.837891
	Iteration 0F: 2 clusters Score -8682895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8652845.000000 Penalty: 5329.675781
	Iteration 0F: 3 clusters Score -8652845 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -8664586.000000 Penalty: 5329.675781
	Iteration 1F: 3 clusters Score -8664586 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8665210.000000 Penalty: 5329.675781
	Iteration 2Q: 3 clusters Score -8665210 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -8665930.000000 Penalty: 5329.675781
	Iteration 3Q: 3 clusters Score -8665930 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -8666798.000000 Penalty: 5329.675781
	Iteration 4Q: 3 clusters Score -8666798 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8668076.000000 Penalty: 5329.675781
	Iteration 5F: 3 clusters Score -8668076 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -8669929.000000 Penalty: 5329.675781
	Iteration 6F: 3 clusters Score -8669929 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -8672605.000000 Penalty: 5329.675781
	Iteration 7F: 3 clusters Score -8672605 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8675743.000000 Penalty: 5329.675781
	Iteration 8F: 3 clusters Score -8675743 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8678175.000000 Penalty: 5329.675781
	Iteration 9F: 3 clusters Score -8678175 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8679465.000000 Penalty: 5329.675781
	Iteration 10Q: 3 clusters Score -8679465 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8680039.000000 Penalty: 5329.675781
	Iteration 11Q: 3 clusters Score -8680039 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8680303.000000 Penalty: 5329.675781
	Iteration 12Q: 3 clusters Score -8680303 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8680407.000000 Penalty: 5329.675781
	Iteration 13Q: 3 clusters Score -8680407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8680452.000000 Penalty: 5329.675781
	Iteration 14Q: 3 clusters Score -8680452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8680491.000000 Penalty: 5329.675781
	Iteration 15Q: 3 clusters Score -8680491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8680516.000000 Penalty: 5329.675781
	Iteration 16Q: 3 clusters Score -8680516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8680561.000000 Penalty: 5329.675781
	Iteration 17Q: 3 clusters Score -8680561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8680564.000000 Penalty: 5329.675781
	Iteration 18Q: 3 clusters Score -8680564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8680583.000000 Penalty: 5329.675781
	Iteration 19Q: 3 clusters Score -8680583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8680590.000000 Penalty: 5329.675781
	Iteration 20F: 3 clusters Score -8680590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8680595.000000 Penalty: 5329.675781
	Iteration 21Q: 3 clusters Score -8680595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8680596.000000 Penalty: 5329.675781
	Iteration 22Q: 3 clusters Score -8680596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8680602.000000 Penalty: 5329.675781
	Iteration 23Q: 3 clusters Score -8680602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46167 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8680603.000000 Penalty: 5329.675781
	Iteration 24Q: 3 clusters Score -8680603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8680599.000000 Penalty: 5329.675781
	Iteration 25Q: 3 clusters Score -8680599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8680599.000000 Penalty: 5329.675781
	Iteration 26F: 3 clusters Score -8680599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -374361.875000 Penalty: 1903.074585
	Iteration 0F: 2 clusters Score -374361.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -371652.625000 Penalty: 3806.149170
	Iteration 0F: 3 clusters Score -371652.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -372199.437500 Penalty: 3806.149170
	Iteration 1F: 3 clusters Score -372199.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372400.531250 Penalty: 3806.149170
	Iteration 2F: 3 clusters Score -372400.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -372500.031250 Penalty: 3806.149170
	Iteration 3Q: 3 clusters Score -372500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -372555.343750 Penalty: 3806.149170
	Iteration 4Q: 3 clusters Score -372555.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -372602.281250 Penalty: 3806.149170
	Iteration 5Q: 3 clusters Score -372602.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -372644.656250 Penalty: 3806.149170
	Iteration 6Q: 3 clusters Score -372644.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -372678.406250 Penalty: 3806.149170
	Iteration 7Q: 3 clusters Score -372678.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -372711.281250 Penalty: 3806.149170
	Iteration 8Q: 3 clusters Score -372711.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -372740.500000 Penalty: 3806.149170
	Iteration 9Q: 3 clusters Score -372740.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -372772.812500 Penalty: 3806.149170
	Iteration 10Q: 3 clusters Score -372772.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -372806.968750 Penalty: 3806.149170
	Iteration 11Q: 3 clusters Score -372807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -372828.593750 Penalty: 3806.149170
	Iteration 12Q: 3 clusters Score -372828.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -372853.500000 Penalty: 3806.149170
	Iteration 13Q: 3 clusters Score -372853.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -372882.625000 Penalty: 3806.149170
	Iteration 14Q: 3 clusters Score -372882.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -372903.843750 Penalty: 3806.149170
	Iteration 15Q: 3 clusters Score -372903.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -372917.843750 Penalty: 3806.149170
	Iteration 16Q: 3 clusters Score -372917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -372926.406250 Penalty: 3806.149170
	Iteration 17Q: 3 clusters Score -372926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -372939.125000 Penalty: 3806.149170
	Iteration 18Q: 3 clusters Score -372939.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -372955.375000 Penalty: 3806.149170
	Iteration 19Q: 3 clusters Score -372955.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -372973.781250 Penalty: 3806.149170
	Iteration 20F: 3 clusters Score -372973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -372990.500000 Penalty: 3806.149170
	Iteration 21Q: 3 clusters Score -372990.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -373008.812500 Penalty: 3806.149170
	Iteration 22Q: 3 clusters Score -373008.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -373027.875000 Penalty: 3806.149170
	Iteration 23Q: 3 clusters Score -373027.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -373046.718750 Penalty: 3806.149170
	Iteration 24Q: 3 clusters Score -373046.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -373061.562500 Penalty: 3806.149170
	Iteration 25Q: 3 clusters Score -373061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -373064.000000 Penalty: 3806.149170
	Iteration 26Q: 3 clusters Score -373064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -373069.187500 Penalty: 3806.149170
	Iteration 27Q: 3 clusters Score -373069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -373071.812500 Penalty: 3806.149170
	Iteration 28Q: 3 clusters Score -373071.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -373073.750000 Penalty: 3806.149170
	Iteration 29Q: 3 clusters Score -373073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -373073.750000 Penalty: 3806.149170
	Iteration 30F: 3 clusters Score -373073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Entering Unmasked Estep 
Score: -9406205.000000 Penalty: 2683.146240
	Iteration 0F: 2 clusters Score -9406205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -9375266.000000 Penalty: 5366.292480
	Iteration 0F: 3 clusters Score -9375266 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9387782.000000 Penalty: 5366.292480
	Iteration 1F: 3 clusters Score -9387782 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -9388278.000000 Penalty: 5366.292480
	Iteration 2Q: 3 clusters Score -9388278 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -9388650.000000 Penalty: 5366.292480
	Iteration 3Q: 3 clusters Score -9388650 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -9389073.000000 Penalty: 5366.292480
	Iteration 4Q: 3 clusters Score -9389073 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -9389495.000000 Penalty: 5366.292480
	Iteration 5Q: 3 clusters Score -9389495 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -9389926.000000 Penalty: 5366.292480
	Iteration 6Q: 3 clusters Score -9389926 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -9390430.000000 Penalty: 5366.292480
	Iteration 7Q: 3 clusters Score -9390430 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -9391024.000000 Penalty: 5366.292480
	Iteration 8Q: 3 clusters Score -9391024 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -9391712.000000 Penalty: 5366.292480
	Iteration 9Q: 3 clusters Score -9391712 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -9392524.000000 Penalty: 5366.292480
	Iteration 10Q: 3 clusters Score -9392524 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -9393618.000000 Penalty: 5366.292480
	Iteration 11Q: 3 clusters Score -9393618 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -9394914.000000 Penalty: 5366.292480
	Iteration 12Q: 3 clusters Score -9394914 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -9396321.000000 Penalty: 5366.292480
	Iteration 13Q: 3 clusters Score -9396321 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -9397561.000000 Penalty: 5366.292480
	Iteration 14Q: 3 clusters Score -9397561 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -9398623.000000 Penalty: 5366.292480
	Iteration 15Q: 3 clusters Score -9398623 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -9399440.000000 Penalty: 5366.292480
	Iteration 16Q: 3 clusters Score -9399440 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -9400127.000000 Penalty: 5366.292480
	Iteration 17Q: 3 clusters Score -9400127 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -9400687.000000 Penalty: 5366.292480
	Iteration 18Q: 3 clusters Score -9400687 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -9401126.000000 Penalty: 5366.292480
	Iteration 19Q: 3 clusters Score -9401126 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -9401525.000000 Penalty: 5366.292480
	Iteration 20F: 3 clusters Score -9401525 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -9401803.000000 Penalty: 5366.292480
	Iteration 21Q: 3 clusters Score -9401803 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -9402067.000000 Penalty: 5366.292480
	Iteration 22Q: 3 clusters Score -9402067 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -9402298.000000 Penalty: 5366.292480
	Iteration 23Q: 3 clusters Score -9402298 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -9402591.000000 Penalty: 5366.292480
	Iteration 24Q: 3 clusters Score -9402591 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9402864.000000 Penalty: 5366.292480
	Iteration 25Q: 3 clusters Score -9402864 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -9403019.000000 Penalty: 5366.292480
	Iteration 26Q: 3 clusters Score -9403019 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -9403110.000000 Penalty: 5366.292480
	Iteration 27Q: 3 clusters Score -9403110 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9403219.000000 Penalty: 5366.292480
	Iteration 28Q: 3 clusters Score -9403219 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -9403322.000000 Penalty: 5366.292480
	Iteration 29Q: 3 clusters Score -9403322 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9403416.000000 Penalty: 5366.292480
	Iteration 30Q: 3 clusters Score -9403416 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9403532.000000 Penalty: 5366.292480
	Iteration 31Q: 3 clusters Score -9403532 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9403614.000000 Penalty: 5366.292480
	Iteration 32Q: 3 clusters Score -9403614 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9403740.000000 Penalty: 5366.292480
	Iteration 33Q: 3 clusters Score -9403740 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9403814.000000 Penalty: 5366.292480
	Iteration 34Q: 3 clusters Score -9403814 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9403853.000000 Penalty: 5366.292480
	Iteration 35Q: 3 clusters Score -9403853 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9403899.000000 Penalty: 5366.292480
	Iteration 36Q: 3 clusters Score -9403899 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9403949.000000 Penalty: 5366.292480
	Iteration 37Q: 3 clusters Score -9403949 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9403968.000000 Penalty: 5366.292480
	Iteration 38Q: 3 clusters Score -9403968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9403986.000000 Penalty: 5366.292480
	Iteration 39Q: 3 clusters Score -9403986 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9404003.000000 Penalty: 5366.292480
	Iteration 40F: 3 clusters Score -9404003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9404003.000000 Penalty: 5366.292480
	Iteration 41Q: 3 clusters Score -9404003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9404015.000000 Penalty: 5366.292480
	Iteration 42Q: 3 clusters Score -9404015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9404024.000000 Penalty: 5366.292480
	Iteration 43Q: 3 clusters Score -9404024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9404032.000000 Penalty: 5366.292480
	Iteration 44Q: 3 clusters Score -9404032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9404028.000000 Penalty: 5366.292480
	Iteration 45Q: 3 clusters Score -9404028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9404044.000000 Penalty: 5366.292480
	Iteration 46Q: 3 clusters Score -9404044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9404054.000000 Penalty: 5366.292480
	Iteration 47Q: 3 clusters Score -9404054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9404056.000000 Penalty: 5366.292480
	Iteration 48Q: 3 clusters Score -9404056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9404057.000000 Penalty: 5366.292480
	Iteration 49Q: 3 clusters Score -9404057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9404063.000000 Penalty: 5366.292480
	Iteration 50Q: 3 clusters Score -9404063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9404067.000000 Penalty: 5366.292480
	Iteration 51Q: 3 clusters Score -9404067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9404061.000000 Penalty: 5366.292480
	Iteration 52Q: 3 clusters Score -9404061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9404060.000000 Penalty: 5366.292480
	Iteration 53Q: 3 clusters Score -9404060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9404060.000000 Penalty: 5366.292480
	Iteration 54Q: 3 clusters Score -9404060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -9404056.000000 Penalty: 5366.292480
	Iteration 55Q: 3 clusters Score -9404056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9404065.000000 Penalty: 5366.292480
	Iteration 56Q: 3 clusters Score -9404065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9404068.000000 Penalty: 5366.292480
	Iteration 57Q: 3 clusters Score -9404068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9404069.000000 Penalty: 5366.292480
	Iteration 58Q: 3 clusters Score -9404069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9404069.000000 Penalty: 5366.292480
	Iteration 59Q: 3 clusters Score -9404069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9404062.000000 Penalty: 5366.292480
	Iteration 60F: 3 clusters Score -9404062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9404062.000000 Penalty: 5366.292480
	Iteration 61Q: 3 clusters Score -9404062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9404067.000000 Penalty: 5366.292480
	Iteration 62Q: 3 clusters Score -9404067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9404057.000000 Penalty: 5366.292480
	Iteration 63Q: 3 clusters Score -9404057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9404058.000000 Penalty: 5366.292480
	Iteration 64Q: 3 clusters Score -9404058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9404062.000000 Penalty: 5366.292480
	Iteration 65Q: 3 clusters Score -9404062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9404061.000000 Penalty: 5366.292480
	Iteration 66Q: 3 clusters Score -9404061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9404066.000000 Penalty: 5366.292480
	Iteration 67Q: 3 clusters Score -9404066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9404064.000000 Penalty: 5366.292480
	Iteration 68Q: 3 clusters Score -9404064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9404071.000000 Penalty: 5366.292480
	Iteration 69Q: 3 clusters Score -9404071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9404068.000000 Penalty: 5366.292480
	Iteration 70Q: 3 clusters Score -9404068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9404063.000000 Penalty: 5366.292480
	Iteration 71Q: 3 clusters Score -9404063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9404061.000000 Penalty: 5366.292480
	Iteration 72Q: 3 clusters Score -9404061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9404062.000000 Penalty: 5366.292480
	Iteration 73Q: 3 clusters Score -9404062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9404060.000000 Penalty: 5366.292480
	Iteration 74Q: 3 clusters Score -9404060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9404060.000000 Penalty: 5366.292480
	Iteration 75F: 3 clusters Score -9404060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -530936.437500 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -530936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -527809.437500 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -527809.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -528425.125000 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -528425.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -528581.312500 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -528581.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -528690.000000 Penalty: 3943.099365
	Iteration 3Q: 3 clusters Score -528690 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -528780.812500 Penalty: 3943.099365
	Iteration 4Q: 3 clusters Score -528780.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -528855.625000 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -528855.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -528909.312500 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -528909.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -528964.562500 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -528964.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -529012.937500 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -529012.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -529050.062500 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -529050.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -529076.375000 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -529076.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -529098.687500 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -529098.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -529111.375000 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -529111.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -529123.375000 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -529123.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -529134.875000 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -529134.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -529148.187500 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -529148.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -529157.125000 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -529157.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -529170.875000 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -529170.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -529190.312500 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -529190.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -529202.062500 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -529202.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -529215.312500 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -529215.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -529224.875000 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -529224.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -529231.750000 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -529231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -529237.125000 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -529237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -529242.187500 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -529242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -529243.687500 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -529243.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -529246.687500 Penalty: 3943.099365
	Iteration 26Q: 3 clusters Score -529246.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -529246.687500 Penalty: 3943.099365
	Iteration 27F: 3 clusters Score -529246.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -323670.125000 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -323670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -321193.250000 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -321193.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -321629.593750 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -321629.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -321757.750000 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -321757.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321804.250000 Penalty: 3714.748535
	Iteration 3Q: 3 clusters Score -321804.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321829.093750 Penalty: 3714.748535
	Iteration 4Q: 3 clusters Score -321829.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -321846.312500 Penalty: 3714.748535
	Iteration 5Q: 3 clusters Score -321846.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -321862.000000 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -321862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -321877.781250 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -321877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -321885.750000 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -321885.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321891.031250 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -321891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -321895.500000 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -321895.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321898.593750 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -321898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321899.718750 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -321899.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321903.781250 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -321903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -321906.031250 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -321906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321908.375000 Penalty: 3714.748535
	Iteration 15Q: 3 clusters Score -321908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321910.406250 Penalty: 3714.748535
	Iteration 16Q: 3 clusters Score -321910.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321912.531250 Penalty: 3714.748535
	Iteration 17Q: 3 clusters Score -321912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -321912.531250 Penalty: 3714.748535
	Iteration 18F: 3 clusters Score -321912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (42080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Entering Unmasked Estep 
Score: -7887370.000000 Penalty: 2640.537109
	Iteration 0F: 2 clusters Score -7887370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -7859238.000000 Penalty: 5281.074219
	Iteration 0F: 3 clusters Score -7859238 nChanged 19286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7869679.000000 Penalty: 5281.074219
	Iteration 1F: 3 clusters Score -7869679 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -7870165.000000 Penalty: 5281.074219
	Iteration 2Q: 3 clusters Score -7870165 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -7870533.000000 Penalty: 5281.074219
	Iteration 3Q: 3 clusters Score -7870533 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -7870920.500000 Penalty: 5281.074219
	Iteration 4Q: 3 clusters Score -7870920 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -7871330.500000 Penalty: 5281.074219
	Iteration 5Q: 3 clusters Score -7871330 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -7871798.500000 Penalty: 5281.074219
	Iteration 6Q: 3 clusters Score -7871798 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -7872323.500000 Penalty: 5281.074219
	Iteration 7Q: 3 clusters Score -7872324 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -7873143.000000 Penalty: 5281.074219
	Iteration 8Q: 3 clusters Score -7873143 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -7874406.000000 Penalty: 5281.074219
	Iteration 9F: 3 clusters Score -7874406 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -7876110.500000 Penalty: 5281.074219
	Iteration 10F: 3 clusters Score -7876110 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -7878219.000000 Penalty: 5281.074219
	Iteration 11F: 3 clusters Score -7878219 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -7880242.000000 Penalty: 5281.074219
	Iteration 12F: 3 clusters Score -7880242 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7881781.000000 Penalty: 5281.074219
	Iteration 13Q: 3 clusters Score -7881781 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -7882945.000000 Penalty: 5281.074219
	Iteration 14Q: 3 clusters Score -7882945 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7883649.500000 Penalty: 5281.074219
	Iteration 15Q: 3 clusters Score -7883650 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -7884064.500000 Penalty: 5281.074219
	Iteration 16Q: 3 clusters Score -7884064 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7884372.500000 Penalty: 5281.074219
	Iteration 17Q: 3 clusters Score -7884372 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7884550.000000 Penalty: 5281.074219
	Iteration 18Q: 3 clusters Score -7884550 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7884688.500000 Penalty: 5281.074219
	Iteration 19Q: 3 clusters Score -7884688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7884787.500000 Penalty: 5281.074219
	Iteration 20F: 3 clusters Score -7884788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7884857.500000 Penalty: 5281.074219
	Iteration 21Q: 3 clusters Score -7884858 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7884880.000000 Penalty: 5281.074219
	Iteration 22Q: 3 clusters Score -7884880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7884924.000000 Penalty: 5281.074219
	Iteration 23Q: 3 clusters Score -7884924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7884960.000000 Penalty: 5281.074219
	Iteration 24Q: 3 clusters Score -7884960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7884972.500000 Penalty: 5281.074219
	Iteration 25Q: 3 clusters Score -7884972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7884985.000000 Penalty: 5281.074219
	Iteration 26Q: 3 clusters Score -7884985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7884991.500000 Penalty: 5281.074219
	Iteration 27Q: 3 clusters Score -7884992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7885011.500000 Penalty: 5281.074219
	Iteration 28Q: 3 clusters Score -7885012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7885021.500000 Penalty: 5281.074219
	Iteration 29Q: 3 clusters Score -7885022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7885035.000000 Penalty: 5281.074219
	Iteration 30Q: 3 clusters Score -7885035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7885039.000000 Penalty: 5281.074219
	Iteration 31Q: 3 clusters Score -7885039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7885044.500000 Penalty: 5281.074219
	Iteration 32Q: 3 clusters Score -7885044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7885050.500000 Penalty: 5281.074219
	Iteration 33Q: 3 clusters Score -7885050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7885063.500000 Penalty: 5281.074219
	Iteration 34Q: 3 clusters Score -7885064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7885086.000000 Penalty: 5281.074219
	Iteration 35Q: 3 clusters Score -7885086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7885098.500000 Penalty: 5281.074219
	Iteration 36Q: 3 clusters Score -7885098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7885096.000000 Penalty: 5281.074219
	Iteration 37Q: 3 clusters Score -7885096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7885099.000000 Penalty: 5281.074219
	Iteration 38Q: 3 clusters Score -7885099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7885096.000000 Penalty: 5281.074219
	Iteration 39Q: 3 clusters Score -7885096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7885101.000000 Penalty: 5281.074219
	Iteration 40F: 3 clusters Score -7885101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7885101.000000 Penalty: 5281.074219
	Iteration 41Q: 3 clusters Score -7885101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7885101.000000 Penalty: 5281.074219
	Iteration 42F: 3 clusters Score -7885101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (13883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Entering Unmasked Estep 
Score: -2605476.000000 Penalty: 2365.528320
	Iteration 0F: 2 clusters Score -2605476 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 6979 members 
Entering Unmasked Estep 
Score: -2595394.000000 Penalty: 4731.056641
	Iteration 0F: 3 clusters Score -2595394 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2598422.500000 Penalty: 4731.056641
	Iteration 1F: 3 clusters Score -2598422 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -2598689.250000 Penalty: 4731.056641
	Iteration 2F: 3 clusters Score -2598689 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2598871.250000 Penalty: 4731.056641
	Iteration 3Q: 3 clusters Score -2598871 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2599036.750000 Penalty: 4731.056641
	Iteration 4Q: 3 clusters Score -2599037 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -2599197.500000 Penalty: 4731.056641
	Iteration 5Q: 3 clusters Score -2599198 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2599320.250000 Penalty: 4731.056641
	Iteration 6Q: 3 clusters Score -2599320 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2599450.250000 Penalty: 4731.056641
	Iteration 7Q: 3 clusters Score -2599450 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -2599607.000000 Penalty: 4731.056641
	Iteration 8Q: 3 clusters Score -2599607 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2599825.000000 Penalty: 4731.056641
	Iteration 9Q: 3 clusters Score -2599825 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2600101.250000 Penalty: 4731.056641
	Iteration 10Q: 3 clusters Score -2600101 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2600492.250000 Penalty: 4731.056641
	Iteration 11Q: 3 clusters Score -2600492 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2600991.750000 Penalty: 4731.056641
	Iteration 12F: 3 clusters Score -2600992 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2601562.750000 Penalty: 4731.056641
	Iteration 13F: 3 clusters Score -2601563 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2602097.500000 Penalty: 4731.056641
	Iteration 14Q: 3 clusters Score -2602098 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2602561.250000 Penalty: 4731.056641
	Iteration 15Q: 3 clusters Score -2602561 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2602885.000000 Penalty: 4731.056641
	Iteration 16Q: 3 clusters Score -2602885 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2603091.000000 Penalty: 4731.056641
	Iteration 17Q: 3 clusters Score -2603091 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2603227.750000 Penalty: 4731.056641
	Iteration 18Q: 3 clusters Score -2603228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2603297.250000 Penalty: 4731.056641
	Iteration 19Q: 3 clusters Score -2603297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2603335.500000 Penalty: 4731.056641
	Iteration 20F: 3 clusters Score -2603336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2603373.250000 Penalty: 4731.056641
	Iteration 21Q: 3 clusters Score -2603373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2603386.750000 Penalty: 4731.056641
	Iteration 22Q: 3 clusters Score -2603387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -2603391.250000 Penalty: 4731.056641
	Iteration 23Q: 3 clusters Score -2603391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2603399.250000 Penalty: 4731.056641
	Iteration 24Q: 3 clusters Score -2603399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2603410.000000 Penalty: 4731.056641
	Iteration 25Q: 3 clusters Score -2603410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2603417.500000 Penalty: 4731.056641
	Iteration 26Q: 3 clusters Score -2603418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2603424.250000 Penalty: 4731.056641
	Iteration 27Q: 3 clusters Score -2603424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2603424.250000 Penalty: 4731.056641
	Iteration 28F: 3 clusters Score -2603424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (51199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Entering Unmasked Estep 
Score: -9621270.000000 Penalty: 2689.181885
	Iteration 0F: 2 clusters Score -9621270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -9589830.000000 Penalty: 5378.363770
	Iteration 0F: 3 clusters Score -9589830 nChanged 23688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -9603370.000000 Penalty: 5378.363770
	Iteration 1F: 3 clusters Score -9603370 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -9604099.000000 Penalty: 5378.363770
	Iteration 2Q: 3 clusters Score -9604099 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9604837.000000 Penalty: 5378.363770
	Iteration 3Q: 3 clusters Score -9604837 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -9605674.000000 Penalty: 5378.363770
	Iteration 4Q: 3 clusters Score -9605674 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -9606562.000000 Penalty: 5378.363770
	Iteration 5Q: 3 clusters Score -9606562 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -9607546.000000 Penalty: 5378.363770
	Iteration 6Q: 3 clusters Score -9607546 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -9608959.000000 Penalty: 5378.363770
	Iteration 7F: 3 clusters Score -9608959 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -9610468.000000 Penalty: 5378.363770
	Iteration 8F: 3 clusters Score -9610468 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -9612460.000000 Penalty: 5378.363770
	Iteration 9F: 3 clusters Score -9612460 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -9614562.000000 Penalty: 5378.363770
	Iteration 10F: 3 clusters Score -9614562 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -9616650.000000 Penalty: 5378.363770
	Iteration 11F: 3 clusters Score -9616650 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -9618022.000000 Penalty: 5378.363770
	Iteration 12Q: 3 clusters Score -9618022 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9618615.000000 Penalty: 5378.363770
	Iteration 13Q: 3 clusters Score -9618615 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9618842.000000 Penalty: 5378.363770
	Iteration 14Q: 3 clusters Score -9618842 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9618940.000000 Penalty: 5378.363770
	Iteration 15Q: 3 clusters Score -9618940 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50783 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9619032.000000 Penalty: 5378.363770
	Iteration 16Q: 3 clusters Score -9619032 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9619059.000000 Penalty: 5378.363770
	Iteration 17Q: 3 clusters Score -9619059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9619071.000000 Penalty: 5378.363770
	Iteration 18Q: 3 clusters Score -9619071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9619081.000000 Penalty: 5378.363770
	Iteration 19Q: 3 clusters Score -9619081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9619080.000000 Penalty: 5378.363770
	Iteration 20F: 3 clusters Score -9619080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9619088.000000 Penalty: 5378.363770
	Iteration 21Q: 3 clusters Score -9619088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9619089.000000 Penalty: 5378.363770
	Iteration 22Q: 3 clusters Score -9619089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9619096.000000 Penalty: 5378.363770
	Iteration 23Q: 3 clusters Score -9619096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50901 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9619105.000000 Penalty: 5378.363770
	Iteration 24Q: 3 clusters Score -9619105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9619112.000000 Penalty: 5378.363770
	Iteration 25Q: 3 clusters Score -9619112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9619110.000000 Penalty: 5378.363770
	Iteration 26Q: 3 clusters Score -9619110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9619119.000000 Penalty: 5378.363770
	Iteration 27Q: 3 clusters Score -9619119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9619110.000000 Penalty: 5378.363770
	Iteration 28Q: 3 clusters Score -9619110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9619124.000000 Penalty: 5378.363770
	Iteration 29Q: 3 clusters Score -9619124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9619117.000000 Penalty: 5378.363770
	Iteration 30Q: 3 clusters Score -9619117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9619124.000000 Penalty: 5378.363770
	Iteration 31Q: 3 clusters Score -9619124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9619126.000000 Penalty: 5378.363770
	Iteration 32Q: 3 clusters Score -9619126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9619126.000000 Penalty: 5378.363770
	Iteration 33F: 3 clusters Score -9619126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (50437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Entering Unmasked Estep 
Score: -9461968.000000 Penalty: 2685.463135
	Iteration 0F: 2 clusters Score -9461968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9430510.000000 Penalty: 5370.926270
	Iteration 0F: 3 clusters Score -9430510 nChanged 23635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -9443688.000000 Penalty: 5370.926270
	Iteration 1F: 3 clusters Score -9443688 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -9444294.000000 Penalty: 5370.926270
	Iteration 2Q: 3 clusters Score -9444294 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -9444967.000000 Penalty: 5370.926270
	Iteration 3Q: 3 clusters Score -9444967 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -9445999.000000 Penalty: 5370.926270
	Iteration 4Q: 3 clusters Score -9445999 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -9447451.000000 Penalty: 5370.926270
	Iteration 5F: 3 clusters Score -9447451 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -9449499.000000 Penalty: 5370.926270
	Iteration 6F: 3 clusters Score -9449499 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -9452216.000000 Penalty: 5370.926270
	Iteration 7F: 3 clusters Score -9452216 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -9455147.000000 Penalty: 5370.926270
	Iteration 8F: 3 clusters Score -9455147 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -9457463.000000 Penalty: 5370.926270
	Iteration 9F: 3 clusters Score -9457463 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9458811.000000 Penalty: 5370.926270
	Iteration 10Q: 3 clusters Score -9458811 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9459390.000000 Penalty: 5370.926270
	Iteration 11Q: 3 clusters Score -9459390 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9459651.000000 Penalty: 5370.926270
	Iteration 12Q: 3 clusters Score -9459651 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9459756.000000 Penalty: 5370.926270
	Iteration 13Q: 3 clusters Score -9459756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9459791.000000 Penalty: 5370.926270
	Iteration 14Q: 3 clusters Score -9459791 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50006 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9459831.000000 Penalty: 5370.926270
	Iteration 15Q: 3 clusters Score -9459831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9459858.000000 Penalty: 5370.926270
	Iteration 16Q: 3 clusters Score -9459858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9459857.000000 Penalty: 5370.926270
	Iteration 17Q: 3 clusters Score -9459857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9459869.000000 Penalty: 5370.926270
	Iteration 18Q: 3 clusters Score -9459869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9459874.000000 Penalty: 5370.926270
	Iteration 19Q: 3 clusters Score -9459874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9459875.000000 Penalty: 5370.926270
	Iteration 20F: 3 clusters Score -9459875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9459879.000000 Penalty: 5370.926270
	Iteration 21Q: 3 clusters Score -9459879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9459887.000000 Penalty: 5370.926270
	Iteration 22Q: 3 clusters Score -9459887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9459897.000000 Penalty: 5370.926270
	Iteration 23Q: 3 clusters Score -9459897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9459896.000000 Penalty: 5370.926270
	Iteration 24Q: 3 clusters Score -9459896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9459897.000000 Penalty: 5370.926270
	Iteration 25Q: 3 clusters Score -9459897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9459888.000000 Penalty: 5370.926270
	Iteration 26Q: 3 clusters Score -9459888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9459886.000000 Penalty: 5370.926270
	Iteration 27Q: 3 clusters Score -9459886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9459886.000000 Penalty: 5370.926270
	Iteration 28F: 3 clusters Score -9459886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6814 members 
Mstep: Class 4 contains 38011 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 44675 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35274 members 
Mstep: Class 10 contains 46664 members 
Mstep: Class 11 contains 6666 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43236 members 
Mstep: Class 14 contains 16776 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18249 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 47520 members 
Mstep: Class 19 contains 26301 members 
Mstep: Class 20 contains 40586 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48489 members 
Mstep: Class 23 contains 26694 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46412 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49968 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42080 members 
Mstep: Class 31 contains 13883 members 
Mstep: Class 32 contains 51199 members 
Mstep: Class 33 contains 50437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174416.000000 Penalty: 110674.398438
Iteration 479Q: 34 clusters Score -1.371744e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6817 members 
Mstep: Class 4 contains 37994 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 9 contains 35208 members 
Mstep: Class 10 contains 46620 members 
Mstep: Class 11 contains 6662 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43236 members 
Mstep: Class 14 contains 16770 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18244 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 47524 members 
Mstep: Class 19 contains 26299 members 
Mstep: Class 20 contains 40624 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48542 members 
Mstep: Class 23 contains 26714 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46411 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49948 members 
Mstep: Class 28 contains 2835 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42089 members 
Mstep: Class 31 contains 13874 members 
Mstep: Class 32 contains 51269 members 
Mstep: Class 33 contains 50413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174064.000000 Penalty: 110674.398438
Iteration 480F: 34 clusters Score -1.371741e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6820 members 
Mstep: Class 4 contains 37976 members 
Mstep: Class 5 contains 4433 members 
Mstep: Class 6 contains 5477 members 
Mstep: Class 7 contains 44682 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 35141 members 
Mstep: Class 10 contains 46564 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43234 members 
Mstep: Class 14 contains 16764 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18236 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 47580 members 
Mstep: Class 19 contains 26308 members 
Mstep: Class 20 contains 40655 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48591 members 
Mstep: Class 23 contains 26727 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46416 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49939 members 
Mstep: Class 28 contains 2831 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42105 members 
Mstep: Class 31 contains 13873 members 
Mstep: Class 32 contains 51265 members 
Mstep: Class 33 contains 50399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174048.000000 Penalty: 110674.398438
Iteration 481Q: 34 clusters Score -1.37174e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6824 members 
Mstep: Class 4 contains 37964 members 
Mstep: Class 5 contains 4435 members 
Mstep: Class 6 contains 5471 members 
Mstep: Class 7 contains 44672 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 35081 members 
Mstep: Class 10 contains 46550 members 
Mstep: Class 11 contains 6659 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43230 members 
Mstep: Class 14 contains 16758 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18233 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 26309 members 
Mstep: Class 20 contains 40683 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48615 members 
Mstep: Class 23 contains 26746 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46426 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49910 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42123 members 
Mstep: Class 31 contains 13863 members 
Mstep: Class 32 contains 51285 members 
Mstep: Class 33 contains 50383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173744.000000 Penalty: 110674.398438
Iteration 482Q: 34 clusters Score -1.371737e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6829 members 
Mstep: Class 4 contains 37957 members 
Mstep: Class 5 contains 4436 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 44682 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 35019 members 
Mstep: Class 10 contains 46524 members 
Mstep: Class 11 contains 6657 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 16753 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18225 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 47658 members 
Mstep: Class 19 contains 26305 members 
Mstep: Class 20 contains 40710 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48631 members 
Mstep: Class 23 contains 26755 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46435 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49945 members 
Mstep: Class 28 contains 2830 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42138 members 
Mstep: Class 31 contains 13858 members 
Mstep: Class 32 contains 51266 members 
Mstep: Class 33 contains 50366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173808.000000 Penalty: 110674.398438
Iteration 483Q: 34 clusters Score -1.371738e+08 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6833 members 
Mstep: Class 4 contains 37947 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 44683 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34963 members 
Mstep: Class 10 contains 46497 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43223 members 
Mstep: Class 14 contains 16746 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18221 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 47706 members 
Mstep: Class 19 contains 26299 members 
Mstep: Class 20 contains 40740 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48606 members 
Mstep: Class 23 contains 26763 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46438 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49982 members 
Mstep: Class 28 contains 2829 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42149 members 
Mstep: Class 31 contains 13854 members 
Mstep: Class 32 contains 51268 members 
Mstep: Class 33 contains 50379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173840.000000 Penalty: 110674.398438
Iteration 484Q: 34 clusters Score -1.371738e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6840 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5456 members 
Mstep: Class 7 contains 44709 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34927 members 
Mstep: Class 10 contains 46460 members 
Mstep: Class 11 contains 6647 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43221 members 
Mstep: Class 14 contains 16733 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 47727 members 
Mstep: Class 19 contains 26302 members 
Mstep: Class 20 contains 40756 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48614 members 
Mstep: Class 23 contains 26765 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46439 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 49997 members 
Mstep: Class 28 contains 2828 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42152 members 
Mstep: Class 31 contains 13854 members 
Mstep: Class 32 contains 51289 members 
Mstep: Class 33 contains 50368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173696.000000 Penalty: 110674.398438
Iteration 485Q: 34 clusters Score -1.371737e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6847 members 
Mstep: Class 4 contains 37933 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5453 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34874 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 6643 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43217 members 
Mstep: Class 14 contains 16719 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 47780 members 
Mstep: Class 19 contains 26314 members 
Mstep: Class 20 contains 40775 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48557 members 
Mstep: Class 23 contains 26775 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46444 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50064 members 
Mstep: Class 28 contains 2827 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42167 members 
Mstep: Class 31 contains 13851 members 
Mstep: Class 32 contains 51261 members 
Mstep: Class 33 contains 50347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173488.000000 Penalty: 110674.398438
Iteration 486Q: 34 clusters Score -1.371735e+08 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6853 members 
Mstep: Class 4 contains 37919 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5453 members 
Mstep: Class 7 contains 44745 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34798 members 
Mstep: Class 10 contains 46436 members 
Mstep: Class 11 contains 6633 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43211 members 
Mstep: Class 14 contains 16709 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18218 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 47759 members 
Mstep: Class 19 contains 26321 members 
Mstep: Class 20 contains 40796 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48552 members 
Mstep: Class 23 contains 26784 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46451 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50137 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42177 members 
Mstep: Class 31 contains 13848 members 
Mstep: Class 32 contains 51270 members 
Mstep: Class 33 contains 50334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173360.000000 Penalty: 110674.398438
Iteration 487Q: 34 clusters Score -1.371734e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6861 members 
Mstep: Class 4 contains 37914 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34732 members 
Mstep: Class 10 contains 46439 members 
Mstep: Class 11 contains 6631 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43215 members 
Mstep: Class 14 contains 16706 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18216 members 
Mstep: Class 17 contains 24896 members 
Mstep: Class 18 contains 47753 members 
Mstep: Class 19 contains 26330 members 
Mstep: Class 20 contains 40822 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48519 members 
Mstep: Class 23 contains 26790 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46448 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50157 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42184 members 
Mstep: Class 31 contains 13847 members 
Mstep: Class 32 contains 51310 members 
Mstep: Class 33 contains 50325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173216.000000 Penalty: 110674.398438
Iteration 488Q: 34 clusters Score -1.371732e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6864 members 
Mstep: Class 4 contains 37912 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 44751 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34665 members 
Mstep: Class 10 contains 46449 members 
Mstep: Class 11 contains 6632 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43213 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18212 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 47737 members 
Mstep: Class 19 contains 26323 members 
Mstep: Class 20 contains 40863 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48486 members 
Mstep: Class 23 contains 26795 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46453 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50141 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42206 members 
Mstep: Class 31 contains 13846 members 
Mstep: Class 32 contains 51359 members 
Mstep: Class 33 contains 50336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173376.000000 Penalty: 110674.398438
Iteration 489Q: 34 clusters Score -1.371734e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6869 members 
Mstep: Class 4 contains 37907 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 44748 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34610 members 
Mstep: Class 10 contains 46464 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43207 members 
Mstep: Class 14 contains 16688 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18216 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 47711 members 
Mstep: Class 19 contains 26323 members 
Mstep: Class 20 contains 40888 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48454 members 
Mstep: Class 23 contains 26797 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46464 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50167 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42229 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 51379 members 
Mstep: Class 33 contains 50346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173280.000000 Penalty: 110674.398438
Iteration 490Q: 34 clusters Score -1.371733e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6871 members 
Mstep: Class 4 contains 37904 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 44771 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34541 members 
Mstep: Class 10 contains 46464 members 
Mstep: Class 11 contains 6627 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43205 members 
Mstep: Class 14 contains 16684 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18208 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 40914 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48454 members 
Mstep: Class 23 contains 26799 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46462 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50205 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42246 members 
Mstep: Class 31 contains 13842 members 
Mstep: Class 32 contains 51423 members 
Mstep: Class 33 contains 50315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173232.000000 Penalty: 110674.398438
Iteration 491Q: 34 clusters Score -1.371732e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6872 members 
Mstep: Class 4 contains 37906 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 5449 members 
Mstep: Class 7 contains 44803 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34447 members 
Mstep: Class 10 contains 46440 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43199 members 
Mstep: Class 14 contains 16679 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18199 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 47575 members 
Mstep: Class 19 contains 26327 members 
Mstep: Class 20 contains 40935 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48496 members 
Mstep: Class 23 contains 26791 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46464 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50325 members 
Mstep: Class 28 contains 2826 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42275 members 
Mstep: Class 31 contains 13844 members 
Mstep: Class 32 contains 51448 members 
Mstep: Class 33 contains 50287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173280.000000 Penalty: 110674.398438
Iteration 492Q: 34 clusters Score -1.371733e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6876 members 
Mstep: Class 4 contains 37902 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 44813 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34358 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43194 members 
Mstep: Class 14 contains 16676 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18191 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 47587 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 20 contains 40946 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48516 members 
Mstep: Class 23 contains 26799 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46462 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50375 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42313 members 
Mstep: Class 31 contains 13847 members 
Mstep: Class 32 contains 51435 members 
Mstep: Class 33 contains 50279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173152.000000 Penalty: 110674.398438
Iteration 493Q: 34 clusters Score -1.371732e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6879 members 
Mstep: Class 4 contains 37907 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 44833 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34272 members 
Mstep: Class 10 contains 46383 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43183 members 
Mstep: Class 14 contains 16670 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18183 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 18 contains 47628 members 
Mstep: Class 19 contains 26329 members 
Mstep: Class 20 contains 40959 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48511 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46475 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50398 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42352 members 
Mstep: Class 31 contains 13853 members 
Mstep: Class 32 contains 51453 members 
Mstep: Class 33 contains 50264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173504.000000 Penalty: 110674.398438
Iteration 494Q: 34 clusters Score -1.371735e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6880 members 
Mstep: Class 4 contains 37918 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 44838 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34167 members 
Mstep: Class 10 contains 46364 members 
Mstep: Class 11 contains 6597 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43173 members 
Mstep: Class 14 contains 16665 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18187 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 26328 members 
Mstep: Class 20 contains 40986 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48573 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46479 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50411 members 
Mstep: Class 28 contains 2825 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42393 members 
Mstep: Class 31 contains 13849 members 
Mstep: Class 32 contains 51456 members 
Mstep: Class 33 contains 50258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173440.000000 Penalty: 110674.398438
Iteration 495Q: 34 clusters Score -1.371734e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6883 members 
Mstep: Class 4 contains 37911 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5449 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34114 members 
Mstep: Class 10 contains 46331 members 
Mstep: Class 11 contains 6592 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43165 members 
Mstep: Class 14 contains 16662 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18189 members 
Mstep: Class 17 contains 24923 members 
Mstep: Class 18 contains 47616 members 
Mstep: Class 19 contains 26329 members 
Mstep: Class 20 contains 41019 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48580 members 
Mstep: Class 23 contains 26793 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46480 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50398 members 
Mstep: Class 28 contains 2823 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42426 members 
Mstep: Class 31 contains 13845 members 
Mstep: Class 32 contains 51489 members 
Mstep: Class 33 contains 50252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173600.000000 Penalty: 110674.398438
Iteration 496Q: 34 clusters Score -1.371736e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6887 members 
Mstep: Class 4 contains 37901 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 44867 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 34037 members 
Mstep: Class 10 contains 46345 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43149 members 
Mstep: Class 14 contains 16659 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18192 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 47579 members 
Mstep: Class 19 contains 26343 members 
Mstep: Class 20 contains 41034 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48568 members 
Mstep: Class 23 contains 26798 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46486 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50425 members 
Mstep: Class 28 contains 2822 members 
Mstep: Class 29 contains 1788 members 
Mstep: Class 30 contains 42471 members 
Mstep: Class 31 contains 13839 members 
Mstep: Class 32 contains 51528 members 
Mstep: Class 33 contains 50226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173568.000000 Penalty: 110674.398438
Iteration 497Q: 34 clusters Score -1.371736e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6890 members 
Mstep: Class 4 contains 37891 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 5450 members 
Mstep: Class 7 contains 44888 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 33952 members 
Mstep: Class 10 contains 46349 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 16654 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18196 members 
Mstep: Class 17 contains 24922 members 
Mstep: Class 18 contains 47593 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 41057 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48547 members 
Mstep: Class 23 contains 26803 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46486 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50438 members 
Mstep: Class 28 contains 2820 members 
Mstep: Class 29 contains 1789 members 
Mstep: Class 30 contains 42507 members 
Mstep: Class 31 contains 13832 members 
Mstep: Class 32 contains 51541 members 
Mstep: Class 33 contains 50238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173648.000000 Penalty: 110674.398438
Iteration 498Q: 34 clusters Score -1.371736e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6892 members 
Mstep: Class 4 contains 37881 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 44889 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 33861 members 
Mstep: Class 10 contains 46335 members 
Mstep: Class 11 contains 6580 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43124 members 
Mstep: Class 14 contains 16651 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18200 members 
Mstep: Class 17 contains 24924 members 
Mstep: Class 18 contains 47622 members 
Mstep: Class 19 contains 26347 members 
Mstep: Class 20 contains 41075 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48543 members 
Mstep: Class 23 contains 26819 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46494 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50474 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 42563 members 
Mstep: Class 31 contains 13816 members 
Mstep: Class 32 contains 51550 members 
Mstep: Class 33 contains 50214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173824.000000 Penalty: 110674.398438
Iteration 499Q: 34 clusters Score -1.371738e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 6896 members 
Mstep: Class 4 contains 37879 members 
Mstep: Class 5 contains 4432 members 
Mstep: Class 6 contains 5451 members 
Mstep: Class 7 contains 44898 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 9 contains 33779 members 
Mstep: Class 10 contains 46323 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 43123 members 
Mstep: Class 14 contains 16648 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 18202 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 47698 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 41080 members 
Mstep: Class 21 contains 562 members 
Mstep: Class 22 contains 48493 members 
Mstep: Class 23 contains 26835 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 46499 members 
Mstep: Class 26 contains 2151 members 
Mstep: Class 27 contains 50525 members 
Mstep: Class 28 contains 2817 members 
Mstep: Class 29 contains 1790 members 
Mstep: Class 30 contains 42599 members 
Mstep: Class 31 contains 13810 members 
Mstep: Class 32 contains 51519 members 
Mstep: Class 33 contains 50208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173856.000000 Penalty: 110674.398438
Iteration 500F: 34 clusters Score -1.371739e+08 nChanged 808
Maximum iterations exceeded
--- Evaluating fit on full set of 2239757 points ---
Entering Unmasked Estep 
Score: -417180192.000000 Penalty: 119665.445312
20->34 Clusters: Score -417180192.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 37288 members 
Mstep: Class 3 contains 37489 members 
Mstep: Class 4 contains 37460 members 
Mstep: Class 5 contains 37337 members 
Mstep: Class 6 contains 37288 members 
Mstep: Class 7 contains 37080 members 
Mstep: Class 8 contains 37047 members 
Mstep: Class 9 contains 37202 members 
Mstep: Class 10 contains 37431 members 
Mstep: Class 11 contains 37292 members 
Mstep: Class 12 contains 37263 members 
Mstep: Class 13 contains 37473 members 
Mstep: Class 14 contains 37516 members 
Mstep: Class 15 contains 37841 members 
Mstep: Class 16 contains 37035 members 
Mstep: Class 17 contains 37419 members 
Mstep: Class 18 contains 37255 members 
Mstep: Class 19 contains 36967 members 
Mstep: Class 20 contains 37452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -130687416.000000 Penalty: 67075.390625
Iteration 0F: 21 clusters Score -1.306874e+08 nChanged 708666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1613 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 175172 members 
Mstep: Class 3 contains 19410 members 
Mstep: Class 4 contains 107292 members 
Mstep: Class 5 contains 39589 members 
Mstep: Class 6 contains 7003 members 
Mstep: Class 7 contains 5746 members 
Mstep: Class 8 contains 23823 members 
Mstep: Class 9 contains 22099 members 
Mstep: Class 10 contains 47792 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 16058 members 
Mstep: Class 13 contains 51033 members 
Mstep: Class 14 contains 17072 members 
Mstep: Class 15 contains 54525 members 
Mstep: Class 16 contains 20191 members 
Mstep: Class 17 contains 39851 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 34461 members 
Mstep: Class 20 contains 9529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135358032.000000 Penalty: 67075.390625
Iteration 1F: 21 clusters Score -1.35358e+08 nChanged 317881
Entering Unmasked Mstep 
Mstep: Class 0 contains 1717 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 166432 members 
Mstep: Class 3 contains 16873 members 
Mstep: Class 4 contains 145817 members 
Mstep: Class 5 contains 39370 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 2256 members 
Mstep: Class 8 contains 31332 members 
Mstep: Class 9 contains 5072 members 
Mstep: Class 10 contains 96316 members 
Mstep: Class 11 contains 2650 members 
Mstep: Class 12 contains 5571 members 
Mstep: Class 13 contains 25326 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 48321 members 
Mstep: Class 16 contains 6198 members 
Mstep: Class 17 contains 75047 members 
Mstep: Class 18 contains 1808 members 
Mstep: Class 19 contains 35845 members 
Mstep: Class 20 contains 1289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3215.790771 but Gain 3353.765625
Score: -135947600.000000 Penalty: 63721.625000
Iteration 2F: 20 clusters Score -1.359476e+08 nChanged 246743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1147 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 106963 members 
Mstep: Class 3 contains 21369 members 
Mstep: Class 4 contains 80421 members 
Mstep: Class 5 contains 52174 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 33415 members 
Mstep: Class 10 contains 115419 members 
Mstep: Class 11 contains 3172 members 
Mstep: Class 12 contains 9653 members 
Mstep: Class 13 contains 29254 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 56794 members 
Mstep: Class 16 contains 5531 members 
Mstep: Class 17 contains 132856 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 51079 members 
Mstep: Class 20 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3059.682617 but Gain 3353.769531
Score: -136191744.000000 Penalty: 60367.855469
Iteration 3F: 19 clusters Score -1.361917e+08 nChanged 248939
Entering Unmasked Mstep 
Mstep: Class 0 contains 799 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 83441 members 
Mstep: Class 3 contains 29801 members 
Mstep: Class 4 contains 98880 members 
Mstep: Class 5 contains 71741 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 2390 members 
Mstep: Class 8 contains 47900 members 
Mstep: Class 10 contains 70665 members 
Mstep: Class 11 contains 2685 members 
Mstep: Class 12 contains 13448 members 
Mstep: Class 13 contains 34798 members 
Mstep: Class 14 contains 4861 members 
Mstep: Class 15 contains 72305 members 
Mstep: Class 16 contains 4682 members 
Mstep: Class 17 contains 85500 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 75679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136515360.000000 Penalty: 60367.855469
Iteration 4F: 19 clusters Score -1.365154e+08 nChanged 178105
Entering Unmasked Mstep 
Mstep: Class 0 contains 542 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 75785 members 
Mstep: Class 3 contains 39383 members 
Mstep: Class 4 contains 58837 members 
Mstep: Class 5 contains 80055 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 2286 members 
Mstep: Class 8 contains 60901 members 
Mstep: Class 10 contains 71514 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 15759 members 
Mstep: Class 13 contains 39535 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 68081 members 
Mstep: Class 16 contains 3696 members 
Mstep: Class 17 contains 84960 members 
Mstep: Class 18 contains 1116 members 
Mstep: Class 19 contains 86331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2724.629395 but Gain 3353.769531
Score: -136648144.000000 Penalty: 57014.085938
Iteration 5F: 18 clusters Score -1.366481e+08 nChanged 137829
Entering Unmasked Mstep 
Mstep: Class 0 contains 335 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 69576 members 
Mstep: Class 3 contains 53979 members 
Mstep: Class 4 contains 54205 members 
Mstep: Class 5 contains 78288 members 
Mstep: Class 6 contains 1816 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 70485 members 
Mstep: Class 10 contains 61477 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 47501 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 15 contains 61891 members 
Mstep: Class 17 contains 83194 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 79756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136737840.000000 Penalty: 57014.085938
Iteration 6F: 18 clusters Score -1.367378e+08 nChanged 112956
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 63167 members 
Mstep: Class 2 contains 62826 members 
Mstep: Class 3 contains 77240 members 
Mstep: Class 4 contains 50626 members 
Mstep: Class 5 contains 70950 members 
Mstep: Class 6 contains 1671 members 
Mstep: Class 7 contains 2433 members 
Mstep: Class 8 contains 72792 members 
Mstep: Class 10 contains 51189 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 17461 members 
Mstep: Class 13 contains 55878 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 53693 members 
Mstep: Class 17 contains 82018 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 78152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136790944.000000 Penalty: 57014.085938
Iteration 7F: 18 clusters Score -1.367909e+08 nChanged 106028
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 56575 members 
Mstep: Class 3 contains 102640 members 
Mstep: Class 4 contains 47326 members 
Mstep: Class 5 contains 63920 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 2484 members 
Mstep: Class 8 contains 71198 members 
Mstep: Class 10 contains 44691 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 17171 members 
Mstep: Class 13 contains 66597 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 45656 members 
Mstep: Class 17 contains 80240 members 
Mstep: Class 18 contains 1344 members 
Mstep: Class 19 contains 77626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136787936.000000 Penalty: 57014.085938
Iteration 8F: 18 clusters Score -1.367879e+08 nChanged 98849
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 55496 members 
Mstep: Class 3 contains 90601 members 
Mstep: Class 4 contains 49218 members 
Mstep: Class 5 contains 65556 members 
Mstep: Class 6 contains 1581 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 70588 members 
Mstep: Class 10 contains 46497 members 
Mstep: Class 11 contains 2280 members 
Mstep: Class 12 contains 17590 members 
Mstep: Class 13 contains 79494 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 43827 members 
Mstep: Class 17 contains 78998 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 77480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136838224.000000 Penalty: 57014.085938
Iteration 9F: 18 clusters Score -1.368382e+08 nChanged 67850
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 52910 members 
Mstep: Class 3 contains 90624 members 
Mstep: Class 4 contains 50552 members 
Mstep: Class 5 contains 65017 members 
Mstep: Class 6 contains 1575 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 67301 members 
Mstep: Class 10 contains 47594 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 18790 members 
Mstep: Class 13 contains 88437 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 43983 members 
Mstep: Class 17 contains 77897 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 76737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136862080.000000 Penalty: 57014.085938
Iteration 10F: 18 clusters Score -1.368621e+08 nChanged 58063
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 52076 members 
Mstep: Class 3 contains 87782 members 
Mstep: Class 4 contains 51763 members 
Mstep: Class 5 contains 63525 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 2523 members 
Mstep: Class 8 contains 64838 members 
Mstep: Class 10 contains 48830 members 
Mstep: Class 11 contains 2387 members 
Mstep: Class 12 contains 20447 members 
Mstep: Class 13 contains 97192 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 44944 members 
Mstep: Class 17 contains 76744 members 
Mstep: Class 18 contains 1164 members 
Mstep: Class 19 contains 74866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136885312.000000 Penalty: 57014.085938
Iteration 11F: 18 clusters Score -1.368853e+08 nChanged 55084
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 51937 members 
Mstep: Class 3 contains 87422 members 
Mstep: Class 4 contains 52030 members 
Mstep: Class 5 contains 60533 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 62410 members 
Mstep: Class 10 contains 49429 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 22489 members 
Mstep: Class 13 contains 105182 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 45528 members 
Mstep: Class 17 contains 76001 members 
Mstep: Class 18 contains 1089 members 
Mstep: Class 19 contains 72669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136885648.000000 Penalty: 57014.085938
Iteration 12F: 18 clusters Score -1.368856e+08 nChanged 47055
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 52860 members 
Mstep: Class 3 contains 87774 members 
Mstep: Class 4 contains 52302 members 
Mstep: Class 5 contains 58241 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 2473 members 
Mstep: Class 8 contains 60591 members 
Mstep: Class 10 contains 50158 members 
Mstep: Class 11 contains 2559 members 
Mstep: Class 12 contains 25320 members 
Mstep: Class 13 contains 104401 members 
Mstep: Class 14 contains 2336 members 
Mstep: Class 15 contains 47220 members 
Mstep: Class 17 contains 75580 members 
Mstep: Class 18 contains 1040 members 
Mstep: Class 19 contains 71361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136895744.000000 Penalty: 57014.085938
Iteration 13F: 18 clusters Score -1.368957e+08 nChanged 35771
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 54298 members 
Mstep: Class 3 contains 87289 members 
Mstep: Class 4 contains 53044 members 
Mstep: Class 5 contains 56495 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 59201 members 
Mstep: Class 10 contains 51042 members 
Mstep: Class 11 contains 2652 members 
Mstep: Class 12 contains 27668 members 
Mstep: Class 13 contains 101060 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 48924 members 
Mstep: Class 17 contains 75099 members 
Mstep: Class 18 contains 1004 members 
Mstep: Class 19 contains 71297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136910064.000000 Penalty: 57014.085938
Iteration 14Q: 18 clusters Score -1.369101e+08 nChanged 30790
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 55785 members 
Mstep: Class 3 contains 86745 members 
Mstep: Class 4 contains 54001 members 
Mstep: Class 5 contains 55261 members 
Mstep: Class 6 contains 1455 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 58139 members 
Mstep: Class 10 contains 51930 members 
Mstep: Class 11 contains 2731 members 
Mstep: Class 12 contains 29376 members 
Mstep: Class 13 contains 98616 members 
Mstep: Class 14 contains 2920 members 
Mstep: Class 15 contains 49421 members 
Mstep: Class 17 contains 74585 members 
Mstep: Class 18 contains 977 members 
Mstep: Class 19 contains 71538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136920560.000000 Penalty: 57014.085938
Iteration 15Q: 18 clusters Score -1.369206e+08 nChanged 27157
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 57153 members 
Mstep: Class 3 contains 86328 members 
Mstep: Class 4 contains 54943 members 
Mstep: Class 5 contains 54386 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 2024 members 
Mstep: Class 8 contains 57160 members 
Mstep: Class 10 contains 52840 members 
Mstep: Class 11 contains 2790 members 
Mstep: Class 12 contains 30782 members 
Mstep: Class 13 contains 96437 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 15 contains 49329 members 
Mstep: Class 17 contains 74133 members 
Mstep: Class 18 contains 954 members 
Mstep: Class 19 contains 71801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136928960.000000 Penalty: 57014.085938
Iteration 16Q: 18 clusters Score -1.36929e+08 nChanged 24083
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 58278 members 
Mstep: Class 3 contains 85725 members 
Mstep: Class 4 contains 55572 members 
Mstep: Class 5 contains 53884 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 56462 members 
Mstep: Class 10 contains 53918 members 
Mstep: Class 11 contains 2845 members 
Mstep: Class 12 contains 31843 members 
Mstep: Class 13 contains 94561 members 
Mstep: Class 14 contains 3442 members 
Mstep: Class 15 contains 49106 members 
Mstep: Class 17 contains 73750 members 
Mstep: Class 18 contains 938 members 
Mstep: Class 19 contains 72257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136934816.000000 Penalty: 57014.085938
Iteration 17Q: 18 clusters Score -1.369348e+08 nChanged 22129
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 59398 members 
Mstep: Class 3 contains 85163 members 
Mstep: Class 4 contains 55955 members 
Mstep: Class 5 contains 53583 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 55793 members 
Mstep: Class 10 contains 54917 members 
Mstep: Class 11 contains 2879 members 
Mstep: Class 12 contains 32664 members 
Mstep: Class 13 contains 92827 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 48966 members 
Mstep: Class 17 contains 73452 members 
Mstep: Class 18 contains 928 members 
Mstep: Class 19 contains 72585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136939632.000000 Penalty: 57014.085938
Iteration 18Q: 18 clusters Score -1.369396e+08 nChanged 20007
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 60528 members 
Mstep: Class 3 contains 84602 members 
Mstep: Class 4 contains 56459 members 
Mstep: Class 5 contains 53532 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 55281 members 
Mstep: Class 10 contains 55715 members 
Mstep: Class 11 contains 2905 members 
Mstep: Class 12 contains 33368 members 
Mstep: Class 13 contains 90816 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 48885 members 
Mstep: Class 17 contains 73198 members 
Mstep: Class 18 contains 925 members 
Mstep: Class 19 contains 72969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942016.000000 Penalty: 57014.085938
Iteration 19Q: 18 clusters Score -1.36942e+08 nChanged 18296
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 61584 members 
Mstep: Class 3 contains 84333 members 
Mstep: Class 4 contains 56986 members 
Mstep: Class 5 contains 53589 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 54929 members 
Mstep: Class 10 contains 56244 members 
Mstep: Class 11 contains 2918 members 
Mstep: Class 12 contains 34001 members 
Mstep: Class 13 contains 88431 members 
Mstep: Class 14 contains 3725 members 
Mstep: Class 15 contains 49020 members 
Mstep: Class 17 contains 72931 members 
Mstep: Class 18 contains 924 members 
Mstep: Class 19 contains 73329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136945200.000000 Penalty: 57014.085938
Iteration 20F: 18 clusters Score -1.369452e+08 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 62647 members 
Mstep: Class 3 contains 84086 members 
Mstep: Class 4 contains 57597 members 
Mstep: Class 5 contains 53797 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 54641 members 
Mstep: Class 10 contains 56520 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 34464 members 
Mstep: Class 13 contains 85971 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 49161 members 
Mstep: Class 17 contains 72706 members 
Mstep: Class 18 contains 875 members 
Mstep: Class 19 contains 73750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136947824.000000 Penalty: 57014.085938
Iteration 21Q: 18 clusters Score -1.369478e+08 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 63412 members 
Mstep: Class 3 contains 83761 members 
Mstep: Class 4 contains 58182 members 
Mstep: Class 5 contains 54083 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 54392 members 
Mstep: Class 10 contains 56860 members 
Mstep: Class 11 contains 2976 members 
Mstep: Class 12 contains 34711 members 
Mstep: Class 13 contains 83742 members 
Mstep: Class 14 contains 3936 members 
Mstep: Class 15 contains 49319 members 
Mstep: Class 17 contains 72592 members 
Mstep: Class 18 contains 824 members 
Mstep: Class 19 contains 74277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136948464.000000 Penalty: 57014.085938
Iteration 22Q: 18 clusters Score -1.369485e+08 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 64199 members 
Mstep: Class 3 contains 83563 members 
Mstep: Class 4 contains 58616 members 
Mstep: Class 5 contains 54459 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 1665 members 
Mstep: Class 8 contains 54202 members 
Mstep: Class 10 contains 57074 members 
Mstep: Class 11 contains 3006 members 
Mstep: Class 12 contains 34901 members 
Mstep: Class 13 contains 81448 members 
Mstep: Class 14 contains 3995 members 
Mstep: Class 15 contains 49562 members 
Mstep: Class 17 contains 72471 members 
Mstep: Class 18 contains 806 members 
Mstep: Class 19 contains 74866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136950576.000000 Penalty: 57014.085938
Iteration 23Q: 18 clusters Score -1.369506e+08 nChanged 13299
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 64799 members 
Mstep: Class 3 contains 83242 members 
Mstep: Class 4 contains 59032 members 
Mstep: Class 5 contains 54864 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 54081 members 
Mstep: Class 10 contains 57197 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 35046 members 
Mstep: Class 13 contains 79856 members 
Mstep: Class 14 contains 4042 members 
Mstep: Class 15 contains 49623 members 
Mstep: Class 17 contains 72379 members 
Mstep: Class 18 contains 796 members 
Mstep: Class 19 contains 75378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136953264.000000 Penalty: 57014.085938
Iteration 24Q: 18 clusters Score -1.369533e+08 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 65295 members 
Mstep: Class 3 contains 82867 members 
Mstep: Class 4 contains 59451 members 
Mstep: Class 5 contains 55211 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 1646 members 
Mstep: Class 8 contains 53929 members 
Mstep: Class 10 contains 57430 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 35121 members 
Mstep: Class 13 contains 78594 members 
Mstep: Class 14 contains 4117 members 
Mstep: Class 15 contains 49619 members 
Mstep: Class 17 contains 72263 members 
Mstep: Class 18 contains 793 members 
Mstep: Class 19 contains 75775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136954128.000000 Penalty: 57014.085938
Iteration 25Q: 18 clusters Score -1.369541e+08 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 65654 members 
Mstep: Class 3 contains 82462 members 
Mstep: Class 4 contains 59839 members 
Mstep: Class 5 contains 55490 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 53877 members 
Mstep: Class 10 contains 57649 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 35111 members 
Mstep: Class 13 contains 77570 members 
Mstep: Class 14 contains 4220 members 
Mstep: Class 15 contains 49532 members 
Mstep: Class 17 contains 72220 members 
Mstep: Class 18 contains 792 members 
Mstep: Class 19 contains 76196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136954592.000000 Penalty: 57014.085938
Iteration 26Q: 18 clusters Score -1.369546e+08 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 66075 members 
Mstep: Class 3 contains 82137 members 
Mstep: Class 4 contains 60235 members 
Mstep: Class 5 contains 55674 members 
Mstep: Class 6 contains 1444 members 
Mstep: Class 7 contains 1642 members 
Mstep: Class 8 contains 53800 members 
Mstep: Class 10 contains 57706 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 35111 members 
Mstep: Class 13 contains 76542 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 15 contains 49541 members 
Mstep: Class 17 contains 72196 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 76517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136955232.000000 Penalty: 57014.085938
Iteration 27Q: 18 clusters Score -1.369552e+08 nChanged 10437
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49665 members 
Mstep: Class 2 contains 66552 members 
Mstep: Class 3 contains 81689 members 
Mstep: Class 4 contains 60596 members 
Mstep: Class 5 contains 55870 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 1643 members 
Mstep: Class 8 contains 53678 members 
Mstep: Class 10 contains 57710 members 
Mstep: Class 11 contains 3036 members 
Mstep: Class 12 contains 35085 members 
Mstep: Class 13 contains 75747 members 
Mstep: Class 14 contains 4445 members 
Mstep: Class 15 contains 49554 members 
Mstep: Class 17 contains 72209 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 76829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136955232.000000 Penalty: 57014.085938
Iteration 28Q: 18 clusters Score -1.369552e+08 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 66924 members 
Mstep: Class 3 contains 81149 members 
Mstep: Class 4 contains 60846 members 
Mstep: Class 5 contains 56037 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 1643 members 
Mstep: Class 8 contains 53609 members 
Mstep: Class 10 contains 57882 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 35063 members 
Mstep: Class 13 contains 75039 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 49672 members 
Mstep: Class 17 contains 72185 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 77107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136954928.000000 Penalty: 57014.085938
Iteration 29Q: 18 clusters Score -1.369549e+08 nChanged 9708
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 67333 members 
Mstep: Class 3 contains 80563 members 
Mstep: Class 4 contains 61054 members 
Mstep: Class 5 contains 56231 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 53596 members 
Mstep: Class 10 contains 57768 members 
Mstep: Class 11 contains 3035 members 
Mstep: Class 12 contains 35049 members 
Mstep: Class 13 contains 74431 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 49777 members 
Mstep: Class 17 contains 72187 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 77380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956144.000000 Penalty: 57014.085938
Iteration 30Q: 18 clusters Score -1.369561e+08 nChanged 9331
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 67601 members 
Mstep: Class 3 contains 80068 members 
Mstep: Class 4 contains 61153 members 
Mstep: Class 5 contains 56394 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 53553 members 
Mstep: Class 10 contains 57775 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 35027 members 
Mstep: Class 13 contains 73936 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 49772 members 
Mstep: Class 17 contains 72253 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 77700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956656.000000 Penalty: 57014.085938
Iteration 31Q: 18 clusters Score -1.369567e+08 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 67917 members 
Mstep: Class 3 contains 79621 members 
Mstep: Class 4 contains 61167 members 
Mstep: Class 5 contains 56520 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1645 members 
Mstep: Class 8 contains 53485 members 
Mstep: Class 10 contains 57767 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 34991 members 
Mstep: Class 13 contains 73486 members 
Mstep: Class 14 contains 4950 members 
Mstep: Class 15 contains 49842 members 
Mstep: Class 17 contains 72303 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 77979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956880.000000 Penalty: 57014.085938
Iteration 32Q: 18 clusters Score -1.369569e+08 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49670 members 
Mstep: Class 2 contains 68205 members 
Mstep: Class 3 contains 79179 members 
Mstep: Class 4 contains 61179 members 
Mstep: Class 5 contains 56590 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1652 members 
Mstep: Class 8 contains 53474 members 
Mstep: Class 10 contains 57680 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34955 members 
Mstep: Class 13 contains 73043 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 49942 members 
Mstep: Class 17 contains 72388 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956896.000000 Penalty: 57014.085938
Iteration 33Q: 18 clusters Score -1.369569e+08 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 68449 members 
Mstep: Class 3 contains 78754 members 
Mstep: Class 4 contains 61186 members 
Mstep: Class 5 contains 56715 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 53445 members 
Mstep: Class 10 contains 57696 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 34908 members 
Mstep: Class 13 contains 72671 members 
Mstep: Class 14 contains 5179 members 
Mstep: Class 15 contains 49978 members 
Mstep: Class 17 contains 72457 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136957184.000000 Penalty: 57014.085938
Iteration 34Q: 18 clusters Score -1.369572e+08 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 68778 members 
Mstep: Class 3 contains 78369 members 
Mstep: Class 4 contains 61136 members 
Mstep: Class 5 contains 56823 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 53421 members 
Mstep: Class 10 contains 57629 members 
Mstep: Class 11 contains 3040 members 
Mstep: Class 12 contains 34859 members 
Mstep: Class 13 contains 72377 members 
Mstep: Class 14 contains 5263 members 
Mstep: Class 15 contains 50070 members 
Mstep: Class 17 contains 72468 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136957264.000000 Penalty: 57014.085938
Iteration 35Q: 18 clusters Score -1.369573e+08 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 69062 members 
Mstep: Class 3 contains 78044 members 
Mstep: Class 4 contains 61102 members 
Mstep: Class 5 contains 56908 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 53405 members 
Mstep: Class 10 contains 57553 members 
Mstep: Class 11 contains 3039 members 
Mstep: Class 12 contains 34812 members 
Mstep: Class 13 contains 72087 members 
Mstep: Class 14 contains 5392 members 
Mstep: Class 15 contains 50197 members 
Mstep: Class 17 contains 72455 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136957056.000000 Penalty: 57014.085938
Iteration 36Q: 18 clusters Score -1.369571e+08 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 69241 members 
Mstep: Class 3 contains 77768 members 
Mstep: Class 4 contains 61189 members 
Mstep: Class 5 contains 56987 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1689 members 
Mstep: Class 8 contains 53421 members 
Mstep: Class 10 contains 57459 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34775 members 
Mstep: Class 13 contains 71813 members 
Mstep: Class 14 contains 5527 members 
Mstep: Class 15 contains 50221 members 
Mstep: Class 17 contains 72452 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956640.000000 Penalty: 57014.085938
Iteration 37Q: 18 clusters Score -1.369566e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 49973 members 
Mstep: Class 2 contains 69450 members 
Mstep: Class 3 contains 77446 members 
Mstep: Class 4 contains 61202 members 
Mstep: Class 5 contains 57071 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1702 members 
Mstep: Class 8 contains 53373 members 
Mstep: Class 10 contains 57444 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34749 members 
Mstep: Class 13 contains 71573 members 
Mstep: Class 14 contains 5639 members 
Mstep: Class 15 contains 50264 members 
Mstep: Class 17 contains 72459 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 78930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956672.000000 Penalty: 57014.085938
Iteration 38Q: 18 clusters Score -1.369567e+08 nChanged 7291
Entering ConstructFrom: 
Score: -136956672.000000 Penalty: 57014.085938
Entering ConstructFrom: 
Trying to split cluster 1 (50013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Entering Unmasked Estep 
Score: -9314232.000000 Penalty: 2683.369385
	Iteration 0F: 2 clusters Score -9314232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -9284495.000000 Penalty: 5366.738770
	Iteration 0F: 3 clusters Score -9284495 nChanged 23158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -9297425.000000 Penalty: 5366.738770
	Iteration 1F: 3 clusters Score -9297425 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -9298412.000000 Penalty: 5366.738770
	Iteration 2Q: 3 clusters Score -9298412 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -9299495.000000 Penalty: 5366.738770
	Iteration 3F: 3 clusters Score -9299495 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -9301018.000000 Penalty: 5366.738770
	Iteration 4F: 3 clusters Score -9301018 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -9302988.000000 Penalty: 5366.738770
	Iteration 5F: 3 clusters Score -9302988 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -9305112.000000 Penalty: 5366.738770
	Iteration 6F: 3 clusters Score -9305112 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -9307410.000000 Penalty: 5366.738770
	Iteration 7F: 3 clusters Score -9307410 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -9309293.000000 Penalty: 5366.738770
	Iteration 8F: 3 clusters Score -9309293 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -9310589.000000 Penalty: 5366.738770
	Iteration 9Q: 3 clusters Score -9310589 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -9311259.000000 Penalty: 5366.738770
	Iteration 10Q: 3 clusters Score -9311259 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -9311676.000000 Penalty: 5366.738770
	Iteration 11Q: 3 clusters Score -9311676 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -9311995.000000 Penalty: 5366.738770
	Iteration 12Q: 3 clusters Score -9311995 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -9312290.000000 Penalty: 5366.738770
	Iteration 13Q: 3 clusters Score -9312290 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -9312498.000000 Penalty: 5366.738770
	Iteration 14Q: 3 clusters Score -9312498 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -9312715.000000 Penalty: 5366.738770
	Iteration 15Q: 3 clusters Score -9312715 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -9312953.000000 Penalty: 5366.738770
	Iteration 16Q: 3 clusters Score -9312953 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -9313160.000000 Penalty: 5366.738770
	Iteration 17Q: 3 clusters Score -9313160 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -9313365.000000 Penalty: 5366.738770
	Iteration 18Q: 3 clusters Score -9313365 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -9313482.000000 Penalty: 5366.738770
	Iteration 19Q: 3 clusters Score -9313482 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -9313651.000000 Penalty: 5366.738770
	Iteration 20F: 3 clusters Score -9313651 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -9313786.000000 Penalty: 5366.738770
	Iteration 21Q: 3 clusters Score -9313786 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -9313894.000000 Penalty: 5366.738770
	Iteration 22Q: 3 clusters Score -9313894 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -9314014.000000 Penalty: 5366.738770
	Iteration 23Q: 3 clusters Score -9314014 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -9314119.000000 Penalty: 5366.738770
	Iteration 24Q: 3 clusters Score -9314119 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -9314204.000000 Penalty: 5366.738770
	Iteration 25Q: 3 clusters Score -9314204 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -9314297.000000 Penalty: 5366.738770
	Iteration 26Q: 3 clusters Score -9314297 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -9314396.000000 Penalty: 5366.738770
	Iteration 27Q: 3 clusters Score -9314396 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -9314479.000000 Penalty: 5366.738770
	Iteration 28Q: 3 clusters Score -9314479 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9314552.000000 Penalty: 5366.738770
	Iteration 29Q: 3 clusters Score -9314552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -9314631.000000 Penalty: 5366.738770
	Iteration 30Q: 3 clusters Score -9314631 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -9314695.000000 Penalty: 5366.738770
	Iteration 31Q: 3 clusters Score -9314695 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -9314739.000000 Penalty: 5366.738770
	Iteration 32Q: 3 clusters Score -9314739 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -9314827.000000 Penalty: 5366.738770
	Iteration 33Q: 3 clusters Score -9314827 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -9314909.000000 Penalty: 5366.738770
	Iteration 34Q: 3 clusters Score -9314909 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -9314974.000000 Penalty: 5366.738770
	Iteration 35Q: 3 clusters Score -9314974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -9315041.000000 Penalty: 5366.738770
	Iteration 36Q: 3 clusters Score -9315041 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -9315122.000000 Penalty: 5366.738770
	Iteration 37Q: 3 clusters Score -9315122 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -9315240.000000 Penalty: 5366.738770
	Iteration 38Q: 3 clusters Score -9315240 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -9315367.000000 Penalty: 5366.738770
	Iteration 39Q: 3 clusters Score -9315367 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -9315421.000000 Penalty: 5366.738770
	Iteration 40F: 3 clusters Score -9315421 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9315411.000000 Penalty: 5366.738770
	Iteration 41Q: 3 clusters Score -9315411 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -9315486.000000 Penalty: 5366.738770
	Iteration 42Q: 3 clusters Score -9315486 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -9315490.000000 Penalty: 5366.738770
	Iteration 43Q: 3 clusters Score -9315490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 44406 members 
Entering Unmasked Estep 
Score: -9315534.000000 Penalty: 5366.738770
	Iteration 44Q: 3 clusters Score -9315534 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -9315524.000000 Penalty: 5366.738770
	Iteration 45Q: 3 clusters Score -9315524 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -9315525.000000 Penalty: 5366.738770
	Iteration 46Q: 3 clusters Score -9315525 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -9315495.000000 Penalty: 5366.738770
	Iteration 47Q: 3 clusters Score -9315495 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -9315463.000000 Penalty: 5366.738770
	Iteration 48Q: 3 clusters Score -9315463 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -9315444.000000 Penalty: 5366.738770
	Iteration 49Q: 3 clusters Score -9315444 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9315428.000000 Penalty: 5366.738770
	Iteration 50Q: 3 clusters Score -9315428 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -9315414.000000 Penalty: 5366.738770
	Iteration 51Q: 3 clusters Score -9315414 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9315404.000000 Penalty: 5366.738770
	Iteration 52Q: 3 clusters Score -9315404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -9315342.000000 Penalty: 5366.738770
	Iteration 53Q: 3 clusters Score -9315342 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -9315303.000000 Penalty: 5366.738770
	Iteration 54Q: 3 clusters Score -9315303 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -9315269.000000 Penalty: 5366.738770
	Iteration 55Q: 3 clusters Score -9315269 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9315220.000000 Penalty: 5366.738770
	Iteration 56Q: 3 clusters Score -9315220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -9315152.000000 Penalty: 5366.738770
	Iteration 57Q: 3 clusters Score -9315152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -9315051.000000 Penalty: 5366.738770
	Iteration 58Q: 3 clusters Score -9315051 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -9315000.000000 Penalty: 5366.738770
	Iteration 59Q: 3 clusters Score -9315000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -9314941.000000 Penalty: 5366.738770
	Iteration 60F: 3 clusters Score -9314941 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -9314873.000000 Penalty: 5366.738770
	Iteration 61Q: 3 clusters Score -9314873 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -9314814.000000 Penalty: 5366.738770
	Iteration 62Q: 3 clusters Score -9314814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -9314780.000000 Penalty: 5366.738770
	Iteration 63Q: 3 clusters Score -9314780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -9314723.000000 Penalty: 5366.738770
	Iteration 64Q: 3 clusters Score -9314723 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9314684.000000 Penalty: 5366.738770
	Iteration 65Q: 3 clusters Score -9314684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9314671.000000 Penalty: 5366.738770
	Iteration 66Q: 3 clusters Score -9314671 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9314658.000000 Penalty: 5366.738770
	Iteration 67Q: 3 clusters Score -9314658 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -9314643.000000 Penalty: 5366.738770
	Iteration 68Q: 3 clusters Score -9314643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -9314627.000000 Penalty: 5366.738770
	Iteration 69Q: 3 clusters Score -9314627 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -9314595.000000 Penalty: 5366.738770
	Iteration 70Q: 3 clusters Score -9314595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9314550.000000 Penalty: 5366.738770
	Iteration 71Q: 3 clusters Score -9314550 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -9314532.000000 Penalty: 5366.738770
	Iteration 72Q: 3 clusters Score -9314532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9314495.000000 Penalty: 5366.738770
	Iteration 73Q: 3 clusters Score -9314495 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -9314477.000000 Penalty: 5366.738770
	Iteration 74Q: 3 clusters Score -9314477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -9314484.000000 Penalty: 5366.738770
	Iteration 75Q: 3 clusters Score -9314484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9314479.000000 Penalty: 5366.738770
	Iteration 76Q: 3 clusters Score -9314479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -9314484.000000 Penalty: 5366.738770
	Iteration 77Q: 3 clusters Score -9314484 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -9314510.000000 Penalty: 5366.738770
	Iteration 78Q: 3 clusters Score -9314510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9314540.000000 Penalty: 5366.738770
	Iteration 79Q: 3 clusters Score -9314540 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -9314545.000000 Penalty: 5366.738770
	Iteration 80F: 3 clusters Score -9314545 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9314590.000000 Penalty: 5366.738770
	Iteration 81Q: 3 clusters Score -9314590 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -9314597.000000 Penalty: 5366.738770
	Iteration 82Q: 3 clusters Score -9314597 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -9314617.000000 Penalty: 5366.738770
	Iteration 83Q: 3 clusters Score -9314617 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9314636.000000 Penalty: 5366.738770
	Iteration 84Q: 3 clusters Score -9314636 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -9314639.000000 Penalty: 5366.738770
	Iteration 85Q: 3 clusters Score -9314639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9314616.000000 Penalty: 5366.738770
	Iteration 86Q: 3 clusters Score -9314616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -9314609.000000 Penalty: 5366.738770
	Iteration 87Q: 3 clusters Score -9314609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -9314616.000000 Penalty: 5366.738770
	Iteration 88Q: 3 clusters Score -9314616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9314620.000000 Penalty: 5366.738770
	Iteration 89Q: 3 clusters Score -9314620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -9314641.000000 Penalty: 5366.738770
	Iteration 90Q: 3 clusters Score -9314641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -9314652.000000 Penalty: 5366.738770
	Iteration 91Q: 3 clusters Score -9314652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9314662.000000 Penalty: 5366.738770
	Iteration 92Q: 3 clusters Score -9314662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -9314652.000000 Penalty: 5366.738770
	Iteration 93Q: 3 clusters Score -9314652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -9314667.000000 Penalty: 5366.738770
	Iteration 94Q: 3 clusters Score -9314667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -9314662.000000 Penalty: 5366.738770
	Iteration 95Q: 3 clusters Score -9314662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -9314661.000000 Penalty: 5366.738770
	Iteration 96Q: 3 clusters Score -9314661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9314672.000000 Penalty: 5366.738770
	Iteration 97Q: 3 clusters Score -9314672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -9314675.000000 Penalty: 5366.738770
	Iteration 98Q: 3 clusters Score -9314675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9314675.000000 Penalty: 5366.738770
	Iteration 99Q: 3 clusters Score -9314675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9314675.000000 Penalty: 5366.738770
	Iteration 100F: 3 clusters Score -9314675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 69701 members 
Mstep: Class 3 contains 77095 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 48272 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Entering Unmasked Estep 
Score: -136955520.000000 Penalty: 60367.855469
Splitting cluster 1 changes total score from -136956672.000000 to -136955520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (69701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Entering Unmasked Estep 
Score: -13212755.000000 Penalty: 2765.688477
	Iteration 0F: 2 clusters Score -1.321276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -13188109.000000 Penalty: 5531.376953
	Iteration 0F: 3 clusters Score -1.318811e+07 nChanged 32585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -13206700.000000 Penalty: 5531.376953
	Iteration 1F: 3 clusters Score -1.32067e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -13207397.000000 Penalty: 5531.376953
	Iteration 2Q: 3 clusters Score -1.32074e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -13208317.000000 Penalty: 5531.376953
	Iteration 3Q: 3 clusters Score -1.320832e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -13209476.000000 Penalty: 5531.376953
	Iteration 4Q: 3 clusters Score -1.320948e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -13210815.000000 Penalty: 5531.376953
	Iteration 5Q: 3 clusters Score -1.321082e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -13212548.000000 Penalty: 5531.376953
	Iteration 6Q: 3 clusters Score -1.321255e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -13214408.000000 Penalty: 5531.376953
	Iteration 7Q: 3 clusters Score -1.321441e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -13216329.000000 Penalty: 5531.376953
	Iteration 8F: 3 clusters Score -1.321633e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -13218301.000000 Penalty: 5531.376953
	Iteration 9F: 3 clusters Score -1.32183e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -13219902.000000 Penalty: 5531.376953
	Iteration 10Q: 3 clusters Score -1.32199e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -13220985.000000 Penalty: 5531.376953
	Iteration 11Q: 3 clusters Score -1.322098e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -13221587.000000 Penalty: 5531.376953
	Iteration 12Q: 3 clusters Score -1.322159e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -13221849.000000 Penalty: 5531.376953
	Iteration 13Q: 3 clusters Score -1.322185e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -13221968.000000 Penalty: 5531.376953
	Iteration 14Q: 3 clusters Score -1.322197e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -13222131.000000 Penalty: 5531.376953
	Iteration 15Q: 3 clusters Score -1.322213e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -13222276.000000 Penalty: 5531.376953
	Iteration 16Q: 3 clusters Score -1.322228e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -13222436.000000 Penalty: 5531.376953
	Iteration 17Q: 3 clusters Score -1.322244e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -13222580.000000 Penalty: 5531.376953
	Iteration 18Q: 3 clusters Score -1.322258e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -13222579.000000 Penalty: 5531.376953
	Iteration 19Q: 3 clusters Score -1.322258e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -13222661.000000 Penalty: 5531.376953
	Iteration 20F: 3 clusters Score -1.322266e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -13222679.000000 Penalty: 5531.376953
	Iteration 21Q: 3 clusters Score -1.322268e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -13222766.000000 Penalty: 5531.376953
	Iteration 22Q: 3 clusters Score -1.322277e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -13222807.000000 Penalty: 5531.376953
	Iteration 23Q: 3 clusters Score -1.322281e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -13222915.000000 Penalty: 5531.376953
	Iteration 24Q: 3 clusters Score -1.322292e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -13222943.000000 Penalty: 5531.376953
	Iteration 25Q: 3 clusters Score -1.322294e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -13223073.000000 Penalty: 5531.376953
	Iteration 26Q: 3 clusters Score -1.322307e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -13223133.000000 Penalty: 5531.376953
	Iteration 27Q: 3 clusters Score -1.322313e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -13223265.000000 Penalty: 5531.376953
	Iteration 28Q: 3 clusters Score -1.322326e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -13223481.000000 Penalty: 5531.376953
	Iteration 29Q: 3 clusters Score -1.322348e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -13223488.000000 Penalty: 5531.376953
	Iteration 30Q: 3 clusters Score -1.322349e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -13223547.000000 Penalty: 5531.376953
	Iteration 31Q: 3 clusters Score -1.322355e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -13223694.000000 Penalty: 5531.376953
	Iteration 32Q: 3 clusters Score -1.322369e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -13223800.000000 Penalty: 5531.376953
	Iteration 33Q: 3 clusters Score -1.32238e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -13223804.000000 Penalty: 5531.376953
	Iteration 34Q: 3 clusters Score -1.32238e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -13223875.000000 Penalty: 5531.376953
	Iteration 35Q: 3 clusters Score -1.322388e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -13223906.000000 Penalty: 5531.376953
	Iteration 36Q: 3 clusters Score -1.322391e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -13223856.000000 Penalty: 5531.376953
	Iteration 37Q: 3 clusters Score -1.322386e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -13223635.000000 Penalty: 5531.376953
	Iteration 38Q: 3 clusters Score -1.322364e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -13223432.000000 Penalty: 5531.376953
	Iteration 39Q: 3 clusters Score -1.322343e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -13223522.000000 Penalty: 5531.376953
	Iteration 40F: 3 clusters Score -1.322352e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -13222975.000000 Penalty: 5531.376953
	Iteration 41Q: 3 clusters Score -1.322298e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -13221999.000000 Penalty: 5531.376953
	Iteration 42Q: 3 clusters Score -1.3222e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -13221242.000000 Penalty: 5531.376953
	Iteration 43Q: 3 clusters Score -1.322124e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52527 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -13220646.000000 Penalty: 5531.376953
	Iteration 44Q: 3 clusters Score -1.322065e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -13220203.000000 Penalty: 5531.376953
	Iteration 45Q: 3 clusters Score -1.32202e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53840 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -13219800.000000 Penalty: 5531.376953
	Iteration 46Q: 3 clusters Score -1.32198e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -13219524.000000 Penalty: 5531.376953
	Iteration 47Q: 3 clusters Score -1.321952e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -13219248.000000 Penalty: 5531.376953
	Iteration 48Q: 3 clusters Score -1.321925e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -13219037.000000 Penalty: 5531.376953
	Iteration 49Q: 3 clusters Score -1.321904e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -13218931.000000 Penalty: 5531.376953
	Iteration 50Q: 3 clusters Score -1.321893e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -13218789.000000 Penalty: 5531.376953
	Iteration 51Q: 3 clusters Score -1.321879e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -13218777.000000 Penalty: 5531.376953
	Iteration 52Q: 3 clusters Score -1.321878e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -13218842.000000 Penalty: 5531.376953
	Iteration 53Q: 3 clusters Score -1.321884e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -13218889.000000 Penalty: 5531.376953
	Iteration 54Q: 3 clusters Score -1.321889e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -13218970.000000 Penalty: 5531.376953
	Iteration 55Q: 3 clusters Score -1.321897e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -13219051.000000 Penalty: 5531.376953
	Iteration 56Q: 3 clusters Score -1.321905e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -13219175.000000 Penalty: 5531.376953
	Iteration 57Q: 3 clusters Score -1.321918e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -13219321.000000 Penalty: 5531.376953
	Iteration 58Q: 3 clusters Score -1.321932e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -13219470.000000 Penalty: 5531.376953
	Iteration 59Q: 3 clusters Score -1.321947e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -13219559.000000 Penalty: 5531.376953
	Iteration 60F: 3 clusters Score -1.321956e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -13219599.000000 Penalty: 5531.376953
	Iteration 61Q: 3 clusters Score -1.32196e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -13219714.000000 Penalty: 5531.376953
	Iteration 62Q: 3 clusters Score -1.321971e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -13219803.000000 Penalty: 5531.376953
	Iteration 63Q: 3 clusters Score -1.32198e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -13219882.000000 Penalty: 5531.376953
	Iteration 64Q: 3 clusters Score -1.321988e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -13219993.000000 Penalty: 5531.376953
	Iteration 65Q: 3 clusters Score -1.321999e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -13220109.000000 Penalty: 5531.376953
	Iteration 66Q: 3 clusters Score -1.322011e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -13220199.000000 Penalty: 5531.376953
	Iteration 67Q: 3 clusters Score -1.32202e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -13220282.000000 Penalty: 5531.376953
	Iteration 68Q: 3 clusters Score -1.322028e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -13220415.000000 Penalty: 5531.376953
	Iteration 69Q: 3 clusters Score -1.322042e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -13220546.000000 Penalty: 5531.376953
	Iteration 70Q: 3 clusters Score -1.322055e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -13220712.000000 Penalty: 5531.376953
	Iteration 71Q: 3 clusters Score -1.322071e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -13220805.000000 Penalty: 5531.376953
	Iteration 72Q: 3 clusters Score -1.32208e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -13220918.000000 Penalty: 5531.376953
	Iteration 73Q: 3 clusters Score -1.322092e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -13221019.000000 Penalty: 5531.376953
	Iteration 74Q: 3 clusters Score -1.322102e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -13221086.000000 Penalty: 5531.376953
	Iteration 75Q: 3 clusters Score -1.322109e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -13221208.000000 Penalty: 5531.376953
	Iteration 76Q: 3 clusters Score -1.322121e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -13221335.000000 Penalty: 5531.376953
	Iteration 77Q: 3 clusters Score -1.322134e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -13221366.000000 Penalty: 5531.376953
	Iteration 78Q: 3 clusters Score -1.322137e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -13221421.000000 Penalty: 5531.376953
	Iteration 79Q: 3 clusters Score -1.322142e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -13221473.000000 Penalty: 5531.376953
	Iteration 80F: 3 clusters Score -1.322147e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47235 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -13221494.000000 Penalty: 5531.376953
	Iteration 81Q: 3 clusters Score -1.322149e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -13221541.000000 Penalty: 5531.376953
	Iteration 82Q: 3 clusters Score -1.322154e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -13221580.000000 Penalty: 5531.376953
	Iteration 83Q: 3 clusters Score -1.322158e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -13221630.000000 Penalty: 5531.376953
	Iteration 84Q: 3 clusters Score -1.322163e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -13221611.000000 Penalty: 5531.376953
	Iteration 85Q: 3 clusters Score -1.322161e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -13221630.000000 Penalty: 5531.376953
	Iteration 86Q: 3 clusters Score -1.322163e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -13221638.000000 Penalty: 5531.376953
	Iteration 87Q: 3 clusters Score -1.322164e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -13221612.000000 Penalty: 5531.376953
	Iteration 88Q: 3 clusters Score -1.322161e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -13221647.000000 Penalty: 5531.376953
	Iteration 89Q: 3 clusters Score -1.322165e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -13221648.000000 Penalty: 5531.376953
	Iteration 90Q: 3 clusters Score -1.322165e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -13221689.000000 Penalty: 5531.376953
	Iteration 91Q: 3 clusters Score -1.322169e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -13221710.000000 Penalty: 5531.376953
	Iteration 92Q: 3 clusters Score -1.322171e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -13221701.000000 Penalty: 5531.376953
	Iteration 93Q: 3 clusters Score -1.32217e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -13221686.000000 Penalty: 5531.376953
	Iteration 94Q: 3 clusters Score -1.322169e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -13221733.000000 Penalty: 5531.376953
	Iteration 95Q: 3 clusters Score -1.322173e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -13221721.000000 Penalty: 5531.376953
	Iteration 96Q: 3 clusters Score -1.322172e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -13221714.000000 Penalty: 5531.376953
	Iteration 97Q: 3 clusters Score -1.322171e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -13221703.000000 Penalty: 5531.376953
	Iteration 98Q: 3 clusters Score -1.32217e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -13221726.000000 Penalty: 5531.376953
	Iteration 99Q: 3 clusters Score -1.322173e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -13221725.000000 Penalty: 5531.376953
	Iteration 100F: 3 clusters Score -1.322172e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -13221765.000000 Penalty: 5531.376953
	Iteration 101Q: 3 clusters Score -1.322176e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -13221787.000000 Penalty: 5531.376953
	Iteration 102Q: 3 clusters Score -1.322179e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -13221806.000000 Penalty: 5531.376953
	Iteration 103Q: 3 clusters Score -1.322181e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -13221830.000000 Penalty: 5531.376953
	Iteration 104Q: 3 clusters Score -1.322183e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -13221863.000000 Penalty: 5531.376953
	Iteration 105Q: 3 clusters Score -1.322186e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -13221897.000000 Penalty: 5531.376953
	Iteration 106Q: 3 clusters Score -1.32219e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -13221928.000000 Penalty: 5531.376953
	Iteration 107Q: 3 clusters Score -1.322193e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -13221928.000000 Penalty: 5531.376953
	Iteration 108Q: 3 clusters Score -1.322193e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -13221939.000000 Penalty: 5531.376953
	Iteration 109Q: 3 clusters Score -1.322194e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -13221942.000000 Penalty: 5531.376953
	Iteration 110Q: 3 clusters Score -1.322194e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -13222006.000000 Penalty: 5531.376953
	Iteration 111Q: 3 clusters Score -1.322201e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -13222031.000000 Penalty: 5531.376953
	Iteration 112Q: 3 clusters Score -1.322203e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -13222025.000000 Penalty: 5531.376953
	Iteration 113Q: 3 clusters Score -1.322202e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -13222068.000000 Penalty: 5531.376953
	Iteration 114Q: 3 clusters Score -1.322207e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -13222133.000000 Penalty: 5531.376953
	Iteration 115Q: 3 clusters Score -1.322213e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13222117.000000 Penalty: 5531.376953
	Iteration 116Q: 3 clusters Score -1.322212e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -13222133.000000 Penalty: 5531.376953
	Iteration 117Q: 3 clusters Score -1.322213e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -13222197.000000 Penalty: 5531.376953
	Iteration 118Q: 3 clusters Score -1.32222e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -13222269.000000 Penalty: 5531.376953
	Iteration 119Q: 3 clusters Score -1.322227e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -13222319.000000 Penalty: 5531.376953
	Iteration 120F: 3 clusters Score -1.322232e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -13222353.000000 Penalty: 5531.376953
	Iteration 121Q: 3 clusters Score -1.322235e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -13222451.000000 Penalty: 5531.376953
	Iteration 122Q: 3 clusters Score -1.322245e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -13222496.000000 Penalty: 5531.376953
	Iteration 123Q: 3 clusters Score -1.32225e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -13222530.000000 Penalty: 5531.376953
	Iteration 124Q: 3 clusters Score -1.322253e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -13222572.000000 Penalty: 5531.376953
	Iteration 125Q: 3 clusters Score -1.322257e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -13222611.000000 Penalty: 5531.376953
	Iteration 126Q: 3 clusters Score -1.322261e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -13222703.000000 Penalty: 5531.376953
	Iteration 127Q: 3 clusters Score -1.32227e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -13222784.000000 Penalty: 5531.376953
	Iteration 128Q: 3 clusters Score -1.322278e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -13222909.000000 Penalty: 5531.376953
	Iteration 129Q: 3 clusters Score -1.322291e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -13223013.000000 Penalty: 5531.376953
	Iteration 130Q: 3 clusters Score -1.322301e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -13223127.000000 Penalty: 5531.376953
	Iteration 131Q: 3 clusters Score -1.322313e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -13223192.000000 Penalty: 5531.376953
	Iteration 132Q: 3 clusters Score -1.322319e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -13223335.000000 Penalty: 5531.376953
	Iteration 133Q: 3 clusters Score -1.322334e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -13223402.000000 Penalty: 5531.376953
	Iteration 134Q: 3 clusters Score -1.32234e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -13223486.000000 Penalty: 5531.376953
	Iteration 135Q: 3 clusters Score -1.322349e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -13223700.000000 Penalty: 5531.376953
	Iteration 136Q: 3 clusters Score -1.32237e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -13223784.000000 Penalty: 5531.376953
	Iteration 137Q: 3 clusters Score -1.322378e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -13223859.000000 Penalty: 5531.376953
	Iteration 138Q: 3 clusters Score -1.322386e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -13224003.000000 Penalty: 5531.376953
	Iteration 139Q: 3 clusters Score -1.3224e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -13224145.000000 Penalty: 5531.376953
	Iteration 140F: 3 clusters Score -1.322414e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -13224257.000000 Penalty: 5531.376953
	Iteration 141Q: 3 clusters Score -1.322426e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -13224406.000000 Penalty: 5531.376953
	Iteration 142Q: 3 clusters Score -1.322441e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -13224609.000000 Penalty: 5531.376953
	Iteration 143Q: 3 clusters Score -1.322461e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -13224692.000000 Penalty: 5531.376953
	Iteration 144Q: 3 clusters Score -1.322469e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -13224761.000000 Penalty: 5531.376953
	Iteration 145Q: 3 clusters Score -1.322476e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -13224683.000000 Penalty: 5531.376953
	Iteration 146Q: 3 clusters Score -1.322468e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -13224667.000000 Penalty: 5531.376953
	Iteration 147Q: 3 clusters Score -1.322467e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -13224619.000000 Penalty: 5531.376953
	Iteration 148Q: 3 clusters Score -1.322462e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -13224650.000000 Penalty: 5531.376953
	Iteration 149Q: 3 clusters Score -1.322465e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -13224626.000000 Penalty: 5531.376953
	Iteration 150Q: 3 clusters Score -1.322463e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -13224604.000000 Penalty: 5531.376953
	Iteration 151Q: 3 clusters Score -1.32246e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -13224620.000000 Penalty: 5531.376953
	Iteration 152Q: 3 clusters Score -1.322462e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -13224557.000000 Penalty: 5531.376953
	Iteration 153Q: 3 clusters Score -1.322456e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -13224553.000000 Penalty: 5531.376953
	Iteration 154Q: 3 clusters Score -1.322455e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -13224522.000000 Penalty: 5531.376953
	Iteration 155Q: 3 clusters Score -1.322452e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -13224488.000000 Penalty: 5531.376953
	Iteration 156Q: 3 clusters Score -1.322449e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -13224457.000000 Penalty: 5531.376953
	Iteration 157Q: 3 clusters Score -1.322446e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -13224452.000000 Penalty: 5531.376953
	Iteration 158Q: 3 clusters Score -1.322445e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -13224415.000000 Penalty: 5531.376953
	Iteration 159Q: 3 clusters Score -1.322442e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -13224410.000000 Penalty: 5531.376953
	Iteration 160F: 3 clusters Score -1.322441e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -13224383.000000 Penalty: 5531.376953
	Iteration 161Q: 3 clusters Score -1.322438e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -13224376.000000 Penalty: 5531.376953
	Iteration 162Q: 3 clusters Score -1.322438e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -13224350.000000 Penalty: 5531.376953
	Iteration 163Q: 3 clusters Score -1.322435e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -13224328.000000 Penalty: 5531.376953
	Iteration 164Q: 3 clusters Score -1.322433e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -13224293.000000 Penalty: 5531.376953
	Iteration 165Q: 3 clusters Score -1.322429e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -13224351.000000 Penalty: 5531.376953
	Iteration 166Q: 3 clusters Score -1.322435e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -13224352.000000 Penalty: 5531.376953
	Iteration 167Q: 3 clusters Score -1.322435e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -13224319.000000 Penalty: 5531.376953
	Iteration 168Q: 3 clusters Score -1.322432e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -13224348.000000 Penalty: 5531.376953
	Iteration 169Q: 3 clusters Score -1.322435e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -13224333.000000 Penalty: 5531.376953
	Iteration 170Q: 3 clusters Score -1.322433e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -13224311.000000 Penalty: 5531.376953
	Iteration 171Q: 3 clusters Score -1.322431e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -13224295.000000 Penalty: 5531.376953
	Iteration 172Q: 3 clusters Score -1.32243e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -13224303.000000 Penalty: 5531.376953
	Iteration 173Q: 3 clusters Score -1.32243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -13224279.000000 Penalty: 5531.376953
	Iteration 174Q: 3 clusters Score -1.322428e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -13224299.000000 Penalty: 5531.376953
	Iteration 175Q: 3 clusters Score -1.32243e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -13224282.000000 Penalty: 5531.376953
	Iteration 176Q: 3 clusters Score -1.322428e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -13224274.000000 Penalty: 5531.376953
	Iteration 177Q: 3 clusters Score -1.322427e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -13224291.000000 Penalty: 5531.376953
	Iteration 178Q: 3 clusters Score -1.322429e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -13224317.000000 Penalty: 5531.376953
	Iteration 179Q: 3 clusters Score -1.322432e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -13224304.000000 Penalty: 5531.376953
	Iteration 180F: 3 clusters Score -1.32243e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -13224316.000000 Penalty: 5531.376953
	Iteration 181Q: 3 clusters Score -1.322432e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -13224340.000000 Penalty: 5531.376953
	Iteration 182Q: 3 clusters Score -1.322434e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -13224348.000000 Penalty: 5531.376953
	Iteration 183Q: 3 clusters Score -1.322435e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -13224360.000000 Penalty: 5531.376953
	Iteration 184Q: 3 clusters Score -1.322436e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -13224345.000000 Penalty: 5531.376953
	Iteration 185Q: 3 clusters Score -1.322434e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -13224342.000000 Penalty: 5531.376953
	Iteration 186Q: 3 clusters Score -1.322434e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -13224360.000000 Penalty: 5531.376953
	Iteration 187Q: 3 clusters Score -1.322436e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -13224360.000000 Penalty: 5531.376953
	Iteration 188Q: 3 clusters Score -1.322436e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -13224347.000000 Penalty: 5531.376953
	Iteration 189Q: 3 clusters Score -1.322435e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -13224319.000000 Penalty: 5531.376953
	Iteration 190Q: 3 clusters Score -1.322432e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -13224299.000000 Penalty: 5531.376953
	Iteration 191Q: 3 clusters Score -1.32243e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -13224318.000000 Penalty: 5531.376953
	Iteration 192Q: 3 clusters Score -1.322432e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -13224321.000000 Penalty: 5531.376953
	Iteration 193Q: 3 clusters Score -1.322432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -13224294.000000 Penalty: 5531.376953
	Iteration 194Q: 3 clusters Score -1.322429e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -13224309.000000 Penalty: 5531.376953
	Iteration 195Q: 3 clusters Score -1.322431e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -13224366.000000 Penalty: 5531.376953
	Iteration 196Q: 3 clusters Score -1.322437e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -13224355.000000 Penalty: 5531.376953
	Iteration 197Q: 3 clusters Score -1.322436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -13224336.000000 Penalty: 5531.376953
	Iteration 198Q: 3 clusters Score -1.322434e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -13224318.000000 Penalty: 5531.376953
	Iteration 199Q: 3 clusters Score -1.322432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -13224327.000000 Penalty: 5531.376953
	Iteration 200F: 3 clusters Score -1.322433e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -13224350.000000 Penalty: 5531.376953
	Iteration 201Q: 3 clusters Score -1.322435e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -13224364.000000 Penalty: 5531.376953
	Iteration 202Q: 3 clusters Score -1.322436e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -13224348.000000 Penalty: 5531.376953
	Iteration 203Q: 3 clusters Score -1.322435e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -13224344.000000 Penalty: 5531.376953
	Iteration 204Q: 3 clusters Score -1.322434e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -13224348.000000 Penalty: 5531.376953
	Iteration 205Q: 3 clusters Score -1.322435e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -13224363.000000 Penalty: 5531.376953
	Iteration 206Q: 3 clusters Score -1.322436e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -13224371.000000 Penalty: 5531.376953
	Iteration 207Q: 3 clusters Score -1.322437e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -13224378.000000 Penalty: 5531.376953
	Iteration 208Q: 3 clusters Score -1.322438e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -13224349.000000 Penalty: 5531.376953
	Iteration 209Q: 3 clusters Score -1.322435e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -13224387.000000 Penalty: 5531.376953
	Iteration 210Q: 3 clusters Score -1.322439e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -13224378.000000 Penalty: 5531.376953
	Iteration 211Q: 3 clusters Score -1.322438e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -13224376.000000 Penalty: 5531.376953
	Iteration 212Q: 3 clusters Score -1.322438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -13224378.000000 Penalty: 5531.376953
	Iteration 213Q: 3 clusters Score -1.322438e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -13224411.000000 Penalty: 5531.376953
	Iteration 214Q: 3 clusters Score -1.322441e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -13224407.000000 Penalty: 5531.376953
	Iteration 215Q: 3 clusters Score -1.322441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -13224401.000000 Penalty: 5531.376953
	Iteration 216Q: 3 clusters Score -1.32244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 217Q: 3 clusters Score -1.322442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -13224406.000000 Penalty: 5531.376953
	Iteration 218Q: 3 clusters Score -1.322441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -13224421.000000 Penalty: 5531.376953
	Iteration 219Q: 3 clusters Score -1.322442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -13224423.000000 Penalty: 5531.376953
	Iteration 220F: 3 clusters Score -1.322442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -13224413.000000 Penalty: 5531.376953
	Iteration 221Q: 3 clusters Score -1.322441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -13224410.000000 Penalty: 5531.376953
	Iteration 222Q: 3 clusters Score -1.322441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -13224420.000000 Penalty: 5531.376953
	Iteration 223Q: 3 clusters Score -1.322442e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -13224423.000000 Penalty: 5531.376953
	Iteration 224Q: 3 clusters Score -1.322442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -13224420.000000 Penalty: 5531.376953
	Iteration 225Q: 3 clusters Score -1.322442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -13224408.000000 Penalty: 5531.376953
	Iteration 226Q: 3 clusters Score -1.322441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 42662 members 
Entering Unmasked Estep 
Score: -13224433.000000 Penalty: 5531.376953
	Iteration 227Q: 3 clusters Score -1.322443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -13224451.000000 Penalty: 5531.376953
	Iteration 228Q: 3 clusters Score -1.322445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -13224445.000000 Penalty: 5531.376953
	Iteration 229Q: 3 clusters Score -1.322444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -13224439.000000 Penalty: 5531.376953
	Iteration 230Q: 3 clusters Score -1.322444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -13224437.000000 Penalty: 5531.376953
	Iteration 231Q: 3 clusters Score -1.322444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -13224429.000000 Penalty: 5531.376953
	Iteration 232Q: 3 clusters Score -1.322443e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -13224423.000000 Penalty: 5531.376953
	Iteration 233Q: 3 clusters Score -1.322442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -13224424.000000 Penalty: 5531.376953
	Iteration 234Q: 3 clusters Score -1.322442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -13224424.000000 Penalty: 5531.376953
	Iteration 235Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 236Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 237Q: 3 clusters Score -1.322442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -13224423.000000 Penalty: 5531.376953
	Iteration 238Q: 3 clusters Score -1.322442e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -13224427.000000 Penalty: 5531.376953
	Iteration 239Q: 3 clusters Score -1.322443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -13224424.000000 Penalty: 5531.376953
	Iteration 240F: 3 clusters Score -1.322442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -13224424.000000 Penalty: 5531.376953
	Iteration 241Q: 3 clusters Score -1.322442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 242Q: 3 clusters Score -1.322442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -13224414.000000 Penalty: 5531.376953
	Iteration 243Q: 3 clusters Score -1.322441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -13224408.000000 Penalty: 5531.376953
	Iteration 244Q: 3 clusters Score -1.322441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -13224417.000000 Penalty: 5531.376953
	Iteration 245Q: 3 clusters Score -1.322442e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -13224433.000000 Penalty: 5531.376953
	Iteration 246Q: 3 clusters Score -1.322443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -13224437.000000 Penalty: 5531.376953
	Iteration 247Q: 3 clusters Score -1.322444e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -13224409.000000 Penalty: 5531.376953
	Iteration 248Q: 3 clusters Score -1.322441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -13224412.000000 Penalty: 5531.376953
	Iteration 249Q: 3 clusters Score -1.322441e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13224426.000000 Penalty: 5531.376953
	Iteration 250Q: 3 clusters Score -1.322443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13224430.000000 Penalty: 5531.376953
	Iteration 251Q: 3 clusters Score -1.322443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 252Q: 3 clusters Score -1.322442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -13224427.000000 Penalty: 5531.376953
	Iteration 253Q: 3 clusters Score -1.322443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 254Q: 3 clusters Score -1.322442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -13224432.000000 Penalty: 5531.376953
	Iteration 255Q: 3 clusters Score -1.322443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -13224427.000000 Penalty: 5531.376953
	Iteration 256Q: 3 clusters Score -1.322443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -13224420.000000 Penalty: 5531.376953
	Iteration 257Q: 3 clusters Score -1.322442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 258Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -13224415.000000 Penalty: 5531.376953
	Iteration 259Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 260F: 3 clusters Score -1.322442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 261Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -13224407.000000 Penalty: 5531.376953
	Iteration 262Q: 3 clusters Score -1.322441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -13224416.000000 Penalty: 5531.376953
	Iteration 263Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -13224420.000000 Penalty: 5531.376953
	Iteration 264Q: 3 clusters Score -1.322442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -13224422.000000 Penalty: 5531.376953
	Iteration 265Q: 3 clusters Score -1.322442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -13224426.000000 Penalty: 5531.376953
	Iteration 266Q: 3 clusters Score -1.322443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -13224430.000000 Penalty: 5531.376953
	Iteration 267Q: 3 clusters Score -1.322443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -13224419.000000 Penalty: 5531.376953
	Iteration 268Q: 3 clusters Score -1.322442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 269Q: 3 clusters Score -1.322442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -13224418.000000 Penalty: 5531.376953
	Iteration 270F: 3 clusters Score -1.322442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 77095 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Entering Unmasked Estep 
Score: -136967280.000000 Penalty: 60367.855469
Splitting cluster 2 changes total score from -136956672.000000 to -136967280.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (77095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Entering Unmasked Estep 
Score: -14349841.000000 Penalty: 2790.692627
	Iteration 0F: 2 clusters Score -1.434984e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -14322481.000000 Penalty: 5581.385254
	Iteration 0F: 3 clusters Score -1.432248e+07 nChanged 36127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -14342576.000000 Penalty: 5581.385254
	Iteration 1F: 3 clusters Score -1.434258e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -14343373.000000 Penalty: 5581.385254
	Iteration 2Q: 3 clusters Score -1.434337e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -14344234.000000 Penalty: 5581.385254
	Iteration 3Q: 3 clusters Score -1.434423e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -14345321.000000 Penalty: 5581.385254
	Iteration 4Q: 3 clusters Score -1.434532e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -14346568.000000 Penalty: 5581.385254
	Iteration 5Q: 3 clusters Score -1.434657e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -14348315.000000 Penalty: 5581.385254
	Iteration 6Q: 3 clusters Score -1.434832e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -14350604.000000 Penalty: 5581.385254
	Iteration 7F: 3 clusters Score -1.43506e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -14353928.000000 Penalty: 5581.385254
	Iteration 8F: 3 clusters Score -1.435393e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -14357708.000000 Penalty: 5581.385254
	Iteration 9F: 3 clusters Score -1.435771e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -14360758.000000 Penalty: 5581.385254
	Iteration 10F: 3 clusters Score -1.436076e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -14362167.000000 Penalty: 5581.385254
	Iteration 11Q: 3 clusters Score -1.436217e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -14362594.000000 Penalty: 5581.385254
	Iteration 12Q: 3 clusters Score -1.436259e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -14362789.000000 Penalty: 5581.385254
	Iteration 13Q: 3 clusters Score -1.436279e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -14362880.000000 Penalty: 5581.385254
	Iteration 14Q: 3 clusters Score -1.436288e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -14362939.000000 Penalty: 5581.385254
	Iteration 15Q: 3 clusters Score -1.436294e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -14362944.000000 Penalty: 5581.385254
	Iteration 16Q: 3 clusters Score -1.436294e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -14363016.000000 Penalty: 5581.385254
	Iteration 17Q: 3 clusters Score -1.436302e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -14363020.000000 Penalty: 5581.385254
	Iteration 18Q: 3 clusters Score -1.436302e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -14363038.000000 Penalty: 5581.385254
	Iteration 19Q: 3 clusters Score -1.436304e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -14363070.000000 Penalty: 5581.385254
	Iteration 20F: 3 clusters Score -1.436307e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -14363089.000000 Penalty: 5581.385254
	Iteration 21Q: 3 clusters Score -1.436309e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -14363090.000000 Penalty: 5581.385254
	Iteration 22Q: 3 clusters Score -1.436309e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -14363084.000000 Penalty: 5581.385254
	Iteration 23Q: 3 clusters Score -1.436308e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -14363118.000000 Penalty: 5581.385254
	Iteration 24Q: 3 clusters Score -1.436312e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36407 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -14363133.000000 Penalty: 5581.385254
	Iteration 25Q: 3 clusters Score -1.436313e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -14363164.000000 Penalty: 5581.385254
	Iteration 26Q: 3 clusters Score -1.436316e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -14363210.000000 Penalty: 5581.385254
	Iteration 27Q: 3 clusters Score -1.436321e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -14363271.000000 Penalty: 5581.385254
	Iteration 28Q: 3 clusters Score -1.436327e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -14363307.000000 Penalty: 5581.385254
	Iteration 29Q: 3 clusters Score -1.436331e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -14363294.000000 Penalty: 5581.385254
	Iteration 30Q: 3 clusters Score -1.436329e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -14363339.000000 Penalty: 5581.385254
	Iteration 31Q: 3 clusters Score -1.436334e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -14363333.000000 Penalty: 5581.385254
	Iteration 32Q: 3 clusters Score -1.436333e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -14363359.000000 Penalty: 5581.385254
	Iteration 33Q: 3 clusters Score -1.436336e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -14363398.000000 Penalty: 5581.385254
	Iteration 34Q: 3 clusters Score -1.43634e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -14363406.000000 Penalty: 5581.385254
	Iteration 35Q: 3 clusters Score -1.436341e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -14363417.000000 Penalty: 5581.385254
	Iteration 36Q: 3 clusters Score -1.436342e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -14363394.000000 Penalty: 5581.385254
	Iteration 37Q: 3 clusters Score -1.436339e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -14363396.000000 Penalty: 5581.385254
	Iteration 38Q: 3 clusters Score -1.43634e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -14363455.000000 Penalty: 5581.385254
	Iteration 39Q: 3 clusters Score -1.436346e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 38483 members 
Entering Unmasked Estep 
Score: -14363443.000000 Penalty: 5581.385254
	Iteration 40F: 3 clusters Score -1.436344e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -14363435.000000 Penalty: 5581.385254
	Iteration 41Q: 3 clusters Score -1.436344e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -14363468.000000 Penalty: 5581.385254
	Iteration 42Q: 3 clusters Score -1.436347e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -14363474.000000 Penalty: 5581.385254
	Iteration 43Q: 3 clusters Score -1.436347e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 37885 members 
Entering Unmasked Estep 
Score: -14363438.000000 Penalty: 5581.385254
	Iteration 44Q: 3 clusters Score -1.436344e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -14363395.000000 Penalty: 5581.385254
	Iteration 45Q: 3 clusters Score -1.43634e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -14363413.000000 Penalty: 5581.385254
	Iteration 46Q: 3 clusters Score -1.436341e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -14363406.000000 Penalty: 5581.385254
	Iteration 47Q: 3 clusters Score -1.436341e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -14363413.000000 Penalty: 5581.385254
	Iteration 48Q: 3 clusters Score -1.436341e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -14363418.000000 Penalty: 5581.385254
	Iteration 49Q: 3 clusters Score -1.436342e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -14363411.000000 Penalty: 5581.385254
	Iteration 50Q: 3 clusters Score -1.436341e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -14363436.000000 Penalty: 5581.385254
	Iteration 51Q: 3 clusters Score -1.436344e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -14363424.000000 Penalty: 5581.385254
	Iteration 52Q: 3 clusters Score -1.436342e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -14363411.000000 Penalty: 5581.385254
	Iteration 53Q: 3 clusters Score -1.436341e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -14363426.000000 Penalty: 5581.385254
	Iteration 54Q: 3 clusters Score -1.436343e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -14363384.000000 Penalty: 5581.385254
	Iteration 55Q: 3 clusters Score -1.436338e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -14363395.000000 Penalty: 5581.385254
	Iteration 56Q: 3 clusters Score -1.43634e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -14363409.000000 Penalty: 5581.385254
	Iteration 57Q: 3 clusters Score -1.436341e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -14363401.000000 Penalty: 5581.385254
	Iteration 58Q: 3 clusters Score -1.43634e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -14363337.000000 Penalty: 5581.385254
	Iteration 59Q: 3 clusters Score -1.436334e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -14363339.000000 Penalty: 5581.385254
	Iteration 60F: 3 clusters Score -1.436334e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -14363263.000000 Penalty: 5581.385254
	Iteration 61Q: 3 clusters Score -1.436326e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -14363229.000000 Penalty: 5581.385254
	Iteration 62Q: 3 clusters Score -1.436323e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -14363182.000000 Penalty: 5581.385254
	Iteration 63Q: 3 clusters Score -1.436318e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -14363097.000000 Penalty: 5581.385254
	Iteration 64Q: 3 clusters Score -1.43631e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -14363071.000000 Penalty: 5581.385254
	Iteration 65Q: 3 clusters Score -1.436307e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -14363022.000000 Penalty: 5581.385254
	Iteration 66Q: 3 clusters Score -1.436302e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -14362970.000000 Penalty: 5581.385254
	Iteration 67Q: 3 clusters Score -1.436297e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -14362878.000000 Penalty: 5581.385254
	Iteration 68Q: 3 clusters Score -1.436288e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -14362820.000000 Penalty: 5581.385254
	Iteration 69Q: 3 clusters Score -1.436282e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -14362734.000000 Penalty: 5581.385254
	Iteration 70Q: 3 clusters Score -1.436273e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -14362696.000000 Penalty: 5581.385254
	Iteration 71Q: 3 clusters Score -1.43627e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -14362638.000000 Penalty: 5581.385254
	Iteration 72Q: 3 clusters Score -1.436264e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -14362541.000000 Penalty: 5581.385254
	Iteration 73Q: 3 clusters Score -1.436254e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -14362463.000000 Penalty: 5581.385254
	Iteration 74Q: 3 clusters Score -1.436246e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -14362457.000000 Penalty: 5581.385254
	Iteration 75Q: 3 clusters Score -1.436246e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -14362417.000000 Penalty: 5581.385254
	Iteration 76Q: 3 clusters Score -1.436242e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -14362389.000000 Penalty: 5581.385254
	Iteration 77Q: 3 clusters Score -1.436239e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -14362346.000000 Penalty: 5581.385254
	Iteration 78Q: 3 clusters Score -1.436235e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -14362256.000000 Penalty: 5581.385254
	Iteration 79Q: 3 clusters Score -1.436226e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -14362174.000000 Penalty: 5581.385254
	Iteration 80F: 3 clusters Score -1.436217e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -14362113.000000 Penalty: 5581.385254
	Iteration 81Q: 3 clusters Score -1.436211e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -14362049.000000 Penalty: 5581.385254
	Iteration 82Q: 3 clusters Score -1.436205e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -14361962.000000 Penalty: 5581.385254
	Iteration 83Q: 3 clusters Score -1.436196e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -14361890.000000 Penalty: 5581.385254
	Iteration 84Q: 3 clusters Score -1.436189e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -14361848.000000 Penalty: 5581.385254
	Iteration 85Q: 3 clusters Score -1.436185e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -14361794.000000 Penalty: 5581.385254
	Iteration 86Q: 3 clusters Score -1.436179e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -14361752.000000 Penalty: 5581.385254
	Iteration 87Q: 3 clusters Score -1.436175e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -14361727.000000 Penalty: 5581.385254
	Iteration 88Q: 3 clusters Score -1.436173e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -14361716.000000 Penalty: 5581.385254
	Iteration 89Q: 3 clusters Score -1.436172e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -14361772.000000 Penalty: 5581.385254
	Iteration 90Q: 3 clusters Score -1.436177e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -14361762.000000 Penalty: 5581.385254
	Iteration 91Q: 3 clusters Score -1.436176e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -14361771.000000 Penalty: 5581.385254
	Iteration 92Q: 3 clusters Score -1.436177e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 29686 members 
Entering Unmasked Estep 
Score: -14361813.000000 Penalty: 5581.385254
	Iteration 93Q: 3 clusters Score -1.436181e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -14361866.000000 Penalty: 5581.385254
	Iteration 94Q: 3 clusters Score -1.436187e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -14361887.000000 Penalty: 5581.385254
	Iteration 95Q: 3 clusters Score -1.436189e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -14361876.000000 Penalty: 5581.385254
	Iteration 96Q: 3 clusters Score -1.436188e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -14361870.000000 Penalty: 5581.385254
	Iteration 97Q: 3 clusters Score -1.436187e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -14361965.000000 Penalty: 5581.385254
	Iteration 98Q: 3 clusters Score -1.436196e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -14362037.000000 Penalty: 5581.385254
	Iteration 99Q: 3 clusters Score -1.436204e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -14362077.000000 Penalty: 5581.385254
	Iteration 100F: 3 clusters Score -1.436208e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -14362083.000000 Penalty: 5581.385254
	Iteration 101Q: 3 clusters Score -1.436208e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -14362141.000000 Penalty: 5581.385254
	Iteration 102Q: 3 clusters Score -1.436214e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -14362141.000000 Penalty: 5581.385254
	Iteration 103Q: 3 clusters Score -1.436214e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -14362105.000000 Penalty: 5581.385254
	Iteration 104Q: 3 clusters Score -1.43621e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -14362143.000000 Penalty: 5581.385254
	Iteration 105Q: 3 clusters Score -1.436214e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -14362169.000000 Penalty: 5581.385254
	Iteration 106Q: 3 clusters Score -1.436217e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -14362163.000000 Penalty: 5581.385254
	Iteration 107Q: 3 clusters Score -1.436216e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -14362181.000000 Penalty: 5581.385254
	Iteration 108Q: 3 clusters Score -1.436218e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -14362179.000000 Penalty: 5581.385254
	Iteration 109Q: 3 clusters Score -1.436218e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -14362214.000000 Penalty: 5581.385254
	Iteration 110Q: 3 clusters Score -1.436221e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -14362224.000000 Penalty: 5581.385254
	Iteration 111Q: 3 clusters Score -1.436222e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -14362226.000000 Penalty: 5581.385254
	Iteration 112Q: 3 clusters Score -1.436223e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -14362233.000000 Penalty: 5581.385254
	Iteration 113Q: 3 clusters Score -1.436223e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -14362236.000000 Penalty: 5581.385254
	Iteration 114Q: 3 clusters Score -1.436224e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -14362233.000000 Penalty: 5581.385254
	Iteration 115Q: 3 clusters Score -1.436223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -14362230.000000 Penalty: 5581.385254
	Iteration 116Q: 3 clusters Score -1.436223e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -14362236.000000 Penalty: 5581.385254
	Iteration 117Q: 3 clusters Score -1.436224e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -14362255.000000 Penalty: 5581.385254
	Iteration 118Q: 3 clusters Score -1.436226e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -14362258.000000 Penalty: 5581.385254
	Iteration 119Q: 3 clusters Score -1.436226e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -14362272.000000 Penalty: 5581.385254
	Iteration 120F: 3 clusters Score -1.436227e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -14362285.000000 Penalty: 5581.385254
	Iteration 121Q: 3 clusters Score -1.436228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -14362262.000000 Penalty: 5581.385254
	Iteration 122Q: 3 clusters Score -1.436226e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -14362252.000000 Penalty: 5581.385254
	Iteration 123Q: 3 clusters Score -1.436225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -14362276.000000 Penalty: 5581.385254
	Iteration 124Q: 3 clusters Score -1.436228e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -14362290.000000 Penalty: 5581.385254
	Iteration 125Q: 3 clusters Score -1.436229e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -14362297.000000 Penalty: 5581.385254
	Iteration 126Q: 3 clusters Score -1.43623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -14362302.000000 Penalty: 5581.385254
	Iteration 127Q: 3 clusters Score -1.43623e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -14362312.000000 Penalty: 5581.385254
	Iteration 128Q: 3 clusters Score -1.436231e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -14362342.000000 Penalty: 5581.385254
	Iteration 129Q: 3 clusters Score -1.436234e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -14362335.000000 Penalty: 5581.385254
	Iteration 130Q: 3 clusters Score -1.436234e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -14362351.000000 Penalty: 5581.385254
	Iteration 131Q: 3 clusters Score -1.436235e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -14362367.000000 Penalty: 5581.385254
	Iteration 132Q: 3 clusters Score -1.436237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -14362359.000000 Penalty: 5581.385254
	Iteration 133Q: 3 clusters Score -1.436236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -14362373.000000 Penalty: 5581.385254
	Iteration 134Q: 3 clusters Score -1.436237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -14362360.000000 Penalty: 5581.385254
	Iteration 135Q: 3 clusters Score -1.436236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -14362363.000000 Penalty: 5581.385254
	Iteration 136Q: 3 clusters Score -1.436236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -14362355.000000 Penalty: 5581.385254
	Iteration 137Q: 3 clusters Score -1.436236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -14362357.000000 Penalty: 5581.385254
	Iteration 138Q: 3 clusters Score -1.436236e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -14362361.000000 Penalty: 5581.385254
	Iteration 139Q: 3 clusters Score -1.436236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -14362370.000000 Penalty: 5581.385254
	Iteration 140F: 3 clusters Score -1.436237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -14362359.000000 Penalty: 5581.385254
	Iteration 141Q: 3 clusters Score -1.436236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -14362358.000000 Penalty: 5581.385254
	Iteration 142Q: 3 clusters Score -1.436236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -14362365.000000 Penalty: 5581.385254
	Iteration 143Q: 3 clusters Score -1.436236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -14362364.000000 Penalty: 5581.385254
	Iteration 144Q: 3 clusters Score -1.436236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -14362363.000000 Penalty: 5581.385254
	Iteration 145Q: 3 clusters Score -1.436236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -14362367.000000 Penalty: 5581.385254
	Iteration 146Q: 3 clusters Score -1.436237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -14362372.000000 Penalty: 5581.385254
	Iteration 147Q: 3 clusters Score -1.436237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -14362374.000000 Penalty: 5581.385254
	Iteration 148Q: 3 clusters Score -1.436237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -14362372.000000 Penalty: 5581.385254
	Iteration 149Q: 3 clusters Score -1.436237e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -14362379.000000 Penalty: 5581.385254
	Iteration 150Q: 3 clusters Score -1.436238e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -14362372.000000 Penalty: 5581.385254
	Iteration 151Q: 3 clusters Score -1.436237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -14362385.000000 Penalty: 5581.385254
	Iteration 152Q: 3 clusters Score -1.436238e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -14362385.000000 Penalty: 5581.385254
	Iteration 153Q: 3 clusters Score -1.436238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -14362400.000000 Penalty: 5581.385254
	Iteration 154Q: 3 clusters Score -1.43624e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -14362389.000000 Penalty: 5581.385254
	Iteration 155Q: 3 clusters Score -1.436239e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -14362395.000000 Penalty: 5581.385254
	Iteration 156Q: 3 clusters Score -1.43624e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5581.385254
	Iteration 157Q: 3 clusters Score -1.43624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -14362404.000000 Penalty: 5581.385254
	Iteration 158Q: 3 clusters Score -1.43624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -14362412.000000 Penalty: 5581.385254
	Iteration 159Q: 3 clusters Score -1.436241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -14362407.000000 Penalty: 5581.385254
	Iteration 160F: 3 clusters Score -1.436241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 161Q: 3 clusters Score -1.436239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -14362406.000000 Penalty: 5581.385254
	Iteration 162Q: 3 clusters Score -1.436241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -14362398.000000 Penalty: 5581.385254
	Iteration 163Q: 3 clusters Score -1.43624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -14362402.000000 Penalty: 5581.385254
	Iteration 164Q: 3 clusters Score -1.43624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -14362407.000000 Penalty: 5581.385254
	Iteration 165Q: 3 clusters Score -1.436241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -14362400.000000 Penalty: 5581.385254
	Iteration 166Q: 3 clusters Score -1.43624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -14362392.000000 Penalty: 5581.385254
	Iteration 167Q: 3 clusters Score -1.436239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -14362397.000000 Penalty: 5581.385254
	Iteration 168Q: 3 clusters Score -1.43624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -14362417.000000 Penalty: 5581.385254
	Iteration 169Q: 3 clusters Score -1.436242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -14362398.000000 Penalty: 5581.385254
	Iteration 170Q: 3 clusters Score -1.43624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -14362408.000000 Penalty: 5581.385254
	Iteration 171Q: 3 clusters Score -1.436241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -14362382.000000 Penalty: 5581.385254
	Iteration 172Q: 3 clusters Score -1.436238e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -14362407.000000 Penalty: 5581.385254
	Iteration 173Q: 3 clusters Score -1.436241e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -14362406.000000 Penalty: 5581.385254
	Iteration 174Q: 3 clusters Score -1.436241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -14362401.000000 Penalty: 5581.385254
	Iteration 175Q: 3 clusters Score -1.43624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 176Q: 3 clusters Score -1.436239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -14362400.000000 Penalty: 5581.385254
	Iteration 177Q: 3 clusters Score -1.43624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -14362386.000000 Penalty: 5581.385254
	Iteration 178Q: 3 clusters Score -1.436239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -14362400.000000 Penalty: 5581.385254
	Iteration 179Q: 3 clusters Score -1.43624e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -14362408.000000 Penalty: 5581.385254
	Iteration 180F: 3 clusters Score -1.436241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -14362402.000000 Penalty: 5581.385254
	Iteration 181Q: 3 clusters Score -1.43624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -14362387.000000 Penalty: 5581.385254
	Iteration 182Q: 3 clusters Score -1.436239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -14362397.000000 Penalty: 5581.385254
	Iteration 183Q: 3 clusters Score -1.43624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -14362384.000000 Penalty: 5581.385254
	Iteration 184Q: 3 clusters Score -1.436238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5581.385254
	Iteration 185Q: 3 clusters Score -1.43624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 186Q: 3 clusters Score -1.436239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -14362390.000000 Penalty: 5581.385254
	Iteration 187Q: 3 clusters Score -1.436239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -14362393.000000 Penalty: 5581.385254
	Iteration 188Q: 3 clusters Score -1.436239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 189Q: 3 clusters Score -1.436239e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5581.385254
	Iteration 190Q: 3 clusters Score -1.43624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -14362398.000000 Penalty: 5581.385254
	Iteration 191Q: 3 clusters Score -1.43624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -14362400.000000 Penalty: 5581.385254
	Iteration 192Q: 3 clusters Score -1.43624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5581.385254
	Iteration 193Q: 3 clusters Score -1.43624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -14362388.000000 Penalty: 5581.385254
	Iteration 194Q: 3 clusters Score -1.436239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 195Q: 3 clusters Score -1.436239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -14362394.000000 Penalty: 5581.385254
	Iteration 196Q: 3 clusters Score -1.436239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -14362405.000000 Penalty: 5581.385254
	Iteration 197Q: 3 clusters Score -1.43624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -14362407.000000 Penalty: 5581.385254
	Iteration 198Q: 3 clusters Score -1.436241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -14362396.000000 Penalty: 5581.385254
	Iteration 199Q: 3 clusters Score -1.43624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -14362398.000000 Penalty: 5581.385254
	Iteration 200F: 3 clusters Score -1.43624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -14362387.000000 Penalty: 5581.385254
	Iteration 201Q: 3 clusters Score -1.436239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -14362388.000000 Penalty: 5581.385254
	Iteration 202Q: 3 clusters Score -1.436239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -14362391.000000 Penalty: 5581.385254
	Iteration 203Q: 3 clusters Score -1.436239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -14362391.000000 Penalty: 5581.385254
	Iteration 204F: 3 clusters Score -1.436239e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 1436 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Entering Unmasked Estep 
Score: -136980432.000000 Penalty: 63721.625000
Splitting cluster 3 changes total score from -136956672.000000 to -136980432.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 4 (61208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61208 members 
Entering Unmasked Estep 
Score: -11409822.000000 Penalty: 2733.464111
	Iteration 0F: 2 clusters Score -1.140982e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -11377006.000000 Penalty: 5466.928223
	Iteration 0F: 3 clusters Score -1.137701e+07 nChanged 28687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -11393342.000000 Penalty: 5466.928223
	Iteration 1F: 3 clusters Score -1.139334e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -11394050.000000 Penalty: 5466.928223
	Iteration 2Q: 3 clusters Score -1.139405e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -11394761.000000 Penalty: 5466.928223
	Iteration 3Q: 3 clusters Score -1.139476e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -11395828.000000 Penalty: 5466.928223
	Iteration 4Q: 3 clusters Score -1.139583e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -11397330.000000 Penalty: 5466.928223
	Iteration 5Q: 3 clusters Score -1.139733e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -11399421.000000 Penalty: 5466.928223
	Iteration 6F: 3 clusters Score -1.139942e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -11402123.000000 Penalty: 5466.928223
	Iteration 7F: 3 clusters Score -1.140212e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -11404445.000000 Penalty: 5466.928223
	Iteration 8F: 3 clusters Score -1.140444e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -11406147.000000 Penalty: 5466.928223
	Iteration 9F: 3 clusters Score -1.140615e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -11407012.000000 Penalty: 5466.928223
	Iteration 10Q: 3 clusters Score -1.140701e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -11407529.000000 Penalty: 5466.928223
	Iteration 11Q: 3 clusters Score -1.140753e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -11407819.000000 Penalty: 5466.928223
	Iteration 12Q: 3 clusters Score -1.140782e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -11408035.000000 Penalty: 5466.928223
	Iteration 13Q: 3 clusters Score -1.140804e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -11408144.000000 Penalty: 5466.928223
	Iteration 14Q: 3 clusters Score -1.140814e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -11408227.000000 Penalty: 5466.928223
	Iteration 15Q: 3 clusters Score -1.140823e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -11408253.000000 Penalty: 5466.928223
	Iteration 16Q: 3 clusters Score -1.140825e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -11408253.000000 Penalty: 5466.928223
	Iteration 17Q: 3 clusters Score -1.140825e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -11408255.000000 Penalty: 5466.928223
	Iteration 18Q: 3 clusters Score -1.140826e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -11408294.000000 Penalty: 5466.928223
	Iteration 19Q: 3 clusters Score -1.140829e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -11408316.000000 Penalty: 5466.928223
	Iteration 20F: 3 clusters Score -1.140832e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -11408347.000000 Penalty: 5466.928223
	Iteration 21Q: 3 clusters Score -1.140835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -11408365.000000 Penalty: 5466.928223
	Iteration 22Q: 3 clusters Score -1.140836e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -11408372.000000 Penalty: 5466.928223
	Iteration 23Q: 3 clusters Score -1.140837e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55392 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -11408381.000000 Penalty: 5466.928223
	Iteration 24Q: 3 clusters Score -1.140838e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -11408423.000000 Penalty: 5466.928223
	Iteration 25Q: 3 clusters Score -1.140842e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -11408420.000000 Penalty: 5466.928223
	Iteration 26Q: 3 clusters Score -1.140842e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -11408413.000000 Penalty: 5466.928223
	Iteration 27Q: 3 clusters Score -1.140841e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -11408415.000000 Penalty: 5466.928223
	Iteration 28Q: 3 clusters Score -1.140842e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -11408435.000000 Penalty: 5466.928223
	Iteration 29Q: 3 clusters Score -1.140844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -11408423.000000 Penalty: 5466.928223
	Iteration 30Q: 3 clusters Score -1.140842e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -11408458.000000 Penalty: 5466.928223
	Iteration 31Q: 3 clusters Score -1.140846e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -11408473.000000 Penalty: 5466.928223
	Iteration 32Q: 3 clusters Score -1.140847e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -11408474.000000 Penalty: 5466.928223
	Iteration 33Q: 3 clusters Score -1.140847e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -11408466.000000 Penalty: 5466.928223
	Iteration 34Q: 3 clusters Score -1.140847e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -11408438.000000 Penalty: 5466.928223
	Iteration 35Q: 3 clusters Score -1.140844e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -11408440.000000 Penalty: 5466.928223
	Iteration 36Q: 3 clusters Score -1.140844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -11408445.000000 Penalty: 5466.928223
	Iteration 37Q: 3 clusters Score -1.140844e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -11408434.000000 Penalty: 5466.928223
	Iteration 38Q: 3 clusters Score -1.140843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -11408441.000000 Penalty: 5466.928223
	Iteration 39Q: 3 clusters Score -1.140844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -11408459.000000 Penalty: 5466.928223
	Iteration 40F: 3 clusters Score -1.140846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55462 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -11408450.000000 Penalty: 5466.928223
	Iteration 41Q: 3 clusters Score -1.140845e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55465 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -11408433.000000 Penalty: 5466.928223
	Iteration 42Q: 3 clusters Score -1.140843e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -11408438.000000 Penalty: 5466.928223
	Iteration 43Q: 3 clusters Score -1.140844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -11408443.000000 Penalty: 5466.928223
	Iteration 44Q: 3 clusters Score -1.140844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -11408433.000000 Penalty: 5466.928223
	Iteration 45Q: 3 clusters Score -1.140843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -11408441.000000 Penalty: 5466.928223
	Iteration 46Q: 3 clusters Score -1.140844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55466 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -11408430.000000 Penalty: 5466.928223
	Iteration 47Q: 3 clusters Score -1.140843e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11408446.000000 Penalty: 5466.928223
	Iteration 48Q: 3 clusters Score -1.140845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -11408446.000000 Penalty: 5466.928223
	Iteration 49Q: 3 clusters Score -1.140845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -11408444.000000 Penalty: 5466.928223
	Iteration 50Q: 3 clusters Score -1.140844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -11408418.000000 Penalty: 5466.928223
	Iteration 51Q: 3 clusters Score -1.140842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -11408436.000000 Penalty: 5466.928223
	Iteration 52Q: 3 clusters Score -1.140844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -11408446.000000 Penalty: 5466.928223
	Iteration 53Q: 3 clusters Score -1.140845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55447 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -11408451.000000 Penalty: 5466.928223
	Iteration 54Q: 3 clusters Score -1.140845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -11408450.000000 Penalty: 5466.928223
	Iteration 55Q: 3 clusters Score -1.140845e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55435 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -11408453.000000 Penalty: 5466.928223
	Iteration 56Q: 3 clusters Score -1.140845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -11408458.000000 Penalty: 5466.928223
	Iteration 57Q: 3 clusters Score -1.140846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -11408448.000000 Penalty: 5466.928223
	Iteration 58Q: 3 clusters Score -1.140845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -11408457.000000 Penalty: 5466.928223
	Iteration 59Q: 3 clusters Score -1.140846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -11408475.000000 Penalty: 5466.928223
	Iteration 60F: 3 clusters Score -1.140848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55426 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -11408479.000000 Penalty: 5466.928223
	Iteration 61Q: 3 clusters Score -1.140848e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -11408486.000000 Penalty: 5466.928223
	Iteration 62Q: 3 clusters Score -1.140849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -11408479.000000 Penalty: 5466.928223
	Iteration 63Q: 3 clusters Score -1.140848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -11408470.000000 Penalty: 5466.928223
	Iteration 64Q: 3 clusters Score -1.140847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55428 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -11408478.000000 Penalty: 5466.928223
	Iteration 65Q: 3 clusters Score -1.140848e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -11408462.000000 Penalty: 5466.928223
	Iteration 66Q: 3 clusters Score -1.140846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -11408471.000000 Penalty: 5466.928223
	Iteration 67Q: 3 clusters Score -1.140847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55419 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -11408468.000000 Penalty: 5466.928223
	Iteration 68Q: 3 clusters Score -1.140847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -11408479.000000 Penalty: 5466.928223
	Iteration 69Q: 3 clusters Score -1.140848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55416 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -11408478.000000 Penalty: 5466.928223
	Iteration 70Q: 3 clusters Score -1.140848e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -11408463.000000 Penalty: 5466.928223
	Iteration 71Q: 3 clusters Score -1.140846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -11408459.000000 Penalty: 5466.928223
	Iteration 72Q: 3 clusters Score -1.140846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -11408472.000000 Penalty: 5466.928223
	Iteration 73Q: 3 clusters Score -1.140847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55411 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -11408472.000000 Penalty: 5466.928223
	Iteration 74Q: 3 clusters Score -1.140847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -11408468.000000 Penalty: 5466.928223
	Iteration 75Q: 3 clusters Score -1.140847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -11408463.000000 Penalty: 5466.928223
	Iteration 76Q: 3 clusters Score -1.140846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55400 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -11408468.000000 Penalty: 5466.928223
	Iteration 77Q: 3 clusters Score -1.140847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -11408469.000000 Penalty: 5466.928223
	Iteration 78Q: 3 clusters Score -1.140847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -11408459.000000 Penalty: 5466.928223
	Iteration 79Q: 3 clusters Score -1.140846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -11408465.000000 Penalty: 5466.928223
	Iteration 80F: 3 clusters Score -1.140846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -11408470.000000 Penalty: 5466.928223
	Iteration 81Q: 3 clusters Score -1.140847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55385 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -11408473.000000 Penalty: 5466.928223
	Iteration 82Q: 3 clusters Score -1.140847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11408471.000000 Penalty: 5466.928223
	Iteration 83Q: 3 clusters Score -1.140847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11408467.000000 Penalty: 5466.928223
	Iteration 84Q: 3 clusters Score -1.140847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55376 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -11408474.000000 Penalty: 5466.928223
	Iteration 85Q: 3 clusters Score -1.140847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -11408477.000000 Penalty: 5466.928223
	Iteration 86Q: 3 clusters Score -1.140848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -11408460.000000 Penalty: 5466.928223
	Iteration 87Q: 3 clusters Score -1.140846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -11408471.000000 Penalty: 5466.928223
	Iteration 88Q: 3 clusters Score -1.140847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -11408478.000000 Penalty: 5466.928223
	Iteration 89Q: 3 clusters Score -1.140848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -11408460.000000 Penalty: 5466.928223
	Iteration 90Q: 3 clusters Score -1.140846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -11408463.000000 Penalty: 5466.928223
	Iteration 91Q: 3 clusters Score -1.140846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -11408474.000000 Penalty: 5466.928223
	Iteration 92Q: 3 clusters Score -1.140847e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -11408470.000000 Penalty: 5466.928223
	Iteration 93Q: 3 clusters Score -1.140847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -11408483.000000 Penalty: 5466.928223
	Iteration 94Q: 3 clusters Score -1.140848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -11408504.000000 Penalty: 5466.928223
	Iteration 95Q: 3 clusters Score -1.14085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -11408513.000000 Penalty: 5466.928223
	Iteration 96Q: 3 clusters Score -1.140851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -11408510.000000 Penalty: 5466.928223
	Iteration 97Q: 3 clusters Score -1.140851e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -11408505.000000 Penalty: 5466.928223
	Iteration 98Q: 3 clusters Score -1.14085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -11408516.000000 Penalty: 5466.928223
	Iteration 99Q: 3 clusters Score -1.140852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -11408526.000000 Penalty: 5466.928223
	Iteration 100F: 3 clusters Score -1.140853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -11408524.000000 Penalty: 5466.928223
	Iteration 101Q: 3 clusters Score -1.140852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -11408520.000000 Penalty: 5466.928223
	Iteration 102Q: 3 clusters Score -1.140852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -11408514.000000 Penalty: 5466.928223
	Iteration 103Q: 3 clusters Score -1.140851e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -11408527.000000 Penalty: 5466.928223
	Iteration 104Q: 3 clusters Score -1.140853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -11408529.000000 Penalty: 5466.928223
	Iteration 105Q: 3 clusters Score -1.140853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -11408530.000000 Penalty: 5466.928223
	Iteration 106Q: 3 clusters Score -1.140853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -11408523.000000 Penalty: 5466.928223
	Iteration 107Q: 3 clusters Score -1.140852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -11408523.000000 Penalty: 5466.928223
	Iteration 108Q: 3 clusters Score -1.140852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -11408525.000000 Penalty: 5466.928223
	Iteration 109Q: 3 clusters Score -1.140852e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -11408520.000000 Penalty: 5466.928223
	Iteration 110Q: 3 clusters Score -1.140852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -11408527.000000 Penalty: 5466.928223
	Iteration 111Q: 3 clusters Score -1.140853e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -11408512.000000 Penalty: 5466.928223
	Iteration 112Q: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -11408518.000000 Penalty: 5466.928223
	Iteration 113Q: 3 clusters Score -1.140852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -11408518.000000 Penalty: 5466.928223
	Iteration 114Q: 3 clusters Score -1.140852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -11408512.000000 Penalty: 5466.928223
	Iteration 115Q: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -11408513.000000 Penalty: 5466.928223
	Iteration 116Q: 3 clusters Score -1.140851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -11408517.000000 Penalty: 5466.928223
	Iteration 117Q: 3 clusters Score -1.140852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11408517.000000 Penalty: 5466.928223
	Iteration 118Q: 3 clusters Score -1.140852e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11408512.000000 Penalty: 5466.928223
	Iteration 119Q: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -11408513.000000 Penalty: 5466.928223
	Iteration 120F: 3 clusters Score -1.140851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11408511.000000 Penalty: 5466.928223
	Iteration 121Q: 3 clusters Score -1.140851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11408504.000000 Penalty: 5466.928223
	Iteration 122Q: 3 clusters Score -1.14085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -11408502.000000 Penalty: 5466.928223
	Iteration 123Q: 3 clusters Score -1.14085e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -11408504.000000 Penalty: 5466.928223
	Iteration 124Q: 3 clusters Score -1.14085e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -11408508.000000 Penalty: 5466.928223
	Iteration 125Q: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -11408504.000000 Penalty: 5466.928223
	Iteration 126Q: 3 clusters Score -1.14085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -11408495.000000 Penalty: 5466.928223
	Iteration 127Q: 3 clusters Score -1.14085e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -11408487.000000 Penalty: 5466.928223
	Iteration 128Q: 3 clusters Score -1.140849e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -11408505.000000 Penalty: 5466.928223
	Iteration 129Q: 3 clusters Score -1.14085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -11408499.000000 Penalty: 5466.928223
	Iteration 130Q: 3 clusters Score -1.14085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -11408500.000000 Penalty: 5466.928223
	Iteration 131Q: 3 clusters Score -1.14085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55239 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -11408494.000000 Penalty: 5466.928223
	Iteration 132Q: 3 clusters Score -1.140849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55238 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -11408511.000000 Penalty: 5466.928223
	Iteration 133Q: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -11408503.000000 Penalty: 5466.928223
	Iteration 134Q: 3 clusters Score -1.14085e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -11408499.000000 Penalty: 5466.928223
	Iteration 135Q: 3 clusters Score -1.14085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -11408503.000000 Penalty: 5466.928223
	Iteration 136Q: 3 clusters Score -1.14085e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -11408508.000000 Penalty: 5466.928223
	Iteration 137Q: 3 clusters Score -1.140851e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -11408499.000000 Penalty: 5466.928223
	Iteration 138Q: 3 clusters Score -1.14085e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11408496.000000 Penalty: 5466.928223
	Iteration 139Q: 3 clusters Score -1.14085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11408506.000000 Penalty: 5466.928223
	Iteration 140F: 3 clusters Score -1.140851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55230 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -11408505.000000 Penalty: 5466.928223
	Iteration 141Q: 3 clusters Score -1.14085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -11408509.000000 Penalty: 5466.928223
	Iteration 142Q: 3 clusters Score -1.140851e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -11408513.000000 Penalty: 5466.928223
	Iteration 143Q: 3 clusters Score -1.140851e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -11408516.000000 Penalty: 5466.928223
	Iteration 144Q: 3 clusters Score -1.140852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55223 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -11408524.000000 Penalty: 5466.928223
	Iteration 145Q: 3 clusters Score -1.140852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -11408528.000000 Penalty: 5466.928223
	Iteration 146Q: 3 clusters Score -1.140853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -11408531.000000 Penalty: 5466.928223
	Iteration 147Q: 3 clusters Score -1.140853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -11408539.000000 Penalty: 5466.928223
	Iteration 148Q: 3 clusters Score -1.140854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -11408540.000000 Penalty: 5466.928223
	Iteration 149Q: 3 clusters Score -1.140854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -11408547.000000 Penalty: 5466.928223
	Iteration 150Q: 3 clusters Score -1.140855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -11408555.000000 Penalty: 5466.928223
	Iteration 151Q: 3 clusters Score -1.140856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55213 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -11408550.000000 Penalty: 5466.928223
	Iteration 152Q: 3 clusters Score -1.140855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -11408559.000000 Penalty: 5466.928223
	Iteration 153Q: 3 clusters Score -1.140856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -11408571.000000 Penalty: 5466.928223
	Iteration 154Q: 3 clusters Score -1.140857e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -11408555.000000 Penalty: 5466.928223
	Iteration 155Q: 3 clusters Score -1.140856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -11408558.000000 Penalty: 5466.928223
	Iteration 156Q: 3 clusters Score -1.140856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -11408568.000000 Penalty: 5466.928223
	Iteration 157Q: 3 clusters Score -1.140857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -11408569.000000 Penalty: 5466.928223
	Iteration 158Q: 3 clusters Score -1.140857e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55201 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -11408569.000000 Penalty: 5466.928223
	Iteration 159F: 3 clusters Score -1.140857e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Entering Unmasked Estep 
Score: -10593452.000000 Penalty: 2716.443115
	Iteration 0F: 2 clusters Score -1.059345e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -10561837.000000 Penalty: 5432.886230
	Iteration 0F: 3 clusters Score -1.056184e+07 nChanged 26539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -10576792.000000 Penalty: 5432.886230
	Iteration 1F: 3 clusters Score -1.057679e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -10577572.000000 Penalty: 5432.886230
	Iteration 2Q: 3 clusters Score -1.057757e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -10578479.000000 Penalty: 5432.886230
	Iteration 3Q: 3 clusters Score -1.057848e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -10579687.000000 Penalty: 5432.886230
	Iteration 4Q: 3 clusters Score -1.057969e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -10581577.000000 Penalty: 5432.886230
	Iteration 5F: 3 clusters Score -1.058158e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -10584306.000000 Penalty: 5432.886230
	Iteration 6F: 3 clusters Score -1.058431e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -10587565.000000 Penalty: 5432.886230
	Iteration 7F: 3 clusters Score -1.058756e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49738 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -10589800.000000 Penalty: 5432.886230
	Iteration 8F: 3 clusters Score -1.05898e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52402 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10590959.000000 Penalty: 5432.886230
	Iteration 9Q: 3 clusters Score -1.059096e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -10591495.000000 Penalty: 5432.886230
	Iteration 10Q: 3 clusters Score -1.05915e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -10591858.000000 Penalty: 5432.886230
	Iteration 11Q: 3 clusters Score -1.059186e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10592131.000000 Penalty: 5432.886230
	Iteration 12Q: 3 clusters Score -1.059213e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10592323.000000 Penalty: 5432.886230
	Iteration 13Q: 3 clusters Score -1.059232e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10592424.000000 Penalty: 5432.886230
	Iteration 14Q: 3 clusters Score -1.059242e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -10592492.000000 Penalty: 5432.886230
	Iteration 15Q: 3 clusters Score -1.059249e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -10592518.000000 Penalty: 5432.886230
	Iteration 16Q: 3 clusters Score -1.059252e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55264 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -10592526.000000 Penalty: 5432.886230
	Iteration 17Q: 3 clusters Score -1.059253e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10592507.000000 Penalty: 5432.886230
	Iteration 18Q: 3 clusters Score -1.059251e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10592530.000000 Penalty: 5432.886230
	Iteration 19Q: 3 clusters Score -1.059253e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -10592536.000000 Penalty: 5432.886230
	Iteration 20F: 3 clusters Score -1.059254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -10592543.000000 Penalty: 5432.886230
	Iteration 21Q: 3 clusters Score -1.059254e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -10592524.000000 Penalty: 5432.886230
	Iteration 22Q: 3 clusters Score -1.059252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55330 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10592526.000000 Penalty: 5432.886230
	Iteration 23Q: 3 clusters Score -1.059253e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10592525.000000 Penalty: 5432.886230
	Iteration 24Q: 3 clusters Score -1.059252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10592532.000000 Penalty: 5432.886230
	Iteration 25Q: 3 clusters Score -1.059253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -10592502.000000 Penalty: 5432.886230
	Iteration 26Q: 3 clusters Score -1.05925e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10592498.000000 Penalty: 5432.886230
	Iteration 27Q: 3 clusters Score -1.05925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10592497.000000 Penalty: 5432.886230
	Iteration 28Q: 3 clusters Score -1.05925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10592501.000000 Penalty: 5432.886230
	Iteration 29Q: 3 clusters Score -1.05925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55359 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -10592499.000000 Penalty: 5432.886230
	Iteration 30Q: 3 clusters Score -1.05925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10592496.000000 Penalty: 5432.886230
	Iteration 31Q: 3 clusters Score -1.05925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10592500.000000 Penalty: 5432.886230
	Iteration 32Q: 3 clusters Score -1.05925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55364 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10592500.000000 Penalty: 5432.886230
	Iteration 33F: 3 clusters Score -1.05925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Entering Unmasked Estep 
Score: -202355.531250 Penalty: 1802.864868
	Iteration 0F: 2 clusters Score -202355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -200333.484375 Penalty: 3605.729736
	Iteration 0F: 3 clusters Score -200333.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -201784.546875 Penalty: 3605.729736
	Iteration 1F: 3 clusters Score -201784.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -202682.875000 Penalty: 3605.729736
	Iteration 2F: 3 clusters Score -202682.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -203085.203125 Penalty: 3605.729736
	Iteration 3F: 3 clusters Score -203085.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -203346.953125 Penalty: 3605.729736
	Iteration 4F: 3 clusters Score -203347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -203417.000000 Penalty: 3605.729736
	Iteration 5Q: 3 clusters Score -203417 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -203498.609375 Penalty: 3605.729736
	Iteration 6Q: 3 clusters Score -203498.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203664.875000 Penalty: 3605.729736
	Iteration 7Q: 3 clusters Score -203664.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -203788.343750 Penalty: 3605.729736
	Iteration 8Q: 3 clusters Score -203788.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203827.218750 Penalty: 3605.729736
	Iteration 9Q: 3 clusters Score -203827.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203832.578125 Penalty: 3605.729736
	Iteration 10Q: 3 clusters Score -203832.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203834.531250 Penalty: 3605.729736
	Iteration 11Q: 3 clusters Score -203834.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203834.671875 Penalty: 3605.729736
	Iteration 12Q: 3 clusters Score -203834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203834.671875 Penalty: 3605.729736
	Iteration 13F: 3 clusters Score -203834.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1720 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Entering Unmasked Estep 
Score: -136980480.000000 Penalty: 67075.390625
Splitting cluster 6 changes total score from -136956672.000000 to -136980480.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (1720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Entering Unmasked Estep 
Score: -293822.156250 Penalty: 1847.619751
	Iteration 0F: 2 clusters Score -293822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -291549.656250 Penalty: 3695.239502
	Iteration 0F: 3 clusters Score -291549.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -292662.718750 Penalty: 3695.239502
	Iteration 1F: 3 clusters Score -292662.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -293315.093750 Penalty: 3695.239502
	Iteration 2F: 3 clusters Score -293315.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -294101.406250 Penalty: 3695.239502
	Iteration 3F: 3 clusters Score -294101.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -294841.968750 Penalty: 3695.239502
	Iteration 4F: 3 clusters Score -294842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -295296.656250 Penalty: 3695.239502
	Iteration 5F: 3 clusters Score -295296.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -295635.250000 Penalty: 3695.239502
	Iteration 6Q: 3 clusters Score -295635.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -295814.500000 Penalty: 3695.239502
	Iteration 7Q: 3 clusters Score -295814.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -295996.125000 Penalty: 3695.239502
	Iteration 8Q: 3 clusters Score -295996.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -296023.406250 Penalty: 3695.239502
	Iteration 9Q: 3 clusters Score -296023.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -296029.218750 Penalty: 3695.239502
	Iteration 10Q: 3 clusters Score -296029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -296034.343750 Penalty: 3695.239502
	Iteration 11Q: 3 clusters Score -296034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -296038.187500 Penalty: 3695.239502
	Iteration 12Q: 3 clusters Score -296038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -296039.843750 Penalty: 3695.239502
	Iteration 13Q: 3 clusters Score -296039.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -296040.718750 Penalty: 3695.239502
	Iteration 14Q: 3 clusters Score -296040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -296103.687500 Penalty: 3695.239502
	Iteration 15F: 3 clusters Score -296103.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -296234.312500 Penalty: 3695.239502
	Iteration 16Q: 3 clusters Score -296234.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -296536.531250 Penalty: 3695.239502
	Iteration 17Q: 3 clusters Score -296536.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -296620.125000 Penalty: 3695.239502
	Iteration 18Q: 3 clusters Score -296620.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -296620.718750 Penalty: 3695.239502
	Iteration 19Q: 3 clusters Score -296620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -296622.718750 Penalty: 3695.239502
	Iteration 20F: 3 clusters Score -296622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -296622.937500 Penalty: 3695.239502
	Iteration 21Q: 3 clusters Score -296622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -296622.937500 Penalty: 3695.239502
	Iteration 22F: 3 clusters Score -296622.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 53364 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Entering Unmasked Estep 
Score: -136982032.000000 Penalty: 70429.164062
Splitting cluster 7 changes total score from -136956672.000000 to -136982032.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (53364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Entering Unmasked Estep 
Score: -9940198.000000 Penalty: 2699.453125
	Iteration 0F: 2 clusters Score -9940198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -9910708.000000 Penalty: 5398.906250
	Iteration 0F: 3 clusters Score -9910708 nChanged 24833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -9924859.000000 Penalty: 5398.906250
	Iteration 1F: 3 clusters Score -9924859 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -9925781.000000 Penalty: 5398.906250
	Iteration 2Q: 3 clusters Score -9925781 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -9926964.000000 Penalty: 5398.906250
	Iteration 3Q: 3 clusters Score -9926964 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -9928469.000000 Penalty: 5398.906250
	Iteration 4F: 3 clusters Score -9928469 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 28836 members 
Entering Unmasked Estep 
Score: -9930236.000000 Penalty: 5398.906250
	Iteration 5F: 3 clusters Score -9930236 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -9932219.000000 Penalty: 5398.906250
	Iteration 6F: 3 clusters Score -9932219 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -9934311.000000 Penalty: 5398.906250
	Iteration 7F: 3 clusters Score -9934311 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -9936173.000000 Penalty: 5398.906250
	Iteration 8F: 3 clusters Score -9936173 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -9937489.000000 Penalty: 5398.906250
	Iteration 9Q: 3 clusters Score -9937489 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -9938403.000000 Penalty: 5398.906250
	Iteration 10Q: 3 clusters Score -9938403 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -9938971.000000 Penalty: 5398.906250
	Iteration 11Q: 3 clusters Score -9938971 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9939471.000000 Penalty: 5398.906250
	Iteration 12Q: 3 clusters Score -9939471 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -9939877.000000 Penalty: 5398.906250
	Iteration 13Q: 3 clusters Score -9939877 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -9940160.000000 Penalty: 5398.906250
	Iteration 14Q: 3 clusters Score -9940160 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -9940332.000000 Penalty: 5398.906250
	Iteration 15Q: 3 clusters Score -9940332 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -9940446.000000 Penalty: 5398.906250
	Iteration 16Q: 3 clusters Score -9940446 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 36229 members 
Entering Unmasked Estep 
Score: -9940582.000000 Penalty: 5398.906250
	Iteration 17Q: 3 clusters Score -9940582 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -9940709.000000 Penalty: 5398.906250
	Iteration 18Q: 3 clusters Score -9940709 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -9940786.000000 Penalty: 5398.906250
	Iteration 19Q: 3 clusters Score -9940786 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -9940840.000000 Penalty: 5398.906250
	Iteration 20F: 3 clusters Score -9940840 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -9940913.000000 Penalty: 5398.906250
	Iteration 21Q: 3 clusters Score -9940913 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -9940974.000000 Penalty: 5398.906250
	Iteration 22Q: 3 clusters Score -9940974 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -9941038.000000 Penalty: 5398.906250
	Iteration 23Q: 3 clusters Score -9941038 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -9941093.000000 Penalty: 5398.906250
	Iteration 24Q: 3 clusters Score -9941093 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -9941180.000000 Penalty: 5398.906250
	Iteration 25Q: 3 clusters Score -9941180 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -9941297.000000 Penalty: 5398.906250
	Iteration 26Q: 3 clusters Score -9941297 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -9941374.000000 Penalty: 5398.906250
	Iteration 27Q: 3 clusters Score -9941374 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -9941434.000000 Penalty: 5398.906250
	Iteration 28Q: 3 clusters Score -9941434 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -9941516.000000 Penalty: 5398.906250
	Iteration 29Q: 3 clusters Score -9941516 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -9941605.000000 Penalty: 5398.906250
	Iteration 30Q: 3 clusters Score -9941605 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -9941611.000000 Penalty: 5398.906250
	Iteration 31Q: 3 clusters Score -9941611 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -9941662.000000 Penalty: 5398.906250
	Iteration 32Q: 3 clusters Score -9941662 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -9941658.000000 Penalty: 5398.906250
	Iteration 33Q: 3 clusters Score -9941658 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -9941715.000000 Penalty: 5398.906250
	Iteration 34Q: 3 clusters Score -9941715 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -9941763.000000 Penalty: 5398.906250
	Iteration 35Q: 3 clusters Score -9941763 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -9941756.000000 Penalty: 5398.906250
	Iteration 36Q: 3 clusters Score -9941756 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -9941800.000000 Penalty: 5398.906250
	Iteration 37Q: 3 clusters Score -9941800 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -9941851.000000 Penalty: 5398.906250
	Iteration 38Q: 3 clusters Score -9941851 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -9941908.000000 Penalty: 5398.906250
	Iteration 39Q: 3 clusters Score -9941908 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -9941996.000000 Penalty: 5398.906250
	Iteration 40F: 3 clusters Score -9941996 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -9942040.000000 Penalty: 5398.906250
	Iteration 41Q: 3 clusters Score -9942040 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -9942052.000000 Penalty: 5398.906250
	Iteration 42Q: 3 clusters Score -9942052 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9942043.000000 Penalty: 5398.906250
	Iteration 43Q: 3 clusters Score -9942043 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9942029.000000 Penalty: 5398.906250
	Iteration 44Q: 3 clusters Score -9942029 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -9941957.000000 Penalty: 5398.906250
	Iteration 45Q: 3 clusters Score -9941957 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -9941962.000000 Penalty: 5398.906250
	Iteration 46Q: 3 clusters Score -9941962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -9941888.000000 Penalty: 5398.906250
	Iteration 47Q: 3 clusters Score -9941888 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 46850 members 
Entering Unmasked Estep 
Score: -9941890.000000 Penalty: 5398.906250
	Iteration 48Q: 3 clusters Score -9941890 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -9941890.000000 Penalty: 5398.906250
	Iteration 49Q: 3 clusters Score -9941890 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -9941955.000000 Penalty: 5398.906250
	Iteration 50Q: 3 clusters Score -9941955 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -9942169.000000 Penalty: 5398.906250
	Iteration 51Q: 3 clusters Score -9942169 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -9942462.000000 Penalty: 5398.906250
	Iteration 52Q: 3 clusters Score -9942462 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -9942716.000000 Penalty: 5398.906250
	Iteration 53Q: 3 clusters Score -9942716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -9942838.000000 Penalty: 5398.906250
	Iteration 54Q: 3 clusters Score -9942838 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -9942901.000000 Penalty: 5398.906250
	Iteration 55Q: 3 clusters Score -9942901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 47908 members 
Entering Unmasked Estep 
Score: -9942931.000000 Penalty: 5398.906250
	Iteration 56Q: 3 clusters Score -9942931 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -9942941.000000 Penalty: 5398.906250
	Iteration 57Q: 3 clusters Score -9942941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -9942918.000000 Penalty: 5398.906250
	Iteration 58Q: 3 clusters Score -9942918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -9942934.000000 Penalty: 5398.906250
	Iteration 59Q: 3 clusters Score -9942934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -9942950.000000 Penalty: 5398.906250
	Iteration 60F: 3 clusters Score -9942950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -9942949.000000 Penalty: 5398.906250
	Iteration 61Q: 3 clusters Score -9942949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -9942952.000000 Penalty: 5398.906250
	Iteration 62Q: 3 clusters Score -9942952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9942961.000000 Penalty: 5398.906250
	Iteration 63Q: 3 clusters Score -9942961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9942971.000000 Penalty: 5398.906250
	Iteration 64Q: 3 clusters Score -9942971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -9942972.000000 Penalty: 5398.906250
	Iteration 65Q: 3 clusters Score -9942972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9942968.000000 Penalty: 5398.906250
	Iteration 66Q: 3 clusters Score -9942968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9942968.000000 Penalty: 5398.906250
	Iteration 67F: 3 clusters Score -9942968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 57395 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Entering Unmasked Estep 
Score: -136984416.000000 Penalty: 73782.929688
Splitting cluster 8 changes total score from -136956672.000000 to -136984416.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (57395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57395 members 
Entering Unmasked Estep 
Score: -10788132.000000 Penalty: 2717.512695
	Iteration 0F: 2 clusters Score -1.078813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -10760767.000000 Penalty: 5435.025391
	Iteration 0F: 3 clusters Score -1.076077e+07 nChanged 26625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -10775262.000000 Penalty: 5435.025391
	Iteration 1F: 3 clusters Score -1.077526e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -10775938.000000 Penalty: 5435.025391
	Iteration 2Q: 3 clusters Score -1.077594e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10776762.000000 Penalty: 5435.025391
	Iteration 3Q: 3 clusters Score -1.077676e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -10777721.000000 Penalty: 5435.025391
	Iteration 4Q: 3 clusters Score -1.077772e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -10779018.000000 Penalty: 5435.025391
	Iteration 5Q: 3 clusters Score -1.077902e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -10781051.000000 Penalty: 5435.025391
	Iteration 6F: 3 clusters Score -1.078105e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -10783793.000000 Penalty: 5435.025391
	Iteration 7F: 3 clusters Score -1.078379e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -10787021.000000 Penalty: 5435.025391
	Iteration 8F: 3 clusters Score -1.078702e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -10789524.000000 Penalty: 5435.025391
	Iteration 9F: 3 clusters Score -1.078952e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -10790789.000000 Penalty: 5435.025391
	Iteration 10Q: 3 clusters Score -1.079079e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -10791202.000000 Penalty: 5435.025391
	Iteration 11Q: 3 clusters Score -1.07912e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -10791384.000000 Penalty: 5435.025391
	Iteration 12Q: 3 clusters Score -1.079138e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -10791459.000000 Penalty: 5435.025391
	Iteration 13Q: 3 clusters Score -1.079146e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -10791593.000000 Penalty: 5435.025391
	Iteration 14Q: 3 clusters Score -1.079159e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -10791716.000000 Penalty: 5435.025391
	Iteration 15Q: 3 clusters Score -1.079172e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -10791776.000000 Penalty: 5435.025391
	Iteration 16Q: 3 clusters Score -1.079178e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -10791821.000000 Penalty: 5435.025391
	Iteration 17Q: 3 clusters Score -1.079182e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -10791860.000000 Penalty: 5435.025391
	Iteration 18Q: 3 clusters Score -1.079186e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -10791933.000000 Penalty: 5435.025391
	Iteration 19Q: 3 clusters Score -1.079193e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -10791922.000000 Penalty: 5435.025391
	Iteration 20F: 3 clusters Score -1.079192e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -10791917.000000 Penalty: 5435.025391
	Iteration 21Q: 3 clusters Score -1.079192e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -10791974.000000 Penalty: 5435.025391
	Iteration 22Q: 3 clusters Score -1.079197e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -10791988.000000 Penalty: 5435.025391
	Iteration 23Q: 3 clusters Score -1.079199e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -10792019.000000 Penalty: 5435.025391
	Iteration 24Q: 3 clusters Score -1.079202e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -10792015.000000 Penalty: 5435.025391
	Iteration 25Q: 3 clusters Score -1.079202e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -10792015.000000 Penalty: 5435.025391
	Iteration 26Q: 3 clusters Score -1.079202e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -10792021.000000 Penalty: 5435.025391
	Iteration 27Q: 3 clusters Score -1.079202e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -10792054.000000 Penalty: 5435.025391
	Iteration 28Q: 3 clusters Score -1.079205e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -10792067.000000 Penalty: 5435.025391
	Iteration 29Q: 3 clusters Score -1.079207e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -10792040.000000 Penalty: 5435.025391
	Iteration 30Q: 3 clusters Score -1.079204e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -10792064.000000 Penalty: 5435.025391
	Iteration 31Q: 3 clusters Score -1.079206e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -10792046.000000 Penalty: 5435.025391
	Iteration 32Q: 3 clusters Score -1.079205e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -10792054.000000 Penalty: 5435.025391
	Iteration 33Q: 3 clusters Score -1.079205e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -10792058.000000 Penalty: 5435.025391
	Iteration 34Q: 3 clusters Score -1.079206e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -10792059.000000 Penalty: 5435.025391
	Iteration 35Q: 3 clusters Score -1.079206e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -10792044.000000 Penalty: 5435.025391
	Iteration 36Q: 3 clusters Score -1.079204e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -10792046.000000 Penalty: 5435.025391
	Iteration 37Q: 3 clusters Score -1.079205e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -10792025.000000 Penalty: 5435.025391
	Iteration 38Q: 3 clusters Score -1.079202e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -10792018.000000 Penalty: 5435.025391
	Iteration 39Q: 3 clusters Score -1.079202e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -10792013.000000 Penalty: 5435.025391
	Iteration 40F: 3 clusters Score -1.079201e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -10791980.000000 Penalty: 5435.025391
	Iteration 41Q: 3 clusters Score -1.079198e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -10791977.000000 Penalty: 5435.025391
	Iteration 42Q: 3 clusters Score -1.079198e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -10791950.000000 Penalty: 5435.025391
	Iteration 43Q: 3 clusters Score -1.079195e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -10791935.000000 Penalty: 5435.025391
	Iteration 44Q: 3 clusters Score -1.079194e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -10791941.000000 Penalty: 5435.025391
	Iteration 45Q: 3 clusters Score -1.079194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -10791923.000000 Penalty: 5435.025391
	Iteration 46Q: 3 clusters Score -1.079192e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -10791943.000000 Penalty: 5435.025391
	Iteration 47Q: 3 clusters Score -1.079194e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -10791934.000000 Penalty: 5435.025391
	Iteration 48Q: 3 clusters Score -1.079193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -10791912.000000 Penalty: 5435.025391
	Iteration 49Q: 3 clusters Score -1.079191e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -10791878.000000 Penalty: 5435.025391
	Iteration 50Q: 3 clusters Score -1.079188e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -10791866.000000 Penalty: 5435.025391
	Iteration 51Q: 3 clusters Score -1.079187e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -10791883.000000 Penalty: 5435.025391
	Iteration 52Q: 3 clusters Score -1.079188e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -10791855.000000 Penalty: 5435.025391
	Iteration 53Q: 3 clusters Score -1.079186e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -10791858.000000 Penalty: 5435.025391
	Iteration 54Q: 3 clusters Score -1.079186e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -10791838.000000 Penalty: 5435.025391
	Iteration 55Q: 3 clusters Score -1.079184e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -10791813.000000 Penalty: 5435.025391
	Iteration 56Q: 3 clusters Score -1.079181e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -10791803.000000 Penalty: 5435.025391
	Iteration 57Q: 3 clusters Score -1.07918e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -10791769.000000 Penalty: 5435.025391
	Iteration 58Q: 3 clusters Score -1.079177e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -10791772.000000 Penalty: 5435.025391
	Iteration 59Q: 3 clusters Score -1.079177e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -10791772.000000 Penalty: 5435.025391
	Iteration 60F: 3 clusters Score -1.079177e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -10791740.000000 Penalty: 5435.025391
	Iteration 61Q: 3 clusters Score -1.079174e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -10791704.000000 Penalty: 5435.025391
	Iteration 62Q: 3 clusters Score -1.07917e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -10791687.000000 Penalty: 5435.025391
	Iteration 63Q: 3 clusters Score -1.079169e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -10791727.000000 Penalty: 5435.025391
	Iteration 64Q: 3 clusters Score -1.079173e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -10791734.000000 Penalty: 5435.025391
	Iteration 65Q: 3 clusters Score -1.079173e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -10791719.000000 Penalty: 5435.025391
	Iteration 66Q: 3 clusters Score -1.079172e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -10791746.000000 Penalty: 5435.025391
	Iteration 67Q: 3 clusters Score -1.079175e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -10791737.000000 Penalty: 5435.025391
	Iteration 68Q: 3 clusters Score -1.079174e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -10791731.000000 Penalty: 5435.025391
	Iteration 69Q: 3 clusters Score -1.079173e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -10791749.000000 Penalty: 5435.025391
	Iteration 70Q: 3 clusters Score -1.079175e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -10791734.000000 Penalty: 5435.025391
	Iteration 71Q: 3 clusters Score -1.079173e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -10791715.000000 Penalty: 5435.025391
	Iteration 72Q: 3 clusters Score -1.079172e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -10791659.000000 Penalty: 5435.025391
	Iteration 73Q: 3 clusters Score -1.079166e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -10791665.000000 Penalty: 5435.025391
	Iteration 74Q: 3 clusters Score -1.079166e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -10791671.000000 Penalty: 5435.025391
	Iteration 75Q: 3 clusters Score -1.079167e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -10791628.000000 Penalty: 5435.025391
	Iteration 76Q: 3 clusters Score -1.079163e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -10791583.000000 Penalty: 5435.025391
	Iteration 77Q: 3 clusters Score -1.079158e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -10791572.000000 Penalty: 5435.025391
	Iteration 78Q: 3 clusters Score -1.079157e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -10791585.000000 Penalty: 5435.025391
	Iteration 79Q: 3 clusters Score -1.079158e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -10791586.000000 Penalty: 5435.025391
	Iteration 80F: 3 clusters Score -1.079159e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -10791594.000000 Penalty: 5435.025391
	Iteration 81Q: 3 clusters Score -1.079159e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -10791574.000000 Penalty: 5435.025391
	Iteration 82Q: 3 clusters Score -1.079157e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -10791546.000000 Penalty: 5435.025391
	Iteration 83Q: 3 clusters Score -1.079155e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -10791544.000000 Penalty: 5435.025391
	Iteration 84Q: 3 clusters Score -1.079154e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -10791541.000000 Penalty: 5435.025391
	Iteration 85Q: 3 clusters Score -1.079154e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -10791521.000000 Penalty: 5435.025391
	Iteration 86Q: 3 clusters Score -1.079152e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -10791491.000000 Penalty: 5435.025391
	Iteration 87Q: 3 clusters Score -1.079149e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -10791517.000000 Penalty: 5435.025391
	Iteration 88Q: 3 clusters Score -1.079152e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -10791533.000000 Penalty: 5435.025391
	Iteration 89Q: 3 clusters Score -1.079153e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -10791568.000000 Penalty: 5435.025391
	Iteration 90Q: 3 clusters Score -1.079157e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -10791583.000000 Penalty: 5435.025391
	Iteration 91Q: 3 clusters Score -1.079158e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -10791581.000000 Penalty: 5435.025391
	Iteration 92Q: 3 clusters Score -1.079158e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -10791548.000000 Penalty: 5435.025391
	Iteration 93Q: 3 clusters Score -1.079155e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -10791546.000000 Penalty: 5435.025391
	Iteration 94Q: 3 clusters Score -1.079155e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -10791537.000000 Penalty: 5435.025391
	Iteration 95Q: 3 clusters Score -1.079154e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -10791526.000000 Penalty: 5435.025391
	Iteration 96Q: 3 clusters Score -1.079153e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -10791545.000000 Penalty: 5435.025391
	Iteration 97Q: 3 clusters Score -1.079154e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -10791591.000000 Penalty: 5435.025391
	Iteration 98Q: 3 clusters Score -1.079159e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -10791609.000000 Penalty: 5435.025391
	Iteration 99Q: 3 clusters Score -1.079161e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -10791607.000000 Penalty: 5435.025391
	Iteration 100F: 3 clusters Score -1.079161e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -10791579.000000 Penalty: 5435.025391
	Iteration 101Q: 3 clusters Score -1.079158e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -10791558.000000 Penalty: 5435.025391
	Iteration 102Q: 3 clusters Score -1.079156e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -10791607.000000 Penalty: 5435.025391
	Iteration 103Q: 3 clusters Score -1.079161e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -10791656.000000 Penalty: 5435.025391
	Iteration 104Q: 3 clusters Score -1.079166e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -10791637.000000 Penalty: 5435.025391
	Iteration 105Q: 3 clusters Score -1.079164e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -10791610.000000 Penalty: 5435.025391
	Iteration 106Q: 3 clusters Score -1.079161e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -10791680.000000 Penalty: 5435.025391
	Iteration 107Q: 3 clusters Score -1.079168e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10791680.000000 Penalty: 5435.025391
	Iteration 108Q: 3 clusters Score -1.079168e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -10791695.000000 Penalty: 5435.025391
	Iteration 109Q: 3 clusters Score -1.07917e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -10791678.000000 Penalty: 5435.025391
	Iteration 110Q: 3 clusters Score -1.079168e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -10791615.000000 Penalty: 5435.025391
	Iteration 111Q: 3 clusters Score -1.079162e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -10791554.000000 Penalty: 5435.025391
	Iteration 112Q: 3 clusters Score -1.079155e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -10791587.000000 Penalty: 5435.025391
	Iteration 113Q: 3 clusters Score -1.079159e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -10791566.000000 Penalty: 5435.025391
	Iteration 114Q: 3 clusters Score -1.079157e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -10791528.000000 Penalty: 5435.025391
	Iteration 115Q: 3 clusters Score -1.079153e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -10791442.000000 Penalty: 5435.025391
	Iteration 116Q: 3 clusters Score -1.079144e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -10791408.000000 Penalty: 5435.025391
	Iteration 117Q: 3 clusters Score -1.079141e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -10791368.000000 Penalty: 5435.025391
	Iteration 118Q: 3 clusters Score -1.079137e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -10791391.000000 Penalty: 5435.025391
	Iteration 119Q: 3 clusters Score -1.079139e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -10791369.000000 Penalty: 5435.025391
	Iteration 120F: 3 clusters Score -1.079137e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10791365.000000 Penalty: 5435.025391
	Iteration 121Q: 3 clusters Score -1.079136e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -10791351.000000 Penalty: 5435.025391
	Iteration 122Q: 3 clusters Score -1.079135e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -10791328.000000 Penalty: 5435.025391
	Iteration 123Q: 3 clusters Score -1.079133e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -10791325.000000 Penalty: 5435.025391
	Iteration 124Q: 3 clusters Score -1.079132e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -10791309.000000 Penalty: 5435.025391
	Iteration 125Q: 3 clusters Score -1.079131e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -10791297.000000 Penalty: 5435.025391
	Iteration 126Q: 3 clusters Score -1.07913e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -10791257.000000 Penalty: 5435.025391
	Iteration 127Q: 3 clusters Score -1.079126e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -10791266.000000 Penalty: 5435.025391
	Iteration 128Q: 3 clusters Score -1.079127e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -10791257.000000 Penalty: 5435.025391
	Iteration 129Q: 3 clusters Score -1.079126e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -10791261.000000 Penalty: 5435.025391
	Iteration 130Q: 3 clusters Score -1.079126e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -10791244.000000 Penalty: 5435.025391
	Iteration 131Q: 3 clusters Score -1.079124e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -10791212.000000 Penalty: 5435.025391
	Iteration 132Q: 3 clusters Score -1.079121e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -10791166.000000 Penalty: 5435.025391
	Iteration 133Q: 3 clusters Score -1.079117e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -10791170.000000 Penalty: 5435.025391
	Iteration 134Q: 3 clusters Score -1.079117e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -10791161.000000 Penalty: 5435.025391
	Iteration 135Q: 3 clusters Score -1.079116e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10791121.000000 Penalty: 5435.025391
	Iteration 136Q: 3 clusters Score -1.079112e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -10791100.000000 Penalty: 5435.025391
	Iteration 137Q: 3 clusters Score -1.07911e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -10791114.000000 Penalty: 5435.025391
	Iteration 138Q: 3 clusters Score -1.079111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -10791117.000000 Penalty: 5435.025391
	Iteration 139Q: 3 clusters Score -1.079112e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -10791127.000000 Penalty: 5435.025391
	Iteration 140F: 3 clusters Score -1.079113e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -10791121.000000 Penalty: 5435.025391
	Iteration 141Q: 3 clusters Score -1.079112e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -10791107.000000 Penalty: 5435.025391
	Iteration 142Q: 3 clusters Score -1.079111e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -10791116.000000 Penalty: 5435.025391
	Iteration 143Q: 3 clusters Score -1.079112e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -10791093.000000 Penalty: 5435.025391
	Iteration 144Q: 3 clusters Score -1.079109e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -10791075.000000 Penalty: 5435.025391
	Iteration 145Q: 3 clusters Score -1.079108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -10791084.000000 Penalty: 5435.025391
	Iteration 146Q: 3 clusters Score -1.079108e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -10791084.000000 Penalty: 5435.025391
	Iteration 147Q: 3 clusters Score -1.079108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -10791088.000000 Penalty: 5435.025391
	Iteration 148Q: 3 clusters Score -1.079109e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -10791079.000000 Penalty: 5435.025391
	Iteration 149Q: 3 clusters Score -1.079108e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -10791086.000000 Penalty: 5435.025391
	Iteration 150Q: 3 clusters Score -1.079109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -10791064.000000 Penalty: 5435.025391
	Iteration 151Q: 3 clusters Score -1.079106e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10791058.000000 Penalty: 5435.025391
	Iteration 152Q: 3 clusters Score -1.079106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -10791061.000000 Penalty: 5435.025391
	Iteration 153Q: 3 clusters Score -1.079106e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -10791065.000000 Penalty: 5435.025391
	Iteration 154Q: 3 clusters Score -1.079106e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -10791065.000000 Penalty: 5435.025391
	Iteration 155Q: 3 clusters Score -1.079106e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -10791075.000000 Penalty: 5435.025391
	Iteration 156Q: 3 clusters Score -1.079108e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -10791074.000000 Penalty: 5435.025391
	Iteration 157Q: 3 clusters Score -1.079107e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -10791094.000000 Penalty: 5435.025391
	Iteration 158Q: 3 clusters Score -1.079109e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -10791102.000000 Penalty: 5435.025391
	Iteration 159Q: 3 clusters Score -1.07911e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -10791094.000000 Penalty: 5435.025391
	Iteration 160F: 3 clusters Score -1.079109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -10791085.000000 Penalty: 5435.025391
	Iteration 161Q: 3 clusters Score -1.079108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -10791091.000000 Penalty: 5435.025391
	Iteration 162Q: 3 clusters Score -1.079109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -10791082.000000 Penalty: 5435.025391
	Iteration 163Q: 3 clusters Score -1.079108e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5435.025391
	Iteration 164Q: 3 clusters Score -1.079105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -10791040.000000 Penalty: 5435.025391
	Iteration 165Q: 3 clusters Score -1.079104e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5435.025391
	Iteration 166Q: 3 clusters Score -1.079105e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -10791055.000000 Penalty: 5435.025391
	Iteration 167Q: 3 clusters Score -1.079106e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -10791062.000000 Penalty: 5435.025391
	Iteration 168Q: 3 clusters Score -1.079106e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 46803 members 
Entering Unmasked Estep 
Score: -10791060.000000 Penalty: 5435.025391
	Iteration 169Q: 3 clusters Score -1.079106e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5435.025391
	Iteration 170Q: 3 clusters Score -1.079105e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -10791040.000000 Penalty: 5435.025391
	Iteration 171Q: 3 clusters Score -1.079104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5435.025391
	Iteration 172Q: 3 clusters Score -1.079105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -10791045.000000 Penalty: 5435.025391
	Iteration 173Q: 3 clusters Score -1.079104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10791054.000000 Penalty: 5435.025391
	Iteration 174Q: 3 clusters Score -1.079105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -10791060.000000 Penalty: 5435.025391
	Iteration 175Q: 3 clusters Score -1.079106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10791041.000000 Penalty: 5435.025391
	Iteration 176Q: 3 clusters Score -1.079104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -10791030.000000 Penalty: 5435.025391
	Iteration 177Q: 3 clusters Score -1.079103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -10791011.000000 Penalty: 5435.025391
	Iteration 178Q: 3 clusters Score -1.079101e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -10791019.000000 Penalty: 5435.025391
	Iteration 179Q: 3 clusters Score -1.079102e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -10791019.000000 Penalty: 5435.025391
	Iteration 180F: 3 clusters Score -1.079102e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -10791017.000000 Penalty: 5435.025391
	Iteration 181Q: 3 clusters Score -1.079102e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -10791026.000000 Penalty: 5435.025391
	Iteration 182Q: 3 clusters Score -1.079103e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -10791024.000000 Penalty: 5435.025391
	Iteration 183Q: 3 clusters Score -1.079102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -10791030.000000 Penalty: 5435.025391
	Iteration 184Q: 3 clusters Score -1.079103e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -10791028.000000 Penalty: 5435.025391
	Iteration 185Q: 3 clusters Score -1.079103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -10791038.000000 Penalty: 5435.025391
	Iteration 186Q: 3 clusters Score -1.079104e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -10791027.000000 Penalty: 5435.025391
	Iteration 187Q: 3 clusters Score -1.079103e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -10791046.000000 Penalty: 5435.025391
	Iteration 188Q: 3 clusters Score -1.079105e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -10791051.000000 Penalty: 5435.025391
	Iteration 189Q: 3 clusters Score -1.079105e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -10791046.000000 Penalty: 5435.025391
	Iteration 190Q: 3 clusters Score -1.079105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -10791097.000000 Penalty: 5435.025391
	Iteration 191Q: 3 clusters Score -1.07911e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -10791088.000000 Penalty: 5435.025391
	Iteration 192Q: 3 clusters Score -1.079109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -10791084.000000 Penalty: 5435.025391
	Iteration 193Q: 3 clusters Score -1.079108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -10791079.000000 Penalty: 5435.025391
	Iteration 194Q: 3 clusters Score -1.079108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -10791071.000000 Penalty: 5435.025391
	Iteration 195Q: 3 clusters Score -1.079107e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -10791083.000000 Penalty: 5435.025391
	Iteration 196Q: 3 clusters Score -1.079108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -10791071.000000 Penalty: 5435.025391
	Iteration 197Q: 3 clusters Score -1.079107e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -10791072.000000 Penalty: 5435.025391
	Iteration 198Q: 3 clusters Score -1.079107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -10791054.000000 Penalty: 5435.025391
	Iteration 199Q: 3 clusters Score -1.079105e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -10791054.000000 Penalty: 5435.025391
	Iteration 200F: 3 clusters Score -1.079105e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 46629 members 
Entering Unmasked Estep 
Score: -10791058.000000 Penalty: 5435.025391
	Iteration 201Q: 3 clusters Score -1.079106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -10791056.000000 Penalty: 5435.025391
	Iteration 202Q: 3 clusters Score -1.079106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -10791046.000000 Penalty: 5435.025391
	Iteration 203Q: 3 clusters Score -1.079105e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -10791036.000000 Penalty: 5435.025391
	Iteration 204Q: 3 clusters Score -1.079104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -10791041.000000 Penalty: 5435.025391
	Iteration 205Q: 3 clusters Score -1.079104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -10791044.000000 Penalty: 5435.025391
	Iteration 206Q: 3 clusters Score -1.079104e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -10791039.000000 Penalty: 5435.025391
	Iteration 207Q: 3 clusters Score -1.079104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -10791027.000000 Penalty: 5435.025391
	Iteration 208Q: 3 clusters Score -1.079103e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -10791026.000000 Penalty: 5435.025391
	Iteration 209Q: 3 clusters Score -1.079103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -10791018.000000 Penalty: 5435.025391
	Iteration 210Q: 3 clusters Score -1.079102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -10791025.000000 Penalty: 5435.025391
	Iteration 211Q: 3 clusters Score -1.079102e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -10791042.000000 Penalty: 5435.025391
	Iteration 212Q: 3 clusters Score -1.079104e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -10791027.000000 Penalty: 5435.025391
	Iteration 213Q: 3 clusters Score -1.079103e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -10791025.000000 Penalty: 5435.025391
	Iteration 214Q: 3 clusters Score -1.079102e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -10791018.000000 Penalty: 5435.025391
	Iteration 215Q: 3 clusters Score -1.079102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10791029.000000 Penalty: 5435.025391
	Iteration 216Q: 3 clusters Score -1.079103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -10791016.000000 Penalty: 5435.025391
	Iteration 217Q: 3 clusters Score -1.079102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -10791016.000000 Penalty: 5435.025391
	Iteration 218Q: 3 clusters Score -1.079102e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -10791006.000000 Penalty: 5435.025391
	Iteration 219Q: 3 clusters Score -1.079101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -10791005.000000 Penalty: 5435.025391
	Iteration 220F: 3 clusters Score -1.0791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -10791020.000000 Penalty: 5435.025391
	Iteration 221Q: 3 clusters Score -1.079102e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -10791006.000000 Penalty: 5435.025391
	Iteration 222Q: 3 clusters Score -1.079101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791005.000000 Penalty: 5435.025391
	Iteration 223Q: 3 clusters Score -1.0791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791009.000000 Penalty: 5435.025391
	Iteration 224Q: 3 clusters Score -1.079101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10791010.000000 Penalty: 5435.025391
	Iteration 225Q: 3 clusters Score -1.079101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10791015.000000 Penalty: 5435.025391
	Iteration 226Q: 3 clusters Score -1.079102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791003.000000 Penalty: 5435.025391
	Iteration 227Q: 3 clusters Score -1.0791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10790998.000000 Penalty: 5435.025391
	Iteration 228Q: 3 clusters Score -1.0791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10790999.000000 Penalty: 5435.025391
	Iteration 229Q: 3 clusters Score -1.0791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -10790996.000000 Penalty: 5435.025391
	Iteration 230Q: 3 clusters Score -1.0791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -10790996.000000 Penalty: 5435.025391
	Iteration 231Q: 3 clusters Score -1.0791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10790993.000000 Penalty: 5435.025391
	Iteration 232Q: 3 clusters Score -1.079099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10790997.000000 Penalty: 5435.025391
	Iteration 233Q: 3 clusters Score -1.0791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10791008.000000 Penalty: 5435.025391
	Iteration 234Q: 3 clusters Score -1.079101e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10791011.000000 Penalty: 5435.025391
	Iteration 235Q: 3 clusters Score -1.079101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -10791015.000000 Penalty: 5435.025391
	Iteration 236Q: 3 clusters Score -1.079102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10791004.000000 Penalty: 5435.025391
	Iteration 237Q: 3 clusters Score -1.0791e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -10791007.000000 Penalty: 5435.025391
	Iteration 238Q: 3 clusters Score -1.079101e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -10791001.000000 Penalty: 5435.025391
	Iteration 239Q: 3 clusters Score -1.0791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10790986.000000 Penalty: 5435.025391
	Iteration 240F: 3 clusters Score -1.079099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -10790994.000000 Penalty: 5435.025391
	Iteration 241Q: 3 clusters Score -1.079099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10790999.000000 Penalty: 5435.025391
	Iteration 242Q: 3 clusters Score -1.0791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791007.000000 Penalty: 5435.025391
	Iteration 243Q: 3 clusters Score -1.079101e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791016.000000 Penalty: 5435.025391
	Iteration 244Q: 3 clusters Score -1.079102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -10791009.000000 Penalty: 5435.025391
	Iteration 245Q: 3 clusters Score -1.079101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -10791006.000000 Penalty: 5435.025391
	Iteration 246Q: 3 clusters Score -1.079101e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10790994.000000 Penalty: 5435.025391
	Iteration 247Q: 3 clusters Score -1.079099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -10791003.000000 Penalty: 5435.025391
	Iteration 248Q: 3 clusters Score -1.0791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -10790997.000000 Penalty: 5435.025391
	Iteration 249Q: 3 clusters Score -1.0791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -10790989.000000 Penalty: 5435.025391
	Iteration 250Q: 3 clusters Score -1.079099e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10790995.000000 Penalty: 5435.025391
	Iteration 251Q: 3 clusters Score -1.0791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10790995.000000 Penalty: 5435.025391
	Iteration 252F: 3 clusters Score -1.0791e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 3038 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Entering Unmasked Estep 
Score: -136987312.000000 Penalty: 77136.703125
Splitting cluster 10 changes total score from -136956672.000000 to -136987312.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -514864.875000 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -514864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -511623.843750 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -511623.8 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -512611.656250 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -512611.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -513208.375000 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -513208.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -513765.937500 Penalty: 3977.401367
	Iteration 3F: 3 clusters Score -513765.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -514476.125000 Penalty: 3977.401367
	Iteration 4F: 3 clusters Score -514476.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -515074.375000 Penalty: 3977.401367
	Iteration 5F: 3 clusters Score -515074.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -515362.718750 Penalty: 3977.401367
	Iteration 6F: 3 clusters Score -515362.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -515538.562500 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -515538.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -515638.031250 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -515638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -515703.406250 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -515703.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -515749.968750 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -515750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -515775.156250 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -515775.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -515790.968750 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -515791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -515797.531250 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -515797.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -515801.406250 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -515801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -515806.437500 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -515806.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -515811.968750 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -515812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -515819.312500 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -515819.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -515824.625000 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -515824.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -515827.875000 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -515827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -515831.531250 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -515831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -515835.625000 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -515835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -515839.156250 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -515839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -515840.656250 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -515840.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -515842.468750 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -515842.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -515843.343750 Penalty: 3977.401367
	Iteration 25Q: 3 clusters Score -515843.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -515842.812500 Penalty: 3977.401367
	Iteration 26Q: 3 clusters Score -515842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -515842.812500 Penalty: 3977.401367
	Iteration 27F: 3 clusters Score -515842.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 71321 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Entering Unmasked Estep 
Score: -136987024.000000 Penalty: 80490.468750
Splitting cluster 11 changes total score from -136956672.000000 to -136987024.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (34715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Entering Unmasked Estep 
Score: -6309301.000000 Penalty: 2592.822021
	Iteration 0F: 2 clusters Score -6309301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -6285801.500000 Penalty: 5185.644043
	Iteration 0F: 3 clusters Score -6285802 nChanged 15627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -6294319.500000 Penalty: 5185.644043
	Iteration 1F: 3 clusters Score -6294320 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -6294732.000000 Penalty: 5185.644043
	Iteration 2Q: 3 clusters Score -6294732 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -6295182.000000 Penalty: 5185.644043
	Iteration 3Q: 3 clusters Score -6295182 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -6295600.500000 Penalty: 5185.644043
	Iteration 4Q: 3 clusters Score -6295600 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -6296097.000000 Penalty: 5185.644043
	Iteration 5Q: 3 clusters Score -6296097 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6296649.500000 Penalty: 5185.644043
	Iteration 6Q: 3 clusters Score -6296650 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -6297244.000000 Penalty: 5185.644043
	Iteration 7Q: 3 clusters Score -6297244 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -6298025.500000 Penalty: 5185.644043
	Iteration 8Q: 3 clusters Score -6298026 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -6299143.000000 Penalty: 5185.644043
	Iteration 9F: 3 clusters Score -6299143 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6300551.500000 Penalty: 5185.644043
	Iteration 10F: 3 clusters Score -6300552 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -6302359.500000 Penalty: 5185.644043
	Iteration 11F: 3 clusters Score -6302360 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -6304111.500000 Penalty: 5185.644043
	Iteration 12F: 3 clusters Score -6304112 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -6305491.000000 Penalty: 5185.644043
	Iteration 13Q: 3 clusters Score -6305491 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -6306264.500000 Penalty: 5185.644043
	Iteration 14Q: 3 clusters Score -6306264 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6306673.500000 Penalty: 5185.644043
	Iteration 15Q: 3 clusters Score -6306674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6306826.500000 Penalty: 5185.644043
	Iteration 16Q: 3 clusters Score -6306826 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6306898.000000 Penalty: 5185.644043
	Iteration 17Q: 3 clusters Score -6306898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6306947.500000 Penalty: 5185.644043
	Iteration 18Q: 3 clusters Score -6306948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6306982.000000 Penalty: 5185.644043
	Iteration 19Q: 3 clusters Score -6306982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6307012.000000 Penalty: 5185.644043
	Iteration 20F: 3 clusters Score -6307012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34448 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6307029.500000 Penalty: 5185.644043
	Iteration 21Q: 3 clusters Score -6307030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6307042.500000 Penalty: 5185.644043
	Iteration 22Q: 3 clusters Score -6307042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6307054.000000 Penalty: 5185.644043
	Iteration 23Q: 3 clusters Score -6307054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6307052.000000 Penalty: 5185.644043
	Iteration 24Q: 3 clusters Score -6307052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34465 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6307057.500000 Penalty: 5185.644043
	Iteration 25Q: 3 clusters Score -6307058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6307062.000000 Penalty: 5185.644043
	Iteration 26Q: 3 clusters Score -6307062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6307059.000000 Penalty: 5185.644043
	Iteration 27Q: 3 clusters Score -6307059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6307060.500000 Penalty: 5185.644043
	Iteration 28Q: 3 clusters Score -6307060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6307069.000000 Penalty: 5185.644043
	Iteration 29Q: 3 clusters Score -6307069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6307070.000000 Penalty: 5185.644043
	Iteration 30Q: 3 clusters Score -6307070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6307082.500000 Penalty: 5185.644043
	Iteration 31Q: 3 clusters Score -6307082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6307083.000000 Penalty: 5185.644043
	Iteration 32Q: 3 clusters Score -6307083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6307083.000000 Penalty: 5185.644043
	Iteration 33F: 3 clusters Score -6307083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (71321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71321 members 
Entering Unmasked Estep 
Score: -13208479.000000 Penalty: 2771.386475
	Iteration 0F: 2 clusters Score -1.320848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -13175307.000000 Penalty: 5542.772949
	Iteration 0F: 3 clusters Score -1.317531e+07 nChanged 33296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -13194170.000000 Penalty: 5542.772949
	Iteration 1F: 3 clusters Score -1.319417e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -13195101.000000 Penalty: 5542.772949
	Iteration 2Q: 3 clusters Score -1.31951e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -13196271.000000 Penalty: 5542.772949
	Iteration 3Q: 3 clusters Score -1.319627e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -13197717.000000 Penalty: 5542.772949
	Iteration 4Q: 3 clusters Score -1.319772e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -13199388.000000 Penalty: 5542.772949
	Iteration 5Q: 3 clusters Score -1.319939e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -13201533.000000 Penalty: 5542.772949
	Iteration 6Q: 3 clusters Score -1.320153e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -13203797.000000 Penalty: 5542.772949
	Iteration 7F: 3 clusters Score -1.32038e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -13206133.000000 Penalty: 5542.772949
	Iteration 8F: 3 clusters Score -1.320613e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -13208367.000000 Penalty: 5542.772949
	Iteration 9F: 3 clusters Score -1.320837e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -13209973.000000 Penalty: 5542.772949
	Iteration 10F: 3 clusters Score -1.320997e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -13210963.000000 Penalty: 5542.772949
	Iteration 11Q: 3 clusters Score -1.321096e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -13211370.000000 Penalty: 5542.772949
	Iteration 12Q: 3 clusters Score -1.321137e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -13211565.000000 Penalty: 5542.772949
	Iteration 13Q: 3 clusters Score -1.321156e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -13211582.000000 Penalty: 5542.772949
	Iteration 14Q: 3 clusters Score -1.321158e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -13211587.000000 Penalty: 5542.772949
	Iteration 15Q: 3 clusters Score -1.321159e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -13211546.000000 Penalty: 5542.772949
	Iteration 16Q: 3 clusters Score -1.321155e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -13211538.000000 Penalty: 5542.772949
	Iteration 17Q: 3 clusters Score -1.321154e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -13211574.000000 Penalty: 5542.772949
	Iteration 18Q: 3 clusters Score -1.321157e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -13211568.000000 Penalty: 5542.772949
	Iteration 19Q: 3 clusters Score -1.321157e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -13211539.000000 Penalty: 5542.772949
	Iteration 20F: 3 clusters Score -1.321154e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -13211500.000000 Penalty: 5542.772949
	Iteration 21Q: 3 clusters Score -1.32115e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -13211511.000000 Penalty: 5542.772949
	Iteration 22Q: 3 clusters Score -1.321151e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -13211555.000000 Penalty: 5542.772949
	Iteration 23Q: 3 clusters Score -1.321156e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -13211614.000000 Penalty: 5542.772949
	Iteration 24Q: 3 clusters Score -1.321161e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -13211637.000000 Penalty: 5542.772949
	Iteration 25Q: 3 clusters Score -1.321164e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -13211696.000000 Penalty: 5542.772949
	Iteration 26Q: 3 clusters Score -1.32117e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -13211677.000000 Penalty: 5542.772949
	Iteration 27Q: 3 clusters Score -1.321168e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -13211766.000000 Penalty: 5542.772949
	Iteration 28Q: 3 clusters Score -1.321177e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -13211851.000000 Penalty: 5542.772949
	Iteration 29Q: 3 clusters Score -1.321185e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -13211878.000000 Penalty: 5542.772949
	Iteration 30Q: 3 clusters Score -1.321188e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -13211997.000000 Penalty: 5542.772949
	Iteration 31Q: 3 clusters Score -1.3212e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -13212018.000000 Penalty: 5542.772949
	Iteration 32Q: 3 clusters Score -1.321202e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -13212130.000000 Penalty: 5542.772949
	Iteration 33Q: 3 clusters Score -1.321213e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -13212201.000000 Penalty: 5542.772949
	Iteration 34Q: 3 clusters Score -1.32122e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -13212198.000000 Penalty: 5542.772949
	Iteration 35Q: 3 clusters Score -1.32122e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -13212299.000000 Penalty: 5542.772949
	Iteration 36Q: 3 clusters Score -1.32123e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44539 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -13212453.000000 Penalty: 5542.772949
	Iteration 37Q: 3 clusters Score -1.321245e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -13212489.000000 Penalty: 5542.772949
	Iteration 38Q: 3 clusters Score -1.321249e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -13212581.000000 Penalty: 5542.772949
	Iteration 39Q: 3 clusters Score -1.321258e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -13212637.000000 Penalty: 5542.772949
	Iteration 40F: 3 clusters Score -1.321264e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -13212692.000000 Penalty: 5542.772949
	Iteration 41Q: 3 clusters Score -1.321269e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -13212718.000000 Penalty: 5542.772949
	Iteration 42Q: 3 clusters Score -1.321272e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -13212753.000000 Penalty: 5542.772949
	Iteration 43Q: 3 clusters Score -1.321275e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -13212741.000000 Penalty: 5542.772949
	Iteration 44Q: 3 clusters Score -1.321274e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -13212792.000000 Penalty: 5542.772949
	Iteration 45Q: 3 clusters Score -1.321279e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -13212802.000000 Penalty: 5542.772949
	Iteration 46Q: 3 clusters Score -1.32128e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -13212835.000000 Penalty: 5542.772949
	Iteration 47Q: 3 clusters Score -1.321284e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -13212850.000000 Penalty: 5542.772949
	Iteration 48Q: 3 clusters Score -1.321285e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -13212895.000000 Penalty: 5542.772949
	Iteration 49Q: 3 clusters Score -1.32129e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43991 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -13212874.000000 Penalty: 5542.772949
	Iteration 50Q: 3 clusters Score -1.321287e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -13212906.000000 Penalty: 5542.772949
	Iteration 51Q: 3 clusters Score -1.321291e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -13212906.000000 Penalty: 5542.772949
	Iteration 52Q: 3 clusters Score -1.321291e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -13212895.000000 Penalty: 5542.772949
	Iteration 53Q: 3 clusters Score -1.32129e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -13212859.000000 Penalty: 5542.772949
	Iteration 54Q: 3 clusters Score -1.321286e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -13212867.000000 Penalty: 5542.772949
	Iteration 55Q: 3 clusters Score -1.321287e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -13212897.000000 Penalty: 5542.772949
	Iteration 56Q: 3 clusters Score -1.32129e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -13212918.000000 Penalty: 5542.772949
	Iteration 57Q: 3 clusters Score -1.321292e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -13212910.000000 Penalty: 5542.772949
	Iteration 58Q: 3 clusters Score -1.321291e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -13212922.000000 Penalty: 5542.772949
	Iteration 59Q: 3 clusters Score -1.321292e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -13212937.000000 Penalty: 5542.772949
	Iteration 60F: 3 clusters Score -1.321294e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -13212942.000000 Penalty: 5542.772949
	Iteration 61Q: 3 clusters Score -1.321294e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -13212976.000000 Penalty: 5542.772949
	Iteration 62Q: 3 clusters Score -1.321298e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -13212968.000000 Penalty: 5542.772949
	Iteration 63Q: 3 clusters Score -1.321297e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -13212975.000000 Penalty: 5542.772949
	Iteration 64Q: 3 clusters Score -1.321298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -13212976.000000 Penalty: 5542.772949
	Iteration 65Q: 3 clusters Score -1.321298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -13212982.000000 Penalty: 5542.772949
	Iteration 66Q: 3 clusters Score -1.321298e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -13212977.000000 Penalty: 5542.772949
	Iteration 67Q: 3 clusters Score -1.321298e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -13212971.000000 Penalty: 5542.772949
	Iteration 68Q: 3 clusters Score -1.321297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -13212931.000000 Penalty: 5542.772949
	Iteration 69Q: 3 clusters Score -1.321293e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -13212920.000000 Penalty: 5542.772949
	Iteration 70Q: 3 clusters Score -1.321292e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -13212940.000000 Penalty: 5542.772949
	Iteration 71Q: 3 clusters Score -1.321294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -13212940.000000 Penalty: 5542.772949
	Iteration 72Q: 3 clusters Score -1.321294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -13212935.000000 Penalty: 5542.772949
	Iteration 73Q: 3 clusters Score -1.321294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -13212951.000000 Penalty: 5542.772949
	Iteration 74Q: 3 clusters Score -1.321295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -13212954.000000 Penalty: 5542.772949
	Iteration 75Q: 3 clusters Score -1.321295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -13212953.000000 Penalty: 5542.772949
	Iteration 76Q: 3 clusters Score -1.321295e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -13212948.000000 Penalty: 5542.772949
	Iteration 77Q: 3 clusters Score -1.321295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -13212934.000000 Penalty: 5542.772949
	Iteration 78Q: 3 clusters Score -1.321293e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -13212938.000000 Penalty: 5542.772949
	Iteration 79Q: 3 clusters Score -1.321294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -13212930.000000 Penalty: 5542.772949
	Iteration 80F: 3 clusters Score -1.321293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -13212921.000000 Penalty: 5542.772949
	Iteration 81Q: 3 clusters Score -1.321292e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -13212907.000000 Penalty: 5542.772949
	Iteration 82Q: 3 clusters Score -1.321291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13212916.000000 Penalty: 5542.772949
	Iteration 83Q: 3 clusters Score -1.321292e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13212918.000000 Penalty: 5542.772949
	Iteration 84Q: 3 clusters Score -1.321292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -13212917.000000 Penalty: 5542.772949
	Iteration 85Q: 3 clusters Score -1.321292e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13212920.000000 Penalty: 5542.772949
	Iteration 86Q: 3 clusters Score -1.321292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -13212920.000000 Penalty: 5542.772949
	Iteration 87F: 3 clusters Score -1.321292e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 5753 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Entering Unmasked Estep 
Score: -136990576.000000 Penalty: 83844.242188
Splitting cluster 13 changes total score from -136956672.000000 to -136990576.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (5753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Entering Unmasked Estep 
Score: -1042254.625000 Penalty: 2147.054199
	Iteration 0F: 2 clusters Score -1042255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1037245.812500 Penalty: 4294.108398
	Iteration 0F: 3 clusters Score -1037246 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1038486.625000 Penalty: 4294.108398
	Iteration 1F: 3 clusters Score -1038487 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1038732.062500 Penalty: 4294.108398
	Iteration 2F: 3 clusters Score -1038732 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1038918.812500 Penalty: 4294.108398
	Iteration 3F: 3 clusters Score -1038919 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1039104.125000 Penalty: 4294.108398
	Iteration 4Q: 3 clusters Score -1039104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1039320.750000 Penalty: 4294.108398
	Iteration 5Q: 3 clusters Score -1039321 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1039576.875000 Penalty: 4294.108398
	Iteration 6Q: 3 clusters Score -1039577 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1039875.812500 Penalty: 4294.108398
	Iteration 7F: 3 clusters Score -1039876 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1040320.125000 Penalty: 4294.108398
	Iteration 8F: 3 clusters Score -1040320 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1040929.937500 Penalty: 4294.108398
	Iteration 9F: 3 clusters Score -1040930 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1041620.437500 Penalty: 4294.108398
	Iteration 10F: 3 clusters Score -1041620 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1042343.500000 Penalty: 4294.108398
	Iteration 11F: 3 clusters Score -1042344 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1042789.062500 Penalty: 4294.108398
	Iteration 12Q: 3 clusters Score -1042789 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1043039.937500 Penalty: 4294.108398
	Iteration 13Q: 3 clusters Score -1043040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1043141.437500 Penalty: 4294.108398
	Iteration 14Q: 3 clusters Score -1043141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1043179.937500 Penalty: 4294.108398
	Iteration 15Q: 3 clusters Score -1043180 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1043203.562500 Penalty: 4294.108398
	Iteration 16Q: 3 clusters Score -1043204 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1043219.562500 Penalty: 4294.108398
	Iteration 17Q: 3 clusters Score -1043220 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1043230.500000 Penalty: 4294.108398
	Iteration 18Q: 3 clusters Score -1043230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1043237.562500 Penalty: 4294.108398
	Iteration 19Q: 3 clusters Score -1043238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1043242.687500 Penalty: 4294.108398
	Iteration 20F: 3 clusters Score -1043243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1043242.687500 Penalty: 4294.108398
	Iteration 21Q: 3 clusters Score -1043243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1043242.187500 Penalty: 4294.108398
	Iteration 22Q: 3 clusters Score -1043242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1043242.687500 Penalty: 4294.108398
	Iteration 23Q: 3 clusters Score -1043243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1043242.687500 Penalty: 4294.108398
	Iteration 24F: 3 clusters Score -1043243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 50352 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 1778 members 
Entering Unmasked Estep 
Score: -136990160.000000 Penalty: 87198.015625
Splitting cluster 14 changes total score from -136956672.000000 to -136990160.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (50352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Entering Unmasked Estep 
Score: -9356834.000000 Penalty: 2685.044922
	Iteration 0F: 2 clusters Score -9356834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -9325987.000000 Penalty: 5370.089844
	Iteration 0F: 3 clusters Score -9325987 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -9339009.000000 Penalty: 5370.089844
	Iteration 1F: 3 clusters Score -9339009 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -9339796.000000 Penalty: 5370.089844
	Iteration 2Q: 3 clusters Score -9339796 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -9340800.000000 Penalty: 5370.089844
	Iteration 3Q: 3 clusters Score -9340800 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -9342125.000000 Penalty: 5370.089844
	Iteration 4F: 3 clusters Score -9342125 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 31311 members 
Entering Unmasked Estep 
Score: -9344055.000000 Penalty: 5370.089844
	Iteration 5F: 3 clusters Score -9344055 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -9346671.000000 Penalty: 5370.089844
	Iteration 6F: 3 clusters Score -9346671 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -9350029.000000 Penalty: 5370.089844
	Iteration 7F: 3 clusters Score -9350029 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -9353394.000000 Penalty: 5370.089844
	Iteration 8F: 3 clusters Score -9353394 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -9355972.000000 Penalty: 5370.089844
	Iteration 9F: 3 clusters Score -9355972 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -9357144.000000 Penalty: 5370.089844
	Iteration 10Q: 3 clusters Score -9357144 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -9357700.000000 Penalty: 5370.089844
	Iteration 11Q: 3 clusters Score -9357700 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9357971.000000 Penalty: 5370.089844
	Iteration 12Q: 3 clusters Score -9357971 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -9357959.000000 Penalty: 5370.089844
	Iteration 13Q: 3 clusters Score -9357959 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
Score: -9357959.000000 Penalty: 5370.089844
	Iteration 14Q: 3 clusters Score -9357959 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9357891.000000 Penalty: 5370.089844
	Iteration 15Q: 3 clusters Score -9357891 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -9357798.000000 Penalty: 5370.089844
	Iteration 16Q: 3 clusters Score -9357798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9357719.000000 Penalty: 5370.089844
	Iteration 17Q: 3 clusters Score -9357719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -9357608.000000 Penalty: 5370.089844
	Iteration 18Q: 3 clusters Score -9357608 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9357589.000000 Penalty: 5370.089844
	Iteration 19Q: 3 clusters Score -9357589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 48451 members 
Entering Unmasked Estep 
Score: -9357567.000000 Penalty: 5370.089844
	Iteration 20F: 3 clusters Score -9357567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -9357508.000000 Penalty: 5370.089844
	Iteration 21Q: 3 clusters Score -9357508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -9357452.000000 Penalty: 5370.089844
	Iteration 22Q: 3 clusters Score -9357452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9357452.000000 Penalty: 5370.089844
	Iteration 23Q: 3 clusters Score -9357452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -9357429.000000 Penalty: 5370.089844
	Iteration 24Q: 3 clusters Score -9357429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9357425.000000 Penalty: 5370.089844
	Iteration 25Q: 3 clusters Score -9357425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -9357407.000000 Penalty: 5370.089844
	Iteration 26Q: 3 clusters Score -9357407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -9357393.000000 Penalty: 5370.089844
	Iteration 27Q: 3 clusters Score -9357393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -9357378.000000 Penalty: 5370.089844
	Iteration 28Q: 3 clusters Score -9357378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9357367.000000 Penalty: 5370.089844
	Iteration 29Q: 3 clusters Score -9357367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -9357364.000000 Penalty: 5370.089844
	Iteration 30Q: 3 clusters Score -9357364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9357350.000000 Penalty: 5370.089844
	Iteration 31Q: 3 clusters Score -9357350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9357347.000000 Penalty: 5370.089844
	Iteration 32Q: 3 clusters Score -9357347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -9357341.000000 Penalty: 5370.089844
	Iteration 33Q: 3 clusters Score -9357341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9357343.000000 Penalty: 5370.089844
	Iteration 34Q: 3 clusters Score -9357343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -9357325.000000 Penalty: 5370.089844
	Iteration 35Q: 3 clusters Score -9357325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -9357322.000000 Penalty: 5370.089844
	Iteration 36Q: 3 clusters Score -9357322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -9357335.000000 Penalty: 5370.089844
	Iteration 37Q: 3 clusters Score -9357335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -9357330.000000 Penalty: 5370.089844
	Iteration 38Q: 3 clusters Score -9357330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -9357320.000000 Penalty: 5370.089844
	Iteration 39Q: 3 clusters Score -9357320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -9357315.000000 Penalty: 5370.089844
	Iteration 40F: 3 clusters Score -9357315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -9357316.000000 Penalty: 5370.089844
	Iteration 41Q: 3 clusters Score -9357316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -9357303.000000 Penalty: 5370.089844
	Iteration 42Q: 3 clusters Score -9357303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 48806 members 
Entering Unmasked Estep 
Score: -9357304.000000 Penalty: 5370.089844
	Iteration 43Q: 3 clusters Score -9357304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -9357307.000000 Penalty: 5370.089844
	Iteration 44Q: 3 clusters Score -9357307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 48817 members 
Entering Unmasked Estep 
Score: -9357305.000000 Penalty: 5370.089844
	Iteration 45Q: 3 clusters Score -9357305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9357304.000000 Penalty: 5370.089844
	Iteration 46Q: 3 clusters Score -9357304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -9357301.000000 Penalty: 5370.089844
	Iteration 47Q: 3 clusters Score -9357301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9357298.000000 Penalty: 5370.089844
	Iteration 48Q: 3 clusters Score -9357298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9357299.000000 Penalty: 5370.089844
	Iteration 49Q: 3 clusters Score -9357299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9357299.000000 Penalty: 5370.089844
	Iteration 50F: 3 clusters Score -9357299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 72490 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 48822 members 
Entering Unmasked Estep 
Score: -136989936.000000 Penalty: 90551.781250
Splitting cluster 15 changes total score from -136956672.000000 to -136989936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (72490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Entering Unmasked Estep 
Score: -13529535.000000 Penalty: 2775.418701
	Iteration 0F: 2 clusters Score -1.352954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -13505188.000000 Penalty: 5550.837402
	Iteration 0F: 3 clusters Score -1.350519e+07 nChanged 34009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -13524197.000000 Penalty: 5550.837402
	Iteration 1F: 3 clusters Score -1.35242e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 35708 members 
Entering Unmasked Estep 
Score: -13524934.000000 Penalty: 5550.837402
	Iteration 2Q: 3 clusters Score -1.352493e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -13525650.000000 Penalty: 5550.837402
	Iteration 3Q: 3 clusters Score -1.352565e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -13526430.000000 Penalty: 5550.837402
	Iteration 4Q: 3 clusters Score -1.352643e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -13527521.000000 Penalty: 5550.837402
	Iteration 5Q: 3 clusters Score -1.352752e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -13529122.000000 Penalty: 5550.837402
	Iteration 6Q: 3 clusters Score -1.352912e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -13531614.000000 Penalty: 5550.837402
	Iteration 7F: 3 clusters Score -1.353161e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -13535137.000000 Penalty: 5550.837402
	Iteration 8F: 3 clusters Score -1.353514e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -13538459.000000 Penalty: 5550.837402
	Iteration 9F: 3 clusters Score -1.353846e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -13539922.000000 Penalty: 5550.837402
	Iteration 10F: 3 clusters Score -1.353992e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -13540360.000000 Penalty: 5550.837402
	Iteration 11Q: 3 clusters Score -1.354036e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -13540469.000000 Penalty: 5550.837402
	Iteration 12Q: 3 clusters Score -1.354047e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -13540597.000000 Penalty: 5550.837402
	Iteration 13Q: 3 clusters Score -1.35406e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -13540700.000000 Penalty: 5550.837402
	Iteration 14Q: 3 clusters Score -1.35407e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -13540806.000000 Penalty: 5550.837402
	Iteration 15Q: 3 clusters Score -1.354081e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -13540920.000000 Penalty: 5550.837402
	Iteration 16Q: 3 clusters Score -1.354092e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -13541006.000000 Penalty: 5550.837402
	Iteration 17Q: 3 clusters Score -1.354101e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -13541066.000000 Penalty: 5550.837402
	Iteration 18Q: 3 clusters Score -1.354107e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -13541102.000000 Penalty: 5550.837402
	Iteration 19Q: 3 clusters Score -1.35411e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -13541097.000000 Penalty: 5550.837402
	Iteration 20F: 3 clusters Score -1.35411e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -13541203.000000 Penalty: 5550.837402
	Iteration 21Q: 3 clusters Score -1.35412e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -13541291.000000 Penalty: 5550.837402
	Iteration 22Q: 3 clusters Score -1.354129e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -13541364.000000 Penalty: 5550.837402
	Iteration 23Q: 3 clusters Score -1.354136e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -13541446.000000 Penalty: 5550.837402
	Iteration 24Q: 3 clusters Score -1.354145e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -13541447.000000 Penalty: 5550.837402
	Iteration 25Q: 3 clusters Score -1.354145e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -13541576.000000 Penalty: 5550.837402
	Iteration 26Q: 3 clusters Score -1.354158e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -13541593.000000 Penalty: 5550.837402
	Iteration 27Q: 3 clusters Score -1.354159e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -13541597.000000 Penalty: 5550.837402
	Iteration 28Q: 3 clusters Score -1.35416e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -13541594.000000 Penalty: 5550.837402
	Iteration 29Q: 3 clusters Score -1.354159e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -13541640.000000 Penalty: 5550.837402
	Iteration 30Q: 3 clusters Score -1.354164e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -13541672.000000 Penalty: 5550.837402
	Iteration 31Q: 3 clusters Score -1.354167e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -13541715.000000 Penalty: 5550.837402
	Iteration 32Q: 3 clusters Score -1.354172e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -13541801.000000 Penalty: 5550.837402
	Iteration 33Q: 3 clusters Score -1.35418e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -13541826.000000 Penalty: 5550.837402
	Iteration 34Q: 3 clusters Score -1.354183e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -13541857.000000 Penalty: 5550.837402
	Iteration 35Q: 3 clusters Score -1.354186e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -13541903.000000 Penalty: 5550.837402
	Iteration 36Q: 3 clusters Score -1.35419e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -13541957.000000 Penalty: 5550.837402
	Iteration 37Q: 3 clusters Score -1.354196e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -13542003.000000 Penalty: 5550.837402
	Iteration 38Q: 3 clusters Score -1.3542e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -13542040.000000 Penalty: 5550.837402
	Iteration 39Q: 3 clusters Score -1.354204e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -13542094.000000 Penalty: 5550.837402
	Iteration 40F: 3 clusters Score -1.354209e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -13542100.000000 Penalty: 5550.837402
	Iteration 41Q: 3 clusters Score -1.35421e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -13542118.000000 Penalty: 5550.837402
	Iteration 42Q: 3 clusters Score -1.354212e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -13542131.000000 Penalty: 5550.837402
	Iteration 43Q: 3 clusters Score -1.354213e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -13542166.000000 Penalty: 5550.837402
	Iteration 44Q: 3 clusters Score -1.354217e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -13542204.000000 Penalty: 5550.837402
	Iteration 45Q: 3 clusters Score -1.35422e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -13542190.000000 Penalty: 5550.837402
	Iteration 46Q: 3 clusters Score -1.354219e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -13542187.000000 Penalty: 5550.837402
	Iteration 47Q: 3 clusters Score -1.354219e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -13542245.000000 Penalty: 5550.837402
	Iteration 48Q: 3 clusters Score -1.354224e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -13542252.000000 Penalty: 5550.837402
	Iteration 49Q: 3 clusters Score -1.354225e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -13542269.000000 Penalty: 5550.837402
	Iteration 50Q: 3 clusters Score -1.354227e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -13542281.000000 Penalty: 5550.837402
	Iteration 51Q: 3 clusters Score -1.354228e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -13542283.000000 Penalty: 5550.837402
	Iteration 52Q: 3 clusters Score -1.354228e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -13542314.000000 Penalty: 5550.837402
	Iteration 53Q: 3 clusters Score -1.354231e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -13542321.000000 Penalty: 5550.837402
	Iteration 54Q: 3 clusters Score -1.354232e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -13542326.000000 Penalty: 5550.837402
	Iteration 55Q: 3 clusters Score -1.354233e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -13542352.000000 Penalty: 5550.837402
	Iteration 56Q: 3 clusters Score -1.354235e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -13542367.000000 Penalty: 5550.837402
	Iteration 57Q: 3 clusters Score -1.354237e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -13542401.000000 Penalty: 5550.837402
	Iteration 58Q: 3 clusters Score -1.35424e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -13542406.000000 Penalty: 5550.837402
	Iteration 59Q: 3 clusters Score -1.354241e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -13542412.000000 Penalty: 5550.837402
	Iteration 60F: 3 clusters Score -1.354241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -13542414.000000 Penalty: 5550.837402
	Iteration 61Q: 3 clusters Score -1.354241e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -13542417.000000 Penalty: 5550.837402
	Iteration 62Q: 3 clusters Score -1.354242e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -13542419.000000 Penalty: 5550.837402
	Iteration 63Q: 3 clusters Score -1.354242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -13542441.000000 Penalty: 5550.837402
	Iteration 64Q: 3 clusters Score -1.354244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -13542471.000000 Penalty: 5550.837402
	Iteration 65Q: 3 clusters Score -1.354247e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -13542457.000000 Penalty: 5550.837402
	Iteration 66Q: 3 clusters Score -1.354246e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -13542455.000000 Penalty: 5550.837402
	Iteration 67Q: 3 clusters Score -1.354246e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -13542484.000000 Penalty: 5550.837402
	Iteration 68Q: 3 clusters Score -1.354248e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -13542479.000000 Penalty: 5550.837402
	Iteration 69Q: 3 clusters Score -1.354248e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -13542517.000000 Penalty: 5550.837402
	Iteration 70Q: 3 clusters Score -1.354252e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -13542536.000000 Penalty: 5550.837402
	Iteration 71Q: 3 clusters Score -1.354254e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -13542535.000000 Penalty: 5550.837402
	Iteration 72Q: 3 clusters Score -1.354254e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -13542539.000000 Penalty: 5550.837402
	Iteration 73Q: 3 clusters Score -1.354254e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -13542533.000000 Penalty: 5550.837402
	Iteration 74Q: 3 clusters Score -1.354253e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -13542545.000000 Penalty: 5550.837402
	Iteration 75Q: 3 clusters Score -1.354254e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -13542547.000000 Penalty: 5550.837402
	Iteration 76Q: 3 clusters Score -1.354255e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -13542522.000000 Penalty: 5550.837402
	Iteration 77Q: 3 clusters Score -1.354252e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -13542515.000000 Penalty: 5550.837402
	Iteration 78Q: 3 clusters Score -1.354252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -13542514.000000 Penalty: 5550.837402
	Iteration 79Q: 3 clusters Score -1.354251e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -13542522.000000 Penalty: 5550.837402
	Iteration 80F: 3 clusters Score -1.354252e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -13542534.000000 Penalty: 5550.837402
	Iteration 81Q: 3 clusters Score -1.354253e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -13542554.000000 Penalty: 5550.837402
	Iteration 82Q: 3 clusters Score -1.354255e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -13542571.000000 Penalty: 5550.837402
	Iteration 83Q: 3 clusters Score -1.354257e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -13542577.000000 Penalty: 5550.837402
	Iteration 84Q: 3 clusters Score -1.354258e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -13542586.000000 Penalty: 5550.837402
	Iteration 85Q: 3 clusters Score -1.354259e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -13542578.000000 Penalty: 5550.837402
	Iteration 86Q: 3 clusters Score -1.354258e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -13542563.000000 Penalty: 5550.837402
	Iteration 87Q: 3 clusters Score -1.354256e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -13542567.000000 Penalty: 5550.837402
	Iteration 88Q: 3 clusters Score -1.354257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -13542571.000000 Penalty: 5550.837402
	Iteration 89Q: 3 clusters Score -1.354257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -13542587.000000 Penalty: 5550.837402
	Iteration 90Q: 3 clusters Score -1.354259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -13542591.000000 Penalty: 5550.837402
	Iteration 91Q: 3 clusters Score -1.354259e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -13542590.000000 Penalty: 5550.837402
	Iteration 92Q: 3 clusters Score -1.354259e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -13542598.000000 Penalty: 5550.837402
	Iteration 93Q: 3 clusters Score -1.35426e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -13542603.000000 Penalty: 5550.837402
	Iteration 94Q: 3 clusters Score -1.35426e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -13542615.000000 Penalty: 5550.837402
	Iteration 95Q: 3 clusters Score -1.354262e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -13542615.000000 Penalty: 5550.837402
	Iteration 96Q: 3 clusters Score -1.354262e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -13542622.000000 Penalty: 5550.837402
	Iteration 97Q: 3 clusters Score -1.354262e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -13542624.000000 Penalty: 5550.837402
	Iteration 98Q: 3 clusters Score -1.354262e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -13542613.000000 Penalty: 5550.837402
	Iteration 99Q: 3 clusters Score -1.354261e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -13542625.000000 Penalty: 5550.837402
	Iteration 100F: 3 clusters Score -1.354262e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -13542646.000000 Penalty: 5550.837402
	Iteration 101Q: 3 clusters Score -1.354265e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -13542676.000000 Penalty: 5550.837402
	Iteration 102Q: 3 clusters Score -1.354268e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -13542671.000000 Penalty: 5550.837402
	Iteration 103Q: 3 clusters Score -1.354267e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -13542682.000000 Penalty: 5550.837402
	Iteration 104Q: 3 clusters Score -1.354268e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -13542686.000000 Penalty: 5550.837402
	Iteration 105Q: 3 clusters Score -1.354269e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -13542677.000000 Penalty: 5550.837402
	Iteration 106Q: 3 clusters Score -1.354268e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -13542692.000000 Penalty: 5550.837402
	Iteration 107Q: 3 clusters Score -1.354269e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -13542660.000000 Penalty: 5550.837402
	Iteration 108Q: 3 clusters Score -1.354266e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -13542664.000000 Penalty: 5550.837402
	Iteration 109Q: 3 clusters Score -1.354266e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -13542668.000000 Penalty: 5550.837402
	Iteration 110Q: 3 clusters Score -1.354267e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -13542633.000000 Penalty: 5550.837402
	Iteration 111Q: 3 clusters Score -1.354263e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -13542656.000000 Penalty: 5550.837402
	Iteration 112Q: 3 clusters Score -1.354266e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -13542648.000000 Penalty: 5550.837402
	Iteration 113Q: 3 clusters Score -1.354265e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -13542661.000000 Penalty: 5550.837402
	Iteration 114Q: 3 clusters Score -1.354266e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -13542668.000000 Penalty: 5550.837402
	Iteration 115Q: 3 clusters Score -1.354267e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -13542681.000000 Penalty: 5550.837402
	Iteration 116Q: 3 clusters Score -1.354268e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -13542671.000000 Penalty: 5550.837402
	Iteration 117Q: 3 clusters Score -1.354267e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -13542687.000000 Penalty: 5550.837402
	Iteration 118Q: 3 clusters Score -1.354269e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -13542677.000000 Penalty: 5550.837402
	Iteration 119Q: 3 clusters Score -1.354268e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -13542673.000000 Penalty: 5550.837402
	Iteration 120F: 3 clusters Score -1.354267e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -13542678.000000 Penalty: 5550.837402
	Iteration 121Q: 3 clusters Score -1.354268e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -13542703.000000 Penalty: 5550.837402
	Iteration 122Q: 3 clusters Score -1.35427e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -13542712.000000 Penalty: 5550.837402
	Iteration 123Q: 3 clusters Score -1.354271e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -13542692.000000 Penalty: 5550.837402
	Iteration 124Q: 3 clusters Score -1.354269e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -13542700.000000 Penalty: 5550.837402
	Iteration 125Q: 3 clusters Score -1.35427e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -13542699.000000 Penalty: 5550.837402
	Iteration 126Q: 3 clusters Score -1.35427e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -13542701.000000 Penalty: 5550.837402
	Iteration 127Q: 3 clusters Score -1.35427e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -13542712.000000 Penalty: 5550.837402
	Iteration 128Q: 3 clusters Score -1.354271e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -13542751.000000 Penalty: 5550.837402
	Iteration 129Q: 3 clusters Score -1.354275e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -13542779.000000 Penalty: 5550.837402
	Iteration 130Q: 3 clusters Score -1.354278e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -13542813.000000 Penalty: 5550.837402
	Iteration 131Q: 3 clusters Score -1.354281e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -13542778.000000 Penalty: 5550.837402
	Iteration 132Q: 3 clusters Score -1.354278e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -13542784.000000 Penalty: 5550.837402
	Iteration 133Q: 3 clusters Score -1.354278e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -13542831.000000 Penalty: 5550.837402
	Iteration 134Q: 3 clusters Score -1.354283e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -13542909.000000 Penalty: 5550.837402
	Iteration 135Q: 3 clusters Score -1.354291e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -13542951.000000 Penalty: 5550.837402
	Iteration 136Q: 3 clusters Score -1.354295e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -13542966.000000 Penalty: 5550.837402
	Iteration 137Q: 3 clusters Score -1.354297e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -13542953.000000 Penalty: 5550.837402
	Iteration 138Q: 3 clusters Score -1.354295e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -13542997.000000 Penalty: 5550.837402
	Iteration 139Q: 3 clusters Score -1.3543e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -13543008.000000 Penalty: 5550.837402
	Iteration 140F: 3 clusters Score -1.354301e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -13543020.000000 Penalty: 5550.837402
	Iteration 141Q: 3 clusters Score -1.354302e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -13543002.000000 Penalty: 5550.837402
	Iteration 142Q: 3 clusters Score -1.3543e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -13543000.000000 Penalty: 5550.837402
	Iteration 143Q: 3 clusters Score -1.3543e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -13542992.000000 Penalty: 5550.837402
	Iteration 144Q: 3 clusters Score -1.354299e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -13543001.000000 Penalty: 5550.837402
	Iteration 145Q: 3 clusters Score -1.3543e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -13543005.000000 Penalty: 5550.837402
	Iteration 146Q: 3 clusters Score -1.3543e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -13542984.000000 Penalty: 5550.837402
	Iteration 147Q: 3 clusters Score -1.354298e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -13542977.000000 Penalty: 5550.837402
	Iteration 148Q: 3 clusters Score -1.354298e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -13543006.000000 Penalty: 5550.837402
	Iteration 149Q: 3 clusters Score -1.354301e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -13542965.000000 Penalty: 5550.837402
	Iteration 150Q: 3 clusters Score -1.354296e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -13542942.000000 Penalty: 5550.837402
	Iteration 151Q: 3 clusters Score -1.354294e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -13542997.000000 Penalty: 5550.837402
	Iteration 152Q: 3 clusters Score -1.3543e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -13542954.000000 Penalty: 5550.837402
	Iteration 153Q: 3 clusters Score -1.354295e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -13542945.000000 Penalty: 5550.837402
	Iteration 154Q: 3 clusters Score -1.354294e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -13542979.000000 Penalty: 5550.837402
	Iteration 155Q: 3 clusters Score -1.354298e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -13542965.000000 Penalty: 5550.837402
	Iteration 156Q: 3 clusters Score -1.354296e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -13542914.000000 Penalty: 5550.837402
	Iteration 157Q: 3 clusters Score -1.354291e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -13542885.000000 Penalty: 5550.837402
	Iteration 158Q: 3 clusters Score -1.354288e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -13542899.000000 Penalty: 5550.837402
	Iteration 159Q: 3 clusters Score -1.35429e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -13542926.000000 Penalty: 5550.837402
	Iteration 160F: 3 clusters Score -1.354293e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -13542916.000000 Penalty: 5550.837402
	Iteration 161Q: 3 clusters Score -1.354292e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -13542907.000000 Penalty: 5550.837402
	Iteration 162Q: 3 clusters Score -1.354291e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -13542909.000000 Penalty: 5550.837402
	Iteration 163Q: 3 clusters Score -1.354291e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -13542917.000000 Penalty: 5550.837402
	Iteration 164Q: 3 clusters Score -1.354292e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -13542927.000000 Penalty: 5550.837402
	Iteration 165Q: 3 clusters Score -1.354293e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -13542925.000000 Penalty: 5550.837402
	Iteration 166Q: 3 clusters Score -1.354292e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -13542946.000000 Penalty: 5550.837402
	Iteration 167Q: 3 clusters Score -1.354295e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -13542965.000000 Penalty: 5550.837402
	Iteration 168Q: 3 clusters Score -1.354296e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -13542949.000000 Penalty: 5550.837402
	Iteration 169Q: 3 clusters Score -1.354295e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -13542948.000000 Penalty: 5550.837402
	Iteration 170Q: 3 clusters Score -1.354295e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -13542968.000000 Penalty: 5550.837402
	Iteration 171Q: 3 clusters Score -1.354297e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -13542969.000000 Penalty: 5550.837402
	Iteration 172Q: 3 clusters Score -1.354297e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -13542984.000000 Penalty: 5550.837402
	Iteration 173Q: 3 clusters Score -1.354298e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -13543002.000000 Penalty: 5550.837402
	Iteration 174Q: 3 clusters Score -1.3543e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -13543003.000000 Penalty: 5550.837402
	Iteration 175Q: 3 clusters Score -1.3543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -13543011.000000 Penalty: 5550.837402
	Iteration 176Q: 3 clusters Score -1.354301e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -13543021.000000 Penalty: 5550.837402
	Iteration 177Q: 3 clusters Score -1.354302e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -13543018.000000 Penalty: 5550.837402
	Iteration 178Q: 3 clusters Score -1.354302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -13543024.000000 Penalty: 5550.837402
	Iteration 179Q: 3 clusters Score -1.354302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -13543018.000000 Penalty: 5550.837402
	Iteration 180F: 3 clusters Score -1.354302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -13543016.000000 Penalty: 5550.837402
	Iteration 181Q: 3 clusters Score -1.354302e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -13543028.000000 Penalty: 5550.837402
	Iteration 182Q: 3 clusters Score -1.354303e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -13543035.000000 Penalty: 5550.837402
	Iteration 183Q: 3 clusters Score -1.354304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 41890 members 
Entering Unmasked Estep 
Score: -13543031.000000 Penalty: 5550.837402
	Iteration 184Q: 3 clusters Score -1.354303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -13543032.000000 Penalty: 5550.837402
	Iteration 185Q: 3 clusters Score -1.354303e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -13543033.000000 Penalty: 5550.837402
	Iteration 186Q: 3 clusters Score -1.354303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -13543010.000000 Penalty: 5550.837402
	Iteration 187Q: 3 clusters Score -1.354301e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -13543030.000000 Penalty: 5550.837402
	Iteration 188Q: 3 clusters Score -1.354303e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -13543024.000000 Penalty: 5550.837402
	Iteration 189Q: 3 clusters Score -1.354302e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -13543021.000000 Penalty: 5550.837402
	Iteration 190Q: 3 clusters Score -1.354302e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -13543029.000000 Penalty: 5550.837402
	Iteration 191Q: 3 clusters Score -1.354303e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -13543036.000000 Penalty: 5550.837402
	Iteration 192Q: 3 clusters Score -1.354304e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -13543034.000000 Penalty: 5550.837402
	Iteration 193Q: 3 clusters Score -1.354303e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -13543058.000000 Penalty: 5550.837402
	Iteration 194Q: 3 clusters Score -1.354306e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -13543070.000000 Penalty: 5550.837402
	Iteration 195Q: 3 clusters Score -1.354307e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -13543075.000000 Penalty: 5550.837402
	Iteration 196Q: 3 clusters Score -1.354308e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -13543078.000000 Penalty: 5550.837402
	Iteration 197Q: 3 clusters Score -1.354308e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -13543071.000000 Penalty: 5550.837402
	Iteration 198Q: 3 clusters Score -1.354307e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -13543090.000000 Penalty: 5550.837402
	Iteration 199Q: 3 clusters Score -1.354309e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -13543105.000000 Penalty: 5550.837402
	Iteration 200F: 3 clusters Score -1.35431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -13543099.000000 Penalty: 5550.837402
	Iteration 201Q: 3 clusters Score -1.35431e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -13543112.000000 Penalty: 5550.837402
	Iteration 202Q: 3 clusters Score -1.354311e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -13543098.000000 Penalty: 5550.837402
	Iteration 203Q: 3 clusters Score -1.35431e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -13543074.000000 Penalty: 5550.837402
	Iteration 204Q: 3 clusters Score -1.354307e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -13543063.000000 Penalty: 5550.837402
	Iteration 205Q: 3 clusters Score -1.354306e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -13543071.000000 Penalty: 5550.837402
	Iteration 206Q: 3 clusters Score -1.354307e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -13543074.000000 Penalty: 5550.837402
	Iteration 207Q: 3 clusters Score -1.354307e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -13543055.000000 Penalty: 5550.837402
	Iteration 208Q: 3 clusters Score -1.354306e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -13543076.000000 Penalty: 5550.837402
	Iteration 209Q: 3 clusters Score -1.354308e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -13543093.000000 Penalty: 5550.837402
	Iteration 210Q: 3 clusters Score -1.354309e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -13543100.000000 Penalty: 5550.837402
	Iteration 211Q: 3 clusters Score -1.35431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -13543087.000000 Penalty: 5550.837402
	Iteration 212Q: 3 clusters Score -1.354309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -13543083.000000 Penalty: 5550.837402
	Iteration 213Q: 3 clusters Score -1.354308e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -13543071.000000 Penalty: 5550.837402
	Iteration 214Q: 3 clusters Score -1.354307e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -13543077.000000 Penalty: 5550.837402
	Iteration 215Q: 3 clusters Score -1.354308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -13543076.000000 Penalty: 5550.837402
	Iteration 216Q: 3 clusters Score -1.354308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -13543063.000000 Penalty: 5550.837402
	Iteration 217Q: 3 clusters Score -1.354306e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -13543053.000000 Penalty: 5550.837402
	Iteration 218Q: 3 clusters Score -1.354305e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -13543069.000000 Penalty: 5550.837402
	Iteration 219Q: 3 clusters Score -1.354307e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -13543078.000000 Penalty: 5550.837402
	Iteration 220F: 3 clusters Score -1.354308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -13543067.000000 Penalty: 5550.837402
	Iteration 221Q: 3 clusters Score -1.354307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -13543075.000000 Penalty: 5550.837402
	Iteration 222Q: 3 clusters Score -1.354308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -13543087.000000 Penalty: 5550.837402
	Iteration 223Q: 3 clusters Score -1.354309e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -13543097.000000 Penalty: 5550.837402
	Iteration 224Q: 3 clusters Score -1.35431e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -13543096.000000 Penalty: 5550.837402
	Iteration 225Q: 3 clusters Score -1.35431e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -13543107.000000 Penalty: 5550.837402
	Iteration 226Q: 3 clusters Score -1.354311e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -13543101.000000 Penalty: 5550.837402
	Iteration 227Q: 3 clusters Score -1.35431e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -13543099.000000 Penalty: 5550.837402
	Iteration 228Q: 3 clusters Score -1.35431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -13543102.000000 Penalty: 5550.837402
	Iteration 229Q: 3 clusters Score -1.35431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -13543083.000000 Penalty: 5550.837402
	Iteration 230Q: 3 clusters Score -1.354308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -13543096.000000 Penalty: 5550.837402
	Iteration 231Q: 3 clusters Score -1.35431e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -13543105.000000 Penalty: 5550.837402
	Iteration 232Q: 3 clusters Score -1.35431e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -13543103.000000 Penalty: 5550.837402
	Iteration 233Q: 3 clusters Score -1.35431e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -13543128.000000 Penalty: 5550.837402
	Iteration 234Q: 3 clusters Score -1.354313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -13543121.000000 Penalty: 5550.837402
	Iteration 235Q: 3 clusters Score -1.354312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -13543095.000000 Penalty: 5550.837402
	Iteration 236Q: 3 clusters Score -1.35431e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -13543098.000000 Penalty: 5550.837402
	Iteration 237Q: 3 clusters Score -1.35431e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -13543108.000000 Penalty: 5550.837402
	Iteration 238Q: 3 clusters Score -1.354311e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -13543123.000000 Penalty: 5550.837402
	Iteration 239Q: 3 clusters Score -1.354312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -13543130.000000 Penalty: 5550.837402
	Iteration 240F: 3 clusters Score -1.354313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -13543143.000000 Penalty: 5550.837402
	Iteration 241Q: 3 clusters Score -1.354314e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -13543142.000000 Penalty: 5550.837402
	Iteration 242Q: 3 clusters Score -1.354314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -13543133.000000 Penalty: 5550.837402
	Iteration 243Q: 3 clusters Score -1.354313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -13543134.000000 Penalty: 5550.837402
	Iteration 244Q: 3 clusters Score -1.354313e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31913 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -13543135.000000 Penalty: 5550.837402
	Iteration 245Q: 3 clusters Score -1.354314e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -13543126.000000 Penalty: 5550.837402
	Iteration 246Q: 3 clusters Score -1.354313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -13543131.000000 Penalty: 5550.837402
	Iteration 247Q: 3 clusters Score -1.354313e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -13543122.000000 Penalty: 5550.837402
	Iteration 248Q: 3 clusters Score -1.354312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -13543116.000000 Penalty: 5550.837402
	Iteration 249Q: 3 clusters Score -1.354312e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -13543124.000000 Penalty: 5550.837402
	Iteration 250Q: 3 clusters Score -1.354312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -13543132.000000 Penalty: 5550.837402
	Iteration 251Q: 3 clusters Score -1.354313e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -13543137.000000 Penalty: 5550.837402
	Iteration 252Q: 3 clusters Score -1.354314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -13543131.000000 Penalty: 5550.837402
	Iteration 253Q: 3 clusters Score -1.354313e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -13543124.000000 Penalty: 5550.837402
	Iteration 254Q: 3 clusters Score -1.354312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 40473 members 
Entering Unmasked Estep 
Score: -13543113.000000 Penalty: 5550.837402
	Iteration 255Q: 3 clusters Score -1.354311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -13543105.000000 Penalty: 5550.837402
	Iteration 256Q: 3 clusters Score -1.35431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -13543107.000000 Penalty: 5550.837402
	Iteration 257Q: 3 clusters Score -1.354311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -13543122.000000 Penalty: 5550.837402
	Iteration 258Q: 3 clusters Score -1.354312e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -13543119.000000 Penalty: 5550.837402
	Iteration 259Q: 3 clusters Score -1.354312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32022 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -13543123.000000 Penalty: 5550.837402
	Iteration 260F: 3 clusters Score -1.354312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -13543118.000000 Penalty: 5550.837402
	Iteration 261Q: 3 clusters Score -1.354312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -13543118.000000 Penalty: 5550.837402
	Iteration 262F: 3 clusters Score -1.354312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 791 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 48822 members 
Mstep: Class 28 contains 40470 members 
Entering Unmasked Estep 
Score: -137003264.000000 Penalty: 93905.554688
Splitting cluster 17 changes total score from -136956672.000000 to -137003264.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -78129.976562 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -78129.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -76881.140625 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -76881.14 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78221.921875 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -78221.92 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -79440.367188 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -79440.37 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -80261.453125 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -80261.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -80614.367188 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -80614.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -80802.531250 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -80802.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -80914.468750 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -80914.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -80936.000000 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -80936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -80953.375000 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -80953.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -80961.812500 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -80961.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -80967.210938 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -80967.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -80970.898438 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -80970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80977.093750 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -80977.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -80987.882812 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -80987.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80990.406250 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -80990.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80995.218750 Penalty: 3309.955811
	Iteration 15F: 3 clusters Score -80995.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -81012.039062 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -81012.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -81017.625000 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -81017.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81021.484375 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -81021.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81021.484375 Penalty: 3309.955811
	Iteration 19F: 3 clusters Score -81021.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 79000 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 48822 members 
Mstep: Class 28 contains 40470 members 
Mstep: Class 29 contains 511 members 
Entering Unmasked Estep 
Score: -137004464.000000 Penalty: 97259.320312
Splitting cluster 18 changes total score from -136956672.000000 to -137004464.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (79000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79000 members 
Entering Unmasked Estep 
Score: -14735270.000000 Penalty: 2796.746582
	Iteration 0F: 2 clusters Score -1.473527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -14713534.000000 Penalty: 5593.493164
	Iteration 0F: 3 clusters Score -1.471353e+07 nChanged 37202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -14734574.000000 Penalty: 5593.493164
	Iteration 1F: 3 clusters Score -1.473457e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -14735350.000000 Penalty: 5593.493164
	Iteration 2Q: 3 clusters Score -1.473535e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -14736257.000000 Penalty: 5593.493164
	Iteration 3Q: 3 clusters Score -1.473626e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -14737260.000000 Penalty: 5593.493164
	Iteration 4Q: 3 clusters Score -1.473726e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -14738526.000000 Penalty: 5593.493164
	Iteration 5F: 3 clusters Score -1.473853e+07 nChanged 4839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -14740707.000000 Penalty: 5593.493164
	Iteration 6F: 3 clusters Score -1.474071e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -14744185.000000 Penalty: 5593.493164
	Iteration 7F: 3 clusters Score -1.474418e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -14748387.000000 Penalty: 5593.493164
	Iteration 8F: 3 clusters Score -1.474839e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14751196.000000 Penalty: 5593.493164
	Iteration 9F: 3 clusters Score -1.47512e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -14752488.000000 Penalty: 5593.493164
	Iteration 10Q: 3 clusters Score -1.475249e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -14752866.000000 Penalty: 5593.493164
	Iteration 11Q: 3 clusters Score -1.475287e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -14753113.000000 Penalty: 5593.493164
	Iteration 12Q: 3 clusters Score -1.475311e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -14753285.000000 Penalty: 5593.493164
	Iteration 13Q: 3 clusters Score -1.475328e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -14753330.000000 Penalty: 5593.493164
	Iteration 14Q: 3 clusters Score -1.475333e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -14753180.000000 Penalty: 5593.493164
	Iteration 15Q: 3 clusters Score -1.475318e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -14752836.000000 Penalty: 5593.493164
	Iteration 16Q: 3 clusters Score -1.475284e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -14752232.000000 Penalty: 5593.493164
	Iteration 17Q: 3 clusters Score -1.475223e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -14751378.000000 Penalty: 5593.493164
	Iteration 18Q: 3 clusters Score -1.475138e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -14750865.000000 Penalty: 5593.493164
	Iteration 19Q: 3 clusters Score -1.475086e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -14750727.000000 Penalty: 5593.493164
	Iteration 20F: 3 clusters Score -1.475073e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 57921 members 
Entering Unmasked Estep 
Score: -14750571.000000 Penalty: 5593.493164
	Iteration 21Q: 3 clusters Score -1.475057e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -14750622.000000 Penalty: 5593.493164
	Iteration 22Q: 3 clusters Score -1.475062e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 57738 members 
Entering Unmasked Estep 
Score: -14750913.000000 Penalty: 5593.493164
	Iteration 23Q: 3 clusters Score -1.475091e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 57391 members 
Entering Unmasked Estep 
Score: -14751112.000000 Penalty: 5593.493164
	Iteration 24Q: 3 clusters Score -1.475111e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -14751335.000000 Penalty: 5593.493164
	Iteration 25Q: 3 clusters Score -1.475134e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -14751642.000000 Penalty: 5593.493164
	Iteration 26Q: 3 clusters Score -1.475164e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -14751885.000000 Penalty: 5593.493164
	Iteration 27Q: 3 clusters Score -1.475188e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 55771 members 
Entering Unmasked Estep 
Score: -14752075.000000 Penalty: 5593.493164
	Iteration 28Q: 3 clusters Score -1.475208e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -14752254.000000 Penalty: 5593.493164
	Iteration 29Q: 3 clusters Score -1.475225e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -14752450.000000 Penalty: 5593.493164
	Iteration 30Q: 3 clusters Score -1.475245e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -14752597.000000 Penalty: 5593.493164
	Iteration 31Q: 3 clusters Score -1.47526e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -14752857.000000 Penalty: 5593.493164
	Iteration 32Q: 3 clusters Score -1.475286e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -14752967.000000 Penalty: 5593.493164
	Iteration 33Q: 3 clusters Score -1.475297e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -14753147.000000 Penalty: 5593.493164
	Iteration 34Q: 3 clusters Score -1.475315e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -14753296.000000 Penalty: 5593.493164
	Iteration 35Q: 3 clusters Score -1.47533e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -14753480.000000 Penalty: 5593.493164
	Iteration 36Q: 3 clusters Score -1.475348e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -14753594.000000 Penalty: 5593.493164
	Iteration 37Q: 3 clusters Score -1.475359e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -14753759.000000 Penalty: 5593.493164
	Iteration 38Q: 3 clusters Score -1.475376e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -14753905.000000 Penalty: 5593.493164
	Iteration 39Q: 3 clusters Score -1.47539e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -14754019.000000 Penalty: 5593.493164
	Iteration 40F: 3 clusters Score -1.475402e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 51231 members 
Entering Unmasked Estep 
Score: -14754099.000000 Penalty: 5593.493164
	Iteration 41Q: 3 clusters Score -1.47541e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -14754203.000000 Penalty: 5593.493164
	Iteration 42Q: 3 clusters Score -1.47542e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 50747 members 
Entering Unmasked Estep 
Score: -14754265.000000 Penalty: 5593.493164
	Iteration 43Q: 3 clusters Score -1.475426e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -14754291.000000 Penalty: 5593.493164
	Iteration 44Q: 3 clusters Score -1.475429e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -14754308.000000 Penalty: 5593.493164
	Iteration 45Q: 3 clusters Score -1.475431e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -14754325.000000 Penalty: 5593.493164
	Iteration 46Q: 3 clusters Score -1.475432e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 49965 members 
Entering Unmasked Estep 
Score: -14754311.000000 Penalty: 5593.493164
	Iteration 47Q: 3 clusters Score -1.475431e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 49791 members 
Entering Unmasked Estep 
Score: -14754401.000000 Penalty: 5593.493164
	Iteration 48Q: 3 clusters Score -1.47544e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -14754389.000000 Penalty: 5593.493164
	Iteration 49Q: 3 clusters Score -1.475439e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -14754469.000000 Penalty: 5593.493164
	Iteration 50Q: 3 clusters Score -1.475447e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -14754426.000000 Penalty: 5593.493164
	Iteration 51Q: 3 clusters Score -1.475443e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -14754413.000000 Penalty: 5593.493164
	Iteration 52Q: 3 clusters Score -1.475441e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -14754407.000000 Penalty: 5593.493164
	Iteration 53Q: 3 clusters Score -1.475441e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -14754377.000000 Penalty: 5593.493164
	Iteration 54Q: 3 clusters Score -1.475438e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -14754363.000000 Penalty: 5593.493164
	Iteration 55Q: 3 clusters Score -1.475436e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -14754381.000000 Penalty: 5593.493164
	Iteration 56Q: 3 clusters Score -1.475438e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -14754373.000000 Penalty: 5593.493164
	Iteration 57Q: 3 clusters Score -1.475437e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -14754343.000000 Penalty: 5593.493164
	Iteration 58Q: 3 clusters Score -1.475434e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -14754312.000000 Penalty: 5593.493164
	Iteration 59Q: 3 clusters Score -1.475431e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -14754295.000000 Penalty: 5593.493164
	Iteration 60F: 3 clusters Score -1.47543e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -14754232.000000 Penalty: 5593.493164
	Iteration 61Q: 3 clusters Score -1.475423e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
Score: -14754182.000000 Penalty: 5593.493164
	Iteration 62Q: 3 clusters Score -1.475418e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -14754161.000000 Penalty: 5593.493164
	Iteration 63Q: 3 clusters Score -1.475416e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -14754162.000000 Penalty: 5593.493164
	Iteration 64Q: 3 clusters Score -1.475416e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -14754106.000000 Penalty: 5593.493164
	Iteration 65Q: 3 clusters Score -1.475411e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -14754102.000000 Penalty: 5593.493164
	Iteration 66Q: 3 clusters Score -1.47541e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -14754112.000000 Penalty: 5593.493164
	Iteration 67Q: 3 clusters Score -1.475411e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -14754117.000000 Penalty: 5593.493164
	Iteration 68Q: 3 clusters Score -1.475412e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -14754079.000000 Penalty: 5593.493164
	Iteration 69Q: 3 clusters Score -1.475408e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -14754094.000000 Penalty: 5593.493164
	Iteration 70Q: 3 clusters Score -1.475409e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -14754124.000000 Penalty: 5593.493164
	Iteration 71Q: 3 clusters Score -1.475412e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -14754127.000000 Penalty: 5593.493164
	Iteration 72Q: 3 clusters Score -1.475413e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -14754144.000000 Penalty: 5593.493164
	Iteration 73Q: 3 clusters Score -1.475414e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -14754142.000000 Penalty: 5593.493164
	Iteration 74Q: 3 clusters Score -1.475414e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -14754114.000000 Penalty: 5593.493164
	Iteration 75Q: 3 clusters Score -1.475411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -14754096.000000 Penalty: 5593.493164
	Iteration 76Q: 3 clusters Score -1.47541e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -14754086.000000 Penalty: 5593.493164
	Iteration 77Q: 3 clusters Score -1.475409e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -14754065.000000 Penalty: 5593.493164
	Iteration 78Q: 3 clusters Score -1.475406e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -14754077.000000 Penalty: 5593.493164
	Iteration 79Q: 3 clusters Score -1.475408e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -14754057.000000 Penalty: 5593.493164
	Iteration 80F: 3 clusters Score -1.475406e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -14754082.000000 Penalty: 5593.493164
	Iteration 81Q: 3 clusters Score -1.475408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -14754043.000000 Penalty: 5593.493164
	Iteration 82Q: 3 clusters Score -1.475404e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -14754020.000000 Penalty: 5593.493164
	Iteration 83Q: 3 clusters Score -1.475402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -14753992.000000 Penalty: 5593.493164
	Iteration 84Q: 3 clusters Score -1.475399e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -14754006.000000 Penalty: 5593.493164
	Iteration 85Q: 3 clusters Score -1.475401e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -14753962.000000 Penalty: 5593.493164
	Iteration 86Q: 3 clusters Score -1.475396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -14753958.000000 Penalty: 5593.493164
	Iteration 87Q: 3 clusters Score -1.475396e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -14753952.000000 Penalty: 5593.493164
	Iteration 88Q: 3 clusters Score -1.475395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -14753972.000000 Penalty: 5593.493164
	Iteration 89Q: 3 clusters Score -1.475397e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -14753971.000000 Penalty: 5593.493164
	Iteration 90Q: 3 clusters Score -1.475397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -14753941.000000 Penalty: 5593.493164
	Iteration 91Q: 3 clusters Score -1.475394e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30725 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -14753951.000000 Penalty: 5593.493164
	Iteration 92Q: 3 clusters Score -1.475395e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -14753965.000000 Penalty: 5593.493164
	Iteration 93Q: 3 clusters Score -1.475396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -14753951.000000 Penalty: 5593.493164
	Iteration 94Q: 3 clusters Score -1.475395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -14753931.000000 Penalty: 5593.493164
	Iteration 95Q: 3 clusters Score -1.475393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -14753952.000000 Penalty: 5593.493164
	Iteration 96Q: 3 clusters Score -1.475395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -14753940.000000 Penalty: 5593.493164
	Iteration 97Q: 3 clusters Score -1.475394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -14753944.000000 Penalty: 5593.493164
	Iteration 98Q: 3 clusters Score -1.475394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -14753939.000000 Penalty: 5593.493164
	Iteration 99Q: 3 clusters Score -1.475394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -14753935.000000 Penalty: 5593.493164
	Iteration 100F: 3 clusters Score -1.475394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -14753930.000000 Penalty: 5593.493164
	Iteration 101Q: 3 clusters Score -1.475393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -14753911.000000 Penalty: 5593.493164
	Iteration 102Q: 3 clusters Score -1.475391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -14753922.000000 Penalty: 5593.493164
	Iteration 103Q: 3 clusters Score -1.475392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -14753895.000000 Penalty: 5593.493164
	Iteration 104Q: 3 clusters Score -1.47539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -14753904.000000 Penalty: 5593.493164
	Iteration 105Q: 3 clusters Score -1.47539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -14753905.000000 Penalty: 5593.493164
	Iteration 106Q: 3 clusters Score -1.47539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -14753895.000000 Penalty: 5593.493164
	Iteration 107Q: 3 clusters Score -1.47539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -14753894.000000 Penalty: 5593.493164
	Iteration 108Q: 3 clusters Score -1.475389e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -14753905.000000 Penalty: 5593.493164
	Iteration 109Q: 3 clusters Score -1.47539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -14753912.000000 Penalty: 5593.493164
	Iteration 110Q: 3 clusters Score -1.475391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -14753910.000000 Penalty: 5593.493164
	Iteration 111Q: 3 clusters Score -1.475391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -14753914.000000 Penalty: 5593.493164
	Iteration 112Q: 3 clusters Score -1.475391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -14753910.000000 Penalty: 5593.493164
	Iteration 113Q: 3 clusters Score -1.475391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -14753906.000000 Penalty: 5593.493164
	Iteration 114Q: 3 clusters Score -1.475391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -14753912.000000 Penalty: 5593.493164
	Iteration 115Q: 3 clusters Score -1.475391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -14753900.000000 Penalty: 5593.493164
	Iteration 116Q: 3 clusters Score -1.47539e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -14753904.000000 Penalty: 5593.493164
	Iteration 117Q: 3 clusters Score -1.47539e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -14753897.000000 Penalty: 5593.493164
	Iteration 118Q: 3 clusters Score -1.47539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -14753897.000000 Penalty: 5593.493164
	Iteration 119F: 3 clusters Score -1.47539e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 16 contains 33208 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 30831 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 669 members 
Mstep: Class 22 contains 47933 members 
Mstep: Class 23 contains 46705 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 27480 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 48822 members 
Mstep: Class 28 contains 40470 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 48169 members 
Entering Unmasked Estep 
Score: -137023808.000000 Penalty: 100613.093750
Splitting cluster 19 changes total score from -136956672.000000 to -137023808.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 27122 members 
Mstep: Class 3 contains 43887 members 
Mstep: Class 4 contains 61208 members 
Mstep: Class 5 contains 57148 members 
Mstep: Class 6 contains 848 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 10 contains 10690 members 
Mstep: Class 11 contains 2009 members 
Mstep: Class 12 contains 34715 members 
Mstep: Class 13 contains 43841 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1530 members 
Mstep: Class 17 contains 32020 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 30831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137051232.000000 Penalty: 100613.093750
Iteration 39Q: 31 clusters Score -1.370512e+08 nChanged 50152
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 29998 members 
Mstep: Class 3 contains 46268 members 
Mstep: Class 4 contains 61075 members 
Mstep: Class 5 contains 56923 members 
Mstep: Class 6 contains 859 members 
Mstep: Class 7 contains 1058 members 
Mstep: Class 8 contains 5796 members 
Mstep: Class 9 contains 43846 members 
Mstep: Class 10 contains 12423 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 34517 members 
Mstep: Class 13 contains 43416 members 
Mstep: Class 14 contains 4239 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 34953 members 
Mstep: Class 17 contains 35878 members 
Mstep: Class 18 contains 280 members 
Mstep: Class 19 contains 31452 members 
Mstep: Class 20 contains 597 members 
Mstep: Class 21 contains 695 members 
Mstep: Class 22 contains 44554 members 
Mstep: Class 23 contains 41308 members 
Mstep: Class 24 contains 1024 members 
Mstep: Class 25 contains 28445 members 
Mstep: Class 26 contains 1624 members 
Mstep: Class 27 contains 43709 members 
Mstep: Class 28 contains 40525 members 
Mstep: Class 29 contains 496 members 
Mstep: Class 30 contains 47922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137075664.000000 Penalty: 100613.093750
Iteration 40F: 31 clusters Score -1.370757e+08 nChanged 40044
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 30810 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 57173 members 
Mstep: Class 5 contains 53912 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5825 members 
Mstep: Class 9 contains 45817 members 
Mstep: Class 10 contains 12709 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 33702 members 
Mstep: Class 13 contains 42724 members 
Mstep: Class 14 contains 4401 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 38062 members 
Mstep: Class 17 contains 37931 members 
Mstep: Class 18 contains 305 members 
Mstep: Class 19 contains 31773 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 721 members 
Mstep: Class 22 contains 42879 members 
Mstep: Class 23 contains 40341 members 
Mstep: Class 24 contains 1101 members 
Mstep: Class 25 contains 32419 members 
Mstep: Class 26 contains 1692 members 
Mstep: Class 27 contains 41969 members 
Mstep: Class 28 contains 41228 members 
Mstep: Class 29 contains 511 members 
Mstep: Class 30 contains 49272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088128.000000 Penalty: 100613.093750
Iteration 41F: 31 clusters Score -1.370881e+08 nChanged 28442
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 31768 members 
Mstep: Class 3 contains 47839 members 
Mstep: Class 4 contains 53407 members 
Mstep: Class 5 contains 51863 members 
Mstep: Class 6 contains 754 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 46836 members 
Mstep: Class 10 contains 12769 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 33218 members 
Mstep: Class 13 contains 42999 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 40465 members 
Mstep: Class 17 contains 39834 members 
Mstep: Class 18 contains 306 members 
Mstep: Class 19 contains 32653 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 730 members 
Mstep: Class 22 contains 41097 members 
Mstep: Class 23 contains 39368 members 
Mstep: Class 24 contains 1142 members 
Mstep: Class 25 contains 35006 members 
Mstep: Class 26 contains 1735 members 
Mstep: Class 27 contains 40407 members 
Mstep: Class 28 contains 41800 members 
Mstep: Class 29 contains 518 members 
Mstep: Class 30 contains 49302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095760.000000 Penalty: 100613.093750
Iteration 42Q: 31 clusters Score -1.370958e+08 nChanged 24053
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 32660 members 
Mstep: Class 3 contains 48323 members 
Mstep: Class 4 contains 50732 members 
Mstep: Class 5 contains 50222 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5904 members 
Mstep: Class 9 contains 47179 members 
Mstep: Class 10 contains 12698 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 32860 members 
Mstep: Class 13 contains 43386 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 2588 members 
Mstep: Class 16 contains 42899 members 
Mstep: Class 17 contains 41537 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 581 members 
Mstep: Class 21 contains 736 members 
Mstep: Class 22 contains 39405 members 
Mstep: Class 23 contains 38501 members 
Mstep: Class 24 contains 1164 members 
Mstep: Class 25 contains 37317 members 
Mstep: Class 26 contains 1757 members 
Mstep: Class 27 contains 38880 members 
Mstep: Class 28 contains 42163 members 
Mstep: Class 29 contains 526 members 
Mstep: Class 30 contains 48856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101536.000000 Penalty: 100613.093750
Iteration 43Q: 31 clusters Score -1.371015e+08 nChanged 21081
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 33325 members 
Mstep: Class 3 contains 48450 members 
Mstep: Class 4 contains 48798 members 
Mstep: Class 5 contains 48897 members 
Mstep: Class 6 contains 715 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 47135 members 
Mstep: Class 10 contains 12574 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 32519 members 
Mstep: Class 13 contains 43629 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 2789 members 
Mstep: Class 16 contains 45551 members 
Mstep: Class 17 contains 43204 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34207 members 
Mstep: Class 20 contains 583 members 
Mstep: Class 21 contains 735 members 
Mstep: Class 22 contains 37927 members 
Mstep: Class 23 contains 37648 members 
Mstep: Class 24 contains 1181 members 
Mstep: Class 25 contains 39491 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 37406 members 
Mstep: Class 28 contains 42434 members 
Mstep: Class 29 contains 530 members 
Mstep: Class 30 contains 48219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105936.000000 Penalty: 100613.093750
Iteration 44Q: 31 clusters Score -1.371059e+08 nChanged 19732
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 33992 members 
Mstep: Class 3 contains 48132 members 
Mstep: Class 4 contains 47260 members 
Mstep: Class 5 contains 47831 members 
Mstep: Class 6 contains 701 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 46811 members 
Mstep: Class 10 contains 12398 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 32268 members 
Mstep: Class 13 contains 43912 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 2987 members 
Mstep: Class 16 contains 48598 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34765 members 
Mstep: Class 20 contains 587 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 36815 members 
Mstep: Class 23 contains 36620 members 
Mstep: Class 24 contains 1188 members 
Mstep: Class 25 contains 41472 members 
Mstep: Class 26 contains 1818 members 
Mstep: Class 27 contains 35968 members 
Mstep: Class 28 contains 42598 members 
Mstep: Class 29 contains 534 members 
Mstep: Class 30 contains 47392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109248.000000 Penalty: 100613.093750
Iteration 45Q: 31 clusters Score -1.371092e+08 nChanged 19025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 34744 members 
Mstep: Class 3 contains 47613 members 
Mstep: Class 4 contains 46071 members 
Mstep: Class 5 contains 46995 members 
Mstep: Class 6 contains 688 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5821 members 
Mstep: Class 9 contains 46360 members 
Mstep: Class 10 contains 12189 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 32022 members 
Mstep: Class 13 contains 44203 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 51447 members 
Mstep: Class 17 contains 46377 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35102 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 735 members 
Mstep: Class 22 contains 36009 members 
Mstep: Class 23 contains 35730 members 
Mstep: Class 24 contains 1197 members 
Mstep: Class 25 contains 43480 members 
Mstep: Class 26 contains 1827 members 
Mstep: Class 27 contains 34649 members 
Mstep: Class 28 contains 42369 members 
Mstep: Class 29 contains 536 members 
Mstep: Class 30 contains 46499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110464.000000 Penalty: 100613.093750
Iteration 46Q: 31 clusters Score -1.371105e+08 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 35579 members 
Mstep: Class 3 contains 47128 members 
Mstep: Class 4 contains 45199 members 
Mstep: Class 5 contains 46374 members 
Mstep: Class 6 contains 680 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 45941 members 
Mstep: Class 10 contains 11952 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 31750 members 
Mstep: Class 13 contains 44272 members 
Mstep: Class 14 contains 4850 members 
Mstep: Class 15 contains 3286 members 
Mstep: Class 16 contains 53455 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35329 members 
Mstep: Class 20 contains 588 members 
Mstep: Class 21 contains 738 members 
Mstep: Class 22 contains 35415 members 
Mstep: Class 23 contains 34959 members 
Mstep: Class 24 contains 1205 members 
Mstep: Class 25 contains 45358 members 
Mstep: Class 26 contains 1849 members 
Mstep: Class 27 contains 33524 members 
Mstep: Class 28 contains 42013 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110896.000000 Penalty: 100613.093750
Iteration 47Q: 31 clusters Score -1.371109e+08 nChanged 17225
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 36625 members 
Mstep: Class 3 contains 46814 members 
Mstep: Class 4 contains 44603 members 
Mstep: Class 5 contains 45923 members 
Mstep: Class 6 contains 677 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5816 members 
Mstep: Class 9 contains 45579 members 
Mstep: Class 10 contains 11781 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 31527 members 
Mstep: Class 13 contains 43977 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 3431 members 
Mstep: Class 16 contains 54719 members 
Mstep: Class 17 contains 48845 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 590 members 
Mstep: Class 21 contains 739 members 
Mstep: Class 22 contains 34921 members 
Mstep: Class 23 contains 34301 members 
Mstep: Class 24 contains 1205 members 
Mstep: Class 25 contains 47121 members 
Mstep: Class 26 contains 1859 members 
Mstep: Class 27 contains 32527 members 
Mstep: Class 28 contains 41351 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111152.000000 Penalty: 100613.093750
Iteration 48Q: 31 clusters Score -1.371112e+08 nChanged 16295
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 41923 members 
Mstep: Class 2 contains 38118 members 
Mstep: Class 3 contains 46667 members 
Mstep: Class 4 contains 44277 members 
Mstep: Class 5 contains 45618 members 
Mstep: Class 6 contains 672 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 45237 members 
Mstep: Class 10 contains 11646 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 31397 members 
Mstep: Class 13 contains 43459 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 55277 members 
Mstep: Class 17 contains 49588 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35670 members 
Mstep: Class 20 contains 594 members 
Mstep: Class 21 contains 740 members 
Mstep: Class 22 contains 34500 members 
Mstep: Class 23 contains 33714 members 
Mstep: Class 24 contains 1206 members 
Mstep: Class 25 contains 48401 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 31549 members 
Mstep: Class 28 contains 40628 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110400.000000 Penalty: 100613.093750
Iteration 49Q: 31 clusters Score -1.371104e+08 nChanged 15145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 39826 members 
Mstep: Class 3 contains 46725 members 
Mstep: Class 4 contains 44053 members 
Mstep: Class 5 contains 45424 members 
Mstep: Class 6 contains 666 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5881 members 
Mstep: Class 9 contains 44971 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 42827 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 3728 members 
Mstep: Class 16 contains 55119 members 
Mstep: Class 17 contains 50130 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35861 members 
Mstep: Class 20 contains 595 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 34093 members 
Mstep: Class 23 contains 33232 members 
Mstep: Class 24 contains 1210 members 
Mstep: Class 25 contains 49323 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 30707 members 
Mstep: Class 28 contains 39924 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110832.000000 Penalty: 100613.093750
Iteration 50Q: 31 clusters Score -1.371108e+08 nChanged 14390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 41737 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 4 contains 44042 members 
Mstep: Class 5 contains 45322 members 
Mstep: Class 6 contains 655 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5925 members 
Mstep: Class 9 contains 44713 members 
Mstep: Class 10 contains 11497 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 31271 members 
Mstep: Class 13 contains 42302 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 15 contains 3858 members 
Mstep: Class 16 contains 54468 members 
Mstep: Class 17 contains 50457 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36038 members 
Mstep: Class 20 contains 598 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 33777 members 
Mstep: Class 23 contains 32904 members 
Mstep: Class 24 contains 1215 members 
Mstep: Class 25 contains 49823 members 
Mstep: Class 26 contains 1881 members 
Mstep: Class 27 contains 29941 members 
Mstep: Class 28 contains 39173 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111728.000000 Penalty: 100613.093750
Iteration 51Q: 31 clusters Score -1.371117e+08 nChanged 13702
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 43768 members 
Mstep: Class 3 contains 47299 members 
Mstep: Class 4 contains 44024 members 
Mstep: Class 5 contains 45276 members 
Mstep: Class 6 contains 652 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5954 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 11422 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 31283 members 
Mstep: Class 13 contains 41898 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 4001 members 
Mstep: Class 16 contains 53686 members 
Mstep: Class 17 contains 50704 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36205 members 
Mstep: Class 20 contains 599 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 33502 members 
Mstep: Class 23 contains 32717 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 50005 members 
Mstep: Class 26 contains 1885 members 
Mstep: Class 27 contains 29227 members 
Mstep: Class 28 contains 38477 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112224.000000 Penalty: 100613.093750
Iteration 52Q: 31 clusters Score -1.371122e+08 nChanged 13817
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 46061 members 
Mstep: Class 3 contains 47768 members 
Mstep: Class 4 contains 43958 members 
Mstep: Class 5 contains 45200 members 
Mstep: Class 6 contains 649 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 43745 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 12 contains 31300 members 
Mstep: Class 13 contains 41671 members 
Mstep: Class 14 contains 4822 members 
Mstep: Class 15 contains 4127 members 
Mstep: Class 16 contains 52961 members 
Mstep: Class 17 contains 50867 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36386 members 
Mstep: Class 20 contains 602 members 
Mstep: Class 21 contains 742 members 
Mstep: Class 22 contains 33305 members 
Mstep: Class 23 contains 32480 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 49880 members 
Mstep: Class 26 contains 1906 members 
Mstep: Class 27 contains 28739 members 
Mstep: Class 28 contains 37874 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112192.000000 Penalty: 100613.093750
Iteration 53Q: 31 clusters Score -1.371122e+08 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 48354 members 
Mstep: Class 3 contains 48295 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 45178 members 
Mstep: Class 6 contains 647 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 42826 members 
Mstep: Class 10 contains 11499 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 12 contains 31291 members 
Mstep: Class 13 contains 41558 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 52001 members 
Mstep: Class 17 contains 51063 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36546 members 
Mstep: Class 20 contains 604 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 33104 members 
Mstep: Class 23 contains 32384 members 
Mstep: Class 24 contains 1217 members 
Mstep: Class 25 contains 49591 members 
Mstep: Class 26 contains 1919 members 
Mstep: Class 27 contains 28493 members 
Mstep: Class 28 contains 37405 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111440.000000 Penalty: 100613.093750
Iteration 54Q: 31 clusters Score -1.371114e+08 nChanged 14559
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 49978 members 
Mstep: Class 3 contains 48799 members 
Mstep: Class 4 contains 43789 members 
Mstep: Class 5 contains 45138 members 
Mstep: Class 6 contains 645 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 6013 members 
Mstep: Class 9 contains 42017 members 
Mstep: Class 10 contains 11634 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 31278 members 
Mstep: Class 13 contains 41453 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 51003 members 
Mstep: Class 17 contains 51377 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36666 members 
Mstep: Class 20 contains 605 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 32960 members 
Mstep: Class 23 contains 32338 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 49402 members 
Mstep: Class 26 contains 1926 members 
Mstep: Class 27 contains 28494 members 
Mstep: Class 28 contains 37014 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 100613.093750
Iteration 55Q: 31 clusters Score -1.371117e+08 nChanged 13675
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 50549 members 
Mstep: Class 3 contains 49241 members 
Mstep: Class 4 contains 43799 members 
Mstep: Class 5 contains 45146 members 
Mstep: Class 6 contains 643 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6037 members 
Mstep: Class 9 contains 41742 members 
Mstep: Class 10 contains 11823 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 31266 members 
Mstep: Class 13 contains 41333 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 50189 members 
Mstep: Class 17 contains 51550 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36775 members 
Mstep: Class 20 contains 606 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 32877 members 
Mstep: Class 23 contains 32460 members 
Mstep: Class 24 contains 1219 members 
Mstep: Class 25 contains 49144 members 
Mstep: Class 26 contains 1937 members 
Mstep: Class 27 contains 28585 members 
Mstep: Class 28 contains 36757 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 45039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111664.000000 Penalty: 100613.093750
Iteration 56Q: 31 clusters Score -1.371117e+08 nChanged 12293
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 50418 members 
Mstep: Class 3 contains 49530 members 
Mstep: Class 4 contains 43915 members 
Mstep: Class 5 contains 45145 members 
Mstep: Class 6 contains 640 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 41881 members 
Mstep: Class 10 contains 12084 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 31232 members 
Mstep: Class 13 contains 41215 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4548 members 
Mstep: Class 16 contains 49643 members 
Mstep: Class 17 contains 51643 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36853 members 
Mstep: Class 20 contains 609 members 
Mstep: Class 21 contains 743 members 
Mstep: Class 22 contains 32801 members 
Mstep: Class 23 contains 32689 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 48890 members 
Mstep: Class 26 contains 1944 members 
Mstep: Class 27 contains 28718 members 
Mstep: Class 28 contains 36617 members 
Mstep: Class 29 contains 539 members 
Mstep: Class 30 contains 44893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112352.000000 Penalty: 100613.093750
Iteration 57Q: 31 clusters Score -1.371124e+08 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 50043 members 
Mstep: Class 3 contains 49754 members 
Mstep: Class 4 contains 44093 members 
Mstep: Class 5 contains 45172 members 
Mstep: Class 6 contains 636 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 10 contains 12377 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 31179 members 
Mstep: Class 13 contains 41154 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 49315 members 
Mstep: Class 17 contains 51626 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36929 members 
Mstep: Class 20 contains 612 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 32746 members 
Mstep: Class 23 contains 32886 members 
Mstep: Class 24 contains 1218 members 
Mstep: Class 25 contains 48573 members 
Mstep: Class 26 contains 1946 members 
Mstep: Class 27 contains 28950 members 
Mstep: Class 28 contains 36514 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 44680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113056.000000 Penalty: 100613.093750
Iteration 58Q: 31 clusters Score -1.371131e+08 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 49702 members 
Mstep: Class 3 contains 49913 members 
Mstep: Class 4 contains 44349 members 
Mstep: Class 5 contains 45207 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 42532 members 
Mstep: Class 10 contains 12642 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 13 contains 41149 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 49064 members 
Mstep: Class 17 contains 51500 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36965 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 741 members 
Mstep: Class 22 contains 32686 members 
Mstep: Class 23 contains 33084 members 
Mstep: Class 24 contains 1216 members 
Mstep: Class 25 contains 48288 members 
Mstep: Class 26 contains 1950 members 
Mstep: Class 27 contains 29184 members 
Mstep: Class 28 contains 36483 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113664.000000 Penalty: 100613.093750
Iteration 59Q: 31 clusters Score -1.371137e+08 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 49325 members 
Mstep: Class 3 contains 49993 members 
Mstep: Class 4 contains 44659 members 
Mstep: Class 5 contains 45238 members 
Mstep: Class 6 contains 630 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 42915 members 
Mstep: Class 10 contains 12877 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 31087 members 
Mstep: Class 13 contains 41196 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 48906 members 
Mstep: Class 17 contains 51377 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36941 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 32620 members 
Mstep: Class 23 contains 33190 members 
Mstep: Class 24 contains 1214 members 
Mstep: Class 25 contains 47972 members 
Mstep: Class 26 contains 1951 members 
Mstep: Class 27 contains 29439 members 
Mstep: Class 28 contains 36497 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 44169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115568.000000 Penalty: 100613.093750
Iteration 60F: 31 clusters Score -1.371156e+08 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 49953 members 
Mstep: Class 3 contains 49946 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 45207 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 42610 members 
Mstep: Class 10 contains 13086 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 31041 members 
Mstep: Class 13 contains 41220 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4887 members 
Mstep: Class 16 contains 48779 members 
Mstep: Class 17 contains 51258 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36888 members 
Mstep: Class 20 contains 617 members 
Mstep: Class 21 contains 745 members 
Mstep: Class 22 contains 32510 members 
Mstep: Class 23 contains 33304 members 
Mstep: Class 24 contains 1212 members 
Mstep: Class 25 contains 47722 members 
Mstep: Class 26 contains 1955 members 
Mstep: Class 27 contains 29674 members 
Mstep: Class 28 contains 36534 members 
Mstep: Class 29 contains 541 members 
Mstep: Class 30 contains 43907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116256.000000 Penalty: 100613.093750
Iteration 61Q: 31 clusters Score -1.371163e+08 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 50134 members 
Mstep: Class 3 contains 49883 members 
Mstep: Class 4 contains 45082 members 
Mstep: Class 5 contains 45156 members 
Mstep: Class 6 contains 634 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 42527 members 
Mstep: Class 10 contains 13316 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 31002 members 
Mstep: Class 13 contains 41287 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 48602 members 
Mstep: Class 17 contains 51150 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36814 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 747 members 
Mstep: Class 22 contains 32444 members 
Mstep: Class 23 contains 33427 members 
Mstep: Class 24 contains 1210 members 
Mstep: Class 25 contains 47469 members 
Mstep: Class 26 contains 1959 members 
Mstep: Class 27 contains 29954 members 
Mstep: Class 28 contains 36607 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117792.000000 Penalty: 100613.093750
Iteration 62Q: 31 clusters Score -1.371178e+08 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 50124 members 
Mstep: Class 3 contains 49744 members 
Mstep: Class 4 contains 45319 members 
Mstep: Class 5 contains 45126 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 42612 members 
Mstep: Class 10 contains 13546 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 30949 members 
Mstep: Class 13 contains 41389 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 5119 members 
Mstep: Class 16 contains 48404 members 
Mstep: Class 17 contains 50966 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36746 members 
Mstep: Class 20 contains 620 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 32384 members 
Mstep: Class 23 contains 33561 members 
Mstep: Class 24 contains 1207 members 
Mstep: Class 25 contains 47097 members 
Mstep: Class 26 contains 1965 members 
Mstep: Class 27 contains 30316 members 
Mstep: Class 28 contains 36749 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118208.000000 Penalty: 100613.093750
Iteration 63Q: 31 clusters Score -1.371182e+08 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 50018 members 
Mstep: Class 3 contains 49524 members 
Mstep: Class 4 contains 45554 members 
Mstep: Class 5 contains 45106 members 
Mstep: Class 6 contains 632 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 42792 members 
Mstep: Class 10 contains 13821 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30879 members 
Mstep: Class 13 contains 41554 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5197 members 
Mstep: Class 16 contains 48176 members 
Mstep: Class 17 contains 50724 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36646 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32326 members 
Mstep: Class 23 contains 33655 members 
Mstep: Class 24 contains 1204 members 
Mstep: Class 25 contains 46740 members 
Mstep: Class 26 contains 1974 members 
Mstep: Class 27 contains 30776 members 
Mstep: Class 28 contains 36942 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119136.000000 Penalty: 100613.093750
Iteration 64Q: 31 clusters Score -1.371191e+08 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 49855 members 
Mstep: Class 3 contains 49276 members 
Mstep: Class 4 contains 45810 members 
Mstep: Class 5 contains 45063 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6103 members 
Mstep: Class 9 contains 43013 members 
Mstep: Class 10 contains 14149 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 30812 members 
Mstep: Class 13 contains 41774 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 5273 members 
Mstep: Class 16 contains 47949 members 
Mstep: Class 17 contains 50534 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36477 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32281 members 
Mstep: Class 23 contains 33693 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 46393 members 
Mstep: Class 26 contains 1977 members 
Mstep: Class 27 contains 31228 members 
Mstep: Class 28 contains 37158 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120624.000000 Penalty: 100613.093750
Iteration 65Q: 31 clusters Score -1.371206e+08 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 49593 members 
Mstep: Class 3 contains 48973 members 
Mstep: Class 4 contains 46051 members 
Mstep: Class 5 contains 45069 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 43358 members 
Mstep: Class 10 contains 14430 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 30715 members 
Mstep: Class 13 contains 41989 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 47793 members 
Mstep: Class 17 contains 50343 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36254 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32247 members 
Mstep: Class 23 contains 33680 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 46100 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 31727 members 
Mstep: Class 28 contains 37364 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121632.000000 Penalty: 100613.093750
Iteration 66Q: 31 clusters Score -1.371216e+08 nChanged 8209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 49347 members 
Mstep: Class 3 contains 48645 members 
Mstep: Class 4 contains 46222 members 
Mstep: Class 5 contains 45023 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 43743 members 
Mstep: Class 10 contains 14711 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 12 contains 30622 members 
Mstep: Class 13 contains 42185 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 47598 members 
Mstep: Class 17 contains 50123 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 36043 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32204 members 
Mstep: Class 23 contains 33639 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 45831 members 
Mstep: Class 26 contains 1998 members 
Mstep: Class 27 contains 32318 members 
Mstep: Class 28 contains 37580 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122448.000000 Penalty: 100613.093750
Iteration 67Q: 31 clusters Score -1.371224e+08 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 49053 members 
Mstep: Class 3 contains 48256 members 
Mstep: Class 4 contains 46381 members 
Mstep: Class 5 contains 44970 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 44153 members 
Mstep: Class 10 contains 14991 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 30535 members 
Mstep: Class 13 contains 42302 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5424 members 
Mstep: Class 16 contains 47361 members 
Mstep: Class 17 contains 49903 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 35784 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 32155 members 
Mstep: Class 23 contains 33612 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 45632 members 
Mstep: Class 26 contains 1996 members 
Mstep: Class 27 contains 32931 members 
Mstep: Class 28 contains 37867 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 42994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122992.000000 Penalty: 100613.093750
Iteration 68Q: 31 clusters Score -1.37123e+08 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 48777 members 
Mstep: Class 3 contains 47864 members 
Mstep: Class 4 contains 46545 members 
Mstep: Class 5 contains 44857 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 44499 members 
Mstep: Class 10 contains 15343 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 30432 members 
Mstep: Class 13 contains 42349 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 47082 members 
Mstep: Class 17 contains 49687 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 35498 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32117 members 
Mstep: Class 23 contains 33535 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 45495 members 
Mstep: Class 26 contains 1999 members 
Mstep: Class 27 contains 33520 members 
Mstep: Class 28 contains 38211 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123568.000000 Penalty: 100613.093750
Iteration 69Q: 31 clusters Score -1.371236e+08 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 48612 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 46671 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6078 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 10 contains 15647 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 30329 members 
Mstep: Class 13 contains 42425 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 46928 members 
Mstep: Class 17 contains 49473 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 35168 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 32074 members 
Mstep: Class 23 contains 33442 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 45291 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 34100 members 
Mstep: Class 28 contains 38562 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124512.000000 Penalty: 100613.093750
Iteration 70Q: 31 clusters Score -1.371245e+08 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 48378 members 
Mstep: Class 3 contains 46973 members 
Mstep: Class 4 contains 46733 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6075 members 
Mstep: Class 9 contains 45165 members 
Mstep: Class 10 contains 15970 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30234 members 
Mstep: Class 13 contains 42491 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 46757 members 
Mstep: Class 17 contains 49290 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 34846 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 32041 members 
Mstep: Class 23 contains 33327 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 45066 members 
Mstep: Class 26 contains 2002 members 
Mstep: Class 27 contains 34700 members 
Mstep: Class 28 contains 38879 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125328.000000 Penalty: 100613.093750
Iteration 71Q: 31 clusters Score -1.371253e+08 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 48174 members 
Mstep: Class 3 contains 46467 members 
Mstep: Class 4 contains 46770 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 45402 members 
Mstep: Class 10 contains 16294 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 30144 members 
Mstep: Class 13 contains 42579 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5515 members 
Mstep: Class 16 contains 46628 members 
Mstep: Class 17 contains 49073 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 34480 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 31980 members 
Mstep: Class 23 contains 33251 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 44796 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 35343 members 
Mstep: Class 28 contains 39223 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126080.000000 Penalty: 100613.093750
Iteration 72Q: 31 clusters Score -1.371261e+08 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 48019 members 
Mstep: Class 3 contains 45966 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 44442 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6068 members 
Mstep: Class 9 contains 45524 members 
Mstep: Class 10 contains 16620 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 30062 members 
Mstep: Class 13 contains 42678 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 5524 members 
Mstep: Class 16 contains 46486 members 
Mstep: Class 17 contains 48872 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 34164 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 31930 members 
Mstep: Class 23 contains 33151 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 44544 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 36012 members 
Mstep: Class 28 contains 39542 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126544.000000 Penalty: 100613.093750
Iteration 73Q: 31 clusters Score -1.371265e+08 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 47800 members 
Mstep: Class 3 contains 45523 members 
Mstep: Class 4 contains 46817 members 
Mstep: Class 5 contains 44316 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 16950 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29992 members 
Mstep: Class 13 contains 42727 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5525 members 
Mstep: Class 16 contains 46368 members 
Mstep: Class 17 contains 48657 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33939 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 31862 members 
Mstep: Class 23 contains 33033 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 44277 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 36710 members 
Mstep: Class 28 contains 39840 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 44309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127264.000000 Penalty: 100613.093750
Iteration 74Q: 31 clusters Score -1.371273e+08 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 47559 members 
Mstep: Class 3 contains 45195 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 44173 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6079 members 
Mstep: Class 9 contains 45687 members 
Mstep: Class 10 contains 17301 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29909 members 
Mstep: Class 13 contains 42814 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 46277 members 
Mstep: Class 17 contains 48466 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33774 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 31800 members 
Mstep: Class 23 contains 32927 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 43945 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 37445 members 
Mstep: Class 28 contains 40163 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 44537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127744.000000 Penalty: 100613.093750
Iteration 75Q: 31 clusters Score -1.371277e+08 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 47337 members 
Mstep: Class 3 contains 44899 members 
Mstep: Class 4 contains 46726 members 
Mstep: Class 5 contains 44086 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6080 members 
Mstep: Class 9 contains 45707 members 
Mstep: Class 10 contains 17641 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29856 members 
Mstep: Class 13 contains 42849 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 5539 members 
Mstep: Class 16 contains 46152 members 
Mstep: Class 17 contains 48228 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33614 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31771 members 
Mstep: Class 23 contains 32793 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 38160 members 
Mstep: Class 28 contains 40493 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 44759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127504.000000 Penalty: 100613.093750
Iteration 76Q: 31 clusters Score -1.371275e+08 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 47081 members 
Mstep: Class 3 contains 44687 members 
Mstep: Class 4 contains 46659 members 
Mstep: Class 5 contains 43982 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6082 members 
Mstep: Class 9 contains 45643 members 
Mstep: Class 10 contains 18012 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29804 members 
Mstep: Class 13 contains 42860 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 5551 members 
Mstep: Class 16 contains 46010 members 
Mstep: Class 17 contains 47991 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33514 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31732 members 
Mstep: Class 23 contains 32683 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 43399 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 38935 members 
Mstep: Class 28 contains 40839 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 44950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128240.000000 Penalty: 100613.093750
Iteration 77Q: 31 clusters Score -1.371282e+08 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 46856 members 
Mstep: Class 3 contains 44506 members 
Mstep: Class 4 contains 46582 members 
Mstep: Class 5 contains 43927 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 45519 members 
Mstep: Class 10 contains 18376 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29743 members 
Mstep: Class 13 contains 42885 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 5555 members 
Mstep: Class 16 contains 45847 members 
Mstep: Class 17 contains 47767 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33422 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 31687 members 
Mstep: Class 23 contains 32534 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 43122 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 39660 members 
Mstep: Class 28 contains 41193 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128832.000000 Penalty: 100613.093750
Iteration 78Q: 31 clusters Score -1.371288e+08 nChanged 6652
Entering ConstructFrom: 
Score: -137128832.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (41766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Entering Unmasked Estep 
Score: -7800686.500000 Penalty: 2638.679932
	Iteration 0F: 2 clusters Score -7800686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -7772650.000000 Penalty: 5277.359863
	Iteration 0F: 3 clusters Score -7772650 nChanged 19135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -7782916.000000 Penalty: 5277.359863
	Iteration 1F: 3 clusters Score -7782916 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -7783382.000000 Penalty: 5277.359863
	Iteration 2Q: 3 clusters Score -7783382 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -7783785.000000 Penalty: 5277.359863
	Iteration 3Q: 3 clusters Score -7783785 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -7784200.000000 Penalty: 5277.359863
	Iteration 4Q: 3 clusters Score -7784200 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -7784556.500000 Penalty: 5277.359863
	Iteration 5Q: 3 clusters Score -7784556 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -7785038.000000 Penalty: 5277.359863
	Iteration 6Q: 3 clusters Score -7785038 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -7785696.000000 Penalty: 5277.359863
	Iteration 7Q: 3 clusters Score -7785696 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7786596.000000 Penalty: 5277.359863
	Iteration 8Q: 3 clusters Score -7786596 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -7788008.000000 Penalty: 5277.359863
	Iteration 9F: 3 clusters Score -7788008 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -7789789.500000 Penalty: 5277.359863
	Iteration 10F: 3 clusters Score -7789790 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -7791798.500000 Penalty: 5277.359863
	Iteration 11F: 3 clusters Score -7791798 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -7793264.500000 Penalty: 5277.359863
	Iteration 12F: 3 clusters Score -7793264 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -7794097.500000 Penalty: 5277.359863
	Iteration 13Q: 3 clusters Score -7794098 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -7794518.500000 Penalty: 5277.359863
	Iteration 14Q: 3 clusters Score -7794518 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -7794794.000000 Penalty: 5277.359863
	Iteration 15Q: 3 clusters Score -7794794 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7794952.000000 Penalty: 5277.359863
	Iteration 16Q: 3 clusters Score -7794952 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -7795111.500000 Penalty: 5277.359863
	Iteration 17Q: 3 clusters Score -7795112 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -7795240.000000 Penalty: 5277.359863
	Iteration 18Q: 3 clusters Score -7795240 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -7795383.000000 Penalty: 5277.359863
	Iteration 19Q: 3 clusters Score -7795383 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -7795513.000000 Penalty: 5277.359863
	Iteration 20F: 3 clusters Score -7795513 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -7795610.500000 Penalty: 5277.359863
	Iteration 21Q: 3 clusters Score -7795610 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -7795710.500000 Penalty: 5277.359863
	Iteration 22Q: 3 clusters Score -7795710 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7795792.500000 Penalty: 5277.359863
	Iteration 23Q: 3 clusters Score -7795792 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -7795863.500000 Penalty: 5277.359863
	Iteration 24Q: 3 clusters Score -7795864 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -7795929.500000 Penalty: 5277.359863
	Iteration 25Q: 3 clusters Score -7795930 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -7795977.000000 Penalty: 5277.359863
	Iteration 26Q: 3 clusters Score -7795977 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
Score: -7796019.000000 Penalty: 5277.359863
	Iteration 27Q: 3 clusters Score -7796019 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -7796096.500000 Penalty: 5277.359863
	Iteration 28Q: 3 clusters Score -7796096 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -7796149.000000 Penalty: 5277.359863
	Iteration 29Q: 3 clusters Score -7796149 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -7796212.500000 Penalty: 5277.359863
	Iteration 30Q: 3 clusters Score -7796212 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -7796268.000000 Penalty: 5277.359863
	Iteration 31Q: 3 clusters Score -7796268 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -7796294.500000 Penalty: 5277.359863
	Iteration 32Q: 3 clusters Score -7796294 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -7796338.000000 Penalty: 5277.359863
	Iteration 33Q: 3 clusters Score -7796338 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -7796383.500000 Penalty: 5277.359863
	Iteration 34Q: 3 clusters Score -7796384 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7796428.000000 Penalty: 5277.359863
	Iteration 35Q: 3 clusters Score -7796428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -7796468.500000 Penalty: 5277.359863
	Iteration 36Q: 3 clusters Score -7796468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -7796489.500000 Penalty: 5277.359863
	Iteration 37Q: 3 clusters Score -7796490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7796531.500000 Penalty: 5277.359863
	Iteration 38Q: 3 clusters Score -7796532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -7796572.500000 Penalty: 5277.359863
	Iteration 39Q: 3 clusters Score -7796572 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -7796599.000000 Penalty: 5277.359863
	Iteration 40F: 3 clusters Score -7796599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -7796627.000000 Penalty: 5277.359863
	Iteration 41Q: 3 clusters Score -7796627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -7796644.000000 Penalty: 5277.359863
	Iteration 42Q: 3 clusters Score -7796644 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -7796660.000000 Penalty: 5277.359863
	Iteration 43Q: 3 clusters Score -7796660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7796689.000000 Penalty: 5277.359863
	Iteration 44Q: 3 clusters Score -7796689 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7796722.000000 Penalty: 5277.359863
	Iteration 45Q: 3 clusters Score -7796722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -7796766.000000 Penalty: 5277.359863
	Iteration 46Q: 3 clusters Score -7796766 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -7796800.000000 Penalty: 5277.359863
	Iteration 47Q: 3 clusters Score -7796800 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -7796824.000000 Penalty: 5277.359863
	Iteration 48Q: 3 clusters Score -7796824 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -7796828.000000 Penalty: 5277.359863
	Iteration 49Q: 3 clusters Score -7796828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -7796831.500000 Penalty: 5277.359863
	Iteration 50Q: 3 clusters Score -7796832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -7796837.000000 Penalty: 5277.359863
	Iteration 51Q: 3 clusters Score -7796837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7796849.000000 Penalty: 5277.359863
	Iteration 52Q: 3 clusters Score -7796849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -7796885.000000 Penalty: 5277.359863
	Iteration 53Q: 3 clusters Score -7796885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -7796906.500000 Penalty: 5277.359863
	Iteration 54Q: 3 clusters Score -7796906 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -7796924.000000 Penalty: 5277.359863
	Iteration 55Q: 3 clusters Score -7796924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7796929.000000 Penalty: 5277.359863
	Iteration 56Q: 3 clusters Score -7796929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -7796952.500000 Penalty: 5277.359863
	Iteration 57Q: 3 clusters Score -7796952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7796961.500000 Penalty: 5277.359863
	Iteration 58Q: 3 clusters Score -7796962 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -7796993.000000 Penalty: 5277.359863
	Iteration 59Q: 3 clusters Score -7796993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -7796994.000000 Penalty: 5277.359863
	Iteration 60F: 3 clusters Score -7796994 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -7797000.500000 Penalty: 5277.359863
	Iteration 61Q: 3 clusters Score -7797000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7797017.000000 Penalty: 5277.359863
	Iteration 62Q: 3 clusters Score -7797017 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -7797026.500000 Penalty: 5277.359863
	Iteration 63Q: 3 clusters Score -7797026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -7797027.000000 Penalty: 5277.359863
	Iteration 64Q: 3 clusters Score -7797027 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -7797033.500000 Penalty: 5277.359863
	Iteration 65Q: 3 clusters Score -7797034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -7797054.500000 Penalty: 5277.359863
	Iteration 66Q: 3 clusters Score -7797054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -7797065.500000 Penalty: 5277.359863
	Iteration 67Q: 3 clusters Score -7797066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -7797091.000000 Penalty: 5277.359863
	Iteration 68Q: 3 clusters Score -7797091 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -7797106.000000 Penalty: 5277.359863
	Iteration 69Q: 3 clusters Score -7797106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -7797121.000000 Penalty: 5277.359863
	Iteration 70Q: 3 clusters Score -7797121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -7797118.000000 Penalty: 5277.359863
	Iteration 71Q: 3 clusters Score -7797118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -7797116.500000 Penalty: 5277.359863
	Iteration 72Q: 3 clusters Score -7797116 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -7797136.500000 Penalty: 5277.359863
	Iteration 73Q: 3 clusters Score -7797136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7797164.000000 Penalty: 5277.359863
	Iteration 74Q: 3 clusters Score -7797164 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7797193.500000 Penalty: 5277.359863
	Iteration 75Q: 3 clusters Score -7797194 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -7797203.500000 Penalty: 5277.359863
	Iteration 76Q: 3 clusters Score -7797204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -7797215.500000 Penalty: 5277.359863
	Iteration 77Q: 3 clusters Score -7797216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7797219.000000 Penalty: 5277.359863
	Iteration 78Q: 3 clusters Score -7797219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -7797235.500000 Penalty: 5277.359863
	Iteration 79Q: 3 clusters Score -7797236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -7797240.000000 Penalty: 5277.359863
	Iteration 80F: 3 clusters Score -7797240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -7797265.000000 Penalty: 5277.359863
	Iteration 81Q: 3 clusters Score -7797265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7797279.500000 Penalty: 5277.359863
	Iteration 82Q: 3 clusters Score -7797280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -7797282.500000 Penalty: 5277.359863
	Iteration 83Q: 3 clusters Score -7797282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -7797284.000000 Penalty: 5277.359863
	Iteration 84Q: 3 clusters Score -7797284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -7797298.000000 Penalty: 5277.359863
	Iteration 85Q: 3 clusters Score -7797298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7797312.000000 Penalty: 5277.359863
	Iteration 86Q: 3 clusters Score -7797312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -7797319.000000 Penalty: 5277.359863
	Iteration 87Q: 3 clusters Score -7797319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -7797315.000000 Penalty: 5277.359863
	Iteration 88Q: 3 clusters Score -7797315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -7797326.500000 Penalty: 5277.359863
	Iteration 89Q: 3 clusters Score -7797326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -7797344.000000 Penalty: 5277.359863
	Iteration 90Q: 3 clusters Score -7797344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -7797340.500000 Penalty: 5277.359863
	Iteration 91Q: 3 clusters Score -7797340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -7797338.500000 Penalty: 5277.359863
	Iteration 92Q: 3 clusters Score -7797338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -7797347.000000 Penalty: 5277.359863
	Iteration 93Q: 3 clusters Score -7797347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -7797355.000000 Penalty: 5277.359863
	Iteration 94Q: 3 clusters Score -7797355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7797371.000000 Penalty: 5277.359863
	Iteration 95Q: 3 clusters Score -7797371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -7797365.500000 Penalty: 5277.359863
	Iteration 96Q: 3 clusters Score -7797366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -7797381.000000 Penalty: 5277.359863
	Iteration 97Q: 3 clusters Score -7797381 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -7797395.000000 Penalty: 5277.359863
	Iteration 98Q: 3 clusters Score -7797395 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -7797396.000000 Penalty: 5277.359863
	Iteration 99Q: 3 clusters Score -7797396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7797401.500000 Penalty: 5277.359863
	Iteration 100F: 3 clusters Score -7797402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -7797407.000000 Penalty: 5277.359863
	Iteration 101Q: 3 clusters Score -7797407 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -7797405.000000 Penalty: 5277.359863
	Iteration 102Q: 3 clusters Score -7797405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -7797424.500000 Penalty: 5277.359863
	Iteration 103Q: 3 clusters Score -7797424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -7797427.000000 Penalty: 5277.359863
	Iteration 104Q: 3 clusters Score -7797427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -7797437.500000 Penalty: 5277.359863
	Iteration 105Q: 3 clusters Score -7797438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -7797440.500000 Penalty: 5277.359863
	Iteration 106Q: 3 clusters Score -7797440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -7797457.000000 Penalty: 5277.359863
	Iteration 107Q: 3 clusters Score -7797457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -7797471.000000 Penalty: 5277.359863
	Iteration 108Q: 3 clusters Score -7797471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -7797490.500000 Penalty: 5277.359863
	Iteration 109Q: 3 clusters Score -7797490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7797497.500000 Penalty: 5277.359863
	Iteration 110Q: 3 clusters Score -7797498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -7797507.000000 Penalty: 5277.359863
	Iteration 111Q: 3 clusters Score -7797507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -7797523.000000 Penalty: 5277.359863
	Iteration 112Q: 3 clusters Score -7797523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -7797528.500000 Penalty: 5277.359863
	Iteration 113Q: 3 clusters Score -7797528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -7797529.500000 Penalty: 5277.359863
	Iteration 114Q: 3 clusters Score -7797530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -7797544.500000 Penalty: 5277.359863
	Iteration 115Q: 3 clusters Score -7797544 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -7797556.500000 Penalty: 5277.359863
	Iteration 116Q: 3 clusters Score -7797556 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -7797572.000000 Penalty: 5277.359863
	Iteration 117Q: 3 clusters Score -7797572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -7797579.500000 Penalty: 5277.359863
	Iteration 118Q: 3 clusters Score -7797580 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7797598.500000 Penalty: 5277.359863
	Iteration 119Q: 3 clusters Score -7797598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7797607.000000 Penalty: 5277.359863
	Iteration 120F: 3 clusters Score -7797607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -7797630.500000 Penalty: 5277.359863
	Iteration 121Q: 3 clusters Score -7797630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7797652.000000 Penalty: 5277.359863
	Iteration 122Q: 3 clusters Score -7797652 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -7797670.000000 Penalty: 5277.359863
	Iteration 123Q: 3 clusters Score -7797670 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -7797676.000000 Penalty: 5277.359863
	Iteration 124Q: 3 clusters Score -7797676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -7797704.000000 Penalty: 5277.359863
	Iteration 125Q: 3 clusters Score -7797704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -7797699.000000 Penalty: 5277.359863
	Iteration 126Q: 3 clusters Score -7797699 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -7797704.000000 Penalty: 5277.359863
	Iteration 127Q: 3 clusters Score -7797704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -7797713.000000 Penalty: 5277.359863
	Iteration 128Q: 3 clusters Score -7797713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -7797719.000000 Penalty: 5277.359863
	Iteration 129Q: 3 clusters Score -7797719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7797724.000000 Penalty: 5277.359863
	Iteration 130Q: 3 clusters Score -7797724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -7797721.500000 Penalty: 5277.359863
	Iteration 131Q: 3 clusters Score -7797722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -7797717.500000 Penalty: 5277.359863
	Iteration 132Q: 3 clusters Score -7797718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7797719.000000 Penalty: 5277.359863
	Iteration 133Q: 3 clusters Score -7797719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -7797724.000000 Penalty: 5277.359863
	Iteration 134Q: 3 clusters Score -7797724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7797734.000000 Penalty: 5277.359863
	Iteration 135Q: 3 clusters Score -7797734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7797730.000000 Penalty: 5277.359863
	Iteration 136Q: 3 clusters Score -7797730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -7797742.500000 Penalty: 5277.359863
	Iteration 137Q: 3 clusters Score -7797742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7797744.000000 Penalty: 5277.359863
	Iteration 138Q: 3 clusters Score -7797744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -7797748.000000 Penalty: 5277.359863
	Iteration 139Q: 3 clusters Score -7797748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7797758.500000 Penalty: 5277.359863
	Iteration 140F: 3 clusters Score -7797758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7797772.000000 Penalty: 5277.359863
	Iteration 141Q: 3 clusters Score -7797772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -7797769.000000 Penalty: 5277.359863
	Iteration 142Q: 3 clusters Score -7797769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7797779.500000 Penalty: 5277.359863
	Iteration 143Q: 3 clusters Score -7797780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -7797788.500000 Penalty: 5277.359863
	Iteration 144Q: 3 clusters Score -7797788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -7797796.500000 Penalty: 5277.359863
	Iteration 145Q: 3 clusters Score -7797796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7797801.000000 Penalty: 5277.359863
	Iteration 146Q: 3 clusters Score -7797801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -7797817.500000 Penalty: 5277.359863
	Iteration 147Q: 3 clusters Score -7797818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7797825.500000 Penalty: 5277.359863
	Iteration 148Q: 3 clusters Score -7797826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -7797824.000000 Penalty: 5277.359863
	Iteration 149Q: 3 clusters Score -7797824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7797825.500000 Penalty: 5277.359863
	Iteration 150Q: 3 clusters Score -7797826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -7797828.500000 Penalty: 5277.359863
	Iteration 151Q: 3 clusters Score -7797828 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7797837.000000 Penalty: 5277.359863
	Iteration 152Q: 3 clusters Score -7797837 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -7797846.000000 Penalty: 5277.359863
	Iteration 153Q: 3 clusters Score -7797846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -7797863.000000 Penalty: 5277.359863
	Iteration 154Q: 3 clusters Score -7797863 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -7797878.500000 Penalty: 5277.359863
	Iteration 155Q: 3 clusters Score -7797878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -7797881.500000 Penalty: 5277.359863
	Iteration 156Q: 3 clusters Score -7797882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -7797889.000000 Penalty: 5277.359863
	Iteration 157Q: 3 clusters Score -7797889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -7797888.500000 Penalty: 5277.359863
	Iteration 158Q: 3 clusters Score -7797888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -7797886.000000 Penalty: 5277.359863
	Iteration 159Q: 3 clusters Score -7797886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7797899.500000 Penalty: 5277.359863
	Iteration 160F: 3 clusters Score -7797900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -7797915.000000 Penalty: 5277.359863
	Iteration 161Q: 3 clusters Score -7797915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -7797925.000000 Penalty: 5277.359863
	Iteration 162Q: 3 clusters Score -7797925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7797924.500000 Penalty: 5277.359863
	Iteration 163Q: 3 clusters Score -7797924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -7797931.000000 Penalty: 5277.359863
	Iteration 164Q: 3 clusters Score -7797931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7797944.500000 Penalty: 5277.359863
	Iteration 165Q: 3 clusters Score -7797944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -7797945.500000 Penalty: 5277.359863
	Iteration 166Q: 3 clusters Score -7797946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -7797956.000000 Penalty: 5277.359863
	Iteration 167Q: 3 clusters Score -7797956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -7797955.000000 Penalty: 5277.359863
	Iteration 168Q: 3 clusters Score -7797955 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7797968.000000 Penalty: 5277.359863
	Iteration 169Q: 3 clusters Score -7797968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7797976.000000 Penalty: 5277.359863
	Iteration 170Q: 3 clusters Score -7797976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7797996.000000 Penalty: 5277.359863
	Iteration 171Q: 3 clusters Score -7797996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -7797989.500000 Penalty: 5277.359863
	Iteration 172Q: 3 clusters Score -7797990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -7798011.500000 Penalty: 5277.359863
	Iteration 173Q: 3 clusters Score -7798012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -7798010.000000 Penalty: 5277.359863
	Iteration 174Q: 3 clusters Score -7798010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7798011.000000 Penalty: 5277.359863
	Iteration 175Q: 3 clusters Score -7798011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7798005.500000 Penalty: 5277.359863
	Iteration 176Q: 3 clusters Score -7798006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -7798009.000000 Penalty: 5277.359863
	Iteration 177Q: 3 clusters Score -7798009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -7798003.000000 Penalty: 5277.359863
	Iteration 178Q: 3 clusters Score -7798003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7798002.500000 Penalty: 5277.359863
	Iteration 179Q: 3 clusters Score -7798002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -7798015.000000 Penalty: 5277.359863
	Iteration 180F: 3 clusters Score -7798015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7798012.000000 Penalty: 5277.359863
	Iteration 181Q: 3 clusters Score -7798012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7798013.000000 Penalty: 5277.359863
	Iteration 182Q: 3 clusters Score -7798013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7798019.000000 Penalty: 5277.359863
	Iteration 183Q: 3 clusters Score -7798019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7798020.500000 Penalty: 5277.359863
	Iteration 184Q: 3 clusters Score -7798020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -7798026.500000 Penalty: 5277.359863
	Iteration 185Q: 3 clusters Score -7798026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -7798032.500000 Penalty: 5277.359863
	Iteration 186Q: 3 clusters Score -7798032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -7798030.000000 Penalty: 5277.359863
	Iteration 187Q: 3 clusters Score -7798030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7798027.500000 Penalty: 5277.359863
	Iteration 188Q: 3 clusters Score -7798028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7798036.000000 Penalty: 5277.359863
	Iteration 189Q: 3 clusters Score -7798036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -7798038.500000 Penalty: 5277.359863
	Iteration 190Q: 3 clusters Score -7798038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7798035.500000 Penalty: 5277.359863
	Iteration 191Q: 3 clusters Score -7798036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -7798034.500000 Penalty: 5277.359863
	Iteration 192Q: 3 clusters Score -7798034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7798038.000000 Penalty: 5277.359863
	Iteration 193Q: 3 clusters Score -7798038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -7798038.500000 Penalty: 5277.359863
	Iteration 194Q: 3 clusters Score -7798038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7798048.000000 Penalty: 5277.359863
	Iteration 195Q: 3 clusters Score -7798048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -7798051.500000 Penalty: 5277.359863
	Iteration 196Q: 3 clusters Score -7798052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -7798051.500000 Penalty: 5277.359863
	Iteration 197Q: 3 clusters Score -7798052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7798049.500000 Penalty: 5277.359863
	Iteration 198Q: 3 clusters Score -7798050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -7798046.000000 Penalty: 5277.359863
	Iteration 199Q: 3 clusters Score -7798046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7798048.500000 Penalty: 5277.359863
	Iteration 200F: 3 clusters Score -7798048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -7798052.000000 Penalty: 5277.359863
	Iteration 201Q: 3 clusters Score -7798052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -7798048.500000 Penalty: 5277.359863
	Iteration 202Q: 3 clusters Score -7798048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -7798048.500000 Penalty: 5277.359863
	Iteration 203Q: 3 clusters Score -7798048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -7798058.000000 Penalty: 5277.359863
	Iteration 204Q: 3 clusters Score -7798058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7798053.500000 Penalty: 5277.359863
	Iteration 205Q: 3 clusters Score -7798054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -7798055.000000 Penalty: 5277.359863
	Iteration 206Q: 3 clusters Score -7798055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -7798055.000000 Penalty: 5277.359863
	Iteration 207F: 3 clusters Score -7798055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Entering Unmasked Estep 
Score: -8843783.000000 Penalty: 2666.101074
	Iteration 0F: 2 clusters Score -8843783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8814138.000000 Penalty: 5332.202148
	Iteration 0F: 3 clusters Score -8814138 nChanged 21391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8826097.000000 Penalty: 5332.202148
	Iteration 1F: 3 clusters Score -8826097 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8826743.000000 Penalty: 5332.202148
	Iteration 2Q: 3 clusters Score -8826743 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -8827436.000000 Penalty: 5332.202148
	Iteration 3Q: 3 clusters Score -8827436 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -8828227.000000 Penalty: 5332.202148
	Iteration 4Q: 3 clusters Score -8828227 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8829313.000000 Penalty: 5332.202148
	Iteration 5Q: 3 clusters Score -8829313 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -8830677.000000 Penalty: 5332.202148
	Iteration 6F: 3 clusters Score -8830677 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -8832328.000000 Penalty: 5332.202148
	Iteration 7F: 3 clusters Score -8832328 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -8834189.000000 Penalty: 5332.202148
	Iteration 8F: 3 clusters Score -8834189 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -8835952.000000 Penalty: 5332.202148
	Iteration 9Q: 3 clusters Score -8835952 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -8837505.000000 Penalty: 5332.202148
	Iteration 10Q: 3 clusters Score -8837505 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -8838501.000000 Penalty: 5332.202148
	Iteration 11Q: 3 clusters Score -8838501 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8839241.000000 Penalty: 5332.202148
	Iteration 12Q: 3 clusters Score -8839241 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -8839754.000000 Penalty: 5332.202148
	Iteration 13Q: 3 clusters Score -8839754 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8840123.000000 Penalty: 5332.202148
	Iteration 14Q: 3 clusters Score -8840123 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8840414.000000 Penalty: 5332.202148
	Iteration 15Q: 3 clusters Score -8840414 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8840687.000000 Penalty: 5332.202148
	Iteration 16Q: 3 clusters Score -8840687 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8840917.000000 Penalty: 5332.202148
	Iteration 17Q: 3 clusters Score -8840917 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8841086.000000 Penalty: 5332.202148
	Iteration 18Q: 3 clusters Score -8841086 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8841237.000000 Penalty: 5332.202148
	Iteration 19Q: 3 clusters Score -8841237 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8841337.000000 Penalty: 5332.202148
	Iteration 20F: 3 clusters Score -8841337 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8841441.000000 Penalty: 5332.202148
	Iteration 21Q: 3 clusters Score -8841441 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8841527.000000 Penalty: 5332.202148
	Iteration 22Q: 3 clusters Score -8841527 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8841591.000000 Penalty: 5332.202148
	Iteration 23Q: 3 clusters Score -8841591 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8841631.000000 Penalty: 5332.202148
	Iteration 24Q: 3 clusters Score -8841631 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8841654.000000 Penalty: 5332.202148
	Iteration 25Q: 3 clusters Score -8841654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8841675.000000 Penalty: 5332.202148
	Iteration 26Q: 3 clusters Score -8841675 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8841706.000000 Penalty: 5332.202148
	Iteration 27Q: 3 clusters Score -8841706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8841704.000000 Penalty: 5332.202148
	Iteration 28Q: 3 clusters Score -8841704 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8841727.000000 Penalty: 5332.202148
	Iteration 29Q: 3 clusters Score -8841727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8841733.000000 Penalty: 5332.202148
	Iteration 30Q: 3 clusters Score -8841733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8841726.000000 Penalty: 5332.202148
	Iteration 31Q: 3 clusters Score -8841726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8841735.000000 Penalty: 5332.202148
	Iteration 32Q: 3 clusters Score -8841735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8841752.000000 Penalty: 5332.202148
	Iteration 33Q: 3 clusters Score -8841752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8841757.000000 Penalty: 5332.202148
	Iteration 34Q: 3 clusters Score -8841757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8841758.000000 Penalty: 5332.202148
	Iteration 35Q: 3 clusters Score -8841758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8841754.000000 Penalty: 5332.202148
	Iteration 36Q: 3 clusters Score -8841754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8841762.000000 Penalty: 5332.202148
	Iteration 37Q: 3 clusters Score -8841762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8841758.000000 Penalty: 5332.202148
	Iteration 38Q: 3 clusters Score -8841758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8841759.000000 Penalty: 5332.202148
	Iteration 39Q: 3 clusters Score -8841759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8841758.000000 Penalty: 5332.202148
	Iteration 40F: 3 clusters Score -8841758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8841771.000000 Penalty: 5332.202148
	Iteration 41Q: 3 clusters Score -8841771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8841771.000000 Penalty: 5332.202148
	Iteration 42Q: 3 clusters Score -8841771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8841777.000000 Penalty: 5332.202148
	Iteration 43Q: 3 clusters Score -8841777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8841778.000000 Penalty: 5332.202148
	Iteration 44Q: 3 clusters Score -8841778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8841772.000000 Penalty: 5332.202148
	Iteration 45Q: 3 clusters Score -8841772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8841783.000000 Penalty: 5332.202148
	Iteration 46Q: 3 clusters Score -8841783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8841787.000000 Penalty: 5332.202148
	Iteration 47Q: 3 clusters Score -8841787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8841787.000000 Penalty: 5332.202148
	Iteration 48F: 3 clusters Score -8841787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Entering Unmasked Estep 
Score: -8274769.000000 Penalty: 2653.539307
	Iteration 0F: 2 clusters Score -8274769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -8245520.000000 Penalty: 5307.078613
	Iteration 0F: 3 clusters Score -8245520 nChanged 20350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -8256890.000000 Penalty: 5307.078613
	Iteration 1F: 3 clusters Score -8256890 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -8257667.000000 Penalty: 5307.078613
	Iteration 2Q: 3 clusters Score -8257667 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -8258673.500000 Penalty: 5307.078613
	Iteration 3Q: 3 clusters Score -8258674 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8259834.500000 Penalty: 5307.078613
	Iteration 4Q: 3 clusters Score -8259834 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -8261004.500000 Penalty: 5307.078613
	Iteration 5Q: 3 clusters Score -8261004 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -8262298.500000 Penalty: 5307.078613
	Iteration 6Q: 3 clusters Score -8262298 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -8263635.500000 Penalty: 5307.078613
	Iteration 7F: 3 clusters Score -8263636 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -8265186.500000 Penalty: 5307.078613
	Iteration 8F: 3 clusters Score -8265186 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -8266643.000000 Penalty: 5307.078613
	Iteration 9F: 3 clusters Score -8266643 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8267953.500000 Penalty: 5307.078613
	Iteration 10F: 3 clusters Score -8267954 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8268727.500000 Penalty: 5307.078613
	Iteration 11Q: 3 clusters Score -8268728 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -8269273.500000 Penalty: 5307.078613
	Iteration 12Q: 3 clusters Score -8269274 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -8269641.500000 Penalty: 5307.078613
	Iteration 13Q: 3 clusters Score -8269642 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -8270033.000000 Penalty: 5307.078613
	Iteration 14Q: 3 clusters Score -8270033 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -8270355.000000 Penalty: 5307.078613
	Iteration 15Q: 3 clusters Score -8270355 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -8270679.000000 Penalty: 5307.078613
	Iteration 16Q: 3 clusters Score -8270679 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -8270995.500000 Penalty: 5307.078613
	Iteration 17Q: 3 clusters Score -8270996 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -8271217.500000 Penalty: 5307.078613
	Iteration 18Q: 3 clusters Score -8271218 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -8271414.000000 Penalty: 5307.078613
	Iteration 19Q: 3 clusters Score -8271414 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -8271623.000000 Penalty: 5307.078613
	Iteration 20F: 3 clusters Score -8271623 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -8271780.500000 Penalty: 5307.078613
	Iteration 21Q: 3 clusters Score -8271780 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -8271928.500000 Penalty: 5307.078613
	Iteration 22Q: 3 clusters Score -8271928 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -8272041.500000 Penalty: 5307.078613
	Iteration 23Q: 3 clusters Score -8272042 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -8272152.500000 Penalty: 5307.078613
	Iteration 24Q: 3 clusters Score -8272152 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -8272274.500000 Penalty: 5307.078613
	Iteration 25Q: 3 clusters Score -8272274 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -8272363.000000 Penalty: 5307.078613
	Iteration 26Q: 3 clusters Score -8272363 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -8272509.500000 Penalty: 5307.078613
	Iteration 27Q: 3 clusters Score -8272510 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8272609.000000 Penalty: 5307.078613
	Iteration 28Q: 3 clusters Score -8272609 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8272796.500000 Penalty: 5307.078613
	Iteration 29Q: 3 clusters Score -8272796 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -8272949.500000 Penalty: 5307.078613
	Iteration 30Q: 3 clusters Score -8272950 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8273040.500000 Penalty: 5307.078613
	Iteration 31Q: 3 clusters Score -8273040 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -8273136.500000 Penalty: 5307.078613
	Iteration 32Q: 3 clusters Score -8273136 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -8273193.000000 Penalty: 5307.078613
	Iteration 33Q: 3 clusters Score -8273193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -8273271.000000 Penalty: 5307.078613
	Iteration 34Q: 3 clusters Score -8273271 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -8273366.000000 Penalty: 5307.078613
	Iteration 35Q: 3 clusters Score -8273366 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8273454.500000 Penalty: 5307.078613
	Iteration 36Q: 3 clusters Score -8273454 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -8273484.500000 Penalty: 5307.078613
	Iteration 37Q: 3 clusters Score -8273484 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -8273539.500000 Penalty: 5307.078613
	Iteration 38Q: 3 clusters Score -8273540 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8273584.500000 Penalty: 5307.078613
	Iteration 39Q: 3 clusters Score -8273584 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8273603.000000 Penalty: 5307.078613
	Iteration 40F: 3 clusters Score -8273603 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -8273603.500000 Penalty: 5307.078613
	Iteration 41Q: 3 clusters Score -8273604 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -8273638.500000 Penalty: 5307.078613
	Iteration 42Q: 3 clusters Score -8273638 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -8273670.500000 Penalty: 5307.078613
	Iteration 43Q: 3 clusters Score -8273670 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -8273700.500000 Penalty: 5307.078613
	Iteration 44Q: 3 clusters Score -8273700 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8273735.000000 Penalty: 5307.078613
	Iteration 45Q: 3 clusters Score -8273735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8273721.500000 Penalty: 5307.078613
	Iteration 46Q: 3 clusters Score -8273722 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -8273753.000000 Penalty: 5307.078613
	Iteration 47Q: 3 clusters Score -8273753 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -8273772.000000 Penalty: 5307.078613
	Iteration 48Q: 3 clusters Score -8273772 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -8273762.500000 Penalty: 5307.078613
	Iteration 49Q: 3 clusters Score -8273762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -8273774.000000 Penalty: 5307.078613
	Iteration 50Q: 3 clusters Score -8273774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8273755.000000 Penalty: 5307.078613
	Iteration 51Q: 3 clusters Score -8273755 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -8273776.500000 Penalty: 5307.078613
	Iteration 52Q: 3 clusters Score -8273776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -8273780.000000 Penalty: 5307.078613
	Iteration 53Q: 3 clusters Score -8273780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -8273765.000000 Penalty: 5307.078613
	Iteration 54Q: 3 clusters Score -8273765 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8273762.500000 Penalty: 5307.078613
	Iteration 55Q: 3 clusters Score -8273762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -8273773.500000 Penalty: 5307.078613
	Iteration 56Q: 3 clusters Score -8273774 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8273787.000000 Penalty: 5307.078613
	Iteration 57Q: 3 clusters Score -8273787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -8273800.000000 Penalty: 5307.078613
	Iteration 58Q: 3 clusters Score -8273800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -8273820.000000 Penalty: 5307.078613
	Iteration 59Q: 3 clusters Score -8273820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8273820.000000 Penalty: 5307.078613
	Iteration 60F: 3 clusters Score -8273820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8273828.000000 Penalty: 5307.078613
	Iteration 61Q: 3 clusters Score -8273828 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -8273834.500000 Penalty: 5307.078613
	Iteration 62Q: 3 clusters Score -8273834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -8273844.000000 Penalty: 5307.078613
	Iteration 63Q: 3 clusters Score -8273844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8273840.500000 Penalty: 5307.078613
	Iteration 64Q: 3 clusters Score -8273840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -8273844.500000 Penalty: 5307.078613
	Iteration 65Q: 3 clusters Score -8273844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8273843.500000 Penalty: 5307.078613
	Iteration 66Q: 3 clusters Score -8273844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8273840.500000 Penalty: 5307.078613
	Iteration 67Q: 3 clusters Score -8273840 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -8273835.000000 Penalty: 5307.078613
	Iteration 68Q: 3 clusters Score -8273835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -8273840.500000 Penalty: 5307.078613
	Iteration 69Q: 3 clusters Score -8273840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8273829.000000 Penalty: 5307.078613
	Iteration 70Q: 3 clusters Score -8273829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -8273837.000000 Penalty: 5307.078613
	Iteration 71Q: 3 clusters Score -8273837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8273839.000000 Penalty: 5307.078613
	Iteration 72Q: 3 clusters Score -8273839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -8273847.000000 Penalty: 5307.078613
	Iteration 73Q: 3 clusters Score -8273847 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8273838.500000 Penalty: 5307.078613
	Iteration 74Q: 3 clusters Score -8273838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8273828.500000 Penalty: 5307.078613
	Iteration 75Q: 3 clusters Score -8273828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -8273826.500000 Penalty: 5307.078613
	Iteration 76Q: 3 clusters Score -8273826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8273827.500000 Penalty: 5307.078613
	Iteration 77Q: 3 clusters Score -8273828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -8273836.500000 Penalty: 5307.078613
	Iteration 78Q: 3 clusters Score -8273836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8273838.000000 Penalty: 5307.078613
	Iteration 79Q: 3 clusters Score -8273838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8273838.500000 Penalty: 5307.078613
	Iteration 80F: 3 clusters Score -8273838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8273835.500000 Penalty: 5307.078613
	Iteration 81Q: 3 clusters Score -8273836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8273845.000000 Penalty: 5307.078613
	Iteration 82Q: 3 clusters Score -8273845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8273834.500000 Penalty: 5307.078613
	Iteration 83Q: 3 clusters Score -8273834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8273837.000000 Penalty: 5307.078613
	Iteration 84Q: 3 clusters Score -8273837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -8273846.000000 Penalty: 5307.078613
	Iteration 85Q: 3 clusters Score -8273846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -8273838.000000 Penalty: 5307.078613
	Iteration 86Q: 3 clusters Score -8273838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -8273835.500000 Penalty: 5307.078613
	Iteration 87Q: 3 clusters Score -8273836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -8273819.000000 Penalty: 5307.078613
	Iteration 88Q: 3 clusters Score -8273819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -8273825.500000 Penalty: 5307.078613
	Iteration 89Q: 3 clusters Score -8273826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -8273818.500000 Penalty: 5307.078613
	Iteration 90Q: 3 clusters Score -8273818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8273817.000000 Penalty: 5307.078613
	Iteration 91Q: 3 clusters Score -8273817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8273811.500000 Penalty: 5307.078613
	Iteration 92Q: 3 clusters Score -8273812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8273807.500000 Penalty: 5307.078613
	Iteration 93Q: 3 clusters Score -8273808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8273805.000000 Penalty: 5307.078613
	Iteration 94Q: 3 clusters Score -8273805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -8273808.500000 Penalty: 5307.078613
	Iteration 95Q: 3 clusters Score -8273808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8273808.500000 Penalty: 5307.078613
	Iteration 96Q: 3 clusters Score -8273808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8273813.000000 Penalty: 5307.078613
	Iteration 97Q: 3 clusters Score -8273813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -8273811.500000 Penalty: 5307.078613
	Iteration 98Q: 3 clusters Score -8273812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8273811.500000 Penalty: 5307.078613
	Iteration 99Q: 3 clusters Score -8273812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8273816.500000 Penalty: 5307.078613
	Iteration 100F: 3 clusters Score -8273816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8273819.500000 Penalty: 5307.078613
	Iteration 101Q: 3 clusters Score -8273820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -8273828.000000 Penalty: 5307.078613
	Iteration 102Q: 3 clusters Score -8273828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8273823.500000 Penalty: 5307.078613
	Iteration 103Q: 3 clusters Score -8273824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8273822.000000 Penalty: 5307.078613
	Iteration 104Q: 3 clusters Score -8273822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -8273822.000000 Penalty: 5307.078613
	Iteration 105F: 3 clusters Score -8273822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Entering Unmasked Estep 
Score: -8671553.000000 Penalty: 2665.360596
	Iteration 0F: 2 clusters Score -8671553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8641126.000000 Penalty: 5330.721191
	Iteration 0F: 3 clusters Score -8641126 nChanged 21278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -8652751.000000 Penalty: 5330.721191
	Iteration 1F: 3 clusters Score -8652751 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -8653514.000000 Penalty: 5330.721191
	Iteration 2Q: 3 clusters Score -8653514 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -8654483.000000 Penalty: 5330.721191
	Iteration 3Q: 3 clusters Score -8654483 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -8655947.000000 Penalty: 5330.721191
	Iteration 4F: 3 clusters Score -8655947 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -8658000.000000 Penalty: 5330.721191
	Iteration 5F: 3 clusters Score -8658000 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -8660666.000000 Penalty: 5330.721191
	Iteration 6F: 3 clusters Score -8660666 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8663417.000000 Penalty: 5330.721191
	Iteration 7F: 3 clusters Score -8663417 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -8665945.000000 Penalty: 5330.721191
	Iteration 8F: 3 clusters Score -8665945 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -8667505.000000 Penalty: 5330.721191
	Iteration 9Q: 3 clusters Score -8667505 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -8668250.000000 Penalty: 5330.721191
	Iteration 10Q: 3 clusters Score -8668250 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8668613.000000 Penalty: 5330.721191
	Iteration 11Q: 3 clusters Score -8668613 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -8668877.000000 Penalty: 5330.721191
	Iteration 12Q: 3 clusters Score -8668877 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -8669084.000000 Penalty: 5330.721191
	Iteration 13Q: 3 clusters Score -8669084 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -8669251.000000 Penalty: 5330.721191
	Iteration 14Q: 3 clusters Score -8669251 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8669384.000000 Penalty: 5330.721191
	Iteration 15Q: 3 clusters Score -8669384 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -8669497.000000 Penalty: 5330.721191
	Iteration 16Q: 3 clusters Score -8669497 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8669553.000000 Penalty: 5330.721191
	Iteration 17Q: 3 clusters Score -8669553 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8669648.000000 Penalty: 5330.721191
	Iteration 18Q: 3 clusters Score -8669648 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8669740.000000 Penalty: 5330.721191
	Iteration 19Q: 3 clusters Score -8669740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8669763.000000 Penalty: 5330.721191
	Iteration 20F: 3 clusters Score -8669763 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8669792.000000 Penalty: 5330.721191
	Iteration 21Q: 3 clusters Score -8669792 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8669810.000000 Penalty: 5330.721191
	Iteration 22Q: 3 clusters Score -8669810 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 42299 members 
Entering Unmasked Estep 
Score: -8669852.000000 Penalty: 5330.721191
	Iteration 23Q: 3 clusters Score -8669852 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8669849.000000 Penalty: 5330.721191
	Iteration 24Q: 3 clusters Score -8669849 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8669858.000000 Penalty: 5330.721191
	Iteration 25Q: 3 clusters Score -8669858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8669888.000000 Penalty: 5330.721191
	Iteration 26Q: 3 clusters Score -8669888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8669890.000000 Penalty: 5330.721191
	Iteration 27Q: 3 clusters Score -8669890 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8669927.000000 Penalty: 5330.721191
	Iteration 28Q: 3 clusters Score -8669927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8669914.000000 Penalty: 5330.721191
	Iteration 29Q: 3 clusters Score -8669914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8669906.000000 Penalty: 5330.721191
	Iteration 30Q: 3 clusters Score -8669906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8669962.000000 Penalty: 5330.721191
	Iteration 31Q: 3 clusters Score -8669962 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8669971.000000 Penalty: 5330.721191
	Iteration 32Q: 3 clusters Score -8669971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8669988.000000 Penalty: 5330.721191
	Iteration 33Q: 3 clusters Score -8669988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8669987.000000 Penalty: 5330.721191
	Iteration 34Q: 3 clusters Score -8669987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8669985.000000 Penalty: 5330.721191
	Iteration 35Q: 3 clusters Score -8669985 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8670019.000000 Penalty: 5330.721191
	Iteration 36Q: 3 clusters Score -8670019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8670022.000000 Penalty: 5330.721191
	Iteration 37Q: 3 clusters Score -8670022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8670025.000000 Penalty: 5330.721191
	Iteration 38Q: 3 clusters Score -8670025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -8670033.000000 Penalty: 5330.721191
	Iteration 39Q: 3 clusters Score -8670033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8670040.000000 Penalty: 5330.721191
	Iteration 40F: 3 clusters Score -8670040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8670044.000000 Penalty: 5330.721191
	Iteration 41Q: 3 clusters Score -8670044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8670055.000000 Penalty: 5330.721191
	Iteration 42Q: 3 clusters Score -8670055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8670060.000000 Penalty: 5330.721191
	Iteration 43Q: 3 clusters Score -8670060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8670054.000000 Penalty: 5330.721191
	Iteration 44Q: 3 clusters Score -8670054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8670045.000000 Penalty: 5330.721191
	Iteration 45Q: 3 clusters Score -8670045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8670067.000000 Penalty: 5330.721191
	Iteration 46Q: 3 clusters Score -8670067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8670063.000000 Penalty: 5330.721191
	Iteration 47Q: 3 clusters Score -8670063 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8670098.000000 Penalty: 5330.721191
	Iteration 48Q: 3 clusters Score -8670098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -8670097.000000 Penalty: 5330.721191
	Iteration 49Q: 3 clusters Score -8670097 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8670105.000000 Penalty: 5330.721191
	Iteration 50Q: 3 clusters Score -8670105 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8670099.000000 Penalty: 5330.721191
	Iteration 51Q: 3 clusters Score -8670099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8670108.000000 Penalty: 5330.721191
	Iteration 52Q: 3 clusters Score -8670108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -8670109.000000 Penalty: 5330.721191
	Iteration 53Q: 3 clusters Score -8670109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8670095.000000 Penalty: 5330.721191
	Iteration 54Q: 3 clusters Score -8670095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8670102.000000 Penalty: 5330.721191
	Iteration 55Q: 3 clusters Score -8670102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44064 members 
Entering Unmasked Estep 
Score: -8670099.000000 Penalty: 5330.721191
	Iteration 56Q: 3 clusters Score -8670099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8670113.000000 Penalty: 5330.721191
	Iteration 57Q: 3 clusters Score -8670113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8670108.000000 Penalty: 5330.721191
	Iteration 58Q: 3 clusters Score -8670108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8670118.000000 Penalty: 5330.721191
	Iteration 59Q: 3 clusters Score -8670118 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -8670134.000000 Penalty: 5330.721191
	Iteration 60F: 3 clusters Score -8670134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8670126.000000 Penalty: 5330.721191
	Iteration 61Q: 3 clusters Score -8670126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8670122.000000 Penalty: 5330.721191
	Iteration 62Q: 3 clusters Score -8670122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8670122.000000 Penalty: 5330.721191
	Iteration 63Q: 3 clusters Score -8670122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8670124.000000 Penalty: 5330.721191
	Iteration 64Q: 3 clusters Score -8670124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8670133.000000 Penalty: 5330.721191
	Iteration 65Q: 3 clusters Score -8670133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8670136.000000 Penalty: 5330.721191
	Iteration 66Q: 3 clusters Score -8670136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8670142.000000 Penalty: 5330.721191
	Iteration 67Q: 3 clusters Score -8670142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8670133.000000 Penalty: 5330.721191
	Iteration 68Q: 3 clusters Score -8670133 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8670130.000000 Penalty: 5330.721191
	Iteration 69Q: 3 clusters Score -8670130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8670127.000000 Penalty: 5330.721191
	Iteration 70Q: 3 clusters Score -8670127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8670128.000000 Penalty: 5330.721191
	Iteration 71Q: 3 clusters Score -8670128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8670145.000000 Penalty: 5330.721191
	Iteration 72Q: 3 clusters Score -8670145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8670142.000000 Penalty: 5330.721191
	Iteration 73Q: 3 clusters Score -8670142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -8670134.000000 Penalty: 5330.721191
	Iteration 74Q: 3 clusters Score -8670134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8670148.000000 Penalty: 5330.721191
	Iteration 75Q: 3 clusters Score -8670148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8670150.000000 Penalty: 5330.721191
	Iteration 76Q: 3 clusters Score -8670150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8670144.000000 Penalty: 5330.721191
	Iteration 77Q: 3 clusters Score -8670144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8670155.000000 Penalty: 5330.721191
	Iteration 78Q: 3 clusters Score -8670155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8670151.000000 Penalty: 5330.721191
	Iteration 79Q: 3 clusters Score -8670151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8670157.000000 Penalty: 5330.721191
	Iteration 80F: 3 clusters Score -8670157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8670152.000000 Penalty: 5330.721191
	Iteration 81Q: 3 clusters Score -8670152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8670154.000000 Penalty: 5330.721191
	Iteration 82Q: 3 clusters Score -8670154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8670152.000000 Penalty: 5330.721191
	Iteration 83Q: 3 clusters Score -8670152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8670142.000000 Penalty: 5330.721191
	Iteration 84Q: 3 clusters Score -8670142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8670135.000000 Penalty: 5330.721191
	Iteration 85Q: 3 clusters Score -8670135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8670141.000000 Penalty: 5330.721191
	Iteration 86Q: 3 clusters Score -8670141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8670143.000000 Penalty: 5330.721191
	Iteration 87Q: 3 clusters Score -8670143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8670143.000000 Penalty: 5330.721191
	Iteration 88Q: 3 clusters Score -8670143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8670135.000000 Penalty: 5330.721191
	Iteration 89Q: 3 clusters Score -8670135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -8670139.000000 Penalty: 5330.721191
	Iteration 90Q: 3 clusters Score -8670139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8670140.000000 Penalty: 5330.721191
	Iteration 91Q: 3 clusters Score -8670140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8670140.000000 Penalty: 5330.721191
	Iteration 92F: 3 clusters Score -8670140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Entering Unmasked Estep 
Score: -8130164.000000 Penalty: 2650.987305
	Iteration 0F: 2 clusters Score -8130164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -8100658.500000 Penalty: 5301.974609
	Iteration 0F: 3 clusters Score -8100658 nChanged 20173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8112087.000000 Penalty: 5301.974609
	Iteration 1F: 3 clusters Score -8112087 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8112676.500000 Penalty: 5301.974609
	Iteration 2Q: 3 clusters Score -8112676 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8113332.500000 Penalty: 5301.974609
	Iteration 3Q: 3 clusters Score -8113332 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8114065.500000 Penalty: 5301.974609
	Iteration 4Q: 3 clusters Score -8114066 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8114764.500000 Penalty: 5301.974609
	Iteration 5Q: 3 clusters Score -8114764 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8115703.000000 Penalty: 5301.974609
	Iteration 6Q: 3 clusters Score -8115703 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -8116990.500000 Penalty: 5301.974609
	Iteration 7F: 3 clusters Score -8116990 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8118760.500000 Penalty: 5301.974609
	Iteration 8F: 3 clusters Score -8118760 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -8121135.500000 Penalty: 5301.974609
	Iteration 9F: 3 clusters Score -8121136 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -8123444.000000 Penalty: 5301.974609
	Iteration 10F: 3 clusters Score -8123444 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8124872.000000 Penalty: 5301.974609
	Iteration 11Q: 3 clusters Score -8124872 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8125579.500000 Penalty: 5301.974609
	Iteration 12Q: 3 clusters Score -8125580 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -8125978.000000 Penalty: 5301.974609
	Iteration 13Q: 3 clusters Score -8125978 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -8126176.000000 Penalty: 5301.974609
	Iteration 14Q: 3 clusters Score -8126176 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -8126320.000000 Penalty: 5301.974609
	Iteration 15Q: 3 clusters Score -8126320 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -8126439.000000 Penalty: 5301.974609
	Iteration 16Q: 3 clusters Score -8126439 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -8126606.000000 Penalty: 5301.974609
	Iteration 17Q: 3 clusters Score -8126606 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -8126726.500000 Penalty: 5301.974609
	Iteration 18Q: 3 clusters Score -8126726 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -8126818.500000 Penalty: 5301.974609
	Iteration 19Q: 3 clusters Score -8126818 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -8126948.500000 Penalty: 5301.974609
	Iteration 20F: 3 clusters Score -8126948 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -8127029.500000 Penalty: 5301.974609
	Iteration 21Q: 3 clusters Score -8127030 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8127152.500000 Penalty: 5301.974609
	Iteration 22Q: 3 clusters Score -8127152 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8127271.500000 Penalty: 5301.974609
	Iteration 23Q: 3 clusters Score -8127272 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -8127353.500000 Penalty: 5301.974609
	Iteration 24Q: 3 clusters Score -8127354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -8127448.500000 Penalty: 5301.974609
	Iteration 25Q: 3 clusters Score -8127448 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -8127533.000000 Penalty: 5301.974609
	Iteration 26Q: 3 clusters Score -8127533 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8127611.500000 Penalty: 5301.974609
	Iteration 27Q: 3 clusters Score -8127612 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -8127696.500000 Penalty: 5301.974609
	Iteration 28Q: 3 clusters Score -8127696 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -8127761.500000 Penalty: 5301.974609
	Iteration 29Q: 3 clusters Score -8127762 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -8127812.000000 Penalty: 5301.974609
	Iteration 30Q: 3 clusters Score -8127812 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8127868.500000 Penalty: 5301.974609
	Iteration 31Q: 3 clusters Score -8127868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8127918.000000 Penalty: 5301.974609
	Iteration 32Q: 3 clusters Score -8127918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8127987.500000 Penalty: 5301.974609
	Iteration 33Q: 3 clusters Score -8127988 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -8128026.500000 Penalty: 5301.974609
	Iteration 34Q: 3 clusters Score -8128026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -8128059.500000 Penalty: 5301.974609
	Iteration 35Q: 3 clusters Score -8128060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8128094.000000 Penalty: 5301.974609
	Iteration 36Q: 3 clusters Score -8128094 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8128122.000000 Penalty: 5301.974609
	Iteration 37Q: 3 clusters Score -8128122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -8128156.000000 Penalty: 5301.974609
	Iteration 38Q: 3 clusters Score -8128156 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8128177.500000 Penalty: 5301.974609
	Iteration 39Q: 3 clusters Score -8128178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8128180.500000 Penalty: 5301.974609
	Iteration 40F: 3 clusters Score -8128180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8128219.500000 Penalty: 5301.974609
	Iteration 41Q: 3 clusters Score -8128220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8128236.000000 Penalty: 5301.974609
	Iteration 42Q: 3 clusters Score -8128236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -8128246.000000 Penalty: 5301.974609
	Iteration 43Q: 3 clusters Score -8128246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8128272.000000 Penalty: 5301.974609
	Iteration 44Q: 3 clusters Score -8128272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8128270.000000 Penalty: 5301.974609
	Iteration 45Q: 3 clusters Score -8128270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8128292.000000 Penalty: 5301.974609
	Iteration 46Q: 3 clusters Score -8128292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8128293.500000 Penalty: 5301.974609
	Iteration 47Q: 3 clusters Score -8128294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -8128294.000000 Penalty: 5301.974609
	Iteration 48Q: 3 clusters Score -8128294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -8128295.000000 Penalty: 5301.974609
	Iteration 49Q: 3 clusters Score -8128295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8128292.500000 Penalty: 5301.974609
	Iteration 50Q: 3 clusters Score -8128292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8128289.000000 Penalty: 5301.974609
	Iteration 51Q: 3 clusters Score -8128289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8128305.000000 Penalty: 5301.974609
	Iteration 52Q: 3 clusters Score -8128305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -8128310.500000 Penalty: 5301.974609
	Iteration 53Q: 3 clusters Score -8128310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8128302.000000 Penalty: 5301.974609
	Iteration 54Q: 3 clusters Score -8128302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8128314.000000 Penalty: 5301.974609
	Iteration 55Q: 3 clusters Score -8128314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8128312.000000 Penalty: 5301.974609
	Iteration 56Q: 3 clusters Score -8128312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8128312.500000 Penalty: 5301.974609
	Iteration 57Q: 3 clusters Score -8128312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8128303.500000 Penalty: 5301.974609
	Iteration 58Q: 3 clusters Score -8128304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8128303.500000 Penalty: 5301.974609
	Iteration 59F: 3 clusters Score -8128304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92215.687500 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92215.69 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -92473.476562 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92473.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92649.531250 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92649.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92792.140625 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92792.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92887.921875 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92887.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -92959.609375 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92959.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93001.179688 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -93001.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93018.000000 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -93018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93025.320312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -93025.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93026.859375 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93026.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93026.859375 Penalty: 3199.433350
	Iteration 10F: 3 clusters Score -93026.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183137.578125 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183137.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -181191.125000 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181191.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -181479.546875 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181479.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181570.265625 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181570.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -181665.437500 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -181665.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181722.156250 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -181722.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -181781.250000 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -181781.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -181826.843750 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -181826.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -181901.953125 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -181902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -181973.734375 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -181973.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -182015.609375 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -182053.937500 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182053.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -182081.906250 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182081.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182109.875000 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -182109.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -182139.796875 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -182139.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182173.250000 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -182173.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -182213.796875 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -182213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182280.968750 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -182281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182358.375000 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -182358.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -182474.781250 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -182474.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182575.796875 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -182575.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -182673.703125 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -182673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -182722.562500 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -182722.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -182765.859375 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -182765.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -182807.031250 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -182807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -182837.906250 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -182837.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -182867.171875 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -182867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -182937.765625 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -182937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -183007.671875 Penalty: 3450.446533
	Iteration 27Q: 3 clusters Score -183007.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -183095.968750 Penalty: 3450.446533
	Iteration 28Q: 3 clusters Score -183096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -183275.046875 Penalty: 3450.446533
	Iteration 29Q: 3 clusters Score -183275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -183393.406250 Penalty: 3450.446533
	Iteration 30Q: 3 clusters Score -183393.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -183448.984375 Penalty: 3450.446533
	Iteration 31Q: 3 clusters Score -183449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -183514.281250 Penalty: 3450.446533
	Iteration 32Q: 3 clusters Score -183514.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -183572.250000 Penalty: 3450.446533
	Iteration 33Q: 3 clusters Score -183572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -183607.515625 Penalty: 3450.446533
	Iteration 34Q: 3 clusters Score -183607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -183622.171875 Penalty: 3450.446533
	Iteration 35Q: 3 clusters Score -183622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -183633.656250 Penalty: 3450.446533
	Iteration 36Q: 3 clusters Score -183633.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -183646.531250 Penalty: 3450.446533
	Iteration 37F: 3 clusters Score -183646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -183674.640625 Penalty: 3450.446533
	Iteration 38Q: 3 clusters Score -183674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -183674.640625 Penalty: 3450.446533
	Iteration 39F: 3 clusters Score -183674.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 46649 members 
Mstep: Class 3 contains 44345 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 43891 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 45293 members 
Mstep: Class 10 contains 18737 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 13 contains 42941 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 45737 members 
Mstep: Class 17 contains 47503 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33367 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 32377 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 42845 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 40419 members 
Mstep: Class 28 contains 41586 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45376 members 
Mstep: Class 31 contains 501 members 
Entering Unmasked Estep 
Score: -137128048.000000 Penalty: 103966.859375
Splitting cluster 7 changes total score from -137128832.000000 to -137128048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -1129580.750000 Penalty: 2159.988281
	Iteration 0F: 2 clusters Score -1129581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1124344.375000 Penalty: 4319.976562
	Iteration 0F: 3 clusters Score -1124344 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1125630.500000 Penalty: 4319.976562
	Iteration 1F: 3 clusters Score -1125630 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1125843.250000 Penalty: 4319.976562
	Iteration 2F: 3 clusters Score -1125843 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1125978.750000 Penalty: 4319.976562
	Iteration 3Q: 3 clusters Score -1125979 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1126061.875000 Penalty: 4319.976562
	Iteration 4Q: 3 clusters Score -1126062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1126121.625000 Penalty: 4319.976562
	Iteration 5Q: 3 clusters Score -1126122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1126161.500000 Penalty: 4319.976562
	Iteration 6Q: 3 clusters Score -1126162 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1126192.000000 Penalty: 4319.976562
	Iteration 7Q: 3 clusters Score -1126192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1126222.750000 Penalty: 4319.976562
	Iteration 8Q: 3 clusters Score -1126223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1126246.250000 Penalty: 4319.976562
	Iteration 9Q: 3 clusters Score -1126246 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1126278.875000 Penalty: 4319.976562
	Iteration 10Q: 3 clusters Score -1126279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1126307.000000 Penalty: 4319.976562
	Iteration 11Q: 3 clusters Score -1126307 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1126340.750000 Penalty: 4319.976562
	Iteration 12Q: 3 clusters Score -1126341 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1126374.750000 Penalty: 4319.976562
	Iteration 13Q: 3 clusters Score -1126375 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1126422.000000 Penalty: 4319.976562
	Iteration 14Q: 3 clusters Score -1126422 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1126471.625000 Penalty: 4319.976562
	Iteration 15Q: 3 clusters Score -1126472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1126528.000000 Penalty: 4319.976562
	Iteration 16Q: 3 clusters Score -1126528 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1126604.500000 Penalty: 4319.976562
	Iteration 17Q: 3 clusters Score -1126604 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1126690.250000 Penalty: 4319.976562
	Iteration 18Q: 3 clusters Score -1126690 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1126785.000000 Penalty: 4319.976562
	Iteration 19Q: 3 clusters Score -1126785 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1126875.375000 Penalty: 4319.976562
	Iteration 20F: 3 clusters Score -1126875 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1126981.875000 Penalty: 4319.976562
	Iteration 21Q: 3 clusters Score -1126982 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1127066.875000 Penalty: 4319.976562
	Iteration 22Q: 3 clusters Score -1127067 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1127155.500000 Penalty: 4319.976562
	Iteration 23Q: 3 clusters Score -1127156 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1127249.750000 Penalty: 4319.976562
	Iteration 24Q: 3 clusters Score -1127250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1127325.500000 Penalty: 4319.976562
	Iteration 25Q: 3 clusters Score -1127326 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1127383.750000 Penalty: 4319.976562
	Iteration 26Q: 3 clusters Score -1127384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1127439.750000 Penalty: 4319.976562
	Iteration 27Q: 3 clusters Score -1127440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1127484.500000 Penalty: 4319.976562
	Iteration 28Q: 3 clusters Score -1127484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1127525.875000 Penalty: 4319.976562
	Iteration 29Q: 3 clusters Score -1127526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1127550.875000 Penalty: 4319.976562
	Iteration 30Q: 3 clusters Score -1127551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1127578.250000 Penalty: 4319.976562
	Iteration 31Q: 3 clusters Score -1127578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1127603.625000 Penalty: 4319.976562
	Iteration 32Q: 3 clusters Score -1127604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1127633.875000 Penalty: 4319.976562
	Iteration 33Q: 3 clusters Score -1127634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1127667.250000 Penalty: 4319.976562
	Iteration 34Q: 3 clusters Score -1127667 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1127689.000000 Penalty: 4319.976562
	Iteration 35Q: 3 clusters Score -1127689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1127703.875000 Penalty: 4319.976562
	Iteration 36Q: 3 clusters Score -1127704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1127710.875000 Penalty: 4319.976562
	Iteration 37Q: 3 clusters Score -1127711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1127716.375000 Penalty: 4319.976562
	Iteration 38Q: 3 clusters Score -1127716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1127719.250000 Penalty: 4319.976562
	Iteration 39Q: 3 clusters Score -1127719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1127723.875000 Penalty: 4319.976562
	Iteration 40F: 3 clusters Score -1127724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1127727.375000 Penalty: 4319.976562
	Iteration 41Q: 3 clusters Score -1127727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1127729.250000 Penalty: 4319.976562
	Iteration 42Q: 3 clusters Score -1127729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1127729.375000 Penalty: 4319.976562
	Iteration 43Q: 3 clusters Score -1127729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1127729.875000 Penalty: 4319.976562
	Iteration 44Q: 3 clusters Score -1127730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1127730.875000 Penalty: 4319.976562
	Iteration 45Q: 3 clusters Score -1127731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1127730.875000 Penalty: 4319.976562
	Iteration 46F: 3 clusters Score -1127731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Entering Unmasked Estep 
Score: -8538934.000000 Penalty: 2658.785156
	Iteration 0F: 2 clusters Score -8538934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8509346.000000 Penalty: 5317.570312
	Iteration 0F: 3 clusters Score -8509346 nChanged 20715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8520736.000000 Penalty: 5317.570312
	Iteration 1F: 3 clusters Score -8520736 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8521256.000000 Penalty: 5317.570312
	Iteration 2Q: 3 clusters Score -8521256 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8521627.000000 Penalty: 5317.570312
	Iteration 3Q: 3 clusters Score -8521627 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8522029.000000 Penalty: 5317.570312
	Iteration 4Q: 3 clusters Score -8522029 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8522423.000000 Penalty: 5317.570312
	Iteration 5Q: 3 clusters Score -8522423 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -8522754.000000 Penalty: 5317.570312
	Iteration 6Q: 3 clusters Score -8522754 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -8523217.000000 Penalty: 5317.570312
	Iteration 7Q: 3 clusters Score -8523217 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -8523859.000000 Penalty: 5317.570312
	Iteration 8Q: 3 clusters Score -8523859 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -8524821.000000 Penalty: 5317.570312
	Iteration 9Q: 3 clusters Score -8524821 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -8526414.000000 Penalty: 5317.570312
	Iteration 10Q: 3 clusters Score -8526414 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -8528427.000000 Penalty: 5317.570312
	Iteration 11F: 3 clusters Score -8528427 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -8530056.000000 Penalty: 5317.570312
	Iteration 12F: 3 clusters Score -8530056 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -8531007.000000 Penalty: 5317.570312
	Iteration 13Q: 3 clusters Score -8531007 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -8531542.000000 Penalty: 5317.570312
	Iteration 14Q: 3 clusters Score -8531542 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -8532007.000000 Penalty: 5317.570312
	Iteration 15Q: 3 clusters Score -8532007 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8532450.000000 Penalty: 5317.570312
	Iteration 16Q: 3 clusters Score -8532450 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -8532860.000000 Penalty: 5317.570312
	Iteration 17Q: 3 clusters Score -8532860 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -8533270.000000 Penalty: 5317.570312
	Iteration 18Q: 3 clusters Score -8533270 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -8533605.000000 Penalty: 5317.570312
	Iteration 19Q: 3 clusters Score -8533605 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -8533914.000000 Penalty: 5317.570312
	Iteration 20F: 3 clusters Score -8533914 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -8534143.000000 Penalty: 5317.570312
	Iteration 21Q: 3 clusters Score -8534143 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8534333.000000 Penalty: 5317.570312
	Iteration 22Q: 3 clusters Score -8534333 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -8534486.000000 Penalty: 5317.570312
	Iteration 23Q: 3 clusters Score -8534486 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -8534590.000000 Penalty: 5317.570312
	Iteration 24Q: 3 clusters Score -8534590 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -8534672.000000 Penalty: 5317.570312
	Iteration 25Q: 3 clusters Score -8534672 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -8534737.000000 Penalty: 5317.570312
	Iteration 26Q: 3 clusters Score -8534737 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -8534797.000000 Penalty: 5317.570312
	Iteration 27Q: 3 clusters Score -8534797 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -8534850.000000 Penalty: 5317.570312
	Iteration 28Q: 3 clusters Score -8534850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -8534886.000000 Penalty: 5317.570312
	Iteration 29Q: 3 clusters Score -8534886 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8534915.000000 Penalty: 5317.570312
	Iteration 30Q: 3 clusters Score -8534915 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8534914.000000 Penalty: 5317.570312
	Iteration 31Q: 3 clusters Score -8534914 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -8534912.000000 Penalty: 5317.570312
	Iteration 32Q: 3 clusters Score -8534912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -8534948.000000 Penalty: 5317.570312
	Iteration 33Q: 3 clusters Score -8534948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -8534936.000000 Penalty: 5317.570312
	Iteration 34Q: 3 clusters Score -8534936 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -8534958.000000 Penalty: 5317.570312
	Iteration 35Q: 3 clusters Score -8534958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -8534958.000000 Penalty: 5317.570312
	Iteration 36Q: 3 clusters Score -8534958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -8534967.000000 Penalty: 5317.570312
	Iteration 37Q: 3 clusters Score -8534967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -8534971.000000 Penalty: 5317.570312
	Iteration 38Q: 3 clusters Score -8534971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -8534960.000000 Penalty: 5317.570312
	Iteration 39Q: 3 clusters Score -8534960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -8534966.000000 Penalty: 5317.570312
	Iteration 40F: 3 clusters Score -8534966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -8534969.000000 Penalty: 5317.570312
	Iteration 41Q: 3 clusters Score -8534969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -8534979.000000 Penalty: 5317.570312
	Iteration 42Q: 3 clusters Score -8534979 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8534972.000000 Penalty: 5317.570312
	Iteration 43Q: 3 clusters Score -8534972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -8534984.000000 Penalty: 5317.570312
	Iteration 44Q: 3 clusters Score -8534984 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -8534964.000000 Penalty: 5317.570312
	Iteration 45Q: 3 clusters Score -8534964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -8534955.000000 Penalty: 5317.570312
	Iteration 46Q: 3 clusters Score -8534955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -8534955.000000 Penalty: 5317.570312
	Iteration 47Q: 3 clusters Score -8534955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -8534966.000000 Penalty: 5317.570312
	Iteration 48Q: 3 clusters Score -8534966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -8534983.000000 Penalty: 5317.570312
	Iteration 49Q: 3 clusters Score -8534983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -8534980.000000 Penalty: 5317.570312
	Iteration 50Q: 3 clusters Score -8534980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8534974.000000 Penalty: 5317.570312
	Iteration 51Q: 3 clusters Score -8534974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -8534963.000000 Penalty: 5317.570312
	Iteration 52Q: 3 clusters Score -8534963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -8534982.000000 Penalty: 5317.570312
	Iteration 53Q: 3 clusters Score -8534982 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8535004.000000 Penalty: 5317.570312
	Iteration 54Q: 3 clusters Score -8535004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -8535008.000000 Penalty: 5317.570312
	Iteration 55Q: 3 clusters Score -8535008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -8534994.000000 Penalty: 5317.570312
	Iteration 56Q: 3 clusters Score -8534994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -8534996.000000 Penalty: 5317.570312
	Iteration 57Q: 3 clusters Score -8534996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -8535001.000000 Penalty: 5317.570312
	Iteration 58Q: 3 clusters Score -8535001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -8535008.000000 Penalty: 5317.570312
	Iteration 59Q: 3 clusters Score -8535008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -8535017.000000 Penalty: 5317.570312
	Iteration 60F: 3 clusters Score -8535017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8535016.000000 Penalty: 5317.570312
	Iteration 61Q: 3 clusters Score -8535016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -8535025.000000 Penalty: 5317.570312
	Iteration 62Q: 3 clusters Score -8535025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8535026.000000 Penalty: 5317.570312
	Iteration 63Q: 3 clusters Score -8535026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8535019.000000 Penalty: 5317.570312
	Iteration 64Q: 3 clusters Score -8535019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8535019.000000 Penalty: 5317.570312
	Iteration 65Q: 3 clusters Score -8535019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8535022.000000 Penalty: 5317.570312
	Iteration 66Q: 3 clusters Score -8535022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8535022.000000 Penalty: 5317.570312
	Iteration 67F: 3 clusters Score -8535022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Entering Unmasked Estep 
Score: -3566608.250000 Penalty: 2439.887451
	Iteration 0F: 2 clusters Score -3566608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3553411.250000 Penalty: 4879.774902
	Iteration 0F: 3 clusters Score -3553411 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -3557708.750000 Penalty: 4879.774902
	Iteration 1F: 3 clusters Score -3557709 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -3558059.250000 Penalty: 4879.774902
	Iteration 2F: 3 clusters Score -3558059 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3558399.500000 Penalty: 4879.774902
	Iteration 3Q: 3 clusters Score -3558400 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3558763.750000 Penalty: 4879.774902
	Iteration 4Q: 3 clusters Score -3558764 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3559208.750000 Penalty: 4879.774902
	Iteration 5Q: 3 clusters Score -3559209 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3559793.750000 Penalty: 4879.774902
	Iteration 6F: 3 clusters Score -3559794 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3560572.250000 Penalty: 4879.774902
	Iteration 7F: 3 clusters Score -3560572 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -3561553.750000 Penalty: 4879.774902
	Iteration 8F: 3 clusters Score -3561554 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -3562529.500000 Penalty: 4879.774902
	Iteration 9F: 3 clusters Score -3562530 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -3563321.750000 Penalty: 4879.774902
	Iteration 10Q: 3 clusters Score -3563322 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3563888.000000 Penalty: 4879.774902
	Iteration 11Q: 3 clusters Score -3563888 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3564169.500000 Penalty: 4879.774902
	Iteration 12Q: 3 clusters Score -3564170 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3564289.250000 Penalty: 4879.774902
	Iteration 13Q: 3 clusters Score -3564289 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3564374.000000 Penalty: 4879.774902
	Iteration 14Q: 3 clusters Score -3564374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3564410.750000 Penalty: 4879.774902
	Iteration 15Q: 3 clusters Score -3564411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3564439.000000 Penalty: 4879.774902
	Iteration 16Q: 3 clusters Score -3564439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3564465.000000 Penalty: 4879.774902
	Iteration 17Q: 3 clusters Score -3564465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3564478.750000 Penalty: 4879.774902
	Iteration 18Q: 3 clusters Score -3564479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3564481.750000 Penalty: 4879.774902
	Iteration 19Q: 3 clusters Score -3564482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3564485.750000 Penalty: 4879.774902
	Iteration 20F: 3 clusters Score -3564486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3564494.000000 Penalty: 4879.774902
	Iteration 21Q: 3 clusters Score -3564494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3564494.000000 Penalty: 4879.774902
	Iteration 22F: 3 clusters Score -3564494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Entering Unmasked Estep 
Score: -423481.468750 Penalty: 1933.218262
	Iteration 0F: 2 clusters Score -423481.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -420578.093750 Penalty: 3866.436523
	Iteration 0F: 3 clusters Score -420578.1 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -421279.781250 Penalty: 3866.436523
	Iteration 1F: 3 clusters Score -421279.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -421653.031250 Penalty: 3866.436523
	Iteration 2F: 3 clusters Score -421653 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -421904.312500 Penalty: 3866.436523
	Iteration 3F: 3 clusters Score -421904.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -422095.125000 Penalty: 3866.436523
	Iteration 4F: 3 clusters Score -422095.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -422258.062500 Penalty: 3866.436523
	Iteration 5F: 3 clusters Score -422258.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -422386.312500 Penalty: 3866.436523
	Iteration 6Q: 3 clusters Score -422386.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -422477.312500 Penalty: 3866.436523
	Iteration 7Q: 3 clusters Score -422477.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -422575.500000 Penalty: 3866.436523
	Iteration 8Q: 3 clusters Score -422575.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -422652.125000 Penalty: 3866.436523
	Iteration 9Q: 3 clusters Score -422652.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -422709.375000 Penalty: 3866.436523
	Iteration 10Q: 3 clusters Score -422709.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -422747.218750 Penalty: 3866.436523
	Iteration 11Q: 3 clusters Score -422747.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -422776.656250 Penalty: 3866.436523
	Iteration 12Q: 3 clusters Score -422776.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -422796.187500 Penalty: 3866.436523
	Iteration 13Q: 3 clusters Score -422796.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -422815.906250 Penalty: 3866.436523
	Iteration 14Q: 3 clusters Score -422815.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -422828.000000 Penalty: 3866.436523
	Iteration 15Q: 3 clusters Score -422828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -422834.656250 Penalty: 3866.436523
	Iteration 16Q: 3 clusters Score -422834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -422840.218750 Penalty: 3866.436523
	Iteration 17Q: 3 clusters Score -422840.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -422842.093750 Penalty: 3866.436523
	Iteration 18Q: 3 clusters Score -422842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -422845.343750 Penalty: 3866.436523
	Iteration 19Q: 3 clusters Score -422845.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -422846.500000 Penalty: 3866.436523
	Iteration 20F: 3 clusters Score -422846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -422848.437500 Penalty: 3866.436523
	Iteration 21Q: 3 clusters Score -422848.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -422849.750000 Penalty: 3866.436523
	Iteration 22Q: 3 clusters Score -422849.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -422851.437500 Penalty: 3866.436523
	Iteration 23Q: 3 clusters Score -422851.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -422851.468750 Penalty: 3866.436523
	Iteration 24Q: 3 clusters Score -422851.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -422851.468750 Penalty: 3866.436523
	Iteration 25F: 3 clusters Score -422851.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Entering Unmasked Estep 
Score: -5393081.000000 Penalty: 2553.893799
	Iteration 0F: 2 clusters Score -5393081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -5372684.000000 Penalty: 5107.787598
	Iteration 0F: 3 clusters Score -5372684 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5380083.000000 Penalty: 5107.787598
	Iteration 1F: 3 clusters Score -5380083 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -5380550.500000 Penalty: 5107.787598
	Iteration 2Q: 3 clusters Score -5380550 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -5380994.500000 Penalty: 5107.787598
	Iteration 3Q: 3 clusters Score -5380994 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5381392.500000 Penalty: 5107.787598
	Iteration 4Q: 3 clusters Score -5381392 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -5381884.500000 Penalty: 5107.787598
	Iteration 5Q: 3 clusters Score -5381884 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5382473.000000 Penalty: 5107.787598
	Iteration 6Q: 3 clusters Score -5382473 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -5383382.500000 Penalty: 5107.787598
	Iteration 7F: 3 clusters Score -5383382 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -5384686.500000 Penalty: 5107.787598
	Iteration 8F: 3 clusters Score -5384686 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5386383.000000 Penalty: 5107.787598
	Iteration 9F: 3 clusters Score -5386383 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -5388118.500000 Penalty: 5107.787598
	Iteration 10F: 3 clusters Score -5388118 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -5389429.500000 Penalty: 5107.787598
	Iteration 11Q: 3 clusters Score -5389430 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -5390141.500000 Penalty: 5107.787598
	Iteration 12Q: 3 clusters Score -5390142 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -5390501.500000 Penalty: 5107.787598
	Iteration 13Q: 3 clusters Score -5390502 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -5390651.000000 Penalty: 5107.787598
	Iteration 14Q: 3 clusters Score -5390651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5390720.000000 Penalty: 5107.787598
	Iteration 15Q: 3 clusters Score -5390720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5390742.500000 Penalty: 5107.787598
	Iteration 16Q: 3 clusters Score -5390742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -5390763.000000 Penalty: 5107.787598
	Iteration 17Q: 3 clusters Score -5390763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5390775.000000 Penalty: 5107.787598
	Iteration 18Q: 3 clusters Score -5390775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5390782.000000 Penalty: 5107.787598
	Iteration 19Q: 3 clusters Score -5390782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -5390782.000000 Penalty: 5107.787598
	Iteration 20F: 3 clusters Score -5390782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Entering Unmasked Estep 
Score: -7955074.500000 Penalty: 2645.560547
	Iteration 0F: 2 clusters Score -7955074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -7926077.000000 Penalty: 5291.121094
	Iteration 0F: 3 clusters Score -7926077 nChanged 19724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -7937061.000000 Penalty: 5291.121094
	Iteration 1F: 3 clusters Score -7937061 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -7937573.500000 Penalty: 5291.121094
	Iteration 2Q: 3 clusters Score -7937574 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -7938136.000000 Penalty: 5291.121094
	Iteration 3Q: 3 clusters Score -7938136 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -7938752.000000 Penalty: 5291.121094
	Iteration 4Q: 3 clusters Score -7938752 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -7939600.500000 Penalty: 5291.121094
	Iteration 5Q: 3 clusters Score -7939600 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -7940822.000000 Penalty: 5291.121094
	Iteration 6Q: 3 clusters Score -7940822 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -7942392.000000 Penalty: 5291.121094
	Iteration 7F: 3 clusters Score -7942392 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -7944248.500000 Penalty: 5291.121094
	Iteration 8F: 3 clusters Score -7944248 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -7946140.000000 Penalty: 5291.121094
	Iteration 9F: 3 clusters Score -7946140 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -7947909.000000 Penalty: 5291.121094
	Iteration 10F: 3 clusters Score -7947909 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -7949343.500000 Penalty: 5291.121094
	Iteration 11Q: 3 clusters Score -7949344 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -7950527.500000 Penalty: 5291.121094
	Iteration 12Q: 3 clusters Score -7950528 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -7951365.000000 Penalty: 5291.121094
	Iteration 13Q: 3 clusters Score -7951365 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -7951921.000000 Penalty: 5291.121094
	Iteration 14Q: 3 clusters Score -7951921 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7952228.000000 Penalty: 5291.121094
	Iteration 15Q: 3 clusters Score -7952228 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -7952408.500000 Penalty: 5291.121094
	Iteration 16Q: 3 clusters Score -7952408 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -7952553.000000 Penalty: 5291.121094
	Iteration 17Q: 3 clusters Score -7952553 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -7952640.000000 Penalty: 5291.121094
	Iteration 18Q: 3 clusters Score -7952640 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7952694.500000 Penalty: 5291.121094
	Iteration 19Q: 3 clusters Score -7952694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -7952728.000000 Penalty: 5291.121094
	Iteration 20F: 3 clusters Score -7952728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -7952748.500000 Penalty: 5291.121094
	Iteration 21Q: 3 clusters Score -7952748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7952775.000000 Penalty: 5291.121094
	Iteration 22Q: 3 clusters Score -7952775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -7952788.000000 Penalty: 5291.121094
	Iteration 23Q: 3 clusters Score -7952788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -7952798.000000 Penalty: 5291.121094
	Iteration 24Q: 3 clusters Score -7952798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -7952812.500000 Penalty: 5291.121094
	Iteration 25Q: 3 clusters Score -7952812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -7952811.500000 Penalty: 5291.121094
	Iteration 26Q: 3 clusters Score -7952812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -7952830.000000 Penalty: 5291.121094
	Iteration 27Q: 3 clusters Score -7952830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -7952838.000000 Penalty: 5291.121094
	Iteration 28Q: 3 clusters Score -7952838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -7952837.000000 Penalty: 5291.121094
	Iteration 29Q: 3 clusters Score -7952837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -7952841.000000 Penalty: 5291.121094
	Iteration 30Q: 3 clusters Score -7952841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -7952856.500000 Penalty: 5291.121094
	Iteration 31Q: 3 clusters Score -7952856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -7952864.500000 Penalty: 5291.121094
	Iteration 32Q: 3 clusters Score -7952864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -7952873.000000 Penalty: 5291.121094
	Iteration 33Q: 3 clusters Score -7952873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -7952880.000000 Penalty: 5291.121094
	Iteration 34Q: 3 clusters Score -7952880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -7952878.500000 Penalty: 5291.121094
	Iteration 35Q: 3 clusters Score -7952878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7952880.000000 Penalty: 5291.121094
	Iteration 36Q: 3 clusters Score -7952880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7952884.500000 Penalty: 5291.121094
	Iteration 37Q: 3 clusters Score -7952884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7952883.000000 Penalty: 5291.121094
	Iteration 38Q: 3 clusters Score -7952883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -7952887.500000 Penalty: 5291.121094
	Iteration 39Q: 3 clusters Score -7952888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -7952891.500000 Penalty: 5291.121094
	Iteration 40F: 3 clusters Score -7952892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7952893.000000 Penalty: 5291.121094
	Iteration 41Q: 3 clusters Score -7952893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7952893.000000 Penalty: 5291.121094
	Iteration 42F: 3 clusters Score -7952893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -880915.687500 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -880915.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -876562.750000 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -876562.8 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -877615.375000 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -877615.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -877843.625000 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -877843.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -878018.687500 Penalty: 4202.001465
	Iteration 3F: 3 clusters Score -878018.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -878183.625000 Penalty: 4202.001465
	Iteration 4Q: 3 clusters Score -878183.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -878349.687500 Penalty: 4202.001465
	Iteration 5Q: 3 clusters Score -878349.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -878507.562500 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -878507.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -878664.187500 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -878664.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -878826.312500 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -878826.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -878990.437500 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -878990.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -879160.375000 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -879160.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -879298.875000 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -879298.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -879394.562500 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -879394.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -879482.812500 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -879482.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -879569.125000 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -879569.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -879636.812500 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -879636.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -879683.312500 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -879683.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -879708.500000 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -879708.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -879726.625000 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -879726.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -879738.437500 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -879738.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -879749.062500 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -879749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -879754.875000 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -879754.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -879760.875000 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -879760.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -879765.812500 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -879765.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -879769.875000 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -879769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -879772.312500 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -879772.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -879772.562500 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -879772.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -879774.625000 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -879774.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -879773.937500 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -879773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -879773.687500 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -879773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -879775.875000 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -879775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -879775.062500 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -879775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -879774.937500 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -879774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -879775.875000 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -879775.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -879777.500000 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -879777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -879777.500000 Penalty: 4202.001465
	Iteration 35F: 3 clusters Score -879777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Entering Unmasked Estep 
Score: -1031937.562500 Penalty: 2138.413330
	Iteration 0F: 2 clusters Score -1031938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1027058.687500 Penalty: 4276.826660
	Iteration 0F: 3 clusters Score -1027059 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1028214.812500 Penalty: 4276.826660
	Iteration 1F: 3 clusters Score -1028215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1028400.625000 Penalty: 4276.826660
	Iteration 2F: 3 clusters Score -1028401 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1028530.437500 Penalty: 4276.826660
	Iteration 3Q: 3 clusters Score -1028530 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1028605.750000 Penalty: 4276.826660
	Iteration 4Q: 3 clusters Score -1028606 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1028673.250000 Penalty: 4276.826660
	Iteration 5Q: 3 clusters Score -1028673 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1028729.187500 Penalty: 4276.826660
	Iteration 6Q: 3 clusters Score -1028729 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1028778.000000 Penalty: 4276.826660
	Iteration 7Q: 3 clusters Score -1028778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1028826.250000 Penalty: 4276.826660
	Iteration 8Q: 3 clusters Score -1028826 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1028867.250000 Penalty: 4276.826660
	Iteration 9Q: 3 clusters Score -1028867 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1028901.187500 Penalty: 4276.826660
	Iteration 10Q: 3 clusters Score -1028901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1028936.750000 Penalty: 4276.826660
	Iteration 11Q: 3 clusters Score -1028937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1028961.375000 Penalty: 4276.826660
	Iteration 12Q: 3 clusters Score -1028961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1028986.375000 Penalty: 4276.826660
	Iteration 13Q: 3 clusters Score -1028986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1029010.062500 Penalty: 4276.826660
	Iteration 14Q: 3 clusters Score -1029010 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1029036.062500 Penalty: 4276.826660
	Iteration 15Q: 3 clusters Score -1029036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1029060.875000 Penalty: 4276.826660
	Iteration 16Q: 3 clusters Score -1029061 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1029081.875000 Penalty: 4276.826660
	Iteration 17Q: 3 clusters Score -1029082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1029103.187500 Penalty: 4276.826660
	Iteration 18Q: 3 clusters Score -1029103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1029122.437500 Penalty: 4276.826660
	Iteration 19Q: 3 clusters Score -1029122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1029137.125000 Penalty: 4276.826660
	Iteration 20F: 3 clusters Score -1029137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1029147.875000 Penalty: 4276.826660
	Iteration 21Q: 3 clusters Score -1029148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1029163.062500 Penalty: 4276.826660
	Iteration 22Q: 3 clusters Score -1029163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1029177.375000 Penalty: 4276.826660
	Iteration 23Q: 3 clusters Score -1029177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1029199.187500 Penalty: 4276.826660
	Iteration 24Q: 3 clusters Score -1029199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1029221.312500 Penalty: 4276.826660
	Iteration 25Q: 3 clusters Score -1029221 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1029252.687500 Penalty: 4276.826660
	Iteration 26Q: 3 clusters Score -1029253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1029277.437500 Penalty: 4276.826660
	Iteration 27Q: 3 clusters Score -1029277 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1029300.250000 Penalty: 4276.826660
	Iteration 28Q: 3 clusters Score -1029300 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1029321.500000 Penalty: 4276.826660
	Iteration 29Q: 3 clusters Score -1029322 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1029349.187500 Penalty: 4276.826660
	Iteration 30Q: 3 clusters Score -1029349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1029383.062500 Penalty: 4276.826660
	Iteration 31Q: 3 clusters Score -1029383 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1029427.562500 Penalty: 4276.826660
	Iteration 32Q: 3 clusters Score -1029428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1029474.000000 Penalty: 4276.826660
	Iteration 33Q: 3 clusters Score -1029474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1029525.812500 Penalty: 4276.826660
	Iteration 34Q: 3 clusters Score -1029526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1029575.187500 Penalty: 4276.826660
	Iteration 35Q: 3 clusters Score -1029575 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1029633.375000 Penalty: 4276.826660
	Iteration 36Q: 3 clusters Score -1029633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1029672.125000 Penalty: 4276.826660
	Iteration 37Q: 3 clusters Score -1029672 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1029714.062500 Penalty: 4276.826660
	Iteration 38Q: 3 clusters Score -1029714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1029754.562500 Penalty: 4276.826660
	Iteration 39Q: 3 clusters Score -1029755 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1029792.937500 Penalty: 4276.826660
	Iteration 40F: 3 clusters Score -1029793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1029821.687500 Penalty: 4276.826660
	Iteration 41Q: 3 clusters Score -1029822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1029850.312500 Penalty: 4276.826660
	Iteration 42Q: 3 clusters Score -1029850 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1029884.812500 Penalty: 4276.826660
	Iteration 43Q: 3 clusters Score -1029885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1029921.125000 Penalty: 4276.826660
	Iteration 44Q: 3 clusters Score -1029921 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1029945.187500 Penalty: 4276.826660
	Iteration 45Q: 3 clusters Score -1029945 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1029962.687500 Penalty: 4276.826660
	Iteration 46Q: 3 clusters Score -1029963 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1029979.750000 Penalty: 4276.826660
	Iteration 47Q: 3 clusters Score -1029980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1029989.500000 Penalty: 4276.826660
	Iteration 48Q: 3 clusters Score -1029990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1029995.812500 Penalty: 4276.826660
	Iteration 49Q: 3 clusters Score -1029996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1029997.937500 Penalty: 4276.826660
	Iteration 50Q: 3 clusters Score -1029998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1030002.750000 Penalty: 4276.826660
	Iteration 51Q: 3 clusters Score -1030003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1030004.062500 Penalty: 4276.826660
	Iteration 52Q: 3 clusters Score -1030004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1030007.937500 Penalty: 4276.826660
	Iteration 53Q: 3 clusters Score -1030008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1030009.625000 Penalty: 4276.826660
	Iteration 54Q: 3 clusters Score -1030010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1030011.812500 Penalty: 4276.826660
	Iteration 55Q: 3 clusters Score -1030012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1030012.125000 Penalty: 4276.826660
	Iteration 56Q: 3 clusters Score -1030012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1030012.500000 Penalty: 4276.826660
	Iteration 57Q: 3 clusters Score -1030012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1030014.687500 Penalty: 4276.826660
	Iteration 58Q: 3 clusters Score -1030015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1030014.687500 Penalty: 4276.826660
	Iteration 59F: 3 clusters Score -1030015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Entering Unmasked Estep 
Score: -8583419.000000 Penalty: 2661.204590
	Iteration 0F: 2 clusters Score -8583419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8553518.000000 Penalty: 5322.409180
	Iteration 0F: 3 clusters Score -8553518 nChanged 21004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -8565288.000000 Penalty: 5322.409180
	Iteration 1F: 3 clusters Score -8565288 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8566173.000000 Penalty: 5322.409180
	Iteration 2Q: 3 clusters Score -8566173 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8567406.000000 Penalty: 5322.409180
	Iteration 3F: 3 clusters Score -8567406 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -8569261.000000 Penalty: 5322.409180
	Iteration 4F: 3 clusters Score -8569261 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -8571746.000000 Penalty: 5322.409180
	Iteration 5F: 3 clusters Score -8571746 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -8574415.000000 Penalty: 5322.409180
	Iteration 6F: 3 clusters Score -8574415 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -8576804.000000 Penalty: 5322.409180
	Iteration 7F: 3 clusters Score -8576804 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -8578515.000000 Penalty: 5322.409180
	Iteration 8Q: 3 clusters Score -8578515 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -8579628.000000 Penalty: 5322.409180
	Iteration 9Q: 3 clusters Score -8579628 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -8580197.000000 Penalty: 5322.409180
	Iteration 10Q: 3 clusters Score -8580197 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -8580522.000000 Penalty: 5322.409180
	Iteration 11Q: 3 clusters Score -8580522 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8580696.000000 Penalty: 5322.409180
	Iteration 12Q: 3 clusters Score -8580696 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -8580843.000000 Penalty: 5322.409180
	Iteration 13Q: 3 clusters Score -8580843 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -8580926.000000 Penalty: 5322.409180
	Iteration 14Q: 3 clusters Score -8580926 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8580995.000000 Penalty: 5322.409180
	Iteration 15Q: 3 clusters Score -8580995 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8581060.000000 Penalty: 5322.409180
	Iteration 16Q: 3 clusters Score -8581060 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -8581089.000000 Penalty: 5322.409180
	Iteration 17Q: 3 clusters Score -8581089 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8581143.000000 Penalty: 5322.409180
	Iteration 18Q: 3 clusters Score -8581143 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8581168.000000 Penalty: 5322.409180
	Iteration 19Q: 3 clusters Score -8581168 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8581185.000000 Penalty: 5322.409180
	Iteration 20F: 3 clusters Score -8581185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -8581235.000000 Penalty: 5322.409180
	Iteration 21Q: 3 clusters Score -8581235 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8581264.000000 Penalty: 5322.409180
	Iteration 22Q: 3 clusters Score -8581264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8581277.000000 Penalty: 5322.409180
	Iteration 23Q: 3 clusters Score -8581277 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -8581287.000000 Penalty: 5322.409180
	Iteration 24Q: 3 clusters Score -8581287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -8581321.000000 Penalty: 5322.409180
	Iteration 25Q: 3 clusters Score -8581321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -8581318.000000 Penalty: 5322.409180
	Iteration 26Q: 3 clusters Score -8581318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8581344.000000 Penalty: 5322.409180
	Iteration 27Q: 3 clusters Score -8581344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8581335.000000 Penalty: 5322.409180
	Iteration 28Q: 3 clusters Score -8581335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8581343.000000 Penalty: 5322.409180
	Iteration 29Q: 3 clusters Score -8581343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8581339.000000 Penalty: 5322.409180
	Iteration 30Q: 3 clusters Score -8581339 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -8581354.000000 Penalty: 5322.409180
	Iteration 31Q: 3 clusters Score -8581354 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8581357.000000 Penalty: 5322.409180
	Iteration 32Q: 3 clusters Score -8581357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8581376.000000 Penalty: 5322.409180
	Iteration 33Q: 3 clusters Score -8581376 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8581395.000000 Penalty: 5322.409180
	Iteration 34Q: 3 clusters Score -8581395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8581388.000000 Penalty: 5322.409180
	Iteration 35Q: 3 clusters Score -8581388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8581393.000000 Penalty: 5322.409180
	Iteration 36Q: 3 clusters Score -8581393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8581402.000000 Penalty: 5322.409180
	Iteration 37Q: 3 clusters Score -8581402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -8581393.000000 Penalty: 5322.409180
	Iteration 38Q: 3 clusters Score -8581393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8581394.000000 Penalty: 5322.409180
	Iteration 39Q: 3 clusters Score -8581394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8581400.000000 Penalty: 5322.409180
	Iteration 40F: 3 clusters Score -8581400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -8581401.000000 Penalty: 5322.409180
	Iteration 41Q: 3 clusters Score -8581401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8581404.000000 Penalty: 5322.409180
	Iteration 42Q: 3 clusters Score -8581404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8581400.000000 Penalty: 5322.409180
	Iteration 43Q: 3 clusters Score -8581400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8581400.000000 Penalty: 5322.409180
	Iteration 44F: 3 clusters Score -8581400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Entering Unmasked Estep 
Score: -8904665.000000 Penalty: 2670.599854
	Iteration 0F: 2 clusters Score -8904665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -8874908.000000 Penalty: 5341.199707
	Iteration 0F: 3 clusters Score -8874908 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8886755.000000 Penalty: 5341.199707
	Iteration 1F: 3 clusters Score -8886755 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -8887248.000000 Penalty: 5341.199707
	Iteration 2Q: 3 clusters Score -8887248 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -8887753.000000 Penalty: 5341.199707
	Iteration 3Q: 3 clusters Score -8887753 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -8888217.000000 Penalty: 5341.199707
	Iteration 4Q: 3 clusters Score -8888217 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -8888728.000000 Penalty: 5341.199707
	Iteration 5Q: 3 clusters Score -8888728 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -8889396.000000 Penalty: 5341.199707
	Iteration 6Q: 3 clusters Score -8889396 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -8890349.000000 Penalty: 5341.199707
	Iteration 7Q: 3 clusters Score -8890349 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -8891694.000000 Penalty: 5341.199707
	Iteration 8Q: 3 clusters Score -8891694 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -8893433.000000 Penalty: 5341.199707
	Iteration 9F: 3 clusters Score -8893433 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -8895202.000000 Penalty: 5341.199707
	Iteration 10F: 3 clusters Score -8895202 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -8896768.000000 Penalty: 5341.199707
	Iteration 11Q: 3 clusters Score -8896768 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -8897991.000000 Penalty: 5341.199707
	Iteration 12Q: 3 clusters Score -8897991 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -8898884.000000 Penalty: 5341.199707
	Iteration 13Q: 3 clusters Score -8898884 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8899417.000000 Penalty: 5341.199707
	Iteration 14Q: 3 clusters Score -8899417 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -8899895.000000 Penalty: 5341.199707
	Iteration 15Q: 3 clusters Score -8899895 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -8900227.000000 Penalty: 5341.199707
	Iteration 16Q: 3 clusters Score -8900227 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -8900447.000000 Penalty: 5341.199707
	Iteration 17Q: 3 clusters Score -8900447 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -8900619.000000 Penalty: 5341.199707
	Iteration 18Q: 3 clusters Score -8900619 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -8900824.000000 Penalty: 5341.199707
	Iteration 19Q: 3 clusters Score -8900824 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8900984.000000 Penalty: 5341.199707
	Iteration 20F: 3 clusters Score -8900984 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8901155.000000 Penalty: 5341.199707
	Iteration 21Q: 3 clusters Score -8901155 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8901286.000000 Penalty: 5341.199707
	Iteration 22Q: 3 clusters Score -8901286 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8901435.000000 Penalty: 5341.199707
	Iteration 23Q: 3 clusters Score -8901435 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8901524.000000 Penalty: 5341.199707
	Iteration 24Q: 3 clusters Score -8901524 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8901601.000000 Penalty: 5341.199707
	Iteration 25Q: 3 clusters Score -8901601 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8901669.000000 Penalty: 5341.199707
	Iteration 26Q: 3 clusters Score -8901669 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8901723.000000 Penalty: 5341.199707
	Iteration 27Q: 3 clusters Score -8901723 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8901769.000000 Penalty: 5341.199707
	Iteration 28Q: 3 clusters Score -8901769 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8901810.000000 Penalty: 5341.199707
	Iteration 29Q: 3 clusters Score -8901810 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8901849.000000 Penalty: 5341.199707
	Iteration 30Q: 3 clusters Score -8901849 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8901884.000000 Penalty: 5341.199707
	Iteration 31Q: 3 clusters Score -8901884 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8901952.000000 Penalty: 5341.199707
	Iteration 32Q: 3 clusters Score -8901952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8901995.000000 Penalty: 5341.199707
	Iteration 33Q: 3 clusters Score -8901995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8902031.000000 Penalty: 5341.199707
	Iteration 34Q: 3 clusters Score -8902031 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8902054.000000 Penalty: 5341.199707
	Iteration 35Q: 3 clusters Score -8902054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8902103.000000 Penalty: 5341.199707
	Iteration 36Q: 3 clusters Score -8902103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8902127.000000 Penalty: 5341.199707
	Iteration 37Q: 3 clusters Score -8902127 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8902154.000000 Penalty: 5341.199707
	Iteration 38Q: 3 clusters Score -8902154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8902167.000000 Penalty: 5341.199707
	Iteration 39Q: 3 clusters Score -8902167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8902178.000000 Penalty: 5341.199707
	Iteration 40F: 3 clusters Score -8902178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8902179.000000 Penalty: 5341.199707
	Iteration 41Q: 3 clusters Score -8902179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8902181.000000 Penalty: 5341.199707
	Iteration 42Q: 3 clusters Score -8902181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8902191.000000 Penalty: 5341.199707
	Iteration 43Q: 3 clusters Score -8902191 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8902211.000000 Penalty: 5341.199707
	Iteration 44Q: 3 clusters Score -8902211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8902233.000000 Penalty: 5341.199707
	Iteration 45Q: 3 clusters Score -8902233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8902238.000000 Penalty: 5341.199707
	Iteration 46Q: 3 clusters Score -8902238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8902254.000000 Penalty: 5341.199707
	Iteration 47Q: 3 clusters Score -8902254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8902264.000000 Penalty: 5341.199707
	Iteration 48Q: 3 clusters Score -8902264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8902280.000000 Penalty: 5341.199707
	Iteration 49Q: 3 clusters Score -8902280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8902290.000000 Penalty: 5341.199707
	Iteration 50Q: 3 clusters Score -8902290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8902297.000000 Penalty: 5341.199707
	Iteration 51Q: 3 clusters Score -8902297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8902304.000000 Penalty: 5341.199707
	Iteration 52Q: 3 clusters Score -8902304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8902307.000000 Penalty: 5341.199707
	Iteration 53Q: 3 clusters Score -8902307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8902306.000000 Penalty: 5341.199707
	Iteration 54Q: 3 clusters Score -8902306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8902319.000000 Penalty: 5341.199707
	Iteration 55Q: 3 clusters Score -8902319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8902331.000000 Penalty: 5341.199707
	Iteration 56Q: 3 clusters Score -8902331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8902349.000000 Penalty: 5341.199707
	Iteration 57Q: 3 clusters Score -8902349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8902358.000000 Penalty: 5341.199707
	Iteration 58Q: 3 clusters Score -8902358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8902351.000000 Penalty: 5341.199707
	Iteration 59Q: 3 clusters Score -8902351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8902360.000000 Penalty: 5341.199707
	Iteration 60F: 3 clusters Score -8902360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8902363.000000 Penalty: 5341.199707
	Iteration 61Q: 3 clusters Score -8902363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8902379.000000 Penalty: 5341.199707
	Iteration 62Q: 3 clusters Score -8902379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8902374.000000 Penalty: 5341.199707
	Iteration 63Q: 3 clusters Score -8902374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8902384.000000 Penalty: 5341.199707
	Iteration 64Q: 3 clusters Score -8902384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8902384.000000 Penalty: 5341.199707
	Iteration 65Q: 3 clusters Score -8902384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8902395.000000 Penalty: 5341.199707
	Iteration 66Q: 3 clusters Score -8902395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8902389.000000 Penalty: 5341.199707
	Iteration 67Q: 3 clusters Score -8902389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8902397.000000 Penalty: 5341.199707
	Iteration 68Q: 3 clusters Score -8902397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8902396.000000 Penalty: 5341.199707
	Iteration 69Q: 3 clusters Score -8902396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8902394.000000 Penalty: 5341.199707
	Iteration 70Q: 3 clusters Score -8902394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8902387.000000 Penalty: 5341.199707
	Iteration 71Q: 3 clusters Score -8902387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8902391.000000 Penalty: 5341.199707
	Iteration 72Q: 3 clusters Score -8902391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8902398.000000 Penalty: 5341.199707
	Iteration 73Q: 3 clusters Score -8902398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8902392.000000 Penalty: 5341.199707
	Iteration 74Q: 3 clusters Score -8902392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8902385.000000 Penalty: 5341.199707
	Iteration 75Q: 3 clusters Score -8902385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8902399.000000 Penalty: 5341.199707
	Iteration 76Q: 3 clusters Score -8902399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8902393.000000 Penalty: 5341.199707
	Iteration 77Q: 3 clusters Score -8902393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8902392.000000 Penalty: 5341.199707
	Iteration 78Q: 3 clusters Score -8902392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8902393.000000 Penalty: 5341.199707
	Iteration 79Q: 3 clusters Score -8902393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8902391.000000 Penalty: 5341.199707
	Iteration 80F: 3 clusters Score -8902391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8902395.000000 Penalty: 5341.199707
	Iteration 81Q: 3 clusters Score -8902395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8902403.000000 Penalty: 5341.199707
	Iteration 82Q: 3 clusters Score -8902403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8902402.000000 Penalty: 5341.199707
	Iteration 83Q: 3 clusters Score -8902402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8902401.000000 Penalty: 5341.199707
	Iteration 84Q: 3 clusters Score -8902401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8902401.000000 Penalty: 5341.199707
	Iteration 85F: 3 clusters Score -8902401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -25393.716797 Penalty: 1421.868652
	Iteration 0F: 2 clusters Score -25393.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -24363.005859 Penalty: 2843.737305
	Iteration 0F: 3 clusters Score -24363.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -24531.005859 Penalty: 2843.737305
	Iteration 1F: 3 clusters Score -24531.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24594.431641 Penalty: 2843.737305
	Iteration 2Q: 3 clusters Score -24594.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24613.552734 Penalty: 2843.737305
	Iteration 3Q: 3 clusters Score -24613.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24621.156250 Penalty: 2843.737305
	Iteration 4Q: 3 clusters Score -24621.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24621.156250 Penalty: 2843.737305
	Iteration 5F: 3 clusters Score -24621.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Entering Unmasked Estep 
Score: -6247082.000000 Penalty: 2583.000000
	Iteration 0F: 2 clusters Score -6247082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -6224422.500000 Penalty: 5166.000000
	Iteration 0F: 3 clusters Score -6224422 nChanged 15153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -6232763.000000 Penalty: 5166.000000
	Iteration 1F: 3 clusters Score -6232763 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -6233608.500000 Penalty: 5166.000000
	Iteration 2F: 3 clusters Score -6233608 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -6234551.500000 Penalty: 5166.000000
	Iteration 3F: 3 clusters Score -6234552 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6235602.000000 Penalty: 5166.000000
	Iteration 4F: 3 clusters Score -6235602 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -6236798.000000 Penalty: 5166.000000
	Iteration 5F: 3 clusters Score -6236798 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -6238247.000000 Penalty: 5166.000000
	Iteration 6F: 3 clusters Score -6238247 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -6239996.000000 Penalty: 5166.000000
	Iteration 7F: 3 clusters Score -6239996 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -6241768.500000 Penalty: 5166.000000
	Iteration 8F: 3 clusters Score -6241768 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -6242954.500000 Penalty: 5166.000000
	Iteration 9F: 3 clusters Score -6242954 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -6243614.500000 Penalty: 5166.000000
	Iteration 10Q: 3 clusters Score -6243614 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -6243987.500000 Penalty: 5166.000000
	Iteration 11Q: 3 clusters Score -6243988 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -6244256.500000 Penalty: 5166.000000
	Iteration 12Q: 3 clusters Score -6244256 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -6244428.500000 Penalty: 5166.000000
	Iteration 13Q: 3 clusters Score -6244428 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -6244569.500000 Penalty: 5166.000000
	Iteration 14Q: 3 clusters Score -6244570 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6244690.500000 Penalty: 5166.000000
	Iteration 15Q: 3 clusters Score -6244690 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -6244785.000000 Penalty: 5166.000000
	Iteration 16Q: 3 clusters Score -6244785 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -6244862.500000 Penalty: 5166.000000
	Iteration 17Q: 3 clusters Score -6244862 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -6244913.000000 Penalty: 5166.000000
	Iteration 18Q: 3 clusters Score -6244913 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -6244959.000000 Penalty: 5166.000000
	Iteration 19Q: 3 clusters Score -6244959 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -6244997.000000 Penalty: 5166.000000
	Iteration 20F: 3 clusters Score -6244997 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -6245057.000000 Penalty: 5166.000000
	Iteration 21Q: 3 clusters Score -6245057 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -6245102.500000 Penalty: 5166.000000
	Iteration 22Q: 3 clusters Score -6245102 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -6245132.000000 Penalty: 5166.000000
	Iteration 23Q: 3 clusters Score -6245132 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -6245145.500000 Penalty: 5166.000000
	Iteration 24Q: 3 clusters Score -6245146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -6245174.500000 Penalty: 5166.000000
	Iteration 25Q: 3 clusters Score -6245174 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -6245206.000000 Penalty: 5166.000000
	Iteration 26Q: 3 clusters Score -6245206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -6245232.500000 Penalty: 5166.000000
	Iteration 27Q: 3 clusters Score -6245232 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -6245211.000000 Penalty: 5166.000000
	Iteration 28Q: 3 clusters Score -6245211 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -6245236.000000 Penalty: 5166.000000
	Iteration 29Q: 3 clusters Score -6245236 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -6245237.500000 Penalty: 5166.000000
	Iteration 30Q: 3 clusters Score -6245238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -6245279.000000 Penalty: 5166.000000
	Iteration 31Q: 3 clusters Score -6245279 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -6245295.500000 Penalty: 5166.000000
	Iteration 32Q: 3 clusters Score -6245296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -6245321.000000 Penalty: 5166.000000
	Iteration 33Q: 3 clusters Score -6245321 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -6245343.500000 Penalty: 5166.000000
	Iteration 34Q: 3 clusters Score -6245344 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -6245359.000000 Penalty: 5166.000000
	Iteration 35Q: 3 clusters Score -6245359 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6245395.500000 Penalty: 5166.000000
	Iteration 36Q: 3 clusters Score -6245396 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -6245441.500000 Penalty: 5166.000000
	Iteration 37Q: 3 clusters Score -6245442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6245452.500000 Penalty: 5166.000000
	Iteration 38Q: 3 clusters Score -6245452 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -6245494.000000 Penalty: 5166.000000
	Iteration 39Q: 3 clusters Score -6245494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -6245493.500000 Penalty: 5166.000000
	Iteration 40F: 3 clusters Score -6245494 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -6245511.500000 Penalty: 5166.000000
	Iteration 41Q: 3 clusters Score -6245512 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -6245512.500000 Penalty: 5166.000000
	Iteration 42Q: 3 clusters Score -6245512 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -6245520.500000 Penalty: 5166.000000
	Iteration 43Q: 3 clusters Score -6245520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6245529.000000 Penalty: 5166.000000
	Iteration 44Q: 3 clusters Score -6245529 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6245537.000000 Penalty: 5166.000000
	Iteration 45Q: 3 clusters Score -6245537 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6245528.500000 Penalty: 5166.000000
	Iteration 46Q: 3 clusters Score -6245528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6245534.000000 Penalty: 5166.000000
	Iteration 47Q: 3 clusters Score -6245534 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -6245528.500000 Penalty: 5166.000000
	Iteration 48Q: 3 clusters Score -6245528 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -6245533.500000 Penalty: 5166.000000
	Iteration 49Q: 3 clusters Score -6245534 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6245550.500000 Penalty: 5166.000000
	Iteration 50Q: 3 clusters Score -6245550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6245571.000000 Penalty: 5166.000000
	Iteration 51Q: 3 clusters Score -6245571 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -6245562.000000 Penalty: 5166.000000
	Iteration 52Q: 3 clusters Score -6245562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6245577.500000 Penalty: 5166.000000
	Iteration 53Q: 3 clusters Score -6245578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -6245593.000000 Penalty: 5166.000000
	Iteration 54Q: 3 clusters Score -6245593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6245579.000000 Penalty: 5166.000000
	Iteration 55Q: 3 clusters Score -6245579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -6245579.000000 Penalty: 5166.000000
	Iteration 56Q: 3 clusters Score -6245579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29419 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -6245582.500000 Penalty: 5166.000000
	Iteration 57Q: 3 clusters Score -6245582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6245591.000000 Penalty: 5166.000000
	Iteration 58Q: 3 clusters Score -6245591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6245612.500000 Penalty: 5166.000000
	Iteration 59Q: 3 clusters Score -6245612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6245633.000000 Penalty: 5166.000000
	Iteration 60F: 3 clusters Score -6245633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6245641.000000 Penalty: 5166.000000
	Iteration 61Q: 3 clusters Score -6245641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -6245633.000000 Penalty: 5166.000000
	Iteration 62Q: 3 clusters Score -6245633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -6245630.500000 Penalty: 5166.000000
	Iteration 63Q: 3 clusters Score -6245630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -6245635.000000 Penalty: 5166.000000
	Iteration 64Q: 3 clusters Score -6245635 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6245625.500000 Penalty: 5166.000000
	Iteration 65Q: 3 clusters Score -6245626 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6245628.500000 Penalty: 5166.000000
	Iteration 66Q: 3 clusters Score -6245628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -6245619.000000 Penalty: 5166.000000
	Iteration 67Q: 3 clusters Score -6245619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -6245621.000000 Penalty: 5166.000000
	Iteration 68Q: 3 clusters Score -6245621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6245627.000000 Penalty: 5166.000000
	Iteration 69Q: 3 clusters Score -6245627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6245617.500000 Penalty: 5166.000000
	Iteration 70Q: 3 clusters Score -6245618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -6245627.000000 Penalty: 5166.000000
	Iteration 71Q: 3 clusters Score -6245627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6245630.500000 Penalty: 5166.000000
	Iteration 72Q: 3 clusters Score -6245630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6245624.500000 Penalty: 5166.000000
	Iteration 73Q: 3 clusters Score -6245624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -6245625.000000 Penalty: 5166.000000
	Iteration 74Q: 3 clusters Score -6245625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -6245617.000000 Penalty: 5166.000000
	Iteration 75Q: 3 clusters Score -6245617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6245614.000000 Penalty: 5166.000000
	Iteration 76Q: 3 clusters Score -6245614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6245613.000000 Penalty: 5166.000000
	Iteration 77Q: 3 clusters Score -6245613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6245616.500000 Penalty: 5166.000000
	Iteration 78Q: 3 clusters Score -6245616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -6245620.000000 Penalty: 5166.000000
	Iteration 79Q: 3 clusters Score -6245620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -6245620.000000 Penalty: 5166.000000
	Iteration 80F: 3 clusters Score -6245620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6245622.500000 Penalty: 5166.000000
	Iteration 81Q: 3 clusters Score -6245622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6245634.000000 Penalty: 5166.000000
	Iteration 82Q: 3 clusters Score -6245634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -6245629.500000 Penalty: 5166.000000
	Iteration 83Q: 3 clusters Score -6245630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6245627.000000 Penalty: 5166.000000
	Iteration 84Q: 3 clusters Score -6245627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -6245630.000000 Penalty: 5166.000000
	Iteration 85Q: 3 clusters Score -6245630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6245639.500000 Penalty: 5166.000000
	Iteration 86Q: 3 clusters Score -6245640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -6245631.000000 Penalty: 5166.000000
	Iteration 87Q: 3 clusters Score -6245631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -6245628.500000 Penalty: 5166.000000
	Iteration 88Q: 3 clusters Score -6245628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6245631.000000 Penalty: 5166.000000
	Iteration 89Q: 3 clusters Score -6245631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -6245642.500000 Penalty: 5166.000000
	Iteration 90Q: 3 clusters Score -6245642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6245638.000000 Penalty: 5166.000000
	Iteration 91Q: 3 clusters Score -6245638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6245633.500000 Penalty: 5166.000000
	Iteration 92Q: 3 clusters Score -6245634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -6245633.500000 Penalty: 5166.000000
	Iteration 93Q: 3 clusters Score -6245634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6245633.500000 Penalty: 5166.000000
	Iteration 94Q: 3 clusters Score -6245634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -6245631.000000 Penalty: 5166.000000
	Iteration 95Q: 3 clusters Score -6245631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6245633.500000 Penalty: 5166.000000
	Iteration 96Q: 3 clusters Score -6245634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6245629.000000 Penalty: 5166.000000
	Iteration 97Q: 3 clusters Score -6245629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6245629.000000 Penalty: 5166.000000
	Iteration 98Q: 3 clusters Score -6245629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -6245622.500000 Penalty: 5166.000000
	Iteration 99Q: 3 clusters Score -6245622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6245628.000000 Penalty: 5166.000000
	Iteration 100F: 3 clusters Score -6245628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6245622.500000 Penalty: 5166.000000
	Iteration 101Q: 3 clusters Score -6245622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6245622.500000 Penalty: 5166.000000
	Iteration 102F: 3 clusters Score -6245622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -85687.875000 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -85687.88 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 317 members 
Entering Unmasked Estep 
Score: -84134.492188 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -84134.49 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84579.734375 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -84579.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84887.382812 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -84887.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85021.210938 Penalty: 3191.535156
	Iteration 3F: 3 clusters Score -85021.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85124.593750 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -85124.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85235.906250 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -85235.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -85313.531250 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -85313.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85372.859375 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -85372.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85411.937500 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -85411.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85442.453125 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -85442.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85456.500000 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -85456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85472.101562 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -85472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85499.851562 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -85499.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85516.398438 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -85516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85529.054688 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -85529.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85534.476562 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -85534.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85539.484375 Penalty: 3191.535156
	Iteration 16Q: 3 clusters Score -85539.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85539.484375 Penalty: 3191.535156
	Iteration 17F: 3 clusters Score -85539.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Entering Unmasked Estep 
Score: -129093.843750 Penalty: 1642.108643
	Iteration 0F: 2 clusters Score -129093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -127439.429688 Penalty: 3284.217285
	Iteration 0F: 3 clusters Score -127439.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -127832.898438 Penalty: 3284.217285
	Iteration 1F: 3 clusters Score -127832.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128024.742188 Penalty: 3284.217285
	Iteration 2F: 3 clusters Score -128024.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128122.679688 Penalty: 3284.217285
	Iteration 3Q: 3 clusters Score -128122.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -128162.453125 Penalty: 3284.217285
	Iteration 4Q: 3 clusters Score -128162.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -128185.859375 Penalty: 3284.217285
	Iteration 5Q: 3 clusters Score -128185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128221.039062 Penalty: 3284.217285
	Iteration 6Q: 3 clusters Score -128221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128232.132812 Penalty: 3284.217285
	Iteration 7Q: 3 clusters Score -128232.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128243.789062 Penalty: 3284.217285
	Iteration 8Q: 3 clusters Score -128243.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128250.054688 Penalty: 3284.217285
	Iteration 9Q: 3 clusters Score -128250.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128251.828125 Penalty: 3284.217285
	Iteration 10Q: 3 clusters Score -128251.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -128257.671875 Penalty: 3284.217285
	Iteration 11Q: 3 clusters Score -128257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128265.867188 Penalty: 3284.217285
	Iteration 12Q: 3 clusters Score -128265.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -128275.046875 Penalty: 3284.217285
	Iteration 13Q: 3 clusters Score -128275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128280.312500 Penalty: 3284.217285
	Iteration 14Q: 3 clusters Score -128280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128285.687500 Penalty: 3284.217285
	Iteration 15Q: 3 clusters Score -128285.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128286.632812 Penalty: 3284.217285
	Iteration 16Q: 3 clusters Score -128286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128287.218750 Penalty: 3284.217285
	Iteration 17Q: 3 clusters Score -128287.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128287.218750 Penalty: 3284.217285
	Iteration 18F: 3 clusters Score -128287.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Entering Unmasked Estep 
Score: -5914587.000000 Penalty: 2569.600342
	Iteration 0F: 2 clusters Score -5914587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5892854.500000 Penalty: 5139.200684
	Iteration 0F: 3 clusters Score -5892854 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5900557.500000 Penalty: 5139.200684
	Iteration 1F: 3 clusters Score -5900558 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -5900999.000000 Penalty: 5139.200684
	Iteration 2Q: 3 clusters Score -5900999 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -5901363.000000 Penalty: 5139.200684
	Iteration 3Q: 3 clusters Score -5901363 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -5901728.500000 Penalty: 5139.200684
	Iteration 4Q: 3 clusters Score -5901728 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -5902075.000000 Penalty: 5139.200684
	Iteration 5Q: 3 clusters Score -5902075 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -5902505.000000 Penalty: 5139.200684
	Iteration 6Q: 3 clusters Score -5902505 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -5903034.000000 Penalty: 5139.200684
	Iteration 7Q: 3 clusters Score -5903034 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -5903735.000000 Penalty: 5139.200684
	Iteration 8Q: 3 clusters Score -5903735 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -5904679.500000 Penalty: 5139.200684
	Iteration 9F: 3 clusters Score -5904680 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -5905921.500000 Penalty: 5139.200684
	Iteration 10F: 3 clusters Score -5905922 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -5907424.500000 Penalty: 5139.200684
	Iteration 11F: 3 clusters Score -5907424 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -5908880.000000 Penalty: 5139.200684
	Iteration 12F: 3 clusters Score -5908880 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -5909783.500000 Penalty: 5139.200684
	Iteration 13Q: 3 clusters Score -5909784 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5910253.500000 Penalty: 5139.200684
	Iteration 14Q: 3 clusters Score -5910254 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -5910506.500000 Penalty: 5139.200684
	Iteration 15Q: 3 clusters Score -5910506 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -5910682.000000 Penalty: 5139.200684
	Iteration 16Q: 3 clusters Score -5910682 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -5910795.500000 Penalty: 5139.200684
	Iteration 17Q: 3 clusters Score -5910796 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -5910941.500000 Penalty: 5139.200684
	Iteration 18Q: 3 clusters Score -5910942 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5911006.000000 Penalty: 5139.200684
	Iteration 19Q: 3 clusters Score -5911006 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5911117.000000 Penalty: 5139.200684
	Iteration 20F: 3 clusters Score -5911117 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -5911174.500000 Penalty: 5139.200684
	Iteration 21Q: 3 clusters Score -5911174 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5911233.500000 Penalty: 5139.200684
	Iteration 22Q: 3 clusters Score -5911234 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -5911312.000000 Penalty: 5139.200684
	Iteration 23Q: 3 clusters Score -5911312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -5911349.500000 Penalty: 5139.200684
	Iteration 24Q: 3 clusters Score -5911350 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5911407.500000 Penalty: 5139.200684
	Iteration 25Q: 3 clusters Score -5911408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5911474.500000 Penalty: 5139.200684
	Iteration 26Q: 3 clusters Score -5911474 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5911540.500000 Penalty: 5139.200684
	Iteration 27Q: 3 clusters Score -5911540 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5911588.000000 Penalty: 5139.200684
	Iteration 28Q: 3 clusters Score -5911588 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -5911635.500000 Penalty: 5139.200684
	Iteration 29Q: 3 clusters Score -5911636 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -5911661.000000 Penalty: 5139.200684
	Iteration 30Q: 3 clusters Score -5911661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5911698.000000 Penalty: 5139.200684
	Iteration 31Q: 3 clusters Score -5911698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -5911758.500000 Penalty: 5139.200684
	Iteration 32Q: 3 clusters Score -5911758 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -5911796.000000 Penalty: 5139.200684
	Iteration 33Q: 3 clusters Score -5911796 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -5911849.000000 Penalty: 5139.200684
	Iteration 34Q: 3 clusters Score -5911849 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5911873.000000 Penalty: 5139.200684
	Iteration 35Q: 3 clusters Score -5911873 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -5911921.500000 Penalty: 5139.200684
	Iteration 36Q: 3 clusters Score -5911922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -5911989.000000 Penalty: 5139.200684
	Iteration 37Q: 3 clusters Score -5911989 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -5912021.000000 Penalty: 5139.200684
	Iteration 38Q: 3 clusters Score -5912021 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -5912050.500000 Penalty: 5139.200684
	Iteration 39Q: 3 clusters Score -5912050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5912108.000000 Penalty: 5139.200684
	Iteration 40F: 3 clusters Score -5912108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -5912136.000000 Penalty: 5139.200684
	Iteration 41Q: 3 clusters Score -5912136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5912166.000000 Penalty: 5139.200684
	Iteration 42Q: 3 clusters Score -5912166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5912198.000000 Penalty: 5139.200684
	Iteration 43Q: 3 clusters Score -5912198 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -5912228.500000 Penalty: 5139.200684
	Iteration 44Q: 3 clusters Score -5912228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -5912254.500000 Penalty: 5139.200684
	Iteration 45Q: 3 clusters Score -5912254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5912284.500000 Penalty: 5139.200684
	Iteration 46Q: 3 clusters Score -5912284 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5912294.500000 Penalty: 5139.200684
	Iteration 47Q: 3 clusters Score -5912294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5912319.000000 Penalty: 5139.200684
	Iteration 48Q: 3 clusters Score -5912319 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -5912340.000000 Penalty: 5139.200684
	Iteration 49Q: 3 clusters Score -5912340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -5912346.500000 Penalty: 5139.200684
	Iteration 50Q: 3 clusters Score -5912346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -5912365.500000 Penalty: 5139.200684
	Iteration 51Q: 3 clusters Score -5912366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -5912373.500000 Penalty: 5139.200684
	Iteration 52Q: 3 clusters Score -5912374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -5912382.500000 Penalty: 5139.200684
	Iteration 53Q: 3 clusters Score -5912382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5912392.500000 Penalty: 5139.200684
	Iteration 54Q: 3 clusters Score -5912392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -5912390.500000 Penalty: 5139.200684
	Iteration 55Q: 3 clusters Score -5912390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -5912392.000000 Penalty: 5139.200684
	Iteration 56Q: 3 clusters Score -5912392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -5912392.500000 Penalty: 5139.200684
	Iteration 57Q: 3 clusters Score -5912392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -5912400.000000 Penalty: 5139.200684
	Iteration 58Q: 3 clusters Score -5912400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -5912405.500000 Penalty: 5139.200684
	Iteration 59Q: 3 clusters Score -5912406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -5912410.500000 Penalty: 5139.200684
	Iteration 60F: 3 clusters Score -5912410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -5912406.500000 Penalty: 5139.200684
	Iteration 61Q: 3 clusters Score -5912406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5912410.000000 Penalty: 5139.200684
	Iteration 62Q: 3 clusters Score -5912410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -5912408.000000 Penalty: 5139.200684
	Iteration 63Q: 3 clusters Score -5912408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -5912415.500000 Penalty: 5139.200684
	Iteration 64Q: 3 clusters Score -5912416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5912417.000000 Penalty: 5139.200684
	Iteration 65Q: 3 clusters Score -5912417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -5912419.500000 Penalty: 5139.200684
	Iteration 66Q: 3 clusters Score -5912420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5912418.000000 Penalty: 5139.200684
	Iteration 67Q: 3 clusters Score -5912418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5912418.000000 Penalty: 5139.200684
	Iteration 68F: 3 clusters Score -5912418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (32377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Entering Unmasked Estep 
Score: -6134550.500000 Penalty: 2575.530518
	Iteration 0F: 2 clusters Score -6134550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -6112384.000000 Penalty: 5151.061035
	Iteration 0F: 3 clusters Score -6112384 nChanged 14679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -6120374.500000 Penalty: 5151.061035
	Iteration 1F: 3 clusters Score -6120374 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -6120782.500000 Penalty: 5151.061035
	Iteration 2Q: 3 clusters Score -6120782 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -6121202.500000 Penalty: 5151.061035
	Iteration 3Q: 3 clusters Score -6121202 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -6121476.500000 Penalty: 5151.061035
	Iteration 4Q: 3 clusters Score -6121476 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -6121773.000000 Penalty: 5151.061035
	Iteration 5Q: 3 clusters Score -6121773 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -6121999.000000 Penalty: 5151.061035
	Iteration 6Q: 3 clusters Score -6121999 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -6122263.500000 Penalty: 5151.061035
	Iteration 7Q: 3 clusters Score -6122264 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -6122569.500000 Penalty: 5151.061035
	Iteration 8Q: 3 clusters Score -6122570 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -6122966.500000 Penalty: 5151.061035
	Iteration 9Q: 3 clusters Score -6122966 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -6123538.500000 Penalty: 5151.061035
	Iteration 10Q: 3 clusters Score -6123538 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -6124364.000000 Penalty: 5151.061035
	Iteration 11Q: 3 clusters Score -6124364 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -6125461.000000 Penalty: 5151.061035
	Iteration 12F: 3 clusters Score -6125461 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -6126740.500000 Penalty: 5151.061035
	Iteration 13F: 3 clusters Score -6126740 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -6128011.000000 Penalty: 5151.061035
	Iteration 14F: 3 clusters Score -6128011 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6129170.500000 Penalty: 5151.061035
	Iteration 15Q: 3 clusters Score -6129170 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6129961.000000 Penalty: 5151.061035
	Iteration 16Q: 3 clusters Score -6129961 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -6130587.500000 Penalty: 5151.061035
	Iteration 17Q: 3 clusters Score -6130588 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -6130983.000000 Penalty: 5151.061035
	Iteration 18Q: 3 clusters Score -6130983 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -6131332.000000 Penalty: 5151.061035
	Iteration 19Q: 3 clusters Score -6131332 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -6131613.500000 Penalty: 5151.061035
	Iteration 20F: 3 clusters Score -6131614 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -6131806.000000 Penalty: 5151.061035
	Iteration 21Q: 3 clusters Score -6131806 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -6131972.500000 Penalty: 5151.061035
	Iteration 22Q: 3 clusters Score -6131972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -6132056.500000 Penalty: 5151.061035
	Iteration 23Q: 3 clusters Score -6132056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6132137.000000 Penalty: 5151.061035
	Iteration 24Q: 3 clusters Score -6132137 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6132185.000000 Penalty: 5151.061035
	Iteration 25Q: 3 clusters Score -6132185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -6132215.500000 Penalty: 5151.061035
	Iteration 26Q: 3 clusters Score -6132216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -6132238.000000 Penalty: 5151.061035
	Iteration 27Q: 3 clusters Score -6132238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6132259.000000 Penalty: 5151.061035
	Iteration 28Q: 3 clusters Score -6132259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6132273.000000 Penalty: 5151.061035
	Iteration 29Q: 3 clusters Score -6132273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -6132292.500000 Penalty: 5151.061035
	Iteration 30Q: 3 clusters Score -6132292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6132310.000000 Penalty: 5151.061035
	Iteration 31Q: 3 clusters Score -6132310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -6132332.500000 Penalty: 5151.061035
	Iteration 32Q: 3 clusters Score -6132332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6132350.500000 Penalty: 5151.061035
	Iteration 33Q: 3 clusters Score -6132350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -6132355.000000 Penalty: 5151.061035
	Iteration 34Q: 3 clusters Score -6132355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6132376.500000 Penalty: 5151.061035
	Iteration 35Q: 3 clusters Score -6132376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -6132384.000000 Penalty: 5151.061035
	Iteration 36Q: 3 clusters Score -6132384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6132388.000000 Penalty: 5151.061035
	Iteration 37Q: 3 clusters Score -6132388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6132385.000000 Penalty: 5151.061035
	Iteration 38Q: 3 clusters Score -6132385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -6132394.500000 Penalty: 5151.061035
	Iteration 39Q: 3 clusters Score -6132394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -6132396.500000 Penalty: 5151.061035
	Iteration 40F: 3 clusters Score -6132396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -196598.734375 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -196598.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -194521.468750 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -194521.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -194963.015625 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -194963 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195220.015625 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -195220 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195409.937500 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -195409.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195569.218750 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -195569.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -195718.625000 Penalty: 3517.091309
	Iteration 5F: 3 clusters Score -195718.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -195841.578125 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -195841.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -195961.031250 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -195961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196067.265625 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -196067.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -196131.875000 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -196131.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -196177.296875 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -196177.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -196196.421875 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -196196.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -196213.093750 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -196213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -196228.500000 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -196228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -196243.765625 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -196243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196261.875000 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -196261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196280.250000 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -196280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -196292.578125 Penalty: 3517.091309
	Iteration 17Q: 3 clusters Score -196292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -196296.671875 Penalty: 3517.091309
	Iteration 18Q: 3 clusters Score -196296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -196298.000000 Penalty: 3517.091309
	Iteration 19Q: 3 clusters Score -196298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -196299.031250 Penalty: 3517.091309
	Iteration 20F: 3 clusters Score -196299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -196304.140625 Penalty: 3517.091309
	Iteration 21Q: 3 clusters Score -196304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -196306.218750 Penalty: 3517.091309
	Iteration 22Q: 3 clusters Score -196306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -196306.609375 Penalty: 3517.091309
	Iteration 23Q: 3 clusters Score -196306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -196306.609375 Penalty: 3517.091309
	Iteration 24F: 3 clusters Score -196306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (42845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Entering Unmasked Estep 
Score: -7976679.000000 Penalty: 2645.005371
	Iteration 0F: 2 clusters Score -7976679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -7948838.000000 Penalty: 5290.010742
	Iteration 0F: 3 clusters Score -7948838 nChanged 19601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -7959566.000000 Penalty: 5290.010742
	Iteration 1F: 3 clusters Score -7959566 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -7960086.500000 Penalty: 5290.010742
	Iteration 2Q: 3 clusters Score -7960086 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7960522.500000 Penalty: 5290.010742
	Iteration 3Q: 3 clusters Score -7960522 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7960948.000000 Penalty: 5290.010742
	Iteration 4Q: 3 clusters Score -7960948 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -7961565.500000 Penalty: 5290.010742
	Iteration 5Q: 3 clusters Score -7961566 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -7962278.500000 Penalty: 5290.010742
	Iteration 6Q: 3 clusters Score -7962278 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -7963293.000000 Penalty: 5290.010742
	Iteration 7Q: 3 clusters Score -7963293 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -7964627.000000 Penalty: 5290.010742
	Iteration 8F: 3 clusters Score -7964627 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7966314.000000 Penalty: 5290.010742
	Iteration 9F: 3 clusters Score -7966314 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -7968075.000000 Penalty: 5290.010742
	Iteration 10F: 3 clusters Score -7968075 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7969607.500000 Penalty: 5290.010742
	Iteration 11Q: 3 clusters Score -7969608 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -7970629.000000 Penalty: 5290.010742
	Iteration 12Q: 3 clusters Score -7970629 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -7971296.000000 Penalty: 5290.010742
	Iteration 13Q: 3 clusters Score -7971296 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -7971656.000000 Penalty: 5290.010742
	Iteration 14Q: 3 clusters Score -7971656 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7971916.500000 Penalty: 5290.010742
	Iteration 15Q: 3 clusters Score -7971916 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7972111.000000 Penalty: 5290.010742
	Iteration 16Q: 3 clusters Score -7972111 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7972276.000000 Penalty: 5290.010742
	Iteration 17Q: 3 clusters Score -7972276 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7972449.000000 Penalty: 5290.010742
	Iteration 18Q: 3 clusters Score -7972449 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7972544.000000 Penalty: 5290.010742
	Iteration 19Q: 3 clusters Score -7972544 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7972657.500000 Penalty: 5290.010742
	Iteration 20F: 3 clusters Score -7972658 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7972760.000000 Penalty: 5290.010742
	Iteration 21Q: 3 clusters Score -7972760 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7972843.500000 Penalty: 5290.010742
	Iteration 22Q: 3 clusters Score -7972844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -7972937.500000 Penalty: 5290.010742
	Iteration 23Q: 3 clusters Score -7972938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -7973021.500000 Penalty: 5290.010742
	Iteration 24Q: 3 clusters Score -7973022 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -7973112.500000 Penalty: 5290.010742
	Iteration 25Q: 3 clusters Score -7973112 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7973179.000000 Penalty: 5290.010742
	Iteration 26Q: 3 clusters Score -7973179 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7973229.000000 Penalty: 5290.010742
	Iteration 27Q: 3 clusters Score -7973229 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -7973290.000000 Penalty: 5290.010742
	Iteration 28Q: 3 clusters Score -7973290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7973333.000000 Penalty: 5290.010742
	Iteration 29Q: 3 clusters Score -7973333 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7973386.000000 Penalty: 5290.010742
	Iteration 30Q: 3 clusters Score -7973386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -7973438.500000 Penalty: 5290.010742
	Iteration 31Q: 3 clusters Score -7973438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7973448.000000 Penalty: 5290.010742
	Iteration 32Q: 3 clusters Score -7973448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -7973490.000000 Penalty: 5290.010742
	Iteration 33Q: 3 clusters Score -7973490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -7973539.500000 Penalty: 5290.010742
	Iteration 34Q: 3 clusters Score -7973540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -7973585.000000 Penalty: 5290.010742
	Iteration 35Q: 3 clusters Score -7973585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -7973632.500000 Penalty: 5290.010742
	Iteration 36Q: 3 clusters Score -7973632 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7973678.500000 Penalty: 5290.010742
	Iteration 37Q: 3 clusters Score -7973678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7973722.000000 Penalty: 5290.010742
	Iteration 38Q: 3 clusters Score -7973722 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -7973742.500000 Penalty: 5290.010742
	Iteration 39Q: 3 clusters Score -7973742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7973794.500000 Penalty: 5290.010742
	Iteration 40F: 3 clusters Score -7973794 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7973829.000000 Penalty: 5290.010742
	Iteration 41Q: 3 clusters Score -7973829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -7973858.000000 Penalty: 5290.010742
	Iteration 42Q: 3 clusters Score -7973858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -7973870.000000 Penalty: 5290.010742
	Iteration 43Q: 3 clusters Score -7973870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -7973895.000000 Penalty: 5290.010742
	Iteration 44Q: 3 clusters Score -7973895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7973907.500000 Penalty: 5290.010742
	Iteration 45Q: 3 clusters Score -7973908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -7973925.000000 Penalty: 5290.010742
	Iteration 46Q: 3 clusters Score -7973925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -7973934.500000 Penalty: 5290.010742
	Iteration 47Q: 3 clusters Score -7973934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -7973944.500000 Penalty: 5290.010742
	Iteration 48Q: 3 clusters Score -7973944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -7973949.000000 Penalty: 5290.010742
	Iteration 49Q: 3 clusters Score -7973949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7973962.000000 Penalty: 5290.010742
	Iteration 50Q: 3 clusters Score -7973962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -7973964.000000 Penalty: 5290.010742
	Iteration 51Q: 3 clusters Score -7973964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -7973961.500000 Penalty: 5290.010742
	Iteration 52Q: 3 clusters Score -7973962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7973970.500000 Penalty: 5290.010742
	Iteration 53Q: 3 clusters Score -7973970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -7973994.500000 Penalty: 5290.010742
	Iteration 54Q: 3 clusters Score -7973994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -7973999.000000 Penalty: 5290.010742
	Iteration 55Q: 3 clusters Score -7973999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -7974005.000000 Penalty: 5290.010742
	Iteration 56Q: 3 clusters Score -7974005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -7974014.000000 Penalty: 5290.010742
	Iteration 57Q: 3 clusters Score -7974014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7974023.500000 Penalty: 5290.010742
	Iteration 58Q: 3 clusters Score -7974024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -7974028.000000 Penalty: 5290.010742
	Iteration 59Q: 3 clusters Score -7974028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7974026.000000 Penalty: 5290.010742
	Iteration 60F: 3 clusters Score -7974026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -7974027.000000 Penalty: 5290.010742
	Iteration 61Q: 3 clusters Score -7974027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -7974028.500000 Penalty: 5290.010742
	Iteration 62Q: 3 clusters Score -7974028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7974022.000000 Penalty: 5290.010742
	Iteration 63Q: 3 clusters Score -7974022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7974022.000000 Penalty: 5290.010742
	Iteration 64F: 3 clusters Score -7974022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -361870.062500 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -361870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -359311.187500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -359311.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -359797.187500 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -359797.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -359938.625000 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -359938.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -360018.937500 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -360018.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -360065.250000 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -360065.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -360085.718750 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -360085.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -360111.437500 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -360111.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -360130.812500 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -360130.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -360144.343750 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -360144.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -360153.937500 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -360153.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -360165.531250 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -360165.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -360174.218750 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -360174.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -360182.625000 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -360182.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360186.812500 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -360186.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -360192.531250 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -360192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -360198.125000 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -360198.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -360203.218750 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -360203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -360206.000000 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -360206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -360207.750000 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -360207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -360209.125000 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -360209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -360210.750000 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -360210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -360211.468750 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -360211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -360213.093750 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -360213.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -360216.625000 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -360216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -360218.062500 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -360218.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -360218.406250 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -360218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -360218.406250 Penalty: 3773.507568
	Iteration 26F: 3 clusters Score -360218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Entering Unmasked Estep 
Score: -7575838.000000 Penalty: 2630.549805
	Iteration 0F: 2 clusters Score -7575838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7548987.000000 Penalty: 5261.099609
	Iteration 0F: 3 clusters Score -7548987 nChanged 18457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -7559060.000000 Penalty: 5261.099609
	Iteration 1F: 3 clusters Score -7559060 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7559579.000000 Penalty: 5261.099609
	Iteration 2Q: 3 clusters Score -7559579 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -7560100.500000 Penalty: 5261.099609
	Iteration 3Q: 3 clusters Score -7560100 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -7560589.000000 Penalty: 5261.099609
	Iteration 4Q: 3 clusters Score -7560589 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -7561242.500000 Penalty: 5261.099609
	Iteration 5Q: 3 clusters Score -7561242 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -7562080.500000 Penalty: 5261.099609
	Iteration 6Q: 3 clusters Score -7562080 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -7563185.000000 Penalty: 5261.099609
	Iteration 7F: 3 clusters Score -7563185 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -7564783.500000 Penalty: 5261.099609
	Iteration 8F: 3 clusters Score -7564784 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -7566969.000000 Penalty: 5261.099609
	Iteration 9F: 3 clusters Score -7566969 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -7569260.000000 Penalty: 5261.099609
	Iteration 10F: 3 clusters Score -7569260 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7571117.500000 Penalty: 5261.099609
	Iteration 11F: 3 clusters Score -7571118 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7572272.500000 Penalty: 5261.099609
	Iteration 12Q: 3 clusters Score -7572272 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -7572874.500000 Penalty: 5261.099609
	Iteration 13Q: 3 clusters Score -7572874 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7573187.500000 Penalty: 5261.099609
	Iteration 14Q: 3 clusters Score -7573188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7573347.000000 Penalty: 5261.099609
	Iteration 15Q: 3 clusters Score -7573347 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7573421.000000 Penalty: 5261.099609
	Iteration 16Q: 3 clusters Score -7573421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7573464.500000 Penalty: 5261.099609
	Iteration 17Q: 3 clusters Score -7573464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -7573492.000000 Penalty: 5261.099609
	Iteration 18Q: 3 clusters Score -7573492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7573507.000000 Penalty: 5261.099609
	Iteration 19Q: 3 clusters Score -7573507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7573519.500000 Penalty: 5261.099609
	Iteration 20F: 3 clusters Score -7573520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -7573515.000000 Penalty: 5261.099609
	Iteration 21Q: 3 clusters Score -7573515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7573533.000000 Penalty: 5261.099609
	Iteration 22Q: 3 clusters Score -7573533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7573537.500000 Penalty: 5261.099609
	Iteration 23Q: 3 clusters Score -7573538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -7573540.000000 Penalty: 5261.099609
	Iteration 24Q: 3 clusters Score -7573540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7573558.000000 Penalty: 5261.099609
	Iteration 25Q: 3 clusters Score -7573558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -7573563.500000 Penalty: 5261.099609
	Iteration 26Q: 3 clusters Score -7573564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7573563.500000 Penalty: 5261.099609
	Iteration 27Q: 3 clusters Score -7573564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7573563.500000 Penalty: 5261.099609
	Iteration 28F: 3 clusters Score -7573564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Entering Unmasked Estep 
Score: -7773356.500000 Penalty: 2637.608643
	Iteration 0F: 2 clusters Score -7773356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7745650.000000 Penalty: 5275.217285
	Iteration 0F: 3 clusters Score -7745650 nChanged 19086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7756023.500000 Penalty: 5275.217285
	Iteration 1F: 3 clusters Score -7756024 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -7756521.500000 Penalty: 5275.217285
	Iteration 2Q: 3 clusters Score -7756522 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -7757011.000000 Penalty: 5275.217285
	Iteration 3Q: 3 clusters Score -7757011 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -7757564.000000 Penalty: 5275.217285
	Iteration 4Q: 3 clusters Score -7757564 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -7758174.000000 Penalty: 5275.217285
	Iteration 5Q: 3 clusters Score -7758174 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7758770.500000 Penalty: 5275.217285
	Iteration 6Q: 3 clusters Score -7758770 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7759638.500000 Penalty: 5275.217285
	Iteration 7Q: 3 clusters Score -7759638 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -7760681.500000 Penalty: 5275.217285
	Iteration 8Q: 3 clusters Score -7760682 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -7761855.500000 Penalty: 5275.217285
	Iteration 9F: 3 clusters Score -7761856 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -7763480.000000 Penalty: 5275.217285
	Iteration 10F: 3 clusters Score -7763480 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7765319.000000 Penalty: 5275.217285
	Iteration 11F: 3 clusters Score -7765319 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -7767000.500000 Penalty: 5275.217285
	Iteration 12F: 3 clusters Score -7767000 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7768078.000000 Penalty: 5275.217285
	Iteration 13Q: 3 clusters Score -7768078 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -7768684.000000 Penalty: 5275.217285
	Iteration 14Q: 3 clusters Score -7768684 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -7769113.000000 Penalty: 5275.217285
	Iteration 15Q: 3 clusters Score -7769113 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -7769490.000000 Penalty: 5275.217285
	Iteration 16Q: 3 clusters Score -7769490 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -7769809.000000 Penalty: 5275.217285
	Iteration 17Q: 3 clusters Score -7769809 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -7770054.000000 Penalty: 5275.217285
	Iteration 18Q: 3 clusters Score -7770054 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -7770261.500000 Penalty: 5275.217285
	Iteration 19Q: 3 clusters Score -7770262 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -7770425.000000 Penalty: 5275.217285
	Iteration 20F: 3 clusters Score -7770425 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -7770501.000000 Penalty: 5275.217285
	Iteration 21Q: 3 clusters Score -7770501 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -7770578.000000 Penalty: 5275.217285
	Iteration 22Q: 3 clusters Score -7770578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -7770673.000000 Penalty: 5275.217285
	Iteration 23Q: 3 clusters Score -7770673 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -7770710.000000 Penalty: 5275.217285
	Iteration 24Q: 3 clusters Score -7770710 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -7770742.000000 Penalty: 5275.217285
	Iteration 25Q: 3 clusters Score -7770742 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -7770783.000000 Penalty: 5275.217285
	Iteration 26Q: 3 clusters Score -7770783 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -7770800.500000 Penalty: 5275.217285
	Iteration 27Q: 3 clusters Score -7770800 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -7770845.500000 Penalty: 5275.217285
	Iteration 28Q: 3 clusters Score -7770846 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -7770872.500000 Penalty: 5275.217285
	Iteration 29Q: 3 clusters Score -7770872 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -7770903.000000 Penalty: 5275.217285
	Iteration 30Q: 3 clusters Score -7770903 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -7770942.500000 Penalty: 5275.217285
	Iteration 31Q: 3 clusters Score -7770942 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -7770993.000000 Penalty: 5275.217285
	Iteration 32Q: 3 clusters Score -7770993 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7771006.500000 Penalty: 5275.217285
	Iteration 33Q: 3 clusters Score -7771006 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -7771054.500000 Penalty: 5275.217285
	Iteration 34Q: 3 clusters Score -7771054 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -7771108.000000 Penalty: 5275.217285
	Iteration 35Q: 3 clusters Score -7771108 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -7771147.500000 Penalty: 5275.217285
	Iteration 36Q: 3 clusters Score -7771148 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -7771184.500000 Penalty: 5275.217285
	Iteration 37Q: 3 clusters Score -7771184 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -7771233.000000 Penalty: 5275.217285
	Iteration 38Q: 3 clusters Score -7771233 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -7771287.000000 Penalty: 5275.217285
	Iteration 39Q: 3 clusters Score -7771287 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7771351.500000 Penalty: 5275.217285
	Iteration 40F: 3 clusters Score -7771352 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -7771393.000000 Penalty: 5275.217285
	Iteration 41Q: 3 clusters Score -7771393 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 33859 members 
Entering Unmasked Estep 
Score: -7771450.000000 Penalty: 5275.217285
	Iteration 42Q: 3 clusters Score -7771450 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -7771480.000000 Penalty: 5275.217285
	Iteration 43Q: 3 clusters Score -7771480 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -7771526.500000 Penalty: 5275.217285
	Iteration 44Q: 3 clusters Score -7771526 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -7771541.500000 Penalty: 5275.217285
	Iteration 45Q: 3 clusters Score -7771542 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -7771591.500000 Penalty: 5275.217285
	Iteration 46Q: 3 clusters Score -7771592 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -7771600.500000 Penalty: 5275.217285
	Iteration 47Q: 3 clusters Score -7771600 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -7771631.000000 Penalty: 5275.217285
	Iteration 48Q: 3 clusters Score -7771631 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -7771664.000000 Penalty: 5275.217285
	Iteration 49Q: 3 clusters Score -7771664 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -7771687.000000 Penalty: 5275.217285
	Iteration 50Q: 3 clusters Score -7771687 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -7771749.500000 Penalty: 5275.217285
	Iteration 51Q: 3 clusters Score -7771750 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -7771752.500000 Penalty: 5275.217285
	Iteration 52Q: 3 clusters Score -7771752 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7771758.000000 Penalty: 5275.217285
	Iteration 53Q: 3 clusters Score -7771758 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -7771765.500000 Penalty: 5275.217285
	Iteration 54Q: 3 clusters Score -7771766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -7771773.000000 Penalty: 5275.217285
	Iteration 55Q: 3 clusters Score -7771773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -7771800.500000 Penalty: 5275.217285
	Iteration 56Q: 3 clusters Score -7771800 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7771805.500000 Penalty: 5275.217285
	Iteration 57Q: 3 clusters Score -7771806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7771808.500000 Penalty: 5275.217285
	Iteration 58Q: 3 clusters Score -7771808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -7771804.000000 Penalty: 5275.217285
	Iteration 59Q: 3 clusters Score -7771804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7771808.000000 Penalty: 5275.217285
	Iteration 60F: 3 clusters Score -7771808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -7771817.000000 Penalty: 5275.217285
	Iteration 61Q: 3 clusters Score -7771817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -7771847.000000 Penalty: 5275.217285
	Iteration 62Q: 3 clusters Score -7771847 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -7771854.000000 Penalty: 5275.217285
	Iteration 63Q: 3 clusters Score -7771854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -7771866.500000 Penalty: 5275.217285
	Iteration 64Q: 3 clusters Score -7771866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7771872.500000 Penalty: 5275.217285
	Iteration 65Q: 3 clusters Score -7771872 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -7771885.000000 Penalty: 5275.217285
	Iteration 66Q: 3 clusters Score -7771885 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7771921.500000 Penalty: 5275.217285
	Iteration 67Q: 3 clusters Score -7771922 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7771917.000000 Penalty: 5275.217285
	Iteration 68Q: 3 clusters Score -7771917 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -7771901.500000 Penalty: 5275.217285
	Iteration 69Q: 3 clusters Score -7771902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7771910.500000 Penalty: 5275.217285
	Iteration 70Q: 3 clusters Score -7771910 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7771918.000000 Penalty: 5275.217285
	Iteration 71Q: 3 clusters Score -7771918 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -7771909.000000 Penalty: 5275.217285
	Iteration 72Q: 3 clusters Score -7771909 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7771908.000000 Penalty: 5275.217285
	Iteration 73Q: 3 clusters Score -7771908 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7771892.000000 Penalty: 5275.217285
	Iteration 74Q: 3 clusters Score -7771892 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7771904.000000 Penalty: 5275.217285
	Iteration 75Q: 3 clusters Score -7771904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -7771901.500000 Penalty: 5275.217285
	Iteration 76Q: 3 clusters Score -7771902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7771901.500000 Penalty: 5275.217285
	Iteration 77Q: 3 clusters Score -7771902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -7771880.000000 Penalty: 5275.217285
	Iteration 78Q: 3 clusters Score -7771880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7771889.000000 Penalty: 5275.217285
	Iteration 79Q: 3 clusters Score -7771889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7771889.000000 Penalty: 5275.217285
	Iteration 80F: 3 clusters Score -7771889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -7771871.500000 Penalty: 5275.217285
	Iteration 81Q: 3 clusters Score -7771872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -7771882.500000 Penalty: 5275.217285
	Iteration 82Q: 3 clusters Score -7771882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -7771892.500000 Penalty: 5275.217285
	Iteration 83Q: 3 clusters Score -7771892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7771893.500000 Penalty: 5275.217285
	Iteration 84Q: 3 clusters Score -7771894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7771898.000000 Penalty: 5275.217285
	Iteration 85Q: 3 clusters Score -7771898 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7771910.000000 Penalty: 5275.217285
	Iteration 86Q: 3 clusters Score -7771910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7771900.500000 Penalty: 5275.217285
	Iteration 87Q: 3 clusters Score -7771900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -7771920.500000 Penalty: 5275.217285
	Iteration 88Q: 3 clusters Score -7771920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7771905.500000 Penalty: 5275.217285
	Iteration 89Q: 3 clusters Score -7771906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7771908.500000 Penalty: 5275.217285
	Iteration 90Q: 3 clusters Score -7771908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7771899.500000 Penalty: 5275.217285
	Iteration 91Q: 3 clusters Score -7771900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7771923.000000 Penalty: 5275.217285
	Iteration 92Q: 3 clusters Score -7771923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -7771931.000000 Penalty: 5275.217285
	Iteration 93Q: 3 clusters Score -7771931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7771928.500000 Penalty: 5275.217285
	Iteration 94Q: 3 clusters Score -7771928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7771921.000000 Penalty: 5275.217285
	Iteration 95Q: 3 clusters Score -7771921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -7771928.000000 Penalty: 5275.217285
	Iteration 96Q: 3 clusters Score -7771928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -7771914.000000 Penalty: 5275.217285
	Iteration 97Q: 3 clusters Score -7771914 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -7771913.000000 Penalty: 5275.217285
	Iteration 98Q: 3 clusters Score -7771913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7771919.000000 Penalty: 5275.217285
	Iteration 99Q: 3 clusters Score -7771919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -7771916.500000 Penalty: 5275.217285
	Iteration 100F: 3 clusters Score -7771916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7771911.500000 Penalty: 5275.217285
	Iteration 101Q: 3 clusters Score -7771912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -7771907.500000 Penalty: 5275.217285
	Iteration 102Q: 3 clusters Score -7771908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7771905.000000 Penalty: 5275.217285
	Iteration 103Q: 3 clusters Score -7771905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -7771905.000000 Penalty: 5275.217285
	Iteration 104F: 3 clusters Score -7771905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 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 277 members 
Entering Unmasked Estep 
Score: -59905.140625 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59905.14 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60166.000000 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60331.054688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60331.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60448.925781 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -60448.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60524.277344 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60524.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60576.281250 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60576.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60600.859375 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60600.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60620.175781 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60620.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60631.578125 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60631.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60633.636719 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60633.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60633.636719 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -60633.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Entering Unmasked Estep 
Score: -8522024.000000 Penalty: 2659.239014
	Iteration 0F: 2 clusters Score -8522024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -8492454.000000 Penalty: 5318.478027
	Iteration 0F: 3 clusters Score -8492454 nChanged 20941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8503984.000000 Penalty: 5318.478027
	Iteration 1F: 3 clusters Score -8503984 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -8504499.000000 Penalty: 5318.478027
	Iteration 2Q: 3 clusters Score -8504499 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8504934.000000 Penalty: 5318.478027
	Iteration 3Q: 3 clusters Score -8504934 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -8505339.000000 Penalty: 5318.478027
	Iteration 4Q: 3 clusters Score -8505339 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -8505816.000000 Penalty: 5318.478027
	Iteration 5Q: 3 clusters Score -8505816 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8506297.000000 Penalty: 5318.478027
	Iteration 6Q: 3 clusters Score -8506297 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -8506880.000000 Penalty: 5318.478027
	Iteration 7Q: 3 clusters Score -8506880 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -8507739.000000 Penalty: 5318.478027
	Iteration 8Q: 3 clusters Score -8507739 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -8509135.000000 Penalty: 5318.478027
	Iteration 9F: 3 clusters Score -8509135 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -8510909.000000 Penalty: 5318.478027
	Iteration 10F: 3 clusters Score -8510909 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -8513092.000000 Penalty: 5318.478027
	Iteration 11F: 3 clusters Score -8513092 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -8515385.000000 Penalty: 5318.478027
	Iteration 12F: 3 clusters Score -8515385 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8517236.000000 Penalty: 5318.478027
	Iteration 13F: 3 clusters Score -8517236 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8518439.000000 Penalty: 5318.478027
	Iteration 14Q: 3 clusters Score -8518439 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8519006.000000 Penalty: 5318.478027
	Iteration 15Q: 3 clusters Score -8519006 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8519330.000000 Penalty: 5318.478027
	Iteration 16Q: 3 clusters Score -8519330 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8519503.000000 Penalty: 5318.478027
	Iteration 17Q: 3 clusters Score -8519503 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -8519572.000000 Penalty: 5318.478027
	Iteration 18Q: 3 clusters Score -8519572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8519620.000000 Penalty: 5318.478027
	Iteration 19Q: 3 clusters Score -8519620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8519700.000000 Penalty: 5318.478027
	Iteration 20F: 3 clusters Score -8519700 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8519742.000000 Penalty: 5318.478027
	Iteration 21Q: 3 clusters Score -8519742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8519778.000000 Penalty: 5318.478027
	Iteration 22Q: 3 clusters Score -8519778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8519791.000000 Penalty: 5318.478027
	Iteration 23Q: 3 clusters Score -8519791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8519813.000000 Penalty: 5318.478027
	Iteration 24Q: 3 clusters Score -8519813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8519810.000000 Penalty: 5318.478027
	Iteration 25Q: 3 clusters Score -8519810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8519805.000000 Penalty: 5318.478027
	Iteration 26Q: 3 clusters Score -8519805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8519808.000000 Penalty: 5318.478027
	Iteration 27Q: 3 clusters Score -8519808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8519813.000000 Penalty: 5318.478027
	Iteration 28Q: 3 clusters Score -8519813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8519815.000000 Penalty: 5318.478027
	Iteration 29Q: 3 clusters Score -8519815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8519818.000000 Penalty: 5318.478027
	Iteration 30Q: 3 clusters Score -8519818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8519818.000000 Penalty: 5318.478027
	Iteration 31F: 3 clusters Score -8519818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 46649 members 
Mstep: Class 3 contains 44345 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 43891 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6061 members 
Mstep: Class 9 contains 45293 members 
Mstep: Class 10 contains 18737 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 13 contains 42941 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 45737 members 
Mstep: Class 17 contains 47503 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33367 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 32377 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 42845 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 40419 members 
Mstep: Class 28 contains 41586 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129456.000000 Penalty: 100613.093750
Iteration 79Q: 31 clusters Score -1.371295e+08 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 46388 members 
Mstep: Class 3 contains 44218 members 
Mstep: Class 4 contains 46462 members 
Mstep: Class 5 contains 43831 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 45117 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 29610 members 
Mstep: Class 13 contains 43000 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5558 members 
Mstep: Class 16 contains 45717 members 
Mstep: Class 17 contains 47277 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33332 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31543 members 
Mstep: Class 23 contains 32256 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 42512 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 41151 members 
Mstep: Class 28 contains 41967 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130336.000000 Penalty: 100613.093750
Iteration 80F: 31 clusters Score -1.371303e+08 nChanged 6889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 46081 members 
Mstep: Class 3 contains 44049 members 
Mstep: Class 4 contains 46401 members 
Mstep: Class 5 contains 43727 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6050 members 
Mstep: Class 9 contains 44910 members 
Mstep: Class 10 contains 19503 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 29550 members 
Mstep: Class 13 contains 43048 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 47057 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33325 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31437 members 
Mstep: Class 23 contains 32122 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 42168 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 41997 members 
Mstep: Class 28 contains 42383 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130704.000000 Penalty: 100613.093750
Iteration 81Q: 31 clusters Score -1.371307e+08 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 45827 members 
Mstep: Class 3 contains 43915 members 
Mstep: Class 4 contains 46330 members 
Mstep: Class 5 contains 43650 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 6047 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 10 contains 19991 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 29502 members 
Mstep: Class 13 contains 43083 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 5568 members 
Mstep: Class 16 contains 45372 members 
Mstep: Class 17 contains 46894 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33328 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 31326 members 
Mstep: Class 23 contains 31995 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 41774 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 42920 members 
Mstep: Class 28 contains 42791 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131120.000000 Penalty: 100613.093750
Iteration 82Q: 31 clusters Score -1.371311e+08 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 45675 members 
Mstep: Class 3 contains 43811 members 
Mstep: Class 4 contains 46245 members 
Mstep: Class 5 contains 43592 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6032 members 
Mstep: Class 9 contains 44397 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 45146 members 
Mstep: Class 17 contains 46727 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33351 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 31244 members 
Mstep: Class 23 contains 31832 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 41294 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 43712 members 
Mstep: Class 28 contains 43180 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 45890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132256.000000 Penalty: 100613.093750
Iteration 83Q: 31 clusters Score -1.371323e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 45505 members 
Mstep: Class 3 contains 43703 members 
Mstep: Class 4 contains 46116 members 
Mstep: Class 5 contains 43569 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 6015 members 
Mstep: Class 9 contains 44164 members 
Mstep: Class 10 contains 21136 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 29365 members 
Mstep: Class 13 contains 43127 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 5575 members 
Mstep: Class 16 contains 44983 members 
Mstep: Class 17 contains 46674 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33399 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31159 members 
Mstep: Class 23 contains 31672 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 40852 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 44386 members 
Mstep: Class 28 contains 43481 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133184.000000 Penalty: 100613.093750
Iteration 84Q: 31 clusters Score -1.371332e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 45413 members 
Mstep: Class 3 contains 43660 members 
Mstep: Class 4 contains 46015 members 
Mstep: Class 5 contains 43517 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 43977 members 
Mstep: Class 10 contains 21718 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 29308 members 
Mstep: Class 13 contains 43103 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 5558 members 
Mstep: Class 16 contains 44879 members 
Mstep: Class 17 contains 46621 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33452 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 31045 members 
Mstep: Class 23 contains 31541 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 40378 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 44973 members 
Mstep: Class 28 contains 43733 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134272.000000 Penalty: 100613.093750
Iteration 85Q: 31 clusters Score -1.371343e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 45259 members 
Mstep: Class 3 contains 43587 members 
Mstep: Class 4 contains 45928 members 
Mstep: Class 5 contains 43465 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5976 members 
Mstep: Class 9 contains 43869 members 
Mstep: Class 10 contains 22333 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 29237 members 
Mstep: Class 13 contains 43087 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 44817 members 
Mstep: Class 17 contains 46652 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33508 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 30958 members 
Mstep: Class 23 contains 31451 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 39974 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 45383 members 
Mstep: Class 28 contains 43903 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135008.000000 Penalty: 100613.093750
Iteration 86Q: 31 clusters Score -1.37135e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 45159 members 
Mstep: Class 3 contains 43516 members 
Mstep: Class 4 contains 45813 members 
Mstep: Class 5 contains 43423 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5959 members 
Mstep: Class 9 contains 43825 members 
Mstep: Class 10 contains 22961 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 29167 members 
Mstep: Class 13 contains 43026 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 44761 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33554 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 30906 members 
Mstep: Class 23 contains 31404 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 39580 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 45710 members 
Mstep: Class 28 contains 44005 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135216.000000 Penalty: 100613.093750
Iteration 87Q: 31 clusters Score -1.371352e+08 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 45124 members 
Mstep: Class 3 contains 43421 members 
Mstep: Class 4 contains 45695 members 
Mstep: Class 5 contains 43425 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 9 contains 43762 members 
Mstep: Class 10 contains 23642 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 29119 members 
Mstep: Class 13 contains 42954 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 44723 members 
Mstep: Class 17 contains 46757 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33584 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 750 members 
Mstep: Class 22 contains 30845 members 
Mstep: Class 23 contains 31432 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 39116 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 45869 members 
Mstep: Class 28 contains 44070 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135744.000000 Penalty: 100613.093750
Iteration 88Q: 31 clusters Score -1.371357e+08 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 45101 members 
Mstep: Class 3 contains 43314 members 
Mstep: Class 4 contains 45563 members 
Mstep: Class 5 contains 43386 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 43756 members 
Mstep: Class 10 contains 24416 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 29090 members 
Mstep: Class 13 contains 42882 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 44642 members 
Mstep: Class 17 contains 46786 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33632 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 30797 members 
Mstep: Class 23 contains 31520 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 38611 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 45943 members 
Mstep: Class 28 contains 44110 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136080.000000 Penalty: 100613.093750
Iteration 89Q: 31 clusters Score -1.371361e+08 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 44985 members 
Mstep: Class 3 contains 43236 members 
Mstep: Class 4 contains 45410 members 
Mstep: Class 5 contains 43367 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 43777 members 
Mstep: Class 10 contains 25279 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 29074 members 
Mstep: Class 13 contains 42853 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 44501 members 
Mstep: Class 17 contains 46814 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33667 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 30746 members 
Mstep: Class 23 contains 31688 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 38057 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 45851 members 
Mstep: Class 28 contains 44131 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137104.000000 Penalty: 100613.093750
Iteration 90Q: 31 clusters Score -1.371371e+08 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 44907 members 
Mstep: Class 3 contains 43126 members 
Mstep: Class 4 contains 45243 members 
Mstep: Class 5 contains 43322 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 43854 members 
Mstep: Class 10 contains 26189 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 29064 members 
Mstep: Class 13 contains 42807 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 44331 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33706 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 30691 members 
Mstep: Class 23 contains 31951 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 37518 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 45637 members 
Mstep: Class 28 contains 44101 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137488.000000 Penalty: 100613.093750
Iteration 91Q: 31 clusters Score -1.371375e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 44746 members 
Mstep: Class 3 contains 43027 members 
Mstep: Class 4 contains 45137 members 
Mstep: Class 5 contains 43332 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 43864 members 
Mstep: Class 10 contains 27101 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 29024 members 
Mstep: Class 13 contains 42837 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 44120 members 
Mstep: Class 17 contains 46872 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33715 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 30612 members 
Mstep: Class 23 contains 32313 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 36946 members 
Mstep: Class 26 contains 2008 members 
Mstep: Class 27 contains 45353 members 
Mstep: Class 28 contains 44055 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138496.000000 Penalty: 100613.093750
Iteration 92Q: 31 clusters Score -1.371385e+08 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 44641 members 
Mstep: Class 3 contains 42912 members 
Mstep: Class 4 contains 45071 members 
Mstep: Class 5 contains 43325 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 43836 members 
Mstep: Class 10 contains 27893 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 28984 members 
Mstep: Class 13 contains 42860 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 43969 members 
Mstep: Class 17 contains 46901 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33747 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 752 members 
Mstep: Class 22 contains 30548 members 
Mstep: Class 23 contains 32735 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 36377 members 
Mstep: Class 26 contains 2007 members 
Mstep: Class 27 contains 45105 members 
Mstep: Class 28 contains 44001 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139040.000000 Penalty: 100613.093750
Iteration 93Q: 31 clusters Score -1.37139e+08 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 44525 members 
Mstep: Class 3 contains 42794 members 
Mstep: Class 4 contains 44994 members 
Mstep: Class 5 contains 43301 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 43866 members 
Mstep: Class 10 contains 28692 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 28950 members 
Mstep: Class 13 contains 42838 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 43841 members 
Mstep: Class 17 contains 46938 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33783 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 30493 members 
Mstep: Class 23 contains 33289 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 35776 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 44797 members 
Mstep: Class 28 contains 43908 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139248.000000 Penalty: 100613.093750
Iteration 94Q: 31 clusters Score -1.371392e+08 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 44456 members 
Mstep: Class 3 contains 42673 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 43265 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 43858 members 
Mstep: Class 10 contains 29429 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 28914 members 
Mstep: Class 13 contains 42848 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 43680 members 
Mstep: Class 17 contains 47004 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33826 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 30429 members 
Mstep: Class 23 contains 33919 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 35138 members 
Mstep: Class 26 contains 2010 members 
Mstep: Class 27 contains 44519 members 
Mstep: Class 28 contains 43790 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139936.000000 Penalty: 100613.093750
Iteration 95Q: 31 clusters Score -1.371399e+08 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 44479 members 
Mstep: Class 3 contains 42555 members 
Mstep: Class 4 contains 44784 members 
Mstep: Class 5 contains 43277 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 43820 members 
Mstep: Class 10 contains 30060 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 28860 members 
Mstep: Class 13 contains 42850 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 43489 members 
Mstep: Class 17 contains 47089 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33887 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 753 members 
Mstep: Class 22 contains 30373 members 
Mstep: Class 23 contains 34601 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 34534 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 44245 members 
Mstep: Class 28 contains 43646 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139888.000000 Penalty: 100613.093750
Iteration 96Q: 31 clusters Score -1.371399e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 44515 members 
Mstep: Class 3 contains 42435 members 
Mstep: Class 4 contains 44663 members 
Mstep: Class 5 contains 43293 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5809 members 
Mstep: Class 9 contains 43740 members 
Mstep: Class 10 contains 30634 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 28823 members 
Mstep: Class 13 contains 42843 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 16 contains 43349 members 
Mstep: Class 17 contains 47156 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33935 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 30314 members 
Mstep: Class 23 contains 35357 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 33998 members 
Mstep: Class 26 contains 2011 members 
Mstep: Class 27 contains 43956 members 
Mstep: Class 28 contains 43496 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140528.000000 Penalty: 100613.093750
Iteration 97Q: 31 clusters Score -1.371405e+08 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 44588 members 
Mstep: Class 3 contains 42360 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 43277 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5801 members 
Mstep: Class 9 contains 43682 members 
Mstep: Class 10 contains 31068 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28776 members 
Mstep: Class 13 contains 42807 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 43224 members 
Mstep: Class 17 contains 47203 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33960 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 30255 members 
Mstep: Class 23 contains 36131 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 33498 members 
Mstep: Class 26 contains 2013 members 
Mstep: Class 27 contains 43702 members 
Mstep: Class 28 contains 43363 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140784.000000 Penalty: 100613.093750
Iteration 98Q: 31 clusters Score -1.371408e+08 nChanged 5389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 44635 members 
Mstep: Class 3 contains 42255 members 
Mstep: Class 4 contains 44402 members 
Mstep: Class 5 contains 43231 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 43642 members 
Mstep: Class 10 contains 31461 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28727 members 
Mstep: Class 13 contains 42793 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 43097 members 
Mstep: Class 17 contains 47251 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33962 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 30172 members 
Mstep: Class 23 contains 36932 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 33018 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 43543 members 
Mstep: Class 28 contains 43223 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141168.000000 Penalty: 100613.093750
Iteration 99Q: 31 clusters Score -1.371412e+08 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 44662 members 
Mstep: Class 3 contains 42159 members 
Mstep: Class 4 contains 44301 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 43651 members 
Mstep: Class 10 contains 31631 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28702 members 
Mstep: Class 13 contains 42784 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 42946 members 
Mstep: Class 17 contains 47271 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33937 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 754 members 
Mstep: Class 22 contains 30106 members 
Mstep: Class 23 contains 37872 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 32516 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 43402 members 
Mstep: Class 28 contains 43091 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141872.000000 Penalty: 100613.093750
Iteration 100F: 31 clusters Score -1.371419e+08 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 44430 members 
Mstep: Class 3 contains 42067 members 
Mstep: Class 4 contains 44159 members 
Mstep: Class 5 contains 43081 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5781 members 
Mstep: Class 9 contains 43619 members 
Mstep: Class 10 contains 32327 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28680 members 
Mstep: Class 13 contains 42762 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 47270 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33913 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 30020 members 
Mstep: Class 23 contains 38959 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 32057 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 43053 members 
Mstep: Class 28 contains 42967 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142624.000000 Penalty: 100613.093750
Iteration 101Q: 31 clusters Score -1.371426e+08 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 44141 members 
Mstep: Class 3 contains 41935 members 
Mstep: Class 4 contains 44021 members 
Mstep: Class 5 contains 43010 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 43526 members 
Mstep: Class 10 contains 32855 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28655 members 
Mstep: Class 13 contains 42746 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 42392 members 
Mstep: Class 17 contains 47254 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33892 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 755 members 
Mstep: Class 22 contains 29939 members 
Mstep: Class 23 contains 40210 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 31645 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 42698 members 
Mstep: Class 28 contains 42851 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142848.000000 Penalty: 100613.093750
Iteration 102Q: 31 clusters Score -1.371428e+08 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 43834 members 
Mstep: Class 3 contains 41807 members 
Mstep: Class 4 contains 43890 members 
Mstep: Class 5 contains 42980 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 43417 members 
Mstep: Class 10 contains 33237 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 28640 members 
Mstep: Class 13 contains 42704 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 42074 members 
Mstep: Class 17 contains 47246 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33861 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 758 members 
Mstep: Class 22 contains 29842 members 
Mstep: Class 23 contains 41581 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 31257 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 42375 members 
Mstep: Class 28 contains 42730 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143104.000000 Penalty: 100613.093750
Iteration 103Q: 31 clusters Score -1.371431e+08 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 43579 members 
Mstep: Class 3 contains 41684 members 
Mstep: Class 4 contains 43693 members 
Mstep: Class 5 contains 42956 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 43293 members 
Mstep: Class 10 contains 33346 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 28629 members 
Mstep: Class 13 contains 42679 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 41819 members 
Mstep: Class 17 contains 47308 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33820 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 759 members 
Mstep: Class 22 contains 29747 members 
Mstep: Class 23 contains 43028 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 30859 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 42068 members 
Mstep: Class 28 contains 42613 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143520.000000 Penalty: 100613.093750
Iteration 104Q: 31 clusters Score -1.371435e+08 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 43411 members 
Mstep: Class 3 contains 41570 members 
Mstep: Class 4 contains 43448 members 
Mstep: Class 5 contains 42861 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 43245 members 
Mstep: Class 10 contains 33557 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 28628 members 
Mstep: Class 13 contains 42693 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 41659 members 
Mstep: Class 17 contains 47332 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33763 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 29656 members 
Mstep: Class 23 contains 44191 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 30497 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 41883 members 
Mstep: Class 28 contains 42516 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143536.000000 Penalty: 100613.093750
Iteration 105Q: 31 clusters Score -1.371435e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 43316 members 
Mstep: Class 3 contains 41462 members 
Mstep: Class 4 contains 43210 members 
Mstep: Class 5 contains 42740 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 43313 members 
Mstep: Class 10 contains 33919 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 28622 members 
Mstep: Class 13 contains 42681 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 41517 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33692 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 760 members 
Mstep: Class 22 contains 29589 members 
Mstep: Class 23 contains 44988 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 30161 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 41786 members 
Mstep: Class 28 contains 42406 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143168.000000 Penalty: 100613.093750
Iteration 106Q: 31 clusters Score -1.371432e+08 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 43202 members 
Mstep: Class 3 contains 41367 members 
Mstep: Class 4 contains 43008 members 
Mstep: Class 5 contains 42647 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 43466 members 
Mstep: Class 10 contains 34420 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 28617 members 
Mstep: Class 13 contains 42632 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 41436 members 
Mstep: Class 17 contains 47377 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33607 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 29527 members 
Mstep: Class 23 contains 45526 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 29848 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 41736 members 
Mstep: Class 28 contains 42272 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143072.000000 Penalty: 100613.093750
Iteration 107Q: 31 clusters Score -1.371431e+08 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 43163 members 
Mstep: Class 3 contains 41287 members 
Mstep: Class 4 contains 42831 members 
Mstep: Class 5 contains 42564 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5674 members 
Mstep: Class 9 contains 43686 members 
Mstep: Class 10 contains 34934 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 28608 members 
Mstep: Class 13 contains 42616 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 41378 members 
Mstep: Class 17 contains 47423 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33519 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 761 members 
Mstep: Class 22 contains 29434 members 
Mstep: Class 23 contains 45901 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 29576 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 41647 members 
Mstep: Class 28 contains 42110 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143072.000000 Penalty: 100613.093750
Iteration 108Q: 31 clusters Score -1.371431e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 43143 members 
Mstep: Class 3 contains 41221 members 
Mstep: Class 4 contains 42681 members 
Mstep: Class 5 contains 42508 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 43957 members 
Mstep: Class 10 contains 35389 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 28609 members 
Mstep: Class 13 contains 42600 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5387 members 
Mstep: Class 16 contains 41323 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33409 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 762 members 
Mstep: Class 22 contains 29368 members 
Mstep: Class 23 contains 46058 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 29360 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 41590 members 
Mstep: Class 28 contains 41943 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142672.000000 Penalty: 100613.093750
Iteration 109Q: 31 clusters Score -1.371427e+08 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 43177 members 
Mstep: Class 3 contains 41190 members 
Mstep: Class 4 contains 42541 members 
Mstep: Class 5 contains 42453 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5662 members 
Mstep: Class 9 contains 44270 members 
Mstep: Class 10 contains 35812 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 28613 members 
Mstep: Class 13 contains 42605 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5372 members 
Mstep: Class 16 contains 41247 members 
Mstep: Class 17 contains 47662 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33288 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 763 members 
Mstep: Class 22 contains 29303 members 
Mstep: Class 23 contains 46084 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 29149 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 41510 members 
Mstep: Class 28 contains 41775 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142960.000000 Penalty: 100613.093750
Iteration 110Q: 31 clusters Score -1.37143e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 43267 members 
Mstep: Class 3 contains 41156 members 
Mstep: Class 4 contains 42403 members 
Mstep: Class 5 contains 42442 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5657 members 
Mstep: Class 9 contains 44530 members 
Mstep: Class 10 contains 36285 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28605 members 
Mstep: Class 13 contains 42606 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 41153 members 
Mstep: Class 17 contains 47776 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 33161 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 29222 members 
Mstep: Class 23 contains 46027 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28943 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 41421 members 
Mstep: Class 28 contains 41606 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143248.000000 Penalty: 100613.093750
Iteration 111Q: 31 clusters Score -1.371432e+08 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 43397 members 
Mstep: Class 3 contains 41121 members 
Mstep: Class 4 contains 42289 members 
Mstep: Class 5 contains 42388 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5658 members 
Mstep: Class 9 contains 44782 members 
Mstep: Class 10 contains 36674 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28607 members 
Mstep: Class 13 contains 42605 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 5350 members 
Mstep: Class 16 contains 41050 members 
Mstep: Class 17 contains 47869 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 32998 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 764 members 
Mstep: Class 22 contains 29170 members 
Mstep: Class 23 contains 45982 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28741 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 41337 members 
Mstep: Class 28 contains 41423 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143328.000000 Penalty: 100613.093750
Iteration 112Q: 31 clusters Score -1.371433e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 43489 members 
Mstep: Class 3 contains 41126 members 
Mstep: Class 4 contains 42200 members 
Mstep: Class 5 contains 42347 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 45079 members 
Mstep: Class 10 contains 37049 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28625 members 
Mstep: Class 13 contains 42605 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 5359 members 
Mstep: Class 16 contains 40901 members 
Mstep: Class 17 contains 47927 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 32828 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 29095 members 
Mstep: Class 23 contains 45891 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28583 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 41243 members 
Mstep: Class 28 contains 41255 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 46978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143312.000000 Penalty: 100613.093750
Iteration 113Q: 31 clusters Score -1.371433e+08 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 43514 members 
Mstep: Class 3 contains 41112 members 
Mstep: Class 4 contains 42114 members 
Mstep: Class 5 contains 42326 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5643 members 
Mstep: Class 9 contains 45387 members 
Mstep: Class 10 contains 37448 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28647 members 
Mstep: Class 13 contains 42578 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 40727 members 
Mstep: Class 17 contains 47985 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 32638 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 29025 members 
Mstep: Class 23 contains 45870 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28445 members 
Mstep: Class 26 contains 2023 members 
Mstep: Class 27 contains 41151 members 
Mstep: Class 28 contains 41105 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 47180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143504.000000 Penalty: 100613.093750
Iteration 114Q: 31 clusters Score -1.371435e+08 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 43576 members 
Mstep: Class 3 contains 41086 members 
Mstep: Class 4 contains 41995 members 
Mstep: Class 5 contains 42294 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 45617 members 
Mstep: Class 10 contains 37843 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28676 members 
Mstep: Class 13 contains 42562 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 5356 members 
Mstep: Class 16 contains 40559 members 
Mstep: Class 17 contains 48071 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 32556 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28958 members 
Mstep: Class 23 contains 45842 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28325 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 41036 members 
Mstep: Class 28 contains 40944 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 47342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144032.000000 Penalty: 100613.093750
Iteration 115Q: 31 clusters Score -1.37144e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 43586 members 
Mstep: Class 3 contains 41061 members 
Mstep: Class 4 contains 41910 members 
Mstep: Class 5 contains 42300 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 45819 members 
Mstep: Class 10 contains 38196 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28705 members 
Mstep: Class 13 contains 42556 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 5347 members 
Mstep: Class 16 contains 40357 members 
Mstep: Class 17 contains 48171 members 
Mstep: Class 18 contains 309 members 
Mstep: Class 19 contains 32482 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28912 members 
Mstep: Class 23 contains 45807 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28213 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 40947 members 
Mstep: Class 28 contains 40770 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 47541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144304.000000 Penalty: 100613.093750
Iteration 116Q: 31 clusters Score -1.371443e+08 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 43571 members 
Mstep: Class 3 contains 41032 members 
Mstep: Class 4 contains 41839 members 
Mstep: Class 5 contains 42299 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 45999 members 
Mstep: Class 10 contains 38500 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28729 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5344 members 
Mstep: Class 16 contains 40144 members 
Mstep: Class 17 contains 48240 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32481 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28859 members 
Mstep: Class 23 contains 45764 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 28131 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 40860 members 
Mstep: Class 28 contains 40617 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 47772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144512.000000 Penalty: 100613.093750
Iteration 117Q: 31 clusters Score -1.371445e+08 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 43583 members 
Mstep: Class 3 contains 41017 members 
Mstep: Class 4 contains 41757 members 
Mstep: Class 5 contains 42282 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5638 members 
Mstep: Class 9 contains 46132 members 
Mstep: Class 10 contains 38760 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 28739 members 
Mstep: Class 13 contains 42562 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 5335 members 
Mstep: Class 16 contains 39957 members 
Mstep: Class 17 contains 48278 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32564 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28809 members 
Mstep: Class 23 contains 45718 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 28005 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 40791 members 
Mstep: Class 28 contains 40472 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 47995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144592.000000 Penalty: 100613.093750
Iteration 118Q: 31 clusters Score -1.371446e+08 nChanged 4478
Entering ConstructFrom: 
Score: -137144592.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (43814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Entering Unmasked Estep 
Score: -8184289.000000 Penalty: 2650.551758
	Iteration 0F: 2 clusters Score -8184289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8155269.000000 Penalty: 5301.103516
	Iteration 0F: 3 clusters Score -8155269 nChanged 20075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8166121.500000 Penalty: 5301.103516
	Iteration 1F: 3 clusters Score -8166122 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8166628.500000 Penalty: 5301.103516
	Iteration 2Q: 3 clusters Score -8166628 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8167010.000000 Penalty: 5301.103516
	Iteration 3Q: 3 clusters Score -8167010 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8167466.500000 Penalty: 5301.103516
	Iteration 4Q: 3 clusters Score -8167466 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8168051.000000 Penalty: 5301.103516
	Iteration 5Q: 3 clusters Score -8168051 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -8168674.500000 Penalty: 5301.103516
	Iteration 6Q: 3 clusters Score -8168674 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -8169502.500000 Penalty: 5301.103516
	Iteration 7Q: 3 clusters Score -8169502 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -8170526.000000 Penalty: 5301.103516
	Iteration 8Q: 3 clusters Score -8170526 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -8171859.000000 Penalty: 5301.103516
	Iteration 9F: 3 clusters Score -8171859 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -8173549.000000 Penalty: 5301.103516
	Iteration 10F: 3 clusters Score -8173549 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -8175397.000000 Penalty: 5301.103516
	Iteration 11F: 3 clusters Score -8175397 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -8176774.500000 Penalty: 5301.103516
	Iteration 12F: 3 clusters Score -8176774 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -8177532.500000 Penalty: 5301.103516
	Iteration 13Q: 3 clusters Score -8177532 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8177951.500000 Penalty: 5301.103516
	Iteration 14Q: 3 clusters Score -8177952 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8178314.500000 Penalty: 5301.103516
	Iteration 15Q: 3 clusters Score -8178314 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -8178572.000000 Penalty: 5301.103516
	Iteration 16Q: 3 clusters Score -8178572 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -8178822.000000 Penalty: 5301.103516
	Iteration 17Q: 3 clusters Score -8178822 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8179071.000000 Penalty: 5301.103516
	Iteration 18Q: 3 clusters Score -8179071 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -8179297.000000 Penalty: 5301.103516
	Iteration 19Q: 3 clusters Score -8179297 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -8179495.000000 Penalty: 5301.103516
	Iteration 20F: 3 clusters Score -8179495 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -8179694.500000 Penalty: 5301.103516
	Iteration 21Q: 3 clusters Score -8179694 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -8179822.500000 Penalty: 5301.103516
	Iteration 22Q: 3 clusters Score -8179822 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -8179967.500000 Penalty: 5301.103516
	Iteration 23Q: 3 clusters Score -8179968 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -8180049.500000 Penalty: 5301.103516
	Iteration 24Q: 3 clusters Score -8180050 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8180139.500000 Penalty: 5301.103516
	Iteration 25Q: 3 clusters Score -8180140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8180228.000000 Penalty: 5301.103516
	Iteration 26Q: 3 clusters Score -8180228 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -8180290.000000 Penalty: 5301.103516
	Iteration 27Q: 3 clusters Score -8180290 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -8180362.500000 Penalty: 5301.103516
	Iteration 28Q: 3 clusters Score -8180362 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -8180413.000000 Penalty: 5301.103516
	Iteration 29Q: 3 clusters Score -8180413 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -8180436.000000 Penalty: 5301.103516
	Iteration 30Q: 3 clusters Score -8180436 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -8180494.500000 Penalty: 5301.103516
	Iteration 31Q: 3 clusters Score -8180494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -8180536.500000 Penalty: 5301.103516
	Iteration 32Q: 3 clusters Score -8180536 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -8180554.500000 Penalty: 5301.103516
	Iteration 33Q: 3 clusters Score -8180554 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8180571.000000 Penalty: 5301.103516
	Iteration 34Q: 3 clusters Score -8180571 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -8180614.500000 Penalty: 5301.103516
	Iteration 35Q: 3 clusters Score -8180614 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8180647.000000 Penalty: 5301.103516
	Iteration 36Q: 3 clusters Score -8180647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8180660.500000 Penalty: 5301.103516
	Iteration 37Q: 3 clusters Score -8180660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -8180713.500000 Penalty: 5301.103516
	Iteration 38Q: 3 clusters Score -8180714 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8180734.000000 Penalty: 5301.103516
	Iteration 39Q: 3 clusters Score -8180734 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -8180760.000000 Penalty: 5301.103516
	Iteration 40F: 3 clusters Score -8180760 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -8180780.500000 Penalty: 5301.103516
	Iteration 41Q: 3 clusters Score -8180780 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -8180824.500000 Penalty: 5301.103516
	Iteration 42Q: 3 clusters Score -8180824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8180850.000000 Penalty: 5301.103516
	Iteration 43Q: 3 clusters Score -8180850 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -8180862.000000 Penalty: 5301.103516
	Iteration 44Q: 3 clusters Score -8180862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -8180880.500000 Penalty: 5301.103516
	Iteration 45Q: 3 clusters Score -8180880 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -8180886.000000 Penalty: 5301.103516
	Iteration 46Q: 3 clusters Score -8180886 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -8180897.500000 Penalty: 5301.103516
	Iteration 47Q: 3 clusters Score -8180898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -8180922.500000 Penalty: 5301.103516
	Iteration 48Q: 3 clusters Score -8180922 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -8180943.000000 Penalty: 5301.103516
	Iteration 49Q: 3 clusters Score -8180943 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -8180974.500000 Penalty: 5301.103516
	Iteration 50Q: 3 clusters Score -8180974 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -8180983.500000 Penalty: 5301.103516
	Iteration 51Q: 3 clusters Score -8180984 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -8181015.000000 Penalty: 5301.103516
	Iteration 52Q: 3 clusters Score -8181015 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -8181037.000000 Penalty: 5301.103516
	Iteration 53Q: 3 clusters Score -8181037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -8181048.500000 Penalty: 5301.103516
	Iteration 54Q: 3 clusters Score -8181048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -8181058.500000 Penalty: 5301.103516
	Iteration 55Q: 3 clusters Score -8181058 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -8181068.500000 Penalty: 5301.103516
	Iteration 56Q: 3 clusters Score -8181068 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -8181109.500000 Penalty: 5301.103516
	Iteration 57Q: 3 clusters Score -8181110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -8181113.000000 Penalty: 5301.103516
	Iteration 58Q: 3 clusters Score -8181113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -8181106.000000 Penalty: 5301.103516
	Iteration 59Q: 3 clusters Score -8181106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -8181125.000000 Penalty: 5301.103516
	Iteration 60F: 3 clusters Score -8181125 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -8181174.500000 Penalty: 5301.103516
	Iteration 61Q: 3 clusters Score -8181174 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8181198.500000 Penalty: 5301.103516
	Iteration 62Q: 3 clusters Score -8181198 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -8181241.000000 Penalty: 5301.103516
	Iteration 63Q: 3 clusters Score -8181241 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -8181272.500000 Penalty: 5301.103516
	Iteration 64Q: 3 clusters Score -8181272 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8181303.000000 Penalty: 5301.103516
	Iteration 65Q: 3 clusters Score -8181303 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -8181329.500000 Penalty: 5301.103516
	Iteration 66Q: 3 clusters Score -8181330 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -8181351.000000 Penalty: 5301.103516
	Iteration 67Q: 3 clusters Score -8181351 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -8181382.500000 Penalty: 5301.103516
	Iteration 68Q: 3 clusters Score -8181382 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8181421.000000 Penalty: 5301.103516
	Iteration 69Q: 3 clusters Score -8181421 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -8181450.500000 Penalty: 5301.103516
	Iteration 70Q: 3 clusters Score -8181450 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -8181456.000000 Penalty: 5301.103516
	Iteration 71Q: 3 clusters Score -8181456 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8181493.000000 Penalty: 5301.103516
	Iteration 72Q: 3 clusters Score -8181493 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8181519.000000 Penalty: 5301.103516
	Iteration 73Q: 3 clusters Score -8181519 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -8181535.000000 Penalty: 5301.103516
	Iteration 74Q: 3 clusters Score -8181535 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -8181560.000000 Penalty: 5301.103516
	Iteration 75Q: 3 clusters Score -8181560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8181597.500000 Penalty: 5301.103516
	Iteration 76Q: 3 clusters Score -8181598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -8181592.500000 Penalty: 5301.103516
	Iteration 77Q: 3 clusters Score -8181592 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8181608.000000 Penalty: 5301.103516
	Iteration 78Q: 3 clusters Score -8181608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8181628.500000 Penalty: 5301.103516
	Iteration 79Q: 3 clusters Score -8181628 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8181645.000000 Penalty: 5301.103516
	Iteration 80F: 3 clusters Score -8181645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -8181658.000000 Penalty: 5301.103516
	Iteration 81Q: 3 clusters Score -8181658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -8181650.000000 Penalty: 5301.103516
	Iteration 82Q: 3 clusters Score -8181650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -8181678.000000 Penalty: 5301.103516
	Iteration 83Q: 3 clusters Score -8181678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8181689.500000 Penalty: 5301.103516
	Iteration 84Q: 3 clusters Score -8181690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -8181702.500000 Penalty: 5301.103516
	Iteration 85Q: 3 clusters Score -8181702 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8181719.000000 Penalty: 5301.103516
	Iteration 86Q: 3 clusters Score -8181719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8181723.000000 Penalty: 5301.103516
	Iteration 87Q: 3 clusters Score -8181723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8181757.000000 Penalty: 5301.103516
	Iteration 88Q: 3 clusters Score -8181757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8181764.500000 Penalty: 5301.103516
	Iteration 89Q: 3 clusters Score -8181764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -8181778.000000 Penalty: 5301.103516
	Iteration 90Q: 3 clusters Score -8181778 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8181780.000000 Penalty: 5301.103516
	Iteration 91Q: 3 clusters Score -8181780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -8181797.000000 Penalty: 5301.103516
	Iteration 92Q: 3 clusters Score -8181797 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -8181807.000000 Penalty: 5301.103516
	Iteration 93Q: 3 clusters Score -8181807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -8181847.500000 Penalty: 5301.103516
	Iteration 94Q: 3 clusters Score -8181848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8181884.500000 Penalty: 5301.103516
	Iteration 95Q: 3 clusters Score -8181884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36946 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8181919.500000 Penalty: 5301.103516
	Iteration 96Q: 3 clusters Score -8181920 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -8181941.000000 Penalty: 5301.103516
	Iteration 97Q: 3 clusters Score -8181941 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -8181968.000000 Penalty: 5301.103516
	Iteration 98Q: 3 clusters Score -8181968 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -8181982.500000 Penalty: 5301.103516
	Iteration 99Q: 3 clusters Score -8181982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8182037.000000 Penalty: 5301.103516
	Iteration 100F: 3 clusters Score -8182037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8182053.000000 Penalty: 5301.103516
	Iteration 101Q: 3 clusters Score -8182053 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -8182068.500000 Penalty: 5301.103516
	Iteration 102Q: 3 clusters Score -8182068 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -8182101.500000 Penalty: 5301.103516
	Iteration 103Q: 3 clusters Score -8182102 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -8182140.500000 Penalty: 5301.103516
	Iteration 104Q: 3 clusters Score -8182140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8182182.000000 Penalty: 5301.103516
	Iteration 105Q: 3 clusters Score -8182182 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8182197.500000 Penalty: 5301.103516
	Iteration 106Q: 3 clusters Score -8182198 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -8182205.500000 Penalty: 5301.103516
	Iteration 107Q: 3 clusters Score -8182206 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -8182225.500000 Penalty: 5301.103516
	Iteration 108Q: 3 clusters Score -8182226 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8182243.500000 Penalty: 5301.103516
	Iteration 109Q: 3 clusters Score -8182244 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8182285.500000 Penalty: 5301.103516
	Iteration 110Q: 3 clusters Score -8182286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -8182322.500000 Penalty: 5301.103516
	Iteration 111Q: 3 clusters Score -8182322 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8182354.500000 Penalty: 5301.103516
	Iteration 112Q: 3 clusters Score -8182354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8182404.000000 Penalty: 5301.103516
	Iteration 113Q: 3 clusters Score -8182404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8182425.000000 Penalty: 5301.103516
	Iteration 114Q: 3 clusters Score -8182425 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8182442.500000 Penalty: 5301.103516
	Iteration 115Q: 3 clusters Score -8182442 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -8182490.000000 Penalty: 5301.103516
	Iteration 116Q: 3 clusters Score -8182490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8182549.000000 Penalty: 5301.103516
	Iteration 117Q: 3 clusters Score -8182549 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8182550.500000 Penalty: 5301.103516
	Iteration 118Q: 3 clusters Score -8182550 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -8182574.500000 Penalty: 5301.103516
	Iteration 119Q: 3 clusters Score -8182574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8182595.000000 Penalty: 5301.103516
	Iteration 120F: 3 clusters Score -8182595 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8182640.000000 Penalty: 5301.103516
	Iteration 121Q: 3 clusters Score -8182640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8182630.000000 Penalty: 5301.103516
	Iteration 122Q: 3 clusters Score -8182630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -8182641.000000 Penalty: 5301.103516
	Iteration 123Q: 3 clusters Score -8182641 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8182650.500000 Penalty: 5301.103516
	Iteration 124Q: 3 clusters Score -8182650 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8182642.500000 Penalty: 5301.103516
	Iteration 125Q: 3 clusters Score -8182642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8182679.500000 Penalty: 5301.103516
	Iteration 126Q: 3 clusters Score -8182680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8182700.000000 Penalty: 5301.103516
	Iteration 127Q: 3 clusters Score -8182700 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8182706.500000 Penalty: 5301.103516
	Iteration 128Q: 3 clusters Score -8182706 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8182718.000000 Penalty: 5301.103516
	Iteration 129Q: 3 clusters Score -8182718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8182737.500000 Penalty: 5301.103516
	Iteration 130Q: 3 clusters Score -8182738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8182755.000000 Penalty: 5301.103516
	Iteration 131Q: 3 clusters Score -8182755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8182772.500000 Penalty: 5301.103516
	Iteration 132Q: 3 clusters Score -8182772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8182770.500000 Penalty: 5301.103516
	Iteration 133Q: 3 clusters Score -8182770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8182763.500000 Penalty: 5301.103516
	Iteration 134Q: 3 clusters Score -8182764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8182767.000000 Penalty: 5301.103516
	Iteration 135Q: 3 clusters Score -8182767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8182757.000000 Penalty: 5301.103516
	Iteration 136Q: 3 clusters Score -8182757 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8182764.500000 Penalty: 5301.103516
	Iteration 137Q: 3 clusters Score -8182764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8182779.500000 Penalty: 5301.103516
	Iteration 138Q: 3 clusters Score -8182780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8182782.000000 Penalty: 5301.103516
	Iteration 139Q: 3 clusters Score -8182782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8182781.500000 Penalty: 5301.103516
	Iteration 140F: 3 clusters Score -8182782 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -8182794.500000 Penalty: 5301.103516
	Iteration 141Q: 3 clusters Score -8182794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8182784.000000 Penalty: 5301.103516
	Iteration 142Q: 3 clusters Score -8182784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8182784.500000 Penalty: 5301.103516
	Iteration 143Q: 3 clusters Score -8182784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8182791.000000 Penalty: 5301.103516
	Iteration 144Q: 3 clusters Score -8182791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8182800.000000 Penalty: 5301.103516
	Iteration 145Q: 3 clusters Score -8182800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8182798.500000 Penalty: 5301.103516
	Iteration 146Q: 3 clusters Score -8182798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8182785.500000 Penalty: 5301.103516
	Iteration 147Q: 3 clusters Score -8182786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8182791.000000 Penalty: 5301.103516
	Iteration 148Q: 3 clusters Score -8182791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8182790.500000 Penalty: 5301.103516
	Iteration 149Q: 3 clusters Score -8182790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8182796.000000 Penalty: 5301.103516
	Iteration 150Q: 3 clusters Score -8182796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8182791.000000 Penalty: 5301.103516
	Iteration 151Q: 3 clusters Score -8182791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8182797.500000 Penalty: 5301.103516
	Iteration 152Q: 3 clusters Score -8182798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8182806.000000 Penalty: 5301.103516
	Iteration 153Q: 3 clusters Score -8182806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8182806.500000 Penalty: 5301.103516
	Iteration 154Q: 3 clusters Score -8182806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8182810.500000 Penalty: 5301.103516
	Iteration 155Q: 3 clusters Score -8182810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8182800.500000 Penalty: 5301.103516
	Iteration 156Q: 3 clusters Score -8182800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8182807.000000 Penalty: 5301.103516
	Iteration 157Q: 3 clusters Score -8182807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8182814.000000 Penalty: 5301.103516
	Iteration 158Q: 3 clusters Score -8182814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8182820.000000 Penalty: 5301.103516
	Iteration 159Q: 3 clusters Score -8182820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8182817.000000 Penalty: 5301.103516
	Iteration 160F: 3 clusters Score -8182817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8182819.500000 Penalty: 5301.103516
	Iteration 161Q: 3 clusters Score -8182820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8182812.500000 Penalty: 5301.103516
	Iteration 162Q: 3 clusters Score -8182812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -8182810.500000 Penalty: 5301.103516
	Iteration 163Q: 3 clusters Score -8182810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8182818.500000 Penalty: 5301.103516
	Iteration 164Q: 3 clusters Score -8182818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8182801.500000 Penalty: 5301.103516
	Iteration 165Q: 3 clusters Score -8182802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8182793.000000 Penalty: 5301.103516
	Iteration 166Q: 3 clusters Score -8182793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8182813.000000 Penalty: 5301.103516
	Iteration 167Q: 3 clusters Score -8182813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8182804.000000 Penalty: 5301.103516
	Iteration 168Q: 3 clusters Score -8182804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8182798.500000 Penalty: 5301.103516
	Iteration 169Q: 3 clusters Score -8182798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8182796.500000 Penalty: 5301.103516
	Iteration 170Q: 3 clusters Score -8182796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8182796.500000 Penalty: 5301.103516
	Iteration 171F: 3 clusters Score -8182796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Entering Unmasked Estep 
Score: -8242364.000000 Penalty: 2649.126709
	Iteration 0F: 2 clusters Score -8242364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -8213573.000000 Penalty: 5298.253418
	Iteration 0F: 3 clusters Score -8213573 nChanged 19986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -8224444.000000 Penalty: 5298.253418
	Iteration 1F: 3 clusters Score -8224444 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -8224940.000000 Penalty: 5298.253418
	Iteration 2Q: 3 clusters Score -8224940 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8225366.500000 Penalty: 5298.253418
	Iteration 3Q: 3 clusters Score -8225366 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8225810.500000 Penalty: 5298.253418
	Iteration 4Q: 3 clusters Score -8225810 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8226272.000000 Penalty: 5298.253418
	Iteration 5Q: 3 clusters Score -8226272 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8226903.500000 Penalty: 5298.253418
	Iteration 6Q: 3 clusters Score -8226904 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -8227830.500000 Penalty: 5298.253418
	Iteration 7Q: 3 clusters Score -8227830 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -8229059.000000 Penalty: 5298.253418
	Iteration 8Q: 3 clusters Score -8229059 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -8230751.500000 Penalty: 5298.253418
	Iteration 9F: 3 clusters Score -8230752 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -8232877.000000 Penalty: 5298.253418
	Iteration 10F: 3 clusters Score -8232877 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8235135.500000 Penalty: 5298.253418
	Iteration 11F: 3 clusters Score -8235136 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -8236976.000000 Penalty: 5298.253418
	Iteration 12F: 3 clusters Score -8236976 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -8238445.000000 Penalty: 5298.253418
	Iteration 13Q: 3 clusters Score -8238445 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -8239482.000000 Penalty: 5298.253418
	Iteration 14Q: 3 clusters Score -8239482 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8240155.500000 Penalty: 5298.253418
	Iteration 15Q: 3 clusters Score -8240156 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -8240630.500000 Penalty: 5298.253418
	Iteration 16Q: 3 clusters Score -8240630 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8240914.000000 Penalty: 5298.253418
	Iteration 17Q: 3 clusters Score -8240914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -8241115.500000 Penalty: 5298.253418
	Iteration 18Q: 3 clusters Score -8241116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -8241262.500000 Penalty: 5298.253418
	Iteration 19Q: 3 clusters Score -8241262 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -8241399.000000 Penalty: 5298.253418
	Iteration 20F: 3 clusters Score -8241399 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8241517.500000 Penalty: 5298.253418
	Iteration 21Q: 3 clusters Score -8241518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -8241630.000000 Penalty: 5298.253418
	Iteration 22Q: 3 clusters Score -8241630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -8241735.000000 Penalty: 5298.253418
	Iteration 23Q: 3 clusters Score -8241735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8241814.500000 Penalty: 5298.253418
	Iteration 24Q: 3 clusters Score -8241814 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8241881.500000 Penalty: 5298.253418
	Iteration 25Q: 3 clusters Score -8241882 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8241939.500000 Penalty: 5298.253418
	Iteration 26Q: 3 clusters Score -8241940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8242005.000000 Penalty: 5298.253418
	Iteration 27Q: 3 clusters Score -8242005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8242061.000000 Penalty: 5298.253418
	Iteration 28Q: 3 clusters Score -8242061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8242101.000000 Penalty: 5298.253418
	Iteration 29Q: 3 clusters Score -8242101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8242169.000000 Penalty: 5298.253418
	Iteration 30Q: 3 clusters Score -8242169 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8242211.500000 Penalty: 5298.253418
	Iteration 31Q: 3 clusters Score -8242212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8242249.000000 Penalty: 5298.253418
	Iteration 32Q: 3 clusters Score -8242249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8242280.000000 Penalty: 5298.253418
	Iteration 33Q: 3 clusters Score -8242280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8242297.000000 Penalty: 5298.253418
	Iteration 34Q: 3 clusters Score -8242297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8242313.000000 Penalty: 5298.253418
	Iteration 35Q: 3 clusters Score -8242313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8242349.500000 Penalty: 5298.253418
	Iteration 36Q: 3 clusters Score -8242350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8242386.000000 Penalty: 5298.253418
	Iteration 37Q: 3 clusters Score -8242386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8242410.000000 Penalty: 5298.253418
	Iteration 38Q: 3 clusters Score -8242410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8242439.500000 Penalty: 5298.253418
	Iteration 39Q: 3 clusters Score -8242440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8242472.000000 Penalty: 5298.253418
	Iteration 40F: 3 clusters Score -8242472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -8242517.500000 Penalty: 5298.253418
	Iteration 41Q: 3 clusters Score -8242518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8242535.500000 Penalty: 5298.253418
	Iteration 42Q: 3 clusters Score -8242536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8242547.000000 Penalty: 5298.253418
	Iteration 43Q: 3 clusters Score -8242547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8242569.000000 Penalty: 5298.253418
	Iteration 44Q: 3 clusters Score -8242569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8242573.500000 Penalty: 5298.253418
	Iteration 45Q: 3 clusters Score -8242574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -8242583.500000 Penalty: 5298.253418
	Iteration 46Q: 3 clusters Score -8242584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8242605.000000 Penalty: 5298.253418
	Iteration 47Q: 3 clusters Score -8242605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8242626.500000 Penalty: 5298.253418
	Iteration 48Q: 3 clusters Score -8242626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8242647.000000 Penalty: 5298.253418
	Iteration 49Q: 3 clusters Score -8242647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8242660.000000 Penalty: 5298.253418
	Iteration 50Q: 3 clusters Score -8242660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8242671.500000 Penalty: 5298.253418
	Iteration 51Q: 3 clusters Score -8242672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8242693.500000 Penalty: 5298.253418
	Iteration 52Q: 3 clusters Score -8242694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8242693.500000 Penalty: 5298.253418
	Iteration 53F: 3 clusters Score -8242694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 41027 members 
Mstep: Class 4 contains 41649 members 
Mstep: Class 5 contains 42258 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28762 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 39793 members 
Mstep: Class 17 contains 48314 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28772 members 
Mstep: Class 23 contains 45632 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 27884 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 40723 members 
Mstep: Class 28 contains 40336 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48206 members 
Mstep: Class 31 contains 43323 members 
Entering Unmasked Estep 
Score: -137144768.000000 Penalty: 103966.859375
Splitting cluster 2 changes total score from -137144592.000000 to -137144768.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 3 (41027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Entering Unmasked Estep 
Score: -7659394.000000 Penalty: 2634.252441
	Iteration 0F: 2 clusters Score -7659394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7631809.000000 Penalty: 5268.504883
	Iteration 0F: 3 clusters Score -7631809 nChanged 18668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -7641886.500000 Penalty: 5268.504883
	Iteration 1F: 3 clusters Score -7641886 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -7642336.500000 Penalty: 5268.504883
	Iteration 2Q: 3 clusters Score -7642336 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -7642815.000000 Penalty: 5268.504883
	Iteration 3Q: 3 clusters Score -7642815 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7643306.000000 Penalty: 5268.504883
	Iteration 4Q: 3 clusters Score -7643306 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7644023.500000 Penalty: 5268.504883
	Iteration 5Q: 3 clusters Score -7644024 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7645052.500000 Penalty: 5268.504883
	Iteration 6Q: 3 clusters Score -7645052 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -7646690.500000 Penalty: 5268.504883
	Iteration 7F: 3 clusters Score -7646690 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -7648741.000000 Penalty: 5268.504883
	Iteration 8F: 3 clusters Score -7648741 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -7650970.000000 Penalty: 5268.504883
	Iteration 9F: 3 clusters Score -7650970 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -7652542.000000 Penalty: 5268.504883
	Iteration 10F: 3 clusters Score -7652542 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -7653429.500000 Penalty: 5268.504883
	Iteration 11Q: 3 clusters Score -7653430 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -7654032.000000 Penalty: 5268.504883
	Iteration 12Q: 3 clusters Score -7654032 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -7654583.500000 Penalty: 5268.504883
	Iteration 13Q: 3 clusters Score -7654584 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -7655246.500000 Penalty: 5268.504883
	Iteration 14Q: 3 clusters Score -7655246 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -7655857.500000 Penalty: 5268.504883
	Iteration 15Q: 3 clusters Score -7655858 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -7656362.000000 Penalty: 5268.504883
	Iteration 16Q: 3 clusters Score -7656362 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -7656718.000000 Penalty: 5268.504883
	Iteration 17Q: 3 clusters Score -7656718 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -7656972.000000 Penalty: 5268.504883
	Iteration 18Q: 3 clusters Score -7656972 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7657166.000000 Penalty: 5268.504883
	Iteration 19Q: 3 clusters Score -7657166 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7657313.500000 Penalty: 5268.504883
	Iteration 20F: 3 clusters Score -7657314 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -7657420.500000 Penalty: 5268.504883
	Iteration 21Q: 3 clusters Score -7657420 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7657530.500000 Penalty: 5268.504883
	Iteration 22Q: 3 clusters Score -7657530 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -7657641.500000 Penalty: 5268.504883
	Iteration 23Q: 3 clusters Score -7657642 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7657688.500000 Penalty: 5268.504883
	Iteration 24Q: 3 clusters Score -7657688 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7657750.000000 Penalty: 5268.504883
	Iteration 25Q: 3 clusters Score -7657750 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -7657791.500000 Penalty: 5268.504883
	Iteration 26Q: 3 clusters Score -7657792 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7657808.500000 Penalty: 5268.504883
	Iteration 27Q: 3 clusters Score -7657808 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -7657839.000000 Penalty: 5268.504883
	Iteration 28Q: 3 clusters Score -7657839 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7657898.000000 Penalty: 5268.504883
	Iteration 29Q: 3 clusters Score -7657898 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -7657918.500000 Penalty: 5268.504883
	Iteration 30Q: 3 clusters Score -7657918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -7657917.500000 Penalty: 5268.504883
	Iteration 31Q: 3 clusters Score -7657918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -7657957.000000 Penalty: 5268.504883
	Iteration 32Q: 3 clusters Score -7657957 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7657968.000000 Penalty: 5268.504883
	Iteration 33Q: 3 clusters Score -7657968 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -7657982.500000 Penalty: 5268.504883
	Iteration 34Q: 3 clusters Score -7657982 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -7658011.000000 Penalty: 5268.504883
	Iteration 35Q: 3 clusters Score -7658011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -7658011.500000 Penalty: 5268.504883
	Iteration 36Q: 3 clusters Score -7658012 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -7658024.000000 Penalty: 5268.504883
	Iteration 37Q: 3 clusters Score -7658024 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -7658026.500000 Penalty: 5268.504883
	Iteration 38Q: 3 clusters Score -7658026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -7658019.000000 Penalty: 5268.504883
	Iteration 39Q: 3 clusters Score -7658019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7658035.500000 Penalty: 5268.504883
	Iteration 40F: 3 clusters Score -7658036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -7658060.000000 Penalty: 5268.504883
	Iteration 41Q: 3 clusters Score -7658060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -7658052.000000 Penalty: 5268.504883
	Iteration 42Q: 3 clusters Score -7658052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7658055.500000 Penalty: 5268.504883
	Iteration 43Q: 3 clusters Score -7658056 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7658043.000000 Penalty: 5268.504883
	Iteration 44Q: 3 clusters Score -7658043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -7658055.000000 Penalty: 5268.504883
	Iteration 45Q: 3 clusters Score -7658055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -7658047.500000 Penalty: 5268.504883
	Iteration 46Q: 3 clusters Score -7658048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -7658057.000000 Penalty: 5268.504883
	Iteration 47Q: 3 clusters Score -7658057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -7658070.000000 Penalty: 5268.504883
	Iteration 48Q: 3 clusters Score -7658070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -7658075.000000 Penalty: 5268.504883
	Iteration 49Q: 3 clusters Score -7658075 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7658090.500000 Penalty: 5268.504883
	Iteration 50Q: 3 clusters Score -7658090 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -7658094.000000 Penalty: 5268.504883
	Iteration 51Q: 3 clusters Score -7658094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -7658099.500000 Penalty: 5268.504883
	Iteration 52Q: 3 clusters Score -7658100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -7658087.000000 Penalty: 5268.504883
	Iteration 53Q: 3 clusters Score -7658087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -7658084.500000 Penalty: 5268.504883
	Iteration 54Q: 3 clusters Score -7658084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7658096.000000 Penalty: 5268.504883
	Iteration 55Q: 3 clusters Score -7658096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -7658095.500000 Penalty: 5268.504883
	Iteration 56Q: 3 clusters Score -7658096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -7658099.500000 Penalty: 5268.504883
	Iteration 57Q: 3 clusters Score -7658100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7658107.000000 Penalty: 5268.504883
	Iteration 58Q: 3 clusters Score -7658107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -7658097.500000 Penalty: 5268.504883
	Iteration 59Q: 3 clusters Score -7658098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -7658107.000000 Penalty: 5268.504883
	Iteration 60F: 3 clusters Score -7658107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -7658105.500000 Penalty: 5268.504883
	Iteration 61Q: 3 clusters Score -7658106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7658107.500000 Penalty: 5268.504883
	Iteration 62Q: 3 clusters Score -7658108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7658111.500000 Penalty: 5268.504883
	Iteration 63Q: 3 clusters Score -7658112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7658116.000000 Penalty: 5268.504883
	Iteration 64Q: 3 clusters Score -7658116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -7658100.500000 Penalty: 5268.504883
	Iteration 65Q: 3 clusters Score -7658100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -7658104.000000 Penalty: 5268.504883
	Iteration 66Q: 3 clusters Score -7658104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7658101.000000 Penalty: 5268.504883
	Iteration 67Q: 3 clusters Score -7658101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -7658096.500000 Penalty: 5268.504883
	Iteration 68Q: 3 clusters Score -7658096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -7658104.500000 Penalty: 5268.504883
	Iteration 69Q: 3 clusters Score -7658104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -7658112.000000 Penalty: 5268.504883
	Iteration 70Q: 3 clusters Score -7658112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -7658115.500000 Penalty: 5268.504883
	Iteration 71Q: 3 clusters Score -7658116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -7658110.000000 Penalty: 5268.504883
	Iteration 72Q: 3 clusters Score -7658110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7658108.500000 Penalty: 5268.504883
	Iteration 73Q: 3 clusters Score -7658108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -7658113.000000 Penalty: 5268.504883
	Iteration 74Q: 3 clusters Score -7658113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -7658112.000000 Penalty: 5268.504883
	Iteration 75Q: 3 clusters Score -7658112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7658114.000000 Penalty: 5268.504883
	Iteration 76Q: 3 clusters Score -7658114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7658117.000000 Penalty: 5268.504883
	Iteration 77Q: 3 clusters Score -7658117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7658101.500000 Penalty: 5268.504883
	Iteration 78Q: 3 clusters Score -7658102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7658115.500000 Penalty: 5268.504883
	Iteration 79Q: 3 clusters Score -7658116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -7658113.500000 Penalty: 5268.504883
	Iteration 80F: 3 clusters Score -7658114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -7658112.500000 Penalty: 5268.504883
	Iteration 81Q: 3 clusters Score -7658112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7658119.000000 Penalty: 5268.504883
	Iteration 82Q: 3 clusters Score -7658119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7658118.000000 Penalty: 5268.504883
	Iteration 83Q: 3 clusters Score -7658118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -7658112.500000 Penalty: 5268.504883
	Iteration 84Q: 3 clusters Score -7658112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7658108.000000 Penalty: 5268.504883
	Iteration 85Q: 3 clusters Score -7658108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -7658096.000000 Penalty: 5268.504883
	Iteration 86Q: 3 clusters Score -7658096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -7658099.500000 Penalty: 5268.504883
	Iteration 87Q: 3 clusters Score -7658100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -7658102.000000 Penalty: 5268.504883
	Iteration 88Q: 3 clusters Score -7658102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -7658098.000000 Penalty: 5268.504883
	Iteration 89Q: 3 clusters Score -7658098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7658099.000000 Penalty: 5268.504883
	Iteration 90Q: 3 clusters Score -7658099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7658098.000000 Penalty: 5268.504883
	Iteration 91Q: 3 clusters Score -7658098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7658098.000000 Penalty: 5268.504883
	Iteration 92F: 3 clusters Score -7658098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Entering Unmasked Estep 
Score: -7765056.000000 Penalty: 2637.984131
	Iteration 0F: 2 clusters Score -7765056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7736979.000000 Penalty: 5275.968262
	Iteration 0F: 3 clusters Score -7736979 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7747955.500000 Penalty: 5275.968262
	Iteration 1F: 3 clusters Score -7747956 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7748870.000000 Penalty: 5275.968262
	Iteration 2Q: 3 clusters Score -7748870 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -7750054.000000 Penalty: 5275.968262
	Iteration 3F: 3 clusters Score -7750054 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -7751638.500000 Penalty: 5275.968262
	Iteration 4F: 3 clusters Score -7751638 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -7753661.000000 Penalty: 5275.968262
	Iteration 5F: 3 clusters Score -7753661 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -7756223.500000 Penalty: 5275.968262
	Iteration 6F: 3 clusters Score -7756224 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7758696.500000 Penalty: 5275.968262
	Iteration 7F: 3 clusters Score -7758696 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -7760352.000000 Penalty: 5275.968262
	Iteration 8Q: 3 clusters Score -7760352 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -7760975.000000 Penalty: 5275.968262
	Iteration 9Q: 3 clusters Score -7760975 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -7761214.500000 Penalty: 5275.968262
	Iteration 10Q: 3 clusters Score -7761214 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7761385.500000 Penalty: 5275.968262
	Iteration 11Q: 3 clusters Score -7761386 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -7761523.500000 Penalty: 5275.968262
	Iteration 12Q: 3 clusters Score -7761524 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -7761646.500000 Penalty: 5275.968262
	Iteration 13Q: 3 clusters Score -7761646 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7761716.000000 Penalty: 5275.968262
	Iteration 14Q: 3 clusters Score -7761716 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -7761818.500000 Penalty: 5275.968262
	Iteration 15Q: 3 clusters Score -7761818 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -7761887.000000 Penalty: 5275.968262
	Iteration 16Q: 3 clusters Score -7761887 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -7761978.500000 Penalty: 5275.968262
	Iteration 17Q: 3 clusters Score -7761978 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7762043.500000 Penalty: 5275.968262
	Iteration 18Q: 3 clusters Score -7762044 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -7762095.000000 Penalty: 5275.968262
	Iteration 19Q: 3 clusters Score -7762095 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -7762167.500000 Penalty: 5275.968262
	Iteration 20F: 3 clusters Score -7762168 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7762224.000000 Penalty: 5275.968262
	Iteration 21Q: 3 clusters Score -7762224 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -7762299.500000 Penalty: 5275.968262
	Iteration 22Q: 3 clusters Score -7762300 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7762346.500000 Penalty: 5275.968262
	Iteration 23Q: 3 clusters Score -7762346 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -7762380.000000 Penalty: 5275.968262
	Iteration 24Q: 3 clusters Score -7762380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7762423.500000 Penalty: 5275.968262
	Iteration 25Q: 3 clusters Score -7762424 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7762477.000000 Penalty: 5275.968262
	Iteration 26Q: 3 clusters Score -7762477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 36533 members 
Entering Unmasked Estep 
Score: -7762518.000000 Penalty: 5275.968262
	Iteration 27Q: 3 clusters Score -7762518 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -7762556.500000 Penalty: 5275.968262
	Iteration 28Q: 3 clusters Score -7762556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7762585.000000 Penalty: 5275.968262
	Iteration 29Q: 3 clusters Score -7762585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -7762616.500000 Penalty: 5275.968262
	Iteration 30Q: 3 clusters Score -7762616 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7762625.500000 Penalty: 5275.968262
	Iteration 31Q: 3 clusters Score -7762626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -7762648.000000 Penalty: 5275.968262
	Iteration 32Q: 3 clusters Score -7762648 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7762681.000000 Penalty: 5275.968262
	Iteration 33Q: 3 clusters Score -7762681 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7762698.500000 Penalty: 5275.968262
	Iteration 34Q: 3 clusters Score -7762698 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7762705.000000 Penalty: 5275.968262
	Iteration 35Q: 3 clusters Score -7762705 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -7762734.500000 Penalty: 5275.968262
	Iteration 36Q: 3 clusters Score -7762734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7762743.000000 Penalty: 5275.968262
	Iteration 37Q: 3 clusters Score -7762743 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -7762762.500000 Penalty: 5275.968262
	Iteration 38Q: 3 clusters Score -7762762 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -7762780.500000 Penalty: 5275.968262
	Iteration 39Q: 3 clusters Score -7762780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7762813.500000 Penalty: 5275.968262
	Iteration 40F: 3 clusters Score -7762814 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -7762820.000000 Penalty: 5275.968262
	Iteration 41Q: 3 clusters Score -7762820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -7762845.000000 Penalty: 5275.968262
	Iteration 42Q: 3 clusters Score -7762845 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -7762853.500000 Penalty: 5275.968262
	Iteration 43Q: 3 clusters Score -7762854 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -7762867.000000 Penalty: 5275.968262
	Iteration 44Q: 3 clusters Score -7762867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -7762875.500000 Penalty: 5275.968262
	Iteration 45Q: 3 clusters Score -7762876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7762892.500000 Penalty: 5275.968262
	Iteration 46Q: 3 clusters Score -7762892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -7762906.500000 Penalty: 5275.968262
	Iteration 47Q: 3 clusters Score -7762906 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7762921.000000 Penalty: 5275.968262
	Iteration 48Q: 3 clusters Score -7762921 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -7762940.500000 Penalty: 5275.968262
	Iteration 49Q: 3 clusters Score -7762940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -7762962.500000 Penalty: 5275.968262
	Iteration 50Q: 3 clusters Score -7762962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7762970.500000 Penalty: 5275.968262
	Iteration 51Q: 3 clusters Score -7762970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7762996.000000 Penalty: 5275.968262
	Iteration 52Q: 3 clusters Score -7762996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -7763014.000000 Penalty: 5275.968262
	Iteration 53Q: 3 clusters Score -7763014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7763025.000000 Penalty: 5275.968262
	Iteration 54Q: 3 clusters Score -7763025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7763033.500000 Penalty: 5275.968262
	Iteration 55Q: 3 clusters Score -7763034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7763041.500000 Penalty: 5275.968262
	Iteration 56Q: 3 clusters Score -7763042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -7763057.500000 Penalty: 5275.968262
	Iteration 57Q: 3 clusters Score -7763058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -7763056.500000 Penalty: 5275.968262
	Iteration 58Q: 3 clusters Score -7763056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -7763054.500000 Penalty: 5275.968262
	Iteration 59Q: 3 clusters Score -7763054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -7763063.500000 Penalty: 5275.968262
	Iteration 60F: 3 clusters Score -7763064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7763069.000000 Penalty: 5275.968262
	Iteration 61Q: 3 clusters Score -7763069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7763072.000000 Penalty: 5275.968262
	Iteration 62Q: 3 clusters Score -7763072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7763070.000000 Penalty: 5275.968262
	Iteration 63Q: 3 clusters Score -7763070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7763073.500000 Penalty: 5275.968262
	Iteration 64Q: 3 clusters Score -7763074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7763078.500000 Penalty: 5275.968262
	Iteration 65Q: 3 clusters Score -7763078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7763101.000000 Penalty: 5275.968262
	Iteration 66Q: 3 clusters Score -7763101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -7763104.000000 Penalty: 5275.968262
	Iteration 67Q: 3 clusters Score -7763104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -7763111.000000 Penalty: 5275.968262
	Iteration 68Q: 3 clusters Score -7763111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7763117.500000 Penalty: 5275.968262
	Iteration 69Q: 3 clusters Score -7763118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7763131.000000 Penalty: 5275.968262
	Iteration 70Q: 3 clusters Score -7763131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7763117.500000 Penalty: 5275.968262
	Iteration 71Q: 3 clusters Score -7763118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7763115.500000 Penalty: 5275.968262
	Iteration 72Q: 3 clusters Score -7763116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 39131 members 
Entering Unmasked Estep 
Score: -7763126.500000 Penalty: 5275.968262
	Iteration 73Q: 3 clusters Score -7763126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7763131.500000 Penalty: 5275.968262
	Iteration 74Q: 3 clusters Score -7763132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7763131.000000 Penalty: 5275.968262
	Iteration 75Q: 3 clusters Score -7763131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -7763135.000000 Penalty: 5275.968262
	Iteration 76Q: 3 clusters Score -7763135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 39167 members 
Entering Unmasked Estep 
Score: -7763131.500000 Penalty: 5275.968262
	Iteration 77Q: 3 clusters Score -7763132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7763138.500000 Penalty: 5275.968262
	Iteration 78Q: 3 clusters Score -7763138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -7763138.000000 Penalty: 5275.968262
	Iteration 79Q: 3 clusters Score -7763138 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -7763143.500000 Penalty: 5275.968262
	Iteration 80F: 3 clusters Score -7763144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -7763150.500000 Penalty: 5275.968262
	Iteration 81Q: 3 clusters Score -7763150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7763158.000000 Penalty: 5275.968262
	Iteration 82Q: 3 clusters Score -7763158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7763160.000000 Penalty: 5275.968262
	Iteration 83Q: 3 clusters Score -7763160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -7763158.000000 Penalty: 5275.968262
	Iteration 84Q: 3 clusters Score -7763158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -7763157.500000 Penalty: 5275.968262
	Iteration 85Q: 3 clusters Score -7763158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7763157.000000 Penalty: 5275.968262
	Iteration 86Q: 3 clusters Score -7763157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7763157.000000 Penalty: 5275.968262
	Iteration 87Q: 3 clusters Score -7763157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7763152.500000 Penalty: 5275.968262
	Iteration 88Q: 3 clusters Score -7763152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7763152.500000 Penalty: 5275.968262
	Iteration 89F: 3 clusters Score -7763152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Entering Unmasked Estep 
Score: -7827723.000000 Penalty: 2641.584229
	Iteration 0F: 2 clusters Score -7827723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -7799169.000000 Penalty: 5283.168457
	Iteration 0F: 3 clusters Score -7799169 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -7809778.000000 Penalty: 5283.168457
	Iteration 1F: 3 clusters Score -7809778 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -7810379.500000 Penalty: 5283.168457
	Iteration 2Q: 3 clusters Score -7810380 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -7811006.500000 Penalty: 5283.168457
	Iteration 3Q: 3 clusters Score -7811006 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -7811943.000000 Penalty: 5283.168457
	Iteration 4Q: 3 clusters Score -7811943 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -7813250.500000 Penalty: 5283.168457
	Iteration 5F: 3 clusters Score -7813250 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -7815430.000000 Penalty: 5283.168457
	Iteration 6F: 3 clusters Score -7815430 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -7818542.000000 Penalty: 5283.168457
	Iteration 7F: 3 clusters Score -7818542 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7821788.500000 Penalty: 5283.168457
	Iteration 8F: 3 clusters Score -7821788 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7823881.500000 Penalty: 5283.168457
	Iteration 9F: 3 clusters Score -7823882 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7824829.000000 Penalty: 5283.168457
	Iteration 10Q: 3 clusters Score -7824829 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -7825141.500000 Penalty: 5283.168457
	Iteration 11Q: 3 clusters Score -7825142 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7825289.000000 Penalty: 5283.168457
	Iteration 12Q: 3 clusters Score -7825289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7825368.500000 Penalty: 5283.168457
	Iteration 13Q: 3 clusters Score -7825368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7825403.000000 Penalty: 5283.168457
	Iteration 14Q: 3 clusters Score -7825403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7825432.000000 Penalty: 5283.168457
	Iteration 15Q: 3 clusters Score -7825432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7825447.500000 Penalty: 5283.168457
	Iteration 16Q: 3 clusters Score -7825448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7825477.500000 Penalty: 5283.168457
	Iteration 17Q: 3 clusters Score -7825478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -7825495.000000 Penalty: 5283.168457
	Iteration 18Q: 3 clusters Score -7825495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7825512.000000 Penalty: 5283.168457
	Iteration 19Q: 3 clusters Score -7825512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -7825511.000000 Penalty: 5283.168457
	Iteration 20F: 3 clusters Score -7825511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7825527.500000 Penalty: 5283.168457
	Iteration 21Q: 3 clusters Score -7825528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7825527.500000 Penalty: 5283.168457
	Iteration 22F: 3 clusters Score -7825528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92316.445312 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92316.45 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92606.570312 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92606.57 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -92756.406250 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92756.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -92855.929688 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -92855.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -92912.250000 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92912.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -92968.921875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92968.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -92996.515625 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92996.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93012.414062 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -93012.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -93032.953125 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -93032.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93039.976562 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93039.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -93052.117188 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -93052.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -93068.312500 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -93068.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93082.132812 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -93082.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -93099.992188 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -93099.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -93106.210938 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -93106.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93111.437500 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -93111.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -93116.859375 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -93116.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -93127.226562 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -93127.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -93136.359375 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -93136.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93145.703125 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -93145.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93157.460938 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -93157.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93159.335938 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -93159.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93161.734375 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -93161.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93161.734375 Penalty: 3199.433350
	Iteration 23F: 3 clusters Score -93161.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183136.015625 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181165.812500 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181165.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -181490.375000 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181490.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -181629.656250 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181629.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181721.437500 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -181721.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181795.031250 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -181795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -181856.015625 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -181856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -181906.906250 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -181906.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -181959.703125 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -181959.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -182010.734375 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182010.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -182092.953125 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182093 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -182187.359375 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182187.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -182291.890625 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182291.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -182382.859375 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -182382.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -182446.859375 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -182446.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182501.859375 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -182501.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -182574.890625 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -182574.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182652.640625 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -182652.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -182711.140625 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -182711.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -182776.000000 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -182776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -182885.015625 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -182885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -183024.359375 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -183024.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -183196.937500 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -183196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -183290.015625 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -183290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -183412.031250 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -183412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -183630.015625 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -183630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -183672.250000 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -183672.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -183676.218750 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -183676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -183676.218750 Penalty: 3450.446533
	Iteration 27F: 3 clusters Score -183676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 41027 members 
Mstep: Class 4 contains 41649 members 
Mstep: Class 5 contains 42258 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 551 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28762 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 39793 members 
Mstep: Class 17 contains 48314 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28772 members 
Mstep: Class 23 contains 45632 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 27884 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 40723 members 
Mstep: Class 28 contains 40336 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48206 members 
Mstep: Class 31 contains 43323 members 
Mstep: Class 32 contains 499 members 
Entering Unmasked Estep 
Score: -137143744.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137144592.000000 to -137143744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Entering Unmasked Estep 
Score: -1052212.750000 Penalty: 2142.310547
	Iteration 0F: 2 clusters Score -1052213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1047324.000000 Penalty: 4284.621094
	Iteration 0F: 3 clusters Score -1047324 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1048489.375000 Penalty: 4284.621094
	Iteration 1F: 3 clusters Score -1048489 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1048680.125000 Penalty: 4284.621094
	Iteration 2F: 3 clusters Score -1048680 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1048797.375000 Penalty: 4284.621094
	Iteration 3Q: 3 clusters Score -1048797 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1048893.000000 Penalty: 4284.621094
	Iteration 4Q: 3 clusters Score -1048893 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1048980.625000 Penalty: 4284.621094
	Iteration 5Q: 3 clusters Score -1048981 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1049056.250000 Penalty: 4284.621094
	Iteration 6Q: 3 clusters Score -1049056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1049126.000000 Penalty: 4284.621094
	Iteration 7Q: 3 clusters Score -1049126 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1049184.000000 Penalty: 4284.621094
	Iteration 8Q: 3 clusters Score -1049184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1049231.750000 Penalty: 4284.621094
	Iteration 9Q: 3 clusters Score -1049232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1049272.625000 Penalty: 4284.621094
	Iteration 10Q: 3 clusters Score -1049273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1049306.125000 Penalty: 4284.621094
	Iteration 11Q: 3 clusters Score -1049306 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1049342.625000 Penalty: 4284.621094
	Iteration 12Q: 3 clusters Score -1049343 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1049372.500000 Penalty: 4284.621094
	Iteration 13Q: 3 clusters Score -1049372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1049403.500000 Penalty: 4284.621094
	Iteration 14Q: 3 clusters Score -1049404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1049432.125000 Penalty: 4284.621094
	Iteration 15Q: 3 clusters Score -1049432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1049459.375000 Penalty: 4284.621094
	Iteration 16Q: 3 clusters Score -1049459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1049490.250000 Penalty: 4284.621094
	Iteration 17Q: 3 clusters Score -1049490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1049527.875000 Penalty: 4284.621094
	Iteration 18Q: 3 clusters Score -1049528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1049568.250000 Penalty: 4284.621094
	Iteration 19Q: 3 clusters Score -1049568 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1049621.250000 Penalty: 4284.621094
	Iteration 20F: 3 clusters Score -1049621 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1049686.625000 Penalty: 4284.621094
	Iteration 21Q: 3 clusters Score -1049687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1049751.500000 Penalty: 4284.621094
	Iteration 22Q: 3 clusters Score -1049752 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1049813.625000 Penalty: 4284.621094
	Iteration 23Q: 3 clusters Score -1049814 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1049873.125000 Penalty: 4284.621094
	Iteration 24Q: 3 clusters Score -1049873 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1049924.500000 Penalty: 4284.621094
	Iteration 25Q: 3 clusters Score -1049924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1049972.875000 Penalty: 4284.621094
	Iteration 26Q: 3 clusters Score -1049973 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1050016.875000 Penalty: 4284.621094
	Iteration 27Q: 3 clusters Score -1050017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1050050.250000 Penalty: 4284.621094
	Iteration 28Q: 3 clusters Score -1050050 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1050097.125000 Penalty: 4284.621094
	Iteration 29Q: 3 clusters Score -1050097 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1050135.750000 Penalty: 4284.621094
	Iteration 30Q: 3 clusters Score -1050136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1050168.000000 Penalty: 4284.621094
	Iteration 31Q: 3 clusters Score -1050168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1050197.625000 Penalty: 4284.621094
	Iteration 32Q: 3 clusters Score -1050198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1050220.750000 Penalty: 4284.621094
	Iteration 33Q: 3 clusters Score -1050221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1050240.375000 Penalty: 4284.621094
	Iteration 34Q: 3 clusters Score -1050240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1050264.000000 Penalty: 4284.621094
	Iteration 35Q: 3 clusters Score -1050264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1050285.500000 Penalty: 4284.621094
	Iteration 36Q: 3 clusters Score -1050286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1050298.375000 Penalty: 4284.621094
	Iteration 37Q: 3 clusters Score -1050298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1050310.000000 Penalty: 4284.621094
	Iteration 38Q: 3 clusters Score -1050310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1050315.625000 Penalty: 4284.621094
	Iteration 39Q: 3 clusters Score -1050316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1050320.625000 Penalty: 4284.621094
	Iteration 40F: 3 clusters Score -1050321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1050326.000000 Penalty: 4284.621094
	Iteration 41Q: 3 clusters Score -1050326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1050327.375000 Penalty: 4284.621094
	Iteration 42Q: 3 clusters Score -1050327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1050330.000000 Penalty: 4284.621094
	Iteration 43Q: 3 clusters Score -1050330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1050331.500000 Penalty: 4284.621094
	Iteration 44Q: 3 clusters Score -1050332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1050334.625000 Penalty: 4284.621094
	Iteration 45Q: 3 clusters Score -1050335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1050339.000000 Penalty: 4284.621094
	Iteration 46Q: 3 clusters Score -1050339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1050340.625000 Penalty: 4284.621094
	Iteration 47Q: 3 clusters Score -1050341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1050344.500000 Penalty: 4284.621094
	Iteration 48Q: 3 clusters Score -1050344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1050345.750000 Penalty: 4284.621094
	Iteration 49Q: 3 clusters Score -1050346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1050348.625000 Penalty: 4284.621094
	Iteration 50Q: 3 clusters Score -1050349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1050349.500000 Penalty: 4284.621094
	Iteration 51Q: 3 clusters Score -1050350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1050351.125000 Penalty: 4284.621094
	Iteration 52Q: 3 clusters Score -1050351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1050355.500000 Penalty: 4284.621094
	Iteration 53Q: 3 clusters Score -1050356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1050358.250000 Penalty: 4284.621094
	Iteration 54Q: 3 clusters Score -1050358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1050360.000000 Penalty: 4284.621094
	Iteration 55Q: 3 clusters Score -1050360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1050360.500000 Penalty: 4284.621094
	Iteration 56Q: 3 clusters Score -1050360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1050360.625000 Penalty: 4284.621094
	Iteration 57Q: 3 clusters Score -1050361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1050361.750000 Penalty: 4284.621094
	Iteration 58Q: 3 clusters Score -1050362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1050363.500000 Penalty: 4284.621094
	Iteration 59Q: 3 clusters Score -1050364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1050365.000000 Penalty: 4284.621094
	Iteration 60F: 3 clusters Score -1050365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Entering Unmasked Estep 
Score: -8704876.000000 Penalty: 2663.879395
	Iteration 0F: 2 clusters Score -8704876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8674801.000000 Penalty: 5327.758789
	Iteration 0F: 3 clusters Score -8674801 nChanged 21301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8686637.000000 Penalty: 5327.758789
	Iteration 1F: 3 clusters Score -8686637 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -8687212.000000 Penalty: 5327.758789
	Iteration 2Q: 3 clusters Score -8687212 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -8687840.000000 Penalty: 5327.758789
	Iteration 3Q: 3 clusters Score -8687840 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -8688702.000000 Penalty: 5327.758789
	Iteration 4Q: 3 clusters Score -8688702 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -8690043.000000 Penalty: 5327.758789
	Iteration 5F: 3 clusters Score -8690043 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -8692282.000000 Penalty: 5327.758789
	Iteration 6F: 3 clusters Score -8692282 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8695256.000000 Penalty: 5327.758789
	Iteration 7F: 3 clusters Score -8695256 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8698709.000000 Penalty: 5327.758789
	Iteration 8F: 3 clusters Score -8698709 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8700993.000000 Penalty: 5327.758789
	Iteration 9F: 3 clusters Score -8700993 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8702050.000000 Penalty: 5327.758789
	Iteration 10Q: 3 clusters Score -8702050 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8702355.000000 Penalty: 5327.758789
	Iteration 11Q: 3 clusters Score -8702355 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8702460.000000 Penalty: 5327.758789
	Iteration 12Q: 3 clusters Score -8702460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8702514.000000 Penalty: 5327.758789
	Iteration 13Q: 3 clusters Score -8702514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8702533.000000 Penalty: 5327.758789
	Iteration 14Q: 3 clusters Score -8702533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8702547.000000 Penalty: 5327.758789
	Iteration 15Q: 3 clusters Score -8702547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8702556.000000 Penalty: 5327.758789
	Iteration 16Q: 3 clusters Score -8702556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8702567.000000 Penalty: 5327.758789
	Iteration 17Q: 3 clusters Score -8702567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8702573.000000 Penalty: 5327.758789
	Iteration 18Q: 3 clusters Score -8702573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8702572.000000 Penalty: 5327.758789
	Iteration 19Q: 3 clusters Score -8702572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8702581.000000 Penalty: 5327.758789
	Iteration 20F: 3 clusters Score -8702581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8702592.000000 Penalty: 5327.758789
	Iteration 21Q: 3 clusters Score -8702592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8702589.000000 Penalty: 5327.758789
	Iteration 22Q: 3 clusters Score -8702589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8702593.000000 Penalty: 5327.758789
	Iteration 23Q: 3 clusters Score -8702593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8702601.000000 Penalty: 5327.758789
	Iteration 24Q: 3 clusters Score -8702601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8702601.000000 Penalty: 5327.758789
	Iteration 25F: 3 clusters Score -8702601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (39056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Entering Unmasked Estep 
Score: -7388788.500000 Penalty: 2622.042480
	Iteration 0F: 2 clusters Score -7388788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -7362664.500000 Penalty: 5244.084961
	Iteration 0F: 3 clusters Score -7362664 nChanged 17844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7372436.000000 Penalty: 5244.084961
	Iteration 1F: 3 clusters Score -7372436 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -7372781.500000 Penalty: 5244.084961
	Iteration 2Q: 3 clusters Score -7372782 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -7373107.500000 Penalty: 5244.084961
	Iteration 3Q: 3 clusters Score -7373108 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7373396.500000 Penalty: 5244.084961
	Iteration 4Q: 3 clusters Score -7373396 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7373667.500000 Penalty: 5244.084961
	Iteration 5Q: 3 clusters Score -7373668 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -7373890.000000 Penalty: 5244.084961
	Iteration 6Q: 3 clusters Score -7373890 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -7374157.500000 Penalty: 5244.084961
	Iteration 7Q: 3 clusters Score -7374158 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -7374491.500000 Penalty: 5244.084961
	Iteration 8Q: 3 clusters Score -7374492 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -7374927.000000 Penalty: 5244.084961
	Iteration 9Q: 3 clusters Score -7374927 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -7375651.000000 Penalty: 5244.084961
	Iteration 10Q: 3 clusters Score -7375651 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -7376781.000000 Penalty: 5244.084961
	Iteration 11F: 3 clusters Score -7376781 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -7378394.500000 Penalty: 5244.084961
	Iteration 12F: 3 clusters Score -7378394 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -7380435.500000 Penalty: 5244.084961
	Iteration 13F: 3 clusters Score -7380436 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7382661.000000 Penalty: 5244.084961
	Iteration 14F: 3 clusters Score -7382661 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -7384493.000000 Penalty: 5244.084961
	Iteration 15F: 3 clusters Score -7384493 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7385429.500000 Penalty: 5244.084961
	Iteration 16Q: 3 clusters Score -7385430 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -7385984.000000 Penalty: 5244.084961
	Iteration 17Q: 3 clusters Score -7385984 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7386241.000000 Penalty: 5244.084961
	Iteration 18Q: 3 clusters Score -7386241 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7386371.500000 Penalty: 5244.084961
	Iteration 19Q: 3 clusters Score -7386372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -7386429.000000 Penalty: 5244.084961
	Iteration 20F: 3 clusters Score -7386429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7386463.500000 Penalty: 5244.084961
	Iteration 21Q: 3 clusters Score -7386464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7386503.000000 Penalty: 5244.084961
	Iteration 22Q: 3 clusters Score -7386503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7386531.000000 Penalty: 5244.084961
	Iteration 23Q: 3 clusters Score -7386531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7386558.000000 Penalty: 5244.084961
	Iteration 24Q: 3 clusters Score -7386558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7386568.500000 Penalty: 5244.084961
	Iteration 25Q: 3 clusters Score -7386568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -7386584.500000 Penalty: 5244.084961
	Iteration 26Q: 3 clusters Score -7386584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7386581.000000 Penalty: 5244.084961
	Iteration 27Q: 3 clusters Score -7386581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7386586.500000 Penalty: 5244.084961
	Iteration 28Q: 3 clusters Score -7386586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7386593.500000 Penalty: 5244.084961
	Iteration 29Q: 3 clusters Score -7386594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -7386601.500000 Penalty: 5244.084961
	Iteration 30Q: 3 clusters Score -7386602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7386606.500000 Penalty: 5244.084961
	Iteration 31Q: 3 clusters Score -7386606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -7386603.000000 Penalty: 5244.084961
	Iteration 32Q: 3 clusters Score -7386603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7386611.500000 Penalty: 5244.084961
	Iteration 33Q: 3 clusters Score -7386612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -7386615.500000 Penalty: 5244.084961
	Iteration 34Q: 3 clusters Score -7386616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -7386619.000000 Penalty: 5244.084961
	Iteration 35Q: 3 clusters Score -7386619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7386619.500000 Penalty: 5244.084961
	Iteration 36Q: 3 clusters Score -7386620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7386621.000000 Penalty: 5244.084961
	Iteration 37Q: 3 clusters Score -7386621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7386626.500000 Penalty: 5244.084961
	Iteration 38Q: 3 clusters Score -7386626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7386627.000000 Penalty: 5244.084961
	Iteration 39Q: 3 clusters Score -7386627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7386633.000000 Penalty: 5244.084961
	Iteration 40F: 3 clusters Score -7386633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7386631.000000 Penalty: 5244.084961
	Iteration 41Q: 3 clusters Score -7386631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7386648.000000 Penalty: 5244.084961
	Iteration 42Q: 3 clusters Score -7386648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7386652.000000 Penalty: 5244.084961
	Iteration 43Q: 3 clusters Score -7386652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7386659.500000 Penalty: 5244.084961
	Iteration 44Q: 3 clusters Score -7386660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7386661.000000 Penalty: 5244.084961
	Iteration 45Q: 3 clusters Score -7386661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7386656.500000 Penalty: 5244.084961
	Iteration 46Q: 3 clusters Score -7386656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -7386656.500000 Penalty: 5244.084961
	Iteration 47F: 3 clusters Score -7386656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -419773.406250 Penalty: 1931.064941
	Iteration 0F: 2 clusters Score -419773.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -416878.187500 Penalty: 3862.129883
	Iteration 0F: 3 clusters Score -416878.2 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -417456.156250 Penalty: 3862.129883
	Iteration 1F: 3 clusters Score -417456.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -417644.875000 Penalty: 3862.129883
	Iteration 2F: 3 clusters Score -417644.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -417779.000000 Penalty: 3862.129883
	Iteration 3Q: 3 clusters Score -417779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -417891.656250 Penalty: 3862.129883
	Iteration 4Q: 3 clusters Score -417891.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -418018.187500 Penalty: 3862.129883
	Iteration 5Q: 3 clusters Score -418018.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -418131.468750 Penalty: 3862.129883
	Iteration 6Q: 3 clusters Score -418131.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -418221.562500 Penalty: 3862.129883
	Iteration 7Q: 3 clusters Score -418221.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -418289.375000 Penalty: 3862.129883
	Iteration 8Q: 3 clusters Score -418289.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -418346.968750 Penalty: 3862.129883
	Iteration 9Q: 3 clusters Score -418347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -418394.718750 Penalty: 3862.129883
	Iteration 10Q: 3 clusters Score -418394.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -418456.218750 Penalty: 3862.129883
	Iteration 11Q: 3 clusters Score -418456.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -418515.125000 Penalty: 3862.129883
	Iteration 12Q: 3 clusters Score -418515.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -418550.218750 Penalty: 3862.129883
	Iteration 13Q: 3 clusters Score -418550.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -418582.343750 Penalty: 3862.129883
	Iteration 14Q: 3 clusters Score -418582.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -418618.875000 Penalty: 3862.129883
	Iteration 15Q: 3 clusters Score -418618.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -418643.875000 Penalty: 3862.129883
	Iteration 16Q: 3 clusters Score -418643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -418658.843750 Penalty: 3862.129883
	Iteration 17Q: 3 clusters Score -418658.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -418669.437500 Penalty: 3862.129883
	Iteration 18Q: 3 clusters Score -418669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -418675.343750 Penalty: 3862.129883
	Iteration 19Q: 3 clusters Score -418675.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -418679.375000 Penalty: 3862.129883
	Iteration 20F: 3 clusters Score -418679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -418684.187500 Penalty: 3862.129883
	Iteration 21Q: 3 clusters Score -418684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -418686.718750 Penalty: 3862.129883
	Iteration 22Q: 3 clusters Score -418686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -418689.500000 Penalty: 3862.129883
	Iteration 23Q: 3 clusters Score -418689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -418691.406250 Penalty: 3862.129883
	Iteration 24Q: 3 clusters Score -418691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -418693.937500 Penalty: 3862.129883
	Iteration 25Q: 3 clusters Score -418693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -418696.500000 Penalty: 3862.129883
	Iteration 26Q: 3 clusters Score -418696.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -418698.500000 Penalty: 3862.129883
	Iteration 27Q: 3 clusters Score -418698.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418698.593750 Penalty: 3862.129883
	Iteration 28Q: 3 clusters Score -418698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418700.187500 Penalty: 3862.129883
	Iteration 29Q: 3 clusters Score -418700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418702.812500 Penalty: 3862.129883
	Iteration 30Q: 3 clusters Score -418702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418703.968750 Penalty: 3862.129883
	Iteration 31Q: 3 clusters Score -418704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -418703.968750 Penalty: 3862.129883
	Iteration 32F: 3 clusters Score -418704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -5227541.000000 Penalty: 2546.168945
	Iteration 0F: 2 clusters Score -5227541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -5207693.500000 Penalty: 5092.337891
	Iteration 0F: 3 clusters Score -5207694 nChanged 12973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5214670.500000 Penalty: 5092.337891
	Iteration 1F: 3 clusters Score -5214670 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -5215023.000000 Penalty: 5092.337891
	Iteration 2Q: 3 clusters Score -5215023 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -5215373.000000 Penalty: 5092.337891
	Iteration 3Q: 3 clusters Score -5215373 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -5215774.500000 Penalty: 5092.337891
	Iteration 4Q: 3 clusters Score -5215774 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5216280.500000 Penalty: 5092.337891
	Iteration 5Q: 3 clusters Score -5216280 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -5217085.500000 Penalty: 5092.337891
	Iteration 6F: 3 clusters Score -5217086 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -5218284.500000 Penalty: 5092.337891
	Iteration 7F: 3 clusters Score -5218284 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -5220029.500000 Penalty: 5092.337891
	Iteration 8F: 3 clusters Score -5220030 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5221971.000000 Penalty: 5092.337891
	Iteration 9F: 3 clusters Score -5221971 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5223724.000000 Penalty: 5092.337891
	Iteration 10F: 3 clusters Score -5223724 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5224651.500000 Penalty: 5092.337891
	Iteration 11Q: 3 clusters Score -5224652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5225033.000000 Penalty: 5092.337891
	Iteration 12Q: 3 clusters Score -5225033 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5225182.000000 Penalty: 5092.337891
	Iteration 13Q: 3 clusters Score -5225182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5225267.500000 Penalty: 5092.337891
	Iteration 14Q: 3 clusters Score -5225268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5225306.000000 Penalty: 5092.337891
	Iteration 15Q: 3 clusters Score -5225306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5225321.500000 Penalty: 5092.337891
	Iteration 16Q: 3 clusters Score -5225322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5225325.000000 Penalty: 5092.337891
	Iteration 17Q: 3 clusters Score -5225325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5225329.000000 Penalty: 5092.337891
	Iteration 18Q: 3 clusters Score -5225329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5225334.000000 Penalty: 5092.337891
	Iteration 19Q: 3 clusters Score -5225334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5225334.000000 Penalty: 5092.337891
	Iteration 20F: 3 clusters Score -5225334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Entering Unmasked Estep 
Score: -7876488.500000 Penalty: 2643.210205
	Iteration 0F: 2 clusters Score -7876488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -7848071.000000 Penalty: 5286.420410
	Iteration 0F: 3 clusters Score -7848071 nChanged 19348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -7858652.000000 Penalty: 5286.420410
	Iteration 1F: 3 clusters Score -7858652 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7859151.000000 Penalty: 5286.420410
	Iteration 2Q: 3 clusters Score -7859151 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7859668.500000 Penalty: 5286.420410
	Iteration 3Q: 3 clusters Score -7859668 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -7860104.000000 Penalty: 5286.420410
	Iteration 4Q: 3 clusters Score -7860104 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -7860634.500000 Penalty: 5286.420410
	Iteration 5Q: 3 clusters Score -7860634 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -7861258.000000 Penalty: 5286.420410
	Iteration 6Q: 3 clusters Score -7861258 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -7862204.500000 Penalty: 5286.420410
	Iteration 7Q: 3 clusters Score -7862204 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -7863501.500000 Penalty: 5286.420410
	Iteration 8F: 3 clusters Score -7863502 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -7865325.000000 Penalty: 5286.420410
	Iteration 9F: 3 clusters Score -7865325 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -7867669.000000 Penalty: 5286.420410
	Iteration 10F: 3 clusters Score -7867669 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -7869994.000000 Penalty: 5286.420410
	Iteration 11F: 3 clusters Score -7869994 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -7871532.500000 Penalty: 5286.420410
	Iteration 12Q: 3 clusters Score -7871532 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -7872280.000000 Penalty: 5286.420410
	Iteration 13Q: 3 clusters Score -7872280 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -7872839.000000 Penalty: 5286.420410
	Iteration 14Q: 3 clusters Score -7872839 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7873276.500000 Penalty: 5286.420410
	Iteration 15Q: 3 clusters Score -7873276 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -7873559.500000 Penalty: 5286.420410
	Iteration 16Q: 3 clusters Score -7873560 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7873788.000000 Penalty: 5286.420410
	Iteration 17Q: 3 clusters Score -7873788 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7873929.000000 Penalty: 5286.420410
	Iteration 18Q: 3 clusters Score -7873929 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -7874039.000000 Penalty: 5286.420410
	Iteration 19Q: 3 clusters Score -7874039 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -7874109.500000 Penalty: 5286.420410
	Iteration 20F: 3 clusters Score -7874110 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -7874134.000000 Penalty: 5286.420410
	Iteration 21Q: 3 clusters Score -7874134 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -7874163.000000 Penalty: 5286.420410
	Iteration 22Q: 3 clusters Score -7874163 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -7874207.500000 Penalty: 5286.420410
	Iteration 23Q: 3 clusters Score -7874208 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -7874257.500000 Penalty: 5286.420410
	Iteration 24Q: 3 clusters Score -7874258 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -7874287.000000 Penalty: 5286.420410
	Iteration 25Q: 3 clusters Score -7874287 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -7874331.500000 Penalty: 5286.420410
	Iteration 26Q: 3 clusters Score -7874332 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -7874372.000000 Penalty: 5286.420410
	Iteration 27Q: 3 clusters Score -7874372 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -7874386.500000 Penalty: 5286.420410
	Iteration 28Q: 3 clusters Score -7874386 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -7874422.500000 Penalty: 5286.420410
	Iteration 29Q: 3 clusters Score -7874422 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -7874465.000000 Penalty: 5286.420410
	Iteration 30Q: 3 clusters Score -7874465 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -7874469.000000 Penalty: 5286.420410
	Iteration 31Q: 3 clusters Score -7874469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7874468.000000 Penalty: 5286.420410
	Iteration 32Q: 3 clusters Score -7874468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -7874468.500000 Penalty: 5286.420410
	Iteration 33Q: 3 clusters Score -7874468 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -7874475.000000 Penalty: 5286.420410
	Iteration 34Q: 3 clusters Score -7874475 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7874485.000000 Penalty: 5286.420410
	Iteration 35Q: 3 clusters Score -7874485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -7874497.000000 Penalty: 5286.420410
	Iteration 36Q: 3 clusters Score -7874497 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -7874496.500000 Penalty: 5286.420410
	Iteration 37Q: 3 clusters Score -7874496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -7874481.000000 Penalty: 5286.420410
	Iteration 38Q: 3 clusters Score -7874481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -7874501.500000 Penalty: 5286.420410
	Iteration 39Q: 3 clusters Score -7874502 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -7874520.000000 Penalty: 5286.420410
	Iteration 40F: 3 clusters Score -7874520 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -7874518.500000 Penalty: 5286.420410
	Iteration 41Q: 3 clusters Score -7874518 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -7874522.500000 Penalty: 5286.420410
	Iteration 42Q: 3 clusters Score -7874522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7874551.000000 Penalty: 5286.420410
	Iteration 43Q: 3 clusters Score -7874551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -7874577.000000 Penalty: 5286.420410
	Iteration 44Q: 3 clusters Score -7874577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -7874570.000000 Penalty: 5286.420410
	Iteration 45Q: 3 clusters Score -7874570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7874558.500000 Penalty: 5286.420410
	Iteration 46Q: 3 clusters Score -7874558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -7874556.000000 Penalty: 5286.420410
	Iteration 47Q: 3 clusters Score -7874556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7874570.500000 Penalty: 5286.420410
	Iteration 48Q: 3 clusters Score -7874570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -7874561.500000 Penalty: 5286.420410
	Iteration 49Q: 3 clusters Score -7874562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -7874567.000000 Penalty: 5286.420410
	Iteration 50Q: 3 clusters Score -7874567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7874572.000000 Penalty: 5286.420410
	Iteration 51Q: 3 clusters Score -7874572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7874582.500000 Penalty: 5286.420410
	Iteration 52Q: 3 clusters Score -7874582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7874575.500000 Penalty: 5286.420410
	Iteration 53Q: 3 clusters Score -7874576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -7874571.000000 Penalty: 5286.420410
	Iteration 54Q: 3 clusters Score -7874571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -7874575.000000 Penalty: 5286.420410
	Iteration 55Q: 3 clusters Score -7874575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -7874588.000000 Penalty: 5286.420410
	Iteration 56Q: 3 clusters Score -7874588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -7874596.000000 Penalty: 5286.420410
	Iteration 57Q: 3 clusters Score -7874596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -7874591.500000 Penalty: 5286.420410
	Iteration 58Q: 3 clusters Score -7874592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7874589.500000 Penalty: 5286.420410
	Iteration 59Q: 3 clusters Score -7874590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -7874597.500000 Penalty: 5286.420410
	Iteration 60F: 3 clusters Score -7874598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -7874594.500000 Penalty: 5286.420410
	Iteration 61Q: 3 clusters Score -7874594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -7874599.500000 Penalty: 5286.420410
	Iteration 62Q: 3 clusters Score -7874600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -7874598.000000 Penalty: 5286.420410
	Iteration 63Q: 3 clusters Score -7874598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -7874599.500000 Penalty: 5286.420410
	Iteration 64Q: 3 clusters Score -7874600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -7874600.500000 Penalty: 5286.420410
	Iteration 65Q: 3 clusters Score -7874600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7874609.500000 Penalty: 5286.420410
	Iteration 66Q: 3 clusters Score -7874610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -7874622.500000 Penalty: 5286.420410
	Iteration 67Q: 3 clusters Score -7874622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7874611.500000 Penalty: 5286.420410
	Iteration 68Q: 3 clusters Score -7874612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -7874613.500000 Penalty: 5286.420410
	Iteration 69Q: 3 clusters Score -7874614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7874605.000000 Penalty: 5286.420410
	Iteration 70Q: 3 clusters Score -7874605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -7874599.500000 Penalty: 5286.420410
	Iteration 71Q: 3 clusters Score -7874600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -7874594.500000 Penalty: 5286.420410
	Iteration 72Q: 3 clusters Score -7874594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -7874606.000000 Penalty: 5286.420410
	Iteration 73Q: 3 clusters Score -7874606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -7874601.000000 Penalty: 5286.420410
	Iteration 74Q: 3 clusters Score -7874601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -7874603.500000 Penalty: 5286.420410
	Iteration 75Q: 3 clusters Score -7874604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -7874599.000000 Penalty: 5286.420410
	Iteration 76Q: 3 clusters Score -7874599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7874610.000000 Penalty: 5286.420410
	Iteration 77Q: 3 clusters Score -7874610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -7874603.000000 Penalty: 5286.420410
	Iteration 78Q: 3 clusters Score -7874603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -7874610.000000 Penalty: 5286.420410
	Iteration 79Q: 3 clusters Score -7874610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -7874608.500000 Penalty: 5286.420410
	Iteration 80F: 3 clusters Score -7874608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -880728.375000 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -880728.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -876328.250000 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -876328.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -877338.437500 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -877338.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -877574.125000 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -877574.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -877715.375000 Penalty: 4202.001465
	Iteration 3Q: 3 clusters Score -877715.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -877821.000000 Penalty: 4202.001465
	Iteration 4Q: 3 clusters Score -877821 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -877914.812500 Penalty: 4202.001465
	Iteration 5Q: 3 clusters Score -877914.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -878025.125000 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -878025.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -878115.687500 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -878115.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -878207.312500 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -878207.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -878329.437500 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -878329.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -878463.500000 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -878463.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -878606.875000 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -878606.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -878753.750000 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -878753.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -878894.062500 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -878894.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -879021.437500 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -879021.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -879135.812500 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -879135.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -879204.312500 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -879204.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -879251.750000 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -879251.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -879292.125000 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -879292.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -879340.812500 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -879340.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -879395.687500 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -879395.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -879440.437500 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -879440.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -879487.562500 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -879487.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -879534.375000 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -879534.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -879562.875000 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -879562.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -879588.250000 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -879588.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -879599.750000 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -879599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -879614.500000 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -879614.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -879617.187500 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -879617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -879619.125000 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -879619.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -879623.500000 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -879623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -879628.250000 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -879628.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -879630.437500 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -879630.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -879634.250000 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -879634.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -879636.562500 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -879636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -879638.312500 Penalty: 4202.001465
	Iteration 35Q: 3 clusters Score -879638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -879640.375000 Penalty: 4202.001465
	Iteration 36Q: 3 clusters Score -879640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -879641.187500 Penalty: 4202.001465
	Iteration 37Q: 3 clusters Score -879641.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -879642.250000 Penalty: 4202.001465
	Iteration 38Q: 3 clusters Score -879642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -879642.250000 Penalty: 4202.001465
	Iteration 39F: 3 clusters Score -879642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -990047.437500 Penalty: 2128.160889
	Iteration 0F: 2 clusters Score -990047.4 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 2652 members 
Entering Unmasked Estep 
Score: -985359.000000 Penalty: 4256.321777
	Iteration 0F: 3 clusters Score -985359 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -986488.062500 Penalty: 4256.321777
	Iteration 1F: 3 clusters Score -986488.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -986668.875000 Penalty: 4256.321777
	Iteration 2F: 3 clusters Score -986668.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -986788.625000 Penalty: 4256.321777
	Iteration 3Q: 3 clusters Score -986788.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -986874.875000 Penalty: 4256.321777
	Iteration 4Q: 3 clusters Score -986874.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -986949.437500 Penalty: 4256.321777
	Iteration 5Q: 3 clusters Score -986949.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -986999.687500 Penalty: 4256.321777
	Iteration 6Q: 3 clusters Score -986999.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -987030.500000 Penalty: 4256.321777
	Iteration 7Q: 3 clusters Score -987030.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -987048.375000 Penalty: 4256.321777
	Iteration 8Q: 3 clusters Score -987048.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -987062.875000 Penalty: 4256.321777
	Iteration 9Q: 3 clusters Score -987062.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -987079.625000 Penalty: 4256.321777
	Iteration 10Q: 3 clusters Score -987079.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -987096.187500 Penalty: 4256.321777
	Iteration 11Q: 3 clusters Score -987096.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -987104.250000 Penalty: 4256.321777
	Iteration 12Q: 3 clusters Score -987104.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -987116.000000 Penalty: 4256.321777
	Iteration 13Q: 3 clusters Score -987116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -987128.937500 Penalty: 4256.321777
	Iteration 14Q: 3 clusters Score -987128.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -987145.125000 Penalty: 4256.321777
	Iteration 15Q: 3 clusters Score -987145.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -987156.625000 Penalty: 4256.321777
	Iteration 16Q: 3 clusters Score -987156.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -987170.562500 Penalty: 4256.321777
	Iteration 17Q: 3 clusters Score -987170.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -987180.125000 Penalty: 4256.321777
	Iteration 18Q: 3 clusters Score -987180.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -987193.812500 Penalty: 4256.321777
	Iteration 19Q: 3 clusters Score -987193.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -987216.437500 Penalty: 4256.321777
	Iteration 20F: 3 clusters Score -987216.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -987238.562500 Penalty: 4256.321777
	Iteration 21Q: 3 clusters Score -987238.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -987256.687500 Penalty: 4256.321777
	Iteration 22Q: 3 clusters Score -987256.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -987278.000000 Penalty: 4256.321777
	Iteration 23Q: 3 clusters Score -987278 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -987295.875000 Penalty: 4256.321777
	Iteration 24Q: 3 clusters Score -987295.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -987313.500000 Penalty: 4256.321777
	Iteration 25Q: 3 clusters Score -987313.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -987327.500000 Penalty: 4256.321777
	Iteration 26Q: 3 clusters Score -987327.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -987344.500000 Penalty: 4256.321777
	Iteration 27Q: 3 clusters Score -987344.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -987368.437500 Penalty: 4256.321777
	Iteration 28Q: 3 clusters Score -987368.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -987397.687500 Penalty: 4256.321777
	Iteration 29Q: 3 clusters Score -987397.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -987422.500000 Penalty: 4256.321777
	Iteration 30Q: 3 clusters Score -987422.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -987449.437500 Penalty: 4256.321777
	Iteration 31Q: 3 clusters Score -987449.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -987476.250000 Penalty: 4256.321777
	Iteration 32Q: 3 clusters Score -987476.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -987495.875000 Penalty: 4256.321777
	Iteration 33Q: 3 clusters Score -987495.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -987508.625000 Penalty: 4256.321777
	Iteration 34Q: 3 clusters Score -987508.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -987514.125000 Penalty: 4256.321777
	Iteration 35Q: 3 clusters Score -987514.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -987528.375000 Penalty: 4256.321777
	Iteration 36Q: 3 clusters Score -987528.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -987539.687500 Penalty: 4256.321777
	Iteration 37Q: 3 clusters Score -987539.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -987550.750000 Penalty: 4256.321777
	Iteration 38Q: 3 clusters Score -987550.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -987561.687500 Penalty: 4256.321777
	Iteration 39Q: 3 clusters Score -987561.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -987570.187500 Penalty: 4256.321777
	Iteration 40F: 3 clusters Score -987570.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -987580.937500 Penalty: 4256.321777
	Iteration 41Q: 3 clusters Score -987580.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -987591.875000 Penalty: 4256.321777
	Iteration 42Q: 3 clusters Score -987591.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -987605.750000 Penalty: 4256.321777
	Iteration 43Q: 3 clusters Score -987605.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -987619.187500 Penalty: 4256.321777
	Iteration 44Q: 3 clusters Score -987619.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -987633.750000 Penalty: 4256.321777
	Iteration 45Q: 3 clusters Score -987633.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -987645.250000 Penalty: 4256.321777
	Iteration 46Q: 3 clusters Score -987645.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -987659.062500 Penalty: 4256.321777
	Iteration 47Q: 3 clusters Score -987659.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -987673.625000 Penalty: 4256.321777
	Iteration 48Q: 3 clusters Score -987673.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -987679.812500 Penalty: 4256.321777
	Iteration 49Q: 3 clusters Score -987679.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -987685.250000 Penalty: 4256.321777
	Iteration 50Q: 3 clusters Score -987685.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -987695.937500 Penalty: 4256.321777
	Iteration 51Q: 3 clusters Score -987695.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -987707.062500 Penalty: 4256.321777
	Iteration 52Q: 3 clusters Score -987707.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -987722.375000 Penalty: 4256.321777
	Iteration 53Q: 3 clusters Score -987722.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -987735.875000 Penalty: 4256.321777
	Iteration 54Q: 3 clusters Score -987735.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -987747.437500 Penalty: 4256.321777
	Iteration 55Q: 3 clusters Score -987747.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -987762.437500 Penalty: 4256.321777
	Iteration 56Q: 3 clusters Score -987762.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -987774.562500 Penalty: 4256.321777
	Iteration 57Q: 3 clusters Score -987774.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -987785.937500 Penalty: 4256.321777
	Iteration 58Q: 3 clusters Score -987785.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -987797.250000 Penalty: 4256.321777
	Iteration 59Q: 3 clusters Score -987797.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -987808.250000 Penalty: 4256.321777
	Iteration 60F: 3 clusters Score -987808.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -987816.625000 Penalty: 4256.321777
	Iteration 61Q: 3 clusters Score -987816.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -987828.000000 Penalty: 4256.321777
	Iteration 62Q: 3 clusters Score -987828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -987840.125000 Penalty: 4256.321777
	Iteration 63Q: 3 clusters Score -987840.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -987852.062500 Penalty: 4256.321777
	Iteration 64Q: 3 clusters Score -987852.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -987863.500000 Penalty: 4256.321777
	Iteration 65Q: 3 clusters Score -987863.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -987875.437500 Penalty: 4256.321777
	Iteration 66Q: 3 clusters Score -987875.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -987877.250000 Penalty: 4256.321777
	Iteration 67Q: 3 clusters Score -987877.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -987886.375000 Penalty: 4256.321777
	Iteration 68Q: 3 clusters Score -987886.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -987896.687500 Penalty: 4256.321777
	Iteration 69Q: 3 clusters Score -987896.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -987902.000000 Penalty: 4256.321777
	Iteration 70Q: 3 clusters Score -987902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -987913.437500 Penalty: 4256.321777
	Iteration 71Q: 3 clusters Score -987913.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -987924.875000 Penalty: 4256.321777
	Iteration 72Q: 3 clusters Score -987924.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -987937.562500 Penalty: 4256.321777
	Iteration 73Q: 3 clusters Score -987937.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -987947.187500 Penalty: 4256.321777
	Iteration 74Q: 3 clusters Score -987947.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -987956.000000 Penalty: 4256.321777
	Iteration 75Q: 3 clusters Score -987956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -987966.437500 Penalty: 4256.321777
	Iteration 76Q: 3 clusters Score -987966.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -987972.625000 Penalty: 4256.321777
	Iteration 77Q: 3 clusters Score -987972.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -987977.562500 Penalty: 4256.321777
	Iteration 78Q: 3 clusters Score -987977.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -987985.625000 Penalty: 4256.321777
	Iteration 79Q: 3 clusters Score -987985.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -987989.875000 Penalty: 4256.321777
	Iteration 80F: 3 clusters Score -987989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -987996.062500 Penalty: 4256.321777
	Iteration 81Q: 3 clusters Score -987996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -988000.687500 Penalty: 4256.321777
	Iteration 82Q: 3 clusters Score -988000.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -988004.750000 Penalty: 4256.321777
	Iteration 83Q: 3 clusters Score -988004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -988008.125000 Penalty: 4256.321777
	Iteration 84Q: 3 clusters Score -988008.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -988014.250000 Penalty: 4256.321777
	Iteration 85Q: 3 clusters Score -988014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -988020.125000 Penalty: 4256.321777
	Iteration 86Q: 3 clusters Score -988020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -988025.125000 Penalty: 4256.321777
	Iteration 87Q: 3 clusters Score -988025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -988027.062500 Penalty: 4256.321777
	Iteration 88Q: 3 clusters Score -988027.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -988033.375000 Penalty: 4256.321777
	Iteration 89Q: 3 clusters Score -988033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -988038.562500 Penalty: 4256.321777
	Iteration 90Q: 3 clusters Score -988038.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -988045.750000 Penalty: 4256.321777
	Iteration 91Q: 3 clusters Score -988045.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -988056.625000 Penalty: 4256.321777
	Iteration 92Q: 3 clusters Score -988056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -988068.500000 Penalty: 4256.321777
	Iteration 93Q: 3 clusters Score -988068.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -988077.562500 Penalty: 4256.321777
	Iteration 94Q: 3 clusters Score -988077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -988088.375000 Penalty: 4256.321777
	Iteration 95Q: 3 clusters Score -988088.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -988098.625000 Penalty: 4256.321777
	Iteration 96Q: 3 clusters Score -988098.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -988109.125000 Penalty: 4256.321777
	Iteration 97Q: 3 clusters Score -988109.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -988115.562500 Penalty: 4256.321777
	Iteration 98Q: 3 clusters Score -988115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -988129.187500 Penalty: 4256.321777
	Iteration 99Q: 3 clusters Score -988129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -988136.062500 Penalty: 4256.321777
	Iteration 100F: 3 clusters Score -988136.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -988142.375000 Penalty: 4256.321777
	Iteration 101Q: 3 clusters Score -988142.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -988144.687500 Penalty: 4256.321777
	Iteration 102Q: 3 clusters Score -988144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -988147.312500 Penalty: 4256.321777
	Iteration 103Q: 3 clusters Score -988147.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -988148.937500 Penalty: 4256.321777
	Iteration 104Q: 3 clusters Score -988148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -988150.750000 Penalty: 4256.321777
	Iteration 105Q: 3 clusters Score -988150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -988150.500000 Penalty: 4256.321777
	Iteration 106Q: 3 clusters Score -988150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -988152.500000 Penalty: 4256.321777
	Iteration 107Q: 3 clusters Score -988152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -988152.625000 Penalty: 4256.321777
	Iteration 108Q: 3 clusters Score -988152.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -988154.750000 Penalty: 4256.321777
	Iteration 109Q: 3 clusters Score -988154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -988155.062500 Penalty: 4256.321777
	Iteration 110Q: 3 clusters Score -988155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -988156.812500 Penalty: 4256.321777
	Iteration 111Q: 3 clusters Score -988156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -988156.812500 Penalty: 4256.321777
	Iteration 112F: 3 clusters Score -988156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (39793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Entering Unmasked Estep 
Score: -7469444.500000 Penalty: 2626.678711
	Iteration 0F: 2 clusters Score -7469444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7442869.000000 Penalty: 5253.357422
	Iteration 0F: 3 clusters Score -7442869 nChanged 18154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7452765.500000 Penalty: 5253.357422
	Iteration 1F: 3 clusters Score -7452766 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -7453310.500000 Penalty: 5253.357422
	Iteration 2Q: 3 clusters Score -7453310 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -7453887.000000 Penalty: 5253.357422
	Iteration 3Q: 3 clusters Score -7453887 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -7454573.000000 Penalty: 5253.357422
	Iteration 4Q: 3 clusters Score -7454573 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7455293.500000 Penalty: 5253.357422
	Iteration 5Q: 3 clusters Score -7455294 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -7456121.000000 Penalty: 5253.357422
	Iteration 6Q: 3 clusters Score -7456121 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -7457089.500000 Penalty: 5253.357422
	Iteration 7Q: 3 clusters Score -7457090 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7458088.000000 Penalty: 5253.357422
	Iteration 8Q: 3 clusters Score -7458088 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -7459388.500000 Penalty: 5253.357422
	Iteration 9F: 3 clusters Score -7459388 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7460910.500000 Penalty: 5253.357422
	Iteration 10F: 3 clusters Score -7460910 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -7462534.500000 Penalty: 5253.357422
	Iteration 11F: 3 clusters Score -7462534 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -7463543.000000 Penalty: 5253.357422
	Iteration 12Q: 3 clusters Score -7463543 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -7463903.000000 Penalty: 5253.357422
	Iteration 13Q: 3 clusters Score -7463903 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -7464115.000000 Penalty: 5253.357422
	Iteration 14Q: 3 clusters Score -7464115 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7464219.500000 Penalty: 5253.357422
	Iteration 15Q: 3 clusters Score -7464220 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -7464304.500000 Penalty: 5253.357422
	Iteration 16Q: 3 clusters Score -7464304 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -7464378.500000 Penalty: 5253.357422
	Iteration 17Q: 3 clusters Score -7464378 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -7464448.000000 Penalty: 5253.357422
	Iteration 18Q: 3 clusters Score -7464448 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7464530.000000 Penalty: 5253.357422
	Iteration 19Q: 3 clusters Score -7464530 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -7464630.500000 Penalty: 5253.357422
	Iteration 20F: 3 clusters Score -7464630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7464720.500000 Penalty: 5253.357422
	Iteration 21Q: 3 clusters Score -7464720 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -7464802.000000 Penalty: 5253.357422
	Iteration 22Q: 3 clusters Score -7464802 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -7464885.500000 Penalty: 5253.357422
	Iteration 23Q: 3 clusters Score -7464886 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -7464909.000000 Penalty: 5253.357422
	Iteration 24Q: 3 clusters Score -7464909 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -7464983.500000 Penalty: 5253.357422
	Iteration 25Q: 3 clusters Score -7464984 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -7465016.000000 Penalty: 5253.357422
	Iteration 26Q: 3 clusters Score -7465016 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -7465082.500000 Penalty: 5253.357422
	Iteration 27Q: 3 clusters Score -7465082 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -7465152.000000 Penalty: 5253.357422
	Iteration 28Q: 3 clusters Score -7465152 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -7465224.000000 Penalty: 5253.357422
	Iteration 29Q: 3 clusters Score -7465224 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7465268.000000 Penalty: 5253.357422
	Iteration 30Q: 3 clusters Score -7465268 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -7465353.500000 Penalty: 5253.357422
	Iteration 31Q: 3 clusters Score -7465354 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7465445.000000 Penalty: 5253.357422
	Iteration 32Q: 3 clusters Score -7465445 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -7465536.500000 Penalty: 5253.357422
	Iteration 33Q: 3 clusters Score -7465536 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -7465579.000000 Penalty: 5253.357422
	Iteration 34Q: 3 clusters Score -7465579 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -7465654.000000 Penalty: 5253.357422
	Iteration 35Q: 3 clusters Score -7465654 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -7465726.500000 Penalty: 5253.357422
	Iteration 36Q: 3 clusters Score -7465726 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -7465782.500000 Penalty: 5253.357422
	Iteration 37Q: 3 clusters Score -7465782 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -7465867.000000 Penalty: 5253.357422
	Iteration 38Q: 3 clusters Score -7465867 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -7465908.000000 Penalty: 5253.357422
	Iteration 39Q: 3 clusters Score -7465908 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -7465950.000000 Penalty: 5253.357422
	Iteration 40F: 3 clusters Score -7465950 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -7465989.000000 Penalty: 5253.357422
	Iteration 41Q: 3 clusters Score -7465989 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -7466035.500000 Penalty: 5253.357422
	Iteration 42Q: 3 clusters Score -7466036 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -7466062.000000 Penalty: 5253.357422
	Iteration 43Q: 3 clusters Score -7466062 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -7466098.000000 Penalty: 5253.357422
	Iteration 44Q: 3 clusters Score -7466098 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -7466122.500000 Penalty: 5253.357422
	Iteration 45Q: 3 clusters Score -7466122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -7466152.000000 Penalty: 5253.357422
	Iteration 46Q: 3 clusters Score -7466152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -7466195.000000 Penalty: 5253.357422
	Iteration 47Q: 3 clusters Score -7466195 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -7466213.000000 Penalty: 5253.357422
	Iteration 48Q: 3 clusters Score -7466213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -7466222.500000 Penalty: 5253.357422
	Iteration 49Q: 3 clusters Score -7466222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -7466243.500000 Penalty: 5253.357422
	Iteration 50Q: 3 clusters Score -7466244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -7466258.500000 Penalty: 5253.357422
	Iteration 51Q: 3 clusters Score -7466258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -7466267.500000 Penalty: 5253.357422
	Iteration 52Q: 3 clusters Score -7466268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7466265.000000 Penalty: 5253.357422
	Iteration 53Q: 3 clusters Score -7466265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -7466276.000000 Penalty: 5253.357422
	Iteration 54Q: 3 clusters Score -7466276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -7466296.500000 Penalty: 5253.357422
	Iteration 55Q: 3 clusters Score -7466296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33094 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -7466292.500000 Penalty: 5253.357422
	Iteration 56Q: 3 clusters Score -7466292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -7466305.500000 Penalty: 5253.357422
	Iteration 57Q: 3 clusters Score -7466306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7466314.000000 Penalty: 5253.357422
	Iteration 58Q: 3 clusters Score -7466314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -7466330.500000 Penalty: 5253.357422
	Iteration 59Q: 3 clusters Score -7466330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -7466344.000000 Penalty: 5253.357422
	Iteration 60F: 3 clusters Score -7466344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -7466339.000000 Penalty: 5253.357422
	Iteration 61Q: 3 clusters Score -7466339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -7466343.000000 Penalty: 5253.357422
	Iteration 62Q: 3 clusters Score -7466343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7466343.500000 Penalty: 5253.357422
	Iteration 63Q: 3 clusters Score -7466344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -7466351.500000 Penalty: 5253.357422
	Iteration 64Q: 3 clusters Score -7466352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -7466348.000000 Penalty: 5253.357422
	Iteration 65Q: 3 clusters Score -7466348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -7466358.500000 Penalty: 5253.357422
	Iteration 66Q: 3 clusters Score -7466358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -7466367.000000 Penalty: 5253.357422
	Iteration 67Q: 3 clusters Score -7466367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -7466373.000000 Penalty: 5253.357422
	Iteration 68Q: 3 clusters Score -7466373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -7466385.000000 Penalty: 5253.357422
	Iteration 69Q: 3 clusters Score -7466385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -7466400.500000 Penalty: 5253.357422
	Iteration 70Q: 3 clusters Score -7466400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -7466389.000000 Penalty: 5253.357422
	Iteration 71Q: 3 clusters Score -7466389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -7466396.500000 Penalty: 5253.357422
	Iteration 72Q: 3 clusters Score -7466396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -7466414.000000 Penalty: 5253.357422
	Iteration 73Q: 3 clusters Score -7466414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -7466423.000000 Penalty: 5253.357422
	Iteration 74Q: 3 clusters Score -7466423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -7466418.000000 Penalty: 5253.357422
	Iteration 75Q: 3 clusters Score -7466418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -7466430.000000 Penalty: 5253.357422
	Iteration 76Q: 3 clusters Score -7466430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -7466427.000000 Penalty: 5253.357422
	Iteration 77Q: 3 clusters Score -7466427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -7466419.500000 Penalty: 5253.357422
	Iteration 78Q: 3 clusters Score -7466420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7466410.000000 Penalty: 5253.357422
	Iteration 79Q: 3 clusters Score -7466410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -7466429.500000 Penalty: 5253.357422
	Iteration 80F: 3 clusters Score -7466430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -7466427.000000 Penalty: 5253.357422
	Iteration 81Q: 3 clusters Score -7466427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -7466437.000000 Penalty: 5253.357422
	Iteration 82Q: 3 clusters Score -7466437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -7466447.000000 Penalty: 5253.357422
	Iteration 83Q: 3 clusters Score -7466447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7466440.000000 Penalty: 5253.357422
	Iteration 84Q: 3 clusters Score -7466440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -7466436.500000 Penalty: 5253.357422
	Iteration 85Q: 3 clusters Score -7466436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -7466440.000000 Penalty: 5253.357422
	Iteration 86Q: 3 clusters Score -7466440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7466444.000000 Penalty: 5253.357422
	Iteration 87Q: 3 clusters Score -7466444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7466446.500000 Penalty: 5253.357422
	Iteration 88Q: 3 clusters Score -7466446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7466447.000000 Penalty: 5253.357422
	Iteration 89Q: 3 clusters Score -7466447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -7466438.000000 Penalty: 5253.357422
	Iteration 90Q: 3 clusters Score -7466438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -7466447.000000 Penalty: 5253.357422
	Iteration 91Q: 3 clusters Score -7466447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7466454.000000 Penalty: 5253.357422
	Iteration 92Q: 3 clusters Score -7466454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -7466448.500000 Penalty: 5253.357422
	Iteration 93Q: 3 clusters Score -7466448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -7466458.500000 Penalty: 5253.357422
	Iteration 94Q: 3 clusters Score -7466458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7466463.000000 Penalty: 5253.357422
	Iteration 95Q: 3 clusters Score -7466463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -7466467.000000 Penalty: 5253.357422
	Iteration 96Q: 3 clusters Score -7466467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7466473.000000 Penalty: 5253.357422
	Iteration 97Q: 3 clusters Score -7466473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -7466478.500000 Penalty: 5253.357422
	Iteration 98Q: 3 clusters Score -7466478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7466474.000000 Penalty: 5253.357422
	Iteration 99Q: 3 clusters Score -7466474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7466484.500000 Penalty: 5253.357422
	Iteration 100F: 3 clusters Score -7466484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -7466493.000000 Penalty: 5253.357422
	Iteration 101Q: 3 clusters Score -7466493 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7466488.000000 Penalty: 5253.357422
	Iteration 102Q: 3 clusters Score -7466488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -7466494.500000 Penalty: 5253.357422
	Iteration 103Q: 3 clusters Score -7466494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -7466492.000000 Penalty: 5253.357422
	Iteration 104Q: 3 clusters Score -7466492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -7466498.000000 Penalty: 5253.357422
	Iteration 105Q: 3 clusters Score -7466498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -7466500.500000 Penalty: 5253.357422
	Iteration 106Q: 3 clusters Score -7466500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -7466511.500000 Penalty: 5253.357422
	Iteration 107Q: 3 clusters Score -7466512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -7466514.500000 Penalty: 5253.357422
	Iteration 108Q: 3 clusters Score -7466514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -7466517.000000 Penalty: 5253.357422
	Iteration 109Q: 3 clusters Score -7466517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7466521.000000 Penalty: 5253.357422
	Iteration 110Q: 3 clusters Score -7466521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7466524.500000 Penalty: 5253.357422
	Iteration 111Q: 3 clusters Score -7466524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -7466532.500000 Penalty: 5253.357422
	Iteration 112Q: 3 clusters Score -7466532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7466537.000000 Penalty: 5253.357422
	Iteration 113Q: 3 clusters Score -7466537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -7466536.000000 Penalty: 5253.357422
	Iteration 114Q: 3 clusters Score -7466536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7466544.000000 Penalty: 5253.357422
	Iteration 115Q: 3 clusters Score -7466544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -7466544.000000 Penalty: 5253.357422
	Iteration 116Q: 3 clusters Score -7466544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -7466543.000000 Penalty: 5253.357422
	Iteration 117Q: 3 clusters Score -7466543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7466542.000000 Penalty: 5253.357422
	Iteration 118Q: 3 clusters Score -7466542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7466539.000000 Penalty: 5253.357422
	Iteration 119Q: 3 clusters Score -7466539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -7466552.500000 Penalty: 5253.357422
	Iteration 120F: 3 clusters Score -7466552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -7466558.500000 Penalty: 5253.357422
	Iteration 121Q: 3 clusters Score -7466558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7466554.000000 Penalty: 5253.357422
	Iteration 122Q: 3 clusters Score -7466554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7466554.000000 Penalty: 5253.357422
	Iteration 123Q: 3 clusters Score -7466554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -7466552.500000 Penalty: 5253.357422
	Iteration 124Q: 3 clusters Score -7466552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -7466551.000000 Penalty: 5253.357422
	Iteration 125Q: 3 clusters Score -7466551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -7466550.000000 Penalty: 5253.357422
	Iteration 126Q: 3 clusters Score -7466550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -7466550.000000 Penalty: 5253.357422
	Iteration 127F: 3 clusters Score -7466550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Entering Unmasked Estep 
Score: -9059592.000000 Penalty: 2674.798340
	Iteration 0F: 2 clusters Score -9059592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -9029489.000000 Penalty: 5349.596680
	Iteration 0F: 3 clusters Score -9029489 nChanged 22319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -9041707.000000 Penalty: 5349.596680
	Iteration 1F: 3 clusters Score -9041707 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -9042204.000000 Penalty: 5349.596680
	Iteration 2Q: 3 clusters Score -9042204 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -9042603.000000 Penalty: 5349.596680
	Iteration 3Q: 3 clusters Score -9042603 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -9043001.000000 Penalty: 5349.596680
	Iteration 4Q: 3 clusters Score -9043001 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -9043371.000000 Penalty: 5349.596680
	Iteration 5Q: 3 clusters Score -9043371 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -9043756.000000 Penalty: 5349.596680
	Iteration 6Q: 3 clusters Score -9043756 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -9044159.000000 Penalty: 5349.596680
	Iteration 7Q: 3 clusters Score -9044159 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -9044738.000000 Penalty: 5349.596680
	Iteration 8Q: 3 clusters Score -9044738 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -9045522.000000 Penalty: 5349.596680
	Iteration 9Q: 3 clusters Score -9045522 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -9046614.000000 Penalty: 5349.596680
	Iteration 10Q: 3 clusters Score -9046614 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -9048233.000000 Penalty: 5349.596680
	Iteration 11Q: 3 clusters Score -9048233 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -9050110.000000 Penalty: 5349.596680
	Iteration 12F: 3 clusters Score -9050110 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -9051667.000000 Penalty: 5349.596680
	Iteration 13F: 3 clusters Score -9051667 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -9052559.000000 Penalty: 5349.596680
	Iteration 14Q: 3 clusters Score -9052559 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -9053053.000000 Penalty: 5349.596680
	Iteration 15Q: 3 clusters Score -9053053 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -9053382.000000 Penalty: 5349.596680
	Iteration 16Q: 3 clusters Score -9053382 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -9053705.000000 Penalty: 5349.596680
	Iteration 17Q: 3 clusters Score -9053705 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -9053999.000000 Penalty: 5349.596680
	Iteration 18Q: 3 clusters Score -9053999 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -9054354.000000 Penalty: 5349.596680
	Iteration 19Q: 3 clusters Score -9054354 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -9054804.000000 Penalty: 5349.596680
	Iteration 20F: 3 clusters Score -9054804 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -9055134.000000 Penalty: 5349.596680
	Iteration 21Q: 3 clusters Score -9055134 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -9055489.000000 Penalty: 5349.596680
	Iteration 22Q: 3 clusters Score -9055489 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -9055776.000000 Penalty: 5349.596680
	Iteration 23Q: 3 clusters Score -9055776 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -9056014.000000 Penalty: 5349.596680
	Iteration 24Q: 3 clusters Score -9056014 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -9056223.000000 Penalty: 5349.596680
	Iteration 25Q: 3 clusters Score -9056223 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -9056423.000000 Penalty: 5349.596680
	Iteration 26Q: 3 clusters Score -9056423 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -9056607.000000 Penalty: 5349.596680
	Iteration 27Q: 3 clusters Score -9056607 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -9056714.000000 Penalty: 5349.596680
	Iteration 28Q: 3 clusters Score -9056714 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -9056801.000000 Penalty: 5349.596680
	Iteration 29Q: 3 clusters Score -9056801 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -9056869.000000 Penalty: 5349.596680
	Iteration 30Q: 3 clusters Score -9056869 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -9056918.000000 Penalty: 5349.596680
	Iteration 31Q: 3 clusters Score -9056918 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -9056926.000000 Penalty: 5349.596680
	Iteration 32Q: 3 clusters Score -9056926 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -9056960.000000 Penalty: 5349.596680
	Iteration 33Q: 3 clusters Score -9056960 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9056971.000000 Penalty: 5349.596680
	Iteration 34Q: 3 clusters Score -9056971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -9056971.000000 Penalty: 5349.596680
	Iteration 35Q: 3 clusters Score -9056971 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -9056975.000000 Penalty: 5349.596680
	Iteration 36Q: 3 clusters Score -9056975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -9056977.000000 Penalty: 5349.596680
	Iteration 37Q: 3 clusters Score -9056977 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -9056968.000000 Penalty: 5349.596680
	Iteration 38Q: 3 clusters Score -9056968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -9056965.000000 Penalty: 5349.596680
	Iteration 39Q: 3 clusters Score -9056965 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -9056995.000000 Penalty: 5349.596680
	Iteration 40F: 3 clusters Score -9056995 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -9057025.000000 Penalty: 5349.596680
	Iteration 41Q: 3 clusters Score -9057025 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -9057019.000000 Penalty: 5349.596680
	Iteration 42Q: 3 clusters Score -9057019 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -9057023.000000 Penalty: 5349.596680
	Iteration 43Q: 3 clusters Score -9057023 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -9057018.000000 Penalty: 5349.596680
	Iteration 44Q: 3 clusters Score -9057018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -9057039.000000 Penalty: 5349.596680
	Iteration 45Q: 3 clusters Score -9057039 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9057024.000000 Penalty: 5349.596680
	Iteration 46Q: 3 clusters Score -9057024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9057031.000000 Penalty: 5349.596680
	Iteration 47Q: 3 clusters Score -9057031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -9057039.000000 Penalty: 5349.596680
	Iteration 48Q: 3 clusters Score -9057039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
Score: -9057039.000000 Penalty: 5349.596680
	Iteration 49Q: 3 clusters Score -9057039 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -9057033.000000 Penalty: 5349.596680
	Iteration 50Q: 3 clusters Score -9057033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -9057033.000000 Penalty: 5349.596680
	Iteration 51Q: 3 clusters Score -9057033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -9057045.000000 Penalty: 5349.596680
	Iteration 52Q: 3 clusters Score -9057045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -9057050.000000 Penalty: 5349.596680
	Iteration 53Q: 3 clusters Score -9057050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -9057034.000000 Penalty: 5349.596680
	Iteration 54Q: 3 clusters Score -9057034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -9057040.000000 Penalty: 5349.596680
	Iteration 55Q: 3 clusters Score -9057040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -9057042.000000 Penalty: 5349.596680
	Iteration 56Q: 3 clusters Score -9057042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -9057046.000000 Penalty: 5349.596680
	Iteration 57Q: 3 clusters Score -9057046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9057040.000000 Penalty: 5349.596680
	Iteration 58Q: 3 clusters Score -9057040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -9057044.000000 Penalty: 5349.596680
	Iteration 59Q: 3 clusters Score -9057044 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -9057036.000000 Penalty: 5349.596680
	Iteration 60F: 3 clusters Score -9057036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -9057024.000000 Penalty: 5349.596680
	Iteration 61Q: 3 clusters Score -9057024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -9057024.000000 Penalty: 5349.596680
	Iteration 62Q: 3 clusters Score -9057024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -9057037.000000 Penalty: 5349.596680
	Iteration 63Q: 3 clusters Score -9057037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -9057031.000000 Penalty: 5349.596680
	Iteration 64Q: 3 clusters Score -9057031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -9057035.000000 Penalty: 5349.596680
	Iteration 65Q: 3 clusters Score -9057035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -9057032.000000 Penalty: 5349.596680
	Iteration 66Q: 3 clusters Score -9057032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -9057046.000000 Penalty: 5349.596680
	Iteration 67Q: 3 clusters Score -9057046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -9057044.000000 Penalty: 5349.596680
	Iteration 68Q: 3 clusters Score -9057044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -9057043.000000 Penalty: 5349.596680
	Iteration 69Q: 3 clusters Score -9057043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -9057022.000000 Penalty: 5349.596680
	Iteration 70Q: 3 clusters Score -9057022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -9057023.000000 Penalty: 5349.596680
	Iteration 71Q: 3 clusters Score -9057023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -9057044.000000 Penalty: 5349.596680
	Iteration 72Q: 3 clusters Score -9057044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -9057046.000000 Penalty: 5349.596680
	Iteration 73Q: 3 clusters Score -9057046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9057053.000000 Penalty: 5349.596680
	Iteration 74Q: 3 clusters Score -9057053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -9057045.000000 Penalty: 5349.596680
	Iteration 75Q: 3 clusters Score -9057045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -9057050.000000 Penalty: 5349.596680
	Iteration 76Q: 3 clusters Score -9057050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -9057051.000000 Penalty: 5349.596680
	Iteration 77Q: 3 clusters Score -9057051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -9057055.000000 Penalty: 5349.596680
	Iteration 78Q: 3 clusters Score -9057055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -9057061.000000 Penalty: 5349.596680
	Iteration 79Q: 3 clusters Score -9057061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -9057058.000000 Penalty: 5349.596680
	Iteration 80F: 3 clusters Score -9057058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -9057073.000000 Penalty: 5349.596680
	Iteration 81Q: 3 clusters Score -9057073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -9057058.000000 Penalty: 5349.596680
	Iteration 82Q: 3 clusters Score -9057058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -9057068.000000 Penalty: 5349.596680
	Iteration 83Q: 3 clusters Score -9057068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -9057067.000000 Penalty: 5349.596680
	Iteration 84Q: 3 clusters Score -9057067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -9057057.000000 Penalty: 5349.596680
	Iteration 85Q: 3 clusters Score -9057057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -9057054.000000 Penalty: 5349.596680
	Iteration 86Q: 3 clusters Score -9057054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -9057059.000000 Penalty: 5349.596680
	Iteration 87Q: 3 clusters Score -9057059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -9057051.000000 Penalty: 5349.596680
	Iteration 88Q: 3 clusters Score -9057051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -9057051.000000 Penalty: 5349.596680
	Iteration 89Q: 3 clusters Score -9057051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -9057047.000000 Penalty: 5349.596680
	Iteration 90Q: 3 clusters Score -9057047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -9057051.000000 Penalty: 5349.596680
	Iteration 91Q: 3 clusters Score -9057051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -9057047.000000 Penalty: 5349.596680
	Iteration 92Q: 3 clusters Score -9057047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -9057047.000000 Penalty: 5349.596680
	Iteration 93Q: 3 clusters Score -9057047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -9057047.000000 Penalty: 5349.596680
	Iteration 94Q: 3 clusters Score -9057047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -9057047.000000 Penalty: 5349.596680
	Iteration 95F: 3 clusters Score -9057047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24252.150391 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24252.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24432.214844 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24432.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -24488.023438 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -24488.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24530.523438 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24530.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -24563.937500 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24563.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -24581.455078 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24581.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24583.382812 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -24583.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24584.554688 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -24584.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24586.220703 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -24586.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24586.220703 Penalty: 2842.129395
	Iteration 9F: 3 clusters Score -24586.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Entering Unmasked Estep 
Score: -6126030.000000 Penalty: 2578.060547
	Iteration 0F: 2 clusters Score -6126030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -6103733.500000 Penalty: 5156.121094
	Iteration 0F: 3 clusters Score -6103734 nChanged 14838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -6111720.000000 Penalty: 5156.121094
	Iteration 1F: 3 clusters Score -6111720 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -6112160.500000 Penalty: 5156.121094
	Iteration 2Q: 3 clusters Score -6112160 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -6112594.500000 Penalty: 5156.121094
	Iteration 3Q: 3 clusters Score -6112594 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6113175.000000 Penalty: 5156.121094
	Iteration 4Q: 3 clusters Score -6113175 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -6114198.000000 Penalty: 5156.121094
	Iteration 5F: 3 clusters Score -6114198 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6115867.500000 Penalty: 5156.121094
	Iteration 6F: 3 clusters Score -6115868 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -6118057.500000 Penalty: 5156.121094
	Iteration 7F: 3 clusters Score -6118058 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6120375.000000 Penalty: 5156.121094
	Iteration 8F: 3 clusters Score -6120375 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -6122257.500000 Penalty: 5156.121094
	Iteration 9F: 3 clusters Score -6122258 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -6123613.500000 Penalty: 5156.121094
	Iteration 10Q: 3 clusters Score -6123614 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6124345.500000 Penalty: 5156.121094
	Iteration 11Q: 3 clusters Score -6124346 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6124631.000000 Penalty: 5156.121094
	Iteration 12Q: 3 clusters Score -6124631 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -6124746.000000 Penalty: 5156.121094
	Iteration 13Q: 3 clusters Score -6124746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -6124770.500000 Penalty: 5156.121094
	Iteration 14Q: 3 clusters Score -6124770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -6124782.500000 Penalty: 5156.121094
	Iteration 15Q: 3 clusters Score -6124782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -6124779.500000 Penalty: 5156.121094
	Iteration 16Q: 3 clusters Score -6124780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -6124779.500000 Penalty: 5156.121094
	Iteration 17Q: 3 clusters Score -6124780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -6124794.500000 Penalty: 5156.121094
	Iteration 18Q: 3 clusters Score -6124794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6124799.000000 Penalty: 5156.121094
	Iteration 19Q: 3 clusters Score -6124799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 30086 members 
Entering Unmasked Estep 
Score: -6124802.500000 Penalty: 5156.121094
	Iteration 20F: 3 clusters Score -6124802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -6124800.500000 Penalty: 5156.121094
	Iteration 21Q: 3 clusters Score -6124800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -6124797.000000 Penalty: 5156.121094
	Iteration 22Q: 3 clusters Score -6124797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -6124802.000000 Penalty: 5156.121094
	Iteration 23Q: 3 clusters Score -6124802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -6124804.000000 Penalty: 5156.121094
	Iteration 24Q: 3 clusters Score -6124804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -6124805.000000 Penalty: 5156.121094
	Iteration 25Q: 3 clusters Score -6124805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -6124798.000000 Penalty: 5156.121094
	Iteration 26Q: 3 clusters Score -6124798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6124804.000000 Penalty: 5156.121094
	Iteration 27Q: 3 clusters Score -6124804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6124800.000000 Penalty: 5156.121094
	Iteration 28Q: 3 clusters Score -6124800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -6124798.500000 Penalty: 5156.121094
	Iteration 29Q: 3 clusters Score -6124798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6124799.500000 Penalty: 5156.121094
	Iteration 30Q: 3 clusters Score -6124800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6124801.000000 Penalty: 5156.121094
	Iteration 31Q: 3 clusters Score -6124801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6124811.500000 Penalty: 5156.121094
	Iteration 32Q: 3 clusters Score -6124812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6124813.500000 Penalty: 5156.121094
	Iteration 33Q: 3 clusters Score -6124814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6124810.000000 Penalty: 5156.121094
	Iteration 34Q: 3 clusters Score -6124810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -6124810.500000 Penalty: 5156.121094
	Iteration 35Q: 3 clusters Score -6124810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -6124813.500000 Penalty: 5156.121094
	Iteration 36Q: 3 clusters Score -6124814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -6124814.500000 Penalty: 5156.121094
	Iteration 37Q: 3 clusters Score -6124814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -6124816.000000 Penalty: 5156.121094
	Iteration 38Q: 3 clusters Score -6124816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -6124816.000000 Penalty: 5156.121094
	Iteration 39F: 3 clusters Score -6124816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84317.281250 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84317.28 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84760.281250 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84760.28 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85028.187500 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -85028.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85246.484375 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85246.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85416.296875 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -85416.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85525.593750 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85525.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85578.992188 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85578.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85600.289062 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85600.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85608.835938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85608.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85608.835938 Penalty: 3192.330566
	Iteration 9F: 3 clusters Score -85608.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -131796.218750 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -131796.2 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 375 members 
Entering Unmasked Estep 
Score: -130071.132812 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -130071.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -130432.031250 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -130432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -130564.718750 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -130564.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130752.164062 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -130752.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -130870.000000 Penalty: 3294.673340
	Iteration 4F: 3 clusters Score -130870 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -130956.242188 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -130956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131031.695312 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -131031.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -131084.890625 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -131084.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -131130.343750 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -131130.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131165.515625 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -131165.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131193.328125 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -131193.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131211.484375 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -131211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131217.500000 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -131217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131223.296875 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -131223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131227.062500 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -131227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131233.468750 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -131233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -131240.796875 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -131240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131247.500000 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -131247.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131252.343750 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -131252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131252.718750 Penalty: 3294.673340
	Iteration 19F: 3 clusters Score -131252.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131262.312500 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -131262.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131265.093750 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -131265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -131265.953125 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -131266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -131268.484375 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -131268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131271.328125 Penalty: 3294.673340
	Iteration 24Q: 3 clusters Score -131271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131272.515625 Penalty: 3294.673340
	Iteration 25Q: 3 clusters Score -131272.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131274.125000 Penalty: 3294.673340
	Iteration 26Q: 3 clusters Score -131274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131274.125000 Penalty: 3294.673340
	Iteration 27F: 3 clusters Score -131274.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Entering Unmasked Estep 
Score: -5385784.000000 Penalty: 2546.255127
	Iteration 0F: 2 clusters Score -5385784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -5366089.500000 Penalty: 5092.510254
	Iteration 0F: 3 clusters Score -5366090 nChanged 12963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5372967.500000 Penalty: 5092.510254
	Iteration 1F: 3 clusters Score -5372968 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -5373345.000000 Penalty: 5092.510254
	Iteration 2Q: 3 clusters Score -5373345 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -5373668.500000 Penalty: 5092.510254
	Iteration 3Q: 3 clusters Score -5373668 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -5373935.500000 Penalty: 5092.510254
	Iteration 4Q: 3 clusters Score -5373936 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -5374208.000000 Penalty: 5092.510254
	Iteration 5Q: 3 clusters Score -5374208 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -5374596.000000 Penalty: 5092.510254
	Iteration 6Q: 3 clusters Score -5374596 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -5374972.000000 Penalty: 5092.510254
	Iteration 7Q: 3 clusters Score -5374972 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -5375514.000000 Penalty: 5092.510254
	Iteration 8Q: 3 clusters Score -5375514 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -5376294.000000 Penalty: 5092.510254
	Iteration 9Q: 3 clusters Score -5376294 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5377376.000000 Penalty: 5092.510254
	Iteration 10F: 3 clusters Score -5377376 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5378799.000000 Penalty: 5092.510254
	Iteration 11F: 3 clusters Score -5378799 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5380276.500000 Penalty: 5092.510254
	Iteration 12F: 3 clusters Score -5380276 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5381518.500000 Penalty: 5092.510254
	Iteration 13Q: 3 clusters Score -5381518 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5382344.500000 Penalty: 5092.510254
	Iteration 14Q: 3 clusters Score -5382344 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5382786.000000 Penalty: 5092.510254
	Iteration 15Q: 3 clusters Score -5382786 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5382988.500000 Penalty: 5092.510254
	Iteration 16Q: 3 clusters Score -5382988 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5383109.500000 Penalty: 5092.510254
	Iteration 17Q: 3 clusters Score -5383110 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -5383187.500000 Penalty: 5092.510254
	Iteration 18Q: 3 clusters Score -5383188 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5383263.000000 Penalty: 5092.510254
	Iteration 19Q: 3 clusters Score -5383263 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5383320.000000 Penalty: 5092.510254
	Iteration 20F: 3 clusters Score -5383320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5383393.500000 Penalty: 5092.510254
	Iteration 21Q: 3 clusters Score -5383394 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5383443.000000 Penalty: 5092.510254
	Iteration 22Q: 3 clusters Score -5383443 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5383488.000000 Penalty: 5092.510254
	Iteration 23Q: 3 clusters Score -5383488 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5383513.000000 Penalty: 5092.510254
	Iteration 24Q: 3 clusters Score -5383513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5383547.000000 Penalty: 5092.510254
	Iteration 25Q: 3 clusters Score -5383547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5383569.000000 Penalty: 5092.510254
	Iteration 26Q: 3 clusters Score -5383569 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5383589.500000 Penalty: 5092.510254
	Iteration 27Q: 3 clusters Score -5383590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5383604.500000 Penalty: 5092.510254
	Iteration 28Q: 3 clusters Score -5383604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5383628.500000 Penalty: 5092.510254
	Iteration 29Q: 3 clusters Score -5383628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5383638.500000 Penalty: 5092.510254
	Iteration 30Q: 3 clusters Score -5383638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5383644.500000 Penalty: 5092.510254
	Iteration 31Q: 3 clusters Score -5383644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5383656.500000 Penalty: 5092.510254
	Iteration 32Q: 3 clusters Score -5383656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5383654.500000 Penalty: 5092.510254
	Iteration 33Q: 3 clusters Score -5383654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5383661.000000 Penalty: 5092.510254
	Iteration 34Q: 3 clusters Score -5383661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5383661.000000 Penalty: 5092.510254
	Iteration 35Q: 3 clusters Score -5383661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5383655.500000 Penalty: 5092.510254
	Iteration 36Q: 3 clusters Score -5383656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28082 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5383667.500000 Penalty: 5092.510254
	Iteration 37Q: 3 clusters Score -5383668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5383677.000000 Penalty: 5092.510254
	Iteration 38Q: 3 clusters Score -5383677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5383678.000000 Penalty: 5092.510254
	Iteration 39Q: 3 clusters Score -5383678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5383680.500000 Penalty: 5092.510254
	Iteration 40F: 3 clusters Score -5383680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (45632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Entering Unmasked Estep 
Score: -8632482.000000 Penalty: 2660.634521
	Iteration 0F: 2 clusters Score -8632482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -8603959.000000 Penalty: 5321.269043
	Iteration 0F: 3 clusters Score -8603959 nChanged 21061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8615513.000000 Penalty: 5321.269043
	Iteration 1F: 3 clusters Score -8615513 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -8615972.000000 Penalty: 5321.269043
	Iteration 2Q: 3 clusters Score -8615972 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8616336.000000 Penalty: 5321.269043
	Iteration 3Q: 3 clusters Score -8616336 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8616736.000000 Penalty: 5321.269043
	Iteration 4Q: 3 clusters Score -8616736 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -8617235.000000 Penalty: 5321.269043
	Iteration 5Q: 3 clusters Score -8617235 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -8618075.000000 Penalty: 5321.269043
	Iteration 6Q: 3 clusters Score -8618075 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -8619361.000000 Penalty: 5321.269043
	Iteration 7F: 3 clusters Score -8619361 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8621207.000000 Penalty: 5321.269043
	Iteration 8F: 3 clusters Score -8621207 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -8623739.000000 Penalty: 5321.269043
	Iteration 9F: 3 clusters Score -8623739 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8626228.000000 Penalty: 5321.269043
	Iteration 10F: 3 clusters Score -8626228 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8628026.000000 Penalty: 5321.269043
	Iteration 11F: 3 clusters Score -8628026 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8629210.000000 Penalty: 5321.269043
	Iteration 12Q: 3 clusters Score -8629210 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8629694.000000 Penalty: 5321.269043
	Iteration 13Q: 3 clusters Score -8629694 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8629903.000000 Penalty: 5321.269043
	Iteration 14Q: 3 clusters Score -8629903 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8630028.000000 Penalty: 5321.269043
	Iteration 15Q: 3 clusters Score -8630028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8630100.000000 Penalty: 5321.269043
	Iteration 16Q: 3 clusters Score -8630100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8630144.000000 Penalty: 5321.269043
	Iteration 17Q: 3 clusters Score -8630144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8630192.000000 Penalty: 5321.269043
	Iteration 18Q: 3 clusters Score -8630192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8630206.000000 Penalty: 5321.269043
	Iteration 19Q: 3 clusters Score -8630206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8630218.000000 Penalty: 5321.269043
	Iteration 20F: 3 clusters Score -8630218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8630219.000000 Penalty: 5321.269043
	Iteration 21Q: 3 clusters Score -8630219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8630241.000000 Penalty: 5321.269043
	Iteration 22Q: 3 clusters Score -8630241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8630247.000000 Penalty: 5321.269043
	Iteration 23Q: 3 clusters Score -8630247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8630251.000000 Penalty: 5321.269043
	Iteration 24Q: 3 clusters Score -8630251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8630251.000000 Penalty: 5321.269043
	Iteration 25F: 3 clusters Score -8630251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -196620.515625 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -196620.5 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 604 members 
Entering Unmasked Estep 
Score: -194537.406250 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -194537.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195000.218750 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -195000.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195228.593750 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -195228.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195435.750000 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -195435.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195642.843750 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -195642.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195843.703125 Penalty: 3517.091309
	Iteration 5F: 3 clusters Score -195843.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -195996.703125 Penalty: 3517.091309
	Iteration 6F: 3 clusters Score -195996.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -196110.500000 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -196110.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -196198.125000 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -196198.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -196277.703125 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -196277.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -196303.515625 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -196303.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -196315.359375 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -196315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -196319.875000 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -196319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -196325.890625 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -196325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -196329.609375 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -196329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -196334.562500 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -196334.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -196336.093750 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -196336.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -196337.421875 Penalty: 3517.091309
	Iteration 17Q: 3 clusters Score -196337.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -196337.421875 Penalty: 3517.091309
	Iteration 18F: 3 clusters Score -196337.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (27884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Entering Unmasked Estep 
Score: -5195851.500000 Penalty: 2538.480469
	Iteration 0F: 2 clusters Score -5195852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -5176902.000000 Penalty: 5076.960938
	Iteration 0F: 3 clusters Score -5176902 nChanged 12411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -5183517.500000 Penalty: 5076.960938
	Iteration 1F: 3 clusters Score -5183518 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5183950.000000 Penalty: 5076.960938
	Iteration 2Q: 3 clusters Score -5183950 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -5184300.000000 Penalty: 5076.960938
	Iteration 3Q: 3 clusters Score -5184300 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -5184699.000000 Penalty: 5076.960938
	Iteration 4Q: 3 clusters Score -5184699 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -5185044.000000 Penalty: 5076.960938
	Iteration 5Q: 3 clusters Score -5185044 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -5185456.000000 Penalty: 5076.960938
	Iteration 6Q: 3 clusters Score -5185456 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -5185939.000000 Penalty: 5076.960938
	Iteration 7Q: 3 clusters Score -5185939 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -5186532.500000 Penalty: 5076.960938
	Iteration 8Q: 3 clusters Score -5186532 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5187315.000000 Penalty: 5076.960938
	Iteration 9Q: 3 clusters Score -5187315 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -5188384.000000 Penalty: 5076.960938
	Iteration 10F: 3 clusters Score -5188384 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5189622.000000 Penalty: 5076.960938
	Iteration 11F: 3 clusters Score -5189622 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -5190935.000000 Penalty: 5076.960938
	Iteration 12Q: 3 clusters Score -5190935 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -5191806.000000 Penalty: 5076.960938
	Iteration 13Q: 3 clusters Score -5191806 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5192194.000000 Penalty: 5076.960938
	Iteration 14Q: 3 clusters Score -5192194 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -5192398.000000 Penalty: 5076.960938
	Iteration 15Q: 3 clusters Score -5192398 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -5192543.500000 Penalty: 5076.960938
	Iteration 16Q: 3 clusters Score -5192544 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5192684.000000 Penalty: 5076.960938
	Iteration 17Q: 3 clusters Score -5192684 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5192821.500000 Penalty: 5076.960938
	Iteration 18Q: 3 clusters Score -5192822 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -5192958.000000 Penalty: 5076.960938
	Iteration 19Q: 3 clusters Score -5192958 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5193059.500000 Penalty: 5076.960938
	Iteration 20F: 3 clusters Score -5193060 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5193131.000000 Penalty: 5076.960938
	Iteration 21Q: 3 clusters Score -5193131 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -5193224.500000 Penalty: 5076.960938
	Iteration 22Q: 3 clusters Score -5193224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -5193284.000000 Penalty: 5076.960938
	Iteration 23Q: 3 clusters Score -5193284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -5193319.500000 Penalty: 5076.960938
	Iteration 24Q: 3 clusters Score -5193320 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -5193344.000000 Penalty: 5076.960938
	Iteration 25Q: 3 clusters Score -5193344 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5193393.000000 Penalty: 5076.960938
	Iteration 26Q: 3 clusters Score -5193393 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5193413.500000 Penalty: 5076.960938
	Iteration 27Q: 3 clusters Score -5193414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5193450.000000 Penalty: 5076.960938
	Iteration 28Q: 3 clusters Score -5193450 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5193498.500000 Penalty: 5076.960938
	Iteration 29Q: 3 clusters Score -5193498 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5193538.500000 Penalty: 5076.960938
	Iteration 30Q: 3 clusters Score -5193538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5193580.000000 Penalty: 5076.960938
	Iteration 31Q: 3 clusters Score -5193580 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5193603.000000 Penalty: 5076.960938
	Iteration 32Q: 3 clusters Score -5193603 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5193616.500000 Penalty: 5076.960938
	Iteration 33Q: 3 clusters Score -5193616 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5193633.500000 Penalty: 5076.960938
	Iteration 34Q: 3 clusters Score -5193634 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5193669.500000 Penalty: 5076.960938
	Iteration 35Q: 3 clusters Score -5193670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5193686.000000 Penalty: 5076.960938
	Iteration 36Q: 3 clusters Score -5193686 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5193711.000000 Penalty: 5076.960938
	Iteration 37Q: 3 clusters Score -5193711 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5193724.000000 Penalty: 5076.960938
	Iteration 38Q: 3 clusters Score -5193724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5193728.500000 Penalty: 5076.960938
	Iteration 39Q: 3 clusters Score -5193728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5193718.500000 Penalty: 5076.960938
	Iteration 40F: 3 clusters Score -5193718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5193720.000000 Penalty: 5076.960938
	Iteration 41Q: 3 clusters Score -5193720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5193737.500000 Penalty: 5076.960938
	Iteration 42Q: 3 clusters Score -5193738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5193741.500000 Penalty: 5076.960938
	Iteration 43Q: 3 clusters Score -5193742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5193757.000000 Penalty: 5076.960938
	Iteration 44Q: 3 clusters Score -5193757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5193747.000000 Penalty: 5076.960938
	Iteration 45Q: 3 clusters Score -5193747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5193746.500000 Penalty: 5076.960938
	Iteration 46Q: 3 clusters Score -5193746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5193748.000000 Penalty: 5076.960938
	Iteration 47Q: 3 clusters Score -5193748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5193756.000000 Penalty: 5076.960938
	Iteration 48Q: 3 clusters Score -5193756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -5193763.500000 Penalty: 5076.960938
	Iteration 49Q: 3 clusters Score -5193764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5193763.000000 Penalty: 5076.960938
	Iteration 50Q: 3 clusters Score -5193763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -5193762.000000 Penalty: 5076.960938
	Iteration 51Q: 3 clusters Score -5193762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5193765.000000 Penalty: 5076.960938
	Iteration 52Q: 3 clusters Score -5193765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5193764.000000 Penalty: 5076.960938
	Iteration 53Q: 3 clusters Score -5193764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5193767.000000 Penalty: 5076.960938
	Iteration 54Q: 3 clusters Score -5193767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5193768.500000 Penalty: 5076.960938
	Iteration 55Q: 3 clusters Score -5193768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5193771.500000 Penalty: 5076.960938
	Iteration 56Q: 3 clusters Score -5193772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5193766.500000 Penalty: 5076.960938
	Iteration 57Q: 3 clusters Score -5193766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5193764.500000 Penalty: 5076.960938
	Iteration 58Q: 3 clusters Score -5193764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5193764.500000 Penalty: 5076.960938
	Iteration 59Q: 3 clusters Score -5193764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5193766.000000 Penalty: 5076.960938
	Iteration 60F: 3 clusters Score -5193766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5193764.000000 Penalty: 5076.960938
	Iteration 61Q: 3 clusters Score -5193764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5193763.500000 Penalty: 5076.960938
	Iteration 62Q: 3 clusters Score -5193764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5193771.500000 Penalty: 5076.960938
	Iteration 63Q: 3 clusters Score -5193772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5193767.000000 Penalty: 5076.960938
	Iteration 64Q: 3 clusters Score -5193767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5193776.000000 Penalty: 5076.960938
	Iteration 65Q: 3 clusters Score -5193776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5193782.500000 Penalty: 5076.960938
	Iteration 66Q: 3 clusters Score -5193782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5193783.500000 Penalty: 5076.960938
	Iteration 67Q: 3 clusters Score -5193784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5193770.000000 Penalty: 5076.960938
	Iteration 68Q: 3 clusters Score -5193770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5193775.000000 Penalty: 5076.960938
	Iteration 69Q: 3 clusters Score -5193775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5193781.000000 Penalty: 5076.960938
	Iteration 70Q: 3 clusters Score -5193781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5193781.500000 Penalty: 5076.960938
	Iteration 71Q: 3 clusters Score -5193782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5193785.000000 Penalty: 5076.960938
	Iteration 72Q: 3 clusters Score -5193785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5193790.500000 Penalty: 5076.960938
	Iteration 73Q: 3 clusters Score -5193790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5193786.500000 Penalty: 5076.960938
	Iteration 74Q: 3 clusters Score -5193786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5193793.500000 Penalty: 5076.960938
	Iteration 75Q: 3 clusters Score -5193794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5193793.500000 Penalty: 5076.960938
	Iteration 76F: 3 clusters Score -5193794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Entering Unmasked Estep 
Score: -363018.125000 Penalty: 1887.491455
	Iteration 0F: 2 clusters Score -363018.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -360372.250000 Penalty: 3774.982910
	Iteration 0F: 3 clusters Score -360372.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -360841.031250 Penalty: 3774.982910
	Iteration 1F: 3 clusters Score -360841 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -360970.843750 Penalty: 3774.982910
	Iteration 2F: 3 clusters Score -360970.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -361037.718750 Penalty: 3774.982910
	Iteration 3Q: 3 clusters Score -361037.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -361078.937500 Penalty: 3774.982910
	Iteration 4Q: 3 clusters Score -361078.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -361101.312500 Penalty: 3774.982910
	Iteration 5Q: 3 clusters Score -361101.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -361119.593750 Penalty: 3774.982910
	Iteration 6Q: 3 clusters Score -361119.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -361138.218750 Penalty: 3774.982910
	Iteration 7Q: 3 clusters Score -361138.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -361147.125000 Penalty: 3774.982910
	Iteration 8Q: 3 clusters Score -361147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -361154.500000 Penalty: 3774.982910
	Iteration 9Q: 3 clusters Score -361154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -361162.343750 Penalty: 3774.982910
	Iteration 10Q: 3 clusters Score -361162.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -361168.875000 Penalty: 3774.982910
	Iteration 11Q: 3 clusters Score -361168.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -361172.687500 Penalty: 3774.982910
	Iteration 12Q: 3 clusters Score -361172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -361177.531250 Penalty: 3774.982910
	Iteration 13Q: 3 clusters Score -361177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -361184.125000 Penalty: 3774.982910
	Iteration 14Q: 3 clusters Score -361184.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -361189.000000 Penalty: 3774.982910
	Iteration 15Q: 3 clusters Score -361189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -361194.718750 Penalty: 3774.982910
	Iteration 16Q: 3 clusters Score -361194.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -361198.312500 Penalty: 3774.982910
	Iteration 17Q: 3 clusters Score -361198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -361202.750000 Penalty: 3774.982910
	Iteration 18Q: 3 clusters Score -361202.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -361209.125000 Penalty: 3774.982910
	Iteration 19Q: 3 clusters Score -361209.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -361217.937500 Penalty: 3774.982910
	Iteration 20F: 3 clusters Score -361217.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -361237.937500 Penalty: 3774.982910
	Iteration 21Q: 3 clusters Score -361237.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -361263.937500 Penalty: 3774.982910
	Iteration 22Q: 3 clusters Score -361263.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -361279.843750 Penalty: 3774.982910
	Iteration 23Q: 3 clusters Score -361279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -361297.593750 Penalty: 3774.982910
	Iteration 24Q: 3 clusters Score -361297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -361313.687500 Penalty: 3774.982910
	Iteration 25Q: 3 clusters Score -361313.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -361329.125000 Penalty: 3774.982910
	Iteration 26Q: 3 clusters Score -361329.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -361348.937500 Penalty: 3774.982910
	Iteration 27Q: 3 clusters Score -361348.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -361368.468750 Penalty: 3774.982910
	Iteration 28Q: 3 clusters Score -361368.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -361379.406250 Penalty: 3774.982910
	Iteration 29Q: 3 clusters Score -361379.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -361390.812500 Penalty: 3774.982910
	Iteration 30Q: 3 clusters Score -361390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -361401.625000 Penalty: 3774.982910
	Iteration 31Q: 3 clusters Score -361401.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -361408.843750 Penalty: 3774.982910
	Iteration 32Q: 3 clusters Score -361408.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -361415.031250 Penalty: 3774.982910
	Iteration 33Q: 3 clusters Score -361415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -361424.750000 Penalty: 3774.982910
	Iteration 34Q: 3 clusters Score -361424.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -361429.500000 Penalty: 3774.982910
	Iteration 35Q: 3 clusters Score -361429.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -361438.718750 Penalty: 3774.982910
	Iteration 36Q: 3 clusters Score -361438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -361451.406250 Penalty: 3774.982910
	Iteration 37Q: 3 clusters Score -361451.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -361464.062500 Penalty: 3774.982910
	Iteration 38Q: 3 clusters Score -361464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -361478.218750 Penalty: 3774.982910
	Iteration 39Q: 3 clusters Score -361478.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -361493.718750 Penalty: 3774.982910
	Iteration 40F: 3 clusters Score -361493.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -361509.156250 Penalty: 3774.982910
	Iteration 41Q: 3 clusters Score -361509.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -361522.437500 Penalty: 3774.982910
	Iteration 42Q: 3 clusters Score -361522.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -361533.656250 Penalty: 3774.982910
	Iteration 43Q: 3 clusters Score -361533.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -361546.750000 Penalty: 3774.982910
	Iteration 44Q: 3 clusters Score -361546.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -361569.250000 Penalty: 3774.982910
	Iteration 45Q: 3 clusters Score -361569.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -361585.250000 Penalty: 3774.982910
	Iteration 46Q: 3 clusters Score -361585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -361596.562500 Penalty: 3774.982910
	Iteration 47Q: 3 clusters Score -361596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -361604.937500 Penalty: 3774.982910
	Iteration 48Q: 3 clusters Score -361604.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -361615.437500 Penalty: 3774.982910
	Iteration 49Q: 3 clusters Score -361615.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -361622.093750 Penalty: 3774.982910
	Iteration 50Q: 3 clusters Score -361622.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -361629.000000 Penalty: 3774.982910
	Iteration 51Q: 3 clusters Score -361629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -361637.750000 Penalty: 3774.982910
	Iteration 52Q: 3 clusters Score -361637.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -361645.875000 Penalty: 3774.982910
	Iteration 53Q: 3 clusters Score -361645.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -361652.593750 Penalty: 3774.982910
	Iteration 54Q: 3 clusters Score -361652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -361659.750000 Penalty: 3774.982910
	Iteration 55Q: 3 clusters Score -361659.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -361667.656250 Penalty: 3774.982910
	Iteration 56Q: 3 clusters Score -361667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -361670.031250 Penalty: 3774.982910
	Iteration 57Q: 3 clusters Score -361670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361672.468750 Penalty: 3774.982910
	Iteration 58Q: 3 clusters Score -361672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361674.468750 Penalty: 3774.982910
	Iteration 59Q: 3 clusters Score -361674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361675.656250 Penalty: 3774.982910
	Iteration 60F: 3 clusters Score -361675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361676.750000 Penalty: 3774.982910
	Iteration 61Q: 3 clusters Score -361676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -361677.093750 Penalty: 3774.982910
	Iteration 62Q: 3 clusters Score -361677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361677.843750 Penalty: 3774.982910
	Iteration 63Q: 3 clusters Score -361677.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361677.843750 Penalty: 3774.982910
	Iteration 64F: 3 clusters Score -361677.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Entering Unmasked Estep 
Score: -7615788.000000 Penalty: 2632.407959
	Iteration 0F: 2 clusters Score -7615788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -7588420.500000 Penalty: 5264.815918
	Iteration 0F: 3 clusters Score -7588420 nChanged 18705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -7598516.000000 Penalty: 5264.815918
	Iteration 1F: 3 clusters Score -7598516 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7598949.000000 Penalty: 5264.815918
	Iteration 2Q: 3 clusters Score -7598949 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -7599324.000000 Penalty: 5264.815918
	Iteration 3Q: 3 clusters Score -7599324 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -7599684.000000 Penalty: 5264.815918
	Iteration 4Q: 3 clusters Score -7599684 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -7600067.000000 Penalty: 5264.815918
	Iteration 5Q: 3 clusters Score -7600067 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -7600576.500000 Penalty: 5264.815918
	Iteration 6Q: 3 clusters Score -7600576 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7601122.000000 Penalty: 5264.815918
	Iteration 7Q: 3 clusters Score -7601122 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -7601887.000000 Penalty: 5264.815918
	Iteration 8Q: 3 clusters Score -7601887 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -7603006.500000 Penalty: 5264.815918
	Iteration 9Q: 3 clusters Score -7603006 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -7604445.000000 Penalty: 5264.815918
	Iteration 10F: 3 clusters Score -7604445 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -7606135.000000 Penalty: 5264.815918
	Iteration 11F: 3 clusters Score -7606135 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -7608096.000000 Penalty: 5264.815918
	Iteration 12F: 3 clusters Score -7608096 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -7610014.500000 Penalty: 5264.815918
	Iteration 13F: 3 clusters Score -7610014 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7611433.000000 Penalty: 5264.815918
	Iteration 14Q: 3 clusters Score -7611433 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7612352.000000 Penalty: 5264.815918
	Iteration 15Q: 3 clusters Score -7612352 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -7612866.500000 Penalty: 5264.815918
	Iteration 16Q: 3 clusters Score -7612866 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -7613077.000000 Penalty: 5264.815918
	Iteration 17Q: 3 clusters Score -7613077 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -7613197.000000 Penalty: 5264.815918
	Iteration 18Q: 3 clusters Score -7613197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7613310.000000 Penalty: 5264.815918
	Iteration 19Q: 3 clusters Score -7613310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7613359.000000 Penalty: 5264.815918
	Iteration 20F: 3 clusters Score -7613359 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -7613394.500000 Penalty: 5264.815918
	Iteration 21Q: 3 clusters Score -7613394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -7613411.500000 Penalty: 5264.815918
	Iteration 22Q: 3 clusters Score -7613412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -7613427.500000 Penalty: 5264.815918
	Iteration 23Q: 3 clusters Score -7613428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -7613433.000000 Penalty: 5264.815918
	Iteration 24Q: 3 clusters Score -7613433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -7613444.500000 Penalty: 5264.815918
	Iteration 25Q: 3 clusters Score -7613444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7613464.500000 Penalty: 5264.815918
	Iteration 26Q: 3 clusters Score -7613464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7613466.500000 Penalty: 5264.815918
	Iteration 27Q: 3 clusters Score -7613466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7613462.000000 Penalty: 5264.815918
	Iteration 28Q: 3 clusters Score -7613462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7613462.000000 Penalty: 5264.815918
	Iteration 29F: 3 clusters Score -7613462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Entering Unmasked Estep 
Score: -7537820.500000 Penalty: 2630.039795
	Iteration 0F: 2 clusters Score -7537820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -7510893.500000 Penalty: 5260.079590
	Iteration 0F: 3 clusters Score -7510894 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -7520951.500000 Penalty: 5260.079590
	Iteration 1F: 3 clusters Score -7520952 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -7521520.000000 Penalty: 5260.079590
	Iteration 2Q: 3 clusters Score -7521520 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -7522211.500000 Penalty: 5260.079590
	Iteration 3Q: 3 clusters Score -7522212 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -7523234.000000 Penalty: 5260.079590
	Iteration 4F: 3 clusters Score -7523234 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -7524834.500000 Penalty: 5260.079590
	Iteration 5F: 3 clusters Score -7524834 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -7527204.000000 Penalty: 5260.079590
	Iteration 6F: 3 clusters Score -7527204 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -7529954.500000 Penalty: 5260.079590
	Iteration 7F: 3 clusters Score -7529954 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -7532383.000000 Penalty: 5260.079590
	Iteration 8F: 3 clusters Score -7532383 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -7533874.000000 Penalty: 5260.079590
	Iteration 9Q: 3 clusters Score -7533874 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -7534735.500000 Penalty: 5260.079590
	Iteration 10Q: 3 clusters Score -7534736 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7535142.000000 Penalty: 5260.079590
	Iteration 11Q: 3 clusters Score -7535142 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7535371.500000 Penalty: 5260.079590
	Iteration 12Q: 3 clusters Score -7535372 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7535466.000000 Penalty: 5260.079590
	Iteration 13Q: 3 clusters Score -7535466 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7535522.500000 Penalty: 5260.079590
	Iteration 14Q: 3 clusters Score -7535522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -7535575.000000 Penalty: 5260.079590
	Iteration 15Q: 3 clusters Score -7535575 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -7535594.500000 Penalty: 5260.079590
	Iteration 16Q: 3 clusters Score -7535594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -7535645.000000 Penalty: 5260.079590
	Iteration 17Q: 3 clusters Score -7535645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7535716.500000 Penalty: 5260.079590
	Iteration 18Q: 3 clusters Score -7535716 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7535796.500000 Penalty: 5260.079590
	Iteration 19Q: 3 clusters Score -7535796 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7535847.500000 Penalty: 5260.079590
	Iteration 20F: 3 clusters Score -7535848 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7535919.500000 Penalty: 5260.079590
	Iteration 21Q: 3 clusters Score -7535920 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7535976.500000 Penalty: 5260.079590
	Iteration 22Q: 3 clusters Score -7535976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7536026.500000 Penalty: 5260.079590
	Iteration 23Q: 3 clusters Score -7536026 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -7536088.000000 Penalty: 5260.079590
	Iteration 24Q: 3 clusters Score -7536088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -7536137.000000 Penalty: 5260.079590
	Iteration 25Q: 3 clusters Score -7536137 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7536165.500000 Penalty: 5260.079590
	Iteration 26Q: 3 clusters Score -7536166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7536208.500000 Penalty: 5260.079590
	Iteration 27Q: 3 clusters Score -7536208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7536209.000000 Penalty: 5260.079590
	Iteration 28Q: 3 clusters Score -7536209 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7536239.000000 Penalty: 5260.079590
	Iteration 29Q: 3 clusters Score -7536239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7536235.000000 Penalty: 5260.079590
	Iteration 30Q: 3 clusters Score -7536235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7536239.500000 Penalty: 5260.079590
	Iteration 31Q: 3 clusters Score -7536240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7536245.500000 Penalty: 5260.079590
	Iteration 32Q: 3 clusters Score -7536246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -7536261.500000 Penalty: 5260.079590
	Iteration 33Q: 3 clusters Score -7536262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7536261.500000 Penalty: 5260.079590
	Iteration 34Q: 3 clusters Score -7536262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7536277.000000 Penalty: 5260.079590
	Iteration 35Q: 3 clusters Score -7536277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7536261.500000 Penalty: 5260.079590
	Iteration 36Q: 3 clusters Score -7536262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38597 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7536263.000000 Penalty: 5260.079590
	Iteration 37Q: 3 clusters Score -7536263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -7536262.000000 Penalty: 5260.079590
	Iteration 38Q: 3 clusters Score -7536262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7536268.500000 Penalty: 5260.079590
	Iteration 39Q: 3 clusters Score -7536268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7536258.500000 Penalty: 5260.079590
	Iteration 40F: 3 clusters Score -7536258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7536267.000000 Penalty: 5260.079590
	Iteration 41Q: 3 clusters Score -7536267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7536264.500000 Penalty: 5260.079590
	Iteration 42Q: 3 clusters Score -7536264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7536269.500000 Penalty: 5260.079590
	Iteration 43Q: 3 clusters Score -7536270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7536263.500000 Penalty: 5260.079590
	Iteration 44Q: 3 clusters Score -7536264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7536266.000000 Penalty: 5260.079590
	Iteration 45Q: 3 clusters Score -7536266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7536267.500000 Penalty: 5260.079590
	Iteration 46Q: 3 clusters Score -7536268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -7536267.000000 Penalty: 5260.079590
	Iteration 47Q: 3 clusters Score -7536267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7536265.000000 Penalty: 5260.079590
	Iteration 48Q: 3 clusters Score -7536265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7536258.500000 Penalty: 5260.079590
	Iteration 49Q: 3 clusters Score -7536258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7536257.500000 Penalty: 5260.079590
	Iteration 50Q: 3 clusters Score -7536258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7536267.000000 Penalty: 5260.079590
	Iteration 51Q: 3 clusters Score -7536267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7536267.500000 Penalty: 5260.079590
	Iteration 52Q: 3 clusters Score -7536268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7536268.000000 Penalty: 5260.079590
	Iteration 53Q: 3 clusters Score -7536268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7536271.500000 Penalty: 5260.079590
	Iteration 54Q: 3 clusters Score -7536272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7536271.500000 Penalty: 5260.079590
	Iteration 55Q: 3 clusters Score -7536272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7536264.000000 Penalty: 5260.079590
	Iteration 56Q: 3 clusters Score -7536264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -7536262.500000 Penalty: 5260.079590
	Iteration 57Q: 3 clusters Score -7536262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7536256.500000 Penalty: 5260.079590
	Iteration 58Q: 3 clusters Score -7536256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7536258.500000 Penalty: 5260.079590
	Iteration 59Q: 3 clusters Score -7536258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -7536264.000000 Penalty: 5260.079590
	Iteration 60F: 3 clusters Score -7536264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7536261.500000 Penalty: 5260.079590
	Iteration 61Q: 3 clusters Score -7536262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7536269.500000 Penalty: 5260.079590
	Iteration 62Q: 3 clusters Score -7536270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7536281.500000 Penalty: 5260.079590
	Iteration 63Q: 3 clusters Score -7536282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7536276.000000 Penalty: 5260.079590
	Iteration 64Q: 3 clusters Score -7536276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -7536276.000000 Penalty: 5260.079590
	Iteration 65Q: 3 clusters Score -7536276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7536281.000000 Penalty: 5260.079590
	Iteration 66Q: 3 clusters Score -7536281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7536281.000000 Penalty: 5260.079590
	Iteration 67F: 3 clusters Score -7536281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59827.449219 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59827.45 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60133.921875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60133.92 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60296.679688 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60296.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60374.402344 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60423.746094 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60423.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60459.457031 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60459.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60496.621094 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60496.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60546.324219 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60546.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60560.183594 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60560.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60564.457031 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60564.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60567.656250 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60567.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60579.203125 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60590.027344 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60590.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60603.167969 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60603.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60610.484375 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -60610.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60616.156250 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -60616.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60620.742188 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -60620.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60626.078125 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -60626.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60631.230469 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -60631.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60633.246094 Penalty: 3120.618408
	Iteration 19Q: 3 clusters Score -60633.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60633.316406 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -60633.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60638.632812 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -60638.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60639.425781 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -60639.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -60644.410156 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -60644.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60645.078125 Penalty: 3120.618408
	Iteration 24Q: 3 clusters Score -60645.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60645.078125 Penalty: 3120.618408
	Iteration 25F: 3 clusters Score -60645.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Entering Unmasked Estep 
Score: -9043582.000000 Penalty: 2674.243164
	Iteration 0F: 2 clusters Score -9043582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -9013179.000000 Penalty: 5348.486328
	Iteration 0F: 3 clusters Score -9013179 nChanged 22208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -9025496.000000 Penalty: 5348.486328
	Iteration 1F: 3 clusters Score -9025496 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -9025970.000000 Penalty: 5348.486328
	Iteration 2Q: 3 clusters Score -9025970 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -9026426.000000 Penalty: 5348.486328
	Iteration 3Q: 3 clusters Score -9026426 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -9026843.000000 Penalty: 5348.486328
	Iteration 4Q: 3 clusters Score -9026843 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -9027188.000000 Penalty: 5348.486328
	Iteration 5Q: 3 clusters Score -9027188 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -9027640.000000 Penalty: 5348.486328
	Iteration 6Q: 3 clusters Score -9027640 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -9028048.000000 Penalty: 5348.486328
	Iteration 7Q: 3 clusters Score -9028048 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -9028513.000000 Penalty: 5348.486328
	Iteration 8Q: 3 clusters Score -9028513 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -9029081.000000 Penalty: 5348.486328
	Iteration 9Q: 3 clusters Score -9029081 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -9029857.000000 Penalty: 5348.486328
	Iteration 10Q: 3 clusters Score -9029857 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -9030826.000000 Penalty: 5348.486328
	Iteration 11Q: 3 clusters Score -9030826 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -9032268.000000 Penalty: 5348.486328
	Iteration 12Q: 3 clusters Score -9032268 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -9033936.000000 Penalty: 5348.486328
	Iteration 13F: 3 clusters Score -9033936 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -9035905.000000 Penalty: 5348.486328
	Iteration 14F: 3 clusters Score -9035905 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -9037592.000000 Penalty: 5348.486328
	Iteration 15F: 3 clusters Score -9037592 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -9038940.000000 Penalty: 5348.486328
	Iteration 16Q: 3 clusters Score -9038940 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -9039871.000000 Penalty: 5348.486328
	Iteration 17Q: 3 clusters Score -9039871 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -9040421.000000 Penalty: 5348.486328
	Iteration 18Q: 3 clusters Score -9040421 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -9040779.000000 Penalty: 5348.486328
	Iteration 19Q: 3 clusters Score -9040779 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -9041035.000000 Penalty: 5348.486328
	Iteration 20F: 3 clusters Score -9041035 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -9041223.000000 Penalty: 5348.486328
	Iteration 21Q: 3 clusters Score -9041223 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -9041283.000000 Penalty: 5348.486328
	Iteration 22Q: 3 clusters Score -9041283 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -9041324.000000 Penalty: 5348.486328
	Iteration 23Q: 3 clusters Score -9041324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9041351.000000 Penalty: 5348.486328
	Iteration 24Q: 3 clusters Score -9041351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -9041333.000000 Penalty: 5348.486328
	Iteration 25Q: 3 clusters Score -9041333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -9041352.000000 Penalty: 5348.486328
	Iteration 26Q: 3 clusters Score -9041352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9041359.000000 Penalty: 5348.486328
	Iteration 27Q: 3 clusters Score -9041359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -9041369.000000 Penalty: 5348.486328
	Iteration 28Q: 3 clusters Score -9041369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -9041375.000000 Penalty: 5348.486328
	Iteration 29Q: 3 clusters Score -9041375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -9041379.000000 Penalty: 5348.486328
	Iteration 30Q: 3 clusters Score -9041379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -9041387.000000 Penalty: 5348.486328
	Iteration 31Q: 3 clusters Score -9041387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47837 members 
Entering Unmasked Estep 
Score: -9041388.000000 Penalty: 5348.486328
	Iteration 32Q: 3 clusters Score -9041388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -9041381.000000 Penalty: 5348.486328
	Iteration 33Q: 3 clusters Score -9041381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -9041381.000000 Penalty: 5348.486328
	Iteration 34Q: 3 clusters Score -9041381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9041385.000000 Penalty: 5348.486328
	Iteration 35Q: 3 clusters Score -9041385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -9041387.000000 Penalty: 5348.486328
	Iteration 36Q: 3 clusters Score -9041387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -9041387.000000 Penalty: 5348.486328
	Iteration 37Q: 3 clusters Score -9041387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9041391.000000 Penalty: 5348.486328
	Iteration 38Q: 3 clusters Score -9041391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9041386.000000 Penalty: 5348.486328
	Iteration 39Q: 3 clusters Score -9041386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -9041386.000000 Penalty: 5348.486328
	Iteration 40F: 3 clusters Score -9041386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 240 members 
Mstep: Class 3 contains 41027 members 
Mstep: Class 4 contains 41649 members 
Mstep: Class 5 contains 42258 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 39056 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28762 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 39793 members 
Mstep: Class 17 contains 48314 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28772 members 
Mstep: Class 23 contains 45632 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 27884 members 
Mstep: Class 26 contains 2020 members 
Mstep: Class 27 contains 40723 members 
Mstep: Class 28 contains 40336 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145824.000000 Penalty: 103966.859375
Iteration 119Q: 32 clusters Score -1.371458e+08 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 318 members 
Mstep: Class 3 contains 41042 members 
Mstep: Class 4 contains 41573 members 
Mstep: Class 5 contains 42246 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 46290 members 
Mstep: Class 10 contains 39286 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28785 members 
Mstep: Class 13 contains 42507 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 39737 members 
Mstep: Class 17 contains 48370 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32945 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28751 members 
Mstep: Class 23 contains 45659 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 27810 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 40700 members 
Mstep: Class 28 contains 40205 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48399 members 
Mstep: Class 31 contains 42840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146368.000000 Penalty: 103966.859375
Iteration 120F: 32 clusters Score -1.371464e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 328 members 
Mstep: Class 3 contains 41042 members 
Mstep: Class 4 contains 41477 members 
Mstep: Class 5 contains 42247 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 46247 members 
Mstep: Class 10 contains 39475 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28807 members 
Mstep: Class 13 contains 42465 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 5323 members 
Mstep: Class 16 contains 39548 members 
Mstep: Class 17 contains 48363 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33222 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28708 members 
Mstep: Class 23 contains 45599 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27729 members 
Mstep: Class 26 contains 2023 members 
Mstep: Class 27 contains 40626 members 
Mstep: Class 28 contains 40104 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48608 members 
Mstep: Class 31 contains 42977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146720.000000 Penalty: 103966.859375
Iteration 121Q: 32 clusters Score -1.371467e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 325 members 
Mstep: Class 3 contains 41034 members 
Mstep: Class 4 contains 41355 members 
Mstep: Class 5 contains 42251 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 46182 members 
Mstep: Class 10 contains 39662 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28837 members 
Mstep: Class 13 contains 42458 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 39368 members 
Mstep: Class 17 contains 48370 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33552 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28666 members 
Mstep: Class 23 contains 45526 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27643 members 
Mstep: Class 26 contains 2025 members 
Mstep: Class 27 contains 40565 members 
Mstep: Class 28 contains 40011 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48774 members 
Mstep: Class 31 contains 43097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147152.000000 Penalty: 103966.859375
Iteration 122Q: 32 clusters Score -1.371472e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 41018 members 
Mstep: Class 4 contains 41233 members 
Mstep: Class 5 contains 42249 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 39812 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28868 members 
Mstep: Class 13 contains 42458 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 5303 members 
Mstep: Class 16 contains 39235 members 
Mstep: Class 17 contains 48355 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33922 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28610 members 
Mstep: Class 23 contains 45457 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27532 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 40544 members 
Mstep: Class 28 contains 39929 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48935 members 
Mstep: Class 31 contains 43159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146896.000000 Penalty: 103966.859375
Iteration 123Q: 32 clusters Score -1.371469e+08 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40992 members 
Mstep: Class 4 contains 41078 members 
Mstep: Class 5 contains 42240 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 46045 members 
Mstep: Class 10 contains 39953 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28904 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 5309 members 
Mstep: Class 16 contains 39131 members 
Mstep: Class 17 contains 48318 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34315 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28548 members 
Mstep: Class 23 contains 45347 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27410 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 40522 members 
Mstep: Class 28 contains 39880 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49060 members 
Mstep: Class 31 contains 43242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146976.000000 Penalty: 103966.859375
Iteration 124Q: 32 clusters Score -1.37147e+08 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40969 members 
Mstep: Class 4 contains 40931 members 
Mstep: Class 5 contains 42259 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 46014 members 
Mstep: Class 10 contains 40128 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28917 members 
Mstep: Class 13 contains 42469 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 5308 members 
Mstep: Class 16 contains 39027 members 
Mstep: Class 17 contains 48251 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34752 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28490 members 
Mstep: Class 23 contains 45248 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27287 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 40478 members 
Mstep: Class 28 contains 39876 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49045 members 
Mstep: Class 31 contains 43334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147280.000000 Penalty: 103966.859375
Iteration 125Q: 32 clusters Score -1.371473e+08 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40953 members 
Mstep: Class 4 contains 40760 members 
Mstep: Class 5 contains 42238 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 40311 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28933 members 
Mstep: Class 13 contains 42457 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 38911 members 
Mstep: Class 17 contains 48208 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35175 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28427 members 
Mstep: Class 23 contains 45163 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27178 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 40452 members 
Mstep: Class 28 contains 39868 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48940 members 
Mstep: Class 31 contains 43414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147792.000000 Penalty: 103966.859375
Iteration 126Q: 32 clusters Score -1.371478e+08 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40928 members 
Mstep: Class 4 contains 40634 members 
Mstep: Class 5 contains 42218 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 46237 members 
Mstep: Class 10 contains 40516 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28951 members 
Mstep: Class 13 contains 42460 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 38824 members 
Mstep: Class 17 contains 48157 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35531 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 765 members 
Mstep: Class 22 contains 28401 members 
Mstep: Class 23 contains 44999 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 27049 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 40447 members 
Mstep: Class 28 contains 39884 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48825 members 
Mstep: Class 31 contains 43491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148128.000000 Penalty: 103966.859375
Iteration 127Q: 32 clusters Score -1.371481e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40905 members 
Mstep: Class 4 contains 40496 members 
Mstep: Class 5 contains 42190 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 46464 members 
Mstep: Class 10 contains 40668 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 28969 members 
Mstep: Class 13 contains 42456 members 
Mstep: Class 14 contains 4834 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 38723 members 
Mstep: Class 17 contains 48126 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35836 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28386 members 
Mstep: Class 23 contains 44853 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26940 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 40418 members 
Mstep: Class 28 contains 39908 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48715 members 
Mstep: Class 31 contains 43569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148432.000000 Penalty: 103966.859375
Iteration 128Q: 32 clusters Score -1.371484e+08 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40918 members 
Mstep: Class 4 contains 40358 members 
Mstep: Class 5 contains 42148 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 46676 members 
Mstep: Class 10 contains 40792 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29006 members 
Mstep: Class 13 contains 42405 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 38618 members 
Mstep: Class 17 contains 48077 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36069 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28352 members 
Mstep: Class 23 contains 44731 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26850 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 40385 members 
Mstep: Class 28 contains 39934 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48665 members 
Mstep: Class 31 contains 43681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148368.000000 Penalty: 103966.859375
Iteration 129Q: 32 clusters Score -1.371484e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40934 members 
Mstep: Class 4 contains 40208 members 
Mstep: Class 5 contains 42136 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 46852 members 
Mstep: Class 10 contains 40932 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29018 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 38489 members 
Mstep: Class 17 contains 48052 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36240 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28300 members 
Mstep: Class 23 contains 44620 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26774 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 40352 members 
Mstep: Class 28 contains 39945 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48619 members 
Mstep: Class 31 contains 43867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148688.000000 Penalty: 103966.859375
Iteration 130Q: 32 clusters Score -1.371487e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40950 members 
Mstep: Class 4 contains 40041 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 47015 members 
Mstep: Class 10 contains 41120 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29040 members 
Mstep: Class 13 contains 42361 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 38301 members 
Mstep: Class 17 contains 48004 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36400 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28274 members 
Mstep: Class 23 contains 44540 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26708 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 40350 members 
Mstep: Class 28 contains 39970 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48583 members 
Mstep: Class 31 contains 43988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149088.000000 Penalty: 103966.859375
Iteration 131Q: 32 clusters Score -1.371491e+08 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40950 members 
Mstep: Class 4 contains 39865 members 
Mstep: Class 5 contains 42126 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 47183 members 
Mstep: Class 10 contains 41331 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29047 members 
Mstep: Class 13 contains 42363 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 5305 members 
Mstep: Class 16 contains 38088 members 
Mstep: Class 17 contains 47961 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36527 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 28251 members 
Mstep: Class 23 contains 44493 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26658 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 40357 members 
Mstep: Class 28 contains 39987 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48579 members 
Mstep: Class 31 contains 44061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149744.000000 Penalty: 103966.859375
Iteration 132Q: 32 clusters Score -1.371497e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40941 members 
Mstep: Class 4 contains 39679 members 
Mstep: Class 5 contains 42139 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 47388 members 
Mstep: Class 10 contains 41522 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29059 members 
Mstep: Class 13 contains 42355 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 5300 members 
Mstep: Class 16 contains 37854 members 
Mstep: Class 17 contains 47918 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36644 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28240 members 
Mstep: Class 23 contains 44379 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26620 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 40406 members 
Mstep: Class 28 contains 40000 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48625 members 
Mstep: Class 31 contains 44088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150048.000000 Penalty: 103966.859375
Iteration 133Q: 32 clusters Score -1.3715e+08 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40936 members 
Mstep: Class 4 contains 39495 members 
Mstep: Class 5 contains 42097 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 47607 members 
Mstep: Class 10 contains 41697 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29063 members 
Mstep: Class 13 contains 42350 members 
Mstep: Class 14 contains 4840 members 
Mstep: Class 15 contains 5283 members 
Mstep: Class 16 contains 37613 members 
Mstep: Class 17 contains 47901 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36741 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 767 members 
Mstep: Class 22 contains 28232 members 
Mstep: Class 23 contains 44265 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26605 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 40461 members 
Mstep: Class 28 contains 40004 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48818 members 
Mstep: Class 31 contains 44095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150800.000000 Penalty: 103966.859375
Iteration 134Q: 32 clusters Score -1.371508e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40933 members 
Mstep: Class 4 contains 39332 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5573 members 
Mstep: Class 9 contains 47801 members 
Mstep: Class 10 contains 41791 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29071 members 
Mstep: Class 13 contains 42376 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5270 members 
Mstep: Class 16 contains 37368 members 
Mstep: Class 17 contains 47889 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36891 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28206 members 
Mstep: Class 23 contains 44109 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26590 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 40553 members 
Mstep: Class 28 contains 40001 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49098 members 
Mstep: Class 31 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150528.000000 Penalty: 103966.859375
Iteration 135Q: 32 clusters Score -1.371505e+08 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40923 members 
Mstep: Class 4 contains 39154 members 
Mstep: Class 5 contains 42000 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 47860 members 
Mstep: Class 10 contains 41900 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 29081 members 
Mstep: Class 13 contains 42384 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5269 members 
Mstep: Class 16 contains 37111 members 
Mstep: Class 17 contains 47879 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37151 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28172 members 
Mstep: Class 23 contains 43930 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26558 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 40657 members 
Mstep: Class 28 contains 40008 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49459 members 
Mstep: Class 31 contains 43865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150928.000000 Penalty: 103966.859375
Iteration 136Q: 32 clusters Score -1.371509e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40908 members 
Mstep: Class 4 contains 38972 members 
Mstep: Class 5 contains 41968 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 47868 members 
Mstep: Class 10 contains 41929 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 29087 members 
Mstep: Class 13 contains 42393 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 5258 members 
Mstep: Class 16 contains 36845 members 
Mstep: Class 17 contains 47840 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37489 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28138 members 
Mstep: Class 23 contains 43817 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26520 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 40743 members 
Mstep: Class 28 contains 40017 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49831 members 
Mstep: Class 31 contains 43765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150448.000000 Penalty: 103966.859375
Iteration 137Q: 32 clusters Score -1.371504e+08 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40902 members 
Mstep: Class 4 contains 38788 members 
Mstep: Class 5 contains 41939 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 47769 members 
Mstep: Class 10 contains 41970 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29100 members 
Mstep: Class 13 contains 42421 members 
Mstep: Class 14 contains 4852 members 
Mstep: Class 15 contains 5248 members 
Mstep: Class 16 contains 36584 members 
Mstep: Class 17 contains 47818 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37937 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28120 members 
Mstep: Class 23 contains 43705 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26469 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 40835 members 
Mstep: Class 28 contains 40016 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50145 members 
Mstep: Class 31 contains 43681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150608.000000 Penalty: 103966.859375
Iteration 138Q: 32 clusters Score -1.371506e+08 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40874 members 
Mstep: Class 4 contains 38626 members 
Mstep: Class 5 contains 41909 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 47498 members 
Mstep: Class 10 contains 41993 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29117 members 
Mstep: Class 13 contains 42449 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 5246 members 
Mstep: Class 16 contains 36330 members 
Mstep: Class 17 contains 47817 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38487 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 768 members 
Mstep: Class 22 contains 28111 members 
Mstep: Class 23 contains 43572 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26438 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 40915 members 
Mstep: Class 28 contains 40017 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50417 members 
Mstep: Class 31 contains 43645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150384.000000 Penalty: 103966.859375
Iteration 139Q: 32 clusters Score -1.371504e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40841 members 
Mstep: Class 4 contains 38482 members 
Mstep: Class 5 contains 41890 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5574 members 
Mstep: Class 9 contains 47070 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29115 members 
Mstep: Class 13 contains 42461 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 5236 members 
Mstep: Class 16 contains 36108 members 
Mstep: Class 17 contains 47774 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39113 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 28103 members 
Mstep: Class 23 contains 43478 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26418 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 40959 members 
Mstep: Class 28 contains 40014 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50543 members 
Mstep: Class 31 contains 43751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150592.000000 Penalty: 103966.859375
Iteration 140F: 32 clusters Score -1.371506e+08 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 317 members 
Mstep: Class 3 contains 40859 members 
Mstep: Class 4 contains 38346 members 
Mstep: Class 5 contains 41886 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 46680 members 
Mstep: Class 10 contains 42137 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29127 members 
Mstep: Class 13 contains 42469 members 
Mstep: Class 14 contains 4920 members 
Mstep: Class 15 contains 5222 members 
Mstep: Class 16 contains 35901 members 
Mstep: Class 17 contains 47723 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39756 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 28084 members 
Mstep: Class 23 contains 43406 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26414 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 41047 members 
Mstep: Class 28 contains 40023 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50377 members 
Mstep: Class 31 contains 43960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150896.000000 Penalty: 103966.859375
Iteration 141Q: 32 clusters Score -1.371509e+08 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 316 members 
Mstep: Class 3 contains 40856 members 
Mstep: Class 4 contains 38241 members 
Mstep: Class 5 contains 41871 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 46336 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29146 members 
Mstep: Class 13 contains 42463 members 
Mstep: Class 14 contains 4940 members 
Mstep: Class 15 contains 5212 members 
Mstep: Class 16 contains 35651 members 
Mstep: Class 17 contains 47701 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40349 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 28049 members 
Mstep: Class 23 contains 43385 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26404 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 41191 members 
Mstep: Class 28 contains 40032 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50108 members 
Mstep: Class 31 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150912.000000 Penalty: 103966.859375
Iteration 142Q: 32 clusters Score -1.371509e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40863 members 
Mstep: Class 4 contains 38126 members 
Mstep: Class 5 contains 41881 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 46211 members 
Mstep: Class 10 contains 42445 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29165 members 
Mstep: Class 13 contains 42453 members 
Mstep: Class 14 contains 4957 members 
Mstep: Class 15 contains 5208 members 
Mstep: Class 16 contains 35383 members 
Mstep: Class 17 contains 47690 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40745 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 28031 members 
Mstep: Class 23 contains 43379 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26369 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 41353 members 
Mstep: Class 28 contains 40050 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49794 members 
Mstep: Class 31 contains 44272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150848.000000 Penalty: 103966.859375
Iteration 143Q: 32 clusters Score -1.371508e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40885 members 
Mstep: Class 4 contains 37985 members 
Mstep: Class 5 contains 41887 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 46230 members 
Mstep: Class 10 contains 42668 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29181 members 
Mstep: Class 13 contains 42446 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 5203 members 
Mstep: Class 16 contains 35127 members 
Mstep: Class 17 contains 47676 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40994 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 770 members 
Mstep: Class 22 contains 28009 members 
Mstep: Class 23 contains 43348 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26335 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 41528 members 
Mstep: Class 28 contains 40069 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49481 members 
Mstep: Class 31 contains 44344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151840.000000 Penalty: 103966.859375
Iteration 144Q: 32 clusters Score -1.371518e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40928 members 
Mstep: Class 4 contains 37844 members 
Mstep: Class 5 contains 41861 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5559 members 
Mstep: Class 9 contains 46337 members 
Mstep: Class 10 contains 43005 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29202 members 
Mstep: Class 13 contains 42446 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 5204 members 
Mstep: Class 16 contains 34867 members 
Mstep: Class 17 contains 47657 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41080 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 27991 members 
Mstep: Class 23 contains 43332 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26259 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 41741 members 
Mstep: Class 28 contains 40080 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49231 members 
Mstep: Class 31 contains 44391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152080.000000 Penalty: 103966.859375
Iteration 145Q: 32 clusters Score -1.371521e+08 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 40969 members 
Mstep: Class 4 contains 37720 members 
Mstep: Class 5 contains 41853 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 46485 members 
Mstep: Class 10 contains 43420 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29216 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 5206 members 
Mstep: Class 16 contains 34583 members 
Mstep: Class 17 contains 47626 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41083 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 27960 members 
Mstep: Class 23 contains 43224 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26180 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 42003 members 
Mstep: Class 28 contains 40088 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49019 members 
Mstep: Class 31 contains 44430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152544.000000 Penalty: 103966.859375
Iteration 146Q: 32 clusters Score -1.371525e+08 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 315 members 
Mstep: Class 3 contains 41008 members 
Mstep: Class 4 contains 37616 members 
Mstep: Class 5 contains 41820 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 46682 members 
Mstep: Class 10 contains 43853 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29233 members 
Mstep: Class 13 contains 42436 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 5205 members 
Mstep: Class 16 contains 34307 members 
Mstep: Class 17 contains 47589 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41003 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27947 members 
Mstep: Class 23 contains 43021 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 26062 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 42365 members 
Mstep: Class 28 contains 40089 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48836 members 
Mstep: Class 31 contains 44495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152592.000000 Penalty: 103966.859375
Iteration 147Q: 32 clusters Score -1.371526e+08 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41064 members 
Mstep: Class 4 contains 37541 members 
Mstep: Class 5 contains 41818 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 46877 members 
Mstep: Class 10 contains 44392 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 29260 members 
Mstep: Class 13 contains 42471 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 5203 members 
Mstep: Class 16 contains 34037 members 
Mstep: Class 17 contains 47559 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40858 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27939 members 
Mstep: Class 23 contains 42678 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25879 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 42740 members 
Mstep: Class 28 contains 40093 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48660 members 
Mstep: Class 31 contains 44537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152480.000000 Penalty: 103966.859375
Iteration 148Q: 32 clusters Score -1.371525e+08 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41132 members 
Mstep: Class 4 contains 37464 members 
Mstep: Class 5 contains 41806 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 47106 members 
Mstep: Class 10 contains 44963 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 29269 members 
Mstep: Class 13 contains 42506 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 5199 members 
Mstep: Class 16 contains 33736 members 
Mstep: Class 17 contains 47529 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40626 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27920 members 
Mstep: Class 23 contains 42228 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25696 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 43220 members 
Mstep: Class 28 contains 40099 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48506 members 
Mstep: Class 31 contains 44624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153184.000000 Penalty: 103966.859375
Iteration 149Q: 32 clusters Score -1.371532e+08 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41179 members 
Mstep: Class 4 contains 37400 members 
Mstep: Class 5 contains 41788 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 47415 members 
Mstep: Class 10 contains 45565 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 29269 members 
Mstep: Class 13 contains 42543 members 
Mstep: Class 14 contains 4989 members 
Mstep: Class 15 contains 5189 members 
Mstep: Class 16 contains 33460 members 
Mstep: Class 17 contains 47449 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40364 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27909 members 
Mstep: Class 23 contains 41719 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25475 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 43649 members 
Mstep: Class 28 contains 40106 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48473 members 
Mstep: Class 31 contains 44716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153200.000000 Penalty: 103966.859375
Iteration 150Q: 32 clusters Score -1.371532e+08 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41229 members 
Mstep: Class 4 contains 37310 members 
Mstep: Class 5 contains 41836 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 47715 members 
Mstep: Class 10 contains 46166 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 29282 members 
Mstep: Class 13 contains 42590 members 
Mstep: Class 14 contains 4983 members 
Mstep: Class 15 contains 5176 members 
Mstep: Class 16 contains 33164 members 
Mstep: Class 17 contains 47400 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40090 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27918 members 
Mstep: Class 23 contains 41142 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25218 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 44034 members 
Mstep: Class 28 contains 40089 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48622 members 
Mstep: Class 31 contains 44750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153056.000000 Penalty: 103966.859375
Iteration 151Q: 32 clusters Score -1.371531e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41264 members 
Mstep: Class 4 contains 37217 members 
Mstep: Class 5 contains 41887 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 47959 members 
Mstep: Class 10 contains 46703 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 29291 members 
Mstep: Class 13 contains 42701 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 5167 members 
Mstep: Class 16 contains 32856 members 
Mstep: Class 17 contains 47370 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39891 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27930 members 
Mstep: Class 23 contains 40453 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24971 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 44413 members 
Mstep: Class 28 contains 40080 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48904 members 
Mstep: Class 31 contains 44717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153072.000000 Penalty: 103966.859375
Iteration 152Q: 32 clusters Score -1.371531e+08 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41275 members 
Mstep: Class 4 contains 37128 members 
Mstep: Class 5 contains 41922 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 48138 members 
Mstep: Class 10 contains 47436 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 29309 members 
Mstep: Class 13 contains 42810 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 32555 members 
Mstep: Class 17 contains 47278 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39840 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27941 members 
Mstep: Class 23 contains 39689 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24756 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 44746 members 
Mstep: Class 28 contains 40076 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49204 members 
Mstep: Class 31 contains 44603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152640.000000 Penalty: 103966.859375
Iteration 153Q: 32 clusters Score -1.371526e+08 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41388 members 
Mstep: Class 4 contains 37022 members 
Mstep: Class 5 contains 41884 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 48192 members 
Mstep: Class 10 contains 48061 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29307 members 
Mstep: Class 13 contains 42967 members 
Mstep: Class 14 contains 4976 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 32307 members 
Mstep: Class 17 contains 47196 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39927 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27950 members 
Mstep: Class 23 contains 38739 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24532 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 45141 members 
Mstep: Class 28 contains 40070 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49583 members 
Mstep: Class 31 contains 44598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152480.000000 Penalty: 103966.859375
Iteration 154Q: 32 clusters Score -1.371525e+08 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41542 members 
Mstep: Class 4 contains 36897 members 
Mstep: Class 5 contains 41834 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 48243 members 
Mstep: Class 10 contains 48649 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29305 members 
Mstep: Class 13 contains 43100 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 32081 members 
Mstep: Class 17 contains 47124 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40086 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27977 members 
Mstep: Class 23 contains 37636 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24350 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 45469 members 
Mstep: Class 28 contains 40070 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49937 members 
Mstep: Class 31 contains 44699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152032.000000 Penalty: 103966.859375
Iteration 155Q: 32 clusters Score -1.37152e+08 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41710 members 
Mstep: Class 4 contains 36763 members 
Mstep: Class 5 contains 41771 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 48197 members 
Mstep: Class 10 contains 49059 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29311 members 
Mstep: Class 13 contains 43222 members 
Mstep: Class 14 contains 4994 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 31911 members 
Mstep: Class 17 contains 47053 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40395 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27995 members 
Mstep: Class 23 contains 36592 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24221 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 45641 members 
Mstep: Class 28 contains 40093 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50277 members 
Mstep: Class 31 contains 45034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151264.000000 Penalty: 103966.859375
Iteration 156Q: 32 clusters Score -1.371513e+08 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41887 members 
Mstep: Class 4 contains 36597 members 
Mstep: Class 5 contains 41718 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 48177 members 
Mstep: Class 10 contains 49100 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29319 members 
Mstep: Class 13 contains 43304 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 5121 members 
Mstep: Class 16 contains 31821 members 
Mstep: Class 17 contains 47001 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40776 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 28026 members 
Mstep: Class 23 contains 35701 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24170 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 45756 members 
Mstep: Class 28 contains 40116 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50572 members 
Mstep: Class 31 contains 45488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150800.000000 Penalty: 103966.859375
Iteration 157Q: 32 clusters Score -1.371508e+08 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42094 members 
Mstep: Class 4 contains 36412 members 
Mstep: Class 5 contains 41763 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5541 members 
Mstep: Class 9 contains 48129 members 
Mstep: Class 10 contains 48743 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29346 members 
Mstep: Class 13 contains 43352 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 5119 members 
Mstep: Class 16 contains 31804 members 
Mstep: Class 17 contains 46994 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41205 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 28043 members 
Mstep: Class 23 contains 35041 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24189 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 45823 members 
Mstep: Class 28 contains 40133 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50825 members 
Mstep: Class 31 contains 45959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150912.000000 Penalty: 103966.859375
Iteration 158Q: 32 clusters Score -1.371509e+08 nChanged 7373
Entering ConstructFrom: 
Score: -137150912.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (40884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Entering Unmasked Estep 
Score: -7649281.000000 Penalty: 2633.386475
	Iteration 0F: 2 clusters Score -7649281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -7621738.500000 Penalty: 5266.772949
	Iteration 0F: 3 clusters Score -7621738 nChanged 18758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7631895.500000 Penalty: 5266.772949
	Iteration 1F: 3 clusters Score -7631896 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -7632411.000000 Penalty: 5266.772949
	Iteration 2Q: 3 clusters Score -7632411 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -7632992.500000 Penalty: 5266.772949
	Iteration 3Q: 3 clusters Score -7632992 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7633653.000000 Penalty: 5266.772949
	Iteration 4Q: 3 clusters Score -7633653 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -7634645.500000 Penalty: 5266.772949
	Iteration 5Q: 3 clusters Score -7634646 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -7636101.000000 Penalty: 5266.772949
	Iteration 6F: 3 clusters Score -7636101 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -7638154.500000 Penalty: 5266.772949
	Iteration 7F: 3 clusters Score -7638154 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -7640532.000000 Penalty: 5266.772949
	Iteration 8F: 3 clusters Score -7640532 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -7642810.500000 Penalty: 5266.772949
	Iteration 9F: 3 clusters Score -7642810 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -7644361.000000 Penalty: 5266.772949
	Iteration 10Q: 3 clusters Score -7644361 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7645283.000000 Penalty: 5266.772949
	Iteration 11Q: 3 clusters Score -7645283 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -7645776.500000 Penalty: 5266.772949
	Iteration 12Q: 3 clusters Score -7645776 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -7646072.500000 Penalty: 5266.772949
	Iteration 13Q: 3 clusters Score -7646072 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -7646303.500000 Penalty: 5266.772949
	Iteration 14Q: 3 clusters Score -7646304 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7646481.000000 Penalty: 5266.772949
	Iteration 15Q: 3 clusters Score -7646481 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7646658.000000 Penalty: 5266.772949
	Iteration 16Q: 3 clusters Score -7646658 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7646813.000000 Penalty: 5266.772949
	Iteration 17Q: 3 clusters Score -7646813 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7646914.000000 Penalty: 5266.772949
	Iteration 18Q: 3 clusters Score -7646914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7646996.000000 Penalty: 5266.772949
	Iteration 19Q: 3 clusters Score -7646996 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7647009.000000 Penalty: 5266.772949
	Iteration 20F: 3 clusters Score -7647009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7647077.000000 Penalty: 5266.772949
	Iteration 21Q: 3 clusters Score -7647077 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7647104.000000 Penalty: 5266.772949
	Iteration 22Q: 3 clusters Score -7647104 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -7647135.000000 Penalty: 5266.772949
	Iteration 23Q: 3 clusters Score -7647135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7647139.500000 Penalty: 5266.772949
	Iteration 24Q: 3 clusters Score -7647140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7647171.000000 Penalty: 5266.772949
	Iteration 25Q: 3 clusters Score -7647171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7647171.500000 Penalty: 5266.772949
	Iteration 26Q: 3 clusters Score -7647172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7647176.000000 Penalty: 5266.772949
	Iteration 27Q: 3 clusters Score -7647176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7647195.000000 Penalty: 5266.772949
	Iteration 28Q: 3 clusters Score -7647195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7647198.500000 Penalty: 5266.772949
	Iteration 29Q: 3 clusters Score -7647198 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7647191.000000 Penalty: 5266.772949
	Iteration 30Q: 3 clusters Score -7647191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7647197.000000 Penalty: 5266.772949
	Iteration 31Q: 3 clusters Score -7647197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -7647194.500000 Penalty: 5266.772949
	Iteration 32Q: 3 clusters Score -7647194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7647203.500000 Penalty: 5266.772949
	Iteration 33Q: 3 clusters Score -7647204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -7647210.000000 Penalty: 5266.772949
	Iteration 34Q: 3 clusters Score -7647210 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7647210.000000 Penalty: 5266.772949
	Iteration 35Q: 3 clusters Score -7647210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7647221.500000 Penalty: 5266.772949
	Iteration 36Q: 3 clusters Score -7647222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7647233.000000 Penalty: 5266.772949
	Iteration 37Q: 3 clusters Score -7647233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7647226.000000 Penalty: 5266.772949
	Iteration 38Q: 3 clusters Score -7647226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7647241.000000 Penalty: 5266.772949
	Iteration 39Q: 3 clusters Score -7647241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -7647241.500000 Penalty: 5266.772949
	Iteration 40F: 3 clusters Score -7647242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7647241.500000 Penalty: 5266.772949
	Iteration 41Q: 3 clusters Score -7647242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7647253.500000 Penalty: 5266.772949
	Iteration 42Q: 3 clusters Score -7647254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7647258.000000 Penalty: 5266.772949
	Iteration 43Q: 3 clusters Score -7647258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7647262.500000 Penalty: 5266.772949
	Iteration 44Q: 3 clusters Score -7647262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7647263.500000 Penalty: 5266.772949
	Iteration 45Q: 3 clusters Score -7647264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7647264.500000 Penalty: 5266.772949
	Iteration 46Q: 3 clusters Score -7647264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7647256.000000 Penalty: 5266.772949
	Iteration 47Q: 3 clusters Score -7647256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -7647260.000000 Penalty: 5266.772949
	Iteration 48Q: 3 clusters Score -7647260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7647267.000000 Penalty: 5266.772949
	Iteration 49Q: 3 clusters Score -7647267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -7647268.000000 Penalty: 5266.772949
	Iteration 50Q: 3 clusters Score -7647268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7647262.500000 Penalty: 5266.772949
	Iteration 51Q: 3 clusters Score -7647262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7647272.000000 Penalty: 5266.772949
	Iteration 52Q: 3 clusters Score -7647272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -7647272.500000 Penalty: 5266.772949
	Iteration 53Q: 3 clusters Score -7647272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7647270.500000 Penalty: 5266.772949
	Iteration 54Q: 3 clusters Score -7647270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -7647274.500000 Penalty: 5266.772949
	Iteration 55Q: 3 clusters Score -7647274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7647286.000000 Penalty: 5266.772949
	Iteration 56Q: 3 clusters Score -7647286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7647285.500000 Penalty: 5266.772949
	Iteration 57Q: 3 clusters Score -7647286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7647292.000000 Penalty: 5266.772949
	Iteration 58Q: 3 clusters Score -7647292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7647288.000000 Penalty: 5266.772949
	Iteration 59Q: 3 clusters Score -7647288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7647293.000000 Penalty: 5266.772949
	Iteration 60F: 3 clusters Score -7647293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7647292.500000 Penalty: 5266.772949
	Iteration 61Q: 3 clusters Score -7647292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7647292.500000 Penalty: 5266.772949
	Iteration 62Q: 3 clusters Score -7647292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7647292.500000 Penalty: 5266.772949
	Iteration 63F: 3 clusters Score -7647292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 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 161 members 
Entering Unmasked Estep 
Score: -66350.781250 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66350.78 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66496.906250 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66496.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -66574.742188 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66574.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -66612.570312 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66612.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66622.914062 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66622.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66636.132812 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66636.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -66650.757812 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66650.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -66662.710938 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66662.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -66669.085938 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -66669.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -66669.085938 Penalty: 2851.698975
	Iteration 9F: 3 clusters Score -66669.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Entering Unmasked Estep 
Score: -7889183.000000 Penalty: 2641.554932
	Iteration 0F: 2 clusters Score -7889183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7860785.000000 Penalty: 5283.109863
	Iteration 0F: 3 clusters Score -7860785 nChanged 19421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7871526.000000 Penalty: 5283.109863
	Iteration 1F: 3 clusters Score -7871526 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7872126.500000 Penalty: 5283.109863
	Iteration 2Q: 3 clusters Score -7872126 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -7872817.500000 Penalty: 5283.109863
	Iteration 3Q: 3 clusters Score -7872818 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -7873630.500000 Penalty: 5283.109863
	Iteration 4Q: 3 clusters Score -7873630 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -7874626.000000 Penalty: 5283.109863
	Iteration 5Q: 3 clusters Score -7874626 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7876034.500000 Penalty: 5283.109863
	Iteration 6F: 3 clusters Score -7876034 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -7877732.500000 Penalty: 5283.109863
	Iteration 7F: 3 clusters Score -7877732 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7880007.000000 Penalty: 5283.109863
	Iteration 8F: 3 clusters Score -7880007 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -7882692.500000 Penalty: 5283.109863
	Iteration 9F: 3 clusters Score -7882692 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -7885198.500000 Penalty: 5283.109863
	Iteration 10F: 3 clusters Score -7885198 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -7886415.000000 Penalty: 5283.109863
	Iteration 11Q: 3 clusters Score -7886415 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -7886852.000000 Penalty: 5283.109863
	Iteration 12Q: 3 clusters Score -7886852 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 32521 members 
Entering Unmasked Estep 
Score: -7887003.500000 Penalty: 5283.109863
	Iteration 13Q: 3 clusters Score -7887004 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -7887158.500000 Penalty: 5283.109863
	Iteration 14Q: 3 clusters Score -7887158 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -7887299.000000 Penalty: 5283.109863
	Iteration 15Q: 3 clusters Score -7887299 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -7887388.000000 Penalty: 5283.109863
	Iteration 16Q: 3 clusters Score -7887388 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -7887489.500000 Penalty: 5283.109863
	Iteration 17Q: 3 clusters Score -7887490 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -7887564.000000 Penalty: 5283.109863
	Iteration 18Q: 3 clusters Score -7887564 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -7887654.000000 Penalty: 5283.109863
	Iteration 19Q: 3 clusters Score -7887654 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7887682.000000 Penalty: 5283.109863
	Iteration 20F: 3 clusters Score -7887682 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7887753.500000 Penalty: 5283.109863
	Iteration 21Q: 3 clusters Score -7887754 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7887795.500000 Penalty: 5283.109863
	Iteration 22Q: 3 clusters Score -7887796 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7887864.000000 Penalty: 5283.109863
	Iteration 23Q: 3 clusters Score -7887864 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7887900.000000 Penalty: 5283.109863
	Iteration 24Q: 3 clusters Score -7887900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -7887911.000000 Penalty: 5283.109863
	Iteration 25Q: 3 clusters Score -7887911 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7887931.000000 Penalty: 5283.109863
	Iteration 26Q: 3 clusters Score -7887931 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -7887942.000000 Penalty: 5283.109863
	Iteration 27Q: 3 clusters Score -7887942 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7887975.500000 Penalty: 5283.109863
	Iteration 28Q: 3 clusters Score -7887976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7887997.000000 Penalty: 5283.109863
	Iteration 29Q: 3 clusters Score -7887997 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7888010.500000 Penalty: 5283.109863
	Iteration 30Q: 3 clusters Score -7888010 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7888024.000000 Penalty: 5283.109863
	Iteration 31Q: 3 clusters Score -7888024 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -7888032.500000 Penalty: 5283.109863
	Iteration 32Q: 3 clusters Score -7888032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7888032.000000 Penalty: 5283.109863
	Iteration 33Q: 3 clusters Score -7888032 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7888014.000000 Penalty: 5283.109863
	Iteration 34Q: 3 clusters Score -7888014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -7888044.500000 Penalty: 5283.109863
	Iteration 35Q: 3 clusters Score -7888044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7888045.500000 Penalty: 5283.109863
	Iteration 36Q: 3 clusters Score -7888046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7888029.000000 Penalty: 5283.109863
	Iteration 37Q: 3 clusters Score -7888029 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -7888024.500000 Penalty: 5283.109863
	Iteration 38Q: 3 clusters Score -7888024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -7888029.000000 Penalty: 5283.109863
	Iteration 39Q: 3 clusters Score -7888029 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7888034.500000 Penalty: 5283.109863
	Iteration 40F: 3 clusters Score -7888034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7888031.500000 Penalty: 5283.109863
	Iteration 41Q: 3 clusters Score -7888032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7888040.500000 Penalty: 5283.109863
	Iteration 42Q: 3 clusters Score -7888040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -7888045.500000 Penalty: 5283.109863
	Iteration 43Q: 3 clusters Score -7888046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -7888043.500000 Penalty: 5283.109863
	Iteration 44Q: 3 clusters Score -7888044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -7888047.000000 Penalty: 5283.109863
	Iteration 45Q: 3 clusters Score -7888047 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7888078.000000 Penalty: 5283.109863
	Iteration 46Q: 3 clusters Score -7888078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7888073.000000 Penalty: 5283.109863
	Iteration 47Q: 3 clusters Score -7888073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -7888066.500000 Penalty: 5283.109863
	Iteration 48Q: 3 clusters Score -7888066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7888059.000000 Penalty: 5283.109863
	Iteration 49Q: 3 clusters Score -7888059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -7888066.500000 Penalty: 5283.109863
	Iteration 50Q: 3 clusters Score -7888066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7888049.000000 Penalty: 5283.109863
	Iteration 51Q: 3 clusters Score -7888049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7888057.500000 Penalty: 5283.109863
	Iteration 52Q: 3 clusters Score -7888058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7888055.000000 Penalty: 5283.109863
	Iteration 53Q: 3 clusters Score -7888055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7888062.000000 Penalty: 5283.109863
	Iteration 54Q: 3 clusters Score -7888062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7888058.000000 Penalty: 5283.109863
	Iteration 55Q: 3 clusters Score -7888058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7888062.000000 Penalty: 5283.109863
	Iteration 56Q: 3 clusters Score -7888062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7888051.000000 Penalty: 5283.109863
	Iteration 57Q: 3 clusters Score -7888051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7888050.000000 Penalty: 5283.109863
	Iteration 58Q: 3 clusters Score -7888050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7888053.500000 Penalty: 5283.109863
	Iteration 59Q: 3 clusters Score -7888054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -7888052.000000 Penalty: 5283.109863
	Iteration 60F: 3 clusters Score -7888052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -7888054.500000 Penalty: 5283.109863
	Iteration 61Q: 3 clusters Score -7888054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -7888055.500000 Penalty: 5283.109863
	Iteration 62Q: 3 clusters Score -7888056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -7888054.000000 Penalty: 5283.109863
	Iteration 63Q: 3 clusters Score -7888054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7888063.000000 Penalty: 5283.109863
	Iteration 64Q: 3 clusters Score -7888063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -7888068.000000 Penalty: 5283.109863
	Iteration 65Q: 3 clusters Score -7888068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7888071.500000 Penalty: 5283.109863
	Iteration 66Q: 3 clusters Score -7888072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -7888062.500000 Penalty: 5283.109863
	Iteration 67Q: 3 clusters Score -7888062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7888065.500000 Penalty: 5283.109863
	Iteration 68Q: 3 clusters Score -7888066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7888064.500000 Penalty: 5283.109863
	Iteration 69Q: 3 clusters Score -7888064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -7888064.500000 Penalty: 5283.109863
	Iteration 70F: 3 clusters Score -7888064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Entering Unmasked Estep 
Score: -6762165.500000 Penalty: 2603.634277
	Iteration 0F: 2 clusters Score -6762166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -6737547.500000 Penalty: 5207.268555
	Iteration 0F: 3 clusters Score -6737548 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -6746560.000000 Penalty: 5207.268555
	Iteration 1F: 3 clusters Score -6746560 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -6746994.000000 Penalty: 5207.268555
	Iteration 2Q: 3 clusters Score -6746994 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -6747403.000000 Penalty: 5207.268555
	Iteration 3Q: 3 clusters Score -6747403 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -6747907.500000 Penalty: 5207.268555
	Iteration 4Q: 3 clusters Score -6747908 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -6748705.500000 Penalty: 5207.268555
	Iteration 5Q: 3 clusters Score -6748706 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -6749964.000000 Penalty: 5207.268555
	Iteration 6F: 3 clusters Score -6749964 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -6751794.000000 Penalty: 5207.268555
	Iteration 7F: 3 clusters Score -6751794 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -6754050.500000 Penalty: 5207.268555
	Iteration 8F: 3 clusters Score -6754050 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -6756318.000000 Penalty: 5207.268555
	Iteration 9F: 3 clusters Score -6756318 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -6757993.000000 Penalty: 5207.268555
	Iteration 10Q: 3 clusters Score -6757993 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31098 members 
Entering Unmasked Estep 
Score: -6758874.500000 Penalty: 5207.268555
	Iteration 11Q: 3 clusters Score -6758874 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6759231.000000 Penalty: 5207.268555
	Iteration 12Q: 3 clusters Score -6759231 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -6759438.500000 Penalty: 5207.268555
	Iteration 13Q: 3 clusters Score -6759438 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -6759537.000000 Penalty: 5207.268555
	Iteration 14Q: 3 clusters Score -6759537 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -6759612.000000 Penalty: 5207.268555
	Iteration 15Q: 3 clusters Score -6759612 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -6759676.000000 Penalty: 5207.268555
	Iteration 16Q: 3 clusters Score -6759676 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6759734.000000 Penalty: 5207.268555
	Iteration 17Q: 3 clusters Score -6759734 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -6759756.000000 Penalty: 5207.268555
	Iteration 18Q: 3 clusters Score -6759756 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6759787.500000 Penalty: 5207.268555
	Iteration 19Q: 3 clusters Score -6759788 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -6759810.500000 Penalty: 5207.268555
	Iteration 20F: 3 clusters Score -6759810 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -6759856.500000 Penalty: 5207.268555
	Iteration 21Q: 3 clusters Score -6759856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -6759891.000000 Penalty: 5207.268555
	Iteration 22Q: 3 clusters Score -6759891 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -6759914.000000 Penalty: 5207.268555
	Iteration 23Q: 3 clusters Score -6759914 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -6759910.500000 Penalty: 5207.268555
	Iteration 24Q: 3 clusters Score -6759910 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -6759948.000000 Penalty: 5207.268555
	Iteration 25Q: 3 clusters Score -6759948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6759973.000000 Penalty: 5207.268555
	Iteration 26Q: 3 clusters Score -6759973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -6759989.500000 Penalty: 5207.268555
	Iteration 27Q: 3 clusters Score -6759990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -6759991.000000 Penalty: 5207.268555
	Iteration 28Q: 3 clusters Score -6759991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -6760021.000000 Penalty: 5207.268555
	Iteration 29Q: 3 clusters Score -6760021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6760017.500000 Penalty: 5207.268555
	Iteration 30Q: 3 clusters Score -6760018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6760018.500000 Penalty: 5207.268555
	Iteration 31Q: 3 clusters Score -6760018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -6760026.500000 Penalty: 5207.268555
	Iteration 32Q: 3 clusters Score -6760026 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -6760039.500000 Penalty: 5207.268555
	Iteration 33Q: 3 clusters Score -6760040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -6760070.500000 Penalty: 5207.268555
	Iteration 34Q: 3 clusters Score -6760070 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -6760080.000000 Penalty: 5207.268555
	Iteration 35Q: 3 clusters Score -6760080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -6760081.500000 Penalty: 5207.268555
	Iteration 36Q: 3 clusters Score -6760082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6760102.500000 Penalty: 5207.268555
	Iteration 37Q: 3 clusters Score -6760102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -6760108.000000 Penalty: 5207.268555
	Iteration 38Q: 3 clusters Score -6760108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -6760123.000000 Penalty: 5207.268555
	Iteration 39Q: 3 clusters Score -6760123 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -6760119.000000 Penalty: 5207.268555
	Iteration 40F: 3 clusters Score -6760119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -6760125.000000 Penalty: 5207.268555
	Iteration 41Q: 3 clusters Score -6760125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -6760139.500000 Penalty: 5207.268555
	Iteration 42Q: 3 clusters Score -6760140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -6760126.000000 Penalty: 5207.268555
	Iteration 43Q: 3 clusters Score -6760126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -6760125.000000 Penalty: 5207.268555
	Iteration 44Q: 3 clusters Score -6760125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6760123.500000 Penalty: 5207.268555
	Iteration 45Q: 3 clusters Score -6760124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -6760129.500000 Penalty: 5207.268555
	Iteration 46Q: 3 clusters Score -6760130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -6760139.000000 Penalty: 5207.268555
	Iteration 47Q: 3 clusters Score -6760139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -6760139.500000 Penalty: 5207.268555
	Iteration 48Q: 3 clusters Score -6760140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6760136.000000 Penalty: 5207.268555
	Iteration 49Q: 3 clusters Score -6760136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6760131.000000 Penalty: 5207.268555
	Iteration 50Q: 3 clusters Score -6760131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -6760136.500000 Penalty: 5207.268555
	Iteration 51Q: 3 clusters Score -6760136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -6760144.500000 Penalty: 5207.268555
	Iteration 52Q: 3 clusters Score -6760144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -6760152.500000 Penalty: 5207.268555
	Iteration 53Q: 3 clusters Score -6760152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6760151.500000 Penalty: 5207.268555
	Iteration 54Q: 3 clusters Score -6760152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -6760168.500000 Penalty: 5207.268555
	Iteration 55Q: 3 clusters Score -6760168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -6760170.500000 Penalty: 5207.268555
	Iteration 56Q: 3 clusters Score -6760170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6760176.500000 Penalty: 5207.268555
	Iteration 57Q: 3 clusters Score -6760176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6760173.000000 Penalty: 5207.268555
	Iteration 58Q: 3 clusters Score -6760173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -6760173.000000 Penalty: 5207.268555
	Iteration 59Q: 3 clusters Score -6760173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -6760179.500000 Penalty: 5207.268555
	Iteration 60F: 3 clusters Score -6760180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -6760184.000000 Penalty: 5207.268555
	Iteration 61Q: 3 clusters Score -6760184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -6760185.000000 Penalty: 5207.268555
	Iteration 62Q: 3 clusters Score -6760185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6760203.000000 Penalty: 5207.268555
	Iteration 63Q: 3 clusters Score -6760203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -6760195.500000 Penalty: 5207.268555
	Iteration 64Q: 3 clusters Score -6760196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -6760205.000000 Penalty: 5207.268555
	Iteration 65Q: 3 clusters Score -6760205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6760197.500000 Penalty: 5207.268555
	Iteration 66Q: 3 clusters Score -6760198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -6760203.500000 Penalty: 5207.268555
	Iteration 67Q: 3 clusters Score -6760204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -6760207.500000 Penalty: 5207.268555
	Iteration 68Q: 3 clusters Score -6760208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -6760207.000000 Penalty: 5207.268555
	Iteration 69Q: 3 clusters Score -6760207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -6760207.000000 Penalty: 5207.268555
	Iteration 70F: 3 clusters Score -6760207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Entering Unmasked Estep 
Score: -7753146.000000 Penalty: 2639.237305
	Iteration 0F: 2 clusters Score -7753146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -7724796.500000 Penalty: 5278.474609
	Iteration 0F: 3 clusters Score -7724796 nChanged 19316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -7735168.500000 Penalty: 5278.474609
	Iteration 1F: 3 clusters Score -7735168 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -7735752.500000 Penalty: 5278.474609
	Iteration 2Q: 3 clusters Score -7735752 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -7736404.500000 Penalty: 5278.474609
	Iteration 3Q: 3 clusters Score -7736404 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -7737207.000000 Penalty: 5278.474609
	Iteration 4Q: 3 clusters Score -7737207 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7738113.000000 Penalty: 5278.474609
	Iteration 5Q: 3 clusters Score -7738113 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7739299.000000 Penalty: 5278.474609
	Iteration 6Q: 3 clusters Score -7739299 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -7740539.000000 Penalty: 5278.474609
	Iteration 7F: 3 clusters Score -7740539 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -7741877.000000 Penalty: 5278.474609
	Iteration 8F: 3 clusters Score -7741877 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -7743205.000000 Penalty: 5278.474609
	Iteration 9F: 3 clusters Score -7743205 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -7744275.000000 Penalty: 5278.474609
	Iteration 10Q: 3 clusters Score -7744275 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -7745044.000000 Penalty: 5278.474609
	Iteration 11Q: 3 clusters Score -7745044 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -7745398.500000 Penalty: 5278.474609
	Iteration 12Q: 3 clusters Score -7745398 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -7745544.000000 Penalty: 5278.474609
	Iteration 13Q: 3 clusters Score -7745544 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -7745605.000000 Penalty: 5278.474609
	Iteration 14Q: 3 clusters Score -7745605 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -7745631.000000 Penalty: 5278.474609
	Iteration 15Q: 3 clusters Score -7745631 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7745666.000000 Penalty: 5278.474609
	Iteration 16Q: 3 clusters Score -7745666 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -7745685.500000 Penalty: 5278.474609
	Iteration 17Q: 3 clusters Score -7745686 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -7745699.000000 Penalty: 5278.474609
	Iteration 18Q: 3 clusters Score -7745699 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -7745761.500000 Penalty: 5278.474609
	Iteration 19Q: 3 clusters Score -7745762 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -7745769.500000 Penalty: 5278.474609
	Iteration 20F: 3 clusters Score -7745770 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -7745781.000000 Penalty: 5278.474609
	Iteration 21Q: 3 clusters Score -7745781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7745797.500000 Penalty: 5278.474609
	Iteration 22Q: 3 clusters Score -7745798 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -7745825.500000 Penalty: 5278.474609
	Iteration 23Q: 3 clusters Score -7745826 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7745828.500000 Penalty: 5278.474609
	Iteration 24Q: 3 clusters Score -7745828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -7745828.000000 Penalty: 5278.474609
	Iteration 25Q: 3 clusters Score -7745828 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7745876.000000 Penalty: 5278.474609
	Iteration 26Q: 3 clusters Score -7745876 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -7745876.500000 Penalty: 5278.474609
	Iteration 27Q: 3 clusters Score -7745876 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -7745916.500000 Penalty: 5278.474609
	Iteration 28Q: 3 clusters Score -7745916 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7745954.000000 Penalty: 5278.474609
	Iteration 29Q: 3 clusters Score -7745954 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -7745970.000000 Penalty: 5278.474609
	Iteration 30Q: 3 clusters Score -7745970 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -7746014.000000 Penalty: 5278.474609
	Iteration 31Q: 3 clusters Score -7746014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -7746068.000000 Penalty: 5278.474609
	Iteration 32Q: 3 clusters Score -7746068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -7746102.500000 Penalty: 5278.474609
	Iteration 33Q: 3 clusters Score -7746102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -7746118.500000 Penalty: 5278.474609
	Iteration 34Q: 3 clusters Score -7746118 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -7746120.500000 Penalty: 5278.474609
	Iteration 35Q: 3 clusters Score -7746120 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -7746124.500000 Penalty: 5278.474609
	Iteration 36Q: 3 clusters Score -7746124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7746155.500000 Penalty: 5278.474609
	Iteration 37Q: 3 clusters Score -7746156 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -7746209.000000 Penalty: 5278.474609
	Iteration 38Q: 3 clusters Score -7746209 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -7746215.000000 Penalty: 5278.474609
	Iteration 39Q: 3 clusters Score -7746215 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -7746228.000000 Penalty: 5278.474609
	Iteration 40F: 3 clusters Score -7746228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7746253.500000 Penalty: 5278.474609
	Iteration 41Q: 3 clusters Score -7746254 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7746320.500000 Penalty: 5278.474609
	Iteration 42Q: 3 clusters Score -7746320 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 29269 members 
Entering Unmasked Estep 
Score: -7746338.500000 Penalty: 5278.474609
	Iteration 43Q: 3 clusters Score -7746338 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7746366.000000 Penalty: 5278.474609
	Iteration 44Q: 3 clusters Score -7746366 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -7746412.500000 Penalty: 5278.474609
	Iteration 45Q: 3 clusters Score -7746412 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -7746489.500000 Penalty: 5278.474609
	Iteration 46Q: 3 clusters Score -7746490 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -7746542.000000 Penalty: 5278.474609
	Iteration 47Q: 3 clusters Score -7746542 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7746588.000000 Penalty: 5278.474609
	Iteration 48Q: 3 clusters Score -7746588 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -7746613.000000 Penalty: 5278.474609
	Iteration 49Q: 3 clusters Score -7746613 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7746679.000000 Penalty: 5278.474609
	Iteration 50Q: 3 clusters Score -7746679 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -7746750.500000 Penalty: 5278.474609
	Iteration 51Q: 3 clusters Score -7746750 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7746844.000000 Penalty: 5278.474609
	Iteration 52Q: 3 clusters Score -7746844 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7746944.000000 Penalty: 5278.474609
	Iteration 53Q: 3 clusters Score -7746944 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -7747058.000000 Penalty: 5278.474609
	Iteration 54Q: 3 clusters Score -7747058 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -7747139.500000 Penalty: 5278.474609
	Iteration 55Q: 3 clusters Score -7747140 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -7747247.000000 Penalty: 5278.474609
	Iteration 56Q: 3 clusters Score -7747247 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7747393.000000 Penalty: 5278.474609
	Iteration 57Q: 3 clusters Score -7747393 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -7747506.500000 Penalty: 5278.474609
	Iteration 58Q: 3 clusters Score -7747506 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -7747693.500000 Penalty: 5278.474609
	Iteration 59Q: 3 clusters Score -7747694 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -7747928.000000 Penalty: 5278.474609
	Iteration 60F: 3 clusters Score -7747928 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -7748095.500000 Penalty: 5278.474609
	Iteration 61Q: 3 clusters Score -7748096 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7748319.500000 Penalty: 5278.474609
	Iteration 62Q: 3 clusters Score -7748320 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -7748540.500000 Penalty: 5278.474609
	Iteration 63Q: 3 clusters Score -7748540 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7748798.500000 Penalty: 5278.474609
	Iteration 64Q: 3 clusters Score -7748798 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7749039.500000 Penalty: 5278.474609
	Iteration 65Q: 3 clusters Score -7749040 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -7749254.500000 Penalty: 5278.474609
	Iteration 66Q: 3 clusters Score -7749254 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -7749475.500000 Penalty: 5278.474609
	Iteration 67Q: 3 clusters Score -7749476 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7749674.000000 Penalty: 5278.474609
	Iteration 68Q: 3 clusters Score -7749674 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 39360 members 
Entering Unmasked Estep 
Score: -7749826.000000 Penalty: 5278.474609
	Iteration 69Q: 3 clusters Score -7749826 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -7749925.000000 Penalty: 5278.474609
	Iteration 70Q: 3 clusters Score -7749925 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -7750073.500000 Penalty: 5278.474609
	Iteration 71Q: 3 clusters Score -7750074 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7750183.500000 Penalty: 5278.474609
	Iteration 72Q: 3 clusters Score -7750184 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -7750273.500000 Penalty: 5278.474609
	Iteration 73Q: 3 clusters Score -7750274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -7750347.500000 Penalty: 5278.474609
	Iteration 74Q: 3 clusters Score -7750348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -7750445.000000 Penalty: 5278.474609
	Iteration 75Q: 3 clusters Score -7750445 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -7750494.000000 Penalty: 5278.474609
	Iteration 76Q: 3 clusters Score -7750494 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7750541.500000 Penalty: 5278.474609
	Iteration 77Q: 3 clusters Score -7750542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7750579.000000 Penalty: 5278.474609
	Iteration 78Q: 3 clusters Score -7750579 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7750601.500000 Penalty: 5278.474609
	Iteration 79Q: 3 clusters Score -7750602 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7750639.000000 Penalty: 5278.474609
	Iteration 80F: 3 clusters Score -7750639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7750681.000000 Penalty: 5278.474609
	Iteration 81Q: 3 clusters Score -7750681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7750702.000000 Penalty: 5278.474609
	Iteration 82Q: 3 clusters Score -7750702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -7750720.000000 Penalty: 5278.474609
	Iteration 83Q: 3 clusters Score -7750720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7750733.500000 Penalty: 5278.474609
	Iteration 84Q: 3 clusters Score -7750734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -7750740.500000 Penalty: 5278.474609
	Iteration 85Q: 3 clusters Score -7750740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -7750751.000000 Penalty: 5278.474609
	Iteration 86Q: 3 clusters Score -7750751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7750761.500000 Penalty: 5278.474609
	Iteration 87Q: 3 clusters Score -7750762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -7750772.000000 Penalty: 5278.474609
	Iteration 88Q: 3 clusters Score -7750772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 41204 members 
Entering Unmasked Estep 
Score: -7750778.500000 Penalty: 5278.474609
	Iteration 89Q: 3 clusters Score -7750778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -7750786.500000 Penalty: 5278.474609
	Iteration 90Q: 3 clusters Score -7750786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -7750797.500000 Penalty: 5278.474609
	Iteration 91Q: 3 clusters Score -7750798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -7750822.000000 Penalty: 5278.474609
	Iteration 92Q: 3 clusters Score -7750822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7750833.500000 Penalty: 5278.474609
	Iteration 93Q: 3 clusters Score -7750834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -7750848.000000 Penalty: 5278.474609
	Iteration 94Q: 3 clusters Score -7750848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7750862.000000 Penalty: 5278.474609
	Iteration 95Q: 3 clusters Score -7750862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -7750866.500000 Penalty: 5278.474609
	Iteration 96Q: 3 clusters Score -7750866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -7750871.000000 Penalty: 5278.474609
	Iteration 97Q: 3 clusters Score -7750871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -7750868.500000 Penalty: 5278.474609
	Iteration 98Q: 3 clusters Score -7750868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -7750873.000000 Penalty: 5278.474609
	Iteration 99Q: 3 clusters Score -7750873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -7750871.000000 Penalty: 5278.474609
	Iteration 100F: 3 clusters Score -7750871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -7750877.500000 Penalty: 5278.474609
	Iteration 101Q: 3 clusters Score -7750878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41308 members 
Entering Unmasked Estep 
Score: -7750876.000000 Penalty: 5278.474609
	Iteration 102Q: 3 clusters Score -7750876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -7750869.000000 Penalty: 5278.474609
	Iteration 103Q: 3 clusters Score -7750869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7750876.500000 Penalty: 5278.474609
	Iteration 104Q: 3 clusters Score -7750876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -7750876.500000 Penalty: 5278.474609
	Iteration 105Q: 3 clusters Score -7750876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -7750868.500000 Penalty: 5278.474609
	Iteration 106Q: 3 clusters Score -7750868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7750872.500000 Penalty: 5278.474609
	Iteration 107Q: 3 clusters Score -7750872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -7750871.000000 Penalty: 5278.474609
	Iteration 108Q: 3 clusters Score -7750871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -7750871.000000 Penalty: 5278.474609
	Iteration 109F: 3 clusters Score -7750871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92220.132812 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92220.13 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -92461.218750 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92461.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -92574.390625 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92574.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92674.039062 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -92674.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -92765.398438 Penalty: 3199.433350
	Iteration 4F: 3 clusters Score -92765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -92851.195312 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92851.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -92953.695312 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92953.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93003.679688 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -93003.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93064.359375 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -93064.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -93072.070312 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93072.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -93079.375000 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -93079.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93103.906250 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -93103.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93112.234375 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -93112.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93116.515625 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -93116.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -93116.515625 Penalty: 3199.433350
	Iteration 14F: 3 clusters Score -93116.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183136.015625 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -181223.562500 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181223.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -181574.234375 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181574.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -181700.156250 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181700.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -181814.562500 Penalty: 3450.446533
	Iteration 3Q: 3 clusters Score -181814.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -181919.671875 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -181919.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -182064.421875 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -182064.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -182199.218750 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -182199.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -182373.718750 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -182373.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182572.359375 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182572.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182744.421875 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182744.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -182907.187500 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182907.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -183140.218750 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -183140.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -183411.734375 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -183411.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -183523.531250 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -183523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -183621.546875 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -183621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -183697.515625 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -183697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -183708.437500 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -183708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -183708.437500 Penalty: 3450.446533
	Iteration 17F: 3 clusters Score -183708.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42253 members 
Mstep: Class 4 contains 36262 members 
Mstep: Class 5 contains 41860 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 543 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 47985 members 
Mstep: Class 10 contains 48452 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29363 members 
Mstep: Class 13 contains 43356 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 31862 members 
Mstep: Class 17 contains 47002 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41705 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 28060 members 
Mstep: Class 23 contains 34568 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24269 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 45786 members 
Mstep: Class 28 contains 40131 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50968 members 
Mstep: Class 31 contains 46261 members 
Mstep: Class 32 contains 507 members 
Entering Unmasked Estep 
Score: -137149568.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137150912.000000 to -137149568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -1033610.062500 Penalty: 2137.832031
	Iteration 0F: 2 clusters Score -1033610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1028725.750000 Penalty: 4275.664062
	Iteration 0F: 3 clusters Score -1028726 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1029863.375000 Penalty: 4275.664062
	Iteration 1F: 3 clusters Score -1029863 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1030080.937500 Penalty: 4275.664062
	Iteration 2F: 3 clusters Score -1030081 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1030217.187500 Penalty: 4275.664062
	Iteration 3F: 3 clusters Score -1030217 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1030303.312500 Penalty: 4275.664062
	Iteration 4Q: 3 clusters Score -1030303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1030346.062500 Penalty: 4275.664062
	Iteration 5Q: 3 clusters Score -1030346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1030380.312500 Penalty: 4275.664062
	Iteration 6Q: 3 clusters Score -1030380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1030405.812500 Penalty: 4275.664062
	Iteration 7Q: 3 clusters Score -1030406 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1030432.687500 Penalty: 4275.664062
	Iteration 8Q: 3 clusters Score -1030433 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1030463.500000 Penalty: 4275.664062
	Iteration 9Q: 3 clusters Score -1030464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1030488.875000 Penalty: 4275.664062
	Iteration 10Q: 3 clusters Score -1030489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1030522.875000 Penalty: 4275.664062
	Iteration 11Q: 3 clusters Score -1030523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1030559.250000 Penalty: 4275.664062
	Iteration 12Q: 3 clusters Score -1030559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1030589.062500 Penalty: 4275.664062
	Iteration 13Q: 3 clusters Score -1030589 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1030622.937500 Penalty: 4275.664062
	Iteration 14Q: 3 clusters Score -1030623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1030669.062500 Penalty: 4275.664062
	Iteration 15Q: 3 clusters Score -1030669 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1030726.062500 Penalty: 4275.664062
	Iteration 16Q: 3 clusters Score -1030726 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1030781.187500 Penalty: 4275.664062
	Iteration 17Q: 3 clusters Score -1030781 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1030832.312500 Penalty: 4275.664062
	Iteration 18Q: 3 clusters Score -1030832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1030886.500000 Penalty: 4275.664062
	Iteration 19Q: 3 clusters Score -1030886 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1030950.000000 Penalty: 4275.664062
	Iteration 20F: 3 clusters Score -1030950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1031010.125000 Penalty: 4275.664062
	Iteration 21Q: 3 clusters Score -1031010 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1031065.875000 Penalty: 4275.664062
	Iteration 22Q: 3 clusters Score -1031066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1031128.812500 Penalty: 4275.664062
	Iteration 23Q: 3 clusters Score -1031129 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1031198.062500 Penalty: 4275.664062
	Iteration 24Q: 3 clusters Score -1031198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1031263.062500 Penalty: 4275.664062
	Iteration 25Q: 3 clusters Score -1031263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1031338.250000 Penalty: 4275.664062
	Iteration 26Q: 3 clusters Score -1031338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1031393.250000 Penalty: 4275.664062
	Iteration 27Q: 3 clusters Score -1031393 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1031431.062500 Penalty: 4275.664062
	Iteration 28Q: 3 clusters Score -1031431 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1031467.687500 Penalty: 4275.664062
	Iteration 29Q: 3 clusters Score -1031468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1031507.750000 Penalty: 4275.664062
	Iteration 30Q: 3 clusters Score -1031508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1031555.000000 Penalty: 4275.664062
	Iteration 31Q: 3 clusters Score -1031555 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1031591.875000 Penalty: 4275.664062
	Iteration 32Q: 3 clusters Score -1031592 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1031619.687500 Penalty: 4275.664062
	Iteration 33Q: 3 clusters Score -1031620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1031646.000000 Penalty: 4275.664062
	Iteration 34Q: 3 clusters Score -1031646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1031659.812500 Penalty: 4275.664062
	Iteration 35Q: 3 clusters Score -1031660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1031669.875000 Penalty: 4275.664062
	Iteration 36Q: 3 clusters Score -1031670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1031675.125000 Penalty: 4275.664062
	Iteration 37Q: 3 clusters Score -1031675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1031680.500000 Penalty: 4275.664062
	Iteration 38Q: 3 clusters Score -1031680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1031686.625000 Penalty: 4275.664062
	Iteration 39Q: 3 clusters Score -1031687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1031689.500000 Penalty: 4275.664062
	Iteration 40F: 3 clusters Score -1031690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1031693.312500 Penalty: 4275.664062
	Iteration 41Q: 3 clusters Score -1031693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1031697.687500 Penalty: 4275.664062
	Iteration 42Q: 3 clusters Score -1031698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1031704.875000 Penalty: 4275.664062
	Iteration 43Q: 3 clusters Score -1031705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1031707.250000 Penalty: 4275.664062
	Iteration 44Q: 3 clusters Score -1031707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1031710.312500 Penalty: 4275.664062
	Iteration 45Q: 3 clusters Score -1031710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1031712.375000 Penalty: 4275.664062
	Iteration 46Q: 3 clusters Score -1031712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1031714.062500 Penalty: 4275.664062
	Iteration 47Q: 3 clusters Score -1031714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1031715.187500 Penalty: 4275.664062
	Iteration 48Q: 3 clusters Score -1031715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1031714.625000 Penalty: 4275.664062
	Iteration 49Q: 3 clusters Score -1031715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1031715.312500 Penalty: 4275.664062
	Iteration 50Q: 3 clusters Score -1031715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1031716.812500 Penalty: 4275.664062
	Iteration 51Q: 3 clusters Score -1031717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1031716.812500 Penalty: 4275.664062
	Iteration 52F: 3 clusters Score -1031717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Entering Unmasked Estep 
Score: -9024888.000000 Penalty: 2673.103516
	Iteration 0F: 2 clusters Score -9024888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -8994196.000000 Penalty: 5346.207031
	Iteration 0F: 3 clusters Score -8994196 nChanged 21950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -9006219.000000 Penalty: 5346.207031
	Iteration 1F: 3 clusters Score -9006219 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -9006706.000000 Penalty: 5346.207031
	Iteration 2Q: 3 clusters Score -9006706 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -9007157.000000 Penalty: 5346.207031
	Iteration 3Q: 3 clusters Score -9007157 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9007787.000000 Penalty: 5346.207031
	Iteration 4Q: 3 clusters Score -9007787 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9008682.000000 Penalty: 5346.207031
	Iteration 5Q: 3 clusters Score -9008682 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -9010071.000000 Penalty: 5346.207031
	Iteration 6F: 3 clusters Score -9010071 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -9012478.000000 Penalty: 5346.207031
	Iteration 7F: 3 clusters Score -9012478 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -9016033.000000 Penalty: 5346.207031
	Iteration 8F: 3 clusters Score -9016033 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -9019384.000000 Penalty: 5346.207031
	Iteration 9F: 3 clusters Score -9019384 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -9021395.000000 Penalty: 5346.207031
	Iteration 10F: 3 clusters Score -9021395 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -9022136.000000 Penalty: 5346.207031
	Iteration 11Q: 3 clusters Score -9022136 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -9022367.000000 Penalty: 5346.207031
	Iteration 12Q: 3 clusters Score -9022367 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9022483.000000 Penalty: 5346.207031
	Iteration 13Q: 3 clusters Score -9022483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -9022516.000000 Penalty: 5346.207031
	Iteration 14Q: 3 clusters Score -9022516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -9022537.000000 Penalty: 5346.207031
	Iteration 15Q: 3 clusters Score -9022537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9022543.000000 Penalty: 5346.207031
	Iteration 16Q: 3 clusters Score -9022543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9022551.000000 Penalty: 5346.207031
	Iteration 17Q: 3 clusters Score -9022551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9022554.000000 Penalty: 5346.207031
	Iteration 18Q: 3 clusters Score -9022554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -9022555.000000 Penalty: 5346.207031
	Iteration 19Q: 3 clusters Score -9022555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9022553.000000 Penalty: 5346.207031
	Iteration 20F: 3 clusters Score -9022553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9022562.000000 Penalty: 5346.207031
	Iteration 21Q: 3 clusters Score -9022562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9022562.000000 Penalty: 5346.207031
	Iteration 22F: 3 clusters Score -9022562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Entering Unmasked Estep 
Score: -9155550.000000 Penalty: 2675.505615
	Iteration 0F: 2 clusters Score -9155550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -9125957.000000 Penalty: 5351.011230
	Iteration 0F: 3 clusters Score -9125957 nChanged 22512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -9138329.000000 Penalty: 5351.011230
	Iteration 1F: 3 clusters Score -9138329 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -9138858.000000 Penalty: 5351.011230
	Iteration 2Q: 3 clusters Score -9138858 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -9139312.000000 Penalty: 5351.011230
	Iteration 3Q: 3 clusters Score -9139312 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -9139739.000000 Penalty: 5351.011230
	Iteration 4Q: 3 clusters Score -9139739 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -9140136.000000 Penalty: 5351.011230
	Iteration 5Q: 3 clusters Score -9140136 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -9140613.000000 Penalty: 5351.011230
	Iteration 6Q: 3 clusters Score -9140613 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -9141051.000000 Penalty: 5351.011230
	Iteration 7Q: 3 clusters Score -9141051 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -9141461.000000 Penalty: 5351.011230
	Iteration 8Q: 3 clusters Score -9141461 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -9142012.000000 Penalty: 5351.011230
	Iteration 9Q: 3 clusters Score -9142012 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -9142794.000000 Penalty: 5351.011230
	Iteration 10Q: 3 clusters Score -9142794 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -9143783.000000 Penalty: 5351.011230
	Iteration 11Q: 3 clusters Score -9143783 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -9145220.000000 Penalty: 5351.011230
	Iteration 12Q: 3 clusters Score -9145220 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -9146875.000000 Penalty: 5351.011230
	Iteration 13F: 3 clusters Score -9146875 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -9148383.000000 Penalty: 5351.011230
	Iteration 14Q: 3 clusters Score -9148383 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -9149432.000000 Penalty: 5351.011230
	Iteration 15Q: 3 clusters Score -9149432 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -9150013.000000 Penalty: 5351.011230
	Iteration 16Q: 3 clusters Score -9150013 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -9150466.000000 Penalty: 5351.011230
	Iteration 17Q: 3 clusters Score -9150466 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -9150866.000000 Penalty: 5351.011230
	Iteration 18Q: 3 clusters Score -9150866 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -9151144.000000 Penalty: 5351.011230
	Iteration 19Q: 3 clusters Score -9151144 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -9151456.000000 Penalty: 5351.011230
	Iteration 20F: 3 clusters Score -9151456 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -9151768.000000 Penalty: 5351.011230
	Iteration 21Q: 3 clusters Score -9151768 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9152131.000000 Penalty: 5351.011230
	Iteration 22Q: 3 clusters Score -9152131 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -9152383.000000 Penalty: 5351.011230
	Iteration 23Q: 3 clusters Score -9152383 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -9152661.000000 Penalty: 5351.011230
	Iteration 24Q: 3 clusters Score -9152661 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -9152881.000000 Penalty: 5351.011230
	Iteration 25Q: 3 clusters Score -9152881 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -9153154.000000 Penalty: 5351.011230
	Iteration 26Q: 3 clusters Score -9153154 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -9153475.000000 Penalty: 5351.011230
	Iteration 27Q: 3 clusters Score -9153475 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -9153800.000000 Penalty: 5351.011230
	Iteration 28Q: 3 clusters Score -9153800 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -9154006.000000 Penalty: 5351.011230
	Iteration 29Q: 3 clusters Score -9154006 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -9154232.000000 Penalty: 5351.011230
	Iteration 30Q: 3 clusters Score -9154232 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -9154391.000000 Penalty: 5351.011230
	Iteration 31Q: 3 clusters Score -9154391 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -9154492.000000 Penalty: 5351.011230
	Iteration 32Q: 3 clusters Score -9154492 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -9154547.000000 Penalty: 5351.011230
	Iteration 33Q: 3 clusters Score -9154547 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -9154611.000000 Penalty: 5351.011230
	Iteration 34Q: 3 clusters Score -9154611 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9154638.000000 Penalty: 5351.011230
	Iteration 35Q: 3 clusters Score -9154638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -9154659.000000 Penalty: 5351.011230
	Iteration 36Q: 3 clusters Score -9154659 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -9154663.000000 Penalty: 5351.011230
	Iteration 37Q: 3 clusters Score -9154663 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -9154638.000000 Penalty: 5351.011230
	Iteration 38Q: 3 clusters Score -9154638 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -9154626.000000 Penalty: 5351.011230
	Iteration 39Q: 3 clusters Score -9154626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -9154648.000000 Penalty: 5351.011230
	Iteration 40F: 3 clusters Score -9154648 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -9154670.000000 Penalty: 5351.011230
	Iteration 41Q: 3 clusters Score -9154670 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -9154655.000000 Penalty: 5351.011230
	Iteration 42Q: 3 clusters Score -9154655 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -9154661.000000 Penalty: 5351.011230
	Iteration 43Q: 3 clusters Score -9154661 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -9154661.000000 Penalty: 5351.011230
	Iteration 44Q: 3 clusters Score -9154661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -9154658.000000 Penalty: 5351.011230
	Iteration 45Q: 3 clusters Score -9154658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9154679.000000 Penalty: 5351.011230
	Iteration 46Q: 3 clusters Score -9154679 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -9154660.000000 Penalty: 5351.011230
	Iteration 47Q: 3 clusters Score -9154660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9154679.000000 Penalty: 5351.011230
	Iteration 48Q: 3 clusters Score -9154679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -9154673.000000 Penalty: 5351.011230
	Iteration 49Q: 3 clusters Score -9154673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -9154668.000000 Penalty: 5351.011230
	Iteration 50Q: 3 clusters Score -9154668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -9154661.000000 Penalty: 5351.011230
	Iteration 51Q: 3 clusters Score -9154661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -9154675.000000 Penalty: 5351.011230
	Iteration 52Q: 3 clusters Score -9154675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -9154665.000000 Penalty: 5351.011230
	Iteration 53Q: 3 clusters Score -9154665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -9154640.000000 Penalty: 5351.011230
	Iteration 54Q: 3 clusters Score -9154640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -9154643.000000 Penalty: 5351.011230
	Iteration 55Q: 3 clusters Score -9154643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -9154636.000000 Penalty: 5351.011230
	Iteration 56Q: 3 clusters Score -9154636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -9154641.000000 Penalty: 5351.011230
	Iteration 57Q: 3 clusters Score -9154641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -9154612.000000 Penalty: 5351.011230
	Iteration 58Q: 3 clusters Score -9154612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -9154625.000000 Penalty: 5351.011230
	Iteration 59Q: 3 clusters Score -9154625 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9154617.000000 Penalty: 5351.011230
	Iteration 60F: 3 clusters Score -9154617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -9154617.000000 Penalty: 5351.011230
	Iteration 61Q: 3 clusters Score -9154617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -9154625.000000 Penalty: 5351.011230
	Iteration 62Q: 3 clusters Score -9154625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -9154621.000000 Penalty: 5351.011230
	Iteration 63Q: 3 clusters Score -9154621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -9154613.000000 Penalty: 5351.011230
	Iteration 64Q: 3 clusters Score -9154613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46399 members 
Entering Unmasked Estep 
Score: -9154609.000000 Penalty: 5351.011230
	Iteration 65Q: 3 clusters Score -9154609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9154603.000000 Penalty: 5351.011230
	Iteration 66Q: 3 clusters Score -9154603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -9154604.000000 Penalty: 5351.011230
	Iteration 67Q: 3 clusters Score -9154604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -9154600.000000 Penalty: 5351.011230
	Iteration 68Q: 3 clusters Score -9154600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -9154601.000000 Penalty: 5351.011230
	Iteration 69Q: 3 clusters Score -9154601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -9154600.000000 Penalty: 5351.011230
	Iteration 70Q: 3 clusters Score -9154600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -9154608.000000 Penalty: 5351.011230
	Iteration 71Q: 3 clusters Score -9154608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9154593.000000 Penalty: 5351.011230
	Iteration 72Q: 3 clusters Score -9154593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -9154589.000000 Penalty: 5351.011230
	Iteration 73Q: 3 clusters Score -9154589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -9154592.000000 Penalty: 5351.011230
	Iteration 74Q: 3 clusters Score -9154592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -9154592.000000 Penalty: 5351.011230
	Iteration 75Q: 3 clusters Score -9154592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -9154587.000000 Penalty: 5351.011230
	Iteration 76Q: 3 clusters Score -9154587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -9154581.000000 Penalty: 5351.011230
	Iteration 77Q: 3 clusters Score -9154581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -9154585.000000 Penalty: 5351.011230
	Iteration 78Q: 3 clusters Score -9154585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9154591.000000 Penalty: 5351.011230
	Iteration 79Q: 3 clusters Score -9154591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -9154578.000000 Penalty: 5351.011230
	Iteration 80F: 3 clusters Score -9154578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -9154581.000000 Penalty: 5351.011230
	Iteration 81Q: 3 clusters Score -9154581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -9154576.000000 Penalty: 5351.011230
	Iteration 82Q: 3 clusters Score -9154576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -9154581.000000 Penalty: 5351.011230
	Iteration 83Q: 3 clusters Score -9154581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -9154567.000000 Penalty: 5351.011230
	Iteration 84Q: 3 clusters Score -9154567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -9154572.000000 Penalty: 5351.011230
	Iteration 85Q: 3 clusters Score -9154572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -9154574.000000 Penalty: 5351.011230
	Iteration 86Q: 3 clusters Score -9154574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9154580.000000 Penalty: 5351.011230
	Iteration 87Q: 3 clusters Score -9154580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -9154573.000000 Penalty: 5351.011230
	Iteration 88Q: 3 clusters Score -9154573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9154576.000000 Penalty: 5351.011230
	Iteration 89Q: 3 clusters Score -9154576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9154576.000000 Penalty: 5351.011230
	Iteration 90F: 3 clusters Score -9154576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -420657.156250 Penalty: 1931.579346
	Iteration 0F: 2 clusters Score -420657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -417793.625000 Penalty: 3863.158691
	Iteration 0F: 3 clusters Score -417793.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -418420.218750 Penalty: 3863.158691
	Iteration 1F: 3 clusters Score -418420.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -418628.968750 Penalty: 3863.158691
	Iteration 2F: 3 clusters Score -418629 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -418828.218750 Penalty: 3863.158691
	Iteration 3Q: 3 clusters Score -418828.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -419041.312500 Penalty: 3863.158691
	Iteration 4F: 3 clusters Score -419041.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -419197.656250 Penalty: 3863.158691
	Iteration 5F: 3 clusters Score -419197.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -419337.031250 Penalty: 3863.158691
	Iteration 6F: 3 clusters Score -419337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -419471.250000 Penalty: 3863.158691
	Iteration 7Q: 3 clusters Score -419471.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -419589.906250 Penalty: 3863.158691
	Iteration 8Q: 3 clusters Score -419589.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -419703.843750 Penalty: 3863.158691
	Iteration 9Q: 3 clusters Score -419703.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -419782.968750 Penalty: 3863.158691
	Iteration 10Q: 3 clusters Score -419783 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -419825.531250 Penalty: 3863.158691
	Iteration 11Q: 3 clusters Score -419825.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -419845.375000 Penalty: 3863.158691
	Iteration 12Q: 3 clusters Score -419845.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -419862.250000 Penalty: 3863.158691
	Iteration 13Q: 3 clusters Score -419862.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -419878.968750 Penalty: 3863.158691
	Iteration 14Q: 3 clusters Score -419879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -419889.531250 Penalty: 3863.158691
	Iteration 15Q: 3 clusters Score -419889.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -419901.000000 Penalty: 3863.158691
	Iteration 16Q: 3 clusters Score -419901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -419909.250000 Penalty: 3863.158691
	Iteration 17Q: 3 clusters Score -419909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -419917.187500 Penalty: 3863.158691
	Iteration 18Q: 3 clusters Score -419917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -419925.156250 Penalty: 3863.158691
	Iteration 19Q: 3 clusters Score -419925.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -419931.781250 Penalty: 3863.158691
	Iteration 20F: 3 clusters Score -419931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419941.093750 Penalty: 3863.158691
	Iteration 21Q: 3 clusters Score -419941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -419946.437500 Penalty: 3863.158691
	Iteration 22Q: 3 clusters Score -419946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -419953.312500 Penalty: 3863.158691
	Iteration 23Q: 3 clusters Score -419953.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -419958.062500 Penalty: 3863.158691
	Iteration 24Q: 3 clusters Score -419958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -419959.218750 Penalty: 3863.158691
	Iteration 25Q: 3 clusters Score -419959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -419960.843750 Penalty: 3863.158691
	Iteration 26Q: 3 clusters Score -419960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -419961.250000 Penalty: 3863.158691
	Iteration 27Q: 3 clusters Score -419961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -419961.250000 Penalty: 3863.158691
	Iteration 28F: 3 clusters Score -419961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (29363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Entering Unmasked Estep 
Score: -5337331.000000 Penalty: 2551.297852
	Iteration 0F: 2 clusters Score -5337331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -5317255.000000 Penalty: 5102.595703
	Iteration 0F: 3 clusters Score -5317255 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -5324188.000000 Penalty: 5102.595703
	Iteration 1F: 3 clusters Score -5324188 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5324500.000000 Penalty: 5102.595703
	Iteration 2Q: 3 clusters Score -5324500 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5324784.500000 Penalty: 5102.595703
	Iteration 3Q: 3 clusters Score -5324784 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -5325043.000000 Penalty: 5102.595703
	Iteration 4Q: 3 clusters Score -5325043 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -5325380.500000 Penalty: 5102.595703
	Iteration 5Q: 3 clusters Score -5325380 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5325791.500000 Penalty: 5102.595703
	Iteration 6Q: 3 clusters Score -5325792 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5326358.000000 Penalty: 5102.595703
	Iteration 7Q: 3 clusters Score -5326358 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -5327113.000000 Penalty: 5102.595703
	Iteration 8Q: 3 clusters Score -5327113 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5328252.500000 Penalty: 5102.595703
	Iteration 9F: 3 clusters Score -5328252 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -5329791.000000 Penalty: 5102.595703
	Iteration 10F: 3 clusters Score -5329791 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5331442.500000 Penalty: 5102.595703
	Iteration 11F: 3 clusters Score -5331442 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -5332967.000000 Penalty: 5102.595703
	Iteration 12F: 3 clusters Score -5332967 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -5333938.000000 Penalty: 5102.595703
	Iteration 13Q: 3 clusters Score -5333938 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5334512.000000 Penalty: 5102.595703
	Iteration 14Q: 3 clusters Score -5334512 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5334766.000000 Penalty: 5102.595703
	Iteration 15Q: 3 clusters Score -5334766 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -5334907.000000 Penalty: 5102.595703
	Iteration 16Q: 3 clusters Score -5334907 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5334980.500000 Penalty: 5102.595703
	Iteration 17Q: 3 clusters Score -5334980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5335049.000000 Penalty: 5102.595703
	Iteration 18Q: 3 clusters Score -5335049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5335077.500000 Penalty: 5102.595703
	Iteration 19Q: 3 clusters Score -5335078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5335103.500000 Penalty: 5102.595703
	Iteration 20F: 3 clusters Score -5335104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5335128.500000 Penalty: 5102.595703
	Iteration 21Q: 3 clusters Score -5335128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5335145.500000 Penalty: 5102.595703
	Iteration 22Q: 3 clusters Score -5335146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5335157.000000 Penalty: 5102.595703
	Iteration 23Q: 3 clusters Score -5335157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5335160.000000 Penalty: 5102.595703
	Iteration 24Q: 3 clusters Score -5335160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5335167.500000 Penalty: 5102.595703
	Iteration 25Q: 3 clusters Score -5335168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5335171.500000 Penalty: 5102.595703
	Iteration 26Q: 3 clusters Score -5335172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5335172.000000 Penalty: 5102.595703
	Iteration 27Q: 3 clusters Score -5335172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5335174.000000 Penalty: 5102.595703
	Iteration 28Q: 3 clusters Score -5335174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -5335174.000000 Penalty: 5102.595703
	Iteration 29F: 3 clusters Score -5335174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Entering Unmasked Estep 
Score: -8031903.500000 Penalty: 2647.945801
	Iteration 0F: 2 clusters Score -8031904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8002984.000000 Penalty: 5295.891602
	Iteration 0F: 3 clusters Score -8002984 nChanged 19931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -8013829.000000 Penalty: 5295.891602
	Iteration 1F: 3 clusters Score -8013829 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -8014330.500000 Penalty: 5295.891602
	Iteration 2Q: 3 clusters Score -8014330 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8014834.000000 Penalty: 5295.891602
	Iteration 3Q: 3 clusters Score -8014834 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8015350.500000 Penalty: 5295.891602
	Iteration 4Q: 3 clusters Score -8015350 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8016029.500000 Penalty: 5295.891602
	Iteration 5Q: 3 clusters Score -8016030 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8016987.000000 Penalty: 5295.891602
	Iteration 6Q: 3 clusters Score -8016987 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -8018452.000000 Penalty: 5295.891602
	Iteration 7F: 3 clusters Score -8018452 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -8020578.500000 Penalty: 5295.891602
	Iteration 8F: 3 clusters Score -8020578 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -8023063.500000 Penalty: 5295.891602
	Iteration 9F: 3 clusters Score -8023064 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -8025478.000000 Penalty: 5295.891602
	Iteration 10F: 3 clusters Score -8025478 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -8027021.000000 Penalty: 5295.891602
	Iteration 11Q: 3 clusters Score -8027021 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8027960.000000 Penalty: 5295.891602
	Iteration 12Q: 3 clusters Score -8027960 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -8028623.000000 Penalty: 5295.891602
	Iteration 13Q: 3 clusters Score -8028623 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8029108.500000 Penalty: 5295.891602
	Iteration 14Q: 3 clusters Score -8029108 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -8029501.000000 Penalty: 5295.891602
	Iteration 15Q: 3 clusters Score -8029501 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -8029719.500000 Penalty: 5295.891602
	Iteration 16Q: 3 clusters Score -8029720 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -8029864.000000 Penalty: 5295.891602
	Iteration 17Q: 3 clusters Score -8029864 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -8029935.500000 Penalty: 5295.891602
	Iteration 18Q: 3 clusters Score -8029936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -8029955.500000 Penalty: 5295.891602
	Iteration 19Q: 3 clusters Score -8029956 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -8030000.500000 Penalty: 5295.891602
	Iteration 20F: 3 clusters Score -8030000 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8030051.000000 Penalty: 5295.891602
	Iteration 21Q: 3 clusters Score -8030051 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -8030085.500000 Penalty: 5295.891602
	Iteration 22Q: 3 clusters Score -8030086 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8030092.000000 Penalty: 5295.891602
	Iteration 23Q: 3 clusters Score -8030092 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -8030101.500000 Penalty: 5295.891602
	Iteration 24Q: 3 clusters Score -8030102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -8030132.000000 Penalty: 5295.891602
	Iteration 25Q: 3 clusters Score -8030132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -8030136.000000 Penalty: 5295.891602
	Iteration 26Q: 3 clusters Score -8030136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8030146.000000 Penalty: 5295.891602
	Iteration 27Q: 3 clusters Score -8030146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -8030148.000000 Penalty: 5295.891602
	Iteration 28Q: 3 clusters Score -8030148 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -8030154.000000 Penalty: 5295.891602
	Iteration 29Q: 3 clusters Score -8030154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -8030152.500000 Penalty: 5295.891602
	Iteration 30Q: 3 clusters Score -8030152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -8030148.000000 Penalty: 5295.891602
	Iteration 31Q: 3 clusters Score -8030148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -8030138.500000 Penalty: 5295.891602
	Iteration 32Q: 3 clusters Score -8030138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -8030128.000000 Penalty: 5295.891602
	Iteration 33Q: 3 clusters Score -8030128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -8030139.000000 Penalty: 5295.891602
	Iteration 34Q: 3 clusters Score -8030139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -8030146.000000 Penalty: 5295.891602
	Iteration 35Q: 3 clusters Score -8030146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -8030152.500000 Penalty: 5295.891602
	Iteration 36Q: 3 clusters Score -8030152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8030166.500000 Penalty: 5295.891602
	Iteration 37Q: 3 clusters Score -8030166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8030165.000000 Penalty: 5295.891602
	Iteration 38Q: 3 clusters Score -8030165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -8030162.500000 Penalty: 5295.891602
	Iteration 39Q: 3 clusters Score -8030162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -8030164.500000 Penalty: 5295.891602
	Iteration 40F: 3 clusters Score -8030164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -8030161.500000 Penalty: 5295.891602
	Iteration 41Q: 3 clusters Score -8030162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -8030160.000000 Penalty: 5295.891602
	Iteration 42Q: 3 clusters Score -8030160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -8030154.000000 Penalty: 5295.891602
	Iteration 43Q: 3 clusters Score -8030154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -8030150.500000 Penalty: 5295.891602
	Iteration 44Q: 3 clusters Score -8030150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8030150.000000 Penalty: 5295.891602
	Iteration 45Q: 3 clusters Score -8030150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -8030154.500000 Penalty: 5295.891602
	Iteration 46Q: 3 clusters Score -8030154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8030159.000000 Penalty: 5295.891602
	Iteration 47Q: 3 clusters Score -8030159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -8030150.500000 Penalty: 5295.891602
	Iteration 48Q: 3 clusters Score -8030150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8030148.500000 Penalty: 5295.891602
	Iteration 49Q: 3 clusters Score -8030148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8030151.500000 Penalty: 5295.891602
	Iteration 50Q: 3 clusters Score -8030152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -8030154.000000 Penalty: 5295.891602
	Iteration 51Q: 3 clusters Score -8030154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -8030158.000000 Penalty: 5295.891602
	Iteration 52Q: 3 clusters Score -8030158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -8030158.000000 Penalty: 5295.891602
	Iteration 53F: 3 clusters Score -8030158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -919829.125000 Penalty: 2111.667969
	Iteration 0F: 2 clusters Score -919829.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -915293.812500 Penalty: 4223.335938
	Iteration 0F: 3 clusters Score -915293.8 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -916304.937500 Penalty: 4223.335938
	Iteration 1F: 3 clusters Score -916304.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -916507.625000 Penalty: 4223.335938
	Iteration 2F: 3 clusters Score -916507.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -916627.812500 Penalty: 4223.335938
	Iteration 3F: 3 clusters Score -916627.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -916722.937500 Penalty: 4223.335938
	Iteration 4Q: 3 clusters Score -916722.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -916801.500000 Penalty: 4223.335938
	Iteration 5Q: 3 clusters Score -916801.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -916877.250000 Penalty: 4223.335938
	Iteration 6Q: 3 clusters Score -916877.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -916934.250000 Penalty: 4223.335938
	Iteration 7Q: 3 clusters Score -916934.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -916986.312500 Penalty: 4223.335938
	Iteration 8Q: 3 clusters Score -916986.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -917036.812500 Penalty: 4223.335938
	Iteration 9Q: 3 clusters Score -917036.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -917087.500000 Penalty: 4223.335938
	Iteration 10Q: 3 clusters Score -917087.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -917139.125000 Penalty: 4223.335938
	Iteration 11Q: 3 clusters Score -917139.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -917188.687500 Penalty: 4223.335938
	Iteration 12Q: 3 clusters Score -917188.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -917238.250000 Penalty: 4223.335938
	Iteration 13Q: 3 clusters Score -917238.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -917313.250000 Penalty: 4223.335938
	Iteration 14Q: 3 clusters Score -917313.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -917383.312500 Penalty: 4223.335938
	Iteration 15Q: 3 clusters Score -917383.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -917448.812500 Penalty: 4223.335938
	Iteration 16Q: 3 clusters Score -917448.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -917508.875000 Penalty: 4223.335938
	Iteration 17Q: 3 clusters Score -917508.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -917592.125000 Penalty: 4223.335938
	Iteration 18Q: 3 clusters Score -917592.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -917680.312500 Penalty: 4223.335938
	Iteration 19Q: 3 clusters Score -917680.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -917770.187500 Penalty: 4223.335938
	Iteration 20F: 3 clusters Score -917770.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -917828.375000 Penalty: 4223.335938
	Iteration 21Q: 3 clusters Score -917828.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -917869.125000 Penalty: 4223.335938
	Iteration 22Q: 3 clusters Score -917869.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -917896.187500 Penalty: 4223.335938
	Iteration 23Q: 3 clusters Score -917896.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -917919.312500 Penalty: 4223.335938
	Iteration 24Q: 3 clusters Score -917919.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -917937.750000 Penalty: 4223.335938
	Iteration 25Q: 3 clusters Score -917937.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -917949.437500 Penalty: 4223.335938
	Iteration 26Q: 3 clusters Score -917949.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -917966.562500 Penalty: 4223.335938
	Iteration 27Q: 3 clusters Score -917966.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -917980.750000 Penalty: 4223.335938
	Iteration 28Q: 3 clusters Score -917980.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -917995.562500 Penalty: 4223.335938
	Iteration 29Q: 3 clusters Score -917995.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -918005.375000 Penalty: 4223.335938
	Iteration 30Q: 3 clusters Score -918005.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -918013.937500 Penalty: 4223.335938
	Iteration 31Q: 3 clusters Score -918013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -918019.312500 Penalty: 4223.335938
	Iteration 32Q: 3 clusters Score -918019.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -918024.625000 Penalty: 4223.335938
	Iteration 33Q: 3 clusters Score -918024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -918027.687500 Penalty: 4223.335938
	Iteration 34Q: 3 clusters Score -918027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -918030.437500 Penalty: 4223.335938
	Iteration 35Q: 3 clusters Score -918030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -918030.437500 Penalty: 4223.335938
	Iteration 36Q: 3 clusters Score -918030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -918032.312500 Penalty: 4223.335938
	Iteration 37Q: 3 clusters Score -918032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -918032.625000 Penalty: 4223.335938
	Iteration 38Q: 3 clusters Score -918032.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -918034.062500 Penalty: 4223.335938
	Iteration 39Q: 3 clusters Score -918034.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -918036.062500 Penalty: 4223.335938
	Iteration 40F: 3 clusters Score -918036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -918036.187500 Penalty: 4223.335938
	Iteration 41Q: 3 clusters Score -918036.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -918037.437500 Penalty: 4223.335938
	Iteration 42Q: 3 clusters Score -918037.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -918040.125000 Penalty: 4223.335938
	Iteration 43Q: 3 clusters Score -918040.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -918045.375000 Penalty: 4223.335938
	Iteration 44Q: 3 clusters Score -918045.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -918049.312500 Penalty: 4223.335938
	Iteration 45Q: 3 clusters Score -918049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -918054.062500 Penalty: 4223.335938
	Iteration 46Q: 3 clusters Score -918054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -918056.187500 Penalty: 4223.335938
	Iteration 47Q: 3 clusters Score -918056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -918056.687500 Penalty: 4223.335938
	Iteration 48Q: 3 clusters Score -918056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -918058.187500 Penalty: 4223.335938
	Iteration 49Q: 3 clusters Score -918058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -918060.625000 Penalty: 4223.335938
	Iteration 50Q: 3 clusters Score -918060.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -918059.625000 Penalty: 4223.335938
	Iteration 51Q: 3 clusters Score -918059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -918061.187500 Penalty: 4223.335938
	Iteration 52Q: 3 clusters Score -918061.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -918061.187500 Penalty: 4223.335938
	Iteration 53F: 3 clusters Score -918061.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Entering Unmasked Estep 
Score: -948381.687500 Penalty: 2117.612305
	Iteration 0F: 2 clusters Score -948381.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -943789.687500 Penalty: 4235.224609
	Iteration 0F: 3 clusters Score -943789.7 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -944865.062500 Penalty: 4235.224609
	Iteration 1F: 3 clusters Score -944865.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -945096.250000 Penalty: 4235.224609
	Iteration 2F: 3 clusters Score -945096.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -945211.625000 Penalty: 4235.224609
	Iteration 3Q: 3 clusters Score -945211.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -945299.062500 Penalty: 4235.224609
	Iteration 4Q: 3 clusters Score -945299.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -945362.125000 Penalty: 4235.224609
	Iteration 5Q: 3 clusters Score -945362.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -945402.250000 Penalty: 4235.224609
	Iteration 6Q: 3 clusters Score -945402.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -945435.000000 Penalty: 4235.224609
	Iteration 7Q: 3 clusters Score -945435 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -945468.687500 Penalty: 4235.224609
	Iteration 8Q: 3 clusters Score -945468.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -945498.562500 Penalty: 4235.224609
	Iteration 9Q: 3 clusters Score -945498.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -945540.437500 Penalty: 4235.224609
	Iteration 10Q: 3 clusters Score -945540.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -945586.187500 Penalty: 4235.224609
	Iteration 11Q: 3 clusters Score -945586.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -945621.062500 Penalty: 4235.224609
	Iteration 12Q: 3 clusters Score -945621.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -945654.500000 Penalty: 4235.224609
	Iteration 13Q: 3 clusters Score -945654.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -945683.250000 Penalty: 4235.224609
	Iteration 14Q: 3 clusters Score -945683.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -945708.250000 Penalty: 4235.224609
	Iteration 15Q: 3 clusters Score -945708.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -945740.500000 Penalty: 4235.224609
	Iteration 16Q: 3 clusters Score -945740.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -945772.750000 Penalty: 4235.224609
	Iteration 17Q: 3 clusters Score -945772.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -945813.562500 Penalty: 4235.224609
	Iteration 18Q: 3 clusters Score -945813.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -945862.437500 Penalty: 4235.224609
	Iteration 19Q: 3 clusters Score -945862.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -945915.187500 Penalty: 4235.224609
	Iteration 20F: 3 clusters Score -945915.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -945984.062500 Penalty: 4235.224609
	Iteration 21Q: 3 clusters Score -945984.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -946062.625000 Penalty: 4235.224609
	Iteration 22Q: 3 clusters Score -946062.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -946114.312500 Penalty: 4235.224609
	Iteration 23Q: 3 clusters Score -946114.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -946167.375000 Penalty: 4235.224609
	Iteration 24Q: 3 clusters Score -946167.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -946209.875000 Penalty: 4235.224609
	Iteration 25Q: 3 clusters Score -946209.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -946251.812500 Penalty: 4235.224609
	Iteration 26Q: 3 clusters Score -946251.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -946280.875000 Penalty: 4235.224609
	Iteration 27Q: 3 clusters Score -946280.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -946307.875000 Penalty: 4235.224609
	Iteration 28Q: 3 clusters Score -946307.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -946333.125000 Penalty: 4235.224609
	Iteration 29Q: 3 clusters Score -946333.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -946353.625000 Penalty: 4235.224609
	Iteration 30Q: 3 clusters Score -946353.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -946375.562500 Penalty: 4235.224609
	Iteration 31Q: 3 clusters Score -946375.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -946396.250000 Penalty: 4235.224609
	Iteration 32Q: 3 clusters Score -946396.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -946411.687500 Penalty: 4235.224609
	Iteration 33Q: 3 clusters Score -946411.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -946425.437500 Penalty: 4235.224609
	Iteration 34Q: 3 clusters Score -946425.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -946438.562500 Penalty: 4235.224609
	Iteration 35Q: 3 clusters Score -946438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -946450.687500 Penalty: 4235.224609
	Iteration 36Q: 3 clusters Score -946450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -946459.875000 Penalty: 4235.224609
	Iteration 37Q: 3 clusters Score -946459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -946464.687500 Penalty: 4235.224609
	Iteration 38Q: 3 clusters Score -946464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -946472.187500 Penalty: 4235.224609
	Iteration 39Q: 3 clusters Score -946472.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -946480.687500 Penalty: 4235.224609
	Iteration 40F: 3 clusters Score -946480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -946488.937500 Penalty: 4235.224609
	Iteration 41Q: 3 clusters Score -946488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -946495.437500 Penalty: 4235.224609
	Iteration 42Q: 3 clusters Score -946495.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -946501.000000 Penalty: 4235.224609
	Iteration 43Q: 3 clusters Score -946501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -946508.375000 Penalty: 4235.224609
	Iteration 44Q: 3 clusters Score -946508.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -946516.562500 Penalty: 4235.224609
	Iteration 45Q: 3 clusters Score -946516.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -946522.125000 Penalty: 4235.224609
	Iteration 46Q: 3 clusters Score -946522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -946529.250000 Penalty: 4235.224609
	Iteration 47Q: 3 clusters Score -946529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -946535.125000 Penalty: 4235.224609
	Iteration 48Q: 3 clusters Score -946535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -946541.187500 Penalty: 4235.224609
	Iteration 49Q: 3 clusters Score -946541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -946547.812500 Penalty: 4235.224609
	Iteration 50Q: 3 clusters Score -946547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -946552.875000 Penalty: 4235.224609
	Iteration 51Q: 3 clusters Score -946552.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -946556.250000 Penalty: 4235.224609
	Iteration 52Q: 3 clusters Score -946556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -946562.000000 Penalty: 4235.224609
	Iteration 53Q: 3 clusters Score -946562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -946563.687500 Penalty: 4235.224609
	Iteration 54Q: 3 clusters Score -946563.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -946565.750000 Penalty: 4235.224609
	Iteration 55Q: 3 clusters Score -946565.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -946567.500000 Penalty: 4235.224609
	Iteration 56Q: 3 clusters Score -946567.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -946570.187500 Penalty: 4235.224609
	Iteration 57Q: 3 clusters Score -946570.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -946570.062500 Penalty: 4235.224609
	Iteration 58Q: 3 clusters Score -946570.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -946570.062500 Penalty: 4235.224609
	Iteration 59F: 3 clusters Score -946570.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (31862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Entering Unmasked Estep 
Score: -5984410.000000 Penalty: 2571.553955
	Iteration 0F: 2 clusters Score -5984410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -5962665.500000 Penalty: 5143.107910
	Iteration 0F: 3 clusters Score -5962666 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -5970419.500000 Penalty: 5143.107910
	Iteration 1F: 3 clusters Score -5970420 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -5970913.500000 Penalty: 5143.107910
	Iteration 2Q: 3 clusters Score -5970914 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -5971362.000000 Penalty: 5143.107910
	Iteration 3Q: 3 clusters Score -5971362 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5971992.500000 Penalty: 5143.107910
	Iteration 4Q: 3 clusters Score -5971992 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5972949.000000 Penalty: 5143.107910
	Iteration 5F: 3 clusters Score -5972949 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -5974340.500000 Penalty: 5143.107910
	Iteration 6F: 3 clusters Score -5974340 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -5976222.000000 Penalty: 5143.107910
	Iteration 7F: 3 clusters Score -5976222 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -5978217.500000 Penalty: 5143.107910
	Iteration 8F: 3 clusters Score -5978218 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5979799.000000 Penalty: 5143.107910
	Iteration 9F: 3 clusters Score -5979799 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -5980815.000000 Penalty: 5143.107910
	Iteration 10Q: 3 clusters Score -5980815 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -5981434.500000 Penalty: 5143.107910
	Iteration 11Q: 3 clusters Score -5981434 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5981808.500000 Penalty: 5143.107910
	Iteration 12Q: 3 clusters Score -5981808 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -5982017.000000 Penalty: 5143.107910
	Iteration 13Q: 3 clusters Score -5982017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -5982119.000000 Penalty: 5143.107910
	Iteration 14Q: 3 clusters Score -5982119 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5982161.000000 Penalty: 5143.107910
	Iteration 15Q: 3 clusters Score -5982161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -5982186.500000 Penalty: 5143.107910
	Iteration 16Q: 3 clusters Score -5982186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5982211.000000 Penalty: 5143.107910
	Iteration 17Q: 3 clusters Score -5982211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5982223.000000 Penalty: 5143.107910
	Iteration 18Q: 3 clusters Score -5982223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5982231.000000 Penalty: 5143.107910
	Iteration 19Q: 3 clusters Score -5982231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -5982240.500000 Penalty: 5143.107910
	Iteration 20F: 3 clusters Score -5982240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -5982259.000000 Penalty: 5143.107910
	Iteration 21Q: 3 clusters Score -5982259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -5982266.000000 Penalty: 5143.107910
	Iteration 22Q: 3 clusters Score -5982266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -5982277.000000 Penalty: 5143.107910
	Iteration 23Q: 3 clusters Score -5982277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -5982277.500000 Penalty: 5143.107910
	Iteration 24Q: 3 clusters Score -5982278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -5982280.500000 Penalty: 5143.107910
	Iteration 25Q: 3 clusters Score -5982280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -5982288.500000 Penalty: 5143.107910
	Iteration 26Q: 3 clusters Score -5982288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -5982287.000000 Penalty: 5143.107910
	Iteration 27Q: 3 clusters Score -5982287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -5982286.500000 Penalty: 5143.107910
	Iteration 28Q: 3 clusters Score -5982286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -5982285.500000 Penalty: 5143.107910
	Iteration 29Q: 3 clusters Score -5982286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5982286.500000 Penalty: 5143.107910
	Iteration 30Q: 3 clusters Score -5982286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -5982285.000000 Penalty: 5143.107910
	Iteration 31Q: 3 clusters Score -5982285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -5982280.500000 Penalty: 5143.107910
	Iteration 32Q: 3 clusters Score -5982280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -5982291.500000 Penalty: 5143.107910
	Iteration 33Q: 3 clusters Score -5982292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -5982294.500000 Penalty: 5143.107910
	Iteration 34Q: 3 clusters Score -5982294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -5982293.000000 Penalty: 5143.107910
	Iteration 35Q: 3 clusters Score -5982293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -5982302.500000 Penalty: 5143.107910
	Iteration 36Q: 3 clusters Score -5982302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -5982305.500000 Penalty: 5143.107910
	Iteration 37Q: 3 clusters Score -5982306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5982306.000000 Penalty: 5143.107910
	Iteration 38Q: 3 clusters Score -5982306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -5982306.000000 Penalty: 5143.107910
	Iteration 39F: 3 clusters Score -5982306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Entering Unmasked Estep 
Score: -8812699.000000 Penalty: 2667.970459
	Iteration 0F: 2 clusters Score -8812699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8782768.000000 Penalty: 5335.940918
	Iteration 0F: 3 clusters Score -8782768 nChanged 21712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8794465.000000 Penalty: 5335.940918
	Iteration 1F: 3 clusters Score -8794465 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8794933.000000 Penalty: 5335.940918
	Iteration 2Q: 3 clusters Score -8794933 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -8795288.000000 Penalty: 5335.940918
	Iteration 3Q: 3 clusters Score -8795288 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8795587.000000 Penalty: 5335.940918
	Iteration 4Q: 3 clusters Score -8795587 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -8795855.000000 Penalty: 5335.940918
	Iteration 5Q: 3 clusters Score -8795855 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -8796106.000000 Penalty: 5335.940918
	Iteration 6Q: 3 clusters Score -8796106 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8796332.000000 Penalty: 5335.940918
	Iteration 7Q: 3 clusters Score -8796332 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8796675.000000 Penalty: 5335.940918
	Iteration 8Q: 3 clusters Score -8796675 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -8796957.000000 Penalty: 5335.940918
	Iteration 9Q: 3 clusters Score -8796957 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8797361.000000 Penalty: 5335.940918
	Iteration 10Q: 3 clusters Score -8797361 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -8797947.000000 Penalty: 5335.940918
	Iteration 11Q: 3 clusters Score -8797947 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -8798782.000000 Penalty: 5335.940918
	Iteration 12Q: 3 clusters Score -8798782 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -8800013.000000 Penalty: 5335.940918
	Iteration 13Q: 3 clusters Score -8800013 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -8801670.000000 Penalty: 5335.940918
	Iteration 14F: 3 clusters Score -8801670 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8803307.000000 Penalty: 5335.940918
	Iteration 15F: 3 clusters Score -8803307 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -8804568.000000 Penalty: 5335.940918
	Iteration 16Q: 3 clusters Score -8804568 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -8805340.000000 Penalty: 5335.940918
	Iteration 17Q: 3 clusters Score -8805340 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -8805839.000000 Penalty: 5335.940918
	Iteration 18Q: 3 clusters Score -8805839 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -8806311.000000 Penalty: 5335.940918
	Iteration 19Q: 3 clusters Score -8806311 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -8806770.000000 Penalty: 5335.940918
	Iteration 20F: 3 clusters Score -8806770 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -8807251.000000 Penalty: 5335.940918
	Iteration 21Q: 3 clusters Score -8807251 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -8807758.000000 Penalty: 5335.940918
	Iteration 22Q: 3 clusters Score -8807758 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -8808279.000000 Penalty: 5335.940918
	Iteration 23Q: 3 clusters Score -8808279 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -8808736.000000 Penalty: 5335.940918
	Iteration 24Q: 3 clusters Score -8808736 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8809084.000000 Penalty: 5335.940918
	Iteration 25Q: 3 clusters Score -8809084 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8809406.000000 Penalty: 5335.940918
	Iteration 26Q: 3 clusters Score -8809406 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -8809643.000000 Penalty: 5335.940918
	Iteration 27Q: 3 clusters Score -8809643 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8809817.000000 Penalty: 5335.940918
	Iteration 28Q: 3 clusters Score -8809817 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8809999.000000 Penalty: 5335.940918
	Iteration 29Q: 3 clusters Score -8809999 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8810071.000000 Penalty: 5335.940918
	Iteration 30Q: 3 clusters Score -8810071 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8810141.000000 Penalty: 5335.940918
	Iteration 31Q: 3 clusters Score -8810141 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -8810208.000000 Penalty: 5335.940918
	Iteration 32Q: 3 clusters Score -8810208 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8810231.000000 Penalty: 5335.940918
	Iteration 33Q: 3 clusters Score -8810231 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8810281.000000 Penalty: 5335.940918
	Iteration 34Q: 3 clusters Score -8810281 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -8810287.000000 Penalty: 5335.940918
	Iteration 35Q: 3 clusters Score -8810287 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8810341.000000 Penalty: 5335.940918
	Iteration 36Q: 3 clusters Score -8810341 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -8810321.000000 Penalty: 5335.940918
	Iteration 37Q: 3 clusters Score -8810321 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8810371.000000 Penalty: 5335.940918
	Iteration 38Q: 3 clusters Score -8810371 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8810380.000000 Penalty: 5335.940918
	Iteration 39Q: 3 clusters Score -8810380 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -8810407.000000 Penalty: 5335.940918
	Iteration 40F: 3 clusters Score -8810407 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8810443.000000 Penalty: 5335.940918
	Iteration 41Q: 3 clusters Score -8810443 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8810446.000000 Penalty: 5335.940918
	Iteration 42Q: 3 clusters Score -8810446 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8810471.000000 Penalty: 5335.940918
	Iteration 43Q: 3 clusters Score -8810471 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8810492.000000 Penalty: 5335.940918
	Iteration 44Q: 3 clusters Score -8810492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8810497.000000 Penalty: 5335.940918
	Iteration 45Q: 3 clusters Score -8810497 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8810535.000000 Penalty: 5335.940918
	Iteration 46Q: 3 clusters Score -8810535 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8810549.000000 Penalty: 5335.940918
	Iteration 47Q: 3 clusters Score -8810549 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8810564.000000 Penalty: 5335.940918
	Iteration 48Q: 3 clusters Score -8810564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8810585.000000 Penalty: 5335.940918
	Iteration 49Q: 3 clusters Score -8810585 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8810578.000000 Penalty: 5335.940918
	Iteration 50Q: 3 clusters Score -8810578 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8810593.000000 Penalty: 5335.940918
	Iteration 51Q: 3 clusters Score -8810593 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8810615.000000 Penalty: 5335.940918
	Iteration 52Q: 3 clusters Score -8810615 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8810647.000000 Penalty: 5335.940918
	Iteration 53Q: 3 clusters Score -8810647 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8810642.000000 Penalty: 5335.940918
	Iteration 54Q: 3 clusters Score -8810642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8810637.000000 Penalty: 5335.940918
	Iteration 55Q: 3 clusters Score -8810637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8810648.000000 Penalty: 5335.940918
	Iteration 56Q: 3 clusters Score -8810648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8810656.000000 Penalty: 5335.940918
	Iteration 57Q: 3 clusters Score -8810656 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8810665.000000 Penalty: 5335.940918
	Iteration 58Q: 3 clusters Score -8810665 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8810683.000000 Penalty: 5335.940918
	Iteration 59Q: 3 clusters Score -8810683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8810673.000000 Penalty: 5335.940918
	Iteration 60F: 3 clusters Score -8810673 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8810663.000000 Penalty: 5335.940918
	Iteration 61Q: 3 clusters Score -8810663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8810644.000000 Penalty: 5335.940918
	Iteration 62Q: 3 clusters Score -8810644 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45632 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8810660.000000 Penalty: 5335.940918
	Iteration 63Q: 3 clusters Score -8810660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8810696.000000 Penalty: 5335.940918
	Iteration 64Q: 3 clusters Score -8810696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8810689.000000 Penalty: 5335.940918
	Iteration 65Q: 3 clusters Score -8810689 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8810670.000000 Penalty: 5335.940918
	Iteration 66Q: 3 clusters Score -8810670 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45809 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8810675.000000 Penalty: 5335.940918
	Iteration 67Q: 3 clusters Score -8810675 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8810662.000000 Penalty: 5335.940918
	Iteration 68Q: 3 clusters Score -8810662 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8810665.000000 Penalty: 5335.940918
	Iteration 69Q: 3 clusters Score -8810665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8810659.000000 Penalty: 5335.940918
	Iteration 70Q: 3 clusters Score -8810659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8810670.000000 Penalty: 5335.940918
	Iteration 71Q: 3 clusters Score -8810670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8810671.000000 Penalty: 5335.940918
	Iteration 72Q: 3 clusters Score -8810671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8810664.000000 Penalty: 5335.940918
	Iteration 73Q: 3 clusters Score -8810664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8810680.000000 Penalty: 5335.940918
	Iteration 74Q: 3 clusters Score -8810680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8810669.000000 Penalty: 5335.940918
	Iteration 75Q: 3 clusters Score -8810669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8810671.000000 Penalty: 5335.940918
	Iteration 76Q: 3 clusters Score -8810671 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8810682.000000 Penalty: 5335.940918
	Iteration 77Q: 3 clusters Score -8810682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8810682.000000 Penalty: 5335.940918
	Iteration 78Q: 3 clusters Score -8810682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8810697.000000 Penalty: 5335.940918
	Iteration 79Q: 3 clusters Score -8810697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8810714.000000 Penalty: 5335.940918
	Iteration 80F: 3 clusters Score -8810714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8810715.000000 Penalty: 5335.940918
	Iteration 81Q: 3 clusters Score -8810715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8810716.000000 Penalty: 5335.940918
	Iteration 82Q: 3 clusters Score -8810716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8810714.000000 Penalty: 5335.940918
	Iteration 83Q: 3 clusters Score -8810714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8810706.000000 Penalty: 5335.940918
	Iteration 84Q: 3 clusters Score -8810706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8810706.000000 Penalty: 5335.940918
	Iteration 85Q: 3 clusters Score -8810706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8810704.000000 Penalty: 5335.940918
	Iteration 86Q: 3 clusters Score -8810704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8810716.000000 Penalty: 5335.940918
	Iteration 87Q: 3 clusters Score -8810716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8810717.000000 Penalty: 5335.940918
	Iteration 88Q: 3 clusters Score -8810717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8810721.000000 Penalty: 5335.940918
	Iteration 89Q: 3 clusters Score -8810721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46292 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8810716.000000 Penalty: 5335.940918
	Iteration 90Q: 3 clusters Score -8810716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8810711.000000 Penalty: 5335.940918
	Iteration 91Q: 3 clusters Score -8810711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8810717.000000 Penalty: 5335.940918
	Iteration 92Q: 3 clusters Score -8810717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8810719.000000 Penalty: 5335.940918
	Iteration 93Q: 3 clusters Score -8810719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8810714.000000 Penalty: 5335.940918
	Iteration 94Q: 3 clusters Score -8810714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8810716.000000 Penalty: 5335.940918
	Iteration 95Q: 3 clusters Score -8810716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8810716.000000 Penalty: 5335.940918
	Iteration 96Q: 3 clusters Score -8810716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46303 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8810718.000000 Penalty: 5335.940918
	Iteration 97Q: 3 clusters Score -8810718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8810717.000000 Penalty: 5335.940918
	Iteration 98Q: 3 clusters Score -8810717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8810719.000000 Penalty: 5335.940918
	Iteration 99Q: 3 clusters Score -8810719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8810724.000000 Penalty: 5335.940918
	Iteration 100F: 3 clusters Score -8810724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8810719.000000 Penalty: 5335.940918
	Iteration 101Q: 3 clusters Score -8810719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8810720.000000 Penalty: 5335.940918
	Iteration 102Q: 3 clusters Score -8810720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8810725.000000 Penalty: 5335.940918
	Iteration 103Q: 3 clusters Score -8810725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8810719.000000 Penalty: 5335.940918
	Iteration 104Q: 3 clusters Score -8810719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8810715.000000 Penalty: 5335.940918
	Iteration 105Q: 3 clusters Score -8810715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8810715.000000 Penalty: 5335.940918
	Iteration 106F: 3 clusters Score -8810715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 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 144 members 
Entering Unmasked Estep 
Score: -24161.527344 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24161.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -24375.642578 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24375.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24433.224609 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -24433.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -24483.763672 Penalty: 2842.129395
	Iteration 3F: 3 clusters Score -24483.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24501.251953 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24501.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24510.882812 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24510.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24510.882812 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -24510.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Entering Unmasked Estep 
Score: -7806232.000000 Penalty: 2638.317383
	Iteration 0F: 2 clusters Score -7806232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -7778347.000000 Penalty: 5276.634766
	Iteration 0F: 3 clusters Score -7778347 nChanged 19063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7789144.000000 Penalty: 5276.634766
	Iteration 1F: 3 clusters Score -7789144 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -7790113.500000 Penalty: 5276.634766
	Iteration 2Q: 3 clusters Score -7790114 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -7791360.000000 Penalty: 5276.634766
	Iteration 3Q: 3 clusters Score -7791360 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -7792887.500000 Penalty: 5276.634766
	Iteration 4F: 3 clusters Score -7792888 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -7794578.500000 Penalty: 5276.634766
	Iteration 5F: 3 clusters Score -7794578 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -7796301.500000 Penalty: 5276.634766
	Iteration 6F: 3 clusters Score -7796302 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -7798382.500000 Penalty: 5276.634766
	Iteration 7F: 3 clusters Score -7798382 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -7800465.500000 Penalty: 5276.634766
	Iteration 8F: 3 clusters Score -7800466 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -7802489.500000 Penalty: 5276.634766
	Iteration 9F: 3 clusters Score -7802490 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -7803833.500000 Penalty: 5276.634766
	Iteration 10Q: 3 clusters Score -7803834 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -7804349.000000 Penalty: 5276.634766
	Iteration 11Q: 3 clusters Score -7804349 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -7804581.000000 Penalty: 5276.634766
	Iteration 12Q: 3 clusters Score -7804581 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7804677.500000 Penalty: 5276.634766
	Iteration 13Q: 3 clusters Score -7804678 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -7804742.000000 Penalty: 5276.634766
	Iteration 14Q: 3 clusters Score -7804742 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -7804783.500000 Penalty: 5276.634766
	Iteration 15Q: 3 clusters Score -7804784 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -7804804.000000 Penalty: 5276.634766
	Iteration 16Q: 3 clusters Score -7804804 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -7804831.000000 Penalty: 5276.634766
	Iteration 17Q: 3 clusters Score -7804831 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -7804803.500000 Penalty: 5276.634766
	Iteration 18Q: 3 clusters Score -7804804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -7804842.500000 Penalty: 5276.634766
	Iteration 19Q: 3 clusters Score -7804842 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -7804844.000000 Penalty: 5276.634766
	Iteration 20F: 3 clusters Score -7804844 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -7804862.500000 Penalty: 5276.634766
	Iteration 21Q: 3 clusters Score -7804862 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -7804934.500000 Penalty: 5276.634766
	Iteration 22Q: 3 clusters Score -7804934 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -7804962.500000 Penalty: 5276.634766
	Iteration 23Q: 3 clusters Score -7804962 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -7804982.500000 Penalty: 5276.634766
	Iteration 24Q: 3 clusters Score -7804982 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -7805028.500000 Penalty: 5276.634766
	Iteration 25Q: 3 clusters Score -7805028 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -7805069.500000 Penalty: 5276.634766
	Iteration 26Q: 3 clusters Score -7805070 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -7805084.500000 Penalty: 5276.634766
	Iteration 27Q: 3 clusters Score -7805084 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -7805086.000000 Penalty: 5276.634766
	Iteration 28Q: 3 clusters Score -7805086 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -7805077.500000 Penalty: 5276.634766
	Iteration 29Q: 3 clusters Score -7805078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -7805109.000000 Penalty: 5276.634766
	Iteration 30Q: 3 clusters Score -7805109 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7805112.000000 Penalty: 5276.634766
	Iteration 31Q: 3 clusters Score -7805112 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -7805119.000000 Penalty: 5276.634766
	Iteration 32Q: 3 clusters Score -7805119 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -7805124.500000 Penalty: 5276.634766
	Iteration 33Q: 3 clusters Score -7805124 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -7805157.000000 Penalty: 5276.634766
	Iteration 34Q: 3 clusters Score -7805157 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -7805195.500000 Penalty: 5276.634766
	Iteration 35Q: 3 clusters Score -7805196 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -7805139.500000 Penalty: 5276.634766
	Iteration 36Q: 3 clusters Score -7805140 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -7805174.000000 Penalty: 5276.634766
	Iteration 37Q: 3 clusters Score -7805174 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -7805184.000000 Penalty: 5276.634766
	Iteration 38Q: 3 clusters Score -7805184 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -7805237.000000 Penalty: 5276.634766
	Iteration 39Q: 3 clusters Score -7805237 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -7805277.000000 Penalty: 5276.634766
	Iteration 40F: 3 clusters Score -7805277 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32822 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -7805290.000000 Penalty: 5276.634766
	Iteration 41Q: 3 clusters Score -7805290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -7805318.000000 Penalty: 5276.634766
	Iteration 42Q: 3 clusters Score -7805318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -7805301.000000 Penalty: 5276.634766
	Iteration 43Q: 3 clusters Score -7805301 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 5276.634766
	Iteration 44Q: 3 clusters Score -7805307 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -7805286.000000 Penalty: 5276.634766
	Iteration 45Q: 3 clusters Score -7805286 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -7805309.500000 Penalty: 5276.634766
	Iteration 46Q: 3 clusters Score -7805310 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -7805304.000000 Penalty: 5276.634766
	Iteration 47Q: 3 clusters Score -7805304 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -7805307.500000 Penalty: 5276.634766
	Iteration 48Q: 3 clusters Score -7805308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -7805327.500000 Penalty: 5276.634766
	Iteration 49Q: 3 clusters Score -7805328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -7805315.000000 Penalty: 5276.634766
	Iteration 50Q: 3 clusters Score -7805315 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -7805326.500000 Penalty: 5276.634766
	Iteration 51Q: 3 clusters Score -7805326 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 5276.634766
	Iteration 52Q: 3 clusters Score -7805307 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -7805316.000000 Penalty: 5276.634766
	Iteration 53Q: 3 clusters Score -7805316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7805326.000000 Penalty: 5276.634766
	Iteration 54Q: 3 clusters Score -7805326 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -7805322.000000 Penalty: 5276.634766
	Iteration 55Q: 3 clusters Score -7805322 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 5276.634766
	Iteration 56Q: 3 clusters Score -7805307 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -7805305.500000 Penalty: 5276.634766
	Iteration 57Q: 3 clusters Score -7805306 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7805269.000000 Penalty: 5276.634766
	Iteration 58Q: 3 clusters Score -7805269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -7805291.500000 Penalty: 5276.634766
	Iteration 59Q: 3 clusters Score -7805292 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -7805265.000000 Penalty: 5276.634766
	Iteration 60F: 3 clusters Score -7805265 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -7805271.500000 Penalty: 5276.634766
	Iteration 61Q: 3 clusters Score -7805272 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -7805266.500000 Penalty: 5276.634766
	Iteration 62Q: 3 clusters Score -7805266 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -7805267.500000 Penalty: 5276.634766
	Iteration 63Q: 3 clusters Score -7805268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7805285.000000 Penalty: 5276.634766
	Iteration 64Q: 3 clusters Score -7805285 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -7805259.000000 Penalty: 5276.634766
	Iteration 65Q: 3 clusters Score -7805259 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -7805276.000000 Penalty: 5276.634766
	Iteration 66Q: 3 clusters Score -7805276 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7805271.000000 Penalty: 5276.634766
	Iteration 67Q: 3 clusters Score -7805271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7805259.500000 Penalty: 5276.634766
	Iteration 68Q: 3 clusters Score -7805260 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -7805257.000000 Penalty: 5276.634766
	Iteration 69Q: 3 clusters Score -7805257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7805259.000000 Penalty: 5276.634766
	Iteration 70Q: 3 clusters Score -7805259 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -7805246.500000 Penalty: 5276.634766
	Iteration 71Q: 3 clusters Score -7805246 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -7805228.000000 Penalty: 5276.634766
	Iteration 72Q: 3 clusters Score -7805228 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7805237.500000 Penalty: 5276.634766
	Iteration 73Q: 3 clusters Score -7805238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -7805230.500000 Penalty: 5276.634766
	Iteration 74Q: 3 clusters Score -7805230 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7805244.500000 Penalty: 5276.634766
	Iteration 75Q: 3 clusters Score -7805244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7805250.500000 Penalty: 5276.634766
	Iteration 76Q: 3 clusters Score -7805250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7805251.500000 Penalty: 5276.634766
	Iteration 77Q: 3 clusters Score -7805252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7805266.500000 Penalty: 5276.634766
	Iteration 78Q: 3 clusters Score -7805266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -7805263.500000 Penalty: 5276.634766
	Iteration 79Q: 3 clusters Score -7805264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7805255.000000 Penalty: 5276.634766
	Iteration 80F: 3 clusters Score -7805255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7805242.500000 Penalty: 5276.634766
	Iteration 81Q: 3 clusters Score -7805242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7805245.000000 Penalty: 5276.634766
	Iteration 82Q: 3 clusters Score -7805245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -7805254.000000 Penalty: 5276.634766
	Iteration 83Q: 3 clusters Score -7805254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -7805236.500000 Penalty: 5276.634766
	Iteration 84Q: 3 clusters Score -7805236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7805240.500000 Penalty: 5276.634766
	Iteration 85Q: 3 clusters Score -7805240 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -7805223.000000 Penalty: 5276.634766
	Iteration 86Q: 3 clusters Score -7805223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7805235.500000 Penalty: 5276.634766
	Iteration 87Q: 3 clusters Score -7805236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7805240.000000 Penalty: 5276.634766
	Iteration 88Q: 3 clusters Score -7805240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7805225.500000 Penalty: 5276.634766
	Iteration 89Q: 3 clusters Score -7805226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -7805221.000000 Penalty: 5276.634766
	Iteration 90Q: 3 clusters Score -7805221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7805217.000000 Penalty: 5276.634766
	Iteration 91Q: 3 clusters Score -7805217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7805212.000000 Penalty: 5276.634766
	Iteration 92Q: 3 clusters Score -7805212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7805200.000000 Penalty: 5276.634766
	Iteration 93Q: 3 clusters Score -7805200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -7805196.000000 Penalty: 5276.634766
	Iteration 94Q: 3 clusters Score -7805196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -7805173.500000 Penalty: 5276.634766
	Iteration 95Q: 3 clusters Score -7805174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7805189.500000 Penalty: 5276.634766
	Iteration 96Q: 3 clusters Score -7805190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7805189.500000 Penalty: 5276.634766
	Iteration 97Q: 3 clusters Score -7805190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7805189.500000 Penalty: 5276.634766
	Iteration 98Q: 3 clusters Score -7805190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7805187.000000 Penalty: 5276.634766
	Iteration 99Q: 3 clusters Score -7805187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -7805186.000000 Penalty: 5276.634766
	Iteration 100F: 3 clusters Score -7805186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7805180.000000 Penalty: 5276.634766
	Iteration 101Q: 3 clusters Score -7805180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7805179.000000 Penalty: 5276.634766
	Iteration 102Q: 3 clusters Score -7805179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7805175.000000 Penalty: 5276.634766
	Iteration 103Q: 3 clusters Score -7805175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7805183.500000 Penalty: 5276.634766
	Iteration 104Q: 3 clusters Score -7805184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7805184.000000 Penalty: 5276.634766
	Iteration 105Q: 3 clusters Score -7805184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7805179.000000 Penalty: 5276.634766
	Iteration 106Q: 3 clusters Score -7805179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7805186.000000 Penalty: 5276.634766
	Iteration 107Q: 3 clusters Score -7805186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7805181.000000 Penalty: 5276.634766
	Iteration 108Q: 3 clusters Score -7805181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -7805182.500000 Penalty: 5276.634766
	Iteration 109Q: 3 clusters Score -7805182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7805192.500000 Penalty: 5276.634766
	Iteration 110Q: 3 clusters Score -7805192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -7805192.500000 Penalty: 5276.634766
	Iteration 111F: 3 clusters Score -7805192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84246.523438 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84246.52 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84689.414062 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84689.41 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84980.312500 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84980.31 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -85074.312500 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85074.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85133.773438 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -85133.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85223.367188 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85223.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85327.679688 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85327.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85420.140625 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85420.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -85490.085938 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85490.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -85533.250000 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85533.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -85578.828125 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85578.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85609.914062 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85609.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85628.234375 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85628.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85653.976562 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85653.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85655.468750 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -85655.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85660.164062 Penalty: 3192.330566
	Iteration 15F: 3 clusters Score -85660.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85678.187500 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -85678.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85683.554688 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -85683.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85690.453125 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -85690.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85716.421875 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -85716.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -85727.062500 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -85727.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Entering Unmasked Estep 
Score: -132859.187500 Penalty: 1649.269165
	Iteration 0F: 2 clusters Score -132859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131132.750000 Penalty: 3298.538330
	Iteration 0F: 3 clusters Score -131132.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131430.750000 Penalty: 3298.538330
	Iteration 1F: 3 clusters Score -131430.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -131650.609375 Penalty: 3298.538330
	Iteration 2F: 3 clusters Score -131650.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -131879.750000 Penalty: 3298.538330
	Iteration 3F: 3 clusters Score -131879.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -132053.515625 Penalty: 3298.538330
	Iteration 4F: 3 clusters Score -132053.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -132144.531250 Penalty: 3298.538330
	Iteration 5F: 3 clusters Score -132144.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -132189.968750 Penalty: 3298.538330
	Iteration 6Q: 3 clusters Score -132190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -132215.000000 Penalty: 3298.538330
	Iteration 7Q: 3 clusters Score -132215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -132221.312500 Penalty: 3298.538330
	Iteration 8Q: 3 clusters Score -132221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -132222.218750 Penalty: 3298.538330
	Iteration 9Q: 3 clusters Score -132222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -132222.218750 Penalty: 3298.538330
	Iteration 10F: 3 clusters Score -132222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Entering Unmasked Estep 
Score: -5253999.500000 Penalty: 2540.041016
	Iteration 0F: 2 clusters Score -5254000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5234805.000000 Penalty: 5080.082031
	Iteration 0F: 3 clusters Score -5234805 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5241460.500000 Penalty: 5080.082031
	Iteration 1F: 3 clusters Score -5241460 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -5241932.000000 Penalty: 5080.082031
	Iteration 2Q: 3 clusters Score -5241932 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -5242289.500000 Penalty: 5080.082031
	Iteration 3Q: 3 clusters Score -5242290 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5242623.500000 Penalty: 5080.082031
	Iteration 4Q: 3 clusters Score -5242624 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -5242971.000000 Penalty: 5080.082031
	Iteration 5Q: 3 clusters Score -5242971 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -5243329.000000 Penalty: 5080.082031
	Iteration 6Q: 3 clusters Score -5243329 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -5243747.500000 Penalty: 5080.082031
	Iteration 7Q: 3 clusters Score -5243748 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -5244218.500000 Penalty: 5080.082031
	Iteration 8Q: 3 clusters Score -5244218 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -5244753.000000 Penalty: 5080.082031
	Iteration 9Q: 3 clusters Score -5244753 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5245386.000000 Penalty: 5080.082031
	Iteration 10Q: 3 clusters Score -5245386 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -5246113.500000 Penalty: 5080.082031
	Iteration 11Q: 3 clusters Score -5246114 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5246789.500000 Penalty: 5080.082031
	Iteration 12Q: 3 clusters Score -5246790 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -5247433.500000 Penalty: 5080.082031
	Iteration 13Q: 3 clusters Score -5247434 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5248067.000000 Penalty: 5080.082031
	Iteration 14Q: 3 clusters Score -5248067 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -5248584.000000 Penalty: 5080.082031
	Iteration 15Q: 3 clusters Score -5248584 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -5249007.000000 Penalty: 5080.082031
	Iteration 16Q: 3 clusters Score -5249007 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -5249330.000000 Penalty: 5080.082031
	Iteration 17Q: 3 clusters Score -5249330 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5249628.500000 Penalty: 5080.082031
	Iteration 18Q: 3 clusters Score -5249628 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -5249877.500000 Penalty: 5080.082031
	Iteration 19Q: 3 clusters Score -5249878 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5250113.500000 Penalty: 5080.082031
	Iteration 20F: 3 clusters Score -5250114 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5250342.500000 Penalty: 5080.082031
	Iteration 21Q: 3 clusters Score -5250342 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -5250544.500000 Penalty: 5080.082031
	Iteration 22Q: 3 clusters Score -5250544 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -5250712.500000 Penalty: 5080.082031
	Iteration 23Q: 3 clusters Score -5250712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -5250787.500000 Penalty: 5080.082031
	Iteration 24Q: 3 clusters Score -5250788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -5250880.000000 Penalty: 5080.082031
	Iteration 25Q: 3 clusters Score -5250880 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -5250958.000000 Penalty: 5080.082031
	Iteration 26Q: 3 clusters Score -5250958 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -5251013.000000 Penalty: 5080.082031
	Iteration 27Q: 3 clusters Score -5251013 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -5251071.000000 Penalty: 5080.082031
	Iteration 28Q: 3 clusters Score -5251071 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5251123.500000 Penalty: 5080.082031
	Iteration 29Q: 3 clusters Score -5251124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -5251174.000000 Penalty: 5080.082031
	Iteration 30Q: 3 clusters Score -5251174 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5251243.000000 Penalty: 5080.082031
	Iteration 31Q: 3 clusters Score -5251243 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -5251274.000000 Penalty: 5080.082031
	Iteration 32Q: 3 clusters Score -5251274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -5251308.500000 Penalty: 5080.082031
	Iteration 33Q: 3 clusters Score -5251308 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -5251348.000000 Penalty: 5080.082031
	Iteration 34Q: 3 clusters Score -5251348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -5251384.000000 Penalty: 5080.082031
	Iteration 35Q: 3 clusters Score -5251384 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5251407.000000 Penalty: 5080.082031
	Iteration 36Q: 3 clusters Score -5251407 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -5251454.000000 Penalty: 5080.082031
	Iteration 37Q: 3 clusters Score -5251454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -5251503.500000 Penalty: 5080.082031
	Iteration 38Q: 3 clusters Score -5251504 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -5251564.000000 Penalty: 5080.082031
	Iteration 39Q: 3 clusters Score -5251564 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -5251610.000000 Penalty: 5080.082031
	Iteration 40F: 3 clusters Score -5251610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5251650.500000 Penalty: 5080.082031
	Iteration 41Q: 3 clusters Score -5251650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -5251691.000000 Penalty: 5080.082031
	Iteration 42Q: 3 clusters Score -5251691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5251735.000000 Penalty: 5080.082031
	Iteration 43Q: 3 clusters Score -5251735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -5251769.000000 Penalty: 5080.082031
	Iteration 44Q: 3 clusters Score -5251769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -5251780.500000 Penalty: 5080.082031
	Iteration 45Q: 3 clusters Score -5251780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -5251788.500000 Penalty: 5080.082031
	Iteration 46Q: 3 clusters Score -5251788 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5251813.500000 Penalty: 5080.082031
	Iteration 47Q: 3 clusters Score -5251814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5251822.500000 Penalty: 5080.082031
	Iteration 48Q: 3 clusters Score -5251822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -5251846.000000 Penalty: 5080.082031
	Iteration 49Q: 3 clusters Score -5251846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5251854.000000 Penalty: 5080.082031
	Iteration 50Q: 3 clusters Score -5251854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -5251862.000000 Penalty: 5080.082031
	Iteration 51Q: 3 clusters Score -5251862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5251874.500000 Penalty: 5080.082031
	Iteration 52Q: 3 clusters Score -5251874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -5251887.000000 Penalty: 5080.082031
	Iteration 53Q: 3 clusters Score -5251887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -5251887.500000 Penalty: 5080.082031
	Iteration 54Q: 3 clusters Score -5251888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5251890.500000 Penalty: 5080.082031
	Iteration 55Q: 3 clusters Score -5251890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5251900.500000 Penalty: 5080.082031
	Iteration 56Q: 3 clusters Score -5251900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5251902.500000 Penalty: 5080.082031
	Iteration 57Q: 3 clusters Score -5251902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5251913.000000 Penalty: 5080.082031
	Iteration 58Q: 3 clusters Score -5251913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5251912.000000 Penalty: 5080.082031
	Iteration 59Q: 3 clusters Score -5251912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5251908.500000 Penalty: 5080.082031
	Iteration 60F: 3 clusters Score -5251908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -5251914.500000 Penalty: 5080.082031
	Iteration 61Q: 3 clusters Score -5251914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -5251910.500000 Penalty: 5080.082031
	Iteration 62Q: 3 clusters Score -5251910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5251916.000000 Penalty: 5080.082031
	Iteration 63Q: 3 clusters Score -5251916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -5251915.000000 Penalty: 5080.082031
	Iteration 64Q: 3 clusters Score -5251915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -5251922.000000 Penalty: 5080.082031
	Iteration 65Q: 3 clusters Score -5251922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -5251923.000000 Penalty: 5080.082031
	Iteration 66Q: 3 clusters Score -5251923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -5251925.000000 Penalty: 5080.082031
	Iteration 67Q: 3 clusters Score -5251925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -5251929.500000 Penalty: 5080.082031
	Iteration 68Q: 3 clusters Score -5251930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -5251934.500000 Penalty: 5080.082031
	Iteration 69Q: 3 clusters Score -5251934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -5251933.500000 Penalty: 5080.082031
	Iteration 70Q: 3 clusters Score -5251934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5251939.000000 Penalty: 5080.082031
	Iteration 71Q: 3 clusters Score -5251939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -5251945.500000 Penalty: 5080.082031
	Iteration 72Q: 3 clusters Score -5251946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5251945.500000 Penalty: 5080.082031
	Iteration 73Q: 3 clusters Score -5251946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5251948.500000 Penalty: 5080.082031
	Iteration 74Q: 3 clusters Score -5251948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -5251946.500000 Penalty: 5080.082031
	Iteration 75Q: 3 clusters Score -5251946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -5251949.500000 Penalty: 5080.082031
	Iteration 76Q: 3 clusters Score -5251950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5251942.000000 Penalty: 5080.082031
	Iteration 77Q: 3 clusters Score -5251942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -5251948.000000 Penalty: 5080.082031
	Iteration 78Q: 3 clusters Score -5251948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5251947.500000 Penalty: 5080.082031
	Iteration 79Q: 3 clusters Score -5251948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5251947.500000 Penalty: 5080.082031
	Iteration 80F: 3 clusters Score -5251948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Entering Unmasked Estep 
Score: -6551523.000000 Penalty: 2591.769531
	Iteration 0F: 2 clusters Score -6551523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -6528048.000000 Penalty: 5183.539062
	Iteration 0F: 3 clusters Score -6528048 nChanged 15683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -6536527.500000 Penalty: 5183.539062
	Iteration 1F: 3 clusters Score -6536528 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -6536960.000000 Penalty: 5183.539062
	Iteration 2Q: 3 clusters Score -6536960 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -6537243.500000 Penalty: 5183.539062
	Iteration 3Q: 3 clusters Score -6537244 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -6537609.000000 Penalty: 5183.539062
	Iteration 4Q: 3 clusters Score -6537609 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -6538039.500000 Penalty: 5183.539062
	Iteration 5Q: 3 clusters Score -6538040 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -6538550.500000 Penalty: 5183.539062
	Iteration 6Q: 3 clusters Score -6538550 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -6539327.000000 Penalty: 5183.539062
	Iteration 7Q: 3 clusters Score -6539327 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -6540510.500000 Penalty: 5183.539062
	Iteration 8F: 3 clusters Score -6540510 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -6542274.500000 Penalty: 5183.539062
	Iteration 9F: 3 clusters Score -6542274 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6544484.500000 Penalty: 5183.539062
	Iteration 10F: 3 clusters Score -6544484 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -6546571.500000 Penalty: 5183.539062
	Iteration 11F: 3 clusters Score -6546572 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -6547880.000000 Penalty: 5183.539062
	Iteration 12Q: 3 clusters Score -6547880 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -6548578.500000 Penalty: 5183.539062
	Iteration 13Q: 3 clusters Score -6548578 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -6548897.000000 Penalty: 5183.539062
	Iteration 14Q: 3 clusters Score -6548897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6549048.500000 Penalty: 5183.539062
	Iteration 15Q: 3 clusters Score -6549048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -6549113.000000 Penalty: 5183.539062
	Iteration 16Q: 3 clusters Score -6549113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -6549144.500000 Penalty: 5183.539062
	Iteration 17Q: 3 clusters Score -6549144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -6549174.000000 Penalty: 5183.539062
	Iteration 18Q: 3 clusters Score -6549174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -6549196.500000 Penalty: 5183.539062
	Iteration 19Q: 3 clusters Score -6549196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -6549215.500000 Penalty: 5183.539062
	Iteration 20F: 3 clusters Score -6549216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -6549213.000000 Penalty: 5183.539062
	Iteration 21Q: 3 clusters Score -6549213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -6549229.000000 Penalty: 5183.539062
	Iteration 22Q: 3 clusters Score -6549229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6549232.000000 Penalty: 5183.539062
	Iteration 23Q: 3 clusters Score -6549232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6549237.000000 Penalty: 5183.539062
	Iteration 24Q: 3 clusters Score -6549237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6549234.000000 Penalty: 5183.539062
	Iteration 25Q: 3 clusters Score -6549234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6549240.000000 Penalty: 5183.539062
	Iteration 26Q: 3 clusters Score -6549240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -6549236.500000 Penalty: 5183.539062
	Iteration 27Q: 3 clusters Score -6549236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -6549236.500000 Penalty: 5183.539062
	Iteration 28F: 3 clusters Score -6549236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Entering Unmasked Estep 
Score: -196626.078125 Penalty: 1758.545654
	Iteration 0F: 2 clusters Score -196626.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194612.250000 Penalty: 3517.091309
	Iteration 0F: 3 clusters Score -194612.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -195067.203125 Penalty: 3517.091309
	Iteration 1F: 3 clusters Score -195067.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195254.328125 Penalty: 3517.091309
	Iteration 2F: 3 clusters Score -195254.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195416.765625 Penalty: 3517.091309
	Iteration 3F: 3 clusters Score -195416.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195552.234375 Penalty: 3517.091309
	Iteration 4F: 3 clusters Score -195552.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -195664.734375 Penalty: 3517.091309
	Iteration 5Q: 3 clusters Score -195664.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -195755.593750 Penalty: 3517.091309
	Iteration 6Q: 3 clusters Score -195755.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -195838.515625 Penalty: 3517.091309
	Iteration 7Q: 3 clusters Score -195838.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -195916.078125 Penalty: 3517.091309
	Iteration 8Q: 3 clusters Score -195916.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -195983.531250 Penalty: 3517.091309
	Iteration 9Q: 3 clusters Score -195983.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -196067.406250 Penalty: 3517.091309
	Iteration 10Q: 3 clusters Score -196067.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -196104.578125 Penalty: 3517.091309
	Iteration 11Q: 3 clusters Score -196104.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -196131.625000 Penalty: 3517.091309
	Iteration 12Q: 3 clusters Score -196131.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -196149.812500 Penalty: 3517.091309
	Iteration 13Q: 3 clusters Score -196149.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -196164.781250 Penalty: 3517.091309
	Iteration 14Q: 3 clusters Score -196164.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -196188.343750 Penalty: 3517.091309
	Iteration 15Q: 3 clusters Score -196188.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -196213.609375 Penalty: 3517.091309
	Iteration 16Q: 3 clusters Score -196213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -196232.484375 Penalty: 3517.091309
	Iteration 17Q: 3 clusters Score -196232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -196240.390625 Penalty: 3517.091309
	Iteration 18Q: 3 clusters Score -196240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -196245.171875 Penalty: 3517.091309
	Iteration 19Q: 3 clusters Score -196245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -196250.203125 Penalty: 3517.091309
	Iteration 20F: 3 clusters Score -196250.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -196261.031250 Penalty: 3517.091309
	Iteration 21Q: 3 clusters Score -196261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -196274.609375 Penalty: 3517.091309
	Iteration 22Q: 3 clusters Score -196274.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -196284.906250 Penalty: 3517.091309
	Iteration 23Q: 3 clusters Score -196284.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -196294.000000 Penalty: 3517.091309
	Iteration 24Q: 3 clusters Score -196294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -196304.218750 Penalty: 3517.091309
	Iteration 25Q: 3 clusters Score -196304.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -196307.156250 Penalty: 3517.091309
	Iteration 26Q: 3 clusters Score -196307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -196308.062500 Penalty: 3517.091309
	Iteration 27Q: 3 clusters Score -196308.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -196308.609375 Penalty: 3517.091309
	Iteration 28Q: 3 clusters Score -196308.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -196308.609375 Penalty: 3517.091309
	Iteration 29F: 3 clusters Score -196308.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (24269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Entering Unmasked Estep 
Score: -4523589.500000 Penalty: 2504.044922
	Iteration 0F: 2 clusters Score -4523590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4506780.000000 Penalty: 5008.089844
	Iteration 0F: 3 clusters Score -4506780 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4512595.500000 Penalty: 5008.089844
	Iteration 1F: 3 clusters Score -4512596 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4513027.000000 Penalty: 5008.089844
	Iteration 2F: 3 clusters Score -4513027 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4513358.000000 Penalty: 5008.089844
	Iteration 3Q: 3 clusters Score -4513358 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4513647.000000 Penalty: 5008.089844
	Iteration 4Q: 3 clusters Score -4513647 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4513947.000000 Penalty: 5008.089844
	Iteration 5Q: 3 clusters Score -4513947 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -4514312.500000 Penalty: 5008.089844
	Iteration 6Q: 3 clusters Score -4514312 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4514710.500000 Penalty: 5008.089844
	Iteration 7Q: 3 clusters Score -4514710 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -4515190.000000 Penalty: 5008.089844
	Iteration 8Q: 3 clusters Score -4515190 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -4515927.000000 Penalty: 5008.089844
	Iteration 9F: 3 clusters Score -4515927 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -4516834.000000 Penalty: 5008.089844
	Iteration 10F: 3 clusters Score -4516834 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4517862.500000 Penalty: 5008.089844
	Iteration 11F: 3 clusters Score -4517862 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4518878.000000 Penalty: 5008.089844
	Iteration 12F: 3 clusters Score -4518878 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4519783.000000 Penalty: 5008.089844
	Iteration 13Q: 3 clusters Score -4519783 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4520403.000000 Penalty: 5008.089844
	Iteration 14Q: 3 clusters Score -4520403 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4520777.000000 Penalty: 5008.089844
	Iteration 15Q: 3 clusters Score -4520777 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -4521021.000000 Penalty: 5008.089844
	Iteration 16Q: 3 clusters Score -4521021 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4521159.000000 Penalty: 5008.089844
	Iteration 17Q: 3 clusters Score -4521159 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4521249.000000 Penalty: 5008.089844
	Iteration 18Q: 3 clusters Score -4521249 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4521306.000000 Penalty: 5008.089844
	Iteration 19Q: 3 clusters Score -4521306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4521337.500000 Penalty: 5008.089844
	Iteration 20F: 3 clusters Score -4521338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4521354.500000 Penalty: 5008.089844
	Iteration 21Q: 3 clusters Score -4521354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4521375.500000 Penalty: 5008.089844
	Iteration 22Q: 3 clusters Score -4521376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4521383.000000 Penalty: 5008.089844
	Iteration 23Q: 3 clusters Score -4521383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4521392.500000 Penalty: 5008.089844
	Iteration 24Q: 3 clusters Score -4521392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4521405.500000 Penalty: 5008.089844
	Iteration 25Q: 3 clusters Score -4521406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4521403.500000 Penalty: 5008.089844
	Iteration 26Q: 3 clusters Score -4521404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4521405.500000 Penalty: 5008.089844
	Iteration 27Q: 3 clusters Score -4521406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4521408.000000 Penalty: 5008.089844
	Iteration 28Q: 3 clusters Score -4521408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4521408.000000 Penalty: 5008.089844
	Iteration 29F: 3 clusters Score -4521408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -367977.093750 Penalty: 1890.905518
	Iteration 0F: 2 clusters Score -367977.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -365343.625000 Penalty: 3781.811035
	Iteration 0F: 3 clusters Score -365343.6 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -365790.468750 Penalty: 3781.811035
	Iteration 1F: 3 clusters Score -365790.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -365896.437500 Penalty: 3781.811035
	Iteration 2F: 3 clusters Score -365896.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -365965.906250 Penalty: 3781.811035
	Iteration 3Q: 3 clusters Score -365965.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -366004.250000 Penalty: 3781.811035
	Iteration 4Q: 3 clusters Score -366004.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -366027.750000 Penalty: 3781.811035
	Iteration 5Q: 3 clusters Score -366027.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -366045.312500 Penalty: 3781.811035
	Iteration 6Q: 3 clusters Score -366045.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -366057.843750 Penalty: 3781.811035
	Iteration 7Q: 3 clusters Score -366057.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -366070.718750 Penalty: 3781.811035
	Iteration 8Q: 3 clusters Score -366070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -366078.968750 Penalty: 3781.811035
	Iteration 9Q: 3 clusters Score -366079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366088.531250 Penalty: 3781.811035
	Iteration 10Q: 3 clusters Score -366088.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366097.156250 Penalty: 3781.811035
	Iteration 11Q: 3 clusters Score -366097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -366101.125000 Penalty: 3781.811035
	Iteration 12Q: 3 clusters Score -366101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -366105.250000 Penalty: 3781.811035
	Iteration 13Q: 3 clusters Score -366105.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -366107.406250 Penalty: 3781.811035
	Iteration 14Q: 3 clusters Score -366107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -366108.468750 Penalty: 3781.811035
	Iteration 15Q: 3 clusters Score -366108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -366110.312500 Penalty: 3781.811035
	Iteration 16Q: 3 clusters Score -366110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366112.125000 Penalty: 3781.811035
	Iteration 17Q: 3 clusters Score -366112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -366113.531250 Penalty: 3781.811035
	Iteration 18Q: 3 clusters Score -366113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366113.937500 Penalty: 3781.811035
	Iteration 19Q: 3 clusters Score -366113.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366114.843750 Penalty: 3781.811035
	Iteration 20F: 3 clusters Score -366114.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -366115.250000 Penalty: 3781.811035
	Iteration 21Q: 3 clusters Score -366115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366115.562500 Penalty: 3781.811035
	Iteration 22Q: 3 clusters Score -366115.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -366115.562500 Penalty: 3781.811035
	Iteration 23F: 3 clusters Score -366115.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Entering Unmasked Estep 
Score: -8566728.000000 Penalty: 2661.469971
	Iteration 0F: 2 clusters Score -8566728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8536712.000000 Penalty: 5322.939941
	Iteration 0F: 3 clusters Score -8536712 nChanged 21130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8548431.000000 Penalty: 5322.939941
	Iteration 1F: 3 clusters Score -8548431 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -8549168.000000 Penalty: 5322.939941
	Iteration 2Q: 3 clusters Score -8549168 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8549988.000000 Penalty: 5322.939941
	Iteration 3Q: 3 clusters Score -8549988 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -8551029.000000 Penalty: 5322.939941
	Iteration 4Q: 3 clusters Score -8551029 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8552326.000000 Penalty: 5322.939941
	Iteration 5Q: 3 clusters Score -8552326 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8553815.000000 Penalty: 5322.939941
	Iteration 6F: 3 clusters Score -8553815 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8555693.000000 Penalty: 5322.939941
	Iteration 7F: 3 clusters Score -8555693 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -8557859.000000 Penalty: 5322.939941
	Iteration 8F: 3 clusters Score -8557859 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8559935.000000 Penalty: 5322.939941
	Iteration 9F: 3 clusters Score -8559935 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -8561426.000000 Penalty: 5322.939941
	Iteration 10F: 3 clusters Score -8561426 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -8562163.000000 Penalty: 5322.939941
	Iteration 11Q: 3 clusters Score -8562163 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -8562579.000000 Penalty: 5322.939941
	Iteration 12Q: 3 clusters Score -8562579 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -8562780.000000 Penalty: 5322.939941
	Iteration 13Q: 3 clusters Score -8562780 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -8562920.000000 Penalty: 5322.939941
	Iteration 14Q: 3 clusters Score -8562920 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -8563099.000000 Penalty: 5322.939941
	Iteration 15Q: 3 clusters Score -8563099 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -8563195.000000 Penalty: 5322.939941
	Iteration 16Q: 3 clusters Score -8563195 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8563287.000000 Penalty: 5322.939941
	Iteration 17Q: 3 clusters Score -8563287 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -8563370.000000 Penalty: 5322.939941
	Iteration 18Q: 3 clusters Score -8563370 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -8563438.000000 Penalty: 5322.939941
	Iteration 19Q: 3 clusters Score -8563438 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -8563550.000000 Penalty: 5322.939941
	Iteration 20F: 3 clusters Score -8563550 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -8563606.000000 Penalty: 5322.939941
	Iteration 21Q: 3 clusters Score -8563606 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -8563704.000000 Penalty: 5322.939941
	Iteration 22Q: 3 clusters Score -8563704 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -8563850.000000 Penalty: 5322.939941
	Iteration 23Q: 3 clusters Score -8563850 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -8563910.000000 Penalty: 5322.939941
	Iteration 24Q: 3 clusters Score -8563910 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -8564006.000000 Penalty: 5322.939941
	Iteration 25Q: 3 clusters Score -8564006 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -8564097.000000 Penalty: 5322.939941
	Iteration 26Q: 3 clusters Score -8564097 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -8564219.000000 Penalty: 5322.939941
	Iteration 27Q: 3 clusters Score -8564219 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -8564272.000000 Penalty: 5322.939941
	Iteration 28Q: 3 clusters Score -8564272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -8564362.000000 Penalty: 5322.939941
	Iteration 29Q: 3 clusters Score -8564362 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -8564441.000000 Penalty: 5322.939941
	Iteration 30Q: 3 clusters Score -8564441 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -8564504.000000 Penalty: 5322.939941
	Iteration 31Q: 3 clusters Score -8564504 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -8564607.000000 Penalty: 5322.939941
	Iteration 32Q: 3 clusters Score -8564607 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -8564735.000000 Penalty: 5322.939941
	Iteration 33Q: 3 clusters Score -8564735 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -8564803.000000 Penalty: 5322.939941
	Iteration 34Q: 3 clusters Score -8564803 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -8564880.000000 Penalty: 5322.939941
	Iteration 35Q: 3 clusters Score -8564880 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -8564919.000000 Penalty: 5322.939941
	Iteration 36Q: 3 clusters Score -8564919 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -8564963.000000 Penalty: 5322.939941
	Iteration 37Q: 3 clusters Score -8564963 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -8564999.000000 Penalty: 5322.939941
	Iteration 38Q: 3 clusters Score -8564999 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -8565075.000000 Penalty: 5322.939941
	Iteration 39Q: 3 clusters Score -8565075 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8565151.000000 Penalty: 5322.939941
	Iteration 40F: 3 clusters Score -8565151 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -8565187.000000 Penalty: 5322.939941
	Iteration 41Q: 3 clusters Score -8565187 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -8565259.000000 Penalty: 5322.939941
	Iteration 42Q: 3 clusters Score -8565259 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -8565341.000000 Penalty: 5322.939941
	Iteration 43Q: 3 clusters Score -8565341 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -8565406.000000 Penalty: 5322.939941
	Iteration 44Q: 3 clusters Score -8565406 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -8565457.000000 Penalty: 5322.939941
	Iteration 45Q: 3 clusters Score -8565457 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -8565507.000000 Penalty: 5322.939941
	Iteration 46Q: 3 clusters Score -8565507 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8565492.000000 Penalty: 5322.939941
	Iteration 47Q: 3 clusters Score -8565492 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8565517.000000 Penalty: 5322.939941
	Iteration 48Q: 3 clusters Score -8565517 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8565546.000000 Penalty: 5322.939941
	Iteration 49Q: 3 clusters Score -8565546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8565583.000000 Penalty: 5322.939941
	Iteration 50Q: 3 clusters Score -8565583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8565608.000000 Penalty: 5322.939941
	Iteration 51Q: 3 clusters Score -8565608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8565583.000000 Penalty: 5322.939941
	Iteration 52Q: 3 clusters Score -8565583 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8565597.000000 Penalty: 5322.939941
	Iteration 53Q: 3 clusters Score -8565597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8565605.000000 Penalty: 5322.939941
	Iteration 54Q: 3 clusters Score -8565605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8565622.000000 Penalty: 5322.939941
	Iteration 55Q: 3 clusters Score -8565622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8565612.000000 Penalty: 5322.939941
	Iteration 56Q: 3 clusters Score -8565612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -8565611.000000 Penalty: 5322.939941
	Iteration 57Q: 3 clusters Score -8565611 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8565605.000000 Penalty: 5322.939941
	Iteration 58Q: 3 clusters Score -8565605 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8565603.000000 Penalty: 5322.939941
	Iteration 59Q: 3 clusters Score -8565603 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8565603.000000 Penalty: 5322.939941
	Iteration 60F: 3 clusters Score -8565603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8565596.000000 Penalty: 5322.939941
	Iteration 61Q: 3 clusters Score -8565596 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8565587.000000 Penalty: 5322.939941
	Iteration 62Q: 3 clusters Score -8565587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8565564.000000 Penalty: 5322.939941
	Iteration 63Q: 3 clusters Score -8565564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8565555.000000 Penalty: 5322.939941
	Iteration 64Q: 3 clusters Score -8565555 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8565539.000000 Penalty: 5322.939941
	Iteration 65Q: 3 clusters Score -8565539 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8565534.000000 Penalty: 5322.939941
	Iteration 66Q: 3 clusters Score -8565534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8565534.000000 Penalty: 5322.939941
	Iteration 67Q: 3 clusters Score -8565534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8565527.000000 Penalty: 5322.939941
	Iteration 68Q: 3 clusters Score -8565527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8565517.000000 Penalty: 5322.939941
	Iteration 69Q: 3 clusters Score -8565517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8565545.000000 Penalty: 5322.939941
	Iteration 70Q: 3 clusters Score -8565545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8565554.000000 Penalty: 5322.939941
	Iteration 71Q: 3 clusters Score -8565554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -8565552.000000 Penalty: 5322.939941
	Iteration 72Q: 3 clusters Score -8565552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8565554.000000 Penalty: 5322.939941
	Iteration 73Q: 3 clusters Score -8565554 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8565535.000000 Penalty: 5322.939941
	Iteration 74Q: 3 clusters Score -8565535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8565540.000000 Penalty: 5322.939941
	Iteration 75Q: 3 clusters Score -8565540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8565543.000000 Penalty: 5322.939941
	Iteration 76Q: 3 clusters Score -8565543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8565553.000000 Penalty: 5322.939941
	Iteration 77Q: 3 clusters Score -8565553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8565577.000000 Penalty: 5322.939941
	Iteration 78Q: 3 clusters Score -8565577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8565568.000000 Penalty: 5322.939941
	Iteration 79Q: 3 clusters Score -8565568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8565566.000000 Penalty: 5322.939941
	Iteration 80F: 3 clusters Score -8565566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8565569.000000 Penalty: 5322.939941
	Iteration 81Q: 3 clusters Score -8565569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8565557.000000 Penalty: 5322.939941
	Iteration 82Q: 3 clusters Score -8565557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8565549.000000 Penalty: 5322.939941
	Iteration 83Q: 3 clusters Score -8565549 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8565551.000000 Penalty: 5322.939941
	Iteration 84Q: 3 clusters Score -8565551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8565555.000000 Penalty: 5322.939941
	Iteration 85Q: 3 clusters Score -8565555 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -8565554.000000 Penalty: 5322.939941
	Iteration 86Q: 3 clusters Score -8565554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8565550.000000 Penalty: 5322.939941
	Iteration 87Q: 3 clusters Score -8565550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8565548.000000 Penalty: 5322.939941
	Iteration 88Q: 3 clusters Score -8565548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8565539.000000 Penalty: 5322.939941
	Iteration 89Q: 3 clusters Score -8565539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8565520.000000 Penalty: 5322.939941
	Iteration 90Q: 3 clusters Score -8565520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8565520.000000 Penalty: 5322.939941
	Iteration 91Q: 3 clusters Score -8565520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8565518.000000 Penalty: 5322.939941
	Iteration 92Q: 3 clusters Score -8565518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8565513.000000 Penalty: 5322.939941
	Iteration 93Q: 3 clusters Score -8565513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8565517.000000 Penalty: 5322.939941
	Iteration 94Q: 3 clusters Score -8565517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8565525.000000 Penalty: 5322.939941
	Iteration 95Q: 3 clusters Score -8565525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8565524.000000 Penalty: 5322.939941
	Iteration 96Q: 3 clusters Score -8565524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8565523.000000 Penalty: 5322.939941
	Iteration 97Q: 3 clusters Score -8565523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8565519.000000 Penalty: 5322.939941
	Iteration 98Q: 3 clusters Score -8565519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8565510.000000 Penalty: 5322.939941
	Iteration 99Q: 3 clusters Score -8565510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8565520.000000 Penalty: 5322.939941
	Iteration 100F: 3 clusters Score -8565520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8565516.000000 Penalty: 5322.939941
	Iteration 101Q: 3 clusters Score -8565516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8565527.000000 Penalty: 5322.939941
	Iteration 102Q: 3 clusters Score -8565527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8565523.000000 Penalty: 5322.939941
	Iteration 103Q: 3 clusters Score -8565523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8565515.000000 Penalty: 5322.939941
	Iteration 104Q: 3 clusters Score -8565515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8565514.000000 Penalty: 5322.939941
	Iteration 105Q: 3 clusters Score -8565514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8565510.000000 Penalty: 5322.939941
	Iteration 106Q: 3 clusters Score -8565510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8565501.000000 Penalty: 5322.939941
	Iteration 107Q: 3 clusters Score -8565501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8565508.000000 Penalty: 5322.939941
	Iteration 108Q: 3 clusters Score -8565508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8565511.000000 Penalty: 5322.939941
	Iteration 109Q: 3 clusters Score -8565511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8565519.000000 Penalty: 5322.939941
	Iteration 110Q: 3 clusters Score -8565519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8565510.000000 Penalty: 5322.939941
	Iteration 111Q: 3 clusters Score -8565510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8565507.000000 Penalty: 5322.939941
	Iteration 112Q: 3 clusters Score -8565507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8565499.000000 Penalty: 5322.939941
	Iteration 113Q: 3 clusters Score -8565499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8565498.000000 Penalty: 5322.939941
	Iteration 114Q: 3 clusters Score -8565498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8565491.000000 Penalty: 5322.939941
	Iteration 115Q: 3 clusters Score -8565491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8565484.000000 Penalty: 5322.939941
	Iteration 116Q: 3 clusters Score -8565484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8565484.000000 Penalty: 5322.939941
	Iteration 117Q: 3 clusters Score -8565484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8565469.000000 Penalty: 5322.939941
	Iteration 118Q: 3 clusters Score -8565469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8565475.000000 Penalty: 5322.939941
	Iteration 119Q: 3 clusters Score -8565475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8565469.000000 Penalty: 5322.939941
	Iteration 120F: 3 clusters Score -8565469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8565472.000000 Penalty: 5322.939941
	Iteration 121Q: 3 clusters Score -8565472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8565478.000000 Penalty: 5322.939941
	Iteration 122Q: 3 clusters Score -8565478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8565477.000000 Penalty: 5322.939941
	Iteration 123Q: 3 clusters Score -8565477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8565472.000000 Penalty: 5322.939941
	Iteration 124Q: 3 clusters Score -8565472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8565470.000000 Penalty: 5322.939941
	Iteration 125Q: 3 clusters Score -8565470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8565467.000000 Penalty: 5322.939941
	Iteration 126Q: 3 clusters Score -8565467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8565464.000000 Penalty: 5322.939941
	Iteration 127Q: 3 clusters Score -8565464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8565466.000000 Penalty: 5322.939941
	Iteration 128Q: 3 clusters Score -8565466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8565476.000000 Penalty: 5322.939941
	Iteration 129Q: 3 clusters Score -8565476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8565471.000000 Penalty: 5322.939941
	Iteration 130Q: 3 clusters Score -8565471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8565473.000000 Penalty: 5322.939941
	Iteration 131Q: 3 clusters Score -8565473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8565473.000000 Penalty: 5322.939941
	Iteration 132F: 3 clusters Score -8565473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (40131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Entering Unmasked Estep 
Score: -7500085.500000 Penalty: 2628.776123
	Iteration 0F: 2 clusters Score -7500086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7473383.500000 Penalty: 5257.552246
	Iteration 0F: 3 clusters Score -7473384 nChanged 18357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -7483401.000000 Penalty: 5257.552246
	Iteration 1F: 3 clusters Score -7483401 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -7483990.000000 Penalty: 5257.552246
	Iteration 2Q: 3 clusters Score -7483990 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -7484576.000000 Penalty: 5257.552246
	Iteration 3Q: 3 clusters Score -7484576 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -7485352.500000 Penalty: 5257.552246
	Iteration 4Q: 3 clusters Score -7485352 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -7486443.500000 Penalty: 5257.552246
	Iteration 5F: 3 clusters Score -7486444 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -7487915.500000 Penalty: 5257.552246
	Iteration 6F: 3 clusters Score -7487916 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -7490060.000000 Penalty: 5257.552246
	Iteration 7F: 3 clusters Score -7490060 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -7492382.500000 Penalty: 5257.552246
	Iteration 8F: 3 clusters Score -7492382 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7494557.000000 Penalty: 5257.552246
	Iteration 9F: 3 clusters Score -7494557 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7496078.000000 Penalty: 5257.552246
	Iteration 10Q: 3 clusters Score -7496078 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7496838.500000 Penalty: 5257.552246
	Iteration 11Q: 3 clusters Score -7496838 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7497319.000000 Penalty: 5257.552246
	Iteration 12Q: 3 clusters Score -7497319 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7497547.500000 Penalty: 5257.552246
	Iteration 13Q: 3 clusters Score -7497548 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7497700.500000 Penalty: 5257.552246
	Iteration 14Q: 3 clusters Score -7497700 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7497761.500000 Penalty: 5257.552246
	Iteration 15Q: 3 clusters Score -7497762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7497799.500000 Penalty: 5257.552246
	Iteration 16Q: 3 clusters Score -7497800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7497830.500000 Penalty: 5257.552246
	Iteration 17Q: 3 clusters Score -7497830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7497852.500000 Penalty: 5257.552246
	Iteration 18Q: 3 clusters Score -7497852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7497860.000000 Penalty: 5257.552246
	Iteration 19Q: 3 clusters Score -7497860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7497883.000000 Penalty: 5257.552246
	Iteration 20F: 3 clusters Score -7497883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7497894.500000 Penalty: 5257.552246
	Iteration 21Q: 3 clusters Score -7497894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7497920.500000 Penalty: 5257.552246
	Iteration 22Q: 3 clusters Score -7497920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7497934.500000 Penalty: 5257.552246
	Iteration 23Q: 3 clusters Score -7497934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7497934.500000 Penalty: 5257.552246
	Iteration 24Q: 3 clusters Score -7497934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7497934.000000 Penalty: 5257.552246
	Iteration 25Q: 3 clusters Score -7497934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7497949.000000 Penalty: 5257.552246
	Iteration 26Q: 3 clusters Score -7497949 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7497963.000000 Penalty: 5257.552246
	Iteration 27Q: 3 clusters Score -7497963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7497965.500000 Penalty: 5257.552246
	Iteration 28Q: 3 clusters Score -7497966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7497993.000000 Penalty: 5257.552246
	Iteration 29Q: 3 clusters Score -7497993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7497992.000000 Penalty: 5257.552246
	Iteration 30Q: 3 clusters Score -7497992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7497995.500000 Penalty: 5257.552246
	Iteration 31Q: 3 clusters Score -7497996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7498001.500000 Penalty: 5257.552246
	Iteration 32Q: 3 clusters Score -7498002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7498005.000000 Penalty: 5257.552246
	Iteration 33Q: 3 clusters Score -7498005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7498009.000000 Penalty: 5257.552246
	Iteration 34Q: 3 clusters Score -7498009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7498016.500000 Penalty: 5257.552246
	Iteration 35Q: 3 clusters Score -7498016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7498004.500000 Penalty: 5257.552246
	Iteration 36Q: 3 clusters Score -7498004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7498010.000000 Penalty: 5257.552246
	Iteration 37Q: 3 clusters Score -7498010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7498014.500000 Penalty: 5257.552246
	Iteration 38Q: 3 clusters Score -7498014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7498020.500000 Penalty: 5257.552246
	Iteration 39Q: 3 clusters Score -7498020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7498023.000000 Penalty: 5257.552246
	Iteration 40F: 3 clusters Score -7498023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7498027.000000 Penalty: 5257.552246
	Iteration 41Q: 3 clusters Score -7498027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7498027.000000 Penalty: 5257.552246
	Iteration 42F: 3 clusters Score -7498027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -59921.769531 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59921.77 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60263.250000 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60263.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -60416.773438 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60416.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60491.878906 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60491.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60529.058594 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60529.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60570.984375 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60570.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60623.593750 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60623.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60651.726562 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60651.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -60676.378906 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60676.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60690.277344 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60690.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60719.429688 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60719.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60762.609375 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60762.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60772.082031 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60772.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -60772.082031 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -60772.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Entering Unmasked Estep 
Score: -9559846.000000 Penalty: 2688.060303
	Iteration 0F: 2 clusters Score -9559846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -9528813.000000 Penalty: 5376.120605
	Iteration 0F: 3 clusters Score -9528813 nChanged 23463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9541876.000000 Penalty: 5376.120605
	Iteration 1F: 3 clusters Score -9541876 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9542272.000000 Penalty: 5376.120605
	Iteration 2Q: 3 clusters Score -9542272 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9542696.000000 Penalty: 5376.120605
	Iteration 3Q: 3 clusters Score -9542696 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -9543111.000000 Penalty: 5376.120605
	Iteration 4Q: 3 clusters Score -9543111 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9543442.000000 Penalty: 5376.120605
	Iteration 5Q: 3 clusters Score -9543442 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -9543724.000000 Penalty: 5376.120605
	Iteration 6Q: 3 clusters Score -9543724 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -9544043.000000 Penalty: 5376.120605
	Iteration 7Q: 3 clusters Score -9544043 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -9544414.000000 Penalty: 5376.120605
	Iteration 8Q: 3 clusters Score -9544414 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -9544926.000000 Penalty: 5376.120605
	Iteration 9Q: 3 clusters Score -9544926 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -9545835.000000 Penalty: 5376.120605
	Iteration 10Q: 3 clusters Score -9545835 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -9547417.000000 Penalty: 5376.120605
	Iteration 11F: 3 clusters Score -9547417 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -9549576.000000 Penalty: 5376.120605
	Iteration 12F: 3 clusters Score -9549576 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -9552255.000000 Penalty: 5376.120605
	Iteration 13F: 3 clusters Score -9552255 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -9554642.000000 Penalty: 5376.120605
	Iteration 14F: 3 clusters Score -9554642 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -9556418.000000 Penalty: 5376.120605
	Iteration 15Q: 3 clusters Score -9556418 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9557058.000000 Penalty: 5376.120605
	Iteration 16Q: 3 clusters Score -9557058 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9557309.000000 Penalty: 5376.120605
	Iteration 17Q: 3 clusters Score -9557309 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9557432.000000 Penalty: 5376.120605
	Iteration 18Q: 3 clusters Score -9557432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9557452.000000 Penalty: 5376.120605
	Iteration 19Q: 3 clusters Score -9557452 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9557482.000000 Penalty: 5376.120605
	Iteration 20F: 3 clusters Score -9557482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9557515.000000 Penalty: 5376.120605
	Iteration 21Q: 3 clusters Score -9557515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50700 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9557527.000000 Penalty: 5376.120605
	Iteration 22Q: 3 clusters Score -9557527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9557540.000000 Penalty: 5376.120605
	Iteration 23Q: 3 clusters Score -9557540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9557531.000000 Penalty: 5376.120605
	Iteration 24Q: 3 clusters Score -9557531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9557533.000000 Penalty: 5376.120605
	Iteration 25Q: 3 clusters Score -9557533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9557547.000000 Penalty: 5376.120605
	Iteration 26Q: 3 clusters Score -9557547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9557552.000000 Penalty: 5376.120605
	Iteration 27Q: 3 clusters Score -9557552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9557557.000000 Penalty: 5376.120605
	Iteration 28Q: 3 clusters Score -9557557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9557557.000000 Penalty: 5376.120605
	Iteration 29F: 3 clusters Score -9557557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (46261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Entering Unmasked Estep 
Score: -8732595.000000 Penalty: 2664.029541
	Iteration 0F: 2 clusters Score -8732595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8702414.000000 Penalty: 5328.059082
	Iteration 0F: 3 clusters Score -8702414 nChanged 21314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8714099.000000 Penalty: 5328.059082
	Iteration 1F: 3 clusters Score -8714099 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8714559.000000 Penalty: 5328.059082
	Iteration 2Q: 3 clusters Score -8714559 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -8714967.000000 Penalty: 5328.059082
	Iteration 3Q: 3 clusters Score -8714967 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8715344.000000 Penalty: 5328.059082
	Iteration 4Q: 3 clusters Score -8715344 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -8715655.000000 Penalty: 5328.059082
	Iteration 5Q: 3 clusters Score -8715655 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -8716123.000000 Penalty: 5328.059082
	Iteration 6Q: 3 clusters Score -8716123 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -8716720.000000 Penalty: 5328.059082
	Iteration 7Q: 3 clusters Score -8716720 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8717627.000000 Penalty: 5328.059082
	Iteration 8Q: 3 clusters Score -8717627 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -8719103.000000 Penalty: 5328.059082
	Iteration 9F: 3 clusters Score -8719103 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -8721507.000000 Penalty: 5328.059082
	Iteration 10F: 3 clusters Score -8721507 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8724498.000000 Penalty: 5328.059082
	Iteration 11F: 3 clusters Score -8724498 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8727250.000000 Penalty: 5328.059082
	Iteration 12F: 3 clusters Score -8727250 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8728927.000000 Penalty: 5328.059082
	Iteration 13Q: 3 clusters Score -8728927 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8729684.000000 Penalty: 5328.059082
	Iteration 14Q: 3 clusters Score -8729684 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8729986.000000 Penalty: 5328.059082
	Iteration 15Q: 3 clusters Score -8729986 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8730118.000000 Penalty: 5328.059082
	Iteration 16Q: 3 clusters Score -8730118 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8730158.000000 Penalty: 5328.059082
	Iteration 17Q: 3 clusters Score -8730158 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8730209.000000 Penalty: 5328.059082
	Iteration 18Q: 3 clusters Score -8730209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8730226.000000 Penalty: 5328.059082
	Iteration 19Q: 3 clusters Score -8730226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8730231.000000 Penalty: 5328.059082
	Iteration 20F: 3 clusters Score -8730231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8730237.000000 Penalty: 5328.059082
	Iteration 21Q: 3 clusters Score -8730237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8730255.000000 Penalty: 5328.059082
	Iteration 22Q: 3 clusters Score -8730255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8730260.000000 Penalty: 5328.059082
	Iteration 23Q: 3 clusters Score -8730260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8730267.000000 Penalty: 5328.059082
	Iteration 24Q: 3 clusters Score -8730267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8730274.000000 Penalty: 5328.059082
	Iteration 25Q: 3 clusters Score -8730274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8730268.000000 Penalty: 5328.059082
	Iteration 26Q: 3 clusters Score -8730268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8730269.000000 Penalty: 5328.059082
	Iteration 27Q: 3 clusters Score -8730269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8730269.000000 Penalty: 5328.059082
	Iteration 28F: 3 clusters Score -8730269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42253 members 
Mstep: Class 4 contains 36262 members 
Mstep: Class 5 contains 41860 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 47985 members 
Mstep: Class 10 contains 48452 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29363 members 
Mstep: Class 13 contains 43356 members 
Mstep: Class 14 contains 4988 members 
Mstep: Class 15 contains 5109 members 
Mstep: Class 16 contains 31862 members 
Mstep: Class 17 contains 47002 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41705 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 28060 members 
Mstep: Class 23 contains 34568 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24269 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 45786 members 
Mstep: Class 28 contains 40131 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50968 members 
Mstep: Class 31 contains 46261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151152.000000 Penalty: 103966.859375
Iteration 159Q: 32 clusters Score -1.371512e+08 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42371 members 
Mstep: Class 4 contains 36120 members 
Mstep: Class 5 contains 41960 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 47751 members 
Mstep: Class 10 contains 48291 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29391 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 15 contains 5097 members 
Mstep: Class 16 contains 31928 members 
Mstep: Class 17 contains 46990 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42226 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 28074 members 
Mstep: Class 23 contains 34241 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24359 members 
Mstep: Class 26 contains 2049 members 
Mstep: Class 27 contains 45679 members 
Mstep: Class 28 contains 40133 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51028 members 
Mstep: Class 31 contains 46431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152080.000000 Penalty: 103966.859375
Iteration 160F: 32 clusters Score -1.371521e+08 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42461 members 
Mstep: Class 4 contains 35893 members 
Mstep: Class 5 contains 42028 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 47580 members 
Mstep: Class 10 contains 49057 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29409 members 
Mstep: Class 13 contains 43334 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 31961 members 
Mstep: Class 17 contains 46940 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42702 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 28058 members 
Mstep: Class 23 contains 33704 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24443 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 45488 members 
Mstep: Class 28 contains 40133 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50987 members 
Mstep: Class 31 contains 46449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151248.000000 Penalty: 103966.859375
Iteration 161Q: 32 clusters Score -1.371512e+08 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42575 members 
Mstep: Class 4 contains 35712 members 
Mstep: Class 5 contains 42108 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 47656 members 
Mstep: Class 10 contains 49380 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29443 members 
Mstep: Class 13 contains 43323 members 
Mstep: Class 14 contains 4966 members 
Mstep: Class 15 contains 5068 members 
Mstep: Class 16 contains 32069 members 
Mstep: Class 17 contains 46931 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43108 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 28039 members 
Mstep: Class 23 contains 33058 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24571 members 
Mstep: Class 26 contains 2044 members 
Mstep: Class 27 contains 45278 members 
Mstep: Class 28 contains 40120 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50862 members 
Mstep: Class 31 contains 46692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151152.000000 Penalty: 103966.859375
Iteration 162Q: 32 clusters Score -1.371512e+08 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42718 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 5 contains 42160 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 47835 members 
Mstep: Class 10 contains 49549 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29476 members 
Mstep: Class 13 contains 43297 members 
Mstep: Class 14 contains 4958 members 
Mstep: Class 15 contains 5061 members 
Mstep: Class 16 contains 32277 members 
Mstep: Class 17 contains 46912 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43412 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 28003 members 
Mstep: Class 23 contains 32543 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24717 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 44920 members 
Mstep: Class 28 contains 40106 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50778 members 
Mstep: Class 31 contains 46889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151504.000000 Penalty: 103966.859375
Iteration 163Q: 32 clusters Score -1.371515e+08 nChanged 6710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42846 members 
Mstep: Class 4 contains 35391 members 
Mstep: Class 5 contains 42248 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 48013 members 
Mstep: Class 10 contains 49597 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29505 members 
Mstep: Class 13 contains 43279 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 5051 members 
Mstep: Class 16 contains 32490 members 
Mstep: Class 17 contains 46893 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43664 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 27967 members 
Mstep: Class 23 contains 32122 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24830 members 
Mstep: Class 26 contains 2045 members 
Mstep: Class 27 contains 44552 members 
Mstep: Class 28 contains 40102 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50703 members 
Mstep: Class 31 contains 47143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151424.000000 Penalty: 103966.859375
Iteration 164Q: 32 clusters Score -1.371514e+08 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42956 members 
Mstep: Class 4 contains 35243 members 
Mstep: Class 5 contains 42263 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 48288 members 
Mstep: Class 10 contains 49548 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29531 members 
Mstep: Class 13 contains 43254 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 5053 members 
Mstep: Class 16 contains 32700 members 
Mstep: Class 17 contains 46870 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43878 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 27936 members 
Mstep: Class 23 contains 31795 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 24919 members 
Mstep: Class 26 contains 2049 members 
Mstep: Class 27 contains 44171 members 
Mstep: Class 28 contains 40094 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50718 members 
Mstep: Class 31 contains 47342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151680.000000 Penalty: 103966.859375
Iteration 165Q: 32 clusters Score -1.371517e+08 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43068 members 
Mstep: Class 4 contains 35072 members 
Mstep: Class 5 contains 42251 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 48656 members 
Mstep: Class 10 contains 49338 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 29551 members 
Mstep: Class 13 contains 43230 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 5049 members 
Mstep: Class 16 contains 32944 members 
Mstep: Class 17 contains 46850 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44057 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 27916 members 
Mstep: Class 23 contains 31580 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25051 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 43702 members 
Mstep: Class 28 contains 40094 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50870 members 
Mstep: Class 31 contains 47441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151824.000000 Penalty: 103966.859375
Iteration 166Q: 32 clusters Score -1.371518e+08 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43131 members 
Mstep: Class 4 contains 34872 members 
Mstep: Class 5 contains 42252 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 49062 members 
Mstep: Class 10 contains 49007 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 29576 members 
Mstep: Class 13 contains 43207 members 
Mstep: Class 14 contains 4947 members 
Mstep: Class 15 contains 5050 members 
Mstep: Class 16 contains 33288 members 
Mstep: Class 17 contains 46827 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44278 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 772 members 
Mstep: Class 22 contains 27871 members 
Mstep: Class 23 contains 31416 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25189 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 43195 members 
Mstep: Class 28 contains 40098 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51150 members 
Mstep: Class 31 contains 47358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152208.000000 Penalty: 103966.859375
Iteration 167Q: 32 clusters Score -1.371522e+08 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43147 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 42249 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 49300 members 
Mstep: Class 10 contains 48775 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 29594 members 
Mstep: Class 13 contains 43200 members 
Mstep: Class 14 contains 4956 members 
Mstep: Class 15 contains 5044 members 
Mstep: Class 16 contains 33603 members 
Mstep: Class 17 contains 46809 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44613 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 771 members 
Mstep: Class 22 contains 27816 members 
Mstep: Class 23 contains 31332 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25302 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 42772 members 
Mstep: Class 28 contains 40111 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51579 members 
Mstep: Class 31 contains 47041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152096.000000 Penalty: 103966.859375
Iteration 168Q: 32 clusters Score -1.371521e+08 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43156 members 
Mstep: Class 4 contains 34448 members 
Mstep: Class 5 contains 42298 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 49296 members 
Mstep: Class 10 contains 48573 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 29624 members 
Mstep: Class 13 contains 43188 members 
Mstep: Class 14 contains 4962 members 
Mstep: Class 15 contains 5045 members 
Mstep: Class 16 contains 33990 members 
Mstep: Class 17 contains 46833 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44979 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27774 members 
Mstep: Class 23 contains 31255 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25385 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 42418 members 
Mstep: Class 28 contains 40103 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52012 members 
Mstep: Class 31 contains 46646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152768.000000 Penalty: 103966.859375
Iteration 169Q: 32 clusters Score -1.371528e+08 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43154 members 
Mstep: Class 4 contains 34235 members 
Mstep: Class 5 contains 42296 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 49201 members 
Mstep: Class 10 contains 48362 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29650 members 
Mstep: Class 13 contains 43169 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 5040 members 
Mstep: Class 16 contains 34422 members 
Mstep: Class 17 contains 46831 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45420 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27722 members 
Mstep: Class 23 contains 31255 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25432 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 42097 members 
Mstep: Class 28 contains 40100 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52409 members 
Mstep: Class 31 contains 46276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153136.000000 Penalty: 103966.859375
Iteration 170Q: 32 clusters Score -1.371531e+08 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43170 members 
Mstep: Class 4 contains 34058 members 
Mstep: Class 5 contains 42258 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5512 members 
Mstep: Class 9 contains 49100 members 
Mstep: Class 10 contains 48098 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29666 members 
Mstep: Class 13 contains 43155 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 34856 members 
Mstep: Class 17 contains 46831 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45859 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27669 members 
Mstep: Class 23 contains 31330 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25418 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 41788 members 
Mstep: Class 28 contains 40089 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52725 members 
Mstep: Class 31 contains 45987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153152.000000 Penalty: 103966.859375
Iteration 171Q: 32 clusters Score -1.371532e+08 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43214 members 
Mstep: Class 4 contains 33863 members 
Mstep: Class 5 contains 42219 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 48976 members 
Mstep: Class 10 contains 47825 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29686 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 35388 members 
Mstep: Class 17 contains 46830 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46278 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27598 members 
Mstep: Class 23 contains 31416 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25399 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 41495 members 
Mstep: Class 28 contains 40071 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52840 members 
Mstep: Class 31 contains 45784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153440.000000 Penalty: 103966.859375
Iteration 172Q: 32 clusters Score -1.371534e+08 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43190 members 
Mstep: Class 4 contains 33725 members 
Mstep: Class 5 contains 42179 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 48941 members 
Mstep: Class 10 contains 47603 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29720 members 
Mstep: Class 13 contains 43095 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 5033 members 
Mstep: Class 16 contains 35932 members 
Mstep: Class 17 contains 46838 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46602 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27562 members 
Mstep: Class 23 contains 31534 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25382 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 41272 members 
Mstep: Class 28 contains 40033 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52890 members 
Mstep: Class 31 contains 45495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153840.000000 Penalty: 103966.859375
Iteration 173Q: 32 clusters Score -1.371538e+08 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43182 members 
Mstep: Class 4 contains 33552 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 48959 members 
Mstep: Class 10 contains 47475 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29738 members 
Mstep: Class 13 contains 43068 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 5036 members 
Mstep: Class 16 contains 36472 members 
Mstep: Class 17 contains 46825 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27533 members 
Mstep: Class 23 contains 31637 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25360 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 40965 members 
Mstep: Class 28 contains 39996 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52887 members 
Mstep: Class 31 contains 45271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154240.000000 Penalty: 103966.859375
Iteration 174Q: 32 clusters Score -1.371542e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43166 members 
Mstep: Class 4 contains 33403 members 
Mstep: Class 5 contains 42117 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5476 members 
Mstep: Class 9 contains 49030 members 
Mstep: Class 10 contains 47353 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29756 members 
Mstep: Class 13 contains 43038 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 5031 members 
Mstep: Class 16 contains 37022 members 
Mstep: Class 17 contains 46789 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47034 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27506 members 
Mstep: Class 23 contains 31758 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25329 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 40715 members 
Mstep: Class 28 contains 39955 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52866 members 
Mstep: Class 31 contains 45031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154320.000000 Penalty: 103966.859375
Iteration 175Q: 32 clusters Score -1.371543e+08 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43146 members 
Mstep: Class 4 contains 33245 members 
Mstep: Class 5 contains 42111 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 49120 members 
Mstep: Class 10 contains 47215 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29774 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 5095 members 
Mstep: Class 15 contains 5019 members 
Mstep: Class 16 contains 37551 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47141 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27483 members 
Mstep: Class 23 contains 31883 members 
Mstep: Class 24 contains 1201 members 
Mstep: Class 25 contains 25284 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 40476 members 
Mstep: Class 28 contains 39929 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52858 members 
Mstep: Class 31 contains 44823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154832.000000 Penalty: 103966.859375
Iteration 176Q: 32 clusters Score -1.371548e+08 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43105 members 
Mstep: Class 4 contains 33099 members 
Mstep: Class 5 contains 42074 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 49235 members 
Mstep: Class 10 contains 47141 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29800 members 
Mstep: Class 13 contains 42970 members 
Mstep: Class 14 contains 5108 members 
Mstep: Class 15 contains 5021 members 
Mstep: Class 16 contains 38085 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47192 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27461 members 
Mstep: Class 23 contains 32003 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25260 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 40187 members 
Mstep: Class 28 contains 39902 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52810 members 
Mstep: Class 31 contains 44644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154624.000000 Penalty: 103966.859375
Iteration 177Q: 32 clusters Score -1.371546e+08 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43071 members 
Mstep: Class 4 contains 32957 members 
Mstep: Class 5 contains 42075 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 49348 members 
Mstep: Class 10 contains 47080 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29811 members 
Mstep: Class 13 contains 42913 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 5020 members 
Mstep: Class 16 contains 38649 members 
Mstep: Class 17 contains 46726 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47183 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27420 members 
Mstep: Class 23 contains 32103 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25237 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 39861 members 
Mstep: Class 28 contains 39871 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52814 members 
Mstep: Class 31 contains 44464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155440.000000 Penalty: 103966.859375
Iteration 178Q: 32 clusters Score -1.371554e+08 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43048 members 
Mstep: Class 4 contains 32826 members 
Mstep: Class 5 contains 42014 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 49486 members 
Mstep: Class 10 contains 46942 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29825 members 
Mstep: Class 13 contains 42852 members 
Mstep: Class 14 contains 5133 members 
Mstep: Class 15 contains 5016 members 
Mstep: Class 16 contains 39264 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47143 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 773 members 
Mstep: Class 22 contains 27366 members 
Mstep: Class 23 contains 32247 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25250 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 39557 members 
Mstep: Class 28 contains 39855 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52855 members 
Mstep: Class 31 contains 44237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155808.000000 Penalty: 103966.859375
Iteration 179Q: 32 clusters Score -1.371558e+08 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43024 members 
Mstep: Class 4 contains 32736 members 
Mstep: Class 5 contains 41994 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 49689 members 
Mstep: Class 10 contains 46828 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29831 members 
Mstep: Class 13 contains 42784 members 
Mstep: Class 14 contains 5141 members 
Mstep: Class 15 contains 5013 members 
Mstep: Class 16 contains 39816 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 47065 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 27324 members 
Mstep: Class 23 contains 32391 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25241 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 39228 members 
Mstep: Class 28 contains 39824 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52918 members 
Mstep: Class 31 contains 43985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155488.000000 Penalty: 103966.859375
Iteration 180F: 32 clusters Score -1.371555e+08 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43004 members 
Mstep: Class 4 contains 32609 members 
Mstep: Class 5 contains 41947 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 49860 members 
Mstep: Class 10 contains 46683 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29846 members 
Mstep: Class 13 contains 42748 members 
Mstep: Class 14 contains 5150 members 
Mstep: Class 15 contains 5007 members 
Mstep: Class 16 contains 40419 members 
Mstep: Class 17 contains 46680 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46960 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 27290 members 
Mstep: Class 23 contains 32609 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25216 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 38891 members 
Mstep: Class 28 contains 39783 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52980 members 
Mstep: Class 31 contains 43726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155680.000000 Penalty: 103966.859375
Iteration 181Q: 32 clusters Score -1.371557e+08 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43017 members 
Mstep: Class 4 contains 32471 members 
Mstep: Class 5 contains 41923 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5460 members 
Mstep: Class 9 contains 50027 members 
Mstep: Class 10 contains 46486 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29855 members 
Mstep: Class 13 contains 42706 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 4996 members 
Mstep: Class 16 contains 41027 members 
Mstep: Class 17 contains 46676 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46817 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27226 members 
Mstep: Class 23 contains 32853 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25185 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 38505 members 
Mstep: Class 28 contains 39737 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53091 members 
Mstep: Class 31 contains 43520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155712.000000 Penalty: 103966.859375
Iteration 182Q: 32 clusters Score -1.371557e+08 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43029 members 
Mstep: Class 4 contains 32350 members 
Mstep: Class 5 contains 41880 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 50164 members 
Mstep: Class 10 contains 46366 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29878 members 
Mstep: Class 13 contains 42633 members 
Mstep: Class 14 contains 5161 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 41612 members 
Mstep: Class 17 contains 46642 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46669 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27190 members 
Mstep: Class 23 contains 33115 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25141 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 38108 members 
Mstep: Class 28 contains 39686 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53253 members 
Mstep: Class 31 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155680.000000 Penalty: 103966.859375
Iteration 183Q: 32 clusters Score -1.371557e+08 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43038 members 
Mstep: Class 4 contains 32219 members 
Mstep: Class 5 contains 41875 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 50322 members 
Mstep: Class 10 contains 46268 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 29894 members 
Mstep: Class 13 contains 42595 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 4982 members 
Mstep: Class 16 contains 42135 members 
Mstep: Class 17 contains 46628 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46581 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27152 members 
Mstep: Class 23 contains 33381 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 25084 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 37700 members 
Mstep: Class 28 contains 39648 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53345 members 
Mstep: Class 31 contains 43075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155248.000000 Penalty: 103966.859375
Iteration 184Q: 32 clusters Score -1.371552e+08 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43075 members 
Mstep: Class 4 contains 32035 members 
Mstep: Class 5 contains 41911 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 50447 members 
Mstep: Class 10 contains 46201 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 29915 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 15 contains 4978 members 
Mstep: Class 16 contains 42644 members 
Mstep: Class 17 contains 46622 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46482 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27129 members 
Mstep: Class 23 contains 33712 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24999 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 37314 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53357 members 
Mstep: Class 31 contains 42820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155440.000000 Penalty: 103966.859375
Iteration 185Q: 32 clusters Score -1.371554e+08 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43055 members 
Mstep: Class 4 contains 31850 members 
Mstep: Class 5 contains 41916 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 50512 members 
Mstep: Class 10 contains 46205 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 29945 members 
Mstep: Class 13 contains 42559 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 4974 members 
Mstep: Class 16 contains 43134 members 
Mstep: Class 17 contains 46606 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46382 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27095 members 
Mstep: Class 23 contains 34066 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24887 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 36957 members 
Mstep: Class 28 contains 39566 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53420 members 
Mstep: Class 31 contains 42603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155456.000000 Penalty: 103966.859375
Iteration 186Q: 32 clusters Score -1.371555e+08 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43019 members 
Mstep: Class 4 contains 31661 members 
Mstep: Class 5 contains 41946 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 50625 members 
Mstep: Class 10 contains 46251 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 29956 members 
Mstep: Class 13 contains 42558 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 43617 members 
Mstep: Class 17 contains 46591 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46270 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27064 members 
Mstep: Class 23 contains 34378 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24760 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 36663 members 
Mstep: Class 28 contains 39507 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53460 members 
Mstep: Class 31 contains 42324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155376.000000 Penalty: 103966.859375
Iteration 187Q: 32 clusters Score -1.371554e+08 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42930 members 
Mstep: Class 4 contains 31488 members 
Mstep: Class 5 contains 41985 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 50668 members 
Mstep: Class 10 contains 46313 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 29975 members 
Mstep: Class 13 contains 42555 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 4973 members 
Mstep: Class 16 contains 44021 members 
Mstep: Class 17 contains 46596 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46189 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 27020 members 
Mstep: Class 23 contains 34772 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24662 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 36396 members 
Mstep: Class 28 contains 39435 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53448 members 
Mstep: Class 31 contains 42059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156064.000000 Penalty: 103966.859375
Iteration 188Q: 32 clusters Score -1.371561e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42876 members 
Mstep: Class 4 contains 31296 members 
Mstep: Class 5 contains 42036 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 50761 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 29993 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 4979 members 
Mstep: Class 16 contains 44362 members 
Mstep: Class 17 contains 46613 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 46082 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26967 members 
Mstep: Class 23 contains 35161 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24567 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 36168 members 
Mstep: Class 28 contains 39353 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53455 members 
Mstep: Class 31 contains 41814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156096.000000 Penalty: 103966.859375
Iteration 189Q: 32 clusters Score -1.371561e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42795 members 
Mstep: Class 4 contains 31102 members 
Mstep: Class 5 contains 42103 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 50929 members 
Mstep: Class 10 contains 46405 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30010 members 
Mstep: Class 13 contains 42506 members 
Mstep: Class 14 contains 5166 members 
Mstep: Class 15 contains 4975 members 
Mstep: Class 16 contains 44630 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45982 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26914 members 
Mstep: Class 23 contains 35562 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24471 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 35953 members 
Mstep: Class 28 contains 39263 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53413 members 
Mstep: Class 31 contains 41674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156688.000000 Penalty: 103966.859375
Iteration 190Q: 32 clusters Score -1.371567e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42741 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 42165 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 51087 members 
Mstep: Class 10 contains 46488 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30036 members 
Mstep: Class 13 contains 42495 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 44834 members 
Mstep: Class 17 contains 46650 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45864 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26845 members 
Mstep: Class 23 contains 35983 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24343 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 35775 members 
Mstep: Class 28 contains 39167 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53424 members 
Mstep: Class 31 contains 41450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156480.000000 Penalty: 103966.859375
Iteration 191Q: 32 clusters Score -1.371565e+08 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42735 members 
Mstep: Class 4 contains 30688 members 
Mstep: Class 5 contains 42226 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 51229 members 
Mstep: Class 10 contains 46526 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30055 members 
Mstep: Class 13 contains 42488 members 
Mstep: Class 14 contains 5160 members 
Mstep: Class 15 contains 4972 members 
Mstep: Class 16 contains 44944 members 
Mstep: Class 17 contains 46663 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45776 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26790 members 
Mstep: Class 23 contains 36406 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24241 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 35577 members 
Mstep: Class 28 contains 39076 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53457 members 
Mstep: Class 31 contains 41238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156656.000000 Penalty: 103966.859375
Iteration 192Q: 32 clusters Score -1.371567e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42717 members 
Mstep: Class 4 contains 30482 members 
Mstep: Class 5 contains 42279 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 51391 members 
Mstep: Class 10 contains 46511 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30068 members 
Mstep: Class 13 contains 42498 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 4965 members 
Mstep: Class 16 contains 45024 members 
Mstep: Class 17 contains 46707 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45692 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26752 members 
Mstep: Class 23 contains 36836 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 24129 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 35399 members 
Mstep: Class 28 contains 38976 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53542 members 
Mstep: Class 31 contains 40998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156800.000000 Penalty: 103966.859375
Iteration 193Q: 32 clusters Score -1.371568e+08 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42687 members 
Mstep: Class 4 contains 30256 members 
Mstep: Class 5 contains 42370 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5432 members 
Mstep: Class 9 contains 51554 members 
Mstep: Class 10 contains 46482 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30072 members 
Mstep: Class 13 contains 42524 members 
Mstep: Class 14 contains 5142 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 45009 members 
Mstep: Class 17 contains 46755 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45608 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26708 members 
Mstep: Class 23 contains 37336 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23998 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 35173 members 
Mstep: Class 28 contains 38862 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53636 members 
Mstep: Class 31 contains 40751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156992.000000 Penalty: 103966.859375
Iteration 194Q: 32 clusters Score -1.37157e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42643 members 
Mstep: Class 4 contains 30017 members 
Mstep: Class 5 contains 42480 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5433 members 
Mstep: Class 9 contains 51666 members 
Mstep: Class 10 contains 46459 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30072 members 
Mstep: Class 13 contains 42556 members 
Mstep: Class 14 contains 5132 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 44961 members 
Mstep: Class 17 contains 46810 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45543 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26681 members 
Mstep: Class 23 contains 37820 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23897 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 34951 members 
Mstep: Class 28 contains 38765 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53742 members 
Mstep: Class 31 contains 40492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157648.000000 Penalty: 103966.859375
Iteration 195Q: 32 clusters Score -1.371576e+08 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42587 members 
Mstep: Class 4 contains 29817 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 51745 members 
Mstep: Class 10 contains 46369 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30084 members 
Mstep: Class 13 contains 42567 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 4960 members 
Mstep: Class 16 contains 44920 members 
Mstep: Class 17 contains 46858 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45482 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26637 members 
Mstep: Class 23 contains 38349 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23789 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 34760 members 
Mstep: Class 28 contains 38684 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53860 members 
Mstep: Class 31 contains 40222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158048.000000 Penalty: 103966.859375
Iteration 196Q: 32 clusters Score -1.37158e+08 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42550 members 
Mstep: Class 4 contains 29632 members 
Mstep: Class 5 contains 42538 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 51825 members 
Mstep: Class 10 contains 46204 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30099 members 
Mstep: Class 13 contains 42560 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 4951 members 
Mstep: Class 16 contains 44886 members 
Mstep: Class 17 contains 46931 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45430 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26592 members 
Mstep: Class 23 contains 38872 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23677 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 34616 members 
Mstep: Class 28 contains 38575 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53937 members 
Mstep: Class 31 contains 39959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158640.000000 Penalty: 103966.859375
Iteration 197Q: 32 clusters Score -1.371586e+08 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42520 members 
Mstep: Class 4 contains 29445 members 
Mstep: Class 5 contains 42523 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5426 members 
Mstep: Class 9 contains 51927 members 
Mstep: Class 10 contains 46029 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30113 members 
Mstep: Class 13 contains 42538 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 4948 members 
Mstep: Class 16 contains 44800 members 
Mstep: Class 17 contains 46974 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45388 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26553 members 
Mstep: Class 23 contains 39423 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23575 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 34400 members 
Mstep: Class 28 contains 38476 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53980 members 
Mstep: Class 31 contains 39748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159008.000000 Penalty: 103966.859375
Iteration 198Q: 32 clusters Score -1.37159e+08 nChanged 6055
Entering ConstructFrom: 
Score: -137159008.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (43322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Entering Unmasked Estep 
Score: -8121600.500000 Penalty: 2647.750977
	Iteration 0F: 2 clusters Score -8121600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -8092543.500000 Penalty: 5295.501953
	Iteration 0F: 3 clusters Score -8092544 nChanged 19902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8103646.000000 Penalty: 5295.501953
	Iteration 1F: 3 clusters Score -8103646 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -8104467.500000 Penalty: 5295.501953
	Iteration 2Q: 3 clusters Score -8104468 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8105645.500000 Penalty: 5295.501953
	Iteration 3F: 3 clusters Score -8105646 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -8107592.500000 Penalty: 5295.501953
	Iteration 4F: 3 clusters Score -8107592 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -8110504.500000 Penalty: 5295.501953
	Iteration 5F: 3 clusters Score -8110504 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8113764.000000 Penalty: 5295.501953
	Iteration 6F: 3 clusters Score -8113764 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8116584.000000 Penalty: 5295.501953
	Iteration 7F: 3 clusters Score -8116584 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -8118138.500000 Penalty: 5295.501953
	Iteration 8Q: 3 clusters Score -8118138 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8118832.000000 Penalty: 5295.501953
	Iteration 9Q: 3 clusters Score -8118832 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -8119087.000000 Penalty: 5295.501953
	Iteration 10Q: 3 clusters Score -8119087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -8119199.000000 Penalty: 5295.501953
	Iteration 11Q: 3 clusters Score -8119199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8119265.000000 Penalty: 5295.501953
	Iteration 12Q: 3 clusters Score -8119265 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8119314.500000 Penalty: 5295.501953
	Iteration 13Q: 3 clusters Score -8119314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8119330.500000 Penalty: 5295.501953
	Iteration 14Q: 3 clusters Score -8119330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -8119329.500000 Penalty: 5295.501953
	Iteration 15Q: 3 clusters Score -8119330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8119328.500000 Penalty: 5295.501953
	Iteration 16Q: 3 clusters Score -8119328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8119341.000000 Penalty: 5295.501953
	Iteration 17Q: 3 clusters Score -8119341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8119351.500000 Penalty: 5295.501953
	Iteration 18Q: 3 clusters Score -8119352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8119355.000000 Penalty: 5295.501953
	Iteration 19Q: 3 clusters Score -8119355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8119365.000000 Penalty: 5295.501953
	Iteration 20F: 3 clusters Score -8119365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8119369.000000 Penalty: 5295.501953
	Iteration 21Q: 3 clusters Score -8119369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8119373.500000 Penalty: 5295.501953
	Iteration 22Q: 3 clusters Score -8119374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8119368.000000 Penalty: 5295.501953
	Iteration 23Q: 3 clusters Score -8119368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8119368.000000 Penalty: 5295.501953
	Iteration 24F: 3 clusters Score -8119368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 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 148 members 
Entering Unmasked Estep 
Score: -66366.031250 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66366.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66474.976562 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66474.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66521.718750 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -66521.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66562.960938 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66562.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66605.007812 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66605.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66635.796875 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66635.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66652.687500 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66652.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66670.632812 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66670.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66688.382812 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -66688.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66700.218750 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -66700.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66707.179688 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -66707.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -66711.304688 Penalty: 2851.698975
	Iteration 11Q: 3 clusters Score -66711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -66711.304688 Penalty: 2851.698975
	Iteration 12F: 3 clusters Score -66711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Entering Unmasked Estep 
Score: -7922183.500000 Penalty: 2642.766846
	Iteration 0F: 2 clusters Score -7922184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -7893620.000000 Penalty: 5285.533691
	Iteration 0F: 3 clusters Score -7893620 nChanged 19434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -7904326.500000 Penalty: 5285.533691
	Iteration 1F: 3 clusters Score -7904326 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7905027.000000 Penalty: 5285.533691
	Iteration 2Q: 3 clusters Score -7905027 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -7905934.000000 Penalty: 5285.533691
	Iteration 3Q: 3 clusters Score -7905934 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -7906982.500000 Penalty: 5285.533691
	Iteration 4Q: 3 clusters Score -7906982 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -7908339.500000 Penalty: 5285.533691
	Iteration 5F: 3 clusters Score -7908340 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -7909928.500000 Penalty: 5285.533691
	Iteration 6F: 3 clusters Score -7909928 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -7911761.500000 Penalty: 5285.533691
	Iteration 7F: 3 clusters Score -7911762 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -7913783.500000 Penalty: 5285.533691
	Iteration 8F: 3 clusters Score -7913784 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -7915740.000000 Penalty: 5285.533691
	Iteration 9F: 3 clusters Score -7915740 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -7917136.500000 Penalty: 5285.533691
	Iteration 10Q: 3 clusters Score -7917136 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -7917981.000000 Penalty: 5285.533691
	Iteration 11Q: 3 clusters Score -7917981 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -7918699.500000 Penalty: 5285.533691
	Iteration 12Q: 3 clusters Score -7918700 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -7919210.500000 Penalty: 5285.533691
	Iteration 13Q: 3 clusters Score -7919210 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -7919614.500000 Penalty: 5285.533691
	Iteration 14Q: 3 clusters Score -7919614 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -7919940.000000 Penalty: 5285.533691
	Iteration 15Q: 3 clusters Score -7919940 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -7920117.000000 Penalty: 5285.533691
	Iteration 16Q: 3 clusters Score -7920117 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7920283.500000 Penalty: 5285.533691
	Iteration 17Q: 3 clusters Score -7920284 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -7920429.000000 Penalty: 5285.533691
	Iteration 18Q: 3 clusters Score -7920429 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7920528.500000 Penalty: 5285.533691
	Iteration 19Q: 3 clusters Score -7920528 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -7920603.000000 Penalty: 5285.533691
	Iteration 20F: 3 clusters Score -7920603 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -7920699.500000 Penalty: 5285.533691
	Iteration 21Q: 3 clusters Score -7920700 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -7920761.000000 Penalty: 5285.533691
	Iteration 22Q: 3 clusters Score -7920761 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -7920827.000000 Penalty: 5285.533691
	Iteration 23Q: 3 clusters Score -7920827 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -7920905.500000 Penalty: 5285.533691
	Iteration 24Q: 3 clusters Score -7920906 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -7920945.500000 Penalty: 5285.533691
	Iteration 25Q: 3 clusters Score -7920946 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -7920978.500000 Penalty: 5285.533691
	Iteration 26Q: 3 clusters Score -7920978 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -7921005.000000 Penalty: 5285.533691
	Iteration 27Q: 3 clusters Score -7921005 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7921041.500000 Penalty: 5285.533691
	Iteration 28Q: 3 clusters Score -7921042 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7921076.000000 Penalty: 5285.533691
	Iteration 29Q: 3 clusters Score -7921076 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -7921100.500000 Penalty: 5285.533691
	Iteration 30Q: 3 clusters Score -7921100 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7921101.500000 Penalty: 5285.533691
	Iteration 31Q: 3 clusters Score -7921102 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -7921141.000000 Penalty: 5285.533691
	Iteration 32Q: 3 clusters Score -7921141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7921153.500000 Penalty: 5285.533691
	Iteration 33Q: 3 clusters Score -7921154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -7921176.000000 Penalty: 5285.533691
	Iteration 34Q: 3 clusters Score -7921176 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7921196.000000 Penalty: 5285.533691
	Iteration 35Q: 3 clusters Score -7921196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7921196.500000 Penalty: 5285.533691
	Iteration 36Q: 3 clusters Score -7921196 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -7921225.500000 Penalty: 5285.533691
	Iteration 37Q: 3 clusters Score -7921226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -7921218.500000 Penalty: 5285.533691
	Iteration 38Q: 3 clusters Score -7921218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -7921219.500000 Penalty: 5285.533691
	Iteration 39Q: 3 clusters Score -7921220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -7921211.500000 Penalty: 5285.533691
	Iteration 40F: 3 clusters Score -7921212 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7921223.500000 Penalty: 5285.533691
	Iteration 41Q: 3 clusters Score -7921224 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7921231.500000 Penalty: 5285.533691
	Iteration 42Q: 3 clusters Score -7921232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7921236.500000 Penalty: 5285.533691
	Iteration 43Q: 3 clusters Score -7921236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -7921240.500000 Penalty: 5285.533691
	Iteration 44Q: 3 clusters Score -7921240 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7921246.500000 Penalty: 5285.533691
	Iteration 45Q: 3 clusters Score -7921246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -7921248.500000 Penalty: 5285.533691
	Iteration 46Q: 3 clusters Score -7921248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7921234.000000 Penalty: 5285.533691
	Iteration 47Q: 3 clusters Score -7921234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7921236.000000 Penalty: 5285.533691
	Iteration 48Q: 3 clusters Score -7921236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7921234.000000 Penalty: 5285.533691
	Iteration 49Q: 3 clusters Score -7921234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7921233.500000 Penalty: 5285.533691
	Iteration 50Q: 3 clusters Score -7921234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
Score: -7921242.000000 Penalty: 5285.533691
	Iteration 51Q: 3 clusters Score -7921242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7921231.000000 Penalty: 5285.533691
	Iteration 52Q: 3 clusters Score -7921231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 39210 members 
Entering Unmasked Estep 
Score: -7921225.500000 Penalty: 5285.533691
	Iteration 53Q: 3 clusters Score -7921226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -7921236.500000 Penalty: 5285.533691
	Iteration 54Q: 3 clusters Score -7921236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 39245 members 
Entering Unmasked Estep 
Score: -7921234.000000 Penalty: 5285.533691
	Iteration 55Q: 3 clusters Score -7921234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 39262 members 
Entering Unmasked Estep 
Score: -7921221.000000 Penalty: 5285.533691
	Iteration 56Q: 3 clusters Score -7921221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7921227.500000 Penalty: 5285.533691
	Iteration 57Q: 3 clusters Score -7921228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -7921238.000000 Penalty: 5285.533691
	Iteration 58Q: 3 clusters Score -7921238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -7921234.000000 Penalty: 5285.533691
	Iteration 59Q: 3 clusters Score -7921234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -7921239.000000 Penalty: 5285.533691
	Iteration 60F: 3 clusters Score -7921239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7921241.500000 Penalty: 5285.533691
	Iteration 61Q: 3 clusters Score -7921242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7921238.500000 Penalty: 5285.533691
	Iteration 62Q: 3 clusters Score -7921238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -7921231.000000 Penalty: 5285.533691
	Iteration 63Q: 3 clusters Score -7921231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7921238.000000 Penalty: 5285.533691
	Iteration 64Q: 3 clusters Score -7921238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -7921224.500000 Penalty: 5285.533691
	Iteration 65Q: 3 clusters Score -7921224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7921229.500000 Penalty: 5285.533691
	Iteration 66Q: 3 clusters Score -7921230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7921223.500000 Penalty: 5285.533691
	Iteration 67Q: 3 clusters Score -7921224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7921232.000000 Penalty: 5285.533691
	Iteration 68Q: 3 clusters Score -7921232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7921225.000000 Penalty: 5285.533691
	Iteration 69Q: 3 clusters Score -7921225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7921219.500000 Penalty: 5285.533691
	Iteration 70Q: 3 clusters Score -7921220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7921221.500000 Penalty: 5285.533691
	Iteration 71Q: 3 clusters Score -7921222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -7921224.000000 Penalty: 5285.533691
	Iteration 72Q: 3 clusters Score -7921224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7921220.500000 Penalty: 5285.533691
	Iteration 73Q: 3 clusters Score -7921220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -7921218.500000 Penalty: 5285.533691
	Iteration 74Q: 3 clusters Score -7921218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7921215.500000 Penalty: 5285.533691
	Iteration 75Q: 3 clusters Score -7921216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7921214.000000 Penalty: 5285.533691
	Iteration 76Q: 3 clusters Score -7921214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7921214.000000 Penalty: 5285.533691
	Iteration 77F: 3 clusters Score -7921214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Entering Unmasked Estep 
Score: -5460870.500000 Penalty: 2550.629639
	Iteration 0F: 2 clusters Score -5460870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5440874.500000 Penalty: 5101.259277
	Iteration 0F: 3 clusters Score -5440874 nChanged 13120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5447945.500000 Penalty: 5101.259277
	Iteration 1F: 3 clusters Score -5447946 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5448469.000000 Penalty: 5101.259277
	Iteration 2Q: 3 clusters Score -5448469 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5449071.000000 Penalty: 5101.259277
	Iteration 3Q: 3 clusters Score -5449071 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -5449814.000000 Penalty: 5101.259277
	Iteration 4F: 3 clusters Score -5449814 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5450751.500000 Penalty: 5101.259277
	Iteration 5F: 3 clusters Score -5450752 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -5451859.000000 Penalty: 5101.259277
	Iteration 6F: 3 clusters Score -5451859 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -5453155.000000 Penalty: 5101.259277
	Iteration 7F: 3 clusters Score -5453155 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -5454575.500000 Penalty: 5101.259277
	Iteration 8F: 3 clusters Score -5454576 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -5455993.500000 Penalty: 5101.259277
	Iteration 9F: 3 clusters Score -5455994 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -5456892.000000 Penalty: 5101.259277
	Iteration 10Q: 3 clusters Score -5456892 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -5457324.500000 Penalty: 5101.259277
	Iteration 11Q: 3 clusters Score -5457324 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5457561.000000 Penalty: 5101.259277
	Iteration 12Q: 3 clusters Score -5457561 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5457693.500000 Penalty: 5101.259277
	Iteration 13Q: 3 clusters Score -5457694 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5457771.000000 Penalty: 5101.259277
	Iteration 14Q: 3 clusters Score -5457771 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -5457873.500000 Penalty: 5101.259277
	Iteration 15Q: 3 clusters Score -5457874 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5457941.500000 Penalty: 5101.259277
	Iteration 16Q: 3 clusters Score -5457942 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -5457994.000000 Penalty: 5101.259277
	Iteration 17Q: 3 clusters Score -5457994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -5458053.000000 Penalty: 5101.259277
	Iteration 18Q: 3 clusters Score -5458053 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5458083.500000 Penalty: 5101.259277
	Iteration 19Q: 3 clusters Score -5458084 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -5458146.500000 Penalty: 5101.259277
	Iteration 20F: 3 clusters Score -5458146 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5458191.000000 Penalty: 5101.259277
	Iteration 21Q: 3 clusters Score -5458191 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -5458257.500000 Penalty: 5101.259277
	Iteration 22Q: 3 clusters Score -5458258 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -5458306.500000 Penalty: 5101.259277
	Iteration 23Q: 3 clusters Score -5458306 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -5458350.500000 Penalty: 5101.259277
	Iteration 24Q: 3 clusters Score -5458350 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -5458362.000000 Penalty: 5101.259277
	Iteration 25Q: 3 clusters Score -5458362 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -5458393.500000 Penalty: 5101.259277
	Iteration 26Q: 3 clusters Score -5458394 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -5458421.500000 Penalty: 5101.259277
	Iteration 27Q: 3 clusters Score -5458422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -5458437.000000 Penalty: 5101.259277
	Iteration 28Q: 3 clusters Score -5458437 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5458465.500000 Penalty: 5101.259277
	Iteration 29Q: 3 clusters Score -5458466 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5458504.000000 Penalty: 5101.259277
	Iteration 30Q: 3 clusters Score -5458504 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -5458542.000000 Penalty: 5101.259277
	Iteration 31Q: 3 clusters Score -5458542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5458564.500000 Penalty: 5101.259277
	Iteration 32Q: 3 clusters Score -5458564 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5458598.500000 Penalty: 5101.259277
	Iteration 33Q: 3 clusters Score -5458598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -5458628.500000 Penalty: 5101.259277
	Iteration 34Q: 3 clusters Score -5458628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5458633.000000 Penalty: 5101.259277
	Iteration 35Q: 3 clusters Score -5458633 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -5458656.500000 Penalty: 5101.259277
	Iteration 36Q: 3 clusters Score -5458656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5458669.000000 Penalty: 5101.259277
	Iteration 37Q: 3 clusters Score -5458669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5458683.000000 Penalty: 5101.259277
	Iteration 38Q: 3 clusters Score -5458683 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -5458703.500000 Penalty: 5101.259277
	Iteration 39Q: 3 clusters Score -5458704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -5458713.000000 Penalty: 5101.259277
	Iteration 40F: 3 clusters Score -5458713 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5458743.000000 Penalty: 5101.259277
	Iteration 41Q: 3 clusters Score -5458743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -5458759.500000 Penalty: 5101.259277
	Iteration 42Q: 3 clusters Score -5458760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -5458765.500000 Penalty: 5101.259277
	Iteration 43Q: 3 clusters Score -5458766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5458778.500000 Penalty: 5101.259277
	Iteration 44Q: 3 clusters Score -5458778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -5458786.500000 Penalty: 5101.259277
	Iteration 45Q: 3 clusters Score -5458786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -5458793.000000 Penalty: 5101.259277
	Iteration 46Q: 3 clusters Score -5458793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5458808.500000 Penalty: 5101.259277
	Iteration 47Q: 3 clusters Score -5458808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -5458818.500000 Penalty: 5101.259277
	Iteration 48Q: 3 clusters Score -5458818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5458835.000000 Penalty: 5101.259277
	Iteration 49Q: 3 clusters Score -5458835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5458840.000000 Penalty: 5101.259277
	Iteration 50Q: 3 clusters Score -5458840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -5458856.500000 Penalty: 5101.259277
	Iteration 51Q: 3 clusters Score -5458856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5458867.500000 Penalty: 5101.259277
	Iteration 52Q: 3 clusters Score -5458868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5458879.000000 Penalty: 5101.259277
	Iteration 53Q: 3 clusters Score -5458879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5458895.000000 Penalty: 5101.259277
	Iteration 54Q: 3 clusters Score -5458895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5458901.000000 Penalty: 5101.259277
	Iteration 55Q: 3 clusters Score -5458901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5458898.500000 Penalty: 5101.259277
	Iteration 56Q: 3 clusters Score -5458898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -5458910.500000 Penalty: 5101.259277
	Iteration 57Q: 3 clusters Score -5458910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -5458909.000000 Penalty: 5101.259277
	Iteration 58Q: 3 clusters Score -5458909 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -5458928.500000 Penalty: 5101.259277
	Iteration 59Q: 3 clusters Score -5458928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -5458937.000000 Penalty: 5101.259277
	Iteration 60F: 3 clusters Score -5458937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5458951.000000 Penalty: 5101.259277
	Iteration 61Q: 3 clusters Score -5458951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -5458958.000000 Penalty: 5101.259277
	Iteration 62Q: 3 clusters Score -5458958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -5458953.500000 Penalty: 5101.259277
	Iteration 63Q: 3 clusters Score -5458954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -5458959.500000 Penalty: 5101.259277
	Iteration 64Q: 3 clusters Score -5458960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -5458966.000000 Penalty: 5101.259277
	Iteration 65Q: 3 clusters Score -5458966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -5458966.500000 Penalty: 5101.259277
	Iteration 66Q: 3 clusters Score -5458966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -5458969.500000 Penalty: 5101.259277
	Iteration 67Q: 3 clusters Score -5458970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -5458965.500000 Penalty: 5101.259277
	Iteration 68Q: 3 clusters Score -5458966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -5458969.000000 Penalty: 5101.259277
	Iteration 69Q: 3 clusters Score -5458969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -5458966.000000 Penalty: 5101.259277
	Iteration 70Q: 3 clusters Score -5458966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5458964.500000 Penalty: 5101.259277
	Iteration 71Q: 3 clusters Score -5458964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5458965.500000 Penalty: 5101.259277
	Iteration 72Q: 3 clusters Score -5458966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5458967.000000 Penalty: 5101.259277
	Iteration 73Q: 3 clusters Score -5458967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -5458973.500000 Penalty: 5101.259277
	Iteration 74Q: 3 clusters Score -5458974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5458976.000000 Penalty: 5101.259277
	Iteration 75Q: 3 clusters Score -5458976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5458970.500000 Penalty: 5101.259277
	Iteration 76Q: 3 clusters Score -5458970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5458972.500000 Penalty: 5101.259277
	Iteration 77Q: 3 clusters Score -5458972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5458975.500000 Penalty: 5101.259277
	Iteration 78Q: 3 clusters Score -5458976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -5458970.000000 Penalty: 5101.259277
	Iteration 79Q: 3 clusters Score -5458970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -5458974.500000 Penalty: 5101.259277
	Iteration 80F: 3 clusters Score -5458974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5458973.000000 Penalty: 5101.259277
	Iteration 81Q: 3 clusters Score -5458973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -5458975.000000 Penalty: 5101.259277
	Iteration 82Q: 3 clusters Score -5458975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5458977.000000 Penalty: 5101.259277
	Iteration 83Q: 3 clusters Score -5458977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5458969.500000 Penalty: 5101.259277
	Iteration 84Q: 3 clusters Score -5458970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -5458969.500000 Penalty: 5101.259277
	Iteration 85F: 3 clusters Score -5458970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Entering Unmasked Estep 
Score: -7872334.500000 Penalty: 2642.924561
	Iteration 0F: 2 clusters Score -7872334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -7843713.500000 Penalty: 5285.849121
	Iteration 0F: 3 clusters Score -7843714 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7854592.500000 Penalty: 5285.849121
	Iteration 1F: 3 clusters Score -7854592 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7855185.500000 Penalty: 5285.849121
	Iteration 2Q: 3 clusters Score -7855186 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -7855857.000000 Penalty: 5285.849121
	Iteration 3Q: 3 clusters Score -7855857 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -7856629.000000 Penalty: 5285.849121
	Iteration 4Q: 3 clusters Score -7856629 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -7857565.000000 Penalty: 5285.849121
	Iteration 5Q: 3 clusters Score -7857565 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -7858621.500000 Penalty: 5285.849121
	Iteration 6Q: 3 clusters Score -7858622 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -7859830.000000 Penalty: 5285.849121
	Iteration 7F: 3 clusters Score -7859830 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -7861259.000000 Penalty: 5285.849121
	Iteration 8F: 3 clusters Score -7861259 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -7862717.000000 Penalty: 5285.849121
	Iteration 9F: 3 clusters Score -7862717 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -7864034.000000 Penalty: 5285.849121
	Iteration 10F: 3 clusters Score -7864034 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7864984.000000 Penalty: 5285.849121
	Iteration 11Q: 3 clusters Score -7864984 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -7865585.000000 Penalty: 5285.849121
	Iteration 12Q: 3 clusters Score -7865585 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7865991.500000 Penalty: 5285.849121
	Iteration 13Q: 3 clusters Score -7865992 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -7866352.000000 Penalty: 5285.849121
	Iteration 14Q: 3 clusters Score -7866352 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -7866698.500000 Penalty: 5285.849121
	Iteration 15Q: 3 clusters Score -7866698 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -7867101.500000 Penalty: 5285.849121
	Iteration 16Q: 3 clusters Score -7867102 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -7867470.000000 Penalty: 5285.849121
	Iteration 17Q: 3 clusters Score -7867470 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -7867870.000000 Penalty: 5285.849121
	Iteration 18Q: 3 clusters Score -7867870 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -7868189.500000 Penalty: 5285.849121
	Iteration 19Q: 3 clusters Score -7868190 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -7868440.000000 Penalty: 5285.849121
	Iteration 20F: 3 clusters Score -7868440 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -7868691.500000 Penalty: 5285.849121
	Iteration 21Q: 3 clusters Score -7868692 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -7868909.500000 Penalty: 5285.849121
	Iteration 22Q: 3 clusters Score -7868910 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -7869098.500000 Penalty: 5285.849121
	Iteration 23Q: 3 clusters Score -7869098 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7869216.000000 Penalty: 5285.849121
	Iteration 24Q: 3 clusters Score -7869216 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -7869399.000000 Penalty: 5285.849121
	Iteration 25Q: 3 clusters Score -7869399 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7869526.000000 Penalty: 5285.849121
	Iteration 26Q: 3 clusters Score -7869526 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -7869637.000000 Penalty: 5285.849121
	Iteration 27Q: 3 clusters Score -7869637 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7869703.500000 Penalty: 5285.849121
	Iteration 28Q: 3 clusters Score -7869704 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -7869767.000000 Penalty: 5285.849121
	Iteration 29Q: 3 clusters Score -7869767 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -7869852.500000 Penalty: 5285.849121
	Iteration 30Q: 3 clusters Score -7869852 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -7869923.000000 Penalty: 5285.849121
	Iteration 31Q: 3 clusters Score -7869923 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -7869978.000000 Penalty: 5285.849121
	Iteration 32Q: 3 clusters Score -7869978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7870010.500000 Penalty: 5285.849121
	Iteration 33Q: 3 clusters Score -7870010 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -7870051.500000 Penalty: 5285.849121
	Iteration 34Q: 3 clusters Score -7870052 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -7870089.500000 Penalty: 5285.849121
	Iteration 35Q: 3 clusters Score -7870090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -7870126.500000 Penalty: 5285.849121
	Iteration 36Q: 3 clusters Score -7870126 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -7870162.000000 Penalty: 5285.849121
	Iteration 37Q: 3 clusters Score -7870162 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -7870166.500000 Penalty: 5285.849121
	Iteration 38Q: 3 clusters Score -7870166 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7870176.000000 Penalty: 5285.849121
	Iteration 39Q: 3 clusters Score -7870176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7870197.500000 Penalty: 5285.849121
	Iteration 40F: 3 clusters Score -7870198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -7870187.500000 Penalty: 5285.849121
	Iteration 41Q: 3 clusters Score -7870188 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7870226.000000 Penalty: 5285.849121
	Iteration 42Q: 3 clusters Score -7870226 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7870235.500000 Penalty: 5285.849121
	Iteration 43Q: 3 clusters Score -7870236 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
Score: -7870250.500000 Penalty: 5285.849121
	Iteration 44Q: 3 clusters Score -7870250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7870249.500000 Penalty: 5285.849121
	Iteration 45Q: 3 clusters Score -7870250 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -7870301.000000 Penalty: 5285.849121
	Iteration 46Q: 3 clusters Score -7870301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -7870299.500000 Penalty: 5285.849121
	Iteration 47Q: 3 clusters Score -7870300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7870312.500000 Penalty: 5285.849121
	Iteration 48Q: 3 clusters Score -7870312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7870320.500000 Penalty: 5285.849121
	Iteration 49Q: 3 clusters Score -7870320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -7870317.000000 Penalty: 5285.849121
	Iteration 50Q: 3 clusters Score -7870317 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7870328.500000 Penalty: 5285.849121
	Iteration 51Q: 3 clusters Score -7870328 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7870323.500000 Penalty: 5285.849121
	Iteration 52Q: 3 clusters Score -7870324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -7870327.000000 Penalty: 5285.849121
	Iteration 53Q: 3 clusters Score -7870327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7870335.000000 Penalty: 5285.849121
	Iteration 54Q: 3 clusters Score -7870335 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7870354.500000 Penalty: 5285.849121
	Iteration 55Q: 3 clusters Score -7870354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7870349.500000 Penalty: 5285.849121
	Iteration 56Q: 3 clusters Score -7870350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7870369.000000 Penalty: 5285.849121
	Iteration 57Q: 3 clusters Score -7870369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7870377.000000 Penalty: 5285.849121
	Iteration 58Q: 3 clusters Score -7870377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7870393.500000 Penalty: 5285.849121
	Iteration 59Q: 3 clusters Score -7870394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7870393.500000 Penalty: 5285.849121
	Iteration 60F: 3 clusters Score -7870394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -7870406.000000 Penalty: 5285.849121
	Iteration 61Q: 3 clusters Score -7870406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7870410.000000 Penalty: 5285.849121
	Iteration 62Q: 3 clusters Score -7870410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -7870430.500000 Penalty: 5285.849121
	Iteration 63Q: 3 clusters Score -7870430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -7870430.000000 Penalty: 5285.849121
	Iteration 64Q: 3 clusters Score -7870430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -7870430.500000 Penalty: 5285.849121
	Iteration 65Q: 3 clusters Score -7870430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7870432.000000 Penalty: 5285.849121
	Iteration 66Q: 3 clusters Score -7870432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7870440.000000 Penalty: 5285.849121
	Iteration 67Q: 3 clusters Score -7870440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7870429.500000 Penalty: 5285.849121
	Iteration 68Q: 3 clusters Score -7870430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -7870445.000000 Penalty: 5285.849121
	Iteration 69Q: 3 clusters Score -7870445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -7870446.000000 Penalty: 5285.849121
	Iteration 70Q: 3 clusters Score -7870446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -7870432.500000 Penalty: 5285.849121
	Iteration 71Q: 3 clusters Score -7870432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -7870449.500000 Penalty: 5285.849121
	Iteration 72Q: 3 clusters Score -7870450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7870438.000000 Penalty: 5285.849121
	Iteration 73Q: 3 clusters Score -7870438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7870444.000000 Penalty: 5285.849121
	Iteration 74Q: 3 clusters Score -7870444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7870447.500000 Penalty: 5285.849121
	Iteration 75Q: 3 clusters Score -7870448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7870440.000000 Penalty: 5285.849121
	Iteration 76Q: 3 clusters Score -7870440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7870449.500000 Penalty: 5285.849121
	Iteration 77Q: 3 clusters Score -7870450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7870449.000000 Penalty: 5285.849121
	Iteration 78Q: 3 clusters Score -7870449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7870449.000000 Penalty: 5285.849121
	Iteration 79F: 3 clusters Score -7870449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -92316.640625 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92316.64 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -92605.179688 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92605.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92700.679688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92700.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92780.648438 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -92780.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92817.273438 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92817.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92843.015625 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92843.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92867.148438 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92867.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92896.320312 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92896.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -92919.867188 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92919.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -92939.476562 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -92939.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -92962.640625 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -92962.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -92990.742188 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -92990.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -92996.257812 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -92996.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93000.507812 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -93000.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93004.851562 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -93004.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93004.851562 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -93004.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -183299.406250 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -183299.4 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 529 members 
Entering Unmasked Estep 
Score: -181344.812500 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -181344.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -181656.718750 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -181656.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181785.109375 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -181785.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -181899.968750 Penalty: 3450.918701
	Iteration 3Q: 3 clusters Score -181900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -181971.968750 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -181972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -182025.296875 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -182025.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -182059.421875 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -182059.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -182098.000000 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -182098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -182124.328125 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -182124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -182148.687500 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -182148.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -182164.921875 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -182164.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -182174.140625 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -182174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -182186.390625 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -182186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -182192.328125 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -182192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -182195.390625 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -182195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -182197.625000 Penalty: 3450.918701
	Iteration 15Q: 3 clusters Score -182197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -182200.312500 Penalty: 3450.918701
	Iteration 16Q: 3 clusters Score -182200.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -182203.406250 Penalty: 3450.918701
	Iteration 17Q: 3 clusters Score -182203.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -182208.046875 Penalty: 3450.918701
	Iteration 18Q: 3 clusters Score -182208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -182211.468750 Penalty: 3450.918701
	Iteration 19Q: 3 clusters Score -182211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182212.015625 Penalty: 3450.918701
	Iteration 20F: 3 clusters Score -182212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -182213.250000 Penalty: 3450.918701
	Iteration 21Q: 3 clusters Score -182213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182215.015625 Penalty: 3450.918701
	Iteration 22Q: 3 clusters Score -182215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182215.015625 Penalty: 3450.918701
	Iteration 23F: 3 clusters Score -182215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Entering Unmasked Estep 
Score: -1012507.312500 Penalty: 2132.724121
	Iteration 0F: 2 clusters Score -1012507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1007752.937500 Penalty: 4265.448242
	Iteration 0F: 3 clusters Score -1007753 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1008872.875000 Penalty: 4265.448242
	Iteration 1F: 3 clusters Score -1008873 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1009083.375000 Penalty: 4265.448242
	Iteration 2F: 3 clusters Score -1009083 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1009194.437500 Penalty: 4265.448242
	Iteration 3Q: 3 clusters Score -1009194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1009280.937500 Penalty: 4265.448242
	Iteration 4Q: 3 clusters Score -1009281 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1009346.750000 Penalty: 4265.448242
	Iteration 5Q: 3 clusters Score -1009347 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1009400.750000 Penalty: 4265.448242
	Iteration 6Q: 3 clusters Score -1009401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1009431.125000 Penalty: 4265.448242
	Iteration 7Q: 3 clusters Score -1009431 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1009454.437500 Penalty: 4265.448242
	Iteration 8Q: 3 clusters Score -1009454 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1009485.187500 Penalty: 4265.448242
	Iteration 9Q: 3 clusters Score -1009485 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1009513.375000 Penalty: 4265.448242
	Iteration 10Q: 3 clusters Score -1009513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1009537.625000 Penalty: 4265.448242
	Iteration 11Q: 3 clusters Score -1009538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1009563.187500 Penalty: 4265.448242
	Iteration 12Q: 3 clusters Score -1009563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1009584.312500 Penalty: 4265.448242
	Iteration 13Q: 3 clusters Score -1009584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1009611.187500 Penalty: 4265.448242
	Iteration 14Q: 3 clusters Score -1009611 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1009641.812500 Penalty: 4265.448242
	Iteration 15Q: 3 clusters Score -1009642 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1009676.437500 Penalty: 4265.448242
	Iteration 16Q: 3 clusters Score -1009676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1009707.937500 Penalty: 4265.448242
	Iteration 17Q: 3 clusters Score -1009708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1009741.062500 Penalty: 4265.448242
	Iteration 18Q: 3 clusters Score -1009741 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1009777.687500 Penalty: 4265.448242
	Iteration 19Q: 3 clusters Score -1009778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1009816.437500 Penalty: 4265.448242
	Iteration 20F: 3 clusters Score -1009816 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1009851.250000 Penalty: 4265.448242
	Iteration 21Q: 3 clusters Score -1009851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1009884.500000 Penalty: 4265.448242
	Iteration 22Q: 3 clusters Score -1009884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1009918.125000 Penalty: 4265.448242
	Iteration 23Q: 3 clusters Score -1009918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1009946.062500 Penalty: 4265.448242
	Iteration 24Q: 3 clusters Score -1009946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1009973.187500 Penalty: 4265.448242
	Iteration 25Q: 3 clusters Score -1009973 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1010001.562500 Penalty: 4265.448242
	Iteration 26Q: 3 clusters Score -1010002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1010034.687500 Penalty: 4265.448242
	Iteration 27Q: 3 clusters Score -1010035 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1010074.125000 Penalty: 4265.448242
	Iteration 28Q: 3 clusters Score -1010074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1010112.125000 Penalty: 4265.448242
	Iteration 29Q: 3 clusters Score -1010112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1010149.312500 Penalty: 4265.448242
	Iteration 30Q: 3 clusters Score -1010149 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1010186.750000 Penalty: 4265.448242
	Iteration 31Q: 3 clusters Score -1010187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1010221.875000 Penalty: 4265.448242
	Iteration 32Q: 3 clusters Score -1010222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1010259.250000 Penalty: 4265.448242
	Iteration 33Q: 3 clusters Score -1010259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1010292.500000 Penalty: 4265.448242
	Iteration 34Q: 3 clusters Score -1010292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1010323.437500 Penalty: 4265.448242
	Iteration 35Q: 3 clusters Score -1010323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1010354.125000 Penalty: 4265.448242
	Iteration 36Q: 3 clusters Score -1010354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1010389.937500 Penalty: 4265.448242
	Iteration 37Q: 3 clusters Score -1010390 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1010424.812500 Penalty: 4265.448242
	Iteration 38Q: 3 clusters Score -1010425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1010456.125000 Penalty: 4265.448242
	Iteration 39Q: 3 clusters Score -1010456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1010484.562500 Penalty: 4265.448242
	Iteration 40F: 3 clusters Score -1010485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1010505.687500 Penalty: 4265.448242
	Iteration 41Q: 3 clusters Score -1010506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1010522.812500 Penalty: 4265.448242
	Iteration 42Q: 3 clusters Score -1010523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1010534.687500 Penalty: 4265.448242
	Iteration 43Q: 3 clusters Score -1010535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1010542.875000 Penalty: 4265.448242
	Iteration 44Q: 3 clusters Score -1010543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1010547.687500 Penalty: 4265.448242
	Iteration 45Q: 3 clusters Score -1010548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1010554.000000 Penalty: 4265.448242
	Iteration 46Q: 3 clusters Score -1010554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1010560.625000 Penalty: 4265.448242
	Iteration 47Q: 3 clusters Score -1010561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1010567.062500 Penalty: 4265.448242
	Iteration 48Q: 3 clusters Score -1010567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1010576.062500 Penalty: 4265.448242
	Iteration 49Q: 3 clusters Score -1010576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1010584.625000 Penalty: 4265.448242
	Iteration 50Q: 3 clusters Score -1010585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1010590.625000 Penalty: 4265.448242
	Iteration 51Q: 3 clusters Score -1010591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1010597.687500 Penalty: 4265.448242
	Iteration 52Q: 3 clusters Score -1010598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1010599.187500 Penalty: 4265.448242
	Iteration 53Q: 3 clusters Score -1010599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1010601.250000 Penalty: 4265.448242
	Iteration 54Q: 3 clusters Score -1010601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1010604.875000 Penalty: 4265.448242
	Iteration 55Q: 3 clusters Score -1010605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1010606.250000 Penalty: 4265.448242
	Iteration 56Q: 3 clusters Score -1010606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1010608.000000 Penalty: 4265.448242
	Iteration 57Q: 3 clusters Score -1010608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1010612.437500 Penalty: 4265.448242
	Iteration 58Q: 3 clusters Score -1010612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1010614.875000 Penalty: 4265.448242
	Iteration 59Q: 3 clusters Score -1010615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1010618.750000 Penalty: 4265.448242
	Iteration 60F: 3 clusters Score -1010619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1010621.062500 Penalty: 4265.448242
	Iteration 61Q: 3 clusters Score -1010621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1010624.812500 Penalty: 4265.448242
	Iteration 62Q: 3 clusters Score -1010625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1010624.812500 Penalty: 4265.448242
	Iteration 63F: 3 clusters Score -1010625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Entering Unmasked Estep 
Score: -9774074.000000 Penalty: 2693.193848
	Iteration 0F: 2 clusters Score -9774074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -9742572.000000 Penalty: 5386.387695
	Iteration 0F: 3 clusters Score -9742572 nChanged 24182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9756015.000000 Penalty: 5386.387695
	Iteration 1F: 3 clusters Score -9756015 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -9756697.000000 Penalty: 5386.387695
	Iteration 2Q: 3 clusters Score -9756697 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -9757495.000000 Penalty: 5386.387695
	Iteration 3Q: 3 clusters Score -9757495 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -9758335.000000 Penalty: 5386.387695
	Iteration 4Q: 3 clusters Score -9758335 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -9759529.000000 Penalty: 5386.387695
	Iteration 5Q: 3 clusters Score -9759529 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -9761221.000000 Penalty: 5386.387695
	Iteration 6F: 3 clusters Score -9761221 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -9763315.000000 Penalty: 5386.387695
	Iteration 7F: 3 clusters Score -9763315 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -9765787.000000 Penalty: 5386.387695
	Iteration 8F: 3 clusters Score -9765787 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -9767683.000000 Penalty: 5386.387695
	Iteration 9F: 3 clusters Score -9767683 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -9769077.000000 Penalty: 5386.387695
	Iteration 10F: 3 clusters Score -9769077 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9770148.000000 Penalty: 5386.387695
	Iteration 11Q: 3 clusters Score -9770148 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9771156.000000 Penalty: 5386.387695
	Iteration 12Q: 3 clusters Score -9771156 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9771417.000000 Penalty: 5386.387695
	Iteration 13Q: 3 clusters Score -9771417 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9771596.000000 Penalty: 5386.387695
	Iteration 14Q: 3 clusters Score -9771596 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9771736.000000 Penalty: 5386.387695
	Iteration 15Q: 3 clusters Score -9771736 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9771781.000000 Penalty: 5386.387695
	Iteration 16Q: 3 clusters Score -9771781 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9771796.000000 Penalty: 5386.387695
	Iteration 17Q: 3 clusters Score -9771796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9771847.000000 Penalty: 5386.387695
	Iteration 18Q: 3 clusters Score -9771847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9771867.000000 Penalty: 5386.387695
	Iteration 19Q: 3 clusters Score -9771867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9771879.000000 Penalty: 5386.387695
	Iteration 20F: 3 clusters Score -9771879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9771904.000000 Penalty: 5386.387695
	Iteration 21Q: 3 clusters Score -9771904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51616 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9771909.000000 Penalty: 5386.387695
	Iteration 22Q: 3 clusters Score -9771909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9771908.000000 Penalty: 5386.387695
	Iteration 23Q: 3 clusters Score -9771908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9771920.000000 Penalty: 5386.387695
	Iteration 24Q: 3 clusters Score -9771920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9771932.000000 Penalty: 5386.387695
	Iteration 25Q: 3 clusters Score -9771932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9771933.000000 Penalty: 5386.387695
	Iteration 26Q: 3 clusters Score -9771933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9771923.000000 Penalty: 5386.387695
	Iteration 27Q: 3 clusters Score -9771923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9771923.000000 Penalty: 5386.387695
	Iteration 28Q: 3 clusters Score -9771923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9771937.000000 Penalty: 5386.387695
	Iteration 29Q: 3 clusters Score -9771937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9771936.000000 Penalty: 5386.387695
	Iteration 30Q: 3 clusters Score -9771936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9771936.000000 Penalty: 5386.387695
	Iteration 31F: 3 clusters Score -9771936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Entering Unmasked Estep 
Score: -8624582.000000 Penalty: 2660.933105
	Iteration 0F: 2 clusters Score -8624582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8594405.000000 Penalty: 5321.866211
	Iteration 0F: 3 clusters Score -8594405 nChanged 21100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -8606146.000000 Penalty: 5321.866211
	Iteration 1F: 3 clusters Score -8606146 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -8606685.000000 Penalty: 5321.866211
	Iteration 2Q: 3 clusters Score -8606685 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -8607228.000000 Penalty: 5321.866211
	Iteration 3Q: 3 clusters Score -8607228 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -8607682.000000 Penalty: 5321.866211
	Iteration 4Q: 3 clusters Score -8607682 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8608233.000000 Penalty: 5321.866211
	Iteration 5Q: 3 clusters Score -8608233 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -8609019.000000 Penalty: 5321.866211
	Iteration 6Q: 3 clusters Score -8609019 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -8610034.000000 Penalty: 5321.866211
	Iteration 7Q: 3 clusters Score -8610034 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -8611662.000000 Penalty: 5321.866211
	Iteration 8F: 3 clusters Score -8611662 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -8613519.000000 Penalty: 5321.866211
	Iteration 9F: 3 clusters Score -8613519 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -8615491.000000 Penalty: 5321.866211
	Iteration 10F: 3 clusters Score -8615491 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -8617435.000000 Penalty: 5321.866211
	Iteration 11F: 3 clusters Score -8617435 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -8619007.000000 Penalty: 5321.866211
	Iteration 12Q: 3 clusters Score -8619007 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8620294.000000 Penalty: 5321.866211
	Iteration 13Q: 3 clusters Score -8620294 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8621174.000000 Penalty: 5321.866211
	Iteration 14Q: 3 clusters Score -8621174 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8621679.000000 Penalty: 5321.866211
	Iteration 15Q: 3 clusters Score -8621679 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8621947.000000 Penalty: 5321.866211
	Iteration 16Q: 3 clusters Score -8621947 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8622108.000000 Penalty: 5321.866211
	Iteration 17Q: 3 clusters Score -8622108 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8622189.000000 Penalty: 5321.866211
	Iteration 18Q: 3 clusters Score -8622189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8622230.000000 Penalty: 5321.866211
	Iteration 19Q: 3 clusters Score -8622230 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45321 members 
Entering Unmasked Estep 
Score: -8622266.000000 Penalty: 5321.866211
	Iteration 20F: 3 clusters Score -8622266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8622279.000000 Penalty: 5321.866211
	Iteration 21Q: 3 clusters Score -8622279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8622298.000000 Penalty: 5321.866211
	Iteration 22Q: 3 clusters Score -8622298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8622313.000000 Penalty: 5321.866211
	Iteration 23Q: 3 clusters Score -8622313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -8622324.000000 Penalty: 5321.866211
	Iteration 24Q: 3 clusters Score -8622324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8622335.000000 Penalty: 5321.866211
	Iteration 25Q: 3 clusters Score -8622335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -8622338.000000 Penalty: 5321.866211
	Iteration 26Q: 3 clusters Score -8622338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8622341.000000 Penalty: 5321.866211
	Iteration 27Q: 3 clusters Score -8622341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8622348.000000 Penalty: 5321.866211
	Iteration 28Q: 3 clusters Score -8622348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8622347.000000 Penalty: 5321.866211
	Iteration 29Q: 3 clusters Score -8622347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8622351.000000 Penalty: 5321.866211
	Iteration 30Q: 3 clusters Score -8622351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8622352.000000 Penalty: 5321.866211
	Iteration 31Q: 3 clusters Score -8622352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8622352.000000 Penalty: 5321.866211
	Iteration 32F: 3 clusters Score -8622352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -421016.156250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -421016.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -418172.906250 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -418172.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -418775.875000 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -418775.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -418978.781250 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -418978.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -419183.812500 Penalty: 3863.569336
	Iteration 3F: 3 clusters Score -419183.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -419465.281250 Penalty: 3863.569336
	Iteration 4F: 3 clusters Score -419465.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -419694.125000 Penalty: 3863.569336
	Iteration 5F: 3 clusters Score -419694.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -419918.625000 Penalty: 3863.569336
	Iteration 6F: 3 clusters Score -419918.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -420047.156250 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -420047.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -420131.250000 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -420131.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -420171.750000 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -420171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -420187.875000 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -420187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -420195.250000 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -420195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -420198.906250 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -420198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -420200.906250 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -420200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -420202.781250 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -420202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -420204.031250 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -420204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -420204.906250 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -420204.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -420207.281250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -420207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -420208.406250 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -420208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -420208.125000 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -420208.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -420208.125000 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -420208.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Entering Unmasked Estep 
Score: -5475291.000000 Penalty: 2557.618408
	Iteration 0F: 2 clusters Score -5475291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -5454656.000000 Penalty: 5115.236816
	Iteration 0F: 3 clusters Score -5454656 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -5461903.000000 Penalty: 5115.236816
	Iteration 1F: 3 clusters Score -5461903 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5462306.500000 Penalty: 5115.236816
	Iteration 2Q: 3 clusters Score -5462306 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5462693.000000 Penalty: 5115.236816
	Iteration 3Q: 3 clusters Score -5462693 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5463017.000000 Penalty: 5115.236816
	Iteration 4Q: 3 clusters Score -5463017 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -5463316.500000 Penalty: 5115.236816
	Iteration 5Q: 3 clusters Score -5463316 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5463668.500000 Penalty: 5115.236816
	Iteration 6Q: 3 clusters Score -5463668 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -5464059.000000 Penalty: 5115.236816
	Iteration 7Q: 3 clusters Score -5464059 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -5464548.500000 Penalty: 5115.236816
	Iteration 8Q: 3 clusters Score -5464548 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -5465128.500000 Penalty: 5115.236816
	Iteration 9Q: 3 clusters Score -5465128 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -5465925.500000 Penalty: 5115.236816
	Iteration 10Q: 3 clusters Score -5465926 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5466921.500000 Penalty: 5115.236816
	Iteration 11F: 3 clusters Score -5466922 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -5468048.000000 Penalty: 5115.236816
	Iteration 12F: 3 clusters Score -5468048 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5469172.500000 Penalty: 5115.236816
	Iteration 13F: 3 clusters Score -5469172 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5470310.000000 Penalty: 5115.236816
	Iteration 14Q: 3 clusters Score -5470310 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5471290.000000 Penalty: 5115.236816
	Iteration 15Q: 3 clusters Score -5471290 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5472017.500000 Penalty: 5115.236816
	Iteration 16Q: 3 clusters Score -5472018 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -5472517.000000 Penalty: 5115.236816
	Iteration 17Q: 3 clusters Score -5472517 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5472815.000000 Penalty: 5115.236816
	Iteration 18Q: 3 clusters Score -5472815 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -5473041.500000 Penalty: 5115.236816
	Iteration 19Q: 3 clusters Score -5473042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -5473155.500000 Penalty: 5115.236816
	Iteration 20F: 3 clusters Score -5473156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -5473228.500000 Penalty: 5115.236816
	Iteration 21Q: 3 clusters Score -5473228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -5473271.000000 Penalty: 5115.236816
	Iteration 22Q: 3 clusters Score -5473271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -5473312.500000 Penalty: 5115.236816
	Iteration 23Q: 3 clusters Score -5473312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5473342.000000 Penalty: 5115.236816
	Iteration 24Q: 3 clusters Score -5473342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5473353.500000 Penalty: 5115.236816
	Iteration 25Q: 3 clusters Score -5473354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -5473372.000000 Penalty: 5115.236816
	Iteration 26Q: 3 clusters Score -5473372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5473371.000000 Penalty: 5115.236816
	Iteration 27Q: 3 clusters Score -5473371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5473364.500000 Penalty: 5115.236816
	Iteration 28Q: 3 clusters Score -5473364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -5473369.000000 Penalty: 5115.236816
	Iteration 29Q: 3 clusters Score -5473369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -5473366.500000 Penalty: 5115.236816
	Iteration 30Q: 3 clusters Score -5473366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -5473372.500000 Penalty: 5115.236816
	Iteration 31Q: 3 clusters Score -5473372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -5473378.000000 Penalty: 5115.236816
	Iteration 32Q: 3 clusters Score -5473378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -5473374.500000 Penalty: 5115.236816
	Iteration 33Q: 3 clusters Score -5473374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5473374.000000 Penalty: 5115.236816
	Iteration 34Q: 3 clusters Score -5473374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5473372.000000 Penalty: 5115.236816
	Iteration 35Q: 3 clusters Score -5473372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5473371.500000 Penalty: 5115.236816
	Iteration 36Q: 3 clusters Score -5473372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -5473378.500000 Penalty: 5115.236816
	Iteration 37Q: 3 clusters Score -5473378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5473377.500000 Penalty: 5115.236816
	Iteration 38Q: 3 clusters Score -5473378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5473377.500000 Penalty: 5115.236816
	Iteration 39F: 3 clusters Score -5473378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Entering Unmasked Estep 
Score: -7876487.000000 Penalty: 2643.047119
	Iteration 0F: 2 clusters Score -7876487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -7848033.000000 Penalty: 5286.094238
	Iteration 0F: 3 clusters Score -7848033 nChanged 19529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7858519.500000 Penalty: 5286.094238
	Iteration 1F: 3 clusters Score -7858520 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -7859026.500000 Penalty: 5286.094238
	Iteration 2Q: 3 clusters Score -7859026 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -7859436.000000 Penalty: 5286.094238
	Iteration 3Q: 3 clusters Score -7859436 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -7859971.500000 Penalty: 5286.094238
	Iteration 4Q: 3 clusters Score -7859972 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -7860481.000000 Penalty: 5286.094238
	Iteration 5Q: 3 clusters Score -7860481 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -7861213.500000 Penalty: 5286.094238
	Iteration 6Q: 3 clusters Score -7861214 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -7862259.000000 Penalty: 5286.094238
	Iteration 7Q: 3 clusters Score -7862259 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -7863631.000000 Penalty: 5286.094238
	Iteration 8F: 3 clusters Score -7863631 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -7865529.500000 Penalty: 5286.094238
	Iteration 9F: 3 clusters Score -7865530 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -7867671.000000 Penalty: 5286.094238
	Iteration 10F: 3 clusters Score -7867671 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7869474.500000 Penalty: 5286.094238
	Iteration 11Q: 3 clusters Score -7869474 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -7870835.500000 Penalty: 5286.094238
	Iteration 12Q: 3 clusters Score -7870836 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7871697.500000 Penalty: 5286.094238
	Iteration 13Q: 3 clusters Score -7871698 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -7872290.500000 Penalty: 5286.094238
	Iteration 14Q: 3 clusters Score -7872290 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7872768.000000 Penalty: 5286.094238
	Iteration 15Q: 3 clusters Score -7872768 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -7873099.000000 Penalty: 5286.094238
	Iteration 16Q: 3 clusters Score -7873099 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -7873332.500000 Penalty: 5286.094238
	Iteration 17Q: 3 clusters Score -7873332 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7873500.500000 Penalty: 5286.094238
	Iteration 18Q: 3 clusters Score -7873500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -7873629.000000 Penalty: 5286.094238
	Iteration 19Q: 3 clusters Score -7873629 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -7873747.000000 Penalty: 5286.094238
	Iteration 20F: 3 clusters Score -7873747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -7873857.500000 Penalty: 5286.094238
	Iteration 21Q: 3 clusters Score -7873858 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -7873982.500000 Penalty: 5286.094238
	Iteration 22Q: 3 clusters Score -7873982 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -7874052.000000 Penalty: 5286.094238
	Iteration 23Q: 3 clusters Score -7874052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -7874086.000000 Penalty: 5286.094238
	Iteration 24Q: 3 clusters Score -7874086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -7874111.000000 Penalty: 5286.094238
	Iteration 25Q: 3 clusters Score -7874111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7874131.000000 Penalty: 5286.094238
	Iteration 26Q: 3 clusters Score -7874131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -7874166.500000 Penalty: 5286.094238
	Iteration 27Q: 3 clusters Score -7874166 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -7874184.000000 Penalty: 5286.094238
	Iteration 28Q: 3 clusters Score -7874184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -7874211.500000 Penalty: 5286.094238
	Iteration 29Q: 3 clusters Score -7874212 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -7874241.000000 Penalty: 5286.094238
	Iteration 30Q: 3 clusters Score -7874241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7874259.500000 Penalty: 5286.094238
	Iteration 31Q: 3 clusters Score -7874260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -7874263.500000 Penalty: 5286.094238
	Iteration 32Q: 3 clusters Score -7874264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7874280.000000 Penalty: 5286.094238
	Iteration 33Q: 3 clusters Score -7874280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7874290.000000 Penalty: 5286.094238
	Iteration 34Q: 3 clusters Score -7874290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -7874292.500000 Penalty: 5286.094238
	Iteration 35Q: 3 clusters Score -7874292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -7874298.000000 Penalty: 5286.094238
	Iteration 36Q: 3 clusters Score -7874298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7874294.500000 Penalty: 5286.094238
	Iteration 37Q: 3 clusters Score -7874294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7874295.500000 Penalty: 5286.094238
	Iteration 38Q: 3 clusters Score -7874296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -7874299.500000 Penalty: 5286.094238
	Iteration 39Q: 3 clusters Score -7874300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -7874296.500000 Penalty: 5286.094238
	Iteration 40F: 3 clusters Score -7874296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7874294.000000 Penalty: 5286.094238
	Iteration 41Q: 3 clusters Score -7874294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7874289.500000 Penalty: 5286.094238
	Iteration 42Q: 3 clusters Score -7874290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7874294.000000 Penalty: 5286.094238
	Iteration 43Q: 3 clusters Score -7874294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7874297.000000 Penalty: 5286.094238
	Iteration 44Q: 3 clusters Score -7874297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7874301.000000 Penalty: 5286.094238
	Iteration 45Q: 3 clusters Score -7874301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -7874303.500000 Penalty: 5286.094238
	Iteration 46Q: 3 clusters Score -7874304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7874306.500000 Penalty: 5286.094238
	Iteration 47Q: 3 clusters Score -7874306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -7874306.500000 Penalty: 5286.094238
	Iteration 48F: 3 clusters Score -7874306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Entering Unmasked Estep 
Score: -945969.875000 Penalty: 2118.339355
	Iteration 0F: 2 clusters Score -945969.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -941343.125000 Penalty: 4236.678711
	Iteration 0F: 3 clusters Score -941343.1 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -942410.875000 Penalty: 4236.678711
	Iteration 1F: 3 clusters Score -942410.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -942621.250000 Penalty: 4236.678711
	Iteration 2F: 3 clusters Score -942621.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -942734.375000 Penalty: 4236.678711
	Iteration 3Q: 3 clusters Score -942734.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -942798.937500 Penalty: 4236.678711
	Iteration 4Q: 3 clusters Score -942798.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -942848.625000 Penalty: 4236.678711
	Iteration 5Q: 3 clusters Score -942848.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -942894.687500 Penalty: 4236.678711
	Iteration 6Q: 3 clusters Score -942894.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -942928.187500 Penalty: 4236.678711
	Iteration 7Q: 3 clusters Score -942928.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -942957.875000 Penalty: 4236.678711
	Iteration 8Q: 3 clusters Score -942957.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -942982.750000 Penalty: 4236.678711
	Iteration 9Q: 3 clusters Score -942982.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -943009.750000 Penalty: 4236.678711
	Iteration 10Q: 3 clusters Score -943009.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -943044.750000 Penalty: 4236.678711
	Iteration 11Q: 3 clusters Score -943044.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -943081.937500 Penalty: 4236.678711
	Iteration 12Q: 3 clusters Score -943081.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -943134.625000 Penalty: 4236.678711
	Iteration 13Q: 3 clusters Score -943134.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -943196.937500 Penalty: 4236.678711
	Iteration 14Q: 3 clusters Score -943196.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -943287.812500 Penalty: 4236.678711
	Iteration 15Q: 3 clusters Score -943287.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -943390.125000 Penalty: 4236.678711
	Iteration 16Q: 3 clusters Score -943390.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -943526.562500 Penalty: 4236.678711
	Iteration 17Q: 3 clusters Score -943526.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -943657.437500 Penalty: 4236.678711
	Iteration 18Q: 3 clusters Score -943657.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -943801.500000 Penalty: 4236.678711
	Iteration 19Q: 3 clusters Score -943801.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -943976.875000 Penalty: 4236.678711
	Iteration 20F: 3 clusters Score -943976.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -944164.250000 Penalty: 4236.678711
	Iteration 21Q: 3 clusters Score -944164.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -944320.250000 Penalty: 4236.678711
	Iteration 22Q: 3 clusters Score -944320.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -944458.750000 Penalty: 4236.678711
	Iteration 23Q: 3 clusters Score -944458.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -944562.375000 Penalty: 4236.678711
	Iteration 24Q: 3 clusters Score -944562.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -944644.937500 Penalty: 4236.678711
	Iteration 25Q: 3 clusters Score -944644.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -944717.812500 Penalty: 4236.678711
	Iteration 26Q: 3 clusters Score -944717.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -944775.812500 Penalty: 4236.678711
	Iteration 27Q: 3 clusters Score -944775.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -944816.437500 Penalty: 4236.678711
	Iteration 28Q: 3 clusters Score -944816.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -944836.875000 Penalty: 4236.678711
	Iteration 29Q: 3 clusters Score -944836.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -944847.125000 Penalty: 4236.678711
	Iteration 30Q: 3 clusters Score -944847.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -944853.437500 Penalty: 4236.678711
	Iteration 31Q: 3 clusters Score -944853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -944861.437500 Penalty: 4236.678711
	Iteration 32Q: 3 clusters Score -944861.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -944865.562500 Penalty: 4236.678711
	Iteration 33Q: 3 clusters Score -944865.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -944868.750000 Penalty: 4236.678711
	Iteration 34Q: 3 clusters Score -944868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -944870.812500 Penalty: 4236.678711
	Iteration 35Q: 3 clusters Score -944870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -944870.812500 Penalty: 4236.678711
	Iteration 36Q: 3 clusters Score -944870.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -944871.625000 Penalty: 4236.678711
	Iteration 37Q: 3 clusters Score -944871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -944874.437500 Penalty: 4236.678711
	Iteration 38Q: 3 clusters Score -944874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -944876.812500 Penalty: 4236.678711
	Iteration 39Q: 3 clusters Score -944876.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -944878.937500 Penalty: 4236.678711
	Iteration 40F: 3 clusters Score -944878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -944881.062500 Penalty: 4236.678711
	Iteration 41Q: 3 clusters Score -944881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -944881.125000 Penalty: 4236.678711
	Iteration 42Q: 3 clusters Score -944881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -944882.562500 Penalty: 4236.678711
	Iteration 43Q: 3 clusters Score -944882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -944882.562500 Penalty: 4236.678711
	Iteration 44F: 3 clusters Score -944882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -917836.500000 Penalty: 2109.470703
	Iteration 0F: 2 clusters Score -917836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -913312.750000 Penalty: 4218.941406
	Iteration 0F: 3 clusters Score -913312.8 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -914305.875000 Penalty: 4218.941406
	Iteration 1F: 3 clusters Score -914305.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -914482.750000 Penalty: 4218.941406
	Iteration 2F: 3 clusters Score -914482.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -914601.062500 Penalty: 4218.941406
	Iteration 3Q: 3 clusters Score -914601.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -914692.000000 Penalty: 4218.941406
	Iteration 4Q: 3 clusters Score -914692 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -914773.937500 Penalty: 4218.941406
	Iteration 5Q: 3 clusters Score -914773.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -914830.625000 Penalty: 4218.941406
	Iteration 6Q: 3 clusters Score -914830.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -914882.625000 Penalty: 4218.941406
	Iteration 7Q: 3 clusters Score -914882.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -914931.875000 Penalty: 4218.941406
	Iteration 8Q: 3 clusters Score -914931.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -914983.187500 Penalty: 4218.941406
	Iteration 9Q: 3 clusters Score -914983.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -915033.187500 Penalty: 4218.941406
	Iteration 10Q: 3 clusters Score -915033.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -915082.687500 Penalty: 4218.941406
	Iteration 11Q: 3 clusters Score -915082.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -915129.187500 Penalty: 4218.941406
	Iteration 12Q: 3 clusters Score -915129.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -915178.500000 Penalty: 4218.941406
	Iteration 13Q: 3 clusters Score -915178.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -915234.687500 Penalty: 4218.941406
	Iteration 14Q: 3 clusters Score -915234.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -915295.687500 Penalty: 4218.941406
	Iteration 15Q: 3 clusters Score -915295.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -915368.250000 Penalty: 4218.941406
	Iteration 16Q: 3 clusters Score -915368.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -915445.500000 Penalty: 4218.941406
	Iteration 17Q: 3 clusters Score -915445.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -915537.937500 Penalty: 4218.941406
	Iteration 18Q: 3 clusters Score -915537.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -915627.562500 Penalty: 4218.941406
	Iteration 19Q: 3 clusters Score -915627.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -915692.812500 Penalty: 4218.941406
	Iteration 20F: 3 clusters Score -915692.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -915746.437500 Penalty: 4218.941406
	Iteration 21Q: 3 clusters Score -915746.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -915782.562500 Penalty: 4218.941406
	Iteration 22Q: 3 clusters Score -915782.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -915815.187500 Penalty: 4218.941406
	Iteration 23Q: 3 clusters Score -915815.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -915845.875000 Penalty: 4218.941406
	Iteration 24Q: 3 clusters Score -915845.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -915865.500000 Penalty: 4218.941406
	Iteration 25Q: 3 clusters Score -915865.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -915882.187500 Penalty: 4218.941406
	Iteration 26Q: 3 clusters Score -915882.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -915898.375000 Penalty: 4218.941406
	Iteration 27Q: 3 clusters Score -915898.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -915919.937500 Penalty: 4218.941406
	Iteration 28Q: 3 clusters Score -915919.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -915942.062500 Penalty: 4218.941406
	Iteration 29Q: 3 clusters Score -915942.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -915967.437500 Penalty: 4218.941406
	Iteration 30Q: 3 clusters Score -915967.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -915987.625000 Penalty: 4218.941406
	Iteration 31Q: 3 clusters Score -915987.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -915998.437500 Penalty: 4218.941406
	Iteration 32Q: 3 clusters Score -915998.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -916015.562500 Penalty: 4218.941406
	Iteration 33Q: 3 clusters Score -916015.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -916030.812500 Penalty: 4218.941406
	Iteration 34Q: 3 clusters Score -916030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -916035.500000 Penalty: 4218.941406
	Iteration 35Q: 3 clusters Score -916035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -916041.187500 Penalty: 4218.941406
	Iteration 36Q: 3 clusters Score -916041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -916042.562500 Penalty: 4218.941406
	Iteration 37Q: 3 clusters Score -916042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -916042.562500 Penalty: 4218.941406
	Iteration 38F: 3 clusters Score -916042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Entering Unmasked Estep 
Score: -8402031.000000 Penalty: 2655.311279
	Iteration 0F: 2 clusters Score -8402031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -8372622.000000 Penalty: 5310.622559
	Iteration 0F: 3 clusters Score -8372622 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -8383837.000000 Penalty: 5310.622559
	Iteration 1F: 3 clusters Score -8383837 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -8384500.000000 Penalty: 5310.622559
	Iteration 2Q: 3 clusters Score -8384500 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8385209.500000 Penalty: 5310.622559
	Iteration 3Q: 3 clusters Score -8385210 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8385980.500000 Penalty: 5310.622559
	Iteration 4Q: 3 clusters Score -8385980 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -8386944.500000 Penalty: 5310.622559
	Iteration 5Q: 3 clusters Score -8386944 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -8388212.000000 Penalty: 5310.622559
	Iteration 6F: 3 clusters Score -8388212 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -8390210.000000 Penalty: 5310.622559
	Iteration 7F: 3 clusters Score -8390210 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -8392612.000000 Penalty: 5310.622559
	Iteration 8F: 3 clusters Score -8392612 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -8394690.000000 Penalty: 5310.622559
	Iteration 9F: 3 clusters Score -8394690 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -8395900.000000 Penalty: 5310.622559
	Iteration 10Q: 3 clusters Score -8395900 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -8396504.000000 Penalty: 5310.622559
	Iteration 11Q: 3 clusters Score -8396504 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8396946.000000 Penalty: 5310.622559
	Iteration 12Q: 3 clusters Score -8396946 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -8397292.000000 Penalty: 5310.622559
	Iteration 13Q: 3 clusters Score -8397292 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -8397593.000000 Penalty: 5310.622559
	Iteration 14Q: 3 clusters Score -8397593 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -8397822.000000 Penalty: 5310.622559
	Iteration 15Q: 3 clusters Score -8397822 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8397999.000000 Penalty: 5310.622559
	Iteration 16Q: 3 clusters Score -8397999 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8398146.000000 Penalty: 5310.622559
	Iteration 17Q: 3 clusters Score -8398146 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -8398228.000000 Penalty: 5310.622559
	Iteration 18Q: 3 clusters Score -8398228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -8398263.000000 Penalty: 5310.622559
	Iteration 19Q: 3 clusters Score -8398263 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 32740 members 
Entering Unmasked Estep 
Score: -8398305.000000 Penalty: 5310.622559
	Iteration 20F: 3 clusters Score -8398305 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -8398378.000000 Penalty: 5310.622559
	Iteration 21Q: 3 clusters Score -8398378 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -8398404.000000 Penalty: 5310.622559
	Iteration 22Q: 3 clusters Score -8398404 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -8398437.000000 Penalty: 5310.622559
	Iteration 23Q: 3 clusters Score -8398437 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -8398475.000000 Penalty: 5310.622559
	Iteration 24Q: 3 clusters Score -8398475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8398502.000000 Penalty: 5310.622559
	Iteration 25Q: 3 clusters Score -8398502 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -8398517.000000 Penalty: 5310.622559
	Iteration 26Q: 3 clusters Score -8398517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -8398544.000000 Penalty: 5310.622559
	Iteration 27Q: 3 clusters Score -8398544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8398558.000000 Penalty: 5310.622559
	Iteration 28Q: 3 clusters Score -8398558 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8398589.000000 Penalty: 5310.622559
	Iteration 29Q: 3 clusters Score -8398589 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8398616.000000 Penalty: 5310.622559
	Iteration 30Q: 3 clusters Score -8398616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -8398603.000000 Penalty: 5310.622559
	Iteration 31Q: 3 clusters Score -8398603 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -8398621.000000 Penalty: 5310.622559
	Iteration 32Q: 3 clusters Score -8398621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -8398648.000000 Penalty: 5310.622559
	Iteration 33Q: 3 clusters Score -8398648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -8398669.000000 Penalty: 5310.622559
	Iteration 34Q: 3 clusters Score -8398669 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -8398681.000000 Penalty: 5310.622559
	Iteration 35Q: 3 clusters Score -8398681 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8398713.000000 Penalty: 5310.622559
	Iteration 36Q: 3 clusters Score -8398713 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -8398721.000000 Penalty: 5310.622559
	Iteration 37Q: 3 clusters Score -8398721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -8398741.000000 Penalty: 5310.622559
	Iteration 38Q: 3 clusters Score -8398741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -8398745.000000 Penalty: 5310.622559
	Iteration 39Q: 3 clusters Score -8398745 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -8398763.000000 Penalty: 5310.622559
	Iteration 40F: 3 clusters Score -8398763 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -8398773.000000 Penalty: 5310.622559
	Iteration 41Q: 3 clusters Score -8398773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -8398779.000000 Penalty: 5310.622559
	Iteration 42Q: 3 clusters Score -8398779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -8398792.000000 Penalty: 5310.622559
	Iteration 43Q: 3 clusters Score -8398792 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -8398799.000000 Penalty: 5310.622559
	Iteration 44Q: 3 clusters Score -8398799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -8398805.000000 Penalty: 5310.622559
	Iteration 45Q: 3 clusters Score -8398805 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -8398831.000000 Penalty: 5310.622559
	Iteration 46Q: 3 clusters Score -8398831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -8398871.000000 Penalty: 5310.622559
	Iteration 47Q: 3 clusters Score -8398871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -8398870.000000 Penalty: 5310.622559
	Iteration 48Q: 3 clusters Score -8398870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8398892.000000 Penalty: 5310.622559
	Iteration 49Q: 3 clusters Score -8398892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -8398908.000000 Penalty: 5310.622559
	Iteration 50Q: 3 clusters Score -8398908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8398902.000000 Penalty: 5310.622559
	Iteration 51Q: 3 clusters Score -8398902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8398917.000000 Penalty: 5310.622559
	Iteration 52Q: 3 clusters Score -8398917 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -8398923.000000 Penalty: 5310.622559
	Iteration 53Q: 3 clusters Score -8398923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8398922.000000 Penalty: 5310.622559
	Iteration 54Q: 3 clusters Score -8398922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -8398924.000000 Penalty: 5310.622559
	Iteration 55Q: 3 clusters Score -8398924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -8398938.000000 Penalty: 5310.622559
	Iteration 56Q: 3 clusters Score -8398938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -8398923.000000 Penalty: 5310.622559
	Iteration 57Q: 3 clusters Score -8398923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -8398921.000000 Penalty: 5310.622559
	Iteration 58Q: 3 clusters Score -8398921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -8398944.000000 Penalty: 5310.622559
	Iteration 59Q: 3 clusters Score -8398944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -8398949.000000 Penalty: 5310.622559
	Iteration 60F: 3 clusters Score -8398949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -8398951.000000 Penalty: 5310.622559
	Iteration 61Q: 3 clusters Score -8398951 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -8398963.000000 Penalty: 5310.622559
	Iteration 62Q: 3 clusters Score -8398963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8398974.000000 Penalty: 5310.622559
	Iteration 63Q: 3 clusters Score -8398974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -8398974.000000 Penalty: 5310.622559
	Iteration 64Q: 3 clusters Score -8398974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -8398973.000000 Penalty: 5310.622559
	Iteration 65Q: 3 clusters Score -8398973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -8398979.000000 Penalty: 5310.622559
	Iteration 66Q: 3 clusters Score -8398979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -8398977.000000 Penalty: 5310.622559
	Iteration 67Q: 3 clusters Score -8398977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -8398989.000000 Penalty: 5310.622559
	Iteration 68Q: 3 clusters Score -8398989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -8398992.000000 Penalty: 5310.622559
	Iteration 69Q: 3 clusters Score -8398992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -8399015.000000 Penalty: 5310.622559
	Iteration 70Q: 3 clusters Score -8399015 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -8399025.000000 Penalty: 5310.622559
	Iteration 71Q: 3 clusters Score -8399025 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -8399035.000000 Penalty: 5310.622559
	Iteration 72Q: 3 clusters Score -8399035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -8399041.000000 Penalty: 5310.622559
	Iteration 73Q: 3 clusters Score -8399041 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -8399035.000000 Penalty: 5310.622559
	Iteration 74Q: 3 clusters Score -8399035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -8399054.000000 Penalty: 5310.622559
	Iteration 75Q: 3 clusters Score -8399054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8399067.000000 Penalty: 5310.622559
	Iteration 76Q: 3 clusters Score -8399067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8399076.000000 Penalty: 5310.622559
	Iteration 77Q: 3 clusters Score -8399076 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -8399091.000000 Penalty: 5310.622559
	Iteration 78Q: 3 clusters Score -8399091 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8399089.000000 Penalty: 5310.622559
	Iteration 79Q: 3 clusters Score -8399089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8399117.000000 Penalty: 5310.622559
	Iteration 80F: 3 clusters Score -8399117 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8399114.000000 Penalty: 5310.622559
	Iteration 81Q: 3 clusters Score -8399114 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -8399112.000000 Penalty: 5310.622559
	Iteration 82Q: 3 clusters Score -8399112 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8399121.000000 Penalty: 5310.622559
	Iteration 83Q: 3 clusters Score -8399121 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8399133.000000 Penalty: 5310.622559
	Iteration 84Q: 3 clusters Score -8399133 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -8399153.000000 Penalty: 5310.622559
	Iteration 85Q: 3 clusters Score -8399153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8399153.000000 Penalty: 5310.622559
	Iteration 86Q: 3 clusters Score -8399153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 37313 members 
Entering Unmasked Estep 
Score: -8399144.000000 Penalty: 5310.622559
	Iteration 87Q: 3 clusters Score -8399144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -8399144.000000 Penalty: 5310.622559
	Iteration 88Q: 3 clusters Score -8399144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8399166.000000 Penalty: 5310.622559
	Iteration 89Q: 3 clusters Score -8399166 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8399167.000000 Penalty: 5310.622559
	Iteration 90Q: 3 clusters Score -8399167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -8399163.000000 Penalty: 5310.622559
	Iteration 91Q: 3 clusters Score -8399163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -8399166.000000 Penalty: 5310.622559
	Iteration 92Q: 3 clusters Score -8399166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8399168.000000 Penalty: 5310.622559
	Iteration 93Q: 3 clusters Score -8399168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -8399183.000000 Penalty: 5310.622559
	Iteration 94Q: 3 clusters Score -8399183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8399170.000000 Penalty: 5310.622559
	Iteration 95Q: 3 clusters Score -8399170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -8399192.000000 Penalty: 5310.622559
	Iteration 96Q: 3 clusters Score -8399192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8399190.000000 Penalty: 5310.622559
	Iteration 97Q: 3 clusters Score -8399190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8399207.000000 Penalty: 5310.622559
	Iteration 98Q: 3 clusters Score -8399207 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -8399216.000000 Penalty: 5310.622559
	Iteration 99Q: 3 clusters Score -8399216 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8399225.000000 Penalty: 5310.622559
	Iteration 100F: 3 clusters Score -8399225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -8399242.000000 Penalty: 5310.622559
	Iteration 101Q: 3 clusters Score -8399242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -8399231.000000 Penalty: 5310.622559
	Iteration 102Q: 3 clusters Score -8399231 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -8399243.000000 Penalty: 5310.622559
	Iteration 103Q: 3 clusters Score -8399243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -8399264.000000 Penalty: 5310.622559
	Iteration 104Q: 3 clusters Score -8399264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8399264.000000 Penalty: 5310.622559
	Iteration 105Q: 3 clusters Score -8399264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -8399251.000000 Penalty: 5310.622559
	Iteration 106Q: 3 clusters Score -8399251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8399255.000000 Penalty: 5310.622559
	Iteration 107Q: 3 clusters Score -8399255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -8399277.000000 Penalty: 5310.622559
	Iteration 108Q: 3 clusters Score -8399277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -8399269.000000 Penalty: 5310.622559
	Iteration 109Q: 3 clusters Score -8399269 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -8399268.000000 Penalty: 5310.622559
	Iteration 110Q: 3 clusters Score -8399268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8399267.000000 Penalty: 5310.622559
	Iteration 111Q: 3 clusters Score -8399267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -8399265.000000 Penalty: 5310.622559
	Iteration 112Q: 3 clusters Score -8399265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -8399270.000000 Penalty: 5310.622559
	Iteration 113Q: 3 clusters Score -8399270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -8399291.000000 Penalty: 5310.622559
	Iteration 114Q: 3 clusters Score -8399291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -8399298.000000 Penalty: 5310.622559
	Iteration 115Q: 3 clusters Score -8399298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -8399288.000000 Penalty: 5310.622559
	Iteration 116Q: 3 clusters Score -8399288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8399296.000000 Penalty: 5310.622559
	Iteration 117Q: 3 clusters Score -8399296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -8399298.000000 Penalty: 5310.622559
	Iteration 118Q: 3 clusters Score -8399298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8399306.000000 Penalty: 5310.622559
	Iteration 119Q: 3 clusters Score -8399306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -8399300.000000 Penalty: 5310.622559
	Iteration 120F: 3 clusters Score -8399300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -8399307.000000 Penalty: 5310.622559
	Iteration 121Q: 3 clusters Score -8399307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -8399315.000000 Penalty: 5310.622559
	Iteration 122Q: 3 clusters Score -8399315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -8399312.000000 Penalty: 5310.622559
	Iteration 123Q: 3 clusters Score -8399312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -8399314.000000 Penalty: 5310.622559
	Iteration 124Q: 3 clusters Score -8399314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -8399319.000000 Penalty: 5310.622559
	Iteration 125Q: 3 clusters Score -8399319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -8399319.000000 Penalty: 5310.622559
	Iteration 126Q: 3 clusters Score -8399319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -8399327.000000 Penalty: 5310.622559
	Iteration 127Q: 3 clusters Score -8399327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8399328.000000 Penalty: 5310.622559
	Iteration 128Q: 3 clusters Score -8399328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8399325.000000 Penalty: 5310.622559
	Iteration 129Q: 3 clusters Score -8399325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -8399325.000000 Penalty: 5310.622559
	Iteration 130Q: 3 clusters Score -8399325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -8399324.000000 Penalty: 5310.622559
	Iteration 131Q: 3 clusters Score -8399324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -8399324.000000 Penalty: 5310.622559
	Iteration 132Q: 3 clusters Score -8399324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -8399325.000000 Penalty: 5310.622559
	Iteration 133Q: 3 clusters Score -8399325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -8399332.000000 Penalty: 5310.622559
	Iteration 134Q: 3 clusters Score -8399332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -8399335.000000 Penalty: 5310.622559
	Iteration 135Q: 3 clusters Score -8399335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -8399329.000000 Penalty: 5310.622559
	Iteration 136Q: 3 clusters Score -8399329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -8399333.000000 Penalty: 5310.622559
	Iteration 137Q: 3 clusters Score -8399333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -8399333.000000 Penalty: 5310.622559
	Iteration 138Q: 3 clusters Score -8399333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -8399332.000000 Penalty: 5310.622559
	Iteration 139Q: 3 clusters Score -8399332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8399333.000000 Penalty: 5310.622559
	Iteration 140F: 3 clusters Score -8399333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Entering Unmasked Estep 
Score: -8827673.000000 Penalty: 2668.381592
	Iteration 0F: 2 clusters Score -8827673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8797551.000000 Penalty: 5336.763184
	Iteration 0F: 3 clusters Score -8797551 nChanged 21675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -8809188.000000 Penalty: 5336.763184
	Iteration 1F: 3 clusters Score -8809188 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8809613.000000 Penalty: 5336.763184
	Iteration 2Q: 3 clusters Score -8809613 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8810029.000000 Penalty: 5336.763184
	Iteration 3Q: 3 clusters Score -8810029 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -8810464.000000 Penalty: 5336.763184
	Iteration 4Q: 3 clusters Score -8810464 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -8810931.000000 Penalty: 5336.763184
	Iteration 5Q: 3 clusters Score -8810931 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -8811524.000000 Penalty: 5336.763184
	Iteration 6Q: 3 clusters Score -8811524 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -8812476.000000 Penalty: 5336.763184
	Iteration 7Q: 3 clusters Score -8812476 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -8813879.000000 Penalty: 5336.763184
	Iteration 8F: 3 clusters Score -8813879 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8816050.000000 Penalty: 5336.763184
	Iteration 9F: 3 clusters Score -8816050 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -8818864.000000 Penalty: 5336.763184
	Iteration 10F: 3 clusters Score -8818864 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -8821721.000000 Penalty: 5336.763184
	Iteration 11F: 3 clusters Score -8821721 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8823727.000000 Penalty: 5336.763184
	Iteration 12F: 3 clusters Score -8823727 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8824709.000000 Penalty: 5336.763184
	Iteration 13Q: 3 clusters Score -8824709 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8825083.000000 Penalty: 5336.763184
	Iteration 14Q: 3 clusters Score -8825083 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8825207.000000 Penalty: 5336.763184
	Iteration 15Q: 3 clusters Score -8825207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8825295.000000 Penalty: 5336.763184
	Iteration 16Q: 3 clusters Score -8825295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8825359.000000 Penalty: 5336.763184
	Iteration 17Q: 3 clusters Score -8825359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8825397.000000 Penalty: 5336.763184
	Iteration 18Q: 3 clusters Score -8825397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46800 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8825419.000000 Penalty: 5336.763184
	Iteration 19Q: 3 clusters Score -8825419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8825435.000000 Penalty: 5336.763184
	Iteration 20F: 3 clusters Score -8825435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8825448.000000 Penalty: 5336.763184
	Iteration 21Q: 3 clusters Score -8825448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8825454.000000 Penalty: 5336.763184
	Iteration 22Q: 3 clusters Score -8825454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8825461.000000 Penalty: 5336.763184
	Iteration 23Q: 3 clusters Score -8825461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8825457.000000 Penalty: 5336.763184
	Iteration 24Q: 3 clusters Score -8825457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46827 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8825457.000000 Penalty: 5336.763184
	Iteration 25F: 3 clusters Score -8825457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 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 144 members 
Entering Unmasked Estep 
Score: -24178.208984 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24178.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24371.962891 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24371.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -24422.695312 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -24422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24461.695312 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -24466.962891 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24466.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24474.947266 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24474.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24474.947266 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -24474.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Entering Unmasked Estep 
Score: -8479755.000000 Penalty: 2659.003906
	Iteration 0F: 2 clusters Score -8479755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8450400.000000 Penalty: 5318.007812
	Iteration 0F: 3 clusters Score -8450400 nChanged 20791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -8461724.000000 Penalty: 5318.007812
	Iteration 1F: 3 clusters Score -8461724 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8462225.000000 Penalty: 5318.007812
	Iteration 2Q: 3 clusters Score -8462225 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -8462884.000000 Penalty: 5318.007812
	Iteration 3Q: 3 clusters Score -8462884 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8463859.000000 Penalty: 5318.007812
	Iteration 4Q: 3 clusters Score -8463859 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -8465214.000000 Penalty: 5318.007812
	Iteration 5F: 3 clusters Score -8465214 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -8467070.000000 Penalty: 5318.007812
	Iteration 6F: 3 clusters Score -8467070 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -8469084.000000 Penalty: 5318.007812
	Iteration 7F: 3 clusters Score -8469084 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8471043.000000 Penalty: 5318.007812
	Iteration 8F: 3 clusters Score -8471043 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -8472672.000000 Penalty: 5318.007812
	Iteration 9Q: 3 clusters Score -8472672 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -8474094.000000 Penalty: 5318.007812
	Iteration 10Q: 3 clusters Score -8474094 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -8475235.000000 Penalty: 5318.007812
	Iteration 11Q: 3 clusters Score -8475235 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8475949.000000 Penalty: 5318.007812
	Iteration 12Q: 3 clusters Score -8475949 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8476491.000000 Penalty: 5318.007812
	Iteration 13Q: 3 clusters Score -8476491 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -8476888.000000 Penalty: 5318.007812
	Iteration 14Q: 3 clusters Score -8476888 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8477135.000000 Penalty: 5318.007812
	Iteration 15Q: 3 clusters Score -8477135 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8477282.000000 Penalty: 5318.007812
	Iteration 16Q: 3 clusters Score -8477282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -8477380.000000 Penalty: 5318.007812
	Iteration 17Q: 3 clusters Score -8477380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8477419.000000 Penalty: 5318.007812
	Iteration 18Q: 3 clusters Score -8477419 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8477460.000000 Penalty: 5318.007812
	Iteration 19Q: 3 clusters Score -8477460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8477486.000000 Penalty: 5318.007812
	Iteration 20F: 3 clusters Score -8477486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8477515.000000 Penalty: 5318.007812
	Iteration 21Q: 3 clusters Score -8477515 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8477546.000000 Penalty: 5318.007812
	Iteration 22Q: 3 clusters Score -8477546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8477569.000000 Penalty: 5318.007812
	Iteration 23Q: 3 clusters Score -8477569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8477580.000000 Penalty: 5318.007812
	Iteration 24Q: 3 clusters Score -8477580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8477591.000000 Penalty: 5318.007812
	Iteration 25Q: 3 clusters Score -8477591 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8477593.000000 Penalty: 5318.007812
	Iteration 26Q: 3 clusters Score -8477593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8477613.000000 Penalty: 5318.007812
	Iteration 27Q: 3 clusters Score -8477613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8477612.000000 Penalty: 5318.007812
	Iteration 28Q: 3 clusters Score -8477612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -8477635.000000 Penalty: 5318.007812
	Iteration 29Q: 3 clusters Score -8477635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8477642.000000 Penalty: 5318.007812
	Iteration 30Q: 3 clusters Score -8477642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8477643.000000 Penalty: 5318.007812
	Iteration 31Q: 3 clusters Score -8477643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8477657.000000 Penalty: 5318.007812
	Iteration 32Q: 3 clusters Score -8477657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8477649.000000 Penalty: 5318.007812
	Iteration 33Q: 3 clusters Score -8477649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8477656.000000 Penalty: 5318.007812
	Iteration 34Q: 3 clusters Score -8477656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8477666.000000 Penalty: 5318.007812
	Iteration 35Q: 3 clusters Score -8477666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8477669.000000 Penalty: 5318.007812
	Iteration 36Q: 3 clusters Score -8477669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8477671.000000 Penalty: 5318.007812
	Iteration 37Q: 3 clusters Score -8477671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8477677.000000 Penalty: 5318.007812
	Iteration 38Q: 3 clusters Score -8477677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8477683.000000 Penalty: 5318.007812
	Iteration 39Q: 3 clusters Score -8477683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8477680.000000 Penalty: 5318.007812
	Iteration 40F: 3 clusters Score -8477680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8477679.000000 Penalty: 5318.007812
	Iteration 41Q: 3 clusters Score -8477679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8477690.000000 Penalty: 5318.007812
	Iteration 42Q: 3 clusters Score -8477690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8477689.000000 Penalty: 5318.007812
	Iteration 43Q: 3 clusters Score -8477689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8477689.000000 Penalty: 5318.007812
	Iteration 44Q: 3 clusters Score -8477689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8477692.000000 Penalty: 5318.007812
	Iteration 45Q: 3 clusters Score -8477692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8477691.000000 Penalty: 5318.007812
	Iteration 46Q: 3 clusters Score -8477691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8477691.000000 Penalty: 5318.007812
	Iteration 47F: 3 clusters Score -8477691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84261.968750 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84261.97 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -84713.546875 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84713.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84951.093750 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84951.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -85094.953125 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85094.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -85169.757812 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -85169.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -85199.820312 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85199.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85248.320312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85248.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85285.992188 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85285.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85346.304688 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85372.031250 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85372.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -85392.703125 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85392.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -85412.507812 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85412.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -85432.750000 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85432.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85448.125000 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85448.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -85453.710938 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -85453.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85456.703125 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -85456.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85459.882812 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -85459.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85459.882812 Penalty: 3192.330566
	Iteration 17F: 3 clusters Score -85459.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -133196.046875 Penalty: 1649.910034
	Iteration 0F: 2 clusters Score -133196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -131552.234375 Penalty: 3299.820068
	Iteration 0F: 3 clusters Score -131552.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -132036.765625 Penalty: 3299.820068
	Iteration 1F: 3 clusters Score -132036.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -132272.437500 Penalty: 3299.820068
	Iteration 2F: 3 clusters Score -132272.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -132368.640625 Penalty: 3299.820068
	Iteration 3F: 3 clusters Score -132368.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -132441.187500 Penalty: 3299.820068
	Iteration 4Q: 3 clusters Score -132441.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132480.875000 Penalty: 3299.820068
	Iteration 5Q: 3 clusters Score -132480.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -132497.656250 Penalty: 3299.820068
	Iteration 6Q: 3 clusters Score -132497.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -132519.390625 Penalty: 3299.820068
	Iteration 7Q: 3 clusters Score -132519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -132540.671875 Penalty: 3299.820068
	Iteration 8Q: 3 clusters Score -132540.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -132560.718750 Penalty: 3299.820068
	Iteration 9Q: 3 clusters Score -132560.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132565.437500 Penalty: 3299.820068
	Iteration 10Q: 3 clusters Score -132565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132571.734375 Penalty: 3299.820068
	Iteration 11Q: 3 clusters Score -132571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132579.890625 Penalty: 3299.820068
	Iteration 12Q: 3 clusters Score -132579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -132585.781250 Penalty: 3299.820068
	Iteration 13Q: 3 clusters Score -132585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -132591.296875 Penalty: 3299.820068
	Iteration 14Q: 3 clusters Score -132591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -132599.093750 Penalty: 3299.820068
	Iteration 15Q: 3 clusters Score -132599.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -132604.750000 Penalty: 3299.820068
	Iteration 16Q: 3 clusters Score -132604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -132609.781250 Penalty: 3299.820068
	Iteration 17Q: 3 clusters Score -132609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -132612.218750 Penalty: 3299.820068
	Iteration 18Q: 3 clusters Score -132612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -132615.062500 Penalty: 3299.820068
	Iteration 19Q: 3 clusters Score -132615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -132619.609375 Penalty: 3299.820068
	Iteration 20F: 3 clusters Score -132619.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -132621.453125 Penalty: 3299.820068
	Iteration 21Q: 3 clusters Score -132621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132622.390625 Penalty: 3299.820068
	Iteration 22Q: 3 clusters Score -132622.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132622.390625 Penalty: 3299.820068
	Iteration 23F: 3 clusters Score -132622.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -4963025.500000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -4963026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4944822.500000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -4944822 nChanged 11697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -4951082.500000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -4951082 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -4951482.000000 Penalty: 5051.710449
	Iteration 2Q: 3 clusters Score -4951482 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4951792.000000 Penalty: 5051.710449
	Iteration 3Q: 3 clusters Score -4951792 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -4952055.500000 Penalty: 5051.710449
	Iteration 4Q: 3 clusters Score -4952056 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -4952306.000000 Penalty: 5051.710449
	Iteration 5Q: 3 clusters Score -4952306 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -4952494.500000 Penalty: 5051.710449
	Iteration 6Q: 3 clusters Score -4952494 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -4952716.500000 Penalty: 5051.710449
	Iteration 7Q: 3 clusters Score -4952716 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -4952965.000000 Penalty: 5051.710449
	Iteration 8Q: 3 clusters Score -4952965 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -4953329.500000 Penalty: 5051.710449
	Iteration 9Q: 3 clusters Score -4953330 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4953790.000000 Penalty: 5051.710449
	Iteration 10Q: 3 clusters Score -4953790 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -4954405.500000 Penalty: 5051.710449
	Iteration 11Q: 3 clusters Score -4954406 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4955214.000000 Penalty: 5051.710449
	Iteration 12Q: 3 clusters Score -4955214 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -4956148.500000 Penalty: 5051.710449
	Iteration 13F: 3 clusters Score -4956148 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -4957209.000000 Penalty: 5051.710449
	Iteration 14F: 3 clusters Score -4957209 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -4958176.000000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -4958176 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4958929.500000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -4958930 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4959523.000000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -4959523 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4959869.500000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -4959870 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4960126.500000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -4960126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4960339.000000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -4960339 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -4960458.000000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -4960458 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -4960539.500000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -4960540 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4960607.000000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -4960607 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -4960651.000000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -4960651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -4960688.500000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -4960688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -4960709.000000 Penalty: 5051.710449
	Iteration 26Q: 3 clusters Score -4960709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -4960737.500000 Penalty: 5051.710449
	Iteration 27Q: 3 clusters Score -4960738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4960756.500000 Penalty: 5051.710449
	Iteration 28Q: 3 clusters Score -4960756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -4960772.000000 Penalty: 5051.710449
	Iteration 29Q: 3 clusters Score -4960772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -4960782.500000 Penalty: 5051.710449
	Iteration 30Q: 3 clusters Score -4960782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4960798.000000 Penalty: 5051.710449
	Iteration 31Q: 3 clusters Score -4960798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -4960805.000000 Penalty: 5051.710449
	Iteration 32Q: 3 clusters Score -4960805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4960813.000000 Penalty: 5051.710449
	Iteration 33Q: 3 clusters Score -4960813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4960821.500000 Penalty: 5051.710449
	Iteration 34Q: 3 clusters Score -4960822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -4960823.000000 Penalty: 5051.710449
	Iteration 35Q: 3 clusters Score -4960823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -4960824.000000 Penalty: 5051.710449
	Iteration 36Q: 3 clusters Score -4960824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -4960823.500000 Penalty: 5051.710449
	Iteration 37Q: 3 clusters Score -4960824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -4960825.000000 Penalty: 5051.710449
	Iteration 38Q: 3 clusters Score -4960825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4960829.000000 Penalty: 5051.710449
	Iteration 39Q: 3 clusters Score -4960829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4960829.000000 Penalty: 5051.710449
	Iteration 40F: 3 clusters Score -4960829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (40132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Entering Unmasked Estep 
Score: -7589519.000000 Penalty: 2628.782471
	Iteration 0F: 2 clusters Score -7589519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -7563222.000000 Penalty: 5257.564941
	Iteration 0F: 3 clusters Score -7563222 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -7573159.500000 Penalty: 5257.564941
	Iteration 1F: 3 clusters Score -7573160 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -7573677.500000 Penalty: 5257.564941
	Iteration 2Q: 3 clusters Score -7573678 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7574122.000000 Penalty: 5257.564941
	Iteration 3Q: 3 clusters Score -7574122 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -7574685.000000 Penalty: 5257.564941
	Iteration 4Q: 3 clusters Score -7574685 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -7575383.000000 Penalty: 5257.564941
	Iteration 5Q: 3 clusters Score -7575383 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -7576563.000000 Penalty: 5257.564941
	Iteration 6F: 3 clusters Score -7576563 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -7578345.500000 Penalty: 5257.564941
	Iteration 7F: 3 clusters Score -7578346 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -7580807.500000 Penalty: 5257.564941
	Iteration 8F: 3 clusters Score -7580808 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7583481.500000 Penalty: 5257.564941
	Iteration 9F: 3 clusters Score -7583482 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -7585549.500000 Penalty: 5257.564941
	Iteration 10F: 3 clusters Score -7585550 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7586524.500000 Penalty: 5257.564941
	Iteration 11Q: 3 clusters Score -7586524 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7586892.000000 Penalty: 5257.564941
	Iteration 12Q: 3 clusters Score -7586892 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -7587071.000000 Penalty: 5257.564941
	Iteration 13Q: 3 clusters Score -7587071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -7587163.500000 Penalty: 5257.564941
	Iteration 14Q: 3 clusters Score -7587164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -7587204.000000 Penalty: 5257.564941
	Iteration 15Q: 3 clusters Score -7587204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7587230.500000 Penalty: 5257.564941
	Iteration 16Q: 3 clusters Score -7587230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7587253.500000 Penalty: 5257.564941
	Iteration 17Q: 3 clusters Score -7587254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7587260.500000 Penalty: 5257.564941
	Iteration 18Q: 3 clusters Score -7587260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7587263.000000 Penalty: 5257.564941
	Iteration 19Q: 3 clusters Score -7587263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -7587270.000000 Penalty: 5257.564941
	Iteration 20F: 3 clusters Score -7587270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7587285.500000 Penalty: 5257.564941
	Iteration 21Q: 3 clusters Score -7587286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7587285.500000 Penalty: 5257.564941
	Iteration 22F: 3 clusters Score -7587286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -196793.812500 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -196793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194774.187500 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -194774.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195180.781250 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -195180.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195334.359375 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -195334.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -195430.484375 Penalty: 3517.504150
	Iteration 3Q: 3 clusters Score -195430.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195493.078125 Penalty: 3517.504150
	Iteration 4Q: 3 clusters Score -195493.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -195550.625000 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -195550.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195603.031250 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -195603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -195652.265625 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -195652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195682.609375 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -195682.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -195706.359375 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -195706.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195730.515625 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -195730.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195755.953125 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -195756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195769.015625 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -195769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195780.953125 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -195781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195789.609375 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -195789.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195796.828125 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -195796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195805.828125 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -195805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195816.171875 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -195816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195828.921875 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -195828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195832.437500 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -195832.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195833.250000 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -195833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -195835.875000 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -195835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -195839.500000 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -195839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195845.078125 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -195845.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195847.906250 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -195847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -195863.046875 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -195863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195881.000000 Penalty: 3517.504150
	Iteration 26Q: 3 clusters Score -195881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195891.593750 Penalty: 3517.504150
	Iteration 27Q: 3 clusters Score -195891.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195905.640625 Penalty: 3517.504150
	Iteration 28Q: 3 clusters Score -195905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195912.984375 Penalty: 3517.504150
	Iteration 29Q: 3 clusters Score -195913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -195913.921875 Penalty: 3517.504150
	Iteration 30Q: 3 clusters Score -195913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -195915.296875 Penalty: 3517.504150
	Iteration 31Q: 3 clusters Score -195915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -195919.640625 Penalty: 3517.504150
	Iteration 32Q: 3 clusters Score -195919.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -195922.218750 Penalty: 3517.504150
	Iteration 33Q: 3 clusters Score -195922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -195923.421875 Penalty: 3517.504150
	Iteration 34Q: 3 clusters Score -195923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195930.015625 Penalty: 3517.504150
	Iteration 35Q: 3 clusters Score -195930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -195942.859375 Penalty: 3517.504150
	Iteration 36Q: 3 clusters Score -195942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195951.328125 Penalty: 3517.504150
	Iteration 37Q: 3 clusters Score -195951.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195959.328125 Penalty: 3517.504150
	Iteration 38Q: 3 clusters Score -195959.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195964.671875 Penalty: 3517.504150
	Iteration 39Q: 3 clusters Score -195964.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195965.500000 Penalty: 3517.504150
	Iteration 40F: 3 clusters Score -195965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -195968.421875 Penalty: 3517.504150
	Iteration 41Q: 3 clusters Score -195968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195971.953125 Penalty: 3517.504150
	Iteration 42Q: 3 clusters Score -195972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -195973.390625 Penalty: 3517.504150
	Iteration 43Q: 3 clusters Score -195973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -195975.921875 Penalty: 3517.504150
	Iteration 44Q: 3 clusters Score -195975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195976.875000 Penalty: 3517.504150
	Iteration 45Q: 3 clusters Score -195976.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195979.484375 Penalty: 3517.504150
	Iteration 46Q: 3 clusters Score -195979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195983.140625 Penalty: 3517.504150
	Iteration 47Q: 3 clusters Score -195983.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195986.765625 Penalty: 3517.504150
	Iteration 48Q: 3 clusters Score -195986.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195988.406250 Penalty: 3517.504150
	Iteration 49Q: 3 clusters Score -195988.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195988.406250 Penalty: 3517.504150
	Iteration 50F: 3 clusters Score -195988.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Entering Unmasked Estep 
Score: -4379041.000000 Penalty: 2495.806152
	Iteration 0F: 2 clusters Score -4379041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4362718.000000 Penalty: 4991.612305
	Iteration 0F: 3 clusters Score -4362718 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -4368366.500000 Penalty: 4991.612305
	Iteration 1F: 3 clusters Score -4368366 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -4368844.000000 Penalty: 4991.612305
	Iteration 2F: 3 clusters Score -4368844 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -4369356.500000 Penalty: 4991.612305
	Iteration 3F: 3 clusters Score -4369356 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -4369957.500000 Penalty: 4991.612305
	Iteration 4F: 3 clusters Score -4369958 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -4370895.000000 Penalty: 4991.612305
	Iteration 5F: 3 clusters Score -4370895 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4372047.000000 Penalty: 4991.612305
	Iteration 6F: 3 clusters Score -4372047 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4373375.500000 Penalty: 4991.612305
	Iteration 7F: 3 clusters Score -4373376 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4374625.500000 Penalty: 4991.612305
	Iteration 8F: 3 clusters Score -4374626 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4375583.500000 Penalty: 4991.612305
	Iteration 9Q: 3 clusters Score -4375584 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4376178.000000 Penalty: 4991.612305
	Iteration 10Q: 3 clusters Score -4376178 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4376474.000000 Penalty: 4991.612305
	Iteration 11Q: 3 clusters Score -4376474 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4376640.000000 Penalty: 4991.612305
	Iteration 12Q: 3 clusters Score -4376640 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4376742.500000 Penalty: 4991.612305
	Iteration 13Q: 3 clusters Score -4376742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4376784.000000 Penalty: 4991.612305
	Iteration 14Q: 3 clusters Score -4376784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4376809.500000 Penalty: 4991.612305
	Iteration 15Q: 3 clusters Score -4376810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4376833.000000 Penalty: 4991.612305
	Iteration 16Q: 3 clusters Score -4376833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4376841.000000 Penalty: 4991.612305
	Iteration 17Q: 3 clusters Score -4376841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4376846.500000 Penalty: 4991.612305
	Iteration 18Q: 3 clusters Score -4376846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4376857.000000 Penalty: 4991.612305
	Iteration 19Q: 3 clusters Score -4376857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4376864.500000 Penalty: 4991.612305
	Iteration 20F: 3 clusters Score -4376864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4376864.500000 Penalty: 4991.612305
	Iteration 21Q: 3 clusters Score -4376864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4376868.500000 Penalty: 4991.612305
	Iteration 22Q: 3 clusters Score -4376868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4376868.500000 Penalty: 4991.612305
	Iteration 23F: 3 clusters Score -4376868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Entering Unmasked Estep 
Score: -365559.718750 Penalty: 1889.326294
	Iteration 0F: 2 clusters Score -365559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -362907.000000 Penalty: 3778.652588
	Iteration 0F: 3 clusters Score -362907 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -363409.875000 Penalty: 3778.652588
	Iteration 1F: 3 clusters Score -363409.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -363588.093750 Penalty: 3778.652588
	Iteration 2F: 3 clusters Score -363588.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -363690.687500 Penalty: 3778.652588
	Iteration 3Q: 3 clusters Score -363690.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -363786.625000 Penalty: 3778.652588
	Iteration 4Q: 3 clusters Score -363786.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -363890.875000 Penalty: 3778.652588
	Iteration 5Q: 3 clusters Score -363890.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -363971.843750 Penalty: 3778.652588
	Iteration 6Q: 3 clusters Score -363971.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -364036.687500 Penalty: 3778.652588
	Iteration 7Q: 3 clusters Score -364036.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -364095.250000 Penalty: 3778.652588
	Iteration 8Q: 3 clusters Score -364095.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -364154.968750 Penalty: 3778.652588
	Iteration 9Q: 3 clusters Score -364155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -364190.968750 Penalty: 3778.652588
	Iteration 10Q: 3 clusters Score -364191 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -364235.968750 Penalty: 3778.652588
	Iteration 11Q: 3 clusters Score -364236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -364272.375000 Penalty: 3778.652588
	Iteration 12Q: 3 clusters Score -364272.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -364300.375000 Penalty: 3778.652588
	Iteration 13Q: 3 clusters Score -364300.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -364319.937500 Penalty: 3778.652588
	Iteration 14Q: 3 clusters Score -364319.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -364334.875000 Penalty: 3778.652588
	Iteration 15Q: 3 clusters Score -364334.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -364341.375000 Penalty: 3778.652588
	Iteration 16Q: 3 clusters Score -364341.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -364347.031250 Penalty: 3778.652588
	Iteration 17Q: 3 clusters Score -364347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -364355.937500 Penalty: 3778.652588
	Iteration 18Q: 3 clusters Score -364355.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -364366.562500 Penalty: 3778.652588
	Iteration 19Q: 3 clusters Score -364366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -364378.656250 Penalty: 3778.652588
	Iteration 20F: 3 clusters Score -364378.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -364393.312500 Penalty: 3778.652588
	Iteration 21Q: 3 clusters Score -364393.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -364405.062500 Penalty: 3778.652588
	Iteration 22Q: 3 clusters Score -364405.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -364410.125000 Penalty: 3778.652588
	Iteration 23Q: 3 clusters Score -364410.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -364415.687500 Penalty: 3778.652588
	Iteration 24Q: 3 clusters Score -364415.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -364420.531250 Penalty: 3778.652588
	Iteration 25Q: 3 clusters Score -364420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -364421.218750 Penalty: 3778.652588
	Iteration 26Q: 3 clusters Score -364421.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -364426.187500 Penalty: 3778.652588
	Iteration 27Q: 3 clusters Score -364426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -364425.218750 Penalty: 3778.652588
	Iteration 28Q: 3 clusters Score -364425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -364426.718750 Penalty: 3778.652588
	Iteration 29Q: 3 clusters Score -364426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -364427.250000 Penalty: 3778.652588
	Iteration 30Q: 3 clusters Score -364427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -364428.156250 Penalty: 3778.652588
	Iteration 31Q: 3 clusters Score -364428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -364429.375000 Penalty: 3778.652588
	Iteration 32Q: 3 clusters Score -364429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -364429.687500 Penalty: 3778.652588
	Iteration 33Q: 3 clusters Score -364429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -364429.687500 Penalty: 3778.652588
	Iteration 34F: 3 clusters Score -364429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Entering Unmasked Estep 
Score: -6391996.500000 Penalty: 2588.839600
	Iteration 0F: 2 clusters Score -6391996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6368820.000000 Penalty: 5177.679199
	Iteration 0F: 3 clusters Score -6368820 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6377209.500000 Penalty: 5177.679199
	Iteration 1F: 3 clusters Score -6377210 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6377875.000000 Penalty: 5177.679199
	Iteration 2Q: 3 clusters Score -6377875 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -6378586.000000 Penalty: 5177.679199
	Iteration 3Q: 3 clusters Score -6378586 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -6379381.000000 Penalty: 5177.679199
	Iteration 4Q: 3 clusters Score -6379381 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6380199.500000 Penalty: 5177.679199
	Iteration 5Q: 3 clusters Score -6380200 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -6381246.000000 Penalty: 5177.679199
	Iteration 6Q: 3 clusters Score -6381246 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -6382388.500000 Penalty: 5177.679199
	Iteration 7F: 3 clusters Score -6382388 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6383680.500000 Penalty: 5177.679199
	Iteration 8F: 3 clusters Score -6383680 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6385035.500000 Penalty: 5177.679199
	Iteration 9F: 3 clusters Score -6385036 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -6386164.000000 Penalty: 5177.679199
	Iteration 10F: 3 clusters Score -6386164 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -6386868.000000 Penalty: 5177.679199
	Iteration 11Q: 3 clusters Score -6386868 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -6387217.500000 Penalty: 5177.679199
	Iteration 12Q: 3 clusters Score -6387218 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -6387441.500000 Penalty: 5177.679199
	Iteration 13Q: 3 clusters Score -6387442 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -6387597.000000 Penalty: 5177.679199
	Iteration 14Q: 3 clusters Score -6387597 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -6387746.000000 Penalty: 5177.679199
	Iteration 15Q: 3 clusters Score -6387746 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -6387888.000000 Penalty: 5177.679199
	Iteration 16Q: 3 clusters Score -6387888 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -6387995.500000 Penalty: 5177.679199
	Iteration 17Q: 3 clusters Score -6387996 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6388063.000000 Penalty: 5177.679199
	Iteration 18Q: 3 clusters Score -6388063 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -6388117.500000 Penalty: 5177.679199
	Iteration 19Q: 3 clusters Score -6388118 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -6388185.500000 Penalty: 5177.679199
	Iteration 20F: 3 clusters Score -6388186 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6388230.000000 Penalty: 5177.679199
	Iteration 21Q: 3 clusters Score -6388230 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -6388275.500000 Penalty: 5177.679199
	Iteration 22Q: 3 clusters Score -6388276 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -6388352.000000 Penalty: 5177.679199
	Iteration 23Q: 3 clusters Score -6388352 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -6388400.000000 Penalty: 5177.679199
	Iteration 24Q: 3 clusters Score -6388400 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -6388415.000000 Penalty: 5177.679199
	Iteration 25Q: 3 clusters Score -6388415 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -6388463.000000 Penalty: 5177.679199
	Iteration 26Q: 3 clusters Score -6388463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -6388497.500000 Penalty: 5177.679199
	Iteration 27Q: 3 clusters Score -6388498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -6388508.000000 Penalty: 5177.679199
	Iteration 28Q: 3 clusters Score -6388508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -6388513.500000 Penalty: 5177.679199
	Iteration 29Q: 3 clusters Score -6388514 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -6388529.000000 Penalty: 5177.679199
	Iteration 30Q: 3 clusters Score -6388529 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -6388545.000000 Penalty: 5177.679199
	Iteration 31Q: 3 clusters Score -6388545 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -6388559.500000 Penalty: 5177.679199
	Iteration 32Q: 3 clusters Score -6388560 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -6388566.500000 Penalty: 5177.679199
	Iteration 33Q: 3 clusters Score -6388566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -6388567.500000 Penalty: 5177.679199
	Iteration 34Q: 3 clusters Score -6388568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -6388591.500000 Penalty: 5177.679199
	Iteration 35Q: 3 clusters Score -6388592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -6388594.000000 Penalty: 5177.679199
	Iteration 36Q: 3 clusters Score -6388594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -6388595.000000 Penalty: 5177.679199
	Iteration 37Q: 3 clusters Score -6388595 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -6388596.000000 Penalty: 5177.679199
	Iteration 38Q: 3 clusters Score -6388596 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -6388608.000000 Penalty: 5177.679199
	Iteration 39Q: 3 clusters Score -6388608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -6388620.500000 Penalty: 5177.679199
	Iteration 40F: 3 clusters Score -6388620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -6388643.500000 Penalty: 5177.679199
	Iteration 41Q: 3 clusters Score -6388644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -6388661.000000 Penalty: 5177.679199
	Iteration 42Q: 3 clusters Score -6388661 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -6388694.500000 Penalty: 5177.679199
	Iteration 43Q: 3 clusters Score -6388694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -6388701.500000 Penalty: 5177.679199
	Iteration 44Q: 3 clusters Score -6388702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -6388731.000000 Penalty: 5177.679199
	Iteration 45Q: 3 clusters Score -6388731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6388742.500000 Penalty: 5177.679199
	Iteration 46Q: 3 clusters Score -6388742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -6388768.000000 Penalty: 5177.679199
	Iteration 47Q: 3 clusters Score -6388768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -6388809.500000 Penalty: 5177.679199
	Iteration 48Q: 3 clusters Score -6388810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -6388833.500000 Penalty: 5177.679199
	Iteration 49Q: 3 clusters Score -6388834 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -6388849.000000 Penalty: 5177.679199
	Iteration 50Q: 3 clusters Score -6388849 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -6388867.000000 Penalty: 5177.679199
	Iteration 51Q: 3 clusters Score -6388867 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -6388875.000000 Penalty: 5177.679199
	Iteration 52Q: 3 clusters Score -6388875 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -6388895.000000 Penalty: 5177.679199
	Iteration 53Q: 3 clusters Score -6388895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -6388934.500000 Penalty: 5177.679199
	Iteration 54Q: 3 clusters Score -6388934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -6388981.500000 Penalty: 5177.679199
	Iteration 55Q: 3 clusters Score -6388982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6389016.000000 Penalty: 5177.679199
	Iteration 56Q: 3 clusters Score -6389016 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -6389058.500000 Penalty: 5177.679199
	Iteration 57Q: 3 clusters Score -6389058 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -6389080.500000 Penalty: 5177.679199
	Iteration 58Q: 3 clusters Score -6389080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -6389140.000000 Penalty: 5177.679199
	Iteration 59Q: 3 clusters Score -6389140 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -6389171.000000 Penalty: 5177.679199
	Iteration 60F: 3 clusters Score -6389171 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -6389158.000000 Penalty: 5177.679199
	Iteration 61Q: 3 clusters Score -6389158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -6389175.500000 Penalty: 5177.679199
	Iteration 62Q: 3 clusters Score -6389176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6389200.500000 Penalty: 5177.679199
	Iteration 63Q: 3 clusters Score -6389200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -6389218.500000 Penalty: 5177.679199
	Iteration 64Q: 3 clusters Score -6389218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -6389227.000000 Penalty: 5177.679199
	Iteration 65Q: 3 clusters Score -6389227 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -6389252.000000 Penalty: 5177.679199
	Iteration 66Q: 3 clusters Score -6389252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6389262.000000 Penalty: 5177.679199
	Iteration 67Q: 3 clusters Score -6389262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -6389259.000000 Penalty: 5177.679199
	Iteration 68Q: 3 clusters Score -6389259 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -6389300.000000 Penalty: 5177.679199
	Iteration 69Q: 3 clusters Score -6389300 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -6389321.000000 Penalty: 5177.679199
	Iteration 70Q: 3 clusters Score -6389321 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6389330.500000 Penalty: 5177.679199
	Iteration 71Q: 3 clusters Score -6389330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6389353.000000 Penalty: 5177.679199
	Iteration 72Q: 3 clusters Score -6389353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -6389364.000000 Penalty: 5177.679199
	Iteration 73Q: 3 clusters Score -6389364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -6389387.500000 Penalty: 5177.679199
	Iteration 74Q: 3 clusters Score -6389388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -6389409.000000 Penalty: 5177.679199
	Iteration 75Q: 3 clusters Score -6389409 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -6389429.500000 Penalty: 5177.679199
	Iteration 76Q: 3 clusters Score -6389430 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6389452.500000 Penalty: 5177.679199
	Iteration 77Q: 3 clusters Score -6389452 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -6389479.500000 Penalty: 5177.679199
	Iteration 78Q: 3 clusters Score -6389480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -6389524.000000 Penalty: 5177.679199
	Iteration 79Q: 3 clusters Score -6389524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -6389550.000000 Penalty: 5177.679199
	Iteration 80F: 3 clusters Score -6389550 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -6389578.000000 Penalty: 5177.679199
	Iteration 81Q: 3 clusters Score -6389578 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -6389592.000000 Penalty: 5177.679199
	Iteration 82Q: 3 clusters Score -6389592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6389612.000000 Penalty: 5177.679199
	Iteration 83Q: 3 clusters Score -6389612 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -6389648.500000 Penalty: 5177.679199
	Iteration 84Q: 3 clusters Score -6389648 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6389663.000000 Penalty: 5177.679199
	Iteration 85Q: 3 clusters Score -6389663 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -6389696.500000 Penalty: 5177.679199
	Iteration 86Q: 3 clusters Score -6389696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6389728.500000 Penalty: 5177.679199
	Iteration 87Q: 3 clusters Score -6389728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6389734.000000 Penalty: 5177.679199
	Iteration 88Q: 3 clusters Score -6389734 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -6389749.500000 Penalty: 5177.679199
	Iteration 89Q: 3 clusters Score -6389750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -6389758.000000 Penalty: 5177.679199
	Iteration 90Q: 3 clusters Score -6389758 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -6389780.500000 Penalty: 5177.679199
	Iteration 91Q: 3 clusters Score -6389780 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -6389803.500000 Penalty: 5177.679199
	Iteration 92Q: 3 clusters Score -6389804 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6389819.000000 Penalty: 5177.679199
	Iteration 93Q: 3 clusters Score -6389819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -6389842.000000 Penalty: 5177.679199
	Iteration 94Q: 3 clusters Score -6389842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6389850.500000 Penalty: 5177.679199
	Iteration 95Q: 3 clusters Score -6389850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -6389867.000000 Penalty: 5177.679199
	Iteration 96Q: 3 clusters Score -6389867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6389882.000000 Penalty: 5177.679199
	Iteration 97Q: 3 clusters Score -6389882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6389879.500000 Penalty: 5177.679199
	Iteration 98Q: 3 clusters Score -6389880 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -6389892.500000 Penalty: 5177.679199
	Iteration 99Q: 3 clusters Score -6389892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -6389903.500000 Penalty: 5177.679199
	Iteration 100F: 3 clusters Score -6389904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -6389922.000000 Penalty: 5177.679199
	Iteration 101Q: 3 clusters Score -6389922 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -6389937.000000 Penalty: 5177.679199
	Iteration 102Q: 3 clusters Score -6389937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6389942.000000 Penalty: 5177.679199
	Iteration 103Q: 3 clusters Score -6389942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -6389960.000000 Penalty: 5177.679199
	Iteration 104Q: 3 clusters Score -6389960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6389968.500000 Penalty: 5177.679199
	Iteration 105Q: 3 clusters Score -6389968 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -6389971.500000 Penalty: 5177.679199
	Iteration 106Q: 3 clusters Score -6389972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6389976.500000 Penalty: 5177.679199
	Iteration 107Q: 3 clusters Score -6389976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6390006.000000 Penalty: 5177.679199
	Iteration 108Q: 3 clusters Score -6390006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6390032.000000 Penalty: 5177.679199
	Iteration 109Q: 3 clusters Score -6390032 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6390033.000000 Penalty: 5177.679199
	Iteration 110Q: 3 clusters Score -6390033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -6390040.000000 Penalty: 5177.679199
	Iteration 111Q: 3 clusters Score -6390040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6390055.000000 Penalty: 5177.679199
	Iteration 112Q: 3 clusters Score -6390055 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -6390054.500000 Penalty: 5177.679199
	Iteration 113Q: 3 clusters Score -6390054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -6390060.500000 Penalty: 5177.679199
	Iteration 114Q: 3 clusters Score -6390060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6390078.000000 Penalty: 5177.679199
	Iteration 115Q: 3 clusters Score -6390078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6390087.000000 Penalty: 5177.679199
	Iteration 116Q: 3 clusters Score -6390087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -6390108.000000 Penalty: 5177.679199
	Iteration 117Q: 3 clusters Score -6390108 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6390118.000000 Penalty: 5177.679199
	Iteration 118Q: 3 clusters Score -6390118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6390116.500000 Penalty: 5177.679199
	Iteration 119Q: 3 clusters Score -6390116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -6390119.000000 Penalty: 5177.679199
	Iteration 120F: 3 clusters Score -6390119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6390125.500000 Penalty: 5177.679199
	Iteration 121Q: 3 clusters Score -6390126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6390136.000000 Penalty: 5177.679199
	Iteration 122Q: 3 clusters Score -6390136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -6390139.500000 Penalty: 5177.679199
	Iteration 123Q: 3 clusters Score -6390140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -6390145.500000 Penalty: 5177.679199
	Iteration 124Q: 3 clusters Score -6390146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6390157.000000 Penalty: 5177.679199
	Iteration 125Q: 3 clusters Score -6390157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6390176.000000 Penalty: 5177.679199
	Iteration 126Q: 3 clusters Score -6390176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6390165.500000 Penalty: 5177.679199
	Iteration 127Q: 3 clusters Score -6390166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6390170.500000 Penalty: 5177.679199
	Iteration 128Q: 3 clusters Score -6390170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6390183.000000 Penalty: 5177.679199
	Iteration 129Q: 3 clusters Score -6390183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -6390194.500000 Penalty: 5177.679199
	Iteration 130Q: 3 clusters Score -6390194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6390210.500000 Penalty: 5177.679199
	Iteration 131Q: 3 clusters Score -6390210 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6390219.500000 Penalty: 5177.679199
	Iteration 132Q: 3 clusters Score -6390220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6390231.000000 Penalty: 5177.679199
	Iteration 133Q: 3 clusters Score -6390231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6390230.500000 Penalty: 5177.679199
	Iteration 134Q: 3 clusters Score -6390230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6390229.500000 Penalty: 5177.679199
	Iteration 135Q: 3 clusters Score -6390230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6390235.500000 Penalty: 5177.679199
	Iteration 136Q: 3 clusters Score -6390236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6390233.000000 Penalty: 5177.679199
	Iteration 137Q: 3 clusters Score -6390233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -6390243.000000 Penalty: 5177.679199
	Iteration 138Q: 3 clusters Score -6390243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6390234.000000 Penalty: 5177.679199
	Iteration 139Q: 3 clusters Score -6390234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -6390249.000000 Penalty: 5177.679199
	Iteration 140F: 3 clusters Score -6390249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -6390250.000000 Penalty: 5177.679199
	Iteration 141Q: 3 clusters Score -6390250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6390246.500000 Penalty: 5177.679199
	Iteration 142Q: 3 clusters Score -6390246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6390244.000000 Penalty: 5177.679199
	Iteration 143Q: 3 clusters Score -6390244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6390245.500000 Penalty: 5177.679199
	Iteration 144Q: 3 clusters Score -6390246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6390253.000000 Penalty: 5177.679199
	Iteration 145Q: 3 clusters Score -6390253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -6390250.500000 Penalty: 5177.679199
	Iteration 146Q: 3 clusters Score -6390250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6390261.000000 Penalty: 5177.679199
	Iteration 147Q: 3 clusters Score -6390261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -6390281.500000 Penalty: 5177.679199
	Iteration 148Q: 3 clusters Score -6390282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6390286.000000 Penalty: 5177.679199
	Iteration 149Q: 3 clusters Score -6390286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6390298.000000 Penalty: 5177.679199
	Iteration 150Q: 3 clusters Score -6390298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -6390293.000000 Penalty: 5177.679199
	Iteration 151Q: 3 clusters Score -6390293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6390300.000000 Penalty: 5177.679199
	Iteration 152Q: 3 clusters Score -6390300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -6390289.500000 Penalty: 5177.679199
	Iteration 153Q: 3 clusters Score -6390290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6390298.000000 Penalty: 5177.679199
	Iteration 154Q: 3 clusters Score -6390298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6390290.500000 Penalty: 5177.679199
	Iteration 155Q: 3 clusters Score -6390290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6390300.500000 Penalty: 5177.679199
	Iteration 156Q: 3 clusters Score -6390300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6390299.500000 Penalty: 5177.679199
	Iteration 157Q: 3 clusters Score -6390300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6390307.500000 Penalty: 5177.679199
	Iteration 158Q: 3 clusters Score -6390308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6390306.000000 Penalty: 5177.679199
	Iteration 159Q: 3 clusters Score -6390306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -6390310.500000 Penalty: 5177.679199
	Iteration 160F: 3 clusters Score -6390310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6390305.500000 Penalty: 5177.679199
	Iteration 161Q: 3 clusters Score -6390306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -6390307.500000 Penalty: 5177.679199
	Iteration 162Q: 3 clusters Score -6390308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6390301.000000 Penalty: 5177.679199
	Iteration 163Q: 3 clusters Score -6390301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6390303.000000 Penalty: 5177.679199
	Iteration 164Q: 3 clusters Score -6390303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -6390304.500000 Penalty: 5177.679199
	Iteration 165Q: 3 clusters Score -6390304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -6390299.500000 Penalty: 5177.679199
	Iteration 166Q: 3 clusters Score -6390300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -6390299.500000 Penalty: 5177.679199
	Iteration 167Q: 3 clusters Score -6390300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -6390296.500000 Penalty: 5177.679199
	Iteration 168Q: 3 clusters Score -6390296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6390296.000000 Penalty: 5177.679199
	Iteration 169Q: 3 clusters Score -6390296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6390293.500000 Penalty: 5177.679199
	Iteration 170Q: 3 clusters Score -6390294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -6390293.500000 Penalty: 5177.679199
	Iteration 171F: 3 clusters Score -6390294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (38353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Entering Unmasked Estep 
Score: -7167298.000000 Penalty: 2617.537842
	Iteration 0F: 2 clusters Score -7167298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -7141533.000000 Penalty: 5235.075684
	Iteration 0F: 3 clusters Score -7141533 nChanged 17426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -7151056.500000 Penalty: 5235.075684
	Iteration 1F: 3 clusters Score -7151056 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -7151423.500000 Penalty: 5235.075684
	Iteration 2Q: 3 clusters Score -7151424 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -7151752.500000 Penalty: 5235.075684
	Iteration 3Q: 3 clusters Score -7151752 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -7152106.500000 Penalty: 5235.075684
	Iteration 4Q: 3 clusters Score -7152106 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -7152546.000000 Penalty: 5235.075684
	Iteration 5Q: 3 clusters Score -7152546 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -7153191.000000 Penalty: 5235.075684
	Iteration 6Q: 3 clusters Score -7153191 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -7154096.500000 Penalty: 5235.075684
	Iteration 7Q: 3 clusters Score -7154096 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -7155395.500000 Penalty: 5235.075684
	Iteration 8F: 3 clusters Score -7155396 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -7157142.500000 Penalty: 5235.075684
	Iteration 9F: 3 clusters Score -7157142 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -7159283.500000 Penalty: 5235.075684
	Iteration 10F: 3 clusters Score -7159284 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -7161404.500000 Penalty: 5235.075684
	Iteration 11F: 3 clusters Score -7161404 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -7162926.500000 Penalty: 5235.075684
	Iteration 12Q: 3 clusters Score -7162926 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7163913.500000 Penalty: 5235.075684
	Iteration 13Q: 3 clusters Score -7163914 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7164388.500000 Penalty: 5235.075684
	Iteration 14Q: 3 clusters Score -7164388 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7164659.500000 Penalty: 5235.075684
	Iteration 15Q: 3 clusters Score -7164660 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7164770.500000 Penalty: 5235.075684
	Iteration 16Q: 3 clusters Score -7164770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7164843.500000 Penalty: 5235.075684
	Iteration 17Q: 3 clusters Score -7164844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7164885.000000 Penalty: 5235.075684
	Iteration 18Q: 3 clusters Score -7164885 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7164926.500000 Penalty: 5235.075684
	Iteration 19Q: 3 clusters Score -7164926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7164952.500000 Penalty: 5235.075684
	Iteration 20F: 3 clusters Score -7164952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7164984.000000 Penalty: 5235.075684
	Iteration 21Q: 3 clusters Score -7164984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7164994.500000 Penalty: 5235.075684
	Iteration 22Q: 3 clusters Score -7164994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7164991.500000 Penalty: 5235.075684
	Iteration 23Q: 3 clusters Score -7164992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7165001.500000 Penalty: 5235.075684
	Iteration 24Q: 3 clusters Score -7165002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7165012.000000 Penalty: 5235.075684
	Iteration 25Q: 3 clusters Score -7165012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7165032.500000 Penalty: 5235.075684
	Iteration 26Q: 3 clusters Score -7165032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7165043.500000 Penalty: 5235.075684
	Iteration 27Q: 3 clusters Score -7165044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7165041.000000 Penalty: 5235.075684
	Iteration 28Q: 3 clusters Score -7165041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7165054.000000 Penalty: 5235.075684
	Iteration 29Q: 3 clusters Score -7165054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7165063.000000 Penalty: 5235.075684
	Iteration 30Q: 3 clusters Score -7165063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7165065.500000 Penalty: 5235.075684
	Iteration 31Q: 3 clusters Score -7165066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7165066.000000 Penalty: 5235.075684
	Iteration 32Q: 3 clusters Score -7165066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7165071.000000 Penalty: 5235.075684
	Iteration 33Q: 3 clusters Score -7165071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7165069.500000 Penalty: 5235.075684
	Iteration 34Q: 3 clusters Score -7165070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7165073.500000 Penalty: 5235.075684
	Iteration 35Q: 3 clusters Score -7165074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37995 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7165075.000000 Penalty: 5235.075684
	Iteration 36Q: 3 clusters Score -7165075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7165085.000000 Penalty: 5235.075684
	Iteration 37Q: 3 clusters Score -7165085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7165091.000000 Penalty: 5235.075684
	Iteration 38Q: 3 clusters Score -7165091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7165089.000000 Penalty: 5235.075684
	Iteration 39Q: 3 clusters Score -7165089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7165089.000000 Penalty: 5235.075684
	Iteration 40F: 3 clusters Score -7165089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -59821.839844 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59821.84 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -60164.816406 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60164.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60366.613281 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60366.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -60458.500000 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60458.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60522.730469 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60522.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60604.269531 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60604.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60690.675781 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60690.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60776.062500 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60776.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60845.000000 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60888.019531 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60888.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60914.812500 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60914.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60925.972656 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60925.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60928.320312 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60928.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60929.890625 Penalty: 3120.618408
	Iteration 13F: 3 clusters Score -60929.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60937.632812 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -60937.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -60937.632812 Penalty: 3120.618408
	Iteration 15F: 3 clusters Score -60937.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (53974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Entering Unmasked Estep 
Score: -10118201.000000 Penalty: 2702.271729
	Iteration 0F: 2 clusters Score -1.01182e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -10086533.000000 Penalty: 5404.543457
	Iteration 0F: 3 clusters Score -1.008653e+07 nChanged 24941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -10100600.000000 Penalty: 5404.543457
	Iteration 1F: 3 clusters Score -1.01006e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -10101325.000000 Penalty: 5404.543457
	Iteration 2Q: 3 clusters Score -1.010132e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -10102049.000000 Penalty: 5404.543457
	Iteration 3Q: 3 clusters Score -1.010205e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -10103261.000000 Penalty: 5404.543457
	Iteration 4F: 3 clusters Score -1.010326e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -10105027.000000 Penalty: 5404.543457
	Iteration 5F: 3 clusters Score -1.010503e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -10107543.000000 Penalty: 5404.543457
	Iteration 6F: 3 clusters Score -1.010754e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -10109730.000000 Penalty: 5404.543457
	Iteration 7F: 3 clusters Score -1.010973e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -10112688.000000 Penalty: 5404.543457
	Iteration 8F: 3 clusters Score -1.011269e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -10114601.000000 Penalty: 5404.543457
	Iteration 9Q: 3 clusters Score -1.01146e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52951 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -10115356.000000 Penalty: 5404.543457
	Iteration 10Q: 3 clusters Score -1.011536e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10115643.000000 Penalty: 5404.543457
	Iteration 11Q: 3 clusters Score -1.011564e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10115759.000000 Penalty: 5404.543457
	Iteration 12Q: 3 clusters Score -1.011576e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10115773.000000 Penalty: 5404.543457
	Iteration 13Q: 3 clusters Score -1.011577e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10115801.000000 Penalty: 5404.543457
	Iteration 14Q: 3 clusters Score -1.01158e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10115842.000000 Penalty: 5404.543457
	Iteration 15Q: 3 clusters Score -1.011584e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -10115876.000000 Penalty: 5404.543457
	Iteration 16Q: 3 clusters Score -1.011588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -10115895.000000 Penalty: 5404.543457
	Iteration 17Q: 3 clusters Score -1.01159e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -10115920.000000 Penalty: 5404.543457
	Iteration 18Q: 3 clusters Score -1.011592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -10115932.000000 Penalty: 5404.543457
	Iteration 19Q: 3 clusters Score -1.011593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -10115933.000000 Penalty: 5404.543457
	Iteration 20F: 3 clusters Score -1.011593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Entering Unmasked Estep 
Score: -7481777.500000 Penalty: 2625.472900
	Iteration 0F: 2 clusters Score -7481778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7454837.500000 Penalty: 5250.945801
	Iteration 0F: 3 clusters Score -7454838 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -7464594.500000 Penalty: 5250.945801
	Iteration 1F: 3 clusters Score -7464594 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -7465060.000000 Penalty: 5250.945801
	Iteration 2Q: 3 clusters Score -7465060 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -7465457.000000 Penalty: 5250.945801
	Iteration 3Q: 3 clusters Score -7465457 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -7465825.000000 Penalty: 5250.945801
	Iteration 4Q: 3 clusters Score -7465825 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -7466187.500000 Penalty: 5250.945801
	Iteration 5Q: 3 clusters Score -7466188 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -7466539.500000 Penalty: 5250.945801
	Iteration 6Q: 3 clusters Score -7466540 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -7466972.500000 Penalty: 5250.945801
	Iteration 7Q: 3 clusters Score -7466972 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7467462.500000 Penalty: 5250.945801
	Iteration 8Q: 3 clusters Score -7467462 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7468067.000000 Penalty: 5250.945801
	Iteration 9Q: 3 clusters Score -7468067 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -7468841.000000 Penalty: 5250.945801
	Iteration 10Q: 3 clusters Score -7468841 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -7469929.500000 Penalty: 5250.945801
	Iteration 11Q: 3 clusters Score -7469930 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -7471287.000000 Penalty: 5250.945801
	Iteration 12Q: 3 clusters Score -7471287 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -7472904.500000 Penalty: 5250.945801
	Iteration 13Q: 3 clusters Score -7472904 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -7474365.500000 Penalty: 5250.945801
	Iteration 14Q: 3 clusters Score -7474366 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -7475385.000000 Penalty: 5250.945801
	Iteration 15Q: 3 clusters Score -7475385 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -7476069.500000 Penalty: 5250.945801
	Iteration 16Q: 3 clusters Score -7476070 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -7476461.500000 Penalty: 5250.945801
	Iteration 17Q: 3 clusters Score -7476462 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -7476812.000000 Penalty: 5250.945801
	Iteration 18Q: 3 clusters Score -7476812 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -7477069.000000 Penalty: 5250.945801
	Iteration 19Q: 3 clusters Score -7477069 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -7477309.000000 Penalty: 5250.945801
	Iteration 20F: 3 clusters Score -7477309 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -7477569.000000 Penalty: 5250.945801
	Iteration 21Q: 3 clusters Score -7477569 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -7477853.000000 Penalty: 5250.945801
	Iteration 22Q: 3 clusters Score -7477853 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7478086.000000 Penalty: 5250.945801
	Iteration 23Q: 3 clusters Score -7478086 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -7478327.500000 Penalty: 5250.945801
	Iteration 24Q: 3 clusters Score -7478328 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -7478558.500000 Penalty: 5250.945801
	Iteration 25Q: 3 clusters Score -7478558 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7478716.000000 Penalty: 5250.945801
	Iteration 26Q: 3 clusters Score -7478716 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -7478859.500000 Penalty: 5250.945801
	Iteration 27Q: 3 clusters Score -7478860 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -7478971.000000 Penalty: 5250.945801
	Iteration 28Q: 3 clusters Score -7478971 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7479061.000000 Penalty: 5250.945801
	Iteration 29Q: 3 clusters Score -7479061 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -7479124.000000 Penalty: 5250.945801
	Iteration 30Q: 3 clusters Score -7479124 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -7479210.000000 Penalty: 5250.945801
	Iteration 31Q: 3 clusters Score -7479210 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -7479300.500000 Penalty: 5250.945801
	Iteration 32Q: 3 clusters Score -7479300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -7479374.000000 Penalty: 5250.945801
	Iteration 33Q: 3 clusters Score -7479374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -7479416.000000 Penalty: 5250.945801
	Iteration 34Q: 3 clusters Score -7479416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -7479453.500000 Penalty: 5250.945801
	Iteration 35Q: 3 clusters Score -7479454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -7479460.000000 Penalty: 5250.945801
	Iteration 36Q: 3 clusters Score -7479460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -7479477.500000 Penalty: 5250.945801
	Iteration 37Q: 3 clusters Score -7479478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7479492.500000 Penalty: 5250.945801
	Iteration 38Q: 3 clusters Score -7479492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -7479503.000000 Penalty: 5250.945801
	Iteration 39Q: 3 clusters Score -7479503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7479511.000000 Penalty: 5250.945801
	Iteration 40F: 3 clusters Score -7479511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -7479530.500000 Penalty: 5250.945801
	Iteration 41Q: 3 clusters Score -7479530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7479541.000000 Penalty: 5250.945801
	Iteration 42Q: 3 clusters Score -7479541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -7479544.000000 Penalty: 5250.945801
	Iteration 43Q: 3 clusters Score -7479544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -7479558.500000 Penalty: 5250.945801
	Iteration 44Q: 3 clusters Score -7479558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7479561.000000 Penalty: 5250.945801
	Iteration 45Q: 3 clusters Score -7479561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7479578.000000 Penalty: 5250.945801
	Iteration 46Q: 3 clusters Score -7479578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -7479572.500000 Penalty: 5250.945801
	Iteration 47Q: 3 clusters Score -7479572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7479581.500000 Penalty: 5250.945801
	Iteration 48Q: 3 clusters Score -7479582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7479594.000000 Penalty: 5250.945801
	Iteration 49Q: 3 clusters Score -7479594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -7479606.500000 Penalty: 5250.945801
	Iteration 50Q: 3 clusters Score -7479606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7479606.500000 Penalty: 5250.945801
	Iteration 51Q: 3 clusters Score -7479606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7479620.500000 Penalty: 5250.945801
	Iteration 52Q: 3 clusters Score -7479620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -7479630.000000 Penalty: 5250.945801
	Iteration 53Q: 3 clusters Score -7479630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7479646.000000 Penalty: 5250.945801
	Iteration 54Q: 3 clusters Score -7479646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7479651.500000 Penalty: 5250.945801
	Iteration 55Q: 3 clusters Score -7479652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7479653.500000 Penalty: 5250.945801
	Iteration 56Q: 3 clusters Score -7479654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7479647.000000 Penalty: 5250.945801
	Iteration 57Q: 3 clusters Score -7479647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7479654.000000 Penalty: 5250.945801
	Iteration 58Q: 3 clusters Score -7479654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -7479651.500000 Penalty: 5250.945801
	Iteration 59Q: 3 clusters Score -7479652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7479650.000000 Penalty: 5250.945801
	Iteration 60F: 3 clusters Score -7479650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7479647.500000 Penalty: 5250.945801
	Iteration 61Q: 3 clusters Score -7479648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7479647.500000 Penalty: 5250.945801
	Iteration 62F: 3 clusters Score -7479648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42460 members 
Mstep: Class 4 contains 29284 members 
Mstep: Class 5 contains 42487 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 52034 members 
Mstep: Class 10 contains 45687 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30121 members 
Mstep: Class 13 contains 42508 members 
Mstep: Class 14 contains 5124 members 
Mstep: Class 15 contains 4944 members 
Mstep: Class 16 contains 44663 members 
Mstep: Class 17 contains 47080 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45333 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26500 members 
Mstep: Class 23 contains 40132 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23476 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 34162 members 
Mstep: Class 28 contains 38353 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53974 members 
Mstep: Class 31 contains 39600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159600.000000 Penalty: 103966.859375
Iteration 199Q: 32 clusters Score -1.371596e+08 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42377 members 
Mstep: Class 4 contains 29110 members 
Mstep: Class 5 contains 42455 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 52153 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30129 members 
Mstep: Class 13 contains 42483 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 4946 members 
Mstep: Class 16 contains 44451 members 
Mstep: Class 17 contains 47159 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45278 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26441 members 
Mstep: Class 23 contains 40966 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23385 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 33885 members 
Mstep: Class 28 contains 38203 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53959 members 
Mstep: Class 31 contains 39512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159600.000000 Penalty: 103966.859375
Iteration 200F: 32 clusters Score -1.371596e+08 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42296 members 
Mstep: Class 4 contains 28955 members 
Mstep: Class 5 contains 42446 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 52245 members 
Mstep: Class 10 contains 44862 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30118 members 
Mstep: Class 13 contains 42454 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 4936 members 
Mstep: Class 16 contains 44234 members 
Mstep: Class 17 contains 47170 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45211 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26408 members 
Mstep: Class 23 contains 41815 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 23319 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 33643 members 
Mstep: Class 28 contains 38077 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53959 members 
Mstep: Class 31 contains 39376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159552.000000 Penalty: 103966.859375
Iteration 201Q: 32 clusters Score -1.371596e+08 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42269 members 
Mstep: Class 4 contains 28737 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 52303 members 
Mstep: Class 10 contains 44533 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30106 members 
Mstep: Class 13 contains 42455 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 4928 members 
Mstep: Class 16 contains 44021 members 
Mstep: Class 17 contains 47187 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45140 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26375 members 
Mstep: Class 23 contains 42776 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 23245 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 33408 members 
Mstep: Class 28 contains 37965 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53937 members 
Mstep: Class 31 contains 39184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 103966.859375
Iteration 202Q: 32 clusters Score -1.371605e+08 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42295 members 
Mstep: Class 4 contains 28494 members 
Mstep: Class 5 contains 42275 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 52337 members 
Mstep: Class 10 contains 44205 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30112 members 
Mstep: Class 13 contains 42464 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 4914 members 
Mstep: Class 16 contains 43893 members 
Mstep: Class 17 contains 47240 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 45068 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26364 members 
Mstep: Class 23 contains 43773 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 23171 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 33228 members 
Mstep: Class 28 contains 37874 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53880 members 
Mstep: Class 31 contains 38964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160832.000000 Penalty: 103966.859375
Iteration 203Q: 32 clusters Score -1.371608e+08 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42344 members 
Mstep: Class 4 contains 28217 members 
Mstep: Class 5 contains 42208 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 52372 members 
Mstep: Class 10 contains 43901 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30101 members 
Mstep: Class 13 contains 42450 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 4896 members 
Mstep: Class 16 contains 43782 members 
Mstep: Class 17 contains 47273 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44978 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26376 members 
Mstep: Class 23 contains 44723 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 23090 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 33118 members 
Mstep: Class 28 contains 37785 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53837 members 
Mstep: Class 31 contains 38840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161008.000000 Penalty: 103966.859375
Iteration 204Q: 32 clusters Score -1.37161e+08 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42389 members 
Mstep: Class 4 contains 27948 members 
Mstep: Class 5 contains 42141 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 52391 members 
Mstep: Class 10 contains 43651 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30090 members 
Mstep: Class 13 contains 42454 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 43651 members 
Mstep: Class 17 contains 47319 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44881 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26362 members 
Mstep: Class 23 contains 45764 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 23018 members 
Mstep: Class 26 contains 2025 members 
Mstep: Class 27 contains 33072 members 
Mstep: Class 28 contains 37721 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53758 members 
Mstep: Class 31 contains 38609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160704.000000 Penalty: 103966.859375
Iteration 205Q: 32 clusters Score -1.371607e+08 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42470 members 
Mstep: Class 4 contains 27715 members 
Mstep: Class 5 contains 42106 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 52379 members 
Mstep: Class 10 contains 43481 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 42460 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 43499 members 
Mstep: Class 17 contains 47339 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44784 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26350 members 
Mstep: Class 23 contains 46731 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22961 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 33051 members 
Mstep: Class 28 contains 37642 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53681 members 
Mstep: Class 31 contains 38360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160560.000000 Penalty: 103966.859375
Iteration 206Q: 32 clusters Score -1.371606e+08 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42589 members 
Mstep: Class 4 contains 27489 members 
Mstep: Class 5 contains 42125 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 52356 members 
Mstep: Class 10 contains 43267 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30117 members 
Mstep: Class 13 contains 42455 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 4883 members 
Mstep: Class 16 contains 43371 members 
Mstep: Class 17 contains 47416 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44680 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26332 members 
Mstep: Class 23 contains 47478 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22903 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 33025 members 
Mstep: Class 28 contains 37557 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53554 members 
Mstep: Class 31 contains 38207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160224.000000 Penalty: 103966.859375
Iteration 207Q: 32 clusters Score -1.371602e+08 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42716 members 
Mstep: Class 4 contains 27257 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 52393 members 
Mstep: Class 10 contains 43175 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 30141 members 
Mstep: Class 13 contains 42446 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 4874 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 47525 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44538 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26315 members 
Mstep: Class 23 contains 47884 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22864 members 
Mstep: Class 26 contains 2024 members 
Mstep: Class 27 contains 33015 members 
Mstep: Class 28 contains 37449 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53432 members 
Mstep: Class 31 contains 38189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 208Q: 32 clusters Score -1.371603e+08 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 27040 members 
Mstep: Class 5 contains 42268 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 52528 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30162 members 
Mstep: Class 13 contains 42454 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 4871 members 
Mstep: Class 16 contains 43179 members 
Mstep: Class 17 contains 47632 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44344 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26291 members 
Mstep: Class 23 contains 48222 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22776 members 
Mstep: Class 26 contains 2024 members 
Mstep: Class 27 contains 32990 members 
Mstep: Class 28 contains 37324 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53317 members 
Mstep: Class 31 contains 38094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 209Q: 32 clusters Score -1.371601e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42981 members 
Mstep: Class 4 contains 26841 members 
Mstep: Class 5 contains 42305 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 52649 members 
Mstep: Class 10 contains 43381 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 12 contains 30183 members 
Mstep: Class 13 contains 42460 members 
Mstep: Class 14 contains 5089 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 43032 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 44169 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26274 members 
Mstep: Class 23 contains 48384 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22720 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 32990 members 
Mstep: Class 28 contains 37194 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53225 members 
Mstep: Class 31 contains 38077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 210Q: 32 clusters Score -1.371603e+08 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 26630 members 
Mstep: Class 5 contains 42331 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 52824 members 
Mstep: Class 10 contains 43615 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 30198 members 
Mstep: Class 13 contains 42451 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 43007 members 
Mstep: Class 17 contains 47828 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43977 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26254 members 
Mstep: Class 23 contains 48462 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22663 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 32984 members 
Mstep: Class 28 contains 37105 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53164 members 
Mstep: Class 31 contains 38031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160448.000000 Penalty: 103966.859375
Iteration 211Q: 32 clusters Score -1.371604e+08 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 26411 members 
Mstep: Class 5 contains 42366 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5452 members 
Mstep: Class 9 contains 52941 members 
Mstep: Class 10 contains 43966 members 
Mstep: Class 11 contains 2417 members 
Mstep: Class 12 contains 30231 members 
Mstep: Class 13 contains 42423 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 42965 members 
Mstep: Class 17 contains 47942 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43799 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26225 members 
Mstep: Class 23 contains 48523 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22639 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 32980 members 
Mstep: Class 28 contains 37012 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53068 members 
Mstep: Class 31 contains 38040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160592.000000 Penalty: 103966.859375
Iteration 212Q: 32 clusters Score -1.371606e+08 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43304 members 
Mstep: Class 4 contains 26190 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5453 members 
Mstep: Class 9 contains 53044 members 
Mstep: Class 10 contains 44392 members 
Mstep: Class 11 contains 2418 members 
Mstep: Class 12 contains 30267 members 
Mstep: Class 13 contains 42401 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 42956 members 
Mstep: Class 17 contains 48010 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43624 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26210 members 
Mstep: Class 23 contains 48506 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22621 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 32989 members 
Mstep: Class 28 contains 36916 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53025 members 
Mstep: Class 31 contains 38002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161408.000000 Penalty: 103966.859375
Iteration 213Q: 32 clusters Score -1.371614e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43425 members 
Mstep: Class 4 contains 26024 members 
Mstep: Class 5 contains 42410 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 53161 members 
Mstep: Class 10 contains 44777 members 
Mstep: Class 11 contains 2419 members 
Mstep: Class 12 contains 30296 members 
Mstep: Class 13 contains 42390 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 43041 members 
Mstep: Class 17 contains 48064 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43414 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26217 members 
Mstep: Class 23 contains 48388 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22593 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 33022 members 
Mstep: Class 28 contains 36838 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53041 members 
Mstep: Class 31 contains 37959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161184.000000 Penalty: 103966.859375
Iteration 214Q: 32 clusters Score -1.371612e+08 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43521 members 
Mstep: Class 4 contains 25859 members 
Mstep: Class 5 contains 42406 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5451 members 
Mstep: Class 9 contains 53283 members 
Mstep: Class 10 contains 45102 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 30330 members 
Mstep: Class 13 contains 42371 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 43188 members 
Mstep: Class 17 contains 48083 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 43193 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 26211 members 
Mstep: Class 23 contains 48291 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22574 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 33068 members 
Mstep: Class 28 contains 36779 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53084 members 
Mstep: Class 31 contains 37953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161152.000000 Penalty: 103966.859375
Iteration 215Q: 32 clusters Score -1.371612e+08 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43613 members 
Mstep: Class 4 contains 25722 members 
Mstep: Class 5 contains 42408 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5455 members 
Mstep: Class 9 contains 53346 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 30351 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 4838 members 
Mstep: Class 16 contains 43316 members 
Mstep: Class 17 contains 48098 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42995 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26210 members 
Mstep: Class 23 contains 48217 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22546 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 33107 members 
Mstep: Class 28 contains 36730 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53161 members 
Mstep: Class 31 contains 37936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161632.000000 Penalty: 103966.859375
Iteration 216Q: 32 clusters Score -1.371616e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43723 members 
Mstep: Class 4 contains 25557 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 53409 members 
Mstep: Class 10 contains 45721 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 12 contains 30369 members 
Mstep: Class 13 contains 42347 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 43473 members 
Mstep: Class 17 contains 48097 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42802 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26213 members 
Mstep: Class 23 contains 48068 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22533 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 33144 members 
Mstep: Class 28 contains 36681 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53232 members 
Mstep: Class 31 contains 37931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162096.000000 Penalty: 103966.859375
Iteration 217Q: 32 clusters Score -1.371621e+08 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43834 members 
Mstep: Class 4 contains 25415 members 
Mstep: Class 5 contains 42420 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5459 members 
Mstep: Class 9 contains 53449 members 
Mstep: Class 10 contains 45955 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30376 members 
Mstep: Class 13 contains 42315 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 43566 members 
Mstep: Class 17 contains 48066 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42633 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26211 members 
Mstep: Class 23 contains 47969 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22536 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 33183 members 
Mstep: Class 28 contains 36665 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53321 members 
Mstep: Class 31 contains 37919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162336.000000 Penalty: 103966.859375
Iteration 218Q: 32 clusters Score -1.371623e+08 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43928 members 
Mstep: Class 4 contains 25297 members 
Mstep: Class 5 contains 42443 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 53453 members 
Mstep: Class 10 contains 46167 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30393 members 
Mstep: Class 13 contains 42289 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 43745 members 
Mstep: Class 17 contains 48028 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42477 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26207 members 
Mstep: Class 23 contains 47864 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22524 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 33257 members 
Mstep: Class 28 contains 36652 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53370 members 
Mstep: Class 31 contains 37906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162208.000000 Penalty: 103966.859375
Iteration 219Q: 32 clusters Score -1.371622e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43988 members 
Mstep: Class 4 contains 25164 members 
Mstep: Class 5 contains 42426 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5465 members 
Mstep: Class 9 contains 53429 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30425 members 
Mstep: Class 13 contains 42237 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 4833 members 
Mstep: Class 16 contains 43923 members 
Mstep: Class 17 contains 48046 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42367 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26187 members 
Mstep: Class 23 contains 47770 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22509 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 33344 members 
Mstep: Class 28 contains 36614 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53396 members 
Mstep: Class 31 contains 37970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162288.000000 Penalty: 103966.859375
Iteration 220F: 32 clusters Score -1.371623e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44019 members 
Mstep: Class 4 contains 25029 members 
Mstep: Class 5 contains 42417 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5479 members 
Mstep: Class 9 contains 53427 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30449 members 
Mstep: Class 13 contains 42213 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 44061 members 
Mstep: Class 17 contains 48056 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42234 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26182 members 
Mstep: Class 23 contains 47709 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22502 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 33438 members 
Mstep: Class 28 contains 36592 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53418 members 
Mstep: Class 31 contains 38045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162000.000000 Penalty: 103966.859375
Iteration 221Q: 32 clusters Score -1.37162e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44056 members 
Mstep: Class 4 contains 24887 members 
Mstep: Class 5 contains 42412 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 53381 members 
Mstep: Class 10 contains 46613 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30473 members 
Mstep: Class 13 contains 42177 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 44165 members 
Mstep: Class 17 contains 48079 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42122 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26183 members 
Mstep: Class 23 contains 47670 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22471 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 33508 members 
Mstep: Class 28 contains 36570 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53434 members 
Mstep: Class 31 contains 38104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162320.000000 Penalty: 103966.859375
Iteration 222Q: 32 clusters Score -1.371623e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44084 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 42345 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 53408 members 
Mstep: Class 10 contains 46742 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30492 members 
Mstep: Class 13 contains 42155 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 4821 members 
Mstep: Class 16 contains 44259 members 
Mstep: Class 17 contains 48111 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 42035 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26181 members 
Mstep: Class 23 contains 47601 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22444 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 33593 members 
Mstep: Class 28 contains 36547 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53427 members 
Mstep: Class 31 contains 38140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162496.000000 Penalty: 103966.859375
Iteration 223Q: 32 clusters Score -1.371625e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44118 members 
Mstep: Class 4 contains 24649 members 
Mstep: Class 5 contains 42286 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5480 members 
Mstep: Class 9 contains 53384 members 
Mstep: Class 10 contains 46823 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30534 members 
Mstep: Class 13 contains 42115 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 4808 members 
Mstep: Class 16 contains 44363 members 
Mstep: Class 17 contains 48148 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41960 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26168 members 
Mstep: Class 23 contains 47524 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22437 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 33661 members 
Mstep: Class 28 contains 36530 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53408 members 
Mstep: Class 31 contains 38196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161984.000000 Penalty: 103966.859375
Iteration 224Q: 32 clusters Score -1.37162e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44148 members 
Mstep: Class 4 contains 24529 members 
Mstep: Class 5 contains 42229 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 53336 members 
Mstep: Class 10 contains 46908 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30570 members 
Mstep: Class 13 contains 42076 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 44552 members 
Mstep: Class 17 contains 48178 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41866 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26133 members 
Mstep: Class 23 contains 47447 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22427 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 33731 members 
Mstep: Class 28 contains 36515 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53358 members 
Mstep: Class 31 contains 38327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162528.000000 Penalty: 103966.859375
Iteration 225Q: 32 clusters Score -1.371625e+08 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44164 members 
Mstep: Class 4 contains 24413 members 
Mstep: Class 5 contains 42203 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5485 members 
Mstep: Class 9 contains 53290 members 
Mstep: Class 10 contains 46935 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 30600 members 
Mstep: Class 13 contains 42050 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 44750 members 
Mstep: Class 17 contains 48229 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41784 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26099 members 
Mstep: Class 23 contains 47405 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22418 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 33805 members 
Mstep: Class 28 contains 36475 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53301 members 
Mstep: Class 31 contains 38419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162448.000000 Penalty: 103966.859375
Iteration 226Q: 32 clusters Score -1.371624e+08 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44159 members 
Mstep: Class 4 contains 24308 members 
Mstep: Class 5 contains 42143 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5489 members 
Mstep: Class 9 contains 53296 members 
Mstep: Class 10 contains 47012 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 30615 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 5032 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 44957 members 
Mstep: Class 17 contains 48229 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41696 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26076 members 
Mstep: Class 23 contains 47392 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22415 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 33897 members 
Mstep: Class 28 contains 36472 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53201 members 
Mstep: Class 31 contains 38478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162832.000000 Penalty: 103966.859375
Iteration 227Q: 32 clusters Score -1.371628e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44174 members 
Mstep: Class 4 contains 24202 members 
Mstep: Class 5 contains 42093 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 53254 members 
Mstep: Class 10 contains 47002 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 30654 members 
Mstep: Class 13 contains 42019 members 
Mstep: Class 14 contains 5033 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 45165 members 
Mstep: Class 17 contains 48204 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41576 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 26054 members 
Mstep: Class 23 contains 47381 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22431 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 33968 members 
Mstep: Class 28 contains 36492 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53131 members 
Mstep: Class 31 contains 38570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162816.000000 Penalty: 103966.859375
Iteration 228Q: 32 clusters Score -1.371628e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44210 members 
Mstep: Class 4 contains 24082 members 
Mstep: Class 5 contains 42039 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 53228 members 
Mstep: Class 10 contains 46969 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 30694 members 
Mstep: Class 13 contains 41980 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 45368 members 
Mstep: Class 17 contains 48183 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41478 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26048 members 
Mstep: Class 23 contains 47343 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22457 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 34027 members 
Mstep: Class 28 contains 36510 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 53053 members 
Mstep: Class 31 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163040.000000 Penalty: 103966.859375
Iteration 229Q: 32 clusters Score -1.37163e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44271 members 
Mstep: Class 4 contains 23979 members 
Mstep: Class 5 contains 41960 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 53234 members 
Mstep: Class 10 contains 46951 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 30736 members 
Mstep: Class 13 contains 41915 members 
Mstep: Class 14 contains 5026 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 45516 members 
Mstep: Class 17 contains 48160 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41381 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26040 members 
Mstep: Class 23 contains 47371 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22499 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 34104 members 
Mstep: Class 28 contains 36526 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52973 members 
Mstep: Class 31 contains 38766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163008.000000 Penalty: 103966.859375
Iteration 230Q: 32 clusters Score -1.37163e+08 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44308 members 
Mstep: Class 4 contains 23855 members 
Mstep: Class 5 contains 41913 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 53264 members 
Mstep: Class 10 contains 46966 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 12 contains 30758 members 
Mstep: Class 13 contains 41897 members 
Mstep: Class 14 contains 5025 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 45712 members 
Mstep: Class 17 contains 48143 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41280 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26029 members 
Mstep: Class 23 contains 47371 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22519 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 34146 members 
Mstep: Class 28 contains 36548 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52932 members 
Mstep: Class 31 contains 38784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162992.000000 Penalty: 103966.859375
Iteration 231Q: 32 clusters Score -1.37163e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44340 members 
Mstep: Class 4 contains 23719 members 
Mstep: Class 5 contains 41890 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5504 members 
Mstep: Class 9 contains 53297 members 
Mstep: Class 10 contains 46986 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30778 members 
Mstep: Class 13 contains 41890 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 4761 members 
Mstep: Class 16 contains 45866 members 
Mstep: Class 17 contains 48145 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41191 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 774 members 
Mstep: Class 22 contains 26025 members 
Mstep: Class 23 contains 47385 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22523 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 34211 members 
Mstep: Class 28 contains 36561 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52872 members 
Mstep: Class 31 contains 38806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163184.000000 Penalty: 103966.859375
Iteration 232Q: 32 clusters Score -1.371632e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44347 members 
Mstep: Class 4 contains 23553 members 
Mstep: Class 5 contains 41882 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 53292 members 
Mstep: Class 10 contains 47052 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30800 members 
Mstep: Class 13 contains 41860 members 
Mstep: Class 14 contains 5012 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 45979 members 
Mstep: Class 17 contains 48162 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41148 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 25997 members 
Mstep: Class 23 contains 47377 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22528 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 34262 members 
Mstep: Class 28 contains 36589 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52829 members 
Mstep: Class 31 contains 38855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163040.000000 Penalty: 103966.859375
Iteration 233Q: 32 clusters Score -1.37163e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44348 members 
Mstep: Class 4 contains 23399 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5513 members 
Mstep: Class 9 contains 53292 members 
Mstep: Class 10 contains 47102 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30822 members 
Mstep: Class 13 contains 41834 members 
Mstep: Class 14 contains 5004 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 46021 members 
Mstep: Class 17 contains 48183 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41103 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 25975 members 
Mstep: Class 23 contains 47394 members 
Mstep: Class 24 contains 1203 members 
Mstep: Class 25 contains 22563 members 
Mstep: Class 26 contains 2035 members 
Mstep: Class 27 contains 34347 members 
Mstep: Class 28 contains 36607 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52755 members 
Mstep: Class 31 contains 38955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163536.000000 Penalty: 103966.859375
Iteration 234Q: 32 clusters Score -1.371635e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44368 members 
Mstep: Class 4 contains 23255 members 
Mstep: Class 5 contains 41854 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 53329 members 
Mstep: Class 10 contains 47175 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30843 members 
Mstep: Class 13 contains 41823 members 
Mstep: Class 14 contains 4995 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 46018 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 41025 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25948 members 
Mstep: Class 23 contains 47382 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22582 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 34420 members 
Mstep: Class 28 contains 36630 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52706 members 
Mstep: Class 31 contains 39074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163968.000000 Penalty: 103966.859375
Iteration 235Q: 32 clusters Score -1.37164e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44390 members 
Mstep: Class 4 contains 23096 members 
Mstep: Class 5 contains 41869 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 53399 members 
Mstep: Class 10 contains 47261 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30872 members 
Mstep: Class 13 contains 41787 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 4740 members 
Mstep: Class 16 contains 46017 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40932 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25924 members 
Mstep: Class 23 contains 47308 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22629 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 34465 members 
Mstep: Class 28 contains 36656 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52663 members 
Mstep: Class 31 contains 39191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163696.000000 Penalty: 103966.859375
Iteration 236Q: 32 clusters Score -1.371637e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44431 members 
Mstep: Class 4 contains 22962 members 
Mstep: Class 5 contains 41884 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 53438 members 
Mstep: Class 10 contains 47250 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30893 members 
Mstep: Class 13 contains 41753 members 
Mstep: Class 14 contains 4985 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 45943 members 
Mstep: Class 17 contains 48176 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40851 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25910 members 
Mstep: Class 23 contains 47222 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22670 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 34516 members 
Mstep: Class 28 contains 36681 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52676 members 
Mstep: Class 31 contains 39358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164144.000000 Penalty: 103966.859375
Iteration 237Q: 32 clusters Score -1.371641e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44459 members 
Mstep: Class 4 contains 22829 members 
Mstep: Class 5 contains 41880 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5541 members 
Mstep: Class 9 contains 53501 members 
Mstep: Class 10 contains 47244 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 30919 members 
Mstep: Class 13 contains 41719 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 4741 members 
Mstep: Class 16 contains 45882 members 
Mstep: Class 17 contains 48179 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40764 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25885 members 
Mstep: Class 23 contains 47167 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22684 members 
Mstep: Class 26 contains 2049 members 
Mstep: Class 27 contains 34566 members 
Mstep: Class 28 contains 36711 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52653 members 
Mstep: Class 31 contains 39496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164240.000000 Penalty: 103966.859375
Iteration 238Q: 32 clusters Score -1.371642e+08 nChanged 2233
Entering ConstructFrom: 
Score: -137164240.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (44983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Entering Unmasked Estep 
Score: -8446800.000000 Penalty: 2657.081787
	Iteration 0F: 2 clusters Score -8446800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8417293.000000 Penalty: 5314.163574
	Iteration 0F: 3 clusters Score -8417293 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8428426.000000 Penalty: 5314.163574
	Iteration 1F: 3 clusters Score -8428426 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -8428829.000000 Penalty: 5314.163574
	Iteration 2Q: 3 clusters Score -8428829 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8429201.000000 Penalty: 5314.163574
	Iteration 3Q: 3 clusters Score -8429201 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -8429574.000000 Penalty: 5314.163574
	Iteration 4Q: 3 clusters Score -8429574 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -8429915.000000 Penalty: 5314.163574
	Iteration 5Q: 3 clusters Score -8429915 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -8430223.000000 Penalty: 5314.163574
	Iteration 6Q: 3 clusters Score -8430223 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -8430606.000000 Penalty: 5314.163574
	Iteration 7Q: 3 clusters Score -8430606 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -8431044.000000 Penalty: 5314.163574
	Iteration 8Q: 3 clusters Score -8431044 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -8431716.000000 Penalty: 5314.163574
	Iteration 9Q: 3 clusters Score -8431716 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -8432643.000000 Penalty: 5314.163574
	Iteration 10Q: 3 clusters Score -8432643 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -8434012.000000 Penalty: 5314.163574
	Iteration 11Q: 3 clusters Score -8434012 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -8435661.000000 Penalty: 5314.163574
	Iteration 12F: 3 clusters Score -8435661 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -8437550.000000 Penalty: 5314.163574
	Iteration 13F: 3 clusters Score -8437550 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -8439142.000000 Penalty: 5314.163574
	Iteration 14Q: 3 clusters Score -8439142 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -8440430.000000 Penalty: 5314.163574
	Iteration 15Q: 3 clusters Score -8440430 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -8441384.000000 Penalty: 5314.163574
	Iteration 16Q: 3 clusters Score -8441384 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -8441980.000000 Penalty: 5314.163574
	Iteration 17Q: 3 clusters Score -8441980 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8442409.000000 Penalty: 5314.163574
	Iteration 18Q: 3 clusters Score -8442409 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8442755.000000 Penalty: 5314.163574
	Iteration 19Q: 3 clusters Score -8442755 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8443035.000000 Penalty: 5314.163574
	Iteration 20F: 3 clusters Score -8443035 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8443352.000000 Penalty: 5314.163574
	Iteration 21Q: 3 clusters Score -8443352 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8443666.000000 Penalty: 5314.163574
	Iteration 22Q: 3 clusters Score -8443666 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8443879.000000 Penalty: 5314.163574
	Iteration 23Q: 3 clusters Score -8443879 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8444077.000000 Penalty: 5314.163574
	Iteration 24Q: 3 clusters Score -8444077 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8444220.000000 Penalty: 5314.163574
	Iteration 25Q: 3 clusters Score -8444220 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -8444318.000000 Penalty: 5314.163574
	Iteration 26Q: 3 clusters Score -8444318 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8444437.000000 Penalty: 5314.163574
	Iteration 27Q: 3 clusters Score -8444437 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -8444572.000000 Penalty: 5314.163574
	Iteration 28Q: 3 clusters Score -8444572 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8444652.000000 Penalty: 5314.163574
	Iteration 29Q: 3 clusters Score -8444652 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8444713.000000 Penalty: 5314.163574
	Iteration 30Q: 3 clusters Score -8444713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8444747.000000 Penalty: 5314.163574
	Iteration 31Q: 3 clusters Score -8444747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8444777.000000 Penalty: 5314.163574
	Iteration 32Q: 3 clusters Score -8444777 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8444799.000000 Penalty: 5314.163574
	Iteration 33Q: 3 clusters Score -8444799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8444813.000000 Penalty: 5314.163574
	Iteration 34Q: 3 clusters Score -8444813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8444819.000000 Penalty: 5314.163574
	Iteration 35Q: 3 clusters Score -8444819 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8444810.000000 Penalty: 5314.163574
	Iteration 36Q: 3 clusters Score -8444810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8444821.000000 Penalty: 5314.163574
	Iteration 37Q: 3 clusters Score -8444821 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8444824.000000 Penalty: 5314.163574
	Iteration 38Q: 3 clusters Score -8444824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8444825.000000 Penalty: 5314.163574
	Iteration 39Q: 3 clusters Score -8444825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8444847.000000 Penalty: 5314.163574
	Iteration 40F: 3 clusters Score -8444847 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8444870.000000 Penalty: 5314.163574
	Iteration 41Q: 3 clusters Score -8444870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8444874.000000 Penalty: 5314.163574
	Iteration 42Q: 3 clusters Score -8444874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8444915.000000 Penalty: 5314.163574
	Iteration 43Q: 3 clusters Score -8444915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8444910.000000 Penalty: 5314.163574
	Iteration 44Q: 3 clusters Score -8444910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8444917.000000 Penalty: 5314.163574
	Iteration 45Q: 3 clusters Score -8444917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8444915.000000 Penalty: 5314.163574
	Iteration 46Q: 3 clusters Score -8444915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8444917.000000 Penalty: 5314.163574
	Iteration 47Q: 3 clusters Score -8444917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -8444913.000000 Penalty: 5314.163574
	Iteration 48Q: 3 clusters Score -8444913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8444925.000000 Penalty: 5314.163574
	Iteration 49Q: 3 clusters Score -8444925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8444922.000000 Penalty: 5314.163574
	Iteration 50Q: 3 clusters Score -8444922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8444920.000000 Penalty: 5314.163574
	Iteration 51Q: 3 clusters Score -8444920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8444913.000000 Penalty: 5314.163574
	Iteration 52Q: 3 clusters Score -8444913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -8444908.000000 Penalty: 5314.163574
	Iteration 53Q: 3 clusters Score -8444908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8444911.000000 Penalty: 5314.163574
	Iteration 54Q: 3 clusters Score -8444911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8444916.000000 Penalty: 5314.163574
	Iteration 55Q: 3 clusters Score -8444916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8444919.000000 Penalty: 5314.163574
	Iteration 56Q: 3 clusters Score -8444919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8444914.000000 Penalty: 5314.163574
	Iteration 57Q: 3 clusters Score -8444914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8444911.000000 Penalty: 5314.163574
	Iteration 58Q: 3 clusters Score -8444911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8444910.000000 Penalty: 5314.163574
	Iteration 59Q: 3 clusters Score -8444910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8444910.000000 Penalty: 5314.163574
	Iteration 60F: 3 clusters Score -8444910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8444914.000000 Penalty: 5314.163574
	Iteration 61Q: 3 clusters Score -8444914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8444908.000000 Penalty: 5314.163574
	Iteration 62Q: 3 clusters Score -8444908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8444912.000000 Penalty: 5314.163574
	Iteration 63Q: 3 clusters Score -8444912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8444904.000000 Penalty: 5314.163574
	Iteration 64Q: 3 clusters Score -8444904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8444906.000000 Penalty: 5314.163574
	Iteration 65Q: 3 clusters Score -8444906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8444906.000000 Penalty: 5314.163574
	Iteration 66F: 3 clusters Score -8444906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66419.476562 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66419.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66597.976562 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66597.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66682.070312 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66682.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66725.421875 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66725.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66735.890625 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66735.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66737.992188 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66737.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66739.242188 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66739.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66750.171875 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66750.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66750.171875 Penalty: 2851.698975
	Iteration 8F: 3 clusters Score -66750.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Entering Unmasked Estep 
Score: -8298106.500000 Penalty: 2654.293213
	Iteration 0F: 2 clusters Score -8298106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8268426.500000 Penalty: 5308.586426
	Iteration 0F: 3 clusters Score -8268426 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8279588.500000 Penalty: 5308.586426
	Iteration 1F: 3 clusters Score -8279588 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -8280094.000000 Penalty: 5308.586426
	Iteration 2Q: 3 clusters Score -8280094 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8280598.000000 Penalty: 5308.586426
	Iteration 3Q: 3 clusters Score -8280598 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8281368.000000 Penalty: 5308.586426
	Iteration 4Q: 3 clusters Score -8281368 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -8282534.500000 Penalty: 5308.586426
	Iteration 5Q: 3 clusters Score -8282534 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -8284020.500000 Penalty: 5308.586426
	Iteration 6Q: 3 clusters Score -8284020 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -8285788.500000 Penalty: 5308.586426
	Iteration 7F: 3 clusters Score -8285788 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8287721.000000 Penalty: 5308.586426
	Iteration 8F: 3 clusters Score -8287721 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8289456.000000 Penalty: 5308.586426
	Iteration 9F: 3 clusters Score -8289456 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8291056.000000 Penalty: 5308.586426
	Iteration 10F: 3 clusters Score -8291056 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8292304.500000 Penalty: 5308.586426
	Iteration 11Q: 3 clusters Score -8292304 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -8293004.000000 Penalty: 5308.586426
	Iteration 12Q: 3 clusters Score -8293004 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -8293483.500000 Penalty: 5308.586426
	Iteration 13Q: 3 clusters Score -8293484 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -8293913.000000 Penalty: 5308.586426
	Iteration 14Q: 3 clusters Score -8293913 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -8294275.500000 Penalty: 5308.586426
	Iteration 15Q: 3 clusters Score -8294276 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -8294714.000000 Penalty: 5308.586426
	Iteration 16Q: 3 clusters Score -8294714 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -8295156.500000 Penalty: 5308.586426
	Iteration 17Q: 3 clusters Score -8295156 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -8295551.500000 Penalty: 5308.586426
	Iteration 18Q: 3 clusters Score -8295552 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -8295795.500000 Penalty: 5308.586426
	Iteration 19Q: 3 clusters Score -8295796 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -8295997.500000 Penalty: 5308.586426
	Iteration 20F: 3 clusters Score -8295998 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -8296171.000000 Penalty: 5308.586426
	Iteration 21Q: 3 clusters Score -8296171 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -8296333.000000 Penalty: 5308.586426
	Iteration 22Q: 3 clusters Score -8296333 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8296492.000000 Penalty: 5308.586426
	Iteration 23Q: 3 clusters Score -8296492 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -8296631.500000 Penalty: 5308.586426
	Iteration 24Q: 3 clusters Score -8296632 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8296748.500000 Penalty: 5308.586426
	Iteration 25Q: 3 clusters Score -8296748 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -8296871.000000 Penalty: 5308.586426
	Iteration 26Q: 3 clusters Score -8296871 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -8296929.500000 Penalty: 5308.586426
	Iteration 27Q: 3 clusters Score -8296930 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -8296984.500000 Penalty: 5308.586426
	Iteration 28Q: 3 clusters Score -8296984 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -8297023.500000 Penalty: 5308.586426
	Iteration 29Q: 3 clusters Score -8297024 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -8297105.500000 Penalty: 5308.586426
	Iteration 30Q: 3 clusters Score -8297106 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8297155.500000 Penalty: 5308.586426
	Iteration 31Q: 3 clusters Score -8297156 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -8297218.000000 Penalty: 5308.586426
	Iteration 32Q: 3 clusters Score -8297218 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -8297247.000000 Penalty: 5308.586426
	Iteration 33Q: 3 clusters Score -8297247 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -8297290.500000 Penalty: 5308.586426
	Iteration 34Q: 3 clusters Score -8297290 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8297370.500000 Penalty: 5308.586426
	Iteration 35Q: 3 clusters Score -8297370 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -8297394.500000 Penalty: 5308.586426
	Iteration 36Q: 3 clusters Score -8297394 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -8297396.500000 Penalty: 5308.586426
	Iteration 37Q: 3 clusters Score -8297396 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -8297439.500000 Penalty: 5308.586426
	Iteration 38Q: 3 clusters Score -8297440 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8297461.500000 Penalty: 5308.586426
	Iteration 39Q: 3 clusters Score -8297462 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -8297483.500000 Penalty: 5308.586426
	Iteration 40F: 3 clusters Score -8297484 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -8297517.500000 Penalty: 5308.586426
	Iteration 41Q: 3 clusters Score -8297518 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8297523.500000 Penalty: 5308.586426
	Iteration 42Q: 3 clusters Score -8297524 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8297547.000000 Penalty: 5308.586426
	Iteration 43Q: 3 clusters Score -8297547 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -8297544.500000 Penalty: 5308.586426
	Iteration 44Q: 3 clusters Score -8297544 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -8297591.000000 Penalty: 5308.586426
	Iteration 45Q: 3 clusters Score -8297591 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8297621.000000 Penalty: 5308.586426
	Iteration 46Q: 3 clusters Score -8297621 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8297646.500000 Penalty: 5308.586426
	Iteration 47Q: 3 clusters Score -8297646 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8297673.500000 Penalty: 5308.586426
	Iteration 48Q: 3 clusters Score -8297674 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8297669.000000 Penalty: 5308.586426
	Iteration 49Q: 3 clusters Score -8297669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -8297694.000000 Penalty: 5308.586426
	Iteration 50Q: 3 clusters Score -8297694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8297687.500000 Penalty: 5308.586426
	Iteration 51Q: 3 clusters Score -8297688 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -8297673.500000 Penalty: 5308.586426
	Iteration 52Q: 3 clusters Score -8297674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -8297658.000000 Penalty: 5308.586426
	Iteration 53Q: 3 clusters Score -8297658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -8297665.500000 Penalty: 5308.586426
	Iteration 54Q: 3 clusters Score -8297666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8297665.500000 Penalty: 5308.586426
	Iteration 55Q: 3 clusters Score -8297666 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8297665.500000 Penalty: 5308.586426
	Iteration 56Q: 3 clusters Score -8297666 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8297673.500000 Penalty: 5308.586426
	Iteration 57Q: 3 clusters Score -8297674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8297677.500000 Penalty: 5308.586426
	Iteration 58Q: 3 clusters Score -8297678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8297682.000000 Penalty: 5308.586426
	Iteration 59Q: 3 clusters Score -8297682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8297672.000000 Penalty: 5308.586426
	Iteration 60F: 3 clusters Score -8297672 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -8297673.500000 Penalty: 5308.586426
	Iteration 61Q: 3 clusters Score -8297674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8297677.000000 Penalty: 5308.586426
	Iteration 62Q: 3 clusters Score -8297677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8297673.000000 Penalty: 5308.586426
	Iteration 63Q: 3 clusters Score -8297673 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -8297676.000000 Penalty: 5308.586426
	Iteration 64Q: 3 clusters Score -8297676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8297666.500000 Penalty: 5308.586426
	Iteration 65Q: 3 clusters Score -8297666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8297679.000000 Penalty: 5308.586426
	Iteration 66Q: 3 clusters Score -8297679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8297679.000000 Penalty: 5308.586426
	Iteration 67Q: 3 clusters Score -8297679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8297670.500000 Penalty: 5308.586426
	Iteration 68Q: 3 clusters Score -8297670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8297675.500000 Penalty: 5308.586426
	Iteration 69Q: 3 clusters Score -8297676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -8297667.000000 Penalty: 5308.586426
	Iteration 70Q: 3 clusters Score -8297667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -8297669.500000 Penalty: 5308.586426
	Iteration 71Q: 3 clusters Score -8297670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8297671.000000 Penalty: 5308.586426
	Iteration 72Q: 3 clusters Score -8297671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8297674.000000 Penalty: 5308.586426
	Iteration 73Q: 3 clusters Score -8297674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8297666.000000 Penalty: 5308.586426
	Iteration 74Q: 3 clusters Score -8297666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8297674.500000 Penalty: 5308.586426
	Iteration 75Q: 3 clusters Score -8297674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8297664.000000 Penalty: 5308.586426
	Iteration 76Q: 3 clusters Score -8297664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8297679.500000 Penalty: 5308.586426
	Iteration 77Q: 3 clusters Score -8297680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8297689.500000 Penalty: 5308.586426
	Iteration 78Q: 3 clusters Score -8297690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -8297685.500000 Penalty: 5308.586426
	Iteration 79Q: 3 clusters Score -8297686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8297674.000000 Penalty: 5308.586426
	Iteration 80F: 3 clusters Score -8297674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8297672.500000 Penalty: 5308.586426
	Iteration 81Q: 3 clusters Score -8297672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8297674.500000 Penalty: 5308.586426
	Iteration 82Q: 3 clusters Score -8297674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8297682.000000 Penalty: 5308.586426
	Iteration 83Q: 3 clusters Score -8297682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8297687.500000 Penalty: 5308.586426
	Iteration 84Q: 3 clusters Score -8297688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8297696.500000 Penalty: 5308.586426
	Iteration 85Q: 3 clusters Score -8297696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8297698.500000 Penalty: 5308.586426
	Iteration 86Q: 3 clusters Score -8297698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8297690.500000 Penalty: 5308.586426
	Iteration 87Q: 3 clusters Score -8297690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8297682.500000 Penalty: 5308.586426
	Iteration 88Q: 3 clusters Score -8297682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8297681.000000 Penalty: 5308.586426
	Iteration 89Q: 3 clusters Score -8297681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8297686.500000 Penalty: 5308.586426
	Iteration 90Q: 3 clusters Score -8297686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8297686.000000 Penalty: 5308.586426
	Iteration 91Q: 3 clusters Score -8297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8297686.500000 Penalty: 5308.586426
	Iteration 92Q: 3 clusters Score -8297686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8297680.000000 Penalty: 5308.586426
	Iteration 93Q: 3 clusters Score -8297680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8297684.500000 Penalty: 5308.586426
	Iteration 94Q: 3 clusters Score -8297684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8297683.500000 Penalty: 5308.586426
	Iteration 95Q: 3 clusters Score -8297684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8297684.500000 Penalty: 5308.586426
	Iteration 96Q: 3 clusters Score -8297684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8297679.500000 Penalty: 5308.586426
	Iteration 97Q: 3 clusters Score -8297680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8297681.000000 Penalty: 5308.586426
	Iteration 98Q: 3 clusters Score -8297681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8297684.000000 Penalty: 5308.586426
	Iteration 99Q: 3 clusters Score -8297684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8297686.500000 Penalty: 5308.586426
	Iteration 100F: 3 clusters Score -8297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8297691.500000 Penalty: 5308.586426
	Iteration 101Q: 3 clusters Score -8297692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8297688.500000 Penalty: 5308.586426
	Iteration 102Q: 3 clusters Score -8297688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8297693.000000 Penalty: 5308.586426
	Iteration 103Q: 3 clusters Score -8297693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8297688.500000 Penalty: 5308.586426
	Iteration 104Q: 3 clusters Score -8297688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8297685.500000 Penalty: 5308.586426
	Iteration 105Q: 3 clusters Score -8297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8297685.500000 Penalty: 5308.586426
	Iteration 106Q: 3 clusters Score -8297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8297688.000000 Penalty: 5308.586426
	Iteration 107Q: 3 clusters Score -8297688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8297688.500000 Penalty: 5308.586426
	Iteration 108Q: 3 clusters Score -8297688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -8297692.000000 Penalty: 5308.586426
	Iteration 109Q: 3 clusters Score -8297692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -8297698.500000 Penalty: 5308.586426
	Iteration 110Q: 3 clusters Score -8297698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -8297692.000000 Penalty: 5308.586426
	Iteration 111Q: 3 clusters Score -8297692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -8297691.500000 Penalty: 5308.586426
	Iteration 112Q: 3 clusters Score -8297692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8297692.000000 Penalty: 5308.586426
	Iteration 113Q: 3 clusters Score -8297692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8297692.000000 Penalty: 5308.586426
	Iteration 114Q: 3 clusters Score -8297692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8297702.000000 Penalty: 5308.586426
	Iteration 115Q: 3 clusters Score -8297702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8297699.500000 Penalty: 5308.586426
	Iteration 116Q: 3 clusters Score -8297700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -8297698.500000 Penalty: 5308.586426
	Iteration 117Q: 3 clusters Score -8297698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8297695.500000 Penalty: 5308.586426
	Iteration 118Q: 3 clusters Score -8297696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8297693.000000 Penalty: 5308.586426
	Iteration 119Q: 3 clusters Score -8297693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8297695.000000 Penalty: 5308.586426
	Iteration 120F: 3 clusters Score -8297695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8297690.000000 Penalty: 5308.586426
	Iteration 121Q: 3 clusters Score -8297690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8297692.000000 Penalty: 5308.586426
	Iteration 122Q: 3 clusters Score -8297692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8297684.500000 Penalty: 5308.586426
	Iteration 123Q: 3 clusters Score -8297684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -8297684.000000 Penalty: 5308.586426
	Iteration 124Q: 3 clusters Score -8297684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8297686.000000 Penalty: 5308.586426
	Iteration 125Q: 3 clusters Score -8297686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8297689.500000 Penalty: 5308.586426
	Iteration 126Q: 3 clusters Score -8297690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8297685.500000 Penalty: 5308.586426
	Iteration 127Q: 3 clusters Score -8297686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8297685.500000 Penalty: 5308.586426
	Iteration 128F: 3 clusters Score -8297686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Entering Unmasked Estep 
Score: -4232794.000000 Penalty: 2487.437012
	Iteration 0F: 2 clusters Score -4232794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4216931.000000 Penalty: 4974.874023
	Iteration 0F: 3 clusters Score -4216931 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4222405.500000 Penalty: 4974.874023
	Iteration 1F: 3 clusters Score -4222406 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -4222890.500000 Penalty: 4974.874023
	Iteration 2F: 3 clusters Score -4222890 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -4223454.500000 Penalty: 4974.874023
	Iteration 3F: 3 clusters Score -4223454 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4224076.000000 Penalty: 4974.874023
	Iteration 4F: 3 clusters Score -4224076 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -4224833.000000 Penalty: 4974.874023
	Iteration 5F: 3 clusters Score -4224833 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -4225762.000000 Penalty: 4974.874023
	Iteration 6F: 3 clusters Score -4225762 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -4226763.500000 Penalty: 4974.874023
	Iteration 7F: 3 clusters Score -4226764 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -4227846.500000 Penalty: 4974.874023
	Iteration 8F: 3 clusters Score -4227846 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4228972.500000 Penalty: 4974.874023
	Iteration 9F: 3 clusters Score -4228972 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4229745.500000 Penalty: 4974.874023
	Iteration 10Q: 3 clusters Score -4229746 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4230203.000000 Penalty: 4974.874023
	Iteration 11Q: 3 clusters Score -4230203 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -4230413.500000 Penalty: 4974.874023
	Iteration 12Q: 3 clusters Score -4230414 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4230515.500000 Penalty: 4974.874023
	Iteration 13Q: 3 clusters Score -4230516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4230584.000000 Penalty: 4974.874023
	Iteration 14Q: 3 clusters Score -4230584 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4230636.500000 Penalty: 4974.874023
	Iteration 15Q: 3 clusters Score -4230636 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4230671.000000 Penalty: 4974.874023
	Iteration 16Q: 3 clusters Score -4230671 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4230702.500000 Penalty: 4974.874023
	Iteration 17Q: 3 clusters Score -4230702 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4230744.000000 Penalty: 4974.874023
	Iteration 18Q: 3 clusters Score -4230744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -4230765.000000 Penalty: 4974.874023
	Iteration 19Q: 3 clusters Score -4230765 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -4230785.000000 Penalty: 4974.874023
	Iteration 20F: 3 clusters Score -4230785 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -4230803.500000 Penalty: 4974.874023
	Iteration 21Q: 3 clusters Score -4230804 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4230826.000000 Penalty: 4974.874023
	Iteration 22Q: 3 clusters Score -4230826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4230836.500000 Penalty: 4974.874023
	Iteration 23Q: 3 clusters Score -4230836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4230839.500000 Penalty: 4974.874023
	Iteration 24Q: 3 clusters Score -4230840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4230848.000000 Penalty: 4974.874023
	Iteration 25Q: 3 clusters Score -4230848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4230863.500000 Penalty: 4974.874023
	Iteration 26Q: 3 clusters Score -4230864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4230876.000000 Penalty: 4974.874023
	Iteration 27Q: 3 clusters Score -4230876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4230890.000000 Penalty: 4974.874023
	Iteration 28Q: 3 clusters Score -4230890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4230901.500000 Penalty: 4974.874023
	Iteration 29Q: 3 clusters Score -4230902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4230901.500000 Penalty: 4974.874023
	Iteration 30Q: 3 clusters Score -4230902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4230906.500000 Penalty: 4974.874023
	Iteration 31Q: 3 clusters Score -4230906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4230907.500000 Penalty: 4974.874023
	Iteration 32Q: 3 clusters Score -4230908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -4230913.000000 Penalty: 4974.874023
	Iteration 33Q: 3 clusters Score -4230913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4230918.000000 Penalty: 4974.874023
	Iteration 34Q: 3 clusters Score -4230918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4230914.500000 Penalty: 4974.874023
	Iteration 35Q: 3 clusters Score -4230914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4230918.500000 Penalty: 4974.874023
	Iteration 36Q: 3 clusters Score -4230918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4230927.500000 Penalty: 4974.874023
	Iteration 37Q: 3 clusters Score -4230928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4230929.500000 Penalty: 4974.874023
	Iteration 38Q: 3 clusters Score -4230930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4230928.500000 Penalty: 4974.874023
	Iteration 39Q: 3 clusters Score -4230928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4230926.000000 Penalty: 4974.874023
	Iteration 40F: 3 clusters Score -4230926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4230930.500000 Penalty: 4974.874023
	Iteration 41Q: 3 clusters Score -4230930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4230934.000000 Penalty: 4974.874023
	Iteration 42Q: 3 clusters Score -4230934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4230935.000000 Penalty: 4974.874023
	Iteration 43Q: 3 clusters Score -4230935 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4230942.000000 Penalty: 4974.874023
	Iteration 44Q: 3 clusters Score -4230942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4230947.500000 Penalty: 4974.874023
	Iteration 45Q: 3 clusters Score -4230948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4230950.000000 Penalty: 4974.874023
	Iteration 46Q: 3 clusters Score -4230950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4230950.500000 Penalty: 4974.874023
	Iteration 47Q: 3 clusters Score -4230950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4230952.000000 Penalty: 4974.874023
	Iteration 48Q: 3 clusters Score -4230952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4230950.000000 Penalty: 4974.874023
	Iteration 49Q: 3 clusters Score -4230950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4230949.000000 Penalty: 4974.874023
	Iteration 50Q: 3 clusters Score -4230949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4230956.500000 Penalty: 4974.874023
	Iteration 51Q: 3 clusters Score -4230956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4230953.000000 Penalty: 4974.874023
	Iteration 52Q: 3 clusters Score -4230953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4230947.000000 Penalty: 4974.874023
	Iteration 53Q: 3 clusters Score -4230947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4230950.500000 Penalty: 4974.874023
	Iteration 54Q: 3 clusters Score -4230950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4230951.000000 Penalty: 4974.874023
	Iteration 55Q: 3 clusters Score -4230951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4230950.000000 Penalty: 4974.874023
	Iteration 56Q: 3 clusters Score -4230950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4230950.000000 Penalty: 4974.874023
	Iteration 57F: 3 clusters Score -4230950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Entering Unmasked Estep 
Score: -7763218.000000 Penalty: 2639.391357
	Iteration 0F: 2 clusters Score -7763218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -7735112.500000 Penalty: 5278.782715
	Iteration 0F: 3 clusters Score -7735112 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -7745608.000000 Penalty: 5278.782715
	Iteration 1F: 3 clusters Score -7745608 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -7746438.000000 Penalty: 5278.782715
	Iteration 2Q: 3 clusters Score -7746438 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7747565.000000 Penalty: 5278.782715
	Iteration 3F: 3 clusters Score -7747565 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -7749093.500000 Penalty: 5278.782715
	Iteration 4F: 3 clusters Score -7749094 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -7751102.000000 Penalty: 5278.782715
	Iteration 5F: 3 clusters Score -7751102 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -7753699.000000 Penalty: 5278.782715
	Iteration 6F: 3 clusters Score -7753699 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -7756517.500000 Penalty: 5278.782715
	Iteration 7F: 3 clusters Score -7756518 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -7759059.500000 Penalty: 5278.782715
	Iteration 8F: 3 clusters Score -7759060 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -7760271.500000 Penalty: 5278.782715
	Iteration 9Q: 3 clusters Score -7760272 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -7760650.000000 Penalty: 5278.782715
	Iteration 10Q: 3 clusters Score -7760650 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -7760814.000000 Penalty: 5278.782715
	Iteration 11Q: 3 clusters Score -7760814 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7760894.000000 Penalty: 5278.782715
	Iteration 12Q: 3 clusters Score -7760894 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -7760960.000000 Penalty: 5278.782715
	Iteration 13Q: 3 clusters Score -7760960 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7761037.000000 Penalty: 5278.782715
	Iteration 14Q: 3 clusters Score -7761037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -7761118.000000 Penalty: 5278.782715
	Iteration 15Q: 3 clusters Score -7761118 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7761132.000000 Penalty: 5278.782715
	Iteration 16Q: 3 clusters Score -7761132 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7761174.500000 Penalty: 5278.782715
	Iteration 17Q: 3 clusters Score -7761174 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -7761229.500000 Penalty: 5278.782715
	Iteration 18Q: 3 clusters Score -7761230 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -7761256.000000 Penalty: 5278.782715
	Iteration 19Q: 3 clusters Score -7761256 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -7761277.000000 Penalty: 5278.782715
	Iteration 20F: 3 clusters Score -7761277 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -7761308.500000 Penalty: 5278.782715
	Iteration 21Q: 3 clusters Score -7761308 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7761334.000000 Penalty: 5278.782715
	Iteration 22Q: 3 clusters Score -7761334 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -7761358.500000 Penalty: 5278.782715
	Iteration 23Q: 3 clusters Score -7761358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -7761365.000000 Penalty: 5278.782715
	Iteration 24Q: 3 clusters Score -7761365 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7761368.000000 Penalty: 5278.782715
	Iteration 25Q: 3 clusters Score -7761368 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7761376.500000 Penalty: 5278.782715
	Iteration 26Q: 3 clusters Score -7761376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -7761398.000000 Penalty: 5278.782715
	Iteration 27Q: 3 clusters Score -7761398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -7761423.000000 Penalty: 5278.782715
	Iteration 28Q: 3 clusters Score -7761423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -7761423.500000 Penalty: 5278.782715
	Iteration 29Q: 3 clusters Score -7761424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7761446.000000 Penalty: 5278.782715
	Iteration 30Q: 3 clusters Score -7761446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7761452.000000 Penalty: 5278.782715
	Iteration 31Q: 3 clusters Score -7761452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -7761464.000000 Penalty: 5278.782715
	Iteration 32Q: 3 clusters Score -7761464 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7761461.500000 Penalty: 5278.782715
	Iteration 33Q: 3 clusters Score -7761462 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7761456.500000 Penalty: 5278.782715
	Iteration 34Q: 3 clusters Score -7761456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -7761463.500000 Penalty: 5278.782715
	Iteration 35Q: 3 clusters Score -7761464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -7761458.500000 Penalty: 5278.782715
	Iteration 36Q: 3 clusters Score -7761458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7761457.000000 Penalty: 5278.782715
	Iteration 37Q: 3 clusters Score -7761457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -7761457.000000 Penalty: 5278.782715
	Iteration 38Q: 3 clusters Score -7761457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7761465.000000 Penalty: 5278.782715
	Iteration 39Q: 3 clusters Score -7761465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -7761474.000000 Penalty: 5278.782715
	Iteration 40F: 3 clusters Score -7761474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -7761475.500000 Penalty: 5278.782715
	Iteration 41Q: 3 clusters Score -7761476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7761478.000000 Penalty: 5278.782715
	Iteration 42Q: 3 clusters Score -7761478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -7761473.500000 Penalty: 5278.782715
	Iteration 43Q: 3 clusters Score -7761474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7761483.500000 Penalty: 5278.782715
	Iteration 44Q: 3 clusters Score -7761484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7761473.000000 Penalty: 5278.782715
	Iteration 45Q: 3 clusters Score -7761473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7761488.500000 Penalty: 5278.782715
	Iteration 46Q: 3 clusters Score -7761488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -7761496.000000 Penalty: 5278.782715
	Iteration 47Q: 3 clusters Score -7761496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7761493.000000 Penalty: 5278.782715
	Iteration 48Q: 3 clusters Score -7761493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -7761498.000000 Penalty: 5278.782715
	Iteration 49Q: 3 clusters Score -7761498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7761503.000000 Penalty: 5278.782715
	Iteration 50Q: 3 clusters Score -7761503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7761503.500000 Penalty: 5278.782715
	Iteration 51Q: 3 clusters Score -7761504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7761507.500000 Penalty: 5278.782715
	Iteration 52Q: 3 clusters Score -7761508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7761504.000000 Penalty: 5278.782715
	Iteration 53Q: 3 clusters Score -7761504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -7761510.000000 Penalty: 5278.782715
	Iteration 54Q: 3 clusters Score -7761510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7761507.500000 Penalty: 5278.782715
	Iteration 55Q: 3 clusters Score -7761508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -7761503.000000 Penalty: 5278.782715
	Iteration 56Q: 3 clusters Score -7761503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7761508.000000 Penalty: 5278.782715
	Iteration 57Q: 3 clusters Score -7761508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7761506.000000 Penalty: 5278.782715
	Iteration 58Q: 3 clusters Score -7761506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7761506.000000 Penalty: 5278.782715
	Iteration 59F: 3 clusters Score -7761506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 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 312 members 
Entering Unmasked Estep 
Score: -92313.257812 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92313.26 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -92668.101562 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92668.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92797.289062 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92797.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -92943.843750 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92943.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93011.742188 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -93011.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93066.195312 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -93066.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -93098.296875 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -93098.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93107.203125 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -93107.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -93116.007812 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -93116.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93117.648438 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93117.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93117.648438 Penalty: 3199.433350
	Iteration 10F: 3 clusters Score -93117.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183128.625000 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -181217.640625 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181217.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -181600.250000 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181600.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181755.640625 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181755.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -181863.984375 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -181864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -181947.875000 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -181947.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -182028.515625 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -182028.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -182068.968750 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -182069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -182093.500000 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -182093.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -182117.515625 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -182129.453125 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182129.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -182140.968750 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -182157.875000 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -182169.750000 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -182169.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -182188.875000 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -182188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -182202.671875 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -182202.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -182225.812500 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -182225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -182228.093750 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -182228.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -182230.609375 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -182230.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -182234.671875 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -182234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -182236.906250 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -182236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -182236.906250 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -182236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -1032684.187500 Penalty: 2137.608398
	Iteration 0F: 2 clusters Score -1032684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1027811.437500 Penalty: 4275.216797
	Iteration 0F: 3 clusters Score -1027811 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1028941.500000 Penalty: 4275.216797
	Iteration 1F: 3 clusters Score -1028942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1029168.750000 Penalty: 4275.216797
	Iteration 2F: 3 clusters Score -1029169 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1029317.812500 Penalty: 4275.216797
	Iteration 3F: 3 clusters Score -1029318 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1029410.375000 Penalty: 4275.216797
	Iteration 4Q: 3 clusters Score -1029410 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1029483.500000 Penalty: 4275.216797
	Iteration 5Q: 3 clusters Score -1029484 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1029553.437500 Penalty: 4275.216797
	Iteration 6Q: 3 clusters Score -1029553 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1029614.437500 Penalty: 4275.216797
	Iteration 7Q: 3 clusters Score -1029614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1029659.687500 Penalty: 4275.216797
	Iteration 8Q: 3 clusters Score -1029660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1029690.187500 Penalty: 4275.216797
	Iteration 9Q: 3 clusters Score -1029690 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1029723.625000 Penalty: 4275.216797
	Iteration 10Q: 3 clusters Score -1029724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1029757.875000 Penalty: 4275.216797
	Iteration 11Q: 3 clusters Score -1029758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1029793.187500 Penalty: 4275.216797
	Iteration 12Q: 3 clusters Score -1029793 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1029821.625000 Penalty: 4275.216797
	Iteration 13Q: 3 clusters Score -1029822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1029852.375000 Penalty: 4275.216797
	Iteration 14Q: 3 clusters Score -1029852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1029869.062500 Penalty: 4275.216797
	Iteration 15Q: 3 clusters Score -1029869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1029887.437500 Penalty: 4275.216797
	Iteration 16Q: 3 clusters Score -1029887 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1029913.375000 Penalty: 4275.216797
	Iteration 17Q: 3 clusters Score -1029913 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1029934.187500 Penalty: 4275.216797
	Iteration 18Q: 3 clusters Score -1029934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1029958.875000 Penalty: 4275.216797
	Iteration 19Q: 3 clusters Score -1029959 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1029981.500000 Penalty: 4275.216797
	Iteration 20F: 3 clusters Score -1029982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1030004.750000 Penalty: 4275.216797
	Iteration 21Q: 3 clusters Score -1030005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1030029.187500 Penalty: 4275.216797
	Iteration 22Q: 3 clusters Score -1030029 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1030053.625000 Penalty: 4275.216797
	Iteration 23Q: 3 clusters Score -1030054 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1030083.687500 Penalty: 4275.216797
	Iteration 24Q: 3 clusters Score -1030084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1030110.875000 Penalty: 4275.216797
	Iteration 25Q: 3 clusters Score -1030111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1030135.000000 Penalty: 4275.216797
	Iteration 26Q: 3 clusters Score -1030135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1030162.812500 Penalty: 4275.216797
	Iteration 27Q: 3 clusters Score -1030163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1030187.562500 Penalty: 4275.216797
	Iteration 28Q: 3 clusters Score -1030188 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1030216.687500 Penalty: 4275.216797
	Iteration 29Q: 3 clusters Score -1030217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1030238.812500 Penalty: 4275.216797
	Iteration 30Q: 3 clusters Score -1030239 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1030261.812500 Penalty: 4275.216797
	Iteration 31Q: 3 clusters Score -1030262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1030289.625000 Penalty: 4275.216797
	Iteration 32Q: 3 clusters Score -1030290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1030316.750000 Penalty: 4275.216797
	Iteration 33Q: 3 clusters Score -1030317 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1030332.062500 Penalty: 4275.216797
	Iteration 34Q: 3 clusters Score -1030332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1030353.750000 Penalty: 4275.216797
	Iteration 35Q: 3 clusters Score -1030354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1030376.937500 Penalty: 4275.216797
	Iteration 36Q: 3 clusters Score -1030377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1030400.250000 Penalty: 4275.216797
	Iteration 37Q: 3 clusters Score -1030400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1030426.562500 Penalty: 4275.216797
	Iteration 38Q: 3 clusters Score -1030427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1030448.437500 Penalty: 4275.216797
	Iteration 39Q: 3 clusters Score -1030448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1030467.125000 Penalty: 4275.216797
	Iteration 40F: 3 clusters Score -1030467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1030479.562500 Penalty: 4275.216797
	Iteration 41Q: 3 clusters Score -1030480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1030491.187500 Penalty: 4275.216797
	Iteration 42Q: 3 clusters Score -1030491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1030499.625000 Penalty: 4275.216797
	Iteration 43Q: 3 clusters Score -1030500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1030506.437500 Penalty: 4275.216797
	Iteration 44Q: 3 clusters Score -1030506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1030509.875000 Penalty: 4275.216797
	Iteration 45Q: 3 clusters Score -1030510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1030517.000000 Penalty: 4275.216797
	Iteration 46Q: 3 clusters Score -1030517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1030521.687500 Penalty: 4275.216797
	Iteration 47Q: 3 clusters Score -1030522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1030533.000000 Penalty: 4275.216797
	Iteration 48Q: 3 clusters Score -1030533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1030540.312500 Penalty: 4275.216797
	Iteration 49Q: 3 clusters Score -1030540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1030549.000000 Penalty: 4275.216797
	Iteration 50Q: 3 clusters Score -1030549 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1030559.750000 Penalty: 4275.216797
	Iteration 51Q: 3 clusters Score -1030560 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1030568.812500 Penalty: 4275.216797
	Iteration 52Q: 3 clusters Score -1030569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1030578.625000 Penalty: 4275.216797
	Iteration 53Q: 3 clusters Score -1030579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1030587.750000 Penalty: 4275.216797
	Iteration 54Q: 3 clusters Score -1030588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1030595.062500 Penalty: 4275.216797
	Iteration 55Q: 3 clusters Score -1030595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1030597.812500 Penalty: 4275.216797
	Iteration 56Q: 3 clusters Score -1030598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1030603.062500 Penalty: 4275.216797
	Iteration 57Q: 3 clusters Score -1030603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1030608.750000 Penalty: 4275.216797
	Iteration 58Q: 3 clusters Score -1030609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1030611.125000 Penalty: 4275.216797
	Iteration 59Q: 3 clusters Score -1030611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1030613.875000 Penalty: 4275.216797
	Iteration 60F: 3 clusters Score -1030614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1030620.437500 Penalty: 4275.216797
	Iteration 61Q: 3 clusters Score -1030620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1030626.625000 Penalty: 4275.216797
	Iteration 62Q: 3 clusters Score -1030627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1030628.437500 Penalty: 4275.216797
	Iteration 63Q: 3 clusters Score -1030628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1030632.375000 Penalty: 4275.216797
	Iteration 64Q: 3 clusters Score -1030632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1030634.250000 Penalty: 4275.216797
	Iteration 65Q: 3 clusters Score -1030634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1030637.375000 Penalty: 4275.216797
	Iteration 66Q: 3 clusters Score -1030637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1030637.562500 Penalty: 4275.216797
	Iteration 67Q: 3 clusters Score -1030638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1030637.937500 Penalty: 4275.216797
	Iteration 68Q: 3 clusters Score -1030638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1030639.187500 Penalty: 4275.216797
	Iteration 69Q: 3 clusters Score -1030639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1030640.500000 Penalty: 4275.216797
	Iteration 70Q: 3 clusters Score -1030640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1030641.562500 Penalty: 4275.216797
	Iteration 71Q: 3 clusters Score -1030642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1030644.625000 Penalty: 4275.216797
	Iteration 72Q: 3 clusters Score -1030645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1030645.625000 Penalty: 4275.216797
	Iteration 73Q: 3 clusters Score -1030646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1030645.312500 Penalty: 4275.216797
	Iteration 74Q: 3 clusters Score -1030645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1030645.812500 Penalty: 4275.216797
	Iteration 75Q: 3 clusters Score -1030646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1030647.375000 Penalty: 4275.216797
	Iteration 76Q: 3 clusters Score -1030647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1030648.875000 Penalty: 4275.216797
	Iteration 77Q: 3 clusters Score -1030649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1030651.937500 Penalty: 4275.216797
	Iteration 78Q: 3 clusters Score -1030652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1030656.437500 Penalty: 4275.216797
	Iteration 79Q: 3 clusters Score -1030656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1030661.687500 Penalty: 4275.216797
	Iteration 80F: 3 clusters Score -1030662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1030668.500000 Penalty: 4275.216797
	Iteration 81Q: 3 clusters Score -1030668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1030671.375000 Penalty: 4275.216797
	Iteration 82Q: 3 clusters Score -1030671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1030674.875000 Penalty: 4275.216797
	Iteration 83Q: 3 clusters Score -1030675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1030683.250000 Penalty: 4275.216797
	Iteration 84Q: 3 clusters Score -1030683 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1030691.437500 Penalty: 4275.216797
	Iteration 85Q: 3 clusters Score -1030691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1030696.000000 Penalty: 4275.216797
	Iteration 86Q: 3 clusters Score -1030696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1030702.312500 Penalty: 4275.216797
	Iteration 87Q: 3 clusters Score -1030702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1030705.937500 Penalty: 4275.216797
	Iteration 88Q: 3 clusters Score -1030706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1030712.187500 Penalty: 4275.216797
	Iteration 89Q: 3 clusters Score -1030712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1030718.437500 Penalty: 4275.216797
	Iteration 90Q: 3 clusters Score -1030718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1030725.375000 Penalty: 4275.216797
	Iteration 91Q: 3 clusters Score -1030725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1030731.125000 Penalty: 4275.216797
	Iteration 92Q: 3 clusters Score -1030731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1030734.687500 Penalty: 4275.216797
	Iteration 93Q: 3 clusters Score -1030735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1030735.187500 Penalty: 4275.216797
	Iteration 94Q: 3 clusters Score -1030735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1030737.875000 Penalty: 4275.216797
	Iteration 95Q: 3 clusters Score -1030738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1030739.812500 Penalty: 4275.216797
	Iteration 96Q: 3 clusters Score -1030740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1030741.687500 Penalty: 4275.216797
	Iteration 97Q: 3 clusters Score -1030742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1030742.500000 Penalty: 4275.216797
	Iteration 98Q: 3 clusters Score -1030742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1030742.125000 Penalty: 4275.216797
	Iteration 99Q: 3 clusters Score -1030742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1030742.687500 Penalty: 4275.216797
	Iteration 100F: 3 clusters Score -1030743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Entering Unmasked Estep 
Score: -10048475.000000 Penalty: 2700.195557
	Iteration 0F: 2 clusters Score -1.004848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -10016741.000000 Penalty: 5400.391113
	Iteration 0F: 3 clusters Score -1.001674e+07 nChanged 24719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -10030497.000000 Penalty: 5400.391113
	Iteration 1F: 3 clusters Score -1.00305e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -10031014.000000 Penalty: 5400.391113
	Iteration 2Q: 3 clusters Score -1.003101e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -10031520.000000 Penalty: 5400.391113
	Iteration 3Q: 3 clusters Score -1.003152e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -10032169.000000 Penalty: 5400.391113
	Iteration 4Q: 3 clusters Score -1.003217e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -10032917.000000 Penalty: 5400.391113
	Iteration 5Q: 3 clusters Score -1.003292e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -10033821.000000 Penalty: 5400.391113
	Iteration 6Q: 3 clusters Score -1.003382e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -10035087.000000 Penalty: 5400.391113
	Iteration 7Q: 3 clusters Score -1.003509e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -10037011.000000 Penalty: 5400.391113
	Iteration 8F: 3 clusters Score -1.003701e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -10039845.000000 Penalty: 5400.391113
	Iteration 9F: 3 clusters Score -1.003984e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -10042949.000000 Penalty: 5400.391113
	Iteration 10F: 3 clusters Score -1.004295e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -10044952.000000 Penalty: 5400.391113
	Iteration 11F: 3 clusters Score -1.004495e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -10045732.000000 Penalty: 5400.391113
	Iteration 12Q: 3 clusters Score -1.004573e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -10046125.000000 Penalty: 5400.391113
	Iteration 13Q: 3 clusters Score -1.004612e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -10046382.000000 Penalty: 5400.391113
	Iteration 14Q: 3 clusters Score -1.004638e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -10046645.000000 Penalty: 5400.391113
	Iteration 15Q: 3 clusters Score -1.004664e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -10046859.000000 Penalty: 5400.391113
	Iteration 16Q: 3 clusters Score -1.004686e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -10047107.000000 Penalty: 5400.391113
	Iteration 17Q: 3 clusters Score -1.004711e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -10047241.000000 Penalty: 5400.391113
	Iteration 18Q: 3 clusters Score -1.004724e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -10047464.000000 Penalty: 5400.391113
	Iteration 19Q: 3 clusters Score -1.004746e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -10047551.000000 Penalty: 5400.391113
	Iteration 20F: 3 clusters Score -1.004755e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -10047668.000000 Penalty: 5400.391113
	Iteration 21Q: 3 clusters Score -1.004767e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -10047748.000000 Penalty: 5400.391113
	Iteration 22Q: 3 clusters Score -1.004775e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -10047883.000000 Penalty: 5400.391113
	Iteration 23Q: 3 clusters Score -1.004788e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -10047955.000000 Penalty: 5400.391113
	Iteration 24Q: 3 clusters Score -1.004796e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -10047975.000000 Penalty: 5400.391113
	Iteration 25Q: 3 clusters Score -1.004798e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -10047958.000000 Penalty: 5400.391113
	Iteration 26Q: 3 clusters Score -1.004796e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -10047960.000000 Penalty: 5400.391113
	Iteration 27Q: 3 clusters Score -1.004796e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -10047926.000000 Penalty: 5400.391113
	Iteration 28Q: 3 clusters Score -1.004793e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -10047937.000000 Penalty: 5400.391113
	Iteration 29Q: 3 clusters Score -1.004794e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -10047996.000000 Penalty: 5400.391113
	Iteration 30Q: 3 clusters Score -1.0048e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -10048109.000000 Penalty: 5400.391113
	Iteration 31Q: 3 clusters Score -1.004811e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -10048182.000000 Penalty: 5400.391113
	Iteration 32Q: 3 clusters Score -1.004818e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -10048174.000000 Penalty: 5400.391113
	Iteration 33Q: 3 clusters Score -1.004817e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -10048183.000000 Penalty: 5400.391113
	Iteration 34Q: 3 clusters Score -1.004818e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -10048188.000000 Penalty: 5400.391113
	Iteration 35Q: 3 clusters Score -1.004819e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -10048275.000000 Penalty: 5400.391113
	Iteration 36Q: 3 clusters Score -1.004828e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -10048314.000000 Penalty: 5400.391113
	Iteration 37Q: 3 clusters Score -1.004831e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -10048302.000000 Penalty: 5400.391113
	Iteration 38Q: 3 clusters Score -1.00483e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -10048379.000000 Penalty: 5400.391113
	Iteration 39Q: 3 clusters Score -1.004838e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -10048374.000000 Penalty: 5400.391113
	Iteration 40F: 3 clusters Score -1.004837e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -10048351.000000 Penalty: 5400.391113
	Iteration 41Q: 3 clusters Score -1.004835e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -10048404.000000 Penalty: 5400.391113
	Iteration 42Q: 3 clusters Score -1.00484e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -10048437.000000 Penalty: 5400.391113
	Iteration 43Q: 3 clusters Score -1.004844e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -10048453.000000 Penalty: 5400.391113
	Iteration 44Q: 3 clusters Score -1.004845e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -10048480.000000 Penalty: 5400.391113
	Iteration 45Q: 3 clusters Score -1.004848e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -10048484.000000 Penalty: 5400.391113
	Iteration 46Q: 3 clusters Score -1.004848e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -10048480.000000 Penalty: 5400.391113
	Iteration 47Q: 3 clusters Score -1.004848e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -10048501.000000 Penalty: 5400.391113
	Iteration 48Q: 3 clusters Score -1.00485e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -10048519.000000 Penalty: 5400.391113
	Iteration 49Q: 3 clusters Score -1.004852e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -10048518.000000 Penalty: 5400.391113
	Iteration 50Q: 3 clusters Score -1.004852e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -10048570.000000 Penalty: 5400.391113
	Iteration 51Q: 3 clusters Score -1.004857e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -10048545.000000 Penalty: 5400.391113
	Iteration 52Q: 3 clusters Score -1.004854e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -10048544.000000 Penalty: 5400.391113
	Iteration 53Q: 3 clusters Score -1.004854e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -10048531.000000 Penalty: 5400.391113
	Iteration 54Q: 3 clusters Score -1.004853e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -10048527.000000 Penalty: 5400.391113
	Iteration 55Q: 3 clusters Score -1.004853e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -10048436.000000 Penalty: 5400.391113
	Iteration 56Q: 3 clusters Score -1.004844e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -10048428.000000 Penalty: 5400.391113
	Iteration 57Q: 3 clusters Score -1.004843e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -10048160.000000 Penalty: 5400.391113
	Iteration 58Q: 3 clusters Score -1.004816e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -10047992.000000 Penalty: 5400.391113
	Iteration 59Q: 3 clusters Score -1.004799e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -10047767.000000 Penalty: 5400.391113
	Iteration 60F: 3 clusters Score -1.004777e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -10047426.000000 Penalty: 5400.391113
	Iteration 61Q: 3 clusters Score -1.004743e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -10047316.000000 Penalty: 5400.391113
	Iteration 62Q: 3 clusters Score -1.004732e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -10047163.000000 Penalty: 5400.391113
	Iteration 63Q: 3 clusters Score -1.004716e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 46682 members 
Entering Unmasked Estep 
Score: -10046918.000000 Penalty: 5400.391113
	Iteration 64Q: 3 clusters Score -1.004692e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -10046899.000000 Penalty: 5400.391113
	Iteration 65Q: 3 clusters Score -1.00469e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -10047157.000000 Penalty: 5400.391113
	Iteration 66Q: 3 clusters Score -1.004716e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -10047114.000000 Penalty: 5400.391113
	Iteration 67Q: 3 clusters Score -1.004711e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -10047203.000000 Penalty: 5400.391113
	Iteration 68Q: 3 clusters Score -1.00472e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -10047218.000000 Penalty: 5400.391113
	Iteration 69Q: 3 clusters Score -1.004722e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -10047162.000000 Penalty: 5400.391113
	Iteration 70Q: 3 clusters Score -1.004716e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -10047144.000000 Penalty: 5400.391113
	Iteration 71Q: 3 clusters Score -1.004714e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -10047121.000000 Penalty: 5400.391113
	Iteration 72Q: 3 clusters Score -1.004712e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -10047068.000000 Penalty: 5400.391113
	Iteration 73Q: 3 clusters Score -1.004707e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -10047063.000000 Penalty: 5400.391113
	Iteration 74Q: 3 clusters Score -1.004706e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 50703 members 
Entering Unmasked Estep 
Score: -10047036.000000 Penalty: 5400.391113
	Iteration 75Q: 3 clusters Score -1.004704e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 50827 members 
Entering Unmasked Estep 
Score: -10046985.000000 Penalty: 5400.391113
	Iteration 76Q: 3 clusters Score -1.004698e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -10046982.000000 Penalty: 5400.391113
	Iteration 77Q: 3 clusters Score -1.004698e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -10046974.000000 Penalty: 5400.391113
	Iteration 78Q: 3 clusters Score -1.004697e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -10046975.000000 Penalty: 5400.391113
	Iteration 79Q: 3 clusters Score -1.004698e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 51266 members 
Entering Unmasked Estep 
Score: -10046962.000000 Penalty: 5400.391113
	Iteration 80F: 3 clusters Score -1.004696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -10046980.000000 Penalty: 5400.391113
	Iteration 81Q: 3 clusters Score -1.004698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -10046952.000000 Penalty: 5400.391113
	Iteration 82Q: 3 clusters Score -1.004695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -10046938.000000 Penalty: 5400.391113
	Iteration 83Q: 3 clusters Score -1.004694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -10046942.000000 Penalty: 5400.391113
	Iteration 84Q: 3 clusters Score -1.004694e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -10046928.000000 Penalty: 5400.391113
	Iteration 85Q: 3 clusters Score -1.004693e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 51649 members 
Entering Unmasked Estep 
Score: -10046927.000000 Penalty: 5400.391113
	Iteration 86Q: 3 clusters Score -1.004693e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 51696 members 
Entering Unmasked Estep 
Score: -10046899.000000 Penalty: 5400.391113
	Iteration 87Q: 3 clusters Score -1.00469e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 51740 members 
Entering Unmasked Estep 
Score: -10046876.000000 Penalty: 5400.391113
	Iteration 88Q: 3 clusters Score -1.004688e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -10046847.000000 Penalty: 5400.391113
	Iteration 89Q: 3 clusters Score -1.004685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -10046839.000000 Penalty: 5400.391113
	Iteration 90Q: 3 clusters Score -1.004684e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -10046836.000000 Penalty: 5400.391113
	Iteration 91Q: 3 clusters Score -1.004684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -10046826.000000 Penalty: 5400.391113
	Iteration 92Q: 3 clusters Score -1.004683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -10046829.000000 Penalty: 5400.391113
	Iteration 93Q: 3 clusters Score -1.004683e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -10046824.000000 Penalty: 5400.391113
	Iteration 94Q: 3 clusters Score -1.004682e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -10046812.000000 Penalty: 5400.391113
	Iteration 95Q: 3 clusters Score -1.004681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -10046805.000000 Penalty: 5400.391113
	Iteration 96Q: 3 clusters Score -1.00468e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -10046809.000000 Penalty: 5400.391113
	Iteration 97Q: 3 clusters Score -1.004681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 51961 members 
Entering Unmasked Estep 
Score: -10046814.000000 Penalty: 5400.391113
	Iteration 98Q: 3 clusters Score -1.004681e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -10046805.000000 Penalty: 5400.391113
	Iteration 99Q: 3 clusters Score -1.00468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -10046793.000000 Penalty: 5400.391113
	Iteration 100F: 3 clusters Score -1.004679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -10046805.000000 Penalty: 5400.391113
	Iteration 101Q: 3 clusters Score -1.00468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -10046809.000000 Penalty: 5400.391113
	Iteration 102Q: 3 clusters Score -1.004681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -10046811.000000 Penalty: 5400.391113
	Iteration 103Q: 3 clusters Score -1.004681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -10046802.000000 Penalty: 5400.391113
	Iteration 104Q: 3 clusters Score -1.00468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -10046803.000000 Penalty: 5400.391113
	Iteration 105Q: 3 clusters Score -1.00468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -10046810.000000 Penalty: 5400.391113
	Iteration 106Q: 3 clusters Score -1.004681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -10046812.000000 Penalty: 5400.391113
	Iteration 107Q: 3 clusters Score -1.004681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -10046799.000000 Penalty: 5400.391113
	Iteration 108Q: 3 clusters Score -1.00468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -10046810.000000 Penalty: 5400.391113
	Iteration 109Q: 3 clusters Score -1.004681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -10046814.000000 Penalty: 5400.391113
	Iteration 110Q: 3 clusters Score -1.004681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -10046808.000000 Penalty: 5400.391113
	Iteration 111Q: 3 clusters Score -1.004681e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -10046799.000000 Penalty: 5400.391113
	Iteration 112Q: 3 clusters Score -1.00468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -10046783.000000 Penalty: 5400.391113
	Iteration 113Q: 3 clusters Score -1.004678e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 52056 members 
Entering Unmasked Estep 
Score: -10046775.000000 Penalty: 5400.391113
	Iteration 114Q: 3 clusters Score -1.004678e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -10046775.000000 Penalty: 5400.391113
	Iteration 115Q: 3 clusters Score -1.004678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -10046768.000000 Penalty: 5400.391113
	Iteration 116Q: 3 clusters Score -1.004677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -10046772.000000 Penalty: 5400.391113
	Iteration 117Q: 3 clusters Score -1.004677e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 52090 members 
Entering Unmasked Estep 
Score: -10046777.000000 Penalty: 5400.391113
	Iteration 118Q: 3 clusters Score -1.004678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -10046770.000000 Penalty: 5400.391113
	Iteration 119Q: 3 clusters Score -1.004677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -10046765.000000 Penalty: 5400.391113
	Iteration 120F: 3 clusters Score -1.004676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -10046757.000000 Penalty: 5400.391113
	Iteration 121Q: 3 clusters Score -1.004676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -10046747.000000 Penalty: 5400.391113
	Iteration 122Q: 3 clusters Score -1.004675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -10046759.000000 Penalty: 5400.391113
	Iteration 123Q: 3 clusters Score -1.004676e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 52169 members 
Entering Unmasked Estep 
Score: -10046762.000000 Penalty: 5400.391113
	Iteration 124Q: 3 clusters Score -1.004676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -10046754.000000 Penalty: 5400.391113
	Iteration 125Q: 3 clusters Score -1.004675e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -10046762.000000 Penalty: 5400.391113
	Iteration 126Q: 3 clusters Score -1.004676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -10046752.000000 Penalty: 5400.391113
	Iteration 127Q: 3 clusters Score -1.004675e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -10046763.000000 Penalty: 5400.391113
	Iteration 128Q: 3 clusters Score -1.004676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -10046745.000000 Penalty: 5400.391113
	Iteration 129Q: 3 clusters Score -1.004674e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -10046753.000000 Penalty: 5400.391113
	Iteration 130Q: 3 clusters Score -1.004675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -10046761.000000 Penalty: 5400.391113
	Iteration 131Q: 3 clusters Score -1.004676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -10046746.000000 Penalty: 5400.391113
	Iteration 132Q: 3 clusters Score -1.004675e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -10046737.000000 Penalty: 5400.391113
	Iteration 133Q: 3 clusters Score -1.004674e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -10046762.000000 Penalty: 5400.391113
	Iteration 134Q: 3 clusters Score -1.004676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -10046754.000000 Penalty: 5400.391113
	Iteration 135Q: 3 clusters Score -1.004675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -10046747.000000 Penalty: 5400.391113
	Iteration 136Q: 3 clusters Score -1.004675e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -10046742.000000 Penalty: 5400.391113
	Iteration 137Q: 3 clusters Score -1.004674e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 52234 members 
Entering Unmasked Estep 
Score: -10046751.000000 Penalty: 5400.391113
	Iteration 138Q: 3 clusters Score -1.004675e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -10046749.000000 Penalty: 5400.391113
	Iteration 139Q: 3 clusters Score -1.004675e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -10046749.000000 Penalty: 5400.391113
	Iteration 140F: 3 clusters Score -1.004675e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Entering Unmasked Estep 
Score: -8897925.000000 Penalty: 2668.886963
	Iteration 0F: 2 clusters Score -8897925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8867598.000000 Penalty: 5337.773926
	Iteration 0F: 3 clusters Score -8867598 nChanged 21637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8879648.000000 Penalty: 5337.773926
	Iteration 1F: 3 clusters Score -8879648 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -8880599.000000 Penalty: 5337.773926
	Iteration 2F: 3 clusters Score -8880599 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -8881814.000000 Penalty: 5337.773926
	Iteration 3F: 3 clusters Score -8881814 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -8883347.000000 Penalty: 5337.773926
	Iteration 4F: 3 clusters Score -8883347 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8885677.000000 Penalty: 5337.773926
	Iteration 5F: 3 clusters Score -8885677 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -8888553.000000 Penalty: 5337.773926
	Iteration 6F: 3 clusters Score -8888553 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8891395.000000 Penalty: 5337.773926
	Iteration 7F: 3 clusters Score -8891395 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8893823.000000 Penalty: 5337.773926
	Iteration 8F: 3 clusters Score -8893823 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8894965.000000 Penalty: 5337.773926
	Iteration 9Q: 3 clusters Score -8894965 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -8895403.000000 Penalty: 5337.773926
	Iteration 10Q: 3 clusters Score -8895403 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -8895556.000000 Penalty: 5337.773926
	Iteration 11Q: 3 clusters Score -8895556 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8895586.000000 Penalty: 5337.773926
	Iteration 12Q: 3 clusters Score -8895586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -8895613.000000 Penalty: 5337.773926
	Iteration 13Q: 3 clusters Score -8895613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46921 members 
Entering Unmasked Estep 
Score: -8895625.000000 Penalty: 5337.773926
	Iteration 14Q: 3 clusters Score -8895625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8895634.000000 Penalty: 5337.773926
	Iteration 15Q: 3 clusters Score -8895634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -8895639.000000 Penalty: 5337.773926
	Iteration 16Q: 3 clusters Score -8895639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8895638.000000 Penalty: 5337.773926
	Iteration 17Q: 3 clusters Score -8895638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -8895658.000000 Penalty: 5337.773926
	Iteration 18Q: 3 clusters Score -8895658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -8895658.000000 Penalty: 5337.773926
	Iteration 19Q: 3 clusters Score -8895658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -8895657.000000 Penalty: 5337.773926
	Iteration 20F: 3 clusters Score -8895657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -423846.531250 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -423846.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -420965.187500 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -420965.2 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -421726.906250 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -421726.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -422058.562500 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -422058.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -422279.125000 Penalty: 3866.844971
	Iteration 3F: 3 clusters Score -422279.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -422458.406250 Penalty: 3866.844971
	Iteration 4F: 3 clusters Score -422458.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -422607.062500 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -422607.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -422732.312500 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -422732.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -422821.625000 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -422821.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -422871.562500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -422871.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -422907.281250 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -422907.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -422939.062500 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -422939.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422955.031250 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -422955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -422972.750000 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -422972.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -422986.125000 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -422986.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -422997.562500 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -422997.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -423004.875000 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -423004.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -423014.718750 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -423014.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -423020.906250 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -423020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -423033.687500 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -423033.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -423048.687500 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -423048.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -423057.406250 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -423057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -423065.968750 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -423066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423067.500000 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -423067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -423069.562500 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -423069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -423073.406250 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -423073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -423077.468750 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -423077.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -423081.312500 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -423081.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -423083.437500 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -423083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423085.500000 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -423085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -423087.125000 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -423087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -423089.500000 Penalty: 3866.844971
	Iteration 30Q: 3 clusters Score -423089.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423089.531250 Penalty: 3866.844971
	Iteration 31Q: 3 clusters Score -423089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -423089.531250 Penalty: 3866.844971
	Iteration 32F: 3 clusters Score -423089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Entering Unmasked Estep 
Score: -5625075.000000 Penalty: 2564.263672
	Iteration 0F: 2 clusters Score -5625075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -5604113.000000 Penalty: 5128.527344
	Iteration 0F: 3 clusters Score -5604113 nChanged 13950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5611600.500000 Penalty: 5128.527344
	Iteration 1F: 3 clusters Score -5611600 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -5612117.000000 Penalty: 5128.527344
	Iteration 2Q: 3 clusters Score -5612117 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5612645.500000 Penalty: 5128.527344
	Iteration 3Q: 3 clusters Score -5612646 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5613287.000000 Penalty: 5128.527344
	Iteration 4Q: 3 clusters Score -5613287 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -5614132.500000 Penalty: 5128.527344
	Iteration 5F: 3 clusters Score -5614132 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5615294.000000 Penalty: 5128.527344
	Iteration 6F: 3 clusters Score -5615294 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5616700.000000 Penalty: 5128.527344
	Iteration 7F: 3 clusters Score -5616700 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -5618301.500000 Penalty: 5128.527344
	Iteration 8F: 3 clusters Score -5618302 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 26743 members 
Entering Unmasked Estep 
Score: -5619823.500000 Penalty: 5128.527344
	Iteration 9F: 3 clusters Score -5619824 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -5621159.500000 Penalty: 5128.527344
	Iteration 10Q: 3 clusters Score -5621160 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -5622054.500000 Penalty: 5128.527344
	Iteration 11Q: 3 clusters Score -5622054 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -5622595.500000 Penalty: 5128.527344
	Iteration 12Q: 3 clusters Score -5622596 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5622860.000000 Penalty: 5128.527344
	Iteration 13Q: 3 clusters Score -5622860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -5623008.500000 Penalty: 5128.527344
	Iteration 14Q: 3 clusters Score -5623008 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -5623075.500000 Penalty: 5128.527344
	Iteration 15Q: 3 clusters Score -5623076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -5623129.000000 Penalty: 5128.527344
	Iteration 16Q: 3 clusters Score -5623129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -5623159.000000 Penalty: 5128.527344
	Iteration 17Q: 3 clusters Score -5623159 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -5623188.500000 Penalty: 5128.527344
	Iteration 18Q: 3 clusters Score -5623188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5623193.000000 Penalty: 5128.527344
	Iteration 19Q: 3 clusters Score -5623193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -5623200.000000 Penalty: 5128.527344
	Iteration 20F: 3 clusters Score -5623200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5623194.500000 Penalty: 5128.527344
	Iteration 21Q: 3 clusters Score -5623194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5623198.000000 Penalty: 5128.527344
	Iteration 22Q: 3 clusters Score -5623198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -5623215.000000 Penalty: 5128.527344
	Iteration 23Q: 3 clusters Score -5623215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -5623220.000000 Penalty: 5128.527344
	Iteration 24Q: 3 clusters Score -5623220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -5623225.500000 Penalty: 5128.527344
	Iteration 25Q: 3 clusters Score -5623226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5623223.000000 Penalty: 5128.527344
	Iteration 26Q: 3 clusters Score -5623223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -5623223.000000 Penalty: 5128.527344
	Iteration 27F: 3 clusters Score -5623223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Entering Unmasked Estep 
Score: -7724562.500000 Penalty: 2638.222168
	Iteration 0F: 2 clusters Score -7724562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7696723.000000 Penalty: 5276.444336
	Iteration 0F: 3 clusters Score -7696723 nChanged 19036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -7707238.500000 Penalty: 5276.444336
	Iteration 1F: 3 clusters Score -7707238 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -7707937.000000 Penalty: 5276.444336
	Iteration 2Q: 3 clusters Score -7707937 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -7708727.000000 Penalty: 5276.444336
	Iteration 3Q: 3 clusters Score -7708727 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -7709834.500000 Penalty: 5276.444336
	Iteration 4F: 3 clusters Score -7709834 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -7711467.000000 Penalty: 5276.444336
	Iteration 5F: 3 clusters Score -7711467 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -7713728.500000 Penalty: 5276.444336
	Iteration 6F: 3 clusters Score -7713728 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -7716226.000000 Penalty: 5276.444336
	Iteration 7F: 3 clusters Score -7716226 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -7718557.500000 Penalty: 5276.444336
	Iteration 8F: 3 clusters Score -7718558 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -7720606.000000 Penalty: 5276.444336
	Iteration 9Q: 3 clusters Score -7720606 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7721856.500000 Penalty: 5276.444336
	Iteration 10Q: 3 clusters Score -7721856 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -7722316.000000 Penalty: 5276.444336
	Iteration 11Q: 3 clusters Score -7722316 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -7722480.000000 Penalty: 5276.444336
	Iteration 12Q: 3 clusters Score -7722480 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -7722611.000000 Penalty: 5276.444336
	Iteration 13Q: 3 clusters Score -7722611 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -7722635.000000 Penalty: 5276.444336
	Iteration 14Q: 3 clusters Score -7722635 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -7722693.000000 Penalty: 5276.444336
	Iteration 15Q: 3 clusters Score -7722693 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7722714.000000 Penalty: 5276.444336
	Iteration 16Q: 3 clusters Score -7722714 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -7722746.000000 Penalty: 5276.444336
	Iteration 17Q: 3 clusters Score -7722746 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -7722744.500000 Penalty: 5276.444336
	Iteration 18Q: 3 clusters Score -7722744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7722728.500000 Penalty: 5276.444336
	Iteration 19Q: 3 clusters Score -7722728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -7722739.000000 Penalty: 5276.444336
	Iteration 20F: 3 clusters Score -7722739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7722741.500000 Penalty: 5276.444336
	Iteration 21Q: 3 clusters Score -7722742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7722735.000000 Penalty: 5276.444336
	Iteration 22Q: 3 clusters Score -7722735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7722727.000000 Penalty: 5276.444336
	Iteration 23Q: 3 clusters Score -7722727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -7722732.000000 Penalty: 5276.444336
	Iteration 24Q: 3 clusters Score -7722732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -7722727.500000 Penalty: 5276.444336
	Iteration 25Q: 3 clusters Score -7722728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -7722739.500000 Penalty: 5276.444336
	Iteration 26Q: 3 clusters Score -7722740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7722740.000000 Penalty: 5276.444336
	Iteration 27Q: 3 clusters Score -7722740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7722734.500000 Penalty: 5276.444336
	Iteration 28Q: 3 clusters Score -7722734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7722748.000000 Penalty: 5276.444336
	Iteration 29Q: 3 clusters Score -7722748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7722754.000000 Penalty: 5276.444336
	Iteration 30Q: 3 clusters Score -7722754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -7722755.500000 Penalty: 5276.444336
	Iteration 31Q: 3 clusters Score -7722756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -7722756.000000 Penalty: 5276.444336
	Iteration 32Q: 3 clusters Score -7722756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -7722761.000000 Penalty: 5276.444336
	Iteration 33Q: 3 clusters Score -7722761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -7722760.000000 Penalty: 5276.444336
	Iteration 34Q: 3 clusters Score -7722760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7722757.000000 Penalty: 5276.444336
	Iteration 35Q: 3 clusters Score -7722757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37406 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7722760.500000 Penalty: 5276.444336
	Iteration 36Q: 3 clusters Score -7722760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7722749.000000 Penalty: 5276.444336
	Iteration 37Q: 3 clusters Score -7722749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7722754.000000 Penalty: 5276.444336
	Iteration 38Q: 3 clusters Score -7722754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -7722756.000000 Penalty: 5276.444336
	Iteration 39Q: 3 clusters Score -7722756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7722753.500000 Penalty: 5276.444336
	Iteration 40F: 3 clusters Score -7722754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7722759.500000 Penalty: 5276.444336
	Iteration 41Q: 3 clusters Score -7722760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -7722757.000000 Penalty: 5276.444336
	Iteration 42Q: 3 clusters Score -7722757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7722753.500000 Penalty: 5276.444336
	Iteration 43Q: 3 clusters Score -7722754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7722758.000000 Penalty: 5276.444336
	Iteration 44Q: 3 clusters Score -7722758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7722757.000000 Penalty: 5276.444336
	Iteration 45Q: 3 clusters Score -7722757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7722757.000000 Penalty: 5276.444336
	Iteration 46F: 3 clusters Score -7722757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Entering Unmasked Estep 
Score: -918997.375000 Penalty: 2111.120605
	Iteration 0F: 2 clusters Score -918997.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -914497.375000 Penalty: 4222.241211
	Iteration 0F: 3 clusters Score -914497.4 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -915522.812500 Penalty: 4222.241211
	Iteration 1F: 3 clusters Score -915522.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -915768.125000 Penalty: 4222.241211
	Iteration 2F: 3 clusters Score -915768.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -915915.500000 Penalty: 4222.241211
	Iteration 3F: 3 clusters Score -915915.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -916012.437500 Penalty: 4222.241211
	Iteration 4Q: 3 clusters Score -916012.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -916081.250000 Penalty: 4222.241211
	Iteration 5Q: 3 clusters Score -916081.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -916137.500000 Penalty: 4222.241211
	Iteration 6Q: 3 clusters Score -916137.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -916190.375000 Penalty: 4222.241211
	Iteration 7Q: 3 clusters Score -916190.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -916244.500000 Penalty: 4222.241211
	Iteration 8Q: 3 clusters Score -916244.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -916299.062500 Penalty: 4222.241211
	Iteration 9Q: 3 clusters Score -916299.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -916362.375000 Penalty: 4222.241211
	Iteration 10Q: 3 clusters Score -916362.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -916469.625000 Penalty: 4222.241211
	Iteration 11Q: 3 clusters Score -916469.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -916628.750000 Penalty: 4222.241211
	Iteration 12Q: 3 clusters Score -916628.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -916826.312500 Penalty: 4222.241211
	Iteration 13Q: 3 clusters Score -916826.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -917023.000000 Penalty: 4222.241211
	Iteration 14Q: 3 clusters Score -917023 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -917208.000000 Penalty: 4222.241211
	Iteration 15Q: 3 clusters Score -917208 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -917385.500000 Penalty: 4222.241211
	Iteration 16Q: 3 clusters Score -917385.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -917537.500000 Penalty: 4222.241211
	Iteration 17Q: 3 clusters Score -917537.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -917650.687500 Penalty: 4222.241211
	Iteration 18Q: 3 clusters Score -917650.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -917746.937500 Penalty: 4222.241211
	Iteration 19Q: 3 clusters Score -917746.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -917804.437500 Penalty: 4222.241211
	Iteration 20F: 3 clusters Score -917804.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -917834.375000 Penalty: 4222.241211
	Iteration 21Q: 3 clusters Score -917834.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -917854.937500 Penalty: 4222.241211
	Iteration 22Q: 3 clusters Score -917854.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -917868.187500 Penalty: 4222.241211
	Iteration 23Q: 3 clusters Score -917868.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -917875.625000 Penalty: 4222.241211
	Iteration 24Q: 3 clusters Score -917875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -917881.000000 Penalty: 4222.241211
	Iteration 25Q: 3 clusters Score -917881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -917890.000000 Penalty: 4222.241211
	Iteration 26Q: 3 clusters Score -917890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -917896.937500 Penalty: 4222.241211
	Iteration 27Q: 3 clusters Score -917896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -917899.500000 Penalty: 4222.241211
	Iteration 28Q: 3 clusters Score -917899.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -917908.062500 Penalty: 4222.241211
	Iteration 29Q: 3 clusters Score -917908.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -917913.500000 Penalty: 4222.241211
	Iteration 30Q: 3 clusters Score -917913.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -917915.312500 Penalty: 4222.241211
	Iteration 31Q: 3 clusters Score -917915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -917916.187500 Penalty: 4222.241211
	Iteration 32Q: 3 clusters Score -917916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -917917.000000 Penalty: 4222.241211
	Iteration 33Q: 3 clusters Score -917917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -917917.312500 Penalty: 4222.241211
	Iteration 34Q: 3 clusters Score -917917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -917922.562500 Penalty: 4222.241211
	Iteration 35Q: 3 clusters Score -917922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -917922.687500 Penalty: 4222.241211
	Iteration 36Q: 3 clusters Score -917922.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -917922.687500 Penalty: 4222.241211
	Iteration 37F: 3 clusters Score -917922.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -879605.000000 Penalty: 2098.968018
	Iteration 0F: 2 clusters Score -879605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -875219.062500 Penalty: 4197.936035
	Iteration 0F: 3 clusters Score -875219.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -876214.437500 Penalty: 4197.936035
	Iteration 1F: 3 clusters Score -876214.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -876437.437500 Penalty: 4197.936035
	Iteration 2F: 3 clusters Score -876437.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -876583.062500 Penalty: 4197.936035
	Iteration 3F: 3 clusters Score -876583.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -876673.125000 Penalty: 4197.936035
	Iteration 4Q: 3 clusters Score -876673.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -876751.687500 Penalty: 4197.936035
	Iteration 5Q: 3 clusters Score -876751.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -876801.312500 Penalty: 4197.936035
	Iteration 6Q: 3 clusters Score -876801.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -876842.562500 Penalty: 4197.936035
	Iteration 7Q: 3 clusters Score -876842.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -876878.187500 Penalty: 4197.936035
	Iteration 8Q: 3 clusters Score -876878.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -876908.062500 Penalty: 4197.936035
	Iteration 9Q: 3 clusters Score -876908.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -876934.000000 Penalty: 4197.936035
	Iteration 10Q: 3 clusters Score -876934 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -876960.750000 Penalty: 4197.936035
	Iteration 11Q: 3 clusters Score -876960.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -876989.437500 Penalty: 4197.936035
	Iteration 12Q: 3 clusters Score -876989.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -877019.500000 Penalty: 4197.936035
	Iteration 13Q: 3 clusters Score -877019.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -877045.562500 Penalty: 4197.936035
	Iteration 14Q: 3 clusters Score -877045.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -877073.250000 Penalty: 4197.936035
	Iteration 15Q: 3 clusters Score -877073.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -877101.250000 Penalty: 4197.936035
	Iteration 16Q: 3 clusters Score -877101.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -877127.812500 Penalty: 4197.936035
	Iteration 17Q: 3 clusters Score -877127.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -877157.812500 Penalty: 4197.936035
	Iteration 18Q: 3 clusters Score -877157.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -877182.375000 Penalty: 4197.936035
	Iteration 19Q: 3 clusters Score -877182.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -877209.562500 Penalty: 4197.936035
	Iteration 20F: 3 clusters Score -877209.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -877237.562500 Penalty: 4197.936035
	Iteration 21Q: 3 clusters Score -877237.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -877270.937500 Penalty: 4197.936035
	Iteration 22Q: 3 clusters Score -877270.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -877304.500000 Penalty: 4197.936035
	Iteration 23Q: 3 clusters Score -877304.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -877340.125000 Penalty: 4197.936035
	Iteration 24Q: 3 clusters Score -877340.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -877371.875000 Penalty: 4197.936035
	Iteration 25Q: 3 clusters Score -877371.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -877410.062500 Penalty: 4197.936035
	Iteration 26Q: 3 clusters Score -877410.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -877443.625000 Penalty: 4197.936035
	Iteration 27Q: 3 clusters Score -877443.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -877480.125000 Penalty: 4197.936035
	Iteration 28Q: 3 clusters Score -877480.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -877511.125000 Penalty: 4197.936035
	Iteration 29Q: 3 clusters Score -877511.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -877544.062500 Penalty: 4197.936035
	Iteration 30Q: 3 clusters Score -877544.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -877576.687500 Penalty: 4197.936035
	Iteration 31Q: 3 clusters Score -877576.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -877603.250000 Penalty: 4197.936035
	Iteration 32Q: 3 clusters Score -877603.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -877618.812500 Penalty: 4197.936035
	Iteration 33Q: 3 clusters Score -877618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -877631.187500 Penalty: 4197.936035
	Iteration 34Q: 3 clusters Score -877631.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -877646.312500 Penalty: 4197.936035
	Iteration 35Q: 3 clusters Score -877646.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -877661.437500 Penalty: 4197.936035
	Iteration 36Q: 3 clusters Score -877661.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -877674.750000 Penalty: 4197.936035
	Iteration 37Q: 3 clusters Score -877674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -877686.750000 Penalty: 4197.936035
	Iteration 38Q: 3 clusters Score -877686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -877702.750000 Penalty: 4197.936035
	Iteration 39Q: 3 clusters Score -877702.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -877714.062500 Penalty: 4197.936035
	Iteration 40F: 3 clusters Score -877714.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -877729.812500 Penalty: 4197.936035
	Iteration 41Q: 3 clusters Score -877729.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -877741.562500 Penalty: 4197.936035
	Iteration 42Q: 3 clusters Score -877741.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -877747.437500 Penalty: 4197.936035
	Iteration 43Q: 3 clusters Score -877747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -877754.750000 Penalty: 4197.936035
	Iteration 44Q: 3 clusters Score -877754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -877760.750000 Penalty: 4197.936035
	Iteration 45Q: 3 clusters Score -877760.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -877766.375000 Penalty: 4197.936035
	Iteration 46Q: 3 clusters Score -877766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -877766.625000 Penalty: 4197.936035
	Iteration 47Q: 3 clusters Score -877766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -877767.250000 Penalty: 4197.936035
	Iteration 48Q: 3 clusters Score -877767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -877769.750000 Penalty: 4197.936035
	Iteration 49Q: 3 clusters Score -877769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -877772.500000 Penalty: 4197.936035
	Iteration 50Q: 3 clusters Score -877772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -877771.750000 Penalty: 4197.936035
	Iteration 51Q: 3 clusters Score -877771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -877773.500000 Penalty: 4197.936035
	Iteration 52Q: 3 clusters Score -877773.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -877775.875000 Penalty: 4197.936035
	Iteration 53Q: 3 clusters Score -877775.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -877775.875000 Penalty: 4197.936035
	Iteration 54F: 3 clusters Score -877775.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Entering Unmasked Estep 
Score: -8627000.000000 Penalty: 2661.648682
	Iteration 0F: 2 clusters Score -8627000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -8596942.000000 Penalty: 5323.297363
	Iteration 0F: 3 clusters Score -8596942 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8608668.000000 Penalty: 5323.297363
	Iteration 1F: 3 clusters Score -8608668 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -8609394.000000 Penalty: 5323.297363
	Iteration 2Q: 3 clusters Score -8609394 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -8610245.000000 Penalty: 5323.297363
	Iteration 3Q: 3 clusters Score -8610245 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -8611373.000000 Penalty: 5323.297363
	Iteration 4Q: 3 clusters Score -8611373 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8612989.000000 Penalty: 5323.297363
	Iteration 5F: 3 clusters Score -8612989 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -8615350.000000 Penalty: 5323.297363
	Iteration 6F: 3 clusters Score -8615350 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -8618371.000000 Penalty: 5323.297363
	Iteration 7F: 3 clusters Score -8618371 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8621269.000000 Penalty: 5323.297363
	Iteration 8F: 3 clusters Score -8621269 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8623216.000000 Penalty: 5323.297363
	Iteration 9Q: 3 clusters Score -8623216 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8624045.000000 Penalty: 5323.297363
	Iteration 10Q: 3 clusters Score -8624045 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8624394.000000 Penalty: 5323.297363
	Iteration 11Q: 3 clusters Score -8624394 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8624543.000000 Penalty: 5323.297363
	Iteration 12Q: 3 clusters Score -8624543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8624618.000000 Penalty: 5323.297363
	Iteration 13Q: 3 clusters Score -8624618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8624666.000000 Penalty: 5323.297363
	Iteration 14Q: 3 clusters Score -8624666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8624682.000000 Penalty: 5323.297363
	Iteration 15Q: 3 clusters Score -8624682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8624705.000000 Penalty: 5323.297363
	Iteration 16Q: 3 clusters Score -8624705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8624709.000000 Penalty: 5323.297363
	Iteration 17Q: 3 clusters Score -8624709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8624718.000000 Penalty: 5323.297363
	Iteration 18Q: 3 clusters Score -8624718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8624719.000000 Penalty: 5323.297363
	Iteration 19Q: 3 clusters Score -8624719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8624722.000000 Penalty: 5323.297363
	Iteration 20F: 3 clusters Score -8624722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8624716.000000 Penalty: 5323.297363
	Iteration 21Q: 3 clusters Score -8624716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8624716.000000 Penalty: 5323.297363
	Iteration 22Q: 3 clusters Score -8624716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8624716.000000 Penalty: 5323.297363
	Iteration 23F: 3 clusters Score -8624716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Entering Unmasked Estep 
Score: -9028595.000000 Penalty: 2673.996094
	Iteration 0F: 2 clusters Score -9028595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -8998250.000000 Penalty: 5347.992188
	Iteration 0F: 3 clusters Score -8998250 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -9010315.000000 Penalty: 5347.992188
	Iteration 1F: 3 clusters Score -9010315 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -9010774.000000 Penalty: 5347.992188
	Iteration 2Q: 3 clusters Score -9010774 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -9011236.000000 Penalty: 5347.992188
	Iteration 3Q: 3 clusters Score -9011236 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -9011635.000000 Penalty: 5347.992188
	Iteration 4Q: 3 clusters Score -9011635 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -9012137.000000 Penalty: 5347.992188
	Iteration 5Q: 3 clusters Score -9012137 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -9012659.000000 Penalty: 5347.992188
	Iteration 6Q: 3 clusters Score -9012659 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -9013461.000000 Penalty: 5347.992188
	Iteration 7Q: 3 clusters Score -9013461 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9014585.000000 Penalty: 5347.992188
	Iteration 8Q: 3 clusters Score -9014585 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -9016377.000000 Penalty: 5347.992188
	Iteration 9F: 3 clusters Score -9016377 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -9018510.000000 Penalty: 5347.992188
	Iteration 10F: 3 clusters Score -9018510 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -9020900.000000 Penalty: 5347.992188
	Iteration 11F: 3 clusters Score -9020900 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9023059.000000 Penalty: 5347.992188
	Iteration 12F: 3 clusters Score -9023059 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -9024583.000000 Penalty: 5347.992188
	Iteration 13Q: 3 clusters Score -9024583 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9025433.000000 Penalty: 5347.992188
	Iteration 14Q: 3 clusters Score -9025433 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9025850.000000 Penalty: 5347.992188
	Iteration 15Q: 3 clusters Score -9025850 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9026048.000000 Penalty: 5347.992188
	Iteration 16Q: 3 clusters Score -9026048 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -9026173.000000 Penalty: 5347.992188
	Iteration 17Q: 3 clusters Score -9026173 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47630 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9026222.000000 Penalty: 5347.992188
	Iteration 18Q: 3 clusters Score -9026222 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9026264.000000 Penalty: 5347.992188
	Iteration 19Q: 3 clusters Score -9026264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9026300.000000 Penalty: 5347.992188
	Iteration 20F: 3 clusters Score -9026300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9026314.000000 Penalty: 5347.992188
	Iteration 21Q: 3 clusters Score -9026314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9026320.000000 Penalty: 5347.992188
	Iteration 22Q: 3 clusters Score -9026320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9026318.000000 Penalty: 5347.992188
	Iteration 23Q: 3 clusters Score -9026318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9026339.000000 Penalty: 5347.992188
	Iteration 24Q: 3 clusters Score -9026339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47825 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -9026355.000000 Penalty: 5347.992188
	Iteration 25Q: 3 clusters Score -9026355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9026356.000000 Penalty: 5347.992188
	Iteration 26Q: 3 clusters Score -9026356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9026355.000000 Penalty: 5347.992188
	Iteration 27Q: 3 clusters Score -9026355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9026354.000000 Penalty: 5347.992188
	Iteration 28Q: 3 clusters Score -9026354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47836 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9026353.000000 Penalty: 5347.992188
	Iteration 29Q: 3 clusters Score -9026353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9026362.000000 Penalty: 5347.992188
	Iteration 30Q: 3 clusters Score -9026362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9026371.000000 Penalty: 5347.992188
	Iteration 31Q: 3 clusters Score -9026371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9026380.000000 Penalty: 5347.992188
	Iteration 32Q: 3 clusters Score -9026380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9026377.000000 Penalty: 5347.992188
	Iteration 33Q: 3 clusters Score -9026377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9026384.000000 Penalty: 5347.992188
	Iteration 34Q: 3 clusters Score -9026384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9026385.000000 Penalty: 5347.992188
	Iteration 35Q: 3 clusters Score -9026385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9026387.000000 Penalty: 5347.992188
	Iteration 36Q: 3 clusters Score -9026387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9026392.000000 Penalty: 5347.992188
	Iteration 37Q: 3 clusters Score -9026392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9026392.000000 Penalty: 5347.992188
	Iteration 38F: 3 clusters Score -9026392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24287.074219 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24287.07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24536.781250 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24536.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24589.888672 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -24589.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24604.369141 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24604.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24612.232422 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24612.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24643.798828 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24656.011719 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -24656.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24665.054688 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -24665.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24668.548828 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -24668.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24675.128906 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -24675.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24675.128906 Penalty: 2842.129395
	Iteration 10F: 3 clusters Score -24675.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Entering Unmasked Estep 
Score: -7610964.500000 Penalty: 2632.121582
	Iteration 0F: 2 clusters Score -7610964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7583736.000000 Penalty: 5264.243164
	Iteration 0F: 3 clusters Score -7583736 nChanged 18723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7594117.500000 Penalty: 5264.243164
	Iteration 1F: 3 clusters Score -7594118 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7594564.500000 Penalty: 5264.243164
	Iteration 2Q: 3 clusters Score -7594564 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -7594978.000000 Penalty: 5264.243164
	Iteration 3Q: 3 clusters Score -7594978 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -7595343.000000 Penalty: 5264.243164
	Iteration 4Q: 3 clusters Score -7595343 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -7595795.500000 Penalty: 5264.243164
	Iteration 5Q: 3 clusters Score -7595796 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -7596475.500000 Penalty: 5264.243164
	Iteration 6Q: 3 clusters Score -7596476 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7597406.000000 Penalty: 5264.243164
	Iteration 7Q: 3 clusters Score -7597406 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -7598577.500000 Penalty: 5264.243164
	Iteration 8Q: 3 clusters Score -7598578 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7600023.000000 Penalty: 5264.243164
	Iteration 9F: 3 clusters Score -7600023 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -7602070.500000 Penalty: 5264.243164
	Iteration 10F: 3 clusters Score -7602070 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -7604492.000000 Penalty: 5264.243164
	Iteration 11F: 3 clusters Score -7604492 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -7606693.000000 Penalty: 5264.243164
	Iteration 12F: 3 clusters Score -7606693 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -7607975.000000 Penalty: 5264.243164
	Iteration 13Q: 3 clusters Score -7607975 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -7608693.500000 Penalty: 5264.243164
	Iteration 14Q: 3 clusters Score -7608694 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7609189.000000 Penalty: 5264.243164
	Iteration 15Q: 3 clusters Score -7609189 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -7609491.000000 Penalty: 5264.243164
	Iteration 16Q: 3 clusters Score -7609491 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7609655.500000 Penalty: 5264.243164
	Iteration 17Q: 3 clusters Score -7609656 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7609768.000000 Penalty: 5264.243164
	Iteration 18Q: 3 clusters Score -7609768 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7609806.500000 Penalty: 5264.243164
	Iteration 19Q: 3 clusters Score -7609806 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -7609876.500000 Penalty: 5264.243164
	Iteration 20F: 3 clusters Score -7609876 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -7609966.000000 Penalty: 5264.243164
	Iteration 21Q: 3 clusters Score -7609966 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -7610007.000000 Penalty: 5264.243164
	Iteration 22Q: 3 clusters Score -7610007 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -7610032.500000 Penalty: 5264.243164
	Iteration 23Q: 3 clusters Score -7610032 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -7610080.000000 Penalty: 5264.243164
	Iteration 24Q: 3 clusters Score -7610080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -7610081.500000 Penalty: 5264.243164
	Iteration 25Q: 3 clusters Score -7610082 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -7610097.000000 Penalty: 5264.243164
	Iteration 26Q: 3 clusters Score -7610097 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -7610131.500000 Penalty: 5264.243164
	Iteration 27Q: 3 clusters Score -7610132 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -7610114.500000 Penalty: 5264.243164
	Iteration 28Q: 3 clusters Score -7610114 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -7610115.000000 Penalty: 5264.243164
	Iteration 29Q: 3 clusters Score -7610115 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -7610132.000000 Penalty: 5264.243164
	Iteration 30Q: 3 clusters Score -7610132 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -7610150.000000 Penalty: 5264.243164
	Iteration 31Q: 3 clusters Score -7610150 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7610181.000000 Penalty: 5264.243164
	Iteration 32Q: 3 clusters Score -7610181 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -7610179.500000 Penalty: 5264.243164
	Iteration 33Q: 3 clusters Score -7610180 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -7610169.000000 Penalty: 5264.243164
	Iteration 34Q: 3 clusters Score -7610169 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -7610167.000000 Penalty: 5264.243164
	Iteration 35Q: 3 clusters Score -7610167 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -7610183.000000 Penalty: 5264.243164
	Iteration 36Q: 3 clusters Score -7610183 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -7610161.500000 Penalty: 5264.243164
	Iteration 37Q: 3 clusters Score -7610162 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -7610161.000000 Penalty: 5264.243164
	Iteration 38Q: 3 clusters Score -7610161 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -7610176.500000 Penalty: 5264.243164
	Iteration 39Q: 3 clusters Score -7610176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -7610159.500000 Penalty: 5264.243164
	Iteration 40F: 3 clusters Score -7610160 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -7610152.000000 Penalty: 5264.243164
	Iteration 41Q: 3 clusters Score -7610152 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7610136.500000 Penalty: 5264.243164
	Iteration 42Q: 3 clusters Score -7610136 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7610129.500000 Penalty: 5264.243164
	Iteration 43Q: 3 clusters Score -7610130 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -7610151.000000 Penalty: 5264.243164
	Iteration 44Q: 3 clusters Score -7610151 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -7610139.500000 Penalty: 5264.243164
	Iteration 45Q: 3 clusters Score -7610140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -7610158.000000 Penalty: 5264.243164
	Iteration 46Q: 3 clusters Score -7610158 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -7610179.000000 Penalty: 5264.243164
	Iteration 47Q: 3 clusters Score -7610179 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -7610193.000000 Penalty: 5264.243164
	Iteration 48Q: 3 clusters Score -7610193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -7610173.000000 Penalty: 5264.243164
	Iteration 49Q: 3 clusters Score -7610173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -7610193.000000 Penalty: 5264.243164
	Iteration 50Q: 3 clusters Score -7610193 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -7610198.000000 Penalty: 5264.243164
	Iteration 51Q: 3 clusters Score -7610198 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -7610169.000000 Penalty: 5264.243164
	Iteration 52Q: 3 clusters Score -7610169 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -7610196.000000 Penalty: 5264.243164
	Iteration 53Q: 3 clusters Score -7610196 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -7610200.000000 Penalty: 5264.243164
	Iteration 54Q: 3 clusters Score -7610200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -7610185.500000 Penalty: 5264.243164
	Iteration 55Q: 3 clusters Score -7610186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -7610198.500000 Penalty: 5264.243164
	Iteration 56Q: 3 clusters Score -7610198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7610196.000000 Penalty: 5264.243164
	Iteration 57Q: 3 clusters Score -7610196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7610199.500000 Penalty: 5264.243164
	Iteration 58Q: 3 clusters Score -7610200 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -7610207.500000 Penalty: 5264.243164
	Iteration 59Q: 3 clusters Score -7610208 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -7610215.500000 Penalty: 5264.243164
	Iteration 60F: 3 clusters Score -7610216 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -7610215.500000 Penalty: 5264.243164
	Iteration 61Q: 3 clusters Score -7610216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -7610215.000000 Penalty: 5264.243164
	Iteration 62Q: 3 clusters Score -7610215 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -7610196.000000 Penalty: 5264.243164
	Iteration 63Q: 3 clusters Score -7610196 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -7610195.000000 Penalty: 5264.243164
	Iteration 64Q: 3 clusters Score -7610195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7610206.500000 Penalty: 5264.243164
	Iteration 65Q: 3 clusters Score -7610206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -7610184.000000 Penalty: 5264.243164
	Iteration 66Q: 3 clusters Score -7610184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -7610180.000000 Penalty: 5264.243164
	Iteration 67Q: 3 clusters Score -7610180 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -7610169.000000 Penalty: 5264.243164
	Iteration 68Q: 3 clusters Score -7610169 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -7610174.000000 Penalty: 5264.243164
	Iteration 69Q: 3 clusters Score -7610174 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7610178.500000 Penalty: 5264.243164
	Iteration 70Q: 3 clusters Score -7610178 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -7610175.000000 Penalty: 5264.243164
	Iteration 71Q: 3 clusters Score -7610175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7610167.000000 Penalty: 5264.243164
	Iteration 72Q: 3 clusters Score -7610167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7610166.000000 Penalty: 5264.243164
	Iteration 73Q: 3 clusters Score -7610166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -7610154.000000 Penalty: 5264.243164
	Iteration 74Q: 3 clusters Score -7610154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -7610146.000000 Penalty: 5264.243164
	Iteration 75Q: 3 clusters Score -7610146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -7610121.000000 Penalty: 5264.243164
	Iteration 76Q: 3 clusters Score -7610121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -7610130.500000 Penalty: 5264.243164
	Iteration 77Q: 3 clusters Score -7610130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -7610118.000000 Penalty: 5264.243164
	Iteration 78Q: 3 clusters Score -7610118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -7610122.500000 Penalty: 5264.243164
	Iteration 79Q: 3 clusters Score -7610122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -7610115.500000 Penalty: 5264.243164
	Iteration 80F: 3 clusters Score -7610116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7610118.000000 Penalty: 5264.243164
	Iteration 81Q: 3 clusters Score -7610118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -7610110.000000 Penalty: 5264.243164
	Iteration 82Q: 3 clusters Score -7610110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7610123.500000 Penalty: 5264.243164
	Iteration 83Q: 3 clusters Score -7610124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7610126.000000 Penalty: 5264.243164
	Iteration 84Q: 3 clusters Score -7610126 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -7610124.000000 Penalty: 5264.243164
	Iteration 85Q: 3 clusters Score -7610124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -7610114.500000 Penalty: 5264.243164
	Iteration 86Q: 3 clusters Score -7610114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7610115.000000 Penalty: 5264.243164
	Iteration 87Q: 3 clusters Score -7610115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7610115.500000 Penalty: 5264.243164
	Iteration 88Q: 3 clusters Score -7610116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7610109.000000 Penalty: 5264.243164
	Iteration 89Q: 3 clusters Score -7610109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -7610106.500000 Penalty: 5264.243164
	Iteration 90Q: 3 clusters Score -7610106 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -7610098.000000 Penalty: 5264.243164
	Iteration 91Q: 3 clusters Score -7610098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -7610097.500000 Penalty: 5264.243164
	Iteration 92Q: 3 clusters Score -7610098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7610097.500000 Penalty: 5264.243164
	Iteration 93Q: 3 clusters Score -7610098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7610091.000000 Penalty: 5264.243164
	Iteration 94Q: 3 clusters Score -7610091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7610100.500000 Penalty: 5264.243164
	Iteration 95Q: 3 clusters Score -7610100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -7610104.000000 Penalty: 5264.243164
	Iteration 96Q: 3 clusters Score -7610104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7610095.000000 Penalty: 5264.243164
	Iteration 97Q: 3 clusters Score -7610095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -7610094.000000 Penalty: 5264.243164
	Iteration 98Q: 3 clusters Score -7610094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -7610093.500000 Penalty: 5264.243164
	Iteration 99Q: 3 clusters Score -7610094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -7610095.000000 Penalty: 5264.243164
	Iteration 100F: 3 clusters Score -7610095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -7610099.000000 Penalty: 5264.243164
	Iteration 101Q: 3 clusters Score -7610099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -7610096.000000 Penalty: 5264.243164
	Iteration 102Q: 3 clusters Score -7610096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -7610098.000000 Penalty: 5264.243164
	Iteration 103Q: 3 clusters Score -7610098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -7610097.000000 Penalty: 5264.243164
	Iteration 104Q: 3 clusters Score -7610097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -7610095.500000 Penalty: 5264.243164
	Iteration 105Q: 3 clusters Score -7610096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -7610099.000000 Penalty: 5264.243164
	Iteration 106Q: 3 clusters Score -7610099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7610099.500000 Penalty: 5264.243164
	Iteration 107Q: 3 clusters Score -7610100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7610101.000000 Penalty: 5264.243164
	Iteration 108Q: 3 clusters Score -7610101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -7610098.500000 Penalty: 5264.243164
	Iteration 109Q: 3 clusters Score -7610098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7610093.000000 Penalty: 5264.243164
	Iteration 110Q: 3 clusters Score -7610093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7610089.500000 Penalty: 5264.243164
	Iteration 111Q: 3 clusters Score -7610090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -7610084.500000 Penalty: 5264.243164
	Iteration 112Q: 3 clusters Score -7610084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -7610087.000000 Penalty: 5264.243164
	Iteration 113Q: 3 clusters Score -7610087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -7610089.500000 Penalty: 5264.243164
	Iteration 114Q: 3 clusters Score -7610090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -7610089.500000 Penalty: 5264.243164
	Iteration 115F: 3 clusters Score -7610090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84307.562500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84307.56 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84838.718750 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84838.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85061.843750 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -85061.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -85235.523438 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85235.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -85310.726562 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -85310.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -85376.609375 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85376.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85405.695312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85405.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -85422.859375 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85422.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -85436.351562 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85436.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -85441.453125 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85441.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -85444.031250 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85444.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85444.851562 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85444.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -85444.851562 Penalty: 3192.330566
	Iteration 12F: 3 clusters Score -85444.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Entering Unmasked Estep 
Score: -133528.312500 Penalty: 1650.549194
	Iteration 0F: 2 clusters Score -133528.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131845.171875 Penalty: 3301.098389
	Iteration 0F: 3 clusters Score -131845.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -132263.656250 Penalty: 3301.098389
	Iteration 1F: 3 clusters Score -132263.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -132504.328125 Penalty: 3301.098389
	Iteration 2F: 3 clusters Score -132504.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -132742.359375 Penalty: 3301.098389
	Iteration 3F: 3 clusters Score -132742.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -132826.171875 Penalty: 3301.098389
	Iteration 4F: 3 clusters Score -132826.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132884.312500 Penalty: 3301.098389
	Iteration 5Q: 3 clusters Score -132884.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -132951.218750 Penalty: 3301.098389
	Iteration 6Q: 3 clusters Score -132951.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -133030.062500 Penalty: 3301.098389
	Iteration 7Q: 3 clusters Score -133030.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133085.312500 Penalty: 3301.098389
	Iteration 8Q: 3 clusters Score -133085.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -133121.562500 Penalty: 3301.098389
	Iteration 9Q: 3 clusters Score -133121.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133129.046875 Penalty: 3301.098389
	Iteration 10Q: 3 clusters Score -133129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133132.125000 Penalty: 3301.098389
	Iteration 11Q: 3 clusters Score -133132.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -133132.125000 Penalty: 3301.098389
	Iteration 12F: 3 clusters Score -133132.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Entering Unmasked Estep 
Score: -4845681.500000 Penalty: 2519.840332
	Iteration 0F: 2 clusters Score -4845682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -4827979.000000 Penalty: 5039.680664
	Iteration 0F: 3 clusters Score -4827979 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4833961.500000 Penalty: 5039.680664
	Iteration 1F: 3 clusters Score -4833962 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -4834290.000000 Penalty: 5039.680664
	Iteration 2Q: 3 clusters Score -4834290 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -4834614.000000 Penalty: 5039.680664
	Iteration 3Q: 3 clusters Score -4834614 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -4834901.500000 Penalty: 5039.680664
	Iteration 4Q: 3 clusters Score -4834902 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4835194.500000 Penalty: 5039.680664
	Iteration 5Q: 3 clusters Score -4835194 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -4835527.500000 Penalty: 5039.680664
	Iteration 6Q: 3 clusters Score -4835528 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4835994.500000 Penalty: 5039.680664
	Iteration 7Q: 3 clusters Score -4835994 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -4836635.500000 Penalty: 5039.680664
	Iteration 8Q: 3 clusters Score -4836636 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4837486.000000 Penalty: 5039.680664
	Iteration 9F: 3 clusters Score -4837486 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4838605.500000 Penalty: 5039.680664
	Iteration 10F: 3 clusters Score -4838606 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4839769.000000 Penalty: 5039.680664
	Iteration 11F: 3 clusters Score -4839769 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4840774.000000 Penalty: 5039.680664
	Iteration 12Q: 3 clusters Score -4840774 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4841628.000000 Penalty: 5039.680664
	Iteration 13Q: 3 clusters Score -4841628 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -4842268.000000 Penalty: 5039.680664
	Iteration 14Q: 3 clusters Score -4842268 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4842752.500000 Penalty: 5039.680664
	Iteration 15Q: 3 clusters Score -4842752 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4843082.000000 Penalty: 5039.680664
	Iteration 16Q: 3 clusters Score -4843082 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4843279.500000 Penalty: 5039.680664
	Iteration 17Q: 3 clusters Score -4843280 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4843409.000000 Penalty: 5039.680664
	Iteration 18Q: 3 clusters Score -4843409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4843481.000000 Penalty: 5039.680664
	Iteration 19Q: 3 clusters Score -4843481 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -4843536.500000 Penalty: 5039.680664
	Iteration 20F: 3 clusters Score -4843536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -4843564.500000 Penalty: 5039.680664
	Iteration 21Q: 3 clusters Score -4843564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -4843587.500000 Penalty: 5039.680664
	Iteration 22Q: 3 clusters Score -4843588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -4843612.500000 Penalty: 5039.680664
	Iteration 23Q: 3 clusters Score -4843612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -4843615.500000 Penalty: 5039.680664
	Iteration 24Q: 3 clusters Score -4843616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4843612.000000 Penalty: 5039.680664
	Iteration 25Q: 3 clusters Score -4843612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4843618.000000 Penalty: 5039.680664
	Iteration 26Q: 3 clusters Score -4843618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4843630.000000 Penalty: 5039.680664
	Iteration 27Q: 3 clusters Score -4843630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -4843622.000000 Penalty: 5039.680664
	Iteration 28Q: 3 clusters Score -4843622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -4843623.000000 Penalty: 5039.680664
	Iteration 29Q: 3 clusters Score -4843623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4843624.500000 Penalty: 5039.680664
	Iteration 30Q: 3 clusters Score -4843624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4843624.500000 Penalty: 5039.680664
	Iteration 31F: 3 clusters Score -4843624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Entering Unmasked Estep 
Score: -8874737.000000 Penalty: 2668.639648
	Iteration 0F: 2 clusters Score -8874737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8844493.000000 Penalty: 5337.279297
	Iteration 0F: 3 clusters Score -8844493 nChanged 21753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -8856552.000000 Penalty: 5337.279297
	Iteration 1F: 3 clusters Score -8856552 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -8857273.000000 Penalty: 5337.279297
	Iteration 2Q: 3 clusters Score -8857273 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8858174.000000 Penalty: 5337.279297
	Iteration 3Q: 3 clusters Score -8858174 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -8859509.000000 Penalty: 5337.279297
	Iteration 4F: 3 clusters Score -8859509 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -8861522.000000 Penalty: 5337.279297
	Iteration 5F: 3 clusters Score -8861522 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -8864058.000000 Penalty: 5337.279297
	Iteration 6F: 3 clusters Score -8864058 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -8866617.000000 Penalty: 5337.279297
	Iteration 7F: 3 clusters Score -8866617 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -8868683.000000 Penalty: 5337.279297
	Iteration 8F: 3 clusters Score -8868683 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8870460.000000 Penalty: 5337.279297
	Iteration 9Q: 3 clusters Score -8870460 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8871344.000000 Penalty: 5337.279297
	Iteration 10Q: 3 clusters Score -8871344 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8871749.000000 Penalty: 5337.279297
	Iteration 11Q: 3 clusters Score -8871749 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -8872023.000000 Penalty: 5337.279297
	Iteration 12Q: 3 clusters Score -8872023 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8872188.000000 Penalty: 5337.279297
	Iteration 13Q: 3 clusters Score -8872188 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8872307.000000 Penalty: 5337.279297
	Iteration 14Q: 3 clusters Score -8872307 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8872384.000000 Penalty: 5337.279297
	Iteration 15Q: 3 clusters Score -8872384 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8872420.000000 Penalty: 5337.279297
	Iteration 16Q: 3 clusters Score -8872420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8872446.000000 Penalty: 5337.279297
	Iteration 17Q: 3 clusters Score -8872446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -8872458.000000 Penalty: 5337.279297
	Iteration 18Q: 3 clusters Score -8872458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -8872485.000000 Penalty: 5337.279297
	Iteration 19Q: 3 clusters Score -8872485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8872501.000000 Penalty: 5337.279297
	Iteration 20F: 3 clusters Score -8872501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -8872511.000000 Penalty: 5337.279297
	Iteration 21Q: 3 clusters Score -8872511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46651 members 
Entering Unmasked Estep 
Score: -8872518.000000 Penalty: 5337.279297
	Iteration 22Q: 3 clusters Score -8872518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -8872518.000000 Penalty: 5337.279297
	Iteration 23Q: 3 clusters Score -8872518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8872523.000000 Penalty: 5337.279297
	Iteration 24Q: 3 clusters Score -8872523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8872523.000000 Penalty: 5337.279297
	Iteration 25Q: 3 clusters Score -8872523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -8872522.000000 Penalty: 5337.279297
	Iteration 26Q: 3 clusters Score -8872522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -8872527.000000 Penalty: 5337.279297
	Iteration 27Q: 3 clusters Score -8872527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8872523.000000 Penalty: 5337.279297
	Iteration 28Q: 3 clusters Score -8872523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8872523.000000 Penalty: 5337.279297
	Iteration 29Q: 3 clusters Score -8872523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8872523.000000 Penalty: 5337.279297
	Iteration 30F: 3 clusters Score -8872523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Entering Unmasked Estep 
Score: -196785.703125 Penalty: 1758.752075
	Iteration 0F: 2 clusters Score -196785.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -194703.203125 Penalty: 3517.504150
	Iteration 0F: 3 clusters Score -194703.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195168.640625 Penalty: 3517.504150
	Iteration 1F: 3 clusters Score -195168.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -195420.812500 Penalty: 3517.504150
	Iteration 2F: 3 clusters Score -195420.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -195673.625000 Penalty: 3517.504150
	Iteration 3F: 3 clusters Score -195673.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -195870.812500 Penalty: 3517.504150
	Iteration 4F: 3 clusters Score -195870.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195998.406250 Penalty: 3517.504150
	Iteration 5Q: 3 clusters Score -195998.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196064.171875 Penalty: 3517.504150
	Iteration 6Q: 3 clusters Score -196064.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -196095.265625 Penalty: 3517.504150
	Iteration 7Q: 3 clusters Score -196095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -196120.859375 Penalty: 3517.504150
	Iteration 8Q: 3 clusters Score -196120.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -196144.968750 Penalty: 3517.504150
	Iteration 9Q: 3 clusters Score -196145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -196165.171875 Penalty: 3517.504150
	Iteration 10Q: 3 clusters Score -196165.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -196184.765625 Penalty: 3517.504150
	Iteration 11Q: 3 clusters Score -196184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -196207.343750 Penalty: 3517.504150
	Iteration 12Q: 3 clusters Score -196207.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -196230.093750 Penalty: 3517.504150
	Iteration 13Q: 3 clusters Score -196230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -196248.187500 Penalty: 3517.504150
	Iteration 14Q: 3 clusters Score -196248.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196269.140625 Penalty: 3517.504150
	Iteration 15Q: 3 clusters Score -196269.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -196293.531250 Penalty: 3517.504150
	Iteration 16Q: 3 clusters Score -196293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -196307.093750 Penalty: 3517.504150
	Iteration 17Q: 3 clusters Score -196307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -196321.218750 Penalty: 3517.504150
	Iteration 18Q: 3 clusters Score -196321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -196330.093750 Penalty: 3517.504150
	Iteration 19Q: 3 clusters Score -196330.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -196339.640625 Penalty: 3517.504150
	Iteration 20F: 3 clusters Score -196339.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -196345.734375 Penalty: 3517.504150
	Iteration 21Q: 3 clusters Score -196345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -196347.859375 Penalty: 3517.504150
	Iteration 22Q: 3 clusters Score -196347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -196349.906250 Penalty: 3517.504150
	Iteration 23Q: 3 clusters Score -196349.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -196350.343750 Penalty: 3517.504150
	Iteration 24Q: 3 clusters Score -196350.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -196352.609375 Penalty: 3517.504150
	Iteration 25Q: 3 clusters Score -196352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -196355.296875 Penalty: 3517.504150
	Iteration 26Q: 3 clusters Score -196355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -196358.953125 Penalty: 3517.504150
	Iteration 27Q: 3 clusters Score -196359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -196362.218750 Penalty: 3517.504150
	Iteration 28Q: 3 clusters Score -196362.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196363.515625 Penalty: 3517.504150
	Iteration 29Q: 3 clusters Score -196363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196363.515625 Penalty: 3517.504150
	Iteration 30F: 3 clusters Score -196363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (22705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Entering Unmasked Estep 
Score: -4242415.500000 Penalty: 2487.524414
	Iteration 0F: 2 clusters Score -4242416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -4226611.000000 Penalty: 4975.048828
	Iteration 0F: 3 clusters Score -4226611 nChanged 10011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -4231943.000000 Penalty: 4975.048828
	Iteration 1F: 3 clusters Score -4231943 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -4232313.000000 Penalty: 4975.048828
	Iteration 2Q: 3 clusters Score -4232313 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4232616.000000 Penalty: 4975.048828
	Iteration 3Q: 3 clusters Score -4232616 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4232862.000000 Penalty: 4975.048828
	Iteration 4Q: 3 clusters Score -4232862 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4233134.500000 Penalty: 4975.048828
	Iteration 5Q: 3 clusters Score -4233134 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4233394.000000 Penalty: 4975.048828
	Iteration 6Q: 3 clusters Score -4233394 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -4233771.000000 Penalty: 4975.048828
	Iteration 7Q: 3 clusters Score -4233771 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -4234262.000000 Penalty: 4975.048828
	Iteration 8Q: 3 clusters Score -4234262 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4234996.000000 Penalty: 4975.048828
	Iteration 9F: 3 clusters Score -4234996 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4235936.000000 Penalty: 4975.048828
	Iteration 10F: 3 clusters Score -4235936 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -4237082.000000 Penalty: 4975.048828
	Iteration 11F: 3 clusters Score -4237082 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -4238238.500000 Penalty: 4975.048828
	Iteration 12F: 3 clusters Score -4238238 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4239123.500000 Penalty: 4975.048828
	Iteration 13Q: 3 clusters Score -4239124 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4239656.000000 Penalty: 4975.048828
	Iteration 14Q: 3 clusters Score -4239656 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4239921.500000 Penalty: 4975.048828
	Iteration 15Q: 3 clusters Score -4239922 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4240048.500000 Penalty: 4975.048828
	Iteration 16Q: 3 clusters Score -4240048 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4240125.500000 Penalty: 4975.048828
	Iteration 17Q: 3 clusters Score -4240126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -4240153.000000 Penalty: 4975.048828
	Iteration 18Q: 3 clusters Score -4240153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -4240182.000000 Penalty: 4975.048828
	Iteration 19Q: 3 clusters Score -4240182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -4240204.500000 Penalty: 4975.048828
	Iteration 20F: 3 clusters Score -4240204 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -4240233.500000 Penalty: 4975.048828
	Iteration 21Q: 3 clusters Score -4240234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4240245.500000 Penalty: 4975.048828
	Iteration 22Q: 3 clusters Score -4240246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4240256.500000 Penalty: 4975.048828
	Iteration 23Q: 3 clusters Score -4240256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -4240258.500000 Penalty: 4975.048828
	Iteration 24Q: 3 clusters Score -4240258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4240265.000000 Penalty: 4975.048828
	Iteration 25Q: 3 clusters Score -4240265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -4240265.000000 Penalty: 4975.048828
	Iteration 26F: 3 clusters Score -4240265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -368453.031250 Penalty: 1891.268555
	Iteration 0F: 2 clusters Score -368453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -365738.593750 Penalty: 3782.537109
	Iteration 0F: 3 clusters Score -365738.6 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -366215.843750 Penalty: 3782.537109
	Iteration 1F: 3 clusters Score -366215.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -366362.937500 Penalty: 3782.537109
	Iteration 2F: 3 clusters Score -366362.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -366442.093750 Penalty: 3782.537109
	Iteration 3Q: 3 clusters Score -366442.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -366486.781250 Penalty: 3782.537109
	Iteration 4Q: 3 clusters Score -366486.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -366513.843750 Penalty: 3782.537109
	Iteration 5Q: 3 clusters Score -366513.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -366532.312500 Penalty: 3782.537109
	Iteration 6Q: 3 clusters Score -366532.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -366544.750000 Penalty: 3782.537109
	Iteration 7Q: 3 clusters Score -366544.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -366555.000000 Penalty: 3782.537109
	Iteration 8Q: 3 clusters Score -366555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -366561.812500 Penalty: 3782.537109
	Iteration 9Q: 3 clusters Score -366561.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -366565.000000 Penalty: 3782.537109
	Iteration 10Q: 3 clusters Score -366565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -366568.531250 Penalty: 3782.537109
	Iteration 11Q: 3 clusters Score -366568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -366569.468750 Penalty: 3782.537109
	Iteration 12Q: 3 clusters Score -366569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -366571.343750 Penalty: 3782.537109
	Iteration 13Q: 3 clusters Score -366571.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -366571.343750 Penalty: 3782.537109
	Iteration 14F: 3 clusters Score -366571.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (34596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Entering Unmasked Estep 
Score: -6473620.000000 Penalty: 2591.970215
	Iteration 0F: 2 clusters Score -6473620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -6450205.500000 Penalty: 5183.940430
	Iteration 0F: 3 clusters Score -6450206 nChanged 15631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -6458903.000000 Penalty: 5183.940430
	Iteration 1F: 3 clusters Score -6458903 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -6459705.500000 Penalty: 5183.940430
	Iteration 2Q: 3 clusters Score -6459706 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -6460868.000000 Penalty: 5183.940430
	Iteration 3F: 3 clusters Score -6460868 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -6462589.000000 Penalty: 5183.940430
	Iteration 4F: 3 clusters Score -6462589 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -6464753.000000 Penalty: 5183.940430
	Iteration 5F: 3 clusters Score -6464753 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -6467051.000000 Penalty: 5183.940430
	Iteration 6F: 3 clusters Score -6467051 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -6469232.500000 Penalty: 5183.940430
	Iteration 7F: 3 clusters Score -6469232 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6470652.000000 Penalty: 5183.940430
	Iteration 8Q: 3 clusters Score -6470652 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -6471148.000000 Penalty: 5183.940430
	Iteration 9Q: 3 clusters Score -6471148 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -6471321.000000 Penalty: 5183.940430
	Iteration 10Q: 3 clusters Score -6471321 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -6471426.000000 Penalty: 5183.940430
	Iteration 11Q: 3 clusters Score -6471426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -6471498.000000 Penalty: 5183.940430
	Iteration 12Q: 3 clusters Score -6471498 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6471558.000000 Penalty: 5183.940430
	Iteration 13Q: 3 clusters Score -6471558 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6471585.500000 Penalty: 5183.940430
	Iteration 14Q: 3 clusters Score -6471586 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6471631.500000 Penalty: 5183.940430
	Iteration 15Q: 3 clusters Score -6471632 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6471670.500000 Penalty: 5183.940430
	Iteration 16Q: 3 clusters Score -6471670 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -6471700.000000 Penalty: 5183.940430
	Iteration 17Q: 3 clusters Score -6471700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -6471729.500000 Penalty: 5183.940430
	Iteration 18Q: 3 clusters Score -6471730 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -6471737.500000 Penalty: 5183.940430
	Iteration 19Q: 3 clusters Score -6471738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -6471767.500000 Penalty: 5183.940430
	Iteration 20F: 3 clusters Score -6471768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -6471787.000000 Penalty: 5183.940430
	Iteration 21Q: 3 clusters Score -6471787 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6471821.000000 Penalty: 5183.940430
	Iteration 22Q: 3 clusters Score -6471821 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6471858.500000 Penalty: 5183.940430
	Iteration 23Q: 3 clusters Score -6471858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -6471875.000000 Penalty: 5183.940430
	Iteration 24Q: 3 clusters Score -6471875 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -6471881.000000 Penalty: 5183.940430
	Iteration 25Q: 3 clusters Score -6471881 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -6471898.000000 Penalty: 5183.940430
	Iteration 26Q: 3 clusters Score -6471898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -6471914.000000 Penalty: 5183.940430
	Iteration 27Q: 3 clusters Score -6471914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -6471935.500000 Penalty: 5183.940430
	Iteration 28Q: 3 clusters Score -6471936 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -6471970.000000 Penalty: 5183.940430
	Iteration 29Q: 3 clusters Score -6471970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -6471974.500000 Penalty: 5183.940430
	Iteration 30Q: 3 clusters Score -6471974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -6471984.500000 Penalty: 5183.940430
	Iteration 31Q: 3 clusters Score -6471984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -6472000.000000 Penalty: 5183.940430
	Iteration 32Q: 3 clusters Score -6472000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -6472012.000000 Penalty: 5183.940430
	Iteration 33Q: 3 clusters Score -6472012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -6472011.500000 Penalty: 5183.940430
	Iteration 34Q: 3 clusters Score -6472012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -6472004.000000 Penalty: 5183.940430
	Iteration 35Q: 3 clusters Score -6472004 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -6471999.000000 Penalty: 5183.940430
	Iteration 36Q: 3 clusters Score -6471999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -6472000.000000 Penalty: 5183.940430
	Iteration 37Q: 3 clusters Score -6472000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -6472000.500000 Penalty: 5183.940430
	Iteration 38Q: 3 clusters Score -6472000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -6472018.000000 Penalty: 5183.940430
	Iteration 39Q: 3 clusters Score -6472018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -6472024.000000 Penalty: 5183.940430
	Iteration 40F: 3 clusters Score -6472024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -6472025.500000 Penalty: 5183.940430
	Iteration 41Q: 3 clusters Score -6472026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -6472022.000000 Penalty: 5183.940430
	Iteration 42Q: 3 clusters Score -6472022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6472033.500000 Penalty: 5183.940430
	Iteration 43Q: 3 clusters Score -6472034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -6472029.500000 Penalty: 5183.940430
	Iteration 44Q: 3 clusters Score -6472030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -6472016.500000 Penalty: 5183.940430
	Iteration 45Q: 3 clusters Score -6472016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -6472011.500000 Penalty: 5183.940430
	Iteration 46Q: 3 clusters Score -6472012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6472017.000000 Penalty: 5183.940430
	Iteration 47Q: 3 clusters Score -6472017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -6472025.000000 Penalty: 5183.940430
	Iteration 48Q: 3 clusters Score -6472025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6472021.500000 Penalty: 5183.940430
	Iteration 49Q: 3 clusters Score -6472022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -6472020.000000 Penalty: 5183.940430
	Iteration 50Q: 3 clusters Score -6472020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6472030.000000 Penalty: 5183.940430
	Iteration 51Q: 3 clusters Score -6472030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -6472026.000000 Penalty: 5183.940430
	Iteration 52Q: 3 clusters Score -6472026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -6472040.500000 Penalty: 5183.940430
	Iteration 53Q: 3 clusters Score -6472040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -6472046.000000 Penalty: 5183.940430
	Iteration 54Q: 3 clusters Score -6472046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -6472046.000000 Penalty: 5183.940430
	Iteration 55Q: 3 clusters Score -6472046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -6472038.500000 Penalty: 5183.940430
	Iteration 56Q: 3 clusters Score -6472038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -6472038.000000 Penalty: 5183.940430
	Iteration 57Q: 3 clusters Score -6472038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -6472042.000000 Penalty: 5183.940430
	Iteration 58Q: 3 clusters Score -6472042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -6472031.500000 Penalty: 5183.940430
	Iteration 59Q: 3 clusters Score -6472032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -6472041.000000 Penalty: 5183.940430
	Iteration 60F: 3 clusters Score -6472041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -6472051.000000 Penalty: 5183.940430
	Iteration 61Q: 3 clusters Score -6472051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -6472051.000000 Penalty: 5183.940430
	Iteration 62Q: 3 clusters Score -6472051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -6472054.000000 Penalty: 5183.940430
	Iteration 63Q: 3 clusters Score -6472054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -6472053.500000 Penalty: 5183.940430
	Iteration 64Q: 3 clusters Score -6472054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -6472056.500000 Penalty: 5183.940430
	Iteration 65Q: 3 clusters Score -6472056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6472057.000000 Penalty: 5183.940430
	Iteration 66Q: 3 clusters Score -6472057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -6472051.000000 Penalty: 5183.940430
	Iteration 67Q: 3 clusters Score -6472051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -6472052.500000 Penalty: 5183.940430
	Iteration 68Q: 3 clusters Score -6472052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -6472056.000000 Penalty: 5183.940430
	Iteration 69Q: 3 clusters Score -6472056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -6472057.000000 Penalty: 5183.940430
	Iteration 70Q: 3 clusters Score -6472057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -6472060.500000 Penalty: 5183.940430
	Iteration 71Q: 3 clusters Score -6472060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -6472058.000000 Penalty: 5183.940430
	Iteration 72Q: 3 clusters Score -6472058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -6472059.500000 Penalty: 5183.940430
	Iteration 73Q: 3 clusters Score -6472060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -6472053.000000 Penalty: 5183.940430
	Iteration 74Q: 3 clusters Score -6472053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6472059.500000 Penalty: 5183.940430
	Iteration 75Q: 3 clusters Score -6472060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -6472061.000000 Penalty: 5183.940430
	Iteration 76Q: 3 clusters Score -6472061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -6472053.500000 Penalty: 5183.940430
	Iteration 77Q: 3 clusters Score -6472054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -6472060.500000 Penalty: 5183.940430
	Iteration 78Q: 3 clusters Score -6472060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -6472053.500000 Penalty: 5183.940430
	Iteration 79Q: 3 clusters Score -6472054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -6472063.500000 Penalty: 5183.940430
	Iteration 80F: 3 clusters Score -6472064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6472065.000000 Penalty: 5183.940430
	Iteration 81Q: 3 clusters Score -6472065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -6472061.000000 Penalty: 5183.940430
	Iteration 82Q: 3 clusters Score -6472061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6472058.500000 Penalty: 5183.940430
	Iteration 83Q: 3 clusters Score -6472058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -6472062.500000 Penalty: 5183.940430
	Iteration 84Q: 3 clusters Score -6472062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6472060.500000 Penalty: 5183.940430
	Iteration 85Q: 3 clusters Score -6472060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -6472063.500000 Penalty: 5183.940430
	Iteration 86Q: 3 clusters Score -6472064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -6472058.500000 Penalty: 5183.940430
	Iteration 87Q: 3 clusters Score -6472058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -6472055.500000 Penalty: 5183.940430
	Iteration 88Q: 3 clusters Score -6472056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -6472043.500000 Penalty: 5183.940430
	Iteration 89Q: 3 clusters Score -6472044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -6472050.000000 Penalty: 5183.940430
	Iteration 90Q: 3 clusters Score -6472050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -6472057.500000 Penalty: 5183.940430
	Iteration 91Q: 3 clusters Score -6472058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -6472053.000000 Penalty: 5183.940430
	Iteration 92Q: 3 clusters Score -6472053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -6472058.000000 Penalty: 5183.940430
	Iteration 93Q: 3 clusters Score -6472058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -6472048.000000 Penalty: 5183.940430
	Iteration 94Q: 3 clusters Score -6472048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -6472045.500000 Penalty: 5183.940430
	Iteration 95Q: 3 clusters Score -6472046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -6472057.000000 Penalty: 5183.940430
	Iteration 96Q: 3 clusters Score -6472057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -6472059.500000 Penalty: 5183.940430
	Iteration 97Q: 3 clusters Score -6472060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -6472058.500000 Penalty: 5183.940430
	Iteration 98Q: 3 clusters Score -6472058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -6472057.000000 Penalty: 5183.940430
	Iteration 99Q: 3 clusters Score -6472057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -6472057.500000 Penalty: 5183.940430
	Iteration 100F: 3 clusters Score -6472058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -6472064.500000 Penalty: 5183.940430
	Iteration 101Q: 3 clusters Score -6472064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -6472073.500000 Penalty: 5183.940430
	Iteration 102Q: 3 clusters Score -6472074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -6472070.000000 Penalty: 5183.940430
	Iteration 103Q: 3 clusters Score -6472070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -6472077.500000 Penalty: 5183.940430
	Iteration 104Q: 3 clusters Score -6472078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6472077.500000 Penalty: 5183.940430
	Iteration 105Q: 3 clusters Score -6472078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -6472080.000000 Penalty: 5183.940430
	Iteration 106Q: 3 clusters Score -6472080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -6472080.000000 Penalty: 5183.940430
	Iteration 107Q: 3 clusters Score -6472080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -6472075.000000 Penalty: 5183.940430
	Iteration 108Q: 3 clusters Score -6472075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6472077.500000 Penalty: 5183.940430
	Iteration 109Q: 3 clusters Score -6472078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6472077.500000 Penalty: 5183.940430
	Iteration 110F: 3 clusters Score -6472078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (36760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Entering Unmasked Estep 
Score: -6871383.000000 Penalty: 2607.017090
	Iteration 0F: 2 clusters Score -6871383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -6846448.000000 Penalty: 5214.034180
	Iteration 0F: 3 clusters Score -6846448 nChanged 16841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -6855797.000000 Penalty: 5214.034180
	Iteration 1F: 3 clusters Score -6855797 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -6856673.500000 Penalty: 5214.034180
	Iteration 2F: 3 clusters Score -6856674 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -6857814.000000 Penalty: 5214.034180
	Iteration 3F: 3 clusters Score -6857814 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6859522.500000 Penalty: 5214.034180
	Iteration 4F: 3 clusters Score -6859522 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6861902.000000 Penalty: 5214.034180
	Iteration 5F: 3 clusters Score -6861902 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -6864498.000000 Penalty: 5214.034180
	Iteration 6F: 3 clusters Score -6864498 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6866657.000000 Penalty: 5214.034180
	Iteration 7F: 3 clusters Score -6866657 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -6868154.000000 Penalty: 5214.034180
	Iteration 8Q: 3 clusters Score -6868154 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -6868977.500000 Penalty: 5214.034180
	Iteration 9Q: 3 clusters Score -6868978 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -6869408.000000 Penalty: 5214.034180
	Iteration 10Q: 3 clusters Score -6869408 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6869585.500000 Penalty: 5214.034180
	Iteration 11Q: 3 clusters Score -6869586 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -6869669.500000 Penalty: 5214.034180
	Iteration 12Q: 3 clusters Score -6869670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 33755 members 
Entering Unmasked Estep 
Score: -6869701.000000 Penalty: 5214.034180
	Iteration 13Q: 3 clusters Score -6869701 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -6869735.500000 Penalty: 5214.034180
	Iteration 14Q: 3 clusters Score -6869736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6869770.500000 Penalty: 5214.034180
	Iteration 15Q: 3 clusters Score -6869770 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -6869804.500000 Penalty: 5214.034180
	Iteration 16Q: 3 clusters Score -6869804 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -6869822.500000 Penalty: 5214.034180
	Iteration 17Q: 3 clusters Score -6869822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6869836.500000 Penalty: 5214.034180
	Iteration 18Q: 3 clusters Score -6869836 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6869834.500000 Penalty: 5214.034180
	Iteration 19Q: 3 clusters Score -6869834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -6869834.500000 Penalty: 5214.034180
	Iteration 20F: 3 clusters Score -6869834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -6869838.000000 Penalty: 5214.034180
	Iteration 21Q: 3 clusters Score -6869838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6869848.500000 Penalty: 5214.034180
	Iteration 22Q: 3 clusters Score -6869848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -6869840.000000 Penalty: 5214.034180
	Iteration 23Q: 3 clusters Score -6869840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -6869850.500000 Penalty: 5214.034180
	Iteration 24Q: 3 clusters Score -6869850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -6869857.500000 Penalty: 5214.034180
	Iteration 25Q: 3 clusters Score -6869858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -6869848.000000 Penalty: 5214.034180
	Iteration 26Q: 3 clusters Score -6869848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -6869843.500000 Penalty: 5214.034180
	Iteration 27Q: 3 clusters Score -6869844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -6869839.500000 Penalty: 5214.034180
	Iteration 28Q: 3 clusters Score -6869840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34458 members 
Entering Unmasked Estep 
Score: -6869826.000000 Penalty: 5214.034180
	Iteration 29Q: 3 clusters Score -6869826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6869824.500000 Penalty: 5214.034180
	Iteration 30Q: 3 clusters Score -6869824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -6869823.500000 Penalty: 5214.034180
	Iteration 31Q: 3 clusters Score -6869824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6869824.500000 Penalty: 5214.034180
	Iteration 32Q: 3 clusters Score -6869824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -6869826.500000 Penalty: 5214.034180
	Iteration 33Q: 3 clusters Score -6869826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -6869833.000000 Penalty: 5214.034180
	Iteration 34Q: 3 clusters Score -6869833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -6869831.000000 Penalty: 5214.034180
	Iteration 35Q: 3 clusters Score -6869831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6869833.000000 Penalty: 5214.034180
	Iteration 36Q: 3 clusters Score -6869833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -6869827.000000 Penalty: 5214.034180
	Iteration 37Q: 3 clusters Score -6869827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -6869829.500000 Penalty: 5214.034180
	Iteration 38Q: 3 clusters Score -6869830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6869831.500000 Penalty: 5214.034180
	Iteration 39Q: 3 clusters Score -6869832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6869831.500000 Penalty: 5214.034180
	Iteration 40F: 3 clusters Score -6869832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59863.605469 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59863.61 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60212.546875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60212.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -60422.121094 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60422.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60485.386719 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60485.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -60512.960938 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60512.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60544.277344 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60544.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -60554.886719 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60554.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60555.527344 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60555.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60555.957031 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60555.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60556.554688 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60556.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60556.554688 Penalty: 3120.618408
	Iteration 10F: 3 clusters Score -60556.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Entering Unmasked Estep 
Score: -9862162.000000 Penalty: 2696.041992
	Iteration 0F: 2 clusters Score -9862162 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 26310 members 
Entering Unmasked Estep 
Score: -9830696.000000 Penalty: 5392.083984
	Iteration 0F: 3 clusters Score -9830696 nChanged 24345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9844090.000000 Penalty: 5392.083984
	Iteration 1F: 3 clusters Score -9844090 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9844580.000000 Penalty: 5392.083984
	Iteration 2Q: 3 clusters Score -9844580 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -9844960.000000 Penalty: 5392.083984
	Iteration 3Q: 3 clusters Score -9844960 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -9845387.000000 Penalty: 5392.083984
	Iteration 4Q: 3 clusters Score -9845387 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -9845749.000000 Penalty: 5392.083984
	Iteration 5Q: 3 clusters Score -9845749 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -9846064.000000 Penalty: 5392.083984
	Iteration 6Q: 3 clusters Score -9846064 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -9846538.000000 Penalty: 5392.083984
	Iteration 7Q: 3 clusters Score -9846538 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -9846942.000000 Penalty: 5392.083984
	Iteration 8Q: 3 clusters Score -9846942 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -9847522.000000 Penalty: 5392.083984
	Iteration 9Q: 3 clusters Score -9847522 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -9848216.000000 Penalty: 5392.083984
	Iteration 10Q: 3 clusters Score -9848216 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -9849201.000000 Penalty: 5392.083984
	Iteration 11Q: 3 clusters Score -9849201 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -9850515.000000 Penalty: 5392.083984
	Iteration 12Q: 3 clusters Score -9850515 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -9852255.000000 Penalty: 5392.083984
	Iteration 13Q: 3 clusters Score -9852255 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9854206.000000 Penalty: 5392.083984
	Iteration 14F: 3 clusters Score -9854206 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -9855915.000000 Penalty: 5392.083984
	Iteration 15Q: 3 clusters Score -9855915 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -9856982.000000 Penalty: 5392.083984
	Iteration 16Q: 3 clusters Score -9856982 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -9857624.000000 Penalty: 5392.083984
	Iteration 17Q: 3 clusters Score -9857624 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -9858351.000000 Penalty: 5392.083984
	Iteration 18Q: 3 clusters Score -9858351 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -9859168.000000 Penalty: 5392.083984
	Iteration 19Q: 3 clusters Score -9859168 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -9859892.000000 Penalty: 5392.083984
	Iteration 20F: 3 clusters Score -9859892 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -9860534.000000 Penalty: 5392.083984
	Iteration 21Q: 3 clusters Score -9860534 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -9861054.000000 Penalty: 5392.083984
	Iteration 22Q: 3 clusters Score -9861054 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -9861510.000000 Penalty: 5392.083984
	Iteration 23Q: 3 clusters Score -9861510 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -9861801.000000 Penalty: 5392.083984
	Iteration 24Q: 3 clusters Score -9861801 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9862022.000000 Penalty: 5392.083984
	Iteration 25Q: 3 clusters Score -9862022 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -9862200.000000 Penalty: 5392.083984
	Iteration 26Q: 3 clusters Score -9862200 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -9862335.000000 Penalty: 5392.083984
	Iteration 27Q: 3 clusters Score -9862335 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -9862410.000000 Penalty: 5392.083984
	Iteration 28Q: 3 clusters Score -9862410 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -9862436.000000 Penalty: 5392.083984
	Iteration 29Q: 3 clusters Score -9862436 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -9862478.000000 Penalty: 5392.083984
	Iteration 30Q: 3 clusters Score -9862478 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -9862512.000000 Penalty: 5392.083984
	Iteration 31Q: 3 clusters Score -9862512 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -9862489.000000 Penalty: 5392.083984
	Iteration 32Q: 3 clusters Score -9862489 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -9862517.000000 Penalty: 5392.083984
	Iteration 33Q: 3 clusters Score -9862517 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -9862545.000000 Penalty: 5392.083984
	Iteration 34Q: 3 clusters Score -9862545 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -9862526.000000 Penalty: 5392.083984
	Iteration 35Q: 3 clusters Score -9862526 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9862468.000000 Penalty: 5392.083984
	Iteration 36Q: 3 clusters Score -9862468 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -9862459.000000 Penalty: 5392.083984
	Iteration 37Q: 3 clusters Score -9862459 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -9862396.000000 Penalty: 5392.083984
	Iteration 38Q: 3 clusters Score -9862396 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -9862428.000000 Penalty: 5392.083984
	Iteration 39Q: 3 clusters Score -9862428 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -9862399.000000 Penalty: 5392.083984
	Iteration 40F: 3 clusters Score -9862399 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -9862330.000000 Penalty: 5392.083984
	Iteration 41Q: 3 clusters Score -9862330 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -9862296.000000 Penalty: 5392.083984
	Iteration 42Q: 3 clusters Score -9862296 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9862212.000000 Penalty: 5392.083984
	Iteration 43Q: 3 clusters Score -9862212 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -9862174.000000 Penalty: 5392.083984
	Iteration 44Q: 3 clusters Score -9862174 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -9862113.000000 Penalty: 5392.083984
	Iteration 45Q: 3 clusters Score -9862113 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -9862109.000000 Penalty: 5392.083984
	Iteration 46Q: 3 clusters Score -9862109 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -9862074.000000 Penalty: 5392.083984
	Iteration 47Q: 3 clusters Score -9862074 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -9862042.000000 Penalty: 5392.083984
	Iteration 48Q: 3 clusters Score -9862042 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -9861942.000000 Penalty: 5392.083984
	Iteration 49Q: 3 clusters Score -9861942 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -9861793.000000 Penalty: 5392.083984
	Iteration 50Q: 3 clusters Score -9861793 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -9861558.000000 Penalty: 5392.083984
	Iteration 51Q: 3 clusters Score -9861558 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -9861372.000000 Penalty: 5392.083984
	Iteration 52Q: 3 clusters Score -9861372 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -9861201.000000 Penalty: 5392.083984
	Iteration 53Q: 3 clusters Score -9861201 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -9860880.000000 Penalty: 5392.083984
	Iteration 54Q: 3 clusters Score -9860880 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -9860627.000000 Penalty: 5392.083984
	Iteration 55Q: 3 clusters Score -9860627 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -9860401.000000 Penalty: 5392.083984
	Iteration 56Q: 3 clusters Score -9860401 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -9860118.000000 Penalty: 5392.083984
	Iteration 57Q: 3 clusters Score -9860118 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9860132.000000 Penalty: 5392.083984
	Iteration 58Q: 3 clusters Score -9860132 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -9860207.000000 Penalty: 5392.083984
	Iteration 59Q: 3 clusters Score -9860207 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 49016 members 
Entering Unmasked Estep 
Score: -9860247.000000 Penalty: 5392.083984
	Iteration 60F: 3 clusters Score -9860247 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -9860208.000000 Penalty: 5392.083984
	Iteration 61Q: 3 clusters Score -9860208 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -9860254.000000 Penalty: 5392.083984
	Iteration 62Q: 3 clusters Score -9860254 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -9860248.000000 Penalty: 5392.083984
	Iteration 63Q: 3 clusters Score -9860248 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -9860274.000000 Penalty: 5392.083984
	Iteration 64Q: 3 clusters Score -9860274 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -9860249.000000 Penalty: 5392.083984
	Iteration 65Q: 3 clusters Score -9860249 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -9860280.000000 Penalty: 5392.083984
	Iteration 66Q: 3 clusters Score -9860280 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -9860285.000000 Penalty: 5392.083984
	Iteration 67Q: 3 clusters Score -9860285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9860274.000000 Penalty: 5392.083984
	Iteration 68Q: 3 clusters Score -9860274 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -9860303.000000 Penalty: 5392.083984
	Iteration 69Q: 3 clusters Score -9860303 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -9860315.000000 Penalty: 5392.083984
	Iteration 70Q: 3 clusters Score -9860315 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 51181 members 
Entering Unmasked Estep 
Score: -9860306.000000 Penalty: 5392.083984
	Iteration 71Q: 3 clusters Score -9860306 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9860322.000000 Penalty: 5392.083984
	Iteration 72Q: 3 clusters Score -9860322 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -9860323.000000 Penalty: 5392.083984
	Iteration 73Q: 3 clusters Score -9860323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 51386 members 
Entering Unmasked Estep 
Score: -9860312.000000 Penalty: 5392.083984
	Iteration 74Q: 3 clusters Score -9860312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -9860316.000000 Penalty: 5392.083984
	Iteration 75Q: 3 clusters Score -9860316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -9860336.000000 Penalty: 5392.083984
	Iteration 76Q: 3 clusters Score -9860336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -9860343.000000 Penalty: 5392.083984
	Iteration 77Q: 3 clusters Score -9860343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -9860330.000000 Penalty: 5392.083984
	Iteration 78Q: 3 clusters Score -9860330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 79Q: 3 clusters Score -9860351 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -9860328.000000 Penalty: 5392.083984
	Iteration 80F: 3 clusters Score -9860328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -9860334.000000 Penalty: 5392.083984
	Iteration 81Q: 3 clusters Score -9860334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -9860350.000000 Penalty: 5392.083984
	Iteration 82Q: 3 clusters Score -9860350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -9860357.000000 Penalty: 5392.083984
	Iteration 83Q: 3 clusters Score -9860357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 84Q: 3 clusters Score -9860351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9860349.000000 Penalty: 5392.083984
	Iteration 85Q: 3 clusters Score -9860349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -9860341.000000 Penalty: 5392.083984
	Iteration 86Q: 3 clusters Score -9860341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -9860341.000000 Penalty: 5392.083984
	Iteration 87Q: 3 clusters Score -9860341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -9860337.000000 Penalty: 5392.083984
	Iteration 88Q: 3 clusters Score -9860337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -9860326.000000 Penalty: 5392.083984
	Iteration 89Q: 3 clusters Score -9860326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -9860343.000000 Penalty: 5392.083984
	Iteration 90Q: 3 clusters Score -9860343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -9860329.000000 Penalty: 5392.083984
	Iteration 91Q: 3 clusters Score -9860329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -9860331.000000 Penalty: 5392.083984
	Iteration 92Q: 3 clusters Score -9860331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -9860330.000000 Penalty: 5392.083984
	Iteration 93Q: 3 clusters Score -9860330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -9860333.000000 Penalty: 5392.083984
	Iteration 94Q: 3 clusters Score -9860333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -9860333.000000 Penalty: 5392.083984
	Iteration 95Q: 3 clusters Score -9860333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51771 members 
Entering Unmasked Estep 
Score: -9860336.000000 Penalty: 5392.083984
	Iteration 96Q: 3 clusters Score -9860336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -9860339.000000 Penalty: 5392.083984
	Iteration 97Q: 3 clusters Score -9860339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -9860331.000000 Penalty: 5392.083984
	Iteration 98Q: 3 clusters Score -9860331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51785 members 
Entering Unmasked Estep 
Score: -9860332.000000 Penalty: 5392.083984
	Iteration 99Q: 3 clusters Score -9860332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -9860341.000000 Penalty: 5392.083984
	Iteration 100F: 3 clusters Score -9860341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -9860336.000000 Penalty: 5392.083984
	Iteration 101Q: 3 clusters Score -9860336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -9860338.000000 Penalty: 5392.083984
	Iteration 102Q: 3 clusters Score -9860338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 51800 members 
Entering Unmasked Estep 
Score: -9860331.000000 Penalty: 5392.083984
	Iteration 103Q: 3 clusters Score -9860331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51802 members 
Entering Unmasked Estep 
Score: -9860345.000000 Penalty: 5392.083984
	Iteration 104Q: 3 clusters Score -9860345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9860353.000000 Penalty: 5392.083984
	Iteration 105Q: 3 clusters Score -9860353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 51808 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 106Q: 3 clusters Score -9860351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -9860353.000000 Penalty: 5392.083984
	Iteration 107Q: 3 clusters Score -9860353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -9860350.000000 Penalty: 5392.083984
	Iteration 108Q: 3 clusters Score -9860350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 51816 members 
Entering Unmasked Estep 
Score: -9860346.000000 Penalty: 5392.083984
	Iteration 109Q: 3 clusters Score -9860346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -9860350.000000 Penalty: 5392.083984
	Iteration 110Q: 3 clusters Score -9860350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -9860350.000000 Penalty: 5392.083984
	Iteration 111Q: 3 clusters Score -9860350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 51821 members 
Entering Unmasked Estep 
Score: -9860355.000000 Penalty: 5392.083984
	Iteration 112Q: 3 clusters Score -9860355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 113Q: 3 clusters Score -9860351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -9860350.000000 Penalty: 5392.083984
	Iteration 114Q: 3 clusters Score -9860350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -9860353.000000 Penalty: 5392.083984
	Iteration 115Q: 3 clusters Score -9860353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 116Q: 3 clusters Score -9860351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9860351.000000 Penalty: 5392.083984
	Iteration 117F: 3 clusters Score -9860351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (39670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Entering Unmasked Estep 
Score: -7492116.000000 Penalty: 2625.910889
	Iteration 0F: 2 clusters Score -7492116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7465379.000000 Penalty: 5251.821777
	Iteration 0F: 3 clusters Score -7465379 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -7475059.500000 Penalty: 5251.821777
	Iteration 1F: 3 clusters Score -7475060 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -7475556.000000 Penalty: 5251.821777
	Iteration 2Q: 3 clusters Score -7475556 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -7475980.500000 Penalty: 5251.821777
	Iteration 3Q: 3 clusters Score -7475980 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -7476523.000000 Penalty: 5251.821777
	Iteration 4Q: 3 clusters Score -7476523 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -7477358.000000 Penalty: 5251.821777
	Iteration 5Q: 3 clusters Score -7477358 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -7478574.000000 Penalty: 5251.821777
	Iteration 6F: 3 clusters Score -7478574 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -7480492.000000 Penalty: 5251.821777
	Iteration 7F: 3 clusters Score -7480492 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -7483225.500000 Penalty: 5251.821777
	Iteration 8F: 3 clusters Score -7483226 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7486055.500000 Penalty: 5251.821777
	Iteration 9F: 3 clusters Score -7486056 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7488003.000000 Penalty: 5251.821777
	Iteration 10F: 3 clusters Score -7488003 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7489013.000000 Penalty: 5251.821777
	Iteration 11Q: 3 clusters Score -7489013 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7489460.000000 Penalty: 5251.821777
	Iteration 12Q: 3 clusters Score -7489460 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7489608.000000 Penalty: 5251.821777
	Iteration 13Q: 3 clusters Score -7489608 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -7489690.000000 Penalty: 5251.821777
	Iteration 14Q: 3 clusters Score -7489690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7489742.000000 Penalty: 5251.821777
	Iteration 15Q: 3 clusters Score -7489742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7489769.000000 Penalty: 5251.821777
	Iteration 16Q: 3 clusters Score -7489769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7489783.500000 Penalty: 5251.821777
	Iteration 17Q: 3 clusters Score -7489784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7489804.500000 Penalty: 5251.821777
	Iteration 18Q: 3 clusters Score -7489804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7489815.500000 Penalty: 5251.821777
	Iteration 19Q: 3 clusters Score -7489816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7489845.500000 Penalty: 5251.821777
	Iteration 20F: 3 clusters Score -7489846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7489860.500000 Penalty: 5251.821777
	Iteration 21Q: 3 clusters Score -7489860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7489878.000000 Penalty: 5251.821777
	Iteration 22Q: 3 clusters Score -7489878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7489886.000000 Penalty: 5251.821777
	Iteration 23Q: 3 clusters Score -7489886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7489891.000000 Penalty: 5251.821777
	Iteration 24Q: 3 clusters Score -7489891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7489889.500000 Penalty: 5251.821777
	Iteration 25Q: 3 clusters Score -7489890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7489889.500000 Penalty: 5251.821777
	Iteration 26F: 3 clusters Score -7489890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 22697 members 
Mstep: Class 5 contains 41886 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 53524 members 
Mstep: Class 10 contains 47176 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 30939 members 
Mstep: Class 13 contains 41689 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 4739 members 
Mstep: Class 16 contains 45819 members 
Mstep: Class 17 contains 48158 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40676 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 25865 members 
Mstep: Class 23 contains 47129 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22705 members 
Mstep: Class 26 contains 2051 members 
Mstep: Class 27 contains 34596 members 
Mstep: Class 28 contains 36760 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52635 members 
Mstep: Class 31 contains 39670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164256.000000 Penalty: 103966.859375
Iteration 239Q: 32 clusters Score -1.371643e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44512 members 
Mstep: Class 4 contains 22580 members 
Mstep: Class 5 contains 41900 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 53498 members 
Mstep: Class 10 contains 47085 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 30957 members 
Mstep: Class 13 contains 41669 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 4739 members 
Mstep: Class 16 contains 45770 members 
Mstep: Class 17 contains 48171 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40600 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 47089 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22704 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 34628 members 
Mstep: Class 28 contains 36814 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52610 members 
Mstep: Class 31 contains 39845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164304.000000 Penalty: 103966.859375
Iteration 240F: 32 clusters Score -1.371643e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44552 members 
Mstep: Class 4 contains 22439 members 
Mstep: Class 5 contains 41907 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 53469 members 
Mstep: Class 10 contains 47006 members 
Mstep: Class 11 contains 2433 members 
Mstep: Class 12 contains 30975 members 
Mstep: Class 13 contains 41627 members 
Mstep: Class 14 contains 4958 members 
Mstep: Class 15 contains 4734 members 
Mstep: Class 16 contains 45739 members 
Mstep: Class 17 contains 48165 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40511 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 47096 members 
Mstep: Class 24 contains 1202 members 
Mstep: Class 25 contains 22725 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 34658 members 
Mstep: Class 28 contains 36862 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52616 members 
Mstep: Class 31 contains 39951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164480.000000 Penalty: 103966.859375
Iteration 241Q: 32 clusters Score -1.371645e+08 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 22306 members 
Mstep: Class 5 contains 41882 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 53498 members 
Mstep: Class 10 contains 46921 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 31000 members 
Mstep: Class 13 contains 41620 members 
Mstep: Class 14 contains 4955 members 
Mstep: Class 15 contains 4734 members 
Mstep: Class 16 contains 45715 members 
Mstep: Class 17 contains 48130 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40419 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 47138 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22731 members 
Mstep: Class 26 contains 2054 members 
Mstep: Class 27 contains 34688 members 
Mstep: Class 28 contains 36920 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52613 members 
Mstep: Class 31 contains 40025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164640.000000 Penalty: 103966.859375
Iteration 242Q: 32 clusters Score -1.371646e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44556 members 
Mstep: Class 4 contains 22167 members 
Mstep: Class 5 contains 41900 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 53499 members 
Mstep: Class 10 contains 46904 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 31030 members 
Mstep: Class 13 contains 41612 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 4734 members 
Mstep: Class 16 contains 45688 members 
Mstep: Class 17 contains 48129 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40345 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25849 members 
Mstep: Class 23 contains 47221 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22745 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 34692 members 
Mstep: Class 28 contains 36967 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52581 members 
Mstep: Class 31 contains 40082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164800.000000 Penalty: 103966.859375
Iteration 243Q: 32 clusters Score -1.371648e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 22028 members 
Mstep: Class 5 contains 41898 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 53489 members 
Mstep: Class 10 contains 46952 members 
Mstep: Class 11 contains 2435 members 
Mstep: Class 12 contains 31053 members 
Mstep: Class 13 contains 41598 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 16 contains 45695 members 
Mstep: Class 17 contains 48094 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40292 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25837 members 
Mstep: Class 23 contains 47270 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22770 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 34691 members 
Mstep: Class 28 contains 37017 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52511 members 
Mstep: Class 31 contains 40150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164880.000000 Penalty: 103966.859375
Iteration 244Q: 32 clusters Score -1.371649e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44554 members 
Mstep: Class 4 contains 21873 members 
Mstep: Class 5 contains 41925 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 53467 members 
Mstep: Class 10 contains 47019 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 31075 members 
Mstep: Class 13 contains 41581 members 
Mstep: Class 14 contains 4939 members 
Mstep: Class 15 contains 4730 members 
Mstep: Class 16 contains 45731 members 
Mstep: Class 17 contains 48040 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40229 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 47334 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22825 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 34681 members 
Mstep: Class 28 contains 37087 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52441 members 
Mstep: Class 31 contains 40221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165152.000000 Penalty: 103966.859375
Iteration 245Q: 32 clusters Score -1.371652e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44551 members 
Mstep: Class 4 contains 21732 members 
Mstep: Class 5 contains 41919 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 53472 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 31085 members 
Mstep: Class 13 contains 41588 members 
Mstep: Class 14 contains 4934 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 16 contains 45803 members 
Mstep: Class 17 contains 47998 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40131 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 25824 members 
Mstep: Class 23 contains 47349 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22875 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 34692 members 
Mstep: Class 28 contains 37165 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52396 members 
Mstep: Class 31 contains 40285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164672.000000 Penalty: 103966.859375
Iteration 246Q: 32 clusters Score -1.371647e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44555 members 
Mstep: Class 4 contains 21604 members 
Mstep: Class 5 contains 41925 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 53513 members 
Mstep: Class 10 contains 47109 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 31099 members 
Mstep: Class 13 contains 41582 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 4731 members 
Mstep: Class 16 contains 45861 members 
Mstep: Class 17 contains 47936 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 40034 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25809 members 
Mstep: Class 23 contains 47387 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22879 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 34689 members 
Mstep: Class 28 contains 37248 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52370 members 
Mstep: Class 31 contains 40369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164640.000000 Penalty: 103966.859375
Iteration 247Q: 32 clusters Score -1.371646e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44549 members 
Mstep: Class 4 contains 21481 members 
Mstep: Class 5 contains 41951 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 53540 members 
Mstep: Class 10 contains 47200 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31110 members 
Mstep: Class 13 contains 41582 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 45929 members 
Mstep: Class 17 contains 47899 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39917 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25794 members 
Mstep: Class 23 contains 47391 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22861 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 34687 members 
Mstep: Class 28 contains 37330 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52385 members 
Mstep: Class 31 contains 40444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164128.000000 Penalty: 103966.859375
Iteration 248Q: 32 clusters Score -1.371641e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44551 members 
Mstep: Class 4 contains 21374 members 
Mstep: Class 5 contains 41982 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 53552 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31131 members 
Mstep: Class 13 contains 41589 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 4717 members 
Mstep: Class 16 contains 45989 members 
Mstep: Class 17 contains 47858 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39776 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25776 members 
Mstep: Class 23 contains 47361 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22866 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 34681 members 
Mstep: Class 28 contains 37421 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52425 members 
Mstep: Class 31 contains 40547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163984.000000 Penalty: 103966.859375
Iteration 249Q: 32 clusters Score -1.37164e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44539 members 
Mstep: Class 4 contains 21256 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 53582 members 
Mstep: Class 10 contains 47302 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 41579 members 
Mstep: Class 14 contains 4919 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 46005 members 
Mstep: Class 17 contains 47837 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39663 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25779 members 
Mstep: Class 23 contains 47340 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22881 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 34656 members 
Mstep: Class 28 contains 37493 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52419 members 
Mstep: Class 31 contains 40692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164336.000000 Penalty: 103966.859375
Iteration 250Q: 32 clusters Score -1.371643e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44510 members 
Mstep: Class 4 contains 21156 members 
Mstep: Class 5 contains 42051 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 53591 members 
Mstep: Class 10 contains 47310 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31153 members 
Mstep: Class 13 contains 41589 members 
Mstep: Class 14 contains 4917 members 
Mstep: Class 15 contains 4703 members 
Mstep: Class 16 contains 46034 members 
Mstep: Class 17 contains 47838 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39560 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25770 members 
Mstep: Class 23 contains 47309 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22908 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 34647 members 
Mstep: Class 28 contains 37555 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52408 members 
Mstep: Class 31 contains 40851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164064.000000 Penalty: 103966.859375
Iteration 251Q: 32 clusters Score -1.371641e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44508 members 
Mstep: Class 4 contains 21044 members 
Mstep: Class 5 contains 42067 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 53591 members 
Mstep: Class 10 contains 47321 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31155 members 
Mstep: Class 13 contains 41593 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 4699 members 
Mstep: Class 16 contains 46035 members 
Mstep: Class 17 contains 47822 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39462 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25772 members 
Mstep: Class 23 contains 47256 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22918 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 34650 members 
Mstep: Class 28 contains 37621 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52410 members 
Mstep: Class 31 contains 41014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164144.000000 Penalty: 103966.859375
Iteration 252Q: 32 clusters Score -1.371641e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44478 members 
Mstep: Class 4 contains 20916 members 
Mstep: Class 5 contains 42080 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 53569 members 
Mstep: Class 10 contains 47355 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31172 members 
Mstep: Class 13 contains 41603 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 4694 members 
Mstep: Class 16 contains 46053 members 
Mstep: Class 17 contains 47802 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39385 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25770 members 
Mstep: Class 23 contains 47238 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22918 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 34642 members 
Mstep: Class 28 contains 37697 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52418 members 
Mstep: Class 31 contains 41144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164080.000000 Penalty: 103966.859375
Iteration 253Q: 32 clusters Score -1.371641e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44455 members 
Mstep: Class 4 contains 20795 members 
Mstep: Class 5 contains 42096 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 53573 members 
Mstep: Class 10 contains 47369 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31182 members 
Mstep: Class 13 contains 41593 members 
Mstep: Class 14 contains 4912 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 46071 members 
Mstep: Class 17 contains 47785 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39300 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25755 members 
Mstep: Class 23 contains 47230 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22913 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 34633 members 
Mstep: Class 28 contains 37767 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52447 members 
Mstep: Class 31 contains 41256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164176.000000 Penalty: 103966.859375
Iteration 254Q: 32 clusters Score -1.371642e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44460 members 
Mstep: Class 4 contains 20656 members 
Mstep: Class 5 contains 42138 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 53555 members 
Mstep: Class 10 contains 47390 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31210 members 
Mstep: Class 13 contains 41581 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 46067 members 
Mstep: Class 17 contains 47752 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39190 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25744 members 
Mstep: Class 23 contains 47213 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22903 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 34626 members 
Mstep: Class 28 contains 37853 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52474 members 
Mstep: Class 31 contains 41387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164304.000000 Penalty: 103966.859375
Iteration 255Q: 32 clusters Score -1.371643e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44467 members 
Mstep: Class 4 contains 20526 members 
Mstep: Class 5 contains 42177 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 53516 members 
Mstep: Class 10 contains 47378 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31227 members 
Mstep: Class 13 contains 41559 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 46059 members 
Mstep: Class 17 contains 47726 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39113 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25735 members 
Mstep: Class 23 contains 47178 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22898 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 34600 members 
Mstep: Class 28 contains 37946 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52472 members 
Mstep: Class 31 contains 41558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164608.000000 Penalty: 103966.859375
Iteration 256Q: 32 clusters Score -1.371646e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 4 contains 20402 members 
Mstep: Class 5 contains 42225 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5552 members 
Mstep: Class 9 contains 53471 members 
Mstep: Class 10 contains 47356 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 31243 members 
Mstep: Class 13 contains 41545 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 46071 members 
Mstep: Class 17 contains 47687 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 39035 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25725 members 
Mstep: Class 23 contains 47139 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22916 members 
Mstep: Class 26 contains 2055 members 
Mstep: Class 27 contains 34584 members 
Mstep: Class 28 contains 38043 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52437 members 
Mstep: Class 31 contains 41706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164496.000000 Penalty: 103966.859375
Iteration 257Q: 32 clusters Score -1.371645e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44492 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 42264 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 53373 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 2442 members 
Mstep: Class 12 contains 31250 members 
Mstep: Class 13 contains 41541 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 4694 members 
Mstep: Class 16 contains 46093 members 
Mstep: Class 17 contains 47653 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38931 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 25723 members 
Mstep: Class 23 contains 47108 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22933 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 34571 members 
Mstep: Class 28 contains 38138 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52445 members 
Mstep: Class 31 contains 41853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164512.000000 Penalty: 103966.859375
Iteration 258Q: 32 clusters Score -1.371645e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44497 members 
Mstep: Class 4 contains 20193 members 
Mstep: Class 5 contains 42322 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 53303 members 
Mstep: Class 10 contains 47333 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 13 contains 41536 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 46118 members 
Mstep: Class 17 contains 47632 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38826 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25728 members 
Mstep: Class 23 contains 47115 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22950 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 34561 members 
Mstep: Class 28 contains 38225 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52404 members 
Mstep: Class 31 contains 41946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164720.000000 Penalty: 103966.859375
Iteration 259Q: 32 clusters Score -1.371647e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44503 members 
Mstep: Class 4 contains 20084 members 
Mstep: Class 5 contains 42386 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5559 members 
Mstep: Class 9 contains 53224 members 
Mstep: Class 10 contains 47318 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 31247 members 
Mstep: Class 13 contains 41523 members 
Mstep: Class 14 contains 4913 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 46119 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38741 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 25732 members 
Mstep: Class 23 contains 47127 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22949 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 34561 members 
Mstep: Class 28 contains 38292 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52329 members 
Mstep: Class 31 contains 42080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164832.000000 Penalty: 103966.859375
Iteration 260F: 32 clusters Score -1.371648e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44526 members 
Mstep: Class 4 contains 19986 members 
Mstep: Class 5 contains 42419 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 53089 members 
Mstep: Class 10 contains 47320 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 13 contains 41516 members 
Mstep: Class 14 contains 4909 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 46121 members 
Mstep: Class 17 contains 47689 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38660 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 25736 members 
Mstep: Class 23 contains 47141 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22948 members 
Mstep: Class 26 contains 2057 members 
Mstep: Class 27 contains 34562 members 
Mstep: Class 28 contains 38342 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52258 members 
Mstep: Class 31 contains 42225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164896.000000 Penalty: 103966.859375
Iteration 261Q: 32 clusters Score -1.371649e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44534 members 
Mstep: Class 4 contains 19868 members 
Mstep: Class 5 contains 42439 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 52968 members 
Mstep: Class 10 contains 47324 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 31265 members 
Mstep: Class 13 contains 41513 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 15 contains 4691 members 
Mstep: Class 16 contains 46147 members 
Mstep: Class 17 contains 47740 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38578 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 775 members 
Mstep: Class 22 contains 25740 members 
Mstep: Class 23 contains 47112 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22945 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 34561 members 
Mstep: Class 28 contains 38385 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 52120 members 
Mstep: Class 31 contains 42419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164672.000000 Penalty: 103966.859375
Iteration 262Q: 32 clusters Score -1.371647e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44560 members 
Mstep: Class 4 contains 19766 members 
Mstep: Class 5 contains 42473 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5573 members 
Mstep: Class 9 contains 52907 members 
Mstep: Class 10 contains 47344 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 31285 members 
Mstep: Class 13 contains 41506 members 
Mstep: Class 14 contains 4904 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 46187 members 
Mstep: Class 17 contains 47761 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38445 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25732 members 
Mstep: Class 23 contains 47007 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22957 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 34566 members 
Mstep: Class 28 contains 38454 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51986 members 
Mstep: Class 31 contains 42620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164832.000000 Penalty: 103966.859375
Iteration 263Q: 32 clusters Score -1.371648e+08 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44540 members 
Mstep: Class 4 contains 19654 members 
Mstep: Class 5 contains 42531 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5571 members 
Mstep: Class 9 contains 52873 members 
Mstep: Class 10 contains 47354 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31301 members 
Mstep: Class 13 contains 41490 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 4690 members 
Mstep: Class 16 contains 46251 members 
Mstep: Class 17 contains 47739 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38314 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25732 members 
Mstep: Class 23 contains 46981 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22962 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 34602 members 
Mstep: Class 28 contains 38531 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51805 members 
Mstep: Class 31 contains 42812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164896.000000 Penalty: 103966.859375
Iteration 264Q: 32 clusters Score -1.371649e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44507 members 
Mstep: Class 4 contains 19545 members 
Mstep: Class 5 contains 42605 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 52804 members 
Mstep: Class 10 contains 47317 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31327 members 
Mstep: Class 13 contains 41461 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 46298 members 
Mstep: Class 17 contains 47709 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38189 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25738 members 
Mstep: Class 23 contains 46905 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22967 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 34656 members 
Mstep: Class 28 contains 38605 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51633 members 
Mstep: Class 31 contains 43100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164896.000000 Penalty: 103966.859375
Iteration 265Q: 32 clusters Score -1.371649e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44474 members 
Mstep: Class 4 contains 19441 members 
Mstep: Class 5 contains 42661 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 52687 members 
Mstep: Class 10 contains 47270 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31348 members 
Mstep: Class 13 contains 41433 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 4688 members 
Mstep: Class 16 contains 46345 members 
Mstep: Class 17 contains 47688 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 38058 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25741 members 
Mstep: Class 23 contains 46906 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 22983 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 34712 members 
Mstep: Class 28 contains 38663 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51493 members 
Mstep: Class 31 contains 43368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164816.000000 Penalty: 103966.859375
Iteration 266Q: 32 clusters Score -1.371648e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44433 members 
Mstep: Class 4 contains 19333 members 
Mstep: Class 5 contains 42708 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5570 members 
Mstep: Class 9 contains 52565 members 
Mstep: Class 10 contains 47247 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31371 members 
Mstep: Class 13 contains 41399 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 4687 members 
Mstep: Class 16 contains 46370 members 
Mstep: Class 17 contains 47678 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37919 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25761 members 
Mstep: Class 23 contains 46946 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23021 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 34751 members 
Mstep: Class 28 contains 38718 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51351 members 
Mstep: Class 31 contains 43570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164576.000000 Penalty: 103966.859375
Iteration 267Q: 32 clusters Score -1.371646e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44376 members 
Mstep: Class 4 contains 19230 members 
Mstep: Class 5 contains 42796 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 52466 members 
Mstep: Class 10 contains 47283 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31390 members 
Mstep: Class 13 contains 41374 members 
Mstep: Class 14 contains 4887 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 46345 members 
Mstep: Class 17 contains 47629 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37745 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25783 members 
Mstep: Class 23 contains 47048 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23045 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 34788 members 
Mstep: Class 28 contains 38803 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51226 members 
Mstep: Class 31 contains 43753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164560.000000 Penalty: 103966.859375
Iteration 268Q: 32 clusters Score -1.371646e+08 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44331 members 
Mstep: Class 4 contains 19111 members 
Mstep: Class 5 contains 42887 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1050 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 52395 members 
Mstep: Class 10 contains 47368 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 31409 members 
Mstep: Class 13 contains 41336 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 4686 members 
Mstep: Class 16 contains 46363 members 
Mstep: Class 17 contains 47602 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37511 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25794 members 
Mstep: Class 23 contains 47107 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23084 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 34821 members 
Mstep: Class 28 contains 38893 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51124 members 
Mstep: Class 31 contains 43932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164496.000000 Penalty: 103966.859375
Iteration 269Q: 32 clusters Score -1.371645e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44301 members 
Mstep: Class 4 contains 19005 members 
Mstep: Class 5 contains 43006 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 52312 members 
Mstep: Class 10 contains 47452 members 
Mstep: Class 11 contains 2445 members 
Mstep: Class 12 contains 31427 members 
Mstep: Class 13 contains 41295 members 
Mstep: Class 14 contains 4886 members 
Mstep: Class 15 contains 4681 members 
Mstep: Class 16 contains 46419 members 
Mstep: Class 17 contains 47619 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 37269 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 776 members 
Mstep: Class 22 contains 25811 members 
Mstep: Class 23 contains 47041 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23114 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 34882 members 
Mstep: Class 28 contains 38962 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 51020 members 
Mstep: Class 31 contains 44177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164704.000000 Penalty: 103966.859375
Iteration 270Q: 32 clusters Score -1.371647e+08 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44268 members 
Mstep: Class 4 contains 18897 members 
Mstep: Class 5 contains 43099 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5581 members 
Mstep: Class 9 contains 52261 members 
Mstep: Class 10 contains 47552 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 31450 members 
Mstep: Class 13 contains 41279 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 4677 members 
Mstep: Class 16 contains 46461 members 
Mstep: Class 17 contains 47619 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36965 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 777 members 
Mstep: Class 22 contains 25820 members 
Mstep: Class 23 contains 46967 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23138 members 
Mstep: Class 26 contains 2069 members 
Mstep: Class 27 contains 34993 members 
Mstep: Class 28 contains 39047 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50923 members 
Mstep: Class 31 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164544.000000 Penalty: 103966.859375
Iteration 271Q: 32 clusters Score -1.371645e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46376 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44253 members 
Mstep: Class 4 contains 18794 members 
Mstep: Class 5 contains 43211 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52188 members 
Mstep: Class 10 contains 47659 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31460 members 
Mstep: Class 13 contains 41255 members 
Mstep: Class 14 contains 4884 members 
Mstep: Class 15 contains 4671 members 
Mstep: Class 16 contains 46457 members 
Mstep: Class 17 contains 47594 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36660 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25832 members 
Mstep: Class 23 contains 46946 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23171 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 35086 members 
Mstep: Class 28 contains 39125 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50834 members 
Mstep: Class 31 contains 44564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164208.000000 Penalty: 103966.859375
Iteration 272Q: 32 clusters Score -1.371642e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44251 members 
Mstep: Class 4 contains 18686 members 
Mstep: Class 5 contains 43294 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 52132 members 
Mstep: Class 10 contains 47738 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31482 members 
Mstep: Class 13 contains 41226 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 4667 members 
Mstep: Class 16 contains 46462 members 
Mstep: Class 17 contains 47569 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36368 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 46914 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23204 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 35174 members 
Mstep: Class 28 contains 39215 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50736 members 
Mstep: Class 31 contains 44812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164224.000000 Penalty: 103966.859375
Iteration 273Q: 32 clusters Score -1.371642e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44241 members 
Mstep: Class 4 contains 18588 members 
Mstep: Class 5 contains 43358 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 52078 members 
Mstep: Class 10 contains 47773 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31505 members 
Mstep: Class 13 contains 41207 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 4668 members 
Mstep: Class 16 contains 46454 members 
Mstep: Class 17 contains 47558 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 36019 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25847 members 
Mstep: Class 23 contains 46868 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23240 members 
Mstep: Class 26 contains 2069 members 
Mstep: Class 27 contains 35289 members 
Mstep: Class 28 contains 39308 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50711 members 
Mstep: Class 31 contains 45016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164128.000000 Penalty: 103966.859375
Iteration 274Q: 32 clusters Score -1.371641e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44206 members 
Mstep: Class 4 contains 18501 members 
Mstep: Class 5 contains 43426 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5598 members 
Mstep: Class 9 contains 52055 members 
Mstep: Class 10 contains 47773 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31531 members 
Mstep: Class 13 contains 41203 members 
Mstep: Class 14 contains 4881 members 
Mstep: Class 15 contains 4663 members 
Mstep: Class 16 contains 46450 members 
Mstep: Class 17 contains 47524 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35717 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 46843 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23265 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 35406 members 
Mstep: Class 28 contains 39402 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50712 members 
Mstep: Class 31 contains 45131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164592.000000 Penalty: 103966.859375
Iteration 275Q: 32 clusters Score -1.371646e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44182 members 
Mstep: Class 4 contains 18436 members 
Mstep: Class 5 contains 43512 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 52011 members 
Mstep: Class 10 contains 47763 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31550 members 
Mstep: Class 13 contains 41211 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 46454 members 
Mstep: Class 17 contains 47502 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35434 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 46812 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23305 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 35531 members 
Mstep: Class 28 contains 39506 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50695 members 
Mstep: Class 31 contains 45210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164672.000000 Penalty: 103966.859375
Iteration 276Q: 32 clusters Score -1.371647e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44168 members 
Mstep: Class 4 contains 18372 members 
Mstep: Class 5 contains 43570 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 51993 members 
Mstep: Class 10 contains 47699 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31563 members 
Mstep: Class 13 contains 41190 members 
Mstep: Class 14 contains 4868 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 16 contains 46485 members 
Mstep: Class 17 contains 47479 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 35160 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 46790 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23366 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 35668 members 
Mstep: Class 28 contains 39608 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50682 members 
Mstep: Class 31 contains 45262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164688.000000 Penalty: 103966.859375
Iteration 277Q: 32 clusters Score -1.371647e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44135 members 
Mstep: Class 4 contains 18305 members 
Mstep: Class 5 contains 43621 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 51958 members 
Mstep: Class 10 contains 47626 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31579 members 
Mstep: Class 13 contains 41173 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 16 contains 46517 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25881 members 
Mstep: Class 23 contains 46810 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23425 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 35784 members 
Mstep: Class 28 contains 39709 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50657 members 
Mstep: Class 31 contains 45303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164352.000000 Penalty: 103966.859375
Iteration 278Q: 32 clusters Score -1.371644e+08 nChanged 2703
Entering ConstructFrom: 
Score: -137164352.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (46756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Entering Unmasked Estep 
Score: -8781266.000000 Penalty: 2666.669189
	Iteration 0F: 2 clusters Score -8781266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8751170.000000 Penalty: 5333.338379
	Iteration 0F: 3 clusters Score -8751170 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8762802.000000 Penalty: 5333.338379
	Iteration 1F: 3 clusters Score -8762802 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8763268.000000 Penalty: 5333.338379
	Iteration 2Q: 3 clusters Score -8763268 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8763728.000000 Penalty: 5333.338379
	Iteration 3Q: 3 clusters Score -8763728 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -8764111.000000 Penalty: 5333.338379
	Iteration 4Q: 3 clusters Score -8764111 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -8764456.000000 Penalty: 5333.338379
	Iteration 5Q: 3 clusters Score -8764456 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8764783.000000 Penalty: 5333.338379
	Iteration 6Q: 3 clusters Score -8764783 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -8765112.000000 Penalty: 5333.338379
	Iteration 7Q: 3 clusters Score -8765112 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -8765434.000000 Penalty: 5333.338379
	Iteration 8Q: 3 clusters Score -8765434 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8765815.000000 Penalty: 5333.338379
	Iteration 9Q: 3 clusters Score -8765815 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -8766308.000000 Penalty: 5333.338379
	Iteration 10Q: 3 clusters Score -8766308 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -8766909.000000 Penalty: 5333.338379
	Iteration 11Q: 3 clusters Score -8766909 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -8767801.000000 Penalty: 5333.338379
	Iteration 12Q: 3 clusters Score -8767801 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -8769043.000000 Penalty: 5333.338379
	Iteration 13Q: 3 clusters Score -8769043 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8770481.000000 Penalty: 5333.338379
	Iteration 14Q: 3 clusters Score -8770481 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -8771680.000000 Penalty: 5333.338379
	Iteration 15Q: 3 clusters Score -8771680 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -8772401.000000 Penalty: 5333.338379
	Iteration 16Q: 3 clusters Score -8772401 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8772831.000000 Penalty: 5333.338379
	Iteration 17Q: 3 clusters Score -8772831 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8773090.000000 Penalty: 5333.338379
	Iteration 18Q: 3 clusters Score -8773090 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -8773342.000000 Penalty: 5333.338379
	Iteration 19Q: 3 clusters Score -8773342 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -8773614.000000 Penalty: 5333.338379
	Iteration 20F: 3 clusters Score -8773614 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8773839.000000 Penalty: 5333.338379
	Iteration 21Q: 3 clusters Score -8773839 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -8774107.000000 Penalty: 5333.338379
	Iteration 22Q: 3 clusters Score -8774107 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -8774393.000000 Penalty: 5333.338379
	Iteration 23Q: 3 clusters Score -8774393 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 31821 members 
Entering Unmasked Estep 
Score: -8774663.000000 Penalty: 5333.338379
	Iteration 24Q: 3 clusters Score -8774663 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -8774941.000000 Penalty: 5333.338379
	Iteration 25Q: 3 clusters Score -8774941 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -8775259.000000 Penalty: 5333.338379
	Iteration 26Q: 3 clusters Score -8775259 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -8775587.000000 Penalty: 5333.338379
	Iteration 27Q: 3 clusters Score -8775587 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -8775939.000000 Penalty: 5333.338379
	Iteration 28Q: 3 clusters Score -8775939 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8776249.000000 Penalty: 5333.338379
	Iteration 29Q: 3 clusters Score -8776249 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8776545.000000 Penalty: 5333.338379
	Iteration 30Q: 3 clusters Score -8776545 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8776822.000000 Penalty: 5333.338379
	Iteration 31Q: 3 clusters Score -8776822 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -8777046.000000 Penalty: 5333.338379
	Iteration 32Q: 3 clusters Score -8777046 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -8777226.000000 Penalty: 5333.338379
	Iteration 33Q: 3 clusters Score -8777226 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -8777389.000000 Penalty: 5333.338379
	Iteration 34Q: 3 clusters Score -8777389 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -8777552.000000 Penalty: 5333.338379
	Iteration 35Q: 3 clusters Score -8777552 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -8777663.000000 Penalty: 5333.338379
	Iteration 36Q: 3 clusters Score -8777663 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -8777757.000000 Penalty: 5333.338379
	Iteration 37Q: 3 clusters Score -8777757 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8777873.000000 Penalty: 5333.338379
	Iteration 38Q: 3 clusters Score -8777873 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -8778035.000000 Penalty: 5333.338379
	Iteration 39Q: 3 clusters Score -8778035 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -8778171.000000 Penalty: 5333.338379
	Iteration 40F: 3 clusters Score -8778171 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8778289.000000 Penalty: 5333.338379
	Iteration 41Q: 3 clusters Score -8778289 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8778346.000000 Penalty: 5333.338379
	Iteration 42Q: 3 clusters Score -8778346 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8778427.000000 Penalty: 5333.338379
	Iteration 43Q: 3 clusters Score -8778427 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8778486.000000 Penalty: 5333.338379
	Iteration 44Q: 3 clusters Score -8778486 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -8778488.000000 Penalty: 5333.338379
	Iteration 45Q: 3 clusters Score -8778488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8778554.000000 Penalty: 5333.338379
	Iteration 46Q: 3 clusters Score -8778554 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -8778594.000000 Penalty: 5333.338379
	Iteration 47Q: 3 clusters Score -8778594 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8778632.000000 Penalty: 5333.338379
	Iteration 48Q: 3 clusters Score -8778632 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8778679.000000 Penalty: 5333.338379
	Iteration 49Q: 3 clusters Score -8778679 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8778738.000000 Penalty: 5333.338379
	Iteration 50Q: 3 clusters Score -8778738 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8778794.000000 Penalty: 5333.338379
	Iteration 51Q: 3 clusters Score -8778794 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8778823.000000 Penalty: 5333.338379
	Iteration 52Q: 3 clusters Score -8778823 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8778882.000000 Penalty: 5333.338379
	Iteration 53Q: 3 clusters Score -8778882 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8778938.000000 Penalty: 5333.338379
	Iteration 54Q: 3 clusters Score -8778938 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8778985.000000 Penalty: 5333.338379
	Iteration 55Q: 3 clusters Score -8778985 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8779060.000000 Penalty: 5333.338379
	Iteration 56Q: 3 clusters Score -8779060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8779082.000000 Penalty: 5333.338379
	Iteration 57Q: 3 clusters Score -8779082 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8779149.000000 Penalty: 5333.338379
	Iteration 58Q: 3 clusters Score -8779149 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8779164.000000 Penalty: 5333.338379
	Iteration 59Q: 3 clusters Score -8779164 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8779160.000000 Penalty: 5333.338379
	Iteration 60F: 3 clusters Score -8779160 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -8779200.000000 Penalty: 5333.338379
	Iteration 61Q: 3 clusters Score -8779200 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8779215.000000 Penalty: 5333.338379
	Iteration 62Q: 3 clusters Score -8779215 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8779202.000000 Penalty: 5333.338379
	Iteration 63Q: 3 clusters Score -8779202 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -8779197.000000 Penalty: 5333.338379
	Iteration 64Q: 3 clusters Score -8779197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8779231.000000 Penalty: 5333.338379
	Iteration 65Q: 3 clusters Score -8779231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8779233.000000 Penalty: 5333.338379
	Iteration 66Q: 3 clusters Score -8779233 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8779227.000000 Penalty: 5333.338379
	Iteration 67Q: 3 clusters Score -8779227 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8779224.000000 Penalty: 5333.338379
	Iteration 68Q: 3 clusters Score -8779224 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44853 members 
Entering Unmasked Estep 
Score: -8779221.000000 Penalty: 5333.338379
	Iteration 69Q: 3 clusters Score -8779221 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 5333.338379
	Iteration 70Q: 3 clusters Score -8779238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8779226.000000 Penalty: 5333.338379
	Iteration 71Q: 3 clusters Score -8779226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8779251.000000 Penalty: 5333.338379
	Iteration 72Q: 3 clusters Score -8779251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8779256.000000 Penalty: 5333.338379
	Iteration 73Q: 3 clusters Score -8779256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -8779270.000000 Penalty: 5333.338379
	Iteration 74Q: 3 clusters Score -8779270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8779285.000000 Penalty: 5333.338379
	Iteration 75Q: 3 clusters Score -8779285 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -8779314.000000 Penalty: 5333.338379
	Iteration 76Q: 3 clusters Score -8779314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8779313.000000 Penalty: 5333.338379
	Iteration 77Q: 3 clusters Score -8779313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8779325.000000 Penalty: 5333.338379
	Iteration 78Q: 3 clusters Score -8779325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8779327.000000 Penalty: 5333.338379
	Iteration 79Q: 3 clusters Score -8779327 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8779337.000000 Penalty: 5333.338379
	Iteration 80F: 3 clusters Score -8779337 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8779338.000000 Penalty: 5333.338379
	Iteration 81Q: 3 clusters Score -8779338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8779337.000000 Penalty: 5333.338379
	Iteration 82Q: 3 clusters Score -8779337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8779350.000000 Penalty: 5333.338379
	Iteration 83Q: 3 clusters Score -8779350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8779351.000000 Penalty: 5333.338379
	Iteration 84Q: 3 clusters Score -8779351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8779349.000000 Penalty: 5333.338379
	Iteration 85Q: 3 clusters Score -8779349 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8779359.000000 Penalty: 5333.338379
	Iteration 86Q: 3 clusters Score -8779359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -8779346.000000 Penalty: 5333.338379
	Iteration 87Q: 3 clusters Score -8779346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8779344.000000 Penalty: 5333.338379
	Iteration 88Q: 3 clusters Score -8779344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8779345.000000 Penalty: 5333.338379
	Iteration 89Q: 3 clusters Score -8779345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8779355.000000 Penalty: 5333.338379
	Iteration 90Q: 3 clusters Score -8779355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8779353.000000 Penalty: 5333.338379
	Iteration 91Q: 3 clusters Score -8779353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8779359.000000 Penalty: 5333.338379
	Iteration 92Q: 3 clusters Score -8779359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8779355.000000 Penalty: 5333.338379
	Iteration 93Q: 3 clusters Score -8779355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8779355.000000 Penalty: 5333.338379
	Iteration 94Q: 3 clusters Score -8779355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -8779351.000000 Penalty: 5333.338379
	Iteration 95Q: 3 clusters Score -8779351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8779346.000000 Penalty: 5333.338379
	Iteration 96Q: 3 clusters Score -8779346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8779348.000000 Penalty: 5333.338379
	Iteration 97Q: 3 clusters Score -8779348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8779344.000000 Penalty: 5333.338379
	Iteration 98Q: 3 clusters Score -8779344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -8779348.000000 Penalty: 5333.338379
	Iteration 99Q: 3 clusters Score -8779348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8779349.000000 Penalty: 5333.338379
	Iteration 100F: 3 clusters Score -8779349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -8779350.000000 Penalty: 5333.338379
	Iteration 101Q: 3 clusters Score -8779350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8779344.000000 Penalty: 5333.338379
	Iteration 102Q: 3 clusters Score -8779344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8779343.000000 Penalty: 5333.338379
	Iteration 103Q: 3 clusters Score -8779343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8779345.000000 Penalty: 5333.338379
	Iteration 104Q: 3 clusters Score -8779345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8779345.000000 Penalty: 5333.338379
	Iteration 105Q: 3 clusters Score -8779345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8779353.000000 Penalty: 5333.338379
	Iteration 106Q: 3 clusters Score -8779353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -8779354.000000 Penalty: 5333.338379
	Iteration 107Q: 3 clusters Score -8779354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8779361.000000 Penalty: 5333.338379
	Iteration 108Q: 3 clusters Score -8779361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8779362.000000 Penalty: 5333.338379
	Iteration 109Q: 3 clusters Score -8779362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8779365.000000 Penalty: 5333.338379
	Iteration 110Q: 3 clusters Score -8779365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -8779358.000000 Penalty: 5333.338379
	Iteration 111Q: 3 clusters Score -8779358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -8779353.000000 Penalty: 5333.338379
	Iteration 112Q: 3 clusters Score -8779353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8779359.000000 Penalty: 5333.338379
	Iteration 113Q: 3 clusters Score -8779359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8779356.000000 Penalty: 5333.338379
	Iteration 114Q: 3 clusters Score -8779356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8779361.000000 Penalty: 5333.338379
	Iteration 115Q: 3 clusters Score -8779361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8779360.000000 Penalty: 5333.338379
	Iteration 116Q: 3 clusters Score -8779360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8779358.000000 Penalty: 5333.338379
	Iteration 117Q: 3 clusters Score -8779358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8779363.000000 Penalty: 5333.338379
	Iteration 118Q: 3 clusters Score -8779363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8779366.000000 Penalty: 5333.338379
	Iteration 119Q: 3 clusters Score -8779366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8779366.000000 Penalty: 5333.338379
	Iteration 120F: 3 clusters Score -8779366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66369.093750 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66369.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66536.273438 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66536.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66606.242188 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66606.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66636.617188 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66636.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66650.539062 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66650.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66670.562500 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66670.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66687.742188 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66687.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66721.953125 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66721.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66732.164062 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -66732.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66734.328125 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -66734.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66743.382812 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -66743.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66743.382812 Penalty: 2851.698975
	Iteration 11F: 3 clusters Score -66743.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Entering Unmasked Estep 
Score: -8230388.500000 Penalty: 2652.244141
	Iteration 0F: 2 clusters Score -8230388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -8200940.000000 Penalty: 5304.488281
	Iteration 0F: 3 clusters Score -8200940 nChanged 20245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -8212217.000000 Penalty: 5304.488281
	Iteration 1F: 3 clusters Score -8212217 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8212964.500000 Penalty: 5304.488281
	Iteration 2Q: 3 clusters Score -8212964 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -8213817.500000 Penalty: 5304.488281
	Iteration 3Q: 3 clusters Score -8213818 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8214892.000000 Penalty: 5304.488281
	Iteration 4Q: 3 clusters Score -8214892 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8216208.000000 Penalty: 5304.488281
	Iteration 5Q: 3 clusters Score -8216208 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -8217551.000000 Penalty: 5304.488281
	Iteration 6Q: 3 clusters Score -8217551 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8218949.500000 Penalty: 5304.488281
	Iteration 7F: 3 clusters Score -8218950 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -8220364.500000 Penalty: 5304.488281
	Iteration 8F: 3 clusters Score -8220364 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -8221885.500000 Penalty: 5304.488281
	Iteration 9F: 3 clusters Score -8221886 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8223286.500000 Penalty: 5304.488281
	Iteration 10F: 3 clusters Score -8223286 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8224349.500000 Penalty: 5304.488281
	Iteration 11Q: 3 clusters Score -8224350 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -8225066.000000 Penalty: 5304.488281
	Iteration 12Q: 3 clusters Score -8225066 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -8225595.500000 Penalty: 5304.488281
	Iteration 13Q: 3 clusters Score -8225596 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -8226064.000000 Penalty: 5304.488281
	Iteration 14Q: 3 clusters Score -8226064 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -8226380.000000 Penalty: 5304.488281
	Iteration 15Q: 3 clusters Score -8226380 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -8226732.500000 Penalty: 5304.488281
	Iteration 16Q: 3 clusters Score -8226732 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -8227075.500000 Penalty: 5304.488281
	Iteration 17Q: 3 clusters Score -8227076 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -8227336.000000 Penalty: 5304.488281
	Iteration 18Q: 3 clusters Score -8227336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -8227562.500000 Penalty: 5304.488281
	Iteration 19Q: 3 clusters Score -8227562 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -8227769.500000 Penalty: 5304.488281
	Iteration 20F: 3 clusters Score -8227770 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -8227959.000000 Penalty: 5304.488281
	Iteration 21Q: 3 clusters Score -8227959 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -8228175.500000 Penalty: 5304.488281
	Iteration 22Q: 3 clusters Score -8228176 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -8228317.000000 Penalty: 5304.488281
	Iteration 23Q: 3 clusters Score -8228317 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -8228470.000000 Penalty: 5304.488281
	Iteration 24Q: 3 clusters Score -8228470 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -8228566.500000 Penalty: 5304.488281
	Iteration 25Q: 3 clusters Score -8228566 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -8228726.000000 Penalty: 5304.488281
	Iteration 26Q: 3 clusters Score -8228726 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -8228896.000000 Penalty: 5304.488281
	Iteration 27Q: 3 clusters Score -8228896 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8229042.500000 Penalty: 5304.488281
	Iteration 28Q: 3 clusters Score -8229042 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8229105.500000 Penalty: 5304.488281
	Iteration 29Q: 3 clusters Score -8229106 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8229188.000000 Penalty: 5304.488281
	Iteration 30Q: 3 clusters Score -8229188 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -8229243.000000 Penalty: 5304.488281
	Iteration 31Q: 3 clusters Score -8229243 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -8229349.000000 Penalty: 5304.488281
	Iteration 32Q: 3 clusters Score -8229349 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8229383.000000 Penalty: 5304.488281
	Iteration 33Q: 3 clusters Score -8229383 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8229476.500000 Penalty: 5304.488281
	Iteration 34Q: 3 clusters Score -8229476 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8229528.000000 Penalty: 5304.488281
	Iteration 35Q: 3 clusters Score -8229528 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -8229550.500000 Penalty: 5304.488281
	Iteration 36Q: 3 clusters Score -8229550 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -8229598.000000 Penalty: 5304.488281
	Iteration 37Q: 3 clusters Score -8229598 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8229610.500000 Penalty: 5304.488281
	Iteration 38Q: 3 clusters Score -8229610 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8229642.000000 Penalty: 5304.488281
	Iteration 39Q: 3 clusters Score -8229642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -8229669.000000 Penalty: 5304.488281
	Iteration 40F: 3 clusters Score -8229669 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -8229717.000000 Penalty: 5304.488281
	Iteration 41Q: 3 clusters Score -8229717 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8229713.500000 Penalty: 5304.488281
	Iteration 42Q: 3 clusters Score -8229714 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -8229732.000000 Penalty: 5304.488281
	Iteration 43Q: 3 clusters Score -8229732 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8229751.000000 Penalty: 5304.488281
	Iteration 44Q: 3 clusters Score -8229751 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -8229769.500000 Penalty: 5304.488281
	Iteration 45Q: 3 clusters Score -8229770 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -8229793.000000 Penalty: 5304.488281
	Iteration 46Q: 3 clusters Score -8229793 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8229791.500000 Penalty: 5304.488281
	Iteration 47Q: 3 clusters Score -8229792 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8229810.500000 Penalty: 5304.488281
	Iteration 48Q: 3 clusters Score -8229810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8229836.500000 Penalty: 5304.488281
	Iteration 49Q: 3 clusters Score -8229836 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8229848.000000 Penalty: 5304.488281
	Iteration 50Q: 3 clusters Score -8229848 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8229843.000000 Penalty: 5304.488281
	Iteration 51Q: 3 clusters Score -8229843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8229867.500000 Penalty: 5304.488281
	Iteration 52Q: 3 clusters Score -8229868 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8229881.000000 Penalty: 5304.488281
	Iteration 53Q: 3 clusters Score -8229881 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -8229894.500000 Penalty: 5304.488281
	Iteration 54Q: 3 clusters Score -8229894 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8229899.000000 Penalty: 5304.488281
	Iteration 55Q: 3 clusters Score -8229899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8229894.500000 Penalty: 5304.488281
	Iteration 56Q: 3 clusters Score -8229894 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8229919.500000 Penalty: 5304.488281
	Iteration 57Q: 3 clusters Score -8229920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8229921.000000 Penalty: 5304.488281
	Iteration 58Q: 3 clusters Score -8229921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -8229919.000000 Penalty: 5304.488281
	Iteration 59Q: 3 clusters Score -8229919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8229906.000000 Penalty: 5304.488281
	Iteration 60F: 3 clusters Score -8229906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8229917.000000 Penalty: 5304.488281
	Iteration 61Q: 3 clusters Score -8229917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8229917.500000 Penalty: 5304.488281
	Iteration 62Q: 3 clusters Score -8229918 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8229913.500000 Penalty: 5304.488281
	Iteration 63Q: 3 clusters Score -8229914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8229917.500000 Penalty: 5304.488281
	Iteration 64Q: 3 clusters Score -8229918 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8229912.500000 Penalty: 5304.488281
	Iteration 65Q: 3 clusters Score -8229912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8229917.500000 Penalty: 5304.488281
	Iteration 66Q: 3 clusters Score -8229918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8229913.500000 Penalty: 5304.488281
	Iteration 67Q: 3 clusters Score -8229914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8229905.500000 Penalty: 5304.488281
	Iteration 68Q: 3 clusters Score -8229906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8229906.000000 Penalty: 5304.488281
	Iteration 69Q: 3 clusters Score -8229906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8229893.500000 Penalty: 5304.488281
	Iteration 70Q: 3 clusters Score -8229894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -8229903.500000 Penalty: 5304.488281
	Iteration 71Q: 3 clusters Score -8229904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8229896.500000 Penalty: 5304.488281
	Iteration 72Q: 3 clusters Score -8229896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8229907.000000 Penalty: 5304.488281
	Iteration 73Q: 3 clusters Score -8229907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8229895.500000 Penalty: 5304.488281
	Iteration 74Q: 3 clusters Score -8229896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8229897.500000 Penalty: 5304.488281
	Iteration 75Q: 3 clusters Score -8229898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8229888.000000 Penalty: 5304.488281
	Iteration 76Q: 3 clusters Score -8229888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -8229889.500000 Penalty: 5304.488281
	Iteration 77Q: 3 clusters Score -8229890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8229889.000000 Penalty: 5304.488281
	Iteration 78Q: 3 clusters Score -8229889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8229889.500000 Penalty: 5304.488281
	Iteration 79Q: 3 clusters Score -8229890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8229891.500000 Penalty: 5304.488281
	Iteration 80F: 3 clusters Score -8229892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8229893.500000 Penalty: 5304.488281
	Iteration 81Q: 3 clusters Score -8229894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8229893.500000 Penalty: 5304.488281
	Iteration 82F: 3 clusters Score -8229894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (18252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Entering Unmasked Estep 
Score: -3404107.750000 Penalty: 2433.383301
	Iteration 0F: 2 clusters Score -3404108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3391023.000000 Penalty: 4866.766602
	Iteration 0F: 3 clusters Score -3391023 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3395269.750000 Penalty: 4866.766602
	Iteration 1F: 3 clusters Score -3395270 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -3395658.750000 Penalty: 4866.766602
	Iteration 2F: 3 clusters Score -3395659 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3395968.000000 Penalty: 4866.766602
	Iteration 3Q: 3 clusters Score -3395968 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3396250.500000 Penalty: 4866.766602
	Iteration 4Q: 3 clusters Score -3396250 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3396518.500000 Penalty: 4866.766602
	Iteration 5Q: 3 clusters Score -3396518 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3396789.000000 Penalty: 4866.766602
	Iteration 6Q: 3 clusters Score -3396789 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -3397002.000000 Penalty: 4866.766602
	Iteration 7Q: 3 clusters Score -3397002 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3397242.500000 Penalty: 4866.766602
	Iteration 8Q: 3 clusters Score -3397242 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3397519.000000 Penalty: 4866.766602
	Iteration 9Q: 3 clusters Score -3397519 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3397881.750000 Penalty: 4866.766602
	Iteration 10Q: 3 clusters Score -3397882 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3398274.250000 Penalty: 4866.766602
	Iteration 11Q: 3 clusters Score -3398274 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3398678.250000 Penalty: 4866.766602
	Iteration 12Q: 3 clusters Score -3398678 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3399109.000000 Penalty: 4866.766602
	Iteration 13Q: 3 clusters Score -3399109 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3399552.500000 Penalty: 4866.766602
	Iteration 14Q: 3 clusters Score -3399552 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -3400022.000000 Penalty: 4866.766602
	Iteration 15Q: 3 clusters Score -3400022 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3400495.250000 Penalty: 4866.766602
	Iteration 16Q: 3 clusters Score -3400495 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3400883.750000 Penalty: 4866.766602
	Iteration 17Q: 3 clusters Score -3400884 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -3401134.750000 Penalty: 4866.766602
	Iteration 18Q: 3 clusters Score -3401135 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -3401349.250000 Penalty: 4866.766602
	Iteration 19Q: 3 clusters Score -3401349 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3401485.750000 Penalty: 4866.766602
	Iteration 20F: 3 clusters Score -3401486 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3401587.250000 Penalty: 4866.766602
	Iteration 21Q: 3 clusters Score -3401587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3401666.250000 Penalty: 4866.766602
	Iteration 22Q: 3 clusters Score -3401666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3401722.750000 Penalty: 4866.766602
	Iteration 23Q: 3 clusters Score -3401723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -3401756.500000 Penalty: 4866.766602
	Iteration 24Q: 3 clusters Score -3401756 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3401792.500000 Penalty: 4866.766602
	Iteration 25Q: 3 clusters Score -3401792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3401831.250000 Penalty: 4866.766602
	Iteration 26Q: 3 clusters Score -3401831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -3401861.000000 Penalty: 4866.766602
	Iteration 27Q: 3 clusters Score -3401861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -3401892.000000 Penalty: 4866.766602
	Iteration 28Q: 3 clusters Score -3401892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3401911.000000 Penalty: 4866.766602
	Iteration 29Q: 3 clusters Score -3401911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -3401923.250000 Penalty: 4866.766602
	Iteration 30Q: 3 clusters Score -3401923 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3401943.500000 Penalty: 4866.766602
	Iteration 31Q: 3 clusters Score -3401944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3401952.250000 Penalty: 4866.766602
	Iteration 32Q: 3 clusters Score -3401952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3401958.500000 Penalty: 4866.766602
	Iteration 33Q: 3 clusters Score -3401958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3401961.250000 Penalty: 4866.766602
	Iteration 34Q: 3 clusters Score -3401961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -3401960.250000 Penalty: 4866.766602
	Iteration 35Q: 3 clusters Score -3401960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3401964.500000 Penalty: 4866.766602
	Iteration 36Q: 3 clusters Score -3401964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3401967.000000 Penalty: 4866.766602
	Iteration 37Q: 3 clusters Score -3401967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3401967.750000 Penalty: 4866.766602
	Iteration 38Q: 3 clusters Score -3401968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -3401969.000000 Penalty: 4866.766602
	Iteration 39Q: 3 clusters Score -3401969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3401969.250000 Penalty: 4866.766602
	Iteration 40F: 3 clusters Score -3401969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3401974.500000 Penalty: 4866.766602
	Iteration 41Q: 3 clusters Score -3401974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3401974.500000 Penalty: 4866.766602
	Iteration 42F: 3 clusters Score -3401974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Entering Unmasked Estep 
Score: -8091201.500000 Penalty: 2649.553467
	Iteration 0F: 2 clusters Score -8091202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8061875.500000 Penalty: 5299.106934
	Iteration 0F: 3 clusters Score -8061876 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -8072850.000000 Penalty: 5299.106934
	Iteration 1F: 3 clusters Score -8072850 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -8073421.000000 Penalty: 5299.106934
	Iteration 2Q: 3 clusters Score -8073421 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -8074033.500000 Penalty: 5299.106934
	Iteration 3Q: 3 clusters Score -8074034 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -8074797.000000 Penalty: 5299.106934
	Iteration 4Q: 3 clusters Score -8074797 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -8075756.500000 Penalty: 5299.106934
	Iteration 5Q: 3 clusters Score -8075756 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -8077203.500000 Penalty: 5299.106934
	Iteration 6F: 3 clusters Score -8077204 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8079229.500000 Penalty: 5299.106934
	Iteration 7F: 3 clusters Score -8079230 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8081825.000000 Penalty: 5299.106934
	Iteration 8F: 3 clusters Score -8081825 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -8084503.000000 Penalty: 5299.106934
	Iteration 9F: 3 clusters Score -8084503 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8086554.500000 Penalty: 5299.106934
	Iteration 10Q: 3 clusters Score -8086554 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8087846.000000 Penalty: 5299.106934
	Iteration 11Q: 3 clusters Score -8087846 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8088563.000000 Penalty: 5299.106934
	Iteration 12Q: 3 clusters Score -8088563 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8088938.000000 Penalty: 5299.106934
	Iteration 13Q: 3 clusters Score -8088938 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8089157.000000 Penalty: 5299.106934
	Iteration 14Q: 3 clusters Score -8089157 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8089282.500000 Penalty: 5299.106934
	Iteration 15Q: 3 clusters Score -8089282 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8089364.500000 Penalty: 5299.106934
	Iteration 16Q: 3 clusters Score -8089364 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8089399.000000 Penalty: 5299.106934
	Iteration 17Q: 3 clusters Score -8089399 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8089442.000000 Penalty: 5299.106934
	Iteration 18Q: 3 clusters Score -8089442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8089477.000000 Penalty: 5299.106934
	Iteration 19Q: 3 clusters Score -8089477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8089505.500000 Penalty: 5299.106934
	Iteration 20F: 3 clusters Score -8089506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8089523.500000 Penalty: 5299.106934
	Iteration 21Q: 3 clusters Score -8089524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8089538.000000 Penalty: 5299.106934
	Iteration 22Q: 3 clusters Score -8089538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8089538.000000 Penalty: 5299.106934
	Iteration 23Q: 3 clusters Score -8089538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8089546.000000 Penalty: 5299.106934
	Iteration 24Q: 3 clusters Score -8089546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8089551.500000 Penalty: 5299.106934
	Iteration 25Q: 3 clusters Score -8089552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8089579.500000 Penalty: 5299.106934
	Iteration 26Q: 3 clusters Score -8089580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8089585.500000 Penalty: 5299.106934
	Iteration 27Q: 3 clusters Score -8089586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8089603.000000 Penalty: 5299.106934
	Iteration 28Q: 3 clusters Score -8089603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8089605.000000 Penalty: 5299.106934
	Iteration 29Q: 3 clusters Score -8089605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8089607.500000 Penalty: 5299.106934
	Iteration 30Q: 3 clusters Score -8089608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8089612.500000 Penalty: 5299.106934
	Iteration 31Q: 3 clusters Score -8089612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8089619.000000 Penalty: 5299.106934
	Iteration 32Q: 3 clusters Score -8089619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089631.500000 Penalty: 5299.106934
	Iteration 33Q: 3 clusters Score -8089632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8089635.000000 Penalty: 5299.106934
	Iteration 34Q: 3 clusters Score -8089635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089636.500000 Penalty: 5299.106934
	Iteration 35Q: 3 clusters Score -8089636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8089635.000000 Penalty: 5299.106934
	Iteration 36Q: 3 clusters Score -8089635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089630.000000 Penalty: 5299.106934
	Iteration 37Q: 3 clusters Score -8089630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8089639.000000 Penalty: 5299.106934
	Iteration 38Q: 3 clusters Score -8089639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089643.500000 Penalty: 5299.106934
	Iteration 39Q: 3 clusters Score -8089644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089651.500000 Penalty: 5299.106934
	Iteration 40F: 3 clusters Score -8089652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8089652.000000 Penalty: 5299.106934
	Iteration 41Q: 3 clusters Score -8089652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8089650.500000 Penalty: 5299.106934
	Iteration 42Q: 3 clusters Score -8089650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8089652.000000 Penalty: 5299.106934
	Iteration 43Q: 3 clusters Score -8089652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8089657.500000 Penalty: 5299.106934
	Iteration 44Q: 3 clusters Score -8089658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8089659.000000 Penalty: 5299.106934
	Iteration 45Q: 3 clusters Score -8089659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8089661.000000 Penalty: 5299.106934
	Iteration 46Q: 3 clusters Score -8089661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089668.500000 Penalty: 5299.106934
	Iteration 47Q: 3 clusters Score -8089668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089674.000000 Penalty: 5299.106934
	Iteration 48Q: 3 clusters Score -8089674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089668.500000 Penalty: 5299.106934
	Iteration 49Q: 3 clusters Score -8089668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8089666.500000 Penalty: 5299.106934
	Iteration 50Q: 3 clusters Score -8089666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8089667.500000 Penalty: 5299.106934
	Iteration 51Q: 3 clusters Score -8089668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8089676.000000 Penalty: 5299.106934
	Iteration 52Q: 3 clusters Score -8089676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8089669.000000 Penalty: 5299.106934
	Iteration 53Q: 3 clusters Score -8089669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8089676.000000 Penalty: 5299.106934
	Iteration 54Q: 3 clusters Score -8089676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8089670.000000 Penalty: 5299.106934
	Iteration 55Q: 3 clusters Score -8089670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8089668.500000 Penalty: 5299.106934
	Iteration 56Q: 3 clusters Score -8089668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8089678.500000 Penalty: 5299.106934
	Iteration 57Q: 3 clusters Score -8089678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8089679.500000 Penalty: 5299.106934
	Iteration 58Q: 3 clusters Score -8089680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8089680.500000 Penalty: 5299.106934
	Iteration 59Q: 3 clusters Score -8089680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8089692.500000 Penalty: 5299.106934
	Iteration 60F: 3 clusters Score -8089692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8089697.000000 Penalty: 5299.106934
	Iteration 61Q: 3 clusters Score -8089697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089697.500000 Penalty: 5299.106934
	Iteration 62Q: 3 clusters Score -8089698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8089697.500000 Penalty: 5299.106934
	Iteration 63F: 3 clusters Score -8089698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -92246.148438 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92246.15 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -92514.070312 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92514.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -92632.257812 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92632.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -92696.343750 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -92696.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92745.562500 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92745.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -92795.273438 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92795.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92803.554688 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92803.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92816.156250 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92816.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -92823.710938 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92823.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92842.359375 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -92842.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92846.625000 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -92846.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -92851.781250 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -92851.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -92865.289062 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -92865.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -92883.718750 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -92883.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -92892.546875 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -92892.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92895.539062 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -92895.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -92895.539062 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -92895.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -183306.093750 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -183306.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -181355.734375 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -181355.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181766.796875 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -181766.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -181983.093750 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -181983.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -182162.156250 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -182162.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -182259.796875 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -182259.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -182342.796875 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -182342.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -182421.156250 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -182421.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -182491.375000 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -182491.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182586.296875 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -182586.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182738.781250 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -182738.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182928.000000 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -182928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -183318.453125 Penalty: 3450.918701
	Iteration 11F: 3 clusters Score -183318.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -183719.046875 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -183719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -183856.984375 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -183857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -183869.406250 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -183869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -183869.406250 Penalty: 3450.918701
	Iteration 15F: 3 clusters Score -183869.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44114 members 
Mstep: Class 4 contains 18252 members 
Mstep: Class 5 contains 43638 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 51949 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31595 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 4852 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 46524 members 
Mstep: Class 17 contains 47430 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34695 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25895 members 
Mstep: Class 23 contains 46885 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23474 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 35879 members 
Mstep: Class 28 contains 39807 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50578 members 
Mstep: Class 31 contains 45314 members 
Mstep: Class 32 contains 505 members 
Entering Unmasked Estep 
Score: -137163232.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137164352.000000 to -137163232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Entering Unmasked Estep 
Score: -1047160.375000 Penalty: 2141.077148
	Iteration 0F: 2 clusters Score -1047160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1042255.750000 Penalty: 4282.154297
	Iteration 0F: 3 clusters Score -1042256 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1043462.312500 Penalty: 4282.154297
	Iteration 1F: 3 clusters Score -1043462 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1043674.437500 Penalty: 4282.154297
	Iteration 2F: 3 clusters Score -1043674 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1043782.562500 Penalty: 4282.154297
	Iteration 3Q: 3 clusters Score -1043783 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1043849.687500 Penalty: 4282.154297
	Iteration 4Q: 3 clusters Score -1043850 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1043906.062500 Penalty: 4282.154297
	Iteration 5Q: 3 clusters Score -1043906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1043948.687500 Penalty: 4282.154297
	Iteration 6Q: 3 clusters Score -1043949 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1043980.312500 Penalty: 4282.154297
	Iteration 7Q: 3 clusters Score -1043980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1044005.437500 Penalty: 4282.154297
	Iteration 8Q: 3 clusters Score -1044005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1044026.000000 Penalty: 4282.154297
	Iteration 9Q: 3 clusters Score -1044026 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1044043.375000 Penalty: 4282.154297
	Iteration 10Q: 3 clusters Score -1044043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1044055.875000 Penalty: 4282.154297
	Iteration 11Q: 3 clusters Score -1044056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1044064.312500 Penalty: 4282.154297
	Iteration 12Q: 3 clusters Score -1044064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1044074.812500 Penalty: 4282.154297
	Iteration 13Q: 3 clusters Score -1044075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1044085.500000 Penalty: 4282.154297
	Iteration 14Q: 3 clusters Score -1044086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1044097.125000 Penalty: 4282.154297
	Iteration 15Q: 3 clusters Score -1044097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1044107.625000 Penalty: 4282.154297
	Iteration 16Q: 3 clusters Score -1044108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1044116.937500 Penalty: 4282.154297
	Iteration 17Q: 3 clusters Score -1044117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1044124.062500 Penalty: 4282.154297
	Iteration 18Q: 3 clusters Score -1044124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1044136.437500 Penalty: 4282.154297
	Iteration 19Q: 3 clusters Score -1044136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1044146.187500 Penalty: 4282.154297
	Iteration 20F: 3 clusters Score -1044146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1044152.625000 Penalty: 4282.154297
	Iteration 21Q: 3 clusters Score -1044153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1044159.125000 Penalty: 4282.154297
	Iteration 22Q: 3 clusters Score -1044159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1044167.375000 Penalty: 4282.154297
	Iteration 23Q: 3 clusters Score -1044167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1044169.312500 Penalty: 4282.154297
	Iteration 24Q: 3 clusters Score -1044169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1044175.812500 Penalty: 4282.154297
	Iteration 25Q: 3 clusters Score -1044176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1044181.250000 Penalty: 4282.154297
	Iteration 26Q: 3 clusters Score -1044181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1044189.812500 Penalty: 4282.154297
	Iteration 27Q: 3 clusters Score -1044190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1044197.125000 Penalty: 4282.154297
	Iteration 28Q: 3 clusters Score -1044197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1044204.375000 Penalty: 4282.154297
	Iteration 29Q: 3 clusters Score -1044204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1044208.625000 Penalty: 4282.154297
	Iteration 30Q: 3 clusters Score -1044209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1044218.562500 Penalty: 4282.154297
	Iteration 31Q: 3 clusters Score -1044219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1044228.375000 Penalty: 4282.154297
	Iteration 32Q: 3 clusters Score -1044228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1044235.562500 Penalty: 4282.154297
	Iteration 33Q: 3 clusters Score -1044236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1044242.562500 Penalty: 4282.154297
	Iteration 34Q: 3 clusters Score -1044243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1044249.500000 Penalty: 4282.154297
	Iteration 35Q: 3 clusters Score -1044250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1044253.875000 Penalty: 4282.154297
	Iteration 36Q: 3 clusters Score -1044254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1044258.312500 Penalty: 4282.154297
	Iteration 37Q: 3 clusters Score -1044258 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1044266.500000 Penalty: 4282.154297
	Iteration 38Q: 3 clusters Score -1044266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1044268.812500 Penalty: 4282.154297
	Iteration 39Q: 3 clusters Score -1044269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1044275.062500 Penalty: 4282.154297
	Iteration 40F: 3 clusters Score -1044275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1044276.500000 Penalty: 4282.154297
	Iteration 41Q: 3 clusters Score -1044276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1044278.000000 Penalty: 4282.154297
	Iteration 42Q: 3 clusters Score -1044278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1044279.375000 Penalty: 4282.154297
	Iteration 43Q: 3 clusters Score -1044279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1044285.625000 Penalty: 4282.154297
	Iteration 44Q: 3 clusters Score -1044286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1044290.750000 Penalty: 4282.154297
	Iteration 45Q: 3 clusters Score -1044291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1044295.562500 Penalty: 4282.154297
	Iteration 46Q: 3 clusters Score -1044296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1044301.875000 Penalty: 4282.154297
	Iteration 47Q: 3 clusters Score -1044302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1044309.500000 Penalty: 4282.154297
	Iteration 48Q: 3 clusters Score -1044310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1044318.687500 Penalty: 4282.154297
	Iteration 49Q: 3 clusters Score -1044319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1044327.687500 Penalty: 4282.154297
	Iteration 50Q: 3 clusters Score -1044328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1044335.187500 Penalty: 4282.154297
	Iteration 51Q: 3 clusters Score -1044335 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1044349.250000 Penalty: 4282.154297
	Iteration 52Q: 3 clusters Score -1044349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1044360.187500 Penalty: 4282.154297
	Iteration 53Q: 3 clusters Score -1044360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1044374.375000 Penalty: 4282.154297
	Iteration 54Q: 3 clusters Score -1044374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1044389.062500 Penalty: 4282.154297
	Iteration 55Q: 3 clusters Score -1044389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1044405.562500 Penalty: 4282.154297
	Iteration 56Q: 3 clusters Score -1044406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1044419.812500 Penalty: 4282.154297
	Iteration 57Q: 3 clusters Score -1044420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1044438.750000 Penalty: 4282.154297
	Iteration 58Q: 3 clusters Score -1044439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1044455.937500 Penalty: 4282.154297
	Iteration 59Q: 3 clusters Score -1044456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1044472.187500 Penalty: 4282.154297
	Iteration 60F: 3 clusters Score -1044472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1044493.187500 Penalty: 4282.154297
	Iteration 61Q: 3 clusters Score -1044493 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1044521.062500 Penalty: 4282.154297
	Iteration 62Q: 3 clusters Score -1044521 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1044540.000000 Penalty: 4282.154297
	Iteration 63Q: 3 clusters Score -1044540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1044563.750000 Penalty: 4282.154297
	Iteration 64Q: 3 clusters Score -1044564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1044593.625000 Penalty: 4282.154297
	Iteration 65Q: 3 clusters Score -1044594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1044622.312500 Penalty: 4282.154297
	Iteration 66Q: 3 clusters Score -1044622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1044657.562500 Penalty: 4282.154297
	Iteration 67Q: 3 clusters Score -1044658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1044696.125000 Penalty: 4282.154297
	Iteration 68Q: 3 clusters Score -1044696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1044733.062500 Penalty: 4282.154297
	Iteration 69Q: 3 clusters Score -1044733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1044774.687500 Penalty: 4282.154297
	Iteration 70Q: 3 clusters Score -1044775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1044817.375000 Penalty: 4282.154297
	Iteration 71Q: 3 clusters Score -1044817 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1044855.250000 Penalty: 4282.154297
	Iteration 72Q: 3 clusters Score -1044855 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1044902.375000 Penalty: 4282.154297
	Iteration 73Q: 3 clusters Score -1044902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1044946.812500 Penalty: 4282.154297
	Iteration 74Q: 3 clusters Score -1044947 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1044990.437500 Penalty: 4282.154297
	Iteration 75Q: 3 clusters Score -1044990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1045025.437500 Penalty: 4282.154297
	Iteration 76Q: 3 clusters Score -1045025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1045054.750000 Penalty: 4282.154297
	Iteration 77Q: 3 clusters Score -1045055 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1045089.250000 Penalty: 4282.154297
	Iteration 78Q: 3 clusters Score -1045089 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1045118.812500 Penalty: 4282.154297
	Iteration 79Q: 3 clusters Score -1045119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1045138.500000 Penalty: 4282.154297
	Iteration 80F: 3 clusters Score -1045138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1045153.062500 Penalty: 4282.154297
	Iteration 81Q: 3 clusters Score -1045153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1045163.750000 Penalty: 4282.154297
	Iteration 82Q: 3 clusters Score -1045164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1045173.937500 Penalty: 4282.154297
	Iteration 83Q: 3 clusters Score -1045174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1045183.312500 Penalty: 4282.154297
	Iteration 84Q: 3 clusters Score -1045183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1045190.375000 Penalty: 4282.154297
	Iteration 85Q: 3 clusters Score -1045190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1045196.125000 Penalty: 4282.154297
	Iteration 86Q: 3 clusters Score -1045196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1045205.625000 Penalty: 4282.154297
	Iteration 87Q: 3 clusters Score -1045206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1045213.687500 Penalty: 4282.154297
	Iteration 88Q: 3 clusters Score -1045214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1045221.937500 Penalty: 4282.154297
	Iteration 89Q: 3 clusters Score -1045222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1045227.687500 Penalty: 4282.154297
	Iteration 90Q: 3 clusters Score -1045228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1045231.125000 Penalty: 4282.154297
	Iteration 91Q: 3 clusters Score -1045231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1045237.125000 Penalty: 4282.154297
	Iteration 92Q: 3 clusters Score -1045237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1045240.000000 Penalty: 4282.154297
	Iteration 93Q: 3 clusters Score -1045240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1045241.125000 Penalty: 4282.154297
	Iteration 94Q: 3 clusters Score -1045241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1045241.375000 Penalty: 4282.154297
	Iteration 95Q: 3 clusters Score -1045241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1045242.125000 Penalty: 4282.154297
	Iteration 96Q: 3 clusters Score -1045242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1045243.750000 Penalty: 4282.154297
	Iteration 97Q: 3 clusters Score -1045244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1045246.625000 Penalty: 4282.154297
	Iteration 98Q: 3 clusters Score -1045247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1045248.187500 Penalty: 4282.154297
	Iteration 99Q: 3 clusters Score -1045248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1045251.187500 Penalty: 4282.154297
	Iteration 100F: 3 clusters Score -1045251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1045252.187500 Penalty: 4282.154297
	Iteration 101Q: 3 clusters Score -1045252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1045254.875000 Penalty: 4282.154297
	Iteration 102Q: 3 clusters Score -1045255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1045256.875000 Penalty: 4282.154297
	Iteration 103Q: 3 clusters Score -1045257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1045261.187500 Penalty: 4282.154297
	Iteration 104Q: 3 clusters Score -1045261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1045264.312500 Penalty: 4282.154297
	Iteration 105Q: 3 clusters Score -1045264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1045267.000000 Penalty: 4282.154297
	Iteration 106Q: 3 clusters Score -1045267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1045267.750000 Penalty: 4282.154297
	Iteration 107Q: 3 clusters Score -1045268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1045272.062500 Penalty: 4282.154297
	Iteration 108Q: 3 clusters Score -1045272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1045273.687500 Penalty: 4282.154297
	Iteration 109Q: 3 clusters Score -1045274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1045277.375000 Penalty: 4282.154297
	Iteration 110Q: 3 clusters Score -1045277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1045277.625000 Penalty: 4282.154297
	Iteration 111Q: 3 clusters Score -1045278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1045277.750000 Penalty: 4282.154297
	Iteration 112Q: 3 clusters Score -1045278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1045277.750000 Penalty: 4282.154297
	Iteration 113F: 3 clusters Score -1045278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Entering Unmasked Estep 
Score: -9748086.000000 Penalty: 2692.788330
	Iteration 0F: 2 clusters Score -9748086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -9716374.000000 Penalty: 5385.576660
	Iteration 0F: 3 clusters Score -9716374 nChanged 23956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9729588.000000 Penalty: 5385.576660
	Iteration 1F: 3 clusters Score -9729588 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -9730099.000000 Penalty: 5385.576660
	Iteration 2Q: 3 clusters Score -9730099 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -9730652.000000 Penalty: 5385.576660
	Iteration 3Q: 3 clusters Score -9730652 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -9731204.000000 Penalty: 5385.576660
	Iteration 4Q: 3 clusters Score -9731204 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -9731670.000000 Penalty: 5385.576660
	Iteration 5Q: 3 clusters Score -9731670 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -9732520.000000 Penalty: 5385.576660
	Iteration 6Q: 3 clusters Score -9732520 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -9733779.000000 Penalty: 5385.576660
	Iteration 7Q: 3 clusters Score -9733779 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9735384.000000 Penalty: 5385.576660
	Iteration 8F: 3 clusters Score -9735384 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -9737278.000000 Penalty: 5385.576660
	Iteration 9F: 3 clusters Score -9737278 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9739231.000000 Penalty: 5385.576660
	Iteration 10F: 3 clusters Score -9739231 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -9740805.000000 Penalty: 5385.576660
	Iteration 11Q: 3 clusters Score -9740805 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -9741714.000000 Penalty: 5385.576660
	Iteration 12Q: 3 clusters Score -9741714 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -9742334.000000 Penalty: 5385.576660
	Iteration 13Q: 3 clusters Score -9742334 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -9742668.000000 Penalty: 5385.576660
	Iteration 14Q: 3 clusters Score -9742668 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -9743246.000000 Penalty: 5385.576660
	Iteration 15Q: 3 clusters Score -9743246 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -9743822.000000 Penalty: 5385.576660
	Iteration 16Q: 3 clusters Score -9743822 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -9744596.000000 Penalty: 5385.576660
	Iteration 17Q: 3 clusters Score -9744596 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -9745035.000000 Penalty: 5385.576660
	Iteration 18Q: 3 clusters Score -9745035 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9745253.000000 Penalty: 5385.576660
	Iteration 19Q: 3 clusters Score -9745253 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9745384.000000 Penalty: 5385.576660
	Iteration 20F: 3 clusters Score -9745384 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -9745549.000000 Penalty: 5385.576660
	Iteration 21Q: 3 clusters Score -9745549 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -9745609.000000 Penalty: 5385.576660
	Iteration 22Q: 3 clusters Score -9745609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51045 members 
Entering Unmasked Estep 
Score: -9745636.000000 Penalty: 5385.576660
	Iteration 23Q: 3 clusters Score -9745636 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -9745698.000000 Penalty: 5385.576660
	Iteration 24Q: 3 clusters Score -9745698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 51232 members 
Entering Unmasked Estep 
Score: -9745732.000000 Penalty: 5385.576660
	Iteration 25Q: 3 clusters Score -9745732 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -9745748.000000 Penalty: 5385.576660
	Iteration 26Q: 3 clusters Score -9745748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 51344 members 
Entering Unmasked Estep 
Score: -9745772.000000 Penalty: 5385.576660
	Iteration 27Q: 3 clusters Score -9745772 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -9745779.000000 Penalty: 5385.576660
	Iteration 28Q: 3 clusters Score -9745779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 51412 members 
Entering Unmasked Estep 
Score: -9745793.000000 Penalty: 5385.576660
	Iteration 29Q: 3 clusters Score -9745793 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -9745816.000000 Penalty: 5385.576660
	Iteration 30Q: 3 clusters Score -9745816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9745836.000000 Penalty: 5385.576660
	Iteration 31Q: 3 clusters Score -9745836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -9745839.000000 Penalty: 5385.576660
	Iteration 32Q: 3 clusters Score -9745839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -9745845.000000 Penalty: 5385.576660
	Iteration 33Q: 3 clusters Score -9745845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -9745864.000000 Penalty: 5385.576660
	Iteration 34Q: 3 clusters Score -9745864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -9745858.000000 Penalty: 5385.576660
	Iteration 35Q: 3 clusters Score -9745858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51488 members 
Entering Unmasked Estep 
Score: -9745861.000000 Penalty: 5385.576660
	Iteration 36Q: 3 clusters Score -9745861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -9745885.000000 Penalty: 5385.576660
	Iteration 37Q: 3 clusters Score -9745885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -9745875.000000 Penalty: 5385.576660
	Iteration 38Q: 3 clusters Score -9745875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -9745878.000000 Penalty: 5385.576660
	Iteration 39Q: 3 clusters Score -9745878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -9745875.000000 Penalty: 5385.576660
	Iteration 40F: 3 clusters Score -9745875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -9745872.000000 Penalty: 5385.576660
	Iteration 41Q: 3 clusters Score -9745872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -9745874.000000 Penalty: 5385.576660
	Iteration 42Q: 3 clusters Score -9745874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -9745871.000000 Penalty: 5385.576660
	Iteration 43Q: 3 clusters Score -9745871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 51511 members 
Entering Unmasked Estep 
Score: -9745876.000000 Penalty: 5385.576660
	Iteration 44Q: 3 clusters Score -9745876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9745872.000000 Penalty: 5385.576660
	Iteration 45Q: 3 clusters Score -9745872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -9745872.000000 Penalty: 5385.576660
	Iteration 46F: 3 clusters Score -9745872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Entering Unmasked Estep 
Score: -8964491.000000 Penalty: 2670.803467
	Iteration 0F: 2 clusters Score -8964491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8934071.000000 Penalty: 5341.606934
	Iteration 0F: 3 clusters Score -8934071 nChanged 21997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8946548.000000 Penalty: 5341.606934
	Iteration 1F: 3 clusters Score -8946548 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -8947631.000000 Penalty: 5341.606934
	Iteration 2F: 3 clusters Score -8947631 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -8948958.000000 Penalty: 5341.606934
	Iteration 3F: 3 clusters Score -8948958 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -8950855.000000 Penalty: 5341.606934
	Iteration 4F: 3 clusters Score -8950855 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8953595.000000 Penalty: 5341.606934
	Iteration 5F: 3 clusters Score -8953595 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8956763.000000 Penalty: 5341.606934
	Iteration 6F: 3 clusters Score -8956763 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8959572.000000 Penalty: 5341.606934
	Iteration 7F: 3 clusters Score -8959572 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8961142.000000 Penalty: 5341.606934
	Iteration 8Q: 3 clusters Score -8961142 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8961685.000000 Penalty: 5341.606934
	Iteration 9Q: 3 clusters Score -8961685 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8961945.000000 Penalty: 5341.606934
	Iteration 10Q: 3 clusters Score -8961945 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8962047.000000 Penalty: 5341.606934
	Iteration 11Q: 3 clusters Score -8962047 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8962110.000000 Penalty: 5341.606934
	Iteration 12Q: 3 clusters Score -8962110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8962174.000000 Penalty: 5341.606934
	Iteration 13Q: 3 clusters Score -8962174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8962183.000000 Penalty: 5341.606934
	Iteration 14Q: 3 clusters Score -8962183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8962193.000000 Penalty: 5341.606934
	Iteration 15Q: 3 clusters Score -8962193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8962204.000000 Penalty: 5341.606934
	Iteration 16Q: 3 clusters Score -8962204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8962201.000000 Penalty: 5341.606934
	Iteration 17Q: 3 clusters Score -8962201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8962198.000000 Penalty: 5341.606934
	Iteration 18Q: 3 clusters Score -8962198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8962203.000000 Penalty: 5341.606934
	Iteration 19Q: 3 clusters Score -8962203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8962203.000000 Penalty: 5341.606934
	Iteration 20F: 3 clusters Score -8962203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -426663.375000 Penalty: 1935.049316
	Iteration 0F: 2 clusters Score -426663.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -423754.187500 Penalty: 3870.098633
	Iteration 0F: 3 clusters Score -423754.2 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -424350.187500 Penalty: 3870.098633
	Iteration 1F: 3 clusters Score -424350.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -424605.937500 Penalty: 3870.098633
	Iteration 2F: 3 clusters Score -424605.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -424910.968750 Penalty: 3870.098633
	Iteration 3F: 3 clusters Score -424911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -425221.625000 Penalty: 3870.098633
	Iteration 4F: 3 clusters Score -425221.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -425442.625000 Penalty: 3870.098633
	Iteration 5F: 3 clusters Score -425442.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -425583.281250 Penalty: 3870.098633
	Iteration 6F: 3 clusters Score -425583.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -425662.656250 Penalty: 3870.098633
	Iteration 7Q: 3 clusters Score -425662.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -425724.593750 Penalty: 3870.098633
	Iteration 8Q: 3 clusters Score -425724.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -425773.000000 Penalty: 3870.098633
	Iteration 9Q: 3 clusters Score -425773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -425814.093750 Penalty: 3870.098633
	Iteration 10Q: 3 clusters Score -425814.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -425844.281250 Penalty: 3870.098633
	Iteration 11Q: 3 clusters Score -425844.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -425858.093750 Penalty: 3870.098633
	Iteration 12Q: 3 clusters Score -425858.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -425867.718750 Penalty: 3870.098633
	Iteration 13Q: 3 clusters Score -425867.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -425878.656250 Penalty: 3870.098633
	Iteration 14Q: 3 clusters Score -425878.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -425887.312500 Penalty: 3870.098633
	Iteration 15Q: 3 clusters Score -425887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -425891.593750 Penalty: 3870.098633
	Iteration 16Q: 3 clusters Score -425891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -425892.500000 Penalty: 3870.098633
	Iteration 17Q: 3 clusters Score -425892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -425893.156250 Penalty: 3870.098633
	Iteration 18Q: 3 clusters Score -425893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -425893.468750 Penalty: 3870.098633
	Iteration 19Q: 3 clusters Score -425893.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -425893.875000 Penalty: 3870.098633
	Iteration 20F: 3 clusters Score -425893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -425895.562500 Penalty: 3870.098633
	Iteration 21Q: 3 clusters Score -425895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -425896.843750 Penalty: 3870.098633
	Iteration 22Q: 3 clusters Score -425896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -425897.687500 Penalty: 3870.098633
	Iteration 23Q: 3 clusters Score -425897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -425897.812500 Penalty: 3870.098633
	Iteration 24Q: 3 clusters Score -425897.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -425898.812500 Penalty: 3870.098633
	Iteration 25Q: 3 clusters Score -425898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -425899.562500 Penalty: 3870.098633
	Iteration 26Q: 3 clusters Score -425899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -425899.562500 Penalty: 3870.098633
	Iteration 27F: 3 clusters Score -425899.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Entering Unmasked Estep 
Score: -5744664.000000 Penalty: 2569.467041
	Iteration 0F: 2 clusters Score -5744664 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 15792 members 
Entering Unmasked Estep 
Score: -5723033.000000 Penalty: 5138.934082
	Iteration 0F: 3 clusters Score -5723033 nChanged 14318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -5730791.500000 Penalty: 5138.934082
	Iteration 1F: 3 clusters Score -5730792 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -5731231.000000 Penalty: 5138.934082
	Iteration 2Q: 3 clusters Score -5731231 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -5731528.000000 Penalty: 5138.934082
	Iteration 3Q: 3 clusters Score -5731528 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5731765.500000 Penalty: 5138.934082
	Iteration 4Q: 3 clusters Score -5731766 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -5731932.500000 Penalty: 5138.934082
	Iteration 5Q: 3 clusters Score -5731932 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5732050.500000 Penalty: 5138.934082
	Iteration 6Q: 3 clusters Score -5732050 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -5732235.000000 Penalty: 5138.934082
	Iteration 7Q: 3 clusters Score -5732235 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -5732346.500000 Penalty: 5138.934082
	Iteration 8Q: 3 clusters Score -5732346 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5732476.000000 Penalty: 5138.934082
	Iteration 9Q: 3 clusters Score -5732476 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -5732627.500000 Penalty: 5138.934082
	Iteration 10Q: 3 clusters Score -5732628 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -5732740.500000 Penalty: 5138.934082
	Iteration 11Q: 3 clusters Score -5732740 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5732886.000000 Penalty: 5138.934082
	Iteration 12Q: 3 clusters Score -5732886 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -5733040.000000 Penalty: 5138.934082
	Iteration 13Q: 3 clusters Score -5733040 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -5733188.500000 Penalty: 5138.934082
	Iteration 14Q: 3 clusters Score -5733188 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5733450.500000 Penalty: 5138.934082
	Iteration 15Q: 3 clusters Score -5733450 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5733695.000000 Penalty: 5138.934082
	Iteration 16Q: 3 clusters Score -5733695 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5734019.000000 Penalty: 5138.934082
	Iteration 17Q: 3 clusters Score -5734019 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -5734451.000000 Penalty: 5138.934082
	Iteration 18Q: 3 clusters Score -5734451 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -5734936.500000 Penalty: 5138.934082
	Iteration 19Q: 3 clusters Score -5734936 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5735597.000000 Penalty: 5138.934082
	Iteration 20F: 3 clusters Score -5735597 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5736248.000000 Penalty: 5138.934082
	Iteration 21Q: 3 clusters Score -5736248 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -5736690.000000 Penalty: 5138.934082
	Iteration 22Q: 3 clusters Score -5736690 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -5737002.500000 Penalty: 5138.934082
	Iteration 23Q: 3 clusters Score -5737002 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -5737147.000000 Penalty: 5138.934082
	Iteration 24Q: 3 clusters Score -5737147 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -5737257.500000 Penalty: 5138.934082
	Iteration 25Q: 3 clusters Score -5737258 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -5737321.500000 Penalty: 5138.934082
	Iteration 26Q: 3 clusters Score -5737322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -5737371.500000 Penalty: 5138.934082
	Iteration 27Q: 3 clusters Score -5737372 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -5737463.500000 Penalty: 5138.934082
	Iteration 28Q: 3 clusters Score -5737464 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -5737550.500000 Penalty: 5138.934082
	Iteration 29Q: 3 clusters Score -5737550 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -5737654.000000 Penalty: 5138.934082
	Iteration 30Q: 3 clusters Score -5737654 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -5737731.500000 Penalty: 5138.934082
	Iteration 31Q: 3 clusters Score -5737732 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -5737848.500000 Penalty: 5138.934082
	Iteration 32Q: 3 clusters Score -5737848 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -5737989.500000 Penalty: 5138.934082
	Iteration 33Q: 3 clusters Score -5737990 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -5738150.500000 Penalty: 5138.934082
	Iteration 34Q: 3 clusters Score -5738150 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -5738348.000000 Penalty: 5138.934082
	Iteration 35Q: 3 clusters Score -5738348 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5738568.500000 Penalty: 5138.934082
	Iteration 36Q: 3 clusters Score -5738568 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -5738820.000000 Penalty: 5138.934082
	Iteration 37Q: 3 clusters Score -5738820 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -5739056.000000 Penalty: 5138.934082
	Iteration 38Q: 3 clusters Score -5739056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -5739343.500000 Penalty: 5138.934082
	Iteration 39Q: 3 clusters Score -5739344 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5739659.000000 Penalty: 5138.934082
	Iteration 40F: 3 clusters Score -5739659 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5740045.000000 Penalty: 5138.934082
	Iteration 41Q: 3 clusters Score -5740045 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -5740475.000000 Penalty: 5138.934082
	Iteration 42Q: 3 clusters Score -5740475 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -5740933.500000 Penalty: 5138.934082
	Iteration 43Q: 3 clusters Score -5740934 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5741418.500000 Penalty: 5138.934082
	Iteration 44Q: 3 clusters Score -5741418 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -5741824.000000 Penalty: 5138.934082
	Iteration 45Q: 3 clusters Score -5741824 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5742121.500000 Penalty: 5138.934082
	Iteration 46Q: 3 clusters Score -5742122 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -5742346.500000 Penalty: 5138.934082
	Iteration 47Q: 3 clusters Score -5742346 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5742468.000000 Penalty: 5138.934082
	Iteration 48Q: 3 clusters Score -5742468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5742569.000000 Penalty: 5138.934082
	Iteration 49Q: 3 clusters Score -5742569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5742622.500000 Penalty: 5138.934082
	Iteration 50Q: 3 clusters Score -5742622 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5742658.000000 Penalty: 5138.934082
	Iteration 51Q: 3 clusters Score -5742658 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5742699.500000 Penalty: 5138.934082
	Iteration 52Q: 3 clusters Score -5742700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -5742704.500000 Penalty: 5138.934082
	Iteration 53Q: 3 clusters Score -5742704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5742706.500000 Penalty: 5138.934082
	Iteration 54Q: 3 clusters Score -5742706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5742718.000000 Penalty: 5138.934082
	Iteration 55Q: 3 clusters Score -5742718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5742730.000000 Penalty: 5138.934082
	Iteration 56Q: 3 clusters Score -5742730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5742746.000000 Penalty: 5138.934082
	Iteration 57Q: 3 clusters Score -5742746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5742741.000000 Penalty: 5138.934082
	Iteration 58Q: 3 clusters Score -5742741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5742747.500000 Penalty: 5138.934082
	Iteration 59Q: 3 clusters Score -5742748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5742747.500000 Penalty: 5138.934082
	Iteration 60F: 3 clusters Score -5742748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5742747.500000 Penalty: 5138.934082
	Iteration 61Q: 3 clusters Score -5742748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5742756.500000 Penalty: 5138.934082
	Iteration 62Q: 3 clusters Score -5742756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5742749.000000 Penalty: 5138.934082
	Iteration 63Q: 3 clusters Score -5742749 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -5742755.500000 Penalty: 5138.934082
	Iteration 64Q: 3 clusters Score -5742756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5742760.500000 Penalty: 5138.934082
	Iteration 65Q: 3 clusters Score -5742760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5742761.000000 Penalty: 5138.934082
	Iteration 66Q: 3 clusters Score -5742761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5742771.500000 Penalty: 5138.934082
	Iteration 67Q: 3 clusters Score -5742772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5742773.000000 Penalty: 5138.934082
	Iteration 68Q: 3 clusters Score -5742773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5742775.500000 Penalty: 5138.934082
	Iteration 69Q: 3 clusters Score -5742776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5742776.500000 Penalty: 5138.934082
	Iteration 70Q: 3 clusters Score -5742776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5742779.000000 Penalty: 5138.934082
	Iteration 71Q: 3 clusters Score -5742779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5742779.000000 Penalty: 5138.934082
	Iteration 72F: 3 clusters Score -5742779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -7628520.000000 Penalty: 2635.103271
	Iteration 0F: 2 clusters Score -7628520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -7600879.000000 Penalty: 5270.206543
	Iteration 0F: 3 clusters Score -7600879 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7610950.000000 Penalty: 5270.206543
	Iteration 1F: 3 clusters Score -7610950 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -7611415.000000 Penalty: 5270.206543
	Iteration 2Q: 3 clusters Score -7611415 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7611787.000000 Penalty: 5270.206543
	Iteration 3Q: 3 clusters Score -7611787 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -7612087.000000 Penalty: 5270.206543
	Iteration 4Q: 3 clusters Score -7612087 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7612384.000000 Penalty: 5270.206543
	Iteration 5Q: 3 clusters Score -7612384 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -7612679.500000 Penalty: 5270.206543
	Iteration 6Q: 3 clusters Score -7612680 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -7612929.500000 Penalty: 5270.206543
	Iteration 7Q: 3 clusters Score -7612930 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -7613278.000000 Penalty: 5270.206543
	Iteration 8Q: 3 clusters Score -7613278 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -7613819.000000 Penalty: 5270.206543
	Iteration 9Q: 3 clusters Score -7613819 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -7614644.000000 Penalty: 5270.206543
	Iteration 10Q: 3 clusters Score -7614644 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -7615993.500000 Penalty: 5270.206543
	Iteration 11Q: 3 clusters Score -7615994 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -7617872.000000 Penalty: 5270.206543
	Iteration 12F: 3 clusters Score -7617872 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -7619877.000000 Penalty: 5270.206543
	Iteration 13F: 3 clusters Score -7619877 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7621290.500000 Penalty: 5270.206543
	Iteration 14F: 3 clusters Score -7621290 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -7622121.000000 Penalty: 5270.206543
	Iteration 15Q: 3 clusters Score -7622121 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -7622650.000000 Penalty: 5270.206543
	Iteration 16Q: 3 clusters Score -7622650 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -7623085.000000 Penalty: 5270.206543
	Iteration 17Q: 3 clusters Score -7623085 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -7623529.500000 Penalty: 5270.206543
	Iteration 18Q: 3 clusters Score -7623530 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -7624016.500000 Penalty: 5270.206543
	Iteration 19Q: 3 clusters Score -7624016 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -7624529.500000 Penalty: 5270.206543
	Iteration 20F: 3 clusters Score -7624530 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -7625159.500000 Penalty: 5270.206543
	Iteration 21Q: 3 clusters Score -7625160 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -7625637.500000 Penalty: 5270.206543
	Iteration 22Q: 3 clusters Score -7625638 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7625967.500000 Penalty: 5270.206543
	Iteration 23Q: 3 clusters Score -7625968 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -7626202.500000 Penalty: 5270.206543
	Iteration 24Q: 3 clusters Score -7626202 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -7626362.500000 Penalty: 5270.206543
	Iteration 25Q: 3 clusters Score -7626362 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -7626461.000000 Penalty: 5270.206543
	Iteration 26Q: 3 clusters Score -7626461 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -7626519.500000 Penalty: 5270.206543
	Iteration 27Q: 3 clusters Score -7626520 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -7626554.500000 Penalty: 5270.206543
	Iteration 28Q: 3 clusters Score -7626554 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -7626584.500000 Penalty: 5270.206543
	Iteration 29Q: 3 clusters Score -7626584 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -7626587.500000 Penalty: 5270.206543
	Iteration 30Q: 3 clusters Score -7626588 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -7626603.500000 Penalty: 5270.206543
	Iteration 31Q: 3 clusters Score -7626604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -7626643.500000 Penalty: 5270.206543
	Iteration 32Q: 3 clusters Score -7626644 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -7626687.000000 Penalty: 5270.206543
	Iteration 33Q: 3 clusters Score -7626687 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -7626706.000000 Penalty: 5270.206543
	Iteration 34Q: 3 clusters Score -7626706 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -7626717.500000 Penalty: 5270.206543
	Iteration 35Q: 3 clusters Score -7626718 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -7626704.000000 Penalty: 5270.206543
	Iteration 36Q: 3 clusters Score -7626704 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -7626722.000000 Penalty: 5270.206543
	Iteration 37Q: 3 clusters Score -7626722 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -7626744.000000 Penalty: 5270.206543
	Iteration 38Q: 3 clusters Score -7626744 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -7626760.000000 Penalty: 5270.206543
	Iteration 39Q: 3 clusters Score -7626760 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -7626790.500000 Penalty: 5270.206543
	Iteration 40F: 3 clusters Score -7626790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -7626769.500000 Penalty: 5270.206543
	Iteration 41Q: 3 clusters Score -7626770 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -7626803.000000 Penalty: 5270.206543
	Iteration 42Q: 3 clusters Score -7626803 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -7626791.000000 Penalty: 5270.206543
	Iteration 43Q: 3 clusters Score -7626791 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -7626800.500000 Penalty: 5270.206543
	Iteration 44Q: 3 clusters Score -7626800 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -7626805.000000 Penalty: 5270.206543
	Iteration 45Q: 3 clusters Score -7626805 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -7626808.500000 Penalty: 5270.206543
	Iteration 46Q: 3 clusters Score -7626808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -7626796.500000 Penalty: 5270.206543
	Iteration 47Q: 3 clusters Score -7626796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -7626804.000000 Penalty: 5270.206543
	Iteration 48Q: 3 clusters Score -7626804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -7626799.500000 Penalty: 5270.206543
	Iteration 49Q: 3 clusters Score -7626800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -7626821.000000 Penalty: 5270.206543
	Iteration 50Q: 3 clusters Score -7626821 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -7626814.000000 Penalty: 5270.206543
	Iteration 51Q: 3 clusters Score -7626814 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -7626806.500000 Penalty: 5270.206543
	Iteration 52Q: 3 clusters Score -7626806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -7626801.500000 Penalty: 5270.206543
	Iteration 53Q: 3 clusters Score -7626802 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -7626776.000000 Penalty: 5270.206543
	Iteration 54Q: 3 clusters Score -7626776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -7626775.000000 Penalty: 5270.206543
	Iteration 55Q: 3 clusters Score -7626775 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -7626781.500000 Penalty: 5270.206543
	Iteration 56Q: 3 clusters Score -7626782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -7626782.000000 Penalty: 5270.206543
	Iteration 57Q: 3 clusters Score -7626782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -7626779.500000 Penalty: 5270.206543
	Iteration 58Q: 3 clusters Score -7626780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -7626794.500000 Penalty: 5270.206543
	Iteration 59Q: 3 clusters Score -7626794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -7626756.500000 Penalty: 5270.206543
	Iteration 60F: 3 clusters Score -7626756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -7626750.500000 Penalty: 5270.206543
	Iteration 61Q: 3 clusters Score -7626750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -7626759.000000 Penalty: 5270.206543
	Iteration 62Q: 3 clusters Score -7626759 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7626742.000000 Penalty: 5270.206543
	Iteration 63Q: 3 clusters Score -7626742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -7626744.500000 Penalty: 5270.206543
	Iteration 64Q: 3 clusters Score -7626744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -7626751.000000 Penalty: 5270.206543
	Iteration 65Q: 3 clusters Score -7626751 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -7626747.000000 Penalty: 5270.206543
	Iteration 66Q: 3 clusters Score -7626747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7626752.000000 Penalty: 5270.206543
	Iteration 67Q: 3 clusters Score -7626752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -7626756.500000 Penalty: 5270.206543
	Iteration 68Q: 3 clusters Score -7626756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -7626758.000000 Penalty: 5270.206543
	Iteration 69Q: 3 clusters Score -7626758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -7626762.000000 Penalty: 5270.206543
	Iteration 70Q: 3 clusters Score -7626762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7626762.000000 Penalty: 5270.206543
	Iteration 71Q: 3 clusters Score -7626762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -7626771.000000 Penalty: 5270.206543
	Iteration 72Q: 3 clusters Score -7626771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7626777.500000 Penalty: 5270.206543
	Iteration 73Q: 3 clusters Score -7626778 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7626784.000000 Penalty: 5270.206543
	Iteration 74Q: 3 clusters Score -7626784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -7626774.000000 Penalty: 5270.206543
	Iteration 75Q: 3 clusters Score -7626774 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7626779.500000 Penalty: 5270.206543
	Iteration 76Q: 3 clusters Score -7626780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -7626778.000000 Penalty: 5270.206543
	Iteration 77Q: 3 clusters Score -7626778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7626774.000000 Penalty: 5270.206543
	Iteration 78Q: 3 clusters Score -7626774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7626780.000000 Penalty: 5270.206543
	Iteration 79Q: 3 clusters Score -7626780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -7626773.000000 Penalty: 5270.206543
	Iteration 80F: 3 clusters Score -7626773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -7626775.500000 Penalty: 5270.206543
	Iteration 81Q: 3 clusters Score -7626776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -7626754.000000 Penalty: 5270.206543
	Iteration 82Q: 3 clusters Score -7626754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -7626750.500000 Penalty: 5270.206543
	Iteration 83Q: 3 clusters Score -7626750 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -7626754.000000 Penalty: 5270.206543
	Iteration 84Q: 3 clusters Score -7626754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -7626762.000000 Penalty: 5270.206543
	Iteration 85Q: 3 clusters Score -7626762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7626744.000000 Penalty: 5270.206543
	Iteration 86Q: 3 clusters Score -7626744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7626747.000000 Penalty: 5270.206543
	Iteration 87Q: 3 clusters Score -7626747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7626750.500000 Penalty: 5270.206543
	Iteration 88Q: 3 clusters Score -7626750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -7626757.000000 Penalty: 5270.206543
	Iteration 89Q: 3 clusters Score -7626757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -7626737.500000 Penalty: 5270.206543
	Iteration 90Q: 3 clusters Score -7626738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -7626731.000000 Penalty: 5270.206543
	Iteration 91Q: 3 clusters Score -7626731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -7626739.000000 Penalty: 5270.206543
	Iteration 92Q: 3 clusters Score -7626739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -7626733.500000 Penalty: 5270.206543
	Iteration 93Q: 3 clusters Score -7626734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -7626739.000000 Penalty: 5270.206543
	Iteration 94Q: 3 clusters Score -7626739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35698 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -7626751.000000 Penalty: 5270.206543
	Iteration 95Q: 3 clusters Score -7626751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7626743.500000 Penalty: 5270.206543
	Iteration 96Q: 3 clusters Score -7626744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -7626762.500000 Penalty: 5270.206543
	Iteration 97Q: 3 clusters Score -7626762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -7626756.500000 Penalty: 5270.206543
	Iteration 98Q: 3 clusters Score -7626756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7626744.000000 Penalty: 5270.206543
	Iteration 99Q: 3 clusters Score -7626744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7626743.000000 Penalty: 5270.206543
	Iteration 100F: 3 clusters Score -7626743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -7626754.000000 Penalty: 5270.206543
	Iteration 101Q: 3 clusters Score -7626754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7626747.500000 Penalty: 5270.206543
	Iteration 102Q: 3 clusters Score -7626748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7626762.500000 Penalty: 5270.206543
	Iteration 103Q: 3 clusters Score -7626762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35969 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7626765.500000 Penalty: 5270.206543
	Iteration 104Q: 3 clusters Score -7626766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -7626761.000000 Penalty: 5270.206543
	Iteration 105Q: 3 clusters Score -7626761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -7626776.500000 Penalty: 5270.206543
	Iteration 106Q: 3 clusters Score -7626776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7626774.500000 Penalty: 5270.206543
	Iteration 107Q: 3 clusters Score -7626774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -7626764.000000 Penalty: 5270.206543
	Iteration 108Q: 3 clusters Score -7626764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7626757.500000 Penalty: 5270.206543
	Iteration 109Q: 3 clusters Score -7626758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7626762.500000 Penalty: 5270.206543
	Iteration 110Q: 3 clusters Score -7626762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -7626765.000000 Penalty: 5270.206543
	Iteration 111Q: 3 clusters Score -7626765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -7626757.000000 Penalty: 5270.206543
	Iteration 112Q: 3 clusters Score -7626757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -7626757.500000 Penalty: 5270.206543
	Iteration 113Q: 3 clusters Score -7626758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -7626765.000000 Penalty: 5270.206543
	Iteration 114Q: 3 clusters Score -7626765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -7626763.000000 Penalty: 5270.206543
	Iteration 115Q: 3 clusters Score -7626763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -7626762.000000 Penalty: 5270.206543
	Iteration 116Q: 3 clusters Score -7626762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -7626769.500000 Penalty: 5270.206543
	Iteration 117Q: 3 clusters Score -7626770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -7626771.000000 Penalty: 5270.206543
	Iteration 118Q: 3 clusters Score -7626771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7626768.000000 Penalty: 5270.206543
	Iteration 119Q: 3 clusters Score -7626768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7626770.500000 Penalty: 5270.206543
	Iteration 120F: 3 clusters Score -7626770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -7626767.500000 Penalty: 5270.206543
	Iteration 121Q: 3 clusters Score -7626768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -7626767.500000 Penalty: 5270.206543
	Iteration 122Q: 3 clusters Score -7626768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7626769.500000 Penalty: 5270.206543
	Iteration 123Q: 3 clusters Score -7626770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7626766.000000 Penalty: 5270.206543
	Iteration 124Q: 3 clusters Score -7626766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7626766.500000 Penalty: 5270.206543
	Iteration 125Q: 3 clusters Score -7626766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7626765.500000 Penalty: 5270.206543
	Iteration 126Q: 3 clusters Score -7626766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7626766.500000 Penalty: 5270.206543
	Iteration 127Q: 3 clusters Score -7626766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7626768.500000 Penalty: 5270.206543
	Iteration 128Q: 3 clusters Score -7626768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7626762.500000 Penalty: 5270.206543
	Iteration 129Q: 3 clusters Score -7626762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -7626764.000000 Penalty: 5270.206543
	Iteration 130Q: 3 clusters Score -7626764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -7626773.000000 Penalty: 5270.206543
	Iteration 131Q: 3 clusters Score -7626773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -7626776.000000 Penalty: 5270.206543
	Iteration 132Q: 3 clusters Score -7626776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -7626770.000000 Penalty: 5270.206543
	Iteration 133Q: 3 clusters Score -7626770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -7626768.500000 Penalty: 5270.206543
	Iteration 134Q: 3 clusters Score -7626768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7626765.500000 Penalty: 5270.206543
	Iteration 135Q: 3 clusters Score -7626766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7626757.500000 Penalty: 5270.206543
	Iteration 136Q: 3 clusters Score -7626758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -7626764.000000 Penalty: 5270.206543
	Iteration 137Q: 3 clusters Score -7626764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -7626762.000000 Penalty: 5270.206543
	Iteration 138Q: 3 clusters Score -7626762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7626765.000000 Penalty: 5270.206543
	Iteration 139Q: 3 clusters Score -7626765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -7626771.500000 Penalty: 5270.206543
	Iteration 140F: 3 clusters Score -7626772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -7626772.000000 Penalty: 5270.206543
	Iteration 141Q: 3 clusters Score -7626772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -7626772.500000 Penalty: 5270.206543
	Iteration 142Q: 3 clusters Score -7626772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -7626771.000000 Penalty: 5270.206543
	Iteration 143Q: 3 clusters Score -7626771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -7626781.500000 Penalty: 5270.206543
	Iteration 144Q: 3 clusters Score -7626782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -7626777.000000 Penalty: 5270.206543
	Iteration 145Q: 3 clusters Score -7626777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -7626781.000000 Penalty: 5270.206543
	Iteration 146Q: 3 clusters Score -7626781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7626772.000000 Penalty: 5270.206543
	Iteration 147Q: 3 clusters Score -7626772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7626770.000000 Penalty: 5270.206543
	Iteration 148Q: 3 clusters Score -7626770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -7626767.500000 Penalty: 5270.206543
	Iteration 149Q: 3 clusters Score -7626768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -7626767.500000 Penalty: 5270.206543
	Iteration 150F: 3 clusters Score -7626768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Entering Unmasked Estep 
Score: -896200.125000 Penalty: 2104.812256
	Iteration 0F: 2 clusters Score -896200.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -891844.250000 Penalty: 4209.624512
	Iteration 0F: 3 clusters Score -891844.2 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -892943.937500 Penalty: 4209.624512
	Iteration 1F: 3 clusters Score -892943.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -893167.437500 Penalty: 4209.624512
	Iteration 2F: 3 clusters Score -893167.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -893328.812500 Penalty: 4209.624512
	Iteration 3F: 3 clusters Score -893328.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -893479.750000 Penalty: 4209.624512
	Iteration 4Q: 3 clusters Score -893479.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -893637.750000 Penalty: 4209.624512
	Iteration 5Q: 3 clusters Score -893637.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -893822.812500 Penalty: 4209.624512
	Iteration 6Q: 3 clusters Score -893822.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -894071.375000 Penalty: 4209.624512
	Iteration 7F: 3 clusters Score -894071.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -894319.000000 Penalty: 4209.624512
	Iteration 8F: 3 clusters Score -894319 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -894553.000000 Penalty: 4209.624512
	Iteration 9F: 3 clusters Score -894553 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -894714.500000 Penalty: 4209.624512
	Iteration 10Q: 3 clusters Score -894714.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -894820.375000 Penalty: 4209.624512
	Iteration 11Q: 3 clusters Score -894820.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -894890.812500 Penalty: 4209.624512
	Iteration 12Q: 3 clusters Score -894890.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -894939.562500 Penalty: 4209.624512
	Iteration 13Q: 3 clusters Score -894939.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -894965.125000 Penalty: 4209.624512
	Iteration 14Q: 3 clusters Score -894965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -894988.437500 Penalty: 4209.624512
	Iteration 15Q: 3 clusters Score -894988.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -895005.125000 Penalty: 4209.624512
	Iteration 16Q: 3 clusters Score -895005.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -895013.937500 Penalty: 4209.624512
	Iteration 17Q: 3 clusters Score -895013.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -895021.250000 Penalty: 4209.624512
	Iteration 18Q: 3 clusters Score -895021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -895027.312500 Penalty: 4209.624512
	Iteration 19Q: 3 clusters Score -895027.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -895034.250000 Penalty: 4209.624512
	Iteration 20F: 3 clusters Score -895034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -895037.250000 Penalty: 4209.624512
	Iteration 21Q: 3 clusters Score -895037.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -895040.875000 Penalty: 4209.624512
	Iteration 22Q: 3 clusters Score -895040.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -895042.437500 Penalty: 4209.624512
	Iteration 23Q: 3 clusters Score -895042.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -895044.062500 Penalty: 4209.624512
	Iteration 24Q: 3 clusters Score -895044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -895047.125000 Penalty: 4209.624512
	Iteration 25Q: 3 clusters Score -895047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -895049.750000 Penalty: 4209.624512
	Iteration 26Q: 3 clusters Score -895049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -895051.187500 Penalty: 4209.624512
	Iteration 27Q: 3 clusters Score -895051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -895051.312500 Penalty: 4209.624512
	Iteration 28Q: 3 clusters Score -895051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -895051.312500 Penalty: 4209.624512
	Iteration 29F: 3 clusters Score -895051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -862260.750000 Penalty: 2094.052979
	Iteration 0F: 2 clusters Score -862260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -857996.875000 Penalty: 4188.105957
	Iteration 0F: 3 clusters Score -857996.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -859002.500000 Penalty: 4188.105957
	Iteration 1F: 3 clusters Score -859002.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -859200.250000 Penalty: 4188.105957
	Iteration 2F: 3 clusters Score -859200.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -859317.062500 Penalty: 4188.105957
	Iteration 3Q: 3 clusters Score -859317.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -859374.500000 Penalty: 4188.105957
	Iteration 4Q: 3 clusters Score -859374.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -859410.687500 Penalty: 4188.105957
	Iteration 5Q: 3 clusters Score -859410.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -859438.875000 Penalty: 4188.105957
	Iteration 6Q: 3 clusters Score -859438.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -859462.562500 Penalty: 4188.105957
	Iteration 7Q: 3 clusters Score -859462.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -859486.187500 Penalty: 4188.105957
	Iteration 8Q: 3 clusters Score -859486.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -859503.937500 Penalty: 4188.105957
	Iteration 9Q: 3 clusters Score -859503.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -859517.000000 Penalty: 4188.105957
	Iteration 10Q: 3 clusters Score -859517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -859528.750000 Penalty: 4188.105957
	Iteration 11Q: 3 clusters Score -859528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -859536.062500 Penalty: 4188.105957
	Iteration 12Q: 3 clusters Score -859536.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -859543.875000 Penalty: 4188.105957
	Iteration 13Q: 3 clusters Score -859543.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -859555.312500 Penalty: 4188.105957
	Iteration 14Q: 3 clusters Score -859555.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -859559.937500 Penalty: 4188.105957
	Iteration 15Q: 3 clusters Score -859559.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -859568.812500 Penalty: 4188.105957
	Iteration 16Q: 3 clusters Score -859568.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -859574.687500 Penalty: 4188.105957
	Iteration 17Q: 3 clusters Score -859574.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -859578.375000 Penalty: 4188.105957
	Iteration 18Q: 3 clusters Score -859578.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -859581.750000 Penalty: 4188.105957
	Iteration 19Q: 3 clusters Score -859581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -859586.312500 Penalty: 4188.105957
	Iteration 20F: 3 clusters Score -859586.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -859591.937500 Penalty: 4188.105957
	Iteration 21Q: 3 clusters Score -859591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -859597.187500 Penalty: 4188.105957
	Iteration 22Q: 3 clusters Score -859597.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -859598.312500 Penalty: 4188.105957
	Iteration 23Q: 3 clusters Score -859598.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -859600.625000 Penalty: 4188.105957
	Iteration 24Q: 3 clusters Score -859600.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -859610.000000 Penalty: 4188.105957
	Iteration 25Q: 3 clusters Score -859610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -859612.437500 Penalty: 4188.105957
	Iteration 26Q: 3 clusters Score -859612.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -859620.437500 Penalty: 4188.105957
	Iteration 27Q: 3 clusters Score -859620.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -859627.187500 Penalty: 4188.105957
	Iteration 28Q: 3 clusters Score -859627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -859632.500000 Penalty: 4188.105957
	Iteration 29Q: 3 clusters Score -859632.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -859634.687500 Penalty: 4188.105957
	Iteration 30Q: 3 clusters Score -859634.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -859637.937500 Penalty: 4188.105957
	Iteration 31Q: 3 clusters Score -859637.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -859640.375000 Penalty: 4188.105957
	Iteration 32Q: 3 clusters Score -859640.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -859642.500000 Penalty: 4188.105957
	Iteration 33Q: 3 clusters Score -859642.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -859646.062500 Penalty: 4188.105957
	Iteration 34Q: 3 clusters Score -859646.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -859648.062500 Penalty: 4188.105957
	Iteration 35Q: 3 clusters Score -859648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -859651.312500 Penalty: 4188.105957
	Iteration 36Q: 3 clusters Score -859651.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -859653.187500 Penalty: 4188.105957
	Iteration 37Q: 3 clusters Score -859653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -859655.750000 Penalty: 4188.105957
	Iteration 38Q: 3 clusters Score -859655.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -859655.437500 Penalty: 4188.105957
	Iteration 39Q: 3 clusters Score -859655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -859655.937500 Penalty: 4188.105957
	Iteration 40F: 3 clusters Score -859655.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -859655.562500 Penalty: 4188.105957
	Iteration 41Q: 3 clusters Score -859655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -859656.625000 Penalty: 4188.105957
	Iteration 42Q: 3 clusters Score -859656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -859657.375000 Penalty: 4188.105957
	Iteration 43Q: 3 clusters Score -859657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -859660.000000 Penalty: 4188.105957
	Iteration 44Q: 3 clusters Score -859660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -859661.250000 Penalty: 4188.105957
	Iteration 45Q: 3 clusters Score -859661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -859662.187500 Penalty: 4188.105957
	Iteration 46Q: 3 clusters Score -859662.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -859664.250000 Penalty: 4188.105957
	Iteration 47Q: 3 clusters Score -859664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -859664.812500 Penalty: 4188.105957
	Iteration 48Q: 3 clusters Score -859664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -859665.562500 Penalty: 4188.105957
	Iteration 49Q: 3 clusters Score -859665.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -859666.875000 Penalty: 4188.105957
	Iteration 50Q: 3 clusters Score -859666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -859668.312500 Penalty: 4188.105957
	Iteration 51Q: 3 clusters Score -859668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -859669.937500 Penalty: 4188.105957
	Iteration 52Q: 3 clusters Score -859669.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -859670.937500 Penalty: 4188.105957
	Iteration 53Q: 3 clusters Score -859670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -859671.750000 Penalty: 4188.105957
	Iteration 54Q: 3 clusters Score -859671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -859673.375000 Penalty: 4188.105957
	Iteration 55Q: 3 clusters Score -859673.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -859673.125000 Penalty: 4188.105957
	Iteration 56Q: 3 clusters Score -859673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -859675.687500 Penalty: 4188.105957
	Iteration 57Q: 3 clusters Score -859675.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -859677.937500 Penalty: 4188.105957
	Iteration 58Q: 3 clusters Score -859677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -859677.625000 Penalty: 4188.105957
	Iteration 59Q: 3 clusters Score -859677.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -859678.375000 Penalty: 4188.105957
	Iteration 60F: 3 clusters Score -859678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -859678.687500 Penalty: 4188.105957
	Iteration 61Q: 3 clusters Score -859678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -859678.500000 Penalty: 4188.105957
	Iteration 62Q: 3 clusters Score -859678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -859684.437500 Penalty: 4188.105957
	Iteration 63Q: 3 clusters Score -859684.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -859685.562500 Penalty: 4188.105957
	Iteration 64Q: 3 clusters Score -859685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -859692.000000 Penalty: 4188.105957
	Iteration 65Q: 3 clusters Score -859692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -859692.250000 Penalty: 4188.105957
	Iteration 66Q: 3 clusters Score -859692.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -859695.437500 Penalty: 4188.105957
	Iteration 67Q: 3 clusters Score -859695.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -859699.750000 Penalty: 4188.105957
	Iteration 68Q: 3 clusters Score -859699.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -859702.687500 Penalty: 4188.105957
	Iteration 69Q: 3 clusters Score -859702.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -859705.187500 Penalty: 4188.105957
	Iteration 70Q: 3 clusters Score -859705.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -859709.375000 Penalty: 4188.105957
	Iteration 71Q: 3 clusters Score -859709.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -859713.312500 Penalty: 4188.105957
	Iteration 72Q: 3 clusters Score -859713.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -859713.875000 Penalty: 4188.105957
	Iteration 73Q: 3 clusters Score -859713.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -859717.687500 Penalty: 4188.105957
	Iteration 74Q: 3 clusters Score -859717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -859719.750000 Penalty: 4188.105957
	Iteration 75Q: 3 clusters Score -859719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -859722.750000 Penalty: 4188.105957
	Iteration 76Q: 3 clusters Score -859722.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -859726.375000 Penalty: 4188.105957
	Iteration 77Q: 3 clusters Score -859726.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -859729.687500 Penalty: 4188.105957
	Iteration 78Q: 3 clusters Score -859729.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -859736.312500 Penalty: 4188.105957
	Iteration 79Q: 3 clusters Score -859736.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -859742.000000 Penalty: 4188.105957
	Iteration 80F: 3 clusters Score -859742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -859748.812500 Penalty: 4188.105957
	Iteration 81Q: 3 clusters Score -859748.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -859752.625000 Penalty: 4188.105957
	Iteration 82Q: 3 clusters Score -859752.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -859756.375000 Penalty: 4188.105957
	Iteration 83Q: 3 clusters Score -859756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -859759.062500 Penalty: 4188.105957
	Iteration 84Q: 3 clusters Score -859759.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -859764.375000 Penalty: 4188.105957
	Iteration 85Q: 3 clusters Score -859764.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -859768.375000 Penalty: 4188.105957
	Iteration 86Q: 3 clusters Score -859768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -859770.937500 Penalty: 4188.105957
	Iteration 87Q: 3 clusters Score -859770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -859776.125000 Penalty: 4188.105957
	Iteration 88Q: 3 clusters Score -859776.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -859780.187500 Penalty: 4188.105957
	Iteration 89Q: 3 clusters Score -859780.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -859787.500000 Penalty: 4188.105957
	Iteration 90Q: 3 clusters Score -859787.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -859793.000000 Penalty: 4188.105957
	Iteration 91Q: 3 clusters Score -859793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -859800.500000 Penalty: 4188.105957
	Iteration 92Q: 3 clusters Score -859800.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -859807.875000 Penalty: 4188.105957
	Iteration 93Q: 3 clusters Score -859807.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -859818.375000 Penalty: 4188.105957
	Iteration 94Q: 3 clusters Score -859818.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -859831.187500 Penalty: 4188.105957
	Iteration 95Q: 3 clusters Score -859831.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -859841.125000 Penalty: 4188.105957
	Iteration 96Q: 3 clusters Score -859841.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -859852.875000 Penalty: 4188.105957
	Iteration 97Q: 3 clusters Score -859852.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -859869.625000 Penalty: 4188.105957
	Iteration 98Q: 3 clusters Score -859869.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -859886.625000 Penalty: 4188.105957
	Iteration 99Q: 3 clusters Score -859886.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -859900.125000 Penalty: 4188.105957
	Iteration 100F: 3 clusters Score -859900.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -859922.375000 Penalty: 4188.105957
	Iteration 101Q: 3 clusters Score -859922.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -859941.750000 Penalty: 4188.105957
	Iteration 102Q: 3 clusters Score -859941.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -859971.187500 Penalty: 4188.105957
	Iteration 103Q: 3 clusters Score -859971.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -860003.500000 Penalty: 4188.105957
	Iteration 104Q: 3 clusters Score -860003.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -860033.437500 Penalty: 4188.105957
	Iteration 105Q: 3 clusters Score -860033.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -860065.187500 Penalty: 4188.105957
	Iteration 106Q: 3 clusters Score -860065.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -860101.875000 Penalty: 4188.105957
	Iteration 107Q: 3 clusters Score -860101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -860132.687500 Penalty: 4188.105957
	Iteration 108Q: 3 clusters Score -860132.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -860164.312500 Penalty: 4188.105957
	Iteration 109Q: 3 clusters Score -860164.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -860182.312500 Penalty: 4188.105957
	Iteration 110Q: 3 clusters Score -860182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -860203.250000 Penalty: 4188.105957
	Iteration 111Q: 3 clusters Score -860203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -860216.687500 Penalty: 4188.105957
	Iteration 112Q: 3 clusters Score -860216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -860224.062500 Penalty: 4188.105957
	Iteration 113Q: 3 clusters Score -860224.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -860228.062500 Penalty: 4188.105957
	Iteration 114Q: 3 clusters Score -860228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -860238.625000 Penalty: 4188.105957
	Iteration 115Q: 3 clusters Score -860238.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -860250.187500 Penalty: 4188.105957
	Iteration 116Q: 3 clusters Score -860250.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -860261.687500 Penalty: 4188.105957
	Iteration 117Q: 3 clusters Score -860261.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -860270.375000 Penalty: 4188.105957
	Iteration 118Q: 3 clusters Score -860270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -860278.000000 Penalty: 4188.105957
	Iteration 119Q: 3 clusters Score -860278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -860283.187500 Penalty: 4188.105957
	Iteration 120F: 3 clusters Score -860283.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -860293.625000 Penalty: 4188.105957
	Iteration 121Q: 3 clusters Score -860293.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -860302.937500 Penalty: 4188.105957
	Iteration 122Q: 3 clusters Score -860302.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -860308.750000 Penalty: 4188.105957
	Iteration 123Q: 3 clusters Score -860308.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -860317.125000 Penalty: 4188.105957
	Iteration 124Q: 3 clusters Score -860317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -860327.312500 Penalty: 4188.105957
	Iteration 125Q: 3 clusters Score -860327.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -860340.125000 Penalty: 4188.105957
	Iteration 126Q: 3 clusters Score -860340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -860352.687500 Penalty: 4188.105957
	Iteration 127Q: 3 clusters Score -860352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -860361.437500 Penalty: 4188.105957
	Iteration 128Q: 3 clusters Score -860361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -860366.812500 Penalty: 4188.105957
	Iteration 129Q: 3 clusters Score -860366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -860370.125000 Penalty: 4188.105957
	Iteration 130Q: 3 clusters Score -860370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -860376.250000 Penalty: 4188.105957
	Iteration 131Q: 3 clusters Score -860376.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -860380.312500 Penalty: 4188.105957
	Iteration 132Q: 3 clusters Score -860380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -860386.812500 Penalty: 4188.105957
	Iteration 133Q: 3 clusters Score -860386.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -860395.250000 Penalty: 4188.105957
	Iteration 134Q: 3 clusters Score -860395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -860404.187500 Penalty: 4188.105957
	Iteration 135Q: 3 clusters Score -860404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -860411.625000 Penalty: 4188.105957
	Iteration 136Q: 3 clusters Score -860411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -860416.187500 Penalty: 4188.105957
	Iteration 137Q: 3 clusters Score -860416.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -860417.937500 Penalty: 4188.105957
	Iteration 138Q: 3 clusters Score -860417.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -860417.937500 Penalty: 4188.105957
	Iteration 139F: 3 clusters Score -860417.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (46524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Entering Unmasked Estep 
Score: -8756213.000000 Penalty: 2665.435547
	Iteration 0F: 2 clusters Score -8756213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8725994.000000 Penalty: 5330.871094
	Iteration 0F: 3 clusters Score -8725994 nChanged 21375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8737650.000000 Penalty: 5330.871094
	Iteration 1F: 3 clusters Score -8737650 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8738300.000000 Penalty: 5330.871094
	Iteration 2Q: 3 clusters Score -8738300 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -8738817.000000 Penalty: 5330.871094
	Iteration 3Q: 3 clusters Score -8738817 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8739460.000000 Penalty: 5330.871094
	Iteration 4Q: 3 clusters Score -8739460 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -8740165.000000 Penalty: 5330.871094
	Iteration 5Q: 3 clusters Score -8740165 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -8741123.000000 Penalty: 5330.871094
	Iteration 6Q: 3 clusters Score -8741123 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -8742464.000000 Penalty: 5330.871094
	Iteration 7F: 3 clusters Score -8742464 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -8744272.000000 Penalty: 5330.871094
	Iteration 8F: 3 clusters Score -8744272 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -8746286.000000 Penalty: 5330.871094
	Iteration 9F: 3 clusters Score -8746286 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -8748284.000000 Penalty: 5330.871094
	Iteration 10F: 3 clusters Score -8748284 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -8749646.000000 Penalty: 5330.871094
	Iteration 11F: 3 clusters Score -8749646 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -8750392.000000 Penalty: 5330.871094
	Iteration 12Q: 3 clusters Score -8750392 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -8750901.000000 Penalty: 5330.871094
	Iteration 13Q: 3 clusters Score -8750901 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -8751271.000000 Penalty: 5330.871094
	Iteration 14Q: 3 clusters Score -8751271 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -8751508.000000 Penalty: 5330.871094
	Iteration 15Q: 3 clusters Score -8751508 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -8751733.000000 Penalty: 5330.871094
	Iteration 16Q: 3 clusters Score -8751733 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -8751907.000000 Penalty: 5330.871094
	Iteration 17Q: 3 clusters Score -8751907 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -8752063.000000 Penalty: 5330.871094
	Iteration 18Q: 3 clusters Score -8752063 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -8752134.000000 Penalty: 5330.871094
	Iteration 19Q: 3 clusters Score -8752134 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -8752258.000000 Penalty: 5330.871094
	Iteration 20F: 3 clusters Score -8752258 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -8752319.000000 Penalty: 5330.871094
	Iteration 21Q: 3 clusters Score -8752319 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -8752349.000000 Penalty: 5330.871094
	Iteration 22Q: 3 clusters Score -8752349 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -8752394.000000 Penalty: 5330.871094
	Iteration 23Q: 3 clusters Score -8752394 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -8752427.000000 Penalty: 5330.871094
	Iteration 24Q: 3 clusters Score -8752427 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -8752436.000000 Penalty: 5330.871094
	Iteration 25Q: 3 clusters Score -8752436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -8752443.000000 Penalty: 5330.871094
	Iteration 26Q: 3 clusters Score -8752443 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -8752450.000000 Penalty: 5330.871094
	Iteration 27Q: 3 clusters Score -8752450 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -8752480.000000 Penalty: 5330.871094
	Iteration 28Q: 3 clusters Score -8752480 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -8752496.000000 Penalty: 5330.871094
	Iteration 29Q: 3 clusters Score -8752496 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -8752512.000000 Penalty: 5330.871094
	Iteration 30Q: 3 clusters Score -8752512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -8752529.000000 Penalty: 5330.871094
	Iteration 31Q: 3 clusters Score -8752529 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8752545.000000 Penalty: 5330.871094
	Iteration 32Q: 3 clusters Score -8752545 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8752570.000000 Penalty: 5330.871094
	Iteration 33Q: 3 clusters Score -8752570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -8752600.000000 Penalty: 5330.871094
	Iteration 34Q: 3 clusters Score -8752600 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -8752617.000000 Penalty: 5330.871094
	Iteration 35Q: 3 clusters Score -8752617 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -8752610.000000 Penalty: 5330.871094
	Iteration 36Q: 3 clusters Score -8752610 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -8752637.000000 Penalty: 5330.871094
	Iteration 37Q: 3 clusters Score -8752637 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -8752655.000000 Penalty: 5330.871094
	Iteration 38Q: 3 clusters Score -8752655 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -8752694.000000 Penalty: 5330.871094
	Iteration 39Q: 3 clusters Score -8752694 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -8752714.000000 Penalty: 5330.871094
	Iteration 40F: 3 clusters Score -8752714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -8752715.000000 Penalty: 5330.871094
	Iteration 41Q: 3 clusters Score -8752715 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -8752717.000000 Penalty: 5330.871094
	Iteration 42Q: 3 clusters Score -8752717 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 33586 members 
Entering Unmasked Estep 
Score: -8752756.000000 Penalty: 5330.871094
	Iteration 43Q: 3 clusters Score -8752756 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -8752747.000000 Penalty: 5330.871094
	Iteration 44Q: 3 clusters Score -8752747 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8752748.000000 Penalty: 5330.871094
	Iteration 45Q: 3 clusters Score -8752748 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -8752772.000000 Penalty: 5330.871094
	Iteration 46Q: 3 clusters Score -8752772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -8752782.000000 Penalty: 5330.871094
	Iteration 47Q: 3 clusters Score -8752782 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -8752791.000000 Penalty: 5330.871094
	Iteration 48Q: 3 clusters Score -8752791 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -8752799.000000 Penalty: 5330.871094
	Iteration 49Q: 3 clusters Score -8752799 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -8752781.000000 Penalty: 5330.871094
	Iteration 50Q: 3 clusters Score -8752781 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -8752791.000000 Penalty: 5330.871094
	Iteration 51Q: 3 clusters Score -8752791 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8752824.000000 Penalty: 5330.871094
	Iteration 52Q: 3 clusters Score -8752824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8752824.000000 Penalty: 5330.871094
	Iteration 53Q: 3 clusters Score -8752824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -8752843.000000 Penalty: 5330.871094
	Iteration 54Q: 3 clusters Score -8752843 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -8752856.000000 Penalty: 5330.871094
	Iteration 55Q: 3 clusters Score -8752856 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -8752861.000000 Penalty: 5330.871094
	Iteration 56Q: 3 clusters Score -8752861 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -8752873.000000 Penalty: 5330.871094
	Iteration 57Q: 3 clusters Score -8752873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -8752879.000000 Penalty: 5330.871094
	Iteration 58Q: 3 clusters Score -8752879 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -8752896.000000 Penalty: 5330.871094
	Iteration 59Q: 3 clusters Score -8752896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -8752910.000000 Penalty: 5330.871094
	Iteration 60F: 3 clusters Score -8752910 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8752909.000000 Penalty: 5330.871094
	Iteration 61Q: 3 clusters Score -8752909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -8752941.000000 Penalty: 5330.871094
	Iteration 62Q: 3 clusters Score -8752941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -8752953.000000 Penalty: 5330.871094
	Iteration 63Q: 3 clusters Score -8752953 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -8752971.000000 Penalty: 5330.871094
	Iteration 64Q: 3 clusters Score -8752971 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8752987.000000 Penalty: 5330.871094
	Iteration 65Q: 3 clusters Score -8752987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -8753010.000000 Penalty: 5330.871094
	Iteration 66Q: 3 clusters Score -8753010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -8753035.000000 Penalty: 5330.871094
	Iteration 67Q: 3 clusters Score -8753035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -8753053.000000 Penalty: 5330.871094
	Iteration 68Q: 3 clusters Score -8753053 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -8753084.000000 Penalty: 5330.871094
	Iteration 69Q: 3 clusters Score -8753084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8753061.000000 Penalty: 5330.871094
	Iteration 70Q: 3 clusters Score -8753061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -8753074.000000 Penalty: 5330.871094
	Iteration 71Q: 3 clusters Score -8753074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -8753078.000000 Penalty: 5330.871094
	Iteration 72Q: 3 clusters Score -8753078 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -8753076.000000 Penalty: 5330.871094
	Iteration 73Q: 3 clusters Score -8753076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -8753080.000000 Penalty: 5330.871094
	Iteration 74Q: 3 clusters Score -8753080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8753083.000000 Penalty: 5330.871094
	Iteration 75Q: 3 clusters Score -8753083 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8753091.000000 Penalty: 5330.871094
	Iteration 76Q: 3 clusters Score -8753091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8753067.000000 Penalty: 5330.871094
	Iteration 77Q: 3 clusters Score -8753067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -8753061.000000 Penalty: 5330.871094
	Iteration 78Q: 3 clusters Score -8753061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -8753061.000000 Penalty: 5330.871094
	Iteration 79Q: 3 clusters Score -8753061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -8753055.000000 Penalty: 5330.871094
	Iteration 80F: 3 clusters Score -8753055 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -8753083.000000 Penalty: 5330.871094
	Iteration 81Q: 3 clusters Score -8753083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -8753094.000000 Penalty: 5330.871094
	Iteration 82Q: 3 clusters Score -8753094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -8753110.000000 Penalty: 5330.871094
	Iteration 83Q: 3 clusters Score -8753110 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8753110.000000 Penalty: 5330.871094
	Iteration 84Q: 3 clusters Score -8753110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -8753112.000000 Penalty: 5330.871094
	Iteration 85Q: 3 clusters Score -8753112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -8753114.000000 Penalty: 5330.871094
	Iteration 86Q: 3 clusters Score -8753114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8753119.000000 Penalty: 5330.871094
	Iteration 87Q: 3 clusters Score -8753119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -8753116.000000 Penalty: 5330.871094
	Iteration 88Q: 3 clusters Score -8753116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -8753125.000000 Penalty: 5330.871094
	Iteration 89Q: 3 clusters Score -8753125 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -8753123.000000 Penalty: 5330.871094
	Iteration 90Q: 3 clusters Score -8753123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -8753115.000000 Penalty: 5330.871094
	Iteration 91Q: 3 clusters Score -8753115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -8753115.000000 Penalty: 5330.871094
	Iteration 92Q: 3 clusters Score -8753115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8753112.000000 Penalty: 5330.871094
	Iteration 93Q: 3 clusters Score -8753112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -8753120.000000 Penalty: 5330.871094
	Iteration 94Q: 3 clusters Score -8753120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -8753135.000000 Penalty: 5330.871094
	Iteration 95Q: 3 clusters Score -8753135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -8753136.000000 Penalty: 5330.871094
	Iteration 96Q: 3 clusters Score -8753136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8753140.000000 Penalty: 5330.871094
	Iteration 97Q: 3 clusters Score -8753140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -8753152.000000 Penalty: 5330.871094
	Iteration 98Q: 3 clusters Score -8753152 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -8753156.000000 Penalty: 5330.871094
	Iteration 99Q: 3 clusters Score -8753156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8753157.000000 Penalty: 5330.871094
	Iteration 100F: 3 clusters Score -8753157 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -8753172.000000 Penalty: 5330.871094
	Iteration 101Q: 3 clusters Score -8753172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -8753170.000000 Penalty: 5330.871094
	Iteration 102Q: 3 clusters Score -8753170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -8753177.000000 Penalty: 5330.871094
	Iteration 103Q: 3 clusters Score -8753177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8753181.000000 Penalty: 5330.871094
	Iteration 104Q: 3 clusters Score -8753181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -8753182.000000 Penalty: 5330.871094
	Iteration 105Q: 3 clusters Score -8753182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -8753173.000000 Penalty: 5330.871094
	Iteration 106Q: 3 clusters Score -8753173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -8753175.000000 Penalty: 5330.871094
	Iteration 107Q: 3 clusters Score -8753175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -8753179.000000 Penalty: 5330.871094
	Iteration 108Q: 3 clusters Score -8753179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8753168.000000 Penalty: 5330.871094
	Iteration 109Q: 3 clusters Score -8753168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -8753191.000000 Penalty: 5330.871094
	Iteration 110Q: 3 clusters Score -8753191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -8753179.000000 Penalty: 5330.871094
	Iteration 111Q: 3 clusters Score -8753179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -8753190.000000 Penalty: 5330.871094
	Iteration 112Q: 3 clusters Score -8753190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8753204.000000 Penalty: 5330.871094
	Iteration 113Q: 3 clusters Score -8753204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8753209.000000 Penalty: 5330.871094
	Iteration 114Q: 3 clusters Score -8753209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -8753206.000000 Penalty: 5330.871094
	Iteration 115Q: 3 clusters Score -8753206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -8753203.000000 Penalty: 5330.871094
	Iteration 116Q: 3 clusters Score -8753203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8753200.000000 Penalty: 5330.871094
	Iteration 117Q: 3 clusters Score -8753200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8753211.000000 Penalty: 5330.871094
	Iteration 118Q: 3 clusters Score -8753211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8753209.000000 Penalty: 5330.871094
	Iteration 119Q: 3 clusters Score -8753209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -8753215.000000 Penalty: 5330.871094
	Iteration 120F: 3 clusters Score -8753215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8753211.000000 Penalty: 5330.871094
	Iteration 121Q: 3 clusters Score -8753211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -8753216.000000 Penalty: 5330.871094
	Iteration 122Q: 3 clusters Score -8753216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -8753209.000000 Penalty: 5330.871094
	Iteration 123Q: 3 clusters Score -8753209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -8753216.000000 Penalty: 5330.871094
	Iteration 124Q: 3 clusters Score -8753216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -8753210.000000 Penalty: 5330.871094
	Iteration 125Q: 3 clusters Score -8753210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -8753226.000000 Penalty: 5330.871094
	Iteration 126Q: 3 clusters Score -8753226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8753217.000000 Penalty: 5330.871094
	Iteration 127Q: 3 clusters Score -8753217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -8753211.000000 Penalty: 5330.871094
	Iteration 128Q: 3 clusters Score -8753211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -8753206.000000 Penalty: 5330.871094
	Iteration 129Q: 3 clusters Score -8753206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -8753219.000000 Penalty: 5330.871094
	Iteration 130Q: 3 clusters Score -8753219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -8753228.000000 Penalty: 5330.871094
	Iteration 131Q: 3 clusters Score -8753228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8753218.000000 Penalty: 5330.871094
	Iteration 132Q: 3 clusters Score -8753218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5330.871094
	Iteration 133Q: 3 clusters Score -8753233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8753220.000000 Penalty: 5330.871094
	Iteration 134Q: 3 clusters Score -8753220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -8753227.000000 Penalty: 5330.871094
	Iteration 135Q: 3 clusters Score -8753227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -8753231.000000 Penalty: 5330.871094
	Iteration 136Q: 3 clusters Score -8753231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5330.871094
	Iteration 137Q: 3 clusters Score -8753233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 138Q: 3 clusters Score -8753237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -8753234.000000 Penalty: 5330.871094
	Iteration 139Q: 3 clusters Score -8753234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -8753224.000000 Penalty: 5330.871094
	Iteration 140F: 3 clusters Score -8753224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -8753236.000000 Penalty: 5330.871094
	Iteration 141Q: 3 clusters Score -8753236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -8753239.000000 Penalty: 5330.871094
	Iteration 142Q: 3 clusters Score -8753239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -8753238.000000 Penalty: 5330.871094
	Iteration 143Q: 3 clusters Score -8753238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -8753236.000000 Penalty: 5330.871094
	Iteration 144Q: 3 clusters Score -8753236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -8753234.000000 Penalty: 5330.871094
	Iteration 145Q: 3 clusters Score -8753234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -8753230.000000 Penalty: 5330.871094
	Iteration 146Q: 3 clusters Score -8753230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 147Q: 3 clusters Score -8753237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8753231.000000 Penalty: 5330.871094
	Iteration 148Q: 3 clusters Score -8753231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -8753228.000000 Penalty: 5330.871094
	Iteration 149Q: 3 clusters Score -8753228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -8753227.000000 Penalty: 5330.871094
	Iteration 150Q: 3 clusters Score -8753227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -8753245.000000 Penalty: 5330.871094
	Iteration 151Q: 3 clusters Score -8753245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8753243.000000 Penalty: 5330.871094
	Iteration 152Q: 3 clusters Score -8753243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 153Q: 3 clusters Score -8753237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -8753232.000000 Penalty: 5330.871094
	Iteration 154Q: 3 clusters Score -8753232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5330.871094
	Iteration 155Q: 3 clusters Score -8753233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -8753223.000000 Penalty: 5330.871094
	Iteration 156Q: 3 clusters Score -8753223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -8753225.000000 Penalty: 5330.871094
	Iteration 157Q: 3 clusters Score -8753225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -8753226.000000 Penalty: 5330.871094
	Iteration 158Q: 3 clusters Score -8753226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8753232.000000 Penalty: 5330.871094
	Iteration 159Q: 3 clusters Score -8753232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5330.871094
	Iteration 160F: 3 clusters Score -8753233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -8753242.000000 Penalty: 5330.871094
	Iteration 161Q: 3 clusters Score -8753242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -8753235.000000 Penalty: 5330.871094
	Iteration 162Q: 3 clusters Score -8753235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 163Q: 3 clusters Score -8753237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -8753238.000000 Penalty: 5330.871094
	Iteration 164Q: 3 clusters Score -8753238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5330.871094
	Iteration 165Q: 3 clusters Score -8753233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 166Q: 3 clusters Score -8753237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8753240.000000 Penalty: 5330.871094
	Iteration 167Q: 3 clusters Score -8753240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -8753236.000000 Penalty: 5330.871094
	Iteration 168Q: 3 clusters Score -8753236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -8753231.000000 Penalty: 5330.871094
	Iteration 169Q: 3 clusters Score -8753231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -8753228.000000 Penalty: 5330.871094
	Iteration 170Q: 3 clusters Score -8753228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -8753231.000000 Penalty: 5330.871094
	Iteration 171Q: 3 clusters Score -8753231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -8753232.000000 Penalty: 5330.871094
	Iteration 172Q: 3 clusters Score -8753232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -8753236.000000 Penalty: 5330.871094
	Iteration 173Q: 3 clusters Score -8753236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -8753234.000000 Penalty: 5330.871094
	Iteration 174Q: 3 clusters Score -8753234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8753240.000000 Penalty: 5330.871094
	Iteration 175Q: 3 clusters Score -8753240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -8753239.000000 Penalty: 5330.871094
	Iteration 176Q: 3 clusters Score -8753239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -8753239.000000 Penalty: 5330.871094
	Iteration 177Q: 3 clusters Score -8753239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -8753236.000000 Penalty: 5330.871094
	Iteration 178Q: 3 clusters Score -8753236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -8753235.000000 Penalty: 5330.871094
	Iteration 179Q: 3 clusters Score -8753235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8753237.000000 Penalty: 5330.871094
	Iteration 180F: 3 clusters Score -8753237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8753244.000000 Penalty: 5330.871094
	Iteration 181Q: 3 clusters Score -8753244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8753246.000000 Penalty: 5330.871094
	Iteration 182Q: 3 clusters Score -8753246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -8753248.000000 Penalty: 5330.871094
	Iteration 183Q: 3 clusters Score -8753248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8753251.000000 Penalty: 5330.871094
	Iteration 184Q: 3 clusters Score -8753251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8753247.000000 Penalty: 5330.871094
	Iteration 185Q: 3 clusters Score -8753247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -8753251.000000 Penalty: 5330.871094
	Iteration 186Q: 3 clusters Score -8753251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8753247.000000 Penalty: 5330.871094
	Iteration 187Q: 3 clusters Score -8753247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8753247.000000 Penalty: 5330.871094
	Iteration 188F: 3 clusters Score -8753247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Entering Unmasked Estep 
Score: -8893134.000000 Penalty: 2670.218506
	Iteration 0F: 2 clusters Score -8893134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8862888.000000 Penalty: 5340.437012
	Iteration 0F: 3 clusters Score -8862888 nChanged 21810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -8874833.000000 Penalty: 5340.437012
	Iteration 1F: 3 clusters Score -8874833 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -8875230.000000 Penalty: 5340.437012
	Iteration 2Q: 3 clusters Score -8875230 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -8875575.000000 Penalty: 5340.437012
	Iteration 3Q: 3 clusters Score -8875575 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -8875987.000000 Penalty: 5340.437012
	Iteration 4Q: 3 clusters Score -8875987 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8876322.000000 Penalty: 5340.437012
	Iteration 5Q: 3 clusters Score -8876322 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8876682.000000 Penalty: 5340.437012
	Iteration 6Q: 3 clusters Score -8876682 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8877080.000000 Penalty: 5340.437012
	Iteration 7Q: 3 clusters Score -8877080 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8877573.000000 Penalty: 5340.437012
	Iteration 8Q: 3 clusters Score -8877573 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -8878204.000000 Penalty: 5340.437012
	Iteration 9Q: 3 clusters Score -8878204 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8879117.000000 Penalty: 5340.437012
	Iteration 10Q: 3 clusters Score -8879117 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -8880624.000000 Penalty: 5340.437012
	Iteration 11Q: 3 clusters Score -8880624 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8882603.000000 Penalty: 5340.437012
	Iteration 12F: 3 clusters Score -8882603 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -8884951.000000 Penalty: 5340.437012
	Iteration 13F: 3 clusters Score -8884951 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8886606.000000 Penalty: 5340.437012
	Iteration 14F: 3 clusters Score -8886606 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8887434.000000 Penalty: 5340.437012
	Iteration 15Q: 3 clusters Score -8887434 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -8887923.000000 Penalty: 5340.437012
	Iteration 16Q: 3 clusters Score -8887923 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8888390.000000 Penalty: 5340.437012
	Iteration 17Q: 3 clusters Score -8888390 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8888851.000000 Penalty: 5340.437012
	Iteration 18Q: 3 clusters Score -8888851 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -8889225.000000 Penalty: 5340.437012
	Iteration 19Q: 3 clusters Score -8889225 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -8889566.000000 Penalty: 5340.437012
	Iteration 20F: 3 clusters Score -8889566 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8889767.000000 Penalty: 5340.437012
	Iteration 21Q: 3 clusters Score -8889767 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -8890004.000000 Penalty: 5340.437012
	Iteration 22Q: 3 clusters Score -8890004 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -8890173.000000 Penalty: 5340.437012
	Iteration 23Q: 3 clusters Score -8890173 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -8890237.000000 Penalty: 5340.437012
	Iteration 24Q: 3 clusters Score -8890237 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -8890299.000000 Penalty: 5340.437012
	Iteration 25Q: 3 clusters Score -8890299 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8890354.000000 Penalty: 5340.437012
	Iteration 26Q: 3 clusters Score -8890354 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8890417.000000 Penalty: 5340.437012
	Iteration 27Q: 3 clusters Score -8890417 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -8890417.000000 Penalty: 5340.437012
	Iteration 28Q: 3 clusters Score -8890417 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -8890445.000000 Penalty: 5340.437012
	Iteration 29Q: 3 clusters Score -8890445 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8890459.000000 Penalty: 5340.437012
	Iteration 30Q: 3 clusters Score -8890459 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -8890433.000000 Penalty: 5340.437012
	Iteration 31Q: 3 clusters Score -8890433 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8890455.000000 Penalty: 5340.437012
	Iteration 32Q: 3 clusters Score -8890455 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -8890485.000000 Penalty: 5340.437012
	Iteration 33Q: 3 clusters Score -8890485 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 5340.437012
	Iteration 34Q: 3 clusters Score -8890483 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -8890461.000000 Penalty: 5340.437012
	Iteration 35Q: 3 clusters Score -8890461 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8890457.000000 Penalty: 5340.437012
	Iteration 36Q: 3 clusters Score -8890457 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -8890463.000000 Penalty: 5340.437012
	Iteration 37Q: 3 clusters Score -8890463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -8890493.000000 Penalty: 5340.437012
	Iteration 38Q: 3 clusters Score -8890493 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 5340.437012
	Iteration 39Q: 3 clusters Score -8890483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -8890469.000000 Penalty: 5340.437012
	Iteration 40F: 3 clusters Score -8890469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -8890462.000000 Penalty: 5340.437012
	Iteration 41Q: 3 clusters Score -8890462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -8890477.000000 Penalty: 5340.437012
	Iteration 42Q: 3 clusters Score -8890477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -8890470.000000 Penalty: 5340.437012
	Iteration 43Q: 3 clusters Score -8890470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8890484.000000 Penalty: 5340.437012
	Iteration 44Q: 3 clusters Score -8890484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 5340.437012
	Iteration 45Q: 3 clusters Score -8890483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -8890490.000000 Penalty: 5340.437012
	Iteration 46Q: 3 clusters Score -8890490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -8890482.000000 Penalty: 5340.437012
	Iteration 47Q: 3 clusters Score -8890482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -8890472.000000 Penalty: 5340.437012
	Iteration 48Q: 3 clusters Score -8890472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -8890459.000000 Penalty: 5340.437012
	Iteration 49Q: 3 clusters Score -8890459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -8890457.000000 Penalty: 5340.437012
	Iteration 50Q: 3 clusters Score -8890457 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -8890470.000000 Penalty: 5340.437012
	Iteration 51Q: 3 clusters Score -8890470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -8890473.000000 Penalty: 5340.437012
	Iteration 52Q: 3 clusters Score -8890473 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -8890466.000000 Penalty: 5340.437012
	Iteration 53Q: 3 clusters Score -8890466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -8890467.000000 Penalty: 5340.437012
	Iteration 54Q: 3 clusters Score -8890467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -8890465.000000 Penalty: 5340.437012
	Iteration 55Q: 3 clusters Score -8890465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -8890472.000000 Penalty: 5340.437012
	Iteration 56Q: 3 clusters Score -8890472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -8890478.000000 Penalty: 5340.437012
	Iteration 57Q: 3 clusters Score -8890478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -8890472.000000 Penalty: 5340.437012
	Iteration 58Q: 3 clusters Score -8890472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8890471.000000 Penalty: 5340.437012
	Iteration 59Q: 3 clusters Score -8890471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -8890481.000000 Penalty: 5340.437012
	Iteration 60F: 3 clusters Score -8890481 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -8890482.000000 Penalty: 5340.437012
	Iteration 61Q: 3 clusters Score -8890482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -8890478.000000 Penalty: 5340.437012
	Iteration 62Q: 3 clusters Score -8890478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -8890477.000000 Penalty: 5340.437012
	Iteration 63Q: 3 clusters Score -8890477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -8890471.000000 Penalty: 5340.437012
	Iteration 64Q: 3 clusters Score -8890471 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -8890469.000000 Penalty: 5340.437012
	Iteration 65Q: 3 clusters Score -8890469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -8890482.000000 Penalty: 5340.437012
	Iteration 66Q: 3 clusters Score -8890482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -8890488.000000 Penalty: 5340.437012
	Iteration 67Q: 3 clusters Score -8890488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8890483.000000 Penalty: 5340.437012
	Iteration 68Q: 3 clusters Score -8890483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -8890480.000000 Penalty: 5340.437012
	Iteration 69Q: 3 clusters Score -8890480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -8890488.000000 Penalty: 5340.437012
	Iteration 70Q: 3 clusters Score -8890488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -8890476.000000 Penalty: 5340.437012
	Iteration 71Q: 3 clusters Score -8890476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8890466.000000 Penalty: 5340.437012
	Iteration 72Q: 3 clusters Score -8890466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8890475.000000 Penalty: 5340.437012
	Iteration 73Q: 3 clusters Score -8890475 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8890470.000000 Penalty: 5340.437012
	Iteration 74Q: 3 clusters Score -8890470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -8890514.000000 Penalty: 5340.437012
	Iteration 75Q: 3 clusters Score -8890514 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -8890498.000000 Penalty: 5340.437012
	Iteration 76Q: 3 clusters Score -8890498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -8890484.000000 Penalty: 5340.437012
	Iteration 77Q: 3 clusters Score -8890484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -8890475.000000 Penalty: 5340.437012
	Iteration 78Q: 3 clusters Score -8890475 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -8890472.000000 Penalty: 5340.437012
	Iteration 79Q: 3 clusters Score -8890472 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8890486.000000 Penalty: 5340.437012
	Iteration 80F: 3 clusters Score -8890486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -8890462.000000 Penalty: 5340.437012
	Iteration 81Q: 3 clusters Score -8890462 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -8890469.000000 Penalty: 5340.437012
	Iteration 82Q: 3 clusters Score -8890469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -8890482.000000 Penalty: 5340.437012
	Iteration 83Q: 3 clusters Score -8890482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29256 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -8890477.000000 Penalty: 5340.437012
	Iteration 84Q: 3 clusters Score -8890477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -8890485.000000 Penalty: 5340.437012
	Iteration 85Q: 3 clusters Score -8890485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -8890474.000000 Penalty: 5340.437012
	Iteration 86Q: 3 clusters Score -8890474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -8890491.000000 Penalty: 5340.437012
	Iteration 87Q: 3 clusters Score -8890491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -8890496.000000 Penalty: 5340.437012
	Iteration 88Q: 3 clusters Score -8890496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -8890491.000000 Penalty: 5340.437012
	Iteration 89Q: 3 clusters Score -8890491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -8890479.000000 Penalty: 5340.437012
	Iteration 90Q: 3 clusters Score -8890479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -8890472.000000 Penalty: 5340.437012
	Iteration 91Q: 3 clusters Score -8890472 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8890463.000000 Penalty: 5340.437012
	Iteration 92Q: 3 clusters Score -8890463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -8890484.000000 Penalty: 5340.437012
	Iteration 93Q: 3 clusters Score -8890484 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -8890468.000000 Penalty: 5340.437012
	Iteration 94Q: 3 clusters Score -8890468 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -8890476.000000 Penalty: 5340.437012
	Iteration 95Q: 3 clusters Score -8890476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -8890470.000000 Penalty: 5340.437012
	Iteration 96Q: 3 clusters Score -8890470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -8890486.000000 Penalty: 5340.437012
	Iteration 97Q: 3 clusters Score -8890486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8890486.000000 Penalty: 5340.437012
	Iteration 98Q: 3 clusters Score -8890486 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -8890499.000000 Penalty: 5340.437012
	Iteration 99Q: 3 clusters Score -8890499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8890512.000000 Penalty: 5340.437012
	Iteration 100F: 3 clusters Score -8890512 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -8890505.000000 Penalty: 5340.437012
	Iteration 101Q: 3 clusters Score -8890505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -8890514.000000 Penalty: 5340.437012
	Iteration 102Q: 3 clusters Score -8890514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -8890503.000000 Penalty: 5340.437012
	Iteration 103Q: 3 clusters Score -8890503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8890514.000000 Penalty: 5340.437012
	Iteration 104Q: 3 clusters Score -8890514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -8890520.000000 Penalty: 5340.437012
	Iteration 105Q: 3 clusters Score -8890520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -8890529.000000 Penalty: 5340.437012
	Iteration 106Q: 3 clusters Score -8890529 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -8890534.000000 Penalty: 5340.437012
	Iteration 107Q: 3 clusters Score -8890534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -8890519.000000 Penalty: 5340.437012
	Iteration 108Q: 3 clusters Score -8890519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -8890521.000000 Penalty: 5340.437012
	Iteration 109Q: 3 clusters Score -8890521 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -8890517.000000 Penalty: 5340.437012
	Iteration 110Q: 3 clusters Score -8890517 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -8890526.000000 Penalty: 5340.437012
	Iteration 111Q: 3 clusters Score -8890526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -8890522.000000 Penalty: 5340.437012
	Iteration 112Q: 3 clusters Score -8890522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -8890525.000000 Penalty: 5340.437012
	Iteration 113Q: 3 clusters Score -8890525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -8890521.000000 Penalty: 5340.437012
	Iteration 114Q: 3 clusters Score -8890521 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -8890515.000000 Penalty: 5340.437012
	Iteration 115Q: 3 clusters Score -8890515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -8890515.000000 Penalty: 5340.437012
	Iteration 116Q: 3 clusters Score -8890515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -8890530.000000 Penalty: 5340.437012
	Iteration 117Q: 3 clusters Score -8890530 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -8890530.000000 Penalty: 5340.437012
	Iteration 118Q: 3 clusters Score -8890530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -8890528.000000 Penalty: 5340.437012
	Iteration 119Q: 3 clusters Score -8890528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -8890527.000000 Penalty: 5340.437012
	Iteration 120F: 3 clusters Score -8890527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -8890524.000000 Penalty: 5340.437012
	Iteration 121Q: 3 clusters Score -8890524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -8890517.000000 Penalty: 5340.437012
	Iteration 122Q: 3 clusters Score -8890517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -8890512.000000 Penalty: 5340.437012
	Iteration 123Q: 3 clusters Score -8890512 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -8890503.000000 Penalty: 5340.437012
	Iteration 124Q: 3 clusters Score -8890503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -8890493.000000 Penalty: 5340.437012
	Iteration 125Q: 3 clusters Score -8890493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -8890496.000000 Penalty: 5340.437012
	Iteration 126Q: 3 clusters Score -8890496 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -8890504.000000 Penalty: 5340.437012
	Iteration 127Q: 3 clusters Score -8890504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -8890520.000000 Penalty: 5340.437012
	Iteration 128Q: 3 clusters Score -8890520 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -8890527.000000 Penalty: 5340.437012
	Iteration 129Q: 3 clusters Score -8890527 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -8890530.000000 Penalty: 5340.437012
	Iteration 130Q: 3 clusters Score -8890530 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -8890545.000000 Penalty: 5340.437012
	Iteration 131Q: 3 clusters Score -8890545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -8890539.000000 Penalty: 5340.437012
	Iteration 132Q: 3 clusters Score -8890539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -8890528.000000 Penalty: 5340.437012
	Iteration 133Q: 3 clusters Score -8890528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -8890535.000000 Penalty: 5340.437012
	Iteration 134Q: 3 clusters Score -8890535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -8890530.000000 Penalty: 5340.437012
	Iteration 135Q: 3 clusters Score -8890530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -8890518.000000 Penalty: 5340.437012
	Iteration 136Q: 3 clusters Score -8890518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -8890513.000000 Penalty: 5340.437012
	Iteration 137Q: 3 clusters Score -8890513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -8890522.000000 Penalty: 5340.437012
	Iteration 138Q: 3 clusters Score -8890522 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -8890531.000000 Penalty: 5340.437012
	Iteration 139Q: 3 clusters Score -8890531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -8890528.000000 Penalty: 5340.437012
	Iteration 140F: 3 clusters Score -8890528 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -8890525.000000 Penalty: 5340.437012
	Iteration 141Q: 3 clusters Score -8890525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8890534.000000 Penalty: 5340.437012
	Iteration 142Q: 3 clusters Score -8890534 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8890552.000000 Penalty: 5340.437012
	Iteration 143Q: 3 clusters Score -8890552 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -8890552.000000 Penalty: 5340.437012
	Iteration 144Q: 3 clusters Score -8890552 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -8890565.000000 Penalty: 5340.437012
	Iteration 145Q: 3 clusters Score -8890565 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -8890571.000000 Penalty: 5340.437012
	Iteration 146Q: 3 clusters Score -8890571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -8890555.000000 Penalty: 5340.437012
	Iteration 147Q: 3 clusters Score -8890555 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -8890564.000000 Penalty: 5340.437012
	Iteration 148Q: 3 clusters Score -8890564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -8890564.000000 Penalty: 5340.437012
	Iteration 149Q: 3 clusters Score -8890564 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -8890576.000000 Penalty: 5340.437012
	Iteration 150Q: 3 clusters Score -8890576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -8890583.000000 Penalty: 5340.437012
	Iteration 151Q: 3 clusters Score -8890583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -8890608.000000 Penalty: 5340.437012
	Iteration 152Q: 3 clusters Score -8890608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -8890608.000000 Penalty: 5340.437012
	Iteration 153Q: 3 clusters Score -8890608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -8890607.000000 Penalty: 5340.437012
	Iteration 154Q: 3 clusters Score -8890607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -8890611.000000 Penalty: 5340.437012
	Iteration 155Q: 3 clusters Score -8890611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -8890618.000000 Penalty: 5340.437012
	Iteration 156Q: 3 clusters Score -8890618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8890617.000000 Penalty: 5340.437012
	Iteration 157Q: 3 clusters Score -8890617 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -8890601.000000 Penalty: 5340.437012
	Iteration 158Q: 3 clusters Score -8890601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -8890604.000000 Penalty: 5340.437012
	Iteration 159Q: 3 clusters Score -8890604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -8890620.000000 Penalty: 5340.437012
	Iteration 160F: 3 clusters Score -8890620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -8890622.000000 Penalty: 5340.437012
	Iteration 161Q: 3 clusters Score -8890622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -8890620.000000 Penalty: 5340.437012
	Iteration 162Q: 3 clusters Score -8890620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -8890617.000000 Penalty: 5340.437012
	Iteration 163Q: 3 clusters Score -8890617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -8890612.000000 Penalty: 5340.437012
	Iteration 164Q: 3 clusters Score -8890612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8890616.000000 Penalty: 5340.437012
	Iteration 165Q: 3 clusters Score -8890616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -8890615.000000 Penalty: 5340.437012
	Iteration 166Q: 3 clusters Score -8890615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -8890616.000000 Penalty: 5340.437012
	Iteration 167Q: 3 clusters Score -8890616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -8890620.000000 Penalty: 5340.437012
	Iteration 168Q: 3 clusters Score -8890620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -8890608.000000 Penalty: 5340.437012
	Iteration 169Q: 3 clusters Score -8890608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -8890610.000000 Penalty: 5340.437012
	Iteration 170Q: 3 clusters Score -8890610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -8890613.000000 Penalty: 5340.437012
	Iteration 171Q: 3 clusters Score -8890613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -8890609.000000 Penalty: 5340.437012
	Iteration 172Q: 3 clusters Score -8890609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8890602.000000 Penalty: 5340.437012
	Iteration 173Q: 3 clusters Score -8890602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -8890608.000000 Penalty: 5340.437012
	Iteration 174Q: 3 clusters Score -8890608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -8890611.000000 Penalty: 5340.437012
	Iteration 175Q: 3 clusters Score -8890611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -8890611.000000 Penalty: 5340.437012
	Iteration 176Q: 3 clusters Score -8890611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -8890614.000000 Penalty: 5340.437012
	Iteration 177Q: 3 clusters Score -8890614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -8890612.000000 Penalty: 5340.437012
	Iteration 178Q: 3 clusters Score -8890612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -8890614.000000 Penalty: 5340.437012
	Iteration 179Q: 3 clusters Score -8890614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -8890605.000000 Penalty: 5340.437012
	Iteration 180F: 3 clusters Score -8890605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -8890613.000000 Penalty: 5340.437012
	Iteration 181Q: 3 clusters Score -8890613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -8890611.000000 Penalty: 5340.437012
	Iteration 182Q: 3 clusters Score -8890611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -8890614.000000 Penalty: 5340.437012
	Iteration 183Q: 3 clusters Score -8890614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -8890620.000000 Penalty: 5340.437012
	Iteration 184Q: 3 clusters Score -8890620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -8890621.000000 Penalty: 5340.437012
	Iteration 185Q: 3 clusters Score -8890621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -8890618.000000 Penalty: 5340.437012
	Iteration 186Q: 3 clusters Score -8890618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -8890627.000000 Penalty: 5340.437012
	Iteration 187Q: 3 clusters Score -8890627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -8890621.000000 Penalty: 5340.437012
	Iteration 188Q: 3 clusters Score -8890621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -8890623.000000 Penalty: 5340.437012
	Iteration 189Q: 3 clusters Score -8890623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -8890618.000000 Penalty: 5340.437012
	Iteration 190Q: 3 clusters Score -8890618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -8890632.000000 Penalty: 5340.437012
	Iteration 191Q: 3 clusters Score -8890632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -8890638.000000 Penalty: 5340.437012
	Iteration 192Q: 3 clusters Score -8890638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -8890631.000000 Penalty: 5340.437012
	Iteration 193Q: 3 clusters Score -8890631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -8890633.000000 Penalty: 5340.437012
	Iteration 194Q: 3 clusters Score -8890633 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -8890648.000000 Penalty: 5340.437012
	Iteration 195Q: 3 clusters Score -8890648 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -8890648.000000 Penalty: 5340.437012
	Iteration 196Q: 3 clusters Score -8890648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -8890649.000000 Penalty: 5340.437012
	Iteration 197Q: 3 clusters Score -8890649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -8890648.000000 Penalty: 5340.437012
	Iteration 198Q: 3 clusters Score -8890648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -8890664.000000 Penalty: 5340.437012
	Iteration 199Q: 3 clusters Score -8890664 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -8890656.000000 Penalty: 5340.437012
	Iteration 200F: 3 clusters Score -8890656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -8890659.000000 Penalty: 5340.437012
	Iteration 201Q: 3 clusters Score -8890659 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8890656.000000 Penalty: 5340.437012
	Iteration 202Q: 3 clusters Score -8890656 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -8890682.000000 Penalty: 5340.437012
	Iteration 203Q: 3 clusters Score -8890682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -8890682.000000 Penalty: 5340.437012
	Iteration 204Q: 3 clusters Score -8890682 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -8890685.000000 Penalty: 5340.437012
	Iteration 205Q: 3 clusters Score -8890685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -8890699.000000 Penalty: 5340.437012
	Iteration 206Q: 3 clusters Score -8890699 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8890690.000000 Penalty: 5340.437012
	Iteration 207Q: 3 clusters Score -8890690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -8890718.000000 Penalty: 5340.437012
	Iteration 208Q: 3 clusters Score -8890718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -8890729.000000 Penalty: 5340.437012
	Iteration 209Q: 3 clusters Score -8890729 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -8890735.000000 Penalty: 5340.437012
	Iteration 210Q: 3 clusters Score -8890735 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -8890732.000000 Penalty: 5340.437012
	Iteration 211Q: 3 clusters Score -8890732 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8890736.000000 Penalty: 5340.437012
	Iteration 212Q: 3 clusters Score -8890736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -8890730.000000 Penalty: 5340.437012
	Iteration 213Q: 3 clusters Score -8890730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -8890721.000000 Penalty: 5340.437012
	Iteration 214Q: 3 clusters Score -8890721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -8890733.000000 Penalty: 5340.437012
	Iteration 215Q: 3 clusters Score -8890733 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -8890759.000000 Penalty: 5340.437012
	Iteration 216Q: 3 clusters Score -8890759 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -8890773.000000 Penalty: 5340.437012
	Iteration 217Q: 3 clusters Score -8890773 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8890772.000000 Penalty: 5340.437012
	Iteration 218Q: 3 clusters Score -8890772 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -8890808.000000 Penalty: 5340.437012
	Iteration 219Q: 3 clusters Score -8890808 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -8890810.000000 Penalty: 5340.437012
	Iteration 220F: 3 clusters Score -8890810 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -8890819.000000 Penalty: 5340.437012
	Iteration 221Q: 3 clusters Score -8890819 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -8890798.000000 Penalty: 5340.437012
	Iteration 222Q: 3 clusters Score -8890798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -8890822.000000 Penalty: 5340.437012
	Iteration 223Q: 3 clusters Score -8890822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -8890829.000000 Penalty: 5340.437012
	Iteration 224Q: 3 clusters Score -8890829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -8890829.000000 Penalty: 5340.437012
	Iteration 225Q: 3 clusters Score -8890829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -8890837.000000 Penalty: 5340.437012
	Iteration 226Q: 3 clusters Score -8890837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8890834.000000 Penalty: 5340.437012
	Iteration 227Q: 3 clusters Score -8890834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -8890839.000000 Penalty: 5340.437012
	Iteration 228Q: 3 clusters Score -8890839 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8890850.000000 Penalty: 5340.437012
	Iteration 229Q: 3 clusters Score -8890850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8890868.000000 Penalty: 5340.437012
	Iteration 230Q: 3 clusters Score -8890868 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -8890900.000000 Penalty: 5340.437012
	Iteration 231Q: 3 clusters Score -8890900 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -8890901.000000 Penalty: 5340.437012
	Iteration 232Q: 3 clusters Score -8890901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -8890898.000000 Penalty: 5340.437012
	Iteration 233Q: 3 clusters Score -8890898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8890898.000000 Penalty: 5340.437012
	Iteration 234Q: 3 clusters Score -8890898 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -8890905.000000 Penalty: 5340.437012
	Iteration 235Q: 3 clusters Score -8890905 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8890911.000000 Penalty: 5340.437012
	Iteration 236Q: 3 clusters Score -8890911 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8890921.000000 Penalty: 5340.437012
	Iteration 237Q: 3 clusters Score -8890921 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8890938.000000 Penalty: 5340.437012
	Iteration 238Q: 3 clusters Score -8890938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -8890951.000000 Penalty: 5340.437012
	Iteration 239Q: 3 clusters Score -8890951 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8890956.000000 Penalty: 5340.437012
	Iteration 240F: 3 clusters Score -8890956 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -8890971.000000 Penalty: 5340.437012
	Iteration 241Q: 3 clusters Score -8890971 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8890996.000000 Penalty: 5340.437012
	Iteration 242Q: 3 clusters Score -8890996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -8891006.000000 Penalty: 5340.437012
	Iteration 243Q: 3 clusters Score -8891006 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -8891007.000000 Penalty: 5340.437012
	Iteration 244Q: 3 clusters Score -8891007 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8891005.000000 Penalty: 5340.437012
	Iteration 245Q: 3 clusters Score -8891005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -8891043.000000 Penalty: 5340.437012
	Iteration 246Q: 3 clusters Score -8891043 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8891062.000000 Penalty: 5340.437012
	Iteration 247Q: 3 clusters Score -8891062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -8891071.000000 Penalty: 5340.437012
	Iteration 248Q: 3 clusters Score -8891071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -8891066.000000 Penalty: 5340.437012
	Iteration 249Q: 3 clusters Score -8891066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8891063.000000 Penalty: 5340.437012
	Iteration 250Q: 3 clusters Score -8891063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -8891077.000000 Penalty: 5340.437012
	Iteration 251Q: 3 clusters Score -8891077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8891072.000000 Penalty: 5340.437012
	Iteration 252Q: 3 clusters Score -8891072 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -8891076.000000 Penalty: 5340.437012
	Iteration 253Q: 3 clusters Score -8891076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -8891077.000000 Penalty: 5340.437012
	Iteration 254Q: 3 clusters Score -8891077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -8891085.000000 Penalty: 5340.437012
	Iteration 255Q: 3 clusters Score -8891085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -8891087.000000 Penalty: 5340.437012
	Iteration 256Q: 3 clusters Score -8891087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -8891077.000000 Penalty: 5340.437012
	Iteration 257Q: 3 clusters Score -8891077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8891101.000000 Penalty: 5340.437012
	Iteration 258Q: 3 clusters Score -8891101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -8891128.000000 Penalty: 5340.437012
	Iteration 259Q: 3 clusters Score -8891128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -8891150.000000 Penalty: 5340.437012
	Iteration 260F: 3 clusters Score -8891150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -8891142.000000 Penalty: 5340.437012
	Iteration 261Q: 3 clusters Score -8891142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -8891152.000000 Penalty: 5340.437012
	Iteration 262Q: 3 clusters Score -8891152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -8891155.000000 Penalty: 5340.437012
	Iteration 263Q: 3 clusters Score -8891155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8891158.000000 Penalty: 5340.437012
	Iteration 264Q: 3 clusters Score -8891158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -8891155.000000 Penalty: 5340.437012
	Iteration 265Q: 3 clusters Score -8891155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -8891166.000000 Penalty: 5340.437012
	Iteration 266Q: 3 clusters Score -8891166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -8891170.000000 Penalty: 5340.437012
	Iteration 267Q: 3 clusters Score -8891170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -8891199.000000 Penalty: 5340.437012
	Iteration 268Q: 3 clusters Score -8891199 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -8891208.000000 Penalty: 5340.437012
	Iteration 269Q: 3 clusters Score -8891208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8891237.000000 Penalty: 5340.437012
	Iteration 270Q: 3 clusters Score -8891237 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -8891237.000000 Penalty: 5340.437012
	Iteration 271Q: 3 clusters Score -8891237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -8891248.000000 Penalty: 5340.437012
	Iteration 272Q: 3 clusters Score -8891248 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -8891246.000000 Penalty: 5340.437012
	Iteration 273Q: 3 clusters Score -8891246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -8891253.000000 Penalty: 5340.437012
	Iteration 274Q: 3 clusters Score -8891253 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -8891234.000000 Penalty: 5340.437012
	Iteration 275Q: 3 clusters Score -8891234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -8891240.000000 Penalty: 5340.437012
	Iteration 276Q: 3 clusters Score -8891240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -8891236.000000 Penalty: 5340.437012
	Iteration 277Q: 3 clusters Score -8891236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -8891234.000000 Penalty: 5340.437012
	Iteration 278Q: 3 clusters Score -8891234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -8891244.000000 Penalty: 5340.437012
	Iteration 279Q: 3 clusters Score -8891244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -8891242.000000 Penalty: 5340.437012
	Iteration 280F: 3 clusters Score -8891242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -8891266.000000 Penalty: 5340.437012
	Iteration 281Q: 3 clusters Score -8891266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8891275.000000 Penalty: 5340.437012
	Iteration 282Q: 3 clusters Score -8891275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -8891267.000000 Penalty: 5340.437012
	Iteration 283Q: 3 clusters Score -8891267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8891274.000000 Penalty: 5340.437012
	Iteration 284Q: 3 clusters Score -8891274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -8891266.000000 Penalty: 5340.437012
	Iteration 285Q: 3 clusters Score -8891266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -8891249.000000 Penalty: 5340.437012
	Iteration 286Q: 3 clusters Score -8891249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8891263.000000 Penalty: 5340.437012
	Iteration 287Q: 3 clusters Score -8891263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8891270.000000 Penalty: 5340.437012
	Iteration 288Q: 3 clusters Score -8891270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8891271.000000 Penalty: 5340.437012
	Iteration 289Q: 3 clusters Score -8891271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -8891263.000000 Penalty: 5340.437012
	Iteration 290Q: 3 clusters Score -8891263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -8891269.000000 Penalty: 5340.437012
	Iteration 291Q: 3 clusters Score -8891269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8891265.000000 Penalty: 5340.437012
	Iteration 292Q: 3 clusters Score -8891265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -8891278.000000 Penalty: 5340.437012
	Iteration 293Q: 3 clusters Score -8891278 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40129 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -8891270.000000 Penalty: 5340.437012
	Iteration 294Q: 3 clusters Score -8891270 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -8891274.000000 Penalty: 5340.437012
	Iteration 295Q: 3 clusters Score -8891274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -8891272.000000 Penalty: 5340.437012
	Iteration 296Q: 3 clusters Score -8891272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -8891292.000000 Penalty: 5340.437012
	Iteration 297Q: 3 clusters Score -8891292 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8891285.000000 Penalty: 5340.437012
	Iteration 298Q: 3 clusters Score -8891285 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -8891301.000000 Penalty: 5340.437012
	Iteration 299Q: 3 clusters Score -8891301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -8891311.000000 Penalty: 5340.437012
	Iteration 300F: 3 clusters Score -8891311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -8891302.000000 Penalty: 5340.437012
	Iteration 301Q: 3 clusters Score -8891302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -8891308.000000 Penalty: 5340.437012
	Iteration 302Q: 3 clusters Score -8891308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -8891313.000000 Penalty: 5340.437012
	Iteration 303Q: 3 clusters Score -8891313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -8891306.000000 Penalty: 5340.437012
	Iteration 304Q: 3 clusters Score -8891306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -8891306.000000 Penalty: 5340.437012
	Iteration 305Q: 3 clusters Score -8891306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -8891311.000000 Penalty: 5340.437012
	Iteration 306Q: 3 clusters Score -8891311 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8891296.000000 Penalty: 5340.437012
	Iteration 307Q: 3 clusters Score -8891296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -8891298.000000 Penalty: 5340.437012
	Iteration 308Q: 3 clusters Score -8891298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -8891312.000000 Penalty: 5340.437012
	Iteration 309Q: 3 clusters Score -8891312 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -8891316.000000 Penalty: 5340.437012
	Iteration 310Q: 3 clusters Score -8891316 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -8891319.000000 Penalty: 5340.437012
	Iteration 311Q: 3 clusters Score -8891319 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -8891315.000000 Penalty: 5340.437012
	Iteration 312Q: 3 clusters Score -8891315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8891303.000000 Penalty: 5340.437012
	Iteration 313Q: 3 clusters Score -8891303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8891304.000000 Penalty: 5340.437012
	Iteration 314Q: 3 clusters Score -8891304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8891311.000000 Penalty: 5340.437012
	Iteration 315Q: 3 clusters Score -8891311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -8891310.000000 Penalty: 5340.437012
	Iteration 316Q: 3 clusters Score -8891310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 317Q: 3 clusters Score -8891320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8891311.000000 Penalty: 5340.437012
	Iteration 318Q: 3 clusters Score -8891311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8891316.000000 Penalty: 5340.437012
	Iteration 319Q: 3 clusters Score -8891316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -8891319.000000 Penalty: 5340.437012
	Iteration 320F: 3 clusters Score -8891319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8891318.000000 Penalty: 5340.437012
	Iteration 321Q: 3 clusters Score -8891318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8891313.000000 Penalty: 5340.437012
	Iteration 322Q: 3 clusters Score -8891313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8891317.000000 Penalty: 5340.437012
	Iteration 323Q: 3 clusters Score -8891317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -8891318.000000 Penalty: 5340.437012
	Iteration 324Q: 3 clusters Score -8891318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8891321.000000 Penalty: 5340.437012
	Iteration 325Q: 3 clusters Score -8891321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8891323.000000 Penalty: 5340.437012
	Iteration 326Q: 3 clusters Score -8891323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -8891325.000000 Penalty: 5340.437012
	Iteration 327Q: 3 clusters Score -8891325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8891334.000000 Penalty: 5340.437012
	Iteration 328Q: 3 clusters Score -8891334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8891331.000000 Penalty: 5340.437012
	Iteration 329Q: 3 clusters Score -8891331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -8891331.000000 Penalty: 5340.437012
	Iteration 330Q: 3 clusters Score -8891331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -8891331.000000 Penalty: 5340.437012
	Iteration 331Q: 3 clusters Score -8891331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -8891335.000000 Penalty: 5340.437012
	Iteration 332Q: 3 clusters Score -8891335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -8891327.000000 Penalty: 5340.437012
	Iteration 333Q: 3 clusters Score -8891327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -8891339.000000 Penalty: 5340.437012
	Iteration 334Q: 3 clusters Score -8891339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8891333.000000 Penalty: 5340.437012
	Iteration 335Q: 3 clusters Score -8891333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 336Q: 3 clusters Score -8891320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8891326.000000 Penalty: 5340.437012
	Iteration 337Q: 3 clusters Score -8891326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8891324.000000 Penalty: 5340.437012
	Iteration 338Q: 3 clusters Score -8891324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 339Q: 3 clusters Score -8891320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 340F: 3 clusters Score -8891320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 341Q: 3 clusters Score -8891320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -8891328.000000 Penalty: 5340.437012
	Iteration 342Q: 3 clusters Score -8891328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8891327.000000 Penalty: 5340.437012
	Iteration 343Q: 3 clusters Score -8891327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -8891332.000000 Penalty: 5340.437012
	Iteration 344Q: 3 clusters Score -8891332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -8891336.000000 Penalty: 5340.437012
	Iteration 345Q: 3 clusters Score -8891336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8891329.000000 Penalty: 5340.437012
	Iteration 346Q: 3 clusters Score -8891329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -8891324.000000 Penalty: 5340.437012
	Iteration 347Q: 3 clusters Score -8891324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8891320.000000 Penalty: 5340.437012
	Iteration 348Q: 3 clusters Score -8891320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -8891317.000000 Penalty: 5340.437012
	Iteration 349Q: 3 clusters Score -8891317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -8891309.000000 Penalty: 5340.437012
	Iteration 350Q: 3 clusters Score -8891309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8891313.000000 Penalty: 5340.437012
	Iteration 351Q: 3 clusters Score -8891313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -8891312.000000 Penalty: 5340.437012
	Iteration 352Q: 3 clusters Score -8891312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -8891304.000000 Penalty: 5340.437012
	Iteration 353Q: 3 clusters Score -8891304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -8891305.000000 Penalty: 5340.437012
	Iteration 354Q: 3 clusters Score -8891305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -8891304.000000 Penalty: 5340.437012
	Iteration 355Q: 3 clusters Score -8891304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8891308.000000 Penalty: 5340.437012
	Iteration 356Q: 3 clusters Score -8891308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -8891303.000000 Penalty: 5340.437012
	Iteration 357Q: 3 clusters Score -8891303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -8891309.000000 Penalty: 5340.437012
	Iteration 358Q: 3 clusters Score -8891309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8891312.000000 Penalty: 5340.437012
	Iteration 359Q: 3 clusters Score -8891312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -8891311.000000 Penalty: 5340.437012
	Iteration 360F: 3 clusters Score -8891311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -8891305.000000 Penalty: 5340.437012
	Iteration 361Q: 3 clusters Score -8891305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -8891309.000000 Penalty: 5340.437012
	Iteration 362Q: 3 clusters Score -8891309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -8891307.000000 Penalty: 5340.437012
	Iteration 363Q: 3 clusters Score -8891307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -8891316.000000 Penalty: 5340.437012
	Iteration 364Q: 3 clusters Score -8891316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -8891318.000000 Penalty: 5340.437012
	Iteration 365Q: 3 clusters Score -8891318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -8891314.000000 Penalty: 5340.437012
	Iteration 366Q: 3 clusters Score -8891314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8891327.000000 Penalty: 5340.437012
	Iteration 367Q: 3 clusters Score -8891327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -8891323.000000 Penalty: 5340.437012
	Iteration 368Q: 3 clusters Score -8891323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -8891321.000000 Penalty: 5340.437012
	Iteration 369Q: 3 clusters Score -8891321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -8891322.000000 Penalty: 5340.437012
	Iteration 370Q: 3 clusters Score -8891322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8891318.000000 Penalty: 5340.437012
	Iteration 371Q: 3 clusters Score -8891318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -8891319.000000 Penalty: 5340.437012
	Iteration 372Q: 3 clusters Score -8891319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -8891312.000000 Penalty: 5340.437012
	Iteration 373Q: 3 clusters Score -8891312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -8891312.000000 Penalty: 5340.437012
	Iteration 374Q: 3 clusters Score -8891312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8891321.000000 Penalty: 5340.437012
	Iteration 375Q: 3 clusters Score -8891321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -8891323.000000 Penalty: 5340.437012
	Iteration 376Q: 3 clusters Score -8891323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -8891326.000000 Penalty: 5340.437012
	Iteration 377Q: 3 clusters Score -8891326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8891342.000000 Penalty: 5340.437012
	Iteration 378Q: 3 clusters Score -8891342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8891330.000000 Penalty: 5340.437012
	Iteration 379Q: 3 clusters Score -8891330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -8891344.000000 Penalty: 5340.437012
	Iteration 380F: 3 clusters Score -8891344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8891337.000000 Penalty: 5340.437012
	Iteration 381Q: 3 clusters Score -8891337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8891337.000000 Penalty: 5340.437012
	Iteration 382Q: 3 clusters Score -8891337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8891339.000000 Penalty: 5340.437012
	Iteration 383Q: 3 clusters Score -8891339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -8891338.000000 Penalty: 5340.437012
	Iteration 384Q: 3 clusters Score -8891338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8891337.000000 Penalty: 5340.437012
	Iteration 385Q: 3 clusters Score -8891337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -8891336.000000 Penalty: 5340.437012
	Iteration 386Q: 3 clusters Score -8891336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -8891342.000000 Penalty: 5340.437012
	Iteration 387Q: 3 clusters Score -8891342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -8891338.000000 Penalty: 5340.437012
	Iteration 388Q: 3 clusters Score -8891338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8891340.000000 Penalty: 5340.437012
	Iteration 389Q: 3 clusters Score -8891340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -8891342.000000 Penalty: 5340.437012
	Iteration 390Q: 3 clusters Score -8891342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8891346.000000 Penalty: 5340.437012
	Iteration 391Q: 3 clusters Score -8891346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -8891337.000000 Penalty: 5340.437012
	Iteration 392Q: 3 clusters Score -8891337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -8891337.000000 Penalty: 5340.437012
	Iteration 393F: 3 clusters Score -8891337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24203.839844 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24203.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -24523.568359 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24523.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24634.138672 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -24634.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24671.226562 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24671.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24683.740234 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24683.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24685.103516 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24685.103516 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -24685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Entering Unmasked Estep 
Score: -6495157.000000 Penalty: 2592.678955
	Iteration 0F: 2 clusters Score -6495157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6471667.500000 Penalty: 5185.357910
	Iteration 0F: 3 clusters Score -6471668 nChanged 15694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -6480247.500000 Penalty: 5185.357910
	Iteration 1F: 3 clusters Score -6480248 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -6480736.000000 Penalty: 5185.357910
	Iteration 2Q: 3 clusters Score -6480736 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -6481332.500000 Penalty: 5185.357910
	Iteration 3Q: 3 clusters Score -6481332 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6482125.000000 Penalty: 5185.357910
	Iteration 4Q: 3 clusters Score -6482125 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -6483070.500000 Penalty: 5185.357910
	Iteration 5Q: 3 clusters Score -6483070 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -6484191.000000 Penalty: 5185.357910
	Iteration 6Q: 3 clusters Score -6484191 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -6485376.500000 Penalty: 5185.357910
	Iteration 7Q: 3 clusters Score -6485376 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -6486484.500000 Penalty: 5185.357910
	Iteration 8Q: 3 clusters Score -6486484 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6487514.500000 Penalty: 5185.357910
	Iteration 9Q: 3 clusters Score -6487514 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -6488607.000000 Penalty: 5185.357910
	Iteration 10Q: 3 clusters Score -6488607 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -6489555.000000 Penalty: 5185.357910
	Iteration 11Q: 3 clusters Score -6489555 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -6490320.500000 Penalty: 5185.357910
	Iteration 12Q: 3 clusters Score -6490320 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -6490762.500000 Penalty: 5185.357910
	Iteration 13Q: 3 clusters Score -6490762 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -6491017.500000 Penalty: 5185.357910
	Iteration 14Q: 3 clusters Score -6491018 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -6491178.000000 Penalty: 5185.357910
	Iteration 15Q: 3 clusters Score -6491178 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -6491280.500000 Penalty: 5185.357910
	Iteration 16Q: 3 clusters Score -6491280 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -6491369.000000 Penalty: 5185.357910
	Iteration 17Q: 3 clusters Score -6491369 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -6491467.000000 Penalty: 5185.357910
	Iteration 18Q: 3 clusters Score -6491467 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -6491549.500000 Penalty: 5185.357910
	Iteration 19Q: 3 clusters Score -6491550 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -6491644.500000 Penalty: 5185.357910
	Iteration 20F: 3 clusters Score -6491644 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -6491747.500000 Penalty: 5185.357910
	Iteration 21Q: 3 clusters Score -6491748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -6491873.500000 Penalty: 5185.357910
	Iteration 22Q: 3 clusters Score -6491874 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -6492014.500000 Penalty: 5185.357910
	Iteration 23Q: 3 clusters Score -6492014 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -6492124.000000 Penalty: 5185.357910
	Iteration 24Q: 3 clusters Score -6492124 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -6492242.000000 Penalty: 5185.357910
	Iteration 25Q: 3 clusters Score -6492242 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6492392.000000 Penalty: 5185.357910
	Iteration 26Q: 3 clusters Score -6492392 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -6492577.000000 Penalty: 5185.357910
	Iteration 27Q: 3 clusters Score -6492577 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -6492681.500000 Penalty: 5185.357910
	Iteration 28Q: 3 clusters Score -6492682 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -6492805.000000 Penalty: 5185.357910
	Iteration 29Q: 3 clusters Score -6492805 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -6492933.500000 Penalty: 5185.357910
	Iteration 30Q: 3 clusters Score -6492934 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -6492999.500000 Penalty: 5185.357910
	Iteration 31Q: 3 clusters Score -6493000 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6493049.500000 Penalty: 5185.357910
	Iteration 32Q: 3 clusters Score -6493050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -6493076.000000 Penalty: 5185.357910
	Iteration 33Q: 3 clusters Score -6493076 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -6493100.000000 Penalty: 5185.357910
	Iteration 34Q: 3 clusters Score -6493100 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -6493117.500000 Penalty: 5185.357910
	Iteration 35Q: 3 clusters Score -6493118 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -6493140.000000 Penalty: 5185.357910
	Iteration 36Q: 3 clusters Score -6493140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -6493153.500000 Penalty: 5185.357910
	Iteration 37Q: 3 clusters Score -6493154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -6493182.500000 Penalty: 5185.357910
	Iteration 38Q: 3 clusters Score -6493182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6493191.500000 Penalty: 5185.357910
	Iteration 39Q: 3 clusters Score -6493192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -6493215.000000 Penalty: 5185.357910
	Iteration 40F: 3 clusters Score -6493215 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -6493261.500000 Penalty: 5185.357910
	Iteration 41Q: 3 clusters Score -6493262 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -6493270.000000 Penalty: 5185.357910
	Iteration 42Q: 3 clusters Score -6493270 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -6493267.500000 Penalty: 5185.357910
	Iteration 43Q: 3 clusters Score -6493268 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -6493273.500000 Penalty: 5185.357910
	Iteration 44Q: 3 clusters Score -6493274 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -6493296.500000 Penalty: 5185.357910
	Iteration 45Q: 3 clusters Score -6493296 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -6493305.500000 Penalty: 5185.357910
	Iteration 46Q: 3 clusters Score -6493306 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6493335.500000 Penalty: 5185.357910
	Iteration 47Q: 3 clusters Score -6493336 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -6493351.500000 Penalty: 5185.357910
	Iteration 48Q: 3 clusters Score -6493352 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -6493369.500000 Penalty: 5185.357910
	Iteration 49Q: 3 clusters Score -6493370 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -6493379.500000 Penalty: 5185.357910
	Iteration 50Q: 3 clusters Score -6493380 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -6493385.000000 Penalty: 5185.357910
	Iteration 51Q: 3 clusters Score -6493385 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -6493400.000000 Penalty: 5185.357910
	Iteration 52Q: 3 clusters Score -6493400 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -6493427.500000 Penalty: 5185.357910
	Iteration 53Q: 3 clusters Score -6493428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -6493463.500000 Penalty: 5185.357910
	Iteration 54Q: 3 clusters Score -6493464 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -6493482.000000 Penalty: 5185.357910
	Iteration 55Q: 3 clusters Score -6493482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -6493513.500000 Penalty: 5185.357910
	Iteration 56Q: 3 clusters Score -6493514 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -6493526.000000 Penalty: 5185.357910
	Iteration 57Q: 3 clusters Score -6493526 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -6493536.000000 Penalty: 5185.357910
	Iteration 58Q: 3 clusters Score -6493536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -6493559.000000 Penalty: 5185.357910
	Iteration 59Q: 3 clusters Score -6493559 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -6493566.000000 Penalty: 5185.357910
	Iteration 60F: 3 clusters Score -6493566 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -6493602.000000 Penalty: 5185.357910
	Iteration 61Q: 3 clusters Score -6493602 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -6493624.000000 Penalty: 5185.357910
	Iteration 62Q: 3 clusters Score -6493624 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -6493658.500000 Penalty: 5185.357910
	Iteration 63Q: 3 clusters Score -6493658 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -6493679.500000 Penalty: 5185.357910
	Iteration 64Q: 3 clusters Score -6493680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6493685.500000 Penalty: 5185.357910
	Iteration 65Q: 3 clusters Score -6493686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6493701.000000 Penalty: 5185.357910
	Iteration 66Q: 3 clusters Score -6493701 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6493718.500000 Penalty: 5185.357910
	Iteration 67Q: 3 clusters Score -6493718 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -6493737.500000 Penalty: 5185.357910
	Iteration 68Q: 3 clusters Score -6493738 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6493755.000000 Penalty: 5185.357910
	Iteration 69Q: 3 clusters Score -6493755 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -6493775.500000 Penalty: 5185.357910
	Iteration 70Q: 3 clusters Score -6493776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -6493775.500000 Penalty: 5185.357910
	Iteration 71Q: 3 clusters Score -6493776 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -6493786.500000 Penalty: 5185.357910
	Iteration 72Q: 3 clusters Score -6493786 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -6493788.000000 Penalty: 5185.357910
	Iteration 73Q: 3 clusters Score -6493788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -6493795.500000 Penalty: 5185.357910
	Iteration 74Q: 3 clusters Score -6493796 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -6493798.500000 Penalty: 5185.357910
	Iteration 75Q: 3 clusters Score -6493798 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -6493822.000000 Penalty: 5185.357910
	Iteration 76Q: 3 clusters Score -6493822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6493822.000000 Penalty: 5185.357910
	Iteration 77Q: 3 clusters Score -6493822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -6493825.000000 Penalty: 5185.357910
	Iteration 78Q: 3 clusters Score -6493825 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -6493862.000000 Penalty: 5185.357910
	Iteration 79Q: 3 clusters Score -6493862 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -6493864.500000 Penalty: 5185.357910
	Iteration 80F: 3 clusters Score -6493864 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6493871.500000 Penalty: 5185.357910
	Iteration 81Q: 3 clusters Score -6493872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -6493881.000000 Penalty: 5185.357910
	Iteration 82Q: 3 clusters Score -6493881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6493903.500000 Penalty: 5185.357910
	Iteration 83Q: 3 clusters Score -6493904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -6493900.000000 Penalty: 5185.357910
	Iteration 84Q: 3 clusters Score -6493900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -6493910.000000 Penalty: 5185.357910
	Iteration 85Q: 3 clusters Score -6493910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -6493903.500000 Penalty: 5185.357910
	Iteration 86Q: 3 clusters Score -6493904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -6493922.500000 Penalty: 5185.357910
	Iteration 87Q: 3 clusters Score -6493922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6493920.500000 Penalty: 5185.357910
	Iteration 88Q: 3 clusters Score -6493920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -6493914.000000 Penalty: 5185.357910
	Iteration 89Q: 3 clusters Score -6493914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6493919.500000 Penalty: 5185.357910
	Iteration 90Q: 3 clusters Score -6493920 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -6493911.000000 Penalty: 5185.357910
	Iteration 91Q: 3 clusters Score -6493911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -6493909.500000 Penalty: 5185.357910
	Iteration 92Q: 3 clusters Score -6493910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6493919.000000 Penalty: 5185.357910
	Iteration 93Q: 3 clusters Score -6493919 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -6493931.000000 Penalty: 5185.357910
	Iteration 94Q: 3 clusters Score -6493931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6493939.000000 Penalty: 5185.357910
	Iteration 95Q: 3 clusters Score -6493939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -6493929.000000 Penalty: 5185.357910
	Iteration 96Q: 3 clusters Score -6493929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6493927.500000 Penalty: 5185.357910
	Iteration 97Q: 3 clusters Score -6493928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6493937.000000 Penalty: 5185.357910
	Iteration 98Q: 3 clusters Score -6493937 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6493945.000000 Penalty: 5185.357910
	Iteration 99Q: 3 clusters Score -6493945 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -6493961.500000 Penalty: 5185.357910
	Iteration 100F: 3 clusters Score -6493962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6493966.000000 Penalty: 5185.357910
	Iteration 101Q: 3 clusters Score -6493966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -6493962.000000 Penalty: 5185.357910
	Iteration 102Q: 3 clusters Score -6493962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -6493959.000000 Penalty: 5185.357910
	Iteration 103Q: 3 clusters Score -6493959 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -6493970.000000 Penalty: 5185.357910
	Iteration 104Q: 3 clusters Score -6493970 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -6493988.500000 Penalty: 5185.357910
	Iteration 105Q: 3 clusters Score -6493988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -6494016.000000 Penalty: 5185.357910
	Iteration 106Q: 3 clusters Score -6494016 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -6494018.500000 Penalty: 5185.357910
	Iteration 107Q: 3 clusters Score -6494018 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -6494007.000000 Penalty: 5185.357910
	Iteration 108Q: 3 clusters Score -6494007 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -6494023.000000 Penalty: 5185.357910
	Iteration 109Q: 3 clusters Score -6494023 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6494032.500000 Penalty: 5185.357910
	Iteration 110Q: 3 clusters Score -6494032 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -6494020.000000 Penalty: 5185.357910
	Iteration 111Q: 3 clusters Score -6494020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -6494052.500000 Penalty: 5185.357910
	Iteration 112Q: 3 clusters Score -6494052 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -6494064.500000 Penalty: 5185.357910
	Iteration 113Q: 3 clusters Score -6494064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6494075.000000 Penalty: 5185.357910
	Iteration 114Q: 3 clusters Score -6494075 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -6494080.000000 Penalty: 5185.357910
	Iteration 115Q: 3 clusters Score -6494080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6494081.500000 Penalty: 5185.357910
	Iteration 116Q: 3 clusters Score -6494082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6494087.500000 Penalty: 5185.357910
	Iteration 117Q: 3 clusters Score -6494088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -6494076.500000 Penalty: 5185.357910
	Iteration 118Q: 3 clusters Score -6494076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6494079.000000 Penalty: 5185.357910
	Iteration 119Q: 3 clusters Score -6494079 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6494100.500000 Penalty: 5185.357910
	Iteration 120F: 3 clusters Score -6494100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -6494108.500000 Penalty: 5185.357910
	Iteration 121Q: 3 clusters Score -6494108 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -6494120.500000 Penalty: 5185.357910
	Iteration 122Q: 3 clusters Score -6494120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -6494109.000000 Penalty: 5185.357910
	Iteration 123Q: 3 clusters Score -6494109 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -6494098.500000 Penalty: 5185.357910
	Iteration 124Q: 3 clusters Score -6494098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -6494103.000000 Penalty: 5185.357910
	Iteration 125Q: 3 clusters Score -6494103 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 26667 members 
Entering Unmasked Estep 
Score: -6494100.500000 Penalty: 5185.357910
	Iteration 126Q: 3 clusters Score -6494100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6494112.000000 Penalty: 5185.357910
	Iteration 127Q: 3 clusters Score -6494112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -6494110.500000 Penalty: 5185.357910
	Iteration 128Q: 3 clusters Score -6494110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -6494122.000000 Penalty: 5185.357910
	Iteration 129Q: 3 clusters Score -6494122 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -6494121.500000 Penalty: 5185.357910
	Iteration 130Q: 3 clusters Score -6494122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -6494108.000000 Penalty: 5185.357910
	Iteration 131Q: 3 clusters Score -6494108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6494111.500000 Penalty: 5185.357910
	Iteration 132Q: 3 clusters Score -6494112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -6494106.000000 Penalty: 5185.357910
	Iteration 133Q: 3 clusters Score -6494106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -6494108.000000 Penalty: 5185.357910
	Iteration 134Q: 3 clusters Score -6494108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -6494104.500000 Penalty: 5185.357910
	Iteration 135Q: 3 clusters Score -6494104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -6494095.500000 Penalty: 5185.357910
	Iteration 136Q: 3 clusters Score -6494096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -6494092.500000 Penalty: 5185.357910
	Iteration 137Q: 3 clusters Score -6494092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -6494096.500000 Penalty: 5185.357910
	Iteration 138Q: 3 clusters Score -6494096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -6494102.000000 Penalty: 5185.357910
	Iteration 139Q: 3 clusters Score -6494102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6494096.500000 Penalty: 5185.357910
	Iteration 140F: 3 clusters Score -6494096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -6494103.500000 Penalty: 5185.357910
	Iteration 141Q: 3 clusters Score -6494104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -6494106.500000 Penalty: 5185.357910
	Iteration 142Q: 3 clusters Score -6494106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6494099.000000 Penalty: 5185.357910
	Iteration 143Q: 3 clusters Score -6494099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -6494110.500000 Penalty: 5185.357910
	Iteration 144Q: 3 clusters Score -6494110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -6494101.000000 Penalty: 5185.357910
	Iteration 145Q: 3 clusters Score -6494101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -6494106.000000 Penalty: 5185.357910
	Iteration 146Q: 3 clusters Score -6494106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -6494105.000000 Penalty: 5185.357910
	Iteration 147Q: 3 clusters Score -6494105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -6494102.500000 Penalty: 5185.357910
	Iteration 148Q: 3 clusters Score -6494102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27228 members 
Entering Unmasked Estep 
Score: -6494094.000000 Penalty: 5185.357910
	Iteration 149Q: 3 clusters Score -6494094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -6494096.500000 Penalty: 5185.357910
	Iteration 150Q: 3 clusters Score -6494096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -6494094.500000 Penalty: 5185.357910
	Iteration 151Q: 3 clusters Score -6494094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -6494096.500000 Penalty: 5185.357910
	Iteration 152Q: 3 clusters Score -6494096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -6494097.500000 Penalty: 5185.357910
	Iteration 153Q: 3 clusters Score -6494098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6494100.000000 Penalty: 5185.357910
	Iteration 154Q: 3 clusters Score -6494100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6494097.500000 Penalty: 5185.357910
	Iteration 155Q: 3 clusters Score -6494098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6494099.500000 Penalty: 5185.357910
	Iteration 156Q: 3 clusters Score -6494100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6494092.500000 Penalty: 5185.357910
	Iteration 157Q: 3 clusters Score -6494092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -6494096.000000 Penalty: 5185.357910
	Iteration 158Q: 3 clusters Score -6494096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -6494100.000000 Penalty: 5185.357910
	Iteration 159Q: 3 clusters Score -6494100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6494104.500000 Penalty: 5185.357910
	Iteration 160F: 3 clusters Score -6494104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6494102.000000 Penalty: 5185.357910
	Iteration 161Q: 3 clusters Score -6494102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6494108.000000 Penalty: 5185.357910
	Iteration 162Q: 3 clusters Score -6494108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -6494103.000000 Penalty: 5185.357910
	Iteration 163Q: 3 clusters Score -6494103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -6494110.500000 Penalty: 5185.357910
	Iteration 164Q: 3 clusters Score -6494110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6494098.500000 Penalty: 5185.357910
	Iteration 165Q: 3 clusters Score -6494098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -6494112.500000 Penalty: 5185.357910
	Iteration 166Q: 3 clusters Score -6494112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -6494100.000000 Penalty: 5185.357910
	Iteration 167Q: 3 clusters Score -6494100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -6494111.000000 Penalty: 5185.357910
	Iteration 168Q: 3 clusters Score -6494111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -6494116.000000 Penalty: 5185.357910
	Iteration 169Q: 3 clusters Score -6494116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -6494105.500000 Penalty: 5185.357910
	Iteration 170Q: 3 clusters Score -6494106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -6494113.000000 Penalty: 5185.357910
	Iteration 171Q: 3 clusters Score -6494113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6494111.000000 Penalty: 5185.357910
	Iteration 172Q: 3 clusters Score -6494111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6494105.000000 Penalty: 5185.357910
	Iteration 173Q: 3 clusters Score -6494105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6494114.500000 Penalty: 5185.357910
	Iteration 174Q: 3 clusters Score -6494114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6494126.500000 Penalty: 5185.357910
	Iteration 175Q: 3 clusters Score -6494126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -6494114.500000 Penalty: 5185.357910
	Iteration 176Q: 3 clusters Score -6494114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -6494112.000000 Penalty: 5185.357910
	Iteration 177Q: 3 clusters Score -6494112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -6494115.000000 Penalty: 5185.357910
	Iteration 178Q: 3 clusters Score -6494115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6494120.000000 Penalty: 5185.357910
	Iteration 179Q: 3 clusters Score -6494120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6494126.000000 Penalty: 5185.357910
	Iteration 180F: 3 clusters Score -6494126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -6494120.000000 Penalty: 5185.357910
	Iteration 181Q: 3 clusters Score -6494120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -6494128.500000 Penalty: 5185.357910
	Iteration 182Q: 3 clusters Score -6494128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -6494121.000000 Penalty: 5185.357910
	Iteration 183Q: 3 clusters Score -6494121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -6494121.500000 Penalty: 5185.357910
	Iteration 184Q: 3 clusters Score -6494122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -6494137.500000 Penalty: 5185.357910
	Iteration 185Q: 3 clusters Score -6494138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -6494139.500000 Penalty: 5185.357910
	Iteration 186Q: 3 clusters Score -6494140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -6494133.000000 Penalty: 5185.357910
	Iteration 187Q: 3 clusters Score -6494133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6494146.500000 Penalty: 5185.357910
	Iteration 188Q: 3 clusters Score -6494146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -6494142.500000 Penalty: 5185.357910
	Iteration 189Q: 3 clusters Score -6494142 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6494138.500000 Penalty: 5185.357910
	Iteration 190Q: 3 clusters Score -6494138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -6494155.500000 Penalty: 5185.357910
	Iteration 191Q: 3 clusters Score -6494156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -6494154.500000 Penalty: 5185.357910
	Iteration 192Q: 3 clusters Score -6494154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6494153.500000 Penalty: 5185.357910
	Iteration 193Q: 3 clusters Score -6494154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -6494156.000000 Penalty: 5185.357910
	Iteration 194Q: 3 clusters Score -6494156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -6494140.000000 Penalty: 5185.357910
	Iteration 195Q: 3 clusters Score -6494140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -6494142.000000 Penalty: 5185.357910
	Iteration 196Q: 3 clusters Score -6494142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -6494148.500000 Penalty: 5185.357910
	Iteration 197Q: 3 clusters Score -6494148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -6494143.000000 Penalty: 5185.357910
	Iteration 198Q: 3 clusters Score -6494143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6494126.500000 Penalty: 5185.357910
	Iteration 199Q: 3 clusters Score -6494126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6494140.000000 Penalty: 5185.357910
	Iteration 200F: 3 clusters Score -6494140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -6494149.500000 Penalty: 5185.357910
	Iteration 201Q: 3 clusters Score -6494150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -6494163.000000 Penalty: 5185.357910
	Iteration 202Q: 3 clusters Score -6494163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6494161.500000 Penalty: 5185.357910
	Iteration 203Q: 3 clusters Score -6494162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -6494156.000000 Penalty: 5185.357910
	Iteration 204Q: 3 clusters Score -6494156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -6494155.000000 Penalty: 5185.357910
	Iteration 205Q: 3 clusters Score -6494155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -6494158.500000 Penalty: 5185.357910
	Iteration 206Q: 3 clusters Score -6494158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -6494169.500000 Penalty: 5185.357910
	Iteration 207Q: 3 clusters Score -6494170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -6494182.000000 Penalty: 5185.357910
	Iteration 208Q: 3 clusters Score -6494182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -6494166.500000 Penalty: 5185.357910
	Iteration 209Q: 3 clusters Score -6494166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6494167.500000 Penalty: 5185.357910
	Iteration 210Q: 3 clusters Score -6494168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -6494161.500000 Penalty: 5185.357910
	Iteration 211Q: 3 clusters Score -6494162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -6494168.500000 Penalty: 5185.357910
	Iteration 212Q: 3 clusters Score -6494168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -6494166.500000 Penalty: 5185.357910
	Iteration 213Q: 3 clusters Score -6494166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -6494166.500000 Penalty: 5185.357910
	Iteration 214Q: 3 clusters Score -6494166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6494163.500000 Penalty: 5185.357910
	Iteration 215Q: 3 clusters Score -6494164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -6494163.500000 Penalty: 5185.357910
	Iteration 216F: 3 clusters Score -6494164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 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 293 members 
Entering Unmasked Estep 
Score: -84278.171875 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84278.17 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84636.796875 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84636.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84798.664062 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84798.66 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -84890.078125 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -84890.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -84973.265625 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -84973.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -85063.757812 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85063.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85165.429688 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85165.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85200.609375 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85200.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85216.140625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85216.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85240.078125 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85240.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85258.109375 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85258.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -85277.304688 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85277.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85278.921875 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85278.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -85284.437500 Penalty: 3192.330566
	Iteration 13F: 3 clusters Score -85284.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -85306.492188 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -85306.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85321.984375 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -85321.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85325.820312 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -85325.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85327.187500 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -85327.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85332.890625 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -85332.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85336.804688 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -85336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -85336.804688 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -85336.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -133890.484375 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -133890.5 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 399 members 
Entering Unmasked Estep 
Score: -132195.437500 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -132195.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -132659.156250 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -132659.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -132842.593750 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -132842.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -132936.781250 Penalty: 3302.373535
	Iteration 3Q: 3 clusters Score -132936.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -133049.390625 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -133049.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -133167.265625 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -133167.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -133267.734375 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -133267.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -133313.671875 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -133313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133324.890625 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -133324.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133334.390625 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -133334.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133338.828125 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -133338.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133345.031250 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -133345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133359.250000 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -133359.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -133366.843750 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -133366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -133368.171875 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -133368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133372.234375 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -133372.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -133375.890625 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -133375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133378.500000 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -133378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -133378.500000 Penalty: 3302.373535
	Iteration 18F: 3 clusters Score -133378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Entering Unmasked Estep 
Score: -4851390.000000 Penalty: 2520.127686
	Iteration 0F: 2 clusters Score -4851390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4833380.500000 Penalty: 5040.255371
	Iteration 0F: 3 clusters Score -4833380 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -4839692.000000 Penalty: 5040.255371
	Iteration 1F: 3 clusters Score -4839692 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -4840141.500000 Penalty: 5040.255371
	Iteration 2F: 3 clusters Score -4840142 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -4840575.500000 Penalty: 5040.255371
	Iteration 3Q: 3 clusters Score -4840576 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4841058.500000 Penalty: 5040.255371
	Iteration 4Q: 3 clusters Score -4841058 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -4841773.000000 Penalty: 5040.255371
	Iteration 5F: 3 clusters Score -4841773 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -4842805.500000 Penalty: 5040.255371
	Iteration 6F: 3 clusters Score -4842806 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4844221.500000 Penalty: 5040.255371
	Iteration 7F: 3 clusters Score -4844222 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4845967.000000 Penalty: 5040.255371
	Iteration 8F: 3 clusters Score -4845967 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -4847430.500000 Penalty: 5040.255371
	Iteration 9F: 3 clusters Score -4847430 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -4848334.000000 Penalty: 5040.255371
	Iteration 10Q: 3 clusters Score -4848334 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4848764.500000 Penalty: 5040.255371
	Iteration 11Q: 3 clusters Score -4848764 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4848974.500000 Penalty: 5040.255371
	Iteration 12Q: 3 clusters Score -4848974 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4849088.500000 Penalty: 5040.255371
	Iteration 13Q: 3 clusters Score -4849088 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -4849145.500000 Penalty: 5040.255371
	Iteration 14Q: 3 clusters Score -4849146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -4849182.000000 Penalty: 5040.255371
	Iteration 15Q: 3 clusters Score -4849182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4849210.500000 Penalty: 5040.255371
	Iteration 16Q: 3 clusters Score -4849210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -4849234.500000 Penalty: 5040.255371
	Iteration 17Q: 3 clusters Score -4849234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -4849248.000000 Penalty: 5040.255371
	Iteration 18Q: 3 clusters Score -4849248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -4849258.000000 Penalty: 5040.255371
	Iteration 19Q: 3 clusters Score -4849258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4849260.500000 Penalty: 5040.255371
	Iteration 20F: 3 clusters Score -4849260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -4849264.000000 Penalty: 5040.255371
	Iteration 21Q: 3 clusters Score -4849264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4849265.500000 Penalty: 5040.255371
	Iteration 22Q: 3 clusters Score -4849266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4849265.500000 Penalty: 5040.255371
	Iteration 23F: 3 clusters Score -4849266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46885 members 
Entering Unmasked Estep 
Score: -8827123.000000 Penalty: 2667.352295
	Iteration 0F: 2 clusters Score -8827123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -8797128.000000 Penalty: 5334.704590
	Iteration 0F: 3 clusters Score -8797128 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -8809108.000000 Penalty: 5334.704590
	Iteration 1F: 3 clusters Score -8809108 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8809656.000000 Penalty: 5334.704590
	Iteration 2Q: 3 clusters Score -8809656 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -8810429.000000 Penalty: 5334.704590
	Iteration 3Q: 3 clusters Score -8810429 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8811433.000000 Penalty: 5334.704590
	Iteration 4Q: 3 clusters Score -8811433 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8813155.000000 Penalty: 5334.704590
	Iteration 5F: 3 clusters Score -8813155 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -8816208.000000 Penalty: 5334.704590
	Iteration 6F: 3 clusters Score -8816208 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8819639.000000 Penalty: 5334.704590
	Iteration 7F: 3 clusters Score -8819639 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8821931.000000 Penalty: 5334.704590
	Iteration 8F: 3 clusters Score -8821931 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -8822776.000000 Penalty: 5334.704590
	Iteration 9Q: 3 clusters Score -8822776 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -8823285.000000 Penalty: 5334.704590
	Iteration 10Q: 3 clusters Score -8823285 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -8823622.000000 Penalty: 5334.704590
	Iteration 11Q: 3 clusters Score -8823622 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8823889.000000 Penalty: 5334.704590
	Iteration 12Q: 3 clusters Score -8823889 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -8824103.000000 Penalty: 5334.704590
	Iteration 13Q: 3 clusters Score -8824103 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -8824188.000000 Penalty: 5334.704590
	Iteration 14Q: 3 clusters Score -8824188 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -8824265.000000 Penalty: 5334.704590
	Iteration 15Q: 3 clusters Score -8824265 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -8824283.000000 Penalty: 5334.704590
	Iteration 16Q: 3 clusters Score -8824283 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -8824294.000000 Penalty: 5334.704590
	Iteration 17Q: 3 clusters Score -8824294 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -8824247.000000 Penalty: 5334.704590
	Iteration 18Q: 3 clusters Score -8824247 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -8824180.000000 Penalty: 5334.704590
	Iteration 19Q: 3 clusters Score -8824180 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -8824217.000000 Penalty: 5334.704590
	Iteration 20F: 3 clusters Score -8824217 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8824196.000000 Penalty: 5334.704590
	Iteration 21Q: 3 clusters Score -8824196 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -8824192.000000 Penalty: 5334.704590
	Iteration 22Q: 3 clusters Score -8824192 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -8824166.000000 Penalty: 5334.704590
	Iteration 23Q: 3 clusters Score -8824166 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -8824137.000000 Penalty: 5334.704590
	Iteration 24Q: 3 clusters Score -8824137 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -8824174.000000 Penalty: 5334.704590
	Iteration 25Q: 3 clusters Score -8824174 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -8824250.000000 Penalty: 5334.704590
	Iteration 26Q: 3 clusters Score -8824250 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -8824235.000000 Penalty: 5334.704590
	Iteration 27Q: 3 clusters Score -8824235 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -8824211.000000 Penalty: 5334.704590
	Iteration 28Q: 3 clusters Score -8824211 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -8824160.000000 Penalty: 5334.704590
	Iteration 29Q: 3 clusters Score -8824160 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -8824201.000000 Penalty: 5334.704590
	Iteration 30Q: 3 clusters Score -8824201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -8824216.000000 Penalty: 5334.704590
	Iteration 31Q: 3 clusters Score -8824216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8824204.000000 Penalty: 5334.704590
	Iteration 32Q: 3 clusters Score -8824204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -8824212.000000 Penalty: 5334.704590
	Iteration 33Q: 3 clusters Score -8824212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -8824185.000000 Penalty: 5334.704590
	Iteration 34Q: 3 clusters Score -8824185 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -8824220.000000 Penalty: 5334.704590
	Iteration 35Q: 3 clusters Score -8824220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -8824202.000000 Penalty: 5334.704590
	Iteration 36Q: 3 clusters Score -8824202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -8824191.000000 Penalty: 5334.704590
	Iteration 37Q: 3 clusters Score -8824191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -8824198.000000 Penalty: 5334.704590
	Iteration 38Q: 3 clusters Score -8824198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -8824203.000000 Penalty: 5334.704590
	Iteration 39Q: 3 clusters Score -8824203 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -8824221.000000 Penalty: 5334.704590
	Iteration 40F: 3 clusters Score -8824221 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8824240.000000 Penalty: 5334.704590
	Iteration 41Q: 3 clusters Score -8824240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -8824212.000000 Penalty: 5334.704590
	Iteration 42Q: 3 clusters Score -8824212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -8824206.000000 Penalty: 5334.704590
	Iteration 43Q: 3 clusters Score -8824206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -8824175.000000 Penalty: 5334.704590
	Iteration 44Q: 3 clusters Score -8824175 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -8824176.000000 Penalty: 5334.704590
	Iteration 45Q: 3 clusters Score -8824176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8824179.000000 Penalty: 5334.704590
	Iteration 46Q: 3 clusters Score -8824179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -8824178.000000 Penalty: 5334.704590
	Iteration 47Q: 3 clusters Score -8824178 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8824183.000000 Penalty: 5334.704590
	Iteration 48Q: 3 clusters Score -8824183 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -8824172.000000 Penalty: 5334.704590
	Iteration 49Q: 3 clusters Score -8824172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -8824129.000000 Penalty: 5334.704590
	Iteration 50Q: 3 clusters Score -8824129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -8824132.000000 Penalty: 5334.704590
	Iteration 51Q: 3 clusters Score -8824132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -8824121.000000 Penalty: 5334.704590
	Iteration 52Q: 3 clusters Score -8824121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8824138.000000 Penalty: 5334.704590
	Iteration 53Q: 3 clusters Score -8824138 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -8824138.000000 Penalty: 5334.704590
	Iteration 54Q: 3 clusters Score -8824138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8824154.000000 Penalty: 5334.704590
	Iteration 55Q: 3 clusters Score -8824154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -8824120.000000 Penalty: 5334.704590
	Iteration 56Q: 3 clusters Score -8824120 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -8824121.000000 Penalty: 5334.704590
	Iteration 57Q: 3 clusters Score -8824121 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -8824123.000000 Penalty: 5334.704590
	Iteration 58Q: 3 clusters Score -8824123 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -8824132.000000 Penalty: 5334.704590
	Iteration 59Q: 3 clusters Score -8824132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8824128.000000 Penalty: 5334.704590
	Iteration 60F: 3 clusters Score -8824128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -8824094.000000 Penalty: 5334.704590
	Iteration 61Q: 3 clusters Score -8824094 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -8824078.000000 Penalty: 5334.704590
	Iteration 62Q: 3 clusters Score -8824078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -8824062.000000 Penalty: 5334.704590
	Iteration 63Q: 3 clusters Score -8824062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -8824068.000000 Penalty: 5334.704590
	Iteration 64Q: 3 clusters Score -8824068 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -8824046.000000 Penalty: 5334.704590
	Iteration 65Q: 3 clusters Score -8824046 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -8823983.000000 Penalty: 5334.704590
	Iteration 66Q: 3 clusters Score -8823983 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -8823941.000000 Penalty: 5334.704590
	Iteration 67Q: 3 clusters Score -8823941 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8823958.000000 Penalty: 5334.704590
	Iteration 68Q: 3 clusters Score -8823958 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -8823918.000000 Penalty: 5334.704590
	Iteration 69Q: 3 clusters Score -8823918 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -8823934.000000 Penalty: 5334.704590
	Iteration 70Q: 3 clusters Score -8823934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8823898.000000 Penalty: 5334.704590
	Iteration 71Q: 3 clusters Score -8823898 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -8823906.000000 Penalty: 5334.704590
	Iteration 72Q: 3 clusters Score -8823906 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -8823909.000000 Penalty: 5334.704590
	Iteration 73Q: 3 clusters Score -8823909 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8823902.000000 Penalty: 5334.704590
	Iteration 74Q: 3 clusters Score -8823902 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -8823930.000000 Penalty: 5334.704590
	Iteration 75Q: 3 clusters Score -8823930 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -8823913.000000 Penalty: 5334.704590
	Iteration 76Q: 3 clusters Score -8823913 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -8823902.000000 Penalty: 5334.704590
	Iteration 77Q: 3 clusters Score -8823902 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8823893.000000 Penalty: 5334.704590
	Iteration 78Q: 3 clusters Score -8823893 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -8823840.000000 Penalty: 5334.704590
	Iteration 79Q: 3 clusters Score -8823840 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -8823880.000000 Penalty: 5334.704590
	Iteration 80F: 3 clusters Score -8823880 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -8824141.000000 Penalty: 5334.704590
	Iteration 81Q: 3 clusters Score -8824141 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -8824394.000000 Penalty: 5334.704590
	Iteration 82Q: 3 clusters Score -8824394 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8824650.000000 Penalty: 5334.704590
	Iteration 83Q: 3 clusters Score -8824650 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8824821.000000 Penalty: 5334.704590
	Iteration 84Q: 3 clusters Score -8824821 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8824916.000000 Penalty: 5334.704590
	Iteration 85Q: 3 clusters Score -8824916 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8825143.000000 Penalty: 5334.704590
	Iteration 86Q: 3 clusters Score -8825143 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8825207.000000 Penalty: 5334.704590
	Iteration 87Q: 3 clusters Score -8825207 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8825212.000000 Penalty: 5334.704590
	Iteration 88Q: 3 clusters Score -8825212 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8825195.000000 Penalty: 5334.704590
	Iteration 89Q: 3 clusters Score -8825195 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8825205.000000 Penalty: 5334.704590
	Iteration 90Q: 3 clusters Score -8825205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8825194.000000 Penalty: 5334.704590
	Iteration 91Q: 3 clusters Score -8825194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8825197.000000 Penalty: 5334.704590
	Iteration 92Q: 3 clusters Score -8825197 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8825214.000000 Penalty: 5334.704590
	Iteration 93Q: 3 clusters Score -8825214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8825231.000000 Penalty: 5334.704590
	Iteration 94Q: 3 clusters Score -8825231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8825237.000000 Penalty: 5334.704590
	Iteration 95Q: 3 clusters Score -8825237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8825256.000000 Penalty: 5334.704590
	Iteration 96Q: 3 clusters Score -8825256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8825260.000000 Penalty: 5334.704590
	Iteration 97Q: 3 clusters Score -8825260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8825282.000000 Penalty: 5334.704590
	Iteration 98Q: 3 clusters Score -8825282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8825267.000000 Penalty: 5334.704590
	Iteration 99Q: 3 clusters Score -8825267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8825276.000000 Penalty: 5334.704590
	Iteration 100F: 3 clusters Score -8825276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8825282.000000 Penalty: 5334.704590
	Iteration 101Q: 3 clusters Score -8825282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8825284.000000 Penalty: 5334.704590
	Iteration 102Q: 3 clusters Score -8825284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8825302.000000 Penalty: 5334.704590
	Iteration 103Q: 3 clusters Score -8825302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8825287.000000 Penalty: 5334.704590
	Iteration 104Q: 3 clusters Score -8825287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8825280.000000 Penalty: 5334.704590
	Iteration 105Q: 3 clusters Score -8825280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8825285.000000 Penalty: 5334.704590
	Iteration 106Q: 3 clusters Score -8825285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8825283.000000 Penalty: 5334.704590
	Iteration 107Q: 3 clusters Score -8825283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8825284.000000 Penalty: 5334.704590
	Iteration 108Q: 3 clusters Score -8825284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8825300.000000 Penalty: 5334.704590
	Iteration 109Q: 3 clusters Score -8825300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8825317.000000 Penalty: 5334.704590
	Iteration 110Q: 3 clusters Score -8825317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8825320.000000 Penalty: 5334.704590
	Iteration 111Q: 3 clusters Score -8825320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8825298.000000 Penalty: 5334.704590
	Iteration 112Q: 3 clusters Score -8825298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8825305.000000 Penalty: 5334.704590
	Iteration 113Q: 3 clusters Score -8825305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8825299.000000 Penalty: 5334.704590
	Iteration 114Q: 3 clusters Score -8825299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8825297.000000 Penalty: 5334.704590
	Iteration 115Q: 3 clusters Score -8825297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8825307.000000 Penalty: 5334.704590
	Iteration 116Q: 3 clusters Score -8825307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8825307.000000 Penalty: 5334.704590
	Iteration 117F: 3 clusters Score -8825307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194476.156250 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194476.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -195216.218750 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -195216.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195637.281250 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -195637.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195812.125000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -195812.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -195944.625000 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -195944.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -196055.093750 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -196055.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196104.687500 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -196104.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196123.281250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -196123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196129.671875 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -196129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -196140.781250 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -196140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -196149.171875 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -196149.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -196162.859375 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -196162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196165.781250 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -196165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196168.312500 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -196168.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196168.312500 Penalty: 3516.678223
	Iteration 14F: 3 clusters Score -196168.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Entering Unmasked Estep 
Score: -4388084.000000 Penalty: 2495.784668
	Iteration 0F: 2 clusters Score -4388084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -4371675.000000 Penalty: 4991.569336
	Iteration 0F: 3 clusters Score -4371675 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4377169.000000 Penalty: 4991.569336
	Iteration 1F: 3 clusters Score -4377169 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -4377588.000000 Penalty: 4991.569336
	Iteration 2Q: 3 clusters Score -4377588 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -4378022.000000 Penalty: 4991.569336
	Iteration 3Q: 3 clusters Score -4378022 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -4378443.500000 Penalty: 4991.569336
	Iteration 4Q: 3 clusters Score -4378444 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -4378978.000000 Penalty: 4991.569336
	Iteration 5Q: 3 clusters Score -4378978 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -4379730.000000 Penalty: 4991.569336
	Iteration 6F: 3 clusters Score -4379730 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -4380870.500000 Penalty: 4991.569336
	Iteration 7F: 3 clusters Score -4380870 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -4382338.000000 Penalty: 4991.569336
	Iteration 8F: 3 clusters Score -4382338 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4383795.500000 Penalty: 4991.569336
	Iteration 9F: 3 clusters Score -4383796 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4384852.000000 Penalty: 4991.569336
	Iteration 10Q: 3 clusters Score -4384852 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4385411.500000 Penalty: 4991.569336
	Iteration 11Q: 3 clusters Score -4385412 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -4385614.000000 Penalty: 4991.569336
	Iteration 12Q: 3 clusters Score -4385614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -4385717.500000 Penalty: 4991.569336
	Iteration 13Q: 3 clusters Score -4385718 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4385766.500000 Penalty: 4991.569336
	Iteration 14Q: 3 clusters Score -4385766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -4385789.000000 Penalty: 4991.569336
	Iteration 15Q: 3 clusters Score -4385789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -4385812.000000 Penalty: 4991.569336
	Iteration 16Q: 3 clusters Score -4385812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4385821.000000 Penalty: 4991.569336
	Iteration 17Q: 3 clusters Score -4385821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4385832.500000 Penalty: 4991.569336
	Iteration 18Q: 3 clusters Score -4385832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -4385846.500000 Penalty: 4991.569336
	Iteration 19Q: 3 clusters Score -4385846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -4385847.000000 Penalty: 4991.569336
	Iteration 20F: 3 clusters Score -4385847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4385848.500000 Penalty: 4991.569336
	Iteration 21Q: 3 clusters Score -4385848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4385848.500000 Penalty: 4991.569336
	Iteration 22Q: 3 clusters Score -4385848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4385848.500000 Penalty: 4991.569336
	Iteration 23F: 3 clusters Score -4385848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -371196.031250 Penalty: 1893.075684
	Iteration 0F: 2 clusters Score -371196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -368532.437500 Penalty: 3786.151367
	Iteration 0F: 3 clusters Score -368532.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -368979.531250 Penalty: 3786.151367
	Iteration 1F: 3 clusters Score -368979.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -369112.625000 Penalty: 3786.151367
	Iteration 2F: 3 clusters Score -369112.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -369171.750000 Penalty: 3786.151367
	Iteration 3Q: 3 clusters Score -369171.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -369224.218750 Penalty: 3786.151367
	Iteration 4Q: 3 clusters Score -369224.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -369275.687500 Penalty: 3786.151367
	Iteration 5Q: 3 clusters Score -369275.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -369314.750000 Penalty: 3786.151367
	Iteration 6Q: 3 clusters Score -369314.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -369342.437500 Penalty: 3786.151367
	Iteration 7Q: 3 clusters Score -369342.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -369365.343750 Penalty: 3786.151367
	Iteration 8Q: 3 clusters Score -369365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -369383.093750 Penalty: 3786.151367
	Iteration 9Q: 3 clusters Score -369383.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -369396.625000 Penalty: 3786.151367
	Iteration 10Q: 3 clusters Score -369396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -369404.437500 Penalty: 3786.151367
	Iteration 11Q: 3 clusters Score -369404.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -369414.312500 Penalty: 3786.151367
	Iteration 12Q: 3 clusters Score -369414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -369418.687500 Penalty: 3786.151367
	Iteration 13Q: 3 clusters Score -369418.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -369424.750000 Penalty: 3786.151367
	Iteration 14Q: 3 clusters Score -369424.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -369427.906250 Penalty: 3786.151367
	Iteration 15Q: 3 clusters Score -369427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -369433.468750 Penalty: 3786.151367
	Iteration 16Q: 3 clusters Score -369433.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -369435.968750 Penalty: 3786.151367
	Iteration 17Q: 3 clusters Score -369436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -369438.000000 Penalty: 3786.151367
	Iteration 18Q: 3 clusters Score -369438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -369439.937500 Penalty: 3786.151367
	Iteration 19Q: 3 clusters Score -369439.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -369441.093750 Penalty: 3786.151367
	Iteration 20F: 3 clusters Score -369441.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -369442.531250 Penalty: 3786.151367
	Iteration 21Q: 3 clusters Score -369442.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -369444.156250 Penalty: 3786.151367
	Iteration 22Q: 3 clusters Score -369444.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -369447.031250 Penalty: 3786.151367
	Iteration 23Q: 3 clusters Score -369447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -369448.062500 Penalty: 3786.151367
	Iteration 24Q: 3 clusters Score -369448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -369448.718750 Penalty: 3786.151367
	Iteration 25Q: 3 clusters Score -369448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -369449.531250 Penalty: 3786.151367
	Iteration 26Q: 3 clusters Score -369449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -369450.062500 Penalty: 3786.151367
	Iteration 27Q: 3 clusters Score -369450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -369450.687500 Penalty: 3786.151367
	Iteration 28Q: 3 clusters Score -369450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -369451.968750 Penalty: 3786.151367
	Iteration 29Q: 3 clusters Score -369452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -369452.375000 Penalty: 3786.151367
	Iteration 30Q: 3 clusters Score -369452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -369453.843750 Penalty: 3786.151367
	Iteration 31Q: 3 clusters Score -369453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -369455.562500 Penalty: 3786.151367
	Iteration 32Q: 3 clusters Score -369455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -369457.593750 Penalty: 3786.151367
	Iteration 33Q: 3 clusters Score -369457.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -369460.281250 Penalty: 3786.151367
	Iteration 34Q: 3 clusters Score -369460.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -369462.500000 Penalty: 3786.151367
	Iteration 35Q: 3 clusters Score -369462.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369468.062500 Penalty: 3786.151367
	Iteration 36Q: 3 clusters Score -369468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -369468.281250 Penalty: 3786.151367
	Iteration 37Q: 3 clusters Score -369468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -369470.406250 Penalty: 3786.151367
	Iteration 38Q: 3 clusters Score -369470.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -369472.750000 Penalty: 3786.151367
	Iteration 39Q: 3 clusters Score -369472.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -369475.718750 Penalty: 3786.151367
	Iteration 40F: 3 clusters Score -369475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -369477.406250 Penalty: 3786.151367
	Iteration 41Q: 3 clusters Score -369477.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -369479.375000 Penalty: 3786.151367
	Iteration 42Q: 3 clusters Score -369479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -369480.562500 Penalty: 3786.151367
	Iteration 43Q: 3 clusters Score -369480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -369480.562500 Penalty: 3786.151367
	Iteration 44F: 3 clusters Score -369480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (35879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Entering Unmasked Estep 
Score: -6714836.500000 Penalty: 2601.000977
	Iteration 0F: 2 clusters Score -6714836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -6690392.000000 Penalty: 5202.001953
	Iteration 0F: 3 clusters Score -6690392 nChanged 16219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -6699170.500000 Penalty: 5202.001953
	Iteration 1F: 3 clusters Score -6699170 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -6699620.000000 Penalty: 5202.001953
	Iteration 2Q: 3 clusters Score -6699620 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -6700033.000000 Penalty: 5202.001953
	Iteration 3Q: 3 clusters Score -6700033 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -6700456.000000 Penalty: 5202.001953
	Iteration 4Q: 3 clusters Score -6700456 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6701041.000000 Penalty: 5202.001953
	Iteration 5Q: 3 clusters Score -6701041 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -6701868.500000 Penalty: 5202.001953
	Iteration 6Q: 3 clusters Score -6701868 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -6702985.000000 Penalty: 5202.001953
	Iteration 7Q: 3 clusters Score -6702985 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -6704392.500000 Penalty: 5202.001953
	Iteration 8F: 3 clusters Score -6704392 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -6706127.500000 Penalty: 5202.001953
	Iteration 9F: 3 clusters Score -6706128 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -6708128.500000 Penalty: 5202.001953
	Iteration 10F: 3 clusters Score -6708128 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -6709855.500000 Penalty: 5202.001953
	Iteration 11F: 3 clusters Score -6709856 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -6711108.000000 Penalty: 5202.001953
	Iteration 12Q: 3 clusters Score -6711108 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -6711823.000000 Penalty: 5202.001953
	Iteration 13Q: 3 clusters Score -6711823 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -6712175.000000 Penalty: 5202.001953
	Iteration 14Q: 3 clusters Score -6712175 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -6712332.500000 Penalty: 5202.001953
	Iteration 15Q: 3 clusters Score -6712332 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -6712424.500000 Penalty: 5202.001953
	Iteration 16Q: 3 clusters Score -6712424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -6712465.000000 Penalty: 5202.001953
	Iteration 17Q: 3 clusters Score -6712465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -6712491.000000 Penalty: 5202.001953
	Iteration 18Q: 3 clusters Score -6712491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -6712507.500000 Penalty: 5202.001953
	Iteration 19Q: 3 clusters Score -6712508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -6712538.500000 Penalty: 5202.001953
	Iteration 20F: 3 clusters Score -6712538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35594 members 
Entering Unmasked Estep 
Score: -6712546.500000 Penalty: 5202.001953
	Iteration 21Q: 3 clusters Score -6712546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -6712557.500000 Penalty: 5202.001953
	Iteration 22Q: 3 clusters Score -6712558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6712561.000000 Penalty: 5202.001953
	Iteration 23Q: 3 clusters Score -6712561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6712560.500000 Penalty: 5202.001953
	Iteration 24Q: 3 clusters Score -6712560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -6712565.500000 Penalty: 5202.001953
	Iteration 25Q: 3 clusters Score -6712566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6712563.500000 Penalty: 5202.001953
	Iteration 26Q: 3 clusters Score -6712564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -6712563.500000 Penalty: 5202.001953
	Iteration 27F: 3 clusters Score -6712564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (39807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Entering Unmasked Estep 
Score: -7441153.500000 Penalty: 2626.765869
	Iteration 0F: 2 clusters Score -7441154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -7414474.500000 Penalty: 5253.531738
	Iteration 0F: 3 clusters Score -7414474 nChanged 18186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -7424597.500000 Penalty: 5253.531738
	Iteration 1F: 3 clusters Score -7424598 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -7425185.500000 Penalty: 5253.531738
	Iteration 2Q: 3 clusters Score -7425186 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -7425956.000000 Penalty: 5253.531738
	Iteration 3Q: 3 clusters Score -7425956 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -7427061.000000 Penalty: 5253.531738
	Iteration 4F: 3 clusters Score -7427061 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -7428716.500000 Penalty: 5253.531738
	Iteration 5F: 3 clusters Score -7428716 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -7431065.000000 Penalty: 5253.531738
	Iteration 6F: 3 clusters Score -7431065 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -7433896.500000 Penalty: 5253.531738
	Iteration 7F: 3 clusters Score -7433896 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7436323.000000 Penalty: 5253.531738
	Iteration 8F: 3 clusters Score -7436323 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7437804.000000 Penalty: 5253.531738
	Iteration 9Q: 3 clusters Score -7437804 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7438480.500000 Penalty: 5253.531738
	Iteration 10Q: 3 clusters Score -7438480 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7438853.000000 Penalty: 5253.531738
	Iteration 11Q: 3 clusters Score -7438853 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -7439091.000000 Penalty: 5253.531738
	Iteration 12Q: 3 clusters Score -7439091 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7439239.500000 Penalty: 5253.531738
	Iteration 13Q: 3 clusters Score -7439240 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -7439360.000000 Penalty: 5253.531738
	Iteration 14Q: 3 clusters Score -7439360 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7439419.500000 Penalty: 5253.531738
	Iteration 15Q: 3 clusters Score -7439420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7439447.000000 Penalty: 5253.531738
	Iteration 16Q: 3 clusters Score -7439447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7439475.000000 Penalty: 5253.531738
	Iteration 17Q: 3 clusters Score -7439475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7439486.500000 Penalty: 5253.531738
	Iteration 18Q: 3 clusters Score -7439486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7439486.000000 Penalty: 5253.531738
	Iteration 19Q: 3 clusters Score -7439486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7439491.000000 Penalty: 5253.531738
	Iteration 20F: 3 clusters Score -7439491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7439498.000000 Penalty: 5253.531738
	Iteration 21Q: 3 clusters Score -7439498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7439505.000000 Penalty: 5253.531738
	Iteration 22Q: 3 clusters Score -7439505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7439502.000000 Penalty: 5253.531738
	Iteration 23Q: 3 clusters Score -7439502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7439510.500000 Penalty: 5253.531738
	Iteration 24Q: 3 clusters Score -7439510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7439508.000000 Penalty: 5253.531738
	Iteration 25Q: 3 clusters Score -7439508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7439511.500000 Penalty: 5253.531738
	Iteration 26Q: 3 clusters Score -7439512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7439513.000000 Penalty: 5253.531738
	Iteration 27Q: 3 clusters Score -7439513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7439514.500000 Penalty: 5253.531738
	Iteration 28Q: 3 clusters Score -7439514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7439519.000000 Penalty: 5253.531738
	Iteration 29Q: 3 clusters Score -7439519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7439529.500000 Penalty: 5253.531738
	Iteration 30Q: 3 clusters Score -7439530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7439533.000000 Penalty: 5253.531738
	Iteration 31Q: 3 clusters Score -7439533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -7439538.500000 Penalty: 5253.531738
	Iteration 32Q: 3 clusters Score -7439538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7439541.500000 Penalty: 5253.531738
	Iteration 33Q: 3 clusters Score -7439542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7439546.000000 Penalty: 5253.531738
	Iteration 34Q: 3 clusters Score -7439546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -7439552.500000 Penalty: 5253.531738
	Iteration 35Q: 3 clusters Score -7439552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7439550.000000 Penalty: 5253.531738
	Iteration 36Q: 3 clusters Score -7439550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7439554.500000 Penalty: 5253.531738
	Iteration 37Q: 3 clusters Score -7439554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -7439555.000000 Penalty: 5253.531738
	Iteration 38Q: 3 clusters Score -7439555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7439549.500000 Penalty: 5253.531738
	Iteration 39Q: 3 clusters Score -7439550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7439556.000000 Penalty: 5253.531738
	Iteration 40F: 3 clusters Score -7439556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7439555.000000 Penalty: 5253.531738
	Iteration 41Q: 3 clusters Score -7439555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7439548.500000 Penalty: 5253.531738
	Iteration 42Q: 3 clusters Score -7439548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7439549.500000 Penalty: 5253.531738
	Iteration 43Q: 3 clusters Score -7439550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7439549.500000 Penalty: 5253.531738
	Iteration 44F: 3 clusters Score -7439550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59856.707031 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59856.71 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60317.835938 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60317.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60633.125000 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60633.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60762.121094 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -60762.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60806.781250 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60806.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60871.664062 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60871.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60930.695312 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -60962.789062 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60962.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60993.296875 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -61019.757812 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -61019.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -61049.359375 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -61049.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61058.359375 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -61058.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61058.359375 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -61058.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Entering Unmasked Estep 
Score: -9476743.000000 Penalty: 2686.155518
	Iteration 0F: 2 clusters Score -9476743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -9445460.000000 Penalty: 5372.311035
	Iteration 0F: 3 clusters Score -9445460 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9458154.000000 Penalty: 5372.311035
	Iteration 1F: 3 clusters Score -9458154 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9458756.000000 Penalty: 5372.311035
	Iteration 2Q: 3 clusters Score -9458756 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -9459292.000000 Penalty: 5372.311035
	Iteration 3Q: 3 clusters Score -9459292 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -9459920.000000 Penalty: 5372.311035
	Iteration 4Q: 3 clusters Score -9459920 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -9460712.000000 Penalty: 5372.311035
	Iteration 5Q: 3 clusters Score -9460712 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -9461862.000000 Penalty: 5372.311035
	Iteration 6Q: 3 clusters Score -9461862 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -9463686.000000 Penalty: 5372.311035
	Iteration 7F: 3 clusters Score -9463686 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -9466515.000000 Penalty: 5372.311035
	Iteration 8F: 3 clusters Score -9466515 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -9469808.000000 Penalty: 5372.311035
	Iteration 9F: 3 clusters Score -9469808 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -9472013.000000 Penalty: 5372.311035
	Iteration 10F: 3 clusters Score -9472013 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -9473104.000000 Penalty: 5372.311035
	Iteration 11Q: 3 clusters Score -9473104 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -9473856.000000 Penalty: 5372.311035
	Iteration 12Q: 3 clusters Score -9473856 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -9474529.000000 Penalty: 5372.311035
	Iteration 13Q: 3 clusters Score -9474529 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -9475050.000000 Penalty: 5372.311035
	Iteration 14Q: 3 clusters Score -9475050 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -9475484.000000 Penalty: 5372.311035
	Iteration 15Q: 3 clusters Score -9475484 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -9475751.000000 Penalty: 5372.311035
	Iteration 16Q: 3 clusters Score -9475751 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -9475929.000000 Penalty: 5372.311035
	Iteration 17Q: 3 clusters Score -9475929 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -9476048.000000 Penalty: 5372.311035
	Iteration 18Q: 3 clusters Score -9476048 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9476165.000000 Penalty: 5372.311035
	Iteration 19Q: 3 clusters Score -9476165 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -9476236.000000 Penalty: 5372.311035
	Iteration 20F: 3 clusters Score -9476236 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -9476210.000000 Penalty: 5372.311035
	Iteration 21Q: 3 clusters Score -9476210 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -9476228.000000 Penalty: 5372.311035
	Iteration 22Q: 3 clusters Score -9476228 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -9476277.000000 Penalty: 5372.311035
	Iteration 23Q: 3 clusters Score -9476277 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -9476258.000000 Penalty: 5372.311035
	Iteration 24Q: 3 clusters Score -9476258 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -9476264.000000 Penalty: 5372.311035
	Iteration 25Q: 3 clusters Score -9476264 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -9476287.000000 Penalty: 5372.311035
	Iteration 26Q: 3 clusters Score -9476287 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -9476282.000000 Penalty: 5372.311035
	Iteration 27Q: 3 clusters Score -9476282 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -9476255.000000 Penalty: 5372.311035
	Iteration 28Q: 3 clusters Score -9476255 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -9476277.000000 Penalty: 5372.311035
	Iteration 29Q: 3 clusters Score -9476277 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -9476324.000000 Penalty: 5372.311035
	Iteration 30Q: 3 clusters Score -9476324 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -9476332.000000 Penalty: 5372.311035
	Iteration 31Q: 3 clusters Score -9476332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -9476352.000000 Penalty: 5372.311035
	Iteration 32Q: 3 clusters Score -9476352 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -9476301.000000 Penalty: 5372.311035
	Iteration 33Q: 3 clusters Score -9476301 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -9476341.000000 Penalty: 5372.311035
	Iteration 34Q: 3 clusters Score -9476341 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -9476354.000000 Penalty: 5372.311035
	Iteration 35Q: 3 clusters Score -9476354 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -9476343.000000 Penalty: 5372.311035
	Iteration 36Q: 3 clusters Score -9476343 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -9476352.000000 Penalty: 5372.311035
	Iteration 37Q: 3 clusters Score -9476352 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -9476309.000000 Penalty: 5372.311035
	Iteration 38Q: 3 clusters Score -9476309 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -9476286.000000 Penalty: 5372.311035
	Iteration 39Q: 3 clusters Score -9476286 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -9476300.000000 Penalty: 5372.311035
	Iteration 40F: 3 clusters Score -9476300 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -9476307.000000 Penalty: 5372.311035
	Iteration 41Q: 3 clusters Score -9476307 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -9476331.000000 Penalty: 5372.311035
	Iteration 42Q: 3 clusters Score -9476331 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -9476321.000000 Penalty: 5372.311035
	Iteration 43Q: 3 clusters Score -9476321 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -9476341.000000 Penalty: 5372.311035
	Iteration 44Q: 3 clusters Score -9476341 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -9476315.000000 Penalty: 5372.311035
	Iteration 45Q: 3 clusters Score -9476315 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -9476305.000000 Penalty: 5372.311035
	Iteration 46Q: 3 clusters Score -9476305 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -9476295.000000 Penalty: 5372.311035
	Iteration 47Q: 3 clusters Score -9476295 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -9476302.000000 Penalty: 5372.311035
	Iteration 48Q: 3 clusters Score -9476302 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -9476290.000000 Penalty: 5372.311035
	Iteration 49Q: 3 clusters Score -9476290 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -9476259.000000 Penalty: 5372.311035
	Iteration 50Q: 3 clusters Score -9476259 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -9476259.000000 Penalty: 5372.311035
	Iteration 51Q: 3 clusters Score -9476259 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -9476226.000000 Penalty: 5372.311035
	Iteration 52Q: 3 clusters Score -9476226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -9476237.000000 Penalty: 5372.311035
	Iteration 53Q: 3 clusters Score -9476237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -9476245.000000 Penalty: 5372.311035
	Iteration 54Q: 3 clusters Score -9476245 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -9476245.000000 Penalty: 5372.311035
	Iteration 55Q: 3 clusters Score -9476245 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -9476252.000000 Penalty: 5372.311035
	Iteration 56Q: 3 clusters Score -9476252 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -9476248.000000 Penalty: 5372.311035
	Iteration 57Q: 3 clusters Score -9476248 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -9476218.000000 Penalty: 5372.311035
	Iteration 58Q: 3 clusters Score -9476218 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -9476200.000000 Penalty: 5372.311035
	Iteration 59Q: 3 clusters Score -9476200 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9476166.000000 Penalty: 5372.311035
	Iteration 60F: 3 clusters Score -9476166 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -9476125.000000 Penalty: 5372.311035
	Iteration 61Q: 3 clusters Score -9476125 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -9476104.000000 Penalty: 5372.311035
	Iteration 62Q: 3 clusters Score -9476104 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -9476072.000000 Penalty: 5372.311035
	Iteration 63Q: 3 clusters Score -9476072 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -9476014.000000 Penalty: 5372.311035
	Iteration 64Q: 3 clusters Score -9476014 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -9475952.000000 Penalty: 5372.311035
	Iteration 65Q: 3 clusters Score -9475952 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -9475900.000000 Penalty: 5372.311035
	Iteration 66Q: 3 clusters Score -9475900 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37789 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -9475915.000000 Penalty: 5372.311035
	Iteration 67Q: 3 clusters Score -9475915 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -9475865.000000 Penalty: 5372.311035
	Iteration 68Q: 3 clusters Score -9475865 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -9475808.000000 Penalty: 5372.311035
	Iteration 69Q: 3 clusters Score -9475808 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -9475794.000000 Penalty: 5372.311035
	Iteration 70Q: 3 clusters Score -9475794 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -9475804.000000 Penalty: 5372.311035
	Iteration 71Q: 3 clusters Score -9475804 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -9475779.000000 Penalty: 5372.311035
	Iteration 72Q: 3 clusters Score -9475779 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -9475752.000000 Penalty: 5372.311035
	Iteration 73Q: 3 clusters Score -9475752 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -9475734.000000 Penalty: 5372.311035
	Iteration 74Q: 3 clusters Score -9475734 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -9475699.000000 Penalty: 5372.311035
	Iteration 75Q: 3 clusters Score -9475699 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -9475732.000000 Penalty: 5372.311035
	Iteration 76Q: 3 clusters Score -9475732 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -9475736.000000 Penalty: 5372.311035
	Iteration 77Q: 3 clusters Score -9475736 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -9475682.000000 Penalty: 5372.311035
	Iteration 78Q: 3 clusters Score -9475682 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -9475696.000000 Penalty: 5372.311035
	Iteration 79Q: 3 clusters Score -9475696 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -9475624.000000 Penalty: 5372.311035
	Iteration 80F: 3 clusters Score -9475624 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -9475530.000000 Penalty: 5372.311035
	Iteration 81Q: 3 clusters Score -9475530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -9475436.000000 Penalty: 5372.311035
	Iteration 82Q: 3 clusters Score -9475436 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -9475254.000000 Penalty: 5372.311035
	Iteration 83Q: 3 clusters Score -9475254 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -9475129.000000 Penalty: 5372.311035
	Iteration 84Q: 3 clusters Score -9475129 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -9474963.000000 Penalty: 5372.311035
	Iteration 85Q: 3 clusters Score -9474963 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -9474869.000000 Penalty: 5372.311035
	Iteration 86Q: 3 clusters Score -9474869 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -9474744.000000 Penalty: 5372.311035
	Iteration 87Q: 3 clusters Score -9474744 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -9474453.000000 Penalty: 5372.311035
	Iteration 88Q: 3 clusters Score -9474453 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -9474307.000000 Penalty: 5372.311035
	Iteration 89Q: 3 clusters Score -9474307 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -9474419.000000 Penalty: 5372.311035
	Iteration 90Q: 3 clusters Score -9474419 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9474435.000000 Penalty: 5372.311035
	Iteration 91Q: 3 clusters Score -9474435 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9474501.000000 Penalty: 5372.311035
	Iteration 92Q: 3 clusters Score -9474501 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9474595.000000 Penalty: 5372.311035
	Iteration 93Q: 3 clusters Score -9474595 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9474658.000000 Penalty: 5372.311035
	Iteration 94Q: 3 clusters Score -9474658 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9474684.000000 Penalty: 5372.311035
	Iteration 95Q: 3 clusters Score -9474684 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9474665.000000 Penalty: 5372.311035
	Iteration 96Q: 3 clusters Score -9474665 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9474648.000000 Penalty: 5372.311035
	Iteration 97Q: 3 clusters Score -9474648 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9474602.000000 Penalty: 5372.311035
	Iteration 98Q: 3 clusters Score -9474602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9474587.000000 Penalty: 5372.311035
	Iteration 99Q: 3 clusters Score -9474587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9474588.000000 Penalty: 5372.311035
	Iteration 100F: 3 clusters Score -9474588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9474601.000000 Penalty: 5372.311035
	Iteration 101Q: 3 clusters Score -9474601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49692 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9474618.000000 Penalty: 5372.311035
	Iteration 102Q: 3 clusters Score -9474618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9474630.000000 Penalty: 5372.311035
	Iteration 103Q: 3 clusters Score -9474630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9474632.000000 Penalty: 5372.311035
	Iteration 104Q: 3 clusters Score -9474632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9474641.000000 Penalty: 5372.311035
	Iteration 105Q: 3 clusters Score -9474641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9474637.000000 Penalty: 5372.311035
	Iteration 106Q: 3 clusters Score -9474637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9474625.000000 Penalty: 5372.311035
	Iteration 107Q: 3 clusters Score -9474625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9474630.000000 Penalty: 5372.311035
	Iteration 108Q: 3 clusters Score -9474630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9474637.000000 Penalty: 5372.311035
	Iteration 109Q: 3 clusters Score -9474637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9474641.000000 Penalty: 5372.311035
	Iteration 110Q: 3 clusters Score -9474641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9474648.000000 Penalty: 5372.311035
	Iteration 111Q: 3 clusters Score -9474648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9474659.000000 Penalty: 5372.311035
	Iteration 112Q: 3 clusters Score -9474659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9474651.000000 Penalty: 5372.311035
	Iteration 113Q: 3 clusters Score -9474651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9474651.000000 Penalty: 5372.311035
	Iteration 114F: 3 clusters Score -9474651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Entering Unmasked Estep 
Score: -8547810.000000 Penalty: 2658.900146
	Iteration 0F: 2 clusters Score -8547810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8518057.000000 Penalty: 5317.800293
	Iteration 0F: 3 clusters Score -8518057 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8529437.000000 Penalty: 5317.800293
	Iteration 1F: 3 clusters Score -8529437 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8529927.000000 Penalty: 5317.800293
	Iteration 2Q: 3 clusters Score -8529927 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -8530303.000000 Penalty: 5317.800293
	Iteration 3Q: 3 clusters Score -8530303 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -8530681.000000 Penalty: 5317.800293
	Iteration 4Q: 3 clusters Score -8530681 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8531037.000000 Penalty: 5317.800293
	Iteration 5Q: 3 clusters Score -8531037 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8531395.000000 Penalty: 5317.800293
	Iteration 6Q: 3 clusters Score -8531395 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -8531821.000000 Penalty: 5317.800293
	Iteration 7Q: 3 clusters Score -8531821 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -8532266.000000 Penalty: 5317.800293
	Iteration 8Q: 3 clusters Score -8532266 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8532841.000000 Penalty: 5317.800293
	Iteration 9Q: 3 clusters Score -8532841 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -8533740.000000 Penalty: 5317.800293
	Iteration 10Q: 3 clusters Score -8533740 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -8535021.000000 Penalty: 5317.800293
	Iteration 11Q: 3 clusters Score -8535021 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -8536652.000000 Penalty: 5317.800293
	Iteration 12F: 3 clusters Score -8536652 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8538519.000000 Penalty: 5317.800293
	Iteration 13F: 3 clusters Score -8538519 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -8540479.000000 Penalty: 5317.800293
	Iteration 14F: 3 clusters Score -8540479 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -8542192.000000 Penalty: 5317.800293
	Iteration 15Q: 3 clusters Score -8542192 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8543463.000000 Penalty: 5317.800293
	Iteration 16Q: 3 clusters Score -8543463 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -8544261.000000 Penalty: 5317.800293
	Iteration 17Q: 3 clusters Score -8544261 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -8544724.000000 Penalty: 5317.800293
	Iteration 18Q: 3 clusters Score -8544724 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8545046.000000 Penalty: 5317.800293
	Iteration 19Q: 3 clusters Score -8545046 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8545288.000000 Penalty: 5317.800293
	Iteration 20F: 3 clusters Score -8545288 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8545499.000000 Penalty: 5317.800293
	Iteration 21Q: 3 clusters Score -8545499 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8545635.000000 Penalty: 5317.800293
	Iteration 22Q: 3 clusters Score -8545635 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8545743.000000 Penalty: 5317.800293
	Iteration 23Q: 3 clusters Score -8545743 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8545801.000000 Penalty: 5317.800293
	Iteration 24Q: 3 clusters Score -8545801 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8545866.000000 Penalty: 5317.800293
	Iteration 25Q: 3 clusters Score -8545866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8545891.000000 Penalty: 5317.800293
	Iteration 26Q: 3 clusters Score -8545891 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8545911.000000 Penalty: 5317.800293
	Iteration 27Q: 3 clusters Score -8545911 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8545944.000000 Penalty: 5317.800293
	Iteration 28Q: 3 clusters Score -8545944 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8545948.000000 Penalty: 5317.800293
	Iteration 29Q: 3 clusters Score -8545948 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8545989.000000 Penalty: 5317.800293
	Iteration 30Q: 3 clusters Score -8545989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8546010.000000 Penalty: 5317.800293
	Iteration 31Q: 3 clusters Score -8546010 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8546030.000000 Penalty: 5317.800293
	Iteration 32Q: 3 clusters Score -8546030 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8546048.000000 Penalty: 5317.800293
	Iteration 33Q: 3 clusters Score -8546048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8546060.000000 Penalty: 5317.800293
	Iteration 34Q: 3 clusters Score -8546060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8546067.000000 Penalty: 5317.800293
	Iteration 35Q: 3 clusters Score -8546067 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8546079.000000 Penalty: 5317.800293
	Iteration 36Q: 3 clusters Score -8546079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8546093.000000 Penalty: 5317.800293
	Iteration 37Q: 3 clusters Score -8546093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8546112.000000 Penalty: 5317.800293
	Iteration 38Q: 3 clusters Score -8546112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8546132.000000 Penalty: 5317.800293
	Iteration 39Q: 3 clusters Score -8546132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8546141.000000 Penalty: 5317.800293
	Iteration 40F: 3 clusters Score -8546141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8546145.000000 Penalty: 5317.800293
	Iteration 41Q: 3 clusters Score -8546145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8546140.000000 Penalty: 5317.800293
	Iteration 42Q: 3 clusters Score -8546140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -8546152.000000 Penalty: 5317.800293
	Iteration 43Q: 3 clusters Score -8546152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8546160.000000 Penalty: 5317.800293
	Iteration 44Q: 3 clusters Score -8546160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8546171.000000 Penalty: 5317.800293
	Iteration 45Q: 3 clusters Score -8546171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8546175.000000 Penalty: 5317.800293
	Iteration 46Q: 3 clusters Score -8546175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8546175.000000 Penalty: 5317.800293
	Iteration 47Q: 3 clusters Score -8546175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8546181.000000 Penalty: 5317.800293
	Iteration 48Q: 3 clusters Score -8546181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8546192.000000 Penalty: 5317.800293
	Iteration 49Q: 3 clusters Score -8546192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8546180.000000 Penalty: 5317.800293
	Iteration 50Q: 3 clusters Score -8546180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8546186.000000 Penalty: 5317.800293
	Iteration 51Q: 3 clusters Score -8546186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8546188.000000 Penalty: 5317.800293
	Iteration 52Q: 3 clusters Score -8546188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8546181.000000 Penalty: 5317.800293
	Iteration 53Q: 3 clusters Score -8546181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8546181.000000 Penalty: 5317.800293
	Iteration 54Q: 3 clusters Score -8546181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8546177.000000 Penalty: 5317.800293
	Iteration 55Q: 3 clusters Score -8546177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -8546182.000000 Penalty: 5317.800293
	Iteration 56Q: 3 clusters Score -8546182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8546185.000000 Penalty: 5317.800293
	Iteration 57Q: 3 clusters Score -8546185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8546193.000000 Penalty: 5317.800293
	Iteration 58Q: 3 clusters Score -8546193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -8546185.000000 Penalty: 5317.800293
	Iteration 59Q: 3 clusters Score -8546185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8546193.000000 Penalty: 5317.800293
	Iteration 60F: 3 clusters Score -8546193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8546194.000000 Penalty: 5317.800293
	Iteration 61Q: 3 clusters Score -8546194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8546189.000000 Penalty: 5317.800293
	Iteration 62Q: 3 clusters Score -8546189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8546181.000000 Penalty: 5317.800293
	Iteration 63Q: 3 clusters Score -8546181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8546182.000000 Penalty: 5317.800293
	Iteration 64Q: 3 clusters Score -8546182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8546177.000000 Penalty: 5317.800293
	Iteration 65Q: 3 clusters Score -8546177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8546176.000000 Penalty: 5317.800293
	Iteration 66Q: 3 clusters Score -8546176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8546179.000000 Penalty: 5317.800293
	Iteration 67Q: 3 clusters Score -8546179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8546177.000000 Penalty: 5317.800293
	Iteration 68Q: 3 clusters Score -8546177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8546176.000000 Penalty: 5317.800293
	Iteration 69Q: 3 clusters Score -8546176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8546177.000000 Penalty: 5317.800293
	Iteration 70Q: 3 clusters Score -8546177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8546180.000000 Penalty: 5317.800293
	Iteration 71Q: 3 clusters Score -8546180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8546184.000000 Penalty: 5317.800293
	Iteration 72Q: 3 clusters Score -8546184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8546187.000000 Penalty: 5317.800293
	Iteration 73Q: 3 clusters Score -8546187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8546187.000000 Penalty: 5317.800293
	Iteration 74F: 3 clusters Score -8546187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44114 members 
Mstep: Class 4 contains 18252 members 
Mstep: Class 5 contains 43638 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 51949 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31595 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 4852 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 46524 members 
Mstep: Class 17 contains 47430 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34695 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25895 members 
Mstep: Class 23 contains 46885 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23474 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 35879 members 
Mstep: Class 28 contains 39807 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50578 members 
Mstep: Class 31 contains 45314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164368.000000 Penalty: 103966.859375
Iteration 279Q: 32 clusters Score -1.371644e+08 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44100 members 
Mstep: Class 4 contains 18182 members 
Mstep: Class 5 contains 43670 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 51862 members 
Mstep: Class 10 contains 47471 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31613 members 
Mstep: Class 13 contains 41154 members 
Mstep: Class 14 contains 4842 members 
Mstep: Class 15 contains 4643 members 
Mstep: Class 16 contains 46531 members 
Mstep: Class 17 contains 47451 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34483 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25904 members 
Mstep: Class 23 contains 46927 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23521 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 35994 members 
Mstep: Class 28 contains 39880 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50557 members 
Mstep: Class 31 contains 45310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164512.000000 Penalty: 103966.859375
Iteration 280F: 32 clusters Score -1.371645e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44082 members 
Mstep: Class 4 contains 18125 members 
Mstep: Class 5 contains 43710 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 51868 members 
Mstep: Class 10 contains 47361 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31620 members 
Mstep: Class 13 contains 41148 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 4636 members 
Mstep: Class 16 contains 46549 members 
Mstep: Class 17 contains 47470 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 34240 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25913 members 
Mstep: Class 23 contains 47027 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23559 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 36111 members 
Mstep: Class 28 contains 39956 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50531 members 
Mstep: Class 31 contains 45281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164240.000000 Penalty: 103966.859375
Iteration 281Q: 32 clusters Score -1.371642e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44091 members 
Mstep: Class 4 contains 18074 members 
Mstep: Class 5 contains 43741 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 51865 members 
Mstep: Class 10 contains 47327 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31638 members 
Mstep: Class 13 contains 41116 members 
Mstep: Class 14 contains 4812 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 46520 members 
Mstep: Class 17 contains 47501 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33980 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 47170 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23594 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 36221 members 
Mstep: Class 28 contains 40024 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50525 members 
Mstep: Class 31 contains 45215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164240.000000 Penalty: 103966.859375
Iteration 282Q: 32 clusters Score -1.371642e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44104 members 
Mstep: Class 4 contains 18016 members 
Mstep: Class 5 contains 43785 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 51896 members 
Mstep: Class 10 contains 47365 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31648 members 
Mstep: Class 13 contains 41091 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 46488 members 
Mstep: Class 17 contains 47520 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33744 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 25926 members 
Mstep: Class 23 contains 47274 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23638 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 36357 members 
Mstep: Class 28 contains 40079 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50494 members 
Mstep: Class 31 contains 45144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164128.000000 Penalty: 103966.859375
Iteration 283Q: 32 clusters Score -1.371641e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44095 members 
Mstep: Class 4 contains 17943 members 
Mstep: Class 5 contains 43829 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 51902 members 
Mstep: Class 10 contains 47453 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31648 members 
Mstep: Class 13 contains 41091 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 46512 members 
Mstep: Class 17 contains 47542 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33490 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25931 members 
Mstep: Class 23 contains 47331 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23665 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 36490 members 
Mstep: Class 28 contains 40116 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50465 members 
Mstep: Class 31 contains 45122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163952.000000 Penalty: 103966.859375
Iteration 284Q: 32 clusters Score -1.37164e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44105 members 
Mstep: Class 4 contains 17874 members 
Mstep: Class 5 contains 43876 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 51922 members 
Mstep: Class 10 contains 47591 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31667 members 
Mstep: Class 13 contains 41067 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 4629 members 
Mstep: Class 16 contains 46511 members 
Mstep: Class 17 contains 47579 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 33203 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 47330 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23692 members 
Mstep: Class 26 contains 2062 members 
Mstep: Class 27 contains 36616 members 
Mstep: Class 28 contains 40155 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50480 members 
Mstep: Class 31 contains 45115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163712.000000 Penalty: 103966.859375
Iteration 285Q: 32 clusters Score -1.371637e+08 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44082 members 
Mstep: Class 4 contains 17807 members 
Mstep: Class 5 contains 43908 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5640 members 
Mstep: Class 9 contains 51911 members 
Mstep: Class 10 contains 47727 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31679 members 
Mstep: Class 13 contains 41055 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 4626 members 
Mstep: Class 16 contains 46508 members 
Mstep: Class 17 contains 47606 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32940 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 47302 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23738 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 36724 members 
Mstep: Class 28 contains 40199 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50478 members 
Mstep: Class 31 contains 45160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163792.000000 Penalty: 103966.859375
Iteration 286Q: 32 clusters Score -1.371638e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44052 members 
Mstep: Class 4 contains 17741 members 
Mstep: Class 5 contains 43962 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 51912 members 
Mstep: Class 10 contains 47774 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31695 members 
Mstep: Class 13 contains 41043 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4623 members 
Mstep: Class 16 contains 46554 members 
Mstep: Class 17 contains 47614 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25938 members 
Mstep: Class 23 contains 47213 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23797 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 36830 members 
Mstep: Class 28 contains 40273 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50453 members 
Mstep: Class 31 contains 45268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163360.000000 Penalty: 103966.859375
Iteration 287Q: 32 clusters Score -1.371634e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 44020 members 
Mstep: Class 4 contains 17675 members 
Mstep: Class 5 contains 43997 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 51980 members 
Mstep: Class 10 contains 47794 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 31720 members 
Mstep: Class 13 contains 41028 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 4622 members 
Mstep: Class 16 contains 46576 members 
Mstep: Class 17 contains 47608 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32471 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 47099 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23843 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 36932 members 
Mstep: Class 28 contains 40369 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50398 members 
Mstep: Class 31 contains 45368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163040.000000 Penalty: 103966.859375
Iteration 288Q: 32 clusters Score -1.37163e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43969 members 
Mstep: Class 4 contains 17628 members 
Mstep: Class 5 contains 44045 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5639 members 
Mstep: Class 9 contains 51957 members 
Mstep: Class 10 contains 47793 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 31733 members 
Mstep: Class 13 contains 41029 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 46577 members 
Mstep: Class 17 contains 47608 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 32237 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25939 members 
Mstep: Class 23 contains 46977 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23887 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 37061 members 
Mstep: Class 28 contains 40460 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50365 members 
Mstep: Class 31 contains 45497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162944.000000 Penalty: 103966.859375
Iteration 289Q: 32 clusters Score -1.371629e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43950 members 
Mstep: Class 4 contains 17571 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5635 members 
Mstep: Class 9 contains 51902 members 
Mstep: Class 10 contains 47802 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31742 members 
Mstep: Class 13 contains 41028 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 16 contains 46587 members 
Mstep: Class 17 contains 47589 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 31990 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25948 members 
Mstep: Class 23 contains 46904 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23919 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 37153 members 
Mstep: Class 28 contains 40550 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50363 members 
Mstep: Class 31 contains 45581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163264.000000 Penalty: 103966.859375
Iteration 290Q: 32 clusters Score -1.371633e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43929 members 
Mstep: Class 4 contains 17520 members 
Mstep: Class 5 contains 44197 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 51857 members 
Mstep: Class 10 contains 47806 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31769 members 
Mstep: Class 13 contains 41034 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 46570 members 
Mstep: Class 17 contains 47578 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25942 members 
Mstep: Class 23 contains 46852 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 23961 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 37263 members 
Mstep: Class 28 contains 40646 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50354 members 
Mstep: Class 31 contains 45618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163072.000000 Penalty: 103966.859375
Iteration 291Q: 32 clusters Score -1.371631e+08 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43891 members 
Mstep: Class 4 contains 17462 members 
Mstep: Class 5 contains 44268 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5629 members 
Mstep: Class 9 contains 51826 members 
Mstep: Class 10 contains 47807 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31789 members 
Mstep: Class 13 contains 41042 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4633 members 
Mstep: Class 16 contains 46555 members 
Mstep: Class 17 contains 47554 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 31540 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25945 members 
Mstep: Class 23 contains 46823 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24011 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 37388 members 
Mstep: Class 28 contains 40751 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50325 members 
Mstep: Class 31 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163152.000000 Penalty: 103966.859375
Iteration 292Q: 32 clusters Score -1.371632e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43862 members 
Mstep: Class 4 contains 17413 members 
Mstep: Class 5 contains 44328 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 51809 members 
Mstep: Class 10 contains 47867 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31794 members 
Mstep: Class 13 contains 41042 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 46511 members 
Mstep: Class 17 contains 47531 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 31338 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25958 members 
Mstep: Class 23 contains 46847 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24069 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 37515 members 
Mstep: Class 28 contains 40851 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50281 members 
Mstep: Class 31 contains 45555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163040.000000 Penalty: 103966.859375
Iteration 293Q: 32 clusters Score -1.37163e+08 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43835 members 
Mstep: Class 4 contains 17361 members 
Mstep: Class 5 contains 44397 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 51823 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 41035 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 4634 members 
Mstep: Class 16 contains 46406 members 
Mstep: Class 17 contains 47542 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 31110 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25964 members 
Mstep: Class 23 contains 46905 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24135 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 37632 members 
Mstep: Class 28 contains 40942 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50209 members 
Mstep: Class 31 contains 45542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163040.000000 Penalty: 103966.859375
Iteration 294Q: 32 clusters Score -1.37163e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43816 members 
Mstep: Class 4 contains 17316 members 
Mstep: Class 5 contains 44433 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 51875 members 
Mstep: Class 10 contains 48031 members 
Mstep: Class 11 contains 2449 members 
Mstep: Class 12 contains 31807 members 
Mstep: Class 13 contains 41012 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 4638 members 
Mstep: Class 16 contains 46339 members 
Mstep: Class 17 contains 47547 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 30846 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25969 members 
Mstep: Class 23 contains 46929 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24200 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 37752 members 
Mstep: Class 28 contains 41041 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50174 members 
Mstep: Class 31 contains 45489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163024.000000 Penalty: 103966.859375
Iteration 295Q: 32 clusters Score -1.37163e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43800 members 
Mstep: Class 4 contains 17282 members 
Mstep: Class 5 contains 44468 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 51925 members 
Mstep: Class 10 contains 48116 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 31813 members 
Mstep: Class 13 contains 40983 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 4641 members 
Mstep: Class 16 contains 46267 members 
Mstep: Class 17 contains 47559 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 30602 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25969 members 
Mstep: Class 23 contains 46870 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24269 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 37879 members 
Mstep: Class 28 contains 41141 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50144 members 
Mstep: Class 31 contains 45464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162832.000000 Penalty: 103966.859375
Iteration 296Q: 32 clusters Score -1.371628e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43784 members 
Mstep: Class 4 contains 17244 members 
Mstep: Class 5 contains 44492 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 51989 members 
Mstep: Class 10 contains 48188 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 31826 members 
Mstep: Class 13 contains 40960 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 16 contains 46214 members 
Mstep: Class 17 contains 47538 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 30375 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25976 members 
Mstep: Class 23 contains 46881 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24325 members 
Mstep: Class 26 contains 2060 members 
Mstep: Class 27 contains 38004 members 
Mstep: Class 28 contains 41255 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50082 members 
Mstep: Class 31 contains 45404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162640.000000 Penalty: 103966.859375
Iteration 297Q: 32 clusters Score -1.371626e+08 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43759 members 
Mstep: Class 4 contains 17204 members 
Mstep: Class 5 contains 44530 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 52013 members 
Mstep: Class 10 contains 48309 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 31837 members 
Mstep: Class 13 contains 40948 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 4644 members 
Mstep: Class 16 contains 46139 members 
Mstep: Class 17 contains 47522 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 30149 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25964 members 
Mstep: Class 23 contains 46877 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24384 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 38106 members 
Mstep: Class 28 contains 41354 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50024 members 
Mstep: Class 31 contains 45393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162992.000000 Penalty: 103966.859375
Iteration 298Q: 32 clusters Score -1.37163e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43718 members 
Mstep: Class 4 contains 17157 members 
Mstep: Class 5 contains 44567 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 52072 members 
Mstep: Class 10 contains 48462 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 31844 members 
Mstep: Class 13 contains 40938 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 46052 members 
Mstep: Class 17 contains 47477 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 29894 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25961 members 
Mstep: Class 23 contains 46913 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24442 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 38199 members 
Mstep: Class 28 contains 41468 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50026 members 
Mstep: Class 31 contains 45322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162688.000000 Penalty: 103966.859375
Iteration 299Q: 32 clusters Score -1.371627e+08 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43657 members 
Mstep: Class 4 contains 17121 members 
Mstep: Class 5 contains 44603 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5618 members 
Mstep: Class 9 contains 52087 members 
Mstep: Class 10 contains 48679 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 31848 members 
Mstep: Class 13 contains 40930 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 4645 members 
Mstep: Class 16 contains 45972 members 
Mstep: Class 17 contains 47457 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 29656 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25957 members 
Mstep: Class 23 contains 46933 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24525 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 38277 members 
Mstep: Class 28 contains 41571 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50025 members 
Mstep: Class 31 contains 45237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162928.000000 Penalty: 103966.859375
Iteration 300F: 32 clusters Score -1.371629e+08 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43613 members 
Mstep: Class 4 contains 17090 members 
Mstep: Class 5 contains 44630 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5623 members 
Mstep: Class 9 contains 52062 members 
Mstep: Class 10 contains 48919 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 31854 members 
Mstep: Class 13 contains 40928 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 4652 members 
Mstep: Class 16 contains 45915 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 29427 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25952 members 
Mstep: Class 23 contains 46958 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24607 members 
Mstep: Class 26 contains 2073 members 
Mstep: Class 27 contains 38345 members 
Mstep: Class 28 contains 41686 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50016 members 
Mstep: Class 31 contains 45119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163456.000000 Penalty: 103966.859375
Iteration 301Q: 32 clusters Score -1.371635e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43563 members 
Mstep: Class 4 contains 17056 members 
Mstep: Class 5 contains 44627 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 52017 members 
Mstep: Class 10 contains 49187 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 31862 members 
Mstep: Class 13 contains 40925 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 4656 members 
Mstep: Class 16 contains 45885 members 
Mstep: Class 17 contains 47441 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 29223 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25939 members 
Mstep: Class 23 contains 46924 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24661 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 38416 members 
Mstep: Class 28 contains 41822 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50019 members 
Mstep: Class 31 contains 45053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163520.000000 Penalty: 103966.859375
Iteration 302Q: 32 clusters Score -1.371635e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43487 members 
Mstep: Class 4 contains 17029 members 
Mstep: Class 5 contains 44630 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5621 members 
Mstep: Class 9 contains 51999 members 
Mstep: Class 10 contains 49318 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 31864 members 
Mstep: Class 13 contains 40911 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 45950 members 
Mstep: Class 17 contains 47448 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 29025 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 46856 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24734 members 
Mstep: Class 26 contains 2075 members 
Mstep: Class 27 contains 38460 members 
Mstep: Class 28 contains 41954 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49994 members 
Mstep: Class 31 contains 45013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163120.000000 Penalty: 103966.859375
Iteration 303Q: 32 clusters Score -1.371631e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43405 members 
Mstep: Class 4 contains 17000 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5626 members 
Mstep: Class 9 contains 51991 members 
Mstep: Class 10 contains 49349 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31871 members 
Mstep: Class 13 contains 40904 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 4657 members 
Mstep: Class 16 contains 46041 members 
Mstep: Class 17 contains 47462 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 28846 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25933 members 
Mstep: Class 23 contains 46796 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24787 members 
Mstep: Class 26 contains 2076 members 
Mstep: Class 27 contains 38539 members 
Mstep: Class 28 contains 42069 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49939 members 
Mstep: Class 31 contains 44951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163440.000000 Penalty: 103966.859375
Iteration 304Q: 32 clusters Score -1.371634e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43327 members 
Mstep: Class 4 contains 16965 members 
Mstep: Class 5 contains 44689 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 52005 members 
Mstep: Class 10 contains 49339 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31892 members 
Mstep: Class 13 contains 40878 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 46111 members 
Mstep: Class 17 contains 47467 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 28660 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 46805 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24829 members 
Mstep: Class 26 contains 2081 members 
Mstep: Class 27 contains 38613 members 
Mstep: Class 28 contains 42173 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49895 members 
Mstep: Class 31 contains 44914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163232.000000 Penalty: 103966.859375
Iteration 305Q: 32 clusters Score -1.371632e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43235 members 
Mstep: Class 4 contains 16933 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 52036 members 
Mstep: Class 10 contains 49332 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31908 members 
Mstep: Class 13 contains 40863 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 4677 members 
Mstep: Class 16 contains 46251 members 
Mstep: Class 17 contains 47499 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 28471 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25934 members 
Mstep: Class 23 contains 46864 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24877 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 38665 members 
Mstep: Class 28 contains 42258 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49871 members 
Mstep: Class 31 contains 44787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163344.000000 Penalty: 103966.859375
Iteration 306Q: 32 clusters Score -1.371633e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43133 members 
Mstep: Class 4 contains 16907 members 
Mstep: Class 5 contains 44700 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 52053 members 
Mstep: Class 10 contains 49333 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31922 members 
Mstep: Class 13 contains 40870 members 
Mstep: Class 14 contains 4758 members 
Mstep: Class 15 contains 4681 members 
Mstep: Class 16 contains 46384 members 
Mstep: Class 17 contains 47525 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 28270 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25931 members 
Mstep: Class 23 contains 46893 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 24937 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 38732 members 
Mstep: Class 28 contains 42323 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49891 members 
Mstep: Class 31 contains 44653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163408.000000 Penalty: 103966.859375
Iteration 307Q: 32 clusters Score -1.371634e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42982 members 
Mstep: Class 4 contains 16877 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 52066 members 
Mstep: Class 10 contains 49359 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31933 members 
Mstep: Class 13 contains 40874 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 4684 members 
Mstep: Class 16 contains 46496 members 
Mstep: Class 17 contains 47594 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 28088 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25925 members 
Mstep: Class 23 contains 46946 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25010 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 38790 members 
Mstep: Class 28 contains 42336 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49935 members 
Mstep: Class 31 contains 44533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163840.000000 Penalty: 103966.859375
Iteration 308Q: 32 clusters Score -1.371638e+08 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42842 members 
Mstep: Class 4 contains 16845 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 52064 members 
Mstep: Class 10 contains 49412 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 31961 members 
Mstep: Class 13 contains 40863 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 46630 members 
Mstep: Class 17 contains 47652 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27938 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25918 members 
Mstep: Class 23 contains 46987 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25084 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 38852 members 
Mstep: Class 28 contains 42340 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49927 members 
Mstep: Class 31 contains 44428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163488.000000 Penalty: 103966.859375
Iteration 309Q: 32 clusters Score -1.371635e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46995 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42721 members 
Mstep: Class 4 contains 16805 members 
Mstep: Class 5 contains 44715 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5622 members 
Mstep: Class 9 contains 52146 members 
Mstep: Class 10 contains 49424 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 31999 members 
Mstep: Class 13 contains 40832 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 16 contains 46699 members 
Mstep: Class 17 contains 47720 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27789 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25915 members 
Mstep: Class 23 contains 47090 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25158 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 38897 members 
Mstep: Class 28 contains 42338 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49898 members 
Mstep: Class 31 contains 44354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163104.000000 Penalty: 103966.859375
Iteration 310Q: 32 clusters Score -1.371631e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42652 members 
Mstep: Class 4 contains 16772 members 
Mstep: Class 5 contains 44724 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 52226 members 
Mstep: Class 10 contains 49421 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 32016 members 
Mstep: Class 13 contains 40810 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 4705 members 
Mstep: Class 16 contains 46781 members 
Mstep: Class 17 contains 47761 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27651 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25911 members 
Mstep: Class 23 contains 47214 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25225 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 38955 members 
Mstep: Class 28 contains 42318 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49821 members 
Mstep: Class 31 contains 44246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163152.000000 Penalty: 103966.859375
Iteration 311Q: 32 clusters Score -1.371632e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42611 members 
Mstep: Class 4 contains 16729 members 
Mstep: Class 5 contains 44742 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 52394 members 
Mstep: Class 10 contains 49403 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 40783 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 4710 members 
Mstep: Class 16 contains 46868 members 
Mstep: Class 17 contains 47794 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27478 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25912 members 
Mstep: Class 23 contains 47264 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25283 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 39018 members 
Mstep: Class 28 contains 42308 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49790 members 
Mstep: Class 31 contains 44102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163088.000000 Penalty: 103966.859375
Iteration 312Q: 32 clusters Score -1.371631e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42580 members 
Mstep: Class 4 contains 16694 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 52504 members 
Mstep: Class 10 contains 49502 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 40768 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 4718 members 
Mstep: Class 16 contains 46957 members 
Mstep: Class 17 contains 47855 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27289 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25907 members 
Mstep: Class 23 contains 47294 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25326 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 39031 members 
Mstep: Class 28 contains 42273 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49833 members 
Mstep: Class 31 contains 43935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162736.000000 Penalty: 103966.859375
Iteration 313Q: 32 clusters Score -1.371627e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42559 members 
Mstep: Class 4 contains 16673 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 52600 members 
Mstep: Class 10 contains 49581 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 40762 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 46974 members 
Mstep: Class 17 contains 47894 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 27098 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25907 members 
Mstep: Class 23 contains 47300 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25359 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 39070 members 
Mstep: Class 28 contains 42236 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49926 members 
Mstep: Class 31 contains 43836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162672.000000 Penalty: 103966.859375
Iteration 314Q: 32 clusters Score -1.371627e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 16638 members 
Mstep: Class 5 contains 44754 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 52602 members 
Mstep: Class 10 contains 49685 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 40757 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 4730 members 
Mstep: Class 16 contains 47000 members 
Mstep: Class 17 contains 47957 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26979 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25894 members 
Mstep: Class 23 contains 47258 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25394 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 39097 members 
Mstep: Class 28 contains 42181 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49979 members 
Mstep: Class 31 contains 43801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162496.000000 Penalty: 103966.859375
Iteration 315Q: 32 clusters Score -1.371625e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42497 members 
Mstep: Class 4 contains 16605 members 
Mstep: Class 5 contains 44769 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 52617 members 
Mstep: Class 10 contains 49719 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 40756 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 4745 members 
Mstep: Class 16 contains 47043 members 
Mstep: Class 17 contains 48038 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26892 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25886 members 
Mstep: Class 23 contains 47234 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25414 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 39138 members 
Mstep: Class 28 contains 42087 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50004 members 
Mstep: Class 31 contains 43764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162608.000000 Penalty: 103966.859375
Iteration 316Q: 32 clusters Score -1.371626e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42468 members 
Mstep: Class 4 contains 16578 members 
Mstep: Class 5 contains 44790 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 52639 members 
Mstep: Class 10 contains 49705 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 32060 members 
Mstep: Class 13 contains 40750 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 47104 members 
Mstep: Class 17 contains 48131 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26815 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25872 members 
Mstep: Class 23 contains 47214 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25438 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39180 members 
Mstep: Class 28 contains 41985 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50016 members 
Mstep: Class 31 contains 43706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162192.000000 Penalty: 103966.859375
Iteration 317Q: 32 clusters Score -1.371622e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42454 members 
Mstep: Class 4 contains 16556 members 
Mstep: Class 5 contains 44827 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 52682 members 
Mstep: Class 10 contains 49649 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 32071 members 
Mstep: Class 13 contains 40744 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 47146 members 
Mstep: Class 17 contains 48225 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25868 members 
Mstep: Class 23 contains 47242 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25464 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39191 members 
Mstep: Class 28 contains 41868 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50001 members 
Mstep: Class 31 contains 43677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162320.000000 Penalty: 103966.859375
Iteration 318Q: 32 clusters Score -1.371623e+08 nChanged 1676
Entering ConstructFrom: 
Score: -137162320.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Entering Unmasked Estep 
Score: -8839668.000000 Penalty: 2668.165527
	Iteration 0F: 2 clusters Score -8839668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -8809547.000000 Penalty: 5336.331055
	Iteration 0F: 3 clusters Score -8809547 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -8821334.000000 Penalty: 5336.331055
	Iteration 1F: 3 clusters Score -8821334 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8821877.000000 Penalty: 5336.331055
	Iteration 2Q: 3 clusters Score -8821877 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -8822422.000000 Penalty: 5336.331055
	Iteration 3Q: 3 clusters Score -8822422 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -8822963.000000 Penalty: 5336.331055
	Iteration 4Q: 3 clusters Score -8822963 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -8823662.000000 Penalty: 5336.331055
	Iteration 5Q: 3 clusters Score -8823662 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -8824697.000000 Penalty: 5336.331055
	Iteration 6Q: 3 clusters Score -8824697 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -8826298.000000 Penalty: 5336.331055
	Iteration 7F: 3 clusters Score -8826298 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8828526.000000 Penalty: 5336.331055
	Iteration 8F: 3 clusters Score -8828526 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -8831201.000000 Penalty: 5336.331055
	Iteration 9F: 3 clusters Score -8831201 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -8833831.000000 Penalty: 5336.331055
	Iteration 10F: 3 clusters Score -8833831 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8835610.000000 Penalty: 5336.331055
	Iteration 11Q: 3 clusters Score -8835610 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -8836653.000000 Penalty: 5336.331055
	Iteration 12Q: 3 clusters Score -8836653 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -8837130.000000 Penalty: 5336.331055
	Iteration 13Q: 3 clusters Score -8837130 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -8837364.000000 Penalty: 5336.331055
	Iteration 14Q: 3 clusters Score -8837364 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8837506.000000 Penalty: 5336.331055
	Iteration 15Q: 3 clusters Score -8837506 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -8837594.000000 Penalty: 5336.331055
	Iteration 16Q: 3 clusters Score -8837594 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8837635.000000 Penalty: 5336.331055
	Iteration 17Q: 3 clusters Score -8837635 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -8837693.000000 Penalty: 5336.331055
	Iteration 18Q: 3 clusters Score -8837693 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -8837722.000000 Penalty: 5336.331055
	Iteration 19Q: 3 clusters Score -8837722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 39003 members 
Entering Unmasked Estep 
Score: -8837749.000000 Penalty: 5336.331055
	Iteration 20F: 3 clusters Score -8837749 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -8837792.000000 Penalty: 5336.331055
	Iteration 21Q: 3 clusters Score -8837792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -8837796.000000 Penalty: 5336.331055
	Iteration 22Q: 3 clusters Score -8837796 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8837789.000000 Penalty: 5336.331055
	Iteration 23Q: 3 clusters Score -8837789 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -8837815.000000 Penalty: 5336.331055
	Iteration 24Q: 3 clusters Score -8837815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -8837805.000000 Penalty: 5336.331055
	Iteration 25Q: 3 clusters Score -8837805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -8837800.000000 Penalty: 5336.331055
	Iteration 26Q: 3 clusters Score -8837800 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -8837795.000000 Penalty: 5336.331055
	Iteration 27Q: 3 clusters Score -8837795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -8837797.000000 Penalty: 5336.331055
	Iteration 28Q: 3 clusters Score -8837797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -8837778.000000 Penalty: 5336.331055
	Iteration 29Q: 3 clusters Score -8837778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -8837789.000000 Penalty: 5336.331055
	Iteration 30Q: 3 clusters Score -8837789 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -8837799.000000 Penalty: 5336.331055
	Iteration 31Q: 3 clusters Score -8837799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -8837813.000000 Penalty: 5336.331055
	Iteration 32Q: 3 clusters Score -8837813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -8837809.000000 Penalty: 5336.331055
	Iteration 33Q: 3 clusters Score -8837809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -8837809.000000 Penalty: 5336.331055
	Iteration 34Q: 3 clusters Score -8837809 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8837812.000000 Penalty: 5336.331055
	Iteration 35Q: 3 clusters Score -8837812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -8837808.000000 Penalty: 5336.331055
	Iteration 36Q: 3 clusters Score -8837808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -8837808.000000 Penalty: 5336.331055
	Iteration 37Q: 3 clusters Score -8837808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8837819.000000 Penalty: 5336.331055
	Iteration 38Q: 3 clusters Score -8837819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -8837817.000000 Penalty: 5336.331055
	Iteration 39Q: 3 clusters Score -8837817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8837824.000000 Penalty: 5336.331055
	Iteration 40F: 3 clusters Score -8837824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -8837828.000000 Penalty: 5336.331055
	Iteration 41Q: 3 clusters Score -8837828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -8837829.000000 Penalty: 5336.331055
	Iteration 42Q: 3 clusters Score -8837829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8837827.000000 Penalty: 5336.331055
	Iteration 43Q: 3 clusters Score -8837827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -8837822.000000 Penalty: 5336.331055
	Iteration 44Q: 3 clusters Score -8837822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8837815.000000 Penalty: 5336.331055
	Iteration 45Q: 3 clusters Score -8837815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8837822.000000 Penalty: 5336.331055
	Iteration 46Q: 3 clusters Score -8837822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8837822.000000 Penalty: 5336.331055
	Iteration 47Q: 3 clusters Score -8837822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8837824.000000 Penalty: 5336.331055
	Iteration 48Q: 3 clusters Score -8837824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8837830.000000 Penalty: 5336.331055
	Iteration 49Q: 3 clusters Score -8837830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8837824.000000 Penalty: 5336.331055
	Iteration 50Q: 3 clusters Score -8837824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8837826.000000 Penalty: 5336.331055
	Iteration 51Q: 3 clusters Score -8837826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -8837820.000000 Penalty: 5336.331055
	Iteration 52Q: 3 clusters Score -8837820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -8837822.000000 Penalty: 5336.331055
	Iteration 53Q: 3 clusters Score -8837822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -8837824.000000 Penalty: 5336.331055
	Iteration 54Q: 3 clusters Score -8837824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8837824.000000 Penalty: 5336.331055
	Iteration 55Q: 3 clusters Score -8837824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -8837828.000000 Penalty: 5336.331055
	Iteration 56Q: 3 clusters Score -8837828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8837818.000000 Penalty: 5336.331055
	Iteration 57Q: 3 clusters Score -8837818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -8837820.000000 Penalty: 5336.331055
	Iteration 58Q: 3 clusters Score -8837820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -8837820.000000 Penalty: 5336.331055
	Iteration 59F: 3 clusters Score -8837820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66384.843750 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66384.84 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -66610.476562 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66610.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -66695.289062 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66695.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66782.757812 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66782.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66838.718750 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66838.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66852.625000 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66852.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66854.390625 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66854.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66855.312500 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66855.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66855.312500 Penalty: 2851.698975
	Iteration 8F: 3 clusters Score -66855.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -7922720.000000 Penalty: 2642.719971
	Iteration 0F: 2 clusters Score -7922720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -7894263.500000 Penalty: 5285.439941
	Iteration 0F: 3 clusters Score -7894264 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7905142.500000 Penalty: 5285.439941
	Iteration 1F: 3 clusters Score -7905142 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7905976.500000 Penalty: 5285.439941
	Iteration 2Q: 3 clusters Score -7905976 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -7907355.500000 Penalty: 5285.439941
	Iteration 3F: 3 clusters Score -7907356 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -7909578.000000 Penalty: 5285.439941
	Iteration 4F: 3 clusters Score -7909578 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -7912635.000000 Penalty: 5285.439941
	Iteration 5F: 3 clusters Score -7912635 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -7915873.500000 Penalty: 5285.439941
	Iteration 6F: 3 clusters Score -7915874 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -7919144.500000 Penalty: 5285.439941
	Iteration 7F: 3 clusters Score -7919144 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -7921170.000000 Penalty: 5285.439941
	Iteration 8Q: 3 clusters Score -7921170 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -7921692.000000 Penalty: 5285.439941
	Iteration 9Q: 3 clusters Score -7921692 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -7921851.500000 Penalty: 5285.439941
	Iteration 10Q: 3 clusters Score -7921852 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -7921895.500000 Penalty: 5285.439941
	Iteration 11Q: 3 clusters Score -7921896 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -7921937.500000 Penalty: 5285.439941
	Iteration 12Q: 3 clusters Score -7921938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7921951.000000 Penalty: 5285.439941
	Iteration 13Q: 3 clusters Score -7921951 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -7921964.500000 Penalty: 5285.439941
	Iteration 14Q: 3 clusters Score -7921964 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -7921946.500000 Penalty: 5285.439941
	Iteration 15Q: 3 clusters Score -7921946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -7921944.500000 Penalty: 5285.439941
	Iteration 16Q: 3 clusters Score -7921944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7921940.000000 Penalty: 5285.439941
	Iteration 17Q: 3 clusters Score -7921940 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -7921951.000000 Penalty: 5285.439941
	Iteration 18Q: 3 clusters Score -7921951 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -7921958.000000 Penalty: 5285.439941
	Iteration 19Q: 3 clusters Score -7921958 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7921965.000000 Penalty: 5285.439941
	Iteration 20F: 3 clusters Score -7921965 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7921963.500000 Penalty: 5285.439941
	Iteration 21Q: 3 clusters Score -7921964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -7921975.000000 Penalty: 5285.439941
	Iteration 22Q: 3 clusters Score -7921975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7921983.000000 Penalty: 5285.439941
	Iteration 23Q: 3 clusters Score -7921983 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7921974.500000 Penalty: 5285.439941
	Iteration 24Q: 3 clusters Score -7921974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7921968.000000 Penalty: 5285.439941
	Iteration 25Q: 3 clusters Score -7921968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -7921978.500000 Penalty: 5285.439941
	Iteration 26Q: 3 clusters Score -7921978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7922001.000000 Penalty: 5285.439941
	Iteration 27Q: 3 clusters Score -7922001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38726 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7921977.500000 Penalty: 5285.439941
	Iteration 28Q: 3 clusters Score -7921978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7921973.000000 Penalty: 5285.439941
	Iteration 29Q: 3 clusters Score -7921973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -7921967.500000 Penalty: 5285.439941
	Iteration 30Q: 3 clusters Score -7921968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -7921971.000000 Penalty: 5285.439941
	Iteration 31Q: 3 clusters Score -7921971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7921966.500000 Penalty: 5285.439941
	Iteration 32Q: 3 clusters Score -7921966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7921980.000000 Penalty: 5285.439941
	Iteration 33Q: 3 clusters Score -7921980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7921980.500000 Penalty: 5285.439941
	Iteration 34Q: 3 clusters Score -7921980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7921994.000000 Penalty: 5285.439941
	Iteration 35Q: 3 clusters Score -7921994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7921999.500000 Penalty: 5285.439941
	Iteration 36Q: 3 clusters Score -7922000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7922008.500000 Penalty: 5285.439941
	Iteration 37Q: 3 clusters Score -7922008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7922002.000000 Penalty: 5285.439941
	Iteration 38Q: 3 clusters Score -7922002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7922002.500000 Penalty: 5285.439941
	Iteration 39Q: 3 clusters Score -7922002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7922007.500000 Penalty: 5285.439941
	Iteration 40F: 3 clusters Score -7922008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7922004.500000 Penalty: 5285.439941
	Iteration 41Q: 3 clusters Score -7922004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7922006.500000 Penalty: 5285.439941
	Iteration 42Q: 3 clusters Score -7922006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7921996.500000 Penalty: 5285.439941
	Iteration 43Q: 3 clusters Score -7921996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -7921991.000000 Penalty: 5285.439941
	Iteration 44Q: 3 clusters Score -7921991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7921991.000000 Penalty: 5285.439941
	Iteration 45Q: 3 clusters Score -7921991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7921993.500000 Penalty: 5285.439941
	Iteration 46Q: 3 clusters Score -7921994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7921996.000000 Penalty: 5285.439941
	Iteration 47Q: 3 clusters Score -7921996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7922014.500000 Penalty: 5285.439941
	Iteration 48Q: 3 clusters Score -7922014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7921998.500000 Penalty: 5285.439941
	Iteration 49Q: 3 clusters Score -7921998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -7921998.000000 Penalty: 5285.439941
	Iteration 50Q: 3 clusters Score -7921998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7921995.500000 Penalty: 5285.439941
	Iteration 51Q: 3 clusters Score -7921996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7921994.500000 Penalty: 5285.439941
	Iteration 52Q: 3 clusters Score -7921994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -7921993.500000 Penalty: 5285.439941
	Iteration 53Q: 3 clusters Score -7921994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7921996.000000 Penalty: 5285.439941
	Iteration 54Q: 3 clusters Score -7921996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7922005.500000 Penalty: 5285.439941
	Iteration 55Q: 3 clusters Score -7922006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7922005.000000 Penalty: 5285.439941
	Iteration 56Q: 3 clusters Score -7922005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7921999.500000 Penalty: 5285.439941
	Iteration 57Q: 3 clusters Score -7922000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -7921999.500000 Penalty: 5285.439941
	Iteration 58Q: 3 clusters Score -7922000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7921998.500000 Penalty: 5285.439941
	Iteration 59Q: 3 clusters Score -7921998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -7921997.000000 Penalty: 5285.439941
	Iteration 60F: 3 clusters Score -7921997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Entering Unmasked Estep 
Score: -3084095.500000 Penalty: 2408.867188
	Iteration 0F: 2 clusters Score -3084096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -3072312.750000 Penalty: 4817.734375
	Iteration 0F: 3 clusters Score -3072313 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -3075984.500000 Penalty: 4817.734375
	Iteration 1F: 3 clusters Score -3075984 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3076241.000000 Penalty: 4817.734375
	Iteration 2F: 3 clusters Score -3076241 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3076460.250000 Penalty: 4817.734375
	Iteration 3Q: 3 clusters Score -3076460 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -3076606.000000 Penalty: 4817.734375
	Iteration 4Q: 3 clusters Score -3076606 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3076722.250000 Penalty: 4817.734375
	Iteration 5Q: 3 clusters Score -3076722 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -3076817.000000 Penalty: 4817.734375
	Iteration 6Q: 3 clusters Score -3076817 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -3076931.000000 Penalty: 4817.734375
	Iteration 7Q: 3 clusters Score -3076931 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3077030.750000 Penalty: 4817.734375
	Iteration 8Q: 3 clusters Score -3077031 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3077157.000000 Penalty: 4817.734375
	Iteration 9Q: 3 clusters Score -3077157 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3077312.500000 Penalty: 4817.734375
	Iteration 10Q: 3 clusters Score -3077312 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3077517.750000 Penalty: 4817.734375
	Iteration 11Q: 3 clusters Score -3077518 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3077816.250000 Penalty: 4817.734375
	Iteration 12Q: 3 clusters Score -3077816 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3078294.500000 Penalty: 4817.734375
	Iteration 13Q: 3 clusters Score -3078294 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -3078944.250000 Penalty: 4817.734375
	Iteration 14F: 3 clusters Score -3078944 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3079778.250000 Penalty: 4817.734375
	Iteration 15F: 3 clusters Score -3079778 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3080615.750000 Penalty: 4817.734375
	Iteration 16F: 3 clusters Score -3080616 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3081245.500000 Penalty: 4817.734375
	Iteration 17Q: 3 clusters Score -3081246 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3081619.750000 Penalty: 4817.734375
	Iteration 18Q: 3 clusters Score -3081620 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3081849.000000 Penalty: 4817.734375
	Iteration 19Q: 3 clusters Score -3081849 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3081982.500000 Penalty: 4817.734375
	Iteration 20F: 3 clusters Score -3081982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3082076.250000 Penalty: 4817.734375
	Iteration 21Q: 3 clusters Score -3082076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3082157.500000 Penalty: 4817.734375
	Iteration 22Q: 3 clusters Score -3082158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3082204.500000 Penalty: 4817.734375
	Iteration 23Q: 3 clusters Score -3082204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3082251.750000 Penalty: 4817.734375
	Iteration 24Q: 3 clusters Score -3082252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3082292.000000 Penalty: 4817.734375
	Iteration 25Q: 3 clusters Score -3082292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3082305.500000 Penalty: 4817.734375
	Iteration 26Q: 3 clusters Score -3082306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3082317.750000 Penalty: 4817.734375
	Iteration 27Q: 3 clusters Score -3082318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3082321.000000 Penalty: 4817.734375
	Iteration 28Q: 3 clusters Score -3082321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3082320.250000 Penalty: 4817.734375
	Iteration 29Q: 3 clusters Score -3082320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3082323.500000 Penalty: 4817.734375
	Iteration 30Q: 3 clusters Score -3082324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3082327.500000 Penalty: 4817.734375
	Iteration 31Q: 3 clusters Score -3082328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3082327.500000 Penalty: 4817.734375
	Iteration 32Q: 3 clusters Score -3082328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3082332.000000 Penalty: 4817.734375
	Iteration 33Q: 3 clusters Score -3082332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3082332.250000 Penalty: 4817.734375
	Iteration 34Q: 3 clusters Score -3082332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3082341.500000 Penalty: 4817.734375
	Iteration 35Q: 3 clusters Score -3082342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3082344.500000 Penalty: 4817.734375
	Iteration 36Q: 3 clusters Score -3082344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3082346.750000 Penalty: 4817.734375
	Iteration 37Q: 3 clusters Score -3082347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3082342.500000 Penalty: 4817.734375
	Iteration 38Q: 3 clusters Score -3082342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3082344.250000 Penalty: 4817.734375
	Iteration 39Q: 3 clusters Score -3082344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3082344.250000 Penalty: 4817.734375
	Iteration 40F: 3 clusters Score -3082344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Entering Unmasked Estep 
Score: -8320560.500000 Penalty: 2656.419434
	Iteration 0F: 2 clusters Score -8320560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8290418.500000 Penalty: 5312.838867
	Iteration 0F: 3 clusters Score -8290418 nChanged 20723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -8301865.500000 Penalty: 5312.838867
	Iteration 1F: 3 clusters Score -8301866 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8302486.000000 Penalty: 5312.838867
	Iteration 2Q: 3 clusters Score -8302486 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -8303230.500000 Penalty: 5312.838867
	Iteration 3Q: 3 clusters Score -8303230 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -8304153.500000 Penalty: 5312.838867
	Iteration 4Q: 3 clusters Score -8304154 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -8305365.000000 Penalty: 5312.838867
	Iteration 5Q: 3 clusters Score -8305365 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -8306941.000000 Penalty: 5312.838867
	Iteration 6F: 3 clusters Score -8306941 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8308868.000000 Penalty: 5312.838867
	Iteration 7F: 3 clusters Score -8308868 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -8310940.500000 Penalty: 5312.838867
	Iteration 8F: 3 clusters Score -8310940 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -8312956.500000 Penalty: 5312.838867
	Iteration 9F: 3 clusters Score -8312956 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -8314629.500000 Penalty: 5312.838867
	Iteration 10Q: 3 clusters Score -8314630 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8315895.500000 Penalty: 5312.838867
	Iteration 11Q: 3 clusters Score -8315896 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8316778.500000 Penalty: 5312.838867
	Iteration 12Q: 3 clusters Score -8316778 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8317299.000000 Penalty: 5312.838867
	Iteration 13Q: 3 clusters Score -8317299 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8317628.500000 Penalty: 5312.838867
	Iteration 14Q: 3 clusters Score -8317628 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8317854.500000 Penalty: 5312.838867
	Iteration 15Q: 3 clusters Score -8317854 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -8317970.000000 Penalty: 5312.838867
	Iteration 16Q: 3 clusters Score -8317970 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8318078.500000 Penalty: 5312.838867
	Iteration 17Q: 3 clusters Score -8318078 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8318138.000000 Penalty: 5312.838867
	Iteration 18Q: 3 clusters Score -8318138 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8318194.500000 Penalty: 5312.838867
	Iteration 19Q: 3 clusters Score -8318194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8318221.000000 Penalty: 5312.838867
	Iteration 20F: 3 clusters Score -8318221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8318246.000000 Penalty: 5312.838867
	Iteration 21Q: 3 clusters Score -8318246 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8318264.000000 Penalty: 5312.838867
	Iteration 22Q: 3 clusters Score -8318264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8318288.000000 Penalty: 5312.838867
	Iteration 23Q: 3 clusters Score -8318288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8318298.000000 Penalty: 5312.838867
	Iteration 24Q: 3 clusters Score -8318298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8318314.500000 Penalty: 5312.838867
	Iteration 25Q: 3 clusters Score -8318314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44126 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8318319.500000 Penalty: 5312.838867
	Iteration 26Q: 3 clusters Score -8318320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8318326.000000 Penalty: 5312.838867
	Iteration 27Q: 3 clusters Score -8318326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8318336.000000 Penalty: 5312.838867
	Iteration 28Q: 3 clusters Score -8318336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8318341.000000 Penalty: 5312.838867
	Iteration 29Q: 3 clusters Score -8318341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8318357.000000 Penalty: 5312.838867
	Iteration 30Q: 3 clusters Score -8318357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8318361.000000 Penalty: 5312.838867
	Iteration 31Q: 3 clusters Score -8318361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8318374.000000 Penalty: 5312.838867
	Iteration 32Q: 3 clusters Score -8318374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8318374.000000 Penalty: 5312.838867
	Iteration 33Q: 3 clusters Score -8318374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8318386.500000 Penalty: 5312.838867
	Iteration 34Q: 3 clusters Score -8318386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8318396.500000 Penalty: 5312.838867
	Iteration 35Q: 3 clusters Score -8318396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8318400.500000 Penalty: 5312.838867
	Iteration 36Q: 3 clusters Score -8318400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8318413.500000 Penalty: 5312.838867
	Iteration 37Q: 3 clusters Score -8318414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8318422.500000 Penalty: 5312.838867
	Iteration 38Q: 3 clusters Score -8318422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8318425.000000 Penalty: 5312.838867
	Iteration 39Q: 3 clusters Score -8318425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8318429.000000 Penalty: 5312.838867
	Iteration 40F: 3 clusters Score -8318429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8318431.500000 Penalty: 5312.838867
	Iteration 41Q: 3 clusters Score -8318432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8318438.000000 Penalty: 5312.838867
	Iteration 42Q: 3 clusters Score -8318438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8318442.500000 Penalty: 5312.838867
	Iteration 43Q: 3 clusters Score -8318442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8318445.000000 Penalty: 5312.838867
	Iteration 44Q: 3 clusters Score -8318445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8318448.000000 Penalty: 5312.838867
	Iteration 45Q: 3 clusters Score -8318448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8318446.000000 Penalty: 5312.838867
	Iteration 46Q: 3 clusters Score -8318446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8318450.500000 Penalty: 5312.838867
	Iteration 47Q: 3 clusters Score -8318450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8318455.000000 Penalty: 5312.838867
	Iteration 48Q: 3 clusters Score -8318455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8318454.500000 Penalty: 5312.838867
	Iteration 49Q: 3 clusters Score -8318454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8318459.500000 Penalty: 5312.838867
	Iteration 50Q: 3 clusters Score -8318460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8318457.500000 Penalty: 5312.838867
	Iteration 51Q: 3 clusters Score -8318458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8318453.000000 Penalty: 5312.838867
	Iteration 52Q: 3 clusters Score -8318453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8318453.000000 Penalty: 5312.838867
	Iteration 53F: 3 clusters Score -8318453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -92249.078125 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92249.08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92487.117188 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92487.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -92597.968750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92597.97 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -92684.179688 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92684.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -92751.312500 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92751.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -92827.171875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92827.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -92877.851562 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92877.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92932.921875 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92932.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -92976.968750 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92976.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -92994.546875 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -92994.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -93008.671875 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -93008.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93012.203125 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -93012.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -93012.203125 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -93012.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -183661.921875 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -183661.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181701.593750 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -181701.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182022.031250 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -182022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -182108.046875 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -182108 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -182178.734375 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -182178.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -182222.250000 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -182222.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182267.281250 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -182267.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182305.296875 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -182305.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -182353.515625 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -182353.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -182397.546875 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -182397.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -182454.687500 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -182454.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -182523.546875 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -182523.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -182575.796875 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -182575.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -182600.125000 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -182600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -182624.562500 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -182624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -182662.281250 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -182662.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -182712.187500 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -182712.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -182767.406250 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -182767.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -182878.218750 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -182878.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -183031.390625 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -183031.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -183255.953125 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -183256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -183589.328125 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -183589.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -183865.031250 Penalty: 3451.861816
	Iteration 21F: 3 clusters Score -183865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -184064.093750 Penalty: 3451.861816
	Iteration 22Q: 3 clusters Score -184064.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -184173.140625 Penalty: 3451.861816
	Iteration 23Q: 3 clusters Score -184173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -184187.046875 Penalty: 3451.861816
	Iteration 24Q: 3 clusters Score -184187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -184204.593750 Penalty: 3451.861816
	Iteration 25Q: 3 clusters Score -184204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184208.593750 Penalty: 3451.861816
	Iteration 26Q: 3 clusters Score -184208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184208.593750 Penalty: 3451.861816
	Iteration 27F: 3 clusters Score -184208.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42452 members 
Mstep: Class 4 contains 16534 members 
Mstep: Class 5 contains 44863 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 537 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 52713 members 
Mstep: Class 10 contains 49627 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 32073 members 
Mstep: Class 13 contains 40742 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 47214 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 47255 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25498 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 39189 members 
Mstep: Class 28 contains 41751 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49976 members 
Mstep: Class 31 contains 43680 members 
Mstep: Class 32 contains 516 members 
Entering Unmasked Estep 
Score: -137161200.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137162320.000000 to -137161200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Entering Unmasked Estep 
Score: -1046184.875000 Penalty: 2140.812012
	Iteration 0F: 2 clusters Score -1046185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1041243.937500 Penalty: 4281.624023
	Iteration 0F: 3 clusters Score -1041244 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1042424.875000 Penalty: 4281.624023
	Iteration 1F: 3 clusters Score -1042425 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1042647.062500 Penalty: 4281.624023
	Iteration 2F: 3 clusters Score -1042647 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1042799.625000 Penalty: 4281.624023
	Iteration 3F: 3 clusters Score -1042800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1042898.187500 Penalty: 4281.624023
	Iteration 4Q: 3 clusters Score -1042898 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1042971.875000 Penalty: 4281.624023
	Iteration 5Q: 3 clusters Score -1042972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1043036.750000 Penalty: 4281.624023
	Iteration 6Q: 3 clusters Score -1043037 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1043086.000000 Penalty: 4281.624023
	Iteration 7Q: 3 clusters Score -1043086 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1043124.125000 Penalty: 4281.624023
	Iteration 8Q: 3 clusters Score -1043124 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1043145.000000 Penalty: 4281.624023
	Iteration 9Q: 3 clusters Score -1043145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1043163.625000 Penalty: 4281.624023
	Iteration 10Q: 3 clusters Score -1043164 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1043186.812500 Penalty: 4281.624023
	Iteration 11Q: 3 clusters Score -1043187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1043202.625000 Penalty: 4281.624023
	Iteration 12Q: 3 clusters Score -1043203 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1043215.562500 Penalty: 4281.624023
	Iteration 13Q: 3 clusters Score -1043216 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1043224.937500 Penalty: 4281.624023
	Iteration 14Q: 3 clusters Score -1043225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1043234.750000 Penalty: 4281.624023
	Iteration 15Q: 3 clusters Score -1043235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1043244.062500 Penalty: 4281.624023
	Iteration 16Q: 3 clusters Score -1043244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1043251.812500 Penalty: 4281.624023
	Iteration 17Q: 3 clusters Score -1043252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1043258.062500 Penalty: 4281.624023
	Iteration 18Q: 3 clusters Score -1043258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1043264.562500 Penalty: 4281.624023
	Iteration 19Q: 3 clusters Score -1043265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1043265.812500 Penalty: 4281.624023
	Iteration 20F: 3 clusters Score -1043266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1043266.375000 Penalty: 4281.624023
	Iteration 21Q: 3 clusters Score -1043266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1043268.375000 Penalty: 4281.624023
	Iteration 22Q: 3 clusters Score -1043268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1043269.187500 Penalty: 4281.624023
	Iteration 23Q: 3 clusters Score -1043269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1043275.562500 Penalty: 4281.624023
	Iteration 24Q: 3 clusters Score -1043276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1043278.187500 Penalty: 4281.624023
	Iteration 25Q: 3 clusters Score -1043278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1043284.062500 Penalty: 4281.624023
	Iteration 26Q: 3 clusters Score -1043284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1043289.250000 Penalty: 4281.624023
	Iteration 27Q: 3 clusters Score -1043289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1043298.812500 Penalty: 4281.624023
	Iteration 28Q: 3 clusters Score -1043299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1043303.187500 Penalty: 4281.624023
	Iteration 29Q: 3 clusters Score -1043303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1043311.750000 Penalty: 4281.624023
	Iteration 30Q: 3 clusters Score -1043312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1043317.062500 Penalty: 4281.624023
	Iteration 31Q: 3 clusters Score -1043317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1043323.687500 Penalty: 4281.624023
	Iteration 32Q: 3 clusters Score -1043324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1043329.500000 Penalty: 4281.624023
	Iteration 33Q: 3 clusters Score -1043330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1043335.250000 Penalty: 4281.624023
	Iteration 34Q: 3 clusters Score -1043335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1043342.312500 Penalty: 4281.624023
	Iteration 35Q: 3 clusters Score -1043342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1043349.437500 Penalty: 4281.624023
	Iteration 36Q: 3 clusters Score -1043349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1043359.687500 Penalty: 4281.624023
	Iteration 37Q: 3 clusters Score -1043360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1043369.250000 Penalty: 4281.624023
	Iteration 38Q: 3 clusters Score -1043369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1043376.125000 Penalty: 4281.624023
	Iteration 39Q: 3 clusters Score -1043376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1043382.937500 Penalty: 4281.624023
	Iteration 40F: 3 clusters Score -1043383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1043392.062500 Penalty: 4281.624023
	Iteration 41Q: 3 clusters Score -1043392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1043400.625000 Penalty: 4281.624023
	Iteration 42Q: 3 clusters Score -1043401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1043410.875000 Penalty: 4281.624023
	Iteration 43Q: 3 clusters Score -1043411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1043422.562500 Penalty: 4281.624023
	Iteration 44Q: 3 clusters Score -1043423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1043428.312500 Penalty: 4281.624023
	Iteration 45Q: 3 clusters Score -1043428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1043433.687500 Penalty: 4281.624023
	Iteration 46Q: 3 clusters Score -1043434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1043438.437500 Penalty: 4281.624023
	Iteration 47Q: 3 clusters Score -1043438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1043443.687500 Penalty: 4281.624023
	Iteration 48Q: 3 clusters Score -1043444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1043447.375000 Penalty: 4281.624023
	Iteration 49Q: 3 clusters Score -1043447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1043456.125000 Penalty: 4281.624023
	Iteration 50Q: 3 clusters Score -1043456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1043461.062500 Penalty: 4281.624023
	Iteration 51Q: 3 clusters Score -1043461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1043470.687500 Penalty: 4281.624023
	Iteration 52Q: 3 clusters Score -1043471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1043478.312500 Penalty: 4281.624023
	Iteration 53Q: 3 clusters Score -1043478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1043485.625000 Penalty: 4281.624023
	Iteration 54Q: 3 clusters Score -1043486 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1043490.437500 Penalty: 4281.624023
	Iteration 55Q: 3 clusters Score -1043490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1043497.687500 Penalty: 4281.624023
	Iteration 56Q: 3 clusters Score -1043498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1043504.125000 Penalty: 4281.624023
	Iteration 57Q: 3 clusters Score -1043504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1043511.875000 Penalty: 4281.624023
	Iteration 58Q: 3 clusters Score -1043512 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1043525.187500 Penalty: 4281.624023
	Iteration 59Q: 3 clusters Score -1043525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1043534.875000 Penalty: 4281.624023
	Iteration 60F: 3 clusters Score -1043535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1043548.687500 Penalty: 4281.624023
	Iteration 61Q: 3 clusters Score -1043549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1043563.625000 Penalty: 4281.624023
	Iteration 62Q: 3 clusters Score -1043564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1043579.562500 Penalty: 4281.624023
	Iteration 63Q: 3 clusters Score -1043580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1043595.375000 Penalty: 4281.624023
	Iteration 64Q: 3 clusters Score -1043595 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1043623.000000 Penalty: 4281.624023
	Iteration 65Q: 3 clusters Score -1043623 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1043655.500000 Penalty: 4281.624023
	Iteration 66Q: 3 clusters Score -1043656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1043679.812500 Penalty: 4281.624023
	Iteration 67Q: 3 clusters Score -1043680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1043702.687500 Penalty: 4281.624023
	Iteration 68Q: 3 clusters Score -1043703 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1043724.812500 Penalty: 4281.624023
	Iteration 69Q: 3 clusters Score -1043725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1043756.125000 Penalty: 4281.624023
	Iteration 70Q: 3 clusters Score -1043756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1043801.625000 Penalty: 4281.624023
	Iteration 71Q: 3 clusters Score -1043802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1043845.500000 Penalty: 4281.624023
	Iteration 72Q: 3 clusters Score -1043846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1043886.312500 Penalty: 4281.624023
	Iteration 73Q: 3 clusters Score -1043886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1043923.125000 Penalty: 4281.624023
	Iteration 74Q: 3 clusters Score -1043923 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1043954.937500 Penalty: 4281.624023
	Iteration 75Q: 3 clusters Score -1043955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1043987.812500 Penalty: 4281.624023
	Iteration 76Q: 3 clusters Score -1043988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1044012.000000 Penalty: 4281.624023
	Iteration 77Q: 3 clusters Score -1044012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1044034.875000 Penalty: 4281.624023
	Iteration 78Q: 3 clusters Score -1044035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1044058.875000 Penalty: 4281.624023
	Iteration 79Q: 3 clusters Score -1044059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1044076.250000 Penalty: 4281.624023
	Iteration 80F: 3 clusters Score -1044076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1044101.625000 Penalty: 4281.624023
	Iteration 81Q: 3 clusters Score -1044102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1044119.437500 Penalty: 4281.624023
	Iteration 82Q: 3 clusters Score -1044119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1044137.812500 Penalty: 4281.624023
	Iteration 83Q: 3 clusters Score -1044138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1044155.000000 Penalty: 4281.624023
	Iteration 84Q: 3 clusters Score -1044155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1044173.500000 Penalty: 4281.624023
	Iteration 85Q: 3 clusters Score -1044174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1044183.312500 Penalty: 4281.624023
	Iteration 86Q: 3 clusters Score -1044183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1044198.125000 Penalty: 4281.624023
	Iteration 87Q: 3 clusters Score -1044198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1044211.312500 Penalty: 4281.624023
	Iteration 88Q: 3 clusters Score -1044211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1044222.250000 Penalty: 4281.624023
	Iteration 89Q: 3 clusters Score -1044222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1044229.375000 Penalty: 4281.624023
	Iteration 90Q: 3 clusters Score -1044229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1044239.687500 Penalty: 4281.624023
	Iteration 91Q: 3 clusters Score -1044240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1044252.375000 Penalty: 4281.624023
	Iteration 92Q: 3 clusters Score -1044252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1044265.250000 Penalty: 4281.624023
	Iteration 93Q: 3 clusters Score -1044265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1044277.375000 Penalty: 4281.624023
	Iteration 94Q: 3 clusters Score -1044277 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1044293.937500 Penalty: 4281.624023
	Iteration 95Q: 3 clusters Score -1044294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1044303.625000 Penalty: 4281.624023
	Iteration 96Q: 3 clusters Score -1044304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1044311.812500 Penalty: 4281.624023
	Iteration 97Q: 3 clusters Score -1044312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1044315.812500 Penalty: 4281.624023
	Iteration 98Q: 3 clusters Score -1044316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1044318.687500 Penalty: 4281.624023
	Iteration 99Q: 3 clusters Score -1044319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1044323.500000 Penalty: 4281.624023
	Iteration 100F: 3 clusters Score -1044324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1044325.562500 Penalty: 4281.624023
	Iteration 101Q: 3 clusters Score -1044326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1044331.375000 Penalty: 4281.624023
	Iteration 102Q: 3 clusters Score -1044331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1044331.062500 Penalty: 4281.624023
	Iteration 103Q: 3 clusters Score -1044331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1044332.500000 Penalty: 4281.624023
	Iteration 104Q: 3 clusters Score -1044332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1044333.750000 Penalty: 4281.624023
	Iteration 105Q: 3 clusters Score -1044334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1044336.125000 Penalty: 4281.624023
	Iteration 106Q: 3 clusters Score -1044336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1044339.562500 Penalty: 4281.624023
	Iteration 107Q: 3 clusters Score -1044340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1044345.000000 Penalty: 4281.624023
	Iteration 108Q: 3 clusters Score -1044345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1044347.312500 Penalty: 4281.624023
	Iteration 109Q: 3 clusters Score -1044347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1044355.437500 Penalty: 4281.624023
	Iteration 110Q: 3 clusters Score -1044355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1044359.000000 Penalty: 4281.624023
	Iteration 111Q: 3 clusters Score -1044359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1044359.000000 Penalty: 4281.624023
	Iteration 112F: 3 clusters Score -1044359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52713 members 
Entering Unmasked Estep 
Score: -9887114.000000 Penalty: 2696.409180
	Iteration 0F: 2 clusters Score -9887114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -9855358.000000 Penalty: 5392.818359
	Iteration 0F: 3 clusters Score -9855358 nChanged 24593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -9868643.000000 Penalty: 5392.818359
	Iteration 1F: 3 clusters Score -9868643 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9869115.000000 Penalty: 5392.818359
	Iteration 2Q: 3 clusters Score -9869115 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -9869556.000000 Penalty: 5392.818359
	Iteration 3Q: 3 clusters Score -9869556 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -9870149.000000 Penalty: 5392.818359
	Iteration 4Q: 3 clusters Score -9870149 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -9870710.000000 Penalty: 5392.818359
	Iteration 5Q: 3 clusters Score -9870710 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -9871445.000000 Penalty: 5392.818359
	Iteration 6Q: 3 clusters Score -9871445 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -9872594.000000 Penalty: 5392.818359
	Iteration 7Q: 3 clusters Score -9872594 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9874451.000000 Penalty: 5392.818359
	Iteration 8F: 3 clusters Score -9874451 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -9877390.000000 Penalty: 5392.818359
	Iteration 9F: 3 clusters Score -9877390 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -9880811.000000 Penalty: 5392.818359
	Iteration 10F: 3 clusters Score -9880811 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 31012 members 
Entering Unmasked Estep 
Score: -9883032.000000 Penalty: 5392.818359
	Iteration 11F: 3 clusters Score -9883032 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -9884328.000000 Penalty: 5392.818359
	Iteration 12Q: 3 clusters Score -9884328 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -9885140.000000 Penalty: 5392.818359
	Iteration 13Q: 3 clusters Score -9885140 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -9885665.000000 Penalty: 5392.818359
	Iteration 14Q: 3 clusters Score -9885665 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -9886085.000000 Penalty: 5392.818359
	Iteration 15Q: 3 clusters Score -9886085 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -9886314.000000 Penalty: 5392.818359
	Iteration 16Q: 3 clusters Score -9886314 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -9886497.000000 Penalty: 5392.818359
	Iteration 17Q: 3 clusters Score -9886497 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9886619.000000 Penalty: 5392.818359
	Iteration 18Q: 3 clusters Score -9886619 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 34946 members 
Entering Unmasked Estep 
Score: -9886707.000000 Penalty: 5392.818359
	Iteration 19Q: 3 clusters Score -9886707 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9886730.000000 Penalty: 5392.818359
	Iteration 20F: 3 clusters Score -9886730 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -9886752.000000 Penalty: 5392.818359
	Iteration 21Q: 3 clusters Score -9886752 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -9886749.000000 Penalty: 5392.818359
	Iteration 22Q: 3 clusters Score -9886749 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -9886747.000000 Penalty: 5392.818359
	Iteration 23Q: 3 clusters Score -9886747 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -9886775.000000 Penalty: 5392.818359
	Iteration 24Q: 3 clusters Score -9886775 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -9886780.000000 Penalty: 5392.818359
	Iteration 25Q: 3 clusters Score -9886780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -9886771.000000 Penalty: 5392.818359
	Iteration 26Q: 3 clusters Score -9886771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -9886795.000000 Penalty: 5392.818359
	Iteration 27Q: 3 clusters Score -9886795 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -9886828.000000 Penalty: 5392.818359
	Iteration 28Q: 3 clusters Score -9886828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -9886826.000000 Penalty: 5392.818359
	Iteration 29Q: 3 clusters Score -9886826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -9886839.000000 Penalty: 5392.818359
	Iteration 30Q: 3 clusters Score -9886839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -9886862.000000 Penalty: 5392.818359
	Iteration 31Q: 3 clusters Score -9886862 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -9886860.000000 Penalty: 5392.818359
	Iteration 32Q: 3 clusters Score -9886860 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -9886853.000000 Penalty: 5392.818359
	Iteration 33Q: 3 clusters Score -9886853 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -9886844.000000 Penalty: 5392.818359
	Iteration 34Q: 3 clusters Score -9886844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -9886847.000000 Penalty: 5392.818359
	Iteration 35Q: 3 clusters Score -9886847 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -9886864.000000 Penalty: 5392.818359
	Iteration 36Q: 3 clusters Score -9886864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -9886835.000000 Penalty: 5392.818359
	Iteration 37Q: 3 clusters Score -9886835 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -9886822.000000 Penalty: 5392.818359
	Iteration 38Q: 3 clusters Score -9886822 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -9886829.000000 Penalty: 5392.818359
	Iteration 39Q: 3 clusters Score -9886829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -9886828.000000 Penalty: 5392.818359
	Iteration 40F: 3 clusters Score -9886828 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -9886852.000000 Penalty: 5392.818359
	Iteration 41Q: 3 clusters Score -9886852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -9886848.000000 Penalty: 5392.818359
	Iteration 42Q: 3 clusters Score -9886848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -9886868.000000 Penalty: 5392.818359
	Iteration 43Q: 3 clusters Score -9886868 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -9886878.000000 Penalty: 5392.818359
	Iteration 44Q: 3 clusters Score -9886878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -9886884.000000 Penalty: 5392.818359
	Iteration 45Q: 3 clusters Score -9886884 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -9886887.000000 Penalty: 5392.818359
	Iteration 46Q: 3 clusters Score -9886887 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -9886891.000000 Penalty: 5392.818359
	Iteration 47Q: 3 clusters Score -9886891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -9886869.000000 Penalty: 5392.818359
	Iteration 48Q: 3 clusters Score -9886869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -9886882.000000 Penalty: 5392.818359
	Iteration 49Q: 3 clusters Score -9886882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -9886868.000000 Penalty: 5392.818359
	Iteration 50Q: 3 clusters Score -9886868 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -9886873.000000 Penalty: 5392.818359
	Iteration 51Q: 3 clusters Score -9886873 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -9886883.000000 Penalty: 5392.818359
	Iteration 52Q: 3 clusters Score -9886883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -9886841.000000 Penalty: 5392.818359
	Iteration 53Q: 3 clusters Score -9886841 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -9886844.000000 Penalty: 5392.818359
	Iteration 54Q: 3 clusters Score -9886844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -9886888.000000 Penalty: 5392.818359
	Iteration 55Q: 3 clusters Score -9886888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -9886893.000000 Penalty: 5392.818359
	Iteration 56Q: 3 clusters Score -9886893 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9886926.000000 Penalty: 5392.818359
	Iteration 57Q: 3 clusters Score -9886926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -9886881.000000 Penalty: 5392.818359
	Iteration 58Q: 3 clusters Score -9886881 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9886904.000000 Penalty: 5392.818359
	Iteration 59Q: 3 clusters Score -9886904 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -9886898.000000 Penalty: 5392.818359
	Iteration 60F: 3 clusters Score -9886898 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -9886931.000000 Penalty: 5392.818359
	Iteration 61Q: 3 clusters Score -9886931 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -9886915.000000 Penalty: 5392.818359
	Iteration 62Q: 3 clusters Score -9886915 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -9886891.000000 Penalty: 5392.818359
	Iteration 63Q: 3 clusters Score -9886891 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -9886825.000000 Penalty: 5392.818359
	Iteration 64Q: 3 clusters Score -9886825 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -9886825.000000 Penalty: 5392.818359
	Iteration 65Q: 3 clusters Score -9886825 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -9886808.000000 Penalty: 5392.818359
	Iteration 66Q: 3 clusters Score -9886808 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -9886758.000000 Penalty: 5392.818359
	Iteration 67Q: 3 clusters Score -9886758 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -9886743.000000 Penalty: 5392.818359
	Iteration 68Q: 3 clusters Score -9886743 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -9886706.000000 Penalty: 5392.818359
	Iteration 69Q: 3 clusters Score -9886706 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -9886643.000000 Penalty: 5392.818359
	Iteration 70Q: 3 clusters Score -9886643 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -9886614.000000 Penalty: 5392.818359
	Iteration 71Q: 3 clusters Score -9886614 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9886572.000000 Penalty: 5392.818359
	Iteration 72Q: 3 clusters Score -9886572 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -9886500.000000 Penalty: 5392.818359
	Iteration 73Q: 3 clusters Score -9886500 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -9886431.000000 Penalty: 5392.818359
	Iteration 74Q: 3 clusters Score -9886431 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -9886343.000000 Penalty: 5392.818359
	Iteration 75Q: 3 clusters Score -9886343 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -9886313.000000 Penalty: 5392.818359
	Iteration 76Q: 3 clusters Score -9886313 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -9886154.000000 Penalty: 5392.818359
	Iteration 77Q: 3 clusters Score -9886154 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -9886137.000000 Penalty: 5392.818359
	Iteration 78Q: 3 clusters Score -9886137 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -9886032.000000 Penalty: 5392.818359
	Iteration 79Q: 3 clusters Score -9886032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -9885922.000000 Penalty: 5392.818359
	Iteration 80F: 3 clusters Score -9885922 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9885832.000000 Penalty: 5392.818359
	Iteration 81Q: 3 clusters Score -9885832 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -9885724.000000 Penalty: 5392.818359
	Iteration 82Q: 3 clusters Score -9885724 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -9885767.000000 Penalty: 5392.818359
	Iteration 83Q: 3 clusters Score -9885767 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9885863.000000 Penalty: 5392.818359
	Iteration 84Q: 3 clusters Score -9885863 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9885932.000000 Penalty: 5392.818359
	Iteration 85Q: 3 clusters Score -9885932 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -9885938.000000 Penalty: 5392.818359
	Iteration 86Q: 3 clusters Score -9885938 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -9885911.000000 Penalty: 5392.818359
	Iteration 87Q: 3 clusters Score -9885911 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -9885921.000000 Penalty: 5392.818359
	Iteration 88Q: 3 clusters Score -9885921 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -9885903.000000 Penalty: 5392.818359
	Iteration 89Q: 3 clusters Score -9885903 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -9885886.000000 Penalty: 5392.818359
	Iteration 90Q: 3 clusters Score -9885886 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -9885873.000000 Penalty: 5392.818359
	Iteration 91Q: 3 clusters Score -9885873 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9885860.000000 Penalty: 5392.818359
	Iteration 92Q: 3 clusters Score -9885860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -9885829.000000 Penalty: 5392.818359
	Iteration 93Q: 3 clusters Score -9885829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9885806.000000 Penalty: 5392.818359
	Iteration 94Q: 3 clusters Score -9885806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -9885799.000000 Penalty: 5392.818359
	Iteration 95Q: 3 clusters Score -9885799 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9885796.000000 Penalty: 5392.818359
	Iteration 96Q: 3 clusters Score -9885796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9885786.000000 Penalty: 5392.818359
	Iteration 97Q: 3 clusters Score -9885786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -9885794.000000 Penalty: 5392.818359
	Iteration 98Q: 3 clusters Score -9885794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -9885786.000000 Penalty: 5392.818359
	Iteration 99Q: 3 clusters Score -9885786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -9885778.000000 Penalty: 5392.818359
	Iteration 100F: 3 clusters Score -9885778 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -9885764.000000 Penalty: 5392.818359
	Iteration 101Q: 3 clusters Score -9885764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -9885754.000000 Penalty: 5392.818359
	Iteration 102Q: 3 clusters Score -9885754 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9885747.000000 Penalty: 5392.818359
	Iteration 103Q: 3 clusters Score -9885747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -9885747.000000 Penalty: 5392.818359
	Iteration 104Q: 3 clusters Score -9885747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -9885726.000000 Penalty: 5392.818359
	Iteration 105Q: 3 clusters Score -9885726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 50121 members 
Entering Unmasked Estep 
Score: -9885720.000000 Penalty: 5392.818359
	Iteration 106Q: 3 clusters Score -9885720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 50149 members 
Entering Unmasked Estep 
Score: -9885720.000000 Penalty: 5392.818359
	Iteration 107Q: 3 clusters Score -9885720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9885710.000000 Penalty: 5392.818359
	Iteration 108Q: 3 clusters Score -9885710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -9885710.000000 Penalty: 5392.818359
	Iteration 109Q: 3 clusters Score -9885710 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9885712.000000 Penalty: 5392.818359
	Iteration 110Q: 3 clusters Score -9885712 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9885693.000000 Penalty: 5392.818359
	Iteration 111Q: 3 clusters Score -9885693 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 50401 members 
Entering Unmasked Estep 
Score: -9885678.000000 Penalty: 5392.818359
	Iteration 112Q: 3 clusters Score -9885678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 50464 members 
Entering Unmasked Estep 
Score: -9885655.000000 Penalty: 5392.818359
	Iteration 113Q: 3 clusters Score -9885655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -9885638.000000 Penalty: 5392.818359
	Iteration 114Q: 3 clusters Score -9885638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9885627.000000 Penalty: 5392.818359
	Iteration 115Q: 3 clusters Score -9885627 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -9885638.000000 Penalty: 5392.818359
	Iteration 116Q: 3 clusters Score -9885638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 50594 members 
Entering Unmasked Estep 
Score: -9885639.000000 Penalty: 5392.818359
	Iteration 117Q: 3 clusters Score -9885639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -9885631.000000 Penalty: 5392.818359
	Iteration 118Q: 3 clusters Score -9885631 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -9885629.000000 Penalty: 5392.818359
	Iteration 119Q: 3 clusters Score -9885629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9885628.000000 Penalty: 5392.818359
	Iteration 120F: 3 clusters Score -9885628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -9885631.000000 Penalty: 5392.818359
	Iteration 121Q: 3 clusters Score -9885631 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -9885638.000000 Penalty: 5392.818359
	Iteration 122Q: 3 clusters Score -9885638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -9885625.000000 Penalty: 5392.818359
	Iteration 123Q: 3 clusters Score -9885625 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -9885632.000000 Penalty: 5392.818359
	Iteration 124Q: 3 clusters Score -9885632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -9885626.000000 Penalty: 5392.818359
	Iteration 125Q: 3 clusters Score -9885626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9885627.000000 Penalty: 5392.818359
	Iteration 126Q: 3 clusters Score -9885627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9885601.000000 Penalty: 5392.818359
	Iteration 127Q: 3 clusters Score -9885601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -9885605.000000 Penalty: 5392.818359
	Iteration 128Q: 3 clusters Score -9885605 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -9885610.000000 Penalty: 5392.818359
	Iteration 129Q: 3 clusters Score -9885610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -9885607.000000 Penalty: 5392.818359
	Iteration 130Q: 3 clusters Score -9885607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 51008 members 
Entering Unmasked Estep 
Score: -9885606.000000 Penalty: 5392.818359
	Iteration 131Q: 3 clusters Score -9885606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9885595.000000 Penalty: 5392.818359
	Iteration 132Q: 3 clusters Score -9885595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -9885600.000000 Penalty: 5392.818359
	Iteration 133Q: 3 clusters Score -9885600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 51030 members 
Entering Unmasked Estep 
Score: -9885603.000000 Penalty: 5392.818359
	Iteration 134Q: 3 clusters Score -9885603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -9885590.000000 Penalty: 5392.818359
	Iteration 135Q: 3 clusters Score -9885590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -9885590.000000 Penalty: 5392.818359
	Iteration 136Q: 3 clusters Score -9885590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 51052 members 
Entering Unmasked Estep 
Score: -9885580.000000 Penalty: 5392.818359
	Iteration 137Q: 3 clusters Score -9885580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -9885592.000000 Penalty: 5392.818359
	Iteration 138Q: 3 clusters Score -9885592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 51060 members 
Entering Unmasked Estep 
Score: -9885602.000000 Penalty: 5392.818359
	Iteration 139Q: 3 clusters Score -9885602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -9885593.000000 Penalty: 5392.818359
	Iteration 140F: 3 clusters Score -9885593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -9885593.000000 Penalty: 5392.818359
	Iteration 141Q: 3 clusters Score -9885593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 51073 members 
Entering Unmasked Estep 
Score: -9885599.000000 Penalty: 5392.818359
	Iteration 142Q: 3 clusters Score -9885599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -9885603.000000 Penalty: 5392.818359
	Iteration 143Q: 3 clusters Score -9885603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -9885593.000000 Penalty: 5392.818359
	Iteration 144Q: 3 clusters Score -9885593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -9885596.000000 Penalty: 5392.818359
	Iteration 145Q: 3 clusters Score -9885596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -9885595.000000 Penalty: 5392.818359
	Iteration 146Q: 3 clusters Score -9885595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -9885593.000000 Penalty: 5392.818359
	Iteration 147Q: 3 clusters Score -9885593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9885592.000000 Penalty: 5392.818359
	Iteration 148Q: 3 clusters Score -9885592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -9885580.000000 Penalty: 5392.818359
	Iteration 149Q: 3 clusters Score -9885580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -9885574.000000 Penalty: 5392.818359
	Iteration 150Q: 3 clusters Score -9885574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -9885580.000000 Penalty: 5392.818359
	Iteration 151Q: 3 clusters Score -9885580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9885578.000000 Penalty: 5392.818359
	Iteration 152Q: 3 clusters Score -9885578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -9885578.000000 Penalty: 5392.818359
	Iteration 153F: 3 clusters Score -9885578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Entering Unmasked Estep 
Score: -9351336.000000 Penalty: 2681.447998
	Iteration 0F: 2 clusters Score -9351336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -9321210.000000 Penalty: 5362.895996
	Iteration 0F: 3 clusters Score -9321210 nChanged 22984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -9333580.000000 Penalty: 5362.895996
	Iteration 1F: 3 clusters Score -9333580 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -9334349.000000 Penalty: 5362.895996
	Iteration 2Q: 3 clusters Score -9334349 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -9335134.000000 Penalty: 5362.895996
	Iteration 3Q: 3 clusters Score -9335134 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -9336001.000000 Penalty: 5362.895996
	Iteration 4Q: 3 clusters Score -9336001 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -9337023.000000 Penalty: 5362.895996
	Iteration 5Q: 3 clusters Score -9337023 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -9338116.000000 Penalty: 5362.895996
	Iteration 6Q: 3 clusters Score -9338116 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -9339659.000000 Penalty: 5362.895996
	Iteration 7F: 3 clusters Score -9339659 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -9341385.000000 Penalty: 5362.895996
	Iteration 8F: 3 clusters Score -9341385 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -9343377.000000 Penalty: 5362.895996
	Iteration 9F: 3 clusters Score -9343377 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -9345391.000000 Penalty: 5362.895996
	Iteration 10F: 3 clusters Score -9345391 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -9347015.000000 Penalty: 5362.895996
	Iteration 11Q: 3 clusters Score -9347015 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -9348149.000000 Penalty: 5362.895996
	Iteration 12Q: 3 clusters Score -9348149 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9348646.000000 Penalty: 5362.895996
	Iteration 13Q: 3 clusters Score -9348646 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9349042.000000 Penalty: 5362.895996
	Iteration 14Q: 3 clusters Score -9349042 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48431 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9349151.000000 Penalty: 5362.895996
	Iteration 15Q: 3 clusters Score -9349151 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9349176.000000 Penalty: 5362.895996
	Iteration 16Q: 3 clusters Score -9349176 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9349201.000000 Penalty: 5362.895996
	Iteration 17Q: 3 clusters Score -9349201 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9349195.000000 Penalty: 5362.895996
	Iteration 18Q: 3 clusters Score -9349195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9349193.000000 Penalty: 5362.895996
	Iteration 19Q: 3 clusters Score -9349193 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9349194.000000 Penalty: 5362.895996
	Iteration 20F: 3 clusters Score -9349194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9349190.000000 Penalty: 5362.895996
	Iteration 21Q: 3 clusters Score -9349190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9349211.000000 Penalty: 5362.895996
	Iteration 22Q: 3 clusters Score -9349211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9349209.000000 Penalty: 5362.895996
	Iteration 23Q: 3 clusters Score -9349209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9349207.000000 Penalty: 5362.895996
	Iteration 24Q: 3 clusters Score -9349207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9349209.000000 Penalty: 5362.895996
	Iteration 25Q: 3 clusters Score -9349209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9349203.000000 Penalty: 5362.895996
	Iteration 26Q: 3 clusters Score -9349203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9349203.000000 Penalty: 5362.895996
	Iteration 27Q: 3 clusters Score -9349203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9349203.000000 Penalty: 5362.895996
	Iteration 28F: 3 clusters Score -9349203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -428788.093750 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -428788.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -425872.062500 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -425872.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -426605.562500 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -426605.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -426991.375000 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -426991.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -427252.187500 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -427252.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -427522.437500 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -427522.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -427700.468750 Penalty: 3872.524902
	Iteration 5Q: 3 clusters Score -427700.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -427810.562500 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -427810.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -427876.437500 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -427876.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -427918.218750 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -427918.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -427947.187500 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -427947.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -427965.937500 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -427965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -427984.750000 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -427984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -427996.875000 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -427996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -428001.718750 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -428001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428003.375000 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -428003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -428003.375000 Penalty: 3872.524902
	Iteration 15F: 3 clusters Score -428003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Entering Unmasked Estep 
Score: -5832019.500000 Penalty: 2573.190918
	Iteration 0F: 2 clusters Score -5832020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -5810210.500000 Penalty: 5146.381836
	Iteration 0F: 3 clusters Score -5810210 nChanged 14532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5818069.500000 Penalty: 5146.381836
	Iteration 1F: 3 clusters Score -5818070 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -5818638.500000 Penalty: 5146.381836
	Iteration 2Q: 3 clusters Score -5818638 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -5819249.500000 Penalty: 5146.381836
	Iteration 3Q: 3 clusters Score -5819250 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -5819868.500000 Penalty: 5146.381836
	Iteration 4Q: 3 clusters Score -5819868 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5820662.000000 Penalty: 5146.381836
	Iteration 5F: 3 clusters Score -5820662 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -5821748.000000 Penalty: 5146.381836
	Iteration 6F: 3 clusters Score -5821748 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -5823193.000000 Penalty: 5146.381836
	Iteration 7F: 3 clusters Score -5823193 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -5824943.500000 Penalty: 5146.381836
	Iteration 8F: 3 clusters Score -5824944 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -5826561.500000 Penalty: 5146.381836
	Iteration 9F: 3 clusters Score -5826562 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5827881.000000 Penalty: 5146.381836
	Iteration 10Q: 3 clusters Score -5827881 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5828841.000000 Penalty: 5146.381836
	Iteration 11Q: 3 clusters Score -5828841 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5829411.500000 Penalty: 5146.381836
	Iteration 12Q: 3 clusters Score -5829412 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5829716.500000 Penalty: 5146.381836
	Iteration 13Q: 3 clusters Score -5829716 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -5829864.500000 Penalty: 5146.381836
	Iteration 14Q: 3 clusters Score -5829864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5829945.000000 Penalty: 5146.381836
	Iteration 15Q: 3 clusters Score -5829945 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5829986.000000 Penalty: 5146.381836
	Iteration 16Q: 3 clusters Score -5829986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5830009.500000 Penalty: 5146.381836
	Iteration 17Q: 3 clusters Score -5830010 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5830018.000000 Penalty: 5146.381836
	Iteration 18Q: 3 clusters Score -5830018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5830031.500000 Penalty: 5146.381836
	Iteration 19Q: 3 clusters Score -5830032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5830047.000000 Penalty: 5146.381836
	Iteration 20F: 3 clusters Score -5830047 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5830053.500000 Penalty: 5146.381836
	Iteration 21Q: 3 clusters Score -5830054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5830069.500000 Penalty: 5146.381836
	Iteration 22Q: 3 clusters Score -5830070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -5830073.000000 Penalty: 5146.381836
	Iteration 23Q: 3 clusters Score -5830073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5830068.000000 Penalty: 5146.381836
	Iteration 24Q: 3 clusters Score -5830068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5830072.000000 Penalty: 5146.381836
	Iteration 25Q: 3 clusters Score -5830072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5830067.000000 Penalty: 5146.381836
	Iteration 26Q: 3 clusters Score -5830067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5830068.000000 Penalty: 5146.381836
	Iteration 27Q: 3 clusters Score -5830068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5830073.000000 Penalty: 5146.381836
	Iteration 28Q: 3 clusters Score -5830073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5830082.500000 Penalty: 5146.381836
	Iteration 29Q: 3 clusters Score -5830082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5830093.000000 Penalty: 5146.381836
	Iteration 30Q: 3 clusters Score -5830093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5830096.000000 Penalty: 5146.381836
	Iteration 31Q: 3 clusters Score -5830096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5830088.500000 Penalty: 5146.381836
	Iteration 32Q: 3 clusters Score -5830088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5830093.000000 Penalty: 5146.381836
	Iteration 33Q: 3 clusters Score -5830093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5830096.000000 Penalty: 5146.381836
	Iteration 34Q: 3 clusters Score -5830096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5830098.500000 Penalty: 5146.381836
	Iteration 35Q: 3 clusters Score -5830098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5830098.500000 Penalty: 5146.381836
	Iteration 36Q: 3 clusters Score -5830098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5830105.000000 Penalty: 5146.381836
	Iteration 37Q: 3 clusters Score -5830105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -5830102.000000 Penalty: 5146.381836
	Iteration 38Q: 3 clusters Score -5830102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5830103.000000 Penalty: 5146.381836
	Iteration 39Q: 3 clusters Score -5830103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5830099.000000 Penalty: 5146.381836
	Iteration 40F: 3 clusters Score -5830099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5830099.500000 Penalty: 5146.381836
	Iteration 41Q: 3 clusters Score -5830100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5830102.000000 Penalty: 5146.381836
	Iteration 42Q: 3 clusters Score -5830102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5830101.500000 Penalty: 5146.381836
	Iteration 43Q: 3 clusters Score -5830102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5830101.500000 Penalty: 5146.381836
	Iteration 44F: 3 clusters Score -5830102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Entering Unmasked Estep 
Score: -7550781.500000 Penalty: 2632.523682
	Iteration 0F: 2 clusters Score -7550782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -7523566.000000 Penalty: 5265.047363
	Iteration 0F: 3 clusters Score -7523566 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -7533933.000000 Penalty: 5265.047363
	Iteration 1F: 3 clusters Score -7533933 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -7534419.500000 Penalty: 5265.047363
	Iteration 2Q: 3 clusters Score -7534420 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -7534968.000000 Penalty: 5265.047363
	Iteration 3Q: 3 clusters Score -7534968 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -7535656.000000 Penalty: 5265.047363
	Iteration 4Q: 3 clusters Score -7535656 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -7536624.000000 Penalty: 5265.047363
	Iteration 5Q: 3 clusters Score -7536624 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -7537977.500000 Penalty: 5265.047363
	Iteration 6Q: 3 clusters Score -7537978 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -7539609.500000 Penalty: 5265.047363
	Iteration 7F: 3 clusters Score -7539610 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -7541401.500000 Penalty: 5265.047363
	Iteration 8F: 3 clusters Score -7541402 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -7542954.000000 Penalty: 5265.047363
	Iteration 9F: 3 clusters Score -7542954 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -7544113.000000 Penalty: 5265.047363
	Iteration 10Q: 3 clusters Score -7544113 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -7544769.000000 Penalty: 5265.047363
	Iteration 11Q: 3 clusters Score -7544769 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -7545147.000000 Penalty: 5265.047363
	Iteration 12Q: 3 clusters Score -7545147 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -7545325.000000 Penalty: 5265.047363
	Iteration 13Q: 3 clusters Score -7545325 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -7545475.500000 Penalty: 5265.047363
	Iteration 14Q: 3 clusters Score -7545476 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -7545568.500000 Penalty: 5265.047363
	Iteration 15Q: 3 clusters Score -7545568 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -7545642.000000 Penalty: 5265.047363
	Iteration 16Q: 3 clusters Score -7545642 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -7545738.000000 Penalty: 5265.047363
	Iteration 17Q: 3 clusters Score -7545738 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -7545783.000000 Penalty: 5265.047363
	Iteration 18Q: 3 clusters Score -7545783 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -7545829.000000 Penalty: 5265.047363
	Iteration 19Q: 3 clusters Score -7545829 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -7545881.000000 Penalty: 5265.047363
	Iteration 20F: 3 clusters Score -7545881 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -7545934.500000 Penalty: 5265.047363
	Iteration 21Q: 3 clusters Score -7545934 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -7545963.000000 Penalty: 5265.047363
	Iteration 22Q: 3 clusters Score -7545963 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -7546004.500000 Penalty: 5265.047363
	Iteration 23Q: 3 clusters Score -7546004 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -7546056.000000 Penalty: 5265.047363
	Iteration 24Q: 3 clusters Score -7546056 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -7546096.500000 Penalty: 5265.047363
	Iteration 25Q: 3 clusters Score -7546096 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -7546136.000000 Penalty: 5265.047363
	Iteration 26Q: 3 clusters Score -7546136 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -7546147.000000 Penalty: 5265.047363
	Iteration 27Q: 3 clusters Score -7546147 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -7546163.500000 Penalty: 5265.047363
	Iteration 28Q: 3 clusters Score -7546164 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -7546195.000000 Penalty: 5265.047363
	Iteration 29Q: 3 clusters Score -7546195 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -7546245.000000 Penalty: 5265.047363
	Iteration 30Q: 3 clusters Score -7546245 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -7546271.000000 Penalty: 5265.047363
	Iteration 31Q: 3 clusters Score -7546271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7546286.500000 Penalty: 5265.047363
	Iteration 32Q: 3 clusters Score -7546286 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -7546295.500000 Penalty: 5265.047363
	Iteration 33Q: 3 clusters Score -7546296 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -7546291.500000 Penalty: 5265.047363
	Iteration 34Q: 3 clusters Score -7546292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -7546299.000000 Penalty: 5265.047363
	Iteration 35Q: 3 clusters Score -7546299 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -7546312.000000 Penalty: 5265.047363
	Iteration 36Q: 3 clusters Score -7546312 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -7546311.500000 Penalty: 5265.047363
	Iteration 37Q: 3 clusters Score -7546312 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -7546336.500000 Penalty: 5265.047363
	Iteration 38Q: 3 clusters Score -7546336 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -7546343.500000 Penalty: 5265.047363
	Iteration 39Q: 3 clusters Score -7546344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -7546356.000000 Penalty: 5265.047363
	Iteration 40F: 3 clusters Score -7546356 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -7546380.000000 Penalty: 5265.047363
	Iteration 41Q: 3 clusters Score -7546380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -7546384.000000 Penalty: 5265.047363
	Iteration 42Q: 3 clusters Score -7546384 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -7546381.000000 Penalty: 5265.047363
	Iteration 43Q: 3 clusters Score -7546381 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -7546387.500000 Penalty: 5265.047363
	Iteration 44Q: 3 clusters Score -7546388 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -7546393.000000 Penalty: 5265.047363
	Iteration 45Q: 3 clusters Score -7546393 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7546379.000000 Penalty: 5265.047363
	Iteration 46Q: 3 clusters Score -7546379 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -7546405.500000 Penalty: 5265.047363
	Iteration 47Q: 3 clusters Score -7546406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -7546428.500000 Penalty: 5265.047363
	Iteration 48Q: 3 clusters Score -7546428 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -7546435.500000 Penalty: 5265.047363
	Iteration 49Q: 3 clusters Score -7546436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -7546430.500000 Penalty: 5265.047363
	Iteration 50Q: 3 clusters Score -7546430 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -7546448.000000 Penalty: 5265.047363
	Iteration 51Q: 3 clusters Score -7546448 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -7546451.000000 Penalty: 5265.047363
	Iteration 52Q: 3 clusters Score -7546451 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -7546470.000000 Penalty: 5265.047363
	Iteration 53Q: 3 clusters Score -7546470 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -7546485.000000 Penalty: 5265.047363
	Iteration 54Q: 3 clusters Score -7546485 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -7546502.500000 Penalty: 5265.047363
	Iteration 55Q: 3 clusters Score -7546502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -7546499.500000 Penalty: 5265.047363
	Iteration 56Q: 3 clusters Score -7546500 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28322 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -7546523.500000 Penalty: 5265.047363
	Iteration 57Q: 3 clusters Score -7546524 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -7546558.000000 Penalty: 5265.047363
	Iteration 58Q: 3 clusters Score -7546558 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -7546567.000000 Penalty: 5265.047363
	Iteration 59Q: 3 clusters Score -7546567 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -7546567.000000 Penalty: 5265.047363
	Iteration 60F: 3 clusters Score -7546567 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -7546573.500000 Penalty: 5265.047363
	Iteration 61Q: 3 clusters Score -7546574 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -7546615.000000 Penalty: 5265.047363
	Iteration 62Q: 3 clusters Score -7546615 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7546637.500000 Penalty: 5265.047363
	Iteration 63Q: 3 clusters Score -7546638 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -7546657.500000 Penalty: 5265.047363
	Iteration 64Q: 3 clusters Score -7546658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -7546715.000000 Penalty: 5265.047363
	Iteration 65Q: 3 clusters Score -7546715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -7546752.500000 Penalty: 5265.047363
	Iteration 66Q: 3 clusters Score -7546752 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -7546799.000000 Penalty: 5265.047363
	Iteration 67Q: 3 clusters Score -7546799 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -7546854.000000 Penalty: 5265.047363
	Iteration 68Q: 3 clusters Score -7546854 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -7546893.000000 Penalty: 5265.047363
	Iteration 69Q: 3 clusters Score -7546893 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -7546883.500000 Penalty: 5265.047363
	Iteration 70Q: 3 clusters Score -7546884 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -7546920.500000 Penalty: 5265.047363
	Iteration 71Q: 3 clusters Score -7546920 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -7546992.000000 Penalty: 5265.047363
	Iteration 72Q: 3 clusters Score -7546992 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -7547027.500000 Penalty: 5265.047363
	Iteration 73Q: 3 clusters Score -7547028 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -7547052.000000 Penalty: 5265.047363
	Iteration 74Q: 3 clusters Score -7547052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7547091.000000 Penalty: 5265.047363
	Iteration 75Q: 3 clusters Score -7547091 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -7547156.000000 Penalty: 5265.047363
	Iteration 76Q: 3 clusters Score -7547156 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -7547201.500000 Penalty: 5265.047363
	Iteration 77Q: 3 clusters Score -7547202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -7547263.500000 Penalty: 5265.047363
	Iteration 78Q: 3 clusters Score -7547264 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -7547332.000000 Penalty: 5265.047363
	Iteration 79Q: 3 clusters Score -7547332 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -7547387.000000 Penalty: 5265.047363
	Iteration 80F: 3 clusters Score -7547387 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7547427.500000 Penalty: 5265.047363
	Iteration 81Q: 3 clusters Score -7547428 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -7547452.000000 Penalty: 5265.047363
	Iteration 82Q: 3 clusters Score -7547452 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -7547513.000000 Penalty: 5265.047363
	Iteration 83Q: 3 clusters Score -7547513 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -7547566.000000 Penalty: 5265.047363
	Iteration 84Q: 3 clusters Score -7547566 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -7547626.500000 Penalty: 5265.047363
	Iteration 85Q: 3 clusters Score -7547626 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -7547650.000000 Penalty: 5265.047363
	Iteration 86Q: 3 clusters Score -7547650 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -7547717.000000 Penalty: 5265.047363
	Iteration 87Q: 3 clusters Score -7547717 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -7547751.000000 Penalty: 5265.047363
	Iteration 88Q: 3 clusters Score -7547751 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7547794.500000 Penalty: 5265.047363
	Iteration 89Q: 3 clusters Score -7547794 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -7547861.500000 Penalty: 5265.047363
	Iteration 90Q: 3 clusters Score -7547862 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7547910.500000 Penalty: 5265.047363
	Iteration 91Q: 3 clusters Score -7547910 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7547977.500000 Penalty: 5265.047363
	Iteration 92Q: 3 clusters Score -7547978 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -7548041.500000 Penalty: 5265.047363
	Iteration 93Q: 3 clusters Score -7548042 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7548081.500000 Penalty: 5265.047363
	Iteration 94Q: 3 clusters Score -7548082 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -7548124.500000 Penalty: 5265.047363
	Iteration 95Q: 3 clusters Score -7548124 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7548210.000000 Penalty: 5265.047363
	Iteration 96Q: 3 clusters Score -7548210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -7548238.000000 Penalty: 5265.047363
	Iteration 97Q: 3 clusters Score -7548238 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7548258.500000 Penalty: 5265.047363
	Iteration 98Q: 3 clusters Score -7548258 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -7548278.000000 Penalty: 5265.047363
	Iteration 99Q: 3 clusters Score -7548278 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7548304.500000 Penalty: 5265.047363
	Iteration 100F: 3 clusters Score -7548304 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -7548337.500000 Penalty: 5265.047363
	Iteration 101Q: 3 clusters Score -7548338 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -7548401.000000 Penalty: 5265.047363
	Iteration 102Q: 3 clusters Score -7548401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -7548422.500000 Penalty: 5265.047363
	Iteration 103Q: 3 clusters Score -7548422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -7548458.500000 Penalty: 5265.047363
	Iteration 104Q: 3 clusters Score -7548458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -7548509.500000 Penalty: 5265.047363
	Iteration 105Q: 3 clusters Score -7548510 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -7548557.500000 Penalty: 5265.047363
	Iteration 106Q: 3 clusters Score -7548558 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -7548598.500000 Penalty: 5265.047363
	Iteration 107Q: 3 clusters Score -7548598 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -7548604.000000 Penalty: 5265.047363
	Iteration 108Q: 3 clusters Score -7548604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -7548626.500000 Penalty: 5265.047363
	Iteration 109Q: 3 clusters Score -7548626 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -7548635.500000 Penalty: 5265.047363
	Iteration 110Q: 3 clusters Score -7548636 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -7548669.500000 Penalty: 5265.047363
	Iteration 111Q: 3 clusters Score -7548670 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -7548707.000000 Penalty: 5265.047363
	Iteration 112Q: 3 clusters Score -7548707 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -7548719.000000 Penalty: 5265.047363
	Iteration 113Q: 3 clusters Score -7548719 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -7548731.500000 Penalty: 5265.047363
	Iteration 114Q: 3 clusters Score -7548732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -7548739.000000 Penalty: 5265.047363
	Iteration 115Q: 3 clusters Score -7548739 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -7548770.500000 Penalty: 5265.047363
	Iteration 116Q: 3 clusters Score -7548770 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -7548798.000000 Penalty: 5265.047363
	Iteration 117Q: 3 clusters Score -7548798 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7548844.000000 Penalty: 5265.047363
	Iteration 118Q: 3 clusters Score -7548844 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7548858.000000 Penalty: 5265.047363
	Iteration 119Q: 3 clusters Score -7548858 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -7548875.500000 Penalty: 5265.047363
	Iteration 120F: 3 clusters Score -7548876 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -7548895.500000 Penalty: 5265.047363
	Iteration 121Q: 3 clusters Score -7548896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -7548915.500000 Penalty: 5265.047363
	Iteration 122Q: 3 clusters Score -7548916 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7548908.500000 Penalty: 5265.047363
	Iteration 123Q: 3 clusters Score -7548908 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -7548940.500000 Penalty: 5265.047363
	Iteration 124Q: 3 clusters Score -7548940 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7548957.000000 Penalty: 5265.047363
	Iteration 125Q: 3 clusters Score -7548957 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -7548962.500000 Penalty: 5265.047363
	Iteration 126Q: 3 clusters Score -7548962 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -7548995.500000 Penalty: 5265.047363
	Iteration 127Q: 3 clusters Score -7548996 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -7549000.500000 Penalty: 5265.047363
	Iteration 128Q: 3 clusters Score -7549000 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -7549023.500000 Penalty: 5265.047363
	Iteration 129Q: 3 clusters Score -7549024 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -7549063.500000 Penalty: 5265.047363
	Iteration 130Q: 3 clusters Score -7549064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7549090.500000 Penalty: 5265.047363
	Iteration 131Q: 3 clusters Score -7549090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -7549090.500000 Penalty: 5265.047363
	Iteration 132Q: 3 clusters Score -7549090 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -7549095.000000 Penalty: 5265.047363
	Iteration 133Q: 3 clusters Score -7549095 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -7549099.000000 Penalty: 5265.047363
	Iteration 134Q: 3 clusters Score -7549099 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -7549107.500000 Penalty: 5265.047363
	Iteration 135Q: 3 clusters Score -7549108 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -7549097.500000 Penalty: 5265.047363
	Iteration 136Q: 3 clusters Score -7549098 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -7549100.000000 Penalty: 5265.047363
	Iteration 137Q: 3 clusters Score -7549100 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7549077.500000 Penalty: 5265.047363
	Iteration 138Q: 3 clusters Score -7549078 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -7549104.500000 Penalty: 5265.047363
	Iteration 139Q: 3 clusters Score -7549104 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -7549092.000000 Penalty: 5265.047363
	Iteration 140F: 3 clusters Score -7549092 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -7549107.500000 Penalty: 5265.047363
	Iteration 141Q: 3 clusters Score -7549108 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7549104.500000 Penalty: 5265.047363
	Iteration 142Q: 3 clusters Score -7549104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -7549088.500000 Penalty: 5265.047363
	Iteration 143Q: 3 clusters Score -7549088 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7549078.500000 Penalty: 5265.047363
	Iteration 144Q: 3 clusters Score -7549078 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -7549068.500000 Penalty: 5265.047363
	Iteration 145Q: 3 clusters Score -7549068 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7549055.500000 Penalty: 5265.047363
	Iteration 146Q: 3 clusters Score -7549056 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -7549061.500000 Penalty: 5265.047363
	Iteration 147Q: 3 clusters Score -7549062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -7549044.500000 Penalty: 5265.047363
	Iteration 148Q: 3 clusters Score -7549044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -7549059.000000 Penalty: 5265.047363
	Iteration 149Q: 3 clusters Score -7549059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -7549055.000000 Penalty: 5265.047363
	Iteration 150Q: 3 clusters Score -7549055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7549052.500000 Penalty: 5265.047363
	Iteration 151Q: 3 clusters Score -7549052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -7549041.000000 Penalty: 5265.047363
	Iteration 152Q: 3 clusters Score -7549041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -7549050.000000 Penalty: 5265.047363
	Iteration 153Q: 3 clusters Score -7549050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -7549041.500000 Penalty: 5265.047363
	Iteration 154Q: 3 clusters Score -7549042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -7549048.500000 Penalty: 5265.047363
	Iteration 155Q: 3 clusters Score -7549048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -7549039.000000 Penalty: 5265.047363
	Iteration 156Q: 3 clusters Score -7549039 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7549057.000000 Penalty: 5265.047363
	Iteration 157Q: 3 clusters Score -7549057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -7549053.000000 Penalty: 5265.047363
	Iteration 158Q: 3 clusters Score -7549053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -7549052.000000 Penalty: 5265.047363
	Iteration 159Q: 3 clusters Score -7549052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -7549051.000000 Penalty: 5265.047363
	Iteration 160F: 3 clusters Score -7549051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -7549037.500000 Penalty: 5265.047363
	Iteration 161Q: 3 clusters Score -7549038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -7549049.500000 Penalty: 5265.047363
	Iteration 162Q: 3 clusters Score -7549050 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -7549056.500000 Penalty: 5265.047363
	Iteration 163Q: 3 clusters Score -7549056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -7549056.000000 Penalty: 5265.047363
	Iteration 164Q: 3 clusters Score -7549056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -7549049.500000 Penalty: 5265.047363
	Iteration 165Q: 3 clusters Score -7549050 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -7549039.500000 Penalty: 5265.047363
	Iteration 166Q: 3 clusters Score -7549040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -7549042.500000 Penalty: 5265.047363
	Iteration 167Q: 3 clusters Score -7549042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -7549052.000000 Penalty: 5265.047363
	Iteration 168Q: 3 clusters Score -7549052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -7549051.500000 Penalty: 5265.047363
	Iteration 169Q: 3 clusters Score -7549052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -7549047.500000 Penalty: 5265.047363
	Iteration 170Q: 3 clusters Score -7549048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7549028.000000 Penalty: 5265.047363
	Iteration 171Q: 3 clusters Score -7549028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7549029.500000 Penalty: 5265.047363
	Iteration 172Q: 3 clusters Score -7549030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -7549031.500000 Penalty: 5265.047363
	Iteration 173Q: 3 clusters Score -7549032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -7549028.500000 Penalty: 5265.047363
	Iteration 174Q: 3 clusters Score -7549028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -7549045.000000 Penalty: 5265.047363
	Iteration 175Q: 3 clusters Score -7549045 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -7549040.500000 Penalty: 5265.047363
	Iteration 176Q: 3 clusters Score -7549040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7549042.500000 Penalty: 5265.047363
	Iteration 177Q: 3 clusters Score -7549042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7549037.000000 Penalty: 5265.047363
	Iteration 178Q: 3 clusters Score -7549037 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -7549033.000000 Penalty: 5265.047363
	Iteration 179Q: 3 clusters Score -7549033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -7549036.000000 Penalty: 5265.047363
	Iteration 180F: 3 clusters Score -7549036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7549022.000000 Penalty: 5265.047363
	Iteration 181Q: 3 clusters Score -7549022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7549020.000000 Penalty: 5265.047363
	Iteration 182Q: 3 clusters Score -7549020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -7549015.500000 Penalty: 5265.047363
	Iteration 183Q: 3 clusters Score -7549016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -7549032.000000 Penalty: 5265.047363
	Iteration 184Q: 3 clusters Score -7549032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7549029.000000 Penalty: 5265.047363
	Iteration 185Q: 3 clusters Score -7549029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -7549039.000000 Penalty: 5265.047363
	Iteration 186Q: 3 clusters Score -7549039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -7549035.500000 Penalty: 5265.047363
	Iteration 187Q: 3 clusters Score -7549036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -7549033.000000 Penalty: 5265.047363
	Iteration 188Q: 3 clusters Score -7549033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -7549040.500000 Penalty: 5265.047363
	Iteration 189Q: 3 clusters Score -7549040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7549039.000000 Penalty: 5265.047363
	Iteration 190Q: 3 clusters Score -7549039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -7549040.500000 Penalty: 5265.047363
	Iteration 191Q: 3 clusters Score -7549040 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -7549031.500000 Penalty: 5265.047363
	Iteration 192Q: 3 clusters Score -7549032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -7549034.500000 Penalty: 5265.047363
	Iteration 193Q: 3 clusters Score -7549034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -7549023.500000 Penalty: 5265.047363
	Iteration 194Q: 3 clusters Score -7549024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -7549021.000000 Penalty: 5265.047363
	Iteration 195Q: 3 clusters Score -7549021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7549029.500000 Penalty: 5265.047363
	Iteration 196Q: 3 clusters Score -7549030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7549007.500000 Penalty: 5265.047363
	Iteration 197Q: 3 clusters Score -7549008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -7549015.000000 Penalty: 5265.047363
	Iteration 198Q: 3 clusters Score -7549015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -7549002.500000 Penalty: 5265.047363
	Iteration 199Q: 3 clusters Score -7549002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7549008.000000 Penalty: 5265.047363
	Iteration 200F: 3 clusters Score -7549008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -7549016.000000 Penalty: 5265.047363
	Iteration 201Q: 3 clusters Score -7549016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7549015.500000 Penalty: 5265.047363
	Iteration 202Q: 3 clusters Score -7549016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -7549017.000000 Penalty: 5265.047363
	Iteration 203Q: 3 clusters Score -7549017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7548998.500000 Penalty: 5265.047363
	Iteration 204Q: 3 clusters Score -7548998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7549010.500000 Penalty: 5265.047363
	Iteration 205Q: 3 clusters Score -7549010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7549011.000000 Penalty: 5265.047363
	Iteration 206Q: 3 clusters Score -7549011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7549010.000000 Penalty: 5265.047363
	Iteration 207Q: 3 clusters Score -7549010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7549010.000000 Penalty: 5265.047363
	Iteration 208Q: 3 clusters Score -7549010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -7549014.000000 Penalty: 5265.047363
	Iteration 209Q: 3 clusters Score -7549014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 36556 members 
Entering Unmasked Estep 
Score: -7549006.000000 Penalty: 5265.047363
	Iteration 210Q: 3 clusters Score -7549006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7549003.500000 Penalty: 5265.047363
	Iteration 211Q: 3 clusters Score -7549004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7549008.000000 Penalty: 5265.047363
	Iteration 212Q: 3 clusters Score -7549008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -7549010.500000 Penalty: 5265.047363
	Iteration 213Q: 3 clusters Score -7549010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -7549003.500000 Penalty: 5265.047363
	Iteration 214Q: 3 clusters Score -7549004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -7549005.000000 Penalty: 5265.047363
	Iteration 215Q: 3 clusters Score -7549005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -7548994.500000 Penalty: 5265.047363
	Iteration 216Q: 3 clusters Score -7548994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -7548997.000000 Penalty: 5265.047363
	Iteration 217Q: 3 clusters Score -7548997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -7549003.000000 Penalty: 5265.047363
	Iteration 218Q: 3 clusters Score -7549003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -7549005.500000 Penalty: 5265.047363
	Iteration 219Q: 3 clusters Score -7549006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -7549003.500000 Penalty: 5265.047363
	Iteration 220F: 3 clusters Score -7549004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -7549005.000000 Penalty: 5265.047363
	Iteration 221Q: 3 clusters Score -7549005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -7549006.000000 Penalty: 5265.047363
	Iteration 222Q: 3 clusters Score -7549006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -7548997.500000 Penalty: 5265.047363
	Iteration 223Q: 3 clusters Score -7548998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7549000.000000 Penalty: 5265.047363
	Iteration 224Q: 3 clusters Score -7549000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7548992.000000 Penalty: 5265.047363
	Iteration 225Q: 3 clusters Score -7548992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -7548977.500000 Penalty: 5265.047363
	Iteration 226Q: 3 clusters Score -7548978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7548983.000000 Penalty: 5265.047363
	Iteration 227Q: 3 clusters Score -7548983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7548984.000000 Penalty: 5265.047363
	Iteration 228Q: 3 clusters Score -7548984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -7548995.500000 Penalty: 5265.047363
	Iteration 229Q: 3 clusters Score -7548996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -7548988.000000 Penalty: 5265.047363
	Iteration 230Q: 3 clusters Score -7548988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -7548984.500000 Penalty: 5265.047363
	Iteration 231Q: 3 clusters Score -7548984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -7548983.000000 Penalty: 5265.047363
	Iteration 232Q: 3 clusters Score -7548983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -7548983.000000 Penalty: 5265.047363
	Iteration 233Q: 3 clusters Score -7548983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7548979.500000 Penalty: 5265.047363
	Iteration 234Q: 3 clusters Score -7548980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -7548977.000000 Penalty: 5265.047363
	Iteration 235Q: 3 clusters Score -7548977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7548972.500000 Penalty: 5265.047363
	Iteration 236Q: 3 clusters Score -7548972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -7548974.000000 Penalty: 5265.047363
	Iteration 237Q: 3 clusters Score -7548974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -7548986.500000 Penalty: 5265.047363
	Iteration 238Q: 3 clusters Score -7548986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7548985.500000 Penalty: 5265.047363
	Iteration 239Q: 3 clusters Score -7548986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -7548981.000000 Penalty: 5265.047363
	Iteration 240F: 3 clusters Score -7548981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7548980.000000 Penalty: 5265.047363
	Iteration 241Q: 3 clusters Score -7548980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7548978.000000 Penalty: 5265.047363
	Iteration 242Q: 3 clusters Score -7548978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -7548976.500000 Penalty: 5265.047363
	Iteration 243Q: 3 clusters Score -7548976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7548980.500000 Penalty: 5265.047363
	Iteration 244Q: 3 clusters Score -7548980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -7548982.000000 Penalty: 5265.047363
	Iteration 245Q: 3 clusters Score -7548982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -7548982.500000 Penalty: 5265.047363
	Iteration 246Q: 3 clusters Score -7548982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -7548980.000000 Penalty: 5265.047363
	Iteration 247Q: 3 clusters Score -7548980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -7548984.000000 Penalty: 5265.047363
	Iteration 248Q: 3 clusters Score -7548984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7548983.500000 Penalty: 5265.047363
	Iteration 249Q: 3 clusters Score -7548984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -7548987.000000 Penalty: 5265.047363
	Iteration 250Q: 3 clusters Score -7548987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7548987.000000 Penalty: 5265.047363
	Iteration 251Q: 3 clusters Score -7548987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -7548987.000000 Penalty: 5265.047363
	Iteration 252F: 3 clusters Score -7548987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -883746.250000 Penalty: 2101.260254
	Iteration 0F: 2 clusters Score -883746.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -879345.562500 Penalty: 4202.520508
	Iteration 0F: 3 clusters Score -879345.6 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -880402.000000 Penalty: 4202.520508
	Iteration 1F: 3 clusters Score -880402 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -880617.437500 Penalty: 4202.520508
	Iteration 2F: 3 clusters Score -880617.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -880756.500000 Penalty: 4202.520508
	Iteration 3F: 3 clusters Score -880756.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -880830.437500 Penalty: 4202.520508
	Iteration 4Q: 3 clusters Score -880830.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -880875.187500 Penalty: 4202.520508
	Iteration 5Q: 3 clusters Score -880875.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -880908.062500 Penalty: 4202.520508
	Iteration 6Q: 3 clusters Score -880908.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -880940.937500 Penalty: 4202.520508
	Iteration 7Q: 3 clusters Score -880940.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -880969.625000 Penalty: 4202.520508
	Iteration 8Q: 3 clusters Score -880969.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -880998.312500 Penalty: 4202.520508
	Iteration 9Q: 3 clusters Score -880998.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -881024.062500 Penalty: 4202.520508
	Iteration 10Q: 3 clusters Score -881024.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -881044.312500 Penalty: 4202.520508
	Iteration 11Q: 3 clusters Score -881044.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -881060.812500 Penalty: 4202.520508
	Iteration 12Q: 3 clusters Score -881060.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -881080.000000 Penalty: 4202.520508
	Iteration 13Q: 3 clusters Score -881080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -881096.250000 Penalty: 4202.520508
	Iteration 14Q: 3 clusters Score -881096.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -881116.812500 Penalty: 4202.520508
	Iteration 15Q: 3 clusters Score -881116.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -881138.062500 Penalty: 4202.520508
	Iteration 16Q: 3 clusters Score -881138.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -881163.750000 Penalty: 4202.520508
	Iteration 17Q: 3 clusters Score -881163.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -881192.125000 Penalty: 4202.520508
	Iteration 18Q: 3 clusters Score -881192.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -881234.937500 Penalty: 4202.520508
	Iteration 19Q: 3 clusters Score -881234.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -881284.875000 Penalty: 4202.520508
	Iteration 20F: 3 clusters Score -881284.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -881354.187500 Penalty: 4202.520508
	Iteration 21Q: 3 clusters Score -881354.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -881444.062500 Penalty: 4202.520508
	Iteration 22Q: 3 clusters Score -881444.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -881538.687500 Penalty: 4202.520508
	Iteration 23Q: 3 clusters Score -881538.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -881628.625000 Penalty: 4202.520508
	Iteration 24Q: 3 clusters Score -881628.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -881721.437500 Penalty: 4202.520508
	Iteration 25Q: 3 clusters Score -881721.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -881813.375000 Penalty: 4202.520508
	Iteration 26Q: 3 clusters Score -881813.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -881910.687500 Penalty: 4202.520508
	Iteration 27Q: 3 clusters Score -881910.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -882001.000000 Penalty: 4202.520508
	Iteration 28Q: 3 clusters Score -882001 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -882072.687500 Penalty: 4202.520508
	Iteration 29Q: 3 clusters Score -882072.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -882124.750000 Penalty: 4202.520508
	Iteration 30Q: 3 clusters Score -882124.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -882164.187500 Penalty: 4202.520508
	Iteration 31Q: 3 clusters Score -882164.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -882190.250000 Penalty: 4202.520508
	Iteration 32Q: 3 clusters Score -882190.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -882215.000000 Penalty: 4202.520508
	Iteration 33Q: 3 clusters Score -882215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -882238.750000 Penalty: 4202.520508
	Iteration 34Q: 3 clusters Score -882238.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -882261.312500 Penalty: 4202.520508
	Iteration 35Q: 3 clusters Score -882261.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -882297.125000 Penalty: 4202.520508
	Iteration 36Q: 3 clusters Score -882297.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -882344.375000 Penalty: 4202.520508
	Iteration 37Q: 3 clusters Score -882344.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -882386.125000 Penalty: 4202.520508
	Iteration 38Q: 3 clusters Score -882386.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -882419.750000 Penalty: 4202.520508
	Iteration 39Q: 3 clusters Score -882419.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -882444.875000 Penalty: 4202.520508
	Iteration 40F: 3 clusters Score -882444.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -882462.125000 Penalty: 4202.520508
	Iteration 41Q: 3 clusters Score -882462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -882471.750000 Penalty: 4202.520508
	Iteration 42Q: 3 clusters Score -882471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -882480.187500 Penalty: 4202.520508
	Iteration 43Q: 3 clusters Score -882480.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -882490.437500 Penalty: 4202.520508
	Iteration 44Q: 3 clusters Score -882490.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -882494.250000 Penalty: 4202.520508
	Iteration 45Q: 3 clusters Score -882494.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -882499.812500 Penalty: 4202.520508
	Iteration 46Q: 3 clusters Score -882499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -882501.875000 Penalty: 4202.520508
	Iteration 47Q: 3 clusters Score -882501.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -882501.875000 Penalty: 4202.520508
	Iteration 48F: 3 clusters Score -882501.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Entering Unmasked Estep 
Score: -882428.750000 Penalty: 2099.751953
	Iteration 0F: 2 clusters Score -882428.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -878057.875000 Penalty: 4199.503906
	Iteration 0F: 3 clusters Score -878057.9 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -879035.125000 Penalty: 4199.503906
	Iteration 1F: 3 clusters Score -879035.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -879214.687500 Penalty: 4199.503906
	Iteration 2F: 3 clusters Score -879214.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -879312.187500 Penalty: 4199.503906
	Iteration 3Q: 3 clusters Score -879312.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -879385.250000 Penalty: 4199.503906
	Iteration 4Q: 3 clusters Score -879385.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -879436.687500 Penalty: 4199.503906
	Iteration 5Q: 3 clusters Score -879436.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -879486.687500 Penalty: 4199.503906
	Iteration 6Q: 3 clusters Score -879486.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -879531.500000 Penalty: 4199.503906
	Iteration 7Q: 3 clusters Score -879531.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -879563.750000 Penalty: 4199.503906
	Iteration 8Q: 3 clusters Score -879563.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -879591.000000 Penalty: 4199.503906
	Iteration 9Q: 3 clusters Score -879591 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -879621.187500 Penalty: 4199.503906
	Iteration 10Q: 3 clusters Score -879621.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -879642.625000 Penalty: 4199.503906
	Iteration 11Q: 3 clusters Score -879642.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -879666.750000 Penalty: 4199.503906
	Iteration 12Q: 3 clusters Score -879666.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -879691.250000 Penalty: 4199.503906
	Iteration 13Q: 3 clusters Score -879691.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -879712.687500 Penalty: 4199.503906
	Iteration 14Q: 3 clusters Score -879712.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -879725.437500 Penalty: 4199.503906
	Iteration 15Q: 3 clusters Score -879725.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -879737.687500 Penalty: 4199.503906
	Iteration 16Q: 3 clusters Score -879737.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -879752.875000 Penalty: 4199.503906
	Iteration 17Q: 3 clusters Score -879752.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -879766.750000 Penalty: 4199.503906
	Iteration 18Q: 3 clusters Score -879766.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -879776.562500 Penalty: 4199.503906
	Iteration 19Q: 3 clusters Score -879776.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -879788.437500 Penalty: 4199.503906
	Iteration 20F: 3 clusters Score -879788.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -879795.750000 Penalty: 4199.503906
	Iteration 21Q: 3 clusters Score -879795.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -879801.562500 Penalty: 4199.503906
	Iteration 22Q: 3 clusters Score -879801.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -879808.312500 Penalty: 4199.503906
	Iteration 23Q: 3 clusters Score -879808.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -879813.250000 Penalty: 4199.503906
	Iteration 24Q: 3 clusters Score -879813.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -879818.625000 Penalty: 4199.503906
	Iteration 25Q: 3 clusters Score -879818.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -879822.875000 Penalty: 4199.503906
	Iteration 26Q: 3 clusters Score -879822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -879827.000000 Penalty: 4199.503906
	Iteration 27Q: 3 clusters Score -879827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -879829.312500 Penalty: 4199.503906
	Iteration 28Q: 3 clusters Score -879829.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -879833.375000 Penalty: 4199.503906
	Iteration 29Q: 3 clusters Score -879833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -879833.937500 Penalty: 4199.503906
	Iteration 30Q: 3 clusters Score -879833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -879836.062500 Penalty: 4199.503906
	Iteration 31Q: 3 clusters Score -879836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -879836.812500 Penalty: 4199.503906
	Iteration 32Q: 3 clusters Score -879836.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -879837.125000 Penalty: 4199.503906
	Iteration 33Q: 3 clusters Score -879837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -879839.000000 Penalty: 4199.503906
	Iteration 34Q: 3 clusters Score -879839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -879839.000000 Penalty: 4199.503906
	Iteration 35F: 3 clusters Score -879839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Entering Unmasked Estep 
Score: -8881015.000000 Penalty: 2669.086426
	Iteration 0F: 2 clusters Score -8881015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8850484.000000 Penalty: 5338.172852
	Iteration 0F: 3 clusters Score -8850484 nChanged 21757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8862386.000000 Penalty: 5338.172852
	Iteration 1F: 3 clusters Score -8862386 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8862990.000000 Penalty: 5338.172852
	Iteration 2Q: 3 clusters Score -8862990 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -8863561.000000 Penalty: 5338.172852
	Iteration 3Q: 3 clusters Score -8863561 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -8864160.000000 Penalty: 5338.172852
	Iteration 4Q: 3 clusters Score -8864160 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -8864934.000000 Penalty: 5338.172852
	Iteration 5Q: 3 clusters Score -8864934 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -8865965.000000 Penalty: 5338.172852
	Iteration 6Q: 3 clusters Score -8865965 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -8867470.000000 Penalty: 5338.172852
	Iteration 7F: 3 clusters Score -8867470 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -8869292.000000 Penalty: 5338.172852
	Iteration 8F: 3 clusters Score -8869292 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -8871530.000000 Penalty: 5338.172852
	Iteration 9F: 3 clusters Score -8871530 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -8873890.000000 Penalty: 5338.172852
	Iteration 10F: 3 clusters Score -8873890 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -8875858.000000 Penalty: 5338.172852
	Iteration 11Q: 3 clusters Score -8875858 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8877225.000000 Penalty: 5338.172852
	Iteration 12Q: 3 clusters Score -8877225 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8877910.000000 Penalty: 5338.172852
	Iteration 13Q: 3 clusters Score -8877910 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8878287.000000 Penalty: 5338.172852
	Iteration 14Q: 3 clusters Score -8878287 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8878529.000000 Penalty: 5338.172852
	Iteration 15Q: 3 clusters Score -8878529 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8878656.000000 Penalty: 5338.172852
	Iteration 16Q: 3 clusters Score -8878656 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8878720.000000 Penalty: 5338.172852
	Iteration 17Q: 3 clusters Score -8878720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8878782.000000 Penalty: 5338.172852
	Iteration 18Q: 3 clusters Score -8878782 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8878809.000000 Penalty: 5338.172852
	Iteration 19Q: 3 clusters Score -8878809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8878816.000000 Penalty: 5338.172852
	Iteration 20F: 3 clusters Score -8878816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8878833.000000 Penalty: 5338.172852
	Iteration 21Q: 3 clusters Score -8878833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8878868.000000 Penalty: 5338.172852
	Iteration 22Q: 3 clusters Score -8878868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8878878.000000 Penalty: 5338.172852
	Iteration 23Q: 3 clusters Score -8878878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8878905.000000 Penalty: 5338.172852
	Iteration 24Q: 3 clusters Score -8878905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8878897.000000 Penalty: 5338.172852
	Iteration 25Q: 3 clusters Score -8878897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8878913.000000 Penalty: 5338.172852
	Iteration 26Q: 3 clusters Score -8878913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8878936.000000 Penalty: 5338.172852
	Iteration 27Q: 3 clusters Score -8878936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8878941.000000 Penalty: 5338.172852
	Iteration 28Q: 3 clusters Score -8878941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8878950.000000 Penalty: 5338.172852
	Iteration 29Q: 3 clusters Score -8878950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8878955.000000 Penalty: 5338.172852
	Iteration 30Q: 3 clusters Score -8878955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8878965.000000 Penalty: 5338.172852
	Iteration 31Q: 3 clusters Score -8878965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8878972.000000 Penalty: 5338.172852
	Iteration 32Q: 3 clusters Score -8878972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8878967.000000 Penalty: 5338.172852
	Iteration 33Q: 3 clusters Score -8878967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8878967.000000 Penalty: 5338.172852
	Iteration 34Q: 3 clusters Score -8878967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8878967.000000 Penalty: 5338.172852
	Iteration 35F: 3 clusters Score -8878967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Entering Unmasked Estep 
Score: -9053091.000000 Penalty: 2674.762207
	Iteration 0F: 2 clusters Score -9053091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -9022557.000000 Penalty: 5349.524414
	Iteration 0F: 3 clusters Score -9022557 nChanged 22348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -9034927.000000 Penalty: 5349.524414
	Iteration 1F: 3 clusters Score -9034927 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -9035361.000000 Penalty: 5349.524414
	Iteration 2Q: 3 clusters Score -9035361 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -9035775.000000 Penalty: 5349.524414
	Iteration 3Q: 3 clusters Score -9035775 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -9036238.000000 Penalty: 5349.524414
	Iteration 4Q: 3 clusters Score -9036238 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -9036612.000000 Penalty: 5349.524414
	Iteration 5Q: 3 clusters Score -9036612 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -9037013.000000 Penalty: 5349.524414
	Iteration 6Q: 3 clusters Score -9037013 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -9037470.000000 Penalty: 5349.524414
	Iteration 7Q: 3 clusters Score -9037470 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -9038057.000000 Penalty: 5349.524414
	Iteration 8Q: 3 clusters Score -9038057 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -9039084.000000 Penalty: 5349.524414
	Iteration 9Q: 3 clusters Score -9039084 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -9040436.000000 Penalty: 5349.524414
	Iteration 10Q: 3 clusters Score -9040436 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9042248.000000 Penalty: 5349.524414
	Iteration 11F: 3 clusters Score -9042248 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -9044180.000000 Penalty: 5349.524414
	Iteration 12F: 3 clusters Score -9044180 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -9045946.000000 Penalty: 5349.524414
	Iteration 13Q: 3 clusters Score -9045946 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9047203.000000 Penalty: 5349.524414
	Iteration 14Q: 3 clusters Score -9047203 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -9047914.000000 Penalty: 5349.524414
	Iteration 15Q: 3 clusters Score -9047914 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -9048453.000000 Penalty: 5349.524414
	Iteration 16Q: 3 clusters Score -9048453 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -9048890.000000 Penalty: 5349.524414
	Iteration 17Q: 3 clusters Score -9048890 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -9049226.000000 Penalty: 5349.524414
	Iteration 18Q: 3 clusters Score -9049226 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -9049533.000000 Penalty: 5349.524414
	Iteration 19Q: 3 clusters Score -9049533 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -9049821.000000 Penalty: 5349.524414
	Iteration 20F: 3 clusters Score -9049821 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -9050179.000000 Penalty: 5349.524414
	Iteration 21Q: 3 clusters Score -9050179 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -9050510.000000 Penalty: 5349.524414
	Iteration 22Q: 3 clusters Score -9050510 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9050710.000000 Penalty: 5349.524414
	Iteration 23Q: 3 clusters Score -9050710 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9050861.000000 Penalty: 5349.524414
	Iteration 24Q: 3 clusters Score -9050861 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -9050986.000000 Penalty: 5349.524414
	Iteration 25Q: 3 clusters Score -9050986 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9051100.000000 Penalty: 5349.524414
	Iteration 26Q: 3 clusters Score -9051100 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9051178.000000 Penalty: 5349.524414
	Iteration 27Q: 3 clusters Score -9051178 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9051230.000000 Penalty: 5349.524414
	Iteration 28Q: 3 clusters Score -9051230 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9051267.000000 Penalty: 5349.524414
	Iteration 29Q: 3 clusters Score -9051267 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9051286.000000 Penalty: 5349.524414
	Iteration 30Q: 3 clusters Score -9051286 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9051297.000000 Penalty: 5349.524414
	Iteration 31Q: 3 clusters Score -9051297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9051280.000000 Penalty: 5349.524414
	Iteration 32Q: 3 clusters Score -9051280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9051290.000000 Penalty: 5349.524414
	Iteration 33Q: 3 clusters Score -9051290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9051290.000000 Penalty: 5349.524414
	Iteration 34Q: 3 clusters Score -9051290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9051282.000000 Penalty: 5349.524414
	Iteration 35Q: 3 clusters Score -9051282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9051278.000000 Penalty: 5349.524414
	Iteration 36Q: 3 clusters Score -9051278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9051266.000000 Penalty: 5349.524414
	Iteration 37Q: 3 clusters Score -9051266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9051254.000000 Penalty: 5349.524414
	Iteration 38Q: 3 clusters Score -9051254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9051246.000000 Penalty: 5349.524414
	Iteration 39Q: 3 clusters Score -9051246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9051240.000000 Penalty: 5349.524414
	Iteration 40F: 3 clusters Score -9051240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9051246.000000 Penalty: 5349.524414
	Iteration 41Q: 3 clusters Score -9051246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9051267.000000 Penalty: 5349.524414
	Iteration 42Q: 3 clusters Score -9051267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9051264.000000 Penalty: 5349.524414
	Iteration 43Q: 3 clusters Score -9051264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9051255.000000 Penalty: 5349.524414
	Iteration 44Q: 3 clusters Score -9051255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9051250.000000 Penalty: 5349.524414
	Iteration 45Q: 3 clusters Score -9051250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9051245.000000 Penalty: 5349.524414
	Iteration 46Q: 3 clusters Score -9051245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9051239.000000 Penalty: 5349.524414
	Iteration 47Q: 3 clusters Score -9051239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9051254.000000 Penalty: 5349.524414
	Iteration 48Q: 3 clusters Score -9051254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9051238.000000 Penalty: 5349.524414
	Iteration 49Q: 3 clusters Score -9051238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9051236.000000 Penalty: 5349.524414
	Iteration 50Q: 3 clusters Score -9051236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9051242.000000 Penalty: 5349.524414
	Iteration 51Q: 3 clusters Score -9051242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9051239.000000 Penalty: 5349.524414
	Iteration 52Q: 3 clusters Score -9051239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9051238.000000 Penalty: 5349.524414
	Iteration 53Q: 3 clusters Score -9051238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -9051236.000000 Penalty: 5349.524414
	Iteration 54Q: 3 clusters Score -9051236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9051245.000000 Penalty: 5349.524414
	Iteration 55Q: 3 clusters Score -9051245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47520 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9051241.000000 Penalty: 5349.524414
	Iteration 56Q: 3 clusters Score -9051241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9051237.000000 Penalty: 5349.524414
	Iteration 57Q: 3 clusters Score -9051237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9051236.000000 Penalty: 5349.524414
	Iteration 58Q: 3 clusters Score -9051236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9051242.000000 Penalty: 5349.524414
	Iteration 59Q: 3 clusters Score -9051242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9051240.000000 Penalty: 5349.524414
	Iteration 60F: 3 clusters Score -9051240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24239.960938 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24239.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -24466.628906 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24466.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24523.421875 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -24523.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24567.664062 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24567.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24589.255859 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24589.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24606.509766 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24606.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24608.974609 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -24608.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24619.449219 Penalty: 2842.129395
	Iteration 7Q: 3 clusters Score -24619.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24623.115234 Penalty: 2842.129395
	Iteration 8Q: 3 clusters Score -24623.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24627.990234 Penalty: 2842.129395
	Iteration 9Q: 3 clusters Score -24627.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24631.458984 Penalty: 2842.129395
	Iteration 10Q: 3 clusters Score -24631.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24644.353516 Penalty: 2842.129395
	Iteration 11Q: 3 clusters Score -24644.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24644.353516 Penalty: 2842.129395
	Iteration 12F: 3 clusters Score -24644.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Entering Unmasked Estep 
Score: -4992830.000000 Penalty: 2527.245605
	Iteration 0F: 2 clusters Score -4992830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -4974339.000000 Penalty: 5054.491211
	Iteration 0F: 3 clusters Score -4974339 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -4980858.500000 Penalty: 5054.491211
	Iteration 1F: 3 clusters Score -4980858 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -4981552.000000 Penalty: 5054.491211
	Iteration 2F: 3 clusters Score -4981552 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -4982374.500000 Penalty: 5054.491211
	Iteration 3F: 3 clusters Score -4982374 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4983248.500000 Penalty: 5054.491211
	Iteration 4F: 3 clusters Score -4983248 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -4984199.000000 Penalty: 5054.491211
	Iteration 5F: 3 clusters Score -4984199 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -4985395.000000 Penalty: 5054.491211
	Iteration 6F: 3 clusters Score -4985395 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4986895.500000 Penalty: 5054.491211
	Iteration 7F: 3 clusters Score -4986896 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -4988740.500000 Penalty: 5054.491211
	Iteration 8F: 3 clusters Score -4988740 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -4990349.500000 Penalty: 5054.491211
	Iteration 9F: 3 clusters Score -4990350 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -4991034.500000 Penalty: 5054.491211
	Iteration 10Q: 3 clusters Score -4991034 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -4991229.500000 Penalty: 5054.491211
	Iteration 11Q: 3 clusters Score -4991230 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4991285.500000 Penalty: 5054.491211
	Iteration 12Q: 3 clusters Score -4991286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -4991320.000000 Penalty: 5054.491211
	Iteration 13Q: 3 clusters Score -4991320 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4991323.000000 Penalty: 5054.491211
	Iteration 14Q: 3 clusters Score -4991323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -4991333.000000 Penalty: 5054.491211
	Iteration 15Q: 3 clusters Score -4991333 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4991337.000000 Penalty: 5054.491211
	Iteration 16Q: 3 clusters Score -4991337 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -4991351.000000 Penalty: 5054.491211
	Iteration 17Q: 3 clusters Score -4991351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -4991349.500000 Penalty: 5054.491211
	Iteration 18Q: 3 clusters Score -4991350 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -4991353.000000 Penalty: 5054.491211
	Iteration 19Q: 3 clusters Score -4991353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -4991361.000000 Penalty: 5054.491211
	Iteration 20F: 3 clusters Score -4991361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4991365.000000 Penalty: 5054.491211
	Iteration 21Q: 3 clusters Score -4991365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4991362.500000 Penalty: 5054.491211
	Iteration 22Q: 3 clusters Score -4991362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -4991359.000000 Penalty: 5054.491211
	Iteration 23Q: 3 clusters Score -4991359 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -4991364.500000 Penalty: 5054.491211
	Iteration 24Q: 3 clusters Score -4991364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4991374.000000 Penalty: 5054.491211
	Iteration 25Q: 3 clusters Score -4991374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4991375.500000 Penalty: 5054.491211
	Iteration 26Q: 3 clusters Score -4991376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4991382.500000 Penalty: 5054.491211
	Iteration 27Q: 3 clusters Score -4991382 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -4991380.500000 Penalty: 5054.491211
	Iteration 28Q: 3 clusters Score -4991380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -4991390.500000 Penalty: 5054.491211
	Iteration 29Q: 3 clusters Score -4991390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -4991384.500000 Penalty: 5054.491211
	Iteration 30Q: 3 clusters Score -4991384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -4991385.500000 Penalty: 5054.491211
	Iteration 31Q: 3 clusters Score -4991386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -4991382.500000 Penalty: 5054.491211
	Iteration 32Q: 3 clusters Score -4991382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -4991385.000000 Penalty: 5054.491211
	Iteration 33Q: 3 clusters Score -4991385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4991388.000000 Penalty: 5054.491211
	Iteration 34Q: 3 clusters Score -4991388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -4991395.500000 Penalty: 5054.491211
	Iteration 35Q: 3 clusters Score -4991396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4991388.000000 Penalty: 5054.491211
	Iteration 36Q: 3 clusters Score -4991388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -4991397.000000 Penalty: 5054.491211
	Iteration 37Q: 3 clusters Score -4991397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4991392.500000 Penalty: 5054.491211
	Iteration 38Q: 3 clusters Score -4991392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4991397.500000 Penalty: 5054.491211
	Iteration 39Q: 3 clusters Score -4991398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4991386.500000 Penalty: 5054.491211
	Iteration 40F: 3 clusters Score -4991386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4991396.000000 Penalty: 5054.491211
	Iteration 41Q: 3 clusters Score -4991396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4991402.000000 Penalty: 5054.491211
	Iteration 42Q: 3 clusters Score -4991402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -4991411.000000 Penalty: 5054.491211
	Iteration 43Q: 3 clusters Score -4991411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -4991400.500000 Penalty: 5054.491211
	Iteration 44Q: 3 clusters Score -4991400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -4991395.000000 Penalty: 5054.491211
	Iteration 45Q: 3 clusters Score -4991395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4991396.000000 Penalty: 5054.491211
	Iteration 46Q: 3 clusters Score -4991396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -4991397.000000 Penalty: 5054.491211
	Iteration 47Q: 3 clusters Score -4991397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4991396.000000 Penalty: 5054.491211
	Iteration 48Q: 3 clusters Score -4991396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -4991398.500000 Penalty: 5054.491211
	Iteration 49Q: 3 clusters Score -4991398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -4991399.500000 Penalty: 5054.491211
	Iteration 50Q: 3 clusters Score -4991400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4991393.500000 Penalty: 5054.491211
	Iteration 51Q: 3 clusters Score -4991394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -4991392.500000 Penalty: 5054.491211
	Iteration 52Q: 3 clusters Score -4991392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4991399.000000 Penalty: 5054.491211
	Iteration 53Q: 3 clusters Score -4991399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -4991395.000000 Penalty: 5054.491211
	Iteration 54Q: 3 clusters Score -4991395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4991392.500000 Penalty: 5054.491211
	Iteration 55Q: 3 clusters Score -4991392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4991399.500000 Penalty: 5054.491211
	Iteration 56Q: 3 clusters Score -4991400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4991393.000000 Penalty: 5054.491211
	Iteration 57Q: 3 clusters Score -4991393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4991399.500000 Penalty: 5054.491211
	Iteration 58Q: 3 clusters Score -4991400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4991404.500000 Penalty: 5054.491211
	Iteration 59Q: 3 clusters Score -4991404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4991399.000000 Penalty: 5054.491211
	Iteration 60F: 3 clusters Score -4991399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4991401.000000 Penalty: 5054.491211
	Iteration 61Q: 3 clusters Score -4991401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -4991400.500000 Penalty: 5054.491211
	Iteration 62Q: 3 clusters Score -4991400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -4991403.500000 Penalty: 5054.491211
	Iteration 63Q: 3 clusters Score -4991404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4991401.000000 Penalty: 5054.491211
	Iteration 64Q: 3 clusters Score -4991401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -4991399.000000 Penalty: 5054.491211
	Iteration 65Q: 3 clusters Score -4991399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4991393.000000 Penalty: 5054.491211
	Iteration 66Q: 3 clusters Score -4991393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -4991386.500000 Penalty: 5054.491211
	Iteration 67Q: 3 clusters Score -4991386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4991396.500000 Penalty: 5054.491211
	Iteration 68Q: 3 clusters Score -4991396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4991391.000000 Penalty: 5054.491211
	Iteration 69Q: 3 clusters Score -4991391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4991391.500000 Penalty: 5054.491211
	Iteration 70Q: 3 clusters Score -4991392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4991390.500000 Penalty: 5054.491211
	Iteration 71Q: 3 clusters Score -4991390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4991391.000000 Penalty: 5054.491211
	Iteration 72Q: 3 clusters Score -4991391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4991389.000000 Penalty: 5054.491211
	Iteration 73Q: 3 clusters Score -4991389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -4991390.500000 Penalty: 5054.491211
	Iteration 74Q: 3 clusters Score -4991390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4991386.000000 Penalty: 5054.491211
	Iteration 75Q: 3 clusters Score -4991386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4991375.500000 Penalty: 5054.491211
	Iteration 76Q: 3 clusters Score -4991376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4991376.500000 Penalty: 5054.491211
	Iteration 77Q: 3 clusters Score -4991376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4991374.000000 Penalty: 5054.491211
	Iteration 78Q: 3 clusters Score -4991374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -4991374.000000 Penalty: 5054.491211
	Iteration 79F: 3 clusters Score -4991374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -84290.992188 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84290.99 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -84657.328125 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84657.33 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -84988.226562 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84988.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85225.101562 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85225.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85383.601562 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -85383.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -85462.546875 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85462.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -85537.015625 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85537.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85587.796875 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85587.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85654.820312 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85654.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85682.140625 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85682.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85694.984375 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85694.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85707.437500 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85707.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -85714.054688 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85714.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85719.320312 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85719.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85728.257812 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -85728.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -85735.492188 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -85735.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85736.476562 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -85736.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85737.828125 Penalty: 3192.330566
	Iteration 17Q: 3 clusters Score -85737.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -85741.406250 Penalty: 3192.330566
	Iteration 18F: 3 clusters Score -85741.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -85744.953125 Penalty: 3192.330566
	Iteration 19Q: 3 clusters Score -85744.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85748.187500 Penalty: 3192.330566
	Iteration 20F: 3 clusters Score -85748.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -134584.109375 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -134584.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -132854.484375 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -132854.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133174.406250 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -133174.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -133321.453125 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -133321.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -133404.515625 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -133404.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -133493.515625 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -133493.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -133627.078125 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -133627.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -133728.218750 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -133728.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -133832.437500 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -133832.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -133908.828125 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -133908.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -133993.015625 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -133993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -134067.421875 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -134067.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134120.562500 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -134120.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -134142.453125 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -134142.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134149.734375 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -134149.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -134157.625000 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -134157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -134163.828125 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -134163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -134166.515625 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -134166.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134169.281250 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -134169.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -134176.687500 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -134176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -134187.015625 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -134187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -134220.281250 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -134220.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -134246.421875 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -134246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134250.187500 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -134250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -134252.359375 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -134252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134253.328125 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -134253.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -134253.328125 Penalty: 3304.913818
	Iteration 25F: 3 clusters Score -134253.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Entering Unmasked Estep 
Score: -4844753.500000 Penalty: 2519.792236
	Iteration 0F: 2 clusters Score -4844754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4826917.000000 Penalty: 5039.584473
	Iteration 0F: 3 clusters Score -4826917 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4833037.000000 Penalty: 5039.584473
	Iteration 1F: 3 clusters Score -4833037 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4833381.000000 Penalty: 5039.584473
	Iteration 2Q: 3 clusters Score -4833381 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -4833679.000000 Penalty: 5039.584473
	Iteration 3Q: 3 clusters Score -4833679 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -4833914.500000 Penalty: 5039.584473
	Iteration 4Q: 3 clusters Score -4833914 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4834098.500000 Penalty: 5039.584473
	Iteration 5Q: 3 clusters Score -4834098 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4834260.000000 Penalty: 5039.584473
	Iteration 6Q: 3 clusters Score -4834260 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -4834387.500000 Penalty: 5039.584473
	Iteration 7Q: 3 clusters Score -4834388 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -4834505.000000 Penalty: 5039.584473
	Iteration 8Q: 3 clusters Score -4834505 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -4834638.500000 Penalty: 5039.584473
	Iteration 9Q: 3 clusters Score -4834638 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -4834771.000000 Penalty: 5039.584473
	Iteration 10Q: 3 clusters Score -4834771 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4834960.000000 Penalty: 5039.584473
	Iteration 11Q: 3 clusters Score -4834960 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -4835167.500000 Penalty: 5039.584473
	Iteration 12Q: 3 clusters Score -4835168 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -4835538.500000 Penalty: 5039.584473
	Iteration 13Q: 3 clusters Score -4835538 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -4836037.000000 Penalty: 5039.584473
	Iteration 14Q: 3 clusters Score -4836037 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4836653.500000 Penalty: 5039.584473
	Iteration 15Q: 3 clusters Score -4836654 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4837461.000000 Penalty: 5039.584473
	Iteration 16Q: 3 clusters Score -4837461 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -4838287.000000 Penalty: 5039.584473
	Iteration 17Q: 3 clusters Score -4838287 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4838982.000000 Penalty: 5039.584473
	Iteration 18Q: 3 clusters Score -4838982 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -4839457.500000 Penalty: 5039.584473
	Iteration 19Q: 3 clusters Score -4839458 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19713 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -4839769.000000 Penalty: 5039.584473
	Iteration 20F: 3 clusters Score -4839769 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -4840042.500000 Penalty: 5039.584473
	Iteration 21Q: 3 clusters Score -4840042 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -4840253.000000 Penalty: 5039.584473
	Iteration 22Q: 3 clusters Score -4840253 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4840444.000000 Penalty: 5039.584473
	Iteration 23Q: 3 clusters Score -4840444 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -4840639.500000 Penalty: 5039.584473
	Iteration 24Q: 3 clusters Score -4840640 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4840824.500000 Penalty: 5039.584473
	Iteration 25Q: 3 clusters Score -4840824 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4841012.500000 Penalty: 5039.584473
	Iteration 26Q: 3 clusters Score -4841012 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4841196.500000 Penalty: 5039.584473
	Iteration 27Q: 3 clusters Score -4841196 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4841416.500000 Penalty: 5039.584473
	Iteration 28Q: 3 clusters Score -4841416 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -4841628.500000 Penalty: 5039.584473
	Iteration 29Q: 3 clusters Score -4841628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4841810.500000 Penalty: 5039.584473
	Iteration 30Q: 3 clusters Score -4841810 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4841966.000000 Penalty: 5039.584473
	Iteration 31Q: 3 clusters Score -4841966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -4842097.000000 Penalty: 5039.584473
	Iteration 32Q: 3 clusters Score -4842097 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4842239.500000 Penalty: 5039.584473
	Iteration 33Q: 3 clusters Score -4842240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4842338.500000 Penalty: 5039.584473
	Iteration 34Q: 3 clusters Score -4842338 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4842413.500000 Penalty: 5039.584473
	Iteration 35Q: 3 clusters Score -4842414 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4842460.000000 Penalty: 5039.584473
	Iteration 36Q: 3 clusters Score -4842460 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4842497.000000 Penalty: 5039.584473
	Iteration 37Q: 3 clusters Score -4842497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4842537.500000 Penalty: 5039.584473
	Iteration 38Q: 3 clusters Score -4842538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4842553.500000 Penalty: 5039.584473
	Iteration 39Q: 3 clusters Score -4842554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4842586.000000 Penalty: 5039.584473
	Iteration 40F: 3 clusters Score -4842586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4842614.000000 Penalty: 5039.584473
	Iteration 41Q: 3 clusters Score -4842614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4842634.500000 Penalty: 5039.584473
	Iteration 42Q: 3 clusters Score -4842634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4842637.000000 Penalty: 5039.584473
	Iteration 43Q: 3 clusters Score -4842637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4842640.000000 Penalty: 5039.584473
	Iteration 44Q: 3 clusters Score -4842640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4842653.500000 Penalty: 5039.584473
	Iteration 45Q: 3 clusters Score -4842654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4842657.000000 Penalty: 5039.584473
	Iteration 46Q: 3 clusters Score -4842657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4842665.500000 Penalty: 5039.584473
	Iteration 47Q: 3 clusters Score -4842666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4842662.000000 Penalty: 5039.584473
	Iteration 48Q: 3 clusters Score -4842662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4842667.000000 Penalty: 5039.584473
	Iteration 49Q: 3 clusters Score -4842667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4842668.000000 Penalty: 5039.584473
	Iteration 50Q: 3 clusters Score -4842668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4842668.000000 Penalty: 5039.584473
	Iteration 51Q: 3 clusters Score -4842668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4842666.500000 Penalty: 5039.584473
	Iteration 52Q: 3 clusters Score -4842666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4842674.000000 Penalty: 5039.584473
	Iteration 53Q: 3 clusters Score -4842674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4842682.500000 Penalty: 5039.584473
	Iteration 54Q: 3 clusters Score -4842682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4842685.500000 Penalty: 5039.584473
	Iteration 55Q: 3 clusters Score -4842686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4842689.000000 Penalty: 5039.584473
	Iteration 56Q: 3 clusters Score -4842689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4842693.000000 Penalty: 5039.584473
	Iteration 57Q: 3 clusters Score -4842693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4842692.500000 Penalty: 5039.584473
	Iteration 58Q: 3 clusters Score -4842692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4842695.500000 Penalty: 5039.584473
	Iteration 59Q: 3 clusters Score -4842696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4842697.500000 Penalty: 5039.584473
	Iteration 60F: 3 clusters Score -4842698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4842696.500000 Penalty: 5039.584473
	Iteration 61Q: 3 clusters Score -4842696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4842701.000000 Penalty: 5039.584473
	Iteration 62Q: 3 clusters Score -4842701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4842703.000000 Penalty: 5039.584473
	Iteration 63Q: 3 clusters Score -4842703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4842698.500000 Penalty: 5039.584473
	Iteration 64Q: 3 clusters Score -4842698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4842698.500000 Penalty: 5039.584473
	Iteration 65F: 3 clusters Score -4842698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Entering Unmasked Estep 
Score: -8896823.000000 Penalty: 2669.301758
	Iteration 0F: 2 clusters Score -8896823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8866743.000000 Penalty: 5338.603516
	Iteration 0F: 3 clusters Score -8866743 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8878396.000000 Penalty: 5338.603516
	Iteration 1F: 3 clusters Score -8878396 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -8879007.000000 Penalty: 5338.603516
	Iteration 2Q: 3 clusters Score -8879007 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8879661.000000 Penalty: 5338.603516
	Iteration 3Q: 3 clusters Score -8879661 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8880622.000000 Penalty: 5338.603516
	Iteration 4Q: 3 clusters Score -8880622 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8882431.000000 Penalty: 5338.603516
	Iteration 5F: 3 clusters Score -8882431 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8885823.000000 Penalty: 5338.603516
	Iteration 6F: 3 clusters Score -8885823 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8890294.000000 Penalty: 5338.603516
	Iteration 7F: 3 clusters Score -8890294 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8892745.000000 Penalty: 5338.603516
	Iteration 8F: 3 clusters Score -8892745 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -8893498.000000 Penalty: 5338.603516
	Iteration 9Q: 3 clusters Score -8893498 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -8893837.000000 Penalty: 5338.603516
	Iteration 10Q: 3 clusters Score -8893837 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8894057.000000 Penalty: 5338.603516
	Iteration 11Q: 3 clusters Score -8894057 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8894151.000000 Penalty: 5338.603516
	Iteration 12Q: 3 clusters Score -8894151 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -8894206.000000 Penalty: 5338.603516
	Iteration 13Q: 3 clusters Score -8894206 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -8894243.000000 Penalty: 5338.603516
	Iteration 14Q: 3 clusters Score -8894243 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -8894305.000000 Penalty: 5338.603516
	Iteration 15Q: 3 clusters Score -8894305 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -8894291.000000 Penalty: 5338.603516
	Iteration 16Q: 3 clusters Score -8894291 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -8894276.000000 Penalty: 5338.603516
	Iteration 17Q: 3 clusters Score -8894276 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -8894221.000000 Penalty: 5338.603516
	Iteration 18Q: 3 clusters Score -8894221 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -8894241.000000 Penalty: 5338.603516
	Iteration 19Q: 3 clusters Score -8894241 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8894273.000000 Penalty: 5338.603516
	Iteration 20F: 3 clusters Score -8894273 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -8894273.000000 Penalty: 5338.603516
	Iteration 21Q: 3 clusters Score -8894273 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -8894250.000000 Penalty: 5338.603516
	Iteration 22Q: 3 clusters Score -8894250 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8894264.000000 Penalty: 5338.603516
	Iteration 23Q: 3 clusters Score -8894264 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -8894276.000000 Penalty: 5338.603516
	Iteration 24Q: 3 clusters Score -8894276 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -8894260.000000 Penalty: 5338.603516
	Iteration 25Q: 3 clusters Score -8894260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -8894210.000000 Penalty: 5338.603516
	Iteration 26Q: 3 clusters Score -8894210 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -8894206.000000 Penalty: 5338.603516
	Iteration 27Q: 3 clusters Score -8894206 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -8894194.000000 Penalty: 5338.603516
	Iteration 28Q: 3 clusters Score -8894194 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -8894160.000000 Penalty: 5338.603516
	Iteration 29Q: 3 clusters Score -8894160 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -8894175.000000 Penalty: 5338.603516
	Iteration 30Q: 3 clusters Score -8894175 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -8894161.000000 Penalty: 5338.603516
	Iteration 31Q: 3 clusters Score -8894161 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -8894206.000000 Penalty: 5338.603516
	Iteration 32Q: 3 clusters Score -8894206 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8894216.000000 Penalty: 5338.603516
	Iteration 33Q: 3 clusters Score -8894216 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -8894181.000000 Penalty: 5338.603516
	Iteration 34Q: 3 clusters Score -8894181 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -8894191.000000 Penalty: 5338.603516
	Iteration 35Q: 3 clusters Score -8894191 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -8894234.000000 Penalty: 5338.603516
	Iteration 36Q: 3 clusters Score -8894234 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -8894289.000000 Penalty: 5338.603516
	Iteration 37Q: 3 clusters Score -8894289 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -8894256.000000 Penalty: 5338.603516
	Iteration 38Q: 3 clusters Score -8894256 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8894203.000000 Penalty: 5338.603516
	Iteration 39Q: 3 clusters Score -8894203 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8894148.000000 Penalty: 5338.603516
	Iteration 40F: 3 clusters Score -8894148 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -8894129.000000 Penalty: 5338.603516
	Iteration 41Q: 3 clusters Score -8894129 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8894052.000000 Penalty: 5338.603516
	Iteration 42Q: 3 clusters Score -8894052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -8894031.000000 Penalty: 5338.603516
	Iteration 43Q: 3 clusters Score -8894031 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -8893966.000000 Penalty: 5338.603516
	Iteration 44Q: 3 clusters Score -8893966 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -8893881.000000 Penalty: 5338.603516
	Iteration 45Q: 3 clusters Score -8893881 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -8893804.000000 Penalty: 5338.603516
	Iteration 46Q: 3 clusters Score -8893804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -8893743.000000 Penalty: 5338.603516
	Iteration 47Q: 3 clusters Score -8893743 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -8893781.000000 Penalty: 5338.603516
	Iteration 48Q: 3 clusters Score -8893781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8893796.000000 Penalty: 5338.603516
	Iteration 49Q: 3 clusters Score -8893796 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -8893842.000000 Penalty: 5338.603516
	Iteration 50Q: 3 clusters Score -8893842 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -8893890.000000 Penalty: 5338.603516
	Iteration 51Q: 3 clusters Score -8893890 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -8893883.000000 Penalty: 5338.603516
	Iteration 52Q: 3 clusters Score -8893883 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -8893895.000000 Penalty: 5338.603516
	Iteration 53Q: 3 clusters Score -8893895 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -8893880.000000 Penalty: 5338.603516
	Iteration 54Q: 3 clusters Score -8893880 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -8893890.000000 Penalty: 5338.603516
	Iteration 55Q: 3 clusters Score -8893890 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8893790.000000 Penalty: 5338.603516
	Iteration 56Q: 3 clusters Score -8893790 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8893699.000000 Penalty: 5338.603516
	Iteration 57Q: 3 clusters Score -8893699 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8893919.000000 Penalty: 5338.603516
	Iteration 58Q: 3 clusters Score -8893919 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -8893983.000000 Penalty: 5338.603516
	Iteration 59Q: 3 clusters Score -8893983 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8894123.000000 Penalty: 5338.603516
	Iteration 60F: 3 clusters Score -8894123 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -8894317.000000 Penalty: 5338.603516
	Iteration 61Q: 3 clusters Score -8894317 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8894398.000000 Penalty: 5338.603516
	Iteration 62Q: 3 clusters Score -8894398 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8894495.000000 Penalty: 5338.603516
	Iteration 63Q: 3 clusters Score -8894495 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8894644.000000 Penalty: 5338.603516
	Iteration 64Q: 3 clusters Score -8894644 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8894670.000000 Penalty: 5338.603516
	Iteration 65Q: 3 clusters Score -8894670 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8894667.000000 Penalty: 5338.603516
	Iteration 66Q: 3 clusters Score -8894667 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8894701.000000 Penalty: 5338.603516
	Iteration 67Q: 3 clusters Score -8894701 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8894756.000000 Penalty: 5338.603516
	Iteration 68Q: 3 clusters Score -8894756 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45847 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8894750.000000 Penalty: 5338.603516
	Iteration 69Q: 3 clusters Score -8894750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8894789.000000 Penalty: 5338.603516
	Iteration 70Q: 3 clusters Score -8894789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8894792.000000 Penalty: 5338.603516
	Iteration 71Q: 3 clusters Score -8894792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8894790.000000 Penalty: 5338.603516
	Iteration 72Q: 3 clusters Score -8894790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8894801.000000 Penalty: 5338.603516
	Iteration 73Q: 3 clusters Score -8894801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8894835.000000 Penalty: 5338.603516
	Iteration 74Q: 3 clusters Score -8894835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8894818.000000 Penalty: 5338.603516
	Iteration 75Q: 3 clusters Score -8894818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8894813.000000 Penalty: 5338.603516
	Iteration 76Q: 3 clusters Score -8894813 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8894810.000000 Penalty: 5338.603516
	Iteration 77Q: 3 clusters Score -8894810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8894816.000000 Penalty: 5338.603516
	Iteration 78Q: 3 clusters Score -8894816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8894804.000000 Penalty: 5338.603516
	Iteration 79Q: 3 clusters Score -8894804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8894798.000000 Penalty: 5338.603516
	Iteration 80F: 3 clusters Score -8894798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8894794.000000 Penalty: 5338.603516
	Iteration 81Q: 3 clusters Score -8894794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8894786.000000 Penalty: 5338.603516
	Iteration 82Q: 3 clusters Score -8894786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8894790.000000 Penalty: 5338.603516
	Iteration 83Q: 3 clusters Score -8894790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8894786.000000 Penalty: 5338.603516
	Iteration 84Q: 3 clusters Score -8894786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8894781.000000 Penalty: 5338.603516
	Iteration 85Q: 3 clusters Score -8894781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8894789.000000 Penalty: 5338.603516
	Iteration 86Q: 3 clusters Score -8894789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46273 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8894784.000000 Penalty: 5338.603516
	Iteration 87Q: 3 clusters Score -8894784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8894796.000000 Penalty: 5338.603516
	Iteration 88Q: 3 clusters Score -8894796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8894797.000000 Penalty: 5338.603516
	Iteration 89Q: 3 clusters Score -8894797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8894789.000000 Penalty: 5338.603516
	Iteration 90Q: 3 clusters Score -8894789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8894798.000000 Penalty: 5338.603516
	Iteration 91Q: 3 clusters Score -8894798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8894787.000000 Penalty: 5338.603516
	Iteration 92Q: 3 clusters Score -8894787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8894787.000000 Penalty: 5338.603516
	Iteration 93Q: 3 clusters Score -8894787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8894786.000000 Penalty: 5338.603516
	Iteration 94Q: 3 clusters Score -8894786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8894788.000000 Penalty: 5338.603516
	Iteration 95Q: 3 clusters Score -8894788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8894802.000000 Penalty: 5338.603516
	Iteration 96Q: 3 clusters Score -8894802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8894799.000000 Penalty: 5338.603516
	Iteration 97Q: 3 clusters Score -8894799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8894801.000000 Penalty: 5338.603516
	Iteration 98Q: 3 clusters Score -8894801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8894802.000000 Penalty: 5338.603516
	Iteration 99Q: 3 clusters Score -8894802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8894799.000000 Penalty: 5338.603516
	Iteration 100F: 3 clusters Score -8894799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8894809.000000 Penalty: 5338.603516
	Iteration 101Q: 3 clusters Score -8894809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8894813.000000 Penalty: 5338.603516
	Iteration 102Q: 3 clusters Score -8894813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8894815.000000 Penalty: 5338.603516
	Iteration 103Q: 3 clusters Score -8894815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8894822.000000 Penalty: 5338.603516
	Iteration 104Q: 3 clusters Score -8894822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8894811.000000 Penalty: 5338.603516
	Iteration 105Q: 3 clusters Score -8894811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8894827.000000 Penalty: 5338.603516
	Iteration 106Q: 3 clusters Score -8894827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8894818.000000 Penalty: 5338.603516
	Iteration 107Q: 3 clusters Score -8894818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8894827.000000 Penalty: 5338.603516
	Iteration 108Q: 3 clusters Score -8894827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8894814.000000 Penalty: 5338.603516
	Iteration 109Q: 3 clusters Score -8894814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8894814.000000 Penalty: 5338.603516
	Iteration 110F: 3 clusters Score -8894814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -194427.531250 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194427.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -194961.984375 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -194962 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195262.968750 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -195263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -195489.000000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -195489 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195701.625000 Penalty: 3516.678223
	Iteration 4F: 3 clusters Score -195701.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195835.156250 Penalty: 3516.678223
	Iteration 5F: 3 clusters Score -195835.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -195906.421875 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -195906.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195958.609375 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -195958.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196011.890625 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -196011.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -196057.703125 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -196057.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -196097.328125 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -196097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -196126.312500 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -196126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -196141.781250 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -196141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196158.062500 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -196158.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196163.656250 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -196163.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196174.312500 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -196174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196181.781250 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -196181.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196181.781250 Penalty: 3516.678223
	Iteration 17F: 3 clusters Score -196181.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (25498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Entering Unmasked Estep 
Score: -4765685.000000 Penalty: 2516.296143
	Iteration 0F: 2 clusters Score -4765685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4748030.500000 Penalty: 5032.592285
	Iteration 0F: 3 clusters Score -4748030 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4754178.500000 Penalty: 5032.592285
	Iteration 1F: 3 clusters Score -4754178 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4754533.500000 Penalty: 5032.592285
	Iteration 2Q: 3 clusters Score -4754534 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4754815.500000 Penalty: 5032.592285
	Iteration 3Q: 3 clusters Score -4754816 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -4755071.500000 Penalty: 5032.592285
	Iteration 4Q: 3 clusters Score -4755072 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -4755308.000000 Penalty: 5032.592285
	Iteration 5Q: 3 clusters Score -4755308 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -4755522.000000 Penalty: 5032.592285
	Iteration 6Q: 3 clusters Score -4755522 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4755718.000000 Penalty: 5032.592285
	Iteration 7Q: 3 clusters Score -4755718 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -4755994.000000 Penalty: 5032.592285
	Iteration 8Q: 3 clusters Score -4755994 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -4756292.000000 Penalty: 5032.592285
	Iteration 9Q: 3 clusters Score -4756292 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4756727.000000 Penalty: 5032.592285
	Iteration 10Q: 3 clusters Score -4756727 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4757311.500000 Penalty: 5032.592285
	Iteration 11Q: 3 clusters Score -4757312 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -4758110.500000 Penalty: 5032.592285
	Iteration 12Q: 3 clusters Score -4758110 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4759031.500000 Penalty: 5032.592285
	Iteration 13F: 3 clusters Score -4759032 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -4760123.500000 Penalty: 5032.592285
	Iteration 14F: 3 clusters Score -4760124 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -4761124.500000 Penalty: 5032.592285
	Iteration 15Q: 3 clusters Score -4761124 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -4761916.000000 Penalty: 5032.592285
	Iteration 16Q: 3 clusters Score -4761916 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4762537.500000 Penalty: 5032.592285
	Iteration 17Q: 3 clusters Score -4762538 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -4762952.500000 Penalty: 5032.592285
	Iteration 18Q: 3 clusters Score -4762952 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4763156.000000 Penalty: 5032.592285
	Iteration 19Q: 3 clusters Score -4763156 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4763280.500000 Penalty: 5032.592285
	Iteration 20F: 3 clusters Score -4763280 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4763354.500000 Penalty: 5032.592285
	Iteration 21Q: 3 clusters Score -4763354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4763412.500000 Penalty: 5032.592285
	Iteration 22Q: 3 clusters Score -4763412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4763440.500000 Penalty: 5032.592285
	Iteration 23Q: 3 clusters Score -4763440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4763465.000000 Penalty: 5032.592285
	Iteration 24Q: 3 clusters Score -4763465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4763468.500000 Penalty: 5032.592285
	Iteration 25Q: 3 clusters Score -4763468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4763482.000000 Penalty: 5032.592285
	Iteration 26Q: 3 clusters Score -4763482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -4763485.500000 Penalty: 5032.592285
	Iteration 27Q: 3 clusters Score -4763486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -4763494.500000 Penalty: 5032.592285
	Iteration 28Q: 3 clusters Score -4763494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4763504.000000 Penalty: 5032.592285
	Iteration 29Q: 3 clusters Score -4763504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4763509.500000 Penalty: 5032.592285
	Iteration 30Q: 3 clusters Score -4763510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4763504.500000 Penalty: 5032.592285
	Iteration 31Q: 3 clusters Score -4763504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4763504.500000 Penalty: 5032.592285
	Iteration 32F: 3 clusters Score -4763504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -375234.500000 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -375234.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -372563.812500 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -372563.8 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -373053.187500 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -373053.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -373214.437500 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -373214.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -373303.312500 Penalty: 3791.405029
	Iteration 3Q: 3 clusters Score -373303.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -373363.125000 Penalty: 3791.405029
	Iteration 4Q: 3 clusters Score -373363.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373407.218750 Penalty: 3791.405029
	Iteration 5Q: 3 clusters Score -373407.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -373440.843750 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -373440.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -373463.125000 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -373463.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -373483.812500 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -373483.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -373495.281250 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -373495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -373503.843750 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -373503.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -373509.250000 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -373509.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -373514.343750 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -373514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -373519.812500 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -373519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -373523.187500 Penalty: 3791.405029
	Iteration 14Q: 3 clusters Score -373523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -373526.531250 Penalty: 3791.405029
	Iteration 15Q: 3 clusters Score -373526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -373527.000000 Penalty: 3791.405029
	Iteration 16Q: 3 clusters Score -373527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -373529.375000 Penalty: 3791.405029
	Iteration 17Q: 3 clusters Score -373529.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -373532.562500 Penalty: 3791.405029
	Iteration 18Q: 3 clusters Score -373532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -373535.250000 Penalty: 3791.405029
	Iteration 19Q: 3 clusters Score -373535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -373537.531250 Penalty: 3791.405029
	Iteration 20F: 3 clusters Score -373537.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -373538.437500 Penalty: 3791.405029
	Iteration 21Q: 3 clusters Score -373538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -373539.093750 Penalty: 3791.405029
	Iteration 22Q: 3 clusters Score -373539.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -373540.250000 Penalty: 3791.405029
	Iteration 23Q: 3 clusters Score -373540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -373540.562500 Penalty: 3791.405029
	Iteration 24Q: 3 clusters Score -373540.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -373540.562500 Penalty: 3791.405029
	Iteration 25F: 3 clusters Score -373540.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (39189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Entering Unmasked Estep 
Score: -7332023.500000 Penalty: 2622.885498
	Iteration 0F: 2 clusters Score -7332024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -7305567.000000 Penalty: 5245.770996
	Iteration 0F: 3 clusters Score -7305567 nChanged 17892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -7315399.000000 Penalty: 5245.770996
	Iteration 1F: 3 clusters Score -7315399 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -7316107.000000 Penalty: 5245.770996
	Iteration 2Q: 3 clusters Score -7316107 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -7317153.000000 Penalty: 5245.770996
	Iteration 3Q: 3 clusters Score -7317153 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -7318534.500000 Penalty: 5245.770996
	Iteration 4F: 3 clusters Score -7318534 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -7320301.000000 Penalty: 5245.770996
	Iteration 5F: 3 clusters Score -7320301 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -7322642.000000 Penalty: 5245.770996
	Iteration 6F: 3 clusters Score -7322642 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -7325403.000000 Penalty: 5245.770996
	Iteration 7F: 3 clusters Score -7325403 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -7327745.000000 Penalty: 5245.770996
	Iteration 8F: 3 clusters Score -7327745 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -7328921.000000 Penalty: 5245.770996
	Iteration 9Q: 3 clusters Score -7328921 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -7329331.500000 Penalty: 5245.770996
	Iteration 10Q: 3 clusters Score -7329332 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -7329491.500000 Penalty: 5245.770996
	Iteration 11Q: 3 clusters Score -7329492 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -7329601.000000 Penalty: 5245.770996
	Iteration 12Q: 3 clusters Score -7329601 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -7329683.500000 Penalty: 5245.770996
	Iteration 13Q: 3 clusters Score -7329684 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -7329736.000000 Penalty: 5245.770996
	Iteration 14Q: 3 clusters Score -7329736 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -7329772.000000 Penalty: 5245.770996
	Iteration 15Q: 3 clusters Score -7329772 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -7329797.000000 Penalty: 5245.770996
	Iteration 16Q: 3 clusters Score -7329797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -7329833.500000 Penalty: 5245.770996
	Iteration 17Q: 3 clusters Score -7329834 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -7329862.500000 Penalty: 5245.770996
	Iteration 18Q: 3 clusters Score -7329862 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -7329907.500000 Penalty: 5245.770996
	Iteration 19Q: 3 clusters Score -7329908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -7329912.500000 Penalty: 5245.770996
	Iteration 20F: 3 clusters Score -7329912 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -7329948.000000 Penalty: 5245.770996
	Iteration 21Q: 3 clusters Score -7329948 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -7329968.500000 Penalty: 5245.770996
	Iteration 22Q: 3 clusters Score -7329968 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -7329990.000000 Penalty: 5245.770996
	Iteration 23Q: 3 clusters Score -7329990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -7330030.000000 Penalty: 5245.770996
	Iteration 24Q: 3 clusters Score -7330030 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -7330051.500000 Penalty: 5245.770996
	Iteration 25Q: 3 clusters Score -7330052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -7330078.500000 Penalty: 5245.770996
	Iteration 26Q: 3 clusters Score -7330078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -7330098.500000 Penalty: 5245.770996
	Iteration 27Q: 3 clusters Score -7330098 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -7330109.500000 Penalty: 5245.770996
	Iteration 28Q: 3 clusters Score -7330110 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -7330131.500000 Penalty: 5245.770996
	Iteration 29Q: 3 clusters Score -7330132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -7330152.000000 Penalty: 5245.770996
	Iteration 30Q: 3 clusters Score -7330152 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -7330198.000000 Penalty: 5245.770996
	Iteration 31Q: 3 clusters Score -7330198 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -7330238.000000 Penalty: 5245.770996
	Iteration 32Q: 3 clusters Score -7330238 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7330261.000000 Penalty: 5245.770996
	Iteration 33Q: 3 clusters Score -7330261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -7330274.500000 Penalty: 5245.770996
	Iteration 34Q: 3 clusters Score -7330274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7330307.500000 Penalty: 5245.770996
	Iteration 35Q: 3 clusters Score -7330308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -7330302.500000 Penalty: 5245.770996
	Iteration 36Q: 3 clusters Score -7330302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -7330309.000000 Penalty: 5245.770996
	Iteration 37Q: 3 clusters Score -7330309 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -7330318.000000 Penalty: 5245.770996
	Iteration 38Q: 3 clusters Score -7330318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7330327.000000 Penalty: 5245.770996
	Iteration 39Q: 3 clusters Score -7330327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -7330345.500000 Penalty: 5245.770996
	Iteration 40F: 3 clusters Score -7330346 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7330356.000000 Penalty: 5245.770996
	Iteration 41Q: 3 clusters Score -7330356 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -7330368.500000 Penalty: 5245.770996
	Iteration 42Q: 3 clusters Score -7330368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -7330371.000000 Penalty: 5245.770996
	Iteration 43Q: 3 clusters Score -7330371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7330383.000000 Penalty: 5245.770996
	Iteration 44Q: 3 clusters Score -7330383 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -7330374.500000 Penalty: 5245.770996
	Iteration 45Q: 3 clusters Score -7330374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7330393.500000 Penalty: 5245.770996
	Iteration 46Q: 3 clusters Score -7330394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -7330388.000000 Penalty: 5245.770996
	Iteration 47Q: 3 clusters Score -7330388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -7330398.000000 Penalty: 5245.770996
	Iteration 48Q: 3 clusters Score -7330398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 35680 members 
Entering Unmasked Estep 
Score: -7330405.500000 Penalty: 5245.770996
	Iteration 49Q: 3 clusters Score -7330406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7330399.500000 Penalty: 5245.770996
	Iteration 50Q: 3 clusters Score -7330400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -7330402.000000 Penalty: 5245.770996
	Iteration 51Q: 3 clusters Score -7330402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -7330394.000000 Penalty: 5245.770996
	Iteration 52Q: 3 clusters Score -7330394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -7330398.500000 Penalty: 5245.770996
	Iteration 53Q: 3 clusters Score -7330398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -7330401.000000 Penalty: 5245.770996
	Iteration 54Q: 3 clusters Score -7330401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -7330410.500000 Penalty: 5245.770996
	Iteration 55Q: 3 clusters Score -7330410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -7330407.500000 Penalty: 5245.770996
	Iteration 56Q: 3 clusters Score -7330408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7330411.500000 Penalty: 5245.770996
	Iteration 57Q: 3 clusters Score -7330412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -7330421.500000 Penalty: 5245.770996
	Iteration 58Q: 3 clusters Score -7330422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -7330431.500000 Penalty: 5245.770996
	Iteration 59Q: 3 clusters Score -7330432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7330434.000000 Penalty: 5245.770996
	Iteration 60F: 3 clusters Score -7330434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -7330439.000000 Penalty: 5245.770996
	Iteration 61Q: 3 clusters Score -7330439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -7330447.000000 Penalty: 5245.770996
	Iteration 62Q: 3 clusters Score -7330447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -7330448.000000 Penalty: 5245.770996
	Iteration 63Q: 3 clusters Score -7330448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7330441.500000 Penalty: 5245.770996
	Iteration 64Q: 3 clusters Score -7330442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -7330438.500000 Penalty: 5245.770996
	Iteration 65Q: 3 clusters Score -7330438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -7330450.000000 Penalty: 5245.770996
	Iteration 66Q: 3 clusters Score -7330450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -7330447.000000 Penalty: 5245.770996
	Iteration 67Q: 3 clusters Score -7330447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -7330448.000000 Penalty: 5245.770996
	Iteration 68Q: 3 clusters Score -7330448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -7330447.000000 Penalty: 5245.770996
	Iteration 69Q: 3 clusters Score -7330447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -7330451.000000 Penalty: 5245.770996
	Iteration 70Q: 3 clusters Score -7330451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -7330449.000000 Penalty: 5245.770996
	Iteration 71Q: 3 clusters Score -7330449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -7330454.000000 Penalty: 5245.770996
	Iteration 72Q: 3 clusters Score -7330454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -7330459.000000 Penalty: 5245.770996
	Iteration 73Q: 3 clusters Score -7330459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -7330468.000000 Penalty: 5245.770996
	Iteration 74Q: 3 clusters Score -7330468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7330467.000000 Penalty: 5245.770996
	Iteration 75Q: 3 clusters Score -7330467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -7330475.500000 Penalty: 5245.770996
	Iteration 76Q: 3 clusters Score -7330476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -7330474.500000 Penalty: 5245.770996
	Iteration 77Q: 3 clusters Score -7330474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -7330480.500000 Penalty: 5245.770996
	Iteration 78Q: 3 clusters Score -7330480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7330474.000000 Penalty: 5245.770996
	Iteration 79Q: 3 clusters Score -7330474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -7330491.500000 Penalty: 5245.770996
	Iteration 80F: 3 clusters Score -7330492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7330494.000000 Penalty: 5245.770996
	Iteration 81Q: 3 clusters Score -7330494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -7330501.500000 Penalty: 5245.770996
	Iteration 82Q: 3 clusters Score -7330502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -7330503.000000 Penalty: 5245.770996
	Iteration 83Q: 3 clusters Score -7330503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 36334 members 
Entering Unmasked Estep 
Score: -7330489.500000 Penalty: 5245.770996
	Iteration 84Q: 3 clusters Score -7330490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -7330490.000000 Penalty: 5245.770996
	Iteration 85Q: 3 clusters Score -7330490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7330492.000000 Penalty: 5245.770996
	Iteration 86Q: 3 clusters Score -7330492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7330499.500000 Penalty: 5245.770996
	Iteration 87Q: 3 clusters Score -7330500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -7330492.000000 Penalty: 5245.770996
	Iteration 88Q: 3 clusters Score -7330492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7330499.500000 Penalty: 5245.770996
	Iteration 89Q: 3 clusters Score -7330500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -7330501.500000 Penalty: 5245.770996
	Iteration 90Q: 3 clusters Score -7330502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -7330504.000000 Penalty: 5245.770996
	Iteration 91Q: 3 clusters Score -7330504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7330503.000000 Penalty: 5245.770996
	Iteration 92Q: 3 clusters Score -7330503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -7330510.500000 Penalty: 5245.770996
	Iteration 93Q: 3 clusters Score -7330510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7330519.000000 Penalty: 5245.770996
	Iteration 94Q: 3 clusters Score -7330519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7330526.500000 Penalty: 5245.770996
	Iteration 95Q: 3 clusters Score -7330526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -7330524.500000 Penalty: 5245.770996
	Iteration 96Q: 3 clusters Score -7330524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7330527.500000 Penalty: 5245.770996
	Iteration 97Q: 3 clusters Score -7330528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -7330529.500000 Penalty: 5245.770996
	Iteration 98Q: 3 clusters Score -7330530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7330544.000000 Penalty: 5245.770996
	Iteration 99Q: 3 clusters Score -7330544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -7330553.000000 Penalty: 5245.770996
	Iteration 100F: 3 clusters Score -7330553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -7330542.000000 Penalty: 5245.770996
	Iteration 101Q: 3 clusters Score -7330542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -7330549.500000 Penalty: 5245.770996
	Iteration 102Q: 3 clusters Score -7330550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7330554.500000 Penalty: 5245.770996
	Iteration 103Q: 3 clusters Score -7330554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -7330556.000000 Penalty: 5245.770996
	Iteration 104Q: 3 clusters Score -7330556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -7330546.000000 Penalty: 5245.770996
	Iteration 105Q: 3 clusters Score -7330546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -7330554.500000 Penalty: 5245.770996
	Iteration 106Q: 3 clusters Score -7330554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -7330549.000000 Penalty: 5245.770996
	Iteration 107Q: 3 clusters Score -7330549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -7330543.500000 Penalty: 5245.770996
	Iteration 108Q: 3 clusters Score -7330544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7330542.000000 Penalty: 5245.770996
	Iteration 109Q: 3 clusters Score -7330542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -7330550.500000 Penalty: 5245.770996
	Iteration 110Q: 3 clusters Score -7330550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -7330557.000000 Penalty: 5245.770996
	Iteration 111Q: 3 clusters Score -7330557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -7330556.500000 Penalty: 5245.770996
	Iteration 112Q: 3 clusters Score -7330556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -7330557.000000 Penalty: 5245.770996
	Iteration 113Q: 3 clusters Score -7330557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 36666 members 
Entering Unmasked Estep 
Score: -7330556.500000 Penalty: 5245.770996
	Iteration 114Q: 3 clusters Score -7330556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -7330561.500000 Penalty: 5245.770996
	Iteration 115Q: 3 clusters Score -7330562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -7330561.000000 Penalty: 5245.770996
	Iteration 116Q: 3 clusters Score -7330561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7330565.500000 Penalty: 5245.770996
	Iteration 117Q: 3 clusters Score -7330566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7330562.500000 Penalty: 5245.770996
	Iteration 118Q: 3 clusters Score -7330562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -7330565.500000 Penalty: 5245.770996
	Iteration 119Q: 3 clusters Score -7330566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -7330557.500000 Penalty: 5245.770996
	Iteration 120F: 3 clusters Score -7330558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7330559.500000 Penalty: 5245.770996
	Iteration 121Q: 3 clusters Score -7330560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7330550.500000 Penalty: 5245.770996
	Iteration 122Q: 3 clusters Score -7330550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -7330560.000000 Penalty: 5245.770996
	Iteration 123Q: 3 clusters Score -7330560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -7330558.000000 Penalty: 5245.770996
	Iteration 124Q: 3 clusters Score -7330558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -7330559.500000 Penalty: 5245.770996
	Iteration 125Q: 3 clusters Score -7330560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -7330557.500000 Penalty: 5245.770996
	Iteration 126Q: 3 clusters Score -7330558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7330554.500000 Penalty: 5245.770996
	Iteration 127Q: 3 clusters Score -7330554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7330554.500000 Penalty: 5245.770996
	Iteration 128F: 3 clusters Score -7330554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (41751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Entering Unmasked Estep 
Score: -7806296.500000 Penalty: 2638.590820
	Iteration 0F: 2 clusters Score -7806296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -7778538.000000 Penalty: 5277.181641
	Iteration 0F: 3 clusters Score -7778538 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -7789461.500000 Penalty: 5277.181641
	Iteration 1F: 3 clusters Score -7789462 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -7790400.500000 Penalty: 5277.181641
	Iteration 2Q: 3 clusters Score -7790400 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -7791717.000000 Penalty: 5277.181641
	Iteration 3F: 3 clusters Score -7791717 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7793423.500000 Penalty: 5277.181641
	Iteration 4F: 3 clusters Score -7793424 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -7795459.500000 Penalty: 5277.181641
	Iteration 5F: 3 clusters Score -7795460 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7797897.000000 Penalty: 5277.181641
	Iteration 6F: 3 clusters Score -7797897 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -7800145.000000 Penalty: 5277.181641
	Iteration 7F: 3 clusters Score -7800145 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -7801606.500000 Penalty: 5277.181641
	Iteration 8F: 3 clusters Score -7801606 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -7802323.500000 Penalty: 5277.181641
	Iteration 9Q: 3 clusters Score -7802324 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -7802605.500000 Penalty: 5277.181641
	Iteration 10Q: 3 clusters Score -7802606 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7802745.000000 Penalty: 5277.181641
	Iteration 11Q: 3 clusters Score -7802745 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -7802875.000000 Penalty: 5277.181641
	Iteration 12Q: 3 clusters Score -7802875 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7802892.000000 Penalty: 5277.181641
	Iteration 13Q: 3 clusters Score -7802892 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -7802928.500000 Penalty: 5277.181641
	Iteration 14Q: 3 clusters Score -7802928 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -7802931.500000 Penalty: 5277.181641
	Iteration 15Q: 3 clusters Score -7802932 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -7802959.000000 Penalty: 5277.181641
	Iteration 16Q: 3 clusters Score -7802959 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -7802987.500000 Penalty: 5277.181641
	Iteration 17Q: 3 clusters Score -7802988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -7803001.000000 Penalty: 5277.181641
	Iteration 18Q: 3 clusters Score -7803001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -7803040.000000 Penalty: 5277.181641
	Iteration 19Q: 3 clusters Score -7803040 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -7803044.500000 Penalty: 5277.181641
	Iteration 20F: 3 clusters Score -7803044 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -7803067.000000 Penalty: 5277.181641
	Iteration 21Q: 3 clusters Score -7803067 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -7803062.500000 Penalty: 5277.181641
	Iteration 22Q: 3 clusters Score -7803062 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -7803068.500000 Penalty: 5277.181641
	Iteration 23Q: 3 clusters Score -7803068 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -7803099.500000 Penalty: 5277.181641
	Iteration 24Q: 3 clusters Score -7803100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -7803114.000000 Penalty: 5277.181641
	Iteration 25Q: 3 clusters Score -7803114 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7803119.000000 Penalty: 5277.181641
	Iteration 26Q: 3 clusters Score -7803119 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7803136.500000 Penalty: 5277.181641
	Iteration 27Q: 3 clusters Score -7803136 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -7803140.000000 Penalty: 5277.181641
	Iteration 28Q: 3 clusters Score -7803140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -7803146.000000 Penalty: 5277.181641
	Iteration 29Q: 3 clusters Score -7803146 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -7803153.000000 Penalty: 5277.181641
	Iteration 30Q: 3 clusters Score -7803153 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -7803128.000000 Penalty: 5277.181641
	Iteration 31Q: 3 clusters Score -7803128 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -7803161.500000 Penalty: 5277.181641
	Iteration 32Q: 3 clusters Score -7803162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -7803169.000000 Penalty: 5277.181641
	Iteration 33Q: 3 clusters Score -7803169 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -7803187.500000 Penalty: 5277.181641
	Iteration 34Q: 3 clusters Score -7803188 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -7803219.500000 Penalty: 5277.181641
	Iteration 35Q: 3 clusters Score -7803220 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -7803246.000000 Penalty: 5277.181641
	Iteration 36Q: 3 clusters Score -7803246 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -7803239.000000 Penalty: 5277.181641
	Iteration 37Q: 3 clusters Score -7803239 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -7803269.000000 Penalty: 5277.181641
	Iteration 38Q: 3 clusters Score -7803269 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -7803304.000000 Penalty: 5277.181641
	Iteration 39Q: 3 clusters Score -7803304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -7803319.000000 Penalty: 5277.181641
	Iteration 40F: 3 clusters Score -7803319 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7803344.500000 Penalty: 5277.181641
	Iteration 41Q: 3 clusters Score -7803344 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -7803377.000000 Penalty: 5277.181641
	Iteration 42Q: 3 clusters Score -7803377 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -7803442.000000 Penalty: 5277.181641
	Iteration 43Q: 3 clusters Score -7803442 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -7803514.500000 Penalty: 5277.181641
	Iteration 44Q: 3 clusters Score -7803514 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -7803557.500000 Penalty: 5277.181641
	Iteration 45Q: 3 clusters Score -7803558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7803605.000000 Penalty: 5277.181641
	Iteration 46Q: 3 clusters Score -7803605 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -7803652.500000 Penalty: 5277.181641
	Iteration 47Q: 3 clusters Score -7803652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -7803713.000000 Penalty: 5277.181641
	Iteration 48Q: 3 clusters Score -7803713 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7803735.000000 Penalty: 5277.181641
	Iteration 49Q: 3 clusters Score -7803735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -7803797.500000 Penalty: 5277.181641
	Iteration 50Q: 3 clusters Score -7803798 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -7803826.500000 Penalty: 5277.181641
	Iteration 51Q: 3 clusters Score -7803826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -7803842.500000 Penalty: 5277.181641
	Iteration 52Q: 3 clusters Score -7803842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -7803851.500000 Penalty: 5277.181641
	Iteration 53Q: 3 clusters Score -7803852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -7803869.500000 Penalty: 5277.181641
	Iteration 54Q: 3 clusters Score -7803870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -7803857.000000 Penalty: 5277.181641
	Iteration 55Q: 3 clusters Score -7803857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -7803878.500000 Penalty: 5277.181641
	Iteration 56Q: 3 clusters Score -7803878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7803870.000000 Penalty: 5277.181641
	Iteration 57Q: 3 clusters Score -7803870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -7803878.500000 Penalty: 5277.181641
	Iteration 58Q: 3 clusters Score -7803878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -7803866.000000 Penalty: 5277.181641
	Iteration 59Q: 3 clusters Score -7803866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7803856.500000 Penalty: 5277.181641
	Iteration 60F: 3 clusters Score -7803856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -7803850.500000 Penalty: 5277.181641
	Iteration 61Q: 3 clusters Score -7803850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7803869.500000 Penalty: 5277.181641
	Iteration 62Q: 3 clusters Score -7803870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -7803873.000000 Penalty: 5277.181641
	Iteration 63Q: 3 clusters Score -7803873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7803854.500000 Penalty: 5277.181641
	Iteration 64Q: 3 clusters Score -7803854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7803855.000000 Penalty: 5277.181641
	Iteration 65Q: 3 clusters Score -7803855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7803865.500000 Penalty: 5277.181641
	Iteration 66Q: 3 clusters Score -7803866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7803863.500000 Penalty: 5277.181641
	Iteration 67Q: 3 clusters Score -7803864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -7803860.500000 Penalty: 5277.181641
	Iteration 68Q: 3 clusters Score -7803860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7803865.000000 Penalty: 5277.181641
	Iteration 69Q: 3 clusters Score -7803865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -7803856.000000 Penalty: 5277.181641
	Iteration 70Q: 3 clusters Score -7803856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7803868.500000 Penalty: 5277.181641
	Iteration 71Q: 3 clusters Score -7803868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -7803864.500000 Penalty: 5277.181641
	Iteration 72Q: 3 clusters Score -7803864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7803862.000000 Penalty: 5277.181641
	Iteration 73Q: 3 clusters Score -7803862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -7803861.000000 Penalty: 5277.181641
	Iteration 74Q: 3 clusters Score -7803861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -7803860.000000 Penalty: 5277.181641
	Iteration 75Q: 3 clusters Score -7803860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -7803862.500000 Penalty: 5277.181641
	Iteration 76Q: 3 clusters Score -7803862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -7803865.500000 Penalty: 5277.181641
	Iteration 77Q: 3 clusters Score -7803866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -7803863.500000 Penalty: 5277.181641
	Iteration 78Q: 3 clusters Score -7803864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -7803867.500000 Penalty: 5277.181641
	Iteration 79Q: 3 clusters Score -7803868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -7803869.000000 Penalty: 5277.181641
	Iteration 80F: 3 clusters Score -7803869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7803876.000000 Penalty: 5277.181641
	Iteration 81Q: 3 clusters Score -7803876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -7803872.500000 Penalty: 5277.181641
	Iteration 82Q: 3 clusters Score -7803872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -7803872.500000 Penalty: 5277.181641
	Iteration 83F: 3 clusters Score -7803872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59859.886719 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59859.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -60191.687500 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60191.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -60289.894531 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60289.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -60403.187500 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60403.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60470.746094 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60470.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60547.523438 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60547.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -60580.832031 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60580.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60636.585938 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60636.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -60741.933594 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60741.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60784.644531 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60784.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60802.628906 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60802.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60822.835938 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60822.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -60836.699219 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60843.882812 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60843.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -60855.800781 Penalty: 3120.618408
	Iteration 14Q: 3 clusters Score -60855.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60869.714844 Penalty: 3120.618408
	Iteration 15Q: 3 clusters Score -60869.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60879.367188 Penalty: 3120.618408
	Iteration 16Q: 3 clusters Score -60879.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60883.449219 Penalty: 3120.618408
	Iteration 17Q: 3 clusters Score -60883.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60885.335938 Penalty: 3120.618408
	Iteration 18Q: 3 clusters Score -60885.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60891.046875 Penalty: 3120.618408
	Iteration 19F: 3 clusters Score -60891.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -60909.238281 Penalty: 3120.618408
	Iteration 20F: 3 clusters Score -60909.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -60928.742188 Penalty: 3120.618408
	Iteration 21Q: 3 clusters Score -60928.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -60939.937500 Penalty: 3120.618408
	Iteration 22Q: 3 clusters Score -60939.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60943.042969 Penalty: 3120.618408
	Iteration 23Q: 3 clusters Score -60943.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -60943.042969 Penalty: 3120.618408
	Iteration 24F: 3 clusters Score -60943.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Entering Unmasked Estep 
Score: -9363035.000000 Penalty: 2683.185791
	Iteration 0F: 2 clusters Score -9363035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -9331912.000000 Penalty: 5366.371582
	Iteration 0F: 3 clusters Score -9331912 nChanged 23048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -9344556.000000 Penalty: 5366.371582
	Iteration 1F: 3 clusters Score -9344556 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -9345001.000000 Penalty: 5366.371582
	Iteration 2Q: 3 clusters Score -9345001 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -9345390.000000 Penalty: 5366.371582
	Iteration 3Q: 3 clusters Score -9345390 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9345850.000000 Penalty: 5366.371582
	Iteration 4Q: 3 clusters Score -9345850 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -9346359.000000 Penalty: 5366.371582
	Iteration 5Q: 3 clusters Score -9346359 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -9347068.000000 Penalty: 5366.371582
	Iteration 6Q: 3 clusters Score -9347068 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -9348106.000000 Penalty: 5366.371582
	Iteration 7Q: 3 clusters Score -9348106 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -9349558.000000 Penalty: 5366.371582
	Iteration 8F: 3 clusters Score -9349558 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -9351904.000000 Penalty: 5366.371582
	Iteration 9F: 3 clusters Score -9351904 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9354824.000000 Penalty: 5366.371582
	Iteration 10F: 3 clusters Score -9354824 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -9357429.000000 Penalty: 5366.371582
	Iteration 11F: 3 clusters Score -9357429 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -9358760.000000 Penalty: 5366.371582
	Iteration 12Q: 3 clusters Score -9358760 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -9359585.000000 Penalty: 5366.371582
	Iteration 13Q: 3 clusters Score -9359585 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9360081.000000 Penalty: 5366.371582
	Iteration 14Q: 3 clusters Score -9360081 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -9360418.000000 Penalty: 5366.371582
	Iteration 15Q: 3 clusters Score -9360418 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -9360615.000000 Penalty: 5366.371582
	Iteration 16Q: 3 clusters Score -9360615 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -9360698.000000 Penalty: 5366.371582
	Iteration 17Q: 3 clusters Score -9360698 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -9360756.000000 Penalty: 5366.371582
	Iteration 18Q: 3 clusters Score -9360756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9360794.000000 Penalty: 5366.371582
	Iteration 19Q: 3 clusters Score -9360794 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9360810.000000 Penalty: 5366.371582
	Iteration 20F: 3 clusters Score -9360810 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -9360845.000000 Penalty: 5366.371582
	Iteration 21Q: 3 clusters Score -9360845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9360869.000000 Penalty: 5366.371582
	Iteration 22Q: 3 clusters Score -9360869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -9360866.000000 Penalty: 5366.371582
	Iteration 23Q: 3 clusters Score -9360866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -9360879.000000 Penalty: 5366.371582
	Iteration 24Q: 3 clusters Score -9360879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -9360888.000000 Penalty: 5366.371582
	Iteration 25Q: 3 clusters Score -9360888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -9360878.000000 Penalty: 5366.371582
	Iteration 26Q: 3 clusters Score -9360878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -9360885.000000 Penalty: 5366.371582
	Iteration 27Q: 3 clusters Score -9360885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9360891.000000 Penalty: 5366.371582
	Iteration 28Q: 3 clusters Score -9360891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -9360892.000000 Penalty: 5366.371582
	Iteration 29Q: 3 clusters Score -9360892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -9360890.000000 Penalty: 5366.371582
	Iteration 30Q: 3 clusters Score -9360890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -9360896.000000 Penalty: 5366.371582
	Iteration 31Q: 3 clusters Score -9360896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9360894.000000 Penalty: 5366.371582
	Iteration 32Q: 3 clusters Score -9360894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9360894.000000 Penalty: 5366.371582
	Iteration 33F: 3 clusters Score -9360894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Entering Unmasked Estep 
Score: -8243024.000000 Penalty: 2649.792236
	Iteration 0F: 2 clusters Score -8243024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -8213880.500000 Penalty: 5299.584473
	Iteration 0F: 3 clusters Score -8213880 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -8224979.500000 Penalty: 5299.584473
	Iteration 1F: 3 clusters Score -8224980 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -8225443.000000 Penalty: 5299.584473
	Iteration 2Q: 3 clusters Score -8225443 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8225821.500000 Penalty: 5299.584473
	Iteration 3Q: 3 clusters Score -8225822 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -8226198.500000 Penalty: 5299.584473
	Iteration 4Q: 3 clusters Score -8226198 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8226503.000000 Penalty: 5299.584473
	Iteration 5Q: 3 clusters Score -8226503 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8226915.000000 Penalty: 5299.584473
	Iteration 6Q: 3 clusters Score -8226915 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -8227413.500000 Penalty: 5299.584473
	Iteration 7Q: 3 clusters Score -8227414 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8228120.500000 Penalty: 5299.584473
	Iteration 8Q: 3 clusters Score -8228120 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -8229125.500000 Penalty: 5299.584473
	Iteration 9Q: 3 clusters Score -8229126 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -8230656.000000 Penalty: 5299.584473
	Iteration 10Q: 3 clusters Score -8230656 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8232602.500000 Penalty: 5299.584473
	Iteration 11F: 3 clusters Score -8232602 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -8234462.500000 Penalty: 5299.584473
	Iteration 12F: 3 clusters Score -8234462 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -8235808.000000 Penalty: 5299.584473
	Iteration 13Q: 3 clusters Score -8235808 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -8236666.500000 Penalty: 5299.584473
	Iteration 14Q: 3 clusters Score -8236666 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -8237392.000000 Penalty: 5299.584473
	Iteration 15Q: 3 clusters Score -8237392 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -8237966.000000 Penalty: 5299.584473
	Iteration 16Q: 3 clusters Score -8237966 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -8238518.500000 Penalty: 5299.584473
	Iteration 17Q: 3 clusters Score -8238518 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -8238948.500000 Penalty: 5299.584473
	Iteration 18Q: 3 clusters Score -8238948 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -8239236.500000 Penalty: 5299.584473
	Iteration 19Q: 3 clusters Score -8239236 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -8239456.000000 Penalty: 5299.584473
	Iteration 20F: 3 clusters Score -8239456 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -8239643.500000 Penalty: 5299.584473
	Iteration 21Q: 3 clusters Score -8239644 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -8239778.500000 Penalty: 5299.584473
	Iteration 22Q: 3 clusters Score -8239778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -8239891.000000 Penalty: 5299.584473
	Iteration 23Q: 3 clusters Score -8239891 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8239960.000000 Penalty: 5299.584473
	Iteration 24Q: 3 clusters Score -8239960 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -8240022.000000 Penalty: 5299.584473
	Iteration 25Q: 3 clusters Score -8240022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8240039.000000 Penalty: 5299.584473
	Iteration 26Q: 3 clusters Score -8240039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -8240050.500000 Penalty: 5299.584473
	Iteration 27Q: 3 clusters Score -8240050 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -8240067.000000 Penalty: 5299.584473
	Iteration 28Q: 3 clusters Score -8240067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -8240058.500000 Penalty: 5299.584473
	Iteration 29Q: 3 clusters Score -8240058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8240075.000000 Penalty: 5299.584473
	Iteration 30Q: 3 clusters Score -8240075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -8240092.500000 Penalty: 5299.584473
	Iteration 31Q: 3 clusters Score -8240092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -8240101.000000 Penalty: 5299.584473
	Iteration 32Q: 3 clusters Score -8240101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -8240105.500000 Penalty: 5299.584473
	Iteration 33Q: 3 clusters Score -8240106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -8240113.000000 Penalty: 5299.584473
	Iteration 34Q: 3 clusters Score -8240113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8240106.500000 Penalty: 5299.584473
	Iteration 35Q: 3 clusters Score -8240106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -8240104.500000 Penalty: 5299.584473
	Iteration 36Q: 3 clusters Score -8240104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -8240102.000000 Penalty: 5299.584473
	Iteration 37Q: 3 clusters Score -8240102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -8240119.000000 Penalty: 5299.584473
	Iteration 38Q: 3 clusters Score -8240119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8240127.500000 Penalty: 5299.584473
	Iteration 39Q: 3 clusters Score -8240128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -8240139.000000 Penalty: 5299.584473
	Iteration 40F: 3 clusters Score -8240139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -8240127.000000 Penalty: 5299.584473
	Iteration 41Q: 3 clusters Score -8240127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -8240127.000000 Penalty: 5299.584473
	Iteration 42Q: 3 clusters Score -8240127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -8240125.500000 Penalty: 5299.584473
	Iteration 43Q: 3 clusters Score -8240126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -8240134.000000 Penalty: 5299.584473
	Iteration 44Q: 3 clusters Score -8240134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -8240137.000000 Penalty: 5299.584473
	Iteration 45Q: 3 clusters Score -8240137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -8240131.500000 Penalty: 5299.584473
	Iteration 46Q: 3 clusters Score -8240132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8240135.000000 Penalty: 5299.584473
	Iteration 47Q: 3 clusters Score -8240135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -8240138.500000 Penalty: 5299.584473
	Iteration 48Q: 3 clusters Score -8240138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -8240152.000000 Penalty: 5299.584473
	Iteration 49Q: 3 clusters Score -8240152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8240154.500000 Penalty: 5299.584473
	Iteration 50Q: 3 clusters Score -8240154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -8240148.500000 Penalty: 5299.584473
	Iteration 51Q: 3 clusters Score -8240148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -8240159.500000 Penalty: 5299.584473
	Iteration 52Q: 3 clusters Score -8240160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -8240153.000000 Penalty: 5299.584473
	Iteration 53Q: 3 clusters Score -8240153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8240164.500000 Penalty: 5299.584473
	Iteration 54Q: 3 clusters Score -8240164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -8240164.500000 Penalty: 5299.584473
	Iteration 55Q: 3 clusters Score -8240164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8240162.000000 Penalty: 5299.584473
	Iteration 56Q: 3 clusters Score -8240162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -8240166.500000 Penalty: 5299.584473
	Iteration 57Q: 3 clusters Score -8240166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -8240169.500000 Penalty: 5299.584473
	Iteration 58Q: 3 clusters Score -8240170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -8240169.000000 Penalty: 5299.584473
	Iteration 59Q: 3 clusters Score -8240169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8240164.000000 Penalty: 5299.584473
	Iteration 60F: 3 clusters Score -8240164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8240162.000000 Penalty: 5299.584473
	Iteration 61Q: 3 clusters Score -8240162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -8240162.500000 Penalty: 5299.584473
	Iteration 62Q: 3 clusters Score -8240162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -8240170.000000 Penalty: 5299.584473
	Iteration 63Q: 3 clusters Score -8240170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -8240174.000000 Penalty: 5299.584473
	Iteration 64Q: 3 clusters Score -8240174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -8240172.000000 Penalty: 5299.584473
	Iteration 65Q: 3 clusters Score -8240172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -8240159.500000 Penalty: 5299.584473
	Iteration 66Q: 3 clusters Score -8240160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -8240157.500000 Penalty: 5299.584473
	Iteration 67Q: 3 clusters Score -8240158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -8240158.500000 Penalty: 5299.584473
	Iteration 68Q: 3 clusters Score -8240158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8240150.000000 Penalty: 5299.584473
	Iteration 69Q: 3 clusters Score -8240150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -8240156.500000 Penalty: 5299.584473
	Iteration 70Q: 3 clusters Score -8240156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -8240149.000000 Penalty: 5299.584473
	Iteration 71Q: 3 clusters Score -8240149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -8240153.500000 Penalty: 5299.584473
	Iteration 72Q: 3 clusters Score -8240154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -8240158.500000 Penalty: 5299.584473
	Iteration 73Q: 3 clusters Score -8240158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -8240155.000000 Penalty: 5299.584473
	Iteration 74Q: 3 clusters Score -8240155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -8240148.500000 Penalty: 5299.584473
	Iteration 75Q: 3 clusters Score -8240148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -8240145.000000 Penalty: 5299.584473
	Iteration 76Q: 3 clusters Score -8240145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -8240152.000000 Penalty: 5299.584473
	Iteration 77Q: 3 clusters Score -8240152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -8240145.500000 Penalty: 5299.584473
	Iteration 78Q: 3 clusters Score -8240146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -8240153.500000 Penalty: 5299.584473
	Iteration 79Q: 3 clusters Score -8240154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -8240157.000000 Penalty: 5299.584473
	Iteration 80F: 3 clusters Score -8240157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8240161.000000 Penalty: 5299.584473
	Iteration 81Q: 3 clusters Score -8240161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 30817 members 
Entering Unmasked Estep 
Score: -8240164.000000 Penalty: 5299.584473
	Iteration 82Q: 3 clusters Score -8240164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -8240166.000000 Penalty: 5299.584473
	Iteration 83Q: 3 clusters Score -8240166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -8240165.500000 Penalty: 5299.584473
	Iteration 84Q: 3 clusters Score -8240166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -8240162.000000 Penalty: 5299.584473
	Iteration 85Q: 3 clusters Score -8240162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -8240161.000000 Penalty: 5299.584473
	Iteration 86Q: 3 clusters Score -8240161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -8240170.500000 Penalty: 5299.584473
	Iteration 87Q: 3 clusters Score -8240170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -8240171.000000 Penalty: 5299.584473
	Iteration 88Q: 3 clusters Score -8240171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -8240168.000000 Penalty: 5299.584473
	Iteration 89Q: 3 clusters Score -8240168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -8240174.000000 Penalty: 5299.584473
	Iteration 90Q: 3 clusters Score -8240174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -8240167.500000 Penalty: 5299.584473
	Iteration 91Q: 3 clusters Score -8240168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -8240164.500000 Penalty: 5299.584473
	Iteration 92Q: 3 clusters Score -8240164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8240165.500000 Penalty: 5299.584473
	Iteration 93Q: 3 clusters Score -8240166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8240164.500000 Penalty: 5299.584473
	Iteration 94Q: 3 clusters Score -8240164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -8240165.000000 Penalty: 5299.584473
	Iteration 95Q: 3 clusters Score -8240165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -8240166.000000 Penalty: 5299.584473
	Iteration 96Q: 3 clusters Score -8240166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -8240169.000000 Penalty: 5299.584473
	Iteration 97Q: 3 clusters Score -8240169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -8240169.000000 Penalty: 5299.584473
	Iteration 98F: 3 clusters Score -8240169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42452 members 
Mstep: Class 4 contains 16534 members 
Mstep: Class 5 contains 44863 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 52713 members 
Mstep: Class 10 contains 49627 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 32073 members 
Mstep: Class 13 contains 40742 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 47214 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 47255 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25498 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 39189 members 
Mstep: Class 28 contains 41751 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49976 members 
Mstep: Class 31 contains 43680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162288.000000 Penalty: 103966.859375
Iteration 319Q: 32 clusters Score -1.371623e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42462 members 
Mstep: Class 4 contains 16530 members 
Mstep: Class 5 contains 44885 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5607 members 
Mstep: Class 9 contains 52707 members 
Mstep: Class 10 contains 49590 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32072 members 
Mstep: Class 13 contains 40725 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4755 members 
Mstep: Class 16 contains 47277 members 
Mstep: Class 17 contains 48379 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26550 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 47289 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25524 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39219 members 
Mstep: Class 28 contains 41631 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49947 members 
Mstep: Class 31 contains 43708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162448.000000 Penalty: 103966.859375
Iteration 320F: 32 clusters Score -1.371624e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42488 members 
Mstep: Class 4 contains 16514 members 
Mstep: Class 5 contains 44892 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 52768 members 
Mstep: Class 10 contains 49614 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32078 members 
Mstep: Class 13 contains 40711 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47295 members 
Mstep: Class 17 contains 48424 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26442 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25863 members 
Mstep: Class 23 contains 47316 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25541 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 39228 members 
Mstep: Class 28 contains 41525 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49919 members 
Mstep: Class 31 contains 43724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162384.000000 Penalty: 103966.859375
Iteration 321Q: 32 clusters Score -1.371624e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42495 members 
Mstep: Class 4 contains 16497 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5611 members 
Mstep: Class 9 contains 52803 members 
Mstep: Class 10 contains 49660 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32084 members 
Mstep: Class 13 contains 40710 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47303 members 
Mstep: Class 17 contains 48480 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26316 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 47334 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25559 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 39250 members 
Mstep: Class 28 contains 41412 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49949 members 
Mstep: Class 31 contains 43723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162432.000000 Penalty: 103966.859375
Iteration 322Q: 32 clusters Score -1.371624e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42494 members 
Mstep: Class 4 contains 16480 members 
Mstep: Class 5 contains 44900 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5611 members 
Mstep: Class 9 contains 52820 members 
Mstep: Class 10 contains 49716 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32087 members 
Mstep: Class 13 contains 40710 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4761 members 
Mstep: Class 16 contains 47315 members 
Mstep: Class 17 contains 48535 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26213 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 47375 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25572 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 39276 members 
Mstep: Class 28 contains 41304 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49951 members 
Mstep: Class 31 contains 43721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162256.000000 Penalty: 103966.859375
Iteration 323Q: 32 clusters Score -1.371623e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42510 members 
Mstep: Class 4 contains 16473 members 
Mstep: Class 5 contains 44898 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5611 members 
Mstep: Class 9 contains 52805 members 
Mstep: Class 10 contains 49743 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 40706 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 47362 members 
Mstep: Class 17 contains 48561 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26145 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 47371 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25572 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39314 members 
Mstep: Class 28 contains 41202 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49934 members 
Mstep: Class 31 contains 43789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162016.000000 Penalty: 103966.859375
Iteration 324Q: 32 clusters Score -1.37162e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42517 members 
Mstep: Class 4 contains 16467 members 
Mstep: Class 5 contains 44902 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 52806 members 
Mstep: Class 10 contains 49773 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32101 members 
Mstep: Class 13 contains 40723 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 16 contains 47401 members 
Mstep: Class 17 contains 48558 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25851 members 
Mstep: Class 23 contains 47411 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25559 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 39360 members 
Mstep: Class 28 contains 41142 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49893 members 
Mstep: Class 31 contains 43818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162160.000000 Penalty: 103966.859375
Iteration 325Q: 32 clusters Score -1.371622e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42528 members 
Mstep: Class 4 contains 16466 members 
Mstep: Class 5 contains 44912 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 52823 members 
Mstep: Class 10 contains 49810 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32108 members 
Mstep: Class 13 contains 40734 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 47466 members 
Mstep: Class 17 contains 48584 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25957 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25843 members 
Mstep: Class 23 contains 47410 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25557 members 
Mstep: Class 26 contains 2086 members 
Mstep: Class 27 contains 39415 members 
Mstep: Class 28 contains 41077 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49861 members 
Mstep: Class 31 contains 43815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161872.000000 Penalty: 103966.859375
Iteration 326Q: 32 clusters Score -1.371619e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42545 members 
Mstep: Class 4 contains 16458 members 
Mstep: Class 5 contains 44906 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 52795 members 
Mstep: Class 10 contains 49857 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32111 members 
Mstep: Class 13 contains 40746 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 47570 members 
Mstep: Class 17 contains 48592 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25843 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 47420 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25557 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 39476 members 
Mstep: Class 28 contains 41032 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49849 members 
Mstep: Class 31 contains 43776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161728.000000 Penalty: 103966.859375
Iteration 327Q: 32 clusters Score -1.371617e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42554 members 
Mstep: Class 4 contains 16447 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 52804 members 
Mstep: Class 10 contains 49898 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32106 members 
Mstep: Class 13 contains 40740 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 47656 members 
Mstep: Class 17 contains 48595 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25834 members 
Mstep: Class 23 contains 47425 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25571 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39529 members 
Mstep: Class 28 contains 40996 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49842 members 
Mstep: Class 31 contains 43751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161728.000000 Penalty: 103966.859375
Iteration 328Q: 32 clusters Score -1.371617e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42581 members 
Mstep: Class 4 contains 16461 members 
Mstep: Class 5 contains 44888 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 52758 members 
Mstep: Class 10 contains 49925 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32103 members 
Mstep: Class 13 contains 40737 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 47716 members 
Mstep: Class 17 contains 48589 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25608 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25831 members 
Mstep: Class 23 contains 47391 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25577 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39581 members 
Mstep: Class 28 contains 40968 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49851 members 
Mstep: Class 31 contains 43798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161408.000000 Penalty: 103966.859375
Iteration 329Q: 32 clusters Score -1.371614e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42617 members 
Mstep: Class 4 contains 16465 members 
Mstep: Class 5 contains 44896 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 52723 members 
Mstep: Class 10 contains 49899 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32100 members 
Mstep: Class 13 contains 40749 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 47785 members 
Mstep: Class 17 contains 48576 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25524 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25828 members 
Mstep: Class 23 contains 47368 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25591 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 39652 members 
Mstep: Class 28 contains 40945 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49814 members 
Mstep: Class 31 contains 43825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161712.000000 Penalty: 103966.859375
Iteration 330Q: 32 clusters Score -1.371617e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 4 contains 16457 members 
Mstep: Class 5 contains 44895 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5616 members 
Mstep: Class 9 contains 52708 members 
Mstep: Class 10 contains 49890 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32106 members 
Mstep: Class 13 contains 40740 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 47838 members 
Mstep: Class 17 contains 48546 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25427 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 47343 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25601 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 39723 members 
Mstep: Class 28 contains 40936 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49775 members 
Mstep: Class 31 contains 43857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161600.000000 Penalty: 103966.859375
Iteration 331Q: 32 clusters Score -1.371616e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42714 members 
Mstep: Class 4 contains 16443 members 
Mstep: Class 5 contains 44880 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 52698 members 
Mstep: Class 10 contains 49831 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32105 members 
Mstep: Class 13 contains 40743 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 47924 members 
Mstep: Class 17 contains 48534 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25340 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25838 members 
Mstep: Class 23 contains 47348 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25621 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 39779 members 
Mstep: Class 28 contains 40922 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49695 members 
Mstep: Class 31 contains 43872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161520.000000 Penalty: 103966.859375
Iteration 332Q: 32 clusters Score -1.371615e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42758 members 
Mstep: Class 4 contains 16428 members 
Mstep: Class 5 contains 44874 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 52726 members 
Mstep: Class 10 contains 49778 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32109 members 
Mstep: Class 13 contains 40748 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 48012 members 
Mstep: Class 17 contains 48527 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25215 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25834 members 
Mstep: Class 23 contains 47358 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25652 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 39822 members 
Mstep: Class 28 contains 40908 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49606 members 
Mstep: Class 31 contains 43908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161392.000000 Penalty: 103966.859375
Iteration 333Q: 32 clusters Score -1.371614e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42820 members 
Mstep: Class 4 contains 16414 members 
Mstep: Class 5 contains 44866 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 52769 members 
Mstep: Class 10 contains 49750 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32112 members 
Mstep: Class 13 contains 40766 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 48057 members 
Mstep: Class 17 contains 48528 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 25074 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 47334 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25688 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 39881 members 
Mstep: Class 28 contains 40884 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49531 members 
Mstep: Class 31 contains 43941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161072.000000 Penalty: 103966.859375
Iteration 334Q: 32 clusters Score -1.371611e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42871 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 44861 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 52777 members 
Mstep: Class 10 contains 49745 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32111 members 
Mstep: Class 13 contains 40784 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 48100 members 
Mstep: Class 17 contains 48564 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24934 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25841 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25730 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 39931 members 
Mstep: Class 28 contains 40841 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49489 members 
Mstep: Class 31 contains 43951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161136.000000 Penalty: 103966.859375
Iteration 335Q: 32 clusters Score -1.371611e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42919 members 
Mstep: Class 4 contains 16375 members 
Mstep: Class 5 contains 44851 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 52817 members 
Mstep: Class 10 contains 49728 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32116 members 
Mstep: Class 13 contains 40787 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 48162 members 
Mstep: Class 17 contains 48608 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24772 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25844 members 
Mstep: Class 23 contains 47350 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25792 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 39972 members 
Mstep: Class 28 contains 40796 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49470 members 
Mstep: Class 31 contains 43910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161312.000000 Penalty: 103966.859375
Iteration 336Q: 32 clusters Score -1.371613e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42941 members 
Mstep: Class 4 contains 16360 members 
Mstep: Class 5 contains 44845 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 52796 members 
Mstep: Class 10 contains 49716 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32118 members 
Mstep: Class 13 contains 40795 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 48206 members 
Mstep: Class 17 contains 48614 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24604 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25847 members 
Mstep: Class 23 contains 47369 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25854 members 
Mstep: Class 26 contains 2090 members 
Mstep: Class 27 contains 40029 members 
Mstep: Class 28 contains 40774 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49505 members 
Mstep: Class 31 contains 43893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161072.000000 Penalty: 103966.859375
Iteration 337Q: 32 clusters Score -1.371611e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42969 members 
Mstep: Class 4 contains 16345 members 
Mstep: Class 5 contains 44843 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 52852 members 
Mstep: Class 10 contains 49695 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32116 members 
Mstep: Class 13 contains 40811 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 48268 members 
Mstep: Class 17 contains 48636 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24448 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25857 members 
Mstep: Class 23 contains 47351 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25897 members 
Mstep: Class 26 contains 2088 members 
Mstep: Class 27 contains 40091 members 
Mstep: Class 28 contains 40744 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49486 members 
Mstep: Class 31 contains 43855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161104.000000 Penalty: 103966.859375
Iteration 338Q: 32 clusters Score -1.371611e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42999 members 
Mstep: Class 4 contains 16345 members 
Mstep: Class 5 contains 44853 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5609 members 
Mstep: Class 9 contains 52863 members 
Mstep: Class 10 contains 49674 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32114 members 
Mstep: Class 13 contains 40816 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 48295 members 
Mstep: Class 17 contains 48647 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24306 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 47323 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 25936 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 40150 members 
Mstep: Class 28 contains 40714 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49487 members 
Mstep: Class 31 contains 43859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160928.000000 Penalty: 103966.859375
Iteration 339Q: 32 clusters Score -1.371609e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43027 members 
Mstep: Class 4 contains 16342 members 
Mstep: Class 5 contains 44858 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5608 members 
Mstep: Class 9 contains 52819 members 
Mstep: Class 10 contains 49628 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32103 members 
Mstep: Class 13 contains 40813 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 48337 members 
Mstep: Class 17 contains 48645 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24140 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 47307 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26001 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 40215 members 
Mstep: Class 28 contains 40712 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49516 members 
Mstep: Class 31 contains 43870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160896.000000 Penalty: 103966.859375
Iteration 340F: 32 clusters Score -1.371609e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43048 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 44853 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 52771 members 
Mstep: Class 10 contains 49579 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32099 members 
Mstep: Class 13 contains 40827 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 4802 members 
Mstep: Class 16 contains 48371 members 
Mstep: Class 17 contains 48649 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 24010 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 47261 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26072 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 40285 members 
Mstep: Class 28 contains 40703 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49514 members 
Mstep: Class 31 contains 43897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160800.000000 Penalty: 103966.859375
Iteration 341Q: 32 clusters Score -1.371608e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43067 members 
Mstep: Class 4 contains 16333 members 
Mstep: Class 5 contains 44846 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 52782 members 
Mstep: Class 10 contains 49556 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32102 members 
Mstep: Class 13 contains 40841 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 48359 members 
Mstep: Class 17 contains 48637 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23868 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25850 members 
Mstep: Class 23 contains 47268 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26134 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 40332 members 
Mstep: Class 28 contains 40711 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49505 members 
Mstep: Class 31 contains 43877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160880.000000 Penalty: 103966.859375
Iteration 342Q: 32 clusters Score -1.371609e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43101 members 
Mstep: Class 4 contains 16330 members 
Mstep: Class 5 contains 44839 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 52790 members 
Mstep: Class 10 contains 49520 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32107 members 
Mstep: Class 13 contains 40844 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 48351 members 
Mstep: Class 17 contains 48641 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23731 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25848 members 
Mstep: Class 23 contains 47314 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26200 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 40376 members 
Mstep: Class 28 contains 40712 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49503 members 
Mstep: Class 31 contains 43852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161248.000000 Penalty: 103966.859375
Iteration 343Q: 32 clusters Score -1.371612e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43084 members 
Mstep: Class 4 contains 16321 members 
Mstep: Class 5 contains 44823 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 52755 members 
Mstep: Class 10 contains 49475 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32105 members 
Mstep: Class 13 contains 40869 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 4802 members 
Mstep: Class 16 contains 48371 members 
Mstep: Class 17 contains 48626 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23599 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25842 members 
Mstep: Class 23 contains 47356 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26263 members 
Mstep: Class 26 contains 2096 members 
Mstep: Class 27 contains 40428 members 
Mstep: Class 28 contains 40740 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49511 members 
Mstep: Class 31 contains 43878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161440.000000 Penalty: 103966.859375
Iteration 344Q: 32 clusters Score -1.371614e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43056 members 
Mstep: Class 4 contains 16310 members 
Mstep: Class 5 contains 44814 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 52692 members 
Mstep: Class 10 contains 49485 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 40891 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 48405 members 
Mstep: Class 17 contains 48608 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23473 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25838 members 
Mstep: Class 23 contains 47437 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26312 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 40467 members 
Mstep: Class 28 contains 40755 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49525 members 
Mstep: Class 31 contains 43897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161328.000000 Penalty: 103966.859375
Iteration 345Q: 32 clusters Score -1.371613e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43058 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52654 members 
Mstep: Class 10 contains 49567 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32095 members 
Mstep: Class 13 contains 40901 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 48430 members 
Mstep: Class 17 contains 48597 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23370 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25828 members 
Mstep: Class 23 contains 47477 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26345 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 40497 members 
Mstep: Class 28 contains 40765 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49523 members 
Mstep: Class 31 contains 43878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160896.000000 Penalty: 103966.859375
Iteration 346Q: 32 clusters Score -1.371609e+08 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43088 members 
Mstep: Class 4 contains 16294 members 
Mstep: Class 5 contains 44752 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 52625 members 
Mstep: Class 10 contains 49645 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 40911 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 48419 members 
Mstep: Class 17 contains 48595 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23285 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25829 members 
Mstep: Class 23 contains 47500 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26393 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 40534 members 
Mstep: Class 28 contains 40755 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49498 members 
Mstep: Class 31 contains 43890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160720.000000 Penalty: 103966.859375
Iteration 347Q: 32 clusters Score -1.371607e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43109 members 
Mstep: Class 4 contains 16297 members 
Mstep: Class 5 contains 44748 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 52597 members 
Mstep: Class 10 contains 49659 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 40919 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 48420 members 
Mstep: Class 17 contains 48623 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23197 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 47529 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26416 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 40580 members 
Mstep: Class 28 contains 40738 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49486 members 
Mstep: Class 31 contains 43891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160672.000000 Penalty: 103966.859375
Iteration 348Q: 32 clusters Score -1.371607e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43127 members 
Mstep: Class 4 contains 16301 members 
Mstep: Class 5 contains 44734 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 52588 members 
Mstep: Class 10 contains 49723 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 32093 members 
Mstep: Class 13 contains 40924 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 48414 members 
Mstep: Class 17 contains 48631 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 47545 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26429 members 
Mstep: Class 26 contains 2091 members 
Mstep: Class 27 contains 40624 members 
Mstep: Class 28 contains 40741 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49494 members 
Mstep: Class 31 contains 43850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160880.000000 Penalty: 103966.859375
Iteration 349Q: 32 clusters Score -1.371609e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43136 members 
Mstep: Class 4 contains 16302 members 
Mstep: Class 5 contains 44718 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52569 members 
Mstep: Class 10 contains 49772 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 40941 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 48396 members 
Mstep: Class 17 contains 48629 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 23053 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25831 members 
Mstep: Class 23 contains 47572 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26447 members 
Mstep: Class 26 contains 2092 members 
Mstep: Class 27 contains 40660 members 
Mstep: Class 28 contains 40748 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49518 members 
Mstep: Class 31 contains 43829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160784.000000 Penalty: 103966.859375
Iteration 350Q: 32 clusters Score -1.371608e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43135 members 
Mstep: Class 4 contains 16303 members 
Mstep: Class 5 contains 44703 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1052 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 52576 members 
Mstep: Class 10 contains 49783 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32093 members 
Mstep: Class 13 contains 40956 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 48419 members 
Mstep: Class 17 contains 48623 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22962 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25836 members 
Mstep: Class 23 contains 47568 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26473 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 40691 members 
Mstep: Class 28 contains 40756 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49561 members 
Mstep: Class 31 contains 43799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160576.000000 Penalty: 103966.859375
Iteration 351Q: 32 clusters Score -1.371606e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43132 members 
Mstep: Class 4 contains 16305 members 
Mstep: Class 5 contains 44690 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 52568 members 
Mstep: Class 10 contains 49850 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32092 members 
Mstep: Class 13 contains 40962 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 48421 members 
Mstep: Class 17 contains 48632 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22875 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25839 members 
Mstep: Class 23 contains 47545 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26490 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 40727 members 
Mstep: Class 28 contains 40766 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49589 members 
Mstep: Class 31 contains 43770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160864.000000 Penalty: 103966.859375
Iteration 352Q: 32 clusters Score -1.371609e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43149 members 
Mstep: Class 4 contains 16309 members 
Mstep: Class 5 contains 44670 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 52561 members 
Mstep: Class 10 contains 49889 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32093 members 
Mstep: Class 13 contains 40956 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 48423 members 
Mstep: Class 17 contains 48620 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22789 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25838 members 
Mstep: Class 23 contains 47546 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26514 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40755 members 
Mstep: Class 28 contains 40787 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49613 members 
Mstep: Class 31 contains 43747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160672.000000 Penalty: 103966.859375
Iteration 353Q: 32 clusters Score -1.371607e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43149 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 44667 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52568 members 
Mstep: Class 10 contains 49916 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 40953 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 48449 members 
Mstep: Class 17 contains 48606 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22708 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25835 members 
Mstep: Class 23 contains 47558 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26549 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40770 members 
Mstep: Class 28 contains 40799 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49618 members 
Mstep: Class 31 contains 43723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160912.000000 Penalty: 103966.859375
Iteration 354Q: 32 clusters Score -1.371609e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43140 members 
Mstep: Class 4 contains 16308 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 52607 members 
Mstep: Class 10 contains 49936 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 40964 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 48455 members 
Mstep: Class 17 contains 48593 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22624 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25833 members 
Mstep: Class 23 contains 47560 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26565 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40791 members 
Mstep: Class 28 contains 40807 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49615 members 
Mstep: Class 31 contains 43718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160864.000000 Penalty: 103966.859375
Iteration 355Q: 32 clusters Score -1.371609e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43111 members 
Mstep: Class 4 contains 16311 members 
Mstep: Class 5 contains 44659 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 52632 members 
Mstep: Class 10 contains 49981 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32095 members 
Mstep: Class 13 contains 40974 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 48448 members 
Mstep: Class 17 contains 48590 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22554 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25841 members 
Mstep: Class 23 contains 47566 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26580 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40799 members 
Mstep: Class 28 contains 40823 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49597 members 
Mstep: Class 31 contains 43729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160704.000000 Penalty: 103966.859375
Iteration 356Q: 32 clusters Score -1.371607e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43097 members 
Mstep: Class 4 contains 16320 members 
Mstep: Class 5 contains 44648 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 52669 members 
Mstep: Class 10 contains 50002 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32093 members 
Mstep: Class 13 contains 40985 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 48453 members 
Mstep: Class 17 contains 48575 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22481 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25844 members 
Mstep: Class 23 contains 47561 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26589 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40814 members 
Mstep: Class 28 contains 40845 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49587 members 
Mstep: Class 31 contains 43735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160480.000000 Penalty: 103966.859375
Iteration 357Q: 32 clusters Score -1.371605e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43074 members 
Mstep: Class 4 contains 16317 members 
Mstep: Class 5 contains 44646 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 52713 members 
Mstep: Class 10 contains 50031 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32097 members 
Mstep: Class 13 contains 40993 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4787 members 
Mstep: Class 16 contains 48443 members 
Mstep: Class 17 contains 48561 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22411 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 25846 members 
Mstep: Class 23 contains 47578 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26614 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40822 members 
Mstep: Class 28 contains 40852 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49567 members 
Mstep: Class 31 contains 43738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160336.000000 Penalty: 103966.859375
Iteration 358Q: 32 clusters Score -1.371603e+08 nChanged 814
Entering ConstructFrom: 
Score: -137160336.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Entering Unmasked Estep 
Score: -8841092.000000 Penalty: 2668.197266
	Iteration 0F: 2 clusters Score -8841092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8811007.000000 Penalty: 5336.394531
	Iteration 0F: 3 clusters Score -8811007 nChanged 21656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -8823045.000000 Penalty: 5336.394531
	Iteration 1F: 3 clusters Score -8823045 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -8823700.000000 Penalty: 5336.394531
	Iteration 2Q: 3 clusters Score -8823700 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -8824507.000000 Penalty: 5336.394531
	Iteration 3Q: 3 clusters Score -8824507 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -8825640.000000 Penalty: 5336.394531
	Iteration 4F: 3 clusters Score -8825640 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8827311.000000 Penalty: 5336.394531
	Iteration 5F: 3 clusters Score -8827311 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -8829799.000000 Penalty: 5336.394531
	Iteration 6F: 3 clusters Score -8829799 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -8832832.000000 Penalty: 5336.394531
	Iteration 7F: 3 clusters Score -8832832 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8835815.000000 Penalty: 5336.394531
	Iteration 8F: 3 clusters Score -8835815 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8837661.000000 Penalty: 5336.394531
	Iteration 9Q: 3 clusters Score -8837661 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8838317.000000 Penalty: 5336.394531
	Iteration 10Q: 3 clusters Score -8838317 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8838537.000000 Penalty: 5336.394531
	Iteration 11Q: 3 clusters Score -8838537 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8838636.000000 Penalty: 5336.394531
	Iteration 12Q: 3 clusters Score -8838636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46780 members 
Entering Unmasked Estep 
Score: -8838676.000000 Penalty: 5336.394531
	Iteration 13Q: 3 clusters Score -8838676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -8838701.000000 Penalty: 5336.394531
	Iteration 14Q: 3 clusters Score -8838701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46815 members 
Entering Unmasked Estep 
Score: -8838720.000000 Penalty: 5336.394531
	Iteration 15Q: 3 clusters Score -8838720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8838714.000000 Penalty: 5336.394531
	Iteration 16Q: 3 clusters Score -8838714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8838735.000000 Penalty: 5336.394531
	Iteration 17Q: 3 clusters Score -8838735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 46824 members 
Entering Unmasked Estep 
Score: -8838749.000000 Penalty: 5336.394531
	Iteration 18Q: 3 clusters Score -8838749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8838750.000000 Penalty: 5336.394531
	Iteration 19Q: 3 clusters Score -8838750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8838747.000000 Penalty: 5336.394531
	Iteration 20F: 3 clusters Score -8838747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8838757.000000 Penalty: 5336.394531
	Iteration 21Q: 3 clusters Score -8838757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8838763.000000 Penalty: 5336.394531
	Iteration 22Q: 3 clusters Score -8838763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8838769.000000 Penalty: 5336.394531
	Iteration 23Q: 3 clusters Score -8838769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8838771.000000 Penalty: 5336.394531
	Iteration 24Q: 3 clusters Score -8838771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8838782.000000 Penalty: 5336.394531
	Iteration 25Q: 3 clusters Score -8838782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8838782.000000 Penalty: 5336.394531
	Iteration 26F: 3 clusters Score -8838782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66385.250000 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66385.25 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -66544.382812 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66544.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66587.898438 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66587.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66629.398438 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66629.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66644.632812 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66644.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66644.632812 Penalty: 2851.698975
	Iteration 5F: 3 clusters Score -66644.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Entering Unmasked Estep 
Score: -8040829.500000 Penalty: 2646.327393
	Iteration 0F: 2 clusters Score -8040830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8012146.000000 Penalty: 5292.654785
	Iteration 0F: 3 clusters Score -8012146 nChanged 19655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8022898.500000 Penalty: 5292.654785
	Iteration 1F: 3 clusters Score -8022898 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -8023481.500000 Penalty: 5292.654785
	Iteration 2Q: 3 clusters Score -8023482 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8024277.500000 Penalty: 5292.654785
	Iteration 3Q: 3 clusters Score -8024278 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -8025307.000000 Penalty: 5292.654785
	Iteration 4Q: 3 clusters Score -8025307 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -8026706.000000 Penalty: 5292.654785
	Iteration 5F: 3 clusters Score -8026706 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -8028636.000000 Penalty: 5292.654785
	Iteration 6F: 3 clusters Score -8028636 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -8030795.500000 Penalty: 5292.654785
	Iteration 7F: 3 clusters Score -8030796 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8032906.000000 Penalty: 5292.654785
	Iteration 8F: 3 clusters Score -8032906 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8034700.000000 Penalty: 5292.654785
	Iteration 9Q: 3 clusters Score -8034700 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8035960.500000 Penalty: 5292.654785
	Iteration 10Q: 3 clusters Score -8035960 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -8036926.500000 Penalty: 5292.654785
	Iteration 11Q: 3 clusters Score -8036926 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8037574.500000 Penalty: 5292.654785
	Iteration 12Q: 3 clusters Score -8037574 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -8037949.500000 Penalty: 5292.654785
	Iteration 13Q: 3 clusters Score -8037950 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8038173.500000 Penalty: 5292.654785
	Iteration 14Q: 3 clusters Score -8038174 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -8038329.500000 Penalty: 5292.654785
	Iteration 15Q: 3 clusters Score -8038330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8038427.500000 Penalty: 5292.654785
	Iteration 16Q: 3 clusters Score -8038428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8038459.000000 Penalty: 5292.654785
	Iteration 17Q: 3 clusters Score -8038459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8038500.000000 Penalty: 5292.654785
	Iteration 18Q: 3 clusters Score -8038500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8038531.000000 Penalty: 5292.654785
	Iteration 19Q: 3 clusters Score -8038531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8038551.500000 Penalty: 5292.654785
	Iteration 20F: 3 clusters Score -8038552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -8038549.000000 Penalty: 5292.654785
	Iteration 21Q: 3 clusters Score -8038549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -8038553.000000 Penalty: 5292.654785
	Iteration 22Q: 3 clusters Score -8038553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8038556.500000 Penalty: 5292.654785
	Iteration 23Q: 3 clusters Score -8038556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8038560.000000 Penalty: 5292.654785
	Iteration 24Q: 3 clusters Score -8038560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -8038570.000000 Penalty: 5292.654785
	Iteration 25Q: 3 clusters Score -8038570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8038575.500000 Penalty: 5292.654785
	Iteration 26Q: 3 clusters Score -8038576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -8038581.500000 Penalty: 5292.654785
	Iteration 27Q: 3 clusters Score -8038582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8038589.500000 Penalty: 5292.654785
	Iteration 28Q: 3 clusters Score -8038590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8038602.000000 Penalty: 5292.654785
	Iteration 29Q: 3 clusters Score -8038602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -8038602.500000 Penalty: 5292.654785
	Iteration 30Q: 3 clusters Score -8038602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8038620.000000 Penalty: 5292.654785
	Iteration 31Q: 3 clusters Score -8038620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8038632.500000 Penalty: 5292.654785
	Iteration 32Q: 3 clusters Score -8038632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8038629.000000 Penalty: 5292.654785
	Iteration 33Q: 3 clusters Score -8038629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8038641.500000 Penalty: 5292.654785
	Iteration 34Q: 3 clusters Score -8038642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8038644.000000 Penalty: 5292.654785
	Iteration 35Q: 3 clusters Score -8038644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -8038658.500000 Penalty: 5292.654785
	Iteration 36Q: 3 clusters Score -8038658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8038656.500000 Penalty: 5292.654785
	Iteration 37Q: 3 clusters Score -8038656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8038658.500000 Penalty: 5292.654785
	Iteration 38Q: 3 clusters Score -8038658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8038658.000000 Penalty: 5292.654785
	Iteration 39Q: 3 clusters Score -8038658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8038658.500000 Penalty: 5292.654785
	Iteration 40F: 3 clusters Score -8038658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -8038659.000000 Penalty: 5292.654785
	Iteration 41Q: 3 clusters Score -8038659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8038667.500000 Penalty: 5292.654785
	Iteration 42Q: 3 clusters Score -8038668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8038669.500000 Penalty: 5292.654785
	Iteration 43Q: 3 clusters Score -8038670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8038666.500000 Penalty: 5292.654785
	Iteration 44Q: 3 clusters Score -8038666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8038669.000000 Penalty: 5292.654785
	Iteration 45Q: 3 clusters Score -8038669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8038670.500000 Penalty: 5292.654785
	Iteration 46Q: 3 clusters Score -8038670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8038672.500000 Penalty: 5292.654785
	Iteration 47Q: 3 clusters Score -8038672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8038679.000000 Penalty: 5292.654785
	Iteration 48Q: 3 clusters Score -8038679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8038678.500000 Penalty: 5292.654785
	Iteration 49Q: 3 clusters Score -8038678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8038678.500000 Penalty: 5292.654785
	Iteration 50F: 3 clusters Score -8038678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Entering Unmasked Estep 
Score: -3043487.750000 Penalty: 2405.560547
	Iteration 0F: 2 clusters Score -3043488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3031763.250000 Penalty: 4811.121094
	Iteration 0F: 3 clusters Score -3031763 nChanged 7132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3035602.000000 Penalty: 4811.121094
	Iteration 1F: 3 clusters Score -3035602 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3035916.750000 Penalty: 4811.121094
	Iteration 2F: 3 clusters Score -3035917 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3036132.250000 Penalty: 4811.121094
	Iteration 3Q: 3 clusters Score -3036132 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3036323.000000 Penalty: 4811.121094
	Iteration 4Q: 3 clusters Score -3036323 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3036490.500000 Penalty: 4811.121094
	Iteration 5Q: 3 clusters Score -3036490 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3036660.250000 Penalty: 4811.121094
	Iteration 6Q: 3 clusters Score -3036660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3036830.750000 Penalty: 4811.121094
	Iteration 7Q: 3 clusters Score -3036831 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3037030.500000 Penalty: 4811.121094
	Iteration 8Q: 3 clusters Score -3037030 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -3037273.250000 Penalty: 4811.121094
	Iteration 9Q: 3 clusters Score -3037273 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -3037502.500000 Penalty: 4811.121094
	Iteration 10Q: 3 clusters Score -3037502 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3037747.000000 Penalty: 4811.121094
	Iteration 11Q: 3 clusters Score -3037747 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3038051.250000 Penalty: 4811.121094
	Iteration 12Q: 3 clusters Score -3038051 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3038295.750000 Penalty: 4811.121094
	Iteration 13Q: 3 clusters Score -3038296 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -3038516.500000 Penalty: 4811.121094
	Iteration 14Q: 3 clusters Score -3038516 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -3038779.750000 Penalty: 4811.121094
	Iteration 15Q: 3 clusters Score -3038780 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3039014.500000 Penalty: 4811.121094
	Iteration 16Q: 3 clusters Score -3039014 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3039228.500000 Penalty: 4811.121094
	Iteration 17Q: 3 clusters Score -3039228 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3039431.000000 Penalty: 4811.121094
	Iteration 18Q: 3 clusters Score -3039431 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3039571.500000 Penalty: 4811.121094
	Iteration 19Q: 3 clusters Score -3039572 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -3039673.000000 Penalty: 4811.121094
	Iteration 20F: 3 clusters Score -3039673 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3039747.750000 Penalty: 4811.121094
	Iteration 21Q: 3 clusters Score -3039748 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3039815.500000 Penalty: 4811.121094
	Iteration 22Q: 3 clusters Score -3039816 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -3039873.000000 Penalty: 4811.121094
	Iteration 23Q: 3 clusters Score -3039873 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3039923.500000 Penalty: 4811.121094
	Iteration 24Q: 3 clusters Score -3039924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3039974.000000 Penalty: 4811.121094
	Iteration 25Q: 3 clusters Score -3039974 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3040045.750000 Penalty: 4811.121094
	Iteration 26Q: 3 clusters Score -3040046 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -3040097.250000 Penalty: 4811.121094
	Iteration 27Q: 3 clusters Score -3040097 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3040161.250000 Penalty: 4811.121094
	Iteration 28Q: 3 clusters Score -3040161 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -3040225.000000 Penalty: 4811.121094
	Iteration 29Q: 3 clusters Score -3040225 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3040293.750000 Penalty: 4811.121094
	Iteration 30Q: 3 clusters Score -3040294 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3040380.750000 Penalty: 4811.121094
	Iteration 31Q: 3 clusters Score -3040381 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3040446.250000 Penalty: 4811.121094
	Iteration 32Q: 3 clusters Score -3040446 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -3040519.250000 Penalty: 4811.121094
	Iteration 33Q: 3 clusters Score -3040519 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -3040582.000000 Penalty: 4811.121094
	Iteration 34Q: 3 clusters Score -3040582 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3040651.000000 Penalty: 4811.121094
	Iteration 35Q: 3 clusters Score -3040651 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3040737.000000 Penalty: 4811.121094
	Iteration 36Q: 3 clusters Score -3040737 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3040801.500000 Penalty: 4811.121094
	Iteration 37Q: 3 clusters Score -3040802 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3040876.500000 Penalty: 4811.121094
	Iteration 38Q: 3 clusters Score -3040876 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3040942.500000 Penalty: 4811.121094
	Iteration 39Q: 3 clusters Score -3040942 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -3041004.750000 Penalty: 4811.121094
	Iteration 40F: 3 clusters Score -3041005 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -3041059.000000 Penalty: 4811.121094
	Iteration 41Q: 3 clusters Score -3041059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3041125.500000 Penalty: 4811.121094
	Iteration 42Q: 3 clusters Score -3041126 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3041162.750000 Penalty: 4811.121094
	Iteration 43Q: 3 clusters Score -3041163 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -3041196.250000 Penalty: 4811.121094
	Iteration 44Q: 3 clusters Score -3041196 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -3041231.750000 Penalty: 4811.121094
	Iteration 45Q: 3 clusters Score -3041232 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3041272.000000 Penalty: 4811.121094
	Iteration 46Q: 3 clusters Score -3041272 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3041312.250000 Penalty: 4811.121094
	Iteration 47Q: 3 clusters Score -3041312 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3041335.750000 Penalty: 4811.121094
	Iteration 48Q: 3 clusters Score -3041336 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3041374.000000 Penalty: 4811.121094
	Iteration 49Q: 3 clusters Score -3041374 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3041402.250000 Penalty: 4811.121094
	Iteration 50Q: 3 clusters Score -3041402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3041432.500000 Penalty: 4811.121094
	Iteration 51Q: 3 clusters Score -3041432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3041439.750000 Penalty: 4811.121094
	Iteration 52Q: 3 clusters Score -3041440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3041457.000000 Penalty: 4811.121094
	Iteration 53Q: 3 clusters Score -3041457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3041467.000000 Penalty: 4811.121094
	Iteration 54Q: 3 clusters Score -3041467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3041474.000000 Penalty: 4811.121094
	Iteration 55Q: 3 clusters Score -3041474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3041489.000000 Penalty: 4811.121094
	Iteration 56Q: 3 clusters Score -3041489 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3041485.500000 Penalty: 4811.121094
	Iteration 57Q: 3 clusters Score -3041486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -3041497.750000 Penalty: 4811.121094
	Iteration 58Q: 3 clusters Score -3041498 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3041495.250000 Penalty: 4811.121094
	Iteration 59Q: 3 clusters Score -3041495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3041501.750000 Penalty: 4811.121094
	Iteration 60F: 3 clusters Score -3041502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3041508.500000 Penalty: 4811.121094
	Iteration 61Q: 3 clusters Score -3041508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3041516.750000 Penalty: 4811.121094
	Iteration 62Q: 3 clusters Score -3041517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3041521.250000 Penalty: 4811.121094
	Iteration 63Q: 3 clusters Score -3041521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3041525.750000 Penalty: 4811.121094
	Iteration 64Q: 3 clusters Score -3041526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3041523.250000 Penalty: 4811.121094
	Iteration 65Q: 3 clusters Score -3041523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3041530.250000 Penalty: 4811.121094
	Iteration 66Q: 3 clusters Score -3041530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3041534.500000 Penalty: 4811.121094
	Iteration 67Q: 3 clusters Score -3041534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3041536.750000 Penalty: 4811.121094
	Iteration 68Q: 3 clusters Score -3041537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3041531.000000 Penalty: 4811.121094
	Iteration 69Q: 3 clusters Score -3041531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3041532.000000 Penalty: 4811.121094
	Iteration 70Q: 3 clusters Score -3041532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3041535.500000 Penalty: 4811.121094
	Iteration 71Q: 3 clusters Score -3041536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3041532.500000 Penalty: 4811.121094
	Iteration 72Q: 3 clusters Score -3041532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3041535.750000 Penalty: 4811.121094
	Iteration 73Q: 3 clusters Score -3041536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3041539.250000 Penalty: 4811.121094
	Iteration 74Q: 3 clusters Score -3041539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3041537.000000 Penalty: 4811.121094
	Iteration 75Q: 3 clusters Score -3041537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3041545.500000 Penalty: 4811.121094
	Iteration 76Q: 3 clusters Score -3041546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -3041538.750000 Penalty: 4811.121094
	Iteration 77Q: 3 clusters Score -3041539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3041540.750000 Penalty: 4811.121094
	Iteration 78Q: 3 clusters Score -3041541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3041545.000000 Penalty: 4811.121094
	Iteration 79Q: 3 clusters Score -3041545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3041547.000000 Penalty: 4811.121094
	Iteration 80F: 3 clusters Score -3041547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -3041542.500000 Penalty: 4811.121094
	Iteration 81Q: 3 clusters Score -3041542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3041547.250000 Penalty: 4811.121094
	Iteration 82Q: 3 clusters Score -3041547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3041546.750000 Penalty: 4811.121094
	Iteration 83Q: 3 clusters Score -3041547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3041549.750000 Penalty: 4811.121094
	Iteration 84Q: 3 clusters Score -3041550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3041548.750000 Penalty: 4811.121094
	Iteration 85Q: 3 clusters Score -3041549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3041548.750000 Penalty: 4811.121094
	Iteration 86Q: 3 clusters Score -3041549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -3041550.250000 Penalty: 4811.121094
	Iteration 87Q: 3 clusters Score -3041550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3041552.000000 Penalty: 4811.121094
	Iteration 88Q: 3 clusters Score -3041552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3041553.500000 Penalty: 4811.121094
	Iteration 89Q: 3 clusters Score -3041554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3041551.000000 Penalty: 4811.121094
	Iteration 90Q: 3 clusters Score -3041551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3041551.750000 Penalty: 4811.121094
	Iteration 91Q: 3 clusters Score -3041552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3041553.500000 Penalty: 4811.121094
	Iteration 92Q: 3 clusters Score -3041554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3041552.250000 Penalty: 4811.121094
	Iteration 93Q: 3 clusters Score -3041552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3041557.000000 Penalty: 4811.121094
	Iteration 94Q: 3 clusters Score -3041557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3041556.000000 Penalty: 4811.121094
	Iteration 95Q: 3 clusters Score -3041556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3041556.750000 Penalty: 4811.121094
	Iteration 96Q: 3 clusters Score -3041557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3041556.000000 Penalty: 4811.121094
	Iteration 97Q: 3 clusters Score -3041556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -3041554.500000 Penalty: 4811.121094
	Iteration 98Q: 3 clusters Score -3041554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -3041556.500000 Penalty: 4811.121094
	Iteration 99Q: 3 clusters Score -3041556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3041557.250000 Penalty: 4811.121094
	Iteration 100F: 3 clusters Score -3041557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3041559.000000 Penalty: 4811.121094
	Iteration 101Q: 3 clusters Score -3041559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3041561.750000 Penalty: 4811.121094
	Iteration 102Q: 3 clusters Score -3041562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3041562.000000 Penalty: 4811.121094
	Iteration 103Q: 3 clusters Score -3041562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3041564.500000 Penalty: 4811.121094
	Iteration 104Q: 3 clusters Score -3041564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3041558.500000 Penalty: 4811.121094
	Iteration 105Q: 3 clusters Score -3041558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3041559.000000 Penalty: 4811.121094
	Iteration 106Q: 3 clusters Score -3041559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3041560.500000 Penalty: 4811.121094
	Iteration 107Q: 3 clusters Score -3041560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3041563.500000 Penalty: 4811.121094
	Iteration 108Q: 3 clusters Score -3041564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3041565.000000 Penalty: 4811.121094
	Iteration 109Q: 3 clusters Score -3041565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3041565.000000 Penalty: 4811.121094
	Iteration 110Q: 3 clusters Score -3041565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3041569.500000 Penalty: 4811.121094
	Iteration 111Q: 3 clusters Score -3041570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3041571.250000 Penalty: 4811.121094
	Iteration 112Q: 3 clusters Score -3041571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3041567.500000 Penalty: 4811.121094
	Iteration 113Q: 3 clusters Score -3041568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3041569.500000 Penalty: 4811.121094
	Iteration 114Q: 3 clusters Score -3041570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3041570.000000 Penalty: 4811.121094
	Iteration 115Q: 3 clusters Score -3041570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3041563.250000 Penalty: 4811.121094
	Iteration 116Q: 3 clusters Score -3041563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3041566.000000 Penalty: 4811.121094
	Iteration 117Q: 3 clusters Score -3041566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3041567.750000 Penalty: 4811.121094
	Iteration 118Q: 3 clusters Score -3041568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3041566.250000 Penalty: 4811.121094
	Iteration 119Q: 3 clusters Score -3041566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3041570.250000 Penalty: 4811.121094
	Iteration 120F: 3 clusters Score -3041570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3041569.750000 Penalty: 4811.121094
	Iteration 121Q: 3 clusters Score -3041570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3041572.500000 Penalty: 4811.121094
	Iteration 122Q: 3 clusters Score -3041572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3041580.500000 Penalty: 4811.121094
	Iteration 123Q: 3 clusters Score -3041580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3041580.500000 Penalty: 4811.121094
	Iteration 124F: 3 clusters Score -3041580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Entering Unmasked Estep 
Score: -8278954.000000 Penalty: 2655.172607
	Iteration 0F: 2 clusters Score -8278954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8248998.000000 Penalty: 5310.345215
	Iteration 0F: 3 clusters Score -8248998 nChanged 20582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8260508.500000 Penalty: 5310.345215
	Iteration 1F: 3 clusters Score -8260508 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8261007.000000 Penalty: 5310.345215
	Iteration 2Q: 3 clusters Score -8261007 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8261572.500000 Penalty: 5310.345215
	Iteration 3Q: 3 clusters Score -8261572 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8262140.000000 Penalty: 5310.345215
	Iteration 4Q: 3 clusters Score -8262140 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -8262740.500000 Penalty: 5310.345215
	Iteration 5Q: 3 clusters Score -8262740 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8263614.500000 Penalty: 5310.345215
	Iteration 6Q: 3 clusters Score -8263614 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8264811.000000 Penalty: 5310.345215
	Iteration 7Q: 3 clusters Score -8264811 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 28805 members 
Entering Unmasked Estep 
Score: -8266409.000000 Penalty: 5310.345215
	Iteration 8F: 3 clusters Score -8266409 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -8268185.500000 Penalty: 5310.345215
	Iteration 9F: 3 clusters Score -8268186 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -8269867.500000 Penalty: 5310.345215
	Iteration 10F: 3 clusters Score -8269868 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -8271201.500000 Penalty: 5310.345215
	Iteration 11Q: 3 clusters Score -8271202 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -8272173.000000 Penalty: 5310.345215
	Iteration 12Q: 3 clusters Score -8272173 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -8272803.500000 Penalty: 5310.345215
	Iteration 13Q: 3 clusters Score -8272804 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -8273257.000000 Penalty: 5310.345215
	Iteration 14Q: 3 clusters Score -8273257 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -8273633.500000 Penalty: 5310.345215
	Iteration 15Q: 3 clusters Score -8273634 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -8273926.500000 Penalty: 5310.345215
	Iteration 16Q: 3 clusters Score -8273926 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -8274199.500000 Penalty: 5310.345215
	Iteration 17Q: 3 clusters Score -8274200 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -8274448.500000 Penalty: 5310.345215
	Iteration 18Q: 3 clusters Score -8274448 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -8274653.500000 Penalty: 5310.345215
	Iteration 19Q: 3 clusters Score -8274654 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -8274875.000000 Penalty: 5310.345215
	Iteration 20F: 3 clusters Score -8274875 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -8275108.500000 Penalty: 5310.345215
	Iteration 21Q: 3 clusters Score -8275108 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8275344.000000 Penalty: 5310.345215
	Iteration 22Q: 3 clusters Score -8275344 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -8275538.500000 Penalty: 5310.345215
	Iteration 23Q: 3 clusters Score -8275538 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -8275737.000000 Penalty: 5310.345215
	Iteration 24Q: 3 clusters Score -8275737 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8275929.500000 Penalty: 5310.345215
	Iteration 25Q: 3 clusters Score -8275930 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8276088.500000 Penalty: 5310.345215
	Iteration 26Q: 3 clusters Score -8276088 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8276223.000000 Penalty: 5310.345215
	Iteration 27Q: 3 clusters Score -8276223 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8276291.000000 Penalty: 5310.345215
	Iteration 28Q: 3 clusters Score -8276291 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -8276379.000000 Penalty: 5310.345215
	Iteration 29Q: 3 clusters Score -8276379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -8276432.000000 Penalty: 5310.345215
	Iteration 30Q: 3 clusters Score -8276432 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8276477.000000 Penalty: 5310.345215
	Iteration 31Q: 3 clusters Score -8276477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8276515.000000 Penalty: 5310.345215
	Iteration 32Q: 3 clusters Score -8276515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8276536.000000 Penalty: 5310.345215
	Iteration 33Q: 3 clusters Score -8276536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8276580.000000 Penalty: 5310.345215
	Iteration 34Q: 3 clusters Score -8276580 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8276597.000000 Penalty: 5310.345215
	Iteration 35Q: 3 clusters Score -8276597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8276619.000000 Penalty: 5310.345215
	Iteration 36Q: 3 clusters Score -8276619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8276614.000000 Penalty: 5310.345215
	Iteration 37Q: 3 clusters Score -8276614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8276626.000000 Penalty: 5310.345215
	Iteration 38Q: 3 clusters Score -8276626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -8276629.500000 Penalty: 5310.345215
	Iteration 39Q: 3 clusters Score -8276630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -8276636.500000 Penalty: 5310.345215
	Iteration 40F: 3 clusters Score -8276636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8276655.500000 Penalty: 5310.345215
	Iteration 41Q: 3 clusters Score -8276656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -8276657.500000 Penalty: 5310.345215
	Iteration 42Q: 3 clusters Score -8276658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8276664.500000 Penalty: 5310.345215
	Iteration 43Q: 3 clusters Score -8276664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8276673.500000 Penalty: 5310.345215
	Iteration 44Q: 3 clusters Score -8276674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8276676.500000 Penalty: 5310.345215
	Iteration 45Q: 3 clusters Score -8276676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8276679.000000 Penalty: 5310.345215
	Iteration 46Q: 3 clusters Score -8276679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8276675.500000 Penalty: 5310.345215
	Iteration 47Q: 3 clusters Score -8276676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8276681.500000 Penalty: 5310.345215
	Iteration 48Q: 3 clusters Score -8276682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8276688.500000 Penalty: 5310.345215
	Iteration 49Q: 3 clusters Score -8276688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8276697.500000 Penalty: 5310.345215
	Iteration 50Q: 3 clusters Score -8276698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8276703.000000 Penalty: 5310.345215
	Iteration 51Q: 3 clusters Score -8276703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8276702.000000 Penalty: 5310.345215
	Iteration 52Q: 3 clusters Score -8276702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8276703.000000 Penalty: 5310.345215
	Iteration 53Q: 3 clusters Score -8276703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8276705.000000 Penalty: 5310.345215
	Iteration 54Q: 3 clusters Score -8276705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8276705.000000 Penalty: 5310.345215
	Iteration 55F: 3 clusters Score -8276705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -92243.304688 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92243.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92542.484375 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92542.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92710.843750 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92710.84 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -92830.687500 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92830.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92898.250000 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92898.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92927.687500 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92927.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -92945.101562 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92945.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92958.484375 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92958.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92963.882812 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92963.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92968.218750 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -92968.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92979.093750 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -92979.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92981.023438 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -92981.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92989.515625 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -92989.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -92991.375000 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -92991.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92993.531250 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -92993.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92993.531250 Penalty: 3199.433350
	Iteration 15F: 3 clusters Score -92993.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -183839.343750 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -183839.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -181880.125000 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -181880.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -182220.390625 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -182220.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -182359.640625 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -182359.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -182468.843750 Penalty: 3452.332520
	Iteration 3Q: 3 clusters Score -182468.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -182534.859375 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -182534.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182587.390625 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -182587.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -182641.968750 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -182642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -182681.375000 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -182681.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182730.187500 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -182730.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -182792.187500 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -182792.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -182844.890625 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -182844.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -182876.984375 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -182877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182898.015625 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -182898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182915.750000 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -182915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -182928.343750 Penalty: 3452.332520
	Iteration 14Q: 3 clusters Score -182928.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182932.625000 Penalty: 3452.332520
	Iteration 15Q: 3 clusters Score -182932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182941.406250 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -182941.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182956.437500 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -182956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182962.093750 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -182962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -182964.906250 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -182964.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -182967.312500 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -182967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182969.062500 Penalty: 3452.332520
	Iteration 21Q: 3 clusters Score -182969.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182969.062500 Penalty: 3452.332520
	Iteration 22F: 3 clusters Score -182969.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Entering Unmasked Estep 
Score: -1041622.750000 Penalty: 2139.704346
	Iteration 0F: 2 clusters Score -1041623 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 2809 members 
Entering Unmasked Estep 
Score: -1036771.812500 Penalty: 4279.408691
	Iteration 0F: 3 clusters Score -1036772 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1037957.437500 Penalty: 4279.408691
	Iteration 1F: 3 clusters Score -1037957 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1038166.062500 Penalty: 4279.408691
	Iteration 2F: 3 clusters Score -1038166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1038309.000000 Penalty: 4279.408691
	Iteration 3Q: 3 clusters Score -1038309 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1038408.625000 Penalty: 4279.408691
	Iteration 4Q: 3 clusters Score -1038409 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1038481.250000 Penalty: 4279.408691
	Iteration 5Q: 3 clusters Score -1038481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1038534.187500 Penalty: 4279.408691
	Iteration 6Q: 3 clusters Score -1038534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1038578.687500 Penalty: 4279.408691
	Iteration 7Q: 3 clusters Score -1038579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1038618.750000 Penalty: 4279.408691
	Iteration 8Q: 3 clusters Score -1038619 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1038655.500000 Penalty: 4279.408691
	Iteration 9Q: 3 clusters Score -1038656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1038689.125000 Penalty: 4279.408691
	Iteration 10Q: 3 clusters Score -1038689 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1038712.375000 Penalty: 4279.408691
	Iteration 11Q: 3 clusters Score -1038712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1038740.250000 Penalty: 4279.408691
	Iteration 12Q: 3 clusters Score -1038740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1038765.375000 Penalty: 4279.408691
	Iteration 13Q: 3 clusters Score -1038765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1038790.562500 Penalty: 4279.408691
	Iteration 14Q: 3 clusters Score -1038791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1038816.437500 Penalty: 4279.408691
	Iteration 15Q: 3 clusters Score -1038816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1038834.937500 Penalty: 4279.408691
	Iteration 16Q: 3 clusters Score -1038835 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1038853.937500 Penalty: 4279.408691
	Iteration 17Q: 3 clusters Score -1038854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1038875.937500 Penalty: 4279.408691
	Iteration 18Q: 3 clusters Score -1038876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1038901.375000 Penalty: 4279.408691
	Iteration 19Q: 3 clusters Score -1038901 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1038932.437500 Penalty: 4279.408691
	Iteration 20F: 3 clusters Score -1038932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1038973.437500 Penalty: 4279.408691
	Iteration 21Q: 3 clusters Score -1038973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1039021.000000 Penalty: 4279.408691
	Iteration 22Q: 3 clusters Score -1039021 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1039085.875000 Penalty: 4279.408691
	Iteration 23Q: 3 clusters Score -1039086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1039151.187500 Penalty: 4279.408691
	Iteration 24Q: 3 clusters Score -1039151 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1039221.937500 Penalty: 4279.408691
	Iteration 25Q: 3 clusters Score -1039222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1039287.062500 Penalty: 4279.408691
	Iteration 26Q: 3 clusters Score -1039287 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1039339.875000 Penalty: 4279.408691
	Iteration 27Q: 3 clusters Score -1039340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1039399.062500 Penalty: 4279.408691
	Iteration 28Q: 3 clusters Score -1039399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1039457.250000 Penalty: 4279.408691
	Iteration 29Q: 3 clusters Score -1039457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1039496.875000 Penalty: 4279.408691
	Iteration 30Q: 3 clusters Score -1039497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1039523.250000 Penalty: 4279.408691
	Iteration 31Q: 3 clusters Score -1039523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1039550.937500 Penalty: 4279.408691
	Iteration 32Q: 3 clusters Score -1039551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1039575.687500 Penalty: 4279.408691
	Iteration 33Q: 3 clusters Score -1039576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1039594.062500 Penalty: 4279.408691
	Iteration 34Q: 3 clusters Score -1039594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1039608.562500 Penalty: 4279.408691
	Iteration 35Q: 3 clusters Score -1039609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1039619.625000 Penalty: 4279.408691
	Iteration 36Q: 3 clusters Score -1039620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1039634.000000 Penalty: 4279.408691
	Iteration 37Q: 3 clusters Score -1039634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1039650.500000 Penalty: 4279.408691
	Iteration 38Q: 3 clusters Score -1039650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1039666.812500 Penalty: 4279.408691
	Iteration 39Q: 3 clusters Score -1039667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1039677.812500 Penalty: 4279.408691
	Iteration 40F: 3 clusters Score -1039678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1039688.687500 Penalty: 4279.408691
	Iteration 41Q: 3 clusters Score -1039689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1039697.562500 Penalty: 4279.408691
	Iteration 42Q: 3 clusters Score -1039698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1039700.875000 Penalty: 4279.408691
	Iteration 43Q: 3 clusters Score -1039701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1039702.187500 Penalty: 4279.408691
	Iteration 44Q: 3 clusters Score -1039702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1039711.250000 Penalty: 4279.408691
	Iteration 45Q: 3 clusters Score -1039711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1039716.500000 Penalty: 4279.408691
	Iteration 46Q: 3 clusters Score -1039716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1039721.250000 Penalty: 4279.408691
	Iteration 47Q: 3 clusters Score -1039721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1039723.750000 Penalty: 4279.408691
	Iteration 48Q: 3 clusters Score -1039724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1039725.375000 Penalty: 4279.408691
	Iteration 49Q: 3 clusters Score -1039725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1039727.000000 Penalty: 4279.408691
	Iteration 50Q: 3 clusters Score -1039727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1039732.875000 Penalty: 4279.408691
	Iteration 51Q: 3 clusters Score -1039733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1039741.812500 Penalty: 4279.408691
	Iteration 52Q: 3 clusters Score -1039742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1039748.187500 Penalty: 4279.408691
	Iteration 53Q: 3 clusters Score -1039748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1039752.937500 Penalty: 4279.408691
	Iteration 54Q: 3 clusters Score -1039753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1039762.500000 Penalty: 4279.408691
	Iteration 55Q: 3 clusters Score -1039762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1039772.187500 Penalty: 4279.408691
	Iteration 56Q: 3 clusters Score -1039772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1039778.312500 Penalty: 4279.408691
	Iteration 57Q: 3 clusters Score -1039778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1039782.625000 Penalty: 4279.408691
	Iteration 58Q: 3 clusters Score -1039783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1039786.687500 Penalty: 4279.408691
	Iteration 59Q: 3 clusters Score -1039787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1039789.375000 Penalty: 4279.408691
	Iteration 60F: 3 clusters Score -1039789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1039789.437500 Penalty: 4279.408691
	Iteration 61Q: 3 clusters Score -1039789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1039793.625000 Penalty: 4279.408691
	Iteration 62Q: 3 clusters Score -1039794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1039798.000000 Penalty: 4279.408691
	Iteration 63Q: 3 clusters Score -1039798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1039802.562500 Penalty: 4279.408691
	Iteration 64Q: 3 clusters Score -1039803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1039809.375000 Penalty: 4279.408691
	Iteration 65Q: 3 clusters Score -1039809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1039817.500000 Penalty: 4279.408691
	Iteration 66Q: 3 clusters Score -1039818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1039824.500000 Penalty: 4279.408691
	Iteration 67Q: 3 clusters Score -1039824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1039828.500000 Penalty: 4279.408691
	Iteration 68Q: 3 clusters Score -1039828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1039832.750000 Penalty: 4279.408691
	Iteration 69Q: 3 clusters Score -1039833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1039835.125000 Penalty: 4279.408691
	Iteration 70Q: 3 clusters Score -1039835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1039839.312500 Penalty: 4279.408691
	Iteration 71Q: 3 clusters Score -1039839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1039840.500000 Penalty: 4279.408691
	Iteration 72Q: 3 clusters Score -1039840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1039840.875000 Penalty: 4279.408691
	Iteration 73Q: 3 clusters Score -1039841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1039842.062500 Penalty: 4279.408691
	Iteration 74Q: 3 clusters Score -1039842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1039843.250000 Penalty: 4279.408691
	Iteration 75Q: 3 clusters Score -1039843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1039843.250000 Penalty: 4279.408691
	Iteration 76F: 3 clusters Score -1039843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Entering Unmasked Estep 
Score: -9896806.000000 Penalty: 2696.653809
	Iteration 0F: 2 clusters Score -9896806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -9865160.000000 Penalty: 5393.307617
	Iteration 0F: 3 clusters Score -9865160 nChanged 24444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -9878377.000000 Penalty: 5393.307617
	Iteration 1F: 3 clusters Score -9878377 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -9879077.000000 Penalty: 5393.307617
	Iteration 2Q: 3 clusters Score -9879077 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -9879689.000000 Penalty: 5393.307617
	Iteration 3Q: 3 clusters Score -9879689 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -9880457.000000 Penalty: 5393.307617
	Iteration 4Q: 3 clusters Score -9880457 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9881346.000000 Penalty: 5393.307617
	Iteration 5Q: 3 clusters Score -9881346 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -9882433.000000 Penalty: 5393.307617
	Iteration 6Q: 3 clusters Score -9882433 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -9883911.000000 Penalty: 5393.307617
	Iteration 7F: 3 clusters Score -9883911 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -9885869.000000 Penalty: 5393.307617
	Iteration 8F: 3 clusters Score -9885869 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9888265.000000 Penalty: 5393.307617
	Iteration 9F: 3 clusters Score -9888265 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -9890653.000000 Penalty: 5393.307617
	Iteration 10F: 3 clusters Score -9890653 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -9892430.000000 Penalty: 5393.307617
	Iteration 11Q: 3 clusters Score -9892430 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -9893292.000000 Penalty: 5393.307617
	Iteration 12Q: 3 clusters Score -9893292 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -9893729.000000 Penalty: 5393.307617
	Iteration 13Q: 3 clusters Score -9893729 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -9893969.000000 Penalty: 5393.307617
	Iteration 14Q: 3 clusters Score -9893969 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -9894192.000000 Penalty: 5393.307617
	Iteration 15Q: 3 clusters Score -9894192 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -9894285.000000 Penalty: 5393.307617
	Iteration 16Q: 3 clusters Score -9894285 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 40020 members 
Entering Unmasked Estep 
Score: -9894488.000000 Penalty: 5393.307617
	Iteration 17Q: 3 clusters Score -9894488 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -9894580.000000 Penalty: 5393.307617
	Iteration 18Q: 3 clusters Score -9894580 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -9894621.000000 Penalty: 5393.307617
	Iteration 19Q: 3 clusters Score -9894621 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -9894724.000000 Penalty: 5393.307617
	Iteration 20F: 3 clusters Score -9894724 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -9894748.000000 Penalty: 5393.307617
	Iteration 21Q: 3 clusters Score -9894748 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -9894865.000000 Penalty: 5393.307617
	Iteration 22Q: 3 clusters Score -9894865 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -9894910.000000 Penalty: 5393.307617
	Iteration 23Q: 3 clusters Score -9894910 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -9895008.000000 Penalty: 5393.307617
	Iteration 24Q: 3 clusters Score -9895008 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9895090.000000 Penalty: 5393.307617
	Iteration 25Q: 3 clusters Score -9895090 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -9895134.000000 Penalty: 5393.307617
	Iteration 26Q: 3 clusters Score -9895134 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -9895182.000000 Penalty: 5393.307617
	Iteration 27Q: 3 clusters Score -9895182 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -9895236.000000 Penalty: 5393.307617
	Iteration 28Q: 3 clusters Score -9895236 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9895312.000000 Penalty: 5393.307617
	Iteration 29Q: 3 clusters Score -9895312 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -9895403.000000 Penalty: 5393.307617
	Iteration 30Q: 3 clusters Score -9895403 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 34487 members 
Entering Unmasked Estep 
Score: -9895432.000000 Penalty: 5393.307617
	Iteration 31Q: 3 clusters Score -9895432 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -9895487.000000 Penalty: 5393.307617
	Iteration 32Q: 3 clusters Score -9895487 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -9895526.000000 Penalty: 5393.307617
	Iteration 33Q: 3 clusters Score -9895526 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -9895604.000000 Penalty: 5393.307617
	Iteration 34Q: 3 clusters Score -9895604 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -9895667.000000 Penalty: 5393.307617
	Iteration 35Q: 3 clusters Score -9895667 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -9895690.000000 Penalty: 5393.307617
	Iteration 36Q: 3 clusters Score -9895690 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -9895776.000000 Penalty: 5393.307617
	Iteration 37Q: 3 clusters Score -9895776 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -9895878.000000 Penalty: 5393.307617
	Iteration 38Q: 3 clusters Score -9895878 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -9895937.000000 Penalty: 5393.307617
	Iteration 39Q: 3 clusters Score -9895937 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -9896000.000000 Penalty: 5393.307617
	Iteration 40F: 3 clusters Score -9896000 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -9896088.000000 Penalty: 5393.307617
	Iteration 41Q: 3 clusters Score -9896088 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -9896107.000000 Penalty: 5393.307617
	Iteration 42Q: 3 clusters Score -9896107 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -9896183.000000 Penalty: 5393.307617
	Iteration 43Q: 3 clusters Score -9896183 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -9896216.000000 Penalty: 5393.307617
	Iteration 44Q: 3 clusters Score -9896216 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -9896319.000000 Penalty: 5393.307617
	Iteration 45Q: 3 clusters Score -9896319 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -9896391.000000 Penalty: 5393.307617
	Iteration 46Q: 3 clusters Score -9896391 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -9896453.000000 Penalty: 5393.307617
	Iteration 47Q: 3 clusters Score -9896453 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -9896494.000000 Penalty: 5393.307617
	Iteration 48Q: 3 clusters Score -9896494 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -9896529.000000 Penalty: 5393.307617
	Iteration 49Q: 3 clusters Score -9896529 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -9896549.000000 Penalty: 5393.307617
	Iteration 50Q: 3 clusters Score -9896549 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -9896595.000000 Penalty: 5393.307617
	Iteration 51Q: 3 clusters Score -9896595 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -9896629.000000 Penalty: 5393.307617
	Iteration 52Q: 3 clusters Score -9896629 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -9896647.000000 Penalty: 5393.307617
	Iteration 53Q: 3 clusters Score -9896647 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -9896672.000000 Penalty: 5393.307617
	Iteration 54Q: 3 clusters Score -9896672 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -9896703.000000 Penalty: 5393.307617
	Iteration 55Q: 3 clusters Score -9896703 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -9896716.000000 Penalty: 5393.307617
	Iteration 56Q: 3 clusters Score -9896716 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -9896710.000000 Penalty: 5393.307617
	Iteration 57Q: 3 clusters Score -9896710 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -9896743.000000 Penalty: 5393.307617
	Iteration 58Q: 3 clusters Score -9896743 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -9896802.000000 Penalty: 5393.307617
	Iteration 59Q: 3 clusters Score -9896802 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -9896790.000000 Penalty: 5393.307617
	Iteration 60F: 3 clusters Score -9896790 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -9896841.000000 Penalty: 5393.307617
	Iteration 61Q: 3 clusters Score -9896841 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -9896890.000000 Penalty: 5393.307617
	Iteration 62Q: 3 clusters Score -9896890 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -9896923.000000 Penalty: 5393.307617
	Iteration 63Q: 3 clusters Score -9896923 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -9896944.000000 Penalty: 5393.307617
	Iteration 64Q: 3 clusters Score -9896944 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -9896914.000000 Penalty: 5393.307617
	Iteration 65Q: 3 clusters Score -9896914 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -9896878.000000 Penalty: 5393.307617
	Iteration 66Q: 3 clusters Score -9896878 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -9896918.000000 Penalty: 5393.307617
	Iteration 67Q: 3 clusters Score -9896918 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -9896927.000000 Penalty: 5393.307617
	Iteration 68Q: 3 clusters Score -9896927 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -9896920.000000 Penalty: 5393.307617
	Iteration 69Q: 3 clusters Score -9896920 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -9896942.000000 Penalty: 5393.307617
	Iteration 70Q: 3 clusters Score -9896942 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -9896839.000000 Penalty: 5393.307617
	Iteration 71Q: 3 clusters Score -9896839 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -9896832.000000 Penalty: 5393.307617
	Iteration 72Q: 3 clusters Score -9896832 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -9896821.000000 Penalty: 5393.307617
	Iteration 73Q: 3 clusters Score -9896821 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -9896786.000000 Penalty: 5393.307617
	Iteration 74Q: 3 clusters Score -9896786 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9896817.000000 Penalty: 5393.307617
	Iteration 75Q: 3 clusters Score -9896817 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -9896749.000000 Penalty: 5393.307617
	Iteration 76Q: 3 clusters Score -9896749 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -9896723.000000 Penalty: 5393.307617
	Iteration 77Q: 3 clusters Score -9896723 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -9896668.000000 Penalty: 5393.307617
	Iteration 78Q: 3 clusters Score -9896668 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -9896581.000000 Penalty: 5393.307617
	Iteration 79Q: 3 clusters Score -9896581 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -9896533.000000 Penalty: 5393.307617
	Iteration 80F: 3 clusters Score -9896533 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -9896444.000000 Penalty: 5393.307617
	Iteration 81Q: 3 clusters Score -9896444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -9896372.000000 Penalty: 5393.307617
	Iteration 82Q: 3 clusters Score -9896372 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -9896281.000000 Penalty: 5393.307617
	Iteration 83Q: 3 clusters Score -9896281 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -9896242.000000 Penalty: 5393.307617
	Iteration 84Q: 3 clusters Score -9896242 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -9896213.000000 Penalty: 5393.307617
	Iteration 85Q: 3 clusters Score -9896213 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -9896213.000000 Penalty: 5393.307617
	Iteration 86Q: 3 clusters Score -9896213 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -9896158.000000 Penalty: 5393.307617
	Iteration 87Q: 3 clusters Score -9896158 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -9896090.000000 Penalty: 5393.307617
	Iteration 88Q: 3 clusters Score -9896090 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -9895930.000000 Penalty: 5393.307617
	Iteration 89Q: 3 clusters Score -9895930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9895847.000000 Penalty: 5393.307617
	Iteration 90Q: 3 clusters Score -9895847 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -9895836.000000 Penalty: 5393.307617
	Iteration 91Q: 3 clusters Score -9895836 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -9895813.000000 Penalty: 5393.307617
	Iteration 92Q: 3 clusters Score -9895813 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -9895812.000000 Penalty: 5393.307617
	Iteration 93Q: 3 clusters Score -9895812 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9895695.000000 Penalty: 5393.307617
	Iteration 94Q: 3 clusters Score -9895695 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9895551.000000 Penalty: 5393.307617
	Iteration 95Q: 3 clusters Score -9895551 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -9895554.000000 Penalty: 5393.307617
	Iteration 96Q: 3 clusters Score -9895554 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -9895574.000000 Penalty: 5393.307617
	Iteration 97Q: 3 clusters Score -9895574 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -9895611.000000 Penalty: 5393.307617
	Iteration 98Q: 3 clusters Score -9895611 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -9895608.000000 Penalty: 5393.307617
	Iteration 99Q: 3 clusters Score -9895608 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -9895611.000000 Penalty: 5393.307617
	Iteration 100F: 3 clusters Score -9895611 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -9895634.000000 Penalty: 5393.307617
	Iteration 101Q: 3 clusters Score -9895634 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9895640.000000 Penalty: 5393.307617
	Iteration 102Q: 3 clusters Score -9895640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -9895624.000000 Penalty: 5393.307617
	Iteration 103Q: 3 clusters Score -9895624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -9895623.000000 Penalty: 5393.307617
	Iteration 104Q: 3 clusters Score -9895623 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9895607.000000 Penalty: 5393.307617
	Iteration 105Q: 3 clusters Score -9895607 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9895608.000000 Penalty: 5393.307617
	Iteration 106Q: 3 clusters Score -9895608 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9895595.000000 Penalty: 5393.307617
	Iteration 107Q: 3 clusters Score -9895595 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -9895591.000000 Penalty: 5393.307617
	Iteration 108Q: 3 clusters Score -9895591 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -9895586.000000 Penalty: 5393.307617
	Iteration 109Q: 3 clusters Score -9895586 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9895578.000000 Penalty: 5393.307617
	Iteration 110Q: 3 clusters Score -9895578 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -9895583.000000 Penalty: 5393.307617
	Iteration 111Q: 3 clusters Score -9895583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49706 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -9895588.000000 Penalty: 5393.307617
	Iteration 112Q: 3 clusters Score -9895588 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9895572.000000 Penalty: 5393.307617
	Iteration 113Q: 3 clusters Score -9895572 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -9895546.000000 Penalty: 5393.307617
	Iteration 114Q: 3 clusters Score -9895546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -9895549.000000 Penalty: 5393.307617
	Iteration 115Q: 3 clusters Score -9895549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -9895543.000000 Penalty: 5393.307617
	Iteration 116Q: 3 clusters Score -9895543 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50003 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -9895504.000000 Penalty: 5393.307617
	Iteration 117Q: 3 clusters Score -9895504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -9895496.000000 Penalty: 5393.307617
	Iteration 118Q: 3 clusters Score -9895496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9895494.000000 Penalty: 5393.307617
	Iteration 119Q: 3 clusters Score -9895494 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -9895487.000000 Penalty: 5393.307617
	Iteration 120F: 3 clusters Score -9895487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -9895477.000000 Penalty: 5393.307617
	Iteration 121Q: 3 clusters Score -9895477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -9895471.000000 Penalty: 5393.307617
	Iteration 122Q: 3 clusters Score -9895471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9895447.000000 Penalty: 5393.307617
	Iteration 123Q: 3 clusters Score -9895447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9895447.000000 Penalty: 5393.307617
	Iteration 124Q: 3 clusters Score -9895447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9895461.000000 Penalty: 5393.307617
	Iteration 125Q: 3 clusters Score -9895461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -9895471.000000 Penalty: 5393.307617
	Iteration 126Q: 3 clusters Score -9895471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -9895474.000000 Penalty: 5393.307617
	Iteration 127Q: 3 clusters Score -9895474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9895474.000000 Penalty: 5393.307617
	Iteration 128Q: 3 clusters Score -9895474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -9895470.000000 Penalty: 5393.307617
	Iteration 129Q: 3 clusters Score -9895470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -9895480.000000 Penalty: 5393.307617
	Iteration 130Q: 3 clusters Score -9895480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9895466.000000 Penalty: 5393.307617
	Iteration 131Q: 3 clusters Score -9895466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9895467.000000 Penalty: 5393.307617
	Iteration 132Q: 3 clusters Score -9895467 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9895468.000000 Penalty: 5393.307617
	Iteration 133Q: 3 clusters Score -9895468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -9895449.000000 Penalty: 5393.307617
	Iteration 134Q: 3 clusters Score -9895449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9895441.000000 Penalty: 5393.307617
	Iteration 135Q: 3 clusters Score -9895441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9895428.000000 Penalty: 5393.307617
	Iteration 136Q: 3 clusters Score -9895428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9895448.000000 Penalty: 5393.307617
	Iteration 137Q: 3 clusters Score -9895448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50709 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9895427.000000 Penalty: 5393.307617
	Iteration 138Q: 3 clusters Score -9895427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9895418.000000 Penalty: 5393.307617
	Iteration 139Q: 3 clusters Score -9895418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9895415.000000 Penalty: 5393.307617
	Iteration 140F: 3 clusters Score -9895415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9895409.000000 Penalty: 5393.307617
	Iteration 141Q: 3 clusters Score -9895409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50820 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9895417.000000 Penalty: 5393.307617
	Iteration 142Q: 3 clusters Score -9895417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9895413.000000 Penalty: 5393.307617
	Iteration 143Q: 3 clusters Score -9895413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9895420.000000 Penalty: 5393.307617
	Iteration 144Q: 3 clusters Score -9895420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9895420.000000 Penalty: 5393.307617
	Iteration 145Q: 3 clusters Score -9895420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9895418.000000 Penalty: 5393.307617
	Iteration 146Q: 3 clusters Score -9895418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9895418.000000 Penalty: 5393.307617
	Iteration 147Q: 3 clusters Score -9895418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9895400.000000 Penalty: 5393.307617
	Iteration 148Q: 3 clusters Score -9895400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9895396.000000 Penalty: 5393.307617
	Iteration 149Q: 3 clusters Score -9895396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9895402.000000 Penalty: 5393.307617
	Iteration 150Q: 3 clusters Score -9895402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50943 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9895413.000000 Penalty: 5393.307617
	Iteration 151Q: 3 clusters Score -9895413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -9895408.000000 Penalty: 5393.307617
	Iteration 152Q: 3 clusters Score -9895408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -9895416.000000 Penalty: 5393.307617
	Iteration 153Q: 3 clusters Score -9895416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9895427.000000 Penalty: 5393.307617
	Iteration 154Q: 3 clusters Score -9895427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9895422.000000 Penalty: 5393.307617
	Iteration 155Q: 3 clusters Score -9895422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51018 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9895411.000000 Penalty: 5393.307617
	Iteration 156Q: 3 clusters Score -9895411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9895402.000000 Penalty: 5393.307617
	Iteration 157Q: 3 clusters Score -9895402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9895398.000000 Penalty: 5393.307617
	Iteration 158Q: 3 clusters Score -9895398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9895400.000000 Penalty: 5393.307617
	Iteration 159Q: 3 clusters Score -9895400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9895377.000000 Penalty: 5393.307617
	Iteration 160F: 3 clusters Score -9895377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9895395.000000 Penalty: 5393.307617
	Iteration 161Q: 3 clusters Score -9895395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -9895391.000000 Penalty: 5393.307617
	Iteration 162Q: 3 clusters Score -9895391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9895384.000000 Penalty: 5393.307617
	Iteration 163Q: 3 clusters Score -9895384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9895379.000000 Penalty: 5393.307617
	Iteration 164Q: 3 clusters Score -9895379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51096 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9895382.000000 Penalty: 5393.307617
	Iteration 165Q: 3 clusters Score -9895382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9895376.000000 Penalty: 5393.307617
	Iteration 166Q: 3 clusters Score -9895376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9895375.000000 Penalty: 5393.307617
	Iteration 167Q: 3 clusters Score -9895375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51106 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9895377.000000 Penalty: 5393.307617
	Iteration 168Q: 3 clusters Score -9895377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9895374.000000 Penalty: 5393.307617
	Iteration 169Q: 3 clusters Score -9895374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9895376.000000 Penalty: 5393.307617
	Iteration 170Q: 3 clusters Score -9895376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9895376.000000 Penalty: 5393.307617
	Iteration 171F: 3 clusters Score -9895376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Entering Unmasked Estep 
Score: -9429844.000000 Penalty: 2683.562744
	Iteration 0F: 2 clusters Score -9429844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9399431.000000 Penalty: 5367.125488
	Iteration 0F: 3 clusters Score -9399431 nChanged 23079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -9412216.000000 Penalty: 5367.125488
	Iteration 1F: 3 clusters Score -9412216 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -9412834.000000 Penalty: 5367.125488
	Iteration 2Q: 3 clusters Score -9412834 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -9413454.000000 Penalty: 5367.125488
	Iteration 3Q: 3 clusters Score -9413454 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -9414186.000000 Penalty: 5367.125488
	Iteration 4Q: 3 clusters Score -9414186 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -9415095.000000 Penalty: 5367.125488
	Iteration 5Q: 3 clusters Score -9415095 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -9416431.000000 Penalty: 5367.125488
	Iteration 6F: 3 clusters Score -9416431 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -9418418.000000 Penalty: 5367.125488
	Iteration 7F: 3 clusters Score -9418418 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -9420864.000000 Penalty: 5367.125488
	Iteration 8F: 3 clusters Score -9420864 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -9423562.000000 Penalty: 5367.125488
	Iteration 9F: 3 clusters Score -9423562 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -9425631.000000 Penalty: 5367.125488
	Iteration 10F: 3 clusters Score -9425631 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -9426771.000000 Penalty: 5367.125488
	Iteration 11Q: 3 clusters Score -9426771 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -9427410.000000 Penalty: 5367.125488
	Iteration 12Q: 3 clusters Score -9427410 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9427694.000000 Penalty: 5367.125488
	Iteration 13Q: 3 clusters Score -9427694 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9427750.000000 Penalty: 5367.125488
	Iteration 14Q: 3 clusters Score -9427750 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9427787.000000 Penalty: 5367.125488
	Iteration 15Q: 3 clusters Score -9427787 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9427844.000000 Penalty: 5367.125488
	Iteration 16Q: 3 clusters Score -9427844 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9427865.000000 Penalty: 5367.125488
	Iteration 17Q: 3 clusters Score -9427865 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9427866.000000 Penalty: 5367.125488
	Iteration 18Q: 3 clusters Score -9427866 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9427847.000000 Penalty: 5367.125488
	Iteration 19Q: 3 clusters Score -9427847 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9427865.000000 Penalty: 5367.125488
	Iteration 20F: 3 clusters Score -9427865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9427856.000000 Penalty: 5367.125488
	Iteration 21Q: 3 clusters Score -9427856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9427865.000000 Penalty: 5367.125488
	Iteration 22Q: 3 clusters Score -9427865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9427872.000000 Penalty: 5367.125488
	Iteration 23Q: 3 clusters Score -9427872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9427855.000000 Penalty: 5367.125488
	Iteration 24Q: 3 clusters Score -9427855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9427873.000000 Penalty: 5367.125488
	Iteration 25Q: 3 clusters Score -9427873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49464 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9427881.000000 Penalty: 5367.125488
	Iteration 26Q: 3 clusters Score -9427881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49472 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9427889.000000 Penalty: 5367.125488
	Iteration 27Q: 3 clusters Score -9427889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9427876.000000 Penalty: 5367.125488
	Iteration 28Q: 3 clusters Score -9427876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9427883.000000 Penalty: 5367.125488
	Iteration 29Q: 3 clusters Score -9427883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9427884.000000 Penalty: 5367.125488
	Iteration 30Q: 3 clusters Score -9427884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9427886.000000 Penalty: 5367.125488
	Iteration 31Q: 3 clusters Score -9427886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9427889.000000 Penalty: 5367.125488
	Iteration 32Q: 3 clusters Score -9427889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9427891.000000 Penalty: 5367.125488
	Iteration 33Q: 3 clusters Score -9427891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9427893.000000 Penalty: 5367.125488
	Iteration 34Q: 3 clusters Score -9427893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9427897.000000 Penalty: 5367.125488
	Iteration 35Q: 3 clusters Score -9427897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9427903.000000 Penalty: 5367.125488
	Iteration 36Q: 3 clusters Score -9427903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9427897.000000 Penalty: 5367.125488
	Iteration 37Q: 3 clusters Score -9427897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9427890.000000 Penalty: 5367.125488
	Iteration 38Q: 3 clusters Score -9427890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9427892.000000 Penalty: 5367.125488
	Iteration 39Q: 3 clusters Score -9427892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9427891.000000 Penalty: 5367.125488
	Iteration 40F: 3 clusters Score -9427891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9427883.000000 Penalty: 5367.125488
	Iteration 41Q: 3 clusters Score -9427883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9427899.000000 Penalty: 5367.125488
	Iteration 42Q: 3 clusters Score -9427899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9427899.000000 Penalty: 5367.125488
	Iteration 43F: 3 clusters Score -9427899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -429149.062500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -429149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -426256.437500 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -426256.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -426884.687500 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -426884.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -427252.656250 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -427252.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -427579.906250 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -427579.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -427830.750000 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -427830.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -427996.468750 Penalty: 3872.928223
	Iteration 5F: 3 clusters Score -427996.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -428097.375000 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -428097.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -428164.593750 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -428164.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -428204.562500 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -428204.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -428239.656250 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -428239.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -428262.406250 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -428262.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -428272.156250 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -428272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -428280.468750 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -428280.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -428284.968750 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -428285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -428287.750000 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -428287.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -428292.312500 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -428292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -428293.687500 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -428293.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -428294.781250 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -428294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -428294.437500 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -428294.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -428294.437500 Penalty: 3872.928223
	Iteration 19F: 3 clusters Score -428294.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Entering Unmasked Estep 
Score: -5836277.500000 Penalty: 2573.384033
	Iteration 0F: 2 clusters Score -5836278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5814343.500000 Penalty: 5146.768066
	Iteration 0F: 3 clusters Score -5814344 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5822149.500000 Penalty: 5146.768066
	Iteration 1F: 3 clusters Score -5822150 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -5822624.000000 Penalty: 5146.768066
	Iteration 2Q: 3 clusters Score -5822624 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5822984.000000 Penalty: 5146.768066
	Iteration 3Q: 3 clusters Score -5822984 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -5823330.000000 Penalty: 5146.768066
	Iteration 4Q: 3 clusters Score -5823330 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -5823607.000000 Penalty: 5146.768066
	Iteration 5Q: 3 clusters Score -5823607 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -5823932.000000 Penalty: 5146.768066
	Iteration 6Q: 3 clusters Score -5823932 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -5824232.000000 Penalty: 5146.768066
	Iteration 7Q: 3 clusters Score -5824232 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -5824495.500000 Penalty: 5146.768066
	Iteration 8Q: 3 clusters Score -5824496 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5824747.000000 Penalty: 5146.768066
	Iteration 9Q: 3 clusters Score -5824747 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5824982.000000 Penalty: 5146.768066
	Iteration 10Q: 3 clusters Score -5824982 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5825233.000000 Penalty: 5146.768066
	Iteration 11Q: 3 clusters Score -5825233 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -5825510.000000 Penalty: 5146.768066
	Iteration 12Q: 3 clusters Score -5825510 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -5825796.500000 Penalty: 5146.768066
	Iteration 13Q: 3 clusters Score -5825796 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -5826180.000000 Penalty: 5146.768066
	Iteration 14Q: 3 clusters Score -5826180 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -5826736.500000 Penalty: 5146.768066
	Iteration 15Q: 3 clusters Score -5826736 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5827489.000000 Penalty: 5146.768066
	Iteration 16Q: 3 clusters Score -5827489 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -5828437.000000 Penalty: 5146.768066
	Iteration 17Q: 3 clusters Score -5828437 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5829332.000000 Penalty: 5146.768066
	Iteration 18Q: 3 clusters Score -5829332 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -5830069.500000 Penalty: 5146.768066
	Iteration 19Q: 3 clusters Score -5830070 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -5830559.000000 Penalty: 5146.768066
	Iteration 20F: 3 clusters Score -5830559 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -5830953.000000 Penalty: 5146.768066
	Iteration 21Q: 3 clusters Score -5830953 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -5831357.500000 Penalty: 5146.768066
	Iteration 22Q: 3 clusters Score -5831358 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -5831749.000000 Penalty: 5146.768066
	Iteration 23Q: 3 clusters Score -5831749 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5832236.500000 Penalty: 5146.768066
	Iteration 24Q: 3 clusters Score -5832236 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -5832630.500000 Penalty: 5146.768066
	Iteration 25Q: 3 clusters Score -5832630 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5832984.000000 Penalty: 5146.768066
	Iteration 26Q: 3 clusters Score -5832984 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -5833316.000000 Penalty: 5146.768066
	Iteration 27Q: 3 clusters Score -5833316 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5833608.000000 Penalty: 5146.768066
	Iteration 28Q: 3 clusters Score -5833608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5833809.500000 Penalty: 5146.768066
	Iteration 29Q: 3 clusters Score -5833810 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -5833939.000000 Penalty: 5146.768066
	Iteration 30Q: 3 clusters Score -5833939 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -5834015.000000 Penalty: 5146.768066
	Iteration 31Q: 3 clusters Score -5834015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -5834090.500000 Penalty: 5146.768066
	Iteration 32Q: 3 clusters Score -5834090 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5834153.500000 Penalty: 5146.768066
	Iteration 33Q: 3 clusters Score -5834154 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -5834182.000000 Penalty: 5146.768066
	Iteration 34Q: 3 clusters Score -5834182 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5834210.000000 Penalty: 5146.768066
	Iteration 35Q: 3 clusters Score -5834210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -5834222.500000 Penalty: 5146.768066
	Iteration 36Q: 3 clusters Score -5834222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5834233.500000 Penalty: 5146.768066
	Iteration 37Q: 3 clusters Score -5834234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5834255.500000 Penalty: 5146.768066
	Iteration 38Q: 3 clusters Score -5834256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -5834262.500000 Penalty: 5146.768066
	Iteration 39Q: 3 clusters Score -5834262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5834266.000000 Penalty: 5146.768066
	Iteration 40F: 3 clusters Score -5834266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -5834268.000000 Penalty: 5146.768066
	Iteration 41Q: 3 clusters Score -5834268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5834271.500000 Penalty: 5146.768066
	Iteration 42Q: 3 clusters Score -5834272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -5834286.000000 Penalty: 5146.768066
	Iteration 43Q: 3 clusters Score -5834286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -5834279.000000 Penalty: 5146.768066
	Iteration 44Q: 3 clusters Score -5834279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -5834281.500000 Penalty: 5146.768066
	Iteration 45Q: 3 clusters Score -5834282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -5834284.500000 Penalty: 5146.768066
	Iteration 46Q: 3 clusters Score -5834284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -5834291.000000 Penalty: 5146.768066
	Iteration 47Q: 3 clusters Score -5834291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5834299.500000 Penalty: 5146.768066
	Iteration 48Q: 3 clusters Score -5834300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -5834311.000000 Penalty: 5146.768066
	Iteration 49Q: 3 clusters Score -5834311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -5834309.000000 Penalty: 5146.768066
	Iteration 50Q: 3 clusters Score -5834309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -5834314.000000 Penalty: 5146.768066
	Iteration 51Q: 3 clusters Score -5834314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -5834311.000000 Penalty: 5146.768066
	Iteration 52Q: 3 clusters Score -5834311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5834316.500000 Penalty: 5146.768066
	Iteration 53Q: 3 clusters Score -5834316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -5834316.500000 Penalty: 5146.768066
	Iteration 54Q: 3 clusters Score -5834316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -5834316.000000 Penalty: 5146.768066
	Iteration 55Q: 3 clusters Score -5834316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -5834319.500000 Penalty: 5146.768066
	Iteration 56Q: 3 clusters Score -5834320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -5834318.000000 Penalty: 5146.768066
	Iteration 57Q: 3 clusters Score -5834318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -5834315.000000 Penalty: 5146.768066
	Iteration 58Q: 3 clusters Score -5834315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5834323.000000 Penalty: 5146.768066
	Iteration 59Q: 3 clusters Score -5834323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -5834325.000000 Penalty: 5146.768066
	Iteration 60F: 3 clusters Score -5834325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Entering Unmasked Estep 
Score: -7598619.500000 Penalty: 2634.071045
	Iteration 0F: 2 clusters Score -7598620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -7571113.000000 Penalty: 5268.142090
	Iteration 0F: 3 clusters Score -7571113 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -7581554.000000 Penalty: 5268.142090
	Iteration 1F: 3 clusters Score -7581554 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -7582093.000000 Penalty: 5268.142090
	Iteration 2Q: 3 clusters Score -7582093 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -7582652.500000 Penalty: 5268.142090
	Iteration 3Q: 3 clusters Score -7582652 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -7583194.000000 Penalty: 5268.142090
	Iteration 4Q: 3 clusters Score -7583194 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7584065.500000 Penalty: 5268.142090
	Iteration 5Q: 3 clusters Score -7584066 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7585236.000000 Penalty: 5268.142090
	Iteration 6F: 3 clusters Score -7585236 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -7587120.500000 Penalty: 5268.142090
	Iteration 7F: 3 clusters Score -7587120 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -7589572.500000 Penalty: 5268.142090
	Iteration 8F: 3 clusters Score -7589572 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7592155.500000 Penalty: 5268.142090
	Iteration 9F: 3 clusters Score -7592156 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -7594556.500000 Penalty: 5268.142090
	Iteration 10Q: 3 clusters Score -7594556 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -7595906.500000 Penalty: 5268.142090
	Iteration 11Q: 3 clusters Score -7595906 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -7596402.500000 Penalty: 5268.142090
	Iteration 12Q: 3 clusters Score -7596402 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -7596618.500000 Penalty: 5268.142090
	Iteration 13Q: 3 clusters Score -7596618 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -7596662.500000 Penalty: 5268.142090
	Iteration 14Q: 3 clusters Score -7596662 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -7596733.500000 Penalty: 5268.142090
	Iteration 15Q: 3 clusters Score -7596734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -7596766.000000 Penalty: 5268.142090
	Iteration 16Q: 3 clusters Score -7596766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -7596786.000000 Penalty: 5268.142090
	Iteration 17Q: 3 clusters Score -7596786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -7596800.000000 Penalty: 5268.142090
	Iteration 18Q: 3 clusters Score -7596800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -7596802.500000 Penalty: 5268.142090
	Iteration 19Q: 3 clusters Score -7596802 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -7596805.000000 Penalty: 5268.142090
	Iteration 20F: 3 clusters Score -7596805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -7596803.500000 Penalty: 5268.142090
	Iteration 21Q: 3 clusters Score -7596804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -7596814.500000 Penalty: 5268.142090
	Iteration 22Q: 3 clusters Score -7596814 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 35536 members 
Entering Unmasked Estep 
Score: -7596802.500000 Penalty: 5268.142090
	Iteration 23Q: 3 clusters Score -7596802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -7596796.500000 Penalty: 5268.142090
	Iteration 24Q: 3 clusters Score -7596796 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7596807.500000 Penalty: 5268.142090
	Iteration 25Q: 3 clusters Score -7596808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -7596816.500000 Penalty: 5268.142090
	Iteration 26Q: 3 clusters Score -7596816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7596808.500000 Penalty: 5268.142090
	Iteration 27Q: 3 clusters Score -7596808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -7596797.000000 Penalty: 5268.142090
	Iteration 28Q: 3 clusters Score -7596797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -7596779.000000 Penalty: 5268.142090
	Iteration 29Q: 3 clusters Score -7596779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7596768.000000 Penalty: 5268.142090
	Iteration 30Q: 3 clusters Score -7596768 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -7596781.000000 Penalty: 5268.142090
	Iteration 31Q: 3 clusters Score -7596781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -7596789.000000 Penalty: 5268.142090
	Iteration 32Q: 3 clusters Score -7596789 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -7596785.500000 Penalty: 5268.142090
	Iteration 33Q: 3 clusters Score -7596786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -7596795.500000 Penalty: 5268.142090
	Iteration 34Q: 3 clusters Score -7596796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -7596786.000000 Penalty: 5268.142090
	Iteration 35Q: 3 clusters Score -7596786 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -7596800.000000 Penalty: 5268.142090
	Iteration 36Q: 3 clusters Score -7596800 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7596807.000000 Penalty: 5268.142090
	Iteration 37Q: 3 clusters Score -7596807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7596793.000000 Penalty: 5268.142090
	Iteration 38Q: 3 clusters Score -7596793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7596808.500000 Penalty: 5268.142090
	Iteration 39Q: 3 clusters Score -7596808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -7596813.000000 Penalty: 5268.142090
	Iteration 40F: 3 clusters Score -7596813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -7596815.500000 Penalty: 5268.142090
	Iteration 41Q: 3 clusters Score -7596816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7596799.000000 Penalty: 5268.142090
	Iteration 42Q: 3 clusters Score -7596799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -7596808.000000 Penalty: 5268.142090
	Iteration 43Q: 3 clusters Score -7596808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -7596810.500000 Penalty: 5268.142090
	Iteration 44Q: 3 clusters Score -7596810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -7596803.500000 Penalty: 5268.142090
	Iteration 45Q: 3 clusters Score -7596804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -7596816.000000 Penalty: 5268.142090
	Iteration 46Q: 3 clusters Score -7596816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -7596812.500000 Penalty: 5268.142090
	Iteration 47Q: 3 clusters Score -7596812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -7596798.000000 Penalty: 5268.142090
	Iteration 48Q: 3 clusters Score -7596798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -7596782.500000 Penalty: 5268.142090
	Iteration 49Q: 3 clusters Score -7596782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -7596788.000000 Penalty: 5268.142090
	Iteration 50Q: 3 clusters Score -7596788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7596791.000000 Penalty: 5268.142090
	Iteration 51Q: 3 clusters Score -7596791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -7596789.500000 Penalty: 5268.142090
	Iteration 52Q: 3 clusters Score -7596790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -7596779.000000 Penalty: 5268.142090
	Iteration 53Q: 3 clusters Score -7596779 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7596783.500000 Penalty: 5268.142090
	Iteration 54Q: 3 clusters Score -7596784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -7596781.500000 Penalty: 5268.142090
	Iteration 55Q: 3 clusters Score -7596782 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7596766.500000 Penalty: 5268.142090
	Iteration 56Q: 3 clusters Score -7596766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7596768.000000 Penalty: 5268.142090
	Iteration 57Q: 3 clusters Score -7596768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7596779.500000 Penalty: 5268.142090
	Iteration 58Q: 3 clusters Score -7596780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7596789.000000 Penalty: 5268.142090
	Iteration 59Q: 3 clusters Score -7596789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -7596788.500000 Penalty: 5268.142090
	Iteration 60F: 3 clusters Score -7596788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7596777.500000 Penalty: 5268.142090
	Iteration 61Q: 3 clusters Score -7596778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -7596777.500000 Penalty: 5268.142090
	Iteration 62Q: 3 clusters Score -7596778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -7596767.000000 Penalty: 5268.142090
	Iteration 63Q: 3 clusters Score -7596767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7596774.000000 Penalty: 5268.142090
	Iteration 64Q: 3 clusters Score -7596774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7596775.500000 Penalty: 5268.142090
	Iteration 65Q: 3 clusters Score -7596776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -7596778.500000 Penalty: 5268.142090
	Iteration 66Q: 3 clusters Score -7596778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -7596777.500000 Penalty: 5268.142090
	Iteration 67Q: 3 clusters Score -7596778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7596770.500000 Penalty: 5268.142090
	Iteration 68Q: 3 clusters Score -7596770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -7596767.500000 Penalty: 5268.142090
	Iteration 69Q: 3 clusters Score -7596768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7596763.000000 Penalty: 5268.142090
	Iteration 70Q: 3 clusters Score -7596763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7596758.000000 Penalty: 5268.142090
	Iteration 71Q: 3 clusters Score -7596758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -7596764.500000 Penalty: 5268.142090
	Iteration 72Q: 3 clusters Score -7596764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7596754.000000 Penalty: 5268.142090
	Iteration 73Q: 3 clusters Score -7596754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 37178 members 
Entering Unmasked Estep 
Score: -7596741.500000 Penalty: 5268.142090
	Iteration 74Q: 3 clusters Score -7596742 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 37189 members 
Entering Unmasked Estep 
Score: -7596749.000000 Penalty: 5268.142090
	Iteration 75Q: 3 clusters Score -7596749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -7596753.500000 Penalty: 5268.142090
	Iteration 76Q: 3 clusters Score -7596754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -7596743.500000 Penalty: 5268.142090
	Iteration 77Q: 3 clusters Score -7596744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7596753.500000 Penalty: 5268.142090
	Iteration 78Q: 3 clusters Score -7596754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -7596749.500000 Penalty: 5268.142090
	Iteration 79Q: 3 clusters Score -7596750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -7596745.000000 Penalty: 5268.142090
	Iteration 80F: 3 clusters Score -7596745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -7596752.000000 Penalty: 5268.142090
	Iteration 81Q: 3 clusters Score -7596752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7596750.500000 Penalty: 5268.142090
	Iteration 82Q: 3 clusters Score -7596750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7596759.500000 Penalty: 5268.142090
	Iteration 83Q: 3 clusters Score -7596760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7596751.000000 Penalty: 5268.142090
	Iteration 84Q: 3 clusters Score -7596751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7596760.500000 Penalty: 5268.142090
	Iteration 85Q: 3 clusters Score -7596760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -7596752.500000 Penalty: 5268.142090
	Iteration 86Q: 3 clusters Score -7596752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -7596749.000000 Penalty: 5268.142090
	Iteration 87Q: 3 clusters Score -7596749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -7596753.500000 Penalty: 5268.142090
	Iteration 88Q: 3 clusters Score -7596754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -7596749.000000 Penalty: 5268.142090
	Iteration 89Q: 3 clusters Score -7596749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 37323 members 
Entering Unmasked Estep 
Score: -7596752.000000 Penalty: 5268.142090
	Iteration 90Q: 3 clusters Score -7596752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -7596749.500000 Penalty: 5268.142090
	Iteration 91Q: 3 clusters Score -7596750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7596745.500000 Penalty: 5268.142090
	Iteration 92Q: 3 clusters Score -7596746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7596750.500000 Penalty: 5268.142090
	Iteration 93Q: 3 clusters Score -7596750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7596752.500000 Penalty: 5268.142090
	Iteration 94Q: 3 clusters Score -7596752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -7596753.000000 Penalty: 5268.142090
	Iteration 95Q: 3 clusters Score -7596753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7596761.500000 Penalty: 5268.142090
	Iteration 96Q: 3 clusters Score -7596762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7596757.500000 Penalty: 5268.142090
	Iteration 97Q: 3 clusters Score -7596758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -7596749.500000 Penalty: 5268.142090
	Iteration 98Q: 3 clusters Score -7596750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7596747.500000 Penalty: 5268.142090
	Iteration 99Q: 3 clusters Score -7596748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -7596751.000000 Penalty: 5268.142090
	Iteration 100F: 3 clusters Score -7596751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -7596755.000000 Penalty: 5268.142090
	Iteration 101Q: 3 clusters Score -7596755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7596748.500000 Penalty: 5268.142090
	Iteration 102Q: 3 clusters Score -7596748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -7596755.000000 Penalty: 5268.142090
	Iteration 103Q: 3 clusters Score -7596755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -7596753.500000 Penalty: 5268.142090
	Iteration 104Q: 3 clusters Score -7596754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -7596755.000000 Penalty: 5268.142090
	Iteration 105Q: 3 clusters Score -7596755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7596753.500000 Penalty: 5268.142090
	Iteration 106Q: 3 clusters Score -7596754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7596749.500000 Penalty: 5268.142090
	Iteration 107Q: 3 clusters Score -7596750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -7596744.000000 Penalty: 5268.142090
	Iteration 108Q: 3 clusters Score -7596744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7596746.000000 Penalty: 5268.142090
	Iteration 109Q: 3 clusters Score -7596746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -7596744.500000 Penalty: 5268.142090
	Iteration 110Q: 3 clusters Score -7596744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -7596754.000000 Penalty: 5268.142090
	Iteration 111Q: 3 clusters Score -7596754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -7596754.000000 Penalty: 5268.142090
	Iteration 112Q: 3 clusters Score -7596754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -7596748.500000 Penalty: 5268.142090
	Iteration 113Q: 3 clusters Score -7596748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7596743.500000 Penalty: 5268.142090
	Iteration 114Q: 3 clusters Score -7596744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -7596742.000000 Penalty: 5268.142090
	Iteration 115Q: 3 clusters Score -7596742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7596741.500000 Penalty: 5268.142090
	Iteration 116Q: 3 clusters Score -7596742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7596748.000000 Penalty: 5268.142090
	Iteration 117Q: 3 clusters Score -7596748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -7596745.000000 Penalty: 5268.142090
	Iteration 118Q: 3 clusters Score -7596745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7596749.000000 Penalty: 5268.142090
	Iteration 119Q: 3 clusters Score -7596749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7596749.000000 Penalty: 5268.142090
	Iteration 120F: 3 clusters Score -7596749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -886446.687500 Penalty: 2101.985107
	Iteration 0F: 2 clusters Score -886446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -882097.000000 Penalty: 4203.970215
	Iteration 0F: 3 clusters Score -882097 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -883104.312500 Penalty: 4203.970215
	Iteration 1F: 3 clusters Score -883104.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -883321.812500 Penalty: 4203.970215
	Iteration 2F: 3 clusters Score -883321.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -883444.000000 Penalty: 4203.970215
	Iteration 3Q: 3 clusters Score -883444 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -883530.375000 Penalty: 4203.970215
	Iteration 4Q: 3 clusters Score -883530.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -883596.687500 Penalty: 4203.970215
	Iteration 5Q: 3 clusters Score -883596.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -883651.000000 Penalty: 4203.970215
	Iteration 6Q: 3 clusters Score -883651 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -883694.312500 Penalty: 4203.970215
	Iteration 7Q: 3 clusters Score -883694.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -883741.750000 Penalty: 4203.970215
	Iteration 8Q: 3 clusters Score -883741.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -883787.125000 Penalty: 4203.970215
	Iteration 9Q: 3 clusters Score -883787.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -883851.937500 Penalty: 4203.970215
	Iteration 10Q: 3 clusters Score -883851.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -883911.062500 Penalty: 4203.970215
	Iteration 11Q: 3 clusters Score -883911.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -883964.312500 Penalty: 4203.970215
	Iteration 12Q: 3 clusters Score -883964.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -884010.312500 Penalty: 4203.970215
	Iteration 13Q: 3 clusters Score -884010.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -884051.500000 Penalty: 4203.970215
	Iteration 14Q: 3 clusters Score -884051.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -884086.500000 Penalty: 4203.970215
	Iteration 15Q: 3 clusters Score -884086.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -884134.937500 Penalty: 4203.970215
	Iteration 16Q: 3 clusters Score -884134.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -884193.000000 Penalty: 4203.970215
	Iteration 17Q: 3 clusters Score -884193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -884244.562500 Penalty: 4203.970215
	Iteration 18Q: 3 clusters Score -884244.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -884290.500000 Penalty: 4203.970215
	Iteration 19Q: 3 clusters Score -884290.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -884322.937500 Penalty: 4203.970215
	Iteration 20F: 3 clusters Score -884322.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -884350.812500 Penalty: 4203.970215
	Iteration 21Q: 3 clusters Score -884350.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -884379.562500 Penalty: 4203.970215
	Iteration 22Q: 3 clusters Score -884379.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -884401.625000 Penalty: 4203.970215
	Iteration 23Q: 3 clusters Score -884401.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -884424.750000 Penalty: 4203.970215
	Iteration 24Q: 3 clusters Score -884424.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -884441.562500 Penalty: 4203.970215
	Iteration 25Q: 3 clusters Score -884441.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -884461.187500 Penalty: 4203.970215
	Iteration 26Q: 3 clusters Score -884461.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -884471.125000 Penalty: 4203.970215
	Iteration 27Q: 3 clusters Score -884471.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -884478.875000 Penalty: 4203.970215
	Iteration 28Q: 3 clusters Score -884478.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -884489.437500 Penalty: 4203.970215
	Iteration 29Q: 3 clusters Score -884489.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -884498.875000 Penalty: 4203.970215
	Iteration 30Q: 3 clusters Score -884498.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -884507.812500 Penalty: 4203.970215
	Iteration 31Q: 3 clusters Score -884507.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -884518.375000 Penalty: 4203.970215
	Iteration 32Q: 3 clusters Score -884518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -884522.312500 Penalty: 4203.970215
	Iteration 33Q: 3 clusters Score -884522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -884526.312500 Penalty: 4203.970215
	Iteration 34Q: 3 clusters Score -884526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -884528.687500 Penalty: 4203.970215
	Iteration 35Q: 3 clusters Score -884528.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -884531.437500 Penalty: 4203.970215
	Iteration 36Q: 3 clusters Score -884531.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -884535.375000 Penalty: 4203.970215
	Iteration 37Q: 3 clusters Score -884535.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -884536.500000 Penalty: 4203.970215
	Iteration 38Q: 3 clusters Score -884536.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -884539.250000 Penalty: 4203.970215
	Iteration 39Q: 3 clusters Score -884539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -884539.812500 Penalty: 4203.970215
	Iteration 40F: 3 clusters Score -884539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -884540.812500 Penalty: 4203.970215
	Iteration 41Q: 3 clusters Score -884540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -884540.937500 Penalty: 4203.970215
	Iteration 42Q: 3 clusters Score -884540.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -884544.500000 Penalty: 4203.970215
	Iteration 43Q: 3 clusters Score -884544.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -884545.250000 Penalty: 4203.970215
	Iteration 44Q: 3 clusters Score -884545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -884544.500000 Penalty: 4203.970215
	Iteration 45Q: 3 clusters Score -884544.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -884544.500000 Penalty: 4203.970215
	Iteration 46F: 3 clusters Score -884544.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -887794.187500 Penalty: 2101.260254
	Iteration 0F: 2 clusters Score -887794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -883369.187500 Penalty: 4202.520508
	Iteration 0F: 3 clusters Score -883369.2 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -884400.625000 Penalty: 4202.520508
	Iteration 1F: 3 clusters Score -884400.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -884602.937500 Penalty: 4202.520508
	Iteration 2F: 3 clusters Score -884602.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -884713.562500 Penalty: 4202.520508
	Iteration 3Q: 3 clusters Score -884713.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -884786.062500 Penalty: 4202.520508
	Iteration 4Q: 3 clusters Score -884786.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -884838.687500 Penalty: 4202.520508
	Iteration 5Q: 3 clusters Score -884838.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -884878.937500 Penalty: 4202.520508
	Iteration 6Q: 3 clusters Score -884878.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -884920.750000 Penalty: 4202.520508
	Iteration 7Q: 3 clusters Score -884920.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -884953.812500 Penalty: 4202.520508
	Iteration 8Q: 3 clusters Score -884953.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -884981.937500 Penalty: 4202.520508
	Iteration 9Q: 3 clusters Score -884981.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -885008.750000 Penalty: 4202.520508
	Iteration 10Q: 3 clusters Score -885008.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -885026.937500 Penalty: 4202.520508
	Iteration 11Q: 3 clusters Score -885026.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -885042.562500 Penalty: 4202.520508
	Iteration 12Q: 3 clusters Score -885042.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -885050.812500 Penalty: 4202.520508
	Iteration 13Q: 3 clusters Score -885050.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -885060.750000 Penalty: 4202.520508
	Iteration 14Q: 3 clusters Score -885060.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -885076.125000 Penalty: 4202.520508
	Iteration 15Q: 3 clusters Score -885076.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -885087.750000 Penalty: 4202.520508
	Iteration 16Q: 3 clusters Score -885087.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -885098.687500 Penalty: 4202.520508
	Iteration 17Q: 3 clusters Score -885098.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -885110.125000 Penalty: 4202.520508
	Iteration 18Q: 3 clusters Score -885110.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -885121.687500 Penalty: 4202.520508
	Iteration 19Q: 3 clusters Score -885121.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -885134.125000 Penalty: 4202.520508
	Iteration 20F: 3 clusters Score -885134.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -885147.875000 Penalty: 4202.520508
	Iteration 21Q: 3 clusters Score -885147.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -885161.750000 Penalty: 4202.520508
	Iteration 22Q: 3 clusters Score -885161.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -885178.312500 Penalty: 4202.520508
	Iteration 23Q: 3 clusters Score -885178.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -885197.125000 Penalty: 4202.520508
	Iteration 24Q: 3 clusters Score -885197.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -885218.000000 Penalty: 4202.520508
	Iteration 25Q: 3 clusters Score -885218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -885230.687500 Penalty: 4202.520508
	Iteration 26Q: 3 clusters Score -885230.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -885251.687500 Penalty: 4202.520508
	Iteration 27Q: 3 clusters Score -885251.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -885273.312500 Penalty: 4202.520508
	Iteration 28Q: 3 clusters Score -885273.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -885295.000000 Penalty: 4202.520508
	Iteration 29Q: 3 clusters Score -885295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -885318.875000 Penalty: 4202.520508
	Iteration 30Q: 3 clusters Score -885318.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -885339.687500 Penalty: 4202.520508
	Iteration 31Q: 3 clusters Score -885339.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -885360.812500 Penalty: 4202.520508
	Iteration 32Q: 3 clusters Score -885360.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -885390.125000 Penalty: 4202.520508
	Iteration 33Q: 3 clusters Score -885390.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -885419.437500 Penalty: 4202.520508
	Iteration 34Q: 3 clusters Score -885419.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -885442.375000 Penalty: 4202.520508
	Iteration 35Q: 3 clusters Score -885442.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -885459.250000 Penalty: 4202.520508
	Iteration 36Q: 3 clusters Score -885459.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -885480.562500 Penalty: 4202.520508
	Iteration 37Q: 3 clusters Score -885480.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -885494.000000 Penalty: 4202.520508
	Iteration 38Q: 3 clusters Score -885494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -885505.687500 Penalty: 4202.520508
	Iteration 39Q: 3 clusters Score -885505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -885516.375000 Penalty: 4202.520508
	Iteration 40F: 3 clusters Score -885516.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -885529.750000 Penalty: 4202.520508
	Iteration 41Q: 3 clusters Score -885529.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -885544.875000 Penalty: 4202.520508
	Iteration 42Q: 3 clusters Score -885544.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -885565.125000 Penalty: 4202.520508
	Iteration 43Q: 3 clusters Score -885565.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -885585.437500 Penalty: 4202.520508
	Iteration 44Q: 3 clusters Score -885585.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -885602.875000 Penalty: 4202.520508
	Iteration 45Q: 3 clusters Score -885602.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -885618.312500 Penalty: 4202.520508
	Iteration 46Q: 3 clusters Score -885618.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -885635.812500 Penalty: 4202.520508
	Iteration 47Q: 3 clusters Score -885635.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -885651.625000 Penalty: 4202.520508
	Iteration 48Q: 3 clusters Score -885651.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -885664.062500 Penalty: 4202.520508
	Iteration 49Q: 3 clusters Score -885664.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -885685.937500 Penalty: 4202.520508
	Iteration 50Q: 3 clusters Score -885685.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -885706.375000 Penalty: 4202.520508
	Iteration 51Q: 3 clusters Score -885706.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -885718.312500 Penalty: 4202.520508
	Iteration 52Q: 3 clusters Score -885718.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -885730.062500 Penalty: 4202.520508
	Iteration 53Q: 3 clusters Score -885730.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -885743.000000 Penalty: 4202.520508
	Iteration 54Q: 3 clusters Score -885743 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -885750.812500 Penalty: 4202.520508
	Iteration 55Q: 3 clusters Score -885750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -885762.250000 Penalty: 4202.520508
	Iteration 56Q: 3 clusters Score -885762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -885768.062500 Penalty: 4202.520508
	Iteration 57Q: 3 clusters Score -885768.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -885776.062500 Penalty: 4202.520508
	Iteration 58Q: 3 clusters Score -885776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -885777.312500 Penalty: 4202.520508
	Iteration 59Q: 3 clusters Score -885777.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -885778.750000 Penalty: 4202.520508
	Iteration 60F: 3 clusters Score -885778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -885781.062500 Penalty: 4202.520508
	Iteration 61Q: 3 clusters Score -885781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -885786.562500 Penalty: 4202.520508
	Iteration 62Q: 3 clusters Score -885786.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -885790.500000 Penalty: 4202.520508
	Iteration 63Q: 3 clusters Score -885790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -885794.312500 Penalty: 4202.520508
	Iteration 64Q: 3 clusters Score -885794.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -885796.812500 Penalty: 4202.520508
	Iteration 65Q: 3 clusters Score -885796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -885802.750000 Penalty: 4202.520508
	Iteration 66Q: 3 clusters Score -885802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -885809.875000 Penalty: 4202.520508
	Iteration 67Q: 3 clusters Score -885809.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -885816.500000 Penalty: 4202.520508
	Iteration 68Q: 3 clusters Score -885816.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -885822.875000 Penalty: 4202.520508
	Iteration 69Q: 3 clusters Score -885822.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -885828.750000 Penalty: 4202.520508
	Iteration 70Q: 3 clusters Score -885828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -885832.937500 Penalty: 4202.520508
	Iteration 71Q: 3 clusters Score -885832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -885839.937500 Penalty: 4202.520508
	Iteration 72Q: 3 clusters Score -885839.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -885842.937500 Penalty: 4202.520508
	Iteration 73Q: 3 clusters Score -885842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -885844.687500 Penalty: 4202.520508
	Iteration 74Q: 3 clusters Score -885844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -885846.250000 Penalty: 4202.520508
	Iteration 75Q: 3 clusters Score -885846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -885851.312500 Penalty: 4202.520508
	Iteration 76Q: 3 clusters Score -885851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -885855.437500 Penalty: 4202.520508
	Iteration 77Q: 3 clusters Score -885855.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -885860.375000 Penalty: 4202.520508
	Iteration 78Q: 3 clusters Score -885860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -885864.250000 Penalty: 4202.520508
	Iteration 79Q: 3 clusters Score -885864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -885866.625000 Penalty: 4202.520508
	Iteration 80F: 3 clusters Score -885866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -885866.812500 Penalty: 4202.520508
	Iteration 81Q: 3 clusters Score -885866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -885867.125000 Penalty: 4202.520508
	Iteration 82Q: 3 clusters Score -885867.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -885867.812500 Penalty: 4202.520508
	Iteration 83Q: 3 clusters Score -885867.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -885868.437500 Penalty: 4202.520508
	Iteration 84Q: 3 clusters Score -885868.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -885868.437500 Penalty: 4202.520508
	Iteration 85F: 3 clusters Score -885868.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Entering Unmasked Estep 
Score: -9105131.000000 Penalty: 2675.393066
	Iteration 0F: 2 clusters Score -9105131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9074730.000000 Penalty: 5350.786133
	Iteration 0F: 3 clusters Score -9074730 nChanged 22212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -9086959.000000 Penalty: 5350.786133
	Iteration 1F: 3 clusters Score -9086959 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -9087417.000000 Penalty: 5350.786133
	Iteration 2Q: 3 clusters Score -9087417 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -9087922.000000 Penalty: 5350.786133
	Iteration 3Q: 3 clusters Score -9087922 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -9088277.000000 Penalty: 5350.786133
	Iteration 4Q: 3 clusters Score -9088277 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -9088842.000000 Penalty: 5350.786133
	Iteration 5Q: 3 clusters Score -9088842 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -9089487.000000 Penalty: 5350.786133
	Iteration 6Q: 3 clusters Score -9089487 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -9090326.000000 Penalty: 5350.786133
	Iteration 7Q: 3 clusters Score -9090326 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -9091561.000000 Penalty: 5350.786133
	Iteration 8Q: 3 clusters Score -9091561 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -9093258.000000 Penalty: 5350.786133
	Iteration 9F: 3 clusters Score -9093258 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -9095313.000000 Penalty: 5350.786133
	Iteration 10F: 3 clusters Score -9095313 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -9097181.000000 Penalty: 5350.786133
	Iteration 11F: 3 clusters Score -9097181 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -9098249.000000 Penalty: 5350.786133
	Iteration 12Q: 3 clusters Score -9098249 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -9098849.000000 Penalty: 5350.786133
	Iteration 13Q: 3 clusters Score -9098849 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -9099249.000000 Penalty: 5350.786133
	Iteration 14Q: 3 clusters Score -9099249 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -9099627.000000 Penalty: 5350.786133
	Iteration 15Q: 3 clusters Score -9099627 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -9099981.000000 Penalty: 5350.786133
	Iteration 16Q: 3 clusters Score -9099981 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -9100444.000000 Penalty: 5350.786133
	Iteration 17Q: 3 clusters Score -9100444 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -9100826.000000 Penalty: 5350.786133
	Iteration 18Q: 3 clusters Score -9100826 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -9101174.000000 Penalty: 5350.786133
	Iteration 19Q: 3 clusters Score -9101174 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -9101576.000000 Penalty: 5350.786133
	Iteration 20F: 3 clusters Score -9101576 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9101932.000000 Penalty: 5350.786133
	Iteration 21Q: 3 clusters Score -9101932 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -9102230.000000 Penalty: 5350.786133
	Iteration 22Q: 3 clusters Score -9102230 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -9102531.000000 Penalty: 5350.786133
	Iteration 23Q: 3 clusters Score -9102531 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -9102746.000000 Penalty: 5350.786133
	Iteration 24Q: 3 clusters Score -9102746 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -9102913.000000 Penalty: 5350.786133
	Iteration 25Q: 3 clusters Score -9102913 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -9103020.000000 Penalty: 5350.786133
	Iteration 26Q: 3 clusters Score -9103020 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -9103034.000000 Penalty: 5350.786133
	Iteration 27Q: 3 clusters Score -9103034 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -9103070.000000 Penalty: 5350.786133
	Iteration 28Q: 3 clusters Score -9103070 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -9103089.000000 Penalty: 5350.786133
	Iteration 29Q: 3 clusters Score -9103089 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -9103114.000000 Penalty: 5350.786133
	Iteration 30Q: 3 clusters Score -9103114 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -9103129.000000 Penalty: 5350.786133
	Iteration 31Q: 3 clusters Score -9103129 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -9103155.000000 Penalty: 5350.786133
	Iteration 32Q: 3 clusters Score -9103155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -9103152.000000 Penalty: 5350.786133
	Iteration 33Q: 3 clusters Score -9103152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -9103149.000000 Penalty: 5350.786133
	Iteration 34Q: 3 clusters Score -9103149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -9103145.000000 Penalty: 5350.786133
	Iteration 35Q: 3 clusters Score -9103145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -9103163.000000 Penalty: 5350.786133
	Iteration 36Q: 3 clusters Score -9103163 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -9103180.000000 Penalty: 5350.786133
	Iteration 37Q: 3 clusters Score -9103180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -9103176.000000 Penalty: 5350.786133
	Iteration 38Q: 3 clusters Score -9103176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -9103188.000000 Penalty: 5350.786133
	Iteration 39Q: 3 clusters Score -9103188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -9103190.000000 Penalty: 5350.786133
	Iteration 40F: 3 clusters Score -9103190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -9103190.000000 Penalty: 5350.786133
	Iteration 41Q: 3 clusters Score -9103190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -9103176.000000 Penalty: 5350.786133
	Iteration 42Q: 3 clusters Score -9103176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -9103178.000000 Penalty: 5350.786133
	Iteration 43Q: 3 clusters Score -9103178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -9103179.000000 Penalty: 5350.786133
	Iteration 44Q: 3 clusters Score -9103179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -9103178.000000 Penalty: 5350.786133
	Iteration 45Q: 3 clusters Score -9103178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -9103178.000000 Penalty: 5350.786133
	Iteration 46Q: 3 clusters Score -9103178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -9103181.000000 Penalty: 5350.786133
	Iteration 47Q: 3 clusters Score -9103181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -9103181.000000 Penalty: 5350.786133
	Iteration 48Q: 3 clusters Score -9103181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -9103183.000000 Penalty: 5350.786133
	Iteration 49Q: 3 clusters Score -9103183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -9103181.000000 Penalty: 5350.786133
	Iteration 50Q: 3 clusters Score -9103181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -9103181.000000 Penalty: 5350.786133
	Iteration 51F: 3 clusters Score -9103181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Entering Unmasked Estep 
Score: -9095291.000000 Penalty: 2676.031982
	Iteration 0F: 2 clusters Score -9095291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -9064862.000000 Penalty: 5352.063965
	Iteration 0F: 3 clusters Score -9064862 nChanged 22452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9077084.000000 Penalty: 5352.063965
	Iteration 1F: 3 clusters Score -9077084 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -9077594.000000 Penalty: 5352.063965
	Iteration 2Q: 3 clusters Score -9077594 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -9077987.000000 Penalty: 5352.063965
	Iteration 3Q: 3 clusters Score -9077987 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -9078374.000000 Penalty: 5352.063965
	Iteration 4Q: 3 clusters Score -9078374 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -9078783.000000 Penalty: 5352.063965
	Iteration 5Q: 3 clusters Score -9078783 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -9079337.000000 Penalty: 5352.063965
	Iteration 6Q: 3 clusters Score -9079337 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -9079996.000000 Penalty: 5352.063965
	Iteration 7Q: 3 clusters Score -9079996 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -9080953.000000 Penalty: 5352.063965
	Iteration 8Q: 3 clusters Score -9080953 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -9082258.000000 Penalty: 5352.063965
	Iteration 9Q: 3 clusters Score -9082258 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -9083936.000000 Penalty: 5352.063965
	Iteration 10F: 3 clusters Score -9083936 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -9085885.000000 Penalty: 5352.063965
	Iteration 11F: 3 clusters Score -9085885 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -9087118.000000 Penalty: 5352.063965
	Iteration 12Q: 3 clusters Score -9087118 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -9087745.000000 Penalty: 5352.063965
	Iteration 13Q: 3 clusters Score -9087745 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -9088167.000000 Penalty: 5352.063965
	Iteration 14Q: 3 clusters Score -9088167 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -9088437.000000 Penalty: 5352.063965
	Iteration 15Q: 3 clusters Score -9088437 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -9088814.000000 Penalty: 5352.063965
	Iteration 16Q: 3 clusters Score -9088814 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -9089231.000000 Penalty: 5352.063965
	Iteration 17Q: 3 clusters Score -9089231 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -9089745.000000 Penalty: 5352.063965
	Iteration 18Q: 3 clusters Score -9089745 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -9090272.000000 Penalty: 5352.063965
	Iteration 19Q: 3 clusters Score -9090272 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -9090842.000000 Penalty: 5352.063965
	Iteration 20F: 3 clusters Score -9090842 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -9091384.000000 Penalty: 5352.063965
	Iteration 21Q: 3 clusters Score -9091384 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -9091841.000000 Penalty: 5352.063965
	Iteration 22Q: 3 clusters Score -9091841 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 29679 members 
Entering Unmasked Estep 
Score: -9092220.000000 Penalty: 5352.063965
	Iteration 23Q: 3 clusters Score -9092220 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -9092497.000000 Penalty: 5352.063965
	Iteration 24Q: 3 clusters Score -9092497 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9092758.000000 Penalty: 5352.063965
	Iteration 25Q: 3 clusters Score -9092758 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -9092912.000000 Penalty: 5352.063965
	Iteration 26Q: 3 clusters Score -9092912 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 29433 members 
Entering Unmasked Estep 
Score: -9092990.000000 Penalty: 5352.063965
	Iteration 27Q: 3 clusters Score -9092990 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -9093094.000000 Penalty: 5352.063965
	Iteration 28Q: 3 clusters Score -9093094 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -9093142.000000 Penalty: 5352.063965
	Iteration 29Q: 3 clusters Score -9093142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -9093166.000000 Penalty: 5352.063965
	Iteration 30Q: 3 clusters Score -9093166 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -9093181.000000 Penalty: 5352.063965
	Iteration 31Q: 3 clusters Score -9093181 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -9093190.000000 Penalty: 5352.063965
	Iteration 32Q: 3 clusters Score -9093190 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -9093196.000000 Penalty: 5352.063965
	Iteration 33Q: 3 clusters Score -9093196 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -9093203.000000 Penalty: 5352.063965
	Iteration 34Q: 3 clusters Score -9093203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -9093206.000000 Penalty: 5352.063965
	Iteration 35Q: 3 clusters Score -9093206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -9093227.000000 Penalty: 5352.063965
	Iteration 36Q: 3 clusters Score -9093227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -9093236.000000 Penalty: 5352.063965
	Iteration 37Q: 3 clusters Score -9093236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -9093235.000000 Penalty: 5352.063965
	Iteration 38Q: 3 clusters Score -9093235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -9093257.000000 Penalty: 5352.063965
	Iteration 39Q: 3 clusters Score -9093257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -9093273.000000 Penalty: 5352.063965
	Iteration 40F: 3 clusters Score -9093273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -9093277.000000 Penalty: 5352.063965
	Iteration 41Q: 3 clusters Score -9093277 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -9093272.000000 Penalty: 5352.063965
	Iteration 42Q: 3 clusters Score -9093272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -9093278.000000 Penalty: 5352.063965
	Iteration 43Q: 3 clusters Score -9093278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -9093277.000000 Penalty: 5352.063965
	Iteration 44Q: 3 clusters Score -9093277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9093264.000000 Penalty: 5352.063965
	Iteration 45Q: 3 clusters Score -9093264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -9093257.000000 Penalty: 5352.063965
	Iteration 46Q: 3 clusters Score -9093257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -9093267.000000 Penalty: 5352.063965
	Iteration 47Q: 3 clusters Score -9093267 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -9093255.000000 Penalty: 5352.063965
	Iteration 48Q: 3 clusters Score -9093255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -9093259.000000 Penalty: 5352.063965
	Iteration 49Q: 3 clusters Score -9093259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9093267.000000 Penalty: 5352.063965
	Iteration 50Q: 3 clusters Score -9093267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -9093291.000000 Penalty: 5352.063965
	Iteration 51Q: 3 clusters Score -9093291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -9093286.000000 Penalty: 5352.063965
	Iteration 52Q: 3 clusters Score -9093286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -9093279.000000 Penalty: 5352.063965
	Iteration 53Q: 3 clusters Score -9093279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -9093271.000000 Penalty: 5352.063965
	Iteration 54Q: 3 clusters Score -9093271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -9093270.000000 Penalty: 5352.063965
	Iteration 55Q: 3 clusters Score -9093270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -9093284.000000 Penalty: 5352.063965
	Iteration 56Q: 3 clusters Score -9093284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -9093286.000000 Penalty: 5352.063965
	Iteration 57Q: 3 clusters Score -9093286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -9093285.000000 Penalty: 5352.063965
	Iteration 58Q: 3 clusters Score -9093285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -9093289.000000 Penalty: 5352.063965
	Iteration 59Q: 3 clusters Score -9093289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -9093298.000000 Penalty: 5352.063965
	Iteration 60F: 3 clusters Score -9093298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -9093303.000000 Penalty: 5352.063965
	Iteration 61Q: 3 clusters Score -9093303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -9093301.000000 Penalty: 5352.063965
	Iteration 62Q: 3 clusters Score -9093301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -9093297.000000 Penalty: 5352.063965
	Iteration 63Q: 3 clusters Score -9093297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9093301.000000 Penalty: 5352.063965
	Iteration 64Q: 3 clusters Score -9093301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -9093307.000000 Penalty: 5352.063965
	Iteration 65Q: 3 clusters Score -9093307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9093302.000000 Penalty: 5352.063965
	Iteration 66Q: 3 clusters Score -9093302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -9093302.000000 Penalty: 5352.063965
	Iteration 67F: 3 clusters Score -9093302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24232.792969 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24232.79 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24481.748047 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24481.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24589.843750 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -24589.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -24619.837891 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24619.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24630.246094 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24630.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24652.398438 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24652.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -24652.398438 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -24652.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Entering Unmasked Estep 
Score: -4181195.000000 Penalty: 2483.194336
	Iteration 0F: 2 clusters Score -4181195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4165530.500000 Penalty: 4966.388672
	Iteration 0F: 3 clusters Score -4165530 nChanged 9921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4170870.750000 Penalty: 4966.388672
	Iteration 1F: 3 clusters Score -4170871 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4171226.500000 Penalty: 4966.388672
	Iteration 2Q: 3 clusters Score -4171226 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -4171532.500000 Penalty: 4966.388672
	Iteration 3Q: 3 clusters Score -4171532 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4171826.000000 Penalty: 4966.388672
	Iteration 4Q: 3 clusters Score -4171826 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -4172166.000000 Penalty: 4966.388672
	Iteration 5Q: 3 clusters Score -4172166 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -4172520.250000 Penalty: 4966.388672
	Iteration 6Q: 3 clusters Score -4172520 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4173026.000000 Penalty: 4966.388672
	Iteration 7Q: 3 clusters Score -4173026 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -4173781.500000 Penalty: 4966.388672
	Iteration 8F: 3 clusters Score -4173782 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4174822.250000 Penalty: 4966.388672
	Iteration 9F: 3 clusters Score -4174822 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -4176078.500000 Penalty: 4966.388672
	Iteration 10F: 3 clusters Score -4176078 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -4177576.750000 Penalty: 4966.388672
	Iteration 11F: 3 clusters Score -4177577 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -4178840.250000 Penalty: 4966.388672
	Iteration 12F: 3 clusters Score -4178840 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4179428.000000 Penalty: 4966.388672
	Iteration 13Q: 3 clusters Score -4179428 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4179600.250000 Penalty: 4966.388672
	Iteration 14Q: 3 clusters Score -4179600 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4179674.250000 Penalty: 4966.388672
	Iteration 15Q: 3 clusters Score -4179674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -4179704.500000 Penalty: 4966.388672
	Iteration 16Q: 3 clusters Score -4179704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4179713.250000 Penalty: 4966.388672
	Iteration 17Q: 3 clusters Score -4179713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -4179720.000000 Penalty: 4966.388672
	Iteration 18Q: 3 clusters Score -4179720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4179723.750000 Penalty: 4966.388672
	Iteration 19Q: 3 clusters Score -4179724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -4179736.500000 Penalty: 4966.388672
	Iteration 20F: 3 clusters Score -4179736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4179745.250000 Penalty: 4966.388672
	Iteration 21Q: 3 clusters Score -4179745 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4179738.750000 Penalty: 4966.388672
	Iteration 22Q: 3 clusters Score -4179739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4179739.500000 Penalty: 4966.388672
	Iteration 23Q: 3 clusters Score -4179740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4179741.000000 Penalty: 4966.388672
	Iteration 24Q: 3 clusters Score -4179741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -4179747.250000 Penalty: 4966.388672
	Iteration 25Q: 3 clusters Score -4179747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4179750.500000 Penalty: 4966.388672
	Iteration 26Q: 3 clusters Score -4179750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -4179747.750000 Penalty: 4966.388672
	Iteration 27Q: 3 clusters Score -4179748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4179748.750000 Penalty: 4966.388672
	Iteration 28Q: 3 clusters Score -4179749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -4179744.250000 Penalty: 4966.388672
	Iteration 29Q: 3 clusters Score -4179744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -4179742.500000 Penalty: 4966.388672
	Iteration 30Q: 3 clusters Score -4179742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4179743.500000 Penalty: 4966.388672
	Iteration 31Q: 3 clusters Score -4179744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -4179743.500000 Penalty: 4966.388672
	Iteration 32F: 3 clusters Score -4179744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -84296.000000 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -84685.335938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84685.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84882.265625 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84882.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -85013.632812 Penalty: 3192.330566
	Iteration 3Q: 3 clusters Score -85013.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85121.796875 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -85121.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85259.265625 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85259.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85327.398438 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85362.960938 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85362.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -85376.453125 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85376.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85410.796875 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85410.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85445.921875 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85445.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85483.843750 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85483.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85500.078125 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85500.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85524.203125 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85530.320312 Penalty: 3192.330566
	Iteration 14Q: 3 clusters Score -85530.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -85536.882812 Penalty: 3192.330566
	Iteration 15Q: 3 clusters Score -85536.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85538.882812 Penalty: 3192.330566
	Iteration 16Q: 3 clusters Score -85538.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -85539.078125 Penalty: 3192.330566
	Iteration 17F: 3 clusters Score -85539.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85546.125000 Penalty: 3192.330566
	Iteration 18Q: 3 clusters Score -85546.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -85546.125000 Penalty: 3192.330566
	Iteration 19F: 3 clusters Score -85546.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Entering Unmasked Estep 
Score: -135112.968750 Penalty: 1653.405273
	Iteration 0F: 2 clusters Score -135113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -133365.187500 Penalty: 3306.810547
	Iteration 0F: 3 clusters Score -133365.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -133745.312500 Penalty: 3306.810547
	Iteration 1F: 3 clusters Score -133745.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -133948.171875 Penalty: 3306.810547
	Iteration 2F: 3 clusters Score -133948.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134038.734375 Penalty: 3306.810547
	Iteration 3F: 3 clusters Score -134038.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -134094.328125 Penalty: 3306.810547
	Iteration 4Q: 3 clusters Score -134094.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134137.140625 Penalty: 3306.810547
	Iteration 5Q: 3 clusters Score -134137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134157.046875 Penalty: 3306.810547
	Iteration 6Q: 3 clusters Score -134157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134186.890625 Penalty: 3306.810547
	Iteration 7Q: 3 clusters Score -134186.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134216.078125 Penalty: 3306.810547
	Iteration 8Q: 3 clusters Score -134216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134231.109375 Penalty: 3306.810547
	Iteration 9Q: 3 clusters Score -134231.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -134238.171875 Penalty: 3306.810547
	Iteration 10Q: 3 clusters Score -134238.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134239.546875 Penalty: 3306.810547
	Iteration 11Q: 3 clusters Score -134239.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134240.234375 Penalty: 3306.810547
	Iteration 12Q: 3 clusters Score -134240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -134249.718750 Penalty: 3306.810547
	Iteration 13Q: 3 clusters Score -134249.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -134254.687500 Penalty: 3306.810547
	Iteration 14Q: 3 clusters Score -134254.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134255.515625 Penalty: 3306.810547
	Iteration 15Q: 3 clusters Score -134255.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -134255.515625 Penalty: 3306.810547
	Iteration 16F: 3 clusters Score -134255.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Entering Unmasked Estep 
Score: -4841777.500000 Penalty: 2519.629150
	Iteration 0F: 2 clusters Score -4841778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -4824026.500000 Penalty: 5039.258301
	Iteration 0F: 3 clusters Score -4824026 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4830109.000000 Penalty: 5039.258301
	Iteration 1F: 3 clusters Score -4830109 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -4830456.500000 Penalty: 5039.258301
	Iteration 2Q: 3 clusters Score -4830456 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -4830781.500000 Penalty: 5039.258301
	Iteration 3Q: 3 clusters Score -4830782 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -4831039.500000 Penalty: 5039.258301
	Iteration 4Q: 3 clusters Score -4831040 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -4831302.500000 Penalty: 5039.258301
	Iteration 5Q: 3 clusters Score -4831302 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4831606.000000 Penalty: 5039.258301
	Iteration 6Q: 3 clusters Score -4831606 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -4831868.500000 Penalty: 5039.258301
	Iteration 7Q: 3 clusters Score -4831868 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -4832261.500000 Penalty: 5039.258301
	Iteration 8Q: 3 clusters Score -4832262 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -4832799.500000 Penalty: 5039.258301
	Iteration 9Q: 3 clusters Score -4832800 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4833530.500000 Penalty: 5039.258301
	Iteration 10Q: 3 clusters Score -4833530 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4834461.500000 Penalty: 5039.258301
	Iteration 11F: 3 clusters Score -4834462 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -4835543.500000 Penalty: 5039.258301
	Iteration 12F: 3 clusters Score -4835544 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4836547.000000 Penalty: 5039.258301
	Iteration 13F: 3 clusters Score -4836547 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -4837383.000000 Penalty: 5039.258301
	Iteration 14Q: 3 clusters Score -4837383 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -4838010.000000 Penalty: 5039.258301
	Iteration 15Q: 3 clusters Score -4838010 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4838487.000000 Penalty: 5039.258301
	Iteration 16Q: 3 clusters Score -4838487 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -4838795.000000 Penalty: 5039.258301
	Iteration 17Q: 3 clusters Score -4838795 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -4839032.500000 Penalty: 5039.258301
	Iteration 18Q: 3 clusters Score -4839032 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4839192.000000 Penalty: 5039.258301
	Iteration 19Q: 3 clusters Score -4839192 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -4839317.500000 Penalty: 5039.258301
	Iteration 20F: 3 clusters Score -4839318 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4839411.500000 Penalty: 5039.258301
	Iteration 21Q: 3 clusters Score -4839412 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -4839469.500000 Penalty: 5039.258301
	Iteration 22Q: 3 clusters Score -4839470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -4839520.500000 Penalty: 5039.258301
	Iteration 23Q: 3 clusters Score -4839520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -4839554.000000 Penalty: 5039.258301
	Iteration 24Q: 3 clusters Score -4839554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4839591.500000 Penalty: 5039.258301
	Iteration 25Q: 3 clusters Score -4839592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4839611.500000 Penalty: 5039.258301
	Iteration 26Q: 3 clusters Score -4839612 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -4839638.000000 Penalty: 5039.258301
	Iteration 27Q: 3 clusters Score -4839638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -4839650.000000 Penalty: 5039.258301
	Iteration 28Q: 3 clusters Score -4839650 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4839644.000000 Penalty: 5039.258301
	Iteration 29Q: 3 clusters Score -4839644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4839661.000000 Penalty: 5039.258301
	Iteration 30Q: 3 clusters Score -4839661 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -4839672.500000 Penalty: 5039.258301
	Iteration 31Q: 3 clusters Score -4839672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -4839675.500000 Penalty: 5039.258301
	Iteration 32Q: 3 clusters Score -4839676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4839687.500000 Penalty: 5039.258301
	Iteration 33Q: 3 clusters Score -4839688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -4839686.000000 Penalty: 5039.258301
	Iteration 34Q: 3 clusters Score -4839686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4839691.500000 Penalty: 5039.258301
	Iteration 35Q: 3 clusters Score -4839692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -4839697.500000 Penalty: 5039.258301
	Iteration 36Q: 3 clusters Score -4839698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4839696.500000 Penalty: 5039.258301
	Iteration 37Q: 3 clusters Score -4839696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4839706.000000 Penalty: 5039.258301
	Iteration 38Q: 3 clusters Score -4839706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -4839704.000000 Penalty: 5039.258301
	Iteration 39Q: 3 clusters Score -4839704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -4839703.000000 Penalty: 5039.258301
	Iteration 40F: 3 clusters Score -4839703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -4839712.000000 Penalty: 5039.258301
	Iteration 41Q: 3 clusters Score -4839712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -4839711.500000 Penalty: 5039.258301
	Iteration 42Q: 3 clusters Score -4839712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4839712.500000 Penalty: 5039.258301
	Iteration 43Q: 3 clusters Score -4839712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4839711.000000 Penalty: 5039.258301
	Iteration 44Q: 3 clusters Score -4839711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -4839713.000000 Penalty: 5039.258301
	Iteration 45Q: 3 clusters Score -4839713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4839713.000000 Penalty: 5039.258301
	Iteration 46Q: 3 clusters Score -4839713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4839712.000000 Penalty: 5039.258301
	Iteration 47Q: 3 clusters Score -4839712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 25037 members 
Entering Unmasked Estep 
Score: -4839711.500000 Penalty: 5039.258301
	Iteration 48Q: 3 clusters Score -4839712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -4839713.000000 Penalty: 5039.258301
	Iteration 49Q: 3 clusters Score -4839713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4839722.000000 Penalty: 5039.258301
	Iteration 50Q: 3 clusters Score -4839722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4839724.000000 Penalty: 5039.258301
	Iteration 51Q: 3 clusters Score -4839724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -4839724.000000 Penalty: 5039.258301
	Iteration 52Q: 3 clusters Score -4839724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4839721.500000 Penalty: 5039.258301
	Iteration 53Q: 3 clusters Score -4839722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -4839721.500000 Penalty: 5039.258301
	Iteration 54F: 3 clusters Score -4839722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47580 members 
Entering Unmasked Estep 
Score: -8957803.000000 Penalty: 2671.001465
	Iteration 0F: 2 clusters Score -8957803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8927529.000000 Penalty: 5342.002930
	Iteration 0F: 3 clusters Score -8927529 nChanged 21954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -8939657.000000 Penalty: 5342.002930
	Iteration 1F: 3 clusters Score -8939657 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8940240.000000 Penalty: 5342.002930
	Iteration 2Q: 3 clusters Score -8940240 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8940759.000000 Penalty: 5342.002930
	Iteration 3Q: 3 clusters Score -8940759 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -8941436.000000 Penalty: 5342.002930
	Iteration 4Q: 3 clusters Score -8941436 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -8942318.000000 Penalty: 5342.002930
	Iteration 5Q: 3 clusters Score -8942318 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -8943876.000000 Penalty: 5342.002930
	Iteration 6F: 3 clusters Score -8943876 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -8946286.000000 Penalty: 5342.002930
	Iteration 7F: 3 clusters Score -8946286 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8948968.000000 Penalty: 5342.002930
	Iteration 8F: 3 clusters Score -8948968 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -8950969.000000 Penalty: 5342.002930
	Iteration 9F: 3 clusters Score -8950969 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -8951977.000000 Penalty: 5342.002930
	Iteration 10Q: 3 clusters Score -8951977 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -8952811.000000 Penalty: 5342.002930
	Iteration 11Q: 3 clusters Score -8952811 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -8953550.000000 Penalty: 5342.002930
	Iteration 12Q: 3 clusters Score -8953550 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -8954097.000000 Penalty: 5342.002930
	Iteration 13Q: 3 clusters Score -8954097 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -8954605.000000 Penalty: 5342.002930
	Iteration 14Q: 3 clusters Score -8954605 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -8954922.000000 Penalty: 5342.002930
	Iteration 15Q: 3 clusters Score -8954922 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8955142.000000 Penalty: 5342.002930
	Iteration 16Q: 3 clusters Score -8955142 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -8955270.000000 Penalty: 5342.002930
	Iteration 17Q: 3 clusters Score -8955270 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -8955330.000000 Penalty: 5342.002930
	Iteration 18Q: 3 clusters Score -8955330 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -8955394.000000 Penalty: 5342.002930
	Iteration 19Q: 3 clusters Score -8955394 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8955430.000000 Penalty: 5342.002930
	Iteration 20F: 3 clusters Score -8955430 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -8955454.000000 Penalty: 5342.002930
	Iteration 21Q: 3 clusters Score -8955454 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -8955477.000000 Penalty: 5342.002930
	Iteration 22Q: 3 clusters Score -8955477 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -8955539.000000 Penalty: 5342.002930
	Iteration 23Q: 3 clusters Score -8955539 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8955545.000000 Penalty: 5342.002930
	Iteration 24Q: 3 clusters Score -8955545 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -8955537.000000 Penalty: 5342.002930
	Iteration 25Q: 3 clusters Score -8955537 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33218 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8955545.000000 Penalty: 5342.002930
	Iteration 26Q: 3 clusters Score -8955545 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -8955478.000000 Penalty: 5342.002930
	Iteration 27Q: 3 clusters Score -8955478 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -8955378.000000 Penalty: 5342.002930
	Iteration 28Q: 3 clusters Score -8955378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -8955448.000000 Penalty: 5342.002930
	Iteration 29Q: 3 clusters Score -8955448 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -8955470.000000 Penalty: 5342.002930
	Iteration 30Q: 3 clusters Score -8955470 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8955460.000000 Penalty: 5342.002930
	Iteration 31Q: 3 clusters Score -8955460 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -8955422.000000 Penalty: 5342.002930
	Iteration 32Q: 3 clusters Score -8955422 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8955412.000000 Penalty: 5342.002930
	Iteration 33Q: 3 clusters Score -8955412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -8955418.000000 Penalty: 5342.002930
	Iteration 34Q: 3 clusters Score -8955418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -8955395.000000 Penalty: 5342.002930
	Iteration 35Q: 3 clusters Score -8955395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -8955396.000000 Penalty: 5342.002930
	Iteration 36Q: 3 clusters Score -8955396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -8955398.000000 Penalty: 5342.002930
	Iteration 37Q: 3 clusters Score -8955398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8955400.000000 Penalty: 5342.002930
	Iteration 38Q: 3 clusters Score -8955400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8955400.000000 Penalty: 5342.002930
	Iteration 39F: 3 clusters Score -8955400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -194389.875000 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194389.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -194849.015625 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -194849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -195030.968750 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -195031 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195116.125000 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -195116.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -195176.656250 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -195176.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -195214.390625 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -195214.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195241.359375 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -195241.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195262.812500 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -195262.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -195289.093750 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -195289.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195326.500000 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -195326.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195363.562500 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -195363.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -195403.062500 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -195403.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195444.234375 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -195444.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -195473.421875 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -195473.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195484.687500 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -195484.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195493.593750 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -195493.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -195502.046875 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -195502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195513.218750 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -195513.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -195531.250000 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -195531.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -195545.515625 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -195545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -195568.453125 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -195568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195607.484375 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -195607.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -195640.656250 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -195640.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -195648.031250 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -195648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -195656.718750 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -195656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195663.656250 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -195663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -195671.484375 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -195671.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195674.140625 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -195674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195674.140625 Penalty: 3516.678223
	Iteration 28F: 3 clusters Score -195674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (26645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Entering Unmasked Estep 
Score: -4980175.000000 Penalty: 2527.208496
	Iteration 0F: 2 clusters Score -4980175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4961886.500000 Penalty: 5054.416992
	Iteration 0F: 3 clusters Score -4961886 nChanged 11901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -4968242.000000 Penalty: 5054.416992
	Iteration 1F: 3 clusters Score -4968242 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -4968604.500000 Penalty: 5054.416992
	Iteration 2Q: 3 clusters Score -4968604 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -4968856.500000 Penalty: 5054.416992
	Iteration 3Q: 3 clusters Score -4968856 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -4969105.000000 Penalty: 5054.416992
	Iteration 4Q: 3 clusters Score -4969105 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -4969302.000000 Penalty: 5054.416992
	Iteration 5Q: 3 clusters Score -4969302 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -4969585.500000 Penalty: 5054.416992
	Iteration 6Q: 3 clusters Score -4969586 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4969859.500000 Penalty: 5054.416992
	Iteration 7Q: 3 clusters Score -4969860 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -4970260.500000 Penalty: 5054.416992
	Iteration 8Q: 3 clusters Score -4970260 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -4970860.500000 Penalty: 5054.416992
	Iteration 9Q: 3 clusters Score -4970860 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4971750.500000 Penalty: 5054.416992
	Iteration 10F: 3 clusters Score -4971750 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -4972944.500000 Penalty: 5054.416992
	Iteration 11F: 3 clusters Score -4972944 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -4974512.500000 Penalty: 5054.416992
	Iteration 12F: 3 clusters Score -4974512 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4976110.500000 Penalty: 5054.416992
	Iteration 13F: 3 clusters Score -4976110 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4977142.500000 Penalty: 5054.416992
	Iteration 14Q: 3 clusters Score -4977142 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -4977598.000000 Penalty: 5054.416992
	Iteration 15Q: 3 clusters Score -4977598 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4977782.500000 Penalty: 5054.416992
	Iteration 16Q: 3 clusters Score -4977782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -4977871.500000 Penalty: 5054.416992
	Iteration 17Q: 3 clusters Score -4977872 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -4977923.000000 Penalty: 5054.416992
	Iteration 18Q: 3 clusters Score -4977923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4977951.500000 Penalty: 5054.416992
	Iteration 19Q: 3 clusters Score -4977952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -4977969.500000 Penalty: 5054.416992
	Iteration 20F: 3 clusters Score -4977970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -4977973.500000 Penalty: 5054.416992
	Iteration 21Q: 3 clusters Score -4977974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -4977975.500000 Penalty: 5054.416992
	Iteration 22Q: 3 clusters Score -4977976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -4977984.000000 Penalty: 5054.416992
	Iteration 23Q: 3 clusters Score -4977984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -4977987.000000 Penalty: 5054.416992
	Iteration 24Q: 3 clusters Score -4977987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -4977985.500000 Penalty: 5054.416992
	Iteration 25Q: 3 clusters Score -4977986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4977984.500000 Penalty: 5054.416992
	Iteration 26Q: 3 clusters Score -4977984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4977984.500000 Penalty: 5054.416992
	Iteration 27F: 3 clusters Score -4977984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -377886.781250 Penalty: 1897.359863
	Iteration 0F: 2 clusters Score -377886.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -375192.656250 Penalty: 3794.719727
	Iteration 0F: 3 clusters Score -375192.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -375720.625000 Penalty: 3794.719727
	Iteration 1F: 3 clusters Score -375720.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -375875.437500 Penalty: 3794.719727
	Iteration 2F: 3 clusters Score -375875.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -375955.343750 Penalty: 3794.719727
	Iteration 3Q: 3 clusters Score -375955.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376015.687500 Penalty: 3794.719727
	Iteration 4Q: 3 clusters Score -376015.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -376057.062500 Penalty: 3794.719727
	Iteration 5Q: 3 clusters Score -376057.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -376086.968750 Penalty: 3794.719727
	Iteration 6Q: 3 clusters Score -376087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376105.687500 Penalty: 3794.719727
	Iteration 7Q: 3 clusters Score -376105.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376123.093750 Penalty: 3794.719727
	Iteration 8Q: 3 clusters Score -376123.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376142.875000 Penalty: 3794.719727
	Iteration 9Q: 3 clusters Score -376142.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -376164.593750 Penalty: 3794.719727
	Iteration 10Q: 3 clusters Score -376164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376181.062500 Penalty: 3794.719727
	Iteration 11Q: 3 clusters Score -376181.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -376195.468750 Penalty: 3794.719727
	Iteration 12Q: 3 clusters Score -376195.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -376216.312500 Penalty: 3794.719727
	Iteration 13Q: 3 clusters Score -376216.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -376231.375000 Penalty: 3794.719727
	Iteration 14Q: 3 clusters Score -376231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376238.250000 Penalty: 3794.719727
	Iteration 15Q: 3 clusters Score -376238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -376245.437500 Penalty: 3794.719727
	Iteration 16Q: 3 clusters Score -376245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -376250.937500 Penalty: 3794.719727
	Iteration 17Q: 3 clusters Score -376250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -376254.531250 Penalty: 3794.719727
	Iteration 18Q: 3 clusters Score -376254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -376259.625000 Penalty: 3794.719727
	Iteration 19Q: 3 clusters Score -376259.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -376265.031250 Penalty: 3794.719727
	Iteration 20F: 3 clusters Score -376265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -376269.812500 Penalty: 3794.719727
	Iteration 21Q: 3 clusters Score -376269.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -376278.187500 Penalty: 3794.719727
	Iteration 22Q: 3 clusters Score -376278.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -376285.687500 Penalty: 3794.719727
	Iteration 23Q: 3 clusters Score -376285.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -376296.125000 Penalty: 3794.719727
	Iteration 24Q: 3 clusters Score -376296.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -376304.656250 Penalty: 3794.719727
	Iteration 25Q: 3 clusters Score -376304.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376312.406250 Penalty: 3794.719727
	Iteration 26Q: 3 clusters Score -376312.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -376318.843750 Penalty: 3794.719727
	Iteration 27Q: 3 clusters Score -376318.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -376322.187500 Penalty: 3794.719727
	Iteration 28Q: 3 clusters Score -376322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -376324.781250 Penalty: 3794.719727
	Iteration 29Q: 3 clusters Score -376324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376326.343750 Penalty: 3794.719727
	Iteration 30Q: 3 clusters Score -376326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -376326.343750 Penalty: 3794.719727
	Iteration 31F: 3 clusters Score -376326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Entering Unmasked Estep 
Score: -7636482.000000 Penalty: 2633.022217
	Iteration 0F: 2 clusters Score -7636482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7608967.000000 Penalty: 5266.044434
	Iteration 0F: 3 clusters Score -7608967 nChanged 18841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7619181.500000 Penalty: 5266.044434
	Iteration 1F: 3 clusters Score -7619182 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -7619753.000000 Penalty: 5266.044434
	Iteration 2Q: 3 clusters Score -7619753 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -7620593.000000 Penalty: 5266.044434
	Iteration 3Q: 3 clusters Score -7620593 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -7621975.000000 Penalty: 5266.044434
	Iteration 4F: 3 clusters Score -7621975 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -7623779.000000 Penalty: 5266.044434
	Iteration 5F: 3 clusters Score -7623779 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -7626321.500000 Penalty: 5266.044434
	Iteration 6F: 3 clusters Score -7626322 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -7629302.000000 Penalty: 5266.044434
	Iteration 7F: 3 clusters Score -7629302 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -7631924.500000 Penalty: 5266.044434
	Iteration 8F: 3 clusters Score -7631924 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7633305.500000 Penalty: 5266.044434
	Iteration 9Q: 3 clusters Score -7633306 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -7633823.000000 Penalty: 5266.044434
	Iteration 10Q: 3 clusters Score -7633823 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -7634018.000000 Penalty: 5266.044434
	Iteration 11Q: 3 clusters Score -7634018 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -7634148.000000 Penalty: 5266.044434
	Iteration 12Q: 3 clusters Score -7634148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -7634227.500000 Penalty: 5266.044434
	Iteration 13Q: 3 clusters Score -7634228 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7634317.000000 Penalty: 5266.044434
	Iteration 14Q: 3 clusters Score -7634317 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -7634382.000000 Penalty: 5266.044434
	Iteration 15Q: 3 clusters Score -7634382 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -7634442.000000 Penalty: 5266.044434
	Iteration 16Q: 3 clusters Score -7634442 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -7634498.500000 Penalty: 5266.044434
	Iteration 17Q: 3 clusters Score -7634498 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -7634517.000000 Penalty: 5266.044434
	Iteration 18Q: 3 clusters Score -7634517 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -7634552.000000 Penalty: 5266.044434
	Iteration 19Q: 3 clusters Score -7634552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -7634588.500000 Penalty: 5266.044434
	Iteration 20F: 3 clusters Score -7634588 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -7634622.500000 Penalty: 5266.044434
	Iteration 21Q: 3 clusters Score -7634622 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -7634649.000000 Penalty: 5266.044434
	Iteration 22Q: 3 clusters Score -7634649 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7634686.000000 Penalty: 5266.044434
	Iteration 23Q: 3 clusters Score -7634686 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7634708.000000 Penalty: 5266.044434
	Iteration 24Q: 3 clusters Score -7634708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7634719.000000 Penalty: 5266.044434
	Iteration 25Q: 3 clusters Score -7634719 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -7634713.000000 Penalty: 5266.044434
	Iteration 26Q: 3 clusters Score -7634713 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -7634718.000000 Penalty: 5266.044434
	Iteration 27Q: 3 clusters Score -7634718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -7634776.500000 Penalty: 5266.044434
	Iteration 28Q: 3 clusters Score -7634776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36487 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7634818.500000 Penalty: 5266.044434
	Iteration 29Q: 3 clusters Score -7634818 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7634832.500000 Penalty: 5266.044434
	Iteration 30Q: 3 clusters Score -7634832 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -7634860.000000 Penalty: 5266.044434
	Iteration 31Q: 3 clusters Score -7634860 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7634887.000000 Penalty: 5266.044434
	Iteration 32Q: 3 clusters Score -7634887 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7634892.500000 Penalty: 5266.044434
	Iteration 33Q: 3 clusters Score -7634892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7634884.000000 Penalty: 5266.044434
	Iteration 34Q: 3 clusters Score -7634884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -7634900.500000 Penalty: 5266.044434
	Iteration 35Q: 3 clusters Score -7634900 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7634918.500000 Penalty: 5266.044434
	Iteration 36Q: 3 clusters Score -7634918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7634933.000000 Penalty: 5266.044434
	Iteration 37Q: 3 clusters Score -7634933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -7634936.000000 Penalty: 5266.044434
	Iteration 38Q: 3 clusters Score -7634936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7634949.000000 Penalty: 5266.044434
	Iteration 39Q: 3 clusters Score -7634949 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7634955.500000 Penalty: 5266.044434
	Iteration 40F: 3 clusters Score -7634956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -7634957.500000 Penalty: 5266.044434
	Iteration 41Q: 3 clusters Score -7634958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7634950.000000 Penalty: 5266.044434
	Iteration 42Q: 3 clusters Score -7634950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -7634951.000000 Penalty: 5266.044434
	Iteration 43Q: 3 clusters Score -7634951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -7634959.000000 Penalty: 5266.044434
	Iteration 44Q: 3 clusters Score -7634959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -7634959.500000 Penalty: 5266.044434
	Iteration 45Q: 3 clusters Score -7634960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7634950.500000 Penalty: 5266.044434
	Iteration 46Q: 3 clusters Score -7634950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -7634959.000000 Penalty: 5266.044434
	Iteration 47Q: 3 clusters Score -7634959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7634968.000000 Penalty: 5266.044434
	Iteration 48Q: 3 clusters Score -7634968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7634970.500000 Penalty: 5266.044434
	Iteration 49Q: 3 clusters Score -7634970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7634990.000000 Penalty: 5266.044434
	Iteration 50Q: 3 clusters Score -7634990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7634997.000000 Penalty: 5266.044434
	Iteration 51Q: 3 clusters Score -7634997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7635002.500000 Penalty: 5266.044434
	Iteration 52Q: 3 clusters Score -7635002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7635005.500000 Penalty: 5266.044434
	Iteration 53Q: 3 clusters Score -7635006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -7634997.000000 Penalty: 5266.044434
	Iteration 54Q: 3 clusters Score -7634997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7634994.000000 Penalty: 5266.044434
	Iteration 55Q: 3 clusters Score -7634994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7634993.000000 Penalty: 5266.044434
	Iteration 56Q: 3 clusters Score -7634993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7634997.000000 Penalty: 5266.044434
	Iteration 57Q: 3 clusters Score -7634997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7635001.500000 Penalty: 5266.044434
	Iteration 58Q: 3 clusters Score -7635002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7635004.500000 Penalty: 5266.044434
	Iteration 59Q: 3 clusters Score -7635004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7635000.500000 Penalty: 5266.044434
	Iteration 60F: 3 clusters Score -7635000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -7635005.500000 Penalty: 5266.044434
	Iteration 61Q: 3 clusters Score -7635006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7635004.000000 Penalty: 5266.044434
	Iteration 62Q: 3 clusters Score -7635004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7635008.000000 Penalty: 5266.044434
	Iteration 63Q: 3 clusters Score -7635008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7635013.000000 Penalty: 5266.044434
	Iteration 64Q: 3 clusters Score -7635013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7635008.000000 Penalty: 5266.044434
	Iteration 65Q: 3 clusters Score -7635008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7635006.000000 Penalty: 5266.044434
	Iteration 66Q: 3 clusters Score -7635006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7635002.500000 Penalty: 5266.044434
	Iteration 67Q: 3 clusters Score -7635002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7635007.000000 Penalty: 5266.044434
	Iteration 68Q: 3 clusters Score -7635007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -7635019.000000 Penalty: 5266.044434
	Iteration 69Q: 3 clusters Score -7635019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -7635013.000000 Penalty: 5266.044434
	Iteration 70Q: 3 clusters Score -7635013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7635007.000000 Penalty: 5266.044434
	Iteration 71Q: 3 clusters Score -7635007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -7635013.500000 Penalty: 5266.044434
	Iteration 72Q: 3 clusters Score -7635014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7635022.000000 Penalty: 5266.044434
	Iteration 73Q: 3 clusters Score -7635022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7635022.500000 Penalty: 5266.044434
	Iteration 74Q: 3 clusters Score -7635022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7635019.500000 Penalty: 5266.044434
	Iteration 75Q: 3 clusters Score -7635020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7635019.500000 Penalty: 5266.044434
	Iteration 76Q: 3 clusters Score -7635020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -7635021.000000 Penalty: 5266.044434
	Iteration 77Q: 3 clusters Score -7635021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7635019.000000 Penalty: 5266.044434
	Iteration 78Q: 3 clusters Score -7635019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7635018.000000 Penalty: 5266.044434
	Iteration 79Q: 3 clusters Score -7635018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -7635017.500000 Penalty: 5266.044434
	Iteration 80F: 3 clusters Score -7635018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7635017.500000 Penalty: 5266.044434
	Iteration 81Q: 3 clusters Score -7635018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7635026.000000 Penalty: 5266.044434
	Iteration 82Q: 3 clusters Score -7635026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7635021.000000 Penalty: 5266.044434
	Iteration 83Q: 3 clusters Score -7635021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7635022.500000 Penalty: 5266.044434
	Iteration 84Q: 3 clusters Score -7635022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7635026.500000 Penalty: 5266.044434
	Iteration 85Q: 3 clusters Score -7635026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7635017.500000 Penalty: 5266.044434
	Iteration 86Q: 3 clusters Score -7635018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7635017.500000 Penalty: 5266.044434
	Iteration 87F: 3 clusters Score -7635018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -7645640.500000 Penalty: 2633.325928
	Iteration 0F: 2 clusters Score -7645640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -7618333.500000 Penalty: 5266.651855
	Iteration 0F: 3 clusters Score -7618334 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -7628629.500000 Penalty: 5266.651855
	Iteration 1F: 3 clusters Score -7628630 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -7629236.000000 Penalty: 5266.651855
	Iteration 2Q: 3 clusters Score -7629236 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7629945.500000 Penalty: 5266.651855
	Iteration 3Q: 3 clusters Score -7629946 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -7630967.500000 Penalty: 5266.651855
	Iteration 4Q: 3 clusters Score -7630968 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -7632195.500000 Penalty: 5266.651855
	Iteration 5F: 3 clusters Score -7632196 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -7633835.000000 Penalty: 5266.651855
	Iteration 6F: 3 clusters Score -7633835 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -7635899.500000 Penalty: 5266.651855
	Iteration 7F: 3 clusters Score -7635900 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -7638399.000000 Penalty: 5266.651855
	Iteration 8F: 3 clusters Score -7638399 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -7640860.500000 Penalty: 5266.651855
	Iteration 9F: 3 clusters Score -7640860 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -7642350.000000 Penalty: 5266.651855
	Iteration 10Q: 3 clusters Score -7642350 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -7642957.000000 Penalty: 5266.651855
	Iteration 11Q: 3 clusters Score -7642957 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7643187.000000 Penalty: 5266.651855
	Iteration 12Q: 3 clusters Score -7643187 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -7643353.500000 Penalty: 5266.651855
	Iteration 13Q: 3 clusters Score -7643354 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29470 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -7643419.000000 Penalty: 5266.651855
	Iteration 14Q: 3 clusters Score -7643419 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -7643481.500000 Penalty: 5266.651855
	Iteration 15Q: 3 clusters Score -7643482 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -7643499.000000 Penalty: 5266.651855
	Iteration 16Q: 3 clusters Score -7643499 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -7643543.500000 Penalty: 5266.651855
	Iteration 17Q: 3 clusters Score -7643544 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -7643576.500000 Penalty: 5266.651855
	Iteration 18Q: 3 clusters Score -7643576 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -7643611.000000 Penalty: 5266.651855
	Iteration 19Q: 3 clusters Score -7643611 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -7643665.500000 Penalty: 5266.651855
	Iteration 20F: 3 clusters Score -7643666 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -7643684.000000 Penalty: 5266.651855
	Iteration 21Q: 3 clusters Score -7643684 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -7643724.500000 Penalty: 5266.651855
	Iteration 22Q: 3 clusters Score -7643724 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -7643766.000000 Penalty: 5266.651855
	Iteration 23Q: 3 clusters Score -7643766 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -7643778.000000 Penalty: 5266.651855
	Iteration 24Q: 3 clusters Score -7643778 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -7643807.000000 Penalty: 5266.651855
	Iteration 25Q: 3 clusters Score -7643807 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -7643834.500000 Penalty: 5266.651855
	Iteration 26Q: 3 clusters Score -7643834 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -7643869.500000 Penalty: 5266.651855
	Iteration 27Q: 3 clusters Score -7643870 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -7643877.000000 Penalty: 5266.651855
	Iteration 28Q: 3 clusters Score -7643877 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7643895.500000 Penalty: 5266.651855
	Iteration 29Q: 3 clusters Score -7643896 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -7643942.000000 Penalty: 5266.651855
	Iteration 30Q: 3 clusters Score -7643942 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -7643949.000000 Penalty: 5266.651855
	Iteration 31Q: 3 clusters Score -7643949 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7643986.000000 Penalty: 5266.651855
	Iteration 32Q: 3 clusters Score -7643986 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -7643988.000000 Penalty: 5266.651855
	Iteration 33Q: 3 clusters Score -7643988 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -7644032.000000 Penalty: 5266.651855
	Iteration 34Q: 3 clusters Score -7644032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -7644071.000000 Penalty: 5266.651855
	Iteration 35Q: 3 clusters Score -7644071 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -7644062.000000 Penalty: 5266.651855
	Iteration 36Q: 3 clusters Score -7644062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7644135.000000 Penalty: 5266.651855
	Iteration 37Q: 3 clusters Score -7644135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -7644128.500000 Penalty: 5266.651855
	Iteration 38Q: 3 clusters Score -7644128 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7644152.500000 Penalty: 5266.651855
	Iteration 39Q: 3 clusters Score -7644152 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -7644165.500000 Penalty: 5266.651855
	Iteration 40F: 3 clusters Score -7644166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7644200.500000 Penalty: 5266.651855
	Iteration 41Q: 3 clusters Score -7644200 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -7644203.000000 Penalty: 5266.651855
	Iteration 42Q: 3 clusters Score -7644203 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -7644224.500000 Penalty: 5266.651855
	Iteration 43Q: 3 clusters Score -7644224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -7644237.500000 Penalty: 5266.651855
	Iteration 44Q: 3 clusters Score -7644238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -7644249.000000 Penalty: 5266.651855
	Iteration 45Q: 3 clusters Score -7644249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7644270.000000 Penalty: 5266.651855
	Iteration 46Q: 3 clusters Score -7644270 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7644250.000000 Penalty: 5266.651855
	Iteration 47Q: 3 clusters Score -7644250 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7644238.000000 Penalty: 5266.651855
	Iteration 48Q: 3 clusters Score -7644238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7644260.000000 Penalty: 5266.651855
	Iteration 49Q: 3 clusters Score -7644260 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7644246.500000 Penalty: 5266.651855
	Iteration 50Q: 3 clusters Score -7644246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7644243.500000 Penalty: 5266.651855
	Iteration 51Q: 3 clusters Score -7644244 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -7644251.500000 Penalty: 5266.651855
	Iteration 52Q: 3 clusters Score -7644252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -7644277.000000 Penalty: 5266.651855
	Iteration 53Q: 3 clusters Score -7644277 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7644291.000000 Penalty: 5266.651855
	Iteration 54Q: 3 clusters Score -7644291 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7644280.000000 Penalty: 5266.651855
	Iteration 55Q: 3 clusters Score -7644280 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7644273.500000 Penalty: 5266.651855
	Iteration 56Q: 3 clusters Score -7644274 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7644277.500000 Penalty: 5266.651855
	Iteration 57Q: 3 clusters Score -7644278 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7644277.500000 Penalty: 5266.651855
	Iteration 58Q: 3 clusters Score -7644278 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7644265.000000 Penalty: 5266.651855
	Iteration 59Q: 3 clusters Score -7644265 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -7644296.000000 Penalty: 5266.651855
	Iteration 60F: 3 clusters Score -7644296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7644304.500000 Penalty: 5266.651855
	Iteration 61Q: 3 clusters Score -7644304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7644299.000000 Penalty: 5266.651855
	Iteration 62Q: 3 clusters Score -7644299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7644297.000000 Penalty: 5266.651855
	Iteration 63Q: 3 clusters Score -7644297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7644301.000000 Penalty: 5266.651855
	Iteration 64Q: 3 clusters Score -7644301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7644302.000000 Penalty: 5266.651855
	Iteration 65Q: 3 clusters Score -7644302 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7644306.000000 Penalty: 5266.651855
	Iteration 66Q: 3 clusters Score -7644306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7644303.000000 Penalty: 5266.651855
	Iteration 67Q: 3 clusters Score -7644303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7644315.000000 Penalty: 5266.651855
	Iteration 68Q: 3 clusters Score -7644315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7644325.500000 Penalty: 5266.651855
	Iteration 69Q: 3 clusters Score -7644326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7644319.500000 Penalty: 5266.651855
	Iteration 70Q: 3 clusters Score -7644320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7644334.500000 Penalty: 5266.651855
	Iteration 71Q: 3 clusters Score -7644334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7644320.000000 Penalty: 5266.651855
	Iteration 72Q: 3 clusters Score -7644320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7644325.000000 Penalty: 5266.651855
	Iteration 73Q: 3 clusters Score -7644325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7644311.000000 Penalty: 5266.651855
	Iteration 74Q: 3 clusters Score -7644311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7644322.500000 Penalty: 5266.651855
	Iteration 75Q: 3 clusters Score -7644322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7644318.500000 Penalty: 5266.651855
	Iteration 76Q: 3 clusters Score -7644318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7644320.000000 Penalty: 5266.651855
	Iteration 77Q: 3 clusters Score -7644320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7644307.000000 Penalty: 5266.651855
	Iteration 78Q: 3 clusters Score -7644307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7644304.500000 Penalty: 5266.651855
	Iteration 79Q: 3 clusters Score -7644304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7644309.000000 Penalty: 5266.651855
	Iteration 80F: 3 clusters Score -7644309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7644310.000000 Penalty: 5266.651855
	Iteration 81Q: 3 clusters Score -7644310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7644314.000000 Penalty: 5266.651855
	Iteration 82Q: 3 clusters Score -7644314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7644302.000000 Penalty: 5266.651855
	Iteration 83Q: 3 clusters Score -7644302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7644300.500000 Penalty: 5266.651855
	Iteration 84Q: 3 clusters Score -7644300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7644298.000000 Penalty: 5266.651855
	Iteration 85Q: 3 clusters Score -7644298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7644300.500000 Penalty: 5266.651855
	Iteration 86Q: 3 clusters Score -7644300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7644291.000000 Penalty: 5266.651855
	Iteration 87Q: 3 clusters Score -7644291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7644286.500000 Penalty: 5266.651855
	Iteration 88Q: 3 clusters Score -7644286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7644291.000000 Penalty: 5266.651855
	Iteration 89Q: 3 clusters Score -7644291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7644288.500000 Penalty: 5266.651855
	Iteration 90Q: 3 clusters Score -7644288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7644285.500000 Penalty: 5266.651855
	Iteration 91Q: 3 clusters Score -7644286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7644287.500000 Penalty: 5266.651855
	Iteration 92Q: 3 clusters Score -7644288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -7644293.000000 Penalty: 5266.651855
	Iteration 93Q: 3 clusters Score -7644293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -7644292.000000 Penalty: 5266.651855
	Iteration 94Q: 3 clusters Score -7644292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7644293.500000 Penalty: 5266.651855
	Iteration 95Q: 3 clusters Score -7644294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7644293.000000 Penalty: 5266.651855
	Iteration 96Q: 3 clusters Score -7644293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7644300.500000 Penalty: 5266.651855
	Iteration 97Q: 3 clusters Score -7644300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7644293.000000 Penalty: 5266.651855
	Iteration 98Q: 3 clusters Score -7644293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7644283.500000 Penalty: 5266.651855
	Iteration 99Q: 3 clusters Score -7644284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7644288.000000 Penalty: 5266.651855
	Iteration 100F: 3 clusters Score -7644288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7644286.500000 Penalty: 5266.651855
	Iteration 101Q: 3 clusters Score -7644286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7644287.500000 Penalty: 5266.651855
	Iteration 102Q: 3 clusters Score -7644288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7644284.500000 Penalty: 5266.651855
	Iteration 103Q: 3 clusters Score -7644284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7644284.500000 Penalty: 5266.651855
	Iteration 104F: 3 clusters Score -7644284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59871.910156 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59871.91 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60180.609375 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60180.61 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -60342.585938 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60342.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -60447.812500 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -60447.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60526.132812 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60526.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60568.800781 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60642.589844 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60642.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60724.664062 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60724.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -60769.941406 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60769.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -60803.343750 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60803.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60812.273438 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60812.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -60812.273438 Penalty: 3120.618408
	Iteration 11F: 3 clusters Score -60812.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Entering Unmasked Estep 
Score: -9293542.000000 Penalty: 2681.337891
	Iteration 0F: 2 clusters Score -9293542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -9262631.000000 Penalty: 5362.675781
	Iteration 0F: 3 clusters Score -9262631 nChanged 22890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -9275179.000000 Penalty: 5362.675781
	Iteration 1F: 3 clusters Score -9275179 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -9275633.000000 Penalty: 5362.675781
	Iteration 2Q: 3 clusters Score -9275633 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -9276112.000000 Penalty: 5362.675781
	Iteration 3Q: 3 clusters Score -9276112 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -9276440.000000 Penalty: 5362.675781
	Iteration 4Q: 3 clusters Score -9276440 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -9276785.000000 Penalty: 5362.675781
	Iteration 5Q: 3 clusters Score -9276785 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -9277108.000000 Penalty: 5362.675781
	Iteration 6Q: 3 clusters Score -9277108 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -9277630.000000 Penalty: 5362.675781
	Iteration 7Q: 3 clusters Score -9277630 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -9278411.000000 Penalty: 5362.675781
	Iteration 8Q: 3 clusters Score -9278411 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -9279865.000000 Penalty: 5362.675781
	Iteration 9F: 3 clusters Score -9279865 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -9282164.000000 Penalty: 5362.675781
	Iteration 10F: 3 clusters Score -9282164 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -9285132.000000 Penalty: 5362.675781
	Iteration 11F: 3 clusters Score -9285132 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -9288005.000000 Penalty: 5362.675781
	Iteration 12F: 3 clusters Score -9288005 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -9289540.000000 Penalty: 5362.675781
	Iteration 13F: 3 clusters Score -9289540 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9290532.000000 Penalty: 5362.675781
	Iteration 14Q: 3 clusters Score -9290532 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9290946.000000 Penalty: 5362.675781
	Iteration 15Q: 3 clusters Score -9290946 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49260 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9291114.000000 Penalty: 5362.675781
	Iteration 16Q: 3 clusters Score -9291114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9291181.000000 Penalty: 5362.675781
	Iteration 17Q: 3 clusters Score -9291181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9291214.000000 Penalty: 5362.675781
	Iteration 18Q: 3 clusters Score -9291214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9291238.000000 Penalty: 5362.675781
	Iteration 19Q: 3 clusters Score -9291238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9291256.000000 Penalty: 5362.675781
	Iteration 20F: 3 clusters Score -9291256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9291268.000000 Penalty: 5362.675781
	Iteration 21Q: 3 clusters Score -9291268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9291271.000000 Penalty: 5362.675781
	Iteration 22Q: 3 clusters Score -9291271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9291286.000000 Penalty: 5362.675781
	Iteration 23Q: 3 clusters Score -9291286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9291280.000000 Penalty: 5362.675781
	Iteration 24Q: 3 clusters Score -9291280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9291293.000000 Penalty: 5362.675781
	Iteration 25Q: 3 clusters Score -9291293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9291290.000000 Penalty: 5362.675781
	Iteration 26Q: 3 clusters Score -9291290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9291305.000000 Penalty: 5362.675781
	Iteration 27Q: 3 clusters Score -9291305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9291303.000000 Penalty: 5362.675781
	Iteration 28Q: 3 clusters Score -9291303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9291293.000000 Penalty: 5362.675781
	Iteration 29Q: 3 clusters Score -9291293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9291293.000000 Penalty: 5362.675781
	Iteration 30F: 3 clusters Score -9291293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Entering Unmasked Estep 
Score: -8252346.000000 Penalty: 2650.087158
	Iteration 0F: 2 clusters Score -8252346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -8223077.500000 Penalty: 5300.174316
	Iteration 0F: 3 clusters Score -8223078 nChanged 20265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8234214.000000 Penalty: 5300.174316
	Iteration 1F: 3 clusters Score -8234214 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8234757.500000 Penalty: 5300.174316
	Iteration 2Q: 3 clusters Score -8234758 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8235236.000000 Penalty: 5300.174316
	Iteration 3Q: 3 clusters Score -8235236 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -8235869.000000 Penalty: 5300.174316
	Iteration 4Q: 3 clusters Score -8235869 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8236536.000000 Penalty: 5300.174316
	Iteration 5Q: 3 clusters Score -8236536 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -8237518.500000 Penalty: 5300.174316
	Iteration 6Q: 3 clusters Score -8237518 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -8238834.500000 Penalty: 5300.174316
	Iteration 7Q: 3 clusters Score -8238834 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8240419.500000 Penalty: 5300.174316
	Iteration 8F: 3 clusters Score -8240420 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -8242115.000000 Penalty: 5300.174316
	Iteration 9F: 3 clusters Score -8242115 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -8243742.000000 Penalty: 5300.174316
	Iteration 10Q: 3 clusters Score -8243742 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -8244966.500000 Penalty: 5300.174316
	Iteration 11Q: 3 clusters Score -8244966 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 34390 members 
Entering Unmasked Estep 
Score: -8245751.000000 Penalty: 5300.174316
	Iteration 12Q: 3 clusters Score -8245751 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -8246183.500000 Penalty: 5300.174316
	Iteration 13Q: 3 clusters Score -8246184 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -8246493.000000 Penalty: 5300.174316
	Iteration 14Q: 3 clusters Score -8246493 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -8246754.000000 Penalty: 5300.174316
	Iteration 15Q: 3 clusters Score -8246754 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -8247002.000000 Penalty: 5300.174316
	Iteration 16Q: 3 clusters Score -8247002 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8247158.500000 Penalty: 5300.174316
	Iteration 17Q: 3 clusters Score -8247158 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -8247375.000000 Penalty: 5300.174316
	Iteration 18Q: 3 clusters Score -8247375 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8247593.000000 Penalty: 5300.174316
	Iteration 19Q: 3 clusters Score -8247593 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -8247749.000000 Penalty: 5300.174316
	Iteration 20F: 3 clusters Score -8247749 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -8247906.500000 Penalty: 5300.174316
	Iteration 21Q: 3 clusters Score -8247906 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -8248068.000000 Penalty: 5300.174316
	Iteration 22Q: 3 clusters Score -8248068 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -8248248.500000 Penalty: 5300.174316
	Iteration 23Q: 3 clusters Score -8248248 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -8248442.000000 Penalty: 5300.174316
	Iteration 24Q: 3 clusters Score -8248442 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8248602.000000 Penalty: 5300.174316
	Iteration 25Q: 3 clusters Score -8248602 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -8248787.500000 Penalty: 5300.174316
	Iteration 26Q: 3 clusters Score -8248788 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8248984.000000 Penalty: 5300.174316
	Iteration 27Q: 3 clusters Score -8248984 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8249186.500000 Penalty: 5300.174316
	Iteration 28Q: 3 clusters Score -8249186 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8249359.000000 Penalty: 5300.174316
	Iteration 29Q: 3 clusters Score -8249359 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8249477.000000 Penalty: 5300.174316
	Iteration 30Q: 3 clusters Score -8249477 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8249570.500000 Penalty: 5300.174316
	Iteration 31Q: 3 clusters Score -8249570 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -8249641.500000 Penalty: 5300.174316
	Iteration 32Q: 3 clusters Score -8249642 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -8249704.500000 Penalty: 5300.174316
	Iteration 33Q: 3 clusters Score -8249704 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8249772.500000 Penalty: 5300.174316
	Iteration 34Q: 3 clusters Score -8249772 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8249804.000000 Penalty: 5300.174316
	Iteration 35Q: 3 clusters Score -8249804 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -8249843.500000 Penalty: 5300.174316
	Iteration 36Q: 3 clusters Score -8249844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8249898.500000 Penalty: 5300.174316
	Iteration 37Q: 3 clusters Score -8249898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8249930.500000 Penalty: 5300.174316
	Iteration 38Q: 3 clusters Score -8249930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8249946.000000 Penalty: 5300.174316
	Iteration 39Q: 3 clusters Score -8249946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -8249961.000000 Penalty: 5300.174316
	Iteration 40F: 3 clusters Score -8249961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8249971.500000 Penalty: 5300.174316
	Iteration 41Q: 3 clusters Score -8249972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -8249971.500000 Penalty: 5300.174316
	Iteration 42Q: 3 clusters Score -8249972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8249973.500000 Penalty: 5300.174316
	Iteration 43Q: 3 clusters Score -8249974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8249985.000000 Penalty: 5300.174316
	Iteration 44Q: 3 clusters Score -8249985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8249988.000000 Penalty: 5300.174316
	Iteration 45Q: 3 clusters Score -8249988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8249989.000000 Penalty: 5300.174316
	Iteration 46Q: 3 clusters Score -8249989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -8249992.500000 Penalty: 5300.174316
	Iteration 47Q: 3 clusters Score -8249992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8249985.500000 Penalty: 5300.174316
	Iteration 48Q: 3 clusters Score -8249986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8249992.500000 Penalty: 5300.174316
	Iteration 49Q: 3 clusters Score -8249992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8249989.000000 Penalty: 5300.174316
	Iteration 50Q: 3 clusters Score -8249989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8249985.500000 Penalty: 5300.174316
	Iteration 51Q: 3 clusters Score -8249986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -8249988.000000 Penalty: 5300.174316
	Iteration 52Q: 3 clusters Score -8249988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8249992.000000 Penalty: 5300.174316
	Iteration 53Q: 3 clusters Score -8249992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -8249996.000000 Penalty: 5300.174316
	Iteration 54Q: 3 clusters Score -8249996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8249981.000000 Penalty: 5300.174316
	Iteration 55Q: 3 clusters Score -8249981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8249979.500000 Penalty: 5300.174316
	Iteration 56Q: 3 clusters Score -8249980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8249986.500000 Penalty: 5300.174316
	Iteration 57Q: 3 clusters Score -8249986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8249992.000000 Penalty: 5300.174316
	Iteration 58Q: 3 clusters Score -8249992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8249987.500000 Penalty: 5300.174316
	Iteration 59Q: 3 clusters Score -8249988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8249985.500000 Penalty: 5300.174316
	Iteration 60F: 3 clusters Score -8249986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8249990.500000 Penalty: 5300.174316
	Iteration 61Q: 3 clusters Score -8249990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8249994.000000 Penalty: 5300.174316
	Iteration 62Q: 3 clusters Score -8249994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8249994.000000 Penalty: 5300.174316
	Iteration 63F: 3 clusters Score -8249994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43074 members 
Mstep: Class 4 contains 16315 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 52765 members 
Mstep: Class 10 contains 50052 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 13 contains 40997 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 48430 members 
Mstep: Class 17 contains 48555 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22312 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25843 members 
Mstep: Class 23 contains 47580 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26645 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 40824 members 
Mstep: Class 28 contains 40874 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49605 members 
Mstep: Class 31 contains 43732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160320.000000 Penalty: 103966.859375
Iteration 359Q: 32 clusters Score -1.371603e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47022 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43088 members 
Mstep: Class 4 contains 16319 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 52803 members 
Mstep: Class 10 contains 50068 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32096 members 
Mstep: Class 13 contains 41008 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 48417 members 
Mstep: Class 17 contains 48539 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22192 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25835 members 
Mstep: Class 23 contains 47579 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26669 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 40836 members 
Mstep: Class 28 contains 40901 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49656 members 
Mstep: Class 31 contains 43722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160128.000000 Penalty: 103966.859375
Iteration 360F: 32 clusters Score -1.371601e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 16315 members 
Mstep: Class 5 contains 44627 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 52863 members 
Mstep: Class 10 contains 50116 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32096 members 
Mstep: Class 13 contains 41019 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 48387 members 
Mstep: Class 17 contains 48524 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 22077 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25841 members 
Mstep: Class 23 contains 47579 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26697 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 40842 members 
Mstep: Class 28 contains 40921 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49709 members 
Mstep: Class 31 contains 43670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 361Q: 32 clusters Score -1.371603e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43090 members 
Mstep: Class 4 contains 16318 members 
Mstep: Class 5 contains 44606 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5590 members 
Mstep: Class 9 contains 52884 members 
Mstep: Class 10 contains 50133 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 41022 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 48373 members 
Mstep: Class 17 contains 48518 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21983 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25847 members 
Mstep: Class 23 contains 47560 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26734 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 40842 members 
Mstep: Class 28 contains 40947 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49736 members 
Mstep: Class 31 contains 43662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160432.000000 Penalty: 103966.859375
Iteration 362Q: 32 clusters Score -1.371604e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43091 members 
Mstep: Class 4 contains 16329 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 52902 members 
Mstep: Class 10 contains 50165 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32091 members 
Mstep: Class 13 contains 41024 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 48330 members 
Mstep: Class 17 contains 48507 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21878 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25843 members 
Mstep: Class 23 contains 47554 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26779 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40828 members 
Mstep: Class 28 contains 40970 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49797 members 
Mstep: Class 31 contains 43672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160400.000000 Penalty: 103966.859375
Iteration 363Q: 32 clusters Score -1.371604e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43080 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 44589 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 52868 members 
Mstep: Class 10 contains 50194 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 41030 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 4773 members 
Mstep: Class 16 contains 48317 members 
Mstep: Class 17 contains 48499 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21794 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25849 members 
Mstep: Class 23 contains 47542 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26802 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40820 members 
Mstep: Class 28 contains 40993 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49860 members 
Mstep: Class 31 contains 43699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160608.000000 Penalty: 103966.859375
Iteration 364Q: 32 clusters Score -1.371606e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43074 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 44589 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52797 members 
Mstep: Class 10 contains 50242 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 41030 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 48306 members 
Mstep: Class 17 contains 48476 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21723 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25853 members 
Mstep: Class 23 contains 47540 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26844 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 40822 members 
Mstep: Class 28 contains 41024 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49888 members 
Mstep: Class 31 contains 43732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160448.000000 Penalty: 103966.859375
Iteration 365Q: 32 clusters Score -1.371604e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43061 members 
Mstep: Class 4 contains 16339 members 
Mstep: Class 5 contains 44590 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52743 members 
Mstep: Class 10 contains 50281 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32083 members 
Mstep: Class 13 contains 41027 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 48296 members 
Mstep: Class 17 contains 48457 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21647 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 47533 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26875 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 40819 members 
Mstep: Class 28 contains 41067 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49948 members 
Mstep: Class 31 contains 43740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160192.000000 Penalty: 103966.859375
Iteration 366Q: 32 clusters Score -1.371602e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43044 members 
Mstep: Class 4 contains 16335 members 
Mstep: Class 5 contains 44586 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 52703 members 
Mstep: Class 10 contains 50316 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32080 members 
Mstep: Class 13 contains 41031 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 48315 members 
Mstep: Class 17 contains 48441 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21601 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25865 members 
Mstep: Class 23 contains 47494 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26920 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 40824 members 
Mstep: Class 28 contains 41104 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49973 members 
Mstep: Class 31 contains 43725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 367Q: 32 clusters Score -1.371601e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43017 members 
Mstep: Class 4 contains 16332 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 52683 members 
Mstep: Class 10 contains 50355 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32077 members 
Mstep: Class 13 contains 41030 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4772 members 
Mstep: Class 16 contains 48320 members 
Mstep: Class 17 contains 48417 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21558 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25859 members 
Mstep: Class 23 contains 47499 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 26973 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 40840 members 
Mstep: Class 28 contains 41140 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49956 members 
Mstep: Class 31 contains 43713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160032.000000 Penalty: 103966.859375
Iteration 368Q: 32 clusters Score -1.3716e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 43002 members 
Mstep: Class 4 contains 16333 members 
Mstep: Class 5 contains 44589 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5592 members 
Mstep: Class 9 contains 52672 members 
Mstep: Class 10 contains 50371 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32084 members 
Mstep: Class 13 contains 41043 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 48332 members 
Mstep: Class 17 contains 48393 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21525 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25855 members 
Mstep: Class 23 contains 47444 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27023 members 
Mstep: Class 26 contains 2097 members 
Mstep: Class 27 contains 40859 members 
Mstep: Class 28 contains 41189 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49898 members 
Mstep: Class 31 contains 43725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159760.000000 Penalty: 103966.859375
Iteration 369Q: 32 clusters Score -1.371598e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42971 members 
Mstep: Class 4 contains 16334 members 
Mstep: Class 5 contains 44592 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 52649 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32073 members 
Mstep: Class 13 contains 41061 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 48356 members 
Mstep: Class 17 contains 48380 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21471 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25862 members 
Mstep: Class 23 contains 47403 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27063 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40863 members 
Mstep: Class 28 contains 41224 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49853 members 
Mstep: Class 31 contains 43739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159808.000000 Penalty: 103966.859375
Iteration 370Q: 32 clusters Score -1.371598e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42934 members 
Mstep: Class 4 contains 16338 members 
Mstep: Class 5 contains 44600 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 52648 members 
Mstep: Class 10 contains 50395 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32070 members 
Mstep: Class 13 contains 41069 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 48380 members 
Mstep: Class 17 contains 48372 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21401 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25864 members 
Mstep: Class 23 contains 47334 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27103 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 40862 members 
Mstep: Class 28 contains 41262 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49807 members 
Mstep: Class 31 contains 43763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159568.000000 Penalty: 103966.859375
Iteration 371Q: 32 clusters Score -1.371596e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42910 members 
Mstep: Class 4 contains 16337 members 
Mstep: Class 5 contains 44588 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 52626 members 
Mstep: Class 10 contains 50328 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32065 members 
Mstep: Class 13 contains 41081 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 48399 members 
Mstep: Class 17 contains 48382 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21357 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25865 members 
Mstep: Class 23 contains 47331 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27141 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40861 members 
Mstep: Class 28 contains 41292 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49734 members 
Mstep: Class 31 contains 43810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 103966.859375
Iteration 372Q: 32 clusters Score -1.371597e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42887 members 
Mstep: Class 4 contains 16331 members 
Mstep: Class 5 contains 44595 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 52614 members 
Mstep: Class 10 contains 50252 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32059 members 
Mstep: Class 13 contains 41087 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 48391 members 
Mstep: Class 17 contains 48393 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21278 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25860 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27174 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40861 members 
Mstep: Class 28 contains 41311 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49714 members 
Mstep: Class 31 contains 43858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159536.000000 Penalty: 103966.859375
Iteration 373Q: 32 clusters Score -1.371595e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42881 members 
Mstep: Class 4 contains 16336 members 
Mstep: Class 5 contains 44605 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 52632 members 
Mstep: Class 10 contains 50251 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32046 members 
Mstep: Class 13 contains 41088 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 48363 members 
Mstep: Class 17 contains 48422 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21202 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25852 members 
Mstep: Class 23 contains 47282 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27215 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 40884 members 
Mstep: Class 28 contains 41335 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49681 members 
Mstep: Class 31 contains 43872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159472.000000 Penalty: 103966.859375
Iteration 374Q: 32 clusters Score -1.371595e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42860 members 
Mstep: Class 4 contains 16343 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5603 members 
Mstep: Class 9 contains 52692 members 
Mstep: Class 10 contains 50182 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32043 members 
Mstep: Class 13 contains 41096 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4773 members 
Mstep: Class 16 contains 48332 members 
Mstep: Class 17 contains 48451 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 21105 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 47255 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27279 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 40882 members 
Mstep: Class 28 contains 41353 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49627 members 
Mstep: Class 31 contains 43873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159504.000000 Penalty: 103966.859375
Iteration 375Q: 32 clusters Score -1.371595e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42842 members 
Mstep: Class 4 contains 16340 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 52740 members 
Mstep: Class 10 contains 50089 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32035 members 
Mstep: Class 13 contains 41105 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 16 contains 48334 members 
Mstep: Class 17 contains 48482 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20990 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25858 members 
Mstep: Class 23 contains 47266 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27347 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 40876 members 
Mstep: Class 28 contains 41361 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49601 members 
Mstep: Class 31 contains 43852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159248.000000 Penalty: 103966.859375
Iteration 376Q: 32 clusters Score -1.371592e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42811 members 
Mstep: Class 4 contains 16334 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 52772 members 
Mstep: Class 10 contains 50026 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 41116 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48308 members 
Mstep: Class 17 contains 48494 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20888 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 25861 members 
Mstep: Class 23 contains 47300 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27418 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 40891 members 
Mstep: Class 28 contains 41389 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49570 members 
Mstep: Class 31 contains 43809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159136.000000 Penalty: 103966.859375
Iteration 377Q: 32 clusters Score -1.371591e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42776 members 
Mstep: Class 4 contains 16334 members 
Mstep: Class 5 contains 44684 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 52791 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32029 members 
Mstep: Class 13 contains 41116 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48278 members 
Mstep: Class 17 contains 48506 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20777 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 787 members 
Mstep: Class 22 contains 25875 members 
Mstep: Class 23 contains 47360 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27478 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 40905 members 
Mstep: Class 28 contains 41419 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49571 members 
Mstep: Class 31 contains 43741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158944.000000 Penalty: 103966.859375
Iteration 378Q: 32 clusters Score -1.371589e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42740 members 
Mstep: Class 4 contains 16343 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 52825 members 
Mstep: Class 10 contains 50044 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32034 members 
Mstep: Class 13 contains 41127 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 48260 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20685 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25883 members 
Mstep: Class 23 contains 47436 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27515 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 40920 members 
Mstep: Class 28 contains 41452 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49540 members 
Mstep: Class 31 contains 43644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158944.000000 Penalty: 103966.859375
Iteration 379Q: 32 clusters Score -1.371589e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42689 members 
Mstep: Class 4 contains 16350 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 52869 members 
Mstep: Class 10 contains 50054 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32036 members 
Mstep: Class 13 contains 41124 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 48287 members 
Mstep: Class 17 contains 48502 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20575 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25892 members 
Mstep: Class 23 contains 47528 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27553 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 40942 members 
Mstep: Class 28 contains 41495 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49535 members 
Mstep: Class 31 contains 43570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158752.000000 Penalty: 103966.859375
Iteration 380F: 32 clusters Score -1.371588e+08 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42659 members 
Mstep: Class 4 contains 16353 members 
Mstep: Class 5 contains 44690 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 52890 members 
Mstep: Class 10 contains 50119 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32037 members 
Mstep: Class 13 contains 41135 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 48313 members 
Mstep: Class 17 contains 48491 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20467 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25899 members 
Mstep: Class 23 contains 47537 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27589 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 40967 members 
Mstep: Class 28 contains 41541 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49517 members 
Mstep: Class 31 contains 43546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158352.000000 Penalty: 103966.859375
Iteration 381Q: 32 clusters Score -1.371584e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42631 members 
Mstep: Class 4 contains 16354 members 
Mstep: Class 5 contains 44682 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 52924 members 
Mstep: Class 10 contains 50180 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32043 members 
Mstep: Class 13 contains 41125 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 48339 members 
Mstep: Class 17 contains 48476 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20349 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25903 members 
Mstep: Class 23 contains 47543 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27611 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 40995 members 
Mstep: Class 28 contains 41588 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49508 members 
Mstep: Class 31 contains 43524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158400.000000 Penalty: 103966.859375
Iteration 382Q: 32 clusters Score -1.371584e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42611 members 
Mstep: Class 4 contains 16351 members 
Mstep: Class 5 contains 44686 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 52938 members 
Mstep: Class 10 contains 50236 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32046 members 
Mstep: Class 13 contains 41124 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 48352 members 
Mstep: Class 17 contains 48452 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20243 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25908 members 
Mstep: Class 23 contains 47513 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27654 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41012 members 
Mstep: Class 28 contains 41630 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49475 members 
Mstep: Class 31 contains 43544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158608.000000 Penalty: 103966.859375
Iteration 383Q: 32 clusters Score -1.371586e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42620 members 
Mstep: Class 4 contains 16356 members 
Mstep: Class 5 contains 44680 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 52925 members 
Mstep: Class 10 contains 50257 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32044 members 
Mstep: Class 13 contains 41113 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 48348 members 
Mstep: Class 17 contains 48437 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20161 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25916 members 
Mstep: Class 23 contains 47497 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27716 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41036 members 
Mstep: Class 28 contains 41669 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49438 members 
Mstep: Class 31 contains 43563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158960.000000 Penalty: 103966.859375
Iteration 384Q: 32 clusters Score -1.37159e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42617 members 
Mstep: Class 4 contains 16358 members 
Mstep: Class 5 contains 44684 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 52917 members 
Mstep: Class 10 contains 50310 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32041 members 
Mstep: Class 13 contains 41110 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 48338 members 
Mstep: Class 17 contains 48412 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20077 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25923 members 
Mstep: Class 23 contains 47498 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27760 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41047 members 
Mstep: Class 28 contains 41717 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49407 members 
Mstep: Class 31 contains 43581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159104.000000 Penalty: 103966.859375
Iteration 385Q: 32 clusters Score -1.371591e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42594 members 
Mstep: Class 4 contains 16364 members 
Mstep: Class 5 contains 44682 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 52883 members 
Mstep: Class 10 contains 50327 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32033 members 
Mstep: Class 13 contains 41125 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 48339 members 
Mstep: Class 17 contains 48396 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 20001 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 25931 members 
Mstep: Class 23 contains 47498 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27821 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41062 members 
Mstep: Class 28 contains 41763 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49384 members 
Mstep: Class 31 contains 43601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158784.000000 Penalty: 103966.859375
Iteration 386Q: 32 clusters Score -1.371588e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42580 members 
Mstep: Class 4 contains 16371 members 
Mstep: Class 5 contains 44691 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 52895 members 
Mstep: Class 10 contains 50344 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32017 members 
Mstep: Class 13 contains 41130 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 48327 members 
Mstep: Class 17 contains 48406 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19918 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25935 members 
Mstep: Class 23 contains 47486 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27882 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41073 members 
Mstep: Class 28 contains 41791 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49335 members 
Mstep: Class 31 contains 43631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158688.000000 Penalty: 103966.859375
Iteration 387Q: 32 clusters Score -1.371587e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42579 members 
Mstep: Class 4 contains 16386 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 52885 members 
Mstep: Class 10 contains 50347 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32019 members 
Mstep: Class 13 contains 41135 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 48317 members 
Mstep: Class 17 contains 48400 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19823 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25944 members 
Mstep: Class 23 contains 47462 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 27951 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41073 members 
Mstep: Class 28 contains 41817 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49318 members 
Mstep: Class 31 contains 43655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158608.000000 Penalty: 103966.859375
Iteration 388Q: 32 clusters Score -1.371586e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42556 members 
Mstep: Class 4 contains 16391 members 
Mstep: Class 5 contains 44693 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 52870 members 
Mstep: Class 10 contains 50344 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32012 members 
Mstep: Class 13 contains 41145 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 48311 members 
Mstep: Class 17 contains 48398 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19741 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25945 members 
Mstep: Class 23 contains 47476 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28027 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41071 members 
Mstep: Class 28 contains 41849 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49302 members 
Mstep: Class 31 contains 43667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158480.000000 Penalty: 103966.859375
Iteration 389Q: 32 clusters Score -1.371585e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42535 members 
Mstep: Class 4 contains 16390 members 
Mstep: Class 5 contains 44688 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 52881 members 
Mstep: Class 10 contains 50352 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32009 members 
Mstep: Class 13 contains 41144 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 48298 members 
Mstep: Class 17 contains 48399 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19679 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25944 members 
Mstep: Class 23 contains 47492 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28100 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41088 members 
Mstep: Class 28 contains 41882 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49234 members 
Mstep: Class 31 contains 43687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158480.000000 Penalty: 103966.859375
Iteration 390Q: 32 clusters Score -1.371585e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47604 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42514 members 
Mstep: Class 4 contains 16399 members 
Mstep: Class 5 contains 44665 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 52928 members 
Mstep: Class 10 contains 50355 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32010 members 
Mstep: Class 13 contains 41157 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 48271 members 
Mstep: Class 17 contains 48390 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19604 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25941 members 
Mstep: Class 23 contains 47521 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28170 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41088 members 
Mstep: Class 28 contains 41919 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49165 members 
Mstep: Class 31 contains 43708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158496.000000 Penalty: 103966.859375
Iteration 391Q: 32 clusters Score -1.371585e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42502 members 
Mstep: Class 4 contains 16408 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 52994 members 
Mstep: Class 10 contains 50346 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32007 members 
Mstep: Class 13 contains 41168 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4766 members 
Mstep: Class 16 contains 48266 members 
Mstep: Class 17 contains 48381 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19521 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25947 members 
Mstep: Class 23 contains 47520 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28238 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41113 members 
Mstep: Class 28 contains 41954 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49099 members 
Mstep: Class 31 contains 43693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158496.000000 Penalty: 103966.859375
Iteration 392Q: 32 clusters Score -1.371585e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42499 members 
Mstep: Class 4 contains 16410 members 
Mstep: Class 5 contains 44646 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 53041 members 
Mstep: Class 10 contains 50318 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 32004 members 
Mstep: Class 13 contains 41178 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 4766 members 
Mstep: Class 16 contains 48279 members 
Mstep: Class 17 contains 48406 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19434 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25945 members 
Mstep: Class 23 contains 47509 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28305 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41121 members 
Mstep: Class 28 contains 41967 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49026 members 
Mstep: Class 31 contains 43720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158480.000000 Penalty: 103966.859375
Iteration 393Q: 32 clusters Score -1.371585e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42492 members 
Mstep: Class 4 contains 16422 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 53113 members 
Mstep: Class 10 contains 50341 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31995 members 
Mstep: Class 13 contains 41193 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48217 members 
Mstep: Class 17 contains 48393 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19360 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25949 members 
Mstep: Class 23 contains 47534 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28366 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41150 members 
Mstep: Class 28 contains 42002 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48954 members 
Mstep: Class 31 contains 43705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158688.000000 Penalty: 103966.859375
Iteration 394Q: 32 clusters Score -1.371587e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42460 members 
Mstep: Class 4 contains 16437 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5578 members 
Mstep: Class 9 contains 53191 members 
Mstep: Class 10 contains 50348 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31988 members 
Mstep: Class 13 contains 41208 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48215 members 
Mstep: Class 17 contains 48383 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25947 members 
Mstep: Class 23 contains 47556 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28424 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41162 members 
Mstep: Class 28 contains 42038 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48905 members 
Mstep: Class 31 contains 43680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158656.000000 Penalty: 103966.859375
Iteration 395Q: 32 clusters Score -1.371587e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42424 members 
Mstep: Class 4 contains 16450 members 
Mstep: Class 5 contains 44598 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 53227 members 
Mstep: Class 10 contains 50388 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31984 members 
Mstep: Class 13 contains 41238 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48204 members 
Mstep: Class 17 contains 48380 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19168 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25950 members 
Mstep: Class 23 contains 47573 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28468 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41189 members 
Mstep: Class 28 contains 42078 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48911 members 
Mstep: Class 31 contains 43650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158432.000000 Penalty: 103966.859375
Iteration 396Q: 32 clusters Score -1.371584e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42407 members 
Mstep: Class 4 contains 16468 members 
Mstep: Class 5 contains 44585 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5576 members 
Mstep: Class 9 contains 53274 members 
Mstep: Class 10 contains 50438 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31985 members 
Mstep: Class 13 contains 41267 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 48181 members 
Mstep: Class 17 contains 48382 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 19084 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25952 members 
Mstep: Class 23 contains 47590 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28507 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41197 members 
Mstep: Class 28 contains 42137 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48866 members 
Mstep: Class 31 contains 43623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158512.000000 Penalty: 103966.859375
Iteration 397Q: 32 clusters Score -1.371585e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 16488 members 
Mstep: Class 5 contains 44591 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 53325 members 
Mstep: Class 10 contains 50437 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31981 members 
Mstep: Class 13 contains 41291 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 48199 members 
Mstep: Class 17 contains 48366 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18992 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25954 members 
Mstep: Class 23 contains 47586 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28540 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41206 members 
Mstep: Class 28 contains 42190 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48789 members 
Mstep: Class 31 contains 43651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158384.000000 Penalty: 103966.859375
Iteration 398Q: 32 clusters Score -1.371584e+08 nChanged 1288
Entering ConstructFrom: 
Score: -137158384.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Entering Unmasked Estep 
Score: -8910206.000000 Penalty: 2670.103516
	Iteration 0F: 2 clusters Score -8910206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8880300.000000 Penalty: 5340.207031
	Iteration 0F: 3 clusters Score -8880300 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8892074.000000 Penalty: 5340.207031
	Iteration 1F: 3 clusters Score -8892074 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8892597.000000 Penalty: 5340.207031
	Iteration 2Q: 3 clusters Score -8892597 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -8893103.000000 Penalty: 5340.207031
	Iteration 3Q: 3 clusters Score -8893103 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8893633.000000 Penalty: 5340.207031
	Iteration 4Q: 3 clusters Score -8893633 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -8894205.000000 Penalty: 5340.207031
	Iteration 5Q: 3 clusters Score -8894205 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -8895190.000000 Penalty: 5340.207031
	Iteration 6Q: 3 clusters Score -8895190 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -8896794.000000 Penalty: 5340.207031
	Iteration 7F: 3 clusters Score -8896794 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -8898890.000000 Penalty: 5340.207031
	Iteration 8F: 3 clusters Score -8898890 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -8901246.000000 Penalty: 5340.207031
	Iteration 9F: 3 clusters Score -8901246 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -8903505.000000 Penalty: 5340.207031
	Iteration 10F: 3 clusters Score -8903505 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -8905444.000000 Penalty: 5340.207031
	Iteration 11F: 3 clusters Score -8905444 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8906659.000000 Penalty: 5340.207031
	Iteration 12Q: 3 clusters Score -8906659 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8907303.000000 Penalty: 5340.207031
	Iteration 13Q: 3 clusters Score -8907303 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8907645.000000 Penalty: 5340.207031
	Iteration 14Q: 3 clusters Score -8907645 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8907834.000000 Penalty: 5340.207031
	Iteration 15Q: 3 clusters Score -8907834 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8907903.000000 Penalty: 5340.207031
	Iteration 16Q: 3 clusters Score -8907903 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8907949.000000 Penalty: 5340.207031
	Iteration 17Q: 3 clusters Score -8907949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8907968.000000 Penalty: 5340.207031
	Iteration 18Q: 3 clusters Score -8907968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8907983.000000 Penalty: 5340.207031
	Iteration 19Q: 3 clusters Score -8907983 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8907975.000000 Penalty: 5340.207031
	Iteration 20F: 3 clusters Score -8907975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8907981.000000 Penalty: 5340.207031
	Iteration 21Q: 3 clusters Score -8907981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8907982.000000 Penalty: 5340.207031
	Iteration 22Q: 3 clusters Score -8907982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8907986.000000 Penalty: 5340.207031
	Iteration 23Q: 3 clusters Score -8907986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8907999.000000 Penalty: 5340.207031
	Iteration 24Q: 3 clusters Score -8907999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8908005.000000 Penalty: 5340.207031
	Iteration 25Q: 3 clusters Score -8908005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8907999.000000 Penalty: 5340.207031
	Iteration 26Q: 3 clusters Score -8907999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8908010.000000 Penalty: 5340.207031
	Iteration 27Q: 3 clusters Score -8908010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8908017.000000 Penalty: 5340.207031
	Iteration 28Q: 3 clusters Score -8908017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8908024.000000 Penalty: 5340.207031
	Iteration 29Q: 3 clusters Score -8908024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8908022.000000 Penalty: 5340.207031
	Iteration 30Q: 3 clusters Score -8908022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8908031.000000 Penalty: 5340.207031
	Iteration 31Q: 3 clusters Score -8908031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8908037.000000 Penalty: 5340.207031
	Iteration 32Q: 3 clusters Score -8908037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8908040.000000 Penalty: 5340.207031
	Iteration 33Q: 3 clusters Score -8908040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8908034.000000 Penalty: 5340.207031
	Iteration 34Q: 3 clusters Score -8908034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8908034.000000 Penalty: 5340.207031
	Iteration 35F: 3 clusters Score -8908034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 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 147 members 
Entering Unmasked Estep 
Score: -66357.601562 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66357.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66487.429688 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66487.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -66509.648438 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -66509.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -66532.070312 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66532.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -66553.789062 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66553.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -66566.757812 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66566.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -66582.820312 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66582.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -66582.820312 Penalty: 2851.698975
	Iteration 7F: 3 clusters Score -66582.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Entering Unmasked Estep 
Score: -7914054.500000 Penalty: 2642.345703
	Iteration 0F: 2 clusters Score -7914054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -7885718.000000 Penalty: 5284.691406
	Iteration 0F: 3 clusters Score -7885718 nChanged 19383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7896270.000000 Penalty: 5284.691406
	Iteration 1F: 3 clusters Score -7896270 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -7896771.000000 Penalty: 5284.691406
	Iteration 2Q: 3 clusters Score -7896771 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -7897384.000000 Penalty: 5284.691406
	Iteration 3Q: 3 clusters Score -7897384 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7898145.000000 Penalty: 5284.691406
	Iteration 4Q: 3 clusters Score -7898145 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7899045.500000 Penalty: 5284.691406
	Iteration 5Q: 3 clusters Score -7899046 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -7900279.000000 Penalty: 5284.691406
	Iteration 6Q: 3 clusters Score -7900279 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -7901864.000000 Penalty: 5284.691406
	Iteration 7F: 3 clusters Score -7901864 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -7904017.500000 Penalty: 5284.691406
	Iteration 8F: 3 clusters Score -7904018 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -7906525.500000 Penalty: 5284.691406
	Iteration 9F: 3 clusters Score -7906526 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -7908653.000000 Penalty: 5284.691406
	Iteration 10F: 3 clusters Score -7908653 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -7910095.000000 Penalty: 5284.691406
	Iteration 11Q: 3 clusters Score -7910095 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -7910949.000000 Penalty: 5284.691406
	Iteration 12Q: 3 clusters Score -7910949 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7911458.000000 Penalty: 5284.691406
	Iteration 13Q: 3 clusters Score -7911458 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -7911827.000000 Penalty: 5284.691406
	Iteration 14Q: 3 clusters Score -7911827 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -7912059.000000 Penalty: 5284.691406
	Iteration 15Q: 3 clusters Score -7912059 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -7912246.000000 Penalty: 5284.691406
	Iteration 16Q: 3 clusters Score -7912246 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -7912383.500000 Penalty: 5284.691406
	Iteration 17Q: 3 clusters Score -7912384 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -7912474.500000 Penalty: 5284.691406
	Iteration 18Q: 3 clusters Score -7912474 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -7912534.000000 Penalty: 5284.691406
	Iteration 19Q: 3 clusters Score -7912534 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -7912614.000000 Penalty: 5284.691406
	Iteration 20F: 3 clusters Score -7912614 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -7912672.500000 Penalty: 5284.691406
	Iteration 21Q: 3 clusters Score -7912672 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -7912720.500000 Penalty: 5284.691406
	Iteration 22Q: 3 clusters Score -7912720 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7912744.500000 Penalty: 5284.691406
	Iteration 23Q: 3 clusters Score -7912744 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -7912829.000000 Penalty: 5284.691406
	Iteration 24Q: 3 clusters Score -7912829 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -7912861.000000 Penalty: 5284.691406
	Iteration 25Q: 3 clusters Score -7912861 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -7912877.000000 Penalty: 5284.691406
	Iteration 26Q: 3 clusters Score -7912877 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -7912915.500000 Penalty: 5284.691406
	Iteration 27Q: 3 clusters Score -7912916 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -7912937.500000 Penalty: 5284.691406
	Iteration 28Q: 3 clusters Score -7912938 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -7912966.500000 Penalty: 5284.691406
	Iteration 29Q: 3 clusters Score -7912966 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -7912958.500000 Penalty: 5284.691406
	Iteration 30Q: 3 clusters Score -7912958 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -7912988.000000 Penalty: 5284.691406
	Iteration 31Q: 3 clusters Score -7912988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -7913008.000000 Penalty: 5284.691406
	Iteration 32Q: 3 clusters Score -7913008 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7913006.500000 Penalty: 5284.691406
	Iteration 33Q: 3 clusters Score -7913006 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7912997.000000 Penalty: 5284.691406
	Iteration 34Q: 3 clusters Score -7912997 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7913019.000000 Penalty: 5284.691406
	Iteration 35Q: 3 clusters Score -7913019 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7913013.500000 Penalty: 5284.691406
	Iteration 36Q: 3 clusters Score -7913014 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7913010.500000 Penalty: 5284.691406
	Iteration 37Q: 3 clusters Score -7913010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7913038.000000 Penalty: 5284.691406
	Iteration 38Q: 3 clusters Score -7913038 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -7913020.500000 Penalty: 5284.691406
	Iteration 39Q: 3 clusters Score -7913020 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7913007.000000 Penalty: 5284.691406
	Iteration 40F: 3 clusters Score -7913007 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7913014.500000 Penalty: 5284.691406
	Iteration 41Q: 3 clusters Score -7913014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7913030.000000 Penalty: 5284.691406
	Iteration 42Q: 3 clusters Score -7913030 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -7913047.000000 Penalty: 5284.691406
	Iteration 43Q: 3 clusters Score -7913047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7913052.000000 Penalty: 5284.691406
	Iteration 44Q: 3 clusters Score -7913052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7913031.000000 Penalty: 5284.691406
	Iteration 45Q: 3 clusters Score -7913031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7913024.000000 Penalty: 5284.691406
	Iteration 46Q: 3 clusters Score -7913024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7913024.500000 Penalty: 5284.691406
	Iteration 47Q: 3 clusters Score -7913024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7913025.000000 Penalty: 5284.691406
	Iteration 48Q: 3 clusters Score -7913025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7913023.000000 Penalty: 5284.691406
	Iteration 49Q: 3 clusters Score -7913023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7913013.500000 Penalty: 5284.691406
	Iteration 50Q: 3 clusters Score -7913014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7913017.500000 Penalty: 5284.691406
	Iteration 51Q: 3 clusters Score -7913018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7913019.000000 Penalty: 5284.691406
	Iteration 52Q: 3 clusters Score -7913019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7913024.500000 Penalty: 5284.691406
	Iteration 53Q: 3 clusters Score -7913024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7913016.500000 Penalty: 5284.691406
	Iteration 54Q: 3 clusters Score -7913016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7913029.500000 Penalty: 5284.691406
	Iteration 55Q: 3 clusters Score -7913030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7913030.000000 Penalty: 5284.691406
	Iteration 56Q: 3 clusters Score -7913030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7913029.000000 Penalty: 5284.691406
	Iteration 57Q: 3 clusters Score -7913029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7913032.500000 Penalty: 5284.691406
	Iteration 58Q: 3 clusters Score -7913032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7913022.000000 Penalty: 5284.691406
	Iteration 59Q: 3 clusters Score -7913022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7913027.000000 Penalty: 5284.691406
	Iteration 60F: 3 clusters Score -7913027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7913013.000000 Penalty: 5284.691406
	Iteration 61Q: 3 clusters Score -7913013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7913023.000000 Penalty: 5284.691406
	Iteration 62Q: 3 clusters Score -7913023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7913031.000000 Penalty: 5284.691406
	Iteration 63Q: 3 clusters Score -7913031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7913029.500000 Penalty: 5284.691406
	Iteration 64Q: 3 clusters Score -7913030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7913014.500000 Penalty: 5284.691406
	Iteration 65Q: 3 clusters Score -7913014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7913020.000000 Penalty: 5284.691406
	Iteration 66Q: 3 clusters Score -7913020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7913028.500000 Penalty: 5284.691406
	Iteration 67Q: 3 clusters Score -7913028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7913026.000000 Penalty: 5284.691406
	Iteration 68Q: 3 clusters Score -7913026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7913028.000000 Penalty: 5284.691406
	Iteration 69Q: 3 clusters Score -7913028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7913027.000000 Penalty: 5284.691406
	Iteration 70Q: 3 clusters Score -7913027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7913025.500000 Penalty: 5284.691406
	Iteration 71Q: 3 clusters Score -7913026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -7913026.500000 Penalty: 5284.691406
	Iteration 72Q: 3 clusters Score -7913026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -7913025.000000 Penalty: 5284.691406
	Iteration 73Q: 3 clusters Score -7913025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7913036.500000 Penalty: 5284.691406
	Iteration 74Q: 3 clusters Score -7913036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7913034.000000 Penalty: 5284.691406
	Iteration 75Q: 3 clusters Score -7913034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7913033.500000 Penalty: 5284.691406
	Iteration 76Q: 3 clusters Score -7913034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -7913045.000000 Penalty: 5284.691406
	Iteration 77Q: 3 clusters Score -7913045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7913038.500000 Penalty: 5284.691406
	Iteration 78Q: 3 clusters Score -7913038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -7913042.000000 Penalty: 5284.691406
	Iteration 79Q: 3 clusters Score -7913042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7913044.000000 Penalty: 5284.691406
	Iteration 80F: 3 clusters Score -7913044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7913035.500000 Penalty: 5284.691406
	Iteration 81Q: 3 clusters Score -7913036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7913036.500000 Penalty: 5284.691406
	Iteration 82Q: 3 clusters Score -7913036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7913036.000000 Penalty: 5284.691406
	Iteration 83Q: 3 clusters Score -7913036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7913036.000000 Penalty: 5284.691406
	Iteration 84F: 3 clusters Score -7913036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Entering Unmasked Estep 
Score: -3078064.250000 Penalty: 2408.371582
	Iteration 0F: 2 clusters Score -3078064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3066313.750000 Penalty: 4816.743164
	Iteration 0F: 3 clusters Score -3066314 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -3070422.250000 Penalty: 4816.743164
	Iteration 1F: 3 clusters Score -3070422 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -3071021.250000 Penalty: 4816.743164
	Iteration 2F: 3 clusters Score -3071021 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3071676.000000 Penalty: 4816.743164
	Iteration 3F: 3 clusters Score -3071676 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -3072447.500000 Penalty: 4816.743164
	Iteration 4F: 3 clusters Score -3072448 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3073271.250000 Penalty: 4816.743164
	Iteration 5F: 3 clusters Score -3073271 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -3074120.000000 Penalty: 4816.743164
	Iteration 6F: 3 clusters Score -3074120 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3074876.250000 Penalty: 4816.743164
	Iteration 7F: 3 clusters Score -3074876 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3075453.500000 Penalty: 4816.743164
	Iteration 8Q: 3 clusters Score -3075454 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3075720.750000 Penalty: 4816.743164
	Iteration 9Q: 3 clusters Score -3075721 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3075881.250000 Penalty: 4816.743164
	Iteration 10Q: 3 clusters Score -3075881 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -3075964.500000 Penalty: 4816.743164
	Iteration 11Q: 3 clusters Score -3075964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3076003.500000 Penalty: 4816.743164
	Iteration 12Q: 3 clusters Score -3076004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3076046.500000 Penalty: 4816.743164
	Iteration 13Q: 3 clusters Score -3076046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3076062.750000 Penalty: 4816.743164
	Iteration 14Q: 3 clusters Score -3076063 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3076080.250000 Penalty: 4816.743164
	Iteration 15Q: 3 clusters Score -3076080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3076102.750000 Penalty: 4816.743164
	Iteration 16Q: 3 clusters Score -3076103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3076108.750000 Penalty: 4816.743164
	Iteration 17Q: 3 clusters Score -3076109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3076120.250000 Penalty: 4816.743164
	Iteration 18Q: 3 clusters Score -3076120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3076125.250000 Penalty: 4816.743164
	Iteration 19Q: 3 clusters Score -3076125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3076125.000000 Penalty: 4816.743164
	Iteration 20F: 3 clusters Score -3076125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3076143.500000 Penalty: 4816.743164
	Iteration 21Q: 3 clusters Score -3076144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3076143.000000 Penalty: 4816.743164
	Iteration 22Q: 3 clusters Score -3076143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3076150.500000 Penalty: 4816.743164
	Iteration 23Q: 3 clusters Score -3076150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -3076152.000000 Penalty: 4816.743164
	Iteration 24Q: 3 clusters Score -3076152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3076150.500000 Penalty: 4816.743164
	Iteration 25Q: 3 clusters Score -3076150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3076148.750000 Penalty: 4816.743164
	Iteration 26Q: 3 clusters Score -3076149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3076151.750000 Penalty: 4816.743164
	Iteration 27Q: 3 clusters Score -3076152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3076152.000000 Penalty: 4816.743164
	Iteration 28Q: 3 clusters Score -3076152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3076147.500000 Penalty: 4816.743164
	Iteration 29Q: 3 clusters Score -3076148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3076151.750000 Penalty: 4816.743164
	Iteration 30Q: 3 clusters Score -3076152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3076154.250000 Penalty: 4816.743164
	Iteration 31Q: 3 clusters Score -3076154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3076156.500000 Penalty: 4816.743164
	Iteration 32Q: 3 clusters Score -3076156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3076154.000000 Penalty: 4816.743164
	Iteration 33Q: 3 clusters Score -3076154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3076154.750000 Penalty: 4816.743164
	Iteration 34Q: 3 clusters Score -3076155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3076157.250000 Penalty: 4816.743164
	Iteration 35Q: 3 clusters Score -3076157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3076157.000000 Penalty: 4816.743164
	Iteration 36Q: 3 clusters Score -3076157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3076158.500000 Penalty: 4816.743164
	Iteration 37Q: 3 clusters Score -3076158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3076161.250000 Penalty: 4816.743164
	Iteration 38Q: 3 clusters Score -3076161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3076161.250000 Penalty: 4816.743164
	Iteration 39F: 3 clusters Score -3076161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Entering Unmasked Estep 
Score: -8271832.500000 Penalty: 2654.950195
	Iteration 0F: 2 clusters Score -8271832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8241977.000000 Penalty: 5309.900391
	Iteration 0F: 3 clusters Score -8241977 nChanged 20557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -8253318.500000 Penalty: 5309.900391
	Iteration 1F: 3 clusters Score -8253318 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8253991.000000 Penalty: 5309.900391
	Iteration 2Q: 3 clusters Score -8253991 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8254879.500000 Penalty: 5309.900391
	Iteration 3Q: 3 clusters Score -8254880 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -8256098.500000 Penalty: 5309.900391
	Iteration 4Q: 3 clusters Score -8256098 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -8257672.000000 Penalty: 5309.900391
	Iteration 5F: 3 clusters Score -8257672 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -8259653.500000 Penalty: 5309.900391
	Iteration 6F: 3 clusters Score -8259654 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8261904.000000 Penalty: 5309.900391
	Iteration 7F: 3 clusters Score -8261904 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -8264222.500000 Penalty: 5309.900391
	Iteration 8F: 3 clusters Score -8264222 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8266032.500000 Penalty: 5309.900391
	Iteration 9F: 3 clusters Score -8266032 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -8267047.000000 Penalty: 5309.900391
	Iteration 10Q: 3 clusters Score -8267047 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -8267608.000000 Penalty: 5309.900391
	Iteration 11Q: 3 clusters Score -8267608 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -8268117.500000 Penalty: 5309.900391
	Iteration 12Q: 3 clusters Score -8268118 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -8268517.000000 Penalty: 5309.900391
	Iteration 13Q: 3 clusters Score -8268517 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -8268877.500000 Penalty: 5309.900391
	Iteration 14Q: 3 clusters Score -8268878 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -8269150.500000 Penalty: 5309.900391
	Iteration 15Q: 3 clusters Score -8269150 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -8269394.500000 Penalty: 5309.900391
	Iteration 16Q: 3 clusters Score -8269394 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8269604.500000 Penalty: 5309.900391
	Iteration 17Q: 3 clusters Score -8269604 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8269731.500000 Penalty: 5309.900391
	Iteration 18Q: 3 clusters Score -8269732 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -8269834.000000 Penalty: 5309.900391
	Iteration 19Q: 3 clusters Score -8269834 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -8269926.000000 Penalty: 5309.900391
	Iteration 20F: 3 clusters Score -8269926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -8269972.000000 Penalty: 5309.900391
	Iteration 21Q: 3 clusters Score -8269972 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -8270043.500000 Penalty: 5309.900391
	Iteration 22Q: 3 clusters Score -8270044 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8270119.500000 Penalty: 5309.900391
	Iteration 23Q: 3 clusters Score -8270120 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -8270164.500000 Penalty: 5309.900391
	Iteration 24Q: 3 clusters Score -8270164 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8270195.500000 Penalty: 5309.900391
	Iteration 25Q: 3 clusters Score -8270196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8270242.500000 Penalty: 5309.900391
	Iteration 26Q: 3 clusters Score -8270242 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -8270307.000000 Penalty: 5309.900391
	Iteration 27Q: 3 clusters Score -8270307 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -8270333.000000 Penalty: 5309.900391
	Iteration 28Q: 3 clusters Score -8270333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -8270369.500000 Penalty: 5309.900391
	Iteration 29Q: 3 clusters Score -8270370 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -8270387.000000 Penalty: 5309.900391
	Iteration 30Q: 3 clusters Score -8270387 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8270403.000000 Penalty: 5309.900391
	Iteration 31Q: 3 clusters Score -8270403 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8270423.500000 Penalty: 5309.900391
	Iteration 32Q: 3 clusters Score -8270424 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -8270442.500000 Penalty: 5309.900391
	Iteration 33Q: 3 clusters Score -8270442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8270454.000000 Penalty: 5309.900391
	Iteration 34Q: 3 clusters Score -8270454 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -8270458.500000 Penalty: 5309.900391
	Iteration 35Q: 3 clusters Score -8270458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -8270468.000000 Penalty: 5309.900391
	Iteration 36Q: 3 clusters Score -8270468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -8270485.000000 Penalty: 5309.900391
	Iteration 37Q: 3 clusters Score -8270485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -8270490.000000 Penalty: 5309.900391
	Iteration 38Q: 3 clusters Score -8270490 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8270491.000000 Penalty: 5309.900391
	Iteration 39Q: 3 clusters Score -8270491 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8270506.500000 Penalty: 5309.900391
	Iteration 40F: 3 clusters Score -8270506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -8270504.000000 Penalty: 5309.900391
	Iteration 41Q: 3 clusters Score -8270504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -8270527.000000 Penalty: 5309.900391
	Iteration 42Q: 3 clusters Score -8270527 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -8270532.500000 Penalty: 5309.900391
	Iteration 43Q: 3 clusters Score -8270532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -8270540.500000 Penalty: 5309.900391
	Iteration 44Q: 3 clusters Score -8270540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8270555.000000 Penalty: 5309.900391
	Iteration 45Q: 3 clusters Score -8270555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8270565.000000 Penalty: 5309.900391
	Iteration 46Q: 3 clusters Score -8270565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -8270571.000000 Penalty: 5309.900391
	Iteration 47Q: 3 clusters Score -8270571 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -8270585.500000 Penalty: 5309.900391
	Iteration 48Q: 3 clusters Score -8270586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8270594.500000 Penalty: 5309.900391
	Iteration 49Q: 3 clusters Score -8270594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8270596.500000 Penalty: 5309.900391
	Iteration 50Q: 3 clusters Score -8270596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -8270596.500000 Penalty: 5309.900391
	Iteration 51Q: 3 clusters Score -8270596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8270601.500000 Penalty: 5309.900391
	Iteration 52Q: 3 clusters Score -8270602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -8270598.500000 Penalty: 5309.900391
	Iteration 53Q: 3 clusters Score -8270598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8270611.500000 Penalty: 5309.900391
	Iteration 54Q: 3 clusters Score -8270612 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -8270630.000000 Penalty: 5309.900391
	Iteration 55Q: 3 clusters Score -8270630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -8270637.500000 Penalty: 5309.900391
	Iteration 56Q: 3 clusters Score -8270638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -8270638.000000 Penalty: 5309.900391
	Iteration 57Q: 3 clusters Score -8270638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8270650.000000 Penalty: 5309.900391
	Iteration 58Q: 3 clusters Score -8270650 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8270661.500000 Penalty: 5309.900391
	Iteration 59Q: 3 clusters Score -8270662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8270650.500000 Penalty: 5309.900391
	Iteration 60F: 3 clusters Score -8270650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8270651.000000 Penalty: 5309.900391
	Iteration 61Q: 3 clusters Score -8270651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -8270655.000000 Penalty: 5309.900391
	Iteration 62Q: 3 clusters Score -8270655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8270652.000000 Penalty: 5309.900391
	Iteration 63Q: 3 clusters Score -8270652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -8270639.500000 Penalty: 5309.900391
	Iteration 64Q: 3 clusters Score -8270640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 41238 members 
Entering Unmasked Estep 
Score: -8270646.500000 Penalty: 5309.900391
	Iteration 65Q: 3 clusters Score -8270646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -8270644.000000 Penalty: 5309.900391
	Iteration 66Q: 3 clusters Score -8270644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -8270637.500000 Penalty: 5309.900391
	Iteration 67Q: 3 clusters Score -8270638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8270628.500000 Penalty: 5309.900391
	Iteration 68Q: 3 clusters Score -8270628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -8270642.500000 Penalty: 5309.900391
	Iteration 69Q: 3 clusters Score -8270642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -8270642.500000 Penalty: 5309.900391
	Iteration 70F: 3 clusters Score -8270642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 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 312 members 
Entering Unmasked Estep 
Score: -92297.921875 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92297.92 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92623.679688 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92623.68 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -92752.203125 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92752.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92800.679688 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -92800.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92832.351562 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92832.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92857.265625 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92857.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92868.976562 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92868.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92890.250000 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92890.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -92920.976562 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92920.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92935.320312 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -92935.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -92939.570312 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -92939.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92940.789062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -92940.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92942.648438 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -92942.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -92943.867188 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -92943.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -92949.968750 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -92949.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -92957.421875 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -92957.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -92972.484375 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -92972.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -92997.359375 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -92997.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -93046.023438 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -93046.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93072.062500 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -93072.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -93105.179688 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -93105.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -93140.382812 Penalty: 3199.433350
	Iteration 21Q: 3 clusters Score -93140.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -93175.359375 Penalty: 3199.433350
	Iteration 22Q: 3 clusters Score -93175.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93190.273438 Penalty: 3199.433350
	Iteration 23Q: 3 clusters Score -93190.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93191.773438 Penalty: 3199.433350
	Iteration 24Q: 3 clusters Score -93191.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93193.929688 Penalty: 3199.433350
	Iteration 25Q: 3 clusters Score -93193.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93193.929688 Penalty: 3199.433350
	Iteration 26F: 3 clusters Score -93193.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Entering Unmasked Estep 
Score: -183839.343750 Penalty: 1726.166260
	Iteration 0F: 2 clusters Score -183839.3 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 543 members 
Entering Unmasked Estep 
Score: -181874.796875 Penalty: 3452.332520
	Iteration 0F: 3 clusters Score -181874.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -182142.921875 Penalty: 3452.332520
	Iteration 1F: 3 clusters Score -182142.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -182256.343750 Penalty: 3452.332520
	Iteration 2F: 3 clusters Score -182256.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182371.984375 Penalty: 3452.332520
	Iteration 3F: 3 clusters Score -182372 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -182490.140625 Penalty: 3452.332520
	Iteration 4Q: 3 clusters Score -182490.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182581.984375 Penalty: 3452.332520
	Iteration 5Q: 3 clusters Score -182582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -182688.453125 Penalty: 3452.332520
	Iteration 6Q: 3 clusters Score -182688.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -182827.000000 Penalty: 3452.332520
	Iteration 7Q: 3 clusters Score -182827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182934.640625 Penalty: 3452.332520
	Iteration 8Q: 3 clusters Score -182934.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -183060.531250 Penalty: 3452.332520
	Iteration 9Q: 3 clusters Score -183060.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -183192.828125 Penalty: 3452.332520
	Iteration 10Q: 3 clusters Score -183192.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -183270.515625 Penalty: 3452.332520
	Iteration 11Q: 3 clusters Score -183270.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -183356.281250 Penalty: 3452.332520
	Iteration 12Q: 3 clusters Score -183356.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -183521.765625 Penalty: 3452.332520
	Iteration 13Q: 3 clusters Score -183521.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -183883.031250 Penalty: 3452.332520
	Iteration 14F: 3 clusters Score -183883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -184184.156250 Penalty: 3452.332520
	Iteration 15F: 3 clusters Score -184184.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -184366.109375 Penalty: 3452.332520
	Iteration 16Q: 3 clusters Score -184366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -184388.812500 Penalty: 3452.332520
	Iteration 17Q: 3 clusters Score -184388.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -184391.421875 Penalty: 3452.332520
	Iteration 18Q: 3 clusters Score -184391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184395.640625 Penalty: 3452.332520
	Iteration 19Q: 3 clusters Score -184395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -184395.640625 Penalty: 3452.332520
	Iteration 20F: 3 clusters Score -184395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 44598 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 539 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 53347 members 
Mstep: Class 10 contains 50463 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31978 members 
Mstep: Class 13 contains 41318 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48188 members 
Mstep: Class 17 contains 48342 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18877 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25955 members 
Mstep: Class 23 contains 47581 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28566 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41221 members 
Mstep: Class 28 contains 42243 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48741 members 
Mstep: Class 31 contains 43691 members 
Mstep: Class 32 contains 515 members 
Entering Unmasked Estep 
Score: -137157360.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137158384.000000 to -137157360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Entering Unmasked Estep 
Score: -1038014.937500 Penalty: 2138.814453
	Iteration 0F: 2 clusters Score -1038015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1033210.875000 Penalty: 4277.628906
	Iteration 0F: 3 clusters Score -1033211 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1034361.937500 Penalty: 4277.628906
	Iteration 1F: 3 clusters Score -1034362 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1034549.000000 Penalty: 4277.628906
	Iteration 2F: 3 clusters Score -1034549 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1034655.500000 Penalty: 4277.628906
	Iteration 3Q: 3 clusters Score -1034656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1034725.625000 Penalty: 4277.628906
	Iteration 4Q: 3 clusters Score -1034726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1034778.937500 Penalty: 4277.628906
	Iteration 5Q: 3 clusters Score -1034779 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1034815.937500 Penalty: 4277.628906
	Iteration 6Q: 3 clusters Score -1034816 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1034852.375000 Penalty: 4277.628906
	Iteration 7Q: 3 clusters Score -1034852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1034882.125000 Penalty: 4277.628906
	Iteration 8Q: 3 clusters Score -1034882 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1034910.625000 Penalty: 4277.628906
	Iteration 9Q: 3 clusters Score -1034911 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1034937.437500 Penalty: 4277.628906
	Iteration 10Q: 3 clusters Score -1034937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1034967.000000 Penalty: 4277.628906
	Iteration 11Q: 3 clusters Score -1034967 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1034988.562500 Penalty: 4277.628906
	Iteration 12Q: 3 clusters Score -1034989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1035009.562500 Penalty: 4277.628906
	Iteration 13Q: 3 clusters Score -1035010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1035030.125000 Penalty: 4277.628906
	Iteration 14Q: 3 clusters Score -1035030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1035052.875000 Penalty: 4277.628906
	Iteration 15Q: 3 clusters Score -1035053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1035076.875000 Penalty: 4277.628906
	Iteration 16Q: 3 clusters Score -1035077 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1035096.312500 Penalty: 4277.628906
	Iteration 17Q: 3 clusters Score -1035096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1035118.000000 Penalty: 4277.628906
	Iteration 18Q: 3 clusters Score -1035118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1035149.937500 Penalty: 4277.628906
	Iteration 19Q: 3 clusters Score -1035150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1035181.625000 Penalty: 4277.628906
	Iteration 20F: 3 clusters Score -1035182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1035211.500000 Penalty: 4277.628906
	Iteration 21Q: 3 clusters Score -1035212 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1035239.687500 Penalty: 4277.628906
	Iteration 22Q: 3 clusters Score -1035240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1035268.187500 Penalty: 4277.628906
	Iteration 23Q: 3 clusters Score -1035268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1035293.062500 Penalty: 4277.628906
	Iteration 24Q: 3 clusters Score -1035293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1035316.375000 Penalty: 4277.628906
	Iteration 25Q: 3 clusters Score -1035316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1035334.125000 Penalty: 4277.628906
	Iteration 26Q: 3 clusters Score -1035334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1035363.812500 Penalty: 4277.628906
	Iteration 27Q: 3 clusters Score -1035364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1035396.375000 Penalty: 4277.628906
	Iteration 28Q: 3 clusters Score -1035396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1035429.062500 Penalty: 4277.628906
	Iteration 29Q: 3 clusters Score -1035429 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1035463.000000 Penalty: 4277.628906
	Iteration 30Q: 3 clusters Score -1035463 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1035503.750000 Penalty: 4277.628906
	Iteration 31Q: 3 clusters Score -1035504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1035542.375000 Penalty: 4277.628906
	Iteration 32Q: 3 clusters Score -1035542 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1035587.437500 Penalty: 4277.628906
	Iteration 33Q: 3 clusters Score -1035587 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1035636.375000 Penalty: 4277.628906
	Iteration 34Q: 3 clusters Score -1035636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1035689.500000 Penalty: 4277.628906
	Iteration 35Q: 3 clusters Score -1035690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1035739.875000 Penalty: 4277.628906
	Iteration 36Q: 3 clusters Score -1035740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1035786.000000 Penalty: 4277.628906
	Iteration 37Q: 3 clusters Score -1035786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1035835.750000 Penalty: 4277.628906
	Iteration 38Q: 3 clusters Score -1035836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1035882.062500 Penalty: 4277.628906
	Iteration 39Q: 3 clusters Score -1035882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1035933.750000 Penalty: 4277.628906
	Iteration 40F: 3 clusters Score -1035934 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1035979.437500 Penalty: 4277.628906
	Iteration 41Q: 3 clusters Score -1035979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1036015.500000 Penalty: 4277.628906
	Iteration 42Q: 3 clusters Score -1036016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1036044.562500 Penalty: 4277.628906
	Iteration 43Q: 3 clusters Score -1036045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1036068.312500 Penalty: 4277.628906
	Iteration 44Q: 3 clusters Score -1036068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1036082.812500 Penalty: 4277.628906
	Iteration 45Q: 3 clusters Score -1036083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1036095.937500 Penalty: 4277.628906
	Iteration 46Q: 3 clusters Score -1036096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1036114.812500 Penalty: 4277.628906
	Iteration 47Q: 3 clusters Score -1036115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1036128.437500 Penalty: 4277.628906
	Iteration 48Q: 3 clusters Score -1036128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1036141.125000 Penalty: 4277.628906
	Iteration 49Q: 3 clusters Score -1036141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1036153.500000 Penalty: 4277.628906
	Iteration 50Q: 3 clusters Score -1036154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1036161.375000 Penalty: 4277.628906
	Iteration 51Q: 3 clusters Score -1036161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1036167.062500 Penalty: 4277.628906
	Iteration 52Q: 3 clusters Score -1036167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1036173.125000 Penalty: 4277.628906
	Iteration 53Q: 3 clusters Score -1036173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1036179.500000 Penalty: 4277.628906
	Iteration 54Q: 3 clusters Score -1036180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1036179.875000 Penalty: 4277.628906
	Iteration 55Q: 3 clusters Score -1036180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1036181.312500 Penalty: 4277.628906
	Iteration 56Q: 3 clusters Score -1036181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1036181.500000 Penalty: 4277.628906
	Iteration 57Q: 3 clusters Score -1036182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1036184.437500 Penalty: 4277.628906
	Iteration 58Q: 3 clusters Score -1036184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1036191.750000 Penalty: 4277.628906
	Iteration 59Q: 3 clusters Score -1036192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1036199.062500 Penalty: 4277.628906
	Iteration 60F: 3 clusters Score -1036199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1036202.437500 Penalty: 4277.628906
	Iteration 61Q: 3 clusters Score -1036202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1036202.062500 Penalty: 4277.628906
	Iteration 62Q: 3 clusters Score -1036202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1036203.375000 Penalty: 4277.628906
	Iteration 63Q: 3 clusters Score -1036203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1036202.875000 Penalty: 4277.628906
	Iteration 64Q: 3 clusters Score -1036203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1036202.875000 Penalty: 4277.628906
	Iteration 65F: 3 clusters Score -1036203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (53347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Entering Unmasked Estep 
Score: -10003951.000000 Penalty: 2699.374023
	Iteration 0F: 2 clusters Score -1.000395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -9972443.000000 Penalty: 5398.748047
	Iteration 0F: 3 clusters Score -9972443 nChanged 24690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -9986086.000000 Penalty: 5398.748047
	Iteration 1F: 3 clusters Score -9986086 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9986906.000000 Penalty: 5398.748047
	Iteration 2Q: 3 clusters Score -9986906 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -9987713.000000 Penalty: 5398.748047
	Iteration 3Q: 3 clusters Score -9987713 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -9988735.000000 Penalty: 5398.748047
	Iteration 4Q: 3 clusters Score -9988735 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -9990263.000000 Penalty: 5398.748047
	Iteration 5F: 3 clusters Score -9990263 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -9992189.000000 Penalty: 5398.748047
	Iteration 6F: 3 clusters Score -9992189 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -9994699.000000 Penalty: 5398.748047
	Iteration 7F: 3 clusters Score -9994699 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -9997404.000000 Penalty: 5398.748047
	Iteration 8F: 3 clusters Score -9997404 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -9999617.000000 Penalty: 5398.748047
	Iteration 9Q: 3 clusters Score -9999617 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -10000942.000000 Penalty: 5398.748047
	Iteration 10Q: 3 clusters Score -1.000094e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -10001426.000000 Penalty: 5398.748047
	Iteration 11Q: 3 clusters Score -1.000143e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -10001790.000000 Penalty: 5398.748047
	Iteration 12Q: 3 clusters Score -1.000179e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -10001869.000000 Penalty: 5398.748047
	Iteration 13Q: 3 clusters Score -1.000187e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -10002259.000000 Penalty: 5398.748047
	Iteration 14Q: 3 clusters Score -1.000226e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -10002449.000000 Penalty: 5398.748047
	Iteration 15Q: 3 clusters Score -1.000245e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -10002553.000000 Penalty: 5398.748047
	Iteration 16Q: 3 clusters Score -1.000255e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -10002551.000000 Penalty: 5398.748047
	Iteration 17Q: 3 clusters Score -1.000255e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -10002566.000000 Penalty: 5398.748047
	Iteration 18Q: 3 clusters Score -1.000257e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10002540.000000 Penalty: 5398.748047
	Iteration 19Q: 3 clusters Score -1.000254e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -10002494.000000 Penalty: 5398.748047
	Iteration 20F: 3 clusters Score -1.000249e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10002460.000000 Penalty: 5398.748047
	Iteration 21Q: 3 clusters Score -1.000246e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10002459.000000 Penalty: 5398.748047
	Iteration 22Q: 3 clusters Score -1.000246e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10002420.000000 Penalty: 5398.748047
	Iteration 23Q: 3 clusters Score -1.000242e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10002422.000000 Penalty: 5398.748047
	Iteration 24Q: 3 clusters Score -1.000242e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -10002422.000000 Penalty: 5398.748047
	Iteration 25Q: 3 clusters Score -1.000242e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -10002378.000000 Penalty: 5398.748047
	Iteration 26Q: 3 clusters Score -1.000238e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -10002359.000000 Penalty: 5398.748047
	Iteration 27Q: 3 clusters Score -1.000236e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10002341.000000 Penalty: 5398.748047
	Iteration 28Q: 3 clusters Score -1.000234e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -10002313.000000 Penalty: 5398.748047
	Iteration 29Q: 3 clusters Score -1.000231e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10002296.000000 Penalty: 5398.748047
	Iteration 30Q: 3 clusters Score -1.00023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10002278.000000 Penalty: 5398.748047
	Iteration 31Q: 3 clusters Score -1.000228e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10002257.000000 Penalty: 5398.748047
	Iteration 32Q: 3 clusters Score -1.000226e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10002235.000000 Penalty: 5398.748047
	Iteration 33Q: 3 clusters Score -1.000224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10002220.000000 Penalty: 5398.748047
	Iteration 34Q: 3 clusters Score -1.000222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10002210.000000 Penalty: 5398.748047
	Iteration 35Q: 3 clusters Score -1.000221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10002220.000000 Penalty: 5398.748047
	Iteration 36Q: 3 clusters Score -1.000222e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -10002207.000000 Penalty: 5398.748047
	Iteration 37Q: 3 clusters Score -1.000221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -10002198.000000 Penalty: 5398.748047
	Iteration 38Q: 3 clusters Score -1.00022e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -10002201.000000 Penalty: 5398.748047
	Iteration 39Q: 3 clusters Score -1.00022e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10002193.000000 Penalty: 5398.748047
	Iteration 40F: 3 clusters Score -1.000219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10002178.000000 Penalty: 5398.748047
	Iteration 41Q: 3 clusters Score -1.000218e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -10002172.000000 Penalty: 5398.748047
	Iteration 42Q: 3 clusters Score -1.000217e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10002181.000000 Penalty: 5398.748047
	Iteration 43Q: 3 clusters Score -1.000218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10002175.000000 Penalty: 5398.748047
	Iteration 44Q: 3 clusters Score -1.000218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -10002165.000000 Penalty: 5398.748047
	Iteration 45Q: 3 clusters Score -1.000216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52358 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10002170.000000 Penalty: 5398.748047
	Iteration 46Q: 3 clusters Score -1.000217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10002157.000000 Penalty: 5398.748047
	Iteration 47Q: 3 clusters Score -1.000216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -10002162.000000 Penalty: 5398.748047
	Iteration 48Q: 3 clusters Score -1.000216e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10002160.000000 Penalty: 5398.748047
	Iteration 49Q: 3 clusters Score -1.000216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10002154.000000 Penalty: 5398.748047
	Iteration 50Q: 3 clusters Score -1.000215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52392 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10002146.000000 Penalty: 5398.748047
	Iteration 51Q: 3 clusters Score -1.000215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -10002149.000000 Penalty: 5398.748047
	Iteration 52Q: 3 clusters Score -1.000215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -10002154.000000 Penalty: 5398.748047
	Iteration 53Q: 3 clusters Score -1.000215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10002157.000000 Penalty: 5398.748047
	Iteration 54Q: 3 clusters Score -1.000216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -10002157.000000 Penalty: 5398.748047
	Iteration 55Q: 3 clusters Score -1.000216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10002159.000000 Penalty: 5398.748047
	Iteration 56Q: 3 clusters Score -1.000216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10002154.000000 Penalty: 5398.748047
	Iteration 57Q: 3 clusters Score -1.000215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10002154.000000 Penalty: 5398.748047
	Iteration 58Q: 3 clusters Score -1.000215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52408 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10002153.000000 Penalty: 5398.748047
	Iteration 59Q: 3 clusters Score -1.000215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10002146.000000 Penalty: 5398.748047
	Iteration 60F: 3 clusters Score -1.000215e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Entering Unmasked Estep 
Score: -9505829.000000 Penalty: 2685.590820
	Iteration 0F: 2 clusters Score -9505829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -9475861.000000 Penalty: 5371.181641
	Iteration 0F: 3 clusters Score -9475861 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -9488722.000000 Penalty: 5371.181641
	Iteration 1F: 3 clusters Score -9488722 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -9489506.000000 Penalty: 5371.181641
	Iteration 2Q: 3 clusters Score -9489506 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -9490436.000000 Penalty: 5371.181641
	Iteration 3F: 3 clusters Score -9490436 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -9491787.000000 Penalty: 5371.181641
	Iteration 4F: 3 clusters Score -9491787 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -9493531.000000 Penalty: 5371.181641
	Iteration 5F: 3 clusters Score -9493531 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -9496315.000000 Penalty: 5371.181641
	Iteration 6F: 3 clusters Score -9496315 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -9499767.000000 Penalty: 5371.181641
	Iteration 7F: 3 clusters Score -9499767 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -9502099.000000 Penalty: 5371.181641
	Iteration 8F: 3 clusters Score -9502099 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -9503022.000000 Penalty: 5371.181641
	Iteration 9Q: 3 clusters Score -9503022 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -9503507.000000 Penalty: 5371.181641
	Iteration 10Q: 3 clusters Score -9503507 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -9503949.000000 Penalty: 5371.181641
	Iteration 11Q: 3 clusters Score -9503949 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -9504186.000000 Penalty: 5371.181641
	Iteration 12Q: 3 clusters Score -9504186 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -9504421.000000 Penalty: 5371.181641
	Iteration 13Q: 3 clusters Score -9504421 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -9504635.000000 Penalty: 5371.181641
	Iteration 14Q: 3 clusters Score -9504635 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9504739.000000 Penalty: 5371.181641
	Iteration 15Q: 3 clusters Score -9504739 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9504827.000000 Penalty: 5371.181641
	Iteration 16Q: 3 clusters Score -9504827 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 34170 members 
Entering Unmasked Estep 
Score: -9504844.000000 Penalty: 5371.181641
	Iteration 17Q: 3 clusters Score -9504844 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -9504879.000000 Penalty: 5371.181641
	Iteration 18Q: 3 clusters Score -9504879 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -9504904.000000 Penalty: 5371.181641
	Iteration 19Q: 3 clusters Score -9504904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5371.181641
	Iteration 20F: 3 clusters Score -9504935 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9504935.000000 Penalty: 5371.181641
	Iteration 21Q: 3 clusters Score -9504935 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -9504936.000000 Penalty: 5371.181641
	Iteration 22Q: 3 clusters Score -9504936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -9504921.000000 Penalty: 5371.181641
	Iteration 23Q: 3 clusters Score -9504921 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9504928.000000 Penalty: 5371.181641
	Iteration 24Q: 3 clusters Score -9504928 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -9504936.000000 Penalty: 5371.181641
	Iteration 25Q: 3 clusters Score -9504936 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -9504910.000000 Penalty: 5371.181641
	Iteration 26Q: 3 clusters Score -9504910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -9504924.000000 Penalty: 5371.181641
	Iteration 27Q: 3 clusters Score -9504924 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -9504950.000000 Penalty: 5371.181641
	Iteration 28Q: 3 clusters Score -9504950 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -9504923.000000 Penalty: 5371.181641
	Iteration 29Q: 3 clusters Score -9504923 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -9504958.000000 Penalty: 5371.181641
	Iteration 30Q: 3 clusters Score -9504958 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9504939.000000 Penalty: 5371.181641
	Iteration 31Q: 3 clusters Score -9504939 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9504991.000000 Penalty: 5371.181641
	Iteration 32Q: 3 clusters Score -9504991 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -9505034.000000 Penalty: 5371.181641
	Iteration 33Q: 3 clusters Score -9505034 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -9505011.000000 Penalty: 5371.181641
	Iteration 34Q: 3 clusters Score -9505011 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -9505013.000000 Penalty: 5371.181641
	Iteration 35Q: 3 clusters Score -9505013 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -9505015.000000 Penalty: 5371.181641
	Iteration 36Q: 3 clusters Score -9505015 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -9505010.000000 Penalty: 5371.181641
	Iteration 37Q: 3 clusters Score -9505010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -9504969.000000 Penalty: 5371.181641
	Iteration 38Q: 3 clusters Score -9504969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -9504978.000000 Penalty: 5371.181641
	Iteration 39Q: 3 clusters Score -9504978 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -9504977.000000 Penalty: 5371.181641
	Iteration 40F: 3 clusters Score -9504977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -9505006.000000 Penalty: 5371.181641
	Iteration 41Q: 3 clusters Score -9505006 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9505002.000000 Penalty: 5371.181641
	Iteration 42Q: 3 clusters Score -9505002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -9504990.000000 Penalty: 5371.181641
	Iteration 43Q: 3 clusters Score -9504990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -9504967.000000 Penalty: 5371.181641
	Iteration 44Q: 3 clusters Score -9504967 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -9504990.000000 Penalty: 5371.181641
	Iteration 45Q: 3 clusters Score -9504990 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -9504981.000000 Penalty: 5371.181641
	Iteration 46Q: 3 clusters Score -9504981 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -9504969.000000 Penalty: 5371.181641
	Iteration 47Q: 3 clusters Score -9504969 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 39045 members 
Entering Unmasked Estep 
Score: -9504979.000000 Penalty: 5371.181641
	Iteration 48Q: 3 clusters Score -9504979 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -9504980.000000 Penalty: 5371.181641
	Iteration 49Q: 3 clusters Score -9504980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -9504978.000000 Penalty: 5371.181641
	Iteration 50Q: 3 clusters Score -9504978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -9504993.000000 Penalty: 5371.181641
	Iteration 51Q: 3 clusters Score -9504993 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -9504999.000000 Penalty: 5371.181641
	Iteration 52Q: 3 clusters Score -9504999 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -9505008.000000 Penalty: 5371.181641
	Iteration 53Q: 3 clusters Score -9505008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -9505032.000000 Penalty: 5371.181641
	Iteration 54Q: 3 clusters Score -9505032 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -9505022.000000 Penalty: 5371.181641
	Iteration 55Q: 3 clusters Score -9505022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -9505005.000000 Penalty: 5371.181641
	Iteration 56Q: 3 clusters Score -9505005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -9505005.000000 Penalty: 5371.181641
	Iteration 57Q: 3 clusters Score -9505005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -9505009.000000 Penalty: 5371.181641
	Iteration 58Q: 3 clusters Score -9505009 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -9505008.000000 Penalty: 5371.181641
	Iteration 59Q: 3 clusters Score -9505008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -9505017.000000 Penalty: 5371.181641
	Iteration 60F: 3 clusters Score -9505017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9505020.000000 Penalty: 5371.181641
	Iteration 61Q: 3 clusters Score -9505020 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -9505036.000000 Penalty: 5371.181641
	Iteration 62Q: 3 clusters Score -9505036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -9505041.000000 Penalty: 5371.181641
	Iteration 63Q: 3 clusters Score -9505041 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -9505027.000000 Penalty: 5371.181641
	Iteration 64Q: 3 clusters Score -9505027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -9505044.000000 Penalty: 5371.181641
	Iteration 65Q: 3 clusters Score -9505044 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -9505049.000000 Penalty: 5371.181641
	Iteration 66Q: 3 clusters Score -9505049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -9505061.000000 Penalty: 5371.181641
	Iteration 67Q: 3 clusters Score -9505061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -9505051.000000 Penalty: 5371.181641
	Iteration 68Q: 3 clusters Score -9505051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -9505053.000000 Penalty: 5371.181641
	Iteration 69Q: 3 clusters Score -9505053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -9505055.000000 Penalty: 5371.181641
	Iteration 70Q: 3 clusters Score -9505055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -9505043.000000 Penalty: 5371.181641
	Iteration 71Q: 3 clusters Score -9505043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -9505042.000000 Penalty: 5371.181641
	Iteration 72Q: 3 clusters Score -9505042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9505045.000000 Penalty: 5371.181641
	Iteration 73Q: 3 clusters Score -9505045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -9505045.000000 Penalty: 5371.181641
	Iteration 74Q: 3 clusters Score -9505045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -9505041.000000 Penalty: 5371.181641
	Iteration 75Q: 3 clusters Score -9505041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -9505041.000000 Penalty: 5371.181641
	Iteration 76F: 3 clusters Score -9505041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -429149.062500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -429149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426250.562500 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -426250.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -427013.156250 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -427013.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -427394.937500 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -427394.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -427636.187500 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -427636.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -427838.062500 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -427838.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -427984.812500 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -427984.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -428106.750000 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -428106.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -428201.375000 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -428201.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -428273.906250 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -428273.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -428325.000000 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -428325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -428366.468750 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -428366.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -428398.031250 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -428398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -428429.343750 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -428429.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -428444.718750 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -428444.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -428459.812500 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -428459.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -428480.250000 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -428480.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -428491.656250 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -428491.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -428499.000000 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -428499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -428503.062500 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -428503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -428503.656250 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -428503.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -428504.625000 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -428504.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Entering Unmasked Estep 
Score: -5814101.500000 Penalty: 2572.455322
	Iteration 0F: 2 clusters Score -5814102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5792281.500000 Penalty: 5144.910645
	Iteration 0F: 3 clusters Score -5792282 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -5799968.500000 Penalty: 5144.910645
	Iteration 1F: 3 clusters Score -5799968 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -5800461.500000 Penalty: 5144.910645
	Iteration 2Q: 3 clusters Score -5800462 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -5801114.000000 Penalty: 5144.910645
	Iteration 3Q: 3 clusters Score -5801114 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5801966.000000 Penalty: 5144.910645
	Iteration 4F: 3 clusters Score -5801966 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -5803234.500000 Penalty: 5144.910645
	Iteration 5F: 3 clusters Score -5803234 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5804983.000000 Penalty: 5144.910645
	Iteration 6F: 3 clusters Score -5804983 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -5807329.000000 Penalty: 5144.910645
	Iteration 7F: 3 clusters Score -5807329 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -5809520.500000 Penalty: 5144.910645
	Iteration 8F: 3 clusters Score -5809520 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -5810877.500000 Penalty: 5144.910645
	Iteration 9Q: 3 clusters Score -5810878 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -5811407.000000 Penalty: 5144.910645
	Iteration 10Q: 3 clusters Score -5811407 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -5811633.000000 Penalty: 5144.910645
	Iteration 11Q: 3 clusters Score -5811633 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -5811737.000000 Penalty: 5144.910645
	Iteration 12Q: 3 clusters Score -5811737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5811792.500000 Penalty: 5144.910645
	Iteration 13Q: 3 clusters Score -5811792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31732 members 
Entering Unmasked Estep 
Score: -5811816.000000 Penalty: 5144.910645
	Iteration 14Q: 3 clusters Score -5811816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5811835.000000 Penalty: 5144.910645
	Iteration 15Q: 3 clusters Score -5811835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -5811853.500000 Penalty: 5144.910645
	Iteration 16Q: 3 clusters Score -5811854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5811878.000000 Penalty: 5144.910645
	Iteration 17Q: 3 clusters Score -5811878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -5811888.000000 Penalty: 5144.910645
	Iteration 18Q: 3 clusters Score -5811888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5811896.000000 Penalty: 5144.910645
	Iteration 19Q: 3 clusters Score -5811896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -5811905.000000 Penalty: 5144.910645
	Iteration 20F: 3 clusters Score -5811905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -5811899.500000 Penalty: 5144.910645
	Iteration 21Q: 3 clusters Score -5811900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31758 members 
Entering Unmasked Estep 
Score: -5811907.500000 Penalty: 5144.910645
	Iteration 22Q: 3 clusters Score -5811908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5811902.500000 Penalty: 5144.910645
	Iteration 23Q: 3 clusters Score -5811902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -5811902.500000 Penalty: 5144.910645
	Iteration 24F: 3 clusters Score -5811902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Entering Unmasked Estep 
Score: -7657594.500000 Penalty: 2636.005127
	Iteration 0F: 2 clusters Score -7657594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -7630123.500000 Penalty: 5272.010254
	Iteration 0F: 3 clusters Score -7630124 nChanged 18712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -7640345.500000 Penalty: 5272.010254
	Iteration 1F: 3 clusters Score -7640346 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -7640804.500000 Penalty: 5272.010254
	Iteration 2Q: 3 clusters Score -7640804 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -7641132.000000 Penalty: 5272.010254
	Iteration 3Q: 3 clusters Score -7641132 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -7641477.000000 Penalty: 5272.010254
	Iteration 4Q: 3 clusters Score -7641477 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -7641716.000000 Penalty: 5272.010254
	Iteration 5Q: 3 clusters Score -7641716 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -7642070.500000 Penalty: 5272.010254
	Iteration 6Q: 3 clusters Score -7642070 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7642491.500000 Penalty: 5272.010254
	Iteration 7Q: 3 clusters Score -7642492 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -7643127.500000 Penalty: 5272.010254
	Iteration 8Q: 3 clusters Score -7643128 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7644111.000000 Penalty: 5272.010254
	Iteration 9Q: 3 clusters Score -7644111 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -7645487.000000 Penalty: 5272.010254
	Iteration 10Q: 3 clusters Score -7645487 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -7647061.500000 Penalty: 5272.010254
	Iteration 11Q: 3 clusters Score -7647062 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -7648631.500000 Penalty: 5272.010254
	Iteration 12Q: 3 clusters Score -7648632 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -7649979.000000 Penalty: 5272.010254
	Iteration 13Q: 3 clusters Score -7649979 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7650932.000000 Penalty: 5272.010254
	Iteration 14Q: 3 clusters Score -7650932 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -7651502.500000 Penalty: 5272.010254
	Iteration 15Q: 3 clusters Score -7651502 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -7651872.500000 Penalty: 5272.010254
	Iteration 16Q: 3 clusters Score -7651872 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -7652123.000000 Penalty: 5272.010254
	Iteration 17Q: 3 clusters Score -7652123 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -7652288.000000 Penalty: 5272.010254
	Iteration 18Q: 3 clusters Score -7652288 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -7652421.500000 Penalty: 5272.010254
	Iteration 19Q: 3 clusters Score -7652422 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -7652519.500000 Penalty: 5272.010254
	Iteration 20F: 3 clusters Score -7652520 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -7652633.500000 Penalty: 5272.010254
	Iteration 21Q: 3 clusters Score -7652634 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7652706.500000 Penalty: 5272.010254
	Iteration 22Q: 3 clusters Score -7652706 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -7652772.000000 Penalty: 5272.010254
	Iteration 23Q: 3 clusters Score -7652772 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7652861.500000 Penalty: 5272.010254
	Iteration 24Q: 3 clusters Score -7652862 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -7652946.000000 Penalty: 5272.010254
	Iteration 25Q: 3 clusters Score -7652946 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -7653008.500000 Penalty: 5272.010254
	Iteration 26Q: 3 clusters Score -7653008 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -7653118.500000 Penalty: 5272.010254
	Iteration 27Q: 3 clusters Score -7653118 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -7653223.500000 Penalty: 5272.010254
	Iteration 28Q: 3 clusters Score -7653224 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7653354.000000 Penalty: 5272.010254
	Iteration 29Q: 3 clusters Score -7653354 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -7653439.500000 Penalty: 5272.010254
	Iteration 30Q: 3 clusters Score -7653440 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -7653542.000000 Penalty: 5272.010254
	Iteration 31Q: 3 clusters Score -7653542 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -7653663.500000 Penalty: 5272.010254
	Iteration 32Q: 3 clusters Score -7653664 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7653724.000000 Penalty: 5272.010254
	Iteration 33Q: 3 clusters Score -7653724 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -7653830.500000 Penalty: 5272.010254
	Iteration 34Q: 3 clusters Score -7653830 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -7653923.000000 Penalty: 5272.010254
	Iteration 35Q: 3 clusters Score -7653923 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -7654017.000000 Penalty: 5272.010254
	Iteration 36Q: 3 clusters Score -7654017 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -7654090.500000 Penalty: 5272.010254
	Iteration 37Q: 3 clusters Score -7654090 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7654174.000000 Penalty: 5272.010254
	Iteration 38Q: 3 clusters Score -7654174 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -7654241.000000 Penalty: 5272.010254
	Iteration 39Q: 3 clusters Score -7654241 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -7654324.000000 Penalty: 5272.010254
	Iteration 40F: 3 clusters Score -7654324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -7654382.500000 Penalty: 5272.010254
	Iteration 41Q: 3 clusters Score -7654382 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7654437.000000 Penalty: 5272.010254
	Iteration 42Q: 3 clusters Score -7654437 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -7654511.000000 Penalty: 5272.010254
	Iteration 43Q: 3 clusters Score -7654511 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7654550.000000 Penalty: 5272.010254
	Iteration 44Q: 3 clusters Score -7654550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7654586.000000 Penalty: 5272.010254
	Iteration 45Q: 3 clusters Score -7654586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7654644.500000 Penalty: 5272.010254
	Iteration 46Q: 3 clusters Score -7654644 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -7654716.500000 Penalty: 5272.010254
	Iteration 47Q: 3 clusters Score -7654716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7654744.500000 Penalty: 5272.010254
	Iteration 48Q: 3 clusters Score -7654744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -7654777.000000 Penalty: 5272.010254
	Iteration 49Q: 3 clusters Score -7654777 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7654799.000000 Penalty: 5272.010254
	Iteration 50Q: 3 clusters Score -7654799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7654835.000000 Penalty: 5272.010254
	Iteration 51Q: 3 clusters Score -7654835 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -7654878.500000 Penalty: 5272.010254
	Iteration 52Q: 3 clusters Score -7654878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -7654909.000000 Penalty: 5272.010254
	Iteration 53Q: 3 clusters Score -7654909 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7654956.000000 Penalty: 5272.010254
	Iteration 54Q: 3 clusters Score -7654956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7654983.500000 Penalty: 5272.010254
	Iteration 55Q: 3 clusters Score -7654984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -7655021.000000 Penalty: 5272.010254
	Iteration 56Q: 3 clusters Score -7655021 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -7655059.000000 Penalty: 5272.010254
	Iteration 57Q: 3 clusters Score -7655059 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7655075.500000 Penalty: 5272.010254
	Iteration 58Q: 3 clusters Score -7655076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7655098.000000 Penalty: 5272.010254
	Iteration 59Q: 3 clusters Score -7655098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7655125.000000 Penalty: 5272.010254
	Iteration 60F: 3 clusters Score -7655125 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7655140.000000 Penalty: 5272.010254
	Iteration 61Q: 3 clusters Score -7655140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7655154.000000 Penalty: 5272.010254
	Iteration 62Q: 3 clusters Score -7655154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -7655177.000000 Penalty: 5272.010254
	Iteration 63Q: 3 clusters Score -7655177 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -7655180.000000 Penalty: 5272.010254
	Iteration 64Q: 3 clusters Score -7655180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7655191.500000 Penalty: 5272.010254
	Iteration 65Q: 3 clusters Score -7655192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7655228.000000 Penalty: 5272.010254
	Iteration 66Q: 3 clusters Score -7655228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -7655250.500000 Penalty: 5272.010254
	Iteration 67Q: 3 clusters Score -7655250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7655245.000000 Penalty: 5272.010254
	Iteration 68Q: 3 clusters Score -7655245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7655244.000000 Penalty: 5272.010254
	Iteration 69Q: 3 clusters Score -7655244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7655249.000000 Penalty: 5272.010254
	Iteration 70Q: 3 clusters Score -7655249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -7655253.000000 Penalty: 5272.010254
	Iteration 71Q: 3 clusters Score -7655253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7655259.500000 Penalty: 5272.010254
	Iteration 72Q: 3 clusters Score -7655260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7655261.000000 Penalty: 5272.010254
	Iteration 73Q: 3 clusters Score -7655261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7655264.000000 Penalty: 5272.010254
	Iteration 74Q: 3 clusters Score -7655264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7655271.000000 Penalty: 5272.010254
	Iteration 75Q: 3 clusters Score -7655271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -7655271.500000 Penalty: 5272.010254
	Iteration 76Q: 3 clusters Score -7655272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7655292.500000 Penalty: 5272.010254
	Iteration 77Q: 3 clusters Score -7655292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7655291.000000 Penalty: 5272.010254
	Iteration 78Q: 3 clusters Score -7655291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -7655307.500000 Penalty: 5272.010254
	Iteration 79Q: 3 clusters Score -7655308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7655309.000000 Penalty: 5272.010254
	Iteration 80F: 3 clusters Score -7655309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7655310.000000 Penalty: 5272.010254
	Iteration 81Q: 3 clusters Score -7655310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -7655312.500000 Penalty: 5272.010254
	Iteration 82Q: 3 clusters Score -7655312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7655320.000000 Penalty: 5272.010254
	Iteration 83Q: 3 clusters Score -7655320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7655321.000000 Penalty: 5272.010254
	Iteration 84Q: 3 clusters Score -7655321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7655326.000000 Penalty: 5272.010254
	Iteration 85Q: 3 clusters Score -7655326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -7655323.500000 Penalty: 5272.010254
	Iteration 86Q: 3 clusters Score -7655324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7655325.000000 Penalty: 5272.010254
	Iteration 87Q: 3 clusters Score -7655325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7655332.000000 Penalty: 5272.010254
	Iteration 88Q: 3 clusters Score -7655332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -7655337.000000 Penalty: 5272.010254
	Iteration 89Q: 3 clusters Score -7655337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7655341.500000 Penalty: 5272.010254
	Iteration 90Q: 3 clusters Score -7655342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7655346.500000 Penalty: 5272.010254
	Iteration 91Q: 3 clusters Score -7655346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -7655345.000000 Penalty: 5272.010254
	Iteration 92Q: 3 clusters Score -7655345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -7655340.000000 Penalty: 5272.010254
	Iteration 93Q: 3 clusters Score -7655340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7655340.000000 Penalty: 5272.010254
	Iteration 94Q: 3 clusters Score -7655340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7655340.000000 Penalty: 5272.010254
	Iteration 95F: 3 clusters Score -7655340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Entering Unmasked Estep 
Score: -888042.937500 Penalty: 2102.449707
	Iteration 0F: 2 clusters Score -888042.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -883605.437500 Penalty: 4204.899414
	Iteration 0F: 3 clusters Score -883605.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -884638.187500 Penalty: 4204.899414
	Iteration 1F: 3 clusters Score -884638.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -884853.187500 Penalty: 4204.899414
	Iteration 2F: 3 clusters Score -884853.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -885025.000000 Penalty: 4204.899414
	Iteration 3F: 3 clusters Score -885025 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -885204.750000 Penalty: 4204.899414
	Iteration 4Q: 3 clusters Score -885204.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -885379.562500 Penalty: 4204.899414
	Iteration 5Q: 3 clusters Score -885379.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -885555.312500 Penalty: 4204.899414
	Iteration 6Q: 3 clusters Score -885555.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -885730.812500 Penalty: 4204.899414
	Iteration 7Q: 3 clusters Score -885730.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -885897.375000 Penalty: 4204.899414
	Iteration 8Q: 3 clusters Score -885897.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -886072.125000 Penalty: 4204.899414
	Iteration 9Q: 3 clusters Score -886072.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -886237.687500 Penalty: 4204.899414
	Iteration 10Q: 3 clusters Score -886237.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -886371.625000 Penalty: 4204.899414
	Iteration 11Q: 3 clusters Score -886371.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -886463.437500 Penalty: 4204.899414
	Iteration 12Q: 3 clusters Score -886463.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -886542.625000 Penalty: 4204.899414
	Iteration 13Q: 3 clusters Score -886542.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -886601.937500 Penalty: 4204.899414
	Iteration 14Q: 3 clusters Score -886601.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -886642.375000 Penalty: 4204.899414
	Iteration 15Q: 3 clusters Score -886642.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -886668.062500 Penalty: 4204.899414
	Iteration 16Q: 3 clusters Score -886668.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -886689.625000 Penalty: 4204.899414
	Iteration 17Q: 3 clusters Score -886689.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -886700.625000 Penalty: 4204.899414
	Iteration 18Q: 3 clusters Score -886700.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -886709.625000 Penalty: 4204.899414
	Iteration 19Q: 3 clusters Score -886709.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -886713.437500 Penalty: 4204.899414
	Iteration 20F: 3 clusters Score -886713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -886715.562500 Penalty: 4204.899414
	Iteration 21Q: 3 clusters Score -886715.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -886721.812500 Penalty: 4204.899414
	Iteration 22Q: 3 clusters Score -886721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -886729.500000 Penalty: 4204.899414
	Iteration 23Q: 3 clusters Score -886729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -886733.750000 Penalty: 4204.899414
	Iteration 24Q: 3 clusters Score -886733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -886738.312500 Penalty: 4204.899414
	Iteration 25Q: 3 clusters Score -886738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -886742.125000 Penalty: 4204.899414
	Iteration 26Q: 3 clusters Score -886742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -886743.875000 Penalty: 4204.899414
	Iteration 27Q: 3 clusters Score -886743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -886747.187500 Penalty: 4204.899414
	Iteration 28Q: 3 clusters Score -886747.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -886748.000000 Penalty: 4204.899414
	Iteration 29Q: 3 clusters Score -886748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -886749.750000 Penalty: 4204.899414
	Iteration 30Q: 3 clusters Score -886749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -886753.562500 Penalty: 4204.899414
	Iteration 31Q: 3 clusters Score -886753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -886757.250000 Penalty: 4204.899414
	Iteration 32Q: 3 clusters Score -886757.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -886760.312500 Penalty: 4204.899414
	Iteration 33Q: 3 clusters Score -886760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -886759.812500 Penalty: 4204.899414
	Iteration 34Q: 3 clusters Score -886759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -886759.812500 Penalty: 4204.899414
	Iteration 35F: 3 clusters Score -886759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Entering Unmasked Estep 
Score: -885145.937500 Penalty: 2100.533203
	Iteration 0F: 2 clusters Score -885145.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -880724.250000 Penalty: 4201.066406
	Iteration 0F: 3 clusters Score -880724.2 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -881750.250000 Penalty: 4201.066406
	Iteration 1F: 3 clusters Score -881750.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -881929.687500 Penalty: 4201.066406
	Iteration 2F: 3 clusters Score -881929.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -882017.750000 Penalty: 4201.066406
	Iteration 3Q: 3 clusters Score -882017.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -882095.062500 Penalty: 4201.066406
	Iteration 4Q: 3 clusters Score -882095.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -882149.187500 Penalty: 4201.066406
	Iteration 5Q: 3 clusters Score -882149.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -882193.312500 Penalty: 4201.066406
	Iteration 6Q: 3 clusters Score -882193.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -882232.375000 Penalty: 4201.066406
	Iteration 7Q: 3 clusters Score -882232.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -882257.062500 Penalty: 4201.066406
	Iteration 8Q: 3 clusters Score -882257.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -882285.375000 Penalty: 4201.066406
	Iteration 9Q: 3 clusters Score -882285.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -882312.500000 Penalty: 4201.066406
	Iteration 10Q: 3 clusters Score -882312.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -882332.687500 Penalty: 4201.066406
	Iteration 11Q: 3 clusters Score -882332.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -882351.125000 Penalty: 4201.066406
	Iteration 12Q: 3 clusters Score -882351.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -882365.500000 Penalty: 4201.066406
	Iteration 13Q: 3 clusters Score -882365.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -882382.687500 Penalty: 4201.066406
	Iteration 14Q: 3 clusters Score -882382.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -882402.250000 Penalty: 4201.066406
	Iteration 15Q: 3 clusters Score -882402.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -882421.812500 Penalty: 4201.066406
	Iteration 16Q: 3 clusters Score -882421.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -882443.062500 Penalty: 4201.066406
	Iteration 17Q: 3 clusters Score -882443.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -882463.812500 Penalty: 4201.066406
	Iteration 18Q: 3 clusters Score -882463.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -882485.187500 Penalty: 4201.066406
	Iteration 19Q: 3 clusters Score -882485.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -882502.062500 Penalty: 4201.066406
	Iteration 20F: 3 clusters Score -882502.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -882518.250000 Penalty: 4201.066406
	Iteration 21Q: 3 clusters Score -882518.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -882544.000000 Penalty: 4201.066406
	Iteration 22Q: 3 clusters Score -882544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -882572.812500 Penalty: 4201.066406
	Iteration 23Q: 3 clusters Score -882572.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -882598.125000 Penalty: 4201.066406
	Iteration 24Q: 3 clusters Score -882598.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -882623.000000 Penalty: 4201.066406
	Iteration 25Q: 3 clusters Score -882623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -882648.750000 Penalty: 4201.066406
	Iteration 26Q: 3 clusters Score -882648.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -882675.187500 Penalty: 4201.066406
	Iteration 27Q: 3 clusters Score -882675.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -882702.187500 Penalty: 4201.066406
	Iteration 28Q: 3 clusters Score -882702.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -882727.937500 Penalty: 4201.066406
	Iteration 29Q: 3 clusters Score -882727.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -882759.375000 Penalty: 4201.066406
	Iteration 30Q: 3 clusters Score -882759.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -882802.750000 Penalty: 4201.066406
	Iteration 31Q: 3 clusters Score -882802.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -882836.437500 Penalty: 4201.066406
	Iteration 32Q: 3 clusters Score -882836.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -882865.687500 Penalty: 4201.066406
	Iteration 33Q: 3 clusters Score -882865.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -882903.625000 Penalty: 4201.066406
	Iteration 34Q: 3 clusters Score -882903.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -882945.437500 Penalty: 4201.066406
	Iteration 35Q: 3 clusters Score -882945.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -882977.312500 Penalty: 4201.066406
	Iteration 36Q: 3 clusters Score -882977.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -883008.875000 Penalty: 4201.066406
	Iteration 37Q: 3 clusters Score -883008.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -883041.312500 Penalty: 4201.066406
	Iteration 38Q: 3 clusters Score -883041.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -883072.812500 Penalty: 4201.066406
	Iteration 39Q: 3 clusters Score -883072.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -883094.812500 Penalty: 4201.066406
	Iteration 40F: 3 clusters Score -883094.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -883118.875000 Penalty: 4201.066406
	Iteration 41Q: 3 clusters Score -883118.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -883136.000000 Penalty: 4201.066406
	Iteration 42Q: 3 clusters Score -883136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -883150.500000 Penalty: 4201.066406
	Iteration 43Q: 3 clusters Score -883150.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -883162.437500 Penalty: 4201.066406
	Iteration 44Q: 3 clusters Score -883162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -883171.812500 Penalty: 4201.066406
	Iteration 45Q: 3 clusters Score -883171.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -883178.312500 Penalty: 4201.066406
	Iteration 46Q: 3 clusters Score -883178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -883181.437500 Penalty: 4201.066406
	Iteration 47Q: 3 clusters Score -883181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -883189.562500 Penalty: 4201.066406
	Iteration 48Q: 3 clusters Score -883189.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -883195.812500 Penalty: 4201.066406
	Iteration 49Q: 3 clusters Score -883195.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -883201.187500 Penalty: 4201.066406
	Iteration 50Q: 3 clusters Score -883201.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -883213.312500 Penalty: 4201.066406
	Iteration 51Q: 3 clusters Score -883213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -883222.750000 Penalty: 4201.066406
	Iteration 52Q: 3 clusters Score -883222.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -883234.312500 Penalty: 4201.066406
	Iteration 53Q: 3 clusters Score -883234.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -883242.937500 Penalty: 4201.066406
	Iteration 54Q: 3 clusters Score -883242.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -883247.875000 Penalty: 4201.066406
	Iteration 55Q: 3 clusters Score -883247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -883250.562500 Penalty: 4201.066406
	Iteration 56Q: 3 clusters Score -883250.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -883256.000000 Penalty: 4201.066406
	Iteration 57Q: 3 clusters Score -883256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -883260.687500 Penalty: 4201.066406
	Iteration 58Q: 3 clusters Score -883260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -883265.500000 Penalty: 4201.066406
	Iteration 59Q: 3 clusters Score -883265.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -883270.875000 Penalty: 4201.066406
	Iteration 60F: 3 clusters Score -883270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -883277.312500 Penalty: 4201.066406
	Iteration 61Q: 3 clusters Score -883277.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -883283.562500 Penalty: 4201.066406
	Iteration 62Q: 3 clusters Score -883283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -883284.125000 Penalty: 4201.066406
	Iteration 63Q: 3 clusters Score -883284.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -883286.812500 Penalty: 4201.066406
	Iteration 64Q: 3 clusters Score -883286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -883288.062500 Penalty: 4201.066406
	Iteration 65Q: 3 clusters Score -883288.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -883289.125000 Penalty: 4201.066406
	Iteration 66Q: 3 clusters Score -883289.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -883291.187500 Penalty: 4201.066406
	Iteration 67Q: 3 clusters Score -883291.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -883292.312500 Penalty: 4201.066406
	Iteration 68Q: 3 clusters Score -883292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -883293.312500 Penalty: 4201.066406
	Iteration 69Q: 3 clusters Score -883293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -883293.312500 Penalty: 4201.066406
	Iteration 70F: 3 clusters Score -883293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Entering Unmasked Estep 
Score: -9058103.000000 Penalty: 2674.150635
	Iteration 0F: 2 clusters Score -9058103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -9027536.000000 Penalty: 5348.301270
	Iteration 0F: 3 clusters Score -9027536 nChanged 22152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -9039714.000000 Penalty: 5348.301270
	Iteration 1F: 3 clusters Score -9039714 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -9040368.000000 Penalty: 5348.301270
	Iteration 2Q: 3 clusters Score -9040368 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -9040957.000000 Penalty: 5348.301270
	Iteration 3Q: 3 clusters Score -9040957 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -9041592.000000 Penalty: 5348.301270
	Iteration 4Q: 3 clusters Score -9041592 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -9042464.000000 Penalty: 5348.301270
	Iteration 5Q: 3 clusters Score -9042464 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -9043481.000000 Penalty: 5348.301270
	Iteration 6Q: 3 clusters Score -9043481 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -9045015.000000 Penalty: 5348.301270
	Iteration 7F: 3 clusters Score -9045015 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -9046977.000000 Penalty: 5348.301270
	Iteration 8F: 3 clusters Score -9046977 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -9049142.000000 Penalty: 5348.301270
	Iteration 9F: 3 clusters Score -9049142 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -9051220.000000 Penalty: 5348.301270
	Iteration 10F: 3 clusters Score -9051220 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38525 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -9052733.000000 Penalty: 5348.301270
	Iteration 11Q: 3 clusters Score -9052733 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -9053764.000000 Penalty: 5348.301270
	Iteration 12Q: 3 clusters Score -9053764 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -9054466.000000 Penalty: 5348.301270
	Iteration 13Q: 3 clusters Score -9054466 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -9054897.000000 Penalty: 5348.301270
	Iteration 14Q: 3 clusters Score -9054897 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -9055258.000000 Penalty: 5348.301270
	Iteration 15Q: 3 clusters Score -9055258 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -9055558.000000 Penalty: 5348.301270
	Iteration 16Q: 3 clusters Score -9055558 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -9055765.000000 Penalty: 5348.301270
	Iteration 17Q: 3 clusters Score -9055765 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -9055940.000000 Penalty: 5348.301270
	Iteration 18Q: 3 clusters Score -9055940 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9056037.000000 Penalty: 5348.301270
	Iteration 19Q: 3 clusters Score -9056037 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -9056089.000000 Penalty: 5348.301270
	Iteration 20F: 3 clusters Score -9056089 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9056133.000000 Penalty: 5348.301270
	Iteration 21Q: 3 clusters Score -9056133 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9056171.000000 Penalty: 5348.301270
	Iteration 22Q: 3 clusters Score -9056171 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -9056196.000000 Penalty: 5348.301270
	Iteration 23Q: 3 clusters Score -9056196 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -9056222.000000 Penalty: 5348.301270
	Iteration 24Q: 3 clusters Score -9056222 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9056238.000000 Penalty: 5348.301270
	Iteration 25Q: 3 clusters Score -9056238 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9056236.000000 Penalty: 5348.301270
	Iteration 26Q: 3 clusters Score -9056236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9056260.000000 Penalty: 5348.301270
	Iteration 27Q: 3 clusters Score -9056260 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9056276.000000 Penalty: 5348.301270
	Iteration 28Q: 3 clusters Score -9056276 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9056275.000000 Penalty: 5348.301270
	Iteration 29Q: 3 clusters Score -9056275 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -9056282.000000 Penalty: 5348.301270
	Iteration 30Q: 3 clusters Score -9056282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9056272.000000 Penalty: 5348.301270
	Iteration 31Q: 3 clusters Score -9056272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9056255.000000 Penalty: 5348.301270
	Iteration 32Q: 3 clusters Score -9056255 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9056214.000000 Penalty: 5348.301270
	Iteration 33Q: 3 clusters Score -9056214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9056211.000000 Penalty: 5348.301270
	Iteration 34Q: 3 clusters Score -9056211 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9056219.000000 Penalty: 5348.301270
	Iteration 35Q: 3 clusters Score -9056219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9056221.000000 Penalty: 5348.301270
	Iteration 36Q: 3 clusters Score -9056221 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9056248.000000 Penalty: 5348.301270
	Iteration 37Q: 3 clusters Score -9056248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9056240.000000 Penalty: 5348.301270
	Iteration 38Q: 3 clusters Score -9056240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 5348.301270
	Iteration 39Q: 3 clusters Score -9056245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9056236.000000 Penalty: 5348.301270
	Iteration 40F: 3 clusters Score -9056236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9056251.000000 Penalty: 5348.301270
	Iteration 41Q: 3 clusters Score -9056251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47262 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 5348.301270
	Iteration 42Q: 3 clusters Score -9056245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9056246.000000 Penalty: 5348.301270
	Iteration 43Q: 3 clusters Score -9056246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9056258.000000 Penalty: 5348.301270
	Iteration 44Q: 3 clusters Score -9056258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9056249.000000 Penalty: 5348.301270
	Iteration 45Q: 3 clusters Score -9056249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9056244.000000 Penalty: 5348.301270
	Iteration 46Q: 3 clusters Score -9056244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9056240.000000 Penalty: 5348.301270
	Iteration 47Q: 3 clusters Score -9056240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9056244.000000 Penalty: 5348.301270
	Iteration 48Q: 3 clusters Score -9056244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9056241.000000 Penalty: 5348.301270
	Iteration 49Q: 3 clusters Score -9056241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 5348.301270
	Iteration 50Q: 3 clusters Score -9056245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9056249.000000 Penalty: 5348.301270
	Iteration 51Q: 3 clusters Score -9056249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9056242.000000 Penalty: 5348.301270
	Iteration 52Q: 3 clusters Score -9056242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9056233.000000 Penalty: 5348.301270
	Iteration 53Q: 3 clusters Score -9056233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9056228.000000 Penalty: 5348.301270
	Iteration 54Q: 3 clusters Score -9056228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9056238.000000 Penalty: 5348.301270
	Iteration 55Q: 3 clusters Score -9056238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9056238.000000 Penalty: 5348.301270
	Iteration 56Q: 3 clusters Score -9056238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 5348.301270
	Iteration 57Q: 3 clusters Score -9056245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9056239.000000 Penalty: 5348.301270
	Iteration 58Q: 3 clusters Score -9056239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9056238.000000 Penalty: 5348.301270
	Iteration 59Q: 3 clusters Score -9056238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9056242.000000 Penalty: 5348.301270
	Iteration 60F: 3 clusters Score -9056242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9056244.000000 Penalty: 5348.301270
	Iteration 61Q: 3 clusters Score -9056244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9056244.000000 Penalty: 5348.301270
	Iteration 62F: 3 clusters Score -9056244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Entering Unmasked Estep 
Score: -9055268.000000 Penalty: 2674.941895
	Iteration 0F: 2 clusters Score -9055268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -9024895.000000 Penalty: 5349.883789
	Iteration 0F: 3 clusters Score -9024895 nChanged 22216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -9037341.000000 Penalty: 5349.883789
	Iteration 1F: 3 clusters Score -9037341 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -9038166.000000 Penalty: 5349.883789
	Iteration 2Q: 3 clusters Score -9038166 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -9039098.000000 Penalty: 5349.883789
	Iteration 3Q: 3 clusters Score -9039098 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -9040323.000000 Penalty: 5349.883789
	Iteration 4F: 3 clusters Score -9040323 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -9041983.000000 Penalty: 5349.883789
	Iteration 5F: 3 clusters Score -9041983 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -9044319.000000 Penalty: 5349.883789
	Iteration 6F: 3 clusters Score -9044319 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -9046997.000000 Penalty: 5349.883789
	Iteration 7F: 3 clusters Score -9046997 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -9049457.000000 Penalty: 5349.883789
	Iteration 8F: 3 clusters Score -9049457 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -9051157.000000 Penalty: 5349.883789
	Iteration 9Q: 3 clusters Score -9051157 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9052130.000000 Penalty: 5349.883789
	Iteration 10Q: 3 clusters Score -9052130 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9052748.000000 Penalty: 5349.883789
	Iteration 11Q: 3 clusters Score -9052748 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -9053175.000000 Penalty: 5349.883789
	Iteration 12Q: 3 clusters Score -9053175 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -9053484.000000 Penalty: 5349.883789
	Iteration 13Q: 3 clusters Score -9053484 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -9053683.000000 Penalty: 5349.883789
	Iteration 14Q: 3 clusters Score -9053683 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -9053780.000000 Penalty: 5349.883789
	Iteration 15Q: 3 clusters Score -9053780 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9053778.000000 Penalty: 5349.883789
	Iteration 16Q: 3 clusters Score -9053778 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -9053762.000000 Penalty: 5349.883789
	Iteration 17Q: 3 clusters Score -9053762 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -9053767.000000 Penalty: 5349.883789
	Iteration 18Q: 3 clusters Score -9053767 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -9053804.000000 Penalty: 5349.883789
	Iteration 19Q: 3 clusters Score -9053804 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -9053791.000000 Penalty: 5349.883789
	Iteration 20F: 3 clusters Score -9053791 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9053800.000000 Penalty: 5349.883789
	Iteration 21Q: 3 clusters Score -9053800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9053791.000000 Penalty: 5349.883789
	Iteration 22Q: 3 clusters Score -9053791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9053808.000000 Penalty: 5349.883789
	Iteration 23Q: 3 clusters Score -9053808 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9053816.000000 Penalty: 5349.883789
	Iteration 24Q: 3 clusters Score -9053816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9053812.000000 Penalty: 5349.883789
	Iteration 25Q: 3 clusters Score -9053812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9053810.000000 Penalty: 5349.883789
	Iteration 26Q: 3 clusters Score -9053810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9053802.000000 Penalty: 5349.883789
	Iteration 27Q: 3 clusters Score -9053802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9053803.000000 Penalty: 5349.883789
	Iteration 28Q: 3 clusters Score -9053803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9053786.000000 Penalty: 5349.883789
	Iteration 29Q: 3 clusters Score -9053786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9053793.000000 Penalty: 5349.883789
	Iteration 30Q: 3 clusters Score -9053793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9053777.000000 Penalty: 5349.883789
	Iteration 31Q: 3 clusters Score -9053777 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9053775.000000 Penalty: 5349.883789
	Iteration 32Q: 3 clusters Score -9053775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9053774.000000 Penalty: 5349.883789
	Iteration 33Q: 3 clusters Score -9053774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9053779.000000 Penalty: 5349.883789
	Iteration 34Q: 3 clusters Score -9053779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9053772.000000 Penalty: 5349.883789
	Iteration 35Q: 3 clusters Score -9053772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9053775.000000 Penalty: 5349.883789
	Iteration 36Q: 3 clusters Score -9053775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9053776.000000 Penalty: 5349.883789
	Iteration 37Q: 3 clusters Score -9053776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9053782.000000 Penalty: 5349.883789
	Iteration 38Q: 3 clusters Score -9053782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9053771.000000 Penalty: 5349.883789
	Iteration 39Q: 3 clusters Score -9053771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9053763.000000 Penalty: 5349.883789
	Iteration 40F: 3 clusters Score -9053763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9053768.000000 Penalty: 5349.883789
	Iteration 41Q: 3 clusters Score -9053768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9053768.000000 Penalty: 5349.883789
	Iteration 42Q: 3 clusters Score -9053768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9053765.000000 Penalty: 5349.883789
	Iteration 43Q: 3 clusters Score -9053765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9053766.000000 Penalty: 5349.883789
	Iteration 44Q: 3 clusters Score -9053766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9053766.000000 Penalty: 5349.883789
	Iteration 45Q: 3 clusters Score -9053766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9053766.000000 Penalty: 5349.883789
	Iteration 46F: 3 clusters Score -9053766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 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 155 members 
Entering Unmasked Estep 
Score: -24186.277344 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24186.28 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24382.541016 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24382.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24469.683594 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -24469.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24520.527344 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24520.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24539.187500 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24539.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24581.179688 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24581.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24583.972656 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -24583.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -24583.972656 Penalty: 2842.129395
	Iteration 7F: 3 clusters Score -24583.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Entering Unmasked Estep 
Score: -3538869.250000 Penalty: 2441.733398
	Iteration 0F: 2 clusters Score -3538869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3525457.000000 Penalty: 4883.466797
	Iteration 0F: 3 clusters Score -3525457 nChanged 8364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -3529880.250000 Penalty: 4883.466797
	Iteration 1F: 3 clusters Score -3529880 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3530295.500000 Penalty: 4883.466797
	Iteration 2F: 3 clusters Score -3530296 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -3530779.750000 Penalty: 4883.466797
	Iteration 3F: 3 clusters Score -3530780 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -3531376.250000 Penalty: 4883.466797
	Iteration 4F: 3 clusters Score -3531376 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -3532149.750000 Penalty: 4883.466797
	Iteration 5F: 3 clusters Score -3532150 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -3533147.250000 Penalty: 4883.466797
	Iteration 6F: 3 clusters Score -3533147 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3534217.250000 Penalty: 4883.466797
	Iteration 7F: 3 clusters Score -3534217 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -3535321.750000 Penalty: 4883.466797
	Iteration 8F: 3 clusters Score -3535322 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3536300.000000 Penalty: 4883.466797
	Iteration 9F: 3 clusters Score -3536300 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3536860.250000 Penalty: 4883.466797
	Iteration 10Q: 3 clusters Score -3536860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3537088.000000 Penalty: 4883.466797
	Iteration 11Q: 3 clusters Score -3537088 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -3537176.000000 Penalty: 4883.466797
	Iteration 12Q: 3 clusters Score -3537176 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3537224.250000 Penalty: 4883.466797
	Iteration 13Q: 3 clusters Score -3537224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -3537278.000000 Penalty: 4883.466797
	Iteration 14Q: 3 clusters Score -3537278 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3537312.500000 Penalty: 4883.466797
	Iteration 15Q: 3 clusters Score -3537312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -3537339.750000 Penalty: 4883.466797
	Iteration 16Q: 3 clusters Score -3537340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -3537339.250000 Penalty: 4883.466797
	Iteration 17Q: 3 clusters Score -3537339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3537360.000000 Penalty: 4883.466797
	Iteration 18Q: 3 clusters Score -3537360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3537362.500000 Penalty: 4883.466797
	Iteration 19Q: 3 clusters Score -3537362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3537358.750000 Penalty: 4883.466797
	Iteration 20F: 3 clusters Score -3537359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -3537359.750000 Penalty: 4883.466797
	Iteration 21Q: 3 clusters Score -3537360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -3537365.250000 Penalty: 4883.466797
	Iteration 22Q: 3 clusters Score -3537365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3537364.500000 Penalty: 4883.466797
	Iteration 23Q: 3 clusters Score -3537364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -3537363.000000 Penalty: 4883.466797
	Iteration 24Q: 3 clusters Score -3537363 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3537363.500000 Penalty: 4883.466797
	Iteration 25Q: 3 clusters Score -3537364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3537370.000000 Penalty: 4883.466797
	Iteration 26Q: 3 clusters Score -3537370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3537367.250000 Penalty: 4883.466797
	Iteration 27Q: 3 clusters Score -3537367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3537374.250000 Penalty: 4883.466797
	Iteration 28Q: 3 clusters Score -3537374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -3537374.250000 Penalty: 4883.466797
	Iteration 29Q: 3 clusters Score -3537374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3537373.000000 Penalty: 4883.466797
	Iteration 30Q: 3 clusters Score -3537373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3537374.500000 Penalty: 4883.466797
	Iteration 31Q: 3 clusters Score -3537374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -3537381.250000 Penalty: 4883.466797
	Iteration 32Q: 3 clusters Score -3537381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3537387.000000 Penalty: 4883.466797
	Iteration 33Q: 3 clusters Score -3537387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3537383.500000 Penalty: 4883.466797
	Iteration 34Q: 3 clusters Score -3537384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3537385.000000 Penalty: 4883.466797
	Iteration 35Q: 3 clusters Score -3537385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3537382.750000 Penalty: 4883.466797
	Iteration 36Q: 3 clusters Score -3537383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3537383.250000 Penalty: 4883.466797
	Iteration 37Q: 3 clusters Score -3537383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3537383.250000 Penalty: 4883.466797
	Iteration 38F: 3 clusters Score -3537383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -84369.867188 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84369.87 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -84829.437500 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84829.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85180.109375 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -85180.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85348.718750 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85348.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85431.828125 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -85431.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85499.117188 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85499.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -85549.039062 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85549.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -85583.445312 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85583.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -85606.179688 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85606.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85632.265625 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85632.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85636.609375 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85636.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -85636.609375 Penalty: 3192.330566
	Iteration 11F: 3 clusters Score -85636.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -134757.515625 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -134757.5 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 363 members 
Entering Unmasked Estep 
Score: -133065.796875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -133065.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133553.250000 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -133553.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -133729.578125 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -133729.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -133773.015625 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -133773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -133808.000000 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -133808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -133843.812500 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -133843.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -133894.578125 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -133894.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -133956.437500 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -133956.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -133984.359375 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -133984.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -134010.125000 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -134010.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -134020.093750 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -134020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -134033.953125 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -134034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134046.093750 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -134046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -134057.250000 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -134057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134070.484375 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -134070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -134081.187500 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -134081.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -134095.375000 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -134095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -134099.984375 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -134100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -134103.734375 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -134103.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -134104.500000 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -134104.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -134108.515625 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -134108.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -134119.484375 Penalty: 3305.546875
	Iteration 21Q: 3 clusters Score -134119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -134137.953125 Penalty: 3305.546875
	Iteration 22Q: 3 clusters Score -134138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -134143.890625 Penalty: 3305.546875
	Iteration 23Q: 3 clusters Score -134143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -134152.484375 Penalty: 3305.546875
	Iteration 24Q: 3 clusters Score -134152.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -134158.156250 Penalty: 3305.546875
	Iteration 25Q: 3 clusters Score -134158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134162.500000 Penalty: 3305.546875
	Iteration 26Q: 3 clusters Score -134162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -134166.468750 Penalty: 3305.546875
	Iteration 27Q: 3 clusters Score -134166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -134175.328125 Penalty: 3305.546875
	Iteration 28Q: 3 clusters Score -134175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -134179.421875 Penalty: 3305.546875
	Iteration 29Q: 3 clusters Score -134179.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134183.296875 Penalty: 3305.546875
	Iteration 30Q: 3 clusters Score -134183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -134185.781250 Penalty: 3305.546875
	Iteration 31Q: 3 clusters Score -134185.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134189.578125 Penalty: 3305.546875
	Iteration 32Q: 3 clusters Score -134189.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -134197.328125 Penalty: 3305.546875
	Iteration 33Q: 3 clusters Score -134197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134200.359375 Penalty: 3305.546875
	Iteration 34Q: 3 clusters Score -134200.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -134200.359375 Penalty: 3305.546875
	Iteration 35F: 3 clusters Score -134200.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (25955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Entering Unmasked Estep 
Score: -4862678.000000 Penalty: 2520.701660
	Iteration 0F: 2 clusters Score -4862678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -4844781.500000 Penalty: 5041.403320
	Iteration 0F: 3 clusters Score -4844782 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -4851140.500000 Penalty: 5041.403320
	Iteration 1F: 3 clusters Score -4851140 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -4851589.500000 Penalty: 5041.403320
	Iteration 2Q: 3 clusters Score -4851590 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4852114.000000 Penalty: 5041.403320
	Iteration 3Q: 3 clusters Score -4852114 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -4852689.000000 Penalty: 5041.403320
	Iteration 4Q: 3 clusters Score -4852689 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -4853446.000000 Penalty: 5041.403320
	Iteration 5F: 3 clusters Score -4853446 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -4854520.500000 Penalty: 5041.403320
	Iteration 6F: 3 clusters Score -4854520 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4855869.500000 Penalty: 5041.403320
	Iteration 7F: 3 clusters Score -4855870 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4857361.500000 Penalty: 5041.403320
	Iteration 8F: 3 clusters Score -4857362 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4858636.000000 Penalty: 5041.403320
	Iteration 9F: 3 clusters Score -4858636 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -4859407.000000 Penalty: 5041.403320
	Iteration 10Q: 3 clusters Score -4859407 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4859886.000000 Penalty: 5041.403320
	Iteration 11Q: 3 clusters Score -4859886 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4860131.500000 Penalty: 5041.403320
	Iteration 12Q: 3 clusters Score -4860132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4860278.000000 Penalty: 5041.403320
	Iteration 13Q: 3 clusters Score -4860278 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -4860378.500000 Penalty: 5041.403320
	Iteration 14Q: 3 clusters Score -4860378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -4860437.500000 Penalty: 5041.403320
	Iteration 15Q: 3 clusters Score -4860438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -4860480.000000 Penalty: 5041.403320
	Iteration 16Q: 3 clusters Score -4860480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4860501.000000 Penalty: 5041.403320
	Iteration 17Q: 3 clusters Score -4860501 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -4860524.500000 Penalty: 5041.403320
	Iteration 18Q: 3 clusters Score -4860524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4860527.500000 Penalty: 5041.403320
	Iteration 19Q: 3 clusters Score -4860528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -4860547.500000 Penalty: 5041.403320
	Iteration 20F: 3 clusters Score -4860548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -4860553.500000 Penalty: 5041.403320
	Iteration 21Q: 3 clusters Score -4860554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4860560.000000 Penalty: 5041.403320
	Iteration 22Q: 3 clusters Score -4860560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4860570.000000 Penalty: 5041.403320
	Iteration 23Q: 3 clusters Score -4860570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4860586.500000 Penalty: 5041.403320
	Iteration 24Q: 3 clusters Score -4860586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -4860588.000000 Penalty: 5041.403320
	Iteration 25Q: 3 clusters Score -4860588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -4860596.000000 Penalty: 5041.403320
	Iteration 26Q: 3 clusters Score -4860596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -4860602.000000 Penalty: 5041.403320
	Iteration 27Q: 3 clusters Score -4860602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -4860609.000000 Penalty: 5041.403320
	Iteration 28Q: 3 clusters Score -4860609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4860621.000000 Penalty: 5041.403320
	Iteration 29Q: 3 clusters Score -4860621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4860624.000000 Penalty: 5041.403320
	Iteration 30Q: 3 clusters Score -4860624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4860624.000000 Penalty: 5041.403320
	Iteration 31Q: 3 clusters Score -4860624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -4860623.500000 Penalty: 5041.403320
	Iteration 32Q: 3 clusters Score -4860624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4860624.500000 Penalty: 5041.403320
	Iteration 33Q: 3 clusters Score -4860624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4860621.000000 Penalty: 5041.403320
	Iteration 34Q: 3 clusters Score -4860621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4860628.000000 Penalty: 5041.403320
	Iteration 35Q: 3 clusters Score -4860628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4860633.000000 Penalty: 5041.403320
	Iteration 36Q: 3 clusters Score -4860633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4860633.000000 Penalty: 5041.403320
	Iteration 37F: 3 clusters Score -4860633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Entering Unmasked Estep 
Score: -8958650.000000 Penalty: 2671.006836
	Iteration 0F: 2 clusters Score -8958650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8928398.000000 Penalty: 5342.013672
	Iteration 0F: 3 clusters Score -8928398 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8940658.000000 Penalty: 5342.013672
	Iteration 1F: 3 clusters Score -8940658 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -8941303.000000 Penalty: 5342.013672
	Iteration 2Q: 3 clusters Score -8941303 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -8941856.000000 Penalty: 5342.013672
	Iteration 3Q: 3 clusters Score -8941856 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -8942503.000000 Penalty: 5342.013672
	Iteration 4Q: 3 clusters Score -8942503 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -8943352.000000 Penalty: 5342.013672
	Iteration 5Q: 3 clusters Score -8943352 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -8944395.000000 Penalty: 5342.013672
	Iteration 6Q: 3 clusters Score -8944395 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -8946005.000000 Penalty: 5342.013672
	Iteration 7F: 3 clusters Score -8946005 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -8947963.000000 Penalty: 5342.013672
	Iteration 8F: 3 clusters Score -8947963 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -8949982.000000 Penalty: 5342.013672
	Iteration 9F: 3 clusters Score -8949982 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -8951794.000000 Penalty: 5342.013672
	Iteration 10F: 3 clusters Score -8951794 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8953592.000000 Penalty: 5342.013672
	Iteration 11Q: 3 clusters Score -8953592 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8954802.000000 Penalty: 5342.013672
	Iteration 12Q: 3 clusters Score -8954802 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8955403.000000 Penalty: 5342.013672
	Iteration 13Q: 3 clusters Score -8955403 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8955716.000000 Penalty: 5342.013672
	Iteration 14Q: 3 clusters Score -8955716 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8955901.000000 Penalty: 5342.013672
	Iteration 15Q: 3 clusters Score -8955901 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8956020.000000 Penalty: 5342.013672
	Iteration 16Q: 3 clusters Score -8956020 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8956072.000000 Penalty: 5342.013672
	Iteration 17Q: 3 clusters Score -8956072 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8956130.000000 Penalty: 5342.013672
	Iteration 18Q: 3 clusters Score -8956130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8956158.000000 Penalty: 5342.013672
	Iteration 19Q: 3 clusters Score -8956158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8956205.000000 Penalty: 5342.013672
	Iteration 20F: 3 clusters Score -8956205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8956235.000000 Penalty: 5342.013672
	Iteration 21Q: 3 clusters Score -8956235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8956283.000000 Penalty: 5342.013672
	Iteration 22Q: 3 clusters Score -8956283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8956303.000000 Penalty: 5342.013672
	Iteration 23Q: 3 clusters Score -8956303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8956294.000000 Penalty: 5342.013672
	Iteration 24Q: 3 clusters Score -8956294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8956301.000000 Penalty: 5342.013672
	Iteration 25Q: 3 clusters Score -8956301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8956319.000000 Penalty: 5342.013672
	Iteration 26Q: 3 clusters Score -8956319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8956327.000000 Penalty: 5342.013672
	Iteration 27Q: 3 clusters Score -8956327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8956320.000000 Penalty: 5342.013672
	Iteration 28Q: 3 clusters Score -8956320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8956313.000000 Penalty: 5342.013672
	Iteration 29Q: 3 clusters Score -8956313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8956326.000000 Penalty: 5342.013672
	Iteration 30Q: 3 clusters Score -8956326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8956335.000000 Penalty: 5342.013672
	Iteration 31Q: 3 clusters Score -8956335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8956343.000000 Penalty: 5342.013672
	Iteration 32Q: 3 clusters Score -8956343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8956344.000000 Penalty: 5342.013672
	Iteration 33Q: 3 clusters Score -8956344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8956344.000000 Penalty: 5342.013672
	Iteration 34Q: 3 clusters Score -8956344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8956348.000000 Penalty: 5342.013672
	Iteration 35Q: 3 clusters Score -8956348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8956352.000000 Penalty: 5342.013672
	Iteration 36Q: 3 clusters Score -8956352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8956362.000000 Penalty: 5342.013672
	Iteration 37Q: 3 clusters Score -8956362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8956367.000000 Penalty: 5342.013672
	Iteration 38Q: 3 clusters Score -8956367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8956363.000000 Penalty: 5342.013672
	Iteration 39Q: 3 clusters Score -8956363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8956367.000000 Penalty: 5342.013672
	Iteration 40F: 3 clusters Score -8956367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8956371.000000 Penalty: 5342.013672
	Iteration 41Q: 3 clusters Score -8956371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8956371.000000 Penalty: 5342.013672
	Iteration 42F: 3 clusters Score -8956371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -194371.546875 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194371.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194761.281250 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -194761.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -194920.734375 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -194920.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -195018.781250 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -195018.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195116.890625 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -195116.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -195185.968750 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -195186 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -195251.265625 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -195251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195293.062500 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -195293.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195322.937500 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -195322.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195354.796875 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -195354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -195366.468750 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -195366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195381.968750 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -195382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -195398.906250 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -195398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195406.593750 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -195406.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195420.359375 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -195420.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195440.062500 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -195440.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -195460.281250 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -195460.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -195481.562500 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -195481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195499.687500 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -195499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195520.593750 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -195520.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -195551.453125 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -195551.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -195613.953125 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -195614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195696.046875 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -195696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195777.078125 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -195777.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -195821.671875 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -195821.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -195845.437500 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -195845.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -195872.125000 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -195872.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195903.625000 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -195903.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195942.000000 Penalty: 3516.678223
	Iteration 28Q: 3 clusters Score -195942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -195972.765625 Penalty: 3516.678223
	Iteration 29Q: 3 clusters Score -195972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -195998.296875 Penalty: 3516.678223
	Iteration 30Q: 3 clusters Score -195998.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196023.125000 Penalty: 3516.678223
	Iteration 31Q: 3 clusters Score -196023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -196047.296875 Penalty: 3516.678223
	Iteration 32Q: 3 clusters Score -196047.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -196061.062500 Penalty: 3516.678223
	Iteration 33Q: 3 clusters Score -196061.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196070.906250 Penalty: 3516.678223
	Iteration 34Q: 3 clusters Score -196070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -196072.687500 Penalty: 3516.678223
	Iteration 35F: 3 clusters Score -196072.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -196074.312500 Penalty: 3516.678223
	Iteration 36Q: 3 clusters Score -196074.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -196075.656250 Penalty: 3516.678223
	Iteration 37Q: 3 clusters Score -196075.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -196075.656250 Penalty: 3516.678223
	Iteration 38F: 3 clusters Score -196075.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Entering Unmasked Estep 
Score: -5338149.000000 Penalty: 2544.473145
	Iteration 0F: 2 clusters Score -5338149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -5318943.500000 Penalty: 5088.946289
	Iteration 0F: 3 clusters Score -5318944 nChanged 12675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5325591.000000 Penalty: 5088.946289
	Iteration 1F: 3 clusters Score -5325591 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -5325911.000000 Penalty: 5088.946289
	Iteration 2Q: 3 clusters Score -5325911 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -5326200.500000 Penalty: 5088.946289
	Iteration 3Q: 3 clusters Score -5326200 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -5326501.000000 Penalty: 5088.946289
	Iteration 4Q: 3 clusters Score -5326501 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -5326746.500000 Penalty: 5088.946289
	Iteration 5Q: 3 clusters Score -5326746 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5326939.500000 Penalty: 5088.946289
	Iteration 6Q: 3 clusters Score -5326940 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5327155.000000 Penalty: 5088.946289
	Iteration 7Q: 3 clusters Score -5327155 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -5327340.000000 Penalty: 5088.946289
	Iteration 8Q: 3 clusters Score -5327340 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -5327541.000000 Penalty: 5088.946289
	Iteration 9Q: 3 clusters Score -5327541 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5327798.000000 Penalty: 5088.946289
	Iteration 10Q: 3 clusters Score -5327798 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5328196.500000 Penalty: 5088.946289
	Iteration 11Q: 3 clusters Score -5328196 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -5328744.000000 Penalty: 5088.946289
	Iteration 12Q: 3 clusters Score -5328744 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -5329586.000000 Penalty: 5088.946289
	Iteration 13Q: 3 clusters Score -5329586 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5330718.500000 Penalty: 5088.946289
	Iteration 14F: 3 clusters Score -5330718 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -5332055.000000 Penalty: 5088.946289
	Iteration 15F: 3 clusters Score -5332055 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5333389.500000 Penalty: 5088.946289
	Iteration 16Q: 3 clusters Score -5333390 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5334365.500000 Penalty: 5088.946289
	Iteration 17Q: 3 clusters Score -5334366 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -5334943.000000 Penalty: 5088.946289
	Iteration 18Q: 3 clusters Score -5334943 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5335266.500000 Penalty: 5088.946289
	Iteration 19Q: 3 clusters Score -5335266 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -5335457.000000 Penalty: 5088.946289
	Iteration 20F: 3 clusters Score -5335457 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -5335570.500000 Penalty: 5088.946289
	Iteration 21Q: 3 clusters Score -5335570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -5335664.000000 Penalty: 5088.946289
	Iteration 22Q: 3 clusters Score -5335664 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5335705.500000 Penalty: 5088.946289
	Iteration 23Q: 3 clusters Score -5335706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -5335748.000000 Penalty: 5088.946289
	Iteration 24Q: 3 clusters Score -5335748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5335777.000000 Penalty: 5088.946289
	Iteration 25Q: 3 clusters Score -5335777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -5335793.000000 Penalty: 5088.946289
	Iteration 26Q: 3 clusters Score -5335793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -5335802.500000 Penalty: 5088.946289
	Iteration 27Q: 3 clusters Score -5335802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5335824.000000 Penalty: 5088.946289
	Iteration 28Q: 3 clusters Score -5335824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -5335837.000000 Penalty: 5088.946289
	Iteration 29Q: 3 clusters Score -5335837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5335846.500000 Penalty: 5088.946289
	Iteration 30Q: 3 clusters Score -5335846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5335867.500000 Penalty: 5088.946289
	Iteration 31Q: 3 clusters Score -5335868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -5335874.500000 Penalty: 5088.946289
	Iteration 32Q: 3 clusters Score -5335874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5335878.500000 Penalty: 5088.946289
	Iteration 33Q: 3 clusters Score -5335878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5335885.500000 Penalty: 5088.946289
	Iteration 34Q: 3 clusters Score -5335886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -5335892.500000 Penalty: 5088.946289
	Iteration 35Q: 3 clusters Score -5335892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5335903.500000 Penalty: 5088.946289
	Iteration 36Q: 3 clusters Score -5335904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5335908.500000 Penalty: 5088.946289
	Iteration 37Q: 3 clusters Score -5335908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5335907.000000 Penalty: 5088.946289
	Iteration 38Q: 3 clusters Score -5335907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5335903.500000 Penalty: 5088.946289
	Iteration 39Q: 3 clusters Score -5335904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5335903.500000 Penalty: 5088.946289
	Iteration 40F: 3 clusters Score -5335904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -378739.406250 Penalty: 1897.949097
	Iteration 0F: 2 clusters Score -378739.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -376044.625000 Penalty: 3795.898193
	Iteration 0F: 3 clusters Score -376044.6 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -376492.468750 Penalty: 3795.898193
	Iteration 1F: 3 clusters Score -376492.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -376659.343750 Penalty: 3795.898193
	Iteration 2F: 3 clusters Score -376659.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -376748.500000 Penalty: 3795.898193
	Iteration 3F: 3 clusters Score -376748.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -376813.593750 Penalty: 3795.898193
	Iteration 4Q: 3 clusters Score -376813.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -376849.843750 Penalty: 3795.898193
	Iteration 5Q: 3 clusters Score -376849.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -376880.281250 Penalty: 3795.898193
	Iteration 6Q: 3 clusters Score -376880.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -376904.468750 Penalty: 3795.898193
	Iteration 7Q: 3 clusters Score -376904.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -376921.468750 Penalty: 3795.898193
	Iteration 8Q: 3 clusters Score -376921.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -376940.406250 Penalty: 3795.898193
	Iteration 9Q: 3 clusters Score -376940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -376956.843750 Penalty: 3795.898193
	Iteration 10Q: 3 clusters Score -376956.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -376986.531250 Penalty: 3795.898193
	Iteration 11Q: 3 clusters Score -376986.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -377023.750000 Penalty: 3795.898193
	Iteration 12Q: 3 clusters Score -377023.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -377060.593750 Penalty: 3795.898193
	Iteration 13Q: 3 clusters Score -377060.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -377106.625000 Penalty: 3795.898193
	Iteration 14Q: 3 clusters Score -377106.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -377147.281250 Penalty: 3795.898193
	Iteration 15Q: 3 clusters Score -377147.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -377193.562500 Penalty: 3795.898193
	Iteration 16Q: 3 clusters Score -377193.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -377243.625000 Penalty: 3795.898193
	Iteration 17Q: 3 clusters Score -377243.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -377297.218750 Penalty: 3795.898193
	Iteration 18Q: 3 clusters Score -377297.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -377350.468750 Penalty: 3795.898193
	Iteration 19Q: 3 clusters Score -377350.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -377386.312500 Penalty: 3795.898193
	Iteration 20F: 3 clusters Score -377386.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -377414.562500 Penalty: 3795.898193
	Iteration 21Q: 3 clusters Score -377414.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -377440.593750 Penalty: 3795.898193
	Iteration 22Q: 3 clusters Score -377440.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -377464.125000 Penalty: 3795.898193
	Iteration 23Q: 3 clusters Score -377464.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -377485.406250 Penalty: 3795.898193
	Iteration 24Q: 3 clusters Score -377485.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -377506.031250 Penalty: 3795.898193
	Iteration 25Q: 3 clusters Score -377506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -377518.843750 Penalty: 3795.898193
	Iteration 26Q: 3 clusters Score -377518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -377525.062500 Penalty: 3795.898193
	Iteration 27Q: 3 clusters Score -377525.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -377534.156250 Penalty: 3795.898193
	Iteration 28Q: 3 clusters Score -377534.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -377541.437500 Penalty: 3795.898193
	Iteration 29Q: 3 clusters Score -377541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -377546.718750 Penalty: 3795.898193
	Iteration 30Q: 3 clusters Score -377546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -377550.562500 Penalty: 3795.898193
	Iteration 31Q: 3 clusters Score -377550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -377553.156250 Penalty: 3795.898193
	Iteration 32Q: 3 clusters Score -377553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -377554.812500 Penalty: 3795.898193
	Iteration 33Q: 3 clusters Score -377554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -377555.281250 Penalty: 3795.898193
	Iteration 34Q: 3 clusters Score -377555.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377556.937500 Penalty: 3795.898193
	Iteration 35Q: 3 clusters Score -377556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -377558.656250 Penalty: 3795.898193
	Iteration 36Q: 3 clusters Score -377558.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -377561.343750 Penalty: 3795.898193
	Iteration 37Q: 3 clusters Score -377561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -377562.750000 Penalty: 3795.898193
	Iteration 38Q: 3 clusters Score -377562.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -377562.843750 Penalty: 3795.898193
	Iteration 39Q: 3 clusters Score -377562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -377564.687500 Penalty: 3795.898193
	Iteration 40F: 3 clusters Score -377564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377565.750000 Penalty: 3795.898193
	Iteration 41Q: 3 clusters Score -377565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377565.750000 Penalty: 3795.898193
	Iteration 42F: 3 clusters Score -377565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Entering Unmasked Estep 
Score: -7710543.500000 Penalty: 2635.422363
	Iteration 0F: 2 clusters Score -7710544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7682851.000000 Penalty: 5270.844727
	Iteration 0F: 3 clusters Score -7682851 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -7693278.000000 Penalty: 5270.844727
	Iteration 1F: 3 clusters Score -7693278 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -7694126.000000 Penalty: 5270.844727
	Iteration 2Q: 3 clusters Score -7694126 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7695067.000000 Penalty: 5270.844727
	Iteration 3Q: 3 clusters Score -7695067 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -7696154.000000 Penalty: 5270.844727
	Iteration 4Q: 3 clusters Score -7696154 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -7697263.000000 Penalty: 5270.844727
	Iteration 5Q: 3 clusters Score -7697263 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -7698579.000000 Penalty: 5270.844727
	Iteration 6F: 3 clusters Score -7698579 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -7699964.500000 Penalty: 5270.844727
	Iteration 7F: 3 clusters Score -7699964 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -7701352.500000 Penalty: 5270.844727
	Iteration 8F: 3 clusters Score -7701352 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -7702537.000000 Penalty: 5270.844727
	Iteration 9F: 3 clusters Score -7702537 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -7703528.000000 Penalty: 5270.844727
	Iteration 10Q: 3 clusters Score -7703528 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -7704149.000000 Penalty: 5270.844727
	Iteration 11Q: 3 clusters Score -7704149 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -7704552.500000 Penalty: 5270.844727
	Iteration 12Q: 3 clusters Score -7704552 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -7704756.500000 Penalty: 5270.844727
	Iteration 13Q: 3 clusters Score -7704756 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -7704899.000000 Penalty: 5270.844727
	Iteration 14Q: 3 clusters Score -7704899 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -7704976.000000 Penalty: 5270.844727
	Iteration 15Q: 3 clusters Score -7704976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -7705046.500000 Penalty: 5270.844727
	Iteration 16Q: 3 clusters Score -7705046 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -7705109.000000 Penalty: 5270.844727
	Iteration 17Q: 3 clusters Score -7705109 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -7705172.000000 Penalty: 5270.844727
	Iteration 18Q: 3 clusters Score -7705172 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -7705210.500000 Penalty: 5270.844727
	Iteration 19Q: 3 clusters Score -7705210 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -7705238.000000 Penalty: 5270.844727
	Iteration 20F: 3 clusters Score -7705238 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -7705308.000000 Penalty: 5270.844727
	Iteration 21Q: 3 clusters Score -7705308 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -7705321.500000 Penalty: 5270.844727
	Iteration 22Q: 3 clusters Score -7705322 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -7705339.500000 Penalty: 5270.844727
	Iteration 23Q: 3 clusters Score -7705340 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -7705376.500000 Penalty: 5270.844727
	Iteration 24Q: 3 clusters Score -7705376 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -7705403.500000 Penalty: 5270.844727
	Iteration 25Q: 3 clusters Score -7705404 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -7705434.000000 Penalty: 5270.844727
	Iteration 26Q: 3 clusters Score -7705434 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7705482.000000 Penalty: 5270.844727
	Iteration 27Q: 3 clusters Score -7705482 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -7705504.000000 Penalty: 5270.844727
	Iteration 28Q: 3 clusters Score -7705504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -7705527.000000 Penalty: 5270.844727
	Iteration 29Q: 3 clusters Score -7705527 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -7705563.500000 Penalty: 5270.844727
	Iteration 30Q: 3 clusters Score -7705564 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -7705609.500000 Penalty: 5270.844727
	Iteration 31Q: 3 clusters Score -7705610 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -7705693.000000 Penalty: 5270.844727
	Iteration 32Q: 3 clusters Score -7705693 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -7705749.000000 Penalty: 5270.844727
	Iteration 33Q: 3 clusters Score -7705749 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -7705779.500000 Penalty: 5270.844727
	Iteration 34Q: 3 clusters Score -7705780 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -7705842.500000 Penalty: 5270.844727
	Iteration 35Q: 3 clusters Score -7705842 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -7705909.000000 Penalty: 5270.844727
	Iteration 36Q: 3 clusters Score -7705909 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -7705987.500000 Penalty: 5270.844727
	Iteration 37Q: 3 clusters Score -7705988 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -7706033.500000 Penalty: 5270.844727
	Iteration 38Q: 3 clusters Score -7706034 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -7706147.000000 Penalty: 5270.844727
	Iteration 39Q: 3 clusters Score -7706147 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -7706237.000000 Penalty: 5270.844727
	Iteration 40F: 3 clusters Score -7706237 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -7706371.500000 Penalty: 5270.844727
	Iteration 41Q: 3 clusters Score -7706372 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7706525.000000 Penalty: 5270.844727
	Iteration 42Q: 3 clusters Score -7706525 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -7706633.500000 Penalty: 5270.844727
	Iteration 43Q: 3 clusters Score -7706634 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7706786.000000 Penalty: 5270.844727
	Iteration 44Q: 3 clusters Score -7706786 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7706968.500000 Penalty: 5270.844727
	Iteration 45Q: 3 clusters Score -7706968 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7707104.000000 Penalty: 5270.844727
	Iteration 46Q: 3 clusters Score -7707104 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7707283.000000 Penalty: 5270.844727
	Iteration 47Q: 3 clusters Score -7707283 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7707423.500000 Penalty: 5270.844727
	Iteration 48Q: 3 clusters Score -7707424 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -7707536.000000 Penalty: 5270.844727
	Iteration 49Q: 3 clusters Score -7707536 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7707659.500000 Penalty: 5270.844727
	Iteration 50Q: 3 clusters Score -7707660 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7707774.000000 Penalty: 5270.844727
	Iteration 51Q: 3 clusters Score -7707774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7707846.000000 Penalty: 5270.844727
	Iteration 52Q: 3 clusters Score -7707846 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7707910.000000 Penalty: 5270.844727
	Iteration 53Q: 3 clusters Score -7707910 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7707986.000000 Penalty: 5270.844727
	Iteration 54Q: 3 clusters Score -7707986 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7708013.000000 Penalty: 5270.844727
	Iteration 55Q: 3 clusters Score -7708013 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7708068.500000 Penalty: 5270.844727
	Iteration 56Q: 3 clusters Score -7708068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7708087.500000 Penalty: 5270.844727
	Iteration 57Q: 3 clusters Score -7708088 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7708102.500000 Penalty: 5270.844727
	Iteration 58Q: 3 clusters Score -7708102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7708116.500000 Penalty: 5270.844727
	Iteration 59Q: 3 clusters Score -7708116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7708147.000000 Penalty: 5270.844727
	Iteration 60F: 3 clusters Score -7708147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7708161.500000 Penalty: 5270.844727
	Iteration 61Q: 3 clusters Score -7708162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7708179.500000 Penalty: 5270.844727
	Iteration 62Q: 3 clusters Score -7708180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7708219.000000 Penalty: 5270.844727
	Iteration 63Q: 3 clusters Score -7708219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7708237.000000 Penalty: 5270.844727
	Iteration 64Q: 3 clusters Score -7708237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -7708245.500000 Penalty: 5270.844727
	Iteration 65Q: 3 clusters Score -7708246 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7708254.500000 Penalty: 5270.844727
	Iteration 66Q: 3 clusters Score -7708254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7708270.000000 Penalty: 5270.844727
	Iteration 67Q: 3 clusters Score -7708270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7708273.500000 Penalty: 5270.844727
	Iteration 68Q: 3 clusters Score -7708274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7708276.500000 Penalty: 5270.844727
	Iteration 69Q: 3 clusters Score -7708276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7708285.500000 Penalty: 5270.844727
	Iteration 70Q: 3 clusters Score -7708286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7708295.000000 Penalty: 5270.844727
	Iteration 71Q: 3 clusters Score -7708295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7708302.500000 Penalty: 5270.844727
	Iteration 72Q: 3 clusters Score -7708302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7708312.000000 Penalty: 5270.844727
	Iteration 73Q: 3 clusters Score -7708312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7708324.500000 Penalty: 5270.844727
	Iteration 74Q: 3 clusters Score -7708324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7708324.500000 Penalty: 5270.844727
	Iteration 75Q: 3 clusters Score -7708324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7708322.000000 Penalty: 5270.844727
	Iteration 76Q: 3 clusters Score -7708322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7708335.500000 Penalty: 5270.844727
	Iteration 77Q: 3 clusters Score -7708336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7708344.500000 Penalty: 5270.844727
	Iteration 78Q: 3 clusters Score -7708344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7708342.000000 Penalty: 5270.844727
	Iteration 79Q: 3 clusters Score -7708342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7708337.500000 Penalty: 5270.844727
	Iteration 80F: 3 clusters Score -7708338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7708334.500000 Penalty: 5270.844727
	Iteration 81Q: 3 clusters Score -7708334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7708338.000000 Penalty: 5270.844727
	Iteration 82Q: 3 clusters Score -7708338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7708341.500000 Penalty: 5270.844727
	Iteration 83Q: 3 clusters Score -7708342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7708350.000000 Penalty: 5270.844727
	Iteration 84Q: 3 clusters Score -7708350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7708351.000000 Penalty: 5270.844727
	Iteration 85Q: 3 clusters Score -7708351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7708349.500000 Penalty: 5270.844727
	Iteration 86Q: 3 clusters Score -7708350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7708352.500000 Penalty: 5270.844727
	Iteration 87Q: 3 clusters Score -7708352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7708352.500000 Penalty: 5270.844727
	Iteration 88Q: 3 clusters Score -7708352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7708355.000000 Penalty: 5270.844727
	Iteration 89Q: 3 clusters Score -7708355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7708355.000000 Penalty: 5270.844727
	Iteration 90Q: 3 clusters Score -7708355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7708365.500000 Penalty: 5270.844727
	Iteration 91Q: 3 clusters Score -7708366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7708360.000000 Penalty: 5270.844727
	Iteration 92Q: 3 clusters Score -7708360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7708358.000000 Penalty: 5270.844727
	Iteration 93Q: 3 clusters Score -7708358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7708358.000000 Penalty: 5270.844727
	Iteration 94F: 3 clusters Score -7708358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Entering Unmasked Estep 
Score: -7901886.500000 Penalty: 2641.496094
	Iteration 0F: 2 clusters Score -7901886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -7873879.000000 Penalty: 5282.992188
	Iteration 0F: 3 clusters Score -7873879 nChanged 19355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -7884736.500000 Penalty: 5282.992188
	Iteration 1F: 3 clusters Score -7884736 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -7885874.500000 Penalty: 5282.992188
	Iteration 2F: 3 clusters Score -7885874 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -7887268.500000 Penalty: 5282.992188
	Iteration 3F: 3 clusters Score -7887268 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -7889249.500000 Penalty: 5282.992188
	Iteration 4F: 3 clusters Score -7889250 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -7891755.000000 Penalty: 5282.992188
	Iteration 5F: 3 clusters Score -7891755 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -7894548.500000 Penalty: 5282.992188
	Iteration 6F: 3 clusters Score -7894548 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7897255.000000 Penalty: 5282.992188
	Iteration 7F: 3 clusters Score -7897255 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -7898840.000000 Penalty: 5282.992188
	Iteration 8Q: 3 clusters Score -7898840 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -7899516.500000 Penalty: 5282.992188
	Iteration 9Q: 3 clusters Score -7899516 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -7899806.000000 Penalty: 5282.992188
	Iteration 10Q: 3 clusters Score -7899806 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -7899958.500000 Penalty: 5282.992188
	Iteration 11Q: 3 clusters Score -7899958 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -7900044.500000 Penalty: 5282.992188
	Iteration 12Q: 3 clusters Score -7900044 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -7900115.500000 Penalty: 5282.992188
	Iteration 13Q: 3 clusters Score -7900116 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -7900162.500000 Penalty: 5282.992188
	Iteration 14Q: 3 clusters Score -7900162 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -7900193.500000 Penalty: 5282.992188
	Iteration 15Q: 3 clusters Score -7900194 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -7900247.500000 Penalty: 5282.992188
	Iteration 16Q: 3 clusters Score -7900248 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7900266.000000 Penalty: 5282.992188
	Iteration 17Q: 3 clusters Score -7900266 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7900263.500000 Penalty: 5282.992188
	Iteration 18Q: 3 clusters Score -7900264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -7900307.500000 Penalty: 5282.992188
	Iteration 19Q: 3 clusters Score -7900308 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -7900328.000000 Penalty: 5282.992188
	Iteration 20F: 3 clusters Score -7900328 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7900328.500000 Penalty: 5282.992188
	Iteration 21Q: 3 clusters Score -7900328 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -7900356.500000 Penalty: 5282.992188
	Iteration 22Q: 3 clusters Score -7900356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7900382.500000 Penalty: 5282.992188
	Iteration 23Q: 3 clusters Score -7900382 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7900388.000000 Penalty: 5282.992188
	Iteration 24Q: 3 clusters Score -7900388 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -7900419.500000 Penalty: 5282.992188
	Iteration 25Q: 3 clusters Score -7900420 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -7900444.500000 Penalty: 5282.992188
	Iteration 26Q: 3 clusters Score -7900444 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7900451.500000 Penalty: 5282.992188
	Iteration 27Q: 3 clusters Score -7900452 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -7900446.500000 Penalty: 5282.992188
	Iteration 28Q: 3 clusters Score -7900446 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -7900447.500000 Penalty: 5282.992188
	Iteration 29Q: 3 clusters Score -7900448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -7900438.500000 Penalty: 5282.992188
	Iteration 30Q: 3 clusters Score -7900438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7900449.000000 Penalty: 5282.992188
	Iteration 31Q: 3 clusters Score -7900449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7900438.500000 Penalty: 5282.992188
	Iteration 32Q: 3 clusters Score -7900438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7900437.500000 Penalty: 5282.992188
	Iteration 33Q: 3 clusters Score -7900438 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7900452.500000 Penalty: 5282.992188
	Iteration 34Q: 3 clusters Score -7900452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7900461.000000 Penalty: 5282.992188
	Iteration 35Q: 3 clusters Score -7900461 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7900470.500000 Penalty: 5282.992188
	Iteration 36Q: 3 clusters Score -7900470 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7900482.500000 Penalty: 5282.992188
	Iteration 37Q: 3 clusters Score -7900482 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -7900478.500000 Penalty: 5282.992188
	Iteration 38Q: 3 clusters Score -7900478 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7900488.500000 Penalty: 5282.992188
	Iteration 39Q: 3 clusters Score -7900488 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7900492.000000 Penalty: 5282.992188
	Iteration 40F: 3 clusters Score -7900492 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7900508.500000 Penalty: 5282.992188
	Iteration 41Q: 3 clusters Score -7900508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7900497.000000 Penalty: 5282.992188
	Iteration 42Q: 3 clusters Score -7900497 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7900510.500000 Penalty: 5282.992188
	Iteration 43Q: 3 clusters Score -7900510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7900502.500000 Penalty: 5282.992188
	Iteration 44Q: 3 clusters Score -7900502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7900489.000000 Penalty: 5282.992188
	Iteration 45Q: 3 clusters Score -7900489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7900511.500000 Penalty: 5282.992188
	Iteration 46Q: 3 clusters Score -7900512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7900524.500000 Penalty: 5282.992188
	Iteration 47Q: 3 clusters Score -7900524 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7900509.000000 Penalty: 5282.992188
	Iteration 48Q: 3 clusters Score -7900509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7900513.500000 Penalty: 5282.992188
	Iteration 49Q: 3 clusters Score -7900514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7900520.000000 Penalty: 5282.992188
	Iteration 50Q: 3 clusters Score -7900520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7900504.000000 Penalty: 5282.992188
	Iteration 51Q: 3 clusters Score -7900504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7900510.000000 Penalty: 5282.992188
	Iteration 52Q: 3 clusters Score -7900510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -7900502.500000 Penalty: 5282.992188
	Iteration 53Q: 3 clusters Score -7900502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -7900498.500000 Penalty: 5282.992188
	Iteration 54Q: 3 clusters Score -7900498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7900501.500000 Penalty: 5282.992188
	Iteration 55Q: 3 clusters Score -7900502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7900503.500000 Penalty: 5282.992188
	Iteration 56Q: 3 clusters Score -7900504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -7900486.000000 Penalty: 5282.992188
	Iteration 57Q: 3 clusters Score -7900486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7900486.500000 Penalty: 5282.992188
	Iteration 58Q: 3 clusters Score -7900486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7900480.500000 Penalty: 5282.992188
	Iteration 59Q: 3 clusters Score -7900480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -7900479.500000 Penalty: 5282.992188
	Iteration 60F: 3 clusters Score -7900480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -7900478.000000 Penalty: 5282.992188
	Iteration 61Q: 3 clusters Score -7900478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7900478.000000 Penalty: 5282.992188
	Iteration 62Q: 3 clusters Score -7900478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7900474.500000 Penalty: 5282.992188
	Iteration 63Q: 3 clusters Score -7900474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7900476.000000 Penalty: 5282.992188
	Iteration 64Q: 3 clusters Score -7900476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -7900474.500000 Penalty: 5282.992188
	Iteration 65Q: 3 clusters Score -7900474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7900475.000000 Penalty: 5282.992188
	Iteration 66Q: 3 clusters Score -7900475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7900476.000000 Penalty: 5282.992188
	Iteration 67Q: 3 clusters Score -7900476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -7900469.500000 Penalty: 5282.992188
	Iteration 68Q: 3 clusters Score -7900470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7900472.500000 Penalty: 5282.992188
	Iteration 69Q: 3 clusters Score -7900472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7900471.000000 Penalty: 5282.992188
	Iteration 70Q: 3 clusters Score -7900471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7900476.500000 Penalty: 5282.992188
	Iteration 71Q: 3 clusters Score -7900476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7900482.500000 Penalty: 5282.992188
	Iteration 72Q: 3 clusters Score -7900482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7900478.500000 Penalty: 5282.992188
	Iteration 73Q: 3 clusters Score -7900478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7900482.000000 Penalty: 5282.992188
	Iteration 74Q: 3 clusters Score -7900482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7900484.500000 Penalty: 5282.992188
	Iteration 75Q: 3 clusters Score -7900484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -7900483.000000 Penalty: 5282.992188
	Iteration 76Q: 3 clusters Score -7900483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -7900483.000000 Penalty: 5282.992188
	Iteration 77F: 3 clusters Score -7900483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59847.894531 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59847.89 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60157.445312 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60157.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60338.750000 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60338.75 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60441.820312 Penalty: 3120.618408
	Iteration 3F: 3 clusters Score -60441.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -60536.988281 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60536.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60627.085938 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60627.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60702.804688 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60757.359375 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60757.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60769.792969 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60769.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60787.574219 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60787.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60797.539062 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60797.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60798.687500 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60798.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60798.687500 Penalty: 3120.618408
	Iteration 12F: 3 clusters Score -60798.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48741 members 
Entering Unmasked Estep 
Score: -9131762.000000 Penalty: 2676.980469
	Iteration 0F: 2 clusters Score -9131762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -9100978.000000 Penalty: 5353.960938
	Iteration 0F: 3 clusters Score -9100978 nChanged 22571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -9113401.000000 Penalty: 5353.960938
	Iteration 1F: 3 clusters Score -9113401 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -9113969.000000 Penalty: 5353.960938
	Iteration 2Q: 3 clusters Score -9113969 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -9114645.000000 Penalty: 5353.960938
	Iteration 3Q: 3 clusters Score -9114645 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9115438.000000 Penalty: 5353.960938
	Iteration 4Q: 3 clusters Score -9115438 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -9116459.000000 Penalty: 5353.960938
	Iteration 5F: 3 clusters Score -9116459 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -9118203.000000 Penalty: 5353.960938
	Iteration 6F: 3 clusters Score -9118203 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -9120458.000000 Penalty: 5353.960938
	Iteration 7F: 3 clusters Score -9120458 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -9123249.000000 Penalty: 5353.960938
	Iteration 8F: 3 clusters Score -9123249 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -9125953.000000 Penalty: 5353.960938
	Iteration 9F: 3 clusters Score -9125953 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -9127736.000000 Penalty: 5353.960938
	Iteration 10F: 3 clusters Score -9127736 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -9128702.000000 Penalty: 5353.960938
	Iteration 11Q: 3 clusters Score -9128702 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -9129105.000000 Penalty: 5353.960938
	Iteration 12Q: 3 clusters Score -9129105 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9129295.000000 Penalty: 5353.960938
	Iteration 13Q: 3 clusters Score -9129295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9129373.000000 Penalty: 5353.960938
	Iteration 14Q: 3 clusters Score -9129373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9129419.000000 Penalty: 5353.960938
	Iteration 15Q: 3 clusters Score -9129419 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -9129443.000000 Penalty: 5353.960938
	Iteration 16Q: 3 clusters Score -9129443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9129461.000000 Penalty: 5353.960938
	Iteration 17Q: 3 clusters Score -9129461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -9129472.000000 Penalty: 5353.960938
	Iteration 18Q: 3 clusters Score -9129472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9129476.000000 Penalty: 5353.960938
	Iteration 19Q: 3 clusters Score -9129476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9129483.000000 Penalty: 5353.960938
	Iteration 20F: 3 clusters Score -9129483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9129488.000000 Penalty: 5353.960938
	Iteration 21Q: 3 clusters Score -9129488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9129488.000000 Penalty: 5353.960938
	Iteration 22F: 3 clusters Score -9129488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (43691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Entering Unmasked Estep 
Score: -8244908.000000 Penalty: 2649.854492
	Iteration 0F: 2 clusters Score -8244908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8215651.500000 Penalty: 5299.708984
	Iteration 0F: 3 clusters Score -8215652 nChanged 20001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -8226509.000000 Penalty: 5299.708984
	Iteration 1F: 3 clusters Score -8226509 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -8226993.000000 Penalty: 5299.708984
	Iteration 2Q: 3 clusters Score -8226993 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8227470.500000 Penalty: 5299.708984
	Iteration 3Q: 3 clusters Score -8227470 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -8227943.000000 Penalty: 5299.708984
	Iteration 4Q: 3 clusters Score -8227943 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -8228546.000000 Penalty: 5299.708984
	Iteration 5Q: 3 clusters Score -8228546 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -8229393.000000 Penalty: 5299.708984
	Iteration 6Q: 3 clusters Score -8229393 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -8230680.000000 Penalty: 5299.708984
	Iteration 7F: 3 clusters Score -8230680 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -8232502.000000 Penalty: 5299.708984
	Iteration 8F: 3 clusters Score -8232502 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -8234999.500000 Penalty: 5299.708984
	Iteration 9F: 3 clusters Score -8235000 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -8237584.000000 Penalty: 5299.708984
	Iteration 10F: 3 clusters Score -8237584 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8239737.500000 Penalty: 5299.708984
	Iteration 11F: 3 clusters Score -8239738 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8241089.500000 Penalty: 5299.708984
	Iteration 12Q: 3 clusters Score -8241090 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8241877.500000 Penalty: 5299.708984
	Iteration 13Q: 3 clusters Score -8241878 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8242207.000000 Penalty: 5299.708984
	Iteration 14Q: 3 clusters Score -8242207 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8242365.000000 Penalty: 5299.708984
	Iteration 15Q: 3 clusters Score -8242365 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8242456.500000 Penalty: 5299.708984
	Iteration 16Q: 3 clusters Score -8242456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8242494.500000 Penalty: 5299.708984
	Iteration 17Q: 3 clusters Score -8242494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8242520.500000 Penalty: 5299.708984
	Iteration 18Q: 3 clusters Score -8242520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8242543.000000 Penalty: 5299.708984
	Iteration 19Q: 3 clusters Score -8242543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8242554.500000 Penalty: 5299.708984
	Iteration 20F: 3 clusters Score -8242554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8242564.500000 Penalty: 5299.708984
	Iteration 21Q: 3 clusters Score -8242564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8242574.500000 Penalty: 5299.708984
	Iteration 22Q: 3 clusters Score -8242574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8242572.000000 Penalty: 5299.708984
	Iteration 23Q: 3 clusters Score -8242572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8242575.000000 Penalty: 5299.708984
	Iteration 24Q: 3 clusters Score -8242575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8242583.500000 Penalty: 5299.708984
	Iteration 25Q: 3 clusters Score -8242584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8242583.500000 Penalty: 5299.708984
	Iteration 26F: 3 clusters Score -8242584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42388 members 
Mstep: Class 4 contains 16501 members 
Mstep: Class 5 contains 44598 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 53347 members 
Mstep: Class 10 contains 50463 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31978 members 
Mstep: Class 13 contains 41318 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 48188 members 
Mstep: Class 17 contains 48342 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18877 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25955 members 
Mstep: Class 23 contains 47581 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28566 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 41221 members 
Mstep: Class 28 contains 42243 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48741 members 
Mstep: Class 31 contains 43691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158400.000000 Penalty: 103966.859375
Iteration 399Q: 32 clusters Score -1.371584e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42354 members 
Mstep: Class 4 contains 16509 members 
Mstep: Class 5 contains 44616 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 53428 members 
Mstep: Class 10 contains 50478 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31970 members 
Mstep: Class 13 contains 41352 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4773 members 
Mstep: Class 16 contains 48186 members 
Mstep: Class 17 contains 48329 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25963 members 
Mstep: Class 23 contains 47581 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28582 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41242 members 
Mstep: Class 28 contains 42294 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48664 members 
Mstep: Class 31 contains 43733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158208.000000 Penalty: 103966.859375
Iteration 400F: 32 clusters Score -1.371582e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42322 members 
Mstep: Class 4 contains 16512 members 
Mstep: Class 5 contains 44642 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 53482 members 
Mstep: Class 10 contains 50516 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31967 members 
Mstep: Class 13 contains 41388 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 48189 members 
Mstep: Class 17 contains 48314 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18589 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25972 members 
Mstep: Class 23 contains 47566 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28580 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41258 members 
Mstep: Class 28 contains 42348 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48652 members 
Mstep: Class 31 contains 43762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157920.000000 Penalty: 103966.859375
Iteration 401Q: 32 clusters Score -1.371579e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42302 members 
Mstep: Class 4 contains 16529 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 53551 members 
Mstep: Class 10 contains 50539 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 41409 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 48161 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18405 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25972 members 
Mstep: Class 23 contains 47572 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28597 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41269 members 
Mstep: Class 28 contains 42391 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48693 members 
Mstep: Class 31 contains 43757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158224.000000 Penalty: 103966.859375
Iteration 402Q: 32 clusters Score -1.371582e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47296 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42286 members 
Mstep: Class 4 contains 16538 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 53604 members 
Mstep: Class 10 contains 50494 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31960 members 
Mstep: Class 13 contains 41431 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 48141 members 
Mstep: Class 17 contains 48312 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18261 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25962 members 
Mstep: Class 23 contains 47582 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28613 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41296 members 
Mstep: Class 28 contains 42423 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48727 members 
Mstep: Class 31 contains 43764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157952.000000 Penalty: 103966.859375
Iteration 403Q: 32 clusters Score -1.37158e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42249 members 
Mstep: Class 4 contains 16547 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 53627 members 
Mstep: Class 10 contains 50440 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31951 members 
Mstep: Class 13 contains 41452 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 48127 members 
Mstep: Class 17 contains 48312 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18134 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25953 members 
Mstep: Class 23 contains 47594 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28641 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 41313 members 
Mstep: Class 28 contains 42445 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48764 members 
Mstep: Class 31 contains 43819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157840.000000 Penalty: 103966.859375
Iteration 404Q: 32 clusters Score -1.371578e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42198 members 
Mstep: Class 4 contains 16554 members 
Mstep: Class 5 contains 44737 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 53648 members 
Mstep: Class 10 contains 50414 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31945 members 
Mstep: Class 13 contains 41482 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 48108 members 
Mstep: Class 17 contains 48312 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 18017 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25952 members 
Mstep: Class 23 contains 47608 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28660 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41340 members 
Mstep: Class 28 contains 42477 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48762 members 
Mstep: Class 31 contains 43884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157808.000000 Penalty: 103966.859375
Iteration 405Q: 32 clusters Score -1.371578e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42148 members 
Mstep: Class 4 contains 16551 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5567 members 
Mstep: Class 9 contains 53644 members 
Mstep: Class 10 contains 50421 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31928 members 
Mstep: Class 13 contains 41508 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 48095 members 
Mstep: Class 17 contains 48305 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17911 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25954 members 
Mstep: Class 23 contains 47618 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28674 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41384 members 
Mstep: Class 28 contains 42505 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48784 members 
Mstep: Class 31 contains 43928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157728.000000 Penalty: 103966.859375
Iteration 406Q: 32 clusters Score -1.371577e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42125 members 
Mstep: Class 4 contains 16565 members 
Mstep: Class 5 contains 44758 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 53654 members 
Mstep: Class 10 contains 50388 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31917 members 
Mstep: Class 13 contains 41538 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 48075 members 
Mstep: Class 17 contains 48306 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17784 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25954 members 
Mstep: Class 23 contains 47636 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28678 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41429 members 
Mstep: Class 28 contains 42528 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48815 members 
Mstep: Class 31 contains 43960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157680.000000 Penalty: 103966.859375
Iteration 407Q: 32 clusters Score -1.371577e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42096 members 
Mstep: Class 4 contains 16576 members 
Mstep: Class 5 contains 44773 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5564 members 
Mstep: Class 9 contains 53638 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31910 members 
Mstep: Class 13 contains 41572 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 48050 members 
Mstep: Class 17 contains 48301 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17679 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25949 members 
Mstep: Class 23 contains 47675 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28676 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41490 members 
Mstep: Class 28 contains 42545 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48814 members 
Mstep: Class 31 contains 43988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157744.000000 Penalty: 103966.859375
Iteration 408Q: 32 clusters Score -1.371577e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42082 members 
Mstep: Class 4 contains 16584 members 
Mstep: Class 5 contains 44793 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 53617 members 
Mstep: Class 10 contains 50396 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31903 members 
Mstep: Class 13 contains 41589 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 48038 members 
Mstep: Class 17 contains 48307 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17560 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25949 members 
Mstep: Class 23 contains 47677 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28691 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41529 members 
Mstep: Class 28 contains 42554 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48827 members 
Mstep: Class 31 contains 44040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157456.000000 Penalty: 103966.859375
Iteration 409Q: 32 clusters Score -1.371575e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42066 members 
Mstep: Class 4 contains 16594 members 
Mstep: Class 5 contains 44784 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 53600 members 
Mstep: Class 10 contains 50364 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31894 members 
Mstep: Class 13 contains 41606 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 48023 members 
Mstep: Class 17 contains 48325 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17426 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25952 members 
Mstep: Class 23 contains 47671 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28706 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41565 members 
Mstep: Class 28 contains 42565 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48863 members 
Mstep: Class 31 contains 44099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157440.000000 Penalty: 103966.859375
Iteration 410Q: 32 clusters Score -1.371574e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42039 members 
Mstep: Class 4 contains 16607 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 53655 members 
Mstep: Class 10 contains 50313 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31879 members 
Mstep: Class 13 contains 41625 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 47997 members 
Mstep: Class 17 contains 48344 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17318 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25959 members 
Mstep: Class 23 contains 47700 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28719 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41606 members 
Mstep: Class 28 contains 42576 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48857 members 
Mstep: Class 31 contains 44130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157456.000000 Penalty: 103966.859375
Iteration 411Q: 32 clusters Score -1.371575e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 42026 members 
Mstep: Class 4 contains 16620 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 53652 members 
Mstep: Class 10 contains 50288 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31862 members 
Mstep: Class 13 contains 41648 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 47977 members 
Mstep: Class 17 contains 48362 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17220 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25956 members 
Mstep: Class 23 contains 47708 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28730 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41648 members 
Mstep: Class 28 contains 42586 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48835 members 
Mstep: Class 31 contains 44191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157456.000000 Penalty: 103966.859375
Iteration 412Q: 32 clusters Score -1.371575e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41984 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5559 members 
Mstep: Class 9 contains 53686 members 
Mstep: Class 10 contains 50238 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31857 members 
Mstep: Class 13 contains 41675 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 47958 members 
Mstep: Class 17 contains 48375 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 17089 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25954 members 
Mstep: Class 23 contains 47723 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28743 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41700 members 
Mstep: Class 28 contains 42606 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48846 members 
Mstep: Class 31 contains 44215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157424.000000 Penalty: 103966.859375
Iteration 413Q: 32 clusters Score -1.371574e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41954 members 
Mstep: Class 4 contains 16629 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 53689 members 
Mstep: Class 10 contains 50280 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31859 members 
Mstep: Class 13 contains 41709 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 47946 members 
Mstep: Class 17 contains 48397 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16946 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25952 members 
Mstep: Class 23 contains 47716 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28764 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41701 members 
Mstep: Class 28 contains 42613 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48855 members 
Mstep: Class 31 contains 44274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157200.000000 Penalty: 103966.859375
Iteration 414Q: 32 clusters Score -1.371572e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41926 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 53727 members 
Mstep: Class 10 contains 50258 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31845 members 
Mstep: Class 13 contains 41731 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 47947 members 
Mstep: Class 17 contains 48408 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16775 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25949 members 
Mstep: Class 23 contains 47743 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28795 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41689 members 
Mstep: Class 28 contains 42625 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48892 members 
Mstep: Class 31 contains 44323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157200.000000 Penalty: 103966.859375
Iteration 415Q: 32 clusters Score -1.371572e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41902 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 53775 members 
Mstep: Class 10 contains 50243 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31844 members 
Mstep: Class 13 contains 41753 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 47942 members 
Mstep: Class 17 contains 48421 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16613 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25948 members 
Mstep: Class 23 contains 47762 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28846 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41694 members 
Mstep: Class 28 contains 42637 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48898 members 
Mstep: Class 31 contains 44366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157280.000000 Penalty: 103966.859375
Iteration 416Q: 32 clusters Score -1.371573e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41890 members 
Mstep: Class 4 contains 16636 members 
Mstep: Class 5 contains 44752 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 53817 members 
Mstep: Class 10 contains 50230 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31836 members 
Mstep: Class 13 contains 41783 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 47935 members 
Mstep: Class 17 contains 48442 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16452 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25950 members 
Mstep: Class 23 contains 47783 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28860 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41682 members 
Mstep: Class 28 contains 42645 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48907 members 
Mstep: Class 31 contains 44414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157008.000000 Penalty: 103966.859375
Iteration 417Q: 32 clusters Score -1.37157e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41880 members 
Mstep: Class 4 contains 16631 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 53875 members 
Mstep: Class 10 contains 50226 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31829 members 
Mstep: Class 13 contains 41808 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 47928 members 
Mstep: Class 17 contains 48464 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16285 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25953 members 
Mstep: Class 23 contains 47791 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28834 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41667 members 
Mstep: Class 28 contains 42652 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48928 members 
Mstep: Class 31 contains 44478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157104.000000 Penalty: 103966.859375
Iteration 418Q: 32 clusters Score -1.371571e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41848 members 
Mstep: Class 4 contains 16632 members 
Mstep: Class 5 contains 44762 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 53923 members 
Mstep: Class 10 contains 50224 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31819 members 
Mstep: Class 13 contains 41835 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 47916 members 
Mstep: Class 17 contains 48483 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 16119 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25951 members 
Mstep: Class 23 contains 47820 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28839 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41668 members 
Mstep: Class 28 contains 42656 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48960 members 
Mstep: Class 31 contains 44525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157232.000000 Penalty: 103966.859375
Iteration 419Q: 32 clusters Score -1.371572e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41832 members 
Mstep: Class 4 contains 16631 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 53970 members 
Mstep: Class 10 contains 50215 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31808 members 
Mstep: Class 13 contains 41885 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 47909 members 
Mstep: Class 17 contains 48488 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15947 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25957 members 
Mstep: Class 23 contains 47804 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28845 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41688 members 
Mstep: Class 28 contains 42665 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48992 members 
Mstep: Class 31 contains 44582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157392.000000 Penalty: 103966.859375
Iteration 420F: 32 clusters Score -1.371574e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41832 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 44769 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 54007 members 
Mstep: Class 10 contains 50152 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31802 members 
Mstep: Class 13 contains 41923 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 47925 members 
Mstep: Class 17 contains 48481 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15781 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25961 members 
Mstep: Class 23 contains 47839 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28833 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41673 members 
Mstep: Class 28 contains 42678 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49023 members 
Mstep: Class 31 contains 44665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157504.000000 Penalty: 103966.859375
Iteration 421Q: 32 clusters Score -1.371575e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41829 members 
Mstep: Class 4 contains 16630 members 
Mstep: Class 5 contains 44778 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 54017 members 
Mstep: Class 10 contains 50114 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31791 members 
Mstep: Class 13 contains 41955 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 47915 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15638 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 785 members 
Mstep: Class 22 contains 25960 members 
Mstep: Class 23 contains 47906 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28828 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41695 members 
Mstep: Class 28 contains 42691 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49063 members 
Mstep: Class 31 contains 44722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157248.000000 Penalty: 103966.859375
Iteration 422Q: 32 clusters Score -1.371572e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41839 members 
Mstep: Class 4 contains 16627 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 54010 members 
Mstep: Class 10 contains 50164 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31779 members 
Mstep: Class 13 contains 41966 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 47921 members 
Mstep: Class 17 contains 48454 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15508 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25964 members 
Mstep: Class 23 contains 47946 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28797 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 41725 members 
Mstep: Class 28 contains 42706 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49088 members 
Mstep: Class 31 contains 44766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157200.000000 Penalty: 103966.859375
Iteration 423Q: 32 clusters Score -1.371572e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41850 members 
Mstep: Class 4 contains 16618 members 
Mstep: Class 5 contains 44776 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 54011 members 
Mstep: Class 10 contains 50233 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31764 members 
Mstep: Class 13 contains 41984 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 47917 members 
Mstep: Class 17 contains 48459 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25967 members 
Mstep: Class 23 contains 47994 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28766 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41742 members 
Mstep: Class 28 contains 42716 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49092 members 
Mstep: Class 31 contains 44819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156848.000000 Penalty: 103966.859375
Iteration 424Q: 32 clusters Score -1.371568e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41850 members 
Mstep: Class 4 contains 16622 members 
Mstep: Class 5 contains 44776 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 54073 members 
Mstep: Class 10 contains 50252 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31754 members 
Mstep: Class 13 contains 41999 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47929 members 
Mstep: Class 17 contains 48464 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15268 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25972 members 
Mstep: Class 23 contains 47992 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28757 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41762 members 
Mstep: Class 28 contains 42722 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49070 members 
Mstep: Class 31 contains 44879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156880.000000 Penalty: 103966.859375
Iteration 425Q: 32 clusters Score -1.371569e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41855 members 
Mstep: Class 4 contains 16631 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 54126 members 
Mstep: Class 10 contains 50274 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31748 members 
Mstep: Class 13 contains 42008 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 47948 members 
Mstep: Class 17 contains 48454 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15144 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25974 members 
Mstep: Class 23 contains 47997 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28749 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41780 members 
Mstep: Class 28 contains 42741 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49081 members 
Mstep: Class 31 contains 44877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156768.000000 Penalty: 103966.859375
Iteration 426Q: 32 clusters Score -1.371568e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41860 members 
Mstep: Class 4 contains 16642 members 
Mstep: Class 5 contains 44775 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 54194 members 
Mstep: Class 10 contains 50303 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31738 members 
Mstep: Class 13 contains 42027 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 47977 members 
Mstep: Class 17 contains 48447 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 15029 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25980 members 
Mstep: Class 23 contains 48007 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28732 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41792 members 
Mstep: Class 28 contains 42761 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49064 members 
Mstep: Class 31 contains 44886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156736.000000 Penalty: 103966.859375
Iteration 427Q: 32 clusters Score -1.371567e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41864 members 
Mstep: Class 4 contains 16644 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 54285 members 
Mstep: Class 10 contains 50341 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31726 members 
Mstep: Class 13 contains 42047 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47993 members 
Mstep: Class 17 contains 48443 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14913 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25986 members 
Mstep: Class 23 contains 47991 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28707 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 41807 members 
Mstep: Class 28 contains 42775 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49012 members 
Mstep: Class 31 contains 44903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156512.000000 Penalty: 103966.859375
Iteration 428Q: 32 clusters Score -1.371565e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41875 members 
Mstep: Class 4 contains 16652 members 
Mstep: Class 5 contains 44755 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 54413 members 
Mstep: Class 10 contains 50353 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31708 members 
Mstep: Class 13 contains 42078 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 48012 members 
Mstep: Class 17 contains 48422 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 784 members 
Mstep: Class 22 contains 25986 members 
Mstep: Class 23 contains 47965 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28687 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41817 members 
Mstep: Class 28 contains 42787 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48969 members 
Mstep: Class 31 contains 44950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156640.000000 Penalty: 103966.859375
Iteration 429Q: 32 clusters Score -1.371566e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41878 members 
Mstep: Class 4 contains 16656 members 
Mstep: Class 5 contains 44755 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 54530 members 
Mstep: Class 10 contains 50375 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31698 members 
Mstep: Class 13 contains 42111 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 47998 members 
Mstep: Class 17 contains 48412 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25989 members 
Mstep: Class 23 contains 47950 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28675 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 41830 members 
Mstep: Class 28 contains 42796 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48977 members 
Mstep: Class 31 contains 44978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156384.000000 Penalty: 103966.859375
Iteration 430Q: 32 clusters Score -1.371564e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41905 members 
Mstep: Class 4 contains 16657 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 54629 members 
Mstep: Class 10 contains 50406 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31695 members 
Mstep: Class 13 contains 42134 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 47973 members 
Mstep: Class 17 contains 48402 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14392 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25993 members 
Mstep: Class 23 contains 47955 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28674 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41837 members 
Mstep: Class 28 contains 42804 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49032 members 
Mstep: Class 31 contains 44969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156112.000000 Penalty: 103966.859375
Iteration 431Q: 32 clusters Score -1.371561e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41908 members 
Mstep: Class 4 contains 16662 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 54735 members 
Mstep: Class 10 contains 50400 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31685 members 
Mstep: Class 13 contains 42154 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 47964 members 
Mstep: Class 17 contains 48401 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14242 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25999 members 
Mstep: Class 23 contains 47940 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28676 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 41845 members 
Mstep: Class 28 contains 42812 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49070 members 
Mstep: Class 31 contains 44957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156016.000000 Penalty: 103966.859375
Iteration 432Q: 32 clusters Score -1.37156e+08 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41924 members 
Mstep: Class 4 contains 16671 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5548 members 
Mstep: Class 9 contains 54806 members 
Mstep: Class 10 contains 50432 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31678 members 
Mstep: Class 13 contains 42185 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 47942 members 
Mstep: Class 17 contains 48396 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 14064 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 783 members 
Mstep: Class 22 contains 25995 members 
Mstep: Class 23 contains 47938 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28653 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41853 members 
Mstep: Class 28 contains 42821 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49150 members 
Mstep: Class 31 contains 44950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155840.000000 Penalty: 103966.859375
Iteration 433Q: 32 clusters Score -1.371558e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41916 members 
Mstep: Class 4 contains 16673 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 54877 members 
Mstep: Class 10 contains 50478 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31669 members 
Mstep: Class 13 contains 42219 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 47923 members 
Mstep: Class 17 contains 48389 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13914 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 782 members 
Mstep: Class 22 contains 25991 members 
Mstep: Class 23 contains 47936 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28640 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41859 members 
Mstep: Class 28 contains 42832 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49214 members 
Mstep: Class 31 contains 44941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155440.000000 Penalty: 103966.859375
Iteration 434Q: 32 clusters Score -1.371554e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41912 members 
Mstep: Class 4 contains 16679 members 
Mstep: Class 5 contains 44757 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5546 members 
Mstep: Class 9 contains 54944 members 
Mstep: Class 10 contains 50461 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31658 members 
Mstep: Class 13 contains 42252 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 47916 members 
Mstep: Class 17 contains 48390 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13746 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25988 members 
Mstep: Class 23 contains 47910 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28627 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41873 members 
Mstep: Class 28 contains 42843 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49284 members 
Mstep: Class 31 contains 44971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155216.000000 Penalty: 103966.859375
Iteration 435Q: 32 clusters Score -1.371552e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41903 members 
Mstep: Class 4 contains 16684 members 
Mstep: Class 5 contains 44767 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 54984 members 
Mstep: Class 10 contains 50456 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31656 members 
Mstep: Class 13 contains 42270 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 47887 members 
Mstep: Class 17 contains 48394 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13572 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 25996 members 
Mstep: Class 23 contains 47894 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28613 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41887 members 
Mstep: Class 28 contains 42851 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49409 members 
Mstep: Class 31 contains 44972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155104.000000 Penalty: 103966.859375
Iteration 436Q: 32 clusters Score -1.371551e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41883 members 
Mstep: Class 4 contains 16691 members 
Mstep: Class 5 contains 44767 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 55048 members 
Mstep: Class 10 contains 50428 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31649 members 
Mstep: Class 13 contains 42288 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 47852 members 
Mstep: Class 17 contains 48396 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13404 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 26006 members 
Mstep: Class 23 contains 47878 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28606 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41891 members 
Mstep: Class 28 contains 42860 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49509 members 
Mstep: Class 31 contains 44997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155024.000000 Penalty: 103966.859375
Iteration 437Q: 32 clusters Score -1.37155e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41845 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5545 members 
Mstep: Class 9 contains 55129 members 
Mstep: Class 10 contains 50408 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31632 members 
Mstep: Class 13 contains 42310 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 4771 members 
Mstep: Class 16 contains 47844 members 
Mstep: Class 17 contains 48398 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26009 members 
Mstep: Class 23 contains 47860 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28603 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41901 members 
Mstep: Class 28 contains 42864 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49577 members 
Mstep: Class 31 contains 45032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154960.000000 Penalty: 103966.859375
Iteration 438Q: 32 clusters Score -1.37155e+08 nChanged 1020
Entering ConstructFrom: 
Score: -137154960.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Entering Unmasked Estep 
Score: -8907318.000000 Penalty: 2669.957031
	Iteration 0F: 2 clusters Score -8907318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -8877189.000000 Penalty: 5339.914062
	Iteration 0F: 3 clusters Score -8877189 nChanged 21783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -8889204.000000 Penalty: 5339.914062
	Iteration 1F: 3 clusters Score -8889204 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -8889716.000000 Penalty: 5339.914062
	Iteration 2Q: 3 clusters Score -8889716 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -8890181.000000 Penalty: 5339.914062
	Iteration 3Q: 3 clusters Score -8890181 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8890577.000000 Penalty: 5339.914062
	Iteration 4Q: 3 clusters Score -8890577 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8891006.000000 Penalty: 5339.914062
	Iteration 5Q: 3 clusters Score -8891006 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -8891563.000000 Penalty: 5339.914062
	Iteration 6Q: 3 clusters Score -8891563 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -8892292.000000 Penalty: 5339.914062
	Iteration 7Q: 3 clusters Score -8892292 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -8893368.000000 Penalty: 5339.914062
	Iteration 8Q: 3 clusters Score -8893368 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -8895081.000000 Penalty: 5339.914062
	Iteration 9F: 3 clusters Score -8895081 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8897464.000000 Penalty: 5339.914062
	Iteration 10F: 3 clusters Score -8897464 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -8900185.000000 Penalty: 5339.914062
	Iteration 11F: 3 clusters Score -8900185 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8902807.000000 Penalty: 5339.914062
	Iteration 12F: 3 clusters Score -8902807 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8904146.000000 Penalty: 5339.914062
	Iteration 13Q: 3 clusters Score -8904146 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8904683.000000 Penalty: 5339.914062
	Iteration 14Q: 3 clusters Score -8904683 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -8904894.000000 Penalty: 5339.914062
	Iteration 15Q: 3 clusters Score -8904894 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -8904982.000000 Penalty: 5339.914062
	Iteration 16Q: 3 clusters Score -8904982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -8905038.000000 Penalty: 5339.914062
	Iteration 17Q: 3 clusters Score -8905038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8905057.000000 Penalty: 5339.914062
	Iteration 18Q: 3 clusters Score -8905057 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8905065.000000 Penalty: 5339.914062
	Iteration 19Q: 3 clusters Score -8905065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8905068.000000 Penalty: 5339.914062
	Iteration 20F: 3 clusters Score -8905068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -8905074.000000 Penalty: 5339.914062
	Iteration 21Q: 3 clusters Score -8905074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -8905079.000000 Penalty: 5339.914062
	Iteration 22Q: 3 clusters Score -8905079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8905081.000000 Penalty: 5339.914062
	Iteration 23Q: 3 clusters Score -8905081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8905086.000000 Penalty: 5339.914062
	Iteration 24Q: 3 clusters Score -8905086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8905086.000000 Penalty: 5339.914062
	Iteration 25F: 3 clusters Score -8905086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 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 155 members 
Entering Unmasked Estep 
Score: -66341.132812 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66341.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66447.148438 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66447.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66500.882812 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -66500.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66558.757812 Penalty: 2851.698975
	Iteration 3F: 3 clusters Score -66558.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66596.640625 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66596.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66621.632812 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66621.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -66642.648438 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66642.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66655.296875 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66655.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66657.632812 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -66657.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66657.632812 Penalty: 2851.698975
	Iteration 9F: 3 clusters Score -66657.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Entering Unmasked Estep 
Score: -7806560.000000 Penalty: 2638.911133
	Iteration 0F: 2 clusters Score -7806560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7778478.000000 Penalty: 5277.822266
	Iteration 0F: 3 clusters Score -7778478 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -7788868.500000 Penalty: 5277.822266
	Iteration 1F: 3 clusters Score -7788868 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -7789483.000000 Penalty: 5277.822266
	Iteration 2Q: 3 clusters Score -7789483 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -7790326.500000 Penalty: 5277.822266
	Iteration 3Q: 3 clusters Score -7790326 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -7791508.500000 Penalty: 5277.822266
	Iteration 4Q: 3 clusters Score -7791508 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7792922.500000 Penalty: 5277.822266
	Iteration 5F: 3 clusters Score -7792922 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7794540.500000 Penalty: 5277.822266
	Iteration 6F: 3 clusters Score -7794540 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -7796406.000000 Penalty: 5277.822266
	Iteration 7F: 3 clusters Score -7796406 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -7798452.500000 Penalty: 5277.822266
	Iteration 8F: 3 clusters Score -7798452 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -7800416.000000 Penalty: 5277.822266
	Iteration 9F: 3 clusters Score -7800416 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -7801870.500000 Penalty: 5277.822266
	Iteration 10F: 3 clusters Score -7801870 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -7802760.500000 Penalty: 5277.822266
	Iteration 11Q: 3 clusters Score -7802760 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -7803224.500000 Penalty: 5277.822266
	Iteration 12Q: 3 clusters Score -7803224 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -7803560.000000 Penalty: 5277.822266
	Iteration 13Q: 3 clusters Score -7803560 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -7803787.500000 Penalty: 5277.822266
	Iteration 14Q: 3 clusters Score -7803788 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -7803988.500000 Penalty: 5277.822266
	Iteration 15Q: 3 clusters Score -7803988 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7804191.000000 Penalty: 5277.822266
	Iteration 16Q: 3 clusters Score -7804191 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -7804299.000000 Penalty: 5277.822266
	Iteration 17Q: 3 clusters Score -7804299 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -7804415.500000 Penalty: 5277.822266
	Iteration 18Q: 3 clusters Score -7804416 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -7804539.500000 Penalty: 5277.822266
	Iteration 19Q: 3 clusters Score -7804540 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7804623.500000 Penalty: 5277.822266
	Iteration 20F: 3 clusters Score -7804624 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -7804711.000000 Penalty: 5277.822266
	Iteration 21Q: 3 clusters Score -7804711 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -7804785.000000 Penalty: 5277.822266
	Iteration 22Q: 3 clusters Score -7804785 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -7804863.000000 Penalty: 5277.822266
	Iteration 23Q: 3 clusters Score -7804863 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -7804937.500000 Penalty: 5277.822266
	Iteration 24Q: 3 clusters Score -7804938 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -7804988.000000 Penalty: 5277.822266
	Iteration 25Q: 3 clusters Score -7804988 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -7805033.000000 Penalty: 5277.822266
	Iteration 26Q: 3 clusters Score -7805033 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7805088.500000 Penalty: 5277.822266
	Iteration 27Q: 3 clusters Score -7805088 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -7805161.500000 Penalty: 5277.822266
	Iteration 28Q: 3 clusters Score -7805162 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -7805194.500000 Penalty: 5277.822266
	Iteration 29Q: 3 clusters Score -7805194 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -7805225.000000 Penalty: 5277.822266
	Iteration 30Q: 3 clusters Score -7805225 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -7805256.000000 Penalty: 5277.822266
	Iteration 31Q: 3 clusters Score -7805256 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -7805266.500000 Penalty: 5277.822266
	Iteration 32Q: 3 clusters Score -7805266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -7805302.000000 Penalty: 5277.822266
	Iteration 33Q: 3 clusters Score -7805302 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -7805296.000000 Penalty: 5277.822266
	Iteration 34Q: 3 clusters Score -7805296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -7805317.000000 Penalty: 5277.822266
	Iteration 35Q: 3 clusters Score -7805317 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7805319.500000 Penalty: 5277.822266
	Iteration 36Q: 3 clusters Score -7805320 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7805335.000000 Penalty: 5277.822266
	Iteration 37Q: 3 clusters Score -7805335 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7805337.000000 Penalty: 5277.822266
	Iteration 38Q: 3 clusters Score -7805337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7805337.000000 Penalty: 5277.822266
	Iteration 39Q: 3 clusters Score -7805337 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -7805337.500000 Penalty: 5277.822266
	Iteration 40F: 3 clusters Score -7805338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7805364.000000 Penalty: 5277.822266
	Iteration 41Q: 3 clusters Score -7805364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -7805370.500000 Penalty: 5277.822266
	Iteration 42Q: 3 clusters Score -7805370 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7805368.500000 Penalty: 5277.822266
	Iteration 43Q: 3 clusters Score -7805368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7805357.500000 Penalty: 5277.822266
	Iteration 44Q: 3 clusters Score -7805358 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -7805351.000000 Penalty: 5277.822266
	Iteration 45Q: 3 clusters Score -7805351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -7805345.500000 Penalty: 5277.822266
	Iteration 46Q: 3 clusters Score -7805346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -7805348.000000 Penalty: 5277.822266
	Iteration 47Q: 3 clusters Score -7805348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7805346.500000 Penalty: 5277.822266
	Iteration 48Q: 3 clusters Score -7805346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -7805346.000000 Penalty: 5277.822266
	Iteration 49Q: 3 clusters Score -7805346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7805338.000000 Penalty: 5277.822266
	Iteration 50Q: 3 clusters Score -7805338 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7805329.000000 Penalty: 5277.822266
	Iteration 51Q: 3 clusters Score -7805329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7805327.500000 Penalty: 5277.822266
	Iteration 52Q: 3 clusters Score -7805328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7805318.000000 Penalty: 5277.822266
	Iteration 53Q: 3 clusters Score -7805318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -7805328.000000 Penalty: 5277.822266
	Iteration 54Q: 3 clusters Score -7805328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7805345.000000 Penalty: 5277.822266
	Iteration 55Q: 3 clusters Score -7805345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7805330.000000 Penalty: 5277.822266
	Iteration 56Q: 3 clusters Score -7805330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7805334.000000 Penalty: 5277.822266
	Iteration 57Q: 3 clusters Score -7805334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -7805326.000000 Penalty: 5277.822266
	Iteration 58Q: 3 clusters Score -7805326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -7805322.500000 Penalty: 5277.822266
	Iteration 59Q: 3 clusters Score -7805322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7805316.500000 Penalty: 5277.822266
	Iteration 60F: 3 clusters Score -7805316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -7805315.500000 Penalty: 5277.822266
	Iteration 61Q: 3 clusters Score -7805316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7805308.000000 Penalty: 5277.822266
	Iteration 62Q: 3 clusters Score -7805308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7805316.000000 Penalty: 5277.822266
	Iteration 63Q: 3 clusters Score -7805316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -7805309.000000 Penalty: 5277.822266
	Iteration 64Q: 3 clusters Score -7805309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7805314.000000 Penalty: 5277.822266
	Iteration 65Q: 3 clusters Score -7805314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -7805310.500000 Penalty: 5277.822266
	Iteration 66Q: 3 clusters Score -7805310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -7805313.500000 Penalty: 5277.822266
	Iteration 67Q: 3 clusters Score -7805314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -7805313.000000 Penalty: 5277.822266
	Iteration 68Q: 3 clusters Score -7805313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -7805313.500000 Penalty: 5277.822266
	Iteration 69Q: 3 clusters Score -7805314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7805313.500000 Penalty: 5277.822266
	Iteration 70Q: 3 clusters Score -7805314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7805311.000000 Penalty: 5277.822266
	Iteration 71Q: 3 clusters Score -7805311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7805305.500000 Penalty: 5277.822266
	Iteration 72Q: 3 clusters Score -7805306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 5277.822266
	Iteration 73Q: 3 clusters Score -7805307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7805307.500000 Penalty: 5277.822266
	Iteration 74Q: 3 clusters Score -7805308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7805307.000000 Penalty: 5277.822266
	Iteration 75Q: 3 clusters Score -7805307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -7805316.000000 Penalty: 5277.822266
	Iteration 76Q: 3 clusters Score -7805316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -7805314.500000 Penalty: 5277.822266
	Iteration 77Q: 3 clusters Score -7805314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7805310.000000 Penalty: 5277.822266
	Iteration 78Q: 3 clusters Score -7805310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -7805309.000000 Penalty: 5277.822266
	Iteration 79Q: 3 clusters Score -7805309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7805302.500000 Penalty: 5277.822266
	Iteration 80F: 3 clusters Score -7805302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7805300.500000 Penalty: 5277.822266
	Iteration 81Q: 3 clusters Score -7805300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7805298.500000 Penalty: 5277.822266
	Iteration 82Q: 3 clusters Score -7805298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7805298.000000 Penalty: 5277.822266
	Iteration 83Q: 3 clusters Score -7805298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7805297.500000 Penalty: 5277.822266
	Iteration 84Q: 3 clusters Score -7805298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -7805299.500000 Penalty: 5277.822266
	Iteration 85Q: 3 clusters Score -7805300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -7805303.500000 Penalty: 5277.822266
	Iteration 86Q: 3 clusters Score -7805304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7805306.000000 Penalty: 5277.822266
	Iteration 87Q: 3 clusters Score -7805306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -7805302.000000 Penalty: 5277.822266
	Iteration 88Q: 3 clusters Score -7805302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -7805304.000000 Penalty: 5277.822266
	Iteration 89Q: 3 clusters Score -7805304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7805302.000000 Penalty: 5277.822266
	Iteration 90Q: 3 clusters Score -7805302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -7805302.000000 Penalty: 5277.822266
	Iteration 91F: 3 clusters Score -7805302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (16685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Entering Unmasked Estep 
Score: -3112619.000000 Penalty: 2411.121826
	Iteration 0F: 2 clusters Score -3112619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3100706.750000 Penalty: 4822.243652
	Iteration 0F: 3 clusters Score -3100707 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3104472.250000 Penalty: 4822.243652
	Iteration 1F: 3 clusters Score -3104472 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3104821.000000 Penalty: 4822.243652
	Iteration 2F: 3 clusters Score -3104821 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3105076.750000 Penalty: 4822.243652
	Iteration 3Q: 3 clusters Score -3105077 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3105299.000000 Penalty: 4822.243652
	Iteration 4Q: 3 clusters Score -3105299 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3105547.000000 Penalty: 4822.243652
	Iteration 5Q: 3 clusters Score -3105547 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3105825.000000 Penalty: 4822.243652
	Iteration 6Q: 3 clusters Score -3105825 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -3106225.000000 Penalty: 4822.243652
	Iteration 7Q: 3 clusters Score -3106225 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3106769.750000 Penalty: 4822.243652
	Iteration 8F: 3 clusters Score -3106770 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -3107483.750000 Penalty: 4822.243652
	Iteration 9F: 3 clusters Score -3107484 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3108318.250000 Penalty: 4822.243652
	Iteration 10F: 3 clusters Score -3108318 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3109155.750000 Penalty: 4822.243652
	Iteration 11F: 3 clusters Score -3109156 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3109765.500000 Penalty: 4822.243652
	Iteration 12Q: 3 clusters Score -3109766 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3110137.000000 Penalty: 4822.243652
	Iteration 13Q: 3 clusters Score -3110137 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3110328.000000 Penalty: 4822.243652
	Iteration 14Q: 3 clusters Score -3110328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3110412.250000 Penalty: 4822.243652
	Iteration 15Q: 3 clusters Score -3110412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3110453.750000 Penalty: 4822.243652
	Iteration 16Q: 3 clusters Score -3110454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3110467.750000 Penalty: 4822.243652
	Iteration 17Q: 3 clusters Score -3110468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3110481.000000 Penalty: 4822.243652
	Iteration 18Q: 3 clusters Score -3110481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3110487.750000 Penalty: 4822.243652
	Iteration 19Q: 3 clusters Score -3110488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3110511.250000 Penalty: 4822.243652
	Iteration 20F: 3 clusters Score -3110511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3110523.250000 Penalty: 4822.243652
	Iteration 21Q: 3 clusters Score -3110523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3110524.750000 Penalty: 4822.243652
	Iteration 22Q: 3 clusters Score -3110525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3110529.000000 Penalty: 4822.243652
	Iteration 23Q: 3 clusters Score -3110529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3110528.250000 Penalty: 4822.243652
	Iteration 24Q: 3 clusters Score -3110528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3110533.750000 Penalty: 4822.243652
	Iteration 25Q: 3 clusters Score -3110534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3110533.750000 Penalty: 4822.243652
	Iteration 26F: 3 clusters Score -3110534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Entering Unmasked Estep 
Score: -8303684.500000 Penalty: 2655.871582
	Iteration 0F: 2 clusters Score -8303684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8273794.500000 Penalty: 5311.743164
	Iteration 0F: 3 clusters Score -8273794 nChanged 20687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -8285093.500000 Penalty: 5311.743164
	Iteration 1F: 3 clusters Score -8285094 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8285550.500000 Penalty: 5311.743164
	Iteration 2Q: 3 clusters Score -8285550 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8286037.500000 Penalty: 5311.743164
	Iteration 3Q: 3 clusters Score -8286038 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -8286604.500000 Penalty: 5311.743164
	Iteration 4Q: 3 clusters Score -8286604 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -8287310.000000 Penalty: 5311.743164
	Iteration 5Q: 3 clusters Score -8287310 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8288406.000000 Penalty: 5311.743164
	Iteration 6Q: 3 clusters Score -8288406 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -8289950.000000 Penalty: 5311.743164
	Iteration 7F: 3 clusters Score -8289950 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -8291905.000000 Penalty: 5311.743164
	Iteration 8F: 3 clusters Score -8291905 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -8294261.000000 Penalty: 5311.743164
	Iteration 9F: 3 clusters Score -8294261 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -8296569.500000 Penalty: 5311.743164
	Iteration 10F: 3 clusters Score -8296570 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -8298156.500000 Penalty: 5311.743164
	Iteration 11F: 3 clusters Score -8298156 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8299069.000000 Penalty: 5311.743164
	Iteration 12Q: 3 clusters Score -8299069 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -8299658.500000 Penalty: 5311.743164
	Iteration 13Q: 3 clusters Score -8299658 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -8300182.500000 Penalty: 5311.743164
	Iteration 14Q: 3 clusters Score -8300182 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -8300566.500000 Penalty: 5311.743164
	Iteration 15Q: 3 clusters Score -8300566 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -8300942.500000 Penalty: 5311.743164
	Iteration 16Q: 3 clusters Score -8300942 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -8301220.500000 Penalty: 5311.743164
	Iteration 17Q: 3 clusters Score -8301220 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8301461.500000 Penalty: 5311.743164
	Iteration 18Q: 3 clusters Score -8301462 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -8301642.500000 Penalty: 5311.743164
	Iteration 19Q: 3 clusters Score -8301642 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -8301780.500000 Penalty: 5311.743164
	Iteration 20F: 3 clusters Score -8301780 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -8301888.500000 Penalty: 5311.743164
	Iteration 21Q: 3 clusters Score -8301888 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8302001.000000 Penalty: 5311.743164
	Iteration 22Q: 3 clusters Score -8302001 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8302065.000000 Penalty: 5311.743164
	Iteration 23Q: 3 clusters Score -8302065 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -8302127.500000 Penalty: 5311.743164
	Iteration 24Q: 3 clusters Score -8302128 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -8302166.000000 Penalty: 5311.743164
	Iteration 25Q: 3 clusters Score -8302166 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -8302229.500000 Penalty: 5311.743164
	Iteration 26Q: 3 clusters Score -8302230 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -8302284.000000 Penalty: 5311.743164
	Iteration 27Q: 3 clusters Score -8302284 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -8302282.500000 Penalty: 5311.743164
	Iteration 28Q: 3 clusters Score -8302282 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8302321.000000 Penalty: 5311.743164
	Iteration 29Q: 3 clusters Score -8302321 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -8302322.000000 Penalty: 5311.743164
	Iteration 30Q: 3 clusters Score -8302322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -8302348.000000 Penalty: 5311.743164
	Iteration 31Q: 3 clusters Score -8302348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8302353.000000 Penalty: 5311.743164
	Iteration 32Q: 3 clusters Score -8302353 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8302369.000000 Penalty: 5311.743164
	Iteration 33Q: 3 clusters Score -8302369 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -8302366.500000 Penalty: 5311.743164
	Iteration 34Q: 3 clusters Score -8302366 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8302396.000000 Penalty: 5311.743164
	Iteration 35Q: 3 clusters Score -8302396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8302386.500000 Penalty: 5311.743164
	Iteration 36Q: 3 clusters Score -8302386 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -8302396.000000 Penalty: 5311.743164
	Iteration 37Q: 3 clusters Score -8302396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8302404.500000 Penalty: 5311.743164
	Iteration 38Q: 3 clusters Score -8302404 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8302417.500000 Penalty: 5311.743164
	Iteration 39Q: 3 clusters Score -8302418 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8302436.500000 Penalty: 5311.743164
	Iteration 40F: 3 clusters Score -8302436 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -8302460.000000 Penalty: 5311.743164
	Iteration 41Q: 3 clusters Score -8302460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -8302448.500000 Penalty: 5311.743164
	Iteration 42Q: 3 clusters Score -8302448 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -8302469.500000 Penalty: 5311.743164
	Iteration 43Q: 3 clusters Score -8302470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -8302477.000000 Penalty: 5311.743164
	Iteration 44Q: 3 clusters Score -8302477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -8302468.500000 Penalty: 5311.743164
	Iteration 45Q: 3 clusters Score -8302468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -8302471.500000 Penalty: 5311.743164
	Iteration 46Q: 3 clusters Score -8302472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8302462.000000 Penalty: 5311.743164
	Iteration 47Q: 3 clusters Score -8302462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -8302484.000000 Penalty: 5311.743164
	Iteration 48Q: 3 clusters Score -8302484 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8302480.000000 Penalty: 5311.743164
	Iteration 49Q: 3 clusters Score -8302480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -8302494.000000 Penalty: 5311.743164
	Iteration 50Q: 3 clusters Score -8302494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8302515.500000 Penalty: 5311.743164
	Iteration 51Q: 3 clusters Score -8302516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -8302518.500000 Penalty: 5311.743164
	Iteration 52Q: 3 clusters Score -8302518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8302519.500000 Penalty: 5311.743164
	Iteration 53Q: 3 clusters Score -8302520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -8302527.000000 Penalty: 5311.743164
	Iteration 54Q: 3 clusters Score -8302527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8302522.500000 Penalty: 5311.743164
	Iteration 55Q: 3 clusters Score -8302522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8302520.500000 Penalty: 5311.743164
	Iteration 56Q: 3 clusters Score -8302520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8302526.500000 Penalty: 5311.743164
	Iteration 57Q: 3 clusters Score -8302526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41292 members 
Entering Unmasked Estep 
Score: -8302535.500000 Penalty: 5311.743164
	Iteration 58Q: 3 clusters Score -8302536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8302534.500000 Penalty: 5311.743164
	Iteration 59Q: 3 clusters Score -8302534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8302543.500000 Penalty: 5311.743164
	Iteration 60F: 3 clusters Score -8302544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -8302543.000000 Penalty: 5311.743164
	Iteration 61Q: 3 clusters Score -8302543 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -8302548.000000 Penalty: 5311.743164
	Iteration 62Q: 3 clusters Score -8302548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8302548.500000 Penalty: 5311.743164
	Iteration 63Q: 3 clusters Score -8302548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -8302547.500000 Penalty: 5311.743164
	Iteration 64Q: 3 clusters Score -8302548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -8302551.000000 Penalty: 5311.743164
	Iteration 65Q: 3 clusters Score -8302551 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8302551.000000 Penalty: 5311.743164
	Iteration 66Q: 3 clusters Score -8302551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8302545.000000 Penalty: 5311.743164
	Iteration 67Q: 3 clusters Score -8302545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8302545.500000 Penalty: 5311.743164
	Iteration 68Q: 3 clusters Score -8302546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -8302542.000000 Penalty: 5311.743164
	Iteration 69Q: 3 clusters Score -8302542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8302538.000000 Penalty: 5311.743164
	Iteration 70Q: 3 clusters Score -8302538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -8302543.500000 Penalty: 5311.743164
	Iteration 71Q: 3 clusters Score -8302544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8302547.000000 Penalty: 5311.743164
	Iteration 72Q: 3 clusters Score -8302547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -8302535.500000 Penalty: 5311.743164
	Iteration 73Q: 3 clusters Score -8302536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8302535.500000 Penalty: 5311.743164
	Iteration 74Q: 3 clusters Score -8302536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8302534.500000 Penalty: 5311.743164
	Iteration 75Q: 3 clusters Score -8302534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8302534.500000 Penalty: 5311.743164
	Iteration 76F: 3 clusters Score -8302534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 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 327 members 
Entering Unmasked Estep 
Score: -92228.734375 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92228.73 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -92515.570312 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92515.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -92608.031250 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92608.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92746.382812 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92746.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -92867.414062 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92867.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -92940.546875 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92940.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -92988.164062 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92988.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -93034.234375 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -93034.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -93047.664062 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -93047.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93052.734375 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93052.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93072.023438 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -93072.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93074.125000 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -93074.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93074.125000 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -93074.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -183659.218750 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -183659.2 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 537 members 
Entering Unmasked Estep 
Score: -181758.343750 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -181758.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -182067.609375 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -182067.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -182183.171875 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -182183.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -182264.828125 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -182264.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -182307.312500 Penalty: 3451.861816
	Iteration 4Q: 3 clusters Score -182307.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -182351.171875 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -182351.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -182422.625000 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -182422.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -182472.531250 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -182472.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182523.906250 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -182523.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -182586.171875 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -182586.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -182617.265625 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -182617.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -182636.296875 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -182636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -182650.265625 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -182650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -182661.562500 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -182661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -182670.453125 Penalty: 3451.861816
	Iteration 14Q: 3 clusters Score -182670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -182675.078125 Penalty: 3451.861816
	Iteration 15Q: 3 clusters Score -182675.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -182682.390625 Penalty: 3451.861816
	Iteration 16Q: 3 clusters Score -182682.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182691.203125 Penalty: 3451.861816
	Iteration 17Q: 3 clusters Score -182691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -182694.562500 Penalty: 3451.861816
	Iteration 18Q: 3 clusters Score -182694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182695.000000 Penalty: 3451.861816
	Iteration 19Q: 3 clusters Score -182695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -182695.000000 Penalty: 3451.861816
	Iteration 20F: 3 clusters Score -182695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Entering Unmasked Estep 
Score: -1033785.937500 Penalty: 2137.787354
	Iteration 0F: 2 clusters Score -1033786 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 2785 members 
Entering Unmasked Estep 
Score: -1028925.625000 Penalty: 4275.574707
	Iteration 0F: 3 clusters Score -1028926 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1030027.187500 Penalty: 4275.574707
	Iteration 1F: 3 clusters Score -1030027 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1030207.125000 Penalty: 4275.574707
	Iteration 2F: 3 clusters Score -1030207 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1030313.812500 Penalty: 4275.574707
	Iteration 3Q: 3 clusters Score -1030314 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1030409.750000 Penalty: 4275.574707
	Iteration 4Q: 3 clusters Score -1030410 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1030494.875000 Penalty: 4275.574707
	Iteration 5Q: 3 clusters Score -1030495 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1030560.500000 Penalty: 4275.574707
	Iteration 6Q: 3 clusters Score -1030560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1030605.937500 Penalty: 4275.574707
	Iteration 7Q: 3 clusters Score -1030606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1030632.375000 Penalty: 4275.574707
	Iteration 8Q: 3 clusters Score -1030632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1030659.375000 Penalty: 4275.574707
	Iteration 9Q: 3 clusters Score -1030659 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1030681.125000 Penalty: 4275.574707
	Iteration 10Q: 3 clusters Score -1030681 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1030707.437500 Penalty: 4275.574707
	Iteration 11Q: 3 clusters Score -1030707 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1030726.437500 Penalty: 4275.574707
	Iteration 12Q: 3 clusters Score -1030726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1030745.875000 Penalty: 4275.574707
	Iteration 13Q: 3 clusters Score -1030746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1030766.437500 Penalty: 4275.574707
	Iteration 14Q: 3 clusters Score -1030766 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1030789.187500 Penalty: 4275.574707
	Iteration 15Q: 3 clusters Score -1030789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1030806.562500 Penalty: 4275.574707
	Iteration 16Q: 3 clusters Score -1030807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1030824.562500 Penalty: 4275.574707
	Iteration 17Q: 3 clusters Score -1030825 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1030835.000000 Penalty: 4275.574707
	Iteration 18Q: 3 clusters Score -1030835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1030843.625000 Penalty: 4275.574707
	Iteration 19Q: 3 clusters Score -1030844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1030849.437500 Penalty: 4275.574707
	Iteration 20F: 3 clusters Score -1030849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1030858.562500 Penalty: 4275.574707
	Iteration 21Q: 3 clusters Score -1030859 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1030865.875000 Penalty: 4275.574707
	Iteration 22Q: 3 clusters Score -1030866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1030870.562500 Penalty: 4275.574707
	Iteration 23Q: 3 clusters Score -1030871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1030877.500000 Penalty: 4275.574707
	Iteration 24Q: 3 clusters Score -1030878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1030885.750000 Penalty: 4275.574707
	Iteration 25Q: 3 clusters Score -1030886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1030891.875000 Penalty: 4275.574707
	Iteration 26Q: 3 clusters Score -1030892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1030897.187500 Penalty: 4275.574707
	Iteration 27Q: 3 clusters Score -1030897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1030901.187500 Penalty: 4275.574707
	Iteration 28Q: 3 clusters Score -1030901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1030900.000000 Penalty: 4275.574707
	Iteration 29Q: 3 clusters Score -1030900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1030903.250000 Penalty: 4275.574707
	Iteration 30Q: 3 clusters Score -1030903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1030906.000000 Penalty: 4275.574707
	Iteration 31Q: 3 clusters Score -1030906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1030912.312500 Penalty: 4275.574707
	Iteration 32Q: 3 clusters Score -1030912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1030914.750000 Penalty: 4275.574707
	Iteration 33Q: 3 clusters Score -1030915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1030917.812500 Penalty: 4275.574707
	Iteration 34Q: 3 clusters Score -1030918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1030919.937500 Penalty: 4275.574707
	Iteration 35Q: 3 clusters Score -1030920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1030924.000000 Penalty: 4275.574707
	Iteration 36Q: 3 clusters Score -1030924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1030929.312500 Penalty: 4275.574707
	Iteration 37Q: 3 clusters Score -1030929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1030934.750000 Penalty: 4275.574707
	Iteration 38Q: 3 clusters Score -1030935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1030940.000000 Penalty: 4275.574707
	Iteration 39Q: 3 clusters Score -1030940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1030949.000000 Penalty: 4275.574707
	Iteration 40F: 3 clusters Score -1030949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1030953.937500 Penalty: 4275.574707
	Iteration 41Q: 3 clusters Score -1030954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1030956.062500 Penalty: 4275.574707
	Iteration 42Q: 3 clusters Score -1030956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1030960.312500 Penalty: 4275.574707
	Iteration 43Q: 3 clusters Score -1030960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1030961.187500 Penalty: 4275.574707
	Iteration 44Q: 3 clusters Score -1030961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1030962.937500 Penalty: 4275.574707
	Iteration 45Q: 3 clusters Score -1030963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1030968.250000 Penalty: 4275.574707
	Iteration 46Q: 3 clusters Score -1030968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1030971.812500 Penalty: 4275.574707
	Iteration 47Q: 3 clusters Score -1030972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1030975.375000 Penalty: 4275.574707
	Iteration 48Q: 3 clusters Score -1030975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1030982.687500 Penalty: 4275.574707
	Iteration 49Q: 3 clusters Score -1030983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1030987.687500 Penalty: 4275.574707
	Iteration 50Q: 3 clusters Score -1030988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1030994.750000 Penalty: 4275.574707
	Iteration 51Q: 3 clusters Score -1030995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1031002.625000 Penalty: 4275.574707
	Iteration 52Q: 3 clusters Score -1031003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1031010.437500 Penalty: 4275.574707
	Iteration 53Q: 3 clusters Score -1031010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1031018.625000 Penalty: 4275.574707
	Iteration 54Q: 3 clusters Score -1031019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1031024.500000 Penalty: 4275.574707
	Iteration 55Q: 3 clusters Score -1031024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1031036.625000 Penalty: 4275.574707
	Iteration 56Q: 3 clusters Score -1031037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1031054.125000 Penalty: 4275.574707
	Iteration 57Q: 3 clusters Score -1031054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1031074.562500 Penalty: 4275.574707
	Iteration 58Q: 3 clusters Score -1031075 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1031096.937500 Penalty: 4275.574707
	Iteration 59Q: 3 clusters Score -1031097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1031125.437500 Penalty: 4275.574707
	Iteration 60F: 3 clusters Score -1031125 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1031157.125000 Penalty: 4275.574707
	Iteration 61Q: 3 clusters Score -1031157 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1031210.562500 Penalty: 4275.574707
	Iteration 62Q: 3 clusters Score -1031211 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1031260.312500 Penalty: 4275.574707
	Iteration 63Q: 3 clusters Score -1031260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1031311.187500 Penalty: 4275.574707
	Iteration 64Q: 3 clusters Score -1031311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1031355.062500 Penalty: 4275.574707
	Iteration 65Q: 3 clusters Score -1031355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1031415.562500 Penalty: 4275.574707
	Iteration 66Q: 3 clusters Score -1031416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1031470.312500 Penalty: 4275.574707
	Iteration 67Q: 3 clusters Score -1031470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1031527.500000 Penalty: 4275.574707
	Iteration 68Q: 3 clusters Score -1031528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1031579.812500 Penalty: 4275.574707
	Iteration 69Q: 3 clusters Score -1031580 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1031620.750000 Penalty: 4275.574707
	Iteration 70Q: 3 clusters Score -1031621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1031653.437500 Penalty: 4275.574707
	Iteration 71Q: 3 clusters Score -1031653 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1031680.687500 Penalty: 4275.574707
	Iteration 72Q: 3 clusters Score -1031681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1031701.750000 Penalty: 4275.574707
	Iteration 73Q: 3 clusters Score -1031702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1031719.750000 Penalty: 4275.574707
	Iteration 74Q: 3 clusters Score -1031720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1031738.500000 Penalty: 4275.574707
	Iteration 75Q: 3 clusters Score -1031738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1031757.125000 Penalty: 4275.574707
	Iteration 76Q: 3 clusters Score -1031757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1031773.562500 Penalty: 4275.574707
	Iteration 77Q: 3 clusters Score -1031774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1031788.937500 Penalty: 4275.574707
	Iteration 78Q: 3 clusters Score -1031789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1031807.187500 Penalty: 4275.574707
	Iteration 79Q: 3 clusters Score -1031807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1031824.375000 Penalty: 4275.574707
	Iteration 80F: 3 clusters Score -1031824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1031834.687500 Penalty: 4275.574707
	Iteration 81Q: 3 clusters Score -1031835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1031848.250000 Penalty: 4275.574707
	Iteration 82Q: 3 clusters Score -1031848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1031857.875000 Penalty: 4275.574707
	Iteration 83Q: 3 clusters Score -1031858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1031870.062500 Penalty: 4275.574707
	Iteration 84Q: 3 clusters Score -1031870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1031880.500000 Penalty: 4275.574707
	Iteration 85Q: 3 clusters Score -1031880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1031884.500000 Penalty: 4275.574707
	Iteration 86Q: 3 clusters Score -1031884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1031885.750000 Penalty: 4275.574707
	Iteration 87Q: 3 clusters Score -1031886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1031891.250000 Penalty: 4275.574707
	Iteration 88Q: 3 clusters Score -1031891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1031891.187500 Penalty: 4275.574707
	Iteration 89Q: 3 clusters Score -1031891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1031892.937500 Penalty: 4275.574707
	Iteration 90Q: 3 clusters Score -1031893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1031892.937500 Penalty: 4275.574707
	Iteration 91F: 3 clusters Score -1031893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Entering Unmasked Estep 
Score: -10348479.000000 Penalty: 2707.851074
	Iteration 0F: 2 clusters Score -1.034848e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -10316626.000000 Penalty: 5415.702148
	Iteration 0F: 3 clusters Score -1.031663e+07 nChanged 25601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -10331104.000000 Penalty: 5415.702148
	Iteration 1F: 3 clusters Score -1.03311e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -10331629.000000 Penalty: 5415.702148
	Iteration 2Q: 3 clusters Score -1.033163e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -10332124.000000 Penalty: 5415.702148
	Iteration 3Q: 3 clusters Score -1.033212e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -10332698.000000 Penalty: 5415.702148
	Iteration 4Q: 3 clusters Score -1.03327e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -10333474.000000 Penalty: 5415.702148
	Iteration 5Q: 3 clusters Score -1.033347e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -10334497.000000 Penalty: 5415.702148
	Iteration 6Q: 3 clusters Score -1.03345e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -10335941.000000 Penalty: 5415.702148
	Iteration 7F: 3 clusters Score -1.033594e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -10338105.000000 Penalty: 5415.702148
	Iteration 8F: 3 clusters Score -1.03381e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -10340565.000000 Penalty: 5415.702148
	Iteration 9F: 3 clusters Score -1.034056e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -10342828.000000 Penalty: 5415.702148
	Iteration 10F: 3 clusters Score -1.034283e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -10344588.000000 Penalty: 5415.702148
	Iteration 11F: 3 clusters Score -1.034459e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -10345505.000000 Penalty: 5415.702148
	Iteration 12Q: 3 clusters Score -1.03455e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -10345701.000000 Penalty: 5415.702148
	Iteration 13Q: 3 clusters Score -1.03457e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10345859.000000 Penalty: 5415.702148
	Iteration 14Q: 3 clusters Score -1.034586e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10345984.000000 Penalty: 5415.702148
	Iteration 15Q: 3 clusters Score -1.034598e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54323 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10346114.000000 Penalty: 5415.702148
	Iteration 16Q: 3 clusters Score -1.034611e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -10346138.000000 Penalty: 5415.702148
	Iteration 17Q: 3 clusters Score -1.034614e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54587 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10346185.000000 Penalty: 5415.702148
	Iteration 18Q: 3 clusters Score -1.034618e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10346181.000000 Penalty: 5415.702148
	Iteration 19Q: 3 clusters Score -1.034618e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -10346179.000000 Penalty: 5415.702148
	Iteration 20F: 3 clusters Score -1.034618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -10346187.000000 Penalty: 5415.702148
	Iteration 21Q: 3 clusters Score -1.034619e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10346202.000000 Penalty: 5415.702148
	Iteration 22Q: 3 clusters Score -1.03462e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -10346220.000000 Penalty: 5415.702148
	Iteration 23Q: 3 clusters Score -1.034622e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10346248.000000 Penalty: 5415.702148
	Iteration 24Q: 3 clusters Score -1.034625e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54793 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10346254.000000 Penalty: 5415.702148
	Iteration 25Q: 3 clusters Score -1.034625e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10346267.000000 Penalty: 5415.702148
	Iteration 26Q: 3 clusters Score -1.034627e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10346267.000000 Penalty: 5415.702148
	Iteration 27Q: 3 clusters Score -1.034627e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54816 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10346270.000000 Penalty: 5415.702148
	Iteration 28Q: 3 clusters Score -1.034627e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54819 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10346280.000000 Penalty: 5415.702148
	Iteration 29Q: 3 clusters Score -1.034628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10346282.000000 Penalty: 5415.702148
	Iteration 30Q: 3 clusters Score -1.034628e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10346284.000000 Penalty: 5415.702148
	Iteration 31Q: 3 clusters Score -1.034628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10346286.000000 Penalty: 5415.702148
	Iteration 32Q: 3 clusters Score -1.034629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54826 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10346294.000000 Penalty: 5415.702148
	Iteration 33Q: 3 clusters Score -1.034629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10346287.000000 Penalty: 5415.702148
	Iteration 34Q: 3 clusters Score -1.034629e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10346287.000000 Penalty: 5415.702148
	Iteration 35F: 3 clusters Score -1.034629e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Entering Unmasked Estep 
Score: -9490158.000000 Penalty: 2685.202393
	Iteration 0F: 2 clusters Score -9490158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -9459802.000000 Penalty: 5370.404785
	Iteration 0F: 3 clusters Score -9459802 nChanged 23465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9472742.000000 Penalty: 5370.404785
	Iteration 1F: 3 clusters Score -9472742 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -9473343.000000 Penalty: 5370.404785
	Iteration 2Q: 3 clusters Score -9473343 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -9473948.000000 Penalty: 5370.404785
	Iteration 3Q: 3 clusters Score -9473948 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -9474656.000000 Penalty: 5370.404785
	Iteration 4Q: 3 clusters Score -9474656 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -9475824.000000 Penalty: 5370.404785
	Iteration 5Q: 3 clusters Score -9475824 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -9477623.000000 Penalty: 5370.404785
	Iteration 6F: 3 clusters Score -9477623 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -9480295.000000 Penalty: 5370.404785
	Iteration 7F: 3 clusters Score -9480295 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -9483322.000000 Penalty: 5370.404785
	Iteration 8F: 3 clusters Score -9483322 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -9485403.000000 Penalty: 5370.404785
	Iteration 9F: 3 clusters Score -9485403 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -9486420.000000 Penalty: 5370.404785
	Iteration 10Q: 3 clusters Score -9486420 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -9487124.000000 Penalty: 5370.404785
	Iteration 11Q: 3 clusters Score -9487124 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -9487713.000000 Penalty: 5370.404785
	Iteration 12Q: 3 clusters Score -9487713 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -9488082.000000 Penalty: 5370.404785
	Iteration 13Q: 3 clusters Score -9488082 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9488330.000000 Penalty: 5370.404785
	Iteration 14Q: 3 clusters Score -9488330 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9488574.000000 Penalty: 5370.404785
	Iteration 15Q: 3 clusters Score -9488574 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -9488735.000000 Penalty: 5370.404785
	Iteration 16Q: 3 clusters Score -9488735 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -9488881.000000 Penalty: 5370.404785
	Iteration 17Q: 3 clusters Score -9488881 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -9488921.000000 Penalty: 5370.404785
	Iteration 18Q: 3 clusters Score -9488921 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -9488994.000000 Penalty: 5370.404785
	Iteration 19Q: 3 clusters Score -9488994 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -9489023.000000 Penalty: 5370.404785
	Iteration 20F: 3 clusters Score -9489023 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -9488979.000000 Penalty: 5370.404785
	Iteration 21Q: 3 clusters Score -9488979 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -9489044.000000 Penalty: 5370.404785
	Iteration 22Q: 3 clusters Score -9489044 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -9489107.000000 Penalty: 5370.404785
	Iteration 23Q: 3 clusters Score -9489107 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -9489089.000000 Penalty: 5370.404785
	Iteration 24Q: 3 clusters Score -9489089 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -9489075.000000 Penalty: 5370.404785
	Iteration 25Q: 3 clusters Score -9489075 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -9489082.000000 Penalty: 5370.404785
	Iteration 26Q: 3 clusters Score -9489082 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -9489027.000000 Penalty: 5370.404785
	Iteration 27Q: 3 clusters Score -9489027 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -9489094.000000 Penalty: 5370.404785
	Iteration 28Q: 3 clusters Score -9489094 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -9489085.000000 Penalty: 5370.404785
	Iteration 29Q: 3 clusters Score -9489085 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -9489155.000000 Penalty: 5370.404785
	Iteration 30Q: 3 clusters Score -9489155 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -9489135.000000 Penalty: 5370.404785
	Iteration 31Q: 3 clusters Score -9489135 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -9489138.000000 Penalty: 5370.404785
	Iteration 32Q: 3 clusters Score -9489138 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -9489136.000000 Penalty: 5370.404785
	Iteration 33Q: 3 clusters Score -9489136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37203 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -9489105.000000 Penalty: 5370.404785
	Iteration 34Q: 3 clusters Score -9489105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -9489132.000000 Penalty: 5370.404785
	Iteration 35Q: 3 clusters Score -9489132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -9489112.000000 Penalty: 5370.404785
	Iteration 36Q: 3 clusters Score -9489112 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -9489096.000000 Penalty: 5370.404785
	Iteration 37Q: 3 clusters Score -9489096 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -9489095.000000 Penalty: 5370.404785
	Iteration 38Q: 3 clusters Score -9489095 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -9489113.000000 Penalty: 5370.404785
	Iteration 39Q: 3 clusters Score -9489113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -9489124.000000 Penalty: 5370.404785
	Iteration 40F: 3 clusters Score -9489124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -9489108.000000 Penalty: 5370.404785
	Iteration 41Q: 3 clusters Score -9489108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -9489109.000000 Penalty: 5370.404785
	Iteration 42Q: 3 clusters Score -9489109 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9489123.000000 Penalty: 5370.404785
	Iteration 43Q: 3 clusters Score -9489123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -9489108.000000 Penalty: 5370.404785
	Iteration 44Q: 3 clusters Score -9489108 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -9489090.000000 Penalty: 5370.404785
	Iteration 45Q: 3 clusters Score -9489090 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -9489089.000000 Penalty: 5370.404785
	Iteration 46Q: 3 clusters Score -9489089 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -9489091.000000 Penalty: 5370.404785
	Iteration 47Q: 3 clusters Score -9489091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -9489094.000000 Penalty: 5370.404785
	Iteration 48Q: 3 clusters Score -9489094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -9489098.000000 Penalty: 5370.404785
	Iteration 49Q: 3 clusters Score -9489098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -9489101.000000 Penalty: 5370.404785
	Iteration 50Q: 3 clusters Score -9489101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -9489102.000000 Penalty: 5370.404785
	Iteration 51Q: 3 clusters Score -9489102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -9489110.000000 Penalty: 5370.404785
	Iteration 52Q: 3 clusters Score -9489110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -9489133.000000 Penalty: 5370.404785
	Iteration 53Q: 3 clusters Score -9489133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -9489115.000000 Penalty: 5370.404785
	Iteration 54Q: 3 clusters Score -9489115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -9489118.000000 Penalty: 5370.404785
	Iteration 55Q: 3 clusters Score -9489118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -9489108.000000 Penalty: 5370.404785
	Iteration 56Q: 3 clusters Score -9489108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -9489093.000000 Penalty: 5370.404785
	Iteration 57Q: 3 clusters Score -9489093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -9489099.000000 Penalty: 5370.404785
	Iteration 58Q: 3 clusters Score -9489099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -9489092.000000 Penalty: 5370.404785
	Iteration 59Q: 3 clusters Score -9489092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -9489089.000000 Penalty: 5370.404785
	Iteration 60F: 3 clusters Score -9489089 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -9489075.000000 Penalty: 5370.404785
	Iteration 61Q: 3 clusters Score -9489075 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9489078.000000 Penalty: 5370.404785
	Iteration 62Q: 3 clusters Score -9489078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -9489075.000000 Penalty: 5370.404785
	Iteration 63Q: 3 clusters Score -9489075 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -9489073.000000 Penalty: 5370.404785
	Iteration 64Q: 3 clusters Score -9489073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -9489078.000000 Penalty: 5370.404785
	Iteration 65Q: 3 clusters Score -9489078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -9489091.000000 Penalty: 5370.404785
	Iteration 66Q: 3 clusters Score -9489091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -9489095.000000 Penalty: 5370.404785
	Iteration 67Q: 3 clusters Score -9489095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -9489086.000000 Penalty: 5370.404785
	Iteration 68Q: 3 clusters Score -9489086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -9489092.000000 Penalty: 5370.404785
	Iteration 69Q: 3 clusters Score -9489092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -9489079.000000 Penalty: 5370.404785
	Iteration 70Q: 3 clusters Score -9489079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -9489070.000000 Penalty: 5370.404785
	Iteration 71Q: 3 clusters Score -9489070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -9489077.000000 Penalty: 5370.404785
	Iteration 72Q: 3 clusters Score -9489077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -9489086.000000 Penalty: 5370.404785
	Iteration 73Q: 3 clusters Score -9489086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -9489087.000000 Penalty: 5370.404785
	Iteration 74Q: 3 clusters Score -9489087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -9489088.000000 Penalty: 5370.404785
	Iteration 75Q: 3 clusters Score -9489088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -9489095.000000 Penalty: 5370.404785
	Iteration 76Q: 3 clusters Score -9489095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -9489085.000000 Penalty: 5370.404785
	Iteration 77Q: 3 clusters Score -9489085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -9489072.000000 Penalty: 5370.404785
	Iteration 78Q: 3 clusters Score -9489072 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -9489079.000000 Penalty: 5370.404785
	Iteration 79Q: 3 clusters Score -9489079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -9489082.000000 Penalty: 5370.404785
	Iteration 80F: 3 clusters Score -9489082 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -9489058.000000 Penalty: 5370.404785
	Iteration 81Q: 3 clusters Score -9489058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -9489055.000000 Penalty: 5370.404785
	Iteration 82Q: 3 clusters Score -9489055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -9489026.000000 Penalty: 5370.404785
	Iteration 83Q: 3 clusters Score -9489026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -9489016.000000 Penalty: 5370.404785
	Iteration 84Q: 3 clusters Score -9489016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -9489049.000000 Penalty: 5370.404785
	Iteration 85Q: 3 clusters Score -9489049 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -9489029.000000 Penalty: 5370.404785
	Iteration 86Q: 3 clusters Score -9489029 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -9489005.000000 Penalty: 5370.404785
	Iteration 87Q: 3 clusters Score -9489005 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -9489018.000000 Penalty: 5370.404785
	Iteration 88Q: 3 clusters Score -9489018 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -9489011.000000 Penalty: 5370.404785
	Iteration 89Q: 3 clusters Score -9489011 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -9488986.000000 Penalty: 5370.404785
	Iteration 90Q: 3 clusters Score -9488986 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9488982.000000 Penalty: 5370.404785
	Iteration 91Q: 3 clusters Score -9488982 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -9488987.000000 Penalty: 5370.404785
	Iteration 92Q: 3 clusters Score -9488987 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -9488971.000000 Penalty: 5370.404785
	Iteration 93Q: 3 clusters Score -9488971 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -9488943.000000 Penalty: 5370.404785
	Iteration 94Q: 3 clusters Score -9488943 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -9488999.000000 Penalty: 5370.404785
	Iteration 95Q: 3 clusters Score -9488999 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -9489056.000000 Penalty: 5370.404785
	Iteration 96Q: 3 clusters Score -9489056 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -9489012.000000 Penalty: 5370.404785
	Iteration 97Q: 3 clusters Score -9489012 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -9489038.000000 Penalty: 5370.404785
	Iteration 98Q: 3 clusters Score -9489038 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -9489053.000000 Penalty: 5370.404785
	Iteration 99Q: 3 clusters Score -9489053 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -9489070.000000 Penalty: 5370.404785
	Iteration 100F: 3 clusters Score -9489070 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -9489029.000000 Penalty: 5370.404785
	Iteration 101Q: 3 clusters Score -9489029 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -9489060.000000 Penalty: 5370.404785
	Iteration 102Q: 3 clusters Score -9489060 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -9489059.000000 Penalty: 5370.404785
	Iteration 103Q: 3 clusters Score -9489059 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -9489088.000000 Penalty: 5370.404785
	Iteration 104Q: 3 clusters Score -9489088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -9489114.000000 Penalty: 5370.404785
	Iteration 105Q: 3 clusters Score -9489114 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -9489113.000000 Penalty: 5370.404785
	Iteration 106Q: 3 clusters Score -9489113 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -9489144.000000 Penalty: 5370.404785
	Iteration 107Q: 3 clusters Score -9489144 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9489143.000000 Penalty: 5370.404785
	Iteration 108Q: 3 clusters Score -9489143 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -9489142.000000 Penalty: 5370.404785
	Iteration 109Q: 3 clusters Score -9489142 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9489131.000000 Penalty: 5370.404785
	Iteration 110Q: 3 clusters Score -9489131 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9489106.000000 Penalty: 5370.404785
	Iteration 111Q: 3 clusters Score -9489106 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9489078.000000 Penalty: 5370.404785
	Iteration 112Q: 3 clusters Score -9489078 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -9489072.000000 Penalty: 5370.404785
	Iteration 113Q: 3 clusters Score -9489072 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -9489043.000000 Penalty: 5370.404785
	Iteration 114Q: 3 clusters Score -9489043 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -9489022.000000 Penalty: 5370.404785
	Iteration 115Q: 3 clusters Score -9489022 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -9489024.000000 Penalty: 5370.404785
	Iteration 116Q: 3 clusters Score -9489024 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9489003.000000 Penalty: 5370.404785
	Iteration 117Q: 3 clusters Score -9489003 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -9488981.000000 Penalty: 5370.404785
	Iteration 118Q: 3 clusters Score -9488981 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9489020.000000 Penalty: 5370.404785
	Iteration 119Q: 3 clusters Score -9489020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9489028.000000 Penalty: 5370.404785
	Iteration 120F: 3 clusters Score -9489028 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -9488995.000000 Penalty: 5370.404785
	Iteration 121Q: 3 clusters Score -9488995 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9488984.000000 Penalty: 5370.404785
	Iteration 122Q: 3 clusters Score -9488984 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -9488975.000000 Penalty: 5370.404785
	Iteration 123Q: 3 clusters Score -9488975 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9488987.000000 Penalty: 5370.404785
	Iteration 124Q: 3 clusters Score -9488987 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9488977.000000 Penalty: 5370.404785
	Iteration 125Q: 3 clusters Score -9488977 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9488973.000000 Penalty: 5370.404785
	Iteration 126Q: 3 clusters Score -9488973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -9488966.000000 Penalty: 5370.404785
	Iteration 127Q: 3 clusters Score -9488966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9488975.000000 Penalty: 5370.404785
	Iteration 128Q: 3 clusters Score -9488975 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9488979.000000 Penalty: 5370.404785
	Iteration 129Q: 3 clusters Score -9488979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9488976.000000 Penalty: 5370.404785
	Iteration 130Q: 3 clusters Score -9488976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9488975.000000 Penalty: 5370.404785
	Iteration 131Q: 3 clusters Score -9488975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9488990.000000 Penalty: 5370.404785
	Iteration 132Q: 3 clusters Score -9488990 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9488982.000000 Penalty: 5370.404785
	Iteration 133Q: 3 clusters Score -9488982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9489004.000000 Penalty: 5370.404785
	Iteration 134Q: 3 clusters Score -9489004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9489003.000000 Penalty: 5370.404785
	Iteration 135Q: 3 clusters Score -9489003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9489018.000000 Penalty: 5370.404785
	Iteration 136Q: 3 clusters Score -9489018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9489005.000000 Penalty: 5370.404785
	Iteration 137Q: 3 clusters Score -9489005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9488984.000000 Penalty: 5370.404785
	Iteration 138Q: 3 clusters Score -9488984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9488988.000000 Penalty: 5370.404785
	Iteration 139Q: 3 clusters Score -9488988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9489008.000000 Penalty: 5370.404785
	Iteration 140F: 3 clusters Score -9489008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9489003.000000 Penalty: 5370.404785
	Iteration 141Q: 3 clusters Score -9489003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9488999.000000 Penalty: 5370.404785
	Iteration 142Q: 3 clusters Score -9488999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9488997.000000 Penalty: 5370.404785
	Iteration 143Q: 3 clusters Score -9488997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9488989.000000 Penalty: 5370.404785
	Iteration 144Q: 3 clusters Score -9488989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9489000.000000 Penalty: 5370.404785
	Iteration 145Q: 3 clusters Score -9489000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9488994.000000 Penalty: 5370.404785
	Iteration 146Q: 3 clusters Score -9488994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9489001.000000 Penalty: 5370.404785
	Iteration 147Q: 3 clusters Score -9489001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9488993.000000 Penalty: 5370.404785
	Iteration 148Q: 3 clusters Score -9488993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9488997.000000 Penalty: 5370.404785
	Iteration 149Q: 3 clusters Score -9488997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9488992.000000 Penalty: 5370.404785
	Iteration 150Q: 3 clusters Score -9488992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9488987.000000 Penalty: 5370.404785
	Iteration 151Q: 3 clusters Score -9488987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9488987.000000 Penalty: 5370.404785
	Iteration 152Q: 3 clusters Score -9488987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -9488989.000000 Penalty: 5370.404785
	Iteration 153Q: 3 clusters Score -9488989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9488989.000000 Penalty: 5370.404785
	Iteration 154Q: 3 clusters Score -9488989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9488988.000000 Penalty: 5370.404785
	Iteration 155Q: 3 clusters Score -9488988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9488988.000000 Penalty: 5370.404785
	Iteration 156Q: 3 clusters Score -9488988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9488988.000000 Penalty: 5370.404785
	Iteration 157F: 3 clusters Score -9488988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -429149.062500 Penalty: 1936.464111
	Iteration 0F: 2 clusters Score -429149.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -426219.156250 Penalty: 3872.928223
	Iteration 0F: 3 clusters Score -426219.2 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -426857.625000 Penalty: 3872.928223
	Iteration 1F: 3 clusters Score -426857.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -427141.562500 Penalty: 3872.928223
	Iteration 2F: 3 clusters Score -427141.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -427377.531250 Penalty: 3872.928223
	Iteration 3F: 3 clusters Score -427377.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -427573.218750 Penalty: 3872.928223
	Iteration 4F: 3 clusters Score -427573.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -427729.656250 Penalty: 3872.928223
	Iteration 5Q: 3 clusters Score -427729.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -427839.375000 Penalty: 3872.928223
	Iteration 6Q: 3 clusters Score -427839.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -427923.875000 Penalty: 3872.928223
	Iteration 7Q: 3 clusters Score -427923.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -428016.281250 Penalty: 3872.928223
	Iteration 8Q: 3 clusters Score -428016.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -428085.968750 Penalty: 3872.928223
	Iteration 9Q: 3 clusters Score -428086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -428122.718750 Penalty: 3872.928223
	Iteration 10Q: 3 clusters Score -428122.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -428145.062500 Penalty: 3872.928223
	Iteration 11Q: 3 clusters Score -428145.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -428169.000000 Penalty: 3872.928223
	Iteration 12Q: 3 clusters Score -428169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -428188.281250 Penalty: 3872.928223
	Iteration 13Q: 3 clusters Score -428188.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -428198.718750 Penalty: 3872.928223
	Iteration 14Q: 3 clusters Score -428198.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -428203.687500 Penalty: 3872.928223
	Iteration 15Q: 3 clusters Score -428203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -428209.406250 Penalty: 3872.928223
	Iteration 16Q: 3 clusters Score -428209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -428214.968750 Penalty: 3872.928223
	Iteration 17Q: 3 clusters Score -428215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -428221.875000 Penalty: 3872.928223
	Iteration 18Q: 3 clusters Score -428221.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -428227.406250 Penalty: 3872.928223
	Iteration 19Q: 3 clusters Score -428227.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -428230.343750 Penalty: 3872.928223
	Iteration 20F: 3 clusters Score -428230.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -428231.250000 Penalty: 3872.928223
	Iteration 21Q: 3 clusters Score -428231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -428232.500000 Penalty: 3872.928223
	Iteration 22Q: 3 clusters Score -428232.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -428233.843750 Penalty: 3872.928223
	Iteration 23Q: 3 clusters Score -428233.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -428233.843750 Penalty: 3872.928223
	Iteration 24F: 3 clusters Score -428233.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Entering Unmasked Estep 
Score: -5749383.000000 Penalty: 2569.694580
	Iteration 0F: 2 clusters Score -5749383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -5727757.000000 Penalty: 5139.389160
	Iteration 0F: 3 clusters Score -5727757 nChanged 14408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -5735529.000000 Penalty: 5139.389160
	Iteration 1F: 3 clusters Score -5735529 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -5735959.000000 Penalty: 5139.389160
	Iteration 2Q: 3 clusters Score -5735959 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -5736347.000000 Penalty: 5139.389160
	Iteration 3Q: 3 clusters Score -5736347 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -5736680.500000 Penalty: 5139.389160
	Iteration 4Q: 3 clusters Score -5736680 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -5737016.500000 Penalty: 5139.389160
	Iteration 5Q: 3 clusters Score -5737016 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -5737367.000000 Penalty: 5139.389160
	Iteration 6Q: 3 clusters Score -5737367 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -5737684.000000 Penalty: 5139.389160
	Iteration 7Q: 3 clusters Score -5737684 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -5738045.500000 Penalty: 5139.389160
	Iteration 8Q: 3 clusters Score -5738046 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -5738353.500000 Penalty: 5139.389160
	Iteration 9Q: 3 clusters Score -5738354 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -5738755.500000 Penalty: 5139.389160
	Iteration 10Q: 3 clusters Score -5738756 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -5739117.500000 Penalty: 5139.389160
	Iteration 11Q: 3 clusters Score -5739118 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -5739584.000000 Penalty: 5139.389160
	Iteration 12Q: 3 clusters Score -5739584 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5740173.000000 Penalty: 5139.389160
	Iteration 13Q: 3 clusters Score -5740173 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -5740940.000000 Penalty: 5139.389160
	Iteration 14Q: 3 clusters Score -5740940 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5741826.500000 Penalty: 5139.389160
	Iteration 15Q: 3 clusters Score -5741826 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -5742864.000000 Penalty: 5139.389160
	Iteration 16Q: 3 clusters Score -5742864 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5743950.500000 Penalty: 5139.389160
	Iteration 17Q: 3 clusters Score -5743950 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -5744946.500000 Penalty: 5139.389160
	Iteration 18Q: 3 clusters Score -5744946 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5745753.000000 Penalty: 5139.389160
	Iteration 19Q: 3 clusters Score -5745753 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5746270.000000 Penalty: 5139.389160
	Iteration 20F: 3 clusters Score -5746270 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5746596.000000 Penalty: 5139.389160
	Iteration 21Q: 3 clusters Score -5746596 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5746830.500000 Penalty: 5139.389160
	Iteration 22Q: 3 clusters Score -5746830 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5746981.500000 Penalty: 5139.389160
	Iteration 23Q: 3 clusters Score -5746982 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5747101.500000 Penalty: 5139.389160
	Iteration 24Q: 3 clusters Score -5747102 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5747187.000000 Penalty: 5139.389160
	Iteration 25Q: 3 clusters Score -5747187 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5747251.000000 Penalty: 5139.389160
	Iteration 26Q: 3 clusters Score -5747251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5747300.000000 Penalty: 5139.389160
	Iteration 27Q: 3 clusters Score -5747300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5747332.000000 Penalty: 5139.389160
	Iteration 28Q: 3 clusters Score -5747332 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5747356.000000 Penalty: 5139.389160
	Iteration 29Q: 3 clusters Score -5747356 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5747386.000000 Penalty: 5139.389160
	Iteration 30Q: 3 clusters Score -5747386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -5747404.500000 Penalty: 5139.389160
	Iteration 31Q: 3 clusters Score -5747404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5747413.500000 Penalty: 5139.389160
	Iteration 32Q: 3 clusters Score -5747414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5747445.000000 Penalty: 5139.389160
	Iteration 33Q: 3 clusters Score -5747445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5747456.000000 Penalty: 5139.389160
	Iteration 34Q: 3 clusters Score -5747456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5747463.500000 Penalty: 5139.389160
	Iteration 35Q: 3 clusters Score -5747464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5747471.500000 Penalty: 5139.389160
	Iteration 36Q: 3 clusters Score -5747472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5747481.500000 Penalty: 5139.389160
	Iteration 37Q: 3 clusters Score -5747482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5747492.500000 Penalty: 5139.389160
	Iteration 38Q: 3 clusters Score -5747492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5747493.500000 Penalty: 5139.389160
	Iteration 39Q: 3 clusters Score -5747494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5747496.000000 Penalty: 5139.389160
	Iteration 40F: 3 clusters Score -5747496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5747504.000000 Penalty: 5139.389160
	Iteration 41Q: 3 clusters Score -5747504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -5747507.500000 Penalty: 5139.389160
	Iteration 42Q: 3 clusters Score -5747508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5747515.500000 Penalty: 5139.389160
	Iteration 43Q: 3 clusters Score -5747516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5747512.000000 Penalty: 5139.389160
	Iteration 44Q: 3 clusters Score -5747512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5747510.500000 Penalty: 5139.389160
	Iteration 45Q: 3 clusters Score -5747510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5747517.000000 Penalty: 5139.389160
	Iteration 46Q: 3 clusters Score -5747517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5747522.500000 Penalty: 5139.389160
	Iteration 47Q: 3 clusters Score -5747522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5747520.500000 Penalty: 5139.389160
	Iteration 48Q: 3 clusters Score -5747520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5747523.500000 Penalty: 5139.389160
	Iteration 49Q: 3 clusters Score -5747524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -5747523.500000 Penalty: 5139.389160
	Iteration 50F: 3 clusters Score -5747524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Entering Unmasked Estep 
Score: -7840435.500000 Penalty: 2641.883301
	Iteration 0F: 2 clusters Score -7840436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7812296.500000 Penalty: 5283.766602
	Iteration 0F: 3 clusters Score -7812296 nChanged 19329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -7822895.500000 Penalty: 5283.766602
	Iteration 1F: 3 clusters Score -7822896 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -7823393.500000 Penalty: 5283.766602
	Iteration 2Q: 3 clusters Score -7823394 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -7823810.000000 Penalty: 5283.766602
	Iteration 3Q: 3 clusters Score -7823810 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -7824261.500000 Penalty: 5283.766602
	Iteration 4Q: 3 clusters Score -7824262 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -7824813.000000 Penalty: 5283.766602
	Iteration 5Q: 3 clusters Score -7824813 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -7825470.000000 Penalty: 5283.766602
	Iteration 6Q: 3 clusters Score -7825470 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -7826503.500000 Penalty: 5283.766602
	Iteration 7Q: 3 clusters Score -7826504 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -7827942.500000 Penalty: 5283.766602
	Iteration 8Q: 3 clusters Score -7827942 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -7829625.500000 Penalty: 5283.766602
	Iteration 9F: 3 clusters Score -7829626 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -7831370.000000 Penalty: 5283.766602
	Iteration 10F: 3 clusters Score -7831370 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -7832791.000000 Penalty: 5283.766602
	Iteration 11Q: 3 clusters Score -7832791 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -7833745.000000 Penalty: 5283.766602
	Iteration 12Q: 3 clusters Score -7833745 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -7834296.500000 Penalty: 5283.766602
	Iteration 13Q: 3 clusters Score -7834296 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -7834619.500000 Penalty: 5283.766602
	Iteration 14Q: 3 clusters Score -7834620 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -7834789.000000 Penalty: 5283.766602
	Iteration 15Q: 3 clusters Score -7834789 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -7834914.000000 Penalty: 5283.766602
	Iteration 16Q: 3 clusters Score -7834914 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -7835033.000000 Penalty: 5283.766602
	Iteration 17Q: 3 clusters Score -7835033 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7835112.500000 Penalty: 5283.766602
	Iteration 18Q: 3 clusters Score -7835112 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -7835188.500000 Penalty: 5283.766602
	Iteration 19Q: 3 clusters Score -7835188 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -7835243.500000 Penalty: 5283.766602
	Iteration 20F: 3 clusters Score -7835244 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7835262.500000 Penalty: 5283.766602
	Iteration 21Q: 3 clusters Score -7835262 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -7835337.500000 Penalty: 5283.766602
	Iteration 22Q: 3 clusters Score -7835338 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 34159 members 
Entering Unmasked Estep 
Score: -7835372.000000 Penalty: 5283.766602
	Iteration 23Q: 3 clusters Score -7835372 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -7835417.000000 Penalty: 5283.766602
	Iteration 24Q: 3 clusters Score -7835417 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7835460.500000 Penalty: 5283.766602
	Iteration 25Q: 3 clusters Score -7835460 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -7835505.500000 Penalty: 5283.766602
	Iteration 26Q: 3 clusters Score -7835506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -7835550.000000 Penalty: 5283.766602
	Iteration 27Q: 3 clusters Score -7835550 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7835598.000000 Penalty: 5283.766602
	Iteration 28Q: 3 clusters Score -7835598 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -7835647.500000 Penalty: 5283.766602
	Iteration 29Q: 3 clusters Score -7835648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -7835722.500000 Penalty: 5283.766602
	Iteration 30Q: 3 clusters Score -7835722 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -7835801.000000 Penalty: 5283.766602
	Iteration 31Q: 3 clusters Score -7835801 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -7835874.000000 Penalty: 5283.766602
	Iteration 32Q: 3 clusters Score -7835874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7835914.000000 Penalty: 5283.766602
	Iteration 33Q: 3 clusters Score -7835914 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7835949.500000 Penalty: 5283.766602
	Iteration 34Q: 3 clusters Score -7835950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 36283 members 
Entering Unmasked Estep 
Score: -7835998.500000 Penalty: 5283.766602
	Iteration 35Q: 3 clusters Score -7835998 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -7836039.000000 Penalty: 5283.766602
	Iteration 36Q: 3 clusters Score -7836039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -7836087.000000 Penalty: 5283.766602
	Iteration 37Q: 3 clusters Score -7836087 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7836115.000000 Penalty: 5283.766602
	Iteration 38Q: 3 clusters Score -7836115 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7836153.500000 Penalty: 5283.766602
	Iteration 39Q: 3 clusters Score -7836154 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7836181.500000 Penalty: 5283.766602
	Iteration 40F: 3 clusters Score -7836182 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -7836221.000000 Penalty: 5283.766602
	Iteration 41Q: 3 clusters Score -7836221 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7836269.000000 Penalty: 5283.766602
	Iteration 42Q: 3 clusters Score -7836269 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -7836310.000000 Penalty: 5283.766602
	Iteration 43Q: 3 clusters Score -7836310 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -7836380.000000 Penalty: 5283.766602
	Iteration 44Q: 3 clusters Score -7836380 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -7836415.500000 Penalty: 5283.766602
	Iteration 45Q: 3 clusters Score -7836416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -7836487.000000 Penalty: 5283.766602
	Iteration 46Q: 3 clusters Score -7836487 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -7836517.000000 Penalty: 5283.766602
	Iteration 47Q: 3 clusters Score -7836517 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -7836579.500000 Penalty: 5283.766602
	Iteration 48Q: 3 clusters Score -7836580 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7836633.500000 Penalty: 5283.766602
	Iteration 49Q: 3 clusters Score -7836634 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -7836691.500000 Penalty: 5283.766602
	Iteration 50Q: 3 clusters Score -7836692 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -7836737.500000 Penalty: 5283.766602
	Iteration 51Q: 3 clusters Score -7836738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -7836806.000000 Penalty: 5283.766602
	Iteration 52Q: 3 clusters Score -7836806 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7836853.500000 Penalty: 5283.766602
	Iteration 53Q: 3 clusters Score -7836854 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -7836908.500000 Penalty: 5283.766602
	Iteration 54Q: 3 clusters Score -7836908 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -7836951.000000 Penalty: 5283.766602
	Iteration 55Q: 3 clusters Score -7836951 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7837005.000000 Penalty: 5283.766602
	Iteration 56Q: 3 clusters Score -7837005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -7837050.500000 Penalty: 5283.766602
	Iteration 57Q: 3 clusters Score -7837050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -7837103.500000 Penalty: 5283.766602
	Iteration 58Q: 3 clusters Score -7837104 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7837147.500000 Penalty: 5283.766602
	Iteration 59Q: 3 clusters Score -7837148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -7837180.000000 Penalty: 5283.766602
	Iteration 60F: 3 clusters Score -7837180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -7837228.000000 Penalty: 5283.766602
	Iteration 61Q: 3 clusters Score -7837228 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7837277.500000 Penalty: 5283.766602
	Iteration 62Q: 3 clusters Score -7837278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7837302.000000 Penalty: 5283.766602
	Iteration 63Q: 3 clusters Score -7837302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7837329.000000 Penalty: 5283.766602
	Iteration 64Q: 3 clusters Score -7837329 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7837367.000000 Penalty: 5283.766602
	Iteration 65Q: 3 clusters Score -7837367 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7837404.500000 Penalty: 5283.766602
	Iteration 66Q: 3 clusters Score -7837404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7837411.500000 Penalty: 5283.766602
	Iteration 67Q: 3 clusters Score -7837412 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7837447.500000 Penalty: 5283.766602
	Iteration 68Q: 3 clusters Score -7837448 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7837486.500000 Penalty: 5283.766602
	Iteration 69Q: 3 clusters Score -7837486 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7837503.000000 Penalty: 5283.766602
	Iteration 70Q: 3 clusters Score -7837503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7837521.500000 Penalty: 5283.766602
	Iteration 71Q: 3 clusters Score -7837522 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7837565.000000 Penalty: 5283.766602
	Iteration 72Q: 3 clusters Score -7837565 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -7837589.500000 Penalty: 5283.766602
	Iteration 73Q: 3 clusters Score -7837590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7837628.500000 Penalty: 5283.766602
	Iteration 74Q: 3 clusters Score -7837628 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -7837669.000000 Penalty: 5283.766602
	Iteration 75Q: 3 clusters Score -7837669 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7837695.000000 Penalty: 5283.766602
	Iteration 76Q: 3 clusters Score -7837695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -7837707.500000 Penalty: 5283.766602
	Iteration 77Q: 3 clusters Score -7837708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40765 members 
Entering Unmasked Estep 
Score: -7837719.500000 Penalty: 5283.766602
	Iteration 78Q: 3 clusters Score -7837720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -7837731.500000 Penalty: 5283.766602
	Iteration 79Q: 3 clusters Score -7837732 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -7837768.000000 Penalty: 5283.766602
	Iteration 80F: 3 clusters Score -7837768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7837800.000000 Penalty: 5283.766602
	Iteration 81Q: 3 clusters Score -7837800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7837813.000000 Penalty: 5283.766602
	Iteration 82Q: 3 clusters Score -7837813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -7837817.500000 Penalty: 5283.766602
	Iteration 83Q: 3 clusters Score -7837818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7837846.000000 Penalty: 5283.766602
	Iteration 84Q: 3 clusters Score -7837846 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -7837859.000000 Penalty: 5283.766602
	Iteration 85Q: 3 clusters Score -7837859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -7837878.500000 Penalty: 5283.766602
	Iteration 86Q: 3 clusters Score -7837878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7837886.000000 Penalty: 5283.766602
	Iteration 87Q: 3 clusters Score -7837886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -7837906.500000 Penalty: 5283.766602
	Iteration 88Q: 3 clusters Score -7837906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -7837915.500000 Penalty: 5283.766602
	Iteration 89Q: 3 clusters Score -7837916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7837930.000000 Penalty: 5283.766602
	Iteration 90Q: 3 clusters Score -7837930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -7837930.000000 Penalty: 5283.766602
	Iteration 91Q: 3 clusters Score -7837930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7837943.000000 Penalty: 5283.766602
	Iteration 92Q: 3 clusters Score -7837943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7837959.500000 Penalty: 5283.766602
	Iteration 93Q: 3 clusters Score -7837960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7837973.000000 Penalty: 5283.766602
	Iteration 94Q: 3 clusters Score -7837973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -7837971.000000 Penalty: 5283.766602
	Iteration 95Q: 3 clusters Score -7837971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41224 members 
Entering Unmasked Estep 
Score: -7837981.500000 Penalty: 5283.766602
	Iteration 96Q: 3 clusters Score -7837982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7837991.500000 Penalty: 5283.766602
	Iteration 97Q: 3 clusters Score -7837992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -7837997.000000 Penalty: 5283.766602
	Iteration 98Q: 3 clusters Score -7837997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7838001.500000 Penalty: 5283.766602
	Iteration 99Q: 3 clusters Score -7838002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -7837996.000000 Penalty: 5283.766602
	Iteration 100F: 3 clusters Score -7837996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7837996.500000 Penalty: 5283.766602
	Iteration 101Q: 3 clusters Score -7837996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -7838003.500000 Penalty: 5283.766602
	Iteration 102Q: 3 clusters Score -7838004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -7838002.500000 Penalty: 5283.766602
	Iteration 103Q: 3 clusters Score -7838002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7838002.000000 Penalty: 5283.766602
	Iteration 104Q: 3 clusters Score -7838002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -7838011.500000 Penalty: 5283.766602
	Iteration 105Q: 3 clusters Score -7838012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -7838013.500000 Penalty: 5283.766602
	Iteration 106Q: 3 clusters Score -7838014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7838016.500000 Penalty: 5283.766602
	Iteration 107Q: 3 clusters Score -7838016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -7838016.500000 Penalty: 5283.766602
	Iteration 108F: 3 clusters Score -7838016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Entering Unmasked Estep 
Score: -882415.937500 Penalty: 2100.896973
	Iteration 0F: 2 clusters Score -882415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -878034.250000 Penalty: 4201.793945
	Iteration 0F: 3 clusters Score -878034.2 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -879107.000000 Penalty: 4201.793945
	Iteration 1F: 3 clusters Score -879107 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -879304.250000 Penalty: 4201.793945
	Iteration 2F: 3 clusters Score -879304.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -879448.875000 Penalty: 4201.793945
	Iteration 3Q: 3 clusters Score -879448.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -879583.937500 Penalty: 4201.793945
	Iteration 4Q: 3 clusters Score -879583.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -879709.562500 Penalty: 4201.793945
	Iteration 5Q: 3 clusters Score -879709.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -879858.000000 Penalty: 4201.793945
	Iteration 6Q: 3 clusters Score -879858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -880016.812500 Penalty: 4201.793945
	Iteration 7Q: 3 clusters Score -880016.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -880164.750000 Penalty: 4201.793945
	Iteration 8Q: 3 clusters Score -880164.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -880318.125000 Penalty: 4201.793945
	Iteration 9Q: 3 clusters Score -880318.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -880489.437500 Penalty: 4201.793945
	Iteration 10Q: 3 clusters Score -880489.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -880628.187500 Penalty: 4201.793945
	Iteration 11Q: 3 clusters Score -880628.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -880734.250000 Penalty: 4201.793945
	Iteration 12Q: 3 clusters Score -880734.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -880814.375000 Penalty: 4201.793945
	Iteration 13Q: 3 clusters Score -880814.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -880864.187500 Penalty: 4201.793945
	Iteration 14Q: 3 clusters Score -880864.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -880903.625000 Penalty: 4201.793945
	Iteration 15Q: 3 clusters Score -880903.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -880932.062500 Penalty: 4201.793945
	Iteration 16Q: 3 clusters Score -880932.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -880960.125000 Penalty: 4201.793945
	Iteration 17Q: 3 clusters Score -880960.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -880992.437500 Penalty: 4201.793945
	Iteration 18Q: 3 clusters Score -880992.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -881011.312500 Penalty: 4201.793945
	Iteration 19Q: 3 clusters Score -881011.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -881026.125000 Penalty: 4201.793945
	Iteration 20F: 3 clusters Score -881026.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -881040.750000 Penalty: 4201.793945
	Iteration 21Q: 3 clusters Score -881040.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -881053.937500 Penalty: 4201.793945
	Iteration 22Q: 3 clusters Score -881053.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -881065.562500 Penalty: 4201.793945
	Iteration 23Q: 3 clusters Score -881065.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -881073.375000 Penalty: 4201.793945
	Iteration 24Q: 3 clusters Score -881073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -881077.187500 Penalty: 4201.793945
	Iteration 25Q: 3 clusters Score -881077.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -881079.812500 Penalty: 4201.793945
	Iteration 26Q: 3 clusters Score -881079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -881083.312500 Penalty: 4201.793945
	Iteration 27Q: 3 clusters Score -881083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -881083.000000 Penalty: 4201.793945
	Iteration 28Q: 3 clusters Score -881083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -881084.312500 Penalty: 4201.793945
	Iteration 29Q: 3 clusters Score -881084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -881084.625000 Penalty: 4201.793945
	Iteration 30Q: 3 clusters Score -881084.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -881084.625000 Penalty: 4201.793945
	Iteration 31F: 3 clusters Score -881084.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -884961.625000 Penalty: 2100.480957
	Iteration 0F: 2 clusters Score -884961.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -880538.562500 Penalty: 4200.961914
	Iteration 0F: 3 clusters Score -880538.6 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -881534.812500 Penalty: 4200.961914
	Iteration 1F: 3 clusters Score -881534.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -881734.562500 Penalty: 4200.961914
	Iteration 2F: 3 clusters Score -881734.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -881849.312500 Penalty: 4200.961914
	Iteration 3Q: 3 clusters Score -881849.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -881922.562500 Penalty: 4200.961914
	Iteration 4Q: 3 clusters Score -881922.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -881974.750000 Penalty: 4200.961914
	Iteration 5Q: 3 clusters Score -881974.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -882011.500000 Penalty: 4200.961914
	Iteration 6Q: 3 clusters Score -882011.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -882038.750000 Penalty: 4200.961914
	Iteration 7Q: 3 clusters Score -882038.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -882062.062500 Penalty: 4200.961914
	Iteration 8Q: 3 clusters Score -882062.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -882082.062500 Penalty: 4200.961914
	Iteration 9Q: 3 clusters Score -882082.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -882097.187500 Penalty: 4200.961914
	Iteration 10Q: 3 clusters Score -882097.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -882113.250000 Penalty: 4200.961914
	Iteration 11Q: 3 clusters Score -882113.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -882129.437500 Penalty: 4200.961914
	Iteration 12Q: 3 clusters Score -882129.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -882140.937500 Penalty: 4200.961914
	Iteration 13Q: 3 clusters Score -882140.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -882157.562500 Penalty: 4200.961914
	Iteration 14Q: 3 clusters Score -882157.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -882172.000000 Penalty: 4200.961914
	Iteration 15Q: 3 clusters Score -882172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -882179.625000 Penalty: 4200.961914
	Iteration 16Q: 3 clusters Score -882179.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -882188.375000 Penalty: 4200.961914
	Iteration 17Q: 3 clusters Score -882188.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -882199.000000 Penalty: 4200.961914
	Iteration 18Q: 3 clusters Score -882199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -882207.500000 Penalty: 4200.961914
	Iteration 19Q: 3 clusters Score -882207.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -882218.312500 Penalty: 4200.961914
	Iteration 20F: 3 clusters Score -882218.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -882229.062500 Penalty: 4200.961914
	Iteration 21Q: 3 clusters Score -882229.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -882244.750000 Penalty: 4200.961914
	Iteration 22Q: 3 clusters Score -882244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -882261.625000 Penalty: 4200.961914
	Iteration 23Q: 3 clusters Score -882261.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -882275.562500 Penalty: 4200.961914
	Iteration 24Q: 3 clusters Score -882275.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -882284.875000 Penalty: 4200.961914
	Iteration 25Q: 3 clusters Score -882284.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -882297.125000 Penalty: 4200.961914
	Iteration 26Q: 3 clusters Score -882297.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -882310.187500 Penalty: 4200.961914
	Iteration 27Q: 3 clusters Score -882310.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -882321.562500 Penalty: 4200.961914
	Iteration 28Q: 3 clusters Score -882321.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -882334.500000 Penalty: 4200.961914
	Iteration 29Q: 3 clusters Score -882334.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -882349.375000 Penalty: 4200.961914
	Iteration 30Q: 3 clusters Score -882349.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -882364.125000 Penalty: 4200.961914
	Iteration 31Q: 3 clusters Score -882364.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -882380.625000 Penalty: 4200.961914
	Iteration 32Q: 3 clusters Score -882380.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -882398.812500 Penalty: 4200.961914
	Iteration 33Q: 3 clusters Score -882398.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -882418.375000 Penalty: 4200.961914
	Iteration 34Q: 3 clusters Score -882418.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -882438.687500 Penalty: 4200.961914
	Iteration 35Q: 3 clusters Score -882438.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -882461.812500 Penalty: 4200.961914
	Iteration 36Q: 3 clusters Score -882461.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -882486.062500 Penalty: 4200.961914
	Iteration 37Q: 3 clusters Score -882486.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -882526.875000 Penalty: 4200.961914
	Iteration 38Q: 3 clusters Score -882526.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -882564.750000 Penalty: 4200.961914
	Iteration 39Q: 3 clusters Score -882564.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -882600.875000 Penalty: 4200.961914
	Iteration 40F: 3 clusters Score -882600.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -882638.125000 Penalty: 4200.961914
	Iteration 41Q: 3 clusters Score -882638.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -882683.125000 Penalty: 4200.961914
	Iteration 42Q: 3 clusters Score -882683.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -882723.500000 Penalty: 4200.961914
	Iteration 43Q: 3 clusters Score -882723.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -882757.625000 Penalty: 4200.961914
	Iteration 44Q: 3 clusters Score -882757.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -882790.937500 Penalty: 4200.961914
	Iteration 45Q: 3 clusters Score -882790.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -882825.625000 Penalty: 4200.961914
	Iteration 46Q: 3 clusters Score -882825.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -882853.125000 Penalty: 4200.961914
	Iteration 47Q: 3 clusters Score -882853.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -882893.312500 Penalty: 4200.961914
	Iteration 48Q: 3 clusters Score -882893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -882928.937500 Penalty: 4200.961914
	Iteration 49Q: 3 clusters Score -882928.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -882962.375000 Penalty: 4200.961914
	Iteration 50Q: 3 clusters Score -882962.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -882990.500000 Penalty: 4200.961914
	Iteration 51Q: 3 clusters Score -882990.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -883009.437500 Penalty: 4200.961914
	Iteration 52Q: 3 clusters Score -883009.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -883022.312500 Penalty: 4200.961914
	Iteration 53Q: 3 clusters Score -883022.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -883027.250000 Penalty: 4200.961914
	Iteration 54Q: 3 clusters Score -883027.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -883039.000000 Penalty: 4200.961914
	Iteration 55Q: 3 clusters Score -883039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -883046.625000 Penalty: 4200.961914
	Iteration 56Q: 3 clusters Score -883046.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -883052.250000 Penalty: 4200.961914
	Iteration 57Q: 3 clusters Score -883052.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -883057.687500 Penalty: 4200.961914
	Iteration 58Q: 3 clusters Score -883057.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -883060.687500 Penalty: 4200.961914
	Iteration 59Q: 3 clusters Score -883060.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -883066.312500 Penalty: 4200.961914
	Iteration 60F: 3 clusters Score -883066.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -883069.625000 Penalty: 4200.961914
	Iteration 61Q: 3 clusters Score -883069.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -883071.437500 Penalty: 4200.961914
	Iteration 62Q: 3 clusters Score -883071.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -883070.937500 Penalty: 4200.961914
	Iteration 63Q: 3 clusters Score -883070.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -883070.937500 Penalty: 4200.961914
	Iteration 64F: 3 clusters Score -883070.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Entering Unmasked Estep 
Score: -8990113.000000 Penalty: 2672.358398
	Iteration 0F: 2 clusters Score -8990113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -8959777.000000 Penalty: 5344.716797
	Iteration 0F: 3 clusters Score -8959777 nChanged 22148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8971808.000000 Penalty: 5344.716797
	Iteration 1F: 3 clusters Score -8971808 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -8972414.000000 Penalty: 5344.716797
	Iteration 2Q: 3 clusters Score -8972414 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -8972907.000000 Penalty: 5344.716797
	Iteration 3Q: 3 clusters Score -8972907 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8973499.000000 Penalty: 5344.716797
	Iteration 4Q: 3 clusters Score -8973499 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8974354.000000 Penalty: 5344.716797
	Iteration 5Q: 3 clusters Score -8974354 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8975474.000000 Penalty: 5344.716797
	Iteration 6Q: 3 clusters Score -8975474 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -8977042.000000 Penalty: 5344.716797
	Iteration 7F: 3 clusters Score -8977042 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -8979199.000000 Penalty: 5344.716797
	Iteration 8F: 3 clusters Score -8979199 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8981246.000000 Penalty: 5344.716797
	Iteration 9F: 3 clusters Score -8981246 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -8982609.000000 Penalty: 5344.716797
	Iteration 10F: 3 clusters Score -8982609 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -8983280.000000 Penalty: 5344.716797
	Iteration 11Q: 3 clusters Score -8983280 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -8983633.000000 Penalty: 5344.716797
	Iteration 12Q: 3 clusters Score -8983633 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -8983915.000000 Penalty: 5344.716797
	Iteration 13Q: 3 clusters Score -8983915 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -8984217.000000 Penalty: 5344.716797
	Iteration 14Q: 3 clusters Score -8984217 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -8984469.000000 Penalty: 5344.716797
	Iteration 15Q: 3 clusters Score -8984469 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -8984767.000000 Penalty: 5344.716797
	Iteration 16Q: 3 clusters Score -8984767 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -8985093.000000 Penalty: 5344.716797
	Iteration 17Q: 3 clusters Score -8985093 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -8985457.000000 Penalty: 5344.716797
	Iteration 18Q: 3 clusters Score -8985457 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -8985835.000000 Penalty: 5344.716797
	Iteration 19Q: 3 clusters Score -8985835 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -8986194.000000 Penalty: 5344.716797
	Iteration 20F: 3 clusters Score -8986194 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8986593.000000 Penalty: 5344.716797
	Iteration 21Q: 3 clusters Score -8986593 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -8986928.000000 Penalty: 5344.716797
	Iteration 22Q: 3 clusters Score -8986928 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -8987212.000000 Penalty: 5344.716797
	Iteration 23Q: 3 clusters Score -8987212 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -8987474.000000 Penalty: 5344.716797
	Iteration 24Q: 3 clusters Score -8987474 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -8987613.000000 Penalty: 5344.716797
	Iteration 25Q: 3 clusters Score -8987613 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -8987802.000000 Penalty: 5344.716797
	Iteration 26Q: 3 clusters Score -8987802 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -8987925.000000 Penalty: 5344.716797
	Iteration 27Q: 3 clusters Score -8987925 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -8988005.000000 Penalty: 5344.716797
	Iteration 28Q: 3 clusters Score -8988005 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8988024.000000 Penalty: 5344.716797
	Iteration 29Q: 3 clusters Score -8988024 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -8988061.000000 Penalty: 5344.716797
	Iteration 30Q: 3 clusters Score -8988061 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -8988096.000000 Penalty: 5344.716797
	Iteration 31Q: 3 clusters Score -8988096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8988106.000000 Penalty: 5344.716797
	Iteration 32Q: 3 clusters Score -8988106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -8988116.000000 Penalty: 5344.716797
	Iteration 33Q: 3 clusters Score -8988116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -8988131.000000 Penalty: 5344.716797
	Iteration 34Q: 3 clusters Score -8988131 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -8988127.000000 Penalty: 5344.716797
	Iteration 35Q: 3 clusters Score -8988127 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -8988144.000000 Penalty: 5344.716797
	Iteration 36Q: 3 clusters Score -8988144 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -8988166.000000 Penalty: 5344.716797
	Iteration 37Q: 3 clusters Score -8988166 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -8988171.000000 Penalty: 5344.716797
	Iteration 38Q: 3 clusters Score -8988171 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -8988196.000000 Penalty: 5344.716797
	Iteration 39Q: 3 clusters Score -8988196 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -8988208.000000 Penalty: 5344.716797
	Iteration 40F: 3 clusters Score -8988208 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8988217.000000 Penalty: 5344.716797
	Iteration 41Q: 3 clusters Score -8988217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8988231.000000 Penalty: 5344.716797
	Iteration 42Q: 3 clusters Score -8988231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -8988242.000000 Penalty: 5344.716797
	Iteration 43Q: 3 clusters Score -8988242 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -8988256.000000 Penalty: 5344.716797
	Iteration 44Q: 3 clusters Score -8988256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -8988282.000000 Penalty: 5344.716797
	Iteration 45Q: 3 clusters Score -8988282 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -8988275.000000 Penalty: 5344.716797
	Iteration 46Q: 3 clusters Score -8988275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8988287.000000 Penalty: 5344.716797
	Iteration 47Q: 3 clusters Score -8988287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -8988306.000000 Penalty: 5344.716797
	Iteration 48Q: 3 clusters Score -8988306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -8988339.000000 Penalty: 5344.716797
	Iteration 49Q: 3 clusters Score -8988339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -8988361.000000 Penalty: 5344.716797
	Iteration 50Q: 3 clusters Score -8988361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -8988387.000000 Penalty: 5344.716797
	Iteration 51Q: 3 clusters Score -8988387 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8988396.000000 Penalty: 5344.716797
	Iteration 52Q: 3 clusters Score -8988396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -8988422.000000 Penalty: 5344.716797
	Iteration 53Q: 3 clusters Score -8988422 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -8988427.000000 Penalty: 5344.716797
	Iteration 54Q: 3 clusters Score -8988427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -8988434.000000 Penalty: 5344.716797
	Iteration 55Q: 3 clusters Score -8988434 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8988441.000000 Penalty: 5344.716797
	Iteration 56Q: 3 clusters Score -8988441 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -8988466.000000 Penalty: 5344.716797
	Iteration 57Q: 3 clusters Score -8988466 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -8988448.000000 Penalty: 5344.716797
	Iteration 58Q: 3 clusters Score -8988448 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8988473.000000 Penalty: 5344.716797
	Iteration 59Q: 3 clusters Score -8988473 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8988478.000000 Penalty: 5344.716797
	Iteration 60F: 3 clusters Score -8988478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -8988487.000000 Penalty: 5344.716797
	Iteration 61Q: 3 clusters Score -8988487 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8988504.000000 Penalty: 5344.716797
	Iteration 62Q: 3 clusters Score -8988504 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -8988532.000000 Penalty: 5344.716797
	Iteration 63Q: 3 clusters Score -8988532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -8988537.000000 Penalty: 5344.716797
	Iteration 64Q: 3 clusters Score -8988537 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -8988529.000000 Penalty: 5344.716797
	Iteration 65Q: 3 clusters Score -8988529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8988554.000000 Penalty: 5344.716797
	Iteration 66Q: 3 clusters Score -8988554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -8988538.000000 Penalty: 5344.716797
	Iteration 67Q: 3 clusters Score -8988538 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8988551.000000 Penalty: 5344.716797
	Iteration 68Q: 3 clusters Score -8988551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -8988541.000000 Penalty: 5344.716797
	Iteration 69Q: 3 clusters Score -8988541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -8988549.000000 Penalty: 5344.716797
	Iteration 70Q: 3 clusters Score -8988549 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -8988570.000000 Penalty: 5344.716797
	Iteration 71Q: 3 clusters Score -8988570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -8988605.000000 Penalty: 5344.716797
	Iteration 72Q: 3 clusters Score -8988605 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8988604.000000 Penalty: 5344.716797
	Iteration 73Q: 3 clusters Score -8988604 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8988625.000000 Penalty: 5344.716797
	Iteration 74Q: 3 clusters Score -8988625 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8988635.000000 Penalty: 5344.716797
	Iteration 75Q: 3 clusters Score -8988635 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8988633.000000 Penalty: 5344.716797
	Iteration 76Q: 3 clusters Score -8988633 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -8988653.000000 Penalty: 5344.716797
	Iteration 77Q: 3 clusters Score -8988653 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8988649.000000 Penalty: 5344.716797
	Iteration 78Q: 3 clusters Score -8988649 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -8988668.000000 Penalty: 5344.716797
	Iteration 79Q: 3 clusters Score -8988668 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -8988680.000000 Penalty: 5344.716797
	Iteration 80F: 3 clusters Score -8988680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -8988690.000000 Penalty: 5344.716797
	Iteration 81Q: 3 clusters Score -8988690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -8988696.000000 Penalty: 5344.716797
	Iteration 82Q: 3 clusters Score -8988696 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8988699.000000 Penalty: 5344.716797
	Iteration 83Q: 3 clusters Score -8988699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8988731.000000 Penalty: 5344.716797
	Iteration 84Q: 3 clusters Score -8988731 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -8988724.000000 Penalty: 5344.716797
	Iteration 85Q: 3 clusters Score -8988724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8988711.000000 Penalty: 5344.716797
	Iteration 86Q: 3 clusters Score -8988711 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8988704.000000 Penalty: 5344.716797
	Iteration 87Q: 3 clusters Score -8988704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -8988705.000000 Penalty: 5344.716797
	Iteration 88Q: 3 clusters Score -8988705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -8988705.000000 Penalty: 5344.716797
	Iteration 89Q: 3 clusters Score -8988705 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -8988715.000000 Penalty: 5344.716797
	Iteration 90Q: 3 clusters Score -8988715 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8988721.000000 Penalty: 5344.716797
	Iteration 91Q: 3 clusters Score -8988721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -8988705.000000 Penalty: 5344.716797
	Iteration 92Q: 3 clusters Score -8988705 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8988738.000000 Penalty: 5344.716797
	Iteration 93Q: 3 clusters Score -8988738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -8988738.000000 Penalty: 5344.716797
	Iteration 94Q: 3 clusters Score -8988738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8988738.000000 Penalty: 5344.716797
	Iteration 95Q: 3 clusters Score -8988738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8988754.000000 Penalty: 5344.716797
	Iteration 96Q: 3 clusters Score -8988754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -8988731.000000 Penalty: 5344.716797
	Iteration 97Q: 3 clusters Score -8988731 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8988739.000000 Penalty: 5344.716797
	Iteration 98Q: 3 clusters Score -8988739 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8988739.000000 Penalty: 5344.716797
	Iteration 99Q: 3 clusters Score -8988739 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8988733.000000 Penalty: 5344.716797
	Iteration 100F: 3 clusters Score -8988733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8988740.000000 Penalty: 5344.716797
	Iteration 101Q: 3 clusters Score -8988740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8988728.000000 Penalty: 5344.716797
	Iteration 102Q: 3 clusters Score -8988728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8988717.000000 Penalty: 5344.716797
	Iteration 103Q: 3 clusters Score -8988717 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -8988729.000000 Penalty: 5344.716797
	Iteration 104Q: 3 clusters Score -8988729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8988726.000000 Penalty: 5344.716797
	Iteration 105Q: 3 clusters Score -8988726 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -8988722.000000 Penalty: 5344.716797
	Iteration 106Q: 3 clusters Score -8988722 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8988709.000000 Penalty: 5344.716797
	Iteration 107Q: 3 clusters Score -8988709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -8988712.000000 Penalty: 5344.716797
	Iteration 108Q: 3 clusters Score -8988712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8988714.000000 Penalty: 5344.716797
	Iteration 109Q: 3 clusters Score -8988714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8988699.000000 Penalty: 5344.716797
	Iteration 110Q: 3 clusters Score -8988699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8988681.000000 Penalty: 5344.716797
	Iteration 111Q: 3 clusters Score -8988681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8988667.000000 Penalty: 5344.716797
	Iteration 112Q: 3 clusters Score -8988667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8988683.000000 Penalty: 5344.716797
	Iteration 113Q: 3 clusters Score -8988683 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8988693.000000 Penalty: 5344.716797
	Iteration 114Q: 3 clusters Score -8988693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8988694.000000 Penalty: 5344.716797
	Iteration 115Q: 3 clusters Score -8988694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8988708.000000 Penalty: 5344.716797
	Iteration 116Q: 3 clusters Score -8988708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8988701.000000 Penalty: 5344.716797
	Iteration 117Q: 3 clusters Score -8988701 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8988694.000000 Penalty: 5344.716797
	Iteration 118Q: 3 clusters Score -8988694 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8988667.000000 Penalty: 5344.716797
	Iteration 119Q: 3 clusters Score -8988667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8988654.000000 Penalty: 5344.716797
	Iteration 120F: 3 clusters Score -8988654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8988656.000000 Penalty: 5344.716797
	Iteration 121Q: 3 clusters Score -8988656 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8988654.000000 Penalty: 5344.716797
	Iteration 122Q: 3 clusters Score -8988654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8988657.000000 Penalty: 5344.716797
	Iteration 123Q: 3 clusters Score -8988657 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8988645.000000 Penalty: 5344.716797
	Iteration 124Q: 3 clusters Score -8988645 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8988654.000000 Penalty: 5344.716797
	Iteration 125Q: 3 clusters Score -8988654 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8988656.000000 Penalty: 5344.716797
	Iteration 126Q: 3 clusters Score -8988656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8988652.000000 Penalty: 5344.716797
	Iteration 127Q: 3 clusters Score -8988652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8988661.000000 Penalty: 5344.716797
	Iteration 128Q: 3 clusters Score -8988661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8988648.000000 Penalty: 5344.716797
	Iteration 129Q: 3 clusters Score -8988648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8988631.000000 Penalty: 5344.716797
	Iteration 130Q: 3 clusters Score -8988631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8988625.000000 Penalty: 5344.716797
	Iteration 131Q: 3 clusters Score -8988625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8988641.000000 Penalty: 5344.716797
	Iteration 132Q: 3 clusters Score -8988641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8988636.000000 Penalty: 5344.716797
	Iteration 133Q: 3 clusters Score -8988636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8988632.000000 Penalty: 5344.716797
	Iteration 134Q: 3 clusters Score -8988632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45893 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8988620.000000 Penalty: 5344.716797
	Iteration 135Q: 3 clusters Score -8988620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8988627.000000 Penalty: 5344.716797
	Iteration 136Q: 3 clusters Score -8988627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8988641.000000 Penalty: 5344.716797
	Iteration 137Q: 3 clusters Score -8988641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8988638.000000 Penalty: 5344.716797
	Iteration 138Q: 3 clusters Score -8988638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8988636.000000 Penalty: 5344.716797
	Iteration 139Q: 3 clusters Score -8988636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8988628.000000 Penalty: 5344.716797
	Iteration 140F: 3 clusters Score -8988628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8988627.000000 Penalty: 5344.716797
	Iteration 141Q: 3 clusters Score -8988627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8988644.000000 Penalty: 5344.716797
	Iteration 142Q: 3 clusters Score -8988644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8988618.000000 Penalty: 5344.716797
	Iteration 143Q: 3 clusters Score -8988618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8988613.000000 Penalty: 5344.716797
	Iteration 144Q: 3 clusters Score -8988613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8988601.000000 Penalty: 5344.716797
	Iteration 145Q: 3 clusters Score -8988601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8988603.000000 Penalty: 5344.716797
	Iteration 146Q: 3 clusters Score -8988603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8988605.000000 Penalty: 5344.716797
	Iteration 147Q: 3 clusters Score -8988605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8988610.000000 Penalty: 5344.716797
	Iteration 148Q: 3 clusters Score -8988610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8988605.000000 Penalty: 5344.716797
	Iteration 149Q: 3 clusters Score -8988605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8988604.000000 Penalty: 5344.716797
	Iteration 150Q: 3 clusters Score -8988604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8988605.000000 Penalty: 5344.716797
	Iteration 151Q: 3 clusters Score -8988605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8988615.000000 Penalty: 5344.716797
	Iteration 152Q: 3 clusters Score -8988615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8988620.000000 Penalty: 5344.716797
	Iteration 153Q: 3 clusters Score -8988620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8988611.000000 Penalty: 5344.716797
	Iteration 154Q: 3 clusters Score -8988611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8988616.000000 Penalty: 5344.716797
	Iteration 155Q: 3 clusters Score -8988616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8988607.000000 Penalty: 5344.716797
	Iteration 156Q: 3 clusters Score -8988607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8988618.000000 Penalty: 5344.716797
	Iteration 157Q: 3 clusters Score -8988618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8988619.000000 Penalty: 5344.716797
	Iteration 158Q: 3 clusters Score -8988619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8988619.000000 Penalty: 5344.716797
	Iteration 159Q: 3 clusters Score -8988619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8988619.000000 Penalty: 5344.716797
	Iteration 160F: 3 clusters Score -8988619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8988615.000000 Penalty: 5344.716797
	Iteration 161Q: 3 clusters Score -8988615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8988614.000000 Penalty: 5344.716797
	Iteration 162Q: 3 clusters Score -8988614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8988619.000000 Penalty: 5344.716797
	Iteration 163Q: 3 clusters Score -8988619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8988620.000000 Penalty: 5344.716797
	Iteration 164Q: 3 clusters Score -8988620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8988625.000000 Penalty: 5344.716797
	Iteration 165Q: 3 clusters Score -8988625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8988636.000000 Penalty: 5344.716797
	Iteration 166Q: 3 clusters Score -8988636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8988630.000000 Penalty: 5344.716797
	Iteration 167Q: 3 clusters Score -8988630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8988623.000000 Penalty: 5344.716797
	Iteration 168Q: 3 clusters Score -8988623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8988614.000000 Penalty: 5344.716797
	Iteration 169Q: 3 clusters Score -8988614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8988613.000000 Penalty: 5344.716797
	Iteration 170Q: 3 clusters Score -8988613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8988605.000000 Penalty: 5344.716797
	Iteration 171Q: 3 clusters Score -8988605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8988591.000000 Penalty: 5344.716797
	Iteration 172Q: 3 clusters Score -8988591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8988599.000000 Penalty: 5344.716797
	Iteration 173Q: 3 clusters Score -8988599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8988588.000000 Penalty: 5344.716797
	Iteration 174Q: 3 clusters Score -8988588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8988591.000000 Penalty: 5344.716797
	Iteration 175Q: 3 clusters Score -8988591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8988590.000000 Penalty: 5344.716797
	Iteration 176Q: 3 clusters Score -8988590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8988580.000000 Penalty: 5344.716797
	Iteration 177Q: 3 clusters Score -8988580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8988575.000000 Penalty: 5344.716797
	Iteration 178Q: 3 clusters Score -8988575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8988573.000000 Penalty: 5344.716797
	Iteration 179Q: 3 clusters Score -8988573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8988568.000000 Penalty: 5344.716797
	Iteration 180F: 3 clusters Score -8988568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8988559.000000 Penalty: 5344.716797
	Iteration 181Q: 3 clusters Score -8988559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8988561.000000 Penalty: 5344.716797
	Iteration 182Q: 3 clusters Score -8988561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8988559.000000 Penalty: 5344.716797
	Iteration 183Q: 3 clusters Score -8988559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8988560.000000 Penalty: 5344.716797
	Iteration 184Q: 3 clusters Score -8988560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8988550.000000 Penalty: 5344.716797
	Iteration 185Q: 3 clusters Score -8988550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8988554.000000 Penalty: 5344.716797
	Iteration 186Q: 3 clusters Score -8988554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8988560.000000 Penalty: 5344.716797
	Iteration 187Q: 3 clusters Score -8988560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8988560.000000 Penalty: 5344.716797
	Iteration 188Q: 3 clusters Score -8988560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8988553.000000 Penalty: 5344.716797
	Iteration 189Q: 3 clusters Score -8988553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8988555.000000 Penalty: 5344.716797
	Iteration 190Q: 3 clusters Score -8988555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8988556.000000 Penalty: 5344.716797
	Iteration 191Q: 3 clusters Score -8988556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8988554.000000 Penalty: 5344.716797
	Iteration 192Q: 3 clusters Score -8988554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8988554.000000 Penalty: 5344.716797
	Iteration 193F: 3 clusters Score -8988554 nChanged 0
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: -9065742.000000 Penalty: 2675.249512
	Iteration 0F: 2 clusters Score -9065742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -9035410.000000 Penalty: 5350.499023
	Iteration 0F: 3 clusters Score -9035410 nChanged 22356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -9047588.000000 Penalty: 5350.499023
	Iteration 1F: 3 clusters Score -9047588 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -9048168.000000 Penalty: 5350.499023
	Iteration 2Q: 3 clusters Score -9048168 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -9048707.000000 Penalty: 5350.499023
	Iteration 3Q: 3 clusters Score -9048707 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -9049324.000000 Penalty: 5350.499023
	Iteration 4Q: 3 clusters Score -9049324 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -9049994.000000 Penalty: 5350.499023
	Iteration 5Q: 3 clusters Score -9049994 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -9050890.000000 Penalty: 5350.499023
	Iteration 6Q: 3 clusters Score -9050890 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -9052163.000000 Penalty: 5350.499023
	Iteration 7F: 3 clusters Score -9052163 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -9053968.000000 Penalty: 5350.499023
	Iteration 8F: 3 clusters Score -9053968 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -9056429.000000 Penalty: 5350.499023
	Iteration 9F: 3 clusters Score -9056429 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -9058929.000000 Penalty: 5350.499023
	Iteration 10F: 3 clusters Score -9058929 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -9061105.000000 Penalty: 5350.499023
	Iteration 11Q: 3 clusters Score -9061105 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -9062451.000000 Penalty: 5350.499023
	Iteration 12Q: 3 clusters Score -9062451 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -9063115.000000 Penalty: 5350.499023
	Iteration 13Q: 3 clusters Score -9063115 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9063544.000000 Penalty: 5350.499023
	Iteration 14Q: 3 clusters Score -9063544 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -9063857.000000 Penalty: 5350.499023
	Iteration 15Q: 3 clusters Score -9063857 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -9064032.000000 Penalty: 5350.499023
	Iteration 16Q: 3 clusters Score -9064032 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -9064120.000000 Penalty: 5350.499023
	Iteration 17Q: 3 clusters Score -9064120 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -9064165.000000 Penalty: 5350.499023
	Iteration 18Q: 3 clusters Score -9064165 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9064199.000000 Penalty: 5350.499023
	Iteration 19Q: 3 clusters Score -9064199 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9064197.000000 Penalty: 5350.499023
	Iteration 20F: 3 clusters Score -9064197 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -9064180.000000 Penalty: 5350.499023
	Iteration 21Q: 3 clusters Score -9064180 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9064186.000000 Penalty: 5350.499023
	Iteration 22Q: 3 clusters Score -9064186 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9064175.000000 Penalty: 5350.499023
	Iteration 23Q: 3 clusters Score -9064175 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -9064175.000000 Penalty: 5350.499023
	Iteration 24Q: 3 clusters Score -9064175 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9064173.000000 Penalty: 5350.499023
	Iteration 25Q: 3 clusters Score -9064173 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9064214.000000 Penalty: 5350.499023
	Iteration 26Q: 3 clusters Score -9064214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9064206.000000 Penalty: 5350.499023
	Iteration 27Q: 3 clusters Score -9064206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9064202.000000 Penalty: 5350.499023
	Iteration 28Q: 3 clusters Score -9064202 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9064191.000000 Penalty: 5350.499023
	Iteration 29Q: 3 clusters Score -9064191 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9064206.000000 Penalty: 5350.499023
	Iteration 30Q: 3 clusters Score -9064206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9064215.000000 Penalty: 5350.499023
	Iteration 31Q: 3 clusters Score -9064215 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9064198.000000 Penalty: 5350.499023
	Iteration 32Q: 3 clusters Score -9064198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9064210.000000 Penalty: 5350.499023
	Iteration 33Q: 3 clusters Score -9064210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9064194.000000 Penalty: 5350.499023
	Iteration 34Q: 3 clusters Score -9064194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9064187.000000 Penalty: 5350.499023
	Iteration 35Q: 3 clusters Score -9064187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47110 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -9064184.000000 Penalty: 5350.499023
	Iteration 36Q: 3 clusters Score -9064184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9064179.000000 Penalty: 5350.499023
	Iteration 37Q: 3 clusters Score -9064179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -9064163.000000 Penalty: 5350.499023
	Iteration 38Q: 3 clusters Score -9064163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -9064160.000000 Penalty: 5350.499023
	Iteration 39Q: 3 clusters Score -9064160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9064149.000000 Penalty: 5350.499023
	Iteration 40F: 3 clusters Score -9064149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9064139.000000 Penalty: 5350.499023
	Iteration 41Q: 3 clusters Score -9064139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9064147.000000 Penalty: 5350.499023
	Iteration 42Q: 3 clusters Score -9064147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9064145.000000 Penalty: 5350.499023
	Iteration 43Q: 3 clusters Score -9064145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9064148.000000 Penalty: 5350.499023
	Iteration 44Q: 3 clusters Score -9064148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9064145.000000 Penalty: 5350.499023
	Iteration 45Q: 3 clusters Score -9064145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9064134.000000 Penalty: 5350.499023
	Iteration 46Q: 3 clusters Score -9064134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9064146.000000 Penalty: 5350.499023
	Iteration 47Q: 3 clusters Score -9064146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9064145.000000 Penalty: 5350.499023
	Iteration 48Q: 3 clusters Score -9064145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9064148.000000 Penalty: 5350.499023
	Iteration 49Q: 3 clusters Score -9064148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9064144.000000 Penalty: 5350.499023
	Iteration 50Q: 3 clusters Score -9064144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9064139.000000 Penalty: 5350.499023
	Iteration 51Q: 3 clusters Score -9064139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9064143.000000 Penalty: 5350.499023
	Iteration 52Q: 3 clusters Score -9064143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47312 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9064139.000000 Penalty: 5350.499023
	Iteration 53Q: 3 clusters Score -9064139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47315 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9064136.000000 Penalty: 5350.499023
	Iteration 54Q: 3 clusters Score -9064136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9064133.000000 Penalty: 5350.499023
	Iteration 55Q: 3 clusters Score -9064133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9064126.000000 Penalty: 5350.499023
	Iteration 56Q: 3 clusters Score -9064126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9064118.000000 Penalty: 5350.499023
	Iteration 57Q: 3 clusters Score -9064118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9064122.000000 Penalty: 5350.499023
	Iteration 58Q: 3 clusters Score -9064122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9064122.000000 Penalty: 5350.499023
	Iteration 59Q: 3 clusters Score -9064122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9064129.000000 Penalty: 5350.499023
	Iteration 60F: 3 clusters Score -9064129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9064123.000000 Penalty: 5350.499023
	Iteration 61Q: 3 clusters Score -9064123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9064123.000000 Penalty: 5350.499023
	Iteration 62Q: 3 clusters Score -9064123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9064128.000000 Penalty: 5350.499023
	Iteration 63Q: 3 clusters Score -9064128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9064128.000000 Penalty: 5350.499023
	Iteration 64F: 3 clusters Score -9064128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 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 142 members 
Entering Unmasked Estep 
Score: -24197.281250 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24197.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24454.253906 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24454.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24544.925781 Penalty: 2842.129395
	Iteration 2F: 3 clusters Score -24544.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -24595.441406 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24595.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -24620.164062 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24620.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -24631.478516 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24631.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -24631.478516 Penalty: 2842.129395
	Iteration 6F: 3 clusters Score -24631.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Entering Unmasked Estep 
Score: -2454864.750000 Penalty: 2350.885010
	Iteration 0F: 2 clusters Score -2454865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2445330.000000 Penalty: 4701.770020
	Iteration 0F: 3 clusters Score -2445330 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2448078.250000 Penalty: 4701.770020
	Iteration 1F: 3 clusters Score -2448078 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -2448374.250000 Penalty: 4701.770020
	Iteration 2F: 3 clusters Score -2448374 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2448595.000000 Penalty: 4701.770020
	Iteration 3Q: 3 clusters Score -2448595 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2448743.250000 Penalty: 4701.770020
	Iteration 4Q: 3 clusters Score -2448743 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2448861.500000 Penalty: 4701.770020
	Iteration 5Q: 3 clusters Score -2448862 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2448992.250000 Penalty: 4701.770020
	Iteration 6Q: 3 clusters Score -2448992 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2449124.000000 Penalty: 4701.770020
	Iteration 7Q: 3 clusters Score -2449124 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2449276.000000 Penalty: 4701.770020
	Iteration 8Q: 3 clusters Score -2449276 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -2449450.500000 Penalty: 4701.770020
	Iteration 9Q: 3 clusters Score -2449450 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2449628.250000 Penalty: 4701.770020
	Iteration 10Q: 3 clusters Score -2449628 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2449834.500000 Penalty: 4701.770020
	Iteration 11Q: 3 clusters Score -2449834 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2450064.000000 Penalty: 4701.770020
	Iteration 12Q: 3 clusters Score -2450064 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2450366.750000 Penalty: 4701.770020
	Iteration 13Q: 3 clusters Score -2450367 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2450712.500000 Penalty: 4701.770020
	Iteration 14Q: 3 clusters Score -2450712 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2451112.500000 Penalty: 4701.770020
	Iteration 15Q: 3 clusters Score -2451112 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2451560.500000 Penalty: 4701.770020
	Iteration 16Q: 3 clusters Score -2451560 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2452059.750000 Penalty: 4701.770020
	Iteration 17Q: 3 clusters Score -2452060 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2452410.750000 Penalty: 4701.770020
	Iteration 18Q: 3 clusters Score -2452411 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2452608.250000 Penalty: 4701.770020
	Iteration 19Q: 3 clusters Score -2452608 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2452731.250000 Penalty: 4701.770020
	Iteration 20F: 3 clusters Score -2452731 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2452813.750000 Penalty: 4701.770020
	Iteration 21Q: 3 clusters Score -2452814 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -2452882.250000 Penalty: 4701.770020
	Iteration 22Q: 3 clusters Score -2452882 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2452942.750000 Penalty: 4701.770020
	Iteration 23Q: 3 clusters Score -2452943 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2452991.750000 Penalty: 4701.770020
	Iteration 24Q: 3 clusters Score -2452992 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2453019.500000 Penalty: 4701.770020
	Iteration 25Q: 3 clusters Score -2453020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2453038.750000 Penalty: 4701.770020
	Iteration 26Q: 3 clusters Score -2453039 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2453053.750000 Penalty: 4701.770020
	Iteration 27Q: 3 clusters Score -2453054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2453060.500000 Penalty: 4701.770020
	Iteration 28Q: 3 clusters Score -2453060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2453059.250000 Penalty: 4701.770020
	Iteration 29Q: 3 clusters Score -2453059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2453066.750000 Penalty: 4701.770020
	Iteration 30Q: 3 clusters Score -2453067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2453080.000000 Penalty: 4701.770020
	Iteration 31Q: 3 clusters Score -2453080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2453084.000000 Penalty: 4701.770020
	Iteration 32Q: 3 clusters Score -2453084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2453086.500000 Penalty: 4701.770020
	Iteration 33Q: 3 clusters Score -2453086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2453086.500000 Penalty: 4701.770020
	Iteration 34Q: 3 clusters Score -2453086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2453091.750000 Penalty: 4701.770020
	Iteration 35Q: 3 clusters Score -2453092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2453089.000000 Penalty: 4701.770020
	Iteration 36Q: 3 clusters Score -2453089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2453088.250000 Penalty: 4701.770020
	Iteration 37Q: 3 clusters Score -2453088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -2453092.000000 Penalty: 4701.770020
	Iteration 38Q: 3 clusters Score -2453092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2453088.500000 Penalty: 4701.770020
	Iteration 39Q: 3 clusters Score -2453088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2453092.750000 Penalty: 4701.770020
	Iteration 40F: 3 clusters Score -2453093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2453094.250000 Penalty: 4701.770020
	Iteration 41Q: 3 clusters Score -2453094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2453098.750000 Penalty: 4701.770020
	Iteration 42Q: 3 clusters Score -2453099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2453097.250000 Penalty: 4701.770020
	Iteration 43Q: 3 clusters Score -2453097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2453097.500000 Penalty: 4701.770020
	Iteration 44Q: 3 clusters Score -2453098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2453095.750000 Penalty: 4701.770020
	Iteration 45Q: 3 clusters Score -2453096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -2453095.500000 Penalty: 4701.770020
	Iteration 46Q: 3 clusters Score -2453096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2453093.500000 Penalty: 4701.770020
	Iteration 47Q: 3 clusters Score -2453094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2453099.750000 Penalty: 4701.770020
	Iteration 48Q: 3 clusters Score -2453100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2453097.500000 Penalty: 4701.770020
	Iteration 49Q: 3 clusters Score -2453098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2453096.750000 Penalty: 4701.770020
	Iteration 50Q: 3 clusters Score -2453097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2453098.000000 Penalty: 4701.770020
	Iteration 51Q: 3 clusters Score -2453098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2453098.750000 Penalty: 4701.770020
	Iteration 52Q: 3 clusters Score -2453099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2453102.500000 Penalty: 4701.770020
	Iteration 53Q: 3 clusters Score -2453102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2453098.500000 Penalty: 4701.770020
	Iteration 54Q: 3 clusters Score -2453098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -2453102.750000 Penalty: 4701.770020
	Iteration 55Q: 3 clusters Score -2453103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2453105.500000 Penalty: 4701.770020
	Iteration 56Q: 3 clusters Score -2453106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2453104.500000 Penalty: 4701.770020
	Iteration 57Q: 3 clusters Score -2453104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2453104.500000 Penalty: 4701.770020
	Iteration 58F: 3 clusters Score -2453104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84238.359375 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84238.36 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84593.960938 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84593.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84766.992188 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -84766.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84869.328125 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -84869.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84961.359375 Penalty: 3192.330566
	Iteration 4Q: 3 clusters Score -84961.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -85102.554688 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85102.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -85237.203125 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85237.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85373.968750 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85373.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85447.382812 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85447.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -85479.718750 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85479.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85495.078125 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85495.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85497.671875 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85497.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -85506.203125 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85506.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85511.515625 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85511.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85511.515625 Penalty: 3192.330566
	Iteration 14F: 3 clusters Score -85511.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Entering Unmasked Estep 
Score: -133895.437500 Penalty: 1651.186768
	Iteration 0F: 2 clusters Score -133895.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -132198.406250 Penalty: 3302.373535
	Iteration 0F: 3 clusters Score -132198.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -132605.656250 Penalty: 3302.373535
	Iteration 1F: 3 clusters Score -132605.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -132781.703125 Penalty: 3302.373535
	Iteration 2F: 3 clusters Score -132781.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -132953.343750 Penalty: 3302.373535
	Iteration 3F: 3 clusters Score -132953.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -133069.703125 Penalty: 3302.373535
	Iteration 4Q: 3 clusters Score -133069.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -133146.218750 Penalty: 3302.373535
	Iteration 5Q: 3 clusters Score -133146.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -133242.093750 Penalty: 3302.373535
	Iteration 6Q: 3 clusters Score -133242.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -133291.921875 Penalty: 3302.373535
	Iteration 7Q: 3 clusters Score -133291.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -133339.765625 Penalty: 3302.373535
	Iteration 8Q: 3 clusters Score -133339.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -133363.578125 Penalty: 3302.373535
	Iteration 9Q: 3 clusters Score -133363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133387.375000 Penalty: 3302.373535
	Iteration 10Q: 3 clusters Score -133387.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -133418.765625 Penalty: 3302.373535
	Iteration 11Q: 3 clusters Score -133418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -133472.531250 Penalty: 3302.373535
	Iteration 12Q: 3 clusters Score -133472.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -133538.718750 Penalty: 3302.373535
	Iteration 13Q: 3 clusters Score -133538.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -133568.125000 Penalty: 3302.373535
	Iteration 14Q: 3 clusters Score -133568.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133579.265625 Penalty: 3302.373535
	Iteration 15Q: 3 clusters Score -133579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -133590.531250 Penalty: 3302.373535
	Iteration 16Q: 3 clusters Score -133590.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133594.296875 Penalty: 3302.373535
	Iteration 17Q: 3 clusters Score -133594.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133594.890625 Penalty: 3302.373535
	Iteration 18Q: 3 clusters Score -133594.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -133594.890625 Penalty: 3302.373535
	Iteration 19F: 3 clusters Score -133594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Entering Unmasked Estep 
Score: -4874271.500000 Penalty: 2521.293457
	Iteration 0F: 2 clusters Score -4874272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4856315.500000 Penalty: 5042.586914
	Iteration 0F: 3 clusters Score -4856316 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -4862559.000000 Penalty: 5042.586914
	Iteration 1F: 3 clusters Score -4862559 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4863020.000000 Penalty: 5042.586914
	Iteration 2Q: 3 clusters Score -4863020 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -4863494.500000 Penalty: 5042.586914
	Iteration 3Q: 3 clusters Score -4863494 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -4864082.500000 Penalty: 5042.586914
	Iteration 4Q: 3 clusters Score -4864082 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -4864844.000000 Penalty: 5042.586914
	Iteration 5F: 3 clusters Score -4864844 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4865856.500000 Penalty: 5042.586914
	Iteration 6F: 3 clusters Score -4865856 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4867220.500000 Penalty: 5042.586914
	Iteration 7F: 3 clusters Score -4867220 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -4868732.000000 Penalty: 5042.586914
	Iteration 8F: 3 clusters Score -4868732 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4870130.500000 Penalty: 5042.586914
	Iteration 9F: 3 clusters Score -4870130 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4871019.500000 Penalty: 5042.586914
	Iteration 10Q: 3 clusters Score -4871020 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4871499.000000 Penalty: 5042.586914
	Iteration 11Q: 3 clusters Score -4871499 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4871794.000000 Penalty: 5042.586914
	Iteration 12Q: 3 clusters Score -4871794 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4871952.000000 Penalty: 5042.586914
	Iteration 13Q: 3 clusters Score -4871952 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4872036.500000 Penalty: 5042.586914
	Iteration 14Q: 3 clusters Score -4872036 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4872077.500000 Penalty: 5042.586914
	Iteration 15Q: 3 clusters Score -4872078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4872116.000000 Penalty: 5042.586914
	Iteration 16Q: 3 clusters Score -4872116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4872142.000000 Penalty: 5042.586914
	Iteration 17Q: 3 clusters Score -4872142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4872163.000000 Penalty: 5042.586914
	Iteration 18Q: 3 clusters Score -4872163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4872173.000000 Penalty: 5042.586914
	Iteration 19Q: 3 clusters Score -4872173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4872181.500000 Penalty: 5042.586914
	Iteration 20F: 3 clusters Score -4872182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4872180.500000 Penalty: 5042.586914
	Iteration 21Q: 3 clusters Score -4872180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4872180.000000 Penalty: 5042.586914
	Iteration 22Q: 3 clusters Score -4872180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4872181.000000 Penalty: 5042.586914
	Iteration 23Q: 3 clusters Score -4872181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4872183.000000 Penalty: 5042.586914
	Iteration 24Q: 3 clusters Score -4872183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4872183.000000 Penalty: 5042.586914
	Iteration 25F: 3 clusters Score -4872183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Entering Unmasked Estep 
Score: -9013764.000000 Penalty: 2672.539795
	Iteration 0F: 2 clusters Score -9013764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -8983435.000000 Penalty: 5345.079590
	Iteration 0F: 3 clusters Score -8983435 nChanged 22192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -8995494.000000 Penalty: 5345.079590
	Iteration 1F: 3 clusters Score -8995494 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -8996013.000000 Penalty: 5345.079590
	Iteration 2Q: 3 clusters Score -8996013 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8996452.000000 Penalty: 5345.079590
	Iteration 3Q: 3 clusters Score -8996452 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8996857.000000 Penalty: 5345.079590
	Iteration 4Q: 3 clusters Score -8996857 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -8997330.000000 Penalty: 5345.079590
	Iteration 5Q: 3 clusters Score -8997330 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8997893.000000 Penalty: 5345.079590
	Iteration 6Q: 3 clusters Score -8997893 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -8998644.000000 Penalty: 5345.079590
	Iteration 7Q: 3 clusters Score -8998644 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -8999682.000000 Penalty: 5345.079590
	Iteration 8Q: 3 clusters Score -8999682 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -9001060.000000 Penalty: 5345.079590
	Iteration 9F: 3 clusters Score -9001060 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -9002812.000000 Penalty: 5345.079590
	Iteration 10F: 3 clusters Score -9002812 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -9004573.000000 Penalty: 5345.079590
	Iteration 11F: 3 clusters Score -9004573 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -9005930.000000 Penalty: 5345.079590
	Iteration 12Q: 3 clusters Score -9005930 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -9006943.000000 Penalty: 5345.079590
	Iteration 13Q: 3 clusters Score -9006943 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -9007726.000000 Penalty: 5345.079590
	Iteration 14Q: 3 clusters Score -9007726 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -9008447.000000 Penalty: 5345.079590
	Iteration 15Q: 3 clusters Score -9008447 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -9008855.000000 Penalty: 5345.079590
	Iteration 16Q: 3 clusters Score -9008855 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -9009242.000000 Penalty: 5345.079590
	Iteration 17Q: 3 clusters Score -9009242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -9009433.000000 Penalty: 5345.079590
	Iteration 18Q: 3 clusters Score -9009433 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -9009636.000000 Penalty: 5345.079590
	Iteration 19Q: 3 clusters Score -9009636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -9009725.000000 Penalty: 5345.079590
	Iteration 20F: 3 clusters Score -9009725 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -9009878.000000 Penalty: 5345.079590
	Iteration 21Q: 3 clusters Score -9009878 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -9010032.000000 Penalty: 5345.079590
	Iteration 22Q: 3 clusters Score -9010032 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -9010121.000000 Penalty: 5345.079590
	Iteration 23Q: 3 clusters Score -9010121 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -9010226.000000 Penalty: 5345.079590
	Iteration 24Q: 3 clusters Score -9010226 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9010328.000000 Penalty: 5345.079590
	Iteration 25Q: 3 clusters Score -9010328 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -9010406.000000 Penalty: 5345.079590
	Iteration 26Q: 3 clusters Score -9010406 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9010427.000000 Penalty: 5345.079590
	Iteration 27Q: 3 clusters Score -9010427 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -9010426.000000 Penalty: 5345.079590
	Iteration 28Q: 3 clusters Score -9010426 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -9010493.000000 Penalty: 5345.079590
	Iteration 29Q: 3 clusters Score -9010493 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -9010516.000000 Penalty: 5345.079590
	Iteration 30Q: 3 clusters Score -9010516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -9010570.000000 Penalty: 5345.079590
	Iteration 31Q: 3 clusters Score -9010570 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9010616.000000 Penalty: 5345.079590
	Iteration 32Q: 3 clusters Score -9010616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -9010684.000000 Penalty: 5345.079590
	Iteration 33Q: 3 clusters Score -9010684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -9010747.000000 Penalty: 5345.079590
	Iteration 34Q: 3 clusters Score -9010747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -9010788.000000 Penalty: 5345.079590
	Iteration 35Q: 3 clusters Score -9010788 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -9010812.000000 Penalty: 5345.079590
	Iteration 36Q: 3 clusters Score -9010812 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -9010853.000000 Penalty: 5345.079590
	Iteration 37Q: 3 clusters Score -9010853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -9010881.000000 Penalty: 5345.079590
	Iteration 38Q: 3 clusters Score -9010881 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9010886.000000 Penalty: 5345.079590
	Iteration 39Q: 3 clusters Score -9010886 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -9010917.000000 Penalty: 5345.079590
	Iteration 40F: 3 clusters Score -9010917 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -9010898.000000 Penalty: 5345.079590
	Iteration 41Q: 3 clusters Score -9010898 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -9010920.000000 Penalty: 5345.079590
	Iteration 42Q: 3 clusters Score -9010920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -9010963.000000 Penalty: 5345.079590
	Iteration 43Q: 3 clusters Score -9010963 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -9010993.000000 Penalty: 5345.079590
	Iteration 44Q: 3 clusters Score -9010993 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -9010952.000000 Penalty: 5345.079590
	Iteration 45Q: 3 clusters Score -9010952 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9010930.000000 Penalty: 5345.079590
	Iteration 46Q: 3 clusters Score -9010930 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -9010920.000000 Penalty: 5345.079590
	Iteration 47Q: 3 clusters Score -9010920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -9010862.000000 Penalty: 5345.079590
	Iteration 48Q: 3 clusters Score -9010862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -9010799.000000 Penalty: 5345.079590
	Iteration 49Q: 3 clusters Score -9010799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9010845.000000 Penalty: 5345.079590
	Iteration 50Q: 3 clusters Score -9010845 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -9010833.000000 Penalty: 5345.079590
	Iteration 51Q: 3 clusters Score -9010833 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9010745.000000 Penalty: 5345.079590
	Iteration 52Q: 3 clusters Score -9010745 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -9010645.000000 Penalty: 5345.079590
	Iteration 53Q: 3 clusters Score -9010645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9010628.000000 Penalty: 5345.079590
	Iteration 54Q: 3 clusters Score -9010628 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -9010577.000000 Penalty: 5345.079590
	Iteration 55Q: 3 clusters Score -9010577 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -9010507.000000 Penalty: 5345.079590
	Iteration 56Q: 3 clusters Score -9010507 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -9010594.000000 Penalty: 5345.079590
	Iteration 57Q: 3 clusters Score -9010594 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -9010623.000000 Penalty: 5345.079590
	Iteration 58Q: 3 clusters Score -9010623 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -9010516.000000 Penalty: 5345.079590
	Iteration 59Q: 3 clusters Score -9010516 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -9010532.000000 Penalty: 5345.079590
	Iteration 60F: 3 clusters Score -9010532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -9010509.000000 Penalty: 5345.079590
	Iteration 61Q: 3 clusters Score -9010509 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -9010285.000000 Penalty: 5345.079590
	Iteration 62Q: 3 clusters Score -9010285 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -9010574.000000 Penalty: 5345.079590
	Iteration 63Q: 3 clusters Score -9010574 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40491 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -9010689.000000 Penalty: 5345.079590
	Iteration 64Q: 3 clusters Score -9010689 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -9010800.000000 Penalty: 5345.079590
	Iteration 65Q: 3 clusters Score -9010800 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -9010825.000000 Penalty: 5345.079590
	Iteration 66Q: 3 clusters Score -9010825 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -9010915.000000 Penalty: 5345.079590
	Iteration 67Q: 3 clusters Score -9010915 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -9010938.000000 Penalty: 5345.079590
	Iteration 68Q: 3 clusters Score -9010938 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -9010952.000000 Penalty: 5345.079590
	Iteration 69Q: 3 clusters Score -9010952 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -9010995.000000 Penalty: 5345.079590
	Iteration 70Q: 3 clusters Score -9010995 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9011154.000000 Penalty: 5345.079590
	Iteration 71Q: 3 clusters Score -9011154 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -9011196.000000 Penalty: 5345.079590
	Iteration 72Q: 3 clusters Score -9011196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -9011253.000000 Penalty: 5345.079590
	Iteration 73Q: 3 clusters Score -9011253 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -9011310.000000 Penalty: 5345.079590
	Iteration 74Q: 3 clusters Score -9011310 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -9011384.000000 Penalty: 5345.079590
	Iteration 75Q: 3 clusters Score -9011384 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9011364.000000 Penalty: 5345.079590
	Iteration 76Q: 3 clusters Score -9011364 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -9011337.000000 Penalty: 5345.079590
	Iteration 77Q: 3 clusters Score -9011337 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -9011306.000000 Penalty: 5345.079590
	Iteration 78Q: 3 clusters Score -9011306 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -9011370.000000 Penalty: 5345.079590
	Iteration 79Q: 3 clusters Score -9011370 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -9011446.000000 Penalty: 5345.079590
	Iteration 80F: 3 clusters Score -9011446 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -9011533.000000 Penalty: 5345.079590
	Iteration 81Q: 3 clusters Score -9011533 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -9011470.000000 Penalty: 5345.079590
	Iteration 82Q: 3 clusters Score -9011470 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -9011463.000000 Penalty: 5345.079590
	Iteration 83Q: 3 clusters Score -9011463 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -9011470.000000 Penalty: 5345.079590
	Iteration 84Q: 3 clusters Score -9011470 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -9011526.000000 Penalty: 5345.079590
	Iteration 85Q: 3 clusters Score -9011526 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -9011510.000000 Penalty: 5345.079590
	Iteration 86Q: 3 clusters Score -9011510 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -9011531.000000 Penalty: 5345.079590
	Iteration 87Q: 3 clusters Score -9011531 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -9011527.000000 Penalty: 5345.079590
	Iteration 88Q: 3 clusters Score -9011527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -9011557.000000 Penalty: 5345.079590
	Iteration 89Q: 3 clusters Score -9011557 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -9011523.000000 Penalty: 5345.079590
	Iteration 90Q: 3 clusters Score -9011523 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -9011534.000000 Penalty: 5345.079590
	Iteration 91Q: 3 clusters Score -9011534 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -9011498.000000 Penalty: 5345.079590
	Iteration 92Q: 3 clusters Score -9011498 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -9011472.000000 Penalty: 5345.079590
	Iteration 93Q: 3 clusters Score -9011472 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -9011521.000000 Penalty: 5345.079590
	Iteration 94Q: 3 clusters Score -9011521 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -9011494.000000 Penalty: 5345.079590
	Iteration 95Q: 3 clusters Score -9011494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -9011535.000000 Penalty: 5345.079590
	Iteration 96Q: 3 clusters Score -9011535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31766 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -9011522.000000 Penalty: 5345.079590
	Iteration 97Q: 3 clusters Score -9011522 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -9011495.000000 Penalty: 5345.079590
	Iteration 98Q: 3 clusters Score -9011495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -9011486.000000 Penalty: 5345.079590
	Iteration 99Q: 3 clusters Score -9011486 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -9011470.000000 Penalty: 5345.079590
	Iteration 100F: 3 clusters Score -9011470 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -9011459.000000 Penalty: 5345.079590
	Iteration 101Q: 3 clusters Score -9011459 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -9011450.000000 Penalty: 5345.079590
	Iteration 102Q: 3 clusters Score -9011450 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -9011489.000000 Penalty: 5345.079590
	Iteration 103Q: 3 clusters Score -9011489 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -9011469.000000 Penalty: 5345.079590
	Iteration 104Q: 3 clusters Score -9011469 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -9011574.000000 Penalty: 5345.079590
	Iteration 105Q: 3 clusters Score -9011574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -9011518.000000 Penalty: 5345.079590
	Iteration 106Q: 3 clusters Score -9011518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -9011524.000000 Penalty: 5345.079590
	Iteration 107Q: 3 clusters Score -9011524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -9011522.000000 Penalty: 5345.079590
	Iteration 108Q: 3 clusters Score -9011522 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -9011573.000000 Penalty: 5345.079590
	Iteration 109Q: 3 clusters Score -9011573 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -9011562.000000 Penalty: 5345.079590
	Iteration 110Q: 3 clusters Score -9011562 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -9011533.000000 Penalty: 5345.079590
	Iteration 111Q: 3 clusters Score -9011533 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -9011593.000000 Penalty: 5345.079590
	Iteration 112Q: 3 clusters Score -9011593 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -9011623.000000 Penalty: 5345.079590
	Iteration 113Q: 3 clusters Score -9011623 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -9011598.000000 Penalty: 5345.079590
	Iteration 114Q: 3 clusters Score -9011598 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -9011582.000000 Penalty: 5345.079590
	Iteration 115Q: 3 clusters Score -9011582 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9011617.000000 Penalty: 5345.079590
	Iteration 116Q: 3 clusters Score -9011617 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -9011654.000000 Penalty: 5345.079590
	Iteration 117Q: 3 clusters Score -9011654 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -9011658.000000 Penalty: 5345.079590
	Iteration 118Q: 3 clusters Score -9011658 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -9011639.000000 Penalty: 5345.079590
	Iteration 119Q: 3 clusters Score -9011639 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -9011610.000000 Penalty: 5345.079590
	Iteration 120F: 3 clusters Score -9011610 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9011625.000000 Penalty: 5345.079590
	Iteration 121Q: 3 clusters Score -9011625 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -9011557.000000 Penalty: 5345.079590
	Iteration 122Q: 3 clusters Score -9011557 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -9011517.000000 Penalty: 5345.079590
	Iteration 123Q: 3 clusters Score -9011517 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -9011372.000000 Penalty: 5345.079590
	Iteration 124Q: 3 clusters Score -9011372 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9011489.000000 Penalty: 5345.079590
	Iteration 125Q: 3 clusters Score -9011489 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9011541.000000 Penalty: 5345.079590
	Iteration 126Q: 3 clusters Score -9011541 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9011604.000000 Penalty: 5345.079590
	Iteration 127Q: 3 clusters Score -9011604 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -9011637.000000 Penalty: 5345.079590
	Iteration 128Q: 3 clusters Score -9011637 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -9011680.000000 Penalty: 5345.079590
	Iteration 129Q: 3 clusters Score -9011680 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9011686.000000 Penalty: 5345.079590
	Iteration 130Q: 3 clusters Score -9011686 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -9011704.000000 Penalty: 5345.079590
	Iteration 131Q: 3 clusters Score -9011704 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -9011722.000000 Penalty: 5345.079590
	Iteration 132Q: 3 clusters Score -9011722 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -9011756.000000 Penalty: 5345.079590
	Iteration 133Q: 3 clusters Score -9011756 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -9011821.000000 Penalty: 5345.079590
	Iteration 134Q: 3 clusters Score -9011821 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -9011827.000000 Penalty: 5345.079590
	Iteration 135Q: 3 clusters Score -9011827 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -9011887.000000 Penalty: 5345.079590
	Iteration 136Q: 3 clusters Score -9011887 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -9011891.000000 Penalty: 5345.079590
	Iteration 137Q: 3 clusters Score -9011891 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -9011901.000000 Penalty: 5345.079590
	Iteration 138Q: 3 clusters Score -9011901 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -9011940.000000 Penalty: 5345.079590
	Iteration 139Q: 3 clusters Score -9011940 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -9011921.000000 Penalty: 5345.079590
	Iteration 140F: 3 clusters Score -9011921 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9012042.000000 Penalty: 5345.079590
	Iteration 141Q: 3 clusters Score -9012042 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -9011975.000000 Penalty: 5345.079590
	Iteration 142Q: 3 clusters Score -9011975 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9011929.000000 Penalty: 5345.079590
	Iteration 143Q: 3 clusters Score -9011929 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -9011910.000000 Penalty: 5345.079590
	Iteration 144Q: 3 clusters Score -9011910 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9011933.000000 Penalty: 5345.079590
	Iteration 145Q: 3 clusters Score -9011933 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -9011857.000000 Penalty: 5345.079590
	Iteration 146Q: 3 clusters Score -9011857 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -9011842.000000 Penalty: 5345.079590
	Iteration 147Q: 3 clusters Score -9011842 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -9011854.000000 Penalty: 5345.079590
	Iteration 148Q: 3 clusters Score -9011854 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -9011881.000000 Penalty: 5345.079590
	Iteration 149Q: 3 clusters Score -9011881 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -9011966.000000 Penalty: 5345.079590
	Iteration 150Q: 3 clusters Score -9011966 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -9012001.000000 Penalty: 5345.079590
	Iteration 151Q: 3 clusters Score -9012001 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9011950.000000 Penalty: 5345.079590
	Iteration 152Q: 3 clusters Score -9011950 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -9011958.000000 Penalty: 5345.079590
	Iteration 153Q: 3 clusters Score -9011958 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -9011892.000000 Penalty: 5345.079590
	Iteration 154Q: 3 clusters Score -9011892 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -9011861.000000 Penalty: 5345.079590
	Iteration 155Q: 3 clusters Score -9011861 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9011784.000000 Penalty: 5345.079590
	Iteration 156Q: 3 clusters Score -9011784 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -9011769.000000 Penalty: 5345.079590
	Iteration 157Q: 3 clusters Score -9011769 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -9011716.000000 Penalty: 5345.079590
	Iteration 158Q: 3 clusters Score -9011716 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -9011680.000000 Penalty: 5345.079590
	Iteration 159Q: 3 clusters Score -9011680 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -9011700.000000 Penalty: 5345.079590
	Iteration 160F: 3 clusters Score -9011700 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -9011631.000000 Penalty: 5345.079590
	Iteration 161Q: 3 clusters Score -9011631 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -9011649.000000 Penalty: 5345.079590
	Iteration 162Q: 3 clusters Score -9011649 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -9011666.000000 Penalty: 5345.079590
	Iteration 163Q: 3 clusters Score -9011666 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -9011530.000000 Penalty: 5345.079590
	Iteration 164Q: 3 clusters Score -9011530 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -9011507.000000 Penalty: 5345.079590
	Iteration 165Q: 3 clusters Score -9011507 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -9011401.000000 Penalty: 5345.079590
	Iteration 166Q: 3 clusters Score -9011401 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -9011338.000000 Penalty: 5345.079590
	Iteration 167Q: 3 clusters Score -9011338 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -9011187.000000 Penalty: 5345.079590
	Iteration 168Q: 3 clusters Score -9011187 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -9011311.000000 Penalty: 5345.079590
	Iteration 169Q: 3 clusters Score -9011311 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -9011428.000000 Penalty: 5345.079590
	Iteration 170Q: 3 clusters Score -9011428 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -9011423.000000 Penalty: 5345.079590
	Iteration 171Q: 3 clusters Score -9011423 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -9011569.000000 Penalty: 5345.079590
	Iteration 172Q: 3 clusters Score -9011569 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -9011712.000000 Penalty: 5345.079590
	Iteration 173Q: 3 clusters Score -9011712 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9011816.000000 Penalty: 5345.079590
	Iteration 174Q: 3 clusters Score -9011816 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -9011826.000000 Penalty: 5345.079590
	Iteration 175Q: 3 clusters Score -9011826 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -9011913.000000 Penalty: 5345.079590
	Iteration 176Q: 3 clusters Score -9011913 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -9011911.000000 Penalty: 5345.079590
	Iteration 177Q: 3 clusters Score -9011911 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -9011918.000000 Penalty: 5345.079590
	Iteration 178Q: 3 clusters Score -9011918 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -9011917.000000 Penalty: 5345.079590
	Iteration 179Q: 3 clusters Score -9011917 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -9011890.000000 Penalty: 5345.079590
	Iteration 180F: 3 clusters Score -9011890 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -9011923.000000 Penalty: 5345.079590
	Iteration 181Q: 3 clusters Score -9011923 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -9011910.000000 Penalty: 5345.079590
	Iteration 182Q: 3 clusters Score -9011910 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -9011848.000000 Penalty: 5345.079590
	Iteration 183Q: 3 clusters Score -9011848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -9011830.000000 Penalty: 5345.079590
	Iteration 184Q: 3 clusters Score -9011830 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -9011823.000000 Penalty: 5345.079590
	Iteration 185Q: 3 clusters Score -9011823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9011844.000000 Penalty: 5345.079590
	Iteration 186Q: 3 clusters Score -9011844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -9011884.000000 Penalty: 5345.079590
	Iteration 187Q: 3 clusters Score -9011884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -9011903.000000 Penalty: 5345.079590
	Iteration 188Q: 3 clusters Score -9011903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -9011872.000000 Penalty: 5345.079590
	Iteration 189Q: 3 clusters Score -9011872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -9011827.000000 Penalty: 5345.079590
	Iteration 190Q: 3 clusters Score -9011827 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -9011832.000000 Penalty: 5345.079590
	Iteration 191Q: 3 clusters Score -9011832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -9011825.000000 Penalty: 5345.079590
	Iteration 192Q: 3 clusters Score -9011825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -9011837.000000 Penalty: 5345.079590
	Iteration 193Q: 3 clusters Score -9011837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9011830.000000 Penalty: 5345.079590
	Iteration 194Q: 3 clusters Score -9011830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9011828.000000 Penalty: 5345.079590
	Iteration 195Q: 3 clusters Score -9011828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -9011824.000000 Penalty: 5345.079590
	Iteration 196Q: 3 clusters Score -9011824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 46852 members 
Entering Unmasked Estep 
Score: -9011835.000000 Penalty: 5345.079590
	Iteration 197Q: 3 clusters Score -9011835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -9011826.000000 Penalty: 5345.079590
	Iteration 198Q: 3 clusters Score -9011826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -9011832.000000 Penalty: 5345.079590
	Iteration 199Q: 3 clusters Score -9011832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -9011841.000000 Penalty: 5345.079590
	Iteration 200F: 3 clusters Score -9011841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -9011843.000000 Penalty: 5345.079590
	Iteration 201Q: 3 clusters Score -9011843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -9011844.000000 Penalty: 5345.079590
	Iteration 202Q: 3 clusters Score -9011844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -9011844.000000 Penalty: 5345.079590
	Iteration 203Q: 3 clusters Score -9011844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -9011844.000000 Penalty: 5345.079590
	Iteration 204Q: 3 clusters Score -9011844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -9011845.000000 Penalty: 5345.079590
	Iteration 205Q: 3 clusters Score -9011845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -9011845.000000 Penalty: 5345.079590
	Iteration 206F: 3 clusters Score -9011845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194373.718750 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194373.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -194831.953125 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -194832 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -195001.609375 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -195001.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195079.468750 Penalty: 3516.678223
	Iteration 3Q: 3 clusters Score -195079.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195122.671875 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -195122.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195143.734375 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -195143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -195163.750000 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -195163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195189.406250 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -195189.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195228.062500 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -195228.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195257.031250 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -195257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -195270.343750 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -195270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195290.453125 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -195290.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -195305.828125 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -195305.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195318.828125 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -195318.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195327.656250 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -195327.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -195336.765625 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -195336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195346.593750 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -195346.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195353.328125 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -195353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195360.484375 Penalty: 3516.678223
	Iteration 18Q: 3 clusters Score -195360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -195374.265625 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -195374.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195394.078125 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -195394.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -195412.343750 Penalty: 3516.678223
	Iteration 21Q: 3 clusters Score -195412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195424.312500 Penalty: 3516.678223
	Iteration 22Q: 3 clusters Score -195424.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195431.468750 Penalty: 3516.678223
	Iteration 23Q: 3 clusters Score -195431.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -195438.968750 Penalty: 3516.678223
	Iteration 24Q: 3 clusters Score -195439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195440.625000 Penalty: 3516.678223
	Iteration 25Q: 3 clusters Score -195440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195444.203125 Penalty: 3516.678223
	Iteration 26Q: 3 clusters Score -195444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195447.484375 Penalty: 3516.678223
	Iteration 27Q: 3 clusters Score -195447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195452.296875 Penalty: 3516.678223
	Iteration 28Q: 3 clusters Score -195452.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -195455.015625 Penalty: 3516.678223
	Iteration 29Q: 3 clusters Score -195455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -195458.468750 Penalty: 3516.678223
	Iteration 30Q: 3 clusters Score -195458.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -195469.062500 Penalty: 3516.678223
	Iteration 31Q: 3 clusters Score -195469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -195477.750000 Penalty: 3516.678223
	Iteration 32Q: 3 clusters Score -195477.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195488.750000 Penalty: 3516.678223
	Iteration 33Q: 3 clusters Score -195488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -195496.093750 Penalty: 3516.678223
	Iteration 34Q: 3 clusters Score -195496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195501.703125 Penalty: 3516.678223
	Iteration 35Q: 3 clusters Score -195501.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195507.015625 Penalty: 3516.678223
	Iteration 36Q: 3 clusters Score -195507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -195516.156250 Penalty: 3516.678223
	Iteration 37Q: 3 clusters Score -195516.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -195520.875000 Penalty: 3516.678223
	Iteration 38Q: 3 clusters Score -195520.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -195527.312500 Penalty: 3516.678223
	Iteration 39Q: 3 clusters Score -195527.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195530.218750 Penalty: 3516.678223
	Iteration 40F: 3 clusters Score -195530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195534.828125 Penalty: 3516.678223
	Iteration 41Q: 3 clusters Score -195534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195537.359375 Penalty: 3516.678223
	Iteration 42Q: 3 clusters Score -195537.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -195537.359375 Penalty: 3516.678223
	Iteration 43F: 3 clusters Score -195537.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Entering Unmasked Estep 
Score: -5346346.000000 Penalty: 2544.924316
	Iteration 0F: 2 clusters Score -5346346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5326709.500000 Penalty: 5089.848633
	Iteration 0F: 3 clusters Score -5326710 nChanged 12959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5333738.000000 Penalty: 5089.848633
	Iteration 1F: 3 clusters Score -5333738 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5334090.500000 Penalty: 5089.848633
	Iteration 2Q: 3 clusters Score -5334090 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -5334386.000000 Penalty: 5089.848633
	Iteration 3Q: 3 clusters Score -5334386 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5334621.500000 Penalty: 5089.848633
	Iteration 4Q: 3 clusters Score -5334622 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -5334842.500000 Penalty: 5089.848633
	Iteration 5Q: 3 clusters Score -5334842 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -5335069.500000 Penalty: 5089.848633
	Iteration 6Q: 3 clusters Score -5335070 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -5335296.000000 Penalty: 5089.848633
	Iteration 7Q: 3 clusters Score -5335296 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -5335600.000000 Penalty: 5089.848633
	Iteration 8Q: 3 clusters Score -5335600 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -5336014.000000 Penalty: 5089.848633
	Iteration 9Q: 3 clusters Score -5336014 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5336633.500000 Penalty: 5089.848633
	Iteration 10Q: 3 clusters Score -5336634 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -5337623.500000 Penalty: 5089.848633
	Iteration 11F: 3 clusters Score -5337624 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -5338992.000000 Penalty: 5089.848633
	Iteration 12F: 3 clusters Score -5338992 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5340630.000000 Penalty: 5089.848633
	Iteration 13F: 3 clusters Score -5340630 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -5342127.000000 Penalty: 5089.848633
	Iteration 14F: 3 clusters Score -5342127 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5343120.000000 Penalty: 5089.848633
	Iteration 15Q: 3 clusters Score -5343120 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5343610.500000 Penalty: 5089.848633
	Iteration 16Q: 3 clusters Score -5343610 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5343840.000000 Penalty: 5089.848633
	Iteration 17Q: 3 clusters Score -5343840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5343964.000000 Penalty: 5089.848633
	Iteration 18Q: 3 clusters Score -5343964 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5344031.000000 Penalty: 5089.848633
	Iteration 19Q: 3 clusters Score -5344031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5344062.500000 Penalty: 5089.848633
	Iteration 20F: 3 clusters Score -5344062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5344085.500000 Penalty: 5089.848633
	Iteration 21Q: 3 clusters Score -5344086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -5344096.500000 Penalty: 5089.848633
	Iteration 22Q: 3 clusters Score -5344096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -5344104.000000 Penalty: 5089.848633
	Iteration 23Q: 3 clusters Score -5344104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5344106.000000 Penalty: 5089.848633
	Iteration 24Q: 3 clusters Score -5344106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5344110.500000 Penalty: 5089.848633
	Iteration 25Q: 3 clusters Score -5344110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -5344110.500000 Penalty: 5089.848633
	Iteration 26F: 3 clusters Score -5344110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -377313.468750 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -377313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -374648.937500 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -374648.9 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -375093.125000 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -375093.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375212.437500 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -375212.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -375276.906250 Penalty: 3794.011230
	Iteration 3Q: 3 clusters Score -375276.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -375320.093750 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -375320.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -375346.531250 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -375346.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -375361.250000 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -375361.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -375386.125000 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -375386.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -375404.062500 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -375404.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -375424.875000 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -375424.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -375446.187500 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -375446.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -375469.156250 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -375469.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -375493.218750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -375493.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -375519.968750 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -375520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -375546.687500 Penalty: 3794.011230
	Iteration 14Q: 3 clusters Score -375546.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -375572.312500 Penalty: 3794.011230
	Iteration 15Q: 3 clusters Score -375572.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -375602.593750 Penalty: 3794.011230
	Iteration 16Q: 3 clusters Score -375602.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -375634.125000 Penalty: 3794.011230
	Iteration 17Q: 3 clusters Score -375634.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -375655.750000 Penalty: 3794.011230
	Iteration 18Q: 3 clusters Score -375655.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -375680.843750 Penalty: 3794.011230
	Iteration 19Q: 3 clusters Score -375680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -375703.312500 Penalty: 3794.011230
	Iteration 20F: 3 clusters Score -375703.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -375724.531250 Penalty: 3794.011230
	Iteration 21Q: 3 clusters Score -375724.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -375737.968750 Penalty: 3794.011230
	Iteration 22Q: 3 clusters Score -375738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375756.406250 Penalty: 3794.011230
	Iteration 23Q: 3 clusters Score -375756.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -375773.718750 Penalty: 3794.011230
	Iteration 24Q: 3 clusters Score -375773.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375787.968750 Penalty: 3794.011230
	Iteration 25Q: 3 clusters Score -375788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -375809.875000 Penalty: 3794.011230
	Iteration 26Q: 3 clusters Score -375809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -375832.531250 Penalty: 3794.011230
	Iteration 27Q: 3 clusters Score -375832.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -375859.093750 Penalty: 3794.011230
	Iteration 28Q: 3 clusters Score -375859.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -375890.093750 Penalty: 3794.011230
	Iteration 29Q: 3 clusters Score -375890.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -375910.312500 Penalty: 3794.011230
	Iteration 30Q: 3 clusters Score -375910.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -375925.937500 Penalty: 3794.011230
	Iteration 31Q: 3 clusters Score -375925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -375935.031250 Penalty: 3794.011230
	Iteration 32Q: 3 clusters Score -375935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -375952.250000 Penalty: 3794.011230
	Iteration 33Q: 3 clusters Score -375952.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -375963.656250 Penalty: 3794.011230
	Iteration 34Q: 3 clusters Score -375963.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -375977.500000 Penalty: 3794.011230
	Iteration 35Q: 3 clusters Score -375977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -375984.125000 Penalty: 3794.011230
	Iteration 36Q: 3 clusters Score -375984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -375990.000000 Penalty: 3794.011230
	Iteration 37Q: 3 clusters Score -375990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -375994.781250 Penalty: 3794.011230
	Iteration 38Q: 3 clusters Score -375994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -375997.500000 Penalty: 3794.011230
	Iteration 39Q: 3 clusters Score -375997.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -375999.406250 Penalty: 3794.011230
	Iteration 40F: 3 clusters Score -375999.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -376003.250000 Penalty: 3794.011230
	Iteration 41Q: 3 clusters Score -376003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -376006.250000 Penalty: 3794.011230
	Iteration 42Q: 3 clusters Score -376006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -376009.062500 Penalty: 3794.011230
	Iteration 43Q: 3 clusters Score -376009.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376009.343750 Penalty: 3794.011230
	Iteration 44Q: 3 clusters Score -376009.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -376010.218750 Penalty: 3794.011230
	Iteration 45Q: 3 clusters Score -376010.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -376011.000000 Penalty: 3794.011230
	Iteration 46Q: 3 clusters Score -376011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -376011.281250 Penalty: 3794.011230
	Iteration 47Q: 3 clusters Score -376011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -376012.062500 Penalty: 3794.011230
	Iteration 48Q: 3 clusters Score -376012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -376012.062500 Penalty: 3794.011230
	Iteration 49F: 3 clusters Score -376012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (41913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Entering Unmasked Estep 
Score: -7839340.000000 Penalty: 2639.551270
	Iteration 0F: 2 clusters Score -7839340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -7811258.500000 Penalty: 5279.102539
	Iteration 0F: 3 clusters Score -7811258 nChanged 19115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7821714.000000 Penalty: 5279.102539
	Iteration 1F: 3 clusters Score -7821714 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -7822402.500000 Penalty: 5279.102539
	Iteration 2Q: 3 clusters Score -7822402 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -7823150.500000 Penalty: 5279.102539
	Iteration 3Q: 3 clusters Score -7823150 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -7824095.500000 Penalty: 5279.102539
	Iteration 4Q: 3 clusters Score -7824096 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -7825225.500000 Penalty: 5279.102539
	Iteration 5Q: 3 clusters Score -7825226 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -7826541.000000 Penalty: 5279.102539
	Iteration 6Q: 3 clusters Score -7826541 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -7827949.500000 Penalty: 5279.102539
	Iteration 7F: 3 clusters Score -7827950 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -7829248.500000 Penalty: 5279.102539
	Iteration 8Q: 3 clusters Score -7829248 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7830544.500000 Penalty: 5279.102539
	Iteration 9Q: 3 clusters Score -7830544 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -7831601.500000 Penalty: 5279.102539
	Iteration 10Q: 3 clusters Score -7831602 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -7832409.500000 Penalty: 5279.102539
	Iteration 11Q: 3 clusters Score -7832410 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -7833020.000000 Penalty: 5279.102539
	Iteration 12Q: 3 clusters Score -7833020 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -7833396.000000 Penalty: 5279.102539
	Iteration 13Q: 3 clusters Score -7833396 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -7833669.000000 Penalty: 5279.102539
	Iteration 14Q: 3 clusters Score -7833669 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -7833804.500000 Penalty: 5279.102539
	Iteration 15Q: 3 clusters Score -7833804 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -7833944.500000 Penalty: 5279.102539
	Iteration 16Q: 3 clusters Score -7833944 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -7834039.500000 Penalty: 5279.102539
	Iteration 17Q: 3 clusters Score -7834040 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -7834099.000000 Penalty: 5279.102539
	Iteration 18Q: 3 clusters Score -7834099 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -7834145.500000 Penalty: 5279.102539
	Iteration 19Q: 3 clusters Score -7834146 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -7834215.500000 Penalty: 5279.102539
	Iteration 20F: 3 clusters Score -7834216 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7834308.000000 Penalty: 5279.102539
	Iteration 21Q: 3 clusters Score -7834308 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -7834386.500000 Penalty: 5279.102539
	Iteration 22Q: 3 clusters Score -7834386 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7834417.000000 Penalty: 5279.102539
	Iteration 23Q: 3 clusters Score -7834417 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -7834497.000000 Penalty: 5279.102539
	Iteration 24Q: 3 clusters Score -7834497 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -7834547.000000 Penalty: 5279.102539
	Iteration 25Q: 3 clusters Score -7834547 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -7834608.500000 Penalty: 5279.102539
	Iteration 26Q: 3 clusters Score -7834608 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -7834660.500000 Penalty: 5279.102539
	Iteration 27Q: 3 clusters Score -7834660 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 34534 members 
Entering Unmasked Estep 
Score: -7834765.000000 Penalty: 5279.102539
	Iteration 28Q: 3 clusters Score -7834765 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7834810.000000 Penalty: 5279.102539
	Iteration 29Q: 3 clusters Score -7834810 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -7834876.500000 Penalty: 5279.102539
	Iteration 30Q: 3 clusters Score -7834876 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7834988.000000 Penalty: 5279.102539
	Iteration 31Q: 3 clusters Score -7834988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7835066.500000 Penalty: 5279.102539
	Iteration 32Q: 3 clusters Score -7835066 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -7835155.500000 Penalty: 5279.102539
	Iteration 33Q: 3 clusters Score -7835156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7835276.000000 Penalty: 5279.102539
	Iteration 34Q: 3 clusters Score -7835276 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -7835357.500000 Penalty: 5279.102539
	Iteration 35Q: 3 clusters Score -7835358 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -7835438.500000 Penalty: 5279.102539
	Iteration 36Q: 3 clusters Score -7835438 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7835507.500000 Penalty: 5279.102539
	Iteration 37Q: 3 clusters Score -7835508 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7835643.000000 Penalty: 5279.102539
	Iteration 38Q: 3 clusters Score -7835643 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7835770.500000 Penalty: 5279.102539
	Iteration 39Q: 3 clusters Score -7835770 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -7835909.000000 Penalty: 5279.102539
	Iteration 40F: 3 clusters Score -7835909 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -7836031.000000 Penalty: 5279.102539
	Iteration 41Q: 3 clusters Score -7836031 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7836163.000000 Penalty: 5279.102539
	Iteration 42Q: 3 clusters Score -7836163 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39216 members 
Entering Unmasked Estep 
Score: -7836290.500000 Penalty: 5279.102539
	Iteration 43Q: 3 clusters Score -7836290 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7836400.500000 Penalty: 5279.102539
	Iteration 44Q: 3 clusters Score -7836400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -7836501.500000 Penalty: 5279.102539
	Iteration 45Q: 3 clusters Score -7836502 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7836600.500000 Penalty: 5279.102539
	Iteration 46Q: 3 clusters Score -7836600 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -7836681.000000 Penalty: 5279.102539
	Iteration 47Q: 3 clusters Score -7836681 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7836761.000000 Penalty: 5279.102539
	Iteration 48Q: 3 clusters Score -7836761 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 40357 members 
Entering Unmasked Estep 
Score: -7836813.500000 Penalty: 5279.102539
	Iteration 49Q: 3 clusters Score -7836814 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7836859.500000 Penalty: 5279.102539
	Iteration 50Q: 3 clusters Score -7836860 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7836901.000000 Penalty: 5279.102539
	Iteration 51Q: 3 clusters Score -7836901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -7836965.500000 Penalty: 5279.102539
	Iteration 52Q: 3 clusters Score -7836966 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -7837013.000000 Penalty: 5279.102539
	Iteration 53Q: 3 clusters Score -7837013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7837047.500000 Penalty: 5279.102539
	Iteration 54Q: 3 clusters Score -7837048 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40789 members 
Entering Unmasked Estep 
Score: -7837059.500000 Penalty: 5279.102539
	Iteration 55Q: 3 clusters Score -7837060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7837075.500000 Penalty: 5279.102539
	Iteration 56Q: 3 clusters Score -7837076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7837085.500000 Penalty: 5279.102539
	Iteration 57Q: 3 clusters Score -7837086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7837103.000000 Penalty: 5279.102539
	Iteration 58Q: 3 clusters Score -7837103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7837115.000000 Penalty: 5279.102539
	Iteration 59Q: 3 clusters Score -7837115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7837122.000000 Penalty: 5279.102539
	Iteration 60F: 3 clusters Score -7837122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -7837119.500000 Penalty: 5279.102539
	Iteration 61Q: 3 clusters Score -7837120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7837127.500000 Penalty: 5279.102539
	Iteration 62Q: 3 clusters Score -7837128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -7837123.000000 Penalty: 5279.102539
	Iteration 63Q: 3 clusters Score -7837123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -7837130.500000 Penalty: 5279.102539
	Iteration 64Q: 3 clusters Score -7837130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7837135.000000 Penalty: 5279.102539
	Iteration 65Q: 3 clusters Score -7837135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -7837134.000000 Penalty: 5279.102539
	Iteration 66Q: 3 clusters Score -7837134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7837134.000000 Penalty: 5279.102539
	Iteration 67Q: 3 clusters Score -7837134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -7837135.500000 Penalty: 5279.102539
	Iteration 68Q: 3 clusters Score -7837136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -7837134.000000 Penalty: 5279.102539
	Iteration 69Q: 3 clusters Score -7837134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7837143.000000 Penalty: 5279.102539
	Iteration 70Q: 3 clusters Score -7837143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -7837143.000000 Penalty: 5279.102539
	Iteration 71F: 3 clusters Score -7837143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (42864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Entering Unmasked Estep 
Score: -8018035.000000 Penalty: 2645.115234
	Iteration 0F: 2 clusters Score -8018035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -7989564.000000 Penalty: 5290.230469
	Iteration 0F: 3 clusters Score -7989564 nChanged 19654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8000505.000000 Penalty: 5290.230469
	Iteration 1F: 3 clusters Score -8000505 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8001026.500000 Penalty: 5290.230469
	Iteration 2Q: 3 clusters Score -8001026 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8001565.000000 Penalty: 5290.230469
	Iteration 3Q: 3 clusters Score -8001565 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8002307.000000 Penalty: 5290.230469
	Iteration 4Q: 3 clusters Score -8002307 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8003238.000000 Penalty: 5290.230469
	Iteration 5Q: 3 clusters Score -8003238 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8004531.000000 Penalty: 5290.230469
	Iteration 6Q: 3 clusters Score -8004531 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -8006110.500000 Penalty: 5290.230469
	Iteration 7F: 3 clusters Score -8006110 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -8007870.500000 Penalty: 5290.230469
	Iteration 8F: 3 clusters Score -8007870 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 29876 members 
Entering Unmasked Estep 
Score: -8009512.000000 Penalty: 5290.230469
	Iteration 9F: 3 clusters Score -8009512 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8010837.500000 Penalty: 5290.230469
	Iteration 10Q: 3 clusters Score -8010838 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -8011823.500000 Penalty: 5290.230469
	Iteration 11Q: 3 clusters Score -8011824 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 31229 members 
Entering Unmasked Estep 
Score: -8012334.500000 Penalty: 5290.230469
	Iteration 12Q: 3 clusters Score -8012334 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -8012613.000000 Penalty: 5290.230469
	Iteration 13Q: 3 clusters Score -8012613 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -8012777.500000 Penalty: 5290.230469
	Iteration 14Q: 3 clusters Score -8012778 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -8012861.500000 Penalty: 5290.230469
	Iteration 15Q: 3 clusters Score -8012862 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -8012909.500000 Penalty: 5290.230469
	Iteration 16Q: 3 clusters Score -8012910 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8012950.500000 Penalty: 5290.230469
	Iteration 17Q: 3 clusters Score -8012950 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -8012977.500000 Penalty: 5290.230469
	Iteration 18Q: 3 clusters Score -8012978 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -8013036.000000 Penalty: 5290.230469
	Iteration 19Q: 3 clusters Score -8013036 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -8013096.000000 Penalty: 5290.230469
	Iteration 20F: 3 clusters Score -8013096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -8013193.500000 Penalty: 5290.230469
	Iteration 21Q: 3 clusters Score -8013194 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -8013265.000000 Penalty: 5290.230469
	Iteration 22Q: 3 clusters Score -8013265 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -8013295.500000 Penalty: 5290.230469
	Iteration 23Q: 3 clusters Score -8013296 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -8013373.500000 Penalty: 5290.230469
	Iteration 24Q: 3 clusters Score -8013374 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -8013428.000000 Penalty: 5290.230469
	Iteration 25Q: 3 clusters Score -8013428 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -8013508.000000 Penalty: 5290.230469
	Iteration 26Q: 3 clusters Score -8013508 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -8013587.500000 Penalty: 5290.230469
	Iteration 27Q: 3 clusters Score -8013588 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -8013647.500000 Penalty: 5290.230469
	Iteration 28Q: 3 clusters Score -8013648 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -8013689.000000 Penalty: 5290.230469
	Iteration 29Q: 3 clusters Score -8013689 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -8013707.500000 Penalty: 5290.230469
	Iteration 30Q: 3 clusters Score -8013708 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -8013776.000000 Penalty: 5290.230469
	Iteration 31Q: 3 clusters Score -8013776 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -8013804.000000 Penalty: 5290.230469
	Iteration 32Q: 3 clusters Score -8013804 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -8013846.500000 Penalty: 5290.230469
	Iteration 33Q: 3 clusters Score -8013846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -8013875.500000 Penalty: 5290.230469
	Iteration 34Q: 3 clusters Score -8013876 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -8013902.000000 Penalty: 5290.230469
	Iteration 35Q: 3 clusters Score -8013902 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -8013937.000000 Penalty: 5290.230469
	Iteration 36Q: 3 clusters Score -8013937 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -8013944.000000 Penalty: 5290.230469
	Iteration 37Q: 3 clusters Score -8013944 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -8013998.000000 Penalty: 5290.230469
	Iteration 38Q: 3 clusters Score -8013998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -8014022.000000 Penalty: 5290.230469
	Iteration 39Q: 3 clusters Score -8014022 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8014049.500000 Penalty: 5290.230469
	Iteration 40F: 3 clusters Score -8014050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -8014062.500000 Penalty: 5290.230469
	Iteration 41Q: 3 clusters Score -8014062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -8014059.000000 Penalty: 5290.230469
	Iteration 42Q: 3 clusters Score -8014059 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -8014045.500000 Penalty: 5290.230469
	Iteration 43Q: 3 clusters Score -8014046 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -8014063.000000 Penalty: 5290.230469
	Iteration 44Q: 3 clusters Score -8014063 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -8014058.500000 Penalty: 5290.230469
	Iteration 45Q: 3 clusters Score -8014058 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -8014086.500000 Penalty: 5290.230469
	Iteration 46Q: 3 clusters Score -8014086 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -8014114.500000 Penalty: 5290.230469
	Iteration 47Q: 3 clusters Score -8014114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -8014119.500000 Penalty: 5290.230469
	Iteration 48Q: 3 clusters Score -8014120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -8014133.000000 Penalty: 5290.230469
	Iteration 49Q: 3 clusters Score -8014133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -8014158.000000 Penalty: 5290.230469
	Iteration 50Q: 3 clusters Score -8014158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -8014177.000000 Penalty: 5290.230469
	Iteration 51Q: 3 clusters Score -8014177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -8014181.000000 Penalty: 5290.230469
	Iteration 52Q: 3 clusters Score -8014181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8014203.500000 Penalty: 5290.230469
	Iteration 53Q: 3 clusters Score -8014204 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8014197.500000 Penalty: 5290.230469
	Iteration 54Q: 3 clusters Score -8014198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8014209.000000 Penalty: 5290.230469
	Iteration 55Q: 3 clusters Score -8014209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -8014205.500000 Penalty: 5290.230469
	Iteration 56Q: 3 clusters Score -8014206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8014214.500000 Penalty: 5290.230469
	Iteration 57Q: 3 clusters Score -8014214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -8014224.500000 Penalty: 5290.230469
	Iteration 58Q: 3 clusters Score -8014224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8014219.500000 Penalty: 5290.230469
	Iteration 59Q: 3 clusters Score -8014220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -8014229.000000 Penalty: 5290.230469
	Iteration 60F: 3 clusters Score -8014229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -8014222.500000 Penalty: 5290.230469
	Iteration 61Q: 3 clusters Score -8014222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -8014232.500000 Penalty: 5290.230469
	Iteration 62Q: 3 clusters Score -8014232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8014228.500000 Penalty: 5290.230469
	Iteration 63Q: 3 clusters Score -8014228 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -8014231.500000 Penalty: 5290.230469
	Iteration 64Q: 3 clusters Score -8014232 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -8014230.500000 Penalty: 5290.230469
	Iteration 65Q: 3 clusters Score -8014230 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -8014249.500000 Penalty: 5290.230469
	Iteration 66Q: 3 clusters Score -8014250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -8014245.000000 Penalty: 5290.230469
	Iteration 67Q: 3 clusters Score -8014245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8014231.500000 Penalty: 5290.230469
	Iteration 68Q: 3 clusters Score -8014232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -8014239.000000 Penalty: 5290.230469
	Iteration 69Q: 3 clusters Score -8014239 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8014245.500000 Penalty: 5290.230469
	Iteration 70Q: 3 clusters Score -8014246 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -8014257.500000 Penalty: 5290.230469
	Iteration 71Q: 3 clusters Score -8014258 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -8014252.000000 Penalty: 5290.230469
	Iteration 72Q: 3 clusters Score -8014252 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -8014262.500000 Penalty: 5290.230469
	Iteration 73Q: 3 clusters Score -8014262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -8014268.000000 Penalty: 5290.230469
	Iteration 74Q: 3 clusters Score -8014268 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -8014276.000000 Penalty: 5290.230469
	Iteration 75Q: 3 clusters Score -8014276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -8014288.000000 Penalty: 5290.230469
	Iteration 76Q: 3 clusters Score -8014288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8014301.000000 Penalty: 5290.230469
	Iteration 77Q: 3 clusters Score -8014301 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -8014321.500000 Penalty: 5290.230469
	Iteration 78Q: 3 clusters Score -8014322 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -8014341.000000 Penalty: 5290.230469
	Iteration 79Q: 3 clusters Score -8014341 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -8014366.500000 Penalty: 5290.230469
	Iteration 80F: 3 clusters Score -8014366 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8014384.000000 Penalty: 5290.230469
	Iteration 81Q: 3 clusters Score -8014384 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -8014388.500000 Penalty: 5290.230469
	Iteration 82Q: 3 clusters Score -8014388 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -8014418.500000 Penalty: 5290.230469
	Iteration 83Q: 3 clusters Score -8014418 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -8014422.500000 Penalty: 5290.230469
	Iteration 84Q: 3 clusters Score -8014422 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -8014435.500000 Penalty: 5290.230469
	Iteration 85Q: 3 clusters Score -8014436 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -8014463.000000 Penalty: 5290.230469
	Iteration 86Q: 3 clusters Score -8014463 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -8014489.000000 Penalty: 5290.230469
	Iteration 87Q: 3 clusters Score -8014489 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8014524.000000 Penalty: 5290.230469
	Iteration 88Q: 3 clusters Score -8014524 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -8014514.000000 Penalty: 5290.230469
	Iteration 89Q: 3 clusters Score -8014514 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -8014563.500000 Penalty: 5290.230469
	Iteration 90Q: 3 clusters Score -8014564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -8014596.000000 Penalty: 5290.230469
	Iteration 91Q: 3 clusters Score -8014596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -8014630.000000 Penalty: 5290.230469
	Iteration 92Q: 3 clusters Score -8014630 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -8014650.000000 Penalty: 5290.230469
	Iteration 93Q: 3 clusters Score -8014650 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -8014662.500000 Penalty: 5290.230469
	Iteration 94Q: 3 clusters Score -8014662 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -8014681.000000 Penalty: 5290.230469
	Iteration 95Q: 3 clusters Score -8014681 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -8014684.000000 Penalty: 5290.230469
	Iteration 96Q: 3 clusters Score -8014684 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -8014698.000000 Penalty: 5290.230469
	Iteration 97Q: 3 clusters Score -8014698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -8014700.000000 Penalty: 5290.230469
	Iteration 98Q: 3 clusters Score -8014700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -8014721.000000 Penalty: 5290.230469
	Iteration 99Q: 3 clusters Score -8014721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8014742.500000 Penalty: 5290.230469
	Iteration 100F: 3 clusters Score -8014742 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -8014749.500000 Penalty: 5290.230469
	Iteration 101Q: 3 clusters Score -8014750 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -8014752.000000 Penalty: 5290.230469
	Iteration 102Q: 3 clusters Score -8014752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8014752.500000 Penalty: 5290.230469
	Iteration 103Q: 3 clusters Score -8014752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -8014750.000000 Penalty: 5290.230469
	Iteration 104Q: 3 clusters Score -8014750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -8014756.500000 Penalty: 5290.230469
	Iteration 105Q: 3 clusters Score -8014756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 32422 members 
Entering Unmasked Estep 
Score: -8014741.500000 Penalty: 5290.230469
	Iteration 106Q: 3 clusters Score -8014742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -8014743.500000 Penalty: 5290.230469
	Iteration 107Q: 3 clusters Score -8014744 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -8014748.500000 Penalty: 5290.230469
	Iteration 108Q: 3 clusters Score -8014748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -8014752.000000 Penalty: 5290.230469
	Iteration 109Q: 3 clusters Score -8014752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -8014756.000000 Penalty: 5290.230469
	Iteration 110Q: 3 clusters Score -8014756 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -8014766.000000 Penalty: 5290.230469
	Iteration 111Q: 3 clusters Score -8014766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -8014778.000000 Penalty: 5290.230469
	Iteration 112Q: 3 clusters Score -8014778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -8014775.000000 Penalty: 5290.230469
	Iteration 113Q: 3 clusters Score -8014775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -8014768.000000 Penalty: 5290.230469
	Iteration 114Q: 3 clusters Score -8014768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -8014760.000000 Penalty: 5290.230469
	Iteration 115Q: 3 clusters Score -8014760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -8014761.500000 Penalty: 5290.230469
	Iteration 116Q: 3 clusters Score -8014762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -8014763.000000 Penalty: 5290.230469
	Iteration 117Q: 3 clusters Score -8014763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8014774.000000 Penalty: 5290.230469
	Iteration 118Q: 3 clusters Score -8014774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -8014769.000000 Penalty: 5290.230469
	Iteration 119Q: 3 clusters Score -8014769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -8014774.000000 Penalty: 5290.230469
	Iteration 120F: 3 clusters Score -8014774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -8014772.000000 Penalty: 5290.230469
	Iteration 121Q: 3 clusters Score -8014772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8014782.500000 Penalty: 5290.230469
	Iteration 122Q: 3 clusters Score -8014782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -8014785.000000 Penalty: 5290.230469
	Iteration 123Q: 3 clusters Score -8014785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -8014788.500000 Penalty: 5290.230469
	Iteration 124Q: 3 clusters Score -8014788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8014788.500000 Penalty: 5290.230469
	Iteration 125Q: 3 clusters Score -8014788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -8014792.000000 Penalty: 5290.230469
	Iteration 126Q: 3 clusters Score -8014792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -8014789.000000 Penalty: 5290.230469
	Iteration 127Q: 3 clusters Score -8014789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -8014791.000000 Penalty: 5290.230469
	Iteration 128Q: 3 clusters Score -8014791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8014789.500000 Penalty: 5290.230469
	Iteration 129Q: 3 clusters Score -8014790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -8014785.000000 Penalty: 5290.230469
	Iteration 130Q: 3 clusters Score -8014785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -8014779.000000 Penalty: 5290.230469
	Iteration 131Q: 3 clusters Score -8014779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8014786.000000 Penalty: 5290.230469
	Iteration 132Q: 3 clusters Score -8014786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -8014793.500000 Penalty: 5290.230469
	Iteration 133Q: 3 clusters Score -8014794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -8014791.000000 Penalty: 5290.230469
	Iteration 134Q: 3 clusters Score -8014791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -8014791.000000 Penalty: 5290.230469
	Iteration 135F: 3 clusters Score -8014791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -59880.726562 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59880.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60228.671875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60228.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60387.421875 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60387.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60486.109375 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60486.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60527.417969 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60527.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60556.992188 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60556.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60616.230469 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60616.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60641.343750 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60641.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60656.277344 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60656.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -60677.792969 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60677.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -60706.964844 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60706.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60720.558594 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60720.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -60729.937500 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60729.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60734.964844 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60734.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -60734.964844 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -60734.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (49675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Entering Unmasked Estep 
Score: -9302348.000000 Penalty: 2681.687744
	Iteration 0F: 2 clusters Score -9302348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9271755.000000 Penalty: 5363.375488
	Iteration 0F: 3 clusters Score -9271755 nChanged 22915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -9284677.000000 Penalty: 5363.375488
	Iteration 1F: 3 clusters Score -9284677 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -9285464.000000 Penalty: 5363.375488
	Iteration 2Q: 3 clusters Score -9285464 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -9286528.000000 Penalty: 5363.375488
	Iteration 3F: 3 clusters Score -9286528 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -9288096.000000 Penalty: 5363.375488
	Iteration 4F: 3 clusters Score -9288096 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -9290255.000000 Penalty: 5363.375488
	Iteration 5F: 3 clusters Score -9290255 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -9293348.000000 Penalty: 5363.375488
	Iteration 6F: 3 clusters Score -9293348 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -9296556.000000 Penalty: 5363.375488
	Iteration 7F: 3 clusters Score -9296556 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -9298573.000000 Penalty: 5363.375488
	Iteration 8F: 3 clusters Score -9298573 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9299426.000000 Penalty: 5363.375488
	Iteration 9Q: 3 clusters Score -9299426 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9299752.000000 Penalty: 5363.375488
	Iteration 10Q: 3 clusters Score -9299752 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9299897.000000 Penalty: 5363.375488
	Iteration 11Q: 3 clusters Score -9299897 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9299972.000000 Penalty: 5363.375488
	Iteration 12Q: 3 clusters Score -9299972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9300001.000000 Penalty: 5363.375488
	Iteration 13Q: 3 clusters Score -9300001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9300009.000000 Penalty: 5363.375488
	Iteration 14Q: 3 clusters Score -9300009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -9300025.000000 Penalty: 5363.375488
	Iteration 15Q: 3 clusters Score -9300025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9300045.000000 Penalty: 5363.375488
	Iteration 16Q: 3 clusters Score -9300045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49479 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9300049.000000 Penalty: 5363.375488
	Iteration 17Q: 3 clusters Score -9300049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -9300047.000000 Penalty: 5363.375488
	Iteration 18Q: 3 clusters Score -9300047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9300054.000000 Penalty: 5363.375488
	Iteration 19Q: 3 clusters Score -9300054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9300051.000000 Penalty: 5363.375488
	Iteration 20F: 3 clusters Score -9300051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9300052.000000 Penalty: 5363.375488
	Iteration 21Q: 3 clusters Score -9300052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9300057.000000 Penalty: 5363.375488
	Iteration 22Q: 3 clusters Score -9300057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -9300053.000000 Penalty: 5363.375488
	Iteration 23Q: 3 clusters Score -9300053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9300054.000000 Penalty: 5363.375488
	Iteration 24Q: 3 clusters Score -9300054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9300057.000000 Penalty: 5363.375488
	Iteration 25Q: 3 clusters Score -9300057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9300057.000000 Penalty: 5363.375488
	Iteration 26F: 3 clusters Score -9300057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (45028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Entering Unmasked Estep 
Score: -8496174.000000 Penalty: 2657.330078
	Iteration 0F: 2 clusters Score -8496174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8466466.000000 Penalty: 5314.660156
	Iteration 0F: 3 clusters Score -8466466 nChanged 20555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -8477902.000000 Penalty: 5314.660156
	Iteration 1F: 3 clusters Score -8477902 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -8478770.000000 Penalty: 5314.660156
	Iteration 2F: 3 clusters Score -8478770 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -8479947.000000 Penalty: 5314.660156
	Iteration 3F: 3 clusters Score -8479947 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -8481835.000000 Penalty: 5314.660156
	Iteration 4F: 3 clusters Score -8481835 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8484458.000000 Penalty: 5314.660156
	Iteration 5F: 3 clusters Score -8484458 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8487800.000000 Penalty: 5314.660156
	Iteration 6F: 3 clusters Score -8487800 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8490771.000000 Penalty: 5314.660156
	Iteration 7F: 3 clusters Score -8490771 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8492614.000000 Penalty: 5314.660156
	Iteration 8Q: 3 clusters Score -8492614 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8493321.000000 Penalty: 5314.660156
	Iteration 9Q: 3 clusters Score -8493321 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8493573.000000 Penalty: 5314.660156
	Iteration 10Q: 3 clusters Score -8493573 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8493674.000000 Penalty: 5314.660156
	Iteration 11Q: 3 clusters Score -8493674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8493756.000000 Penalty: 5314.660156
	Iteration 12Q: 3 clusters Score -8493756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8493812.000000 Penalty: 5314.660156
	Iteration 13Q: 3 clusters Score -8493812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8493851.000000 Penalty: 5314.660156
	Iteration 14Q: 3 clusters Score -8493851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8493873.000000 Penalty: 5314.660156
	Iteration 15Q: 3 clusters Score -8493873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8493889.000000 Penalty: 5314.660156
	Iteration 16Q: 3 clusters Score -8493889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8493903.000000 Penalty: 5314.660156
	Iteration 17Q: 3 clusters Score -8493903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8493903.000000 Penalty: 5314.660156
	Iteration 18F: 3 clusters Score -8493903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41805 members 
Mstep: Class 4 contains 16685 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 55202 members 
Mstep: Class 10 contains 50384 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31624 members 
Mstep: Class 13 contains 42309 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 47841 members 
Mstep: Class 17 contains 48402 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 13087 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26017 members 
Mstep: Class 23 contains 47876 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28618 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 41913 members 
Mstep: Class 28 contains 42864 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49675 members 
Mstep: Class 31 contains 45028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154848.000000 Penalty: 103966.859375
Iteration 439Q: 32 clusters Score -1.371548e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41757 members 
Mstep: Class 4 contains 16680 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 55268 members 
Mstep: Class 10 contains 50357 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31625 members 
Mstep: Class 13 contains 42324 members 
Mstep: Class 14 contains 4780 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 47841 members 
Mstep: Class 17 contains 48419 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12920 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26020 members 
Mstep: Class 23 contains 47895 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28624 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 41916 members 
Mstep: Class 28 contains 42860 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49768 members 
Mstep: Class 31 contains 45034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154656.000000 Penalty: 103966.859375
Iteration 440F: 32 clusters Score -1.371547e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41728 members 
Mstep: Class 4 contains 16691 members 
Mstep: Class 5 contains 44738 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 55358 members 
Mstep: Class 10 contains 50380 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31613 members 
Mstep: Class 13 contains 42353 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 47795 members 
Mstep: Class 17 contains 48421 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12738 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26030 members 
Mstep: Class 23 contains 47892 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28635 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 41924 members 
Mstep: Class 28 contains 42861 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49883 members 
Mstep: Class 31 contains 45010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154704.000000 Penalty: 103966.859375
Iteration 441Q: 32 clusters Score -1.371547e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41666 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 55408 members 
Mstep: Class 10 contains 50401 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31612 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 47785 members 
Mstep: Class 17 contains 48422 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12593 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26028 members 
Mstep: Class 23 contains 47875 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28646 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41944 members 
Mstep: Class 28 contains 42859 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50001 members 
Mstep: Class 31 contains 44995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154640.000000 Penalty: 103966.859375
Iteration 442Q: 32 clusters Score -1.371546e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41611 members 
Mstep: Class 4 contains 16715 members 
Mstep: Class 5 contains 44732 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5527 members 
Mstep: Class 9 contains 55440 members 
Mstep: Class 10 contains 50379 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31614 members 
Mstep: Class 13 contains 42375 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 47774 members 
Mstep: Class 17 contains 48413 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12475 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26034 members 
Mstep: Class 23 contains 47903 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28665 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41954 members 
Mstep: Class 28 contains 42866 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50148 members 
Mstep: Class 31 contains 44961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154576.000000 Penalty: 103966.859375
Iteration 443Q: 32 clusters Score -1.371546e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41577 members 
Mstep: Class 4 contains 16733 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 55481 members 
Mstep: Class 10 contains 50371 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31604 members 
Mstep: Class 13 contains 42398 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 47756 members 
Mstep: Class 17 contains 48414 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12370 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26048 members 
Mstep: Class 23 contains 47911 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28679 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41949 members 
Mstep: Class 28 contains 42869 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50279 members 
Mstep: Class 31 contains 44928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154208.000000 Penalty: 103966.859375
Iteration 444Q: 32 clusters Score -1.371542e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47382 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41554 members 
Mstep: Class 4 contains 16729 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5525 members 
Mstep: Class 9 contains 55510 members 
Mstep: Class 10 contains 50398 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31599 members 
Mstep: Class 13 contains 42399 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 4769 members 
Mstep: Class 16 contains 47723 members 
Mstep: Class 17 contains 48406 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12271 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26053 members 
Mstep: Class 23 contains 47909 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28695 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 41960 members 
Mstep: Class 28 contains 42870 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50399 members 
Mstep: Class 31 contains 44888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154144.000000 Penalty: 103966.859375
Iteration 445Q: 32 clusters Score -1.371541e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41533 members 
Mstep: Class 4 contains 16731 members 
Mstep: Class 5 contains 44749 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 55524 members 
Mstep: Class 10 contains 50427 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31596 members 
Mstep: Class 13 contains 42417 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 47727 members 
Mstep: Class 17 contains 48403 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12158 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26058 members 
Mstep: Class 23 contains 47899 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28702 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 41966 members 
Mstep: Class 28 contains 42874 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50498 members 
Mstep: Class 31 contains 44870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154384.000000 Penalty: 103966.859375
Iteration 446Q: 32 clusters Score -1.371544e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41495 members 
Mstep: Class 4 contains 16727 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 55538 members 
Mstep: Class 10 contains 50434 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31595 members 
Mstep: Class 13 contains 42424 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4766 members 
Mstep: Class 16 contains 47729 members 
Mstep: Class 17 contains 48401 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 12043 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26060 members 
Mstep: Class 23 contains 47913 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28714 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 41982 members 
Mstep: Class 28 contains 42890 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50592 members 
Mstep: Class 31 contains 44851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154336.000000 Penalty: 103966.859375
Iteration 447Q: 32 clusters Score -1.371543e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41464 members 
Mstep: Class 4 contains 16724 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 55586 members 
Mstep: Class 10 contains 50453 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31587 members 
Mstep: Class 13 contains 42432 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47745 members 
Mstep: Class 17 contains 48411 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11920 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26057 members 
Mstep: Class 23 contains 47922 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28731 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 41991 members 
Mstep: Class 28 contains 42899 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50657 members 
Mstep: Class 31 contains 44826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154176.000000 Penalty: 103966.859375
Iteration 448Q: 32 clusters Score -1.371542e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41438 members 
Mstep: Class 4 contains 16728 members 
Mstep: Class 5 contains 44802 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 55614 members 
Mstep: Class 10 contains 50478 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31585 members 
Mstep: Class 13 contains 42442 members 
Mstep: Class 14 contains 4791 members 
Mstep: Class 15 contains 4767 members 
Mstep: Class 16 contains 47740 members 
Mstep: Class 17 contains 48417 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11798 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26053 members 
Mstep: Class 23 contains 47945 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28750 members 
Mstep: Class 26 contains 2097 members 
Mstep: Class 27 contains 42006 members 
Mstep: Class 28 contains 42915 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50708 members 
Mstep: Class 31 contains 44817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154272.000000 Penalty: 103966.859375
Iteration 449Q: 32 clusters Score -1.371543e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41404 members 
Mstep: Class 4 contains 16728 members 
Mstep: Class 5 contains 44819 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 55642 members 
Mstep: Class 10 contains 50500 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31589 members 
Mstep: Class 13 contains 42458 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 47756 members 
Mstep: Class 17 contains 48423 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11697 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26051 members 
Mstep: Class 23 contains 47964 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28750 members 
Mstep: Class 26 contains 2097 members 
Mstep: Class 27 contains 42003 members 
Mstep: Class 28 contains 42927 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50741 members 
Mstep: Class 31 contains 44814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154272.000000 Penalty: 103966.859375
Iteration 450Q: 32 clusters Score -1.371543e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 16724 members 
Mstep: Class 5 contains 44835 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 55700 members 
Mstep: Class 10 contains 50528 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31589 members 
Mstep: Class 13 contains 42483 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 47795 members 
Mstep: Class 17 contains 48414 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11590 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26054 members 
Mstep: Class 23 contains 47982 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28747 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 42011 members 
Mstep: Class 28 contains 42938 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50747 members 
Mstep: Class 31 contains 44807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153968.000000 Penalty: 103966.859375
Iteration 451Q: 32 clusters Score -1.37154e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41336 members 
Mstep: Class 4 contains 16717 members 
Mstep: Class 5 contains 44843 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5533 members 
Mstep: Class 9 contains 55716 members 
Mstep: Class 10 contains 50602 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31585 members 
Mstep: Class 13 contains 42511 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 47810 members 
Mstep: Class 17 contains 48412 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11485 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26062 members 
Mstep: Class 23 contains 47986 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28743 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 42007 members 
Mstep: Class 28 contains 42941 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50748 members 
Mstep: Class 31 contains 44829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154048.000000 Penalty: 103966.859375
Iteration 452Q: 32 clusters Score -1.37154e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41311 members 
Mstep: Class 4 contains 16705 members 
Mstep: Class 5 contains 44840 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 55749 members 
Mstep: Class 10 contains 50692 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 31588 members 
Mstep: Class 13 contains 42522 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 47817 members 
Mstep: Class 17 contains 48407 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26048 members 
Mstep: Class 23 contains 47984 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28740 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 41994 members 
Mstep: Class 28 contains 42954 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50731 members 
Mstep: Class 31 contains 44865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154224.000000 Penalty: 103966.859375
Iteration 453Q: 32 clusters Score -1.371542e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41291 members 
Mstep: Class 4 contains 16712 members 
Mstep: Class 5 contains 44842 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 55789 members 
Mstep: Class 10 contains 50729 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31591 members 
Mstep: Class 13 contains 42542 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 47839 members 
Mstep: Class 17 contains 48416 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11283 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26045 members 
Mstep: Class 23 contains 47968 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28745 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 41981 members 
Mstep: Class 28 contains 42963 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50710 members 
Mstep: Class 31 contains 44875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153792.000000 Penalty: 103966.859375
Iteration 454Q: 32 clusters Score -1.371538e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41263 members 
Mstep: Class 4 contains 16726 members 
Mstep: Class 5 contains 44865 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 55842 members 
Mstep: Class 10 contains 50713 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31592 members 
Mstep: Class 13 contains 42555 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 47875 members 
Mstep: Class 17 contains 48416 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11191 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26042 members 
Mstep: Class 23 contains 47975 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28743 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 41978 members 
Mstep: Class 28 contains 42975 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50657 members 
Mstep: Class 31 contains 44883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153600.000000 Penalty: 103966.859375
Iteration 455Q: 32 clusters Score -1.371536e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41252 members 
Mstep: Class 4 contains 16748 members 
Mstep: Class 5 contains 44870 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 55868 members 
Mstep: Class 10 contains 50695 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31589 members 
Mstep: Class 13 contains 42576 members 
Mstep: Class 14 contains 4804 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 47873 members 
Mstep: Class 17 contains 48409 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26044 members 
Mstep: Class 23 contains 47995 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28743 members 
Mstep: Class 26 contains 2098 members 
Mstep: Class 27 contains 42003 members 
Mstep: Class 28 contains 42988 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50621 members 
Mstep: Class 31 contains 44880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153632.000000 Penalty: 103966.859375
Iteration 456Q: 32 clusters Score -1.371536e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41232 members 
Mstep: Class 4 contains 16762 members 
Mstep: Class 5 contains 44873 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 55898 members 
Mstep: Class 10 contains 50675 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31587 members 
Mstep: Class 13 contains 42601 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 47848 members 
Mstep: Class 17 contains 48408 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 11015 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26056 members 
Mstep: Class 23 contains 48027 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28748 members 
Mstep: Class 26 contains 2099 members 
Mstep: Class 27 contains 42029 members 
Mstep: Class 28 contains 42994 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50591 members 
Mstep: Class 31 contains 44893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153648.000000 Penalty: 103966.859375
Iteration 457Q: 32 clusters Score -1.371536e+08 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41208 members 
Mstep: Class 4 contains 16773 members 
Mstep: Class 5 contains 44894 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 55930 members 
Mstep: Class 10 contains 50660 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31584 members 
Mstep: Class 13 contains 42627 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 47844 members 
Mstep: Class 17 contains 48405 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10934 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26069 members 
Mstep: Class 23 contains 48077 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28740 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 42041 members 
Mstep: Class 28 contains 43011 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50533 members 
Mstep: Class 31 contains 44910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153616.000000 Penalty: 103966.859375
Iteration 458Q: 32 clusters Score -1.371536e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41177 members 
Mstep: Class 4 contains 16774 members 
Mstep: Class 5 contains 44919 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5522 members 
Mstep: Class 9 contains 55975 members 
Mstep: Class 10 contains 50640 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31593 members 
Mstep: Class 13 contains 42643 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 47849 members 
Mstep: Class 17 contains 48408 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10848 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26082 members 
Mstep: Class 23 contains 48074 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28756 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 42039 members 
Mstep: Class 28 contains 43027 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50468 members 
Mstep: Class 31 contains 44935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153360.000000 Penalty: 103966.859375
Iteration 459Q: 32 clusters Score -1.371534e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41137 members 
Mstep: Class 4 contains 16781 members 
Mstep: Class 5 contains 44938 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 55988 members 
Mstep: Class 10 contains 50632 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31594 members 
Mstep: Class 13 contains 42659 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 47851 members 
Mstep: Class 17 contains 48406 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10752 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26087 members 
Mstep: Class 23 contains 48107 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28777 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42036 members 
Mstep: Class 28 contains 43046 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50440 members 
Mstep: Class 31 contains 44951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153232.000000 Penalty: 103966.859375
Iteration 460F: 32 clusters Score -1.371532e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41122 members 
Mstep: Class 4 contains 16782 members 
Mstep: Class 5 contains 44951 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 55995 members 
Mstep: Class 10 contains 50635 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31599 members 
Mstep: Class 13 contains 42672 members 
Mstep: Class 14 contains 4807 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 47859 members 
Mstep: Class 17 contains 48420 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10657 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26093 members 
Mstep: Class 23 contains 48077 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28787 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 42050 members 
Mstep: Class 28 contains 43055 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50405 members 
Mstep: Class 31 contains 44986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153360.000000 Penalty: 103966.859375
Iteration 461Q: 32 clusters Score -1.371534e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41118 members 
Mstep: Class 4 contains 16791 members 
Mstep: Class 5 contains 44947 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 56013 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31599 members 
Mstep: Class 13 contains 42686 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 47864 members 
Mstep: Class 17 contains 48446 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10555 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26103 members 
Mstep: Class 23 contains 48067 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28805 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 42046 members 
Mstep: Class 28 contains 43062 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50394 members 
Mstep: Class 31 contains 44982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153296.000000 Penalty: 103966.859375
Iteration 462Q: 32 clusters Score -1.371533e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41098 members 
Mstep: Class 4 contains 16808 members 
Mstep: Class 5 contains 44950 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 55998 members 
Mstep: Class 10 contains 50585 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31594 members 
Mstep: Class 13 contains 42693 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 47873 members 
Mstep: Class 17 contains 48460 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26106 members 
Mstep: Class 23 contains 48104 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28814 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 42044 members 
Mstep: Class 28 contains 43068 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50415 members 
Mstep: Class 31 contains 45008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153104.000000 Penalty: 103966.859375
Iteration 463Q: 32 clusters Score -1.371531e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41071 members 
Mstep: Class 4 contains 16825 members 
Mstep: Class 5 contains 44959 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5505 members 
Mstep: Class 9 contains 56010 members 
Mstep: Class 10 contains 50582 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31590 members 
Mstep: Class 13 contains 42714 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 47870 members 
Mstep: Class 17 contains 48468 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10321 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26108 members 
Mstep: Class 23 contains 48133 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28811 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42045 members 
Mstep: Class 28 contains 43081 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50408 members 
Mstep: Class 31 contains 45037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152720.000000 Penalty: 103966.859375
Iteration 464Q: 32 clusters Score -1.371527e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41055 members 
Mstep: Class 4 contains 16842 members 
Mstep: Class 5 contains 44982 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5501 members 
Mstep: Class 9 contains 56003 members 
Mstep: Class 10 contains 50601 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31579 members 
Mstep: Class 13 contains 42744 members 
Mstep: Class 14 contains 4814 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 47873 members 
Mstep: Class 17 contains 48459 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10199 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26108 members 
Mstep: Class 23 contains 48188 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28816 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42049 members 
Mstep: Class 28 contains 43093 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50427 members 
Mstep: Class 31 contains 45045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153008.000000 Penalty: 103966.859375
Iteration 465Q: 32 clusters Score -1.37153e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41043 members 
Mstep: Class 4 contains 16855 members 
Mstep: Class 5 contains 44979 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5499 members 
Mstep: Class 9 contains 56007 members 
Mstep: Class 10 contains 50646 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31559 members 
Mstep: Class 13 contains 42784 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 47848 members 
Mstep: Class 17 contains 48462 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10098 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26109 members 
Mstep: Class 23 contains 48236 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28849 members 
Mstep: Class 26 contains 2102 members 
Mstep: Class 27 contains 42036 members 
Mstep: Class 28 contains 43103 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50414 members 
Mstep: Class 31 contains 45061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152960.000000 Penalty: 103966.859375
Iteration 466Q: 32 clusters Score -1.37153e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41013 members 
Mstep: Class 4 contains 16873 members 
Mstep: Class 5 contains 45008 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 56024 members 
Mstep: Class 10 contains 50660 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31554 members 
Mstep: Class 13 contains 42804 members 
Mstep: Class 14 contains 4813 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 47809 members 
Mstep: Class 17 contains 48464 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26098 members 
Mstep: Class 23 contains 48282 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28876 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42033 members 
Mstep: Class 28 contains 43118 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50397 members 
Mstep: Class 31 contains 45074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152800.000000 Penalty: 103966.859375
Iteration 467Q: 32 clusters Score -1.371528e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41007 members 
Mstep: Class 4 contains 16891 members 
Mstep: Class 5 contains 45038 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 56077 members 
Mstep: Class 10 contains 50651 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31554 members 
Mstep: Class 13 contains 42824 members 
Mstep: Class 14 contains 4805 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 47797 members 
Mstep: Class 17 contains 48458 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9905 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26104 members 
Mstep: Class 23 contains 48281 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28885 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 42044 members 
Mstep: Class 28 contains 43131 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50355 members 
Mstep: Class 31 contains 45095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152624.000000 Penalty: 103966.859375
Iteration 468Q: 32 clusters Score -1.371526e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41012 members 
Mstep: Class 4 contains 16914 members 
Mstep: Class 5 contains 45068 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 56111 members 
Mstep: Class 10 contains 50674 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31548 members 
Mstep: Class 13 contains 42836 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 47768 members 
Mstep: Class 17 contains 48453 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9821 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26110 members 
Mstep: Class 23 contains 48283 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28896 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 42057 members 
Mstep: Class 28 contains 43147 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50289 members 
Mstep: Class 31 contains 45115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152528.000000 Penalty: 103966.859375
Iteration 469Q: 32 clusters Score -1.371525e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41027 members 
Mstep: Class 4 contains 16925 members 
Mstep: Class 5 contains 45090 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 56144 members 
Mstep: Class 10 contains 50694 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31543 members 
Mstep: Class 13 contains 42842 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 47736 members 
Mstep: Class 17 contains 48464 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9727 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26114 members 
Mstep: Class 23 contains 48263 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28912 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 42079 members 
Mstep: Class 28 contains 43156 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50249 members 
Mstep: Class 31 contains 45135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152256.000000 Penalty: 103966.859375
Iteration 470Q: 32 clusters Score -1.371523e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41037 members 
Mstep: Class 4 contains 16941 members 
Mstep: Class 5 contains 45111 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 56175 members 
Mstep: Class 10 contains 50717 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31531 members 
Mstep: Class 13 contains 42838 members 
Mstep: Class 14 contains 4802 members 
Mstep: Class 15 contains 4761 members 
Mstep: Class 16 contains 47702 members 
Mstep: Class 17 contains 48491 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26126 members 
Mstep: Class 23 contains 48235 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28933 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 42094 members 
Mstep: Class 28 contains 43169 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50249 members 
Mstep: Class 31 contains 45133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152080.000000 Penalty: 103966.859375
Iteration 471Q: 32 clusters Score -1.371521e+08 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41079 members 
Mstep: Class 4 contains 16952 members 
Mstep: Class 5 contains 45123 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 56194 members 
Mstep: Class 10 contains 50710 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31530 members 
Mstep: Class 13 contains 42847 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 4764 members 
Mstep: Class 16 contains 47701 members 
Mstep: Class 17 contains 48492 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9523 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26126 members 
Mstep: Class 23 contains 48240 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28940 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42091 members 
Mstep: Class 28 contains 43183 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50234 members 
Mstep: Class 31 contains 45117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152400.000000 Penalty: 103966.859375
Iteration 472Q: 32 clusters Score -1.371524e+08 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41108 members 
Mstep: Class 4 contains 16963 members 
Mstep: Class 5 contains 45126 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 56214 members 
Mstep: Class 10 contains 50716 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31529 members 
Mstep: Class 13 contains 42872 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47689 members 
Mstep: Class 17 contains 48506 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26121 members 
Mstep: Class 23 contains 48249 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28938 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42097 members 
Mstep: Class 28 contains 43192 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50247 members 
Mstep: Class 31 contains 45077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152080.000000 Penalty: 103966.859375
Iteration 473Q: 32 clusters Score -1.371521e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41140 members 
Mstep: Class 4 contains 16972 members 
Mstep: Class 5 contains 45149 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5491 members 
Mstep: Class 9 contains 56240 members 
Mstep: Class 10 contains 50723 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 42905 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 4763 members 
Mstep: Class 16 contains 47664 members 
Mstep: Class 17 contains 48506 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9328 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26123 members 
Mstep: Class 23 contains 48239 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28935 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42092 members 
Mstep: Class 28 contains 43204 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50261 members 
Mstep: Class 31 contains 45067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151952.000000 Penalty: 103966.859375
Iteration 474Q: 32 clusters Score -1.37152e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41167 members 
Mstep: Class 4 contains 16993 members 
Mstep: Class 5 contains 45171 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5490 members 
Mstep: Class 9 contains 56257 members 
Mstep: Class 10 contains 50766 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31514 members 
Mstep: Class 13 contains 42920 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47637 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9229 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26127 members 
Mstep: Class 23 contains 48258 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28926 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 42113 members 
Mstep: Class 28 contains 43216 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50242 members 
Mstep: Class 31 contains 45024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151632.000000 Penalty: 103966.859375
Iteration 475Q: 32 clusters Score -1.371516e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41193 members 
Mstep: Class 4 contains 17011 members 
Mstep: Class 5 contains 45184 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5493 members 
Mstep: Class 9 contains 56258 members 
Mstep: Class 10 contains 50794 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31508 members 
Mstep: Class 13 contains 42946 members 
Mstep: Class 14 contains 4797 members 
Mstep: Class 15 contains 4765 members 
Mstep: Class 16 contains 47621 members 
Mstep: Class 17 contains 48505 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9133 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26130 members 
Mstep: Class 23 contains 48287 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28936 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 42121 members 
Mstep: Class 28 contains 43226 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50197 members 
Mstep: Class 31 contains 45023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151440.000000 Penalty: 103966.859375
Iteration 476Q: 32 clusters Score -1.371514e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41216 members 
Mstep: Class 4 contains 17037 members 
Mstep: Class 5 contains 45184 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 56227 members 
Mstep: Class 10 contains 50821 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31495 members 
Mstep: Class 13 contains 42981 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 4770 members 
Mstep: Class 16 contains 47616 members 
Mstep: Class 17 contains 48501 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 9045 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26136 members 
Mstep: Class 23 contains 48334 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28943 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 42125 members 
Mstep: Class 28 contains 43229 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50154 members 
Mstep: Class 31 contains 45018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151776.000000 Penalty: 103966.859375
Iteration 477Q: 32 clusters Score -1.371518e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41236 members 
Mstep: Class 4 contains 17051 members 
Mstep: Class 5 contains 45179 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 56216 members 
Mstep: Class 10 contains 50896 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31480 members 
Mstep: Class 13 contains 43022 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 47613 members 
Mstep: Class 17 contains 48507 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8945 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26141 members 
Mstep: Class 23 contains 48362 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28941 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 42134 members 
Mstep: Class 28 contains 43239 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50114 members 
Mstep: Class 31 contains 44986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151792.000000 Penalty: 103966.859375
Iteration 478Q: 32 clusters Score -1.371518e+08 nChanged 1146
Entering ConstructFrom: 
Score: -137151792.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (47430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Entering Unmasked Estep 
Score: -8919317.000000 Penalty: 2670.218506
	Iteration 0F: 2 clusters Score -8919317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8889382.000000 Penalty: 5340.437012
	Iteration 0F: 3 clusters Score -8889382 nChanged 21795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -8901471.000000 Penalty: 5340.437012
	Iteration 1F: 3 clusters Score -8901471 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -8902119.000000 Penalty: 5340.437012
	Iteration 2Q: 3 clusters Score -8902119 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8902727.000000 Penalty: 5340.437012
	Iteration 3Q: 3 clusters Score -8902727 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -8903412.000000 Penalty: 5340.437012
	Iteration 4Q: 3 clusters Score -8903412 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -8904412.000000 Penalty: 5340.437012
	Iteration 5Q: 3 clusters Score -8904412 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -8905710.000000 Penalty: 5340.437012
	Iteration 6F: 3 clusters Score -8905710 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -8907602.000000 Penalty: 5340.437012
	Iteration 7F: 3 clusters Score -8907602 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -8909857.000000 Penalty: 5340.437012
	Iteration 8F: 3 clusters Score -8909857 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -8912524.000000 Penalty: 5340.437012
	Iteration 9F: 3 clusters Score -8912524 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -8914569.000000 Penalty: 5340.437012
	Iteration 10Q: 3 clusters Score -8914569 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -8915676.000000 Penalty: 5340.437012
	Iteration 11Q: 3 clusters Score -8915676 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -8916265.000000 Penalty: 5340.437012
	Iteration 12Q: 3 clusters Score -8916265 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -8916645.000000 Penalty: 5340.437012
	Iteration 13Q: 3 clusters Score -8916645 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8916930.000000 Penalty: 5340.437012
	Iteration 14Q: 3 clusters Score -8916930 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8917192.000000 Penalty: 5340.437012
	Iteration 15Q: 3 clusters Score -8917192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8917370.000000 Penalty: 5340.437012
	Iteration 16Q: 3 clusters Score -8917370 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -8917506.000000 Penalty: 5340.437012
	Iteration 17Q: 3 clusters Score -8917506 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -8917605.000000 Penalty: 5340.437012
	Iteration 18Q: 3 clusters Score -8917605 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -8917677.000000 Penalty: 5340.437012
	Iteration 19Q: 3 clusters Score -8917677 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -8917715.000000 Penalty: 5340.437012
	Iteration 20F: 3 clusters Score -8917715 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -8917717.000000 Penalty: 5340.437012
	Iteration 21Q: 3 clusters Score -8917717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -8917740.000000 Penalty: 5340.437012
	Iteration 22Q: 3 clusters Score -8917740 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8917762.000000 Penalty: 5340.437012
	Iteration 23Q: 3 clusters Score -8917762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -8917793.000000 Penalty: 5340.437012
	Iteration 24Q: 3 clusters Score -8917793 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8917783.000000 Penalty: 5340.437012
	Iteration 25Q: 3 clusters Score -8917783 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -8917817.000000 Penalty: 5340.437012
	Iteration 26Q: 3 clusters Score -8917817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -8917827.000000 Penalty: 5340.437012
	Iteration 27Q: 3 clusters Score -8917827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -8917807.000000 Penalty: 5340.437012
	Iteration 28Q: 3 clusters Score -8917807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -8917798.000000 Penalty: 5340.437012
	Iteration 29Q: 3 clusters Score -8917798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8917797.000000 Penalty: 5340.437012
	Iteration 30Q: 3 clusters Score -8917797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -8917785.000000 Penalty: 5340.437012
	Iteration 31Q: 3 clusters Score -8917785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -8917790.000000 Penalty: 5340.437012
	Iteration 32Q: 3 clusters Score -8917790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -8917800.000000 Penalty: 5340.437012
	Iteration 33Q: 3 clusters Score -8917800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -8917797.000000 Penalty: 5340.437012
	Iteration 34Q: 3 clusters Score -8917797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -8917806.000000 Penalty: 5340.437012
	Iteration 35Q: 3 clusters Score -8917806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8917808.000000 Penalty: 5340.437012
	Iteration 36Q: 3 clusters Score -8917808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -8917806.000000 Penalty: 5340.437012
	Iteration 37Q: 3 clusters Score -8917806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -8917815.000000 Penalty: 5340.437012
	Iteration 38Q: 3 clusters Score -8917815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -8917838.000000 Penalty: 5340.437012
	Iteration 39Q: 3 clusters Score -8917838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -8917829.000000 Penalty: 5340.437012
	Iteration 40F: 3 clusters Score -8917829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -8917837.000000 Penalty: 5340.437012
	Iteration 41Q: 3 clusters Score -8917837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -8917829.000000 Penalty: 5340.437012
	Iteration 42Q: 3 clusters Score -8917829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -8917839.000000 Penalty: 5340.437012
	Iteration 43Q: 3 clusters Score -8917839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -8917836.000000 Penalty: 5340.437012
	Iteration 44Q: 3 clusters Score -8917836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -8917838.000000 Penalty: 5340.437012
	Iteration 45Q: 3 clusters Score -8917838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8917849.000000 Penalty: 5340.437012
	Iteration 46Q: 3 clusters Score -8917849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8917854.000000 Penalty: 5340.437012
	Iteration 47Q: 3 clusters Score -8917854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8917850.000000 Penalty: 5340.437012
	Iteration 48Q: 3 clusters Score -8917850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8917847.000000 Penalty: 5340.437012
	Iteration 49Q: 3 clusters Score -8917847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8917850.000000 Penalty: 5340.437012
	Iteration 50Q: 3 clusters Score -8917850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -8917849.000000 Penalty: 5340.437012
	Iteration 51Q: 3 clusters Score -8917849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -8917850.000000 Penalty: 5340.437012
	Iteration 52Q: 3 clusters Score -8917850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8917853.000000 Penalty: 5340.437012
	Iteration 53Q: 3 clusters Score -8917853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -8917853.000000 Penalty: 5340.437012
	Iteration 54F: 3 clusters Score -8917853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -67600.289062 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -67600.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -66408.343750 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -66408.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66543.476562 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -66543.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -66611.570312 Penalty: 2851.698975
	Iteration 2Q: 3 clusters Score -66611.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -66644.359375 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -66644.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66676.398438 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -66676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -66711.390625 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -66711.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66755.226562 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -66755.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -66763.585938 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -66763.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66765.937500 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -66765.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66767.242188 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -66767.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66770.531250 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -66770.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -66771.046875 Penalty: 2851.698975
	Iteration 11Q: 3 clusters Score -66771.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66771.757812 Penalty: 2851.698975
	Iteration 12Q: 3 clusters Score -66771.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66773.484375 Penalty: 2851.698975
	Iteration 13Q: 3 clusters Score -66773.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66773.484375 Penalty: 2851.698975
	Iteration 14F: 3 clusters Score -66773.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Entering Unmasked Estep 
Score: -7707453.500000 Penalty: 2635.698975
	Iteration 0F: 2 clusters Score -7707454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -7679560.000000 Penalty: 5271.397949
	Iteration 0F: 3 clusters Score -7679560 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -7689762.500000 Penalty: 5271.397949
	Iteration 1F: 3 clusters Score -7689762 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -7690267.000000 Penalty: 5271.397949
	Iteration 2Q: 3 clusters Score -7690267 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -7690766.000000 Penalty: 5271.397949
	Iteration 3Q: 3 clusters Score -7690766 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -7691455.000000 Penalty: 5271.397949
	Iteration 4Q: 3 clusters Score -7691455 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -7692515.500000 Penalty: 5271.397949
	Iteration 5Q: 3 clusters Score -7692516 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -7694131.000000 Penalty: 5271.397949
	Iteration 6F: 3 clusters Score -7694131 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -7696246.500000 Penalty: 5271.397949
	Iteration 7F: 3 clusters Score -7696246 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -7698914.500000 Penalty: 5271.397949
	Iteration 8F: 3 clusters Score -7698914 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -7701711.500000 Penalty: 5271.397949
	Iteration 9F: 3 clusters Score -7701712 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -7704057.000000 Penalty: 5271.397949
	Iteration 10F: 3 clusters Score -7704057 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7705344.000000 Penalty: 5271.397949
	Iteration 11Q: 3 clusters Score -7705344 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7705784.000000 Penalty: 5271.397949
	Iteration 12Q: 3 clusters Score -7705784 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7705913.500000 Penalty: 5271.397949
	Iteration 13Q: 3 clusters Score -7705914 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7705992.000000 Penalty: 5271.397949
	Iteration 14Q: 3 clusters Score -7705992 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7706024.500000 Penalty: 5271.397949
	Iteration 15Q: 3 clusters Score -7706024 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7706031.500000 Penalty: 5271.397949
	Iteration 16Q: 3 clusters Score -7706032 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7706054.500000 Penalty: 5271.397949
	Iteration 17Q: 3 clusters Score -7706054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7706077.000000 Penalty: 5271.397949
	Iteration 18Q: 3 clusters Score -7706077 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7706087.500000 Penalty: 5271.397949
	Iteration 19Q: 3 clusters Score -7706088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7706094.000000 Penalty: 5271.397949
	Iteration 20F: 3 clusters Score -7706094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7706111.500000 Penalty: 5271.397949
	Iteration 21Q: 3 clusters Score -7706112 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7706100.000000 Penalty: 5271.397949
	Iteration 22Q: 3 clusters Score -7706100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7706109.500000 Penalty: 5271.397949
	Iteration 23Q: 3 clusters Score -7706110 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7706095.000000 Penalty: 5271.397949
	Iteration 24Q: 3 clusters Score -7706095 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7706116.500000 Penalty: 5271.397949
	Iteration 25Q: 3 clusters Score -7706116 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -7706114.000000 Penalty: 5271.397949
	Iteration 26Q: 3 clusters Score -7706114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7706117.000000 Penalty: 5271.397949
	Iteration 27Q: 3 clusters Score -7706117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7706111.500000 Penalty: 5271.397949
	Iteration 28Q: 3 clusters Score -7706112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7706114.500000 Penalty: 5271.397949
	Iteration 29Q: 3 clusters Score -7706114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7706126.500000 Penalty: 5271.397949
	Iteration 30Q: 3 clusters Score -7706126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7706129.000000 Penalty: 5271.397949
	Iteration 31Q: 3 clusters Score -7706129 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7706135.500000 Penalty: 5271.397949
	Iteration 32Q: 3 clusters Score -7706136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7706136.000000 Penalty: 5271.397949
	Iteration 33Q: 3 clusters Score -7706136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -7706130.500000 Penalty: 5271.397949
	Iteration 34Q: 3 clusters Score -7706130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7706123.500000 Penalty: 5271.397949
	Iteration 35Q: 3 clusters Score -7706124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -7706133.500000 Penalty: 5271.397949
	Iteration 36Q: 3 clusters Score -7706134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7706142.500000 Penalty: 5271.397949
	Iteration 37Q: 3 clusters Score -7706142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7706148.500000 Penalty: 5271.397949
	Iteration 38Q: 3 clusters Score -7706148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -7706144.000000 Penalty: 5271.397949
	Iteration 39Q: 3 clusters Score -7706144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7706141.500000 Penalty: 5271.397949
	Iteration 40F: 3 clusters Score -7706142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -7706136.500000 Penalty: 5271.397949
	Iteration 41Q: 3 clusters Score -7706136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7706124.000000 Penalty: 5271.397949
	Iteration 42Q: 3 clusters Score -7706124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7706136.500000 Penalty: 5271.397949
	Iteration 43Q: 3 clusters Score -7706136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7706139.500000 Penalty: 5271.397949
	Iteration 44Q: 3 clusters Score -7706140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7706139.500000 Penalty: 5271.397949
	Iteration 45Q: 3 clusters Score -7706140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7706137.500000 Penalty: 5271.397949
	Iteration 46Q: 3 clusters Score -7706138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7706134.500000 Penalty: 5271.397949
	Iteration 47Q: 3 clusters Score -7706134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7706146.000000 Penalty: 5271.397949
	Iteration 48Q: 3 clusters Score -7706146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7706142.500000 Penalty: 5271.397949
	Iteration 49Q: 3 clusters Score -7706142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7706134.000000 Penalty: 5271.397949
	Iteration 50Q: 3 clusters Score -7706134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7706138.000000 Penalty: 5271.397949
	Iteration 51Q: 3 clusters Score -7706138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7706133.500000 Penalty: 5271.397949
	Iteration 52Q: 3 clusters Score -7706134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7706138.000000 Penalty: 5271.397949
	Iteration 53Q: 3 clusters Score -7706138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7706137.000000 Penalty: 5271.397949
	Iteration 54Q: 3 clusters Score -7706137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7706134.500000 Penalty: 5271.397949
	Iteration 55Q: 3 clusters Score -7706134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7706133.500000 Penalty: 5271.397949
	Iteration 56Q: 3 clusters Score -7706134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7706119.500000 Penalty: 5271.397949
	Iteration 57Q: 3 clusters Score -7706120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7706133.500000 Penalty: 5271.397949
	Iteration 58Q: 3 clusters Score -7706134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7706133.500000 Penalty: 5271.397949
	Iteration 59Q: 3 clusters Score -7706134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7706130.500000 Penalty: 5271.397949
	Iteration 60F: 3 clusters Score -7706130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7706131.000000 Penalty: 5271.397949
	Iteration 61Q: 3 clusters Score -7706131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7706131.000000 Penalty: 5271.397949
	Iteration 62Q: 3 clusters Score -7706131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7706129.000000 Penalty: 5271.397949
	Iteration 63Q: 3 clusters Score -7706129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7706130.500000 Penalty: 5271.397949
	Iteration 64Q: 3 clusters Score -7706130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7706130.500000 Penalty: 5271.397949
	Iteration 65F: 3 clusters Score -7706130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Entering Unmasked Estep 
Score: -3184004.000000 Penalty: 2416.793701
	Iteration 0F: 2 clusters Score -3184004 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 8634 members 
Entering Unmasked Estep 
Score: -3171919.000000 Penalty: 4833.587402
	Iteration 0F: 3 clusters Score -3171919 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -3175814.000000 Penalty: 4833.587402
	Iteration 1F: 3 clusters Score -3175814 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3176165.750000 Penalty: 4833.587402
	Iteration 2F: 3 clusters Score -3176166 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3176435.750000 Penalty: 4833.587402
	Iteration 3Q: 3 clusters Score -3176436 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -3176708.500000 Penalty: 4833.587402
	Iteration 4Q: 3 clusters Score -3176708 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3177010.500000 Penalty: 4833.587402
	Iteration 5Q: 3 clusters Score -3177010 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -3177366.250000 Penalty: 4833.587402
	Iteration 6Q: 3 clusters Score -3177366 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3177669.000000 Penalty: 4833.587402
	Iteration 7Q: 3 clusters Score -3177669 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3177978.250000 Penalty: 4833.587402
	Iteration 8Q: 3 clusters Score -3177978 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -3178262.500000 Penalty: 4833.587402
	Iteration 9Q: 3 clusters Score -3178262 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -3178529.750000 Penalty: 4833.587402
	Iteration 10Q: 3 clusters Score -3178530 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -3178785.750000 Penalty: 4833.587402
	Iteration 11Q: 3 clusters Score -3178786 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -3178997.750000 Penalty: 4833.587402
	Iteration 12Q: 3 clusters Score -3178998 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3179215.750000 Penalty: 4833.587402
	Iteration 13Q: 3 clusters Score -3179216 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -3179434.250000 Penalty: 4833.587402
	Iteration 14Q: 3 clusters Score -3179434 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3179637.750000 Penalty: 4833.587402
	Iteration 15Q: 3 clusters Score -3179638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3179824.500000 Penalty: 4833.587402
	Iteration 16Q: 3 clusters Score -3179824 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -3179980.250000 Penalty: 4833.587402
	Iteration 17Q: 3 clusters Score -3179980 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -3180154.500000 Penalty: 4833.587402
	Iteration 18Q: 3 clusters Score -3180154 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -3180350.500000 Penalty: 4833.587402
	Iteration 19Q: 3 clusters Score -3180350 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3180537.500000 Penalty: 4833.587402
	Iteration 20F: 3 clusters Score -3180538 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3180691.750000 Penalty: 4833.587402
	Iteration 21Q: 3 clusters Score -3180692 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -3180838.750000 Penalty: 4833.587402
	Iteration 22Q: 3 clusters Score -3180839 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -3180981.000000 Penalty: 4833.587402
	Iteration 23Q: 3 clusters Score -3180981 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -3181117.000000 Penalty: 4833.587402
	Iteration 24Q: 3 clusters Score -3181117 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -3181242.750000 Penalty: 4833.587402
	Iteration 25Q: 3 clusters Score -3181243 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -3181348.250000 Penalty: 4833.587402
	Iteration 26Q: 3 clusters Score -3181348 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3181447.500000 Penalty: 4833.587402
	Iteration 27Q: 3 clusters Score -3181448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3181529.500000 Penalty: 4833.587402
	Iteration 28Q: 3 clusters Score -3181530 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3181600.000000 Penalty: 4833.587402
	Iteration 29Q: 3 clusters Score -3181600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -3181670.250000 Penalty: 4833.587402
	Iteration 30Q: 3 clusters Score -3181670 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -3181718.500000 Penalty: 4833.587402
	Iteration 31Q: 3 clusters Score -3181718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3181752.000000 Penalty: 4833.587402
	Iteration 32Q: 3 clusters Score -3181752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3181781.000000 Penalty: 4833.587402
	Iteration 33Q: 3 clusters Score -3181781 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -3181807.000000 Penalty: 4833.587402
	Iteration 34Q: 3 clusters Score -3181807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3181835.500000 Penalty: 4833.587402
	Iteration 35Q: 3 clusters Score -3181836 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3181851.250000 Penalty: 4833.587402
	Iteration 36Q: 3 clusters Score -3181851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3181867.250000 Penalty: 4833.587402
	Iteration 37Q: 3 clusters Score -3181867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -3181880.500000 Penalty: 4833.587402
	Iteration 38Q: 3 clusters Score -3181880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3181888.750000 Penalty: 4833.587402
	Iteration 39Q: 3 clusters Score -3181889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -3181899.000000 Penalty: 4833.587402
	Iteration 40F: 3 clusters Score -3181899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -3181906.250000 Penalty: 4833.587402
	Iteration 41Q: 3 clusters Score -3181906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -3181912.750000 Penalty: 4833.587402
	Iteration 42Q: 3 clusters Score -3181913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3181915.250000 Penalty: 4833.587402
	Iteration 43Q: 3 clusters Score -3181915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -3181921.000000 Penalty: 4833.587402
	Iteration 44Q: 3 clusters Score -3181921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3181926.000000 Penalty: 4833.587402
	Iteration 45Q: 3 clusters Score -3181926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3181940.750000 Penalty: 4833.587402
	Iteration 46Q: 3 clusters Score -3181941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3181949.500000 Penalty: 4833.587402
	Iteration 47Q: 3 clusters Score -3181950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3181951.250000 Penalty: 4833.587402
	Iteration 48Q: 3 clusters Score -3181951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3181956.250000 Penalty: 4833.587402
	Iteration 49Q: 3 clusters Score -3181956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3181960.000000 Penalty: 4833.587402
	Iteration 50Q: 3 clusters Score -3181960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -3181962.500000 Penalty: 4833.587402
	Iteration 51Q: 3 clusters Score -3181962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -3181964.500000 Penalty: 4833.587402
	Iteration 52Q: 3 clusters Score -3181964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3181969.750000 Penalty: 4833.587402
	Iteration 53Q: 3 clusters Score -3181970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3181972.250000 Penalty: 4833.587402
	Iteration 54Q: 3 clusters Score -3181972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -3181970.750000 Penalty: 4833.587402
	Iteration 55Q: 3 clusters Score -3181971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3181971.500000 Penalty: 4833.587402
	Iteration 56Q: 3 clusters Score -3181972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3181971.750000 Penalty: 4833.587402
	Iteration 57Q: 3 clusters Score -3181972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -3181973.250000 Penalty: 4833.587402
	Iteration 58Q: 3 clusters Score -3181973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3181979.250000 Penalty: 4833.587402
	Iteration 59Q: 3 clusters Score -3181979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -3181985.250000 Penalty: 4833.587402
	Iteration 60F: 3 clusters Score -3181985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -3181993.500000 Penalty: 4833.587402
	Iteration 61Q: 3 clusters Score -3181994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3181991.750000 Penalty: 4833.587402
	Iteration 62Q: 3 clusters Score -3181992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3181992.000000 Penalty: 4833.587402
	Iteration 63Q: 3 clusters Score -3181992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -3181990.750000 Penalty: 4833.587402
	Iteration 64Q: 3 clusters Score -3181991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3181995.000000 Penalty: 4833.587402
	Iteration 65Q: 3 clusters Score -3181995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3181995.000000 Penalty: 4833.587402
	Iteration 66F: 3 clusters Score -3181995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Entering Unmasked Estep 
Score: -8382941.500000 Penalty: 2658.209473
	Iteration 0F: 2 clusters Score -8382942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -8352836.500000 Penalty: 5316.418945
	Iteration 0F: 3 clusters Score -8352836 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -8364271.500000 Penalty: 5316.418945
	Iteration 1F: 3 clusters Score -8364272 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -8364821.500000 Penalty: 5316.418945
	Iteration 2Q: 3 clusters Score -8364822 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -8365345.500000 Penalty: 5316.418945
	Iteration 3Q: 3 clusters Score -8365346 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -8365913.000000 Penalty: 5316.418945
	Iteration 4Q: 3 clusters Score -8365913 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8366629.000000 Penalty: 5316.418945
	Iteration 5Q: 3 clusters Score -8366629 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8367417.500000 Penalty: 5316.418945
	Iteration 6Q: 3 clusters Score -8367418 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8368395.000000 Penalty: 5316.418945
	Iteration 7Q: 3 clusters Score -8368395 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -8369514.000000 Penalty: 5316.418945
	Iteration 8Q: 3 clusters Score -8369514 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8370808.500000 Penalty: 5316.418945
	Iteration 9Q: 3 clusters Score -8370808 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -8372213.000000 Penalty: 5316.418945
	Iteration 10Q: 3 clusters Score -8372213 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -8373546.000000 Penalty: 5316.418945
	Iteration 11Q: 3 clusters Score -8373546 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -8374794.500000 Penalty: 5316.418945
	Iteration 12Q: 3 clusters Score -8374794 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -8375660.500000 Penalty: 5316.418945
	Iteration 13Q: 3 clusters Score -8375660 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8376292.000000 Penalty: 5316.418945
	Iteration 14Q: 3 clusters Score -8376292 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -8376700.000000 Penalty: 5316.418945
	Iteration 15Q: 3 clusters Score -8376700 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8376936.000000 Penalty: 5316.418945
	Iteration 16Q: 3 clusters Score -8376936 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8377186.000000 Penalty: 5316.418945
	Iteration 17Q: 3 clusters Score -8377186 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -8377414.500000 Penalty: 5316.418945
	Iteration 18Q: 3 clusters Score -8377414 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8377646.500000 Penalty: 5316.418945
	Iteration 19Q: 3 clusters Score -8377646 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -8377876.000000 Penalty: 5316.418945
	Iteration 20F: 3 clusters Score -8377876 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8378123.000000 Penalty: 5316.418945
	Iteration 21Q: 3 clusters Score -8378123 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8378376.500000 Penalty: 5316.418945
	Iteration 22Q: 3 clusters Score -8378376 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -8378574.500000 Penalty: 5316.418945
	Iteration 23Q: 3 clusters Score -8378574 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -8378814.500000 Penalty: 5316.418945
	Iteration 24Q: 3 clusters Score -8378814 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -8379018.500000 Penalty: 5316.418945
	Iteration 25Q: 3 clusters Score -8379018 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8379231.000000 Penalty: 5316.418945
	Iteration 26Q: 3 clusters Score -8379231 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8379404.500000 Penalty: 5316.418945
	Iteration 27Q: 3 clusters Score -8379404 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8379589.000000 Penalty: 5316.418945
	Iteration 28Q: 3 clusters Score -8379589 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -8379721.000000 Penalty: 5316.418945
	Iteration 29Q: 3 clusters Score -8379721 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8379881.500000 Penalty: 5316.418945
	Iteration 30Q: 3 clusters Score -8379882 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -8380038.500000 Penalty: 5316.418945
	Iteration 31Q: 3 clusters Score -8380038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8380153.000000 Penalty: 5316.418945
	Iteration 32Q: 3 clusters Score -8380153 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8380252.500000 Penalty: 5316.418945
	Iteration 33Q: 3 clusters Score -8380252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8380371.000000 Penalty: 5316.418945
	Iteration 34Q: 3 clusters Score -8380371 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8380440.000000 Penalty: 5316.418945
	Iteration 35Q: 3 clusters Score -8380440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8380491.500000 Penalty: 5316.418945
	Iteration 36Q: 3 clusters Score -8380492 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8380532.500000 Penalty: 5316.418945
	Iteration 37Q: 3 clusters Score -8380532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8380574.000000 Penalty: 5316.418945
	Iteration 38Q: 3 clusters Score -8380574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8380607.500000 Penalty: 5316.418945
	Iteration 39Q: 3 clusters Score -8380608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8380626.000000 Penalty: 5316.418945
	Iteration 40F: 3 clusters Score -8380626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8380640.000000 Penalty: 5316.418945
	Iteration 41Q: 3 clusters Score -8380640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -8380661.500000 Penalty: 5316.418945
	Iteration 42Q: 3 clusters Score -8380662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8380680.000000 Penalty: 5316.418945
	Iteration 43Q: 3 clusters Score -8380680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8380679.000000 Penalty: 5316.418945
	Iteration 44Q: 3 clusters Score -8380679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8380687.500000 Penalty: 5316.418945
	Iteration 45Q: 3 clusters Score -8380688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -8380696.500000 Penalty: 5316.418945
	Iteration 46Q: 3 clusters Score -8380696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8380692.000000 Penalty: 5316.418945
	Iteration 47Q: 3 clusters Score -8380692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8380694.500000 Penalty: 5316.418945
	Iteration 48Q: 3 clusters Score -8380694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8380697.500000 Penalty: 5316.418945
	Iteration 49Q: 3 clusters Score -8380698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8380695.000000 Penalty: 5316.418945
	Iteration 50Q: 3 clusters Score -8380695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8380701.000000 Penalty: 5316.418945
	Iteration 51Q: 3 clusters Score -8380701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -8380701.000000 Penalty: 5316.418945
	Iteration 52Q: 3 clusters Score -8380701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8380699.500000 Penalty: 5316.418945
	Iteration 53Q: 3 clusters Score -8380700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -8380702.000000 Penalty: 5316.418945
	Iteration 54Q: 3 clusters Score -8380702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8380695.000000 Penalty: 5316.418945
	Iteration 55Q: 3 clusters Score -8380695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8380692.500000 Penalty: 5316.418945
	Iteration 56Q: 3 clusters Score -8380692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8380696.500000 Penalty: 5316.418945
	Iteration 57Q: 3 clusters Score -8380696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8380692.500000 Penalty: 5316.418945
	Iteration 58Q: 3 clusters Score -8380692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8380700.000000 Penalty: 5316.418945
	Iteration 59Q: 3 clusters Score -8380700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8380692.500000 Penalty: 5316.418945
	Iteration 60F: 3 clusters Score -8380692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8380699.000000 Penalty: 5316.418945
	Iteration 61Q: 3 clusters Score -8380699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8380694.000000 Penalty: 5316.418945
	Iteration 62Q: 3 clusters Score -8380694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8380698.000000 Penalty: 5316.418945
	Iteration 63Q: 3 clusters Score -8380698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8380704.500000 Penalty: 5316.418945
	Iteration 64Q: 3 clusters Score -8380704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8380706.000000 Penalty: 5316.418945
	Iteration 65Q: 3 clusters Score -8380706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8380706.500000 Penalty: 5316.418945
	Iteration 66Q: 3 clusters Score -8380706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8380706.500000 Penalty: 5316.418945
	Iteration 67Q: 3 clusters Score -8380706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8380706.500000 Penalty: 5316.418945
	Iteration 68F: 3 clusters Score -8380706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -93830.945312 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -93830.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -92215.367188 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -92215.37 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92466.500000 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -92466.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -92591.570312 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -92591.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -92699.171875 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -92699.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -92780.773438 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -92780.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -92838.273438 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -92838.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -92869.382812 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -92869.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -92916.468750 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -92916.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -92962.804688 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -92962.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93011.546875 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -93011.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93055.773438 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -93055.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93078.921875 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -93078.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93119.023438 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -93119.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93155.734375 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -93155.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -93163.968750 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -93163.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93168.312500 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -93168.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -93168.773438 Penalty: 3199.433350
	Iteration 16F: 3 clusters Score -93168.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -93182.687500 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -93182.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93192.257812 Penalty: 3199.433350
	Iteration 18Q: 3 clusters Score -93192.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93193.984375 Penalty: 3199.433350
	Iteration 19Q: 3 clusters Score -93193.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -93193.984375 Penalty: 3199.433350
	Iteration 20F: 3 clusters Score -93193.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Entering Unmasked Estep 
Score: -183659.218750 Penalty: 1725.930908
	Iteration 0F: 2 clusters Score -183659.2 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 532 members 
Entering Unmasked Estep 
Score: -181678.015625 Penalty: 3451.861816
	Iteration 0F: 3 clusters Score -181678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -182021.796875 Penalty: 3451.861816
	Iteration 1F: 3 clusters Score -182021.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -182142.484375 Penalty: 3451.861816
	Iteration 2F: 3 clusters Score -182142.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -182280.687500 Penalty: 3451.861816
	Iteration 3Q: 3 clusters Score -182280.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -182435.921875 Penalty: 3451.861816
	Iteration 4F: 3 clusters Score -182435.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182573.593750 Penalty: 3451.861816
	Iteration 5Q: 3 clusters Score -182573.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -182717.609375 Penalty: 3451.861816
	Iteration 6Q: 3 clusters Score -182717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182860.718750 Penalty: 3451.861816
	Iteration 7Q: 3 clusters Score -182860.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -183012.234375 Penalty: 3451.861816
	Iteration 8Q: 3 clusters Score -183012.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -183230.125000 Penalty: 3451.861816
	Iteration 9Q: 3 clusters Score -183230.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -183541.078125 Penalty: 3451.861816
	Iteration 10Q: 3 clusters Score -183541.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -183902.640625 Penalty: 3451.861816
	Iteration 11Q: 3 clusters Score -183902.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -184174.421875 Penalty: 3451.861816
	Iteration 12Q: 3 clusters Score -184174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -184199.609375 Penalty: 3451.861816
	Iteration 13Q: 3 clusters Score -184199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -184199.609375 Penalty: 3451.861816
	Iteration 14F: 3 clusters Score -184199.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41267 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 45188 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 56224 members 
Mstep: Class 10 contains 50928 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31467 members 
Mstep: Class 13 contains 43052 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 48515 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26151 members 
Mstep: Class 23 contains 48375 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28941 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 42138 members 
Mstep: Class 28 contains 43254 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50098 members 
Mstep: Class 31 contains 44965 members 
Mstep: Class 32 contains 552 members 
Entering Unmasked Estep 
Score: -137150720.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137151792.000000 to -137150720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -1025010.187500 Penalty: 2135.675293
	Iteration 0F: 2 clusters Score -1025010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1020110.437500 Penalty: 4271.350586
	Iteration 0F: 3 clusters Score -1020110 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1021316.625000 Penalty: 4271.350586
	Iteration 1F: 3 clusters Score -1021317 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1021525.562500 Penalty: 4271.350586
	Iteration 2F: 3 clusters Score -1021526 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1021657.750000 Penalty: 4271.350586
	Iteration 3Q: 3 clusters Score -1021658 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1021754.937500 Penalty: 4271.350586
	Iteration 4Q: 3 clusters Score -1021755 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1021862.000000 Penalty: 4271.350586
	Iteration 5Q: 3 clusters Score -1021862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1021954.062500 Penalty: 4271.350586
	Iteration 6Q: 3 clusters Score -1021954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1022033.125000 Penalty: 4271.350586
	Iteration 7Q: 3 clusters Score -1022033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1022118.062500 Penalty: 4271.350586
	Iteration 8Q: 3 clusters Score -1022118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1022188.437500 Penalty: 4271.350586
	Iteration 9Q: 3 clusters Score -1022188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1022255.437500 Penalty: 4271.350586
	Iteration 10Q: 3 clusters Score -1022255 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1022322.187500 Penalty: 4271.350586
	Iteration 11Q: 3 clusters Score -1022322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1022380.687500 Penalty: 4271.350586
	Iteration 12Q: 3 clusters Score -1022381 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1022428.125000 Penalty: 4271.350586
	Iteration 13Q: 3 clusters Score -1022428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1022468.812500 Penalty: 4271.350586
	Iteration 14Q: 3 clusters Score -1022469 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1022523.250000 Penalty: 4271.350586
	Iteration 15Q: 3 clusters Score -1022523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1022575.250000 Penalty: 4271.350586
	Iteration 16Q: 3 clusters Score -1022575 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1022617.187500 Penalty: 4271.350586
	Iteration 17Q: 3 clusters Score -1022617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1022654.937500 Penalty: 4271.350586
	Iteration 18Q: 3 clusters Score -1022655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1022686.500000 Penalty: 4271.350586
	Iteration 19Q: 3 clusters Score -1022686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1022721.750000 Penalty: 4271.350586
	Iteration 20F: 3 clusters Score -1022722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1022758.375000 Penalty: 4271.350586
	Iteration 21Q: 3 clusters Score -1022758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1022798.250000 Penalty: 4271.350586
	Iteration 22Q: 3 clusters Score -1022798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1022832.000000 Penalty: 4271.350586
	Iteration 23Q: 3 clusters Score -1022832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1022867.937500 Penalty: 4271.350586
	Iteration 24Q: 3 clusters Score -1022868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1022902.437500 Penalty: 4271.350586
	Iteration 25Q: 3 clusters Score -1022902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1022928.062500 Penalty: 4271.350586
	Iteration 26Q: 3 clusters Score -1022928 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1022959.250000 Penalty: 4271.350586
	Iteration 27Q: 3 clusters Score -1022959 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1022989.937500 Penalty: 4271.350586
	Iteration 28Q: 3 clusters Score -1022990 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1023000.687500 Penalty: 4271.350586
	Iteration 29Q: 3 clusters Score -1023001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1023012.812500 Penalty: 4271.350586
	Iteration 30Q: 3 clusters Score -1023013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1023021.125000 Penalty: 4271.350586
	Iteration 31Q: 3 clusters Score -1023021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1023026.000000 Penalty: 4271.350586
	Iteration 32Q: 3 clusters Score -1023026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1023029.937500 Penalty: 4271.350586
	Iteration 33Q: 3 clusters Score -1023030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1023032.937500 Penalty: 4271.350586
	Iteration 34Q: 3 clusters Score -1023033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1023036.625000 Penalty: 4271.350586
	Iteration 35Q: 3 clusters Score -1023037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1023040.687500 Penalty: 4271.350586
	Iteration 36Q: 3 clusters Score -1023041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1023043.750000 Penalty: 4271.350586
	Iteration 37Q: 3 clusters Score -1023044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1023047.812500 Penalty: 4271.350586
	Iteration 38Q: 3 clusters Score -1023048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1023051.500000 Penalty: 4271.350586
	Iteration 39Q: 3 clusters Score -1023052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1023057.187500 Penalty: 4271.350586
	Iteration 40F: 3 clusters Score -1023057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1023061.375000 Penalty: 4271.350586
	Iteration 41Q: 3 clusters Score -1023061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1023067.437500 Penalty: 4271.350586
	Iteration 42Q: 3 clusters Score -1023067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1023073.625000 Penalty: 4271.350586
	Iteration 43Q: 3 clusters Score -1023074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1023081.562500 Penalty: 4271.350586
	Iteration 44Q: 3 clusters Score -1023082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1023091.312500 Penalty: 4271.350586
	Iteration 45Q: 3 clusters Score -1023091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1023094.562500 Penalty: 4271.350586
	Iteration 46Q: 3 clusters Score -1023095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1023094.437500 Penalty: 4271.350586
	Iteration 47Q: 3 clusters Score -1023094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1023095.937500 Penalty: 4271.350586
	Iteration 48Q: 3 clusters Score -1023096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1023100.750000 Penalty: 4271.350586
	Iteration 49Q: 3 clusters Score -1023101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1023107.875000 Penalty: 4271.350586
	Iteration 50Q: 3 clusters Score -1023108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1023119.062500 Penalty: 4271.350586
	Iteration 51Q: 3 clusters Score -1023119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1023128.500000 Penalty: 4271.350586
	Iteration 52Q: 3 clusters Score -1023128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1023133.312500 Penalty: 4271.350586
	Iteration 53Q: 3 clusters Score -1023133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1023138.375000 Penalty: 4271.350586
	Iteration 54Q: 3 clusters Score -1023138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1023144.000000 Penalty: 4271.350586
	Iteration 55Q: 3 clusters Score -1023144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1023144.062500 Penalty: 4271.350586
	Iteration 56Q: 3 clusters Score -1023144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1023144.062500 Penalty: 4271.350586
	Iteration 57F: 3 clusters Score -1023144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Entering Unmasked Estep 
Score: -10537159.000000 Penalty: 2712.400635
	Iteration 0F: 2 clusters Score -1.053716e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -10505441.000000 Penalty: 5424.801270
	Iteration 0F: 3 clusters Score -1.050544e+07 nChanged 26226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -10520334.000000 Penalty: 5424.801270
	Iteration 1F: 3 clusters Score -1.052033e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -10521058.000000 Penalty: 5424.801270
	Iteration 2Q: 3 clusters Score -1.052106e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -10521806.000000 Penalty: 5424.801270
	Iteration 3Q: 3 clusters Score -1.052181e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -10522617.000000 Penalty: 5424.801270
	Iteration 4Q: 3 clusters Score -1.052262e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -10523616.000000 Penalty: 5424.801270
	Iteration 5Q: 3 clusters Score -1.052362e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -10524969.000000 Penalty: 5424.801270
	Iteration 6Q: 3 clusters Score -1.052497e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -10526831.000000 Penalty: 5424.801270
	Iteration 7F: 3 clusters Score -1.052683e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -10529016.000000 Penalty: 5424.801270
	Iteration 8F: 3 clusters Score -1.052902e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -10531320.000000 Penalty: 5424.801270
	Iteration 9F: 3 clusters Score -1.053132e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -10533174.000000 Penalty: 5424.801270
	Iteration 10Q: 3 clusters Score -1.053317e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -10534126.000000 Penalty: 5424.801270
	Iteration 11Q: 3 clusters Score -1.053413e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -10534690.000000 Penalty: 5424.801270
	Iteration 12Q: 3 clusters Score -1.053469e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -10534762.000000 Penalty: 5424.801270
	Iteration 13Q: 3 clusters Score -1.053476e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -10535280.000000 Penalty: 5424.801270
	Iteration 14Q: 3 clusters Score -1.053528e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -10535562.000000 Penalty: 5424.801270
	Iteration 15Q: 3 clusters Score -1.053556e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -10535589.000000 Penalty: 5424.801270
	Iteration 16Q: 3 clusters Score -1.053559e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -10535644.000000 Penalty: 5424.801270
	Iteration 17Q: 3 clusters Score -1.053564e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -10535505.000000 Penalty: 5424.801270
	Iteration 18Q: 3 clusters Score -1.05355e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -10535486.000000 Penalty: 5424.801270
	Iteration 19Q: 3 clusters Score -1.053549e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10535399.000000 Penalty: 5424.801270
	Iteration 20F: 3 clusters Score -1.05354e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -10535316.000000 Penalty: 5424.801270
	Iteration 21Q: 3 clusters Score -1.053532e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -10535309.000000 Penalty: 5424.801270
	Iteration 22Q: 3 clusters Score -1.053531e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -10535249.000000 Penalty: 5424.801270
	Iteration 23Q: 3 clusters Score -1.053525e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10535280.000000 Penalty: 5424.801270
	Iteration 24Q: 3 clusters Score -1.053528e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10535257.000000 Penalty: 5424.801270
	Iteration 25Q: 3 clusters Score -1.053526e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10535249.000000 Penalty: 5424.801270
	Iteration 26Q: 3 clusters Score -1.053525e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -10535243.000000 Penalty: 5424.801270
	Iteration 27Q: 3 clusters Score -1.053524e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54804 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -10535217.000000 Penalty: 5424.801270
	Iteration 28Q: 3 clusters Score -1.053522e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10535232.000000 Penalty: 5424.801270
	Iteration 29Q: 3 clusters Score -1.053523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -10535215.000000 Penalty: 5424.801270
	Iteration 30Q: 3 clusters Score -1.053522e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10535245.000000 Penalty: 5424.801270
	Iteration 31Q: 3 clusters Score -1.053524e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10535244.000000 Penalty: 5424.801270
	Iteration 32Q: 3 clusters Score -1.053524e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -10535242.000000 Penalty: 5424.801270
	Iteration 33Q: 3 clusters Score -1.053524e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -10535252.000000 Penalty: 5424.801270
	Iteration 34Q: 3 clusters Score -1.053525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10535255.000000 Penalty: 5424.801270
	Iteration 35Q: 3 clusters Score -1.053526e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10535271.000000 Penalty: 5424.801270
	Iteration 36Q: 3 clusters Score -1.053527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55101 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -10535262.000000 Penalty: 5424.801270
	Iteration 37Q: 3 clusters Score -1.053526e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55120 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10535262.000000 Penalty: 5424.801270
	Iteration 38Q: 3 clusters Score -1.053526e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55139 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10535279.000000 Penalty: 5424.801270
	Iteration 39Q: 3 clusters Score -1.053528e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55153 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10535277.000000 Penalty: 5424.801270
	Iteration 40F: 3 clusters Score -1.053528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -10535285.000000 Penalty: 5424.801270
	Iteration 41Q: 3 clusters Score -1.053528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10535272.000000 Penalty: 5424.801270
	Iteration 42Q: 3 clusters Score -1.053527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -10535265.000000 Penalty: 5424.801270
	Iteration 43Q: 3 clusters Score -1.053526e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10535260.000000 Penalty: 5424.801270
	Iteration 44Q: 3 clusters Score -1.053526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10535266.000000 Penalty: 5424.801270
	Iteration 45Q: 3 clusters Score -1.053527e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10535272.000000 Penalty: 5424.801270
	Iteration 46Q: 3 clusters Score -1.053527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55220 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10535271.000000 Penalty: 5424.801270
	Iteration 47Q: 3 clusters Score -1.053527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10535276.000000 Penalty: 5424.801270
	Iteration 48Q: 3 clusters Score -1.053528e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -10535273.000000 Penalty: 5424.801270
	Iteration 49Q: 3 clusters Score -1.053527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10535274.000000 Penalty: 5424.801270
	Iteration 50Q: 3 clusters Score -1.053527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10535284.000000 Penalty: 5424.801270
	Iteration 51Q: 3 clusters Score -1.053528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55250 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10535285.000000 Penalty: 5424.801270
	Iteration 52Q: 3 clusters Score -1.053528e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10535282.000000 Penalty: 5424.801270
	Iteration 53Q: 3 clusters Score -1.053528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10535271.000000 Penalty: 5424.801270
	Iteration 54Q: 3 clusters Score -1.053527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -10535262.000000 Penalty: 5424.801270
	Iteration 55Q: 3 clusters Score -1.053526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10535262.000000 Penalty: 5424.801270
	Iteration 56Q: 3 clusters Score -1.053526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10535265.000000 Penalty: 5424.801270
	Iteration 57Q: 3 clusters Score -1.053526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10535258.000000 Penalty: 5424.801270
	Iteration 58Q: 3 clusters Score -1.053526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10535266.000000 Penalty: 5424.801270
	Iteration 59Q: 3 clusters Score -1.053527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -10535265.000000 Penalty: 5424.801270
	Iteration 60F: 3 clusters Score -1.053526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10535273.000000 Penalty: 5424.801270
	Iteration 61Q: 3 clusters Score -1.053527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -10535273.000000 Penalty: 5424.801270
	Iteration 62Q: 3 clusters Score -1.053527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10535278.000000 Penalty: 5424.801270
	Iteration 63Q: 3 clusters Score -1.053528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10535273.000000 Penalty: 5424.801270
	Iteration 64Q: 3 clusters Score -1.053527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55301 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -10535266.000000 Penalty: 5424.801270
	Iteration 65Q: 3 clusters Score -1.053527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55304 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10535276.000000 Penalty: 5424.801270
	Iteration 66Q: 3 clusters Score -1.053528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10535274.000000 Penalty: 5424.801270
	Iteration 67Q: 3 clusters Score -1.053527e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10535279.000000 Penalty: 5424.801270
	Iteration 68Q: 3 clusters Score -1.053528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10535278.000000 Penalty: 5424.801270
	Iteration 69Q: 3 clusters Score -1.053528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -10535278.000000 Penalty: 5424.801270
	Iteration 70F: 3 clusters Score -1.053528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Entering Unmasked Estep 
Score: -9590482.000000 Penalty: 2687.865723
	Iteration 0F: 2 clusters Score -9590482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -9560143.000000 Penalty: 5375.731445
	Iteration 0F: 3 clusters Score -9560143 nChanged 23597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -9572947.000000 Penalty: 5375.731445
	Iteration 1F: 3 clusters Score -9572947 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25939 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -9573334.000000 Penalty: 5375.731445
	Iteration 2Q: 3 clusters Score -9573334 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -9573713.000000 Penalty: 5375.731445
	Iteration 3Q: 3 clusters Score -9573713 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -9574081.000000 Penalty: 5375.731445
	Iteration 4Q: 3 clusters Score -9574081 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -9574357.000000 Penalty: 5375.731445
	Iteration 5Q: 3 clusters Score -9574357 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -9574758.000000 Penalty: 5375.731445
	Iteration 6Q: 3 clusters Score -9574758 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -9575242.000000 Penalty: 5375.731445
	Iteration 7Q: 3 clusters Score -9575242 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -9575772.000000 Penalty: 5375.731445
	Iteration 8Q: 3 clusters Score -9575772 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -9576374.000000 Penalty: 5375.731445
	Iteration 9Q: 3 clusters Score -9576374 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -9577401.000000 Penalty: 5375.731445
	Iteration 10Q: 3 clusters Score -9577401 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -9579078.000000 Penalty: 5375.731445
	Iteration 11F: 3 clusters Score -9579078 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9581382.000000 Penalty: 5375.731445
	Iteration 12F: 3 clusters Score -9581382 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -9583867.000000 Penalty: 5375.731445
	Iteration 13F: 3 clusters Score -9583867 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -9586047.000000 Penalty: 5375.731445
	Iteration 14F: 3 clusters Score -9586047 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -9587269.000000 Penalty: 5375.731445
	Iteration 15Q: 3 clusters Score -9587269 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9587848.000000 Penalty: 5375.731445
	Iteration 16Q: 3 clusters Score -9587848 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9588065.000000 Penalty: 5375.731445
	Iteration 17Q: 3 clusters Score -9588065 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9588201.000000 Penalty: 5375.731445
	Iteration 18Q: 3 clusters Score -9588201 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9588254.000000 Penalty: 5375.731445
	Iteration 19Q: 3 clusters Score -9588254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9588294.000000 Penalty: 5375.731445
	Iteration 20F: 3 clusters Score -9588294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9588331.000000 Penalty: 5375.731445
	Iteration 21Q: 3 clusters Score -9588331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9588346.000000 Penalty: 5375.731445
	Iteration 22Q: 3 clusters Score -9588346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9588354.000000 Penalty: 5375.731445
	Iteration 23Q: 3 clusters Score -9588354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9588367.000000 Penalty: 5375.731445
	Iteration 24Q: 3 clusters Score -9588367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9588390.000000 Penalty: 5375.731445
	Iteration 25Q: 3 clusters Score -9588390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9588390.000000 Penalty: 5375.731445
	Iteration 26Q: 3 clusters Score -9588390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9588385.000000 Penalty: 5375.731445
	Iteration 27Q: 3 clusters Score -9588385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9588381.000000 Penalty: 5375.731445
	Iteration 28Q: 3 clusters Score -9588381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50606 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9588377.000000 Penalty: 5375.731445
	Iteration 29Q: 3 clusters Score -9588377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9588382.000000 Penalty: 5375.731445
	Iteration 30Q: 3 clusters Score -9588382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9588380.000000 Penalty: 5375.731445
	Iteration 31Q: 3 clusters Score -9588380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9588382.000000 Penalty: 5375.731445
	Iteration 32Q: 3 clusters Score -9588382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9588380.000000 Penalty: 5375.731445
	Iteration 33Q: 3 clusters Score -9588380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9588380.000000 Penalty: 5375.731445
	Iteration 34F: 3 clusters Score -9588380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -428972.906250 Penalty: 1936.363281
	Iteration 0F: 2 clusters Score -428972.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -426065.718750 Penalty: 3872.726562
	Iteration 0F: 3 clusters Score -426065.7 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -426760.156250 Penalty: 3872.726562
	Iteration 1F: 3 clusters Score -426760.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -427138.000000 Penalty: 3872.726562
	Iteration 2F: 3 clusters Score -427138 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -427410.906250 Penalty: 3872.726562
	Iteration 3F: 3 clusters Score -427410.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -427617.062500 Penalty: 3872.726562
	Iteration 4F: 3 clusters Score -427617.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -427790.593750 Penalty: 3872.726562
	Iteration 5F: 3 clusters Score -427790.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -427912.656250 Penalty: 3872.726562
	Iteration 6Q: 3 clusters Score -427912.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -427995.687500 Penalty: 3872.726562
	Iteration 7Q: 3 clusters Score -427995.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -428048.687500 Penalty: 3872.726562
	Iteration 8Q: 3 clusters Score -428048.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -428087.187500 Penalty: 3872.726562
	Iteration 9Q: 3 clusters Score -428087.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -428111.125000 Penalty: 3872.726562
	Iteration 10Q: 3 clusters Score -428111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -428131.468750 Penalty: 3872.726562
	Iteration 11Q: 3 clusters Score -428131.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -428141.906250 Penalty: 3872.726562
	Iteration 12Q: 3 clusters Score -428141.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -428147.281250 Penalty: 3872.726562
	Iteration 13Q: 3 clusters Score -428147.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -428150.750000 Penalty: 3872.726562
	Iteration 14Q: 3 clusters Score -428150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -428153.093750 Penalty: 3872.726562
	Iteration 15Q: 3 clusters Score -428153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -428154.343750 Penalty: 3872.726562
	Iteration 16Q: 3 clusters Score -428154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -428157.375000 Penalty: 3872.726562
	Iteration 17Q: 3 clusters Score -428157.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -428158.468750 Penalty: 3872.726562
	Iteration 18Q: 3 clusters Score -428158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -428158.937500 Penalty: 3872.726562
	Iteration 19Q: 3 clusters Score -428158.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -428158.937500 Penalty: 3872.726562
	Iteration 20F: 3 clusters Score -428158.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Entering Unmasked Estep 
Score: -5720286.500000 Penalty: 2568.460205
	Iteration 0F: 2 clusters Score -5720286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -5698732.500000 Penalty: 5136.920410
	Iteration 0F: 3 clusters Score -5698732 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -5706322.000000 Penalty: 5136.920410
	Iteration 1F: 3 clusters Score -5706322 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5706819.500000 Penalty: 5136.920410
	Iteration 2Q: 3 clusters Score -5706820 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5707416.500000 Penalty: 5136.920410
	Iteration 3Q: 3 clusters Score -5707416 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5708170.500000 Penalty: 5136.920410
	Iteration 4Q: 3 clusters Score -5708170 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5709230.500000 Penalty: 5136.920410
	Iteration 5F: 3 clusters Score -5709230 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -5710802.500000 Penalty: 5136.920410
	Iteration 6F: 3 clusters Score -5710802 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -5712815.000000 Penalty: 5136.920410
	Iteration 7F: 3 clusters Score -5712815 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -5714819.500000 Penalty: 5136.920410
	Iteration 8F: 3 clusters Score -5714820 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5716328.500000 Penalty: 5136.920410
	Iteration 9F: 3 clusters Score -5716328 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5717299.500000 Penalty: 5136.920410
	Iteration 10Q: 3 clusters Score -5717300 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5717750.000000 Penalty: 5136.920410
	Iteration 11Q: 3 clusters Score -5717750 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5717917.000000 Penalty: 5136.920410
	Iteration 12Q: 3 clusters Score -5717917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -5718018.000000 Penalty: 5136.920410
	Iteration 13Q: 3 clusters Score -5718018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5718098.500000 Penalty: 5136.920410
	Iteration 14Q: 3 clusters Score -5718098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5718141.500000 Penalty: 5136.920410
	Iteration 15Q: 3 clusters Score -5718142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5718188.000000 Penalty: 5136.920410
	Iteration 16Q: 3 clusters Score -5718188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5718215.000000 Penalty: 5136.920410
	Iteration 17Q: 3 clusters Score -5718215 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5718242.000000 Penalty: 5136.920410
	Iteration 18Q: 3 clusters Score -5718242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5718271.500000 Penalty: 5136.920410
	Iteration 19Q: 3 clusters Score -5718272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5718285.000000 Penalty: 5136.920410
	Iteration 20F: 3 clusters Score -5718285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5718299.000000 Penalty: 5136.920410
	Iteration 21Q: 3 clusters Score -5718299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -5718313.500000 Penalty: 5136.920410
	Iteration 22Q: 3 clusters Score -5718314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5718326.000000 Penalty: 5136.920410
	Iteration 23Q: 3 clusters Score -5718326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5718336.500000 Penalty: 5136.920410
	Iteration 24Q: 3 clusters Score -5718336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5718335.500000 Penalty: 5136.920410
	Iteration 25Q: 3 clusters Score -5718336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5718336.500000 Penalty: 5136.920410
	Iteration 26Q: 3 clusters Score -5718336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5718340.000000 Penalty: 5136.920410
	Iteration 27Q: 3 clusters Score -5718340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5718340.500000 Penalty: 5136.920410
	Iteration 28Q: 3 clusters Score -5718340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5718344.500000 Penalty: 5136.920410
	Iteration 29Q: 3 clusters Score -5718344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5718337.000000 Penalty: 5136.920410
	Iteration 30Q: 3 clusters Score -5718337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5718337.000000 Penalty: 5136.920410
	Iteration 31F: 3 clusters Score -5718337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Entering Unmasked Estep 
Score: -7977168.500000 Penalty: 2646.200684
	Iteration 0F: 2 clusters Score -7977168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7948499.500000 Penalty: 5292.401367
	Iteration 0F: 3 clusters Score -7948500 nChanged 19768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -7959328.500000 Penalty: 5292.401367
	Iteration 1F: 3 clusters Score -7959328 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -7959853.000000 Penalty: 5292.401367
	Iteration 2Q: 3 clusters Score -7959853 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -7960419.500000 Penalty: 5292.401367
	Iteration 3Q: 3 clusters Score -7960420 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -7961210.000000 Penalty: 5292.401367
	Iteration 4Q: 3 clusters Score -7961210 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -7962296.500000 Penalty: 5292.401367
	Iteration 5Q: 3 clusters Score -7962296 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7963924.500000 Penalty: 5292.401367
	Iteration 6F: 3 clusters Score -7963924 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -7965972.000000 Penalty: 5292.401367
	Iteration 7F: 3 clusters Score -7965972 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -7968028.000000 Penalty: 5292.401367
	Iteration 8F: 3 clusters Score -7968028 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7969840.500000 Penalty: 5292.401367
	Iteration 9F: 3 clusters Score -7969840 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -7971111.000000 Penalty: 5292.401367
	Iteration 10Q: 3 clusters Score -7971111 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7972079.000000 Penalty: 5292.401367
	Iteration 11Q: 3 clusters Score -7972079 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7972889.000000 Penalty: 5292.401367
	Iteration 12Q: 3 clusters Score -7972889 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -7973387.500000 Penalty: 5292.401367
	Iteration 13Q: 3 clusters Score -7973388 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7973773.500000 Penalty: 5292.401367
	Iteration 14Q: 3 clusters Score -7973774 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7974089.500000 Penalty: 5292.401367
	Iteration 15Q: 3 clusters Score -7974090 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -7974305.500000 Penalty: 5292.401367
	Iteration 16Q: 3 clusters Score -7974306 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -7974469.000000 Penalty: 5292.401367
	Iteration 17Q: 3 clusters Score -7974469 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -7974599.500000 Penalty: 5292.401367
	Iteration 18Q: 3 clusters Score -7974600 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -7974659.500000 Penalty: 5292.401367
	Iteration 19Q: 3 clusters Score -7974660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -7974700.000000 Penalty: 5292.401367
	Iteration 20F: 3 clusters Score -7974700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -7974730.000000 Penalty: 5292.401367
	Iteration 21Q: 3 clusters Score -7974730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -7974746.000000 Penalty: 5292.401367
	Iteration 22Q: 3 clusters Score -7974746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7974780.500000 Penalty: 5292.401367
	Iteration 23Q: 3 clusters Score -7974780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -7974813.000000 Penalty: 5292.401367
	Iteration 24Q: 3 clusters Score -7974813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -7974838.000000 Penalty: 5292.401367
	Iteration 25Q: 3 clusters Score -7974838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -7974843.000000 Penalty: 5292.401367
	Iteration 26Q: 3 clusters Score -7974843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -7974865.500000 Penalty: 5292.401367
	Iteration 27Q: 3 clusters Score -7974866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7974880.500000 Penalty: 5292.401367
	Iteration 28Q: 3 clusters Score -7974880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -7974909.000000 Penalty: 5292.401367
	Iteration 29Q: 3 clusters Score -7974909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -7974916.000000 Penalty: 5292.401367
	Iteration 30Q: 3 clusters Score -7974916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -7974924.000000 Penalty: 5292.401367
	Iteration 31Q: 3 clusters Score -7974924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -7974928.000000 Penalty: 5292.401367
	Iteration 32Q: 3 clusters Score -7974928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -7974930.000000 Penalty: 5292.401367
	Iteration 33Q: 3 clusters Score -7974930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 42337 members 
Entering Unmasked Estep 
Score: -7974925.000000 Penalty: 5292.401367
	Iteration 34Q: 3 clusters Score -7974925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -7974935.500000 Penalty: 5292.401367
	Iteration 35Q: 3 clusters Score -7974936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7974929.500000 Penalty: 5292.401367
	Iteration 36Q: 3 clusters Score -7974930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -7974940.500000 Penalty: 5292.401367
	Iteration 37Q: 3 clusters Score -7974940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -7974946.500000 Penalty: 5292.401367
	Iteration 38Q: 3 clusters Score -7974946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -7974955.500000 Penalty: 5292.401367
	Iteration 39Q: 3 clusters Score -7974956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7974954.000000 Penalty: 5292.401367
	Iteration 40F: 3 clusters Score -7974954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -7974967.500000 Penalty: 5292.401367
	Iteration 41Q: 3 clusters Score -7974968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -7974974.500000 Penalty: 5292.401367
	Iteration 42Q: 3 clusters Score -7974974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -7974981.000000 Penalty: 5292.401367
	Iteration 43Q: 3 clusters Score -7974981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -7974987.500000 Penalty: 5292.401367
	Iteration 44Q: 3 clusters Score -7974988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -7974985.500000 Penalty: 5292.401367
	Iteration 45Q: 3 clusters Score -7974986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -7974983.500000 Penalty: 5292.401367
	Iteration 46Q: 3 clusters Score -7974984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -7974991.000000 Penalty: 5292.401367
	Iteration 47Q: 3 clusters Score -7974991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -7974986.000000 Penalty: 5292.401367
	Iteration 48Q: 3 clusters Score -7974986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7974987.500000 Penalty: 5292.401367
	Iteration 49Q: 3 clusters Score -7974988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -7974987.500000 Penalty: 5292.401367
	Iteration 50F: 3 clusters Score -7974988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -882855.437500 Penalty: 2101.000732
	Iteration 0F: 2 clusters Score -882855.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -878547.437500 Penalty: 4202.001465
	Iteration 0F: 3 clusters Score -878547.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -879499.250000 Penalty: 4202.001465
	Iteration 1F: 3 clusters Score -879499.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -879681.125000 Penalty: 4202.001465
	Iteration 2F: 3 clusters Score -879681.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -879783.250000 Penalty: 4202.001465
	Iteration 3Q: 3 clusters Score -879783.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -879865.062500 Penalty: 4202.001465
	Iteration 4Q: 3 clusters Score -879865.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -879929.187500 Penalty: 4202.001465
	Iteration 5Q: 3 clusters Score -879929.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -879971.312500 Penalty: 4202.001465
	Iteration 6Q: 3 clusters Score -879971.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -880006.187500 Penalty: 4202.001465
	Iteration 7Q: 3 clusters Score -880006.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -880035.437500 Penalty: 4202.001465
	Iteration 8Q: 3 clusters Score -880035.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -880053.250000 Penalty: 4202.001465
	Iteration 9Q: 3 clusters Score -880053.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -880074.437500 Penalty: 4202.001465
	Iteration 10Q: 3 clusters Score -880074.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -880095.000000 Penalty: 4202.001465
	Iteration 11Q: 3 clusters Score -880095 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -880116.562500 Penalty: 4202.001465
	Iteration 12Q: 3 clusters Score -880116.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -880140.625000 Penalty: 4202.001465
	Iteration 13Q: 3 clusters Score -880140.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -880167.500000 Penalty: 4202.001465
	Iteration 14Q: 3 clusters Score -880167.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -880193.375000 Penalty: 4202.001465
	Iteration 15Q: 3 clusters Score -880193.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -880227.187500 Penalty: 4202.001465
	Iteration 16Q: 3 clusters Score -880227.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -880260.062500 Penalty: 4202.001465
	Iteration 17Q: 3 clusters Score -880260.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -880287.750000 Penalty: 4202.001465
	Iteration 18Q: 3 clusters Score -880287.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -880315.187500 Penalty: 4202.001465
	Iteration 19Q: 3 clusters Score -880315.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -880353.437500 Penalty: 4202.001465
	Iteration 20F: 3 clusters Score -880353.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -880399.500000 Penalty: 4202.001465
	Iteration 21Q: 3 clusters Score -880399.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -880472.875000 Penalty: 4202.001465
	Iteration 22Q: 3 clusters Score -880472.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -880563.812500 Penalty: 4202.001465
	Iteration 23Q: 3 clusters Score -880563.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -880657.375000 Penalty: 4202.001465
	Iteration 24Q: 3 clusters Score -880657.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -880757.750000 Penalty: 4202.001465
	Iteration 25Q: 3 clusters Score -880757.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -880855.750000 Penalty: 4202.001465
	Iteration 26Q: 3 clusters Score -880855.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -880957.250000 Penalty: 4202.001465
	Iteration 27Q: 3 clusters Score -880957.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -881046.187500 Penalty: 4202.001465
	Iteration 28Q: 3 clusters Score -881046.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -881116.250000 Penalty: 4202.001465
	Iteration 29Q: 3 clusters Score -881116.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -881173.187500 Penalty: 4202.001465
	Iteration 30Q: 3 clusters Score -881173.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -881227.937500 Penalty: 4202.001465
	Iteration 31Q: 3 clusters Score -881227.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -881267.187500 Penalty: 4202.001465
	Iteration 32Q: 3 clusters Score -881267.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -881295.687500 Penalty: 4202.001465
	Iteration 33Q: 3 clusters Score -881295.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -881321.687500 Penalty: 4202.001465
	Iteration 34Q: 3 clusters Score -881321.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -881341.812500 Penalty: 4202.001465
	Iteration 35Q: 3 clusters Score -881341.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -881353.812500 Penalty: 4202.001465
	Iteration 36Q: 3 clusters Score -881353.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -881361.750000 Penalty: 4202.001465
	Iteration 37Q: 3 clusters Score -881361.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -881366.687500 Penalty: 4202.001465
	Iteration 38Q: 3 clusters Score -881366.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -881374.125000 Penalty: 4202.001465
	Iteration 39Q: 3 clusters Score -881374.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -881378.750000 Penalty: 4202.001465
	Iteration 40F: 3 clusters Score -881378.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -881382.562500 Penalty: 4202.001465
	Iteration 41Q: 3 clusters Score -881382.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -881389.062500 Penalty: 4202.001465
	Iteration 42Q: 3 clusters Score -881389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -881388.312500 Penalty: 4202.001465
	Iteration 43Q: 3 clusters Score -881388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -881389.625000 Penalty: 4202.001465
	Iteration 44Q: 3 clusters Score -881389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -881390.500000 Penalty: 4202.001465
	Iteration 45Q: 3 clusters Score -881390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -881393.375000 Penalty: 4202.001465
	Iteration 46Q: 3 clusters Score -881393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -881395.812500 Penalty: 4202.001465
	Iteration 47Q: 3 clusters Score -881395.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -881399.687500 Penalty: 4202.001465
	Iteration 48Q: 3 clusters Score -881399.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -881402.437500 Penalty: 4202.001465
	Iteration 49Q: 3 clusters Score -881402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -881406.750000 Penalty: 4202.001465
	Iteration 50Q: 3 clusters Score -881406.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -881409.375000 Penalty: 4202.001465
	Iteration 51Q: 3 clusters Score -881409.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -881412.312500 Penalty: 4202.001465
	Iteration 52Q: 3 clusters Score -881412.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -881410.187500 Penalty: 4202.001465
	Iteration 53Q: 3 clusters Score -881410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -881412.312500 Penalty: 4202.001465
	Iteration 54Q: 3 clusters Score -881412.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -881413.812500 Penalty: 4202.001465
	Iteration 55Q: 3 clusters Score -881413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -881415.062500 Penalty: 4202.001465
	Iteration 56Q: 3 clusters Score -881415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -881416.062500 Penalty: 4202.001465
	Iteration 57Q: 3 clusters Score -881416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -881416.500000 Penalty: 4202.001465
	Iteration 58Q: 3 clusters Score -881416.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -881416.812500 Penalty: 4202.001465
	Iteration 59Q: 3 clusters Score -881416.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -881418.750000 Penalty: 4202.001465
	Iteration 60F: 3 clusters Score -881418.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -881418.062500 Penalty: 4202.001465
	Iteration 61Q: 3 clusters Score -881418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -881419.750000 Penalty: 4202.001465
	Iteration 62Q: 3 clusters Score -881419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -881419.875000 Penalty: 4202.001465
	Iteration 63Q: 3 clusters Score -881419.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -881419.875000 Penalty: 4202.001465
	Iteration 64F: 3 clusters Score -881419.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -887526.875000 Penalty: 2101.208252
	Iteration 0F: 2 clusters Score -887526.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -883162.000000 Penalty: 4202.416504
	Iteration 0F: 3 clusters Score -883162 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -884152.937500 Penalty: 4202.416504
	Iteration 1F: 3 clusters Score -884152.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -884325.687500 Penalty: 4202.416504
	Iteration 2F: 3 clusters Score -884325.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -884416.875000 Penalty: 4202.416504
	Iteration 3Q: 3 clusters Score -884416.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -884475.562500 Penalty: 4202.416504
	Iteration 4Q: 3 clusters Score -884475.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -884518.125000 Penalty: 4202.416504
	Iteration 5Q: 3 clusters Score -884518.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -884553.187500 Penalty: 4202.416504
	Iteration 6Q: 3 clusters Score -884553.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -884589.375000 Penalty: 4202.416504
	Iteration 7Q: 3 clusters Score -884589.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -884613.750000 Penalty: 4202.416504
	Iteration 8Q: 3 clusters Score -884613.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -884634.125000 Penalty: 4202.416504
	Iteration 9Q: 3 clusters Score -884634.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -884653.125000 Penalty: 4202.416504
	Iteration 10Q: 3 clusters Score -884653.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -884666.500000 Penalty: 4202.416504
	Iteration 11Q: 3 clusters Score -884666.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -884676.937500 Penalty: 4202.416504
	Iteration 12Q: 3 clusters Score -884676.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -884685.687500 Penalty: 4202.416504
	Iteration 13Q: 3 clusters Score -884685.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -884692.437500 Penalty: 4202.416504
	Iteration 14Q: 3 clusters Score -884692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -884699.937500 Penalty: 4202.416504
	Iteration 15Q: 3 clusters Score -884699.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -884707.250000 Penalty: 4202.416504
	Iteration 16Q: 3 clusters Score -884707.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -884716.937500 Penalty: 4202.416504
	Iteration 17Q: 3 clusters Score -884716.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -884719.187500 Penalty: 4202.416504
	Iteration 18Q: 3 clusters Score -884719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -884724.562500 Penalty: 4202.416504
	Iteration 19Q: 3 clusters Score -884724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -884723.312500 Penalty: 4202.416504
	Iteration 20F: 3 clusters Score -884723.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -884730.250000 Penalty: 4202.416504
	Iteration 21Q: 3 clusters Score -884730.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -884731.062500 Penalty: 4202.416504
	Iteration 22Q: 3 clusters Score -884731.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -884737.062500 Penalty: 4202.416504
	Iteration 23Q: 3 clusters Score -884737.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -884739.562500 Penalty: 4202.416504
	Iteration 24Q: 3 clusters Score -884739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -884745.437500 Penalty: 4202.416504
	Iteration 25Q: 3 clusters Score -884745.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -884749.875000 Penalty: 4202.416504
	Iteration 26Q: 3 clusters Score -884749.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -884757.500000 Penalty: 4202.416504
	Iteration 27Q: 3 clusters Score -884757.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -884773.875000 Penalty: 4202.416504
	Iteration 28Q: 3 clusters Score -884773.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -884778.375000 Penalty: 4202.416504
	Iteration 29Q: 3 clusters Score -884778.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -884783.875000 Penalty: 4202.416504
	Iteration 30Q: 3 clusters Score -884783.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -884792.000000 Penalty: 4202.416504
	Iteration 31Q: 3 clusters Score -884792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -884794.125000 Penalty: 4202.416504
	Iteration 32Q: 3 clusters Score -884794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -884798.000000 Penalty: 4202.416504
	Iteration 33Q: 3 clusters Score -884798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -884800.812500 Penalty: 4202.416504
	Iteration 34Q: 3 clusters Score -884800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -884805.750000 Penalty: 4202.416504
	Iteration 35Q: 3 clusters Score -884805.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -884810.437500 Penalty: 4202.416504
	Iteration 36Q: 3 clusters Score -884810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -884813.125000 Penalty: 4202.416504
	Iteration 37Q: 3 clusters Score -884813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -884814.687500 Penalty: 4202.416504
	Iteration 38Q: 3 clusters Score -884814.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -884814.375000 Penalty: 4202.416504
	Iteration 39Q: 3 clusters Score -884814.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -884816.625000 Penalty: 4202.416504
	Iteration 40F: 3 clusters Score -884816.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -884818.312500 Penalty: 4202.416504
	Iteration 41Q: 3 clusters Score -884818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -884821.000000 Penalty: 4202.416504
	Iteration 42Q: 3 clusters Score -884821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -884821.937500 Penalty: 4202.416504
	Iteration 43Q: 3 clusters Score -884821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -884824.187500 Penalty: 4202.416504
	Iteration 44Q: 3 clusters Score -884824.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -884824.750000 Penalty: 4202.416504
	Iteration 45Q: 3 clusters Score -884824.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -884824.750000 Penalty: 4202.416504
	Iteration 46F: 3 clusters Score -884824.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (47610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Entering Unmasked Estep 
Score: -8946293.000000 Penalty: 2671.157715
	Iteration 0F: 2 clusters Score -8946293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -8915880.000000 Penalty: 5342.315430
	Iteration 0F: 3 clusters Score -8915880 nChanged 21866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -8927887.000000 Penalty: 5342.315430
	Iteration 1F: 3 clusters Score -8927887 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -8928634.000000 Penalty: 5342.315430
	Iteration 2Q: 3 clusters Score -8928634 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -8929679.000000 Penalty: 5342.315430
	Iteration 3F: 3 clusters Score -8929679 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -8931192.000000 Penalty: 5342.315430
	Iteration 4F: 3 clusters Score -8931192 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -8933308.000000 Penalty: 5342.315430
	Iteration 5F: 3 clusters Score -8933308 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -8936146.000000 Penalty: 5342.315430
	Iteration 6F: 3 clusters Score -8936146 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -8939056.000000 Penalty: 5342.315430
	Iteration 7F: 3 clusters Score -8939056 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8941437.000000 Penalty: 5342.315430
	Iteration 8F: 3 clusters Score -8941437 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8942960.000000 Penalty: 5342.315430
	Iteration 9Q: 3 clusters Score -8942960 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8943813.000000 Penalty: 5342.315430
	Iteration 10Q: 3 clusters Score -8943813 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8944230.000000 Penalty: 5342.315430
	Iteration 11Q: 3 clusters Score -8944230 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8944366.000000 Penalty: 5342.315430
	Iteration 12Q: 3 clusters Score -8944366 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8944473.000000 Penalty: 5342.315430
	Iteration 13Q: 3 clusters Score -8944473 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8944526.000000 Penalty: 5342.315430
	Iteration 14Q: 3 clusters Score -8944526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8944528.000000 Penalty: 5342.315430
	Iteration 15Q: 3 clusters Score -8944528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8944534.000000 Penalty: 5342.315430
	Iteration 16Q: 3 clusters Score -8944534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8944532.000000 Penalty: 5342.315430
	Iteration 17Q: 3 clusters Score -8944532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8944512.000000 Penalty: 5342.315430
	Iteration 18Q: 3 clusters Score -8944512 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8944490.000000 Penalty: 5342.315430
	Iteration 19Q: 3 clusters Score -8944490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8944493.000000 Penalty: 5342.315430
	Iteration 20F: 3 clusters Score -8944493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8944504.000000 Penalty: 5342.315430
	Iteration 21Q: 3 clusters Score -8944504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8944498.000000 Penalty: 5342.315430
	Iteration 22Q: 3 clusters Score -8944498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8944483.000000 Penalty: 5342.315430
	Iteration 23Q: 3 clusters Score -8944483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8944502.000000 Penalty: 5342.315430
	Iteration 24Q: 3 clusters Score -8944502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8944484.000000 Penalty: 5342.315430
	Iteration 25Q: 3 clusters Score -8944484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8944478.000000 Penalty: 5342.315430
	Iteration 26Q: 3 clusters Score -8944478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46847 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8944478.000000 Penalty: 5342.315430
	Iteration 27Q: 3 clusters Score -8944478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8944475.000000 Penalty: 5342.315430
	Iteration 28Q: 3 clusters Score -8944475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8944477.000000 Penalty: 5342.315430
	Iteration 29Q: 3 clusters Score -8944477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8944475.000000 Penalty: 5342.315430
	Iteration 30Q: 3 clusters Score -8944475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8944468.000000 Penalty: 5342.315430
	Iteration 31Q: 3 clusters Score -8944468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8944455.000000 Penalty: 5342.315430
	Iteration 32Q: 3 clusters Score -8944455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8944461.000000 Penalty: 5342.315430
	Iteration 33Q: 3 clusters Score -8944461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8944458.000000 Penalty: 5342.315430
	Iteration 34Q: 3 clusters Score -8944458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8944452.000000 Penalty: 5342.315430
	Iteration 35Q: 3 clusters Score -8944452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8944446.000000 Penalty: 5342.315430
	Iteration 36Q: 3 clusters Score -8944446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8944448.000000 Penalty: 5342.315430
	Iteration 37Q: 3 clusters Score -8944448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8944448.000000 Penalty: 5342.315430
	Iteration 38Q: 3 clusters Score -8944448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8944446.000000 Penalty: 5342.315430
	Iteration 39Q: 3 clusters Score -8944446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8944451.000000 Penalty: 5342.315430
	Iteration 40F: 3 clusters Score -8944451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8944442.000000 Penalty: 5342.315430
	Iteration 41Q: 3 clusters Score -8944442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8944444.000000 Penalty: 5342.315430
	Iteration 42Q: 3 clusters Score -8944444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8944444.000000 Penalty: 5342.315430
	Iteration 43F: 3 clusters Score -8944444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (48515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Entering Unmasked Estep 
Score: -9085796.000000 Penalty: 2675.827637
	Iteration 0F: 2 clusters Score -9085796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -9055301.000000 Penalty: 5351.655273
	Iteration 0F: 3 clusters Score -9055301 nChanged 22338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -9067954.000000 Penalty: 5351.655273
	Iteration 1F: 3 clusters Score -9067954 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -9068497.000000 Penalty: 5351.655273
	Iteration 2Q: 3 clusters Score -9068497 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -9069032.000000 Penalty: 5351.655273
	Iteration 3Q: 3 clusters Score -9069032 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -9069641.000000 Penalty: 5351.655273
	Iteration 4Q: 3 clusters Score -9069641 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -9070322.000000 Penalty: 5351.655273
	Iteration 5Q: 3 clusters Score -9070322 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -9071295.000000 Penalty: 5351.655273
	Iteration 6Q: 3 clusters Score -9071295 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -9072556.000000 Penalty: 5351.655273
	Iteration 7F: 3 clusters Score -9072556 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -9074352.000000 Penalty: 5351.655273
	Iteration 8F: 3 clusters Score -9074352 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -9076578.000000 Penalty: 5351.655273
	Iteration 9F: 3 clusters Score -9076578 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9078680.000000 Penalty: 5351.655273
	Iteration 10F: 3 clusters Score -9078680 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -9080523.000000 Penalty: 5351.655273
	Iteration 11Q: 3 clusters Score -9080523 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -9081787.000000 Penalty: 5351.655273
	Iteration 12Q: 3 clusters Score -9081787 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -9082791.000000 Penalty: 5351.655273
	Iteration 13Q: 3 clusters Score -9082791 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -9083415.000000 Penalty: 5351.655273
	Iteration 14Q: 3 clusters Score -9083415 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -9083741.000000 Penalty: 5351.655273
	Iteration 15Q: 3 clusters Score -9083741 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -9083933.000000 Penalty: 5351.655273
	Iteration 16Q: 3 clusters Score -9083933 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -9084029.000000 Penalty: 5351.655273
	Iteration 17Q: 3 clusters Score -9084029 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -9084122.000000 Penalty: 5351.655273
	Iteration 18Q: 3 clusters Score -9084122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -9084178.000000 Penalty: 5351.655273
	Iteration 19Q: 3 clusters Score -9084178 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -9084236.000000 Penalty: 5351.655273
	Iteration 20F: 3 clusters Score -9084236 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -9084254.000000 Penalty: 5351.655273
	Iteration 21Q: 3 clusters Score -9084254 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -9084233.000000 Penalty: 5351.655273
	Iteration 22Q: 3 clusters Score -9084233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -9084221.000000 Penalty: 5351.655273
	Iteration 23Q: 3 clusters Score -9084221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -9084226.000000 Penalty: 5351.655273
	Iteration 24Q: 3 clusters Score -9084226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -9084216.000000 Penalty: 5351.655273
	Iteration 25Q: 3 clusters Score -9084216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9084220.000000 Penalty: 5351.655273
	Iteration 26Q: 3 clusters Score -9084220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -9084202.000000 Penalty: 5351.655273
	Iteration 27Q: 3 clusters Score -9084202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -9084219.000000 Penalty: 5351.655273
	Iteration 28Q: 3 clusters Score -9084219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -9084213.000000 Penalty: 5351.655273
	Iteration 29Q: 3 clusters Score -9084213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -9084217.000000 Penalty: 5351.655273
	Iteration 30Q: 3 clusters Score -9084217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -9084212.000000 Penalty: 5351.655273
	Iteration 31Q: 3 clusters Score -9084212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -9084203.000000 Penalty: 5351.655273
	Iteration 32Q: 3 clusters Score -9084203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -9084213.000000 Penalty: 5351.655273
	Iteration 33Q: 3 clusters Score -9084213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -9084225.000000 Penalty: 5351.655273
	Iteration 34Q: 3 clusters Score -9084225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -9084220.000000 Penalty: 5351.655273
	Iteration 35Q: 3 clusters Score -9084220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -9084215.000000 Penalty: 5351.655273
	Iteration 36Q: 3 clusters Score -9084215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9084219.000000 Penalty: 5351.655273
	Iteration 37Q: 3 clusters Score -9084219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -9084208.000000 Penalty: 5351.655273
	Iteration 38Q: 3 clusters Score -9084208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -9084198.000000 Penalty: 5351.655273
	Iteration 39Q: 3 clusters Score -9084198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9084203.000000 Penalty: 5351.655273
	Iteration 40F: 3 clusters Score -9084203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -9084205.000000 Penalty: 5351.655273
	Iteration 41Q: 3 clusters Score -9084205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -9084199.000000 Penalty: 5351.655273
	Iteration 42Q: 3 clusters Score -9084199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -9084196.000000 Penalty: 5351.655273
	Iteration 43Q: 3 clusters Score -9084196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -9084198.000000 Penalty: 5351.655273
	Iteration 44Q: 3 clusters Score -9084198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -9084197.000000 Penalty: 5351.655273
	Iteration 45Q: 3 clusters Score -9084197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9084188.000000 Penalty: 5351.655273
	Iteration 46Q: 3 clusters Score -9084188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -9084196.000000 Penalty: 5351.655273
	Iteration 47Q: 3 clusters Score -9084196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -9084193.000000 Penalty: 5351.655273
	Iteration 48Q: 3 clusters Score -9084193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47550 members 
Entering Unmasked Estep 
Score: -9084187.000000 Penalty: 5351.655273
	Iteration 49Q: 3 clusters Score -9084187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -9084194.000000 Penalty: 5351.655273
	Iteration 50Q: 3 clusters Score -9084194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47557 members 
Entering Unmasked Estep 
Score: -9084189.000000 Penalty: 5351.655273
	Iteration 51Q: 3 clusters Score -9084189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -9084180.000000 Penalty: 5351.655273
	Iteration 52Q: 3 clusters Score -9084180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -9084176.000000 Penalty: 5351.655273
	Iteration 53Q: 3 clusters Score -9084176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -9084171.000000 Penalty: 5351.655273
	Iteration 54Q: 3 clusters Score -9084171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -9084173.000000 Penalty: 5351.655273
	Iteration 55Q: 3 clusters Score -9084173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -9084177.000000 Penalty: 5351.655273
	Iteration 56Q: 3 clusters Score -9084177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -9084184.000000 Penalty: 5351.655273
	Iteration 57Q: 3 clusters Score -9084184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -9084180.000000 Penalty: 5351.655273
	Iteration 58Q: 3 clusters Score -9084180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -9084184.000000 Penalty: 5351.655273
	Iteration 59Q: 3 clusters Score -9084184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -9084182.000000 Penalty: 5351.655273
	Iteration 60F: 3 clusters Score -9084182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -9084178.000000 Penalty: 5351.655273
	Iteration 61Q: 3 clusters Score -9084178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9084181.000000 Penalty: 5351.655273
	Iteration 62Q: 3 clusters Score -9084181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -9084191.000000 Penalty: 5351.655273
	Iteration 63Q: 3 clusters Score -9084191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -9084192.000000 Penalty: 5351.655273
	Iteration 64Q: 3 clusters Score -9084192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9084189.000000 Penalty: 5351.655273
	Iteration 65Q: 3 clusters Score -9084189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9084196.000000 Penalty: 5351.655273
	Iteration 66Q: 3 clusters Score -9084196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -9084199.000000 Penalty: 5351.655273
	Iteration 67Q: 3 clusters Score -9084199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -9084199.000000 Penalty: 5351.655273
	Iteration 68F: 3 clusters Score -9084199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -25300.611328 Penalty: 1421.064697
	Iteration 0F: 2 clusters Score -25300.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24186.636719 Penalty: 2842.129395
	Iteration 0F: 3 clusters Score -24186.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24327.998047 Penalty: 2842.129395
	Iteration 1F: 3 clusters Score -24328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24351.919922 Penalty: 2842.129395
	Iteration 2Q: 3 clusters Score -24351.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24375.109375 Penalty: 2842.129395
	Iteration 3Q: 3 clusters Score -24375.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24394.193359 Penalty: 2842.129395
	Iteration 4Q: 3 clusters Score -24394.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -24402.152344 Penalty: 2842.129395
	Iteration 5Q: 3 clusters Score -24402.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24403.324219 Penalty: 2842.129395
	Iteration 6Q: 3 clusters Score -24403.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24403.324219 Penalty: 2842.129395
	Iteration 7F: 3 clusters Score -24403.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1655803.375000 Penalty: 2253.165283
	Iteration 0F: 2 clusters Score -1655803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1648848.625000 Penalty: 4506.330566
	Iteration 0F: 3 clusters Score -1648849 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1650734.125000 Penalty: 4506.330566
	Iteration 1F: 3 clusters Score -1650734 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1650981.000000 Penalty: 4506.330566
	Iteration 2F: 3 clusters Score -1650981 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1651158.000000 Penalty: 4506.330566
	Iteration 3F: 3 clusters Score -1651158 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1651270.750000 Penalty: 4506.330566
	Iteration 4Q: 3 clusters Score -1651271 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1651353.375000 Penalty: 4506.330566
	Iteration 5Q: 3 clusters Score -1651353 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1651412.750000 Penalty: 4506.330566
	Iteration 6Q: 3 clusters Score -1651413 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1651467.000000 Penalty: 4506.330566
	Iteration 7Q: 3 clusters Score -1651467 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1651527.875000 Penalty: 4506.330566
	Iteration 8Q: 3 clusters Score -1651528 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1651587.000000 Penalty: 4506.330566
	Iteration 9Q: 3 clusters Score -1651587 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1651651.125000 Penalty: 4506.330566
	Iteration 10Q: 3 clusters Score -1651651 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1651723.500000 Penalty: 4506.330566
	Iteration 11Q: 3 clusters Score -1651724 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1651821.500000 Penalty: 4506.330566
	Iteration 12Q: 3 clusters Score -1651822 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1651950.125000 Penalty: 4506.330566
	Iteration 13Q: 3 clusters Score -1651950 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1652057.875000 Penalty: 4506.330566
	Iteration 14Q: 3 clusters Score -1652058 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1652202.250000 Penalty: 4506.330566
	Iteration 15Q: 3 clusters Score -1652202 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1652346.750000 Penalty: 4506.330566
	Iteration 16Q: 3 clusters Score -1652347 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1652507.000000 Penalty: 4506.330566
	Iteration 17Q: 3 clusters Score -1652507 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1652674.125000 Penalty: 4506.330566
	Iteration 18Q: 3 clusters Score -1652674 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1652830.250000 Penalty: 4506.330566
	Iteration 19Q: 3 clusters Score -1652830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1652965.875000 Penalty: 4506.330566
	Iteration 20F: 3 clusters Score -1652966 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1653087.125000 Penalty: 4506.330566
	Iteration 21Q: 3 clusters Score -1653087 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1653209.000000 Penalty: 4506.330566
	Iteration 22Q: 3 clusters Score -1653209 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1653326.250000 Penalty: 4506.330566
	Iteration 23Q: 3 clusters Score -1653326 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1653428.000000 Penalty: 4506.330566
	Iteration 24Q: 3 clusters Score -1653428 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1653503.375000 Penalty: 4506.330566
	Iteration 25Q: 3 clusters Score -1653503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1653553.875000 Penalty: 4506.330566
	Iteration 26Q: 3 clusters Score -1653554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1653590.500000 Penalty: 4506.330566
	Iteration 27Q: 3 clusters Score -1653590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1653621.750000 Penalty: 4506.330566
	Iteration 28Q: 3 clusters Score -1653622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1653654.875000 Penalty: 4506.330566
	Iteration 29Q: 3 clusters Score -1653655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1653669.750000 Penalty: 4506.330566
	Iteration 30Q: 3 clusters Score -1653670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1653683.000000 Penalty: 4506.330566
	Iteration 31Q: 3 clusters Score -1653683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1653700.500000 Penalty: 4506.330566
	Iteration 32Q: 3 clusters Score -1653700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1653712.750000 Penalty: 4506.330566
	Iteration 33Q: 3 clusters Score -1653713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1653718.875000 Penalty: 4506.330566
	Iteration 34Q: 3 clusters Score -1653719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1653724.875000 Penalty: 4506.330566
	Iteration 35Q: 3 clusters Score -1653725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1653734.500000 Penalty: 4506.330566
	Iteration 36Q: 3 clusters Score -1653734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1653743.750000 Penalty: 4506.330566
	Iteration 37Q: 3 clusters Score -1653744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1653756.125000 Penalty: 4506.330566
	Iteration 38Q: 3 clusters Score -1653756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1653764.000000 Penalty: 4506.330566
	Iteration 39Q: 3 clusters Score -1653764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1653772.125000 Penalty: 4506.330566
	Iteration 40F: 3 clusters Score -1653772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1653778.625000 Penalty: 4506.330566
	Iteration 41Q: 3 clusters Score -1653779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1653791.875000 Penalty: 4506.330566
	Iteration 42Q: 3 clusters Score -1653792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1653800.500000 Penalty: 4506.330566
	Iteration 43Q: 3 clusters Score -1653800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1653809.250000 Penalty: 4506.330566
	Iteration 44Q: 3 clusters Score -1653809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1653812.750000 Penalty: 4506.330566
	Iteration 45Q: 3 clusters Score -1653813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1653814.500000 Penalty: 4506.330566
	Iteration 46Q: 3 clusters Score -1653814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1653815.500000 Penalty: 4506.330566
	Iteration 47Q: 3 clusters Score -1653816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1653815.750000 Penalty: 4506.330566
	Iteration 48Q: 3 clusters Score -1653816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1653819.875000 Penalty: 4506.330566
	Iteration 49Q: 3 clusters Score -1653820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1653821.375000 Penalty: 4506.330566
	Iteration 50Q: 3 clusters Score -1653821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1653821.125000 Penalty: 4506.330566
	Iteration 51Q: 3 clusters Score -1653821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1653820.250000 Penalty: 4506.330566
	Iteration 52Q: 3 clusters Score -1653820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1653820.250000 Penalty: 4506.330566
	Iteration 53F: 3 clusters Score -1653820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -85837.898438 Penalty: 1596.165283
	Iteration 0F: 2 clusters Score -85837.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -84255.312500 Penalty: 3192.330566
	Iteration 0F: 3 clusters Score -84255.31 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84774.890625 Penalty: 3192.330566
	Iteration 1F: 3 clusters Score -84774.89 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -85160.406250 Penalty: 3192.330566
	Iteration 2F: 3 clusters Score -85160.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -85421.539062 Penalty: 3192.330566
	Iteration 3F: 3 clusters Score -85421.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85584.609375 Penalty: 3192.330566
	Iteration 4F: 3 clusters Score -85584.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -85680.687500 Penalty: 3192.330566
	Iteration 5Q: 3 clusters Score -85680.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85729.195312 Penalty: 3192.330566
	Iteration 6Q: 3 clusters Score -85729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -85755.632812 Penalty: 3192.330566
	Iteration 7Q: 3 clusters Score -85755.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85778.390625 Penalty: 3192.330566
	Iteration 8Q: 3 clusters Score -85778.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85786.226562 Penalty: 3192.330566
	Iteration 9Q: 3 clusters Score -85786.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -85788.664062 Penalty: 3192.330566
	Iteration 10Q: 3 clusters Score -85788.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85792.726562 Penalty: 3192.330566
	Iteration 11Q: 3 clusters Score -85792.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85816.937500 Penalty: 3192.330566
	Iteration 12Q: 3 clusters Score -85816.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85826.757812 Penalty: 3192.330566
	Iteration 13Q: 3 clusters Score -85826.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85826.757812 Penalty: 3192.330566
	Iteration 14F: 3 clusters Score -85826.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Entering Unmasked Estep 
Score: -133724.171875 Penalty: 1650.868164
	Iteration 0F: 2 clusters Score -133724.2 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 386 members 
Entering Unmasked Estep 
Score: -131985.671875 Penalty: 3301.736328
	Iteration 0F: 3 clusters Score -131985.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -132408.796875 Penalty: 3301.736328
	Iteration 1F: 3 clusters Score -132408.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -132678.203125 Penalty: 3301.736328
	Iteration 2F: 3 clusters Score -132678.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -132874.531250 Penalty: 3301.736328
	Iteration 3F: 3 clusters Score -132874.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -132987.531250 Penalty: 3301.736328
	Iteration 4Q: 3 clusters Score -132987.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -133076.500000 Penalty: 3301.736328
	Iteration 5Q: 3 clusters Score -133076.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -133134.609375 Penalty: 3301.736328
	Iteration 6Q: 3 clusters Score -133134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -133160.500000 Penalty: 3301.736328
	Iteration 7Q: 3 clusters Score -133160.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -133178.640625 Penalty: 3301.736328
	Iteration 8Q: 3 clusters Score -133178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -133191.937500 Penalty: 3301.736328
	Iteration 9Q: 3 clusters Score -133191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -133195.921875 Penalty: 3301.736328
	Iteration 10Q: 3 clusters Score -133195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -133197.593750 Penalty: 3301.736328
	Iteration 11Q: 3 clusters Score -133197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -133197.593750 Penalty: 3301.736328
	Iteration 12F: 3 clusters Score -133197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Entering Unmasked Estep 
Score: -4899505.500000 Penalty: 2522.567383
	Iteration 0F: 2 clusters Score -4899506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4881469.000000 Penalty: 5045.134766
	Iteration 0F: 3 clusters Score -4881469 nChanged 11659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -4887730.500000 Penalty: 5045.134766
	Iteration 1F: 3 clusters Score -4887730 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4888153.500000 Penalty: 5045.134766
	Iteration 2Q: 3 clusters Score -4888154 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4888532.000000 Penalty: 5045.134766
	Iteration 3Q: 3 clusters Score -4888532 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4888890.500000 Penalty: 5045.134766
	Iteration 4Q: 3 clusters Score -4888890 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -4889286.500000 Penalty: 5045.134766
	Iteration 5Q: 3 clusters Score -4889286 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4889632.500000 Penalty: 5045.134766
	Iteration 6Q: 3 clusters Score -4889632 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4889992.500000 Penalty: 5045.134766
	Iteration 7Q: 3 clusters Score -4889992 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -4890415.000000 Penalty: 5045.134766
	Iteration 8Q: 3 clusters Score -4890415 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4890843.500000 Penalty: 5045.134766
	Iteration 9Q: 3 clusters Score -4890844 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -4891362.000000 Penalty: 5045.134766
	Iteration 10Q: 3 clusters Score -4891362 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4891898.500000 Penalty: 5045.134766
	Iteration 11Q: 3 clusters Score -4891898 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -4892537.000000 Penalty: 5045.134766
	Iteration 12Q: 3 clusters Score -4892537 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -4893299.000000 Penalty: 5045.134766
	Iteration 13Q: 3 clusters Score -4893299 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4893987.000000 Penalty: 5045.134766
	Iteration 14Q: 3 clusters Score -4893987 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4894361.000000 Penalty: 5045.134766
	Iteration 15Q: 3 clusters Score -4894361 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -4894604.000000 Penalty: 5045.134766
	Iteration 16Q: 3 clusters Score -4894604 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4894779.000000 Penalty: 5045.134766
	Iteration 17Q: 3 clusters Score -4894779 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -4894867.500000 Penalty: 5045.134766
	Iteration 18Q: 3 clusters Score -4894868 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -4894941.000000 Penalty: 5045.134766
	Iteration 19Q: 3 clusters Score -4894941 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -4894996.500000 Penalty: 5045.134766
	Iteration 20F: 3 clusters Score -4894996 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4895046.500000 Penalty: 5045.134766
	Iteration 21Q: 3 clusters Score -4895046 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -4895098.000000 Penalty: 5045.134766
	Iteration 22Q: 3 clusters Score -4895098 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4895148.000000 Penalty: 5045.134766
	Iteration 23Q: 3 clusters Score -4895148 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -4895189.500000 Penalty: 5045.134766
	Iteration 24Q: 3 clusters Score -4895190 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -4895230.500000 Penalty: 5045.134766
	Iteration 25Q: 3 clusters Score -4895230 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -4895281.500000 Penalty: 5045.134766
	Iteration 26Q: 3 clusters Score -4895282 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4895333.500000 Penalty: 5045.134766
	Iteration 27Q: 3 clusters Score -4895334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -4895367.000000 Penalty: 5045.134766
	Iteration 28Q: 3 clusters Score -4895367 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4895397.500000 Penalty: 5045.134766
	Iteration 29Q: 3 clusters Score -4895398 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4895425.000000 Penalty: 5045.134766
	Iteration 30Q: 3 clusters Score -4895425 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4895486.000000 Penalty: 5045.134766
	Iteration 31Q: 3 clusters Score -4895486 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -4895525.000000 Penalty: 5045.134766
	Iteration 32Q: 3 clusters Score -4895525 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4895570.000000 Penalty: 5045.134766
	Iteration 33Q: 3 clusters Score -4895570 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4895606.500000 Penalty: 5045.134766
	Iteration 34Q: 3 clusters Score -4895606 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -4895639.500000 Penalty: 5045.134766
	Iteration 35Q: 3 clusters Score -4895640 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -4895680.500000 Penalty: 5045.134766
	Iteration 36Q: 3 clusters Score -4895680 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -4895742.500000 Penalty: 5045.134766
	Iteration 37Q: 3 clusters Score -4895742 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -4895793.000000 Penalty: 5045.134766
	Iteration 38Q: 3 clusters Score -4895793 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4895837.500000 Penalty: 5045.134766
	Iteration 39Q: 3 clusters Score -4895838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -4895887.000000 Penalty: 5045.134766
	Iteration 40F: 3 clusters Score -4895887 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4895940.500000 Penalty: 5045.134766
	Iteration 41Q: 3 clusters Score -4895940 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4895992.000000 Penalty: 5045.134766
	Iteration 42Q: 3 clusters Score -4895992 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4896027.500000 Penalty: 5045.134766
	Iteration 43Q: 3 clusters Score -4896028 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4896112.500000 Penalty: 5045.134766
	Iteration 44Q: 3 clusters Score -4896112 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -4896179.500000 Penalty: 5045.134766
	Iteration 45Q: 3 clusters Score -4896180 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -4896241.000000 Penalty: 5045.134766
	Iteration 46Q: 3 clusters Score -4896241 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4896318.000000 Penalty: 5045.134766
	Iteration 47Q: 3 clusters Score -4896318 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -4896375.500000 Penalty: 5045.134766
	Iteration 48Q: 3 clusters Score -4896376 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -4896415.000000 Penalty: 5045.134766
	Iteration 49Q: 3 clusters Score -4896415 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4896479.500000 Penalty: 5045.134766
	Iteration 50Q: 3 clusters Score -4896480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4896508.500000 Penalty: 5045.134766
	Iteration 51Q: 3 clusters Score -4896508 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4896549.000000 Penalty: 5045.134766
	Iteration 52Q: 3 clusters Score -4896549 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -4896585.500000 Penalty: 5045.134766
	Iteration 53Q: 3 clusters Score -4896586 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4896632.500000 Penalty: 5045.134766
	Iteration 54Q: 3 clusters Score -4896632 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4896643.500000 Penalty: 5045.134766
	Iteration 55Q: 3 clusters Score -4896644 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4896686.000000 Penalty: 5045.134766
	Iteration 56Q: 3 clusters Score -4896686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4896728.500000 Penalty: 5045.134766
	Iteration 57Q: 3 clusters Score -4896728 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4896752.000000 Penalty: 5045.134766
	Iteration 58Q: 3 clusters Score -4896752 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4896791.500000 Penalty: 5045.134766
	Iteration 59Q: 3 clusters Score -4896792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4896813.000000 Penalty: 5045.134766
	Iteration 60F: 3 clusters Score -4896813 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4896852.000000 Penalty: 5045.134766
	Iteration 61Q: 3 clusters Score -4896852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -4896882.000000 Penalty: 5045.134766
	Iteration 62Q: 3 clusters Score -4896882 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -4896912.500000 Penalty: 5045.134766
	Iteration 63Q: 3 clusters Score -4896912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4896952.000000 Penalty: 5045.134766
	Iteration 64Q: 3 clusters Score -4896952 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4896988.500000 Penalty: 5045.134766
	Iteration 65Q: 3 clusters Score -4896988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4897018.500000 Penalty: 5045.134766
	Iteration 66Q: 3 clusters Score -4897018 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4897081.500000 Penalty: 5045.134766
	Iteration 67Q: 3 clusters Score -4897082 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4897097.000000 Penalty: 5045.134766
	Iteration 68Q: 3 clusters Score -4897097 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4897150.000000 Penalty: 5045.134766
	Iteration 69Q: 3 clusters Score -4897150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -4897193.500000 Penalty: 5045.134766
	Iteration 70Q: 3 clusters Score -4897194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4897237.000000 Penalty: 5045.134766
	Iteration 71Q: 3 clusters Score -4897237 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4897265.500000 Penalty: 5045.134766
	Iteration 72Q: 3 clusters Score -4897266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4897275.500000 Penalty: 5045.134766
	Iteration 73Q: 3 clusters Score -4897276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4897306.000000 Penalty: 5045.134766
	Iteration 74Q: 3 clusters Score -4897306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4897321.000000 Penalty: 5045.134766
	Iteration 75Q: 3 clusters Score -4897321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4897330.500000 Penalty: 5045.134766
	Iteration 76Q: 3 clusters Score -4897330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4897335.000000 Penalty: 5045.134766
	Iteration 77Q: 3 clusters Score -4897335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -4897339.000000 Penalty: 5045.134766
	Iteration 78Q: 3 clusters Score -4897339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4897357.000000 Penalty: 5045.134766
	Iteration 79Q: 3 clusters Score -4897357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4897366.500000 Penalty: 5045.134766
	Iteration 80F: 3 clusters Score -4897366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4897374.000000 Penalty: 5045.134766
	Iteration 81Q: 3 clusters Score -4897374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4897374.500000 Penalty: 5045.134766
	Iteration 82Q: 3 clusters Score -4897374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4897380.000000 Penalty: 5045.134766
	Iteration 83Q: 3 clusters Score -4897380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4897378.500000 Penalty: 5045.134766
	Iteration 84Q: 3 clusters Score -4897378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4897383.500000 Penalty: 5045.134766
	Iteration 85Q: 3 clusters Score -4897384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4897390.000000 Penalty: 5045.134766
	Iteration 86Q: 3 clusters Score -4897390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4897392.000000 Penalty: 5045.134766
	Iteration 87Q: 3 clusters Score -4897392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4897396.000000 Penalty: 5045.134766
	Iteration 88Q: 3 clusters Score -4897396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4897395.500000 Penalty: 5045.134766
	Iteration 89Q: 3 clusters Score -4897396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -4897394.500000 Penalty: 5045.134766
	Iteration 90Q: 3 clusters Score -4897394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4897397.000000 Penalty: 5045.134766
	Iteration 91Q: 3 clusters Score -4897397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4897398.500000 Penalty: 5045.134766
	Iteration 92Q: 3 clusters Score -4897398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -4897395.000000 Penalty: 5045.134766
	Iteration 93Q: 3 clusters Score -4897395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4897391.000000 Penalty: 5045.134766
	Iteration 94Q: 3 clusters Score -4897391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4897399.500000 Penalty: 5045.134766
	Iteration 95Q: 3 clusters Score -4897400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4897402.500000 Penalty: 5045.134766
	Iteration 96Q: 3 clusters Score -4897402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4897405.000000 Penalty: 5045.134766
	Iteration 97Q: 3 clusters Score -4897405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4897414.000000 Penalty: 5045.134766
	Iteration 98Q: 3 clusters Score -4897414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4897407.000000 Penalty: 5045.134766
	Iteration 99Q: 3 clusters Score -4897407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4897410.000000 Penalty: 5045.134766
	Iteration 100F: 3 clusters Score -4897410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4897411.500000 Penalty: 5045.134766
	Iteration 101Q: 3 clusters Score -4897412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4897411.000000 Penalty: 5045.134766
	Iteration 102Q: 3 clusters Score -4897411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4897411.000000 Penalty: 5045.134766
	Iteration 103F: 3 clusters Score -4897411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Entering Unmasked Estep 
Score: -9106730.000000 Penalty: 2675.111084
	Iteration 0F: 2 clusters Score -9106730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -9076230.000000 Penalty: 5350.222168
	Iteration 0F: 3 clusters Score -9076230 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -9088596.000000 Penalty: 5350.222168
	Iteration 1F: 3 clusters Score -9088596 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -9089100.000000 Penalty: 5350.222168
	Iteration 2Q: 3 clusters Score -9089100 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -9089529.000000 Penalty: 5350.222168
	Iteration 3Q: 3 clusters Score -9089529 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -9090088.000000 Penalty: 5350.222168
	Iteration 4Q: 3 clusters Score -9090088 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -9090737.000000 Penalty: 5350.222168
	Iteration 5Q: 3 clusters Score -9090737 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -9091705.000000 Penalty: 5350.222168
	Iteration 6Q: 3 clusters Score -9091705 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -9093173.000000 Penalty: 5350.222168
	Iteration 7F: 3 clusters Score -9093173 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -9095316.000000 Penalty: 5350.222168
	Iteration 8F: 3 clusters Score -9095316 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -9097496.000000 Penalty: 5350.222168
	Iteration 9F: 3 clusters Score -9097496 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -9099645.000000 Penalty: 5350.222168
	Iteration 10F: 3 clusters Score -9099645 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -9102172.000000 Penalty: 5350.222168
	Iteration 11F: 3 clusters Score -9102172 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -9103311.000000 Penalty: 5350.222168
	Iteration 12Q: 3 clusters Score -9103311 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -9103743.000000 Penalty: 5350.222168
	Iteration 13Q: 3 clusters Score -9103743 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -9104074.000000 Penalty: 5350.222168
	Iteration 14Q: 3 clusters Score -9104074 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9104270.000000 Penalty: 5350.222168
	Iteration 15Q: 3 clusters Score -9104270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9104337.000000 Penalty: 5350.222168
	Iteration 16Q: 3 clusters Score -9104337 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -9104406.000000 Penalty: 5350.222168
	Iteration 17Q: 3 clusters Score -9104406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -9104446.000000 Penalty: 5350.222168
	Iteration 18Q: 3 clusters Score -9104446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -9104480.000000 Penalty: 5350.222168
	Iteration 19Q: 3 clusters Score -9104480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9104489.000000 Penalty: 5350.222168
	Iteration 20F: 3 clusters Score -9104489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -9104493.000000 Penalty: 5350.222168
	Iteration 21Q: 3 clusters Score -9104493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9104499.000000 Penalty: 5350.222168
	Iteration 22Q: 3 clusters Score -9104499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9104496.000000 Penalty: 5350.222168
	Iteration 23Q: 3 clusters Score -9104496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9104503.000000 Penalty: 5350.222168
	Iteration 24Q: 3 clusters Score -9104503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9104512.000000 Penalty: 5350.222168
	Iteration 25Q: 3 clusters Score -9104512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9104513.000000 Penalty: 5350.222168
	Iteration 26Q: 3 clusters Score -9104513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -9104513.000000 Penalty: 5350.222168
	Iteration 27F: 3 clusters Score -9104513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -196453.750000 Penalty: 1758.339111
	Iteration 0F: 2 clusters Score -196453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -194402.828125 Penalty: 3516.678223
	Iteration 0F: 3 clusters Score -194402.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -194835.562500 Penalty: 3516.678223
	Iteration 1F: 3 clusters Score -194835.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -195045.359375 Penalty: 3516.678223
	Iteration 2F: 3 clusters Score -195045.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -195235.281250 Penalty: 3516.678223
	Iteration 3F: 3 clusters Score -195235.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -195390.046875 Penalty: 3516.678223
	Iteration 4Q: 3 clusters Score -195390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195497.328125 Penalty: 3516.678223
	Iteration 5Q: 3 clusters Score -195497.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -195607.578125 Penalty: 3516.678223
	Iteration 6Q: 3 clusters Score -195607.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -195739.796875 Penalty: 3516.678223
	Iteration 7Q: 3 clusters Score -195739.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -195868.109375 Penalty: 3516.678223
	Iteration 8Q: 3 clusters Score -195868.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -195950.500000 Penalty: 3516.678223
	Iteration 9Q: 3 clusters Score -195950.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -196001.031250 Penalty: 3516.678223
	Iteration 10Q: 3 clusters Score -196001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196030.078125 Penalty: 3516.678223
	Iteration 11Q: 3 clusters Score -196030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -196059.515625 Penalty: 3516.678223
	Iteration 12Q: 3 clusters Score -196059.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196091.125000 Penalty: 3516.678223
	Iteration 13Q: 3 clusters Score -196091.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -196117.593750 Penalty: 3516.678223
	Iteration 14Q: 3 clusters Score -196117.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -196137.468750 Penalty: 3516.678223
	Iteration 15Q: 3 clusters Score -196137.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -196139.968750 Penalty: 3516.678223
	Iteration 16Q: 3 clusters Score -196140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196141.312500 Penalty: 3516.678223
	Iteration 17Q: 3 clusters Score -196141.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196141.718750 Penalty: 3516.678223
	Iteration 18F: 3 clusters Score -196141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -196144.375000 Penalty: 3516.678223
	Iteration 19Q: 3 clusters Score -196144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -196150.046875 Penalty: 3516.678223
	Iteration 20F: 3 clusters Score -196150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (28941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Entering Unmasked Estep 
Score: -5408020.500000 Penalty: 2547.707764
	Iteration 0F: 2 clusters Score -5408020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -5388450.500000 Penalty: 5095.415527
	Iteration 0F: 3 clusters Score -5388450 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5395429.500000 Penalty: 5095.415527
	Iteration 1F: 3 clusters Score -5395430 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -5395833.000000 Penalty: 5095.415527
	Iteration 2Q: 3 clusters Score -5395833 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -5396159.500000 Penalty: 5095.415527
	Iteration 3Q: 3 clusters Score -5396160 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -5396357.000000 Penalty: 5095.415527
	Iteration 4Q: 3 clusters Score -5396357 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5396575.000000 Penalty: 5095.415527
	Iteration 5Q: 3 clusters Score -5396575 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5396804.000000 Penalty: 5095.415527
	Iteration 6Q: 3 clusters Score -5396804 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5397060.500000 Penalty: 5095.415527
	Iteration 7Q: 3 clusters Score -5397060 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5397432.000000 Penalty: 5095.415527
	Iteration 8Q: 3 clusters Score -5397432 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5397981.000000 Penalty: 5095.415527
	Iteration 9Q: 3 clusters Score -5397981 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5398784.000000 Penalty: 5095.415527
	Iteration 10Q: 3 clusters Score -5398784 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -5399895.500000 Penalty: 5095.415527
	Iteration 11F: 3 clusters Score -5399896 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5401278.500000 Penalty: 5095.415527
	Iteration 12F: 3 clusters Score -5401278 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -5402668.000000 Penalty: 5095.415527
	Iteration 13F: 3 clusters Score -5402668 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -5403803.500000 Penalty: 5095.415527
	Iteration 14Q: 3 clusters Score -5403804 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5404583.000000 Penalty: 5095.415527
	Iteration 15Q: 3 clusters Score -5404583 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5405057.500000 Penalty: 5095.415527
	Iteration 16Q: 3 clusters Score -5405058 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5405359.000000 Penalty: 5095.415527
	Iteration 17Q: 3 clusters Score -5405359 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -5405522.000000 Penalty: 5095.415527
	Iteration 18Q: 3 clusters Score -5405522 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -5405624.000000 Penalty: 5095.415527
	Iteration 19Q: 3 clusters Score -5405624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -5405681.500000 Penalty: 5095.415527
	Iteration 20F: 3 clusters Score -5405682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -5405711.000000 Penalty: 5095.415527
	Iteration 21Q: 3 clusters Score -5405711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -5405736.000000 Penalty: 5095.415527
	Iteration 22Q: 3 clusters Score -5405736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -5405744.500000 Penalty: 5095.415527
	Iteration 23Q: 3 clusters Score -5405744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -5405750.000000 Penalty: 5095.415527
	Iteration 24Q: 3 clusters Score -5405750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -5405760.000000 Penalty: 5095.415527
	Iteration 25Q: 3 clusters Score -5405760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -5405766.500000 Penalty: 5095.415527
	Iteration 26Q: 3 clusters Score -5405766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -5405780.500000 Penalty: 5095.415527
	Iteration 27Q: 3 clusters Score -5405780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5405787.500000 Penalty: 5095.415527
	Iteration 28Q: 3 clusters Score -5405788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5405790.000000 Penalty: 5095.415527
	Iteration 29Q: 3 clusters Score -5405790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5405789.500000 Penalty: 5095.415527
	Iteration 30Q: 3 clusters Score -5405790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5405789.500000 Penalty: 5095.415527
	Iteration 31F: 3 clusters Score -5405790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Entering Unmasked Estep 
Score: -378760.156250 Penalty: 1897.949097
	Iteration 0F: 2 clusters Score -378760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -376054.968750 Penalty: 3795.898193
	Iteration 0F: 3 clusters Score -376055 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -376541.343750 Penalty: 3795.898193
	Iteration 1F: 3 clusters Score -376541.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -376686.687500 Penalty: 3795.898193
	Iteration 2F: 3 clusters Score -376686.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -376808.687500 Penalty: 3795.898193
	Iteration 3F: 3 clusters Score -376808.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -376903.312500 Penalty: 3795.898193
	Iteration 4Q: 3 clusters Score -376903.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -376981.750000 Penalty: 3795.898193
	Iteration 5Q: 3 clusters Score -376981.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -377041.218750 Penalty: 3795.898193
	Iteration 6Q: 3 clusters Score -377041.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -377084.406250 Penalty: 3795.898193
	Iteration 7Q: 3 clusters Score -377084.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -377118.125000 Penalty: 3795.898193
	Iteration 8Q: 3 clusters Score -377118.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -377153.812500 Penalty: 3795.898193
	Iteration 9Q: 3 clusters Score -377153.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377187.281250 Penalty: 3795.898193
	Iteration 10Q: 3 clusters Score -377187.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -377216.281250 Penalty: 3795.898193
	Iteration 11Q: 3 clusters Score -377216.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -377247.218750 Penalty: 3795.898193
	Iteration 12Q: 3 clusters Score -377247.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -377279.843750 Penalty: 3795.898193
	Iteration 13Q: 3 clusters Score -377279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -377314.968750 Penalty: 3795.898193
	Iteration 14Q: 3 clusters Score -377315 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377353.218750 Penalty: 3795.898193
	Iteration 15Q: 3 clusters Score -377353.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -377385.187500 Penalty: 3795.898193
	Iteration 16Q: 3 clusters Score -377385.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -377408.906250 Penalty: 3795.898193
	Iteration 17Q: 3 clusters Score -377408.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -377428.062500 Penalty: 3795.898193
	Iteration 18Q: 3 clusters Score -377428.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -377448.250000 Penalty: 3795.898193
	Iteration 19Q: 3 clusters Score -377448.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -377460.031250 Penalty: 3795.898193
	Iteration 20F: 3 clusters Score -377460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -377468.843750 Penalty: 3795.898193
	Iteration 21Q: 3 clusters Score -377468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -377478.593750 Penalty: 3795.898193
	Iteration 22Q: 3 clusters Score -377478.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -377486.343750 Penalty: 3795.898193
	Iteration 23Q: 3 clusters Score -377486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -377493.281250 Penalty: 3795.898193
	Iteration 24Q: 3 clusters Score -377493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -377498.468750 Penalty: 3795.898193
	Iteration 25Q: 3 clusters Score -377498.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -377505.718750 Penalty: 3795.898193
	Iteration 26Q: 3 clusters Score -377505.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -377509.812500 Penalty: 3795.898193
	Iteration 27Q: 3 clusters Score -377509.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -377514.656250 Penalty: 3795.898193
	Iteration 28Q: 3 clusters Score -377514.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -377516.562500 Penalty: 3795.898193
	Iteration 29Q: 3 clusters Score -377516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -377518.156250 Penalty: 3795.898193
	Iteration 30Q: 3 clusters Score -377518.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -377519.687500 Penalty: 3795.898193
	Iteration 31Q: 3 clusters Score -377519.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -377521.250000 Penalty: 3795.898193
	Iteration 32Q: 3 clusters Score -377521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -377521.250000 Penalty: 3795.898193
	Iteration 33F: 3 clusters Score -377521.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (42138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Entering Unmasked Estep 
Score: -7881426.500000 Penalty: 2640.878906
	Iteration 0F: 2 clusters Score -7881426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -7853225.000000 Penalty: 5281.757812
	Iteration 0F: 3 clusters Score -7853225 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7863842.000000 Penalty: 5281.757812
	Iteration 1F: 3 clusters Score -7863842 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7864842.000000 Penalty: 5281.757812
	Iteration 2Q: 3 clusters Score -7864842 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -7866010.000000 Penalty: 5281.757812
	Iteration 3F: 3 clusters Score -7866010 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -7867590.500000 Penalty: 5281.757812
	Iteration 4F: 3 clusters Score -7867590 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -7869998.500000 Penalty: 5281.757812
	Iteration 5F: 3 clusters Score -7869998 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -7873249.500000 Penalty: 5281.757812
	Iteration 6F: 3 clusters Score -7873250 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -7876442.500000 Penalty: 5281.757812
	Iteration 7F: 3 clusters Score -7876442 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -7877974.000000 Penalty: 5281.757812
	Iteration 8F: 3 clusters Score -7877974 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -7878376.500000 Penalty: 5281.757812
	Iteration 9Q: 3 clusters Score -7878376 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -7878601.000000 Penalty: 5281.757812
	Iteration 10Q: 3 clusters Score -7878601 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -7878695.000000 Penalty: 5281.757812
	Iteration 11Q: 3 clusters Score -7878695 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -7878748.500000 Penalty: 5281.757812
	Iteration 12Q: 3 clusters Score -7878748 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -7878873.500000 Penalty: 5281.757812
	Iteration 13Q: 3 clusters Score -7878874 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -7878976.500000 Penalty: 5281.757812
	Iteration 14Q: 3 clusters Score -7878976 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -7879024.500000 Penalty: 5281.757812
	Iteration 15Q: 3 clusters Score -7879024 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -7879089.000000 Penalty: 5281.757812
	Iteration 16Q: 3 clusters Score -7879089 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -7879157.500000 Penalty: 5281.757812
	Iteration 17Q: 3 clusters Score -7879158 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -7879187.000000 Penalty: 5281.757812
	Iteration 18Q: 3 clusters Score -7879187 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -7879251.000000 Penalty: 5281.757812
	Iteration 19Q: 3 clusters Score -7879251 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -7879347.500000 Penalty: 5281.757812
	Iteration 20F: 3 clusters Score -7879348 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7879409.500000 Penalty: 5281.757812
	Iteration 21Q: 3 clusters Score -7879410 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -7879458.500000 Penalty: 5281.757812
	Iteration 22Q: 3 clusters Score -7879458 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -7879498.500000 Penalty: 5281.757812
	Iteration 23Q: 3 clusters Score -7879498 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7879542.000000 Penalty: 5281.757812
	Iteration 24Q: 3 clusters Score -7879542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -7879551.500000 Penalty: 5281.757812
	Iteration 25Q: 3 clusters Score -7879552 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -7879586.500000 Penalty: 5281.757812
	Iteration 26Q: 3 clusters Score -7879586 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -7879607.500000 Penalty: 5281.757812
	Iteration 27Q: 3 clusters Score -7879608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36584 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -7879615.000000 Penalty: 5281.757812
	Iteration 28Q: 3 clusters Score -7879615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -7879638.500000 Penalty: 5281.757812
	Iteration 29Q: 3 clusters Score -7879638 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7879657.500000 Penalty: 5281.757812
	Iteration 30Q: 3 clusters Score -7879658 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -7879676.000000 Penalty: 5281.757812
	Iteration 31Q: 3 clusters Score -7879676 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -7879696.000000 Penalty: 5281.757812
	Iteration 32Q: 3 clusters Score -7879696 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -7879723.500000 Penalty: 5281.757812
	Iteration 33Q: 3 clusters Score -7879724 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -7879728.500000 Penalty: 5281.757812
	Iteration 34Q: 3 clusters Score -7879728 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7879733.500000 Penalty: 5281.757812
	Iteration 35Q: 3 clusters Score -7879734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -7879779.500000 Penalty: 5281.757812
	Iteration 36Q: 3 clusters Score -7879780 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7879794.500000 Penalty: 5281.757812
	Iteration 37Q: 3 clusters Score -7879794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -7879810.500000 Penalty: 5281.757812
	Iteration 38Q: 3 clusters Score -7879810 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7879851.000000 Penalty: 5281.757812
	Iteration 39Q: 3 clusters Score -7879851 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7879896.500000 Penalty: 5281.757812
	Iteration 40F: 3 clusters Score -7879896 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -7879911.500000 Penalty: 5281.757812
	Iteration 41Q: 3 clusters Score -7879912 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -7879960.500000 Penalty: 5281.757812
	Iteration 42Q: 3 clusters Score -7879960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7879971.500000 Penalty: 5281.757812
	Iteration 43Q: 3 clusters Score -7879972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7879974.500000 Penalty: 5281.757812
	Iteration 44Q: 3 clusters Score -7879974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7879989.500000 Penalty: 5281.757812
	Iteration 45Q: 3 clusters Score -7879990 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7879995.000000 Penalty: 5281.757812
	Iteration 46Q: 3 clusters Score -7879995 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7880004.500000 Penalty: 5281.757812
	Iteration 47Q: 3 clusters Score -7880004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -7880028.000000 Penalty: 5281.757812
	Iteration 48Q: 3 clusters Score -7880028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7880017.000000 Penalty: 5281.757812
	Iteration 49Q: 3 clusters Score -7880017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7880022.500000 Penalty: 5281.757812
	Iteration 50Q: 3 clusters Score -7880022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7880026.000000 Penalty: 5281.757812
	Iteration 51Q: 3 clusters Score -7880026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7880042.500000 Penalty: 5281.757812
	Iteration 52Q: 3 clusters Score -7880042 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7880054.500000 Penalty: 5281.757812
	Iteration 53Q: 3 clusters Score -7880054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -7880038.000000 Penalty: 5281.757812
	Iteration 54Q: 3 clusters Score -7880038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7880051.000000 Penalty: 5281.757812
	Iteration 55Q: 3 clusters Score -7880051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7880046.500000 Penalty: 5281.757812
	Iteration 56Q: 3 clusters Score -7880046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7880051.000000 Penalty: 5281.757812
	Iteration 57Q: 3 clusters Score -7880051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7880054.000000 Penalty: 5281.757812
	Iteration 58Q: 3 clusters Score -7880054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7880052.000000 Penalty: 5281.757812
	Iteration 59Q: 3 clusters Score -7880052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7880053.000000 Penalty: 5281.757812
	Iteration 60F: 3 clusters Score -7880053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7880066.000000 Penalty: 5281.757812
	Iteration 61Q: 3 clusters Score -7880066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7880059.500000 Penalty: 5281.757812
	Iteration 62Q: 3 clusters Score -7880060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -7880056.500000 Penalty: 5281.757812
	Iteration 63Q: 3 clusters Score -7880056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -7880050.500000 Penalty: 5281.757812
	Iteration 64Q: 3 clusters Score -7880050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -7880055.000000 Penalty: 5281.757812
	Iteration 65Q: 3 clusters Score -7880055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7880043.500000 Penalty: 5281.757812
	Iteration 66Q: 3 clusters Score -7880044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7880049.500000 Penalty: 5281.757812
	Iteration 67Q: 3 clusters Score -7880050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7880050.000000 Penalty: 5281.757812
	Iteration 68Q: 3 clusters Score -7880050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7880049.000000 Penalty: 5281.757812
	Iteration 69Q: 3 clusters Score -7880049 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7880049.000000 Penalty: 5281.757812
	Iteration 70Q: 3 clusters Score -7880049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7880044.500000 Penalty: 5281.757812
	Iteration 71Q: 3 clusters Score -7880044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7880056.000000 Penalty: 5281.757812
	Iteration 72Q: 3 clusters Score -7880056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7880049.000000 Penalty: 5281.757812
	Iteration 73Q: 3 clusters Score -7880049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -7880053.000000 Penalty: 5281.757812
	Iteration 74Q: 3 clusters Score -7880053 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -7880068.500000 Penalty: 5281.757812
	Iteration 75Q: 3 clusters Score -7880068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -7880063.000000 Penalty: 5281.757812
	Iteration 76Q: 3 clusters Score -7880063 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7880079.500000 Penalty: 5281.757812
	Iteration 77Q: 3 clusters Score -7880080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7880075.500000 Penalty: 5281.757812
	Iteration 78Q: 3 clusters Score -7880076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7880079.000000 Penalty: 5281.757812
	Iteration 79Q: 3 clusters Score -7880079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7880091.000000 Penalty: 5281.757812
	Iteration 80F: 3 clusters Score -7880091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -7880091.000000 Penalty: 5281.757812
	Iteration 81Q: 3 clusters Score -7880091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7880078.500000 Penalty: 5281.757812
	Iteration 82Q: 3 clusters Score -7880078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7880083.500000 Penalty: 5281.757812
	Iteration 83Q: 3 clusters Score -7880084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -7880091.000000 Penalty: 5281.757812
	Iteration 84Q: 3 clusters Score -7880091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7880084.500000 Penalty: 5281.757812
	Iteration 85Q: 3 clusters Score -7880084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7880090.500000 Penalty: 5281.757812
	Iteration 86Q: 3 clusters Score -7880090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7880089.500000 Penalty: 5281.757812
	Iteration 87Q: 3 clusters Score -7880090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7880099.000000 Penalty: 5281.757812
	Iteration 88Q: 3 clusters Score -7880099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -7880093.000000 Penalty: 5281.757812
	Iteration 89Q: 3 clusters Score -7880093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -7880089.000000 Penalty: 5281.757812
	Iteration 90Q: 3 clusters Score -7880089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7880089.500000 Penalty: 5281.757812
	Iteration 91Q: 3 clusters Score -7880090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -7880096.000000 Penalty: 5281.757812
	Iteration 92Q: 3 clusters Score -7880096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -7880087.000000 Penalty: 5281.757812
	Iteration 93Q: 3 clusters Score -7880087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7880086.000000 Penalty: 5281.757812
	Iteration 94Q: 3 clusters Score -7880086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7880089.000000 Penalty: 5281.757812
	Iteration 95Q: 3 clusters Score -7880089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -7880088.500000 Penalty: 5281.757812
	Iteration 96Q: 3 clusters Score -7880088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7880098.500000 Penalty: 5281.757812
	Iteration 97Q: 3 clusters Score -7880098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7880098.000000 Penalty: 5281.757812
	Iteration 98Q: 3 clusters Score -7880098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -7880095.000000 Penalty: 5281.757812
	Iteration 99Q: 3 clusters Score -7880095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7880092.500000 Penalty: 5281.757812
	Iteration 100F: 3 clusters Score -7880092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7880098.000000 Penalty: 5281.757812
	Iteration 101Q: 3 clusters Score -7880098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7880100.500000 Penalty: 5281.757812
	Iteration 102Q: 3 clusters Score -7880100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7880102.500000 Penalty: 5281.757812
	Iteration 103Q: 3 clusters Score -7880102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -7880106.500000 Penalty: 5281.757812
	Iteration 104Q: 3 clusters Score -7880106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7880107.500000 Penalty: 5281.757812
	Iteration 105Q: 3 clusters Score -7880108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7880095.500000 Penalty: 5281.757812
	Iteration 106Q: 3 clusters Score -7880096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7880095.500000 Penalty: 5281.757812
	Iteration 107F: 3 clusters Score -7880096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Entering Unmasked Estep 
Score: -8090948.000000 Penalty: 2647.361572
	Iteration 0F: 2 clusters Score -8090948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -8062499.500000 Penalty: 5294.723145
	Iteration 0F: 3 clusters Score -8062500 nChanged 19833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8073570.500000 Penalty: 5294.723145
	Iteration 1F: 3 clusters Score -8073570 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8074507.500000 Penalty: 5294.723145
	Iteration 2Q: 3 clusters Score -8074508 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -8075890.000000 Penalty: 5294.723145
	Iteration 3F: 3 clusters Score -8075890 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -8078095.000000 Penalty: 5294.723145
	Iteration 4F: 3 clusters Score -8078095 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -8081034.000000 Penalty: 5294.723145
	Iteration 5F: 3 clusters Score -8081034 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -8084154.500000 Penalty: 5294.723145
	Iteration 6F: 3 clusters Score -8084154 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -8086566.500000 Penalty: 5294.723145
	Iteration 7F: 3 clusters Score -8086566 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8087968.500000 Penalty: 5294.723145
	Iteration 8Q: 3 clusters Score -8087968 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -8088721.000000 Penalty: 5294.723145
	Iteration 9Q: 3 clusters Score -8088721 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -8089053.000000 Penalty: 5294.723145
	Iteration 10Q: 3 clusters Score -8089053 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -8089251.500000 Penalty: 5294.723145
	Iteration 11Q: 3 clusters Score -8089252 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8089376.000000 Penalty: 5294.723145
	Iteration 12Q: 3 clusters Score -8089376 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8089447.000000 Penalty: 5294.723145
	Iteration 13Q: 3 clusters Score -8089447 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8089492.500000 Penalty: 5294.723145
	Iteration 14Q: 3 clusters Score -8089492 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8089541.000000 Penalty: 5294.723145
	Iteration 15Q: 3 clusters Score -8089541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8089550.500000 Penalty: 5294.723145
	Iteration 16Q: 3 clusters Score -8089550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8089548.500000 Penalty: 5294.723145
	Iteration 17Q: 3 clusters Score -8089548 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -8089562.500000 Penalty: 5294.723145
	Iteration 18Q: 3 clusters Score -8089562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -8089546.000000 Penalty: 5294.723145
	Iteration 19Q: 3 clusters Score -8089546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -8089540.500000 Penalty: 5294.723145
	Iteration 20F: 3 clusters Score -8089540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -8089526.000000 Penalty: 5294.723145
	Iteration 21Q: 3 clusters Score -8089526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -8089510.500000 Penalty: 5294.723145
	Iteration 22Q: 3 clusters Score -8089510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8089511.500000 Penalty: 5294.723145
	Iteration 23Q: 3 clusters Score -8089512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8089505.000000 Penalty: 5294.723145
	Iteration 24Q: 3 clusters Score -8089505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -8089510.500000 Penalty: 5294.723145
	Iteration 25Q: 3 clusters Score -8089510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -8089511.000000 Penalty: 5294.723145
	Iteration 26Q: 3 clusters Score -8089511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -8089519.500000 Penalty: 5294.723145
	Iteration 27Q: 3 clusters Score -8089520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -8089519.500000 Penalty: 5294.723145
	Iteration 28Q: 3 clusters Score -8089520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8089522.000000 Penalty: 5294.723145
	Iteration 29Q: 3 clusters Score -8089522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8089524.500000 Penalty: 5294.723145
	Iteration 30Q: 3 clusters Score -8089524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -8089526.500000 Penalty: 5294.723145
	Iteration 31Q: 3 clusters Score -8089526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -8089518.500000 Penalty: 5294.723145
	Iteration 32Q: 3 clusters Score -8089518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8089531.500000 Penalty: 5294.723145
	Iteration 33Q: 3 clusters Score -8089532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8089522.500000 Penalty: 5294.723145
	Iteration 34Q: 3 clusters Score -8089522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8089528.500000 Penalty: 5294.723145
	Iteration 35Q: 3 clusters Score -8089528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -8089526.000000 Penalty: 5294.723145
	Iteration 36Q: 3 clusters Score -8089526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8089528.500000 Penalty: 5294.723145
	Iteration 37Q: 3 clusters Score -8089528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -8089523.500000 Penalty: 5294.723145
	Iteration 38Q: 3 clusters Score -8089524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -8089519.000000 Penalty: 5294.723145
	Iteration 39Q: 3 clusters Score -8089519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8089528.000000 Penalty: 5294.723145
	Iteration 40F: 3 clusters Score -8089528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -8089527.500000 Penalty: 5294.723145
	Iteration 41Q: 3 clusters Score -8089528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8089536.500000 Penalty: 5294.723145
	Iteration 42Q: 3 clusters Score -8089536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -8089529.000000 Penalty: 5294.723145
	Iteration 43Q: 3 clusters Score -8089529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -8089524.000000 Penalty: 5294.723145
	Iteration 44Q: 3 clusters Score -8089524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -8089525.500000 Penalty: 5294.723145
	Iteration 45Q: 3 clusters Score -8089526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -8089525.000000 Penalty: 5294.723145
	Iteration 46Q: 3 clusters Score -8089525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8089525.000000 Penalty: 5294.723145
	Iteration 47Q: 3 clusters Score -8089525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8089526.000000 Penalty: 5294.723145
	Iteration 48Q: 3 clusters Score -8089526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8089533.000000 Penalty: 5294.723145
	Iteration 49Q: 3 clusters Score -8089533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8089527.000000 Penalty: 5294.723145
	Iteration 50Q: 3 clusters Score -8089527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8089525.500000 Penalty: 5294.723145
	Iteration 51Q: 3 clusters Score -8089526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8089525.500000 Penalty: 5294.723145
	Iteration 52F: 3 clusters Score -8089526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Entering Unmasked Estep 
Score: -61335.308594 Penalty: 1560.309204
	Iteration 0F: 2 clusters Score -61335.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59897.285156 Penalty: 3120.618408
	Iteration 0F: 3 clusters Score -59897.29 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -60224.671875 Penalty: 3120.618408
	Iteration 1F: 3 clusters Score -60224.67 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60400.882812 Penalty: 3120.618408
	Iteration 2F: 3 clusters Score -60400.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -60501.761719 Penalty: 3120.618408
	Iteration 3Q: 3 clusters Score -60501.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60559.406250 Penalty: 3120.618408
	Iteration 4Q: 3 clusters Score -60559.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -60614.855469 Penalty: 3120.618408
	Iteration 5Q: 3 clusters Score -60614.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60669.878906 Penalty: 3120.618408
	Iteration 6Q: 3 clusters Score -60669.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60720.453125 Penalty: 3120.618408
	Iteration 7Q: 3 clusters Score -60720.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60752.445312 Penalty: 3120.618408
	Iteration 8Q: 3 clusters Score -60752.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -60795.031250 Penalty: 3120.618408
	Iteration 9Q: 3 clusters Score -60795.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -60829.851562 Penalty: 3120.618408
	Iteration 10Q: 3 clusters Score -60829.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60849.847656 Penalty: 3120.618408
	Iteration 11Q: 3 clusters Score -60849.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60863.570312 Penalty: 3120.618408
	Iteration 12Q: 3 clusters Score -60863.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60865.726562 Penalty: 3120.618408
	Iteration 13Q: 3 clusters Score -60865.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60865.726562 Penalty: 3120.618408
	Iteration 14F: 3 clusters Score -60865.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (50098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Entering Unmasked Estep 
Score: -9378149.000000 Penalty: 2683.790527
	Iteration 0F: 2 clusters Score -9378149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9347886.000000 Penalty: 5367.581055
	Iteration 0F: 3 clusters Score -9347886 nChanged 23008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -9360735.000000 Penalty: 5367.581055
	Iteration 1F: 3 clusters Score -9360735 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9361255.000000 Penalty: 5367.581055
	Iteration 2Q: 3 clusters Score -9361255 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -9361774.000000 Penalty: 5367.581055
	Iteration 3Q: 3 clusters Score -9361774 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9362253.000000 Penalty: 5367.581055
	Iteration 4Q: 3 clusters Score -9362253 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -9362839.000000 Penalty: 5367.581055
	Iteration 5Q: 3 clusters Score -9362839 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -9363466.000000 Penalty: 5367.581055
	Iteration 6Q: 3 clusters Score -9363466 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -9364368.000000 Penalty: 5367.581055
	Iteration 7Q: 3 clusters Score -9364368 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -9365733.000000 Penalty: 5367.581055
	Iteration 8Q: 3 clusters Score -9365733 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -9368008.000000 Penalty: 5367.581055
	Iteration 9F: 3 clusters Score -9368008 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -9371312.000000 Penalty: 5367.581055
	Iteration 10F: 3 clusters Score -9371312 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -9374223.000000 Penalty: 5367.581055
	Iteration 11F: 3 clusters Score -9374223 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -9376038.000000 Penalty: 5367.581055
	Iteration 12Q: 3 clusters Score -9376038 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -9377058.000000 Penalty: 5367.581055
	Iteration 13Q: 3 clusters Score -9377058 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -9377826.000000 Penalty: 5367.581055
	Iteration 14Q: 3 clusters Score -9377826 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -9378377.000000 Penalty: 5367.581055
	Iteration 15Q: 3 clusters Score -9378377 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -9378695.000000 Penalty: 5367.581055
	Iteration 16Q: 3 clusters Score -9378695 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -9378843.000000 Penalty: 5367.581055
	Iteration 17Q: 3 clusters Score -9378843 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -9379011.000000 Penalty: 5367.581055
	Iteration 18Q: 3 clusters Score -9379011 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -9379079.000000 Penalty: 5367.581055
	Iteration 19Q: 3 clusters Score -9379079 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -9379142.000000 Penalty: 5367.581055
	Iteration 20F: 3 clusters Score -9379142 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -9379159.000000 Penalty: 5367.581055
	Iteration 21Q: 3 clusters Score -9379159 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -9379187.000000 Penalty: 5367.581055
	Iteration 22Q: 3 clusters Score -9379187 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -9379165.000000 Penalty: 5367.581055
	Iteration 23Q: 3 clusters Score -9379165 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -9379187.000000 Penalty: 5367.581055
	Iteration 24Q: 3 clusters Score -9379187 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -9379222.000000 Penalty: 5367.581055
	Iteration 25Q: 3 clusters Score -9379222 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -9379192.000000 Penalty: 5367.581055
	Iteration 26Q: 3 clusters Score -9379192 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -9379200.000000 Penalty: 5367.581055
	Iteration 27Q: 3 clusters Score -9379200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -9379213.000000 Penalty: 5367.581055
	Iteration 28Q: 3 clusters Score -9379213 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -9379206.000000 Penalty: 5367.581055
	Iteration 29Q: 3 clusters Score -9379206 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -9379196.000000 Penalty: 5367.581055
	Iteration 30Q: 3 clusters Score -9379196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -9379161.000000 Penalty: 5367.581055
	Iteration 31Q: 3 clusters Score -9379161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -9379180.000000 Penalty: 5367.581055
	Iteration 32Q: 3 clusters Score -9379180 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -9379184.000000 Penalty: 5367.581055
	Iteration 33Q: 3 clusters Score -9379184 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -9379169.000000 Penalty: 5367.581055
	Iteration 34Q: 3 clusters Score -9379169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -9379171.000000 Penalty: 5367.581055
	Iteration 35Q: 3 clusters Score -9379171 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -9379147.000000 Penalty: 5367.581055
	Iteration 36Q: 3 clusters Score -9379147 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -9379145.000000 Penalty: 5367.581055
	Iteration 37Q: 3 clusters Score -9379145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -9379118.000000 Penalty: 5367.581055
	Iteration 38Q: 3 clusters Score -9379118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -9379095.000000 Penalty: 5367.581055
	Iteration 39Q: 3 clusters Score -9379095 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -9379117.000000 Penalty: 5367.581055
	Iteration 40F: 3 clusters Score -9379117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -9379098.000000 Penalty: 5367.581055
	Iteration 41Q: 3 clusters Score -9379098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -9379101.000000 Penalty: 5367.581055
	Iteration 42Q: 3 clusters Score -9379101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -9379098.000000 Penalty: 5367.581055
	Iteration 43Q: 3 clusters Score -9379098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -9379095.000000 Penalty: 5367.581055
	Iteration 44Q: 3 clusters Score -9379095 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -9379072.000000 Penalty: 5367.581055
	Iteration 45Q: 3 clusters Score -9379072 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -9379053.000000 Penalty: 5367.581055
	Iteration 46Q: 3 clusters Score -9379053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -9379066.000000 Penalty: 5367.581055
	Iteration 47Q: 3 clusters Score -9379066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -9379042.000000 Penalty: 5367.581055
	Iteration 48Q: 3 clusters Score -9379042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -9379038.000000 Penalty: 5367.581055
	Iteration 49Q: 3 clusters Score -9379038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -9379014.000000 Penalty: 5367.581055
	Iteration 50Q: 3 clusters Score -9379014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -9379028.000000 Penalty: 5367.581055
	Iteration 51Q: 3 clusters Score -9379028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -9378989.000000 Penalty: 5367.581055
	Iteration 52Q: 3 clusters Score -9378989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -9378975.000000 Penalty: 5367.581055
	Iteration 53Q: 3 clusters Score -9378975 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -9378984.000000 Penalty: 5367.581055
	Iteration 54Q: 3 clusters Score -9378984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -9378983.000000 Penalty: 5367.581055
	Iteration 55Q: 3 clusters Score -9378983 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -9378971.000000 Penalty: 5367.581055
	Iteration 56Q: 3 clusters Score -9378971 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -9378956.000000 Penalty: 5367.581055
	Iteration 57Q: 3 clusters Score -9378956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -9378942.000000 Penalty: 5367.581055
	Iteration 58Q: 3 clusters Score -9378942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -9378934.000000 Penalty: 5367.581055
	Iteration 59Q: 3 clusters Score -9378934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -9378938.000000 Penalty: 5367.581055
	Iteration 60F: 3 clusters Score -9378938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -9378922.000000 Penalty: 5367.581055
	Iteration 61Q: 3 clusters Score -9378922 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -9378919.000000 Penalty: 5367.581055
	Iteration 62Q: 3 clusters Score -9378919 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -9378903.000000 Penalty: 5367.581055
	Iteration 63Q: 3 clusters Score -9378903 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -9378903.000000 Penalty: 5367.581055
	Iteration 64Q: 3 clusters Score -9378903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -9378892.000000 Penalty: 5367.581055
	Iteration 65Q: 3 clusters Score -9378892 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -9378877.000000 Penalty: 5367.581055
	Iteration 66Q: 3 clusters Score -9378877 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -9378864.000000 Penalty: 5367.581055
	Iteration 67Q: 3 clusters Score -9378864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -9378865.000000 Penalty: 5367.581055
	Iteration 68Q: 3 clusters Score -9378865 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -9378845.000000 Penalty: 5367.581055
	Iteration 69Q: 3 clusters Score -9378845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -9378866.000000 Penalty: 5367.581055
	Iteration 70Q: 3 clusters Score -9378866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -9378853.000000 Penalty: 5367.581055
	Iteration 71Q: 3 clusters Score -9378853 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -9378850.000000 Penalty: 5367.581055
	Iteration 72Q: 3 clusters Score -9378850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -9378815.000000 Penalty: 5367.581055
	Iteration 73Q: 3 clusters Score -9378815 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -9378803.000000 Penalty: 5367.581055
	Iteration 74Q: 3 clusters Score -9378803 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -9378814.000000 Penalty: 5367.581055
	Iteration 75Q: 3 clusters Score -9378814 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -9378794.000000 Penalty: 5367.581055
	Iteration 76Q: 3 clusters Score -9378794 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -9378770.000000 Penalty: 5367.581055
	Iteration 77Q: 3 clusters Score -9378770 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -9378754.000000 Penalty: 5367.581055
	Iteration 78Q: 3 clusters Score -9378754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -9378731.000000 Penalty: 5367.581055
	Iteration 79Q: 3 clusters Score -9378731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -9378741.000000 Penalty: 5367.581055
	Iteration 80F: 3 clusters Score -9378741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -9378741.000000 Penalty: 5367.581055
	Iteration 81Q: 3 clusters Score -9378741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -9378721.000000 Penalty: 5367.581055
	Iteration 82Q: 3 clusters Score -9378721 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -9378684.000000 Penalty: 5367.581055
	Iteration 83Q: 3 clusters Score -9378684 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -9378687.000000 Penalty: 5367.581055
	Iteration 84Q: 3 clusters Score -9378687 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -9378662.000000 Penalty: 5367.581055
	Iteration 85Q: 3 clusters Score -9378662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9378663.000000 Penalty: 5367.581055
	Iteration 86Q: 3 clusters Score -9378663 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -9378628.000000 Penalty: 5367.581055
	Iteration 87Q: 3 clusters Score -9378628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -9378598.000000 Penalty: 5367.581055
	Iteration 88Q: 3 clusters Score -9378598 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -9378583.000000 Penalty: 5367.581055
	Iteration 89Q: 3 clusters Score -9378583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -9378545.000000 Penalty: 5367.581055
	Iteration 90Q: 3 clusters Score -9378545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -9378523.000000 Penalty: 5367.581055
	Iteration 91Q: 3 clusters Score -9378523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -9378524.000000 Penalty: 5367.581055
	Iteration 92Q: 3 clusters Score -9378524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -9378495.000000 Penalty: 5367.581055
	Iteration 93Q: 3 clusters Score -9378495 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -9378463.000000 Penalty: 5367.581055
	Iteration 94Q: 3 clusters Score -9378463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -9378442.000000 Penalty: 5367.581055
	Iteration 95Q: 3 clusters Score -9378442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -9378430.000000 Penalty: 5367.581055
	Iteration 96Q: 3 clusters Score -9378430 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -9378431.000000 Penalty: 5367.581055
	Iteration 97Q: 3 clusters Score -9378431 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9378380.000000 Penalty: 5367.581055
	Iteration 98Q: 3 clusters Score -9378380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -9378356.000000 Penalty: 5367.581055
	Iteration 99Q: 3 clusters Score -9378356 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -9378329.000000 Penalty: 5367.581055
	Iteration 100F: 3 clusters Score -9378329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9378270.000000 Penalty: 5367.581055
	Iteration 101Q: 3 clusters Score -9378270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9378212.000000 Penalty: 5367.581055
	Iteration 102Q: 3 clusters Score -9378212 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -9378183.000000 Penalty: 5367.581055
	Iteration 103Q: 3 clusters Score -9378183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9378169.000000 Penalty: 5367.581055
	Iteration 104Q: 3 clusters Score -9378169 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -9378096.000000 Penalty: 5367.581055
	Iteration 105Q: 3 clusters Score -9378096 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9378047.000000 Penalty: 5367.581055
	Iteration 106Q: 3 clusters Score -9378047 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -9377976.000000 Penalty: 5367.581055
	Iteration 107Q: 3 clusters Score -9377976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -9377883.000000 Penalty: 5367.581055
	Iteration 108Q: 3 clusters Score -9377883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -9377780.000000 Penalty: 5367.581055
	Iteration 109Q: 3 clusters Score -9377780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9377692.000000 Penalty: 5367.581055
	Iteration 110Q: 3 clusters Score -9377692 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -9377571.000000 Penalty: 5367.581055
	Iteration 111Q: 3 clusters Score -9377571 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -9377484.000000 Penalty: 5367.581055
	Iteration 112Q: 3 clusters Score -9377484 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -9377395.000000 Penalty: 5367.581055
	Iteration 113Q: 3 clusters Score -9377395 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -9377271.000000 Penalty: 5367.581055
	Iteration 114Q: 3 clusters Score -9377271 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -9377195.000000 Penalty: 5367.581055
	Iteration 115Q: 3 clusters Score -9377195 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -9377093.000000 Penalty: 5367.581055
	Iteration 116Q: 3 clusters Score -9377093 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -9377012.000000 Penalty: 5367.581055
	Iteration 117Q: 3 clusters Score -9377012 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9376920.000000 Penalty: 5367.581055
	Iteration 118Q: 3 clusters Score -9376920 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9376817.000000 Penalty: 5367.581055
	Iteration 119Q: 3 clusters Score -9376817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -9376789.000000 Penalty: 5367.581055
	Iteration 120F: 3 clusters Score -9376789 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47358 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -9376711.000000 Penalty: 5367.581055
	Iteration 121Q: 3 clusters Score -9376711 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -9376644.000000 Penalty: 5367.581055
	Iteration 122Q: 3 clusters Score -9376644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -9376566.000000 Penalty: 5367.581055
	Iteration 123Q: 3 clusters Score -9376566 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -9376499.000000 Penalty: 5367.581055
	Iteration 124Q: 3 clusters Score -9376499 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9376457.000000 Penalty: 5367.581055
	Iteration 125Q: 3 clusters Score -9376457 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9376465.000000 Penalty: 5367.581055
	Iteration 126Q: 3 clusters Score -9376465 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9376430.000000 Penalty: 5367.581055
	Iteration 127Q: 3 clusters Score -9376430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9376445.000000 Penalty: 5367.581055
	Iteration 128Q: 3 clusters Score -9376445 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9376428.000000 Penalty: 5367.581055
	Iteration 129Q: 3 clusters Score -9376428 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9376391.000000 Penalty: 5367.581055
	Iteration 130Q: 3 clusters Score -9376391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9376372.000000 Penalty: 5367.581055
	Iteration 131Q: 3 clusters Score -9376372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9376368.000000 Penalty: 5367.581055
	Iteration 132Q: 3 clusters Score -9376368 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9376362.000000 Penalty: 5367.581055
	Iteration 133Q: 3 clusters Score -9376362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9376376.000000 Penalty: 5367.581055
	Iteration 134Q: 3 clusters Score -9376376 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -9376352.000000 Penalty: 5367.581055
	Iteration 135Q: 3 clusters Score -9376352 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9376337.000000 Penalty: 5367.581055
	Iteration 136Q: 3 clusters Score -9376337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9376318.000000 Penalty: 5367.581055
	Iteration 137Q: 3 clusters Score -9376318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9376313.000000 Penalty: 5367.581055
	Iteration 138Q: 3 clusters Score -9376313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9376317.000000 Penalty: 5367.581055
	Iteration 139Q: 3 clusters Score -9376317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9376307.000000 Penalty: 5367.581055
	Iteration 140F: 3 clusters Score -9376307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9376299.000000 Penalty: 5367.581055
	Iteration 141Q: 3 clusters Score -9376299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9376296.000000 Penalty: 5367.581055
	Iteration 142Q: 3 clusters Score -9376296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9376303.000000 Penalty: 5367.581055
	Iteration 143Q: 3 clusters Score -9376303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9376299.000000 Penalty: 5367.581055
	Iteration 144Q: 3 clusters Score -9376299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9376301.000000 Penalty: 5367.581055
	Iteration 145Q: 3 clusters Score -9376301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9376310.000000 Penalty: 5367.581055
	Iteration 146Q: 3 clusters Score -9376310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9376305.000000 Penalty: 5367.581055
	Iteration 147Q: 3 clusters Score -9376305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9376306.000000 Penalty: 5367.581055
	Iteration 148Q: 3 clusters Score -9376306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9376315.000000 Penalty: 5367.581055
	Iteration 149Q: 3 clusters Score -9376315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9376310.000000 Penalty: 5367.581055
	Iteration 150Q: 3 clusters Score -9376310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9376307.000000 Penalty: 5367.581055
	Iteration 151Q: 3 clusters Score -9376307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9376308.000000 Penalty: 5367.581055
	Iteration 152Q: 3 clusters Score -9376308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9376320.000000 Penalty: 5367.581055
	Iteration 153Q: 3 clusters Score -9376320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9376306.000000 Penalty: 5367.581055
	Iteration 154Q: 3 clusters Score -9376306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9376311.000000 Penalty: 5367.581055
	Iteration 155Q: 3 clusters Score -9376311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9376309.000000 Penalty: 5367.581055
	Iteration 156Q: 3 clusters Score -9376309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9376301.000000 Penalty: 5367.581055
	Iteration 157Q: 3 clusters Score -9376301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9376304.000000 Penalty: 5367.581055
	Iteration 158Q: 3 clusters Score -9376304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9376301.000000 Penalty: 5367.581055
	Iteration 159Q: 3 clusters Score -9376301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9376303.000000 Penalty: 5367.581055
	Iteration 160F: 3 clusters Score -9376303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (44965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Entering Unmasked Estep 
Score: -8484144.000000 Penalty: 2656.982422
	Iteration 0F: 2 clusters Score -8484144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8454526.000000 Penalty: 5313.964844
	Iteration 0F: 3 clusters Score -8454526 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8465701.000000 Penalty: 5313.964844
	Iteration 1F: 3 clusters Score -8465701 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -8466221.000000 Penalty: 5313.964844
	Iteration 2Q: 3 clusters Score -8466221 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8466761.000000 Penalty: 5313.964844
	Iteration 3Q: 3 clusters Score -8466761 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -8467253.000000 Penalty: 5313.964844
	Iteration 4Q: 3 clusters Score -8467253 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8467704.000000 Penalty: 5313.964844
	Iteration 5Q: 3 clusters Score -8467704 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -8468380.000000 Penalty: 5313.964844
	Iteration 6Q: 3 clusters Score -8468380 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8469361.000000 Penalty: 5313.964844
	Iteration 7Q: 3 clusters Score -8469361 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -8471030.000000 Penalty: 5313.964844
	Iteration 8F: 3 clusters Score -8471030 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -8473765.000000 Penalty: 5313.964844
	Iteration 9F: 3 clusters Score -8473765 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -8476832.000000 Penalty: 5313.964844
	Iteration 10F: 3 clusters Score -8476832 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -8478692.000000 Penalty: 5313.964844
	Iteration 11F: 3 clusters Score -8478692 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -8479574.000000 Penalty: 5313.964844
	Iteration 12Q: 3 clusters Score -8479574 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -8480096.000000 Penalty: 5313.964844
	Iteration 13Q: 3 clusters Score -8480096 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -8480455.000000 Penalty: 5313.964844
	Iteration 14Q: 3 clusters Score -8480455 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -8480742.000000 Penalty: 5313.964844
	Iteration 15Q: 3 clusters Score -8480742 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -8480973.000000 Penalty: 5313.964844
	Iteration 16Q: 3 clusters Score -8480973 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -8481047.000000 Penalty: 5313.964844
	Iteration 17Q: 3 clusters Score -8481047 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -8481114.000000 Penalty: 5313.964844
	Iteration 18Q: 3 clusters Score -8481114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -8481165.000000 Penalty: 5313.964844
	Iteration 19Q: 3 clusters Score -8481165 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -8481184.000000 Penalty: 5313.964844
	Iteration 20F: 3 clusters Score -8481184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -8481218.000000 Penalty: 5313.964844
	Iteration 21Q: 3 clusters Score -8481218 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -8481250.000000 Penalty: 5313.964844
	Iteration 22Q: 3 clusters Score -8481250 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -8481276.000000 Penalty: 5313.964844
	Iteration 23Q: 3 clusters Score -8481276 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -8481270.000000 Penalty: 5313.964844
	Iteration 24Q: 3 clusters Score -8481270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -8481273.000000 Penalty: 5313.964844
	Iteration 25Q: 3 clusters Score -8481273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -8481291.000000 Penalty: 5313.964844
	Iteration 26Q: 3 clusters Score -8481291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -8481291.000000 Penalty: 5313.964844
	Iteration 27Q: 3 clusters Score -8481291 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -8481302.000000 Penalty: 5313.964844
	Iteration 28Q: 3 clusters Score -8481302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8481315.000000 Penalty: 5313.964844
	Iteration 29Q: 3 clusters Score -8481315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -8481305.000000 Penalty: 5313.964844
	Iteration 30Q: 3 clusters Score -8481305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -8481323.000000 Penalty: 5313.964844
	Iteration 31Q: 3 clusters Score -8481323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -8481325.000000 Penalty: 5313.964844
	Iteration 32Q: 3 clusters Score -8481325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -8481330.000000 Penalty: 5313.964844
	Iteration 33Q: 3 clusters Score -8481330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -8481341.000000 Penalty: 5313.964844
	Iteration 34Q: 3 clusters Score -8481341 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8481334.000000 Penalty: 5313.964844
	Iteration 35Q: 3 clusters Score -8481334 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -8481352.000000 Penalty: 5313.964844
	Iteration 36Q: 3 clusters Score -8481352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8481346.000000 Penalty: 5313.964844
	Iteration 37Q: 3 clusters Score -8481346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -8481342.000000 Penalty: 5313.964844
	Iteration 38Q: 3 clusters Score -8481342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -8481343.000000 Penalty: 5313.964844
	Iteration 39Q: 3 clusters Score -8481343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8481355.000000 Penalty: 5313.964844
	Iteration 40F: 3 clusters Score -8481355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -8481357.000000 Penalty: 5313.964844
	Iteration 41Q: 3 clusters Score -8481357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8481364.000000 Penalty: 5313.964844
	Iteration 42Q: 3 clusters Score -8481364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -8481371.000000 Penalty: 5313.964844
	Iteration 43Q: 3 clusters Score -8481371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -8481379.000000 Penalty: 5313.964844
	Iteration 44Q: 3 clusters Score -8481379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -8481377.000000 Penalty: 5313.964844
	Iteration 45Q: 3 clusters Score -8481377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -8481377.000000 Penalty: 5313.964844
	Iteration 46Q: 3 clusters Score -8481377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8481379.000000 Penalty: 5313.964844
	Iteration 47Q: 3 clusters Score -8481379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -8481374.000000 Penalty: 5313.964844
	Iteration 48Q: 3 clusters Score -8481374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -8481391.000000 Penalty: 5313.964844
	Iteration 49Q: 3 clusters Score -8481391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -8481392.000000 Penalty: 5313.964844
	Iteration 50Q: 3 clusters Score -8481392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -8481385.000000 Penalty: 5313.964844
	Iteration 51Q: 3 clusters Score -8481385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -8481386.000000 Penalty: 5313.964844
	Iteration 52Q: 3 clusters Score -8481386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -8481391.000000 Penalty: 5313.964844
	Iteration 53Q: 3 clusters Score -8481391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -8481392.000000 Penalty: 5313.964844
	Iteration 54Q: 3 clusters Score -8481392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -8481397.000000 Penalty: 5313.964844
	Iteration 55Q: 3 clusters Score -8481397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -8481391.000000 Penalty: 5313.964844
	Iteration 56Q: 3 clusters Score -8481391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -8481397.000000 Penalty: 5313.964844
	Iteration 57Q: 3 clusters Score -8481397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -8481393.000000 Penalty: 5313.964844
	Iteration 58Q: 3 clusters Score -8481393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -8481383.000000 Penalty: 5313.964844
	Iteration 59Q: 3 clusters Score -8481383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -8481389.000000 Penalty: 5313.964844
	Iteration 60F: 3 clusters Score -8481389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -8481391.000000 Penalty: 5313.964844
	Iteration 61Q: 3 clusters Score -8481391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8481394.000000 Penalty: 5313.964844
	Iteration 62Q: 3 clusters Score -8481394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -8481396.000000 Penalty: 5313.964844
	Iteration 63Q: 3 clusters Score -8481396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -8481403.000000 Penalty: 5313.964844
	Iteration 64Q: 3 clusters Score -8481403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -8481408.000000 Penalty: 5313.964844
	Iteration 65Q: 3 clusters Score -8481408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -8481407.000000 Penalty: 5313.964844
	Iteration 66Q: 3 clusters Score -8481407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -8481407.000000 Penalty: 5313.964844
	Iteration 67F: 3 clusters Score -8481407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41267 members 
Mstep: Class 4 contains 17071 members 
Mstep: Class 5 contains 45188 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5495 members 
Mstep: Class 9 contains 56224 members 
Mstep: Class 10 contains 50928 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31467 members 
Mstep: Class 13 contains 43052 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 47610 members 
Mstep: Class 17 contains 48515 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8825 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26151 members 
Mstep: Class 23 contains 48375 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28941 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 42138 members 
Mstep: Class 28 contains 43254 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50098 members 
Mstep: Class 31 contains 44965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151776.000000 Penalty: 103966.859375
Iteration 479Q: 32 clusters Score -1.371518e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41309 members 
Mstep: Class 4 contains 17093 members 
Mstep: Class 5 contains 45194 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5499 members 
Mstep: Class 9 contains 56238 members 
Mstep: Class 10 contains 50936 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31458 members 
Mstep: Class 13 contains 43089 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 47626 members 
Mstep: Class 17 contains 48515 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8702 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26159 members 
Mstep: Class 23 contains 48360 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28946 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42142 members 
Mstep: Class 28 contains 43262 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 50037 members 
Mstep: Class 31 contains 44984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151696.000000 Penalty: 103966.859375
Iteration 480F: 32 clusters Score -1.371517e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47441 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41359 members 
Mstep: Class 4 contains 17110 members 
Mstep: Class 5 contains 45207 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5500 members 
Mstep: Class 9 contains 56317 members 
Mstep: Class 10 contains 50927 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31448 members 
Mstep: Class 13 contains 43112 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 47626 members 
Mstep: Class 17 contains 48509 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8586 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26164 members 
Mstep: Class 23 contains 48360 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28957 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 42148 members 
Mstep: Class 28 contains 43269 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49943 members 
Mstep: Class 31 contains 44997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151712.000000 Penalty: 103966.859375
Iteration 481Q: 32 clusters Score -1.371517e+08 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41404 members 
Mstep: Class 4 contains 17123 members 
Mstep: Class 5 contains 45215 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5508 members 
Mstep: Class 9 contains 56367 members 
Mstep: Class 10 contains 50895 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31437 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 48493 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8458 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26166 members 
Mstep: Class 23 contains 48387 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28968 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 42155 members 
Mstep: Class 28 contains 43285 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49851 members 
Mstep: Class 31 contains 45058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151584.000000 Penalty: 103966.859375
Iteration 482Q: 32 clusters Score -1.371516e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41425 members 
Mstep: Class 4 contains 17131 members 
Mstep: Class 5 contains 45230 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 56437 members 
Mstep: Class 10 contains 50878 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31425 members 
Mstep: Class 13 contains 43136 members 
Mstep: Class 14 contains 4785 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 47627 members 
Mstep: Class 17 contains 48471 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8318 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26169 members 
Mstep: Class 23 contains 48397 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28985 members 
Mstep: Class 26 contains 2110 members 
Mstep: Class 27 contains 42169 members 
Mstep: Class 28 contains 43301 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49751 members 
Mstep: Class 31 contains 45126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151552.000000 Penalty: 103966.859375
Iteration 483Q: 32 clusters Score -1.371516e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41453 members 
Mstep: Class 4 contains 17138 members 
Mstep: Class 5 contains 45237 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 56494 members 
Mstep: Class 10 contains 50872 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31412 members 
Mstep: Class 13 contains 43157 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 47629 members 
Mstep: Class 17 contains 48465 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8179 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26170 members 
Mstep: Class 23 contains 48413 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28998 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42175 members 
Mstep: Class 28 contains 43315 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49671 members 
Mstep: Class 31 contains 45159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151776.000000 Penalty: 103966.859375
Iteration 484Q: 32 clusters Score -1.371518e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41472 members 
Mstep: Class 4 contains 17143 members 
Mstep: Class 5 contains 45254 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5511 members 
Mstep: Class 9 contains 56589 members 
Mstep: Class 10 contains 50873 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31391 members 
Mstep: Class 13 contains 43190 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 47630 members 
Mstep: Class 17 contains 48467 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26169 members 
Mstep: Class 23 contains 48445 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 28996 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42183 members 
Mstep: Class 28 contains 43331 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49531 members 
Mstep: Class 31 contains 45213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151728.000000 Penalty: 103966.859375
Iteration 485Q: 32 clusters Score -1.371517e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41460 members 
Mstep: Class 4 contains 17156 members 
Mstep: Class 5 contains 45273 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 56687 members 
Mstep: Class 10 contains 50871 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31373 members 
Mstep: Class 13 contains 43212 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 47618 members 
Mstep: Class 17 contains 48468 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26164 members 
Mstep: Class 23 contains 48438 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29025 members 
Mstep: Class 26 contains 2109 members 
Mstep: Class 27 contains 42207 members 
Mstep: Class 28 contains 43348 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49431 members 
Mstep: Class 31 contains 45264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151632.000000 Penalty: 103966.859375
Iteration 486Q: 32 clusters Score -1.371516e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41469 members 
Mstep: Class 4 contains 17164 members 
Mstep: Class 5 contains 45283 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5516 members 
Mstep: Class 9 contains 56760 members 
Mstep: Class 10 contains 50858 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31372 members 
Mstep: Class 13 contains 43225 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 47608 members 
Mstep: Class 17 contains 48453 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7775 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26158 members 
Mstep: Class 23 contains 48437 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29056 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42243 members 
Mstep: Class 28 contains 43365 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49350 members 
Mstep: Class 31 contains 45325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151840.000000 Penalty: 103966.859375
Iteration 487Q: 32 clusters Score -1.371518e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41475 members 
Mstep: Class 4 contains 17181 members 
Mstep: Class 5 contains 45288 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5519 members 
Mstep: Class 9 contains 56813 members 
Mstep: Class 10 contains 50880 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31360 members 
Mstep: Class 13 contains 43242 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4806 members 
Mstep: Class 16 contains 47603 members 
Mstep: Class 17 contains 48447 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26157 members 
Mstep: Class 23 contains 48436 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29080 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42263 members 
Mstep: Class 28 contains 43387 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49324 members 
Mstep: Class 31 contains 45333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151840.000000 Penalty: 103966.859375
Iteration 488Q: 32 clusters Score -1.371518e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41477 members 
Mstep: Class 4 contains 17194 members 
Mstep: Class 5 contains 45289 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 56870 members 
Mstep: Class 10 contains 50910 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31346 members 
Mstep: Class 13 contains 43251 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 47574 members 
Mstep: Class 17 contains 48435 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7452 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26154 members 
Mstep: Class 23 contains 48451 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29102 members 
Mstep: Class 26 contains 2108 members 
Mstep: Class 27 contains 42291 members 
Mstep: Class 28 contains 43417 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49326 members 
Mstep: Class 31 contains 45341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151472.000000 Penalty: 103966.859375
Iteration 489Q: 32 clusters Score -1.371515e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41487 members 
Mstep: Class 4 contains 17221 members 
Mstep: Class 5 contains 45293 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 56914 members 
Mstep: Class 10 contains 50911 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31320 members 
Mstep: Class 13 contains 43274 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 47555 members 
Mstep: Class 17 contains 48427 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7274 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26149 members 
Mstep: Class 23 contains 48522 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29120 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 42315 members 
Mstep: Class 28 contains 43436 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49339 members 
Mstep: Class 31 contains 45327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151600.000000 Penalty: 103966.859375
Iteration 490Q: 32 clusters Score -1.371516e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47621 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41500 members 
Mstep: Class 4 contains 17231 members 
Mstep: Class 5 contains 45291 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1053 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 56969 members 
Mstep: Class 10 contains 50922 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 47552 members 
Mstep: Class 17 contains 48429 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 7108 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 778 members 
Mstep: Class 22 contains 26152 members 
Mstep: Class 23 contains 48551 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29120 members 
Mstep: Class 26 contains 2107 members 
Mstep: Class 27 contains 42346 members 
Mstep: Class 28 contains 43447 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49332 members 
Mstep: Class 31 contains 45331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151360.000000 Penalty: 103966.859375
Iteration 491Q: 32 clusters Score -1.371514e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41498 members 
Mstep: Class 4 contains 17254 members 
Mstep: Class 5 contains 45307 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 57056 members 
Mstep: Class 10 contains 50892 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 31275 members 
Mstep: Class 13 contains 43315 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 47542 members 
Mstep: Class 17 contains 48419 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 779 members 
Mstep: Class 22 contains 26155 members 
Mstep: Class 23 contains 48576 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29131 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 42373 members 
Mstep: Class 28 contains 43468 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49283 members 
Mstep: Class 31 contains 45345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151440.000000 Penalty: 103966.859375
Iteration 492Q: 32 clusters Score -1.371514e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47629 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41510 members 
Mstep: Class 4 contains 17276 members 
Mstep: Class 5 contains 45322 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 57096 members 
Mstep: Class 10 contains 50883 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 31265 members 
Mstep: Class 13 contains 43329 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 47545 members 
Mstep: Class 17 contains 48411 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 26152 members 
Mstep: Class 23 contains 48597 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29144 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42396 members 
Mstep: Class 28 contains 43485 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49232 members 
Mstep: Class 31 contains 45390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151456.000000 Penalty: 103966.859375
Iteration 493Q: 32 clusters Score -1.371515e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41520 members 
Mstep: Class 4 contains 17309 members 
Mstep: Class 5 contains 45337 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 57092 members 
Mstep: Class 10 contains 50891 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31249 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 47568 members 
Mstep: Class 17 contains 48430 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26156 members 
Mstep: Class 23 contains 48593 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29148 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42432 members 
Mstep: Class 28 contains 43491 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49160 members 
Mstep: Class 31 contains 45442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151552.000000 Penalty: 103966.859375
Iteration 494Q: 32 clusters Score -1.371516e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41521 members 
Mstep: Class 4 contains 17338 members 
Mstep: Class 5 contains 45344 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5520 members 
Mstep: Class 9 contains 57125 members 
Mstep: Class 10 contains 50967 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31236 members 
Mstep: Class 13 contains 43371 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47580 members 
Mstep: Class 17 contains 48430 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6625 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26152 members 
Mstep: Class 23 contains 48622 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29144 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 42436 members 
Mstep: Class 28 contains 43506 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 49045 members 
Mstep: Class 31 contains 45480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151440.000000 Penalty: 103966.859375
Iteration 495Q: 32 clusters Score -1.371514e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41535 members 
Mstep: Class 4 contains 17372 members 
Mstep: Class 5 contains 45364 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5523 members 
Mstep: Class 9 contains 57201 members 
Mstep: Class 10 contains 50996 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31214 members 
Mstep: Class 13 contains 43407 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47587 members 
Mstep: Class 17 contains 48441 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6499 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26142 members 
Mstep: Class 23 contains 48630 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29141 members 
Mstep: Class 26 contains 2105 members 
Mstep: Class 27 contains 42451 members 
Mstep: Class 28 contains 43510 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48908 members 
Mstep: Class 31 contains 45536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151280.000000 Penalty: 103966.859375
Iteration 496Q: 32 clusters Score -1.371513e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41556 members 
Mstep: Class 4 contains 17397 members 
Mstep: Class 5 contains 45370 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 57266 members 
Mstep: Class 10 contains 51016 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31201 members 
Mstep: Class 13 contains 43428 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47617 members 
Mstep: Class 17 contains 48459 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26142 members 
Mstep: Class 23 contains 48608 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29134 members 
Mstep: Class 26 contains 2104 members 
Mstep: Class 27 contains 42465 members 
Mstep: Class 28 contains 43512 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48752 members 
Mstep: Class 31 contains 45644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151472.000000 Penalty: 103966.859375
Iteration 497Q: 32 clusters Score -1.371515e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41586 members 
Mstep: Class 4 contains 17427 members 
Mstep: Class 5 contains 45375 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5532 members 
Mstep: Class 9 contains 57326 members 
Mstep: Class 10 contains 51024 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31180 members 
Mstep: Class 13 contains 43454 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 47650 members 
Mstep: Class 17 contains 48483 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6225 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26147 members 
Mstep: Class 23 contains 48596 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29127 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 42474 members 
Mstep: Class 28 contains 43505 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48568 members 
Mstep: Class 31 contains 45776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151232.000000 Penalty: 103966.859375
Iteration 498Q: 32 clusters Score -1.371512e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41608 members 
Mstep: Class 4 contains 17460 members 
Mstep: Class 5 contains 45382 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 57328 members 
Mstep: Class 10 contains 51048 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31157 members 
Mstep: Class 13 contains 43477 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 47683 members 
Mstep: Class 17 contains 48512 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 6104 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 26148 members 
Mstep: Class 23 contains 48583 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29132 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 42502 members 
Mstep: Class 28 contains 43499 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48412 members 
Mstep: Class 31 contains 45878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150880.000000 Penalty: 103966.859375
Iteration 499Q: 32 clusters Score -1.371509e+08 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 314 members 
Mstep: Class 3 contains 41625 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 45402 members 
Mstep: Class 6 contains 633 members 
Mstep: Class 7 contains 1054 members 
Mstep: Class 8 contains 5537 members 
Mstep: Class 9 contains 57305 members 
Mstep: Class 10 contains 51056 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 31135 members 
Mstep: Class 13 contains 43497 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 47718 members 
Mstep: Class 17 contains 48525 members 
Mstep: Class 18 contains 308 members 
Mstep: Class 19 contains 5969 members 
Mstep: Class 20 contains 624 members 
Mstep: Class 21 contains 780 members 
Mstep: Class 22 contains 26148 members 
Mstep: Class 23 contains 48581 members 
Mstep: Class 24 contains 1200 members 
Mstep: Class 25 contains 29149 members 
Mstep: Class 26 contains 2101 members 
Mstep: Class 27 contains 42525 members 
Mstep: Class 28 contains 43499 members 
Mstep: Class 29 contains 540 members 
Mstep: Class 30 contains 48255 members 
Mstep: Class 31 contains 46000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150400.000000 Penalty: 103966.859375
Iteration 500F: 32 clusters Score -1.371504e+08 nChanged 1693
Maximum iterations exceeded
--- Evaluating fit on full set of 2239757 points ---
Entering Unmasked Estep 
Score: -417141184.000000 Penalty: 112412.992188
21->32 Clusters: Score -417141184.000000, best is -417180192.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 35614 members 
Mstep: Class 3 contains 35174 members 
Mstep: Class 4 contains 35634 members 
Mstep: Class 5 contains 35088 members 
Mstep: Class 6 contains 35726 members 
Mstep: Class 7 contains 35184 members 
Mstep: Class 8 contains 35731 members 
Mstep: Class 9 contains 35727 members 
Mstep: Class 10 contains 35526 members 
Mstep: Class 11 contains 35581 members 
Mstep: Class 12 contains 35442 members 
Mstep: Class 13 contains 35671 members 
Mstep: Class 14 contains 35707 members 
Mstep: Class 15 contains 35736 members 
Mstep: Class 16 contains 35663 members 
Mstep: Class 17 contains 35670 members 
Mstep: Class 18 contains 35642 members 
Mstep: Class 19 contains 35095 members 
Mstep: Class 20 contains 35758 members 
Mstep: Class 21 contains 35629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1965.655640 but Gain 3353.773438
Score: -130895208.000000 Penalty: 67075.390625
Iteration 0F: 21 clusters Score -1.308952e+08 nChanged 710685
Entering Unmasked Mstep 
Mstep: Class 0 contains 1581 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 11062 members 
Mstep: Class 3 contains 69022 members 
Mstep: Class 4 contains 21898 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 8923 members 
Mstep: Class 7 contains 4355 members 
Mstep: Class 8 contains 17360 members 
Mstep: Class 9 contains 4017 members 
Mstep: Class 10 contains 19773 members 
Mstep: Class 11 contains 7685 members 
Mstep: Class 12 contains 5914 members 
Mstep: Class 13 contains 8532 members 
Mstep: Class 14 contains 458643 members 
Mstep: Class 15 contains 11408 members 
Mstep: Class 17 contains 36587 members 
Mstep: Class 18 contains 17338 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 7532 members 
Mstep: Class 21 contains 6115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1337.860596 but Gain 3353.765625
Score: -135169856.000000 Penalty: 63721.625000
Iteration 1F: 20 clusters Score -1.351699e+08 nChanged 346688
Entering Unmasked Mstep 
Mstep: Class 0 contains 1234 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 191395 members 
Mstep: Class 4 contains 16913 members 
Mstep: Class 5 contains 681 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 7 contains 3168 members 
Mstep: Class 8 contains 22679 members 
Mstep: Class 10 contains 43699 members 
Mstep: Class 11 contains 4146 members 
Mstep: Class 12 contains 3026 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 263462 members 
Mstep: Class 15 contains 4206 members 
Mstep: Class 17 contains 137224 members 
Mstep: Class 18 contains 18848 members 
Mstep: Class 19 contains 3950 members 
Mstep: Class 20 contains 2481 members 
Mstep: Class 21 contains 5415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1833.489258 but Gain 3353.769531
Score: -135650928.000000 Penalty: 60367.855469
Iteration 2F: 19 clusters Score -1.356509e+08 nChanged 268351
Entering Unmasked Mstep 
Mstep: Class 0 contains 827 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 3 contains 169580 members 
Mstep: Class 4 contains 25482 members 
Mstep: Class 5 contains 480 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 3092 members 
Mstep: Class 8 contains 39017 members 
Mstep: Class 10 contains 111335 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 4380 members 
Mstep: Class 13 contains 3078 members 
Mstep: Class 14 contains 151178 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 17 contains 156772 members 
Mstep: Class 18 contains 31914 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 2966 members 
Mstep: Class 21 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -135930656.000000 Penalty: 60367.855469
Iteration 3F: 19 clusters Score -1.359307e+08 nChanged 208646
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 3 contains 133424 members 
Mstep: Class 4 contains 37818 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 2403 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 72282 members 
Mstep: Class 10 contains 119493 members 
Mstep: Class 11 contains 8671 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 3180 members 
Mstep: Class 14 contains 122511 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 17 contains 130096 members 
Mstep: Class 18 contains 53836 members 
Mstep: Class 19 contains 3495 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 3328.629639 but Gain 3353.769531
Score: -136157280.000000 Penalty: 57014.085938
Iteration 4F: 18 clusters Score -1.361573e+08 nChanged 194320
Entering Unmasked Mstep 
Mstep: Class 0 contains 477 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 3 contains 91602 members 
Mstep: Class 4 contains 51287 members 
Mstep: Class 5 contains 551 members 
Mstep: Class 6 contains 2343 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 8 contains 128922 members 
Mstep: Class 10 contains 88095 members 
Mstep: Class 11 contains 9856 members 
Mstep: Class 12 contains 10332 members 
Mstep: Class 13 contains 3465 members 
Mstep: Class 14 contains 99780 members 
Mstep: Class 15 contains 6595 members 
Mstep: Class 17 contains 108327 members 
Mstep: Class 18 contains 83230 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 12819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136368288.000000 Penalty: 57014.085938
Iteration 5F: 18 clusters Score -1.363683e+08 nChanged 187499
Entering Unmasked Mstep 
Mstep: Class 0 contains 405 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 3 contains 90665 members 
Mstep: Class 4 contains 64279 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 68158 members 
Mstep: Class 10 contains 92725 members 
Mstep: Class 11 contains 10432 members 
Mstep: Class 12 contains 14596 members 
Mstep: Class 13 contains 3931 members 
Mstep: Class 14 contains 97812 members 
Mstep: Class 15 contains 7813 members 
Mstep: Class 17 contains 109197 members 
Mstep: Class 18 contains 105845 members 
Mstep: Class 20 contains 4064 members 
Mstep: Class 21 contains 16944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136482832.000000 Penalty: 57014.085938
Iteration 6F: 18 clusters Score -1.364828e+08 nChanged 138330
Entering Unmasked Mstep 
Mstep: Class 0 contains 356 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 3 contains 82111 members 
Mstep: Class 4 contains 83738 members 
Mstep: Class 5 contains 828 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 2626 members 
Mstep: Class 8 contains 82713 members 
Mstep: Class 10 contains 79530 members 
Mstep: Class 11 contains 10333 members 
Mstep: Class 12 contains 19611 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 87585 members 
Mstep: Class 15 contains 10024 members 
Mstep: Class 17 contains 99701 members 
Mstep: Class 18 contains 80952 members 
Mstep: Class 20 contains 5574 members 
Mstep: Class 21 contains 22232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136610128.000000 Penalty: 57014.085938
Iteration 7F: 18 clusters Score -1.366101e+08 nChanged 110167
Entering Unmasked Mstep 
Mstep: Class 0 contains 306 members 
Mstep: Class 1 contains 86524 members 
Mstep: Class 3 contains 72414 members 
Mstep: Class 4 contains 90559 members 
Mstep: Class 5 contains 1068 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 73020 members 
Mstep: Class 10 contains 69489 members 
Mstep: Class 11 contains 9130 members 
Mstep: Class 12 contains 25561 members 
Mstep: Class 13 contains 5042 members 
Mstep: Class 14 contains 83725 members 
Mstep: Class 15 contains 11790 members 
Mstep: Class 17 contains 99087 members 
Mstep: Class 18 contains 79145 members 
Mstep: Class 20 contains 7766 members 
Mstep: Class 21 contains 27320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136658464.000000 Penalty: 57014.085938
Iteration 8F: 18 clusters Score -1.366585e+08 nChanged 105208
Entering Unmasked Mstep 
Mstep: Class 0 contains 268 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 3 contains 68851 members 
Mstep: Class 4 contains 89877 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 2083 members 
Mstep: Class 8 contains 67240 members 
Mstep: Class 10 contains 66002 members 
Mstep: Class 11 contains 7485 members 
Mstep: Class 12 contains 33095 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 78237 members 
Mstep: Class 15 contains 13517 members 
Mstep: Class 17 contains 96215 members 
Mstep: Class 18 contains 75910 members 
Mstep: Class 20 contains 10857 members 
Mstep: Class 21 contains 34285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136697408.000000 Penalty: 57014.085938
Iteration 9F: 18 clusters Score -1.366974e+08 nChanged 88819
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 3 contains 65233 members 
Mstep: Class 4 contains 88791 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 1751 members 
Mstep: Class 8 contains 64398 members 
Mstep: Class 10 contains 63051 members 
Mstep: Class 11 contains 6089 members 
Mstep: Class 12 contains 42620 members 
Mstep: Class 13 contains 6371 members 
Mstep: Class 14 contains 73497 members 
Mstep: Class 15 contains 15267 members 
Mstep: Class 17 contains 93961 members 
Mstep: Class 18 contains 77072 members 
Mstep: Class 20 contains 14007 members 
Mstep: Class 21 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136755952.000000 Penalty: 57014.085938
Iteration 10F: 18 clusters Score -1.36756e+08 nChanged 77306
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 83754 members 
Mstep: Class 3 contains 61225 members 
Mstep: Class 4 contains 86304 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 61633 members 
Mstep: Class 10 contains 59373 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 53621 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 67433 members 
Mstep: Class 15 contains 17080 members 
Mstep: Class 17 contains 90435 members 
Mstep: Class 18 contains 75566 members 
Mstep: Class 20 contains 16585 members 
Mstep: Class 21 contains 55369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136796912.000000 Penalty: 57014.085938
Iteration 11F: 18 clusters Score -1.367969e+08 nChanged 78577
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 81854 members 
Mstep: Class 3 contains 56757 members 
Mstep: Class 4 contains 84719 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 58947 members 
Mstep: Class 10 contains 54996 members 
Mstep: Class 11 contains 5070 members 
Mstep: Class 12 contains 65654 members 
Mstep: Class 13 contains 6588 members 
Mstep: Class 14 contains 60716 members 
Mstep: Class 15 contains 18730 members 
Mstep: Class 17 contains 86878 members 
Mstep: Class 18 contains 71593 members 
Mstep: Class 20 contains 18794 members 
Mstep: Class 21 contains 69056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136826752.000000 Penalty: 57014.085938
Iteration 12F: 18 clusters Score -1.368268e+08 nChanged 72180
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 80630 members 
Mstep: Class 3 contains 53449 members 
Mstep: Class 4 contains 83698 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56955 members 
Mstep: Class 10 contains 51565 members 
Mstep: Class 11 contains 4908 members 
Mstep: Class 12 contains 75470 members 
Mstep: Class 13 contains 6535 members 
Mstep: Class 14 contains 58038 members 
Mstep: Class 15 contains 20430 members 
Mstep: Class 17 contains 84511 members 
Mstep: Class 18 contains 68269 members 
Mstep: Class 20 contains 20929 members 
Mstep: Class 21 contains 75026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136848384.000000 Penalty: 57014.085938
Iteration 13F: 18 clusters Score -1.368484e+08 nChanged 59095
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 3 contains 52772 members 
Mstep: Class 4 contains 82585 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 2429 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 56215 members 
Mstep: Class 10 contains 50783 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 80857 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 57659 members 
Mstep: Class 15 contains 22105 members 
Mstep: Class 17 contains 82100 members 
Mstep: Class 18 contains 67032 members 
Mstep: Class 20 contains 23006 members 
Mstep: Class 21 contains 74859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136864160.000000 Penalty: 57014.085938
Iteration 14F: 18 clusters Score -1.368642e+08 nChanged 48981
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 78371 members 
Mstep: Class 3 contains 53250 members 
Mstep: Class 4 contains 81049 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 1297 members 
Mstep: Class 8 contains 55813 members 
Mstep: Class 10 contains 51332 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 82617 members 
Mstep: Class 13 contains 6521 members 
Mstep: Class 14 contains 58276 members 
Mstep: Class 15 contains 23869 members 
Mstep: Class 17 contains 80312 members 
Mstep: Class 18 contains 67091 members 
Mstep: Class 20 contains 25107 members 
Mstep: Class 21 contains 72236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136878448.000000 Penalty: 57014.085938
Iteration 15F: 18 clusters Score -1.368784e+08 nChanged 41189
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 77943 members 
Mstep: Class 3 contains 53977 members 
Mstep: Class 4 contains 79682 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 55433 members 
Mstep: Class 10 contains 51877 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 82469 members 
Mstep: Class 13 contains 6510 members 
Mstep: Class 14 contains 58901 members 
Mstep: Class 15 contains 25881 members 
Mstep: Class 17 contains 78973 members 
Mstep: Class 18 contains 67439 members 
Mstep: Class 20 contains 27101 members 
Mstep: Class 21 contains 69803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136889104.000000 Penalty: 57014.085938
Iteration 16F: 18 clusters Score -1.368891e+08 nChanged 35097
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 77505 members 
Mstep: Class 3 contains 55140 members 
Mstep: Class 4 contains 78308 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 1239 members 
Mstep: Class 8 contains 55330 members 
Mstep: Class 10 contains 52266 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 81975 members 
Mstep: Class 13 contains 6503 members 
Mstep: Class 14 contains 59538 members 
Mstep: Class 15 contains 28031 members 
Mstep: Class 17 contains 77583 members 
Mstep: Class 18 contains 67749 members 
Mstep: Class 20 contains 29010 members 
Mstep: Class 21 contains 67196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136898464.000000 Penalty: 57014.085938
Iteration 17Q: 18 clusters Score -1.368985e+08 nChanged 30393
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 3 contains 56094 members 
Mstep: Class 4 contains 76867 members 
Mstep: Class 5 contains 2120 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 1216 members 
Mstep: Class 8 contains 55348 members 
Mstep: Class 10 contains 52508 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 81515 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 60359 members 
Mstep: Class 15 contains 30448 members 
Mstep: Class 17 contains 76145 members 
Mstep: Class 18 contains 67871 members 
Mstep: Class 20 contains 30847 members 
Mstep: Class 21 contains 64808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136906384.000000 Penalty: 57014.085938
Iteration 18Q: 18 clusters Score -1.369064e+08 nChanged 26590
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 76469 members 
Mstep: Class 3 contains 57071 members 
Mstep: Class 4 contains 75599 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1196 members 
Mstep: Class 8 contains 55363 members 
Mstep: Class 10 contains 52221 members 
Mstep: Class 11 contains 4217 members 
Mstep: Class 12 contains 81047 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 61244 members 
Mstep: Class 15 contains 33099 members 
Mstep: Class 17 contains 74887 members 
Mstep: Class 18 contains 67545 members 
Mstep: Class 20 contains 32562 members 
Mstep: Class 21 contains 62870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136913792.000000 Penalty: 57014.085938
Iteration 19Q: 18 clusters Score -1.369138e+08 nChanged 23759
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 75972 members 
Mstep: Class 3 contains 57810 members 
Mstep: Class 4 contains 74117 members 
Mstep: Class 5 contains 2012 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 1183 members 
Mstep: Class 8 contains 55382 members 
Mstep: Class 10 contains 52000 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 80569 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 61930 members 
Mstep: Class 15 contains 36005 members 
Mstep: Class 17 contains 73693 members 
Mstep: Class 18 contains 67092 members 
Mstep: Class 20 contains 34168 members 
Mstep: Class 21 contains 61461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136920432.000000 Penalty: 57014.085938
Iteration 20F: 18 clusters Score -1.369204e+08 nChanged 21853
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 75415 members 
Mstep: Class 3 contains 58262 members 
Mstep: Class 4 contains 72775 members 
Mstep: Class 5 contains 1990 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 1165 members 
Mstep: Class 8 contains 55461 members 
Mstep: Class 10 contains 51828 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 80095 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 62617 members 
Mstep: Class 15 contains 39228 members 
Mstep: Class 17 contains 72445 members 
Mstep: Class 18 contains 66297 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 60389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136927152.000000 Penalty: 57014.085938
Iteration 21Q: 18 clusters Score -1.369272e+08 nChanged 20585
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 3 contains 58448 members 
Mstep: Class 4 contains 71557 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 55591 members 
Mstep: Class 10 contains 51596 members 
Mstep: Class 11 contains 4013 members 
Mstep: Class 12 contains 79631 members 
Mstep: Class 13 contains 6156 members 
Mstep: Class 14 contains 63247 members 
Mstep: Class 15 contains 42853 members 
Mstep: Class 17 contains 71141 members 
Mstep: Class 18 contains 65320 members 
Mstep: Class 20 contains 36759 members 
Mstep: Class 21 contains 59516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136932048.000000 Penalty: 57014.085938
Iteration 22Q: 18 clusters Score -1.36932e+08 nChanged 19274
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 3 contains 58428 members 
Mstep: Class 4 contains 70008 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 1130 members 
Mstep: Class 8 contains 55857 members 
Mstep: Class 10 contains 51421 members 
Mstep: Class 11 contains 3989 members 
Mstep: Class 12 contains 79172 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 63714 members 
Mstep: Class 15 contains 46803 members 
Mstep: Class 17 contains 69673 members 
Mstep: Class 18 contains 64654 members 
Mstep: Class 20 contains 37799 members 
Mstep: Class 21 contains 58730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136936480.000000 Penalty: 57014.085938
Iteration 23Q: 18 clusters Score -1.369365e+08 nChanged 19502
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 74160 members 
Mstep: Class 3 contains 58236 members 
Mstep: Class 4 contains 68272 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 1123 members 
Mstep: Class 8 contains 56232 members 
Mstep: Class 10 contains 51363 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 78648 members 
Mstep: Class 13 contains 5806 members 
Mstep: Class 14 contains 63998 members 
Mstep: Class 15 contains 51573 members 
Mstep: Class 17 contains 68001 members 
Mstep: Class 18 contains 63982 members 
Mstep: Class 20 contains 38738 members 
Mstep: Class 21 contains 57883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136939952.000000 Penalty: 57014.085938
Iteration 24Q: 18 clusters Score -1.3694e+08 nChanged 19835
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 3 contains 57689 members 
Mstep: Class 4 contains 66195 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 1121 members 
Mstep: Class 8 contains 56785 members 
Mstep: Class 10 contains 51432 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 78412 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 64425 members 
Mstep: Class 15 contains 56388 members 
Mstep: Class 17 contains 66075 members 
Mstep: Class 18 contains 63433 members 
Mstep: Class 20 contains 39528 members 
Mstep: Class 21 contains 57161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942640.000000 Penalty: 57014.085938
Iteration 25Q: 18 clusters Score -1.369426e+08 nChanged 19006
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 3 contains 57573 members 
Mstep: Class 4 contains 64193 members 
Mstep: Class 5 contains 1860 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 57517 members 
Mstep: Class 10 contains 51692 members 
Mstep: Class 11 contains 3907 members 
Mstep: Class 12 contains 78526 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 65105 members 
Mstep: Class 15 contains 59080 members 
Mstep: Class 17 contains 64238 members 
Mstep: Class 18 contains 63317 members 
Mstep: Class 20 contains 40117 members 
Mstep: Class 21 contains 56649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136943728.000000 Penalty: 57014.085938
Iteration 26Q: 18 clusters Score -1.369437e+08 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 3 contains 58131 members 
Mstep: Class 4 contains 62719 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 2696 members 
Mstep: Class 7 contains 1116 members 
Mstep: Class 8 contains 58536 members 
Mstep: Class 10 contains 52078 members 
Mstep: Class 11 contains 3878 members 
Mstep: Class 12 contains 78883 members 
Mstep: Class 13 contains 5256 members 
Mstep: Class 14 contains 65737 members 
Mstep: Class 15 contains 59378 members 
Mstep: Class 17 contains 62455 members 
Mstep: Class 18 contains 63431 members 
Mstep: Class 20 contains 40587 members 
Mstep: Class 21 contains 56439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136944992.000000 Penalty: 57014.085938
Iteration 27Q: 18 clusters Score -1.36945e+08 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 73188 members 
Mstep: Class 3 contains 59147 members 
Mstep: Class 4 contains 61711 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 59860 members 
Mstep: Class 10 contains 52524 members 
Mstep: Class 11 contains 3854 members 
Mstep: Class 12 contains 79346 members 
Mstep: Class 13 contains 5086 members 
Mstep: Class 14 contains 66240 members 
Mstep: Class 15 contains 58126 members 
Mstep: Class 17 contains 60676 members 
Mstep: Class 18 contains 63637 members 
Mstep: Class 20 contains 41006 members 
Mstep: Class 21 contains 56455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136945664.000000 Penalty: 57014.085938
Iteration 28Q: 18 clusters Score -1.369457e+08 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 72960 members 
Mstep: Class 3 contains 60318 members 
Mstep: Class 4 contains 61082 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 61154 members 
Mstep: Class 10 contains 53036 members 
Mstep: Class 11 contains 3837 members 
Mstep: Class 12 contains 79666 members 
Mstep: Class 13 contains 4943 members 
Mstep: Class 14 contains 66660 members 
Mstep: Class 15 contains 56483 members 
Mstep: Class 17 contains 58916 members 
Mstep: Class 18 contains 63933 members 
Mstep: Class 20 contains 41317 members 
Mstep: Class 21 contains 56547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136946896.000000 Penalty: 57014.085938
Iteration 29Q: 18 clusters Score -1.369469e+08 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 3 contains 61273 members 
Mstep: Class 4 contains 60526 members 
Mstep: Class 5 contains 1837 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 62418 members 
Mstep: Class 10 contains 53512 members 
Mstep: Class 11 contains 3819 members 
Mstep: Class 12 contains 79909 members 
Mstep: Class 13 contains 4814 members 
Mstep: Class 14 contains 67176 members 
Mstep: Class 15 contains 55018 members 
Mstep: Class 17 contains 57186 members 
Mstep: Class 18 contains 64064 members 
Mstep: Class 20 contains 41586 members 
Mstep: Class 21 contains 56718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136947712.000000 Penalty: 57014.085938
Iteration 30Q: 18 clusters Score -1.369477e+08 nChanged 12238
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 72706 members 
Mstep: Class 3 contains 62039 members 
Mstep: Class 4 contains 60000 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2740 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 63637 members 
Mstep: Class 10 contains 53988 members 
Mstep: Class 11 contains 3800 members 
Mstep: Class 12 contains 80086 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 67638 members 
Mstep: Class 15 contains 53770 members 
Mstep: Class 17 contains 55549 members 
Mstep: Class 18 contains 64201 members 
Mstep: Class 20 contains 41772 members 
Mstep: Class 21 contains 56959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136949520.000000 Penalty: 57014.085938
Iteration 31Q: 18 clusters Score -1.369495e+08 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 3 contains 62579 members 
Mstep: Class 4 contains 59488 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2746 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 64790 members 
Mstep: Class 10 contains 54336 members 
Mstep: Class 11 contains 3788 members 
Mstep: Class 12 contains 80238 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 68040 members 
Mstep: Class 15 contains 52909 members 
Mstep: Class 17 contains 54065 members 
Mstep: Class 18 contains 64348 members 
Mstep: Class 20 contains 41909 members 
Mstep: Class 21 contains 57247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136950640.000000 Penalty: 57014.085938
Iteration 32Q: 18 clusters Score -1.369506e+08 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 72304 members 
Mstep: Class 3 contains 63035 members 
Mstep: Class 4 contains 59058 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 65898 members 
Mstep: Class 10 contains 54562 members 
Mstep: Class 11 contains 3775 members 
Mstep: Class 12 contains 80315 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 68520 members 
Mstep: Class 15 contains 52239 members 
Mstep: Class 17 contains 52735 members 
Mstep: Class 18 contains 64405 members 
Mstep: Class 20 contains 41986 members 
Mstep: Class 21 contains 57512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136952064.000000 Penalty: 57014.085938
Iteration 33Q: 18 clusters Score -1.369521e+08 nChanged 11258
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 71990 members 
Mstep: Class 3 contains 63401 members 
Mstep: Class 4 contains 58618 members 
Mstep: Class 5 contains 1833 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 66950 members 
Mstep: Class 10 contains 54695 members 
Mstep: Class 11 contains 3757 members 
Mstep: Class 12 contains 80332 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 68999 members 
Mstep: Class 15 contains 51717 members 
Mstep: Class 17 contains 51670 members 
Mstep: Class 18 contains 64518 members 
Mstep: Class 20 contains 41976 members 
Mstep: Class 21 contains 57794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136953216.000000 Penalty: 57014.085938
Iteration 34Q: 18 clusters Score -1.369532e+08 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 71653 members 
Mstep: Class 3 contains 63781 members 
Mstep: Class 4 contains 58239 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 67929 members 
Mstep: Class 10 contains 54859 members 
Mstep: Class 11 contains 3740 members 
Mstep: Class 12 contains 80283 members 
Mstep: Class 13 contains 4329 members 
Mstep: Class 14 contains 69291 members 
Mstep: Class 15 contains 51329 members 
Mstep: Class 17 contains 50791 members 
Mstep: Class 18 contains 64591 members 
Mstep: Class 20 contains 41926 members 
Mstep: Class 21 contains 58092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136953696.000000 Penalty: 57014.085938
Iteration 35Q: 18 clusters Score -1.369537e+08 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 71342 members 
Mstep: Class 3 contains 64222 members 
Mstep: Class 4 contains 57834 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 68856 members 
Mstep: Class 10 contains 54890 members 
Mstep: Class 11 contains 3723 members 
Mstep: Class 12 contains 80227 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 69576 members 
Mstep: Class 15 contains 50987 members 
Mstep: Class 17 contains 50085 members 
Mstep: Class 18 contains 64675 members 
Mstep: Class 20 contains 41870 members 
Mstep: Class 21 contains 58320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136954528.000000 Penalty: 57014.085938
Iteration 36Q: 18 clusters Score -1.369545e+08 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 71078 members 
Mstep: Class 3 contains 64542 members 
Mstep: Class 4 contains 57484 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2762 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 69587 members 
Mstep: Class 10 contains 54833 members 
Mstep: Class 11 contains 3706 members 
Mstep: Class 12 contains 80193 members 
Mstep: Class 13 contains 4126 members 
Mstep: Class 14 contains 69824 members 
Mstep: Class 15 contains 50748 members 
Mstep: Class 17 contains 49605 members 
Mstep: Class 18 contains 64840 members 
Mstep: Class 20 contains 41764 members 
Mstep: Class 21 contains 58497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136955584.000000 Penalty: 57014.085938
Iteration 37Q: 18 clusters Score -1.369556e+08 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70702 members 
Mstep: Class 3 contains 64919 members 
Mstep: Class 4 contains 57214 members 
Mstep: Class 5 contains 1829 members 
Mstep: Class 6 contains 2765 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 70263 members 
Mstep: Class 10 contains 54708 members 
Mstep: Class 11 contains 3677 members 
Mstep: Class 12 contains 80114 members 
Mstep: Class 13 contains 4035 members 
Mstep: Class 14 contains 70005 members 
Mstep: Class 15 contains 50627 members 
Mstep: Class 17 contains 49200 members 
Mstep: Class 18 contains 65001 members 
Mstep: Class 20 contains 41607 members 
Mstep: Class 21 contains 58754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136956528.000000 Penalty: 57014.085938
Iteration 38Q: 18 clusters Score -1.369565e+08 nChanged 9854
Entering ConstructFrom: 
Score: -136956528.000000 Penalty: 57014.085938
Entering ConstructFrom: 
Trying to split cluster 1 (70317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70317 members 
Entering Unmasked Estep 
Score: -13089978.000000 Penalty: 2767.870605
	Iteration 0F: 2 clusters Score -1.308998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -13057433.000000 Penalty: 5535.741211
	Iteration 0F: 3 clusters Score -1.305743e+07 nChanged 32956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -13075667.000000 Penalty: 5535.741211
	Iteration 1F: 3 clusters Score -1.307567e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -13076486.000000 Penalty: 5535.741211
	Iteration 2Q: 3 clusters Score -1.307649e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -13077503.000000 Penalty: 5535.741211
	Iteration 3Q: 3 clusters Score -1.30775e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -13078884.000000 Penalty: 5535.741211
	Iteration 4Q: 3 clusters Score -1.307888e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -13080614.000000 Penalty: 5535.741211
	Iteration 5F: 3 clusters Score -1.308061e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -13082297.000000 Penalty: 5535.741211
	Iteration 6F: 3 clusters Score -1.30823e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -13082592.000000 Penalty: 5535.741211
	Iteration 7F: 3 clusters Score -1.308259e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55695 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -13083656.000000 Penalty: 5535.741211
	Iteration 8F: 3 clusters Score -1.308366e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -13084751.000000 Penalty: 5535.741211
	Iteration 9Q: 3 clusters Score -1.308475e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -13085582.000000 Penalty: 5535.741211
	Iteration 10Q: 3 clusters Score -1.308558e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -13086186.000000 Penalty: 5535.741211
	Iteration 11Q: 3 clusters Score -1.308619e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -13086664.000000 Penalty: 5535.741211
	Iteration 12Q: 3 clusters Score -1.308666e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53884 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -13087288.000000 Penalty: 5535.741211
	Iteration 13Q: 3 clusters Score -1.308729e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -13087909.000000 Penalty: 5535.741211
	Iteration 14Q: 3 clusters Score -1.308791e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -13088641.000000 Penalty: 5535.741211
	Iteration 15Q: 3 clusters Score -1.308864e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -13089495.000000 Penalty: 5535.741211
	Iteration 16Q: 3 clusters Score -1.30895e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -13090034.000000 Penalty: 5535.741211
	Iteration 17Q: 3 clusters Score -1.309003e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -13090497.000000 Penalty: 5535.741211
	Iteration 18Q: 3 clusters Score -1.30905e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -13091145.000000 Penalty: 5535.741211
	Iteration 19Q: 3 clusters Score -1.309114e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -13091687.000000 Penalty: 5535.741211
	Iteration 20F: 3 clusters Score -1.309169e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -13091947.000000 Penalty: 5535.741211
	Iteration 21Q: 3 clusters Score -1.309195e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -13092104.000000 Penalty: 5535.741211
	Iteration 22Q: 3 clusters Score -1.30921e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -13092329.000000 Penalty: 5535.741211
	Iteration 23Q: 3 clusters Score -1.309233e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -13092511.000000 Penalty: 5535.741211
	Iteration 24Q: 3 clusters Score -1.309251e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -13092718.000000 Penalty: 5535.741211
	Iteration 25Q: 3 clusters Score -1.309272e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -13092926.000000 Penalty: 5535.741211
	Iteration 26Q: 3 clusters Score -1.309293e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -13093161.000000 Penalty: 5535.741211
	Iteration 27Q: 3 clusters Score -1.309316e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -13093367.000000 Penalty: 5535.741211
	Iteration 28Q: 3 clusters Score -1.309337e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -13093573.000000 Penalty: 5535.741211
	Iteration 29Q: 3 clusters Score -1.309357e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -13093721.000000 Penalty: 5535.741211
	Iteration 30Q: 3 clusters Score -1.309372e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -13093886.000000 Penalty: 5535.741211
	Iteration 31Q: 3 clusters Score -1.309389e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -13094045.000000 Penalty: 5535.741211
	Iteration 32Q: 3 clusters Score -1.309404e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -13094111.000000 Penalty: 5535.741211
	Iteration 33Q: 3 clusters Score -1.309411e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -13094245.000000 Penalty: 5535.741211
	Iteration 34Q: 3 clusters Score -1.309424e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -13094411.000000 Penalty: 5535.741211
	Iteration 35Q: 3 clusters Score -1.309441e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -13094542.000000 Penalty: 5535.741211
	Iteration 36Q: 3 clusters Score -1.309454e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -13094713.000000 Penalty: 5535.741211
	Iteration 37Q: 3 clusters Score -1.309471e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -13094894.000000 Penalty: 5535.741211
	Iteration 38Q: 3 clusters Score -1.309489e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -13095080.000000 Penalty: 5535.741211
	Iteration 39Q: 3 clusters Score -1.309508e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -13095309.000000 Penalty: 5535.741211
	Iteration 40F: 3 clusters Score -1.309531e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 34929 members 
Entering Unmasked Estep 
Score: -13095606.000000 Penalty: 5535.741211
	Iteration 41Q: 3 clusters Score -1.309561e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -13095945.000000 Penalty: 5535.741211
	Iteration 42Q: 3 clusters Score -1.309594e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -13096279.000000 Penalty: 5535.741211
	Iteration 43Q: 3 clusters Score -1.309628e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -13096538.000000 Penalty: 5535.741211
	Iteration 44Q: 3 clusters Score -1.309654e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -13096889.000000 Penalty: 5535.741211
	Iteration 45Q: 3 clusters Score -1.309689e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -13097197.000000 Penalty: 5535.741211
	Iteration 46Q: 3 clusters Score -1.30972e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -13097475.000000 Penalty: 5535.741211
	Iteration 47Q: 3 clusters Score -1.309748e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -13097659.000000 Penalty: 5535.741211
	Iteration 48Q: 3 clusters Score -1.309766e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -13097940.000000 Penalty: 5535.741211
	Iteration 49Q: 3 clusters Score -1.309794e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -13098091.000000 Penalty: 5535.741211
	Iteration 50Q: 3 clusters Score -1.309809e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -13098176.000000 Penalty: 5535.741211
	Iteration 51Q: 3 clusters Score -1.309818e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -13098244.000000 Penalty: 5535.741211
	Iteration 52Q: 3 clusters Score -1.309824e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -13098181.000000 Penalty: 5535.741211
	Iteration 53Q: 3 clusters Score -1.309818e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -13098090.000000 Penalty: 5535.741211
	Iteration 54Q: 3 clusters Score -1.309809e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -13097809.000000 Penalty: 5535.741211
	Iteration 55Q: 3 clusters Score -1.309781e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 51194 members 
Entering Unmasked Estep 
Score: -13097193.000000 Penalty: 5535.741211
	Iteration 56Q: 3 clusters Score -1.309719e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -13096639.000000 Penalty: 5535.741211
	Iteration 57Q: 3 clusters Score -1.309664e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -13096127.000000 Penalty: 5535.741211
	Iteration 58Q: 3 clusters Score -1.309613e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -13095711.000000 Penalty: 5535.741211
	Iteration 59Q: 3 clusters Score -1.309571e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -13096042.000000 Penalty: 5535.741211
	Iteration 60F: 3 clusters Score -1.309604e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 56705 members 
Entering Unmasked Estep 
Score: -13095527.000000 Penalty: 5535.741211
	Iteration 61Q: 3 clusters Score -1.309553e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -13094857.000000 Penalty: 5535.741211
	Iteration 62Q: 3 clusters Score -1.309486e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 58971 members 
Entering Unmasked Estep 
Score: -13094247.000000 Penalty: 5535.741211
	Iteration 63Q: 3 clusters Score -1.309425e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -13093826.000000 Penalty: 5535.741211
	Iteration 64Q: 3 clusters Score -1.309383e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -13093283.000000 Penalty: 5535.741211
	Iteration 65Q: 3 clusters Score -1.309328e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -13092801.000000 Penalty: 5535.741211
	Iteration 66Q: 3 clusters Score -1.30928e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -13092371.000000 Penalty: 5535.741211
	Iteration 67Q: 3 clusters Score -1.309237e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 62471 members 
Entering Unmasked Estep 
Score: -13091980.000000 Penalty: 5535.741211
	Iteration 68Q: 3 clusters Score -1.309198e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 62957 members 
Entering Unmasked Estep 
Score: -13091694.000000 Penalty: 5535.741211
	Iteration 69Q: 3 clusters Score -1.309169e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 63419 members 
Entering Unmasked Estep 
Score: -13091508.000000 Penalty: 5535.741211
	Iteration 70Q: 3 clusters Score -1.309151e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
Score: -13091360.000000 Penalty: 5535.741211
	Iteration 71Q: 3 clusters Score -1.309136e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 64131 members 
Entering Unmasked Estep 
Score: -13091168.000000 Penalty: 5535.741211
	Iteration 72Q: 3 clusters Score -1.309117e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 64463 members 
Entering Unmasked Estep 
Score: -13091027.000000 Penalty: 5535.741211
	Iteration 73Q: 3 clusters Score -1.309103e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 64787 members 
Entering Unmasked Estep 
Score: -13090838.000000 Penalty: 5535.741211
	Iteration 74Q: 3 clusters Score -1.309084e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 65093 members 
Entering Unmasked Estep 
Score: -13090741.000000 Penalty: 5535.741211
	Iteration 75Q: 3 clusters Score -1.309074e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -13090645.000000 Penalty: 5535.741211
	Iteration 76Q: 3 clusters Score -1.309064e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 65680 members 
Entering Unmasked Estep 
Score: -13090533.000000 Penalty: 5535.741211
	Iteration 77Q: 3 clusters Score -1.309053e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -13090416.000000 Penalty: 5535.741211
	Iteration 78Q: 3 clusters Score -1.309042e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 66215 members 
Entering Unmasked Estep 
Score: -13090297.000000 Penalty: 5535.741211
	Iteration 79Q: 3 clusters Score -1.30903e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -13090248.000000 Penalty: 5535.741211
	Iteration 80F: 3 clusters Score -1.309025e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -13090162.000000 Penalty: 5535.741211
	Iteration 81Q: 3 clusters Score -1.309016e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -13090051.000000 Penalty: 5535.741211
	Iteration 82Q: 3 clusters Score -1.309005e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 67183 members 
Entering Unmasked Estep 
Score: -13089950.000000 Penalty: 5535.741211
	Iteration 83Q: 3 clusters Score -1.308995e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 67404 members 
Entering Unmasked Estep 
Score: -13089917.000000 Penalty: 5535.741211
	Iteration 84Q: 3 clusters Score -1.308992e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -13089800.000000 Penalty: 5535.741211
	Iteration 85Q: 3 clusters Score -1.30898e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -13089689.000000 Penalty: 5535.741211
	Iteration 86Q: 3 clusters Score -1.308969e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -13089617.000000 Penalty: 5535.741211
	Iteration 87Q: 3 clusters Score -1.308962e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -13089548.000000 Penalty: 5535.741211
	Iteration 88Q: 3 clusters Score -1.308955e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -13089464.000000 Penalty: 5535.741211
	Iteration 89Q: 3 clusters Score -1.308946e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -13089409.000000 Penalty: 5535.741211
	Iteration 90Q: 3 clusters Score -1.308941e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
Score: -13089382.000000 Penalty: 5535.741211
	Iteration 91Q: 3 clusters Score -1.308938e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 68399 members 
Entering Unmasked Estep 
Score: -13089349.000000 Penalty: 5535.741211
	Iteration 92Q: 3 clusters Score -1.308935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 68473 members 
Entering Unmasked Estep 
Score: -13089301.000000 Penalty: 5535.741211
	Iteration 93Q: 3 clusters Score -1.30893e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 68537 members 
Entering Unmasked Estep 
Score: -13089273.000000 Penalty: 5535.741211
	Iteration 94Q: 3 clusters Score -1.308927e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 68584 members 
Entering Unmasked Estep 
Score: -13089256.000000 Penalty: 5535.741211
	Iteration 95Q: 3 clusters Score -1.308926e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -13089222.000000 Penalty: 5535.741211
	Iteration 96Q: 3 clusters Score -1.308922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 68657 members 
Entering Unmasked Estep 
Score: -13089193.000000 Penalty: 5535.741211
	Iteration 97Q: 3 clusters Score -1.308919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -13089175.000000 Penalty: 5535.741211
	Iteration 98Q: 3 clusters Score -1.308918e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 68721 members 
Entering Unmasked Estep 
Score: -13089187.000000 Penalty: 5535.741211
	Iteration 99Q: 3 clusters Score -1.308919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 68742 members 
Entering Unmasked Estep 
Score: -13089162.000000 Penalty: 5535.741211
	Iteration 100F: 3 clusters Score -1.308916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 68759 members 
Entering Unmasked Estep 
Score: -13089158.000000 Penalty: 5535.741211
	Iteration 101Q: 3 clusters Score -1.308916e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 68780 members 
Entering Unmasked Estep 
Score: -13089144.000000 Penalty: 5535.741211
	Iteration 102Q: 3 clusters Score -1.308914e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 68791 members 
Entering Unmasked Estep 
Score: -13089126.000000 Penalty: 5535.741211
	Iteration 103Q: 3 clusters Score -1.308913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 68800 members 
Entering Unmasked Estep 
Score: -13089109.000000 Penalty: 5535.741211
	Iteration 104Q: 3 clusters Score -1.308911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 68804 members 
Entering Unmasked Estep 
Score: -13089099.000000 Penalty: 5535.741211
	Iteration 105Q: 3 clusters Score -1.30891e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 68812 members 
Entering Unmasked Estep 
Score: -13089094.000000 Penalty: 5535.741211
	Iteration 106Q: 3 clusters Score -1.308909e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -13089096.000000 Penalty: 5535.741211
	Iteration 107Q: 3 clusters Score -1.30891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 68819 members 
Entering Unmasked Estep 
Score: -13089092.000000 Penalty: 5535.741211
	Iteration 108Q: 3 clusters Score -1.308909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 68823 members 
Entering Unmasked Estep 
Score: -13089072.000000 Penalty: 5535.741211
	Iteration 109Q: 3 clusters Score -1.308907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -13089067.000000 Penalty: 5535.741211
	Iteration 110Q: 3 clusters Score -1.308907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 68830 members 
Entering Unmasked Estep 
Score: -13089056.000000 Penalty: 5535.741211
	Iteration 111Q: 3 clusters Score -1.308906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 68832 members 
Entering Unmasked Estep 
Score: -13089067.000000 Penalty: 5535.741211
	Iteration 112Q: 3 clusters Score -1.308907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 68836 members 
Entering Unmasked Estep 
Score: -13089062.000000 Penalty: 5535.741211
	Iteration 113Q: 3 clusters Score -1.308906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 68842 members 
Entering Unmasked Estep 
Score: -13089058.000000 Penalty: 5535.741211
	Iteration 114Q: 3 clusters Score -1.308906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -13089061.000000 Penalty: 5535.741211
	Iteration 115Q: 3 clusters Score -1.308906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -13089059.000000 Penalty: 5535.741211
	Iteration 116Q: 3 clusters Score -1.308906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 68847 members 
Entering Unmasked Estep 
Score: -13089059.000000 Penalty: 5535.741211
	Iteration 117F: 3 clusters Score -1.308906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (65247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Entering Unmasked Estep 
Score: -12344620.000000 Penalty: 2749.312012
	Iteration 0F: 2 clusters Score -1.234462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -12319497.000000 Penalty: 5498.624023
	Iteration 0F: 3 clusters Score -1.23195e+07 nChanged 30313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -12336347.000000 Penalty: 5498.624023
	Iteration 1F: 3 clusters Score -1.233635e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -12337208.000000 Penalty: 5498.624023
	Iteration 2Q: 3 clusters Score -1.233721e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -12337871.000000 Penalty: 5498.624023
	Iteration 3Q: 3 clusters Score -1.233787e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -12338728.000000 Penalty: 5498.624023
	Iteration 4Q: 3 clusters Score -1.233873e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -12339659.000000 Penalty: 5498.624023
	Iteration 5Q: 3 clusters Score -1.233966e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -12340856.000000 Penalty: 5498.624023
	Iteration 6Q: 3 clusters Score -1.234086e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -12342661.000000 Penalty: 5498.624023
	Iteration 7Q: 3 clusters Score -1.234266e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -12345254.000000 Penalty: 5498.624023
	Iteration 8F: 3 clusters Score -1.234525e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -12348221.000000 Penalty: 5498.624023
	Iteration 9F: 3 clusters Score -1.234822e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -12350320.000000 Penalty: 5498.624023
	Iteration 10F: 3 clusters Score -1.235032e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -12351267.000000 Penalty: 5498.624023
	Iteration 11Q: 3 clusters Score -1.235127e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -12351581.000000 Penalty: 5498.624023
	Iteration 12Q: 3 clusters Score -1.235158e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -12351677.000000 Penalty: 5498.624023
	Iteration 13Q: 3 clusters Score -1.235168e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -12351725.000000 Penalty: 5498.624023
	Iteration 14Q: 3 clusters Score -1.235172e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -12351781.000000 Penalty: 5498.624023
	Iteration 15Q: 3 clusters Score -1.235178e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -12351748.000000 Penalty: 5498.624023
	Iteration 16Q: 3 clusters Score -1.235175e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -12351748.000000 Penalty: 5498.624023
	Iteration 17Q: 3 clusters Score -1.235175e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -12351771.000000 Penalty: 5498.624023
	Iteration 18Q: 3 clusters Score -1.235177e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -12351795.000000 Penalty: 5498.624023
	Iteration 19Q: 3 clusters Score -1.23518e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -12351791.000000 Penalty: 5498.624023
	Iteration 20F: 3 clusters Score -1.235179e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -12351824.000000 Penalty: 5498.624023
	Iteration 21Q: 3 clusters Score -1.235182e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -12351816.000000 Penalty: 5498.624023
	Iteration 22Q: 3 clusters Score -1.235182e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -12351813.000000 Penalty: 5498.624023
	Iteration 23Q: 3 clusters Score -1.235181e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -12351876.000000 Penalty: 5498.624023
	Iteration 24Q: 3 clusters Score -1.235188e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -12351875.000000 Penalty: 5498.624023
	Iteration 25Q: 3 clusters Score -1.235188e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -12351926.000000 Penalty: 5498.624023
	Iteration 26Q: 3 clusters Score -1.235193e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -12351954.000000 Penalty: 5498.624023
	Iteration 27Q: 3 clusters Score -1.235195e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -12351973.000000 Penalty: 5498.624023
	Iteration 28Q: 3 clusters Score -1.235197e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -12352006.000000 Penalty: 5498.624023
	Iteration 29Q: 3 clusters Score -1.235201e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -12352039.000000 Penalty: 5498.624023
	Iteration 30Q: 3 clusters Score -1.235204e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12352053.000000 Penalty: 5498.624023
	Iteration 31Q: 3 clusters Score -1.235205e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -12352059.000000 Penalty: 5498.624023
	Iteration 32Q: 3 clusters Score -1.235206e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -12352010.000000 Penalty: 5498.624023
	Iteration 33Q: 3 clusters Score -1.235201e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -12352048.000000 Penalty: 5498.624023
	Iteration 34Q: 3 clusters Score -1.235205e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -12352086.000000 Penalty: 5498.624023
	Iteration 35Q: 3 clusters Score -1.235209e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -12352126.000000 Penalty: 5498.624023
	Iteration 36Q: 3 clusters Score -1.235213e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -12352143.000000 Penalty: 5498.624023
	Iteration 37Q: 3 clusters Score -1.235214e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -12352144.000000 Penalty: 5498.624023
	Iteration 38Q: 3 clusters Score -1.235214e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -12352123.000000 Penalty: 5498.624023
	Iteration 39Q: 3 clusters Score -1.235212e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -12352118.000000 Penalty: 5498.624023
	Iteration 40F: 3 clusters Score -1.235212e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -12352159.000000 Penalty: 5498.624023
	Iteration 41Q: 3 clusters Score -1.235216e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -12352178.000000 Penalty: 5498.624023
	Iteration 42Q: 3 clusters Score -1.235218e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -12352186.000000 Penalty: 5498.624023
	Iteration 43Q: 3 clusters Score -1.235219e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -12352203.000000 Penalty: 5498.624023
	Iteration 44Q: 3 clusters Score -1.23522e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -12352203.000000 Penalty: 5498.624023
	Iteration 45Q: 3 clusters Score -1.23522e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -12352227.000000 Penalty: 5498.624023
	Iteration 46Q: 3 clusters Score -1.235223e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -12352222.000000 Penalty: 5498.624023
	Iteration 47Q: 3 clusters Score -1.235222e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -12352207.000000 Penalty: 5498.624023
	Iteration 48Q: 3 clusters Score -1.235221e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -12352209.000000 Penalty: 5498.624023
	Iteration 49Q: 3 clusters Score -1.235221e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -12352241.000000 Penalty: 5498.624023
	Iteration 50Q: 3 clusters Score -1.235224e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -12352240.000000 Penalty: 5498.624023
	Iteration 51Q: 3 clusters Score -1.235224e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -12352245.000000 Penalty: 5498.624023
	Iteration 52Q: 3 clusters Score -1.235224e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -12352260.000000 Penalty: 5498.624023
	Iteration 53Q: 3 clusters Score -1.235226e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -12352293.000000 Penalty: 5498.624023
	Iteration 54Q: 3 clusters Score -1.235229e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -12352306.000000 Penalty: 5498.624023
	Iteration 55Q: 3 clusters Score -1.235231e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -12352310.000000 Penalty: 5498.624023
	Iteration 56Q: 3 clusters Score -1.235231e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -12352345.000000 Penalty: 5498.624023
	Iteration 57Q: 3 clusters Score -1.235234e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -12352343.000000 Penalty: 5498.624023
	Iteration 58Q: 3 clusters Score -1.235234e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -12352367.000000 Penalty: 5498.624023
	Iteration 59Q: 3 clusters Score -1.235237e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -12352373.000000 Penalty: 5498.624023
	Iteration 60F: 3 clusters Score -1.235237e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -12352377.000000 Penalty: 5498.624023
	Iteration 61Q: 3 clusters Score -1.235238e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -12352382.000000 Penalty: 5498.624023
	Iteration 62Q: 3 clusters Score -1.235238e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -12352418.000000 Penalty: 5498.624023
	Iteration 63Q: 3 clusters Score -1.235242e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -12352411.000000 Penalty: 5498.624023
	Iteration 64Q: 3 clusters Score -1.235241e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -12352406.000000 Penalty: 5498.624023
	Iteration 65Q: 3 clusters Score -1.235241e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -12352404.000000 Penalty: 5498.624023
	Iteration 66Q: 3 clusters Score -1.23524e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -12352423.000000 Penalty: 5498.624023
	Iteration 67Q: 3 clusters Score -1.235242e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -12352436.000000 Penalty: 5498.624023
	Iteration 68Q: 3 clusters Score -1.235244e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -12352473.000000 Penalty: 5498.624023
	Iteration 69Q: 3 clusters Score -1.235247e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -12352448.000000 Penalty: 5498.624023
	Iteration 70Q: 3 clusters Score -1.235245e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -12352465.000000 Penalty: 5498.624023
	Iteration 71Q: 3 clusters Score -1.235246e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -12352455.000000 Penalty: 5498.624023
	Iteration 72Q: 3 clusters Score -1.235246e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -12352485.000000 Penalty: 5498.624023
	Iteration 73Q: 3 clusters Score -1.235248e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -12352476.000000 Penalty: 5498.624023
	Iteration 74Q: 3 clusters Score -1.235248e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -12352486.000000 Penalty: 5498.624023
	Iteration 75Q: 3 clusters Score -1.235249e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -12352509.000000 Penalty: 5498.624023
	Iteration 76Q: 3 clusters Score -1.235251e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -12352526.000000 Penalty: 5498.624023
	Iteration 77Q: 3 clusters Score -1.235253e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -12352535.000000 Penalty: 5498.624023
	Iteration 78Q: 3 clusters Score -1.235254e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -12352504.000000 Penalty: 5498.624023
	Iteration 79Q: 3 clusters Score -1.23525e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -12352536.000000 Penalty: 5498.624023
	Iteration 80F: 3 clusters Score -1.235254e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -12352540.000000 Penalty: 5498.624023
	Iteration 81Q: 3 clusters Score -1.235254e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -12352529.000000 Penalty: 5498.624023
	Iteration 82Q: 3 clusters Score -1.235253e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -12352533.000000 Penalty: 5498.624023
	Iteration 83Q: 3 clusters Score -1.235253e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -12352528.000000 Penalty: 5498.624023
	Iteration 84Q: 3 clusters Score -1.235253e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -12352524.000000 Penalty: 5498.624023
	Iteration 85Q: 3 clusters Score -1.235252e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -12352538.000000 Penalty: 5498.624023
	Iteration 86Q: 3 clusters Score -1.235254e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -12352551.000000 Penalty: 5498.624023
	Iteration 87Q: 3 clusters Score -1.235255e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -12352539.000000 Penalty: 5498.624023
	Iteration 88Q: 3 clusters Score -1.235254e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -12352550.000000 Penalty: 5498.624023
	Iteration 89Q: 3 clusters Score -1.235255e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -12352554.000000 Penalty: 5498.624023
	Iteration 90Q: 3 clusters Score -1.235255e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -12352588.000000 Penalty: 5498.624023
	Iteration 91Q: 3 clusters Score -1.235259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -12352584.000000 Penalty: 5498.624023
	Iteration 92Q: 3 clusters Score -1.235258e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -12352597.000000 Penalty: 5498.624023
	Iteration 93Q: 3 clusters Score -1.23526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -12352589.000000 Penalty: 5498.624023
	Iteration 94Q: 3 clusters Score -1.235259e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 39919 members 
Entering Unmasked Estep 
Score: -12352592.000000 Penalty: 5498.624023
	Iteration 95Q: 3 clusters Score -1.235259e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -12352591.000000 Penalty: 5498.624023
	Iteration 96Q: 3 clusters Score -1.235259e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -12352573.000000 Penalty: 5498.624023
	Iteration 97Q: 3 clusters Score -1.235257e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -12352577.000000 Penalty: 5498.624023
	Iteration 98Q: 3 clusters Score -1.235258e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -12352558.000000 Penalty: 5498.624023
	Iteration 99Q: 3 clusters Score -1.235256e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -12352560.000000 Penalty: 5498.624023
	Iteration 100F: 3 clusters Score -1.235256e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -12352563.000000 Penalty: 5498.624023
	Iteration 101Q: 3 clusters Score -1.235256e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -12352547.000000 Penalty: 5498.624023
	Iteration 102Q: 3 clusters Score -1.235255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -12352568.000000 Penalty: 5498.624023
	Iteration 103Q: 3 clusters Score -1.235257e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -12352572.000000 Penalty: 5498.624023
	Iteration 104Q: 3 clusters Score -1.235257e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -12352553.000000 Penalty: 5498.624023
	Iteration 105Q: 3 clusters Score -1.235255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -12352565.000000 Penalty: 5498.624023
	Iteration 106Q: 3 clusters Score -1.235256e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -12352571.000000 Penalty: 5498.624023
	Iteration 107Q: 3 clusters Score -1.235257e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -12352562.000000 Penalty: 5498.624023
	Iteration 108Q: 3 clusters Score -1.235256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -12352538.000000 Penalty: 5498.624023
	Iteration 109Q: 3 clusters Score -1.235254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -12352527.000000 Penalty: 5498.624023
	Iteration 110Q: 3 clusters Score -1.235253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -12352525.000000 Penalty: 5498.624023
	Iteration 111Q: 3 clusters Score -1.235252e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -12352513.000000 Penalty: 5498.624023
	Iteration 112Q: 3 clusters Score -1.235251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -12352526.000000 Penalty: 5498.624023
	Iteration 113Q: 3 clusters Score -1.235253e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -12352512.000000 Penalty: 5498.624023
	Iteration 114Q: 3 clusters Score -1.235251e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -12352530.000000 Penalty: 5498.624023
	Iteration 115Q: 3 clusters Score -1.235253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -12352526.000000 Penalty: 5498.624023
	Iteration 116Q: 3 clusters Score -1.235253e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -12352535.000000 Penalty: 5498.624023
	Iteration 117Q: 3 clusters Score -1.235254e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -12352517.000000 Penalty: 5498.624023
	Iteration 118Q: 3 clusters Score -1.235252e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -12352533.000000 Penalty: 5498.624023
	Iteration 119Q: 3 clusters Score -1.235253e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -12352542.000000 Penalty: 5498.624023
	Iteration 120F: 3 clusters Score -1.235254e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -12352568.000000 Penalty: 5498.624023
	Iteration 121Q: 3 clusters Score -1.235257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -12352570.000000 Penalty: 5498.624023
	Iteration 122Q: 3 clusters Score -1.235257e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -12352560.000000 Penalty: 5498.624023
	Iteration 123Q: 3 clusters Score -1.235256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -12352562.000000 Penalty: 5498.624023
	Iteration 124Q: 3 clusters Score -1.235256e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -12352548.000000 Penalty: 5498.624023
	Iteration 125Q: 3 clusters Score -1.235255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -12352553.000000 Penalty: 5498.624023
	Iteration 126Q: 3 clusters Score -1.235255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -12352563.000000 Penalty: 5498.624023
	Iteration 127Q: 3 clusters Score -1.235256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -12352562.000000 Penalty: 5498.624023
	Iteration 128Q: 3 clusters Score -1.235256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -12352573.000000 Penalty: 5498.624023
	Iteration 129Q: 3 clusters Score -1.235257e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -12352557.000000 Penalty: 5498.624023
	Iteration 130Q: 3 clusters Score -1.235256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -12352555.000000 Penalty: 5498.624023
	Iteration 131Q: 3 clusters Score -1.235256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -12352551.000000 Penalty: 5498.624023
	Iteration 132Q: 3 clusters Score -1.235255e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -12352545.000000 Penalty: 5498.624023
	Iteration 133Q: 3 clusters Score -1.235254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -12352547.000000 Penalty: 5498.624023
	Iteration 134Q: 3 clusters Score -1.235255e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -12352544.000000 Penalty: 5498.624023
	Iteration 135Q: 3 clusters Score -1.235254e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 40623 members 
Entering Unmasked Estep 
Score: -12352551.000000 Penalty: 5498.624023
	Iteration 136Q: 3 clusters Score -1.235255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -12352549.000000 Penalty: 5498.624023
	Iteration 137Q: 3 clusters Score -1.235255e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -12352528.000000 Penalty: 5498.624023
	Iteration 138Q: 3 clusters Score -1.235253e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -12352522.000000 Penalty: 5498.624023
	Iteration 139Q: 3 clusters Score -1.235252e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -12352518.000000 Penalty: 5498.624023
	Iteration 140F: 3 clusters Score -1.235252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -12352524.000000 Penalty: 5498.624023
	Iteration 141Q: 3 clusters Score -1.235252e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -12352538.000000 Penalty: 5498.624023
	Iteration 142Q: 3 clusters Score -1.235254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -12352543.000000 Penalty: 5498.624023
	Iteration 143Q: 3 clusters Score -1.235254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -12352536.000000 Penalty: 5498.624023
	Iteration 144Q: 3 clusters Score -1.235254e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -12352526.000000 Penalty: 5498.624023
	Iteration 145Q: 3 clusters Score -1.235253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -12352506.000000 Penalty: 5498.624023
	Iteration 146Q: 3 clusters Score -1.235251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -12352511.000000 Penalty: 5498.624023
	Iteration 147Q: 3 clusters Score -1.235251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -12352513.000000 Penalty: 5498.624023
	Iteration 148Q: 3 clusters Score -1.235251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -12352502.000000 Penalty: 5498.624023
	Iteration 149Q: 3 clusters Score -1.23525e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -12352514.000000 Penalty: 5498.624023
	Iteration 150Q: 3 clusters Score -1.235251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -12352510.000000 Penalty: 5498.624023
	Iteration 151Q: 3 clusters Score -1.235251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -12352517.000000 Penalty: 5498.624023
	Iteration 152Q: 3 clusters Score -1.235252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -12352518.000000 Penalty: 5498.624023
	Iteration 153Q: 3 clusters Score -1.235252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -12352524.000000 Penalty: 5498.624023
	Iteration 154Q: 3 clusters Score -1.235252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -12352512.000000 Penalty: 5498.624023
	Iteration 155Q: 3 clusters Score -1.235251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -12352546.000000 Penalty: 5498.624023
	Iteration 156Q: 3 clusters Score -1.235255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -12352535.000000 Penalty: 5498.624023
	Iteration 157Q: 3 clusters Score -1.235254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -12352547.000000 Penalty: 5498.624023
	Iteration 158Q: 3 clusters Score -1.235255e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -12352533.000000 Penalty: 5498.624023
	Iteration 159Q: 3 clusters Score -1.235253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -12352519.000000 Penalty: 5498.624023
	Iteration 160F: 3 clusters Score -1.235252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -12352520.000000 Penalty: 5498.624023
	Iteration 161Q: 3 clusters Score -1.235252e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -12352527.000000 Penalty: 5498.624023
	Iteration 162Q: 3 clusters Score -1.235253e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -12352541.000000 Penalty: 5498.624023
	Iteration 163Q: 3 clusters Score -1.235254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -12352511.000000 Penalty: 5498.624023
	Iteration 164Q: 3 clusters Score -1.235251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -12352509.000000 Penalty: 5498.624023
	Iteration 165Q: 3 clusters Score -1.235251e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -12352513.000000 Penalty: 5498.624023
	Iteration 166Q: 3 clusters Score -1.235251e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -12352504.000000 Penalty: 5498.624023
	Iteration 167Q: 3 clusters Score -1.23525e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -12352501.000000 Penalty: 5498.624023
	Iteration 168Q: 3 clusters Score -1.23525e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -12352520.000000 Penalty: 5498.624023
	Iteration 169Q: 3 clusters Score -1.235252e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -12352507.000000 Penalty: 5498.624023
	Iteration 170Q: 3 clusters Score -1.235251e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -12352498.000000 Penalty: 5498.624023
	Iteration 171Q: 3 clusters Score -1.23525e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -12352509.000000 Penalty: 5498.624023
	Iteration 172Q: 3 clusters Score -1.235251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -12352515.000000 Penalty: 5498.624023
	Iteration 173Q: 3 clusters Score -1.235252e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -12352509.000000 Penalty: 5498.624023
	Iteration 174Q: 3 clusters Score -1.235251e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -12352487.000000 Penalty: 5498.624023
	Iteration 175Q: 3 clusters Score -1.235249e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -12352475.000000 Penalty: 5498.624023
	Iteration 176Q: 3 clusters Score -1.235248e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -12352464.000000 Penalty: 5498.624023
	Iteration 177Q: 3 clusters Score -1.235246e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -12352476.000000 Penalty: 5498.624023
	Iteration 178Q: 3 clusters Score -1.235248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -12352473.000000 Penalty: 5498.624023
	Iteration 179Q: 3 clusters Score -1.235247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -12352476.000000 Penalty: 5498.624023
	Iteration 180F: 3 clusters Score -1.235248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -12352476.000000 Penalty: 5498.624023
	Iteration 181Q: 3 clusters Score -1.235248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -12352480.000000 Penalty: 5498.624023
	Iteration 182Q: 3 clusters Score -1.235248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -12352473.000000 Penalty: 5498.624023
	Iteration 183Q: 3 clusters Score -1.235247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -12352483.000000 Penalty: 5498.624023
	Iteration 184Q: 3 clusters Score -1.235248e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -12352471.000000 Penalty: 5498.624023
	Iteration 185Q: 3 clusters Score -1.235247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -12352482.000000 Penalty: 5498.624023
	Iteration 186Q: 3 clusters Score -1.235248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -12352477.000000 Penalty: 5498.624023
	Iteration 187Q: 3 clusters Score -1.235248e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -12352473.000000 Penalty: 5498.624023
	Iteration 188Q: 3 clusters Score -1.235247e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -12352473.000000 Penalty: 5498.624023
	Iteration 189Q: 3 clusters Score -1.235247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -12352468.000000 Penalty: 5498.624023
	Iteration 190Q: 3 clusters Score -1.235247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -12352457.000000 Penalty: 5498.624023
	Iteration 191Q: 3 clusters Score -1.235246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -12352430.000000 Penalty: 5498.624023
	Iteration 192Q: 3 clusters Score -1.235243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -12352443.000000 Penalty: 5498.624023
	Iteration 193Q: 3 clusters Score -1.235244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -12352449.000000 Penalty: 5498.624023
	Iteration 194Q: 3 clusters Score -1.235245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -12352450.000000 Penalty: 5498.624023
	Iteration 195Q: 3 clusters Score -1.235245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -12352447.000000 Penalty: 5498.624023
	Iteration 196Q: 3 clusters Score -1.235245e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -12352454.000000 Penalty: 5498.624023
	Iteration 197Q: 3 clusters Score -1.235245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -12352462.000000 Penalty: 5498.624023
	Iteration 198Q: 3 clusters Score -1.235246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -12352447.000000 Penalty: 5498.624023
	Iteration 199Q: 3 clusters Score -1.235245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -12352437.000000 Penalty: 5498.624023
	Iteration 200F: 3 clusters Score -1.235244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -12352446.000000 Penalty: 5498.624023
	Iteration 201Q: 3 clusters Score -1.235245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -12352442.000000 Penalty: 5498.624023
	Iteration 202Q: 3 clusters Score -1.235244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -12352418.000000 Penalty: 5498.624023
	Iteration 203Q: 3 clusters Score -1.235242e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -12352430.000000 Penalty: 5498.624023
	Iteration 204Q: 3 clusters Score -1.235243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -12352428.000000 Penalty: 5498.624023
	Iteration 205Q: 3 clusters Score -1.235243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -12352452.000000 Penalty: 5498.624023
	Iteration 206Q: 3 clusters Score -1.235245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -12352444.000000 Penalty: 5498.624023
	Iteration 207Q: 3 clusters Score -1.235244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -12352439.000000 Penalty: 5498.624023
	Iteration 208Q: 3 clusters Score -1.235244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -12352431.000000 Penalty: 5498.624023
	Iteration 209Q: 3 clusters Score -1.235243e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -12352429.000000 Penalty: 5498.624023
	Iteration 210Q: 3 clusters Score -1.235243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -12352446.000000 Penalty: 5498.624023
	Iteration 211Q: 3 clusters Score -1.235245e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -12352424.000000 Penalty: 5498.624023
	Iteration 212Q: 3 clusters Score -1.235242e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -12352418.000000 Penalty: 5498.624023
	Iteration 213Q: 3 clusters Score -1.235242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -12352429.000000 Penalty: 5498.624023
	Iteration 214Q: 3 clusters Score -1.235243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -12352432.000000 Penalty: 5498.624023
	Iteration 215Q: 3 clusters Score -1.235243e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -12352439.000000 Penalty: 5498.624023
	Iteration 216Q: 3 clusters Score -1.235244e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -12352441.000000 Penalty: 5498.624023
	Iteration 217Q: 3 clusters Score -1.235244e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -12352423.000000 Penalty: 5498.624023
	Iteration 218Q: 3 clusters Score -1.235242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -12352432.000000 Penalty: 5498.624023
	Iteration 219Q: 3 clusters Score -1.235243e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -12352427.000000 Penalty: 5498.624023
	Iteration 220F: 3 clusters Score -1.235243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -12352433.000000 Penalty: 5498.624023
	Iteration 221Q: 3 clusters Score -1.235243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -12352403.000000 Penalty: 5498.624023
	Iteration 222Q: 3 clusters Score -1.23524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -12352405.000000 Penalty: 5498.624023
	Iteration 223Q: 3 clusters Score -1.23524e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -12352400.000000 Penalty: 5498.624023
	Iteration 224Q: 3 clusters Score -1.23524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -12352394.000000 Penalty: 5498.624023
	Iteration 225Q: 3 clusters Score -1.235239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -12352393.000000 Penalty: 5498.624023
	Iteration 226Q: 3 clusters Score -1.235239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -12352401.000000 Penalty: 5498.624023
	Iteration 227Q: 3 clusters Score -1.23524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -12352406.000000 Penalty: 5498.624023
	Iteration 228Q: 3 clusters Score -1.235241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -12352400.000000 Penalty: 5498.624023
	Iteration 229Q: 3 clusters Score -1.23524e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -12352384.000000 Penalty: 5498.624023
	Iteration 230Q: 3 clusters Score -1.235238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -12352382.000000 Penalty: 5498.624023
	Iteration 231Q: 3 clusters Score -1.235238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -12352404.000000 Penalty: 5498.624023
	Iteration 232Q: 3 clusters Score -1.23524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -12352401.000000 Penalty: 5498.624023
	Iteration 233Q: 3 clusters Score -1.23524e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -12352426.000000 Penalty: 5498.624023
	Iteration 234Q: 3 clusters Score -1.235243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -12352426.000000 Penalty: 5498.624023
	Iteration 235Q: 3 clusters Score -1.235243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -12352429.000000 Penalty: 5498.624023
	Iteration 236Q: 3 clusters Score -1.235243e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -12352445.000000 Penalty: 5498.624023
	Iteration 237Q: 3 clusters Score -1.235244e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -12352452.000000 Penalty: 5498.624023
	Iteration 238Q: 3 clusters Score -1.235245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -12352435.000000 Penalty: 5498.624023
	Iteration 239Q: 3 clusters Score -1.235244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -12352429.000000 Penalty: 5498.624023
	Iteration 240F: 3 clusters Score -1.235243e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -12352422.000000 Penalty: 5498.624023
	Iteration 241Q: 3 clusters Score -1.235242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -12352418.000000 Penalty: 5498.624023
	Iteration 242Q: 3 clusters Score -1.235242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -12352404.000000 Penalty: 5498.624023
	Iteration 243Q: 3 clusters Score -1.23524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -12352404.000000 Penalty: 5498.624023
	Iteration 244Q: 3 clusters Score -1.23524e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -12352398.000000 Penalty: 5498.624023
	Iteration 245Q: 3 clusters Score -1.23524e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -12352397.000000 Penalty: 5498.624023
	Iteration 246Q: 3 clusters Score -1.23524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -12352406.000000 Penalty: 5498.624023
	Iteration 247Q: 3 clusters Score -1.235241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -12352408.000000 Penalty: 5498.624023
	Iteration 248Q: 3 clusters Score -1.235241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -12352398.000000 Penalty: 5498.624023
	Iteration 249Q: 3 clusters Score -1.23524e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -12352409.000000 Penalty: 5498.624023
	Iteration 250Q: 3 clusters Score -1.235241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -12352416.000000 Penalty: 5498.624023
	Iteration 251Q: 3 clusters Score -1.235242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -12352409.000000 Penalty: 5498.624023
	Iteration 252Q: 3 clusters Score -1.235241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -12352409.000000 Penalty: 5498.624023
	Iteration 253F: 3 clusters Score -1.235241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Entering Unmasked Estep 
Score: -136963744.000000 Penalty: 60367.855469
Splitting cluster 3 changes total score from -136956528.000000 to -136963744.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (56980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Entering Unmasked Estep 
Score: -10614633.000000 Penalty: 2715.712891
	Iteration 0F: 2 clusters Score -1.061463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -10583710.000000 Penalty: 5431.425781
	Iteration 0F: 3 clusters Score -1.058371e+07 nChanged 26411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -10598313.000000 Penalty: 5431.425781
	Iteration 1F: 3 clusters Score -1.059831e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -10598876.000000 Penalty: 5431.425781
	Iteration 2Q: 3 clusters Score -1.059888e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -10599478.000000 Penalty: 5431.425781
	Iteration 3Q: 3 clusters Score -1.059948e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -10600300.000000 Penalty: 5431.425781
	Iteration 4Q: 3 clusters Score -1.06003e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -10601674.000000 Penalty: 5431.425781
	Iteration 5Q: 3 clusters Score -1.060167e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -10603675.000000 Penalty: 5431.425781
	Iteration 6F: 3 clusters Score -1.060368e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -10606548.000000 Penalty: 5431.425781
	Iteration 7F: 3 clusters Score -1.060655e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -10609671.000000 Penalty: 5431.425781
	Iteration 8F: 3 clusters Score -1.060967e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -10612340.000000 Penalty: 5431.425781
	Iteration 9F: 3 clusters Score -1.061234e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -10613151.000000 Penalty: 5431.425781
	Iteration 10F: 3 clusters Score -1.061315e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 52405 members 
Entering Unmasked Estep 
Score: -10613031.000000 Penalty: 5431.425781
	Iteration 11Q: 3 clusters Score -1.061303e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 53793 members 
Entering Unmasked Estep 
Score: -10612965.000000 Penalty: 5431.425781
	Iteration 12Q: 3 clusters Score -1.061296e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -10612838.000000 Penalty: 5431.425781
	Iteration 13Q: 3 clusters Score -1.061284e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 55313 members 
Entering Unmasked Estep 
Score: -10612659.000000 Penalty: 5431.425781
	Iteration 14Q: 3 clusters Score -1.061266e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -10612532.000000 Penalty: 5431.425781
	Iteration 15Q: 3 clusters Score -1.061253e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 55976 members 
Entering Unmasked Estep 
Score: -10612512.000000 Penalty: 5431.425781
	Iteration 16Q: 3 clusters Score -1.061251e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -10612517.000000 Penalty: 5431.425781
	Iteration 17Q: 3 clusters Score -1.061252e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -10612507.000000 Penalty: 5431.425781
	Iteration 18Q: 3 clusters Score -1.061251e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -10612529.000000 Penalty: 5431.425781
	Iteration 19Q: 3 clusters Score -1.061253e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -10612545.000000 Penalty: 5431.425781
	Iteration 20F: 3 clusters Score -1.061254e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -10612559.000000 Penalty: 5431.425781
	Iteration 21Q: 3 clusters Score -1.061256e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -10612566.000000 Penalty: 5431.425781
	Iteration 22Q: 3 clusters Score -1.061257e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 56466 members 
Entering Unmasked Estep 
Score: -10612563.000000 Penalty: 5431.425781
	Iteration 23Q: 3 clusters Score -1.061256e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -10612570.000000 Penalty: 5431.425781
	Iteration 24Q: 3 clusters Score -1.061257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -10612562.000000 Penalty: 5431.425781
	Iteration 25Q: 3 clusters Score -1.061256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -10612559.000000 Penalty: 5431.425781
	Iteration 26Q: 3 clusters Score -1.061256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -10612564.000000 Penalty: 5431.425781
	Iteration 27Q: 3 clusters Score -1.061256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 56534 members 
Entering Unmasked Estep 
Score: -10612551.000000 Penalty: 5431.425781
	Iteration 28Q: 3 clusters Score -1.061255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10612566.000000 Penalty: 5431.425781
	Iteration 29Q: 3 clusters Score -1.061257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -10612571.000000 Penalty: 5431.425781
	Iteration 30Q: 3 clusters Score -1.061257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -10612571.000000 Penalty: 5431.425781
	Iteration 31Q: 3 clusters Score -1.061257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -10612573.000000 Penalty: 5431.425781
	Iteration 32Q: 3 clusters Score -1.061257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -10612573.000000 Penalty: 5431.425781
	Iteration 33Q: 3 clusters Score -1.061257e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -10612573.000000 Penalty: 5431.425781
	Iteration 34F: 3 clusters Score -1.061257e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -274749.562500 Penalty: 1862.586670
	Iteration 0F: 2 clusters Score -274749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -272526.343750 Penalty: 3725.173340
	Iteration 0F: 3 clusters Score -272526.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -273711.437500 Penalty: 3725.173340
	Iteration 1F: 3 clusters Score -273711.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -274303.156250 Penalty: 3725.173340
	Iteration 2F: 3 clusters Score -274303.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -274816.718750 Penalty: 3725.173340
	Iteration 3F: 3 clusters Score -274816.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -275323.062500 Penalty: 3725.173340
	Iteration 4F: 3 clusters Score -275323.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275823.656250 Penalty: 3725.173340
	Iteration 5F: 3 clusters Score -275823.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -276275.625000 Penalty: 3725.173340
	Iteration 6Q: 3 clusters Score -276275.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -276530.468750 Penalty: 3725.173340
	Iteration 7Q: 3 clusters Score -276530.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -276730.312500 Penalty: 3725.173340
	Iteration 8Q: 3 clusters Score -276730.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -276871.937500 Penalty: 3725.173340
	Iteration 9Q: 3 clusters Score -276871.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -277020.312500 Penalty: 3725.173340
	Iteration 10Q: 3 clusters Score -277020.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277096.281250 Penalty: 3725.173340
	Iteration 11Q: 3 clusters Score -277096.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -277135.312500 Penalty: 3725.173340
	Iteration 12Q: 3 clusters Score -277135.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -277161.843750 Penalty: 3725.173340
	Iteration 13Q: 3 clusters Score -277161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277171.937500 Penalty: 3725.173340
	Iteration 14Q: 3 clusters Score -277171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -277182.968750 Penalty: 3725.173340
	Iteration 15Q: 3 clusters Score -277183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277196.687500 Penalty: 3725.173340
	Iteration 16Q: 3 clusters Score -277196.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -277204.625000 Penalty: 3725.173340
	Iteration 17Q: 3 clusters Score -277204.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277212.125000 Penalty: 3725.173340
	Iteration 18Q: 3 clusters Score -277212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277219.875000 Penalty: 3725.173340
	Iteration 19Q: 3 clusters Score -277219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -277236.531250 Penalty: 3725.173340
	Iteration 20F: 3 clusters Score -277236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -277254.093750 Penalty: 3725.173340
	Iteration 21Q: 3 clusters Score -277254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277264.812500 Penalty: 3725.173340
	Iteration 22Q: 3 clusters Score -277264.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277265.875000 Penalty: 3725.173340
	Iteration 23Q: 3 clusters Score -277265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -277265.875000 Penalty: 3725.173340
	Iteration 24F: 3 clusters Score -277265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 2771 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Entering Unmasked Estep 
Score: -136964704.000000 Penalty: 63721.625000
Splitting cluster 5 changes total score from -136956528.000000 to -136964704.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -477606.750000 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -477606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -474818.812500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -474818.8 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -476731.718750 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -476731.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -478168.125000 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -478168.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -479435.000000 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -479435 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -480219.718750 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -480219.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -480587.250000 Penalty: 3931.773926
	Iteration 5F: 3 clusters Score -480587.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -480773.937500 Penalty: 3931.773926
	Iteration 6Q: 3 clusters Score -480773.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -480890.531250 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -480890.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -480923.687500 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -480923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -480942.968750 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -480943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -480954.468750 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -480954.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -480960.718750 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -480960.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -480964.781250 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -480964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -480966.625000 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -480966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -480968.437500 Penalty: 3931.773926
	Iteration 14Q: 3 clusters Score -480968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -480973.406250 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -480973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -480974.656250 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -480974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -480974.656250 Penalty: 3931.773926
	Iteration 17F: 3 clusters Score -480974.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 1111 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Entering Unmasked Estep 
Score: -136966768.000000 Penalty: 67075.390625
Splitting cluster 6 changes total score from -136956528.000000 to -136966768.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 7 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -115607.171875 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -115607.2 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 573 members 
Entering Unmasked Estep 
Score: -114106.359375 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -114106.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116435.335938 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -116435.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -119998.789062 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -119998.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121893.304688 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -121893.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -122153.859375 Penalty: 3478.455811
	Iteration 4Q: 3 clusters Score -122153.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -122236.523438 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -122236.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -122279.773438 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -122279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -122310.835938 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -122310.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -122318.414062 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -122318.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122323.398438 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -122323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -122323.398438 Penalty: 3478.455811
	Iteration 10F: 3 clusters Score -122323.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 70815 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Entering Unmasked Estep 
Score: -136971664.000000 Penalty: 70429.164062
Splitting cluster 7 changes total score from -136956528.000000 to -136971664.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (70815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70815 members 
Entering Unmasked Estep 
Score: -13213673.000000 Penalty: 2769.620850
	Iteration 0F: 2 clusters Score -1.321367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -13188570.000000 Penalty: 5539.241699
	Iteration 0F: 3 clusters Score -1.318857e+07 nChanged 33212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -13206844.000000 Penalty: 5539.241699
	Iteration 1F: 3 clusters Score -1.320684e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -13207499.000000 Penalty: 5539.241699
	Iteration 2Q: 3 clusters Score -1.32075e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -13208076.000000 Penalty: 5539.241699
	Iteration 3Q: 3 clusters Score -1.320808e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -13208807.000000 Penalty: 5539.241699
	Iteration 4Q: 3 clusters Score -1.320881e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -13209716.000000 Penalty: 5539.241699
	Iteration 5Q: 3 clusters Score -1.320972e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -13210948.000000 Penalty: 5539.241699
	Iteration 6Q: 3 clusters Score -1.321095e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -13212682.000000 Penalty: 5539.241699
	Iteration 7F: 3 clusters Score -1.321268e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -13214826.000000 Penalty: 5539.241699
	Iteration 8F: 3 clusters Score -1.321483e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48483 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -13216987.000000 Penalty: 5539.241699
	Iteration 9F: 3 clusters Score -1.321699e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -13219016.000000 Penalty: 5539.241699
	Iteration 10F: 3 clusters Score -1.321902e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -13220949.000000 Penalty: 5539.241699
	Iteration 11F: 3 clusters Score -1.322095e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -13222514.000000 Penalty: 5539.241699
	Iteration 12Q: 3 clusters Score -1.322251e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -13223670.000000 Penalty: 5539.241699
	Iteration 13Q: 3 clusters Score -1.322367e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -13224151.000000 Penalty: 5539.241699
	Iteration 14Q: 3 clusters Score -1.322415e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -13224599.000000 Penalty: 5539.241699
	Iteration 15Q: 3 clusters Score -1.32246e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44540 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -13225029.000000 Penalty: 5539.241699
	Iteration 16Q: 3 clusters Score -1.322503e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -13225278.000000 Penalty: 5539.241699
	Iteration 17Q: 3 clusters Score -1.322528e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -13225482.000000 Penalty: 5539.241699
	Iteration 18Q: 3 clusters Score -1.322548e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -13225644.000000 Penalty: 5539.241699
	Iteration 19Q: 3 clusters Score -1.322564e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -13225809.000000 Penalty: 5539.241699
	Iteration 20F: 3 clusters Score -1.322581e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -13225952.000000 Penalty: 5539.241699
	Iteration 21Q: 3 clusters Score -1.322595e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -13226028.000000 Penalty: 5539.241699
	Iteration 22Q: 3 clusters Score -1.322603e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -13226109.000000 Penalty: 5539.241699
	Iteration 23Q: 3 clusters Score -1.322611e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -13226211.000000 Penalty: 5539.241699
	Iteration 24Q: 3 clusters Score -1.322621e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -13226395.000000 Penalty: 5539.241699
	Iteration 25Q: 3 clusters Score -1.32264e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -13226604.000000 Penalty: 5539.241699
	Iteration 26Q: 3 clusters Score -1.32266e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -13226748.000000 Penalty: 5539.241699
	Iteration 27Q: 3 clusters Score -1.322675e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -13226831.000000 Penalty: 5539.241699
	Iteration 28Q: 3 clusters Score -1.322683e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -13227006.000000 Penalty: 5539.241699
	Iteration 29Q: 3 clusters Score -1.322701e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -13227156.000000 Penalty: 5539.241699
	Iteration 30Q: 3 clusters Score -1.322716e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -13227313.000000 Penalty: 5539.241699
	Iteration 31Q: 3 clusters Score -1.322731e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -13227400.000000 Penalty: 5539.241699
	Iteration 32Q: 3 clusters Score -1.32274e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -13227516.000000 Penalty: 5539.241699
	Iteration 33Q: 3 clusters Score -1.322752e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -13227690.000000 Penalty: 5539.241699
	Iteration 34Q: 3 clusters Score -1.322769e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -13227864.000000 Penalty: 5539.241699
	Iteration 35Q: 3 clusters Score -1.322786e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -13227999.000000 Penalty: 5539.241699
	Iteration 36Q: 3 clusters Score -1.3228e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -13228157.000000 Penalty: 5539.241699
	Iteration 37Q: 3 clusters Score -1.322816e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -13228373.000000 Penalty: 5539.241699
	Iteration 38Q: 3 clusters Score -1.322837e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -13228612.000000 Penalty: 5539.241699
	Iteration 39Q: 3 clusters Score -1.322861e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -13228908.000000 Penalty: 5539.241699
	Iteration 40F: 3 clusters Score -1.322891e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -13229207.000000 Penalty: 5539.241699
	Iteration 41Q: 3 clusters Score -1.322921e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -13229757.000000 Penalty: 5539.241699
	Iteration 42Q: 3 clusters Score -1.322976e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -13230289.000000 Penalty: 5539.241699
	Iteration 43Q: 3 clusters Score -1.323029e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -13230974.000000 Penalty: 5539.241699
	Iteration 44Q: 3 clusters Score -1.323097e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -13231589.000000 Penalty: 5539.241699
	Iteration 45Q: 3 clusters Score -1.323159e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -13231926.000000 Penalty: 5539.241699
	Iteration 46Q: 3 clusters Score -1.323193e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -13232077.000000 Penalty: 5539.241699
	Iteration 47Q: 3 clusters Score -1.323208e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -13231949.000000 Penalty: 5539.241699
	Iteration 48Q: 3 clusters Score -1.323195e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -13231770.000000 Penalty: 5539.241699
	Iteration 49Q: 3 clusters Score -1.323177e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -13231533.000000 Penalty: 5539.241699
	Iteration 50Q: 3 clusters Score -1.323153e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -13231382.000000 Penalty: 5539.241699
	Iteration 51Q: 3 clusters Score -1.323138e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -13231243.000000 Penalty: 5539.241699
	Iteration 52Q: 3 clusters Score -1.323124e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -13231098.000000 Penalty: 5539.241699
	Iteration 53Q: 3 clusters Score -1.32311e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -13230964.000000 Penalty: 5539.241699
	Iteration 54Q: 3 clusters Score -1.323096e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -13230890.000000 Penalty: 5539.241699
	Iteration 55Q: 3 clusters Score -1.323089e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -13230797.000000 Penalty: 5539.241699
	Iteration 56Q: 3 clusters Score -1.32308e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -13230737.000000 Penalty: 5539.241699
	Iteration 57Q: 3 clusters Score -1.323074e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -13230676.000000 Penalty: 5539.241699
	Iteration 58Q: 3 clusters Score -1.323068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -13230648.000000 Penalty: 5539.241699
	Iteration 59Q: 3 clusters Score -1.323065e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -13230631.000000 Penalty: 5539.241699
	Iteration 60F: 3 clusters Score -1.323063e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 48906 members 
Entering Unmasked Estep 
Score: -13230591.000000 Penalty: 5539.241699
	Iteration 61Q: 3 clusters Score -1.323059e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 48948 members 
Entering Unmasked Estep 
Score: -13230586.000000 Penalty: 5539.241699
	Iteration 62Q: 3 clusters Score -1.323059e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -13230565.000000 Penalty: 5539.241699
	Iteration 63Q: 3 clusters Score -1.323056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -13230550.000000 Penalty: 5539.241699
	Iteration 64Q: 3 clusters Score -1.323055e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -13230528.000000 Penalty: 5539.241699
	Iteration 65Q: 3 clusters Score -1.323053e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -13230478.000000 Penalty: 5539.241699
	Iteration 66Q: 3 clusters Score -1.323048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -13230460.000000 Penalty: 5539.241699
	Iteration 67Q: 3 clusters Score -1.323046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -13230469.000000 Penalty: 5539.241699
	Iteration 68Q: 3 clusters Score -1.323047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 49074 members 
Entering Unmasked Estep 
Score: -13230459.000000 Penalty: 5539.241699
	Iteration 69Q: 3 clusters Score -1.323046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -13230457.000000 Penalty: 5539.241699
	Iteration 70Q: 3 clusters Score -1.323046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -13230444.000000 Penalty: 5539.241699
	Iteration 71Q: 3 clusters Score -1.323044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -13230425.000000 Penalty: 5539.241699
	Iteration 72Q: 3 clusters Score -1.323042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 49100 members 
Entering Unmasked Estep 
Score: -13230420.000000 Penalty: 5539.241699
	Iteration 73Q: 3 clusters Score -1.323042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -13230425.000000 Penalty: 5539.241699
	Iteration 74Q: 3 clusters Score -1.323042e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -13230419.000000 Penalty: 5539.241699
	Iteration 75Q: 3 clusters Score -1.323042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -13230419.000000 Penalty: 5539.241699
	Iteration 76Q: 3 clusters Score -1.323042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -13230409.000000 Penalty: 5539.241699
	Iteration 77Q: 3 clusters Score -1.323041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -13230405.000000 Penalty: 5539.241699
	Iteration 78Q: 3 clusters Score -1.32304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -13230406.000000 Penalty: 5539.241699
	Iteration 79Q: 3 clusters Score -1.323041e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -13230410.000000 Penalty: 5539.241699
	Iteration 80F: 3 clusters Score -1.323041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 54742 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Entering Unmasked Estep 
Score: -136988016.000000 Penalty: 73782.929688
Splitting cluster 8 changes total score from -136956528.000000 to -136988016.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (54742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54742 members 
Entering Unmasked Estep 
Score: -10159609.000000 Penalty: 2705.775635
	Iteration 0F: 2 clusters Score -1.015961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -10128390.000000 Penalty: 5411.551270
	Iteration 0F: 3 clusters Score -1.012839e+07 nChanged 25393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -10143012.000000 Penalty: 5411.551270
	Iteration 1F: 3 clusters Score -1.014301e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -10144366.000000 Penalty: 5411.551270
	Iteration 2Q: 3 clusters Score -1.014437e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -10146077.000000 Penalty: 5411.551270
	Iteration 3F: 3 clusters Score -1.014608e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -10147891.000000 Penalty: 5411.551270
	Iteration 4F: 3 clusters Score -1.014789e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -10149662.000000 Penalty: 5411.551270
	Iteration 5F: 3 clusters Score -1.014966e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -10151526.000000 Penalty: 5411.551270
	Iteration 6F: 3 clusters Score -1.015153e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -10153240.000000 Penalty: 5411.551270
	Iteration 7F: 3 clusters Score -1.015324e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -10154843.000000 Penalty: 5411.551270
	Iteration 8F: 3 clusters Score -1.015484e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -10156266.000000 Penalty: 5411.551270
	Iteration 9Q: 3 clusters Score -1.015627e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -10157188.000000 Penalty: 5411.551270
	Iteration 10Q: 3 clusters Score -1.015719e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -10157779.000000 Penalty: 5411.551270
	Iteration 11Q: 3 clusters Score -1.015778e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -10158167.000000 Penalty: 5411.551270
	Iteration 12Q: 3 clusters Score -1.015817e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -10158560.000000 Penalty: 5411.551270
	Iteration 13Q: 3 clusters Score -1.015856e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -10159051.000000 Penalty: 5411.551270
	Iteration 14Q: 3 clusters Score -1.015905e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -10159372.000000 Penalty: 5411.551270
	Iteration 15Q: 3 clusters Score -1.015937e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -10159747.000000 Penalty: 5411.551270
	Iteration 16Q: 3 clusters Score -1.015975e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -10160036.000000 Penalty: 5411.551270
	Iteration 17Q: 3 clusters Score -1.016004e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -10160386.000000 Penalty: 5411.551270
	Iteration 18Q: 3 clusters Score -1.016039e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -10160684.000000 Penalty: 5411.551270
	Iteration 19Q: 3 clusters Score -1.016068e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -10161049.000000 Penalty: 5411.551270
	Iteration 20F: 3 clusters Score -1.016105e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -10161362.000000 Penalty: 5411.551270
	Iteration 21Q: 3 clusters Score -1.016136e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -10161727.000000 Penalty: 5411.551270
	Iteration 22Q: 3 clusters Score -1.016173e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -10162022.000000 Penalty: 5411.551270
	Iteration 23Q: 3 clusters Score -1.016202e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -10162270.000000 Penalty: 5411.551270
	Iteration 24Q: 3 clusters Score -1.016227e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -10162360.000000 Penalty: 5411.551270
	Iteration 25Q: 3 clusters Score -1.016236e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -10162422.000000 Penalty: 5411.551270
	Iteration 26Q: 3 clusters Score -1.016242e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -10162306.000000 Penalty: 5411.551270
	Iteration 27Q: 3 clusters Score -1.016231e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -10162198.000000 Penalty: 5411.551270
	Iteration 28Q: 3 clusters Score -1.01622e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49676 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -10162083.000000 Penalty: 5411.551270
	Iteration 29Q: 3 clusters Score -1.016208e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -10162014.000000 Penalty: 5411.551270
	Iteration 30Q: 3 clusters Score -1.016201e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -10161888.000000 Penalty: 5411.551270
	Iteration 31Q: 3 clusters Score -1.016189e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -10161847.000000 Penalty: 5411.551270
	Iteration 32Q: 3 clusters Score -1.016185e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -10161777.000000 Penalty: 5411.551270
	Iteration 33Q: 3 clusters Score -1.016178e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -10161753.000000 Penalty: 5411.551270
	Iteration 34Q: 3 clusters Score -1.016175e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -10161747.000000 Penalty: 5411.551270
	Iteration 35Q: 3 clusters Score -1.016175e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -10161718.000000 Penalty: 5411.551270
	Iteration 36Q: 3 clusters Score -1.016172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -10161728.000000 Penalty: 5411.551270
	Iteration 37Q: 3 clusters Score -1.016173e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -10161731.000000 Penalty: 5411.551270
	Iteration 38Q: 3 clusters Score -1.016173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10161731.000000 Penalty: 5411.551270
	Iteration 39Q: 3 clusters Score -1.016173e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -10161985.000000 Penalty: 5411.551270
	Iteration 40F: 3 clusters Score -1.016198e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -10161919.000000 Penalty: 5411.551270
	Iteration 41Q: 3 clusters Score -1.016192e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -10161908.000000 Penalty: 5411.551270
	Iteration 42Q: 3 clusters Score -1.016191e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10161836.000000 Penalty: 5411.551270
	Iteration 43Q: 3 clusters Score -1.016184e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51431 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -10161766.000000 Penalty: 5411.551270
	Iteration 44Q: 3 clusters Score -1.016177e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -10161757.000000 Penalty: 5411.551270
	Iteration 45Q: 3 clusters Score -1.016176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10161747.000000 Penalty: 5411.551270
	Iteration 46Q: 3 clusters Score -1.016175e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -10161750.000000 Penalty: 5411.551270
	Iteration 47Q: 3 clusters Score -1.016175e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -10161758.000000 Penalty: 5411.551270
	Iteration 48Q: 3 clusters Score -1.016176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10161739.000000 Penalty: 5411.551270
	Iteration 49Q: 3 clusters Score -1.016174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10161721.000000 Penalty: 5411.551270
	Iteration 50Q: 3 clusters Score -1.016172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51555 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -10161725.000000 Penalty: 5411.551270
	Iteration 51Q: 3 clusters Score -1.016172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -10161731.000000 Penalty: 5411.551270
	Iteration 52Q: 3 clusters Score -1.016173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -10161719.000000 Penalty: 5411.551270
	Iteration 53Q: 3 clusters Score -1.016172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10161718.000000 Penalty: 5411.551270
	Iteration 54Q: 3 clusters Score -1.016172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -10161718.000000 Penalty: 5411.551270
	Iteration 55F: 3 clusters Score -1.016172e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 3649 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Entering Unmasked Estep 
Score: -136989104.000000 Penalty: 77136.703125
Splitting cluster 10 changes total score from -136956528.000000 to -136989104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (3649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Entering Unmasked Estep 
Score: -635464.500000 Penalty: 2034.147705
	Iteration 0F: 2 clusters Score -635464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -631877.375000 Penalty: 4068.295410
	Iteration 0F: 3 clusters Score -631877.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -633135.000000 Penalty: 4068.295410
	Iteration 1F: 3 clusters Score -633135 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -633966.625000 Penalty: 4068.295410
	Iteration 2F: 3 clusters Score -633966.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -634729.687500 Penalty: 4068.295410
	Iteration 3F: 3 clusters Score -634729.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -635282.562500 Penalty: 4068.295410
	Iteration 4F: 3 clusters Score -635282.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -635562.375000 Penalty: 4068.295410
	Iteration 5F: 3 clusters Score -635562.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -635665.312500 Penalty: 4068.295410
	Iteration 6Q: 3 clusters Score -635665.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -635704.187500 Penalty: 4068.295410
	Iteration 7Q: 3 clusters Score -635704.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -635721.937500 Penalty: 4068.295410
	Iteration 8Q: 3 clusters Score -635721.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -635731.312500 Penalty: 4068.295410
	Iteration 9Q: 3 clusters Score -635731.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -635737.750000 Penalty: 4068.295410
	Iteration 10Q: 3 clusters Score -635737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -635739.500000 Penalty: 4068.295410
	Iteration 11Q: 3 clusters Score -635739.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -635739.875000 Penalty: 4068.295410
	Iteration 12Q: 3 clusters Score -635739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -635740.875000 Penalty: 4068.295410
	Iteration 13Q: 3 clusters Score -635740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -635741.250000 Penalty: 4068.295410
	Iteration 14Q: 3 clusters Score -635741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -635742.062500 Penalty: 4068.295410
	Iteration 15Q: 3 clusters Score -635742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -635743.500000 Penalty: 4068.295410
	Iteration 16Q: 3 clusters Score -635743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -635743.625000 Penalty: 4068.295410
	Iteration 17Q: 3 clusters Score -635743.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -635743.437500 Penalty: 4068.295410
	Iteration 18Q: 3 clusters Score -635743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -635744.812500 Penalty: 4068.295410
	Iteration 19Q: 3 clusters Score -635744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -635746.187500 Penalty: 4068.295410
	Iteration 20F: 3 clusters Score -635746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -635746.500000 Penalty: 4068.295410
	Iteration 21Q: 3 clusters Score -635746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -635747.500000 Penalty: 4068.295410
	Iteration 22Q: 3 clusters Score -635747.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -635748.562500 Penalty: 4068.295410
	Iteration 23Q: 3 clusters Score -635748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -635748.562500 Penalty: 4068.295410
	Iteration 24F: 3 clusters Score -635748.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 80048 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2503 members 
Entering Unmasked Estep 
Score: -136987920.000000 Penalty: 80490.468750
Splitting cluster 11 changes total score from -136956528.000000 to -136987920.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (80048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80048 members 
Entering Unmasked Estep 
Score: -14916828.000000 Penalty: 2800.014648
	Iteration 0F: 2 clusters Score -1.491683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -14894387.000000 Penalty: 5600.029297
	Iteration 0F: 3 clusters Score -1.489439e+07 nChanged 37592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 39861 members 
Entering Unmasked Estep 
Score: -14915842.000000 Penalty: 5600.029297
	Iteration 1F: 3 clusters Score -1.491584e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -14917121.000000 Penalty: 5600.029297
	Iteration 2Q: 3 clusters Score -1.491712e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -14918840.000000 Penalty: 5600.029297
	Iteration 3Q: 3 clusters Score -1.491884e+07 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -14921001.000000 Penalty: 5600.029297
	Iteration 4F: 3 clusters Score -1.4921e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -14923411.000000 Penalty: 5600.029297
	Iteration 5F: 3 clusters Score -1.492341e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 33501 members 
Entering Unmasked Estep 
Score: -14925149.000000 Penalty: 5600.029297
	Iteration 6F: 3 clusters Score -1.492515e+07 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -14927018.000000 Penalty: 5600.029297
	Iteration 7F: 3 clusters Score -1.492702e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -14928921.000000 Penalty: 5600.029297
	Iteration 8F: 3 clusters Score -1.492892e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52075 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -14930695.000000 Penalty: 5600.029297
	Iteration 9F: 3 clusters Score -1.49307e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -14931808.000000 Penalty: 5600.029297
	Iteration 10Q: 3 clusters Score -1.493181e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51740 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -14932249.000000 Penalty: 5600.029297
	Iteration 11Q: 3 clusters Score -1.493225e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -14932349.000000 Penalty: 5600.029297
	Iteration 12Q: 3 clusters Score -1.493235e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -14932566.000000 Penalty: 5600.029297
	Iteration 13Q: 3 clusters Score -1.493257e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -14932862.000000 Penalty: 5600.029297
	Iteration 14Q: 3 clusters Score -1.493286e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -14933073.000000 Penalty: 5600.029297
	Iteration 15Q: 3 clusters Score -1.493307e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -14933226.000000 Penalty: 5600.029297
	Iteration 16Q: 3 clusters Score -1.493323e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -14933368.000000 Penalty: 5600.029297
	Iteration 17Q: 3 clusters Score -1.493337e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47173 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -14933468.000000 Penalty: 5600.029297
	Iteration 18Q: 3 clusters Score -1.493347e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -14933540.000000 Penalty: 5600.029297
	Iteration 19Q: 3 clusters Score -1.493354e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -14933606.000000 Penalty: 5600.029297
	Iteration 20F: 3 clusters Score -1.493361e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -14933665.000000 Penalty: 5600.029297
	Iteration 21Q: 3 clusters Score -1.493366e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -14933712.000000 Penalty: 5600.029297
	Iteration 22Q: 3 clusters Score -1.493371e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -14933826.000000 Penalty: 5600.029297
	Iteration 23Q: 3 clusters Score -1.493383e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -14933915.000000 Penalty: 5600.029297
	Iteration 24Q: 3 clusters Score -1.493392e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -14934003.000000 Penalty: 5600.029297
	Iteration 25Q: 3 clusters Score -1.4934e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -14934075.000000 Penalty: 5600.029297
	Iteration 26Q: 3 clusters Score -1.493408e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -14934131.000000 Penalty: 5600.029297
	Iteration 27Q: 3 clusters Score -1.493413e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -14934178.000000 Penalty: 5600.029297
	Iteration 28Q: 3 clusters Score -1.493418e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -14934251.000000 Penalty: 5600.029297
	Iteration 29Q: 3 clusters Score -1.493425e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -14934293.000000 Penalty: 5600.029297
	Iteration 30Q: 3 clusters Score -1.493429e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -14934343.000000 Penalty: 5600.029297
	Iteration 31Q: 3 clusters Score -1.493434e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -14934347.000000 Penalty: 5600.029297
	Iteration 32Q: 3 clusters Score -1.493435e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -14934401.000000 Penalty: 5600.029297
	Iteration 33Q: 3 clusters Score -1.49344e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -14934415.000000 Penalty: 5600.029297
	Iteration 34Q: 3 clusters Score -1.493442e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -14934421.000000 Penalty: 5600.029297
	Iteration 35Q: 3 clusters Score -1.493442e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -14934449.000000 Penalty: 5600.029297
	Iteration 36Q: 3 clusters Score -1.493445e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -14934487.000000 Penalty: 5600.029297
	Iteration 37Q: 3 clusters Score -1.493449e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -14934513.000000 Penalty: 5600.029297
	Iteration 38Q: 3 clusters Score -1.493451e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -14934537.000000 Penalty: 5600.029297
	Iteration 39Q: 3 clusters Score -1.493454e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -14934537.000000 Penalty: 5600.029297
	Iteration 40F: 3 clusters Score -1.493454e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -14934556.000000 Penalty: 5600.029297
	Iteration 41Q: 3 clusters Score -1.493456e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -14934548.000000 Penalty: 5600.029297
	Iteration 42Q: 3 clusters Score -1.493455e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -14934556.000000 Penalty: 5600.029297
	Iteration 43Q: 3 clusters Score -1.493456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -14934608.000000 Penalty: 5600.029297
	Iteration 44Q: 3 clusters Score -1.493461e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -14934610.000000 Penalty: 5600.029297
	Iteration 45Q: 3 clusters Score -1.493461e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -14934622.000000 Penalty: 5600.029297
	Iteration 46Q: 3 clusters Score -1.493462e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -14934604.000000 Penalty: 5600.029297
	Iteration 47Q: 3 clusters Score -1.49346e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -14934614.000000 Penalty: 5600.029297
	Iteration 48Q: 3 clusters Score -1.493461e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -14934638.000000 Penalty: 5600.029297
	Iteration 49Q: 3 clusters Score -1.493464e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -14934638.000000 Penalty: 5600.029297
	Iteration 50Q: 3 clusters Score -1.493464e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -14934643.000000 Penalty: 5600.029297
	Iteration 51Q: 3 clusters Score -1.493464e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -14934628.000000 Penalty: 5600.029297
	Iteration 52Q: 3 clusters Score -1.493463e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -14934632.000000 Penalty: 5600.029297
	Iteration 53Q: 3 clusters Score -1.493463e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -14934657.000000 Penalty: 5600.029297
	Iteration 54Q: 3 clusters Score -1.493466e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -14934666.000000 Penalty: 5600.029297
	Iteration 55Q: 3 clusters Score -1.493467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -14934680.000000 Penalty: 5600.029297
	Iteration 56Q: 3 clusters Score -1.493468e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -14934682.000000 Penalty: 5600.029297
	Iteration 57Q: 3 clusters Score -1.493468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -14934663.000000 Penalty: 5600.029297
	Iteration 58Q: 3 clusters Score -1.493466e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -14934671.000000 Penalty: 5600.029297
	Iteration 59Q: 3 clusters Score -1.493467e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -14934676.000000 Penalty: 5600.029297
	Iteration 60F: 3 clusters Score -1.493468e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -14934707.000000 Penalty: 5600.029297
	Iteration 61Q: 3 clusters Score -1.493471e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -14934708.000000 Penalty: 5600.029297
	Iteration 62Q: 3 clusters Score -1.493471e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -14934721.000000 Penalty: 5600.029297
	Iteration 63Q: 3 clusters Score -1.493472e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -14934740.000000 Penalty: 5600.029297
	Iteration 64Q: 3 clusters Score -1.493474e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -14934744.000000 Penalty: 5600.029297
	Iteration 65Q: 3 clusters Score -1.493474e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -14934753.000000 Penalty: 5600.029297
	Iteration 66Q: 3 clusters Score -1.493475e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -14934740.000000 Penalty: 5600.029297
	Iteration 67Q: 3 clusters Score -1.493474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -14934741.000000 Penalty: 5600.029297
	Iteration 68Q: 3 clusters Score -1.493474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -14934750.000000 Penalty: 5600.029297
	Iteration 69Q: 3 clusters Score -1.493475e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -14934752.000000 Penalty: 5600.029297
	Iteration 70Q: 3 clusters Score -1.493475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -14934755.000000 Penalty: 5600.029297
	Iteration 71Q: 3 clusters Score -1.493476e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -14934753.000000 Penalty: 5600.029297
	Iteration 72Q: 3 clusters Score -1.493475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -14934768.000000 Penalty: 5600.029297
	Iteration 73Q: 3 clusters Score -1.493477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -14934757.000000 Penalty: 5600.029297
	Iteration 74Q: 3 clusters Score -1.493476e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -14934741.000000 Penalty: 5600.029297
	Iteration 75Q: 3 clusters Score -1.493474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 37736 members 
Entering Unmasked Estep 
Score: -14934754.000000 Penalty: 5600.029297
	Iteration 76Q: 3 clusters Score -1.493475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -14934771.000000 Penalty: 5600.029297
	Iteration 77Q: 3 clusters Score -1.493477e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -14934755.000000 Penalty: 5600.029297
	Iteration 78Q: 3 clusters Score -1.493476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -14934750.000000 Penalty: 5600.029297
	Iteration 79Q: 3 clusters Score -1.493475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -14934761.000000 Penalty: 5600.029297
	Iteration 80F: 3 clusters Score -1.493476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -14934765.000000 Penalty: 5600.029297
	Iteration 81Q: 3 clusters Score -1.493476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -14934769.000000 Penalty: 5600.029297
	Iteration 82Q: 3 clusters Score -1.493477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -14934775.000000 Penalty: 5600.029297
	Iteration 83Q: 3 clusters Score -1.493478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -14934769.000000 Penalty: 5600.029297
	Iteration 84Q: 3 clusters Score -1.493477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -14934776.000000 Penalty: 5600.029297
	Iteration 85Q: 3 clusters Score -1.493478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -14934782.000000 Penalty: 5600.029297
	Iteration 86Q: 3 clusters Score -1.493478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -14934787.000000 Penalty: 5600.029297
	Iteration 87Q: 3 clusters Score -1.493479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -14934787.000000 Penalty: 5600.029297
	Iteration 88F: 3 clusters Score -1.493479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 70093 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 37684 members 
Entering Unmasked Estep 
Score: -137007200.000000 Penalty: 83844.242188
Splitting cluster 12 changes total score from -136956528.000000 to -137007200.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (3935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Entering Unmasked Estep 
Score: -720439.875000 Penalty: 2052.861084
	Iteration 0F: 2 clusters Score -720439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -716592.437500 Penalty: 4105.722168
	Iteration 0F: 3 clusters Score -716592.4 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -717379.062500 Penalty: 4105.722168
	Iteration 1F: 3 clusters Score -717379.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -717573.875000 Penalty: 4105.722168
	Iteration 2F: 3 clusters Score -717573.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -717685.312500 Penalty: 4105.722168
	Iteration 3Q: 3 clusters Score -717685.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -717757.812500 Penalty: 4105.722168
	Iteration 4Q: 3 clusters Score -717757.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -717817.500000 Penalty: 4105.722168
	Iteration 5Q: 3 clusters Score -717817.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -717872.187500 Penalty: 4105.722168
	Iteration 6Q: 3 clusters Score -717872.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -717911.812500 Penalty: 4105.722168
	Iteration 7Q: 3 clusters Score -717911.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -717952.250000 Penalty: 4105.722168
	Iteration 8Q: 3 clusters Score -717952.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -717998.812500 Penalty: 4105.722168
	Iteration 9Q: 3 clusters Score -717998.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -718040.250000 Penalty: 4105.722168
	Iteration 10Q: 3 clusters Score -718040.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -718074.812500 Penalty: 4105.722168
	Iteration 11Q: 3 clusters Score -718074.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -718099.562500 Penalty: 4105.722168
	Iteration 12Q: 3 clusters Score -718099.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -718128.875000 Penalty: 4105.722168
	Iteration 13Q: 3 clusters Score -718128.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -718157.062500 Penalty: 4105.722168
	Iteration 14Q: 3 clusters Score -718157.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -718183.437500 Penalty: 4105.722168
	Iteration 15Q: 3 clusters Score -718183.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -718212.625000 Penalty: 4105.722168
	Iteration 16Q: 3 clusters Score -718212.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -718240.062500 Penalty: 4105.722168
	Iteration 17Q: 3 clusters Score -718240.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -718267.250000 Penalty: 4105.722168
	Iteration 18Q: 3 clusters Score -718267.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -718304.812500 Penalty: 4105.722168
	Iteration 19Q: 3 clusters Score -718304.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -718335.000000 Penalty: 4105.722168
	Iteration 20F: 3 clusters Score -718335 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -718370.125000 Penalty: 4105.722168
	Iteration 21Q: 3 clusters Score -718370.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -718408.937500 Penalty: 4105.722168
	Iteration 22Q: 3 clusters Score -718408.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -718450.062500 Penalty: 4105.722168
	Iteration 23Q: 3 clusters Score -718450.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -718489.687500 Penalty: 4105.722168
	Iteration 24Q: 3 clusters Score -718489.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -718523.062500 Penalty: 4105.722168
	Iteration 25Q: 3 clusters Score -718523.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -718556.812500 Penalty: 4105.722168
	Iteration 26Q: 3 clusters Score -718556.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -718577.000000 Penalty: 4105.722168
	Iteration 27Q: 3 clusters Score -718577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -718597.250000 Penalty: 4105.722168
	Iteration 28Q: 3 clusters Score -718597.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -718611.812500 Penalty: 4105.722168
	Iteration 29Q: 3 clusters Score -718611.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -718626.062500 Penalty: 4105.722168
	Iteration 30Q: 3 clusters Score -718626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -718633.125000 Penalty: 4105.722168
	Iteration 31Q: 3 clusters Score -718633.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -718644.437500 Penalty: 4105.722168
	Iteration 32Q: 3 clusters Score -718644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -718647.875000 Penalty: 4105.722168
	Iteration 33Q: 3 clusters Score -718647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -718649.687500 Penalty: 4105.722168
	Iteration 34Q: 3 clusters Score -718649.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -718649.875000 Penalty: 4105.722168
	Iteration 35Q: 3 clusters Score -718649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -718648.937500 Penalty: 4105.722168
	Iteration 36Q: 3 clusters Score -718648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -718649.500000 Penalty: 4105.722168
	Iteration 37Q: 3 clusters Score -718649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -718650.812500 Penalty: 4105.722168
	Iteration 38Q: 3 clusters Score -718650.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -718652.375000 Penalty: 4105.722168
	Iteration 39Q: 3 clusters Score -718652.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -718652.250000 Penalty: 4105.722168
	Iteration 40F: 3 clusters Score -718652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -718653.937500 Penalty: 4105.722168
	Iteration 41Q: 3 clusters Score -718653.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -718654.437500 Penalty: 4105.722168
	Iteration 42Q: 3 clusters Score -718654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -718654.000000 Penalty: 4105.722168
	Iteration 43Q: 3 clusters Score -718654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -718654.000000 Penalty: 4105.722168
	Iteration 44F: 3 clusters Score -718654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (70093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70093 members 
Entering Unmasked Estep 
Score: -13189183.000000 Penalty: 2767.079346
	Iteration 0F: 2 clusters Score -1.318918e+07 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 35111 members 
Entering Unmasked Estep 
Score: -13162003.000000 Penalty: 5534.158691
	Iteration 0F: 3 clusters Score -1.3162e+07 nChanged 32811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -13180484.000000 Penalty: 5534.158691
	Iteration 1F: 3 clusters Score -1.318048e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -13181214.000000 Penalty: 5534.158691
	Iteration 2Q: 3 clusters Score -1.318121e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -13182003.000000 Penalty: 5534.158691
	Iteration 3Q: 3 clusters Score -1.3182e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -13182883.000000 Penalty: 5534.158691
	Iteration 4Q: 3 clusters Score -1.318288e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -13184178.000000 Penalty: 5534.158691
	Iteration 5Q: 3 clusters Score -1.318418e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -13185662.000000 Penalty: 5534.158691
	Iteration 6Q: 3 clusters Score -1.318566e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -13187664.000000 Penalty: 5534.158691
	Iteration 7F: 3 clusters Score -1.318766e+07 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -13190156.000000 Penalty: 5534.158691
	Iteration 8F: 3 clusters Score -1.319016e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -13193134.000000 Penalty: 5534.158691
	Iteration 9F: 3 clusters Score -1.319313e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -13195592.000000 Penalty: 5534.158691
	Iteration 10F: 3 clusters Score -1.319559e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -13197271.000000 Penalty: 5534.158691
	Iteration 11Q: 3 clusters Score -1.319727e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -13198049.000000 Penalty: 5534.158691
	Iteration 12Q: 3 clusters Score -1.319805e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -13198468.000000 Penalty: 5534.158691
	Iteration 13Q: 3 clusters Score -1.319847e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -13198766.000000 Penalty: 5534.158691
	Iteration 14Q: 3 clusters Score -1.319877e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -13198984.000000 Penalty: 5534.158691
	Iteration 15Q: 3 clusters Score -1.319898e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -13199192.000000 Penalty: 5534.158691
	Iteration 16Q: 3 clusters Score -1.319919e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -13199386.000000 Penalty: 5534.158691
	Iteration 17Q: 3 clusters Score -1.319939e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -13199568.000000 Penalty: 5534.158691
	Iteration 18Q: 3 clusters Score -1.319957e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -13199764.000000 Penalty: 5534.158691
	Iteration 19Q: 3 clusters Score -1.319976e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -13199790.000000 Penalty: 5534.158691
	Iteration 20F: 3 clusters Score -1.319979e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -13199901.000000 Penalty: 5534.158691
	Iteration 21Q: 3 clusters Score -1.31999e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -13199985.000000 Penalty: 5534.158691
	Iteration 22Q: 3 clusters Score -1.319998e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -13200021.000000 Penalty: 5534.158691
	Iteration 23Q: 3 clusters Score -1.320002e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -13200075.000000 Penalty: 5534.158691
	Iteration 24Q: 3 clusters Score -1.320008e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -13200118.000000 Penalty: 5534.158691
	Iteration 25Q: 3 clusters Score -1.320012e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -13200117.000000 Penalty: 5534.158691
	Iteration 26Q: 3 clusters Score -1.320012e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -13200087.000000 Penalty: 5534.158691
	Iteration 27Q: 3 clusters Score -1.320009e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -13200086.000000 Penalty: 5534.158691
	Iteration 28Q: 3 clusters Score -1.320009e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -13200121.000000 Penalty: 5534.158691
	Iteration 29Q: 3 clusters Score -1.320012e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 27372 members 
Entering Unmasked Estep 
Score: -13200139.000000 Penalty: 5534.158691
	Iteration 30Q: 3 clusters Score -1.320014e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -13200108.000000 Penalty: 5534.158691
	Iteration 31Q: 3 clusters Score -1.320011e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -13200082.000000 Penalty: 5534.158691
	Iteration 32Q: 3 clusters Score -1.320008e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -13200076.000000 Penalty: 5534.158691
	Iteration 33Q: 3 clusters Score -1.320008e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -13200037.000000 Penalty: 5534.158691
	Iteration 34Q: 3 clusters Score -1.320004e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -13200033.000000 Penalty: 5534.158691
	Iteration 35Q: 3 clusters Score -1.320003e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -13200069.000000 Penalty: 5534.158691
	Iteration 36Q: 3 clusters Score -1.320007e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -13200038.000000 Penalty: 5534.158691
	Iteration 37Q: 3 clusters Score -1.320004e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -13200011.000000 Penalty: 5534.158691
	Iteration 38Q: 3 clusters Score -1.320001e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -13200019.000000 Penalty: 5534.158691
	Iteration 39Q: 3 clusters Score -1.320002e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -13199991.000000 Penalty: 5534.158691
	Iteration 40F: 3 clusters Score -1.319999e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -13200014.000000 Penalty: 5534.158691
	Iteration 41Q: 3 clusters Score -1.320001e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -13200023.000000 Penalty: 5534.158691
	Iteration 42Q: 3 clusters Score -1.320002e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 43Q: 3 clusters Score -1.319996e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -13199928.000000 Penalty: 5534.158691
	Iteration 44Q: 3 clusters Score -1.319993e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -13199943.000000 Penalty: 5534.158691
	Iteration 45Q: 3 clusters Score -1.319994e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -13199959.000000 Penalty: 5534.158691
	Iteration 46Q: 3 clusters Score -1.319996e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -13199960.000000 Penalty: 5534.158691
	Iteration 47Q: 3 clusters Score -1.319996e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -13199996.000000 Penalty: 5534.158691
	Iteration 48Q: 3 clusters Score -1.32e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -13199994.000000 Penalty: 5534.158691
	Iteration 49Q: 3 clusters Score -1.319999e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -13199971.000000 Penalty: 5534.158691
	Iteration 50Q: 3 clusters Score -1.319997e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -13199932.000000 Penalty: 5534.158691
	Iteration 51Q: 3 clusters Score -1.319993e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -13199910.000000 Penalty: 5534.158691
	Iteration 52Q: 3 clusters Score -1.319991e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -13199919.000000 Penalty: 5534.158691
	Iteration 53Q: 3 clusters Score -1.319992e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -13199908.000000 Penalty: 5534.158691
	Iteration 54Q: 3 clusters Score -1.319991e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -13199909.000000 Penalty: 5534.158691
	Iteration 55Q: 3 clusters Score -1.319991e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -13199913.000000 Penalty: 5534.158691
	Iteration 56Q: 3 clusters Score -1.319991e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -13199896.000000 Penalty: 5534.158691
	Iteration 57Q: 3 clusters Score -1.31999e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -13199900.000000 Penalty: 5534.158691
	Iteration 58Q: 3 clusters Score -1.31999e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -13199921.000000 Penalty: 5534.158691
	Iteration 59Q: 3 clusters Score -1.319992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -13199933.000000 Penalty: 5534.158691
	Iteration 60F: 3 clusters Score -1.319993e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -13199958.000000 Penalty: 5534.158691
	Iteration 61Q: 3 clusters Score -1.319996e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 62Q: 3 clusters Score -1.319996e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -13199958.000000 Penalty: 5534.158691
	Iteration 63Q: 3 clusters Score -1.319996e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 64Q: 3 clusters Score -1.319996e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 65Q: 3 clusters Score -1.319995e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -13199962.000000 Penalty: 5534.158691
	Iteration 66Q: 3 clusters Score -1.319996e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 26440 members 
Entering Unmasked Estep 
Score: -13199938.000000 Penalty: 5534.158691
	Iteration 67Q: 3 clusters Score -1.319994e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -13199939.000000 Penalty: 5534.158691
	Iteration 68Q: 3 clusters Score -1.319994e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -13199925.000000 Penalty: 5534.158691
	Iteration 69Q: 3 clusters Score -1.319992e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -13199927.000000 Penalty: 5534.158691
	Iteration 70Q: 3 clusters Score -1.319993e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -13199924.000000 Penalty: 5534.158691
	Iteration 71Q: 3 clusters Score -1.319992e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -13199897.000000 Penalty: 5534.158691
	Iteration 72Q: 3 clusters Score -1.31999e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -13199912.000000 Penalty: 5534.158691
	Iteration 73Q: 3 clusters Score -1.319991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -13199889.000000 Penalty: 5534.158691
	Iteration 74Q: 3 clusters Score -1.319989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -13199903.000000 Penalty: 5534.158691
	Iteration 75Q: 3 clusters Score -1.31999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -13199907.000000 Penalty: 5534.158691
	Iteration 76Q: 3 clusters Score -1.319991e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -13199913.000000 Penalty: 5534.158691
	Iteration 77Q: 3 clusters Score -1.319991e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -13199926.000000 Penalty: 5534.158691
	Iteration 78Q: 3 clusters Score -1.319993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -13199915.000000 Penalty: 5534.158691
	Iteration 79Q: 3 clusters Score -1.319992e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -13199920.000000 Penalty: 5534.158691
	Iteration 80F: 3 clusters Score -1.319992e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -13199901.000000 Penalty: 5534.158691
	Iteration 81Q: 3 clusters Score -1.31999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -13199916.000000 Penalty: 5534.158691
	Iteration 82Q: 3 clusters Score -1.319992e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -13199929.000000 Penalty: 5534.158691
	Iteration 83Q: 3 clusters Score -1.319993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199950.000000 Penalty: 5534.158691
	Iteration 84Q: 3 clusters Score -1.319995e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -13199942.000000 Penalty: 5534.158691
	Iteration 85Q: 3 clusters Score -1.319994e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -13199952.000000 Penalty: 5534.158691
	Iteration 86Q: 3 clusters Score -1.319995e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -13199927.000000 Penalty: 5534.158691
	Iteration 87Q: 3 clusters Score -1.319993e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 88Q: 3 clusters Score -1.319995e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -13199945.000000 Penalty: 5534.158691
	Iteration 89Q: 3 clusters Score -1.319994e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -13199921.000000 Penalty: 5534.158691
	Iteration 90Q: 3 clusters Score -1.319992e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -13199934.000000 Penalty: 5534.158691
	Iteration 91Q: 3 clusters Score -1.319993e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13199937.000000 Penalty: 5534.158691
	Iteration 92Q: 3 clusters Score -1.319994e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 93Q: 3 clusters Score -1.319995e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 94Q: 3 clusters Score -1.319995e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199930.000000 Penalty: 5534.158691
	Iteration 95Q: 3 clusters Score -1.319993e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -13199932.000000 Penalty: 5534.158691
	Iteration 96Q: 3 clusters Score -1.319993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13199938.000000 Penalty: 5534.158691
	Iteration 97Q: 3 clusters Score -1.319994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -13199921.000000 Penalty: 5534.158691
	Iteration 98Q: 3 clusters Score -1.319992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -13199908.000000 Penalty: 5534.158691
	Iteration 99Q: 3 clusters Score -1.319991e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -13199920.000000 Penalty: 5534.158691
	Iteration 100F: 3 clusters Score -1.319992e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -13199906.000000 Penalty: 5534.158691
	Iteration 101Q: 3 clusters Score -1.319991e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -13199879.000000 Penalty: 5534.158691
	Iteration 102Q: 3 clusters Score -1.319988e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -13199906.000000 Penalty: 5534.158691
	Iteration 103Q: 3 clusters Score -1.319991e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -13199876.000000 Penalty: 5534.158691
	Iteration 104Q: 3 clusters Score -1.319988e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -13199876.000000 Penalty: 5534.158691
	Iteration 105Q: 3 clusters Score -1.319988e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -13199877.000000 Penalty: 5534.158691
	Iteration 106Q: 3 clusters Score -1.319988e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -13199895.000000 Penalty: 5534.158691
	Iteration 107Q: 3 clusters Score -1.31999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -13199890.000000 Penalty: 5534.158691
	Iteration 108Q: 3 clusters Score -1.319989e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13199872.000000 Penalty: 5534.158691
	Iteration 109Q: 3 clusters Score -1.319987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -13199853.000000 Penalty: 5534.158691
	Iteration 110Q: 3 clusters Score -1.319985e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -13199845.000000 Penalty: 5534.158691
	Iteration 111Q: 3 clusters Score -1.319984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -13199843.000000 Penalty: 5534.158691
	Iteration 112Q: 3 clusters Score -1.319984e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -13199865.000000 Penalty: 5534.158691
	Iteration 113Q: 3 clusters Score -1.319986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -13199861.000000 Penalty: 5534.158691
	Iteration 114Q: 3 clusters Score -1.319986e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -13199844.000000 Penalty: 5534.158691
	Iteration 115Q: 3 clusters Score -1.319984e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -13199868.000000 Penalty: 5534.158691
	Iteration 116Q: 3 clusters Score -1.319987e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -13199864.000000 Penalty: 5534.158691
	Iteration 117Q: 3 clusters Score -1.319986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -13199879.000000 Penalty: 5534.158691
	Iteration 118Q: 3 clusters Score -1.319988e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -13199886.000000 Penalty: 5534.158691
	Iteration 119Q: 3 clusters Score -1.319989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -13199861.000000 Penalty: 5534.158691
	Iteration 120F: 3 clusters Score -1.319986e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -13199880.000000 Penalty: 5534.158691
	Iteration 121Q: 3 clusters Score -1.319988e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199886.000000 Penalty: 5534.158691
	Iteration 122Q: 3 clusters Score -1.319989e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199889.000000 Penalty: 5534.158691
	Iteration 123Q: 3 clusters Score -1.319989e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -13199908.000000 Penalty: 5534.158691
	Iteration 124Q: 3 clusters Score -1.319991e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 125Q: 3 clusters Score -1.319995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -13199976.000000 Penalty: 5534.158691
	Iteration 126Q: 3 clusters Score -1.319998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 127Q: 3 clusters Score -1.319997e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -13199977.000000 Penalty: 5534.158691
	Iteration 128Q: 3 clusters Score -1.319998e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 129Q: 3 clusters Score -1.319994e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -13199944.000000 Penalty: 5534.158691
	Iteration 130Q: 3 clusters Score -1.319994e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -13199971.000000 Penalty: 5534.158691
	Iteration 131Q: 3 clusters Score -1.319997e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -13199939.000000 Penalty: 5534.158691
	Iteration 132Q: 3 clusters Score -1.319994e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -13199953.000000 Penalty: 5534.158691
	Iteration 133Q: 3 clusters Score -1.319995e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -13199923.000000 Penalty: 5534.158691
	Iteration 134Q: 3 clusters Score -1.319992e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -13199919.000000 Penalty: 5534.158691
	Iteration 135Q: 3 clusters Score -1.319992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -13199917.000000 Penalty: 5534.158691
	Iteration 136Q: 3 clusters Score -1.319992e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -13199934.000000 Penalty: 5534.158691
	Iteration 137Q: 3 clusters Score -1.319993e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -13199922.000000 Penalty: 5534.158691
	Iteration 138Q: 3 clusters Score -1.319992e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -13199962.000000 Penalty: 5534.158691
	Iteration 139Q: 3 clusters Score -1.319996e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -13199935.000000 Penalty: 5534.158691
	Iteration 140F: 3 clusters Score -1.319994e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 141Q: 3 clusters Score -1.319994e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -13199978.000000 Penalty: 5534.158691
	Iteration 142Q: 3 clusters Score -1.319998e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -13199981.000000 Penalty: 5534.158691
	Iteration 143Q: 3 clusters Score -1.319998e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -13199977.000000 Penalty: 5534.158691
	Iteration 144Q: 3 clusters Score -1.319998e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -13199975.000000 Penalty: 5534.158691
	Iteration 145Q: 3 clusters Score -1.319998e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -13199967.000000 Penalty: 5534.158691
	Iteration 146Q: 3 clusters Score -1.319997e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -13199941.000000 Penalty: 5534.158691
	Iteration 147Q: 3 clusters Score -1.319994e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 148Q: 3 clusters Score -1.319997e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -13199929.000000 Penalty: 5534.158691
	Iteration 149Q: 3 clusters Score -1.319993e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -13199927.000000 Penalty: 5534.158691
	Iteration 150Q: 3 clusters Score -1.319993e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -13199928.000000 Penalty: 5534.158691
	Iteration 151Q: 3 clusters Score -1.319993e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -13199926.000000 Penalty: 5534.158691
	Iteration 152Q: 3 clusters Score -1.319993e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -13199928.000000 Penalty: 5534.158691
	Iteration 153Q: 3 clusters Score -1.319993e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 154Q: 3 clusters Score -1.319994e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 155Q: 3 clusters Score -1.319994e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 156Q: 3 clusters Score -1.319995e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -13199962.000000 Penalty: 5534.158691
	Iteration 157Q: 3 clusters Score -1.319996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 158Q: 3 clusters Score -1.319994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -13199962.000000 Penalty: 5534.158691
	Iteration 159Q: 3 clusters Score -1.319996e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -13199967.000000 Penalty: 5534.158691
	Iteration 160F: 3 clusters Score -1.319997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -13199963.000000 Penalty: 5534.158691
	Iteration 161Q: 3 clusters Score -1.319996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -13199972.000000 Penalty: 5534.158691
	Iteration 162Q: 3 clusters Score -1.319997e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -13199965.000000 Penalty: 5534.158691
	Iteration 163Q: 3 clusters Score -1.319996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -13199974.000000 Penalty: 5534.158691
	Iteration 164Q: 3 clusters Score -1.319997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -13199982.000000 Penalty: 5534.158691
	Iteration 165Q: 3 clusters Score -1.319998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -13199980.000000 Penalty: 5534.158691
	Iteration 166Q: 3 clusters Score -1.319998e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -13199987.000000 Penalty: 5534.158691
	Iteration 167Q: 3 clusters Score -1.319999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -13199992.000000 Penalty: 5534.158691
	Iteration 168Q: 3 clusters Score -1.319999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -13199983.000000 Penalty: 5534.158691
	Iteration 169Q: 3 clusters Score -1.319998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -13199979.000000 Penalty: 5534.158691
	Iteration 170Q: 3 clusters Score -1.319998e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 171Q: 3 clusters Score -1.319996e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -13199959.000000 Penalty: 5534.158691
	Iteration 172Q: 3 clusters Score -1.319996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -13199966.000000 Penalty: 5534.158691
	Iteration 173Q: 3 clusters Score -1.319997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -13199957.000000 Penalty: 5534.158691
	Iteration 174Q: 3 clusters Score -1.319996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -13199957.000000 Penalty: 5534.158691
	Iteration 175Q: 3 clusters Score -1.319996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13199950.000000 Penalty: 5534.158691
	Iteration 176Q: 3 clusters Score -1.319995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -13199939.000000 Penalty: 5534.158691
	Iteration 177Q: 3 clusters Score -1.319994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -13199947.000000 Penalty: 5534.158691
	Iteration 178Q: 3 clusters Score -1.319995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 179Q: 3 clusters Score -1.319996e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -13199953.000000 Penalty: 5534.158691
	Iteration 180F: 3 clusters Score -1.319995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13199970.000000 Penalty: 5534.158691
	Iteration 181Q: 3 clusters Score -1.319997e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -13199955.000000 Penalty: 5534.158691
	Iteration 182Q: 3 clusters Score -1.319996e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -13199964.000000 Penalty: 5534.158691
	Iteration 183Q: 3 clusters Score -1.319996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 184Q: 3 clusters Score -1.319995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -13199970.000000 Penalty: 5534.158691
	Iteration 185Q: 3 clusters Score -1.319997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -13199982.000000 Penalty: 5534.158691
	Iteration 186Q: 3 clusters Score -1.319998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -13199985.000000 Penalty: 5534.158691
	Iteration 187Q: 3 clusters Score -1.319998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -13199974.000000 Penalty: 5534.158691
	Iteration 188Q: 3 clusters Score -1.319997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -13199975.000000 Penalty: 5534.158691
	Iteration 189Q: 3 clusters Score -1.319998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -13199972.000000 Penalty: 5534.158691
	Iteration 190Q: 3 clusters Score -1.319997e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -13199975.000000 Penalty: 5534.158691
	Iteration 191Q: 3 clusters Score -1.319998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -13199974.000000 Penalty: 5534.158691
	Iteration 192Q: 3 clusters Score -1.319997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 193Q: 3 clusters Score -1.319997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -13199968.000000 Penalty: 5534.158691
	Iteration 194Q: 3 clusters Score -1.319997e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -13199984.000000 Penalty: 5534.158691
	Iteration 195Q: 3 clusters Score -1.319998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -13199966.000000 Penalty: 5534.158691
	Iteration 196Q: 3 clusters Score -1.319997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 197Q: 3 clusters Score -1.319996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -13199968.000000 Penalty: 5534.158691
	Iteration 198Q: 3 clusters Score -1.319997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -13199971.000000 Penalty: 5534.158691
	Iteration 199Q: 3 clusters Score -1.319997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -13199942.000000 Penalty: 5534.158691
	Iteration 200F: 3 clusters Score -1.319994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 201Q: 3 clusters Score -1.319995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -13199951.000000 Penalty: 5534.158691
	Iteration 202Q: 3 clusters Score -1.319995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -13199945.000000 Penalty: 5534.158691
	Iteration 203Q: 3 clusters Score -1.319994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 204Q: 3 clusters Score -1.319995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -13199944.000000 Penalty: 5534.158691
	Iteration 205Q: 3 clusters Score -1.319994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 206Q: 3 clusters Score -1.319995e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 207Q: 3 clusters Score -1.319996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 208Q: 3 clusters Score -1.319995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -13199958.000000 Penalty: 5534.158691
	Iteration 209Q: 3 clusters Score -1.319996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -13199955.000000 Penalty: 5534.158691
	Iteration 210Q: 3 clusters Score -1.319996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -13199944.000000 Penalty: 5534.158691
	Iteration 211Q: 3 clusters Score -1.319994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -13199936.000000 Penalty: 5534.158691
	Iteration 212Q: 3 clusters Score -1.319994e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -13199940.000000 Penalty: 5534.158691
	Iteration 213Q: 3 clusters Score -1.319994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -13199958.000000 Penalty: 5534.158691
	Iteration 214Q: 3 clusters Score -1.319996e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 26493 members 
Entering Unmasked Estep 
Score: -13199964.000000 Penalty: 5534.158691
	Iteration 215Q: 3 clusters Score -1.319996e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -13199960.000000 Penalty: 5534.158691
	Iteration 216Q: 3 clusters Score -1.319996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -13199963.000000 Penalty: 5534.158691
	Iteration 217Q: 3 clusters Score -1.319996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -13199983.000000 Penalty: 5534.158691
	Iteration 218Q: 3 clusters Score -1.319998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -13199980.000000 Penalty: 5534.158691
	Iteration 219Q: 3 clusters Score -1.319998e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -13199976.000000 Penalty: 5534.158691
	Iteration 220F: 3 clusters Score -1.319998e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -13199964.000000 Penalty: 5534.158691
	Iteration 221Q: 3 clusters Score -1.319996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -13199968.000000 Penalty: 5534.158691
	Iteration 222Q: 3 clusters Score -1.319997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 223Q: 3 clusters Score -1.319996e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -13199958.000000 Penalty: 5534.158691
	Iteration 224Q: 3 clusters Score -1.319996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -13199948.000000 Penalty: 5534.158691
	Iteration 225Q: 3 clusters Score -1.319995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 226Q: 3 clusters Score -1.319995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 227Q: 3 clusters Score -1.319996e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -13199970.000000 Penalty: 5534.158691
	Iteration 228Q: 3 clusters Score -1.319997e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -13199985.000000 Penalty: 5534.158691
	Iteration 229Q: 3 clusters Score -1.319998e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -13199921.000000 Penalty: 5534.158691
	Iteration 230Q: 3 clusters Score -1.319992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -13199917.000000 Penalty: 5534.158691
	Iteration 231Q: 3 clusters Score -1.319992e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -13199934.000000 Penalty: 5534.158691
	Iteration 232Q: 3 clusters Score -1.319993e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -13199946.000000 Penalty: 5534.158691
	Iteration 233Q: 3 clusters Score -1.319995e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -13199947.000000 Penalty: 5534.158691
	Iteration 234Q: 3 clusters Score -1.319995e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -13199930.000000 Penalty: 5534.158691
	Iteration 235Q: 3 clusters Score -1.319993e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -13199960.000000 Penalty: 5534.158691
	Iteration 236Q: 3 clusters Score -1.319996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -13199980.000000 Penalty: 5534.158691
	Iteration 237Q: 3 clusters Score -1.319998e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 238Q: 3 clusters Score -1.319996e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -13199950.000000 Penalty: 5534.158691
	Iteration 239Q: 3 clusters Score -1.319995e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 240F: 3 clusters Score -1.319996e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -13199948.000000 Penalty: 5534.158691
	Iteration 241Q: 3 clusters Score -1.319995e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 242Q: 3 clusters Score -1.319996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -13199955.000000 Penalty: 5534.158691
	Iteration 243Q: 3 clusters Score -1.319996e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -13199945.000000 Penalty: 5534.158691
	Iteration 244Q: 3 clusters Score -1.319994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -13199960.000000 Penalty: 5534.158691
	Iteration 245Q: 3 clusters Score -1.319996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -13199948.000000 Penalty: 5534.158691
	Iteration 246Q: 3 clusters Score -1.319995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -13199948.000000 Penalty: 5534.158691
	Iteration 247Q: 3 clusters Score -1.319995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 248Q: 3 clusters Score -1.319995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -13199949.000000 Penalty: 5534.158691
	Iteration 249Q: 3 clusters Score -1.319995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -13199941.000000 Penalty: 5534.158691
	Iteration 250Q: 3 clusters Score -1.319994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 251Q: 3 clusters Score -1.319995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -13199957.000000 Penalty: 5534.158691
	Iteration 252Q: 3 clusters Score -1.319996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 253Q: 3 clusters Score -1.319995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 254Q: 3 clusters Score -1.319996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 255Q: 3 clusters Score -1.319995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 256Q: 3 clusters Score -1.319996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -13199951.000000 Penalty: 5534.158691
	Iteration 257Q: 3 clusters Score -1.319995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -13199956.000000 Penalty: 5534.158691
	Iteration 258Q: 3 clusters Score -1.319996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -13199964.000000 Penalty: 5534.158691
	Iteration 259Q: 3 clusters Score -1.319996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -13199966.000000 Penalty: 5534.158691
	Iteration 260F: 3 clusters Score -1.319997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 261Q: 3 clusters Score -1.319995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -13199941.000000 Penalty: 5534.158691
	Iteration 262Q: 3 clusters Score -1.319994e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 263Q: 3 clusters Score -1.319995e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -13199960.000000 Penalty: 5534.158691
	Iteration 264Q: 3 clusters Score -1.319996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -13199954.000000 Penalty: 5534.158691
	Iteration 265Q: 3 clusters Score -1.319995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -13199962.000000 Penalty: 5534.158691
	Iteration 266Q: 3 clusters Score -1.319996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -13199992.000000 Penalty: 5534.158691
	Iteration 267Q: 3 clusters Score -1.319999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -13199985.000000 Penalty: 5534.158691
	Iteration 268Q: 3 clusters Score -1.319998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -13199970.000000 Penalty: 5534.158691
	Iteration 269Q: 3 clusters Score -1.319997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -13199967.000000 Penalty: 5534.158691
	Iteration 270Q: 3 clusters Score -1.319997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 271Q: 3 clusters Score -1.319997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -13199972.000000 Penalty: 5534.158691
	Iteration 272Q: 3 clusters Score -1.319997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -13199957.000000 Penalty: 5534.158691
	Iteration 273Q: 3 clusters Score -1.319996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199957.000000 Penalty: 5534.158691
	Iteration 274Q: 3 clusters Score -1.319996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -13199964.000000 Penalty: 5534.158691
	Iteration 275Q: 3 clusters Score -1.319996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199959.000000 Penalty: 5534.158691
	Iteration 276Q: 3 clusters Score -1.319996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -13199955.000000 Penalty: 5534.158691
	Iteration 277Q: 3 clusters Score -1.319996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199959.000000 Penalty: 5534.158691
	Iteration 278Q: 3 clusters Score -1.319996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199963.000000 Penalty: 5534.158691
	Iteration 279Q: 3 clusters Score -1.319996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 280F: 3 clusters Score -1.319996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199966.000000 Penalty: 5534.158691
	Iteration 281Q: 3 clusters Score -1.319997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199967.000000 Penalty: 5534.158691
	Iteration 282Q: 3 clusters Score -1.319997e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -13199961.000000 Penalty: 5534.158691
	Iteration 283Q: 3 clusters Score -1.319996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 284Q: 3 clusters Score -1.319997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -13199969.000000 Penalty: 5534.158691
	Iteration 285F: 3 clusters Score -1.319997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 43925 members 
Mstep: Class 15 contains 50489 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 37684 members 
Mstep: Class 26 contains 26168 members 
Entering Unmasked Estep 
Score: -137018400.000000 Penalty: 87198.015625
Splitting cluster 14 changes total score from -136956528.000000 to -137018400.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (50489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Entering Unmasked Estep 
Score: -9361843.000000 Penalty: 2685.718750
	Iteration 0F: 2 clusters Score -9361843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -9331258.000000 Penalty: 5371.437500
	Iteration 0F: 3 clusters Score -9331258 nChanged 23380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -9344200.000000 Penalty: 5371.437500
	Iteration 1F: 3 clusters Score -9344200 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -9344853.000000 Penalty: 5371.437500
	Iteration 2Q: 3 clusters Score -9344853 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -9345773.000000 Penalty: 5371.437500
	Iteration 3Q: 3 clusters Score -9345773 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9347028.000000 Penalty: 5371.437500
	Iteration 4Q: 3 clusters Score -9347028 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -9348539.000000 Penalty: 5371.437500
	Iteration 5F: 3 clusters Score -9348539 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -9350233.000000 Penalty: 5371.437500
	Iteration 6F: 3 clusters Score -9350233 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -9352076.000000 Penalty: 5371.437500
	Iteration 7F: 3 clusters Score -9352076 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -9353759.000000 Penalty: 5371.437500
	Iteration 8F: 3 clusters Score -9353759 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -9355269.000000 Penalty: 5371.437500
	Iteration 9F: 3 clusters Score -9355269 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -9356523.000000 Penalty: 5371.437500
	Iteration 10Q: 3 clusters Score -9356523 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -9357699.000000 Penalty: 5371.437500
	Iteration 11Q: 3 clusters Score -9357699 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -9358661.000000 Penalty: 5371.437500
	Iteration 12Q: 3 clusters Score -9358661 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -9359503.000000 Penalty: 5371.437500
	Iteration 13Q: 3 clusters Score -9359503 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -9360247.000000 Penalty: 5371.437500
	Iteration 14Q: 3 clusters Score -9360247 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -9360766.000000 Penalty: 5371.437500
	Iteration 15Q: 3 clusters Score -9360766 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -9361235.000000 Penalty: 5371.437500
	Iteration 16Q: 3 clusters Score -9361235 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -9361591.000000 Penalty: 5371.437500
	Iteration 17Q: 3 clusters Score -9361591 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -9361977.000000 Penalty: 5371.437500
	Iteration 18Q: 3 clusters Score -9361977 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39274 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -9362248.000000 Penalty: 5371.437500
	Iteration 19Q: 3 clusters Score -9362248 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -9362404.000000 Penalty: 5371.437500
	Iteration 20F: 3 clusters Score -9362404 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -9362580.000000 Penalty: 5371.437500
	Iteration 21Q: 3 clusters Score -9362580 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -9362787.000000 Penalty: 5371.437500
	Iteration 22Q: 3 clusters Score -9362787 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -9362926.000000 Penalty: 5371.437500
	Iteration 23Q: 3 clusters Score -9362926 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -9363079.000000 Penalty: 5371.437500
	Iteration 24Q: 3 clusters Score -9363079 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -9363168.000000 Penalty: 5371.437500
	Iteration 25Q: 3 clusters Score -9363168 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -9363277.000000 Penalty: 5371.437500
	Iteration 26Q: 3 clusters Score -9363277 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -9363294.000000 Penalty: 5371.437500
	Iteration 27Q: 3 clusters Score -9363294 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -9363358.000000 Penalty: 5371.437500
	Iteration 28Q: 3 clusters Score -9363358 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -9363326.000000 Penalty: 5371.437500
	Iteration 29Q: 3 clusters Score -9363326 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -9363346.000000 Penalty: 5371.437500
	Iteration 30Q: 3 clusters Score -9363346 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -9363311.000000 Penalty: 5371.437500
	Iteration 31Q: 3 clusters Score -9363311 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -9363222.000000 Penalty: 5371.437500
	Iteration 32Q: 3 clusters Score -9363222 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -9363205.000000 Penalty: 5371.437500
	Iteration 33Q: 3 clusters Score -9363205 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9363156.000000 Penalty: 5371.437500
	Iteration 34Q: 3 clusters Score -9363156 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9363106.000000 Penalty: 5371.437500
	Iteration 35Q: 3 clusters Score -9363106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -9363117.000000 Penalty: 5371.437500
	Iteration 36Q: 3 clusters Score -9363117 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -9363075.000000 Penalty: 5371.437500
	Iteration 37Q: 3 clusters Score -9363075 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -9363025.000000 Penalty: 5371.437500
	Iteration 38Q: 3 clusters Score -9363025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9363001.000000 Penalty: 5371.437500
	Iteration 39Q: 3 clusters Score -9363001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -9362987.000000 Penalty: 5371.437500
	Iteration 40F: 3 clusters Score -9362987 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9362979.000000 Penalty: 5371.437500
	Iteration 41Q: 3 clusters Score -9362979 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -9362975.000000 Penalty: 5371.437500
	Iteration 42Q: 3 clusters Score -9362975 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9362944.000000 Penalty: 5371.437500
	Iteration 43Q: 3 clusters Score -9362944 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9362913.000000 Penalty: 5371.437500
	Iteration 44Q: 3 clusters Score -9362913 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -9362886.000000 Penalty: 5371.437500
	Iteration 45Q: 3 clusters Score -9362886 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9362859.000000 Penalty: 5371.437500
	Iteration 46Q: 3 clusters Score -9362859 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9362859.000000 Penalty: 5371.437500
	Iteration 47Q: 3 clusters Score -9362859 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9362817.000000 Penalty: 5371.437500
	Iteration 48Q: 3 clusters Score -9362817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -9362822.000000 Penalty: 5371.437500
	Iteration 49Q: 3 clusters Score -9362822 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -9362812.000000 Penalty: 5371.437500
	Iteration 50Q: 3 clusters Score -9362812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47415 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -9362802.000000 Penalty: 5371.437500
	Iteration 51Q: 3 clusters Score -9362802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9362796.000000 Penalty: 5371.437500
	Iteration 52Q: 3 clusters Score -9362796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9362776.000000 Penalty: 5371.437500
	Iteration 53Q: 3 clusters Score -9362776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47497 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9362792.000000 Penalty: 5371.437500
	Iteration 54Q: 3 clusters Score -9362792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -9362786.000000 Penalty: 5371.437500
	Iteration 55Q: 3 clusters Score -9362786 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9362759.000000 Penalty: 5371.437500
	Iteration 56Q: 3 clusters Score -9362759 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -9362754.000000 Penalty: 5371.437500
	Iteration 57Q: 3 clusters Score -9362754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9362737.000000 Penalty: 5371.437500
	Iteration 58Q: 3 clusters Score -9362737 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9362724.000000 Penalty: 5371.437500
	Iteration 59Q: 3 clusters Score -9362724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9362712.000000 Penalty: 5371.437500
	Iteration 60F: 3 clusters Score -9362712 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9362700.000000 Penalty: 5371.437500
	Iteration 61Q: 3 clusters Score -9362700 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9362705.000000 Penalty: 5371.437500
	Iteration 62Q: 3 clusters Score -9362705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -9362681.000000 Penalty: 5371.437500
	Iteration 63Q: 3 clusters Score -9362681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9362680.000000 Penalty: 5371.437500
	Iteration 64Q: 3 clusters Score -9362680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -9362711.000000 Penalty: 5371.437500
	Iteration 65Q: 3 clusters Score -9362711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -9362724.000000 Penalty: 5371.437500
	Iteration 66Q: 3 clusters Score -9362724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9362714.000000 Penalty: 5371.437500
	Iteration 67Q: 3 clusters Score -9362714 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -9362739.000000 Penalty: 5371.437500
	Iteration 68Q: 3 clusters Score -9362739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -9362730.000000 Penalty: 5371.437500
	Iteration 69Q: 3 clusters Score -9362730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47871 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9362738.000000 Penalty: 5371.437500
	Iteration 70Q: 3 clusters Score -9362738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9362744.000000 Penalty: 5371.437500
	Iteration 71Q: 3 clusters Score -9362744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9362740.000000 Penalty: 5371.437500
	Iteration 72Q: 3 clusters Score -9362740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9362754.000000 Penalty: 5371.437500
	Iteration 73Q: 3 clusters Score -9362754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9362757.000000 Penalty: 5371.437500
	Iteration 74Q: 3 clusters Score -9362757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -9362767.000000 Penalty: 5371.437500
	Iteration 75Q: 3 clusters Score -9362767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9362770.000000 Penalty: 5371.437500
	Iteration 76Q: 3 clusters Score -9362770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47867 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -9362773.000000 Penalty: 5371.437500
	Iteration 77Q: 3 clusters Score -9362773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -9362778.000000 Penalty: 5371.437500
	Iteration 78Q: 3 clusters Score -9362778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9362777.000000 Penalty: 5371.437500
	Iteration 79Q: 3 clusters Score -9362777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9362780.000000 Penalty: 5371.437500
	Iteration 80F: 3 clusters Score -9362780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9362783.000000 Penalty: 5371.437500
	Iteration 81Q: 3 clusters Score -9362783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47852 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9362791.000000 Penalty: 5371.437500
	Iteration 82Q: 3 clusters Score -9362791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9362783.000000 Penalty: 5371.437500
	Iteration 83Q: 3 clusters Score -9362783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -9362780.000000 Penalty: 5371.437500
	Iteration 84Q: 3 clusters Score -9362780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9362787.000000 Penalty: 5371.437500
	Iteration 85Q: 3 clusters Score -9362787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9362786.000000 Penalty: 5371.437500
	Iteration 86Q: 3 clusters Score -9362786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9362793.000000 Penalty: 5371.437500
	Iteration 87Q: 3 clusters Score -9362793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9362789.000000 Penalty: 5371.437500
	Iteration 88Q: 3 clusters Score -9362789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9362791.000000 Penalty: 5371.437500
	Iteration 89Q: 3 clusters Score -9362791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -9362790.000000 Penalty: 5371.437500
	Iteration 90Q: 3 clusters Score -9362790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47840 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -9362794.000000 Penalty: 5371.437500
	Iteration 91Q: 3 clusters Score -9362794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9362795.000000 Penalty: 5371.437500
	Iteration 92Q: 3 clusters Score -9362795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -9362795.000000 Penalty: 5371.437500
	Iteration 93F: 3 clusters Score -9362795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 43925 members 
Mstep: Class 15 contains 47839 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 59018 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 37684 members 
Mstep: Class 26 contains 26168 members 
Mstep: Class 27 contains 2650 members 
Entering Unmasked Estep 
Score: -137019056.000000 Penalty: 90551.781250
Splitting cluster 15 changes total score from -136956528.000000 to -137019056.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (48832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Entering Unmasked Estep 
Score: -9136240.000000 Penalty: 2677.442871
	Iteration 0F: 2 clusters Score -9136240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -9107653.000000 Penalty: 5354.885742
	Iteration 0F: 3 clusters Score -9107653 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -9120295.000000 Penalty: 5354.885742
	Iteration 1F: 3 clusters Score -9120295 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -9121095.000000 Penalty: 5354.885742
	Iteration 2Q: 3 clusters Score -9121095 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9122011.000000 Penalty: 5354.885742
	Iteration 3Q: 3 clusters Score -9122011 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -9123091.000000 Penalty: 5354.885742
	Iteration 4Q: 3 clusters Score -9123091 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -9124682.000000 Penalty: 5354.885742
	Iteration 5F: 3 clusters Score -9124682 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -9126853.000000 Penalty: 5354.885742
	Iteration 6F: 3 clusters Score -9126853 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -9129441.000000 Penalty: 5354.885742
	Iteration 7F: 3 clusters Score -9129441 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -9131861.000000 Penalty: 5354.885742
	Iteration 8F: 3 clusters Score -9131861 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -9133389.000000 Penalty: 5354.885742
	Iteration 9F: 3 clusters Score -9133389 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -9134140.000000 Penalty: 5354.885742
	Iteration 10Q: 3 clusters Score -9134140 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -9134479.000000 Penalty: 5354.885742
	Iteration 11Q: 3 clusters Score -9134479 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -9134777.000000 Penalty: 5354.885742
	Iteration 12Q: 3 clusters Score -9134777 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -9134985.000000 Penalty: 5354.885742
	Iteration 13Q: 3 clusters Score -9134985 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -9135099.000000 Penalty: 5354.885742
	Iteration 14Q: 3 clusters Score -9135099 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -9135273.000000 Penalty: 5354.885742
	Iteration 15Q: 3 clusters Score -9135273 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -9135353.000000 Penalty: 5354.885742
	Iteration 16Q: 3 clusters Score -9135353 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -9135454.000000 Penalty: 5354.885742
	Iteration 17Q: 3 clusters Score -9135454 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -9135597.000000 Penalty: 5354.885742
	Iteration 18Q: 3 clusters Score -9135597 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -9135630.000000 Penalty: 5354.885742
	Iteration 19Q: 3 clusters Score -9135630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -9135700.000000 Penalty: 5354.885742
	Iteration 20F: 3 clusters Score -9135700 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -9135775.000000 Penalty: 5354.885742
	Iteration 21Q: 3 clusters Score -9135775 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -9135823.000000 Penalty: 5354.885742
	Iteration 22Q: 3 clusters Score -9135823 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -9135832.000000 Penalty: 5354.885742
	Iteration 23Q: 3 clusters Score -9135832 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -9135871.000000 Penalty: 5354.885742
	Iteration 24Q: 3 clusters Score -9135871 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -9135936.000000 Penalty: 5354.885742
	Iteration 25Q: 3 clusters Score -9135936 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -9135998.000000 Penalty: 5354.885742
	Iteration 26Q: 3 clusters Score -9135998 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -9136077.000000 Penalty: 5354.885742
	Iteration 27Q: 3 clusters Score -9136077 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -9136138.000000 Penalty: 5354.885742
	Iteration 28Q: 3 clusters Score -9136138 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -9136196.000000 Penalty: 5354.885742
	Iteration 29Q: 3 clusters Score -9136196 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -9136279.000000 Penalty: 5354.885742
	Iteration 30Q: 3 clusters Score -9136279 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -9136317.000000 Penalty: 5354.885742
	Iteration 31Q: 3 clusters Score -9136317 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -9136300.000000 Penalty: 5354.885742
	Iteration 32Q: 3 clusters Score -9136300 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -9136377.000000 Penalty: 5354.885742
	Iteration 33Q: 3 clusters Score -9136377 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -9136467.000000 Penalty: 5354.885742
	Iteration 34Q: 3 clusters Score -9136467 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -9136500.000000 Penalty: 5354.885742
	Iteration 35Q: 3 clusters Score -9136500 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -9136465.000000 Penalty: 5354.885742
	Iteration 36Q: 3 clusters Score -9136465 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9136443.000000 Penalty: 5354.885742
	Iteration 37Q: 3 clusters Score -9136443 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9136346.000000 Penalty: 5354.885742
	Iteration 38Q: 3 clusters Score -9136346 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -9136345.000000 Penalty: 5354.885742
	Iteration 39Q: 3 clusters Score -9136345 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9136320.000000 Penalty: 5354.885742
	Iteration 40F: 3 clusters Score -9136320 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -9136299.000000 Penalty: 5354.885742
	Iteration 41Q: 3 clusters Score -9136299 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9136138.000000 Penalty: 5354.885742
	Iteration 42Q: 3 clusters Score -9136138 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9136083.000000 Penalty: 5354.885742
	Iteration 43Q: 3 clusters Score -9136083 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9135946.000000 Penalty: 5354.885742
	Iteration 44Q: 3 clusters Score -9135946 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9135872.000000 Penalty: 5354.885742
	Iteration 45Q: 3 clusters Score -9135872 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9135799.000000 Penalty: 5354.885742
	Iteration 46Q: 3 clusters Score -9135799 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9135715.000000 Penalty: 5354.885742
	Iteration 47Q: 3 clusters Score -9135715 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9135640.000000 Penalty: 5354.885742
	Iteration 48Q: 3 clusters Score -9135640 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9135591.000000 Penalty: 5354.885742
	Iteration 49Q: 3 clusters Score -9135591 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9135498.000000 Penalty: 5354.885742
	Iteration 50Q: 3 clusters Score -9135498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9135460.000000 Penalty: 5354.885742
	Iteration 51Q: 3 clusters Score -9135460 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -9135452.000000 Penalty: 5354.885742
	Iteration 52Q: 3 clusters Score -9135452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9135381.000000 Penalty: 5354.885742
	Iteration 53Q: 3 clusters Score -9135381 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9135331.000000 Penalty: 5354.885742
	Iteration 54Q: 3 clusters Score -9135331 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9135332.000000 Penalty: 5354.885742
	Iteration 55Q: 3 clusters Score -9135332 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9135305.000000 Penalty: 5354.885742
	Iteration 56Q: 3 clusters Score -9135305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9135305.000000 Penalty: 5354.885742
	Iteration 57Q: 3 clusters Score -9135305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9135301.000000 Penalty: 5354.885742
	Iteration 58Q: 3 clusters Score -9135301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9135279.000000 Penalty: 5354.885742
	Iteration 59Q: 3 clusters Score -9135279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9135252.000000 Penalty: 5354.885742
	Iteration 60F: 3 clusters Score -9135252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9135242.000000 Penalty: 5354.885742
	Iteration 61Q: 3 clusters Score -9135242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -9135243.000000 Penalty: 5354.885742
	Iteration 62Q: 3 clusters Score -9135243 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9135238.000000 Penalty: 5354.885742
	Iteration 63Q: 3 clusters Score -9135238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9135222.000000 Penalty: 5354.885742
	Iteration 64Q: 3 clusters Score -9135222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9135209.000000 Penalty: 5354.885742
	Iteration 65Q: 3 clusters Score -9135209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9135197.000000 Penalty: 5354.885742
	Iteration 66Q: 3 clusters Score -9135197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9135186.000000 Penalty: 5354.885742
	Iteration 67Q: 3 clusters Score -9135186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9135199.000000 Penalty: 5354.885742
	Iteration 68Q: 3 clusters Score -9135199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9135183.000000 Penalty: 5354.885742
	Iteration 69Q: 3 clusters Score -9135183 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9135182.000000 Penalty: 5354.885742
	Iteration 70Q: 3 clusters Score -9135182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -9135163.000000 Penalty: 5354.885742
	Iteration 71Q: 3 clusters Score -9135163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9135153.000000 Penalty: 5354.885742
	Iteration 72Q: 3 clusters Score -9135153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9135137.000000 Penalty: 5354.885742
	Iteration 73Q: 3 clusters Score -9135137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -9135119.000000 Penalty: 5354.885742
	Iteration 74Q: 3 clusters Score -9135119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9135116.000000 Penalty: 5354.885742
	Iteration 75Q: 3 clusters Score -9135116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9135111.000000 Penalty: 5354.885742
	Iteration 76Q: 3 clusters Score -9135111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9135102.000000 Penalty: 5354.885742
	Iteration 77Q: 3 clusters Score -9135102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9135103.000000 Penalty: 5354.885742
	Iteration 78Q: 3 clusters Score -9135103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9135099.000000 Penalty: 5354.885742
	Iteration 79Q: 3 clusters Score -9135099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9135097.000000 Penalty: 5354.885742
	Iteration 80F: 3 clusters Score -9135097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9135097.000000 Penalty: 5354.885742
	Iteration 81Q: 3 clusters Score -9135097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9135083.000000 Penalty: 5354.885742
	Iteration 82Q: 3 clusters Score -9135083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9135082.000000 Penalty: 5354.885742
	Iteration 83Q: 3 clusters Score -9135082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -9135083.000000 Penalty: 5354.885742
	Iteration 84Q: 3 clusters Score -9135083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47763 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9135081.000000 Penalty: 5354.885742
	Iteration 85Q: 3 clusters Score -9135081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47767 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9135086.000000 Penalty: 5354.885742
	Iteration 86Q: 3 clusters Score -9135086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9135080.000000 Penalty: 5354.885742
	Iteration 87Q: 3 clusters Score -9135080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9135079.000000 Penalty: 5354.885742
	Iteration 88Q: 3 clusters Score -9135079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9135080.000000 Penalty: 5354.885742
	Iteration 89Q: 3 clusters Score -9135080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9135072.000000 Penalty: 5354.885742
	Iteration 90Q: 3 clusters Score -9135072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9135061.000000 Penalty: 5354.885742
	Iteration 91Q: 3 clusters Score -9135061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9135069.000000 Penalty: 5354.885742
	Iteration 92Q: 3 clusters Score -9135069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47796 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9135055.000000 Penalty: 5354.885742
	Iteration 93Q: 3 clusters Score -9135055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9135055.000000 Penalty: 5354.885742
	Iteration 94Q: 3 clusters Score -9135055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9135058.000000 Penalty: 5354.885742
	Iteration 95Q: 3 clusters Score -9135058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9135049.000000 Penalty: 5354.885742
	Iteration 96Q: 3 clusters Score -9135049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9135060.000000 Penalty: 5354.885742
	Iteration 97Q: 3 clusters Score -9135060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9135058.000000 Penalty: 5354.885742
	Iteration 98Q: 3 clusters Score -9135058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -9135054.000000 Penalty: 5354.885742
	Iteration 99Q: 3 clusters Score -9135054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9135057.000000 Penalty: 5354.885742
	Iteration 100F: 3 clusters Score -9135057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9135059.000000 Penalty: 5354.885742
	Iteration 101Q: 3 clusters Score -9135059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9135057.000000 Penalty: 5354.885742
	Iteration 102Q: 3 clusters Score -9135057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9135055.000000 Penalty: 5354.885742
	Iteration 103Q: 3 clusters Score -9135055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9135055.000000 Penalty: 5354.885742
	Iteration 104F: 3 clusters Score -9135055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -12110137.000000 Penalty: 2749.266357
	Iteration 0F: 2 clusters Score -1.211014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -12077569.000000 Penalty: 5498.532715
	Iteration 0F: 3 clusters Score -1.207757e+07 nChanged 30303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -12094716.000000 Penalty: 5498.532715
	Iteration 1F: 3 clusters Score -1.209472e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -12095393.000000 Penalty: 5498.532715
	Iteration 2Q: 3 clusters Score -1.209539e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -12096194.000000 Penalty: 5498.532715
	Iteration 3Q: 3 clusters Score -1.209619e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -12096871.000000 Penalty: 5498.532715
	Iteration 4Q: 3 clusters Score -1.209687e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 29131 members 
Entering Unmasked Estep 
Score: -12097724.000000 Penalty: 5498.532715
	Iteration 5Q: 3 clusters Score -1.209772e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -12098903.000000 Penalty: 5498.532715
	Iteration 6Q: 3 clusters Score -1.20989e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -12100567.000000 Penalty: 5498.532715
	Iteration 7Q: 3 clusters Score -1.210057e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -12102789.000000 Penalty: 5498.532715
	Iteration 8F: 3 clusters Score -1.210279e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -12105588.000000 Penalty: 5498.532715
	Iteration 9F: 3 clusters Score -1.210559e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -12107985.000000 Penalty: 5498.532715
	Iteration 10F: 3 clusters Score -1.210798e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -12109384.000000 Penalty: 5498.532715
	Iteration 11Q: 3 clusters Score -1.210938e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -12110044.000000 Penalty: 5498.532715
	Iteration 12Q: 3 clusters Score -1.211004e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -12110324.000000 Penalty: 5498.532715
	Iteration 13Q: 3 clusters Score -1.211032e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -12110507.000000 Penalty: 5498.532715
	Iteration 14Q: 3 clusters Score -1.211051e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -12110670.000000 Penalty: 5498.532715
	Iteration 15Q: 3 clusters Score -1.211067e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -12110797.000000 Penalty: 5498.532715
	Iteration 16Q: 3 clusters Score -1.21108e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -12110931.000000 Penalty: 5498.532715
	Iteration 17Q: 3 clusters Score -1.211093e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -12111072.000000 Penalty: 5498.532715
	Iteration 18Q: 3 clusters Score -1.211107e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -12111200.000000 Penalty: 5498.532715
	Iteration 19Q: 3 clusters Score -1.21112e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -12111335.000000 Penalty: 5498.532715
	Iteration 20F: 3 clusters Score -1.211134e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -12111458.000000 Penalty: 5498.532715
	Iteration 21Q: 3 clusters Score -1.211146e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -12111581.000000 Penalty: 5498.532715
	Iteration 22Q: 3 clusters Score -1.211158e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -12111724.000000 Penalty: 5498.532715
	Iteration 23Q: 3 clusters Score -1.211172e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -12111832.000000 Penalty: 5498.532715
	Iteration 24Q: 3 clusters Score -1.211183e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -12111898.000000 Penalty: 5498.532715
	Iteration 25Q: 3 clusters Score -1.21119e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -12111976.000000 Penalty: 5498.532715
	Iteration 26Q: 3 clusters Score -1.211198e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -12112112.000000 Penalty: 5498.532715
	Iteration 27Q: 3 clusters Score -1.211211e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -12112236.000000 Penalty: 5498.532715
	Iteration 28Q: 3 clusters Score -1.211224e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -12112401.000000 Penalty: 5498.532715
	Iteration 29Q: 3 clusters Score -1.21124e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -12112570.000000 Penalty: 5498.532715
	Iteration 30Q: 3 clusters Score -1.211257e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -12112675.000000 Penalty: 5498.532715
	Iteration 31Q: 3 clusters Score -1.211268e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -12112800.000000 Penalty: 5498.532715
	Iteration 32Q: 3 clusters Score -1.21128e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -12112873.000000 Penalty: 5498.532715
	Iteration 33Q: 3 clusters Score -1.211287e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -12112934.000000 Penalty: 5498.532715
	Iteration 34Q: 3 clusters Score -1.211293e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -12113021.000000 Penalty: 5498.532715
	Iteration 35Q: 3 clusters Score -1.211302e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -12113060.000000 Penalty: 5498.532715
	Iteration 36Q: 3 clusters Score -1.211306e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -12113140.000000 Penalty: 5498.532715
	Iteration 37Q: 3 clusters Score -1.211314e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -12113208.000000 Penalty: 5498.532715
	Iteration 38Q: 3 clusters Score -1.211321e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -12113219.000000 Penalty: 5498.532715
	Iteration 39Q: 3 clusters Score -1.211322e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -12113250.000000 Penalty: 5498.532715
	Iteration 40F: 3 clusters Score -1.211325e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -12113266.000000 Penalty: 5498.532715
	Iteration 41Q: 3 clusters Score -1.211327e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -12113266.000000 Penalty: 5498.532715
	Iteration 42Q: 3 clusters Score -1.211327e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -12113296.000000 Penalty: 5498.532715
	Iteration 43Q: 3 clusters Score -1.21133e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -12113301.000000 Penalty: 5498.532715
	Iteration 44Q: 3 clusters Score -1.21133e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -12113337.000000 Penalty: 5498.532715
	Iteration 45Q: 3 clusters Score -1.211334e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -12113345.000000 Penalty: 5498.532715
	Iteration 46Q: 3 clusters Score -1.211334e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -12113358.000000 Penalty: 5498.532715
	Iteration 47Q: 3 clusters Score -1.211336e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -12113351.000000 Penalty: 5498.532715
	Iteration 48Q: 3 clusters Score -1.211335e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -12113360.000000 Penalty: 5498.532715
	Iteration 49Q: 3 clusters Score -1.211336e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -12113379.000000 Penalty: 5498.532715
	Iteration 50Q: 3 clusters Score -1.211338e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -12113423.000000 Penalty: 5498.532715
	Iteration 51Q: 3 clusters Score -1.211342e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -12113465.000000 Penalty: 5498.532715
	Iteration 52Q: 3 clusters Score -1.211346e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -12113511.000000 Penalty: 5498.532715
	Iteration 53Q: 3 clusters Score -1.211351e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -12113553.000000 Penalty: 5498.532715
	Iteration 54Q: 3 clusters Score -1.211355e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -12113555.000000 Penalty: 5498.532715
	Iteration 55Q: 3 clusters Score -1.211356e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -12113558.000000 Penalty: 5498.532715
	Iteration 56Q: 3 clusters Score -1.211356e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -12113580.000000 Penalty: 5498.532715
	Iteration 57Q: 3 clusters Score -1.211358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -12113551.000000 Penalty: 5498.532715
	Iteration 58Q: 3 clusters Score -1.211355e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5498.532715
	Iteration 59Q: 3 clusters Score -1.211353e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -12113550.000000 Penalty: 5498.532715
	Iteration 60F: 3 clusters Score -1.211355e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -12113571.000000 Penalty: 5498.532715
	Iteration 61Q: 3 clusters Score -1.211357e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -12113545.000000 Penalty: 5498.532715
	Iteration 62Q: 3 clusters Score -1.211354e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -12113529.000000 Penalty: 5498.532715
	Iteration 63Q: 3 clusters Score -1.211353e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -12113515.000000 Penalty: 5498.532715
	Iteration 64Q: 3 clusters Score -1.211352e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -12113511.000000 Penalty: 5498.532715
	Iteration 65Q: 3 clusters Score -1.211351e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -12113531.000000 Penalty: 5498.532715
	Iteration 66Q: 3 clusters Score -1.211353e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -12113510.000000 Penalty: 5498.532715
	Iteration 67Q: 3 clusters Score -1.211351e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -12113494.000000 Penalty: 5498.532715
	Iteration 68Q: 3 clusters Score -1.211349e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -12113516.000000 Penalty: 5498.532715
	Iteration 69Q: 3 clusters Score -1.211352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12113508.000000 Penalty: 5498.532715
	Iteration 70Q: 3 clusters Score -1.211351e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -12113518.000000 Penalty: 5498.532715
	Iteration 71Q: 3 clusters Score -1.211352e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -12113523.000000 Penalty: 5498.532715
	Iteration 72Q: 3 clusters Score -1.211352e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -12113543.000000 Penalty: 5498.532715
	Iteration 73Q: 3 clusters Score -1.211354e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -12113518.000000 Penalty: 5498.532715
	Iteration 74Q: 3 clusters Score -1.211352e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -12113520.000000 Penalty: 5498.532715
	Iteration 75Q: 3 clusters Score -1.211352e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -12113546.000000 Penalty: 5498.532715
	Iteration 76Q: 3 clusters Score -1.211355e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -12113540.000000 Penalty: 5498.532715
	Iteration 77Q: 3 clusters Score -1.211354e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -12113541.000000 Penalty: 5498.532715
	Iteration 78Q: 3 clusters Score -1.211354e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -12113541.000000 Penalty: 5498.532715
	Iteration 79Q: 3 clusters Score -1.211354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -12113541.000000 Penalty: 5498.532715
	Iteration 80F: 3 clusters Score -1.211354e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -12113562.000000 Penalty: 5498.532715
	Iteration 81Q: 3 clusters Score -1.211356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -12113568.000000 Penalty: 5498.532715
	Iteration 82Q: 3 clusters Score -1.211357e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5498.532715
	Iteration 83Q: 3 clusters Score -1.211356e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -12113553.000000 Penalty: 5498.532715
	Iteration 84Q: 3 clusters Score -1.211355e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -12113566.000000 Penalty: 5498.532715
	Iteration 85Q: 3 clusters Score -1.211357e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -12113578.000000 Penalty: 5498.532715
	Iteration 86Q: 3 clusters Score -1.211358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -12113579.000000 Penalty: 5498.532715
	Iteration 87Q: 3 clusters Score -1.211358e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -12113570.000000 Penalty: 5498.532715
	Iteration 88Q: 3 clusters Score -1.211357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5498.532715
	Iteration 89Q: 3 clusters Score -1.211358e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 90Q: 3 clusters Score -1.21136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -12113594.000000 Penalty: 5498.532715
	Iteration 91Q: 3 clusters Score -1.211359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -12113589.000000 Penalty: 5498.532715
	Iteration 92Q: 3 clusters Score -1.211359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 93Q: 3 clusters Score -1.211359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -12113593.000000 Penalty: 5498.532715
	Iteration 94Q: 3 clusters Score -1.211359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -12113603.000000 Penalty: 5498.532715
	Iteration 95Q: 3 clusters Score -1.21136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 96Q: 3 clusters Score -1.21136e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -12113593.000000 Penalty: 5498.532715
	Iteration 97Q: 3 clusters Score -1.211359e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -12113595.000000 Penalty: 5498.532715
	Iteration 98Q: 3 clusters Score -1.21136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 99Q: 3 clusters Score -1.211359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -12113618.000000 Penalty: 5498.532715
	Iteration 100F: 3 clusters Score -1.211362e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -12113620.000000 Penalty: 5498.532715
	Iteration 101Q: 3 clusters Score -1.211362e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 102Q: 3 clusters Score -1.21136e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -12113592.000000 Penalty: 5498.532715
	Iteration 103Q: 3 clusters Score -1.211359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -12113614.000000 Penalty: 5498.532715
	Iteration 104Q: 3 clusters Score -1.211361e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -12113602.000000 Penalty: 5498.532715
	Iteration 105Q: 3 clusters Score -1.21136e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5498.532715
	Iteration 106Q: 3 clusters Score -1.211358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5498.532715
	Iteration 107Q: 3 clusters Score -1.211358e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 108Q: 3 clusters Score -1.211359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 109Q: 3 clusters Score -1.211359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -12113592.000000 Penalty: 5498.532715
	Iteration 110Q: 3 clusters Score -1.211359e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -12113596.000000 Penalty: 5498.532715
	Iteration 111Q: 3 clusters Score -1.21136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 112Q: 3 clusters Score -1.21136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 24515 members 
Entering Unmasked Estep 
Score: -12113578.000000 Penalty: 5498.532715
	Iteration 113Q: 3 clusters Score -1.211358e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -12113574.000000 Penalty: 5498.532715
	Iteration 114Q: 3 clusters Score -1.211357e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -12113572.000000 Penalty: 5498.532715
	Iteration 115Q: 3 clusters Score -1.211357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -12113567.000000 Penalty: 5498.532715
	Iteration 116Q: 3 clusters Score -1.211357e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -12113581.000000 Penalty: 5498.532715
	Iteration 117Q: 3 clusters Score -1.211358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -12113580.000000 Penalty: 5498.532715
	Iteration 118Q: 3 clusters Score -1.211358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -12113583.000000 Penalty: 5498.532715
	Iteration 119Q: 3 clusters Score -1.211358e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -12113594.000000 Penalty: 5498.532715
	Iteration 120F: 3 clusters Score -1.211359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -12113605.000000 Penalty: 5498.532715
	Iteration 121Q: 3 clusters Score -1.21136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -12113614.000000 Penalty: 5498.532715
	Iteration 122Q: 3 clusters Score -1.211361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -12113603.000000 Penalty: 5498.532715
	Iteration 123Q: 3 clusters Score -1.21136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -12113614.000000 Penalty: 5498.532715
	Iteration 124Q: 3 clusters Score -1.211361e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -12113623.000000 Penalty: 5498.532715
	Iteration 125Q: 3 clusters Score -1.211362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 126Q: 3 clusters Score -1.211359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -12113588.000000 Penalty: 5498.532715
	Iteration 127Q: 3 clusters Score -1.211359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -12113601.000000 Penalty: 5498.532715
	Iteration 128Q: 3 clusters Score -1.21136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -12113601.000000 Penalty: 5498.532715
	Iteration 129Q: 3 clusters Score -1.21136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5498.532715
	Iteration 130Q: 3 clusters Score -1.211358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -12113582.000000 Penalty: 5498.532715
	Iteration 131Q: 3 clusters Score -1.211358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -12113594.000000 Penalty: 5498.532715
	Iteration 132Q: 3 clusters Score -1.211359e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -12113600.000000 Penalty: 5498.532715
	Iteration 133Q: 3 clusters Score -1.21136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -12113588.000000 Penalty: 5498.532715
	Iteration 134Q: 3 clusters Score -1.211359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -12113569.000000 Penalty: 5498.532715
	Iteration 135Q: 3 clusters Score -1.211357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -12113570.000000 Penalty: 5498.532715
	Iteration 136Q: 3 clusters Score -1.211357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -12113568.000000 Penalty: 5498.532715
	Iteration 137Q: 3 clusters Score -1.211357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -12113578.000000 Penalty: 5498.532715
	Iteration 138Q: 3 clusters Score -1.211358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -12113565.000000 Penalty: 5498.532715
	Iteration 139Q: 3 clusters Score -1.211356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -12113567.000000 Penalty: 5498.532715
	Iteration 140F: 3 clusters Score -1.211357e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -12113574.000000 Penalty: 5498.532715
	Iteration 141Q: 3 clusters Score -1.211357e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -12113576.000000 Penalty: 5498.532715
	Iteration 142Q: 3 clusters Score -1.211358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -12113576.000000 Penalty: 5498.532715
	Iteration 143Q: 3 clusters Score -1.211358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5498.532715
	Iteration 144Q: 3 clusters Score -1.211358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -12113584.000000 Penalty: 5498.532715
	Iteration 145Q: 3 clusters Score -1.211358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -12113590.000000 Penalty: 5498.532715
	Iteration 146Q: 3 clusters Score -1.211359e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -12113574.000000 Penalty: 5498.532715
	Iteration 147Q: 3 clusters Score -1.211357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -12113569.000000 Penalty: 5498.532715
	Iteration 148Q: 3 clusters Score -1.211357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -12113566.000000 Penalty: 5498.532715
	Iteration 149Q: 3 clusters Score -1.211357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -12113566.000000 Penalty: 5498.532715
	Iteration 150Q: 3 clusters Score -1.211357e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -12113583.000000 Penalty: 5498.532715
	Iteration 151Q: 3 clusters Score -1.211358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -12113594.000000 Penalty: 5498.532715
	Iteration 152Q: 3 clusters Score -1.211359e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 153Q: 3 clusters Score -1.211359e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -12113582.000000 Penalty: 5498.532715
	Iteration 154Q: 3 clusters Score -1.211358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -12113592.000000 Penalty: 5498.532715
	Iteration 155Q: 3 clusters Score -1.211359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -12113607.000000 Penalty: 5498.532715
	Iteration 156Q: 3 clusters Score -1.211361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -12113596.000000 Penalty: 5498.532715
	Iteration 157Q: 3 clusters Score -1.21136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 158Q: 3 clusters Score -1.21136e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -12113586.000000 Penalty: 5498.532715
	Iteration 159Q: 3 clusters Score -1.211359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -12113595.000000 Penalty: 5498.532715
	Iteration 160F: 3 clusters Score -1.21136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -12113595.000000 Penalty: 5498.532715
	Iteration 161Q: 3 clusters Score -1.21136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -12113605.000000 Penalty: 5498.532715
	Iteration 162Q: 3 clusters Score -1.21136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -12113595.000000 Penalty: 5498.532715
	Iteration 163Q: 3 clusters Score -1.21136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -12113592.000000 Penalty: 5498.532715
	Iteration 164Q: 3 clusters Score -1.211359e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -12113601.000000 Penalty: 5498.532715
	Iteration 165Q: 3 clusters Score -1.21136e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -12113591.000000 Penalty: 5498.532715
	Iteration 166Q: 3 clusters Score -1.211359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 167Q: 3 clusters Score -1.21136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 168Q: 3 clusters Score -1.21136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -12113607.000000 Penalty: 5498.532715
	Iteration 169Q: 3 clusters Score -1.211361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -12113606.000000 Penalty: 5498.532715
	Iteration 170Q: 3 clusters Score -1.211361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -12113615.000000 Penalty: 5498.532715
	Iteration 171Q: 3 clusters Score -1.211362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -12113602.000000 Penalty: 5498.532715
	Iteration 172Q: 3 clusters Score -1.21136e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -12113604.000000 Penalty: 5498.532715
	Iteration 173Q: 3 clusters Score -1.21136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -12113605.000000 Penalty: 5498.532715
	Iteration 174Q: 3 clusters Score -1.21136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -12113596.000000 Penalty: 5498.532715
	Iteration 175Q: 3 clusters Score -1.21136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 176Q: 3 clusters Score -1.21136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -12113607.000000 Penalty: 5498.532715
	Iteration 177Q: 3 clusters Score -1.211361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -12113595.000000 Penalty: 5498.532715
	Iteration 178Q: 3 clusters Score -1.21136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -12113607.000000 Penalty: 5498.532715
	Iteration 179Q: 3 clusters Score -1.211361e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -12113613.000000 Penalty: 5498.532715
	Iteration 180F: 3 clusters Score -1.211361e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -12113608.000000 Penalty: 5498.532715
	Iteration 181Q: 3 clusters Score -1.211361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -12113600.000000 Penalty: 5498.532715
	Iteration 182Q: 3 clusters Score -1.21136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -12113610.000000 Penalty: 5498.532715
	Iteration 183Q: 3 clusters Score -1.211361e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 184Q: 3 clusters Score -1.21136e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -12113601.000000 Penalty: 5498.532715
	Iteration 185Q: 3 clusters Score -1.21136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -12113593.000000 Penalty: 5498.532715
	Iteration 186Q: 3 clusters Score -1.211359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -12113597.000000 Penalty: 5498.532715
	Iteration 187Q: 3 clusters Score -1.21136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 188Q: 3 clusters Score -1.21136e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -12113587.000000 Penalty: 5498.532715
	Iteration 189Q: 3 clusters Score -1.211359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -12113586.000000 Penalty: 5498.532715
	Iteration 190Q: 3 clusters Score -1.211359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -12113589.000000 Penalty: 5498.532715
	Iteration 191Q: 3 clusters Score -1.211359e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 192Q: 3 clusters Score -1.21136e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -12113581.000000 Penalty: 5498.532715
	Iteration 193Q: 3 clusters Score -1.211358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 25790 members 
Entering Unmasked Estep 
Score: -12113601.000000 Penalty: 5498.532715
	Iteration 194Q: 3 clusters Score -1.21136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -12113594.000000 Penalty: 5498.532715
	Iteration 195Q: 3 clusters Score -1.211359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 196Q: 3 clusters Score -1.21136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -12113605.000000 Penalty: 5498.532715
	Iteration 197Q: 3 clusters Score -1.21136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -12113619.000000 Penalty: 5498.532715
	Iteration 198Q: 3 clusters Score -1.211362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -12113623.000000 Penalty: 5498.532715
	Iteration 199Q: 3 clusters Score -1.211362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -12113617.000000 Penalty: 5498.532715
	Iteration 200F: 3 clusters Score -1.211362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -12113615.000000 Penalty: 5498.532715
	Iteration 201Q: 3 clusters Score -1.211362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -12113616.000000 Penalty: 5498.532715
	Iteration 202Q: 3 clusters Score -1.211362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -12113617.000000 Penalty: 5498.532715
	Iteration 203Q: 3 clusters Score -1.211362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -12113599.000000 Penalty: 5498.532715
	Iteration 204Q: 3 clusters Score -1.21136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -12113598.000000 Penalty: 5498.532715
	Iteration 205Q: 3 clusters Score -1.21136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -12113606.000000 Penalty: 5498.532715
	Iteration 206Q: 3 clusters Score -1.211361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -12113608.000000 Penalty: 5498.532715
	Iteration 207Q: 3 clusters Score -1.211361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -12113608.000000 Penalty: 5498.532715
	Iteration 208Q: 3 clusters Score -1.211361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -12113602.000000 Penalty: 5498.532715
	Iteration 209Q: 3 clusters Score -1.21136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -12113592.000000 Penalty: 5498.532715
	Iteration 210Q: 3 clusters Score -1.211359e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5498.532715
	Iteration 211Q: 3 clusters Score -1.211356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -12113570.000000 Penalty: 5498.532715
	Iteration 212Q: 3 clusters Score -1.211357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -12113576.000000 Penalty: 5498.532715
	Iteration 213Q: 3 clusters Score -1.211358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -12113566.000000 Penalty: 5498.532715
	Iteration 214Q: 3 clusters Score -1.211357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -12113574.000000 Penalty: 5498.532715
	Iteration 215Q: 3 clusters Score -1.211357e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -12113570.000000 Penalty: 5498.532715
	Iteration 216Q: 3 clusters Score -1.211357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -12113574.000000 Penalty: 5498.532715
	Iteration 217Q: 3 clusters Score -1.211357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -12113589.000000 Penalty: 5498.532715
	Iteration 218Q: 3 clusters Score -1.211359e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5498.532715
	Iteration 219Q: 3 clusters Score -1.211358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -12113581.000000 Penalty: 5498.532715
	Iteration 220F: 3 clusters Score -1.211358e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -12113600.000000 Penalty: 5498.532715
	Iteration 221Q: 3 clusters Score -1.21136e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -12113630.000000 Penalty: 5498.532715
	Iteration 222Q: 3 clusters Score -1.211363e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -12113616.000000 Penalty: 5498.532715
	Iteration 223Q: 3 clusters Score -1.211362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -12113612.000000 Penalty: 5498.532715
	Iteration 224Q: 3 clusters Score -1.211361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -12113647.000000 Penalty: 5498.532715
	Iteration 225Q: 3 clusters Score -1.211365e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -12113629.000000 Penalty: 5498.532715
	Iteration 226Q: 3 clusters Score -1.211363e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -12113638.000000 Penalty: 5498.532715
	Iteration 227Q: 3 clusters Score -1.211364e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -12113636.000000 Penalty: 5498.532715
	Iteration 228Q: 3 clusters Score -1.211364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -12113649.000000 Penalty: 5498.532715
	Iteration 229Q: 3 clusters Score -1.211365e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -12113652.000000 Penalty: 5498.532715
	Iteration 230Q: 3 clusters Score -1.211365e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -12113652.000000 Penalty: 5498.532715
	Iteration 231Q: 3 clusters Score -1.211365e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -12113669.000000 Penalty: 5498.532715
	Iteration 232Q: 3 clusters Score -1.211367e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -12113667.000000 Penalty: 5498.532715
	Iteration 233Q: 3 clusters Score -1.211367e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -12113637.000000 Penalty: 5498.532715
	Iteration 234Q: 3 clusters Score -1.211364e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -12113646.000000 Penalty: 5498.532715
	Iteration 235Q: 3 clusters Score -1.211365e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -12113627.000000 Penalty: 5498.532715
	Iteration 236Q: 3 clusters Score -1.211363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -12113637.000000 Penalty: 5498.532715
	Iteration 237Q: 3 clusters Score -1.211364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -12113644.000000 Penalty: 5498.532715
	Iteration 238Q: 3 clusters Score -1.211364e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -12113654.000000 Penalty: 5498.532715
	Iteration 239Q: 3 clusters Score -1.211365e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -12113668.000000 Penalty: 5498.532715
	Iteration 240F: 3 clusters Score -1.211367e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -12113675.000000 Penalty: 5498.532715
	Iteration 241Q: 3 clusters Score -1.211368e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -12113682.000000 Penalty: 5498.532715
	Iteration 242Q: 3 clusters Score -1.211368e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -12113687.000000 Penalty: 5498.532715
	Iteration 243Q: 3 clusters Score -1.211369e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -12113686.000000 Penalty: 5498.532715
	Iteration 244Q: 3 clusters Score -1.211369e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -12113689.000000 Penalty: 5498.532715
	Iteration 245Q: 3 clusters Score -1.211369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -12113691.000000 Penalty: 5498.532715
	Iteration 246Q: 3 clusters Score -1.211369e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -12113690.000000 Penalty: 5498.532715
	Iteration 247Q: 3 clusters Score -1.211369e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -12113682.000000 Penalty: 5498.532715
	Iteration 248Q: 3 clusters Score -1.211368e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -12113674.000000 Penalty: 5498.532715
	Iteration 249Q: 3 clusters Score -1.211367e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -12113671.000000 Penalty: 5498.532715
	Iteration 250Q: 3 clusters Score -1.211367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -12113675.000000 Penalty: 5498.532715
	Iteration 251Q: 3 clusters Score -1.211368e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -12113668.000000 Penalty: 5498.532715
	Iteration 252Q: 3 clusters Score -1.211367e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -12113659.000000 Penalty: 5498.532715
	Iteration 253Q: 3 clusters Score -1.211366e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -12113669.000000 Penalty: 5498.532715
	Iteration 254Q: 3 clusters Score -1.211367e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -12113658.000000 Penalty: 5498.532715
	Iteration 255Q: 3 clusters Score -1.211366e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -12113646.000000 Penalty: 5498.532715
	Iteration 256Q: 3 clusters Score -1.211365e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -12113657.000000 Penalty: 5498.532715
	Iteration 257Q: 3 clusters Score -1.211366e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -12113673.000000 Penalty: 5498.532715
	Iteration 258Q: 3 clusters Score -1.211367e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -12113657.000000 Penalty: 5498.532715
	Iteration 259Q: 3 clusters Score -1.211366e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -12113622.000000 Penalty: 5498.532715
	Iteration 260F: 3 clusters Score -1.211362e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -12113646.000000 Penalty: 5498.532715
	Iteration 261Q: 3 clusters Score -1.211365e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -12113677.000000 Penalty: 5498.532715
	Iteration 262Q: 3 clusters Score -1.211368e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -12113680.000000 Penalty: 5498.532715
	Iteration 263Q: 3 clusters Score -1.211368e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -12113684.000000 Penalty: 5498.532715
	Iteration 264Q: 3 clusters Score -1.211368e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -12113687.000000 Penalty: 5498.532715
	Iteration 265Q: 3 clusters Score -1.211369e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -12113712.000000 Penalty: 5498.532715
	Iteration 266Q: 3 clusters Score -1.211371e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -12113722.000000 Penalty: 5498.532715
	Iteration 267Q: 3 clusters Score -1.211372e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -12113710.000000 Penalty: 5498.532715
	Iteration 268Q: 3 clusters Score -1.211371e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -12113700.000000 Penalty: 5498.532715
	Iteration 269Q: 3 clusters Score -1.21137e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -12113727.000000 Penalty: 5498.532715
	Iteration 270Q: 3 clusters Score -1.211373e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -12113730.000000 Penalty: 5498.532715
	Iteration 271Q: 3 clusters Score -1.211373e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -12113777.000000 Penalty: 5498.532715
	Iteration 272Q: 3 clusters Score -1.211378e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -12113773.000000 Penalty: 5498.532715
	Iteration 273Q: 3 clusters Score -1.211377e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -12113777.000000 Penalty: 5498.532715
	Iteration 274Q: 3 clusters Score -1.211378e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -12113802.000000 Penalty: 5498.532715
	Iteration 275Q: 3 clusters Score -1.21138e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -12113834.000000 Penalty: 5498.532715
	Iteration 276Q: 3 clusters Score -1.211383e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -12113842.000000 Penalty: 5498.532715
	Iteration 277Q: 3 clusters Score -1.211384e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -12113808.000000 Penalty: 5498.532715
	Iteration 278Q: 3 clusters Score -1.211381e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -12113807.000000 Penalty: 5498.532715
	Iteration 279Q: 3 clusters Score -1.211381e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -12113771.000000 Penalty: 5498.532715
	Iteration 280F: 3 clusters Score -1.211377e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -12113805.000000 Penalty: 5498.532715
	Iteration 281Q: 3 clusters Score -1.21138e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -12113817.000000 Penalty: 5498.532715
	Iteration 282Q: 3 clusters Score -1.211382e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -12113818.000000 Penalty: 5498.532715
	Iteration 283Q: 3 clusters Score -1.211382e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -12113853.000000 Penalty: 5498.532715
	Iteration 284Q: 3 clusters Score -1.211385e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 33301 members 
Entering Unmasked Estep 
Score: -12113892.000000 Penalty: 5498.532715
	Iteration 285Q: 3 clusters Score -1.211389e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -12113937.000000 Penalty: 5498.532715
	Iteration 286Q: 3 clusters Score -1.211394e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -12113971.000000 Penalty: 5498.532715
	Iteration 287Q: 3 clusters Score -1.211397e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -12114057.000000 Penalty: 5498.532715
	Iteration 288Q: 3 clusters Score -1.211406e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -12114096.000000 Penalty: 5498.532715
	Iteration 289Q: 3 clusters Score -1.21141e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -12114213.000000 Penalty: 5498.532715
	Iteration 290Q: 3 clusters Score -1.211421e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -12114306.000000 Penalty: 5498.532715
	Iteration 291Q: 3 clusters Score -1.211431e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -12114390.000000 Penalty: 5498.532715
	Iteration 292Q: 3 clusters Score -1.211439e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -12114427.000000 Penalty: 5498.532715
	Iteration 293Q: 3 clusters Score -1.211443e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -12114511.000000 Penalty: 5498.532715
	Iteration 294Q: 3 clusters Score -1.211451e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -12114605.000000 Penalty: 5498.532715
	Iteration 295Q: 3 clusters Score -1.21146e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -12114667.000000 Penalty: 5498.532715
	Iteration 296Q: 3 clusters Score -1.211467e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -12114765.000000 Penalty: 5498.532715
	Iteration 297Q: 3 clusters Score -1.211476e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -12114899.000000 Penalty: 5498.532715
	Iteration 298Q: 3 clusters Score -1.21149e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -12115004.000000 Penalty: 5498.532715
	Iteration 299Q: 3 clusters Score -1.2115e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -12115071.000000 Penalty: 5498.532715
	Iteration 300F: 3 clusters Score -1.211507e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -12115139.000000 Penalty: 5498.532715
	Iteration 301Q: 3 clusters Score -1.211514e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -12115202.000000 Penalty: 5498.532715
	Iteration 302Q: 3 clusters Score -1.21152e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -12115228.000000 Penalty: 5498.532715
	Iteration 303Q: 3 clusters Score -1.211523e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -12115084.000000 Penalty: 5498.532715
	Iteration 304Q: 3 clusters Score -1.211508e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -12114751.000000 Penalty: 5498.532715
	Iteration 305Q: 3 clusters Score -1.211475e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -12114081.000000 Penalty: 5498.532715
	Iteration 306Q: 3 clusters Score -1.211408e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -12113343.000000 Penalty: 5498.532715
	Iteration 307Q: 3 clusters Score -1.211334e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -12112771.000000 Penalty: 5498.532715
	Iteration 308Q: 3 clusters Score -1.211277e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -12112256.000000 Penalty: 5498.532715
	Iteration 309Q: 3 clusters Score -1.211226e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -12111824.000000 Penalty: 5498.532715
	Iteration 310Q: 3 clusters Score -1.211182e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 56005 members 
Entering Unmasked Estep 
Score: -12111386.000000 Penalty: 5498.532715
	Iteration 311Q: 3 clusters Score -1.211139e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 56522 members 
Entering Unmasked Estep 
Score: -12111171.000000 Penalty: 5498.532715
	Iteration 312Q: 3 clusters Score -1.211117e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 56910 members 
Entering Unmasked Estep 
Score: -12110970.000000 Penalty: 5498.532715
	Iteration 313Q: 3 clusters Score -1.211097e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -12110816.000000 Penalty: 5498.532715
	Iteration 314Q: 3 clusters Score -1.211082e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 57471 members 
Entering Unmasked Estep 
Score: -12110728.000000 Penalty: 5498.532715
	Iteration 315Q: 3 clusters Score -1.211073e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -12110701.000000 Penalty: 5498.532715
	Iteration 316Q: 3 clusters Score -1.21107e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 57905 members 
Entering Unmasked Estep 
Score: -12110659.000000 Penalty: 5498.532715
	Iteration 317Q: 3 clusters Score -1.211066e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -12110605.000000 Penalty: 5498.532715
	Iteration 318Q: 3 clusters Score -1.21106e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -12110507.000000 Penalty: 5498.532715
	Iteration 319Q: 3 clusters Score -1.211051e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -12110865.000000 Penalty: 5498.532715
	Iteration 320F: 3 clusters Score -1.211086e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -12110736.000000 Penalty: 5498.532715
	Iteration 321Q: 3 clusters Score -1.211074e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -12110576.000000 Penalty: 5498.532715
	Iteration 322Q: 3 clusters Score -1.211058e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -12110430.000000 Penalty: 5498.532715
	Iteration 323Q: 3 clusters Score -1.211043e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -12110255.000000 Penalty: 5498.532715
	Iteration 324Q: 3 clusters Score -1.211026e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 60339 members 
Entering Unmasked Estep 
Score: -12110143.000000 Penalty: 5498.532715
	Iteration 325Q: 3 clusters Score -1.211014e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -12110046.000000 Penalty: 5498.532715
	Iteration 326Q: 3 clusters Score -1.211005e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -12109954.000000 Penalty: 5498.532715
	Iteration 327Q: 3 clusters Score -1.210995e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -12109876.000000 Penalty: 5498.532715
	Iteration 328Q: 3 clusters Score -1.210988e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -12109762.000000 Penalty: 5498.532715
	Iteration 329Q: 3 clusters Score -1.210976e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -12109706.000000 Penalty: 5498.532715
	Iteration 330Q: 3 clusters Score -1.210971e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -12109646.000000 Penalty: 5498.532715
	Iteration 331Q: 3 clusters Score -1.210965e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -12109548.000000 Penalty: 5498.532715
	Iteration 332Q: 3 clusters Score -1.210955e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -12109479.000000 Penalty: 5498.532715
	Iteration 333Q: 3 clusters Score -1.210948e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -12109436.000000 Penalty: 5498.532715
	Iteration 334Q: 3 clusters Score -1.210944e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -12109415.000000 Penalty: 5498.532715
	Iteration 335Q: 3 clusters Score -1.210942e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -12109361.000000 Penalty: 5498.532715
	Iteration 336Q: 3 clusters Score -1.210936e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 62199 members 
Entering Unmasked Estep 
Score: -12109326.000000 Penalty: 5498.532715
	Iteration 337Q: 3 clusters Score -1.210933e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -12109278.000000 Penalty: 5498.532715
	Iteration 338Q: 3 clusters Score -1.210928e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 62378 members 
Entering Unmasked Estep 
Score: -12109226.000000 Penalty: 5498.532715
	Iteration 339Q: 3 clusters Score -1.210923e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 62475 members 
Entering Unmasked Estep 
Score: -12109173.000000 Penalty: 5498.532715
	Iteration 340F: 3 clusters Score -1.210917e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 62563 members 
Entering Unmasked Estep 
Score: -12109177.000000 Penalty: 5498.532715
	Iteration 341Q: 3 clusters Score -1.210918e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -12109135.000000 Penalty: 5498.532715
	Iteration 342Q: 3 clusters Score -1.210914e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -12109110.000000 Penalty: 5498.532715
	Iteration 343Q: 3 clusters Score -1.210911e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -12109075.000000 Penalty: 5498.532715
	Iteration 344Q: 3 clusters Score -1.210908e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -12109049.000000 Penalty: 5498.532715
	Iteration 345Q: 3 clusters Score -1.210905e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 62832 members 
Entering Unmasked Estep 
Score: -12109030.000000 Penalty: 5498.532715
	Iteration 346Q: 3 clusters Score -1.210903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -12108999.000000 Penalty: 5498.532715
	Iteration 347Q: 3 clusters Score -1.2109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 62878 members 
Entering Unmasked Estep 
Score: -12108984.000000 Penalty: 5498.532715
	Iteration 348Q: 3 clusters Score -1.210898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -12108973.000000 Penalty: 5498.532715
	Iteration 349Q: 3 clusters Score -1.210897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -12108960.000000 Penalty: 5498.532715
	Iteration 350Q: 3 clusters Score -1.210896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 62935 members 
Entering Unmasked Estep 
Score: -12108943.000000 Penalty: 5498.532715
	Iteration 351Q: 3 clusters Score -1.210894e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 62953 members 
Entering Unmasked Estep 
Score: -12108955.000000 Penalty: 5498.532715
	Iteration 352Q: 3 clusters Score -1.210896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -12108948.000000 Penalty: 5498.532715
	Iteration 353Q: 3 clusters Score -1.210895e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 62980 members 
Entering Unmasked Estep 
Score: -12108937.000000 Penalty: 5498.532715
	Iteration 354Q: 3 clusters Score -1.210894e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 62999 members 
Entering Unmasked Estep 
Score: -12108926.000000 Penalty: 5498.532715
	Iteration 355Q: 3 clusters Score -1.210893e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 63019 members 
Entering Unmasked Estep 
Score: -12108918.000000 Penalty: 5498.532715
	Iteration 356Q: 3 clusters Score -1.210892e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -12108953.000000 Penalty: 5498.532715
	Iteration 357Q: 3 clusters Score -1.210895e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -12108921.000000 Penalty: 5498.532715
	Iteration 358Q: 3 clusters Score -1.210892e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 63071 members 
Entering Unmasked Estep 
Score: -12108904.000000 Penalty: 5498.532715
	Iteration 359Q: 3 clusters Score -1.21089e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 63090 members 
Entering Unmasked Estep 
Score: -12108884.000000 Penalty: 5498.532715
	Iteration 360F: 3 clusters Score -1.210888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -12108895.000000 Penalty: 5498.532715
	Iteration 361Q: 3 clusters Score -1.21089e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -12108889.000000 Penalty: 5498.532715
	Iteration 362Q: 3 clusters Score -1.210889e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -12108898.000000 Penalty: 5498.532715
	Iteration 363Q: 3 clusters Score -1.21089e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -12108877.000000 Penalty: 5498.532715
	Iteration 364Q: 3 clusters Score -1.210888e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 63148 members 
Entering Unmasked Estep 
Score: -12108854.000000 Penalty: 5498.532715
	Iteration 365Q: 3 clusters Score -1.210885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 63153 members 
Entering Unmasked Estep 
Score: -12108862.000000 Penalty: 5498.532715
	Iteration 366Q: 3 clusters Score -1.210886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -12108860.000000 Penalty: 5498.532715
	Iteration 367Q: 3 clusters Score -1.210886e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -12108837.000000 Penalty: 5498.532715
	Iteration 368Q: 3 clusters Score -1.210884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -12108847.000000 Penalty: 5498.532715
	Iteration 369Q: 3 clusters Score -1.210885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -12108831.000000 Penalty: 5498.532715
	Iteration 370Q: 3 clusters Score -1.210883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -12108833.000000 Penalty: 5498.532715
	Iteration 371Q: 3 clusters Score -1.210883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 63178 members 
Entering Unmasked Estep 
Score: -12108823.000000 Penalty: 5498.532715
	Iteration 372Q: 3 clusters Score -1.210882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -12108813.000000 Penalty: 5498.532715
	Iteration 373Q: 3 clusters Score -1.210881e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -12108813.000000 Penalty: 5498.532715
	Iteration 374F: 3 clusters Score -1.210881e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Entering Unmasked Estep 
Score: -7554178.500000 Penalty: 2636.628662
	Iteration 0F: 2 clusters Score -7554178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7526251.500000 Penalty: 5273.257324
	Iteration 0F: 3 clusters Score -7526252 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7536742.500000 Penalty: 5273.257324
	Iteration 1F: 3 clusters Score -7536742 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -7537325.500000 Penalty: 5273.257324
	Iteration 2Q: 3 clusters Score -7537326 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7537985.500000 Penalty: 5273.257324
	Iteration 3Q: 3 clusters Score -7537986 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -7539003.500000 Penalty: 5273.257324
	Iteration 4F: 3 clusters Score -7539004 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7540588.500000 Penalty: 5273.257324
	Iteration 5F: 3 clusters Score -7540588 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -7542803.000000 Penalty: 5273.257324
	Iteration 6F: 3 clusters Score -7542803 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -7545677.000000 Penalty: 5273.257324
	Iteration 7F: 3 clusters Score -7545677 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7548375.000000 Penalty: 5273.257324
	Iteration 8F: 3 clusters Score -7548375 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7550254.000000 Penalty: 5273.257324
	Iteration 9Q: 3 clusters Score -7550254 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -7551148.000000 Penalty: 5273.257324
	Iteration 10Q: 3 clusters Score -7551148 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7551545.500000 Penalty: 5273.257324
	Iteration 11Q: 3 clusters Score -7551546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -7551721.500000 Penalty: 5273.257324
	Iteration 12Q: 3 clusters Score -7551722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -7551790.000000 Penalty: 5273.257324
	Iteration 13Q: 3 clusters Score -7551790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -7551844.000000 Penalty: 5273.257324
	Iteration 14Q: 3 clusters Score -7551844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -7551870.500000 Penalty: 5273.257324
	Iteration 15Q: 3 clusters Score -7551870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7551893.500000 Penalty: 5273.257324
	Iteration 16Q: 3 clusters Score -7551894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -7551898.500000 Penalty: 5273.257324
	Iteration 17Q: 3 clusters Score -7551898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7551908.000000 Penalty: 5273.257324
	Iteration 18Q: 3 clusters Score -7551908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7551909.500000 Penalty: 5273.257324
	Iteration 19Q: 3 clusters Score -7551910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -7551912.000000 Penalty: 5273.257324
	Iteration 20F: 3 clusters Score -7551912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7551912.500000 Penalty: 5273.257324
	Iteration 21Q: 3 clusters Score -7551912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7551911.000000 Penalty: 5273.257324
	Iteration 22Q: 3 clusters Score -7551911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7551911.000000 Penalty: 5273.257324
	Iteration 23F: 3 clusters Score -7551911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (59018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59018 members 
Entering Unmasked Estep 
Score: -10971494.000000 Penalty: 2724.428223
	Iteration 0F: 2 clusters Score -1.097149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -10939840.000000 Penalty: 5448.856445
	Iteration 0F: 3 clusters Score -1.093984e+07 nChanged 27414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -10955318.000000 Penalty: 5448.856445
	Iteration 1F: 3 clusters Score -1.095532e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -10956622.000000 Penalty: 5448.856445
	Iteration 2Q: 3 clusters Score -1.095662e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -10958757.000000 Penalty: 5448.856445
	Iteration 3F: 3 clusters Score -1.095876e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -10961957.000000 Penalty: 5448.856445
	Iteration 4F: 3 clusters Score -1.096196e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -10965935.000000 Penalty: 5448.856445
	Iteration 5F: 3 clusters Score -1.096594e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -10970043.000000 Penalty: 5448.856445
	Iteration 6F: 3 clusters Score -1.097004e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -10973006.000000 Penalty: 5448.856445
	Iteration 7F: 3 clusters Score -1.097301e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -10974336.000000 Penalty: 5448.856445
	Iteration 8Q: 3 clusters Score -1.097434e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -10974619.000000 Penalty: 5448.856445
	Iteration 9Q: 3 clusters Score -1.097462e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -10974550.000000 Penalty: 5448.856445
	Iteration 10Q: 3 clusters Score -1.097455e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 51356 members 
Entering Unmasked Estep 
Score: -10974314.000000 Penalty: 5448.856445
	Iteration 11Q: 3 clusters Score -1.097431e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -10973942.000000 Penalty: 5448.856445
	Iteration 12Q: 3 clusters Score -1.097394e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -10973652.000000 Penalty: 5448.856445
	Iteration 13Q: 3 clusters Score -1.097365e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10973356.000000 Penalty: 5448.856445
	Iteration 14Q: 3 clusters Score -1.097336e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 54018 members 
Entering Unmasked Estep 
Score: -10973136.000000 Penalty: 5448.856445
	Iteration 15Q: 3 clusters Score -1.097314e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -10972916.000000 Penalty: 5448.856445
	Iteration 16Q: 3 clusters Score -1.097292e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -10972725.000000 Penalty: 5448.856445
	Iteration 17Q: 3 clusters Score -1.097272e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -10972642.000000 Penalty: 5448.856445
	Iteration 18Q: 3 clusters Score -1.097264e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -10972535.000000 Penalty: 5448.856445
	Iteration 19Q: 3 clusters Score -1.097254e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -10972460.000000 Penalty: 5448.856445
	Iteration 20F: 3 clusters Score -1.097246e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 55530 members 
Entering Unmasked Estep 
Score: -10972381.000000 Penalty: 5448.856445
	Iteration 21Q: 3 clusters Score -1.097238e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -10972292.000000 Penalty: 5448.856445
	Iteration 22Q: 3 clusters Score -1.097229e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -10972249.000000 Penalty: 5448.856445
	Iteration 23Q: 3 clusters Score -1.097225e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -10972218.000000 Penalty: 5448.856445
	Iteration 24Q: 3 clusters Score -1.097222e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -10972195.000000 Penalty: 5448.856445
	Iteration 25Q: 3 clusters Score -1.09722e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 56002 members 
Entering Unmasked Estep 
Score: -10972170.000000 Penalty: 5448.856445
	Iteration 26Q: 3 clusters Score -1.097217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -10972155.000000 Penalty: 5448.856445
	Iteration 27Q: 3 clusters Score -1.097216e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -10972127.000000 Penalty: 5448.856445
	Iteration 28Q: 3 clusters Score -1.097213e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 56183 members 
Entering Unmasked Estep 
Score: -10972085.000000 Penalty: 5448.856445
	Iteration 29Q: 3 clusters Score -1.097208e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -10972064.000000 Penalty: 5448.856445
	Iteration 30Q: 3 clusters Score -1.097206e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -10972033.000000 Penalty: 5448.856445
	Iteration 31Q: 3 clusters Score -1.097203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 56296 members 
Entering Unmasked Estep 
Score: -10972017.000000 Penalty: 5448.856445
	Iteration 32Q: 3 clusters Score -1.097202e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -10971993.000000 Penalty: 5448.856445
	Iteration 33Q: 3 clusters Score -1.097199e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -10972002.000000 Penalty: 5448.856445
	Iteration 34Q: 3 clusters Score -1.0972e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -10971981.000000 Penalty: 5448.856445
	Iteration 35Q: 3 clusters Score -1.097198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -10971970.000000 Penalty: 5448.856445
	Iteration 36Q: 3 clusters Score -1.097197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 56394 members 
Entering Unmasked Estep 
Score: -10971954.000000 Penalty: 5448.856445
	Iteration 37Q: 3 clusters Score -1.097195e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -10971917.000000 Penalty: 5448.856445
	Iteration 38Q: 3 clusters Score -1.097192e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 56434 members 
Entering Unmasked Estep 
Score: -10971889.000000 Penalty: 5448.856445
	Iteration 39Q: 3 clusters Score -1.097189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 56456 members 
Entering Unmasked Estep 
Score: -10971878.000000 Penalty: 5448.856445
	Iteration 40F: 3 clusters Score -1.097188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -10971889.000000 Penalty: 5448.856445
	Iteration 41Q: 3 clusters Score -1.097189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 56487 members 
Entering Unmasked Estep 
Score: -10971880.000000 Penalty: 5448.856445
	Iteration 42Q: 3 clusters Score -1.097188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 56501 members 
Entering Unmasked Estep 
Score: -10971871.000000 Penalty: 5448.856445
	Iteration 43Q: 3 clusters Score -1.097187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 56514 members 
Entering Unmasked Estep 
Score: -10971844.000000 Penalty: 5448.856445
	Iteration 44Q: 3 clusters Score -1.097184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -10971852.000000 Penalty: 5448.856445
	Iteration 45Q: 3 clusters Score -1.097185e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 56531 members 
Entering Unmasked Estep 
Score: -10971843.000000 Penalty: 5448.856445
	Iteration 46Q: 3 clusters Score -1.097184e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10971819.000000 Penalty: 5448.856445
	Iteration 47Q: 3 clusters Score -1.097182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -10971819.000000 Penalty: 5448.856445
	Iteration 48Q: 3 clusters Score -1.097182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 56561 members 
Entering Unmasked Estep 
Score: -10971800.000000 Penalty: 5448.856445
	Iteration 49Q: 3 clusters Score -1.09718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -10971814.000000 Penalty: 5448.856445
	Iteration 50Q: 3 clusters Score -1.097181e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 56591 members 
Entering Unmasked Estep 
Score: -10971783.000000 Penalty: 5448.856445
	Iteration 51Q: 3 clusters Score -1.097178e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 56606 members 
Entering Unmasked Estep 
Score: -10971768.000000 Penalty: 5448.856445
	Iteration 52Q: 3 clusters Score -1.097177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -10971749.000000 Penalty: 5448.856445
	Iteration 53Q: 3 clusters Score -1.097175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 56632 members 
Entering Unmasked Estep 
Score: -10971738.000000 Penalty: 5448.856445
	Iteration 54Q: 3 clusters Score -1.097174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -10971721.000000 Penalty: 5448.856445
	Iteration 55Q: 3 clusters Score -1.097172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -10971718.000000 Penalty: 5448.856445
	Iteration 56Q: 3 clusters Score -1.097172e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 56670 members 
Entering Unmasked Estep 
Score: -10971689.000000 Penalty: 5448.856445
	Iteration 57Q: 3 clusters Score -1.097169e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 56677 members 
Entering Unmasked Estep 
Score: -10971699.000000 Penalty: 5448.856445
	Iteration 58Q: 3 clusters Score -1.09717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -10971697.000000 Penalty: 5448.856445
	Iteration 59Q: 3 clusters Score -1.09717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -10971697.000000 Penalty: 5448.856445
	Iteration 60F: 3 clusters Score -1.09717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 56691 members 
Entering Unmasked Estep 
Score: -10971702.000000 Penalty: 5448.856445
	Iteration 61Q: 3 clusters Score -1.09717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -10971692.000000 Penalty: 5448.856445
	Iteration 62Q: 3 clusters Score -1.097169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 56695 members 
Entering Unmasked Estep 
Score: -10971688.000000 Penalty: 5448.856445
	Iteration 63Q: 3 clusters Score -1.097169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -10971689.000000 Penalty: 5448.856445
	Iteration 64Q: 3 clusters Score -1.097169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -10971697.000000 Penalty: 5448.856445
	Iteration 65Q: 3 clusters Score -1.09717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -10971699.000000 Penalty: 5448.856445
	Iteration 66Q: 3 clusters Score -1.09717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -10971695.000000 Penalty: 5448.856445
	Iteration 67Q: 3 clusters Score -1.09717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -10971689.000000 Penalty: 5448.856445
	Iteration 68Q: 3 clusters Score -1.097169e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -10971693.000000 Penalty: 5448.856445
	Iteration 69Q: 3 clusters Score -1.097169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 56711 members 
Entering Unmasked Estep 
Score: -10971693.000000 Penalty: 5448.856445
	Iteration 70F: 3 clusters Score -1.097169e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 2 contains 41098 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 43925 members 
Mstep: Class 15 contains 47839 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 2307 members 
Mstep: Class 22 contains 49125 members 
Mstep: Class 23 contains 3183 members 
Mstep: Class 24 contains 2503 members 
Mstep: Class 25 contains 37684 members 
Mstep: Class 26 contains 26168 members 
Mstep: Class 27 contains 2650 members 
Mstep: Class 28 contains 56711 members 
Entering Unmasked Estep 
Score: -137018592.000000 Penalty: 93905.554688
Splitting cluster 21 changes total score from -136956528.000000 to -137018592.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 70317 members 
Mstep: Class 3 contains 24149 members 
Mstep: Class 4 contains 56980 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 21690 members 
Mstep: Class 10 contains 51559 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 3935 members 
Mstep: Class 14 contains 43925 members 
Mstep: Class 15 contains 47839 members 
Mstep: Class 17 contains 48832 members 
Mstep: Class 18 contains 65235 members 
Mstep: Class 20 contains 41422 members 
Mstep: Class 21 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137036480.000000 Penalty: 93905.554688
Iteration 39Q: 29 clusters Score -1.370365e+08 nChanged 37659
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 68821 members 
Mstep: Class 2 contains 39639 members 
Mstep: Class 3 contains 28271 members 
Mstep: Class 4 contains 55566 members 
Mstep: Class 5 contains 789 members 
Mstep: Class 6 contains 1236 members 
Mstep: Class 7 contains 723 members 
Mstep: Class 8 contains 22351 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 52363 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 45888 members 
Mstep: Class 13 contains 3780 members 
Mstep: Class 14 contains 46768 members 
Mstep: Class 15 contains 49074 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 48135 members 
Mstep: Class 18 contains 63481 members 
Mstep: Class 19 contains 393 members 
Mstep: Class 20 contains 40965 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 47639 members 
Mstep: Class 23 contains 3454 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 37292 members 
Mstep: Class 26 contains 25617 members 
Mstep: Class 27 contains 2637 members 
Mstep: Class 28 contains 52960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137054016.000000 Penalty: 93905.554688
Iteration 40F: 29 clusters Score -1.37054e+08 nChanged 35762
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 42485 members 
Mstep: Class 3 contains 31736 members 
Mstep: Class 4 contains 52494 members 
Mstep: Class 5 contains 786 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 724 members 
Mstep: Class 8 contains 22654 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 50754 members 
Mstep: Class 11 contains 1195 members 
Mstep: Class 12 contains 45987 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 47609 members 
Mstep: Class 15 contains 48063 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 45031 members 
Mstep: Class 18 contains 60414 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 40008 members 
Mstep: Class 21 contains 2319 members 
Mstep: Class 22 contains 50600 members 
Mstep: Class 23 contains 3869 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 39990 members 
Mstep: Class 26 contains 29693 members 
Mstep: Class 27 contains 2755 members 
Mstep: Class 28 contains 51837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137067104.000000 Penalty: 93905.554688
Iteration 41Q: 29 clusters Score -1.370671e+08 nChanged 27386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 44620 members 
Mstep: Class 3 contains 35421 members 
Mstep: Class 4 contains 50514 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 23049 members 
Mstep: Class 9 contains 1012 members 
Mstep: Class 10 contains 49733 members 
Mstep: Class 11 contains 1189 members 
Mstep: Class 12 contains 45145 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 14 contains 48660 members 
Mstep: Class 15 contains 46942 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 42913 members 
Mstep: Class 18 contains 58253 members 
Mstep: Class 19 contains 421 members 
Mstep: Class 20 contains 39109 members 
Mstep: Class 21 contains 2297 members 
Mstep: Class 22 contains 51947 members 
Mstep: Class 23 contains 4180 members 
Mstep: Class 24 contains 3031 members 
Mstep: Class 25 contains 42539 members 
Mstep: Class 26 contains 33425 members 
Mstep: Class 27 contains 2841 members 
Mstep: Class 28 contains 50649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137076688.000000 Penalty: 93905.554688
Iteration 42Q: 29 clusters Score -1.370767e+08 nChanged 25494
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 45630 members 
Mstep: Class 3 contains 39315 members 
Mstep: Class 4 contains 49111 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23436 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 48854 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 43809 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 49706 members 
Mstep: Class 15 contains 45784 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 41384 members 
Mstep: Class 18 contains 56319 members 
Mstep: Class 19 contains 420 members 
Mstep: Class 20 contains 38315 members 
Mstep: Class 21 contains 2260 members 
Mstep: Class 22 contains 52465 members 
Mstep: Class 23 contains 4412 members 
Mstep: Class 24 contains 3167 members 
Mstep: Class 25 contains 45064 members 
Mstep: Class 26 contains 37599 members 
Mstep: Class 27 contains 2897 members 
Mstep: Class 28 contains 49529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137083840.000000 Penalty: 93905.554688
Iteration 43Q: 29 clusters Score -1.370838e+08 nChanged 24385
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 45526 members 
Mstep: Class 3 contains 43617 members 
Mstep: Class 4 contains 48157 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 23830 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 48377 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 42042 members 
Mstep: Class 13 contains 3337 members 
Mstep: Class 14 contains 50467 members 
Mstep: Class 15 contains 44763 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 40098 members 
Mstep: Class 18 contains 54712 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 37521 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 52584 members 
Mstep: Class 23 contains 4595 members 
Mstep: Class 24 contains 3260 members 
Mstep: Class 25 contains 47523 members 
Mstep: Class 26 contains 41810 members 
Mstep: Class 27 contains 2941 members 
Mstep: Class 28 contains 48455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137090816.000000 Penalty: 93905.554688
Iteration 44Q: 29 clusters Score -1.370908e+08 nChanged 24300
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 44077 members 
Mstep: Class 3 contains 48637 members 
Mstep: Class 4 contains 47414 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 24167 members 
Mstep: Class 9 contains 1022 members 
Mstep: Class 10 contains 48441 members 
Mstep: Class 11 contains 1200 members 
Mstep: Class 12 contains 40182 members 
Mstep: Class 13 contains 3275 members 
Mstep: Class 14 contains 50623 members 
Mstep: Class 15 contains 43515 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 39027 members 
Mstep: Class 18 contains 53481 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 36752 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 52475 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 3309 members 
Mstep: Class 25 contains 49643 members 
Mstep: Class 26 contains 46078 members 
Mstep: Class 27 contains 2992 members 
Mstep: Class 28 contains 47539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137094048.000000 Penalty: 93905.554688
Iteration 45Q: 29 clusters Score -1.37094e+08 nChanged 24379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 42122 members 
Mstep: Class 3 contains 53295 members 
Mstep: Class 4 contains 46859 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 24451 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 48475 members 
Mstep: Class 11 contains 1204 members 
Mstep: Class 12 contains 38341 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 42237 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 38226 members 
Mstep: Class 18 contains 52359 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 36011 members 
Mstep: Class 21 contains 2156 members 
Mstep: Class 22 contains 52266 members 
Mstep: Class 23 contains 4877 members 
Mstep: Class 24 contains 3334 members 
Mstep: Class 25 contains 51453 members 
Mstep: Class 26 contains 50364 members 
Mstep: Class 27 contains 3040 members 
Mstep: Class 28 contains 46726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093120.000000 Penalty: 93905.554688
Iteration 46Q: 29 clusters Score -1.370931e+08 nChanged 23246
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 48617 members 
Mstep: Class 2 contains 40619 members 
Mstep: Class 3 contains 55631 members 
Mstep: Class 4 contains 46624 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 48619 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 37094 members 
Mstep: Class 13 contains 3189 members 
Mstep: Class 14 contains 49803 members 
Mstep: Class 15 contains 41395 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 37704 members 
Mstep: Class 18 contains 51548 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 35282 members 
Mstep: Class 21 contains 2127 members 
Mstep: Class 22 contains 52077 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 3344 members 
Mstep: Class 25 contains 52889 members 
Mstep: Class 26 contains 53961 members 
Mstep: Class 27 contains 3084 members 
Mstep: Class 28 contains 46089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137092176.000000 Penalty: 93905.554688
Iteration 47Q: 29 clusters Score -1.370922e+08 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 40034 members 
Mstep: Class 3 contains 56094 members 
Mstep: Class 4 contains 46662 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 25020 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 48749 members 
Mstep: Class 11 contains 1215 members 
Mstep: Class 12 contains 36551 members 
Mstep: Class 13 contains 3165 members 
Mstep: Class 14 contains 49942 members 
Mstep: Class 15 contains 41213 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 37314 members 
Mstep: Class 18 contains 51077 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 34601 members 
Mstep: Class 21 contains 2128 members 
Mstep: Class 22 contains 52041 members 
Mstep: Class 23 contains 5092 members 
Mstep: Class 24 contains 3351 members 
Mstep: Class 25 contains 53598 members 
Mstep: Class 26 contains 56020 members 
Mstep: Class 27 contains 3142 members 
Mstep: Class 28 contains 45771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137091712.000000 Penalty: 93905.554688
Iteration 48Q: 29 clusters Score -1.370917e+08 nChanged 17723
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 40211 members 
Mstep: Class 3 contains 55794 members 
Mstep: Class 4 contains 46852 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 25307 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 48740 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 36627 members 
Mstep: Class 13 contains 3162 members 
Mstep: Class 14 contains 50225 members 
Mstep: Class 15 contains 41273 members 
Mstep: Class 16 contains 1687 members 
Mstep: Class 17 contains 37083 members 
Mstep: Class 18 contains 50737 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 33964 members 
Mstep: Class 21 contains 2136 members 
Mstep: Class 22 contains 51988 members 
Mstep: Class 23 contains 5188 members 
Mstep: Class 24 contains 3349 members 
Mstep: Class 25 contains 53658 members 
Mstep: Class 26 contains 56859 members 
Mstep: Class 27 contains 3183 members 
Mstep: Class 28 contains 45510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137092704.000000 Penalty: 93905.554688
Iteration 49Q: 29 clusters Score -1.370927e+08 nChanged 15850
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 55177 members 
Mstep: Class 4 contains 47070 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 25619 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 48751 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 37203 members 
Mstep: Class 13 contains 3168 members 
Mstep: Class 14 contains 50557 members 
Mstep: Class 15 contains 41392 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 36952 members 
Mstep: Class 18 contains 50516 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 33398 members 
Mstep: Class 21 contains 2141 members 
Mstep: Class 22 contains 51907 members 
Mstep: Class 23 contains 5268 members 
Mstep: Class 24 contains 3336 members 
Mstep: Class 25 contains 53224 members 
Mstep: Class 26 contains 57025 members 
Mstep: Class 27 contains 3228 members 
Mstep: Class 28 contains 45326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137094720.000000 Penalty: 93905.554688
Iteration 50Q: 29 clusters Score -1.370947e+08 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 41282 members 
Mstep: Class 3 contains 54543 members 
Mstep: Class 4 contains 47167 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 25888 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 48701 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 38264 members 
Mstep: Class 13 contains 3200 members 
Mstep: Class 14 contains 50824 members 
Mstep: Class 15 contains 41581 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 36811 members 
Mstep: Class 18 contains 50271 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 32897 members 
Mstep: Class 21 contains 2146 members 
Mstep: Class 22 contains 51823 members 
Mstep: Class 23 contains 5337 members 
Mstep: Class 24 contains 3320 members 
Mstep: Class 25 contains 52481 members 
Mstep: Class 26 contains 56989 members 
Mstep: Class 27 contains 3265 members 
Mstep: Class 28 contains 45196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137096016.000000 Penalty: 93905.554688
Iteration 51Q: 29 clusters Score -1.37096e+08 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 54067 members 
Mstep: Class 4 contains 47222 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26105 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 48527 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 39657 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 50993 members 
Mstep: Class 15 contains 41721 members 
Mstep: Class 16 contains 1699 members 
Mstep: Class 17 contains 36641 members 
Mstep: Class 18 contains 50081 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 32401 members 
Mstep: Class 21 contains 2165 members 
Mstep: Class 22 contains 51738 members 
Mstep: Class 23 contains 5387 members 
Mstep: Class 24 contains 3298 members 
Mstep: Class 25 contains 51466 members 
Mstep: Class 26 contains 56875 members 
Mstep: Class 27 contains 3294 members 
Mstep: Class 28 contains 45117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098032.000000 Penalty: 93905.554688
Iteration 52Q: 29 clusters Score -1.37098e+08 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 42802 members 
Mstep: Class 3 contains 53700 members 
Mstep: Class 4 contains 47272 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1281 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26270 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 48297 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 41234 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 51075 members 
Mstep: Class 15 contains 41773 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 36540 members 
Mstep: Class 18 contains 49940 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 31899 members 
Mstep: Class 21 contains 2187 members 
Mstep: Class 22 contains 51672 members 
Mstep: Class 23 contains 5434 members 
Mstep: Class 24 contains 3282 members 
Mstep: Class 25 contains 50200 members 
Mstep: Class 26 contains 56803 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 45070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099088.000000 Penalty: 93905.554688
Iteration 53Q: 29 clusters Score -1.370991e+08 nChanged 11935
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 43431 members 
Mstep: Class 3 contains 53392 members 
Mstep: Class 4 contains 47311 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26424 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 48027 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 43005 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 51096 members 
Mstep: Class 15 contains 41735 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 36462 members 
Mstep: Class 18 contains 49857 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 2221 members 
Mstep: Class 22 contains 51591 members 
Mstep: Class 23 contains 5474 members 
Mstep: Class 24 contains 3264 members 
Mstep: Class 25 contains 48874 members 
Mstep: Class 26 contains 56776 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 45037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100256.000000 Penalty: 93905.554688
Iteration 54Q: 29 clusters Score -1.371003e+08 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 43974 members 
Mstep: Class 3 contains 53037 members 
Mstep: Class 4 contains 47427 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26545 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 47737 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 44778 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 51040 members 
Mstep: Class 15 contains 41637 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 36425 members 
Mstep: Class 18 contains 49876 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 30940 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 51535 members 
Mstep: Class 23 contains 5499 members 
Mstep: Class 24 contains 3247 members 
Mstep: Class 25 contains 47552 members 
Mstep: Class 26 contains 56666 members 
Mstep: Class 27 contains 3415 members 
Mstep: Class 28 contains 44990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100976.000000 Penalty: 93905.554688
Iteration 55Q: 29 clusters Score -1.37101e+08 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 44393 members 
Mstep: Class 3 contains 52673 members 
Mstep: Class 4 contains 47498 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26646 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 47380 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 46782 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 50975 members 
Mstep: Class 15 contains 41526 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 36418 members 
Mstep: Class 18 contains 49832 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 30491 members 
Mstep: Class 21 contains 2274 members 
Mstep: Class 22 contains 51464 members 
Mstep: Class 23 contains 5526 members 
Mstep: Class 24 contains 3225 members 
Mstep: Class 25 contains 46185 members 
Mstep: Class 26 contains 56555 members 
Mstep: Class 27 contains 3453 members 
Mstep: Class 28 contains 44946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102336.000000 Penalty: 93905.554688
Iteration 56Q: 29 clusters Score -1.371023e+08 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 44622 members 
Mstep: Class 3 contains 52242 members 
Mstep: Class 4 contains 47548 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26729 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 47182 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 48833 members 
Mstep: Class 13 contains 3572 members 
Mstep: Class 14 contains 50952 members 
Mstep: Class 15 contains 41385 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 36396 members 
Mstep: Class 18 contains 49826 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 30093 members 
Mstep: Class 21 contains 2317 members 
Mstep: Class 22 contains 51358 members 
Mstep: Class 23 contains 5549 members 
Mstep: Class 24 contains 3195 members 
Mstep: Class 25 contains 44929 members 
Mstep: Class 26 contains 56426 members 
Mstep: Class 27 contains 3489 members 
Mstep: Class 28 contains 44891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137103392.000000 Penalty: 93905.554688
Iteration 57Q: 29 clusters Score -1.371034e+08 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 44660 members 
Mstep: Class 3 contains 51646 members 
Mstep: Class 4 contains 47542 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1278 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26808 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 46895 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 51123 members 
Mstep: Class 13 contains 3671 members 
Mstep: Class 14 contains 50890 members 
Mstep: Class 15 contains 41184 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 36347 members 
Mstep: Class 18 contains 49763 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 29688 members 
Mstep: Class 21 contains 2351 members 
Mstep: Class 22 contains 51265 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 3163 members 
Mstep: Class 25 contains 44549 members 
Mstep: Class 26 contains 56141 members 
Mstep: Class 27 contains 3534 members 
Mstep: Class 28 contains 44795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105168.000000 Penalty: 93905.554688
Iteration 58Q: 29 clusters Score -1.371052e+08 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 44324 members 
Mstep: Class 3 contains 50928 members 
Mstep: Class 4 contains 47475 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26874 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 46613 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 53327 members 
Mstep: Class 13 contains 3770 members 
Mstep: Class 14 contains 50674 members 
Mstep: Class 15 contains 40976 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 36266 members 
Mstep: Class 18 contains 49775 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 29280 members 
Mstep: Class 21 contains 2386 members 
Mstep: Class 22 contains 51179 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 3128 members 
Mstep: Class 25 contains 45203 members 
Mstep: Class 26 contains 55553 members 
Mstep: Class 27 contains 3570 members 
Mstep: Class 28 contains 44735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105248.000000 Penalty: 93905.554688
Iteration 59Q: 29 clusters Score -1.371052e+08 nChanged 13103
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 43699 members 
Mstep: Class 3 contains 50207 members 
Mstep: Class 4 contains 47399 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26903 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 46404 members 
Mstep: Class 11 contains 1222 members 
Mstep: Class 12 contains 55262 members 
Mstep: Class 13 contains 3864 members 
Mstep: Class 14 contains 50424 members 
Mstep: Class 15 contains 40784 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 36146 members 
Mstep: Class 18 contains 49771 members 
Mstep: Class 19 contains 419 members 
Mstep: Class 20 contains 28886 members 
Mstep: Class 21 contains 2416 members 
Mstep: Class 22 contains 51120 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 3084 members 
Mstep: Class 25 contains 46590 members 
Mstep: Class 26 contains 54841 members 
Mstep: Class 27 contains 3603 members 
Mstep: Class 28 contains 44661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106704.000000 Penalty: 93905.554688
Iteration 60F: 29 clusters Score -1.371067e+08 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 42449 members 
Mstep: Class 3 contains 50132 members 
Mstep: Class 4 contains 47129 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26917 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 56935 members 
Mstep: Class 13 contains 3940 members 
Mstep: Class 14 contains 50039 members 
Mstep: Class 15 contains 40403 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 35903 members 
Mstep: Class 18 contains 49659 members 
Mstep: Class 19 contains 422 members 
Mstep: Class 20 contains 28548 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 51058 members 
Mstep: Class 23 contains 5648 members 
Mstep: Class 24 contains 3051 members 
Mstep: Class 25 contains 48580 members 
Mstep: Class 26 contains 54553 members 
Mstep: Class 27 contains 3646 members 
Mstep: Class 28 contains 44526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104864.000000 Penalty: 93905.554688
Iteration 61Q: 29 clusters Score -1.371049e+08 nChanged 15745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47485 members 
Mstep: Class 2 contains 41475 members 
Mstep: Class 3 contains 49572 members 
Mstep: Class 4 contains 47019 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26914 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 46156 members 
Mstep: Class 11 contains 1221 members 
Mstep: Class 12 contains 58263 members 
Mstep: Class 13 contains 4036 members 
Mstep: Class 14 contains 49820 members 
Mstep: Class 15 contains 40219 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 35662 members 
Mstep: Class 18 contains 49600 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 21 contains 2468 members 
Mstep: Class 22 contains 50974 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 3010 members 
Mstep: Class 25 contains 50562 members 
Mstep: Class 26 contains 54107 members 
Mstep: Class 27 contains 3689 members 
Mstep: Class 28 contains 44452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104064.000000 Penalty: 93905.554688
Iteration 62Q: 29 clusters Score -1.371041e+08 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 40810 members 
Mstep: Class 3 contains 48962 members 
Mstep: Class 4 contains 47006 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26906 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 45962 members 
Mstep: Class 11 contains 1220 members 
Mstep: Class 12 contains 59104 members 
Mstep: Class 13 contains 4149 members 
Mstep: Class 14 contains 49686 members 
Mstep: Class 15 contains 40208 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 35404 members 
Mstep: Class 18 contains 49505 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 27913 members 
Mstep: Class 21 contains 2501 members 
Mstep: Class 22 contains 50920 members 
Mstep: Class 23 contains 5735 members 
Mstep: Class 24 contains 2980 members 
Mstep: Class 25 contains 52362 members 
Mstep: Class 26 contains 53724 members 
Mstep: Class 27 contains 3720 members 
Mstep: Class 28 contains 44467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137103056.000000 Penalty: 93905.554688
Iteration 63Q: 29 clusters Score -1.371031e+08 nChanged 13693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 40523 members 
Mstep: Class 3 contains 48557 members 
Mstep: Class 4 contains 46930 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26896 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 45876 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 59446 members 
Mstep: Class 13 contains 4233 members 
Mstep: Class 14 contains 49633 members 
Mstep: Class 15 contains 40307 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 35111 members 
Mstep: Class 18 contains 49382 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 27659 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 50849 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 2952 members 
Mstep: Class 25 contains 53818 members 
Mstep: Class 26 contains 53343 members 
Mstep: Class 27 contains 3751 members 
Mstep: Class 28 contains 44569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102176.000000 Penalty: 93905.554688
Iteration 64Q: 29 clusters Score -1.371022e+08 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 40330 members 
Mstep: Class 3 contains 48361 members 
Mstep: Class 4 contains 46894 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26891 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 45727 members 
Mstep: Class 11 contains 1216 members 
Mstep: Class 12 contains 59528 members 
Mstep: Class 13 contains 4298 members 
Mstep: Class 14 contains 49659 members 
Mstep: Class 15 contains 40524 members 
Mstep: Class 16 contains 1705 members 
Mstep: Class 17 contains 34874 members 
Mstep: Class 18 contains 49291 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 27450 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 50801 members 
Mstep: Class 23 contains 5832 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 54648 members 
Mstep: Class 26 contains 53123 members 
Mstep: Class 27 contains 3781 members 
Mstep: Class 28 contains 44730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101552.000000 Penalty: 93905.554688
Iteration 65Q: 29 clusters Score -1.371016e+08 nChanged 10694
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 40438 members 
Mstep: Class 3 contains 48276 members 
Mstep: Class 4 contains 46855 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26877 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 45483 members 
Mstep: Class 11 contains 1214 members 
Mstep: Class 12 contains 59385 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 49694 members 
Mstep: Class 15 contains 40846 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 34689 members 
Mstep: Class 18 contains 49226 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 27261 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 50766 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 2904 members 
Mstep: Class 25 contains 55096 members 
Mstep: Class 26 contains 52954 members 
Mstep: Class 27 contains 3810 members 
Mstep: Class 28 contains 44883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102416.000000 Penalty: 93905.554688
Iteration 66Q: 29 clusters Score -1.371024e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 40758 members 
Mstep: Class 3 contains 48332 members 
Mstep: Class 4 contains 46862 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26872 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 59222 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 49820 members 
Mstep: Class 15 contains 41169 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 34518 members 
Mstep: Class 18 contains 49104 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 27051 members 
Mstep: Class 21 contains 2612 members 
Mstep: Class 22 contains 50718 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 2899 members 
Mstep: Class 25 contains 55089 members 
Mstep: Class 26 contains 52823 members 
Mstep: Class 27 contains 3847 members 
Mstep: Class 28 contains 45025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137103344.000000 Penalty: 93905.554688
Iteration 67Q: 29 clusters Score -1.371033e+08 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46948 members 
Mstep: Class 2 contains 41240 members 
Mstep: Class 3 contains 48457 members 
Mstep: Class 4 contains 46897 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26862 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 45118 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 58958 members 
Mstep: Class 13 contains 4538 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 41471 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 34370 members 
Mstep: Class 18 contains 49001 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26862 members 
Mstep: Class 21 contains 2645 members 
Mstep: Class 22 contains 50698 members 
Mstep: Class 23 contains 5903 members 
Mstep: Class 24 contains 2879 members 
Mstep: Class 25 contains 54855 members 
Mstep: Class 26 contains 52662 members 
Mstep: Class 27 contains 3887 members 
Mstep: Class 28 contains 45156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137103936.000000 Penalty: 93905.554688
Iteration 68Q: 29 clusters Score -1.371039e+08 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 41858 members 
Mstep: Class 3 contains 48513 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1272 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26830 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 44899 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 58754 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 50133 members 
Mstep: Class 15 contains 41782 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 34215 members 
Mstep: Class 18 contains 48937 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26714 members 
Mstep: Class 21 contains 2673 members 
Mstep: Class 22 contains 50684 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 2866 members 
Mstep: Class 25 contains 54478 members 
Mstep: Class 26 contains 52599 members 
Mstep: Class 27 contains 3936 members 
Mstep: Class 28 contains 45271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104912.000000 Penalty: 93905.554688
Iteration 69Q: 29 clusters Score -1.371049e+08 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 42520 members 
Mstep: Class 3 contains 48588 members 
Mstep: Class 4 contains 46839 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26818 members 
Mstep: Class 9 contains 1040 members 
Mstep: Class 10 contains 44709 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 58540 members 
Mstep: Class 13 contains 4679 members 
Mstep: Class 14 contains 50346 members 
Mstep: Class 15 contains 41991 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 34059 members 
Mstep: Class 18 contains 48910 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26578 members 
Mstep: Class 21 contains 2700 members 
Mstep: Class 22 contains 50675 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 2846 members 
Mstep: Class 25 contains 54043 members 
Mstep: Class 26 contains 52443 members 
Mstep: Class 27 contains 3969 members 
Mstep: Class 28 contains 45392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105760.000000 Penalty: 93905.554688
Iteration 70Q: 29 clusters Score -1.371058e+08 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 43260 members 
Mstep: Class 3 contains 48632 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26790 members 
Mstep: Class 9 contains 1039 members 
Mstep: Class 10 contains 44523 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 58309 members 
Mstep: Class 13 contains 4742 members 
Mstep: Class 14 contains 50554 members 
Mstep: Class 15 contains 42131 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 33936 members 
Mstep: Class 18 contains 48878 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26453 members 
Mstep: Class 21 contains 2715 members 
Mstep: Class 22 contains 50671 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 2828 members 
Mstep: Class 25 contains 53517 members 
Mstep: Class 26 contains 52424 members 
Mstep: Class 27 contains 4001 members 
Mstep: Class 28 contains 45521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106608.000000 Penalty: 93905.554688
Iteration 71Q: 29 clusters Score -1.371066e+08 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46885 members 
Mstep: Class 2 contains 43953 members 
Mstep: Class 3 contains 48651 members 
Mstep: Class 4 contains 46704 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26770 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 44374 members 
Mstep: Class 11 contains 1213 members 
Mstep: Class 12 contains 58047 members 
Mstep: Class 13 contains 4804 members 
Mstep: Class 14 contains 50725 members 
Mstep: Class 15 contains 42177 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 33846 members 
Mstep: Class 18 contains 48792 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26349 members 
Mstep: Class 21 contains 2743 members 
Mstep: Class 22 contains 50686 members 
Mstep: Class 23 contains 5944 members 
Mstep: Class 24 contains 2810 members 
Mstep: Class 25 contains 52978 members 
Mstep: Class 26 contains 52401 members 
Mstep: Class 27 contains 4039 members 
Mstep: Class 28 contains 45717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107584.000000 Penalty: 93905.554688
Iteration 72Q: 29 clusters Score -1.371076e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 44658 members 
Mstep: Class 3 contains 48678 members 
Mstep: Class 4 contains 46617 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26741 members 
Mstep: Class 9 contains 1037 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 1212 members 
Mstep: Class 12 contains 57773 members 
Mstep: Class 13 contains 4867 members 
Mstep: Class 14 contains 50957 members 
Mstep: Class 15 contains 42250 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 33774 members 
Mstep: Class 18 contains 48670 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26248 members 
Mstep: Class 21 contains 2772 members 
Mstep: Class 22 contains 50681 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 2800 members 
Mstep: Class 25 contains 52401 members 
Mstep: Class 26 contains 52373 members 
Mstep: Class 27 contains 4067 members 
Mstep: Class 28 contains 45890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108144.000000 Penalty: 93905.554688
Iteration 73Q: 29 clusters Score -1.371081e+08 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 45285 members 
Mstep: Class 3 contains 48730 members 
Mstep: Class 4 contains 46558 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1271 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26706 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 57467 members 
Mstep: Class 13 contains 4932 members 
Mstep: Class 14 contains 51166 members 
Mstep: Class 15 contains 42219 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 33714 members 
Mstep: Class 18 contains 48566 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26135 members 
Mstep: Class 21 contains 2796 members 
Mstep: Class 22 contains 50663 members 
Mstep: Class 23 contains 5959 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 51898 members 
Mstep: Class 26 contains 52341 members 
Mstep: Class 27 contains 4091 members 
Mstep: Class 28 contains 46106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108608.000000 Penalty: 93905.554688
Iteration 74Q: 29 clusters Score -1.371086e+08 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 45782 members 
Mstep: Class 3 contains 48809 members 
Mstep: Class 4 contains 46510 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1273 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26705 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 44063 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 57250 members 
Mstep: Class 13 contains 4985 members 
Mstep: Class 14 contains 51353 members 
Mstep: Class 15 contains 42194 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 33660 members 
Mstep: Class 18 contains 48429 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26060 members 
Mstep: Class 21 contains 2820 members 
Mstep: Class 22 contains 50651 members 
Mstep: Class 23 contains 5956 members 
Mstep: Class 24 contains 2778 members 
Mstep: Class 25 contains 51287 members 
Mstep: Class 26 contains 52297 members 
Mstep: Class 27 contains 4122 members 
Mstep: Class 28 contains 46348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109088.000000 Penalty: 93905.554688
Iteration 75Q: 29 clusters Score -1.371091e+08 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 46180 members 
Mstep: Class 3 contains 48851 members 
Mstep: Class 4 contains 46382 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26699 members 
Mstep: Class 9 contains 1036 members 
Mstep: Class 10 contains 44047 members 
Mstep: Class 11 contains 1211 members 
Mstep: Class 12 contains 57112 members 
Mstep: Class 13 contains 5023 members 
Mstep: Class 14 contains 51509 members 
Mstep: Class 15 contains 42226 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 33620 members 
Mstep: Class 18 contains 48299 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 26007 members 
Mstep: Class 21 contains 2847 members 
Mstep: Class 22 contains 50632 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2767 members 
Mstep: Class 25 contains 50700 members 
Mstep: Class 26 contains 52228 members 
Mstep: Class 27 contains 4166 members 
Mstep: Class 28 contains 46601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110416.000000 Penalty: 93905.554688
Iteration 76Q: 29 clusters Score -1.371104e+08 nChanged 7358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 48938 members 
Mstep: Class 4 contains 46300 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26676 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44053 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 12 contains 56963 members 
Mstep: Class 13 contains 5074 members 
Mstep: Class 14 contains 51608 members 
Mstep: Class 15 contains 42276 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 33626 members 
Mstep: Class 18 contains 48166 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25966 members 
Mstep: Class 21 contains 2879 members 
Mstep: Class 22 contains 50630 members 
Mstep: Class 23 contains 5961 members 
Mstep: Class 24 contains 2763 members 
Mstep: Class 25 contains 50167 members 
Mstep: Class 26 contains 52113 members 
Mstep: Class 27 contains 4200 members 
Mstep: Class 28 contains 46792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110432.000000 Penalty: 93905.554688
Iteration 77Q: 29 clusters Score -1.371104e+08 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 46862 members 
Mstep: Class 3 contains 49028 members 
Mstep: Class 4 contains 46237 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44051 members 
Mstep: Class 11 contains 1209 members 
Mstep: Class 12 contains 56869 members 
Mstep: Class 13 contains 5121 members 
Mstep: Class 14 contains 51613 members 
Mstep: Class 15 contains 42384 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 33689 members 
Mstep: Class 18 contains 48069 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25932 members 
Mstep: Class 21 contains 2932 members 
Mstep: Class 22 contains 50623 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 49645 members 
Mstep: Class 26 contains 52012 members 
Mstep: Class 27 contains 4232 members 
Mstep: Class 28 contains 46969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110432.000000 Penalty: 93905.554688
Iteration 78Q: 29 clusters Score -1.371104e+08 nChanged 6815
Entering ConstructFrom: 
Score: -137110432.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (47775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Entering Unmasked Estep 
Score: -8924582.000000 Penalty: 2672.015869
	Iteration 0F: 2 clusters Score -8924582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -8893608.000000 Penalty: 5344.031738
	Iteration 0F: 3 clusters Score -8893608 nChanged 22046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8906176.000000 Penalty: 5344.031738
	Iteration 1F: 3 clusters Score -8906176 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8907272.000000 Penalty: 5344.031738
	Iteration 2Q: 3 clusters Score -8907272 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8908585.000000 Penalty: 5344.031738
	Iteration 3F: 3 clusters Score -8908585 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8910128.000000 Penalty: 5344.031738
	Iteration 4F: 3 clusters Score -8910128 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8911880.000000 Penalty: 5344.031738
	Iteration 5F: 3 clusters Score -8911880 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -8914182.000000 Penalty: 5344.031738
	Iteration 6F: 3 clusters Score -8914182 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -8916677.000000 Penalty: 5344.031738
	Iteration 7F: 3 clusters Score -8916677 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -8918820.000000 Penalty: 5344.031738
	Iteration 8F: 3 clusters Score -8918820 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8920080.000000 Penalty: 5344.031738
	Iteration 9Q: 3 clusters Score -8920080 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -8920680.000000 Penalty: 5344.031738
	Iteration 10Q: 3 clusters Score -8920680 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -8921067.000000 Penalty: 5344.031738
	Iteration 11Q: 3 clusters Score -8921067 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -8921390.000000 Penalty: 5344.031738
	Iteration 12Q: 3 clusters Score -8921390 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -8921646.000000 Penalty: 5344.031738
	Iteration 13Q: 3 clusters Score -8921646 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8921841.000000 Penalty: 5344.031738
	Iteration 14Q: 3 clusters Score -8921841 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -8922021.000000 Penalty: 5344.031738
	Iteration 15Q: 3 clusters Score -8922021 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -8922135.000000 Penalty: 5344.031738
	Iteration 16Q: 3 clusters Score -8922135 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -8922290.000000 Penalty: 5344.031738
	Iteration 17Q: 3 clusters Score -8922290 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8922404.000000 Penalty: 5344.031738
	Iteration 18Q: 3 clusters Score -8922404 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -8922516.000000 Penalty: 5344.031738
	Iteration 19Q: 3 clusters Score -8922516 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8922610.000000 Penalty: 5344.031738
	Iteration 20F: 3 clusters Score -8922610 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -8922696.000000 Penalty: 5344.031738
	Iteration 21Q: 3 clusters Score -8922696 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -8922736.000000 Penalty: 5344.031738
	Iteration 22Q: 3 clusters Score -8922736 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -8922793.000000 Penalty: 5344.031738
	Iteration 23Q: 3 clusters Score -8922793 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -8922871.000000 Penalty: 5344.031738
	Iteration 24Q: 3 clusters Score -8922871 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 37961 members 
Entering Unmasked Estep 
Score: -8922945.000000 Penalty: 5344.031738
	Iteration 25Q: 3 clusters Score -8922945 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -8923012.000000 Penalty: 5344.031738
	Iteration 26Q: 3 clusters Score -8923012 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -8923091.000000 Penalty: 5344.031738
	Iteration 27Q: 3 clusters Score -8923091 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -8923141.000000 Penalty: 5344.031738
	Iteration 28Q: 3 clusters Score -8923141 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -8923201.000000 Penalty: 5344.031738
	Iteration 29Q: 3 clusters Score -8923201 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -8923257.000000 Penalty: 5344.031738
	Iteration 30Q: 3 clusters Score -8923257 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8923333.000000 Penalty: 5344.031738
	Iteration 31Q: 3 clusters Score -8923333 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -8923391.000000 Penalty: 5344.031738
	Iteration 32Q: 3 clusters Score -8923391 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8923497.000000 Penalty: 5344.031738
	Iteration 33Q: 3 clusters Score -8923497 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -8923516.000000 Penalty: 5344.031738
	Iteration 34Q: 3 clusters Score -8923516 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -8923566.000000 Penalty: 5344.031738
	Iteration 35Q: 3 clusters Score -8923566 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8923591.000000 Penalty: 5344.031738
	Iteration 36Q: 3 clusters Score -8923591 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8923619.000000 Penalty: 5344.031738
	Iteration 37Q: 3 clusters Score -8923619 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8923621.000000 Penalty: 5344.031738
	Iteration 38Q: 3 clusters Score -8923621 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8923651.000000 Penalty: 5344.031738
	Iteration 39Q: 3 clusters Score -8923651 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8923647.000000 Penalty: 5344.031738
	Iteration 40F: 3 clusters Score -8923647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8923666.000000 Penalty: 5344.031738
	Iteration 41Q: 3 clusters Score -8923666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8923661.000000 Penalty: 5344.031738
	Iteration 42Q: 3 clusters Score -8923661 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8923690.000000 Penalty: 5344.031738
	Iteration 43Q: 3 clusters Score -8923690 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8923715.000000 Penalty: 5344.031738
	Iteration 44Q: 3 clusters Score -8923715 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8923717.000000 Penalty: 5344.031738
	Iteration 45Q: 3 clusters Score -8923717 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8923700.000000 Penalty: 5344.031738
	Iteration 46Q: 3 clusters Score -8923700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8923721.000000 Penalty: 5344.031738
	Iteration 47Q: 3 clusters Score -8923721 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8923727.000000 Penalty: 5344.031738
	Iteration 48Q: 3 clusters Score -8923727 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8923711.000000 Penalty: 5344.031738
	Iteration 49Q: 3 clusters Score -8923711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8923732.000000 Penalty: 5344.031738
	Iteration 50Q: 3 clusters Score -8923732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8923729.000000 Penalty: 5344.031738
	Iteration 51Q: 3 clusters Score -8923729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8923723.000000 Penalty: 5344.031738
	Iteration 52Q: 3 clusters Score -8923723 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -8923719.000000 Penalty: 5344.031738
	Iteration 53Q: 3 clusters Score -8923719 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8923710.000000 Penalty: 5344.031738
	Iteration 54Q: 3 clusters Score -8923710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -8923703.000000 Penalty: 5344.031738
	Iteration 55Q: 3 clusters Score -8923703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8923700.000000 Penalty: 5344.031738
	Iteration 56Q: 3 clusters Score -8923700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8923699.000000 Penalty: 5344.031738
	Iteration 57Q: 3 clusters Score -8923699 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8923691.000000 Penalty: 5344.031738
	Iteration 58Q: 3 clusters Score -8923691 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8923697.000000 Penalty: 5344.031738
	Iteration 59Q: 3 clusters Score -8923697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 44890 members 
Entering Unmasked Estep 
Score: -8923702.000000 Penalty: 5344.031738
	Iteration 60F: 3 clusters Score -8923702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8923689.000000 Penalty: 5344.031738
	Iteration 61Q: 3 clusters Score -8923689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8923677.000000 Penalty: 5344.031738
	Iteration 62Q: 3 clusters Score -8923677 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8923670.000000 Penalty: 5344.031738
	Iteration 63Q: 3 clusters Score -8923670 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -8923658.000000 Penalty: 5344.031738
	Iteration 64Q: 3 clusters Score -8923658 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8923639.000000 Penalty: 5344.031738
	Iteration 65Q: 3 clusters Score -8923639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8923634.000000 Penalty: 5344.031738
	Iteration 66Q: 3 clusters Score -8923634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -8923628.000000 Penalty: 5344.031738
	Iteration 67Q: 3 clusters Score -8923628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8923621.000000 Penalty: 5344.031738
	Iteration 68Q: 3 clusters Score -8923621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8923620.000000 Penalty: 5344.031738
	Iteration 69Q: 3 clusters Score -8923620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8923607.000000 Penalty: 5344.031738
	Iteration 70Q: 3 clusters Score -8923607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8923594.000000 Penalty: 5344.031738
	Iteration 71Q: 3 clusters Score -8923594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8923592.000000 Penalty: 5344.031738
	Iteration 72Q: 3 clusters Score -8923592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8923576.000000 Penalty: 5344.031738
	Iteration 73Q: 3 clusters Score -8923576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8923565.000000 Penalty: 5344.031738
	Iteration 74Q: 3 clusters Score -8923565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8923572.000000 Penalty: 5344.031738
	Iteration 75Q: 3 clusters Score -8923572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8923569.000000 Penalty: 5344.031738
	Iteration 76Q: 3 clusters Score -8923569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8923569.000000 Penalty: 5344.031738
	Iteration 77Q: 3 clusters Score -8923569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5344.031738
	Iteration 78Q: 3 clusters Score -8923551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -8923539.000000 Penalty: 5344.031738
	Iteration 79Q: 3 clusters Score -8923539 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -8923533.000000 Penalty: 5344.031738
	Iteration 80F: 3 clusters Score -8923533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8923535.000000 Penalty: 5344.031738
	Iteration 81Q: 3 clusters Score -8923535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8923548.000000 Penalty: 5344.031738
	Iteration 82Q: 3 clusters Score -8923548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8923533.000000 Penalty: 5344.031738
	Iteration 83Q: 3 clusters Score -8923533 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -8923547.000000 Penalty: 5344.031738
	Iteration 84Q: 3 clusters Score -8923547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -8923532.000000 Penalty: 5344.031738
	Iteration 85Q: 3 clusters Score -8923532 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8923554.000000 Penalty: 5344.031738
	Iteration 86Q: 3 clusters Score -8923554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8923555.000000 Penalty: 5344.031738
	Iteration 87Q: 3 clusters Score -8923555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 46031 members 
Entering Unmasked Estep 
Score: -8923560.000000 Penalty: 5344.031738
	Iteration 88Q: 3 clusters Score -8923560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8923546.000000 Penalty: 5344.031738
	Iteration 89Q: 3 clusters Score -8923546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -8923531.000000 Penalty: 5344.031738
	Iteration 90Q: 3 clusters Score -8923531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8923534.000000 Penalty: 5344.031738
	Iteration 91Q: 3 clusters Score -8923534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8923523.000000 Penalty: 5344.031738
	Iteration 92Q: 3 clusters Score -8923523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -8923516.000000 Penalty: 5344.031738
	Iteration 93Q: 3 clusters Score -8923516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -8923513.000000 Penalty: 5344.031738
	Iteration 94Q: 3 clusters Score -8923513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -8923516.000000 Penalty: 5344.031738
	Iteration 95Q: 3 clusters Score -8923516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8923519.000000 Penalty: 5344.031738
	Iteration 96Q: 3 clusters Score -8923519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -8923517.000000 Penalty: 5344.031738
	Iteration 97Q: 3 clusters Score -8923517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -8923521.000000 Penalty: 5344.031738
	Iteration 98Q: 3 clusters Score -8923521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -8923521.000000 Penalty: 5344.031738
	Iteration 99Q: 3 clusters Score -8923521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8923522.000000 Penalty: 5344.031738
	Iteration 100F: 3 clusters Score -8923522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46150 members 
Entering Unmasked Estep 
Score: -8923515.000000 Penalty: 5344.031738
	Iteration 101Q: 3 clusters Score -8923515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8923504.000000 Penalty: 5344.031738
	Iteration 102Q: 3 clusters Score -8923504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8923490.000000 Penalty: 5344.031738
	Iteration 103Q: 3 clusters Score -8923490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8923501.000000 Penalty: 5344.031738
	Iteration 104Q: 3 clusters Score -8923501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -8923493.000000 Penalty: 5344.031738
	Iteration 105Q: 3 clusters Score -8923493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 46184 members 
Entering Unmasked Estep 
Score: -8923499.000000 Penalty: 5344.031738
	Iteration 106Q: 3 clusters Score -8923499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -8923500.000000 Penalty: 5344.031738
	Iteration 107Q: 3 clusters Score -8923500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8923487.000000 Penalty: 5344.031738
	Iteration 108Q: 3 clusters Score -8923487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8923485.000000 Penalty: 5344.031738
	Iteration 109Q: 3 clusters Score -8923485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8923478.000000 Penalty: 5344.031738
	Iteration 110Q: 3 clusters Score -8923478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8923474.000000 Penalty: 5344.031738
	Iteration 111Q: 3 clusters Score -8923474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 46199 members 
Entering Unmasked Estep 
Score: -8923474.000000 Penalty: 5344.031738
	Iteration 112F: 3 clusters Score -8923474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Entering Unmasked Estep 
Score: -8899635.000000 Penalty: 2667.949219
	Iteration 0F: 2 clusters Score -8899635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8870548.000000 Penalty: 5335.898438
	Iteration 0F: 3 clusters Score -8870548 nChanged 21695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8882356.000000 Penalty: 5335.898438
	Iteration 1F: 3 clusters Score -8882356 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -8882846.000000 Penalty: 5335.898438
	Iteration 2Q: 3 clusters Score -8882846 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -8883365.000000 Penalty: 5335.898438
	Iteration 3Q: 3 clusters Score -8883365 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -8883953.000000 Penalty: 5335.898438
	Iteration 4Q: 3 clusters Score -8883953 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8884737.000000 Penalty: 5335.898438
	Iteration 5Q: 3 clusters Score -8884737 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -8886061.000000 Penalty: 5335.898438
	Iteration 6F: 3 clusters Score -8886061 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -8888093.000000 Penalty: 5335.898438
	Iteration 7F: 3 clusters Score -8888093 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -8890748.000000 Penalty: 5335.898438
	Iteration 8F: 3 clusters Score -8890748 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -8893460.000000 Penalty: 5335.898438
	Iteration 9F: 3 clusters Score -8893460 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8895508.000000 Penalty: 5335.898438
	Iteration 10F: 3 clusters Score -8895508 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8896583.000000 Penalty: 5335.898438
	Iteration 11Q: 3 clusters Score -8896583 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -8897037.000000 Penalty: 5335.898438
	Iteration 12Q: 3 clusters Score -8897037 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8897233.000000 Penalty: 5335.898438
	Iteration 13Q: 3 clusters Score -8897233 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46577 members 
Entering Unmasked Estep 
Score: -8897305.000000 Penalty: 5335.898438
	Iteration 14Q: 3 clusters Score -8897305 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8897347.000000 Penalty: 5335.898438
	Iteration 15Q: 3 clusters Score -8897347 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8897368.000000 Penalty: 5335.898438
	Iteration 16Q: 3 clusters Score -8897368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8897377.000000 Penalty: 5335.898438
	Iteration 17Q: 3 clusters Score -8897377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8897390.000000 Penalty: 5335.898438
	Iteration 18Q: 3 clusters Score -8897390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -8897394.000000 Penalty: 5335.898438
	Iteration 19Q: 3 clusters Score -8897394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -8897409.000000 Penalty: 5335.898438
	Iteration 20F: 3 clusters Score -8897409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -8897407.000000 Penalty: 5335.898438
	Iteration 21Q: 3 clusters Score -8897407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -8897406.000000 Penalty: 5335.898438
	Iteration 22Q: 3 clusters Score -8897406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -8897413.000000 Penalty: 5335.898438
	Iteration 23Q: 3 clusters Score -8897413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8897408.000000 Penalty: 5335.898438
	Iteration 24Q: 3 clusters Score -8897408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8897417.000000 Penalty: 5335.898438
	Iteration 25Q: 3 clusters Score -8897417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8897417.000000 Penalty: 5335.898438
	Iteration 26F: 3 clusters Score -8897417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Entering Unmasked Estep 
Score: -9267804.000000 Penalty: 2678.471680
	Iteration 0F: 2 clusters Score -9267804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -9238433.000000 Penalty: 5356.943359
	Iteration 0F: 3 clusters Score -9238433 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -9250668.000000 Penalty: 5356.943359
	Iteration 1F: 3 clusters Score -9250668 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -9251053.000000 Penalty: 5356.943359
	Iteration 2Q: 3 clusters Score -9251053 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -9251418.000000 Penalty: 5356.943359
	Iteration 3Q: 3 clusters Score -9251418 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -9251810.000000 Penalty: 5356.943359
	Iteration 4Q: 3 clusters Score -9251810 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -9252176.000000 Penalty: 5356.943359
	Iteration 5Q: 3 clusters Score -9252176 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -9252454.000000 Penalty: 5356.943359
	Iteration 6Q: 3 clusters Score -9252454 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -9252861.000000 Penalty: 5356.943359
	Iteration 7Q: 3 clusters Score -9252861 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -9253329.000000 Penalty: 5356.943359
	Iteration 8Q: 3 clusters Score -9253329 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -9254039.000000 Penalty: 5356.943359
	Iteration 9Q: 3 clusters Score -9254039 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -9255155.000000 Penalty: 5356.943359
	Iteration 10Q: 3 clusters Score -9255155 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -9256800.000000 Penalty: 5356.943359
	Iteration 11F: 3 clusters Score -9256800 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -9259028.000000 Penalty: 5356.943359
	Iteration 12F: 3 clusters Score -9259028 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -9261462.000000 Penalty: 5356.943359
	Iteration 13F: 3 clusters Score -9261462 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -9263695.000000 Penalty: 5356.943359
	Iteration 14F: 3 clusters Score -9263695 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9264762.000000 Penalty: 5356.943359
	Iteration 15Q: 3 clusters Score -9264762 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9265379.000000 Penalty: 5356.943359
	Iteration 16Q: 3 clusters Score -9265379 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47989 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9265543.000000 Penalty: 5356.943359
	Iteration 17Q: 3 clusters Score -9265543 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -9265635.000000 Penalty: 5356.943359
	Iteration 18Q: 3 clusters Score -9265635 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9265664.000000 Penalty: 5356.943359
	Iteration 19Q: 3 clusters Score -9265664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9265694.000000 Penalty: 5356.943359
	Iteration 20F: 3 clusters Score -9265694 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9265700.000000 Penalty: 5356.943359
	Iteration 21Q: 3 clusters Score -9265700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9265701.000000 Penalty: 5356.943359
	Iteration 22Q: 3 clusters Score -9265701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9265694.000000 Penalty: 5356.943359
	Iteration 23Q: 3 clusters Score -9265694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9265687.000000 Penalty: 5356.943359
	Iteration 24Q: 3 clusters Score -9265687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9265695.000000 Penalty: 5356.943359
	Iteration 25Q: 3 clusters Score -9265695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48631 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9265704.000000 Penalty: 5356.943359
	Iteration 26Q: 3 clusters Score -9265704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9265710.000000 Penalty: 5356.943359
	Iteration 27Q: 3 clusters Score -9265710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9265708.000000 Penalty: 5356.943359
	Iteration 28Q: 3 clusters Score -9265708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9265711.000000 Penalty: 5356.943359
	Iteration 29Q: 3 clusters Score -9265711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9265712.000000 Penalty: 5356.943359
	Iteration 30Q: 3 clusters Score -9265712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9265710.000000 Penalty: 5356.943359
	Iteration 31Q: 3 clusters Score -9265710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9265711.000000 Penalty: 5356.943359
	Iteration 32Q: 3 clusters Score -9265711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9265714.000000 Penalty: 5356.943359
	Iteration 33Q: 3 clusters Score -9265714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9265714.000000 Penalty: 5356.943359
	Iteration 34F: 3 clusters Score -9265714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Entering Unmasked Estep 
Score: -8583373.000000 Penalty: 2663.659180
	Iteration 0F: 2 clusters Score -8583373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8552690.000000 Penalty: 5327.318359
	Iteration 0F: 3 clusters Score -8552690 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -8564090.000000 Penalty: 5327.318359
	Iteration 1F: 3 clusters Score -8564090 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -8564835.000000 Penalty: 5327.318359
	Iteration 2Q: 3 clusters Score -8564835 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -8565829.000000 Penalty: 5327.318359
	Iteration 3Q: 3 clusters Score -8565829 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -8567229.000000 Penalty: 5327.318359
	Iteration 4F: 3 clusters Score -8567229 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 28919 members 
Entering Unmasked Estep 
Score: -8568929.000000 Penalty: 5327.318359
	Iteration 5F: 3 clusters Score -8568929 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8570958.000000 Penalty: 5327.318359
	Iteration 6F: 3 clusters Score -8570958 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8572966.000000 Penalty: 5327.318359
	Iteration 7F: 3 clusters Score -8572966 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -8574738.000000 Penalty: 5327.318359
	Iteration 8F: 3 clusters Score -8574738 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -8575999.000000 Penalty: 5327.318359
	Iteration 9Q: 3 clusters Score -8575999 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -8576784.000000 Penalty: 5327.318359
	Iteration 10Q: 3 clusters Score -8576784 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8577263.000000 Penalty: 5327.318359
	Iteration 11Q: 3 clusters Score -8577263 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -8577597.000000 Penalty: 5327.318359
	Iteration 12Q: 3 clusters Score -8577597 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -8577803.000000 Penalty: 5327.318359
	Iteration 13Q: 3 clusters Score -8577803 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8577961.000000 Penalty: 5327.318359
	Iteration 14Q: 3 clusters Score -8577961 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -8578144.000000 Penalty: 5327.318359
	Iteration 15Q: 3 clusters Score -8578144 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8578291.000000 Penalty: 5327.318359
	Iteration 16Q: 3 clusters Score -8578291 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -8578416.000000 Penalty: 5327.318359
	Iteration 17Q: 3 clusters Score -8578416 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -8578552.000000 Penalty: 5327.318359
	Iteration 18Q: 3 clusters Score -8578552 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -8578684.000000 Penalty: 5327.318359
	Iteration 19Q: 3 clusters Score -8578684 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8578804.000000 Penalty: 5327.318359
	Iteration 20F: 3 clusters Score -8578804 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -8578929.000000 Penalty: 5327.318359
	Iteration 21Q: 3 clusters Score -8578929 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8579071.000000 Penalty: 5327.318359
	Iteration 22Q: 3 clusters Score -8579071 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -8579219.000000 Penalty: 5327.318359
	Iteration 23Q: 3 clusters Score -8579219 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -8579328.000000 Penalty: 5327.318359
	Iteration 24Q: 3 clusters Score -8579328 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -8579483.000000 Penalty: 5327.318359
	Iteration 25Q: 3 clusters Score -8579483 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8579650.000000 Penalty: 5327.318359
	Iteration 26Q: 3 clusters Score -8579650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -8579790.000000 Penalty: 5327.318359
	Iteration 27Q: 3 clusters Score -8579790 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8579908.000000 Penalty: 5327.318359
	Iteration 28Q: 3 clusters Score -8579908 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -8580045.000000 Penalty: 5327.318359
	Iteration 29Q: 3 clusters Score -8580045 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -8580131.000000 Penalty: 5327.318359
	Iteration 30Q: 3 clusters Score -8580131 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8580219.000000 Penalty: 5327.318359
	Iteration 31Q: 3 clusters Score -8580219 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8580311.000000 Penalty: 5327.318359
	Iteration 32Q: 3 clusters Score -8580311 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8580377.000000 Penalty: 5327.318359
	Iteration 33Q: 3 clusters Score -8580377 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8580441.000000 Penalty: 5327.318359
	Iteration 34Q: 3 clusters Score -8580441 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8580523.000000 Penalty: 5327.318359
	Iteration 35Q: 3 clusters Score -8580523 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -8580606.000000 Penalty: 5327.318359
	Iteration 36Q: 3 clusters Score -8580606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8580680.000000 Penalty: 5327.318359
	Iteration 37Q: 3 clusters Score -8580680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8580738.000000 Penalty: 5327.318359
	Iteration 38Q: 3 clusters Score -8580738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8580776.000000 Penalty: 5327.318359
	Iteration 39Q: 3 clusters Score -8580776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8580811.000000 Penalty: 5327.318359
	Iteration 40F: 3 clusters Score -8580811 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8580833.000000 Penalty: 5327.318359
	Iteration 41Q: 3 clusters Score -8580833 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8580848.000000 Penalty: 5327.318359
	Iteration 42Q: 3 clusters Score -8580848 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8580866.000000 Penalty: 5327.318359
	Iteration 43Q: 3 clusters Score -8580866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8580894.000000 Penalty: 5327.318359
	Iteration 44Q: 3 clusters Score -8580894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8580901.000000 Penalty: 5327.318359
	Iteration 45Q: 3 clusters Score -8580901 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -8580916.000000 Penalty: 5327.318359
	Iteration 46Q: 3 clusters Score -8580916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8580950.000000 Penalty: 5327.318359
	Iteration 47Q: 3 clusters Score -8580950 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8580970.000000 Penalty: 5327.318359
	Iteration 48Q: 3 clusters Score -8580970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -8580971.000000 Penalty: 5327.318359
	Iteration 49Q: 3 clusters Score -8580971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8580988.000000 Penalty: 5327.318359
	Iteration 50Q: 3 clusters Score -8580988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8581017.000000 Penalty: 5327.318359
	Iteration 51Q: 3 clusters Score -8581017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8581021.000000 Penalty: 5327.318359
	Iteration 52Q: 3 clusters Score -8581021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8581028.000000 Penalty: 5327.318359
	Iteration 53Q: 3 clusters Score -8581028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8581026.000000 Penalty: 5327.318359
	Iteration 54Q: 3 clusters Score -8581026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8581031.000000 Penalty: 5327.318359
	Iteration 55Q: 3 clusters Score -8581031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8581023.000000 Penalty: 5327.318359
	Iteration 56Q: 3 clusters Score -8581023 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8581040.000000 Penalty: 5327.318359
	Iteration 57Q: 3 clusters Score -8581040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8581059.000000 Penalty: 5327.318359
	Iteration 58Q: 3 clusters Score -8581059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8581072.000000 Penalty: 5327.318359
	Iteration 59Q: 3 clusters Score -8581072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8581078.000000 Penalty: 5327.318359
	Iteration 60F: 3 clusters Score -8581078 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8581083.000000 Penalty: 5327.318359
	Iteration 61Q: 3 clusters Score -8581083 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8581097.000000 Penalty: 5327.318359
	Iteration 62Q: 3 clusters Score -8581097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8581112.000000 Penalty: 5327.318359
	Iteration 63Q: 3 clusters Score -8581112 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -8581125.000000 Penalty: 5327.318359
	Iteration 64Q: 3 clusters Score -8581125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8581146.000000 Penalty: 5327.318359
	Iteration 65Q: 3 clusters Score -8581146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8581156.000000 Penalty: 5327.318359
	Iteration 66Q: 3 clusters Score -8581156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8581163.000000 Penalty: 5327.318359
	Iteration 67Q: 3 clusters Score -8581163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8581156.000000 Penalty: 5327.318359
	Iteration 68Q: 3 clusters Score -8581156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8581160.000000 Penalty: 5327.318359
	Iteration 69Q: 3 clusters Score -8581160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8581165.000000 Penalty: 5327.318359
	Iteration 70Q: 3 clusters Score -8581165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8581167.000000 Penalty: 5327.318359
	Iteration 71Q: 3 clusters Score -8581167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8581161.000000 Penalty: 5327.318359
	Iteration 72Q: 3 clusters Score -8581161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8581180.000000 Penalty: 5327.318359
	Iteration 73Q: 3 clusters Score -8581180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8581175.000000 Penalty: 5327.318359
	Iteration 74Q: 3 clusters Score -8581175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8581174.000000 Penalty: 5327.318359
	Iteration 75Q: 3 clusters Score -8581174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8581175.000000 Penalty: 5327.318359
	Iteration 76Q: 3 clusters Score -8581175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8581171.000000 Penalty: 5327.318359
	Iteration 77Q: 3 clusters Score -8581171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8581162.000000 Penalty: 5327.318359
	Iteration 78Q: 3 clusters Score -8581162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8581168.000000 Penalty: 5327.318359
	Iteration 79Q: 3 clusters Score -8581168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8581183.000000 Penalty: 5327.318359
	Iteration 80F: 3 clusters Score -8581183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8581175.000000 Penalty: 5327.318359
	Iteration 81Q: 3 clusters Score -8581175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8581169.000000 Penalty: 5327.318359
	Iteration 82Q: 3 clusters Score -8581169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8581174.000000 Penalty: 5327.318359
	Iteration 83Q: 3 clusters Score -8581174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8581190.000000 Penalty: 5327.318359
	Iteration 84Q: 3 clusters Score -8581190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8581186.000000 Penalty: 5327.318359
	Iteration 85Q: 3 clusters Score -8581186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -8581183.000000 Penalty: 5327.318359
	Iteration 86Q: 3 clusters Score -8581183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8581184.000000 Penalty: 5327.318359
	Iteration 87Q: 3 clusters Score -8581184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8581184.000000 Penalty: 5327.318359
	Iteration 88Q: 3 clusters Score -8581184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8581178.000000 Penalty: 5327.318359
	Iteration 89Q: 3 clusters Score -8581178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8581176.000000 Penalty: 5327.318359
	Iteration 90Q: 3 clusters Score -8581176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8581176.000000 Penalty: 5327.318359
	Iteration 91Q: 3 clusters Score -8581176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8581183.000000 Penalty: 5327.318359
	Iteration 92Q: 3 clusters Score -8581183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8581191.000000 Penalty: 5327.318359
	Iteration 93Q: 3 clusters Score -8581191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8581175.000000 Penalty: 5327.318359
	Iteration 94Q: 3 clusters Score -8581175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8581183.000000 Penalty: 5327.318359
	Iteration 95Q: 3 clusters Score -8581183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8581191.000000 Penalty: 5327.318359
	Iteration 96Q: 3 clusters Score -8581191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8581194.000000 Penalty: 5327.318359
	Iteration 97Q: 3 clusters Score -8581194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8581190.000000 Penalty: 5327.318359
	Iteration 98Q: 3 clusters Score -8581190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8581190.000000 Penalty: 5327.318359
	Iteration 99F: 3 clusters Score -8581190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110956.304688 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110956.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -111471.257812 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111471.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -111712.921875 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111712.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -111813.656250 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111813.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111863.976562 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -111949.078125 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111949.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -112075.718750 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112075.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112159.515625 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112226.921875 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112226.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112268.429688 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112268.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112315.812500 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112315.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -112365.562500 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112365.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112442.070312 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112442.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -112508.585938 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112508.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112549.554688 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112569.593750 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112569.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112578.812500 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -112578.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112585.679688 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112595.281250 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -112595.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112600.687500 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -112600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112618.570312 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -112618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -112650.632812 Penalty: 3305.546875
	Iteration 21Q: 3 clusters Score -112650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112666.437500 Penalty: 3305.546875
	Iteration 22Q: 3 clusters Score -112666.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112671.664062 Penalty: 3305.546875
	Iteration 23Q: 3 clusters Score -112671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -112676.484375 Penalty: 3305.546875
	Iteration 24Q: 3 clusters Score -112676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112681.390625 Penalty: 3305.546875
	Iteration 25Q: 3 clusters Score -112681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112681.390625 Penalty: 3305.546875
	Iteration 26F: 3 clusters Score -112681.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 46192 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44020 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56891 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 51569 members 
Mstep: Class 15 contains 42479 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 49242 members 
Mstep: Class 26 contains 52079 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 47106 members 
Mstep: Class 29 contains 353 members 
Entering Unmasked Estep 
Score: -137109040.000000 Penalty: 97259.320312
Splitting cluster 5 changes total score from -137110432.000000 to -137109040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -225609.515625 Penalty: 1773.179321
	Iteration 0F: 2 clusters Score -225609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -223454.359375 Penalty: 3546.358643
	Iteration 0F: 3 clusters Score -223454.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -223798.031250 Penalty: 3546.358643
	Iteration 1F: 3 clusters Score -223798 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223921.093750 Penalty: 3546.358643
	Iteration 2F: 3 clusters Score -223921.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -223993.593750 Penalty: 3546.358643
	Iteration 3Q: 3 clusters Score -223993.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224031.125000 Penalty: 3546.358643
	Iteration 4Q: 3 clusters Score -224031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -224053.609375 Penalty: 3546.358643
	Iteration 5Q: 3 clusters Score -224053.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -224070.796875 Penalty: 3546.358643
	Iteration 6Q: 3 clusters Score -224070.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -224095.890625 Penalty: 3546.358643
	Iteration 7Q: 3 clusters Score -224095.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -224105.468750 Penalty: 3546.358643
	Iteration 8Q: 3 clusters Score -224105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -224109.281250 Penalty: 3546.358643
	Iteration 9Q: 3 clusters Score -224109.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -224115.546875 Penalty: 3546.358643
	Iteration 10Q: 3 clusters Score -224115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -224117.140625 Penalty: 3546.358643
	Iteration 11Q: 3 clusters Score -224117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -224117.875000 Penalty: 3546.358643
	Iteration 12Q: 3 clusters Score -224117.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -224120.328125 Penalty: 3546.358643
	Iteration 13Q: 3 clusters Score -224120.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -224123.187500 Penalty: 3546.358643
	Iteration 14Q: 3 clusters Score -224123.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -224124.562500 Penalty: 3546.358643
	Iteration 15Q: 3 clusters Score -224124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224130.546875 Penalty: 3546.358643
	Iteration 16Q: 3 clusters Score -224130.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -224137.312500 Penalty: 3546.358643
	Iteration 17Q: 3 clusters Score -224137.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -224140.343750 Penalty: 3546.358643
	Iteration 18Q: 3 clusters Score -224140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -224144.328125 Penalty: 3546.358643
	Iteration 19Q: 3 clusters Score -224144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -224146.421875 Penalty: 3546.358643
	Iteration 20F: 3 clusters Score -224146.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -88995.484375 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -88995.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87497.125000 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -87497.12 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88178.203125 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -88178.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -88471.578125 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -88471.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88590.078125 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -88590.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88641.625000 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -88641.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88663.781250 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -88663.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88678.453125 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -88678.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88691.476562 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -88691.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88697.898438 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -88697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88715.570312 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -88715.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88725.453125 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -88725.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88730.968750 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -88730.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88743.703125 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -88743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88759.867188 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -88759.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88765.265625 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -88765.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88765.265625 Penalty: 3269.470215
	Iteration 15F: 3 clusters Score -88765.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Entering Unmasked Estep 
Score: -4984636.500000 Penalty: 2527.431885
	Iteration 0F: 2 clusters Score -4984636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -4966233.500000 Penalty: 5054.863770
	Iteration 0F: 3 clusters Score -4966234 nChanged 11975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -4972620.500000 Penalty: 5054.863770
	Iteration 1F: 3 clusters Score -4972620 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4973028.000000 Penalty: 5054.863770
	Iteration 2Q: 3 clusters Score -4973028 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4973312.000000 Penalty: 5054.863770
	Iteration 3Q: 3 clusters Score -4973312 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4973555.000000 Penalty: 5054.863770
	Iteration 4Q: 3 clusters Score -4973555 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4973747.500000 Penalty: 5054.863770
	Iteration 5Q: 3 clusters Score -4973748 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4973914.000000 Penalty: 5054.863770
	Iteration 6Q: 3 clusters Score -4973914 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4974084.000000 Penalty: 5054.863770
	Iteration 7Q: 3 clusters Score -4974084 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4974249.500000 Penalty: 5054.863770
	Iteration 8Q: 3 clusters Score -4974250 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -4974460.000000 Penalty: 5054.863770
	Iteration 9Q: 3 clusters Score -4974460 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4974656.500000 Penalty: 5054.863770
	Iteration 10Q: 3 clusters Score -4974656 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -4974884.500000 Penalty: 5054.863770
	Iteration 11Q: 3 clusters Score -4974884 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4975192.000000 Penalty: 5054.863770
	Iteration 12Q: 3 clusters Score -4975192 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -4975563.000000 Penalty: 5054.863770
	Iteration 13Q: 3 clusters Score -4975563 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -4976022.000000 Penalty: 5054.863770
	Iteration 14Q: 3 clusters Score -4976022 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -4976529.500000 Penalty: 5054.863770
	Iteration 15Q: 3 clusters Score -4976530 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -4977139.000000 Penalty: 5054.863770
	Iteration 16Q: 3 clusters Score -4977139 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -4977718.000000 Penalty: 5054.863770
	Iteration 17Q: 3 clusters Score -4977718 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4978100.500000 Penalty: 5054.863770
	Iteration 18Q: 3 clusters Score -4978100 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4978278.500000 Penalty: 5054.863770
	Iteration 19Q: 3 clusters Score -4978278 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4978350.000000 Penalty: 5054.863770
	Iteration 20F: 3 clusters Score -4978350 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -4978396.000000 Penalty: 5054.863770
	Iteration 21Q: 3 clusters Score -4978396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4978423.000000 Penalty: 5054.863770
	Iteration 22Q: 3 clusters Score -4978423 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4978423.000000 Penalty: 5054.863770
	Iteration 23Q: 3 clusters Score -4978423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -4978452.500000 Penalty: 5054.863770
	Iteration 24Q: 3 clusters Score -4978452 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4978478.500000 Penalty: 5054.863770
	Iteration 25Q: 3 clusters Score -4978478 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4978502.000000 Penalty: 5054.863770
	Iteration 26Q: 3 clusters Score -4978502 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -4978511.500000 Penalty: 5054.863770
	Iteration 27Q: 3 clusters Score -4978512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4978520.500000 Penalty: 5054.863770
	Iteration 28Q: 3 clusters Score -4978520 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -4978529.500000 Penalty: 5054.863770
	Iteration 29Q: 3 clusters Score -4978530 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -4978548.500000 Penalty: 5054.863770
	Iteration 30Q: 3 clusters Score -4978548 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -4978565.000000 Penalty: 5054.863770
	Iteration 31Q: 3 clusters Score -4978565 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4978565.000000 Penalty: 5054.863770
	Iteration 32Q: 3 clusters Score -4978565 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4978580.500000 Penalty: 5054.863770
	Iteration 33Q: 3 clusters Score -4978580 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -4978591.500000 Penalty: 5054.863770
	Iteration 34Q: 3 clusters Score -4978592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -4978586.500000 Penalty: 5054.863770
	Iteration 35Q: 3 clusters Score -4978586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -4978590.500000 Penalty: 5054.863770
	Iteration 36Q: 3 clusters Score -4978590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -4978602.000000 Penalty: 5054.863770
	Iteration 37Q: 3 clusters Score -4978602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -4978602.500000 Penalty: 5054.863770
	Iteration 38Q: 3 clusters Score -4978602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -4978614.500000 Penalty: 5054.863770
	Iteration 39Q: 3 clusters Score -4978614 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -4978613.000000 Penalty: 5054.863770
	Iteration 40F: 3 clusters Score -4978613 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4978610.500000 Penalty: 5054.863770
	Iteration 41Q: 3 clusters Score -4978610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -4978630.000000 Penalty: 5054.863770
	Iteration 42Q: 3 clusters Score -4978630 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -4978643.500000 Penalty: 5054.863770
	Iteration 43Q: 3 clusters Score -4978644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4978647.500000 Penalty: 5054.863770
	Iteration 44Q: 3 clusters Score -4978648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -4978639.000000 Penalty: 5054.863770
	Iteration 45Q: 3 clusters Score -4978639 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -4978633.000000 Penalty: 5054.863770
	Iteration 46Q: 3 clusters Score -4978633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4978644.500000 Penalty: 5054.863770
	Iteration 47Q: 3 clusters Score -4978644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -4978650.000000 Penalty: 5054.863770
	Iteration 48Q: 3 clusters Score -4978650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4978652.000000 Penalty: 5054.863770
	Iteration 49Q: 3 clusters Score -4978652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -4978665.500000 Penalty: 5054.863770
	Iteration 50Q: 3 clusters Score -4978666 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -4978668.500000 Penalty: 5054.863770
	Iteration 51Q: 3 clusters Score -4978668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4978674.000000 Penalty: 5054.863770
	Iteration 52Q: 3 clusters Score -4978674 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4978688.500000 Penalty: 5054.863770
	Iteration 53Q: 3 clusters Score -4978688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4978685.500000 Penalty: 5054.863770
	Iteration 54Q: 3 clusters Score -4978686 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -4978699.500000 Penalty: 5054.863770
	Iteration 55Q: 3 clusters Score -4978700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4978703.000000 Penalty: 5054.863770
	Iteration 56Q: 3 clusters Score -4978703 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -4978717.500000 Penalty: 5054.863770
	Iteration 57Q: 3 clusters Score -4978718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -4978723.500000 Penalty: 5054.863770
	Iteration 58Q: 3 clusters Score -4978724 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -4978727.500000 Penalty: 5054.863770
	Iteration 59Q: 3 clusters Score -4978728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4978737.500000 Penalty: 5054.863770
	Iteration 60F: 3 clusters Score -4978738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4978755.500000 Penalty: 5054.863770
	Iteration 61Q: 3 clusters Score -4978756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -4978771.000000 Penalty: 5054.863770
	Iteration 62Q: 3 clusters Score -4978771 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -4978769.500000 Penalty: 5054.863770
	Iteration 63Q: 3 clusters Score -4978770 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4978778.000000 Penalty: 5054.863770
	Iteration 64Q: 3 clusters Score -4978778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4978785.000000 Penalty: 5054.863770
	Iteration 65Q: 3 clusters Score -4978785 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4978795.000000 Penalty: 5054.863770
	Iteration 66Q: 3 clusters Score -4978795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4978807.000000 Penalty: 5054.863770
	Iteration 67Q: 3 clusters Score -4978807 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -4978805.000000 Penalty: 5054.863770
	Iteration 68Q: 3 clusters Score -4978805 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -4978811.000000 Penalty: 5054.863770
	Iteration 69Q: 3 clusters Score -4978811 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4978847.500000 Penalty: 5054.863770
	Iteration 70Q: 3 clusters Score -4978848 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -4978881.000000 Penalty: 5054.863770
	Iteration 71Q: 3 clusters Score -4978881 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4978927.000000 Penalty: 5054.863770
	Iteration 72Q: 3 clusters Score -4978927 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -4978943.500000 Penalty: 5054.863770
	Iteration 73Q: 3 clusters Score -4978944 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -4978969.000000 Penalty: 5054.863770
	Iteration 74Q: 3 clusters Score -4978969 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -4978980.000000 Penalty: 5054.863770
	Iteration 75Q: 3 clusters Score -4978980 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4978993.000000 Penalty: 5054.863770
	Iteration 76Q: 3 clusters Score -4978993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -4979022.500000 Penalty: 5054.863770
	Iteration 77Q: 3 clusters Score -4979022 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4979045.500000 Penalty: 5054.863770
	Iteration 78Q: 3 clusters Score -4979046 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4979047.500000 Penalty: 5054.863770
	Iteration 79Q: 3 clusters Score -4979048 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4979082.500000 Penalty: 5054.863770
	Iteration 80F: 3 clusters Score -4979082 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4979116.500000 Penalty: 5054.863770
	Iteration 81Q: 3 clusters Score -4979116 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4979144.500000 Penalty: 5054.863770
	Iteration 82Q: 3 clusters Score -4979144 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4979178.000000 Penalty: 5054.863770
	Iteration 83Q: 3 clusters Score -4979178 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -4979237.500000 Penalty: 5054.863770
	Iteration 84Q: 3 clusters Score -4979238 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -4979279.000000 Penalty: 5054.863770
	Iteration 85Q: 3 clusters Score -4979279 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4979348.000000 Penalty: 5054.863770
	Iteration 86Q: 3 clusters Score -4979348 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -4979410.000000 Penalty: 5054.863770
	Iteration 87Q: 3 clusters Score -4979410 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4979485.000000 Penalty: 5054.863770
	Iteration 88Q: 3 clusters Score -4979485 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4979572.000000 Penalty: 5054.863770
	Iteration 89Q: 3 clusters Score -4979572 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -4979644.000000 Penalty: 5054.863770
	Iteration 90Q: 3 clusters Score -4979644 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4979750.500000 Penalty: 5054.863770
	Iteration 91Q: 3 clusters Score -4979750 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -4979885.500000 Penalty: 5054.863770
	Iteration 92Q: 3 clusters Score -4979886 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4980053.000000 Penalty: 5054.863770
	Iteration 93Q: 3 clusters Score -4980053 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4980257.500000 Penalty: 5054.863770
	Iteration 94Q: 3 clusters Score -4980258 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4980514.500000 Penalty: 5054.863770
	Iteration 95Q: 3 clusters Score -4980514 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4980736.000000 Penalty: 5054.863770
	Iteration 96Q: 3 clusters Score -4980736 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -4980974.500000 Penalty: 5054.863770
	Iteration 97Q: 3 clusters Score -4980974 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4981192.000000 Penalty: 5054.863770
	Iteration 98Q: 3 clusters Score -4981192 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -4981351.000000 Penalty: 5054.863770
	Iteration 99Q: 3 clusters Score -4981351 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -4981518.500000 Penalty: 5054.863770
	Iteration 100F: 3 clusters Score -4981518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -4981655.000000 Penalty: 5054.863770
	Iteration 101Q: 3 clusters Score -4981655 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4981760.500000 Penalty: 5054.863770
	Iteration 102Q: 3 clusters Score -4981760 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4981911.500000 Penalty: 5054.863770
	Iteration 103Q: 3 clusters Score -4981912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4982028.500000 Penalty: 5054.863770
	Iteration 104Q: 3 clusters Score -4982028 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4982114.500000 Penalty: 5054.863770
	Iteration 105Q: 3 clusters Score -4982114 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -4982190.000000 Penalty: 5054.863770
	Iteration 106Q: 3 clusters Score -4982190 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4982274.000000 Penalty: 5054.863770
	Iteration 107Q: 3 clusters Score -4982274 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4982322.500000 Penalty: 5054.863770
	Iteration 108Q: 3 clusters Score -4982322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -4982351.000000 Penalty: 5054.863770
	Iteration 109Q: 3 clusters Score -4982351 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -4982368.000000 Penalty: 5054.863770
	Iteration 110Q: 3 clusters Score -4982368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4982412.000000 Penalty: 5054.863770
	Iteration 111Q: 3 clusters Score -4982412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -4982430.500000 Penalty: 5054.863770
	Iteration 112Q: 3 clusters Score -4982430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -4982433.000000 Penalty: 5054.863770
	Iteration 113Q: 3 clusters Score -4982433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4982439.500000 Penalty: 5054.863770
	Iteration 114Q: 3 clusters Score -4982440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4982448.000000 Penalty: 5054.863770
	Iteration 115Q: 3 clusters Score -4982448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4982458.500000 Penalty: 5054.863770
	Iteration 116Q: 3 clusters Score -4982458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4982481.000000 Penalty: 5054.863770
	Iteration 117Q: 3 clusters Score -4982481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -4982493.500000 Penalty: 5054.863770
	Iteration 118Q: 3 clusters Score -4982494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4982496.000000 Penalty: 5054.863770
	Iteration 119Q: 3 clusters Score -4982496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4982504.500000 Penalty: 5054.863770
	Iteration 120F: 3 clusters Score -4982504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4982508.000000 Penalty: 5054.863770
	Iteration 121Q: 3 clusters Score -4982508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4982514.000000 Penalty: 5054.863770
	Iteration 122Q: 3 clusters Score -4982514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4982513.000000 Penalty: 5054.863770
	Iteration 123Q: 3 clusters Score -4982513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4982515.500000 Penalty: 5054.863770
	Iteration 124Q: 3 clusters Score -4982516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -4982515.500000 Penalty: 5054.863770
	Iteration 125F: 3 clusters Score -4982516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -165408.640625 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -165408.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163489.843750 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -163489.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164025.765625 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -164025.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164358.203125 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -164358.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -164558.328125 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -164558.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -164689.984375 Penalty: 3443.309814
	Iteration 4Q: 3 clusters Score -164690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -164783.671875 Penalty: 3443.309814
	Iteration 5Q: 3 clusters Score -164783.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -164855.203125 Penalty: 3443.309814
	Iteration 6Q: 3 clusters Score -164855.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -164910.031250 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -164910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -164927.781250 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -164927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -164946.015625 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -164946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -164961.750000 Penalty: 3443.309814
	Iteration 10Q: 3 clusters Score -164961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -164967.984375 Penalty: 3443.309814
	Iteration 11Q: 3 clusters Score -164968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -164984.234375 Penalty: 3443.309814
	Iteration 12Q: 3 clusters Score -164984.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -165005.218750 Penalty: 3443.309814
	Iteration 13Q: 3 clusters Score -165005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -165018.109375 Penalty: 3443.309814
	Iteration 14Q: 3 clusters Score -165018.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -165025.453125 Penalty: 3443.309814
	Iteration 15Q: 3 clusters Score -165025.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165031.953125 Penalty: 3443.309814
	Iteration 16Q: 3 clusters Score -165032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -165035.234375 Penalty: 3443.309814
	Iteration 17Q: 3 clusters Score -165035.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -165035.234375 Penalty: 3443.309814
	Iteration 18F: 3 clusters Score -165035.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Entering Unmasked Estep 
Score: -8187620.500000 Penalty: 2651.714844
	Iteration 0F: 2 clusters Score -8187620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8158244.000000 Penalty: 5303.429688
	Iteration 0F: 3 clusters Score -8158244 nChanged 20137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -8169335.000000 Penalty: 5303.429688
	Iteration 1F: 3 clusters Score -8169335 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8170068.000000 Penalty: 5303.429688
	Iteration 2Q: 3 clusters Score -8170068 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8170971.000000 Penalty: 5303.429688
	Iteration 3Q: 3 clusters Score -8170971 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -8172186.500000 Penalty: 5303.429688
	Iteration 4F: 3 clusters Score -8172186 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -8173781.000000 Penalty: 5303.429688
	Iteration 5F: 3 clusters Score -8173781 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8175907.000000 Penalty: 5303.429688
	Iteration 6F: 3 clusters Score -8175907 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -8178438.000000 Penalty: 5303.429688
	Iteration 7F: 3 clusters Score -8178438 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -8181070.500000 Penalty: 5303.429688
	Iteration 8F: 3 clusters Score -8181070 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -8183181.500000 Penalty: 5303.429688
	Iteration 9Q: 3 clusters Score -8183182 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -8184437.000000 Penalty: 5303.429688
	Iteration 10Q: 3 clusters Score -8184437 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -8184975.000000 Penalty: 5303.429688
	Iteration 11Q: 3 clusters Score -8184975 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -8185265.000000 Penalty: 5303.429688
	Iteration 12Q: 3 clusters Score -8185265 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -8185407.000000 Penalty: 5303.429688
	Iteration 13Q: 3 clusters Score -8185407 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -8185562.500000 Penalty: 5303.429688
	Iteration 14Q: 3 clusters Score -8185562 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -8185626.000000 Penalty: 5303.429688
	Iteration 15Q: 3 clusters Score -8185626 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -8185681.500000 Penalty: 5303.429688
	Iteration 16Q: 3 clusters Score -8185682 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -8185739.500000 Penalty: 5303.429688
	Iteration 17Q: 3 clusters Score -8185740 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8185769.000000 Penalty: 5303.429688
	Iteration 18Q: 3 clusters Score -8185769 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8185765.000000 Penalty: 5303.429688
	Iteration 19Q: 3 clusters Score -8185765 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8185797.000000 Penalty: 5303.429688
	Iteration 20F: 3 clusters Score -8185797 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -8185838.500000 Penalty: 5303.429688
	Iteration 21Q: 3 clusters Score -8185838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8185844.000000 Penalty: 5303.429688
	Iteration 22Q: 3 clusters Score -8185844 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -8185878.500000 Penalty: 5303.429688
	Iteration 23Q: 3 clusters Score -8185878 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -8185901.000000 Penalty: 5303.429688
	Iteration 24Q: 3 clusters Score -8185901 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -8185945.000000 Penalty: 5303.429688
	Iteration 25Q: 3 clusters Score -8185945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8185947.500000 Penalty: 5303.429688
	Iteration 26Q: 3 clusters Score -8185948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -8185966.000000 Penalty: 5303.429688
	Iteration 27Q: 3 clusters Score -8185966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -8185969.500000 Penalty: 5303.429688
	Iteration 28Q: 3 clusters Score -8185970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -8185986.000000 Penalty: 5303.429688
	Iteration 29Q: 3 clusters Score -8185986 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -8185998.000000 Penalty: 5303.429688
	Iteration 30Q: 3 clusters Score -8185998 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -8186024.500000 Penalty: 5303.429688
	Iteration 31Q: 3 clusters Score -8186024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8186028.500000 Penalty: 5303.429688
	Iteration 32Q: 3 clusters Score -8186028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8186048.500000 Penalty: 5303.429688
	Iteration 33Q: 3 clusters Score -8186048 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -8186054.500000 Penalty: 5303.429688
	Iteration 34Q: 3 clusters Score -8186054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8186057.500000 Penalty: 5303.429688
	Iteration 35Q: 3 clusters Score -8186058 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8186071.000000 Penalty: 5303.429688
	Iteration 36Q: 3 clusters Score -8186071 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8186055.500000 Penalty: 5303.429688
	Iteration 37Q: 3 clusters Score -8186056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -8186058.500000 Penalty: 5303.429688
	Iteration 38Q: 3 clusters Score -8186058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8186057.500000 Penalty: 5303.429688
	Iteration 39Q: 3 clusters Score -8186058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -8186041.000000 Penalty: 5303.429688
	Iteration 40F: 3 clusters Score -8186041 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8186049.500000 Penalty: 5303.429688
	Iteration 41Q: 3 clusters Score -8186050 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -8186053.500000 Penalty: 5303.429688
	Iteration 42Q: 3 clusters Score -8186054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8186059.500000 Penalty: 5303.429688
	Iteration 43Q: 3 clusters Score -8186060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -8186052.500000 Penalty: 5303.429688
	Iteration 44Q: 3 clusters Score -8186052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -8186070.000000 Penalty: 5303.429688
	Iteration 45Q: 3 clusters Score -8186070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8186067.000000 Penalty: 5303.429688
	Iteration 46Q: 3 clusters Score -8186067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8186074.000000 Penalty: 5303.429688
	Iteration 47Q: 3 clusters Score -8186074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8186074.000000 Penalty: 5303.429688
	Iteration 48Q: 3 clusters Score -8186074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -8186092.000000 Penalty: 5303.429688
	Iteration 49Q: 3 clusters Score -8186092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8186082.500000 Penalty: 5303.429688
	Iteration 50Q: 3 clusters Score -8186082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8186087.000000 Penalty: 5303.429688
	Iteration 51Q: 3 clusters Score -8186087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8186088.000000 Penalty: 5303.429688
	Iteration 52Q: 3 clusters Score -8186088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8186086.500000 Penalty: 5303.429688
	Iteration 53Q: 3 clusters Score -8186086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8186076.500000 Penalty: 5303.429688
	Iteration 54Q: 3 clusters Score -8186076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8186076.000000 Penalty: 5303.429688
	Iteration 55Q: 3 clusters Score -8186076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8186078.500000 Penalty: 5303.429688
	Iteration 56Q: 3 clusters Score -8186078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8186075.500000 Penalty: 5303.429688
	Iteration 57Q: 3 clusters Score -8186076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -8186081.000000 Penalty: 5303.429688
	Iteration 58Q: 3 clusters Score -8186081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8186072.500000 Penalty: 5303.429688
	Iteration 59Q: 3 clusters Score -8186072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8186080.000000 Penalty: 5303.429688
	Iteration 60F: 3 clusters Score -8186080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8186078.500000 Penalty: 5303.429688
	Iteration 61Q: 3 clusters Score -8186078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8186079.500000 Penalty: 5303.429688
	Iteration 62Q: 3 clusters Score -8186080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8186076.000000 Penalty: 5303.429688
	Iteration 63Q: 3 clusters Score -8186076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8186077.000000 Penalty: 5303.429688
	Iteration 64Q: 3 clusters Score -8186077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8186077.000000 Penalty: 5303.429688
	Iteration 65Q: 3 clusters Score -8186077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8186077.500000 Penalty: 5303.429688
	Iteration 66Q: 3 clusters Score -8186078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8186078.500000 Penalty: 5303.429688
	Iteration 67Q: 3 clusters Score -8186078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -8186078.500000 Penalty: 5303.429688
	Iteration 68F: 3 clusters Score -8186078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -206304.562500 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -206304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204216.578125 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -204216.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204507.781250 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -204507.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204614.640625 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -204614.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204681.875000 Penalty: 3519.563232
	Iteration 3Q: 3 clusters Score -204681.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204726.968750 Penalty: 3519.563232
	Iteration 4Q: 3 clusters Score -204727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204759.937500 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -204759.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204789.421875 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -204789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204804.281250 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -204804.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -204816.281250 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -204816.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204826.562500 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -204826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204836.687500 Penalty: 3519.563232
	Iteration 10Q: 3 clusters Score -204836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204841.609375 Penalty: 3519.563232
	Iteration 11Q: 3 clusters Score -204841.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204844.031250 Penalty: 3519.563232
	Iteration 12Q: 3 clusters Score -204844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -204845.937500 Penalty: 3519.563232
	Iteration 13Q: 3 clusters Score -204845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -204848.156250 Penalty: 3519.563232
	Iteration 14Q: 3 clusters Score -204848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -204850.531250 Penalty: 3519.563232
	Iteration 15Q: 3 clusters Score -204850.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204854.468750 Penalty: 3519.563232
	Iteration 16Q: 3 clusters Score -204854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -204859.578125 Penalty: 3519.563232
	Iteration 17Q: 3 clusters Score -204859.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -204866.750000 Penalty: 3519.563232
	Iteration 18Q: 3 clusters Score -204866.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -204867.875000 Penalty: 3519.563232
	Iteration 19Q: 3 clusters Score -204867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -204868.500000 Penalty: 3519.563232
	Iteration 20F: 3 clusters Score -204868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56891 members 
Entering Unmasked Estep 
Score: -10687869.000000 Penalty: 2715.325439
	Iteration 0F: 2 clusters Score -1.068787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -10657102.000000 Penalty: 5430.650879
	Iteration 0F: 3 clusters Score -1.06571e+07 nChanged 26355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -10671865.000000 Penalty: 5430.650879
	Iteration 1F: 3 clusters Score -1.067186e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -10672569.000000 Penalty: 5430.650879
	Iteration 2Q: 3 clusters Score -1.067257e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -10673529.000000 Penalty: 5430.650879
	Iteration 3Q: 3 clusters Score -1.067353e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -10674988.000000 Penalty: 5430.650879
	Iteration 4F: 3 clusters Score -1.067499e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -10677082.000000 Penalty: 5430.650879
	Iteration 5F: 3 clusters Score -1.067708e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -10679605.000000 Penalty: 5430.650879
	Iteration 6F: 3 clusters Score -1.06796e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -10681929.000000 Penalty: 5430.650879
	Iteration 7F: 3 clusters Score -1.068193e+07 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -10683866.000000 Penalty: 5430.650879
	Iteration 8F: 3 clusters Score -1.068387e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -10684664.000000 Penalty: 5430.650879
	Iteration 9Q: 3 clusters Score -1.068466e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -10685039.000000 Penalty: 5430.650879
	Iteration 10Q: 3 clusters Score -1.068504e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 56194 members 
Entering Unmasked Estep 
Score: -10685260.000000 Penalty: 5430.650879
	Iteration 11Q: 3 clusters Score -1.068526e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56357 members 
Entering Unmasked Estep 
Score: -10685431.000000 Penalty: 5430.650879
	Iteration 12Q: 3 clusters Score -1.068543e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -10685470.000000 Penalty: 5430.650879
	Iteration 13Q: 3 clusters Score -1.068547e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 56475 members 
Entering Unmasked Estep 
Score: -10685518.000000 Penalty: 5430.650879
	Iteration 14Q: 3 clusters Score -1.068552e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56512 members 
Entering Unmasked Estep 
Score: -10685541.000000 Penalty: 5430.650879
	Iteration 15Q: 3 clusters Score -1.068554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -10685562.000000 Penalty: 5430.650879
	Iteration 16Q: 3 clusters Score -1.068556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -10685563.000000 Penalty: 5430.650879
	Iteration 17Q: 3 clusters Score -1.068556e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -10685574.000000 Penalty: 5430.650879
	Iteration 18Q: 3 clusters Score -1.068557e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56547 members 
Entering Unmasked Estep 
Score: -10685581.000000 Penalty: 5430.650879
	Iteration 19Q: 3 clusters Score -1.068558e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -10685582.000000 Penalty: 5430.650879
	Iteration 20F: 3 clusters Score -1.068558e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -952426.250000 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -952426.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -947799.437500 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -947799.4 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -948882.562500 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -948882.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -949094.500000 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -949094.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -949218.937500 Penalty: 4240.535645
	Iteration 3Q: 3 clusters Score -949218.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -949299.375000 Penalty: 4240.535645
	Iteration 4Q: 3 clusters Score -949299.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -949356.562500 Penalty: 4240.535645
	Iteration 5Q: 3 clusters Score -949356.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -949404.562500 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -949404.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -949440.125000 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -949440.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -949463.250000 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -949463.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -949483.312500 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -949483.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -949500.562500 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -949500.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -949512.437500 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -949512.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -949523.187500 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -949523.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -949531.125000 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -949531.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -949540.750000 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -949540.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -949546.250000 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -949546.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -949552.125000 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -949552.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -949560.437500 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -949560.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -949566.187500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -949566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -949573.187500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -949573.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -949578.062500 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -949578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -949580.125000 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -949580.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -949586.187500 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -949586.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -949588.312500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -949588.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -949588.562500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -949588.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -949589.875000 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -949589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -949589.562500 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -949589.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -949593.187500 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -949593.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -949595.250000 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -949595.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -949597.687500 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -949597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -949598.250000 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -949598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -949599.687500 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -949599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -949600.500000 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -949600.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -949600.500000 Penalty: 4240.535645
	Iteration 33F: 3 clusters Score -949600.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (51569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Entering Unmasked Estep 
Score: -9666014.000000 Penalty: 2690.967529
	Iteration 0F: 2 clusters Score -9666014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -9634455.000000 Penalty: 5381.935059
	Iteration 0F: 3 clusters Score -9634455 nChanged 23929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -9647493.000000 Penalty: 5381.935059
	Iteration 1F: 3 clusters Score -9647493 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -9648220.000000 Penalty: 5381.935059
	Iteration 2Q: 3 clusters Score -9648220 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9648883.000000 Penalty: 5381.935059
	Iteration 3Q: 3 clusters Score -9648883 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -9649678.000000 Penalty: 5381.935059
	Iteration 4Q: 3 clusters Score -9649678 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -9650696.000000 Penalty: 5381.935059
	Iteration 5Q: 3 clusters Score -9650696 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -9652273.000000 Penalty: 5381.935059
	Iteration 6Q: 3 clusters Score -9652273 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -9654408.000000 Penalty: 5381.935059
	Iteration 7F: 3 clusters Score -9654408 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -9656834.000000 Penalty: 5381.935059
	Iteration 8F: 3 clusters Score -9656834 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -9659217.000000 Penalty: 5381.935059
	Iteration 9F: 3 clusters Score -9659217 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -9661064.000000 Penalty: 5381.935059
	Iteration 10F: 3 clusters Score -9661064 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -9662214.000000 Penalty: 5381.935059
	Iteration 11Q: 3 clusters Score -9662214 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -9662837.000000 Penalty: 5381.935059
	Iteration 12Q: 3 clusters Score -9662837 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -9663173.000000 Penalty: 5381.935059
	Iteration 13Q: 3 clusters Score -9663173 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -9663320.000000 Penalty: 5381.935059
	Iteration 14Q: 3 clusters Score -9663320 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9663463.000000 Penalty: 5381.935059
	Iteration 15Q: 3 clusters Score -9663463 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -9663593.000000 Penalty: 5381.935059
	Iteration 16Q: 3 clusters Score -9663593 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9663677.000000 Penalty: 5381.935059
	Iteration 17Q: 3 clusters Score -9663677 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9663744.000000 Penalty: 5381.935059
	Iteration 18Q: 3 clusters Score -9663744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -9663776.000000 Penalty: 5381.935059
	Iteration 19Q: 3 clusters Score -9663776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -9663791.000000 Penalty: 5381.935059
	Iteration 20F: 3 clusters Score -9663791 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9663823.000000 Penalty: 5381.935059
	Iteration 21Q: 3 clusters Score -9663823 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9663841.000000 Penalty: 5381.935059
	Iteration 22Q: 3 clusters Score -9663841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9663880.000000 Penalty: 5381.935059
	Iteration 23Q: 3 clusters Score -9663880 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9663888.000000 Penalty: 5381.935059
	Iteration 24Q: 3 clusters Score -9663888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9663916.000000 Penalty: 5381.935059
	Iteration 25Q: 3 clusters Score -9663916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9663915.000000 Penalty: 5381.935059
	Iteration 26Q: 3 clusters Score -9663915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9663914.000000 Penalty: 5381.935059
	Iteration 27Q: 3 clusters Score -9663914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9663935.000000 Penalty: 5381.935059
	Iteration 28Q: 3 clusters Score -9663935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9663950.000000 Penalty: 5381.935059
	Iteration 29Q: 3 clusters Score -9663950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9663949.000000 Penalty: 5381.935059
	Iteration 30Q: 3 clusters Score -9663949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9663947.000000 Penalty: 5381.935059
	Iteration 31Q: 3 clusters Score -9663947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9663964.000000 Penalty: 5381.935059
	Iteration 32Q: 3 clusters Score -9663964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9663974.000000 Penalty: 5381.935059
	Iteration 33Q: 3 clusters Score -9663974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9663985.000000 Penalty: 5381.935059
	Iteration 34Q: 3 clusters Score -9663985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9663983.000000 Penalty: 5381.935059
	Iteration 35Q: 3 clusters Score -9663983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50641 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9663976.000000 Penalty: 5381.935059
	Iteration 36Q: 3 clusters Score -9663976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9663970.000000 Penalty: 5381.935059
	Iteration 37Q: 3 clusters Score -9663970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9663982.000000 Penalty: 5381.935059
	Iteration 38Q: 3 clusters Score -9663982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9663986.000000 Penalty: 5381.935059
	Iteration 39Q: 3 clusters Score -9663986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9663991.000000 Penalty: 5381.935059
	Iteration 40F: 3 clusters Score -9663991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9663988.000000 Penalty: 5381.935059
	Iteration 41Q: 3 clusters Score -9663988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9663990.000000 Penalty: 5381.935059
	Iteration 42Q: 3 clusters Score -9663990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9663989.000000 Penalty: 5381.935059
	Iteration 43Q: 3 clusters Score -9663989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9663990.000000 Penalty: 5381.935059
	Iteration 44Q: 3 clusters Score -9663990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9664001.000000 Penalty: 5381.935059
	Iteration 45Q: 3 clusters Score -9664001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9663998.000000 Penalty: 5381.935059
	Iteration 46Q: 3 clusters Score -9663998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -9663996.000000 Penalty: 5381.935059
	Iteration 47Q: 3 clusters Score -9663996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9663995.000000 Penalty: 5381.935059
	Iteration 48Q: 3 clusters Score -9663995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9664006.000000 Penalty: 5381.935059
	Iteration 49Q: 3 clusters Score -9664006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9664002.000000 Penalty: 5381.935059
	Iteration 50Q: 3 clusters Score -9664002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9664011.000000 Penalty: 5381.935059
	Iteration 51Q: 3 clusters Score -9664011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9664003.000000 Penalty: 5381.935059
	Iteration 52Q: 3 clusters Score -9664003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -9664003.000000 Penalty: 5381.935059
	Iteration 53F: 3 clusters Score -9664003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Entering Unmasked Estep 
Score: -7893952.000000 Penalty: 2642.877686
	Iteration 0F: 2 clusters Score -7893952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -7865546.500000 Penalty: 5285.755371
	Iteration 0F: 3 clusters Score -7865546 nChanged 19603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -7876315.000000 Penalty: 5285.755371
	Iteration 1F: 3 clusters Score -7876315 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7877145.500000 Penalty: 5285.755371
	Iteration 2Q: 3 clusters Score -7877146 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -7878124.500000 Penalty: 5285.755371
	Iteration 3Q: 3 clusters Score -7878124 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -7879243.500000 Penalty: 5285.755371
	Iteration 4Q: 3 clusters Score -7879244 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -7880565.500000 Penalty: 5285.755371
	Iteration 5F: 3 clusters Score -7880566 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -7881951.500000 Penalty: 5285.755371
	Iteration 6F: 3 clusters Score -7881952 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -7883502.500000 Penalty: 5285.755371
	Iteration 7F: 3 clusters Score -7883502 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -7885179.000000 Penalty: 5285.755371
	Iteration 8F: 3 clusters Score -7885179 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -7886932.500000 Penalty: 5285.755371
	Iteration 9F: 3 clusters Score -7886932 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -7888474.500000 Penalty: 5285.755371
	Iteration 10Q: 3 clusters Score -7888474 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -7889651.000000 Penalty: 5285.755371
	Iteration 11Q: 3 clusters Score -7889651 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -7890451.500000 Penalty: 5285.755371
	Iteration 12Q: 3 clusters Score -7890452 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7890937.000000 Penalty: 5285.755371
	Iteration 13Q: 3 clusters Score -7890937 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7891225.500000 Penalty: 5285.755371
	Iteration 14Q: 3 clusters Score -7891226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7891383.000000 Penalty: 5285.755371
	Iteration 15Q: 3 clusters Score -7891383 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7891460.500000 Penalty: 5285.755371
	Iteration 16Q: 3 clusters Score -7891460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7891527.000000 Penalty: 5285.755371
	Iteration 17Q: 3 clusters Score -7891527 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7891580.000000 Penalty: 5285.755371
	Iteration 18Q: 3 clusters Score -7891580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7891641.000000 Penalty: 5285.755371
	Iteration 19Q: 3 clusters Score -7891641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7891678.500000 Penalty: 5285.755371
	Iteration 20F: 3 clusters Score -7891678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -7891698.500000 Penalty: 5285.755371
	Iteration 21Q: 3 clusters Score -7891698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7891712.000000 Penalty: 5285.755371
	Iteration 22Q: 3 clusters Score -7891712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7891725.000000 Penalty: 5285.755371
	Iteration 23Q: 3 clusters Score -7891725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7891732.000000 Penalty: 5285.755371
	Iteration 24Q: 3 clusters Score -7891732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7891736.000000 Penalty: 5285.755371
	Iteration 25Q: 3 clusters Score -7891736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7891751.000000 Penalty: 5285.755371
	Iteration 26Q: 3 clusters Score -7891751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7891753.000000 Penalty: 5285.755371
	Iteration 27Q: 3 clusters Score -7891753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7891761.500000 Penalty: 5285.755371
	Iteration 28Q: 3 clusters Score -7891762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7891756.500000 Penalty: 5285.755371
	Iteration 29Q: 3 clusters Score -7891756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7891756.500000 Penalty: 5285.755371
	Iteration 30F: 3 clusters Score -7891756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -295924.750000 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -295924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -293564.125000 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -293564.1 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -294209.031250 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -294209 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -294448.031250 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -294448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -294627.343750 Penalty: 3692.637207
	Iteration 3F: 3 clusters Score -294627.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -294884.562500 Penalty: 3692.637207
	Iteration 4F: 3 clusters Score -294884.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -295149.562500 Penalty: 3692.637207
	Iteration 5F: 3 clusters Score -295149.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -295311.093750 Penalty: 3692.637207
	Iteration 6F: 3 clusters Score -295311.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -295432.875000 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -295432.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -295574.531250 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -295574.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -295675.687500 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -295675.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -295744.250000 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -295744.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -295804.625000 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -295804.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -295859.093750 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -295859.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -295887.093750 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -295887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -295912.562500 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -295912.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -295944.500000 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -295944.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -296015.156250 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -296015.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -296112.375000 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -296112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -296137.500000 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -296137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -296145.781250 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -296145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -296164.375000 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -296164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -296215.843750 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -296215.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -296271.500000 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -296271.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -296339.500000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -296339.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -296520.093750 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -296520.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -296668.000000 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -296668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -296739.343750 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -296739.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -296908.687500 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -296908.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -297079.375000 Penalty: 3692.637207
	Iteration 28Q: 3 clusters Score -297079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -297107.968750 Penalty: 3692.637207
	Iteration 29Q: 3 clusters Score -297108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -297115.281250 Penalty: 3692.637207
	Iteration 30Q: 3 clusters Score -297115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -297125.187500 Penalty: 3692.637207
	Iteration 31Q: 3 clusters Score -297125.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -297126.281250 Penalty: 3692.637207
	Iteration 32Q: 3 clusters Score -297126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -297126.281250 Penalty: 3692.637207
	Iteration 33F: 3 clusters Score -297126.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 46192 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44020 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56891 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 51569 members 
Mstep: Class 15 contains 42479 members 
Mstep: Class 16 contains 1020 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 49242 members 
Mstep: Class 26 contains 52079 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 47106 members 
Mstep: Class 29 contains 691 members 
Entering Unmasked Estep 
Score: -137110448.000000 Penalty: 97259.320312
Splitting cluster 16 changes total score from -137110432.000000 to -137110448.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (33736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Entering Unmasked Estep 
Score: -6310724.500000 Penalty: 2585.727539
	Iteration 0F: 2 clusters Score -6310724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -6287854.000000 Penalty: 5171.455078
	Iteration 0F: 3 clusters Score -6287854 nChanged 15319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6295904.500000 Penalty: 5171.455078
	Iteration 1F: 3 clusters Score -6295904 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -6296361.500000 Penalty: 5171.455078
	Iteration 2Q: 3 clusters Score -6296362 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -6296788.000000 Penalty: 5171.455078
	Iteration 3Q: 3 clusters Score -6296788 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -6297300.000000 Penalty: 5171.455078
	Iteration 4Q: 3 clusters Score -6297300 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -6297948.500000 Penalty: 5171.455078
	Iteration 5Q: 3 clusters Score -6297948 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -6298907.500000 Penalty: 5171.455078
	Iteration 6Q: 3 clusters Score -6298908 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -6300220.000000 Penalty: 5171.455078
	Iteration 7F: 3 clusters Score -6300220 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6301829.000000 Penalty: 5171.455078
	Iteration 8F: 3 clusters Score -6301829 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6303654.500000 Penalty: 5171.455078
	Iteration 9F: 3 clusters Score -6303654 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -6305278.000000 Penalty: 5171.455078
	Iteration 10F: 3 clusters Score -6305278 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -6306605.500000 Penalty: 5171.455078
	Iteration 11Q: 3 clusters Score -6306606 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -6307494.000000 Penalty: 5171.455078
	Iteration 12Q: 3 clusters Score -6307494 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -6307902.500000 Penalty: 5171.455078
	Iteration 13Q: 3 clusters Score -6307902 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -6308135.000000 Penalty: 5171.455078
	Iteration 14Q: 3 clusters Score -6308135 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -6308279.500000 Penalty: 5171.455078
	Iteration 15Q: 3 clusters Score -6308280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -6308336.500000 Penalty: 5171.455078
	Iteration 16Q: 3 clusters Score -6308336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -6308394.000000 Penalty: 5171.455078
	Iteration 17Q: 3 clusters Score -6308394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6308428.500000 Penalty: 5171.455078
	Iteration 18Q: 3 clusters Score -6308428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33388 members 
Entering Unmasked Estep 
Score: -6308456.000000 Penalty: 5171.455078
	Iteration 19Q: 3 clusters Score -6308456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -6308478.000000 Penalty: 5171.455078
	Iteration 20F: 3 clusters Score -6308478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -6308487.500000 Penalty: 5171.455078
	Iteration 21Q: 3 clusters Score -6308488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -6308495.000000 Penalty: 5171.455078
	Iteration 22Q: 3 clusters Score -6308495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -6308510.500000 Penalty: 5171.455078
	Iteration 23Q: 3 clusters Score -6308510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -6308517.500000 Penalty: 5171.455078
	Iteration 24Q: 3 clusters Score -6308518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6308527.500000 Penalty: 5171.455078
	Iteration 25Q: 3 clusters Score -6308528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -6308523.500000 Penalty: 5171.455078
	Iteration 26Q: 3 clusters Score -6308524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -6308530.500000 Penalty: 5171.455078
	Iteration 27Q: 3 clusters Score -6308530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -6308529.000000 Penalty: 5171.455078
	Iteration 28Q: 3 clusters Score -6308529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6308529.000000 Penalty: 5171.455078
	Iteration 29Q: 3 clusters Score -6308529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6308529.000000 Penalty: 5171.455078
	Iteration 30F: 3 clusters Score -6308529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Entering Unmasked Estep 
Score: -8877623.000000 Penalty: 2672.979736
	Iteration 0F: 2 clusters Score -8877623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -8845938.000000 Penalty: 5345.959473
	Iteration 0F: 3 clusters Score -8845938 nChanged 22008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8857918.000000 Penalty: 5345.959473
	Iteration 1F: 3 clusters Score -8857918 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8858390.000000 Penalty: 5345.959473
	Iteration 2Q: 3 clusters Score -8858390 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8858793.000000 Penalty: 5345.959473
	Iteration 3Q: 3 clusters Score -8858793 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -8859220.000000 Penalty: 5345.959473
	Iteration 4Q: 3 clusters Score -8859220 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8859511.000000 Penalty: 5345.959473
	Iteration 5Q: 3 clusters Score -8859511 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8859903.000000 Penalty: 5345.959473
	Iteration 6Q: 3 clusters Score -8859903 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -8860311.000000 Penalty: 5345.959473
	Iteration 7Q: 3 clusters Score -8860311 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -8860761.000000 Penalty: 5345.959473
	Iteration 8Q: 3 clusters Score -8860761 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -8861383.000000 Penalty: 5345.959473
	Iteration 9Q: 3 clusters Score -8861383 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -8862251.000000 Penalty: 5345.959473
	Iteration 10Q: 3 clusters Score -8862251 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -8863329.000000 Penalty: 5345.959473
	Iteration 11Q: 3 clusters Score -8863329 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -8864438.000000 Penalty: 5345.959473
	Iteration 12Q: 3 clusters Score -8864438 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -8865887.000000 Penalty: 5345.959473
	Iteration 13Q: 3 clusters Score -8865887 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -8867344.000000 Penalty: 5345.959473
	Iteration 14Q: 3 clusters Score -8867344 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -8868683.000000 Penalty: 5345.959473
	Iteration 15Q: 3 clusters Score -8868683 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -8869517.000000 Penalty: 5345.959473
	Iteration 16Q: 3 clusters Score -8869517 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8870004.000000 Penalty: 5345.959473
	Iteration 17Q: 3 clusters Score -8870004 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -8870287.000000 Penalty: 5345.959473
	Iteration 18Q: 3 clusters Score -8870287 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -8870524.000000 Penalty: 5345.959473
	Iteration 19Q: 3 clusters Score -8870524 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -8870704.000000 Penalty: 5345.959473
	Iteration 20F: 3 clusters Score -8870704 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -8870865.000000 Penalty: 5345.959473
	Iteration 21Q: 3 clusters Score -8870865 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8871026.000000 Penalty: 5345.959473
	Iteration 22Q: 3 clusters Score -8871026 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8871186.000000 Penalty: 5345.959473
	Iteration 23Q: 3 clusters Score -8871186 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -8871385.000000 Penalty: 5345.959473
	Iteration 24Q: 3 clusters Score -8871385 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -8871576.000000 Penalty: 5345.959473
	Iteration 25Q: 3 clusters Score -8871576 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8871752.000000 Penalty: 5345.959473
	Iteration 26Q: 3 clusters Score -8871752 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8871952.000000 Penalty: 5345.959473
	Iteration 27Q: 3 clusters Score -8871952 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -8872081.000000 Penalty: 5345.959473
	Iteration 28Q: 3 clusters Score -8872081 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -8872328.000000 Penalty: 5345.959473
	Iteration 29Q: 3 clusters Score -8872328 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8872563.000000 Penalty: 5345.959473
	Iteration 30Q: 3 clusters Score -8872563 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8872844.000000 Penalty: 5345.959473
	Iteration 31Q: 3 clusters Score -8872844 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -8873188.000000 Penalty: 5345.959473
	Iteration 32Q: 3 clusters Score -8873188 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8873444.000000 Penalty: 5345.959473
	Iteration 33Q: 3 clusters Score -8873444 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8873778.000000 Penalty: 5345.959473
	Iteration 34Q: 3 clusters Score -8873778 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -8874025.000000 Penalty: 5345.959473
	Iteration 35Q: 3 clusters Score -8874025 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8874244.000000 Penalty: 5345.959473
	Iteration 36Q: 3 clusters Score -8874244 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8874442.000000 Penalty: 5345.959473
	Iteration 37Q: 3 clusters Score -8874442 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8874607.000000 Penalty: 5345.959473
	Iteration 38Q: 3 clusters Score -8874607 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8874739.000000 Penalty: 5345.959473
	Iteration 39Q: 3 clusters Score -8874739 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8874834.000000 Penalty: 5345.959473
	Iteration 40F: 3 clusters Score -8874834 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8874957.000000 Penalty: 5345.959473
	Iteration 41Q: 3 clusters Score -8874957 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8875021.000000 Penalty: 5345.959473
	Iteration 42Q: 3 clusters Score -8875021 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8875094.000000 Penalty: 5345.959473
	Iteration 43Q: 3 clusters Score -8875094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8875153.000000 Penalty: 5345.959473
	Iteration 44Q: 3 clusters Score -8875153 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8875217.000000 Penalty: 5345.959473
	Iteration 45Q: 3 clusters Score -8875217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8875251.000000 Penalty: 5345.959473
	Iteration 46Q: 3 clusters Score -8875251 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8875277.000000 Penalty: 5345.959473
	Iteration 47Q: 3 clusters Score -8875277 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8875308.000000 Penalty: 5345.959473
	Iteration 48Q: 3 clusters Score -8875308 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8875331.000000 Penalty: 5345.959473
	Iteration 49Q: 3 clusters Score -8875331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8875363.000000 Penalty: 5345.959473
	Iteration 50Q: 3 clusters Score -8875363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8875388.000000 Penalty: 5345.959473
	Iteration 51Q: 3 clusters Score -8875388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8875400.000000 Penalty: 5345.959473
	Iteration 52Q: 3 clusters Score -8875400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8875401.000000 Penalty: 5345.959473
	Iteration 53Q: 3 clusters Score -8875401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8875411.000000 Penalty: 5345.959473
	Iteration 54Q: 3 clusters Score -8875411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8875412.000000 Penalty: 5345.959473
	Iteration 55Q: 3 clusters Score -8875412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8875426.000000 Penalty: 5345.959473
	Iteration 56Q: 3 clusters Score -8875426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8875417.000000 Penalty: 5345.959473
	Iteration 57Q: 3 clusters Score -8875417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8875425.000000 Penalty: 5345.959473
	Iteration 58Q: 3 clusters Score -8875425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8875427.000000 Penalty: 5345.959473
	Iteration 59Q: 3 clusters Score -8875427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8875436.000000 Penalty: 5345.959473
	Iteration 60F: 3 clusters Score -8875436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8875438.000000 Penalty: 5345.959473
	Iteration 61Q: 3 clusters Score -8875438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8875448.000000 Penalty: 5345.959473
	Iteration 62Q: 3 clusters Score -8875448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8875449.000000 Penalty: 5345.959473
	Iteration 63Q: 3 clusters Score -8875449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8875451.000000 Penalty: 5345.959473
	Iteration 64Q: 3 clusters Score -8875451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8875457.000000 Penalty: 5345.959473
	Iteration 65Q: 3 clusters Score -8875457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8875462.000000 Penalty: 5345.959473
	Iteration 66Q: 3 clusters Score -8875462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47242 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8875448.000000 Penalty: 5345.959473
	Iteration 67Q: 3 clusters Score -8875448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8875450.000000 Penalty: 5345.959473
	Iteration 68Q: 3 clusters Score -8875450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8875450.000000 Penalty: 5345.959473
	Iteration 69Q: 3 clusters Score -8875450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8875452.000000 Penalty: 5345.959473
	Iteration 70Q: 3 clusters Score -8875452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8875450.000000 Penalty: 5345.959473
	Iteration 71Q: 3 clusters Score -8875450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8875458.000000 Penalty: 5345.959473
	Iteration 72Q: 3 clusters Score -8875458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8875464.000000 Penalty: 5345.959473
	Iteration 73Q: 3 clusters Score -8875464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8875470.000000 Penalty: 5345.959473
	Iteration 74Q: 3 clusters Score -8875470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8875465.000000 Penalty: 5345.959473
	Iteration 75Q: 3 clusters Score -8875465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8875467.000000 Penalty: 5345.959473
	Iteration 76Q: 3 clusters Score -8875467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8875477.000000 Penalty: 5345.959473
	Iteration 77Q: 3 clusters Score -8875477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8875477.000000 Penalty: 5345.959473
	Iteration 78Q: 3 clusters Score -8875477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8875475.000000 Penalty: 5345.959473
	Iteration 79Q: 3 clusters Score -8875475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8875475.000000 Penalty: 5345.959473
	Iteration 80F: 3 clusters Score -8875475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8875478.000000 Penalty: 5345.959473
	Iteration 81Q: 3 clusters Score -8875478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8875479.000000 Penalty: 5345.959473
	Iteration 82Q: 3 clusters Score -8875479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8875483.000000 Penalty: 5345.959473
	Iteration 83Q: 3 clusters Score -8875483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8875485.000000 Penalty: 5345.959473
	Iteration 84Q: 3 clusters Score -8875485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8875489.000000 Penalty: 5345.959473
	Iteration 85Q: 3 clusters Score -8875489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8875491.000000 Penalty: 5345.959473
	Iteration 86Q: 3 clusters Score -8875491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47285 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8875491.000000 Penalty: 5345.959473
	Iteration 87Q: 3 clusters Score -8875491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47286 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8875488.000000 Penalty: 5345.959473
	Iteration 88Q: 3 clusters Score -8875488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8875491.000000 Penalty: 5345.959473
	Iteration 89Q: 3 clusters Score -8875491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8875492.000000 Penalty: 5345.959473
	Iteration 90Q: 3 clusters Score -8875492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8875492.000000 Penalty: 5345.959473
	Iteration 91F: 3 clusters Score -8875492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Entering Unmasked Estep 
Score: -37041.550781 Penalty: 1499.748291
	Iteration 0F: 2 clusters Score -37041.55 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 201 members 
Entering Unmasked Estep 
Score: -35881.835938 Penalty: 2999.496582
	Iteration 0F: 3 clusters Score -35881.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36226.382812 Penalty: 2999.496582
	Iteration 1F: 3 clusters Score -36226.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36427.105469 Penalty: 2999.496582
	Iteration 2F: 3 clusters Score -36427.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36561.593750 Penalty: 2999.496582
	Iteration 3F: 3 clusters Score -36561.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36636.703125 Penalty: 2999.496582
	Iteration 4Q: 3 clusters Score -36636.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36756.417969 Penalty: 2999.496582
	Iteration 5Q: 3 clusters Score -36756.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36798.738281 Penalty: 2999.496582
	Iteration 6Q: 3 clusters Score -36798.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -36808.109375 Penalty: 2999.496582
	Iteration 7Q: 3 clusters Score -36808.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36811.800781 Penalty: 2999.496582
	Iteration 8Q: 3 clusters Score -36811.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36835.421875 Penalty: 2999.496582
	Iteration 9Q: 3 clusters Score -36835.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -36835.421875 Penalty: 2999.496582
	Iteration 10F: 3 clusters Score -36835.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Entering Unmasked Estep 
Score: -4717893.500000 Penalty: 2520.166016
	Iteration 0F: 2 clusters Score -4717894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4699887.000000 Penalty: 5040.332031
	Iteration 0F: 3 clusters Score -4699887 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4706021.500000 Penalty: 5040.332031
	Iteration 1F: 3 clusters Score -4706022 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -4706436.500000 Penalty: 5040.332031
	Iteration 2F: 3 clusters Score -4706436 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -4706833.500000 Penalty: 5040.332031
	Iteration 3Q: 3 clusters Score -4706834 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4707205.000000 Penalty: 5040.332031
	Iteration 4Q: 3 clusters Score -4707205 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4707565.500000 Penalty: 5040.332031
	Iteration 5Q: 3 clusters Score -4707566 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4708027.000000 Penalty: 5040.332031
	Iteration 6Q: 3 clusters Score -4708027 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -4708723.500000 Penalty: 5040.332031
	Iteration 7Q: 3 clusters Score -4708724 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4709759.000000 Penalty: 5040.332031
	Iteration 8F: 3 clusters Score -4709759 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -4711125.500000 Penalty: 5040.332031
	Iteration 9F: 3 clusters Score -4711126 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4712653.000000 Penalty: 5040.332031
	Iteration 10F: 3 clusters Score -4712653 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4713928.500000 Penalty: 5040.332031
	Iteration 11F: 3 clusters Score -4713928 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -4714721.000000 Penalty: 5040.332031
	Iteration 12Q: 3 clusters Score -4714721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -4715141.500000 Penalty: 5040.332031
	Iteration 13Q: 3 clusters Score -4715142 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -4715399.500000 Penalty: 5040.332031
	Iteration 14Q: 3 clusters Score -4715400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -4715510.500000 Penalty: 5040.332031
	Iteration 15Q: 3 clusters Score -4715510 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -4715581.000000 Penalty: 5040.332031
	Iteration 16Q: 3 clusters Score -4715581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -4715631.000000 Penalty: 5040.332031
	Iteration 17Q: 3 clusters Score -4715631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4715654.000000 Penalty: 5040.332031
	Iteration 18Q: 3 clusters Score -4715654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4715661.500000 Penalty: 5040.332031
	Iteration 19Q: 3 clusters Score -4715662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4715669.500000 Penalty: 5040.332031
	Iteration 20F: 3 clusters Score -4715670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -4715669.500000 Penalty: 5040.332031
	Iteration 21Q: 3 clusters Score -4715670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4715673.500000 Penalty: 5040.332031
	Iteration 22Q: 3 clusters Score -4715674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4715676.000000 Penalty: 5040.332031
	Iteration 23Q: 3 clusters Score -4715676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -4715676.000000 Penalty: 5040.332031
	Iteration 24F: 3 clusters Score -4715676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Entering Unmasked Estep 
Score: -555065.062500 Penalty: 1983.420410
	Iteration 0F: 2 clusters Score -555065.1 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 1522 members 
Entering Unmasked Estep 
Score: -551814.937500 Penalty: 3966.840820
	Iteration 0F: 3 clusters Score -551814.9 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -552431.000000 Penalty: 3966.840820
	Iteration 1F: 3 clusters Score -552431 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -552594.812500 Penalty: 3966.840820
	Iteration 2F: 3 clusters Score -552594.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -552688.937500 Penalty: 3966.840820
	Iteration 3Q: 3 clusters Score -552688.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -552754.000000 Penalty: 3966.840820
	Iteration 4Q: 3 clusters Score -552754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -552812.562500 Penalty: 3966.840820
	Iteration 5Q: 3 clusters Score -552812.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -552860.875000 Penalty: 3966.840820
	Iteration 6Q: 3 clusters Score -552860.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -552927.250000 Penalty: 3966.840820
	Iteration 7Q: 3 clusters Score -552927.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -552980.437500 Penalty: 3966.840820
	Iteration 8Q: 3 clusters Score -552980.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -553032.000000 Penalty: 3966.840820
	Iteration 9Q: 3 clusters Score -553032 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -553076.750000 Penalty: 3966.840820
	Iteration 10Q: 3 clusters Score -553076.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -553114.062500 Penalty: 3966.840820
	Iteration 11Q: 3 clusters Score -553114.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -553143.625000 Penalty: 3966.840820
	Iteration 12Q: 3 clusters Score -553143.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -553179.062500 Penalty: 3966.840820
	Iteration 13Q: 3 clusters Score -553179.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -553207.375000 Penalty: 3966.840820
	Iteration 14Q: 3 clusters Score -553207.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -553229.875000 Penalty: 3966.840820
	Iteration 15Q: 3 clusters Score -553229.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -553261.687500 Penalty: 3966.840820
	Iteration 16Q: 3 clusters Score -553261.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -553283.187500 Penalty: 3966.840820
	Iteration 17Q: 3 clusters Score -553283.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -553307.000000 Penalty: 3966.840820
	Iteration 18Q: 3 clusters Score -553307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -553322.062500 Penalty: 3966.840820
	Iteration 19Q: 3 clusters Score -553322.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -553330.937500 Penalty: 3966.840820
	Iteration 20F: 3 clusters Score -553330.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -553339.937500 Penalty: 3966.840820
	Iteration 21Q: 3 clusters Score -553339.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -553347.625000 Penalty: 3966.840820
	Iteration 22Q: 3 clusters Score -553347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -553353.812500 Penalty: 3966.840820
	Iteration 23Q: 3 clusters Score -553353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -553362.000000 Penalty: 3966.840820
	Iteration 24Q: 3 clusters Score -553362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -553367.500000 Penalty: 3966.840820
	Iteration 25Q: 3 clusters Score -553367.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -553372.750000 Penalty: 3966.840820
	Iteration 26Q: 3 clusters Score -553372.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -553378.625000 Penalty: 3966.840820
	Iteration 27Q: 3 clusters Score -553378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -553386.437500 Penalty: 3966.840820
	Iteration 28Q: 3 clusters Score -553386.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -553396.000000 Penalty: 3966.840820
	Iteration 29Q: 3 clusters Score -553396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -553397.437500 Penalty: 3966.840820
	Iteration 30Q: 3 clusters Score -553397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -553402.375000 Penalty: 3966.840820
	Iteration 31Q: 3 clusters Score -553402.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -553405.687500 Penalty: 3966.840820
	Iteration 32Q: 3 clusters Score -553405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -553410.625000 Penalty: 3966.840820
	Iteration 33Q: 3 clusters Score -553410.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -553417.312500 Penalty: 3966.840820
	Iteration 34Q: 3 clusters Score -553417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -553424.562500 Penalty: 3966.840820
	Iteration 35Q: 3 clusters Score -553424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -553428.437500 Penalty: 3966.840820
	Iteration 36Q: 3 clusters Score -553428.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -553433.562500 Penalty: 3966.840820
	Iteration 37Q: 3 clusters Score -553433.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -553442.625000 Penalty: 3966.840820
	Iteration 38Q: 3 clusters Score -553442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -553448.687500 Penalty: 3966.840820
	Iteration 39Q: 3 clusters Score -553448.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -553456.312500 Penalty: 3966.840820
	Iteration 40F: 3 clusters Score -553456.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -553465.437500 Penalty: 3966.840820
	Iteration 41Q: 3 clusters Score -553465.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -553478.812500 Penalty: 3966.840820
	Iteration 42Q: 3 clusters Score -553478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -553486.062500 Penalty: 3966.840820
	Iteration 43Q: 3 clusters Score -553486.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -553496.437500 Penalty: 3966.840820
	Iteration 44Q: 3 clusters Score -553496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -553503.562500 Penalty: 3966.840820
	Iteration 45Q: 3 clusters Score -553503.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -553508.250000 Penalty: 3966.840820
	Iteration 46Q: 3 clusters Score -553508.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -553512.500000 Penalty: 3966.840820
	Iteration 47Q: 3 clusters Score -553512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -553512.750000 Penalty: 3966.840820
	Iteration 48Q: 3 clusters Score -553512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -553513.875000 Penalty: 3966.840820
	Iteration 49Q: 3 clusters Score -553513.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -553516.500000 Penalty: 3966.840820
	Iteration 50Q: 3 clusters Score -553516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -553519.500000 Penalty: 3966.840820
	Iteration 51Q: 3 clusters Score -553519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -553520.687500 Penalty: 3966.840820
	Iteration 52Q: 3 clusters Score -553520.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -553521.750000 Penalty: 3966.840820
	Iteration 53Q: 3 clusters Score -553521.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -553522.687500 Penalty: 3966.840820
	Iteration 54Q: 3 clusters Score -553522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -553524.125000 Penalty: 3966.840820
	Iteration 55Q: 3 clusters Score -553524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -553524.687500 Penalty: 3966.840820
	Iteration 56Q: 3 clusters Score -553524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -553527.625000 Penalty: 3966.840820
	Iteration 57Q: 3 clusters Score -553527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -553528.812500 Penalty: 3966.840820
	Iteration 58Q: 3 clusters Score -553528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -553529.500000 Penalty: 3966.840820
	Iteration 59Q: 3 clusters Score -553529.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -553529.500000 Penalty: 3966.840820
	Iteration 60F: 3 clusters Score -553529.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Entering Unmasked Estep 
Score: -9494893.000000 Penalty: 2686.336914
	Iteration 0F: 2 clusters Score -9494893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -9465714.000000 Penalty: 5372.673828
	Iteration 0F: 3 clusters Score -9465714 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -9478650.000000 Penalty: 5372.673828
	Iteration 1F: 3 clusters Score -9478650 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -9479247.000000 Penalty: 5372.673828
	Iteration 2Q: 3 clusters Score -9479247 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -9479903.000000 Penalty: 5372.673828
	Iteration 3Q: 3 clusters Score -9479903 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -9480887.000000 Penalty: 5372.673828
	Iteration 4Q: 3 clusters Score -9480887 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -9482301.000000 Penalty: 5372.673828
	Iteration 5F: 3 clusters Score -9482301 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -9484401.000000 Penalty: 5372.673828
	Iteration 6F: 3 clusters Score -9484401 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -9486995.000000 Penalty: 5372.673828
	Iteration 7F: 3 clusters Score -9486995 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -9489692.000000 Penalty: 5372.673828
	Iteration 8F: 3 clusters Score -9489692 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -9491807.000000 Penalty: 5372.673828
	Iteration 9Q: 3 clusters Score -9491807 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -9492974.000000 Penalty: 5372.673828
	Iteration 10Q: 3 clusters Score -9492974 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -9493347.000000 Penalty: 5372.673828
	Iteration 11Q: 3 clusters Score -9493347 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9493366.000000 Penalty: 5372.673828
	Iteration 12Q: 3 clusters Score -9493366 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9493331.000000 Penalty: 5372.673828
	Iteration 13Q: 3 clusters Score -9493331 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9493243.000000 Penalty: 5372.673828
	Iteration 14Q: 3 clusters Score -9493243 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9493196.000000 Penalty: 5372.673828
	Iteration 15Q: 3 clusters Score -9493196 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9493147.000000 Penalty: 5372.673828
	Iteration 16Q: 3 clusters Score -9493147 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9493124.000000 Penalty: 5372.673828
	Iteration 17Q: 3 clusters Score -9493124 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9493114.000000 Penalty: 5372.673828
	Iteration 18Q: 3 clusters Score -9493114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9493101.000000 Penalty: 5372.673828
	Iteration 19Q: 3 clusters Score -9493101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9493117.000000 Penalty: 5372.673828
	Iteration 20F: 3 clusters Score -9493117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9493115.000000 Penalty: 5372.673828
	Iteration 21Q: 3 clusters Score -9493115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50050 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9493098.000000 Penalty: 5372.673828
	Iteration 22Q: 3 clusters Score -9493098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9493085.000000 Penalty: 5372.673828
	Iteration 23Q: 3 clusters Score -9493085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9493096.000000 Penalty: 5372.673828
	Iteration 24Q: 3 clusters Score -9493096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9493103.000000 Penalty: 5372.673828
	Iteration 25Q: 3 clusters Score -9493103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9493098.000000 Penalty: 5372.673828
	Iteration 26Q: 3 clusters Score -9493098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9493100.000000 Penalty: 5372.673828
	Iteration 27Q: 3 clusters Score -9493100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9493107.000000 Penalty: 5372.673828
	Iteration 28Q: 3 clusters Score -9493107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9493103.000000 Penalty: 5372.673828
	Iteration 29Q: 3 clusters Score -9493103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50112 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9493107.000000 Penalty: 5372.673828
	Iteration 30Q: 3 clusters Score -9493107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9493102.000000 Penalty: 5372.673828
	Iteration 31Q: 3 clusters Score -9493102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9493108.000000 Penalty: 5372.673828
	Iteration 32Q: 3 clusters Score -9493108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9493108.000000 Penalty: 5372.673828
	Iteration 33F: 3 clusters Score -9493108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -1112822.875000 Penalty: 2156.070312
	Iteration 0F: 2 clusters Score -1112823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1107746.250000 Penalty: 4312.140625
	Iteration 0F: 3 clusters Score -1107746 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1109004.375000 Penalty: 4312.140625
	Iteration 1F: 3 clusters Score -1109004 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1109210.250000 Penalty: 4312.140625
	Iteration 2F: 3 clusters Score -1109210 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1109333.375000 Penalty: 4312.140625
	Iteration 3Q: 3 clusters Score -1109333 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1109417.625000 Penalty: 4312.140625
	Iteration 4Q: 3 clusters Score -1109418 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1109479.125000 Penalty: 4312.140625
	Iteration 5Q: 3 clusters Score -1109479 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1109536.125000 Penalty: 4312.140625
	Iteration 6Q: 3 clusters Score -1109536 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1109583.500000 Penalty: 4312.140625
	Iteration 7Q: 3 clusters Score -1109584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1109631.375000 Penalty: 4312.140625
	Iteration 8Q: 3 clusters Score -1109631 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1109673.875000 Penalty: 4312.140625
	Iteration 9Q: 3 clusters Score -1109674 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1109703.875000 Penalty: 4312.140625
	Iteration 10Q: 3 clusters Score -1109704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1109735.875000 Penalty: 4312.140625
	Iteration 11Q: 3 clusters Score -1109736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1109766.750000 Penalty: 4312.140625
	Iteration 12Q: 3 clusters Score -1109767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1109799.375000 Penalty: 4312.140625
	Iteration 13Q: 3 clusters Score -1109799 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1109834.500000 Penalty: 4312.140625
	Iteration 14Q: 3 clusters Score -1109834 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1109870.250000 Penalty: 4312.140625
	Iteration 15Q: 3 clusters Score -1109870 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1109901.500000 Penalty: 4312.140625
	Iteration 16Q: 3 clusters Score -1109902 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1109933.625000 Penalty: 4312.140625
	Iteration 17Q: 3 clusters Score -1109934 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1109975.125000 Penalty: 4312.140625
	Iteration 18Q: 3 clusters Score -1109975 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1110028.125000 Penalty: 4312.140625
	Iteration 19Q: 3 clusters Score -1110028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1110081.875000 Penalty: 4312.140625
	Iteration 20F: 3 clusters Score -1110082 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1110135.625000 Penalty: 4312.140625
	Iteration 21Q: 3 clusters Score -1110136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1110183.625000 Penalty: 4312.140625
	Iteration 22Q: 3 clusters Score -1110184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1110237.500000 Penalty: 4312.140625
	Iteration 23Q: 3 clusters Score -1110238 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1110291.125000 Penalty: 4312.140625
	Iteration 24Q: 3 clusters Score -1110291 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1110340.750000 Penalty: 4312.140625
	Iteration 25Q: 3 clusters Score -1110341 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1110390.500000 Penalty: 4312.140625
	Iteration 26Q: 3 clusters Score -1110390 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1110442.125000 Penalty: 4312.140625
	Iteration 27Q: 3 clusters Score -1110442 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1110490.125000 Penalty: 4312.140625
	Iteration 28Q: 3 clusters Score -1110490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1110537.250000 Penalty: 4312.140625
	Iteration 29Q: 3 clusters Score -1110537 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1110570.875000 Penalty: 4312.140625
	Iteration 30Q: 3 clusters Score -1110571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1110616.500000 Penalty: 4312.140625
	Iteration 31Q: 3 clusters Score -1110616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1110664.125000 Penalty: 4312.140625
	Iteration 32Q: 3 clusters Score -1110664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1110704.625000 Penalty: 4312.140625
	Iteration 33Q: 3 clusters Score -1110705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1110737.000000 Penalty: 4312.140625
	Iteration 34Q: 3 clusters Score -1110737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1110761.875000 Penalty: 4312.140625
	Iteration 35Q: 3 clusters Score -1110762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1110777.875000 Penalty: 4312.140625
	Iteration 36Q: 3 clusters Score -1110778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1110792.625000 Penalty: 4312.140625
	Iteration 37Q: 3 clusters Score -1110793 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1110808.000000 Penalty: 4312.140625
	Iteration 38Q: 3 clusters Score -1110808 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1110816.125000 Penalty: 4312.140625
	Iteration 39Q: 3 clusters Score -1110816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1110823.750000 Penalty: 4312.140625
	Iteration 40F: 3 clusters Score -1110824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1110827.250000 Penalty: 4312.140625
	Iteration 41Q: 3 clusters Score -1110827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1110829.875000 Penalty: 4312.140625
	Iteration 42Q: 3 clusters Score -1110830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1110835.000000 Penalty: 4312.140625
	Iteration 43Q: 3 clusters Score -1110835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1110835.625000 Penalty: 4312.140625
	Iteration 44Q: 3 clusters Score -1110836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1110838.625000 Penalty: 4312.140625
	Iteration 45Q: 3 clusters Score -1110839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1110840.250000 Penalty: 4312.140625
	Iteration 46Q: 3 clusters Score -1110840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1110841.375000 Penalty: 4312.140625
	Iteration 47Q: 3 clusters Score -1110841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1110843.500000 Penalty: 4312.140625
	Iteration 48Q: 3 clusters Score -1110844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1110844.375000 Penalty: 4312.140625
	Iteration 49Q: 3 clusters Score -1110844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1110846.625000 Penalty: 4312.140625
	Iteration 50Q: 3 clusters Score -1110847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1110850.000000 Penalty: 4312.140625
	Iteration 51Q: 3 clusters Score -1110850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1110850.500000 Penalty: 4312.140625
	Iteration 52Q: 3 clusters Score -1110850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1110850.375000 Penalty: 4312.140625
	Iteration 53Q: 3 clusters Score -1110850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1110850.375000 Penalty: 4312.140625
	Iteration 54F: 3 clusters Score -1110850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Entering Unmasked Estep 
Score: -489196.062500 Penalty: 1964.810669
	Iteration 0F: 2 clusters Score -489196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -486091.218750 Penalty: 3929.621338
	Iteration 0F: 3 clusters Score -486091.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -486707.750000 Penalty: 3929.621338
	Iteration 1F: 3 clusters Score -486707.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -486910.281250 Penalty: 3929.621338
	Iteration 2F: 3 clusters Score -486910.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -487030.968750 Penalty: 3929.621338
	Iteration 3Q: 3 clusters Score -487031 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -487095.500000 Penalty: 3929.621338
	Iteration 4Q: 3 clusters Score -487095.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -487147.281250 Penalty: 3929.621338
	Iteration 5Q: 3 clusters Score -487147.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -487175.593750 Penalty: 3929.621338
	Iteration 6Q: 3 clusters Score -487175.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -487200.625000 Penalty: 3929.621338
	Iteration 7Q: 3 clusters Score -487200.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -487227.625000 Penalty: 3929.621338
	Iteration 8Q: 3 clusters Score -487227.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -487250.093750 Penalty: 3929.621338
	Iteration 9Q: 3 clusters Score -487250.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -487274.468750 Penalty: 3929.621338
	Iteration 10Q: 3 clusters Score -487274.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -487290.531250 Penalty: 3929.621338
	Iteration 11Q: 3 clusters Score -487290.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -487311.281250 Penalty: 3929.621338
	Iteration 12Q: 3 clusters Score -487311.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -487331.218750 Penalty: 3929.621338
	Iteration 13Q: 3 clusters Score -487331.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -487355.812500 Penalty: 3929.621338
	Iteration 14Q: 3 clusters Score -487355.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -487381.125000 Penalty: 3929.621338
	Iteration 15Q: 3 clusters Score -487381.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -487395.406250 Penalty: 3929.621338
	Iteration 16Q: 3 clusters Score -487395.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487407.156250 Penalty: 3929.621338
	Iteration 17Q: 3 clusters Score -487407.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -487418.593750 Penalty: 3929.621338
	Iteration 18Q: 3 clusters Score -487418.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -487431.062500 Penalty: 3929.621338
	Iteration 19Q: 3 clusters Score -487431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -487441.250000 Penalty: 3929.621338
	Iteration 20F: 3 clusters Score -487441.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -487454.906250 Penalty: 3929.621338
	Iteration 21Q: 3 clusters Score -487454.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -487468.187500 Penalty: 3929.621338
	Iteration 22Q: 3 clusters Score -487468.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -487477.156250 Penalty: 3929.621338
	Iteration 23Q: 3 clusters Score -487477.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -487485.468750 Penalty: 3929.621338
	Iteration 24Q: 3 clusters Score -487485.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -487493.281250 Penalty: 3929.621338
	Iteration 25Q: 3 clusters Score -487493.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -487500.750000 Penalty: 3929.621338
	Iteration 26Q: 3 clusters Score -487500.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -487514.000000 Penalty: 3929.621338
	Iteration 27Q: 3 clusters Score -487514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -487527.000000 Penalty: 3929.621338
	Iteration 28Q: 3 clusters Score -487527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -487534.062500 Penalty: 3929.621338
	Iteration 29Q: 3 clusters Score -487534.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -487544.437500 Penalty: 3929.621338
	Iteration 30Q: 3 clusters Score -487544.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -487551.593750 Penalty: 3929.621338
	Iteration 31Q: 3 clusters Score -487551.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -487559.125000 Penalty: 3929.621338
	Iteration 32Q: 3 clusters Score -487559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -487566.437500 Penalty: 3929.621338
	Iteration 33Q: 3 clusters Score -487566.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -487572.875000 Penalty: 3929.621338
	Iteration 34Q: 3 clusters Score -487572.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -487577.750000 Penalty: 3929.621338
	Iteration 35Q: 3 clusters Score -487577.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -487580.468750 Penalty: 3929.621338
	Iteration 36Q: 3 clusters Score -487580.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -487581.281250 Penalty: 3929.621338
	Iteration 37Q: 3 clusters Score -487581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -487581.625000 Penalty: 3929.621338
	Iteration 38Q: 3 clusters Score -487581.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -487585.406250 Penalty: 3929.621338
	Iteration 39Q: 3 clusters Score -487585.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487586.218750 Penalty: 3929.621338
	Iteration 40F: 3 clusters Score -487586.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -487586.843750 Penalty: 3929.621338
	Iteration 41Q: 3 clusters Score -487586.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487588.031250 Penalty: 3929.621338
	Iteration 42Q: 3 clusters Score -487588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -487588.031250 Penalty: 3929.621338
	Iteration 43F: 3 clusters Score -487588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (49242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Entering Unmasked Estep 
Score: -9192618.000000 Penalty: 2679.516602
	Iteration 0F: 2 clusters Score -9192618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -9162720.000000 Penalty: 5359.033203
	Iteration 0F: 3 clusters Score -9162720 nChanged 22711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -9175229.000000 Penalty: 5359.033203
	Iteration 1F: 3 clusters Score -9175229 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9175987.000000 Penalty: 5359.033203
	Iteration 2Q: 3 clusters Score -9175987 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -9177144.000000 Penalty: 5359.033203
	Iteration 3Q: 3 clusters Score -9177144 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -9178728.000000 Penalty: 5359.033203
	Iteration 4Q: 3 clusters Score -9178728 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -9180423.000000 Penalty: 5359.033203
	Iteration 5F: 3 clusters Score -9180423 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -9182244.000000 Penalty: 5359.033203
	Iteration 6F: 3 clusters Score -9182244 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -9184041.000000 Penalty: 5359.033203
	Iteration 7F: 3 clusters Score -9184041 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -9185800.000000 Penalty: 5359.033203
	Iteration 8F: 3 clusters Score -9185800 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -9187450.000000 Penalty: 5359.033203
	Iteration 9F: 3 clusters Score -9187450 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -9188861.000000 Penalty: 5359.033203
	Iteration 10F: 3 clusters Score -9188861 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -9189903.000000 Penalty: 5359.033203
	Iteration 11Q: 3 clusters Score -9189903 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -9190791.000000 Penalty: 5359.033203
	Iteration 12Q: 3 clusters Score -9190791 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -9191562.000000 Penalty: 5359.033203
	Iteration 13Q: 3 clusters Score -9191562 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -9192222.000000 Penalty: 5359.033203
	Iteration 14Q: 3 clusters Score -9192222 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -9192897.000000 Penalty: 5359.033203
	Iteration 15Q: 3 clusters Score -9192897 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -9193423.000000 Penalty: 5359.033203
	Iteration 16Q: 3 clusters Score -9193423 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -9193874.000000 Penalty: 5359.033203
	Iteration 17Q: 3 clusters Score -9193874 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -9194329.000000 Penalty: 5359.033203
	Iteration 18Q: 3 clusters Score -9194329 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -9194598.000000 Penalty: 5359.033203
	Iteration 19Q: 3 clusters Score -9194598 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -9194868.000000 Penalty: 5359.033203
	Iteration 20F: 3 clusters Score -9194868 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -9195147.000000 Penalty: 5359.033203
	Iteration 21Q: 3 clusters Score -9195147 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -9195369.000000 Penalty: 5359.033203
	Iteration 22Q: 3 clusters Score -9195369 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -9195566.000000 Penalty: 5359.033203
	Iteration 23Q: 3 clusters Score -9195566 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -9195718.000000 Penalty: 5359.033203
	Iteration 24Q: 3 clusters Score -9195718 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -9195822.000000 Penalty: 5359.033203
	Iteration 25Q: 3 clusters Score -9195822 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -9195927.000000 Penalty: 5359.033203
	Iteration 26Q: 3 clusters Score -9195927 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -9195975.000000 Penalty: 5359.033203
	Iteration 27Q: 3 clusters Score -9195975 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -9195968.000000 Penalty: 5359.033203
	Iteration 28Q: 3 clusters Score -9195968 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -9195948.000000 Penalty: 5359.033203
	Iteration 29Q: 3 clusters Score -9195948 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -9195915.000000 Penalty: 5359.033203
	Iteration 30Q: 3 clusters Score -9195915 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -9195840.000000 Penalty: 5359.033203
	Iteration 31Q: 3 clusters Score -9195840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -9195747.000000 Penalty: 5359.033203
	Iteration 32Q: 3 clusters Score -9195747 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -9195684.000000 Penalty: 5359.033203
	Iteration 33Q: 3 clusters Score -9195684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -9195628.000000 Penalty: 5359.033203
	Iteration 34Q: 3 clusters Score -9195628 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -9195596.000000 Penalty: 5359.033203
	Iteration 35Q: 3 clusters Score -9195596 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -9195579.000000 Penalty: 5359.033203
	Iteration 36Q: 3 clusters Score -9195579 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -9195577.000000 Penalty: 5359.033203
	Iteration 37Q: 3 clusters Score -9195577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -9195582.000000 Penalty: 5359.033203
	Iteration 38Q: 3 clusters Score -9195582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -9195578.000000 Penalty: 5359.033203
	Iteration 39Q: 3 clusters Score -9195578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9195637.000000 Penalty: 5359.033203
	Iteration 40F: 3 clusters Score -9195637 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -9195531.000000 Penalty: 5359.033203
	Iteration 41Q: 3 clusters Score -9195531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -9195490.000000 Penalty: 5359.033203
	Iteration 42Q: 3 clusters Score -9195490 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -9195472.000000 Penalty: 5359.033203
	Iteration 43Q: 3 clusters Score -9195472 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -9195474.000000 Penalty: 5359.033203
	Iteration 44Q: 3 clusters Score -9195474 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -9195450.000000 Penalty: 5359.033203
	Iteration 45Q: 3 clusters Score -9195450 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -9195455.000000 Penalty: 5359.033203
	Iteration 46Q: 3 clusters Score -9195455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 46134 members 
Entering Unmasked Estep 
Score: -9195475.000000 Penalty: 5359.033203
	Iteration 47Q: 3 clusters Score -9195475 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -9195469.000000 Penalty: 5359.033203
	Iteration 48Q: 3 clusters Score -9195469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -9195469.000000 Penalty: 5359.033203
	Iteration 49Q: 3 clusters Score -9195469 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -9195467.000000 Penalty: 5359.033203
	Iteration 50Q: 3 clusters Score -9195467 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -9195468.000000 Penalty: 5359.033203
	Iteration 51Q: 3 clusters Score -9195468 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -9195493.000000 Penalty: 5359.033203
	Iteration 52Q: 3 clusters Score -9195493 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -9195511.000000 Penalty: 5359.033203
	Iteration 53Q: 3 clusters Score -9195511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -9195527.000000 Penalty: 5359.033203
	Iteration 54Q: 3 clusters Score -9195527 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -9195543.000000 Penalty: 5359.033203
	Iteration 55Q: 3 clusters Score -9195543 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -9195552.000000 Penalty: 5359.033203
	Iteration 56Q: 3 clusters Score -9195552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -9195560.000000 Penalty: 5359.033203
	Iteration 57Q: 3 clusters Score -9195560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -9195577.000000 Penalty: 5359.033203
	Iteration 58Q: 3 clusters Score -9195577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -9195591.000000 Penalty: 5359.033203
	Iteration 59Q: 3 clusters Score -9195591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 46124 members 
Entering Unmasked Estep 
Score: -9195601.000000 Penalty: 5359.033203
	Iteration 60F: 3 clusters Score -9195601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -9195597.000000 Penalty: 5359.033203
	Iteration 61Q: 3 clusters Score -9195597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -9195597.000000 Penalty: 5359.033203
	Iteration 62Q: 3 clusters Score -9195597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -9195607.000000 Penalty: 5359.033203
	Iteration 63Q: 3 clusters Score -9195607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9195601.000000 Penalty: 5359.033203
	Iteration 64Q: 3 clusters Score -9195601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -9195599.000000 Penalty: 5359.033203
	Iteration 65Q: 3 clusters Score -9195599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -9195601.000000 Penalty: 5359.033203
	Iteration 66Q: 3 clusters Score -9195601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -9195605.000000 Penalty: 5359.033203
	Iteration 67Q: 3 clusters Score -9195605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -9195607.000000 Penalty: 5359.033203
	Iteration 68Q: 3 clusters Score -9195607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -9195607.000000 Penalty: 5359.033203
	Iteration 69F: 3 clusters Score -9195607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 46192 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44020 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56891 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 51569 members 
Mstep: Class 15 contains 42479 members 
Mstep: Class 16 contains 1020 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 52079 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 47106 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 46081 members 
Entering Unmasked Estep 
Score: -137112784.000000 Penalty: 100613.093750
Splitting cluster 25 changes total score from -137110432.000000 to -137112784.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 26 (52079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Entering Unmasked Estep 
Score: -9803082.000000 Penalty: 2693.408447
	Iteration 0F: 2 clusters Score -9803082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9772452.000000 Penalty: 5386.816895
	Iteration 0F: 3 clusters Score -9772452 nChanged 24063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -9785591.000000 Penalty: 5386.816895
	Iteration 1F: 3 clusters Score -9785591 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -9786144.000000 Penalty: 5386.816895
	Iteration 2Q: 3 clusters Score -9786144 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -9786875.000000 Penalty: 5386.816895
	Iteration 3Q: 3 clusters Score -9786875 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -9787687.000000 Penalty: 5386.816895
	Iteration 4Q: 3 clusters Score -9787687 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -9788764.000000 Penalty: 5386.816895
	Iteration 5Q: 3 clusters Score -9788764 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -9790393.000000 Penalty: 5386.816895
	Iteration 6F: 3 clusters Score -9790393 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 38426 members 
Entering Unmasked Estep 
Score: -9792700.000000 Penalty: 5386.816895
	Iteration 7F: 3 clusters Score -9792700 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -9795426.000000 Penalty: 5386.816895
	Iteration 8F: 3 clusters Score -9795426 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -9798100.000000 Penalty: 5386.816895
	Iteration 9F: 3 clusters Score -9798100 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -9799800.000000 Penalty: 5386.816895
	Iteration 10F: 3 clusters Score -9799800 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 50620 members 
Entering Unmasked Estep 
Score: -9800340.000000 Penalty: 5386.816895
	Iteration 11Q: 3 clusters Score -9800340 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -9800482.000000 Penalty: 5386.816895
	Iteration 12Q: 3 clusters Score -9800482 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9800645.000000 Penalty: 5386.816895
	Iteration 13Q: 3 clusters Score -9800645 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -9800730.000000 Penalty: 5386.816895
	Iteration 14Q: 3 clusters Score -9800730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -9800780.000000 Penalty: 5386.816895
	Iteration 15Q: 3 clusters Score -9800780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -9800815.000000 Penalty: 5386.816895
	Iteration 16Q: 3 clusters Score -9800815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -9800830.000000 Penalty: 5386.816895
	Iteration 17Q: 3 clusters Score -9800830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -9800839.000000 Penalty: 5386.816895
	Iteration 18Q: 3 clusters Score -9800839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -9800840.000000 Penalty: 5386.816895
	Iteration 19Q: 3 clusters Score -9800840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -9800856.000000 Penalty: 5386.816895
	Iteration 20F: 3 clusters Score -9800856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -9800861.000000 Penalty: 5386.816895
	Iteration 21Q: 3 clusters Score -9800861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 51845 members 
Entering Unmasked Estep 
Score: -9800861.000000 Penalty: 5386.816895
	Iteration 22Q: 3 clusters Score -9800861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -9800861.000000 Penalty: 5386.816895
	Iteration 23Q: 3 clusters Score -9800861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -9800868.000000 Penalty: 5386.816895
	Iteration 24Q: 3 clusters Score -9800868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -9800869.000000 Penalty: 5386.816895
	Iteration 25Q: 3 clusters Score -9800869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -9800874.000000 Penalty: 5386.816895
	Iteration 26Q: 3 clusters Score -9800874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -9800875.000000 Penalty: 5386.816895
	Iteration 27Q: 3 clusters Score -9800875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -9800885.000000 Penalty: 5386.816895
	Iteration 28Q: 3 clusters Score -9800885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -9800885.000000 Penalty: 5386.816895
	Iteration 29F: 3 clusters Score -9800885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -790654.625000 Penalty: 2073.181641
	Iteration 0F: 2 clusters Score -790654.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -786550.437500 Penalty: 4146.363281
	Iteration 0F: 3 clusters Score -786550.4 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -787487.000000 Penalty: 4146.363281
	Iteration 1F: 3 clusters Score -787487 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -787688.500000 Penalty: 4146.363281
	Iteration 2F: 3 clusters Score -787688.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -787795.750000 Penalty: 4146.363281
	Iteration 3Q: 3 clusters Score -787795.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -787861.062500 Penalty: 4146.363281
	Iteration 4Q: 3 clusters Score -787861.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -787914.437500 Penalty: 4146.363281
	Iteration 5Q: 3 clusters Score -787914.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -787950.187500 Penalty: 4146.363281
	Iteration 6Q: 3 clusters Score -787950.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -787976.750000 Penalty: 4146.363281
	Iteration 7Q: 3 clusters Score -787976.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -787997.687500 Penalty: 4146.363281
	Iteration 8Q: 3 clusters Score -787997.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -788018.625000 Penalty: 4146.363281
	Iteration 9Q: 3 clusters Score -788018.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -788033.187500 Penalty: 4146.363281
	Iteration 10Q: 3 clusters Score -788033.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -788044.375000 Penalty: 4146.363281
	Iteration 11Q: 3 clusters Score -788044.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -788057.250000 Penalty: 4146.363281
	Iteration 12Q: 3 clusters Score -788057.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -788068.062500 Penalty: 4146.363281
	Iteration 13Q: 3 clusters Score -788068.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -788077.437500 Penalty: 4146.363281
	Iteration 14Q: 3 clusters Score -788077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -788087.125000 Penalty: 4146.363281
	Iteration 15Q: 3 clusters Score -788087.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -788097.000000 Penalty: 4146.363281
	Iteration 16Q: 3 clusters Score -788097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -788106.812500 Penalty: 4146.363281
	Iteration 17Q: 3 clusters Score -788106.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -788115.687500 Penalty: 4146.363281
	Iteration 18Q: 3 clusters Score -788115.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -788122.437500 Penalty: 4146.363281
	Iteration 19Q: 3 clusters Score -788122.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -788127.750000 Penalty: 4146.363281
	Iteration 20F: 3 clusters Score -788127.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -788136.625000 Penalty: 4146.363281
	Iteration 21Q: 3 clusters Score -788136.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -788143.250000 Penalty: 4146.363281
	Iteration 22Q: 3 clusters Score -788143.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -788148.062500 Penalty: 4146.363281
	Iteration 23Q: 3 clusters Score -788148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -788152.875000 Penalty: 4146.363281
	Iteration 24Q: 3 clusters Score -788152.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -788157.812500 Penalty: 4146.363281
	Iteration 25Q: 3 clusters Score -788157.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -788159.437500 Penalty: 4146.363281
	Iteration 26Q: 3 clusters Score -788159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -788165.000000 Penalty: 4146.363281
	Iteration 27Q: 3 clusters Score -788165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -788165.937500 Penalty: 4146.363281
	Iteration 28Q: 3 clusters Score -788165.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -788170.062500 Penalty: 4146.363281
	Iteration 29Q: 3 clusters Score -788170.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -788171.312500 Penalty: 4146.363281
	Iteration 30Q: 3 clusters Score -788171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -788171.875000 Penalty: 4146.363281
	Iteration 31Q: 3 clusters Score -788171.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -788176.062500 Penalty: 4146.363281
	Iteration 32Q: 3 clusters Score -788176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -788177.625000 Penalty: 4146.363281
	Iteration 33Q: 3 clusters Score -788177.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -788180.812500 Penalty: 4146.363281
	Iteration 34Q: 3 clusters Score -788180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -788185.000000 Penalty: 4146.363281
	Iteration 35Q: 3 clusters Score -788185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -788189.125000 Penalty: 4146.363281
	Iteration 36Q: 3 clusters Score -788189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -788192.875000 Penalty: 4146.363281
	Iteration 37Q: 3 clusters Score -788192.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -788194.375000 Penalty: 4146.363281
	Iteration 38Q: 3 clusters Score -788194.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -788197.812500 Penalty: 4146.363281
	Iteration 39Q: 3 clusters Score -788197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -788199.250000 Penalty: 4146.363281
	Iteration 40F: 3 clusters Score -788199.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -788202.687500 Penalty: 4146.363281
	Iteration 41Q: 3 clusters Score -788202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -788204.875000 Penalty: 4146.363281
	Iteration 42Q: 3 clusters Score -788204.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -788211.625000 Penalty: 4146.363281
	Iteration 43Q: 3 clusters Score -788211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -788214.312500 Penalty: 4146.363281
	Iteration 44Q: 3 clusters Score -788214.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -788219.812500 Penalty: 4146.363281
	Iteration 45Q: 3 clusters Score -788219.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -788224.750000 Penalty: 4146.363281
	Iteration 46Q: 3 clusters Score -788224.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -788232.250000 Penalty: 4146.363281
	Iteration 47Q: 3 clusters Score -788232.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -788235.562500 Penalty: 4146.363281
	Iteration 48Q: 3 clusters Score -788235.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -788239.687500 Penalty: 4146.363281
	Iteration 49Q: 3 clusters Score -788239.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -788245.437500 Penalty: 4146.363281
	Iteration 50Q: 3 clusters Score -788245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -788250.375000 Penalty: 4146.363281
	Iteration 51Q: 3 clusters Score -788250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -788256.875000 Penalty: 4146.363281
	Iteration 52Q: 3 clusters Score -788256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -788258.750000 Penalty: 4146.363281
	Iteration 53Q: 3 clusters Score -788258.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -788264.562500 Penalty: 4146.363281
	Iteration 54Q: 3 clusters Score -788264.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -788268.812500 Penalty: 4146.363281
	Iteration 55Q: 3 clusters Score -788268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -788273.062500 Penalty: 4146.363281
	Iteration 56Q: 3 clusters Score -788273.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -788275.687500 Penalty: 4146.363281
	Iteration 57Q: 3 clusters Score -788275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -788275.937500 Penalty: 4146.363281
	Iteration 58Q: 3 clusters Score -788275.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -788276.875000 Penalty: 4146.363281
	Iteration 59Q: 3 clusters Score -788276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -788279.312500 Penalty: 4146.363281
	Iteration 60F: 3 clusters Score -788279.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -788281.750000 Penalty: 4146.363281
	Iteration 61Q: 3 clusters Score -788281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -788284.750000 Penalty: 4146.363281
	Iteration 62Q: 3 clusters Score -788284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -788285.562500 Penalty: 4146.363281
	Iteration 63Q: 3 clusters Score -788285.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -788286.562500 Penalty: 4146.363281
	Iteration 64Q: 3 clusters Score -788286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -788288.812500 Penalty: 4146.363281
	Iteration 65Q: 3 clusters Score -788288.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -788290.875000 Penalty: 4146.363281
	Iteration 66Q: 3 clusters Score -788290.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -788290.812500 Penalty: 4146.363281
	Iteration 67Q: 3 clusters Score -788290.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -788291.687500 Penalty: 4146.363281
	Iteration 68Q: 3 clusters Score -788291.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -788292.375000 Penalty: 4146.363281
	Iteration 69Q: 3 clusters Score -788292.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -788293.875000 Penalty: 4146.363281
	Iteration 70Q: 3 clusters Score -788293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -788294.375000 Penalty: 4146.363281
	Iteration 71Q: 3 clusters Score -788294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -788296.375000 Penalty: 4146.363281
	Iteration 72Q: 3 clusters Score -788296.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -788296.062500 Penalty: 4146.363281
	Iteration 73Q: 3 clusters Score -788296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -788296.062500 Penalty: 4146.363281
	Iteration 74F: 3 clusters Score -788296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (47106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Entering Unmasked Estep 
Score: -8789965.000000 Penalty: 2668.518555
	Iteration 0F: 2 clusters Score -8789965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8759143.000000 Penalty: 5337.037109
	Iteration 0F: 3 clusters Score -8759143 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -8771079.000000 Penalty: 5337.037109
	Iteration 1F: 3 clusters Score -8771079 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8771592.000000 Penalty: 5337.037109
	Iteration 2Q: 3 clusters Score -8771592 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -8772169.000000 Penalty: 5337.037109
	Iteration 3Q: 3 clusters Score -8772169 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -8772808.000000 Penalty: 5337.037109
	Iteration 4Q: 3 clusters Score -8772808 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -8773623.000000 Penalty: 5337.037109
	Iteration 5Q: 3 clusters Score -8773623 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -8774926.000000 Penalty: 5337.037109
	Iteration 6F: 3 clusters Score -8774926 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -8776876.000000 Penalty: 5337.037109
	Iteration 7F: 3 clusters Score -8776876 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -8779644.000000 Penalty: 5337.037109
	Iteration 8F: 3 clusters Score -8779644 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -8782580.000000 Penalty: 5337.037109
	Iteration 9F: 3 clusters Score -8782580 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8784913.000000 Penalty: 5337.037109
	Iteration 10F: 3 clusters Score -8784913 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -8786411.000000 Penalty: 5337.037109
	Iteration 11Q: 3 clusters Score -8786411 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8787357.000000 Penalty: 5337.037109
	Iteration 12Q: 3 clusters Score -8787357 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -8787985.000000 Penalty: 5337.037109
	Iteration 13Q: 3 clusters Score -8787985 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -8788367.000000 Penalty: 5337.037109
	Iteration 14Q: 3 clusters Score -8788367 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -8788566.000000 Penalty: 5337.037109
	Iteration 15Q: 3 clusters Score -8788566 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8788719.000000 Penalty: 5337.037109
	Iteration 16Q: 3 clusters Score -8788719 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 39053 members 
Entering Unmasked Estep 
Score: -8788789.000000 Penalty: 5337.037109
	Iteration 17Q: 3 clusters Score -8788789 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -8788821.000000 Penalty: 5337.037109
	Iteration 18Q: 3 clusters Score -8788821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -8788860.000000 Penalty: 5337.037109
	Iteration 19Q: 3 clusters Score -8788860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -8788891.000000 Penalty: 5337.037109
	Iteration 20F: 3 clusters Score -8788891 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -8788890.000000 Penalty: 5337.037109
	Iteration 21Q: 3 clusters Score -8788890 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8788916.000000 Penalty: 5337.037109
	Iteration 22Q: 3 clusters Score -8788916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -8788934.000000 Penalty: 5337.037109
	Iteration 23Q: 3 clusters Score -8788934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -8788952.000000 Penalty: 5337.037109
	Iteration 24Q: 3 clusters Score -8788952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -8788977.000000 Penalty: 5337.037109
	Iteration 25Q: 3 clusters Score -8788977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -8788958.000000 Penalty: 5337.037109
	Iteration 26Q: 3 clusters Score -8788958 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8788957.000000 Penalty: 5337.037109
	Iteration 27Q: 3 clusters Score -8788957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -8788979.000000 Penalty: 5337.037109
	Iteration 28Q: 3 clusters Score -8788979 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -8788961.000000 Penalty: 5337.037109
	Iteration 29Q: 3 clusters Score -8788961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -8788978.000000 Penalty: 5337.037109
	Iteration 30Q: 3 clusters Score -8788978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8788969.000000 Penalty: 5337.037109
	Iteration 31Q: 3 clusters Score -8788969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -8788983.000000 Penalty: 5337.037109
	Iteration 32Q: 3 clusters Score -8788983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -8788983.000000 Penalty: 5337.037109
	Iteration 33Q: 3 clusters Score -8788983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 39879 members 
Entering Unmasked Estep 
Score: -8788988.000000 Penalty: 5337.037109
	Iteration 34Q: 3 clusters Score -8788988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -8788990.000000 Penalty: 5337.037109
	Iteration 35Q: 3 clusters Score -8788990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -8788988.000000 Penalty: 5337.037109
	Iteration 36Q: 3 clusters Score -8788988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -8788988.000000 Penalty: 5337.037109
	Iteration 37Q: 3 clusters Score -8788988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -8788982.000000 Penalty: 5337.037109
	Iteration 38Q: 3 clusters Score -8788982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -8788973.000000 Penalty: 5337.037109
	Iteration 39Q: 3 clusters Score -8788973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8788979.000000 Penalty: 5337.037109
	Iteration 40F: 3 clusters Score -8788979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -8788986.000000 Penalty: 5337.037109
	Iteration 41Q: 3 clusters Score -8788986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8788998.000000 Penalty: 5337.037109
	Iteration 42Q: 3 clusters Score -8788998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -8788996.000000 Penalty: 5337.037109
	Iteration 43Q: 3 clusters Score -8788996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -8788985.000000 Penalty: 5337.037109
	Iteration 44Q: 3 clusters Score -8788985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -8788985.000000 Penalty: 5337.037109
	Iteration 45Q: 3 clusters Score -8788985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8788994.000000 Penalty: 5337.037109
	Iteration 46Q: 3 clusters Score -8788994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8788990.000000 Penalty: 5337.037109
	Iteration 47Q: 3 clusters Score -8788990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -8788991.000000 Penalty: 5337.037109
	Iteration 48Q: 3 clusters Score -8788991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8788987.000000 Penalty: 5337.037109
	Iteration 49Q: 3 clusters Score -8788987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -8788992.000000 Penalty: 5337.037109
	Iteration 50Q: 3 clusters Score -8788992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8788986.000000 Penalty: 5337.037109
	Iteration 51Q: 3 clusters Score -8788986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8788995.000000 Penalty: 5337.037109
	Iteration 52Q: 3 clusters Score -8788995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -8788989.000000 Penalty: 5337.037109
	Iteration 53Q: 3 clusters Score -8788989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8788988.000000 Penalty: 5337.037109
	Iteration 54Q: 3 clusters Score -8788988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8788988.000000 Penalty: 5337.037109
	Iteration 55F: 3 clusters Score -8788988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 46192 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26669 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44020 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56891 members 
Mstep: Class 13 contains 5164 members 
Mstep: Class 14 contains 51569 members 
Mstep: Class 15 contains 42479 members 
Mstep: Class 16 contains 1020 members 
Mstep: Class 17 contains 33736 members 
Mstep: Class 18 contains 47961 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25899 members 
Mstep: Class 21 contains 2974 members 
Mstep: Class 22 contains 50615 members 
Mstep: Class 23 contains 5966 members 
Mstep: Class 24 contains 2759 members 
Mstep: Class 25 contains 3161 members 
Mstep: Class 26 contains 52079 members 
Mstep: Class 27 contains 4271 members 
Mstep: Class 28 contains 47106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113888.000000 Penalty: 100613.093750
Iteration 79Q: 31 clusters Score -1.371139e+08 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 47004 members 
Mstep: Class 3 contains 48992 members 
Mstep: Class 4 contains 46245 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1243 members 
Mstep: Class 7 contains 729 members 
Mstep: Class 8 contains 26664 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44069 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56940 members 
Mstep: Class 13 contains 5198 members 
Mstep: Class 14 contains 51699 members 
Mstep: Class 15 contains 42546 members 
Mstep: Class 16 contains 1181 members 
Mstep: Class 17 contains 33738 members 
Mstep: Class 18 contains 47899 members 
Mstep: Class 19 contains 423 members 
Mstep: Class 20 contains 25883 members 
Mstep: Class 21 contains 3024 members 
Mstep: Class 22 contains 50568 members 
Mstep: Class 23 contains 5944 members 
Mstep: Class 24 contains 2754 members 
Mstep: Class 25 contains 3247 members 
Mstep: Class 26 contains 51965 members 
Mstep: Class 27 contains 4297 members 
Mstep: Class 28 contains 47345 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 45465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115232.000000 Penalty: 100613.093750
Iteration 80F: 31 clusters Score -1.371152e+08 nChanged 7514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 46995 members 
Mstep: Class 3 contains 48981 members 
Mstep: Class 4 contains 46156 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1229 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26642 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44061 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56463 members 
Mstep: Class 13 contains 5228 members 
Mstep: Class 14 contains 51722 members 
Mstep: Class 15 contains 42472 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 33727 members 
Mstep: Class 18 contains 47697 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25847 members 
Mstep: Class 21 contains 3093 members 
Mstep: Class 22 contains 50536 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 2752 members 
Mstep: Class 25 contains 3346 members 
Mstep: Class 26 contains 51892 members 
Mstep: Class 27 contains 4341 members 
Mstep: Class 28 contains 47564 members 
Mstep: Class 29 contains 687 members 
Mstep: Class 30 contains 46046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116336.000000 Penalty: 100613.093750
Iteration 81Q: 31 clusters Score -1.371163e+08 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47641 members 
Mstep: Class 2 contains 46913 members 
Mstep: Class 3 contains 48941 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1219 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26636 members 
Mstep: Class 9 contains 1035 members 
Mstep: Class 10 contains 44027 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 56159 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 51723 members 
Mstep: Class 15 contains 42454 members 
Mstep: Class 16 contains 1302 members 
Mstep: Class 17 contains 33704 members 
Mstep: Class 18 contains 47581 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25798 members 
Mstep: Class 21 contains 3168 members 
Mstep: Class 22 contains 50505 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 2748 members 
Mstep: Class 25 contains 3454 members 
Mstep: Class 26 contains 51824 members 
Mstep: Class 27 contains 4401 members 
Mstep: Class 28 contains 47849 members 
Mstep: Class 29 contains 686 members 
Mstep: Class 30 contains 46334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116816.000000 Penalty: 100613.093750
Iteration 82Q: 31 clusters Score -1.371168e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 48953 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26607 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44021 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 55953 members 
Mstep: Class 13 contains 5315 members 
Mstep: Class 14 contains 51701 members 
Mstep: Class 15 contains 42483 members 
Mstep: Class 16 contains 1330 members 
Mstep: Class 17 contains 33688 members 
Mstep: Class 18 contains 47483 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25767 members 
Mstep: Class 21 contains 3247 members 
Mstep: Class 22 contains 50469 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 2745 members 
Mstep: Class 25 contains 3553 members 
Mstep: Class 26 contains 51669 members 
Mstep: Class 27 contains 4457 members 
Mstep: Class 28 contains 48135 members 
Mstep: Class 29 contains 686 members 
Mstep: Class 30 contains 46523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117584.000000 Penalty: 100613.093750
Iteration 83Q: 31 clusters Score -1.371176e+08 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 46642 members 
Mstep: Class 3 contains 48935 members 
Mstep: Class 4 contains 46119 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1198 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26586 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44032 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 55862 members 
Mstep: Class 13 contains 5354 members 
Mstep: Class 14 contains 51602 members 
Mstep: Class 15 contains 42511 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 33672 members 
Mstep: Class 18 contains 47433 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25720 members 
Mstep: Class 21 contains 3337 members 
Mstep: Class 22 contains 50463 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 2739 members 
Mstep: Class 25 contains 3635 members 
Mstep: Class 26 contains 51469 members 
Mstep: Class 27 contains 4514 members 
Mstep: Class 28 contains 48406 members 
Mstep: Class 29 contains 685 members 
Mstep: Class 30 contains 46665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118144.000000 Penalty: 100613.093750
Iteration 84Q: 31 clusters Score -1.371181e+08 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 46447 members 
Mstep: Class 3 contains 48956 members 
Mstep: Class 4 contains 46120 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1192 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44065 members 
Mstep: Class 11 contains 1207 members 
Mstep: Class 12 contains 55808 members 
Mstep: Class 13 contains 5389 members 
Mstep: Class 14 contains 51468 members 
Mstep: Class 15 contains 42549 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 33668 members 
Mstep: Class 18 contains 47371 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25692 members 
Mstep: Class 21 contains 3417 members 
Mstep: Class 22 contains 50449 members 
Mstep: Class 23 contains 5940 members 
Mstep: Class 24 contains 2736 members 
Mstep: Class 25 contains 3686 members 
Mstep: Class 26 contains 51319 members 
Mstep: Class 27 contains 4571 members 
Mstep: Class 28 contains 48669 members 
Mstep: Class 29 contains 683 members 
Mstep: Class 30 contains 46823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118320.000000 Penalty: 100613.093750
Iteration 85Q: 31 clusters Score -1.371183e+08 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 46241 members 
Mstep: Class 3 contains 49017 members 
Mstep: Class 4 contains 46079 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1189 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26525 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 55801 members 
Mstep: Class 13 contains 5427 members 
Mstep: Class 14 contains 51395 members 
Mstep: Class 15 contains 42575 members 
Mstep: Class 16 contains 1385 members 
Mstep: Class 17 contains 33643 members 
Mstep: Class 18 contains 47255 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25682 members 
Mstep: Class 21 contains 3499 members 
Mstep: Class 22 contains 50451 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 2730 members 
Mstep: Class 25 contains 3728 members 
Mstep: Class 26 contains 51202 members 
Mstep: Class 27 contains 4615 members 
Mstep: Class 28 contains 48883 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 46995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118512.000000 Penalty: 100613.093750
Iteration 86Q: 31 clusters Score -1.371185e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 46007 members 
Mstep: Class 3 contains 48929 members 
Mstep: Class 4 contains 46033 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26486 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44172 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 55870 members 
Mstep: Class 13 contains 5455 members 
Mstep: Class 14 contains 51404 members 
Mstep: Class 15 contains 42623 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 33616 members 
Mstep: Class 18 contains 47139 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25665 members 
Mstep: Class 21 contains 3568 members 
Mstep: Class 22 contains 50461 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 2720 members 
Mstep: Class 25 contains 3762 members 
Mstep: Class 26 contains 51202 members 
Mstep: Class 27 contains 4651 members 
Mstep: Class 28 contains 49054 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 47118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119120.000000 Penalty: 100613.093750
Iteration 87Q: 31 clusters Score -1.371191e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 45834 members 
Mstep: Class 3 contains 48897 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26442 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44250 members 
Mstep: Class 11 contains 1205 members 
Mstep: Class 12 contains 55935 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 51479 members 
Mstep: Class 15 contains 42651 members 
Mstep: Class 16 contains 1412 members 
Mstep: Class 17 contains 33600 members 
Mstep: Class 18 contains 47017 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25640 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 50474 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 2713 members 
Mstep: Class 25 contains 3794 members 
Mstep: Class 26 contains 51093 members 
Mstep: Class 27 contains 4681 members 
Mstep: Class 28 contains 49166 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 47245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120128.000000 Penalty: 100613.093750
Iteration 88Q: 31 clusters Score -1.371201e+08 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 45600 members 
Mstep: Class 3 contains 48840 members 
Mstep: Class 4 contains 45921 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26398 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44316 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56023 members 
Mstep: Class 13 contains 5514 members 
Mstep: Class 14 contains 51618 members 
Mstep: Class 15 contains 42665 members 
Mstep: Class 16 contains 1429 members 
Mstep: Class 17 contains 33574 members 
Mstep: Class 18 contains 46919 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25633 members 
Mstep: Class 21 contains 3708 members 
Mstep: Class 22 contains 50456 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 2708 members 
Mstep: Class 25 contains 3832 members 
Mstep: Class 26 contains 50993 members 
Mstep: Class 27 contains 4709 members 
Mstep: Class 28 contains 49202 members 
Mstep: Class 29 contains 681 members 
Mstep: Class 30 contains 47429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120208.000000 Penalty: 100613.093750
Iteration 89Q: 31 clusters Score -1.371202e+08 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 45437 members 
Mstep: Class 3 contains 48760 members 
Mstep: Class 4 contains 45850 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1143 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26349 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44378 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56086 members 
Mstep: Class 13 contains 5540 members 
Mstep: Class 14 contains 51784 members 
Mstep: Class 15 contains 42673 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 33559 members 
Mstep: Class 18 contains 46780 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25629 members 
Mstep: Class 21 contains 3767 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 2698 members 
Mstep: Class 25 contains 3868 members 
Mstep: Class 26 contains 50931 members 
Mstep: Class 27 contains 4734 members 
Mstep: Class 28 contains 49217 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120832.000000 Penalty: 100613.093750
Iteration 90Q: 31 clusters Score -1.371208e+08 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 45233 members 
Mstep: Class 3 contains 48714 members 
Mstep: Class 4 contains 45813 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26307 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44453 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56132 members 
Mstep: Class 13 contains 5551 members 
Mstep: Class 14 contains 51952 members 
Mstep: Class 15 contains 42667 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 33532 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25632 members 
Mstep: Class 21 contains 3825 members 
Mstep: Class 22 contains 50429 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 2692 members 
Mstep: Class 25 contains 3902 members 
Mstep: Class 26 contains 50837 members 
Mstep: Class 27 contains 4751 members 
Mstep: Class 28 contains 49247 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120288.000000 Penalty: 100613.093750
Iteration 91Q: 31 clusters Score -1.371203e+08 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 45096 members 
Mstep: Class 3 contains 48713 members 
Mstep: Class 4 contains 45732 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26258 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44498 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56166 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 14 contains 52062 members 
Mstep: Class 15 contains 42656 members 
Mstep: Class 16 contains 1467 members 
Mstep: Class 17 contains 33483 members 
Mstep: Class 18 contains 46659 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25642 members 
Mstep: Class 21 contains 3874 members 
Mstep: Class 22 contains 50419 members 
Mstep: Class 23 contains 5920 members 
Mstep: Class 24 contains 2683 members 
Mstep: Class 25 contains 3932 members 
Mstep: Class 26 contains 50754 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 49321 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120736.000000 Penalty: 100613.093750
Iteration 92Q: 31 clusters Score -1.371207e+08 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 44950 members 
Mstep: Class 3 contains 48739 members 
Mstep: Class 4 contains 45660 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1130 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26214 members 
Mstep: Class 9 contains 1034 members 
Mstep: Class 10 contains 44501 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56230 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 52150 members 
Mstep: Class 15 contains 42656 members 
Mstep: Class 16 contains 1474 members 
Mstep: Class 17 contains 33420 members 
Mstep: Class 18 contains 46574 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25657 members 
Mstep: Class 21 contains 3912 members 
Mstep: Class 22 contains 50415 members 
Mstep: Class 23 contains 5909 members 
Mstep: Class 24 contains 2670 members 
Mstep: Class 25 contains 3954 members 
Mstep: Class 26 contains 50820 members 
Mstep: Class 27 contains 4774 members 
Mstep: Class 28 contains 49335 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 48026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120912.000000 Penalty: 100613.093750
Iteration 93Q: 31 clusters Score -1.371209e+08 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 44830 members 
Mstep: Class 3 contains 48766 members 
Mstep: Class 4 contains 45534 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26182 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 44461 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 56276 members 
Mstep: Class 13 contains 5587 members 
Mstep: Class 14 contains 52220 members 
Mstep: Class 15 contains 42686 members 
Mstep: Class 16 contains 1484 members 
Mstep: Class 17 contains 33361 members 
Mstep: Class 18 contains 46490 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25681 members 
Mstep: Class 21 contains 3949 members 
Mstep: Class 22 contains 50424 members 
Mstep: Class 23 contains 5906 members 
Mstep: Class 24 contains 2658 members 
Mstep: Class 25 contains 3970 members 
Mstep: Class 26 contains 50822 members 
Mstep: Class 27 contains 4786 members 
Mstep: Class 28 contains 49356 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120992.000000 Penalty: 100613.093750
Iteration 94Q: 31 clusters Score -1.37121e+08 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 44748 members 
Mstep: Class 3 contains 48770 members 
Mstep: Class 4 contains 45407 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1126 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26153 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 44470 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 56283 members 
Mstep: Class 13 contains 5585 members 
Mstep: Class 14 contains 52378 members 
Mstep: Class 15 contains 42703 members 
Mstep: Class 16 contains 1495 members 
Mstep: Class 17 contains 33306 members 
Mstep: Class 18 contains 46413 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25699 members 
Mstep: Class 21 contains 3981 members 
Mstep: Class 22 contains 50444 members 
Mstep: Class 23 contains 5898 members 
Mstep: Class 24 contains 2648 members 
Mstep: Class 25 contains 3985 members 
Mstep: Class 26 contains 50747 members 
Mstep: Class 27 contains 4793 members 
Mstep: Class 28 contains 49419 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121296.000000 Penalty: 100613.093750
Iteration 95Q: 31 clusters Score -1.371213e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 44697 members 
Mstep: Class 3 contains 48830 members 
Mstep: Class 4 contains 45253 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26118 members 
Mstep: Class 9 contains 1033 members 
Mstep: Class 10 contains 44476 members 
Mstep: Class 11 contains 1202 members 
Mstep: Class 12 contains 56297 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 52410 members 
Mstep: Class 15 contains 42719 members 
Mstep: Class 16 contains 1503 members 
Mstep: Class 17 contains 33250 members 
Mstep: Class 18 contains 46385 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25718 members 
Mstep: Class 21 contains 4002 members 
Mstep: Class 22 contains 50435 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 2638 members 
Mstep: Class 25 contains 4008 members 
Mstep: Class 26 contains 50693 members 
Mstep: Class 27 contains 4802 members 
Mstep: Class 28 contains 49554 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121120.000000 Penalty: 100613.093750
Iteration 96Q: 31 clusters Score -1.371211e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 44627 members 
Mstep: Class 3 contains 48839 members 
Mstep: Class 4 contains 45119 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26069 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 1201 members 
Mstep: Class 12 contains 56338 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 52496 members 
Mstep: Class 15 contains 42741 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 33198 members 
Mstep: Class 18 contains 46343 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25743 members 
Mstep: Class 21 contains 4033 members 
Mstep: Class 22 contains 50421 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 4020 members 
Mstep: Class 26 contains 50724 members 
Mstep: Class 27 contains 4814 members 
Mstep: Class 28 contains 49609 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121072.000000 Penalty: 100613.093750
Iteration 97Q: 31 clusters Score -1.371211e+08 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 44553 members 
Mstep: Class 3 contains 48811 members 
Mstep: Class 4 contains 44993 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 26029 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44464 members 
Mstep: Class 11 contains 1199 members 
Mstep: Class 12 contains 56364 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 52562 members 
Mstep: Class 15 contains 42742 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 33166 members 
Mstep: Class 18 contains 46274 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25778 members 
Mstep: Class 21 contains 4071 members 
Mstep: Class 22 contains 50404 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 2621 members 
Mstep: Class 25 contains 4035 members 
Mstep: Class 26 contains 50733 members 
Mstep: Class 27 contains 4823 members 
Mstep: Class 28 contains 49708 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121520.000000 Penalty: 100613.093750
Iteration 98Q: 31 clusters Score -1.371215e+08 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 44547 members 
Mstep: Class 3 contains 48796 members 
Mstep: Class 4 contains 44870 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25988 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44484 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 12 contains 56406 members 
Mstep: Class 13 contains 5637 members 
Mstep: Class 14 contains 52624 members 
Mstep: Class 15 contains 42738 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 33159 members 
Mstep: Class 18 contains 46237 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25795 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 50386 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 2610 members 
Mstep: Class 25 contains 4052 members 
Mstep: Class 26 contains 50703 members 
Mstep: Class 27 contains 4832 members 
Mstep: Class 28 contains 49758 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121776.000000 Penalty: 100613.093750
Iteration 99Q: 31 clusters Score -1.371218e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 44541 members 
Mstep: Class 3 contains 48803 members 
Mstep: Class 4 contains 44761 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25965 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44509 members 
Mstep: Class 11 contains 1195 members 
Mstep: Class 12 contains 56432 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 52649 members 
Mstep: Class 15 contains 42768 members 
Mstep: Class 16 contains 1507 members 
Mstep: Class 17 contains 33133 members 
Mstep: Class 18 contains 46208 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25815 members 
Mstep: Class 21 contains 4183 members 
Mstep: Class 22 contains 50355 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 2597 members 
Mstep: Class 25 contains 4071 members 
Mstep: Class 26 contains 50651 members 
Mstep: Class 27 contains 4843 members 
Mstep: Class 28 contains 49764 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121696.000000 Penalty: 100613.093750
Iteration 100F: 31 clusters Score -1.371217e+08 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 44557 members 
Mstep: Class 3 contains 48816 members 
Mstep: Class 4 contains 44667 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1121 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25939 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44512 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 56460 members 
Mstep: Class 13 contains 5707 members 
Mstep: Class 14 contains 52677 members 
Mstep: Class 15 contains 42796 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 33095 members 
Mstep: Class 18 contains 46170 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25834 members 
Mstep: Class 21 contains 4236 members 
Mstep: Class 22 contains 50328 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 2581 members 
Mstep: Class 25 contains 4094 members 
Mstep: Class 26 contains 50646 members 
Mstep: Class 27 contains 4852 members 
Mstep: Class 28 contains 49761 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122032.000000 Penalty: 100613.093750
Iteration 101Q: 31 clusters Score -1.37122e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 44552 members 
Mstep: Class 3 contains 48797 members 
Mstep: Class 4 contains 44598 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25905 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44562 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 56526 members 
Mstep: Class 13 contains 5735 members 
Mstep: Class 14 contains 52681 members 
Mstep: Class 15 contains 42820 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 33053 members 
Mstep: Class 18 contains 46126 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25855 members 
Mstep: Class 21 contains 4284 members 
Mstep: Class 22 contains 50314 members 
Mstep: Class 23 contains 5875 members 
Mstep: Class 24 contains 2563 members 
Mstep: Class 25 contains 4108 members 
Mstep: Class 26 contains 50613 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 49761 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121936.000000 Penalty: 100613.093750
Iteration 102Q: 31 clusters Score -1.371219e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 44568 members 
Mstep: Class 3 contains 48833 members 
Mstep: Class 4 contains 44559 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25865 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44562 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 56560 members 
Mstep: Class 13 contains 5758 members 
Mstep: Class 14 contains 52680 members 
Mstep: Class 15 contains 42809 members 
Mstep: Class 16 contains 1512 members 
Mstep: Class 17 contains 33023 members 
Mstep: Class 18 contains 46070 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25876 members 
Mstep: Class 21 contains 4329 members 
Mstep: Class 22 contains 50310 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 2548 members 
Mstep: Class 25 contains 4130 members 
Mstep: Class 26 contains 50554 members 
Mstep: Class 27 contains 4869 members 
Mstep: Class 28 contains 49767 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122176.000000 Penalty: 100613.093750
Iteration 103Q: 31 clusters Score -1.371222e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47102 members 
Mstep: Class 2 contains 44569 members 
Mstep: Class 3 contains 48834 members 
Mstep: Class 4 contains 44504 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1115 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25832 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44601 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 56601 members 
Mstep: Class 13 contains 5768 members 
Mstep: Class 14 contains 52712 members 
Mstep: Class 15 contains 42822 members 
Mstep: Class 16 contains 1516 members 
Mstep: Class 17 contains 33007 members 
Mstep: Class 18 contains 46021 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25891 members 
Mstep: Class 21 contains 4388 members 
Mstep: Class 22 contains 50310 members 
Mstep: Class 23 contains 5871 members 
Mstep: Class 24 contains 2538 members 
Mstep: Class 25 contains 4148 members 
Mstep: Class 26 contains 50523 members 
Mstep: Class 27 contains 4877 members 
Mstep: Class 28 contains 49763 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122480.000000 Penalty: 100613.093750
Iteration 104Q: 31 clusters Score -1.371225e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 44569 members 
Mstep: Class 3 contains 48827 members 
Mstep: Class 4 contains 44489 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25786 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44608 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 56648 members 
Mstep: Class 13 contains 5788 members 
Mstep: Class 14 contains 52694 members 
Mstep: Class 15 contains 42868 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 32995 members 
Mstep: Class 18 contains 45961 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25908 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 50295 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 2526 members 
Mstep: Class 25 contains 4160 members 
Mstep: Class 26 contains 50504 members 
Mstep: Class 27 contains 4888 members 
Mstep: Class 28 contains 49753 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122720.000000 Penalty: 100613.093750
Iteration 105Q: 31 clusters Score -1.371227e+08 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 44597 members 
Mstep: Class 3 contains 48870 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25735 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44628 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 56678 members 
Mstep: Class 13 contains 5820 members 
Mstep: Class 14 contains 52656 members 
Mstep: Class 15 contains 42862 members 
Mstep: Class 16 contains 1521 members 
Mstep: Class 17 contains 32981 members 
Mstep: Class 18 contains 45877 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25920 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 50279 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 2513 members 
Mstep: Class 25 contains 4173 members 
Mstep: Class 26 contains 50494 members 
Mstep: Class 27 contains 4898 members 
Mstep: Class 28 contains 49760 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122560.000000 Penalty: 100613.093750
Iteration 106Q: 31 clusters Score -1.371226e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 44609 members 
Mstep: Class 3 contains 48887 members 
Mstep: Class 4 contains 44436 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25698 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44603 members 
Mstep: Class 11 contains 1192 members 
Mstep: Class 12 contains 56706 members 
Mstep: Class 13 contains 5852 members 
Mstep: Class 14 contains 52643 members 
Mstep: Class 15 contains 42901 members 
Mstep: Class 16 contains 1522 members 
Mstep: Class 17 contains 32958 members 
Mstep: Class 18 contains 45782 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25928 members 
Mstep: Class 21 contains 4488 members 
Mstep: Class 22 contains 50251 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 2500 members 
Mstep: Class 25 contains 4183 members 
Mstep: Class 26 contains 50524 members 
Mstep: Class 27 contains 4913 members 
Mstep: Class 28 contains 49791 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122336.000000 Penalty: 100613.093750
Iteration 107Q: 31 clusters Score -1.371223e+08 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 44602 members 
Mstep: Class 3 contains 48941 members 
Mstep: Class 4 contains 44376 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25667 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44592 members 
Mstep: Class 11 contains 1191 members 
Mstep: Class 12 contains 56756 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 52656 members 
Mstep: Class 15 contains 42942 members 
Mstep: Class 16 contains 1523 members 
Mstep: Class 17 contains 32923 members 
Mstep: Class 18 contains 45707 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25942 members 
Mstep: Class 21 contains 4509 members 
Mstep: Class 22 contains 50240 members 
Mstep: Class 23 contains 5863 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 4191 members 
Mstep: Class 26 contains 50509 members 
Mstep: Class 27 contains 4929 members 
Mstep: Class 28 contains 49840 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122864.000000 Penalty: 100613.093750
Iteration 108Q: 31 clusters Score -1.371229e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 44604 members 
Mstep: Class 3 contains 48923 members 
Mstep: Class 4 contains 44317 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25633 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44621 members 
Mstep: Class 11 contains 1190 members 
Mstep: Class 12 contains 56780 members 
Mstep: Class 13 contains 5882 members 
Mstep: Class 14 contains 52690 members 
Mstep: Class 15 contains 42986 members 
Mstep: Class 16 contains 1524 members 
Mstep: Class 17 contains 32903 members 
Mstep: Class 18 contains 45636 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25962 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 50219 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 50502 members 
Mstep: Class 27 contains 4933 members 
Mstep: Class 28 contains 49895 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123296.000000 Penalty: 100613.093750
Iteration 109Q: 31 clusters Score -1.371233e+08 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 44575 members 
Mstep: Class 3 contains 48928 members 
Mstep: Class 4 contains 44266 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25613 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44597 members 
Mstep: Class 11 contains 1188 members 
Mstep: Class 12 contains 56747 members 
Mstep: Class 13 contains 5888 members 
Mstep: Class 14 contains 52731 members 
Mstep: Class 15 contains 43029 members 
Mstep: Class 16 contains 1526 members 
Mstep: Class 17 contains 32874 members 
Mstep: Class 18 contains 45620 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 25980 members 
Mstep: Class 21 contains 4548 members 
Mstep: Class 22 contains 50215 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 4199 members 
Mstep: Class 26 contains 50483 members 
Mstep: Class 27 contains 4937 members 
Mstep: Class 28 contains 49947 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123104.000000 Penalty: 100613.093750
Iteration 110Q: 31 clusters Score -1.371231e+08 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47036 members 
Mstep: Class 2 contains 44583 members 
Mstep: Class 3 contains 48902 members 
Mstep: Class 4 contains 44231 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25582 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44640 members 
Mstep: Class 11 contains 1183 members 
Mstep: Class 12 contains 56696 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 52750 members 
Mstep: Class 15 contains 43054 members 
Mstep: Class 16 contains 1529 members 
Mstep: Class 17 contains 32846 members 
Mstep: Class 18 contains 45599 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26012 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 50207 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 4207 members 
Mstep: Class 26 contains 50502 members 
Mstep: Class 27 contains 4946 members 
Mstep: Class 28 contains 49975 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123584.000000 Penalty: 100613.093750
Iteration 111Q: 31 clusters Score -1.371236e+08 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 44585 members 
Mstep: Class 3 contains 48891 members 
Mstep: Class 4 contains 44204 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25549 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44669 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 56679 members 
Mstep: Class 13 contains 5897 members 
Mstep: Class 14 contains 52774 members 
Mstep: Class 15 contains 43073 members 
Mstep: Class 16 contains 1533 members 
Mstep: Class 17 contains 32833 members 
Mstep: Class 18 contains 45557 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26034 members 
Mstep: Class 21 contains 4590 members 
Mstep: Class 22 contains 50203 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 2465 members 
Mstep: Class 25 contains 4218 members 
Mstep: Class 26 contains 50500 members 
Mstep: Class 27 contains 4953 members 
Mstep: Class 28 contains 49987 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123616.000000 Penalty: 100613.093750
Iteration 112Q: 31 clusters Score -1.371236e+08 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 44574 members 
Mstep: Class 3 contains 48873 members 
Mstep: Class 4 contains 44158 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25511 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44723 members 
Mstep: Class 11 contains 1179 members 
Mstep: Class 12 contains 56630 members 
Mstep: Class 13 contains 5908 members 
Mstep: Class 14 contains 52829 members 
Mstep: Class 15 contains 43087 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 32818 members 
Mstep: Class 18 contains 45511 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26052 members 
Mstep: Class 21 contains 4618 members 
Mstep: Class 22 contains 50198 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 2453 members 
Mstep: Class 25 contains 4225 members 
Mstep: Class 26 contains 50479 members 
Mstep: Class 27 contains 4955 members 
Mstep: Class 28 contains 50015 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123616.000000 Penalty: 100613.093750
Iteration 113Q: 31 clusters Score -1.371236e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 44586 members 
Mstep: Class 3 contains 48865 members 
Mstep: Class 4 contains 44122 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25483 members 
Mstep: Class 9 contains 1032 members 
Mstep: Class 10 contains 44769 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56610 members 
Mstep: Class 13 contains 5916 members 
Mstep: Class 14 contains 52868 members 
Mstep: Class 15 contains 43115 members 
Mstep: Class 16 contains 1536 members 
Mstep: Class 17 contains 32804 members 
Mstep: Class 18 contains 45489 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26066 members 
Mstep: Class 21 contains 4642 members 
Mstep: Class 22 contains 50172 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 2451 members 
Mstep: Class 25 contains 4233 members 
Mstep: Class 26 contains 50443 members 
Mstep: Class 27 contains 4959 members 
Mstep: Class 28 contains 50011 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124496.000000 Penalty: 100613.093750
Iteration 114Q: 31 clusters Score -1.371245e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 44607 members 
Mstep: Class 3 contains 48913 members 
Mstep: Class 4 contains 44096 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25456 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 44815 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56626 members 
Mstep: Class 13 contains 5930 members 
Mstep: Class 14 contains 52856 members 
Mstep: Class 15 contains 43126 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 32773 members 
Mstep: Class 18 contains 45464 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26075 members 
Mstep: Class 21 contains 4671 members 
Mstep: Class 22 contains 50132 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 2446 members 
Mstep: Class 25 contains 4240 members 
Mstep: Class 26 contains 50395 members 
Mstep: Class 27 contains 4961 members 
Mstep: Class 28 contains 50019 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124768.000000 Penalty: 100613.093750
Iteration 115Q: 31 clusters Score -1.371248e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 44660 members 
Mstep: Class 3 contains 48940 members 
Mstep: Class 4 contains 44056 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25428 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 44858 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56644 members 
Mstep: Class 13 contains 5938 members 
Mstep: Class 14 contains 52891 members 
Mstep: Class 15 contains 43149 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 32726 members 
Mstep: Class 18 contains 45453 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26092 members 
Mstep: Class 21 contains 4697 members 
Mstep: Class 22 contains 50105 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 2444 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 50313 members 
Mstep: Class 27 contains 4960 members 
Mstep: Class 28 contains 50005 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124816.000000 Penalty: 100613.093750
Iteration 116Q: 31 clusters Score -1.371248e+08 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 44675 members 
Mstep: Class 3 contains 48969 members 
Mstep: Class 4 contains 43998 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25393 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 44914 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56642 members 
Mstep: Class 13 contains 5944 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 43203 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 32684 members 
Mstep: Class 18 contains 45431 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26106 members 
Mstep: Class 21 contains 4722 members 
Mstep: Class 22 contains 50104 members 
Mstep: Class 23 contains 5880 members 
Mstep: Class 24 contains 2441 members 
Mstep: Class 25 contains 4258 members 
Mstep: Class 26 contains 50276 members 
Mstep: Class 27 contains 4965 members 
Mstep: Class 28 contains 49973 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125088.000000 Penalty: 100613.093750
Iteration 117Q: 31 clusters Score -1.371251e+08 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 44655 members 
Mstep: Class 3 contains 49015 members 
Mstep: Class 4 contains 43941 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25351 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 44982 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 56639 members 
Mstep: Class 13 contains 5948 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 43240 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 32633 members 
Mstep: Class 18 contains 45406 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26118 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 50093 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 2437 members 
Mstep: Class 25 contains 4265 members 
Mstep: Class 26 contains 50274 members 
Mstep: Class 27 contains 4974 members 
Mstep: Class 28 contains 49977 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125152.000000 Penalty: 100613.093750
Iteration 118Q: 31 clusters Score -1.371252e+08 nChanged 2610
Entering ConstructFrom: 
Score: -137125152.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (46961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Entering Unmasked Estep 
Score: -8778593.000000 Penalty: 2667.753906
	Iteration 0F: 2 clusters Score -8778593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -8747795.000000 Penalty: 5335.507812
	Iteration 0F: 3 clusters Score -8747795 nChanged 21720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8759921.000000 Penalty: 5335.507812
	Iteration 1F: 3 clusters Score -8759921 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -8760480.000000 Penalty: 5335.507812
	Iteration 2Q: 3 clusters Score -8760480 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8761086.000000 Penalty: 5335.507812
	Iteration 3Q: 3 clusters Score -8761086 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -8761828.000000 Penalty: 5335.507812
	Iteration 4Q: 3 clusters Score -8761828 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -8762701.000000 Penalty: 5335.507812
	Iteration 5Q: 3 clusters Score -8762701 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -8763796.000000 Penalty: 5335.507812
	Iteration 6Q: 3 clusters Score -8763796 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -8765126.000000 Penalty: 5335.507812
	Iteration 7Q: 3 clusters Score -8765126 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -8766779.000000 Penalty: 5335.507812
	Iteration 8F: 3 clusters Score -8766779 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8768787.000000 Penalty: 5335.507812
	Iteration 9F: 3 clusters Score -8768787 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -8770812.000000 Penalty: 5335.507812
	Iteration 10F: 3 clusters Score -8770812 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -8772327.000000 Penalty: 5335.507812
	Iteration 11F: 3 clusters Score -8772327 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8773168.000000 Penalty: 5335.507812
	Iteration 12Q: 3 clusters Score -8773168 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8773642.000000 Penalty: 5335.507812
	Iteration 13Q: 3 clusters Score -8773642 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -8773935.000000 Penalty: 5335.507812
	Iteration 14Q: 3 clusters Score -8773935 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -8774172.000000 Penalty: 5335.507812
	Iteration 15Q: 3 clusters Score -8774172 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27346 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8774461.000000 Penalty: 5335.507812
	Iteration 16Q: 3 clusters Score -8774461 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -8774737.000000 Penalty: 5335.507812
	Iteration 17Q: 3 clusters Score -8774737 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -8774978.000000 Penalty: 5335.507812
	Iteration 18Q: 3 clusters Score -8774978 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -8775213.000000 Penalty: 5335.507812
	Iteration 19Q: 3 clusters Score -8775213 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -8775415.000000 Penalty: 5335.507812
	Iteration 20F: 3 clusters Score -8775415 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -8775578.000000 Penalty: 5335.507812
	Iteration 21Q: 3 clusters Score -8775578 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -8775722.000000 Penalty: 5335.507812
	Iteration 22Q: 3 clusters Score -8775722 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -8775859.000000 Penalty: 5335.507812
	Iteration 23Q: 3 clusters Score -8775859 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -8775962.000000 Penalty: 5335.507812
	Iteration 24Q: 3 clusters Score -8775962 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -8776088.000000 Penalty: 5335.507812
	Iteration 25Q: 3 clusters Score -8776088 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -8776202.000000 Penalty: 5335.507812
	Iteration 26Q: 3 clusters Score -8776202 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -8776271.000000 Penalty: 5335.507812
	Iteration 27Q: 3 clusters Score -8776271 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8776384.000000 Penalty: 5335.507812
	Iteration 28Q: 3 clusters Score -8776384 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8776465.000000 Penalty: 5335.507812
	Iteration 29Q: 3 clusters Score -8776465 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8776526.000000 Penalty: 5335.507812
	Iteration 30Q: 3 clusters Score -8776526 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -8776644.000000 Penalty: 5335.507812
	Iteration 31Q: 3 clusters Score -8776644 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -8776714.000000 Penalty: 5335.507812
	Iteration 32Q: 3 clusters Score -8776714 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8776797.000000 Penalty: 5335.507812
	Iteration 33Q: 3 clusters Score -8776797 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37289 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -8776861.000000 Penalty: 5335.507812
	Iteration 34Q: 3 clusters Score -8776861 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8776959.000000 Penalty: 5335.507812
	Iteration 35Q: 3 clusters Score -8776959 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -8777060.000000 Penalty: 5335.507812
	Iteration 36Q: 3 clusters Score -8777060 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -8777112.000000 Penalty: 5335.507812
	Iteration 37Q: 3 clusters Score -8777112 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -8777167.000000 Penalty: 5335.507812
	Iteration 38Q: 3 clusters Score -8777167 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -8777210.000000 Penalty: 5335.507812
	Iteration 39Q: 3 clusters Score -8777210 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -8777241.000000 Penalty: 5335.507812
	Iteration 40F: 3 clusters Score -8777241 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -8777297.000000 Penalty: 5335.507812
	Iteration 41Q: 3 clusters Score -8777297 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -8777376.000000 Penalty: 5335.507812
	Iteration 42Q: 3 clusters Score -8777376 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -8777419.000000 Penalty: 5335.507812
	Iteration 43Q: 3 clusters Score -8777419 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -8777455.000000 Penalty: 5335.507812
	Iteration 44Q: 3 clusters Score -8777455 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -8777505.000000 Penalty: 5335.507812
	Iteration 45Q: 3 clusters Score -8777505 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -8777525.000000 Penalty: 5335.507812
	Iteration 46Q: 3 clusters Score -8777525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -8777552.000000 Penalty: 5335.507812
	Iteration 47Q: 3 clusters Score -8777552 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8777537.000000 Penalty: 5335.507812
	Iteration 48Q: 3 clusters Score -8777537 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8777508.000000 Penalty: 5335.507812
	Iteration 49Q: 3 clusters Score -8777508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -8777531.000000 Penalty: 5335.507812
	Iteration 50Q: 3 clusters Score -8777531 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8777552.000000 Penalty: 5335.507812
	Iteration 51Q: 3 clusters Score -8777552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -8777521.000000 Penalty: 5335.507812
	Iteration 52Q: 3 clusters Score -8777521 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8777523.000000 Penalty: 5335.507812
	Iteration 53Q: 3 clusters Score -8777523 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8777540.000000 Penalty: 5335.507812
	Iteration 54Q: 3 clusters Score -8777540 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8777538.000000 Penalty: 5335.507812
	Iteration 55Q: 3 clusters Score -8777538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8777534.000000 Penalty: 5335.507812
	Iteration 56Q: 3 clusters Score -8777534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8777547.000000 Penalty: 5335.507812
	Iteration 57Q: 3 clusters Score -8777547 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8777561.000000 Penalty: 5335.507812
	Iteration 58Q: 3 clusters Score -8777561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8777564.000000 Penalty: 5335.507812
	Iteration 59Q: 3 clusters Score -8777564 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8777557.000000 Penalty: 5335.507812
	Iteration 60F: 3 clusters Score -8777557 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -8777594.000000 Penalty: 5335.507812
	Iteration 61Q: 3 clusters Score -8777594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8777580.000000 Penalty: 5335.507812
	Iteration 62Q: 3 clusters Score -8777580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8777578.000000 Penalty: 5335.507812
	Iteration 63Q: 3 clusters Score -8777578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8777594.000000 Penalty: 5335.507812
	Iteration 64Q: 3 clusters Score -8777594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8777574.000000 Penalty: 5335.507812
	Iteration 65Q: 3 clusters Score -8777574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8777559.000000 Penalty: 5335.507812
	Iteration 66Q: 3 clusters Score -8777559 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8777564.000000 Penalty: 5335.507812
	Iteration 67Q: 3 clusters Score -8777564 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8777536.000000 Penalty: 5335.507812
	Iteration 68Q: 3 clusters Score -8777536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8777537.000000 Penalty: 5335.507812
	Iteration 69Q: 3 clusters Score -8777537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8777525.000000 Penalty: 5335.507812
	Iteration 70Q: 3 clusters Score -8777525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8777515.000000 Penalty: 5335.507812
	Iteration 71Q: 3 clusters Score -8777515 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8777510.000000 Penalty: 5335.507812
	Iteration 72Q: 3 clusters Score -8777510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8777509.000000 Penalty: 5335.507812
	Iteration 73Q: 3 clusters Score -8777509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8777515.000000 Penalty: 5335.507812
	Iteration 74Q: 3 clusters Score -8777515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8777496.000000 Penalty: 5335.507812
	Iteration 75Q: 3 clusters Score -8777496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8777498.000000 Penalty: 5335.507812
	Iteration 76Q: 3 clusters Score -8777498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8777490.000000 Penalty: 5335.507812
	Iteration 77Q: 3 clusters Score -8777490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8777482.000000 Penalty: 5335.507812
	Iteration 78Q: 3 clusters Score -8777482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8777477.000000 Penalty: 5335.507812
	Iteration 79Q: 3 clusters Score -8777477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8777483.000000 Penalty: 5335.507812
	Iteration 80F: 3 clusters Score -8777483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8777488.000000 Penalty: 5335.507812
	Iteration 81Q: 3 clusters Score -8777488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8777474.000000 Penalty: 5335.507812
	Iteration 82Q: 3 clusters Score -8777474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8777482.000000 Penalty: 5335.507812
	Iteration 83Q: 3 clusters Score -8777482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8777474.000000 Penalty: 5335.507812
	Iteration 84Q: 3 clusters Score -8777474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8777480.000000 Penalty: 5335.507812
	Iteration 85Q: 3 clusters Score -8777480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8777475.000000 Penalty: 5335.507812
	Iteration 86Q: 3 clusters Score -8777475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8777480.000000 Penalty: 5335.507812
	Iteration 87Q: 3 clusters Score -8777480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8777457.000000 Penalty: 5335.507812
	Iteration 88Q: 3 clusters Score -8777457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8777468.000000 Penalty: 5335.507812
	Iteration 89Q: 3 clusters Score -8777468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8777473.000000 Penalty: 5335.507812
	Iteration 90Q: 3 clusters Score -8777473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8777475.000000 Penalty: 5335.507812
	Iteration 91Q: 3 clusters Score -8777475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8777461.000000 Penalty: 5335.507812
	Iteration 92Q: 3 clusters Score -8777461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8777461.000000 Penalty: 5335.507812
	Iteration 93Q: 3 clusters Score -8777461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8777465.000000 Penalty: 5335.507812
	Iteration 94Q: 3 clusters Score -8777465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8777460.000000 Penalty: 5335.507812
	Iteration 95Q: 3 clusters Score -8777460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8777456.000000 Penalty: 5335.507812
	Iteration 96Q: 3 clusters Score -8777456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8777459.000000 Penalty: 5335.507812
	Iteration 97Q: 3 clusters Score -8777459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8777463.000000 Penalty: 5335.507812
	Iteration 98Q: 3 clusters Score -8777463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8777461.000000 Penalty: 5335.507812
	Iteration 99Q: 3 clusters Score -8777461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8777463.000000 Penalty: 5335.507812
	Iteration 100F: 3 clusters Score -8777463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8777466.000000 Penalty: 5335.507812
	Iteration 101Q: 3 clusters Score -8777466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8777459.000000 Penalty: 5335.507812
	Iteration 102Q: 3 clusters Score -8777459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8777463.000000 Penalty: 5335.507812
	Iteration 103Q: 3 clusters Score -8777463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8777461.000000 Penalty: 5335.507812
	Iteration 104Q: 3 clusters Score -8777461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8777468.000000 Penalty: 5335.507812
	Iteration 105Q: 3 clusters Score -8777468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8777468.000000 Penalty: 5335.507812
	Iteration 106F: 3 clusters Score -8777468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Entering Unmasked Estep 
Score: -8452191.000000 Penalty: 2655.033691
	Iteration 0F: 2 clusters Score -8452191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8423537.000000 Penalty: 5310.067383
	Iteration 0F: 3 clusters Score -8423537 nChanged 20396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -8434689.000000 Penalty: 5310.067383
	Iteration 1F: 3 clusters Score -8434689 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8435197.000000 Penalty: 5310.067383
	Iteration 2Q: 3 clusters Score -8435197 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8435731.000000 Penalty: 5310.067383
	Iteration 3Q: 3 clusters Score -8435731 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -8436384.000000 Penalty: 5310.067383
	Iteration 4Q: 3 clusters Score -8436384 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -8437122.000000 Penalty: 5310.067383
	Iteration 5Q: 3 clusters Score -8437122 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -8438088.000000 Penalty: 5310.067383
	Iteration 6F: 3 clusters Score -8438088 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8439635.000000 Penalty: 5310.067383
	Iteration 7F: 3 clusters Score -8439635 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -8441505.000000 Penalty: 5310.067383
	Iteration 8F: 3 clusters Score -8441505 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -8443827.000000 Penalty: 5310.067383
	Iteration 9F: 3 clusters Score -8443827 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8446145.000000 Penalty: 5310.067383
	Iteration 10F: 3 clusters Score -8446145 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8447771.000000 Penalty: 5310.067383
	Iteration 11F: 3 clusters Score -8447771 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8448834.000000 Penalty: 5310.067383
	Iteration 12Q: 3 clusters Score -8448834 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8449342.000000 Penalty: 5310.067383
	Iteration 13Q: 3 clusters Score -8449342 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8449677.000000 Penalty: 5310.067383
	Iteration 14Q: 3 clusters Score -8449677 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8449805.000000 Penalty: 5310.067383
	Iteration 15Q: 3 clusters Score -8449805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8449865.000000 Penalty: 5310.067383
	Iteration 16Q: 3 clusters Score -8449865 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8449917.000000 Penalty: 5310.067383
	Iteration 17Q: 3 clusters Score -8449917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8449933.000000 Penalty: 5310.067383
	Iteration 18Q: 3 clusters Score -8449933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8449935.000000 Penalty: 5310.067383
	Iteration 19Q: 3 clusters Score -8449935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8449943.000000 Penalty: 5310.067383
	Iteration 20F: 3 clusters Score -8449943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8449959.000000 Penalty: 5310.067383
	Iteration 21Q: 3 clusters Score -8449959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8449971.000000 Penalty: 5310.067383
	Iteration 22Q: 3 clusters Score -8449971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8449980.000000 Penalty: 5310.067383
	Iteration 23Q: 3 clusters Score -8449980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8449988.000000 Penalty: 5310.067383
	Iteration 24Q: 3 clusters Score -8449988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8449989.000000 Penalty: 5310.067383
	Iteration 25Q: 3 clusters Score -8449989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8449982.000000 Penalty: 5310.067383
	Iteration 26Q: 3 clusters Score -8449982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8449982.000000 Penalty: 5310.067383
	Iteration 27F: 3 clusters Score -8449982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Entering Unmasked Estep 
Score: -9262447.000000 Penalty: 2678.441406
	Iteration 0F: 2 clusters Score -9262447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -9232750.000000 Penalty: 5356.882812
	Iteration 0F: 3 clusters Score -9232750 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -9245508.000000 Penalty: 5356.882812
	Iteration 1F: 3 clusters Score -9245508 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -9246042.000000 Penalty: 5356.882812
	Iteration 2Q: 3 clusters Score -9246042 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -9246767.000000 Penalty: 5356.882812
	Iteration 3Q: 3 clusters Score -9246767 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -9247606.000000 Penalty: 5356.882812
	Iteration 4Q: 3 clusters Score -9247606 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -9248843.000000 Penalty: 5356.882812
	Iteration 5Q: 3 clusters Score -9248843 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -9250631.000000 Penalty: 5356.882812
	Iteration 6F: 3 clusters Score -9250631 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -9252994.000000 Penalty: 5356.882812
	Iteration 7F: 3 clusters Score -9252994 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -9255563.000000 Penalty: 5356.882812
	Iteration 8F: 3 clusters Score -9255563 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -9257918.000000 Penalty: 5356.882812
	Iteration 9F: 3 clusters Score -9257918 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -9259297.000000 Penalty: 5356.882812
	Iteration 10Q: 3 clusters Score -9259297 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9259886.000000 Penalty: 5356.882812
	Iteration 11Q: 3 clusters Score -9259886 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9260147.000000 Penalty: 5356.882812
	Iteration 12Q: 3 clusters Score -9260147 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9260245.000000 Penalty: 5356.882812
	Iteration 13Q: 3 clusters Score -9260245 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9260305.000000 Penalty: 5356.882812
	Iteration 14Q: 3 clusters Score -9260305 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9260335.000000 Penalty: 5356.882812
	Iteration 15Q: 3 clusters Score -9260335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9260365.000000 Penalty: 5356.882812
	Iteration 16Q: 3 clusters Score -9260365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9260393.000000 Penalty: 5356.882812
	Iteration 17Q: 3 clusters Score -9260393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9260378.000000 Penalty: 5356.882812
	Iteration 18Q: 3 clusters Score -9260378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9260376.000000 Penalty: 5356.882812
	Iteration 19Q: 3 clusters Score -9260376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9260382.000000 Penalty: 5356.882812
	Iteration 20F: 3 clusters Score -9260382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9260387.000000 Penalty: 5356.882812
	Iteration 21Q: 3 clusters Score -9260387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9260403.000000 Penalty: 5356.882812
	Iteration 22Q: 3 clusters Score -9260403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9260398.000000 Penalty: 5356.882812
	Iteration 23Q: 3 clusters Score -9260398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9260394.000000 Penalty: 5356.882812
	Iteration 24Q: 3 clusters Score -9260394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9260400.000000 Penalty: 5356.882812
	Iteration 25Q: 3 clusters Score -9260400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9260412.000000 Penalty: 5356.882812
	Iteration 26Q: 3 clusters Score -9260412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9260440.000000 Penalty: 5356.882812
	Iteration 27Q: 3 clusters Score -9260440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9260434.000000 Penalty: 5356.882812
	Iteration 28Q: 3 clusters Score -9260434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9260436.000000 Penalty: 5356.882812
	Iteration 29Q: 3 clusters Score -9260436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9260441.000000 Penalty: 5356.882812
	Iteration 30Q: 3 clusters Score -9260441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9260437.000000 Penalty: 5356.882812
	Iteration 31Q: 3 clusters Score -9260437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9260441.000000 Penalty: 5356.882812
	Iteration 32Q: 3 clusters Score -9260441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9260439.000000 Penalty: 5356.882812
	Iteration 33Q: 3 clusters Score -9260439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9260443.000000 Penalty: 5356.882812
	Iteration 34Q: 3 clusters Score -9260443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9260448.000000 Penalty: 5356.882812
	Iteration 35Q: 3 clusters Score -9260448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9260453.000000 Penalty: 5356.882812
	Iteration 36Q: 3 clusters Score -9260453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9260448.000000 Penalty: 5356.882812
	Iteration 37Q: 3 clusters Score -9260448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9260448.000000 Penalty: 5356.882812
	Iteration 38F: 3 clusters Score -9260448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Entering Unmasked Estep 
Score: -8142262.500000 Penalty: 2650.738281
	Iteration 0F: 2 clusters Score -8142262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8113117.500000 Penalty: 5301.476562
	Iteration 0F: 3 clusters Score -8113118 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8123968.000000 Penalty: 5301.476562
	Iteration 1F: 3 clusters Score -8123968 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8124415.000000 Penalty: 5301.476562
	Iteration 2Q: 3 clusters Score -8124415 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -8124839.500000 Penalty: 5301.476562
	Iteration 3Q: 3 clusters Score -8124840 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -8125275.500000 Penalty: 5301.476562
	Iteration 4Q: 3 clusters Score -8125276 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -8125923.000000 Penalty: 5301.476562
	Iteration 5Q: 3 clusters Score -8125923 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -8126868.500000 Penalty: 5301.476562
	Iteration 6Q: 3 clusters Score -8126868 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -8128217.000000 Penalty: 5301.476562
	Iteration 7F: 3 clusters Score -8128217 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8130375.500000 Penalty: 5301.476562
	Iteration 8F: 3 clusters Score -8130376 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8133139.000000 Penalty: 5301.476562
	Iteration 9F: 3 clusters Score -8133139 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8136051.500000 Penalty: 5301.476562
	Iteration 10F: 3 clusters Score -8136052 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8138056.000000 Penalty: 5301.476562
	Iteration 11Q: 3 clusters Score -8138056 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8139108.000000 Penalty: 5301.476562
	Iteration 12Q: 3 clusters Score -8139108 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8139571.000000 Penalty: 5301.476562
	Iteration 13Q: 3 clusters Score -8139571 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8139773.500000 Penalty: 5301.476562
	Iteration 14Q: 3 clusters Score -8139774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8139863.500000 Penalty: 5301.476562
	Iteration 15Q: 3 clusters Score -8139864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8139901.000000 Penalty: 5301.476562
	Iteration 16Q: 3 clusters Score -8139901 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8139930.500000 Penalty: 5301.476562
	Iteration 17Q: 3 clusters Score -8139930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8139951.000000 Penalty: 5301.476562
	Iteration 18Q: 3 clusters Score -8139951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8139959.000000 Penalty: 5301.476562
	Iteration 19Q: 3 clusters Score -8139959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8139969.000000 Penalty: 5301.476562
	Iteration 20F: 3 clusters Score -8139969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8139976.500000 Penalty: 5301.476562
	Iteration 21Q: 3 clusters Score -8139976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8139980.500000 Penalty: 5301.476562
	Iteration 22Q: 3 clusters Score -8139980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8139982.500000 Penalty: 5301.476562
	Iteration 23Q: 3 clusters Score -8139982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8139989.000000 Penalty: 5301.476562
	Iteration 24Q: 3 clusters Score -8139989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8139994.000000 Penalty: 5301.476562
	Iteration 25Q: 3 clusters Score -8139994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8139994.000000 Penalty: 5301.476562
	Iteration 26F: 3 clusters Score -8139994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110947.000000 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110947 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -111575.882812 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111575.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111832.562500 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111832.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111987.742188 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -111987.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112091.632812 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -112091.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112152.554688 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -112152.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112243.625000 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112243.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -112323.437500 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112323.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112366.484375 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112366.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -112398.187500 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112398.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112423.437500 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112423.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112445.718750 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112445.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112454.937500 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112471.804688 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112482.289062 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112482.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112483.601562 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -112483.601562 Penalty: 3305.546875
	Iteration 16F: 3 clusters Score -112483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Entering Unmasked Estep 
Score: -196302.484375 Penalty: 1739.004639
	Iteration 0F: 2 clusters Score -196302.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -194348.265625 Penalty: 3478.009277
	Iteration 0F: 3 clusters Score -194348.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -194807.906250 Penalty: 3478.009277
	Iteration 1F: 3 clusters Score -194807.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -195128.843750 Penalty: 3478.009277
	Iteration 2F: 3 clusters Score -195128.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -195351.546875 Penalty: 3478.009277
	Iteration 3F: 3 clusters Score -195351.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -195535.671875 Penalty: 3478.009277
	Iteration 4F: 3 clusters Score -195535.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195667.859375 Penalty: 3478.009277
	Iteration 5Q: 3 clusters Score -195667.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195813.640625 Penalty: 3478.009277
	Iteration 6Q: 3 clusters Score -195813.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -195942.000000 Penalty: 3478.009277
	Iteration 7Q: 3 clusters Score -195942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -196039.250000 Penalty: 3478.009277
	Iteration 8Q: 3 clusters Score -196039.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196115.578125 Penalty: 3478.009277
	Iteration 9Q: 3 clusters Score -196115.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -196192.062500 Penalty: 3478.009277
	Iteration 10Q: 3 clusters Score -196192.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196278.140625 Penalty: 3478.009277
	Iteration 11Q: 3 clusters Score -196278.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -196330.015625 Penalty: 3478.009277
	Iteration 12Q: 3 clusters Score -196330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -196381.453125 Penalty: 3478.009277
	Iteration 13Q: 3 clusters Score -196381.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -196476.406250 Penalty: 3478.009277
	Iteration 14Q: 3 clusters Score -196476.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -196544.656250 Penalty: 3478.009277
	Iteration 15Q: 3 clusters Score -196544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -196575.453125 Penalty: 3478.009277
	Iteration 16Q: 3 clusters Score -196575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -196587.937500 Penalty: 3478.009277
	Iteration 17Q: 3 clusters Score -196587.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -196589.484375 Penalty: 3478.009277
	Iteration 18Q: 3 clusters Score -196589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -196592.312500 Penalty: 3478.009277
	Iteration 19Q: 3 clusters Score -196592.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -196597.406250 Penalty: 3478.009277
	Iteration 20F: 3 clusters Score -196597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -196599.796875 Penalty: 3478.009277
	Iteration 21Q: 3 clusters Score -196599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -196601.906250 Penalty: 3478.009277
	Iteration 22Q: 3 clusters Score -196601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -196605.765625 Penalty: 3478.009277
	Iteration 23Q: 3 clusters Score -196605.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196606.937500 Penalty: 3478.009277
	Iteration 24Q: 3 clusters Score -196606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196606.937500 Penalty: 3478.009277
	Iteration 25F: 3 clusters Score -196606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 44613 members 
Mstep: Class 3 contains 49029 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 463 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56667 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 52948 members 
Mstep: Class 15 contains 43290 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 32575 members 
Mstep: Class 18 contains 45401 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26132 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 50081 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 2433 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 50323 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 50001 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48607 members 
Mstep: Class 31 contains 647 members 
Entering Unmasked Estep 
Score: -137123840.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137125152.000000 to -137123840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 367 members 
Entering Unmasked Estep 
Score: -87287.156250 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87287.16 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -87774.093750 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87774.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -87986.726562 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -87986.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88189.109375 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88189.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88306.359375 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88306.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88391.429688 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88391.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88430.726562 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88430.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88459.460938 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88459.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88489.320312 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88489.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -88526.851562 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88526.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88553.203125 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88553.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88574.507812 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88574.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88591.539062 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88591.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88603.890625 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -88603.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88614.007812 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -88614.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88616.343750 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -88616.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88616.343750 Penalty: 3268.789307
	Iteration 16F: 3 clusters Score -88616.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -4732749.500000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -4732750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4715221.500000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -4715222 nChanged 11245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4721472.500000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -4721472 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -4721937.000000 Penalty: 5029.098145
	Iteration 2F: 3 clusters Score -4721937 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -4722389.500000 Penalty: 5029.098145
	Iteration 3Q: 3 clusters Score -4722390 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4722833.500000 Penalty: 5029.098145
	Iteration 4Q: 3 clusters Score -4722834 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -4723391.500000 Penalty: 5029.098145
	Iteration 5Q: 3 clusters Score -4723392 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -4724030.500000 Penalty: 5029.098145
	Iteration 6Q: 3 clusters Score -4724030 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -4724881.500000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -4724882 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4725986.000000 Penalty: 5029.098145
	Iteration 8F: 3 clusters Score -4725986 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -4727210.500000 Penalty: 5029.098145
	Iteration 9F: 3 clusters Score -4727210 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4728223.500000 Penalty: 5029.098145
	Iteration 10Q: 3 clusters Score -4728224 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -4728901.500000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -4728902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4729310.000000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -4729310 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4729568.500000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -4729568 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -4729736.000000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -4729736 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -4729860.000000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -4729860 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -4729953.500000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -4729954 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -4730022.500000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -4730022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4730091.000000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -4730091 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4730168.500000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -4730168 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4730212.500000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -4730212 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4730242.500000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -4730242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4730258.500000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -4730258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -4730280.500000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -4730280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4730321.500000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -4730322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -4730334.500000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -4730334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -4730352.000000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -4730352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4730358.000000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -4730358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -4730367.000000 Penalty: 5029.098145
	Iteration 28Q: 3 clusters Score -4730367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -4730385.000000 Penalty: 5029.098145
	Iteration 29Q: 3 clusters Score -4730385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4730399.000000 Penalty: 5029.098145
	Iteration 30Q: 3 clusters Score -4730399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -4730416.000000 Penalty: 5029.098145
	Iteration 31Q: 3 clusters Score -4730416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -4730417.500000 Penalty: 5029.098145
	Iteration 32Q: 3 clusters Score -4730418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4730429.000000 Penalty: 5029.098145
	Iteration 33Q: 3 clusters Score -4730429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -4730437.000000 Penalty: 5029.098145
	Iteration 34Q: 3 clusters Score -4730437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -4730435.500000 Penalty: 5029.098145
	Iteration 35Q: 3 clusters Score -4730436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4730431.500000 Penalty: 5029.098145
	Iteration 36Q: 3 clusters Score -4730432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -4730440.500000 Penalty: 5029.098145
	Iteration 37Q: 3 clusters Score -4730440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4730449.500000 Penalty: 5029.098145
	Iteration 38Q: 3 clusters Score -4730450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -4730457.500000 Penalty: 5029.098145
	Iteration 39Q: 3 clusters Score -4730458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -4730458.000000 Penalty: 5029.098145
	Iteration 40F: 3 clusters Score -4730458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -4730467.500000 Penalty: 5029.098145
	Iteration 41Q: 3 clusters Score -4730468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -4730467.500000 Penalty: 5029.098145
	Iteration 42Q: 3 clusters Score -4730468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4730470.000000 Penalty: 5029.098145
	Iteration 43Q: 3 clusters Score -4730470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -4730470.500000 Penalty: 5029.098145
	Iteration 44Q: 3 clusters Score -4730470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -4730472.000000 Penalty: 5029.098145
	Iteration 45Q: 3 clusters Score -4730472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -4730473.500000 Penalty: 5029.098145
	Iteration 46Q: 3 clusters Score -4730474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -4730475.000000 Penalty: 5029.098145
	Iteration 47Q: 3 clusters Score -4730475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -4730481.000000 Penalty: 5029.098145
	Iteration 48Q: 3 clusters Score -4730481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4730482.000000 Penalty: 5029.098145
	Iteration 49Q: 3 clusters Score -4730482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -4730482.000000 Penalty: 5029.098145
	Iteration 50F: 3 clusters Score -4730482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -164422.578125 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -164422.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162507.593750 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -162507.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162985.640625 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -162985.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163323.968750 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -163324 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -163533.406250 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -163533.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -163695.750000 Penalty: 3440.426025
	Iteration 4F: 3 clusters Score -163695.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163796.828125 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -163796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163869.109375 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -163869.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -163935.625000 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -163935.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -163986.812500 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -163986.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -164009.640625 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -164009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -164020.093750 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -164020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -164027.296875 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -164027.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -164029.562500 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -164029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -164034.375000 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -164034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -164040.546875 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -164040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164048.546875 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -164048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -164051.281250 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -164051.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -164051.281250 Penalty: 3440.426025
	Iteration 17F: 3 clusters Score -164051.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Entering Unmasked Estep 
Score: -8379301.500000 Penalty: 2657.131592
	Iteration 0F: 2 clusters Score -8379302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8349293.500000 Penalty: 5314.263184
	Iteration 0F: 3 clusters Score -8349294 nChanged 20642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8360711.500000 Penalty: 5314.263184
	Iteration 1F: 3 clusters Score -8360712 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -8361326.500000 Penalty: 5314.263184
	Iteration 2Q: 3 clusters Score -8361326 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -8362083.500000 Penalty: 5314.263184
	Iteration 3Q: 3 clusters Score -8362084 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -8363080.000000 Penalty: 5314.263184
	Iteration 4F: 3 clusters Score -8363080 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -8364603.500000 Penalty: 5314.263184
	Iteration 5F: 3 clusters Score -8364604 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -8366742.500000 Penalty: 5314.263184
	Iteration 6F: 3 clusters Score -8366742 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -8369489.500000 Penalty: 5314.263184
	Iteration 7F: 3 clusters Score -8369490 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -8372373.000000 Penalty: 5314.263184
	Iteration 8F: 3 clusters Score -8372373 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -8374943.000000 Penalty: 5314.263184
	Iteration 9F: 3 clusters Score -8374943 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8376549.500000 Penalty: 5314.263184
	Iteration 10Q: 3 clusters Score -8376550 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8377221.500000 Penalty: 5314.263184
	Iteration 11Q: 3 clusters Score -8377222 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8377473.500000 Penalty: 5314.263184
	Iteration 12Q: 3 clusters Score -8377474 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8377556.000000 Penalty: 5314.263184
	Iteration 13Q: 3 clusters Score -8377556 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -8377604.500000 Penalty: 5314.263184
	Iteration 14Q: 3 clusters Score -8377604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -8377648.500000 Penalty: 5314.263184
	Iteration 15Q: 3 clusters Score -8377648 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -8377642.000000 Penalty: 5314.263184
	Iteration 16Q: 3 clusters Score -8377642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -8377659.000000 Penalty: 5314.263184
	Iteration 17Q: 3 clusters Score -8377659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8377666.000000 Penalty: 5314.263184
	Iteration 18Q: 3 clusters Score -8377666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -8377681.000000 Penalty: 5314.263184
	Iteration 19Q: 3 clusters Score -8377681 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8377702.000000 Penalty: 5314.263184
	Iteration 20F: 3 clusters Score -8377702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8377716.500000 Penalty: 5314.263184
	Iteration 21Q: 3 clusters Score -8377716 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8377739.500000 Penalty: 5314.263184
	Iteration 22Q: 3 clusters Score -8377740 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8377730.000000 Penalty: 5314.263184
	Iteration 23Q: 3 clusters Score -8377730 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -8377731.500000 Penalty: 5314.263184
	Iteration 24Q: 3 clusters Score -8377732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8377742.000000 Penalty: 5314.263184
	Iteration 25Q: 3 clusters Score -8377742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -8377748.000000 Penalty: 5314.263184
	Iteration 26Q: 3 clusters Score -8377748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8377755.500000 Penalty: 5314.263184
	Iteration 27Q: 3 clusters Score -8377756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -8377766.000000 Penalty: 5314.263184
	Iteration 28Q: 3 clusters Score -8377766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8377777.500000 Penalty: 5314.263184
	Iteration 29Q: 3 clusters Score -8377778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -8377787.000000 Penalty: 5314.263184
	Iteration 30Q: 3 clusters Score -8377787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8377793.500000 Penalty: 5314.263184
	Iteration 31Q: 3 clusters Score -8377794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -8377793.500000 Penalty: 5314.263184
	Iteration 32Q: 3 clusters Score -8377794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8377790.500000 Penalty: 5314.263184
	Iteration 33Q: 3 clusters Score -8377790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8377788.000000 Penalty: 5314.263184
	Iteration 34Q: 3 clusters Score -8377788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8377797.000000 Penalty: 5314.263184
	Iteration 35Q: 3 clusters Score -8377797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -8377793.500000 Penalty: 5314.263184
	Iteration 36Q: 3 clusters Score -8377794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8377799.500000 Penalty: 5314.263184
	Iteration 37Q: 3 clusters Score -8377800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8377795.000000 Penalty: 5314.263184
	Iteration 38Q: 3 clusters Score -8377795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -8377802.500000 Penalty: 5314.263184
	Iteration 39Q: 3 clusters Score -8377802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8377812.000000 Penalty: 5314.263184
	Iteration 40F: 3 clusters Score -8377812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8377812.000000 Penalty: 5314.263184
	Iteration 41Q: 3 clusters Score -8377812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -8377811.000000 Penalty: 5314.263184
	Iteration 42Q: 3 clusters Score -8377811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 43Q: 3 clusters Score -8377809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8377810.500000 Penalty: 5314.263184
	Iteration 44Q: 3 clusters Score -8377810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8377821.000000 Penalty: 5314.263184
	Iteration 45Q: 3 clusters Score -8377821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8377811.000000 Penalty: 5314.263184
	Iteration 46Q: 3 clusters Score -8377811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8377810.500000 Penalty: 5314.263184
	Iteration 47Q: 3 clusters Score -8377810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8377809.500000 Penalty: 5314.263184
	Iteration 48Q: 3 clusters Score -8377810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -8377804.500000 Penalty: 5314.263184
	Iteration 49Q: 3 clusters Score -8377804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -8377806.000000 Penalty: 5314.263184
	Iteration 50Q: 3 clusters Score -8377806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8377817.500000 Penalty: 5314.263184
	Iteration 51Q: 3 clusters Score -8377818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8377813.000000 Penalty: 5314.263184
	Iteration 52Q: 3 clusters Score -8377813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -8377803.000000 Penalty: 5314.263184
	Iteration 53Q: 3 clusters Score -8377803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8377802.500000 Penalty: 5314.263184
	Iteration 54Q: 3 clusters Score -8377802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -8377809.500000 Penalty: 5314.263184
	Iteration 55Q: 3 clusters Score -8377810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8377810.000000 Penalty: 5314.263184
	Iteration 56Q: 3 clusters Score -8377810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 57Q: 3 clusters Score -8377809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8377813.000000 Penalty: 5314.263184
	Iteration 58Q: 3 clusters Score -8377813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -8377813.500000 Penalty: 5314.263184
	Iteration 59Q: 3 clusters Score -8377814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8377814.500000 Penalty: 5314.263184
	Iteration 60F: 3 clusters Score -8377814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8377812.500000 Penalty: 5314.263184
	Iteration 61Q: 3 clusters Score -8377812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8377802.500000 Penalty: 5314.263184
	Iteration 62Q: 3 clusters Score -8377802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 63Q: 3 clusters Score -8377809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8377817.500000 Penalty: 5314.263184
	Iteration 64Q: 3 clusters Score -8377818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8377817.500000 Penalty: 5314.263184
	Iteration 65Q: 3 clusters Score -8377818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8377818.000000 Penalty: 5314.263184
	Iteration 66Q: 3 clusters Score -8377818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -8377816.000000 Penalty: 5314.263184
	Iteration 67Q: 3 clusters Score -8377816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8377812.000000 Penalty: 5314.263184
	Iteration 68Q: 3 clusters Score -8377812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8377805.500000 Penalty: 5314.263184
	Iteration 69Q: 3 clusters Score -8377806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8377805.000000 Penalty: 5314.263184
	Iteration 70Q: 3 clusters Score -8377805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8377807.000000 Penalty: 5314.263184
	Iteration 71Q: 3 clusters Score -8377807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -8377800.500000 Penalty: 5314.263184
	Iteration 72Q: 3 clusters Score -8377800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8377804.000000 Penalty: 5314.263184
	Iteration 73Q: 3 clusters Score -8377804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -8377804.000000 Penalty: 5314.263184
	Iteration 74Q: 3 clusters Score -8377804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -8377805.500000 Penalty: 5314.263184
	Iteration 75Q: 3 clusters Score -8377806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8377804.000000 Penalty: 5314.263184
	Iteration 76Q: 3 clusters Score -8377804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8377802.000000 Penalty: 5314.263184
	Iteration 77Q: 3 clusters Score -8377802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 78Q: 3 clusters Score -8377809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -8377804.500000 Penalty: 5314.263184
	Iteration 79Q: 3 clusters Score -8377804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -8377807.500000 Penalty: 5314.263184
	Iteration 80F: 3 clusters Score -8377808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 81Q: 3 clusters Score -8377809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -8377809.000000 Penalty: 5314.263184
	Iteration 82F: 3 clusters Score -8377809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -201273.468750 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -201273.5 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 593 members 
Entering Unmasked Estep 
Score: -199194.218750 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -199194.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -199510.890625 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -199510.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -199609.343750 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -199609.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -199647.125000 Penalty: 3507.500244
	Iteration 3Q: 3 clusters Score -199647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -199666.359375 Penalty: 3507.500244
	Iteration 4Q: 3 clusters Score -199666.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -199685.171875 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -199685.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -199705.156250 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -199705.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -199724.875000 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -199724.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -199745.500000 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -199745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -199757.453125 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -199757.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -199768.296875 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -199768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199773.656250 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -199773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199776.093750 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -199776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -199779.687500 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -199779.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -199779.687500 Penalty: 3507.500244
	Iteration 14F: 3 clusters Score -199779.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Entering Unmasked Estep 
Score: -10634474.000000 Penalty: 2714.346924
	Iteration 0F: 2 clusters Score -1.063447e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -10603320.000000 Penalty: 5428.693848
	Iteration 0F: 3 clusters Score -1.060332e+07 nChanged 26391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -10617868.000000 Penalty: 5428.693848
	Iteration 1F: 3 clusters Score -1.061787e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -10618325.000000 Penalty: 5428.693848
	Iteration 2Q: 3 clusters Score -1.061832e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -10618889.000000 Penalty: 5428.693848
	Iteration 3Q: 3 clusters Score -1.061889e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -10619600.000000 Penalty: 5428.693848
	Iteration 4Q: 3 clusters Score -1.06196e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -10620528.000000 Penalty: 5428.693848
	Iteration 5Q: 3 clusters Score -1.062053e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -10621815.000000 Penalty: 5428.693848
	Iteration 6Q: 3 clusters Score -1.062182e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -10623737.000000 Penalty: 5428.693848
	Iteration 7F: 3 clusters Score -1.062374e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -10626133.000000 Penalty: 5428.693848
	Iteration 8F: 3 clusters Score -1.062613e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -10628723.000000 Penalty: 5428.693848
	Iteration 9F: 3 clusters Score -1.062872e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 43108 members 
Entering Unmasked Estep 
Score: -10630797.000000 Penalty: 5428.693848
	Iteration 10F: 3 clusters Score -1.06308e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -10631924.000000 Penalty: 5428.693848
	Iteration 11Q: 3 clusters Score -1.063192e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -10632414.000000 Penalty: 5428.693848
	Iteration 12Q: 3 clusters Score -1.063241e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -10632690.000000 Penalty: 5428.693848
	Iteration 13Q: 3 clusters Score -1.063269e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -10632887.000000 Penalty: 5428.693848
	Iteration 14Q: 3 clusters Score -1.063289e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -10633158.000000 Penalty: 5428.693848
	Iteration 15Q: 3 clusters Score -1.063316e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -10633373.000000 Penalty: 5428.693848
	Iteration 16Q: 3 clusters Score -1.063337e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -10633547.000000 Penalty: 5428.693848
	Iteration 17Q: 3 clusters Score -1.063355e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -10633699.000000 Penalty: 5428.693848
	Iteration 18Q: 3 clusters Score -1.06337e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -10633856.000000 Penalty: 5428.693848
	Iteration 19Q: 3 clusters Score -1.063386e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -10633993.000000 Penalty: 5428.693848
	Iteration 20F: 3 clusters Score -1.063399e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -10634210.000000 Penalty: 5428.693848
	Iteration 21Q: 3 clusters Score -1.063421e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -10634447.000000 Penalty: 5428.693848
	Iteration 22Q: 3 clusters Score -1.063445e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -10634636.000000 Penalty: 5428.693848
	Iteration 23Q: 3 clusters Score -1.063464e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -10634804.000000 Penalty: 5428.693848
	Iteration 24Q: 3 clusters Score -1.06348e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -10634972.000000 Penalty: 5428.693848
	Iteration 25Q: 3 clusters Score -1.063497e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -10635113.000000 Penalty: 5428.693848
	Iteration 26Q: 3 clusters Score -1.063511e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -10635235.000000 Penalty: 5428.693848
	Iteration 27Q: 3 clusters Score -1.063524e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -10635340.000000 Penalty: 5428.693848
	Iteration 28Q: 3 clusters Score -1.063534e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -10635416.000000 Penalty: 5428.693848
	Iteration 29Q: 3 clusters Score -1.063542e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -10635467.000000 Penalty: 5428.693848
	Iteration 30Q: 3 clusters Score -1.063547e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -10635605.000000 Penalty: 5428.693848
	Iteration 31Q: 3 clusters Score -1.06356e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -10635657.000000 Penalty: 5428.693848
	Iteration 32Q: 3 clusters Score -1.063566e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -10635703.000000 Penalty: 5428.693848
	Iteration 33Q: 3 clusters Score -1.06357e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -10635786.000000 Penalty: 5428.693848
	Iteration 34Q: 3 clusters Score -1.063579e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -10635861.000000 Penalty: 5428.693848
	Iteration 35Q: 3 clusters Score -1.063586e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -10635879.000000 Penalty: 5428.693848
	Iteration 36Q: 3 clusters Score -1.063588e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -10635889.000000 Penalty: 5428.693848
	Iteration 37Q: 3 clusters Score -1.063589e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -10635916.000000 Penalty: 5428.693848
	Iteration 38Q: 3 clusters Score -1.063592e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -10635908.000000 Penalty: 5428.693848
	Iteration 39Q: 3 clusters Score -1.063591e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -10635999.000000 Penalty: 5428.693848
	Iteration 40F: 3 clusters Score -1.0636e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -10636042.000000 Penalty: 5428.693848
	Iteration 41Q: 3 clusters Score -1.063604e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -10636058.000000 Penalty: 5428.693848
	Iteration 42Q: 3 clusters Score -1.063606e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -10636128.000000 Penalty: 5428.693848
	Iteration 43Q: 3 clusters Score -1.063613e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -10636203.000000 Penalty: 5428.693848
	Iteration 44Q: 3 clusters Score -1.06362e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -10636244.000000 Penalty: 5428.693848
	Iteration 45Q: 3 clusters Score -1.063624e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -10636311.000000 Penalty: 5428.693848
	Iteration 46Q: 3 clusters Score -1.063631e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -10636347.000000 Penalty: 5428.693848
	Iteration 47Q: 3 clusters Score -1.063635e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -10636305.000000 Penalty: 5428.693848
	Iteration 48Q: 3 clusters Score -1.06363e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -10636329.000000 Penalty: 5428.693848
	Iteration 49Q: 3 clusters Score -1.063633e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -10636294.000000 Penalty: 5428.693848
	Iteration 50Q: 3 clusters Score -1.063629e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -10636322.000000 Penalty: 5428.693848
	Iteration 51Q: 3 clusters Score -1.063632e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -10636338.000000 Penalty: 5428.693848
	Iteration 52Q: 3 clusters Score -1.063634e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -10636328.000000 Penalty: 5428.693848
	Iteration 53Q: 3 clusters Score -1.063633e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -10636324.000000 Penalty: 5428.693848
	Iteration 54Q: 3 clusters Score -1.063632e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -10636294.000000 Penalty: 5428.693848
	Iteration 55Q: 3 clusters Score -1.063629e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -10636213.000000 Penalty: 5428.693848
	Iteration 56Q: 3 clusters Score -1.063621e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -10636164.000000 Penalty: 5428.693848
	Iteration 57Q: 3 clusters Score -1.063616e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -10636004.000000 Penalty: 5428.693848
	Iteration 58Q: 3 clusters Score -1.0636e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -10635860.000000 Penalty: 5428.693848
	Iteration 59Q: 3 clusters Score -1.063586e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -10635628.000000 Penalty: 5428.693848
	Iteration 60F: 3 clusters Score -1.063563e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -10635320.000000 Penalty: 5428.693848
	Iteration 61Q: 3 clusters Score -1.063532e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -10635020.000000 Penalty: 5428.693848
	Iteration 62Q: 3 clusters Score -1.063502e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -10634729.000000 Penalty: 5428.693848
	Iteration 63Q: 3 clusters Score -1.063473e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -10634287.000000 Penalty: 5428.693848
	Iteration 64Q: 3 clusters Score -1.063429e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -10634370.000000 Penalty: 5428.693848
	Iteration 65Q: 3 clusters Score -1.063437e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -10634511.000000 Penalty: 5428.693848
	Iteration 66Q: 3 clusters Score -1.063451e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -10634505.000000 Penalty: 5428.693848
	Iteration 67Q: 3 clusters Score -1.06345e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -10634408.000000 Penalty: 5428.693848
	Iteration 68Q: 3 clusters Score -1.063441e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -10634339.000000 Penalty: 5428.693848
	Iteration 69Q: 3 clusters Score -1.063434e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -10634305.000000 Penalty: 5428.693848
	Iteration 70Q: 3 clusters Score -1.06343e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -10634264.000000 Penalty: 5428.693848
	Iteration 71Q: 3 clusters Score -1.063426e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50576 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -10634182.000000 Penalty: 5428.693848
	Iteration 72Q: 3 clusters Score -1.063418e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -10634074.000000 Penalty: 5428.693848
	Iteration 73Q: 3 clusters Score -1.063407e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -10634060.000000 Penalty: 5428.693848
	Iteration 74Q: 3 clusters Score -1.063406e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -10634000.000000 Penalty: 5428.693848
	Iteration 75Q: 3 clusters Score -1.0634e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -10633969.000000 Penalty: 5428.693848
	Iteration 76Q: 3 clusters Score -1.063397e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51225 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -10633891.000000 Penalty: 5428.693848
	Iteration 77Q: 3 clusters Score -1.063389e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10633865.000000 Penalty: 5428.693848
	Iteration 78Q: 3 clusters Score -1.063386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -10633858.000000 Penalty: 5428.693848
	Iteration 79Q: 3 clusters Score -1.063386e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -10633828.000000 Penalty: 5428.693848
	Iteration 80F: 3 clusters Score -1.063383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -10633785.000000 Penalty: 5428.693848
	Iteration 81Q: 3 clusters Score -1.063378e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -10633749.000000 Penalty: 5428.693848
	Iteration 82Q: 3 clusters Score -1.063375e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -10633720.000000 Penalty: 5428.693848
	Iteration 83Q: 3 clusters Score -1.063372e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51772 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10633660.000000 Penalty: 5428.693848
	Iteration 84Q: 3 clusters Score -1.063366e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -10633583.000000 Penalty: 5428.693848
	Iteration 85Q: 3 clusters Score -1.063358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51918 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -10633523.000000 Penalty: 5428.693848
	Iteration 86Q: 3 clusters Score -1.063352e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -10633518.000000 Penalty: 5428.693848
	Iteration 87Q: 3 clusters Score -1.063352e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52058 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -10633468.000000 Penalty: 5428.693848
	Iteration 88Q: 3 clusters Score -1.063347e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -10633417.000000 Penalty: 5428.693848
	Iteration 89Q: 3 clusters Score -1.063342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -10633380.000000 Penalty: 5428.693848
	Iteration 90Q: 3 clusters Score -1.063338e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -10633339.000000 Penalty: 5428.693848
	Iteration 91Q: 3 clusters Score -1.063334e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52405 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10633335.000000 Penalty: 5428.693848
	Iteration 92Q: 3 clusters Score -1.063334e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -10633293.000000 Penalty: 5428.693848
	Iteration 93Q: 3 clusters Score -1.063329e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -10633265.000000 Penalty: 5428.693848
	Iteration 94Q: 3 clusters Score -1.063326e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -10633276.000000 Penalty: 5428.693848
	Iteration 95Q: 3 clusters Score -1.063328e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -10633228.000000 Penalty: 5428.693848
	Iteration 96Q: 3 clusters Score -1.063323e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -10633187.000000 Penalty: 5428.693848
	Iteration 97Q: 3 clusters Score -1.063319e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -10633161.000000 Penalty: 5428.693848
	Iteration 98Q: 3 clusters Score -1.063316e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53101 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -10633167.000000 Penalty: 5428.693848
	Iteration 99Q: 3 clusters Score -1.063317e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -10633121.000000 Penalty: 5428.693848
	Iteration 100F: 3 clusters Score -1.063312e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -10633114.000000 Penalty: 5428.693848
	Iteration 101Q: 3 clusters Score -1.063311e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -10633069.000000 Penalty: 5428.693848
	Iteration 102Q: 3 clusters Score -1.063307e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10633090.000000 Penalty: 5428.693848
	Iteration 103Q: 3 clusters Score -1.063309e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -10633061.000000 Penalty: 5428.693848
	Iteration 104Q: 3 clusters Score -1.063306e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -10633032.000000 Penalty: 5428.693848
	Iteration 105Q: 3 clusters Score -1.063303e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -10632980.000000 Penalty: 5428.693848
	Iteration 106Q: 3 clusters Score -1.063298e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -10632974.000000 Penalty: 5428.693848
	Iteration 107Q: 3 clusters Score -1.063297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -10632973.000000 Penalty: 5428.693848
	Iteration 108Q: 3 clusters Score -1.063297e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53836 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -10632949.000000 Penalty: 5428.693848
	Iteration 109Q: 3 clusters Score -1.063295e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -10632942.000000 Penalty: 5428.693848
	Iteration 110Q: 3 clusters Score -1.063294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10632926.000000 Penalty: 5428.693848
	Iteration 111Q: 3 clusters Score -1.063293e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -10632927.000000 Penalty: 5428.693848
	Iteration 112Q: 3 clusters Score -1.063293e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54035 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -10632906.000000 Penalty: 5428.693848
	Iteration 113Q: 3 clusters Score -1.063291e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -10632895.000000 Penalty: 5428.693848
	Iteration 114Q: 3 clusters Score -1.06329e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -10632890.000000 Penalty: 5428.693848
	Iteration 115Q: 3 clusters Score -1.063289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10632887.000000 Penalty: 5428.693848
	Iteration 116Q: 3 clusters Score -1.063289e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -10632895.000000 Penalty: 5428.693848
	Iteration 117Q: 3 clusters Score -1.06329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10632887.000000 Penalty: 5428.693848
	Iteration 118Q: 3 clusters Score -1.063289e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10632884.000000 Penalty: 5428.693848
	Iteration 119Q: 3 clusters Score -1.063288e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -10632878.000000 Penalty: 5428.693848
	Iteration 120F: 3 clusters Score -1.063288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10632867.000000 Penalty: 5428.693848
	Iteration 121Q: 3 clusters Score -1.063287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54308 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -10632873.000000 Penalty: 5428.693848
	Iteration 122Q: 3 clusters Score -1.063287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10632871.000000 Penalty: 5428.693848
	Iteration 123Q: 3 clusters Score -1.063287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10632866.000000 Penalty: 5428.693848
	Iteration 124Q: 3 clusters Score -1.063287e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -10632868.000000 Penalty: 5428.693848
	Iteration 125Q: 3 clusters Score -1.063287e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10632879.000000 Penalty: 5428.693848
	Iteration 126Q: 3 clusters Score -1.063288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10632865.000000 Penalty: 5428.693848
	Iteration 127Q: 3 clusters Score -1.063286e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -10632857.000000 Penalty: 5428.693848
	Iteration 128Q: 3 clusters Score -1.063286e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10632879.000000 Penalty: 5428.693848
	Iteration 129Q: 3 clusters Score -1.063288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10632873.000000 Penalty: 5428.693848
	Iteration 130Q: 3 clusters Score -1.063287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54468 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -10632875.000000 Penalty: 5428.693848
	Iteration 131Q: 3 clusters Score -1.063288e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10632872.000000 Penalty: 5428.693848
	Iteration 132Q: 3 clusters Score -1.063287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10632861.000000 Penalty: 5428.693848
	Iteration 133Q: 3 clusters Score -1.063286e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -10632868.000000 Penalty: 5428.693848
	Iteration 134Q: 3 clusters Score -1.063287e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10632859.000000 Penalty: 5428.693848
	Iteration 135Q: 3 clusters Score -1.063286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -10632865.000000 Penalty: 5428.693848
	Iteration 136Q: 3 clusters Score -1.063286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -10632865.000000 Penalty: 5428.693848
	Iteration 137Q: 3 clusters Score -1.063286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10632864.000000 Penalty: 5428.693848
	Iteration 138Q: 3 clusters Score -1.063286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -10632864.000000 Penalty: 5428.693848
	Iteration 139F: 3 clusters Score -1.063286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Entering Unmasked Estep 
Score: -1101689.250000 Penalty: 2155.987305
	Iteration 0F: 2 clusters Score -1101689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1096516.875000 Penalty: 4311.974609
	Iteration 0F: 3 clusters Score -1096517 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1097884.000000 Penalty: 4311.974609
	Iteration 1F: 3 clusters Score -1097884 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1098106.750000 Penalty: 4311.974609
	Iteration 2F: 3 clusters Score -1098107 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1098241.375000 Penalty: 4311.974609
	Iteration 3F: 3 clusters Score -1098241 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1098325.125000 Penalty: 4311.974609
	Iteration 4Q: 3 clusters Score -1098325 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1098373.000000 Penalty: 4311.974609
	Iteration 5Q: 3 clusters Score -1098373 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1098415.250000 Penalty: 4311.974609
	Iteration 6Q: 3 clusters Score -1098415 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1098449.875000 Penalty: 4311.974609
	Iteration 7Q: 3 clusters Score -1098450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1098481.750000 Penalty: 4311.974609
	Iteration 8Q: 3 clusters Score -1098482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1098505.125000 Penalty: 4311.974609
	Iteration 9Q: 3 clusters Score -1098505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1098524.250000 Penalty: 4311.974609
	Iteration 10Q: 3 clusters Score -1098524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1098537.250000 Penalty: 4311.974609
	Iteration 11Q: 3 clusters Score -1098537 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1098551.125000 Penalty: 4311.974609
	Iteration 12Q: 3 clusters Score -1098551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1098562.875000 Penalty: 4311.974609
	Iteration 13Q: 3 clusters Score -1098563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1098575.750000 Penalty: 4311.974609
	Iteration 14Q: 3 clusters Score -1098576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1098583.750000 Penalty: 4311.974609
	Iteration 15Q: 3 clusters Score -1098584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1098594.375000 Penalty: 4311.974609
	Iteration 16Q: 3 clusters Score -1098594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1098599.250000 Penalty: 4311.974609
	Iteration 17Q: 3 clusters Score -1098599 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1098616.750000 Penalty: 4311.974609
	Iteration 18Q: 3 clusters Score -1098617 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1098630.875000 Penalty: 4311.974609
	Iteration 19Q: 3 clusters Score -1098631 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1098642.500000 Penalty: 4311.974609
	Iteration 20F: 3 clusters Score -1098642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1098654.625000 Penalty: 4311.974609
	Iteration 21Q: 3 clusters Score -1098655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1098662.000000 Penalty: 4311.974609
	Iteration 22Q: 3 clusters Score -1098662 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1098674.875000 Penalty: 4311.974609
	Iteration 23Q: 3 clusters Score -1098675 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1098690.875000 Penalty: 4311.974609
	Iteration 24Q: 3 clusters Score -1098691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1098705.375000 Penalty: 4311.974609
	Iteration 25Q: 3 clusters Score -1098705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1098717.250000 Penalty: 4311.974609
	Iteration 26Q: 3 clusters Score -1098717 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1098736.250000 Penalty: 4311.974609
	Iteration 27Q: 3 clusters Score -1098736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1098760.125000 Penalty: 4311.974609
	Iteration 28Q: 3 clusters Score -1098760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1098788.000000 Penalty: 4311.974609
	Iteration 29Q: 3 clusters Score -1098788 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1098816.625000 Penalty: 4311.974609
	Iteration 30Q: 3 clusters Score -1098817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1098844.875000 Penalty: 4311.974609
	Iteration 31Q: 3 clusters Score -1098845 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1098876.875000 Penalty: 4311.974609
	Iteration 32Q: 3 clusters Score -1098877 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1098909.875000 Penalty: 4311.974609
	Iteration 33Q: 3 clusters Score -1098910 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1098954.250000 Penalty: 4311.974609
	Iteration 34Q: 3 clusters Score -1098954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1099004.875000 Penalty: 4311.974609
	Iteration 35Q: 3 clusters Score -1099005 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1099064.000000 Penalty: 4311.974609
	Iteration 36Q: 3 clusters Score -1099064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1099134.125000 Penalty: 4311.974609
	Iteration 37Q: 3 clusters Score -1099134 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1099206.750000 Penalty: 4311.974609
	Iteration 38Q: 3 clusters Score -1099207 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1099286.125000 Penalty: 4311.974609
	Iteration 39Q: 3 clusters Score -1099286 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1099360.875000 Penalty: 4311.974609
	Iteration 40F: 3 clusters Score -1099361 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1099425.000000 Penalty: 4311.974609
	Iteration 41Q: 3 clusters Score -1099425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1099472.500000 Penalty: 4311.974609
	Iteration 42Q: 3 clusters Score -1099472 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1099535.000000 Penalty: 4311.974609
	Iteration 43Q: 3 clusters Score -1099535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1099575.250000 Penalty: 4311.974609
	Iteration 44Q: 3 clusters Score -1099575 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1099604.750000 Penalty: 4311.974609
	Iteration 45Q: 3 clusters Score -1099605 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1099617.000000 Penalty: 4311.974609
	Iteration 46Q: 3 clusters Score -1099617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1099632.875000 Penalty: 4311.974609
	Iteration 47Q: 3 clusters Score -1099633 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1099650.375000 Penalty: 4311.974609
	Iteration 48Q: 3 clusters Score -1099650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1099666.250000 Penalty: 4311.974609
	Iteration 49Q: 3 clusters Score -1099666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1099684.875000 Penalty: 4311.974609
	Iteration 50Q: 3 clusters Score -1099685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1099696.875000 Penalty: 4311.974609
	Iteration 51Q: 3 clusters Score -1099697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1099709.125000 Penalty: 4311.974609
	Iteration 52Q: 3 clusters Score -1099709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1099713.875000 Penalty: 4311.974609
	Iteration 53Q: 3 clusters Score -1099714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1099722.125000 Penalty: 4311.974609
	Iteration 54Q: 3 clusters Score -1099722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1099728.625000 Penalty: 4311.974609
	Iteration 55Q: 3 clusters Score -1099729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1099735.125000 Penalty: 4311.974609
	Iteration 56Q: 3 clusters Score -1099735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1099746.375000 Penalty: 4311.974609
	Iteration 57Q: 3 clusters Score -1099746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1099751.375000 Penalty: 4311.974609
	Iteration 58Q: 3 clusters Score -1099751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1099750.750000 Penalty: 4311.974609
	Iteration 59Q: 3 clusters Score -1099751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1099752.375000 Penalty: 4311.974609
	Iteration 60F: 3 clusters Score -1099752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1099753.500000 Penalty: 4311.974609
	Iteration 61Q: 3 clusters Score -1099754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1099752.250000 Penalty: 4311.974609
	Iteration 62Q: 3 clusters Score -1099752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1099752.250000 Penalty: 4311.974609
	Iteration 63F: 3 clusters Score -1099752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Entering Unmasked Estep 
Score: -9928281.000000 Penalty: 2697.512207
	Iteration 0F: 2 clusters Score -9928281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -9896317.000000 Penalty: 5395.024414
	Iteration 0F: 3 clusters Score -9896317 nChanged 24628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9910070.000000 Penalty: 5395.024414
	Iteration 1F: 3 clusters Score -9910070 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -9910945.000000 Penalty: 5395.024414
	Iteration 2Q: 3 clusters Score -9910945 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -9912078.000000 Penalty: 5395.024414
	Iteration 3Q: 3 clusters Score -9912078 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -9913762.000000 Penalty: 5395.024414
	Iteration 4F: 3 clusters Score -9913762 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9916127.000000 Penalty: 5395.024414
	Iteration 5F: 3 clusters Score -9916127 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -9919071.000000 Penalty: 5395.024414
	Iteration 6F: 3 clusters Score -9919071 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 42815 members 
Entering Unmasked Estep 
Score: -9921827.000000 Penalty: 5395.024414
	Iteration 7F: 3 clusters Score -9921827 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -9923869.000000 Penalty: 5395.024414
	Iteration 8Q: 3 clusters Score -9923869 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -9925104.000000 Penalty: 5395.024414
	Iteration 9Q: 3 clusters Score -9925104 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -9925702.000000 Penalty: 5395.024414
	Iteration 10Q: 3 clusters Score -9925702 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -9926018.000000 Penalty: 5395.024414
	Iteration 11Q: 3 clusters Score -9926018 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9926211.000000 Penalty: 5395.024414
	Iteration 12Q: 3 clusters Score -9926211 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -9926335.000000 Penalty: 5395.024414
	Iteration 13Q: 3 clusters Score -9926335 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -9926382.000000 Penalty: 5395.024414
	Iteration 14Q: 3 clusters Score -9926382 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9926448.000000 Penalty: 5395.024414
	Iteration 15Q: 3 clusters Score -9926448 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -9926394.000000 Penalty: 5395.024414
	Iteration 16Q: 3 clusters Score -9926394 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 51298 members 
Entering Unmasked Estep 
Score: -9926426.000000 Penalty: 5395.024414
	Iteration 17Q: 3 clusters Score -9926426 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9926396.000000 Penalty: 5395.024414
	Iteration 18Q: 3 clusters Score -9926396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -9926380.000000 Penalty: 5395.024414
	Iteration 19Q: 3 clusters Score -9926380 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -9926374.000000 Penalty: 5395.024414
	Iteration 20F: 3 clusters Score -9926374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51719 members 
Entering Unmasked Estep 
Score: -9926377.000000 Penalty: 5395.024414
	Iteration 21Q: 3 clusters Score -9926377 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -9926386.000000 Penalty: 5395.024414
	Iteration 22Q: 3 clusters Score -9926386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -9926386.000000 Penalty: 5395.024414
	Iteration 23Q: 3 clusters Score -9926386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -9926393.000000 Penalty: 5395.024414
	Iteration 24Q: 3 clusters Score -9926393 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 51934 members 
Entering Unmasked Estep 
Score: -9926380.000000 Penalty: 5395.024414
	Iteration 25Q: 3 clusters Score -9926380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -9926374.000000 Penalty: 5395.024414
	Iteration 26Q: 3 clusters Score -9926374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -9926378.000000 Penalty: 5395.024414
	Iteration 27Q: 3 clusters Score -9926378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -9926377.000000 Penalty: 5395.024414
	Iteration 28Q: 3 clusters Score -9926377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -9926376.000000 Penalty: 5395.024414
	Iteration 29Q: 3 clusters Score -9926376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52039 members 
Entering Unmasked Estep 
Score: -9926382.000000 Penalty: 5395.024414
	Iteration 30Q: 3 clusters Score -9926382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 52048 members 
Entering Unmasked Estep 
Score: -9926362.000000 Penalty: 5395.024414
	Iteration 31Q: 3 clusters Score -9926362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -9926379.000000 Penalty: 5395.024414
	Iteration 32Q: 3 clusters Score -9926379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -9926359.000000 Penalty: 5395.024414
	Iteration 33Q: 3 clusters Score -9926359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 52071 members 
Entering Unmasked Estep 
Score: -9926367.000000 Penalty: 5395.024414
	Iteration 34Q: 3 clusters Score -9926367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -9926369.000000 Penalty: 5395.024414
	Iteration 35Q: 3 clusters Score -9926369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -9926373.000000 Penalty: 5395.024414
	Iteration 36Q: 3 clusters Score -9926373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -9926367.000000 Penalty: 5395.024414
	Iteration 37Q: 3 clusters Score -9926367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -9926366.000000 Penalty: 5395.024414
	Iteration 38Q: 3 clusters Score -9926366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -9926369.000000 Penalty: 5395.024414
	Iteration 39Q: 3 clusters Score -9926369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 52109 members 
Entering Unmasked Estep 
Score: -9926371.000000 Penalty: 5395.024414
	Iteration 40F: 3 clusters Score -9926371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -9926374.000000 Penalty: 5395.024414
	Iteration 41Q: 3 clusters Score -9926374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -9926379.000000 Penalty: 5395.024414
	Iteration 42Q: 3 clusters Score -9926379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 52135 members 
Entering Unmasked Estep 
Score: -9926376.000000 Penalty: 5395.024414
	Iteration 43Q: 3 clusters Score -9926376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9926388.000000 Penalty: 5395.024414
	Iteration 44Q: 3 clusters Score -9926388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 52143 members 
Entering Unmasked Estep 
Score: -9926378.000000 Penalty: 5395.024414
	Iteration 45Q: 3 clusters Score -9926378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -9926383.000000 Penalty: 5395.024414
	Iteration 46Q: 3 clusters Score -9926383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -9926385.000000 Penalty: 5395.024414
	Iteration 47Q: 3 clusters Score -9926385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -9926392.000000 Penalty: 5395.024414
	Iteration 48Q: 3 clusters Score -9926392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -9926398.000000 Penalty: 5395.024414
	Iteration 49Q: 3 clusters Score -9926398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -9926385.000000 Penalty: 5395.024414
	Iteration 50Q: 3 clusters Score -9926385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -9926382.000000 Penalty: 5395.024414
	Iteration 51Q: 3 clusters Score -9926382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9926399.000000 Penalty: 5395.024414
	Iteration 52Q: 3 clusters Score -9926399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -9926386.000000 Penalty: 5395.024414
	Iteration 53Q: 3 clusters Score -9926386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52183 members 
Entering Unmasked Estep 
Score: -9926387.000000 Penalty: 5395.024414
	Iteration 54Q: 3 clusters Score -9926387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 52186 members 
Entering Unmasked Estep 
Score: -9926388.000000 Penalty: 5395.024414
	Iteration 55Q: 3 clusters Score -9926388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -9926381.000000 Penalty: 5395.024414
	Iteration 56Q: 3 clusters Score -9926381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -9926384.000000 Penalty: 5395.024414
	Iteration 57Q: 3 clusters Score -9926384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52195 members 
Entering Unmasked Estep 
Score: -9926384.000000 Penalty: 5395.024414
	Iteration 58Q: 3 clusters Score -9926384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -9926380.000000 Penalty: 5395.024414
	Iteration 59Q: 3 clusters Score -9926380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -9926384.000000 Penalty: 5395.024414
	Iteration 60F: 3 clusters Score -9926384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Entering Unmasked Estep 
Score: -8048550.000000 Penalty: 2647.567871
	Iteration 0F: 2 clusters Score -8048550 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 21648 members 
Entering Unmasked Estep 
Score: -8019722.500000 Penalty: 5295.135742
	Iteration 0F: 3 clusters Score -8019722 nChanged 19971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -8030831.000000 Penalty: 5295.135742
	Iteration 1F: 3 clusters Score -8030831 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -8031813.000000 Penalty: 5295.135742
	Iteration 2Q: 3 clusters Score -8031813 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -8032989.000000 Penalty: 5295.135742
	Iteration 3F: 3 clusters Score -8032989 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -8034305.500000 Penalty: 5295.135742
	Iteration 4F: 3 clusters Score -8034306 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -8035864.500000 Penalty: 5295.135742
	Iteration 5F: 3 clusters Score -8035864 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8037474.500000 Penalty: 5295.135742
	Iteration 6F: 3 clusters Score -8037474 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -8039129.000000 Penalty: 5295.135742
	Iteration 7F: 3 clusters Score -8039129 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -8040659.500000 Penalty: 5295.135742
	Iteration 8F: 3 clusters Score -8040660 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -8041938.000000 Penalty: 5295.135742
	Iteration 9Q: 3 clusters Score -8041938 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -8042994.500000 Penalty: 5295.135742
	Iteration 10Q: 3 clusters Score -8042994 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -8043783.500000 Penalty: 5295.135742
	Iteration 11Q: 3 clusters Score -8043784 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -8044310.000000 Penalty: 5295.135742
	Iteration 12Q: 3 clusters Score -8044310 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8044740.500000 Penalty: 5295.135742
	Iteration 13Q: 3 clusters Score -8044740 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -8045101.000000 Penalty: 5295.135742
	Iteration 14Q: 3 clusters Score -8045101 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -8045411.000000 Penalty: 5295.135742
	Iteration 15Q: 3 clusters Score -8045411 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -8045713.500000 Penalty: 5295.135742
	Iteration 16Q: 3 clusters Score -8045714 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -8045892.500000 Penalty: 5295.135742
	Iteration 17Q: 3 clusters Score -8045892 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -8046123.500000 Penalty: 5295.135742
	Iteration 18Q: 3 clusters Score -8046124 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -8046257.000000 Penalty: 5295.135742
	Iteration 19Q: 3 clusters Score -8046257 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -8046404.000000 Penalty: 5295.135742
	Iteration 20F: 3 clusters Score -8046404 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -8046529.500000 Penalty: 5295.135742
	Iteration 21Q: 3 clusters Score -8046530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -8046604.500000 Penalty: 5295.135742
	Iteration 22Q: 3 clusters Score -8046604 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -8046680.500000 Penalty: 5295.135742
	Iteration 23Q: 3 clusters Score -8046680 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -8046716.500000 Penalty: 5295.135742
	Iteration 24Q: 3 clusters Score -8046716 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8046745.000000 Penalty: 5295.135742
	Iteration 25Q: 3 clusters Score -8046745 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -8046802.500000 Penalty: 5295.135742
	Iteration 26Q: 3 clusters Score -8046802 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -8046853.500000 Penalty: 5295.135742
	Iteration 27Q: 3 clusters Score -8046854 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -8046891.000000 Penalty: 5295.135742
	Iteration 28Q: 3 clusters Score -8046891 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8046928.500000 Penalty: 5295.135742
	Iteration 29Q: 3 clusters Score -8046928 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8046961.500000 Penalty: 5295.135742
	Iteration 30Q: 3 clusters Score -8046962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -8046964.000000 Penalty: 5295.135742
	Iteration 31Q: 3 clusters Score -8046964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8046983.500000 Penalty: 5295.135742
	Iteration 32Q: 3 clusters Score -8046984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8047021.000000 Penalty: 5295.135742
	Iteration 33Q: 3 clusters Score -8047021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -8047023.500000 Penalty: 5295.135742
	Iteration 34Q: 3 clusters Score -8047024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8047021.500000 Penalty: 5295.135742
	Iteration 35Q: 3 clusters Score -8047022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -8047036.500000 Penalty: 5295.135742
	Iteration 36Q: 3 clusters Score -8047036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8047047.500000 Penalty: 5295.135742
	Iteration 37Q: 3 clusters Score -8047048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8047053.500000 Penalty: 5295.135742
	Iteration 38Q: 3 clusters Score -8047054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -8047056.500000 Penalty: 5295.135742
	Iteration 39Q: 3 clusters Score -8047056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8047052.500000 Penalty: 5295.135742
	Iteration 40F: 3 clusters Score -8047052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -8047039.500000 Penalty: 5295.135742
	Iteration 41Q: 3 clusters Score -8047040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -8047049.500000 Penalty: 5295.135742
	Iteration 42Q: 3 clusters Score -8047050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -8047057.000000 Penalty: 5295.135742
	Iteration 43Q: 3 clusters Score -8047057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8047066.000000 Penalty: 5295.135742
	Iteration 44Q: 3 clusters Score -8047066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -8047065.500000 Penalty: 5295.135742
	Iteration 45Q: 3 clusters Score -8047066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -8047063.000000 Penalty: 5295.135742
	Iteration 46Q: 3 clusters Score -8047063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8047062.500000 Penalty: 5295.135742
	Iteration 47Q: 3 clusters Score -8047062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -8047070.000000 Penalty: 5295.135742
	Iteration 48Q: 3 clusters Score -8047070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -8047071.000000 Penalty: 5295.135742
	Iteration 49Q: 3 clusters Score -8047071 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8047080.000000 Penalty: 5295.135742
	Iteration 50Q: 3 clusters Score -8047080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8047086.000000 Penalty: 5295.135742
	Iteration 51Q: 3 clusters Score -8047086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8047087.500000 Penalty: 5295.135742
	Iteration 52Q: 3 clusters Score -8047088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8047085.500000 Penalty: 5295.135742
	Iteration 53Q: 3 clusters Score -8047086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8047094.000000 Penalty: 5295.135742
	Iteration 54Q: 3 clusters Score -8047094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -8047093.500000 Penalty: 5295.135742
	Iteration 55Q: 3 clusters Score -8047094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8047095.000000 Penalty: 5295.135742
	Iteration 56Q: 3 clusters Score -8047095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -8047102.000000 Penalty: 5295.135742
	Iteration 57Q: 3 clusters Score -8047102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8047096.500000 Penalty: 5295.135742
	Iteration 58Q: 3 clusters Score -8047096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -8047103.000000 Penalty: 5295.135742
	Iteration 59Q: 3 clusters Score -8047103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -8047100.500000 Penalty: 5295.135742
	Iteration 60F: 3 clusters Score -8047100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -8047109.500000 Penalty: 5295.135742
	Iteration 61Q: 3 clusters Score -8047110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -8047101.000000 Penalty: 5295.135742
	Iteration 62Q: 3 clusters Score -8047101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8047105.000000 Penalty: 5295.135742
	Iteration 63Q: 3 clusters Score -8047105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -8047105.000000 Penalty: 5295.135742
	Iteration 64Q: 3 clusters Score -8047105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8047107.500000 Penalty: 5295.135742
	Iteration 65Q: 3 clusters Score -8047108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -8047107.000000 Penalty: 5295.135742
	Iteration 66Q: 3 clusters Score -8047107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -8047107.000000 Penalty: 5295.135742
	Iteration 67F: 3 clusters Score -8047107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -272510.750000 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -272510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -270252.156250 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -270252.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -270723.968750 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -270724 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -270996.781250 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -270996.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -271133.156250 Penalty: 3641.375977
	Iteration 3F: 3 clusters Score -271133.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -271235.968750 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -271236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -271313.812500 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -271313.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -271359.218750 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -271359.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -271396.562500 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -271396.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -271428.843750 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -271428.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -271441.687500 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -271441.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -271451.250000 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -271451.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -271460.625000 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -271460.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -271465.625000 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -271465.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -271468.562500 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -271468.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -271472.218750 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -271472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -271476.531250 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -271476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -271481.125000 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -271481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -271485.718750 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -271485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -271491.468750 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -271491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -271491.750000 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -271491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -271492.562500 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -271492.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (32575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Entering Unmasked Estep 
Score: -6095137.500000 Penalty: 2577.042480
	Iteration 0F: 2 clusters Score -6095138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -6072994.000000 Penalty: 5154.084961
	Iteration 0F: 3 clusters Score -6072994 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -6080757.000000 Penalty: 5154.084961
	Iteration 1F: 3 clusters Score -6080757 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -6081236.000000 Penalty: 5154.084961
	Iteration 2Q: 3 clusters Score -6081236 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -6081646.000000 Penalty: 5154.084961
	Iteration 3Q: 3 clusters Score -6081646 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -6082168.500000 Penalty: 5154.084961
	Iteration 4Q: 3 clusters Score -6082168 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -6082772.000000 Penalty: 5154.084961
	Iteration 5Q: 3 clusters Score -6082772 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -6083672.000000 Penalty: 5154.084961
	Iteration 6F: 3 clusters Score -6083672 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -6084929.500000 Penalty: 5154.084961
	Iteration 7F: 3 clusters Score -6084930 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -6086738.000000 Penalty: 5154.084961
	Iteration 8F: 3 clusters Score -6086738 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -6088836.000000 Penalty: 5154.084961
	Iteration 9F: 3 clusters Score -6088836 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6090655.000000 Penalty: 5154.084961
	Iteration 10F: 3 clusters Score -6090655 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -6091784.500000 Penalty: 5154.084961
	Iteration 11Q: 3 clusters Score -6091784 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -6092362.000000 Penalty: 5154.084961
	Iteration 12Q: 3 clusters Score -6092362 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -6092634.000000 Penalty: 5154.084961
	Iteration 13Q: 3 clusters Score -6092634 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -6092784.000000 Penalty: 5154.084961
	Iteration 14Q: 3 clusters Score -6092784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6092857.000000 Penalty: 5154.084961
	Iteration 15Q: 3 clusters Score -6092857 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -6092924.500000 Penalty: 5154.084961
	Iteration 16Q: 3 clusters Score -6092924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -6092953.000000 Penalty: 5154.084961
	Iteration 17Q: 3 clusters Score -6092953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -6092968.500000 Penalty: 5154.084961
	Iteration 18Q: 3 clusters Score -6092968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6092973.000000 Penalty: 5154.084961
	Iteration 19Q: 3 clusters Score -6092973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6092975.000000 Penalty: 5154.084961
	Iteration 20F: 3 clusters Score -6092975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6092982.500000 Penalty: 5154.084961
	Iteration 21Q: 3 clusters Score -6092982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6092994.000000 Penalty: 5154.084961
	Iteration 22Q: 3 clusters Score -6092994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -6092995.000000 Penalty: 5154.084961
	Iteration 23Q: 3 clusters Score -6092995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6093003.500000 Penalty: 5154.084961
	Iteration 24Q: 3 clusters Score -6093004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6093002.000000 Penalty: 5154.084961
	Iteration 25Q: 3 clusters Score -6093002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -6093002.000000 Penalty: 5154.084961
	Iteration 26F: 3 clusters Score -6093002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Entering Unmasked Estep 
Score: -8405519.000000 Penalty: 2659.375732
	Iteration 0F: 2 clusters Score -8405519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -8375383.000000 Penalty: 5318.751465
	Iteration 0F: 3 clusters Score -8375383 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8386710.500000 Penalty: 5318.751465
	Iteration 1F: 3 clusters Score -8386710 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8387161.500000 Penalty: 5318.751465
	Iteration 2Q: 3 clusters Score -8387162 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8387488.000000 Penalty: 5318.751465
	Iteration 3Q: 3 clusters Score -8387488 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8387836.500000 Penalty: 5318.751465
	Iteration 4Q: 3 clusters Score -8387836 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -8388171.000000 Penalty: 5318.751465
	Iteration 5Q: 3 clusters Score -8388171 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -8388439.500000 Penalty: 5318.751465
	Iteration 6Q: 3 clusters Score -8388440 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8388745.000000 Penalty: 5318.751465
	Iteration 7Q: 3 clusters Score -8388745 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -8389172.000000 Penalty: 5318.751465
	Iteration 8Q: 3 clusters Score -8389172 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -8389800.000000 Penalty: 5318.751465
	Iteration 9Q: 3 clusters Score -8389800 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -8390826.000000 Penalty: 5318.751465
	Iteration 10Q: 3 clusters Score -8390826 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -8392464.000000 Penalty: 5318.751465
	Iteration 11F: 3 clusters Score -8392464 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8394648.000000 Penalty: 5318.751465
	Iteration 12F: 3 clusters Score -8394648 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8397358.000000 Penalty: 5318.751465
	Iteration 13F: 3 clusters Score -8397358 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8399779.000000 Penalty: 5318.751465
	Iteration 14F: 3 clusters Score -8399779 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8401448.000000 Penalty: 5318.751465
	Iteration 15Q: 3 clusters Score -8401448 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8402350.000000 Penalty: 5318.751465
	Iteration 16Q: 3 clusters Score -8402350 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8402810.000000 Penalty: 5318.751465
	Iteration 17Q: 3 clusters Score -8402810 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8403007.000000 Penalty: 5318.751465
	Iteration 18Q: 3 clusters Score -8403007 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8403095.000000 Penalty: 5318.751465
	Iteration 19Q: 3 clusters Score -8403095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8403146.000000 Penalty: 5318.751465
	Iteration 20F: 3 clusters Score -8403146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8403157.000000 Penalty: 5318.751465
	Iteration 21Q: 3 clusters Score -8403157 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8403167.000000 Penalty: 5318.751465
	Iteration 22Q: 3 clusters Score -8403167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8403183.000000 Penalty: 5318.751465
	Iteration 23Q: 3 clusters Score -8403183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8403194.000000 Penalty: 5318.751465
	Iteration 24Q: 3 clusters Score -8403194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8403194.000000 Penalty: 5318.751465
	Iteration 25Q: 3 clusters Score -8403194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8403205.000000 Penalty: 5318.751465
	Iteration 26Q: 3 clusters Score -8403205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8403205.000000 Penalty: 5318.751465
	Iteration 27Q: 3 clusters Score -8403205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8403212.000000 Penalty: 5318.751465
	Iteration 28Q: 3 clusters Score -8403212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8403213.000000 Penalty: 5318.751465
	Iteration 29Q: 3 clusters Score -8403213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8403212.000000 Penalty: 5318.751465
	Iteration 30Q: 3 clusters Score -8403212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8403223.000000 Penalty: 5318.751465
	Iteration 31Q: 3 clusters Score -8403223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8403223.000000 Penalty: 5318.751465
	Iteration 32Q: 3 clusters Score -8403223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8403223.000000 Penalty: 5318.751465
	Iteration 33F: 3 clusters Score -8403223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35899.277344 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35899.28 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -36273.113281 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36273.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36516.203125 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36516.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36626.785156 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -36626.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36665.867188 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36665.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36694.050781 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36694.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36710.636719 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36710.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -36713.007812 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36713.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36716.082031 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36716.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -36718.699219 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -36718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36721.761719 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -36721.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36721.761719 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -36721.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Entering Unmasked Estep 
Score: -4757401.500000 Penalty: 2522.386963
	Iteration 0F: 2 clusters Score -4757402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4739453.000000 Penalty: 5044.773926
	Iteration 0F: 3 clusters Score -4739453 nChanged 11669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -4745506.000000 Penalty: 5044.773926
	Iteration 1F: 3 clusters Score -4745506 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -4745907.000000 Penalty: 5044.773926
	Iteration 2Q: 3 clusters Score -4745907 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -4746298.500000 Penalty: 5044.773926
	Iteration 3Q: 3 clusters Score -4746298 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -4746729.500000 Penalty: 5044.773926
	Iteration 4Q: 3 clusters Score -4746730 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4747312.500000 Penalty: 5044.773926
	Iteration 5Q: 3 clusters Score -4747312 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4748120.500000 Penalty: 5044.773926
	Iteration 6F: 3 clusters Score -4748120 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -4749196.000000 Penalty: 5044.773926
	Iteration 7F: 3 clusters Score -4749196 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -4750617.500000 Penalty: 5044.773926
	Iteration 8F: 3 clusters Score -4750618 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4752176.500000 Penalty: 5044.773926
	Iteration 9F: 3 clusters Score -4752176 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4753483.000000 Penalty: 5044.773926
	Iteration 10F: 3 clusters Score -4753483 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -4754360.500000 Penalty: 5044.773926
	Iteration 11Q: 3 clusters Score -4754360 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -4754802.500000 Penalty: 5044.773926
	Iteration 12Q: 3 clusters Score -4754802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4755000.000000 Penalty: 5044.773926
	Iteration 13Q: 3 clusters Score -4755000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4755073.500000 Penalty: 5044.773926
	Iteration 14Q: 3 clusters Score -4755074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -4755117.000000 Penalty: 5044.773926
	Iteration 15Q: 3 clusters Score -4755117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4755143.000000 Penalty: 5044.773926
	Iteration 16Q: 3 clusters Score -4755143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4755167.000000 Penalty: 5044.773926
	Iteration 17Q: 3 clusters Score -4755167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -4755171.000000 Penalty: 5044.773926
	Iteration 18Q: 3 clusters Score -4755171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4755172.500000 Penalty: 5044.773926
	Iteration 19Q: 3 clusters Score -4755172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4755177.500000 Penalty: 5044.773926
	Iteration 20F: 3 clusters Score -4755178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4755188.500000 Penalty: 5044.773926
	Iteration 21Q: 3 clusters Score -4755188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -4755202.000000 Penalty: 5044.773926
	Iteration 22Q: 3 clusters Score -4755202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4755213.000000 Penalty: 5044.773926
	Iteration 23Q: 3 clusters Score -4755213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -4755219.500000 Penalty: 5044.773926
	Iteration 24Q: 3 clusters Score -4755220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4755223.500000 Penalty: 5044.773926
	Iteration 25Q: 3 clusters Score -4755224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4755224.500000 Penalty: 5044.773926
	Iteration 26Q: 3 clusters Score -4755224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4755230.000000 Penalty: 5044.773926
	Iteration 27Q: 3 clusters Score -4755230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -4755230.000000 Penalty: 5044.773926
	Iteration 28F: 3 clusters Score -4755230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -888937.375000 Penalty: 2099.804199
	Iteration 0F: 2 clusters Score -888937.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -884544.062500 Penalty: 4199.608398
	Iteration 0F: 3 clusters Score -884544.1 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -885495.375000 Penalty: 4199.608398
	Iteration 1F: 3 clusters Score -885495.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -885693.562500 Penalty: 4199.608398
	Iteration 2F: 3 clusters Score -885693.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -885843.687500 Penalty: 4199.608398
	Iteration 3F: 3 clusters Score -885843.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -885944.937500 Penalty: 4199.608398
	Iteration 4Q: 3 clusters Score -885944.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -886038.125000 Penalty: 4199.608398
	Iteration 5Q: 3 clusters Score -886038.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -886128.937500 Penalty: 4199.608398
	Iteration 6Q: 3 clusters Score -886128.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -886227.500000 Penalty: 4199.608398
	Iteration 7Q: 3 clusters Score -886227.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -886332.062500 Penalty: 4199.608398
	Iteration 8Q: 3 clusters Score -886332.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -886440.125000 Penalty: 4199.608398
	Iteration 9Q: 3 clusters Score -886440.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -886550.937500 Penalty: 4199.608398
	Iteration 10Q: 3 clusters Score -886550.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -886651.125000 Penalty: 4199.608398
	Iteration 11Q: 3 clusters Score -886651.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -886745.375000 Penalty: 4199.608398
	Iteration 12Q: 3 clusters Score -886745.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -886835.562500 Penalty: 4199.608398
	Iteration 13Q: 3 clusters Score -886835.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -886924.187500 Penalty: 4199.608398
	Iteration 14Q: 3 clusters Score -886924.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -886995.250000 Penalty: 4199.608398
	Iteration 15Q: 3 clusters Score -886995.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -887056.187500 Penalty: 4199.608398
	Iteration 16Q: 3 clusters Score -887056.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -887108.437500 Penalty: 4199.608398
	Iteration 17Q: 3 clusters Score -887108.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -887152.875000 Penalty: 4199.608398
	Iteration 18Q: 3 clusters Score -887152.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -887198.125000 Penalty: 4199.608398
	Iteration 19Q: 3 clusters Score -887198.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -887231.750000 Penalty: 4199.608398
	Iteration 20F: 3 clusters Score -887231.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -887255.187500 Penalty: 4199.608398
	Iteration 21Q: 3 clusters Score -887255.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -887273.250000 Penalty: 4199.608398
	Iteration 22Q: 3 clusters Score -887273.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -887289.437500 Penalty: 4199.608398
	Iteration 23Q: 3 clusters Score -887289.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -887301.812500 Penalty: 4199.608398
	Iteration 24Q: 3 clusters Score -887301.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -887312.875000 Penalty: 4199.608398
	Iteration 25Q: 3 clusters Score -887312.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -887319.375000 Penalty: 4199.608398
	Iteration 26Q: 3 clusters Score -887319.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -887324.750000 Penalty: 4199.608398
	Iteration 27Q: 3 clusters Score -887324.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -887331.437500 Penalty: 4199.608398
	Iteration 28Q: 3 clusters Score -887331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -887335.875000 Penalty: 4199.608398
	Iteration 29Q: 3 clusters Score -887335.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -887343.250000 Penalty: 4199.608398
	Iteration 30Q: 3 clusters Score -887343.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -887349.375000 Penalty: 4199.608398
	Iteration 31Q: 3 clusters Score -887349.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -887353.687500 Penalty: 4199.608398
	Iteration 32Q: 3 clusters Score -887353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -887354.812500 Penalty: 4199.608398
	Iteration 33Q: 3 clusters Score -887354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -887356.437500 Penalty: 4199.608398
	Iteration 34Q: 3 clusters Score -887356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -887359.562500 Penalty: 4199.608398
	Iteration 35Q: 3 clusters Score -887359.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -887361.750000 Penalty: 4199.608398
	Iteration 36Q: 3 clusters Score -887361.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -887365.562500 Penalty: 4199.608398
	Iteration 37Q: 3 clusters Score -887365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -887365.750000 Penalty: 4199.608398
	Iteration 38Q: 3 clusters Score -887365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -887367.437500 Penalty: 4199.608398
	Iteration 39Q: 3 clusters Score -887367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -887368.000000 Penalty: 4199.608398
	Iteration 40F: 3 clusters Score -887368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Entering Unmasked Estep 
Score: -9396092.000000 Penalty: 2683.706299
	Iteration 0F: 2 clusters Score -9396092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -9366711.000000 Penalty: 5367.412598
	Iteration 0F: 3 clusters Score -9366711 nChanged 22985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9379481.000000 Penalty: 5367.412598
	Iteration 1F: 3 clusters Score -9379481 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -9380069.000000 Penalty: 5367.412598
	Iteration 2Q: 3 clusters Score -9380069 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -9380849.000000 Penalty: 5367.412598
	Iteration 3Q: 3 clusters Score -9380849 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -9381760.000000 Penalty: 5367.412598
	Iteration 4Q: 3 clusters Score -9381760 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -9383092.000000 Penalty: 5367.412598
	Iteration 5F: 3 clusters Score -9383092 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -9385066.000000 Penalty: 5367.412598
	Iteration 6F: 3 clusters Score -9385066 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -9387565.000000 Penalty: 5367.412598
	Iteration 7F: 3 clusters Score -9387565 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -9390282.000000 Penalty: 5367.412598
	Iteration 8F: 3 clusters Score -9390282 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -9392471.000000 Penalty: 5367.412598
	Iteration 9F: 3 clusters Score -9392471 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -9393902.000000 Penalty: 5367.412598
	Iteration 10Q: 3 clusters Score -9393902 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -9394588.000000 Penalty: 5367.412598
	Iteration 11Q: 3 clusters Score -9394588 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -9394803.000000 Penalty: 5367.412598
	Iteration 12Q: 3 clusters Score -9394803 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 47415 members 
Entering Unmasked Estep 
Score: -9394831.000000 Penalty: 5367.412598
	Iteration 13Q: 3 clusters Score -9394831 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -9394758.000000 Penalty: 5367.412598
	Iteration 14Q: 3 clusters Score -9394758 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9394680.000000 Penalty: 5367.412598
	Iteration 15Q: 3 clusters Score -9394680 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -9394581.000000 Penalty: 5367.412598
	Iteration 16Q: 3 clusters Score -9394581 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -9394529.000000 Penalty: 5367.412598
	Iteration 17Q: 3 clusters Score -9394529 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49129 members 
Entering Unmasked Estep 
Score: -9394476.000000 Penalty: 5367.412598
	Iteration 18Q: 3 clusters Score -9394476 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -9394446.000000 Penalty: 5367.412598
	Iteration 19Q: 3 clusters Score -9394446 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9394455.000000 Penalty: 5367.412598
	Iteration 20F: 3 clusters Score -9394455 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -9394434.000000 Penalty: 5367.412598
	Iteration 21Q: 3 clusters Score -9394434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -9394440.000000 Penalty: 5367.412598
	Iteration 22Q: 3 clusters Score -9394440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -9394422.000000 Penalty: 5367.412598
	Iteration 23Q: 3 clusters Score -9394422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49437 members 
Entering Unmasked Estep 
Score: -9394424.000000 Penalty: 5367.412598
	Iteration 24Q: 3 clusters Score -9394424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -9394406.000000 Penalty: 5367.412598
	Iteration 25Q: 3 clusters Score -9394406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9394416.000000 Penalty: 5367.412598
	Iteration 26Q: 3 clusters Score -9394416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -9394404.000000 Penalty: 5367.412598
	Iteration 27Q: 3 clusters Score -9394404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9394407.000000 Penalty: 5367.412598
	Iteration 28Q: 3 clusters Score -9394407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -9394395.000000 Penalty: 5367.412598
	Iteration 29Q: 3 clusters Score -9394395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9394404.000000 Penalty: 5367.412598
	Iteration 30Q: 3 clusters Score -9394404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9394400.000000 Penalty: 5367.412598
	Iteration 31Q: 3 clusters Score -9394400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9394407.000000 Penalty: 5367.412598
	Iteration 32Q: 3 clusters Score -9394407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 49483 members 
Entering Unmasked Estep 
Score: -9394408.000000 Penalty: 5367.412598
	Iteration 33Q: 3 clusters Score -9394408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -9394405.000000 Penalty: 5367.412598
	Iteration 34Q: 3 clusters Score -9394405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -9394410.000000 Penalty: 5367.412598
	Iteration 35Q: 3 clusters Score -9394410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49488 members 
Entering Unmasked Estep 
Score: -9394410.000000 Penalty: 5367.412598
	Iteration 36F: 3 clusters Score -9394410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1099919.000000 Penalty: 2153.059082
	Iteration 0F: 2 clusters Score -1099919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1094848.375000 Penalty: 4306.118164
	Iteration 0F: 3 clusters Score -1094848 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1096120.125000 Penalty: 4306.118164
	Iteration 1F: 3 clusters Score -1096120 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1096369.750000 Penalty: 4306.118164
	Iteration 2F: 3 clusters Score -1096370 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1096521.250000 Penalty: 4306.118164
	Iteration 3F: 3 clusters Score -1096521 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1096632.750000 Penalty: 4306.118164
	Iteration 4Q: 3 clusters Score -1096633 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1096718.750000 Penalty: 4306.118164
	Iteration 5Q: 3 clusters Score -1096719 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1096779.625000 Penalty: 4306.118164
	Iteration 6Q: 3 clusters Score -1096780 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1096831.375000 Penalty: 4306.118164
	Iteration 7Q: 3 clusters Score -1096831 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1096878.125000 Penalty: 4306.118164
	Iteration 8Q: 3 clusters Score -1096878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1096913.375000 Penalty: 4306.118164
	Iteration 9Q: 3 clusters Score -1096913 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1096947.375000 Penalty: 4306.118164
	Iteration 10Q: 3 clusters Score -1096947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1096970.625000 Penalty: 4306.118164
	Iteration 11Q: 3 clusters Score -1096971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1096993.125000 Penalty: 4306.118164
	Iteration 12Q: 3 clusters Score -1096993 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1097025.000000 Penalty: 4306.118164
	Iteration 13Q: 3 clusters Score -1097025 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1097045.000000 Penalty: 4306.118164
	Iteration 14Q: 3 clusters Score -1097045 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1097068.125000 Penalty: 4306.118164
	Iteration 15Q: 3 clusters Score -1097068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1097082.875000 Penalty: 4306.118164
	Iteration 16Q: 3 clusters Score -1097083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1097103.000000 Penalty: 4306.118164
	Iteration 17Q: 3 clusters Score -1097103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1097122.875000 Penalty: 4306.118164
	Iteration 18Q: 3 clusters Score -1097123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1097138.375000 Penalty: 4306.118164
	Iteration 19Q: 3 clusters Score -1097138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1097151.625000 Penalty: 4306.118164
	Iteration 20F: 3 clusters Score -1097152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1097163.500000 Penalty: 4306.118164
	Iteration 21Q: 3 clusters Score -1097164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1097179.750000 Penalty: 4306.118164
	Iteration 22Q: 3 clusters Score -1097180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1097191.500000 Penalty: 4306.118164
	Iteration 23Q: 3 clusters Score -1097192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1097205.000000 Penalty: 4306.118164
	Iteration 24Q: 3 clusters Score -1097205 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1097218.250000 Penalty: 4306.118164
	Iteration 25Q: 3 clusters Score -1097218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1097228.125000 Penalty: 4306.118164
	Iteration 26Q: 3 clusters Score -1097228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1097235.500000 Penalty: 4306.118164
	Iteration 27Q: 3 clusters Score -1097236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1097241.625000 Penalty: 4306.118164
	Iteration 28Q: 3 clusters Score -1097242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1097250.750000 Penalty: 4306.118164
	Iteration 29Q: 3 clusters Score -1097251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1097260.500000 Penalty: 4306.118164
	Iteration 30Q: 3 clusters Score -1097260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1097266.500000 Penalty: 4306.118164
	Iteration 31Q: 3 clusters Score -1097266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1097275.250000 Penalty: 4306.118164
	Iteration 32Q: 3 clusters Score -1097275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1097285.000000 Penalty: 4306.118164
	Iteration 33Q: 3 clusters Score -1097285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1097292.875000 Penalty: 4306.118164
	Iteration 34Q: 3 clusters Score -1097293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1097302.125000 Penalty: 4306.118164
	Iteration 35Q: 3 clusters Score -1097302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1097314.000000 Penalty: 4306.118164
	Iteration 36Q: 3 clusters Score -1097314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1097323.750000 Penalty: 4306.118164
	Iteration 37Q: 3 clusters Score -1097324 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1097336.125000 Penalty: 4306.118164
	Iteration 38Q: 3 clusters Score -1097336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1097350.375000 Penalty: 4306.118164
	Iteration 39Q: 3 clusters Score -1097350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1097365.250000 Penalty: 4306.118164
	Iteration 40F: 3 clusters Score -1097365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1097387.875000 Penalty: 4306.118164
	Iteration 41Q: 3 clusters Score -1097388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1097412.375000 Penalty: 4306.118164
	Iteration 42Q: 3 clusters Score -1097412 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1097434.625000 Penalty: 4306.118164
	Iteration 43Q: 3 clusters Score -1097435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1097458.625000 Penalty: 4306.118164
	Iteration 44Q: 3 clusters Score -1097459 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1097482.000000 Penalty: 4306.118164
	Iteration 45Q: 3 clusters Score -1097482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1097506.125000 Penalty: 4306.118164
	Iteration 46Q: 3 clusters Score -1097506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1097536.375000 Penalty: 4306.118164
	Iteration 47Q: 3 clusters Score -1097536 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1097569.875000 Penalty: 4306.118164
	Iteration 48Q: 3 clusters Score -1097570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1097605.250000 Penalty: 4306.118164
	Iteration 49Q: 3 clusters Score -1097605 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1097635.250000 Penalty: 4306.118164
	Iteration 50Q: 3 clusters Score -1097635 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1097658.625000 Penalty: 4306.118164
	Iteration 51Q: 3 clusters Score -1097659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1097684.875000 Penalty: 4306.118164
	Iteration 52Q: 3 clusters Score -1097685 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1097707.250000 Penalty: 4306.118164
	Iteration 53Q: 3 clusters Score -1097707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1097732.500000 Penalty: 4306.118164
	Iteration 54Q: 3 clusters Score -1097732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1097756.375000 Penalty: 4306.118164
	Iteration 55Q: 3 clusters Score -1097756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1097783.125000 Penalty: 4306.118164
	Iteration 56Q: 3 clusters Score -1097783 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1097805.500000 Penalty: 4306.118164
	Iteration 57Q: 3 clusters Score -1097806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1097833.000000 Penalty: 4306.118164
	Iteration 58Q: 3 clusters Score -1097833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1097855.625000 Penalty: 4306.118164
	Iteration 59Q: 3 clusters Score -1097856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1097875.625000 Penalty: 4306.118164
	Iteration 60F: 3 clusters Score -1097876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1097896.625000 Penalty: 4306.118164
	Iteration 61Q: 3 clusters Score -1097897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1097911.625000 Penalty: 4306.118164
	Iteration 62Q: 3 clusters Score -1097912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1097927.750000 Penalty: 4306.118164
	Iteration 63Q: 3 clusters Score -1097928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1097947.250000 Penalty: 4306.118164
	Iteration 64Q: 3 clusters Score -1097947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1097967.375000 Penalty: 4306.118164
	Iteration 65Q: 3 clusters Score -1097967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1097981.000000 Penalty: 4306.118164
	Iteration 66Q: 3 clusters Score -1097981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1097997.875000 Penalty: 4306.118164
	Iteration 67Q: 3 clusters Score -1097998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1098007.500000 Penalty: 4306.118164
	Iteration 68Q: 3 clusters Score -1098008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1098020.625000 Penalty: 4306.118164
	Iteration 69Q: 3 clusters Score -1098021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1098032.375000 Penalty: 4306.118164
	Iteration 70Q: 3 clusters Score -1098032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1098043.125000 Penalty: 4306.118164
	Iteration 71Q: 3 clusters Score -1098043 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1098053.875000 Penalty: 4306.118164
	Iteration 72Q: 3 clusters Score -1098054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1098062.000000 Penalty: 4306.118164
	Iteration 73Q: 3 clusters Score -1098062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1098073.125000 Penalty: 4306.118164
	Iteration 74Q: 3 clusters Score -1098073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1098086.000000 Penalty: 4306.118164
	Iteration 75Q: 3 clusters Score -1098086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1098093.250000 Penalty: 4306.118164
	Iteration 76Q: 3 clusters Score -1098093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1098099.500000 Penalty: 4306.118164
	Iteration 77Q: 3 clusters Score -1098100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1098104.250000 Penalty: 4306.118164
	Iteration 78Q: 3 clusters Score -1098104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1098109.250000 Penalty: 4306.118164
	Iteration 79Q: 3 clusters Score -1098109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1098118.000000 Penalty: 4306.118164
	Iteration 80F: 3 clusters Score -1098118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1098127.625000 Penalty: 4306.118164
	Iteration 81Q: 3 clusters Score -1098128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1098138.500000 Penalty: 4306.118164
	Iteration 82Q: 3 clusters Score -1098138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1098148.125000 Penalty: 4306.118164
	Iteration 83Q: 3 clusters Score -1098148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1098151.125000 Penalty: 4306.118164
	Iteration 84Q: 3 clusters Score -1098151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1098161.125000 Penalty: 4306.118164
	Iteration 85Q: 3 clusters Score -1098161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1098165.000000 Penalty: 4306.118164
	Iteration 86Q: 3 clusters Score -1098165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1098171.000000 Penalty: 4306.118164
	Iteration 87Q: 3 clusters Score -1098171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1098174.625000 Penalty: 4306.118164
	Iteration 88Q: 3 clusters Score -1098175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1098178.625000 Penalty: 4306.118164
	Iteration 89Q: 3 clusters Score -1098179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1098185.750000 Penalty: 4306.118164
	Iteration 90Q: 3 clusters Score -1098186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1098193.125000 Penalty: 4306.118164
	Iteration 91Q: 3 clusters Score -1098193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1098196.000000 Penalty: 4306.118164
	Iteration 92Q: 3 clusters Score -1098196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1098199.750000 Penalty: 4306.118164
	Iteration 93Q: 3 clusters Score -1098200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1098200.000000 Penalty: 4306.118164
	Iteration 94Q: 3 clusters Score -1098200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1098201.875000 Penalty: 4306.118164
	Iteration 95Q: 3 clusters Score -1098202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1098203.250000 Penalty: 4306.118164
	Iteration 96Q: 3 clusters Score -1098203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1098202.250000 Penalty: 4306.118164
	Iteration 97Q: 3 clusters Score -1098202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1098204.875000 Penalty: 4306.118164
	Iteration 98Q: 3 clusters Score -1098205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1098204.625000 Penalty: 4306.118164
	Iteration 99Q: 3 clusters Score -1098205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1098204.250000 Penalty: 4306.118164
	Iteration 100F: 3 clusters Score -1098204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -430656.312500 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -430656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -427768.750000 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -427768.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -428310.843750 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -428310.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -428454.906250 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -428454.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -428553.562500 Penalty: 3867.252686
	Iteration 3Q: 3 clusters Score -428553.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -428619.250000 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -428619.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -428668.281250 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -428668.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -428706.968750 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -428707 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -428740.218750 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -428740.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -428769.000000 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -428769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -428795.718750 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -428795.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -428813.312500 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -428813.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -428832.593750 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -428832.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -428853.968750 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -428854 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -428874.156250 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -428874.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -428892.687500 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -428892.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -428904.218750 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -428904.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -428911.875000 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -428911.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -428921.156250 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -428921.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -428927.875000 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -428927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -428932.937500 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -428932.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -428937.750000 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -428937.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -428943.406250 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -428943.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -428950.312500 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -428950.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -428954.593750 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -428954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -428961.625000 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -428961.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -428970.250000 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -428970.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -428981.562500 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -428981.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -428992.031250 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -428992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -429001.343750 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -429001.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -429007.218750 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -429007.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -429016.156250 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -429016.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -429022.687500 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -429022.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -429029.031250 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -429029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -429036.468750 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -429036.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -429046.281250 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -429046.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -429053.656250 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -429053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -429061.312500 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -429061.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -429067.406250 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -429067.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -429072.593750 Penalty: 3867.252686
	Iteration 38Q: 3 clusters Score -429072.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -429077.062500 Penalty: 3867.252686
	Iteration 39Q: 3 clusters Score -429077.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -429080.281250 Penalty: 3867.252686
	Iteration 40F: 3 clusters Score -429080.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -429082.937500 Penalty: 3867.252686
	Iteration 41Q: 3 clusters Score -429082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -429084.718750 Penalty: 3867.252686
	Iteration 42Q: 3 clusters Score -429084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -429086.312500 Penalty: 3867.252686
	Iteration 43Q: 3 clusters Score -429086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -429088.718750 Penalty: 3867.252686
	Iteration 44Q: 3 clusters Score -429088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -429089.031250 Penalty: 3867.252686
	Iteration 45Q: 3 clusters Score -429089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -429089.375000 Penalty: 3867.252686
	Iteration 46Q: 3 clusters Score -429089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -429089.437500 Penalty: 3867.252686
	Iteration 47Q: 3 clusters Score -429089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -429089.437500 Penalty: 3867.252686
	Iteration 48F: 3 clusters Score -429089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -792868.687500 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -792868.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -788792.500000 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -788792.5 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -789685.125000 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -789685.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -789891.000000 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -789891 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -790007.937500 Penalty: 4146.479492
	Iteration 3Q: 3 clusters Score -790007.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -790105.687500 Penalty: 4146.479492
	Iteration 4Q: 3 clusters Score -790105.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -790169.062500 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -790169.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -790216.375000 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -790216.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -790260.875000 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -790260.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -790292.687500 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -790292.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -790324.125000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -790324.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -790352.875000 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -790352.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -790386.187500 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -790386.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -790413.750000 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -790413.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -790437.375000 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -790437.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -790454.187500 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -790454.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -790464.625000 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -790464.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -790474.937500 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -790474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -790485.187500 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -790485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -790495.000000 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -790495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -790505.187500 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -790505.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -790509.187500 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -790509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -790514.687500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -790514.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -790522.812500 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -790522.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -790530.375000 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -790530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -790537.062500 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -790537.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -790542.562500 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -790542.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -790549.375000 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -790549.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -790554.875000 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -790554.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -790558.687500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -790558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -790565.562500 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -790565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -790571.062500 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -790571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -790575.375000 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -790575.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -790578.812500 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -790578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -790585.562500 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -790585.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -790591.250000 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -790591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -790594.625000 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -790594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -790601.125000 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -790601.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -790602.312500 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -790602.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -790603.187500 Penalty: 4146.479492
	Iteration 38Q: 3 clusters Score -790603.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -790608.250000 Penalty: 4146.479492
	Iteration 39Q: 3 clusters Score -790608.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -790611.687500 Penalty: 4146.479492
	Iteration 40F: 3 clusters Score -790611.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -790617.125000 Penalty: 4146.479492
	Iteration 41Q: 3 clusters Score -790617.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -790622.500000 Penalty: 4146.479492
	Iteration 42Q: 3 clusters Score -790622.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -790631.375000 Penalty: 4146.479492
	Iteration 43Q: 3 clusters Score -790631.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -790641.750000 Penalty: 4146.479492
	Iteration 44Q: 3 clusters Score -790641.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -790649.687500 Penalty: 4146.479492
	Iteration 45Q: 3 clusters Score -790649.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -790655.437500 Penalty: 4146.479492
	Iteration 46Q: 3 clusters Score -790655.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -790662.062500 Penalty: 4146.479492
	Iteration 47Q: 3 clusters Score -790662.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -790664.437500 Penalty: 4146.479492
	Iteration 48Q: 3 clusters Score -790664.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -790670.437500 Penalty: 4146.479492
	Iteration 49Q: 3 clusters Score -790670.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -790671.812500 Penalty: 4146.479492
	Iteration 50Q: 3 clusters Score -790671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -790674.125000 Penalty: 4146.479492
	Iteration 51Q: 3 clusters Score -790674.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -790677.125000 Penalty: 4146.479492
	Iteration 52Q: 3 clusters Score -790677.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -790679.562500 Penalty: 4146.479492
	Iteration 53Q: 3 clusters Score -790679.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -790679.250000 Penalty: 4146.479492
	Iteration 54Q: 3 clusters Score -790679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -790682.187500 Penalty: 4146.479492
	Iteration 55Q: 3 clusters Score -790682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -790682.562500 Penalty: 4146.479492
	Iteration 56Q: 3 clusters Score -790682.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -790684.937500 Penalty: 4146.479492
	Iteration 57Q: 3 clusters Score -790684.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -790685.312500 Penalty: 4146.479492
	Iteration 58Q: 3 clusters Score -790685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -790685.750000 Penalty: 4146.479492
	Iteration 59Q: 3 clusters Score -790685.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -790687.937500 Penalty: 4146.479492
	Iteration 60F: 3 clusters Score -790687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -790690.000000 Penalty: 4146.479492
	Iteration 61Q: 3 clusters Score -790690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -790689.937500 Penalty: 4146.479492
	Iteration 62Q: 3 clusters Score -790689.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -790690.687500 Penalty: 4146.479492
	Iteration 63Q: 3 clusters Score -790690.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -790692.875000 Penalty: 4146.479492
	Iteration 64Q: 3 clusters Score -790692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -790692.250000 Penalty: 4146.479492
	Iteration 65Q: 3 clusters Score -790692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -790694.500000 Penalty: 4146.479492
	Iteration 66Q: 3 clusters Score -790694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -790695.437500 Penalty: 4146.479492
	Iteration 67Q: 3 clusters Score -790695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -790697.437500 Penalty: 4146.479492
	Iteration 68Q: 3 clusters Score -790697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -790701.312500 Penalty: 4146.479492
	Iteration 69Q: 3 clusters Score -790701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -790704.312500 Penalty: 4146.479492
	Iteration 70Q: 3 clusters Score -790704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -790706.812500 Penalty: 4146.479492
	Iteration 71Q: 3 clusters Score -790706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -790712.062500 Penalty: 4146.479492
	Iteration 72Q: 3 clusters Score -790712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -790715.937500 Penalty: 4146.479492
	Iteration 73Q: 3 clusters Score -790715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -790718.562500 Penalty: 4146.479492
	Iteration 74Q: 3 clusters Score -790718.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -790720.625000 Penalty: 4146.479492
	Iteration 75Q: 3 clusters Score -790720.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -790722.500000 Penalty: 4146.479492
	Iteration 76Q: 3 clusters Score -790722.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -790724.125000 Penalty: 4146.479492
	Iteration 77Q: 3 clusters Score -790724.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -790725.687500 Penalty: 4146.479492
	Iteration 78Q: 3 clusters Score -790725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -790730.812500 Penalty: 4146.479492
	Iteration 79Q: 3 clusters Score -790730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -790732.750000 Penalty: 4146.479492
	Iteration 80F: 3 clusters Score -790732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -790736.812500 Penalty: 4146.479492
	Iteration 81Q: 3 clusters Score -790736.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -790740.125000 Penalty: 4146.479492
	Iteration 82Q: 3 clusters Score -790740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -790744.875000 Penalty: 4146.479492
	Iteration 83Q: 3 clusters Score -790744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -790749.625000 Penalty: 4146.479492
	Iteration 84Q: 3 clusters Score -790749.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -790751.875000 Penalty: 4146.479492
	Iteration 85Q: 3 clusters Score -790751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -790753.375000 Penalty: 4146.479492
	Iteration 86Q: 3 clusters Score -790753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -790755.812500 Penalty: 4146.479492
	Iteration 87Q: 3 clusters Score -790755.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -790760.375000 Penalty: 4146.479492
	Iteration 88Q: 3 clusters Score -790760.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -790761.125000 Penalty: 4146.479492
	Iteration 89Q: 3 clusters Score -790761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -790763.562500 Penalty: 4146.479492
	Iteration 90Q: 3 clusters Score -790763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -790764.500000 Penalty: 4146.479492
	Iteration 91Q: 3 clusters Score -790764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -790766.312500 Penalty: 4146.479492
	Iteration 92Q: 3 clusters Score -790766.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -790768.000000 Penalty: 4146.479492
	Iteration 93Q: 3 clusters Score -790768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -790771.750000 Penalty: 4146.479492
	Iteration 94Q: 3 clusters Score -790771.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -790774.937500 Penalty: 4146.479492
	Iteration 95Q: 3 clusters Score -790774.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -790776.750000 Penalty: 4146.479492
	Iteration 96Q: 3 clusters Score -790776.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -790779.625000 Penalty: 4146.479492
	Iteration 97Q: 3 clusters Score -790779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -790781.250000 Penalty: 4146.479492
	Iteration 98Q: 3 clusters Score -790781.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -790787.187500 Penalty: 4146.479492
	Iteration 99Q: 3 clusters Score -790787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -790793.000000 Penalty: 4146.479492
	Iteration 100F: 3 clusters Score -790793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -790797.375000 Penalty: 4146.479492
	Iteration 101Q: 3 clusters Score -790797.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -790802.062500 Penalty: 4146.479492
	Iteration 102Q: 3 clusters Score -790802.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -790806.312500 Penalty: 4146.479492
	Iteration 103Q: 3 clusters Score -790806.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -790811.750000 Penalty: 4146.479492
	Iteration 104Q: 3 clusters Score -790811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -790814.812500 Penalty: 4146.479492
	Iteration 105Q: 3 clusters Score -790814.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -790819.812500 Penalty: 4146.479492
	Iteration 106Q: 3 clusters Score -790819.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -790824.375000 Penalty: 4146.479492
	Iteration 107Q: 3 clusters Score -790824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -790832.812500 Penalty: 4146.479492
	Iteration 108Q: 3 clusters Score -790832.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -790834.187500 Penalty: 4146.479492
	Iteration 109Q: 3 clusters Score -790834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -790838.812500 Penalty: 4146.479492
	Iteration 110Q: 3 clusters Score -790838.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -790841.625000 Penalty: 4146.479492
	Iteration 111Q: 3 clusters Score -790841.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -790845.375000 Penalty: 4146.479492
	Iteration 112Q: 3 clusters Score -790845.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -790848.812500 Penalty: 4146.479492
	Iteration 113Q: 3 clusters Score -790848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -790851.312500 Penalty: 4146.479492
	Iteration 114Q: 3 clusters Score -790851.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -790857.875000 Penalty: 4146.479492
	Iteration 115Q: 3 clusters Score -790857.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -790867.812500 Penalty: 4146.479492
	Iteration 116Q: 3 clusters Score -790867.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -790874.062500 Penalty: 4146.479492
	Iteration 117Q: 3 clusters Score -790874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -790880.375000 Penalty: 4146.479492
	Iteration 118Q: 3 clusters Score -790880.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -790886.687500 Penalty: 4146.479492
	Iteration 119Q: 3 clusters Score -790886.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -790891.812500 Penalty: 4146.479492
	Iteration 120F: 3 clusters Score -790891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -790899.250000 Penalty: 4146.479492
	Iteration 121Q: 3 clusters Score -790899.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -790902.062500 Penalty: 4146.479492
	Iteration 122Q: 3 clusters Score -790902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -790904.937500 Penalty: 4146.479492
	Iteration 123Q: 3 clusters Score -790904.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -790906.187500 Penalty: 4146.479492
	Iteration 124Q: 3 clusters Score -790906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -790907.250000 Penalty: 4146.479492
	Iteration 125Q: 3 clusters Score -790907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -790908.562500 Penalty: 4146.479492
	Iteration 126Q: 3 clusters Score -790908.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -790911.312500 Penalty: 4146.479492
	Iteration 127Q: 3 clusters Score -790911.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -790915.187500 Penalty: 4146.479492
	Iteration 128Q: 3 clusters Score -790915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -790918.250000 Penalty: 4146.479492
	Iteration 129Q: 3 clusters Score -790918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -790917.250000 Penalty: 4146.479492
	Iteration 130Q: 3 clusters Score -790917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -790918.062500 Penalty: 4146.479492
	Iteration 131Q: 3 clusters Score -790918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -790918.062500 Penalty: 4146.479492
	Iteration 132F: 3 clusters Score -790918.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Entering Unmasked Estep 
Score: -9482298.000000 Penalty: 2684.901855
	Iteration 0F: 2 clusters Score -9482298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -9451939.000000 Penalty: 5369.803711
	Iteration 0F: 3 clusters Score -9451939 nChanged 23343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -9464894.000000 Penalty: 5369.803711
	Iteration 1F: 3 clusters Score -9464894 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -9465538.000000 Penalty: 5369.803711
	Iteration 2Q: 3 clusters Score -9465538 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -9466138.000000 Penalty: 5369.803711
	Iteration 3Q: 3 clusters Score -9466138 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -9466798.000000 Penalty: 5369.803711
	Iteration 4Q: 3 clusters Score -9466798 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -9467569.000000 Penalty: 5369.803711
	Iteration 5Q: 3 clusters Score -9467569 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -9468591.000000 Penalty: 5369.803711
	Iteration 6Q: 3 clusters Score -9468591 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -9469954.000000 Penalty: 5369.803711
	Iteration 7Q: 3 clusters Score -9469954 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -9471916.000000 Penalty: 5369.803711
	Iteration 8F: 3 clusters Score -9471916 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -9474169.000000 Penalty: 5369.803711
	Iteration 9F: 3 clusters Score -9474169 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9475681.000000 Penalty: 5369.803711
	Iteration 10Q: 3 clusters Score -9475681 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -9476465.000000 Penalty: 5369.803711
	Iteration 11Q: 3 clusters Score -9476465 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -9476882.000000 Penalty: 5369.803711
	Iteration 12Q: 3 clusters Score -9476882 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -9477424.000000 Penalty: 5369.803711
	Iteration 13Q: 3 clusters Score -9477424 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -9477805.000000 Penalty: 5369.803711
	Iteration 14Q: 3 clusters Score -9477805 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -9478217.000000 Penalty: 5369.803711
	Iteration 15Q: 3 clusters Score -9478217 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -9478538.000000 Penalty: 5369.803711
	Iteration 16Q: 3 clusters Score -9478538 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -9478881.000000 Penalty: 5369.803711
	Iteration 17Q: 3 clusters Score -9478881 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -9479140.000000 Penalty: 5369.803711
	Iteration 18Q: 3 clusters Score -9479140 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -9479374.000000 Penalty: 5369.803711
	Iteration 19Q: 3 clusters Score -9479374 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -9479598.000000 Penalty: 5369.803711
	Iteration 20F: 3 clusters Score -9479598 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -9479824.000000 Penalty: 5369.803711
	Iteration 21Q: 3 clusters Score -9479824 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -9479995.000000 Penalty: 5369.803711
	Iteration 22Q: 3 clusters Score -9479995 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -9480097.000000 Penalty: 5369.803711
	Iteration 23Q: 3 clusters Score -9480097 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -9480182.000000 Penalty: 5369.803711
	Iteration 24Q: 3 clusters Score -9480182 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -9480279.000000 Penalty: 5369.803711
	Iteration 25Q: 3 clusters Score -9480279 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -9480356.000000 Penalty: 5369.803711
	Iteration 26Q: 3 clusters Score -9480356 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9480431.000000 Penalty: 5369.803711
	Iteration 27Q: 3 clusters Score -9480431 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -9480473.000000 Penalty: 5369.803711
	Iteration 28Q: 3 clusters Score -9480473 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -9480481.000000 Penalty: 5369.803711
	Iteration 29Q: 3 clusters Score -9480481 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -9480516.000000 Penalty: 5369.803711
	Iteration 30Q: 3 clusters Score -9480516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -9480559.000000 Penalty: 5369.803711
	Iteration 31Q: 3 clusters Score -9480559 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -9480551.000000 Penalty: 5369.803711
	Iteration 32Q: 3 clusters Score -9480551 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -9480568.000000 Penalty: 5369.803711
	Iteration 33Q: 3 clusters Score -9480568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -9480577.000000 Penalty: 5369.803711
	Iteration 34Q: 3 clusters Score -9480577 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -9480571.000000 Penalty: 5369.803711
	Iteration 35Q: 3 clusters Score -9480571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -9480553.000000 Penalty: 5369.803711
	Iteration 36Q: 3 clusters Score -9480553 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -9480580.000000 Penalty: 5369.803711
	Iteration 37Q: 3 clusters Score -9480580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -9480587.000000 Penalty: 5369.803711
	Iteration 38Q: 3 clusters Score -9480587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -9480587.000000 Penalty: 5369.803711
	Iteration 39Q: 3 clusters Score -9480587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -9480568.000000 Penalty: 5369.803711
	Iteration 40F: 3 clusters Score -9480568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -9480592.000000 Penalty: 5369.803711
	Iteration 41Q: 3 clusters Score -9480592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -9480607.000000 Penalty: 5369.803711
	Iteration 42Q: 3 clusters Score -9480607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -9480600.000000 Penalty: 5369.803711
	Iteration 43Q: 3 clusters Score -9480600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -9480600.000000 Penalty: 5369.803711
	Iteration 44Q: 3 clusters Score -9480600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9480601.000000 Penalty: 5369.803711
	Iteration 45Q: 3 clusters Score -9480601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9480600.000000 Penalty: 5369.803711
	Iteration 46Q: 3 clusters Score -9480600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -9480600.000000 Penalty: 5369.803711
	Iteration 47Q: 3 clusters Score -9480600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480598.000000 Penalty: 5369.803711
	Iteration 48Q: 3 clusters Score -9480598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480601.000000 Penalty: 5369.803711
	Iteration 49Q: 3 clusters Score -9480601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480601.000000 Penalty: 5369.803711
	Iteration 50Q: 3 clusters Score -9480601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 51Q: 3 clusters Score -9480595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 52Q: 3 clusters Score -9480595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9480601.000000 Penalty: 5369.803711
	Iteration 53Q: 3 clusters Score -9480601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -9480598.000000 Penalty: 5369.803711
	Iteration 54Q: 3 clusters Score -9480598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -9480602.000000 Penalty: 5369.803711
	Iteration 55Q: 3 clusters Score -9480602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9480597.000000 Penalty: 5369.803711
	Iteration 56Q: 3 clusters Score -9480597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9480601.000000 Penalty: 5369.803711
	Iteration 57Q: 3 clusters Score -9480601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9480592.000000 Penalty: 5369.803711
	Iteration 58Q: 3 clusters Score -9480592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -9480596.000000 Penalty: 5369.803711
	Iteration 59Q: 3 clusters Score -9480596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9480587.000000 Penalty: 5369.803711
	Iteration 60F: 3 clusters Score -9480587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 61Q: 3 clusters Score -9480595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -9480598.000000 Penalty: 5369.803711
	Iteration 62Q: 3 clusters Score -9480598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -9480594.000000 Penalty: 5369.803711
	Iteration 63Q: 3 clusters Score -9480594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9480603.000000 Penalty: 5369.803711
	Iteration 64Q: 3 clusters Score -9480603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -9480596.000000 Penalty: 5369.803711
	Iteration 65Q: 3 clusters Score -9480596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9480605.000000 Penalty: 5369.803711
	Iteration 66Q: 3 clusters Score -9480605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 67Q: 3 clusters Score -9480595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 68Q: 3 clusters Score -9480595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9480596.000000 Penalty: 5369.803711
	Iteration 69Q: 3 clusters Score -9480596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -9480594.000000 Penalty: 5369.803711
	Iteration 70Q: 3 clusters Score -9480594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -9480600.000000 Penalty: 5369.803711
	Iteration 71Q: 3 clusters Score -9480600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -9480603.000000 Penalty: 5369.803711
	Iteration 72Q: 3 clusters Score -9480603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -9480596.000000 Penalty: 5369.803711
	Iteration 73Q: 3 clusters Score -9480596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -9480592.000000 Penalty: 5369.803711
	Iteration 74Q: 3 clusters Score -9480592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 75Q: 3 clusters Score -9480595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -9480595.000000 Penalty: 5369.803711
	Iteration 76F: 3 clusters Score -9480595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -924134.812500 Penalty: 2111.518799
	Iteration 0F: 2 clusters Score -924134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -919652.875000 Penalty: 4223.037598
	Iteration 0F: 3 clusters Score -919652.9 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -920733.937500 Penalty: 4223.037598
	Iteration 1F: 3 clusters Score -920733.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -920939.750000 Penalty: 4223.037598
	Iteration 2F: 3 clusters Score -920939.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -921041.312500 Penalty: 4223.037598
	Iteration 3Q: 3 clusters Score -921041.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -921106.875000 Penalty: 4223.037598
	Iteration 4Q: 3 clusters Score -921106.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -921157.062500 Penalty: 4223.037598
	Iteration 5Q: 3 clusters Score -921157.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -921195.375000 Penalty: 4223.037598
	Iteration 6Q: 3 clusters Score -921195.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -921234.375000 Penalty: 4223.037598
	Iteration 7Q: 3 clusters Score -921234.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -921273.750000 Penalty: 4223.037598
	Iteration 8Q: 3 clusters Score -921273.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -921316.625000 Penalty: 4223.037598
	Iteration 9Q: 3 clusters Score -921316.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -921350.312500 Penalty: 4223.037598
	Iteration 10Q: 3 clusters Score -921350.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -921379.000000 Penalty: 4223.037598
	Iteration 11Q: 3 clusters Score -921379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -921404.375000 Penalty: 4223.037598
	Iteration 12Q: 3 clusters Score -921404.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -921427.312500 Penalty: 4223.037598
	Iteration 13Q: 3 clusters Score -921427.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -921445.937500 Penalty: 4223.037598
	Iteration 14Q: 3 clusters Score -921445.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -921468.687500 Penalty: 4223.037598
	Iteration 15Q: 3 clusters Score -921468.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -921491.125000 Penalty: 4223.037598
	Iteration 16Q: 3 clusters Score -921491.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -921514.937500 Penalty: 4223.037598
	Iteration 17Q: 3 clusters Score -921514.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -921536.250000 Penalty: 4223.037598
	Iteration 18Q: 3 clusters Score -921536.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -921563.687500 Penalty: 4223.037598
	Iteration 19Q: 3 clusters Score -921563.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -921591.062500 Penalty: 4223.037598
	Iteration 20F: 3 clusters Score -921591.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -921617.250000 Penalty: 4223.037598
	Iteration 21Q: 3 clusters Score -921617.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -921649.250000 Penalty: 4223.037598
	Iteration 22Q: 3 clusters Score -921649.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -921697.750000 Penalty: 4223.037598
	Iteration 23Q: 3 clusters Score -921697.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -921741.375000 Penalty: 4223.037598
	Iteration 24Q: 3 clusters Score -921741.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -921786.750000 Penalty: 4223.037598
	Iteration 25Q: 3 clusters Score -921786.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -921830.500000 Penalty: 4223.037598
	Iteration 26Q: 3 clusters Score -921830.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -921878.562500 Penalty: 4223.037598
	Iteration 27Q: 3 clusters Score -921878.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -921931.437500 Penalty: 4223.037598
	Iteration 28Q: 3 clusters Score -921931.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -921981.875000 Penalty: 4223.037598
	Iteration 29Q: 3 clusters Score -921981.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -922034.875000 Penalty: 4223.037598
	Iteration 30Q: 3 clusters Score -922034.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -922090.125000 Penalty: 4223.037598
	Iteration 31Q: 3 clusters Score -922090.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -922144.437500 Penalty: 4223.037598
	Iteration 32Q: 3 clusters Score -922144.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -922181.187500 Penalty: 4223.037598
	Iteration 33Q: 3 clusters Score -922181.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -922212.625000 Penalty: 4223.037598
	Iteration 34Q: 3 clusters Score -922212.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -922234.687500 Penalty: 4223.037598
	Iteration 35Q: 3 clusters Score -922234.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -922254.937500 Penalty: 4223.037598
	Iteration 36Q: 3 clusters Score -922254.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -922266.687500 Penalty: 4223.037598
	Iteration 37Q: 3 clusters Score -922266.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -922279.812500 Penalty: 4223.037598
	Iteration 38Q: 3 clusters Score -922279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -922287.562500 Penalty: 4223.037598
	Iteration 39Q: 3 clusters Score -922287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -922298.250000 Penalty: 4223.037598
	Iteration 40F: 3 clusters Score -922298.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -922304.187500 Penalty: 4223.037598
	Iteration 41Q: 3 clusters Score -922304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -922306.750000 Penalty: 4223.037598
	Iteration 42Q: 3 clusters Score -922306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -922312.562500 Penalty: 4223.037598
	Iteration 43Q: 3 clusters Score -922312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -922316.875000 Penalty: 4223.037598
	Iteration 44Q: 3 clusters Score -922316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -922320.187500 Penalty: 4223.037598
	Iteration 45Q: 3 clusters Score -922320.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -922321.250000 Penalty: 4223.037598
	Iteration 46Q: 3 clusters Score -922321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -922328.437500 Penalty: 4223.037598
	Iteration 47Q: 3 clusters Score -922328.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -922331.562500 Penalty: 4223.037598
	Iteration 48Q: 3 clusters Score -922331.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -922333.187500 Penalty: 4223.037598
	Iteration 49Q: 3 clusters Score -922333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -922335.437500 Penalty: 4223.037598
	Iteration 50Q: 3 clusters Score -922335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -922336.875000 Penalty: 4223.037598
	Iteration 51Q: 3 clusters Score -922336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -922338.375000 Penalty: 4223.037598
	Iteration 52Q: 3 clusters Score -922338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -922339.625000 Penalty: 4223.037598
	Iteration 53Q: 3 clusters Score -922339.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -922340.937500 Penalty: 4223.037598
	Iteration 54Q: 3 clusters Score -922340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -922342.625000 Penalty: 4223.037598
	Iteration 55Q: 3 clusters Score -922342.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -922342.625000 Penalty: 4223.037598
	Iteration 56F: 3 clusters Score -922342.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Entering Unmasked Estep 
Score: -9333447.000000 Penalty: 2683.310059
	Iteration 0F: 2 clusters Score -9333447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -9301909.000000 Penalty: 5366.620117
	Iteration 0F: 3 clusters Score -9301909 nChanged 23171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9314571.000000 Penalty: 5366.620117
	Iteration 1F: 3 clusters Score -9314571 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -9315077.000000 Penalty: 5366.620117
	Iteration 2Q: 3 clusters Score -9315077 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -9315635.000000 Penalty: 5366.620117
	Iteration 3Q: 3 clusters Score -9315635 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -9316258.000000 Penalty: 5366.620117
	Iteration 4Q: 3 clusters Score -9316258 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -9317087.000000 Penalty: 5366.620117
	Iteration 5Q: 3 clusters Score -9317087 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -9318229.000000 Penalty: 5366.620117
	Iteration 6Q: 3 clusters Score -9318229 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -9320023.000000 Penalty: 5366.620117
	Iteration 7F: 3 clusters Score -9320023 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -9322719.000000 Penalty: 5366.620117
	Iteration 8F: 3 clusters Score -9322719 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9326104.000000 Penalty: 5366.620117
	Iteration 9F: 3 clusters Score -9326104 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -9328655.000000 Penalty: 5366.620117
	Iteration 10F: 3 clusters Score -9328655 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9330022.000000 Penalty: 5366.620117
	Iteration 11Q: 3 clusters Score -9330022 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9330642.000000 Penalty: 5366.620117
	Iteration 12Q: 3 clusters Score -9330642 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9330905.000000 Penalty: 5366.620117
	Iteration 13Q: 3 clusters Score -9330905 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9330996.000000 Penalty: 5366.620117
	Iteration 14Q: 3 clusters Score -9330996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49716 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9331079.000000 Penalty: 5366.620117
	Iteration 15Q: 3 clusters Score -9331079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9331117.000000 Penalty: 5366.620117
	Iteration 16Q: 3 clusters Score -9331117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9331122.000000 Penalty: 5366.620117
	Iteration 17Q: 3 clusters Score -9331122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9331129.000000 Penalty: 5366.620117
	Iteration 18Q: 3 clusters Score -9331129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9331131.000000 Penalty: 5366.620117
	Iteration 19Q: 3 clusters Score -9331131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49763 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9331136.000000 Penalty: 5366.620117
	Iteration 20F: 3 clusters Score -9331136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9331142.000000 Penalty: 5366.620117
	Iteration 21Q: 3 clusters Score -9331142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9331148.000000 Penalty: 5366.620117
	Iteration 22Q: 3 clusters Score -9331148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9331153.000000 Penalty: 5366.620117
	Iteration 23Q: 3 clusters Score -9331153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9331149.000000 Penalty: 5366.620117
	Iteration 24Q: 3 clusters Score -9331149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9331155.000000 Penalty: 5366.620117
	Iteration 25Q: 3 clusters Score -9331155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9331165.000000 Penalty: 5366.620117
	Iteration 26Q: 3 clusters Score -9331165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9331167.000000 Penalty: 5366.620117
	Iteration 27Q: 3 clusters Score -9331167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9331162.000000 Penalty: 5366.620117
	Iteration 28Q: 3 clusters Score -9331162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9331170.000000 Penalty: 5366.620117
	Iteration 29Q: 3 clusters Score -9331170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9331172.000000 Penalty: 5366.620117
	Iteration 30Q: 3 clusters Score -9331172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9331172.000000 Penalty: 5366.620117
	Iteration 31F: 3 clusters Score -9331172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117582.539062 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -115950.984375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115951 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116263.031250 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116468.679688 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116468.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116620.351562 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -116620.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -116788.093750 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -116788.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -116862.304688 Penalty: 3234.228271
	Iteration 5F: 3 clusters Score -116862.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -116902.632812 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -116902.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -116937.968750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -116938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -116983.570312 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -116983.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -117043.539062 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -117043.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -117077.312500 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -117077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -117104.140625 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -117104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -117124.039062 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -117124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -117130.921875 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -117130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -117147.765625 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -117147.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -117159.335938 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -117159.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -117166.406250 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -117166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -117167.195312 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -117167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -117173.367188 Penalty: 3234.228271
	Iteration 18F: 3 clusters Score -117173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -117182.726562 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -117182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -117182.726562 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -117182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Entering Unmasked Estep 
Score: -9095864.000000 Penalty: 2676.297607
	Iteration 0F: 2 clusters Score -9095864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -9066036.000000 Penalty: 5352.595215
	Iteration 0F: 3 clusters Score -9066036 nChanged 22613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9078627.000000 Penalty: 5352.595215
	Iteration 1F: 3 clusters Score -9078627 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -9079237.000000 Penalty: 5352.595215
	Iteration 2Q: 3 clusters Score -9079237 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -9079902.000000 Penalty: 5352.595215
	Iteration 3Q: 3 clusters Score -9079902 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -9080765.000000 Penalty: 5352.595215
	Iteration 4Q: 3 clusters Score -9080765 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -9081850.000000 Penalty: 5352.595215
	Iteration 5Q: 3 clusters Score -9081850 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -9083155.000000 Penalty: 5352.595215
	Iteration 6F: 3 clusters Score -9083155 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -9084926.000000 Penalty: 5352.595215
	Iteration 7F: 3 clusters Score -9084926 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -9087189.000000 Penalty: 5352.595215
	Iteration 8F: 3 clusters Score -9087189 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -9090205.000000 Penalty: 5352.595215
	Iteration 9F: 3 clusters Score -9090205 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -9093292.000000 Penalty: 5352.595215
	Iteration 10F: 3 clusters Score -9093292 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -9095136.000000 Penalty: 5352.595215
	Iteration 11Q: 3 clusters Score -9095136 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -9095917.000000 Penalty: 5352.595215
	Iteration 12Q: 3 clusters Score -9095917 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -9096208.000000 Penalty: 5352.595215
	Iteration 13Q: 3 clusters Score -9096208 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -9096358.000000 Penalty: 5352.595215
	Iteration 14Q: 3 clusters Score -9096358 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -9096458.000000 Penalty: 5352.595215
	Iteration 15Q: 3 clusters Score -9096458 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -9096501.000000 Penalty: 5352.595215
	Iteration 16Q: 3 clusters Score -9096501 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -9096538.000000 Penalty: 5352.595215
	Iteration 17Q: 3 clusters Score -9096538 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -9096552.000000 Penalty: 5352.595215
	Iteration 18Q: 3 clusters Score -9096552 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -9096563.000000 Penalty: 5352.595215
	Iteration 19Q: 3 clusters Score -9096563 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -9096504.000000 Penalty: 5352.595215
	Iteration 20F: 3 clusters Score -9096504 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9096533.000000 Penalty: 5352.595215
	Iteration 21Q: 3 clusters Score -9096533 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -9096550.000000 Penalty: 5352.595215
	Iteration 22Q: 3 clusters Score -9096550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -9096560.000000 Penalty: 5352.595215
	Iteration 23Q: 3 clusters Score -9096560 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -9096514.000000 Penalty: 5352.595215
	Iteration 24Q: 3 clusters Score -9096514 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -9096447.000000 Penalty: 5352.595215
	Iteration 25Q: 3 clusters Score -9096447 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -9096412.000000 Penalty: 5352.595215
	Iteration 26Q: 3 clusters Score -9096412 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -9096359.000000 Penalty: 5352.595215
	Iteration 27Q: 3 clusters Score -9096359 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -9096297.000000 Penalty: 5352.595215
	Iteration 28Q: 3 clusters Score -9096297 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -9096250.000000 Penalty: 5352.595215
	Iteration 29Q: 3 clusters Score -9096250 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9096216.000000 Penalty: 5352.595215
	Iteration 30Q: 3 clusters Score -9096216 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -9096104.000000 Penalty: 5352.595215
	Iteration 31Q: 3 clusters Score -9096104 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -9095981.000000 Penalty: 5352.595215
	Iteration 32Q: 3 clusters Score -9095981 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9095918.000000 Penalty: 5352.595215
	Iteration 33Q: 3 clusters Score -9095918 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9095808.000000 Penalty: 5352.595215
	Iteration 34Q: 3 clusters Score -9095808 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9095746.000000 Penalty: 5352.595215
	Iteration 35Q: 3 clusters Score -9095746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9095670.000000 Penalty: 5352.595215
	Iteration 36Q: 3 clusters Score -9095670 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9095599.000000 Penalty: 5352.595215
	Iteration 37Q: 3 clusters Score -9095599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -9095554.000000 Penalty: 5352.595215
	Iteration 38Q: 3 clusters Score -9095554 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -9095483.000000 Penalty: 5352.595215
	Iteration 39Q: 3 clusters Score -9095483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -9095436.000000 Penalty: 5352.595215
	Iteration 40F: 3 clusters Score -9095436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9095353.000000 Penalty: 5352.595215
	Iteration 41Q: 3 clusters Score -9095353 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -9095303.000000 Penalty: 5352.595215
	Iteration 42Q: 3 clusters Score -9095303 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9095294.000000 Penalty: 5352.595215
	Iteration 43Q: 3 clusters Score -9095294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9095257.000000 Penalty: 5352.595215
	Iteration 44Q: 3 clusters Score -9095257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9095226.000000 Penalty: 5352.595215
	Iteration 45Q: 3 clusters Score -9095226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9095209.000000 Penalty: 5352.595215
	Iteration 46Q: 3 clusters Score -9095209 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9095179.000000 Penalty: 5352.595215
	Iteration 47Q: 3 clusters Score -9095179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9095138.000000 Penalty: 5352.595215
	Iteration 48Q: 3 clusters Score -9095138 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9095098.000000 Penalty: 5352.595215
	Iteration 49Q: 3 clusters Score -9095098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9095078.000000 Penalty: 5352.595215
	Iteration 50Q: 3 clusters Score -9095078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9095045.000000 Penalty: 5352.595215
	Iteration 51Q: 3 clusters Score -9095045 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -9095019.000000 Penalty: 5352.595215
	Iteration 52Q: 3 clusters Score -9095019 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9095008.000000 Penalty: 5352.595215
	Iteration 53Q: 3 clusters Score -9095008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47021 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9094978.000000 Penalty: 5352.595215
	Iteration 54Q: 3 clusters Score -9094978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9094957.000000 Penalty: 5352.595215
	Iteration 55Q: 3 clusters Score -9094957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9094952.000000 Penalty: 5352.595215
	Iteration 56Q: 3 clusters Score -9094952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -9094938.000000 Penalty: 5352.595215
	Iteration 57Q: 3 clusters Score -9094938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9094915.000000 Penalty: 5352.595215
	Iteration 58Q: 3 clusters Score -9094915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47107 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -9094896.000000 Penalty: 5352.595215
	Iteration 59Q: 3 clusters Score -9094896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9094893.000000 Penalty: 5352.595215
	Iteration 60F: 3 clusters Score -9094893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9094879.000000 Penalty: 5352.595215
	Iteration 61Q: 3 clusters Score -9094879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9094873.000000 Penalty: 5352.595215
	Iteration 62Q: 3 clusters Score -9094873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9094880.000000 Penalty: 5352.595215
	Iteration 63Q: 3 clusters Score -9094880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9094871.000000 Penalty: 5352.595215
	Iteration 64Q: 3 clusters Score -9094871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -9094866.000000 Penalty: 5352.595215
	Iteration 65Q: 3 clusters Score -9094866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9094876.000000 Penalty: 5352.595215
	Iteration 66Q: 3 clusters Score -9094876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -9094877.000000 Penalty: 5352.595215
	Iteration 67Q: 3 clusters Score -9094877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9094869.000000 Penalty: 5352.595215
	Iteration 68Q: 3 clusters Score -9094869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9094871.000000 Penalty: 5352.595215
	Iteration 69Q: 3 clusters Score -9094871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9094876.000000 Penalty: 5352.595215
	Iteration 70Q: 3 clusters Score -9094876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9094876.000000 Penalty: 5352.595215
	Iteration 71F: 3 clusters Score -9094876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 44613 members 
Mstep: Class 3 contains 49029 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1110 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56667 members 
Mstep: Class 13 contains 5964 members 
Mstep: Class 14 contains 52948 members 
Mstep: Class 15 contains 43290 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 32575 members 
Mstep: Class 18 contains 45401 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26132 members 
Mstep: Class 21 contains 4755 members 
Mstep: Class 22 contains 50081 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 2433 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 50323 members 
Mstep: Class 27 contains 4985 members 
Mstep: Class 28 contains 50001 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125360.000000 Penalty: 100613.093750
Iteration 119Q: 31 clusters Score -1.371254e+08 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 44596 members 
Mstep: Class 3 contains 48997 members 
Mstep: Class 4 contains 43784 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25291 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44997 members 
Mstep: Class 11 contains 1178 members 
Mstep: Class 12 contains 56706 members 
Mstep: Class 13 contains 5986 members 
Mstep: Class 14 contains 53009 members 
Mstep: Class 15 contains 43340 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 32528 members 
Mstep: Class 18 contains 45369 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26152 members 
Mstep: Class 21 contains 4777 members 
Mstep: Class 22 contains 50085 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 2425 members 
Mstep: Class 25 contains 4277 members 
Mstep: Class 26 contains 50358 members 
Mstep: Class 27 contains 5001 members 
Mstep: Class 28 contains 49987 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125360.000000 Penalty: 100613.093750
Iteration 120F: 31 clusters Score -1.371254e+08 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 44599 members 
Mstep: Class 3 contains 48990 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45003 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56723 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 53050 members 
Mstep: Class 15 contains 43384 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 32495 members 
Mstep: Class 18 contains 45321 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26175 members 
Mstep: Class 21 contains 4801 members 
Mstep: Class 22 contains 50068 members 
Mstep: Class 23 contains 5895 members 
Mstep: Class 24 contains 2420 members 
Mstep: Class 25 contains 4279 members 
Mstep: Class 26 contains 50370 members 
Mstep: Class 27 contains 5013 members 
Mstep: Class 28 contains 50006 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125584.000000 Penalty: 100613.093750
Iteration 121Q: 31 clusters Score -1.371256e+08 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 44608 members 
Mstep: Class 3 contains 48955 members 
Mstep: Class 4 contains 43684 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25230 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44965 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56756 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 53072 members 
Mstep: Class 15 contains 43444 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 32463 members 
Mstep: Class 18 contains 45269 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26186 members 
Mstep: Class 21 contains 4818 members 
Mstep: Class 22 contains 50049 members 
Mstep: Class 23 contains 5900 members 
Mstep: Class 24 contains 2417 members 
Mstep: Class 25 contains 4285 members 
Mstep: Class 26 contains 50373 members 
Mstep: Class 27 contains 5023 members 
Mstep: Class 28 contains 50018 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125600.000000 Penalty: 100613.093750
Iteration 122Q: 31 clusters Score -1.371256e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 44635 members 
Mstep: Class 3 contains 48945 members 
Mstep: Class 4 contains 43648 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25207 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44929 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56750 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 53124 members 
Mstep: Class 15 contains 43475 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 32420 members 
Mstep: Class 18 contains 45223 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26216 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 50033 members 
Mstep: Class 23 contains 5905 members 
Mstep: Class 24 contains 2413 members 
Mstep: Class 25 contains 4290 members 
Mstep: Class 26 contains 50390 members 
Mstep: Class 27 contains 5033 members 
Mstep: Class 28 contains 50008 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125968.000000 Penalty: 100613.093750
Iteration 123Q: 31 clusters Score -1.37126e+08 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 44661 members 
Mstep: Class 3 contains 48861 members 
Mstep: Class 4 contains 43647 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25171 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44905 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56769 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 53190 members 
Mstep: Class 15 contains 43503 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 32386 members 
Mstep: Class 18 contains 45179 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26247 members 
Mstep: Class 21 contains 4833 members 
Mstep: Class 22 contains 50035 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 2410 members 
Mstep: Class 25 contains 4291 members 
Mstep: Class 26 contains 50436 members 
Mstep: Class 27 contains 5040 members 
Mstep: Class 28 contains 49970 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126192.000000 Penalty: 100613.093750
Iteration 124Q: 31 clusters Score -1.371262e+08 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 44626 members 
Mstep: Class 3 contains 48832 members 
Mstep: Class 4 contains 43649 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25139 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44879 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56817 members 
Mstep: Class 13 contains 6048 members 
Mstep: Class 14 contains 53220 members 
Mstep: Class 15 contains 43532 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 32357 members 
Mstep: Class 18 contains 45149 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26269 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 50023 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 2408 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 50409 members 
Mstep: Class 27 contains 5052 members 
Mstep: Class 28 contains 50003 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126592.000000 Penalty: 100613.093750
Iteration 125Q: 31 clusters Score -1.371266e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 44597 members 
Mstep: Class 3 contains 48813 members 
Mstep: Class 4 contains 43660 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56864 members 
Mstep: Class 13 contains 6057 members 
Mstep: Class 14 contains 53219 members 
Mstep: Class 15 contains 43571 members 
Mstep: Class 16 contains 1550 members 
Mstep: Class 17 contains 32329 members 
Mstep: Class 18 contains 45121 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26291 members 
Mstep: Class 21 contains 4845 members 
Mstep: Class 22 contains 50022 members 
Mstep: Class 23 contains 5915 members 
Mstep: Class 24 contains 2407 members 
Mstep: Class 25 contains 4294 members 
Mstep: Class 26 contains 50377 members 
Mstep: Class 27 contains 5060 members 
Mstep: Class 28 contains 50032 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126752.000000 Penalty: 100613.093750
Iteration 126Q: 31 clusters Score -1.371268e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 44617 members 
Mstep: Class 3 contains 48778 members 
Mstep: Class 4 contains 43680 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25053 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44929 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56915 members 
Mstep: Class 13 contains 6062 members 
Mstep: Class 14 contains 53203 members 
Mstep: Class 15 contains 43621 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 32313 members 
Mstep: Class 18 contains 45081 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26327 members 
Mstep: Class 21 contains 4849 members 
Mstep: Class 22 contains 49992 members 
Mstep: Class 23 contains 5918 members 
Mstep: Class 24 contains 2405 members 
Mstep: Class 25 contains 4298 members 
Mstep: Class 26 contains 50323 members 
Mstep: Class 27 contains 5068 members 
Mstep: Class 28 contains 50062 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127136.000000 Penalty: 100613.093750
Iteration 127Q: 31 clusters Score -1.371271e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46753 members 
Mstep: Class 2 contains 44606 members 
Mstep: Class 3 contains 48784 members 
Mstep: Class 4 contains 43710 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 25011 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44941 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56946 members 
Mstep: Class 13 contains 6077 members 
Mstep: Class 14 contains 53181 members 
Mstep: Class 15 contains 43658 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 32290 members 
Mstep: Class 18 contains 45048 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26338 members 
Mstep: Class 21 contains 4871 members 
Mstep: Class 22 contains 49968 members 
Mstep: Class 23 contains 5925 members 
Mstep: Class 24 contains 2403 members 
Mstep: Class 25 contains 4306 members 
Mstep: Class 26 contains 50313 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 50070 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127392.000000 Penalty: 100613.093750
Iteration 128Q: 31 clusters Score -1.371274e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 44626 members 
Mstep: Class 3 contains 48795 members 
Mstep: Class 4 contains 43719 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24969 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44948 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56949 members 
Mstep: Class 13 contains 6097 members 
Mstep: Class 14 contains 53137 members 
Mstep: Class 15 contains 43736 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 32272 members 
Mstep: Class 18 contains 45017 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26354 members 
Mstep: Class 21 contains 4887 members 
Mstep: Class 22 contains 49927 members 
Mstep: Class 23 contains 5922 members 
Mstep: Class 24 contains 2401 members 
Mstep: Class 25 contains 4314 members 
Mstep: Class 26 contains 50297 members 
Mstep: Class 27 contains 5083 members 
Mstep: Class 28 contains 50086 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127472.000000 Penalty: 100613.093750
Iteration 129Q: 31 clusters Score -1.371275e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 44612 members 
Mstep: Class 3 contains 48812 members 
Mstep: Class 4 contains 43701 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1108 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24915 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 44976 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56946 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 53080 members 
Mstep: Class 15 contains 43820 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 32253 members 
Mstep: Class 18 contains 44996 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26367 members 
Mstep: Class 21 contains 4903 members 
Mstep: Class 22 contains 49898 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 2396 members 
Mstep: Class 25 contains 4317 members 
Mstep: Class 26 contains 50327 members 
Mstep: Class 27 contains 5091 members 
Mstep: Class 28 contains 50128 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127568.000000 Penalty: 100613.093750
Iteration 130Q: 31 clusters Score -1.371276e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 44603 members 
Mstep: Class 3 contains 48797 members 
Mstep: Class 4 contains 43713 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24865 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45003 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56969 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 53059 members 
Mstep: Class 15 contains 43864 members 
Mstep: Class 16 contains 1559 members 
Mstep: Class 17 contains 32225 members 
Mstep: Class 18 contains 44971 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26372 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 49876 members 
Mstep: Class 23 contains 5910 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 4320 members 
Mstep: Class 26 contains 50367 members 
Mstep: Class 27 contains 5098 members 
Mstep: Class 28 contains 50160 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127664.000000 Penalty: 100613.093750
Iteration 131Q: 31 clusters Score -1.371277e+08 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 44625 members 
Mstep: Class 3 contains 48815 members 
Mstep: Class 4 contains 43737 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24817 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45033 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56963 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 52988 members 
Mstep: Class 15 contains 43892 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 32190 members 
Mstep: Class 18 contains 44955 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26374 members 
Mstep: Class 21 contains 4951 members 
Mstep: Class 22 contains 49852 members 
Mstep: Class 23 contains 5912 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 4324 members 
Mstep: Class 26 contains 50397 members 
Mstep: Class 27 contains 5106 members 
Mstep: Class 28 contains 50208 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127504.000000 Penalty: 100613.093750
Iteration 132Q: 31 clusters Score -1.371275e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 44630 members 
Mstep: Class 3 contains 48829 members 
Mstep: Class 4 contains 43743 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24766 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45070 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 56998 members 
Mstep: Class 13 contains 6149 members 
Mstep: Class 14 contains 52971 members 
Mstep: Class 15 contains 43909 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 32137 members 
Mstep: Class 18 contains 44923 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26380 members 
Mstep: Class 21 contains 4973 members 
Mstep: Class 22 contains 49815 members 
Mstep: Class 23 contains 5913 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 4332 members 
Mstep: Class 26 contains 50413 members 
Mstep: Class 27 contains 5112 members 
Mstep: Class 28 contains 50247 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127904.000000 Penalty: 100613.093750
Iteration 133Q: 31 clusters Score -1.371279e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 44651 members 
Mstep: Class 3 contains 48879 members 
Mstep: Class 4 contains 43732 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24704 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 45063 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 57009 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 53011 members 
Mstep: Class 15 contains 43918 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 32102 members 
Mstep: Class 18 contains 44887 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26392 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 49797 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 2395 members 
Mstep: Class 25 contains 4336 members 
Mstep: Class 26 contains 50427 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 50244 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127904.000000 Penalty: 100613.093750
Iteration 134Q: 31 clusters Score -1.371279e+08 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 44633 members 
Mstep: Class 3 contains 48948 members 
Mstep: Class 4 contains 43702 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24655 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 45066 members 
Mstep: Class 11 contains 1177 members 
Mstep: Class 12 contains 57011 members 
Mstep: Class 13 contains 6159 members 
Mstep: Class 14 contains 53024 members 
Mstep: Class 15 contains 43936 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 32064 members 
Mstep: Class 18 contains 44841 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26406 members 
Mstep: Class 21 contains 5020 members 
Mstep: Class 22 contains 49762 members 
Mstep: Class 23 contains 5901 members 
Mstep: Class 24 contains 2394 members 
Mstep: Class 25 contains 4338 members 
Mstep: Class 26 contains 50421 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 50294 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128160.000000 Penalty: 100613.093750
Iteration 135Q: 31 clusters Score -1.371282e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 44627 members 
Mstep: Class 3 contains 49006 members 
Mstep: Class 4 contains 43708 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24604 members 
Mstep: Class 9 contains 1031 members 
Mstep: Class 10 contains 45060 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57016 members 
Mstep: Class 13 contains 6170 members 
Mstep: Class 14 contains 52992 members 
Mstep: Class 15 contains 43956 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 32022 members 
Mstep: Class 18 contains 44779 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26427 members 
Mstep: Class 21 contains 5044 members 
Mstep: Class 22 contains 49736 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 2393 members 
Mstep: Class 25 contains 4342 members 
Mstep: Class 26 contains 50442 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 50350 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128096.000000 Penalty: 100613.093750
Iteration 136Q: 31 clusters Score -1.371281e+08 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 44655 members 
Mstep: Class 3 contains 49062 members 
Mstep: Class 4 contains 43702 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24561 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45090 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57048 members 
Mstep: Class 13 contains 6171 members 
Mstep: Class 14 contains 53002 members 
Mstep: Class 15 contains 43980 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 31981 members 
Mstep: Class 18 contains 44713 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26438 members 
Mstep: Class 21 contains 5074 members 
Mstep: Class 22 contains 49699 members 
Mstep: Class 23 contains 5887 members 
Mstep: Class 24 contains 2392 members 
Mstep: Class 25 contains 4349 members 
Mstep: Class 26 contains 50437 members 
Mstep: Class 27 contains 5115 members 
Mstep: Class 28 contains 50340 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128080.000000 Penalty: 100613.093750
Iteration 137Q: 31 clusters Score -1.371281e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 44662 members 
Mstep: Class 3 contains 49111 members 
Mstep: Class 4 contains 43687 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24511 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45130 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57097 members 
Mstep: Class 13 contains 6178 members 
Mstep: Class 14 contains 53015 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 31947 members 
Mstep: Class 18 contains 44679 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26451 members 
Mstep: Class 21 contains 5098 members 
Mstep: Class 22 contains 49665 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 4355 members 
Mstep: Class 26 contains 50415 members 
Mstep: Class 27 contains 5112 members 
Mstep: Class 28 contains 50312 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128608.000000 Penalty: 100613.093750
Iteration 138Q: 31 clusters Score -1.371286e+08 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 44657 members 
Mstep: Class 3 contains 49148 members 
Mstep: Class 4 contains 43652 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24477 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45198 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57141 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 53007 members 
Mstep: Class 15 contains 44044 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 31924 members 
Mstep: Class 18 contains 44627 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26465 members 
Mstep: Class 21 contains 5107 members 
Mstep: Class 22 contains 49626 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 4359 members 
Mstep: Class 26 contains 50454 members 
Mstep: Class 27 contains 5116 members 
Mstep: Class 28 contains 50302 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128784.000000 Penalty: 100613.093750
Iteration 139Q: 31 clusters Score -1.371288e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 44629 members 
Mstep: Class 3 contains 49194 members 
Mstep: Class 4 contains 43640 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24437 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45247 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57200 members 
Mstep: Class 13 contains 6199 members 
Mstep: Class 14 contains 52979 members 
Mstep: Class 15 contains 44053 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 31885 members 
Mstep: Class 18 contains 44571 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26488 members 
Mstep: Class 21 contains 5119 members 
Mstep: Class 22 contains 49583 members 
Mstep: Class 23 contains 5860 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 4362 members 
Mstep: Class 26 contains 50513 members 
Mstep: Class 27 contains 5120 members 
Mstep: Class 28 contains 50294 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128960.000000 Penalty: 100613.093750
Iteration 140F: 31 clusters Score -1.37129e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 44599 members 
Mstep: Class 3 contains 49207 members 
Mstep: Class 4 contains 43636 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24385 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45277 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57259 members 
Mstep: Class 13 contains 6207 members 
Mstep: Class 14 contains 53009 members 
Mstep: Class 15 contains 44078 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 31847 members 
Mstep: Class 18 contains 44523 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 5122 members 
Mstep: Class 22 contains 49561 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 4363 members 
Mstep: Class 26 contains 50530 members 
Mstep: Class 27 contains 5124 members 
Mstep: Class 28 contains 50281 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129136.000000 Penalty: 100613.093750
Iteration 141Q: 31 clusters Score -1.371291e+08 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 44577 members 
Mstep: Class 3 contains 49216 members 
Mstep: Class 4 contains 43645 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1102 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24334 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45296 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57307 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 44105 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 31807 members 
Mstep: Class 18 contains 44491 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26526 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 22 contains 49538 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 4364 members 
Mstep: Class 26 contains 50575 members 
Mstep: Class 27 contains 5126 members 
Mstep: Class 28 contains 50284 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129280.000000 Penalty: 100613.093750
Iteration 142Q: 31 clusters Score -1.371293e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 49212 members 
Mstep: Class 4 contains 43653 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1100 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24289 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45306 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57336 members 
Mstep: Class 13 contains 6222 members 
Mstep: Class 14 contains 52967 members 
Mstep: Class 15 contains 44153 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 31769 members 
Mstep: Class 18 contains 44459 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26543 members 
Mstep: Class 21 contains 5135 members 
Mstep: Class 22 contains 49496 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 2390 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 50629 members 
Mstep: Class 27 contains 5132 members 
Mstep: Class 28 contains 50293 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129328.000000 Penalty: 100613.093750
Iteration 143Q: 31 clusters Score -1.371293e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 44507 members 
Mstep: Class 3 contains 49188 members 
Mstep: Class 4 contains 43685 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24235 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45272 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57348 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 44221 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 31737 members 
Mstep: Class 18 contains 44421 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 22 contains 49487 members 
Mstep: Class 23 contains 5851 members 
Mstep: Class 24 contains 2389 members 
Mstep: Class 25 contains 4367 members 
Mstep: Class 26 contains 50663 members 
Mstep: Class 27 contains 5133 members 
Mstep: Class 28 contains 50272 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129424.000000 Penalty: 100613.093750
Iteration 144Q: 31 clusters Score -1.371294e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 44449 members 
Mstep: Class 3 contains 49181 members 
Mstep: Class 4 contains 43705 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24177 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45259 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57351 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 53027 members 
Mstep: Class 15 contains 44277 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 31720 members 
Mstep: Class 18 contains 44407 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 5160 members 
Mstep: Class 22 contains 49462 members 
Mstep: Class 23 contains 5852 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 50703 members 
Mstep: Class 27 contains 5136 members 
Mstep: Class 28 contains 50257 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129312.000000 Penalty: 100613.093750
Iteration 145Q: 31 clusters Score -1.371293e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 44383 members 
Mstep: Class 3 contains 49194 members 
Mstep: Class 4 contains 43705 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24127 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57380 members 
Mstep: Class 13 contains 6243 members 
Mstep: Class 14 contains 53073 members 
Mstep: Class 15 contains 44296 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 31697 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26577 members 
Mstep: Class 21 contains 5167 members 
Mstep: Class 22 contains 49463 members 
Mstep: Class 23 contains 5848 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 50690 members 
Mstep: Class 27 contains 5142 members 
Mstep: Class 28 contains 50253 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129184.000000 Penalty: 100613.093750
Iteration 146Q: 31 clusters Score -1.371292e+08 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 44332 members 
Mstep: Class 3 contains 49185 members 
Mstep: Class 4 contains 43707 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24078 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45319 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57416 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 53092 members 
Mstep: Class 15 contains 44324 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 31667 members 
Mstep: Class 18 contains 44351 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26587 members 
Mstep: Class 21 contains 5175 members 
Mstep: Class 22 contains 49452 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 50737 members 
Mstep: Class 27 contains 5142 members 
Mstep: Class 28 contains 50264 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129536.000000 Penalty: 100613.093750
Iteration 147Q: 31 clusters Score -1.371295e+08 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 44284 members 
Mstep: Class 3 contains 49188 members 
Mstep: Class 4 contains 43718 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 24027 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45379 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57471 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 53109 members 
Mstep: Class 15 contains 44330 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 31641 members 
Mstep: Class 18 contains 44300 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26600 members 
Mstep: Class 21 contains 5184 members 
Mstep: Class 22 contains 49434 members 
Mstep: Class 23 contains 5821 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 50748 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 50286 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129776.000000 Penalty: 100613.093750
Iteration 148Q: 31 clusters Score -1.371298e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 44239 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 43734 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23979 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57522 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 44320 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 31604 members 
Mstep: Class 18 contains 44270 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26593 members 
Mstep: Class 21 contains 5186 members 
Mstep: Class 22 contains 49424 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 26 contains 50792 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 50321 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129616.000000 Penalty: 100613.093750
Iteration 149Q: 31 clusters Score -1.371296e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 44190 members 
Mstep: Class 3 contains 49191 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23929 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45413 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57552 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 53088 members 
Mstep: Class 15 contains 44345 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 31560 members 
Mstep: Class 18 contains 44227 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26586 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 49398 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4376 members 
Mstep: Class 26 contains 50836 members 
Mstep: Class 27 contains 5172 members 
Mstep: Class 28 contains 50338 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129888.000000 Penalty: 100613.093750
Iteration 150Q: 31 clusters Score -1.371299e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 44173 members 
Mstep: Class 3 contains 49169 members 
Mstep: Class 4 contains 43788 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23866 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57610 members 
Mstep: Class 13 contains 6251 members 
Mstep: Class 14 contains 53112 members 
Mstep: Class 15 contains 44368 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 31522 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26583 members 
Mstep: Class 21 contains 5216 members 
Mstep: Class 22 contains 49358 members 
Mstep: Class 23 contains 5807 members 
Mstep: Class 24 contains 2386 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 50830 members 
Mstep: Class 27 contains 5193 members 
Mstep: Class 28 contains 50334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130112.000000 Penalty: 100613.093750
Iteration 151Q: 31 clusters Score -1.371301e+08 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 44142 members 
Mstep: Class 3 contains 49129 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23820 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45572 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57639 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 53135 members 
Mstep: Class 15 contains 44387 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 31490 members 
Mstep: Class 18 contains 44097 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26600 members 
Mstep: Class 21 contains 5233 members 
Mstep: Class 22 contains 49330 members 
Mstep: Class 23 contains 5802 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 4373 members 
Mstep: Class 26 contains 50852 members 
Mstep: Class 27 contains 5211 members 
Mstep: Class 28 contains 50337 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130096.000000 Penalty: 100613.093750
Iteration 152Q: 31 clusters Score -1.371301e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 44110 members 
Mstep: Class 3 contains 49060 members 
Mstep: Class 4 contains 43876 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23789 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45633 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57658 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 53174 members 
Mstep: Class 15 contains 44434 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31448 members 
Mstep: Class 18 contains 44043 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26604 members 
Mstep: Class 21 contains 5251 members 
Mstep: Class 22 contains 49305 members 
Mstep: Class 23 contains 5796 members 
Mstep: Class 24 contains 2385 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 50843 members 
Mstep: Class 27 contains 5230 members 
Mstep: Class 28 contains 50331 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130400.000000 Penalty: 100613.093750
Iteration 153Q: 31 clusters Score -1.371304e+08 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 49039 members 
Mstep: Class 4 contains 43928 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23753 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45688 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57687 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 53191 members 
Mstep: Class 15 contains 44451 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31395 members 
Mstep: Class 18 contains 43996 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26602 members 
Mstep: Class 21 contains 5265 members 
Mstep: Class 22 contains 49269 members 
Mstep: Class 23 contains 5798 members 
Mstep: Class 24 contains 2384 members 
Mstep: Class 25 contains 4371 members 
Mstep: Class 26 contains 50844 members 
Mstep: Class 27 contains 5253 members 
Mstep: Class 28 contains 50333 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130432.000000 Penalty: 100613.093750
Iteration 154Q: 31 clusters Score -1.371304e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 44093 members 
Mstep: Class 3 contains 49051 members 
Mstep: Class 4 contains 44005 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23713 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45693 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57743 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 53225 members 
Mstep: Class 15 contains 44472 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31348 members 
Mstep: Class 18 contains 43937 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26601 members 
Mstep: Class 21 contains 5286 members 
Mstep: Class 22 contains 49229 members 
Mstep: Class 23 contains 5797 members 
Mstep: Class 24 contains 2383 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 50814 members 
Mstep: Class 27 contains 5271 members 
Mstep: Class 28 contains 50307 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130592.000000 Penalty: 100613.093750
Iteration 155Q: 31 clusters Score -1.371306e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 44113 members 
Mstep: Class 3 contains 49073 members 
Mstep: Class 4 contains 44098 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23662 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45654 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57764 members 
Mstep: Class 13 contains 6332 members 
Mstep: Class 14 contains 53225 members 
Mstep: Class 15 contains 44488 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31301 members 
Mstep: Class 18 contains 43908 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26590 members 
Mstep: Class 21 contains 5304 members 
Mstep: Class 22 contains 49216 members 
Mstep: Class 23 contains 5791 members 
Mstep: Class 24 contains 2383 members 
Mstep: Class 25 contains 4370 members 
Mstep: Class 26 contains 50801 members 
Mstep: Class 27 contains 5291 members 
Mstep: Class 28 contains 50325 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130896.000000 Penalty: 100613.093750
Iteration 156Q: 31 clusters Score -1.371309e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 44100 members 
Mstep: Class 3 contains 49116 members 
Mstep: Class 4 contains 44197 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23622 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45666 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57772 members 
Mstep: Class 13 contains 6349 members 
Mstep: Class 14 contains 53251 members 
Mstep: Class 15 contains 44523 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31264 members 
Mstep: Class 18 contains 43864 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 5326 members 
Mstep: Class 22 contains 49178 members 
Mstep: Class 23 contains 5792 members 
Mstep: Class 24 contains 2383 members 
Mstep: Class 25 contains 4372 members 
Mstep: Class 26 contains 50760 members 
Mstep: Class 27 contains 5310 members 
Mstep: Class 28 contains 50292 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131088.000000 Penalty: 100613.093750
Iteration 157Q: 31 clusters Score -1.371311e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 44086 members 
Mstep: Class 3 contains 49147 members 
Mstep: Class 4 contains 44249 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23596 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45683 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57775 members 
Mstep: Class 13 contains 6369 members 
Mstep: Class 14 contains 53296 members 
Mstep: Class 15 contains 44566 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 31235 members 
Mstep: Class 18 contains 43833 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 5331 members 
Mstep: Class 22 contains 49129 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 2383 members 
Mstep: Class 25 contains 4377 members 
Mstep: Class 26 contains 50693 members 
Mstep: Class 27 contains 5327 members 
Mstep: Class 28 contains 50285 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131216.000000 Penalty: 100613.093750
Iteration 158Q: 31 clusters Score -1.371312e+08 nChanged 2187
Entering ConstructFrom: 
Score: -137131216.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (46555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Entering Unmasked Estep 
Score: -8703987.000000 Penalty: 2665.600586
	Iteration 0F: 2 clusters Score -8703987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8673487.000000 Penalty: 5331.201172
	Iteration 0F: 3 clusters Score -8673487 nChanged 21377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -8685257.000000 Penalty: 5331.201172
	Iteration 1F: 3 clusters Score -8685257 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -8685852.000000 Penalty: 5331.201172
	Iteration 2Q: 3 clusters Score -8685852 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -8686637.000000 Penalty: 5331.201172
	Iteration 3Q: 3 clusters Score -8686637 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -8687982.000000 Penalty: 5331.201172
	Iteration 4F: 3 clusters Score -8687982 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8690193.000000 Penalty: 5331.201172
	Iteration 5F: 3 clusters Score -8690193 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8693137.000000 Penalty: 5331.201172
	Iteration 6F: 3 clusters Score -8693137 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8696644.000000 Penalty: 5331.201172
	Iteration 7F: 3 clusters Score -8696644 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -8699754.000000 Penalty: 5331.201172
	Iteration 8F: 3 clusters Score -8699754 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8701794.000000 Penalty: 5331.201172
	Iteration 9Q: 3 clusters Score -8701794 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8702476.000000 Penalty: 5331.201172
	Iteration 10Q: 3 clusters Score -8702476 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8702712.000000 Penalty: 5331.201172
	Iteration 11Q: 3 clusters Score -8702712 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -8702841.000000 Penalty: 5331.201172
	Iteration 12Q: 3 clusters Score -8702841 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -8702854.000000 Penalty: 5331.201172
	Iteration 13Q: 3 clusters Score -8702854 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -8702897.000000 Penalty: 5331.201172
	Iteration 14Q: 3 clusters Score -8702897 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8702917.000000 Penalty: 5331.201172
	Iteration 15Q: 3 clusters Score -8702917 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8702934.000000 Penalty: 5331.201172
	Iteration 16Q: 3 clusters Score -8702934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -8702916.000000 Penalty: 5331.201172
	Iteration 17Q: 3 clusters Score -8702916 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -8702929.000000 Penalty: 5331.201172
	Iteration 18Q: 3 clusters Score -8702929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8702953.000000 Penalty: 5331.201172
	Iteration 19Q: 3 clusters Score -8702953 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8702942.000000 Penalty: 5331.201172
	Iteration 20F: 3 clusters Score -8702942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8702951.000000 Penalty: 5331.201172
	Iteration 21Q: 3 clusters Score -8702951 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8702950.000000 Penalty: 5331.201172
	Iteration 22Q: 3 clusters Score -8702950 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8702953.000000 Penalty: 5331.201172
	Iteration 23Q: 3 clusters Score -8702953 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8702950.000000 Penalty: 5331.201172
	Iteration 24Q: 3 clusters Score -8702950 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8702940.000000 Penalty: 5331.201172
	Iteration 25Q: 3 clusters Score -8702940 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -8702943.000000 Penalty: 5331.201172
	Iteration 26Q: 3 clusters Score -8702943 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8702933.000000 Penalty: 5331.201172
	Iteration 27Q: 3 clusters Score -8702933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -8702945.000000 Penalty: 5331.201172
	Iteration 28Q: 3 clusters Score -8702945 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8702941.000000 Penalty: 5331.201172
	Iteration 29Q: 3 clusters Score -8702941 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8702926.000000 Penalty: 5331.201172
	Iteration 30Q: 3 clusters Score -8702926 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8702949.000000 Penalty: 5331.201172
	Iteration 31Q: 3 clusters Score -8702949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8702933.000000 Penalty: 5331.201172
	Iteration 32Q: 3 clusters Score -8702933 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8702915.000000 Penalty: 5331.201172
	Iteration 33Q: 3 clusters Score -8702915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8702911.000000 Penalty: 5331.201172
	Iteration 34Q: 3 clusters Score -8702911 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 44195 members 
Entering Unmasked Estep 
Score: -8702917.000000 Penalty: 5331.201172
	Iteration 35Q: 3 clusters Score -8702917 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8702891.000000 Penalty: 5331.201172
	Iteration 36Q: 3 clusters Score -8702891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -8702894.000000 Penalty: 5331.201172
	Iteration 37Q: 3 clusters Score -8702894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -8702899.000000 Penalty: 5331.201172
	Iteration 38Q: 3 clusters Score -8702899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8702902.000000 Penalty: 5331.201172
	Iteration 39Q: 3 clusters Score -8702902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8702908.000000 Penalty: 5331.201172
	Iteration 40F: 3 clusters Score -8702908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -8702914.000000 Penalty: 5331.201172
	Iteration 41Q: 3 clusters Score -8702914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8702915.000000 Penalty: 5331.201172
	Iteration 42Q: 3 clusters Score -8702915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8702915.000000 Penalty: 5331.201172
	Iteration 43Q: 3 clusters Score -8702915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44336 members 
Entering Unmasked Estep 
Score: -8702906.000000 Penalty: 5331.201172
	Iteration 44Q: 3 clusters Score -8702906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -8702899.000000 Penalty: 5331.201172
	Iteration 45Q: 3 clusters Score -8702899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8702914.000000 Penalty: 5331.201172
	Iteration 46Q: 3 clusters Score -8702914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8702910.000000 Penalty: 5331.201172
	Iteration 47Q: 3 clusters Score -8702910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8702915.000000 Penalty: 5331.201172
	Iteration 48Q: 3 clusters Score -8702915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8702917.000000 Penalty: 5331.201172
	Iteration 49Q: 3 clusters Score -8702917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8702913.000000 Penalty: 5331.201172
	Iteration 50Q: 3 clusters Score -8702913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -8702918.000000 Penalty: 5331.201172
	Iteration 51Q: 3 clusters Score -8702918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8702930.000000 Penalty: 5331.201172
	Iteration 52Q: 3 clusters Score -8702930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8702926.000000 Penalty: 5331.201172
	Iteration 53Q: 3 clusters Score -8702926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8702939.000000 Penalty: 5331.201172
	Iteration 54Q: 3 clusters Score -8702939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8702933.000000 Penalty: 5331.201172
	Iteration 55Q: 3 clusters Score -8702933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -8702924.000000 Penalty: 5331.201172
	Iteration 56Q: 3 clusters Score -8702924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8702927.000000 Penalty: 5331.201172
	Iteration 57Q: 3 clusters Score -8702927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8702925.000000 Penalty: 5331.201172
	Iteration 58Q: 3 clusters Score -8702925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8702927.000000 Penalty: 5331.201172
	Iteration 59Q: 3 clusters Score -8702927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8702928.000000 Penalty: 5331.201172
	Iteration 60F: 3 clusters Score -8702928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8702929.000000 Penalty: 5331.201172
	Iteration 61Q: 3 clusters Score -8702929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -8702927.000000 Penalty: 5331.201172
	Iteration 62Q: 3 clusters Score -8702927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8702931.000000 Penalty: 5331.201172
	Iteration 63Q: 3 clusters Score -8702931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8702936.000000 Penalty: 5331.201172
	Iteration 64Q: 3 clusters Score -8702936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8702936.000000 Penalty: 5331.201172
	Iteration 65Q: 3 clusters Score -8702936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8702931.000000 Penalty: 5331.201172
	Iteration 66Q: 3 clusters Score -8702931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8702927.000000 Penalty: 5331.201172
	Iteration 67Q: 3 clusters Score -8702927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8702934.000000 Penalty: 5331.201172
	Iteration 68Q: 3 clusters Score -8702934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8702934.000000 Penalty: 5331.201172
	Iteration 69F: 3 clusters Score -8702934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Entering Unmasked Estep 
Score: -8353102.500000 Penalty: 2652.052979
	Iteration 0F: 2 clusters Score -8353102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -8324435.500000 Penalty: 5304.105957
	Iteration 0F: 3 clusters Score -8324436 nChanged 20360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -8335593.500000 Penalty: 5304.105957
	Iteration 1F: 3 clusters Score -8335594 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -8336230.500000 Penalty: 5304.105957
	Iteration 2Q: 3 clusters Score -8336230 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -8336917.500000 Penalty: 5304.105957
	Iteration 3Q: 3 clusters Score -8336918 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -8337617.000000 Penalty: 5304.105957
	Iteration 4Q: 3 clusters Score -8337617 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -8338623.000000 Penalty: 5304.105957
	Iteration 5Q: 3 clusters Score -8338623 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -8339978.000000 Penalty: 5304.105957
	Iteration 6F: 3 clusters Score -8339978 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -8341832.000000 Penalty: 5304.105957
	Iteration 7F: 3 clusters Score -8341832 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -8343968.500000 Penalty: 5304.105957
	Iteration 8F: 3 clusters Score -8343968 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -8346031.000000 Penalty: 5304.105957
	Iteration 9F: 3 clusters Score -8346031 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -8347375.000000 Penalty: 5304.105957
	Iteration 10Q: 3 clusters Score -8347375 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -8348109.000000 Penalty: 5304.105957
	Iteration 11Q: 3 clusters Score -8348109 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8348457.000000 Penalty: 5304.105957
	Iteration 12Q: 3 clusters Score -8348457 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -8348695.500000 Penalty: 5304.105957
	Iteration 13Q: 3 clusters Score -8348696 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -8348898.500000 Penalty: 5304.105957
	Iteration 14Q: 3 clusters Score -8348898 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8349076.000000 Penalty: 5304.105957
	Iteration 15Q: 3 clusters Score -8349076 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -8349217.500000 Penalty: 5304.105957
	Iteration 16Q: 3 clusters Score -8349218 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -8349316.000000 Penalty: 5304.105957
	Iteration 17Q: 3 clusters Score -8349316 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -8349440.000000 Penalty: 5304.105957
	Iteration 18Q: 3 clusters Score -8349440 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8349509.500000 Penalty: 5304.105957
	Iteration 19Q: 3 clusters Score -8349510 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -8349599.500000 Penalty: 5304.105957
	Iteration 20F: 3 clusters Score -8349600 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8349664.000000 Penalty: 5304.105957
	Iteration 21Q: 3 clusters Score -8349664 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8349710.000000 Penalty: 5304.105957
	Iteration 22Q: 3 clusters Score -8349710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -8349782.000000 Penalty: 5304.105957
	Iteration 23Q: 3 clusters Score -8349782 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8349883.000000 Penalty: 5304.105957
	Iteration 24Q: 3 clusters Score -8349883 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -8349969.500000 Penalty: 5304.105957
	Iteration 25Q: 3 clusters Score -8349970 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -8350035.000000 Penalty: 5304.105957
	Iteration 26Q: 3 clusters Score -8350035 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -8350090.500000 Penalty: 5304.105957
	Iteration 27Q: 3 clusters Score -8350090 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -8350154.000000 Penalty: 5304.105957
	Iteration 28Q: 3 clusters Score -8350154 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -8350204.500000 Penalty: 5304.105957
	Iteration 29Q: 3 clusters Score -8350204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -8350294.500000 Penalty: 5304.105957
	Iteration 30Q: 3 clusters Score -8350294 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -8350351.000000 Penalty: 5304.105957
	Iteration 31Q: 3 clusters Score -8350351 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8350400.000000 Penalty: 5304.105957
	Iteration 32Q: 3 clusters Score -8350400 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8350419.000000 Penalty: 5304.105957
	Iteration 33Q: 3 clusters Score -8350419 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -8350471.500000 Penalty: 5304.105957
	Iteration 34Q: 3 clusters Score -8350472 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8350522.500000 Penalty: 5304.105957
	Iteration 35Q: 3 clusters Score -8350522 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8350580.000000 Penalty: 5304.105957
	Iteration 36Q: 3 clusters Score -8350580 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8350625.500000 Penalty: 5304.105957
	Iteration 37Q: 3 clusters Score -8350626 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8350700.500000 Penalty: 5304.105957
	Iteration 38Q: 3 clusters Score -8350700 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40969 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -8350752.500000 Penalty: 5304.105957
	Iteration 39Q: 3 clusters Score -8350752 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8350823.500000 Penalty: 5304.105957
	Iteration 40F: 3 clusters Score -8350824 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8350841.500000 Penalty: 5304.105957
	Iteration 41Q: 3 clusters Score -8350842 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8350856.000000 Penalty: 5304.105957
	Iteration 42Q: 3 clusters Score -8350856 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8350838.000000 Penalty: 5304.105957
	Iteration 43Q: 3 clusters Score -8350838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8350886.500000 Penalty: 5304.105957
	Iteration 44Q: 3 clusters Score -8350886 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8350903.500000 Penalty: 5304.105957
	Iteration 45Q: 3 clusters Score -8350904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8350950.500000 Penalty: 5304.105957
	Iteration 46Q: 3 clusters Score -8350950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8350967.000000 Penalty: 5304.105957
	Iteration 47Q: 3 clusters Score -8350967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8350969.000000 Penalty: 5304.105957
	Iteration 48Q: 3 clusters Score -8350969 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8350998.000000 Penalty: 5304.105957
	Iteration 49Q: 3 clusters Score -8350998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8350995.500000 Penalty: 5304.105957
	Iteration 50Q: 3 clusters Score -8350996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8350995.000000 Penalty: 5304.105957
	Iteration 51Q: 3 clusters Score -8350995 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8351011.500000 Penalty: 5304.105957
	Iteration 52Q: 3 clusters Score -8351012 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8351013.000000 Penalty: 5304.105957
	Iteration 53Q: 3 clusters Score -8351013 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8351014.000000 Penalty: 5304.105957
	Iteration 54Q: 3 clusters Score -8351014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8350994.000000 Penalty: 5304.105957
	Iteration 55Q: 3 clusters Score -8350994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8350987.000000 Penalty: 5304.105957
	Iteration 56Q: 3 clusters Score -8350987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8351000.500000 Penalty: 5304.105957
	Iteration 57Q: 3 clusters Score -8351000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8350998.000000 Penalty: 5304.105957
	Iteration 58Q: 3 clusters Score -8350998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8351000.000000 Penalty: 5304.105957
	Iteration 59Q: 3 clusters Score -8351000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8351030.500000 Penalty: 5304.105957
	Iteration 60F: 3 clusters Score -8351030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8351016.500000 Penalty: 5304.105957
	Iteration 61Q: 3 clusters Score -8351016 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8351028.500000 Penalty: 5304.105957
	Iteration 62Q: 3 clusters Score -8351028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8351028.500000 Penalty: 5304.105957
	Iteration 63Q: 3 clusters Score -8351028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8351032.500000 Penalty: 5304.105957
	Iteration 64Q: 3 clusters Score -8351032 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8351034.000000 Penalty: 5304.105957
	Iteration 65Q: 3 clusters Score -8351034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8351027.500000 Penalty: 5304.105957
	Iteration 66Q: 3 clusters Score -8351028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8351040.000000 Penalty: 5304.105957
	Iteration 67Q: 3 clusters Score -8351040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8351050.500000 Penalty: 5304.105957
	Iteration 68Q: 3 clusters Score -8351050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8351049.500000 Penalty: 5304.105957
	Iteration 69Q: 3 clusters Score -8351050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8351057.500000 Penalty: 5304.105957
	Iteration 70Q: 3 clusters Score -8351058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8351058.000000 Penalty: 5304.105957
	Iteration 71Q: 3 clusters Score -8351058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8351043.500000 Penalty: 5304.105957
	Iteration 72Q: 3 clusters Score -8351044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8351060.000000 Penalty: 5304.105957
	Iteration 73Q: 3 clusters Score -8351060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8351056.000000 Penalty: 5304.105957
	Iteration 74Q: 3 clusters Score -8351056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8351048.000000 Penalty: 5304.105957
	Iteration 75Q: 3 clusters Score -8351048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8351054.000000 Penalty: 5304.105957
	Iteration 76Q: 3 clusters Score -8351054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8351046.000000 Penalty: 5304.105957
	Iteration 77Q: 3 clusters Score -8351046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8351056.000000 Penalty: 5304.105957
	Iteration 78Q: 3 clusters Score -8351056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8351056.000000 Penalty: 5304.105957
	Iteration 79Q: 3 clusters Score -8351056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8351052.000000 Penalty: 5304.105957
	Iteration 80F: 3 clusters Score -8351052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8351060.000000 Penalty: 5304.105957
	Iteration 81Q: 3 clusters Score -8351060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8351064.000000 Penalty: 5304.105957
	Iteration 82Q: 3 clusters Score -8351064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8351066.500000 Penalty: 5304.105957
	Iteration 83Q: 3 clusters Score -8351066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8351065.000000 Penalty: 5304.105957
	Iteration 84Q: 3 clusters Score -8351065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8351065.500000 Penalty: 5304.105957
	Iteration 85Q: 3 clusters Score -8351066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8351065.500000 Penalty: 5304.105957
	Iteration 86F: 3 clusters Score -8351066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Entering Unmasked Estep 
Score: -9285323.000000 Penalty: 2679.183838
	Iteration 0F: 2 clusters Score -9285323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9255269.000000 Penalty: 5358.367676
	Iteration 0F: 3 clusters Score -9255269 nChanged 22769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -9268005.000000 Penalty: 5358.367676
	Iteration 1F: 3 clusters Score -9268005 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -9268510.000000 Penalty: 5358.367676
	Iteration 2Q: 3 clusters Score -9268510 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -9268991.000000 Penalty: 5358.367676
	Iteration 3Q: 3 clusters Score -9268991 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -9269443.000000 Penalty: 5358.367676
	Iteration 4Q: 3 clusters Score -9269443 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -9269958.000000 Penalty: 5358.367676
	Iteration 5Q: 3 clusters Score -9269958 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -9270633.000000 Penalty: 5358.367676
	Iteration 6Q: 3 clusters Score -9270633 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -9271494.000000 Penalty: 5358.367676
	Iteration 7Q: 3 clusters Score -9271494 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -9272675.000000 Penalty: 5358.367676
	Iteration 8Q: 3 clusters Score -9272675 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -9274402.000000 Penalty: 5358.367676
	Iteration 9F: 3 clusters Score -9274402 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -9276518.000000 Penalty: 5358.367676
	Iteration 10F: 3 clusters Score -9276518 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9278569.000000 Penalty: 5358.367676
	Iteration 11F: 3 clusters Score -9278569 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -9280146.000000 Penalty: 5358.367676
	Iteration 12Q: 3 clusters Score -9280146 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -9281288.000000 Penalty: 5358.367676
	Iteration 13Q: 3 clusters Score -9281288 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -9282061.000000 Penalty: 5358.367676
	Iteration 14Q: 3 clusters Score -9282061 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -9282574.000000 Penalty: 5358.367676
	Iteration 15Q: 3 clusters Score -9282574 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -9282934.000000 Penalty: 5358.367676
	Iteration 16Q: 3 clusters Score -9282934 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -9283166.000000 Penalty: 5358.367676
	Iteration 17Q: 3 clusters Score -9283166 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -9283401.000000 Penalty: 5358.367676
	Iteration 18Q: 3 clusters Score -9283401 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -9283610.000000 Penalty: 5358.367676
	Iteration 19Q: 3 clusters Score -9283610 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -9283714.000000 Penalty: 5358.367676
	Iteration 20F: 3 clusters Score -9283714 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -9283777.000000 Penalty: 5358.367676
	Iteration 21Q: 3 clusters Score -9283777 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -9283772.000000 Penalty: 5358.367676
	Iteration 22Q: 3 clusters Score -9283772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -9283794.000000 Penalty: 5358.367676
	Iteration 23Q: 3 clusters Score -9283794 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -9283822.000000 Penalty: 5358.367676
	Iteration 24Q: 3 clusters Score -9283822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -9283819.000000 Penalty: 5358.367676
	Iteration 25Q: 3 clusters Score -9283819 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -9283823.000000 Penalty: 5358.367676
	Iteration 26Q: 3 clusters Score -9283823 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -9283842.000000 Penalty: 5358.367676
	Iteration 27Q: 3 clusters Score -9283842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -9283850.000000 Penalty: 5358.367676
	Iteration 28Q: 3 clusters Score -9283850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -9283850.000000 Penalty: 5358.367676
	Iteration 29Q: 3 clusters Score -9283850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9283850.000000 Penalty: 5358.367676
	Iteration 30Q: 3 clusters Score -9283850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9283839.000000 Penalty: 5358.367676
	Iteration 31Q: 3 clusters Score -9283839 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -9283830.000000 Penalty: 5358.367676
	Iteration 32Q: 3 clusters Score -9283830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -9283827.000000 Penalty: 5358.367676
	Iteration 33Q: 3 clusters Score -9283827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9283835.000000 Penalty: 5358.367676
	Iteration 34Q: 3 clusters Score -9283835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -9283826.000000 Penalty: 5358.367676
	Iteration 35Q: 3 clusters Score -9283826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -9283829.000000 Penalty: 5358.367676
	Iteration 36Q: 3 clusters Score -9283829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -9283842.000000 Penalty: 5358.367676
	Iteration 37Q: 3 clusters Score -9283842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -9283824.000000 Penalty: 5358.367676
	Iteration 38Q: 3 clusters Score -9283824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -9283829.000000 Penalty: 5358.367676
	Iteration 39Q: 3 clusters Score -9283829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9283825.000000 Penalty: 5358.367676
	Iteration 40F: 3 clusters Score -9283825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -9283827.000000 Penalty: 5358.367676
	Iteration 41Q: 3 clusters Score -9283827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -9283823.000000 Penalty: 5358.367676
	Iteration 42Q: 3 clusters Score -9283823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9283830.000000 Penalty: 5358.367676
	Iteration 43Q: 3 clusters Score -9283830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9283831.000000 Penalty: 5358.367676
	Iteration 44Q: 3 clusters Score -9283831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -9283826.000000 Penalty: 5358.367676
	Iteration 45Q: 3 clusters Score -9283826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -9283826.000000 Penalty: 5358.367676
	Iteration 46F: 3 clusters Score -9283826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Entering Unmasked Estep 
Score: -8221771.500000 Penalty: 2653.332275
	Iteration 0F: 2 clusters Score -8221772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -8192020.500000 Penalty: 5306.664551
	Iteration 0F: 3 clusters Score -8192020 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -8203213.000000 Penalty: 5306.664551
	Iteration 1F: 3 clusters Score -8203213 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -8203708.500000 Penalty: 5306.664551
	Iteration 2Q: 3 clusters Score -8203708 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8204139.000000 Penalty: 5306.664551
	Iteration 3Q: 3 clusters Score -8204139 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -8204641.500000 Penalty: 5306.664551
	Iteration 4Q: 3 clusters Score -8204642 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -8205318.500000 Penalty: 5306.664551
	Iteration 5Q: 3 clusters Score -8205318 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8206096.500000 Penalty: 5306.664551
	Iteration 6Q: 3 clusters Score -8206096 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -8207284.500000 Penalty: 5306.664551
	Iteration 7F: 3 clusters Score -8207284 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -8208955.000000 Penalty: 5306.664551
	Iteration 8F: 3 clusters Score -8208955 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -8211156.000000 Penalty: 5306.664551
	Iteration 9F: 3 clusters Score -8211156 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -8213838.000000 Penalty: 5306.664551
	Iteration 10F: 3 clusters Score -8213838 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -8216186.500000 Penalty: 5306.664551
	Iteration 11F: 3 clusters Score -8216186 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -8217868.000000 Penalty: 5306.664551
	Iteration 12Q: 3 clusters Score -8217868 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8218691.500000 Penalty: 5306.664551
	Iteration 13Q: 3 clusters Score -8218692 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -8219063.500000 Penalty: 5306.664551
	Iteration 14Q: 3 clusters Score -8219064 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8219208.000000 Penalty: 5306.664551
	Iteration 15Q: 3 clusters Score -8219208 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8219349.500000 Penalty: 5306.664551
	Iteration 16Q: 3 clusters Score -8219350 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -8219450.500000 Penalty: 5306.664551
	Iteration 17Q: 3 clusters Score -8219450 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -8219535.000000 Penalty: 5306.664551
	Iteration 18Q: 3 clusters Score -8219535 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -8219594.000000 Penalty: 5306.664551
	Iteration 19Q: 3 clusters Score -8219594 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8219683.000000 Penalty: 5306.664551
	Iteration 20F: 3 clusters Score -8219683 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -8219702.500000 Penalty: 5306.664551
	Iteration 21Q: 3 clusters Score -8219702 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8219712.500000 Penalty: 5306.664551
	Iteration 22Q: 3 clusters Score -8219712 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -8219747.000000 Penalty: 5306.664551
	Iteration 23Q: 3 clusters Score -8219747 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -8219785.500000 Penalty: 5306.664551
	Iteration 24Q: 3 clusters Score -8219786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -8219794.500000 Penalty: 5306.664551
	Iteration 25Q: 3 clusters Score -8219794 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -8219835.000000 Penalty: 5306.664551
	Iteration 26Q: 3 clusters Score -8219835 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -8219853.000000 Penalty: 5306.664551
	Iteration 27Q: 3 clusters Score -8219853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -8219876.500000 Penalty: 5306.664551
	Iteration 28Q: 3 clusters Score -8219876 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8219911.500000 Penalty: 5306.664551
	Iteration 29Q: 3 clusters Score -8219912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -8219941.000000 Penalty: 5306.664551
	Iteration 30Q: 3 clusters Score -8219941 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8219937.000000 Penalty: 5306.664551
	Iteration 31Q: 3 clusters Score -8219937 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8219935.000000 Penalty: 5306.664551
	Iteration 32Q: 3 clusters Score -8219935 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8219943.500000 Penalty: 5306.664551
	Iteration 33Q: 3 clusters Score -8219944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -8219952.500000 Penalty: 5306.664551
	Iteration 34Q: 3 clusters Score -8219952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -8219949.000000 Penalty: 5306.664551
	Iteration 35Q: 3 clusters Score -8219949 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -8219958.500000 Penalty: 5306.664551
	Iteration 36Q: 3 clusters Score -8219958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8219981.000000 Penalty: 5306.664551
	Iteration 37Q: 3 clusters Score -8219981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8219984.500000 Penalty: 5306.664551
	Iteration 38Q: 3 clusters Score -8219984 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -8219992.000000 Penalty: 5306.664551
	Iteration 39Q: 3 clusters Score -8219992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -8219994.000000 Penalty: 5306.664551
	Iteration 40F: 3 clusters Score -8219994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8219995.500000 Penalty: 5306.664551
	Iteration 41Q: 3 clusters Score -8219996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8220006.500000 Penalty: 5306.664551
	Iteration 42Q: 3 clusters Score -8220006 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8220009.500000 Penalty: 5306.664551
	Iteration 43Q: 3 clusters Score -8220010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8219992.500000 Penalty: 5306.664551
	Iteration 44Q: 3 clusters Score -8219992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8219987.500000 Penalty: 5306.664551
	Iteration 45Q: 3 clusters Score -8219988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8219988.000000 Penalty: 5306.664551
	Iteration 46Q: 3 clusters Score -8219988 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -8219988.500000 Penalty: 5306.664551
	Iteration 47Q: 3 clusters Score -8219988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -8220000.000000 Penalty: 5306.664551
	Iteration 48Q: 3 clusters Score -8220000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8220003.500000 Penalty: 5306.664551
	Iteration 49Q: 3 clusters Score -8220004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8219995.000000 Penalty: 5306.664551
	Iteration 50Q: 3 clusters Score -8219995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -8219999.500000 Penalty: 5306.664551
	Iteration 51Q: 3 clusters Score -8220000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8219994.000000 Penalty: 5306.664551
	Iteration 52Q: 3 clusters Score -8219994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -8219991.000000 Penalty: 5306.664551
	Iteration 53Q: 3 clusters Score -8219991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8219983.500000 Penalty: 5306.664551
	Iteration 54Q: 3 clusters Score -8219984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8219996.500000 Penalty: 5306.664551
	Iteration 55Q: 3 clusters Score -8219996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8220008.500000 Penalty: 5306.664551
	Iteration 56Q: 3 clusters Score -8220008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8220003.500000 Penalty: 5306.664551
	Iteration 57Q: 3 clusters Score -8220004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8219994.000000 Penalty: 5306.664551
	Iteration 58Q: 3 clusters Score -8219994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8219991.500000 Penalty: 5306.664551
	Iteration 59Q: 3 clusters Score -8219992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8219995.000000 Penalty: 5306.664551
	Iteration 60F: 3 clusters Score -8219995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8220000.500000 Penalty: 5306.664551
	Iteration 61Q: 3 clusters Score -8220000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -8220000.500000 Penalty: 5306.664551
	Iteration 62Q: 3 clusters Score -8220000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8219986.000000 Penalty: 5306.664551
	Iteration 63Q: 3 clusters Score -8219986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8219989.000000 Penalty: 5306.664551
	Iteration 64Q: 3 clusters Score -8219989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8219992.000000 Penalty: 5306.664551
	Iteration 65Q: 3 clusters Score -8219992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8219987.000000 Penalty: 5306.664551
	Iteration 66Q: 3 clusters Score -8219987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8219987.000000 Penalty: 5306.664551
	Iteration 67F: 3 clusters Score -8219987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 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 366 members 
Entering Unmasked Estep 
Score: -110918.156250 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110918.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -111323.687500 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111323.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -111463.218750 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111463.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -111560.390625 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -111560.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -111664.218750 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111664.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111767.726562 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111767.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111828.937500 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -111828.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111871.546875 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -111871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111899.414062 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -111899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -111908.328125 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -111908.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111912.304688 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -111912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111914.335938 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -111914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111918.171875 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -111918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111922.281250 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -111922.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -111927.414062 Penalty: 3305.546875
	Iteration 14F: 3 clusters Score -111927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -111943.187500 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -111943.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -111957.375000 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -111957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -111959.398438 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -111959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111965.085938 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -111965.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111974.265625 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -111974.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -111986.640625 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -111986.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112002.398438 Penalty: 3305.546875
	Iteration 21Q: 3 clusters Score -112002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112009.210938 Penalty: 3305.546875
	Iteration 22Q: 3 clusters Score -112009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112013.578125 Penalty: 3305.546875
	Iteration 23Q: 3 clusters Score -112013.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112028.164062 Penalty: 3305.546875
	Iteration 24Q: 3 clusters Score -112028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -112041.421875 Penalty: 3305.546875
	Iteration 25Q: 3 clusters Score -112041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112055.218750 Penalty: 3305.546875
	Iteration 26Q: 3 clusters Score -112055.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112110.718750 Penalty: 3305.546875
	Iteration 27Q: 3 clusters Score -112110.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112180.648438 Penalty: 3305.546875
	Iteration 28Q: 3 clusters Score -112180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112232.210938 Penalty: 3305.546875
	Iteration 29Q: 3 clusters Score -112232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -112295.039062 Penalty: 3305.546875
	Iteration 30Q: 3 clusters Score -112295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112332.000000 Penalty: 3305.546875
	Iteration 31Q: 3 clusters Score -112332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112363.710938 Penalty: 3305.546875
	Iteration 32Q: 3 clusters Score -112363.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112380.968750 Penalty: 3305.546875
	Iteration 33Q: 3 clusters Score -112381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112393.976562 Penalty: 3305.546875
	Iteration 34Q: 3 clusters Score -112394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112410.718750 Penalty: 3305.546875
	Iteration 35Q: 3 clusters Score -112410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112424.140625 Penalty: 3305.546875
	Iteration 36Q: 3 clusters Score -112424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112426.828125 Penalty: 3305.546875
	Iteration 37Q: 3 clusters Score -112426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112426.828125 Penalty: 3305.546875
	Iteration 38F: 3 clusters Score -112426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -194124.828125 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -194124.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -192126.953125 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -192127 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -192415.562500 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -192415.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -192557.093750 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -192557.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -192681.500000 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -192681.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -192866.859375 Penalty: 3472.617676
	Iteration 4F: 3 clusters Score -192866.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -193020.890625 Penalty: 3472.617676
	Iteration 5F: 3 clusters Score -193020.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -193202.718750 Penalty: 3472.617676
	Iteration 6F: 3 clusters Score -193202.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -193409.734375 Penalty: 3472.617676
	Iteration 7F: 3 clusters Score -193409.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -193664.453125 Penalty: 3472.617676
	Iteration 8F: 3 clusters Score -193664.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -193900.687500 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -193900.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -194084.890625 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -194084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -194239.140625 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -194239.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -194349.484375 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -194349.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194376.078125 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -194376.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -194393.609375 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -194393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -194401.109375 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -194401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194404.515625 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -194404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -194406.140625 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -194406.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194408.796875 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -194408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -194410.468750 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -194410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194417.187500 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -194417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -194431.562500 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -194431.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -194460.609375 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -194460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -194524.187500 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -194524.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -194650.484375 Penalty: 3472.617676
	Iteration 24Q: 3 clusters Score -194650.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -194722.765625 Penalty: 3472.617676
	Iteration 25Q: 3 clusters Score -194722.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -194733.625000 Penalty: 3472.617676
	Iteration 26Q: 3 clusters Score -194733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -194733.625000 Penalty: 3472.617676
	Iteration 27F: 3 clusters Score -194733.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 49176 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 533 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23570 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57804 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 53294 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 31200 members 
Mstep: Class 18 contains 43824 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 49099 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 50631 members 
Mstep: Class 27 contains 5336 members 
Mstep: Class 28 contains 50277 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48769 members 
Mstep: Class 31 contains 565 members 
Entering Unmasked Estep 
Score: -137130064.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137131216.000000 to -137130064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 367 members 
Entering Unmasked Estep 
Score: -87323.507812 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87323.51 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88087.179688 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -88087.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88378.945312 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88378.95 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88529.750000 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -88529.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88605.468750 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88605.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -88651.242188 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88651.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88685.765625 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88685.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88704.875000 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88704.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88717.960938 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88717.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88726.343750 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88726.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88727.242188 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88727.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88727.242188 Penalty: 3268.789307
	Iteration 11F: 3 clusters Score -88727.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Entering Unmasked Estep 
Score: -4406764.500000 Penalty: 2496.797119
	Iteration 0F: 2 clusters Score -4406764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -4390404.500000 Penalty: 4993.594238
	Iteration 0F: 3 clusters Score -4390404 nChanged 10513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4396039.500000 Penalty: 4993.594238
	Iteration 1F: 3 clusters Score -4396040 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4396480.500000 Penalty: 4993.594238
	Iteration 2F: 3 clusters Score -4396480 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -4396855.000000 Penalty: 4993.594238
	Iteration 3Q: 3 clusters Score -4396855 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4397192.500000 Penalty: 4993.594238
	Iteration 4Q: 3 clusters Score -4397192 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -4397539.500000 Penalty: 4993.594238
	Iteration 5Q: 3 clusters Score -4397540 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4397951.000000 Penalty: 4993.594238
	Iteration 6Q: 3 clusters Score -4397951 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4398536.500000 Penalty: 4993.594238
	Iteration 7Q: 3 clusters Score -4398536 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -4399417.500000 Penalty: 4993.594238
	Iteration 8F: 3 clusters Score -4399418 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -4400486.000000 Penalty: 4993.594238
	Iteration 9F: 3 clusters Score -4400486 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -4401591.500000 Penalty: 4993.594238
	Iteration 10F: 3 clusters Score -4401592 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4402558.000000 Penalty: 4993.594238
	Iteration 11Q: 3 clusters Score -4402558 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -4403260.500000 Penalty: 4993.594238
	Iteration 12Q: 3 clusters Score -4403260 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4403703.500000 Penalty: 4993.594238
	Iteration 13Q: 3 clusters Score -4403704 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4404013.000000 Penalty: 4993.594238
	Iteration 14Q: 3 clusters Score -4404013 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -4404151.000000 Penalty: 4993.594238
	Iteration 15Q: 3 clusters Score -4404151 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4404257.500000 Penalty: 4993.594238
	Iteration 16Q: 3 clusters Score -4404258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -4404342.500000 Penalty: 4993.594238
	Iteration 17Q: 3 clusters Score -4404342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -4404404.500000 Penalty: 4993.594238
	Iteration 18Q: 3 clusters Score -4404404 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4404450.000000 Penalty: 4993.594238
	Iteration 19Q: 3 clusters Score -4404450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -4404480.500000 Penalty: 4993.594238
	Iteration 20F: 3 clusters Score -4404480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4404509.000000 Penalty: 4993.594238
	Iteration 21Q: 3 clusters Score -4404509 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4404526.500000 Penalty: 4993.594238
	Iteration 22Q: 3 clusters Score -4404526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4404549.500000 Penalty: 4993.594238
	Iteration 23Q: 3 clusters Score -4404550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4404566.500000 Penalty: 4993.594238
	Iteration 24Q: 3 clusters Score -4404566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4404577.500000 Penalty: 4993.594238
	Iteration 25Q: 3 clusters Score -4404578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4404586.500000 Penalty: 4993.594238
	Iteration 26Q: 3 clusters Score -4404586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4404597.500000 Penalty: 4993.594238
	Iteration 27Q: 3 clusters Score -4404598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4404603.000000 Penalty: 4993.594238
	Iteration 28Q: 3 clusters Score -4404603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -4404604.000000 Penalty: 4993.594238
	Iteration 29Q: 3 clusters Score -4404604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4404596.500000 Penalty: 4993.594238
	Iteration 30Q: 3 clusters Score -4404596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4404602.500000 Penalty: 4993.594238
	Iteration 31Q: 3 clusters Score -4404602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4404611.500000 Penalty: 4993.594238
	Iteration 32Q: 3 clusters Score -4404612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -4404618.500000 Penalty: 4993.594238
	Iteration 33Q: 3 clusters Score -4404618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4404621.500000 Penalty: 4993.594238
	Iteration 34Q: 3 clusters Score -4404622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -4404625.500000 Penalty: 4993.594238
	Iteration 35Q: 3 clusters Score -4404626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4404631.000000 Penalty: 4993.594238
	Iteration 36Q: 3 clusters Score -4404631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -4404640.000000 Penalty: 4993.594238
	Iteration 37Q: 3 clusters Score -4404640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4404643.000000 Penalty: 4993.594238
	Iteration 38Q: 3 clusters Score -4404643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -4404652.500000 Penalty: 4993.594238
	Iteration 39Q: 3 clusters Score -4404652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4404650.500000 Penalty: 4993.594238
	Iteration 40F: 3 clusters Score -4404650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -4404658.000000 Penalty: 4993.594238
	Iteration 41Q: 3 clusters Score -4404658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4404658.000000 Penalty: 4993.594238
	Iteration 42Q: 3 clusters Score -4404658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4404657.000000 Penalty: 4993.594238
	Iteration 43Q: 3 clusters Score -4404657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4404657.000000 Penalty: 4993.594238
	Iteration 44F: 3 clusters Score -4404657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -164562.812500 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -164562.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -162643.781250 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -162643.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -163061.640625 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -163061.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163227.015625 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -163227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163310.937500 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -163310.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163441.875000 Penalty: 3440.907715
	Iteration 4Q: 3 clusters Score -163441.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -163629.687500 Penalty: 3440.907715
	Iteration 5F: 3 clusters Score -163629.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163765.625000 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -163765.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163856.500000 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -163856.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163900.296875 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -163900.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -163937.937500 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -163937.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -163968.609375 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -163968.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -163998.531250 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -163998.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -164031.750000 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -164031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -164060.703125 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -164060.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -164097.734375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -164097.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164141.125000 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -164141.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -164216.031250 Penalty: 3440.907715
	Iteration 16Q: 3 clusters Score -164216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -164269.187500 Penalty: 3440.907715
	Iteration 17Q: 3 clusters Score -164269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -164310.765625 Penalty: 3440.907715
	Iteration 18Q: 3 clusters Score -164310.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -164346.937500 Penalty: 3440.907715
	Iteration 19Q: 3 clusters Score -164346.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164413.203125 Penalty: 3440.907715
	Iteration 20F: 3 clusters Score -164413.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -164449.562500 Penalty: 3440.907715
	Iteration 21Q: 3 clusters Score -164449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -164465.140625 Penalty: 3440.907715
	Iteration 22Q: 3 clusters Score -164465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164468.328125 Penalty: 3440.907715
	Iteration 23Q: 3 clusters Score -164468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -164470.859375 Penalty: 3440.907715
	Iteration 24Q: 3 clusters Score -164470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -164470.859375 Penalty: 3440.907715
	Iteration 25F: 3 clusters Score -164470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Entering Unmasked Estep 
Score: -8523983.000000 Penalty: 2660.862549
	Iteration 0F: 2 clusters Score -8523983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8493834.000000 Penalty: 5321.725098
	Iteration 0F: 3 clusters Score -8493834 nChanged 20841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8505287.000000 Penalty: 5321.725098
	Iteration 1F: 3 clusters Score -8505287 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8506013.000000 Penalty: 5321.725098
	Iteration 2Q: 3 clusters Score -8506013 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8506754.000000 Penalty: 5321.725098
	Iteration 3Q: 3 clusters Score -8506754 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -8507703.000000 Penalty: 5321.725098
	Iteration 4Q: 3 clusters Score -8507703 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8508974.000000 Penalty: 5321.725098
	Iteration 5Q: 3 clusters Score -8508974 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -8510468.000000 Penalty: 5321.725098
	Iteration 6F: 3 clusters Score -8510468 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -8512145.000000 Penalty: 5321.725098
	Iteration 7F: 3 clusters Score -8512145 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -8513617.000000 Penalty: 5321.725098
	Iteration 8F: 3 clusters Score -8513617 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -8514906.000000 Penalty: 5321.725098
	Iteration 9Q: 3 clusters Score -8514906 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -8515856.000000 Penalty: 5321.725098
	Iteration 10Q: 3 clusters Score -8515856 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -8516456.000000 Penalty: 5321.725098
	Iteration 11Q: 3 clusters Score -8516456 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -8516812.000000 Penalty: 5321.725098
	Iteration 12Q: 3 clusters Score -8516812 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -8517060.000000 Penalty: 5321.725098
	Iteration 13Q: 3 clusters Score -8517060 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -8517192.000000 Penalty: 5321.725098
	Iteration 14Q: 3 clusters Score -8517192 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -8517279.000000 Penalty: 5321.725098
	Iteration 15Q: 3 clusters Score -8517279 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -8517329.000000 Penalty: 5321.725098
	Iteration 16Q: 3 clusters Score -8517329 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -8517382.000000 Penalty: 5321.725098
	Iteration 17Q: 3 clusters Score -8517382 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -8517510.000000 Penalty: 5321.725098
	Iteration 18Q: 3 clusters Score -8517510 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -8517572.000000 Penalty: 5321.725098
	Iteration 19Q: 3 clusters Score -8517572 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -8517620.000000 Penalty: 5321.725098
	Iteration 20F: 3 clusters Score -8517620 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -8517707.000000 Penalty: 5321.725098
	Iteration 21Q: 3 clusters Score -8517707 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -8517756.000000 Penalty: 5321.725098
	Iteration 22Q: 3 clusters Score -8517756 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -8517831.000000 Penalty: 5321.725098
	Iteration 23Q: 3 clusters Score -8517831 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -8517917.000000 Penalty: 5321.725098
	Iteration 24Q: 3 clusters Score -8517917 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -8518022.000000 Penalty: 5321.725098
	Iteration 25Q: 3 clusters Score -8518022 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -8518089.000000 Penalty: 5321.725098
	Iteration 26Q: 3 clusters Score -8518089 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -8518166.000000 Penalty: 5321.725098
	Iteration 27Q: 3 clusters Score -8518166 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -8518283.000000 Penalty: 5321.725098
	Iteration 28Q: 3 clusters Score -8518283 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -8518390.000000 Penalty: 5321.725098
	Iteration 29Q: 3 clusters Score -8518390 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -8518515.000000 Penalty: 5321.725098
	Iteration 30Q: 3 clusters Score -8518515 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -8518652.000000 Penalty: 5321.725098
	Iteration 31Q: 3 clusters Score -8518652 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -8518802.000000 Penalty: 5321.725098
	Iteration 32Q: 3 clusters Score -8518802 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -8518964.000000 Penalty: 5321.725098
	Iteration 33Q: 3 clusters Score -8518964 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -8519137.000000 Penalty: 5321.725098
	Iteration 34Q: 3 clusters Score -8519137 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8519310.000000 Penalty: 5321.725098
	Iteration 35Q: 3 clusters Score -8519310 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -8519489.000000 Penalty: 5321.725098
	Iteration 36Q: 3 clusters Score -8519489 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -8519726.000000 Penalty: 5321.725098
	Iteration 37Q: 3 clusters Score -8519726 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -8519909.000000 Penalty: 5321.725098
	Iteration 38Q: 3 clusters Score -8519909 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -8520162.000000 Penalty: 5321.725098
	Iteration 39Q: 3 clusters Score -8520162 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8520358.000000 Penalty: 5321.725098
	Iteration 40F: 3 clusters Score -8520358 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8520515.000000 Penalty: 5321.725098
	Iteration 41Q: 3 clusters Score -8520515 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8520766.000000 Penalty: 5321.725098
	Iteration 42Q: 3 clusters Score -8520766 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -8520917.000000 Penalty: 5321.725098
	Iteration 43Q: 3 clusters Score -8520917 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8521084.000000 Penalty: 5321.725098
	Iteration 44Q: 3 clusters Score -8521084 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -8521197.000000 Penalty: 5321.725098
	Iteration 45Q: 3 clusters Score -8521197 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8521295.000000 Penalty: 5321.725098
	Iteration 46Q: 3 clusters Score -8521295 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8521350.000000 Penalty: 5321.725098
	Iteration 47Q: 3 clusters Score -8521350 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8521403.000000 Penalty: 5321.725098
	Iteration 48Q: 3 clusters Score -8521403 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8521441.000000 Penalty: 5321.725098
	Iteration 49Q: 3 clusters Score -8521441 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8521488.000000 Penalty: 5321.725098
	Iteration 50Q: 3 clusters Score -8521488 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8521528.000000 Penalty: 5321.725098
	Iteration 51Q: 3 clusters Score -8521528 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8521577.000000 Penalty: 5321.725098
	Iteration 52Q: 3 clusters Score -8521577 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8521596.000000 Penalty: 5321.725098
	Iteration 53Q: 3 clusters Score -8521596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
Score: -8521621.000000 Penalty: 5321.725098
	Iteration 54Q: 3 clusters Score -8521621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -8521644.000000 Penalty: 5321.725098
	Iteration 55Q: 3 clusters Score -8521644 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -8521696.000000 Penalty: 5321.725098
	Iteration 56Q: 3 clusters Score -8521696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8521712.000000 Penalty: 5321.725098
	Iteration 57Q: 3 clusters Score -8521712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8521733.000000 Penalty: 5321.725098
	Iteration 58Q: 3 clusters Score -8521733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8521732.000000 Penalty: 5321.725098
	Iteration 59Q: 3 clusters Score -8521732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8521748.000000 Penalty: 5321.725098
	Iteration 60F: 3 clusters Score -8521748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8521761.000000 Penalty: 5321.725098
	Iteration 61Q: 3 clusters Score -8521761 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8521760.000000 Penalty: 5321.725098
	Iteration 62Q: 3 clusters Score -8521760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8521763.000000 Penalty: 5321.725098
	Iteration 63Q: 3 clusters Score -8521763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8521771.000000 Penalty: 5321.725098
	Iteration 64Q: 3 clusters Score -8521771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8521769.000000 Penalty: 5321.725098
	Iteration 65Q: 3 clusters Score -8521769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -8521772.000000 Penalty: 5321.725098
	Iteration 66Q: 3 clusters Score -8521772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8521780.000000 Penalty: 5321.725098
	Iteration 67Q: 3 clusters Score -8521780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8521780.000000 Penalty: 5321.725098
	Iteration 68Q: 3 clusters Score -8521780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8521780.000000 Penalty: 5321.725098
	Iteration 69Q: 3 clusters Score -8521780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8521783.000000 Penalty: 5321.725098
	Iteration 70Q: 3 clusters Score -8521783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8521785.000000 Penalty: 5321.725098
	Iteration 71Q: 3 clusters Score -8521785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8521784.000000 Penalty: 5321.725098
	Iteration 72Q: 3 clusters Score -8521784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8521784.000000 Penalty: 5321.725098
	Iteration 73Q: 3 clusters Score -8521784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8521784.000000 Penalty: 5321.725098
	Iteration 74F: 3 clusters Score -8521784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -200938.828125 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -200938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -198918.531250 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -198918.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199312.875000 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -199312.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -199420.359375 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -199420.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -199475.343750 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -199475.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -199497.343750 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -199497.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -199506.250000 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -199506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -199509.421875 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -199509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -199511.000000 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -199511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -199511.000000 Penalty: 3506.657715
	Iteration 8F: 3 clusters Score -199511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57804 members 
Entering Unmasked Estep 
Score: -10843157.000000 Penalty: 2719.273682
	Iteration 0F: 2 clusters Score -1.084316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -10812197.000000 Penalty: 5438.547363
	Iteration 0F: 3 clusters Score -1.08122e+07 nChanged 26730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -10827046.000000 Penalty: 5438.547363
	Iteration 1F: 3 clusters Score -1.082705e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -10827544.000000 Penalty: 5438.547363
	Iteration 2Q: 3 clusters Score -1.082754e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -10828004.000000 Penalty: 5438.547363
	Iteration 3Q: 3 clusters Score -1.0828e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -10828460.000000 Penalty: 5438.547363
	Iteration 4Q: 3 clusters Score -1.082846e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -10829016.000000 Penalty: 5438.547363
	Iteration 5Q: 3 clusters Score -1.082902e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -10829718.000000 Penalty: 5438.547363
	Iteration 6Q: 3 clusters Score -1.082972e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -10830686.000000 Penalty: 5438.547363
	Iteration 7Q: 3 clusters Score -1.083069e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -10831999.000000 Penalty: 5438.547363
	Iteration 8Q: 3 clusters Score -1.0832e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -10833749.000000 Penalty: 5438.547363
	Iteration 9F: 3 clusters Score -1.083375e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -10835960.000000 Penalty: 5438.547363
	Iteration 10F: 3 clusters Score -1.083596e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -10838178.000000 Penalty: 5438.547363
	Iteration 11F: 3 clusters Score -1.083818e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -10839702.000000 Penalty: 5438.547363
	Iteration 12Q: 3 clusters Score -1.08397e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -10840345.000000 Penalty: 5438.547363
	Iteration 13Q: 3 clusters Score -1.084034e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -10840633.000000 Penalty: 5438.547363
	Iteration 14Q: 3 clusters Score -1.084063e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10840862.000000 Penalty: 5438.547363
	Iteration 15Q: 3 clusters Score -1.084086e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -10841024.000000 Penalty: 5438.547363
	Iteration 16Q: 3 clusters Score -1.084102e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -10841139.000000 Penalty: 5438.547363
	Iteration 17Q: 3 clusters Score -1.084114e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -10841373.000000 Penalty: 5438.547363
	Iteration 18Q: 3 clusters Score -1.084137e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -10841556.000000 Penalty: 5438.547363
	Iteration 19Q: 3 clusters Score -1.084156e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -10841767.000000 Penalty: 5438.547363
	Iteration 20F: 3 clusters Score -1.084177e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -10842025.000000 Penalty: 5438.547363
	Iteration 21Q: 3 clusters Score -1.084202e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -10842160.000000 Penalty: 5438.547363
	Iteration 22Q: 3 clusters Score -1.084216e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -10842366.000000 Penalty: 5438.547363
	Iteration 23Q: 3 clusters Score -1.084237e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -10842490.000000 Penalty: 5438.547363
	Iteration 24Q: 3 clusters Score -1.084249e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -10842683.000000 Penalty: 5438.547363
	Iteration 25Q: 3 clusters Score -1.084268e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -10842893.000000 Penalty: 5438.547363
	Iteration 26Q: 3 clusters Score -1.084289e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -10843158.000000 Penalty: 5438.547363
	Iteration 27Q: 3 clusters Score -1.084316e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -10843463.000000 Penalty: 5438.547363
	Iteration 28Q: 3 clusters Score -1.084346e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -10843713.000000 Penalty: 5438.547363
	Iteration 29Q: 3 clusters Score -1.084371e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -10843950.000000 Penalty: 5438.547363
	Iteration 30Q: 3 clusters Score -1.084395e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -10844186.000000 Penalty: 5438.547363
	Iteration 31Q: 3 clusters Score -1.084419e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -10844347.000000 Penalty: 5438.547363
	Iteration 32Q: 3 clusters Score -1.084435e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -10844503.000000 Penalty: 5438.547363
	Iteration 33Q: 3 clusters Score -1.08445e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -10844657.000000 Penalty: 5438.547363
	Iteration 34Q: 3 clusters Score -1.084466e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -10844748.000000 Penalty: 5438.547363
	Iteration 35Q: 3 clusters Score -1.084475e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -10844759.000000 Penalty: 5438.547363
	Iteration 36Q: 3 clusters Score -1.084476e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -10844774.000000 Penalty: 5438.547363
	Iteration 37Q: 3 clusters Score -1.084477e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -10844815.000000 Penalty: 5438.547363
	Iteration 38Q: 3 clusters Score -1.084482e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -10844793.000000 Penalty: 5438.547363
	Iteration 39Q: 3 clusters Score -1.084479e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -10845041.000000 Penalty: 5438.547363
	Iteration 40F: 3 clusters Score -1.084504e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -10845211.000000 Penalty: 5438.547363
	Iteration 41Q: 3 clusters Score -1.084521e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -10845309.000000 Penalty: 5438.547363
	Iteration 42Q: 3 clusters Score -1.084531e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -10845443.000000 Penalty: 5438.547363
	Iteration 43Q: 3 clusters Score -1.084544e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -10845475.000000 Penalty: 5438.547363
	Iteration 44Q: 3 clusters Score -1.084548e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -10845527.000000 Penalty: 5438.547363
	Iteration 45Q: 3 clusters Score -1.084553e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -10845605.000000 Penalty: 5438.547363
	Iteration 46Q: 3 clusters Score -1.08456e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -10845642.000000 Penalty: 5438.547363
	Iteration 47Q: 3 clusters Score -1.084564e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -10845653.000000 Penalty: 5438.547363
	Iteration 48Q: 3 clusters Score -1.084565e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -10845654.000000 Penalty: 5438.547363
	Iteration 49Q: 3 clusters Score -1.084565e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22509 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -10845752.000000 Penalty: 5438.547363
	Iteration 50Q: 3 clusters Score -1.084575e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -10845828.000000 Penalty: 5438.547363
	Iteration 51Q: 3 clusters Score -1.084583e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -10845846.000000 Penalty: 5438.547363
	Iteration 52Q: 3 clusters Score -1.084585e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -10845884.000000 Penalty: 5438.547363
	Iteration 53Q: 3 clusters Score -1.084588e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -10845882.000000 Penalty: 5438.547363
	Iteration 54Q: 3 clusters Score -1.084588e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -10845904.000000 Penalty: 5438.547363
	Iteration 55Q: 3 clusters Score -1.08459e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -10845941.000000 Penalty: 5438.547363
	Iteration 56Q: 3 clusters Score -1.084594e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -10845885.000000 Penalty: 5438.547363
	Iteration 57Q: 3 clusters Score -1.084588e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -10845919.000000 Penalty: 5438.547363
	Iteration 58Q: 3 clusters Score -1.084592e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -10845927.000000 Penalty: 5438.547363
	Iteration 59Q: 3 clusters Score -1.084593e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -10845833.000000 Penalty: 5438.547363
	Iteration 60F: 3 clusters Score -1.084583e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -10845777.000000 Penalty: 5438.547363
	Iteration 61Q: 3 clusters Score -1.084578e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -10845609.000000 Penalty: 5438.547363
	Iteration 62Q: 3 clusters Score -1.084561e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -10845361.000000 Penalty: 5438.547363
	Iteration 63Q: 3 clusters Score -1.084536e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -10845115.000000 Penalty: 5438.547363
	Iteration 64Q: 3 clusters Score -1.084512e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -10844690.000000 Penalty: 5438.547363
	Iteration 65Q: 3 clusters Score -1.084469e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -10844287.000000 Penalty: 5438.547363
	Iteration 66Q: 3 clusters Score -1.084429e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -10843859.000000 Penalty: 5438.547363
	Iteration 67Q: 3 clusters Score -1.084386e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -10843479.000000 Penalty: 5438.547363
	Iteration 68Q: 3 clusters Score -1.084348e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -10843513.000000 Penalty: 5438.547363
	Iteration 69Q: 3 clusters Score -1.084351e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -10843567.000000 Penalty: 5438.547363
	Iteration 70Q: 3 clusters Score -1.084357e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -10843529.000000 Penalty: 5438.547363
	Iteration 71Q: 3 clusters Score -1.084353e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -10843457.000000 Penalty: 5438.547363
	Iteration 72Q: 3 clusters Score -1.084346e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -10843377.000000 Penalty: 5438.547363
	Iteration 73Q: 3 clusters Score -1.084338e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -10843319.000000 Penalty: 5438.547363
	Iteration 74Q: 3 clusters Score -1.084332e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -10843237.000000 Penalty: 5438.547363
	Iteration 75Q: 3 clusters Score -1.084324e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -10843239.000000 Penalty: 5438.547363
	Iteration 76Q: 3 clusters Score -1.084324e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -10843156.000000 Penalty: 5438.547363
	Iteration 77Q: 3 clusters Score -1.084316e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -10843118.000000 Penalty: 5438.547363
	Iteration 78Q: 3 clusters Score -1.084312e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -10843081.000000 Penalty: 5438.547363
	Iteration 79Q: 3 clusters Score -1.084308e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -10843026.000000 Penalty: 5438.547363
	Iteration 80F: 3 clusters Score -1.084303e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -10842947.000000 Penalty: 5438.547363
	Iteration 81Q: 3 clusters Score -1.084295e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -10842883.000000 Penalty: 5438.547363
	Iteration 82Q: 3 clusters Score -1.084288e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -10842779.000000 Penalty: 5438.547363
	Iteration 83Q: 3 clusters Score -1.084278e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 52259 members 
Entering Unmasked Estep 
Score: -10842701.000000 Penalty: 5438.547363
	Iteration 84Q: 3 clusters Score -1.08427e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 52389 members 
Entering Unmasked Estep 
Score: -10842656.000000 Penalty: 5438.547363
	Iteration 85Q: 3 clusters Score -1.084266e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -10842619.000000 Penalty: 5438.547363
	Iteration 86Q: 3 clusters Score -1.084262e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 52551 members 
Entering Unmasked Estep 
Score: -10842553.000000 Penalty: 5438.547363
	Iteration 87Q: 3 clusters Score -1.084255e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -10842485.000000 Penalty: 5438.547363
	Iteration 88Q: 3 clusters Score -1.084248e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -10842439.000000 Penalty: 5438.547363
	Iteration 89Q: 3 clusters Score -1.084244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -10842387.000000 Penalty: 5438.547363
	Iteration 90Q: 3 clusters Score -1.084239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 52853 members 
Entering Unmasked Estep 
Score: -10842352.000000 Penalty: 5438.547363
	Iteration 91Q: 3 clusters Score -1.084235e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -10842327.000000 Penalty: 5438.547363
	Iteration 92Q: 3 clusters Score -1.084233e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -10842301.000000 Penalty: 5438.547363
	Iteration 93Q: 3 clusters Score -1.08423e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -10842260.000000 Penalty: 5438.547363
	Iteration 94Q: 3 clusters Score -1.084226e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 53112 members 
Entering Unmasked Estep 
Score: -10842246.000000 Penalty: 5438.547363
	Iteration 95Q: 3 clusters Score -1.084225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -10842228.000000 Penalty: 5438.547363
	Iteration 96Q: 3 clusters Score -1.084223e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -10842199.000000 Penalty: 5438.547363
	Iteration 97Q: 3 clusters Score -1.08422e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -10842164.000000 Penalty: 5438.547363
	Iteration 98Q: 3 clusters Score -1.084216e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -10842158.000000 Penalty: 5438.547363
	Iteration 99Q: 3 clusters Score -1.084216e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -10842126.000000 Penalty: 5438.547363
	Iteration 100F: 3 clusters Score -1.084213e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -10842094.000000 Penalty: 5438.547363
	Iteration 101Q: 3 clusters Score -1.084209e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -10842052.000000 Penalty: 5438.547363
	Iteration 102Q: 3 clusters Score -1.084205e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -10842049.000000 Penalty: 5438.547363
	Iteration 103Q: 3 clusters Score -1.084205e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -10842035.000000 Penalty: 5438.547363
	Iteration 104Q: 3 clusters Score -1.084204e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 53680 members 
Entering Unmasked Estep 
Score: -10842001.000000 Penalty: 5438.547363
	Iteration 105Q: 3 clusters Score -1.0842e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -10841955.000000 Penalty: 5438.547363
	Iteration 106Q: 3 clusters Score -1.084196e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -10841965.000000 Penalty: 5438.547363
	Iteration 107Q: 3 clusters Score -1.084196e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -10841899.000000 Penalty: 5438.547363
	Iteration 108Q: 3 clusters Score -1.08419e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -10841887.000000 Penalty: 5438.547363
	Iteration 109Q: 3 clusters Score -1.084189e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -10841898.000000 Penalty: 5438.547363
	Iteration 110Q: 3 clusters Score -1.08419e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -10841877.000000 Penalty: 5438.547363
	Iteration 111Q: 3 clusters Score -1.084188e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 54100 members 
Entering Unmasked Estep 
Score: -10841845.000000 Penalty: 5438.547363
	Iteration 112Q: 3 clusters Score -1.084184e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -10841859.000000 Penalty: 5438.547363
	Iteration 113Q: 3 clusters Score -1.084186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10841866.000000 Penalty: 5438.547363
	Iteration 114Q: 3 clusters Score -1.084187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -10841871.000000 Penalty: 5438.547363
	Iteration 115Q: 3 clusters Score -1.084187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -10841864.000000 Penalty: 5438.547363
	Iteration 116Q: 3 clusters Score -1.084186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 54292 members 
Entering Unmasked Estep 
Score: -10841833.000000 Penalty: 5438.547363
	Iteration 117Q: 3 clusters Score -1.084183e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 54341 members 
Entering Unmasked Estep 
Score: -10841810.000000 Penalty: 5438.547363
	Iteration 118Q: 3 clusters Score -1.084181e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10841799.000000 Penalty: 5438.547363
	Iteration 119Q: 3 clusters Score -1.08418e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -10841827.000000 Penalty: 5438.547363
	Iteration 120F: 3 clusters Score -1.084183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -10841804.000000 Penalty: 5438.547363
	Iteration 121Q: 3 clusters Score -1.08418e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -10841810.000000 Penalty: 5438.547363
	Iteration 122Q: 3 clusters Score -1.084181e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -10841799.000000 Penalty: 5438.547363
	Iteration 123Q: 3 clusters Score -1.08418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -10841781.000000 Penalty: 5438.547363
	Iteration 124Q: 3 clusters Score -1.084178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -10841782.000000 Penalty: 5438.547363
	Iteration 125Q: 3 clusters Score -1.084178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -10841784.000000 Penalty: 5438.547363
	Iteration 126Q: 3 clusters Score -1.084178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10841781.000000 Penalty: 5438.547363
	Iteration 127Q: 3 clusters Score -1.084178e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -10841772.000000 Penalty: 5438.547363
	Iteration 128Q: 3 clusters Score -1.084177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -10841772.000000 Penalty: 5438.547363
	Iteration 129Q: 3 clusters Score -1.084177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -10841769.000000 Penalty: 5438.547363
	Iteration 130Q: 3 clusters Score -1.084177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -10841768.000000 Penalty: 5438.547363
	Iteration 131Q: 3 clusters Score -1.084177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -10841784.000000 Penalty: 5438.547363
	Iteration 132Q: 3 clusters Score -1.084178e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -10841783.000000 Penalty: 5438.547363
	Iteration 133Q: 3 clusters Score -1.084178e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -10841784.000000 Penalty: 5438.547363
	Iteration 134Q: 3 clusters Score -1.084178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -10841787.000000 Penalty: 5438.547363
	Iteration 135Q: 3 clusters Score -1.084179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -10841786.000000 Penalty: 5438.547363
	Iteration 136Q: 3 clusters Score -1.084179e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -10841775.000000 Penalty: 5438.547363
	Iteration 137Q: 3 clusters Score -1.084178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -10841779.000000 Penalty: 5438.547363
	Iteration 138Q: 3 clusters Score -1.084178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -10841743.000000 Penalty: 5438.547363
	Iteration 139Q: 3 clusters Score -1.084174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -10841755.000000 Penalty: 5438.547363
	Iteration 140F: 3 clusters Score -1.084176e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -10841755.000000 Penalty: 5438.547363
	Iteration 141Q: 3 clusters Score -1.084176e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -10841754.000000 Penalty: 5438.547363
	Iteration 142Q: 3 clusters Score -1.084175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -10841756.000000 Penalty: 5438.547363
	Iteration 143Q: 3 clusters Score -1.084176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -10841744.000000 Penalty: 5438.547363
	Iteration 144Q: 3 clusters Score -1.084174e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 54795 members 
Entering Unmasked Estep 
Score: -10841756.000000 Penalty: 5438.547363
	Iteration 145Q: 3 clusters Score -1.084176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -10841765.000000 Penalty: 5438.547363
	Iteration 146Q: 3 clusters Score -1.084176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 54808 members 
Entering Unmasked Estep 
Score: -10841763.000000 Penalty: 5438.547363
	Iteration 147Q: 3 clusters Score -1.084176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -10841769.000000 Penalty: 5438.547363
	Iteration 148Q: 3 clusters Score -1.084177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -10841755.000000 Penalty: 5438.547363
	Iteration 149Q: 3 clusters Score -1.084176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -10841751.000000 Penalty: 5438.547363
	Iteration 150Q: 3 clusters Score -1.084175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 54834 members 
Entering Unmasked Estep 
Score: -10841756.000000 Penalty: 5438.547363
	Iteration 151Q: 3 clusters Score -1.084176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -10841741.000000 Penalty: 5438.547363
	Iteration 152Q: 3 clusters Score -1.084174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -10841760.000000 Penalty: 5438.547363
	Iteration 153Q: 3 clusters Score -1.084176e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 54862 members 
Entering Unmasked Estep 
Score: -10841760.000000 Penalty: 5438.547363
	Iteration 154Q: 3 clusters Score -1.084176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 54871 members 
Entering Unmasked Estep 
Score: -10841767.000000 Penalty: 5438.547363
	Iteration 155Q: 3 clusters Score -1.084177e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10841755.000000 Penalty: 5438.547363
	Iteration 156Q: 3 clusters Score -1.084176e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -10841748.000000 Penalty: 5438.547363
	Iteration 157Q: 3 clusters Score -1.084175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -10841734.000000 Penalty: 5438.547363
	Iteration 158Q: 3 clusters Score -1.084173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -10841720.000000 Penalty: 5438.547363
	Iteration 159Q: 3 clusters Score -1.084172e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -10841719.000000 Penalty: 5438.547363
	Iteration 160F: 3 clusters Score -1.084172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -10841731.000000 Penalty: 5438.547363
	Iteration 161Q: 3 clusters Score -1.084173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -10841702.000000 Penalty: 5438.547363
	Iteration 162Q: 3 clusters Score -1.08417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 55010 members 
Entering Unmasked Estep 
Score: -10841723.000000 Penalty: 5438.547363
	Iteration 163Q: 3 clusters Score -1.084172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 55030 members 
Entering Unmasked Estep 
Score: -10841719.000000 Penalty: 5438.547363
	Iteration 164Q: 3 clusters Score -1.084172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -10841698.000000 Penalty: 5438.547363
	Iteration 165Q: 3 clusters Score -1.08417e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -10841700.000000 Penalty: 5438.547363
	Iteration 166Q: 3 clusters Score -1.08417e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -10841692.000000 Penalty: 5438.547363
	Iteration 167Q: 3 clusters Score -1.084169e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 55129 members 
Entering Unmasked Estep 
Score: -10841697.000000 Penalty: 5438.547363
	Iteration 168Q: 3 clusters Score -1.08417e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -10841680.000000 Penalty: 5438.547363
	Iteration 169Q: 3 clusters Score -1.084168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -10841665.000000 Penalty: 5438.547363
	Iteration 170Q: 3 clusters Score -1.084166e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 55195 members 
Entering Unmasked Estep 
Score: -10841668.000000 Penalty: 5438.547363
	Iteration 171Q: 3 clusters Score -1.084167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 55217 members 
Entering Unmasked Estep 
Score: -10841657.000000 Penalty: 5438.547363
	Iteration 172Q: 3 clusters Score -1.084166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10841637.000000 Penalty: 5438.547363
	Iteration 173Q: 3 clusters Score -1.084164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -10841642.000000 Penalty: 5438.547363
	Iteration 174Q: 3 clusters Score -1.084164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -10841644.000000 Penalty: 5438.547363
	Iteration 175Q: 3 clusters Score -1.084164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -10841631.000000 Penalty: 5438.547363
	Iteration 176Q: 3 clusters Score -1.084163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -10841606.000000 Penalty: 5438.547363
	Iteration 177Q: 3 clusters Score -1.084161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -10841609.000000 Penalty: 5438.547363
	Iteration 178Q: 3 clusters Score -1.084161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 55347 members 
Entering Unmasked Estep 
Score: -10841622.000000 Penalty: 5438.547363
	Iteration 179Q: 3 clusters Score -1.084162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -10841623.000000 Penalty: 5438.547363
	Iteration 180F: 3 clusters Score -1.084162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 55368 members 
Entering Unmasked Estep 
Score: -10841618.000000 Penalty: 5438.547363
	Iteration 181Q: 3 clusters Score -1.084162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -10841623.000000 Penalty: 5438.547363
	Iteration 182Q: 3 clusters Score -1.084162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 55388 members 
Entering Unmasked Estep 
Score: -10841628.000000 Penalty: 5438.547363
	Iteration 183Q: 3 clusters Score -1.084163e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -10841621.000000 Penalty: 5438.547363
	Iteration 184Q: 3 clusters Score -1.084162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -10841610.000000 Penalty: 5438.547363
	Iteration 185Q: 3 clusters Score -1.084161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -10841605.000000 Penalty: 5438.547363
	Iteration 186Q: 3 clusters Score -1.08416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -10841611.000000 Penalty: 5438.547363
	Iteration 187Q: 3 clusters Score -1.084161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -10841615.000000 Penalty: 5438.547363
	Iteration 188Q: 3 clusters Score -1.084162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 55411 members 
Entering Unmasked Estep 
Score: -10841604.000000 Penalty: 5438.547363
	Iteration 189Q: 3 clusters Score -1.08416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -10841607.000000 Penalty: 5438.547363
	Iteration 190Q: 3 clusters Score -1.084161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -10841611.000000 Penalty: 5438.547363
	Iteration 191Q: 3 clusters Score -1.084161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -10841608.000000 Penalty: 5438.547363
	Iteration 192Q: 3 clusters Score -1.084161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 55420 members 
Entering Unmasked Estep 
Score: -10841601.000000 Penalty: 5438.547363
	Iteration 193Q: 3 clusters Score -1.08416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 55423 members 
Entering Unmasked Estep 
Score: -10841604.000000 Penalty: 5438.547363
	Iteration 194Q: 3 clusters Score -1.08416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -10841606.000000 Penalty: 5438.547363
	Iteration 195Q: 3 clusters Score -1.084161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -10841610.000000 Penalty: 5438.547363
	Iteration 196Q: 3 clusters Score -1.084161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -10841604.000000 Penalty: 5438.547363
	Iteration 197Q: 3 clusters Score -1.08416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -10841604.000000 Penalty: 5438.547363
	Iteration 198F: 3 clusters Score -1.08416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Entering Unmasked Estep 
Score: -1180474.625000 Penalty: 2173.097412
	Iteration 0F: 2 clusters Score -1180475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1175106.625000 Penalty: 4346.194824
	Iteration 0F: 3 clusters Score -1175107 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1176449.250000 Penalty: 4346.194824
	Iteration 1F: 3 clusters Score -1176449 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1176695.375000 Penalty: 4346.194824
	Iteration 2F: 3 clusters Score -1176695 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1176858.875000 Penalty: 4346.194824
	Iteration 3F: 3 clusters Score -1176859 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1176978.250000 Penalty: 4346.194824
	Iteration 4Q: 3 clusters Score -1176978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1177047.250000 Penalty: 4346.194824
	Iteration 5Q: 3 clusters Score -1177047 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1177130.875000 Penalty: 4346.194824
	Iteration 6Q: 3 clusters Score -1177131 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1177209.250000 Penalty: 4346.194824
	Iteration 7Q: 3 clusters Score -1177209 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1177270.625000 Penalty: 4346.194824
	Iteration 8Q: 3 clusters Score -1177271 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1177337.375000 Penalty: 4346.194824
	Iteration 9Q: 3 clusters Score -1177337 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1177397.000000 Penalty: 4346.194824
	Iteration 10Q: 3 clusters Score -1177397 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1177464.875000 Penalty: 4346.194824
	Iteration 11Q: 3 clusters Score -1177465 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1177524.000000 Penalty: 4346.194824
	Iteration 12Q: 3 clusters Score -1177524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1177591.625000 Penalty: 4346.194824
	Iteration 13Q: 3 clusters Score -1177592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1177679.750000 Penalty: 4346.194824
	Iteration 14Q: 3 clusters Score -1177680 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1177784.250000 Penalty: 4346.194824
	Iteration 15Q: 3 clusters Score -1177784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1177898.875000 Penalty: 4346.194824
	Iteration 16Q: 3 clusters Score -1177899 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1178029.125000 Penalty: 4346.194824
	Iteration 17Q: 3 clusters Score -1178029 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1178152.625000 Penalty: 4346.194824
	Iteration 18Q: 3 clusters Score -1178153 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1178257.625000 Penalty: 4346.194824
	Iteration 19Q: 3 clusters Score -1178258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1178338.375000 Penalty: 4346.194824
	Iteration 20F: 3 clusters Score -1178338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1178401.625000 Penalty: 4346.194824
	Iteration 21Q: 3 clusters Score -1178402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1178445.500000 Penalty: 4346.194824
	Iteration 22Q: 3 clusters Score -1178446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1178485.500000 Penalty: 4346.194824
	Iteration 23Q: 3 clusters Score -1178486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1178519.500000 Penalty: 4346.194824
	Iteration 24Q: 3 clusters Score -1178520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1178542.750000 Penalty: 4346.194824
	Iteration 25Q: 3 clusters Score -1178543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1178553.000000 Penalty: 4346.194824
	Iteration 26Q: 3 clusters Score -1178553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1178564.125000 Penalty: 4346.194824
	Iteration 27Q: 3 clusters Score -1178564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1178570.625000 Penalty: 4346.194824
	Iteration 28Q: 3 clusters Score -1178571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1178575.625000 Penalty: 4346.194824
	Iteration 29Q: 3 clusters Score -1178576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1178579.000000 Penalty: 4346.194824
	Iteration 30Q: 3 clusters Score -1178579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1178581.000000 Penalty: 4346.194824
	Iteration 31Q: 3 clusters Score -1178581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1178581.000000 Penalty: 4346.194824
	Iteration 32F: 3 clusters Score -1178581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Entering Unmasked Estep 
Score: -9995965.000000 Penalty: 2699.127686
	Iteration 0F: 2 clusters Score -9995965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -9964244.000000 Penalty: 5398.255371
	Iteration 0F: 3 clusters Score -9964244 nChanged 24764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -9978159.000000 Penalty: 5398.255371
	Iteration 1F: 3 clusters Score -9978159 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -9979001.000000 Penalty: 5398.255371
	Iteration 2Q: 3 clusters Score -9979001 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -9980075.000000 Penalty: 5398.255371
	Iteration 3Q: 3 clusters Score -9980075 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -9981752.000000 Penalty: 5398.255371
	Iteration 4F: 3 clusters Score -9981752 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -9984390.000000 Penalty: 5398.255371
	Iteration 5F: 3 clusters Score -9984390 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -9987858.000000 Penalty: 5398.255371
	Iteration 6F: 3 clusters Score -9987858 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -9990956.000000 Penalty: 5398.255371
	Iteration 7F: 3 clusters Score -9990956 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9992697.000000 Penalty: 5398.255371
	Iteration 8F: 3 clusters Score -9992697 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -9993331.000000 Penalty: 5398.255371
	Iteration 9Q: 3 clusters Score -9993331 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 52679 members 
Entering Unmasked Estep 
Score: -9993569.000000 Penalty: 5398.255371
	Iteration 10Q: 3 clusters Score -9993569 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -9993684.000000 Penalty: 5398.255371
	Iteration 11Q: 3 clusters Score -9993684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 52954 members 
Entering Unmasked Estep 
Score: -9993746.000000 Penalty: 5398.255371
	Iteration 12Q: 3 clusters Score -9993746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 52987 members 
Entering Unmasked Estep 
Score: -9993768.000000 Penalty: 5398.255371
	Iteration 13Q: 3 clusters Score -9993768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -9993774.000000 Penalty: 5398.255371
	Iteration 14Q: 3 clusters Score -9993774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -9993764.000000 Penalty: 5398.255371
	Iteration 15Q: 3 clusters Score -9993764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 53020 members 
Entering Unmasked Estep 
Score: -9993774.000000 Penalty: 5398.255371
	Iteration 16Q: 3 clusters Score -9993774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -9993796.000000 Penalty: 5398.255371
	Iteration 17Q: 3 clusters Score -9993796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -9993793.000000 Penalty: 5398.255371
	Iteration 18Q: 3 clusters Score -9993793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -9993805.000000 Penalty: 5398.255371
	Iteration 19Q: 3 clusters Score -9993805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -9993810.000000 Penalty: 5398.255371
	Iteration 20F: 3 clusters Score -9993810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -9993814.000000 Penalty: 5398.255371
	Iteration 21Q: 3 clusters Score -9993814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -9993819.000000 Penalty: 5398.255371
	Iteration 22Q: 3 clusters Score -9993819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -9993819.000000 Penalty: 5398.255371
	Iteration 23F: 3 clusters Score -9993819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Entering Unmasked Estep 
Score: -8298665.500000 Penalty: 2655.011475
	Iteration 0F: 2 clusters Score -8298666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -8269104.000000 Penalty: 5310.022949
	Iteration 0F: 3 clusters Score -8269104 nChanged 20422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8280351.500000 Penalty: 5310.022949
	Iteration 1F: 3 clusters Score -8280352 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -8280966.000000 Penalty: 5310.022949
	Iteration 2Q: 3 clusters Score -8280966 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8281628.000000 Penalty: 5310.022949
	Iteration 3Q: 3 clusters Score -8281628 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8282384.500000 Penalty: 5310.022949
	Iteration 4Q: 3 clusters Score -8282384 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -8283291.500000 Penalty: 5310.022949
	Iteration 5Q: 3 clusters Score -8283292 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -8284515.000000 Penalty: 5310.022949
	Iteration 6F: 3 clusters Score -8284515 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -8286200.000000 Penalty: 5310.022949
	Iteration 7F: 3 clusters Score -8286200 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8288133.500000 Penalty: 5310.022949
	Iteration 8F: 3 clusters Score -8288134 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -8290152.500000 Penalty: 5310.022949
	Iteration 9F: 3 clusters Score -8290152 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -8292025.000000 Penalty: 5310.022949
	Iteration 10F: 3 clusters Score -8292025 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8293697.000000 Penalty: 5310.022949
	Iteration 11Q: 3 clusters Score -8293697 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8294989.500000 Penalty: 5310.022949
	Iteration 12Q: 3 clusters Score -8294990 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8295765.500000 Penalty: 5310.022949
	Iteration 13Q: 3 clusters Score -8295766 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -8296160.500000 Penalty: 5310.022949
	Iteration 14Q: 3 clusters Score -8296160 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8296412.000000 Penalty: 5310.022949
	Iteration 15Q: 3 clusters Score -8296412 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -8296580.000000 Penalty: 5310.022949
	Iteration 16Q: 3 clusters Score -8296580 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8296706.500000 Penalty: 5310.022949
	Iteration 17Q: 3 clusters Score -8296706 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8296775.500000 Penalty: 5310.022949
	Iteration 18Q: 3 clusters Score -8296776 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8296838.000000 Penalty: 5310.022949
	Iteration 19Q: 3 clusters Score -8296838 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8296881.500000 Penalty: 5310.022949
	Iteration 20F: 3 clusters Score -8296882 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8296947.000000 Penalty: 5310.022949
	Iteration 21Q: 3 clusters Score -8296947 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8296999.500000 Penalty: 5310.022949
	Iteration 22Q: 3 clusters Score -8297000 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8297045.500000 Penalty: 5310.022949
	Iteration 23Q: 3 clusters Score -8297046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8297052.000000 Penalty: 5310.022949
	Iteration 24Q: 3 clusters Score -8297052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8297079.500000 Penalty: 5310.022949
	Iteration 25Q: 3 clusters Score -8297080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8297097.000000 Penalty: 5310.022949
	Iteration 26Q: 3 clusters Score -8297097 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8297126.000000 Penalty: 5310.022949
	Iteration 27Q: 3 clusters Score -8297126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8297140.000000 Penalty: 5310.022949
	Iteration 28Q: 3 clusters Score -8297140 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8297154.500000 Penalty: 5310.022949
	Iteration 29Q: 3 clusters Score -8297154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8297155.500000 Penalty: 5310.022949
	Iteration 30Q: 3 clusters Score -8297156 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8297157.000000 Penalty: 5310.022949
	Iteration 31Q: 3 clusters Score -8297157 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8297169.000000 Penalty: 5310.022949
	Iteration 32Q: 3 clusters Score -8297169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8297167.000000 Penalty: 5310.022949
	Iteration 33Q: 3 clusters Score -8297167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8297183.500000 Penalty: 5310.022949
	Iteration 34Q: 3 clusters Score -8297184 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8297188.500000 Penalty: 5310.022949
	Iteration 35Q: 3 clusters Score -8297188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8297187.500000 Penalty: 5310.022949
	Iteration 36Q: 3 clusters Score -8297188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8297181.500000 Penalty: 5310.022949
	Iteration 37Q: 3 clusters Score -8297182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8297180.500000 Penalty: 5310.022949
	Iteration 38Q: 3 clusters Score -8297180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8297190.000000 Penalty: 5310.022949
	Iteration 39Q: 3 clusters Score -8297190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8297189.000000 Penalty: 5310.022949
	Iteration 40F: 3 clusters Score -8297189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8297188.500000 Penalty: 5310.022949
	Iteration 41Q: 3 clusters Score -8297188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8297189.500000 Penalty: 5310.022949
	Iteration 42Q: 3 clusters Score -8297190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8297198.500000 Penalty: 5310.022949
	Iteration 43Q: 3 clusters Score -8297198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8297195.000000 Penalty: 5310.022949
	Iteration 44Q: 3 clusters Score -8297195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8297205.000000 Penalty: 5310.022949
	Iteration 45Q: 3 clusters Score -8297205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8297209.000000 Penalty: 5310.022949
	Iteration 46Q: 3 clusters Score -8297209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8297209.000000 Penalty: 5310.022949
	Iteration 47Q: 3 clusters Score -8297209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8297212.000000 Penalty: 5310.022949
	Iteration 48Q: 3 clusters Score -8297212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8297195.000000 Penalty: 5310.022949
	Iteration 49Q: 3 clusters Score -8297195 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8297200.000000 Penalty: 5310.022949
	Iteration 50Q: 3 clusters Score -8297200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8297186.500000 Penalty: 5310.022949
	Iteration 51Q: 3 clusters Score -8297186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8297190.500000 Penalty: 5310.022949
	Iteration 52Q: 3 clusters Score -8297190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8297197.500000 Penalty: 5310.022949
	Iteration 53Q: 3 clusters Score -8297198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8297196.500000 Penalty: 5310.022949
	Iteration 54Q: 3 clusters Score -8297196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8297183.500000 Penalty: 5310.022949
	Iteration 55Q: 3 clusters Score -8297184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8297186.000000 Penalty: 5310.022949
	Iteration 56Q: 3 clusters Score -8297186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8297187.500000 Penalty: 5310.022949
	Iteration 57Q: 3 clusters Score -8297188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8297190.000000 Penalty: 5310.022949
	Iteration 58Q: 3 clusters Score -8297190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8297194.500000 Penalty: 5310.022949
	Iteration 59Q: 3 clusters Score -8297194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8297197.500000 Penalty: 5310.022949
	Iteration 60F: 3 clusters Score -8297198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8297199.000000 Penalty: 5310.022949
	Iteration 61Q: 3 clusters Score -8297199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8297199.000000 Penalty: 5310.022949
	Iteration 62F: 3 clusters Score -8297199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Entering Unmasked Estep 
Score: -282834.000000 Penalty: 1829.839111
	Iteration 0F: 2 clusters Score -282834 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 795 members 
Entering Unmasked Estep 
Score: -280508.781250 Penalty: 3659.678223
	Iteration 0F: 3 clusters Score -280508.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -281028.093750 Penalty: 3659.678223
	Iteration 1F: 3 clusters Score -281028.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -281220.750000 Penalty: 3659.678223
	Iteration 2F: 3 clusters Score -281220.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -281357.812500 Penalty: 3659.678223
	Iteration 3F: 3 clusters Score -281357.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -281471.656250 Penalty: 3659.678223
	Iteration 4Q: 3 clusters Score -281471.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -281574.937500 Penalty: 3659.678223
	Iteration 5Q: 3 clusters Score -281574.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -281665.031250 Penalty: 3659.678223
	Iteration 6Q: 3 clusters Score -281665 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -281738.531250 Penalty: 3659.678223
	Iteration 7Q: 3 clusters Score -281738.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -281784.375000 Penalty: 3659.678223
	Iteration 8Q: 3 clusters Score -281784.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -281814.812500 Penalty: 3659.678223
	Iteration 9Q: 3 clusters Score -281814.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -281835.750000 Penalty: 3659.678223
	Iteration 10Q: 3 clusters Score -281835.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -281846.718750 Penalty: 3659.678223
	Iteration 11Q: 3 clusters Score -281846.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -281853.500000 Penalty: 3659.678223
	Iteration 12Q: 3 clusters Score -281853.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -281859.500000 Penalty: 3659.678223
	Iteration 13Q: 3 clusters Score -281859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -281869.000000 Penalty: 3659.678223
	Iteration 14Q: 3 clusters Score -281869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -281875.093750 Penalty: 3659.678223
	Iteration 15Q: 3 clusters Score -281875.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -281882.531250 Penalty: 3659.678223
	Iteration 16Q: 3 clusters Score -281882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -281886.906250 Penalty: 3659.678223
	Iteration 17Q: 3 clusters Score -281886.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -281888.218750 Penalty: 3659.678223
	Iteration 18Q: 3 clusters Score -281888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -281890.031250 Penalty: 3659.678223
	Iteration 19Q: 3 clusters Score -281890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -281892.000000 Penalty: 3659.678223
	Iteration 20F: 3 clusters Score -281892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -281892.843750 Penalty: 3659.678223
	Iteration 21Q: 3 clusters Score -281892.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -281893.906250 Penalty: 3659.678223
	Iteration 22Q: 3 clusters Score -281893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -281896.312500 Penalty: 3659.678223
	Iteration 23Q: 3 clusters Score -281896.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -281898.031250 Penalty: 3659.678223
	Iteration 24Q: 3 clusters Score -281898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -281898.250000 Penalty: 3659.678223
	Iteration 25Q: 3 clusters Score -281898.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -281898.656250 Penalty: 3659.678223
	Iteration 26Q: 3 clusters Score -281898.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -281899.968750 Penalty: 3659.678223
	Iteration 27Q: 3 clusters Score -281900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -281899.968750 Penalty: 3659.678223
	Iteration 28F: 3 clusters Score -281900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (31200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Entering Unmasked Estep 
Score: -5839656.000000 Penalty: 2566.346924
	Iteration 0F: 2 clusters Score -5839656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5818224.500000 Penalty: 5132.693848
	Iteration 0F: 3 clusters Score -5818224 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -5825921.500000 Penalty: 5132.693848
	Iteration 1F: 3 clusters Score -5825922 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -5826511.500000 Penalty: 5132.693848
	Iteration 2Q: 3 clusters Score -5826512 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5826986.500000 Penalty: 5132.693848
	Iteration 3Q: 3 clusters Score -5826986 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5827500.000000 Penalty: 5132.693848
	Iteration 4Q: 3 clusters Score -5827500 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -5828101.500000 Penalty: 5132.693848
	Iteration 5Q: 3 clusters Score -5828102 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5828677.500000 Penalty: 5132.693848
	Iteration 6Q: 3 clusters Score -5828678 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -5829452.000000 Penalty: 5132.693848
	Iteration 7Q: 3 clusters Score -5829452 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5830427.000000 Penalty: 5132.693848
	Iteration 8Q: 3 clusters Score -5830427 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -5831533.000000 Penalty: 5132.693848
	Iteration 9F: 3 clusters Score -5831533 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -5832479.000000 Penalty: 5132.693848
	Iteration 10F: 3 clusters Score -5832479 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -5833152.000000 Penalty: 5132.693848
	Iteration 11Q: 3 clusters Score -5833152 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -5833538.000000 Penalty: 5132.693848
	Iteration 12Q: 3 clusters Score -5833538 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5833704.500000 Penalty: 5132.693848
	Iteration 13Q: 3 clusters Score -5833704 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -5833758.500000 Penalty: 5132.693848
	Iteration 14Q: 3 clusters Score -5833758 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5833781.500000 Penalty: 5132.693848
	Iteration 15Q: 3 clusters Score -5833782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -5833828.000000 Penalty: 5132.693848
	Iteration 16Q: 3 clusters Score -5833828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5833874.500000 Penalty: 5132.693848
	Iteration 17Q: 3 clusters Score -5833874 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -5833891.000000 Penalty: 5132.693848
	Iteration 18Q: 3 clusters Score -5833891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -5833910.500000 Penalty: 5132.693848
	Iteration 19Q: 3 clusters Score -5833910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -5833946.000000 Penalty: 5132.693848
	Iteration 20F: 3 clusters Score -5833946 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5833980.500000 Penalty: 5132.693848
	Iteration 21Q: 3 clusters Score -5833980 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5834000.000000 Penalty: 5132.693848
	Iteration 22Q: 3 clusters Score -5834000 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -5834019.500000 Penalty: 5132.693848
	Iteration 23Q: 3 clusters Score -5834020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5834067.000000 Penalty: 5132.693848
	Iteration 24Q: 3 clusters Score -5834067 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5834086.500000 Penalty: 5132.693848
	Iteration 25Q: 3 clusters Score -5834086 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -5834093.000000 Penalty: 5132.693848
	Iteration 26Q: 3 clusters Score -5834093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -5834106.000000 Penalty: 5132.693848
	Iteration 27Q: 3 clusters Score -5834106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -5834112.000000 Penalty: 5132.693848
	Iteration 28Q: 3 clusters Score -5834112 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -5834127.500000 Penalty: 5132.693848
	Iteration 29Q: 3 clusters Score -5834128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -5834139.500000 Penalty: 5132.693848
	Iteration 30Q: 3 clusters Score -5834140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5834175.000000 Penalty: 5132.693848
	Iteration 31Q: 3 clusters Score -5834175 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -5834199.000000 Penalty: 5132.693848
	Iteration 32Q: 3 clusters Score -5834199 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5834220.000000 Penalty: 5132.693848
	Iteration 33Q: 3 clusters Score -5834220 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -5834255.000000 Penalty: 5132.693848
	Iteration 34Q: 3 clusters Score -5834255 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -5834261.500000 Penalty: 5132.693848
	Iteration 35Q: 3 clusters Score -5834262 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -5834274.000000 Penalty: 5132.693848
	Iteration 36Q: 3 clusters Score -5834274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -5834288.500000 Penalty: 5132.693848
	Iteration 37Q: 3 clusters Score -5834288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -5834315.500000 Penalty: 5132.693848
	Iteration 38Q: 3 clusters Score -5834316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5834336.500000 Penalty: 5132.693848
	Iteration 39Q: 3 clusters Score -5834336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5834361.000000 Penalty: 5132.693848
	Iteration 40F: 3 clusters Score -5834361 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -5834404.500000 Penalty: 5132.693848
	Iteration 41Q: 3 clusters Score -5834404 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -5834422.000000 Penalty: 5132.693848
	Iteration 42Q: 3 clusters Score -5834422 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -5834440.000000 Penalty: 5132.693848
	Iteration 43Q: 3 clusters Score -5834440 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -5834462.500000 Penalty: 5132.693848
	Iteration 44Q: 3 clusters Score -5834462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -5834486.000000 Penalty: 5132.693848
	Iteration 45Q: 3 clusters Score -5834486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -5834487.000000 Penalty: 5132.693848
	Iteration 46Q: 3 clusters Score -5834487 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5834543.500000 Penalty: 5132.693848
	Iteration 47Q: 3 clusters Score -5834544 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5834569.500000 Penalty: 5132.693848
	Iteration 48Q: 3 clusters Score -5834570 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -5834586.500000 Penalty: 5132.693848
	Iteration 49Q: 3 clusters Score -5834586 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -5834618.000000 Penalty: 5132.693848
	Iteration 50Q: 3 clusters Score -5834618 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -5834607.000000 Penalty: 5132.693848
	Iteration 51Q: 3 clusters Score -5834607 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -5834604.500000 Penalty: 5132.693848
	Iteration 52Q: 3 clusters Score -5834604 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -5834630.500000 Penalty: 5132.693848
	Iteration 53Q: 3 clusters Score -5834630 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -5834629.500000 Penalty: 5132.693848
	Iteration 54Q: 3 clusters Score -5834630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -5834661.000000 Penalty: 5132.693848
	Iteration 55Q: 3 clusters Score -5834661 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -5834704.500000 Penalty: 5132.693848
	Iteration 56Q: 3 clusters Score -5834704 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -5834709.500000 Penalty: 5132.693848
	Iteration 57Q: 3 clusters Score -5834710 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5834722.000000 Penalty: 5132.693848
	Iteration 58Q: 3 clusters Score -5834722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -5834754.000000 Penalty: 5132.693848
	Iteration 59Q: 3 clusters Score -5834754 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -5834759.500000 Penalty: 5132.693848
	Iteration 60F: 3 clusters Score -5834760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -5834758.000000 Penalty: 5132.693848
	Iteration 61Q: 3 clusters Score -5834758 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -5834762.000000 Penalty: 5132.693848
	Iteration 62Q: 3 clusters Score -5834762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -5834792.000000 Penalty: 5132.693848
	Iteration 63Q: 3 clusters Score -5834792 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -5834787.500000 Penalty: 5132.693848
	Iteration 64Q: 3 clusters Score -5834788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -5834820.000000 Penalty: 5132.693848
	Iteration 65Q: 3 clusters Score -5834820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -5834842.000000 Penalty: 5132.693848
	Iteration 66Q: 3 clusters Score -5834842 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -5834859.000000 Penalty: 5132.693848
	Iteration 67Q: 3 clusters Score -5834859 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -5834894.000000 Penalty: 5132.693848
	Iteration 68Q: 3 clusters Score -5834894 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -5834917.000000 Penalty: 5132.693848
	Iteration 69Q: 3 clusters Score -5834917 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -5834924.500000 Penalty: 5132.693848
	Iteration 70Q: 3 clusters Score -5834924 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -5834955.500000 Penalty: 5132.693848
	Iteration 71Q: 3 clusters Score -5834956 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -5835001.500000 Penalty: 5132.693848
	Iteration 72Q: 3 clusters Score -5835002 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -5835022.000000 Penalty: 5132.693848
	Iteration 73Q: 3 clusters Score -5835022 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -5835074.000000 Penalty: 5132.693848
	Iteration 74Q: 3 clusters Score -5835074 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -5835123.000000 Penalty: 5132.693848
	Iteration 75Q: 3 clusters Score -5835123 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -5835163.000000 Penalty: 5132.693848
	Iteration 76Q: 3 clusters Score -5835163 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -5835192.500000 Penalty: 5132.693848
	Iteration 77Q: 3 clusters Score -5835192 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -5835240.500000 Penalty: 5132.693848
	Iteration 78Q: 3 clusters Score -5835240 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -5835272.500000 Penalty: 5132.693848
	Iteration 79Q: 3 clusters Score -5835272 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -5835321.000000 Penalty: 5132.693848
	Iteration 80F: 3 clusters Score -5835321 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -5835360.000000 Penalty: 5132.693848
	Iteration 81Q: 3 clusters Score -5835360 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -5835418.000000 Penalty: 5132.693848
	Iteration 82Q: 3 clusters Score -5835418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5835461.500000 Penalty: 5132.693848
	Iteration 83Q: 3 clusters Score -5835462 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -5835530.500000 Penalty: 5132.693848
	Iteration 84Q: 3 clusters Score -5835530 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -5835573.500000 Penalty: 5132.693848
	Iteration 85Q: 3 clusters Score -5835574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -5835649.000000 Penalty: 5132.693848
	Iteration 86Q: 3 clusters Score -5835649 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5835695.500000 Penalty: 5132.693848
	Iteration 87Q: 3 clusters Score -5835696 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5835748.000000 Penalty: 5132.693848
	Iteration 88Q: 3 clusters Score -5835748 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -5835814.000000 Penalty: 5132.693848
	Iteration 89Q: 3 clusters Score -5835814 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -5835858.500000 Penalty: 5132.693848
	Iteration 90Q: 3 clusters Score -5835858 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -5835907.500000 Penalty: 5132.693848
	Iteration 91Q: 3 clusters Score -5835908 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5835973.500000 Penalty: 5132.693848
	Iteration 92Q: 3 clusters Score -5835974 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -5836028.500000 Penalty: 5132.693848
	Iteration 93Q: 3 clusters Score -5836028 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -5836102.500000 Penalty: 5132.693848
	Iteration 94Q: 3 clusters Score -5836102 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -5836164.500000 Penalty: 5132.693848
	Iteration 95Q: 3 clusters Score -5836164 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5836235.000000 Penalty: 5132.693848
	Iteration 96Q: 3 clusters Score -5836235 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5836303.000000 Penalty: 5132.693848
	Iteration 97Q: 3 clusters Score -5836303 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -5836372.000000 Penalty: 5132.693848
	Iteration 98Q: 3 clusters Score -5836372 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5836443.500000 Penalty: 5132.693848
	Iteration 99Q: 3 clusters Score -5836444 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5836511.500000 Penalty: 5132.693848
	Iteration 100F: 3 clusters Score -5836512 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5836576.500000 Penalty: 5132.693848
	Iteration 101Q: 3 clusters Score -5836576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -5836643.500000 Penalty: 5132.693848
	Iteration 102Q: 3 clusters Score -5836644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5836702.500000 Penalty: 5132.693848
	Iteration 103Q: 3 clusters Score -5836702 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -5836759.500000 Penalty: 5132.693848
	Iteration 104Q: 3 clusters Score -5836760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5836829.000000 Penalty: 5132.693848
	Iteration 105Q: 3 clusters Score -5836829 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -5836866.000000 Penalty: 5132.693848
	Iteration 106Q: 3 clusters Score -5836866 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -5836918.500000 Penalty: 5132.693848
	Iteration 107Q: 3 clusters Score -5836918 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -5836964.000000 Penalty: 5132.693848
	Iteration 108Q: 3 clusters Score -5836964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5837014.500000 Penalty: 5132.693848
	Iteration 109Q: 3 clusters Score -5837014 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -5837051.500000 Penalty: 5132.693848
	Iteration 110Q: 3 clusters Score -5837052 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -5837082.000000 Penalty: 5132.693848
	Iteration 111Q: 3 clusters Score -5837082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5837082.000000 Penalty: 5132.693848
	Iteration 112Q: 3 clusters Score -5837082 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -5837102.000000 Penalty: 5132.693848
	Iteration 113Q: 3 clusters Score -5837102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5837116.500000 Penalty: 5132.693848
	Iteration 114Q: 3 clusters Score -5837116 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5837143.500000 Penalty: 5132.693848
	Iteration 115Q: 3 clusters Score -5837144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5837164.000000 Penalty: 5132.693848
	Iteration 116Q: 3 clusters Score -5837164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5837170.500000 Penalty: 5132.693848
	Iteration 117Q: 3 clusters Score -5837170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5837212.000000 Penalty: 5132.693848
	Iteration 118Q: 3 clusters Score -5837212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5837224.000000 Penalty: 5132.693848
	Iteration 119Q: 3 clusters Score -5837224 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5837239.000000 Penalty: 5132.693848
	Iteration 120F: 3 clusters Score -5837239 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5837240.000000 Penalty: 5132.693848
	Iteration 121Q: 3 clusters Score -5837240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5837254.000000 Penalty: 5132.693848
	Iteration 122Q: 3 clusters Score -5837254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5837272.500000 Penalty: 5132.693848
	Iteration 123Q: 3 clusters Score -5837272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5837294.500000 Penalty: 5132.693848
	Iteration 124Q: 3 clusters Score -5837294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5837302.000000 Penalty: 5132.693848
	Iteration 125Q: 3 clusters Score -5837302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5837309.500000 Penalty: 5132.693848
	Iteration 126Q: 3 clusters Score -5837310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5837307.500000 Penalty: 5132.693848
	Iteration 127Q: 3 clusters Score -5837308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5837301.500000 Penalty: 5132.693848
	Iteration 128Q: 3 clusters Score -5837302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -5837313.500000 Penalty: 5132.693848
	Iteration 129Q: 3 clusters Score -5837314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5837325.000000 Penalty: 5132.693848
	Iteration 130Q: 3 clusters Score -5837325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5837330.500000 Penalty: 5132.693848
	Iteration 131Q: 3 clusters Score -5837330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -5837346.500000 Penalty: 5132.693848
	Iteration 132Q: 3 clusters Score -5837346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5837350.000000 Penalty: 5132.693848
	Iteration 133Q: 3 clusters Score -5837350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5837353.500000 Penalty: 5132.693848
	Iteration 134Q: 3 clusters Score -5837354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -5837352.500000 Penalty: 5132.693848
	Iteration 135Q: 3 clusters Score -5837352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -5837357.500000 Penalty: 5132.693848
	Iteration 136Q: 3 clusters Score -5837358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5837361.000000 Penalty: 5132.693848
	Iteration 137Q: 3 clusters Score -5837361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29943 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5837369.000000 Penalty: 5132.693848
	Iteration 138Q: 3 clusters Score -5837369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5837369.500000 Penalty: 5132.693848
	Iteration 139Q: 3 clusters Score -5837370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5837371.500000 Penalty: 5132.693848
	Iteration 140F: 3 clusters Score -5837372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5837372.500000 Penalty: 5132.693848
	Iteration 141Q: 3 clusters Score -5837372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5837371.500000 Penalty: 5132.693848
	Iteration 142Q: 3 clusters Score -5837372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5837373.000000 Penalty: 5132.693848
	Iteration 143Q: 3 clusters Score -5837373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5837370.000000 Penalty: 5132.693848
	Iteration 144Q: 3 clusters Score -5837370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5837376.000000 Penalty: 5132.693848
	Iteration 145Q: 3 clusters Score -5837376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5837373.500000 Penalty: 5132.693848
	Iteration 146Q: 3 clusters Score -5837374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5837375.000000 Penalty: 5132.693848
	Iteration 147Q: 3 clusters Score -5837375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5837376.500000 Penalty: 5132.693848
	Iteration 148Q: 3 clusters Score -5837376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5837378.500000 Penalty: 5132.693848
	Iteration 149Q: 3 clusters Score -5837378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5837378.500000 Penalty: 5132.693848
	Iteration 150Q: 3 clusters Score -5837378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5837386.500000 Penalty: 5132.693848
	Iteration 151Q: 3 clusters Score -5837386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5837392.000000 Penalty: 5132.693848
	Iteration 152Q: 3 clusters Score -5837392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5837388.000000 Penalty: 5132.693848
	Iteration 153Q: 3 clusters Score -5837388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5837394.000000 Penalty: 5132.693848
	Iteration 154Q: 3 clusters Score -5837394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5837395.500000 Penalty: 5132.693848
	Iteration 155Q: 3 clusters Score -5837396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5837394.500000 Penalty: 5132.693848
	Iteration 156Q: 3 clusters Score -5837394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5837395.500000 Penalty: 5132.693848
	Iteration 157Q: 3 clusters Score -5837396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5837397.500000 Penalty: 5132.693848
	Iteration 158Q: 3 clusters Score -5837398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5837397.500000 Penalty: 5132.693848
	Iteration 159F: 3 clusters Score -5837398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Entering Unmasked Estep 
Score: -8114157.500000 Penalty: 2650.608398
	Iteration 0F: 2 clusters Score -8114158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -8084888.000000 Penalty: 5301.216797
	Iteration 0F: 3 clusters Score -8084888 nChanged 20161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8095893.500000 Penalty: 5301.216797
	Iteration 1F: 3 clusters Score -8095894 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -8096328.500000 Penalty: 5301.216797
	Iteration 2Q: 3 clusters Score -8096328 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -8096782.000000 Penalty: 5301.216797
	Iteration 3Q: 3 clusters Score -8096782 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8097262.000000 Penalty: 5301.216797
	Iteration 4Q: 3 clusters Score -8097262 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8097960.000000 Penalty: 5301.216797
	Iteration 5Q: 3 clusters Score -8097960 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -8098922.500000 Penalty: 5301.216797
	Iteration 6Q: 3 clusters Score -8098922 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -8100572.500000 Penalty: 5301.216797
	Iteration 7F: 3 clusters Score -8100572 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -8103128.000000 Penalty: 5301.216797
	Iteration 8F: 3 clusters Score -8103128 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -8106368.500000 Penalty: 5301.216797
	Iteration 9F: 3 clusters Score -8106368 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8109098.500000 Penalty: 5301.216797
	Iteration 10F: 3 clusters Score -8109098 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8110652.000000 Penalty: 5301.216797
	Iteration 11Q: 3 clusters Score -8110652 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8111275.500000 Penalty: 5301.216797
	Iteration 12Q: 3 clusters Score -8111276 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8111560.500000 Penalty: 5301.216797
	Iteration 13Q: 3 clusters Score -8111560 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8111694.500000 Penalty: 5301.216797
	Iteration 14Q: 3 clusters Score -8111694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8111763.000000 Penalty: 5301.216797
	Iteration 15Q: 3 clusters Score -8111763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8111810.500000 Penalty: 5301.216797
	Iteration 16Q: 3 clusters Score -8111810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8111843.500000 Penalty: 5301.216797
	Iteration 17Q: 3 clusters Score -8111844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8111871.500000 Penalty: 5301.216797
	Iteration 18Q: 3 clusters Score -8111872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8111902.000000 Penalty: 5301.216797
	Iteration 19Q: 3 clusters Score -8111902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8111926.500000 Penalty: 5301.216797
	Iteration 20F: 3 clusters Score -8111926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8111922.500000 Penalty: 5301.216797
	Iteration 21Q: 3 clusters Score -8111922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8111922.500000 Penalty: 5301.216797
	Iteration 22F: 3 clusters Score -8111922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -35872.453125 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35872.45 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36172.542969 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36172.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36336.804688 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36336.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36462.207031 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36462.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36629.082031 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36629.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36666.863281 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36666.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36685.109375 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36685.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36687.886719 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36687.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36687.886719 Penalty: 3001.836182
	Iteration 8F: 3 clusters Score -36687.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Entering Unmasked Estep 
Score: -4835548.500000 Penalty: 2526.444092
	Iteration 0F: 2 clusters Score -4835548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4817218.500000 Penalty: 5052.888184
	Iteration 0F: 3 clusters Score -4817218 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4823567.000000 Penalty: 5052.888184
	Iteration 1F: 3 clusters Score -4823567 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4823960.500000 Penalty: 5052.888184
	Iteration 2Q: 3 clusters Score -4823960 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4824296.500000 Penalty: 5052.888184
	Iteration 3Q: 3 clusters Score -4824296 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -4824586.000000 Penalty: 5052.888184
	Iteration 4Q: 3 clusters Score -4824586 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4824877.000000 Penalty: 5052.888184
	Iteration 5Q: 3 clusters Score -4824877 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4825237.500000 Penalty: 5052.888184
	Iteration 6Q: 3 clusters Score -4825238 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -4825605.500000 Penalty: 5052.888184
	Iteration 7Q: 3 clusters Score -4825606 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -4826019.500000 Penalty: 5052.888184
	Iteration 8Q: 3 clusters Score -4826020 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -4826445.000000 Penalty: 5052.888184
	Iteration 9Q: 3 clusters Score -4826445 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4826965.000000 Penalty: 5052.888184
	Iteration 10Q: 3 clusters Score -4826965 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -4827496.000000 Penalty: 5052.888184
	Iteration 11Q: 3 clusters Score -4827496 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4828075.000000 Penalty: 5052.888184
	Iteration 12Q: 3 clusters Score -4828075 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4828527.000000 Penalty: 5052.888184
	Iteration 13Q: 3 clusters Score -4828527 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4828942.000000 Penalty: 5052.888184
	Iteration 14Q: 3 clusters Score -4828942 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4829257.500000 Penalty: 5052.888184
	Iteration 15Q: 3 clusters Score -4829258 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -4829483.000000 Penalty: 5052.888184
	Iteration 16Q: 3 clusters Score -4829483 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4829658.500000 Penalty: 5052.888184
	Iteration 17Q: 3 clusters Score -4829658 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4829827.500000 Penalty: 5052.888184
	Iteration 18Q: 3 clusters Score -4829828 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4830013.000000 Penalty: 5052.888184
	Iteration 19Q: 3 clusters Score -4830013 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -4830163.000000 Penalty: 5052.888184
	Iteration 20F: 3 clusters Score -4830163 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4830303.000000 Penalty: 5052.888184
	Iteration 21Q: 3 clusters Score -4830303 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4830481.000000 Penalty: 5052.888184
	Iteration 22Q: 3 clusters Score -4830481 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4830663.000000 Penalty: 5052.888184
	Iteration 23Q: 3 clusters Score -4830663 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4830887.000000 Penalty: 5052.888184
	Iteration 24Q: 3 clusters Score -4830887 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -4831121.000000 Penalty: 5052.888184
	Iteration 25Q: 3 clusters Score -4831121 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -4831371.500000 Penalty: 5052.888184
	Iteration 26Q: 3 clusters Score -4831372 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4831638.000000 Penalty: 5052.888184
	Iteration 27Q: 3 clusters Score -4831638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -4831946.500000 Penalty: 5052.888184
	Iteration 28Q: 3 clusters Score -4831946 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4832269.000000 Penalty: 5052.888184
	Iteration 29Q: 3 clusters Score -4832269 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4832582.000000 Penalty: 5052.888184
	Iteration 30Q: 3 clusters Score -4832582 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -4832843.000000 Penalty: 5052.888184
	Iteration 31Q: 3 clusters Score -4832843 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -4832981.000000 Penalty: 5052.888184
	Iteration 32Q: 3 clusters Score -4832981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -4833060.500000 Penalty: 5052.888184
	Iteration 33Q: 3 clusters Score -4833060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -4833114.500000 Penalty: 5052.888184
	Iteration 34Q: 3 clusters Score -4833114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -4833153.000000 Penalty: 5052.888184
	Iteration 35Q: 3 clusters Score -4833153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -4833188.000000 Penalty: 5052.888184
	Iteration 36Q: 3 clusters Score -4833188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4833229.000000 Penalty: 5052.888184
	Iteration 37Q: 3 clusters Score -4833229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4833241.500000 Penalty: 5052.888184
	Iteration 38Q: 3 clusters Score -4833242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4833253.000000 Penalty: 5052.888184
	Iteration 39Q: 3 clusters Score -4833253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4833284.000000 Penalty: 5052.888184
	Iteration 40F: 3 clusters Score -4833284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -4833330.000000 Penalty: 5052.888184
	Iteration 41Q: 3 clusters Score -4833330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -4833359.500000 Penalty: 5052.888184
	Iteration 42Q: 3 clusters Score -4833360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -4833361.000000 Penalty: 5052.888184
	Iteration 43Q: 3 clusters Score -4833361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -4833371.500000 Penalty: 5052.888184
	Iteration 44Q: 3 clusters Score -4833372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -4833378.500000 Penalty: 5052.888184
	Iteration 45Q: 3 clusters Score -4833378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4833385.500000 Penalty: 5052.888184
	Iteration 46Q: 3 clusters Score -4833386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -4833383.500000 Penalty: 5052.888184
	Iteration 47Q: 3 clusters Score -4833384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4833385.500000 Penalty: 5052.888184
	Iteration 48Q: 3 clusters Score -4833386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4833383.500000 Penalty: 5052.888184
	Iteration 49Q: 3 clusters Score -4833384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4833380.500000 Penalty: 5052.888184
	Iteration 50Q: 3 clusters Score -4833380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4833386.500000 Penalty: 5052.888184
	Iteration 51Q: 3 clusters Score -4833386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4833387.500000 Penalty: 5052.888184
	Iteration 52Q: 3 clusters Score -4833388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4833387.500000 Penalty: 5052.888184
	Iteration 53F: 3 clusters Score -4833388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Entering Unmasked Estep 
Score: -997513.125000 Penalty: 2128.439941
	Iteration 0F: 2 clusters Score -997513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -992753.250000 Penalty: 4256.879883
	Iteration 0F: 3 clusters Score -992753.2 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -993854.812500 Penalty: 4256.879883
	Iteration 1F: 3 clusters Score -993854.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -994060.562500 Penalty: 4256.879883
	Iteration 2F: 3 clusters Score -994060.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -994228.125000 Penalty: 4256.879883
	Iteration 3F: 3 clusters Score -994228.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -994358.750000 Penalty: 4256.879883
	Iteration 4Q: 3 clusters Score -994358.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -994480.125000 Penalty: 4256.879883
	Iteration 5Q: 3 clusters Score -994480.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -994586.500000 Penalty: 4256.879883
	Iteration 6Q: 3 clusters Score -994586.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -994695.250000 Penalty: 4256.879883
	Iteration 7Q: 3 clusters Score -994695.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -994815.750000 Penalty: 4256.879883
	Iteration 8Q: 3 clusters Score -994815.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -994931.062500 Penalty: 4256.879883
	Iteration 9Q: 3 clusters Score -994931.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -995033.750000 Penalty: 4256.879883
	Iteration 10Q: 3 clusters Score -995033.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -995133.000000 Penalty: 4256.879883
	Iteration 11Q: 3 clusters Score -995133 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -995226.250000 Penalty: 4256.879883
	Iteration 12Q: 3 clusters Score -995226.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -995324.187500 Penalty: 4256.879883
	Iteration 13Q: 3 clusters Score -995324.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -995433.125000 Penalty: 4256.879883
	Iteration 14Q: 3 clusters Score -995433.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -995537.437500 Penalty: 4256.879883
	Iteration 15Q: 3 clusters Score -995537.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -995657.500000 Penalty: 4256.879883
	Iteration 16Q: 3 clusters Score -995657.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -995760.500000 Penalty: 4256.879883
	Iteration 17Q: 3 clusters Score -995760.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -995831.500000 Penalty: 4256.879883
	Iteration 18Q: 3 clusters Score -995831.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -995884.437500 Penalty: 4256.879883
	Iteration 19Q: 3 clusters Score -995884.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -995918.437500 Penalty: 4256.879883
	Iteration 20F: 3 clusters Score -995918.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -995943.750000 Penalty: 4256.879883
	Iteration 21Q: 3 clusters Score -995943.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -995961.312500 Penalty: 4256.879883
	Iteration 22Q: 3 clusters Score -995961.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -995971.250000 Penalty: 4256.879883
	Iteration 23Q: 3 clusters Score -995971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -995978.937500 Penalty: 4256.879883
	Iteration 24Q: 3 clusters Score -995978.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -995983.625000 Penalty: 4256.879883
	Iteration 25Q: 3 clusters Score -995983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -995985.375000 Penalty: 4256.879883
	Iteration 26Q: 3 clusters Score -995985.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -995987.437500 Penalty: 4256.879883
	Iteration 27Q: 3 clusters Score -995987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -995989.375000 Penalty: 4256.879883
	Iteration 28Q: 3 clusters Score -995989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -995989.500000 Penalty: 4256.879883
	Iteration 29Q: 3 clusters Score -995989.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -995990.437500 Penalty: 4256.879883
	Iteration 30Q: 3 clusters Score -995990.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -995991.375000 Penalty: 4256.879883
	Iteration 31Q: 3 clusters Score -995991.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -995992.312500 Penalty: 4256.879883
	Iteration 32Q: 3 clusters Score -995992.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -995992.500000 Penalty: 4256.879883
	Iteration 33Q: 3 clusters Score -995992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -995992.500000 Penalty: 4256.879883
	Iteration 34F: 3 clusters Score -995992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Entering Unmasked Estep 
Score: -9212253.000000 Penalty: 2678.795166
	Iteration 0F: 2 clusters Score -9212253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -9182216.000000 Penalty: 5357.590332
	Iteration 0F: 3 clusters Score -9182216 nChanged 22770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -9194717.000000 Penalty: 5357.590332
	Iteration 1F: 3 clusters Score -9194717 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -9195086.000000 Penalty: 5357.590332
	Iteration 2Q: 3 clusters Score -9195086 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -9195430.000000 Penalty: 5357.590332
	Iteration 3Q: 3 clusters Score -9195430 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -9195716.000000 Penalty: 5357.590332
	Iteration 4Q: 3 clusters Score -9195716 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -9196045.000000 Penalty: 5357.590332
	Iteration 5Q: 3 clusters Score -9196045 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -9196417.000000 Penalty: 5357.590332
	Iteration 6Q: 3 clusters Score -9196417 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -9197092.000000 Penalty: 5357.590332
	Iteration 7Q: 3 clusters Score -9197092 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -9198238.000000 Penalty: 5357.590332
	Iteration 8Q: 3 clusters Score -9198238 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -9200251.000000 Penalty: 5357.590332
	Iteration 9F: 3 clusters Score -9200251 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -9203216.000000 Penalty: 5357.590332
	Iteration 10F: 3 clusters Score -9203216 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -9206603.000000 Penalty: 5357.590332
	Iteration 11F: 3 clusters Score -9206603 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -9208982.000000 Penalty: 5357.590332
	Iteration 12F: 3 clusters Score -9208982 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -9209606.000000 Penalty: 5357.590332
	Iteration 13Q: 3 clusters Score -9209606 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -9209846.000000 Penalty: 5357.590332
	Iteration 14Q: 3 clusters Score -9209846 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9209954.000000 Penalty: 5357.590332
	Iteration 15Q: 3 clusters Score -9209954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9209996.000000 Penalty: 5357.590332
	Iteration 16Q: 3 clusters Score -9209996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48838 members 
Entering Unmasked Estep 
Score: -9210059.000000 Penalty: 5357.590332
	Iteration 17Q: 3 clusters Score -9210059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -9210065.000000 Penalty: 5357.590332
	Iteration 18Q: 3 clusters Score -9210065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48856 members 
Entering Unmasked Estep 
Score: -9210075.000000 Penalty: 5357.590332
	Iteration 19Q: 3 clusters Score -9210075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9210082.000000 Penalty: 5357.590332
	Iteration 20F: 3 clusters Score -9210082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9210081.000000 Penalty: 5357.590332
	Iteration 21Q: 3 clusters Score -9210081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -9210092.000000 Penalty: 5357.590332
	Iteration 22Q: 3 clusters Score -9210092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9210093.000000 Penalty: 5357.590332
	Iteration 23Q: 3 clusters Score -9210093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -9210101.000000 Penalty: 5357.590332
	Iteration 24Q: 3 clusters Score -9210101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9210101.000000 Penalty: 5357.590332
	Iteration 25Q: 3 clusters Score -9210101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9210101.000000 Penalty: 5357.590332
	Iteration 26F: 3 clusters Score -9210101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -1079516.000000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -1079516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1074507.125000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -1074507 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1075687.625000 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -1075688 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1075885.625000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -1075886 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1076006.875000 Penalty: 4296.859863
	Iteration 3Q: 3 clusters Score -1076007 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1076081.750000 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -1076082 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1076139.875000 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -1076140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1076185.500000 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -1076186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1076208.750000 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -1076209 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1076230.875000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -1076231 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1076253.500000 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -1076254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1076270.875000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -1076271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1076288.125000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -1076288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1076304.250000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -1076304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1076319.375000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -1076319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1076333.875000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -1076334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1076348.250000 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -1076348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1076357.250000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -1076357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1076366.125000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -1076366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1076373.500000 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -1076374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1076378.250000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -1076378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1076384.375000 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -1076384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1076392.250000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -1076392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1076392.625000 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -1076393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1076400.250000 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -1076400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1076404.375000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -1076404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1076404.125000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -1076404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1076406.625000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -1076407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1076409.125000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -1076409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1076411.125000 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -1076411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1076415.125000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -1076415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1076423.250000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -1076423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1076425.375000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -1076425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1076429.375000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -1076429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1076436.625000 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -1076437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1076441.000000 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -1076441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1076448.625000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -1076449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1076450.875000 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -1076451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1076454.875000 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -1076455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1076457.125000 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -1076457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1076457.500000 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -1076458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1076459.625000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -1076460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1076461.000000 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -1076461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1076462.875000 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -1076463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1076463.500000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -1076464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1076463.500000 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -1076464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1076467.000000 Penalty: 4296.859863
	Iteration 45Q: 3 clusters Score -1076467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1076469.875000 Penalty: 4296.859863
	Iteration 46Q: 3 clusters Score -1076470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1076470.625000 Penalty: 4296.859863
	Iteration 47Q: 3 clusters Score -1076471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1076471.625000 Penalty: 4296.859863
	Iteration 48Q: 3 clusters Score -1076472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1076471.625000 Penalty: 4296.859863
	Iteration 49Q: 3 clusters Score -1076472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1076471.500000 Penalty: 4296.859863
	Iteration 50Q: 3 clusters Score -1076472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1076472.875000 Penalty: 4296.859863
	Iteration 51Q: 3 clusters Score -1076473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1076473.875000 Penalty: 4296.859863
	Iteration 52Q: 3 clusters Score -1076474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1076473.625000 Penalty: 4296.859863
	Iteration 53Q: 3 clusters Score -1076474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1076476.625000 Penalty: 4296.859863
	Iteration 54Q: 3 clusters Score -1076477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1076477.875000 Penalty: 4296.859863
	Iteration 55Q: 3 clusters Score -1076478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1076479.250000 Penalty: 4296.859863
	Iteration 56Q: 3 clusters Score -1076479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1076479.125000 Penalty: 4296.859863
	Iteration 57Q: 3 clusters Score -1076479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1076478.875000 Penalty: 4296.859863
	Iteration 58Q: 3 clusters Score -1076479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1076482.750000 Penalty: 4296.859863
	Iteration 59Q: 3 clusters Score -1076483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1076483.000000 Penalty: 4296.859863
	Iteration 60F: 3 clusters Score -1076483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1076487.625000 Penalty: 4296.859863
	Iteration 61Q: 3 clusters Score -1076488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1076486.125000 Penalty: 4296.859863
	Iteration 62Q: 3 clusters Score -1076486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1076487.750000 Penalty: 4296.859863
	Iteration 63Q: 3 clusters Score -1076488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1076491.125000 Penalty: 4296.859863
	Iteration 64Q: 3 clusters Score -1076491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1076490.500000 Penalty: 4296.859863
	Iteration 65Q: 3 clusters Score -1076490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1076494.500000 Penalty: 4296.859863
	Iteration 66Q: 3 clusters Score -1076494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1076497.000000 Penalty: 4296.859863
	Iteration 67Q: 3 clusters Score -1076497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1076502.375000 Penalty: 4296.859863
	Iteration 68Q: 3 clusters Score -1076502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1076505.500000 Penalty: 4296.859863
	Iteration 69Q: 3 clusters Score -1076506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1076508.625000 Penalty: 4296.859863
	Iteration 70Q: 3 clusters Score -1076509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1076515.125000 Penalty: 4296.859863
	Iteration 71Q: 3 clusters Score -1076515 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1076515.375000 Penalty: 4296.859863
	Iteration 72Q: 3 clusters Score -1076515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1076526.875000 Penalty: 4296.859863
	Iteration 73Q: 3 clusters Score -1076527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1076532.375000 Penalty: 4296.859863
	Iteration 74Q: 3 clusters Score -1076532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1076540.500000 Penalty: 4296.859863
	Iteration 75Q: 3 clusters Score -1076540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1076550.000000 Penalty: 4296.859863
	Iteration 76Q: 3 clusters Score -1076550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1076553.500000 Penalty: 4296.859863
	Iteration 77Q: 3 clusters Score -1076554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1076561.500000 Penalty: 4296.859863
	Iteration 78Q: 3 clusters Score -1076562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1076569.375000 Penalty: 4296.859863
	Iteration 79Q: 3 clusters Score -1076569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1076575.375000 Penalty: 4296.859863
	Iteration 80F: 3 clusters Score -1076575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1076583.750000 Penalty: 4296.859863
	Iteration 81Q: 3 clusters Score -1076584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1076594.625000 Penalty: 4296.859863
	Iteration 82Q: 3 clusters Score -1076595 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1076608.750000 Penalty: 4296.859863
	Iteration 83Q: 3 clusters Score -1076609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1076626.000000 Penalty: 4296.859863
	Iteration 84Q: 3 clusters Score -1076626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1076642.750000 Penalty: 4296.859863
	Iteration 85Q: 3 clusters Score -1076643 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1076671.000000 Penalty: 4296.859863
	Iteration 86Q: 3 clusters Score -1076671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1076700.375000 Penalty: 4296.859863
	Iteration 87Q: 3 clusters Score -1076700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1076720.500000 Penalty: 4296.859863
	Iteration 88Q: 3 clusters Score -1076720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1076741.125000 Penalty: 4296.859863
	Iteration 89Q: 3 clusters Score -1076741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1076766.250000 Penalty: 4296.859863
	Iteration 90Q: 3 clusters Score -1076766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1076800.500000 Penalty: 4296.859863
	Iteration 91Q: 3 clusters Score -1076800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1076832.500000 Penalty: 4296.859863
	Iteration 92Q: 3 clusters Score -1076832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1076865.125000 Penalty: 4296.859863
	Iteration 93Q: 3 clusters Score -1076865 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1076911.125000 Penalty: 4296.859863
	Iteration 94Q: 3 clusters Score -1076911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1076954.875000 Penalty: 4296.859863
	Iteration 95Q: 3 clusters Score -1076955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1077018.875000 Penalty: 4296.859863
	Iteration 96Q: 3 clusters Score -1077019 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1077094.000000 Penalty: 4296.859863
	Iteration 97Q: 3 clusters Score -1077094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1077159.250000 Penalty: 4296.859863
	Iteration 98Q: 3 clusters Score -1077159 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1077227.125000 Penalty: 4296.859863
	Iteration 99Q: 3 clusters Score -1077227 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1077290.375000 Penalty: 4296.859863
	Iteration 100F: 3 clusters Score -1077290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1077354.875000 Penalty: 4296.859863
	Iteration 101Q: 3 clusters Score -1077355 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1077413.125000 Penalty: 4296.859863
	Iteration 102Q: 3 clusters Score -1077413 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1077463.125000 Penalty: 4296.859863
	Iteration 103Q: 3 clusters Score -1077463 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1077512.125000 Penalty: 4296.859863
	Iteration 104Q: 3 clusters Score -1077512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1077556.500000 Penalty: 4296.859863
	Iteration 105Q: 3 clusters Score -1077556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1077592.625000 Penalty: 4296.859863
	Iteration 106Q: 3 clusters Score -1077593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1077617.375000 Penalty: 4296.859863
	Iteration 107Q: 3 clusters Score -1077617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1077628.125000 Penalty: 4296.859863
	Iteration 108Q: 3 clusters Score -1077628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1077638.750000 Penalty: 4296.859863
	Iteration 109Q: 3 clusters Score -1077639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1077649.500000 Penalty: 4296.859863
	Iteration 110Q: 3 clusters Score -1077650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1077658.500000 Penalty: 4296.859863
	Iteration 111Q: 3 clusters Score -1077658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1077667.000000 Penalty: 4296.859863
	Iteration 112Q: 3 clusters Score -1077667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1077676.500000 Penalty: 4296.859863
	Iteration 113Q: 3 clusters Score -1077676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1077680.375000 Penalty: 4296.859863
	Iteration 114Q: 3 clusters Score -1077680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1077683.625000 Penalty: 4296.859863
	Iteration 115Q: 3 clusters Score -1077684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1077688.500000 Penalty: 4296.859863
	Iteration 116Q: 3 clusters Score -1077688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1077692.125000 Penalty: 4296.859863
	Iteration 117Q: 3 clusters Score -1077692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1077694.875000 Penalty: 4296.859863
	Iteration 118Q: 3 clusters Score -1077695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1077698.625000 Penalty: 4296.859863
	Iteration 119Q: 3 clusters Score -1077699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1077701.125000 Penalty: 4296.859863
	Iteration 120F: 3 clusters Score -1077701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -421520.468750 Penalty: 1928.372559
	Iteration 0F: 2 clusters Score -421520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -418634.031250 Penalty: 3856.745117
	Iteration 0F: 3 clusters Score -418634 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -419213.312500 Penalty: 3856.745117
	Iteration 1F: 3 clusters Score -419213.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -419392.468750 Penalty: 3856.745117
	Iteration 2F: 3 clusters Score -419392.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -419497.906250 Penalty: 3856.745117
	Iteration 3Q: 3 clusters Score -419497.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -419556.781250 Penalty: 3856.745117
	Iteration 4Q: 3 clusters Score -419556.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -419598.593750 Penalty: 3856.745117
	Iteration 5Q: 3 clusters Score -419598.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -419638.468750 Penalty: 3856.745117
	Iteration 6Q: 3 clusters Score -419638.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -419661.781250 Penalty: 3856.745117
	Iteration 7Q: 3 clusters Score -419661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -419683.718750 Penalty: 3856.745117
	Iteration 8Q: 3 clusters Score -419683.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -419709.625000 Penalty: 3856.745117
	Iteration 9Q: 3 clusters Score -419709.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -419730.156250 Penalty: 3856.745117
	Iteration 10Q: 3 clusters Score -419730.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -419748.250000 Penalty: 3856.745117
	Iteration 11Q: 3 clusters Score -419748.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -419769.093750 Penalty: 3856.745117
	Iteration 12Q: 3 clusters Score -419769.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -419790.906250 Penalty: 3856.745117
	Iteration 13Q: 3 clusters Score -419790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -419804.625000 Penalty: 3856.745117
	Iteration 14Q: 3 clusters Score -419804.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -419816.218750 Penalty: 3856.745117
	Iteration 15Q: 3 clusters Score -419816.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -419824.031250 Penalty: 3856.745117
	Iteration 16Q: 3 clusters Score -419824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -419830.781250 Penalty: 3856.745117
	Iteration 17Q: 3 clusters Score -419830.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -419834.500000 Penalty: 3856.745117
	Iteration 18Q: 3 clusters Score -419834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -419838.562500 Penalty: 3856.745117
	Iteration 19Q: 3 clusters Score -419838.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -419843.406250 Penalty: 3856.745117
	Iteration 20F: 3 clusters Score -419843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -419848.500000 Penalty: 3856.745117
	Iteration 21Q: 3 clusters Score -419848.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -419858.656250 Penalty: 3856.745117
	Iteration 22Q: 3 clusters Score -419858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -419870.031250 Penalty: 3856.745117
	Iteration 23Q: 3 clusters Score -419870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -419876.812500 Penalty: 3856.745117
	Iteration 24Q: 3 clusters Score -419876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -419879.093750 Penalty: 3856.745117
	Iteration 25Q: 3 clusters Score -419879.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -419883.343750 Penalty: 3856.745117
	Iteration 26Q: 3 clusters Score -419883.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -419887.781250 Penalty: 3856.745117
	Iteration 27Q: 3 clusters Score -419887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -419889.593750 Penalty: 3856.745117
	Iteration 28Q: 3 clusters Score -419889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -419892.281250 Penalty: 3856.745117
	Iteration 29Q: 3 clusters Score -419892.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -419896.968750 Penalty: 3856.745117
	Iteration 30Q: 3 clusters Score -419897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -419901.281250 Penalty: 3856.745117
	Iteration 31Q: 3 clusters Score -419901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -419903.000000 Penalty: 3856.745117
	Iteration 32Q: 3 clusters Score -419903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -419907.750000 Penalty: 3856.745117
	Iteration 33Q: 3 clusters Score -419907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -419909.437500 Penalty: 3856.745117
	Iteration 34Q: 3 clusters Score -419909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -419912.062500 Penalty: 3856.745117
	Iteration 35Q: 3 clusters Score -419912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -419913.781250 Penalty: 3856.745117
	Iteration 36Q: 3 clusters Score -419913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -419914.437500 Penalty: 3856.745117
	Iteration 37Q: 3 clusters Score -419914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -419915.062500 Penalty: 3856.745117
	Iteration 38Q: 3 clusters Score -419915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -419915.218750 Penalty: 3856.745117
	Iteration 39Q: 3 clusters Score -419915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -419915.218750 Penalty: 3856.745117
	Iteration 40F: 3 clusters Score -419915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Entering Unmasked Estep 
Score: -813198.937500 Penalty: 2079.488037
	Iteration 0F: 2 clusters Score -813198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -809052.250000 Penalty: 4158.976074
	Iteration 0F: 3 clusters Score -809052.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -810012.187500 Penalty: 4158.976074
	Iteration 1F: 3 clusters Score -810012.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -810175.500000 Penalty: 4158.976074
	Iteration 2F: 3 clusters Score -810175.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -810271.500000 Penalty: 4158.976074
	Iteration 3Q: 3 clusters Score -810271.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -810343.437500 Penalty: 4158.976074
	Iteration 4Q: 3 clusters Score -810343.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -810408.125000 Penalty: 4158.976074
	Iteration 5Q: 3 clusters Score -810408.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -810452.062500 Penalty: 4158.976074
	Iteration 6Q: 3 clusters Score -810452.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -810490.937500 Penalty: 4158.976074
	Iteration 7Q: 3 clusters Score -810490.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -810528.250000 Penalty: 4158.976074
	Iteration 8Q: 3 clusters Score -810528.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -810574.000000 Penalty: 4158.976074
	Iteration 9Q: 3 clusters Score -810574 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -810612.375000 Penalty: 4158.976074
	Iteration 10Q: 3 clusters Score -810612.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -810635.562500 Penalty: 4158.976074
	Iteration 11Q: 3 clusters Score -810635.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -810662.750000 Penalty: 4158.976074
	Iteration 12Q: 3 clusters Score -810662.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -810684.875000 Penalty: 4158.976074
	Iteration 13Q: 3 clusters Score -810684.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -810700.125000 Penalty: 4158.976074
	Iteration 14Q: 3 clusters Score -810700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -810715.000000 Penalty: 4158.976074
	Iteration 15Q: 3 clusters Score -810715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -810725.250000 Penalty: 4158.976074
	Iteration 16Q: 3 clusters Score -810725.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -810735.687500 Penalty: 4158.976074
	Iteration 17Q: 3 clusters Score -810735.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -810746.687500 Penalty: 4158.976074
	Iteration 18Q: 3 clusters Score -810746.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -810753.687500 Penalty: 4158.976074
	Iteration 19Q: 3 clusters Score -810753.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -810758.937500 Penalty: 4158.976074
	Iteration 20F: 3 clusters Score -810758.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -810764.812500 Penalty: 4158.976074
	Iteration 21Q: 3 clusters Score -810764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -810775.062500 Penalty: 4158.976074
	Iteration 22Q: 3 clusters Score -810775.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -810786.000000 Penalty: 4158.976074
	Iteration 23Q: 3 clusters Score -810786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -810794.187500 Penalty: 4158.976074
	Iteration 24Q: 3 clusters Score -810794.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -810798.812500 Penalty: 4158.976074
	Iteration 25Q: 3 clusters Score -810798.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -810805.625000 Penalty: 4158.976074
	Iteration 26Q: 3 clusters Score -810805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -810810.125000 Penalty: 4158.976074
	Iteration 27Q: 3 clusters Score -810810.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -810814.875000 Penalty: 4158.976074
	Iteration 28Q: 3 clusters Score -810814.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -810821.250000 Penalty: 4158.976074
	Iteration 29Q: 3 clusters Score -810821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -810832.750000 Penalty: 4158.976074
	Iteration 30Q: 3 clusters Score -810832.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -810839.812500 Penalty: 4158.976074
	Iteration 31Q: 3 clusters Score -810839.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -810849.750000 Penalty: 4158.976074
	Iteration 32Q: 3 clusters Score -810849.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -810859.000000 Penalty: 4158.976074
	Iteration 33Q: 3 clusters Score -810859 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -810868.437500 Penalty: 4158.976074
	Iteration 34Q: 3 clusters Score -810868.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -810878.625000 Penalty: 4158.976074
	Iteration 35Q: 3 clusters Score -810878.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -810891.750000 Penalty: 4158.976074
	Iteration 36Q: 3 clusters Score -810891.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -810917.000000 Penalty: 4158.976074
	Iteration 37Q: 3 clusters Score -810917 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -810937.000000 Penalty: 4158.976074
	Iteration 38Q: 3 clusters Score -810937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -810959.875000 Penalty: 4158.976074
	Iteration 39Q: 3 clusters Score -810959.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -810976.312500 Penalty: 4158.976074
	Iteration 40F: 3 clusters Score -810976.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -810988.250000 Penalty: 4158.976074
	Iteration 41Q: 3 clusters Score -810988.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -810998.125000 Penalty: 4158.976074
	Iteration 42Q: 3 clusters Score -810998.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -811016.125000 Penalty: 4158.976074
	Iteration 43Q: 3 clusters Score -811016.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -811027.187500 Penalty: 4158.976074
	Iteration 44Q: 3 clusters Score -811027.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -811043.500000 Penalty: 4158.976074
	Iteration 45Q: 3 clusters Score -811043.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -811057.375000 Penalty: 4158.976074
	Iteration 46Q: 3 clusters Score -811057.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -811070.187500 Penalty: 4158.976074
	Iteration 47Q: 3 clusters Score -811070.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -811081.812500 Penalty: 4158.976074
	Iteration 48Q: 3 clusters Score -811081.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -811092.750000 Penalty: 4158.976074
	Iteration 49Q: 3 clusters Score -811092.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -811103.312500 Penalty: 4158.976074
	Iteration 50Q: 3 clusters Score -811103.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -811112.875000 Penalty: 4158.976074
	Iteration 51Q: 3 clusters Score -811112.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -811123.625000 Penalty: 4158.976074
	Iteration 52Q: 3 clusters Score -811123.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -811137.000000 Penalty: 4158.976074
	Iteration 53Q: 3 clusters Score -811137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -811147.937500 Penalty: 4158.976074
	Iteration 54Q: 3 clusters Score -811147.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -811160.437500 Penalty: 4158.976074
	Iteration 55Q: 3 clusters Score -811160.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -811175.000000 Penalty: 4158.976074
	Iteration 56Q: 3 clusters Score -811175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -811180.875000 Penalty: 4158.976074
	Iteration 57Q: 3 clusters Score -811180.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -811186.687500 Penalty: 4158.976074
	Iteration 58Q: 3 clusters Score -811186.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -811192.687500 Penalty: 4158.976074
	Iteration 59Q: 3 clusters Score -811192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -811193.937500 Penalty: 4158.976074
	Iteration 60F: 3 clusters Score -811193.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -811201.125000 Penalty: 4158.976074
	Iteration 61Q: 3 clusters Score -811201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -811205.500000 Penalty: 4158.976074
	Iteration 62Q: 3 clusters Score -811205.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -811209.625000 Penalty: 4158.976074
	Iteration 63Q: 3 clusters Score -811209.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -811213.125000 Penalty: 4158.976074
	Iteration 64Q: 3 clusters Score -811213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -811213.875000 Penalty: 4158.976074
	Iteration 65Q: 3 clusters Score -811213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -811216.312500 Penalty: 4158.976074
	Iteration 66Q: 3 clusters Score -811216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -811218.125000 Penalty: 4158.976074
	Iteration 67Q: 3 clusters Score -811218.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -811218.125000 Penalty: 4158.976074
	Iteration 68Q: 3 clusters Score -811218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -811219.687500 Penalty: 4158.976074
	Iteration 69Q: 3 clusters Score -811219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -811219.000000 Penalty: 4158.976074
	Iteration 70Q: 3 clusters Score -811219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -811219.000000 Penalty: 4158.976074
	Iteration 71F: 3 clusters Score -811219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Entering Unmasked Estep 
Score: -9535567.000000 Penalty: 2686.415283
	Iteration 0F: 2 clusters Score -9535567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9505061.000000 Penalty: 5372.830566
	Iteration 0F: 3 clusters Score -9505061 nChanged 23397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -9517703.000000 Penalty: 5372.830566
	Iteration 1F: 3 clusters Score -9517703 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -9518222.000000 Penalty: 5372.830566
	Iteration 2Q: 3 clusters Score -9518222 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -9518735.000000 Penalty: 5372.830566
	Iteration 3Q: 3 clusters Score -9518735 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -9519287.000000 Penalty: 5372.830566
	Iteration 4Q: 3 clusters Score -9519287 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -9519984.000000 Penalty: 5372.830566
	Iteration 5Q: 3 clusters Score -9519984 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -9521053.000000 Penalty: 5372.830566
	Iteration 6Q: 3 clusters Score -9521053 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -9522737.000000 Penalty: 5372.830566
	Iteration 7F: 3 clusters Score -9522737 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -9525559.000000 Penalty: 5372.830566
	Iteration 8F: 3 clusters Score -9525559 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -9528598.000000 Penalty: 5372.830566
	Iteration 9F: 3 clusters Score -9528598 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9531174.000000 Penalty: 5372.830566
	Iteration 10F: 3 clusters Score -9531174 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -9532520.000000 Penalty: 5372.830566
	Iteration 11Q: 3 clusters Score -9532520 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -9532966.000000 Penalty: 5372.830566
	Iteration 12Q: 3 clusters Score -9532966 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -9533131.000000 Penalty: 5372.830566
	Iteration 13Q: 3 clusters Score -9533131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -9533175.000000 Penalty: 5372.830566
	Iteration 14Q: 3 clusters Score -9533175 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -9533223.000000 Penalty: 5372.830566
	Iteration 15Q: 3 clusters Score -9533223 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9533247.000000 Penalty: 5372.830566
	Iteration 16Q: 3 clusters Score -9533247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9533287.000000 Penalty: 5372.830566
	Iteration 17Q: 3 clusters Score -9533287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9533322.000000 Penalty: 5372.830566
	Iteration 18Q: 3 clusters Score -9533322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9533322.000000 Penalty: 5372.830566
	Iteration 19Q: 3 clusters Score -9533322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -9533341.000000 Penalty: 5372.830566
	Iteration 20F: 3 clusters Score -9533341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9533346.000000 Penalty: 5372.830566
	Iteration 21Q: 3 clusters Score -9533346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50373 members 
Entering Unmasked Estep 
Score: -9533353.000000 Penalty: 5372.830566
	Iteration 22Q: 3 clusters Score -9533353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9533360.000000 Penalty: 5372.830566
	Iteration 23Q: 3 clusters Score -9533360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -9533371.000000 Penalty: 5372.830566
	Iteration 24Q: 3 clusters Score -9533371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -9533382.000000 Penalty: 5372.830566
	Iteration 25Q: 3 clusters Score -9533382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -9533386.000000 Penalty: 5372.830566
	Iteration 26Q: 3 clusters Score -9533386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -9533386.000000 Penalty: 5372.830566
	Iteration 27F: 3 clusters Score -9533386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Entering Unmasked Estep 
Score: -988492.250000 Penalty: 2128.393311
	Iteration 0F: 2 clusters Score -988492.2 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 2636 members 
Entering Unmasked Estep 
Score: -983750.000000 Penalty: 4256.786621
	Iteration 0F: 3 clusters Score -983750 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -984917.625000 Penalty: 4256.786621
	Iteration 1F: 3 clusters Score -984917.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -985145.062500 Penalty: 4256.786621
	Iteration 2F: 3 clusters Score -985145.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -985279.062500 Penalty: 4256.786621
	Iteration 3Q: 3 clusters Score -985279.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -985379.187500 Penalty: 4256.786621
	Iteration 4Q: 3 clusters Score -985379.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -985462.875000 Penalty: 4256.786621
	Iteration 5Q: 3 clusters Score -985462.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -985533.937500 Penalty: 4256.786621
	Iteration 6Q: 3 clusters Score -985533.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -985598.937500 Penalty: 4256.786621
	Iteration 7Q: 3 clusters Score -985598.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -985656.062500 Penalty: 4256.786621
	Iteration 8Q: 3 clusters Score -985656.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -985723.500000 Penalty: 4256.786621
	Iteration 9Q: 3 clusters Score -985723.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -985785.187500 Penalty: 4256.786621
	Iteration 10Q: 3 clusters Score -985785.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -985841.125000 Penalty: 4256.786621
	Iteration 11Q: 3 clusters Score -985841.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -985881.062500 Penalty: 4256.786621
	Iteration 12Q: 3 clusters Score -985881.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -985914.375000 Penalty: 4256.786621
	Iteration 13Q: 3 clusters Score -985914.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -985949.875000 Penalty: 4256.786621
	Iteration 14Q: 3 clusters Score -985949.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -985982.312500 Penalty: 4256.786621
	Iteration 15Q: 3 clusters Score -985982.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -986006.937500 Penalty: 4256.786621
	Iteration 16Q: 3 clusters Score -986006.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -986034.062500 Penalty: 4256.786621
	Iteration 17Q: 3 clusters Score -986034.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -986057.625000 Penalty: 4256.786621
	Iteration 18Q: 3 clusters Score -986057.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -986083.125000 Penalty: 4256.786621
	Iteration 19Q: 3 clusters Score -986083.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -986105.312500 Penalty: 4256.786621
	Iteration 20F: 3 clusters Score -986105.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -986126.125000 Penalty: 4256.786621
	Iteration 21Q: 3 clusters Score -986126.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -986143.375000 Penalty: 4256.786621
	Iteration 22Q: 3 clusters Score -986143.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -986163.875000 Penalty: 4256.786621
	Iteration 23Q: 3 clusters Score -986163.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -986179.250000 Penalty: 4256.786621
	Iteration 24Q: 3 clusters Score -986179.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -986202.562500 Penalty: 4256.786621
	Iteration 25Q: 3 clusters Score -986202.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -986229.625000 Penalty: 4256.786621
	Iteration 26Q: 3 clusters Score -986229.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -986248.937500 Penalty: 4256.786621
	Iteration 27Q: 3 clusters Score -986248.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -986272.375000 Penalty: 4256.786621
	Iteration 28Q: 3 clusters Score -986272.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -986304.187500 Penalty: 4256.786621
	Iteration 29Q: 3 clusters Score -986304.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -986337.312500 Penalty: 4256.786621
	Iteration 30Q: 3 clusters Score -986337.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -986367.062500 Penalty: 4256.786621
	Iteration 31Q: 3 clusters Score -986367.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -986389.750000 Penalty: 4256.786621
	Iteration 32Q: 3 clusters Score -986389.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -986413.687500 Penalty: 4256.786621
	Iteration 33Q: 3 clusters Score -986413.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -986428.750000 Penalty: 4256.786621
	Iteration 34Q: 3 clusters Score -986428.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -986444.250000 Penalty: 4256.786621
	Iteration 35Q: 3 clusters Score -986444.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -986466.187500 Penalty: 4256.786621
	Iteration 36Q: 3 clusters Score -986466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -986487.250000 Penalty: 4256.786621
	Iteration 37Q: 3 clusters Score -986487.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -986504.750000 Penalty: 4256.786621
	Iteration 38Q: 3 clusters Score -986504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -986516.312500 Penalty: 4256.786621
	Iteration 39Q: 3 clusters Score -986516.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -986526.250000 Penalty: 4256.786621
	Iteration 40F: 3 clusters Score -986526.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -986534.687500 Penalty: 4256.786621
	Iteration 41Q: 3 clusters Score -986534.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -986538.562500 Penalty: 4256.786621
	Iteration 42Q: 3 clusters Score -986538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -986542.000000 Penalty: 4256.786621
	Iteration 43Q: 3 clusters Score -986542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -986543.562500 Penalty: 4256.786621
	Iteration 44Q: 3 clusters Score -986543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -986544.062500 Penalty: 4256.786621
	Iteration 45Q: 3 clusters Score -986544.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -986546.500000 Penalty: 4256.786621
	Iteration 46Q: 3 clusters Score -986546.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -986548.562500 Penalty: 4256.786621
	Iteration 47Q: 3 clusters Score -986548.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -986551.000000 Penalty: 4256.786621
	Iteration 48Q: 3 clusters Score -986551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -986551.625000 Penalty: 4256.786621
	Iteration 49Q: 3 clusters Score -986551.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -986551.625000 Penalty: 4256.786621
	Iteration 50F: 3 clusters Score -986551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50277 members 
Entering Unmasked Estep 
Score: -9385046.000000 Penalty: 2684.675049
	Iteration 0F: 2 clusters Score -9385046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -9353413.000000 Penalty: 5369.350098
	Iteration 0F: 3 clusters Score -9353413 nChanged 23247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9366479.000000 Penalty: 5369.350098
	Iteration 1F: 3 clusters Score -9366479 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9367271.000000 Penalty: 5369.350098
	Iteration 2Q: 3 clusters Score -9367271 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -9368193.000000 Penalty: 5369.350098
	Iteration 3Q: 3 clusters Score -9368193 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -9369155.000000 Penalty: 5369.350098
	Iteration 4Q: 3 clusters Score -9369155 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -9370262.000000 Penalty: 5369.350098
	Iteration 5Q: 3 clusters Score -9370262 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -9371658.000000 Penalty: 5369.350098
	Iteration 6Q: 3 clusters Score -9371658 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -9373685.000000 Penalty: 5369.350098
	Iteration 7F: 3 clusters Score -9373685 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -9376099.000000 Penalty: 5369.350098
	Iteration 8F: 3 clusters Score -9376099 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9378414.000000 Penalty: 5369.350098
	Iteration 9F: 3 clusters Score -9378414 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -9379967.000000 Penalty: 5369.350098
	Iteration 10F: 3 clusters Score -9379967 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -9380826.000000 Penalty: 5369.350098
	Iteration 11Q: 3 clusters Score -9380826 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -9381403.000000 Penalty: 5369.350098
	Iteration 12Q: 3 clusters Score -9381403 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -9381839.000000 Penalty: 5369.350098
	Iteration 13Q: 3 clusters Score -9381839 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -9382246.000000 Penalty: 5369.350098
	Iteration 14Q: 3 clusters Score -9382246 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -9382607.000000 Penalty: 5369.350098
	Iteration 15Q: 3 clusters Score -9382607 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -9382991.000000 Penalty: 5369.350098
	Iteration 16Q: 3 clusters Score -9382991 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -9383332.000000 Penalty: 5369.350098
	Iteration 17Q: 3 clusters Score -9383332 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -9383605.000000 Penalty: 5369.350098
	Iteration 18Q: 3 clusters Score -9383605 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -9383784.000000 Penalty: 5369.350098
	Iteration 19Q: 3 clusters Score -9383784 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -9383902.000000 Penalty: 5369.350098
	Iteration 20F: 3 clusters Score -9383902 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -9384018.000000 Penalty: 5369.350098
	Iteration 21Q: 3 clusters Score -9384018 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -9384104.000000 Penalty: 5369.350098
	Iteration 22Q: 3 clusters Score -9384104 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -9384158.000000 Penalty: 5369.350098
	Iteration 23Q: 3 clusters Score -9384158 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -9384159.000000 Penalty: 5369.350098
	Iteration 24Q: 3 clusters Score -9384159 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -9384185.000000 Penalty: 5369.350098
	Iteration 25Q: 3 clusters Score -9384185 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -9384234.000000 Penalty: 5369.350098
	Iteration 26Q: 3 clusters Score -9384234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -9384291.000000 Penalty: 5369.350098
	Iteration 27Q: 3 clusters Score -9384291 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -9384286.000000 Penalty: 5369.350098
	Iteration 28Q: 3 clusters Score -9384286 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -9384310.000000 Penalty: 5369.350098
	Iteration 29Q: 3 clusters Score -9384310 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -9384351.000000 Penalty: 5369.350098
	Iteration 30Q: 3 clusters Score -9384351 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -9384341.000000 Penalty: 5369.350098
	Iteration 31Q: 3 clusters Score -9384341 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -9384329.000000 Penalty: 5369.350098
	Iteration 32Q: 3 clusters Score -9384329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -9384356.000000 Penalty: 5369.350098
	Iteration 33Q: 3 clusters Score -9384356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -9384366.000000 Penalty: 5369.350098
	Iteration 34Q: 3 clusters Score -9384366 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -9384390.000000 Penalty: 5369.350098
	Iteration 35Q: 3 clusters Score -9384390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -9384453.000000 Penalty: 5369.350098
	Iteration 36Q: 3 clusters Score -9384453 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -9384440.000000 Penalty: 5369.350098
	Iteration 37Q: 3 clusters Score -9384440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -9384427.000000 Penalty: 5369.350098
	Iteration 38Q: 3 clusters Score -9384427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -9384428.000000 Penalty: 5369.350098
	Iteration 39Q: 3 clusters Score -9384428 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -9384419.000000 Penalty: 5369.350098
	Iteration 40F: 3 clusters Score -9384419 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -9384433.000000 Penalty: 5369.350098
	Iteration 41Q: 3 clusters Score -9384433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -9384423.000000 Penalty: 5369.350098
	Iteration 42Q: 3 clusters Score -9384423 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -9384453.000000 Penalty: 5369.350098
	Iteration 43Q: 3 clusters Score -9384453 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -9384443.000000 Penalty: 5369.350098
	Iteration 44Q: 3 clusters Score -9384443 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -9384456.000000 Penalty: 5369.350098
	Iteration 45Q: 3 clusters Score -9384456 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -9384463.000000 Penalty: 5369.350098
	Iteration 46Q: 3 clusters Score -9384463 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -9384451.000000 Penalty: 5369.350098
	Iteration 47Q: 3 clusters Score -9384451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -9384467.000000 Penalty: 5369.350098
	Iteration 48Q: 3 clusters Score -9384467 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -9384480.000000 Penalty: 5369.350098
	Iteration 49Q: 3 clusters Score -9384480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -9384502.000000 Penalty: 5369.350098
	Iteration 50Q: 3 clusters Score -9384502 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -9384521.000000 Penalty: 5369.350098
	Iteration 51Q: 3 clusters Score -9384521 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -9384518.000000 Penalty: 5369.350098
	Iteration 52Q: 3 clusters Score -9384518 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -9384526.000000 Penalty: 5369.350098
	Iteration 53Q: 3 clusters Score -9384526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -9384518.000000 Penalty: 5369.350098
	Iteration 54Q: 3 clusters Score -9384518 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -9384525.000000 Penalty: 5369.350098
	Iteration 55Q: 3 clusters Score -9384525 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -9384526.000000 Penalty: 5369.350098
	Iteration 56Q: 3 clusters Score -9384526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9384519.000000 Penalty: 5369.350098
	Iteration 57Q: 3 clusters Score -9384519 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -9384532.000000 Penalty: 5369.350098
	Iteration 58Q: 3 clusters Score -9384532 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -9384526.000000 Penalty: 5369.350098
	Iteration 59Q: 3 clusters Score -9384526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9384533.000000 Penalty: 5369.350098
	Iteration 60F: 3 clusters Score -9384533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -9384560.000000 Penalty: 5369.350098
	Iteration 61Q: 3 clusters Score -9384560 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -9384566.000000 Penalty: 5369.350098
	Iteration 62Q: 3 clusters Score -9384566 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -9384559.000000 Penalty: 5369.350098
	Iteration 63Q: 3 clusters Score -9384559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -9384539.000000 Penalty: 5369.350098
	Iteration 64Q: 3 clusters Score -9384539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -9384542.000000 Penalty: 5369.350098
	Iteration 65Q: 3 clusters Score -9384542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9384565.000000 Penalty: 5369.350098
	Iteration 66Q: 3 clusters Score -9384565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -9384566.000000 Penalty: 5369.350098
	Iteration 67Q: 3 clusters Score -9384566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -9384585.000000 Penalty: 5369.350098
	Iteration 68Q: 3 clusters Score -9384585 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -9384574.000000 Penalty: 5369.350098
	Iteration 69Q: 3 clusters Score -9384574 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -9384570.000000 Penalty: 5369.350098
	Iteration 70Q: 3 clusters Score -9384570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -9384580.000000 Penalty: 5369.350098
	Iteration 71Q: 3 clusters Score -9384580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -9384579.000000 Penalty: 5369.350098
	Iteration 72Q: 3 clusters Score -9384579 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -9384592.000000 Penalty: 5369.350098
	Iteration 73Q: 3 clusters Score -9384592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -9384599.000000 Penalty: 5369.350098
	Iteration 74Q: 3 clusters Score -9384599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -9384599.000000 Penalty: 5369.350098
	Iteration 75Q: 3 clusters Score -9384599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -9384610.000000 Penalty: 5369.350098
	Iteration 76Q: 3 clusters Score -9384610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -9384607.000000 Penalty: 5369.350098
	Iteration 77Q: 3 clusters Score -9384607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -9384607.000000 Penalty: 5369.350098
	Iteration 78Q: 3 clusters Score -9384607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -9384603.000000 Penalty: 5369.350098
	Iteration 79Q: 3 clusters Score -9384603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -9384601.000000 Penalty: 5369.350098
	Iteration 80F: 3 clusters Score -9384601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -9384591.000000 Penalty: 5369.350098
	Iteration 81Q: 3 clusters Score -9384591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -9384596.000000 Penalty: 5369.350098
	Iteration 82Q: 3 clusters Score -9384596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -9384602.000000 Penalty: 5369.350098
	Iteration 83Q: 3 clusters Score -9384602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -9384610.000000 Penalty: 5369.350098
	Iteration 84Q: 3 clusters Score -9384610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -9384606.000000 Penalty: 5369.350098
	Iteration 85Q: 3 clusters Score -9384606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -9384605.000000 Penalty: 5369.350098
	Iteration 86Q: 3 clusters Score -9384605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -9384614.000000 Penalty: 5369.350098
	Iteration 87Q: 3 clusters Score -9384614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -9384614.000000 Penalty: 5369.350098
	Iteration 88Q: 3 clusters Score -9384614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -9384619.000000 Penalty: 5369.350098
	Iteration 89Q: 3 clusters Score -9384619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -9384621.000000 Penalty: 5369.350098
	Iteration 90Q: 3 clusters Score -9384621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9384622.000000 Penalty: 5369.350098
	Iteration 91Q: 3 clusters Score -9384622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -9384626.000000 Penalty: 5369.350098
	Iteration 92Q: 3 clusters Score -9384626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -9384629.000000 Penalty: 5369.350098
	Iteration 93Q: 3 clusters Score -9384629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -9384624.000000 Penalty: 5369.350098
	Iteration 94Q: 3 clusters Score -9384624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -9384628.000000 Penalty: 5369.350098
	Iteration 95Q: 3 clusters Score -9384628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -9384628.000000 Penalty: 5369.350098
	Iteration 96F: 3 clusters Score -9384628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117582.539062 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116027.539062 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -116027.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116575.742188 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116575.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -116997.960938 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -117415.460938 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -117415.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -117581.273438 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -117581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -117625.046875 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -117625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -117690.843750 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -117690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -117752.835938 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -117752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -117766.539062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -117766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -117775.984375 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -117776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -117785.671875 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -117785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -117791.414062 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -117791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -117791.414062 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -117791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 49176 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23570 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57804 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 53294 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 31200 members 
Mstep: Class 18 contains 43824 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 49099 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 50631 members 
Mstep: Class 27 contains 5336 members 
Mstep: Class 28 contains 50277 members 
Mstep: Class 29 contains 537 members 
Mstep: Class 30 contains 48769 members 
Mstep: Class 31 contains 142 members 
Entering Unmasked Estep 
Score: -137129568.000000 Penalty: 103966.859375
Splitting cluster 29 changes total score from -137131216.000000 to -137129568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (48769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Entering Unmasked Estep 
Score: -9125098.000000 Penalty: 2677.122803
	Iteration 0F: 2 clusters Score -9125098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -9095655.000000 Penalty: 5354.245605
	Iteration 0F: 3 clusters Score -9095655 nChanged 22489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9108116.000000 Penalty: 5354.245605
	Iteration 1F: 3 clusters Score -9108116 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -9108487.000000 Penalty: 5354.245605
	Iteration 2Q: 3 clusters Score -9108487 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -9108827.000000 Penalty: 5354.245605
	Iteration 3Q: 3 clusters Score -9108827 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9109253.000000 Penalty: 5354.245605
	Iteration 4Q: 3 clusters Score -9109253 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -9109742.000000 Penalty: 5354.245605
	Iteration 5Q: 3 clusters Score -9109742 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -9110555.000000 Penalty: 5354.245605
	Iteration 6Q: 3 clusters Score -9110555 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -9111831.000000 Penalty: 5354.245605
	Iteration 7Q: 3 clusters Score -9111831 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -9113759.000000 Penalty: 5354.245605
	Iteration 8F: 3 clusters Score -9113759 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -9115934.000000 Penalty: 5354.245605
	Iteration 9F: 3 clusters Score -9115934 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -9118059.000000 Penalty: 5354.245605
	Iteration 10F: 3 clusters Score -9118059 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -9119847.000000 Penalty: 5354.245605
	Iteration 11Q: 3 clusters Score -9119847 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -9121135.000000 Penalty: 5354.245605
	Iteration 12Q: 3 clusters Score -9121135 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -9121979.000000 Penalty: 5354.245605
	Iteration 13Q: 3 clusters Score -9121979 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -9122448.000000 Penalty: 5354.245605
	Iteration 14Q: 3 clusters Score -9122448 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -9122685.000000 Penalty: 5354.245605
	Iteration 15Q: 3 clusters Score -9122685 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9122785.000000 Penalty: 5354.245605
	Iteration 16Q: 3 clusters Score -9122785 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -9122889.000000 Penalty: 5354.245605
	Iteration 17Q: 3 clusters Score -9122889 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46861 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9122930.000000 Penalty: 5354.245605
	Iteration 18Q: 3 clusters Score -9122930 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9122966.000000 Penalty: 5354.245605
	Iteration 19Q: 3 clusters Score -9122966 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9122997.000000 Penalty: 5354.245605
	Iteration 20F: 3 clusters Score -9122997 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9123031.000000 Penalty: 5354.245605
	Iteration 21Q: 3 clusters Score -9123031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -9123037.000000 Penalty: 5354.245605
	Iteration 22Q: 3 clusters Score -9123037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9123105.000000 Penalty: 5354.245605
	Iteration 23Q: 3 clusters Score -9123105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9123147.000000 Penalty: 5354.245605
	Iteration 24Q: 3 clusters Score -9123147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9123167.000000 Penalty: 5354.245605
	Iteration 25Q: 3 clusters Score -9123167 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9123185.000000 Penalty: 5354.245605
	Iteration 26Q: 3 clusters Score -9123185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9123195.000000 Penalty: 5354.245605
	Iteration 27Q: 3 clusters Score -9123195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9123196.000000 Penalty: 5354.245605
	Iteration 28Q: 3 clusters Score -9123196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9123191.000000 Penalty: 5354.245605
	Iteration 29Q: 3 clusters Score -9123191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9123184.000000 Penalty: 5354.245605
	Iteration 30Q: 3 clusters Score -9123184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9123209.000000 Penalty: 5354.245605
	Iteration 31Q: 3 clusters Score -9123209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -9123200.000000 Penalty: 5354.245605
	Iteration 32Q: 3 clusters Score -9123200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9123201.000000 Penalty: 5354.245605
	Iteration 33Q: 3 clusters Score -9123201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9123221.000000 Penalty: 5354.245605
	Iteration 34Q: 3 clusters Score -9123221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9123217.000000 Penalty: 5354.245605
	Iteration 35Q: 3 clusters Score -9123217 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9123217.000000 Penalty: 5354.245605
	Iteration 36Q: 3 clusters Score -9123217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9123223.000000 Penalty: 5354.245605
	Iteration 37Q: 3 clusters Score -9123223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9123210.000000 Penalty: 5354.245605
	Iteration 38Q: 3 clusters Score -9123210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9123211.000000 Penalty: 5354.245605
	Iteration 39Q: 3 clusters Score -9123211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9123214.000000 Penalty: 5354.245605
	Iteration 40F: 3 clusters Score -9123214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9123215.000000 Penalty: 5354.245605
	Iteration 41Q: 3 clusters Score -9123215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9123215.000000 Penalty: 5354.245605
	Iteration 42F: 3 clusters Score -9123215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 44080 members 
Mstep: Class 3 contains 49176 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23570 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45674 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57804 members 
Mstep: Class 13 contains 6390 members 
Mstep: Class 14 contains 53294 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 31200 members 
Mstep: Class 18 contains 43824 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 5337 members 
Mstep: Class 22 contains 49099 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4381 members 
Mstep: Class 26 contains 50631 members 
Mstep: Class 27 contains 5336 members 
Mstep: Class 28 contains 50277 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131312.000000 Penalty: 100613.093750
Iteration 159Q: 31 clusters Score -1.371313e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 44089 members 
Mstep: Class 3 contains 49216 members 
Mstep: Class 4 contains 44350 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23531 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45680 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57868 members 
Mstep: Class 13 contains 6395 members 
Mstep: Class 14 contains 53301 members 
Mstep: Class 15 contains 44619 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 31180 members 
Mstep: Class 18 contains 43808 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 49086 members 
Mstep: Class 23 contains 5785 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4387 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 5352 members 
Mstep: Class 28 contains 50251 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131104.000000 Penalty: 100613.093750
Iteration 160F: 31 clusters Score -1.371311e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 44118 members 
Mstep: Class 3 contains 49252 members 
Mstep: Class 4 contains 44365 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23484 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45728 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57900 members 
Mstep: Class 13 contains 6410 members 
Mstep: Class 14 contains 53319 members 
Mstep: Class 15 contains 44603 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 31152 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 49092 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 50519 members 
Mstep: Class 27 contains 5354 members 
Mstep: Class 28 contains 50226 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131136.000000 Penalty: 100613.093750
Iteration 161Q: 31 clusters Score -1.371311e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 44183 members 
Mstep: Class 3 contains 49286 members 
Mstep: Class 4 contains 44419 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23445 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45735 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57893 members 
Mstep: Class 13 contains 6431 members 
Mstep: Class 14 contains 53298 members 
Mstep: Class 15 contains 44609 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 31123 members 
Mstep: Class 18 contains 43767 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 49073 members 
Mstep: Class 23 contains 5776 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 50459 members 
Mstep: Class 27 contains 5364 members 
Mstep: Class 28 contains 50217 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131408.000000 Penalty: 100613.093750
Iteration 162Q: 31 clusters Score -1.371314e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 44200 members 
Mstep: Class 3 contains 49359 members 
Mstep: Class 4 contains 44458 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23406 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45774 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57903 members 
Mstep: Class 13 contains 6441 members 
Mstep: Class 14 contains 53269 members 
Mstep: Class 15 contains 44576 members 
Mstep: Class 16 contains 1608 members 
Mstep: Class 17 contains 31085 members 
Mstep: Class 18 contains 43750 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 5771 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 50443 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 50206 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131248.000000 Penalty: 100613.093750
Iteration 163Q: 31 clusters Score -1.371312e+08 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 44220 members 
Mstep: Class 3 contains 49387 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23372 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45775 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57914 members 
Mstep: Class 13 contains 6456 members 
Mstep: Class 14 contains 53237 members 
Mstep: Class 15 contains 44559 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 31059 members 
Mstep: Class 18 contains 43759 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 49081 members 
Mstep: Class 23 contains 5772 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50423 members 
Mstep: Class 27 contains 5374 members 
Mstep: Class 28 contains 50197 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131408.000000 Penalty: 100613.093750
Iteration 164Q: 31 clusters Score -1.371314e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 44228 members 
Mstep: Class 3 contains 49400 members 
Mstep: Class 4 contains 44535 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23348 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45804 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57931 members 
Mstep: Class 13 contains 6484 members 
Mstep: Class 14 contains 53230 members 
Mstep: Class 15 contains 44546 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 31018 members 
Mstep: Class 18 contains 43764 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26556 members 
Mstep: Class 21 contains 5364 members 
Mstep: Class 22 contains 49067 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 50407 members 
Mstep: Class 27 contains 5385 members 
Mstep: Class 28 contains 50181 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131760.000000 Penalty: 100613.093750
Iteration 165Q: 31 clusters Score -1.371318e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 44241 members 
Mstep: Class 3 contains 49348 members 
Mstep: Class 4 contains 44573 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23318 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45867 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57933 members 
Mstep: Class 13 contains 6501 members 
Mstep: Class 14 contains 53248 members 
Mstep: Class 15 contains 44551 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 30978 members 
Mstep: Class 18 contains 43784 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26560 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 49055 members 
Mstep: Class 23 contains 5759 members 
Mstep: Class 24 contains 2382 members 
Mstep: Class 25 contains 4413 members 
Mstep: Class 26 contains 50414 members 
Mstep: Class 27 contains 5396 members 
Mstep: Class 28 contains 50161 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132000.000000 Penalty: 100613.093750
Iteration 166Q: 31 clusters Score -1.37132e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 44254 members 
Mstep: Class 3 contains 49330 members 
Mstep: Class 4 contains 44638 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23293 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57894 members 
Mstep: Class 13 contains 6504 members 
Mstep: Class 14 contains 53232 members 
Mstep: Class 15 contains 44541 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30939 members 
Mstep: Class 18 contains 43790 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26560 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 49026 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 2381 members 
Mstep: Class 25 contains 4413 members 
Mstep: Class 26 contains 50397 members 
Mstep: Class 27 contains 5414 members 
Mstep: Class 28 contains 50162 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132112.000000 Penalty: 100613.093750
Iteration 167Q: 31 clusters Score -1.371321e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 49345 members 
Mstep: Class 4 contains 44676 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23261 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46030 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57864 members 
Mstep: Class 13 contains 6513 members 
Mstep: Class 14 contains 53246 members 
Mstep: Class 15 contains 44536 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30900 members 
Mstep: Class 18 contains 43787 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 5353 members 
Mstep: Class 22 contains 49017 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 4414 members 
Mstep: Class 26 contains 50407 members 
Mstep: Class 27 contains 5427 members 
Mstep: Class 28 contains 50177 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131920.000000 Penalty: 100613.093750
Iteration 168Q: 31 clusters Score -1.371319e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 44248 members 
Mstep: Class 3 contains 49353 members 
Mstep: Class 4 contains 44702 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23239 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46049 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57846 members 
Mstep: Class 13 contains 6515 members 
Mstep: Class 14 contains 53247 members 
Mstep: Class 15 contains 44557 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30863 members 
Mstep: Class 18 contains 43775 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 5346 members 
Mstep: Class 22 contains 48997 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 50429 members 
Mstep: Class 27 contains 5444 members 
Mstep: Class 28 contains 50197 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131776.000000 Penalty: 100613.093750
Iteration 169Q: 31 clusters Score -1.371318e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 44268 members 
Mstep: Class 3 contains 49350 members 
Mstep: Class 4 contains 44703 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23222 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46076 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57842 members 
Mstep: Class 13 contains 6522 members 
Mstep: Class 14 contains 53240 members 
Mstep: Class 15 contains 44572 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30835 members 
Mstep: Class 18 contains 43763 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26544 members 
Mstep: Class 21 contains 5340 members 
Mstep: Class 22 contains 48980 members 
Mstep: Class 23 contains 5760 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50461 members 
Mstep: Class 27 contains 5461 members 
Mstep: Class 28 contains 50210 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131904.000000 Penalty: 100613.093750
Iteration 170Q: 31 clusters Score -1.371319e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 44319 members 
Mstep: Class 3 contains 49352 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23201 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46077 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57814 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 53255 members 
Mstep: Class 15 contains 44601 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30806 members 
Mstep: Class 18 contains 43739 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 5341 members 
Mstep: Class 22 contains 48950 members 
Mstep: Class 23 contains 5765 members 
Mstep: Class 24 contains 2380 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 50432 members 
Mstep: Class 27 contains 5465 members 
Mstep: Class 28 contains 50228 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132224.000000 Penalty: 100613.093750
Iteration 171Q: 31 clusters Score -1.371322e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 44406 members 
Mstep: Class 3 contains 49335 members 
Mstep: Class 4 contains 44755 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23171 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46093 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57798 members 
Mstep: Class 13 contains 6528 members 
Mstep: Class 14 contains 53270 members 
Mstep: Class 15 contains 44627 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30778 members 
Mstep: Class 18 contains 43734 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 5345 members 
Mstep: Class 22 contains 48949 members 
Mstep: Class 23 contains 5766 members 
Mstep: Class 24 contains 2379 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 50397 members 
Mstep: Class 27 contains 5469 members 
Mstep: Class 28 contains 50225 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132208.000000 Penalty: 100613.093750
Iteration 172Q: 31 clusters Score -1.371322e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 44494 members 
Mstep: Class 3 contains 49324 members 
Mstep: Class 4 contains 44789 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23153 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46102 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57764 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 53280 members 
Mstep: Class 15 contains 44646 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 43735 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26529 members 
Mstep: Class 21 contains 5346 members 
Mstep: Class 22 contains 48943 members 
Mstep: Class 23 contains 5765 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50403 members 
Mstep: Class 27 contains 5479 members 
Mstep: Class 28 contains 50207 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132352.000000 Penalty: 100613.093750
Iteration 173Q: 31 clusters Score -1.371324e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 44534 members 
Mstep: Class 3 contains 49353 members 
Mstep: Class 4 contains 44839 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23115 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46102 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57782 members 
Mstep: Class 13 contains 6541 members 
Mstep: Class 14 contains 53307 members 
Mstep: Class 15 contains 44649 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30729 members 
Mstep: Class 18 contains 43713 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 48936 members 
Mstep: Class 23 contains 5769 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50369 members 
Mstep: Class 27 contains 5492 members 
Mstep: Class 28 contains 50201 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132560.000000 Penalty: 100613.093750
Iteration 174Q: 31 clusters Score -1.371326e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 44585 members 
Mstep: Class 3 contains 49350 members 
Mstep: Class 4 contains 44886 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23082 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46118 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57795 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 53287 members 
Mstep: Class 15 contains 44649 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30706 members 
Mstep: Class 18 contains 43684 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26522 members 
Mstep: Class 21 contains 5357 members 
Mstep: Class 22 contains 48926 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50338 members 
Mstep: Class 27 contains 5504 members 
Mstep: Class 28 contains 50222 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132192.000000 Penalty: 100613.093750
Iteration 175Q: 31 clusters Score -1.371322e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 44601 members 
Mstep: Class 3 contains 49348 members 
Mstep: Class 4 contains 44948 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23054 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46112 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57802 members 
Mstep: Class 13 contains 6574 members 
Mstep: Class 14 contains 53303 members 
Mstep: Class 15 contains 44661 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30688 members 
Mstep: Class 18 contains 43649 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 5366 members 
Mstep: Class 22 contains 48920 members 
Mstep: Class 23 contains 5764 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 50322 members 
Mstep: Class 27 contains 5515 members 
Mstep: Class 28 contains 50239 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132448.000000 Penalty: 100613.093750
Iteration 176Q: 31 clusters Score -1.371324e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 44632 members 
Mstep: Class 3 contains 49360 members 
Mstep: Class 4 contains 44964 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1099 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23033 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57800 members 
Mstep: Class 13 contains 6580 members 
Mstep: Class 14 contains 53286 members 
Mstep: Class 15 contains 44675 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 30663 members 
Mstep: Class 18 contains 43630 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 48904 members 
Mstep: Class 23 contains 5766 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 50306 members 
Mstep: Class 27 contains 5524 members 
Mstep: Class 28 contains 50281 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132896.000000 Penalty: 100613.093750
Iteration 177Q: 31 clusters Score -1.371329e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 44639 members 
Mstep: Class 3 contains 49378 members 
Mstep: Class 4 contains 44972 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 23015 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46172 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57804 members 
Mstep: Class 13 contains 6593 members 
Mstep: Class 14 contains 53267 members 
Mstep: Class 15 contains 44676 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30643 members 
Mstep: Class 18 contains 43597 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5374 members 
Mstep: Class 22 contains 48891 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 50308 members 
Mstep: Class 27 contains 5536 members 
Mstep: Class 28 contains 50316 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132688.000000 Penalty: 100613.093750
Iteration 178Q: 31 clusters Score -1.371327e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 44680 members 
Mstep: Class 3 contains 49373 members 
Mstep: Class 4 contains 45007 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22994 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57760 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 53236 members 
Mstep: Class 15 contains 44670 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30625 members 
Mstep: Class 18 contains 43577 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 48873 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4416 members 
Mstep: Class 26 contains 50297 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 50361 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133008.000000 Penalty: 100613.093750
Iteration 179Q: 31 clusters Score -1.37133e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 44737 members 
Mstep: Class 3 contains 49383 members 
Mstep: Class 4 contains 45024 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22962 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46207 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57726 members 
Mstep: Class 13 contains 6621 members 
Mstep: Class 14 contains 53204 members 
Mstep: Class 15 contains 44652 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30613 members 
Mstep: Class 18 contains 43557 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 48861 members 
Mstep: Class 23 contains 5775 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4421 members 
Mstep: Class 26 contains 50286 members 
Mstep: Class 27 contains 5555 members 
Mstep: Class 28 contains 50387 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133216.000000 Penalty: 100613.093750
Iteration 180F: 31 clusters Score -1.371332e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 44768 members 
Mstep: Class 3 contains 49387 members 
Mstep: Class 4 contains 45063 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22934 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46216 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57694 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 53173 members 
Mstep: Class 15 contains 44635 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 30601 members 
Mstep: Class 18 contains 43534 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 48869 members 
Mstep: Class 23 contains 5782 members 
Mstep: Class 24 contains 2378 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 50273 members 
Mstep: Class 27 contains 5560 members 
Mstep: Class 28 contains 50451 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133008.000000 Penalty: 100613.093750
Iteration 181Q: 31 clusters Score -1.37133e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 44815 members 
Mstep: Class 3 contains 49392 members 
Mstep: Class 4 contains 45069 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22902 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46229 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57649 members 
Mstep: Class 13 contains 6656 members 
Mstep: Class 14 contains 53165 members 
Mstep: Class 15 contains 44642 members 
Mstep: Class 16 contains 1612 members 
Mstep: Class 17 contains 30581 members 
Mstep: Class 18 contains 43517 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26484 members 
Mstep: Class 21 contains 5398 members 
Mstep: Class 22 contains 48872 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4424 members 
Mstep: Class 26 contains 50243 members 
Mstep: Class 27 contains 5567 members 
Mstep: Class 28 contains 50499 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133120.000000 Penalty: 100613.093750
Iteration 182Q: 31 clusters Score -1.371331e+08 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 44847 members 
Mstep: Class 3 contains 49398 members 
Mstep: Class 4 contains 45087 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22865 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46220 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57616 members 
Mstep: Class 13 contains 6672 members 
Mstep: Class 14 contains 53216 members 
Mstep: Class 15 contains 44638 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30562 members 
Mstep: Class 18 contains 43498 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26476 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 48858 members 
Mstep: Class 23 contains 5787 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 50216 members 
Mstep: Class 27 contains 5578 members 
Mstep: Class 28 contains 50526 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 48055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133184.000000 Penalty: 100613.093750
Iteration 183Q: 31 clusters Score -1.371332e+08 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 44887 members 
Mstep: Class 3 contains 49391 members 
Mstep: Class 4 contains 45105 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22838 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46232 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57601 members 
Mstep: Class 13 contains 6684 members 
Mstep: Class 14 contains 53234 members 
Mstep: Class 15 contains 44637 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30541 members 
Mstep: Class 18 contains 43477 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26476 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 48852 members 
Mstep: Class 23 contains 5791 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 50185 members 
Mstep: Class 27 contains 5581 members 
Mstep: Class 28 contains 50532 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 48035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133344.000000 Penalty: 100613.093750
Iteration 184Q: 31 clusters Score -1.371333e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 44900 members 
Mstep: Class 3 contains 49406 members 
Mstep: Class 4 contains 45098 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22813 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46256 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57567 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 53200 members 
Mstep: Class 15 contains 44615 members 
Mstep: Class 16 contains 1614 members 
Mstep: Class 17 contains 30521 members 
Mstep: Class 18 contains 43462 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 48841 members 
Mstep: Class 23 contains 5798 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 50208 members 
Mstep: Class 27 contains 5590 members 
Mstep: Class 28 contains 50544 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 48033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133184.000000 Penalty: 100613.093750
Iteration 185Q: 31 clusters Score -1.371332e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 44924 members 
Mstep: Class 3 contains 49403 members 
Mstep: Class 4 contains 45118 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22785 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46278 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57562 members 
Mstep: Class 13 contains 6734 members 
Mstep: Class 14 contains 53167 members 
Mstep: Class 15 contains 44607 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 30498 members 
Mstep: Class 18 contains 43453 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26480 members 
Mstep: Class 21 contains 5446 members 
Mstep: Class 22 contains 48823 members 
Mstep: Class 23 contains 5801 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4426 members 
Mstep: Class 26 contains 50198 members 
Mstep: Class 27 contains 5600 members 
Mstep: Class 28 contains 50567 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 48002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133360.000000 Penalty: 100613.093750
Iteration 186Q: 31 clusters Score -1.371334e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 44964 members 
Mstep: Class 3 contains 49424 members 
Mstep: Class 4 contains 45128 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1098 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22768 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46283 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57576 members 
Mstep: Class 13 contains 6739 members 
Mstep: Class 14 contains 53129 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 1615 members 
Mstep: Class 17 contains 30465 members 
Mstep: Class 18 contains 43449 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26484 members 
Mstep: Class 21 contains 5462 members 
Mstep: Class 22 contains 48802 members 
Mstep: Class 23 contains 5799 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4426 members 
Mstep: Class 26 contains 50201 members 
Mstep: Class 27 contains 5607 members 
Mstep: Class 28 contains 50577 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133376.000000 Penalty: 100613.093750
Iteration 187Q: 31 clusters Score -1.371334e+08 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 44977 members 
Mstep: Class 3 contains 49422 members 
Mstep: Class 4 contains 45134 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22743 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46281 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57595 members 
Mstep: Class 13 contains 6757 members 
Mstep: Class 14 contains 53123 members 
Mstep: Class 15 contains 44629 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 30439 members 
Mstep: Class 18 contains 43446 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26491 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 48782 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4428 members 
Mstep: Class 26 contains 50224 members 
Mstep: Class 27 contains 5615 members 
Mstep: Class 28 contains 50574 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133616.000000 Penalty: 100613.093750
Iteration 188Q: 31 clusters Score -1.371336e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 44997 members 
Mstep: Class 3 contains 49438 members 
Mstep: Class 4 contains 45128 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22722 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46288 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57572 members 
Mstep: Class 13 contains 6776 members 
Mstep: Class 14 contains 53145 members 
Mstep: Class 15 contains 44642 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 30414 members 
Mstep: Class 18 contains 43444 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 48773 members 
Mstep: Class 23 contains 5800 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 50225 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 50571 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133968.000000 Penalty: 100613.093750
Iteration 189Q: 31 clusters Score -1.37134e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 45036 members 
Mstep: Class 3 contains 49431 members 
Mstep: Class 4 contains 45123 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22706 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46295 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57553 members 
Mstep: Class 13 contains 6796 members 
Mstep: Class 14 contains 53162 members 
Mstep: Class 15 contains 44663 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 30389 members 
Mstep: Class 18 contains 43442 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 5486 members 
Mstep: Class 22 contains 48780 members 
Mstep: Class 23 contains 5805 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 50176 members 
Mstep: Class 27 contains 5617 members 
Mstep: Class 28 contains 50574 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134208.000000 Penalty: 100613.093750
Iteration 190Q: 31 clusters Score -1.371342e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 45085 members 
Mstep: Class 3 contains 49456 members 
Mstep: Class 4 contains 45115 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22688 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46315 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57539 members 
Mstep: Class 13 contains 6803 members 
Mstep: Class 14 contains 53164 members 
Mstep: Class 15 contains 44707 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 30368 members 
Mstep: Class 18 contains 43437 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26482 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 48764 members 
Mstep: Class 23 contains 5814 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 50115 members 
Mstep: Class 27 contains 5622 members 
Mstep: Class 28 contains 50550 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133872.000000 Penalty: 100613.093750
Iteration 191Q: 31 clusters Score -1.371339e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 45120 members 
Mstep: Class 3 contains 49479 members 
Mstep: Class 4 contains 45122 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22667 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46334 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57530 members 
Mstep: Class 13 contains 6815 members 
Mstep: Class 14 contains 53176 members 
Mstep: Class 15 contains 44721 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 30347 members 
Mstep: Class 18 contains 43440 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26480 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 48741 members 
Mstep: Class 23 contains 5820 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 50067 members 
Mstep: Class 27 contains 5624 members 
Mstep: Class 28 contains 50537 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134064.000000 Penalty: 100613.093750
Iteration 192Q: 31 clusters Score -1.371341e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 49516 members 
Mstep: Class 4 contains 45120 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22660 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46354 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57507 members 
Mstep: Class 13 contains 6827 members 
Mstep: Class 14 contains 53131 members 
Mstep: Class 15 contains 44762 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 30330 members 
Mstep: Class 18 contains 43449 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26475 members 
Mstep: Class 21 contains 5507 members 
Mstep: Class 22 contains 48707 members 
Mstep: Class 23 contains 5829 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 50027 members 
Mstep: Class 27 contains 5633 members 
Mstep: Class 28 contains 50551 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133584.000000 Penalty: 100613.093750
Iteration 193Q: 31 clusters Score -1.371336e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 45116 members 
Mstep: Class 3 contains 49593 members 
Mstep: Class 4 contains 45126 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22645 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46321 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57495 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 53108 members 
Mstep: Class 15 contains 44805 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 30322 members 
Mstep: Class 18 contains 43450 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 5516 members 
Mstep: Class 22 contains 48680 members 
Mstep: Class 23 contains 5830 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 50005 members 
Mstep: Class 27 contains 5639 members 
Mstep: Class 28 contains 50526 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134080.000000 Penalty: 100613.093750
Iteration 194Q: 31 clusters Score -1.371341e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 45105 members 
Mstep: Class 3 contains 49587 members 
Mstep: Class 4 contains 45106 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22624 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46360 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57484 members 
Mstep: Class 13 contains 6836 members 
Mstep: Class 14 contains 53108 members 
Mstep: Class 15 contains 44828 members 
Mstep: Class 16 contains 1621 members 
Mstep: Class 17 contains 30312 members 
Mstep: Class 18 contains 43481 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 5524 members 
Mstep: Class 22 contains 48670 members 
Mstep: Class 23 contains 5832 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 50005 members 
Mstep: Class 27 contains 5641 members 
Mstep: Class 28 contains 50538 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134304.000000 Penalty: 100613.093750
Iteration 195Q: 31 clusters Score -1.371343e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 45117 members 
Mstep: Class 3 contains 49590 members 
Mstep: Class 4 contains 45077 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22607 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46379 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57462 members 
Mstep: Class 13 contains 6835 members 
Mstep: Class 14 contains 53112 members 
Mstep: Class 15 contains 44865 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 30291 members 
Mstep: Class 18 contains 43518 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26455 members 
Mstep: Class 21 contains 5526 members 
Mstep: Class 22 contains 48650 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 49993 members 
Mstep: Class 27 contains 5645 members 
Mstep: Class 28 contains 50516 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134384.000000 Penalty: 100613.093750
Iteration 196Q: 31 clusters Score -1.371344e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 45151 members 
Mstep: Class 3 contains 49565 members 
Mstep: Class 4 contains 45058 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22575 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46361 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57421 members 
Mstep: Class 13 contains 6833 members 
Mstep: Class 14 contains 53095 members 
Mstep: Class 15 contains 44916 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 30269 members 
Mstep: Class 18 contains 43549 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26455 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 48645 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4431 members 
Mstep: Class 26 contains 49990 members 
Mstep: Class 27 contains 5650 members 
Mstep: Class 28 contains 50528 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134448.000000 Penalty: 100613.093750
Iteration 197Q: 31 clusters Score -1.371344e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 45205 members 
Mstep: Class 3 contains 49555 members 
Mstep: Class 4 contains 45051 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22543 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46372 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57374 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 53103 members 
Mstep: Class 15 contains 44950 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 30249 members 
Mstep: Class 18 contains 43578 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26450 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 48646 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4436 members 
Mstep: Class 26 contains 49952 members 
Mstep: Class 27 contains 5654 members 
Mstep: Class 28 contains 50542 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134448.000000 Penalty: 100613.093750
Iteration 198Q: 31 clusters Score -1.371344e+08 nChanged 1394
Entering ConstructFrom: 
Score: -137134448.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (46868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46868 members 
Entering Unmasked Estep 
Score: -8764047.000000 Penalty: 2667.262451
	Iteration 0F: 2 clusters Score -8764047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -8733434.000000 Penalty: 5334.524902
	Iteration 0F: 3 clusters Score -8733434 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -8745795.000000 Penalty: 5334.524902
	Iteration 1F: 3 clusters Score -8745795 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -8746804.000000 Penalty: 5334.524902
	Iteration 2Q: 3 clusters Score -8746804 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8748043.000000 Penalty: 5334.524902
	Iteration 3F: 3 clusters Score -8748043 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -8749680.000000 Penalty: 5334.524902
	Iteration 4F: 3 clusters Score -8749680 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -8752048.000000 Penalty: 5334.524902
	Iteration 5F: 3 clusters Score -8752048 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -8755014.000000 Penalty: 5334.524902
	Iteration 6F: 3 clusters Score -8755014 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -8758280.000000 Penalty: 5334.524902
	Iteration 7F: 3 clusters Score -8758280 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -8760584.000000 Penalty: 5334.524902
	Iteration 8F: 3 clusters Score -8760584 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -8761654.000000 Penalty: 5334.524902
	Iteration 9Q: 3 clusters Score -8761654 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -8762077.000000 Penalty: 5334.524902
	Iteration 10Q: 3 clusters Score -8762077 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8762280.000000 Penalty: 5334.524902
	Iteration 11Q: 3 clusters Score -8762280 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -8762509.000000 Penalty: 5334.524902
	Iteration 12Q: 3 clusters Score -8762509 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -8762661.000000 Penalty: 5334.524902
	Iteration 13Q: 3 clusters Score -8762661 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -8762772.000000 Penalty: 5334.524902
	Iteration 14Q: 3 clusters Score -8762772 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -8762854.000000 Penalty: 5334.524902
	Iteration 15Q: 3 clusters Score -8762854 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -8762899.000000 Penalty: 5334.524902
	Iteration 16Q: 3 clusters Score -8762899 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8762950.000000 Penalty: 5334.524902
	Iteration 17Q: 3 clusters Score -8762950 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8762993.000000 Penalty: 5334.524902
	Iteration 18Q: 3 clusters Score -8762993 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -8763029.000000 Penalty: 5334.524902
	Iteration 19Q: 3 clusters Score -8763029 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8763065.000000 Penalty: 5334.524902
	Iteration 20F: 3 clusters Score -8763065 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -8763044.000000 Penalty: 5334.524902
	Iteration 21Q: 3 clusters Score -8763044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8763042.000000 Penalty: 5334.524902
	Iteration 22Q: 3 clusters Score -8763042 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -8763025.000000 Penalty: 5334.524902
	Iteration 23Q: 3 clusters Score -8763025 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8763027.000000 Penalty: 5334.524902
	Iteration 24Q: 3 clusters Score -8763027 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8763049.000000 Penalty: 5334.524902
	Iteration 25Q: 3 clusters Score -8763049 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8763047.000000 Penalty: 5334.524902
	Iteration 26Q: 3 clusters Score -8763047 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -8763044.000000 Penalty: 5334.524902
	Iteration 27Q: 3 clusters Score -8763044 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8763075.000000 Penalty: 5334.524902
	Iteration 28Q: 3 clusters Score -8763075 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8763095.000000 Penalty: 5334.524902
	Iteration 29Q: 3 clusters Score -8763095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8763079.000000 Penalty: 5334.524902
	Iteration 30Q: 3 clusters Score -8763079 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8763082.000000 Penalty: 5334.524902
	Iteration 31Q: 3 clusters Score -8763082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -8763091.000000 Penalty: 5334.524902
	Iteration 32Q: 3 clusters Score -8763091 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8763098.000000 Penalty: 5334.524902
	Iteration 33Q: 3 clusters Score -8763098 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8763127.000000 Penalty: 5334.524902
	Iteration 34Q: 3 clusters Score -8763127 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8763129.000000 Penalty: 5334.524902
	Iteration 35Q: 3 clusters Score -8763129 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -8763113.000000 Penalty: 5334.524902
	Iteration 36Q: 3 clusters Score -8763113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8763118.000000 Penalty: 5334.524902
	Iteration 37Q: 3 clusters Score -8763118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -8763108.000000 Penalty: 5334.524902
	Iteration 38Q: 3 clusters Score -8763108 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8763128.000000 Penalty: 5334.524902
	Iteration 39Q: 3 clusters Score -8763128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8763127.000000 Penalty: 5334.524902
	Iteration 40F: 3 clusters Score -8763127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8763132.000000 Penalty: 5334.524902
	Iteration 41Q: 3 clusters Score -8763132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8763121.000000 Penalty: 5334.524902
	Iteration 42Q: 3 clusters Score -8763121 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -8763124.000000 Penalty: 5334.524902
	Iteration 43Q: 3 clusters Score -8763124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8763118.000000 Penalty: 5334.524902
	Iteration 44Q: 3 clusters Score -8763118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8763117.000000 Penalty: 5334.524902
	Iteration 45Q: 3 clusters Score -8763117 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8763113.000000 Penalty: 5334.524902
	Iteration 46Q: 3 clusters Score -8763113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8763133.000000 Penalty: 5334.524902
	Iteration 47Q: 3 clusters Score -8763133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8763123.000000 Penalty: 5334.524902
	Iteration 48Q: 3 clusters Score -8763123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -8763116.000000 Penalty: 5334.524902
	Iteration 49Q: 3 clusters Score -8763116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8763114.000000 Penalty: 5334.524902
	Iteration 50Q: 3 clusters Score -8763114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -8763121.000000 Penalty: 5334.524902
	Iteration 51Q: 3 clusters Score -8763121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8763124.000000 Penalty: 5334.524902
	Iteration 52Q: 3 clusters Score -8763124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8763125.000000 Penalty: 5334.524902
	Iteration 53Q: 3 clusters Score -8763125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8763114.000000 Penalty: 5334.524902
	Iteration 54Q: 3 clusters Score -8763114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8763116.000000 Penalty: 5334.524902
	Iteration 55Q: 3 clusters Score -8763116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8763113.000000 Penalty: 5334.524902
	Iteration 56Q: 3 clusters Score -8763113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8763112.000000 Penalty: 5334.524902
	Iteration 57Q: 3 clusters Score -8763112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8763114.000000 Penalty: 5334.524902
	Iteration 58Q: 3 clusters Score -8763114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8763117.000000 Penalty: 5334.524902
	Iteration 59Q: 3 clusters Score -8763117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8763111.000000 Penalty: 5334.524902
	Iteration 60F: 3 clusters Score -8763111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44576 members 
Entering Unmasked Estep 
Score: -8763116.000000 Penalty: 5334.524902
	Iteration 61Q: 3 clusters Score -8763116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8763126.000000 Penalty: 5334.524902
	Iteration 62Q: 3 clusters Score -8763126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8763128.000000 Penalty: 5334.524902
	Iteration 63Q: 3 clusters Score -8763128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -8763120.000000 Penalty: 5334.524902
	Iteration 64Q: 3 clusters Score -8763120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8763124.000000 Penalty: 5334.524902
	Iteration 65Q: 3 clusters Score -8763124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8763126.000000 Penalty: 5334.524902
	Iteration 66Q: 3 clusters Score -8763126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8763126.000000 Penalty: 5334.524902
	Iteration 67F: 3 clusters Score -8763126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Entering Unmasked Estep 
Score: -8576964.000000 Penalty: 2658.719482
	Iteration 0F: 2 clusters Score -8576964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8547966.000000 Penalty: 5317.438965
	Iteration 0F: 3 clusters Score -8547966 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -8559328.000000 Penalty: 5317.438965
	Iteration 1F: 3 clusters Score -8559328 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -8559870.000000 Penalty: 5317.438965
	Iteration 2Q: 3 clusters Score -8559870 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -8560500.000000 Penalty: 5317.438965
	Iteration 3Q: 3 clusters Score -8560500 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -8561354.000000 Penalty: 5317.438965
	Iteration 4Q: 3 clusters Score -8561354 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -8562485.000000 Penalty: 5317.438965
	Iteration 5F: 3 clusters Score -8562485 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -8564010.000000 Penalty: 5317.438965
	Iteration 6F: 3 clusters Score -8564010 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -8565983.000000 Penalty: 5317.438965
	Iteration 7F: 3 clusters Score -8565983 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -8568153.000000 Penalty: 5317.438965
	Iteration 8F: 3 clusters Score -8568153 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -8570233.000000 Penalty: 5317.438965
	Iteration 9F: 3 clusters Score -8570233 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8571868.000000 Penalty: 5317.438965
	Iteration 10Q: 3 clusters Score -8571868 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8572991.000000 Penalty: 5317.438965
	Iteration 11Q: 3 clusters Score -8572991 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8573637.000000 Penalty: 5317.438965
	Iteration 12Q: 3 clusters Score -8573637 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8574059.000000 Penalty: 5317.438965
	Iteration 13Q: 3 clusters Score -8574059 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8574344.000000 Penalty: 5317.438965
	Iteration 14Q: 3 clusters Score -8574344 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8574494.000000 Penalty: 5317.438965
	Iteration 15Q: 3 clusters Score -8574494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8574619.000000 Penalty: 5317.438965
	Iteration 16Q: 3 clusters Score -8574619 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8574709.000000 Penalty: 5317.438965
	Iteration 17Q: 3 clusters Score -8574709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8574760.000000 Penalty: 5317.438965
	Iteration 18Q: 3 clusters Score -8574760 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8574813.000000 Penalty: 5317.438965
	Iteration 19Q: 3 clusters Score -8574813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8574833.000000 Penalty: 5317.438965
	Iteration 20F: 3 clusters Score -8574833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8574858.000000 Penalty: 5317.438965
	Iteration 21Q: 3 clusters Score -8574858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8574875.000000 Penalty: 5317.438965
	Iteration 22Q: 3 clusters Score -8574875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8574883.000000 Penalty: 5317.438965
	Iteration 23Q: 3 clusters Score -8574883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8574874.000000 Penalty: 5317.438965
	Iteration 24Q: 3 clusters Score -8574874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8574883.000000 Penalty: 5317.438965
	Iteration 25Q: 3 clusters Score -8574883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8574892.000000 Penalty: 5317.438965
	Iteration 26Q: 3 clusters Score -8574892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8574890.000000 Penalty: 5317.438965
	Iteration 27Q: 3 clusters Score -8574890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8574890.000000 Penalty: 5317.438965
	Iteration 28Q: 3 clusters Score -8574890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8574886.000000 Penalty: 5317.438965
	Iteration 29Q: 3 clusters Score -8574886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8574889.000000 Penalty: 5317.438965
	Iteration 30Q: 3 clusters Score -8574889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8574889.000000 Penalty: 5317.438965
	Iteration 31Q: 3 clusters Score -8574889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8574889.000000 Penalty: 5317.438965
	Iteration 32F: 3 clusters Score -8574889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49541 members 
Entering Unmasked Estep 
Score: -9349769.000000 Penalty: 2681.017822
	Iteration 0F: 2 clusters Score -9349769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9319677.000000 Penalty: 5362.035645
	Iteration 0F: 3 clusters Score -9319677 nChanged 22937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -9332432.000000 Penalty: 5362.035645
	Iteration 1F: 3 clusters Score -9332432 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -9332935.000000 Penalty: 5362.035645
	Iteration 2Q: 3 clusters Score -9332935 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -9333384.000000 Penalty: 5362.035645
	Iteration 3Q: 3 clusters Score -9333384 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -9333810.000000 Penalty: 5362.035645
	Iteration 4Q: 3 clusters Score -9333810 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -9334324.000000 Penalty: 5362.035645
	Iteration 5Q: 3 clusters Score -9334324 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -9334957.000000 Penalty: 5362.035645
	Iteration 6Q: 3 clusters Score -9334957 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -9335661.000000 Penalty: 5362.035645
	Iteration 7Q: 3 clusters Score -9335661 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -9336725.000000 Penalty: 5362.035645
	Iteration 8Q: 3 clusters Score -9336725 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -9338228.000000 Penalty: 5362.035645
	Iteration 9F: 3 clusters Score -9338228 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -9340062.000000 Penalty: 5362.035645
	Iteration 10F: 3 clusters Score -9340062 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -9341898.000000 Penalty: 5362.035645
	Iteration 11F: 3 clusters Score -9341898 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -9343686.000000 Penalty: 5362.035645
	Iteration 12Q: 3 clusters Score -9343686 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -9344871.000000 Penalty: 5362.035645
	Iteration 13Q: 3 clusters Score -9344871 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -9345803.000000 Penalty: 5362.035645
	Iteration 14Q: 3 clusters Score -9345803 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -9346528.000000 Penalty: 5362.035645
	Iteration 15Q: 3 clusters Score -9346528 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -9347026.000000 Penalty: 5362.035645
	Iteration 16Q: 3 clusters Score -9347026 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -9347336.000000 Penalty: 5362.035645
	Iteration 17Q: 3 clusters Score -9347336 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 47246 members 
Entering Unmasked Estep 
Score: -9347533.000000 Penalty: 5362.035645
	Iteration 18Q: 3 clusters Score -9347533 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -9347567.000000 Penalty: 5362.035645
	Iteration 19Q: 3 clusters Score -9347567 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9347552.000000 Penalty: 5362.035645
	Iteration 20F: 3 clusters Score -9347552 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9347534.000000 Penalty: 5362.035645
	Iteration 21Q: 3 clusters Score -9347534 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9347550.000000 Penalty: 5362.035645
	Iteration 22Q: 3 clusters Score -9347550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -9347553.000000 Penalty: 5362.035645
	Iteration 23Q: 3 clusters Score -9347553 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -9347553.000000 Penalty: 5362.035645
	Iteration 24Q: 3 clusters Score -9347553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49284 members 
Entering Unmasked Estep 
Score: -9347588.000000 Penalty: 5362.035645
	Iteration 25Q: 3 clusters Score -9347588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -9347579.000000 Penalty: 5362.035645
	Iteration 26Q: 3 clusters Score -9347579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -9347591.000000 Penalty: 5362.035645
	Iteration 27Q: 3 clusters Score -9347591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -9347599.000000 Penalty: 5362.035645
	Iteration 28Q: 3 clusters Score -9347599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9347611.000000 Penalty: 5362.035645
	Iteration 29Q: 3 clusters Score -9347611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9347600.000000 Penalty: 5362.035645
	Iteration 30Q: 3 clusters Score -9347600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -9347601.000000 Penalty: 5362.035645
	Iteration 31Q: 3 clusters Score -9347601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -9347602.000000 Penalty: 5362.035645
	Iteration 32Q: 3 clusters Score -9347602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9347608.000000 Penalty: 5362.035645
	Iteration 33Q: 3 clusters Score -9347608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -9347606.000000 Penalty: 5362.035645
	Iteration 34Q: 3 clusters Score -9347606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9347606.000000 Penalty: 5362.035645
	Iteration 35Q: 3 clusters Score -9347606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -9347606.000000 Penalty: 5362.035645
	Iteration 36F: 3 clusters Score -9347606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Entering Unmasked Estep 
Score: -8350393.500000 Penalty: 2657.379395
	Iteration 0F: 2 clusters Score -8350394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8320479.500000 Penalty: 5314.758789
	Iteration 0F: 3 clusters Score -8320480 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -8331805.000000 Penalty: 5314.758789
	Iteration 1F: 3 clusters Score -8331805 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -8332643.500000 Penalty: 5314.758789
	Iteration 2Q: 3 clusters Score -8332644 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8333683.500000 Penalty: 5314.758789
	Iteration 3Q: 3 clusters Score -8333684 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8335151.500000 Penalty: 5314.758789
	Iteration 4F: 3 clusters Score -8335152 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8337102.500000 Penalty: 5314.758789
	Iteration 5F: 3 clusters Score -8337102 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -8338994.500000 Penalty: 5314.758789
	Iteration 6F: 3 clusters Score -8338994 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -8340750.000000 Penalty: 5314.758789
	Iteration 7F: 3 clusters Score -8340750 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -8342196.500000 Penalty: 5314.758789
	Iteration 8Q: 3 clusters Score -8342196 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -8343191.500000 Penalty: 5314.758789
	Iteration 9Q: 3 clusters Score -8343192 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -8343774.500000 Penalty: 5314.758789
	Iteration 10Q: 3 clusters Score -8343774 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8344130.000000 Penalty: 5314.758789
	Iteration 11Q: 3 clusters Score -8344130 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -8344424.500000 Penalty: 5314.758789
	Iteration 12Q: 3 clusters Score -8344424 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -8344687.500000 Penalty: 5314.758789
	Iteration 13Q: 3 clusters Score -8344688 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8344896.000000 Penalty: 5314.758789
	Iteration 14Q: 3 clusters Score -8344896 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -8345177.000000 Penalty: 5314.758789
	Iteration 15Q: 3 clusters Score -8345177 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8345420.000000 Penalty: 5314.758789
	Iteration 16Q: 3 clusters Score -8345420 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -8345637.000000 Penalty: 5314.758789
	Iteration 17Q: 3 clusters Score -8345637 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8345899.000000 Penalty: 5314.758789
	Iteration 18Q: 3 clusters Score -8345899 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -8346107.000000 Penalty: 5314.758789
	Iteration 19Q: 3 clusters Score -8346107 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -8346312.500000 Penalty: 5314.758789
	Iteration 20F: 3 clusters Score -8346312 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8346551.500000 Penalty: 5314.758789
	Iteration 21Q: 3 clusters Score -8346552 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8346771.000000 Penalty: 5314.758789
	Iteration 22Q: 3 clusters Score -8346771 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8347005.000000 Penalty: 5314.758789
	Iteration 23Q: 3 clusters Score -8347005 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -8347164.500000 Penalty: 5314.758789
	Iteration 24Q: 3 clusters Score -8347164 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8347303.000000 Penalty: 5314.758789
	Iteration 25Q: 3 clusters Score -8347303 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8347471.500000 Penalty: 5314.758789
	Iteration 26Q: 3 clusters Score -8347472 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8347608.500000 Penalty: 5314.758789
	Iteration 27Q: 3 clusters Score -8347608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8347700.500000 Penalty: 5314.758789
	Iteration 28Q: 3 clusters Score -8347700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8347771.000000 Penalty: 5314.758789
	Iteration 29Q: 3 clusters Score -8347771 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8347843.500000 Penalty: 5314.758789
	Iteration 30Q: 3 clusters Score -8347844 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8347888.500000 Penalty: 5314.758789
	Iteration 31Q: 3 clusters Score -8347888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8347953.000000 Penalty: 5314.758789
	Iteration 32Q: 3 clusters Score -8347953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8347978.000000 Penalty: 5314.758789
	Iteration 33Q: 3 clusters Score -8347978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8348013.000000 Penalty: 5314.758789
	Iteration 34Q: 3 clusters Score -8348013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8348031.500000 Penalty: 5314.758789
	Iteration 35Q: 3 clusters Score -8348032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8348046.500000 Penalty: 5314.758789
	Iteration 36Q: 3 clusters Score -8348046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8348056.500000 Penalty: 5314.758789
	Iteration 37Q: 3 clusters Score -8348056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8348072.000000 Penalty: 5314.758789
	Iteration 38Q: 3 clusters Score -8348072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8348079.500000 Penalty: 5314.758789
	Iteration 39Q: 3 clusters Score -8348080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8348085.000000 Penalty: 5314.758789
	Iteration 40F: 3 clusters Score -8348085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8348088.000000 Penalty: 5314.758789
	Iteration 41Q: 3 clusters Score -8348088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8348099.500000 Penalty: 5314.758789
	Iteration 42Q: 3 clusters Score -8348100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8348107.000000 Penalty: 5314.758789
	Iteration 43Q: 3 clusters Score -8348107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8348105.000000 Penalty: 5314.758789
	Iteration 44Q: 3 clusters Score -8348105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8348104.500000 Penalty: 5314.758789
	Iteration 45Q: 3 clusters Score -8348104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8348110.000000 Penalty: 5314.758789
	Iteration 46Q: 3 clusters Score -8348110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8348110.000000 Penalty: 5314.758789
	Iteration 47F: 3 clusters Score -8348110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 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 384 members 
Entering Unmasked Estep 
Score: -110875.500000 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110875.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -111346.398438 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111346.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -111611.625000 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111611.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -111768.179688 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111768.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111871.445312 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111871.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111933.484375 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111933.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112011.921875 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112011.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112137.546875 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112137.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112291.515625 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112291.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -112407.929688 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112522.101562 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112522.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112571.390625 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112571.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -112606.695312 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -112636.460938 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112659.945312 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112669.625000 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112669.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112685.492188 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -112685.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112691.882812 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112691.882812 Penalty: 3305.546875
	Iteration 18F: 3 clusters Score -112691.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 45281 members 
Mstep: Class 3 contains 49541 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 412 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22517 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46344 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57365 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 53109 members 
Mstep: Class 15 contains 45015 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30233 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 48661 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 49867 members 
Mstep: Class 27 contains 5653 members 
Mstep: Class 28 contains 50542 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47905 members 
Mstep: Class 31 contains 372 members 
Entering Unmasked Estep 
Score: -137132640.000000 Penalty: 103966.859375
Splitting cluster 5 changes total score from -137134448.000000 to -137132640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -193946.546875 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -193946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -191954.953125 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -191955 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192306.203125 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -192306.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192443.515625 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -192443.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -192528.984375 Penalty: 3472.165771
	Iteration 3Q: 3 clusters Score -192529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -192607.203125 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -192607.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -192660.390625 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -192660.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192761.703125 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -192761.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -192935.453125 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -192935.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -193196.562500 Penalty: 3472.165771
	Iteration 8F: 3 clusters Score -193196.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -193503.765625 Penalty: 3472.165771
	Iteration 9F: 3 clusters Score -193503.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -193789.421875 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -193789.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -193990.531250 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -193990.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -194128.734375 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -194128.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -194188.062500 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -194188.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194209.609375 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -194209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -194213.109375 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -194213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -194215.484375 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -194215.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194216.343750 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -194216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194216.343750 Penalty: 3472.165771
	Iteration 18F: 3 clusters Score -194216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 45281 members 
Mstep: Class 3 contains 49541 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22517 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46344 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57365 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 53109 members 
Mstep: Class 15 contains 45015 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30233 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 48661 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 49867 members 
Mstep: Class 27 contains 5653 members 
Mstep: Class 28 contains 50542 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47905 members 
Mstep: Class 31 contains 635 members 
Entering Unmasked Estep 
Score: -137132768.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137134448.000000 to -137132768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 376 members 
Entering Unmasked Estep 
Score: -87267.625000 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87267.62 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -87732.062500 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87732.06 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87990.132812 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -87990.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88142.085938 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88142.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -88216.710938 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88216.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88251.359375 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88251.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88292.078125 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88292.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88340.578125 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88340.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88386.695312 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88386.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88411.562500 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88411.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88427.476562 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88427.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88432.421875 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88432.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88433.546875 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88433.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88433.546875 Penalty: 3268.789307
	Iteration 13F: 3 clusters Score -88433.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Entering Unmasked Estep 
Score: -4210456.500000 Penalty: 2485.462402
	Iteration 0F: 2 clusters Score -4210456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -4194777.500000 Penalty: 4970.924805
	Iteration 0F: 3 clusters Score -4194778 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4200247.500000 Penalty: 4970.924805
	Iteration 1F: 3 clusters Score -4200248 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -4200655.500000 Penalty: 4970.924805
	Iteration 2F: 3 clusters Score -4200656 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -4200982.500000 Penalty: 4970.924805
	Iteration 3Q: 3 clusters Score -4200982 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -4201272.500000 Penalty: 4970.924805
	Iteration 4Q: 3 clusters Score -4201272 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -4201585.500000 Penalty: 4970.924805
	Iteration 5Q: 3 clusters Score -4201586 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4202002.000000 Penalty: 4970.924805
	Iteration 6Q: 3 clusters Score -4202002 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -4202603.000000 Penalty: 4970.924805
	Iteration 7Q: 3 clusters Score -4202603 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -4203399.500000 Penalty: 4970.924805
	Iteration 8F: 3 clusters Score -4203400 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4204436.000000 Penalty: 4970.924805
	Iteration 9F: 3 clusters Score -4204436 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -4205597.000000 Penalty: 4970.924805
	Iteration 10F: 3 clusters Score -4205597 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -4206690.500000 Penalty: 4970.924805
	Iteration 11F: 3 clusters Score -4206690 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4207473.000000 Penalty: 4970.924805
	Iteration 12Q: 3 clusters Score -4207473 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4207904.500000 Penalty: 4970.924805
	Iteration 13Q: 3 clusters Score -4207904 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4208107.000000 Penalty: 4970.924805
	Iteration 14Q: 3 clusters Score -4208107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -4208203.500000 Penalty: 4970.924805
	Iteration 15Q: 3 clusters Score -4208204 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -4208270.000000 Penalty: 4970.924805
	Iteration 16Q: 3 clusters Score -4208270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -4208299.500000 Penalty: 4970.924805
	Iteration 17Q: 3 clusters Score -4208300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4208322.000000 Penalty: 4970.924805
	Iteration 18Q: 3 clusters Score -4208322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -4208337.000000 Penalty: 4970.924805
	Iteration 19Q: 3 clusters Score -4208337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4208346.500000 Penalty: 4970.924805
	Iteration 20F: 3 clusters Score -4208346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -4208354.500000 Penalty: 4970.924805
	Iteration 21Q: 3 clusters Score -4208354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -4208357.500000 Penalty: 4970.924805
	Iteration 22Q: 3 clusters Score -4208358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4208356.500000 Penalty: 4970.924805
	Iteration 23Q: 3 clusters Score -4208356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4208366.000000 Penalty: 4970.924805
	Iteration 24Q: 3 clusters Score -4208366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4208367.000000 Penalty: 4970.924805
	Iteration 25Q: 3 clusters Score -4208367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4208369.500000 Penalty: 4970.924805
	Iteration 26Q: 3 clusters Score -4208370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4208370.000000 Penalty: 4970.924805
	Iteration 27Q: 3 clusters Score -4208370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4208373.500000 Penalty: 4970.924805
	Iteration 28Q: 3 clusters Score -4208374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4208377.000000 Penalty: 4970.924805
	Iteration 29Q: 3 clusters Score -4208377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4208377.000000 Penalty: 4970.924805
	Iteration 30F: 3 clusters Score -4208377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -164562.812500 Penalty: 1720.453857
	Iteration 0F: 2 clusters Score -164562.8 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 523 members 
Entering Unmasked Estep 
Score: -162616.968750 Penalty: 3440.907715
	Iteration 0F: 3 clusters Score -162617 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -163016.921875 Penalty: 3440.907715
	Iteration 1F: 3 clusters Score -163016.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -163200.000000 Penalty: 3440.907715
	Iteration 2F: 3 clusters Score -163200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -163364.328125 Penalty: 3440.907715
	Iteration 3F: 3 clusters Score -163364.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163529.375000 Penalty: 3440.907715
	Iteration 4F: 3 clusters Score -163529.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -163650.968750 Penalty: 3440.907715
	Iteration 5Q: 3 clusters Score -163651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163755.328125 Penalty: 3440.907715
	Iteration 6Q: 3 clusters Score -163755.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -163848.562500 Penalty: 3440.907715
	Iteration 7Q: 3 clusters Score -163848.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163957.046875 Penalty: 3440.907715
	Iteration 8Q: 3 clusters Score -163957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -164031.359375 Penalty: 3440.907715
	Iteration 9Q: 3 clusters Score -164031.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -164107.781250 Penalty: 3440.907715
	Iteration 10Q: 3 clusters Score -164107.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -164135.656250 Penalty: 3440.907715
	Iteration 11Q: 3 clusters Score -164135.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -164142.390625 Penalty: 3440.907715
	Iteration 12Q: 3 clusters Score -164142.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -164149.640625 Penalty: 3440.907715
	Iteration 13Q: 3 clusters Score -164149.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164153.109375 Penalty: 3440.907715
	Iteration 14Q: 3 clusters Score -164153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164158.484375 Penalty: 3440.907715
	Iteration 15Q: 3 clusters Score -164158.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -164158.484375 Penalty: 3440.907715
	Iteration 16F: 3 clusters Score -164158.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Entering Unmasked Estep 
Score: -8663487.000000 Penalty: 2664.474121
	Iteration 0F: 2 clusters Score -8663487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8633084.000000 Penalty: 5328.948242
	Iteration 0F: 3 clusters Score -8633084 nChanged 21306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -8644870.000000 Penalty: 5328.948242
	Iteration 1F: 3 clusters Score -8644870 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -8645596.000000 Penalty: 5328.948242
	Iteration 2Q: 3 clusters Score -8645596 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8646415.000000 Penalty: 5328.948242
	Iteration 3Q: 3 clusters Score -8646415 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -8647491.000000 Penalty: 5328.948242
	Iteration 4Q: 3 clusters Score -8647491 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -8648685.000000 Penalty: 5328.948242
	Iteration 5Q: 3 clusters Score -8648685 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -8650149.000000 Penalty: 5328.948242
	Iteration 6Q: 3 clusters Score -8650149 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -8651864.000000 Penalty: 5328.948242
	Iteration 7F: 3 clusters Score -8651864 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -8653701.000000 Penalty: 5328.948242
	Iteration 8F: 3 clusters Score -8653701 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -8655143.000000 Penalty: 5328.948242
	Iteration 9F: 3 clusters Score -8655143 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -8656211.000000 Penalty: 5328.948242
	Iteration 10Q: 3 clusters Score -8656211 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -8656825.000000 Penalty: 5328.948242
	Iteration 11Q: 3 clusters Score -8656825 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -8657133.000000 Penalty: 5328.948242
	Iteration 12Q: 3 clusters Score -8657133 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -8657256.000000 Penalty: 5328.948242
	Iteration 13Q: 3 clusters Score -8657256 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8657354.000000 Penalty: 5328.948242
	Iteration 14Q: 3 clusters Score -8657354 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -8657425.000000 Penalty: 5328.948242
	Iteration 15Q: 3 clusters Score -8657425 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -8657499.000000 Penalty: 5328.948242
	Iteration 16Q: 3 clusters Score -8657499 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -8657534.000000 Penalty: 5328.948242
	Iteration 17Q: 3 clusters Score -8657534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -8657614.000000 Penalty: 5328.948242
	Iteration 18Q: 3 clusters Score -8657614 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -8657650.000000 Penalty: 5328.948242
	Iteration 19Q: 3 clusters Score -8657650 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -8657667.000000 Penalty: 5328.948242
	Iteration 20F: 3 clusters Score -8657667 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -8657682.000000 Penalty: 5328.948242
	Iteration 21Q: 3 clusters Score -8657682 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -8657716.000000 Penalty: 5328.948242
	Iteration 22Q: 3 clusters Score -8657716 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -8657735.000000 Penalty: 5328.948242
	Iteration 23Q: 3 clusters Score -8657735 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -8657761.000000 Penalty: 5328.948242
	Iteration 24Q: 3 clusters Score -8657761 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -8657780.000000 Penalty: 5328.948242
	Iteration 25Q: 3 clusters Score -8657780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -8657801.000000 Penalty: 5328.948242
	Iteration 26Q: 3 clusters Score -8657801 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -8657855.000000 Penalty: 5328.948242
	Iteration 27Q: 3 clusters Score -8657855 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -8657881.000000 Penalty: 5328.948242
	Iteration 28Q: 3 clusters Score -8657881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8657916.000000 Penalty: 5328.948242
	Iteration 29Q: 3 clusters Score -8657916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -8657962.000000 Penalty: 5328.948242
	Iteration 30Q: 3 clusters Score -8657962 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8658020.000000 Penalty: 5328.948242
	Iteration 31Q: 3 clusters Score -8658020 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -8658060.000000 Penalty: 5328.948242
	Iteration 32Q: 3 clusters Score -8658060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -8658106.000000 Penalty: 5328.948242
	Iteration 33Q: 3 clusters Score -8658106 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -8658105.000000 Penalty: 5328.948242
	Iteration 34Q: 3 clusters Score -8658105 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -8658157.000000 Penalty: 5328.948242
	Iteration 35Q: 3 clusters Score -8658157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -8658204.000000 Penalty: 5328.948242
	Iteration 36Q: 3 clusters Score -8658204 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -8658225.000000 Penalty: 5328.948242
	Iteration 37Q: 3 clusters Score -8658225 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -8658237.000000 Penalty: 5328.948242
	Iteration 38Q: 3 clusters Score -8658237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -8658249.000000 Penalty: 5328.948242
	Iteration 39Q: 3 clusters Score -8658249 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -8658224.000000 Penalty: 5328.948242
	Iteration 40F: 3 clusters Score -8658224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -8658251.000000 Penalty: 5328.948242
	Iteration 41Q: 3 clusters Score -8658251 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -8658268.000000 Penalty: 5328.948242
	Iteration 42Q: 3 clusters Score -8658268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -8658271.000000 Penalty: 5328.948242
	Iteration 43Q: 3 clusters Score -8658271 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -8658300.000000 Penalty: 5328.948242
	Iteration 44Q: 3 clusters Score -8658300 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -8658330.000000 Penalty: 5328.948242
	Iteration 45Q: 3 clusters Score -8658330 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -8658335.000000 Penalty: 5328.948242
	Iteration 46Q: 3 clusters Score -8658335 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -8658363.000000 Penalty: 5328.948242
	Iteration 47Q: 3 clusters Score -8658363 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -8658362.000000 Penalty: 5328.948242
	Iteration 48Q: 3 clusters Score -8658362 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -8658372.000000 Penalty: 5328.948242
	Iteration 49Q: 3 clusters Score -8658372 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -8658384.000000 Penalty: 5328.948242
	Iteration 50Q: 3 clusters Score -8658384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -8658388.000000 Penalty: 5328.948242
	Iteration 51Q: 3 clusters Score -8658388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -8658384.000000 Penalty: 5328.948242
	Iteration 52Q: 3 clusters Score -8658384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -8658404.000000 Penalty: 5328.948242
	Iteration 53Q: 3 clusters Score -8658404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -8658407.000000 Penalty: 5328.948242
	Iteration 54Q: 3 clusters Score -8658407 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -8658396.000000 Penalty: 5328.948242
	Iteration 55Q: 3 clusters Score -8658396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8658383.000000 Penalty: 5328.948242
	Iteration 56Q: 3 clusters Score -8658383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -8658375.000000 Penalty: 5328.948242
	Iteration 57Q: 3 clusters Score -8658375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -8658367.000000 Penalty: 5328.948242
	Iteration 58Q: 3 clusters Score -8658367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -8658387.000000 Penalty: 5328.948242
	Iteration 59Q: 3 clusters Score -8658387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -8658394.000000 Penalty: 5328.948242
	Iteration 60F: 3 clusters Score -8658394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -8658392.000000 Penalty: 5328.948242
	Iteration 61Q: 3 clusters Score -8658392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -8658384.000000 Penalty: 5328.948242
	Iteration 62Q: 3 clusters Score -8658384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -8658394.000000 Penalty: 5328.948242
	Iteration 63Q: 3 clusters Score -8658394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -8658395.000000 Penalty: 5328.948242
	Iteration 64Q: 3 clusters Score -8658395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -8658397.000000 Penalty: 5328.948242
	Iteration 65Q: 3 clusters Score -8658397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -8658396.000000 Penalty: 5328.948242
	Iteration 66Q: 3 clusters Score -8658396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8658395.000000 Penalty: 5328.948242
	Iteration 67Q: 3 clusters Score -8658395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -8658405.000000 Penalty: 5328.948242
	Iteration 68Q: 3 clusters Score -8658405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -8658403.000000 Penalty: 5328.948242
	Iteration 69Q: 3 clusters Score -8658403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -8658401.000000 Penalty: 5328.948242
	Iteration 70Q: 3 clusters Score -8658401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -8658401.000000 Penalty: 5328.948242
	Iteration 71Q: 3 clusters Score -8658401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -8658401.000000 Penalty: 5328.948242
	Iteration 72F: 3 clusters Score -8658401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Entering Unmasked Estep 
Score: -200938.828125 Penalty: 1753.328857
	Iteration 0F: 2 clusters Score -200938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -198837.015625 Penalty: 3506.657715
	Iteration 0F: 3 clusters Score -198837 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -199140.265625 Penalty: 3506.657715
	Iteration 1F: 3 clusters Score -199140.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -199242.546875 Penalty: 3506.657715
	Iteration 2F: 3 clusters Score -199242.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -199297.312500 Penalty: 3506.657715
	Iteration 3Q: 3 clusters Score -199297.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199335.859375 Penalty: 3506.657715
	Iteration 4Q: 3 clusters Score -199335.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199360.515625 Penalty: 3506.657715
	Iteration 5Q: 3 clusters Score -199360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -199376.171875 Penalty: 3506.657715
	Iteration 6Q: 3 clusters Score -199376.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -199386.140625 Penalty: 3506.657715
	Iteration 7Q: 3 clusters Score -199386.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -199395.187500 Penalty: 3506.657715
	Iteration 8Q: 3 clusters Score -199395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199403.250000 Penalty: 3506.657715
	Iteration 9Q: 3 clusters Score -199403.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199411.046875 Penalty: 3506.657715
	Iteration 10Q: 3 clusters Score -199411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -199427.031250 Penalty: 3506.657715
	Iteration 11Q: 3 clusters Score -199427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -199443.500000 Penalty: 3506.657715
	Iteration 12Q: 3 clusters Score -199443.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -199458.671875 Penalty: 3506.657715
	Iteration 13Q: 3 clusters Score -199458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199466.343750 Penalty: 3506.657715
	Iteration 14Q: 3 clusters Score -199466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -199472.609375 Penalty: 3506.657715
	Iteration 15Q: 3 clusters Score -199472.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199479.046875 Penalty: 3506.657715
	Iteration 16Q: 3 clusters Score -199479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199485.375000 Penalty: 3506.657715
	Iteration 17Q: 3 clusters Score -199485.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199488.328125 Penalty: 3506.657715
	Iteration 18Q: 3 clusters Score -199488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199490.406250 Penalty: 3506.657715
	Iteration 19Q: 3 clusters Score -199490.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -199492.546875 Penalty: 3506.657715
	Iteration 20F: 3 clusters Score -199492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -199497.843750 Penalty: 3506.657715
	Iteration 21Q: 3 clusters Score -199497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -199507.031250 Penalty: 3506.657715
	Iteration 22Q: 3 clusters Score -199507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -199508.906250 Penalty: 3506.657715
	Iteration 23Q: 3 clusters Score -199508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -199510.640625 Penalty: 3506.657715
	Iteration 24Q: 3 clusters Score -199510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -199514.421875 Penalty: 3506.657715
	Iteration 25Q: 3 clusters Score -199514.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -199515.343750 Penalty: 3506.657715
	Iteration 26Q: 3 clusters Score -199515.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -199516.281250 Penalty: 3506.657715
	Iteration 27Q: 3 clusters Score -199516.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199516.656250 Penalty: 3506.657715
	Iteration 28Q: 3 clusters Score -199516.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -199516.656250 Penalty: 3506.657715
	Iteration 29F: 3 clusters Score -199516.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Entering Unmasked Estep 
Score: -10761988.000000 Penalty: 2717.383057
	Iteration 0F: 2 clusters Score -1.076199e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -10731072.000000 Penalty: 5434.766113
	Iteration 0F: 3 clusters Score -1.073107e+07 nChanged 26483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -10745647.000000 Penalty: 5434.766113
	Iteration 1F: 3 clusters Score -1.074565e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -10746239.000000 Penalty: 5434.766113
	Iteration 2Q: 3 clusters Score -1.074624e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -10746643.000000 Penalty: 5434.766113
	Iteration 3Q: 3 clusters Score -1.074664e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -10747075.000000 Penalty: 5434.766113
	Iteration 4Q: 3 clusters Score -1.074708e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -10747498.000000 Penalty: 5434.766113
	Iteration 5Q: 3 clusters Score -1.07475e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -10747909.000000 Penalty: 5434.766113
	Iteration 6Q: 3 clusters Score -1.074791e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -10748487.000000 Penalty: 5434.766113
	Iteration 7Q: 3 clusters Score -1.074849e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -10749342.000000 Penalty: 5434.766113
	Iteration 8Q: 3 clusters Score -1.074934e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -10750555.000000 Penalty: 5434.766113
	Iteration 9Q: 3 clusters Score -1.075056e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -10752411.000000 Penalty: 5434.766113
	Iteration 10Q: 3 clusters Score -1.075241e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -10754617.000000 Penalty: 5434.766113
	Iteration 11F: 3 clusters Score -1.075462e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -10756232.000000 Penalty: 5434.766113
	Iteration 12F: 3 clusters Score -1.075623e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -10757125.000000 Penalty: 5434.766113
	Iteration 13Q: 3 clusters Score -1.075712e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -10757429.000000 Penalty: 5434.766113
	Iteration 14Q: 3 clusters Score -1.075743e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -10757587.000000 Penalty: 5434.766113
	Iteration 15Q: 3 clusters Score -1.075759e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -10757670.000000 Penalty: 5434.766113
	Iteration 16Q: 3 clusters Score -1.075767e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -10757829.000000 Penalty: 5434.766113
	Iteration 17Q: 3 clusters Score -1.075783e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -10757998.000000 Penalty: 5434.766113
	Iteration 18Q: 3 clusters Score -1.0758e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -10758140.000000 Penalty: 5434.766113
	Iteration 19Q: 3 clusters Score -1.075814e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -10758271.000000 Penalty: 5434.766113
	Iteration 20F: 3 clusters Score -1.075827e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -10758392.000000 Penalty: 5434.766113
	Iteration 21Q: 3 clusters Score -1.075839e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -10758363.000000 Penalty: 5434.766113
	Iteration 22Q: 3 clusters Score -1.075836e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -10758363.000000 Penalty: 5434.766113
	Iteration 23Q: 3 clusters Score -1.075836e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -10758396.000000 Penalty: 5434.766113
	Iteration 24Q: 3 clusters Score -1.07584e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -10758386.000000 Penalty: 5434.766113
	Iteration 25Q: 3 clusters Score -1.075839e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -10758330.000000 Penalty: 5434.766113
	Iteration 26Q: 3 clusters Score -1.075833e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -10758318.000000 Penalty: 5434.766113
	Iteration 27Q: 3 clusters Score -1.075832e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -10758291.000000 Penalty: 5434.766113
	Iteration 28Q: 3 clusters Score -1.075829e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -10758312.000000 Penalty: 5434.766113
	Iteration 29Q: 3 clusters Score -1.075831e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -10758297.000000 Penalty: 5434.766113
	Iteration 30Q: 3 clusters Score -1.07583e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -10758324.000000 Penalty: 5434.766113
	Iteration 31Q: 3 clusters Score -1.075832e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -10758274.000000 Penalty: 5434.766113
	Iteration 32Q: 3 clusters Score -1.075827e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -10758281.000000 Penalty: 5434.766113
	Iteration 33Q: 3 clusters Score -1.075828e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -10758257.000000 Penalty: 5434.766113
	Iteration 34Q: 3 clusters Score -1.075826e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -10758231.000000 Penalty: 5434.766113
	Iteration 35Q: 3 clusters Score -1.075823e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46838 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -10758196.000000 Penalty: 5434.766113
	Iteration 36Q: 3 clusters Score -1.07582e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -10758188.000000 Penalty: 5434.766113
	Iteration 37Q: 3 clusters Score -1.075819e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -10758298.000000 Penalty: 5434.766113
	Iteration 38Q: 3 clusters Score -1.07583e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -10758384.000000 Penalty: 5434.766113
	Iteration 39Q: 3 clusters Score -1.075838e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -10758427.000000 Penalty: 5434.766113
	Iteration 40F: 3 clusters Score -1.075843e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -10758425.000000 Penalty: 5434.766113
	Iteration 41Q: 3 clusters Score -1.075842e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -10758455.000000 Penalty: 5434.766113
	Iteration 42Q: 3 clusters Score -1.075846e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -10758610.000000 Penalty: 5434.766113
	Iteration 43Q: 3 clusters Score -1.075861e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -10758759.000000 Penalty: 5434.766113
	Iteration 44Q: 3 clusters Score -1.075876e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -10758858.000000 Penalty: 5434.766113
	Iteration 45Q: 3 clusters Score -1.075886e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -10758986.000000 Penalty: 5434.766113
	Iteration 46Q: 3 clusters Score -1.075899e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -10759135.000000 Penalty: 5434.766113
	Iteration 47Q: 3 clusters Score -1.075914e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -10759206.000000 Penalty: 5434.766113
	Iteration 48Q: 3 clusters Score -1.075921e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -10759258.000000 Penalty: 5434.766113
	Iteration 49Q: 3 clusters Score -1.075926e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -10759317.000000 Penalty: 5434.766113
	Iteration 50Q: 3 clusters Score -1.075932e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -10759362.000000 Penalty: 5434.766113
	Iteration 51Q: 3 clusters Score -1.075936e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -10759411.000000 Penalty: 5434.766113
	Iteration 52Q: 3 clusters Score -1.075941e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -10759500.000000 Penalty: 5434.766113
	Iteration 53Q: 3 clusters Score -1.07595e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -10759564.000000 Penalty: 5434.766113
	Iteration 54Q: 3 clusters Score -1.075956e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -10759647.000000 Penalty: 5434.766113
	Iteration 55Q: 3 clusters Score -1.075965e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -10759674.000000 Penalty: 5434.766113
	Iteration 56Q: 3 clusters Score -1.075967e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -10759655.000000 Penalty: 5434.766113
	Iteration 57Q: 3 clusters Score -1.075966e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -10759697.000000 Penalty: 5434.766113
	Iteration 58Q: 3 clusters Score -1.07597e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -10759768.000000 Penalty: 5434.766113
	Iteration 59Q: 3 clusters Score -1.075977e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -10759806.000000 Penalty: 5434.766113
	Iteration 60F: 3 clusters Score -1.075981e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -10759849.000000 Penalty: 5434.766113
	Iteration 61Q: 3 clusters Score -1.075985e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -10759896.000000 Penalty: 5434.766113
	Iteration 62Q: 3 clusters Score -1.07599e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -10759901.000000 Penalty: 5434.766113
	Iteration 63Q: 3 clusters Score -1.07599e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -10759913.000000 Penalty: 5434.766113
	Iteration 64Q: 3 clusters Score -1.075991e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -10759947.000000 Penalty: 5434.766113
	Iteration 65Q: 3 clusters Score -1.075995e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -10759963.000000 Penalty: 5434.766113
	Iteration 66Q: 3 clusters Score -1.075996e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -10759972.000000 Penalty: 5434.766113
	Iteration 67Q: 3 clusters Score -1.075997e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50041 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -10759990.000000 Penalty: 5434.766113
	Iteration 68Q: 3 clusters Score -1.075999e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -10759998.000000 Penalty: 5434.766113
	Iteration 69Q: 3 clusters Score -1.076e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -10760011.000000 Penalty: 5434.766113
	Iteration 70Q: 3 clusters Score -1.076001e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -10760066.000000 Penalty: 5434.766113
	Iteration 71Q: 3 clusters Score -1.076007e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -10760060.000000 Penalty: 5434.766113
	Iteration 72Q: 3 clusters Score -1.076006e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -10760070.000000 Penalty: 5434.766113
	Iteration 73Q: 3 clusters Score -1.076007e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -10760058.000000 Penalty: 5434.766113
	Iteration 74Q: 3 clusters Score -1.076006e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -10760030.000000 Penalty: 5434.766113
	Iteration 75Q: 3 clusters Score -1.076003e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -10760038.000000 Penalty: 5434.766113
	Iteration 76Q: 3 clusters Score -1.076004e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -10760026.000000 Penalty: 5434.766113
	Iteration 77Q: 3 clusters Score -1.076003e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -10760033.000000 Penalty: 5434.766113
	Iteration 78Q: 3 clusters Score -1.076003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50871 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -10760023.000000 Penalty: 5434.766113
	Iteration 79Q: 3 clusters Score -1.076002e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -10760036.000000 Penalty: 5434.766113
	Iteration 80F: 3 clusters Score -1.076004e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -10760042.000000 Penalty: 5434.766113
	Iteration 81Q: 3 clusters Score -1.076004e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -10760060.000000 Penalty: 5434.766113
	Iteration 82Q: 3 clusters Score -1.076006e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -10760106.000000 Penalty: 5434.766113
	Iteration 83Q: 3 clusters Score -1.076011e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -10760131.000000 Penalty: 5434.766113
	Iteration 84Q: 3 clusters Score -1.076013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -10760154.000000 Penalty: 5434.766113
	Iteration 85Q: 3 clusters Score -1.076015e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -10760101.000000 Penalty: 5434.766113
	Iteration 86Q: 3 clusters Score -1.07601e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -10760081.000000 Penalty: 5434.766113
	Iteration 87Q: 3 clusters Score -1.076008e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -10760051.000000 Penalty: 5434.766113
	Iteration 88Q: 3 clusters Score -1.076005e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -10760014.000000 Penalty: 5434.766113
	Iteration 89Q: 3 clusters Score -1.076001e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -10759955.000000 Penalty: 5434.766113
	Iteration 90Q: 3 clusters Score -1.075996e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -10759912.000000 Penalty: 5434.766113
	Iteration 91Q: 3 clusters Score -1.075991e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -10759903.000000 Penalty: 5434.766113
	Iteration 92Q: 3 clusters Score -1.07599e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -10759857.000000 Penalty: 5434.766113
	Iteration 93Q: 3 clusters Score -1.075986e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -10759864.000000 Penalty: 5434.766113
	Iteration 94Q: 3 clusters Score -1.075986e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -10759846.000000 Penalty: 5434.766113
	Iteration 95Q: 3 clusters Score -1.075985e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -10759827.000000 Penalty: 5434.766113
	Iteration 96Q: 3 clusters Score -1.075983e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -10759806.000000 Penalty: 5434.766113
	Iteration 97Q: 3 clusters Score -1.075981e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -10759812.000000 Penalty: 5434.766113
	Iteration 98Q: 3 clusters Score -1.075981e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -10759759.000000 Penalty: 5434.766113
	Iteration 99Q: 3 clusters Score -1.075976e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -10759717.000000 Penalty: 5434.766113
	Iteration 100F: 3 clusters Score -1.075972e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -10759673.000000 Penalty: 5434.766113
	Iteration 101Q: 3 clusters Score -1.075967e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -10759681.000000 Penalty: 5434.766113
	Iteration 102Q: 3 clusters Score -1.075968e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -10759671.000000 Penalty: 5434.766113
	Iteration 103Q: 3 clusters Score -1.075967e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52924 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -10759665.000000 Penalty: 5434.766113
	Iteration 104Q: 3 clusters Score -1.075966e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -10759675.000000 Penalty: 5434.766113
	Iteration 105Q: 3 clusters Score -1.075968e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -10759679.000000 Penalty: 5434.766113
	Iteration 106Q: 3 clusters Score -1.075968e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -10759698.000000 Penalty: 5434.766113
	Iteration 107Q: 3 clusters Score -1.07597e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -10759678.000000 Penalty: 5434.766113
	Iteration 108Q: 3 clusters Score -1.075968e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -10759702.000000 Penalty: 5434.766113
	Iteration 109Q: 3 clusters Score -1.07597e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -10759677.000000 Penalty: 5434.766113
	Iteration 110Q: 3 clusters Score -1.075968e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -10759670.000000 Penalty: 5434.766113
	Iteration 111Q: 3 clusters Score -1.075967e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -10759672.000000 Penalty: 5434.766113
	Iteration 112Q: 3 clusters Score -1.075967e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -10759666.000000 Penalty: 5434.766113
	Iteration 113Q: 3 clusters Score -1.075967e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -10759684.000000 Penalty: 5434.766113
	Iteration 114Q: 3 clusters Score -1.075968e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -10759673.000000 Penalty: 5434.766113
	Iteration 115Q: 3 clusters Score -1.075967e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -10759671.000000 Penalty: 5434.766113
	Iteration 116Q: 3 clusters Score -1.075967e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -10759661.000000 Penalty: 5434.766113
	Iteration 117Q: 3 clusters Score -1.075966e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10759665.000000 Penalty: 5434.766113
	Iteration 118Q: 3 clusters Score -1.075966e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -10759668.000000 Penalty: 5434.766113
	Iteration 119Q: 3 clusters Score -1.075967e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -10759673.000000 Penalty: 5434.766113
	Iteration 120F: 3 clusters Score -1.075967e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54155 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -10759694.000000 Penalty: 5434.766113
	Iteration 121Q: 3 clusters Score -1.075969e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54222 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -10759703.000000 Penalty: 5434.766113
	Iteration 122Q: 3 clusters Score -1.07597e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -10759724.000000 Penalty: 5434.766113
	Iteration 123Q: 3 clusters Score -1.075972e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10759721.000000 Penalty: 5434.766113
	Iteration 124Q: 3 clusters Score -1.075972e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -10759728.000000 Penalty: 5434.766113
	Iteration 125Q: 3 clusters Score -1.075973e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -10759718.000000 Penalty: 5434.766113
	Iteration 126Q: 3 clusters Score -1.075972e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10759708.000000 Penalty: 5434.766113
	Iteration 127Q: 3 clusters Score -1.075971e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -10759714.000000 Penalty: 5434.766113
	Iteration 128Q: 3 clusters Score -1.075971e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54506 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -10759732.000000 Penalty: 5434.766113
	Iteration 129Q: 3 clusters Score -1.075973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -10759742.000000 Penalty: 5434.766113
	Iteration 130Q: 3 clusters Score -1.075974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -10759746.000000 Penalty: 5434.766113
	Iteration 131Q: 3 clusters Score -1.075975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -10759741.000000 Penalty: 5434.766113
	Iteration 132Q: 3 clusters Score -1.075974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -10759756.000000 Penalty: 5434.766113
	Iteration 133Q: 3 clusters Score -1.075976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54665 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -10759753.000000 Penalty: 5434.766113
	Iteration 134Q: 3 clusters Score -1.075975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54697 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -10759775.000000 Penalty: 5434.766113
	Iteration 135Q: 3 clusters Score -1.075978e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10759816.000000 Penalty: 5434.766113
	Iteration 136Q: 3 clusters Score -1.075982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -10759833.000000 Penalty: 5434.766113
	Iteration 137Q: 3 clusters Score -1.075983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -10759834.000000 Penalty: 5434.766113
	Iteration 138Q: 3 clusters Score -1.075983e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -10759855.000000 Penalty: 5434.766113
	Iteration 139Q: 3 clusters Score -1.075986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10759858.000000 Penalty: 5434.766113
	Iteration 140F: 3 clusters Score -1.075986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -10759862.000000 Penalty: 5434.766113
	Iteration 141Q: 3 clusters Score -1.075986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10759864.000000 Penalty: 5434.766113
	Iteration 142Q: 3 clusters Score -1.075986e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -10759880.000000 Penalty: 5434.766113
	Iteration 143Q: 3 clusters Score -1.075988e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -10759890.000000 Penalty: 5434.766113
	Iteration 144Q: 3 clusters Score -1.075989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -10759874.000000 Penalty: 5434.766113
	Iteration 145Q: 3 clusters Score -1.075987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -10759873.000000 Penalty: 5434.766113
	Iteration 146Q: 3 clusters Score -1.075987e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -10759857.000000 Penalty: 5434.766113
	Iteration 147Q: 3 clusters Score -1.075986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55103 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10759848.000000 Penalty: 5434.766113
	Iteration 148Q: 3 clusters Score -1.075985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55136 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10759848.000000 Penalty: 5434.766113
	Iteration 149Q: 3 clusters Score -1.075985e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10759866.000000 Penalty: 5434.766113
	Iteration 150Q: 3 clusters Score -1.075987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10759868.000000 Penalty: 5434.766113
	Iteration 151Q: 3 clusters Score -1.075987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -10759869.000000 Penalty: 5434.766113
	Iteration 152Q: 3 clusters Score -1.075987e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10759855.000000 Penalty: 5434.766113
	Iteration 153Q: 3 clusters Score -1.075986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55266 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10759881.000000 Penalty: 5434.766113
	Iteration 154Q: 3 clusters Score -1.075988e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -10759888.000000 Penalty: 5434.766113
	Iteration 155Q: 3 clusters Score -1.075989e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -10759903.000000 Penalty: 5434.766113
	Iteration 156Q: 3 clusters Score -1.07599e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10759915.000000 Penalty: 5434.766113
	Iteration 157Q: 3 clusters Score -1.075992e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10759926.000000 Penalty: 5434.766113
	Iteration 158Q: 3 clusters Score -1.075993e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10759908.000000 Penalty: 5434.766113
	Iteration 159Q: 3 clusters Score -1.075991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55422 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -10759897.000000 Penalty: 5434.766113
	Iteration 160F: 3 clusters Score -1.07599e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55436 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -10759901.000000 Penalty: 5434.766113
	Iteration 161Q: 3 clusters Score -1.07599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10759906.000000 Penalty: 5434.766113
	Iteration 162Q: 3 clusters Score -1.075991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -10759901.000000 Penalty: 5434.766113
	Iteration 163Q: 3 clusters Score -1.07599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55461 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -10759894.000000 Penalty: 5434.766113
	Iteration 164Q: 3 clusters Score -1.075989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10759892.000000 Penalty: 5434.766113
	Iteration 165Q: 3 clusters Score -1.075989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -10759885.000000 Penalty: 5434.766113
	Iteration 166Q: 3 clusters Score -1.075988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10759887.000000 Penalty: 5434.766113
	Iteration 167Q: 3 clusters Score -1.075989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55484 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10759877.000000 Penalty: 5434.766113
	Iteration 168Q: 3 clusters Score -1.075988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55492 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -10759879.000000 Penalty: 5434.766113
	Iteration 169Q: 3 clusters Score -1.075988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -10759883.000000 Penalty: 5434.766113
	Iteration 170Q: 3 clusters Score -1.075988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -10759888.000000 Penalty: 5434.766113
	Iteration 171Q: 3 clusters Score -1.075989e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10759878.000000 Penalty: 5434.766113
	Iteration 172Q: 3 clusters Score -1.075988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10759894.000000 Penalty: 5434.766113
	Iteration 173Q: 3 clusters Score -1.075989e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -10759903.000000 Penalty: 5434.766113
	Iteration 174Q: 3 clusters Score -1.07599e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -10759896.000000 Penalty: 5434.766113
	Iteration 175Q: 3 clusters Score -1.07599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -10759891.000000 Penalty: 5434.766113
	Iteration 176Q: 3 clusters Score -1.075989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -10759905.000000 Penalty: 5434.766113
	Iteration 177Q: 3 clusters Score -1.07599e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10759908.000000 Penalty: 5434.766113
	Iteration 178Q: 3 clusters Score -1.075991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5434.766113
	Iteration 179Q: 3 clusters Score -1.075992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55627 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10759924.000000 Penalty: 5434.766113
	Iteration 180F: 3 clusters Score -1.075992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10759918.000000 Penalty: 5434.766113
	Iteration 181Q: 3 clusters Score -1.075992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55646 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10759937.000000 Penalty: 5434.766113
	Iteration 182Q: 3 clusters Score -1.075994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5434.766113
	Iteration 183Q: 3 clusters Score -1.075992e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5434.766113
	Iteration 184Q: 3 clusters Score -1.075992e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -10759915.000000 Penalty: 5434.766113
	Iteration 185Q: 3 clusters Score -1.075992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55673 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -10759924.000000 Penalty: 5434.766113
	Iteration 186Q: 3 clusters Score -1.075992e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5434.766113
	Iteration 187Q: 3 clusters Score -1.075992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -10759924.000000 Penalty: 5434.766113
	Iteration 188Q: 3 clusters Score -1.075992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10759922.000000 Penalty: 5434.766113
	Iteration 189Q: 3 clusters Score -1.075992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55680 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10759916.000000 Penalty: 5434.766113
	Iteration 190Q: 3 clusters Score -1.075992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55681 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -10759908.000000 Penalty: 5434.766113
	Iteration 191Q: 3 clusters Score -1.075991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -10759912.000000 Penalty: 5434.766113
	Iteration 192Q: 3 clusters Score -1.075991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10759910.000000 Penalty: 5434.766113
	Iteration 193Q: 3 clusters Score -1.075991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10759911.000000 Penalty: 5434.766113
	Iteration 194Q: 3 clusters Score -1.075991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10759919.000000 Penalty: 5434.766113
	Iteration 195Q: 3 clusters Score -1.075992e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55694 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -10759913.000000 Penalty: 5434.766113
	Iteration 196Q: 3 clusters Score -1.075991e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10759912.000000 Penalty: 5434.766113
	Iteration 197Q: 3 clusters Score -1.075991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55696 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -10759912.000000 Penalty: 5434.766113
	Iteration 198F: 3 clusters Score -1.075991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Entering Unmasked Estep 
Score: -1263221.000000 Penalty: 2189.974609
	Iteration 0F: 2 clusters Score -1263221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1257549.750000 Penalty: 4379.949219
	Iteration 0F: 3 clusters Score -1257550 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1259004.875000 Penalty: 4379.949219
	Iteration 1F: 3 clusters Score -1259005 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1259217.625000 Penalty: 4379.949219
	Iteration 2F: 3 clusters Score -1259218 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1259376.250000 Penalty: 4379.949219
	Iteration 3Q: 3 clusters Score -1259376 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1259488.625000 Penalty: 4379.949219
	Iteration 4Q: 3 clusters Score -1259489 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1259574.000000 Penalty: 4379.949219
	Iteration 5Q: 3 clusters Score -1259574 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1259627.500000 Penalty: 4379.949219
	Iteration 6Q: 3 clusters Score -1259628 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1259673.375000 Penalty: 4379.949219
	Iteration 7Q: 3 clusters Score -1259673 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1259715.250000 Penalty: 4379.949219
	Iteration 8Q: 3 clusters Score -1259715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1259756.625000 Penalty: 4379.949219
	Iteration 9Q: 3 clusters Score -1259757 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1259796.250000 Penalty: 4379.949219
	Iteration 10Q: 3 clusters Score -1259796 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1259830.375000 Penalty: 4379.949219
	Iteration 11Q: 3 clusters Score -1259830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1259868.625000 Penalty: 4379.949219
	Iteration 12Q: 3 clusters Score -1259869 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1259912.125000 Penalty: 4379.949219
	Iteration 13Q: 3 clusters Score -1259912 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1259962.250000 Penalty: 4379.949219
	Iteration 14Q: 3 clusters Score -1259962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1260026.500000 Penalty: 4379.949219
	Iteration 15Q: 3 clusters Score -1260026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1260090.000000 Penalty: 4379.949219
	Iteration 16Q: 3 clusters Score -1260090 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1260161.625000 Penalty: 4379.949219
	Iteration 17Q: 3 clusters Score -1260162 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1260223.125000 Penalty: 4379.949219
	Iteration 18Q: 3 clusters Score -1260223 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1260294.375000 Penalty: 4379.949219
	Iteration 19Q: 3 clusters Score -1260294 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1260362.250000 Penalty: 4379.949219
	Iteration 20F: 3 clusters Score -1260362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1260445.875000 Penalty: 4379.949219
	Iteration 21Q: 3 clusters Score -1260446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1260535.875000 Penalty: 4379.949219
	Iteration 22Q: 3 clusters Score -1260536 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1260630.500000 Penalty: 4379.949219
	Iteration 23Q: 3 clusters Score -1260630 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1260724.625000 Penalty: 4379.949219
	Iteration 24Q: 3 clusters Score -1260725 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1260804.500000 Penalty: 4379.949219
	Iteration 25Q: 3 clusters Score -1260804 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1260881.375000 Penalty: 4379.949219
	Iteration 26Q: 3 clusters Score -1260881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1260941.500000 Penalty: 4379.949219
	Iteration 27Q: 3 clusters Score -1260942 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1260991.125000 Penalty: 4379.949219
	Iteration 28Q: 3 clusters Score -1260991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1261023.625000 Penalty: 4379.949219
	Iteration 29Q: 3 clusters Score -1261024 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1261056.250000 Penalty: 4379.949219
	Iteration 30Q: 3 clusters Score -1261056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1261078.875000 Penalty: 4379.949219
	Iteration 31Q: 3 clusters Score -1261079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1261097.500000 Penalty: 4379.949219
	Iteration 32Q: 3 clusters Score -1261098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1261119.625000 Penalty: 4379.949219
	Iteration 33Q: 3 clusters Score -1261120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1261143.250000 Penalty: 4379.949219
	Iteration 34Q: 3 clusters Score -1261143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1261167.750000 Penalty: 4379.949219
	Iteration 35Q: 3 clusters Score -1261168 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1261181.250000 Penalty: 4379.949219
	Iteration 36Q: 3 clusters Score -1261181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1261200.375000 Penalty: 4379.949219
	Iteration 37Q: 3 clusters Score -1261200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1261213.000000 Penalty: 4379.949219
	Iteration 38Q: 3 clusters Score -1261213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1261226.250000 Penalty: 4379.949219
	Iteration 39Q: 3 clusters Score -1261226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1261243.375000 Penalty: 4379.949219
	Iteration 40F: 3 clusters Score -1261243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1261265.750000 Penalty: 4379.949219
	Iteration 41Q: 3 clusters Score -1261266 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1261276.750000 Penalty: 4379.949219
	Iteration 42Q: 3 clusters Score -1261277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1261284.625000 Penalty: 4379.949219
	Iteration 43Q: 3 clusters Score -1261285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1261291.375000 Penalty: 4379.949219
	Iteration 44Q: 3 clusters Score -1261291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1261302.500000 Penalty: 4379.949219
	Iteration 45Q: 3 clusters Score -1261302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1261312.000000 Penalty: 4379.949219
	Iteration 46Q: 3 clusters Score -1261312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1261318.750000 Penalty: 4379.949219
	Iteration 47Q: 3 clusters Score -1261319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1261319.000000 Penalty: 4379.949219
	Iteration 48Q: 3 clusters Score -1261319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1261321.250000 Penalty: 4379.949219
	Iteration 49Q: 3 clusters Score -1261321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1261323.000000 Penalty: 4379.949219
	Iteration 50Q: 3 clusters Score -1261323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1261321.625000 Penalty: 4379.949219
	Iteration 51Q: 3 clusters Score -1261322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1261322.500000 Penalty: 4379.949219
	Iteration 52Q: 3 clusters Score -1261322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1261324.250000 Penalty: 4379.949219
	Iteration 53Q: 3 clusters Score -1261324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1261324.250000 Penalty: 4379.949219
	Iteration 54F: 3 clusters Score -1261324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Entering Unmasked Estep 
Score: -9962729.000000 Penalty: 2698.265381
	Iteration 0F: 2 clusters Score -9962729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -9931047.000000 Penalty: 5396.530762
	Iteration 0F: 3 clusters Score -9931047 nChanged 24546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -9944425.000000 Penalty: 5396.530762
	Iteration 1F: 3 clusters Score -9944425 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9944925.000000 Penalty: 5396.530762
	Iteration 2Q: 3 clusters Score -9944925 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -9945600.000000 Penalty: 5396.530762
	Iteration 3Q: 3 clusters Score -9945600 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -9946343.000000 Penalty: 5396.530762
	Iteration 4Q: 3 clusters Score -9946343 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -9947447.000000 Penalty: 5396.530762
	Iteration 5Q: 3 clusters Score -9947447 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -9949185.000000 Penalty: 5396.530762
	Iteration 6F: 3 clusters Score -9949185 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -9951902.000000 Penalty: 5396.530762
	Iteration 7F: 3 clusters Score -9951902 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -9955193.000000 Penalty: 5396.530762
	Iteration 8F: 3 clusters Score -9955193 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9957967.000000 Penalty: 5396.530762
	Iteration 9F: 3 clusters Score -9957967 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50563 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -9959474.000000 Penalty: 5396.530762
	Iteration 10F: 3 clusters Score -9959474 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9959990.000000 Penalty: 5396.530762
	Iteration 11Q: 3 clusters Score -9959990 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9960225.000000 Penalty: 5396.530762
	Iteration 12Q: 3 clusters Score -9960225 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9960314.000000 Penalty: 5396.530762
	Iteration 13Q: 3 clusters Score -9960314 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9960395.000000 Penalty: 5396.530762
	Iteration 14Q: 3 clusters Score -9960395 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52805 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9960440.000000 Penalty: 5396.530762
	Iteration 15Q: 3 clusters Score -9960440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9960481.000000 Penalty: 5396.530762
	Iteration 16Q: 3 clusters Score -9960481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9960500.000000 Penalty: 5396.530762
	Iteration 17Q: 3 clusters Score -9960500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9960515.000000 Penalty: 5396.530762
	Iteration 18Q: 3 clusters Score -9960515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52849 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9960521.000000 Penalty: 5396.530762
	Iteration 19Q: 3 clusters Score -9960521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9960532.000000 Penalty: 5396.530762
	Iteration 20F: 3 clusters Score -9960532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9960527.000000 Penalty: 5396.530762
	Iteration 21Q: 3 clusters Score -9960527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -9960534.000000 Penalty: 5396.530762
	Iteration 22Q: 3 clusters Score -9960534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -9960540.000000 Penalty: 5396.530762
	Iteration 23Q: 3 clusters Score -9960540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9960545.000000 Penalty: 5396.530762
	Iteration 24Q: 3 clusters Score -9960545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9960556.000000 Penalty: 5396.530762
	Iteration 25Q: 3 clusters Score -9960556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52871 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9960565.000000 Penalty: 5396.530762
	Iteration 26Q: 3 clusters Score -9960565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9960566.000000 Penalty: 5396.530762
	Iteration 27Q: 3 clusters Score -9960566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9960576.000000 Penalty: 5396.530762
	Iteration 28Q: 3 clusters Score -9960576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9960581.000000 Penalty: 5396.530762
	Iteration 29Q: 3 clusters Score -9960581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9960581.000000 Penalty: 5396.530762
	Iteration 30F: 3 clusters Score -9960581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Entering Unmasked Estep 
Score: -8375071.000000 Penalty: 2657.258301
	Iteration 0F: 2 clusters Score -8375071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8345417.500000 Penalty: 5314.516602
	Iteration 0F: 3 clusters Score -8345418 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -8356701.500000 Penalty: 5314.516602
	Iteration 1F: 3 clusters Score -8356702 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -8357250.500000 Penalty: 5314.516602
	Iteration 2Q: 3 clusters Score -8357250 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8357684.000000 Penalty: 5314.516602
	Iteration 3Q: 3 clusters Score -8357684 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8358182.000000 Penalty: 5314.516602
	Iteration 4Q: 3 clusters Score -8358182 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8358627.500000 Penalty: 5314.516602
	Iteration 5Q: 3 clusters Score -8358628 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -8359264.000000 Penalty: 5314.516602
	Iteration 6Q: 3 clusters Score -8359264 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8360050.500000 Penalty: 5314.516602
	Iteration 7Q: 3 clusters Score -8360050 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -8360977.000000 Penalty: 5314.516602
	Iteration 8Q: 3 clusters Score -8360977 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -8362108.500000 Penalty: 5314.516602
	Iteration 9Q: 3 clusters Score -8362108 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -8363533.500000 Penalty: 5314.516602
	Iteration 10F: 3 clusters Score -8363534 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -8365106.500000 Penalty: 5314.516602
	Iteration 11F: 3 clusters Score -8365106 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8366856.500000 Penalty: 5314.516602
	Iteration 12Q: 3 clusters Score -8366856 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -8368601.500000 Penalty: 5314.516602
	Iteration 13Q: 3 clusters Score -8368602 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -8369965.500000 Penalty: 5314.516602
	Iteration 14Q: 3 clusters Score -8369966 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -8370755.000000 Penalty: 5314.516602
	Iteration 15Q: 3 clusters Score -8370755 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -8371100.500000 Penalty: 5314.516602
	Iteration 16Q: 3 clusters Score -8371100 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8371307.000000 Penalty: 5314.516602
	Iteration 17Q: 3 clusters Score -8371307 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8371449.500000 Penalty: 5314.516602
	Iteration 18Q: 3 clusters Score -8371450 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -8371514.000000 Penalty: 5314.516602
	Iteration 19Q: 3 clusters Score -8371514 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -8371540.500000 Penalty: 5314.516602
	Iteration 20F: 3 clusters Score -8371540 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -8371556.500000 Penalty: 5314.516602
	Iteration 21Q: 3 clusters Score -8371556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -8371594.000000 Penalty: 5314.516602
	Iteration 22Q: 3 clusters Score -8371594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -8371604.000000 Penalty: 5314.516602
	Iteration 23Q: 3 clusters Score -8371604 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -8371623.500000 Penalty: 5314.516602
	Iteration 24Q: 3 clusters Score -8371624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -8371653.500000 Penalty: 5314.516602
	Iteration 25Q: 3 clusters Score -8371654 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8371670.000000 Penalty: 5314.516602
	Iteration 26Q: 3 clusters Score -8371670 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8371671.500000 Penalty: 5314.516602
	Iteration 27Q: 3 clusters Score -8371672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -8371680.500000 Penalty: 5314.516602
	Iteration 28Q: 3 clusters Score -8371680 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 37111 members 
Entering Unmasked Estep 
Score: -8371692.000000 Penalty: 5314.516602
	Iteration 29Q: 3 clusters Score -8371692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -8371711.500000 Penalty: 5314.516602
	Iteration 30Q: 3 clusters Score -8371712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8371730.500000 Penalty: 5314.516602
	Iteration 31Q: 3 clusters Score -8371730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -8371717.500000 Penalty: 5314.516602
	Iteration 32Q: 3 clusters Score -8371718 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -8371741.000000 Penalty: 5314.516602
	Iteration 33Q: 3 clusters Score -8371741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37556 members 
Entering Unmasked Estep 
Score: -8371749.000000 Penalty: 5314.516602
	Iteration 34Q: 3 clusters Score -8371749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -8371746.000000 Penalty: 5314.516602
	Iteration 35Q: 3 clusters Score -8371746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 37739 members 
Entering Unmasked Estep 
Score: -8371760.500000 Penalty: 5314.516602
	Iteration 36Q: 3 clusters Score -8371760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -8371753.500000 Penalty: 5314.516602
	Iteration 37Q: 3 clusters Score -8371754 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -8371775.500000 Penalty: 5314.516602
	Iteration 38Q: 3 clusters Score -8371776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -8371771.000000 Penalty: 5314.516602
	Iteration 39Q: 3 clusters Score -8371771 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -8371782.500000 Penalty: 5314.516602
	Iteration 40F: 3 clusters Score -8371782 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -8371800.500000 Penalty: 5314.516602
	Iteration 41Q: 3 clusters Score -8371800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8371817.500000 Penalty: 5314.516602
	Iteration 42Q: 3 clusters Score -8371818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -8371828.500000 Penalty: 5314.516602
	Iteration 43Q: 3 clusters Score -8371828 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -8371867.000000 Penalty: 5314.516602
	Iteration 44Q: 3 clusters Score -8371867 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8371889.500000 Penalty: 5314.516602
	Iteration 45Q: 3 clusters Score -8371890 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8371901.500000 Penalty: 5314.516602
	Iteration 46Q: 3 clusters Score -8371902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -8371919.500000 Penalty: 5314.516602
	Iteration 47Q: 3 clusters Score -8371920 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -8371929.500000 Penalty: 5314.516602
	Iteration 48Q: 3 clusters Score -8371930 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -8371973.500000 Penalty: 5314.516602
	Iteration 49Q: 3 clusters Score -8371974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -8371957.500000 Penalty: 5314.516602
	Iteration 50Q: 3 clusters Score -8371958 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -8371976.500000 Penalty: 5314.516602
	Iteration 51Q: 3 clusters Score -8371976 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -8371990.500000 Penalty: 5314.516602
	Iteration 52Q: 3 clusters Score -8371990 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -8371992.500000 Penalty: 5314.516602
	Iteration 53Q: 3 clusters Score -8371992 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -8371988.500000 Penalty: 5314.516602
	Iteration 54Q: 3 clusters Score -8371988 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -8372020.000000 Penalty: 5314.516602
	Iteration 55Q: 3 clusters Score -8372020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8372032.000000 Penalty: 5314.516602
	Iteration 56Q: 3 clusters Score -8372032 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -8372039.500000 Penalty: 5314.516602
	Iteration 57Q: 3 clusters Score -8372040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -8372049.000000 Penalty: 5314.516602
	Iteration 58Q: 3 clusters Score -8372049 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8372098.500000 Penalty: 5314.516602
	Iteration 59Q: 3 clusters Score -8372098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8372141.000000 Penalty: 5314.516602
	Iteration 60F: 3 clusters Score -8372141 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -8372180.500000 Penalty: 5314.516602
	Iteration 61Q: 3 clusters Score -8372180 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8372197.000000 Penalty: 5314.516602
	Iteration 62Q: 3 clusters Score -8372197 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8372197.500000 Penalty: 5314.516602
	Iteration 63Q: 3 clusters Score -8372198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -8372203.000000 Penalty: 5314.516602
	Iteration 64Q: 3 clusters Score -8372203 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8372232.000000 Penalty: 5314.516602
	Iteration 65Q: 3 clusters Score -8372232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -8372258.500000 Penalty: 5314.516602
	Iteration 66Q: 3 clusters Score -8372258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8372278.500000 Penalty: 5314.516602
	Iteration 67Q: 3 clusters Score -8372278 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -8372337.000000 Penalty: 5314.516602
	Iteration 68Q: 3 clusters Score -8372337 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -8372364.000000 Penalty: 5314.516602
	Iteration 69Q: 3 clusters Score -8372364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8372400.500000 Penalty: 5314.516602
	Iteration 70Q: 3 clusters Score -8372400 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8372463.500000 Penalty: 5314.516602
	Iteration 71Q: 3 clusters Score -8372464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -8372528.000000 Penalty: 5314.516602
	Iteration 72Q: 3 clusters Score -8372528 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -8372572.500000 Penalty: 5314.516602
	Iteration 73Q: 3 clusters Score -8372572 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8372605.500000 Penalty: 5314.516602
	Iteration 74Q: 3 clusters Score -8372606 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -8372635.500000 Penalty: 5314.516602
	Iteration 75Q: 3 clusters Score -8372636 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -8372675.000000 Penalty: 5314.516602
	Iteration 76Q: 3 clusters Score -8372675 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -8372739.000000 Penalty: 5314.516602
	Iteration 77Q: 3 clusters Score -8372739 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8372793.000000 Penalty: 5314.516602
	Iteration 78Q: 3 clusters Score -8372793 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8372844.500000 Penalty: 5314.516602
	Iteration 79Q: 3 clusters Score -8372844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8372901.500000 Penalty: 5314.516602
	Iteration 80F: 3 clusters Score -8372902 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8372951.000000 Penalty: 5314.516602
	Iteration 81Q: 3 clusters Score -8372951 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8372973.000000 Penalty: 5314.516602
	Iteration 82Q: 3 clusters Score -8372973 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8373029.500000 Penalty: 5314.516602
	Iteration 83Q: 3 clusters Score -8373030 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8373052.500000 Penalty: 5314.516602
	Iteration 84Q: 3 clusters Score -8373052 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8373087.000000 Penalty: 5314.516602
	Iteration 85Q: 3 clusters Score -8373087 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8373106.000000 Penalty: 5314.516602
	Iteration 86Q: 3 clusters Score -8373106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -8373148.500000 Penalty: 5314.516602
	Iteration 87Q: 3 clusters Score -8373148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8373159.500000 Penalty: 5314.516602
	Iteration 88Q: 3 clusters Score -8373160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8373183.000000 Penalty: 5314.516602
	Iteration 89Q: 3 clusters Score -8373183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8373174.000000 Penalty: 5314.516602
	Iteration 90Q: 3 clusters Score -8373174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8373210.000000 Penalty: 5314.516602
	Iteration 91Q: 3 clusters Score -8373210 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8373234.000000 Penalty: 5314.516602
	Iteration 92Q: 3 clusters Score -8373234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8373237.000000 Penalty: 5314.516602
	Iteration 93Q: 3 clusters Score -8373237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8373247.000000 Penalty: 5314.516602
	Iteration 94Q: 3 clusters Score -8373247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8373248.000000 Penalty: 5314.516602
	Iteration 95Q: 3 clusters Score -8373248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8373248.500000 Penalty: 5314.516602
	Iteration 96Q: 3 clusters Score -8373248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8373243.500000 Penalty: 5314.516602
	Iteration 97Q: 3 clusters Score -8373244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8373256.000000 Penalty: 5314.516602
	Iteration 98Q: 3 clusters Score -8373256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8373255.500000 Penalty: 5314.516602
	Iteration 99Q: 3 clusters Score -8373256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8373267.500000 Penalty: 5314.516602
	Iteration 100F: 3 clusters Score -8373268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8373272.500000 Penalty: 5314.516602
	Iteration 101Q: 3 clusters Score -8373272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8373273.500000 Penalty: 5314.516602
	Iteration 102Q: 3 clusters Score -8373274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8373276.000000 Penalty: 5314.516602
	Iteration 103Q: 3 clusters Score -8373276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8373277.000000 Penalty: 5314.516602
	Iteration 104Q: 3 clusters Score -8373277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8373281.000000 Penalty: 5314.516602
	Iteration 105Q: 3 clusters Score -8373281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8373280.000000 Penalty: 5314.516602
	Iteration 106Q: 3 clusters Score -8373280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8373280.000000 Penalty: 5314.516602
	Iteration 107F: 3 clusters Score -8373280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -286880.937500 Penalty: 1833.376587
	Iteration 0F: 2 clusters Score -286880.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -284551.281250 Penalty: 3666.753174
	Iteration 0F: 3 clusters Score -284551.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -285218.937500 Penalty: 3666.753174
	Iteration 1F: 3 clusters Score -285218.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -285570.375000 Penalty: 3666.753174
	Iteration 2F: 3 clusters Score -285570.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -285760.062500 Penalty: 3666.753174
	Iteration 3F: 3 clusters Score -285760.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -285840.500000 Penalty: 3666.753174
	Iteration 4Q: 3 clusters Score -285840.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285906.843750 Penalty: 3666.753174
	Iteration 5Q: 3 clusters Score -285906.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -285953.125000 Penalty: 3666.753174
	Iteration 6Q: 3 clusters Score -285953.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -285990.531250 Penalty: 3666.753174
	Iteration 7Q: 3 clusters Score -285990.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -286014.250000 Penalty: 3666.753174
	Iteration 8Q: 3 clusters Score -286014.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -286039.406250 Penalty: 3666.753174
	Iteration 9Q: 3 clusters Score -286039.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -286057.937500 Penalty: 3666.753174
	Iteration 10Q: 3 clusters Score -286057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -286064.000000 Penalty: 3666.753174
	Iteration 11Q: 3 clusters Score -286064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -286068.000000 Penalty: 3666.753174
	Iteration 12Q: 3 clusters Score -286068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -286073.250000 Penalty: 3666.753174
	Iteration 13Q: 3 clusters Score -286073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -286082.000000 Penalty: 3666.753174
	Iteration 14Q: 3 clusters Score -286082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -286087.218750 Penalty: 3666.753174
	Iteration 15Q: 3 clusters Score -286087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -286091.375000 Penalty: 3666.753174
	Iteration 16Q: 3 clusters Score -286091.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -286096.500000 Penalty: 3666.753174
	Iteration 17Q: 3 clusters Score -286096.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -286098.875000 Penalty: 3666.753174
	Iteration 18Q: 3 clusters Score -286098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -286101.375000 Penalty: 3666.753174
	Iteration 19Q: 3 clusters Score -286101.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286104.562500 Penalty: 3666.753174
	Iteration 20F: 3 clusters Score -286104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -286118.750000 Penalty: 3666.753174
	Iteration 21Q: 3 clusters Score -286118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -286121.500000 Penalty: 3666.753174
	Iteration 22Q: 3 clusters Score -286121.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -286121.500000 Penalty: 3666.753174
	Iteration 23F: 3 clusters Score -286121.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Entering Unmasked Estep 
Score: -5660264.000000 Penalty: 2558.539062
	Iteration 0F: 2 clusters Score -5660264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5639470.500000 Penalty: 5117.078125
	Iteration 0F: 3 clusters Score -5639470 nChanged 13632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -5646896.500000 Penalty: 5117.078125
	Iteration 1F: 3 clusters Score -5646896 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5647224.500000 Penalty: 5117.078125
	Iteration 2Q: 3 clusters Score -5647224 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -5647496.500000 Penalty: 5117.078125
	Iteration 3Q: 3 clusters Score -5647496 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -5647732.500000 Penalty: 5117.078125
	Iteration 4Q: 3 clusters Score -5647732 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5647918.000000 Penalty: 5117.078125
	Iteration 5Q: 3 clusters Score -5647918 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -5648118.000000 Penalty: 5117.078125
	Iteration 6Q: 3 clusters Score -5648118 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -5648245.500000 Penalty: 5117.078125
	Iteration 7Q: 3 clusters Score -5648246 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5648417.500000 Penalty: 5117.078125
	Iteration 8Q: 3 clusters Score -5648418 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5648593.000000 Penalty: 5117.078125
	Iteration 9Q: 3 clusters Score -5648593 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5648843.500000 Penalty: 5117.078125
	Iteration 10Q: 3 clusters Score -5648844 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5649228.000000 Penalty: 5117.078125
	Iteration 11Q: 3 clusters Score -5649228 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -5649758.000000 Penalty: 5117.078125
	Iteration 12Q: 3 clusters Score -5649758 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -5650524.000000 Penalty: 5117.078125
	Iteration 13Q: 3 clusters Score -5650524 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -5651605.000000 Penalty: 5117.078125
	Iteration 14F: 3 clusters Score -5651605 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -5652946.500000 Penalty: 5117.078125
	Iteration 15F: 3 clusters Score -5652946 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -5654192.000000 Penalty: 5117.078125
	Iteration 16F: 3 clusters Score -5654192 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -5655258.000000 Penalty: 5117.078125
	Iteration 17Q: 3 clusters Score -5655258 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5656018.500000 Penalty: 5117.078125
	Iteration 18Q: 3 clusters Score -5656018 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5656510.000000 Penalty: 5117.078125
	Iteration 19Q: 3 clusters Score -5656510 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5656903.000000 Penalty: 5117.078125
	Iteration 20F: 3 clusters Score -5656903 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5657164.500000 Penalty: 5117.078125
	Iteration 21Q: 3 clusters Score -5657164 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -5657388.500000 Penalty: 5117.078125
	Iteration 22Q: 3 clusters Score -5657388 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5657542.000000 Penalty: 5117.078125
	Iteration 23Q: 3 clusters Score -5657542 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -5657658.000000 Penalty: 5117.078125
	Iteration 24Q: 3 clusters Score -5657658 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5657724.000000 Penalty: 5117.078125
	Iteration 25Q: 3 clusters Score -5657724 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5657796.000000 Penalty: 5117.078125
	Iteration 26Q: 3 clusters Score -5657796 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5657845.000000 Penalty: 5117.078125
	Iteration 27Q: 3 clusters Score -5657845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5657889.500000 Penalty: 5117.078125
	Iteration 28Q: 3 clusters Score -5657890 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5657904.000000 Penalty: 5117.078125
	Iteration 29Q: 3 clusters Score -5657904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5657949.500000 Penalty: 5117.078125
	Iteration 30Q: 3 clusters Score -5657950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5657966.000000 Penalty: 5117.078125
	Iteration 31Q: 3 clusters Score -5657966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5657976.000000 Penalty: 5117.078125
	Iteration 32Q: 3 clusters Score -5657976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5657986.500000 Penalty: 5117.078125
	Iteration 33Q: 3 clusters Score -5657986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28819 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5657992.500000 Penalty: 5117.078125
	Iteration 34Q: 3 clusters Score -5657992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5658005.000000 Penalty: 5117.078125
	Iteration 35Q: 3 clusters Score -5658005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5658014.500000 Penalty: 5117.078125
	Iteration 36Q: 3 clusters Score -5658014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5658016.500000 Penalty: 5117.078125
	Iteration 37Q: 3 clusters Score -5658016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5658013.500000 Penalty: 5117.078125
	Iteration 38Q: 3 clusters Score -5658014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5658009.000000 Penalty: 5117.078125
	Iteration 39Q: 3 clusters Score -5658009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5658019.500000 Penalty: 5117.078125
	Iteration 40F: 3 clusters Score -5658020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5658015.000000 Penalty: 5117.078125
	Iteration 41Q: 3 clusters Score -5658015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5658016.500000 Penalty: 5117.078125
	Iteration 42Q: 3 clusters Score -5658016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5658024.000000 Penalty: 5117.078125
	Iteration 43Q: 3 clusters Score -5658024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5658025.500000 Penalty: 5117.078125
	Iteration 44Q: 3 clusters Score -5658026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5658031.000000 Penalty: 5117.078125
	Iteration 45Q: 3 clusters Score -5658031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5658033.500000 Penalty: 5117.078125
	Iteration 46Q: 3 clusters Score -5658034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5658032.500000 Penalty: 5117.078125
	Iteration 47Q: 3 clusters Score -5658032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5658039.000000 Penalty: 5117.078125
	Iteration 48Q: 3 clusters Score -5658039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5658041.000000 Penalty: 5117.078125
	Iteration 49Q: 3 clusters Score -5658041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5658038.500000 Penalty: 5117.078125
	Iteration 50Q: 3 clusters Score -5658038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5658050.500000 Penalty: 5117.078125
	Iteration 51Q: 3 clusters Score -5658050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5658047.500000 Penalty: 5117.078125
	Iteration 52Q: 3 clusters Score -5658048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5658046.000000 Penalty: 5117.078125
	Iteration 53Q: 3 clusters Score -5658046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5658064.000000 Penalty: 5117.078125
	Iteration 54Q: 3 clusters Score -5658064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5658071.000000 Penalty: 5117.078125
	Iteration 55Q: 3 clusters Score -5658071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5658081.000000 Penalty: 5117.078125
	Iteration 56Q: 3 clusters Score -5658081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5658080.000000 Penalty: 5117.078125
	Iteration 57Q: 3 clusters Score -5658080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5658078.000000 Penalty: 5117.078125
	Iteration 58Q: 3 clusters Score -5658078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5658080.000000 Penalty: 5117.078125
	Iteration 59Q: 3 clusters Score -5658080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5658087.500000 Penalty: 5117.078125
	Iteration 60F: 3 clusters Score -5658088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5658085.500000 Penalty: 5117.078125
	Iteration 61Q: 3 clusters Score -5658086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5658087.500000 Penalty: 5117.078125
	Iteration 62Q: 3 clusters Score -5658088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5658095.000000 Penalty: 5117.078125
	Iteration 63Q: 3 clusters Score -5658095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5658090.500000 Penalty: 5117.078125
	Iteration 64Q: 3 clusters Score -5658090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5658090.500000 Penalty: 5117.078125
	Iteration 65Q: 3 clusters Score -5658090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5658095.000000 Penalty: 5117.078125
	Iteration 66Q: 3 clusters Score -5658095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5658103.000000 Penalty: 5117.078125
	Iteration 67Q: 3 clusters Score -5658103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5658104.000000 Penalty: 5117.078125
	Iteration 68Q: 3 clusters Score -5658104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5658104.000000 Penalty: 5117.078125
	Iteration 69F: 3 clusters Score -5658104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Entering Unmasked Estep 
Score: -8075366.500000 Penalty: 2649.394287
	Iteration 0F: 2 clusters Score -8075366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -8046380.000000 Penalty: 5298.788574
	Iteration 0F: 3 clusters Score -8046380 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -8057151.500000 Penalty: 5298.788574
	Iteration 1F: 3 clusters Score -8057152 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8057677.500000 Penalty: 5298.788574
	Iteration 2Q: 3 clusters Score -8057678 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -8058180.500000 Penalty: 5298.788574
	Iteration 3Q: 3 clusters Score -8058180 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -8058989.000000 Penalty: 5298.788574
	Iteration 4Q: 3 clusters Score -8058989 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -8060013.500000 Penalty: 5298.788574
	Iteration 5Q: 3 clusters Score -8060014 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -8061454.000000 Penalty: 5298.788574
	Iteration 6F: 3 clusters Score -8061454 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -8063604.000000 Penalty: 5298.788574
	Iteration 7F: 3 clusters Score -8063604 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -8066338.500000 Penalty: 5298.788574
	Iteration 8F: 3 clusters Score -8066338 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -8069049.500000 Penalty: 5298.788574
	Iteration 9F: 3 clusters Score -8069050 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8071109.000000 Penalty: 5298.788574
	Iteration 10Q: 3 clusters Score -8071109 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8072158.500000 Penalty: 5298.788574
	Iteration 11Q: 3 clusters Score -8072158 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -8072573.500000 Penalty: 5298.788574
	Iteration 12Q: 3 clusters Score -8072574 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -8072872.500000 Penalty: 5298.788574
	Iteration 13Q: 3 clusters Score -8072872 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -8073027.500000 Penalty: 5298.788574
	Iteration 14Q: 3 clusters Score -8073028 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8073111.500000 Penalty: 5298.788574
	Iteration 15Q: 3 clusters Score -8073112 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -8073211.000000 Penalty: 5298.788574
	Iteration 16Q: 3 clusters Score -8073211 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -8073304.500000 Penalty: 5298.788574
	Iteration 17Q: 3 clusters Score -8073304 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -8073367.500000 Penalty: 5298.788574
	Iteration 18Q: 3 clusters Score -8073368 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8073402.500000 Penalty: 5298.788574
	Iteration 19Q: 3 clusters Score -8073402 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8073437.500000 Penalty: 5298.788574
	Iteration 20F: 3 clusters Score -8073438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -8073471.500000 Penalty: 5298.788574
	Iteration 21Q: 3 clusters Score -8073472 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8073506.500000 Penalty: 5298.788574
	Iteration 22Q: 3 clusters Score -8073506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -8073501.000000 Penalty: 5298.788574
	Iteration 23Q: 3 clusters Score -8073501 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -8073498.000000 Penalty: 5298.788574
	Iteration 24Q: 3 clusters Score -8073498 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8073502.000000 Penalty: 5298.788574
	Iteration 25Q: 3 clusters Score -8073502 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8073506.500000 Penalty: 5298.788574
	Iteration 26Q: 3 clusters Score -8073506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8073523.500000 Penalty: 5298.788574
	Iteration 27Q: 3 clusters Score -8073524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8073537.000000 Penalty: 5298.788574
	Iteration 28Q: 3 clusters Score -8073537 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -8073545.500000 Penalty: 5298.788574
	Iteration 29Q: 3 clusters Score -8073546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8073565.000000 Penalty: 5298.788574
	Iteration 30Q: 3 clusters Score -8073565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8073550.000000 Penalty: 5298.788574
	Iteration 31Q: 3 clusters Score -8073550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -8073566.000000 Penalty: 5298.788574
	Iteration 32Q: 3 clusters Score -8073566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8073573.000000 Penalty: 5298.788574
	Iteration 33Q: 3 clusters Score -8073573 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8073611.500000 Penalty: 5298.788574
	Iteration 34Q: 3 clusters Score -8073612 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8073614.000000 Penalty: 5298.788574
	Iteration 35Q: 3 clusters Score -8073614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8073642.000000 Penalty: 5298.788574
	Iteration 36Q: 3 clusters Score -8073642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8073662.500000 Penalty: 5298.788574
	Iteration 37Q: 3 clusters Score -8073662 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8073682.500000 Penalty: 5298.788574
	Iteration 38Q: 3 clusters Score -8073682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8073681.000000 Penalty: 5298.788574
	Iteration 39Q: 3 clusters Score -8073681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8073693.500000 Penalty: 5298.788574
	Iteration 40F: 3 clusters Score -8073694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8073681.000000 Penalty: 5298.788574
	Iteration 41Q: 3 clusters Score -8073681 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8073681.500000 Penalty: 5298.788574
	Iteration 42Q: 3 clusters Score -8073682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8073678.500000 Penalty: 5298.788574
	Iteration 43Q: 3 clusters Score -8073678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8073688.500000 Penalty: 5298.788574
	Iteration 44Q: 3 clusters Score -8073688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8073679.500000 Penalty: 5298.788574
	Iteration 45Q: 3 clusters Score -8073680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8073666.500000 Penalty: 5298.788574
	Iteration 46Q: 3 clusters Score -8073666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8073664.000000 Penalty: 5298.788574
	Iteration 47Q: 3 clusters Score -8073664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8073665.500000 Penalty: 5298.788574
	Iteration 48Q: 3 clusters Score -8073666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8073653.500000 Penalty: 5298.788574
	Iteration 49Q: 3 clusters Score -8073654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8073657.000000 Penalty: 5298.788574
	Iteration 50Q: 3 clusters Score -8073657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8073645.500000 Penalty: 5298.788574
	Iteration 51Q: 3 clusters Score -8073646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8073642.000000 Penalty: 5298.788574
	Iteration 52Q: 3 clusters Score -8073642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -8073644.500000 Penalty: 5298.788574
	Iteration 53Q: 3 clusters Score -8073644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8073648.000000 Penalty: 5298.788574
	Iteration 54Q: 3 clusters Score -8073648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -8073650.000000 Penalty: 5298.788574
	Iteration 55Q: 3 clusters Score -8073650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8073645.500000 Penalty: 5298.788574
	Iteration 56Q: 3 clusters Score -8073646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -8073651.500000 Penalty: 5298.788574
	Iteration 57Q: 3 clusters Score -8073652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8073651.000000 Penalty: 5298.788574
	Iteration 58Q: 3 clusters Score -8073651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8073664.000000 Penalty: 5298.788574
	Iteration 59Q: 3 clusters Score -8073664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8073659.000000 Penalty: 5298.788574
	Iteration 60F: 3 clusters Score -8073659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8073658.000000 Penalty: 5298.788574
	Iteration 61Q: 3 clusters Score -8073658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8073669.000000 Penalty: 5298.788574
	Iteration 62Q: 3 clusters Score -8073669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8073658.000000 Penalty: 5298.788574
	Iteration 63Q: 3 clusters Score -8073658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8073660.000000 Penalty: 5298.788574
	Iteration 64Q: 3 clusters Score -8073660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -8073653.500000 Penalty: 5298.788574
	Iteration 65Q: 3 clusters Score -8073654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8073657.500000 Penalty: 5298.788574
	Iteration 66Q: 3 clusters Score -8073658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8073654.000000 Penalty: 5298.788574
	Iteration 67Q: 3 clusters Score -8073654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8073652.500000 Penalty: 5298.788574
	Iteration 68Q: 3 clusters Score -8073652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8073652.000000 Penalty: 5298.788574
	Iteration 69Q: 3 clusters Score -8073652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8073645.000000 Penalty: 5298.788574
	Iteration 70Q: 3 clusters Score -8073645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8073645.000000 Penalty: 5298.788574
	Iteration 71Q: 3 clusters Score -8073645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8073644.000000 Penalty: 5298.788574
	Iteration 72Q: 3 clusters Score -8073644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8073645.000000 Penalty: 5298.788574
	Iteration 73Q: 3 clusters Score -8073645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8073653.500000 Penalty: 5298.788574
	Iteration 74Q: 3 clusters Score -8073654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8073653.000000 Penalty: 5298.788574
	Iteration 75Q: 3 clusters Score -8073653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8073649.000000 Penalty: 5298.788574
	Iteration 76Q: 3 clusters Score -8073649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8073649.000000 Penalty: 5298.788574
	Iteration 77Q: 3 clusters Score -8073649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -8073658.500000 Penalty: 5298.788574
	Iteration 78Q: 3 clusters Score -8073658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8073654.000000 Penalty: 5298.788574
	Iteration 79Q: 3 clusters Score -8073654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -8073654.500000 Penalty: 5298.788574
	Iteration 80F: 3 clusters Score -8073654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8073653.000000 Penalty: 5298.788574
	Iteration 81Q: 3 clusters Score -8073653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8073643.000000 Penalty: 5298.788574
	Iteration 82Q: 3 clusters Score -8073643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8073644.500000 Penalty: 5298.788574
	Iteration 83Q: 3 clusters Score -8073644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8073643.000000 Penalty: 5298.788574
	Iteration 84Q: 3 clusters Score -8073643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8073644.500000 Penalty: 5298.788574
	Iteration 85Q: 3 clusters Score -8073644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8073650.500000 Penalty: 5298.788574
	Iteration 86Q: 3 clusters Score -8073650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8073644.500000 Penalty: 5298.788574
	Iteration 87Q: 3 clusters Score -8073644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8073654.000000 Penalty: 5298.788574
	Iteration 88Q: 3 clusters Score -8073654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8073649.500000 Penalty: 5298.788574
	Iteration 89Q: 3 clusters Score -8073650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8073654.000000 Penalty: 5298.788574
	Iteration 90Q: 3 clusters Score -8073654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -8073659.000000 Penalty: 5298.788574
	Iteration 91Q: 3 clusters Score -8073659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -8073659.000000 Penalty: 5298.788574
	Iteration 92Q: 3 clusters Score -8073659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8073663.500000 Penalty: 5298.788574
	Iteration 93Q: 3 clusters Score -8073664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8073663.500000 Penalty: 5298.788574
	Iteration 94F: 3 clusters Score -8073664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 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 205 members 
Entering Unmasked Estep 
Score: -35844.246094 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35844.25 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36018.539062 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36018.54 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36152.792969 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36152.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -36238.632812 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36238.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36301.468750 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36301.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36399.109375 Penalty: 3001.836182
	Iteration 5F: 3 clusters Score -36399.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36429.140625 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36429.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -36468.355469 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36468.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36489.496094 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36500.093750 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -36500.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36501.089844 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -36501.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36501.089844 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -36501.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Entering Unmasked Estep 
Score: -4814959.000000 Penalty: 2525.358643
	Iteration 0F: 2 clusters Score -4814959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4796846.000000 Penalty: 5050.717285
	Iteration 0F: 3 clusters Score -4796846 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -4803056.000000 Penalty: 5050.717285
	Iteration 1F: 3 clusters Score -4803056 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4803529.000000 Penalty: 5050.717285
	Iteration 2Q: 3 clusters Score -4803529 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -4803930.000000 Penalty: 5050.717285
	Iteration 3Q: 3 clusters Score -4803930 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4804326.000000 Penalty: 5050.717285
	Iteration 4Q: 3 clusters Score -4804326 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -4804686.500000 Penalty: 5050.717285
	Iteration 5Q: 3 clusters Score -4804686 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4805072.500000 Penalty: 5050.717285
	Iteration 6Q: 3 clusters Score -4805072 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -4805541.000000 Penalty: 5050.717285
	Iteration 7Q: 3 clusters Score -4805541 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -4806013.500000 Penalty: 5050.717285
	Iteration 8Q: 3 clusters Score -4806014 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4806439.000000 Penalty: 5050.717285
	Iteration 9Q: 3 clusters Score -4806439 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -4806844.000000 Penalty: 5050.717285
	Iteration 10Q: 3 clusters Score -4806844 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4807265.000000 Penalty: 5050.717285
	Iteration 11Q: 3 clusters Score -4807265 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4807643.500000 Penalty: 5050.717285
	Iteration 12Q: 3 clusters Score -4807644 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -4807960.000000 Penalty: 5050.717285
	Iteration 13Q: 3 clusters Score -4807960 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -4808256.000000 Penalty: 5050.717285
	Iteration 14Q: 3 clusters Score -4808256 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -4808548.500000 Penalty: 5050.717285
	Iteration 15Q: 3 clusters Score -4808548 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -4808866.500000 Penalty: 5050.717285
	Iteration 16Q: 3 clusters Score -4808866 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -4809210.000000 Penalty: 5050.717285
	Iteration 17Q: 3 clusters Score -4809210 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4809522.500000 Penalty: 5050.717285
	Iteration 18Q: 3 clusters Score -4809522 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4809842.500000 Penalty: 5050.717285
	Iteration 19Q: 3 clusters Score -4809842 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4810174.500000 Penalty: 5050.717285
	Iteration 20F: 3 clusters Score -4810174 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -4810453.000000 Penalty: 5050.717285
	Iteration 21Q: 3 clusters Score -4810453 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4810746.500000 Penalty: 5050.717285
	Iteration 22Q: 3 clusters Score -4810746 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -4811019.000000 Penalty: 5050.717285
	Iteration 23Q: 3 clusters Score -4811019 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -4811278.500000 Penalty: 5050.717285
	Iteration 24Q: 3 clusters Score -4811278 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4811517.000000 Penalty: 5050.717285
	Iteration 25Q: 3 clusters Score -4811517 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -4811702.500000 Penalty: 5050.717285
	Iteration 26Q: 3 clusters Score -4811702 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4811897.000000 Penalty: 5050.717285
	Iteration 27Q: 3 clusters Score -4811897 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -4812051.500000 Penalty: 5050.717285
	Iteration 28Q: 3 clusters Score -4812052 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4812187.500000 Penalty: 5050.717285
	Iteration 29Q: 3 clusters Score -4812188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -4812317.000000 Penalty: 5050.717285
	Iteration 30Q: 3 clusters Score -4812317 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -4812412.000000 Penalty: 5050.717285
	Iteration 31Q: 3 clusters Score -4812412 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -4812502.500000 Penalty: 5050.717285
	Iteration 32Q: 3 clusters Score -4812502 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4812566.500000 Penalty: 5050.717285
	Iteration 33Q: 3 clusters Score -4812566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -4812599.500000 Penalty: 5050.717285
	Iteration 34Q: 3 clusters Score -4812600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -4812629.500000 Penalty: 5050.717285
	Iteration 35Q: 3 clusters Score -4812630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -4812647.000000 Penalty: 5050.717285
	Iteration 36Q: 3 clusters Score -4812647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -4812661.000000 Penalty: 5050.717285
	Iteration 37Q: 3 clusters Score -4812661 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -4812684.000000 Penalty: 5050.717285
	Iteration 38Q: 3 clusters Score -4812684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -4812688.000000 Penalty: 5050.717285
	Iteration 39Q: 3 clusters Score -4812688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4812705.500000 Penalty: 5050.717285
	Iteration 40F: 3 clusters Score -4812706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -4812718.000000 Penalty: 5050.717285
	Iteration 41Q: 3 clusters Score -4812718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -4812730.500000 Penalty: 5050.717285
	Iteration 42Q: 3 clusters Score -4812730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -4812734.500000 Penalty: 5050.717285
	Iteration 43Q: 3 clusters Score -4812734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4812737.500000 Penalty: 5050.717285
	Iteration 44Q: 3 clusters Score -4812738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4812738.000000 Penalty: 5050.717285
	Iteration 45Q: 3 clusters Score -4812738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -4812743.000000 Penalty: 5050.717285
	Iteration 46Q: 3 clusters Score -4812743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -4812744.000000 Penalty: 5050.717285
	Iteration 47Q: 3 clusters Score -4812744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4812743.000000 Penalty: 5050.717285
	Iteration 48Q: 3 clusters Score -4812743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -4812743.000000 Penalty: 5050.717285
	Iteration 49F: 3 clusters Score -4812743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -1035279.250000 Penalty: 2137.697998
	Iteration 0F: 2 clusters Score -1035279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1030389.062500 Penalty: 4275.395996
	Iteration 0F: 3 clusters Score -1030389 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1031574.125000 Penalty: 4275.395996
	Iteration 1F: 3 clusters Score -1031574 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1031804.125000 Penalty: 4275.395996
	Iteration 2F: 3 clusters Score -1031804 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1031993.875000 Penalty: 4275.395996
	Iteration 3F: 3 clusters Score -1031994 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1032141.812500 Penalty: 4275.395996
	Iteration 4Q: 3 clusters Score -1032142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1032269.000000 Penalty: 4275.395996
	Iteration 5Q: 3 clusters Score -1032269 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1032375.125000 Penalty: 4275.395996
	Iteration 6Q: 3 clusters Score -1032375 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1032471.125000 Penalty: 4275.395996
	Iteration 7Q: 3 clusters Score -1032471 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1032579.687500 Penalty: 4275.395996
	Iteration 8Q: 3 clusters Score -1032580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1032680.125000 Penalty: 4275.395996
	Iteration 9Q: 3 clusters Score -1032680 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1032787.375000 Penalty: 4275.395996
	Iteration 10Q: 3 clusters Score -1032787 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1032902.500000 Penalty: 4275.395996
	Iteration 11Q: 3 clusters Score -1032902 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1033026.187500 Penalty: 4275.395996
	Iteration 12Q: 3 clusters Score -1033026 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1033163.312500 Penalty: 4275.395996
	Iteration 13Q: 3 clusters Score -1033163 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1033282.937500 Penalty: 4275.395996
	Iteration 14Q: 3 clusters Score -1033283 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1033383.625000 Penalty: 4275.395996
	Iteration 15Q: 3 clusters Score -1033384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1033476.937500 Penalty: 4275.395996
	Iteration 16Q: 3 clusters Score -1033477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1033531.375000 Penalty: 4275.395996
	Iteration 17Q: 3 clusters Score -1033531 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1033573.437500 Penalty: 4275.395996
	Iteration 18Q: 3 clusters Score -1033573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1033609.125000 Penalty: 4275.395996
	Iteration 19Q: 3 clusters Score -1033609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1033637.500000 Penalty: 4275.395996
	Iteration 20F: 3 clusters Score -1033638 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1033654.312500 Penalty: 4275.395996
	Iteration 21Q: 3 clusters Score -1033654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1033667.375000 Penalty: 4275.395996
	Iteration 22Q: 3 clusters Score -1033667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1033678.437500 Penalty: 4275.395996
	Iteration 23Q: 3 clusters Score -1033678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1033690.125000 Penalty: 4275.395996
	Iteration 24Q: 3 clusters Score -1033690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1033697.875000 Penalty: 4275.395996
	Iteration 25Q: 3 clusters Score -1033698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1033699.937500 Penalty: 4275.395996
	Iteration 26Q: 3 clusters Score -1033700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1033707.625000 Penalty: 4275.395996
	Iteration 27Q: 3 clusters Score -1033708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1033708.500000 Penalty: 4275.395996
	Iteration 28Q: 3 clusters Score -1033708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1033710.125000 Penalty: 4275.395996
	Iteration 29Q: 3 clusters Score -1033710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1033709.937500 Penalty: 4275.395996
	Iteration 30Q: 3 clusters Score -1033710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1033710.750000 Penalty: 4275.395996
	Iteration 31Q: 3 clusters Score -1033711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1033712.250000 Penalty: 4275.395996
	Iteration 32Q: 3 clusters Score -1033712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1033714.750000 Penalty: 4275.395996
	Iteration 33Q: 3 clusters Score -1033715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1033715.000000 Penalty: 4275.395996
	Iteration 34Q: 3 clusters Score -1033715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1033715.187500 Penalty: 4275.395996
	Iteration 35Q: 3 clusters Score -1033715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1033714.812500 Penalty: 4275.395996
	Iteration 36Q: 3 clusters Score -1033715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1033714.812500 Penalty: 4275.395996
	Iteration 37F: 3 clusters Score -1033715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Entering Unmasked Estep 
Score: -9129073.000000 Penalty: 2676.572998
	Iteration 0F: 2 clusters Score -9129073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -9099206.000000 Penalty: 5353.145996
	Iteration 0F: 3 clusters Score -9099206 nChanged 22577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -9111605.000000 Penalty: 5353.145996
	Iteration 1F: 3 clusters Score -9111605 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -9112096.000000 Penalty: 5353.145996
	Iteration 2Q: 3 clusters Score -9112096 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -9112596.000000 Penalty: 5353.145996
	Iteration 3Q: 3 clusters Score -9112596 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -9113178.000000 Penalty: 5353.145996
	Iteration 4Q: 3 clusters Score -9113178 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -9113910.000000 Penalty: 5353.145996
	Iteration 5Q: 3 clusters Score -9113910 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -9114914.000000 Penalty: 5353.145996
	Iteration 6Q: 3 clusters Score -9114914 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -9116405.000000 Penalty: 5353.145996
	Iteration 7F: 3 clusters Score -9116405 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -9118426.000000 Penalty: 5353.145996
	Iteration 8F: 3 clusters Score -9118426 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -9120771.000000 Penalty: 5353.145996
	Iteration 9F: 3 clusters Score -9120771 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -9122410.000000 Penalty: 5353.145996
	Iteration 10F: 3 clusters Score -9122410 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -9123156.000000 Penalty: 5353.145996
	Iteration 11Q: 3 clusters Score -9123156 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -9123468.000000 Penalty: 5353.145996
	Iteration 12Q: 3 clusters Score -9123468 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -9123729.000000 Penalty: 5353.145996
	Iteration 13Q: 3 clusters Score -9123729 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9123805.000000 Penalty: 5353.145996
	Iteration 14Q: 3 clusters Score -9123805 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -9123971.000000 Penalty: 5353.145996
	Iteration 15Q: 3 clusters Score -9123971 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -9124036.000000 Penalty: 5353.145996
	Iteration 16Q: 3 clusters Score -9124036 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -9124139.000000 Penalty: 5353.145996
	Iteration 17Q: 3 clusters Score -9124139 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -9124244.000000 Penalty: 5353.145996
	Iteration 18Q: 3 clusters Score -9124244 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -9124306.000000 Penalty: 5353.145996
	Iteration 19Q: 3 clusters Score -9124306 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -9124383.000000 Penalty: 5353.145996
	Iteration 20F: 3 clusters Score -9124383 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9124471.000000 Penalty: 5353.145996
	Iteration 21Q: 3 clusters Score -9124471 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -9124529.000000 Penalty: 5353.145996
	Iteration 22Q: 3 clusters Score -9124529 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -9124648.000000 Penalty: 5353.145996
	Iteration 23Q: 3 clusters Score -9124648 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 32199 members 
Entering Unmasked Estep 
Score: -9124721.000000 Penalty: 5353.145996
	Iteration 24Q: 3 clusters Score -9124721 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -9124781.000000 Penalty: 5353.145996
	Iteration 25Q: 3 clusters Score -9124781 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -9124820.000000 Penalty: 5353.145996
	Iteration 26Q: 3 clusters Score -9124820 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -9124869.000000 Penalty: 5353.145996
	Iteration 27Q: 3 clusters Score -9124869 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -9124920.000000 Penalty: 5353.145996
	Iteration 28Q: 3 clusters Score -9124920 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 32118 members 
Entering Unmasked Estep 
Score: -9124981.000000 Penalty: 5353.145996
	Iteration 29Q: 3 clusters Score -9124981 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -9125033.000000 Penalty: 5353.145996
	Iteration 30Q: 3 clusters Score -9125033 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -9125098.000000 Penalty: 5353.145996
	Iteration 31Q: 3 clusters Score -9125098 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -9125145.000000 Penalty: 5353.145996
	Iteration 32Q: 3 clusters Score -9125145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -9125174.000000 Penalty: 5353.145996
	Iteration 33Q: 3 clusters Score -9125174 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -9125188.000000 Penalty: 5353.145996
	Iteration 34Q: 3 clusters Score -9125188 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9125218.000000 Penalty: 5353.145996
	Iteration 35Q: 3 clusters Score -9125218 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -9125272.000000 Penalty: 5353.145996
	Iteration 36Q: 3 clusters Score -9125272 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9125336.000000 Penalty: 5353.145996
	Iteration 37Q: 3 clusters Score -9125336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -9125374.000000 Penalty: 5353.145996
	Iteration 38Q: 3 clusters Score -9125374 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -9125391.000000 Penalty: 5353.145996
	Iteration 39Q: 3 clusters Score -9125391 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -9125411.000000 Penalty: 5353.145996
	Iteration 40F: 3 clusters Score -9125411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -9125444.000000 Penalty: 5353.145996
	Iteration 41Q: 3 clusters Score -9125444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -9125445.000000 Penalty: 5353.145996
	Iteration 42Q: 3 clusters Score -9125445 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -9125454.000000 Penalty: 5353.145996
	Iteration 43Q: 3 clusters Score -9125454 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9125467.000000 Penalty: 5353.145996
	Iteration 44Q: 3 clusters Score -9125467 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -9125465.000000 Penalty: 5353.145996
	Iteration 45Q: 3 clusters Score -9125465 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -9125482.000000 Penalty: 5353.145996
	Iteration 46Q: 3 clusters Score -9125482 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -9125498.000000 Penalty: 5353.145996
	Iteration 47Q: 3 clusters Score -9125498 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -9125507.000000 Penalty: 5353.145996
	Iteration 48Q: 3 clusters Score -9125507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -9125498.000000 Penalty: 5353.145996
	Iteration 49Q: 3 clusters Score -9125498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -9125520.000000 Penalty: 5353.145996
	Iteration 50Q: 3 clusters Score -9125520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -9125507.000000 Penalty: 5353.145996
	Iteration 51Q: 3 clusters Score -9125507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -9125501.000000 Penalty: 5353.145996
	Iteration 52Q: 3 clusters Score -9125501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -9125529.000000 Penalty: 5353.145996
	Iteration 53Q: 3 clusters Score -9125529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -9125509.000000 Penalty: 5353.145996
	Iteration 54Q: 3 clusters Score -9125509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -9125511.000000 Penalty: 5353.145996
	Iteration 55Q: 3 clusters Score -9125511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -9125517.000000 Penalty: 5353.145996
	Iteration 56Q: 3 clusters Score -9125517 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -9125525.000000 Penalty: 5353.145996
	Iteration 57Q: 3 clusters Score -9125525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -9125539.000000 Penalty: 5353.145996
	Iteration 58Q: 3 clusters Score -9125539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -9125534.000000 Penalty: 5353.145996
	Iteration 59Q: 3 clusters Score -9125534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -9125535.000000 Penalty: 5353.145996
	Iteration 60F: 3 clusters Score -9125535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -1088458.875000 Penalty: 2150.521729
	Iteration 0F: 2 clusters Score -1088459 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 2921 members 
Entering Unmasked Estep 
Score: -1083366.750000 Penalty: 4301.043457
	Iteration 0F: 3 clusters Score -1083367 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1084623.125000 Penalty: 4301.043457
	Iteration 1F: 3 clusters Score -1084623 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1084842.875000 Penalty: 4301.043457
	Iteration 2F: 3 clusters Score -1084843 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1084991.125000 Penalty: 4301.043457
	Iteration 3Q: 3 clusters Score -1084991 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1085093.375000 Penalty: 4301.043457
	Iteration 4Q: 3 clusters Score -1085093 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1085179.250000 Penalty: 4301.043457
	Iteration 5Q: 3 clusters Score -1085179 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1085245.875000 Penalty: 4301.043457
	Iteration 6Q: 3 clusters Score -1085246 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1085302.250000 Penalty: 4301.043457
	Iteration 7Q: 3 clusters Score -1085302 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1085345.375000 Penalty: 4301.043457
	Iteration 8Q: 3 clusters Score -1085345 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1085391.125000 Penalty: 4301.043457
	Iteration 9Q: 3 clusters Score -1085391 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1085428.625000 Penalty: 4301.043457
	Iteration 10Q: 3 clusters Score -1085429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1085463.875000 Penalty: 4301.043457
	Iteration 11Q: 3 clusters Score -1085464 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1085500.000000 Penalty: 4301.043457
	Iteration 12Q: 3 clusters Score -1085500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1085525.875000 Penalty: 4301.043457
	Iteration 13Q: 3 clusters Score -1085526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1085543.000000 Penalty: 4301.043457
	Iteration 14Q: 3 clusters Score -1085543 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1085563.875000 Penalty: 4301.043457
	Iteration 15Q: 3 clusters Score -1085564 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1085587.375000 Penalty: 4301.043457
	Iteration 16Q: 3 clusters Score -1085587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1085607.875000 Penalty: 4301.043457
	Iteration 17Q: 3 clusters Score -1085608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1085624.625000 Penalty: 4301.043457
	Iteration 18Q: 3 clusters Score -1085625 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1085648.750000 Penalty: 4301.043457
	Iteration 19Q: 3 clusters Score -1085649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1085674.125000 Penalty: 4301.043457
	Iteration 20F: 3 clusters Score -1085674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1085695.625000 Penalty: 4301.043457
	Iteration 21Q: 3 clusters Score -1085696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1085709.625000 Penalty: 4301.043457
	Iteration 22Q: 3 clusters Score -1085710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1085725.250000 Penalty: 4301.043457
	Iteration 23Q: 3 clusters Score -1085725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1085742.250000 Penalty: 4301.043457
	Iteration 24Q: 3 clusters Score -1085742 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1085757.625000 Penalty: 4301.043457
	Iteration 25Q: 3 clusters Score -1085758 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1085781.375000 Penalty: 4301.043457
	Iteration 26Q: 3 clusters Score -1085781 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1085798.500000 Penalty: 4301.043457
	Iteration 27Q: 3 clusters Score -1085798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1085817.500000 Penalty: 4301.043457
	Iteration 28Q: 3 clusters Score -1085818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1085837.125000 Penalty: 4301.043457
	Iteration 29Q: 3 clusters Score -1085837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1085860.000000 Penalty: 4301.043457
	Iteration 30Q: 3 clusters Score -1085860 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1085890.250000 Penalty: 4301.043457
	Iteration 31Q: 3 clusters Score -1085890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1085921.250000 Penalty: 4301.043457
	Iteration 32Q: 3 clusters Score -1085921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1085961.375000 Penalty: 4301.043457
	Iteration 33Q: 3 clusters Score -1085961 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1086001.125000 Penalty: 4301.043457
	Iteration 34Q: 3 clusters Score -1086001 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1086044.375000 Penalty: 4301.043457
	Iteration 35Q: 3 clusters Score -1086044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1086089.875000 Penalty: 4301.043457
	Iteration 36Q: 3 clusters Score -1086090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1086136.875000 Penalty: 4301.043457
	Iteration 37Q: 3 clusters Score -1086137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1086181.125000 Penalty: 4301.043457
	Iteration 38Q: 3 clusters Score -1086181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1086221.125000 Penalty: 4301.043457
	Iteration 39Q: 3 clusters Score -1086221 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1086268.250000 Penalty: 4301.043457
	Iteration 40F: 3 clusters Score -1086268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1086300.875000 Penalty: 4301.043457
	Iteration 41Q: 3 clusters Score -1086301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1086345.375000 Penalty: 4301.043457
	Iteration 42Q: 3 clusters Score -1086345 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1086385.375000 Penalty: 4301.043457
	Iteration 43Q: 3 clusters Score -1086385 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1086424.375000 Penalty: 4301.043457
	Iteration 44Q: 3 clusters Score -1086424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1086465.375000 Penalty: 4301.043457
	Iteration 45Q: 3 clusters Score -1086465 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1086505.625000 Penalty: 4301.043457
	Iteration 46Q: 3 clusters Score -1086506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1086549.000000 Penalty: 4301.043457
	Iteration 47Q: 3 clusters Score -1086549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1086584.250000 Penalty: 4301.043457
	Iteration 48Q: 3 clusters Score -1086584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1086613.375000 Penalty: 4301.043457
	Iteration 49Q: 3 clusters Score -1086613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1086643.625000 Penalty: 4301.043457
	Iteration 50Q: 3 clusters Score -1086644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1086673.250000 Penalty: 4301.043457
	Iteration 51Q: 3 clusters Score -1086673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1086692.750000 Penalty: 4301.043457
	Iteration 52Q: 3 clusters Score -1086693 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1086714.625000 Penalty: 4301.043457
	Iteration 53Q: 3 clusters Score -1086715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1086729.500000 Penalty: 4301.043457
	Iteration 54Q: 3 clusters Score -1086730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1086745.625000 Penalty: 4301.043457
	Iteration 55Q: 3 clusters Score -1086746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1086757.625000 Penalty: 4301.043457
	Iteration 56Q: 3 clusters Score -1086758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1086764.250000 Penalty: 4301.043457
	Iteration 57Q: 3 clusters Score -1086764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1086774.375000 Penalty: 4301.043457
	Iteration 58Q: 3 clusters Score -1086774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1086782.125000 Penalty: 4301.043457
	Iteration 59Q: 3 clusters Score -1086782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1086786.125000 Penalty: 4301.043457
	Iteration 60F: 3 clusters Score -1086786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1086787.625000 Penalty: 4301.043457
	Iteration 61Q: 3 clusters Score -1086788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1086792.250000 Penalty: 4301.043457
	Iteration 62Q: 3 clusters Score -1086792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1086791.625000 Penalty: 4301.043457
	Iteration 63Q: 3 clusters Score -1086792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1086796.250000 Penalty: 4301.043457
	Iteration 64Q: 3 clusters Score -1086796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1086799.750000 Penalty: 4301.043457
	Iteration 65Q: 3 clusters Score -1086800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1086804.875000 Penalty: 4301.043457
	Iteration 66Q: 3 clusters Score -1086805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1086807.875000 Penalty: 4301.043457
	Iteration 67Q: 3 clusters Score -1086808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1086806.375000 Penalty: 4301.043457
	Iteration 68Q: 3 clusters Score -1086806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1086808.500000 Penalty: 4301.043457
	Iteration 69Q: 3 clusters Score -1086808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1086808.500000 Penalty: 4301.043457
	Iteration 70F: 3 clusters Score -1086808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -420266.937500 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -420266.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -417359.500000 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -417359.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -417903.312500 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -417903.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -418066.187500 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -418066.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -418139.125000 Penalty: 3855.285400
	Iteration 3Q: 3 clusters Score -418139.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -418191.781250 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -418191.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -418237.406250 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -418237.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -418272.750000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -418272.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -418294.062500 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -418294.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -418306.968750 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -418307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -418313.156250 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -418313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -418320.875000 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -418320.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -418333.093750 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -418333.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -418343.031250 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -418343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -418355.062500 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -418355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -418365.375000 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -418365.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -418372.718750 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -418372.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -418379.250000 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -418379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -418383.968750 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -418384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -418388.375000 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -418388.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -418391.843750 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -418391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -418394.406250 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -418394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -418395.250000 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -418395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -418397.062500 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -418397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -418398.562500 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -418398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -418398.875000 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -418398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -418399.687500 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -418399.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -418399.687500 Penalty: 3855.285400
	Iteration 26F: 3 clusters Score -418399.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Entering Unmasked Estep 
Score: -823485.687500 Penalty: 2082.637939
	Iteration 0F: 2 clusters Score -823485.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -819269.687500 Penalty: 4165.275879
	Iteration 0F: 3 clusters Score -819269.7 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -820243.250000 Penalty: 4165.275879
	Iteration 1F: 3 clusters Score -820243.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -820455.687500 Penalty: 4165.275879
	Iteration 2F: 3 clusters Score -820455.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -820590.125000 Penalty: 4165.275879
	Iteration 3F: 3 clusters Score -820590.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -820679.750000 Penalty: 4165.275879
	Iteration 4Q: 3 clusters Score -820679.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -820745.625000 Penalty: 4165.275879
	Iteration 5Q: 3 clusters Score -820745.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -820795.875000 Penalty: 4165.275879
	Iteration 6Q: 3 clusters Score -820795.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -820837.937500 Penalty: 4165.275879
	Iteration 7Q: 3 clusters Score -820837.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -820871.750000 Penalty: 4165.275879
	Iteration 8Q: 3 clusters Score -820871.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -820902.437500 Penalty: 4165.275879
	Iteration 9Q: 3 clusters Score -820902.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -820926.000000 Penalty: 4165.275879
	Iteration 10Q: 3 clusters Score -820926 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -820956.375000 Penalty: 4165.275879
	Iteration 11Q: 3 clusters Score -820956.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -820985.812500 Penalty: 4165.275879
	Iteration 12Q: 3 clusters Score -820985.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -821007.187500 Penalty: 4165.275879
	Iteration 13Q: 3 clusters Score -821007.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -821029.812500 Penalty: 4165.275879
	Iteration 14Q: 3 clusters Score -821029.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -821047.687500 Penalty: 4165.275879
	Iteration 15Q: 3 clusters Score -821047.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -821066.500000 Penalty: 4165.275879
	Iteration 16Q: 3 clusters Score -821066.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -821083.812500 Penalty: 4165.275879
	Iteration 17Q: 3 clusters Score -821083.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -821103.937500 Penalty: 4165.275879
	Iteration 18Q: 3 clusters Score -821103.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -821122.750000 Penalty: 4165.275879
	Iteration 19Q: 3 clusters Score -821122.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -821138.187500 Penalty: 4165.275879
	Iteration 20F: 3 clusters Score -821138.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -821154.187500 Penalty: 4165.275879
	Iteration 21Q: 3 clusters Score -821154.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -821169.625000 Penalty: 4165.275879
	Iteration 22Q: 3 clusters Score -821169.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -821188.437500 Penalty: 4165.275879
	Iteration 23Q: 3 clusters Score -821188.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -821205.500000 Penalty: 4165.275879
	Iteration 24Q: 3 clusters Score -821205.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -821222.687500 Penalty: 4165.275879
	Iteration 25Q: 3 clusters Score -821222.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -821238.500000 Penalty: 4165.275879
	Iteration 26Q: 3 clusters Score -821238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -821251.187500 Penalty: 4165.275879
	Iteration 27Q: 3 clusters Score -821251.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -821265.000000 Penalty: 4165.275879
	Iteration 28Q: 3 clusters Score -821265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -821268.687500 Penalty: 4165.275879
	Iteration 29Q: 3 clusters Score -821268.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -821274.062500 Penalty: 4165.275879
	Iteration 30Q: 3 clusters Score -821274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -821277.812500 Penalty: 4165.275879
	Iteration 31Q: 3 clusters Score -821277.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -821282.000000 Penalty: 4165.275879
	Iteration 32Q: 3 clusters Score -821282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -821288.687500 Penalty: 4165.275879
	Iteration 33Q: 3 clusters Score -821288.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -821291.625000 Penalty: 4165.275879
	Iteration 34Q: 3 clusters Score -821291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -821297.625000 Penalty: 4165.275879
	Iteration 35Q: 3 clusters Score -821297.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -821303.312500 Penalty: 4165.275879
	Iteration 36Q: 3 clusters Score -821303.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -821306.875000 Penalty: 4165.275879
	Iteration 37Q: 3 clusters Score -821306.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -821309.562500 Penalty: 4165.275879
	Iteration 38Q: 3 clusters Score -821309.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -821313.625000 Penalty: 4165.275879
	Iteration 39Q: 3 clusters Score -821313.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -821318.750000 Penalty: 4165.275879
	Iteration 40F: 3 clusters Score -821318.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -821323.312500 Penalty: 4165.275879
	Iteration 41Q: 3 clusters Score -821323.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -821327.562500 Penalty: 4165.275879
	Iteration 42Q: 3 clusters Score -821327.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -821333.625000 Penalty: 4165.275879
	Iteration 43Q: 3 clusters Score -821333.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -821335.437500 Penalty: 4165.275879
	Iteration 44Q: 3 clusters Score -821335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -821338.875000 Penalty: 4165.275879
	Iteration 45Q: 3 clusters Score -821338.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -821343.437500 Penalty: 4165.275879
	Iteration 46Q: 3 clusters Score -821343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -821347.437500 Penalty: 4165.275879
	Iteration 47Q: 3 clusters Score -821347.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -821348.187500 Penalty: 4165.275879
	Iteration 48Q: 3 clusters Score -821348.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -821350.937500 Penalty: 4165.275879
	Iteration 49Q: 3 clusters Score -821350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -821350.250000 Penalty: 4165.275879
	Iteration 50Q: 3 clusters Score -821350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -821350.937500 Penalty: 4165.275879
	Iteration 51Q: 3 clusters Score -821350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -821355.812500 Penalty: 4165.275879
	Iteration 52Q: 3 clusters Score -821355.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -821354.750000 Penalty: 4165.275879
	Iteration 53Q: 3 clusters Score -821354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -821356.500000 Penalty: 4165.275879
	Iteration 54Q: 3 clusters Score -821356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -821358.000000 Penalty: 4165.275879
	Iteration 55Q: 3 clusters Score -821358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -821357.375000 Penalty: 4165.275879
	Iteration 56Q: 3 clusters Score -821357.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -821357.250000 Penalty: 4165.275879
	Iteration 57Q: 3 clusters Score -821357.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -821358.687500 Penalty: 4165.275879
	Iteration 58Q: 3 clusters Score -821358.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -821359.687500 Penalty: 4165.275879
	Iteration 59Q: 3 clusters Score -821359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -821359.062500 Penalty: 4165.275879
	Iteration 60F: 3 clusters Score -821359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -821360.750000 Penalty: 4165.275879
	Iteration 61Q: 3 clusters Score -821360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -821360.937500 Penalty: 4165.275879
	Iteration 62Q: 3 clusters Score -821360.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -821361.125000 Penalty: 4165.275879
	Iteration 63Q: 3 clusters Score -821361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -821361.625000 Penalty: 4165.275879
	Iteration 64Q: 3 clusters Score -821361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -821361.125000 Penalty: 4165.275879
	Iteration 65Q: 3 clusters Score -821361.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -821361.125000 Penalty: 4165.275879
	Iteration 66F: 3 clusters Score -821361.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Entering Unmasked Estep 
Score: -9389950.000000 Penalty: 2682.644531
	Iteration 0F: 2 clusters Score -9389950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -9359545.000000 Penalty: 5365.289062
	Iteration 0F: 3 clusters Score -9359545 nChanged 23050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -9372085.000000 Penalty: 5365.289062
	Iteration 1F: 3 clusters Score -9372085 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -9372706.000000 Penalty: 5365.289062
	Iteration 2Q: 3 clusters Score -9372706 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -9373241.000000 Penalty: 5365.289062
	Iteration 3Q: 3 clusters Score -9373241 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -9373982.000000 Penalty: 5365.289062
	Iteration 4Q: 3 clusters Score -9373982 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -9375172.000000 Penalty: 5365.289062
	Iteration 5Q: 3 clusters Score -9375172 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -9377005.000000 Penalty: 5365.289062
	Iteration 6F: 3 clusters Score -9377005 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -9379794.000000 Penalty: 5365.289062
	Iteration 7F: 3 clusters Score -9379794 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -9383076.000000 Penalty: 5365.289062
	Iteration 8F: 3 clusters Score -9383076 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9385792.000000 Penalty: 5365.289062
	Iteration 9F: 3 clusters Score -9385792 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9386965.000000 Penalty: 5365.289062
	Iteration 10Q: 3 clusters Score -9386965 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9387364.000000 Penalty: 5365.289062
	Iteration 11Q: 3 clusters Score -9387364 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9387495.000000 Penalty: 5365.289062
	Iteration 12Q: 3 clusters Score -9387495 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9387596.000000 Penalty: 5365.289062
	Iteration 13Q: 3 clusters Score -9387596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9387644.000000 Penalty: 5365.289062
	Iteration 14Q: 3 clusters Score -9387644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9387667.000000 Penalty: 5365.289062
	Iteration 15Q: 3 clusters Score -9387667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9387666.000000 Penalty: 5365.289062
	Iteration 16Q: 3 clusters Score -9387666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49651 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9387682.000000 Penalty: 5365.289062
	Iteration 17Q: 3 clusters Score -9387682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9387684.000000 Penalty: 5365.289062
	Iteration 18Q: 3 clusters Score -9387684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9387685.000000 Penalty: 5365.289062
	Iteration 19Q: 3 clusters Score -9387685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9387703.000000 Penalty: 5365.289062
	Iteration 20F: 3 clusters Score -9387703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9387708.000000 Penalty: 5365.289062
	Iteration 21Q: 3 clusters Score -9387708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9387710.000000 Penalty: 5365.289062
	Iteration 22Q: 3 clusters Score -9387710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9387710.000000 Penalty: 5365.289062
	Iteration 23F: 3 clusters Score -9387710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -1046968.750000 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -1046969 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 2890 members 
Entering Unmasked Estep 
Score: -1042003.062500 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -1042003 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1043219.375000 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -1043219 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1043448.250000 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -1043448 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1043645.562500 Penalty: 4285.410645
	Iteration 3F: 3 clusters Score -1043646 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1043792.312500 Penalty: 4285.410645
	Iteration 4Q: 3 clusters Score -1043792 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1043910.375000 Penalty: 4285.410645
	Iteration 5Q: 3 clusters Score -1043910 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1044031.937500 Penalty: 4285.410645
	Iteration 6Q: 3 clusters Score -1044032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1044170.625000 Penalty: 4285.410645
	Iteration 7Q: 3 clusters Score -1044171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1044290.000000 Penalty: 4285.410645
	Iteration 8Q: 3 clusters Score -1044290 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1044392.750000 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -1044393 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1044484.312500 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -1044484 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1044568.062500 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -1044568 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1044655.687500 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -1044656 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1044735.812500 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -1044736 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1044806.500000 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -1044806 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1044857.375000 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -1044857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1044919.375000 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -1044919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1044958.812500 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -1044959 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1045003.937500 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -1045004 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1045042.437500 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -1045042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1045070.062500 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -1045070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1045090.562500 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -1045091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1045109.312500 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -1045109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1045127.062500 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -1045127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1045139.000000 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -1045139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1045151.187500 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -1045151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1045165.125000 Penalty: 4285.410645
	Iteration 26Q: 3 clusters Score -1045165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1045174.187500 Penalty: 4285.410645
	Iteration 27Q: 3 clusters Score -1045174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1045184.062500 Penalty: 4285.410645
	Iteration 28Q: 3 clusters Score -1045184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1045188.500000 Penalty: 4285.410645
	Iteration 29Q: 3 clusters Score -1045188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1045189.812500 Penalty: 4285.410645
	Iteration 30Q: 3 clusters Score -1045190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1045189.812500 Penalty: 4285.410645
	Iteration 31F: 3 clusters Score -1045190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Entering Unmasked Estep 
Score: -9435295.000000 Penalty: 2685.978760
	Iteration 0F: 2 clusters Score -9435295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9403688.000000 Penalty: 5371.957520
	Iteration 0F: 3 clusters Score -9403688 nChanged 23418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -9416500.000000 Penalty: 5371.957520
	Iteration 1F: 3 clusters Score -9416500 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -9416976.000000 Penalty: 5371.957520
	Iteration 2Q: 3 clusters Score -9416976 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -9417396.000000 Penalty: 5371.957520
	Iteration 3Q: 3 clusters Score -9417396 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -9417862.000000 Penalty: 5371.957520
	Iteration 4Q: 3 clusters Score -9417862 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -9418391.000000 Penalty: 5371.957520
	Iteration 5Q: 3 clusters Score -9418391 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -9418912.000000 Penalty: 5371.957520
	Iteration 6Q: 3 clusters Score -9418912 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -9419724.000000 Penalty: 5371.957520
	Iteration 7Q: 3 clusters Score -9419724 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -9420827.000000 Penalty: 5371.957520
	Iteration 8Q: 3 clusters Score -9420827 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -9422450.000000 Penalty: 5371.957520
	Iteration 9F: 3 clusters Score -9422450 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -9424669.000000 Penalty: 5371.957520
	Iteration 10F: 3 clusters Score -9424669 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -9427165.000000 Penalty: 5371.957520
	Iteration 11F: 3 clusters Score -9427165 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9429197.000000 Penalty: 5371.957520
	Iteration 12F: 3 clusters Score -9429197 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -9430581.000000 Penalty: 5371.957520
	Iteration 13Q: 3 clusters Score -9430581 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -9431435.000000 Penalty: 5371.957520
	Iteration 14Q: 3 clusters Score -9431435 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9431937.000000 Penalty: 5371.957520
	Iteration 15Q: 3 clusters Score -9431937 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -9432326.000000 Penalty: 5371.957520
	Iteration 16Q: 3 clusters Score -9432326 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -9432634.000000 Penalty: 5371.957520
	Iteration 17Q: 3 clusters Score -9432634 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -9432820.000000 Penalty: 5371.957520
	Iteration 18Q: 3 clusters Score -9432820 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -9432937.000000 Penalty: 5371.957520
	Iteration 19Q: 3 clusters Score -9432937 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -9433016.000000 Penalty: 5371.957520
	Iteration 20F: 3 clusters Score -9433016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9433062.000000 Penalty: 5371.957520
	Iteration 21Q: 3 clusters Score -9433062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -9433160.000000 Penalty: 5371.957520
	Iteration 22Q: 3 clusters Score -9433160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9433191.000000 Penalty: 5371.957520
	Iteration 23Q: 3 clusters Score -9433191 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9433191.000000 Penalty: 5371.957520
	Iteration 24Q: 3 clusters Score -9433191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9433230.000000 Penalty: 5371.957520
	Iteration 25Q: 3 clusters Score -9433230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -9433245.000000 Penalty: 5371.957520
	Iteration 26Q: 3 clusters Score -9433245 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -9433253.000000 Penalty: 5371.957520
	Iteration 27Q: 3 clusters Score -9433253 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -9433265.000000 Penalty: 5371.957520
	Iteration 28Q: 3 clusters Score -9433265 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -9433274.000000 Penalty: 5371.957520
	Iteration 29Q: 3 clusters Score -9433274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
Score: -9433279.000000 Penalty: 5371.957520
	Iteration 30Q: 3 clusters Score -9433279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9433274.000000 Penalty: 5371.957520
	Iteration 31Q: 3 clusters Score -9433274 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9433282.000000 Penalty: 5371.957520
	Iteration 32Q: 3 clusters Score -9433282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 49646 members 
Entering Unmasked Estep 
Score: -9433301.000000 Penalty: 5371.957520
	Iteration 33Q: 3 clusters Score -9433301 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -9433299.000000 Penalty: 5371.957520
	Iteration 34Q: 3 clusters Score -9433299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -9433290.000000 Penalty: 5371.957520
	Iteration 35Q: 3 clusters Score -9433290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -9433299.000000 Penalty: 5371.957520
	Iteration 36Q: 3 clusters Score -9433299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9433289.000000 Penalty: 5371.957520
	Iteration 37Q: 3 clusters Score -9433289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9433296.000000 Penalty: 5371.957520
	Iteration 38Q: 3 clusters Score -9433296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -9433306.000000 Penalty: 5371.957520
	Iteration 39Q: 3 clusters Score -9433306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -9433331.000000 Penalty: 5371.957520
	Iteration 40F: 3 clusters Score -9433331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -9433332.000000 Penalty: 5371.957520
	Iteration 41Q: 3 clusters Score -9433332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -9433328.000000 Penalty: 5371.957520
	Iteration 42Q: 3 clusters Score -9433328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -9433331.000000 Penalty: 5371.957520
	Iteration 43Q: 3 clusters Score -9433331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -9433333.000000 Penalty: 5371.957520
	Iteration 44Q: 3 clusters Score -9433333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9433331.000000 Penalty: 5371.957520
	Iteration 45Q: 3 clusters Score -9433331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9433330.000000 Penalty: 5371.957520
	Iteration 46Q: 3 clusters Score -9433330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9433333.000000 Penalty: 5371.957520
	Iteration 47Q: 3 clusters Score -9433333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -9433337.000000 Penalty: 5371.957520
	Iteration 48Q: 3 clusters Score -9433337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9433330.000000 Penalty: 5371.957520
	Iteration 49Q: 3 clusters Score -9433330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9433330.000000 Penalty: 5371.957520
	Iteration 50F: 3 clusters Score -9433330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Entering Unmasked Estep 
Score: -117764.273438 Penalty: 1617.479004
	Iteration 0F: 2 clusters Score -117764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -116159.609375 Penalty: 3234.958008
	Iteration 0F: 3 clusters Score -116159.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -116442.937500 Penalty: 3234.958008
	Iteration 1F: 3 clusters Score -116442.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -116521.828125 Penalty: 3234.958008
	Iteration 2F: 3 clusters Score -116521.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116571.679688 Penalty: 3234.958008
	Iteration 3Q: 3 clusters Score -116571.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -116623.843750 Penalty: 3234.958008
	Iteration 4Q: 3 clusters Score -116623.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -116727.265625 Penalty: 3234.958008
	Iteration 5Q: 3 clusters Score -116727.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -116900.140625 Penalty: 3234.958008
	Iteration 6Q: 3 clusters Score -116900.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -117130.742188 Penalty: 3234.958008
	Iteration 7F: 3 clusters Score -117130.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -117356.460938 Penalty: 3234.958008
	Iteration 8F: 3 clusters Score -117356.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -117469.820312 Penalty: 3234.958008
	Iteration 9Q: 3 clusters Score -117469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -117525.273438 Penalty: 3234.958008
	Iteration 10Q: 3 clusters Score -117525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -117563.328125 Penalty: 3234.958008
	Iteration 11Q: 3 clusters Score -117563.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -117614.164062 Penalty: 3234.958008
	Iteration 12Q: 3 clusters Score -117614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -117638.515625 Penalty: 3234.958008
	Iteration 13Q: 3 clusters Score -117638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -117650.718750 Penalty: 3234.958008
	Iteration 14Q: 3 clusters Score -117650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -117683.953125 Penalty: 3234.958008
	Iteration 15Q: 3 clusters Score -117684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -117711.695312 Penalty: 3234.958008
	Iteration 16Q: 3 clusters Score -117711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -117734.734375 Penalty: 3234.958008
	Iteration 17Q: 3 clusters Score -117734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -117737.789062 Penalty: 3234.958008
	Iteration 18Q: 3 clusters Score -117737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -117737.789062 Penalty: 3234.958008
	Iteration 19F: 3 clusters Score -117737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Entering Unmasked Estep 
Score: -8964479.000000 Penalty: 2672.689941
	Iteration 0F: 2 clusters Score -8964479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -8934827.000000 Penalty: 5345.379883
	Iteration 0F: 3 clusters Score -8934827 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8947078.000000 Penalty: 5345.379883
	Iteration 1F: 3 clusters Score -8947078 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8947603.000000 Penalty: 5345.379883
	Iteration 2Q: 3 clusters Score -8947603 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8947976.000000 Penalty: 5345.379883
	Iteration 3Q: 3 clusters Score -8947976 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -8948477.000000 Penalty: 5345.379883
	Iteration 4Q: 3 clusters Score -8948477 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -8949084.000000 Penalty: 5345.379883
	Iteration 5Q: 3 clusters Score -8949084 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -8949955.000000 Penalty: 5345.379883
	Iteration 6Q: 3 clusters Score -8949955 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -8951389.000000 Penalty: 5345.379883
	Iteration 7F: 3 clusters Score -8951389 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -8953614.000000 Penalty: 5345.379883
	Iteration 8F: 3 clusters Score -8953614 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -8956604.000000 Penalty: 5345.379883
	Iteration 9F: 3 clusters Score -8956604 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -8959550.000000 Penalty: 5345.379883
	Iteration 10F: 3 clusters Score -8959550 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8961412.000000 Penalty: 5345.379883
	Iteration 11F: 3 clusters Score -8961412 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8962060.000000 Penalty: 5345.379883
	Iteration 12Q: 3 clusters Score -8962060 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8962312.000000 Penalty: 5345.379883
	Iteration 13Q: 3 clusters Score -8962312 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8962427.000000 Penalty: 5345.379883
	Iteration 14Q: 3 clusters Score -8962427 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8962512.000000 Penalty: 5345.379883
	Iteration 15Q: 3 clusters Score -8962512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8962592.000000 Penalty: 5345.379883
	Iteration 16Q: 3 clusters Score -8962592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8962628.000000 Penalty: 5345.379883
	Iteration 17Q: 3 clusters Score -8962628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8962638.000000 Penalty: 5345.379883
	Iteration 18Q: 3 clusters Score -8962638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8962647.000000 Penalty: 5345.379883
	Iteration 19Q: 3 clusters Score -8962647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8962647.000000 Penalty: 5345.379883
	Iteration 20F: 3 clusters Score -8962647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8962661.000000 Penalty: 5345.379883
	Iteration 21Q: 3 clusters Score -8962661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8962659.000000 Penalty: 5345.379883
	Iteration 22Q: 3 clusters Score -8962659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8962659.000000 Penalty: 5345.379883
	Iteration 23F: 3 clusters Score -8962659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46868 members 
Mstep: Class 2 contains 45281 members 
Mstep: Class 3 contains 49541 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22517 members 
Mstep: Class 9 contains 1030 members 
Mstep: Class 10 contains 46344 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57365 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 53109 members 
Mstep: Class 15 contains 45015 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30233 members 
Mstep: Class 18 contains 43610 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26447 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 48661 members 
Mstep: Class 23 contains 5834 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4437 members 
Mstep: Class 26 contains 49867 members 
Mstep: Class 27 contains 5653 members 
Mstep: Class 28 contains 50542 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134304.000000 Penalty: 100613.093750
Iteration 199Q: 31 clusters Score -1.371343e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 45328 members 
Mstep: Class 3 contains 49571 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22495 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46328 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57350 members 
Mstep: Class 13 contains 6854 members 
Mstep: Class 14 contains 53104 members 
Mstep: Class 15 contains 45068 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30208 members 
Mstep: Class 18 contains 43646 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26445 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 48660 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4438 members 
Mstep: Class 26 contains 49781 members 
Mstep: Class 27 contains 5654 members 
Mstep: Class 28 contains 50535 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134864.000000 Penalty: 100613.093750
Iteration 200F: 31 clusters Score -1.371349e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 45363 members 
Mstep: Class 3 contains 49627 members 
Mstep: Class 4 contains 45018 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22479 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46315 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57333 members 
Mstep: Class 13 contains 6858 members 
Mstep: Class 14 contains 53045 members 
Mstep: Class 15 contains 45107 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30180 members 
Mstep: Class 18 contains 43660 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26442 members 
Mstep: Class 21 contains 5549 members 
Mstep: Class 22 contains 48657 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4442 members 
Mstep: Class 26 contains 49729 members 
Mstep: Class 27 contains 5658 members 
Mstep: Class 28 contains 50545 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135104.000000 Penalty: 100613.093750
Iteration 201Q: 31 clusters Score -1.371351e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 45421 members 
Mstep: Class 3 contains 49668 members 
Mstep: Class 4 contains 44993 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22468 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46271 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57338 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 52967 members 
Mstep: Class 15 contains 45142 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 30146 members 
Mstep: Class 18 contains 43677 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26437 members 
Mstep: Class 21 contains 5559 members 
Mstep: Class 22 contains 48649 members 
Mstep: Class 23 contains 5838 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4443 members 
Mstep: Class 26 contains 49708 members 
Mstep: Class 27 contains 5660 members 
Mstep: Class 28 contains 50572 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135280.000000 Penalty: 100613.093750
Iteration 202Q: 31 clusters Score -1.371353e+08 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 45457 members 
Mstep: Class 3 contains 49640 members 
Mstep: Class 4 contains 44979 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22454 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46261 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57366 members 
Mstep: Class 13 contains 6862 members 
Mstep: Class 14 contains 52913 members 
Mstep: Class 15 contains 45179 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 30113 members 
Mstep: Class 18 contains 43698 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26431 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 48655 members 
Mstep: Class 23 contains 5842 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4444 members 
Mstep: Class 26 contains 49712 members 
Mstep: Class 27 contains 5661 members 
Mstep: Class 28 contains 50561 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135200.000000 Penalty: 100613.093750
Iteration 203Q: 31 clusters Score -1.371352e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 45460 members 
Mstep: Class 3 contains 49648 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22429 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46300 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57404 members 
Mstep: Class 13 contains 6863 members 
Mstep: Class 14 contains 52849 members 
Mstep: Class 15 contains 45188 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 30084 members 
Mstep: Class 18 contains 43701 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 48648 members 
Mstep: Class 23 contains 5845 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4444 members 
Mstep: Class 26 contains 49729 members 
Mstep: Class 27 contains 5664 members 
Mstep: Class 28 contains 50564 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135408.000000 Penalty: 100613.093750
Iteration 204Q: 31 clusters Score -1.371354e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 45437 members 
Mstep: Class 3 contains 49659 members 
Mstep: Class 4 contains 44904 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46312 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57422 members 
Mstep: Class 13 contains 6871 members 
Mstep: Class 14 contains 52841 members 
Mstep: Class 15 contains 45200 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 30034 members 
Mstep: Class 18 contains 43710 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26441 members 
Mstep: Class 21 contains 5574 members 
Mstep: Class 22 contains 48646 members 
Mstep: Class 23 contains 5845 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4446 members 
Mstep: Class 26 contains 49752 members 
Mstep: Class 27 contains 5674 members 
Mstep: Class 28 contains 50581 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135120.000000 Penalty: 100613.093750
Iteration 205Q: 31 clusters Score -1.371351e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 45396 members 
Mstep: Class 3 contains 49661 members 
Mstep: Class 4 contains 44871 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22370 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46329 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57457 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 52875 members 
Mstep: Class 15 contains 45215 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 29988 members 
Mstep: Class 18 contains 43722 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26437 members 
Mstep: Class 21 contains 5583 members 
Mstep: Class 22 contains 48629 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4447 members 
Mstep: Class 26 contains 49778 members 
Mstep: Class 27 contains 5682 members 
Mstep: Class 28 contains 50582 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135120.000000 Penalty: 100613.093750
Iteration 206Q: 31 clusters Score -1.371351e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 45363 members 
Mstep: Class 3 contains 49652 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1097 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22355 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46331 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57479 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 45239 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 29943 members 
Mstep: Class 18 contains 43736 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26434 members 
Mstep: Class 21 contains 5584 members 
Mstep: Class 22 contains 48616 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 49788 members 
Mstep: Class 27 contains 5691 members 
Mstep: Class 28 contains 50574 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135088.000000 Penalty: 100613.093750
Iteration 207Q: 31 clusters Score -1.371351e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 45361 members 
Mstep: Class 3 contains 49638 members 
Mstep: Class 4 contains 44817 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22349 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46344 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57489 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 52949 members 
Mstep: Class 15 contains 45259 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 29901 members 
Mstep: Class 18 contains 43760 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26432 members 
Mstep: Class 21 contains 5590 members 
Mstep: Class 22 contains 48593 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4452 members 
Mstep: Class 26 contains 49782 members 
Mstep: Class 27 contains 5697 members 
Mstep: Class 28 contains 50573 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135056.000000 Penalty: 100613.093750
Iteration 208Q: 31 clusters Score -1.371351e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 45350 members 
Mstep: Class 3 contains 49630 members 
Mstep: Class 4 contains 44802 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22343 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46361 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57504 members 
Mstep: Class 13 contains 6873 members 
Mstep: Class 14 contains 52993 members 
Mstep: Class 15 contains 45282 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 29864 members 
Mstep: Class 18 contains 43779 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26428 members 
Mstep: Class 21 contains 5588 members 
Mstep: Class 22 contains 48559 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4455 members 
Mstep: Class 26 contains 49764 members 
Mstep: Class 27 contains 5705 members 
Mstep: Class 28 contains 50559 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135360.000000 Penalty: 100613.093750
Iteration 209Q: 31 clusters Score -1.371354e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 45356 members 
Mstep: Class 3 contains 49631 members 
Mstep: Class 4 contains 44808 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22329 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46380 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57529 members 
Mstep: Class 13 contains 6877 members 
Mstep: Class 14 contains 53059 members 
Mstep: Class 15 contains 45273 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 29807 members 
Mstep: Class 18 contains 43791 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26419 members 
Mstep: Class 21 contains 5595 members 
Mstep: Class 22 contains 48545 members 
Mstep: Class 23 contains 5862 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4458 members 
Mstep: Class 26 contains 49740 members 
Mstep: Class 27 contains 5712 members 
Mstep: Class 28 contains 50518 members 
Mstep: Class 29 contains 680 members 
Mstep: Class 30 contains 47956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135600.000000 Penalty: 100613.093750
Iteration 210Q: 31 clusters Score -1.371356e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 45347 members 
Mstep: Class 3 contains 49619 members 
Mstep: Class 4 contains 44802 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22317 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46426 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57552 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 53079 members 
Mstep: Class 15 contains 45273 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 29756 members 
Mstep: Class 18 contains 43811 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26413 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 48533 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 49731 members 
Mstep: Class 27 contains 5723 members 
Mstep: Class 28 contains 50507 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135568.000000 Penalty: 100613.093750
Iteration 211Q: 31 clusters Score -1.371356e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 45332 members 
Mstep: Class 3 contains 49632 members 
Mstep: Class 4 contains 44791 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22310 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46476 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57568 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 53105 members 
Mstep: Class 15 contains 45258 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 29705 members 
Mstep: Class 18 contains 43838 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26415 members 
Mstep: Class 21 contains 5604 members 
Mstep: Class 22 contains 48514 members 
Mstep: Class 23 contains 5864 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 49695 members 
Mstep: Class 27 contains 5730 members 
Mstep: Class 28 contains 50502 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135424.000000 Penalty: 100613.093750
Iteration 212Q: 31 clusters Score -1.371354e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 45315 members 
Mstep: Class 3 contains 49669 members 
Mstep: Class 4 contains 44773 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22292 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46539 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57590 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 53101 members 
Mstep: Class 15 contains 45249 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 29659 members 
Mstep: Class 18 contains 43860 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26417 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 48492 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 49657 members 
Mstep: Class 27 contains 5729 members 
Mstep: Class 28 contains 50506 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135312.000000 Penalty: 100613.093750
Iteration 213Q: 31 clusters Score -1.371353e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 45323 members 
Mstep: Class 3 contains 49692 members 
Mstep: Class 4 contains 44759 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1095 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22271 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46573 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57617 members 
Mstep: Class 13 contains 6898 members 
Mstep: Class 14 contains 53086 members 
Mstep: Class 15 contains 45229 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 29619 members 
Mstep: Class 18 contains 43892 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26415 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 48466 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 49646 members 
Mstep: Class 27 contains 5730 members 
Mstep: Class 28 contains 50495 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135120.000000 Penalty: 100613.093750
Iteration 214Q: 31 clusters Score -1.371351e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 45311 members 
Mstep: Class 3 contains 49699 members 
Mstep: Class 4 contains 44751 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22259 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46592 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57633 members 
Mstep: Class 13 contains 6902 members 
Mstep: Class 14 contains 53093 members 
Mstep: Class 15 contains 45218 members 
Mstep: Class 16 contains 1630 members 
Mstep: Class 17 contains 29581 members 
Mstep: Class 18 contains 43920 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26416 members 
Mstep: Class 21 contains 5616 members 
Mstep: Class 22 contains 48447 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 49632 members 
Mstep: Class 27 contains 5739 members 
Mstep: Class 28 contains 50496 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135344.000000 Penalty: 100613.093750
Iteration 215Q: 31 clusters Score -1.371353e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 45315 members 
Mstep: Class 3 contains 49695 members 
Mstep: Class 4 contains 44738 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22240 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46591 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57635 members 
Mstep: Class 13 contains 6906 members 
Mstep: Class 14 contains 53086 members 
Mstep: Class 15 contains 45221 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 17 contains 29550 members 
Mstep: Class 18 contains 43938 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26420 members 
Mstep: Class 21 contains 5624 members 
Mstep: Class 22 contains 48440 members 
Mstep: Class 23 contains 5875 members 
Mstep: Class 24 contains 2377 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 49636 members 
Mstep: Class 27 contains 5741 members 
Mstep: Class 28 contains 50507 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135568.000000 Penalty: 100613.093750
Iteration 216Q: 31 clusters Score -1.371356e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 45309 members 
Mstep: Class 3 contains 49726 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22228 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57638 members 
Mstep: Class 13 contains 6910 members 
Mstep: Class 14 contains 53070 members 
Mstep: Class 15 contains 45194 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 17 contains 29524 members 
Mstep: Class 18 contains 43963 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26425 members 
Mstep: Class 21 contains 5624 members 
Mstep: Class 22 contains 48431 members 
Mstep: Class 23 contains 5882 members 
Mstep: Class 24 contains 2376 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 49631 members 
Mstep: Class 27 contains 5745 members 
Mstep: Class 28 contains 50524 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135360.000000 Penalty: 100613.093750
Iteration 217Q: 31 clusters Score -1.371354e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 45325 members 
Mstep: Class 3 contains 49739 members 
Mstep: Class 4 contains 44679 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57664 members 
Mstep: Class 13 contains 6911 members 
Mstep: Class 14 contains 53051 members 
Mstep: Class 15 contains 45166 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 17 contains 29499 members 
Mstep: Class 18 contains 43987 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26422 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 48441 members 
Mstep: Class 23 contains 5885 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 49624 members 
Mstep: Class 27 contains 5742 members 
Mstep: Class 28 contains 50537 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135424.000000 Penalty: 100613.093750
Iteration 218Q: 31 clusters Score -1.371354e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 45368 members 
Mstep: Class 3 contains 49781 members 
Mstep: Class 4 contains 44645 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22206 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46562 members 
Mstep: Class 11 contains 1176 members 
Mstep: Class 12 contains 57682 members 
Mstep: Class 13 contains 6917 members 
Mstep: Class 14 contains 53035 members 
Mstep: Class 15 contains 45156 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 29471 members 
Mstep: Class 18 contains 43996 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26429 members 
Mstep: Class 21 contains 5630 members 
Mstep: Class 22 contains 48440 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 49614 members 
Mstep: Class 27 contains 5743 members 
Mstep: Class 28 contains 50543 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135344.000000 Penalty: 100613.093750
Iteration 219Q: 31 clusters Score -1.371353e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 45402 members 
Mstep: Class 3 contains 49830 members 
Mstep: Class 4 contains 44642 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22202 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46536 members 
Mstep: Class 11 contains 1175 members 
Mstep: Class 12 contains 57693 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 15 contains 45133 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 29454 members 
Mstep: Class 18 contains 43999 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26429 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 48442 members 
Mstep: Class 23 contains 5887 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4471 members 
Mstep: Class 26 contains 49591 members 
Mstep: Class 27 contains 5747 members 
Mstep: Class 28 contains 50548 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135264.000000 Penalty: 100613.093750
Iteration 220F: 31 clusters Score -1.371353e+08 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 45496 members 
Mstep: Class 3 contains 49857 members 
Mstep: Class 4 contains 44606 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1094 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22198 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46509 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57690 members 
Mstep: Class 13 contains 6922 members 
Mstep: Class 14 contains 52996 members 
Mstep: Class 15 contains 45119 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 29423 members 
Mstep: Class 18 contains 44004 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26438 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 48453 members 
Mstep: Class 23 contains 5888 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4472 members 
Mstep: Class 26 contains 49566 members 
Mstep: Class 27 contains 5750 members 
Mstep: Class 28 contains 50543 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135648.000000 Penalty: 100613.093750
Iteration 221Q: 31 clusters Score -1.371356e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 45602 members 
Mstep: Class 3 contains 49869 members 
Mstep: Class 4 contains 44591 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22187 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46481 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57712 members 
Mstep: Class 13 contains 6923 members 
Mstep: Class 14 contains 52949 members 
Mstep: Class 15 contains 45111 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 29394 members 
Mstep: Class 18 contains 44014 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26443 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 48456 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4473 members 
Mstep: Class 26 contains 49540 members 
Mstep: Class 27 contains 5756 members 
Mstep: Class 28 contains 50526 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135920.000000 Penalty: 100613.093750
Iteration 222Q: 31 clusters Score -1.371359e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 45698 members 
Mstep: Class 3 contains 49849 members 
Mstep: Class 4 contains 44575 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1092 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22191 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46456 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57707 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 52907 members 
Mstep: Class 15 contains 45108 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 29372 members 
Mstep: Class 18 contains 44033 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26452 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 48461 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 49494 members 
Mstep: Class 27 contains 5757 members 
Mstep: Class 28 contains 50521 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136032.000000 Penalty: 100613.093750
Iteration 223Q: 31 clusters Score -1.37136e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 45744 members 
Mstep: Class 3 contains 49856 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46443 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57732 members 
Mstep: Class 13 contains 6928 members 
Mstep: Class 14 contains 52865 members 
Mstep: Class 15 contains 45131 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 29338 members 
Mstep: Class 18 contains 44058 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26464 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 48470 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 49445 members 
Mstep: Class 27 contains 5758 members 
Mstep: Class 28 contains 50499 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136032.000000 Penalty: 100613.093750
Iteration 224Q: 31 clusters Score -1.37136e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 45809 members 
Mstep: Class 3 contains 49884 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22201 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46420 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57732 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 52797 members 
Mstep: Class 15 contains 45142 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 29311 members 
Mstep: Class 18 contains 44075 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26471 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 48474 members 
Mstep: Class 23 contains 5887 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 26 contains 49444 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50474 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136272.000000 Penalty: 100613.093750
Iteration 225Q: 31 clusters Score -1.371363e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 45893 members 
Mstep: Class 3 contains 49912 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22196 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46410 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57730 members 
Mstep: Class 13 contains 6944 members 
Mstep: Class 14 contains 52767 members 
Mstep: Class 15 contains 45161 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 29271 members 
Mstep: Class 18 contains 44079 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 48483 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4481 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 50437 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136144.000000 Penalty: 100613.093750
Iteration 226Q: 31 clusters Score -1.371361e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 45950 members 
Mstep: Class 3 contains 49917 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22198 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46390 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57704 members 
Mstep: Class 13 contains 6948 members 
Mstep: Class 14 contains 52732 members 
Mstep: Class 15 contains 45180 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 29249 members 
Mstep: Class 18 contains 44086 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26473 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 48498 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4485 members 
Mstep: Class 26 contains 49480 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 50402 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136400.000000 Penalty: 100613.093750
Iteration 227Q: 31 clusters Score -1.371364e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 46004 members 
Mstep: Class 3 contains 49928 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22200 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57704 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 52718 members 
Mstep: Class 15 contains 45216 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 29226 members 
Mstep: Class 18 contains 44092 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5653 members 
Mstep: Class 22 contains 48511 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 26 contains 49485 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50361 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136400.000000 Penalty: 100613.093750
Iteration 228Q: 31 clusters Score -1.371364e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 46049 members 
Mstep: Class 3 contains 49956 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22197 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46416 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57696 members 
Mstep: Class 13 contains 6953 members 
Mstep: Class 14 contains 52661 members 
Mstep: Class 15 contains 45251 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 29202 members 
Mstep: Class 18 contains 44095 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26478 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 48517 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 49474 members 
Mstep: Class 27 contains 5760 members 
Mstep: Class 28 contains 50339 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136432.000000 Penalty: 100613.093750
Iteration 229Q: 31 clusters Score -1.371364e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 46069 members 
Mstep: Class 3 contains 49989 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22193 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46441 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57667 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 52613 members 
Mstep: Class 15 contains 45286 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 29172 members 
Mstep: Class 18 contains 44105 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26481 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 48515 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 49457 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50340 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136688.000000 Penalty: 100613.093750
Iteration 230Q: 31 clusters Score -1.371367e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 46063 members 
Mstep: Class 3 contains 50000 members 
Mstep: Class 4 contains 44510 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22187 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46459 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57651 members 
Mstep: Class 13 contains 6955 members 
Mstep: Class 14 contains 52580 members 
Mstep: Class 15 contains 45324 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 29146 members 
Mstep: Class 18 contains 44114 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26484 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 48515 members 
Mstep: Class 23 contains 5874 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 49487 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 50334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136704.000000 Penalty: 100613.093750
Iteration 231Q: 31 clusters Score -1.371367e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 46074 members 
Mstep: Class 3 contains 50030 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22182 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46479 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57631 members 
Mstep: Class 13 contains 6964 members 
Mstep: Class 14 contains 52576 members 
Mstep: Class 15 contains 45371 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 29112 members 
Mstep: Class 18 contains 44122 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26481 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 48512 members 
Mstep: Class 23 contains 5872 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 49518 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 50279 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136784.000000 Penalty: 100613.093750
Iteration 232Q: 31 clusters Score -1.371368e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 46069 members 
Mstep: Class 3 contains 50018 members 
Mstep: Class 4 contains 44464 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22177 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46538 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57640 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 52625 members 
Mstep: Class 15 contains 45423 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 29075 members 
Mstep: Class 18 contains 44129 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26483 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 48501 members 
Mstep: Class 23 contains 5875 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 49524 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 50244 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136592.000000 Penalty: 100613.093750
Iteration 233Q: 31 clusters Score -1.371366e+08 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 46030 members 
Mstep: Class 3 contains 50022 members 
Mstep: Class 4 contains 44455 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22174 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46528 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57627 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 52675 members 
Mstep: Class 15 contains 45480 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 29049 members 
Mstep: Class 18 contains 44137 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26480 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 48491 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4492 members 
Mstep: Class 26 contains 49541 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 50236 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136912.000000 Penalty: 100613.093750
Iteration 234Q: 31 clusters Score -1.371369e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 46015 members 
Mstep: Class 3 contains 50041 members 
Mstep: Class 4 contains 44449 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22169 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46528 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57591 members 
Mstep: Class 13 contains 6977 members 
Mstep: Class 14 contains 52731 members 
Mstep: Class 15 contains 45546 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 29018 members 
Mstep: Class 18 contains 44143 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 48488 members 
Mstep: Class 23 contains 5885 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 49521 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 50218 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136720.000000 Penalty: 100613.093750
Iteration 235Q: 31 clusters Score -1.371367e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46597 members 
Mstep: Class 2 contains 46005 members 
Mstep: Class 3 contains 50066 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46549 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57544 members 
Mstep: Class 13 contains 6987 members 
Mstep: Class 14 contains 52771 members 
Mstep: Class 15 contains 45580 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 29002 members 
Mstep: Class 18 contains 44147 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 48482 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4496 members 
Mstep: Class 26 contains 49484 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50230 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136880.000000 Penalty: 100613.093750
Iteration 236Q: 31 clusters Score -1.371369e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 46038 members 
Mstep: Class 3 contains 50054 members 
Mstep: Class 4 contains 44395 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22167 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46563 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57505 members 
Mstep: Class 13 contains 6989 members 
Mstep: Class 14 contains 52807 members 
Mstep: Class 15 contains 45602 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 28975 members 
Mstep: Class 18 contains 44141 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 5698 members 
Mstep: Class 22 contains 48475 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4497 members 
Mstep: Class 26 contains 49458 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 50269 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136864.000000 Penalty: 100613.093750
Iteration 237Q: 31 clusters Score -1.371369e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 46072 members 
Mstep: Class 3 contains 50046 members 
Mstep: Class 4 contains 44383 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22159 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57480 members 
Mstep: Class 13 contains 6996 members 
Mstep: Class 14 contains 52805 members 
Mstep: Class 15 contains 45634 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 28964 members 
Mstep: Class 18 contains 44147 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 48468 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 49432 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 50306 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136864.000000 Penalty: 100613.093750
Iteration 238Q: 31 clusters Score -1.371369e+08 nChanged 1266
Entering ConstructFrom: 
Score: -137136864.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (46581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Entering Unmasked Estep 
Score: -8710574.000000 Penalty: 2665.739014
	Iteration 0F: 2 clusters Score -8710574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8680209.000000 Penalty: 5331.478027
	Iteration 0F: 3 clusters Score -8680209 nChanged 21496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8691782.000000 Penalty: 5331.478027
	Iteration 1F: 3 clusters Score -8691782 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8692492.000000 Penalty: 5331.478027
	Iteration 2Q: 3 clusters Score -8692492 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -8693530.000000 Penalty: 5331.478027
	Iteration 3Q: 3 clusters Score -8693530 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -8695141.000000 Penalty: 5331.478027
	Iteration 4F: 3 clusters Score -8695141 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -8697625.000000 Penalty: 5331.478027
	Iteration 5F: 3 clusters Score -8697625 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -8700970.000000 Penalty: 5331.478027
	Iteration 6F: 3 clusters Score -8700970 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8704484.000000 Penalty: 5331.478027
	Iteration 7F: 3 clusters Score -8704484 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -8707102.000000 Penalty: 5331.478027
	Iteration 8F: 3 clusters Score -8707102 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -8708474.000000 Penalty: 5331.478027
	Iteration 9Q: 3 clusters Score -8708474 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -8709027.000000 Penalty: 5331.478027
	Iteration 10Q: 3 clusters Score -8709027 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 5331.478027
	Iteration 11Q: 3 clusters Score -8709261 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -8709438.000000 Penalty: 5331.478027
	Iteration 12Q: 3 clusters Score -8709438 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -8709505.000000 Penalty: 5331.478027
	Iteration 13Q: 3 clusters Score -8709505 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -8709549.000000 Penalty: 5331.478027
	Iteration 14Q: 3 clusters Score -8709549 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8709574.000000 Penalty: 5331.478027
	Iteration 15Q: 3 clusters Score -8709574 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -8709579.000000 Penalty: 5331.478027
	Iteration 16Q: 3 clusters Score -8709579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8709564.000000 Penalty: 5331.478027
	Iteration 17Q: 3 clusters Score -8709564 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8709570.000000 Penalty: 5331.478027
	Iteration 18Q: 3 clusters Score -8709570 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8709578.000000 Penalty: 5331.478027
	Iteration 19Q: 3 clusters Score -8709578 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8709586.000000 Penalty: 5331.478027
	Iteration 20F: 3 clusters Score -8709586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8709577.000000 Penalty: 5331.478027
	Iteration 21Q: 3 clusters Score -8709577 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -8709624.000000 Penalty: 5331.478027
	Iteration 22Q: 3 clusters Score -8709624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8709625.000000 Penalty: 5331.478027
	Iteration 23Q: 3 clusters Score -8709625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8709626.000000 Penalty: 5331.478027
	Iteration 24Q: 3 clusters Score -8709626 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8709617.000000 Penalty: 5331.478027
	Iteration 25Q: 3 clusters Score -8709617 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8709633.000000 Penalty: 5331.478027
	Iteration 26Q: 3 clusters Score -8709633 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8709629.000000 Penalty: 5331.478027
	Iteration 27Q: 3 clusters Score -8709629 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8709626.000000 Penalty: 5331.478027
	Iteration 28Q: 3 clusters Score -8709626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8709622.000000 Penalty: 5331.478027
	Iteration 29Q: 3 clusters Score -8709622 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8709601.000000 Penalty: 5331.478027
	Iteration 30Q: 3 clusters Score -8709601 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8709603.000000 Penalty: 5331.478027
	Iteration 31Q: 3 clusters Score -8709603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8709604.000000 Penalty: 5331.478027
	Iteration 32Q: 3 clusters Score -8709604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8709604.000000 Penalty: 5331.478027
	Iteration 33Q: 3 clusters Score -8709604 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8709595.000000 Penalty: 5331.478027
	Iteration 34Q: 3 clusters Score -8709595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -8709583.000000 Penalty: 5331.478027
	Iteration 35Q: 3 clusters Score -8709583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8709579.000000 Penalty: 5331.478027
	Iteration 36Q: 3 clusters Score -8709579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8709579.000000 Penalty: 5331.478027
	Iteration 37Q: 3 clusters Score -8709579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8709573.000000 Penalty: 5331.478027
	Iteration 38Q: 3 clusters Score -8709573 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8709568.000000 Penalty: 5331.478027
	Iteration 39Q: 3 clusters Score -8709568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8709564.000000 Penalty: 5331.478027
	Iteration 40F: 3 clusters Score -8709564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44187 members 
Entering Unmasked Estep 
Score: -8709569.000000 Penalty: 5331.478027
	Iteration 41Q: 3 clusters Score -8709569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8709566.000000 Penalty: 5331.478027
	Iteration 42Q: 3 clusters Score -8709566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8709564.000000 Penalty: 5331.478027
	Iteration 43Q: 3 clusters Score -8709564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8709552.000000 Penalty: 5331.478027
	Iteration 44Q: 3 clusters Score -8709552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8709543.000000 Penalty: 5331.478027
	Iteration 45Q: 3 clusters Score -8709543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8709549.000000 Penalty: 5331.478027
	Iteration 46Q: 3 clusters Score -8709549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8709544.000000 Penalty: 5331.478027
	Iteration 47Q: 3 clusters Score -8709544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8709540.000000 Penalty: 5331.478027
	Iteration 48Q: 3 clusters Score -8709540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8709540.000000 Penalty: 5331.478027
	Iteration 49Q: 3 clusters Score -8709540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8709538.000000 Penalty: 5331.478027
	Iteration 50Q: 3 clusters Score -8709538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8709532.000000 Penalty: 5331.478027
	Iteration 51Q: 3 clusters Score -8709532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8709539.000000 Penalty: 5331.478027
	Iteration 52Q: 3 clusters Score -8709539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8709533.000000 Penalty: 5331.478027
	Iteration 53Q: 3 clusters Score -8709533 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8709531.000000 Penalty: 5331.478027
	Iteration 54Q: 3 clusters Score -8709531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8709532.000000 Penalty: 5331.478027
	Iteration 55Q: 3 clusters Score -8709532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8709524.000000 Penalty: 5331.478027
	Iteration 56Q: 3 clusters Score -8709524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8709523.000000 Penalty: 5331.478027
	Iteration 57Q: 3 clusters Score -8709523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8709523.000000 Penalty: 5331.478027
	Iteration 58Q: 3 clusters Score -8709523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8709516.000000 Penalty: 5331.478027
	Iteration 59Q: 3 clusters Score -8709516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8709518.000000 Penalty: 5331.478027
	Iteration 60F: 3 clusters Score -8709518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 44439 members 
Entering Unmasked Estep 
Score: -8709529.000000 Penalty: 5331.478027
	Iteration 61Q: 3 clusters Score -8709529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8709525.000000 Penalty: 5331.478027
	Iteration 62Q: 3 clusters Score -8709525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8709527.000000 Penalty: 5331.478027
	Iteration 63Q: 3 clusters Score -8709527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8709527.000000 Penalty: 5331.478027
	Iteration 64Q: 3 clusters Score -8709527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8709526.000000 Penalty: 5331.478027
	Iteration 65Q: 3 clusters Score -8709526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -8709528.000000 Penalty: 5331.478027
	Iteration 66Q: 3 clusters Score -8709528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8709525.000000 Penalty: 5331.478027
	Iteration 67Q: 3 clusters Score -8709525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -8709525.000000 Penalty: 5331.478027
	Iteration 68F: 3 clusters Score -8709525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Entering Unmasked Estep 
Score: -8721560.000000 Penalty: 2663.052002
	Iteration 0F: 2 clusters Score -8721560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8692108.000000 Penalty: 5326.104004
	Iteration 0F: 3 clusters Score -8692108 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8703724.000000 Penalty: 5326.104004
	Iteration 1F: 3 clusters Score -8703724 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8704335.000000 Penalty: 5326.104004
	Iteration 2Q: 3 clusters Score -8704335 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -8704948.000000 Penalty: 5326.104004
	Iteration 3Q: 3 clusters Score -8704948 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -8705824.000000 Penalty: 5326.104004
	Iteration 4Q: 3 clusters Score -8705824 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -8707201.000000 Penalty: 5326.104004
	Iteration 5F: 3 clusters Score -8707201 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -8709322.000000 Penalty: 5326.104004
	Iteration 6F: 3 clusters Score -8709322 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -8712222.000000 Penalty: 5326.104004
	Iteration 7F: 3 clusters Score -8712222 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -8715356.000000 Penalty: 5326.104004
	Iteration 8F: 3 clusters Score -8715356 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -8717486.000000 Penalty: 5326.104004
	Iteration 9F: 3 clusters Score -8717486 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8718523.000000 Penalty: 5326.104004
	Iteration 10Q: 3 clusters Score -8718523 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8718968.000000 Penalty: 5326.104004
	Iteration 11Q: 3 clusters Score -8718968 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8719232.000000 Penalty: 5326.104004
	Iteration 12Q: 3 clusters Score -8719232 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8719452.000000 Penalty: 5326.104004
	Iteration 13Q: 3 clusters Score -8719452 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8719690.000000 Penalty: 5326.104004
	Iteration 14Q: 3 clusters Score -8719690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8719895.000000 Penalty: 5326.104004
	Iteration 15Q: 3 clusters Score -8719895 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8720088.000000 Penalty: 5326.104004
	Iteration 16Q: 3 clusters Score -8720088 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -8720248.000000 Penalty: 5326.104004
	Iteration 17Q: 3 clusters Score -8720248 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8720355.000000 Penalty: 5326.104004
	Iteration 18Q: 3 clusters Score -8720355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -8720466.000000 Penalty: 5326.104004
	Iteration 19Q: 3 clusters Score -8720466 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -8720547.000000 Penalty: 5326.104004
	Iteration 20F: 3 clusters Score -8720547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -8720619.000000 Penalty: 5326.104004
	Iteration 21Q: 3 clusters Score -8720619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -8720700.000000 Penalty: 5326.104004
	Iteration 22Q: 3 clusters Score -8720700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8720809.000000 Penalty: 5326.104004
	Iteration 23Q: 3 clusters Score -8720809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -8720919.000000 Penalty: 5326.104004
	Iteration 24Q: 3 clusters Score -8720919 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -8721047.000000 Penalty: 5326.104004
	Iteration 25Q: 3 clusters Score -8721047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8721146.000000 Penalty: 5326.104004
	Iteration 26Q: 3 clusters Score -8721146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8721249.000000 Penalty: 5326.104004
	Iteration 27Q: 3 clusters Score -8721249 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -8721302.000000 Penalty: 5326.104004
	Iteration 28Q: 3 clusters Score -8721302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8721368.000000 Penalty: 5326.104004
	Iteration 29Q: 3 clusters Score -8721368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8721455.000000 Penalty: 5326.104004
	Iteration 30Q: 3 clusters Score -8721455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -8721509.000000 Penalty: 5326.104004
	Iteration 31Q: 3 clusters Score -8721509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8721568.000000 Penalty: 5326.104004
	Iteration 32Q: 3 clusters Score -8721568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -8721618.000000 Penalty: 5326.104004
	Iteration 33Q: 3 clusters Score -8721618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8721636.000000 Penalty: 5326.104004
	Iteration 34Q: 3 clusters Score -8721636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8721636.000000 Penalty: 5326.104004
	Iteration 35F: 3 clusters Score -8721636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 212 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48253 members 
Mstep: Class 31 contains 45867 members 
Entering Unmasked Estep 
Score: -137136464.000000 Penalty: 103966.859375
Splitting cluster 2 changes total score from -137136864.000000 to -137136464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (50031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50031 members 
Entering Unmasked Estep 
Score: -9436051.000000 Penalty: 2683.458740
	Iteration 0F: 2 clusters Score -9436051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -9405859.000000 Penalty: 5366.917480
	Iteration 0F: 3 clusters Score -9405859 nChanged 23070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -9418432.000000 Penalty: 5366.917480
	Iteration 1F: 3 clusters Score -9418432 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9418897.000000 Penalty: 5366.917480
	Iteration 2Q: 3 clusters Score -9418897 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -9419358.000000 Penalty: 5366.917480
	Iteration 3Q: 3 clusters Score -9419358 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -9419698.000000 Penalty: 5366.917480
	Iteration 4Q: 3 clusters Score -9419698 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -9420019.000000 Penalty: 5366.917480
	Iteration 5Q: 3 clusters Score -9420019 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -9420408.000000 Penalty: 5366.917480
	Iteration 6Q: 3 clusters Score -9420408 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -9420776.000000 Penalty: 5366.917480
	Iteration 7Q: 3 clusters Score -9420776 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -9421116.000000 Penalty: 5366.917480
	Iteration 8Q: 3 clusters Score -9421116 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -9421576.000000 Penalty: 5366.917480
	Iteration 9Q: 3 clusters Score -9421576 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -9422124.000000 Penalty: 5366.917480
	Iteration 10Q: 3 clusters Score -9422124 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -9422936.000000 Penalty: 5366.917480
	Iteration 11Q: 3 clusters Score -9422936 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -9424136.000000 Penalty: 5366.917480
	Iteration 12Q: 3 clusters Score -9424136 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -9425821.000000 Penalty: 5366.917480
	Iteration 13F: 3 clusters Score -9425821 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -9427872.000000 Penalty: 5366.917480
	Iteration 14F: 3 clusters Score -9427872 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -9430333.000000 Penalty: 5366.917480
	Iteration 15F: 3 clusters Score -9430333 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9432470.000000 Penalty: 5366.917480
	Iteration 16F: 3 clusters Score -9432470 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9433322.000000 Penalty: 5366.917480
	Iteration 17Q: 3 clusters Score -9433322 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9433608.000000 Penalty: 5366.917480
	Iteration 18Q: 3 clusters Score -9433608 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9433689.000000 Penalty: 5366.917480
	Iteration 19Q: 3 clusters Score -9433689 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9433735.000000 Penalty: 5366.917480
	Iteration 20F: 3 clusters Score -9433735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9433777.000000 Penalty: 5366.917480
	Iteration 21Q: 3 clusters Score -9433777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49788 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9433804.000000 Penalty: 5366.917480
	Iteration 22Q: 3 clusters Score -9433804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9433811.000000 Penalty: 5366.917480
	Iteration 23Q: 3 clusters Score -9433811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9433824.000000 Penalty: 5366.917480
	Iteration 24Q: 3 clusters Score -9433824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9433830.000000 Penalty: 5366.917480
	Iteration 25Q: 3 clusters Score -9433830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9433840.000000 Penalty: 5366.917480
	Iteration 26Q: 3 clusters Score -9433840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9433850.000000 Penalty: 5366.917480
	Iteration 27Q: 3 clusters Score -9433850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9433846.000000 Penalty: 5366.917480
	Iteration 28Q: 3 clusters Score -9433846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9433859.000000 Penalty: 5366.917480
	Iteration 29Q: 3 clusters Score -9433859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9433852.000000 Penalty: 5366.917480
	Iteration 30Q: 3 clusters Score -9433852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9433854.000000 Penalty: 5366.917480
	Iteration 31Q: 3 clusters Score -9433854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9433854.000000 Penalty: 5366.917480
	Iteration 32F: 3 clusters Score -9433854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Entering Unmasked Estep 
Score: -8219477.500000 Penalty: 2653.505859
	Iteration 0F: 2 clusters Score -8219478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8189834.500000 Penalty: 5307.011719
	Iteration 0F: 3 clusters Score -8189834 nChanged 20302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -8200875.000000 Penalty: 5307.011719
	Iteration 1F: 3 clusters Score -8200875 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8201330.000000 Penalty: 5307.011719
	Iteration 2Q: 3 clusters Score -8201330 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -8201763.500000 Penalty: 5307.011719
	Iteration 3Q: 3 clusters Score -8201764 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -8202216.000000 Penalty: 5307.011719
	Iteration 4Q: 3 clusters Score -8202216 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -8202714.000000 Penalty: 5307.011719
	Iteration 5Q: 3 clusters Score -8202714 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -8203307.000000 Penalty: 5307.011719
	Iteration 6Q: 3 clusters Score -8203307 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -8204177.000000 Penalty: 5307.011719
	Iteration 7Q: 3 clusters Score -8204177 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8205420.000000 Penalty: 5307.011719
	Iteration 8Q: 3 clusters Score -8205420 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -8206984.000000 Penalty: 5307.011719
	Iteration 9Q: 3 clusters Score -8206984 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -8208653.000000 Penalty: 5307.011719
	Iteration 10Q: 3 clusters Score -8208653 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -8210336.500000 Penalty: 5307.011719
	Iteration 11Q: 3 clusters Score -8210336 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -8211693.500000 Penalty: 5307.011719
	Iteration 12Q: 3 clusters Score -8211694 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -8212741.000000 Penalty: 5307.011719
	Iteration 13Q: 3 clusters Score -8212741 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8213514.500000 Penalty: 5307.011719
	Iteration 14Q: 3 clusters Score -8213514 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8214118.000000 Penalty: 5307.011719
	Iteration 15Q: 3 clusters Score -8214118 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8214431.500000 Penalty: 5307.011719
	Iteration 16Q: 3 clusters Score -8214432 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -8214661.500000 Penalty: 5307.011719
	Iteration 17Q: 3 clusters Score -8214662 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -8214874.500000 Penalty: 5307.011719
	Iteration 18Q: 3 clusters Score -8214874 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -8215084.500000 Penalty: 5307.011719
	Iteration 19Q: 3 clusters Score -8215084 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -8215295.000000 Penalty: 5307.011719
	Iteration 20F: 3 clusters Score -8215295 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -8215435.000000 Penalty: 5307.011719
	Iteration 21Q: 3 clusters Score -8215435 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -8215588.500000 Penalty: 5307.011719
	Iteration 22Q: 3 clusters Score -8215588 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -8215711.500000 Penalty: 5307.011719
	Iteration 23Q: 3 clusters Score -8215712 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -8215810.500000 Penalty: 5307.011719
	Iteration 24Q: 3 clusters Score -8215810 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -8215966.000000 Penalty: 5307.011719
	Iteration 25Q: 3 clusters Score -8215966 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8216056.000000 Penalty: 5307.011719
	Iteration 26Q: 3 clusters Score -8216056 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8216133.500000 Penalty: 5307.011719
	Iteration 27Q: 3 clusters Score -8216134 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8216208.000000 Penalty: 5307.011719
	Iteration 28Q: 3 clusters Score -8216208 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38523 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8216309.500000 Penalty: 5307.011719
	Iteration 29Q: 3 clusters Score -8216310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -8216359.500000 Penalty: 5307.011719
	Iteration 30Q: 3 clusters Score -8216360 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -8216410.500000 Penalty: 5307.011719
	Iteration 31Q: 3 clusters Score -8216410 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8216469.500000 Penalty: 5307.011719
	Iteration 32Q: 3 clusters Score -8216470 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -8216530.000000 Penalty: 5307.011719
	Iteration 33Q: 3 clusters Score -8216530 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8216555.000000 Penalty: 5307.011719
	Iteration 34Q: 3 clusters Score -8216555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8216606.500000 Penalty: 5307.011719
	Iteration 35Q: 3 clusters Score -8216606 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8216635.500000 Penalty: 5307.011719
	Iteration 36Q: 3 clusters Score -8216636 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8216655.500000 Penalty: 5307.011719
	Iteration 37Q: 3 clusters Score -8216656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8216659.500000 Penalty: 5307.011719
	Iteration 38Q: 3 clusters Score -8216660 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8216697.000000 Penalty: 5307.011719
	Iteration 39Q: 3 clusters Score -8216697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8216708.000000 Penalty: 5307.011719
	Iteration 40F: 3 clusters Score -8216708 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8216716.500000 Penalty: 5307.011719
	Iteration 41Q: 3 clusters Score -8216716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8216732.000000 Penalty: 5307.011719
	Iteration 42Q: 3 clusters Score -8216732 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -8216750.000000 Penalty: 5307.011719
	Iteration 43Q: 3 clusters Score -8216750 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -8216765.000000 Penalty: 5307.011719
	Iteration 44Q: 3 clusters Score -8216765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8216778.500000 Penalty: 5307.011719
	Iteration 45Q: 3 clusters Score -8216778 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8216786.500000 Penalty: 5307.011719
	Iteration 46Q: 3 clusters Score -8216786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -8216825.000000 Penalty: 5307.011719
	Iteration 47Q: 3 clusters Score -8216825 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8216828.500000 Penalty: 5307.011719
	Iteration 48Q: 3 clusters Score -8216828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8216844.000000 Penalty: 5307.011719
	Iteration 49Q: 3 clusters Score -8216844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8216822.000000 Penalty: 5307.011719
	Iteration 50Q: 3 clusters Score -8216822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8216829.000000 Penalty: 5307.011719
	Iteration 51Q: 3 clusters Score -8216829 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8216843.000000 Penalty: 5307.011719
	Iteration 52Q: 3 clusters Score -8216843 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8216859.000000 Penalty: 5307.011719
	Iteration 53Q: 3 clusters Score -8216859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8216870.000000 Penalty: 5307.011719
	Iteration 54Q: 3 clusters Score -8216870 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8216868.500000 Penalty: 5307.011719
	Iteration 55Q: 3 clusters Score -8216868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8216872.500000 Penalty: 5307.011719
	Iteration 56Q: 3 clusters Score -8216872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8216888.000000 Penalty: 5307.011719
	Iteration 57Q: 3 clusters Score -8216888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8216903.000000 Penalty: 5307.011719
	Iteration 58Q: 3 clusters Score -8216903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8216913.000000 Penalty: 5307.011719
	Iteration 59Q: 3 clusters Score -8216913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8216934.500000 Penalty: 5307.011719
	Iteration 60F: 3 clusters Score -8216934 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8216921.000000 Penalty: 5307.011719
	Iteration 61Q: 3 clusters Score -8216921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -8216948.000000 Penalty: 5307.011719
	Iteration 62Q: 3 clusters Score -8216948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8216949.000000 Penalty: 5307.011719
	Iteration 63Q: 3 clusters Score -8216949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8216944.500000 Penalty: 5307.011719
	Iteration 64Q: 3 clusters Score -8216944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8216960.000000 Penalty: 5307.011719
	Iteration 65Q: 3 clusters Score -8216960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8216958.500000 Penalty: 5307.011719
	Iteration 66Q: 3 clusters Score -8216958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -8216960.500000 Penalty: 5307.011719
	Iteration 67Q: 3 clusters Score -8216960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8216958.500000 Penalty: 5307.011719
	Iteration 68Q: 3 clusters Score -8216958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8216976.000000 Penalty: 5307.011719
	Iteration 69Q: 3 clusters Score -8216976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8216975.500000 Penalty: 5307.011719
	Iteration 70Q: 3 clusters Score -8216976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -8216981.000000 Penalty: 5307.011719
	Iteration 71Q: 3 clusters Score -8216981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8216973.500000 Penalty: 5307.011719
	Iteration 72Q: 3 clusters Score -8216974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8216970.500000 Penalty: 5307.011719
	Iteration 73Q: 3 clusters Score -8216970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8216983.500000 Penalty: 5307.011719
	Iteration 74Q: 3 clusters Score -8216984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8216992.000000 Penalty: 5307.011719
	Iteration 75Q: 3 clusters Score -8216992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8216995.000000 Penalty: 5307.011719
	Iteration 76Q: 3 clusters Score -8216995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8216997.000000 Penalty: 5307.011719
	Iteration 77Q: 3 clusters Score -8216997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -8216995.000000 Penalty: 5307.011719
	Iteration 78Q: 3 clusters Score -8216995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8216997.000000 Penalty: 5307.011719
	Iteration 79Q: 3 clusters Score -8216997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8217003.000000 Penalty: 5307.011719
	Iteration 80F: 3 clusters Score -8217003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8216997.000000 Penalty: 5307.011719
	Iteration 81Q: 3 clusters Score -8216997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8217003.500000 Penalty: 5307.011719
	Iteration 82Q: 3 clusters Score -8217004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8217000.000000 Penalty: 5307.011719
	Iteration 83Q: 3 clusters Score -8217000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8217005.000000 Penalty: 5307.011719
	Iteration 84Q: 3 clusters Score -8217005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8217011.500000 Penalty: 5307.011719
	Iteration 85Q: 3 clusters Score -8217012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8217014.500000 Penalty: 5307.011719
	Iteration 86Q: 3 clusters Score -8217014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8217013.500000 Penalty: 5307.011719
	Iteration 87Q: 3 clusters Score -8217014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8217028.000000 Penalty: 5307.011719
	Iteration 88Q: 3 clusters Score -8217028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8217034.500000 Penalty: 5307.011719
	Iteration 89Q: 3 clusters Score -8217034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8217038.000000 Penalty: 5307.011719
	Iteration 90Q: 3 clusters Score -8217038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8217047.000000 Penalty: 5307.011719
	Iteration 91Q: 3 clusters Score -8217047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8217056.000000 Penalty: 5307.011719
	Iteration 92Q: 3 clusters Score -8217056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8217062.000000 Penalty: 5307.011719
	Iteration 93Q: 3 clusters Score -8217062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8217064.000000 Penalty: 5307.011719
	Iteration 94Q: 3 clusters Score -8217064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8217053.000000 Penalty: 5307.011719
	Iteration 95Q: 3 clusters Score -8217053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8217060.500000 Penalty: 5307.011719
	Iteration 96Q: 3 clusters Score -8217060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8217061.500000 Penalty: 5307.011719
	Iteration 97Q: 3 clusters Score -8217062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8217071.500000 Penalty: 5307.011719
	Iteration 98Q: 3 clusters Score -8217072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8217072.500000 Penalty: 5307.011719
	Iteration 99Q: 3 clusters Score -8217072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8217084.000000 Penalty: 5307.011719
	Iteration 100F: 3 clusters Score -8217084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8217098.000000 Penalty: 5307.011719
	Iteration 101Q: 3 clusters Score -8217098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8217100.000000 Penalty: 5307.011719
	Iteration 102Q: 3 clusters Score -8217100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8217117.500000 Penalty: 5307.011719
	Iteration 103Q: 3 clusters Score -8217118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8217102.000000 Penalty: 5307.011719
	Iteration 104Q: 3 clusters Score -8217102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8217112.000000 Penalty: 5307.011719
	Iteration 105Q: 3 clusters Score -8217112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8217109.500000 Penalty: 5307.011719
	Iteration 106Q: 3 clusters Score -8217110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8217108.500000 Penalty: 5307.011719
	Iteration 107Q: 3 clusters Score -8217108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8217112.500000 Penalty: 5307.011719
	Iteration 108Q: 3 clusters Score -8217112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8217111.500000 Penalty: 5307.011719
	Iteration 109Q: 3 clusters Score -8217112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8217117.500000 Penalty: 5307.011719
	Iteration 110Q: 3 clusters Score -8217118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8217117.500000 Penalty: 5307.011719
	Iteration 111F: 3 clusters Score -8217118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110951.468750 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110951.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -111547.804688 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111547.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -111883.375000 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111883.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112160.234375 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -112160.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -112325.195312 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -112325.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112458.000000 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -112458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112565.937500 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112565.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -112611.593750 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112627.414062 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112632.867188 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112637.414062 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112637.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -112660.210938 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112660.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112678.398438 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112683.679688 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112683.679688 Penalty: 3305.546875
	Iteration 14F: 3 clusters Score -112683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46079 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48253 members 
Mstep: Class 31 contains 384 members 
Entering Unmasked Estep 
Score: -137135440.000000 Penalty: 103966.859375
Splitting cluster 5 changes total score from -137136864.000000 to -137135440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -192901.781250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -192901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -190891.859375 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -190891.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -191259.796875 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -191259.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -191396.781250 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -191396.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -191468.781250 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -191468.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -191553.046875 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -191553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -191629.828125 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -191629.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -191680.093750 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -191680.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -191729.593750 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -191729.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -191799.406250 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -191799.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -191851.828125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -191851.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -191895.500000 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -191895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -191945.187500 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -191945.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -192003.281250 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -192003.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -192071.609375 Penalty: 3469.445801
	Iteration 13Q: 3 clusters Score -192071.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -192131.671875 Penalty: 3469.445801
	Iteration 14Q: 3 clusters Score -192131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -192190.343750 Penalty: 3469.445801
	Iteration 15Q: 3 clusters Score -192190.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -192253.968750 Penalty: 3469.445801
	Iteration 16Q: 3 clusters Score -192254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -192324.593750 Penalty: 3469.445801
	Iteration 17Q: 3 clusters Score -192324.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -192377.703125 Penalty: 3469.445801
	Iteration 18Q: 3 clusters Score -192377.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -192457.640625 Penalty: 3469.445801
	Iteration 19Q: 3 clusters Score -192457.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -192562.296875 Penalty: 3469.445801
	Iteration 20F: 3 clusters Score -192562.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -192680.765625 Penalty: 3469.445801
	Iteration 21Q: 3 clusters Score -192680.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -192788.250000 Penalty: 3469.445801
	Iteration 22Q: 3 clusters Score -192788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -192839.531250 Penalty: 3469.445801
	Iteration 23Q: 3 clusters Score -192839.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -192884.265625 Penalty: 3469.445801
	Iteration 24Q: 3 clusters Score -192884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -192922.046875 Penalty: 3469.445801
	Iteration 25Q: 3 clusters Score -192922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -192988.656250 Penalty: 3469.445801
	Iteration 26Q: 3 clusters Score -192988.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -193085.765625 Penalty: 3469.445801
	Iteration 27Q: 3 clusters Score -193085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -193122.921875 Penalty: 3469.445801
	Iteration 28Q: 3 clusters Score -193122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -193138.125000 Penalty: 3469.445801
	Iteration 29Q: 3 clusters Score -193138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -193141.281250 Penalty: 3469.445801
	Iteration 30Q: 3 clusters Score -193141.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -193147.640625 Penalty: 3469.445801
	Iteration 31Q: 3 clusters Score -193147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193148.609375 Penalty: 3469.445801
	Iteration 32Q: 3 clusters Score -193148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -193148.609375 Penalty: 3469.445801
	Iteration 33F: 3 clusters Score -193148.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46079 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 648 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48253 members 
Mstep: Class 31 contains 443 members 
Entering Unmasked Estep 
Score: -137135584.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137136864.000000 to -137135584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 376 members 
Entering Unmasked Estep 
Score: -87332.945312 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87332.95 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87926.921875 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87926.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88161.820312 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88161.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -88297.085938 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88297.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -88418.976562 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88418.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88513.726562 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88513.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88549.429688 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88549.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88564.132812 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88564.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -88577.492188 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88577.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -88587.476562 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88587.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88595.820312 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88595.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88602.234375 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88602.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88602.234375 Penalty: 3268.789307
	Iteration 12F: 3 clusters Score -88602.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Entering Unmasked Estep 
Score: -4143050.000000 Penalty: 2481.465332
	Iteration 0F: 2 clusters Score -4143050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -4127475.250000 Penalty: 4962.930664
	Iteration 0F: 3 clusters Score -4127475 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -4132738.750000 Penalty: 4962.930664
	Iteration 1F: 3 clusters Score -4132739 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4133164.750000 Penalty: 4962.930664
	Iteration 2F: 3 clusters Score -4133165 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -4133508.250000 Penalty: 4962.930664
	Iteration 3Q: 3 clusters Score -4133508 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4133800.250000 Penalty: 4962.930664
	Iteration 4Q: 3 clusters Score -4133800 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -4134054.750000 Penalty: 4962.930664
	Iteration 5Q: 3 clusters Score -4134055 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4134284.750000 Penalty: 4962.930664
	Iteration 6Q: 3 clusters Score -4134285 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -4134555.500000 Penalty: 4962.930664
	Iteration 7Q: 3 clusters Score -4134556 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -4134845.000000 Penalty: 4962.930664
	Iteration 8Q: 3 clusters Score -4134845 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4135220.250000 Penalty: 4962.930664
	Iteration 9Q: 3 clusters Score -4135220 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -4135669.750000 Penalty: 4962.930664
	Iteration 10Q: 3 clusters Score -4135670 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4136280.000000 Penalty: 4962.930664
	Iteration 11Q: 3 clusters Score -4136280 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -4137048.750000 Penalty: 4962.930664
	Iteration 12F: 3 clusters Score -4137049 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -4137858.500000 Penalty: 4962.930664
	Iteration 13F: 3 clusters Score -4137858 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -4138645.500000 Penalty: 4962.930664
	Iteration 14Q: 3 clusters Score -4138646 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4139367.750000 Penalty: 4962.930664
	Iteration 15Q: 3 clusters Score -4139368 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -4139907.750000 Penalty: 4962.930664
	Iteration 16Q: 3 clusters Score -4139908 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4140247.500000 Penalty: 4962.930664
	Iteration 17Q: 3 clusters Score -4140248 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -4140484.500000 Penalty: 4962.930664
	Iteration 18Q: 3 clusters Score -4140484 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -4140620.750000 Penalty: 4962.930664
	Iteration 19Q: 3 clusters Score -4140621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4140697.750000 Penalty: 4962.930664
	Iteration 20F: 3 clusters Score -4140698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -4140758.500000 Penalty: 4962.930664
	Iteration 21Q: 3 clusters Score -4140758 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4140796.750000 Penalty: 4962.930664
	Iteration 22Q: 3 clusters Score -4140797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -4140839.000000 Penalty: 4962.930664
	Iteration 23Q: 3 clusters Score -4140839 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4140865.500000 Penalty: 4962.930664
	Iteration 24Q: 3 clusters Score -4140866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -4140891.000000 Penalty: 4962.930664
	Iteration 25Q: 3 clusters Score -4140891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4140918.500000 Penalty: 4962.930664
	Iteration 26Q: 3 clusters Score -4140918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4140929.750000 Penalty: 4962.930664
	Iteration 27Q: 3 clusters Score -4140930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -4140939.250000 Penalty: 4962.930664
	Iteration 28Q: 3 clusters Score -4140939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4140945.750000 Penalty: 4962.930664
	Iteration 29Q: 3 clusters Score -4140946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4140953.000000 Penalty: 4962.930664
	Iteration 30Q: 3 clusters Score -4140953 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4140970.750000 Penalty: 4962.930664
	Iteration 31Q: 3 clusters Score -4140971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4140974.750000 Penalty: 4962.930664
	Iteration 32Q: 3 clusters Score -4140975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -4140982.500000 Penalty: 4962.930664
	Iteration 33Q: 3 clusters Score -4140982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4140991.750000 Penalty: 4962.930664
	Iteration 34Q: 3 clusters Score -4140992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -4140990.750000 Penalty: 4962.930664
	Iteration 35Q: 3 clusters Score -4140991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -4140993.000000 Penalty: 4962.930664
	Iteration 36Q: 3 clusters Score -4140993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -4140992.250000 Penalty: 4962.930664
	Iteration 37Q: 3 clusters Score -4140992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4140992.500000 Penalty: 4962.930664
	Iteration 38Q: 3 clusters Score -4140992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -4140992.500000 Penalty: 4962.930664
	Iteration 39F: 3 clusters Score -4140992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -164405.562500 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -164405.6 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 522 members 
Entering Unmasked Estep 
Score: -162480.718750 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -162480.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -163054.875000 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -163054.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -163547.328125 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -163547.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -163879.718750 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -163879.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -164090.890625 Penalty: 3440.426025
	Iteration 4F: 3 clusters Score -164090.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -164212.078125 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -164212.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -164314.796875 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -164314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -164370.328125 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -164370.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -164396.265625 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -164396.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -164418.390625 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -164418.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -164439.750000 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -164439.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -164450.437500 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -164450.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -164457.046875 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -164457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164458.937500 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -164458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -164458.937500 Penalty: 3440.426025
	Iteration 14F: 3 clusters Score -164458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46079 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 379 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48253 members 
Mstep: Class 31 contains 650 members 
Entering Unmasked Estep 
Score: -137135456.000000 Penalty: 103966.859375
Splitting cluster 9 changes total score from -137136864.000000 to -137135456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Entering Unmasked Estep 
Score: -8704234.000000 Penalty: 2665.504639
	Iteration 0F: 2 clusters Score -8704234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8674053.000000 Penalty: 5331.009277
	Iteration 0F: 3 clusters Score -8674053 nChanged 21322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8685861.000000 Penalty: 5331.009277
	Iteration 1F: 3 clusters Score -8685861 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8686514.000000 Penalty: 5331.009277
	Iteration 2Q: 3 clusters Score -8686514 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -8687371.000000 Penalty: 5331.009277
	Iteration 3Q: 3 clusters Score -8687371 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8688392.000000 Penalty: 5331.009277
	Iteration 4Q: 3 clusters Score -8688392 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -8689854.000000 Penalty: 5331.009277
	Iteration 5F: 3 clusters Score -8689854 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -8691850.000000 Penalty: 5331.009277
	Iteration 6F: 3 clusters Score -8691850 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -8694309.000000 Penalty: 5331.009277
	Iteration 7F: 3 clusters Score -8694309 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -8696988.000000 Penalty: 5331.009277
	Iteration 8F: 3 clusters Score -8696988 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -8699160.000000 Penalty: 5331.009277
	Iteration 9Q: 3 clusters Score -8699160 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -8700450.000000 Penalty: 5331.009277
	Iteration 10Q: 3 clusters Score -8700450 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8701080.000000 Penalty: 5331.009277
	Iteration 11Q: 3 clusters Score -8701080 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -8701485.000000 Penalty: 5331.009277
	Iteration 12Q: 3 clusters Score -8701485 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8701772.000000 Penalty: 5331.009277
	Iteration 13Q: 3 clusters Score -8701772 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -8701933.000000 Penalty: 5331.009277
	Iteration 14Q: 3 clusters Score -8701933 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8702038.000000 Penalty: 5331.009277
	Iteration 15Q: 3 clusters Score -8702038 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8702176.000000 Penalty: 5331.009277
	Iteration 16Q: 3 clusters Score -8702176 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -8702240.000000 Penalty: 5331.009277
	Iteration 17Q: 3 clusters Score -8702240 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -8702290.000000 Penalty: 5331.009277
	Iteration 18Q: 3 clusters Score -8702290 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8702329.000000 Penalty: 5331.009277
	Iteration 19Q: 3 clusters Score -8702329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8702345.000000 Penalty: 5331.009277
	Iteration 20F: 3 clusters Score -8702345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -8702354.000000 Penalty: 5331.009277
	Iteration 21Q: 3 clusters Score -8702354 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -8702356.000000 Penalty: 5331.009277
	Iteration 22Q: 3 clusters Score -8702356 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8702360.000000 Penalty: 5331.009277
	Iteration 23Q: 3 clusters Score -8702360 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8702388.000000 Penalty: 5331.009277
	Iteration 24Q: 3 clusters Score -8702388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8702409.000000 Penalty: 5331.009277
	Iteration 25Q: 3 clusters Score -8702409 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -8702420.000000 Penalty: 5331.009277
	Iteration 26Q: 3 clusters Score -8702420 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -8702428.000000 Penalty: 5331.009277
	Iteration 27Q: 3 clusters Score -8702428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -8702456.000000 Penalty: 5331.009277
	Iteration 28Q: 3 clusters Score -8702456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -8702452.000000 Penalty: 5331.009277
	Iteration 29Q: 3 clusters Score -8702452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -8702467.000000 Penalty: 5331.009277
	Iteration 30Q: 3 clusters Score -8702467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -8702475.000000 Penalty: 5331.009277
	Iteration 31Q: 3 clusters Score -8702475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8702488.000000 Penalty: 5331.009277
	Iteration 32Q: 3 clusters Score -8702488 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8702493.000000 Penalty: 5331.009277
	Iteration 33Q: 3 clusters Score -8702493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -8702494.000000 Penalty: 5331.009277
	Iteration 34Q: 3 clusters Score -8702494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -8702500.000000 Penalty: 5331.009277
	Iteration 35Q: 3 clusters Score -8702500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -8702502.000000 Penalty: 5331.009277
	Iteration 36Q: 3 clusters Score -8702502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8702506.000000 Penalty: 5331.009277
	Iteration 37Q: 3 clusters Score -8702506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8702524.000000 Penalty: 5331.009277
	Iteration 38Q: 3 clusters Score -8702524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8702512.000000 Penalty: 5331.009277
	Iteration 39Q: 3 clusters Score -8702512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8702524.000000 Penalty: 5331.009277
	Iteration 40F: 3 clusters Score -8702524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -8702527.000000 Penalty: 5331.009277
	Iteration 41Q: 3 clusters Score -8702527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -8702523.000000 Penalty: 5331.009277
	Iteration 42Q: 3 clusters Score -8702523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -8702532.000000 Penalty: 5331.009277
	Iteration 43Q: 3 clusters Score -8702532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8702523.000000 Penalty: 5331.009277
	Iteration 44Q: 3 clusters Score -8702523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -8702529.000000 Penalty: 5331.009277
	Iteration 45Q: 3 clusters Score -8702529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8702517.000000 Penalty: 5331.009277
	Iteration 46Q: 3 clusters Score -8702517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8702520.000000 Penalty: 5331.009277
	Iteration 47Q: 3 clusters Score -8702520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8702522.000000 Penalty: 5331.009277
	Iteration 48Q: 3 clusters Score -8702522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8702520.000000 Penalty: 5331.009277
	Iteration 49Q: 3 clusters Score -8702520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -8702518.000000 Penalty: 5331.009277
	Iteration 50Q: 3 clusters Score -8702518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -8702521.000000 Penalty: 5331.009277
	Iteration 51Q: 3 clusters Score -8702521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8702530.000000 Penalty: 5331.009277
	Iteration 52Q: 3 clusters Score -8702530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8702528.000000 Penalty: 5331.009277
	Iteration 53Q: 3 clusters Score -8702528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8702529.000000 Penalty: 5331.009277
	Iteration 54Q: 3 clusters Score -8702529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8702529.000000 Penalty: 5331.009277
	Iteration 55F: 3 clusters Score -8702529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -200227.812500 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -200227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198134.234375 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -198134.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -198460.265625 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -198460.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -198550.750000 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -198550.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -198614.109375 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -198614.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -198667.593750 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -198667.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -198704.046875 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -198704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198733.937500 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -198733.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -198761.062500 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -198761.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -198774.062500 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -198774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -198781.015625 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -198781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -198789.656250 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -198789.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -198799.171875 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -198799.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -198804.593750 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -198804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -198804.593750 Penalty: 3504.967529
	Iteration 13F: 3 clusters Score -198804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (57478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57478 members 
Entering Unmasked Estep 
Score: -10784689.000000 Penalty: 2717.871094
	Iteration 0F: 2 clusters Score -1.078469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -10753835.000000 Penalty: 5435.742188
	Iteration 0F: 3 clusters Score -1.075384e+07 nChanged 26740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -10768260.000000 Penalty: 5435.742188
	Iteration 1F: 3 clusters Score -1.076826e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -10768717.000000 Penalty: 5435.742188
	Iteration 2Q: 3 clusters Score -1.076872e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -10769154.000000 Penalty: 5435.742188
	Iteration 3Q: 3 clusters Score -1.076915e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -10769570.000000 Penalty: 5435.742188
	Iteration 4Q: 3 clusters Score -1.076957e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -10770017.000000 Penalty: 5435.742188
	Iteration 5Q: 3 clusters Score -1.077002e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -10770512.000000 Penalty: 5435.742188
	Iteration 6Q: 3 clusters Score -1.077051e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -10771239.000000 Penalty: 5435.742188
	Iteration 7Q: 3 clusters Score -1.077124e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -10772446.000000 Penalty: 5435.742188
	Iteration 8Q: 3 clusters Score -1.077245e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -10774213.000000 Penalty: 5435.742188
	Iteration 9Q: 3 clusters Score -1.077421e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -10776949.000000 Penalty: 5435.742188
	Iteration 10F: 3 clusters Score -1.077695e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 32021 members 
Entering Unmasked Estep 
Score: -10779508.000000 Penalty: 5435.742188
	Iteration 11F: 3 clusters Score -1.077951e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -10781014.000000 Penalty: 5435.742188
	Iteration 12Q: 3 clusters Score -1.078101e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -10781975.000000 Penalty: 5435.742188
	Iteration 13Q: 3 clusters Score -1.078198e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -10782709.000000 Penalty: 5435.742188
	Iteration 14Q: 3 clusters Score -1.078271e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -10783564.000000 Penalty: 5435.742188
	Iteration 15Q: 3 clusters Score -1.078356e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -10784371.000000 Penalty: 5435.742188
	Iteration 16Q: 3 clusters Score -1.078437e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -10785176.000000 Penalty: 5435.742188
	Iteration 17Q: 3 clusters Score -1.078518e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -10785973.000000 Penalty: 5435.742188
	Iteration 18Q: 3 clusters Score -1.078597e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -10786360.000000 Penalty: 5435.742188
	Iteration 19Q: 3 clusters Score -1.078636e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -10786751.000000 Penalty: 5435.742188
	Iteration 20F: 3 clusters Score -1.078675e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -10786969.000000 Penalty: 5435.742188
	Iteration 21Q: 3 clusters Score -1.078697e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -10787106.000000 Penalty: 5435.742188
	Iteration 22Q: 3 clusters Score -1.078711e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -10787204.000000 Penalty: 5435.742188
	Iteration 23Q: 3 clusters Score -1.07872e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -10787243.000000 Penalty: 5435.742188
	Iteration 24Q: 3 clusters Score -1.078724e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -10787249.000000 Penalty: 5435.742188
	Iteration 25Q: 3 clusters Score -1.078725e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -10787198.000000 Penalty: 5435.742188
	Iteration 26Q: 3 clusters Score -1.07872e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -10787215.000000 Penalty: 5435.742188
	Iteration 27Q: 3 clusters Score -1.078722e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -10787125.000000 Penalty: 5435.742188
	Iteration 28Q: 3 clusters Score -1.078712e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -10786956.000000 Penalty: 5435.742188
	Iteration 29Q: 3 clusters Score -1.078696e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -10786781.000000 Penalty: 5435.742188
	Iteration 30Q: 3 clusters Score -1.078678e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -10786454.000000 Penalty: 5435.742188
	Iteration 31Q: 3 clusters Score -1.078645e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -10786099.000000 Penalty: 5435.742188
	Iteration 32Q: 3 clusters Score -1.07861e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -10785785.000000 Penalty: 5435.742188
	Iteration 33Q: 3 clusters Score -1.078578e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -10785512.000000 Penalty: 5435.742188
	Iteration 34Q: 3 clusters Score -1.078551e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -10785244.000000 Penalty: 5435.742188
	Iteration 35Q: 3 clusters Score -1.078524e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -10784947.000000 Penalty: 5435.742188
	Iteration 36Q: 3 clusters Score -1.078495e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -10784834.000000 Penalty: 5435.742188
	Iteration 37Q: 3 clusters Score -1.078483e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 48426 members 
Entering Unmasked Estep 
Score: -10784894.000000 Penalty: 5435.742188
	Iteration 38Q: 3 clusters Score -1.078489e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -10784867.000000 Penalty: 5435.742188
	Iteration 39Q: 3 clusters Score -1.078487e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -10784869.000000 Penalty: 5435.742188
	Iteration 40F: 3 clusters Score -1.078487e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -10784848.000000 Penalty: 5435.742188
	Iteration 41Q: 3 clusters Score -1.078485e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -10784859.000000 Penalty: 5435.742188
	Iteration 42Q: 3 clusters Score -1.078486e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -10784829.000000 Penalty: 5435.742188
	Iteration 43Q: 3 clusters Score -1.078483e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -10784828.000000 Penalty: 5435.742188
	Iteration 44Q: 3 clusters Score -1.078483e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -10784814.000000 Penalty: 5435.742188
	Iteration 45Q: 3 clusters Score -1.078481e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -10784764.000000 Penalty: 5435.742188
	Iteration 46Q: 3 clusters Score -1.078476e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -10784727.000000 Penalty: 5435.742188
	Iteration 47Q: 3 clusters Score -1.078473e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -10784679.000000 Penalty: 5435.742188
	Iteration 48Q: 3 clusters Score -1.078468e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -10784653.000000 Penalty: 5435.742188
	Iteration 49Q: 3 clusters Score -1.078465e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -10784658.000000 Penalty: 5435.742188
	Iteration 50Q: 3 clusters Score -1.078466e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -10784635.000000 Penalty: 5435.742188
	Iteration 51Q: 3 clusters Score -1.078464e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -10784620.000000 Penalty: 5435.742188
	Iteration 52Q: 3 clusters Score -1.078462e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -10784593.000000 Penalty: 5435.742188
	Iteration 53Q: 3 clusters Score -1.078459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -10784579.000000 Penalty: 5435.742188
	Iteration 54Q: 3 clusters Score -1.078458e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -10784560.000000 Penalty: 5435.742188
	Iteration 55Q: 3 clusters Score -1.078456e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -10784527.000000 Penalty: 5435.742188
	Iteration 56Q: 3 clusters Score -1.078453e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -10784482.000000 Penalty: 5435.742188
	Iteration 57Q: 3 clusters Score -1.078448e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 50534 members 
Entering Unmasked Estep 
Score: -10784464.000000 Penalty: 5435.742188
	Iteration 58Q: 3 clusters Score -1.078446e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -10784441.000000 Penalty: 5435.742188
	Iteration 59Q: 3 clusters Score -1.078444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -10784414.000000 Penalty: 5435.742188
	Iteration 60F: 3 clusters Score -1.078441e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 50664 members 
Entering Unmasked Estep 
Score: -10784406.000000 Penalty: 5435.742188
	Iteration 61Q: 3 clusters Score -1.078441e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -10784412.000000 Penalty: 5435.742188
	Iteration 62Q: 3 clusters Score -1.078441e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 50764 members 
Entering Unmasked Estep 
Score: -10784400.000000 Penalty: 5435.742188
	Iteration 63Q: 3 clusters Score -1.07844e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -10784388.000000 Penalty: 5435.742188
	Iteration 64Q: 3 clusters Score -1.078439e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -10784349.000000 Penalty: 5435.742188
	Iteration 65Q: 3 clusters Score -1.078435e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -10784337.000000 Penalty: 5435.742188
	Iteration 66Q: 3 clusters Score -1.078434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -10784316.000000 Penalty: 5435.742188
	Iteration 67Q: 3 clusters Score -1.078432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -10784322.000000 Penalty: 5435.742188
	Iteration 68Q: 3 clusters Score -1.078432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -10784311.000000 Penalty: 5435.742188
	Iteration 69Q: 3 clusters Score -1.078431e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -10784295.000000 Penalty: 5435.742188
	Iteration 70Q: 3 clusters Score -1.07843e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -10784282.000000 Penalty: 5435.742188
	Iteration 71Q: 3 clusters Score -1.078428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 51192 members 
Entering Unmasked Estep 
Score: -10784268.000000 Penalty: 5435.742188
	Iteration 72Q: 3 clusters Score -1.078427e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -10784220.000000 Penalty: 5435.742188
	Iteration 73Q: 3 clusters Score -1.078422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -10784194.000000 Penalty: 5435.742188
	Iteration 74Q: 3 clusters Score -1.078419e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -10784197.000000 Penalty: 5435.742188
	Iteration 75Q: 3 clusters Score -1.07842e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 51453 members 
Entering Unmasked Estep 
Score: -10784176.000000 Penalty: 5435.742188
	Iteration 76Q: 3 clusters Score -1.078418e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -10784139.000000 Penalty: 5435.742188
	Iteration 77Q: 3 clusters Score -1.078414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -10784085.000000 Penalty: 5435.742188
	Iteration 78Q: 3 clusters Score -1.078408e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -10784054.000000 Penalty: 5435.742188
	Iteration 79Q: 3 clusters Score -1.078405e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 51742 members 
Entering Unmasked Estep 
Score: -10784045.000000 Penalty: 5435.742188
	Iteration 80F: 3 clusters Score -1.078404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -10784012.000000 Penalty: 5435.742188
	Iteration 81Q: 3 clusters Score -1.078401e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -10783941.000000 Penalty: 5435.742188
	Iteration 82Q: 3 clusters Score -1.078394e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -10783924.000000 Penalty: 5435.742188
	Iteration 83Q: 3 clusters Score -1.078392e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 52057 members 
Entering Unmasked Estep 
Score: -10783864.000000 Penalty: 5435.742188
	Iteration 84Q: 3 clusters Score -1.078386e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -10783816.000000 Penalty: 5435.742188
	Iteration 85Q: 3 clusters Score -1.078382e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -10783787.000000 Penalty: 5435.742188
	Iteration 86Q: 3 clusters Score -1.078379e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10783741.000000 Penalty: 5435.742188
	Iteration 87Q: 3 clusters Score -1.078374e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -10783691.000000 Penalty: 5435.742188
	Iteration 88Q: 3 clusters Score -1.078369e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -10783679.000000 Penalty: 5435.742188
	Iteration 89Q: 3 clusters Score -1.078368e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -10783645.000000 Penalty: 5435.742188
	Iteration 90Q: 3 clusters Score -1.078364e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -10783616.000000 Penalty: 5435.742188
	Iteration 91Q: 3 clusters Score -1.078362e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -10783577.000000 Penalty: 5435.742188
	Iteration 92Q: 3 clusters Score -1.078358e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -10783566.000000 Penalty: 5435.742188
	Iteration 93Q: 3 clusters Score -1.078357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 52864 members 
Entering Unmasked Estep 
Score: -10783564.000000 Penalty: 5435.742188
	Iteration 94Q: 3 clusters Score -1.078356e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 52936 members 
Entering Unmasked Estep 
Score: -10783513.000000 Penalty: 5435.742188
	Iteration 95Q: 3 clusters Score -1.078351e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -10783528.000000 Penalty: 5435.742188
	Iteration 96Q: 3 clusters Score -1.078353e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -10783518.000000 Penalty: 5435.742188
	Iteration 97Q: 3 clusters Score -1.078352e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -10783506.000000 Penalty: 5435.742188
	Iteration 98Q: 3 clusters Score -1.078351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -10783468.000000 Penalty: 5435.742188
	Iteration 99Q: 3 clusters Score -1.078347e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10783465.000000 Penalty: 5435.742188
	Iteration 100F: 3 clusters Score -1.078346e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -10783442.000000 Penalty: 5435.742188
	Iteration 101Q: 3 clusters Score -1.078344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 53288 members 
Entering Unmasked Estep 
Score: -10783450.000000 Penalty: 5435.742188
	Iteration 102Q: 3 clusters Score -1.078345e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -10783419.000000 Penalty: 5435.742188
	Iteration 103Q: 3 clusters Score -1.078342e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -10783402.000000 Penalty: 5435.742188
	Iteration 104Q: 3 clusters Score -1.07834e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -10783380.000000 Penalty: 5435.742188
	Iteration 105Q: 3 clusters Score -1.078338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -10783349.000000 Penalty: 5435.742188
	Iteration 106Q: 3 clusters Score -1.078335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -10783343.000000 Penalty: 5435.742188
	Iteration 107Q: 3 clusters Score -1.078334e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -10783313.000000 Penalty: 5435.742188
	Iteration 108Q: 3 clusters Score -1.078331e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 53630 members 
Entering Unmasked Estep 
Score: -10783299.000000 Penalty: 5435.742188
	Iteration 109Q: 3 clusters Score -1.07833e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -10783292.000000 Penalty: 5435.742188
	Iteration 110Q: 3 clusters Score -1.078329e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -10783284.000000 Penalty: 5435.742188
	Iteration 111Q: 3 clusters Score -1.078328e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 53787 members 
Entering Unmasked Estep 
Score: -10783247.000000 Penalty: 5435.742188
	Iteration 112Q: 3 clusters Score -1.078325e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -10783227.000000 Penalty: 5435.742188
	Iteration 113Q: 3 clusters Score -1.078323e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -10783196.000000 Penalty: 5435.742188
	Iteration 114Q: 3 clusters Score -1.07832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -10783195.000000 Penalty: 5435.742188
	Iteration 115Q: 3 clusters Score -1.07832e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -10783180.000000 Penalty: 5435.742188
	Iteration 116Q: 3 clusters Score -1.078318e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -10783176.000000 Penalty: 5435.742188
	Iteration 117Q: 3 clusters Score -1.078318e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -10783157.000000 Penalty: 5435.742188
	Iteration 118Q: 3 clusters Score -1.078316e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -10783145.000000 Penalty: 5435.742188
	Iteration 119Q: 3 clusters Score -1.078314e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -10783147.000000 Penalty: 5435.742188
	Iteration 120F: 3 clusters Score -1.078315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -10783158.000000 Penalty: 5435.742188
	Iteration 121Q: 3 clusters Score -1.078316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -10783151.000000 Penalty: 5435.742188
	Iteration 122Q: 3 clusters Score -1.078315e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -10783169.000000 Penalty: 5435.742188
	Iteration 123Q: 3 clusters Score -1.078317e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -10783146.000000 Penalty: 5435.742188
	Iteration 124Q: 3 clusters Score -1.078315e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -10783141.000000 Penalty: 5435.742188
	Iteration 125Q: 3 clusters Score -1.078314e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -10783124.000000 Penalty: 5435.742188
	Iteration 126Q: 3 clusters Score -1.078312e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 54344 members 
Entering Unmasked Estep 
Score: -10783132.000000 Penalty: 5435.742188
	Iteration 127Q: 3 clusters Score -1.078313e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -10783111.000000 Penalty: 5435.742188
	Iteration 128Q: 3 clusters Score -1.078311e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10783114.000000 Penalty: 5435.742188
	Iteration 129Q: 3 clusters Score -1.078311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -10783106.000000 Penalty: 5435.742188
	Iteration 130Q: 3 clusters Score -1.078311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -10783122.000000 Penalty: 5435.742188
	Iteration 131Q: 3 clusters Score -1.078312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -10783115.000000 Penalty: 5435.742188
	Iteration 132Q: 3 clusters Score -1.078312e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -10783102.000000 Penalty: 5435.742188
	Iteration 133Q: 3 clusters Score -1.07831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -10783105.000000 Penalty: 5435.742188
	Iteration 134Q: 3 clusters Score -1.07831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -10783103.000000 Penalty: 5435.742188
	Iteration 135Q: 3 clusters Score -1.07831e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 54480 members 
Entering Unmasked Estep 
Score: -10783093.000000 Penalty: 5435.742188
	Iteration 136Q: 3 clusters Score -1.078309e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -10783093.000000 Penalty: 5435.742188
	Iteration 137Q: 3 clusters Score -1.078309e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -10783073.000000 Penalty: 5435.742188
	Iteration 138Q: 3 clusters Score -1.078307e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 5435.742188
	Iteration 139Q: 3 clusters Score -1.078307e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -10783068.000000 Penalty: 5435.742188
	Iteration 140F: 3 clusters Score -1.078307e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -10783089.000000 Penalty: 5435.742188
	Iteration 141Q: 3 clusters Score -1.078309e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 54573 members 
Entering Unmasked Estep 
Score: -10783081.000000 Penalty: 5435.742188
	Iteration 142Q: 3 clusters Score -1.078308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -10783078.000000 Penalty: 5435.742188
	Iteration 143Q: 3 clusters Score -1.078308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 54592 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 5435.742188
	Iteration 144Q: 3 clusters Score -1.078308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10783081.000000 Penalty: 5435.742188
	Iteration 145Q: 3 clusters Score -1.078308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -10783076.000000 Penalty: 5435.742188
	Iteration 146Q: 3 clusters Score -1.078308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -10783080.000000 Penalty: 5435.742188
	Iteration 147Q: 3 clusters Score -1.078308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -10783073.000000 Penalty: 5435.742188
	Iteration 148Q: 3 clusters Score -1.078307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 54630 members 
Entering Unmasked Estep 
Score: -10783085.000000 Penalty: 5435.742188
	Iteration 149Q: 3 clusters Score -1.078308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -10783095.000000 Penalty: 5435.742188
	Iteration 150Q: 3 clusters Score -1.07831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -10783101.000000 Penalty: 5435.742188
	Iteration 151Q: 3 clusters Score -1.07831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -10783089.000000 Penalty: 5435.742188
	Iteration 152Q: 3 clusters Score -1.078309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -10783083.000000 Penalty: 5435.742188
	Iteration 153Q: 3 clusters Score -1.078308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -10783098.000000 Penalty: 5435.742188
	Iteration 154Q: 3 clusters Score -1.07831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -10783094.000000 Penalty: 5435.742188
	Iteration 155Q: 3 clusters Score -1.078309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -10783084.000000 Penalty: 5435.742188
	Iteration 156Q: 3 clusters Score -1.078308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -10783087.000000 Penalty: 5435.742188
	Iteration 157Q: 3 clusters Score -1.078309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -10783075.000000 Penalty: 5435.742188
	Iteration 158Q: 3 clusters Score -1.078308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -10783085.000000 Penalty: 5435.742188
	Iteration 159Q: 3 clusters Score -1.078308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -10783077.000000 Penalty: 5435.742188
	Iteration 160F: 3 clusters Score -1.078308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -10783075.000000 Penalty: 5435.742188
	Iteration 161Q: 3 clusters Score -1.078308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 54727 members 
Entering Unmasked Estep 
Score: -10783084.000000 Penalty: 5435.742188
	Iteration 162Q: 3 clusters Score -1.078308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -10783075.000000 Penalty: 5435.742188
	Iteration 163Q: 3 clusters Score -1.078308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 54748 members 
Entering Unmasked Estep 
Score: -10783079.000000 Penalty: 5435.742188
	Iteration 164Q: 3 clusters Score -1.078308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -10783064.000000 Penalty: 5435.742188
	Iteration 165Q: 3 clusters Score -1.078306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -10783061.000000 Penalty: 5435.742188
	Iteration 166Q: 3 clusters Score -1.078306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -10783053.000000 Penalty: 5435.742188
	Iteration 167Q: 3 clusters Score -1.078305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 54799 members 
Entering Unmasked Estep 
Score: -10783054.000000 Penalty: 5435.742188
	Iteration 168Q: 3 clusters Score -1.078305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -10783067.000000 Penalty: 5435.742188
	Iteration 169Q: 3 clusters Score -1.078307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -10783069.000000 Penalty: 5435.742188
	Iteration 170Q: 3 clusters Score -1.078307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -10783068.000000 Penalty: 5435.742188
	Iteration 171Q: 3 clusters Score -1.078307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -10783076.000000 Penalty: 5435.742188
	Iteration 172Q: 3 clusters Score -1.078308e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -10783064.000000 Penalty: 5435.742188
	Iteration 173Q: 3 clusters Score -1.078306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -10783069.000000 Penalty: 5435.742188
	Iteration 174Q: 3 clusters Score -1.078307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -10783074.000000 Penalty: 5435.742188
	Iteration 175Q: 3 clusters Score -1.078307e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 54843 members 
Entering Unmasked Estep 
Score: -10783070.000000 Penalty: 5435.742188
	Iteration 176Q: 3 clusters Score -1.078307e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -10783076.000000 Penalty: 5435.742188
	Iteration 177Q: 3 clusters Score -1.078308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -10783063.000000 Penalty: 5435.742188
	Iteration 178Q: 3 clusters Score -1.078306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -10783057.000000 Penalty: 5435.742188
	Iteration 179Q: 3 clusters Score -1.078306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 54864 members 
Entering Unmasked Estep 
Score: -10783057.000000 Penalty: 5435.742188
	Iteration 180F: 3 clusters Score -1.078306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10783056.000000 Penalty: 5435.742188
	Iteration 181Q: 3 clusters Score -1.078306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 5435.742188
	Iteration 182Q: 3 clusters Score -1.078307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -10783055.000000 Penalty: 5435.742188
	Iteration 183Q: 3 clusters Score -1.078306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -10783057.000000 Penalty: 5435.742188
	Iteration 184Q: 3 clusters Score -1.078306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -10783055.000000 Penalty: 5435.742188
	Iteration 185Q: 3 clusters Score -1.078306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -10783052.000000 Penalty: 5435.742188
	Iteration 186Q: 3 clusters Score -1.078305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 5435.742188
	Iteration 187Q: 3 clusters Score -1.078307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -10783066.000000 Penalty: 5435.742188
	Iteration 188F: 3 clusters Score -1.078307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -1294166.500000 Penalty: 2195.992432
	Iteration 0F: 2 clusters Score -1294166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1288368.750000 Penalty: 4391.984863
	Iteration 0F: 3 clusters Score -1288369 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1289913.125000 Penalty: 4391.984863
	Iteration 1F: 3 clusters Score -1289913 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1290144.250000 Penalty: 4391.984863
	Iteration 2F: 3 clusters Score -1290144 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1290313.000000 Penalty: 4391.984863
	Iteration 3F: 3 clusters Score -1290313 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1290441.250000 Penalty: 4391.984863
	Iteration 4Q: 3 clusters Score -1290441 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1290538.875000 Penalty: 4391.984863
	Iteration 5Q: 3 clusters Score -1290539 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1290629.625000 Penalty: 4391.984863
	Iteration 6Q: 3 clusters Score -1290630 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1290720.500000 Penalty: 4391.984863
	Iteration 7Q: 3 clusters Score -1290720 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1290790.875000 Penalty: 4391.984863
	Iteration 8Q: 3 clusters Score -1290791 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1290844.375000 Penalty: 4391.984863
	Iteration 9Q: 3 clusters Score -1290844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1290898.125000 Penalty: 4391.984863
	Iteration 10Q: 3 clusters Score -1290898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1290952.500000 Penalty: 4391.984863
	Iteration 11Q: 3 clusters Score -1290952 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1290995.625000 Penalty: 4391.984863
	Iteration 12Q: 3 clusters Score -1290996 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1291036.625000 Penalty: 4391.984863
	Iteration 13Q: 3 clusters Score -1291037 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1291086.375000 Penalty: 4391.984863
	Iteration 14Q: 3 clusters Score -1291086 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1291134.375000 Penalty: 4391.984863
	Iteration 15Q: 3 clusters Score -1291134 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1291190.250000 Penalty: 4391.984863
	Iteration 16Q: 3 clusters Score -1291190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1291247.875000 Penalty: 4391.984863
	Iteration 17Q: 3 clusters Score -1291248 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1291308.500000 Penalty: 4391.984863
	Iteration 18Q: 3 clusters Score -1291308 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1291382.625000 Penalty: 4391.984863
	Iteration 19Q: 3 clusters Score -1291383 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1291471.125000 Penalty: 4391.984863
	Iteration 20F: 3 clusters Score -1291471 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1291566.375000 Penalty: 4391.984863
	Iteration 21Q: 3 clusters Score -1291566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1291678.250000 Penalty: 4391.984863
	Iteration 22Q: 3 clusters Score -1291678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1291784.750000 Penalty: 4391.984863
	Iteration 23Q: 3 clusters Score -1291785 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1291890.000000 Penalty: 4391.984863
	Iteration 24Q: 3 clusters Score -1291890 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1291981.500000 Penalty: 4391.984863
	Iteration 25Q: 3 clusters Score -1291982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1292055.000000 Penalty: 4391.984863
	Iteration 26Q: 3 clusters Score -1292055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1292103.250000 Penalty: 4391.984863
	Iteration 27Q: 3 clusters Score -1292103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1292124.250000 Penalty: 4391.984863
	Iteration 28Q: 3 clusters Score -1292124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1292148.250000 Penalty: 4391.984863
	Iteration 29Q: 3 clusters Score -1292148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1292158.500000 Penalty: 4391.984863
	Iteration 30Q: 3 clusters Score -1292158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1292168.375000 Penalty: 4391.984863
	Iteration 31Q: 3 clusters Score -1292168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1292175.500000 Penalty: 4391.984863
	Iteration 32Q: 3 clusters Score -1292176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1292183.250000 Penalty: 4391.984863
	Iteration 33Q: 3 clusters Score -1292183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1292190.500000 Penalty: 4391.984863
	Iteration 34Q: 3 clusters Score -1292190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1292193.125000 Penalty: 4391.984863
	Iteration 35Q: 3 clusters Score -1292193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1292192.625000 Penalty: 4391.984863
	Iteration 36Q: 3 clusters Score -1292193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1292201.375000 Penalty: 4391.984863
	Iteration 37Q: 3 clusters Score -1292201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1292202.000000 Penalty: 4391.984863
	Iteration 38Q: 3 clusters Score -1292202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1292203.250000 Penalty: 4391.984863
	Iteration 39Q: 3 clusters Score -1292203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1292207.875000 Penalty: 4391.984863
	Iteration 40F: 3 clusters Score -1292208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1292209.125000 Penalty: 4391.984863
	Iteration 41Q: 3 clusters Score -1292209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1292208.500000 Penalty: 4391.984863
	Iteration 42Q: 3 clusters Score -1292208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1292208.875000 Penalty: 4391.984863
	Iteration 43Q: 3 clusters Score -1292209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1292208.875000 Penalty: 4391.984863
	Iteration 44F: 3 clusters Score -1292209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Entering Unmasked Estep 
Score: -9914745.000000 Penalty: 2696.949707
	Iteration 0F: 2 clusters Score -9914745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -9883208.000000 Penalty: 5393.899414
	Iteration 0F: 3 clusters Score -9883208 nChanged 24695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -9896870.000000 Penalty: 5393.899414
	Iteration 1F: 3 clusters Score -9896870 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -9897399.000000 Penalty: 5393.899414
	Iteration 2Q: 3 clusters Score -9897399 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -9897933.000000 Penalty: 5393.899414
	Iteration 3Q: 3 clusters Score -9897933 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -9898633.000000 Penalty: 5393.899414
	Iteration 4Q: 3 clusters Score -9898633 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -9899458.000000 Penalty: 5393.899414
	Iteration 5Q: 3 clusters Score -9899458 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -9900619.000000 Penalty: 5393.899414
	Iteration 6Q: 3 clusters Score -9900619 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -9902186.000000 Penalty: 5393.899414
	Iteration 7F: 3 clusters Score -9902186 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -9904295.000000 Penalty: 5393.899414
	Iteration 8F: 3 clusters Score -9904295 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -9906743.000000 Penalty: 5393.899414
	Iteration 9F: 3 clusters Score -9906743 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -9909110.000000 Penalty: 5393.899414
	Iteration 10F: 3 clusters Score -9909110 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9910673.000000 Penalty: 5393.899414
	Iteration 11F: 3 clusters Score -9910673 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9911557.000000 Penalty: 5393.899414
	Iteration 12Q: 3 clusters Score -9911557 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9911888.000000 Penalty: 5393.899414
	Iteration 13Q: 3 clusters Score -9911888 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9912092.000000 Penalty: 5393.899414
	Iteration 14Q: 3 clusters Score -9912092 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9912257.000000 Penalty: 5393.899414
	Iteration 15Q: 3 clusters Score -9912257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9912334.000000 Penalty: 5393.899414
	Iteration 16Q: 3 clusters Score -9912334 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9912389.000000 Penalty: 5393.899414
	Iteration 17Q: 3 clusters Score -9912389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9912420.000000 Penalty: 5393.899414
	Iteration 18Q: 3 clusters Score -9912420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9912428.000000 Penalty: 5393.899414
	Iteration 19Q: 3 clusters Score -9912428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9912458.000000 Penalty: 5393.899414
	Iteration 20F: 3 clusters Score -9912458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9912474.000000 Penalty: 5393.899414
	Iteration 21Q: 3 clusters Score -9912474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9912481.000000 Penalty: 5393.899414
	Iteration 22Q: 3 clusters Score -9912481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9912497.000000 Penalty: 5393.899414
	Iteration 23Q: 3 clusters Score -9912497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9912495.000000 Penalty: 5393.899414
	Iteration 24Q: 3 clusters Score -9912495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9912499.000000 Penalty: 5393.899414
	Iteration 25Q: 3 clusters Score -9912499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9912494.000000 Penalty: 5393.899414
	Iteration 26Q: 3 clusters Score -9912494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9912494.000000 Penalty: 5393.899414
	Iteration 27F: 3 clusters Score -9912494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Entering Unmasked Estep 
Score: -8492637.000000 Penalty: 2660.683105
	Iteration 0F: 2 clusters Score -8492637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -8462728.000000 Penalty: 5321.366211
	Iteration 0F: 3 clusters Score -8462728 nChanged 20969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8474856.000000 Penalty: 5321.366211
	Iteration 1F: 3 clusters Score -8474856 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8475702.000000 Penalty: 5321.366211
	Iteration 2Q: 3 clusters Score -8475702 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8476845.000000 Penalty: 5321.366211
	Iteration 3Q: 3 clusters Score -8476845 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8478113.000000 Penalty: 5321.366211
	Iteration 4F: 3 clusters Score -8478113 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8479709.000000 Penalty: 5321.366211
	Iteration 5F: 3 clusters Score -8479709 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8481281.000000 Penalty: 5321.366211
	Iteration 6F: 3 clusters Score -8481281 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -8482837.000000 Penalty: 5321.366211
	Iteration 7F: 3 clusters Score -8482837 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -8484251.000000 Penalty: 5321.366211
	Iteration 8Q: 3 clusters Score -8484251 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8485230.000000 Penalty: 5321.366211
	Iteration 9Q: 3 clusters Score -8485230 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -8485830.000000 Penalty: 5321.366211
	Iteration 10Q: 3 clusters Score -8485830 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8486127.000000 Penalty: 5321.366211
	Iteration 11Q: 3 clusters Score -8486127 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 28916 members 
Entering Unmasked Estep 
Score: -8486395.000000 Penalty: 5321.366211
	Iteration 12Q: 3 clusters Score -8486395 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -8486621.000000 Penalty: 5321.366211
	Iteration 13Q: 3 clusters Score -8486621 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -8486832.000000 Penalty: 5321.366211
	Iteration 14Q: 3 clusters Score -8486832 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -8487095.000000 Penalty: 5321.366211
	Iteration 15Q: 3 clusters Score -8487095 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -8487312.000000 Penalty: 5321.366211
	Iteration 16Q: 3 clusters Score -8487312 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -8487568.000000 Penalty: 5321.366211
	Iteration 17Q: 3 clusters Score -8487568 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -8487800.000000 Penalty: 5321.366211
	Iteration 18Q: 3 clusters Score -8487800 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8488112.000000 Penalty: 5321.366211
	Iteration 19Q: 3 clusters Score -8488112 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -8488447.000000 Penalty: 5321.366211
	Iteration 20F: 3 clusters Score -8488447 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -8488783.000000 Penalty: 5321.366211
	Iteration 21Q: 3 clusters Score -8488783 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -8489075.000000 Penalty: 5321.366211
	Iteration 22Q: 3 clusters Score -8489075 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8489365.000000 Penalty: 5321.366211
	Iteration 23Q: 3 clusters Score -8489365 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8489644.000000 Penalty: 5321.366211
	Iteration 24Q: 3 clusters Score -8489644 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -8489883.000000 Penalty: 5321.366211
	Iteration 25Q: 3 clusters Score -8489883 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 39192 members 
Entering Unmasked Estep 
Score: -8490067.000000 Penalty: 5321.366211
	Iteration 26Q: 3 clusters Score -8490067 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -8490241.000000 Penalty: 5321.366211
	Iteration 27Q: 3 clusters Score -8490241 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -8490366.000000 Penalty: 5321.366211
	Iteration 28Q: 3 clusters Score -8490366 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -8490461.000000 Penalty: 5321.366211
	Iteration 29Q: 3 clusters Score -8490461 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -8490582.000000 Penalty: 5321.366211
	Iteration 30Q: 3 clusters Score -8490582 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -8490646.000000 Penalty: 5321.366211
	Iteration 31Q: 3 clusters Score -8490646 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8490738.000000 Penalty: 5321.366211
	Iteration 32Q: 3 clusters Score -8490738 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8490751.000000 Penalty: 5321.366211
	Iteration 33Q: 3 clusters Score -8490751 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -8490812.000000 Penalty: 5321.366211
	Iteration 34Q: 3 clusters Score -8490812 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -8490864.000000 Penalty: 5321.366211
	Iteration 35Q: 3 clusters Score -8490864 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8490878.000000 Penalty: 5321.366211
	Iteration 36Q: 3 clusters Score -8490878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8490935.000000 Penalty: 5321.366211
	Iteration 37Q: 3 clusters Score -8490935 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8490935.000000 Penalty: 5321.366211
	Iteration 38Q: 3 clusters Score -8490935 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8490945.000000 Penalty: 5321.366211
	Iteration 39Q: 3 clusters Score -8490945 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8490970.000000 Penalty: 5321.366211
	Iteration 40F: 3 clusters Score -8490970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8490989.000000 Penalty: 5321.366211
	Iteration 41Q: 3 clusters Score -8490989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8491006.000000 Penalty: 5321.366211
	Iteration 42Q: 3 clusters Score -8491006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -8491008.000000 Penalty: 5321.366211
	Iteration 43Q: 3 clusters Score -8491008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8491031.000000 Penalty: 5321.366211
	Iteration 44Q: 3 clusters Score -8491031 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8491035.000000 Penalty: 5321.366211
	Iteration 45Q: 3 clusters Score -8491035 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8491041.000000 Penalty: 5321.366211
	Iteration 46Q: 3 clusters Score -8491041 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8491073.000000 Penalty: 5321.366211
	Iteration 47Q: 3 clusters Score -8491073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8491084.000000 Penalty: 5321.366211
	Iteration 48Q: 3 clusters Score -8491084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -8491091.000000 Penalty: 5321.366211
	Iteration 49Q: 3 clusters Score -8491091 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -8491108.000000 Penalty: 5321.366211
	Iteration 50Q: 3 clusters Score -8491108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -8491130.000000 Penalty: 5321.366211
	Iteration 51Q: 3 clusters Score -8491130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8491137.000000 Penalty: 5321.366211
	Iteration 52Q: 3 clusters Score -8491137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8491162.000000 Penalty: 5321.366211
	Iteration 53Q: 3 clusters Score -8491162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8491166.000000 Penalty: 5321.366211
	Iteration 54Q: 3 clusters Score -8491166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -8491164.000000 Penalty: 5321.366211
	Iteration 55Q: 3 clusters Score -8491164 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8491169.000000 Penalty: 5321.366211
	Iteration 56Q: 3 clusters Score -8491169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8491192.000000 Penalty: 5321.366211
	Iteration 57Q: 3 clusters Score -8491192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8491189.000000 Penalty: 5321.366211
	Iteration 58Q: 3 clusters Score -8491189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8491200.000000 Penalty: 5321.366211
	Iteration 59Q: 3 clusters Score -8491200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8491204.000000 Penalty: 5321.366211
	Iteration 60F: 3 clusters Score -8491204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -8491203.000000 Penalty: 5321.366211
	Iteration 61Q: 3 clusters Score -8491203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -8491198.000000 Penalty: 5321.366211
	Iteration 62Q: 3 clusters Score -8491198 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -8491202.000000 Penalty: 5321.366211
	Iteration 63Q: 3 clusters Score -8491202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8491206.000000 Penalty: 5321.366211
	Iteration 64Q: 3 clusters Score -8491206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8491197.000000 Penalty: 5321.366211
	Iteration 65Q: 3 clusters Score -8491197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8491202.000000 Penalty: 5321.366211
	Iteration 66Q: 3 clusters Score -8491202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8491203.000000 Penalty: 5321.366211
	Iteration 67Q: 3 clusters Score -8491203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8491206.000000 Penalty: 5321.366211
	Iteration 68Q: 3 clusters Score -8491206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8491200.000000 Penalty: 5321.366211
	Iteration 69Q: 3 clusters Score -8491200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8491211.000000 Penalty: 5321.366211
	Iteration 70Q: 3 clusters Score -8491211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8491200.000000 Penalty: 5321.366211
	Iteration 71Q: 3 clusters Score -8491200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -8491197.000000 Penalty: 5321.366211
	Iteration 72Q: 3 clusters Score -8491197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44004 members 
Entering Unmasked Estep 
Score: -8491200.000000 Penalty: 5321.366211
	Iteration 73Q: 3 clusters Score -8491200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8491202.000000 Penalty: 5321.366211
	Iteration 74Q: 3 clusters Score -8491202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8491189.000000 Penalty: 5321.366211
	Iteration 75Q: 3 clusters Score -8491189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -8491199.000000 Penalty: 5321.366211
	Iteration 76Q: 3 clusters Score -8491199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8491206.000000 Penalty: 5321.366211
	Iteration 77Q: 3 clusters Score -8491206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -8491199.000000 Penalty: 5321.366211
	Iteration 78Q: 3 clusters Score -8491199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8491203.000000 Penalty: 5321.366211
	Iteration 79Q: 3 clusters Score -8491203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8491192.000000 Penalty: 5321.366211
	Iteration 80F: 3 clusters Score -8491192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8491200.000000 Penalty: 5321.366211
	Iteration 81Q: 3 clusters Score -8491200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8491202.000000 Penalty: 5321.366211
	Iteration 82Q: 3 clusters Score -8491202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8491202.000000 Penalty: 5321.366211
	Iteration 83F: 3 clusters Score -8491202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -290082.500000 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -290082.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -287708.625000 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -287708.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -288143.562500 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -288143.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -288345.125000 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -288345.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -288511.437500 Penalty: 3672.220459
	Iteration 3F: 3 clusters Score -288511.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -288625.031250 Penalty: 3672.220459
	Iteration 4F: 3 clusters Score -288625 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288704.468750 Penalty: 3672.220459
	Iteration 5Q: 3 clusters Score -288704.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -288765.468750 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -288765.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -288813.375000 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -288813.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288865.531250 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -288865.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288908.218750 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -288908.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -288935.781250 Penalty: 3672.220459
	Iteration 10Q: 3 clusters Score -288935.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -288958.656250 Penalty: 3672.220459
	Iteration 11Q: 3 clusters Score -288958.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -288985.843750 Penalty: 3672.220459
	Iteration 12Q: 3 clusters Score -288985.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -289049.031250 Penalty: 3672.220459
	Iteration 13Q: 3 clusters Score -289049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -289113.281250 Penalty: 3672.220459
	Iteration 14Q: 3 clusters Score -289113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -289140.718750 Penalty: 3672.220459
	Iteration 15Q: 3 clusters Score -289140.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289178.812500 Penalty: 3672.220459
	Iteration 16Q: 3 clusters Score -289178.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -289197.312500 Penalty: 3672.220459
	Iteration 17Q: 3 clusters Score -289197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289207.156250 Penalty: 3672.220459
	Iteration 18Q: 3 clusters Score -289207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -289222.656250 Penalty: 3672.220459
	Iteration 19Q: 3 clusters Score -289222.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289224.781250 Penalty: 3672.220459
	Iteration 20F: 3 clusters Score -289224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -289228.812500 Penalty: 3672.220459
	Iteration 21Q: 3 clusters Score -289228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -289230.250000 Penalty: 3672.220459
	Iteration 22Q: 3 clusters Score -289230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289231.312500 Penalty: 3672.220459
	Iteration 23Q: 3 clusters Score -289231.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289231.312500 Penalty: 3672.220459
	Iteration 24F: 3 clusters Score -289231.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Entering Unmasked Estep 
Score: -5421803.000000 Penalty: 2547.784912
	Iteration 0F: 2 clusters Score -5421803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -5401898.500000 Penalty: 5095.569824
	Iteration 0F: 3 clusters Score -5401898 nChanged 13135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -5408864.000000 Penalty: 5095.569824
	Iteration 1F: 3 clusters Score -5408864 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -5409397.000000 Penalty: 5095.569824
	Iteration 2F: 3 clusters Score -5409397 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5409977.000000 Penalty: 5095.569824
	Iteration 3Q: 3 clusters Score -5409977 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5410580.000000 Penalty: 5095.569824
	Iteration 4Q: 3 clusters Score -5410580 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5411238.500000 Penalty: 5095.569824
	Iteration 5Q: 3 clusters Score -5411238 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -5412104.000000 Penalty: 5095.569824
	Iteration 6F: 3 clusters Score -5412104 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -5413220.000000 Penalty: 5095.569824
	Iteration 7F: 3 clusters Score -5413220 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -5414609.000000 Penalty: 5095.569824
	Iteration 8F: 3 clusters Score -5414609 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -5415915.000000 Penalty: 5095.569824
	Iteration 9F: 3 clusters Score -5415915 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -5416926.000000 Penalty: 5095.569824
	Iteration 10Q: 3 clusters Score -5416926 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -5417603.500000 Penalty: 5095.569824
	Iteration 11Q: 3 clusters Score -5417604 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -5417991.000000 Penalty: 5095.569824
	Iteration 12Q: 3 clusters Score -5417991 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5418186.000000 Penalty: 5095.569824
	Iteration 13Q: 3 clusters Score -5418186 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5418353.500000 Penalty: 5095.569824
	Iteration 14Q: 3 clusters Score -5418354 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -5418500.500000 Penalty: 5095.569824
	Iteration 15Q: 3 clusters Score -5418500 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -5418600.500000 Penalty: 5095.569824
	Iteration 16Q: 3 clusters Score -5418600 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5418678.000000 Penalty: 5095.569824
	Iteration 17Q: 3 clusters Score -5418678 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -5418761.000000 Penalty: 5095.569824
	Iteration 18Q: 3 clusters Score -5418761 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -5418821.500000 Penalty: 5095.569824
	Iteration 19Q: 3 clusters Score -5418822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -5418847.500000 Penalty: 5095.569824
	Iteration 20F: 3 clusters Score -5418848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -5418912.000000 Penalty: 5095.569824
	Iteration 21Q: 3 clusters Score -5418912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -5418956.000000 Penalty: 5095.569824
	Iteration 22Q: 3 clusters Score -5418956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5419010.500000 Penalty: 5095.569824
	Iteration 23Q: 3 clusters Score -5419010 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5419052.000000 Penalty: 5095.569824
	Iteration 24Q: 3 clusters Score -5419052 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -5419107.500000 Penalty: 5095.569824
	Iteration 25Q: 3 clusters Score -5419108 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -5419167.500000 Penalty: 5095.569824
	Iteration 26Q: 3 clusters Score -5419168 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -5419229.000000 Penalty: 5095.569824
	Iteration 27Q: 3 clusters Score -5419229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5419255.500000 Penalty: 5095.569824
	Iteration 28Q: 3 clusters Score -5419256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5419318.000000 Penalty: 5095.569824
	Iteration 29Q: 3 clusters Score -5419318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5419348.500000 Penalty: 5095.569824
	Iteration 30Q: 3 clusters Score -5419348 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -5419404.500000 Penalty: 5095.569824
	Iteration 31Q: 3 clusters Score -5419404 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5419420.000000 Penalty: 5095.569824
	Iteration 32Q: 3 clusters Score -5419420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5419436.500000 Penalty: 5095.569824
	Iteration 33Q: 3 clusters Score -5419436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5419477.500000 Penalty: 5095.569824
	Iteration 34Q: 3 clusters Score -5419478 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -5419494.000000 Penalty: 5095.569824
	Iteration 35Q: 3 clusters Score -5419494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5419518.000000 Penalty: 5095.569824
	Iteration 36Q: 3 clusters Score -5419518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5419546.000000 Penalty: 5095.569824
	Iteration 37Q: 3 clusters Score -5419546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5419548.500000 Penalty: 5095.569824
	Iteration 38Q: 3 clusters Score -5419548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5419565.500000 Penalty: 5095.569824
	Iteration 39Q: 3 clusters Score -5419566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5419564.000000 Penalty: 5095.569824
	Iteration 40F: 3 clusters Score -5419564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -5419564.000000 Penalty: 5095.569824
	Iteration 41Q: 3 clusters Score -5419564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5419575.000000 Penalty: 5095.569824
	Iteration 42Q: 3 clusters Score -5419575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5419582.000000 Penalty: 5095.569824
	Iteration 43Q: 3 clusters Score -5419582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -5419588.000000 Penalty: 5095.569824
	Iteration 44Q: 3 clusters Score -5419588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5419584.000000 Penalty: 5095.569824
	Iteration 45Q: 3 clusters Score -5419584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5419584.000000 Penalty: 5095.569824
	Iteration 46Q: 3 clusters Score -5419584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5419599.500000 Penalty: 5095.569824
	Iteration 47Q: 3 clusters Score -5419600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5419606.000000 Penalty: 5095.569824
	Iteration 48Q: 3 clusters Score -5419606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5419605.500000 Penalty: 5095.569824
	Iteration 49Q: 3 clusters Score -5419606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5419607.500000 Penalty: 5095.569824
	Iteration 50Q: 3 clusters Score -5419608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5419616.000000 Penalty: 5095.569824
	Iteration 51Q: 3 clusters Score -5419616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5419623.000000 Penalty: 5095.569824
	Iteration 52Q: 3 clusters Score -5419623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5419620.500000 Penalty: 5095.569824
	Iteration 53Q: 3 clusters Score -5419620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5419628.500000 Penalty: 5095.569824
	Iteration 54Q: 3 clusters Score -5419628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5419632.500000 Penalty: 5095.569824
	Iteration 55Q: 3 clusters Score -5419632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5419635.500000 Penalty: 5095.569824
	Iteration 56Q: 3 clusters Score -5419636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5419632.500000 Penalty: 5095.569824
	Iteration 57Q: 3 clusters Score -5419632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5419641.000000 Penalty: 5095.569824
	Iteration 58Q: 3 clusters Score -5419641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5419645.000000 Penalty: 5095.569824
	Iteration 59Q: 3 clusters Score -5419645 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5419646.500000 Penalty: 5095.569824
	Iteration 60F: 3 clusters Score -5419646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5419647.500000 Penalty: 5095.569824
	Iteration 61Q: 3 clusters Score -5419648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5419652.000000 Penalty: 5095.569824
	Iteration 62Q: 3 clusters Score -5419652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5419651.000000 Penalty: 5095.569824
	Iteration 63Q: 3 clusters Score -5419651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5419653.500000 Penalty: 5095.569824
	Iteration 64Q: 3 clusters Score -5419654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5419654.500000 Penalty: 5095.569824
	Iteration 65Q: 3 clusters Score -5419654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5419657.000000 Penalty: 5095.569824
	Iteration 66Q: 3 clusters Score -5419657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5419654.000000 Penalty: 5095.569824
	Iteration 67Q: 3 clusters Score -5419654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5419658.000000 Penalty: 5095.569824
	Iteration 68Q: 3 clusters Score -5419658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -5419664.500000 Penalty: 5095.569824
	Iteration 69Q: 3 clusters Score -5419664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5419662.500000 Penalty: 5095.569824
	Iteration 70Q: 3 clusters Score -5419662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5419664.500000 Penalty: 5095.569824
	Iteration 71Q: 3 clusters Score -5419664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5419664.500000 Penalty: 5095.569824
	Iteration 72Q: 3 clusters Score -5419664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5419659.000000 Penalty: 5095.569824
	Iteration 73Q: 3 clusters Score -5419659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5419668.000000 Penalty: 5095.569824
	Iteration 74Q: 3 clusters Score -5419668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5419672.000000 Penalty: 5095.569824
	Iteration 75Q: 3 clusters Score -5419672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5419676.000000 Penalty: 5095.569824
	Iteration 76Q: 3 clusters Score -5419676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5419671.000000 Penalty: 5095.569824
	Iteration 77Q: 3 clusters Score -5419671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5419670.000000 Penalty: 5095.569824
	Iteration 78Q: 3 clusters Score -5419670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5419670.000000 Penalty: 5095.569824
	Iteration 79F: 3 clusters Score -5419670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Entering Unmasked Estep 
Score: -8178623.500000 Penalty: 2652.524902
	Iteration 0F: 2 clusters Score -8178624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8149160.500000 Penalty: 5305.049805
	Iteration 0F: 3 clusters Score -8149160 nChanged 20240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8160080.500000 Penalty: 5305.049805
	Iteration 1F: 3 clusters Score -8160080 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -8160603.000000 Penalty: 5305.049805
	Iteration 2Q: 3 clusters Score -8160603 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8161066.000000 Penalty: 5305.049805
	Iteration 3Q: 3 clusters Score -8161066 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -8161471.500000 Penalty: 5305.049805
	Iteration 4Q: 3 clusters Score -8161472 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -8161892.000000 Penalty: 5305.049805
	Iteration 5Q: 3 clusters Score -8161892 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8162482.000000 Penalty: 5305.049805
	Iteration 6Q: 3 clusters Score -8162482 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -8163293.000000 Penalty: 5305.049805
	Iteration 7Q: 3 clusters Score -8163293 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -8164518.500000 Penalty: 5305.049805
	Iteration 8F: 3 clusters Score -8164518 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -8166391.500000 Penalty: 5305.049805
	Iteration 9F: 3 clusters Score -8166392 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -8168824.500000 Penalty: 5305.049805
	Iteration 10F: 3 clusters Score -8168824 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8171461.500000 Penalty: 5305.049805
	Iteration 11F: 3 clusters Score -8171462 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -8173734.000000 Penalty: 5305.049805
	Iteration 12Q: 3 clusters Score -8173734 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -8175242.500000 Penalty: 5305.049805
	Iteration 13Q: 3 clusters Score -8175242 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8176003.500000 Penalty: 5305.049805
	Iteration 14Q: 3 clusters Score -8176004 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -8176381.000000 Penalty: 5305.049805
	Iteration 15Q: 3 clusters Score -8176381 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8176595.500000 Penalty: 5305.049805
	Iteration 16Q: 3 clusters Score -8176596 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -8176709.000000 Penalty: 5305.049805
	Iteration 17Q: 3 clusters Score -8176709 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8176795.500000 Penalty: 5305.049805
	Iteration 18Q: 3 clusters Score -8176796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8176819.000000 Penalty: 5305.049805
	Iteration 19Q: 3 clusters Score -8176819 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8176848.000000 Penalty: 5305.049805
	Iteration 20F: 3 clusters Score -8176848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8176863.000000 Penalty: 5305.049805
	Iteration 21Q: 3 clusters Score -8176863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8176899.000000 Penalty: 5305.049805
	Iteration 22Q: 3 clusters Score -8176899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8176903.000000 Penalty: 5305.049805
	Iteration 23Q: 3 clusters Score -8176903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -8176899.000000 Penalty: 5305.049805
	Iteration 24Q: 3 clusters Score -8176899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8176904.000000 Penalty: 5305.049805
	Iteration 25Q: 3 clusters Score -8176904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8176895.000000 Penalty: 5305.049805
	Iteration 26Q: 3 clusters Score -8176895 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8176891.000000 Penalty: 5305.049805
	Iteration 27Q: 3 clusters Score -8176891 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8176875.500000 Penalty: 5305.049805
	Iteration 28Q: 3 clusters Score -8176876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8176883.000000 Penalty: 5305.049805
	Iteration 29Q: 3 clusters Score -8176883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8176875.500000 Penalty: 5305.049805
	Iteration 30Q: 3 clusters Score -8176876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8176885.000000 Penalty: 5305.049805
	Iteration 31Q: 3 clusters Score -8176885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -8176887.500000 Penalty: 5305.049805
	Iteration 32Q: 3 clusters Score -8176888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8176885.500000 Penalty: 5305.049805
	Iteration 33Q: 3 clusters Score -8176886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8176882.500000 Penalty: 5305.049805
	Iteration 34Q: 3 clusters Score -8176882 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8176874.000000 Penalty: 5305.049805
	Iteration 35Q: 3 clusters Score -8176874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8176873.000000 Penalty: 5305.049805
	Iteration 36Q: 3 clusters Score -8176873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8176877.000000 Penalty: 5305.049805
	Iteration 37Q: 3 clusters Score -8176877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8176870.500000 Penalty: 5305.049805
	Iteration 38Q: 3 clusters Score -8176870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8176865.000000 Penalty: 5305.049805
	Iteration 39Q: 3 clusters Score -8176865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8176873.500000 Penalty: 5305.049805
	Iteration 40F: 3 clusters Score -8176874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8176869.500000 Penalty: 5305.049805
	Iteration 41Q: 3 clusters Score -8176870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -8176868.500000 Penalty: 5305.049805
	Iteration 42Q: 3 clusters Score -8176868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8176862.500000 Penalty: 5305.049805
	Iteration 43Q: 3 clusters Score -8176862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8176859.000000 Penalty: 5305.049805
	Iteration 44Q: 3 clusters Score -8176859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8176850.500000 Penalty: 5305.049805
	Iteration 45Q: 3 clusters Score -8176850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8176857.000000 Penalty: 5305.049805
	Iteration 46Q: 3 clusters Score -8176857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8176852.000000 Penalty: 5305.049805
	Iteration 47Q: 3 clusters Score -8176852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8176849.000000 Penalty: 5305.049805
	Iteration 48Q: 3 clusters Score -8176849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8176851.000000 Penalty: 5305.049805
	Iteration 49Q: 3 clusters Score -8176851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8176851.000000 Penalty: 5305.049805
	Iteration 50Q: 3 clusters Score -8176851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8176853.500000 Penalty: 5305.049805
	Iteration 51Q: 3 clusters Score -8176854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8176854.500000 Penalty: 5305.049805
	Iteration 52Q: 3 clusters Score -8176854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8176849.500000 Penalty: 5305.049805
	Iteration 53Q: 3 clusters Score -8176850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8176846.000000 Penalty: 5305.049805
	Iteration 54Q: 3 clusters Score -8176846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8176850.000000 Penalty: 5305.049805
	Iteration 55Q: 3 clusters Score -8176850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8176845.000000 Penalty: 5305.049805
	Iteration 56Q: 3 clusters Score -8176845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8176846.000000 Penalty: 5305.049805
	Iteration 57Q: 3 clusters Score -8176846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -8176846.000000 Penalty: 5305.049805
	Iteration 58F: 3 clusters Score -8176846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 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 200 members 
Entering Unmasked Estep 
Score: -35995.777344 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35995.78 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -36414.828125 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36414.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -36561.140625 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36561.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36589.738281 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -36589.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36599.195312 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36599.195312 Penalty: 3001.836182
	Iteration 5F: 3 clusters Score -36599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Entering Unmasked Estep 
Score: -4824599.000000 Penalty: 2525.874023
	Iteration 0F: 2 clusters Score -4824599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -4806266.000000 Penalty: 5051.748047
	Iteration 0F: 3 clusters Score -4806266 nChanged 11978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4812684.500000 Penalty: 5051.748047
	Iteration 1F: 3 clusters Score -4812684 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4813034.500000 Penalty: 5051.748047
	Iteration 2Q: 3 clusters Score -4813034 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4813272.500000 Penalty: 5051.748047
	Iteration 3Q: 3 clusters Score -4813272 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4813451.000000 Penalty: 5051.748047
	Iteration 4Q: 3 clusters Score -4813451 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4813595.500000 Penalty: 5051.748047
	Iteration 5Q: 3 clusters Score -4813596 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -4813727.000000 Penalty: 5051.748047
	Iteration 6Q: 3 clusters Score -4813727 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4813862.000000 Penalty: 5051.748047
	Iteration 7Q: 3 clusters Score -4813862 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4813980.500000 Penalty: 5051.748047
	Iteration 8Q: 3 clusters Score -4813980 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4814156.000000 Penalty: 5051.748047
	Iteration 9Q: 3 clusters Score -4814156 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -4814368.500000 Penalty: 5051.748047
	Iteration 10Q: 3 clusters Score -4814368 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4814705.000000 Penalty: 5051.748047
	Iteration 11Q: 3 clusters Score -4814705 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4815225.000000 Penalty: 5051.748047
	Iteration 12Q: 3 clusters Score -4815225 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -4816002.500000 Penalty: 5051.748047
	Iteration 13Q: 3 clusters Score -4816002 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4817062.000000 Penalty: 5051.748047
	Iteration 14F: 3 clusters Score -4817062 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4818341.500000 Penalty: 5051.748047
	Iteration 15F: 3 clusters Score -4818342 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4819649.000000 Penalty: 5051.748047
	Iteration 16F: 3 clusters Score -4819649 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -4820758.500000 Penalty: 5051.748047
	Iteration 17Q: 3 clusters Score -4820758 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4821497.500000 Penalty: 5051.748047
	Iteration 18Q: 3 clusters Score -4821498 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -4821893.000000 Penalty: 5051.748047
	Iteration 19Q: 3 clusters Score -4821893 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4822115.500000 Penalty: 5051.748047
	Iteration 20F: 3 clusters Score -4822116 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -4822240.500000 Penalty: 5051.748047
	Iteration 21Q: 3 clusters Score -4822240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4822299.000000 Penalty: 5051.748047
	Iteration 22Q: 3 clusters Score -4822299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -4822340.000000 Penalty: 5051.748047
	Iteration 23Q: 3 clusters Score -4822340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -4822363.500000 Penalty: 5051.748047
	Iteration 24Q: 3 clusters Score -4822364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -4822383.500000 Penalty: 5051.748047
	Iteration 25Q: 3 clusters Score -4822384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4822396.000000 Penalty: 5051.748047
	Iteration 26Q: 3 clusters Score -4822396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -4822411.000000 Penalty: 5051.748047
	Iteration 27Q: 3 clusters Score -4822411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -4822424.000000 Penalty: 5051.748047
	Iteration 28Q: 3 clusters Score -4822424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -4822427.000000 Penalty: 5051.748047
	Iteration 29Q: 3 clusters Score -4822427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4822430.500000 Penalty: 5051.748047
	Iteration 30Q: 3 clusters Score -4822430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -4822431.000000 Penalty: 5051.748047
	Iteration 31Q: 3 clusters Score -4822431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4822431.000000 Penalty: 5051.748047
	Iteration 32Q: 3 clusters Score -4822431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -4822431.000000 Penalty: 5051.748047
	Iteration 33F: 3 clusters Score -4822431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -1065312.250000 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -1065312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1060397.750000 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -1060398 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1061575.125000 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -1061575 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1061791.250000 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -1061791 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1061947.000000 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -1061947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1062061.125000 Penalty: 4289.604492
	Iteration 4Q: 3 clusters Score -1062061 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1062153.625000 Penalty: 4289.604492
	Iteration 5Q: 3 clusters Score -1062154 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1062227.750000 Penalty: 4289.604492
	Iteration 6Q: 3 clusters Score -1062228 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1062303.625000 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -1062304 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1062394.500000 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -1062394 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1062495.625000 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -1062496 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1062585.500000 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -1062586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1062680.750000 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -1062681 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1062778.375000 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -1062778 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1062898.625000 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -1062899 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1063015.250000 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -1063015 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1063141.500000 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -1063142 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1063259.125000 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -1063259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1063362.750000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -1063363 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1063446.250000 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -1063446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1063508.000000 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -1063508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1063560.875000 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -1063561 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1063602.500000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -1063602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1063636.625000 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -1063637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1063669.000000 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -1063669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1063691.875000 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -1063692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1063713.375000 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -1063713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1063735.000000 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -1063735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1063745.750000 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -1063746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1063752.500000 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -1063752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1063757.500000 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -1063758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1063759.500000 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -1063760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1063764.875000 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -1063765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1063765.125000 Penalty: 4289.604492
	Iteration 32Q: 3 clusters Score -1063765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1063765.125000 Penalty: 4289.604492
	Iteration 33F: 3 clusters Score -1063765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Entering Unmasked Estep 
Score: -9090239.000000 Penalty: 2675.536377
	Iteration 0F: 2 clusters Score -9090239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -9060448.000000 Penalty: 5351.072754
	Iteration 0F: 3 clusters Score -9060448 nChanged 22360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -9072620.000000 Penalty: 5351.072754
	Iteration 1F: 3 clusters Score -9072620 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -9073097.000000 Penalty: 5351.072754
	Iteration 2Q: 3 clusters Score -9073097 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -9073427.000000 Penalty: 5351.072754
	Iteration 3Q: 3 clusters Score -9073427 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -9073744.000000 Penalty: 5351.072754
	Iteration 4Q: 3 clusters Score -9073744 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -9073978.000000 Penalty: 5351.072754
	Iteration 5Q: 3 clusters Score -9073978 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -9074184.000000 Penalty: 5351.072754
	Iteration 6Q: 3 clusters Score -9074184 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -9074499.000000 Penalty: 5351.072754
	Iteration 7Q: 3 clusters Score -9074499 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -9074885.000000 Penalty: 5351.072754
	Iteration 8Q: 3 clusters Score -9074885 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -9075385.000000 Penalty: 5351.072754
	Iteration 9Q: 3 clusters Score -9075385 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -9076083.000000 Penalty: 5351.072754
	Iteration 10Q: 3 clusters Score -9076083 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -9077227.000000 Penalty: 5351.072754
	Iteration 11Q: 3 clusters Score -9077227 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -9078752.000000 Penalty: 5351.072754
	Iteration 12F: 3 clusters Score -9078752 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -9080705.000000 Penalty: 5351.072754
	Iteration 13F: 3 clusters Score -9080705 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -9082596.000000 Penalty: 5351.072754
	Iteration 14F: 3 clusters Score -9082596 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -9084077.000000 Penalty: 5351.072754
	Iteration 15Q: 3 clusters Score -9084077 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -9085087.000000 Penalty: 5351.072754
	Iteration 16Q: 3 clusters Score -9085087 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -9085758.000000 Penalty: 5351.072754
	Iteration 17Q: 3 clusters Score -9085758 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -9086271.000000 Penalty: 5351.072754
	Iteration 18Q: 3 clusters Score -9086271 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -9086710.000000 Penalty: 5351.072754
	Iteration 19Q: 3 clusters Score -9086710 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9087035.000000 Penalty: 5351.072754
	Iteration 20F: 3 clusters Score -9087035 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -9087347.000000 Penalty: 5351.072754
	Iteration 21Q: 3 clusters Score -9087347 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9087534.000000 Penalty: 5351.072754
	Iteration 22Q: 3 clusters Score -9087534 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9087709.000000 Penalty: 5351.072754
	Iteration 23Q: 3 clusters Score -9087709 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9087804.000000 Penalty: 5351.072754
	Iteration 24Q: 3 clusters Score -9087804 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -9087835.000000 Penalty: 5351.072754
	Iteration 25Q: 3 clusters Score -9087835 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9087896.000000 Penalty: 5351.072754
	Iteration 26Q: 3 clusters Score -9087896 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9087923.000000 Penalty: 5351.072754
	Iteration 27Q: 3 clusters Score -9087923 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9087945.000000 Penalty: 5351.072754
	Iteration 28Q: 3 clusters Score -9087945 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9087957.000000 Penalty: 5351.072754
	Iteration 29Q: 3 clusters Score -9087957 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9088000.000000 Penalty: 5351.072754
	Iteration 30Q: 3 clusters Score -9088000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9088032.000000 Penalty: 5351.072754
	Iteration 31Q: 3 clusters Score -9088032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9088051.000000 Penalty: 5351.072754
	Iteration 32Q: 3 clusters Score -9088051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9088058.000000 Penalty: 5351.072754
	Iteration 33Q: 3 clusters Score -9088058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9088065.000000 Penalty: 5351.072754
	Iteration 34Q: 3 clusters Score -9088065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -9088075.000000 Penalty: 5351.072754
	Iteration 35Q: 3 clusters Score -9088075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9088091.000000 Penalty: 5351.072754
	Iteration 36Q: 3 clusters Score -9088091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9088087.000000 Penalty: 5351.072754
	Iteration 37Q: 3 clusters Score -9088087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9088089.000000 Penalty: 5351.072754
	Iteration 38Q: 3 clusters Score -9088089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9088095.000000 Penalty: 5351.072754
	Iteration 39Q: 3 clusters Score -9088095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9088104.000000 Penalty: 5351.072754
	Iteration 40F: 3 clusters Score -9088104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9088097.000000 Penalty: 5351.072754
	Iteration 41Q: 3 clusters Score -9088097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9088102.000000 Penalty: 5351.072754
	Iteration 42Q: 3 clusters Score -9088102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9088093.000000 Penalty: 5351.072754
	Iteration 43Q: 3 clusters Score -9088093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9088090.000000 Penalty: 5351.072754
	Iteration 44Q: 3 clusters Score -9088090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9088094.000000 Penalty: 5351.072754
	Iteration 45Q: 3 clusters Score -9088094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9088096.000000 Penalty: 5351.072754
	Iteration 46Q: 3 clusters Score -9088096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9088110.000000 Penalty: 5351.072754
	Iteration 47Q: 3 clusters Score -9088110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9088111.000000 Penalty: 5351.072754
	Iteration 48Q: 3 clusters Score -9088111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9088109.000000 Penalty: 5351.072754
	Iteration 49Q: 3 clusters Score -9088109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9088116.000000 Penalty: 5351.072754
	Iteration 50Q: 3 clusters Score -9088116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9088111.000000 Penalty: 5351.072754
	Iteration 51Q: 3 clusters Score -9088111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9088116.000000 Penalty: 5351.072754
	Iteration 52Q: 3 clusters Score -9088116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9088112.000000 Penalty: 5351.072754
	Iteration 53Q: 3 clusters Score -9088112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9088112.000000 Penalty: 5351.072754
	Iteration 54F: 3 clusters Score -9088112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -1098638.000000 Penalty: 2152.848633
	Iteration 0F: 2 clusters Score -1098638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1093578.000000 Penalty: 4305.697266
	Iteration 0F: 3 clusters Score -1093578 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1094833.625000 Penalty: 4305.697266
	Iteration 1F: 3 clusters Score -1094834 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1095149.375000 Penalty: 4305.697266
	Iteration 2F: 3 clusters Score -1095149 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1095372.500000 Penalty: 4305.697266
	Iteration 3F: 3 clusters Score -1095372 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1095543.000000 Penalty: 4305.697266
	Iteration 4Q: 3 clusters Score -1095543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1095679.250000 Penalty: 4305.697266
	Iteration 5Q: 3 clusters Score -1095679 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1095793.250000 Penalty: 4305.697266
	Iteration 6Q: 3 clusters Score -1095793 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1095899.375000 Penalty: 4305.697266
	Iteration 7Q: 3 clusters Score -1095899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1096001.875000 Penalty: 4305.697266
	Iteration 8Q: 3 clusters Score -1096002 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1096124.250000 Penalty: 4305.697266
	Iteration 9Q: 3 clusters Score -1096124 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1096242.250000 Penalty: 4305.697266
	Iteration 10Q: 3 clusters Score -1096242 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1096330.250000 Penalty: 4305.697266
	Iteration 11Q: 3 clusters Score -1096330 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1096401.750000 Penalty: 4305.697266
	Iteration 12Q: 3 clusters Score -1096402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1096456.125000 Penalty: 4305.697266
	Iteration 13Q: 3 clusters Score -1096456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1096507.500000 Penalty: 4305.697266
	Iteration 14Q: 3 clusters Score -1096508 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1096551.875000 Penalty: 4305.697266
	Iteration 15Q: 3 clusters Score -1096552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1096590.625000 Penalty: 4305.697266
	Iteration 16Q: 3 clusters Score -1096591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1096640.000000 Penalty: 4305.697266
	Iteration 17Q: 3 clusters Score -1096640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1096684.000000 Penalty: 4305.697266
	Iteration 18Q: 3 clusters Score -1096684 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1096721.125000 Penalty: 4305.697266
	Iteration 19Q: 3 clusters Score -1096721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1096755.375000 Penalty: 4305.697266
	Iteration 20F: 3 clusters Score -1096755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1096785.000000 Penalty: 4305.697266
	Iteration 21Q: 3 clusters Score -1096785 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1096804.125000 Penalty: 4305.697266
	Iteration 22Q: 3 clusters Score -1096804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1096824.875000 Penalty: 4305.697266
	Iteration 23Q: 3 clusters Score -1096825 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1096840.250000 Penalty: 4305.697266
	Iteration 24Q: 3 clusters Score -1096840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1096855.875000 Penalty: 4305.697266
	Iteration 25Q: 3 clusters Score -1096856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1096861.750000 Penalty: 4305.697266
	Iteration 26Q: 3 clusters Score -1096862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1096873.250000 Penalty: 4305.697266
	Iteration 27Q: 3 clusters Score -1096873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1096876.875000 Penalty: 4305.697266
	Iteration 28Q: 3 clusters Score -1096877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1096878.625000 Penalty: 4305.697266
	Iteration 29Q: 3 clusters Score -1096879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1096879.625000 Penalty: 4305.697266
	Iteration 30Q: 3 clusters Score -1096880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1096880.000000 Penalty: 4305.697266
	Iteration 31Q: 3 clusters Score -1096880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1096880.000000 Penalty: 4305.697266
	Iteration 32F: 3 clusters Score -1096880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -420095.562500 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -420095.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -417230.406250 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -417230.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -417754.593750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -417754.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -417893.406250 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -417893.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -417965.375000 Penalty: 3855.076416
	Iteration 3Q: 3 clusters Score -417965.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -418018.750000 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -418018.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -418072.125000 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -418072.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -418141.156250 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -418141.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -418193.500000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -418193.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -418238.343750 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -418238.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -418267.250000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -418267.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -418290.468750 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -418290.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -418319.625000 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -418319.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -418341.875000 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -418341.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -418357.093750 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -418357.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -418372.093750 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -418372.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -418387.687500 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -418387.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -418406.750000 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -418406.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -418423.187500 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -418423.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -418433.531250 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -418433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -418443.593750 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -418443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -418449.625000 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -418449.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -418453.593750 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -418453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -418456.281250 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -418456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -418459.343750 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -418459.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -418461.468750 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -418461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -418462.125000 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -418462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -418462.125000 Penalty: 3855.076416
	Iteration 26F: 3 clusters Score -418462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Entering Unmasked Estep 
Score: -834941.500000 Penalty: 2086.079346
	Iteration 0F: 2 clusters Score -834941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -830784.937500 Penalty: 4172.158691
	Iteration 0F: 3 clusters Score -830784.9 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -831734.812500 Penalty: 4172.158691
	Iteration 1F: 3 clusters Score -831734.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -831915.000000 Penalty: 4172.158691
	Iteration 2F: 3 clusters Score -831915 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -832052.187500 Penalty: 4172.158691
	Iteration 3Q: 3 clusters Score -832052.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -832154.875000 Penalty: 4172.158691
	Iteration 4Q: 3 clusters Score -832154.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -832235.375000 Penalty: 4172.158691
	Iteration 5Q: 3 clusters Score -832235.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -832293.000000 Penalty: 4172.158691
	Iteration 6Q: 3 clusters Score -832293 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -832343.000000 Penalty: 4172.158691
	Iteration 7Q: 3 clusters Score -832343 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -832382.750000 Penalty: 4172.158691
	Iteration 8Q: 3 clusters Score -832382.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -832412.875000 Penalty: 4172.158691
	Iteration 9Q: 3 clusters Score -832412.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -832436.250000 Penalty: 4172.158691
	Iteration 10Q: 3 clusters Score -832436.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -832452.125000 Penalty: 4172.158691
	Iteration 11Q: 3 clusters Score -832452.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -832466.562500 Penalty: 4172.158691
	Iteration 12Q: 3 clusters Score -832466.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -832480.125000 Penalty: 4172.158691
	Iteration 13Q: 3 clusters Score -832480.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -832492.500000 Penalty: 4172.158691
	Iteration 14Q: 3 clusters Score -832492.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -832501.687500 Penalty: 4172.158691
	Iteration 15Q: 3 clusters Score -832501.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -832512.062500 Penalty: 4172.158691
	Iteration 16Q: 3 clusters Score -832512.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -832523.187500 Penalty: 4172.158691
	Iteration 17Q: 3 clusters Score -832523.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -832531.812500 Penalty: 4172.158691
	Iteration 18Q: 3 clusters Score -832531.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -832539.875000 Penalty: 4172.158691
	Iteration 19Q: 3 clusters Score -832539.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -832547.312500 Penalty: 4172.158691
	Iteration 20F: 3 clusters Score -832547.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -832556.187500 Penalty: 4172.158691
	Iteration 21Q: 3 clusters Score -832556.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -832559.125000 Penalty: 4172.158691
	Iteration 22Q: 3 clusters Score -832559.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -832567.187500 Penalty: 4172.158691
	Iteration 23Q: 3 clusters Score -832567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -832574.812500 Penalty: 4172.158691
	Iteration 24Q: 3 clusters Score -832574.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -832586.562500 Penalty: 4172.158691
	Iteration 25Q: 3 clusters Score -832586.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -832596.562500 Penalty: 4172.158691
	Iteration 26Q: 3 clusters Score -832596.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -832611.687500 Penalty: 4172.158691
	Iteration 27Q: 3 clusters Score -832611.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -832630.812500 Penalty: 4172.158691
	Iteration 28Q: 3 clusters Score -832630.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -832651.500000 Penalty: 4172.158691
	Iteration 29Q: 3 clusters Score -832651.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -832672.125000 Penalty: 4172.158691
	Iteration 30Q: 3 clusters Score -832672.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -832688.437500 Penalty: 4172.158691
	Iteration 31Q: 3 clusters Score -832688.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -832697.562500 Penalty: 4172.158691
	Iteration 32Q: 3 clusters Score -832697.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -832708.375000 Penalty: 4172.158691
	Iteration 33Q: 3 clusters Score -832708.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -832716.250000 Penalty: 4172.158691
	Iteration 34Q: 3 clusters Score -832716.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -832723.250000 Penalty: 4172.158691
	Iteration 35Q: 3 clusters Score -832723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -832732.187500 Penalty: 4172.158691
	Iteration 36Q: 3 clusters Score -832732.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -832738.937500 Penalty: 4172.158691
	Iteration 37Q: 3 clusters Score -832738.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -832747.437500 Penalty: 4172.158691
	Iteration 38Q: 3 clusters Score -832747.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -832757.062500 Penalty: 4172.158691
	Iteration 39Q: 3 clusters Score -832757.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -832763.187500 Penalty: 4172.158691
	Iteration 40F: 3 clusters Score -832763.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -832769.812500 Penalty: 4172.158691
	Iteration 41Q: 3 clusters Score -832769.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -832776.750000 Penalty: 4172.158691
	Iteration 42Q: 3 clusters Score -832776.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -832784.625000 Penalty: 4172.158691
	Iteration 43Q: 3 clusters Score -832784.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -832795.625000 Penalty: 4172.158691
	Iteration 44Q: 3 clusters Score -832795.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -832811.250000 Penalty: 4172.158691
	Iteration 45Q: 3 clusters Score -832811.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -832824.375000 Penalty: 4172.158691
	Iteration 46Q: 3 clusters Score -832824.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -832841.750000 Penalty: 4172.158691
	Iteration 47Q: 3 clusters Score -832841.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -832852.125000 Penalty: 4172.158691
	Iteration 48Q: 3 clusters Score -832852.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -832866.250000 Penalty: 4172.158691
	Iteration 49Q: 3 clusters Score -832866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -832876.250000 Penalty: 4172.158691
	Iteration 50Q: 3 clusters Score -832876.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -832888.312500 Penalty: 4172.158691
	Iteration 51Q: 3 clusters Score -832888.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -832896.875000 Penalty: 4172.158691
	Iteration 52Q: 3 clusters Score -832896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -832901.687500 Penalty: 4172.158691
	Iteration 53Q: 3 clusters Score -832901.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -832906.437500 Penalty: 4172.158691
	Iteration 54Q: 3 clusters Score -832906.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -832913.750000 Penalty: 4172.158691
	Iteration 55Q: 3 clusters Score -832913.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -832920.187500 Penalty: 4172.158691
	Iteration 56Q: 3 clusters Score -832920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -832924.000000 Penalty: 4172.158691
	Iteration 57Q: 3 clusters Score -832924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -832926.125000 Penalty: 4172.158691
	Iteration 58Q: 3 clusters Score -832926.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -832927.937500 Penalty: 4172.158691
	Iteration 59Q: 3 clusters Score -832927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -832930.812500 Penalty: 4172.158691
	Iteration 60F: 3 clusters Score -832930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -832931.750000 Penalty: 4172.158691
	Iteration 61Q: 3 clusters Score -832931.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -832931.750000 Penalty: 4172.158691
	Iteration 62F: 3 clusters Score -832931.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Entering Unmasked Estep 
Score: -9314103.000000 Penalty: 2680.572021
	Iteration 0F: 2 clusters Score -9314103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -9283167.000000 Penalty: 5361.144043
	Iteration 0F: 3 clusters Score -9283167 nChanged 23104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -9295833.000000 Penalty: 5361.144043
	Iteration 1F: 3 clusters Score -9295833 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -9296238.000000 Penalty: 5361.144043
	Iteration 2Q: 3 clusters Score -9296238 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -9296610.000000 Penalty: 5361.144043
	Iteration 3Q: 3 clusters Score -9296610 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -9296889.000000 Penalty: 5361.144043
	Iteration 4Q: 3 clusters Score -9296889 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -9297121.000000 Penalty: 5361.144043
	Iteration 5Q: 3 clusters Score -9297121 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -9297311.000000 Penalty: 5361.144043
	Iteration 6Q: 3 clusters Score -9297311 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -9297522.000000 Penalty: 5361.144043
	Iteration 7Q: 3 clusters Score -9297522 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9297693.000000 Penalty: 5361.144043
	Iteration 8Q: 3 clusters Score -9297693 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -9297896.000000 Penalty: 5361.144043
	Iteration 9Q: 3 clusters Score -9297896 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -9298095.000000 Penalty: 5361.144043
	Iteration 10Q: 3 clusters Score -9298095 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -9298243.000000 Penalty: 5361.144043
	Iteration 11Q: 3 clusters Score -9298243 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -9298464.000000 Penalty: 5361.144043
	Iteration 12Q: 3 clusters Score -9298464 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -9298604.000000 Penalty: 5361.144043
	Iteration 13Q: 3 clusters Score -9298604 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -9298886.000000 Penalty: 5361.144043
	Iteration 14Q: 3 clusters Score -9298886 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -9299239.000000 Penalty: 5361.144043
	Iteration 15Q: 3 clusters Score -9299239 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -9299863.000000 Penalty: 5361.144043
	Iteration 16Q: 3 clusters Score -9299863 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -9300765.000000 Penalty: 5361.144043
	Iteration 17Q: 3 clusters Score -9300765 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -9301901.000000 Penalty: 5361.144043
	Iteration 18Q: 3 clusters Score -9301901 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -9303686.000000 Penalty: 5361.144043
	Iteration 19F: 3 clusters Score -9303686 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -9305629.000000 Penalty: 5361.144043
	Iteration 20F: 3 clusters Score -9305629 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -9307456.000000 Penalty: 5361.144043
	Iteration 21F: 3 clusters Score -9307456 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -9308891.000000 Penalty: 5361.144043
	Iteration 22Q: 3 clusters Score -9308891 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -9309933.000000 Penalty: 5361.144043
	Iteration 23Q: 3 clusters Score -9309933 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9310529.000000 Penalty: 5361.144043
	Iteration 24Q: 3 clusters Score -9310529 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -9310859.000000 Penalty: 5361.144043
	Iteration 25Q: 3 clusters Score -9310859 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9311124.000000 Penalty: 5361.144043
	Iteration 26Q: 3 clusters Score -9311124 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47486 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9311322.000000 Penalty: 5361.144043
	Iteration 27Q: 3 clusters Score -9311322 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47886 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9311529.000000 Penalty: 5361.144043
	Iteration 28Q: 3 clusters Score -9311529 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9311720.000000 Penalty: 5361.144043
	Iteration 29Q: 3 clusters Score -9311720 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9311825.000000 Penalty: 5361.144043
	Iteration 30Q: 3 clusters Score -9311825 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9311867.000000 Penalty: 5361.144043
	Iteration 31Q: 3 clusters Score -9311867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9311904.000000 Penalty: 5361.144043
	Iteration 32Q: 3 clusters Score -9311904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9311925.000000 Penalty: 5361.144043
	Iteration 33Q: 3 clusters Score -9311925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9311951.000000 Penalty: 5361.144043
	Iteration 34Q: 3 clusters Score -9311951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9311971.000000 Penalty: 5361.144043
	Iteration 35Q: 3 clusters Score -9311971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9311981.000000 Penalty: 5361.144043
	Iteration 36Q: 3 clusters Score -9311981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -9312007.000000 Penalty: 5361.144043
	Iteration 37Q: 3 clusters Score -9312007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9312021.000000 Penalty: 5361.144043
	Iteration 38Q: 3 clusters Score -9312021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9312039.000000 Penalty: 5361.144043
	Iteration 39Q: 3 clusters Score -9312039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9312046.000000 Penalty: 5361.144043
	Iteration 40F: 3 clusters Score -9312046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9312045.000000 Penalty: 5361.144043
	Iteration 41Q: 3 clusters Score -9312045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9312042.000000 Penalty: 5361.144043
	Iteration 42Q: 3 clusters Score -9312042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9312037.000000 Penalty: 5361.144043
	Iteration 43Q: 3 clusters Score -9312037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9312035.000000 Penalty: 5361.144043
	Iteration 44Q: 3 clusters Score -9312035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9312046.000000 Penalty: 5361.144043
	Iteration 45Q: 3 clusters Score -9312046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9312037.000000 Penalty: 5361.144043
	Iteration 46Q: 3 clusters Score -9312037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9312044.000000 Penalty: 5361.144043
	Iteration 47Q: 3 clusters Score -9312044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9312043.000000 Penalty: 5361.144043
	Iteration 48Q: 3 clusters Score -9312043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48819 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9312050.000000 Penalty: 5361.144043
	Iteration 49Q: 3 clusters Score -9312050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9312048.000000 Penalty: 5361.144043
	Iteration 50Q: 3 clusters Score -9312048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9312054.000000 Penalty: 5361.144043
	Iteration 51Q: 3 clusters Score -9312054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9312053.000000 Penalty: 5361.144043
	Iteration 52Q: 3 clusters Score -9312053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9312043.000000 Penalty: 5361.144043
	Iteration 53Q: 3 clusters Score -9312043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48852 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9312058.000000 Penalty: 5361.144043
	Iteration 54Q: 3 clusters Score -9312058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9312051.000000 Penalty: 5361.144043
	Iteration 55Q: 3 clusters Score -9312051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9312051.000000 Penalty: 5361.144043
	Iteration 56F: 3 clusters Score -9312051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Entering Unmasked Estep 
Score: -1066948.125000 Penalty: 2147.441895
	Iteration 0F: 2 clusters Score -1066948 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 2854 members 
Entering Unmasked Estep 
Score: -1062004.750000 Penalty: 4294.883789
	Iteration 0F: 3 clusters Score -1062005 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1063199.375000 Penalty: 4294.883789
	Iteration 1F: 3 clusters Score -1063199 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1063394.375000 Penalty: 4294.883789
	Iteration 2F: 3 clusters Score -1063394 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1063531.250000 Penalty: 4294.883789
	Iteration 3Q: 3 clusters Score -1063531 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1063635.875000 Penalty: 4294.883789
	Iteration 4Q: 3 clusters Score -1063636 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1063717.000000 Penalty: 4294.883789
	Iteration 5Q: 3 clusters Score -1063717 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1063797.375000 Penalty: 4294.883789
	Iteration 6Q: 3 clusters Score -1063797 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1063858.250000 Penalty: 4294.883789
	Iteration 7Q: 3 clusters Score -1063858 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1063908.500000 Penalty: 4294.883789
	Iteration 8Q: 3 clusters Score -1063908 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1063952.500000 Penalty: 4294.883789
	Iteration 9Q: 3 clusters Score -1063952 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1063985.500000 Penalty: 4294.883789
	Iteration 10Q: 3 clusters Score -1063986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1064008.625000 Penalty: 4294.883789
	Iteration 11Q: 3 clusters Score -1064009 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1064027.125000 Penalty: 4294.883789
	Iteration 12Q: 3 clusters Score -1064027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1064041.875000 Penalty: 4294.883789
	Iteration 13Q: 3 clusters Score -1064042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1064056.000000 Penalty: 4294.883789
	Iteration 14Q: 3 clusters Score -1064056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1064075.750000 Penalty: 4294.883789
	Iteration 15Q: 3 clusters Score -1064076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1064093.625000 Penalty: 4294.883789
	Iteration 16Q: 3 clusters Score -1064094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1064115.500000 Penalty: 4294.883789
	Iteration 17Q: 3 clusters Score -1064116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1064140.375000 Penalty: 4294.883789
	Iteration 18Q: 3 clusters Score -1064140 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1064156.250000 Penalty: 4294.883789
	Iteration 19Q: 3 clusters Score -1064156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1064177.125000 Penalty: 4294.883789
	Iteration 20F: 3 clusters Score -1064177 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1064195.500000 Penalty: 4294.883789
	Iteration 21Q: 3 clusters Score -1064196 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1064217.375000 Penalty: 4294.883789
	Iteration 22Q: 3 clusters Score -1064217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1064240.375000 Penalty: 4294.883789
	Iteration 23Q: 3 clusters Score -1064240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1064256.000000 Penalty: 4294.883789
	Iteration 24Q: 3 clusters Score -1064256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1064275.625000 Penalty: 4294.883789
	Iteration 25Q: 3 clusters Score -1064276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1064297.375000 Penalty: 4294.883789
	Iteration 26Q: 3 clusters Score -1064297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1064325.875000 Penalty: 4294.883789
	Iteration 27Q: 3 clusters Score -1064326 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1064357.000000 Penalty: 4294.883789
	Iteration 28Q: 3 clusters Score -1064357 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1064402.875000 Penalty: 4294.883789
	Iteration 29Q: 3 clusters Score -1064403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1064454.625000 Penalty: 4294.883789
	Iteration 30Q: 3 clusters Score -1064455 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1064503.375000 Penalty: 4294.883789
	Iteration 31Q: 3 clusters Score -1064503 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1064549.000000 Penalty: 4294.883789
	Iteration 32Q: 3 clusters Score -1064549 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1064605.250000 Penalty: 4294.883789
	Iteration 33Q: 3 clusters Score -1064605 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1064664.375000 Penalty: 4294.883789
	Iteration 34Q: 3 clusters Score -1064664 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1064728.625000 Penalty: 4294.883789
	Iteration 35Q: 3 clusters Score -1064729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1064779.500000 Penalty: 4294.883789
	Iteration 36Q: 3 clusters Score -1064780 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1064827.375000 Penalty: 4294.883789
	Iteration 37Q: 3 clusters Score -1064827 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1064872.250000 Penalty: 4294.883789
	Iteration 38Q: 3 clusters Score -1064872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1064930.750000 Penalty: 4294.883789
	Iteration 39Q: 3 clusters Score -1064931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1064989.625000 Penalty: 4294.883789
	Iteration 40F: 3 clusters Score -1064990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1065038.375000 Penalty: 4294.883789
	Iteration 41Q: 3 clusters Score -1065038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1065076.625000 Penalty: 4294.883789
	Iteration 42Q: 3 clusters Score -1065077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1065103.000000 Penalty: 4294.883789
	Iteration 43Q: 3 clusters Score -1065103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1065122.250000 Penalty: 4294.883789
	Iteration 44Q: 3 clusters Score -1065122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1065137.375000 Penalty: 4294.883789
	Iteration 45Q: 3 clusters Score -1065137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1065150.750000 Penalty: 4294.883789
	Iteration 46Q: 3 clusters Score -1065151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1065164.125000 Penalty: 4294.883789
	Iteration 47Q: 3 clusters Score -1065164 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1065184.750000 Penalty: 4294.883789
	Iteration 48Q: 3 clusters Score -1065185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1065200.250000 Penalty: 4294.883789
	Iteration 49Q: 3 clusters Score -1065200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1065218.000000 Penalty: 4294.883789
	Iteration 50Q: 3 clusters Score -1065218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1065233.375000 Penalty: 4294.883789
	Iteration 51Q: 3 clusters Score -1065233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1065239.250000 Penalty: 4294.883789
	Iteration 52Q: 3 clusters Score -1065239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1065245.250000 Penalty: 4294.883789
	Iteration 53Q: 3 clusters Score -1065245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1065248.250000 Penalty: 4294.883789
	Iteration 54Q: 3 clusters Score -1065248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1065256.750000 Penalty: 4294.883789
	Iteration 55Q: 3 clusters Score -1065257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1065260.875000 Penalty: 4294.883789
	Iteration 56Q: 3 clusters Score -1065261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1065263.625000 Penalty: 4294.883789
	Iteration 57Q: 3 clusters Score -1065264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1065267.625000 Penalty: 4294.883789
	Iteration 58Q: 3 clusters Score -1065268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1065274.875000 Penalty: 4294.883789
	Iteration 59Q: 3 clusters Score -1065275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1065281.625000 Penalty: 4294.883789
	Iteration 60F: 3 clusters Score -1065282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1065285.875000 Penalty: 4294.883789
	Iteration 61Q: 3 clusters Score -1065286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1065288.375000 Penalty: 4294.883789
	Iteration 62Q: 3 clusters Score -1065288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1065289.875000 Penalty: 4294.883789
	Iteration 63Q: 3 clusters Score -1065290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1065290.500000 Penalty: 4294.883789
	Iteration 64Q: 3 clusters Score -1065290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1065290.500000 Penalty: 4294.883789
	Iteration 65F: 3 clusters Score -1065290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (50332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Entering Unmasked Estep 
Score: -9397649.000000 Penalty: 2684.946289
	Iteration 0F: 2 clusters Score -9397649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -9366119.000000 Penalty: 5369.892578
	Iteration 0F: 3 clusters Score -9366119 nChanged 23272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -9378770.000000 Penalty: 5369.892578
	Iteration 1F: 3 clusters Score -9378770 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -9379340.000000 Penalty: 5369.892578
	Iteration 2Q: 3 clusters Score -9379340 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -9379887.000000 Penalty: 5369.892578
	Iteration 3Q: 3 clusters Score -9379887 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -9380505.000000 Penalty: 5369.892578
	Iteration 4Q: 3 clusters Score -9380505 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -9381285.000000 Penalty: 5369.892578
	Iteration 5Q: 3 clusters Score -9381285 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9382501.000000 Penalty: 5369.892578
	Iteration 6F: 3 clusters Score -9382501 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9384581.000000 Penalty: 5369.892578
	Iteration 7F: 3 clusters Score -9384581 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -9387439.000000 Penalty: 5369.892578
	Iteration 8F: 3 clusters Score -9387439 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -9390753.000000 Penalty: 5369.892578
	Iteration 9F: 3 clusters Score -9390753 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -9393243.000000 Penalty: 5369.892578
	Iteration 10F: 3 clusters Score -9393243 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -9394559.000000 Penalty: 5369.892578
	Iteration 11Q: 3 clusters Score -9394559 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -9395041.000000 Penalty: 5369.892578
	Iteration 12Q: 3 clusters Score -9395041 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -9395205.000000 Penalty: 5369.892578
	Iteration 13Q: 3 clusters Score -9395205 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -9395313.000000 Penalty: 5369.892578
	Iteration 14Q: 3 clusters Score -9395313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -9395315.000000 Penalty: 5369.892578
	Iteration 15Q: 3 clusters Score -9395315 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -9395339.000000 Penalty: 5369.892578
	Iteration 16Q: 3 clusters Score -9395339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -9395350.000000 Penalty: 5369.892578
	Iteration 17Q: 3 clusters Score -9395350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -9395356.000000 Penalty: 5369.892578
	Iteration 18Q: 3 clusters Score -9395356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -9395364.000000 Penalty: 5369.892578
	Iteration 19Q: 3 clusters Score -9395364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -9395376.000000 Penalty: 5369.892578
	Iteration 20F: 3 clusters Score -9395376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9395371.000000 Penalty: 5369.892578
	Iteration 21Q: 3 clusters Score -9395371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 50088 members 
Entering Unmasked Estep 
Score: -9395372.000000 Penalty: 5369.892578
	Iteration 22Q: 3 clusters Score -9395372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -9395378.000000 Penalty: 5369.892578
	Iteration 23Q: 3 clusters Score -9395378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 50095 members 
Entering Unmasked Estep 
Score: -9395382.000000 Penalty: 5369.892578
	Iteration 24Q: 3 clusters Score -9395382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -9395394.000000 Penalty: 5369.892578
	Iteration 25Q: 3 clusters Score -9395394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -9395393.000000 Penalty: 5369.892578
	Iteration 26Q: 3 clusters Score -9395393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -9395397.000000 Penalty: 5369.892578
	Iteration 27Q: 3 clusters Score -9395397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -9395397.000000 Penalty: 5369.892578
	Iteration 28F: 3 clusters Score -9395397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117586.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117586.9 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 341 members 
Entering Unmasked Estep 
Score: -115925.117188 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115925.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -116203.125000 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116203.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -116321.273438 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116321.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -116455.507812 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -116455.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116722.460938 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -116722.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116948.656250 Penalty: 3234.228271
	Iteration 5F: 3 clusters Score -116948.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117102.843750 Penalty: 3234.228271
	Iteration 6F: 3 clusters Score -117102.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -117199.687500 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -117199.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117266.531250 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -117266.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117310.789062 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -117310.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117355.968750 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -117356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117401.460938 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -117401.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117450.523438 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -117450.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117541.953125 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -117542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117645.046875 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -117645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117697.500000 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -117697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117799.078125 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -117799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117802.164062 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -117802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117802.164062 Penalty: 3234.228271
	Iteration 18F: 3 clusters Score -117802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46079 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 139 members 
Mstep: Class 30 contains 48253 members 
Mstep: Class 31 contains 540 members 
Entering Unmasked Estep 
Score: -137135424.000000 Penalty: 103966.859375
Splitting cluster 29 changes total score from -137136864.000000 to -137135424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (48253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Entering Unmasked Estep 
Score: -9029330.000000 Penalty: 2674.484863
	Iteration 0F: 2 clusters Score -9029330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8999769.000000 Penalty: 5348.969727
	Iteration 0F: 3 clusters Score -8999769 nChanged 22213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -9012213.000000 Penalty: 5348.969727
	Iteration 1F: 3 clusters Score -9012213 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9013345.000000 Penalty: 5348.969727
	Iteration 2F: 3 clusters Score -9013345 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -9015043.000000 Penalty: 5348.969727
	Iteration 3F: 3 clusters Score -9015043 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -9017329.000000 Penalty: 5348.969727
	Iteration 4F: 3 clusters Score -9017329 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -9020281.000000 Penalty: 5348.969727
	Iteration 5F: 3 clusters Score -9020281 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -9024048.000000 Penalty: 5348.969727
	Iteration 6F: 3 clusters Score -9024048 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -9027289.000000 Penalty: 5348.969727
	Iteration 7F: 3 clusters Score -9027289 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -9028812.000000 Penalty: 5348.969727
	Iteration 8Q: 3 clusters Score -9028812 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -9029338.000000 Penalty: 5348.969727
	Iteration 9Q: 3 clusters Score -9029338 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9029561.000000 Penalty: 5348.969727
	Iteration 10Q: 3 clusters Score -9029561 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -9029689.000000 Penalty: 5348.969727
	Iteration 11Q: 3 clusters Score -9029689 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -9029823.000000 Penalty: 5348.969727
	Iteration 12Q: 3 clusters Score -9029823 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -9029847.000000 Penalty: 5348.969727
	Iteration 13Q: 3 clusters Score -9029847 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -9029917.000000 Penalty: 5348.969727
	Iteration 14Q: 3 clusters Score -9029917 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -9029942.000000 Penalty: 5348.969727
	Iteration 15Q: 3 clusters Score -9029942 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -9029953.000000 Penalty: 5348.969727
	Iteration 16Q: 3 clusters Score -9029953 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -9029943.000000 Penalty: 5348.969727
	Iteration 17Q: 3 clusters Score -9029943 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -9029909.000000 Penalty: 5348.969727
	Iteration 18Q: 3 clusters Score -9029909 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -9029863.000000 Penalty: 5348.969727
	Iteration 19Q: 3 clusters Score -9029863 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -9029857.000000 Penalty: 5348.969727
	Iteration 20F: 3 clusters Score -9029857 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -9029792.000000 Penalty: 5348.969727
	Iteration 21Q: 3 clusters Score -9029792 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9029718.000000 Penalty: 5348.969727
	Iteration 22Q: 3 clusters Score -9029718 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -9029702.000000 Penalty: 5348.969727
	Iteration 23Q: 3 clusters Score -9029702 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -9029663.000000 Penalty: 5348.969727
	Iteration 24Q: 3 clusters Score -9029663 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -9029557.000000 Penalty: 5348.969727
	Iteration 25Q: 3 clusters Score -9029557 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -9029454.000000 Penalty: 5348.969727
	Iteration 26Q: 3 clusters Score -9029454 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -9029381.000000 Penalty: 5348.969727
	Iteration 27Q: 3 clusters Score -9029381 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -9029356.000000 Penalty: 5348.969727
	Iteration 28Q: 3 clusters Score -9029356 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -9029296.000000 Penalty: 5348.969727
	Iteration 29Q: 3 clusters Score -9029296 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -9029238.000000 Penalty: 5348.969727
	Iteration 30Q: 3 clusters Score -9029238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -9029145.000000 Penalty: 5348.969727
	Iteration 31Q: 3 clusters Score -9029145 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -9029094.000000 Penalty: 5348.969727
	Iteration 32Q: 3 clusters Score -9029094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -9029013.000000 Penalty: 5348.969727
	Iteration 33Q: 3 clusters Score -9029013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -9028954.000000 Penalty: 5348.969727
	Iteration 34Q: 3 clusters Score -9028954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -9028919.000000 Penalty: 5348.969727
	Iteration 35Q: 3 clusters Score -9028919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -9028890.000000 Penalty: 5348.969727
	Iteration 36Q: 3 clusters Score -9028890 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -9028833.000000 Penalty: 5348.969727
	Iteration 37Q: 3 clusters Score -9028833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -9028801.000000 Penalty: 5348.969727
	Iteration 38Q: 3 clusters Score -9028801 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -9028765.000000 Penalty: 5348.969727
	Iteration 39Q: 3 clusters Score -9028765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -9028739.000000 Penalty: 5348.969727
	Iteration 40F: 3 clusters Score -9028739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -9028723.000000 Penalty: 5348.969727
	Iteration 41Q: 3 clusters Score -9028723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -9028705.000000 Penalty: 5348.969727
	Iteration 42Q: 3 clusters Score -9028705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -9028678.000000 Penalty: 5348.969727
	Iteration 43Q: 3 clusters Score -9028678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -9028659.000000 Penalty: 5348.969727
	Iteration 44Q: 3 clusters Score -9028659 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -9028651.000000 Penalty: 5348.969727
	Iteration 45Q: 3 clusters Score -9028651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -9028640.000000 Penalty: 5348.969727
	Iteration 46Q: 3 clusters Score -9028640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9028629.000000 Penalty: 5348.969727
	Iteration 47Q: 3 clusters Score -9028629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -9028611.000000 Penalty: 5348.969727
	Iteration 48Q: 3 clusters Score -9028611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -9028604.000000 Penalty: 5348.969727
	Iteration 49Q: 3 clusters Score -9028604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -9028593.000000 Penalty: 5348.969727
	Iteration 50Q: 3 clusters Score -9028593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -9028584.000000 Penalty: 5348.969727
	Iteration 51Q: 3 clusters Score -9028584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9028586.000000 Penalty: 5348.969727
	Iteration 52Q: 3 clusters Score -9028586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9028566.000000 Penalty: 5348.969727
	Iteration 53Q: 3 clusters Score -9028566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -9028568.000000 Penalty: 5348.969727
	Iteration 54Q: 3 clusters Score -9028568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -9028572.000000 Penalty: 5348.969727
	Iteration 55Q: 3 clusters Score -9028572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -9028566.000000 Penalty: 5348.969727
	Iteration 56Q: 3 clusters Score -9028566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -9028571.000000 Penalty: 5348.969727
	Iteration 57Q: 3 clusters Score -9028571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -9028561.000000 Penalty: 5348.969727
	Iteration 58Q: 3 clusters Score -9028561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -9028555.000000 Penalty: 5348.969727
	Iteration 59Q: 3 clusters Score -9028555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9028550.000000 Penalty: 5348.969727
	Iteration 60F: 3 clusters Score -9028550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -9028542.000000 Penalty: 5348.969727
	Iteration 61Q: 3 clusters Score -9028542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9028556.000000 Penalty: 5348.969727
	Iteration 62Q: 3 clusters Score -9028556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -9028551.000000 Penalty: 5348.969727
	Iteration 63Q: 3 clusters Score -9028551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -9028537.000000 Penalty: 5348.969727
	Iteration 64Q: 3 clusters Score -9028537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -9028535.000000 Penalty: 5348.969727
	Iteration 65Q: 3 clusters Score -9028535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -9028517.000000 Penalty: 5348.969727
	Iteration 66Q: 3 clusters Score -9028517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -9028516.000000 Penalty: 5348.969727
	Iteration 67Q: 3 clusters Score -9028516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -9028508.000000 Penalty: 5348.969727
	Iteration 68Q: 3 clusters Score -9028508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -9028502.000000 Penalty: 5348.969727
	Iteration 69Q: 3 clusters Score -9028502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -9028499.000000 Penalty: 5348.969727
	Iteration 70Q: 3 clusters Score -9028499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -9028499.000000 Penalty: 5348.969727
	Iteration 71Q: 3 clusters Score -9028499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9028495.000000 Penalty: 5348.969727
	Iteration 72Q: 3 clusters Score -9028495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9028495.000000 Penalty: 5348.969727
	Iteration 73F: 3 clusters Score -9028495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 46079 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22157 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46537 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57478 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 52828 members 
Mstep: Class 15 contains 45641 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 28950 members 
Mstep: Class 18 contains 44164 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5701 members 
Mstep: Class 22 contains 48458 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49452 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137088.000000 Penalty: 100613.093750
Iteration 239Q: 31 clusters Score -1.371371e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 50001 members 
Mstep: Class 4 contains 44299 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22146 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46506 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57475 members 
Mstep: Class 13 contains 7016 members 
Mstep: Class 14 contains 52869 members 
Mstep: Class 15 contains 45627 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 28934 members 
Mstep: Class 18 contains 44182 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 5711 members 
Mstep: Class 22 contains 48466 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49457 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 50349 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137120.000000 Penalty: 100613.093750
Iteration 240F: 31 clusters Score -1.371371e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 46133 members 
Mstep: Class 3 contains 49974 members 
Mstep: Class 4 contains 44276 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22145 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46505 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57477 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 52915 members 
Mstep: Class 15 contains 45591 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 28925 members 
Mstep: Class 18 contains 44195 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5723 members 
Mstep: Class 22 contains 48476 members 
Mstep: Class 23 contains 5891 members 
Mstep: Class 24 contains 2375 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49442 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 50366 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137232.000000 Penalty: 100613.093750
Iteration 241Q: 31 clusters Score -1.371372e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 46152 members 
Mstep: Class 3 contains 49956 members 
Mstep: Class 4 contains 44236 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22144 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46501 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 57486 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 52929 members 
Mstep: Class 15 contains 45578 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 28912 members 
Mstep: Class 18 contains 44200 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26505 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 48487 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 2374 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 49420 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 50402 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137440.000000 Penalty: 100613.093750
Iteration 242Q: 31 clusters Score -1.371374e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 46169 members 
Mstep: Class 3 contains 49925 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22135 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46529 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57474 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 52925 members 
Mstep: Class 15 contains 45567 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 28894 members 
Mstep: Class 18 contains 44197 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 48502 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 2373 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 49400 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 50467 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137680.000000 Penalty: 100613.093750
Iteration 243Q: 31 clusters Score -1.371377e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 46203 members 
Mstep: Class 3 contains 49881 members 
Mstep: Class 4 contains 44170 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46522 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57476 members 
Mstep: Class 13 contains 7044 members 
Mstep: Class 14 contains 52945 members 
Mstep: Class 15 contains 45537 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28884 members 
Mstep: Class 18 contains 44195 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26513 members 
Mstep: Class 21 contains 5740 members 
Mstep: Class 22 contains 48514 members 
Mstep: Class 23 contains 5894 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 49381 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 50504 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137392.000000 Penalty: 100613.093750
Iteration 244Q: 31 clusters Score -1.371374e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 46212 members 
Mstep: Class 3 contains 49864 members 
Mstep: Class 4 contains 44134 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22142 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46513 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57491 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 45514 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28867 members 
Mstep: Class 18 contains 44202 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 48523 members 
Mstep: Class 23 contains 5892 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 49383 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 50517 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137328.000000 Penalty: 100613.093750
Iteration 245Q: 31 clusters Score -1.371373e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 46193 members 
Mstep: Class 3 contains 49865 members 
Mstep: Class 4 contains 44117 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22150 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46503 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57492 members 
Mstep: Class 13 contains 7046 members 
Mstep: Class 14 contains 53041 members 
Mstep: Class 15 contains 45507 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28855 members 
Mstep: Class 18 contains 44210 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 5751 members 
Mstep: Class 22 contains 48533 members 
Mstep: Class 23 contains 5890 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4500 members 
Mstep: Class 26 contains 49368 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 50553 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137408.000000 Penalty: 100613.093750
Iteration 246Q: 31 clusters Score -1.371374e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 46198 members 
Mstep: Class 3 contains 49834 members 
Mstep: Class 4 contains 44109 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22155 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46506 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57486 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 53115 members 
Mstep: Class 15 contains 45503 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 44211 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26506 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 48537 members 
Mstep: Class 23 contains 5886 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 49355 members 
Mstep: Class 27 contains 5770 members 
Mstep: Class 28 contains 50560 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137696.000000 Penalty: 100613.093750
Iteration 247Q: 31 clusters Score -1.371377e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 46187 members 
Mstep: Class 3 contains 49803 members 
Mstep: Class 4 contains 44112 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22158 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46490 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57444 members 
Mstep: Class 13 contains 7053 members 
Mstep: Class 14 contains 53184 members 
Mstep: Class 15 contains 45494 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28818 members 
Mstep: Class 18 contains 44215 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26499 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 48542 members 
Mstep: Class 23 contains 5885 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4499 members 
Mstep: Class 26 contains 49383 members 
Mstep: Class 27 contains 5770 members 
Mstep: Class 28 contains 50559 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137632.000000 Penalty: 100613.093750
Iteration 248Q: 31 clusters Score -1.371376e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 46157 members 
Mstep: Class 3 contains 49791 members 
Mstep: Class 4 contains 44099 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22164 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46488 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57440 members 
Mstep: Class 13 contains 7054 members 
Mstep: Class 14 contains 53244 members 
Mstep: Class 15 contains 45476 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28815 members 
Mstep: Class 18 contains 44220 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 5777 members 
Mstep: Class 22 contains 48544 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4504 members 
Mstep: Class 26 contains 49389 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 50573 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137760.000000 Penalty: 100613.093750
Iteration 249Q: 31 clusters Score -1.371378e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 46158 members 
Mstep: Class 3 contains 49789 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22172 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46502 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57420 members 
Mstep: Class 13 contains 7061 members 
Mstep: Class 14 contains 53245 members 
Mstep: Class 15 contains 45454 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 28806 members 
Mstep: Class 18 contains 44207 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5782 members 
Mstep: Class 22 contains 48548 members 
Mstep: Class 23 contains 5880 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4506 members 
Mstep: Class 26 contains 49401 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50617 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137568.000000 Penalty: 100613.093750
Iteration 250Q: 31 clusters Score -1.371376e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 46136 members 
Mstep: Class 3 contains 49790 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22179 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46503 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57401 members 
Mstep: Class 13 contains 7066 members 
Mstep: Class 14 contains 53247 members 
Mstep: Class 15 contains 45427 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28788 members 
Mstep: Class 18 contains 44205 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 5792 members 
Mstep: Class 22 contains 48565 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 49435 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50645 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137584.000000 Penalty: 100613.093750
Iteration 251Q: 31 clusters Score -1.371376e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 46119 members 
Mstep: Class 3 contains 49784 members 
Mstep: Class 4 contains 44058 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22181 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57372 members 
Mstep: Class 13 contains 7067 members 
Mstep: Class 14 contains 53297 members 
Mstep: Class 15 contains 45393 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28761 members 
Mstep: Class 18 contains 44204 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 48595 members 
Mstep: Class 23 contains 5879 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 49449 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50667 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137856.000000 Penalty: 100613.093750
Iteration 252Q: 31 clusters Score -1.371379e+08 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 46129 members 
Mstep: Class 3 contains 49790 members 
Mstep: Class 4 contains 44044 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22192 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46538 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57357 members 
Mstep: Class 13 contains 7065 members 
Mstep: Class 14 contains 53324 members 
Mstep: Class 15 contains 45342 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28748 members 
Mstep: Class 18 contains 44190 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 48610 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 49447 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50703 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137776.000000 Penalty: 100613.093750
Iteration 253Q: 31 clusters Score -1.371378e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 46145 members 
Mstep: Class 3 contains 49793 members 
Mstep: Class 4 contains 44040 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22202 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46557 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57377 members 
Mstep: Class 13 contains 7059 members 
Mstep: Class 14 contains 53337 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 28735 members 
Mstep: Class 18 contains 44182 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5819 members 
Mstep: Class 22 contains 48631 members 
Mstep: Class 23 contains 5883 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 49424 members 
Mstep: Class 27 contains 5763 members 
Mstep: Class 28 contains 50742 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137904.000000 Penalty: 100613.093750
Iteration 254Q: 31 clusters Score -1.371379e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 46182 members 
Mstep: Class 3 contains 49807 members 
Mstep: Class 4 contains 44044 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22210 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46580 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57354 members 
Mstep: Class 13 contains 7057 members 
Mstep: Class 14 contains 53321 members 
Mstep: Class 15 contains 45222 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 44166 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26512 members 
Mstep: Class 21 contains 5829 members 
Mstep: Class 22 contains 48628 members 
Mstep: Class 23 contains 5880 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4508 members 
Mstep: Class 26 contains 49411 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50793 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137824.000000 Penalty: 100613.093750
Iteration 255Q: 31 clusters Score -1.371378e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 46213 members 
Mstep: Class 3 contains 49810 members 
Mstep: Class 4 contains 44067 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22212 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46586 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57331 members 
Mstep: Class 13 contains 7053 members 
Mstep: Class 14 contains 53335 members 
Mstep: Class 15 contains 45167 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 28715 members 
Mstep: Class 18 contains 44168 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 5837 members 
Mstep: Class 22 contains 48635 members 
Mstep: Class 23 contains 5879 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4508 members 
Mstep: Class 26 contains 49409 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 50817 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137776.000000 Penalty: 100613.093750
Iteration 256Q: 31 clusters Score -1.371378e+08 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46454 members 
Mstep: Class 2 contains 46245 members 
Mstep: Class 3 contains 49860 members 
Mstep: Class 4 contains 44060 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22220 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46618 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57317 members 
Mstep: Class 13 contains 7047 members 
Mstep: Class 14 contains 53355 members 
Mstep: Class 15 contains 45104 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 28694 members 
Mstep: Class 18 contains 44159 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26510 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 22 contains 48651 members 
Mstep: Class 23 contains 5876 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4509 members 
Mstep: Class 26 contains 49365 members 
Mstep: Class 27 contains 5764 members 
Mstep: Class 28 contains 50846 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137904.000000 Penalty: 100613.093750
Iteration 257Q: 31 clusters Score -1.371379e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46432 members 
Mstep: Class 2 contains 46247 members 
Mstep: Class 3 contains 49911 members 
Mstep: Class 4 contains 44079 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22226 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46622 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57308 members 
Mstep: Class 13 contains 7043 members 
Mstep: Class 14 contains 53367 members 
Mstep: Class 15 contains 45044 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 28675 members 
Mstep: Class 18 contains 44128 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26509 members 
Mstep: Class 21 contains 5861 members 
Mstep: Class 22 contains 48670 members 
Mstep: Class 23 contains 5878 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4509 members 
Mstep: Class 26 contains 49347 members 
Mstep: Class 27 contains 5762 members 
Mstep: Class 28 contains 50895 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137968.000000 Penalty: 100613.093750
Iteration 258Q: 31 clusters Score -1.37138e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 46260 members 
Mstep: Class 3 contains 49908 members 
Mstep: Class 4 contains 44082 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46612 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57313 members 
Mstep: Class 13 contains 7045 members 
Mstep: Class 14 contains 53374 members 
Mstep: Class 15 contains 44995 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 28657 members 
Mstep: Class 18 contains 44105 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5874 members 
Mstep: Class 22 contains 48699 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4510 members 
Mstep: Class 26 contains 49357 members 
Mstep: Class 27 contains 5759 members 
Mstep: Class 28 contains 50950 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137664.000000 Penalty: 100613.093750
Iteration 259Q: 31 clusters Score -1.371377e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 46238 members 
Mstep: Class 3 contains 49908 members 
Mstep: Class 4 contains 44070 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22235 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46618 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57331 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 53392 members 
Mstep: Class 15 contains 44935 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28649 members 
Mstep: Class 18 contains 44085 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26511 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 48699 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4510 members 
Mstep: Class 26 contains 49407 members 
Mstep: Class 27 contains 5761 members 
Mstep: Class 28 contains 51000 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137808.000000 Penalty: 100613.093750
Iteration 260F: 31 clusters Score -1.371378e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 46285 members 
Mstep: Class 3 contains 49923 members 
Mstep: Class 4 contains 44051 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22235 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46628 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57319 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 53420 members 
Mstep: Class 15 contains 44885 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28641 members 
Mstep: Class 18 contains 44070 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 48701 members 
Mstep: Class 23 contains 5884 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4509 members 
Mstep: Class 26 contains 49392 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 51043 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137664.000000 Penalty: 100613.093750
Iteration 261Q: 31 clusters Score -1.371377e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 46295 members 
Mstep: Class 3 contains 49959 members 
Mstep: Class 4 contains 44022 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22236 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57310 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 53473 members 
Mstep: Class 15 contains 44818 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28634 members 
Mstep: Class 18 contains 44057 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26505 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 48707 members 
Mstep: Class 23 contains 5881 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 49373 members 
Mstep: Class 27 contains 5766 members 
Mstep: Class 28 contains 51077 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137504.000000 Penalty: 100613.093750
Iteration 262Q: 31 clusters Score -1.371375e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 46332 members 
Mstep: Class 3 contains 49947 members 
Mstep: Class 4 contains 43993 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22241 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46616 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57290 members 
Mstep: Class 13 contains 7036 members 
Mstep: Class 14 contains 53542 members 
Mstep: Class 15 contains 44759 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28622 members 
Mstep: Class 18 contains 44045 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26502 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 48715 members 
Mstep: Class 23 contains 5873 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 49375 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 51111 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137408.000000 Penalty: 100613.093750
Iteration 263Q: 31 clusters Score -1.371374e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 46342 members 
Mstep: Class 3 contains 49957 members 
Mstep: Class 4 contains 43977 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22249 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46600 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57270 members 
Mstep: Class 13 contains 7038 members 
Mstep: Class 14 contains 53540 members 
Mstep: Class 15 contains 44728 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 28609 members 
Mstep: Class 18 contains 44036 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26501 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 22 contains 48719 members 
Mstep: Class 23 contains 5870 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4516 members 
Mstep: Class 26 contains 49383 members 
Mstep: Class 27 contains 5767 members 
Mstep: Class 28 contains 51166 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137520.000000 Penalty: 100613.093750
Iteration 264Q: 31 clusters Score -1.371375e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 46348 members 
Mstep: Class 3 contains 49959 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22252 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46592 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57311 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 53577 members 
Mstep: Class 15 contains 44681 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28587 members 
Mstep: Class 18 contains 44024 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 5949 members 
Mstep: Class 22 contains 48736 members 
Mstep: Class 23 contains 5866 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4518 members 
Mstep: Class 26 contains 49393 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 51193 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137680.000000 Penalty: 100613.093750
Iteration 265Q: 31 clusters Score -1.371377e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 46369 members 
Mstep: Class 3 contains 49954 members 
Mstep: Class 4 contains 43950 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22247 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46607 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57295 members 
Mstep: Class 13 contains 7034 members 
Mstep: Class 14 contains 53590 members 
Mstep: Class 15 contains 44629 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28567 members 
Mstep: Class 18 contains 44031 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26497 members 
Mstep: Class 21 contains 5960 members 
Mstep: Class 22 contains 48739 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 49415 members 
Mstep: Class 27 contains 5769 members 
Mstep: Class 28 contains 51231 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137488.000000 Penalty: 100613.093750
Iteration 266Q: 31 clusters Score -1.371375e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 46377 members 
Mstep: Class 3 contains 49962 members 
Mstep: Class 4 contains 43961 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22247 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46617 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57298 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 53585 members 
Mstep: Class 15 contains 44590 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28559 members 
Mstep: Class 18 contains 44029 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 5964 members 
Mstep: Class 22 contains 48729 members 
Mstep: Class 23 contains 5869 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 49411 members 
Mstep: Class 27 contains 5768 members 
Mstep: Class 28 contains 51263 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137648.000000 Penalty: 100613.093750
Iteration 267Q: 31 clusters Score -1.371376e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 46365 members 
Mstep: Class 3 contains 49995 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22253 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46627 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57274 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 14 contains 53580 members 
Mstep: Class 15 contains 44554 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28535 members 
Mstep: Class 18 contains 44027 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 5969 members 
Mstep: Class 22 contains 48729 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 49408 members 
Mstep: Class 27 contains 5765 members 
Mstep: Class 28 contains 51295 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137376.000000 Penalty: 100613.093750
Iteration 268Q: 31 clusters Score -1.371374e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 46350 members 
Mstep: Class 3 contains 50029 members 
Mstep: Class 4 contains 43969 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22245 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46600 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57239 members 
Mstep: Class 13 contains 7023 members 
Mstep: Class 14 contains 53573 members 
Mstep: Class 15 contains 44531 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28520 members 
Mstep: Class 18 contains 44022 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 5975 members 
Mstep: Class 22 contains 48741 members 
Mstep: Class 23 contains 5867 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4520 members 
Mstep: Class 26 contains 49417 members 
Mstep: Class 27 contains 5767 members 
Mstep: Class 28 contains 51332 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137376.000000 Penalty: 100613.093750
Iteration 269Q: 31 clusters Score -1.371374e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 46365 members 
Mstep: Class 3 contains 50051 members 
Mstep: Class 4 contains 43971 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22244 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46576 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57201 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 53567 members 
Mstep: Class 15 contains 44491 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28502 members 
Mstep: Class 18 contains 44009 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5981 members 
Mstep: Class 22 contains 48745 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4521 members 
Mstep: Class 26 contains 49444 members 
Mstep: Class 27 contains 5773 members 
Mstep: Class 28 contains 51360 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137632.000000 Penalty: 100613.093750
Iteration 270Q: 31 clusters Score -1.371376e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 46436 members 
Mstep: Class 3 contains 50060 members 
Mstep: Class 4 contains 43964 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22243 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46546 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57202 members 
Mstep: Class 13 contains 7020 members 
Mstep: Class 14 contains 53597 members 
Mstep: Class 15 contains 44453 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 28489 members 
Mstep: Class 18 contains 44003 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5986 members 
Mstep: Class 22 contains 48744 members 
Mstep: Class 23 contains 5865 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 49433 members 
Mstep: Class 27 contains 5773 members 
Mstep: Class 28 contains 51366 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137456.000000 Penalty: 100613.093750
Iteration 271Q: 31 clusters Score -1.371375e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 46473 members 
Mstep: Class 3 contains 50031 members 
Mstep: Class 4 contains 43970 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22251 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46564 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57190 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 53633 members 
Mstep: Class 15 contains 44420 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 28479 members 
Mstep: Class 18 contains 43997 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26486 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 48736 members 
Mstep: Class 23 contains 5861 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 49442 members 
Mstep: Class 27 contains 5774 members 
Mstep: Class 28 contains 51365 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137456.000000 Penalty: 100613.093750
Iteration 272Q: 31 clusters Score -1.371375e+08 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 46486 members 
Mstep: Class 3 contains 50040 members 
Mstep: Class 4 contains 43968 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22246 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46565 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57161 members 
Mstep: Class 13 contains 7022 members 
Mstep: Class 14 contains 53666 members 
Mstep: Class 15 contains 44392 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 28475 members 
Mstep: Class 18 contains 43993 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26490 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 48729 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4525 members 
Mstep: Class 26 contains 49450 members 
Mstep: Class 27 contains 5775 members 
Mstep: Class 28 contains 51382 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137536.000000 Penalty: 100613.093750
Iteration 273Q: 31 clusters Score -1.371375e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 46507 members 
Mstep: Class 3 contains 50063 members 
Mstep: Class 4 contains 43978 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22240 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46561 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57126 members 
Mstep: Class 13 contains 7025 members 
Mstep: Class 14 contains 53689 members 
Mstep: Class 15 contains 44368 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 28472 members 
Mstep: Class 18 contains 43971 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 48734 members 
Mstep: Class 23 contains 5855 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 49460 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 51393 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137536.000000 Penalty: 100613.093750
Iteration 274Q: 31 clusters Score -1.371375e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 46541 members 
Mstep: Class 3 contains 50074 members 
Mstep: Class 4 contains 43985 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22229 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46562 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57084 members 
Mstep: Class 13 contains 7017 members 
Mstep: Class 14 contains 53746 members 
Mstep: Class 15 contains 44308 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 28470 members 
Mstep: Class 18 contains 43967 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26497 members 
Mstep: Class 21 contains 6010 members 
Mstep: Class 22 contains 48748 members 
Mstep: Class 23 contains 5854 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4531 members 
Mstep: Class 26 contains 49475 members 
Mstep: Class 27 contains 5781 members 
Mstep: Class 28 contains 51395 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137536.000000 Penalty: 100613.093750
Iteration 275Q: 31 clusters Score -1.371375e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46123 members 
Mstep: Class 2 contains 46586 members 
Mstep: Class 3 contains 50093 members 
Mstep: Class 4 contains 43984 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1089 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22221 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46558 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 57035 members 
Mstep: Class 13 contains 7018 members 
Mstep: Class 14 contains 53802 members 
Mstep: Class 15 contains 44264 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 28457 members 
Mstep: Class 18 contains 43977 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 48747 members 
Mstep: Class 23 contains 5849 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4535 members 
Mstep: Class 26 contains 49494 members 
Mstep: Class 27 contains 5780 members 
Mstep: Class 28 contains 51389 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137552.000000 Penalty: 100613.093750
Iteration 276Q: 31 clusters Score -1.371376e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 46628 members 
Mstep: Class 3 contains 50122 members 
Mstep: Class 4 contains 43977 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22211 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46539 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56980 members 
Mstep: Class 13 contains 7016 members 
Mstep: Class 14 contains 53825 members 
Mstep: Class 15 contains 44223 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 28442 members 
Mstep: Class 18 contains 43977 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26504 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 48752 members 
Mstep: Class 23 contains 5850 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4539 members 
Mstep: Class 26 contains 49554 members 
Mstep: Class 27 contains 5781 members 
Mstep: Class 28 contains 51397 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137664.000000 Penalty: 100613.093750
Iteration 277Q: 31 clusters Score -1.371377e+08 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 46689 members 
Mstep: Class 3 contains 50121 members 
Mstep: Class 4 contains 43976 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1087 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22202 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46535 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56915 members 
Mstep: Class 13 contains 7013 members 
Mstep: Class 14 contains 53843 members 
Mstep: Class 15 contains 44193 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 43976 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26505 members 
Mstep: Class 21 contains 6020 members 
Mstep: Class 22 contains 48760 members 
Mstep: Class 23 contains 5845 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4542 members 
Mstep: Class 26 contains 49597 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51396 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137440.000000 Penalty: 100613.093750
Iteration 278Q: 31 clusters Score -1.371374e+08 nChanged 1231
Entering ConstructFrom: 
Score: -137137440.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (46057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Entering Unmasked Estep 
Score: -8613456.000000 Penalty: 2662.933350
	Iteration 0F: 2 clusters Score -8613456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8583448.000000 Penalty: 5325.866699
	Iteration 0F: 3 clusters Score -8583448 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -8595583.000000 Penalty: 5325.866699
	Iteration 1F: 3 clusters Score -8595583 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -8596811.000000 Penalty: 5325.866699
	Iteration 2F: 3 clusters Score -8596811 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8598431.000000 Penalty: 5325.866699
	Iteration 3F: 3 clusters Score -8598431 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8600545.000000 Penalty: 5325.866699
	Iteration 4F: 3 clusters Score -8600545 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -8603219.000000 Penalty: 5325.866699
	Iteration 5F: 3 clusters Score -8603219 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8606376.000000 Penalty: 5325.866699
	Iteration 6F: 3 clusters Score -8606376 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -8609093.000000 Penalty: 5325.866699
	Iteration 7F: 3 clusters Score -8609093 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -8610400.000000 Penalty: 5325.866699
	Iteration 8Q: 3 clusters Score -8610400 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -8611002.000000 Penalty: 5325.866699
	Iteration 9Q: 3 clusters Score -8611002 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -8611309.000000 Penalty: 5325.866699
	Iteration 10Q: 3 clusters Score -8611309 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -8611475.000000 Penalty: 5325.866699
	Iteration 11Q: 3 clusters Score -8611475 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -8611643.000000 Penalty: 5325.866699
	Iteration 12Q: 3 clusters Score -8611643 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -8611766.000000 Penalty: 5325.866699
	Iteration 13Q: 3 clusters Score -8611766 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -8611860.000000 Penalty: 5325.866699
	Iteration 14Q: 3 clusters Score -8611860 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -8611975.000000 Penalty: 5325.866699
	Iteration 15Q: 3 clusters Score -8611975 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -8612038.000000 Penalty: 5325.866699
	Iteration 16Q: 3 clusters Score -8612038 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8612074.000000 Penalty: 5325.866699
	Iteration 17Q: 3 clusters Score -8612074 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8612138.000000 Penalty: 5325.866699
	Iteration 18Q: 3 clusters Score -8612138 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -8612195.000000 Penalty: 5325.866699
	Iteration 19Q: 3 clusters Score -8612195 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -8612205.000000 Penalty: 5325.866699
	Iteration 20F: 3 clusters Score -8612205 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -8612261.000000 Penalty: 5325.866699
	Iteration 21Q: 3 clusters Score -8612261 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8612314.000000 Penalty: 5325.866699
	Iteration 22Q: 3 clusters Score -8612314 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8612349.000000 Penalty: 5325.866699
	Iteration 23Q: 3 clusters Score -8612349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8612383.000000 Penalty: 5325.866699
	Iteration 24Q: 3 clusters Score -8612383 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8612364.000000 Penalty: 5325.866699
	Iteration 25Q: 3 clusters Score -8612364 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8612377.000000 Penalty: 5325.866699
	Iteration 26Q: 3 clusters Score -8612377 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8612388.000000 Penalty: 5325.866699
	Iteration 27Q: 3 clusters Score -8612388 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8612389.000000 Penalty: 5325.866699
	Iteration 28Q: 3 clusters Score -8612389 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8612388.000000 Penalty: 5325.866699
	Iteration 29Q: 3 clusters Score -8612388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8612382.000000 Penalty: 5325.866699
	Iteration 30Q: 3 clusters Score -8612382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8612359.000000 Penalty: 5325.866699
	Iteration 31Q: 3 clusters Score -8612359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -8612373.000000 Penalty: 5325.866699
	Iteration 32Q: 3 clusters Score -8612373 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8612360.000000 Penalty: 5325.866699
	Iteration 33Q: 3 clusters Score -8612360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8612375.000000 Penalty: 5325.866699
	Iteration 34Q: 3 clusters Score -8612375 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8612403.000000 Penalty: 5325.866699
	Iteration 35Q: 3 clusters Score -8612403 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8612405.000000 Penalty: 5325.866699
	Iteration 36Q: 3 clusters Score -8612405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -8612402.000000 Penalty: 5325.866699
	Iteration 37Q: 3 clusters Score -8612402 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8612404.000000 Penalty: 5325.866699
	Iteration 38Q: 3 clusters Score -8612404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8612411.000000 Penalty: 5325.866699
	Iteration 39Q: 3 clusters Score -8612411 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8612403.000000 Penalty: 5325.866699
	Iteration 40F: 3 clusters Score -8612403 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8612404.000000 Penalty: 5325.866699
	Iteration 41Q: 3 clusters Score -8612404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8612392.000000 Penalty: 5325.866699
	Iteration 42Q: 3 clusters Score -8612392 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8612387.000000 Penalty: 5325.866699
	Iteration 43Q: 3 clusters Score -8612387 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8612369.000000 Penalty: 5325.866699
	Iteration 44Q: 3 clusters Score -8612369 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8612367.000000 Penalty: 5325.866699
	Iteration 45Q: 3 clusters Score -8612367 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -8612361.000000 Penalty: 5325.866699
	Iteration 46Q: 3 clusters Score -8612361 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8612362.000000 Penalty: 5325.866699
	Iteration 47Q: 3 clusters Score -8612362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8612354.000000 Penalty: 5325.866699
	Iteration 48Q: 3 clusters Score -8612354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8612360.000000 Penalty: 5325.866699
	Iteration 49Q: 3 clusters Score -8612360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8612363.000000 Penalty: 5325.866699
	Iteration 50Q: 3 clusters Score -8612363 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8612363.000000 Penalty: 5325.866699
	Iteration 51Q: 3 clusters Score -8612363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8612339.000000 Penalty: 5325.866699
	Iteration 52Q: 3 clusters Score -8612339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8612342.000000 Penalty: 5325.866699
	Iteration 53Q: 3 clusters Score -8612342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8612346.000000 Penalty: 5325.866699
	Iteration 54Q: 3 clusters Score -8612346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8612333.000000 Penalty: 5325.866699
	Iteration 55Q: 3 clusters Score -8612333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -8612337.000000 Penalty: 5325.866699
	Iteration 56Q: 3 clusters Score -8612337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8612328.000000 Penalty: 5325.866699
	Iteration 57Q: 3 clusters Score -8612328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8612330.000000 Penalty: 5325.866699
	Iteration 58Q: 3 clusters Score -8612330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8612323.000000 Penalty: 5325.866699
	Iteration 59Q: 3 clusters Score -8612323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8612318.000000 Penalty: 5325.866699
	Iteration 60F: 3 clusters Score -8612318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8612326.000000 Penalty: 5325.866699
	Iteration 61Q: 3 clusters Score -8612326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8612326.000000 Penalty: 5325.866699
	Iteration 62Q: 3 clusters Score -8612326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8612331.000000 Penalty: 5325.866699
	Iteration 63Q: 3 clusters Score -8612331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8612336.000000 Penalty: 5325.866699
	Iteration 64Q: 3 clusters Score -8612336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8612336.000000 Penalty: 5325.866699
	Iteration 65F: 3 clusters Score -8612336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Entering Unmasked Estep 
Score: -8841608.000000 Penalty: 2666.796387
	Iteration 0F: 2 clusters Score -8841608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8811778.000000 Penalty: 5333.592773
	Iteration 0F: 3 clusters Score -8811778 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -8823430.000000 Penalty: 5333.592773
	Iteration 1F: 3 clusters Score -8823430 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8823887.000000 Penalty: 5333.592773
	Iteration 2Q: 3 clusters Score -8823887 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8824236.000000 Penalty: 5333.592773
	Iteration 3Q: 3 clusters Score -8824236 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -8824584.000000 Penalty: 5333.592773
	Iteration 4Q: 3 clusters Score -8824584 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8824861.000000 Penalty: 5333.592773
	Iteration 5Q: 3 clusters Score -8824861 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -8825125.000000 Penalty: 5333.592773
	Iteration 6Q: 3 clusters Score -8825125 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -8825536.000000 Penalty: 5333.592773
	Iteration 7Q: 3 clusters Score -8825536 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -8826177.000000 Penalty: 5333.592773
	Iteration 8Q: 3 clusters Score -8826177 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -8826935.000000 Penalty: 5333.592773
	Iteration 9Q: 3 clusters Score -8826935 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -8828080.000000 Penalty: 5333.592773
	Iteration 10Q: 3 clusters Score -8828080 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -8829631.000000 Penalty: 5333.592773
	Iteration 11F: 3 clusters Score -8829631 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -8831687.000000 Penalty: 5333.592773
	Iteration 12F: 3 clusters Score -8831687 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -8834160.000000 Penalty: 5333.592773
	Iteration 13F: 3 clusters Score -8834160 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8836470.000000 Penalty: 5333.592773
	Iteration 14F: 3 clusters Score -8836470 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8837967.000000 Penalty: 5333.592773
	Iteration 15Q: 3 clusters Score -8837967 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8838711.000000 Penalty: 5333.592773
	Iteration 16Q: 3 clusters Score -8838711 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -8838970.000000 Penalty: 5333.592773
	Iteration 17Q: 3 clusters Score -8838970 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8839152.000000 Penalty: 5333.592773
	Iteration 18Q: 3 clusters Score -8839152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -8839268.000000 Penalty: 5333.592773
	Iteration 19Q: 3 clusters Score -8839268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8839304.000000 Penalty: 5333.592773
	Iteration 20F: 3 clusters Score -8839304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -8839324.000000 Penalty: 5333.592773
	Iteration 21Q: 3 clusters Score -8839324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8839323.000000 Penalty: 5333.592773
	Iteration 22Q: 3 clusters Score -8839323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -8839341.000000 Penalty: 5333.592773
	Iteration 23Q: 3 clusters Score -8839341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8839351.000000 Penalty: 5333.592773
	Iteration 24Q: 3 clusters Score -8839351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8839346.000000 Penalty: 5333.592773
	Iteration 25Q: 3 clusters Score -8839346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8839358.000000 Penalty: 5333.592773
	Iteration 26Q: 3 clusters Score -8839358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8839355.000000 Penalty: 5333.592773
	Iteration 27Q: 3 clusters Score -8839355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8839360.000000 Penalty: 5333.592773
	Iteration 28Q: 3 clusters Score -8839360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8839367.000000 Penalty: 5333.592773
	Iteration 29Q: 3 clusters Score -8839367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8839374.000000 Penalty: 5333.592773
	Iteration 30Q: 3 clusters Score -8839374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8839375.000000 Penalty: 5333.592773
	Iteration 31Q: 3 clusters Score -8839375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46450 members 
Entering Unmasked Estep 
Score: -8839378.000000 Penalty: 5333.592773
	Iteration 32Q: 3 clusters Score -8839378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8839374.000000 Penalty: 5333.592773
	Iteration 33Q: 3 clusters Score -8839374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8839382.000000 Penalty: 5333.592773
	Iteration 34Q: 3 clusters Score -8839382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8839391.000000 Penalty: 5333.592773
	Iteration 35Q: 3 clusters Score -8839391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8839391.000000 Penalty: 5333.592773
	Iteration 36Q: 3 clusters Score -8839391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -8839389.000000 Penalty: 5333.592773
	Iteration 37Q: 3 clusters Score -8839389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -8839395.000000 Penalty: 5333.592773
	Iteration 38Q: 3 clusters Score -8839395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8839405.000000 Penalty: 5333.592773
	Iteration 39Q: 3 clusters Score -8839405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -8839398.000000 Penalty: 5333.592773
	Iteration 40F: 3 clusters Score -8839398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8839403.000000 Penalty: 5333.592773
	Iteration 41Q: 3 clusters Score -8839403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8839408.000000 Penalty: 5333.592773
	Iteration 42Q: 3 clusters Score -8839408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8839405.000000 Penalty: 5333.592773
	Iteration 43Q: 3 clusters Score -8839405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -8839402.000000 Penalty: 5333.592773
	Iteration 44Q: 3 clusters Score -8839402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -8839409.000000 Penalty: 5333.592773
	Iteration 45Q: 3 clusters Score -8839409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8839408.000000 Penalty: 5333.592773
	Iteration 46Q: 3 clusters Score -8839408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8839414.000000 Penalty: 5333.592773
	Iteration 47Q: 3 clusters Score -8839414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8839412.000000 Penalty: 5333.592773
	Iteration 48Q: 3 clusters Score -8839412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -8839421.000000 Penalty: 5333.592773
	Iteration 49Q: 3 clusters Score -8839421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8839415.000000 Penalty: 5333.592773
	Iteration 50Q: 3 clusters Score -8839415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8839406.000000 Penalty: 5333.592773
	Iteration 51Q: 3 clusters Score -8839406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8839410.000000 Penalty: 5333.592773
	Iteration 52Q: 3 clusters Score -8839410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8839414.000000 Penalty: 5333.592773
	Iteration 53Q: 3 clusters Score -8839414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8839403.000000 Penalty: 5333.592773
	Iteration 54Q: 3 clusters Score -8839403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8839410.000000 Penalty: 5333.592773
	Iteration 55Q: 3 clusters Score -8839410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8839416.000000 Penalty: 5333.592773
	Iteration 56Q: 3 clusters Score -8839416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8839421.000000 Penalty: 5333.592773
	Iteration 57Q: 3 clusters Score -8839421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8839423.000000 Penalty: 5333.592773
	Iteration 58Q: 3 clusters Score -8839423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8839426.000000 Penalty: 5333.592773
	Iteration 59Q: 3 clusters Score -8839426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8839428.000000 Penalty: 5333.592773
	Iteration 60F: 3 clusters Score -8839428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Entering Unmasked Estep 
Score: -9444680.000000 Penalty: 2683.741211
	Iteration 0F: 2 clusters Score -9444680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9414428.000000 Penalty: 5367.482422
	Iteration 0F: 3 clusters Score -9414428 nChanged 23242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -9427438.000000 Penalty: 5367.482422
	Iteration 1F: 3 clusters Score -9427438 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9427968.000000 Penalty: 5367.482422
	Iteration 2Q: 3 clusters Score -9427968 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -9428355.000000 Penalty: 5367.482422
	Iteration 3Q: 3 clusters Score -9428355 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9428761.000000 Penalty: 5367.482422
	Iteration 4Q: 3 clusters Score -9428761 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -9429116.000000 Penalty: 5367.482422
	Iteration 5Q: 3 clusters Score -9429116 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -9429399.000000 Penalty: 5367.482422
	Iteration 6Q: 3 clusters Score -9429399 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9429767.000000 Penalty: 5367.482422
	Iteration 7Q: 3 clusters Score -9429767 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -9430187.000000 Penalty: 5367.482422
	Iteration 8Q: 3 clusters Score -9430187 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9430671.000000 Penalty: 5367.482422
	Iteration 9Q: 3 clusters Score -9430671 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -9431497.000000 Penalty: 5367.482422
	Iteration 10Q: 3 clusters Score -9431497 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -9432653.000000 Penalty: 5367.482422
	Iteration 11Q: 3 clusters Score -9432653 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -9434312.000000 Penalty: 5367.482422
	Iteration 12Q: 3 clusters Score -9434312 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -9436247.000000 Penalty: 5367.482422
	Iteration 13F: 3 clusters Score -9436247 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -9437559.000000 Penalty: 5367.482422
	Iteration 14Q: 3 clusters Score -9437559 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -9438209.000000 Penalty: 5367.482422
	Iteration 15Q: 3 clusters Score -9438209 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -9438576.000000 Penalty: 5367.482422
	Iteration 16Q: 3 clusters Score -9438576 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -9438717.000000 Penalty: 5367.482422
	Iteration 17Q: 3 clusters Score -9438717 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -9438945.000000 Penalty: 5367.482422
	Iteration 18Q: 3 clusters Score -9438945 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -9439151.000000 Penalty: 5367.482422
	Iteration 19Q: 3 clusters Score -9439151 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -9439313.000000 Penalty: 5367.482422
	Iteration 20F: 3 clusters Score -9439313 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -9439545.000000 Penalty: 5367.482422
	Iteration 21Q: 3 clusters Score -9439545 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -9439692.000000 Penalty: 5367.482422
	Iteration 22Q: 3 clusters Score -9439692 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -9439902.000000 Penalty: 5367.482422
	Iteration 23Q: 3 clusters Score -9439902 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -9440112.000000 Penalty: 5367.482422
	Iteration 24Q: 3 clusters Score -9440112 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -9440273.000000 Penalty: 5367.482422
	Iteration 25Q: 3 clusters Score -9440273 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -9440475.000000 Penalty: 5367.482422
	Iteration 26Q: 3 clusters Score -9440475 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -9440661.000000 Penalty: 5367.482422
	Iteration 27Q: 3 clusters Score -9440661 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31203 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -9440831.000000 Penalty: 5367.482422
	Iteration 28Q: 3 clusters Score -9440831 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -9440990.000000 Penalty: 5367.482422
	Iteration 29Q: 3 clusters Score -9440990 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -9441149.000000 Penalty: 5367.482422
	Iteration 30Q: 3 clusters Score -9441149 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -9441310.000000 Penalty: 5367.482422
	Iteration 31Q: 3 clusters Score -9441310 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -9441478.000000 Penalty: 5367.482422
	Iteration 32Q: 3 clusters Score -9441478 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -9441603.000000 Penalty: 5367.482422
	Iteration 33Q: 3 clusters Score -9441603 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -9441729.000000 Penalty: 5367.482422
	Iteration 34Q: 3 clusters Score -9441729 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -9441832.000000 Penalty: 5367.482422
	Iteration 35Q: 3 clusters Score -9441832 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -9441963.000000 Penalty: 5367.482422
	Iteration 36Q: 3 clusters Score -9441963 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -9442149.000000 Penalty: 5367.482422
	Iteration 37Q: 3 clusters Score -9442149 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -9442295.000000 Penalty: 5367.482422
	Iteration 38Q: 3 clusters Score -9442295 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -9442446.000000 Penalty: 5367.482422
	Iteration 39Q: 3 clusters Score -9442446 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -9442588.000000 Penalty: 5367.482422
	Iteration 40F: 3 clusters Score -9442588 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -9442699.000000 Penalty: 5367.482422
	Iteration 41Q: 3 clusters Score -9442699 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -9442822.000000 Penalty: 5367.482422
	Iteration 42Q: 3 clusters Score -9442822 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -9442907.000000 Penalty: 5367.482422
	Iteration 43Q: 3 clusters Score -9442907 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -9442979.000000 Penalty: 5367.482422
	Iteration 44Q: 3 clusters Score -9442979 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -9443005.000000 Penalty: 5367.482422
	Iteration 45Q: 3 clusters Score -9443005 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -9443043.000000 Penalty: 5367.482422
	Iteration 46Q: 3 clusters Score -9443043 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -9443075.000000 Penalty: 5367.482422
	Iteration 47Q: 3 clusters Score -9443075 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -9443101.000000 Penalty: 5367.482422
	Iteration 48Q: 3 clusters Score -9443101 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -9443126.000000 Penalty: 5367.482422
	Iteration 49Q: 3 clusters Score -9443126 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -9443148.000000 Penalty: 5367.482422
	Iteration 50Q: 3 clusters Score -9443148 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -9443194.000000 Penalty: 5367.482422
	Iteration 51Q: 3 clusters Score -9443194 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -9443237.000000 Penalty: 5367.482422
	Iteration 52Q: 3 clusters Score -9443237 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -9443269.000000 Penalty: 5367.482422
	Iteration 53Q: 3 clusters Score -9443269 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -9443275.000000 Penalty: 5367.482422
	Iteration 54Q: 3 clusters Score -9443275 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -9443262.000000 Penalty: 5367.482422
	Iteration 55Q: 3 clusters Score -9443262 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -9443272.000000 Penalty: 5367.482422
	Iteration 56Q: 3 clusters Score -9443272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39400 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -9443273.000000 Penalty: 5367.482422
	Iteration 57Q: 3 clusters Score -9443273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39460 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -9443285.000000 Penalty: 5367.482422
	Iteration 58Q: 3 clusters Score -9443285 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -9443292.000000 Penalty: 5367.482422
	Iteration 59Q: 3 clusters Score -9443292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -9443280.000000 Penalty: 5367.482422
	Iteration 60F: 3 clusters Score -9443280 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -9443264.000000 Penalty: 5367.482422
	Iteration 61Q: 3 clusters Score -9443264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -9443262.000000 Penalty: 5367.482422
	Iteration 62Q: 3 clusters Score -9443262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -9443283.000000 Penalty: 5367.482422
	Iteration 63Q: 3 clusters Score -9443283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -9443295.000000 Penalty: 5367.482422
	Iteration 64Q: 3 clusters Score -9443295 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -9443311.000000 Penalty: 5367.482422
	Iteration 65Q: 3 clusters Score -9443311 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -9443307.000000 Penalty: 5367.482422
	Iteration 66Q: 3 clusters Score -9443307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -9443315.000000 Penalty: 5367.482422
	Iteration 67Q: 3 clusters Score -9443315 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -9443341.000000 Penalty: 5367.482422
	Iteration 68Q: 3 clusters Score -9443341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -9443332.000000 Penalty: 5367.482422
	Iteration 69Q: 3 clusters Score -9443332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -9443322.000000 Penalty: 5367.482422
	Iteration 70Q: 3 clusters Score -9443322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -9443340.000000 Penalty: 5367.482422
	Iteration 71Q: 3 clusters Score -9443340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -9443339.000000 Penalty: 5367.482422
	Iteration 72Q: 3 clusters Score -9443339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -9443362.000000 Penalty: 5367.482422
	Iteration 73Q: 3 clusters Score -9443362 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -9443383.000000 Penalty: 5367.482422
	Iteration 74Q: 3 clusters Score -9443383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -9443376.000000 Penalty: 5367.482422
	Iteration 75Q: 3 clusters Score -9443376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -9443354.000000 Penalty: 5367.482422
	Iteration 76Q: 3 clusters Score -9443354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -9443344.000000 Penalty: 5367.482422
	Iteration 77Q: 3 clusters Score -9443344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -9443349.000000 Penalty: 5367.482422
	Iteration 78Q: 3 clusters Score -9443349 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -9443376.000000 Penalty: 5367.482422
	Iteration 79Q: 3 clusters Score -9443376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -9443376.000000 Penalty: 5367.482422
	Iteration 80F: 3 clusters Score -9443376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -9443361.000000 Penalty: 5367.482422
	Iteration 81Q: 3 clusters Score -9443361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -9443373.000000 Penalty: 5367.482422
	Iteration 82Q: 3 clusters Score -9443373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -9443379.000000 Penalty: 5367.482422
	Iteration 83Q: 3 clusters Score -9443379 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -9443379.000000 Penalty: 5367.482422
	Iteration 84Q: 3 clusters Score -9443379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -9443383.000000 Penalty: 5367.482422
	Iteration 85Q: 3 clusters Score -9443383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -9443391.000000 Penalty: 5367.482422
	Iteration 86Q: 3 clusters Score -9443391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -9443398.000000 Penalty: 5367.482422
	Iteration 87Q: 3 clusters Score -9443398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -9443408.000000 Penalty: 5367.482422
	Iteration 88Q: 3 clusters Score -9443408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -9443399.000000 Penalty: 5367.482422
	Iteration 89Q: 3 clusters Score -9443399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -9443399.000000 Penalty: 5367.482422
	Iteration 90Q: 3 clusters Score -9443399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -9443393.000000 Penalty: 5367.482422
	Iteration 91Q: 3 clusters Score -9443393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -9443382.000000 Penalty: 5367.482422
	Iteration 92Q: 3 clusters Score -9443382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -9443393.000000 Penalty: 5367.482422
	Iteration 93Q: 3 clusters Score -9443393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -9443379.000000 Penalty: 5367.482422
	Iteration 94Q: 3 clusters Score -9443379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -9443394.000000 Penalty: 5367.482422
	Iteration 95Q: 3 clusters Score -9443394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9443380.000000 Penalty: 5367.482422
	Iteration 96Q: 3 clusters Score -9443380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -9443363.000000 Penalty: 5367.482422
	Iteration 97Q: 3 clusters Score -9443363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -9443363.000000 Penalty: 5367.482422
	Iteration 98Q: 3 clusters Score -9443363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -9443376.000000 Penalty: 5367.482422
	Iteration 99Q: 3 clusters Score -9443376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9443371.000000 Penalty: 5367.482422
	Iteration 100F: 3 clusters Score -9443371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9443372.000000 Penalty: 5367.482422
	Iteration 101Q: 3 clusters Score -9443372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -9443369.000000 Penalty: 5367.482422
	Iteration 102Q: 3 clusters Score -9443369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -9443354.000000 Penalty: 5367.482422
	Iteration 103Q: 3 clusters Score -9443354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -9443358.000000 Penalty: 5367.482422
	Iteration 104Q: 3 clusters Score -9443358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -9443360.000000 Penalty: 5367.482422
	Iteration 105Q: 3 clusters Score -9443360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -9443366.000000 Penalty: 5367.482422
	Iteration 106Q: 3 clusters Score -9443366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -9443370.000000 Penalty: 5367.482422
	Iteration 107Q: 3 clusters Score -9443370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -9443371.000000 Penalty: 5367.482422
	Iteration 108Q: 3 clusters Score -9443371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -9443364.000000 Penalty: 5367.482422
	Iteration 109Q: 3 clusters Score -9443364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -9443370.000000 Penalty: 5367.482422
	Iteration 110Q: 3 clusters Score -9443370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -9443373.000000 Penalty: 5367.482422
	Iteration 111Q: 3 clusters Score -9443373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -9443378.000000 Penalty: 5367.482422
	Iteration 112Q: 3 clusters Score -9443378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -9443379.000000 Penalty: 5367.482422
	Iteration 113Q: 3 clusters Score -9443379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -9443374.000000 Penalty: 5367.482422
	Iteration 114Q: 3 clusters Score -9443374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -9443374.000000 Penalty: 5367.482422
	Iteration 115F: 3 clusters Score -9443374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Entering Unmasked Estep 
Score: -8152091.000000 Penalty: 2651.495117
	Iteration 0F: 2 clusters Score -8152091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -8122727.500000 Penalty: 5302.990234
	Iteration 0F: 3 clusters Score -8122728 nChanged 20149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8133600.000000 Penalty: 5302.990234
	Iteration 1F: 3 clusters Score -8133600 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -8134075.500000 Penalty: 5302.990234
	Iteration 2Q: 3 clusters Score -8134076 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8134523.000000 Penalty: 5302.990234
	Iteration 3Q: 3 clusters Score -8134523 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -8134948.500000 Penalty: 5302.990234
	Iteration 4Q: 3 clusters Score -8134948 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -8135472.000000 Penalty: 5302.990234
	Iteration 5Q: 3 clusters Score -8135472 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8136060.000000 Penalty: 5302.990234
	Iteration 6Q: 3 clusters Score -8136060 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -8136967.500000 Penalty: 5302.990234
	Iteration 7Q: 3 clusters Score -8136968 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -8138391.500000 Penalty: 5302.990234
	Iteration 8F: 3 clusters Score -8138392 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8140503.500000 Penalty: 5302.990234
	Iteration 9F: 3 clusters Score -8140504 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8143037.000000 Penalty: 5302.990234
	Iteration 10F: 3 clusters Score -8143037 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -8145373.000000 Penalty: 5302.990234
	Iteration 11F: 3 clusters Score -8145373 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -8147130.500000 Penalty: 5302.990234
	Iteration 12Q: 3 clusters Score -8147130 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -8148459.000000 Penalty: 5302.990234
	Iteration 13Q: 3 clusters Score -8148459 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -8149339.500000 Penalty: 5302.990234
	Iteration 14Q: 3 clusters Score -8149340 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8149841.500000 Penalty: 5302.990234
	Iteration 15Q: 3 clusters Score -8149842 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8150078.500000 Penalty: 5302.990234
	Iteration 16Q: 3 clusters Score -8150078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8150193.500000 Penalty: 5302.990234
	Iteration 17Q: 3 clusters Score -8150194 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8150276.500000 Penalty: 5302.990234
	Iteration 18Q: 3 clusters Score -8150276 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8150336.000000 Penalty: 5302.990234
	Iteration 19Q: 3 clusters Score -8150336 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8150372.000000 Penalty: 5302.990234
	Iteration 20F: 3 clusters Score -8150372 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8150378.000000 Penalty: 5302.990234
	Iteration 21Q: 3 clusters Score -8150378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8150411.500000 Penalty: 5302.990234
	Iteration 22Q: 3 clusters Score -8150412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -8150416.500000 Penalty: 5302.990234
	Iteration 23Q: 3 clusters Score -8150416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8150416.000000 Penalty: 5302.990234
	Iteration 24Q: 3 clusters Score -8150416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8150408.000000 Penalty: 5302.990234
	Iteration 25Q: 3 clusters Score -8150408 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8150418.000000 Penalty: 5302.990234
	Iteration 26Q: 3 clusters Score -8150418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8150416.500000 Penalty: 5302.990234
	Iteration 27Q: 3 clusters Score -8150416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -8150414.000000 Penalty: 5302.990234
	Iteration 28Q: 3 clusters Score -8150414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8150414.500000 Penalty: 5302.990234
	Iteration 29Q: 3 clusters Score -8150414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8150414.000000 Penalty: 5302.990234
	Iteration 30Q: 3 clusters Score -8150414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8150406.500000 Penalty: 5302.990234
	Iteration 31Q: 3 clusters Score -8150406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8150411.000000 Penalty: 5302.990234
	Iteration 32Q: 3 clusters Score -8150411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8150413.000000 Penalty: 5302.990234
	Iteration 33Q: 3 clusters Score -8150413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8150416.500000 Penalty: 5302.990234
	Iteration 34Q: 3 clusters Score -8150416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8150426.500000 Penalty: 5302.990234
	Iteration 35Q: 3 clusters Score -8150426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8150429.000000 Penalty: 5302.990234
	Iteration 36Q: 3 clusters Score -8150429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8150429.000000 Penalty: 5302.990234
	Iteration 37Q: 3 clusters Score -8150429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -8150425.500000 Penalty: 5302.990234
	Iteration 38Q: 3 clusters Score -8150426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -8150430.500000 Penalty: 5302.990234
	Iteration 39Q: 3 clusters Score -8150430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8150426.500000 Penalty: 5302.990234
	Iteration 40F: 3 clusters Score -8150426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8150423.500000 Penalty: 5302.990234
	Iteration 41Q: 3 clusters Score -8150424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8150434.500000 Penalty: 5302.990234
	Iteration 42Q: 3 clusters Score -8150434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8150429.500000 Penalty: 5302.990234
	Iteration 43Q: 3 clusters Score -8150430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8150429.500000 Penalty: 5302.990234
	Iteration 44F: 3 clusters Score -8150430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110934.054688 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110934.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111474.140625 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111474.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -111711.312500 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111711.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -111934.375000 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111934.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -112123.515625 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -112123.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112301.906250 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -112301.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112491.257812 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112491.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112575.617188 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112575.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -112622.601562 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112622.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -112652.359375 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112652.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -112669.085938 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -112687.125000 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -112710.382812 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -112728.656250 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112728.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112735.390625 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112739.039062 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -112739.921875 Penalty: 3305.546875
	Iteration 16F: 3 clusters Score -112739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -112749.335938 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112750.914062 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -112750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112750.914062 Penalty: 3305.546875
	Iteration 19F: 3 clusters Score -112750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 422 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 53876 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 362 members 
Entering Unmasked Estep 
Score: -137135536.000000 Penalty: 103966.859375
Splitting cluster 5 changes total score from -137137440.000000 to -137135536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -191834.703125 Penalty: 1733.355103
	Iteration 0F: 2 clusters Score -191834.7 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 560 members 
Entering Unmasked Estep 
Score: -189852.875000 Penalty: 3466.710205
	Iteration 0F: 3 clusters Score -189852.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -190208.281250 Penalty: 3466.710205
	Iteration 1F: 3 clusters Score -190208.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -190360.921875 Penalty: 3466.710205
	Iteration 2F: 3 clusters Score -190360.9 nChanged 55
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: -190485.984375 Penalty: 3466.710205
	Iteration 3F: 3 clusters Score -190486 nChanged 49
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: -190614.796875 Penalty: 3466.710205
	Iteration 4Q: 3 clusters Score -190614.8 nChanged 47
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: -190787.859375 Penalty: 3466.710205
	Iteration 5Q: 3 clusters Score -190787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -191009.484375 Penalty: 3466.710205
	Iteration 6Q: 3 clusters Score -191009.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -191281.937500 Penalty: 3466.710205
	Iteration 7F: 3 clusters Score -191281.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -191529.046875 Penalty: 3466.710205
	Iteration 8Q: 3 clusters Score -191529 nChanged 40
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: -191706.546875 Penalty: 3466.710205
	Iteration 9Q: 3 clusters Score -191706.5 nChanged 32
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: -191883.968750 Penalty: 3466.710205
	Iteration 10Q: 3 clusters Score -191884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -192030.000000 Penalty: 3466.710205
	Iteration 11Q: 3 clusters Score -192030 nChanged 13
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: -192083.250000 Penalty: 3466.710205
	Iteration 12Q: 3 clusters Score -192083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -192089.921875 Penalty: 3466.710205
	Iteration 13Q: 3 clusters Score -192089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -192092.296875 Penalty: 3466.710205
	Iteration 14Q: 3 clusters Score -192092.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -192093.937500 Penalty: 3466.710205
	Iteration 15Q: 3 clusters Score -192093.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -192100.859375 Penalty: 3466.710205
	Iteration 16Q: 3 clusters Score -192100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -192114.734375 Penalty: 3466.710205
	Iteration 17Q: 3 clusters Score -192114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -192132.796875 Penalty: 3466.710205
	Iteration 18Q: 3 clusters Score -192132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -192181.125000 Penalty: 3466.710205
	Iteration 19Q: 3 clusters Score -192181.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -192271.859375 Penalty: 3466.710205
	Iteration 20F: 3 clusters Score -192271.9 nChanged 13
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: -192385.265625 Penalty: 3466.710205
	Iteration 21Q: 3 clusters Score -192385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -192408.796875 Penalty: 3466.710205
	Iteration 22Q: 3 clusters Score -192408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -192408.796875 Penalty: 3466.710205
	Iteration 23F: 3 clusters Score -192408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 53876 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 551 members 
Entering Unmasked Estep 
Score: -137135872.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137137440.000000 to -137135872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -87292.328125 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87292.33 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -87754.898438 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87754.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88113.554688 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88113.55 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -88344.046875 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88344.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88437.460938 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88437.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88525.812500 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88525.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88611.648438 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88611.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88648.257812 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88648.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88666.078125 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88666.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -88668.445312 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88668.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88670.796875 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88670.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -88670.796875 Penalty: 3268.789307
	Iteration 11F: 3 clusters Score -88670.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Entering Unmasked Estep 
Score: -4150583.250000 Penalty: 2481.935059
	Iteration 0F: 2 clusters Score -4150583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -4134980.000000 Penalty: 4963.870117
	Iteration 0F: 3 clusters Score -4134980 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -4140443.750000 Penalty: 4963.870117
	Iteration 1F: 3 clusters Score -4140444 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -4140928.000000 Penalty: 4963.870117
	Iteration 2F: 3 clusters Score -4140928 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -4141433.250000 Penalty: 4963.870117
	Iteration 3F: 3 clusters Score -4141433 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4141984.750000 Penalty: 4963.870117
	Iteration 4F: 3 clusters Score -4141985 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -4142781.250000 Penalty: 4963.870117
	Iteration 5F: 3 clusters Score -4142781 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -4143859.000000 Penalty: 4963.870117
	Iteration 6F: 3 clusters Score -4143859 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4145162.750000 Penalty: 4963.870117
	Iteration 7F: 3 clusters Score -4145163 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4146434.500000 Penalty: 4963.870117
	Iteration 8F: 3 clusters Score -4146434 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4147430.000000 Penalty: 4963.870117
	Iteration 9Q: 3 clusters Score -4147430 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4147954.000000 Penalty: 4963.870117
	Iteration 10Q: 3 clusters Score -4147954 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4148188.250000 Penalty: 4963.870117
	Iteration 11Q: 3 clusters Score -4148188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4148297.000000 Penalty: 4963.870117
	Iteration 12Q: 3 clusters Score -4148297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4148374.000000 Penalty: 4963.870117
	Iteration 13Q: 3 clusters Score -4148374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4148405.250000 Penalty: 4963.870117
	Iteration 14Q: 3 clusters Score -4148405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4148417.500000 Penalty: 4963.870117
	Iteration 15Q: 3 clusters Score -4148418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4148435.500000 Penalty: 4963.870117
	Iteration 16Q: 3 clusters Score -4148436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4148451.000000 Penalty: 4963.870117
	Iteration 17Q: 3 clusters Score -4148451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4148454.750000 Penalty: 4963.870117
	Iteration 18Q: 3 clusters Score -4148455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4148457.750000 Penalty: 4963.870117
	Iteration 19Q: 3 clusters Score -4148458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4148461.250000 Penalty: 4963.870117
	Iteration 20F: 3 clusters Score -4148461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4148465.500000 Penalty: 4963.870117
	Iteration 21Q: 3 clusters Score -4148466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4148472.000000 Penalty: 4963.870117
	Iteration 22Q: 3 clusters Score -4148472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4148476.500000 Penalty: 4963.870117
	Iteration 23Q: 3 clusters Score -4148476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4148479.250000 Penalty: 4963.870117
	Iteration 24Q: 3 clusters Score -4148479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4148480.000000 Penalty: 4963.870117
	Iteration 25Q: 3 clusters Score -4148480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4148485.750000 Penalty: 4963.870117
	Iteration 26Q: 3 clusters Score -4148486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4148482.000000 Penalty: 4963.870117
	Iteration 27Q: 3 clusters Score -4148482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4148485.750000 Penalty: 4963.870117
	Iteration 28Q: 3 clusters Score -4148486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4148485.750000 Penalty: 4963.870117
	Iteration 29F: 3 clusters Score -4148486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Entering Unmasked Estep 
Score: -164405.562500 Penalty: 1720.213013
	Iteration 0F: 2 clusters Score -164405.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162496.218750 Penalty: 3440.426025
	Iteration 0F: 3 clusters Score -162496.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -162992.375000 Penalty: 3440.426025
	Iteration 1F: 3 clusters Score -162992.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -163281.500000 Penalty: 3440.426025
	Iteration 2F: 3 clusters Score -163281.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -163428.484375 Penalty: 3440.426025
	Iteration 3F: 3 clusters Score -163428.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163518.843750 Penalty: 3440.426025
	Iteration 4Q: 3 clusters Score -163518.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -163571.546875 Penalty: 3440.426025
	Iteration 5Q: 3 clusters Score -163571.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -163620.859375 Penalty: 3440.426025
	Iteration 6Q: 3 clusters Score -163620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -163666.937500 Penalty: 3440.426025
	Iteration 7Q: 3 clusters Score -163666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -163709.843750 Penalty: 3440.426025
	Iteration 8Q: 3 clusters Score -163709.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -163758.703125 Penalty: 3440.426025
	Iteration 9Q: 3 clusters Score -163758.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -163807.921875 Penalty: 3440.426025
	Iteration 10Q: 3 clusters Score -163807.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -163884.937500 Penalty: 3440.426025
	Iteration 11Q: 3 clusters Score -163884.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -163953.296875 Penalty: 3440.426025
	Iteration 12Q: 3 clusters Score -163953.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -164044.406250 Penalty: 3440.426025
	Iteration 13Q: 3 clusters Score -164044.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -164127.171875 Penalty: 3440.426025
	Iteration 14Q: 3 clusters Score -164127.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -164215.406250 Penalty: 3440.426025
	Iteration 15Q: 3 clusters Score -164215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -164280.359375 Penalty: 3440.426025
	Iteration 16Q: 3 clusters Score -164280.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -164350.562500 Penalty: 3440.426025
	Iteration 17Q: 3 clusters Score -164350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -164401.953125 Penalty: 3440.426025
	Iteration 18Q: 3 clusters Score -164402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -164451.953125 Penalty: 3440.426025
	Iteration 19Q: 3 clusters Score -164452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -164488.671875 Penalty: 3440.426025
	Iteration 20F: 3 clusters Score -164488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -164496.843750 Penalty: 3440.426025
	Iteration 21Q: 3 clusters Score -164496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -164510.703125 Penalty: 3440.426025
	Iteration 22Q: 3 clusters Score -164510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -164514.640625 Penalty: 3440.426025
	Iteration 23Q: 3 clusters Score -164514.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -164517.968750 Penalty: 3440.426025
	Iteration 24Q: 3 clusters Score -164518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -164517.968750 Penalty: 3440.426025
	Iteration 25F: 3 clusters Score -164518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 751 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 53876 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 278 members 
Entering Unmasked Estep 
Score: -137135520.000000 Penalty: 103966.859375
Splitting cluster 9 changes total score from -137137440.000000 to -137135520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Entering Unmasked Estep 
Score: -8703510.000000 Penalty: 2665.403564
	Iteration 0F: 2 clusters Score -8703510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -8673507.000000 Penalty: 5330.807129
	Iteration 0F: 3 clusters Score -8673507 nChanged 21308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -8685135.000000 Penalty: 5330.807129
	Iteration 1F: 3 clusters Score -8685135 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8685628.000000 Penalty: 5330.807129
	Iteration 2Q: 3 clusters Score -8685628 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -8686016.000000 Penalty: 5330.807129
	Iteration 3Q: 3 clusters Score -8686016 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8686449.000000 Penalty: 5330.807129
	Iteration 4Q: 3 clusters Score -8686449 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -8686881.000000 Penalty: 5330.807129
	Iteration 5Q: 3 clusters Score -8686881 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -8687363.000000 Penalty: 5330.807129
	Iteration 6Q: 3 clusters Score -8687363 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -8688046.000000 Penalty: 5330.807129
	Iteration 7Q: 3 clusters Score -8688046 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8689004.000000 Penalty: 5330.807129
	Iteration 8Q: 3 clusters Score -8689004 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -8690293.000000 Penalty: 5330.807129
	Iteration 9F: 3 clusters Score -8690293 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -8692067.000000 Penalty: 5330.807129
	Iteration 10F: 3 clusters Score -8692067 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -8694215.000000 Penalty: 5330.807129
	Iteration 11F: 3 clusters Score -8694215 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -8696139.000000 Penalty: 5330.807129
	Iteration 12F: 3 clusters Score -8696139 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -8697752.000000 Penalty: 5330.807129
	Iteration 13Q: 3 clusters Score -8697752 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -8698892.000000 Penalty: 5330.807129
	Iteration 14Q: 3 clusters Score -8698892 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -8699534.000000 Penalty: 5330.807129
	Iteration 15Q: 3 clusters Score -8699534 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -8700040.000000 Penalty: 5330.807129
	Iteration 16Q: 3 clusters Score -8700040 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -8700362.000000 Penalty: 5330.807129
	Iteration 17Q: 3 clusters Score -8700362 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -8700656.000000 Penalty: 5330.807129
	Iteration 18Q: 3 clusters Score -8700656 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -8700929.000000 Penalty: 5330.807129
	Iteration 19Q: 3 clusters Score -8700929 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8701094.000000 Penalty: 5330.807129
	Iteration 20F: 3 clusters Score -8701094 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8701230.000000 Penalty: 5330.807129
	Iteration 21Q: 3 clusters Score -8701230 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8701350.000000 Penalty: 5330.807129
	Iteration 22Q: 3 clusters Score -8701350 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8701456.000000 Penalty: 5330.807129
	Iteration 23Q: 3 clusters Score -8701456 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -8701474.000000 Penalty: 5330.807129
	Iteration 24Q: 3 clusters Score -8701474 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -8701538.000000 Penalty: 5330.807129
	Iteration 25Q: 3 clusters Score -8701538 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8701578.000000 Penalty: 5330.807129
	Iteration 26Q: 3 clusters Score -8701578 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8701617.000000 Penalty: 5330.807129
	Iteration 27Q: 3 clusters Score -8701617 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -8701636.000000 Penalty: 5330.807129
	Iteration 28Q: 3 clusters Score -8701636 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -8701658.000000 Penalty: 5330.807129
	Iteration 29Q: 3 clusters Score -8701658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -8701704.000000 Penalty: 5330.807129
	Iteration 30Q: 3 clusters Score -8701704 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8701720.000000 Penalty: 5330.807129
	Iteration 31Q: 3 clusters Score -8701720 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -8701752.000000 Penalty: 5330.807129
	Iteration 32Q: 3 clusters Score -8701752 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8701761.000000 Penalty: 5330.807129
	Iteration 33Q: 3 clusters Score -8701761 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8701773.000000 Penalty: 5330.807129
	Iteration 34Q: 3 clusters Score -8701773 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8701782.000000 Penalty: 5330.807129
	Iteration 35Q: 3 clusters Score -8701782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8701805.000000 Penalty: 5330.807129
	Iteration 36Q: 3 clusters Score -8701805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -8701803.000000 Penalty: 5330.807129
	Iteration 37Q: 3 clusters Score -8701803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -8701799.000000 Penalty: 5330.807129
	Iteration 38Q: 3 clusters Score -8701799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8701818.000000 Penalty: 5330.807129
	Iteration 39Q: 3 clusters Score -8701818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -8701825.000000 Penalty: 5330.807129
	Iteration 40F: 3 clusters Score -8701825 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8701815.000000 Penalty: 5330.807129
	Iteration 41Q: 3 clusters Score -8701815 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -8701823.000000 Penalty: 5330.807129
	Iteration 42Q: 3 clusters Score -8701823 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -8701826.000000 Penalty: 5330.807129
	Iteration 43Q: 3 clusters Score -8701826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -8701832.000000 Penalty: 5330.807129
	Iteration 44Q: 3 clusters Score -8701832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -8701829.000000 Penalty: 5330.807129
	Iteration 45Q: 3 clusters Score -8701829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -8701836.000000 Penalty: 5330.807129
	Iteration 46Q: 3 clusters Score -8701836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -8701835.000000 Penalty: 5330.807129
	Iteration 47Q: 3 clusters Score -8701835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -8701834.000000 Penalty: 5330.807129
	Iteration 48Q: 3 clusters Score -8701834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -8701843.000000 Penalty: 5330.807129
	Iteration 49Q: 3 clusters Score -8701843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -8701837.000000 Penalty: 5330.807129
	Iteration 50Q: 3 clusters Score -8701837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -8701825.000000 Penalty: 5330.807129
	Iteration 51Q: 3 clusters Score -8701825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -8701831.000000 Penalty: 5330.807129
	Iteration 52Q: 3 clusters Score -8701831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8701831.000000 Penalty: 5330.807129
	Iteration 53Q: 3 clusters Score -8701831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8701841.000000 Penalty: 5330.807129
	Iteration 54Q: 3 clusters Score -8701841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8701845.000000 Penalty: 5330.807129
	Iteration 55Q: 3 clusters Score -8701845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8701831.000000 Penalty: 5330.807129
	Iteration 56Q: 3 clusters Score -8701831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8701828.000000 Penalty: 5330.807129
	Iteration 57Q: 3 clusters Score -8701828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -8701839.000000 Penalty: 5330.807129
	Iteration 58Q: 3 clusters Score -8701839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8701838.000000 Penalty: 5330.807129
	Iteration 59Q: 3 clusters Score -8701838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8701833.000000 Penalty: 5330.807129
	Iteration 60F: 3 clusters Score -8701833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8701831.000000 Penalty: 5330.807129
	Iteration 61Q: 3 clusters Score -8701831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -8701833.000000 Penalty: 5330.807129
	Iteration 62Q: 3 clusters Score -8701833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8701832.000000 Penalty: 5330.807129
	Iteration 63Q: 3 clusters Score -8701832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8701823.000000 Penalty: 5330.807129
	Iteration 64Q: 3 clusters Score -8701823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -8701823.000000 Penalty: 5330.807129
	Iteration 65F: 3 clusters Score -8701823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -200394.015625 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -200394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -198322.140625 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -198322.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -198662.390625 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -198662.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -198779.812500 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -198779.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -198853.828125 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -198853.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -198883.828125 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -198883.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198908.828125 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -198908.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -198926.312500 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -198926.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198942.875000 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -198942.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198964.796875 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -198964.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -198970.281250 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -198970.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -198977.218750 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -198977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -198983.140625 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -198983.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -198989.218750 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -198989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -198991.015625 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -198991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198995.484375 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -198995.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198996.484375 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -198996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -198997.828125 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -198997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -199000.843750 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -199000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -199002.484375 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -199002.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -199002.781250 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -199002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -199002.781250 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -199002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56828 members 
Entering Unmasked Estep 
Score: -10662624.000000 Penalty: 2715.050537
	Iteration 0F: 2 clusters Score -1.066262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -10631365.000000 Penalty: 5430.101074
	Iteration 0F: 3 clusters Score -1.063136e+07 nChanged 26392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -10646086.000000 Penalty: 5430.101074
	Iteration 1F: 3 clusters Score -1.064609e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -10646699.000000 Penalty: 5430.101074
	Iteration 2Q: 3 clusters Score -1.06467e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -10647404.000000 Penalty: 5430.101074
	Iteration 3Q: 3 clusters Score -1.06474e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 32366 members 
Entering Unmasked Estep 
Score: -10648265.000000 Penalty: 5430.101074
	Iteration 4Q: 3 clusters Score -1.064826e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -10649476.000000 Penalty: 5430.101074
	Iteration 5Q: 3 clusters Score -1.064948e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -10650955.000000 Penalty: 5430.101074
	Iteration 6Q: 3 clusters Score -1.065096e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -10653011.000000 Penalty: 5430.101074
	Iteration 7F: 3 clusters Score -1.065301e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -10655345.000000 Penalty: 5430.101074
	Iteration 8F: 3 clusters Score -1.065534e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -10657574.000000 Penalty: 5430.101074
	Iteration 9F: 3 clusters Score -1.065757e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -10659403.000000 Penalty: 5430.101074
	Iteration 10Q: 3 clusters Score -1.06594e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -10660556.000000 Penalty: 5430.101074
	Iteration 11Q: 3 clusters Score -1.066056e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -10661258.000000 Penalty: 5430.101074
	Iteration 12Q: 3 clusters Score -1.066126e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10661708.000000 Penalty: 5430.101074
	Iteration 13Q: 3 clusters Score -1.066171e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -10662181.000000 Penalty: 5430.101074
	Iteration 14Q: 3 clusters Score -1.066218e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -10662559.000000 Penalty: 5430.101074
	Iteration 15Q: 3 clusters Score -1.066256e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -10662894.000000 Penalty: 5430.101074
	Iteration 16Q: 3 clusters Score -1.066289e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -10663230.000000 Penalty: 5430.101074
	Iteration 17Q: 3 clusters Score -1.066323e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -10663560.000000 Penalty: 5430.101074
	Iteration 18Q: 3 clusters Score -1.066356e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -10663857.000000 Penalty: 5430.101074
	Iteration 19Q: 3 clusters Score -1.066386e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -10663982.000000 Penalty: 5430.101074
	Iteration 20F: 3 clusters Score -1.066398e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -10664159.000000 Penalty: 5430.101074
	Iteration 21Q: 3 clusters Score -1.066416e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -10664258.000000 Penalty: 5430.101074
	Iteration 22Q: 3 clusters Score -1.066426e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -10664307.000000 Penalty: 5430.101074
	Iteration 23Q: 3 clusters Score -1.066431e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -10664348.000000 Penalty: 5430.101074
	Iteration 24Q: 3 clusters Score -1.066435e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -10664395.000000 Penalty: 5430.101074
	Iteration 25Q: 3 clusters Score -1.06644e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -10664423.000000 Penalty: 5430.101074
	Iteration 26Q: 3 clusters Score -1.066442e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -10664459.000000 Penalty: 5430.101074
	Iteration 27Q: 3 clusters Score -1.066446e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -10664505.000000 Penalty: 5430.101074
	Iteration 28Q: 3 clusters Score -1.06645e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -10664528.000000 Penalty: 5430.101074
	Iteration 29Q: 3 clusters Score -1.066453e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -10664535.000000 Penalty: 5430.101074
	Iteration 30Q: 3 clusters Score -1.066454e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -10664575.000000 Penalty: 5430.101074
	Iteration 31Q: 3 clusters Score -1.066458e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -10664618.000000 Penalty: 5430.101074
	Iteration 32Q: 3 clusters Score -1.066462e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -10664632.000000 Penalty: 5430.101074
	Iteration 33Q: 3 clusters Score -1.066463e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -10664655.000000 Penalty: 5430.101074
	Iteration 34Q: 3 clusters Score -1.066466e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -10664691.000000 Penalty: 5430.101074
	Iteration 35Q: 3 clusters Score -1.066469e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -10664700.000000 Penalty: 5430.101074
	Iteration 36Q: 3 clusters Score -1.06647e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -10664699.000000 Penalty: 5430.101074
	Iteration 37Q: 3 clusters Score -1.06647e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -10664761.000000 Penalty: 5430.101074
	Iteration 38Q: 3 clusters Score -1.066476e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -10664744.000000 Penalty: 5430.101074
	Iteration 39Q: 3 clusters Score -1.066474e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -10664773.000000 Penalty: 5430.101074
	Iteration 40F: 3 clusters Score -1.066477e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -10664777.000000 Penalty: 5430.101074
	Iteration 41Q: 3 clusters Score -1.066478e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -10664833.000000 Penalty: 5430.101074
	Iteration 42Q: 3 clusters Score -1.066483e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -10664795.000000 Penalty: 5430.101074
	Iteration 43Q: 3 clusters Score -1.06648e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -10664780.000000 Penalty: 5430.101074
	Iteration 44Q: 3 clusters Score -1.066478e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32837 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -10664810.000000 Penalty: 5430.101074
	Iteration 45Q: 3 clusters Score -1.066481e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -10664771.000000 Penalty: 5430.101074
	Iteration 46Q: 3 clusters Score -1.066477e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -10664808.000000 Penalty: 5430.101074
	Iteration 47Q: 3 clusters Score -1.066481e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -10664837.000000 Penalty: 5430.101074
	Iteration 48Q: 3 clusters Score -1.066484e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -10664820.000000 Penalty: 5430.101074
	Iteration 49Q: 3 clusters Score -1.066482e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -10664869.000000 Penalty: 5430.101074
	Iteration 50Q: 3 clusters Score -1.066487e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35397 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -10664893.000000 Penalty: 5430.101074
	Iteration 51Q: 3 clusters Score -1.066489e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -10664937.000000 Penalty: 5430.101074
	Iteration 52Q: 3 clusters Score -1.066494e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -10664909.000000 Penalty: 5430.101074
	Iteration 53Q: 3 clusters Score -1.066491e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -10664940.000000 Penalty: 5430.101074
	Iteration 54Q: 3 clusters Score -1.066494e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -10664924.000000 Penalty: 5430.101074
	Iteration 55Q: 3 clusters Score -1.066492e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -10664916.000000 Penalty: 5430.101074
	Iteration 56Q: 3 clusters Score -1.066492e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -10664904.000000 Penalty: 5430.101074
	Iteration 57Q: 3 clusters Score -1.06649e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -10664966.000000 Penalty: 5430.101074
	Iteration 58Q: 3 clusters Score -1.066497e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -10664955.000000 Penalty: 5430.101074
	Iteration 59Q: 3 clusters Score -1.066496e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -10664964.000000 Penalty: 5430.101074
	Iteration 60F: 3 clusters Score -1.066496e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -10664912.000000 Penalty: 5430.101074
	Iteration 61Q: 3 clusters Score -1.066491e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -10664846.000000 Penalty: 5430.101074
	Iteration 62Q: 3 clusters Score -1.066485e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -10664766.000000 Penalty: 5430.101074
	Iteration 63Q: 3 clusters Score -1.066477e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -10664630.000000 Penalty: 5430.101074
	Iteration 64Q: 3 clusters Score -1.066463e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -10664372.000000 Penalty: 5430.101074
	Iteration 65Q: 3 clusters Score -1.066437e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -10664001.000000 Penalty: 5430.101074
	Iteration 66Q: 3 clusters Score -1.0664e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -10663699.000000 Penalty: 5430.101074
	Iteration 67Q: 3 clusters Score -1.06637e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -10663399.000000 Penalty: 5430.101074
	Iteration 68Q: 3 clusters Score -1.06634e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -10663212.000000 Penalty: 5430.101074
	Iteration 69Q: 3 clusters Score -1.066321e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -10662992.000000 Penalty: 5430.101074
	Iteration 70Q: 3 clusters Score -1.066299e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -10662708.000000 Penalty: 5430.101074
	Iteration 71Q: 3 clusters Score -1.066271e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -10662567.000000 Penalty: 5430.101074
	Iteration 72Q: 3 clusters Score -1.066257e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -10662664.000000 Penalty: 5430.101074
	Iteration 73Q: 3 clusters Score -1.066266e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -10662656.000000 Penalty: 5430.101074
	Iteration 74Q: 3 clusters Score -1.066266e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -10662658.000000 Penalty: 5430.101074
	Iteration 75Q: 3 clusters Score -1.066266e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -10662604.000000 Penalty: 5430.101074
	Iteration 76Q: 3 clusters Score -1.06626e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -10662645.000000 Penalty: 5430.101074
	Iteration 77Q: 3 clusters Score -1.066264e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -10662628.000000 Penalty: 5430.101074
	Iteration 78Q: 3 clusters Score -1.066263e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -10662584.000000 Penalty: 5430.101074
	Iteration 79Q: 3 clusters Score -1.066258e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -10662559.000000 Penalty: 5430.101074
	Iteration 80F: 3 clusters Score -1.066256e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -10662525.000000 Penalty: 5430.101074
	Iteration 81Q: 3 clusters Score -1.066252e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -10662521.000000 Penalty: 5430.101074
	Iteration 82Q: 3 clusters Score -1.066252e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -10662537.000000 Penalty: 5430.101074
	Iteration 83Q: 3 clusters Score -1.066254e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -10662519.000000 Penalty: 5430.101074
	Iteration 84Q: 3 clusters Score -1.066252e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50138 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -10662539.000000 Penalty: 5430.101074
	Iteration 85Q: 3 clusters Score -1.066254e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -10662470.000000 Penalty: 5430.101074
	Iteration 86Q: 3 clusters Score -1.066247e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -10662448.000000 Penalty: 5430.101074
	Iteration 87Q: 3 clusters Score -1.066245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -10662425.000000 Penalty: 5430.101074
	Iteration 88Q: 3 clusters Score -1.066242e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50351 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -10662408.000000 Penalty: 5430.101074
	Iteration 89Q: 3 clusters Score -1.066241e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -10662367.000000 Penalty: 5430.101074
	Iteration 90Q: 3 clusters Score -1.066237e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10662356.000000 Penalty: 5430.101074
	Iteration 91Q: 3 clusters Score -1.066236e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -10662325.000000 Penalty: 5430.101074
	Iteration 92Q: 3 clusters Score -1.066232e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -10662311.000000 Penalty: 5430.101074
	Iteration 93Q: 3 clusters Score -1.066231e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -10662267.000000 Penalty: 5430.101074
	Iteration 94Q: 3 clusters Score -1.066227e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50867 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -10662267.000000 Penalty: 5430.101074
	Iteration 95Q: 3 clusters Score -1.066227e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -10662263.000000 Penalty: 5430.101074
	Iteration 96Q: 3 clusters Score -1.066226e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -10662191.000000 Penalty: 5430.101074
	Iteration 97Q: 3 clusters Score -1.066219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -10662195.000000 Penalty: 5430.101074
	Iteration 98Q: 3 clusters Score -1.06622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -10662162.000000 Penalty: 5430.101074
	Iteration 99Q: 3 clusters Score -1.066216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -10662118.000000 Penalty: 5430.101074
	Iteration 100F: 3 clusters Score -1.066212e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51382 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -10662074.000000 Penalty: 5430.101074
	Iteration 101Q: 3 clusters Score -1.066207e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -10662068.000000 Penalty: 5430.101074
	Iteration 102Q: 3 clusters Score -1.066207e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -10662047.000000 Penalty: 5430.101074
	Iteration 103Q: 3 clusters Score -1.066205e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -10662013.000000 Penalty: 5430.101074
	Iteration 104Q: 3 clusters Score -1.066201e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -10662009.000000 Penalty: 5430.101074
	Iteration 105Q: 3 clusters Score -1.066201e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -10661972.000000 Penalty: 5430.101074
	Iteration 106Q: 3 clusters Score -1.066197e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -10661911.000000 Penalty: 5430.101074
	Iteration 107Q: 3 clusters Score -1.066191e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -10661891.000000 Penalty: 5430.101074
	Iteration 108Q: 3 clusters Score -1.066189e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -10661852.000000 Penalty: 5430.101074
	Iteration 109Q: 3 clusters Score -1.066185e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -10661793.000000 Penalty: 5430.101074
	Iteration 110Q: 3 clusters Score -1.066179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -10661755.000000 Penalty: 5430.101074
	Iteration 111Q: 3 clusters Score -1.066176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -10661742.000000 Penalty: 5430.101074
	Iteration 112Q: 3 clusters Score -1.066174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -10661704.000000 Penalty: 5430.101074
	Iteration 113Q: 3 clusters Score -1.06617e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52340 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -10661684.000000 Penalty: 5430.101074
	Iteration 114Q: 3 clusters Score -1.066168e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -10661636.000000 Penalty: 5430.101074
	Iteration 115Q: 3 clusters Score -1.066164e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -10661624.000000 Penalty: 5430.101074
	Iteration 116Q: 3 clusters Score -1.066162e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -10661604.000000 Penalty: 5430.101074
	Iteration 117Q: 3 clusters Score -1.06616e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52552 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -10661584.000000 Penalty: 5430.101074
	Iteration 118Q: 3 clusters Score -1.066158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -10661576.000000 Penalty: 5430.101074
	Iteration 119Q: 3 clusters Score -1.066158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52648 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -10661523.000000 Penalty: 5430.101074
	Iteration 120F: 3 clusters Score -1.066152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -10661516.000000 Penalty: 5430.101074
	Iteration 121Q: 3 clusters Score -1.066152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -10661486.000000 Penalty: 5430.101074
	Iteration 122Q: 3 clusters Score -1.066149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -10661494.000000 Penalty: 5430.101074
	Iteration 123Q: 3 clusters Score -1.066149e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -10661479.000000 Penalty: 5430.101074
	Iteration 124Q: 3 clusters Score -1.066148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -10661445.000000 Penalty: 5430.101074
	Iteration 125Q: 3 clusters Score -1.066144e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -10661428.000000 Penalty: 5430.101074
	Iteration 126Q: 3 clusters Score -1.066143e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -10661394.000000 Penalty: 5430.101074
	Iteration 127Q: 3 clusters Score -1.066139e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -10661357.000000 Penalty: 5430.101074
	Iteration 128Q: 3 clusters Score -1.066136e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -10661333.000000 Penalty: 5430.101074
	Iteration 129Q: 3 clusters Score -1.066133e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -10661346.000000 Penalty: 5430.101074
	Iteration 130Q: 3 clusters Score -1.066135e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -10661329.000000 Penalty: 5430.101074
	Iteration 131Q: 3 clusters Score -1.066133e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -10661313.000000 Penalty: 5430.101074
	Iteration 132Q: 3 clusters Score -1.066131e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -10661299.000000 Penalty: 5430.101074
	Iteration 133Q: 3 clusters Score -1.06613e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53296 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -10661309.000000 Penalty: 5430.101074
	Iteration 134Q: 3 clusters Score -1.066131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -10661270.000000 Penalty: 5430.101074
	Iteration 135Q: 3 clusters Score -1.066127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -10661251.000000 Penalty: 5430.101074
	Iteration 136Q: 3 clusters Score -1.066125e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -10661232.000000 Penalty: 5430.101074
	Iteration 137Q: 3 clusters Score -1.066123e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -10661223.000000 Penalty: 5430.101074
	Iteration 138Q: 3 clusters Score -1.066122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -10661209.000000 Penalty: 5430.101074
	Iteration 139Q: 3 clusters Score -1.066121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53504 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -10661200.000000 Penalty: 5430.101074
	Iteration 140F: 3 clusters Score -1.06612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -10661202.000000 Penalty: 5430.101074
	Iteration 141Q: 3 clusters Score -1.06612e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53548 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10661195.000000 Penalty: 5430.101074
	Iteration 142Q: 3 clusters Score -1.06612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -10661177.000000 Penalty: 5430.101074
	Iteration 143Q: 3 clusters Score -1.066118e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -10661173.000000 Penalty: 5430.101074
	Iteration 144Q: 3 clusters Score -1.066117e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10661154.000000 Penalty: 5430.101074
	Iteration 145Q: 3 clusters Score -1.066115e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -10661150.000000 Penalty: 5430.101074
	Iteration 146Q: 3 clusters Score -1.066115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10661138.000000 Penalty: 5430.101074
	Iteration 147Q: 3 clusters Score -1.066114e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -10661143.000000 Penalty: 5430.101074
	Iteration 148Q: 3 clusters Score -1.066114e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -10661154.000000 Penalty: 5430.101074
	Iteration 149Q: 3 clusters Score -1.066115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -10661133.000000 Penalty: 5430.101074
	Iteration 150Q: 3 clusters Score -1.066113e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -10661129.000000 Penalty: 5430.101074
	Iteration 151Q: 3 clusters Score -1.066113e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -10661111.000000 Penalty: 5430.101074
	Iteration 152Q: 3 clusters Score -1.066111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -10661113.000000 Penalty: 5430.101074
	Iteration 153Q: 3 clusters Score -1.066111e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -10661098.000000 Penalty: 5430.101074
	Iteration 154Q: 3 clusters Score -1.06611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -10661089.000000 Penalty: 5430.101074
	Iteration 155Q: 3 clusters Score -1.066109e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -10661093.000000 Penalty: 5430.101074
	Iteration 156Q: 3 clusters Score -1.066109e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53947 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10661076.000000 Penalty: 5430.101074
	Iteration 157Q: 3 clusters Score -1.066108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -10661069.000000 Penalty: 5430.101074
	Iteration 158Q: 3 clusters Score -1.066107e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -10661068.000000 Penalty: 5430.101074
	Iteration 159Q: 3 clusters Score -1.066107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -10661068.000000 Penalty: 5430.101074
	Iteration 160F: 3 clusters Score -1.066107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -10661053.000000 Penalty: 5430.101074
	Iteration 161Q: 3 clusters Score -1.066105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -10661049.000000 Penalty: 5430.101074
	Iteration 162Q: 3 clusters Score -1.066105e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54018 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -10661047.000000 Penalty: 5430.101074
	Iteration 163Q: 3 clusters Score -1.066105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54027 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -10661041.000000 Penalty: 5430.101074
	Iteration 164Q: 3 clusters Score -1.066104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54043 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10661044.000000 Penalty: 5430.101074
	Iteration 165Q: 3 clusters Score -1.066104e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10661030.000000 Penalty: 5430.101074
	Iteration 166Q: 3 clusters Score -1.066103e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10661030.000000 Penalty: 5430.101074
	Iteration 167Q: 3 clusters Score -1.066103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -10661019.000000 Penalty: 5430.101074
	Iteration 168Q: 3 clusters Score -1.066102e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -10661032.000000 Penalty: 5430.101074
	Iteration 169Q: 3 clusters Score -1.066103e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -10661034.000000 Penalty: 5430.101074
	Iteration 170Q: 3 clusters Score -1.066103e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -10661025.000000 Penalty: 5430.101074
	Iteration 171Q: 3 clusters Score -1.066102e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -10661027.000000 Penalty: 5430.101074
	Iteration 172Q: 3 clusters Score -1.066103e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10661023.000000 Penalty: 5430.101074
	Iteration 173Q: 3 clusters Score -1.066102e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54246 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10660993.000000 Penalty: 5430.101074
	Iteration 174Q: 3 clusters Score -1.066099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10660981.000000 Penalty: 5430.101074
	Iteration 175Q: 3 clusters Score -1.066098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54270 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10660982.000000 Penalty: 5430.101074
	Iteration 176Q: 3 clusters Score -1.066098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -10660988.000000 Penalty: 5430.101074
	Iteration 177Q: 3 clusters Score -1.066099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54297 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10660992.000000 Penalty: 5430.101074
	Iteration 178Q: 3 clusters Score -1.066099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -10660995.000000 Penalty: 5430.101074
	Iteration 179Q: 3 clusters Score -1.0661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -10660985.000000 Penalty: 5430.101074
	Iteration 180F: 3 clusters Score -1.066098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -10660998.000000 Penalty: 5430.101074
	Iteration 181Q: 3 clusters Score -1.0661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -10660978.000000 Penalty: 5430.101074
	Iteration 182Q: 3 clusters Score -1.066098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10661004.000000 Penalty: 5430.101074
	Iteration 183Q: 3 clusters Score -1.0661e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -10660998.000000 Penalty: 5430.101074
	Iteration 184Q: 3 clusters Score -1.0661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10661000.000000 Penalty: 5430.101074
	Iteration 185Q: 3 clusters Score -1.0661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10660994.000000 Penalty: 5430.101074
	Iteration 186Q: 3 clusters Score -1.066099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10661000.000000 Penalty: 5430.101074
	Iteration 187Q: 3 clusters Score -1.0661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -10660996.000000 Penalty: 5430.101074
	Iteration 188Q: 3 clusters Score -1.0661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -10660994.000000 Penalty: 5430.101074
	Iteration 189Q: 3 clusters Score -1.066099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -10660992.000000 Penalty: 5430.101074
	Iteration 190Q: 3 clusters Score -1.066099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -10661001.000000 Penalty: 5430.101074
	Iteration 191Q: 3 clusters Score -1.0661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10661005.000000 Penalty: 5430.101074
	Iteration 192Q: 3 clusters Score -1.0661e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54496 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10660998.000000 Penalty: 5430.101074
	Iteration 193Q: 3 clusters Score -1.0661e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -10661000.000000 Penalty: 5430.101074
	Iteration 194Q: 3 clusters Score -1.0661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -10661007.000000 Penalty: 5430.101074
	Iteration 195Q: 3 clusters Score -1.066101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -10661011.000000 Penalty: 5430.101074
	Iteration 196Q: 3 clusters Score -1.066101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10661018.000000 Penalty: 5430.101074
	Iteration 197Q: 3 clusters Score -1.066102e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -10661007.000000 Penalty: 5430.101074
	Iteration 198Q: 3 clusters Score -1.066101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10661004.000000 Penalty: 5430.101074
	Iteration 199Q: 3 clusters Score -1.0661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10661008.000000 Penalty: 5430.101074
	Iteration 200F: 3 clusters Score -1.066101e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -10661005.000000 Penalty: 5430.101074
	Iteration 201Q: 3 clusters Score -1.0661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10660992.000000 Penalty: 5430.101074
	Iteration 202Q: 3 clusters Score -1.066099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -10660983.000000 Penalty: 5430.101074
	Iteration 203Q: 3 clusters Score -1.066098e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10660989.000000 Penalty: 5430.101074
	Iteration 204Q: 3 clusters Score -1.066099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -10660987.000000 Penalty: 5430.101074
	Iteration 205Q: 3 clusters Score -1.066099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -10660978.000000 Penalty: 5430.101074
	Iteration 206Q: 3 clusters Score -1.066098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54608 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -10660976.000000 Penalty: 5430.101074
	Iteration 207Q: 3 clusters Score -1.066098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10660988.000000 Penalty: 5430.101074
	Iteration 208Q: 3 clusters Score -1.066099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -10660985.000000 Penalty: 5430.101074
	Iteration 209Q: 3 clusters Score -1.066098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10660986.000000 Penalty: 5430.101074
	Iteration 210Q: 3 clusters Score -1.066099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -10660985.000000 Penalty: 5430.101074
	Iteration 211Q: 3 clusters Score -1.066098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10660976.000000 Penalty: 5430.101074
	Iteration 212Q: 3 clusters Score -1.066098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -10660983.000000 Penalty: 5430.101074
	Iteration 213Q: 3 clusters Score -1.066098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -10660983.000000 Penalty: 5430.101074
	Iteration 214Q: 3 clusters Score -1.066098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10660984.000000 Penalty: 5430.101074
	Iteration 215Q: 3 clusters Score -1.066098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10660977.000000 Penalty: 5430.101074
	Iteration 216Q: 3 clusters Score -1.066098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10660981.000000 Penalty: 5430.101074
	Iteration 217Q: 3 clusters Score -1.066098e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10660981.000000 Penalty: 5430.101074
	Iteration 218F: 3 clusters Score -1.066098e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Entering Unmasked Estep 
Score: -1294168.500000 Penalty: 2195.992432
	Iteration 0F: 2 clusters Score -1294168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1288397.250000 Penalty: 4391.984863
	Iteration 0F: 3 clusters Score -1288397 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1289914.500000 Penalty: 4391.984863
	Iteration 1F: 3 clusters Score -1289914 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1290131.625000 Penalty: 4391.984863
	Iteration 2F: 3 clusters Score -1290132 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1290282.000000 Penalty: 4391.984863
	Iteration 3Q: 3 clusters Score -1290282 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1290384.000000 Penalty: 4391.984863
	Iteration 4Q: 3 clusters Score -1290384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1290458.750000 Penalty: 4391.984863
	Iteration 5Q: 3 clusters Score -1290459 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1290526.375000 Penalty: 4391.984863
	Iteration 6Q: 3 clusters Score -1290526 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1290588.125000 Penalty: 4391.984863
	Iteration 7Q: 3 clusters Score -1290588 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1290625.500000 Penalty: 4391.984863
	Iteration 8Q: 3 clusters Score -1290626 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1290664.500000 Penalty: 4391.984863
	Iteration 9Q: 3 clusters Score -1290664 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1290708.000000 Penalty: 4391.984863
	Iteration 10Q: 3 clusters Score -1290708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1290751.000000 Penalty: 4391.984863
	Iteration 11Q: 3 clusters Score -1290751 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1290796.375000 Penalty: 4391.984863
	Iteration 12Q: 3 clusters Score -1290796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1290839.125000 Penalty: 4391.984863
	Iteration 13Q: 3 clusters Score -1290839 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1290871.000000 Penalty: 4391.984863
	Iteration 14Q: 3 clusters Score -1290871 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1290906.750000 Penalty: 4391.984863
	Iteration 15Q: 3 clusters Score -1290907 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1290934.750000 Penalty: 4391.984863
	Iteration 16Q: 3 clusters Score -1290935 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1290965.500000 Penalty: 4391.984863
	Iteration 17Q: 3 clusters Score -1290966 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1291003.250000 Penalty: 4391.984863
	Iteration 18Q: 3 clusters Score -1291003 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1291041.500000 Penalty: 4391.984863
	Iteration 19Q: 3 clusters Score -1291042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1291081.500000 Penalty: 4391.984863
	Iteration 20F: 3 clusters Score -1291082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1291127.250000 Penalty: 4391.984863
	Iteration 21Q: 3 clusters Score -1291127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1291178.000000 Penalty: 4391.984863
	Iteration 22Q: 3 clusters Score -1291178 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1291234.000000 Penalty: 4391.984863
	Iteration 23Q: 3 clusters Score -1291234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1291301.750000 Penalty: 4391.984863
	Iteration 24Q: 3 clusters Score -1291302 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1291376.375000 Penalty: 4391.984863
	Iteration 25Q: 3 clusters Score -1291376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1291462.750000 Penalty: 4391.984863
	Iteration 26Q: 3 clusters Score -1291463 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1291539.125000 Penalty: 4391.984863
	Iteration 27Q: 3 clusters Score -1291539 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1291599.250000 Penalty: 4391.984863
	Iteration 28Q: 3 clusters Score -1291599 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1291669.250000 Penalty: 4391.984863
	Iteration 29Q: 3 clusters Score -1291669 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1291730.375000 Penalty: 4391.984863
	Iteration 30Q: 3 clusters Score -1291730 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1291772.125000 Penalty: 4391.984863
	Iteration 31Q: 3 clusters Score -1291772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1291816.500000 Penalty: 4391.984863
	Iteration 32Q: 3 clusters Score -1291816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1291847.625000 Penalty: 4391.984863
	Iteration 33Q: 3 clusters Score -1291848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1291871.250000 Penalty: 4391.984863
	Iteration 34Q: 3 clusters Score -1291871 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1291900.750000 Penalty: 4391.984863
	Iteration 35Q: 3 clusters Score -1291901 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1291934.375000 Penalty: 4391.984863
	Iteration 36Q: 3 clusters Score -1291934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1291953.375000 Penalty: 4391.984863
	Iteration 37Q: 3 clusters Score -1291953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1291971.500000 Penalty: 4391.984863
	Iteration 38Q: 3 clusters Score -1291972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1291984.875000 Penalty: 4391.984863
	Iteration 39Q: 3 clusters Score -1291985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1291993.875000 Penalty: 4391.984863
	Iteration 40F: 3 clusters Score -1291994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1291999.625000 Penalty: 4391.984863
	Iteration 41Q: 3 clusters Score -1292000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1292017.000000 Penalty: 4391.984863
	Iteration 42Q: 3 clusters Score -1292017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1292029.875000 Penalty: 4391.984863
	Iteration 43Q: 3 clusters Score -1292030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1292037.000000 Penalty: 4391.984863
	Iteration 44Q: 3 clusters Score -1292037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1292047.625000 Penalty: 4391.984863
	Iteration 45Q: 3 clusters Score -1292048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1292057.000000 Penalty: 4391.984863
	Iteration 46Q: 3 clusters Score -1292057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1292067.250000 Penalty: 4391.984863
	Iteration 47Q: 3 clusters Score -1292067 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1292079.000000 Penalty: 4391.984863
	Iteration 48Q: 3 clusters Score -1292079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1292086.250000 Penalty: 4391.984863
	Iteration 49Q: 3 clusters Score -1292086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1292098.125000 Penalty: 4391.984863
	Iteration 50Q: 3 clusters Score -1292098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1292109.250000 Penalty: 4391.984863
	Iteration 51Q: 3 clusters Score -1292109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1292116.250000 Penalty: 4391.984863
	Iteration 52Q: 3 clusters Score -1292116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1292127.500000 Penalty: 4391.984863
	Iteration 53Q: 3 clusters Score -1292128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1292135.750000 Penalty: 4391.984863
	Iteration 54Q: 3 clusters Score -1292136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1292146.625000 Penalty: 4391.984863
	Iteration 55Q: 3 clusters Score -1292147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1292154.625000 Penalty: 4391.984863
	Iteration 56Q: 3 clusters Score -1292155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1292164.125000 Penalty: 4391.984863
	Iteration 57Q: 3 clusters Score -1292164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1292176.625000 Penalty: 4391.984863
	Iteration 58Q: 3 clusters Score -1292177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1292184.125000 Penalty: 4391.984863
	Iteration 59Q: 3 clusters Score -1292184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1292192.000000 Penalty: 4391.984863
	Iteration 60F: 3 clusters Score -1292192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1292202.000000 Penalty: 4391.984863
	Iteration 61Q: 3 clusters Score -1292202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1292213.375000 Penalty: 4391.984863
	Iteration 62Q: 3 clusters Score -1292213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1292220.875000 Penalty: 4391.984863
	Iteration 63Q: 3 clusters Score -1292221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1292226.500000 Penalty: 4391.984863
	Iteration 64Q: 3 clusters Score -1292226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1292230.250000 Penalty: 4391.984863
	Iteration 65Q: 3 clusters Score -1292230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1292230.875000 Penalty: 4391.984863
	Iteration 66Q: 3 clusters Score -1292231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1292232.125000 Penalty: 4391.984863
	Iteration 67Q: 3 clusters Score -1292232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1292232.125000 Penalty: 4391.984863
	Iteration 68F: 3 clusters Score -1292232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Entering Unmasked Estep 
Score: -10115824.000000 Penalty: 2701.821289
	Iteration 0F: 2 clusters Score -1.011582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -10084387.000000 Penalty: 5403.642578
	Iteration 0F: 3 clusters Score -1.008439e+07 nChanged 25062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -10098413.000000 Penalty: 5403.642578
	Iteration 1F: 3 clusters Score -1.009841e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -10099198.000000 Penalty: 5403.642578
	Iteration 2Q: 3 clusters Score -1.00992e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -10100069.000000 Penalty: 5403.642578
	Iteration 3Q: 3 clusters Score -1.010007e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -10101042.000000 Penalty: 5403.642578
	Iteration 4Q: 3 clusters Score -1.010104e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -10102488.000000 Penalty: 5403.642578
	Iteration 5F: 3 clusters Score -1.010249e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -10104492.000000 Penalty: 5403.642578
	Iteration 6F: 3 clusters Score -1.010449e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -10107182.000000 Penalty: 5403.642578
	Iteration 7F: 3 clusters Score -1.010718e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -10109694.000000 Penalty: 5403.642578
	Iteration 8F: 3 clusters Score -1.010969e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18861 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -10111269.000000 Penalty: 5403.642578
	Iteration 9Q: 3 clusters Score -1.011127e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -10112033.000000 Penalty: 5403.642578
	Iteration 10Q: 3 clusters Score -1.011203e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -10112619.000000 Penalty: 5403.642578
	Iteration 11Q: 3 clusters Score -1.011262e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -10113206.000000 Penalty: 5403.642578
	Iteration 12Q: 3 clusters Score -1.011321e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -10113755.000000 Penalty: 5403.642578
	Iteration 13Q: 3 clusters Score -1.011376e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -10114158.000000 Penalty: 5403.642578
	Iteration 14Q: 3 clusters Score -1.011416e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -10114588.000000 Penalty: 5403.642578
	Iteration 15Q: 3 clusters Score -1.011459e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -10114953.000000 Penalty: 5403.642578
	Iteration 16Q: 3 clusters Score -1.011495e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -10115250.000000 Penalty: 5403.642578
	Iteration 17Q: 3 clusters Score -1.011525e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -10115525.000000 Penalty: 5403.642578
	Iteration 18Q: 3 clusters Score -1.011552e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -10115740.000000 Penalty: 5403.642578
	Iteration 19Q: 3 clusters Score -1.011574e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -10115963.000000 Penalty: 5403.642578
	Iteration 20F: 3 clusters Score -1.011596e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -10116062.000000 Penalty: 5403.642578
	Iteration 21Q: 3 clusters Score -1.011606e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -10116152.000000 Penalty: 5403.642578
	Iteration 22Q: 3 clusters Score -1.011615e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -10116228.000000 Penalty: 5403.642578
	Iteration 23Q: 3 clusters Score -1.011623e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -10116267.000000 Penalty: 5403.642578
	Iteration 24Q: 3 clusters Score -1.011627e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -10116266.000000 Penalty: 5403.642578
	Iteration 25Q: 3 clusters Score -1.011627e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -10116307.000000 Penalty: 5403.642578
	Iteration 26Q: 3 clusters Score -1.011631e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -10116312.000000 Penalty: 5403.642578
	Iteration 27Q: 3 clusters Score -1.011631e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -10116322.000000 Penalty: 5403.642578
	Iteration 28Q: 3 clusters Score -1.011632e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -10116350.000000 Penalty: 5403.642578
	Iteration 29Q: 3 clusters Score -1.011635e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -10116370.000000 Penalty: 5403.642578
	Iteration 30Q: 3 clusters Score -1.011637e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -10116402.000000 Penalty: 5403.642578
	Iteration 31Q: 3 clusters Score -1.01164e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -10116410.000000 Penalty: 5403.642578
	Iteration 32Q: 3 clusters Score -1.011641e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -10116395.000000 Penalty: 5403.642578
	Iteration 33Q: 3 clusters Score -1.01164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -10116402.000000 Penalty: 5403.642578
	Iteration 34Q: 3 clusters Score -1.01164e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -10116392.000000 Penalty: 5403.642578
	Iteration 35Q: 3 clusters Score -1.011639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -10116397.000000 Penalty: 5403.642578
	Iteration 36Q: 3 clusters Score -1.01164e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -10116403.000000 Penalty: 5403.642578
	Iteration 37Q: 3 clusters Score -1.01164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -10116415.000000 Penalty: 5403.642578
	Iteration 38Q: 3 clusters Score -1.011642e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -10116418.000000 Penalty: 5403.642578
	Iteration 39Q: 3 clusters Score -1.011642e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -10116433.000000 Penalty: 5403.642578
	Iteration 40F: 3 clusters Score -1.011643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -10116435.000000 Penalty: 5403.642578
	Iteration 41Q: 3 clusters Score -1.011644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -10116432.000000 Penalty: 5403.642578
	Iteration 42Q: 3 clusters Score -1.011643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -10116432.000000 Penalty: 5403.642578
	Iteration 43Q: 3 clusters Score -1.011643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -10116448.000000 Penalty: 5403.642578
	Iteration 44Q: 3 clusters Score -1.011645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -10116450.000000 Penalty: 5403.642578
	Iteration 45Q: 3 clusters Score -1.011645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -10116435.000000 Penalty: 5403.642578
	Iteration 46Q: 3 clusters Score -1.011644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -10116426.000000 Penalty: 5403.642578
	Iteration 47Q: 3 clusters Score -1.011643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -10116439.000000 Penalty: 5403.642578
	Iteration 48Q: 3 clusters Score -1.011644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -10116447.000000 Penalty: 5403.642578
	Iteration 49Q: 3 clusters Score -1.011645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -10116447.000000 Penalty: 5403.642578
	Iteration 50Q: 3 clusters Score -1.011645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -10116465.000000 Penalty: 5403.642578
	Iteration 51Q: 3 clusters Score -1.011646e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -10116462.000000 Penalty: 5403.642578
	Iteration 52Q: 3 clusters Score -1.011646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -10116464.000000 Penalty: 5403.642578
	Iteration 53Q: 3 clusters Score -1.011646e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -10116454.000000 Penalty: 5403.642578
	Iteration 54Q: 3 clusters Score -1.011645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -10116458.000000 Penalty: 5403.642578
	Iteration 55Q: 3 clusters Score -1.011646e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -10116451.000000 Penalty: 5403.642578
	Iteration 56Q: 3 clusters Score -1.011645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -10116456.000000 Penalty: 5403.642578
	Iteration 57Q: 3 clusters Score -1.011646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -10116458.000000 Penalty: 5403.642578
	Iteration 58Q: 3 clusters Score -1.011646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -10116453.000000 Penalty: 5403.642578
	Iteration 59Q: 3 clusters Score -1.011645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -10116451.000000 Penalty: 5403.642578
	Iteration 60F: 3 clusters Score -1.011645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -10116453.000000 Penalty: 5403.642578
	Iteration 61Q: 3 clusters Score -1.011645e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -10116451.000000 Penalty: 5403.642578
	Iteration 62Q: 3 clusters Score -1.011645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -10116449.000000 Penalty: 5403.642578
	Iteration 63Q: 3 clusters Score -1.011645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -10116458.000000 Penalty: 5403.642578
	Iteration 64Q: 3 clusters Score -1.011646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -10116448.000000 Penalty: 5403.642578
	Iteration 65Q: 3 clusters Score -1.011645e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -10116442.000000 Penalty: 5403.642578
	Iteration 66Q: 3 clusters Score -1.011644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -10116454.000000 Penalty: 5403.642578
	Iteration 67Q: 3 clusters Score -1.011645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -10116459.000000 Penalty: 5403.642578
	Iteration 68Q: 3 clusters Score -1.011646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -10116445.000000 Penalty: 5403.642578
	Iteration 69Q: 3 clusters Score -1.011644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -10116445.000000 Penalty: 5403.642578
	Iteration 70F: 3 clusters Score -1.011644e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 38495 members 
Entering Unmasked Estep 
Score: -137137552.000000 Penalty: 103966.859375
Splitting cluster 14 changes total score from -137137440.000000 to -137137552.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (44192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Entering Unmasked Estep 
Score: -8223912.000000 Penalty: 2652.682129
	Iteration 0F: 2 clusters Score -8223912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8194603.000000 Penalty: 5305.364258
	Iteration 0F: 3 clusters Score -8194603 nChanged 20409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -8205741.000000 Penalty: 5305.364258
	Iteration 1F: 3 clusters Score -8205741 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8206533.000000 Penalty: 5305.364258
	Iteration 2Q: 3 clusters Score -8206533 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8207441.000000 Penalty: 5305.364258
	Iteration 3Q: 3 clusters Score -8207441 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8208566.000000 Penalty: 5305.364258
	Iteration 4F: 3 clusters Score -8208566 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -8209851.000000 Penalty: 5305.364258
	Iteration 5F: 3 clusters Score -8209851 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -8211300.000000 Penalty: 5305.364258
	Iteration 6F: 3 clusters Score -8211300 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -8212895.000000 Penalty: 5305.364258
	Iteration 7F: 3 clusters Score -8212895 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -8214397.500000 Penalty: 5305.364258
	Iteration 8F: 3 clusters Score -8214398 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8215602.000000 Penalty: 5305.364258
	Iteration 9Q: 3 clusters Score -8215602 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8216337.500000 Penalty: 5305.364258
	Iteration 10Q: 3 clusters Score -8216338 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -8216773.000000 Penalty: 5305.364258
	Iteration 11Q: 3 clusters Score -8216773 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -8217054.500000 Penalty: 5305.364258
	Iteration 12Q: 3 clusters Score -8217054 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -8217279.000000 Penalty: 5305.364258
	Iteration 13Q: 3 clusters Score -8217279 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -8217417.500000 Penalty: 5305.364258
	Iteration 14Q: 3 clusters Score -8217418 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -8217541.500000 Penalty: 5305.364258
	Iteration 15Q: 3 clusters Score -8217542 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -8217696.500000 Penalty: 5305.364258
	Iteration 16Q: 3 clusters Score -8217696 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -8217842.500000 Penalty: 5305.364258
	Iteration 17Q: 3 clusters Score -8217842 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31095 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -8217989.000000 Penalty: 5305.364258
	Iteration 18Q: 3 clusters Score -8217989 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8218191.000000 Penalty: 5305.364258
	Iteration 19Q: 3 clusters Score -8218191 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8218362.500000 Penalty: 5305.364258
	Iteration 20F: 3 clusters Score -8218362 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -8218535.000000 Penalty: 5305.364258
	Iteration 21Q: 3 clusters Score -8218535 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -8218763.000000 Penalty: 5305.364258
	Iteration 22Q: 3 clusters Score -8218763 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -8219015.000000 Penalty: 5305.364258
	Iteration 23Q: 3 clusters Score -8219015 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8219240.000000 Penalty: 5305.364258
	Iteration 24Q: 3 clusters Score -8219240 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -8219563.000000 Penalty: 5305.364258
	Iteration 25Q: 3 clusters Score -8219563 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -8219849.000000 Penalty: 5305.364258
	Iteration 26Q: 3 clusters Score -8219849 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -8220118.500000 Penalty: 5305.364258
	Iteration 27Q: 3 clusters Score -8220118 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -8220410.000000 Penalty: 5305.364258
	Iteration 28Q: 3 clusters Score -8220410 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -8220673.500000 Penalty: 5305.364258
	Iteration 29Q: 3 clusters Score -8220674 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -8220938.500000 Penalty: 5305.364258
	Iteration 30Q: 3 clusters Score -8220938 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8221153.500000 Penalty: 5305.364258
	Iteration 31Q: 3 clusters Score -8221154 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -8221333.500000 Penalty: 5305.364258
	Iteration 32Q: 3 clusters Score -8221334 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8221490.500000 Penalty: 5305.364258
	Iteration 33Q: 3 clusters Score -8221490 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8221618.000000 Penalty: 5305.364258
	Iteration 34Q: 3 clusters Score -8221618 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8221700.500000 Penalty: 5305.364258
	Iteration 35Q: 3 clusters Score -8221700 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8221771.500000 Penalty: 5305.364258
	Iteration 36Q: 3 clusters Score -8221772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8221822.000000 Penalty: 5305.364258
	Iteration 37Q: 3 clusters Score -8221822 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8221861.500000 Penalty: 5305.364258
	Iteration 38Q: 3 clusters Score -8221862 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8221891.500000 Penalty: 5305.364258
	Iteration 39Q: 3 clusters Score -8221892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -8221919.500000 Penalty: 5305.364258
	Iteration 40F: 3 clusters Score -8221920 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -8221935.500000 Penalty: 5305.364258
	Iteration 41Q: 3 clusters Score -8221936 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8221960.000000 Penalty: 5305.364258
	Iteration 42Q: 3 clusters Score -8221960 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8221980.000000 Penalty: 5305.364258
	Iteration 43Q: 3 clusters Score -8221980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8222007.000000 Penalty: 5305.364258
	Iteration 44Q: 3 clusters Score -8222007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8222030.000000 Penalty: 5305.364258
	Iteration 45Q: 3 clusters Score -8222030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8222024.000000 Penalty: 5305.364258
	Iteration 46Q: 3 clusters Score -8222024 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8222053.000000 Penalty: 5305.364258
	Iteration 47Q: 3 clusters Score -8222053 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8222057.000000 Penalty: 5305.364258
	Iteration 48Q: 3 clusters Score -8222057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8222069.500000 Penalty: 5305.364258
	Iteration 49Q: 3 clusters Score -8222070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8222078.500000 Penalty: 5305.364258
	Iteration 50Q: 3 clusters Score -8222078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8222084.000000 Penalty: 5305.364258
	Iteration 51Q: 3 clusters Score -8222084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8222095.500000 Penalty: 5305.364258
	Iteration 52Q: 3 clusters Score -8222096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8222094.500000 Penalty: 5305.364258
	Iteration 53Q: 3 clusters Score -8222094 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8222087.000000 Penalty: 5305.364258
	Iteration 54Q: 3 clusters Score -8222087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8222088.000000 Penalty: 5305.364258
	Iteration 55Q: 3 clusters Score -8222088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8222105.000000 Penalty: 5305.364258
	Iteration 56Q: 3 clusters Score -8222105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8222118.500000 Penalty: 5305.364258
	Iteration 57Q: 3 clusters Score -8222118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8222125.000000 Penalty: 5305.364258
	Iteration 58Q: 3 clusters Score -8222125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8222132.500000 Penalty: 5305.364258
	Iteration 59Q: 3 clusters Score -8222132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8222142.500000 Penalty: 5305.364258
	Iteration 60F: 3 clusters Score -8222142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8222160.500000 Penalty: 5305.364258
	Iteration 61Q: 3 clusters Score -8222160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8222167.000000 Penalty: 5305.364258
	Iteration 62Q: 3 clusters Score -8222167 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8222167.500000 Penalty: 5305.364258
	Iteration 63Q: 3 clusters Score -8222168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8222168.000000 Penalty: 5305.364258
	Iteration 64Q: 3 clusters Score -8222168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8222189.500000 Penalty: 5305.364258
	Iteration 65Q: 3 clusters Score -8222190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8222177.000000 Penalty: 5305.364258
	Iteration 66Q: 3 clusters Score -8222177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8222181.500000 Penalty: 5305.364258
	Iteration 67Q: 3 clusters Score -8222182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8222169.000000 Penalty: 5305.364258
	Iteration 68Q: 3 clusters Score -8222169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8222170.500000 Penalty: 5305.364258
	Iteration 69Q: 3 clusters Score -8222170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8222170.000000 Penalty: 5305.364258
	Iteration 70Q: 3 clusters Score -8222170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8222168.500000 Penalty: 5305.364258
	Iteration 71Q: 3 clusters Score -8222168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8222170.500000 Penalty: 5305.364258
	Iteration 72Q: 3 clusters Score -8222170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8222167.000000 Penalty: 5305.364258
	Iteration 73Q: 3 clusters Score -8222167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8222173.000000 Penalty: 5305.364258
	Iteration 74Q: 3 clusters Score -8222173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8222172.500000 Penalty: 5305.364258
	Iteration 75Q: 3 clusters Score -8222172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8222179.000000 Penalty: 5305.364258
	Iteration 76Q: 3 clusters Score -8222179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8222174.500000 Penalty: 5305.364258
	Iteration 77Q: 3 clusters Score -8222174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8222173.500000 Penalty: 5305.364258
	Iteration 78Q: 3 clusters Score -8222174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8222169.500000 Penalty: 5305.364258
	Iteration 79Q: 3 clusters Score -8222170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8222175.000000 Penalty: 5305.364258
	Iteration 80F: 3 clusters Score -8222175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8222182.500000 Penalty: 5305.364258
	Iteration 81Q: 3 clusters Score -8222182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8222176.000000 Penalty: 5305.364258
	Iteration 82Q: 3 clusters Score -8222176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8222178.500000 Penalty: 5305.364258
	Iteration 83Q: 3 clusters Score -8222178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8222179.000000 Penalty: 5305.364258
	Iteration 84Q: 3 clusters Score -8222179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8222182.000000 Penalty: 5305.364258
	Iteration 85Q: 3 clusters Score -8222182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8222177.000000 Penalty: 5305.364258
	Iteration 86Q: 3 clusters Score -8222177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8222194.000000 Penalty: 5305.364258
	Iteration 87Q: 3 clusters Score -8222194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8222194.500000 Penalty: 5305.364258
	Iteration 88Q: 3 clusters Score -8222194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8222190.000000 Penalty: 5305.364258
	Iteration 89Q: 3 clusters Score -8222190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8222198.000000 Penalty: 5305.364258
	Iteration 90Q: 3 clusters Score -8222198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8222199.000000 Penalty: 5305.364258
	Iteration 91Q: 3 clusters Score -8222199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8222193.000000 Penalty: 5305.364258
	Iteration 92Q: 3 clusters Score -8222193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8222195.500000 Penalty: 5305.364258
	Iteration 93Q: 3 clusters Score -8222196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8222190.500000 Penalty: 5305.364258
	Iteration 94Q: 3 clusters Score -8222190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8222190.500000 Penalty: 5305.364258
	Iteration 95F: 3 clusters Score -8222190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -291332.593750 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -291332.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -288970.125000 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -288970.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -289442.531250 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -289442.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -289608.218750 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -289608.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -289745.250000 Penalty: 3674.330322
	Iteration 3F: 3 clusters Score -289745.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -289891.218750 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -289891.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -290011.125000 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -290011.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290081.750000 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -290081.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -290135.812500 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -290135.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290172.625000 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -290172.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290200.593750 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -290200.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290231.718750 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -290231.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290263.031250 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -290263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290285.125000 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -290285.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -290299.968750 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -290300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290315.437500 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -290315.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290329.375000 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -290329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290346.593750 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -290346.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -290353.875000 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -290353.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290358.218750 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -290358.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290362.343750 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -290362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290364.406250 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -290364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290366.781250 Penalty: 3674.330322
	Iteration 21Q: 3 clusters Score -290366.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -290367.468750 Penalty: 3674.330322
	Iteration 22Q: 3 clusters Score -290367.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290368.031250 Penalty: 3674.330322
	Iteration 23Q: 3 clusters Score -290368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -290368.593750 Penalty: 3674.330322
	Iteration 24Q: 3 clusters Score -290368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -290369.750000 Penalty: 3674.330322
	Iteration 25Q: 3 clusters Score -290369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -290371.531250 Penalty: 3674.330322
	Iteration 26Q: 3 clusters Score -290371.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290373.093750 Penalty: 3674.330322
	Iteration 27Q: 3 clusters Score -290373.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -290373.093750 Penalty: 3674.330322
	Iteration 28Q: 3 clusters Score -290373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -290374.437500 Penalty: 3674.330322
	Iteration 29Q: 3 clusters Score -290374.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290375.468750 Penalty: 3674.330322
	Iteration 30Q: 3 clusters Score -290375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290375.468750 Penalty: 3674.330322
	Iteration 31F: 3 clusters Score -290375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Entering Unmasked Estep 
Score: -5322221.000000 Penalty: 2543.150146
	Iteration 0F: 2 clusters Score -5322221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -5302746.000000 Penalty: 5086.300293
	Iteration 0F: 3 clusters Score -5302746 nChanged 12778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -5309709.500000 Penalty: 5086.300293
	Iteration 1F: 3 clusters Score -5309710 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5310140.500000 Penalty: 5086.300293
	Iteration 2Q: 3 clusters Score -5310140 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -5310547.500000 Penalty: 5086.300293
	Iteration 3Q: 3 clusters Score -5310548 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -5310977.500000 Penalty: 5086.300293
	Iteration 4Q: 3 clusters Score -5310978 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -5311360.000000 Penalty: 5086.300293
	Iteration 5Q: 3 clusters Score -5311360 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5311767.500000 Penalty: 5086.300293
	Iteration 6Q: 3 clusters Score -5311768 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -5312250.000000 Penalty: 5086.300293
	Iteration 7Q: 3 clusters Score -5312250 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -5312762.000000 Penalty: 5086.300293
	Iteration 8Q: 3 clusters Score -5312762 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -5313454.500000 Penalty: 5086.300293
	Iteration 9Q: 3 clusters Score -5313454 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -5314176.500000 Penalty: 5086.300293
	Iteration 10Q: 3 clusters Score -5314176 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -5314903.000000 Penalty: 5086.300293
	Iteration 11Q: 3 clusters Score -5314903 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -5315577.500000 Penalty: 5086.300293
	Iteration 12Q: 3 clusters Score -5315578 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5316085.500000 Penalty: 5086.300293
	Iteration 13Q: 3 clusters Score -5316086 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -5316506.500000 Penalty: 5086.300293
	Iteration 14Q: 3 clusters Score -5316506 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -5316776.500000 Penalty: 5086.300293
	Iteration 15Q: 3 clusters Score -5316776 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -5317008.000000 Penalty: 5086.300293
	Iteration 16Q: 3 clusters Score -5317008 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5317157.000000 Penalty: 5086.300293
	Iteration 17Q: 3 clusters Score -5317157 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5317292.000000 Penalty: 5086.300293
	Iteration 18Q: 3 clusters Score -5317292 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -5317438.000000 Penalty: 5086.300293
	Iteration 19Q: 3 clusters Score -5317438 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -5317588.000000 Penalty: 5086.300293
	Iteration 20F: 3 clusters Score -5317588 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5317729.500000 Penalty: 5086.300293
	Iteration 21Q: 3 clusters Score -5317730 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -5317869.500000 Penalty: 5086.300293
	Iteration 22Q: 3 clusters Score -5317870 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -5318023.000000 Penalty: 5086.300293
	Iteration 23Q: 3 clusters Score -5318023 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5318137.500000 Penalty: 5086.300293
	Iteration 24Q: 3 clusters Score -5318138 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5318277.000000 Penalty: 5086.300293
	Iteration 25Q: 3 clusters Score -5318277 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5318406.500000 Penalty: 5086.300293
	Iteration 26Q: 3 clusters Score -5318406 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -5318540.000000 Penalty: 5086.300293
	Iteration 27Q: 3 clusters Score -5318540 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -5318654.000000 Penalty: 5086.300293
	Iteration 28Q: 3 clusters Score -5318654 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -5318769.000000 Penalty: 5086.300293
	Iteration 29Q: 3 clusters Score -5318769 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -5318870.500000 Penalty: 5086.300293
	Iteration 30Q: 3 clusters Score -5318870 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5318986.500000 Penalty: 5086.300293
	Iteration 31Q: 3 clusters Score -5318986 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -5319092.000000 Penalty: 5086.300293
	Iteration 32Q: 3 clusters Score -5319092 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -5319179.000000 Penalty: 5086.300293
	Iteration 33Q: 3 clusters Score -5319179 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -5319267.000000 Penalty: 5086.300293
	Iteration 34Q: 3 clusters Score -5319267 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5319342.000000 Penalty: 5086.300293
	Iteration 35Q: 3 clusters Score -5319342 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -5319418.000000 Penalty: 5086.300293
	Iteration 36Q: 3 clusters Score -5319418 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5319494.500000 Penalty: 5086.300293
	Iteration 37Q: 3 clusters Score -5319494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5319573.000000 Penalty: 5086.300293
	Iteration 38Q: 3 clusters Score -5319573 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5319631.500000 Penalty: 5086.300293
	Iteration 39Q: 3 clusters Score -5319632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5319683.000000 Penalty: 5086.300293
	Iteration 40F: 3 clusters Score -5319683 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -5319714.500000 Penalty: 5086.300293
	Iteration 41Q: 3 clusters Score -5319714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -5319748.500000 Penalty: 5086.300293
	Iteration 42Q: 3 clusters Score -5319748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -5319768.000000 Penalty: 5086.300293
	Iteration 43Q: 3 clusters Score -5319768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5319789.500000 Penalty: 5086.300293
	Iteration 44Q: 3 clusters Score -5319790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5319807.000000 Penalty: 5086.300293
	Iteration 45Q: 3 clusters Score -5319807 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5319822.000000 Penalty: 5086.300293
	Iteration 46Q: 3 clusters Score -5319822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5319833.000000 Penalty: 5086.300293
	Iteration 47Q: 3 clusters Score -5319833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -5319850.000000 Penalty: 5086.300293
	Iteration 48Q: 3 clusters Score -5319850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5319864.500000 Penalty: 5086.300293
	Iteration 49Q: 3 clusters Score -5319864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5319876.500000 Penalty: 5086.300293
	Iteration 50Q: 3 clusters Score -5319876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -5319884.000000 Penalty: 5086.300293
	Iteration 51Q: 3 clusters Score -5319884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -5319894.500000 Penalty: 5086.300293
	Iteration 52Q: 3 clusters Score -5319894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5319899.500000 Penalty: 5086.300293
	Iteration 53Q: 3 clusters Score -5319900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -5319900.500000 Penalty: 5086.300293
	Iteration 54Q: 3 clusters Score -5319900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -5319899.000000 Penalty: 5086.300293
	Iteration 55Q: 3 clusters Score -5319899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -5319905.000000 Penalty: 5086.300293
	Iteration 56Q: 3 clusters Score -5319905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -5319901.500000 Penalty: 5086.300293
	Iteration 57Q: 3 clusters Score -5319902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5319906.500000 Penalty: 5086.300293
	Iteration 58Q: 3 clusters Score -5319906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -5319906.500000 Penalty: 5086.300293
	Iteration 59F: 3 clusters Score -5319906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Entering Unmasked Estep 
Score: -8142577.000000 Penalty: 2651.433350
	Iteration 0F: 2 clusters Score -8142577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -8113222.000000 Penalty: 5302.866699
	Iteration 0F: 3 clusters Score -8113222 nChanged 20091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8124311.500000 Penalty: 5302.866699
	Iteration 1F: 3 clusters Score -8124312 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -8124792.000000 Penalty: 5302.866699
	Iteration 2Q: 3 clusters Score -8124792 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -8125231.500000 Penalty: 5302.866699
	Iteration 3Q: 3 clusters Score -8125232 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -8125755.500000 Penalty: 5302.866699
	Iteration 4Q: 3 clusters Score -8125756 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -8126456.500000 Penalty: 5302.866699
	Iteration 5Q: 3 clusters Score -8126456 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -8127451.500000 Penalty: 5302.866699
	Iteration 6Q: 3 clusters Score -8127452 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -8128893.500000 Penalty: 5302.866699
	Iteration 7F: 3 clusters Score -8128894 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -8130787.500000 Penalty: 5302.866699
	Iteration 8F: 3 clusters Score -8130788 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8133231.500000 Penalty: 5302.866699
	Iteration 9F: 3 clusters Score -8133232 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8135775.000000 Penalty: 5302.866699
	Iteration 10F: 3 clusters Score -8135775 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8137754.500000 Penalty: 5302.866699
	Iteration 11F: 3 clusters Score -8137754 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8138923.500000 Penalty: 5302.866699
	Iteration 12Q: 3 clusters Score -8138924 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8139566.500000 Penalty: 5302.866699
	Iteration 13Q: 3 clusters Score -8139566 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8139865.500000 Penalty: 5302.866699
	Iteration 14Q: 3 clusters Score -8139866 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8140028.000000 Penalty: 5302.866699
	Iteration 15Q: 3 clusters Score -8140028 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8140126.000000 Penalty: 5302.866699
	Iteration 16Q: 3 clusters Score -8140126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -8140181.500000 Penalty: 5302.866699
	Iteration 17Q: 3 clusters Score -8140182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8140230.000000 Penalty: 5302.866699
	Iteration 18Q: 3 clusters Score -8140230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8140246.500000 Penalty: 5302.866699
	Iteration 19Q: 3 clusters Score -8140246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8140252.000000 Penalty: 5302.866699
	Iteration 20F: 3 clusters Score -8140252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8140266.500000 Penalty: 5302.866699
	Iteration 21Q: 3 clusters Score -8140266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8140272.500000 Penalty: 5302.866699
	Iteration 22Q: 3 clusters Score -8140272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8140278.000000 Penalty: 5302.866699
	Iteration 23Q: 3 clusters Score -8140278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8140272.500000 Penalty: 5302.866699
	Iteration 24Q: 3 clusters Score -8140272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8140270.500000 Penalty: 5302.866699
	Iteration 25Q: 3 clusters Score -8140270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8140283.500000 Penalty: 5302.866699
	Iteration 26Q: 3 clusters Score -8140284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8140283.500000 Penalty: 5302.866699
	Iteration 27Q: 3 clusters Score -8140284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8140283.000000 Penalty: 5302.866699
	Iteration 28Q: 3 clusters Score -8140283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8140286.500000 Penalty: 5302.866699
	Iteration 29Q: 3 clusters Score -8140286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8140286.500000 Penalty: 5302.866699
	Iteration 30F: 3 clusters Score -8140286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35819.304688 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35819.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36097.441406 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36097.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -36292.671875 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36292.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36451.289062 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36451.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36534.472656 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36534.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36618.441406 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36618.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36655.902344 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36655.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36682.625000 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36682.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36699.558594 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36699.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36702.691406 Penalty: 3001.836182
	Iteration 9F: 3 clusters Score -36702.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36771.132812 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -36771.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36774.785156 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -36774.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36774.785156 Penalty: 3001.836182
	Iteration 12F: 3 clusters Score -36774.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -4824256.000000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -4824256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4805960.000000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -4805960 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -4812313.500000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -4812314 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -4812717.000000 Penalty: 5051.710449
	Iteration 2Q: 3 clusters Score -4812717 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4813077.500000 Penalty: 5051.710449
	Iteration 3Q: 3 clusters Score -4813078 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4813419.000000 Penalty: 5051.710449
	Iteration 4Q: 3 clusters Score -4813419 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -4813804.000000 Penalty: 5051.710449
	Iteration 5Q: 3 clusters Score -4813804 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -4814239.500000 Penalty: 5051.710449
	Iteration 6Q: 3 clusters Score -4814240 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -4814789.500000 Penalty: 5051.710449
	Iteration 7Q: 3 clusters Score -4814790 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4815580.000000 Penalty: 5051.710449
	Iteration 8Q: 3 clusters Score -4815580 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -4816708.500000 Penalty: 5051.710449
	Iteration 9F: 3 clusters Score -4816708 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -4818148.000000 Penalty: 5051.710449
	Iteration 10F: 3 clusters Score -4818148 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4819551.500000 Penalty: 5051.710449
	Iteration 11F: 3 clusters Score -4819552 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4820684.500000 Penalty: 5051.710449
	Iteration 12Q: 3 clusters Score -4820684 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4821347.000000 Penalty: 5051.710449
	Iteration 13Q: 3 clusters Score -4821347 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4821718.000000 Penalty: 5051.710449
	Iteration 14Q: 3 clusters Score -4821718 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4821914.000000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -4821914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4821987.000000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -4821987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4822033.500000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -4822034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4822067.500000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -4822068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4822078.000000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -4822078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4822086.500000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -4822086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4822082.000000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -4822082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4822080.500000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -4822080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4822084.500000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -4822084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4822088.000000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -4822088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4822090.500000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -4822090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4822090.500000 Penalty: 5051.710449
	Iteration 26F: 3 clusters Score -4822090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -1125622.625000 Penalty: 2158.510742
	Iteration 0F: 2 clusters Score -1125623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1120416.250000 Penalty: 4317.021484
	Iteration 0F: 3 clusters Score -1120416 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1121779.375000 Penalty: 4317.021484
	Iteration 1F: 3 clusters Score -1121779 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1122078.750000 Penalty: 4317.021484
	Iteration 2F: 3 clusters Score -1122079 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1122330.375000 Penalty: 4317.021484
	Iteration 3F: 3 clusters Score -1122330 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1122520.250000 Penalty: 4317.021484
	Iteration 4Q: 3 clusters Score -1122520 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1122696.000000 Penalty: 4317.021484
	Iteration 5Q: 3 clusters Score -1122696 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1122890.750000 Penalty: 4317.021484
	Iteration 6Q: 3 clusters Score -1122891 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1123070.000000 Penalty: 4317.021484
	Iteration 7Q: 3 clusters Score -1123070 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1123259.625000 Penalty: 4317.021484
	Iteration 8Q: 3 clusters Score -1123260 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1123432.250000 Penalty: 4317.021484
	Iteration 9Q: 3 clusters Score -1123432 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1123577.375000 Penalty: 4317.021484
	Iteration 10Q: 3 clusters Score -1123577 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1123709.875000 Penalty: 4317.021484
	Iteration 11Q: 3 clusters Score -1123710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1123815.000000 Penalty: 4317.021484
	Iteration 12Q: 3 clusters Score -1123815 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1123889.000000 Penalty: 4317.021484
	Iteration 13Q: 3 clusters Score -1123889 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1123942.250000 Penalty: 4317.021484
	Iteration 14Q: 3 clusters Score -1123942 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1123987.750000 Penalty: 4317.021484
	Iteration 15Q: 3 clusters Score -1123988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1124025.250000 Penalty: 4317.021484
	Iteration 16Q: 3 clusters Score -1124025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1124050.750000 Penalty: 4317.021484
	Iteration 17Q: 3 clusters Score -1124051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1124070.000000 Penalty: 4317.021484
	Iteration 18Q: 3 clusters Score -1124070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1124086.000000 Penalty: 4317.021484
	Iteration 19Q: 3 clusters Score -1124086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1124097.375000 Penalty: 4317.021484
	Iteration 20F: 3 clusters Score -1124097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1124102.000000 Penalty: 4317.021484
	Iteration 21Q: 3 clusters Score -1124102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1124111.500000 Penalty: 4317.021484
	Iteration 22Q: 3 clusters Score -1124112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1124114.250000 Penalty: 4317.021484
	Iteration 23Q: 3 clusters Score -1124114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1124121.000000 Penalty: 4317.021484
	Iteration 24Q: 3 clusters Score -1124121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1124123.000000 Penalty: 4317.021484
	Iteration 25Q: 3 clusters Score -1124123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1124126.875000 Penalty: 4317.021484
	Iteration 26Q: 3 clusters Score -1124127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1124130.250000 Penalty: 4317.021484
	Iteration 27Q: 3 clusters Score -1124130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1124131.750000 Penalty: 4317.021484
	Iteration 28Q: 3 clusters Score -1124132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1124132.375000 Penalty: 4317.021484
	Iteration 29Q: 3 clusters Score -1124132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1124132.375000 Penalty: 4317.021484
	Iteration 30Q: 3 clusters Score -1124132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1124132.375000 Penalty: 4317.021484
	Iteration 31F: 3 clusters Score -1124132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Entering Unmasked Estep 
Score: -9147257.000000 Penalty: 2677.112793
	Iteration 0F: 2 clusters Score -9147257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -9117487.000000 Penalty: 5354.225586
	Iteration 0F: 3 clusters Score -9117487 nChanged 22573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9129597.000000 Penalty: 5354.225586
	Iteration 1F: 3 clusters Score -9129597 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -9130028.000000 Penalty: 5354.225586
	Iteration 2Q: 3 clusters Score -9130028 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9130364.000000 Penalty: 5354.225586
	Iteration 3Q: 3 clusters Score -9130364 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -9130645.000000 Penalty: 5354.225586
	Iteration 4Q: 3 clusters Score -9130645 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -9131060.000000 Penalty: 5354.225586
	Iteration 5Q: 3 clusters Score -9131060 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -9131741.000000 Penalty: 5354.225586
	Iteration 6Q: 3 clusters Score -9131741 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -9132885.000000 Penalty: 5354.225586
	Iteration 7Q: 3 clusters Score -9132885 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -9134673.000000 Penalty: 5354.225586
	Iteration 8F: 3 clusters Score -9134673 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -9137653.000000 Penalty: 5354.225586
	Iteration 9F: 3 clusters Score -9137653 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -9141223.000000 Penalty: 5354.225586
	Iteration 10F: 3 clusters Score -9141223 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -9143919.000000 Penalty: 5354.225586
	Iteration 11F: 3 clusters Score -9143919 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -9144770.000000 Penalty: 5354.225586
	Iteration 12Q: 3 clusters Score -9144770 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9144909.000000 Penalty: 5354.225586
	Iteration 13Q: 3 clusters Score -9144909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9145026.000000 Penalty: 5354.225586
	Iteration 14Q: 3 clusters Score -9145026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9145066.000000 Penalty: 5354.225586
	Iteration 15Q: 3 clusters Score -9145066 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9145123.000000 Penalty: 5354.225586
	Iteration 16Q: 3 clusters Score -9145123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9145138.000000 Penalty: 5354.225586
	Iteration 17Q: 3 clusters Score -9145138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9145164.000000 Penalty: 5354.225586
	Iteration 18Q: 3 clusters Score -9145164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9145170.000000 Penalty: 5354.225586
	Iteration 19Q: 3 clusters Score -9145170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9145178.000000 Penalty: 5354.225586
	Iteration 20F: 3 clusters Score -9145178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -9145195.000000 Penalty: 5354.225586
	Iteration 21Q: 3 clusters Score -9145195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9145192.000000 Penalty: 5354.225586
	Iteration 22Q: 3 clusters Score -9145192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9145194.000000 Penalty: 5354.225586
	Iteration 23Q: 3 clusters Score -9145194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9145200.000000 Penalty: 5354.225586
	Iteration 24Q: 3 clusters Score -9145200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9145199.000000 Penalty: 5354.225586
	Iteration 25Q: 3 clusters Score -9145199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -9145199.000000 Penalty: 5354.225586
	Iteration 26F: 3 clusters Score -9145199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1090626.875000 Penalty: 2151.031250
	Iteration 0F: 2 clusters Score -1090627 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: -1085565.500000 Penalty: 4302.062500
	Iteration 0F: 3 clusters Score -1085566 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1086850.375000 Penalty: 4302.062500
	Iteration 1F: 3 clusters Score -1086850 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1087056.500000 Penalty: 4302.062500
	Iteration 2F: 3 clusters Score -1087056 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1087177.000000 Penalty: 4302.062500
	Iteration 3Q: 3 clusters Score -1087177 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1087265.625000 Penalty: 4302.062500
	Iteration 4Q: 3 clusters Score -1087266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1087322.125000 Penalty: 4302.062500
	Iteration 5Q: 3 clusters Score -1087322 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1087369.000000 Penalty: 4302.062500
	Iteration 6Q: 3 clusters Score -1087369 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1087410.250000 Penalty: 4302.062500
	Iteration 7Q: 3 clusters Score -1087410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1087449.250000 Penalty: 4302.062500
	Iteration 8Q: 3 clusters Score -1087449 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1087483.875000 Penalty: 4302.062500
	Iteration 9Q: 3 clusters Score -1087484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1087508.625000 Penalty: 4302.062500
	Iteration 10Q: 3 clusters Score -1087509 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1087534.125000 Penalty: 4302.062500
	Iteration 11Q: 3 clusters Score -1087534 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1087557.500000 Penalty: 4302.062500
	Iteration 12Q: 3 clusters Score -1087558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1087585.000000 Penalty: 4302.062500
	Iteration 13Q: 3 clusters Score -1087585 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1087627.250000 Penalty: 4302.062500
	Iteration 14Q: 3 clusters Score -1087627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1087674.375000 Penalty: 4302.062500
	Iteration 15Q: 3 clusters Score -1087674 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1087713.750000 Penalty: 4302.062500
	Iteration 16Q: 3 clusters Score -1087714 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1087752.875000 Penalty: 4302.062500
	Iteration 17Q: 3 clusters Score -1087753 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1087802.750000 Penalty: 4302.062500
	Iteration 18Q: 3 clusters Score -1087803 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1087848.375000 Penalty: 4302.062500
	Iteration 19Q: 3 clusters Score -1087848 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1087901.125000 Penalty: 4302.062500
	Iteration 20F: 3 clusters Score -1087901 nChanged 106
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: -1087951.750000 Penalty: 4302.062500
	Iteration 21Q: 3 clusters Score -1087952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1088003.500000 Penalty: 4302.062500
	Iteration 22Q: 3 clusters Score -1088004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1088047.375000 Penalty: 4302.062500
	Iteration 23Q: 3 clusters Score -1088047 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1088088.125000 Penalty: 4302.062500
	Iteration 24Q: 3 clusters Score -1088088 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1088123.500000 Penalty: 4302.062500
	Iteration 25Q: 3 clusters Score -1088124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1088164.000000 Penalty: 4302.062500
	Iteration 26Q: 3 clusters Score -1088164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1088197.125000 Penalty: 4302.062500
	Iteration 27Q: 3 clusters Score -1088197 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1088236.750000 Penalty: 4302.062500
	Iteration 28Q: 3 clusters Score -1088237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1088271.500000 Penalty: 4302.062500
	Iteration 29Q: 3 clusters Score -1088272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1088297.875000 Penalty: 4302.062500
	Iteration 30Q: 3 clusters Score -1088298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1088330.625000 Penalty: 4302.062500
	Iteration 31Q: 3 clusters Score -1088331 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1088358.875000 Penalty: 4302.062500
	Iteration 32Q: 3 clusters Score -1088359 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1088390.750000 Penalty: 4302.062500
	Iteration 33Q: 3 clusters Score -1088391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1088425.125000 Penalty: 4302.062500
	Iteration 34Q: 3 clusters Score -1088425 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1088464.000000 Penalty: 4302.062500
	Iteration 35Q: 3 clusters Score -1088464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1088494.250000 Penalty: 4302.062500
	Iteration 36Q: 3 clusters Score -1088494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1088526.375000 Penalty: 4302.062500
	Iteration 37Q: 3 clusters Score -1088526 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1088553.000000 Penalty: 4302.062500
	Iteration 38Q: 3 clusters Score -1088553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1088566.125000 Penalty: 4302.062500
	Iteration 39Q: 3 clusters Score -1088566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1088580.875000 Penalty: 4302.062500
	Iteration 40F: 3 clusters Score -1088581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1088592.000000 Penalty: 4302.062500
	Iteration 41Q: 3 clusters Score -1088592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1088607.000000 Penalty: 4302.062500
	Iteration 42Q: 3 clusters Score -1088607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1088613.000000 Penalty: 4302.062500
	Iteration 43Q: 3 clusters Score -1088613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1088618.000000 Penalty: 4302.062500
	Iteration 44Q: 3 clusters Score -1088618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1088626.000000 Penalty: 4302.062500
	Iteration 45Q: 3 clusters Score -1088626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1088631.000000 Penalty: 4302.062500
	Iteration 46Q: 3 clusters Score -1088631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1088635.875000 Penalty: 4302.062500
	Iteration 47Q: 3 clusters Score -1088636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1088642.375000 Penalty: 4302.062500
	Iteration 48Q: 3 clusters Score -1088642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1088652.375000 Penalty: 4302.062500
	Iteration 49Q: 3 clusters Score -1088652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1088662.250000 Penalty: 4302.062500
	Iteration 50Q: 3 clusters Score -1088662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1088673.375000 Penalty: 4302.062500
	Iteration 51Q: 3 clusters Score -1088673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1088676.750000 Penalty: 4302.062500
	Iteration 52Q: 3 clusters Score -1088677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1088683.875000 Penalty: 4302.062500
	Iteration 53Q: 3 clusters Score -1088684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1088687.875000 Penalty: 4302.062500
	Iteration 54Q: 3 clusters Score -1088688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1088691.625000 Penalty: 4302.062500
	Iteration 55Q: 3 clusters Score -1088692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1088698.000000 Penalty: 4302.062500
	Iteration 56Q: 3 clusters Score -1088698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1088700.000000 Penalty: 4302.062500
	Iteration 57Q: 3 clusters Score -1088700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1088702.625000 Penalty: 4302.062500
	Iteration 58Q: 3 clusters Score -1088703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1088703.875000 Penalty: 4302.062500
	Iteration 59Q: 3 clusters Score -1088704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1088708.000000 Penalty: 4302.062500
	Iteration 60F: 3 clusters Score -1088708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1088707.000000 Penalty: 4302.062500
	Iteration 61Q: 3 clusters Score -1088707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1088709.125000 Penalty: 4302.062500
	Iteration 62Q: 3 clusters Score -1088709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1088710.125000 Penalty: 4302.062500
	Iteration 63Q: 3 clusters Score -1088710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1088710.125000 Penalty: 4302.062500
	Iteration 64Q: 3 clusters Score -1088710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1088710.125000 Penalty: 4302.062500
	Iteration 65F: 3 clusters Score -1088710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -419752.718750 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -419752.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -416902.812500 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -416902.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -417407.562500 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -417407.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -417546.781250 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -417546.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -417612.000000 Penalty: 3854.658447
	Iteration 3Q: 3 clusters Score -417612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -417655.812500 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -417655.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -417683.093750 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -417683.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -417700.687500 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -417700.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -417714.968750 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -417715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -417728.406250 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -417728.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -417733.875000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -417733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -417738.906250 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -417738.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -417745.562500 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -417745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -417757.687500 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -417757.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -417769.875000 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -417769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417781.531250 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -417781.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -417789.656250 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -417789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -417795.000000 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -417795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -417799.406250 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -417799.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -417804.093750 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -417804.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -417808.468750 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -417808.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -417811.062500 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -417811.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -417814.593750 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -417814.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -417819.218750 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -417819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -417820.625000 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -417820.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -417822.218750 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -417822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -417823.125000 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -417823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -417824.406250 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -417824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -417825.218750 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -417825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -417826.375000 Penalty: 3854.658447
	Iteration 28Q: 3 clusters Score -417826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -417827.843750 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -417827.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -417829.125000 Penalty: 3854.658447
	Iteration 30Q: 3 clusters Score -417829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -417830.687500 Penalty: 3854.658447
	Iteration 31Q: 3 clusters Score -417830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -417832.187500 Penalty: 3854.658447
	Iteration 32Q: 3 clusters Score -417832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417834.812500 Penalty: 3854.658447
	Iteration 33Q: 3 clusters Score -417834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -417834.812500 Penalty: 3854.658447
	Iteration 34F: 3 clusters Score -417834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Entering Unmasked Estep 
Score: -843187.875000 Penalty: 2088.547607
	Iteration 0F: 2 clusters Score -843187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -838906.062500 Penalty: 4177.095215
	Iteration 0F: 3 clusters Score -838906.1 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -839842.062500 Penalty: 4177.095215
	Iteration 1F: 3 clusters Score -839842.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -840042.625000 Penalty: 4177.095215
	Iteration 2F: 3 clusters Score -840042.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -840162.750000 Penalty: 4177.095215
	Iteration 3Q: 3 clusters Score -840162.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -840253.250000 Penalty: 4177.095215
	Iteration 4Q: 3 clusters Score -840253.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -840315.312500 Penalty: 4177.095215
	Iteration 5Q: 3 clusters Score -840315.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -840377.687500 Penalty: 4177.095215
	Iteration 6Q: 3 clusters Score -840377.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -840433.937500 Penalty: 4177.095215
	Iteration 7Q: 3 clusters Score -840433.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -840486.625000 Penalty: 4177.095215
	Iteration 8Q: 3 clusters Score -840486.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -840550.000000 Penalty: 4177.095215
	Iteration 9Q: 3 clusters Score -840550 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -840596.562500 Penalty: 4177.095215
	Iteration 10Q: 3 clusters Score -840596.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -840634.312500 Penalty: 4177.095215
	Iteration 11Q: 3 clusters Score -840634.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -840675.937500 Penalty: 4177.095215
	Iteration 12Q: 3 clusters Score -840675.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -840709.125000 Penalty: 4177.095215
	Iteration 13Q: 3 clusters Score -840709.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -840742.125000 Penalty: 4177.095215
	Iteration 14Q: 3 clusters Score -840742.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -840779.812500 Penalty: 4177.095215
	Iteration 15Q: 3 clusters Score -840779.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -840816.875000 Penalty: 4177.095215
	Iteration 16Q: 3 clusters Score -840816.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -840855.750000 Penalty: 4177.095215
	Iteration 17Q: 3 clusters Score -840855.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -840891.562500 Penalty: 4177.095215
	Iteration 18Q: 3 clusters Score -840891.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -840932.312500 Penalty: 4177.095215
	Iteration 19Q: 3 clusters Score -840932.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -840962.750000 Penalty: 4177.095215
	Iteration 20F: 3 clusters Score -840962.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -840991.437500 Penalty: 4177.095215
	Iteration 21Q: 3 clusters Score -840991.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -841021.500000 Penalty: 4177.095215
	Iteration 22Q: 3 clusters Score -841021.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -841056.937500 Penalty: 4177.095215
	Iteration 23Q: 3 clusters Score -841056.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -841090.437500 Penalty: 4177.095215
	Iteration 24Q: 3 clusters Score -841090.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -841123.562500 Penalty: 4177.095215
	Iteration 25Q: 3 clusters Score -841123.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -841158.687500 Penalty: 4177.095215
	Iteration 26Q: 3 clusters Score -841158.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -841194.062500 Penalty: 4177.095215
	Iteration 27Q: 3 clusters Score -841194.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -841224.125000 Penalty: 4177.095215
	Iteration 28Q: 3 clusters Score -841224.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -841246.000000 Penalty: 4177.095215
	Iteration 29Q: 3 clusters Score -841246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -841262.812500 Penalty: 4177.095215
	Iteration 30Q: 3 clusters Score -841262.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -841281.625000 Penalty: 4177.095215
	Iteration 31Q: 3 clusters Score -841281.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -841301.437500 Penalty: 4177.095215
	Iteration 32Q: 3 clusters Score -841301.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -841316.000000 Penalty: 4177.095215
	Iteration 33Q: 3 clusters Score -841316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -841329.000000 Penalty: 4177.095215
	Iteration 34Q: 3 clusters Score -841329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -841342.437500 Penalty: 4177.095215
	Iteration 35Q: 3 clusters Score -841342.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -841358.312500 Penalty: 4177.095215
	Iteration 36Q: 3 clusters Score -841358.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -841371.625000 Penalty: 4177.095215
	Iteration 37Q: 3 clusters Score -841371.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -841380.312500 Penalty: 4177.095215
	Iteration 38Q: 3 clusters Score -841380.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -841386.062500 Penalty: 4177.095215
	Iteration 39Q: 3 clusters Score -841386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -841391.750000 Penalty: 4177.095215
	Iteration 40F: 3 clusters Score -841391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -841395.812500 Penalty: 4177.095215
	Iteration 41Q: 3 clusters Score -841395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -841401.125000 Penalty: 4177.095215
	Iteration 42Q: 3 clusters Score -841401.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -841408.062500 Penalty: 4177.095215
	Iteration 43Q: 3 clusters Score -841408.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -841412.812500 Penalty: 4177.095215
	Iteration 44Q: 3 clusters Score -841412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -841416.937500 Penalty: 4177.095215
	Iteration 45Q: 3 clusters Score -841416.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -841417.250000 Penalty: 4177.095215
	Iteration 46Q: 3 clusters Score -841417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -841419.375000 Penalty: 4177.095215
	Iteration 47Q: 3 clusters Score -841419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -841419.375000 Penalty: 4177.095215
	Iteration 48F: 3 clusters Score -841419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Entering Unmasked Estep 
Score: -9349000.000000 Penalty: 2681.388184
	Iteration 0F: 2 clusters Score -9349000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9318319.000000 Penalty: 5362.776367
	Iteration 0F: 3 clusters Score -9318319 nChanged 23023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -9331233.000000 Penalty: 5362.776367
	Iteration 1F: 3 clusters Score -9331233 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -9331985.000000 Penalty: 5362.776367
	Iteration 2Q: 3 clusters Score -9331985 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -9332820.000000 Penalty: 5362.776367
	Iteration 3Q: 3 clusters Score -9332820 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -9333967.000000 Penalty: 5362.776367
	Iteration 4Q: 3 clusters Score -9333967 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -9335388.000000 Penalty: 5362.776367
	Iteration 5F: 3 clusters Score -9335388 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -9337301.000000 Penalty: 5362.776367
	Iteration 6F: 3 clusters Score -9337301 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -9339458.000000 Penalty: 5362.776367
	Iteration 7F: 3 clusters Score -9339458 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9341555.000000 Penalty: 5362.776367
	Iteration 8F: 3 clusters Score -9341555 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -9343346.000000 Penalty: 5362.776367
	Iteration 9Q: 3 clusters Score -9343346 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9344549.000000 Penalty: 5362.776367
	Iteration 10Q: 3 clusters Score -9344549 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -9345280.000000 Penalty: 5362.776367
	Iteration 11Q: 3 clusters Score -9345280 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -9345697.000000 Penalty: 5362.776367
	Iteration 12Q: 3 clusters Score -9345697 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9346007.000000 Penalty: 5362.776367
	Iteration 13Q: 3 clusters Score -9346007 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9346200.000000 Penalty: 5362.776367
	Iteration 14Q: 3 clusters Score -9346200 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9346311.000000 Penalty: 5362.776367
	Iteration 15Q: 3 clusters Score -9346311 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9346444.000000 Penalty: 5362.776367
	Iteration 16Q: 3 clusters Score -9346444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9346540.000000 Penalty: 5362.776367
	Iteration 17Q: 3 clusters Score -9346540 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9346618.000000 Penalty: 5362.776367
	Iteration 18Q: 3 clusters Score -9346618 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9346673.000000 Penalty: 5362.776367
	Iteration 19Q: 3 clusters Score -9346673 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9346724.000000 Penalty: 5362.776367
	Iteration 20F: 3 clusters Score -9346724 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9346727.000000 Penalty: 5362.776367
	Iteration 21Q: 3 clusters Score -9346727 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48972 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9346759.000000 Penalty: 5362.776367
	Iteration 22Q: 3 clusters Score -9346759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9346779.000000 Penalty: 5362.776367
	Iteration 23Q: 3 clusters Score -9346779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9346799.000000 Penalty: 5362.776367
	Iteration 24Q: 3 clusters Score -9346799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9346805.000000 Penalty: 5362.776367
	Iteration 25Q: 3 clusters Score -9346805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49079 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9346820.000000 Penalty: 5362.776367
	Iteration 26Q: 3 clusters Score -9346820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9346824.000000 Penalty: 5362.776367
	Iteration 27Q: 3 clusters Score -9346824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9346821.000000 Penalty: 5362.776367
	Iteration 28Q: 3 clusters Score -9346821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9346829.000000 Penalty: 5362.776367
	Iteration 29Q: 3 clusters Score -9346829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49112 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9346835.000000 Penalty: 5362.776367
	Iteration 30Q: 3 clusters Score -9346835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9346831.000000 Penalty: 5362.776367
	Iteration 31Q: 3 clusters Score -9346831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9346825.000000 Penalty: 5362.776367
	Iteration 32Q: 3 clusters Score -9346825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9346850.000000 Penalty: 5362.776367
	Iteration 33Q: 3 clusters Score -9346850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9346840.000000 Penalty: 5362.776367
	Iteration 34Q: 3 clusters Score -9346840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9346841.000000 Penalty: 5362.776367
	Iteration 35Q: 3 clusters Score -9346841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9346851.000000 Penalty: 5362.776367
	Iteration 36Q: 3 clusters Score -9346851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9346847.000000 Penalty: 5362.776367
	Iteration 37Q: 3 clusters Score -9346847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9346844.000000 Penalty: 5362.776367
	Iteration 38Q: 3 clusters Score -9346844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9346846.000000 Penalty: 5362.776367
	Iteration 39Q: 3 clusters Score -9346846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9346845.000000 Penalty: 5362.776367
	Iteration 40F: 3 clusters Score -9346845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9346859.000000 Penalty: 5362.776367
	Iteration 41Q: 3 clusters Score -9346859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9346862.000000 Penalty: 5362.776367
	Iteration 42Q: 3 clusters Score -9346862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9346864.000000 Penalty: 5362.776367
	Iteration 43Q: 3 clusters Score -9346864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9346865.000000 Penalty: 5362.776367
	Iteration 44Q: 3 clusters Score -9346865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9346871.000000 Penalty: 5362.776367
	Iteration 45Q: 3 clusters Score -9346871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9346874.000000 Penalty: 5362.776367
	Iteration 46Q: 3 clusters Score -9346874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9346872.000000 Penalty: 5362.776367
	Iteration 47Q: 3 clusters Score -9346872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9346874.000000 Penalty: 5362.776367
	Iteration 48Q: 3 clusters Score -9346874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9346858.000000 Penalty: 5362.776367
	Iteration 49Q: 3 clusters Score -9346858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9346860.000000 Penalty: 5362.776367
	Iteration 50Q: 3 clusters Score -9346860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9346861.000000 Penalty: 5362.776367
	Iteration 51Q: 3 clusters Score -9346861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9346861.000000 Penalty: 5362.776367
	Iteration 52F: 3 clusters Score -9346861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -1070820.000000 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -1070820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1065843.875000 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -1065844 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1067088.750000 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -1067089 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1067338.750000 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -1067339 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1067502.500000 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -1067502 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1067652.000000 Penalty: 4296.773926
	Iteration 4Q: 3 clusters Score -1067652 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1067771.250000 Penalty: 4296.773926
	Iteration 5Q: 3 clusters Score -1067771 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1067876.000000 Penalty: 4296.773926
	Iteration 6Q: 3 clusters Score -1067876 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1067955.000000 Penalty: 4296.773926
	Iteration 7Q: 3 clusters Score -1067955 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1068006.875000 Penalty: 4296.773926
	Iteration 8Q: 3 clusters Score -1068007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1068048.125000 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -1068048 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1068081.375000 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -1068081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1068113.875000 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -1068114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1068151.625000 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -1068152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1068182.750000 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -1068183 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1068215.625000 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -1068216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1068247.500000 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -1068248 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1068274.875000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -1068275 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1068297.000000 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -1068297 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1068316.625000 Penalty: 4296.773926
	Iteration 18Q: 3 clusters Score -1068317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1068336.250000 Penalty: 4296.773926
	Iteration 19Q: 3 clusters Score -1068336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1068354.500000 Penalty: 4296.773926
	Iteration 20F: 3 clusters Score -1068354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1068371.375000 Penalty: 4296.773926
	Iteration 21Q: 3 clusters Score -1068371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1068387.625000 Penalty: 4296.773926
	Iteration 22Q: 3 clusters Score -1068388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1068407.375000 Penalty: 4296.773926
	Iteration 23Q: 3 clusters Score -1068407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1068424.500000 Penalty: 4296.773926
	Iteration 24Q: 3 clusters Score -1068424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1068440.875000 Penalty: 4296.773926
	Iteration 25Q: 3 clusters Score -1068441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1068464.000000 Penalty: 4296.773926
	Iteration 26Q: 3 clusters Score -1068464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1068483.125000 Penalty: 4296.773926
	Iteration 27Q: 3 clusters Score -1068483 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1068507.000000 Penalty: 4296.773926
	Iteration 28Q: 3 clusters Score -1068507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1068526.250000 Penalty: 4296.773926
	Iteration 29Q: 3 clusters Score -1068526 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1068554.500000 Penalty: 4296.773926
	Iteration 30Q: 3 clusters Score -1068554 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1068567.750000 Penalty: 4296.773926
	Iteration 31Q: 3 clusters Score -1068568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1068583.875000 Penalty: 4296.773926
	Iteration 32Q: 3 clusters Score -1068584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1068602.875000 Penalty: 4296.773926
	Iteration 33Q: 3 clusters Score -1068603 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1068622.875000 Penalty: 4296.773926
	Iteration 34Q: 3 clusters Score -1068623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1068638.250000 Penalty: 4296.773926
	Iteration 35Q: 3 clusters Score -1068638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1068647.500000 Penalty: 4296.773926
	Iteration 36Q: 3 clusters Score -1068648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1068658.125000 Penalty: 4296.773926
	Iteration 37Q: 3 clusters Score -1068658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1068661.250000 Penalty: 4296.773926
	Iteration 38Q: 3 clusters Score -1068661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1068662.750000 Penalty: 4296.773926
	Iteration 39Q: 3 clusters Score -1068663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1068665.625000 Penalty: 4296.773926
	Iteration 40F: 3 clusters Score -1068666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1068668.625000 Penalty: 4296.773926
	Iteration 41Q: 3 clusters Score -1068669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1068672.250000 Penalty: 4296.773926
	Iteration 42Q: 3 clusters Score -1068672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1068674.500000 Penalty: 4296.773926
	Iteration 43Q: 3 clusters Score -1068674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1068679.000000 Penalty: 4296.773926
	Iteration 44Q: 3 clusters Score -1068679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1068681.125000 Penalty: 4296.773926
	Iteration 45Q: 3 clusters Score -1068681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1068685.875000 Penalty: 4296.773926
	Iteration 46Q: 3 clusters Score -1068686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1068688.000000 Penalty: 4296.773926
	Iteration 47Q: 3 clusters Score -1068688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1068688.875000 Penalty: 4296.773926
	Iteration 48Q: 3 clusters Score -1068689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1068693.500000 Penalty: 4296.773926
	Iteration 49Q: 3 clusters Score -1068694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1068694.750000 Penalty: 4296.773926
	Iteration 50Q: 3 clusters Score -1068695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1068694.625000 Penalty: 4296.773926
	Iteration 51Q: 3 clusters Score -1068695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1068696.000000 Penalty: 4296.773926
	Iteration 52Q: 3 clusters Score -1068696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1068696.000000 Penalty: 4296.773926
	Iteration 53F: 3 clusters Score -1068696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Entering Unmasked Estep 
Score: -9598324.000000 Penalty: 2690.192383
	Iteration 0F: 2 clusters Score -9598324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -9566565.000000 Penalty: 5380.384766
	Iteration 0F: 3 clusters Score -9566565 nChanged 23845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9579831.000000 Penalty: 5380.384766
	Iteration 1F: 3 clusters Score -9579831 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -9580315.000000 Penalty: 5380.384766
	Iteration 2Q: 3 clusters Score -9580315 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -9580870.000000 Penalty: 5380.384766
	Iteration 3Q: 3 clusters Score -9580870 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -9581604.000000 Penalty: 5380.384766
	Iteration 4Q: 3 clusters Score -9581604 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -9582442.000000 Penalty: 5380.384766
	Iteration 5Q: 3 clusters Score -9582442 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -9583539.000000 Penalty: 5380.384766
	Iteration 6Q: 3 clusters Score -9583539 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -9585162.000000 Penalty: 5380.384766
	Iteration 7Q: 3 clusters Score -9585162 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -9587192.000000 Penalty: 5380.384766
	Iteration 8Q: 3 clusters Score -9587192 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -9589376.000000 Penalty: 5380.384766
	Iteration 9F: 3 clusters Score -9589376 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -9591332.000000 Penalty: 5380.384766
	Iteration 10F: 3 clusters Score -9591332 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -9592742.000000 Penalty: 5380.384766
	Iteration 11Q: 3 clusters Score -9592742 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -9593859.000000 Penalty: 5380.384766
	Iteration 12Q: 3 clusters Score -9593859 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -9594720.000000 Penalty: 5380.384766
	Iteration 13Q: 3 clusters Score -9594720 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -9595224.000000 Penalty: 5380.384766
	Iteration 14Q: 3 clusters Score -9595224 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9595517.000000 Penalty: 5380.384766
	Iteration 15Q: 3 clusters Score -9595517 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -9595709.000000 Penalty: 5380.384766
	Iteration 16Q: 3 clusters Score -9595709 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9595825.000000 Penalty: 5380.384766
	Iteration 17Q: 3 clusters Score -9595825 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -9595931.000000 Penalty: 5380.384766
	Iteration 18Q: 3 clusters Score -9595931 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -9596009.000000 Penalty: 5380.384766
	Iteration 19Q: 3 clusters Score -9596009 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -9596098.000000 Penalty: 5380.384766
	Iteration 20F: 3 clusters Score -9596098 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -9596168.000000 Penalty: 5380.384766
	Iteration 21Q: 3 clusters Score -9596168 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -9596238.000000 Penalty: 5380.384766
	Iteration 22Q: 3 clusters Score -9596238 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -9596279.000000 Penalty: 5380.384766
	Iteration 23Q: 3 clusters Score -9596279 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -9596343.000000 Penalty: 5380.384766
	Iteration 24Q: 3 clusters Score -9596343 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -9596417.000000 Penalty: 5380.384766
	Iteration 25Q: 3 clusters Score -9596417 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -9596485.000000 Penalty: 5380.384766
	Iteration 26Q: 3 clusters Score -9596485 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -9596568.000000 Penalty: 5380.384766
	Iteration 27Q: 3 clusters Score -9596568 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -9596696.000000 Penalty: 5380.384766
	Iteration 28Q: 3 clusters Score -9596696 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -9596814.000000 Penalty: 5380.384766
	Iteration 29Q: 3 clusters Score -9596814 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -9596832.000000 Penalty: 5380.384766
	Iteration 30Q: 3 clusters Score -9596832 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -9596949.000000 Penalty: 5380.384766
	Iteration 31Q: 3 clusters Score -9596949 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -9597057.000000 Penalty: 5380.384766
	Iteration 32Q: 3 clusters Score -9597057 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -9597110.000000 Penalty: 5380.384766
	Iteration 33Q: 3 clusters Score -9597110 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -9597159.000000 Penalty: 5380.384766
	Iteration 34Q: 3 clusters Score -9597159 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -9597209.000000 Penalty: 5380.384766
	Iteration 35Q: 3 clusters Score -9597209 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -9597270.000000 Penalty: 5380.384766
	Iteration 36Q: 3 clusters Score -9597270 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -9597329.000000 Penalty: 5380.384766
	Iteration 37Q: 3 clusters Score -9597329 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -9597390.000000 Penalty: 5380.384766
	Iteration 38Q: 3 clusters Score -9597390 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -9597397.000000 Penalty: 5380.384766
	Iteration 39Q: 3 clusters Score -9597397 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -9597438.000000 Penalty: 5380.384766
	Iteration 40F: 3 clusters Score -9597438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -9597461.000000 Penalty: 5380.384766
	Iteration 41Q: 3 clusters Score -9597461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -9597466.000000 Penalty: 5380.384766
	Iteration 42Q: 3 clusters Score -9597466 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -9597445.000000 Penalty: 5380.384766
	Iteration 43Q: 3 clusters Score -9597445 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -9597419.000000 Penalty: 5380.384766
	Iteration 44Q: 3 clusters Score -9597419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -9597461.000000 Penalty: 5380.384766
	Iteration 45Q: 3 clusters Score -9597461 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -9597488.000000 Penalty: 5380.384766
	Iteration 46Q: 3 clusters Score -9597488 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -9597521.000000 Penalty: 5380.384766
	Iteration 47Q: 3 clusters Score -9597521 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -9597512.000000 Penalty: 5380.384766
	Iteration 48Q: 3 clusters Score -9597512 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32380 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -9597525.000000 Penalty: 5380.384766
	Iteration 49Q: 3 clusters Score -9597525 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -9597544.000000 Penalty: 5380.384766
	Iteration 50Q: 3 clusters Score -9597544 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -9597543.000000 Penalty: 5380.384766
	Iteration 51Q: 3 clusters Score -9597543 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -9597524.000000 Penalty: 5380.384766
	Iteration 52Q: 3 clusters Score -9597524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -9597547.000000 Penalty: 5380.384766
	Iteration 53Q: 3 clusters Score -9597547 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -9597561.000000 Penalty: 5380.384766
	Iteration 54Q: 3 clusters Score -9597561 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -9597606.000000 Penalty: 5380.384766
	Iteration 55Q: 3 clusters Score -9597606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -9597587.000000 Penalty: 5380.384766
	Iteration 56Q: 3 clusters Score -9597587 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -9597618.000000 Penalty: 5380.384766
	Iteration 57Q: 3 clusters Score -9597618 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -9597645.000000 Penalty: 5380.384766
	Iteration 58Q: 3 clusters Score -9597645 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -9597632.000000 Penalty: 5380.384766
	Iteration 59Q: 3 clusters Score -9597632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -9597655.000000 Penalty: 5380.384766
	Iteration 60F: 3 clusters Score -9597655 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -9597663.000000 Penalty: 5380.384766
	Iteration 61Q: 3 clusters Score -9597663 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -9597687.000000 Penalty: 5380.384766
	Iteration 62Q: 3 clusters Score -9597687 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -9597691.000000 Penalty: 5380.384766
	Iteration 63Q: 3 clusters Score -9597691 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -9597673.000000 Penalty: 5380.384766
	Iteration 64Q: 3 clusters Score -9597673 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -9597685.000000 Penalty: 5380.384766
	Iteration 65Q: 3 clusters Score -9597685 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29614 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -9597697.000000 Penalty: 5380.384766
	Iteration 66Q: 3 clusters Score -9597697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -9597698.000000 Penalty: 5380.384766
	Iteration 67Q: 3 clusters Score -9597698 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -9597695.000000 Penalty: 5380.384766
	Iteration 68Q: 3 clusters Score -9597695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9597710.000000 Penalty: 5380.384766
	Iteration 69Q: 3 clusters Score -9597710 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9597724.000000 Penalty: 5380.384766
	Iteration 70Q: 3 clusters Score -9597724 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -9597731.000000 Penalty: 5380.384766
	Iteration 71Q: 3 clusters Score -9597731 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -9597781.000000 Penalty: 5380.384766
	Iteration 72Q: 3 clusters Score -9597781 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -9597787.000000 Penalty: 5380.384766
	Iteration 73Q: 3 clusters Score -9597787 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -9597760.000000 Penalty: 5380.384766
	Iteration 74Q: 3 clusters Score -9597760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -9597784.000000 Penalty: 5380.384766
	Iteration 75Q: 3 clusters Score -9597784 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -9597775.000000 Penalty: 5380.384766
	Iteration 76Q: 3 clusters Score -9597775 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9597785.000000 Penalty: 5380.384766
	Iteration 77Q: 3 clusters Score -9597785 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -9597815.000000 Penalty: 5380.384766
	Iteration 78Q: 3 clusters Score -9597815 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -9597842.000000 Penalty: 5380.384766
	Iteration 79Q: 3 clusters Score -9597842 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -9597842.000000 Penalty: 5380.384766
	Iteration 80F: 3 clusters Score -9597842 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -9597873.000000 Penalty: 5380.384766
	Iteration 81Q: 3 clusters Score -9597873 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -9597870.000000 Penalty: 5380.384766
	Iteration 82Q: 3 clusters Score -9597870 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9597917.000000 Penalty: 5380.384766
	Iteration 83Q: 3 clusters Score -9597917 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -9597902.000000 Penalty: 5380.384766
	Iteration 84Q: 3 clusters Score -9597902 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -9597931.000000 Penalty: 5380.384766
	Iteration 85Q: 3 clusters Score -9597931 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -9597960.000000 Penalty: 5380.384766
	Iteration 86Q: 3 clusters Score -9597960 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -9597962.000000 Penalty: 5380.384766
	Iteration 87Q: 3 clusters Score -9597962 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -9597964.000000 Penalty: 5380.384766
	Iteration 88Q: 3 clusters Score -9597964 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -9597992.000000 Penalty: 5380.384766
	Iteration 89Q: 3 clusters Score -9597992 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -9597967.000000 Penalty: 5380.384766
	Iteration 90Q: 3 clusters Score -9597967 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -9597986.000000 Penalty: 5380.384766
	Iteration 91Q: 3 clusters Score -9597986 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -9598003.000000 Penalty: 5380.384766
	Iteration 92Q: 3 clusters Score -9598003 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -9598018.000000 Penalty: 5380.384766
	Iteration 93Q: 3 clusters Score -9598018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -9598024.000000 Penalty: 5380.384766
	Iteration 94Q: 3 clusters Score -9598024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -9598036.000000 Penalty: 5380.384766
	Iteration 95Q: 3 clusters Score -9598036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -9598033.000000 Penalty: 5380.384766
	Iteration 96Q: 3 clusters Score -9598033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -9598038.000000 Penalty: 5380.384766
	Iteration 97Q: 3 clusters Score -9598038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9598038.000000 Penalty: 5380.384766
	Iteration 98Q: 3 clusters Score -9598038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -9598038.000000 Penalty: 5380.384766
	Iteration 99Q: 3 clusters Score -9598038 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -9598083.000000 Penalty: 5380.384766
	Iteration 100F: 3 clusters Score -9598083 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -9598116.000000 Penalty: 5380.384766
	Iteration 101Q: 3 clusters Score -9598116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -9598150.000000 Penalty: 5380.384766
	Iteration 102Q: 3 clusters Score -9598150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -9598162.000000 Penalty: 5380.384766
	Iteration 103Q: 3 clusters Score -9598162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -9598180.000000 Penalty: 5380.384766
	Iteration 104Q: 3 clusters Score -9598180 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -9598176.000000 Penalty: 5380.384766
	Iteration 105Q: 3 clusters Score -9598176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -9598210.000000 Penalty: 5380.384766
	Iteration 106Q: 3 clusters Score -9598210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -9598203.000000 Penalty: 5380.384766
	Iteration 107Q: 3 clusters Score -9598203 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -9598220.000000 Penalty: 5380.384766
	Iteration 108Q: 3 clusters Score -9598220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -9598224.000000 Penalty: 5380.384766
	Iteration 109Q: 3 clusters Score -9598224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -9598207.000000 Penalty: 5380.384766
	Iteration 110Q: 3 clusters Score -9598207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -9598215.000000 Penalty: 5380.384766
	Iteration 111Q: 3 clusters Score -9598215 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9598231.000000 Penalty: 5380.384766
	Iteration 112Q: 3 clusters Score -9598231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -9598219.000000 Penalty: 5380.384766
	Iteration 113Q: 3 clusters Score -9598219 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -9598193.000000 Penalty: 5380.384766
	Iteration 114Q: 3 clusters Score -9598193 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -9598231.000000 Penalty: 5380.384766
	Iteration 115Q: 3 clusters Score -9598231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -9598255.000000 Penalty: 5380.384766
	Iteration 116Q: 3 clusters Score -9598255 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -9598287.000000 Penalty: 5380.384766
	Iteration 117Q: 3 clusters Score -9598287 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -9598305.000000 Penalty: 5380.384766
	Iteration 118Q: 3 clusters Score -9598305 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -9598319.000000 Penalty: 5380.384766
	Iteration 119Q: 3 clusters Score -9598319 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -9598333.000000 Penalty: 5380.384766
	Iteration 120F: 3 clusters Score -9598333 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -9598354.000000 Penalty: 5380.384766
	Iteration 121Q: 3 clusters Score -9598354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -9598339.000000 Penalty: 5380.384766
	Iteration 122Q: 3 clusters Score -9598339 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -9598353.000000 Penalty: 5380.384766
	Iteration 123Q: 3 clusters Score -9598353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -9598327.000000 Penalty: 5380.384766
	Iteration 124Q: 3 clusters Score -9598327 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -9598307.000000 Penalty: 5380.384766
	Iteration 125Q: 3 clusters Score -9598307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -9598337.000000 Penalty: 5380.384766
	Iteration 126Q: 3 clusters Score -9598337 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -9598337.000000 Penalty: 5380.384766
	Iteration 127Q: 3 clusters Score -9598337 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -9598346.000000 Penalty: 5380.384766
	Iteration 128Q: 3 clusters Score -9598346 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -9598349.000000 Penalty: 5380.384766
	Iteration 129Q: 3 clusters Score -9598349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 31127 members 
Entering Unmasked Estep 
Score: -9598364.000000 Penalty: 5380.384766
	Iteration 130Q: 3 clusters Score -9598364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -9598395.000000 Penalty: 5380.384766
	Iteration 131Q: 3 clusters Score -9598395 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -9598395.000000 Penalty: 5380.384766
	Iteration 132Q: 3 clusters Score -9598395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -9598415.000000 Penalty: 5380.384766
	Iteration 133Q: 3 clusters Score -9598415 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -9598401.000000 Penalty: 5380.384766
	Iteration 134Q: 3 clusters Score -9598401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -9598414.000000 Penalty: 5380.384766
	Iteration 135Q: 3 clusters Score -9598414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -9598411.000000 Penalty: 5380.384766
	Iteration 136Q: 3 clusters Score -9598411 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -9598395.000000 Penalty: 5380.384766
	Iteration 137Q: 3 clusters Score -9598395 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 31653 members 
Entering Unmasked Estep 
Score: -9598411.000000 Penalty: 5380.384766
	Iteration 138Q: 3 clusters Score -9598411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -9598412.000000 Penalty: 5380.384766
	Iteration 139Q: 3 clusters Score -9598412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -9598414.000000 Penalty: 5380.384766
	Iteration 140F: 3 clusters Score -9598414 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -9598409.000000 Penalty: 5380.384766
	Iteration 141Q: 3 clusters Score -9598409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -9598399.000000 Penalty: 5380.384766
	Iteration 142Q: 3 clusters Score -9598399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -9598402.000000 Penalty: 5380.384766
	Iteration 143Q: 3 clusters Score -9598402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9598409.000000 Penalty: 5380.384766
	Iteration 144Q: 3 clusters Score -9598409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -9598401.000000 Penalty: 5380.384766
	Iteration 145Q: 3 clusters Score -9598401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -9598414.000000 Penalty: 5380.384766
	Iteration 146Q: 3 clusters Score -9598414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -9598403.000000 Penalty: 5380.384766
	Iteration 147Q: 3 clusters Score -9598403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -9598394.000000 Penalty: 5380.384766
	Iteration 148Q: 3 clusters Score -9598394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -9598405.000000 Penalty: 5380.384766
	Iteration 149Q: 3 clusters Score -9598405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -9598427.000000 Penalty: 5380.384766
	Iteration 150Q: 3 clusters Score -9598427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -9598431.000000 Penalty: 5380.384766
	Iteration 151Q: 3 clusters Score -9598431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -9598425.000000 Penalty: 5380.384766
	Iteration 152Q: 3 clusters Score -9598425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -9598424.000000 Penalty: 5380.384766
	Iteration 153Q: 3 clusters Score -9598424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -9598429.000000 Penalty: 5380.384766
	Iteration 154Q: 3 clusters Score -9598429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -9598426.000000 Penalty: 5380.384766
	Iteration 155Q: 3 clusters Score -9598426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -9598431.000000 Penalty: 5380.384766
	Iteration 156Q: 3 clusters Score -9598431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -9598439.000000 Penalty: 5380.384766
	Iteration 157Q: 3 clusters Score -9598439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -9598433.000000 Penalty: 5380.384766
	Iteration 158Q: 3 clusters Score -9598433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -9598438.000000 Penalty: 5380.384766
	Iteration 159Q: 3 clusters Score -9598438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -9598444.000000 Penalty: 5380.384766
	Iteration 160F: 3 clusters Score -9598444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -9598435.000000 Penalty: 5380.384766
	Iteration 161Q: 3 clusters Score -9598435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -9598430.000000 Penalty: 5380.384766
	Iteration 162Q: 3 clusters Score -9598430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -9598440.000000 Penalty: 5380.384766
	Iteration 163Q: 3 clusters Score -9598440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -9598442.000000 Penalty: 5380.384766
	Iteration 164Q: 3 clusters Score -9598442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -9598441.000000 Penalty: 5380.384766
	Iteration 165Q: 3 clusters Score -9598441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -9598440.000000 Penalty: 5380.384766
	Iteration 166Q: 3 clusters Score -9598440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -9598449.000000 Penalty: 5380.384766
	Iteration 167Q: 3 clusters Score -9598449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -9598440.000000 Penalty: 5380.384766
	Iteration 168Q: 3 clusters Score -9598440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -9598442.000000 Penalty: 5380.384766
	Iteration 169Q: 3 clusters Score -9598442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -9598456.000000 Penalty: 5380.384766
	Iteration 170Q: 3 clusters Score -9598456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -9598436.000000 Penalty: 5380.384766
	Iteration 171Q: 3 clusters Score -9598436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -9598439.000000 Penalty: 5380.384766
	Iteration 172Q: 3 clusters Score -9598439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -9598437.000000 Penalty: 5380.384766
	Iteration 173Q: 3 clusters Score -9598437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 32187 members 
Entering Unmasked Estep 
Score: -9598440.000000 Penalty: 5380.384766
	Iteration 174Q: 3 clusters Score -9598440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -9598435.000000 Penalty: 5380.384766
	Iteration 175Q: 3 clusters Score -9598435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -9598431.000000 Penalty: 5380.384766
	Iteration 176Q: 3 clusters Score -9598431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -9598443.000000 Penalty: 5380.384766
	Iteration 177Q: 3 clusters Score -9598443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -9598445.000000 Penalty: 5380.384766
	Iteration 178Q: 3 clusters Score -9598445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -9598449.000000 Penalty: 5380.384766
	Iteration 179Q: 3 clusters Score -9598449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -9598454.000000 Penalty: 5380.384766
	Iteration 180F: 3 clusters Score -9598454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -9598458.000000 Penalty: 5380.384766
	Iteration 181Q: 3 clusters Score -9598458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -9598480.000000 Penalty: 5380.384766
	Iteration 182Q: 3 clusters Score -9598480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -9598470.000000 Penalty: 5380.384766
	Iteration 183Q: 3 clusters Score -9598470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -9598479.000000 Penalty: 5380.384766
	Iteration 184Q: 3 clusters Score -9598479 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -9598490.000000 Penalty: 5380.384766
	Iteration 185Q: 3 clusters Score -9598490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -9598474.000000 Penalty: 5380.384766
	Iteration 186Q: 3 clusters Score -9598474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -9598480.000000 Penalty: 5380.384766
	Iteration 187Q: 3 clusters Score -9598480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -9598496.000000 Penalty: 5380.384766
	Iteration 188Q: 3 clusters Score -9598496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -9598502.000000 Penalty: 5380.384766
	Iteration 189Q: 3 clusters Score -9598502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -9598486.000000 Penalty: 5380.384766
	Iteration 190Q: 3 clusters Score -9598486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -9598500.000000 Penalty: 5380.384766
	Iteration 191Q: 3 clusters Score -9598500 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 32593 members 
Entering Unmasked Estep 
Score: -9598509.000000 Penalty: 5380.384766
	Iteration 192Q: 3 clusters Score -9598509 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -9598503.000000 Penalty: 5380.384766
	Iteration 193Q: 3 clusters Score -9598503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -9598506.000000 Penalty: 5380.384766
	Iteration 194Q: 3 clusters Score -9598506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -9598508.000000 Penalty: 5380.384766
	Iteration 195Q: 3 clusters Score -9598508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -9598509.000000 Penalty: 5380.384766
	Iteration 196Q: 3 clusters Score -9598509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -9598507.000000 Penalty: 5380.384766
	Iteration 197Q: 3 clusters Score -9598507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -9598494.000000 Penalty: 5380.384766
	Iteration 198Q: 3 clusters Score -9598494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -9598495.000000 Penalty: 5380.384766
	Iteration 199Q: 3 clusters Score -9598495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -9598496.000000 Penalty: 5380.384766
	Iteration 200F: 3 clusters Score -9598496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9598502.000000 Penalty: 5380.384766
	Iteration 201Q: 3 clusters Score -9598502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -9598514.000000 Penalty: 5380.384766
	Iteration 202Q: 3 clusters Score -9598514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -9598527.000000 Penalty: 5380.384766
	Iteration 203Q: 3 clusters Score -9598527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -9598520.000000 Penalty: 5380.384766
	Iteration 204Q: 3 clusters Score -9598520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -9598513.000000 Penalty: 5380.384766
	Iteration 205Q: 3 clusters Score -9598513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -9598516.000000 Penalty: 5380.384766
	Iteration 206Q: 3 clusters Score -9598516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -9598511.000000 Penalty: 5380.384766
	Iteration 207Q: 3 clusters Score -9598511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -9598516.000000 Penalty: 5380.384766
	Iteration 208Q: 3 clusters Score -9598516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -9598515.000000 Penalty: 5380.384766
	Iteration 209Q: 3 clusters Score -9598515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -9598519.000000 Penalty: 5380.384766
	Iteration 210Q: 3 clusters Score -9598519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -9598525.000000 Penalty: 5380.384766
	Iteration 211Q: 3 clusters Score -9598525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -9598530.000000 Penalty: 5380.384766
	Iteration 212Q: 3 clusters Score -9598530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -9598520.000000 Penalty: 5380.384766
	Iteration 213Q: 3 clusters Score -9598520 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -9598524.000000 Penalty: 5380.384766
	Iteration 214Q: 3 clusters Score -9598524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -9598513.000000 Penalty: 5380.384766
	Iteration 215Q: 3 clusters Score -9598513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -9598523.000000 Penalty: 5380.384766
	Iteration 216Q: 3 clusters Score -9598523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -9598515.000000 Penalty: 5380.384766
	Iteration 217Q: 3 clusters Score -9598515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -9598517.000000 Penalty: 5380.384766
	Iteration 218Q: 3 clusters Score -9598517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -9598515.000000 Penalty: 5380.384766
	Iteration 219Q: 3 clusters Score -9598515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -9598511.000000 Penalty: 5380.384766
	Iteration 220F: 3 clusters Score -9598511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -9598505.000000 Penalty: 5380.384766
	Iteration 221Q: 3 clusters Score -9598505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -9598509.000000 Penalty: 5380.384766
	Iteration 222Q: 3 clusters Score -9598509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -9598501.000000 Penalty: 5380.384766
	Iteration 223Q: 3 clusters Score -9598501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9598498.000000 Penalty: 5380.384766
	Iteration 224Q: 3 clusters Score -9598498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -9598502.000000 Penalty: 5380.384766
	Iteration 225Q: 3 clusters Score -9598502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -9598504.000000 Penalty: 5380.384766
	Iteration 226Q: 3 clusters Score -9598504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -9598507.000000 Penalty: 5380.384766
	Iteration 227Q: 3 clusters Score -9598507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -9598504.000000 Penalty: 5380.384766
	Iteration 228Q: 3 clusters Score -9598504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -9598504.000000 Penalty: 5380.384766
	Iteration 229F: 3 clusters Score -9598504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 18282 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 38495 members 
Mstep: Class 32 contains 33126 members 
Entering Unmasked Estep 
Score: -137137216.000000 Penalty: 107320.632812
Splitting cluster 28 changes total score from -137137440.000000 to -137137216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117586.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117586.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -115930.132812 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115930.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -116236.359375 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116236.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116389.734375 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116389.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -116480.093750 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -116480.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -116547.398438 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -116547.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -116681.867188 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -116681.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116900.945312 Penalty: 3234.228271
	Iteration 6F: 3 clusters Score -116900.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117060.335938 Penalty: 3234.228271
	Iteration 7F: 3 clusters Score -117060.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -117182.656250 Penalty: 3234.228271
	Iteration 8F: 3 clusters Score -117182.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -117271.718750 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -117271.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117402.187500 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -117402.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117545.093750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -117545.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117615.390625 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -117615.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -117682.531250 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -117682.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117710.460938 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -117710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -117729.398438 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -117729.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117738.101562 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -117738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -117758.601562 Penalty: 3234.228271
	Iteration 17F: 3 clusters Score -117758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117794.031250 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -117794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117796.906250 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -117796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117796.906250 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -117796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 140 members 
Mstep: Class 30 contains 48241 members 
Mstep: Class 31 contains 38495 members 
Mstep: Class 32 contains 539 members 
Entering Unmasked Estep 
Score: -137135904.000000 Penalty: 107320.632812
Splitting cluster 29 changes total score from -137137440.000000 to -137135904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (48241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Entering Unmasked Estep 
Score: -9027985.000000 Penalty: 2674.423096
	Iteration 0F: 2 clusters Score -9027985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8998424.000000 Penalty: 5348.846191
	Iteration 0F: 3 clusters Score -8998424 nChanged 22179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -9010663.000000 Penalty: 5348.846191
	Iteration 1F: 3 clusters Score -9010663 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -9011239.000000 Penalty: 5348.846191
	Iteration 2Q: 3 clusters Score -9011239 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -9011844.000000 Penalty: 5348.846191
	Iteration 3Q: 3 clusters Score -9011844 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -9012589.000000 Penalty: 5348.846191
	Iteration 4Q: 3 clusters Score -9012589 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -9013784.000000 Penalty: 5348.846191
	Iteration 5Q: 3 clusters Score -9013784 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -9015452.000000 Penalty: 5348.846191
	Iteration 6Q: 3 clusters Score -9015452 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -9017794.000000 Penalty: 5348.846191
	Iteration 7F: 3 clusters Score -9017794 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -9020462.000000 Penalty: 5348.846191
	Iteration 8F: 3 clusters Score -9020462 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -9022793.000000 Penalty: 5348.846191
	Iteration 9F: 3 clusters Score -9022793 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -9024100.000000 Penalty: 5348.846191
	Iteration 10F: 3 clusters Score -9024100 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -9024758.000000 Penalty: 5348.846191
	Iteration 11Q: 3 clusters Score -9024758 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -9025224.000000 Penalty: 5348.846191
	Iteration 12Q: 3 clusters Score -9025224 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -9025603.000000 Penalty: 5348.846191
	Iteration 13Q: 3 clusters Score -9025603 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -9025953.000000 Penalty: 5348.846191
	Iteration 14Q: 3 clusters Score -9025953 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -9026350.000000 Penalty: 5348.846191
	Iteration 15Q: 3 clusters Score -9026350 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -9026815.000000 Penalty: 5348.846191
	Iteration 16Q: 3 clusters Score -9026815 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -9027277.000000 Penalty: 5348.846191
	Iteration 17Q: 3 clusters Score -9027277 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -9027632.000000 Penalty: 5348.846191
	Iteration 18Q: 3 clusters Score -9027632 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -9027854.000000 Penalty: 5348.846191
	Iteration 19Q: 3 clusters Score -9027854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -9028008.000000 Penalty: 5348.846191
	Iteration 20F: 3 clusters Score -9028008 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -9028146.000000 Penalty: 5348.846191
	Iteration 21Q: 3 clusters Score -9028146 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -9028208.000000 Penalty: 5348.846191
	Iteration 22Q: 3 clusters Score -9028208 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -9028266.000000 Penalty: 5348.846191
	Iteration 23Q: 3 clusters Score -9028266 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -9028315.000000 Penalty: 5348.846191
	Iteration 24Q: 3 clusters Score -9028315 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -9028353.000000 Penalty: 5348.846191
	Iteration 25Q: 3 clusters Score -9028353 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9028411.000000 Penalty: 5348.846191
	Iteration 26Q: 3 clusters Score -9028411 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -9028421.000000 Penalty: 5348.846191
	Iteration 27Q: 3 clusters Score -9028421 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -9028475.000000 Penalty: 5348.846191
	Iteration 28Q: 3 clusters Score -9028475 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -9028518.000000 Penalty: 5348.846191
	Iteration 29Q: 3 clusters Score -9028518 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 36577 members 
Entering Unmasked Estep 
Score: -9028507.000000 Penalty: 5348.846191
	Iteration 30Q: 3 clusters Score -9028507 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -9028570.000000 Penalty: 5348.846191
	Iteration 31Q: 3 clusters Score -9028570 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -9028561.000000 Penalty: 5348.846191
	Iteration 32Q: 3 clusters Score -9028561 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -9028582.000000 Penalty: 5348.846191
	Iteration 33Q: 3 clusters Score -9028582 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -9028592.000000 Penalty: 5348.846191
	Iteration 34Q: 3 clusters Score -9028592 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -9028616.000000 Penalty: 5348.846191
	Iteration 35Q: 3 clusters Score -9028616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -9028662.000000 Penalty: 5348.846191
	Iteration 36Q: 3 clusters Score -9028662 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -9028636.000000 Penalty: 5348.846191
	Iteration 37Q: 3 clusters Score -9028636 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -9028623.000000 Penalty: 5348.846191
	Iteration 38Q: 3 clusters Score -9028623 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9028636.000000 Penalty: 5348.846191
	Iteration 39Q: 3 clusters Score -9028636 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -9028618.000000 Penalty: 5348.846191
	Iteration 40F: 3 clusters Score -9028618 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -9028627.000000 Penalty: 5348.846191
	Iteration 41Q: 3 clusters Score -9028627 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -9028601.000000 Penalty: 5348.846191
	Iteration 42Q: 3 clusters Score -9028601 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -9028564.000000 Penalty: 5348.846191
	Iteration 43Q: 3 clusters Score -9028564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -9028491.000000 Penalty: 5348.846191
	Iteration 44Q: 3 clusters Score -9028491 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -9028477.000000 Penalty: 5348.846191
	Iteration 45Q: 3 clusters Score -9028477 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -9028410.000000 Penalty: 5348.846191
	Iteration 46Q: 3 clusters Score -9028410 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -9028351.000000 Penalty: 5348.846191
	Iteration 47Q: 3 clusters Score -9028351 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -9028309.000000 Penalty: 5348.846191
	Iteration 48Q: 3 clusters Score -9028309 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -9028264.000000 Penalty: 5348.846191
	Iteration 49Q: 3 clusters Score -9028264 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -9028187.000000 Penalty: 5348.846191
	Iteration 50Q: 3 clusters Score -9028187 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -9028117.000000 Penalty: 5348.846191
	Iteration 51Q: 3 clusters Score -9028117 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -9028042.000000 Penalty: 5348.846191
	Iteration 52Q: 3 clusters Score -9028042 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -9027982.000000 Penalty: 5348.846191
	Iteration 53Q: 3 clusters Score -9027982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -9027956.000000 Penalty: 5348.846191
	Iteration 54Q: 3 clusters Score -9027956 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -9027879.000000 Penalty: 5348.846191
	Iteration 55Q: 3 clusters Score -9027879 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9027796.000000 Penalty: 5348.846191
	Iteration 56Q: 3 clusters Score -9027796 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -9027725.000000 Penalty: 5348.846191
	Iteration 57Q: 3 clusters Score -9027725 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -9027672.000000 Penalty: 5348.846191
	Iteration 58Q: 3 clusters Score -9027672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -9027613.000000 Penalty: 5348.846191
	Iteration 59Q: 3 clusters Score -9027613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -9027550.000000 Penalty: 5348.846191
	Iteration 60F: 3 clusters Score -9027550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9027519.000000 Penalty: 5348.846191
	Iteration 61Q: 3 clusters Score -9027519 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -9027499.000000 Penalty: 5348.846191
	Iteration 62Q: 3 clusters Score -9027499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -9027458.000000 Penalty: 5348.846191
	Iteration 63Q: 3 clusters Score -9027458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -9027450.000000 Penalty: 5348.846191
	Iteration 64Q: 3 clusters Score -9027450 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -9027433.000000 Penalty: 5348.846191
	Iteration 65Q: 3 clusters Score -9027433 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -9027414.000000 Penalty: 5348.846191
	Iteration 66Q: 3 clusters Score -9027414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -9027394.000000 Penalty: 5348.846191
	Iteration 67Q: 3 clusters Score -9027394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -9027377.000000 Penalty: 5348.846191
	Iteration 68Q: 3 clusters Score -9027377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -9027355.000000 Penalty: 5348.846191
	Iteration 69Q: 3 clusters Score -9027355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -9027348.000000 Penalty: 5348.846191
	Iteration 70Q: 3 clusters Score -9027348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -9027346.000000 Penalty: 5348.846191
	Iteration 71Q: 3 clusters Score -9027346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -9027355.000000 Penalty: 5348.846191
	Iteration 72Q: 3 clusters Score -9027355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -9027348.000000 Penalty: 5348.846191
	Iteration 73Q: 3 clusters Score -9027348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -9027331.000000 Penalty: 5348.846191
	Iteration 74Q: 3 clusters Score -9027331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -9027318.000000 Penalty: 5348.846191
	Iteration 75Q: 3 clusters Score -9027318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9027301.000000 Penalty: 5348.846191
	Iteration 76Q: 3 clusters Score -9027301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9027285.000000 Penalty: 5348.846191
	Iteration 77Q: 3 clusters Score -9027285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9027282.000000 Penalty: 5348.846191
	Iteration 78Q: 3 clusters Score -9027282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -9027284.000000 Penalty: 5348.846191
	Iteration 79Q: 3 clusters Score -9027284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -9027283.000000 Penalty: 5348.846191
	Iteration 80F: 3 clusters Score -9027283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46458 members 
Entering Unmasked Estep 
Score: -9027275.000000 Penalty: 5348.846191
	Iteration 81Q: 3 clusters Score -9027275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -9027271.000000 Penalty: 5348.846191
	Iteration 82Q: 3 clusters Score -9027271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9027256.000000 Penalty: 5348.846191
	Iteration 83Q: 3 clusters Score -9027256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -9027255.000000 Penalty: 5348.846191
	Iteration 84Q: 3 clusters Score -9027255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -9027252.000000 Penalty: 5348.846191
	Iteration 85Q: 3 clusters Score -9027252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -9027246.000000 Penalty: 5348.846191
	Iteration 86Q: 3 clusters Score -9027246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -9027242.000000 Penalty: 5348.846191
	Iteration 87Q: 3 clusters Score -9027242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -9027236.000000 Penalty: 5348.846191
	Iteration 88Q: 3 clusters Score -9027236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -9027232.000000 Penalty: 5348.846191
	Iteration 89Q: 3 clusters Score -9027232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -9027234.000000 Penalty: 5348.846191
	Iteration 90Q: 3 clusters Score -9027234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -9027228.000000 Penalty: 5348.846191
	Iteration 91Q: 3 clusters Score -9027228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -9027237.000000 Penalty: 5348.846191
	Iteration 92Q: 3 clusters Score -9027237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -9027218.000000 Penalty: 5348.846191
	Iteration 93Q: 3 clusters Score -9027218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -9027219.000000 Penalty: 5348.846191
	Iteration 94Q: 3 clusters Score -9027219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -9027227.000000 Penalty: 5348.846191
	Iteration 95Q: 3 clusters Score -9027227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -9027220.000000 Penalty: 5348.846191
	Iteration 96Q: 3 clusters Score -9027220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -9027228.000000 Penalty: 5348.846191
	Iteration 97Q: 3 clusters Score -9027228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -9027214.000000 Penalty: 5348.846191
	Iteration 98Q: 3 clusters Score -9027214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -9027218.000000 Penalty: 5348.846191
	Iteration 99Q: 3 clusters Score -9027218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -9027224.000000 Penalty: 5348.846191
	Iteration 100F: 3 clusters Score -9027224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -9027216.000000 Penalty: 5348.846191
	Iteration 101Q: 3 clusters Score -9027216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -9027216.000000 Penalty: 5348.846191
	Iteration 102Q: 3 clusters Score -9027216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -9027216.000000 Penalty: 5348.846191
	Iteration 103Q: 3 clusters Score -9027216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -9027208.000000 Penalty: 5348.846191
	Iteration 104Q: 3 clusters Score -9027208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -9027200.000000 Penalty: 5348.846191
	Iteration 105Q: 3 clusters Score -9027200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -9027194.000000 Penalty: 5348.846191
	Iteration 106Q: 3 clusters Score -9027194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -9027185.000000 Penalty: 5348.846191
	Iteration 107Q: 3 clusters Score -9027185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -9027193.000000 Penalty: 5348.846191
	Iteration 108Q: 3 clusters Score -9027193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -9027169.000000 Penalty: 5348.846191
	Iteration 109Q: 3 clusters Score -9027169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -9027165.000000 Penalty: 5348.846191
	Iteration 110Q: 3 clusters Score -9027165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -9027158.000000 Penalty: 5348.846191
	Iteration 111Q: 3 clusters Score -9027158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -9027163.000000 Penalty: 5348.846191
	Iteration 112Q: 3 clusters Score -9027163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -9027151.000000 Penalty: 5348.846191
	Iteration 113Q: 3 clusters Score -9027151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -9027153.000000 Penalty: 5348.846191
	Iteration 114Q: 3 clusters Score -9027153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -9027155.000000 Penalty: 5348.846191
	Iteration 115Q: 3 clusters Score -9027155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -9027157.000000 Penalty: 5348.846191
	Iteration 116Q: 3 clusters Score -9027157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 46643 members 
Entering Unmasked Estep 
Score: -9027160.000000 Penalty: 5348.846191
	Iteration 117Q: 3 clusters Score -9027160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -9027151.000000 Penalty: 5348.846191
	Iteration 118Q: 3 clusters Score -9027151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -9027151.000000 Penalty: 5348.846191
	Iteration 119F: 3 clusters Score -9027151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 46780 members 
Mstep: Class 3 contains 50088 members 
Mstep: Class 4 contains 43981 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22199 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46518 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56828 members 
Mstep: Class 13 contains 7008 members 
Mstep: Class 14 contains 15381 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 28414 members 
Mstep: Class 18 contains 43970 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 48767 members 
Mstep: Class 23 contains 5846 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4544 members 
Mstep: Class 26 contains 49615 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 51408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139040.000000 Penalty: 103966.859375
Iteration 279Q: 32 clusters Score -1.37139e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 47047 members 
Mstep: Class 3 contains 50076 members 
Mstep: Class 4 contains 43990 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22230 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46613 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56784 members 
Mstep: Class 13 contains 7002 members 
Mstep: Class 14 contains 16503 members 
Mstep: Class 15 contains 44234 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 28429 members 
Mstep: Class 18 contains 43936 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26508 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 48780 members 
Mstep: Class 23 contains 5837 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 49969 members 
Mstep: Class 27 contains 5789 members 
Mstep: Class 28 contains 51047 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48229 members 
Mstep: Class 31 contains 37090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139728.000000 Penalty: 103966.859375
Iteration 280F: 32 clusters Score -1.371397e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 46845 members 
Mstep: Class 3 contains 49985 members 
Mstep: Class 4 contains 43750 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22201 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46565 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56709 members 
Mstep: Class 13 contains 6957 members 
Mstep: Class 14 contains 17230 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 28348 members 
Mstep: Class 18 contains 43709 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 48747 members 
Mstep: Class 23 contains 5803 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4549 members 
Mstep: Class 26 contains 49744 members 
Mstep: Class 27 contains 5792 members 
Mstep: Class 28 contains 50703 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48229 members 
Mstep: Class 31 contains 38653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140816.000000 Penalty: 103966.859375
Iteration 281Q: 32 clusters Score -1.371408e+08 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 46621 members 
Mstep: Class 3 contains 49975 members 
Mstep: Class 4 contains 43576 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22176 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46596 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56610 members 
Mstep: Class 13 contains 6933 members 
Mstep: Class 14 contains 17909 members 
Mstep: Class 15 contains 43985 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 28271 members 
Mstep: Class 18 contains 43549 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6022 members 
Mstep: Class 22 contains 48730 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4550 members 
Mstep: Class 26 contains 49671 members 
Mstep: Class 27 contains 5795 members 
Mstep: Class 28 contains 50435 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48220 members 
Mstep: Class 31 contains 39673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141616.000000 Penalty: 103966.859375
Iteration 282Q: 32 clusters Score -1.371416e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 46361 members 
Mstep: Class 3 contains 49939 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22154 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46560 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56507 members 
Mstep: Class 13 contains 6913 members 
Mstep: Class 14 contains 18564 members 
Mstep: Class 15 contains 43893 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 28216 members 
Mstep: Class 18 contains 43387 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 48728 members 
Mstep: Class 23 contains 5780 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4552 members 
Mstep: Class 26 contains 49732 members 
Mstep: Class 27 contains 5793 members 
Mstep: Class 28 contains 50157 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48194 members 
Mstep: Class 31 contains 40519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142704.000000 Penalty: 103966.859375
Iteration 283Q: 32 clusters Score -1.371427e+08 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 46142 members 
Mstep: Class 3 contains 49835 members 
Mstep: Class 4 contains 43349 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22133 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46545 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56432 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 19172 members 
Mstep: Class 15 contains 43786 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 28169 members 
Mstep: Class 18 contains 43236 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6016 members 
Mstep: Class 22 contains 48731 members 
Mstep: Class 23 contains 5776 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 49837 members 
Mstep: Class 27 contains 5795 members 
Mstep: Class 28 contains 49842 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48141 members 
Mstep: Class 31 contains 41374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143440.000000 Penalty: 103966.859375
Iteration 284Q: 32 clusters Score -1.371434e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 45936 members 
Mstep: Class 3 contains 49720 members 
Mstep: Class 4 contains 43248 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22114 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46522 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56314 members 
Mstep: Class 13 contains 6879 members 
Mstep: Class 14 contains 19782 members 
Mstep: Class 15 contains 43676 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 28104 members 
Mstep: Class 18 contains 43107 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 48722 members 
Mstep: Class 23 contains 5770 members 
Mstep: Class 24 contains 2372 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 49956 members 
Mstep: Class 27 contains 5800 members 
Mstep: Class 28 contains 49532 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48098 members 
Mstep: Class 31 contains 42262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144304.000000 Penalty: 103966.859375
Iteration 285Q: 32 clusters Score -1.371443e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 45684 members 
Mstep: Class 3 contains 49547 members 
Mstep: Class 4 contains 43172 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22105 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46495 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56193 members 
Mstep: Class 13 contains 6851 members 
Mstep: Class 14 contains 20331 members 
Mstep: Class 15 contains 43527 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 28032 members 
Mstep: Class 18 contains 43003 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 48718 members 
Mstep: Class 23 contains 5774 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 50230 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 49256 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 48002 members 
Mstep: Class 31 contains 43046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144928.000000 Penalty: 103966.859375
Iteration 286Q: 32 clusters Score -1.371449e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 45401 members 
Mstep: Class 3 contains 49326 members 
Mstep: Class 4 contains 43111 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22100 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46505 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 56097 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 20956 members 
Mstep: Class 15 contains 43366 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 27965 members 
Mstep: Class 18 contains 42911 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 48723 members 
Mstep: Class 23 contains 5768 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 4550 members 
Mstep: Class 26 contains 50464 members 
Mstep: Class 27 contains 5810 members 
Mstep: Class 28 contains 48929 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47882 members 
Mstep: Class 31 contains 43868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145136.000000 Penalty: 103966.859375
Iteration 287Q: 32 clusters Score -1.371451e+08 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 45152 members 
Mstep: Class 3 contains 49154 members 
Mstep: Class 4 contains 43087 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22088 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46478 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55933 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 21547 members 
Mstep: Class 15 contains 43194 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 27896 members 
Mstep: Class 18 contains 42813 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 5993 members 
Mstep: Class 22 contains 48706 members 
Mstep: Class 23 contains 5764 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 4551 members 
Mstep: Class 26 contains 50669 members 
Mstep: Class 27 contains 5812 members 
Mstep: Class 28 contains 48670 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47723 members 
Mstep: Class 31 contains 44687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145296.000000 Penalty: 103966.859375
Iteration 288Q: 32 clusters Score -1.371453e+08 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 44865 members 
Mstep: Class 3 contains 48982 members 
Mstep: Class 4 contains 43061 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22083 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46461 members 
Mstep: Class 11 contains 1171 members 
Mstep: Class 12 contains 55813 members 
Mstep: Class 13 contains 6802 members 
Mstep: Class 14 contains 22080 members 
Mstep: Class 15 contains 43056 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 27828 members 
Mstep: Class 18 contains 42717 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 5998 members 
Mstep: Class 22 contains 48695 members 
Mstep: Class 23 contains 5754 members 
Mstep: Class 24 contains 2371 members 
Mstep: Class 25 contains 4547 members 
Mstep: Class 26 contains 50852 members 
Mstep: Class 27 contains 5815 members 
Mstep: Class 28 contains 48457 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47564 members 
Mstep: Class 31 contains 45439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146032.000000 Penalty: 103966.859375
Iteration 289Q: 32 clusters Score -1.37146e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 44606 members 
Mstep: Class 3 contains 48776 members 
Mstep: Class 4 contains 43055 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46447 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55644 members 
Mstep: Class 13 contains 6778 members 
Mstep: Class 14 contains 22616 members 
Mstep: Class 15 contains 42982 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 27761 members 
Mstep: Class 18 contains 42630 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 48675 members 
Mstep: Class 23 contains 5743 members 
Mstep: Class 24 contains 2370 members 
Mstep: Class 25 contains 4546 members 
Mstep: Class 26 contains 51098 members 
Mstep: Class 27 contains 5811 members 
Mstep: Class 28 contains 48192 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47383 members 
Mstep: Class 31 contains 46115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146672.000000 Penalty: 103966.859375
Iteration 290Q: 32 clusters Score -1.371467e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 44389 members 
Mstep: Class 3 contains 48520 members 
Mstep: Class 4 contains 43045 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22064 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46423 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55502 members 
Mstep: Class 13 contains 6770 members 
Mstep: Class 14 contains 23170 members 
Mstep: Class 15 contains 42917 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 27690 members 
Mstep: Class 18 contains 42521 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 48658 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 2369 members 
Mstep: Class 25 contains 4542 members 
Mstep: Class 26 contains 51334 members 
Mstep: Class 27 contains 5812 members 
Mstep: Class 28 contains 47896 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47216 members 
Mstep: Class 31 contains 46775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147088.000000 Penalty: 103966.859375
Iteration 291Q: 32 clusters Score -1.371471e+08 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 44287 members 
Mstep: Class 3 contains 48262 members 
Mstep: Class 4 contains 43001 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22044 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46418 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55348 members 
Mstep: Class 13 contains 6755 members 
Mstep: Class 14 contains 23805 members 
Mstep: Class 15 contains 42849 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 27632 members 
Mstep: Class 18 contains 42401 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 5969 members 
Mstep: Class 22 contains 48651 members 
Mstep: Class 23 contains 5721 members 
Mstep: Class 24 contains 2368 members 
Mstep: Class 25 contains 4541 members 
Mstep: Class 26 contains 51461 members 
Mstep: Class 27 contains 5812 members 
Mstep: Class 28 contains 47523 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47047 members 
Mstep: Class 31 contains 47446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147920.000000 Penalty: 103966.859375
Iteration 292Q: 32 clusters Score -1.371479e+08 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 44230 members 
Mstep: Class 3 contains 48139 members 
Mstep: Class 4 contains 43006 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22030 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46362 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55127 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 24538 members 
Mstep: Class 15 contains 42761 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 27573 members 
Mstep: Class 18 contains 42306 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26486 members 
Mstep: Class 21 contains 5939 members 
Mstep: Class 22 contains 48631 members 
Mstep: Class 23 contains 5720 members 
Mstep: Class 24 contains 2368 members 
Mstep: Class 25 contains 4538 members 
Mstep: Class 26 contains 51468 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 47098 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46886 members 
Mstep: Class 31 contains 48114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148144.000000 Penalty: 103966.859375
Iteration 293Q: 32 clusters Score -1.371481e+08 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 44201 members 
Mstep: Class 3 contains 48108 members 
Mstep: Class 4 contains 43009 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21999 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46325 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54953 members 
Mstep: Class 13 contains 6701 members 
Mstep: Class 14 contains 25333 members 
Mstep: Class 15 contains 42691 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 27533 members 
Mstep: Class 18 contains 42198 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26477 members 
Mstep: Class 21 contains 5899 members 
Mstep: Class 22 contains 48624 members 
Mstep: Class 23 contains 5718 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4533 members 
Mstep: Class 26 contains 51322 members 
Mstep: Class 27 contains 5809 members 
Mstep: Class 28 contains 46662 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46701 members 
Mstep: Class 31 contains 48723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148048.000000 Penalty: 103966.859375
Iteration 294Q: 32 clusters Score -1.37148e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 44312 members 
Mstep: Class 3 contains 48108 members 
Mstep: Class 4 contains 42973 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21968 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54844 members 
Mstep: Class 13 contains 6694 members 
Mstep: Class 14 contains 26149 members 
Mstep: Class 15 contains 42592 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 27493 members 
Mstep: Class 18 contains 42108 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26477 members 
Mstep: Class 21 contains 5848 members 
Mstep: Class 22 contains 48624 members 
Mstep: Class 23 contains 5707 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4532 members 
Mstep: Class 26 contains 51111 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 46261 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46500 members 
Mstep: Class 31 contains 49196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149152.000000 Penalty: 103966.859375
Iteration 295Q: 32 clusters Score -1.371492e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 44460 members 
Mstep: Class 3 contains 48119 members 
Mstep: Class 4 contains 42951 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21952 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46204 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54669 members 
Mstep: Class 13 contains 6690 members 
Mstep: Class 14 contains 26909 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 27460 members 
Mstep: Class 18 contains 42036 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26477 members 
Mstep: Class 21 contains 5828 members 
Mstep: Class 22 contains 48623 members 
Mstep: Class 23 contains 5705 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4536 members 
Mstep: Class 26 contains 50927 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 45851 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46342 members 
Mstep: Class 31 contains 49531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149568.000000 Penalty: 103966.859375
Iteration 296Q: 32 clusters Score -1.371496e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 44621 members 
Mstep: Class 3 contains 48140 members 
Mstep: Class 4 contains 42936 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21937 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46178 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54529 members 
Mstep: Class 13 contains 6674 members 
Mstep: Class 14 contains 27614 members 
Mstep: Class 15 contains 42352 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 27426 members 
Mstep: Class 18 contains 41969 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 48610 members 
Mstep: Class 23 contains 5697 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4530 members 
Mstep: Class 26 contains 50784 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 45577 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46224 members 
Mstep: Class 31 contains 49731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149952.000000 Penalty: 103966.859375
Iteration 297Q: 32 clusters Score -1.3715e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 44757 members 
Mstep: Class 3 contains 48264 members 
Mstep: Class 4 contains 42911 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46129 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54366 members 
Mstep: Class 13 contains 6669 members 
Mstep: Class 14 contains 28330 members 
Mstep: Class 15 contains 42220 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 27409 members 
Mstep: Class 18 contains 41883 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5821 members 
Mstep: Class 22 contains 48616 members 
Mstep: Class 23 contains 5689 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 26 contains 50578 members 
Mstep: Class 27 contains 5799 members 
Mstep: Class 28 contains 45394 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46102 members 
Mstep: Class 31 contains 49804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150736.000000 Penalty: 103966.859375
Iteration 298Q: 32 clusters Score -1.371507e+08 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 44901 members 
Mstep: Class 3 contains 48399 members 
Mstep: Class 4 contains 42871 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21917 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46090 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54198 members 
Mstep: Class 13 contains 6667 members 
Mstep: Class 14 contains 28984 members 
Mstep: Class 15 contains 42134 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 27379 members 
Mstep: Class 18 contains 41821 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5820 members 
Mstep: Class 22 contains 48625 members 
Mstep: Class 23 contains 5683 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 26 contains 50410 members 
Mstep: Class 27 contains 5803 members 
Mstep: Class 28 contains 45305 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45975 members 
Mstep: Class 31 contains 49753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151616.000000 Penalty: 103966.859375
Iteration 299Q: 32 clusters Score -1.371516e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 45053 members 
Mstep: Class 3 contains 48533 members 
Mstep: Class 4 contains 42832 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21905 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46070 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54049 members 
Mstep: Class 13 contains 6663 members 
Mstep: Class 14 contains 29624 members 
Mstep: Class 15 contains 42067 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 27356 members 
Mstep: Class 18 contains 41765 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26472 members 
Mstep: Class 21 contains 5824 members 
Mstep: Class 22 contains 48627 members 
Mstep: Class 23 contains 5675 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4513 members 
Mstep: Class 26 contains 50293 members 
Mstep: Class 27 contains 5804 members 
Mstep: Class 28 contains 45265 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45801 members 
Mstep: Class 31 contains 49573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151936.000000 Penalty: 103966.859375
Iteration 300F: 32 clusters Score -1.371519e+08 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 45190 members 
Mstep: Class 3 contains 48657 members 
Mstep: Class 4 contains 42775 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1083 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21888 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46041 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53927 members 
Mstep: Class 13 contains 6662 members 
Mstep: Class 14 contains 30381 members 
Mstep: Class 15 contains 42009 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 27308 members 
Mstep: Class 18 contains 41701 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26470 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 48627 members 
Mstep: Class 23 contains 5669 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 50209 members 
Mstep: Class 27 contains 5806 members 
Mstep: Class 28 contains 45213 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45681 members 
Mstep: Class 31 contains 49271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152032.000000 Penalty: 103966.859375
Iteration 301Q: 32 clusters Score -1.37152e+08 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 45312 members 
Mstep: Class 3 contains 48775 members 
Mstep: Class 4 contains 42702 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21891 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46035 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53861 members 
Mstep: Class 13 contains 6648 members 
Mstep: Class 14 contains 31104 members 
Mstep: Class 15 contains 41974 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 27261 members 
Mstep: Class 18 contains 41642 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26470 members 
Mstep: Class 21 contains 5825 members 
Mstep: Class 22 contains 48616 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 2367 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 50140 members 
Mstep: Class 27 contains 5810 members 
Mstep: Class 28 contains 45112 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45545 members 
Mstep: Class 31 contains 49014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152320.000000 Penalty: 103966.859375
Iteration 302Q: 32 clusters Score -1.371523e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 45459 members 
Mstep: Class 3 contains 48899 members 
Mstep: Class 4 contains 42639 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21875 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 46040 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53766 members 
Mstep: Class 13 contains 6636 members 
Mstep: Class 14 contains 31830 members 
Mstep: Class 15 contains 41911 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 27221 members 
Mstep: Class 18 contains 41573 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26475 members 
Mstep: Class 21 contains 5830 members 
Mstep: Class 22 contains 48612 members 
Mstep: Class 23 contains 5640 members 
Mstep: Class 24 contains 2366 members 
Mstep: Class 25 contains 4495 members 
Mstep: Class 26 contains 50053 members 
Mstep: Class 27 contains 5814 members 
Mstep: Class 28 contains 44988 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45437 members 
Mstep: Class 31 contains 48779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152800.000000 Penalty: 103966.859375
Iteration 303Q: 32 clusters Score -1.371528e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 45505 members 
Mstep: Class 3 contains 48961 members 
Mstep: Class 4 contains 42599 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45996 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53687 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 32644 members 
Mstep: Class 15 contains 41873 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 27195 members 
Mstep: Class 18 contains 41500 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26476 members 
Mstep: Class 21 contains 5835 members 
Mstep: Class 22 contains 48605 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 2364 members 
Mstep: Class 25 contains 4483 members 
Mstep: Class 26 contains 49985 members 
Mstep: Class 27 contains 5817 members 
Mstep: Class 28 contains 44989 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45355 members 
Mstep: Class 31 contains 48427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153664.000000 Penalty: 103966.859375
Iteration 304Q: 32 clusters Score -1.371537e+08 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 45501 members 
Mstep: Class 3 contains 48966 members 
Mstep: Class 4 contains 42536 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21861 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53689 members 
Mstep: Class 13 contains 6584 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 41816 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 27150 members 
Mstep: Class 18 contains 41424 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26474 members 
Mstep: Class 21 contains 5839 members 
Mstep: Class 22 contains 48586 members 
Mstep: Class 23 contains 5630 members 
Mstep: Class 24 contains 2363 members 
Mstep: Class 25 contains 4477 members 
Mstep: Class 26 contains 49944 members 
Mstep: Class 27 contains 5824 members 
Mstep: Class 28 contains 45041 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45279 members 
Mstep: Class 31 contains 48043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154112.000000 Penalty: 103966.859375
Iteration 305Q: 32 clusters Score -1.371541e+08 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 45484 members 
Mstep: Class 3 contains 48988 members 
Mstep: Class 4 contains 42450 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21848 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45970 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53604 members 
Mstep: Class 13 contains 6573 members 
Mstep: Class 14 contains 34283 members 
Mstep: Class 15 contains 41754 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 27120 members 
Mstep: Class 18 contains 41349 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26472 members 
Mstep: Class 21 contains 5842 members 
Mstep: Class 22 contains 48559 members 
Mstep: Class 23 contains 5627 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 49999 members 
Mstep: Class 27 contains 5828 members 
Mstep: Class 28 contains 45155 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45224 members 
Mstep: Class 31 contains 47635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154752.000000 Penalty: 103966.859375
Iteration 306Q: 32 clusters Score -1.371548e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 45382 members 
Mstep: Class 3 contains 49042 members 
Mstep: Class 4 contains 42371 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21850 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45925 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53592 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 35063 members 
Mstep: Class 15 contains 41688 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 27077 members 
Mstep: Class 18 contains 41274 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26473 members 
Mstep: Class 21 contains 5839 members 
Mstep: Class 22 contains 48546 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 50118 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 45305 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45159 members 
Mstep: Class 31 contains 47200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155552.000000 Penalty: 103966.859375
Iteration 307Q: 32 clusters Score -1.371556e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 45266 members 
Mstep: Class 3 contains 49036 members 
Mstep: Class 4 contains 42269 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21863 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45870 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53550 members 
Mstep: Class 13 contains 6549 members 
Mstep: Class 14 contains 35859 members 
Mstep: Class 15 contains 41645 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 27043 members 
Mstep: Class 18 contains 41195 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26472 members 
Mstep: Class 21 contains 5838 members 
Mstep: Class 22 contains 48525 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 4478 members 
Mstep: Class 26 contains 50205 members 
Mstep: Class 27 contains 5833 members 
Mstep: Class 28 contains 45532 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45116 members 
Mstep: Class 31 contains 46719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155696.000000 Penalty: 103966.859375
Iteration 308Q: 32 clusters Score -1.371557e+08 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 45180 members 
Mstep: Class 3 contains 49003 members 
Mstep: Class 4 contains 42168 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21871 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45816 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53552 members 
Mstep: Class 13 contains 6533 members 
Mstep: Class 14 contains 36553 members 
Mstep: Class 15 contains 41600 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 27000 members 
Mstep: Class 18 contains 41071 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26479 members 
Mstep: Class 21 contains 5834 members 
Mstep: Class 22 contains 48516 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 2362 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 50389 members 
Mstep: Class 27 contains 5832 members 
Mstep: Class 28 contains 45703 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45086 members 
Mstep: Class 31 contains 46300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156144.000000 Penalty: 103966.859375
Iteration 309Q: 32 clusters Score -1.371561e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 45063 members 
Mstep: Class 3 contains 48920 members 
Mstep: Class 4 contains 42074 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21880 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45795 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53524 members 
Mstep: Class 13 contains 6514 members 
Mstep: Class 14 contains 37208 members 
Mstep: Class 15 contains 41538 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26953 members 
Mstep: Class 18 contains 40947 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26481 members 
Mstep: Class 21 contains 5834 members 
Mstep: Class 22 contains 48508 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2361 members 
Mstep: Class 25 contains 4476 members 
Mstep: Class 26 contains 50535 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 45875 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45088 members 
Mstep: Class 31 contains 46009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156432.000000 Penalty: 103966.859375
Iteration 310Q: 32 clusters Score -1.371564e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 44974 members 
Mstep: Class 3 contains 48831 members 
Mstep: Class 4 contains 41960 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21888 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53527 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 37820 members 
Mstep: Class 15 contains 41455 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 26908 members 
Mstep: Class 18 contains 40861 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 48507 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2360 members 
Mstep: Class 25 contains 4474 members 
Mstep: Class 26 contains 50678 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 46028 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45077 members 
Mstep: Class 31 contains 45746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156816.000000 Penalty: 103966.859375
Iteration 311Q: 32 clusters Score -1.371568e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 44832 members 
Mstep: Class 3 contains 48697 members 
Mstep: Class 4 contains 41872 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21899 members 
Mstep: Class 9 contains 1029 members 
Mstep: Class 10 contains 45731 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53508 members 
Mstep: Class 13 contains 6474 members 
Mstep: Class 14 contains 38445 members 
Mstep: Class 15 contains 41393 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 26880 members 
Mstep: Class 18 contains 40766 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26485 members 
Mstep: Class 21 contains 5813 members 
Mstep: Class 22 contains 48510 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 50741 members 
Mstep: Class 27 contains 5837 members 
Mstep: Class 28 contains 46148 members 
Mstep: Class 29 contains 678 members 
Mstep: Class 30 contains 45091 members 
Mstep: Class 31 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156880.000000 Penalty: 103966.859375
Iteration 312Q: 32 clusters Score -1.371569e+08 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 44649 members 
Mstep: Class 3 contains 48572 members 
Mstep: Class 4 contains 41756 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21925 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45712 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53469 members 
Mstep: Class 13 contains 6462 members 
Mstep: Class 14 contains 39075 members 
Mstep: Class 15 contains 41311 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 26843 members 
Mstep: Class 18 contains 40666 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26492 members 
Mstep: Class 21 contains 5810 members 
Mstep: Class 22 contains 48506 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2358 members 
Mstep: Class 25 contains 4475 members 
Mstep: Class 26 contains 50815 members 
Mstep: Class 27 contains 5832 members 
Mstep: Class 28 contains 46256 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45095 members 
Mstep: Class 31 contains 45681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157024.000000 Penalty: 103966.859375
Iteration 313Q: 32 clusters Score -1.37157e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 44425 members 
Mstep: Class 3 contains 48429 members 
Mstep: Class 4 contains 41667 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21947 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45729 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53385 members 
Mstep: Class 13 contains 6447 members 
Mstep: Class 14 contains 39686 members 
Mstep: Class 15 contains 41228 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 26797 members 
Mstep: Class 18 contains 40595 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 5806 members 
Mstep: Class 22 contains 48494 members 
Mstep: Class 23 contains 5567 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 4473 members 
Mstep: Class 26 contains 50830 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 46318 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45121 members 
Mstep: Class 31 contains 45800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157200.000000 Penalty: 103966.859375
Iteration 314Q: 32 clusters Score -1.371572e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 44232 members 
Mstep: Class 3 contains 48307 members 
Mstep: Class 4 contains 41570 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1081 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21957 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45720 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53342 members 
Mstep: Class 13 contains 6443 members 
Mstep: Class 14 contains 40254 members 
Mstep: Class 15 contains 41155 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 26753 members 
Mstep: Class 18 contains 40525 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26490 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 48496 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 4470 members 
Mstep: Class 26 contains 50795 members 
Mstep: Class 27 contains 5828 members 
Mstep: Class 28 contains 46352 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45140 members 
Mstep: Class 31 contains 45948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157760.000000 Penalty: 103966.859375
Iteration 315Q: 32 clusters Score -1.371578e+08 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 44008 members 
Mstep: Class 3 contains 48191 members 
Mstep: Class 4 contains 41453 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1080 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21973 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45706 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53325 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 40805 members 
Mstep: Class 15 contains 41083 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26709 members 
Mstep: Class 18 contains 40475 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48477 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 50778 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 46338 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45154 members 
Mstep: Class 31 contains 46181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157984.000000 Penalty: 103966.859375
Iteration 316Q: 32 clusters Score -1.37158e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 43787 members 
Mstep: Class 3 contains 48078 members 
Mstep: Class 4 contains 41334 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21989 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45700 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53325 members 
Mstep: Class 13 contains 6428 members 
Mstep: Class 14 contains 41245 members 
Mstep: Class 15 contains 40962 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 26674 members 
Mstep: Class 18 contains 40386 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26497 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48453 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2357 members 
Mstep: Class 25 contains 4463 members 
Mstep: Class 26 contains 50837 members 
Mstep: Class 27 contains 5833 members 
Mstep: Class 28 contains 46306 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45161 members 
Mstep: Class 31 contains 46507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158160.000000 Penalty: 103966.859375
Iteration 317Q: 32 clusters Score -1.371582e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41248 members 
Mstep: Class 2 contains 43634 members 
Mstep: Class 3 contains 47974 members 
Mstep: Class 4 contains 41210 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22001 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45656 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53282 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 41696 members 
Mstep: Class 15 contains 40825 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 26626 members 
Mstep: Class 18 contains 40325 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26499 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48439 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50931 members 
Mstep: Class 27 contains 5833 members 
Mstep: Class 28 contains 46250 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45159 members 
Mstep: Class 31 contains 46795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158480.000000 Penalty: 103966.859375
Iteration 318Q: 32 clusters Score -1.371585e+08 nChanged 3138
Entering ConstructFrom: 
Score: -137158480.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (41152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Entering Unmasked Estep 
Score: -7701938.500000 Penalty: 2635.006836
	Iteration 0F: 2 clusters Score -7701938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -7674165.000000 Penalty: 5270.013672
	Iteration 0F: 3 clusters Score -7674165 nChanged 18925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7684410.500000 Penalty: 5270.013672
	Iteration 1F: 3 clusters Score -7684410 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7684885.500000 Penalty: 5270.013672
	Iteration 2Q: 3 clusters Score -7684886 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7685310.500000 Penalty: 5270.013672
	Iteration 3Q: 3 clusters Score -7685310 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -7685646.500000 Penalty: 5270.013672
	Iteration 4Q: 3 clusters Score -7685646 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -7685955.000000 Penalty: 5270.013672
	Iteration 5Q: 3 clusters Score -7685955 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -7686254.000000 Penalty: 5270.013672
	Iteration 6Q: 3 clusters Score -7686254 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -7686704.500000 Penalty: 5270.013672
	Iteration 7Q: 3 clusters Score -7686704 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -7687358.000000 Penalty: 5270.013672
	Iteration 8Q: 3 clusters Score -7687358 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -7688326.000000 Penalty: 5270.013672
	Iteration 9Q: 3 clusters Score -7688326 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -7689834.500000 Penalty: 5270.013672
	Iteration 10F: 3 clusters Score -7689834 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -7691788.000000 Penalty: 5270.013672
	Iteration 11F: 3 clusters Score -7691788 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -7693941.500000 Penalty: 5270.013672
	Iteration 12F: 3 clusters Score -7693942 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -7695658.500000 Penalty: 5270.013672
	Iteration 13F: 3 clusters Score -7695658 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -7696719.000000 Penalty: 5270.013672
	Iteration 14Q: 3 clusters Score -7696719 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -7697276.500000 Penalty: 5270.013672
	Iteration 15Q: 3 clusters Score -7697276 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -7697737.500000 Penalty: 5270.013672
	Iteration 16Q: 3 clusters Score -7697738 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -7698152.000000 Penalty: 5270.013672
	Iteration 17Q: 3 clusters Score -7698152 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -7698484.500000 Penalty: 5270.013672
	Iteration 18Q: 3 clusters Score -7698484 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -7698756.000000 Penalty: 5270.013672
	Iteration 19Q: 3 clusters Score -7698756 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -7698984.000000 Penalty: 5270.013672
	Iteration 20F: 3 clusters Score -7698984 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7699198.500000 Penalty: 5270.013672
	Iteration 21Q: 3 clusters Score -7699198 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -7699322.500000 Penalty: 5270.013672
	Iteration 22Q: 3 clusters Score -7699322 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -7699502.000000 Penalty: 5270.013672
	Iteration 23Q: 3 clusters Score -7699502 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7699633.500000 Penalty: 5270.013672
	Iteration 24Q: 3 clusters Score -7699634 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -7699742.000000 Penalty: 5270.013672
	Iteration 25Q: 3 clusters Score -7699742 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7699775.500000 Penalty: 5270.013672
	Iteration 26Q: 3 clusters Score -7699776 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -7699872.000000 Penalty: 5270.013672
	Iteration 27Q: 3 clusters Score -7699872 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -7699928.500000 Penalty: 5270.013672
	Iteration 28Q: 3 clusters Score -7699928 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -7699984.000000 Penalty: 5270.013672
	Iteration 29Q: 3 clusters Score -7699984 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -7700024.000000 Penalty: 5270.013672
	Iteration 30Q: 3 clusters Score -7700024 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -7700055.000000 Penalty: 5270.013672
	Iteration 31Q: 3 clusters Score -7700055 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7700067.500000 Penalty: 5270.013672
	Iteration 32Q: 3 clusters Score -7700068 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7700118.000000 Penalty: 5270.013672
	Iteration 33Q: 3 clusters Score -7700118 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -7700160.500000 Penalty: 5270.013672
	Iteration 34Q: 3 clusters Score -7700160 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7700205.500000 Penalty: 5270.013672
	Iteration 35Q: 3 clusters Score -7700206 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -7700230.000000 Penalty: 5270.013672
	Iteration 36Q: 3 clusters Score -7700230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -7700255.500000 Penalty: 5270.013672
	Iteration 37Q: 3 clusters Score -7700256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -7700276.500000 Penalty: 5270.013672
	Iteration 38Q: 3 clusters Score -7700276 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7700303.500000 Penalty: 5270.013672
	Iteration 39Q: 3 clusters Score -7700304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -7700321.000000 Penalty: 5270.013672
	Iteration 40F: 3 clusters Score -7700321 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7700336.000000 Penalty: 5270.013672
	Iteration 41Q: 3 clusters Score -7700336 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7700319.500000 Penalty: 5270.013672
	Iteration 42Q: 3 clusters Score -7700320 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7700357.000000 Penalty: 5270.013672
	Iteration 43Q: 3 clusters Score -7700357 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7700349.500000 Penalty: 5270.013672
	Iteration 44Q: 3 clusters Score -7700350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7700365.500000 Penalty: 5270.013672
	Iteration 45Q: 3 clusters Score -7700366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -7700386.500000 Penalty: 5270.013672
	Iteration 46Q: 3 clusters Score -7700386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7700396.500000 Penalty: 5270.013672
	Iteration 47Q: 3 clusters Score -7700396 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -7700415.000000 Penalty: 5270.013672
	Iteration 48Q: 3 clusters Score -7700415 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -7700406.000000 Penalty: 5270.013672
	Iteration 49Q: 3 clusters Score -7700406 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7700414.500000 Penalty: 5270.013672
	Iteration 50Q: 3 clusters Score -7700414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7700423.000000 Penalty: 5270.013672
	Iteration 51Q: 3 clusters Score -7700423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7700425.500000 Penalty: 5270.013672
	Iteration 52Q: 3 clusters Score -7700426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7700430.500000 Penalty: 5270.013672
	Iteration 53Q: 3 clusters Score -7700430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -7700427.500000 Penalty: 5270.013672
	Iteration 54Q: 3 clusters Score -7700428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7700440.000000 Penalty: 5270.013672
	Iteration 55Q: 3 clusters Score -7700440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -7700433.500000 Penalty: 5270.013672
	Iteration 56Q: 3 clusters Score -7700434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7700438.000000 Penalty: 5270.013672
	Iteration 57Q: 3 clusters Score -7700438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7700446.500000 Penalty: 5270.013672
	Iteration 58Q: 3 clusters Score -7700446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -7700441.000000 Penalty: 5270.013672
	Iteration 59Q: 3 clusters Score -7700441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7700444.500000 Penalty: 5270.013672
	Iteration 60F: 3 clusters Score -7700444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7700443.000000 Penalty: 5270.013672
	Iteration 61Q: 3 clusters Score -7700443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7700449.000000 Penalty: 5270.013672
	Iteration 62Q: 3 clusters Score -7700449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7700447.500000 Penalty: 5270.013672
	Iteration 63Q: 3 clusters Score -7700448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7700455.500000 Penalty: 5270.013672
	Iteration 64Q: 3 clusters Score -7700456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7700455.500000 Penalty: 5270.013672
	Iteration 65Q: 3 clusters Score -7700456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7700454.500000 Penalty: 5270.013672
	Iteration 66Q: 3 clusters Score -7700454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7700452.500000 Penalty: 5270.013672
	Iteration 67Q: 3 clusters Score -7700452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7700460.000000 Penalty: 5270.013672
	Iteration 68Q: 3 clusters Score -7700460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7700460.000000 Penalty: 5270.013672
	Iteration 69Q: 3 clusters Score -7700460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7700460.500000 Penalty: 5270.013672
	Iteration 70Q: 3 clusters Score -7700460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -7700463.500000 Penalty: 5270.013672
	Iteration 71Q: 3 clusters Score -7700464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7700471.500000 Penalty: 5270.013672
	Iteration 72Q: 3 clusters Score -7700472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -7700465.500000 Penalty: 5270.013672
	Iteration 73Q: 3 clusters Score -7700466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7700468.000000 Penalty: 5270.013672
	Iteration 74Q: 3 clusters Score -7700468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7700464.000000 Penalty: 5270.013672
	Iteration 75Q: 3 clusters Score -7700464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7700462.000000 Penalty: 5270.013672
	Iteration 76Q: 3 clusters Score -7700462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7700474.500000 Penalty: 5270.013672
	Iteration 77Q: 3 clusters Score -7700474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7700478.000000 Penalty: 5270.013672
	Iteration 78Q: 3 clusters Score -7700478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7700476.500000 Penalty: 5270.013672
	Iteration 79Q: 3 clusters Score -7700476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7700470.500000 Penalty: 5270.013672
	Iteration 80F: 3 clusters Score -7700470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7700465.500000 Penalty: 5270.013672
	Iteration 81Q: 3 clusters Score -7700466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7700461.000000 Penalty: 5270.013672
	Iteration 82Q: 3 clusters Score -7700461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7700465.000000 Penalty: 5270.013672
	Iteration 83Q: 3 clusters Score -7700465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -7700470.500000 Penalty: 5270.013672
	Iteration 84Q: 3 clusters Score -7700470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7700468.000000 Penalty: 5270.013672
	Iteration 85Q: 3 clusters Score -7700468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7700461.500000 Penalty: 5270.013672
	Iteration 86Q: 3 clusters Score -7700462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7700464.500000 Penalty: 5270.013672
	Iteration 87Q: 3 clusters Score -7700464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7700460.000000 Penalty: 5270.013672
	Iteration 88Q: 3 clusters Score -7700460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7700465.000000 Penalty: 5270.013672
	Iteration 89Q: 3 clusters Score -7700465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7700459.500000 Penalty: 5270.013672
	Iteration 90Q: 3 clusters Score -7700460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -7700472.500000 Penalty: 5270.013672
	Iteration 91Q: 3 clusters Score -7700472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38291 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7700462.500000 Penalty: 5270.013672
	Iteration 92Q: 3 clusters Score -7700462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7700466.500000 Penalty: 5270.013672
	Iteration 93Q: 3 clusters Score -7700466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -7700462.000000 Penalty: 5270.013672
	Iteration 94Q: 3 clusters Score -7700462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7700473.000000 Penalty: 5270.013672
	Iteration 95Q: 3 clusters Score -7700473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7700474.500000 Penalty: 5270.013672
	Iteration 96Q: 3 clusters Score -7700474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7700474.000000 Penalty: 5270.013672
	Iteration 97Q: 3 clusters Score -7700474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -7700476.500000 Penalty: 5270.013672
	Iteration 98Q: 3 clusters Score -7700476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -7700486.500000 Penalty: 5270.013672
	Iteration 99Q: 3 clusters Score -7700486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7700495.000000 Penalty: 5270.013672
	Iteration 100F: 3 clusters Score -7700495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -7700501.000000 Penalty: 5270.013672
	Iteration 101Q: 3 clusters Score -7700501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7700503.500000 Penalty: 5270.013672
	Iteration 102Q: 3 clusters Score -7700504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7700510.500000 Penalty: 5270.013672
	Iteration 103Q: 3 clusters Score -7700510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7700507.500000 Penalty: 5270.013672
	Iteration 104Q: 3 clusters Score -7700508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7700498.000000 Penalty: 5270.013672
	Iteration 105Q: 3 clusters Score -7700498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7700507.500000 Penalty: 5270.013672
	Iteration 106Q: 3 clusters Score -7700508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7700510.000000 Penalty: 5270.013672
	Iteration 107Q: 3 clusters Score -7700510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7700513.000000 Penalty: 5270.013672
	Iteration 108Q: 3 clusters Score -7700513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -7700514.500000 Penalty: 5270.013672
	Iteration 109Q: 3 clusters Score -7700514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -7700515.500000 Penalty: 5270.013672
	Iteration 110Q: 3 clusters Score -7700516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -7700520.500000 Penalty: 5270.013672
	Iteration 111Q: 3 clusters Score -7700520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7700525.500000 Penalty: 5270.013672
	Iteration 112Q: 3 clusters Score -7700526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7700524.000000 Penalty: 5270.013672
	Iteration 113Q: 3 clusters Score -7700524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7700527.000000 Penalty: 5270.013672
	Iteration 114Q: 3 clusters Score -7700527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7700521.500000 Penalty: 5270.013672
	Iteration 115Q: 3 clusters Score -7700522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7700521.000000 Penalty: 5270.013672
	Iteration 116Q: 3 clusters Score -7700521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -7700517.500000 Penalty: 5270.013672
	Iteration 117Q: 3 clusters Score -7700518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7700516.000000 Penalty: 5270.013672
	Iteration 118Q: 3 clusters Score -7700516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7700516.500000 Penalty: 5270.013672
	Iteration 119Q: 3 clusters Score -7700516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -7700514.500000 Penalty: 5270.013672
	Iteration 120F: 3 clusters Score -7700514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Entering Unmasked Estep 
Score: -8206924.500000 Penalty: 2648.591064
	Iteration 0F: 2 clusters Score -8206924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -8178103.000000 Penalty: 5297.182129
	Iteration 0F: 3 clusters Score -8178103 nChanged 19957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8189091.000000 Penalty: 5297.182129
	Iteration 1F: 3 clusters Score -8189091 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8189727.500000 Penalty: 5297.182129
	Iteration 2Q: 3 clusters Score -8189728 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -8190293.000000 Penalty: 5297.182129
	Iteration 3Q: 3 clusters Score -8190293 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -8190879.000000 Penalty: 5297.182129
	Iteration 4Q: 3 clusters Score -8190879 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -8191606.000000 Penalty: 5297.182129
	Iteration 5Q: 3 clusters Score -8191606 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8192454.000000 Penalty: 5297.182129
	Iteration 6Q: 3 clusters Score -8192454 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -8193675.500000 Penalty: 5297.182129
	Iteration 7Q: 3 clusters Score -8193676 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -8195265.500000 Penalty: 5297.182129
	Iteration 8F: 3 clusters Score -8195266 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -8197228.000000 Penalty: 5297.182129
	Iteration 9F: 3 clusters Score -8197228 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -8199309.500000 Penalty: 5297.182129
	Iteration 10F: 3 clusters Score -8199310 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -8201273.000000 Penalty: 5297.182129
	Iteration 11F: 3 clusters Score -8201273 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -8202663.000000 Penalty: 5297.182129
	Iteration 12Q: 3 clusters Score -8202663 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -8203547.000000 Penalty: 5297.182129
	Iteration 13Q: 3 clusters Score -8203547 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8203970.000000 Penalty: 5297.182129
	Iteration 14Q: 3 clusters Score -8203970 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8204235.500000 Penalty: 5297.182129
	Iteration 15Q: 3 clusters Score -8204236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8204440.000000 Penalty: 5297.182129
	Iteration 16Q: 3 clusters Score -8204440 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -8204554.500000 Penalty: 5297.182129
	Iteration 17Q: 3 clusters Score -8204554 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8204623.500000 Penalty: 5297.182129
	Iteration 18Q: 3 clusters Score -8204624 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8204689.000000 Penalty: 5297.182129
	Iteration 19Q: 3 clusters Score -8204689 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8204727.500000 Penalty: 5297.182129
	Iteration 20F: 3 clusters Score -8204728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8204763.500000 Penalty: 5297.182129
	Iteration 21Q: 3 clusters Score -8204764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8204768.500000 Penalty: 5297.182129
	Iteration 22Q: 3 clusters Score -8204768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8204786.500000 Penalty: 5297.182129
	Iteration 23Q: 3 clusters Score -8204786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -8204791.000000 Penalty: 5297.182129
	Iteration 24Q: 3 clusters Score -8204791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8204808.000000 Penalty: 5297.182129
	Iteration 25Q: 3 clusters Score -8204808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8204807.000000 Penalty: 5297.182129
	Iteration 26Q: 3 clusters Score -8204807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -8204806.000000 Penalty: 5297.182129
	Iteration 27Q: 3 clusters Score -8204806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8204807.500000 Penalty: 5297.182129
	Iteration 28Q: 3 clusters Score -8204808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -8204824.500000 Penalty: 5297.182129
	Iteration 29Q: 3 clusters Score -8204824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -8204841.000000 Penalty: 5297.182129
	Iteration 30Q: 3 clusters Score -8204841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -8204867.000000 Penalty: 5297.182129
	Iteration 31Q: 3 clusters Score -8204867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8204870.000000 Penalty: 5297.182129
	Iteration 32Q: 3 clusters Score -8204870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8204867.000000 Penalty: 5297.182129
	Iteration 33Q: 3 clusters Score -8204867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8204871.500000 Penalty: 5297.182129
	Iteration 34Q: 3 clusters Score -8204872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -8204873.000000 Penalty: 5297.182129
	Iteration 35Q: 3 clusters Score -8204873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8204876.000000 Penalty: 5297.182129
	Iteration 36Q: 3 clusters Score -8204876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8204871.000000 Penalty: 5297.182129
	Iteration 37Q: 3 clusters Score -8204871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8204872.000000 Penalty: 5297.182129
	Iteration 38Q: 3 clusters Score -8204872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8204875.000000 Penalty: 5297.182129
	Iteration 39Q: 3 clusters Score -8204875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8204882.500000 Penalty: 5297.182129
	Iteration 40F: 3 clusters Score -8204882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8204879.000000 Penalty: 5297.182129
	Iteration 41Q: 3 clusters Score -8204879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8204879.000000 Penalty: 5297.182129
	Iteration 42F: 3 clusters Score -8204879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Entering Unmasked Estep 
Score: -9026545.000000 Penalty: 2672.534668
	Iteration 0F: 2 clusters Score -9026545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -8996199.000000 Penalty: 5345.069336
	Iteration 0F: 3 clusters Score -8996199 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -9008373.000000 Penalty: 5345.069336
	Iteration 1F: 3 clusters Score -9008373 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -9009066.000000 Penalty: 5345.069336
	Iteration 2Q: 3 clusters Score -9009066 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -9009805.000000 Penalty: 5345.069336
	Iteration 3Q: 3 clusters Score -9009805 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -9010592.000000 Penalty: 5345.069336
	Iteration 4Q: 3 clusters Score -9010592 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -9011621.000000 Penalty: 5345.069336
	Iteration 5Q: 3 clusters Score -9011621 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -9012996.000000 Penalty: 5345.069336
	Iteration 6F: 3 clusters Score -9012996 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -9015021.000000 Penalty: 5345.069336
	Iteration 7F: 3 clusters Score -9015021 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -9017292.000000 Penalty: 5345.069336
	Iteration 8F: 3 clusters Score -9017292 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -9018887.000000 Penalty: 5345.069336
	Iteration 9F: 3 clusters Score -9018887 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -9019681.000000 Penalty: 5345.069336
	Iteration 10Q: 3 clusters Score -9019681 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -9020092.000000 Penalty: 5345.069336
	Iteration 11Q: 3 clusters Score -9020092 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -9020400.000000 Penalty: 5345.069336
	Iteration 12Q: 3 clusters Score -9020400 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -9020767.000000 Penalty: 5345.069336
	Iteration 13Q: 3 clusters Score -9020767 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -9021092.000000 Penalty: 5345.069336
	Iteration 14Q: 3 clusters Score -9021092 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -9021375.000000 Penalty: 5345.069336
	Iteration 15Q: 3 clusters Score -9021375 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -9021778.000000 Penalty: 5345.069336
	Iteration 16Q: 3 clusters Score -9021778 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -9022156.000000 Penalty: 5345.069336
	Iteration 17Q: 3 clusters Score -9022156 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -9022454.000000 Penalty: 5345.069336
	Iteration 18Q: 3 clusters Score -9022454 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -9022760.000000 Penalty: 5345.069336
	Iteration 19Q: 3 clusters Score -9022760 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -9023019.000000 Penalty: 5345.069336
	Iteration 20F: 3 clusters Score -9023019 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -9023214.000000 Penalty: 5345.069336
	Iteration 21Q: 3 clusters Score -9023214 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -9023364.000000 Penalty: 5345.069336
	Iteration 22Q: 3 clusters Score -9023364 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -9023461.000000 Penalty: 5345.069336
	Iteration 23Q: 3 clusters Score -9023461 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -9023542.000000 Penalty: 5345.069336
	Iteration 24Q: 3 clusters Score -9023542 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -9023608.000000 Penalty: 5345.069336
	Iteration 25Q: 3 clusters Score -9023608 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -9023663.000000 Penalty: 5345.069336
	Iteration 26Q: 3 clusters Score -9023663 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -9023715.000000 Penalty: 5345.069336
	Iteration 27Q: 3 clusters Score -9023715 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -9023746.000000 Penalty: 5345.069336
	Iteration 28Q: 3 clusters Score -9023746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -9023796.000000 Penalty: 5345.069336
	Iteration 29Q: 3 clusters Score -9023796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -9023801.000000 Penalty: 5345.069336
	Iteration 30Q: 3 clusters Score -9023801 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -9023832.000000 Penalty: 5345.069336
	Iteration 31Q: 3 clusters Score -9023832 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -9023848.000000 Penalty: 5345.069336
	Iteration 32Q: 3 clusters Score -9023848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -9023863.000000 Penalty: 5345.069336
	Iteration 33Q: 3 clusters Score -9023863 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -9023836.000000 Penalty: 5345.069336
	Iteration 34Q: 3 clusters Score -9023836 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -9023851.000000 Penalty: 5345.069336
	Iteration 35Q: 3 clusters Score -9023851 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -9023857.000000 Penalty: 5345.069336
	Iteration 36Q: 3 clusters Score -9023857 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -9023848.000000 Penalty: 5345.069336
	Iteration 37Q: 3 clusters Score -9023848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -9023876.000000 Penalty: 5345.069336
	Iteration 38Q: 3 clusters Score -9023876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -9023875.000000 Penalty: 5345.069336
	Iteration 39Q: 3 clusters Score -9023875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -9023885.000000 Penalty: 5345.069336
	Iteration 40F: 3 clusters Score -9023885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -9023878.000000 Penalty: 5345.069336
	Iteration 41Q: 3 clusters Score -9023878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -9023874.000000 Penalty: 5345.069336
	Iteration 42Q: 3 clusters Score -9023874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -9023866.000000 Penalty: 5345.069336
	Iteration 43Q: 3 clusters Score -9023866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -9023865.000000 Penalty: 5345.069336
	Iteration 44Q: 3 clusters Score -9023865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -9023865.000000 Penalty: 5345.069336
	Iteration 45Q: 3 clusters Score -9023865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -9023863.000000 Penalty: 5345.069336
	Iteration 46Q: 3 clusters Score -9023863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -9023861.000000 Penalty: 5345.069336
	Iteration 47Q: 3 clusters Score -9023861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -9023864.000000 Penalty: 5345.069336
	Iteration 48Q: 3 clusters Score -9023864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -9023864.000000 Penalty: 5345.069336
	Iteration 49F: 3 clusters Score -9023864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Entering Unmasked Estep 
Score: -7614711.500000 Penalty: 2634.639160
	Iteration 0F: 2 clusters Score -7614712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -7587018.500000 Penalty: 5269.278320
	Iteration 0F: 3 clusters Score -7587018 nChanged 18822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7597312.500000 Penalty: 5269.278320
	Iteration 1F: 3 clusters Score -7597312 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -7597815.500000 Penalty: 5269.278320
	Iteration 2Q: 3 clusters Score -7597816 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -7598322.500000 Penalty: 5269.278320
	Iteration 3Q: 3 clusters Score -7598322 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -7598995.000000 Penalty: 5269.278320
	Iteration 4Q: 3 clusters Score -7598995 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -7599920.000000 Penalty: 5269.278320
	Iteration 5Q: 3 clusters Score -7599920 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -7601313.500000 Penalty: 5269.278320
	Iteration 6F: 3 clusters Score -7601314 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -7603449.000000 Penalty: 5269.278320
	Iteration 7F: 3 clusters Score -7603449 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -7606198.500000 Penalty: 5269.278320
	Iteration 8F: 3 clusters Score -7606198 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7608929.000000 Penalty: 5269.278320
	Iteration 9F: 3 clusters Score -7608929 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7610811.000000 Penalty: 5269.278320
	Iteration 10Q: 3 clusters Score -7610811 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7611690.000000 Penalty: 5269.278320
	Iteration 11Q: 3 clusters Score -7611690 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7612066.500000 Penalty: 5269.278320
	Iteration 12Q: 3 clusters Score -7612066 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7612234.500000 Penalty: 5269.278320
	Iteration 13Q: 3 clusters Score -7612234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7612297.000000 Penalty: 5269.278320
	Iteration 14Q: 3 clusters Score -7612297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7612339.000000 Penalty: 5269.278320
	Iteration 15Q: 3 clusters Score -7612339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7612366.500000 Penalty: 5269.278320
	Iteration 16Q: 3 clusters Score -7612366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7612382.000000 Penalty: 5269.278320
	Iteration 17Q: 3 clusters Score -7612382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7612377.500000 Penalty: 5269.278320
	Iteration 18Q: 3 clusters Score -7612378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7612387.500000 Penalty: 5269.278320
	Iteration 19Q: 3 clusters Score -7612388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7612393.000000 Penalty: 5269.278320
	Iteration 20F: 3 clusters Score -7612393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7612406.000000 Penalty: 5269.278320
	Iteration 21Q: 3 clusters Score -7612406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7612406.500000 Penalty: 5269.278320
	Iteration 22Q: 3 clusters Score -7612406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7612406.500000 Penalty: 5269.278320
	Iteration 23F: 3 clusters Score -7612406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -110978.671875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110978.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -111370.601562 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111370.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -111533.429688 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -111637.812500 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -111637.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111725.781250 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111725.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -111836.445312 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111836.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112006.359375 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112006.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112156.398438 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112156.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -112277.921875 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112277.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112378.085938 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112378.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -112470.546875 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112470.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -112505.632812 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112505.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112513.460938 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112513.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112517.062500 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -112518.570312 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112518.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112521.546875 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112521.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -112528.117188 Penalty: 3305.546875
	Iteration 16F: 3 clusters Score -112528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112548.593750 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112548.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -112548.593750 Penalty: 3305.546875
	Iteration 18F: 3 clusters Score -112548.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -190573.031250 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -190573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188603.828125 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -188603.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -188888.500000 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -188888.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -189010.343750 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -189010.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -189074.125000 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -189074.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -189126.468750 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -189126.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -189159.843750 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -189159.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -189213.843750 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -189213.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -189266.703125 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -189266.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -189322.546875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -189322.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -189390.843750 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -189390.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -189517.765625 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -189517.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -189807.250000 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -189807.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -190134.171875 Penalty: 3463.500000
	Iteration 12F: 3 clusters Score -190134.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -190419.984375 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -190420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -190643.593750 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -190643.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -190767.312500 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -190767.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -190795.000000 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -190795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -190811.640625 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -190811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -190818.906250 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -190818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -190822.531250 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -190822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -190824.421875 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -190824.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -190826.453125 Penalty: 3463.500000
	Iteration 21Q: 3 clusters Score -190826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -190831.875000 Penalty: 3463.500000
	Iteration 22Q: 3 clusters Score -190831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -190843.140625 Penalty: 3463.500000
	Iteration 23Q: 3 clusters Score -190843.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -190876.078125 Penalty: 3463.500000
	Iteration 24Q: 3 clusters Score -190876.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190960.562500 Penalty: 3463.500000
	Iteration 25Q: 3 clusters Score -190960.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -191107.390625 Penalty: 3463.500000
	Iteration 26Q: 3 clusters Score -191107.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191131.500000 Penalty: 3463.500000
	Iteration 27Q: 3 clusters Score -191131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -191131.500000 Penalty: 3463.500000
	Iteration 28F: 3 clusters Score -191131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 47875 members 
Mstep: Class 4 contains 41091 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 545 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53267 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 40661 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26578 members 
Mstep: Class 18 contains 40261 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 46151 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45156 members 
Mstep: Class 31 contains 47223 members 
Mstep: Class 32 contains 533 members 
Entering Unmasked Estep 
Score: -137157552.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137158480.000000 to -137157552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 373 members 
Entering Unmasked Estep 
Score: -87293.390625 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87293.39 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -87866.406250 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87866.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88128.507812 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88128.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88373.562500 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88373.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -88510.421875 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88510.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -88595.562500 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88595.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88675.382812 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88675.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88748.062500 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88748.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -88771.343750 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88771.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88795.414062 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88795.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88847.398438 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88885.578125 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88885.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88904.921875 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88904.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88921.109375 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -88921.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88965.992188 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -88965.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88977.328125 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -88977.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88981.242188 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -88981.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88985.898438 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -88985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88988.054688 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -88988.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88993.289062 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -88993.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89000.562500 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -89000.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 47875 members 
Mstep: Class 4 contains 41091 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 398 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53267 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 40661 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26578 members 
Mstep: Class 18 contains 40261 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 46151 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45156 members 
Mstep: Class 31 contains 47223 members 
Mstep: Class 32 contains 330 members 
Entering Unmasked Estep 
Score: -137157200.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137158480.000000 to -137157200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (22013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Entering Unmasked Estep 
Score: -4115698.250000 Penalty: 2479.848389
	Iteration 0F: 2 clusters Score -4115698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -4100292.250000 Penalty: 4959.696777
	Iteration 0F: 3 clusters Score -4100292 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -4105523.000000 Penalty: 4959.696777
	Iteration 1F: 3 clusters Score -4105523 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4105931.250000 Penalty: 4959.696777
	Iteration 2F: 3 clusters Score -4105931 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4106293.500000 Penalty: 4959.696777
	Iteration 3Q: 3 clusters Score -4106294 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4106643.000000 Penalty: 4959.696777
	Iteration 4Q: 3 clusters Score -4106643 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -4106981.250000 Penalty: 4959.696777
	Iteration 5Q: 3 clusters Score -4106981 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4107372.250000 Penalty: 4959.696777
	Iteration 6Q: 3 clusters Score -4107372 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4107860.000000 Penalty: 4959.696777
	Iteration 7Q: 3 clusters Score -4107860 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4108462.750000 Penalty: 4959.696777
	Iteration 8Q: 3 clusters Score -4108463 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4109238.250000 Penalty: 4959.696777
	Iteration 9F: 3 clusters Score -4109238 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4110123.250000 Penalty: 4959.696777
	Iteration 10F: 3 clusters Score -4110123 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4110955.500000 Penalty: 4959.696777
	Iteration 11Q: 3 clusters Score -4110956 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -4111647.750000 Penalty: 4959.696777
	Iteration 12Q: 3 clusters Score -4111648 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -4112174.250000 Penalty: 4959.696777
	Iteration 13Q: 3 clusters Score -4112174 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -4112554.000000 Penalty: 4959.696777
	Iteration 14Q: 3 clusters Score -4112554 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -4112856.750000 Penalty: 4959.696777
	Iteration 15Q: 3 clusters Score -4112857 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -4113056.250000 Penalty: 4959.696777
	Iteration 16Q: 3 clusters Score -4113056 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4113163.250000 Penalty: 4959.696777
	Iteration 17Q: 3 clusters Score -4113163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -4113247.250000 Penalty: 4959.696777
	Iteration 18Q: 3 clusters Score -4113247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4113311.500000 Penalty: 4959.696777
	Iteration 19Q: 3 clusters Score -4113312 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -4113349.000000 Penalty: 4959.696777
	Iteration 20F: 3 clusters Score -4113349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4113383.250000 Penalty: 4959.696777
	Iteration 21Q: 3 clusters Score -4113383 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -4113419.250000 Penalty: 4959.696777
	Iteration 22Q: 3 clusters Score -4113419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4113446.000000 Penalty: 4959.696777
	Iteration 23Q: 3 clusters Score -4113446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4113463.750000 Penalty: 4959.696777
	Iteration 24Q: 3 clusters Score -4113464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4113491.000000 Penalty: 4959.696777
	Iteration 25Q: 3 clusters Score -4113491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4113499.750000 Penalty: 4959.696777
	Iteration 26Q: 3 clusters Score -4113500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -4113516.500000 Penalty: 4959.696777
	Iteration 27Q: 3 clusters Score -4113516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4113530.250000 Penalty: 4959.696777
	Iteration 28Q: 3 clusters Score -4113530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -4113529.250000 Penalty: 4959.696777
	Iteration 29Q: 3 clusters Score -4113529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4113535.500000 Penalty: 4959.696777
	Iteration 30Q: 3 clusters Score -4113536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -4113538.250000 Penalty: 4959.696777
	Iteration 31Q: 3 clusters Score -4113538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4113540.250000 Penalty: 4959.696777
	Iteration 32Q: 3 clusters Score -4113540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4113549.000000 Penalty: 4959.696777
	Iteration 33Q: 3 clusters Score -4113549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -4113556.750000 Penalty: 4959.696777
	Iteration 34Q: 3 clusters Score -4113557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4113557.500000 Penalty: 4959.696777
	Iteration 35Q: 3 clusters Score -4113558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4113556.250000 Penalty: 4959.696777
	Iteration 36Q: 3 clusters Score -4113556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4113556.000000 Penalty: 4959.696777
	Iteration 37Q: 3 clusters Score -4113556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4113559.000000 Penalty: 4959.696777
	Iteration 38Q: 3 clusters Score -4113559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -4113558.500000 Penalty: 4959.696777
	Iteration 39Q: 3 clusters Score -4113558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4113557.750000 Penalty: 4959.696777
	Iteration 40F: 3 clusters Score -4113558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4113559.500000 Penalty: 4959.696777
	Iteration 41Q: 3 clusters Score -4113560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4113561.250000 Penalty: 4959.696777
	Iteration 42Q: 3 clusters Score -4113561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4113558.500000 Penalty: 4959.696777
	Iteration 43Q: 3 clusters Score -4113558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4113560.750000 Penalty: 4959.696777
	Iteration 44Q: 3 clusters Score -4113561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4113564.000000 Penalty: 4959.696777
	Iteration 45Q: 3 clusters Score -4113564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4113564.750000 Penalty: 4959.696777
	Iteration 46Q: 3 clusters Score -4113565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4113564.750000 Penalty: 4959.696777
	Iteration 47F: 3 clusters Score -4113565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -164249.218750 Penalty: 1719.971924
	Iteration 0F: 2 clusters Score -164249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162331.218750 Penalty: 3439.943848
	Iteration 0F: 3 clusters Score -162331.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162910.906250 Penalty: 3439.943848
	Iteration 1F: 3 clusters Score -162910.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -163269.906250 Penalty: 3439.943848
	Iteration 2F: 3 clusters Score -163269.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -163405.375000 Penalty: 3439.943848
	Iteration 3F: 3 clusters Score -163405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163495.515625 Penalty: 3439.943848
	Iteration 4Q: 3 clusters Score -163495.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163569.140625 Penalty: 3439.943848
	Iteration 5Q: 3 clusters Score -163569.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -163602.468750 Penalty: 3439.943848
	Iteration 6Q: 3 clusters Score -163602.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163653.656250 Penalty: 3439.943848
	Iteration 7Q: 3 clusters Score -163653.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -163698.843750 Penalty: 3439.943848
	Iteration 8Q: 3 clusters Score -163698.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -163727.468750 Penalty: 3439.943848
	Iteration 9Q: 3 clusters Score -163727.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -163746.968750 Penalty: 3439.943848
	Iteration 10Q: 3 clusters Score -163747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -163763.093750 Penalty: 3439.943848
	Iteration 11Q: 3 clusters Score -163763.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -163767.718750 Penalty: 3439.943848
	Iteration 12Q: 3 clusters Score -163767.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163776.125000 Penalty: 3439.943848
	Iteration 13Q: 3 clusters Score -163776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163785.203125 Penalty: 3439.943848
	Iteration 14Q: 3 clusters Score -163785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163793.734375 Penalty: 3439.943848
	Iteration 15Q: 3 clusters Score -163793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163808.390625 Penalty: 3439.943848
	Iteration 16Q: 3 clusters Score -163808.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163831.265625 Penalty: 3439.943848
	Iteration 17Q: 3 clusters Score -163831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -163845.906250 Penalty: 3439.943848
	Iteration 18Q: 3 clusters Score -163845.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163868.593750 Penalty: 3439.943848
	Iteration 19Q: 3 clusters Score -163868.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163913.828125 Penalty: 3439.943848
	Iteration 20F: 3 clusters Score -163913.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163998.921875 Penalty: 3439.943848
	Iteration 21Q: 3 clusters Score -163998.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -164074.421875 Penalty: 3439.943848
	Iteration 22Q: 3 clusters Score -164074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -164121.015625 Penalty: 3439.943848
	Iteration 23Q: 3 clusters Score -164121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -164167.281250 Penalty: 3439.943848
	Iteration 24Q: 3 clusters Score -164167.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -164211.656250 Penalty: 3439.943848
	Iteration 25Q: 3 clusters Score -164211.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164242.703125 Penalty: 3439.943848
	Iteration 26Q: 3 clusters Score -164242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164254.187500 Penalty: 3439.943848
	Iteration 27Q: 3 clusters Score -164254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164267.718750 Penalty: 3439.943848
	Iteration 28Q: 3 clusters Score -164267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -164285.281250 Penalty: 3439.943848
	Iteration 29Q: 3 clusters Score -164285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -164294.015625 Penalty: 3439.943848
	Iteration 30Q: 3 clusters Score -164294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164295.515625 Penalty: 3439.943848
	Iteration 31Q: 3 clusters Score -164295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164295.515625 Penalty: 3439.943848
	Iteration 32F: 3 clusters Score -164295.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 47875 members 
Mstep: Class 4 contains 41091 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 357 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53267 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 40661 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26578 members 
Mstep: Class 18 contains 40261 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 46151 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45156 members 
Mstep: Class 31 contains 47223 members 
Mstep: Class 32 contains 671 members 
Entering Unmasked Estep 
Score: -137157104.000000 Penalty: 107320.632812
Splitting cluster 9 changes total score from -137158480.000000 to -137157104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Entering Unmasked Estep 
Score: -8546449.000000 Penalty: 2660.563721
	Iteration 0F: 2 clusters Score -8546449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8516560.000000 Penalty: 5321.127441
	Iteration 0F: 3 clusters Score -8516560 nChanged 20945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -8527913.000000 Penalty: 5321.127441
	Iteration 1F: 3 clusters Score -8527913 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -8528400.000000 Penalty: 5321.127441
	Iteration 2Q: 3 clusters Score -8528400 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -8528875.000000 Penalty: 5321.127441
	Iteration 3Q: 3 clusters Score -8528875 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8529329.000000 Penalty: 5321.127441
	Iteration 4Q: 3 clusters Score -8529329 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -8529909.000000 Penalty: 5321.127441
	Iteration 5Q: 3 clusters Score -8529909 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -8530541.000000 Penalty: 5321.127441
	Iteration 6Q: 3 clusters Score -8530541 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8531345.000000 Penalty: 5321.127441
	Iteration 7Q: 3 clusters Score -8531345 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -8532537.000000 Penalty: 5321.127441
	Iteration 8Q: 3 clusters Score -8532537 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8534248.000000 Penalty: 5321.127441
	Iteration 9F: 3 clusters Score -8534248 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -8536294.000000 Penalty: 5321.127441
	Iteration 10F: 3 clusters Score -8536294 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -8538343.000000 Penalty: 5321.127441
	Iteration 11F: 3 clusters Score -8538343 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -8539907.000000 Penalty: 5321.127441
	Iteration 12Q: 3 clusters Score -8539907 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8541028.000000 Penalty: 5321.127441
	Iteration 13Q: 3 clusters Score -8541028 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8541786.000000 Penalty: 5321.127441
	Iteration 14Q: 3 clusters Score -8541786 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8542377.000000 Penalty: 5321.127441
	Iteration 15Q: 3 clusters Score -8542377 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8542850.000000 Penalty: 5321.127441
	Iteration 16Q: 3 clusters Score -8542850 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8543267.000000 Penalty: 5321.127441
	Iteration 17Q: 3 clusters Score -8543267 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8543544.000000 Penalty: 5321.127441
	Iteration 18Q: 3 clusters Score -8543544 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8543723.000000 Penalty: 5321.127441
	Iteration 19Q: 3 clusters Score -8543723 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8543850.000000 Penalty: 5321.127441
	Iteration 20F: 3 clusters Score -8543850 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8543926.000000 Penalty: 5321.127441
	Iteration 21Q: 3 clusters Score -8543926 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8544032.000000 Penalty: 5321.127441
	Iteration 22Q: 3 clusters Score -8544032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8544058.000000 Penalty: 5321.127441
	Iteration 23Q: 3 clusters Score -8544058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8544095.000000 Penalty: 5321.127441
	Iteration 24Q: 3 clusters Score -8544095 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8544115.000000 Penalty: 5321.127441
	Iteration 25Q: 3 clusters Score -8544115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8544135.000000 Penalty: 5321.127441
	Iteration 26Q: 3 clusters Score -8544135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8544166.000000 Penalty: 5321.127441
	Iteration 27Q: 3 clusters Score -8544166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8544173.000000 Penalty: 5321.127441
	Iteration 28Q: 3 clusters Score -8544173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8544189.000000 Penalty: 5321.127441
	Iteration 29Q: 3 clusters Score -8544189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8544209.000000 Penalty: 5321.127441
	Iteration 30Q: 3 clusters Score -8544209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8544222.000000 Penalty: 5321.127441
	Iteration 31Q: 3 clusters Score -8544222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8544233.000000 Penalty: 5321.127441
	Iteration 32Q: 3 clusters Score -8544233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8544239.000000 Penalty: 5321.127441
	Iteration 33Q: 3 clusters Score -8544239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8544245.000000 Penalty: 5321.127441
	Iteration 34Q: 3 clusters Score -8544245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8544244.000000 Penalty: 5321.127441
	Iteration 35Q: 3 clusters Score -8544244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8544245.000000 Penalty: 5321.127441
	Iteration 36Q: 3 clusters Score -8544245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8544252.000000 Penalty: 5321.127441
	Iteration 37Q: 3 clusters Score -8544252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8544251.000000 Penalty: 5321.127441
	Iteration 38Q: 3 clusters Score -8544251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8544261.000000 Penalty: 5321.127441
	Iteration 39Q: 3 clusters Score -8544261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8544261.000000 Penalty: 5321.127441
	Iteration 40F: 3 clusters Score -8544261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -200219.234375 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -200219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -198191.531250 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -198191.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198524.421875 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -198524.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198599.906250 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -198599.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -198642.640625 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -198642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -198673.000000 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -198673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -198694.406250 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -198694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -198718.531250 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -198718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -198730.437500 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -198730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -198744.640625 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -198744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -198759.250000 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -198759.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -198772.687500 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -198772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -198791.234375 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -198791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -198804.843750 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -198804.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -198817.406250 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -198817.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -198820.515625 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -198820.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198822.968750 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -198823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -198823.640625 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -198823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -198823.640625 Penalty: 3504.967529
	Iteration 17F: 3 clusters Score -198823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Entering Unmasked Estep 
Score: -10000499.000000 Penalty: 2699.001953
	Iteration 0F: 2 clusters Score -1.00005e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -9969544.000000 Penalty: 5398.003906
	Iteration 0F: 3 clusters Score -9969544 nChanged 24622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -9983018.000000 Penalty: 5398.003906
	Iteration 1F: 3 clusters Score -9983018 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -9983718.000000 Penalty: 5398.003906
	Iteration 2Q: 3 clusters Score -9983718 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -9984557.000000 Penalty: 5398.003906
	Iteration 3Q: 3 clusters Score -9984557 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -9985608.000000 Penalty: 5398.003906
	Iteration 4Q: 3 clusters Score -9985608 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -9986961.000000 Penalty: 5398.003906
	Iteration 5Q: 3 clusters Score -9986961 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -9988913.000000 Penalty: 5398.003906
	Iteration 6F: 3 clusters Score -9988913 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -9991203.000000 Penalty: 5398.003906
	Iteration 7F: 3 clusters Score -9991203 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -9993390.000000 Penalty: 5398.003906
	Iteration 8F: 3 clusters Score -9993390 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -9994783.000000 Penalty: 5398.003906
	Iteration 9Q: 3 clusters Score -9994783 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -9995673.000000 Penalty: 5398.003906
	Iteration 10Q: 3 clusters Score -9995673 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -9996387.000000 Penalty: 5398.003906
	Iteration 11Q: 3 clusters Score -9996387 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -9996720.000000 Penalty: 5398.003906
	Iteration 12Q: 3 clusters Score -9996720 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -9996992.000000 Penalty: 5398.003906
	Iteration 13Q: 3 clusters Score -9996992 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -9997093.000000 Penalty: 5398.003906
	Iteration 14Q: 3 clusters Score -9997093 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -9997179.000000 Penalty: 5398.003906
	Iteration 15Q: 3 clusters Score -9997179 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -9997297.000000 Penalty: 5398.003906
	Iteration 16Q: 3 clusters Score -9997297 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -9997378.000000 Penalty: 5398.003906
	Iteration 17Q: 3 clusters Score -9997378 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -9997395.000000 Penalty: 5398.003906
	Iteration 18Q: 3 clusters Score -9997395 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -9997472.000000 Penalty: 5398.003906
	Iteration 19Q: 3 clusters Score -9997472 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9997539.000000 Penalty: 5398.003906
	Iteration 20F: 3 clusters Score -9997539 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -9997561.000000 Penalty: 5398.003906
	Iteration 21Q: 3 clusters Score -9997561 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -9997658.000000 Penalty: 5398.003906
	Iteration 22Q: 3 clusters Score -9997658 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -9997744.000000 Penalty: 5398.003906
	Iteration 23Q: 3 clusters Score -9997744 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -9997845.000000 Penalty: 5398.003906
	Iteration 24Q: 3 clusters Score -9997845 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 45522 members 
Entering Unmasked Estep 
Score: -9997847.000000 Penalty: 5398.003906
	Iteration 25Q: 3 clusters Score -9997847 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -9997982.000000 Penalty: 5398.003906
	Iteration 26Q: 3 clusters Score -9997982 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -9998079.000000 Penalty: 5398.003906
	Iteration 27Q: 3 clusters Score -9998079 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -9998281.000000 Penalty: 5398.003906
	Iteration 28Q: 3 clusters Score -9998281 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -9998471.000000 Penalty: 5398.003906
	Iteration 29Q: 3 clusters Score -9998471 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -9998686.000000 Penalty: 5398.003906
	Iteration 30Q: 3 clusters Score -9998686 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -9998953.000000 Penalty: 5398.003906
	Iteration 31Q: 3 clusters Score -9998953 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -9999186.000000 Penalty: 5398.003906
	Iteration 32Q: 3 clusters Score -9999186 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -9999307.000000 Penalty: 5398.003906
	Iteration 33Q: 3 clusters Score -9999307 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -9999395.000000 Penalty: 5398.003906
	Iteration 34Q: 3 clusters Score -9999395 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -9999518.000000 Penalty: 5398.003906
	Iteration 35Q: 3 clusters Score -9999518 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -9999584.000000 Penalty: 5398.003906
	Iteration 36Q: 3 clusters Score -9999584 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -9999612.000000 Penalty: 5398.003906
	Iteration 37Q: 3 clusters Score -9999612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -9999646.000000 Penalty: 5398.003906
	Iteration 38Q: 3 clusters Score -9999646 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 39222 members 
Entering Unmasked Estep 
Score: -9999658.000000 Penalty: 5398.003906
	Iteration 39Q: 3 clusters Score -9999658 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -9999890.000000 Penalty: 5398.003906
	Iteration 40F: 3 clusters Score -9999890 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -10000102.000000 Penalty: 5398.003906
	Iteration 41Q: 3 clusters Score -1.00001e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -10000158.000000 Penalty: 5398.003906
	Iteration 42Q: 3 clusters Score -1.000016e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -10000212.000000 Penalty: 5398.003906
	Iteration 43Q: 3 clusters Score -1.000021e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -10000269.000000 Penalty: 5398.003906
	Iteration 44Q: 3 clusters Score -1.000027e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -10000359.000000 Penalty: 5398.003906
	Iteration 45Q: 3 clusters Score -1.000036e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10000376.000000 Penalty: 5398.003906
	Iteration 46Q: 3 clusters Score -1.000038e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -10000436.000000 Penalty: 5398.003906
	Iteration 47Q: 3 clusters Score -1.000044e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -10000504.000000 Penalty: 5398.003906
	Iteration 48Q: 3 clusters Score -1.00005e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -10000542.000000 Penalty: 5398.003906
	Iteration 49Q: 3 clusters Score -1.000054e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -10000526.000000 Penalty: 5398.003906
	Iteration 50Q: 3 clusters Score -1.000053e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -10000484.000000 Penalty: 5398.003906
	Iteration 51Q: 3 clusters Score -1.000048e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -10000515.000000 Penalty: 5398.003906
	Iteration 52Q: 3 clusters Score -1.000052e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -10000515.000000 Penalty: 5398.003906
	Iteration 53Q: 3 clusters Score -1.000052e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -10000503.000000 Penalty: 5398.003906
	Iteration 54Q: 3 clusters Score -1.00005e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -10000510.000000 Penalty: 5398.003906
	Iteration 55Q: 3 clusters Score -1.000051e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -10000543.000000 Penalty: 5398.003906
	Iteration 56Q: 3 clusters Score -1.000054e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -10000577.000000 Penalty: 5398.003906
	Iteration 57Q: 3 clusters Score -1.000058e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -10000564.000000 Penalty: 5398.003906
	Iteration 58Q: 3 clusters Score -1.000056e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -10000577.000000 Penalty: 5398.003906
	Iteration 59Q: 3 clusters Score -1.000058e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -10000619.000000 Penalty: 5398.003906
	Iteration 60F: 3 clusters Score -1.000062e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -10000609.000000 Penalty: 5398.003906
	Iteration 61Q: 3 clusters Score -1.000061e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -10000663.000000 Penalty: 5398.003906
	Iteration 62Q: 3 clusters Score -1.000066e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -10000687.000000 Penalty: 5398.003906
	Iteration 63Q: 3 clusters Score -1.000069e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -10000725.000000 Penalty: 5398.003906
	Iteration 64Q: 3 clusters Score -1.000072e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -10000696.000000 Penalty: 5398.003906
	Iteration 65Q: 3 clusters Score -1.00007e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -10000716.000000 Penalty: 5398.003906
	Iteration 66Q: 3 clusters Score -1.000072e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -10000737.000000 Penalty: 5398.003906
	Iteration 67Q: 3 clusters Score -1.000074e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 29264 members 
Entering Unmasked Estep 
Score: -10000716.000000 Penalty: 5398.003906
	Iteration 68Q: 3 clusters Score -1.000072e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -10000715.000000 Penalty: 5398.003906
	Iteration 69Q: 3 clusters Score -1.000072e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -10000725.000000 Penalty: 5398.003906
	Iteration 70Q: 3 clusters Score -1.000072e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -10000729.000000 Penalty: 5398.003906
	Iteration 71Q: 3 clusters Score -1.000073e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -10000765.000000 Penalty: 5398.003906
	Iteration 72Q: 3 clusters Score -1.000076e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -10000764.000000 Penalty: 5398.003906
	Iteration 73Q: 3 clusters Score -1.000076e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 27861 members 
Entering Unmasked Estep 
Score: -10000785.000000 Penalty: 5398.003906
	Iteration 74Q: 3 clusters Score -1.000078e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -10000867.000000 Penalty: 5398.003906
	Iteration 75Q: 3 clusters Score -1.000087e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -10000854.000000 Penalty: 5398.003906
	Iteration 76Q: 3 clusters Score -1.000085e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -10000839.000000 Penalty: 5398.003906
	Iteration 77Q: 3 clusters Score -1.000084e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -10000897.000000 Penalty: 5398.003906
	Iteration 78Q: 3 clusters Score -1.00009e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -10000896.000000 Penalty: 5398.003906
	Iteration 79Q: 3 clusters Score -1.00009e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -10000854.000000 Penalty: 5398.003906
	Iteration 80F: 3 clusters Score -1.000085e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -10000896.000000 Penalty: 5398.003906
	Iteration 81Q: 3 clusters Score -1.00009e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -10000898.000000 Penalty: 5398.003906
	Iteration 82Q: 3 clusters Score -1.00009e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -10000895.000000 Penalty: 5398.003906
	Iteration 83Q: 3 clusters Score -1.00009e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28281 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -10000896.000000 Penalty: 5398.003906
	Iteration 84Q: 3 clusters Score -1.00009e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -10000908.000000 Penalty: 5398.003906
	Iteration 85Q: 3 clusters Score -1.000091e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -10000920.000000 Penalty: 5398.003906
	Iteration 86Q: 3 clusters Score -1.000092e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -10000910.000000 Penalty: 5398.003906
	Iteration 87Q: 3 clusters Score -1.000091e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -10000912.000000 Penalty: 5398.003906
	Iteration 88Q: 3 clusters Score -1.000091e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -10000913.000000 Penalty: 5398.003906
	Iteration 89Q: 3 clusters Score -1.000091e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -10000896.000000 Penalty: 5398.003906
	Iteration 90Q: 3 clusters Score -1.00009e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -10000905.000000 Penalty: 5398.003906
	Iteration 91Q: 3 clusters Score -1.00009e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -10000915.000000 Penalty: 5398.003906
	Iteration 92Q: 3 clusters Score -1.000092e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -10000889.000000 Penalty: 5398.003906
	Iteration 93Q: 3 clusters Score -1.000089e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -10000911.000000 Penalty: 5398.003906
	Iteration 94Q: 3 clusters Score -1.000091e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -10000934.000000 Penalty: 5398.003906
	Iteration 95Q: 3 clusters Score -1.000093e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -10000931.000000 Penalty: 5398.003906
	Iteration 96Q: 3 clusters Score -1.000093e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -10000930.000000 Penalty: 5398.003906
	Iteration 97Q: 3 clusters Score -1.000093e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -10000945.000000 Penalty: 5398.003906
	Iteration 98Q: 3 clusters Score -1.000094e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -10000935.000000 Penalty: 5398.003906
	Iteration 99Q: 3 clusters Score -1.000094e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -10000972.000000 Penalty: 5398.003906
	Iteration 100F: 3 clusters Score -1.000097e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -10000946.000000 Penalty: 5398.003906
	Iteration 101Q: 3 clusters Score -1.000095e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -10000983.000000 Penalty: 5398.003906
	Iteration 102Q: 3 clusters Score -1.000098e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -10000951.000000 Penalty: 5398.003906
	Iteration 103Q: 3 clusters Score -1.000095e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -10001003.000000 Penalty: 5398.003906
	Iteration 104Q: 3 clusters Score -1.0001e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -10000962.000000 Penalty: 5398.003906
	Iteration 105Q: 3 clusters Score -1.000096e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32475 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -10000976.000000 Penalty: 5398.003906
	Iteration 106Q: 3 clusters Score -1.000098e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -10000979.000000 Penalty: 5398.003906
	Iteration 107Q: 3 clusters Score -1.000098e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -10000955.000000 Penalty: 5398.003906
	Iteration 108Q: 3 clusters Score -1.000096e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -10000950.000000 Penalty: 5398.003906
	Iteration 109Q: 3 clusters Score -1.000095e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -10000986.000000 Penalty: 5398.003906
	Iteration 110Q: 3 clusters Score -1.000099e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -10000978.000000 Penalty: 5398.003906
	Iteration 111Q: 3 clusters Score -1.000098e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -10001028.000000 Penalty: 5398.003906
	Iteration 112Q: 3 clusters Score -1.000103e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -10001038.000000 Penalty: 5398.003906
	Iteration 113Q: 3 clusters Score -1.000104e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -10001051.000000 Penalty: 5398.003906
	Iteration 114Q: 3 clusters Score -1.000105e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -10001046.000000 Penalty: 5398.003906
	Iteration 115Q: 3 clusters Score -1.000105e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -10001077.000000 Penalty: 5398.003906
	Iteration 116Q: 3 clusters Score -1.000108e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36374 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -10001068.000000 Penalty: 5398.003906
	Iteration 117Q: 3 clusters Score -1.000107e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -10001063.000000 Penalty: 5398.003906
	Iteration 118Q: 3 clusters Score -1.000106e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -10001048.000000 Penalty: 5398.003906
	Iteration 119Q: 3 clusters Score -1.000105e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -10001022.000000 Penalty: 5398.003906
	Iteration 120F: 3 clusters Score -1.000102e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -10000975.000000 Penalty: 5398.003906
	Iteration 121Q: 3 clusters Score -1.000098e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -10000933.000000 Penalty: 5398.003906
	Iteration 122Q: 3 clusters Score -1.000093e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -10000952.000000 Penalty: 5398.003906
	Iteration 123Q: 3 clusters Score -1.000095e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -10000957.000000 Penalty: 5398.003906
	Iteration 124Q: 3 clusters Score -1.000096e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -10000942.000000 Penalty: 5398.003906
	Iteration 125Q: 3 clusters Score -1.000094e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -10000882.000000 Penalty: 5398.003906
	Iteration 126Q: 3 clusters Score -1.000088e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -10000824.000000 Penalty: 5398.003906
	Iteration 127Q: 3 clusters Score -1.000082e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -10000766.000000 Penalty: 5398.003906
	Iteration 128Q: 3 clusters Score -1.000077e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -10000719.000000 Penalty: 5398.003906
	Iteration 129Q: 3 clusters Score -1.000072e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -10000667.000000 Penalty: 5398.003906
	Iteration 130Q: 3 clusters Score -1.000067e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10000634.000000 Penalty: 5398.003906
	Iteration 131Q: 3 clusters Score -1.000063e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -10000505.000000 Penalty: 5398.003906
	Iteration 132Q: 3 clusters Score -1.00005e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -10000405.000000 Penalty: 5398.003906
	Iteration 133Q: 3 clusters Score -1.00004e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -10000308.000000 Penalty: 5398.003906
	Iteration 134Q: 3 clusters Score -1.000031e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -10000146.000000 Penalty: 5398.003906
	Iteration 135Q: 3 clusters Score -1.000015e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -9999999.000000 Penalty: 5398.003906
	Iteration 136Q: 3 clusters Score -9999999 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -9999748.000000 Penalty: 5398.003906
	Iteration 137Q: 3 clusters Score -9999748 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -9999544.000000 Penalty: 5398.003906
	Iteration 138Q: 3 clusters Score -9999544 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -9999491.000000 Penalty: 5398.003906
	Iteration 139Q: 3 clusters Score -9999491 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -9999371.000000 Penalty: 5398.003906
	Iteration 140F: 3 clusters Score -9999371 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -9999203.000000 Penalty: 5398.003906
	Iteration 141Q: 3 clusters Score -9999203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -9999115.000000 Penalty: 5398.003906
	Iteration 142Q: 3 clusters Score -9999115 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -9999021.000000 Penalty: 5398.003906
	Iteration 143Q: 3 clusters Score -9999021 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -9999096.000000 Penalty: 5398.003906
	Iteration 144Q: 3 clusters Score -9999096 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -9999095.000000 Penalty: 5398.003906
	Iteration 145Q: 3 clusters Score -9999095 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -9999112.000000 Penalty: 5398.003906
	Iteration 146Q: 3 clusters Score -9999112 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -9999133.000000 Penalty: 5398.003906
	Iteration 147Q: 3 clusters Score -9999133 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -9999142.000000 Penalty: 5398.003906
	Iteration 148Q: 3 clusters Score -9999142 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -9999071.000000 Penalty: 5398.003906
	Iteration 149Q: 3 clusters Score -9999071 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9999104.000000 Penalty: 5398.003906
	Iteration 150Q: 3 clusters Score -9999104 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -9999087.000000 Penalty: 5398.003906
	Iteration 151Q: 3 clusters Score -9999087 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9999034.000000 Penalty: 5398.003906
	Iteration 152Q: 3 clusters Score -9999034 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -9999027.000000 Penalty: 5398.003906
	Iteration 153Q: 3 clusters Score -9999027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -9999024.000000 Penalty: 5398.003906
	Iteration 154Q: 3 clusters Score -9999024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -9999008.000000 Penalty: 5398.003906
	Iteration 155Q: 3 clusters Score -9999008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -9998999.000000 Penalty: 5398.003906
	Iteration 156Q: 3 clusters Score -9998999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -9998984.000000 Penalty: 5398.003906
	Iteration 157Q: 3 clusters Score -9998984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9999001.000000 Penalty: 5398.003906
	Iteration 158Q: 3 clusters Score -9999001 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9999002.000000 Penalty: 5398.003906
	Iteration 159Q: 3 clusters Score -9999002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -9998993.000000 Penalty: 5398.003906
	Iteration 160F: 3 clusters Score -9998993 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -9998974.000000 Penalty: 5398.003906
	Iteration 161Q: 3 clusters Score -9998974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9998975.000000 Penalty: 5398.003906
	Iteration 162Q: 3 clusters Score -9998975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9998970.000000 Penalty: 5398.003906
	Iteration 163Q: 3 clusters Score -9998970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9998945.000000 Penalty: 5398.003906
	Iteration 164Q: 3 clusters Score -9998945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9998927.000000 Penalty: 5398.003906
	Iteration 165Q: 3 clusters Score -9998927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9998921.000000 Penalty: 5398.003906
	Iteration 166Q: 3 clusters Score -9998921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9998909.000000 Penalty: 5398.003906
	Iteration 167Q: 3 clusters Score -9998909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50900 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9998900.000000 Penalty: 5398.003906
	Iteration 168Q: 3 clusters Score -9998900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9998880.000000 Penalty: 5398.003906
	Iteration 169Q: 3 clusters Score -9998880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9998863.000000 Penalty: 5398.003906
	Iteration 170Q: 3 clusters Score -9998863 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -9998864.000000 Penalty: 5398.003906
	Iteration 171Q: 3 clusters Score -9998864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9998846.000000 Penalty: 5398.003906
	Iteration 172Q: 3 clusters Score -9998846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9998835.000000 Penalty: 5398.003906
	Iteration 173Q: 3 clusters Score -9998835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9998844.000000 Penalty: 5398.003906
	Iteration 174Q: 3 clusters Score -9998844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9998834.000000 Penalty: 5398.003906
	Iteration 175Q: 3 clusters Score -9998834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9998819.000000 Penalty: 5398.003906
	Iteration 176Q: 3 clusters Score -9998819 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9998829.000000 Penalty: 5398.003906
	Iteration 177Q: 3 clusters Score -9998829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -9998846.000000 Penalty: 5398.003906
	Iteration 178Q: 3 clusters Score -9998846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9998848.000000 Penalty: 5398.003906
	Iteration 179Q: 3 clusters Score -9998848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9998844.000000 Penalty: 5398.003906
	Iteration 180F: 3 clusters Score -9998844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9998867.000000 Penalty: 5398.003906
	Iteration 181Q: 3 clusters Score -9998867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51401 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -9998861.000000 Penalty: 5398.003906
	Iteration 182Q: 3 clusters Score -9998861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51412 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9998856.000000 Penalty: 5398.003906
	Iteration 183Q: 3 clusters Score -9998856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9998859.000000 Penalty: 5398.003906
	Iteration 184Q: 3 clusters Score -9998859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9998871.000000 Penalty: 5398.003906
	Iteration 185Q: 3 clusters Score -9998871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9998865.000000 Penalty: 5398.003906
	Iteration 186Q: 3 clusters Score -9998865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9998864.000000 Penalty: 5398.003906
	Iteration 187Q: 3 clusters Score -9998864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9998864.000000 Penalty: 5398.003906
	Iteration 188Q: 3 clusters Score -9998864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9998866.000000 Penalty: 5398.003906
	Iteration 189Q: 3 clusters Score -9998866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51467 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9998860.000000 Penalty: 5398.003906
	Iteration 190Q: 3 clusters Score -9998860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9998871.000000 Penalty: 5398.003906
	Iteration 191Q: 3 clusters Score -9998871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9998868.000000 Penalty: 5398.003906
	Iteration 192Q: 3 clusters Score -9998868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51478 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9998873.000000 Penalty: 5398.003906
	Iteration 193Q: 3 clusters Score -9998873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9998870.000000 Penalty: 5398.003906
	Iteration 194Q: 3 clusters Score -9998870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51488 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9998863.000000 Penalty: 5398.003906
	Iteration 195Q: 3 clusters Score -9998863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9998861.000000 Penalty: 5398.003906
	Iteration 196Q: 3 clusters Score -9998861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9998863.000000 Penalty: 5398.003906
	Iteration 197Q: 3 clusters Score -9998863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9998860.000000 Penalty: 5398.003906
	Iteration 198Q: 3 clusters Score -9998860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9998859.000000 Penalty: 5398.003906
	Iteration 199Q: 3 clusters Score -9998859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9998864.000000 Penalty: 5398.003906
	Iteration 200F: 3 clusters Score -9998864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9998869.000000 Penalty: 5398.003906
	Iteration 201Q: 3 clusters Score -9998869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9998869.000000 Penalty: 5398.003906
	Iteration 202F: 3 clusters Score -9998869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -1186254.750000 Penalty: 2174.490723
	Iteration 0F: 2 clusters Score -1186255 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 3171 members 
Entering Unmasked Estep 
Score: -1180874.125000 Penalty: 4348.981445
	Iteration 0F: 3 clusters Score -1180874 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1182268.500000 Penalty: 4348.981445
	Iteration 1F: 3 clusters Score -1182268 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1182474.250000 Penalty: 4348.981445
	Iteration 2F: 3 clusters Score -1182474 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1182590.125000 Penalty: 4348.981445
	Iteration 3Q: 3 clusters Score -1182590 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1182668.750000 Penalty: 4348.981445
	Iteration 4Q: 3 clusters Score -1182669 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1182732.625000 Penalty: 4348.981445
	Iteration 5Q: 3 clusters Score -1182733 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1182768.125000 Penalty: 4348.981445
	Iteration 6Q: 3 clusters Score -1182768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1182799.375000 Penalty: 4348.981445
	Iteration 7Q: 3 clusters Score -1182799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1182826.250000 Penalty: 4348.981445
	Iteration 8Q: 3 clusters Score -1182826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1182856.500000 Penalty: 4348.981445
	Iteration 9Q: 3 clusters Score -1182856 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1182876.625000 Penalty: 4348.981445
	Iteration 10Q: 3 clusters Score -1182877 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1182894.500000 Penalty: 4348.981445
	Iteration 11Q: 3 clusters Score -1182894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1182911.750000 Penalty: 4348.981445
	Iteration 12Q: 3 clusters Score -1182912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1182937.875000 Penalty: 4348.981445
	Iteration 13Q: 3 clusters Score -1182938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1182958.250000 Penalty: 4348.981445
	Iteration 14Q: 3 clusters Score -1182958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1182983.875000 Penalty: 4348.981445
	Iteration 15Q: 3 clusters Score -1182984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1183012.250000 Penalty: 4348.981445
	Iteration 16Q: 3 clusters Score -1183012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1183049.125000 Penalty: 4348.981445
	Iteration 17Q: 3 clusters Score -1183049 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1183095.250000 Penalty: 4348.981445
	Iteration 18Q: 3 clusters Score -1183095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1183149.625000 Penalty: 4348.981445
	Iteration 19Q: 3 clusters Score -1183150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1183205.500000 Penalty: 4348.981445
	Iteration 20F: 3 clusters Score -1183206 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1183274.500000 Penalty: 4348.981445
	Iteration 21Q: 3 clusters Score -1183274 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1183353.250000 Penalty: 4348.981445
	Iteration 22Q: 3 clusters Score -1183353 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1183454.000000 Penalty: 4348.981445
	Iteration 23Q: 3 clusters Score -1183454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1183555.125000 Penalty: 4348.981445
	Iteration 24Q: 3 clusters Score -1183555 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1183669.500000 Penalty: 4348.981445
	Iteration 25Q: 3 clusters Score -1183670 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1183787.500000 Penalty: 4348.981445
	Iteration 26Q: 3 clusters Score -1183788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1183901.750000 Penalty: 4348.981445
	Iteration 27Q: 3 clusters Score -1183902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1183993.125000 Penalty: 4348.981445
	Iteration 28Q: 3 clusters Score -1183993 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1184069.000000 Penalty: 4348.981445
	Iteration 29Q: 3 clusters Score -1184069 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1184128.500000 Penalty: 4348.981445
	Iteration 30Q: 3 clusters Score -1184128 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1184169.875000 Penalty: 4348.981445
	Iteration 31Q: 3 clusters Score -1184170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1184205.125000 Penalty: 4348.981445
	Iteration 32Q: 3 clusters Score -1184205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1184231.125000 Penalty: 4348.981445
	Iteration 33Q: 3 clusters Score -1184231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1184253.125000 Penalty: 4348.981445
	Iteration 34Q: 3 clusters Score -1184253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1184280.125000 Penalty: 4348.981445
	Iteration 35Q: 3 clusters Score -1184280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1184297.750000 Penalty: 4348.981445
	Iteration 36Q: 3 clusters Score -1184298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1184311.750000 Penalty: 4348.981445
	Iteration 37Q: 3 clusters Score -1184312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1184316.875000 Penalty: 4348.981445
	Iteration 38Q: 3 clusters Score -1184317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1184319.750000 Penalty: 4348.981445
	Iteration 39Q: 3 clusters Score -1184320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1184324.000000 Penalty: 4348.981445
	Iteration 40F: 3 clusters Score -1184324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1184327.625000 Penalty: 4348.981445
	Iteration 41Q: 3 clusters Score -1184328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1184330.875000 Penalty: 4348.981445
	Iteration 42Q: 3 clusters Score -1184331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1184332.375000 Penalty: 4348.981445
	Iteration 43Q: 3 clusters Score -1184332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1184337.375000 Penalty: 4348.981445
	Iteration 44Q: 3 clusters Score -1184337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1184340.375000 Penalty: 4348.981445
	Iteration 45Q: 3 clusters Score -1184340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1184340.750000 Penalty: 4348.981445
	Iteration 46Q: 3 clusters Score -1184341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1184343.500000 Penalty: 4348.981445
	Iteration 47Q: 3 clusters Score -1184344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1184347.875000 Penalty: 4348.981445
	Iteration 48Q: 3 clusters Score -1184348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1184351.750000 Penalty: 4348.981445
	Iteration 49Q: 3 clusters Score -1184352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1184352.750000 Penalty: 4348.981445
	Iteration 50Q: 3 clusters Score -1184353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1184355.500000 Penalty: 4348.981445
	Iteration 51Q: 3 clusters Score -1184356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1184356.125000 Penalty: 4348.981445
	Iteration 52Q: 3 clusters Score -1184356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1184356.125000 Penalty: 4348.981445
	Iteration 53F: 3 clusters Score -1184356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Entering Unmasked Estep 
Score: -7911220.000000 Penalty: 2640.908203
	Iteration 0F: 2 clusters Score -7911220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7883004.500000 Penalty: 5281.816406
	Iteration 0F: 3 clusters Score -7883004 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -7893554.500000 Penalty: 5281.816406
	Iteration 1F: 3 clusters Score -7893554 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -7894021.000000 Penalty: 5281.816406
	Iteration 2Q: 3 clusters Score -7894021 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -7894593.000000 Penalty: 5281.816406
	Iteration 3Q: 3 clusters Score -7894593 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -7895364.000000 Penalty: 5281.816406
	Iteration 4Q: 3 clusters Score -7895364 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -7896446.500000 Penalty: 5281.816406
	Iteration 5F: 3 clusters Score -7896446 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -7898128.000000 Penalty: 5281.816406
	Iteration 6F: 3 clusters Score -7898128 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7900460.500000 Penalty: 5281.816406
	Iteration 7F: 3 clusters Score -7900460 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -7902923.500000 Penalty: 5281.816406
	Iteration 8F: 3 clusters Score -7902924 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -7905134.500000 Penalty: 5281.816406
	Iteration 9F: 3 clusters Score -7905134 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7906732.500000 Penalty: 5281.816406
	Iteration 10Q: 3 clusters Score -7906732 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7907609.500000 Penalty: 5281.816406
	Iteration 11Q: 3 clusters Score -7907610 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -7908064.500000 Penalty: 5281.816406
	Iteration 12Q: 3 clusters Score -7908064 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7908336.000000 Penalty: 5281.816406
	Iteration 13Q: 3 clusters Score -7908336 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7908484.500000 Penalty: 5281.816406
	Iteration 14Q: 3 clusters Score -7908484 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7908591.500000 Penalty: 5281.816406
	Iteration 15Q: 3 clusters Score -7908592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7908682.000000 Penalty: 5281.816406
	Iteration 16Q: 3 clusters Score -7908682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7908726.500000 Penalty: 5281.816406
	Iteration 17Q: 3 clusters Score -7908726 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7908775.500000 Penalty: 5281.816406
	Iteration 18Q: 3 clusters Score -7908776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7908809.500000 Penalty: 5281.816406
	Iteration 19Q: 3 clusters Score -7908810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -7908842.500000 Penalty: 5281.816406
	Iteration 20F: 3 clusters Score -7908842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7908843.000000 Penalty: 5281.816406
	Iteration 21Q: 3 clusters Score -7908843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7908859.000000 Penalty: 5281.816406
	Iteration 22Q: 3 clusters Score -7908859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7908861.500000 Penalty: 5281.816406
	Iteration 23Q: 3 clusters Score -7908862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7908871.000000 Penalty: 5281.816406
	Iteration 24Q: 3 clusters Score -7908871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7908879.500000 Penalty: 5281.816406
	Iteration 25Q: 3 clusters Score -7908880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7908877.500000 Penalty: 5281.816406
	Iteration 26Q: 3 clusters Score -7908878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7908884.000000 Penalty: 5281.816406
	Iteration 27Q: 3 clusters Score -7908884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7908889.000000 Penalty: 5281.816406
	Iteration 28Q: 3 clusters Score -7908889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7908896.500000 Penalty: 5281.816406
	Iteration 29Q: 3 clusters Score -7908896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7908897.500000 Penalty: 5281.816406
	Iteration 30Q: 3 clusters Score -7908898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7908904.000000 Penalty: 5281.816406
	Iteration 31Q: 3 clusters Score -7908904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7908917.000000 Penalty: 5281.816406
	Iteration 32Q: 3 clusters Score -7908917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7908914.000000 Penalty: 5281.816406
	Iteration 33Q: 3 clusters Score -7908914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7908916.500000 Penalty: 5281.816406
	Iteration 34Q: 3 clusters Score -7908916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7908920.000000 Penalty: 5281.816406
	Iteration 35Q: 3 clusters Score -7908920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7908922.500000 Penalty: 5281.816406
	Iteration 36Q: 3 clusters Score -7908922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7908918.500000 Penalty: 5281.816406
	Iteration 37Q: 3 clusters Score -7908918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7908925.500000 Penalty: 5281.816406
	Iteration 38Q: 3 clusters Score -7908926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7908925.500000 Penalty: 5281.816406
	Iteration 39F: 3 clusters Score -7908926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (40661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Entering Unmasked Estep 
Score: -7564260.500000 Penalty: 2632.030029
	Iteration 0F: 2 clusters Score -7564260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -7536979.000000 Penalty: 5264.060059
	Iteration 0F: 3 clusters Score -7536979 nChanged 18622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -7547183.500000 Penalty: 5264.060059
	Iteration 1F: 3 clusters Score -7547184 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7547591.500000 Penalty: 5264.060059
	Iteration 2Q: 3 clusters Score -7547592 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -7548032.500000 Penalty: 5264.060059
	Iteration 3Q: 3 clusters Score -7548032 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -7548440.000000 Penalty: 5264.060059
	Iteration 4Q: 3 clusters Score -7548440 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7548970.000000 Penalty: 5264.060059
	Iteration 5Q: 3 clusters Score -7548970 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7549694.500000 Penalty: 5264.060059
	Iteration 6Q: 3 clusters Score -7549694 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -7550737.500000 Penalty: 5264.060059
	Iteration 7Q: 3 clusters Score -7550738 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -7552136.000000 Penalty: 5264.060059
	Iteration 8F: 3 clusters Score -7552136 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -7553947.500000 Penalty: 5264.060059
	Iteration 9F: 3 clusters Score -7553948 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -7555776.000000 Penalty: 5264.060059
	Iteration 10F: 3 clusters Score -7555776 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -7557073.500000 Penalty: 5264.060059
	Iteration 11F: 3 clusters Score -7557074 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -7557624.500000 Penalty: 5264.060059
	Iteration 12Q: 3 clusters Score -7557624 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -7557849.000000 Penalty: 5264.060059
	Iteration 13Q: 3 clusters Score -7557849 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7557995.000000 Penalty: 5264.060059
	Iteration 14Q: 3 clusters Score -7557995 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -7558138.500000 Penalty: 5264.060059
	Iteration 15Q: 3 clusters Score -7558138 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -7558369.000000 Penalty: 5264.060059
	Iteration 16Q: 3 clusters Score -7558369 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -7558564.000000 Penalty: 5264.060059
	Iteration 17Q: 3 clusters Score -7558564 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -7558832.500000 Penalty: 5264.060059
	Iteration 18Q: 3 clusters Score -7558832 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -7559107.000000 Penalty: 5264.060059
	Iteration 19Q: 3 clusters Score -7559107 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -7559390.000000 Penalty: 5264.060059
	Iteration 20F: 3 clusters Score -7559390 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -7559653.000000 Penalty: 5264.060059
	Iteration 21Q: 3 clusters Score -7559653 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7559911.500000 Penalty: 5264.060059
	Iteration 22Q: 3 clusters Score -7559912 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -7560150.000000 Penalty: 5264.060059
	Iteration 23Q: 3 clusters Score -7560150 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -7560386.500000 Penalty: 5264.060059
	Iteration 24Q: 3 clusters Score -7560386 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -7560577.500000 Penalty: 5264.060059
	Iteration 25Q: 3 clusters Score -7560578 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -7560704.500000 Penalty: 5264.060059
	Iteration 26Q: 3 clusters Score -7560704 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -7560816.000000 Penalty: 5264.060059
	Iteration 27Q: 3 clusters Score -7560816 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -7560911.000000 Penalty: 5264.060059
	Iteration 28Q: 3 clusters Score -7560911 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -7560967.500000 Penalty: 5264.060059
	Iteration 29Q: 3 clusters Score -7560968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -7561030.500000 Penalty: 5264.060059
	Iteration 30Q: 3 clusters Score -7561030 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -7561093.000000 Penalty: 5264.060059
	Iteration 31Q: 3 clusters Score -7561093 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -7561124.500000 Penalty: 5264.060059
	Iteration 32Q: 3 clusters Score -7561124 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -7561149.000000 Penalty: 5264.060059
	Iteration 33Q: 3 clusters Score -7561149 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7561193.500000 Penalty: 5264.060059
	Iteration 34Q: 3 clusters Score -7561194 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -7561224.500000 Penalty: 5264.060059
	Iteration 35Q: 3 clusters Score -7561224 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -7561226.500000 Penalty: 5264.060059
	Iteration 36Q: 3 clusters Score -7561226 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -7561258.000000 Penalty: 5264.060059
	Iteration 37Q: 3 clusters Score -7561258 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -7561291.500000 Penalty: 5264.060059
	Iteration 38Q: 3 clusters Score -7561292 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -7561320.000000 Penalty: 5264.060059
	Iteration 39Q: 3 clusters Score -7561320 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -7561352.500000 Penalty: 5264.060059
	Iteration 40F: 3 clusters Score -7561352 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -7561379.000000 Penalty: 5264.060059
	Iteration 41Q: 3 clusters Score -7561379 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -7561429.500000 Penalty: 5264.060059
	Iteration 42Q: 3 clusters Score -7561430 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7561460.000000 Penalty: 5264.060059
	Iteration 43Q: 3 clusters Score -7561460 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -7561492.500000 Penalty: 5264.060059
	Iteration 44Q: 3 clusters Score -7561492 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7561512.000000 Penalty: 5264.060059
	Iteration 45Q: 3 clusters Score -7561512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -7561548.500000 Penalty: 5264.060059
	Iteration 46Q: 3 clusters Score -7561548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -7561569.000000 Penalty: 5264.060059
	Iteration 47Q: 3 clusters Score -7561569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7561590.000000 Penalty: 5264.060059
	Iteration 48Q: 3 clusters Score -7561590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -7561600.000000 Penalty: 5264.060059
	Iteration 49Q: 3 clusters Score -7561600 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -7561625.500000 Penalty: 5264.060059
	Iteration 50Q: 3 clusters Score -7561626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35530 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7561650.500000 Penalty: 5264.060059
	Iteration 51Q: 3 clusters Score -7561650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -7561662.000000 Penalty: 5264.060059
	Iteration 52Q: 3 clusters Score -7561662 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -7561705.500000 Penalty: 5264.060059
	Iteration 53Q: 3 clusters Score -7561706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7561747.500000 Penalty: 5264.060059
	Iteration 54Q: 3 clusters Score -7561748 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7561786.000000 Penalty: 5264.060059
	Iteration 55Q: 3 clusters Score -7561786 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36217 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7561815.000000 Penalty: 5264.060059
	Iteration 56Q: 3 clusters Score -7561815 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7561831.000000 Penalty: 5264.060059
	Iteration 57Q: 3 clusters Score -7561831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -7561867.500000 Penalty: 5264.060059
	Iteration 58Q: 3 clusters Score -7561868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7561892.000000 Penalty: 5264.060059
	Iteration 59Q: 3 clusters Score -7561892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7561917.500000 Penalty: 5264.060059
	Iteration 60F: 3 clusters Score -7561918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7561929.000000 Penalty: 5264.060059
	Iteration 61Q: 3 clusters Score -7561929 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7561970.500000 Penalty: 5264.060059
	Iteration 62Q: 3 clusters Score -7561970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -7561993.500000 Penalty: 5264.060059
	Iteration 63Q: 3 clusters Score -7561994 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7562019.000000 Penalty: 5264.060059
	Iteration 64Q: 3 clusters Score -7562019 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7562019.000000 Penalty: 5264.060059
	Iteration 65Q: 3 clusters Score -7562019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7562056.500000 Penalty: 5264.060059
	Iteration 66Q: 3 clusters Score -7562056 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7562071.000000 Penalty: 5264.060059
	Iteration 67Q: 3 clusters Score -7562071 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7562086.000000 Penalty: 5264.060059
	Iteration 68Q: 3 clusters Score -7562086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -7562091.500000 Penalty: 5264.060059
	Iteration 69Q: 3 clusters Score -7562092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7562101.000000 Penalty: 5264.060059
	Iteration 70Q: 3 clusters Score -7562101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7562122.000000 Penalty: 5264.060059
	Iteration 71Q: 3 clusters Score -7562122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7562130.000000 Penalty: 5264.060059
	Iteration 72Q: 3 clusters Score -7562130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7562143.500000 Penalty: 5264.060059
	Iteration 73Q: 3 clusters Score -7562144 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -7562144.500000 Penalty: 5264.060059
	Iteration 74Q: 3 clusters Score -7562144 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7562141.500000 Penalty: 5264.060059
	Iteration 75Q: 3 clusters Score -7562142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -7562143.000000 Penalty: 5264.060059
	Iteration 76Q: 3 clusters Score -7562143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7562146.000000 Penalty: 5264.060059
	Iteration 77Q: 3 clusters Score -7562146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -7562157.500000 Penalty: 5264.060059
	Iteration 78Q: 3 clusters Score -7562158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -7562159.500000 Penalty: 5264.060059
	Iteration 79Q: 3 clusters Score -7562160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7562160.000000 Penalty: 5264.060059
	Iteration 80F: 3 clusters Score -7562160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7562156.000000 Penalty: 5264.060059
	Iteration 81Q: 3 clusters Score -7562156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7562163.500000 Penalty: 5264.060059
	Iteration 82Q: 3 clusters Score -7562164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7562170.500000 Penalty: 5264.060059
	Iteration 83Q: 3 clusters Score -7562170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7562178.000000 Penalty: 5264.060059
	Iteration 84Q: 3 clusters Score -7562178 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7562184.000000 Penalty: 5264.060059
	Iteration 85Q: 3 clusters Score -7562184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -7562189.500000 Penalty: 5264.060059
	Iteration 86Q: 3 clusters Score -7562190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7562198.000000 Penalty: 5264.060059
	Iteration 87Q: 3 clusters Score -7562198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7562203.000000 Penalty: 5264.060059
	Iteration 88Q: 3 clusters Score -7562203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7562203.000000 Penalty: 5264.060059
	Iteration 89Q: 3 clusters Score -7562203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7562206.000000 Penalty: 5264.060059
	Iteration 90Q: 3 clusters Score -7562206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7562211.000000 Penalty: 5264.060059
	Iteration 91Q: 3 clusters Score -7562211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7562206.500000 Penalty: 5264.060059
	Iteration 92Q: 3 clusters Score -7562206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7562206.500000 Penalty: 5264.060059
	Iteration 93F: 3 clusters Score -7562206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Entering Unmasked Estep 
Score: -293135.437500 Penalty: 1838.664673
	Iteration 0F: 2 clusters Score -293135.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -290755.031250 Penalty: 3677.329346
	Iteration 0F: 3 clusters Score -290755 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291262.375000 Penalty: 3677.329346
	Iteration 1F: 3 clusters Score -291262.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -291584.125000 Penalty: 3677.329346
	Iteration 2F: 3 clusters Score -291584.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -291834.031250 Penalty: 3677.329346
	Iteration 3F: 3 clusters Score -291834 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -291953.843750 Penalty: 3677.329346
	Iteration 4F: 3 clusters Score -291953.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -292045.937500 Penalty: 3677.329346
	Iteration 5Q: 3 clusters Score -292045.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -292117.906250 Penalty: 3677.329346
	Iteration 6Q: 3 clusters Score -292117.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -292170.250000 Penalty: 3677.329346
	Iteration 7Q: 3 clusters Score -292170.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -292204.781250 Penalty: 3677.329346
	Iteration 8Q: 3 clusters Score -292204.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -292246.375000 Penalty: 3677.329346
	Iteration 9Q: 3 clusters Score -292246.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292280.218750 Penalty: 3677.329346
	Iteration 10Q: 3 clusters Score -292280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -292293.906250 Penalty: 3677.329346
	Iteration 11Q: 3 clusters Score -292293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292304.750000 Penalty: 3677.329346
	Iteration 12Q: 3 clusters Score -292304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292309.875000 Penalty: 3677.329346
	Iteration 13Q: 3 clusters Score -292309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292313.437500 Penalty: 3677.329346
	Iteration 14Q: 3 clusters Score -292313.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292315.250000 Penalty: 3677.329346
	Iteration 15Q: 3 clusters Score -292315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292318.437500 Penalty: 3677.329346
	Iteration 16Q: 3 clusters Score -292318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292321.718750 Penalty: 3677.329346
	Iteration 17Q: 3 clusters Score -292321.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -292324.718750 Penalty: 3677.329346
	Iteration 18Q: 3 clusters Score -292324.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292329.312500 Penalty: 3677.329346
	Iteration 19Q: 3 clusters Score -292329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -292334.406250 Penalty: 3677.329346
	Iteration 20F: 3 clusters Score -292334.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292337.125000 Penalty: 3677.329346
	Iteration 21Q: 3 clusters Score -292337.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292337.125000 Penalty: 3677.329346
	Iteration 22F: 3 clusters Score -292337.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Entering Unmasked Estep 
Score: -4979838.000000 Penalty: 2526.584229
	Iteration 0F: 2 clusters Score -4979838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -4961511.000000 Penalty: 5053.168457
	Iteration 0F: 3 clusters Score -4961511 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4967789.000000 Penalty: 5053.168457
	Iteration 1F: 3 clusters Score -4967789 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4968193.500000 Penalty: 5053.168457
	Iteration 2Q: 3 clusters Score -4968194 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -4968648.000000 Penalty: 5053.168457
	Iteration 3Q: 3 clusters Score -4968648 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4969151.500000 Penalty: 5053.168457
	Iteration 4Q: 3 clusters Score -4969152 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -4969926.000000 Penalty: 5053.168457
	Iteration 5Q: 3 clusters Score -4969926 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -4970987.500000 Penalty: 5053.168457
	Iteration 6F: 3 clusters Score -4970988 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -4972554.500000 Penalty: 5053.168457
	Iteration 7F: 3 clusters Score -4972554 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -4974327.000000 Penalty: 5053.168457
	Iteration 8F: 3 clusters Score -4974327 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4975819.000000 Penalty: 5053.168457
	Iteration 9F: 3 clusters Score -4975819 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -4976690.500000 Penalty: 5053.168457
	Iteration 10Q: 3 clusters Score -4976690 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -4977123.000000 Penalty: 5053.168457
	Iteration 11Q: 3 clusters Score -4977123 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4977336.500000 Penalty: 5053.168457
	Iteration 12Q: 3 clusters Score -4977336 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4977461.000000 Penalty: 5053.168457
	Iteration 13Q: 3 clusters Score -4977461 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4977539.000000 Penalty: 5053.168457
	Iteration 14Q: 3 clusters Score -4977539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4977552.500000 Penalty: 5053.168457
	Iteration 15Q: 3 clusters Score -4977552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4977572.000000 Penalty: 5053.168457
	Iteration 16Q: 3 clusters Score -4977572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -4977584.000000 Penalty: 5053.168457
	Iteration 17Q: 3 clusters Score -4977584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -4977596.500000 Penalty: 5053.168457
	Iteration 18Q: 3 clusters Score -4977596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4977604.000000 Penalty: 5053.168457
	Iteration 19Q: 3 clusters Score -4977604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -4977616.000000 Penalty: 5053.168457
	Iteration 20F: 3 clusters Score -4977616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -4977630.500000 Penalty: 5053.168457
	Iteration 21Q: 3 clusters Score -4977630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4977639.500000 Penalty: 5053.168457
	Iteration 22Q: 3 clusters Score -4977640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -4977638.500000 Penalty: 5053.168457
	Iteration 23Q: 3 clusters Score -4977638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4977641.000000 Penalty: 5053.168457
	Iteration 24Q: 3 clusters Score -4977641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -4977645.000000 Penalty: 5053.168457
	Iteration 25Q: 3 clusters Score -4977645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4977647.000000 Penalty: 5053.168457
	Iteration 26Q: 3 clusters Score -4977647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4977646.500000 Penalty: 5053.168457
	Iteration 27Q: 3 clusters Score -4977646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4977653.000000 Penalty: 5053.168457
	Iteration 28Q: 3 clusters Score -4977653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -4977660.000000 Penalty: 5053.168457
	Iteration 29Q: 3 clusters Score -4977660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4977659.500000 Penalty: 5053.168457
	Iteration 30Q: 3 clusters Score -4977660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4977662.000000 Penalty: 5053.168457
	Iteration 31Q: 3 clusters Score -4977662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -4977668.000000 Penalty: 5053.168457
	Iteration 32Q: 3 clusters Score -4977668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4977668.500000 Penalty: 5053.168457
	Iteration 33Q: 3 clusters Score -4977668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -4977668.500000 Penalty: 5053.168457
	Iteration 34F: 3 clusters Score -4977668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Entering Unmasked Estep 
Score: -7455050.000000 Penalty: 2629.578369
	Iteration 0F: 2 clusters Score -7455050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -7427937.500000 Penalty: 5259.156738
	Iteration 0F: 3 clusters Score -7427938 nChanged 18396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -7438227.000000 Penalty: 5259.156738
	Iteration 1F: 3 clusters Score -7438227 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -7438788.500000 Penalty: 5259.156738
	Iteration 2Q: 3 clusters Score -7438788 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -7439321.500000 Penalty: 5259.156738
	Iteration 3Q: 3 clusters Score -7439322 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -7439903.000000 Penalty: 5259.156738
	Iteration 4Q: 3 clusters Score -7439903 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -7440635.500000 Penalty: 5259.156738
	Iteration 5Q: 3 clusters Score -7440636 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
Score: -7441912.000000 Penalty: 5259.156738
	Iteration 6F: 3 clusters Score -7441912 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -7443730.000000 Penalty: 5259.156738
	Iteration 7F: 3 clusters Score -7443730 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -7446108.500000 Penalty: 5259.156738
	Iteration 8F: 3 clusters Score -7446108 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -7448443.000000 Penalty: 5259.156738
	Iteration 9F: 3 clusters Score -7448443 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -7450318.500000 Penalty: 5259.156738
	Iteration 10F: 3 clusters Score -7450318 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -7451439.000000 Penalty: 5259.156738
	Iteration 11Q: 3 clusters Score -7451439 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7452072.500000 Penalty: 5259.156738
	Iteration 12Q: 3 clusters Score -7452072 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -7452391.000000 Penalty: 5259.156738
	Iteration 13Q: 3 clusters Score -7452391 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7452599.000000 Penalty: 5259.156738
	Iteration 14Q: 3 clusters Score -7452599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -7452666.000000 Penalty: 5259.156738
	Iteration 15Q: 3 clusters Score -7452666 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 39845 members 
Entering Unmasked Estep 
Score: -7452707.500000 Penalty: 5259.156738
	Iteration 16Q: 3 clusters Score -7452708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7452746.000000 Penalty: 5259.156738
	Iteration 17Q: 3 clusters Score -7452746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7452757.500000 Penalty: 5259.156738
	Iteration 18Q: 3 clusters Score -7452758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7452787.500000 Penalty: 5259.156738
	Iteration 19Q: 3 clusters Score -7452788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7452806.500000 Penalty: 5259.156738
	Iteration 20F: 3 clusters Score -7452806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -7452823.000000 Penalty: 5259.156738
	Iteration 21Q: 3 clusters Score -7452823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7452821.000000 Penalty: 5259.156738
	Iteration 22Q: 3 clusters Score -7452821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7452828.500000 Penalty: 5259.156738
	Iteration 23Q: 3 clusters Score -7452828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -7452833.500000 Penalty: 5259.156738
	Iteration 24Q: 3 clusters Score -7452834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7452836.500000 Penalty: 5259.156738
	Iteration 25Q: 3 clusters Score -7452836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -7452847.500000 Penalty: 5259.156738
	Iteration 26Q: 3 clusters Score -7452848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7452841.000000 Penalty: 5259.156738
	Iteration 27Q: 3 clusters Score -7452841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7452845.500000 Penalty: 5259.156738
	Iteration 28Q: 3 clusters Score -7452846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7452845.500000 Penalty: 5259.156738
	Iteration 29Q: 3 clusters Score -7452846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7452852.500000 Penalty: 5259.156738
	Iteration 30Q: 3 clusters Score -7452852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7452857.500000 Penalty: 5259.156738
	Iteration 31Q: 3 clusters Score -7452858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7452853.500000 Penalty: 5259.156738
	Iteration 32Q: 3 clusters Score -7452854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -7452853.500000 Penalty: 5259.156738
	Iteration 33F: 3 clusters Score -7452854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 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 219 members 
Entering Unmasked Estep 
Score: -35862.250000 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35862.25 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36195.007812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36195.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36511.339844 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36511.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -36782.636719 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36782.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36841.402344 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36865.785156 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36865.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36878.085938 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36878.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36893.578125 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36893.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36906.929688 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36906.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36916.445312 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -36916.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36916.445312 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -36916.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Entering Unmasked Estep 
Score: -4823922.500000 Penalty: 2525.836670
	Iteration 0F: 2 clusters Score -4823922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4805427.000000 Penalty: 5051.673340
	Iteration 0F: 3 clusters Score -4805427 nChanged 11984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4812041.000000 Penalty: 5051.673340
	Iteration 1F: 3 clusters Score -4812041 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -4812545.500000 Penalty: 5051.673340
	Iteration 2F: 3 clusters Score -4812546 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4813043.000000 Penalty: 5051.673340
	Iteration 3Q: 3 clusters Score -4813043 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -4813623.500000 Penalty: 5051.673340
	Iteration 4Q: 3 clusters Score -4813624 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4814282.000000 Penalty: 5051.673340
	Iteration 5F: 3 clusters Score -4814282 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -4814945.000000 Penalty: 5051.673340
	Iteration 6F: 3 clusters Score -4814945 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -4815617.000000 Penalty: 5051.673340
	Iteration 7F: 3 clusters Score -4815617 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -4816265.500000 Penalty: 5051.673340
	Iteration 8F: 3 clusters Score -4816266 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -4816908.000000 Penalty: 5051.673340
	Iteration 9Q: 3 clusters Score -4816908 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4817508.500000 Penalty: 5051.673340
	Iteration 10Q: 3 clusters Score -4817508 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4818027.500000 Penalty: 5051.673340
	Iteration 11Q: 3 clusters Score -4818028 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4818387.500000 Penalty: 5051.673340
	Iteration 12Q: 3 clusters Score -4818388 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -4818690.500000 Penalty: 5051.673340
	Iteration 13Q: 3 clusters Score -4818690 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -4818970.500000 Penalty: 5051.673340
	Iteration 14Q: 3 clusters Score -4818970 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -4819211.000000 Penalty: 5051.673340
	Iteration 15Q: 3 clusters Score -4819211 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4819408.000000 Penalty: 5051.673340
	Iteration 16Q: 3 clusters Score -4819408 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -4819622.000000 Penalty: 5051.673340
	Iteration 17Q: 3 clusters Score -4819622 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -4819817.500000 Penalty: 5051.673340
	Iteration 18Q: 3 clusters Score -4819818 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4820050.500000 Penalty: 5051.673340
	Iteration 19Q: 3 clusters Score -4820050 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -4820304.500000 Penalty: 5051.673340
	Iteration 20F: 3 clusters Score -4820304 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -4820563.000000 Penalty: 5051.673340
	Iteration 21Q: 3 clusters Score -4820563 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4820833.500000 Penalty: 5051.673340
	Iteration 22Q: 3 clusters Score -4820834 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -4821101.500000 Penalty: 5051.673340
	Iteration 23Q: 3 clusters Score -4821102 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -4821307.000000 Penalty: 5051.673340
	Iteration 24Q: 3 clusters Score -4821307 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4821451.500000 Penalty: 5051.673340
	Iteration 25Q: 3 clusters Score -4821452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4821550.000000 Penalty: 5051.673340
	Iteration 26Q: 3 clusters Score -4821550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4821626.500000 Penalty: 5051.673340
	Iteration 27Q: 3 clusters Score -4821626 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4821669.000000 Penalty: 5051.673340
	Iteration 28Q: 3 clusters Score -4821669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -4821703.500000 Penalty: 5051.673340
	Iteration 29Q: 3 clusters Score -4821704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -4821711.500000 Penalty: 5051.673340
	Iteration 30Q: 3 clusters Score -4821712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -4821715.500000 Penalty: 5051.673340
	Iteration 31Q: 3 clusters Score -4821716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4821723.500000 Penalty: 5051.673340
	Iteration 32Q: 3 clusters Score -4821724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -4821730.500000 Penalty: 5051.673340
	Iteration 33Q: 3 clusters Score -4821730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -4821741.500000 Penalty: 5051.673340
	Iteration 34Q: 3 clusters Score -4821742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -4821749.500000 Penalty: 5051.673340
	Iteration 35Q: 3 clusters Score -4821750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -4821760.500000 Penalty: 5051.673340
	Iteration 36Q: 3 clusters Score -4821760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4821764.000000 Penalty: 5051.673340
	Iteration 37Q: 3 clusters Score -4821764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4821763.000000 Penalty: 5051.673340
	Iteration 38Q: 3 clusters Score -4821763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4821770.000000 Penalty: 5051.673340
	Iteration 39Q: 3 clusters Score -4821770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -4821777.500000 Penalty: 5051.673340
	Iteration 40F: 3 clusters Score -4821778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4821781.500000 Penalty: 5051.673340
	Iteration 41Q: 3 clusters Score -4821782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4821782.500000 Penalty: 5051.673340
	Iteration 42Q: 3 clusters Score -4821782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -4821779.500000 Penalty: 5051.673340
	Iteration 43Q: 3 clusters Score -4821780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4821784.000000 Penalty: 5051.673340
	Iteration 44Q: 3 clusters Score -4821784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4821784.000000 Penalty: 5051.673340
	Iteration 45F: 3 clusters Score -4821784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -1082716.000000 Penalty: 2148.986328
	Iteration 0F: 2 clusters Score -1082716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1077682.250000 Penalty: 4297.972656
	Iteration 0F: 3 clusters Score -1077682 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1078905.000000 Penalty: 4297.972656
	Iteration 1F: 3 clusters Score -1078905 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1079191.375000 Penalty: 4297.972656
	Iteration 2F: 3 clusters Score -1079191 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1079426.500000 Penalty: 4297.972656
	Iteration 3F: 3 clusters Score -1079426 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1079672.875000 Penalty: 4297.972656
	Iteration 4Q: 3 clusters Score -1079673 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1079883.625000 Penalty: 4297.972656
	Iteration 5Q: 3 clusters Score -1079884 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1080060.500000 Penalty: 4297.972656
	Iteration 6Q: 3 clusters Score -1080060 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1080227.875000 Penalty: 4297.972656
	Iteration 7Q: 3 clusters Score -1080228 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1080364.375000 Penalty: 4297.972656
	Iteration 8Q: 3 clusters Score -1080364 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1080477.125000 Penalty: 4297.972656
	Iteration 9Q: 3 clusters Score -1080477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1080605.000000 Penalty: 4297.972656
	Iteration 10Q: 3 clusters Score -1080605 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1080724.375000 Penalty: 4297.972656
	Iteration 11Q: 3 clusters Score -1080724 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1080830.500000 Penalty: 4297.972656
	Iteration 12Q: 3 clusters Score -1080830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1080935.000000 Penalty: 4297.972656
	Iteration 13Q: 3 clusters Score -1080935 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1081013.750000 Penalty: 4297.972656
	Iteration 14Q: 3 clusters Score -1081014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1081084.125000 Penalty: 4297.972656
	Iteration 15Q: 3 clusters Score -1081084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1081120.250000 Penalty: 4297.972656
	Iteration 16Q: 3 clusters Score -1081120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1081138.500000 Penalty: 4297.972656
	Iteration 17Q: 3 clusters Score -1081138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1081149.625000 Penalty: 4297.972656
	Iteration 18Q: 3 clusters Score -1081150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1081158.625000 Penalty: 4297.972656
	Iteration 19Q: 3 clusters Score -1081159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1081164.875000 Penalty: 4297.972656
	Iteration 20F: 3 clusters Score -1081165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1081174.875000 Penalty: 4297.972656
	Iteration 21Q: 3 clusters Score -1081175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1081179.500000 Penalty: 4297.972656
	Iteration 22Q: 3 clusters Score -1081180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1081184.750000 Penalty: 4297.972656
	Iteration 23Q: 3 clusters Score -1081185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1081186.875000 Penalty: 4297.972656
	Iteration 24Q: 3 clusters Score -1081187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1081190.750000 Penalty: 4297.972656
	Iteration 25Q: 3 clusters Score -1081191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1081194.250000 Penalty: 4297.972656
	Iteration 26Q: 3 clusters Score -1081194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1081195.250000 Penalty: 4297.972656
	Iteration 27Q: 3 clusters Score -1081195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1081197.750000 Penalty: 4297.972656
	Iteration 28Q: 3 clusters Score -1081198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1081197.375000 Penalty: 4297.972656
	Iteration 29Q: 3 clusters Score -1081197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1081196.875000 Penalty: 4297.972656
	Iteration 30Q: 3 clusters Score -1081197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1081197.500000 Penalty: 4297.972656
	Iteration 31Q: 3 clusters Score -1081198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1081197.500000 Penalty: 4297.972656
	Iteration 32F: 3 clusters Score -1081198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Entering Unmasked Estep 
Score: -9080569.000000 Penalty: 2675.305664
	Iteration 0F: 2 clusters Score -9080569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9050864.000000 Penalty: 5350.611328
	Iteration 0F: 3 clusters Score -9050864 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -9062956.000000 Penalty: 5350.611328
	Iteration 1F: 3 clusters Score -9062956 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -9063463.000000 Penalty: 5350.611328
	Iteration 2Q: 3 clusters Score -9063463 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -9063811.000000 Penalty: 5350.611328
	Iteration 3Q: 3 clusters Score -9063811 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -9064270.000000 Penalty: 5350.611328
	Iteration 4Q: 3 clusters Score -9064270 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -9064770.000000 Penalty: 5350.611328
	Iteration 5Q: 3 clusters Score -9064770 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -9065474.000000 Penalty: 5350.611328
	Iteration 6Q: 3 clusters Score -9065474 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -9066602.000000 Penalty: 5350.611328
	Iteration 7Q: 3 clusters Score -9066602 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -9068280.000000 Penalty: 5350.611328
	Iteration 8F: 3 clusters Score -9068280 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -9070414.000000 Penalty: 5350.611328
	Iteration 9F: 3 clusters Score -9070414 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -9072801.000000 Penalty: 5350.611328
	Iteration 10F: 3 clusters Score -9072801 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -9074825.000000 Penalty: 5350.611328
	Iteration 11F: 3 clusters Score -9074825 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -9076056.000000 Penalty: 5350.611328
	Iteration 12Q: 3 clusters Score -9076056 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -9076650.000000 Penalty: 5350.611328
	Iteration 13Q: 3 clusters Score -9076650 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -9076979.000000 Penalty: 5350.611328
	Iteration 14Q: 3 clusters Score -9076979 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -9077191.000000 Penalty: 5350.611328
	Iteration 15Q: 3 clusters Score -9077191 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -9077439.000000 Penalty: 5350.611328
	Iteration 16Q: 3 clusters Score -9077439 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -9077651.000000 Penalty: 5350.611328
	Iteration 17Q: 3 clusters Score -9077651 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -9077880.000000 Penalty: 5350.611328
	Iteration 18Q: 3 clusters Score -9077880 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -9078053.000000 Penalty: 5350.611328
	Iteration 19Q: 3 clusters Score -9078053 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -9078180.000000 Penalty: 5350.611328
	Iteration 20F: 3 clusters Score -9078180 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -9078325.000000 Penalty: 5350.611328
	Iteration 21Q: 3 clusters Score -9078325 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -9078458.000000 Penalty: 5350.611328
	Iteration 22Q: 3 clusters Score -9078458 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9078604.000000 Penalty: 5350.611328
	Iteration 23Q: 3 clusters Score -9078604 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -9078713.000000 Penalty: 5350.611328
	Iteration 24Q: 3 clusters Score -9078713 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -9078825.000000 Penalty: 5350.611328
	Iteration 25Q: 3 clusters Score -9078825 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -9078877.000000 Penalty: 5350.611328
	Iteration 26Q: 3 clusters Score -9078877 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -9078895.000000 Penalty: 5350.611328
	Iteration 27Q: 3 clusters Score -9078895 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -9078975.000000 Penalty: 5350.611328
	Iteration 28Q: 3 clusters Score -9078975 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -9079047.000000 Penalty: 5350.611328
	Iteration 29Q: 3 clusters Score -9079047 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -9079097.000000 Penalty: 5350.611328
	Iteration 30Q: 3 clusters Score -9079097 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -9079118.000000 Penalty: 5350.611328
	Iteration 31Q: 3 clusters Score -9079118 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9079181.000000 Penalty: 5350.611328
	Iteration 32Q: 3 clusters Score -9079181 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9079216.000000 Penalty: 5350.611328
	Iteration 33Q: 3 clusters Score -9079216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9079215.000000 Penalty: 5350.611328
	Iteration 34Q: 3 clusters Score -9079215 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9079228.000000 Penalty: 5350.611328
	Iteration 35Q: 3 clusters Score -9079228 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9079206.000000 Penalty: 5350.611328
	Iteration 36Q: 3 clusters Score -9079206 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9079171.000000 Penalty: 5350.611328
	Iteration 37Q: 3 clusters Score -9079171 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9079169.000000 Penalty: 5350.611328
	Iteration 38Q: 3 clusters Score -9079169 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9079161.000000 Penalty: 5350.611328
	Iteration 39Q: 3 clusters Score -9079161 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9079108.000000 Penalty: 5350.611328
	Iteration 40F: 3 clusters Score -9079108 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9079085.000000 Penalty: 5350.611328
	Iteration 41Q: 3 clusters Score -9079085 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9079057.000000 Penalty: 5350.611328
	Iteration 42Q: 3 clusters Score -9079057 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -9079032.000000 Penalty: 5350.611328
	Iteration 43Q: 3 clusters Score -9079032 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9079007.000000 Penalty: 5350.611328
	Iteration 44Q: 3 clusters Score -9079007 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9078989.000000 Penalty: 5350.611328
	Iteration 45Q: 3 clusters Score -9078989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9078952.000000 Penalty: 5350.611328
	Iteration 46Q: 3 clusters Score -9078952 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9078953.000000 Penalty: 5350.611328
	Iteration 47Q: 3 clusters Score -9078953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9078933.000000 Penalty: 5350.611328
	Iteration 48Q: 3 clusters Score -9078933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9078933.000000 Penalty: 5350.611328
	Iteration 49Q: 3 clusters Score -9078933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9078926.000000 Penalty: 5350.611328
	Iteration 50Q: 3 clusters Score -9078926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9078900.000000 Penalty: 5350.611328
	Iteration 51Q: 3 clusters Score -9078900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9078889.000000 Penalty: 5350.611328
	Iteration 52Q: 3 clusters Score -9078889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9078884.000000 Penalty: 5350.611328
	Iteration 53Q: 3 clusters Score -9078884 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9078869.000000 Penalty: 5350.611328
	Iteration 54Q: 3 clusters Score -9078869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -9078874.000000 Penalty: 5350.611328
	Iteration 55Q: 3 clusters Score -9078874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9078866.000000 Penalty: 5350.611328
	Iteration 56Q: 3 clusters Score -9078866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9078871.000000 Penalty: 5350.611328
	Iteration 57Q: 3 clusters Score -9078871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9078866.000000 Penalty: 5350.611328
	Iteration 58Q: 3 clusters Score -9078866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9078872.000000 Penalty: 5350.611328
	Iteration 59Q: 3 clusters Score -9078872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9078865.000000 Penalty: 5350.611328
	Iteration 60F: 3 clusters Score -9078865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9078875.000000 Penalty: 5350.611328
	Iteration 61Q: 3 clusters Score -9078875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9078873.000000 Penalty: 5350.611328
	Iteration 62Q: 3 clusters Score -9078873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9078868.000000 Penalty: 5350.611328
	Iteration 63Q: 3 clusters Score -9078868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9078864.000000 Penalty: 5350.611328
	Iteration 64Q: 3 clusters Score -9078864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9078864.000000 Penalty: 5350.611328
	Iteration 65Q: 3 clusters Score -9078864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9078863.000000 Penalty: 5350.611328
	Iteration 66Q: 3 clusters Score -9078863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9078863.000000 Penalty: 5350.611328
	Iteration 67F: 3 clusters Score -9078863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -1042449.000000 Penalty: 2139.837402
	Iteration 0F: 2 clusters Score -1042449 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 2798 members 
Entering Unmasked Estep 
Score: -1037479.500000 Penalty: 4279.674805
	Iteration 0F: 3 clusters Score -1037480 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1038746.875000 Penalty: 4279.674805
	Iteration 1F: 3 clusters Score -1038747 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1039034.687500 Penalty: 4279.674805
	Iteration 2F: 3 clusters Score -1039035 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1039223.875000 Penalty: 4279.674805
	Iteration 3F: 3 clusters Score -1039224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1039350.562500 Penalty: 4279.674805
	Iteration 4Q: 3 clusters Score -1039351 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1039441.812500 Penalty: 4279.674805
	Iteration 5Q: 3 clusters Score -1039442 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1039503.937500 Penalty: 4279.674805
	Iteration 6Q: 3 clusters Score -1039504 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1039553.250000 Penalty: 4279.674805
	Iteration 7Q: 3 clusters Score -1039553 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1039597.125000 Penalty: 4279.674805
	Iteration 8Q: 3 clusters Score -1039597 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1039635.562500 Penalty: 4279.674805
	Iteration 9Q: 3 clusters Score -1039636 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1039669.750000 Penalty: 4279.674805
	Iteration 10Q: 3 clusters Score -1039670 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1039709.500000 Penalty: 4279.674805
	Iteration 11Q: 3 clusters Score -1039710 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1039759.500000 Penalty: 4279.674805
	Iteration 12Q: 3 clusters Score -1039760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1039815.687500 Penalty: 4279.674805
	Iteration 13Q: 3 clusters Score -1039816 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1039870.562500 Penalty: 4279.674805
	Iteration 14Q: 3 clusters Score -1039871 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1039922.500000 Penalty: 4279.674805
	Iteration 15Q: 3 clusters Score -1039922 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1039986.937500 Penalty: 4279.674805
	Iteration 16Q: 3 clusters Score -1039987 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1040054.937500 Penalty: 4279.674805
	Iteration 17Q: 3 clusters Score -1040055 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1040131.187500 Penalty: 4279.674805
	Iteration 18Q: 3 clusters Score -1040131 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1040204.375000 Penalty: 4279.674805
	Iteration 19Q: 3 clusters Score -1040204 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1040267.250000 Penalty: 4279.674805
	Iteration 20F: 3 clusters Score -1040267 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1040329.625000 Penalty: 4279.674805
	Iteration 21Q: 3 clusters Score -1040330 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1040380.437500 Penalty: 4279.674805
	Iteration 22Q: 3 clusters Score -1040380 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1040417.062500 Penalty: 4279.674805
	Iteration 23Q: 3 clusters Score -1040417 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1040447.625000 Penalty: 4279.674805
	Iteration 24Q: 3 clusters Score -1040448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1040470.625000 Penalty: 4279.674805
	Iteration 25Q: 3 clusters Score -1040471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1040484.937500 Penalty: 4279.674805
	Iteration 26Q: 3 clusters Score -1040485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1040496.250000 Penalty: 4279.674805
	Iteration 27Q: 3 clusters Score -1040496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1040504.062500 Penalty: 4279.674805
	Iteration 28Q: 3 clusters Score -1040504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1040508.000000 Penalty: 4279.674805
	Iteration 29Q: 3 clusters Score -1040508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1040508.625000 Penalty: 4279.674805
	Iteration 30Q: 3 clusters Score -1040509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1040511.562500 Penalty: 4279.674805
	Iteration 31Q: 3 clusters Score -1040512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1040515.062500 Penalty: 4279.674805
	Iteration 32Q: 3 clusters Score -1040515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1040517.000000 Penalty: 4279.674805
	Iteration 33Q: 3 clusters Score -1040517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1040520.062500 Penalty: 4279.674805
	Iteration 34Q: 3 clusters Score -1040520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1040522.125000 Penalty: 4279.674805
	Iteration 35Q: 3 clusters Score -1040522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1040523.750000 Penalty: 4279.674805
	Iteration 36Q: 3 clusters Score -1040524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1040526.875000 Penalty: 4279.674805
	Iteration 37Q: 3 clusters Score -1040527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1040526.312500 Penalty: 4279.674805
	Iteration 38Q: 3 clusters Score -1040526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1040528.750000 Penalty: 4279.674805
	Iteration 39Q: 3 clusters Score -1040529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1040530.750000 Penalty: 4279.674805
	Iteration 40F: 3 clusters Score -1040531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1040531.312500 Penalty: 4279.674805
	Iteration 41Q: 3 clusters Score -1040531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1040531.312500 Penalty: 4279.674805
	Iteration 42F: 3 clusters Score -1040531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -416916.093750 Penalty: 1925.650635
	Iteration 0F: 2 clusters Score -416916.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -414072.875000 Penalty: 3851.301270
	Iteration 0F: 3 clusters Score -414072.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -414630.562500 Penalty: 3851.301270
	Iteration 1F: 3 clusters Score -414630.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414791.093750 Penalty: 3851.301270
	Iteration 2F: 3 clusters Score -414791.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -414876.781250 Penalty: 3851.301270
	Iteration 3Q: 3 clusters Score -414876.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -414920.437500 Penalty: 3851.301270
	Iteration 4Q: 3 clusters Score -414920.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -414959.250000 Penalty: 3851.301270
	Iteration 5Q: 3 clusters Score -414959.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -415006.093750 Penalty: 3851.301270
	Iteration 6Q: 3 clusters Score -415006.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -415040.437500 Penalty: 3851.301270
	Iteration 7Q: 3 clusters Score -415040.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -415063.468750 Penalty: 3851.301270
	Iteration 8Q: 3 clusters Score -415063.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -415079.062500 Penalty: 3851.301270
	Iteration 9Q: 3 clusters Score -415079.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -415088.906250 Penalty: 3851.301270
	Iteration 10Q: 3 clusters Score -415088.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -415098.937500 Penalty: 3851.301270
	Iteration 11Q: 3 clusters Score -415098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -415106.937500 Penalty: 3851.301270
	Iteration 12Q: 3 clusters Score -415106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -415118.250000 Penalty: 3851.301270
	Iteration 13Q: 3 clusters Score -415118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -415126.218750 Penalty: 3851.301270
	Iteration 14Q: 3 clusters Score -415126.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -415135.750000 Penalty: 3851.301270
	Iteration 15Q: 3 clusters Score -415135.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -415142.031250 Penalty: 3851.301270
	Iteration 16Q: 3 clusters Score -415142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -415147.812500 Penalty: 3851.301270
	Iteration 17Q: 3 clusters Score -415147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -415151.593750 Penalty: 3851.301270
	Iteration 18Q: 3 clusters Score -415151.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -415160.218750 Penalty: 3851.301270
	Iteration 19Q: 3 clusters Score -415160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -415171.187500 Penalty: 3851.301270
	Iteration 20F: 3 clusters Score -415171.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -415184.062500 Penalty: 3851.301270
	Iteration 21Q: 3 clusters Score -415184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415191.437500 Penalty: 3851.301270
	Iteration 22Q: 3 clusters Score -415191.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -415199.000000 Penalty: 3851.301270
	Iteration 23Q: 3 clusters Score -415199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -415208.093750 Penalty: 3851.301270
	Iteration 24Q: 3 clusters Score -415208.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415216.375000 Penalty: 3851.301270
	Iteration 25Q: 3 clusters Score -415216.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -415223.312500 Penalty: 3851.301270
	Iteration 26Q: 3 clusters Score -415223.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -415228.375000 Penalty: 3851.301270
	Iteration 27Q: 3 clusters Score -415228.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -415233.468750 Penalty: 3851.301270
	Iteration 28Q: 3 clusters Score -415233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -415234.281250 Penalty: 3851.301270
	Iteration 29Q: 3 clusters Score -415234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -415236.906250 Penalty: 3851.301270
	Iteration 30Q: 3 clusters Score -415236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -415241.156250 Penalty: 3851.301270
	Iteration 31Q: 3 clusters Score -415241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -415247.156250 Penalty: 3851.301270
	Iteration 32Q: 3 clusters Score -415247.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -415259.093750 Penalty: 3851.301270
	Iteration 33Q: 3 clusters Score -415259.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -415263.500000 Penalty: 3851.301270
	Iteration 34Q: 3 clusters Score -415263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -415270.500000 Penalty: 3851.301270
	Iteration 35Q: 3 clusters Score -415270.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -415278.875000 Penalty: 3851.301270
	Iteration 36Q: 3 clusters Score -415278.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -415286.718750 Penalty: 3851.301270
	Iteration 37Q: 3 clusters Score -415286.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -415294.375000 Penalty: 3851.301270
	Iteration 38Q: 3 clusters Score -415294.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -415306.000000 Penalty: 3851.301270
	Iteration 39Q: 3 clusters Score -415306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -415315.031250 Penalty: 3851.301270
	Iteration 40F: 3 clusters Score -415315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -415320.500000 Penalty: 3851.301270
	Iteration 41Q: 3 clusters Score -415320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -415328.562500 Penalty: 3851.301270
	Iteration 42Q: 3 clusters Score -415328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415334.312500 Penalty: 3851.301270
	Iteration 43Q: 3 clusters Score -415334.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -415339.406250 Penalty: 3851.301270
	Iteration 44Q: 3 clusters Score -415339.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -415347.625000 Penalty: 3851.301270
	Iteration 45Q: 3 clusters Score -415347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -415355.968750 Penalty: 3851.301270
	Iteration 46Q: 3 clusters Score -415356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -415359.531250 Penalty: 3851.301270
	Iteration 47Q: 3 clusters Score -415359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -415363.812500 Penalty: 3851.301270
	Iteration 48Q: 3 clusters Score -415363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -415369.031250 Penalty: 3851.301270
	Iteration 49Q: 3 clusters Score -415369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -415374.000000 Penalty: 3851.301270
	Iteration 50Q: 3 clusters Score -415374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -415380.812500 Penalty: 3851.301270
	Iteration 51Q: 3 clusters Score -415380.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -415386.593750 Penalty: 3851.301270
	Iteration 52Q: 3 clusters Score -415386.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -415392.937500 Penalty: 3851.301270
	Iteration 53Q: 3 clusters Score -415392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -415392.718750 Penalty: 3851.301270
	Iteration 54Q: 3 clusters Score -415392.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -415394.718750 Penalty: 3851.301270
	Iteration 55Q: 3 clusters Score -415394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -415394.656250 Penalty: 3851.301270
	Iteration 56Q: 3 clusters Score -415394.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -415395.125000 Penalty: 3851.301270
	Iteration 57Q: 3 clusters Score -415395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -415395.656250 Penalty: 3851.301270
	Iteration 58Q: 3 clusters Score -415395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415396.343750 Penalty: 3851.301270
	Iteration 59Q: 3 clusters Score -415396.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -415396.343750 Penalty: 3851.301270
	Iteration 60F: 3 clusters Score -415396.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Entering Unmasked Estep 
Score: -828543.125000 Penalty: 2084.253662
	Iteration 0F: 2 clusters Score -828543.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -824351.625000 Penalty: 4168.507324
	Iteration 0F: 3 clusters Score -824351.6 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -825329.625000 Penalty: 4168.507324
	Iteration 1F: 3 clusters Score -825329.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -825538.062500 Penalty: 4168.507324
	Iteration 2F: 3 clusters Score -825538.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -825653.937500 Penalty: 4168.507324
	Iteration 3Q: 3 clusters Score -825653.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -825740.937500 Penalty: 4168.507324
	Iteration 4Q: 3 clusters Score -825740.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -825804.062500 Penalty: 4168.507324
	Iteration 5Q: 3 clusters Score -825804.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -825858.062500 Penalty: 4168.507324
	Iteration 6Q: 3 clusters Score -825858.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -825923.062500 Penalty: 4168.507324
	Iteration 7Q: 3 clusters Score -825923.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -825979.437500 Penalty: 4168.507324
	Iteration 8Q: 3 clusters Score -825979.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -826029.312500 Penalty: 4168.507324
	Iteration 9Q: 3 clusters Score -826029.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -826079.500000 Penalty: 4168.507324
	Iteration 10Q: 3 clusters Score -826079.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -826117.375000 Penalty: 4168.507324
	Iteration 11Q: 3 clusters Score -826117.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -826150.000000 Penalty: 4168.507324
	Iteration 12Q: 3 clusters Score -826150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -826182.125000 Penalty: 4168.507324
	Iteration 13Q: 3 clusters Score -826182.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -826208.000000 Penalty: 4168.507324
	Iteration 14Q: 3 clusters Score -826208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -826225.125000 Penalty: 4168.507324
	Iteration 15Q: 3 clusters Score -826225.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -826237.437500 Penalty: 4168.507324
	Iteration 16Q: 3 clusters Score -826237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -826246.375000 Penalty: 4168.507324
	Iteration 17Q: 3 clusters Score -826246.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -826252.312500 Penalty: 4168.507324
	Iteration 18Q: 3 clusters Score -826252.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -826256.687500 Penalty: 4168.507324
	Iteration 19Q: 3 clusters Score -826256.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -826259.000000 Penalty: 4168.507324
	Iteration 20F: 3 clusters Score -826259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -826261.500000 Penalty: 4168.507324
	Iteration 21Q: 3 clusters Score -826261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -826266.562500 Penalty: 4168.507324
	Iteration 22Q: 3 clusters Score -826266.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -826273.250000 Penalty: 4168.507324
	Iteration 23Q: 3 clusters Score -826273.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -826279.687500 Penalty: 4168.507324
	Iteration 24Q: 3 clusters Score -826279.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -826286.250000 Penalty: 4168.507324
	Iteration 25Q: 3 clusters Score -826286.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -826288.375000 Penalty: 4168.507324
	Iteration 26Q: 3 clusters Score -826288.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -826292.312500 Penalty: 4168.507324
	Iteration 27Q: 3 clusters Score -826292.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -826298.500000 Penalty: 4168.507324
	Iteration 28Q: 3 clusters Score -826298.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -826302.375000 Penalty: 4168.507324
	Iteration 29Q: 3 clusters Score -826302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -826302.750000 Penalty: 4168.507324
	Iteration 30Q: 3 clusters Score -826302.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -826306.937500 Penalty: 4168.507324
	Iteration 31Q: 3 clusters Score -826306.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -826309.625000 Penalty: 4168.507324
	Iteration 32Q: 3 clusters Score -826309.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -826313.062500 Penalty: 4168.507324
	Iteration 33Q: 3 clusters Score -826313.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -826317.750000 Penalty: 4168.507324
	Iteration 34Q: 3 clusters Score -826317.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -826319.187500 Penalty: 4168.507324
	Iteration 35Q: 3 clusters Score -826319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -826320.750000 Penalty: 4168.507324
	Iteration 36Q: 3 clusters Score -826320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -826324.875000 Penalty: 4168.507324
	Iteration 37Q: 3 clusters Score -826324.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -826326.750000 Penalty: 4168.507324
	Iteration 38Q: 3 clusters Score -826326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -826329.625000 Penalty: 4168.507324
	Iteration 39Q: 3 clusters Score -826329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -826331.062500 Penalty: 4168.507324
	Iteration 40F: 3 clusters Score -826331.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -826333.375000 Penalty: 4168.507324
	Iteration 41Q: 3 clusters Score -826333.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -826333.562500 Penalty: 4168.507324
	Iteration 42Q: 3 clusters Score -826333.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -826333.562500 Penalty: 4168.507324
	Iteration 43F: 3 clusters Score -826333.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Entering Unmasked Estep 
Score: -9606062.000000 Penalty: 2688.089600
	Iteration 0F: 2 clusters Score -9606062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -9575415.000000 Penalty: 5376.179199
	Iteration 0F: 3 clusters Score -9575415 nChanged 23593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -9588515.000000 Penalty: 5376.179199
	Iteration 1F: 3 clusters Score -9588515 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -9589036.000000 Penalty: 5376.179199
	Iteration 2Q: 3 clusters Score -9589036 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -9589553.000000 Penalty: 5376.179199
	Iteration 3Q: 3 clusters Score -9589553 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -9590262.000000 Penalty: 5376.179199
	Iteration 4Q: 3 clusters Score -9590262 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -9591085.000000 Penalty: 5376.179199
	Iteration 5Q: 3 clusters Score -9591085 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -9592484.000000 Penalty: 5376.179199
	Iteration 6F: 3 clusters Score -9592484 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -9594399.000000 Penalty: 5376.179199
	Iteration 7F: 3 clusters Score -9594399 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -9597004.000000 Penalty: 5376.179199
	Iteration 8F: 3 clusters Score -9597004 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -9599790.000000 Penalty: 5376.179199
	Iteration 9F: 3 clusters Score -9599790 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -9601811.000000 Penalty: 5376.179199
	Iteration 10F: 3 clusters Score -9601811 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -9602910.000000 Penalty: 5376.179199
	Iteration 11Q: 3 clusters Score -9602910 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -9603425.000000 Penalty: 5376.179199
	Iteration 12Q: 3 clusters Score -9603425 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50010 members 
Entering Unmasked Estep 
Score: -9603621.000000 Penalty: 5376.179199
	Iteration 13Q: 3 clusters Score -9603621 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -9603728.000000 Penalty: 5376.179199
	Iteration 14Q: 3 clusters Score -9603728 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -9603774.000000 Penalty: 5376.179199
	Iteration 15Q: 3 clusters Score -9603774 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -9603820.000000 Penalty: 5376.179199
	Iteration 16Q: 3 clusters Score -9603820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9603828.000000 Penalty: 5376.179199
	Iteration 17Q: 3 clusters Score -9603828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -9603847.000000 Penalty: 5376.179199
	Iteration 18Q: 3 clusters Score -9603847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -9603859.000000 Penalty: 5376.179199
	Iteration 19Q: 3 clusters Score -9603859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9603864.000000 Penalty: 5376.179199
	Iteration 20F: 3 clusters Score -9603864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -9603864.000000 Penalty: 5376.179199
	Iteration 21Q: 3 clusters Score -9603864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9603860.000000 Penalty: 5376.179199
	Iteration 22Q: 3 clusters Score -9603860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9603859.000000 Penalty: 5376.179199
	Iteration 23Q: 3 clusters Score -9603859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -9603857.000000 Penalty: 5376.179199
	Iteration 24Q: 3 clusters Score -9603857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -9603855.000000 Penalty: 5376.179199
	Iteration 25Q: 3 clusters Score -9603855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -9603870.000000 Penalty: 5376.179199
	Iteration 26Q: 3 clusters Score -9603870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -9603861.000000 Penalty: 5376.179199
	Iteration 27Q: 3 clusters Score -9603861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -9603855.000000 Penalty: 5376.179199
	Iteration 28Q: 3 clusters Score -9603855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 50603 members 
Entering Unmasked Estep 
Score: -9603863.000000 Penalty: 5376.179199
	Iteration 29Q: 3 clusters Score -9603863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9603868.000000 Penalty: 5376.179199
	Iteration 30Q: 3 clusters Score -9603868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -9603868.000000 Penalty: 5376.179199
	Iteration 31F: 3 clusters Score -9603868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -1079841.750000 Penalty: 2150.521729
	Iteration 0F: 2 clusters Score -1079842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1074739.750000 Penalty: 4301.043457
	Iteration 0F: 3 clusters Score -1074740 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1076025.000000 Penalty: 4301.043457
	Iteration 1F: 3 clusters Score -1076025 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1076250.875000 Penalty: 4301.043457
	Iteration 2F: 3 clusters Score -1076251 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1076414.000000 Penalty: 4301.043457
	Iteration 3F: 3 clusters Score -1076414 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1076537.000000 Penalty: 4301.043457
	Iteration 4Q: 3 clusters Score -1076537 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1076635.750000 Penalty: 4301.043457
	Iteration 5Q: 3 clusters Score -1076636 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1076708.500000 Penalty: 4301.043457
	Iteration 6Q: 3 clusters Score -1076708 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1076760.375000 Penalty: 4301.043457
	Iteration 7Q: 3 clusters Score -1076760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1076814.750000 Penalty: 4301.043457
	Iteration 8Q: 3 clusters Score -1076815 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1076864.875000 Penalty: 4301.043457
	Iteration 9Q: 3 clusters Score -1076865 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1076910.375000 Penalty: 4301.043457
	Iteration 10Q: 3 clusters Score -1076910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1076971.375000 Penalty: 4301.043457
	Iteration 11Q: 3 clusters Score -1076971 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1077041.875000 Penalty: 4301.043457
	Iteration 12Q: 3 clusters Score -1077042 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1077119.750000 Penalty: 4301.043457
	Iteration 13Q: 3 clusters Score -1077120 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1077196.875000 Penalty: 4301.043457
	Iteration 14Q: 3 clusters Score -1077197 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1077261.500000 Penalty: 4301.043457
	Iteration 15Q: 3 clusters Score -1077262 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1077338.750000 Penalty: 4301.043457
	Iteration 16Q: 3 clusters Score -1077339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1077423.375000 Penalty: 4301.043457
	Iteration 17Q: 3 clusters Score -1077423 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1077523.625000 Penalty: 4301.043457
	Iteration 18Q: 3 clusters Score -1077524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1077628.625000 Penalty: 4301.043457
	Iteration 19Q: 3 clusters Score -1077629 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1077714.375000 Penalty: 4301.043457
	Iteration 20F: 3 clusters Score -1077714 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1077789.500000 Penalty: 4301.043457
	Iteration 21Q: 3 clusters Score -1077790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1077861.375000 Penalty: 4301.043457
	Iteration 22Q: 3 clusters Score -1077861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1077928.125000 Penalty: 4301.043457
	Iteration 23Q: 3 clusters Score -1077928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1077988.000000 Penalty: 4301.043457
	Iteration 24Q: 3 clusters Score -1077988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1078027.125000 Penalty: 4301.043457
	Iteration 25Q: 3 clusters Score -1078027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1078056.875000 Penalty: 4301.043457
	Iteration 26Q: 3 clusters Score -1078057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1078082.500000 Penalty: 4301.043457
	Iteration 27Q: 3 clusters Score -1078082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1078097.375000 Penalty: 4301.043457
	Iteration 28Q: 3 clusters Score -1078097 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1078111.250000 Penalty: 4301.043457
	Iteration 29Q: 3 clusters Score -1078111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1078116.750000 Penalty: 4301.043457
	Iteration 30Q: 3 clusters Score -1078117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1078122.375000 Penalty: 4301.043457
	Iteration 31Q: 3 clusters Score -1078122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1078124.250000 Penalty: 4301.043457
	Iteration 32Q: 3 clusters Score -1078124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1078129.125000 Penalty: 4301.043457
	Iteration 33Q: 3 clusters Score -1078129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1078131.125000 Penalty: 4301.043457
	Iteration 34Q: 3 clusters Score -1078131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1078137.500000 Penalty: 4301.043457
	Iteration 35Q: 3 clusters Score -1078138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1078137.125000 Penalty: 4301.043457
	Iteration 36Q: 3 clusters Score -1078137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1078141.250000 Penalty: 4301.043457
	Iteration 37Q: 3 clusters Score -1078141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1078142.875000 Penalty: 4301.043457
	Iteration 38Q: 3 clusters Score -1078143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1078145.500000 Penalty: 4301.043457
	Iteration 39Q: 3 clusters Score -1078146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1078150.125000 Penalty: 4301.043457
	Iteration 40F: 3 clusters Score -1078150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1078158.375000 Penalty: 4301.043457
	Iteration 41Q: 3 clusters Score -1078158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1078161.375000 Penalty: 4301.043457
	Iteration 42Q: 3 clusters Score -1078161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1078162.375000 Penalty: 4301.043457
	Iteration 43Q: 3 clusters Score -1078162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1078163.375000 Penalty: 4301.043457
	Iteration 44Q: 3 clusters Score -1078163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1078163.375000 Penalty: 4301.043457
	Iteration 45F: 3 clusters Score -1078163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (46151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Entering Unmasked Estep 
Score: -8617872.000000 Penalty: 2663.438965
	Iteration 0F: 2 clusters Score -8617872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -8587712.000000 Penalty: 5326.877930
	Iteration 0F: 3 clusters Score -8587712 nChanged 21125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8599513.000000 Penalty: 5326.877930
	Iteration 1F: 3 clusters Score -8599513 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -8600023.000000 Penalty: 5326.877930
	Iteration 2Q: 3 clusters Score -8600023 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -8600467.000000 Penalty: 5326.877930
	Iteration 3Q: 3 clusters Score -8600467 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -8600873.000000 Penalty: 5326.877930
	Iteration 4Q: 3 clusters Score -8600873 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8601337.000000 Penalty: 5326.877930
	Iteration 5Q: 3 clusters Score -8601337 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -8601998.000000 Penalty: 5326.877930
	Iteration 6Q: 3 clusters Score -8601998 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -8602890.000000 Penalty: 5326.877930
	Iteration 7Q: 3 clusters Score -8602890 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -8604168.000000 Penalty: 5326.877930
	Iteration 8F: 3 clusters Score -8604168 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -8605973.000000 Penalty: 5326.877930
	Iteration 9F: 3 clusters Score -8605973 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -8608091.000000 Penalty: 5326.877930
	Iteration 10F: 3 clusters Score -8608091 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8610191.000000 Penalty: 5326.877930
	Iteration 11F: 3 clusters Score -8610191 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -8611920.000000 Penalty: 5326.877930
	Iteration 12Q: 3 clusters Score -8611920 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8613203.000000 Penalty: 5326.877930
	Iteration 13Q: 3 clusters Score -8613203 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8614134.000000 Penalty: 5326.877930
	Iteration 14Q: 3 clusters Score -8614134 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8614673.000000 Penalty: 5326.877930
	Iteration 15Q: 3 clusters Score -8614673 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8615105.000000 Penalty: 5326.877930
	Iteration 16Q: 3 clusters Score -8615105 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8615401.000000 Penalty: 5326.877930
	Iteration 17Q: 3 clusters Score -8615401 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8615577.000000 Penalty: 5326.877930
	Iteration 18Q: 3 clusters Score -8615577 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8615711.000000 Penalty: 5326.877930
	Iteration 19Q: 3 clusters Score -8615711 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -8615855.000000 Penalty: 5326.877930
	Iteration 20F: 3 clusters Score -8615855 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8615952.000000 Penalty: 5326.877930
	Iteration 21Q: 3 clusters Score -8615952 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8616007.000000 Penalty: 5326.877930
	Iteration 22Q: 3 clusters Score -8616007 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8616076.000000 Penalty: 5326.877930
	Iteration 23Q: 3 clusters Score -8616076 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8616140.000000 Penalty: 5326.877930
	Iteration 24Q: 3 clusters Score -8616140 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8616159.000000 Penalty: 5326.877930
	Iteration 25Q: 3 clusters Score -8616159 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8616196.000000 Penalty: 5326.877930
	Iteration 26Q: 3 clusters Score -8616196 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8616247.000000 Penalty: 5326.877930
	Iteration 27Q: 3 clusters Score -8616247 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8616288.000000 Penalty: 5326.877930
	Iteration 28Q: 3 clusters Score -8616288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -8616316.000000 Penalty: 5326.877930
	Iteration 29Q: 3 clusters Score -8616316 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8616322.000000 Penalty: 5326.877930
	Iteration 30Q: 3 clusters Score -8616322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8616326.000000 Penalty: 5326.877930
	Iteration 31Q: 3 clusters Score -8616326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -8616345.000000 Penalty: 5326.877930
	Iteration 32Q: 3 clusters Score -8616345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8616348.000000 Penalty: 5326.877930
	Iteration 33Q: 3 clusters Score -8616348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -8616359.000000 Penalty: 5326.877930
	Iteration 34Q: 3 clusters Score -8616359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8616353.000000 Penalty: 5326.877930
	Iteration 35Q: 3 clusters Score -8616353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8616355.000000 Penalty: 5326.877930
	Iteration 36Q: 3 clusters Score -8616355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8616362.000000 Penalty: 5326.877930
	Iteration 37Q: 3 clusters Score -8616362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8616372.000000 Penalty: 5326.877930
	Iteration 38Q: 3 clusters Score -8616372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8616373.000000 Penalty: 5326.877930
	Iteration 39Q: 3 clusters Score -8616373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -8616382.000000 Penalty: 5326.877930
	Iteration 40F: 3 clusters Score -8616382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8616359.000000 Penalty: 5326.877930
	Iteration 41Q: 3 clusters Score -8616359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8616373.000000 Penalty: 5326.877930
	Iteration 42Q: 3 clusters Score -8616373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8616379.000000 Penalty: 5326.877930
	Iteration 43Q: 3 clusters Score -8616379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -8616380.000000 Penalty: 5326.877930
	Iteration 44Q: 3 clusters Score -8616380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8616382.000000 Penalty: 5326.877930
	Iteration 45Q: 3 clusters Score -8616382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8616379.000000 Penalty: 5326.877930
	Iteration 46Q: 3 clusters Score -8616379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8616378.000000 Penalty: 5326.877930
	Iteration 47Q: 3 clusters Score -8616378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8616372.000000 Penalty: 5326.877930
	Iteration 48Q: 3 clusters Score -8616372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8616372.000000 Penalty: 5326.877930
	Iteration 49F: 3 clusters Score -8616372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117580.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -115994.273438 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115994.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -116352.421875 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116352.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116546.515625 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116546.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116670.273438 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -116670.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116715.562500 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -116715.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -116759.929688 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -116759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -116788.953125 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -116789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116805.664062 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -116805.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -116817.523438 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -116817.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -116828.468750 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -116828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -116837.484375 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -116837.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116842.265625 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -116842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116845.468750 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -116845.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116850.382812 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -116850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -116856.070312 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -116856.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116861.945312 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -116861.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -116872.468750 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -116872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -116890.585938 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -116890.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116919.757812 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -116919.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -116958.632812 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -116958.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116989.835938 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -116989.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117005.664062 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -117005.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117021.757812 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -117021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117037.039062 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -117037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117052.070312 Penalty: 3234.228271
	Iteration 24Q: 3 clusters Score -117052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117059.054688 Penalty: 3234.228271
	Iteration 25Q: 3 clusters Score -117059.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -117066.156250 Penalty: 3234.228271
	Iteration 26Q: 3 clusters Score -117066.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117077.718750 Penalty: 3234.228271
	Iteration 27Q: 3 clusters Score -117077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -117086.843750 Penalty: 3234.228271
	Iteration 28Q: 3 clusters Score -117086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117090.742188 Penalty: 3234.228271
	Iteration 29Q: 3 clusters Score -117090.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117099.265625 Penalty: 3234.228271
	Iteration 30Q: 3 clusters Score -117099.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117111.437500 Penalty: 3234.228271
	Iteration 31Q: 3 clusters Score -117111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117118.414062 Penalty: 3234.228271
	Iteration 32Q: 3 clusters Score -117118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -117123.906250 Penalty: 3234.228271
	Iteration 33Q: 3 clusters Score -117123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117127.296875 Penalty: 3234.228271
	Iteration 34Q: 3 clusters Score -117127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117127.296875 Penalty: 3234.228271
	Iteration 35F: 3 clusters Score -117127.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (45156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Entering Unmasked Estep 
Score: -8453082.000000 Penalty: 2658.033936
	Iteration 0F: 2 clusters Score -8453082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -8423723.000000 Penalty: 5316.067871
	Iteration 0F: 3 clusters Score -8423723 nChanged 20848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8435042.000000 Penalty: 5316.067871
	Iteration 1F: 3 clusters Score -8435042 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -8435548.000000 Penalty: 5316.067871
	Iteration 2Q: 3 clusters Score -8435548 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -8436093.000000 Penalty: 5316.067871
	Iteration 3Q: 3 clusters Score -8436093 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8436749.000000 Penalty: 5316.067871
	Iteration 4Q: 3 clusters Score -8436749 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -8437682.000000 Penalty: 5316.067871
	Iteration 5Q: 3 clusters Score -8437682 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -8438909.000000 Penalty: 5316.067871
	Iteration 6Q: 3 clusters Score -8438909 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -8440457.000000 Penalty: 5316.067871
	Iteration 7F: 3 clusters Score -8440457 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -8442307.000000 Penalty: 5316.067871
	Iteration 8F: 3 clusters Score -8442307 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -8444147.000000 Penalty: 5316.067871
	Iteration 9F: 3 clusters Score -8444147 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8445827.000000 Penalty: 5316.067871
	Iteration 10Q: 3 clusters Score -8445827 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -8447161.000000 Penalty: 5316.067871
	Iteration 11Q: 3 clusters Score -8447161 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -8448166.000000 Penalty: 5316.067871
	Iteration 12Q: 3 clusters Score -8448166 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -8448900.000000 Penalty: 5316.067871
	Iteration 13Q: 3 clusters Score -8448900 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8449411.000000 Penalty: 5316.067871
	Iteration 14Q: 3 clusters Score -8449411 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -8449773.000000 Penalty: 5316.067871
	Iteration 15Q: 3 clusters Score -8449773 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8449989.000000 Penalty: 5316.067871
	Iteration 16Q: 3 clusters Score -8449989 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8450162.000000 Penalty: 5316.067871
	Iteration 17Q: 3 clusters Score -8450162 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8450296.000000 Penalty: 5316.067871
	Iteration 18Q: 3 clusters Score -8450296 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8450426.000000 Penalty: 5316.067871
	Iteration 19Q: 3 clusters Score -8450426 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8450534.000000 Penalty: 5316.067871
	Iteration 20F: 3 clusters Score -8450534 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8450599.000000 Penalty: 5316.067871
	Iteration 21Q: 3 clusters Score -8450599 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8450673.000000 Penalty: 5316.067871
	Iteration 22Q: 3 clusters Score -8450673 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8450708.000000 Penalty: 5316.067871
	Iteration 23Q: 3 clusters Score -8450708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8450741.000000 Penalty: 5316.067871
	Iteration 24Q: 3 clusters Score -8450741 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8450772.000000 Penalty: 5316.067871
	Iteration 25Q: 3 clusters Score -8450772 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8450803.000000 Penalty: 5316.067871
	Iteration 26Q: 3 clusters Score -8450803 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8450824.000000 Penalty: 5316.067871
	Iteration 27Q: 3 clusters Score -8450824 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8450839.000000 Penalty: 5316.067871
	Iteration 28Q: 3 clusters Score -8450839 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8450843.000000 Penalty: 5316.067871
	Iteration 29Q: 3 clusters Score -8450843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8450862.000000 Penalty: 5316.067871
	Iteration 30Q: 3 clusters Score -8450862 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8450874.000000 Penalty: 5316.067871
	Iteration 31Q: 3 clusters Score -8450874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8450893.000000 Penalty: 5316.067871
	Iteration 32Q: 3 clusters Score -8450893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8450909.000000 Penalty: 5316.067871
	Iteration 33Q: 3 clusters Score -8450909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8450903.000000 Penalty: 5316.067871
	Iteration 34Q: 3 clusters Score -8450903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8450912.000000 Penalty: 5316.067871
	Iteration 35Q: 3 clusters Score -8450912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8450909.000000 Penalty: 5316.067871
	Iteration 36Q: 3 clusters Score -8450909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8450917.000000 Penalty: 5316.067871
	Iteration 37Q: 3 clusters Score -8450917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8450927.000000 Penalty: 5316.067871
	Iteration 38Q: 3 clusters Score -8450927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8450920.000000 Penalty: 5316.067871
	Iteration 39Q: 3 clusters Score -8450920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8450920.000000 Penalty: 5316.067871
	Iteration 40F: 3 clusters Score -8450920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8450934.000000 Penalty: 5316.067871
	Iteration 41Q: 3 clusters Score -8450934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8450955.000000 Penalty: 5316.067871
	Iteration 42Q: 3 clusters Score -8450955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8450961.000000 Penalty: 5316.067871
	Iteration 43Q: 3 clusters Score -8450961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8450972.000000 Penalty: 5316.067871
	Iteration 44Q: 3 clusters Score -8450972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8450985.000000 Penalty: 5316.067871
	Iteration 45Q: 3 clusters Score -8450985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8451004.000000 Penalty: 5316.067871
	Iteration 46Q: 3 clusters Score -8451004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8451018.000000 Penalty: 5316.067871
	Iteration 47Q: 3 clusters Score -8451018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8451027.000000 Penalty: 5316.067871
	Iteration 48Q: 3 clusters Score -8451027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8451016.000000 Penalty: 5316.067871
	Iteration 49Q: 3 clusters Score -8451016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8451023.000000 Penalty: 5316.067871
	Iteration 50Q: 3 clusters Score -8451023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8451028.000000 Penalty: 5316.067871
	Iteration 51Q: 3 clusters Score -8451028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8451022.000000 Penalty: 5316.067871
	Iteration 52Q: 3 clusters Score -8451022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8451029.000000 Penalty: 5316.067871
	Iteration 53Q: 3 clusters Score -8451029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8451030.000000 Penalty: 5316.067871
	Iteration 54Q: 3 clusters Score -8451030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8451035.000000 Penalty: 5316.067871
	Iteration 55Q: 3 clusters Score -8451035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8451034.000000 Penalty: 5316.067871
	Iteration 56Q: 3 clusters Score -8451034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8451037.000000 Penalty: 5316.067871
	Iteration 57Q: 3 clusters Score -8451037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8451035.000000 Penalty: 5316.067871
	Iteration 58Q: 3 clusters Score -8451035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8451040.000000 Penalty: 5316.067871
	Iteration 59Q: 3 clusters Score -8451040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8451040.000000 Penalty: 5316.067871
	Iteration 60F: 3 clusters Score -8451040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8451046.000000 Penalty: 5316.067871
	Iteration 61Q: 3 clusters Score -8451046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8451051.000000 Penalty: 5316.067871
	Iteration 62Q: 3 clusters Score -8451051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8451049.000000 Penalty: 5316.067871
	Iteration 63Q: 3 clusters Score -8451049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8451049.000000 Penalty: 5316.067871
	Iteration 64F: 3 clusters Score -8451049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (47223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Entering Unmasked Estep 
Score: -8886469.000000 Penalty: 2669.133789
	Iteration 0F: 2 clusters Score -8886469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -8855962.000000 Penalty: 5338.267578
	Iteration 0F: 3 clusters Score -8855962 nChanged 21777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -8868138.000000 Penalty: 5338.267578
	Iteration 1F: 3 clusters Score -8868138 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -8868679.000000 Penalty: 5338.267578
	Iteration 2Q: 3 clusters Score -8868679 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -8869228.000000 Penalty: 5338.267578
	Iteration 3Q: 3 clusters Score -8869228 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -8869982.000000 Penalty: 5338.267578
	Iteration 4Q: 3 clusters Score -8869982 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8871051.000000 Penalty: 5338.267578
	Iteration 5Q: 3 clusters Score -8871051 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -8872596.000000 Penalty: 5338.267578
	Iteration 6F: 3 clusters Score -8872596 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8874656.000000 Penalty: 5338.267578
	Iteration 7F: 3 clusters Score -8874656 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8877096.000000 Penalty: 5338.267578
	Iteration 8F: 3 clusters Score -8877096 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8879321.000000 Penalty: 5338.267578
	Iteration 9F: 3 clusters Score -8879321 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8881024.000000 Penalty: 5338.267578
	Iteration 10Q: 3 clusters Score -8881024 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8882236.000000 Penalty: 5338.267578
	Iteration 11Q: 3 clusters Score -8882236 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8882993.000000 Penalty: 5338.267578
	Iteration 12Q: 3 clusters Score -8882993 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -8883446.000000 Penalty: 5338.267578
	Iteration 13Q: 3 clusters Score -8883446 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8883749.000000 Penalty: 5338.267578
	Iteration 14Q: 3 clusters Score -8883749 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -8883881.000000 Penalty: 5338.267578
	Iteration 15Q: 3 clusters Score -8883881 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -8883987.000000 Penalty: 5338.267578
	Iteration 16Q: 3 clusters Score -8883987 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -8884036.000000 Penalty: 5338.267578
	Iteration 17Q: 3 clusters Score -8884036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -8884084.000000 Penalty: 5338.267578
	Iteration 18Q: 3 clusters Score -8884084 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -8884120.000000 Penalty: 5338.267578
	Iteration 19Q: 3 clusters Score -8884120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -8884150.000000 Penalty: 5338.267578
	Iteration 20F: 3 clusters Score -8884150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -8884166.000000 Penalty: 5338.267578
	Iteration 21Q: 3 clusters Score -8884166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8884174.000000 Penalty: 5338.267578
	Iteration 22Q: 3 clusters Score -8884174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -8884184.000000 Penalty: 5338.267578
	Iteration 23Q: 3 clusters Score -8884184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -8884205.000000 Penalty: 5338.267578
	Iteration 24Q: 3 clusters Score -8884205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8884211.000000 Penalty: 5338.267578
	Iteration 25Q: 3 clusters Score -8884211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -8884219.000000 Penalty: 5338.267578
	Iteration 26Q: 3 clusters Score -8884219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -8884215.000000 Penalty: 5338.267578
	Iteration 27Q: 3 clusters Score -8884215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -8884218.000000 Penalty: 5338.267578
	Iteration 28Q: 3 clusters Score -8884218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -8884225.000000 Penalty: 5338.267578
	Iteration 29Q: 3 clusters Score -8884225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8884230.000000 Penalty: 5338.267578
	Iteration 30Q: 3 clusters Score -8884230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8884234.000000 Penalty: 5338.267578
	Iteration 31Q: 3 clusters Score -8884234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 46899 members 
Entering Unmasked Estep 
Score: -8884234.000000 Penalty: 5338.267578
	Iteration 32F: 3 clusters Score -8884234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 47875 members 
Mstep: Class 4 contains 41091 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22013 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53267 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 42143 members 
Mstep: Class 15 contains 40661 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26578 members 
Mstep: Class 18 contains 40261 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26498 members 
Mstep: Class 21 contains 5798 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50974 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 46151 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45156 members 
Mstep: Class 31 contains 47223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158928.000000 Penalty: 103966.859375
Iteration 319Q: 32 clusters Score -1.371589e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 43290 members 
Mstep: Class 3 contains 47816 members 
Mstep: Class 4 contains 40997 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22021 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45595 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53236 members 
Mstep: Class 13 contains 6425 members 
Mstep: Class 14 contains 42665 members 
Mstep: Class 15 contains 40507 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 26537 members 
Mstep: Class 18 contains 40206 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 5799 members 
Mstep: Class 22 contains 48384 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 50857 members 
Mstep: Class 27 contains 5840 members 
Mstep: Class 28 contains 45983 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45162 members 
Mstep: Class 31 contains 47732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159648.000000 Penalty: 103966.859375
Iteration 320F: 32 clusters Score -1.371596e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 43123 members 
Mstep: Class 3 contains 47776 members 
Mstep: Class 4 contains 40898 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22032 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45561 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53263 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 43204 members 
Mstep: Class 15 contains 40339 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 26489 members 
Mstep: Class 18 contains 40134 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 5804 members 
Mstep: Class 22 contains 48350 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 50698 members 
Mstep: Class 27 contains 5835 members 
Mstep: Class 28 contains 45808 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45168 members 
Mstep: Class 31 contains 48229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159632.000000 Penalty: 103966.859375
Iteration 321Q: 32 clusters Score -1.371596e+08 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 42924 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 40812 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22042 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45566 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53299 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 43866 members 
Mstep: Class 15 contains 40158 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 26448 members 
Mstep: Class 18 contains 40100 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26505 members 
Mstep: Class 21 contains 5805 members 
Mstep: Class 22 contains 48332 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4467 members 
Mstep: Class 26 contains 50438 members 
Mstep: Class 27 contains 5831 members 
Mstep: Class 28 contains 45518 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45178 members 
Mstep: Class 31 contains 48747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159904.000000 Penalty: 103966.859375
Iteration 322Q: 32 clusters Score -1.371599e+08 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 42706 members 
Mstep: Class 3 contains 47843 members 
Mstep: Class 4 contains 40718 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22037 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45556 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53320 members 
Mstep: Class 13 contains 6377 members 
Mstep: Class 14 contains 44602 members 
Mstep: Class 15 contains 39970 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 26416 members 
Mstep: Class 18 contains 40078 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26517 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 48304 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4462 members 
Mstep: Class 26 contains 50056 members 
Mstep: Class 27 contains 5829 members 
Mstep: Class 28 contains 45173 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45200 members 
Mstep: Class 31 contains 49272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159648.000000 Penalty: 103966.859375
Iteration 323Q: 32 clusters Score -1.371596e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 42525 members 
Mstep: Class 3 contains 47973 members 
Mstep: Class 4 contains 40635 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22048 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53372 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 45266 members 
Mstep: Class 15 contains 39777 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26385 members 
Mstep: Class 18 contains 40062 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26519 members 
Mstep: Class 21 contains 5818 members 
Mstep: Class 22 contains 48279 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4462 members 
Mstep: Class 26 contains 49820 members 
Mstep: Class 27 contains 5839 members 
Mstep: Class 28 contains 44780 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45207 members 
Mstep: Class 31 contains 49611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159776.000000 Penalty: 103966.859375
Iteration 324Q: 32 clusters Score -1.371598e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 42392 members 
Mstep: Class 3 contains 48021 members 
Mstep: Class 4 contains 40552 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22060 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45502 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53442 members 
Mstep: Class 13 contains 6351 members 
Mstep: Class 14 contains 45899 members 
Mstep: Class 15 contains 39585 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26369 members 
Mstep: Class 18 contains 40033 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26515 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 48252 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2356 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 49563 members 
Mstep: Class 27 contains 5844 members 
Mstep: Class 28 contains 44320 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45212 members 
Mstep: Class 31 contains 50107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159504.000000 Penalty: 103966.859375
Iteration 325Q: 32 clusters Score -1.371595e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 42328 members 
Mstep: Class 3 contains 48134 members 
Mstep: Class 4 contains 40479 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22059 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45468 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53507 members 
Mstep: Class 13 contains 6342 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 39390 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26348 members 
Mstep: Class 18 contains 40016 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 48247 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4465 members 
Mstep: Class 26 contains 49240 members 
Mstep: Class 27 contains 5850 members 
Mstep: Class 28 contains 43826 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45215 members 
Mstep: Class 31 contains 50530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159504.000000 Penalty: 103966.859375
Iteration 326Q: 32 clusters Score -1.371595e+08 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 48199 members 
Mstep: Class 4 contains 40406 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22078 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53551 members 
Mstep: Class 13 contains 6334 members 
Mstep: Class 14 contains 47260 members 
Mstep: Class 15 contains 39171 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26343 members 
Mstep: Class 18 contains 39974 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 5872 members 
Mstep: Class 22 contains 48246 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4468 members 
Mstep: Class 26 contains 48934 members 
Mstep: Class 27 contains 5849 members 
Mstep: Class 28 contains 43342 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45239 members 
Mstep: Class 31 contains 50830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159312.000000 Penalty: 103966.859375
Iteration 327Q: 32 clusters Score -1.371593e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 42365 members 
Mstep: Class 3 contains 48258 members 
Mstep: Class 4 contains 40321 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22082 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45392 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53613 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 47841 members 
Mstep: Class 15 contains 38939 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26324 members 
Mstep: Class 18 contains 39956 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26530 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 48247 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4469 members 
Mstep: Class 26 contains 48717 members 
Mstep: Class 27 contains 5854 members 
Mstep: Class 28 contains 43087 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45235 members 
Mstep: Class 31 contains 50851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159440.000000 Penalty: 103966.859375
Iteration 328Q: 32 clusters Score -1.371594e+08 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 42424 members 
Mstep: Class 3 contains 48304 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22097 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53677 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 48389 members 
Mstep: Class 15 contains 38693 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 26285 members 
Mstep: Class 18 contains 39962 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 5952 members 
Mstep: Class 22 contains 48243 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4466 members 
Mstep: Class 26 contains 48589 members 
Mstep: Class 27 contains 5859 members 
Mstep: Class 28 contains 42870 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45255 members 
Mstep: Class 31 contains 50747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159568.000000 Penalty: 103966.859375
Iteration 329Q: 32 clusters Score -1.371596e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 42532 members 
Mstep: Class 3 contains 48347 members 
Mstep: Class 4 contains 40216 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22090 members 
Mstep: Class 9 contains 1028 members 
Mstep: Class 10 contains 45317 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53769 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 48859 members 
Mstep: Class 15 contains 38439 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26256 members 
Mstep: Class 18 contains 39968 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26553 members 
Mstep: Class 21 contains 5976 members 
Mstep: Class 22 contains 48248 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 48468 members 
Mstep: Class 27 contains 5860 members 
Mstep: Class 28 contains 42808 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45258 members 
Mstep: Class 31 contains 50512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159344.000000 Penalty: 103966.859375
Iteration 330Q: 32 clusters Score -1.371593e+08 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 42640 members 
Mstep: Class 3 contains 48379 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22087 members 
Mstep: Class 9 contains 1027 members 
Mstep: Class 10 contains 45299 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53854 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 15 contains 38198 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26224 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 48230 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4459 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5867 members 
Mstep: Class 28 contains 42798 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45279 members 
Mstep: Class 31 contains 50299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 103966.859375
Iteration 331Q: 32 clusters Score -1.371597e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 42743 members 
Mstep: Class 3 contains 48423 members 
Mstep: Class 4 contains 40103 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22080 members 
Mstep: Class 9 contains 1026 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53894 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 49406 members 
Mstep: Class 15 contains 37949 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26196 members 
Mstep: Class 18 contains 39975 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 48205 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4457 members 
Mstep: Class 26 contains 48346 members 
Mstep: Class 27 contains 5873 members 
Mstep: Class 28 contains 42822 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45304 members 
Mstep: Class 31 contains 50112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 103966.859375
Iteration 332Q: 32 clusters Score -1.371599e+08 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 42852 members 
Mstep: Class 3 contains 48435 members 
Mstep: Class 4 contains 40043 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1076 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22077 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45412 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53914 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 49445 members 
Mstep: Class 15 contains 37707 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26181 members 
Mstep: Class 18 contains 39988 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 6057 members 
Mstep: Class 22 contains 48203 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4454 members 
Mstep: Class 26 contains 48392 members 
Mstep: Class 27 contains 5889 members 
Mstep: Class 28 contains 42903 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45330 members 
Mstep: Class 31 contains 49915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159648.000000 Penalty: 103966.859375
Iteration 333Q: 32 clusters Score -1.371596e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 42932 members 
Mstep: Class 3 contains 48457 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22067 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45466 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53920 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 49377 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26182 members 
Mstep: Class 18 contains 39987 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26556 members 
Mstep: Class 21 contains 6076 members 
Mstep: Class 22 contains 48181 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 48482 members 
Mstep: Class 27 contains 5896 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45398 members 
Mstep: Class 31 contains 49785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160064.000000 Penalty: 103966.859375
Iteration 334Q: 32 clusters Score -1.371601e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 43018 members 
Mstep: Class 3 contains 48447 members 
Mstep: Class 4 contains 39906 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22057 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 53960 members 
Mstep: Class 13 contains 6301 members 
Mstep: Class 14 contains 49267 members 
Mstep: Class 15 contains 37320 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 39984 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 6089 members 
Mstep: Class 22 contains 48156 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 48600 members 
Mstep: Class 27 contains 5903 members 
Mstep: Class 28 contains 43070 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45448 members 
Mstep: Class 31 contains 49706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 335Q: 32 clusters Score -1.3716e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 43051 members 
Mstep: Class 3 contains 48469 members 
Mstep: Class 4 contains 39833 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22053 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45574 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54017 members 
Mstep: Class 13 contains 6296 members 
Mstep: Class 14 contains 49205 members 
Mstep: Class 15 contains 37148 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26162 members 
Mstep: Class 18 contains 39961 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6101 members 
Mstep: Class 22 contains 48115 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4454 members 
Mstep: Class 26 contains 48655 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 43168 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45484 members 
Mstep: Class 31 contains 49665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159984.000000 Penalty: 103966.859375
Iteration 336Q: 32 clusters Score -1.3716e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 43045 members 
Mstep: Class 3 contains 48494 members 
Mstep: Class 4 contains 39758 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22046 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45648 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54039 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 49160 members 
Mstep: Class 15 contains 36949 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 39967 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 6114 members 
Mstep: Class 22 contains 48068 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4452 members 
Mstep: Class 26 contains 48712 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 43239 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45540 members 
Mstep: Class 31 contains 49682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 337Q: 32 clusters Score -1.3716e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 43082 members 
Mstep: Class 3 contains 48506 members 
Mstep: Class 4 contains 39702 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22048 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45703 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54078 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 49081 members 
Mstep: Class 15 contains 36794 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26140 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26556 members 
Mstep: Class 21 contains 6128 members 
Mstep: Class 22 contains 48020 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4452 members 
Mstep: Class 26 contains 48770 members 
Mstep: Class 27 contains 5926 members 
Mstep: Class 28 contains 43310 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45548 members 
Mstep: Class 31 contains 49700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 338Q: 32 clusters Score -1.371601e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 43141 members 
Mstep: Class 3 contains 48508 members 
Mstep: Class 4 contains 39661 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22036 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45734 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 49037 members 
Mstep: Class 15 contains 36596 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 18 contains 39965 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 6143 members 
Mstep: Class 22 contains 47994 members 
Mstep: Class 23 contains 5580 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4448 members 
Mstep: Class 26 contains 48798 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 43360 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45563 members 
Mstep: Class 31 contains 49747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 103966.859375
Iteration 339Q: 32 clusters Score -1.3716e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41397 members 
Mstep: Class 2 contains 43179 members 
Mstep: Class 3 contains 48491 members 
Mstep: Class 4 contains 39616 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22041 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45778 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54154 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 48992 members 
Mstep: Class 15 contains 36406 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 39977 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 6158 members 
Mstep: Class 22 contains 47964 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4444 members 
Mstep: Class 26 contains 48840 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 43401 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45585 members 
Mstep: Class 31 contains 49782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 340F: 32 clusters Score -1.3716e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 43216 members 
Mstep: Class 3 contains 48474 members 
Mstep: Class 4 contains 39590 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22034 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45799 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54187 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 48955 members 
Mstep: Class 15 contains 36211 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 39978 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26553 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 47935 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4443 members 
Mstep: Class 26 contains 48865 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43445 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45618 members 
Mstep: Class 31 contains 49839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 103966.859375
Iteration 341Q: 32 clusters Score -1.371597e+08 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 43266 members 
Mstep: Class 3 contains 48482 members 
Mstep: Class 4 contains 39553 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22028 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45819 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54200 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 48953 members 
Mstep: Class 15 contains 35991 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 39979 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 6184 members 
Mstep: Class 22 contains 47889 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 2355 members 
Mstep: Class 25 contains 4441 members 
Mstep: Class 26 contains 48911 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43493 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45646 members 
Mstep: Class 31 contains 49870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159728.000000 Penalty: 103966.859375
Iteration 342Q: 32 clusters Score -1.371597e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 43311 members 
Mstep: Class 3 contains 48487 members 
Mstep: Class 4 contains 39535 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22019 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45831 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54228 members 
Mstep: Class 13 contains 6272 members 
Mstep: Class 14 contains 48920 members 
Mstep: Class 15 contains 35794 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26098 members 
Mstep: Class 18 contains 39993 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 47860 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 48918 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 43543 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45686 members 
Mstep: Class 31 contains 49904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 343Q: 32 clusters Score -1.371598e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 43384 members 
Mstep: Class 3 contains 48468 members 
Mstep: Class 4 contains 39486 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 22007 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45851 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54236 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 48890 members 
Mstep: Class 15 contains 35612 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26092 members 
Mstep: Class 18 contains 40015 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26541 members 
Mstep: Class 21 contains 6198 members 
Mstep: Class 22 contains 47831 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 48953 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 43604 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45733 members 
Mstep: Class 31 contains 49924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159536.000000 Penalty: 103966.859375
Iteration 344Q: 32 clusters Score -1.371595e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 43446 members 
Mstep: Class 3 contains 48475 members 
Mstep: Class 4 contains 39419 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21990 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45888 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54255 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 48879 members 
Mstep: Class 15 contains 35426 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26073 members 
Mstep: Class 18 contains 40039 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6202 members 
Mstep: Class 22 contains 47795 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4433 members 
Mstep: Class 26 contains 48953 members 
Mstep: Class 27 contains 5926 members 
Mstep: Class 28 contains 43652 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45764 members 
Mstep: Class 31 contains 49961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159728.000000 Penalty: 103966.859375
Iteration 345Q: 32 clusters Score -1.371597e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 43498 members 
Mstep: Class 3 contains 48491 members 
Mstep: Class 4 contains 39376 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21976 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54273 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 48854 members 
Mstep: Class 15 contains 35222 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 26063 members 
Mstep: Class 18 contains 40050 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 47754 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 48986 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43741 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45780 members 
Mstep: Class 31 contains 49974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159680.000000 Penalty: 103966.859375
Iteration 346Q: 32 clusters Score -1.371597e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 43559 members 
Mstep: Class 3 contains 48504 members 
Mstep: Class 4 contains 39324 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21967 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 45998 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54280 members 
Mstep: Class 13 contains 6256 members 
Mstep: Class 14 contains 48855 members 
Mstep: Class 15 contains 35016 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26046 members 
Mstep: Class 18 contains 40070 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 47719 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4425 members 
Mstep: Class 26 contains 49022 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43814 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45821 members 
Mstep: Class 31 contains 49951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159952.000000 Penalty: 103966.859375
Iteration 347Q: 32 clusters Score -1.3716e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 43600 members 
Mstep: Class 3 contains 48529 members 
Mstep: Class 4 contains 39288 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21949 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54307 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 48857 members 
Mstep: Class 15 contains 34810 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26034 members 
Mstep: Class 18 contains 40099 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 6201 members 
Mstep: Class 22 contains 47684 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4420 members 
Mstep: Class 26 contains 49083 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 43859 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45852 members 
Mstep: Class 31 contains 49899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159824.000000 Penalty: 103966.859375
Iteration 348Q: 32 clusters Score -1.371598e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 43643 members 
Mstep: Class 3 contains 48542 members 
Mstep: Class 4 contains 39235 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21930 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46082 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54363 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 48803 members 
Mstep: Class 15 contains 34655 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 40154 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 6205 members 
Mstep: Class 22 contains 47676 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 49096 members 
Mstep: Class 27 contains 5947 members 
Mstep: Class 28 contains 43914 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45872 members 
Mstep: Class 31 contains 49856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159616.000000 Penalty: 103966.859375
Iteration 349Q: 32 clusters Score -1.371596e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 43675 members 
Mstep: Class 3 contains 48551 members 
Mstep: Class 4 contains 39181 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21923 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46106 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54383 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 48776 members 
Mstep: Class 15 contains 34523 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40205 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26547 members 
Mstep: Class 21 contains 6208 members 
Mstep: Class 22 contains 47673 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 49092 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 43983 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45907 members 
Mstep: Class 31 contains 49793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 350Q: 32 clusters Score -1.371598e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 43711 members 
Mstep: Class 3 contains 48545 members 
Mstep: Class 4 contains 39131 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21907 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46151 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54428 members 
Mstep: Class 13 contains 6255 members 
Mstep: Class 14 contains 48737 members 
Mstep: Class 15 contains 34402 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40238 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6211 members 
Mstep: Class 22 contains 47664 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4412 members 
Mstep: Class 26 contains 49109 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 44047 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45941 members 
Mstep: Class 31 contains 49723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 351Q: 32 clusters Score -1.3716e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 43716 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 39085 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21888 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46166 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54478 members 
Mstep: Class 13 contains 6252 members 
Mstep: Class 14 contains 48714 members 
Mstep: Class 15 contains 34276 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40269 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6213 members 
Mstep: Class 22 contains 47660 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 49155 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 44090 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 45991 members 
Mstep: Class 31 contains 49686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160144.000000 Penalty: 103966.859375
Iteration 352Q: 32 clusters Score -1.371601e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 43723 members 
Mstep: Class 3 contains 48529 members 
Mstep: Class 4 contains 39061 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21874 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46170 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54503 members 
Mstep: Class 13 contains 6247 members 
Mstep: Class 14 contains 48675 members 
Mstep: Class 15 contains 34164 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26039 members 
Mstep: Class 18 contains 40284 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26535 members 
Mstep: Class 21 contains 6217 members 
Mstep: Class 22 contains 47657 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 49208 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 44131 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46039 members 
Mstep: Class 31 contains 49676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 353Q: 32 clusters Score -1.371603e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 43721 members 
Mstep: Class 3 contains 48501 members 
Mstep: Class 4 contains 39034 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46156 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54547 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 48677 members 
Mstep: Class 15 contains 34063 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40302 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6217 members 
Mstep: Class 22 contains 47664 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 49241 members 
Mstep: Class 27 contains 5950 members 
Mstep: Class 28 contains 44149 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46106 members 
Mstep: Class 31 contains 49681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160464.000000 Penalty: 103966.859375
Iteration 354Q: 32 clusters Score -1.371605e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 43723 members 
Mstep: Class 3 contains 48452 members 
Mstep: Class 4 contains 39002 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21839 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46164 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54606 members 
Mstep: Class 13 contains 6233 members 
Mstep: Class 14 contains 48679 members 
Mstep: Class 15 contains 33966 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26031 members 
Mstep: Class 18 contains 40332 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 6220 members 
Mstep: Class 22 contains 47657 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49243 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 44160 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46169 members 
Mstep: Class 31 contains 49686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 355Q: 32 clusters Score -1.371601e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 43720 members 
Mstep: Class 3 contains 48406 members 
Mstep: Class 4 contains 38972 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21831 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46172 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54676 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 48684 members 
Mstep: Class 15 contains 33877 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26013 members 
Mstep: Class 18 contains 40344 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 6222 members 
Mstep: Class 22 contains 47644 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 49253 members 
Mstep: Class 27 contains 5955 members 
Mstep: Class 28 contains 44177 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46248 members 
Mstep: Class 31 contains 49688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 356Q: 32 clusters Score -1.371601e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 43702 members 
Mstep: Class 3 contains 48372 members 
Mstep: Class 4 contains 38948 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21821 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46177 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54720 members 
Mstep: Class 13 contains 6230 members 
Mstep: Class 14 contains 48691 members 
Mstep: Class 15 contains 33795 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 26005 members 
Mstep: Class 18 contains 40362 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26531 members 
Mstep: Class 21 contains 6224 members 
Mstep: Class 22 contains 47643 members 
Mstep: Class 23 contains 5571 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49245 members 
Mstep: Class 27 contains 5952 members 
Mstep: Class 28 contains 44180 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46314 members 
Mstep: Class 31 contains 49719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159792.000000 Penalty: 103966.859375
Iteration 357Q: 32 clusters Score -1.371598e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 43683 members 
Mstep: Class 3 contains 48322 members 
Mstep: Class 4 contains 38930 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21813 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54771 members 
Mstep: Class 13 contains 6232 members 
Mstep: Class 14 contains 48716 members 
Mstep: Class 15 contains 33714 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26011 members 
Mstep: Class 18 contains 40378 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 6225 members 
Mstep: Class 22 contains 47627 members 
Mstep: Class 23 contains 5573 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49222 members 
Mstep: Class 27 contains 5948 members 
Mstep: Class 28 contains 44176 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46385 members 
Mstep: Class 31 contains 49744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159936.000000 Penalty: 103966.859375
Iteration 358Q: 32 clusters Score -1.371599e+08 nChanged 943
Entering ConstructFrom: 
Score: -137159936.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -7877200.000000 Penalty: 2640.619629
	Iteration 0F: 2 clusters Score -7877200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -7849023.500000 Penalty: 5281.239258
	Iteration 0F: 3 clusters Score -7849024 nChanged 19257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -7859643.500000 Penalty: 5281.239258
	Iteration 1F: 3 clusters Score -7859644 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -7860194.000000 Penalty: 5281.239258
	Iteration 2Q: 3 clusters Score -7860194 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -7860811.000000 Penalty: 5281.239258
	Iteration 3Q: 3 clusters Score -7860811 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7861620.000000 Penalty: 5281.239258
	Iteration 4Q: 3 clusters Score -7861620 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7863010.500000 Penalty: 5281.239258
	Iteration 5F: 3 clusters Score -7863010 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -7865381.000000 Penalty: 5281.239258
	Iteration 6F: 3 clusters Score -7865381 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -7868545.500000 Penalty: 5281.239258
	Iteration 7F: 3 clusters Score -7868546 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 36604 members 
Entering Unmasked Estep 
Score: -7871728.500000 Penalty: 5281.239258
	Iteration 8F: 3 clusters Score -7871728 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7873846.500000 Penalty: 5281.239258
	Iteration 9F: 3 clusters Score -7873846 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -7875056.000000 Penalty: 5281.239258
	Iteration 10Q: 3 clusters Score -7875056 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7875622.000000 Penalty: 5281.239258
	Iteration 11Q: 3 clusters Score -7875622 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7875846.500000 Penalty: 5281.239258
	Iteration 12Q: 3 clusters Score -7875846 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7875887.500000 Penalty: 5281.239258
	Iteration 13Q: 3 clusters Score -7875888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7875910.500000 Penalty: 5281.239258
	Iteration 14Q: 3 clusters Score -7875910 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -7875916.500000 Penalty: 5281.239258
	Iteration 15Q: 3 clusters Score -7875916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -7875921.500000 Penalty: 5281.239258
	Iteration 16Q: 3 clusters Score -7875922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7875918.000000 Penalty: 5281.239258
	Iteration 17Q: 3 clusters Score -7875918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -7875923.000000 Penalty: 5281.239258
	Iteration 18Q: 3 clusters Score -7875923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7875923.500000 Penalty: 5281.239258
	Iteration 19Q: 3 clusters Score -7875924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7875924.000000 Penalty: 5281.239258
	Iteration 20F: 3 clusters Score -7875924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7875928.000000 Penalty: 5281.239258
	Iteration 21Q: 3 clusters Score -7875928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39877 members 
Entering Unmasked Estep 
Score: -7875938.500000 Penalty: 5281.239258
	Iteration 22Q: 3 clusters Score -7875938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7875934.500000 Penalty: 5281.239258
	Iteration 23Q: 3 clusters Score -7875934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -7875939.000000 Penalty: 5281.239258
	Iteration 24Q: 3 clusters Score -7875939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -7875939.000000 Penalty: 5281.239258
	Iteration 25Q: 3 clusters Score -7875939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -7875942.000000 Penalty: 5281.239258
	Iteration 26Q: 3 clusters Score -7875942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7875945.500000 Penalty: 5281.239258
	Iteration 27Q: 3 clusters Score -7875946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -7875934.500000 Penalty: 5281.239258
	Iteration 28Q: 3 clusters Score -7875934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -7875940.500000 Penalty: 5281.239258
	Iteration 29Q: 3 clusters Score -7875940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -7875940.500000 Penalty: 5281.239258
	Iteration 30Q: 3 clusters Score -7875940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -7875946.000000 Penalty: 5281.239258
	Iteration 31Q: 3 clusters Score -7875946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -7875952.000000 Penalty: 5281.239258
	Iteration 32Q: 3 clusters Score -7875952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7875952.000000 Penalty: 5281.239258
	Iteration 33Q: 3 clusters Score -7875952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7875952.000000 Penalty: 5281.239258
	Iteration 34Q: 3 clusters Score -7875952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -7875951.500000 Penalty: 5281.239258
	Iteration 35Q: 3 clusters Score -7875952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7875944.000000 Penalty: 5281.239258
	Iteration 36Q: 3 clusters Score -7875944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -7875955.500000 Penalty: 5281.239258
	Iteration 37Q: 3 clusters Score -7875956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7875951.000000 Penalty: 5281.239258
	Iteration 38Q: 3 clusters Score -7875951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7875948.500000 Penalty: 5281.239258
	Iteration 39Q: 3 clusters Score -7875948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7875948.500000 Penalty: 5281.239258
	Iteration 40F: 3 clusters Score -7875948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Entering Unmasked Estep 
Score: -8240038.000000 Penalty: 2649.661621
	Iteration 0F: 2 clusters Score -8240038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -8211023.500000 Penalty: 5299.323242
	Iteration 0F: 3 clusters Score -8211024 nChanged 20073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8222175.500000 Penalty: 5299.323242
	Iteration 1F: 3 clusters Score -8222176 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8222684.500000 Penalty: 5299.323242
	Iteration 2Q: 3 clusters Score -8222684 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8223126.500000 Penalty: 5299.323242
	Iteration 3Q: 3 clusters Score -8223126 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -8223560.500000 Penalty: 5299.323242
	Iteration 4Q: 3 clusters Score -8223560 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -8224084.000000 Penalty: 5299.323242
	Iteration 5Q: 3 clusters Score -8224084 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -8224800.500000 Penalty: 5299.323242
	Iteration 6Q: 3 clusters Score -8224800 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -8225827.000000 Penalty: 5299.323242
	Iteration 7Q: 3 clusters Score -8225827 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -8227243.000000 Penalty: 5299.323242
	Iteration 8F: 3 clusters Score -8227243 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -8229077.500000 Penalty: 5299.323242
	Iteration 9F: 3 clusters Score -8229078 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -8231201.000000 Penalty: 5299.323242
	Iteration 10F: 3 clusters Score -8231201 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -8233297.500000 Penalty: 5299.323242
	Iteration 11F: 3 clusters Score -8233298 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -8234879.500000 Penalty: 5299.323242
	Iteration 12Q: 3 clusters Score -8234880 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -8235887.500000 Penalty: 5299.323242
	Iteration 13Q: 3 clusters Score -8235888 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -8236475.500000 Penalty: 5299.323242
	Iteration 14Q: 3 clusters Score -8236476 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -8236840.500000 Penalty: 5299.323242
	Iteration 15Q: 3 clusters Score -8236840 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -8237131.000000 Penalty: 5299.323242
	Iteration 16Q: 3 clusters Score -8237131 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8237345.500000 Penalty: 5299.323242
	Iteration 17Q: 3 clusters Score -8237346 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8237507.500000 Penalty: 5299.323242
	Iteration 18Q: 3 clusters Score -8237508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8237597.000000 Penalty: 5299.323242
	Iteration 19Q: 3 clusters Score -8237597 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8237663.500000 Penalty: 5299.323242
	Iteration 20F: 3 clusters Score -8237664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8237693.500000 Penalty: 5299.323242
	Iteration 21Q: 3 clusters Score -8237694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8237717.000000 Penalty: 5299.323242
	Iteration 22Q: 3 clusters Score -8237717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8237728.500000 Penalty: 5299.323242
	Iteration 23Q: 3 clusters Score -8237728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8237746.000000 Penalty: 5299.323242
	Iteration 24Q: 3 clusters Score -8237746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8237748.000000 Penalty: 5299.323242
	Iteration 25Q: 3 clusters Score -8237748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8237746.000000 Penalty: 5299.323242
	Iteration 26Q: 3 clusters Score -8237746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8237746.500000 Penalty: 5299.323242
	Iteration 27Q: 3 clusters Score -8237746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8237747.500000 Penalty: 5299.323242
	Iteration 28Q: 3 clusters Score -8237748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8237746.000000 Penalty: 5299.323242
	Iteration 29Q: 3 clusters Score -8237746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8237748.500000 Penalty: 5299.323242
	Iteration 30Q: 3 clusters Score -8237748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8237748.500000 Penalty: 5299.323242
	Iteration 31F: 3 clusters Score -8237748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Entering Unmasked Estep 
Score: -9102305.000000 Penalty: 2674.654297
	Iteration 0F: 2 clusters Score -9102305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -9072276.000000 Penalty: 5349.308594
	Iteration 0F: 3 clusters Score -9072276 nChanged 22121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9084512.000000 Penalty: 5349.308594
	Iteration 1F: 3 clusters Score -9084512 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -9085185.000000 Penalty: 5349.308594
	Iteration 2Q: 3 clusters Score -9085185 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -9086066.000000 Penalty: 5349.308594
	Iteration 3Q: 3 clusters Score -9086066 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -9087426.000000 Penalty: 5349.308594
	Iteration 4F: 3 clusters Score -9087426 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -9089453.000000 Penalty: 5349.308594
	Iteration 5F: 3 clusters Score -9089453 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -9092331.000000 Penalty: 5349.308594
	Iteration 6F: 3 clusters Score -9092331 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -9095535.000000 Penalty: 5349.308594
	Iteration 7F: 3 clusters Score -9095535 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -9098280.000000 Penalty: 5349.308594
	Iteration 8F: 3 clusters Score -9098280 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -9099590.000000 Penalty: 5349.308594
	Iteration 9Q: 3 clusters Score -9099590 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9099918.000000 Penalty: 5349.308594
	Iteration 10Q: 3 clusters Score -9099918 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47860 members 
Entering Unmasked Estep 
Score: -9100017.000000 Penalty: 5349.308594
	Iteration 11Q: 3 clusters Score -9100017 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -9100096.000000 Penalty: 5349.308594
	Iteration 12Q: 3 clusters Score -9100096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -9100158.000000 Penalty: 5349.308594
	Iteration 13Q: 3 clusters Score -9100158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -9100184.000000 Penalty: 5349.308594
	Iteration 14Q: 3 clusters Score -9100184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -9100202.000000 Penalty: 5349.308594
	Iteration 15Q: 3 clusters Score -9100202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9100203.000000 Penalty: 5349.308594
	Iteration 16Q: 3 clusters Score -9100203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -9100224.000000 Penalty: 5349.308594
	Iteration 17Q: 3 clusters Score -9100224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9100234.000000 Penalty: 5349.308594
	Iteration 18Q: 3 clusters Score -9100234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -9100247.000000 Penalty: 5349.308594
	Iteration 19Q: 3 clusters Score -9100247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -9100247.000000 Penalty: 5349.308594
	Iteration 20F: 3 clusters Score -9100247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Entering Unmasked Estep 
Score: -7212541.500000 Penalty: 2621.190186
	Iteration 0F: 2 clusters Score -7212542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -7186106.500000 Penalty: 5242.380371
	Iteration 0F: 3 clusters Score -7186106 nChanged 17864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -7195953.500000 Penalty: 5242.380371
	Iteration 1F: 3 clusters Score -7195954 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -7196464.500000 Penalty: 5242.380371
	Iteration 2Q: 3 clusters Score -7196464 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7197016.000000 Penalty: 5242.380371
	Iteration 3Q: 3 clusters Score -7197016 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -7197659.000000 Penalty: 5242.380371
	Iteration 4Q: 3 clusters Score -7197659 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -7198555.500000 Penalty: 5242.380371
	Iteration 5Q: 3 clusters Score -7198556 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -7199962.500000 Penalty: 5242.380371
	Iteration 6F: 3 clusters Score -7199962 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -7202126.500000 Penalty: 5242.380371
	Iteration 7F: 3 clusters Score -7202126 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7204896.000000 Penalty: 5242.380371
	Iteration 8F: 3 clusters Score -7204896 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -7207530.000000 Penalty: 5242.380371
	Iteration 9F: 3 clusters Score -7207530 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7209124.500000 Penalty: 5242.380371
	Iteration 10Q: 3 clusters Score -7209124 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -7209793.500000 Penalty: 5242.380371
	Iteration 11Q: 3 clusters Score -7209794 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7210040.000000 Penalty: 5242.380371
	Iteration 12Q: 3 clusters Score -7210040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7210108.000000 Penalty: 5242.380371
	Iteration 13Q: 3 clusters Score -7210108 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7210160.500000 Penalty: 5242.380371
	Iteration 14Q: 3 clusters Score -7210160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -7210202.000000 Penalty: 5242.380371
	Iteration 15Q: 3 clusters Score -7210202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -7210216.500000 Penalty: 5242.380371
	Iteration 16Q: 3 clusters Score -7210216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -7210238.500000 Penalty: 5242.380371
	Iteration 17Q: 3 clusters Score -7210238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -7210257.500000 Penalty: 5242.380371
	Iteration 18Q: 3 clusters Score -7210258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7210270.500000 Penalty: 5242.380371
	Iteration 19Q: 3 clusters Score -7210270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -7210276.000000 Penalty: 5242.380371
	Iteration 20F: 3 clusters Score -7210276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7210284.500000 Penalty: 5242.380371
	Iteration 21Q: 3 clusters Score -7210284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -7210292.500000 Penalty: 5242.380371
	Iteration 22Q: 3 clusters Score -7210292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -7210292.000000 Penalty: 5242.380371
	Iteration 23Q: 3 clusters Score -7210292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -7210300.500000 Penalty: 5242.380371
	Iteration 24Q: 3 clusters Score -7210300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7210301.500000 Penalty: 5242.380371
	Iteration 25Q: 3 clusters Score -7210302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7210301.500000 Penalty: 5242.380371
	Iteration 26F: 3 clusters Score -7210302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 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 387 members 
Entering Unmasked Estep 
Score: -110913.210938 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110913.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -111386.117188 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111386.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -111711.757812 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111711.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111915.531250 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111915.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112013.953125 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -112014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -112095.343750 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -112095.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112156.375000 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -112156.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112214.273438 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112214.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -112344.406250 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -112530.781250 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112530.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112609.671875 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112609.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112632.695312 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112632.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112640.031250 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112643.718750 Penalty: 3305.546875
	Iteration 13F: 3 clusters Score -112643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112649.078125 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112657.570312 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112657.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -112658.132812 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -112658.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -112664.835938 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112664.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112667.273438 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -112667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112667.273438 Penalty: 3305.546875
	Iteration 19F: 3 clusters Score -112667.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 48286 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54795 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 48734 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 47620 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49194 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 44166 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46460 members 
Mstep: Class 31 contains 49756 members 
Mstep: Class 32 contains 443 members 
Entering Unmasked Estep 
Score: -137158192.000000 Penalty: 107320.632812
Splitting cluster 5 changes total score from -137159936.000000 to -137158192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -189676.671875 Penalty: 1730.597046
	Iteration 0F: 2 clusters Score -189676.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -187669.562500 Penalty: 3461.194092
	Iteration 0F: 3 clusters Score -187669.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -187961.109375 Penalty: 3461.194092
	Iteration 1F: 3 clusters Score -187961.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -188040.125000 Penalty: 3461.194092
	Iteration 2F: 3 clusters Score -188040.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -188089.093750 Penalty: 3461.194092
	Iteration 3Q: 3 clusters Score -188089.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -188136.187500 Penalty: 3461.194092
	Iteration 4Q: 3 clusters Score -188136.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -188183.203125 Penalty: 3461.194092
	Iteration 5Q: 3 clusters Score -188183.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -188224.968750 Penalty: 3461.194092
	Iteration 6Q: 3 clusters Score -188225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -188262.390625 Penalty: 3461.194092
	Iteration 7Q: 3 clusters Score -188262.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -188333.015625 Penalty: 3461.194092
	Iteration 8Q: 3 clusters Score -188333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -188377.250000 Penalty: 3461.194092
	Iteration 9Q: 3 clusters Score -188377.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -188420.500000 Penalty: 3461.194092
	Iteration 10Q: 3 clusters Score -188420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -188473.156250 Penalty: 3461.194092
	Iteration 11Q: 3 clusters Score -188473.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -188512.703125 Penalty: 3461.194092
	Iteration 12Q: 3 clusters Score -188512.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -188558.671875 Penalty: 3461.194092
	Iteration 13Q: 3 clusters Score -188558.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188601.343750 Penalty: 3461.194092
	Iteration 14Q: 3 clusters Score -188601.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -188654.328125 Penalty: 3461.194092
	Iteration 15Q: 3 clusters Score -188654.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -188740.640625 Penalty: 3461.194092
	Iteration 16Q: 3 clusters Score -188740.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -188821.531250 Penalty: 3461.194092
	Iteration 17Q: 3 clusters Score -188821.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188911.421875 Penalty: 3461.194092
	Iteration 18Q: 3 clusters Score -188911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -189018.000000 Penalty: 3461.194092
	Iteration 19Q: 3 clusters Score -189018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -189119.640625 Penalty: 3461.194092
	Iteration 20F: 3 clusters Score -189119.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -189192.500000 Penalty: 3461.194092
	Iteration 21Q: 3 clusters Score -189192.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -189256.125000 Penalty: 3461.194092
	Iteration 22Q: 3 clusters Score -189256.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -189334.687500 Penalty: 3461.194092
	Iteration 23Q: 3 clusters Score -189334.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -189409.921875 Penalty: 3461.194092
	Iteration 24Q: 3 clusters Score -189409.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189483.562500 Penalty: 3461.194092
	Iteration 25Q: 3 clusters Score -189483.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -189555.968750 Penalty: 3461.194092
	Iteration 26Q: 3 clusters Score -189556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189661.437500 Penalty: 3461.194092
	Iteration 27Q: 3 clusters Score -189661.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189739.609375 Penalty: 3461.194092
	Iteration 28Q: 3 clusters Score -189739.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -189849.140625 Penalty: 3461.194092
	Iteration 29Q: 3 clusters Score -189849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -189900.296875 Penalty: 3461.194092
	Iteration 30Q: 3 clusters Score -189900.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -189922.062500 Penalty: 3461.194092
	Iteration 31Q: 3 clusters Score -189922.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -189937.046875 Penalty: 3461.194092
	Iteration 32Q: 3 clusters Score -189937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -189955.578125 Penalty: 3461.194092
	Iteration 33Q: 3 clusters Score -189955.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -190001.109375 Penalty: 3461.194092
	Iteration 34Q: 3 clusters Score -190001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -190141.859375 Penalty: 3461.194092
	Iteration 35Q: 3 clusters Score -190141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -190222.593750 Penalty: 3461.194092
	Iteration 36Q: 3 clusters Score -190222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190240.796875 Penalty: 3461.194092
	Iteration 37Q: 3 clusters Score -190240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190240.796875 Penalty: 3461.194092
	Iteration 38F: 3 clusters Score -190240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 48286 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54795 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 48734 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 47620 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49194 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 44166 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46460 members 
Mstep: Class 31 contains 49756 members 
Mstep: Class 32 contains 543 members 
Entering Unmasked Estep 
Score: -137158496.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137159936.000000 to -137158496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 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 373 members 
Entering Unmasked Estep 
Score: -87312.117188 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87312.12 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87931.781250 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87931.78 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88224.546875 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88224.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -88402.421875 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88402.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88553.390625 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88553.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88651.632812 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88651.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88715.304688 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88756.328125 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88756.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88803.390625 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88803.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88821.812500 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88821.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88825.867188 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88825.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88826.804688 Penalty: 3268.789307
	Iteration 11F: 3 clusters Score -88826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88836.445312 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88836.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -88849.195312 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -88849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88854.500000 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -88854.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88870.851562 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -88870.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88886.398438 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -88886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88892.367188 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -88892.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88899.703125 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -88899.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88912.093750 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -88912.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88932.781250 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -88932.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88944.421875 Penalty: 3268.789307
	Iteration 21Q: 3 clusters Score -88944.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88955.484375 Penalty: 3268.789307
	Iteration 22Q: 3 clusters Score -88955.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88970.914062 Penalty: 3268.789307
	Iteration 23Q: 3 clusters Score -88970.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88987.507812 Penalty: 3268.789307
	Iteration 24Q: 3 clusters Score -88987.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89004.671875 Penalty: 3268.789307
	Iteration 25Q: 3 clusters Score -89004.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -89021.421875 Penalty: 3268.789307
	Iteration 26Q: 3 clusters Score -89021.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -89028.242188 Penalty: 3268.789307
	Iteration 27Q: 3 clusters Score -89028.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89033.273438 Penalty: 3268.789307
	Iteration 28Q: 3 clusters Score -89033.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89036.109375 Penalty: 3268.789307
	Iteration 29Q: 3 clusters Score -89036.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89037.859375 Penalty: 3268.789307
	Iteration 30Q: 3 clusters Score -89037.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89037.859375 Penalty: 3268.789307
	Iteration 31F: 3 clusters Score -89037.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 48286 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 393 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54795 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 48734 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 47620 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49194 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 44166 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46460 members 
Mstep: Class 31 contains 49756 members 
Mstep: Class 32 contains 335 members 
Entering Unmasked Estep 
Score: -137158304.000000 Penalty: 107320.632812
Splitting cluster 7 changes total score from -137159936.000000 to -137158304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (21798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Entering Unmasked Estep 
Score: -4075423.250000 Penalty: 2477.414307
	Iteration 0F: 2 clusters Score -4075423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4060255.250000 Penalty: 4954.828613
	Iteration 0F: 3 clusters Score -4060255 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -4065384.250000 Penalty: 4954.828613
	Iteration 1F: 3 clusters Score -4065384 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -4065739.000000 Penalty: 4954.828613
	Iteration 2Q: 3 clusters Score -4065739 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4066092.000000 Penalty: 4954.828613
	Iteration 3Q: 3 clusters Score -4066092 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4066425.500000 Penalty: 4954.828613
	Iteration 4Q: 3 clusters Score -4066426 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -4066796.250000 Penalty: 4954.828613
	Iteration 5Q: 3 clusters Score -4066796 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -4067250.250000 Penalty: 4954.828613
	Iteration 6Q: 3 clusters Score -4067250 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4067813.250000 Penalty: 4954.828613
	Iteration 7Q: 3 clusters Score -4067813 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -4068510.000000 Penalty: 4954.828613
	Iteration 8Q: 3 clusters Score -4068510 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4069275.500000 Penalty: 4954.828613
	Iteration 9F: 3 clusters Score -4069276 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4070107.250000 Penalty: 4954.828613
	Iteration 10F: 3 clusters Score -4070107 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -4070862.250000 Penalty: 4954.828613
	Iteration 11Q: 3 clusters Score -4070862 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4071496.750000 Penalty: 4954.828613
	Iteration 12Q: 3 clusters Score -4071497 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4071961.000000 Penalty: 4954.828613
	Iteration 13Q: 3 clusters Score -4071961 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4072280.750000 Penalty: 4954.828613
	Iteration 14Q: 3 clusters Score -4072281 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4072506.500000 Penalty: 4954.828613
	Iteration 15Q: 3 clusters Score -4072506 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4072677.000000 Penalty: 4954.828613
	Iteration 16Q: 3 clusters Score -4072677 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4072807.000000 Penalty: 4954.828613
	Iteration 17Q: 3 clusters Score -4072807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4072900.250000 Penalty: 4954.828613
	Iteration 18Q: 3 clusters Score -4072900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4072967.500000 Penalty: 4954.828613
	Iteration 19Q: 3 clusters Score -4072968 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4073017.250000 Penalty: 4954.828613
	Iteration 20F: 3 clusters Score -4073017 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4073054.500000 Penalty: 4954.828613
	Iteration 21Q: 3 clusters Score -4073054 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4073093.500000 Penalty: 4954.828613
	Iteration 22Q: 3 clusters Score -4073094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4073117.750000 Penalty: 4954.828613
	Iteration 23Q: 3 clusters Score -4073118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4073127.500000 Penalty: 4954.828613
	Iteration 24Q: 3 clusters Score -4073128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4073132.250000 Penalty: 4954.828613
	Iteration 25Q: 3 clusters Score -4073132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4073144.500000 Penalty: 4954.828613
	Iteration 26Q: 3 clusters Score -4073144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4073152.500000 Penalty: 4954.828613
	Iteration 27Q: 3 clusters Score -4073152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4073164.750000 Penalty: 4954.828613
	Iteration 28Q: 3 clusters Score -4073165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4073168.250000 Penalty: 4954.828613
	Iteration 29Q: 3 clusters Score -4073168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4073175.500000 Penalty: 4954.828613
	Iteration 30Q: 3 clusters Score -4073176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4073175.750000 Penalty: 4954.828613
	Iteration 31Q: 3 clusters Score -4073176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4073191.750000 Penalty: 4954.828613
	Iteration 32Q: 3 clusters Score -4073192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4073188.750000 Penalty: 4954.828613
	Iteration 33Q: 3 clusters Score -4073189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4073201.500000 Penalty: 4954.828613
	Iteration 34Q: 3 clusters Score -4073202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4073206.750000 Penalty: 4954.828613
	Iteration 35Q: 3 clusters Score -4073207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4073205.250000 Penalty: 4954.828613
	Iteration 36Q: 3 clusters Score -4073205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4073208.750000 Penalty: 4954.828613
	Iteration 37Q: 3 clusters Score -4073209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4073212.750000 Penalty: 4954.828613
	Iteration 38Q: 3 clusters Score -4073213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4073214.750000 Penalty: 4954.828613
	Iteration 39Q: 3 clusters Score -4073215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4073217.000000 Penalty: 4954.828613
	Iteration 40F: 3 clusters Score -4073217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4073218.250000 Penalty: 4954.828613
	Iteration 41Q: 3 clusters Score -4073218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4073218.250000 Penalty: 4954.828613
	Iteration 42F: 3 clusters Score -4073218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -163752.296875 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -163752.3 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 512 members 
Entering Unmasked Estep 
Score: -161882.078125 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -161882.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162313.953125 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -162314 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -162510.281250 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -162510.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -162647.015625 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -162647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -162763.796875 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -162763.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -162837.390625 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -162837.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162897.203125 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -162897.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -162991.546875 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -162991.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -163091.703125 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -163091.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -163138.156250 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -163138.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -163170.359375 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -163170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163180.359375 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -163180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163187.140625 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -163187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -163191.046875 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -163191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -163194.828125 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -163194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -163198.812500 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -163198.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -163213.203125 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -163213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -163219.421875 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -163219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -163231.359375 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -163231.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163244.312500 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -163244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -163258.890625 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -163258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163280.171875 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -163280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -163285.734375 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -163285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -163291.062500 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -163291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163293.312500 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -163293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -163295.640625 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -163295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163296.625000 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -163296.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -163296.625000 Penalty: 3438.494141
	Iteration 27F: 3 clusters Score -163296.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Entering Unmasked Estep 
Score: -8663898.000000 Penalty: 2663.831299
	Iteration 0F: 2 clusters Score -8663898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8633780.000000 Penalty: 5327.662598
	Iteration 0F: 3 clusters Score -8633780 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8645710.000000 Penalty: 5327.662598
	Iteration 1F: 3 clusters Score -8645710 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -8646338.000000 Penalty: 5327.662598
	Iteration 2Q: 3 clusters Score -8646338 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8646913.000000 Penalty: 5327.662598
	Iteration 3Q: 3 clusters Score -8646913 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -8647644.000000 Penalty: 5327.662598
	Iteration 4Q: 3 clusters Score -8647644 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -8648548.000000 Penalty: 5327.662598
	Iteration 5Q: 3 clusters Score -8648548 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -8649939.000000 Penalty: 5327.662598
	Iteration 6F: 3 clusters Score -8649939 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -8651725.000000 Penalty: 5327.662598
	Iteration 7F: 3 clusters Score -8651725 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -8654045.000000 Penalty: 5327.662598
	Iteration 8F: 3 clusters Score -8654045 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -8656529.000000 Penalty: 5327.662598
	Iteration 9F: 3 clusters Score -8656529 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -8658680.000000 Penalty: 5327.662598
	Iteration 10Q: 3 clusters Score -8658680 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -8660060.000000 Penalty: 5327.662598
	Iteration 11Q: 3 clusters Score -8660060 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8660779.000000 Penalty: 5327.662598
	Iteration 12Q: 3 clusters Score -8660779 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8661068.000000 Penalty: 5327.662598
	Iteration 13Q: 3 clusters Score -8661068 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8661227.000000 Penalty: 5327.662598
	Iteration 14Q: 3 clusters Score -8661227 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -8661333.000000 Penalty: 5327.662598
	Iteration 15Q: 3 clusters Score -8661333 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8661384.000000 Penalty: 5327.662598
	Iteration 16Q: 3 clusters Score -8661384 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8661474.000000 Penalty: 5327.662598
	Iteration 17Q: 3 clusters Score -8661474 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -8661515.000000 Penalty: 5327.662598
	Iteration 18Q: 3 clusters Score -8661515 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8661556.000000 Penalty: 5327.662598
	Iteration 19Q: 3 clusters Score -8661556 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8661596.000000 Penalty: 5327.662598
	Iteration 20F: 3 clusters Score -8661596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8661615.000000 Penalty: 5327.662598
	Iteration 21Q: 3 clusters Score -8661615 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -8661636.000000 Penalty: 5327.662598
	Iteration 22Q: 3 clusters Score -8661636 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -8661649.000000 Penalty: 5327.662598
	Iteration 23Q: 3 clusters Score -8661649 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -8661672.000000 Penalty: 5327.662598
	Iteration 24Q: 3 clusters Score -8661672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -8661681.000000 Penalty: 5327.662598
	Iteration 25Q: 3 clusters Score -8661681 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8661719.000000 Penalty: 5327.662598
	Iteration 26Q: 3 clusters Score -8661719 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -8661702.000000 Penalty: 5327.662598
	Iteration 27Q: 3 clusters Score -8661702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 41045 members 
Entering Unmasked Estep 
Score: -8661744.000000 Penalty: 5327.662598
	Iteration 28Q: 3 clusters Score -8661744 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -8661760.000000 Penalty: 5327.662598
	Iteration 29Q: 3 clusters Score -8661760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8661769.000000 Penalty: 5327.662598
	Iteration 30Q: 3 clusters Score -8661769 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8661770.000000 Penalty: 5327.662598
	Iteration 31Q: 3 clusters Score -8661770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 41248 members 
Entering Unmasked Estep 
Score: -8661765.000000 Penalty: 5327.662598
	Iteration 32Q: 3 clusters Score -8661765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8661793.000000 Penalty: 5327.662598
	Iteration 33Q: 3 clusters Score -8661793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8661809.000000 Penalty: 5327.662598
	Iteration 34Q: 3 clusters Score -8661809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -8661814.000000 Penalty: 5327.662598
	Iteration 35Q: 3 clusters Score -8661814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -8661841.000000 Penalty: 5327.662598
	Iteration 36Q: 3 clusters Score -8661841 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8661875.000000 Penalty: 5327.662598
	Iteration 37Q: 3 clusters Score -8661875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8661875.000000 Penalty: 5327.662598
	Iteration 38Q: 3 clusters Score -8661875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8661883.000000 Penalty: 5327.662598
	Iteration 39Q: 3 clusters Score -8661883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8661864.000000 Penalty: 5327.662598
	Iteration 40F: 3 clusters Score -8661864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -8661875.000000 Penalty: 5327.662598
	Iteration 41Q: 3 clusters Score -8661875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -8661888.000000 Penalty: 5327.662598
	Iteration 42Q: 3 clusters Score -8661888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8661880.000000 Penalty: 5327.662598
	Iteration 43Q: 3 clusters Score -8661880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8661896.000000 Penalty: 5327.662598
	Iteration 44Q: 3 clusters Score -8661896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8661910.000000 Penalty: 5327.662598
	Iteration 45Q: 3 clusters Score -8661910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8661894.000000 Penalty: 5327.662598
	Iteration 46Q: 3 clusters Score -8661894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8661899.000000 Penalty: 5327.662598
	Iteration 47Q: 3 clusters Score -8661899 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8661904.000000 Penalty: 5327.662598
	Iteration 48Q: 3 clusters Score -8661904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8661907.000000 Penalty: 5327.662598
	Iteration 49Q: 3 clusters Score -8661907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -8661912.000000 Penalty: 5327.662598
	Iteration 50Q: 3 clusters Score -8661912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8661906.000000 Penalty: 5327.662598
	Iteration 51Q: 3 clusters Score -8661906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8661913.000000 Penalty: 5327.662598
	Iteration 52Q: 3 clusters Score -8661913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8661918.000000 Penalty: 5327.662598
	Iteration 53Q: 3 clusters Score -8661918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8661908.000000 Penalty: 5327.662598
	Iteration 54Q: 3 clusters Score -8661908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8661910.000000 Penalty: 5327.662598
	Iteration 55Q: 3 clusters Score -8661910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8661913.000000 Penalty: 5327.662598
	Iteration 56Q: 3 clusters Score -8661913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8661911.000000 Penalty: 5327.662598
	Iteration 57Q: 3 clusters Score -8661911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8661911.000000 Penalty: 5327.662598
	Iteration 58F: 3 clusters Score -8661911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -200219.234375 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -200219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -198119.218750 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -198119.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198441.843750 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -198441.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -198525.593750 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -198525.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -198586.218750 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -198586.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -198622.140625 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -198622.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -198647.031250 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -198647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -198664.921875 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -198664.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198672.390625 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -198672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -198680.390625 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -198680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -198688.625000 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -198688.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -198698.906250 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -198698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -198702.093750 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -198702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -198706.015625 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -198706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -198714.562500 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -198714.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -198726.343750 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -198726.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -198735.781250 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -198735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -198739.656250 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -198739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198742.843750 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -198742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -198743.984375 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -198744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -198743.984375 Penalty: 3504.967529
	Iteration 19F: 3 clusters Score -198744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (54795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Entering Unmasked Estep 
Score: -10284619.000000 Penalty: 2706.015869
	Iteration 0F: 2 clusters Score -1.028462e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -10253482.000000 Penalty: 5412.031738
	Iteration 0F: 3 clusters Score -1.025348e+07 nChanged 25446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -10267612.000000 Penalty: 5412.031738
	Iteration 1F: 3 clusters Score -1.026761e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -10268261.000000 Penalty: 5412.031738
	Iteration 2Q: 3 clusters Score -1.026826e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -10268951.000000 Penalty: 5412.031738
	Iteration 3Q: 3 clusters Score -1.026895e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -10269831.000000 Penalty: 5412.031738
	Iteration 4Q: 3 clusters Score -1.026983e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -10271028.000000 Penalty: 5412.031738
	Iteration 5F: 3 clusters Score -1.027103e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -10272865.000000 Penalty: 5412.031738
	Iteration 6F: 3 clusters Score -1.027286e+07 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -10275341.000000 Penalty: 5412.031738
	Iteration 7F: 3 clusters Score -1.027534e+07 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -10277527.000000 Penalty: 5412.031738
	Iteration 8F: 3 clusters Score -1.027753e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -10279947.000000 Penalty: 5412.031738
	Iteration 9F: 3 clusters Score -1.027995e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -10281337.000000 Penalty: 5412.031738
	Iteration 10Q: 3 clusters Score -1.028134e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -10281876.000000 Penalty: 5412.031738
	Iteration 11Q: 3 clusters Score -1.028188e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -10282079.000000 Penalty: 5412.031738
	Iteration 12Q: 3 clusters Score -1.028208e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -10282180.000000 Penalty: 5412.031738
	Iteration 13Q: 3 clusters Score -1.028218e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 54386 members 
Entering Unmasked Estep 
Score: -10282248.000000 Penalty: 5412.031738
	Iteration 14Q: 3 clusters Score -1.028225e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -10282292.000000 Penalty: 5412.031738
	Iteration 15Q: 3 clusters Score -1.028229e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -10282311.000000 Penalty: 5412.031738
	Iteration 16Q: 3 clusters Score -1.028231e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10282342.000000 Penalty: 5412.031738
	Iteration 17Q: 3 clusters Score -1.028234e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54510 members 
Entering Unmasked Estep 
Score: -10282342.000000 Penalty: 5412.031738
	Iteration 18Q: 3 clusters Score -1.028234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -10282342.000000 Penalty: 5412.031738
	Iteration 19Q: 3 clusters Score -1.028234e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54525 members 
Entering Unmasked Estep 
Score: -10282347.000000 Penalty: 5412.031738
	Iteration 20F: 3 clusters Score -1.028235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -10282359.000000 Penalty: 5412.031738
	Iteration 21Q: 3 clusters Score -1.028236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -10282371.000000 Penalty: 5412.031738
	Iteration 22Q: 3 clusters Score -1.028237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10282369.000000 Penalty: 5412.031738
	Iteration 23Q: 3 clusters Score -1.028237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10282377.000000 Penalty: 5412.031738
	Iteration 24Q: 3 clusters Score -1.028238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -10282365.000000 Penalty: 5412.031738
	Iteration 25Q: 3 clusters Score -1.028236e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -10282371.000000 Penalty: 5412.031738
	Iteration 26Q: 3 clusters Score -1.028237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54540 members 
Entering Unmasked Estep 
Score: -10282380.000000 Penalty: 5412.031738
	Iteration 27Q: 3 clusters Score -1.028238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54542 members 
Entering Unmasked Estep 
Score: -10282380.000000 Penalty: 5412.031738
	Iteration 28Q: 3 clusters Score -1.028238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10282379.000000 Penalty: 5412.031738
	Iteration 29Q: 3 clusters Score -1.028238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10282384.000000 Penalty: 5412.031738
	Iteration 30Q: 3 clusters Score -1.028238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 54545 members 
Entering Unmasked Estep 
Score: -10282382.000000 Penalty: 5412.031738
	Iteration 31Q: 3 clusters Score -1.028238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -10282389.000000 Penalty: 5412.031738
	Iteration 32Q: 3 clusters Score -1.028239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -10282385.000000 Penalty: 5412.031738
	Iteration 33Q: 3 clusters Score -1.028238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -10282385.000000 Penalty: 5412.031738
	Iteration 34F: 3 clusters Score -1.028238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Entering Unmasked Estep 
Score: -1150950.375000 Penalty: 2167.007568
	Iteration 0F: 2 clusters Score -1150950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1145625.250000 Penalty: 4334.015137
	Iteration 0F: 3 clusters Score -1145625 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1146900.125000 Penalty: 4334.015137
	Iteration 1F: 3 clusters Score -1146900 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1147110.500000 Penalty: 4334.015137
	Iteration 2F: 3 clusters Score -1147110 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1147241.125000 Penalty: 4334.015137
	Iteration 3Q: 3 clusters Score -1147241 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1147346.625000 Penalty: 4334.015137
	Iteration 4Q: 3 clusters Score -1147347 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1147433.625000 Penalty: 4334.015137
	Iteration 5Q: 3 clusters Score -1147434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1147522.500000 Penalty: 4334.015137
	Iteration 6Q: 3 clusters Score -1147522 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1147607.125000 Penalty: 4334.015137
	Iteration 7Q: 3 clusters Score -1147607 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1147695.500000 Penalty: 4334.015137
	Iteration 8Q: 3 clusters Score -1147696 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1147761.875000 Penalty: 4334.015137
	Iteration 9Q: 3 clusters Score -1147762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1147843.375000 Penalty: 4334.015137
	Iteration 10Q: 3 clusters Score -1147843 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1147932.375000 Penalty: 4334.015137
	Iteration 11Q: 3 clusters Score -1147932 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1148023.375000 Penalty: 4334.015137
	Iteration 12Q: 3 clusters Score -1148023 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1148115.875000 Penalty: 4334.015137
	Iteration 13Q: 3 clusters Score -1148116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1148219.375000 Penalty: 4334.015137
	Iteration 14Q: 3 clusters Score -1148219 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1148307.375000 Penalty: 4334.015137
	Iteration 15Q: 3 clusters Score -1148307 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1148390.625000 Penalty: 4334.015137
	Iteration 16Q: 3 clusters Score -1148391 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1148476.375000 Penalty: 4334.015137
	Iteration 17Q: 3 clusters Score -1148476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1148567.750000 Penalty: 4334.015137
	Iteration 18Q: 3 clusters Score -1148568 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1148644.125000 Penalty: 4334.015137
	Iteration 19Q: 3 clusters Score -1148644 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1148700.125000 Penalty: 4334.015137
	Iteration 20F: 3 clusters Score -1148700 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1148753.250000 Penalty: 4334.015137
	Iteration 21Q: 3 clusters Score -1148753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1148808.125000 Penalty: 4334.015137
	Iteration 22Q: 3 clusters Score -1148808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1148845.375000 Penalty: 4334.015137
	Iteration 23Q: 3 clusters Score -1148845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1148880.125000 Penalty: 4334.015137
	Iteration 24Q: 3 clusters Score -1148880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1148918.125000 Penalty: 4334.015137
	Iteration 25Q: 3 clusters Score -1148918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1148940.875000 Penalty: 4334.015137
	Iteration 26Q: 3 clusters Score -1148941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1148960.250000 Penalty: 4334.015137
	Iteration 27Q: 3 clusters Score -1148960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1148973.000000 Penalty: 4334.015137
	Iteration 28Q: 3 clusters Score -1148973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1148983.500000 Penalty: 4334.015137
	Iteration 29Q: 3 clusters Score -1148984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1148998.375000 Penalty: 4334.015137
	Iteration 30Q: 3 clusters Score -1148998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1149010.750000 Penalty: 4334.015137
	Iteration 31Q: 3 clusters Score -1149011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1149017.625000 Penalty: 4334.015137
	Iteration 32Q: 3 clusters Score -1149018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1149020.125000 Penalty: 4334.015137
	Iteration 33Q: 3 clusters Score -1149020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1149024.625000 Penalty: 4334.015137
	Iteration 34Q: 3 clusters Score -1149025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1149030.250000 Penalty: 4334.015137
	Iteration 35Q: 3 clusters Score -1149030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1149038.375000 Penalty: 4334.015137
	Iteration 36Q: 3 clusters Score -1149038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1149039.375000 Penalty: 4334.015137
	Iteration 37Q: 3 clusters Score -1149039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1149039.375000 Penalty: 4334.015137
	Iteration 38F: 3 clusters Score -1149039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (48734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Entering Unmasked Estep 
Score: -9138700.000000 Penalty: 2676.944824
	Iteration 0F: 2 clusters Score -9138700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -9107552.000000 Penalty: 5353.889648
	Iteration 0F: 3 clusters Score -9107552 nChanged 22506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -9119839.000000 Penalty: 5353.889648
	Iteration 1F: 3 clusters Score -9119839 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9120284.000000 Penalty: 5353.889648
	Iteration 2Q: 3 clusters Score -9120284 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -9120792.000000 Penalty: 5353.889648
	Iteration 3Q: 3 clusters Score -9120792 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -9121159.000000 Penalty: 5353.889648
	Iteration 4Q: 3 clusters Score -9121159 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -9121447.000000 Penalty: 5353.889648
	Iteration 5Q: 3 clusters Score -9121447 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9121762.000000 Penalty: 5353.889648
	Iteration 6Q: 3 clusters Score -9121762 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -9121978.000000 Penalty: 5353.889648
	Iteration 7Q: 3 clusters Score -9121978 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -9122177.000000 Penalty: 5353.889648
	Iteration 8Q: 3 clusters Score -9122177 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -9122468.000000 Penalty: 5353.889648
	Iteration 9Q: 3 clusters Score -9122468 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9122818.000000 Penalty: 5353.889648
	Iteration 10Q: 3 clusters Score -9122818 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -9123252.000000 Penalty: 5353.889648
	Iteration 11Q: 3 clusters Score -9123252 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -9123929.000000 Penalty: 5353.889648
	Iteration 12Q: 3 clusters Score -9123929 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -9124797.000000 Penalty: 5353.889648
	Iteration 13Q: 3 clusters Score -9124797 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9126000.000000 Penalty: 5353.889648
	Iteration 14Q: 3 clusters Score -9126000 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -9127637.000000 Penalty: 5353.889648
	Iteration 15F: 3 clusters Score -9127637 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -9129605.000000 Penalty: 5353.889648
	Iteration 16F: 3 clusters Score -9129605 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -9131562.000000 Penalty: 5353.889648
	Iteration 17F: 3 clusters Score -9131562 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -9133124.000000 Penalty: 5353.889648
	Iteration 18Q: 3 clusters Score -9133124 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -9134393.000000 Penalty: 5353.889648
	Iteration 19Q: 3 clusters Score -9134393 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -9135336.000000 Penalty: 5353.889648
	Iteration 20F: 3 clusters Score -9135336 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -9135874.000000 Penalty: 5353.889648
	Iteration 21Q: 3 clusters Score -9135874 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 48017 members 
Entering Unmasked Estep 
Score: -9136128.000000 Penalty: 5353.889648
	Iteration 22Q: 3 clusters Score -9136128 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -9136219.000000 Penalty: 5353.889648
	Iteration 23Q: 3 clusters Score -9136219 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9136294.000000 Penalty: 5353.889648
	Iteration 24Q: 3 clusters Score -9136294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -9136355.000000 Penalty: 5353.889648
	Iteration 25Q: 3 clusters Score -9136355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9136371.000000 Penalty: 5353.889648
	Iteration 26Q: 3 clusters Score -9136371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -9136413.000000 Penalty: 5353.889648
	Iteration 27Q: 3 clusters Score -9136413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9136414.000000 Penalty: 5353.889648
	Iteration 28Q: 3 clusters Score -9136414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -9136430.000000 Penalty: 5353.889648
	Iteration 29Q: 3 clusters Score -9136430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -9136433.000000 Penalty: 5353.889648
	Iteration 30Q: 3 clusters Score -9136433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -9136429.000000 Penalty: 5353.889648
	Iteration 31Q: 3 clusters Score -9136429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -9136435.000000 Penalty: 5353.889648
	Iteration 32Q: 3 clusters Score -9136435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -9136440.000000 Penalty: 5353.889648
	Iteration 33Q: 3 clusters Score -9136440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -9136439.000000 Penalty: 5353.889648
	Iteration 34Q: 3 clusters Score -9136439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9136454.000000 Penalty: 5353.889648
	Iteration 35Q: 3 clusters Score -9136454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48491 members 
Entering Unmasked Estep 
Score: -9136451.000000 Penalty: 5353.889648
	Iteration 36Q: 3 clusters Score -9136451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9136450.000000 Penalty: 5353.889648
	Iteration 37Q: 3 clusters Score -9136450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9136453.000000 Penalty: 5353.889648
	Iteration 38Q: 3 clusters Score -9136453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9136453.000000 Penalty: 5353.889648
	Iteration 39F: 3 clusters Score -9136453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Entering Unmasked Estep 
Score: -6254240.500000 Penalty: 2584.961914
	Iteration 0F: 2 clusters Score -6254240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -6231434.000000 Penalty: 5169.923828
	Iteration 0F: 3 clusters Score -6231434 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -6239712.000000 Penalty: 5169.923828
	Iteration 1F: 3 clusters Score -6239712 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -6240240.500000 Penalty: 5169.923828
	Iteration 2Q: 3 clusters Score -6240240 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -6240783.000000 Penalty: 5169.923828
	Iteration 3Q: 3 clusters Score -6240783 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -6241321.000000 Penalty: 5169.923828
	Iteration 4Q: 3 clusters Score -6241321 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -6241905.500000 Penalty: 5169.923828
	Iteration 5Q: 3 clusters Score -6241906 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -6242567.500000 Penalty: 5169.923828
	Iteration 6Q: 3 clusters Score -6242568 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -6243344.500000 Penalty: 5169.923828
	Iteration 7Q: 3 clusters Score -6243344 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -6244286.500000 Penalty: 5169.923828
	Iteration 8F: 3 clusters Score -6244286 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6245357.500000 Penalty: 5169.923828
	Iteration 9F: 3 clusters Score -6245358 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -6246338.500000 Penalty: 5169.923828
	Iteration 10F: 3 clusters Score -6246338 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -6247156.500000 Penalty: 5169.923828
	Iteration 11Q: 3 clusters Score -6247156 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6247763.500000 Penalty: 5169.923828
	Iteration 12Q: 3 clusters Score -6247764 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -6248179.500000 Penalty: 5169.923828
	Iteration 13Q: 3 clusters Score -6248180 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -6248576.500000 Penalty: 5169.923828
	Iteration 14Q: 3 clusters Score -6248576 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -6248936.000000 Penalty: 5169.923828
	Iteration 15Q: 3 clusters Score -6248936 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -6249238.500000 Penalty: 5169.923828
	Iteration 16Q: 3 clusters Score -6249238 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -6249579.000000 Penalty: 5169.923828
	Iteration 17Q: 3 clusters Score -6249579 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -6249947.000000 Penalty: 5169.923828
	Iteration 18Q: 3 clusters Score -6249947 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -6250300.000000 Penalty: 5169.923828
	Iteration 19Q: 3 clusters Score -6250300 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -6250612.500000 Penalty: 5169.923828
	Iteration 20F: 3 clusters Score -6250612 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -6250868.500000 Penalty: 5169.923828
	Iteration 21Q: 3 clusters Score -6250868 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -6251116.000000 Penalty: 5169.923828
	Iteration 22Q: 3 clusters Score -6251116 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -6251255.500000 Penalty: 5169.923828
	Iteration 23Q: 3 clusters Score -6251256 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -6251421.500000 Penalty: 5169.923828
	Iteration 24Q: 3 clusters Score -6251422 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -6251536.500000 Penalty: 5169.923828
	Iteration 25Q: 3 clusters Score -6251536 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -6251621.500000 Penalty: 5169.923828
	Iteration 26Q: 3 clusters Score -6251622 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -6251729.000000 Penalty: 5169.923828
	Iteration 27Q: 3 clusters Score -6251729 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -6251794.000000 Penalty: 5169.923828
	Iteration 28Q: 3 clusters Score -6251794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -6251870.000000 Penalty: 5169.923828
	Iteration 29Q: 3 clusters Score -6251870 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6251897.500000 Penalty: 5169.923828
	Iteration 30Q: 3 clusters Score -6251898 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -6251914.500000 Penalty: 5169.923828
	Iteration 31Q: 3 clusters Score -6251914 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6251939.000000 Penalty: 5169.923828
	Iteration 32Q: 3 clusters Score -6251939 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6251970.500000 Penalty: 5169.923828
	Iteration 33Q: 3 clusters Score -6251970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6251978.000000 Penalty: 5169.923828
	Iteration 34Q: 3 clusters Score -6251978 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -6251999.000000 Penalty: 5169.923828
	Iteration 35Q: 3 clusters Score -6251999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6251992.500000 Penalty: 5169.923828
	Iteration 36Q: 3 clusters Score -6251992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -6252021.000000 Penalty: 5169.923828
	Iteration 37Q: 3 clusters Score -6252021 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -6252047.000000 Penalty: 5169.923828
	Iteration 38Q: 3 clusters Score -6252047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6252062.500000 Penalty: 5169.923828
	Iteration 39Q: 3 clusters Score -6252062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6252079.000000 Penalty: 5169.923828
	Iteration 40F: 3 clusters Score -6252079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -6252091.000000 Penalty: 5169.923828
	Iteration 41Q: 3 clusters Score -6252091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -6252105.000000 Penalty: 5169.923828
	Iteration 42Q: 3 clusters Score -6252105 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -6252122.500000 Penalty: 5169.923828
	Iteration 43Q: 3 clusters Score -6252122 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -6252134.500000 Penalty: 5169.923828
	Iteration 44Q: 3 clusters Score -6252134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -6252144.000000 Penalty: 5169.923828
	Iteration 45Q: 3 clusters Score -6252144 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -6252155.000000 Penalty: 5169.923828
	Iteration 46Q: 3 clusters Score -6252155 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6252176.000000 Penalty: 5169.923828
	Iteration 47Q: 3 clusters Score -6252176 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6252180.500000 Penalty: 5169.923828
	Iteration 48Q: 3 clusters Score -6252180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -6252172.000000 Penalty: 5169.923828
	Iteration 49Q: 3 clusters Score -6252172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -6252171.500000 Penalty: 5169.923828
	Iteration 50Q: 3 clusters Score -6252172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -6252191.500000 Penalty: 5169.923828
	Iteration 51Q: 3 clusters Score -6252192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6252206.500000 Penalty: 5169.923828
	Iteration 52Q: 3 clusters Score -6252206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -6252212.000000 Penalty: 5169.923828
	Iteration 53Q: 3 clusters Score -6252212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -6252220.500000 Penalty: 5169.923828
	Iteration 54Q: 3 clusters Score -6252220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6252212.500000 Penalty: 5169.923828
	Iteration 55Q: 3 clusters Score -6252212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6252220.500000 Penalty: 5169.923828
	Iteration 56Q: 3 clusters Score -6252220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -6252234.500000 Penalty: 5169.923828
	Iteration 57Q: 3 clusters Score -6252234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6252237.000000 Penalty: 5169.923828
	Iteration 58Q: 3 clusters Score -6252237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -6252233.000000 Penalty: 5169.923828
	Iteration 59Q: 3 clusters Score -6252233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -6252237.500000 Penalty: 5169.923828
	Iteration 60F: 3 clusters Score -6252238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -6252239.500000 Penalty: 5169.923828
	Iteration 61Q: 3 clusters Score -6252240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -6252238.500000 Penalty: 5169.923828
	Iteration 62Q: 3 clusters Score -6252238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6252241.000000 Penalty: 5169.923828
	Iteration 63Q: 3 clusters Score -6252241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6252238.000000 Penalty: 5169.923828
	Iteration 64Q: 3 clusters Score -6252238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -6252244.000000 Penalty: 5169.923828
	Iteration 65Q: 3 clusters Score -6252244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6252248.000000 Penalty: 5169.923828
	Iteration 66Q: 3 clusters Score -6252248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6252246.000000 Penalty: 5169.923828
	Iteration 67Q: 3 clusters Score -6252246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -6252256.500000 Penalty: 5169.923828
	Iteration 68Q: 3 clusters Score -6252256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6252257.500000 Penalty: 5169.923828
	Iteration 69Q: 3 clusters Score -6252258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6252252.500000 Penalty: 5169.923828
	Iteration 70Q: 3 clusters Score -6252252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6252263.500000 Penalty: 5169.923828
	Iteration 71Q: 3 clusters Score -6252264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6252272.000000 Penalty: 5169.923828
	Iteration 72Q: 3 clusters Score -6252272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -6252260.000000 Penalty: 5169.923828
	Iteration 73Q: 3 clusters Score -6252260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6252268.000000 Penalty: 5169.923828
	Iteration 74Q: 3 clusters Score -6252268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6252269.500000 Penalty: 5169.923828
	Iteration 75Q: 3 clusters Score -6252270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6252267.500000 Penalty: 5169.923828
	Iteration 76Q: 3 clusters Score -6252268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -6252269.500000 Penalty: 5169.923828
	Iteration 77Q: 3 clusters Score -6252270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -6252268.500000 Penalty: 5169.923828
	Iteration 78Q: 3 clusters Score -6252268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6252265.500000 Penalty: 5169.923828
	Iteration 79Q: 3 clusters Score -6252266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6252270.000000 Penalty: 5169.923828
	Iteration 80F: 3 clusters Score -6252270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6252264.500000 Penalty: 5169.923828
	Iteration 81Q: 3 clusters Score -6252264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6252268.500000 Penalty: 5169.923828
	Iteration 82Q: 3 clusters Score -6252268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31232 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6252281.000000 Penalty: 5169.923828
	Iteration 83Q: 3 clusters Score -6252281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -6252285.000000 Penalty: 5169.923828
	Iteration 84Q: 3 clusters Score -6252285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6252284.000000 Penalty: 5169.923828
	Iteration 85Q: 3 clusters Score -6252284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6252288.000000 Penalty: 5169.923828
	Iteration 86Q: 3 clusters Score -6252288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6252282.000000 Penalty: 5169.923828
	Iteration 87Q: 3 clusters Score -6252282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -6252289.000000 Penalty: 5169.923828
	Iteration 88Q: 3 clusters Score -6252289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6252289.500000 Penalty: 5169.923828
	Iteration 89Q: 3 clusters Score -6252290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -6252287.500000 Penalty: 5169.923828
	Iteration 90Q: 3 clusters Score -6252288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6252289.000000 Penalty: 5169.923828
	Iteration 91Q: 3 clusters Score -6252289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6252288.000000 Penalty: 5169.923828
	Iteration 92Q: 3 clusters Score -6252288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6252288.000000 Penalty: 5169.923828
	Iteration 93Q: 3 clusters Score -6252288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -6252288.000000 Penalty: 5169.923828
	Iteration 94F: 3 clusters Score -6252288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -292278.593750 Penalty: 1837.916138
	Iteration 0F: 2 clusters Score -292278.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -289908.875000 Penalty: 3675.832275
	Iteration 0F: 3 clusters Score -289908.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -290467.625000 Penalty: 3675.832275
	Iteration 1F: 3 clusters Score -290467.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -290678.437500 Penalty: 3675.832275
	Iteration 2F: 3 clusters Score -290678.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -290797.406250 Penalty: 3675.832275
	Iteration 3F: 3 clusters Score -290797.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -290850.843750 Penalty: 3675.832275
	Iteration 4Q: 3 clusters Score -290850.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290876.156250 Penalty: 3675.832275
	Iteration 5Q: 3 clusters Score -290876.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -290893.875000 Penalty: 3675.832275
	Iteration 6Q: 3 clusters Score -290893.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -290910.968750 Penalty: 3675.832275
	Iteration 7Q: 3 clusters Score -290911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -290924.968750 Penalty: 3675.832275
	Iteration 8Q: 3 clusters Score -290925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -290937.156250 Penalty: 3675.832275
	Iteration 9Q: 3 clusters Score -290937.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -290948.968750 Penalty: 3675.832275
	Iteration 10Q: 3 clusters Score -290949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -290958.375000 Penalty: 3675.832275
	Iteration 11Q: 3 clusters Score -290958.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -290967.312500 Penalty: 3675.832275
	Iteration 12Q: 3 clusters Score -290967.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -290977.562500 Penalty: 3675.832275
	Iteration 13Q: 3 clusters Score -290977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -290982.562500 Penalty: 3675.832275
	Iteration 14Q: 3 clusters Score -290982.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -290985.875000 Penalty: 3675.832275
	Iteration 15Q: 3 clusters Score -290985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -290989.218750 Penalty: 3675.832275
	Iteration 16Q: 3 clusters Score -290989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -290992.156250 Penalty: 3675.832275
	Iteration 17Q: 3 clusters Score -290992.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -290997.343750 Penalty: 3675.832275
	Iteration 18Q: 3 clusters Score -290997.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -291001.000000 Penalty: 3675.832275
	Iteration 19Q: 3 clusters Score -291001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -291005.625000 Penalty: 3675.832275
	Iteration 20F: 3 clusters Score -291005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -291007.218750 Penalty: 3675.832275
	Iteration 21Q: 3 clusters Score -291007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -291009.000000 Penalty: 3675.832275
	Iteration 22Q: 3 clusters Score -291009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -291011.750000 Penalty: 3675.832275
	Iteration 23Q: 3 clusters Score -291011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -291012.250000 Penalty: 3675.832275
	Iteration 24Q: 3 clusters Score -291012.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -291013.062500 Penalty: 3675.832275
	Iteration 25Q: 3 clusters Score -291013.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -291013.062500 Penalty: 3675.832275
	Iteration 26F: 3 clusters Score -291013.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Entering Unmasked Estep 
Score: -4877067.500000 Penalty: 2521.388672
	Iteration 0F: 2 clusters Score -4877068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -4859153.500000 Penalty: 5042.777344
	Iteration 0F: 3 clusters Score -4859154 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -4865342.500000 Penalty: 5042.777344
	Iteration 1F: 3 clusters Score -4865342 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4865745.000000 Penalty: 5042.777344
	Iteration 2Q: 3 clusters Score -4865745 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4866148.000000 Penalty: 5042.777344
	Iteration 3Q: 3 clusters Score -4866148 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -4866568.500000 Penalty: 5042.777344
	Iteration 4Q: 3 clusters Score -4866568 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4867120.000000 Penalty: 5042.777344
	Iteration 5Q: 3 clusters Score -4867120 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -4867754.000000 Penalty: 5042.777344
	Iteration 6Q: 3 clusters Score -4867754 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -4868665.500000 Penalty: 5042.777344
	Iteration 7F: 3 clusters Score -4868666 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4869927.500000 Penalty: 5042.777344
	Iteration 8F: 3 clusters Score -4869928 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -4871366.000000 Penalty: 5042.777344
	Iteration 9F: 3 clusters Score -4871366 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4872745.000000 Penalty: 5042.777344
	Iteration 10F: 3 clusters Score -4872745 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -4873649.000000 Penalty: 5042.777344
	Iteration 11Q: 3 clusters Score -4873649 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -4874150.500000 Penalty: 5042.777344
	Iteration 12Q: 3 clusters Score -4874150 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4874386.000000 Penalty: 5042.777344
	Iteration 13Q: 3 clusters Score -4874386 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4874501.500000 Penalty: 5042.777344
	Iteration 14Q: 3 clusters Score -4874502 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4874578.000000 Penalty: 5042.777344
	Iteration 15Q: 3 clusters Score -4874578 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4874623.500000 Penalty: 5042.777344
	Iteration 16Q: 3 clusters Score -4874624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4874654.000000 Penalty: 5042.777344
	Iteration 17Q: 3 clusters Score -4874654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4874669.500000 Penalty: 5042.777344
	Iteration 18Q: 3 clusters Score -4874670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4874687.000000 Penalty: 5042.777344
	Iteration 19Q: 3 clusters Score -4874687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4874706.500000 Penalty: 5042.777344
	Iteration 20F: 3 clusters Score -4874706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4874732.000000 Penalty: 5042.777344
	Iteration 21Q: 3 clusters Score -4874732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4874763.000000 Penalty: 5042.777344
	Iteration 22Q: 3 clusters Score -4874763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4874790.500000 Penalty: 5042.777344
	Iteration 23Q: 3 clusters Score -4874790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4874813.500000 Penalty: 5042.777344
	Iteration 24Q: 3 clusters Score -4874814 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4874829.000000 Penalty: 5042.777344
	Iteration 25Q: 3 clusters Score -4874829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -4874844.500000 Penalty: 5042.777344
	Iteration 26Q: 3 clusters Score -4874844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4874870.000000 Penalty: 5042.777344
	Iteration 27Q: 3 clusters Score -4874870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4874882.500000 Penalty: 5042.777344
	Iteration 28Q: 3 clusters Score -4874882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4874884.000000 Penalty: 5042.777344
	Iteration 29Q: 3 clusters Score -4874884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4874897.500000 Penalty: 5042.777344
	Iteration 30Q: 3 clusters Score -4874898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4874911.500000 Penalty: 5042.777344
	Iteration 31Q: 3 clusters Score -4874912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4874923.500000 Penalty: 5042.777344
	Iteration 32Q: 3 clusters Score -4874924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4874928.000000 Penalty: 5042.777344
	Iteration 33Q: 3 clusters Score -4874928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4874933.500000 Penalty: 5042.777344
	Iteration 34Q: 3 clusters Score -4874934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4874939.000000 Penalty: 5042.777344
	Iteration 35Q: 3 clusters Score -4874939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4874941.500000 Penalty: 5042.777344
	Iteration 36Q: 3 clusters Score -4874942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4874947.500000 Penalty: 5042.777344
	Iteration 37Q: 3 clusters Score -4874948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4874952.000000 Penalty: 5042.777344
	Iteration 38Q: 3 clusters Score -4874952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4874955.500000 Penalty: 5042.777344
	Iteration 39Q: 3 clusters Score -4874956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4874952.000000 Penalty: 5042.777344
	Iteration 40F: 3 clusters Score -4874952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4874957.000000 Penalty: 5042.777344
	Iteration 41Q: 3 clusters Score -4874957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4874959.500000 Penalty: 5042.777344
	Iteration 42Q: 3 clusters Score -4874960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4874964.000000 Penalty: 5042.777344
	Iteration 43Q: 3 clusters Score -4874964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4874963.500000 Penalty: 5042.777344
	Iteration 44Q: 3 clusters Score -4874964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4874963.000000 Penalty: 5042.777344
	Iteration 45Q: 3 clusters Score -4874963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4874967.500000 Penalty: 5042.777344
	Iteration 46Q: 3 clusters Score -4874968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4874975.000000 Penalty: 5042.777344
	Iteration 47Q: 3 clusters Score -4874975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4874971.500000 Penalty: 5042.777344
	Iteration 48Q: 3 clusters Score -4874972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4874979.000000 Penalty: 5042.777344
	Iteration 49Q: 3 clusters Score -4874979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4874990.500000 Penalty: 5042.777344
	Iteration 50Q: 3 clusters Score -4874990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4874989.000000 Penalty: 5042.777344
	Iteration 51Q: 3 clusters Score -4874989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4874987.000000 Penalty: 5042.777344
	Iteration 52Q: 3 clusters Score -4874987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4874985.000000 Penalty: 5042.777344
	Iteration 53Q: 3 clusters Score -4874985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4874989.500000 Penalty: 5042.777344
	Iteration 54Q: 3 clusters Score -4874990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4874996.500000 Penalty: 5042.777344
	Iteration 55Q: 3 clusters Score -4874996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -4874994.000000 Penalty: 5042.777344
	Iteration 56Q: 3 clusters Score -4874994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4875000.000000 Penalty: 5042.777344
	Iteration 57Q: 3 clusters Score -4875000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4875002.500000 Penalty: 5042.777344
	Iteration 58Q: 3 clusters Score -4875002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4875002.500000 Penalty: 5042.777344
	Iteration 59F: 3 clusters Score -4875002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Entering Unmasked Estep 
Score: -7480962.000000 Penalty: 2630.420898
	Iteration 0F: 2 clusters Score -7480962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7453635.500000 Penalty: 5260.841797
	Iteration 0F: 3 clusters Score -7453636 nChanged 18505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -7463796.500000 Penalty: 5260.841797
	Iteration 1F: 3 clusters Score -7463796 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -7464269.000000 Penalty: 5260.841797
	Iteration 2Q: 3 clusters Score -7464269 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -7464737.500000 Penalty: 5260.841797
	Iteration 3Q: 3 clusters Score -7464738 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7465118.000000 Penalty: 5260.841797
	Iteration 4Q: 3 clusters Score -7465118 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -7465444.000000 Penalty: 5260.841797
	Iteration 5Q: 3 clusters Score -7465444 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -7465768.000000 Penalty: 5260.841797
	Iteration 6Q: 3 clusters Score -7465768 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -7466218.000000 Penalty: 5260.841797
	Iteration 7Q: 3 clusters Score -7466218 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -7466886.500000 Penalty: 5260.841797
	Iteration 8Q: 3 clusters Score -7466886 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -7467763.000000 Penalty: 5260.841797
	Iteration 9Q: 3 clusters Score -7467763 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -7468968.500000 Penalty: 5260.841797
	Iteration 10Q: 3 clusters Score -7468968 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -7470448.500000 Penalty: 5260.841797
	Iteration 11Q: 3 clusters Score -7470448 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -7472042.500000 Penalty: 5260.841797
	Iteration 12Q: 3 clusters Score -7472042 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -7473401.500000 Penalty: 5260.841797
	Iteration 13Q: 3 clusters Score -7473402 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -7474423.000000 Penalty: 5260.841797
	Iteration 14Q: 3 clusters Score -7474423 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7475099.000000 Penalty: 5260.841797
	Iteration 15Q: 3 clusters Score -7475099 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -7475648.500000 Penalty: 5260.841797
	Iteration 16Q: 3 clusters Score -7475648 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -7476106.500000 Penalty: 5260.841797
	Iteration 17Q: 3 clusters Score -7476106 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -7476552.000000 Penalty: 5260.841797
	Iteration 18Q: 3 clusters Score -7476552 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7476928.000000 Penalty: 5260.841797
	Iteration 19Q: 3 clusters Score -7476928 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7477218.500000 Penalty: 5260.841797
	Iteration 20F: 3 clusters Score -7477218 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -7477475.500000 Penalty: 5260.841797
	Iteration 21Q: 3 clusters Score -7477476 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7477668.500000 Penalty: 5260.841797
	Iteration 22Q: 3 clusters Score -7477668 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7477870.500000 Penalty: 5260.841797
	Iteration 23Q: 3 clusters Score -7477870 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7478008.000000 Penalty: 5260.841797
	Iteration 24Q: 3 clusters Score -7478008 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7478133.500000 Penalty: 5260.841797
	Iteration 25Q: 3 clusters Score -7478134 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7478208.000000 Penalty: 5260.841797
	Iteration 26Q: 3 clusters Score -7478208 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7478278.500000 Penalty: 5260.841797
	Iteration 27Q: 3 clusters Score -7478278 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7478339.500000 Penalty: 5260.841797
	Iteration 28Q: 3 clusters Score -7478340 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7478382.500000 Penalty: 5260.841797
	Iteration 29Q: 3 clusters Score -7478382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7478428.000000 Penalty: 5260.841797
	Iteration 30Q: 3 clusters Score -7478428 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7478452.500000 Penalty: 5260.841797
	Iteration 31Q: 3 clusters Score -7478452 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7478485.500000 Penalty: 5260.841797
	Iteration 32Q: 3 clusters Score -7478486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7478514.000000 Penalty: 5260.841797
	Iteration 33Q: 3 clusters Score -7478514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7478528.000000 Penalty: 5260.841797
	Iteration 34Q: 3 clusters Score -7478528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7478543.500000 Penalty: 5260.841797
	Iteration 35Q: 3 clusters Score -7478544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38883 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7478559.500000 Penalty: 5260.841797
	Iteration 36Q: 3 clusters Score -7478560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7478569.500000 Penalty: 5260.841797
	Iteration 37Q: 3 clusters Score -7478570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7478578.000000 Penalty: 5260.841797
	Iteration 38Q: 3 clusters Score -7478578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7478599.000000 Penalty: 5260.841797
	Iteration 39Q: 3 clusters Score -7478599 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7478617.500000 Penalty: 5260.841797
	Iteration 40F: 3 clusters Score -7478618 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7478626.500000 Penalty: 5260.841797
	Iteration 41Q: 3 clusters Score -7478626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7478632.000000 Penalty: 5260.841797
	Iteration 42Q: 3 clusters Score -7478632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7478645.000000 Penalty: 5260.841797
	Iteration 43Q: 3 clusters Score -7478645 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7478660.000000 Penalty: 5260.841797
	Iteration 44Q: 3 clusters Score -7478660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7478665.000000 Penalty: 5260.841797
	Iteration 45Q: 3 clusters Score -7478665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -7478666.000000 Penalty: 5260.841797
	Iteration 46Q: 3 clusters Score -7478666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -7478681.500000 Penalty: 5260.841797
	Iteration 47Q: 3 clusters Score -7478682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7478678.000000 Penalty: 5260.841797
	Iteration 48Q: 3 clusters Score -7478678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7478684.000000 Penalty: 5260.841797
	Iteration 49Q: 3 clusters Score -7478684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7478681.500000 Penalty: 5260.841797
	Iteration 50Q: 3 clusters Score -7478682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7478673.500000 Penalty: 5260.841797
	Iteration 51Q: 3 clusters Score -7478674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7478690.500000 Penalty: 5260.841797
	Iteration 52Q: 3 clusters Score -7478690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7478688.000000 Penalty: 5260.841797
	Iteration 53Q: 3 clusters Score -7478688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7478692.500000 Penalty: 5260.841797
	Iteration 54Q: 3 clusters Score -7478692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7478696.000000 Penalty: 5260.841797
	Iteration 55Q: 3 clusters Score -7478696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7478698.000000 Penalty: 5260.841797
	Iteration 56Q: 3 clusters Score -7478698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7478702.500000 Penalty: 5260.841797
	Iteration 57Q: 3 clusters Score -7478702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -7478699.000000 Penalty: 5260.841797
	Iteration 58Q: 3 clusters Score -7478699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7478704.000000 Penalty: 5260.841797
	Iteration 59Q: 3 clusters Score -7478704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7478707.000000 Penalty: 5260.841797
	Iteration 60F: 3 clusters Score -7478707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7478713.000000 Penalty: 5260.841797
	Iteration 61Q: 3 clusters Score -7478713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7478705.500000 Penalty: 5260.841797
	Iteration 62Q: 3 clusters Score -7478706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7478711.500000 Penalty: 5260.841797
	Iteration 63Q: 3 clusters Score -7478712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -7478711.500000 Penalty: 5260.841797
	Iteration 64F: 3 clusters Score -7478712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35910.585938 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35910.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36240.371094 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36240.37 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36487.816406 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36487.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36605.359375 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36605.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36685.539062 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36685.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36759.066406 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36759.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -36794.636719 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36794.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36857.003906 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36859.953125 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36859.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36860.042969 Penalty: 3001.836182
	Iteration 9F: 3 clusters Score -36860.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -36873.218750 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -36873.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36878.132812 Penalty: 3001.836182
	Iteration 11Q: 3 clusters Score -36878.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -36879.472656 Penalty: 3001.836182
	Iteration 12F: 3 clusters Score -36879.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -36931.226562 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -36931.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -36961.027344 Penalty: 3001.836182
	Iteration 14Q: 3 clusters Score -36961.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36964.511719 Penalty: 3001.836182
	Iteration 15Q: 3 clusters Score -36964.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36964.511719 Penalty: 3001.836182
	Iteration 16F: 3 clusters Score -36964.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -4828563.000000 Penalty: 2526.079834
	Iteration 0F: 2 clusters Score -4828563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4810150.000000 Penalty: 5052.159668
	Iteration 0F: 3 clusters Score -4810150 nChanged 11941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -4816671.000000 Penalty: 5052.159668
	Iteration 1F: 3 clusters Score -4816671 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -4817198.500000 Penalty: 5052.159668
	Iteration 2F: 3 clusters Score -4817198 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -4817829.500000 Penalty: 5052.159668
	Iteration 3F: 3 clusters Score -4817830 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4818654.500000 Penalty: 5052.159668
	Iteration 4F: 3 clusters Score -4818654 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -4819705.500000 Penalty: 5052.159668
	Iteration 5F: 3 clusters Score -4819706 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4820977.500000 Penalty: 5052.159668
	Iteration 6F: 3 clusters Score -4820978 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4822165.000000 Penalty: 5052.159668
	Iteration 7F: 3 clusters Score -4822165 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -4823115.000000 Penalty: 5052.159668
	Iteration 8F: 3 clusters Score -4823115 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -4823791.500000 Penalty: 5052.159668
	Iteration 9Q: 3 clusters Score -4823792 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -4824195.500000 Penalty: 5052.159668
	Iteration 10Q: 3 clusters Score -4824196 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4824535.500000 Penalty: 5052.159668
	Iteration 11Q: 3 clusters Score -4824536 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4824826.500000 Penalty: 5052.159668
	Iteration 12Q: 3 clusters Score -4824826 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4825110.500000 Penalty: 5052.159668
	Iteration 13Q: 3 clusters Score -4825110 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -4825389.000000 Penalty: 5052.159668
	Iteration 14Q: 3 clusters Score -4825389 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -4825647.500000 Penalty: 5052.159668
	Iteration 15Q: 3 clusters Score -4825648 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -4825908.000000 Penalty: 5052.159668
	Iteration 16Q: 3 clusters Score -4825908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -4826068.000000 Penalty: 5052.159668
	Iteration 17Q: 3 clusters Score -4826068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -4826174.500000 Penalty: 5052.159668
	Iteration 18Q: 3 clusters Score -4826174 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -4826245.000000 Penalty: 5052.159668
	Iteration 19Q: 3 clusters Score -4826245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -4826300.000000 Penalty: 5052.159668
	Iteration 20F: 3 clusters Score -4826300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -4826328.000000 Penalty: 5052.159668
	Iteration 21Q: 3 clusters Score -4826328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -4826358.500000 Penalty: 5052.159668
	Iteration 22Q: 3 clusters Score -4826358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4826379.000000 Penalty: 5052.159668
	Iteration 23Q: 3 clusters Score -4826379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -4826385.500000 Penalty: 5052.159668
	Iteration 24Q: 3 clusters Score -4826386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -4826396.500000 Penalty: 5052.159668
	Iteration 25Q: 3 clusters Score -4826396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4826405.500000 Penalty: 5052.159668
	Iteration 26Q: 3 clusters Score -4826406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4826419.000000 Penalty: 5052.159668
	Iteration 27Q: 3 clusters Score -4826419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -4826430.500000 Penalty: 5052.159668
	Iteration 28Q: 3 clusters Score -4826430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4826430.500000 Penalty: 5052.159668
	Iteration 29Q: 3 clusters Score -4826430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -4826437.000000 Penalty: 5052.159668
	Iteration 30Q: 3 clusters Score -4826437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -4826441.000000 Penalty: 5052.159668
	Iteration 31Q: 3 clusters Score -4826441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -4826445.000000 Penalty: 5052.159668
	Iteration 32Q: 3 clusters Score -4826445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -4826448.500000 Penalty: 5052.159668
	Iteration 33Q: 3 clusters Score -4826448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4826453.000000 Penalty: 5052.159668
	Iteration 34Q: 3 clusters Score -4826453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4826451.500000 Penalty: 5052.159668
	Iteration 35Q: 3 clusters Score -4826452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -4826451.500000 Penalty: 5052.159668
	Iteration 36F: 3 clusters Score -4826452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -1162648.125000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -1162648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1157410.875000 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -1157411 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1158668.500000 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -1158668 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1158894.625000 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -1158895 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1159066.250000 Penalty: 4333.298828
	Iteration 3Q: 3 clusters Score -1159066 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1159246.750000 Penalty: 4333.298828
	Iteration 4Q: 3 clusters Score -1159247 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1159391.500000 Penalty: 4333.298828
	Iteration 5Q: 3 clusters Score -1159392 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1159539.375000 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -1159539 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1159670.500000 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -1159670 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1159803.625000 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -1159804 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1159942.500000 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -1159942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1160081.875000 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -1160082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1160205.125000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -1160205 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1160334.875000 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -1160335 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1160473.500000 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -1160474 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1160625.250000 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -1160625 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1160772.250000 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -1160772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1160895.125000 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -1160895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1160980.375000 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -1160980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1161040.875000 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -1161041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1161077.125000 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -1161077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1161107.500000 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -1161108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1161124.750000 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -1161125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1161133.875000 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -1161134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1161139.000000 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -1161139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1161142.125000 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -1161142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1161143.375000 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -1161143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1161144.000000 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -1161144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1161147.625000 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -1161148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1161150.125000 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -1161150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1161149.125000 Penalty: 4333.298828
	Iteration 29Q: 3 clusters Score -1161149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1161151.875000 Penalty: 4333.298828
	Iteration 30Q: 3 clusters Score -1161152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1161152.625000 Penalty: 4333.298828
	Iteration 31Q: 3 clusters Score -1161153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1161156.125000 Penalty: 4333.298828
	Iteration 32Q: 3 clusters Score -1161156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1161156.125000 Penalty: 4333.298828
	Iteration 33Q: 3 clusters Score -1161156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1161159.125000 Penalty: 4333.298828
	Iteration 34Q: 3 clusters Score -1161159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1161159.125000 Penalty: 4333.298828
	Iteration 35F: 3 clusters Score -1161159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Entering Unmasked Estep 
Score: -8932189.000000 Penalty: 2671.210205
	Iteration 0F: 2 clusters Score -8932189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -8902088.000000 Penalty: 5342.420410
	Iteration 0F: 3 clusters Score -8902088 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -8914112.000000 Penalty: 5342.420410
	Iteration 1F: 3 clusters Score -8914112 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -8914548.000000 Penalty: 5342.420410
	Iteration 2Q: 3 clusters Score -8914548 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -8914989.000000 Penalty: 5342.420410
	Iteration 3Q: 3 clusters Score -8914989 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -8915480.000000 Penalty: 5342.420410
	Iteration 4Q: 3 clusters Score -8915480 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -8916026.000000 Penalty: 5342.420410
	Iteration 5Q: 3 clusters Score -8916026 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -8916874.000000 Penalty: 5342.420410
	Iteration 6Q: 3 clusters Score -8916874 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8918074.000000 Penalty: 5342.420410
	Iteration 7F: 3 clusters Score -8918074 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -8919936.000000 Penalty: 5342.420410
	Iteration 8F: 3 clusters Score -8919936 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -8922556.000000 Penalty: 5342.420410
	Iteration 9F: 3 clusters Score -8922556 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8925536.000000 Penalty: 5342.420410
	Iteration 10F: 3 clusters Score -8925536 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8928036.000000 Penalty: 5342.420410
	Iteration 11F: 3 clusters Score -8928036 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8929292.000000 Penalty: 5342.420410
	Iteration 12Q: 3 clusters Score -8929292 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8929699.000000 Penalty: 5342.420410
	Iteration 13Q: 3 clusters Score -8929699 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8929817.000000 Penalty: 5342.420410
	Iteration 14Q: 3 clusters Score -8929817 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -8929923.000000 Penalty: 5342.420410
	Iteration 15Q: 3 clusters Score -8929923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -8929951.000000 Penalty: 5342.420410
	Iteration 16Q: 3 clusters Score -8929951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -8929975.000000 Penalty: 5342.420410
	Iteration 17Q: 3 clusters Score -8929975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -8929989.000000 Penalty: 5342.420410
	Iteration 18Q: 3 clusters Score -8929989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -8929985.000000 Penalty: 5342.420410
	Iteration 19Q: 3 clusters Score -8929985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8929985.000000 Penalty: 5342.420410
	Iteration 20F: 3 clusters Score -8929985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8929991.000000 Penalty: 5342.420410
	Iteration 21Q: 3 clusters Score -8929991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -8929991.000000 Penalty: 5342.420410
	Iteration 22Q: 3 clusters Score -8929991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -8929992.000000 Penalty: 5342.420410
	Iteration 23Q: 3 clusters Score -8929992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -8930002.000000 Penalty: 5342.420410
	Iteration 24Q: 3 clusters Score -8930002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 47339 members 
Entering Unmasked Estep 
Score: -8930004.000000 Penalty: 5342.420410
	Iteration 25Q: 3 clusters Score -8930004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8930001.000000 Penalty: 5342.420410
	Iteration 26Q: 3 clusters Score -8930001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -8929995.000000 Penalty: 5342.420410
	Iteration 27Q: 3 clusters Score -8929995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -8929997.000000 Penalty: 5342.420410
	Iteration 28Q: 3 clusters Score -8929997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -8929985.000000 Penalty: 5342.420410
	Iteration 29Q: 3 clusters Score -8929985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -8929985.000000 Penalty: 5342.420410
	Iteration 30F: 3 clusters Score -8929985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -1039880.937500 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -1039881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1034947.625000 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -1034948 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1036146.312500 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -1036146 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1036359.687500 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -1036360 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1036503.750000 Penalty: 4278.430664
	Iteration 3Q: 3 clusters Score -1036504 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1036605.937500 Penalty: 4278.430664
	Iteration 4Q: 3 clusters Score -1036606 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1036687.000000 Penalty: 4278.430664
	Iteration 5Q: 3 clusters Score -1036687 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1036744.875000 Penalty: 4278.430664
	Iteration 6Q: 3 clusters Score -1036745 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1036805.250000 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -1036805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1036863.750000 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -1036864 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1036922.437500 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -1036922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1036966.375000 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -1036966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1037007.875000 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -1037008 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1037054.500000 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -1037054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1037108.562500 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -1037109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1037151.812500 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -1037152 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1037199.875000 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -1037200 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1037236.937500 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -1037237 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1037273.375000 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -1037273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1037305.187500 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -1037305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1037339.500000 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -1037340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1037368.250000 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -1037368 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1037395.875000 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -1037396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1037424.875000 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -1037425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1037450.937500 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -1037451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1037483.812500 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -1037484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1037511.562500 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -1037512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1037542.562500 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -1037543 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1037573.375000 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -1037573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1037593.562500 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -1037594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1037605.500000 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -1037606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1037618.000000 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -1037618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1037626.937500 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -1037627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1037633.500000 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -1037634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1037636.250000 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -1037636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1037638.500000 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -1037638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1037641.562500 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -1037642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1037643.500000 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -1037644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1037647.062500 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -1037647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1037647.937500 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -1037648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1037650.750000 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -1037651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1037655.187500 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -1037655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1037655.000000 Penalty: 4278.430664
	Iteration 41Q: 3 clusters Score -1037655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1037658.062500 Penalty: 4278.430664
	Iteration 42Q: 3 clusters Score -1037658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1037659.312500 Penalty: 4278.430664
	Iteration 43Q: 3 clusters Score -1037659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1037658.437500 Penalty: 4278.430664
	Iteration 44Q: 3 clusters Score -1037658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1037658.937500 Penalty: 4278.430664
	Iteration 45Q: 3 clusters Score -1037659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1037659.625000 Penalty: 4278.430664
	Iteration 46Q: 3 clusters Score -1037660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1037659.625000 Penalty: 4278.430664
	Iteration 47F: 3 clusters Score -1037660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -416533.031250 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -416533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -413665.218750 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -413665.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -414201.218750 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -414201.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -414341.593750 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -414341.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -414421.718750 Penalty: 3850.880127
	Iteration 3Q: 3 clusters Score -414421.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -414470.843750 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -414470.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -414516.718750 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -414516.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -414555.781250 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -414555.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -414590.593750 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -414590.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -414624.093750 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -414624.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -414649.875000 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -414649.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -414664.156250 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -414664.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -414669.812500 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -414669.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -414677.812500 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -414677.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -414683.781250 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -414683.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -414692.625000 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -414692.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -414697.562500 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -414697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -414704.500000 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -414704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -414711.093750 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -414711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -414718.687500 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -414718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -414725.906250 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -414725.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -414734.562500 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -414734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -414740.250000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -414740.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -414748.187500 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -414748.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -414756.843750 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -414756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -414762.125000 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -414762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -414768.250000 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -414768.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -414777.500000 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -414777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -414786.062500 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -414786.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -414794.687500 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -414794.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -414803.031250 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -414803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -414816.687500 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -414816.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -414836.718750 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -414836.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -414858.968750 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -414859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414882.593750 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -414882.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -414906.000000 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -414906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414923.187500 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -414923.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -414935.468750 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -414935.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -414943.281250 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -414943.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -414947.906250 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -414947.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -414955.906250 Penalty: 3850.880127
	Iteration 39Q: 3 clusters Score -414955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -414967.375000 Penalty: 3850.880127
	Iteration 40F: 3 clusters Score -414967.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -414973.250000 Penalty: 3850.880127
	Iteration 41Q: 3 clusters Score -414973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -414976.843750 Penalty: 3850.880127
	Iteration 42Q: 3 clusters Score -414976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -414985.562500 Penalty: 3850.880127
	Iteration 43Q: 3 clusters Score -414985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -414991.531250 Penalty: 3850.880127
	Iteration 44Q: 3 clusters Score -414991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -414997.875000 Penalty: 3850.880127
	Iteration 45Q: 3 clusters Score -414997.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -415002.812500 Penalty: 3850.880127
	Iteration 46Q: 3 clusters Score -415002.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -415010.437500 Penalty: 3850.880127
	Iteration 47Q: 3 clusters Score -415010.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -415019.656250 Penalty: 3850.880127
	Iteration 48Q: 3 clusters Score -415019.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -415028.375000 Penalty: 3850.880127
	Iteration 49Q: 3 clusters Score -415028.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -415044.406250 Penalty: 3850.880127
	Iteration 50Q: 3 clusters Score -415044.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -415063.125000 Penalty: 3850.880127
	Iteration 51Q: 3 clusters Score -415063.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -415072.656250 Penalty: 3850.880127
	Iteration 52Q: 3 clusters Score -415072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415079.437500 Penalty: 3850.880127
	Iteration 53Q: 3 clusters Score -415079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -415085.281250 Penalty: 3850.880127
	Iteration 54Q: 3 clusters Score -415085.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -415090.031250 Penalty: 3850.880127
	Iteration 55Q: 3 clusters Score -415090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -415097.093750 Penalty: 3850.880127
	Iteration 56Q: 3 clusters Score -415097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -415101.000000 Penalty: 3850.880127
	Iteration 57Q: 3 clusters Score -415101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -415103.000000 Penalty: 3850.880127
	Iteration 58Q: 3 clusters Score -415103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -415106.218750 Penalty: 3850.880127
	Iteration 59Q: 3 clusters Score -415106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -415107.187500 Penalty: 3850.880127
	Iteration 60F: 3 clusters Score -415107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -415107.968750 Penalty: 3850.880127
	Iteration 61Q: 3 clusters Score -415108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -415107.968750 Penalty: 3850.880127
	Iteration 62F: 3 clusters Score -415108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -816409.000000 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -816409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -812259.000000 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -812259 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -813267.625000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -813267.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -813457.187500 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -813457.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -813565.750000 Penalty: 4161.122070
	Iteration 3Q: 3 clusters Score -813565.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -813633.312500 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -813633.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -813682.812500 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -813682.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -813722.625000 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -813722.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -813751.937500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -813751.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -813773.312500 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -813773.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -813788.625000 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -813788.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -813808.937500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -813808.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -813821.562500 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -813821.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -813834.250000 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -813834.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -813851.625000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -813851.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -813863.375000 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -813863.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -813875.750000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -813875.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -813892.375000 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -813892.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -813911.812500 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -813911.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -813936.625000 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -813936.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -813960.437500 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -813960.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -813981.375000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -813981.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -814002.812500 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -814002.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -814027.000000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -814027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -814050.687500 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -814050.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -814079.250000 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -814079.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -814113.937500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -814113.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -814137.562500 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -814137.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -814164.937500 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -814164.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -814189.437500 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -814189.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -814224.000000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -814224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -814251.812500 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -814251.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -814281.500000 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -814281.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -814306.312500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -814306.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -814326.562500 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -814326.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -814343.000000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -814343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -814357.500000 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -814357.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -814370.937500 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -814370.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -814381.562500 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -814381.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -814396.312500 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -814396.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -814409.625000 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -814409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -814416.875000 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -814416.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -814423.687500 Penalty: 4161.122070
	Iteration 41Q: 3 clusters Score -814423.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -814429.250000 Penalty: 4161.122070
	Iteration 42Q: 3 clusters Score -814429.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -814433.625000 Penalty: 4161.122070
	Iteration 43Q: 3 clusters Score -814433.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -814445.625000 Penalty: 4161.122070
	Iteration 44Q: 3 clusters Score -814445.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -814455.187500 Penalty: 4161.122070
	Iteration 45Q: 3 clusters Score -814455.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -814463.750000 Penalty: 4161.122070
	Iteration 46Q: 3 clusters Score -814463.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -814469.625000 Penalty: 4161.122070
	Iteration 47Q: 3 clusters Score -814469.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -814475.437500 Penalty: 4161.122070
	Iteration 48Q: 3 clusters Score -814475.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -814481.750000 Penalty: 4161.122070
	Iteration 49Q: 3 clusters Score -814481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -814485.000000 Penalty: 4161.122070
	Iteration 50Q: 3 clusters Score -814485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -814487.812500 Penalty: 4161.122070
	Iteration 51Q: 3 clusters Score -814487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -814488.875000 Penalty: 4161.122070
	Iteration 52Q: 3 clusters Score -814488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -814495.062500 Penalty: 4161.122070
	Iteration 53Q: 3 clusters Score -814495.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -814499.062500 Penalty: 4161.122070
	Iteration 54Q: 3 clusters Score -814499.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -814502.312500 Penalty: 4161.122070
	Iteration 55Q: 3 clusters Score -814502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -814504.437500 Penalty: 4161.122070
	Iteration 56Q: 3 clusters Score -814504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -814508.125000 Penalty: 4161.122070
	Iteration 57Q: 3 clusters Score -814508.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -814509.562500 Penalty: 4161.122070
	Iteration 58Q: 3 clusters Score -814509.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -814509.875000 Penalty: 4161.122070
	Iteration 59Q: 3 clusters Score -814509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -814512.500000 Penalty: 4161.122070
	Iteration 60F: 3 clusters Score -814512.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -814514.875000 Penalty: 4161.122070
	Iteration 61Q: 3 clusters Score -814514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -814514.875000 Penalty: 4161.122070
	Iteration 62Q: 3 clusters Score -814514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -814516.062500 Penalty: 4161.122070
	Iteration 63Q: 3 clusters Score -814516.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -814517.375000 Penalty: 4161.122070
	Iteration 64Q: 3 clusters Score -814517.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -814519.437500 Penalty: 4161.122070
	Iteration 65Q: 3 clusters Score -814519.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -814522.000000 Penalty: 4161.122070
	Iteration 66Q: 3 clusters Score -814522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -814521.937500 Penalty: 4161.122070
	Iteration 67Q: 3 clusters Score -814521.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -814521.937500 Penalty: 4161.122070
	Iteration 68F: 3 clusters Score -814521.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Entering Unmasked Estep 
Score: -9272092.000000 Penalty: 2679.274658
	Iteration 0F: 2 clusters Score -9272092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -9241417.000000 Penalty: 5358.549316
	Iteration 0F: 3 clusters Score -9241417 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -9253843.000000 Penalty: 5358.549316
	Iteration 1F: 3 clusters Score -9253843 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -9254372.000000 Penalty: 5358.549316
	Iteration 2Q: 3 clusters Score -9254372 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -9254914.000000 Penalty: 5358.549316
	Iteration 3Q: 3 clusters Score -9254914 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -9255608.000000 Penalty: 5358.549316
	Iteration 4Q: 3 clusters Score -9255608 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -9256410.000000 Penalty: 5358.549316
	Iteration 5Q: 3 clusters Score -9256410 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -9257298.000000 Penalty: 5358.549316
	Iteration 6Q: 3 clusters Score -9257298 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -9258448.000000 Penalty: 5358.549316
	Iteration 7Q: 3 clusters Score -9258448 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -9259958.000000 Penalty: 5358.549316
	Iteration 8F: 3 clusters Score -9259958 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -9261557.000000 Penalty: 5358.549316
	Iteration 9F: 3 clusters Score -9261557 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -9263240.000000 Penalty: 5358.549316
	Iteration 10Q: 3 clusters Score -9263240 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -9264577.000000 Penalty: 5358.549316
	Iteration 11Q: 3 clusters Score -9264577 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -9265505.000000 Penalty: 5358.549316
	Iteration 12Q: 3 clusters Score -9265505 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -9266076.000000 Penalty: 5358.549316
	Iteration 13Q: 3 clusters Score -9266076 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -9266493.000000 Penalty: 5358.549316
	Iteration 14Q: 3 clusters Score -9266493 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -9266854.000000 Penalty: 5358.549316
	Iteration 15Q: 3 clusters Score -9266854 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -9267270.000000 Penalty: 5358.549316
	Iteration 16Q: 3 clusters Score -9267270 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -9267715.000000 Penalty: 5358.549316
	Iteration 17Q: 3 clusters Score -9267715 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -9268121.000000 Penalty: 5358.549316
	Iteration 18Q: 3 clusters Score -9268121 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -9268481.000000 Penalty: 5358.549316
	Iteration 19Q: 3 clusters Score -9268481 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -9268764.000000 Penalty: 5358.549316
	Iteration 20F: 3 clusters Score -9268764 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -9269074.000000 Penalty: 5358.549316
	Iteration 21Q: 3 clusters Score -9269074 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9269284.000000 Penalty: 5358.549316
	Iteration 22Q: 3 clusters Score -9269284 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9269497.000000 Penalty: 5358.549316
	Iteration 23Q: 3 clusters Score -9269497 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9269608.000000 Penalty: 5358.549316
	Iteration 24Q: 3 clusters Score -9269608 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -9269733.000000 Penalty: 5358.549316
	Iteration 25Q: 3 clusters Score -9269733 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -9269753.000000 Penalty: 5358.549316
	Iteration 26Q: 3 clusters Score -9269753 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -9269798.000000 Penalty: 5358.549316
	Iteration 27Q: 3 clusters Score -9269798 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -9269879.000000 Penalty: 5358.549316
	Iteration 28Q: 3 clusters Score -9269879 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9269922.000000 Penalty: 5358.549316
	Iteration 29Q: 3 clusters Score -9269922 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9269943.000000 Penalty: 5358.549316
	Iteration 30Q: 3 clusters Score -9269943 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47379 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -9269981.000000 Penalty: 5358.549316
	Iteration 31Q: 3 clusters Score -9269981 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9269978.000000 Penalty: 5358.549316
	Iteration 32Q: 3 clusters Score -9269978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -9270029.000000 Penalty: 5358.549316
	Iteration 33Q: 3 clusters Score -9270029 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -9270051.000000 Penalty: 5358.549316
	Iteration 34Q: 3 clusters Score -9270051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9270084.000000 Penalty: 5358.549316
	Iteration 35Q: 3 clusters Score -9270084 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9270096.000000 Penalty: 5358.549316
	Iteration 36Q: 3 clusters Score -9270096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9270133.000000 Penalty: 5358.549316
	Iteration 37Q: 3 clusters Score -9270133 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9270145.000000 Penalty: 5358.549316
	Iteration 38Q: 3 clusters Score -9270145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9270138.000000 Penalty: 5358.549316
	Iteration 39Q: 3 clusters Score -9270138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9270149.000000 Penalty: 5358.549316
	Iteration 40F: 3 clusters Score -9270149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9270140.000000 Penalty: 5358.549316
	Iteration 41Q: 3 clusters Score -9270140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9270146.000000 Penalty: 5358.549316
	Iteration 42Q: 3 clusters Score -9270146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48292 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9270152.000000 Penalty: 5358.549316
	Iteration 43Q: 3 clusters Score -9270152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9270154.000000 Penalty: 5358.549316
	Iteration 44Q: 3 clusters Score -9270154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9270151.000000 Penalty: 5358.549316
	Iteration 45Q: 3 clusters Score -9270151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9270161.000000 Penalty: 5358.549316
	Iteration 46Q: 3 clusters Score -9270161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9270155.000000 Penalty: 5358.549316
	Iteration 47Q: 3 clusters Score -9270155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9270158.000000 Penalty: 5358.549316
	Iteration 48Q: 3 clusters Score -9270158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9270165.000000 Penalty: 5358.549316
	Iteration 49Q: 3 clusters Score -9270165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9270160.000000 Penalty: 5358.549316
	Iteration 50Q: 3 clusters Score -9270160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9270158.000000 Penalty: 5358.549316
	Iteration 51Q: 3 clusters Score -9270158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9270178.000000 Penalty: 5358.549316
	Iteration 52Q: 3 clusters Score -9270178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9270155.000000 Penalty: 5358.549316
	Iteration 53Q: 3 clusters Score -9270155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9270142.000000 Penalty: 5358.549316
	Iteration 54Q: 3 clusters Score -9270142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9270144.000000 Penalty: 5358.549316
	Iteration 55Q: 3 clusters Score -9270144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9270158.000000 Penalty: 5358.549316
	Iteration 56Q: 3 clusters Score -9270158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9270148.000000 Penalty: 5358.549316
	Iteration 57Q: 3 clusters Score -9270148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -9270146.000000 Penalty: 5358.549316
	Iteration 58Q: 3 clusters Score -9270146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9270150.000000 Penalty: 5358.549316
	Iteration 59Q: 3 clusters Score -9270150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9270160.000000 Penalty: 5358.549316
	Iteration 60F: 3 clusters Score -9270160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9270162.000000 Penalty: 5358.549316
	Iteration 61Q: 3 clusters Score -9270162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48447 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9270167.000000 Penalty: 5358.549316
	Iteration 62Q: 3 clusters Score -9270167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9270165.000000 Penalty: 5358.549316
	Iteration 63Q: 3 clusters Score -9270165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9270169.000000 Penalty: 5358.549316
	Iteration 64Q: 3 clusters Score -9270169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9270165.000000 Penalty: 5358.549316
	Iteration 65Q: 3 clusters Score -9270165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48459 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9270160.000000 Penalty: 5358.549316
	Iteration 66Q: 3 clusters Score -9270160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9270160.000000 Penalty: 5358.549316
	Iteration 67Q: 3 clusters Score -9270160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9270160.000000 Penalty: 5358.549316
	Iteration 68F: 3 clusters Score -9270160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Entering Unmasked Estep 
Score: -1101296.875000 Penalty: 2155.362549
	Iteration 0F: 2 clusters Score -1101297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1096177.750000 Penalty: 4310.725098
	Iteration 0F: 3 clusters Score -1096178 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1097455.250000 Penalty: 4310.725098
	Iteration 1F: 3 clusters Score -1097455 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1097701.750000 Penalty: 4310.725098
	Iteration 2F: 3 clusters Score -1097702 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1097864.000000 Penalty: 4310.725098
	Iteration 3F: 3 clusters Score -1097864 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1097965.750000 Penalty: 4310.725098
	Iteration 4Q: 3 clusters Score -1097966 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1098030.750000 Penalty: 4310.725098
	Iteration 5Q: 3 clusters Score -1098031 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1098077.750000 Penalty: 4310.725098
	Iteration 6Q: 3 clusters Score -1098078 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1098111.375000 Penalty: 4310.725098
	Iteration 7Q: 3 clusters Score -1098111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1098136.375000 Penalty: 4310.725098
	Iteration 8Q: 3 clusters Score -1098136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1098157.750000 Penalty: 4310.725098
	Iteration 9Q: 3 clusters Score -1098158 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1098182.000000 Penalty: 4310.725098
	Iteration 10Q: 3 clusters Score -1098182 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1098201.125000 Penalty: 4310.725098
	Iteration 11Q: 3 clusters Score -1098201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1098218.500000 Penalty: 4310.725098
	Iteration 12Q: 3 clusters Score -1098218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1098233.750000 Penalty: 4310.725098
	Iteration 13Q: 3 clusters Score -1098234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1098246.625000 Penalty: 4310.725098
	Iteration 14Q: 3 clusters Score -1098247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1098260.875000 Penalty: 4310.725098
	Iteration 15Q: 3 clusters Score -1098261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1098268.375000 Penalty: 4310.725098
	Iteration 16Q: 3 clusters Score -1098268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1098285.125000 Penalty: 4310.725098
	Iteration 17Q: 3 clusters Score -1098285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1098295.500000 Penalty: 4310.725098
	Iteration 18Q: 3 clusters Score -1098296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1098304.250000 Penalty: 4310.725098
	Iteration 19Q: 3 clusters Score -1098304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1098318.000000 Penalty: 4310.725098
	Iteration 20F: 3 clusters Score -1098318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1098328.125000 Penalty: 4310.725098
	Iteration 21Q: 3 clusters Score -1098328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1098341.500000 Penalty: 4310.725098
	Iteration 22Q: 3 clusters Score -1098342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1098353.875000 Penalty: 4310.725098
	Iteration 23Q: 3 clusters Score -1098354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1098363.625000 Penalty: 4310.725098
	Iteration 24Q: 3 clusters Score -1098364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1098381.500000 Penalty: 4310.725098
	Iteration 25Q: 3 clusters Score -1098382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1098404.375000 Penalty: 4310.725098
	Iteration 26Q: 3 clusters Score -1098404 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1098427.500000 Penalty: 4310.725098
	Iteration 27Q: 3 clusters Score -1098428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1098449.500000 Penalty: 4310.725098
	Iteration 28Q: 3 clusters Score -1098450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1098466.750000 Penalty: 4310.725098
	Iteration 29Q: 3 clusters Score -1098467 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1098485.375000 Penalty: 4310.725098
	Iteration 30Q: 3 clusters Score -1098485 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1098503.875000 Penalty: 4310.725098
	Iteration 31Q: 3 clusters Score -1098504 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1098529.250000 Penalty: 4310.725098
	Iteration 32Q: 3 clusters Score -1098529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1098555.500000 Penalty: 4310.725098
	Iteration 33Q: 3 clusters Score -1098556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1098581.250000 Penalty: 4310.725098
	Iteration 34Q: 3 clusters Score -1098581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1098615.250000 Penalty: 4310.725098
	Iteration 35Q: 3 clusters Score -1098615 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1098659.625000 Penalty: 4310.725098
	Iteration 36Q: 3 clusters Score -1098660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1098704.375000 Penalty: 4310.725098
	Iteration 37Q: 3 clusters Score -1098704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1098757.500000 Penalty: 4310.725098
	Iteration 38Q: 3 clusters Score -1098758 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1098819.250000 Penalty: 4310.725098
	Iteration 39Q: 3 clusters Score -1098819 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1098881.250000 Penalty: 4310.725098
	Iteration 40F: 3 clusters Score -1098881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1098953.750000 Penalty: 4310.725098
	Iteration 41Q: 3 clusters Score -1098954 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1099023.125000 Penalty: 4310.725098
	Iteration 42Q: 3 clusters Score -1099023 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1099089.375000 Penalty: 4310.725098
	Iteration 43Q: 3 clusters Score -1099089 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1099152.125000 Penalty: 4310.725098
	Iteration 44Q: 3 clusters Score -1099152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1099193.500000 Penalty: 4310.725098
	Iteration 45Q: 3 clusters Score -1099194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1099230.375000 Penalty: 4310.725098
	Iteration 46Q: 3 clusters Score -1099230 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1099257.875000 Penalty: 4310.725098
	Iteration 47Q: 3 clusters Score -1099258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1099274.625000 Penalty: 4310.725098
	Iteration 48Q: 3 clusters Score -1099275 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1099298.375000 Penalty: 4310.725098
	Iteration 49Q: 3 clusters Score -1099298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1099312.125000 Penalty: 4310.725098
	Iteration 50Q: 3 clusters Score -1099312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1099324.000000 Penalty: 4310.725098
	Iteration 51Q: 3 clusters Score -1099324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1099330.875000 Penalty: 4310.725098
	Iteration 52Q: 3 clusters Score -1099331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1099339.625000 Penalty: 4310.725098
	Iteration 53Q: 3 clusters Score -1099340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1099347.125000 Penalty: 4310.725098
	Iteration 54Q: 3 clusters Score -1099347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1099352.875000 Penalty: 4310.725098
	Iteration 55Q: 3 clusters Score -1099353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1099361.875000 Penalty: 4310.725098
	Iteration 56Q: 3 clusters Score -1099362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1099365.750000 Penalty: 4310.725098
	Iteration 57Q: 3 clusters Score -1099366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1099372.750000 Penalty: 4310.725098
	Iteration 58Q: 3 clusters Score -1099373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1099377.375000 Penalty: 4310.725098
	Iteration 59Q: 3 clusters Score -1099377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1099380.500000 Penalty: 4310.725098
	Iteration 60F: 3 clusters Score -1099380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1099383.625000 Penalty: 4310.725098
	Iteration 61Q: 3 clusters Score -1099384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1099390.375000 Penalty: 4310.725098
	Iteration 62Q: 3 clusters Score -1099390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1099397.500000 Penalty: 4310.725098
	Iteration 63Q: 3 clusters Score -1099398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1099399.625000 Penalty: 4310.725098
	Iteration 64Q: 3 clusters Score -1099400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1099403.000000 Penalty: 4310.725098
	Iteration 65Q: 3 clusters Score -1099403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1099404.250000 Penalty: 4310.725098
	Iteration 66Q: 3 clusters Score -1099404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1099407.250000 Penalty: 4310.725098
	Iteration 67Q: 3 clusters Score -1099407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1099407.625000 Penalty: 4310.725098
	Iteration 68Q: 3 clusters Score -1099408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1099408.250000 Penalty: 4310.725098
	Iteration 69Q: 3 clusters Score -1099408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1099410.500000 Penalty: 4310.725098
	Iteration 70Q: 3 clusters Score -1099410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1099411.500000 Penalty: 4310.725098
	Iteration 71Q: 3 clusters Score -1099412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1099411.500000 Penalty: 4310.725098
	Iteration 72F: 3 clusters Score -1099412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (44166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Entering Unmasked Estep 
Score: -8248999.500000 Penalty: 2652.536133
	Iteration 0F: 2 clusters Score -8249000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8219629.000000 Penalty: 5305.072266
	Iteration 0F: 3 clusters Score -8219629 nChanged 20145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -8230607.500000 Penalty: 5305.072266
	Iteration 1F: 3 clusters Score -8230608 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8231070.500000 Penalty: 5305.072266
	Iteration 2Q: 3 clusters Score -8231070 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -8231511.000000 Penalty: 5305.072266
	Iteration 3Q: 3 clusters Score -8231511 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -8232037.500000 Penalty: 5305.072266
	Iteration 4Q: 3 clusters Score -8232038 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8232774.500000 Penalty: 5305.072266
	Iteration 5Q: 3 clusters Score -8232774 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -8234030.000000 Penalty: 5305.072266
	Iteration 6F: 3 clusters Score -8234030 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -8236127.500000 Penalty: 5305.072266
	Iteration 7F: 3 clusters Score -8236128 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8239171.500000 Penalty: 5305.072266
	Iteration 8F: 3 clusters Score -8239172 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8242482.500000 Penalty: 5305.072266
	Iteration 9F: 3 clusters Score -8242482 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8244882.000000 Penalty: 5305.072266
	Iteration 10F: 3 clusters Score -8244882 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8245936.000000 Penalty: 5305.072266
	Iteration 11Q: 3 clusters Score -8245936 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8246357.000000 Penalty: 5305.072266
	Iteration 12Q: 3 clusters Score -8246357 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8246539.000000 Penalty: 5305.072266
	Iteration 13Q: 3 clusters Score -8246539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8246636.500000 Penalty: 5305.072266
	Iteration 14Q: 3 clusters Score -8246636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8246675.000000 Penalty: 5305.072266
	Iteration 15Q: 3 clusters Score -8246675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8246695.000000 Penalty: 5305.072266
	Iteration 16Q: 3 clusters Score -8246695 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8246717.000000 Penalty: 5305.072266
	Iteration 17Q: 3 clusters Score -8246717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8246730.500000 Penalty: 5305.072266
	Iteration 18Q: 3 clusters Score -8246730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8246745.000000 Penalty: 5305.072266
	Iteration 19Q: 3 clusters Score -8246745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8246756.000000 Penalty: 5305.072266
	Iteration 20F: 3 clusters Score -8246756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8246755.000000 Penalty: 5305.072266
	Iteration 21Q: 3 clusters Score -8246755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8246755.000000 Penalty: 5305.072266
	Iteration 22F: 3 clusters Score -8246755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117580.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117580.9 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 312 members 
Entering Unmasked Estep 
Score: -115905.984375 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115906 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -116177.453125 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116177.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -116288.382812 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116288.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -116388.359375 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -116388.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -116472.796875 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -116472.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116500.195312 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -116500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -116518.062500 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -116518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -116531.992188 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -116532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -116543.289062 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -116543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -116555.671875 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -116555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -116561.335938 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -116561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116565.593750 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -116565.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -116565.593750 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -116565.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (46460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Entering Unmasked Estep 
Score: -8695606.000000 Penalty: 2665.094238
	Iteration 0F: 2 clusters Score -8695606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8666135.000000 Penalty: 5330.188477
	Iteration 0F: 3 clusters Score -8666135 nChanged 21311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8677758.000000 Penalty: 5330.188477
	Iteration 1F: 3 clusters Score -8677758 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -8678428.000000 Penalty: 5330.188477
	Iteration 2Q: 3 clusters Score -8678428 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8679436.000000 Penalty: 5330.188477
	Iteration 3Q: 3 clusters Score -8679436 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8680759.000000 Penalty: 5330.188477
	Iteration 4Q: 3 clusters Score -8680759 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -8682293.000000 Penalty: 5330.188477
	Iteration 5F: 3 clusters Score -8682293 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8684030.000000 Penalty: 5330.188477
	Iteration 6F: 3 clusters Score -8684030 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -8686086.000000 Penalty: 5330.188477
	Iteration 7F: 3 clusters Score -8686086 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -8688321.000000 Penalty: 5330.188477
	Iteration 8F: 3 clusters Score -8688321 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8690683.000000 Penalty: 5330.188477
	Iteration 9F: 3 clusters Score -8690683 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -8692645.000000 Penalty: 5330.188477
	Iteration 10F: 3 clusters Score -8692645 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -8693677.000000 Penalty: 5330.188477
	Iteration 11Q: 3 clusters Score -8693677 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -8694077.000000 Penalty: 5330.188477
	Iteration 12Q: 3 clusters Score -8694077 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -8694285.000000 Penalty: 5330.188477
	Iteration 13Q: 3 clusters Score -8694285 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -8694409.000000 Penalty: 5330.188477
	Iteration 14Q: 3 clusters Score -8694409 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -8694504.000000 Penalty: 5330.188477
	Iteration 15Q: 3 clusters Score -8694504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -8694541.000000 Penalty: 5330.188477
	Iteration 16Q: 3 clusters Score -8694541 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -8694572.000000 Penalty: 5330.188477
	Iteration 17Q: 3 clusters Score -8694572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -8694584.000000 Penalty: 5330.188477
	Iteration 18Q: 3 clusters Score -8694584 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -8694609.000000 Penalty: 5330.188477
	Iteration 19Q: 3 clusters Score -8694609 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -8694609.000000 Penalty: 5330.188477
	Iteration 20F: 3 clusters Score -8694609 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -8694611.000000 Penalty: 5330.188477
	Iteration 21Q: 3 clusters Score -8694611 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -8694673.000000 Penalty: 5330.188477
	Iteration 22Q: 3 clusters Score -8694673 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -8694700.000000 Penalty: 5330.188477
	Iteration 23Q: 3 clusters Score -8694700 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -8694727.000000 Penalty: 5330.188477
	Iteration 24Q: 3 clusters Score -8694727 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -8694689.000000 Penalty: 5330.188477
	Iteration 25Q: 3 clusters Score -8694689 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -8694713.000000 Penalty: 5330.188477
	Iteration 26Q: 3 clusters Score -8694713 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -8694720.000000 Penalty: 5330.188477
	Iteration 27Q: 3 clusters Score -8694720 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -8694746.000000 Penalty: 5330.188477
	Iteration 28Q: 3 clusters Score -8694746 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -8694783.000000 Penalty: 5330.188477
	Iteration 29Q: 3 clusters Score -8694783 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -8694787.000000 Penalty: 5330.188477
	Iteration 30Q: 3 clusters Score -8694787 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8694810.000000 Penalty: 5330.188477
	Iteration 31Q: 3 clusters Score -8694810 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -8694891.000000 Penalty: 5330.188477
	Iteration 32Q: 3 clusters Score -8694891 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8694945.000000 Penalty: 5330.188477
	Iteration 33Q: 3 clusters Score -8694945 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -8694951.000000 Penalty: 5330.188477
	Iteration 34Q: 3 clusters Score -8694951 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -8695047.000000 Penalty: 5330.188477
	Iteration 35Q: 3 clusters Score -8695047 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -8695091.000000 Penalty: 5330.188477
	Iteration 36Q: 3 clusters Score -8695091 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -8695153.000000 Penalty: 5330.188477
	Iteration 37Q: 3 clusters Score -8695153 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -8695166.000000 Penalty: 5330.188477
	Iteration 38Q: 3 clusters Score -8695166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -8695182.000000 Penalty: 5330.188477
	Iteration 39Q: 3 clusters Score -8695182 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8695224.000000 Penalty: 5330.188477
	Iteration 40F: 3 clusters Score -8695224 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -8695237.000000 Penalty: 5330.188477
	Iteration 41Q: 3 clusters Score -8695237 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -8695270.000000 Penalty: 5330.188477
	Iteration 42Q: 3 clusters Score -8695270 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -8695294.000000 Penalty: 5330.188477
	Iteration 43Q: 3 clusters Score -8695294 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -8695313.000000 Penalty: 5330.188477
	Iteration 44Q: 3 clusters Score -8695313 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8695320.000000 Penalty: 5330.188477
	Iteration 45Q: 3 clusters Score -8695320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -8695324.000000 Penalty: 5330.188477
	Iteration 46Q: 3 clusters Score -8695324 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8695314.000000 Penalty: 5330.188477
	Iteration 47Q: 3 clusters Score -8695314 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -8695310.000000 Penalty: 5330.188477
	Iteration 48Q: 3 clusters Score -8695310 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -8695315.000000 Penalty: 5330.188477
	Iteration 49Q: 3 clusters Score -8695315 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -8695324.000000 Penalty: 5330.188477
	Iteration 50Q: 3 clusters Score -8695324 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8695283.000000 Penalty: 5330.188477
	Iteration 51Q: 3 clusters Score -8695283 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8695298.000000 Penalty: 5330.188477
	Iteration 52Q: 3 clusters Score -8695298 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -8695333.000000 Penalty: 5330.188477
	Iteration 53Q: 3 clusters Score -8695333 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -8695319.000000 Penalty: 5330.188477
	Iteration 54Q: 3 clusters Score -8695319 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8695332.000000 Penalty: 5330.188477
	Iteration 55Q: 3 clusters Score -8695332 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8695343.000000 Penalty: 5330.188477
	Iteration 56Q: 3 clusters Score -8695343 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8695303.000000 Penalty: 5330.188477
	Iteration 57Q: 3 clusters Score -8695303 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 41984 members 
Entering Unmasked Estep 
Score: -8695322.000000 Penalty: 5330.188477
	Iteration 58Q: 3 clusters Score -8695322 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8695277.000000 Penalty: 5330.188477
	Iteration 59Q: 3 clusters Score -8695277 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8695250.000000 Penalty: 5330.188477
	Iteration 60F: 3 clusters Score -8695250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -8695219.000000 Penalty: 5330.188477
	Iteration 61Q: 3 clusters Score -8695219 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8695219.000000 Penalty: 5330.188477
	Iteration 62Q: 3 clusters Score -8695219 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8695195.000000 Penalty: 5330.188477
	Iteration 63Q: 3 clusters Score -8695195 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -8695164.000000 Penalty: 5330.188477
	Iteration 64Q: 3 clusters Score -8695164 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8695167.000000 Penalty: 5330.188477
	Iteration 65Q: 3 clusters Score -8695167 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8695150.000000 Penalty: 5330.188477
	Iteration 66Q: 3 clusters Score -8695150 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8695133.000000 Penalty: 5330.188477
	Iteration 67Q: 3 clusters Score -8695133 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8695115.000000 Penalty: 5330.188477
	Iteration 68Q: 3 clusters Score -8695115 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8695100.000000 Penalty: 5330.188477
	Iteration 69Q: 3 clusters Score -8695100 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -8695085.000000 Penalty: 5330.188477
	Iteration 70Q: 3 clusters Score -8695085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8695103.000000 Penalty: 5330.188477
	Iteration 71Q: 3 clusters Score -8695103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8695076.000000 Penalty: 5330.188477
	Iteration 72Q: 3 clusters Score -8695076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8695057.000000 Penalty: 5330.188477
	Iteration 73Q: 3 clusters Score -8695057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8695043.000000 Penalty: 5330.188477
	Iteration 74Q: 3 clusters Score -8695043 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8695069.000000 Penalty: 5330.188477
	Iteration 75Q: 3 clusters Score -8695069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8695069.000000 Penalty: 5330.188477
	Iteration 76Q: 3 clusters Score -8695069 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8695037.000000 Penalty: 5330.188477
	Iteration 77Q: 3 clusters Score -8695037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8695046.000000 Penalty: 5330.188477
	Iteration 78Q: 3 clusters Score -8695046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8695049.000000 Penalty: 5330.188477
	Iteration 79Q: 3 clusters Score -8695049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -8695032.000000 Penalty: 5330.188477
	Iteration 80F: 3 clusters Score -8695032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8695012.000000 Penalty: 5330.188477
	Iteration 81Q: 3 clusters Score -8695012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8695012.000000 Penalty: 5330.188477
	Iteration 82Q: 3 clusters Score -8695012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8695016.000000 Penalty: 5330.188477
	Iteration 83Q: 3 clusters Score -8695016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -8695008.000000 Penalty: 5330.188477
	Iteration 84Q: 3 clusters Score -8695008 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8694982.000000 Penalty: 5330.188477
	Iteration 85Q: 3 clusters Score -8694982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8694989.000000 Penalty: 5330.188477
	Iteration 86Q: 3 clusters Score -8694989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8694983.000000 Penalty: 5330.188477
	Iteration 87Q: 3 clusters Score -8694983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8694974.000000 Penalty: 5330.188477
	Iteration 88Q: 3 clusters Score -8694974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -8694955.000000 Penalty: 5330.188477
	Iteration 89Q: 3 clusters Score -8694955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8694957.000000 Penalty: 5330.188477
	Iteration 90Q: 3 clusters Score -8694957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8694950.000000 Penalty: 5330.188477
	Iteration 91Q: 3 clusters Score -8694950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -8694958.000000 Penalty: 5330.188477
	Iteration 92Q: 3 clusters Score -8694958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8694958.000000 Penalty: 5330.188477
	Iteration 93Q: 3 clusters Score -8694958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8694945.000000 Penalty: 5330.188477
	Iteration 94Q: 3 clusters Score -8694945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8694946.000000 Penalty: 5330.188477
	Iteration 95Q: 3 clusters Score -8694946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8694948.000000 Penalty: 5330.188477
	Iteration 96Q: 3 clusters Score -8694948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -8694947.000000 Penalty: 5330.188477
	Iteration 97Q: 3 clusters Score -8694947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8694945.000000 Penalty: 5330.188477
	Iteration 98Q: 3 clusters Score -8694945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8694936.000000 Penalty: 5330.188477
	Iteration 99Q: 3 clusters Score -8694936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -8694939.000000 Penalty: 5330.188477
	Iteration 100F: 3 clusters Score -8694939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8694949.000000 Penalty: 5330.188477
	Iteration 101Q: 3 clusters Score -8694949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8694948.000000 Penalty: 5330.188477
	Iteration 102Q: 3 clusters Score -8694948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8694944.000000 Penalty: 5330.188477
	Iteration 103Q: 3 clusters Score -8694944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8694943.000000 Penalty: 5330.188477
	Iteration 104Q: 3 clusters Score -8694943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -8694946.000000 Penalty: 5330.188477
	Iteration 105Q: 3 clusters Score -8694946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8694947.000000 Penalty: 5330.188477
	Iteration 106Q: 3 clusters Score -8694947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8694951.000000 Penalty: 5330.188477
	Iteration 107Q: 3 clusters Score -8694951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8694942.000000 Penalty: 5330.188477
	Iteration 108Q: 3 clusters Score -8694942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8694941.000000 Penalty: 5330.188477
	Iteration 109Q: 3 clusters Score -8694941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8694941.000000 Penalty: 5330.188477
	Iteration 110F: 3 clusters Score -8694941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (49756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49756 members 
Entering Unmasked Estep 
Score: -9358012.000000 Penalty: 2682.091797
	Iteration 0F: 2 clusters Score -9358012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -9326912.000000 Penalty: 5364.183594
	Iteration 0F: 3 clusters Score -9326912 nChanged 22931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -9339666.000000 Penalty: 5364.183594
	Iteration 1F: 3 clusters Score -9339666 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -9340510.000000 Penalty: 5364.183594
	Iteration 2Q: 3 clusters Score -9340510 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -9341507.000000 Penalty: 5364.183594
	Iteration 3Q: 3 clusters Score -9341507 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -9342936.000000 Penalty: 5364.183594
	Iteration 4F: 3 clusters Score -9342936 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -9345113.000000 Penalty: 5364.183594
	Iteration 5F: 3 clusters Score -9345113 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -9348329.000000 Penalty: 5364.183594
	Iteration 6F: 3 clusters Score -9348329 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -9351644.000000 Penalty: 5364.183594
	Iteration 7F: 3 clusters Score -9351644 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -9353812.000000 Penalty: 5364.183594
	Iteration 8F: 3 clusters Score -9353812 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -9354951.000000 Penalty: 5364.183594
	Iteration 9Q: 3 clusters Score -9354951 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9355416.000000 Penalty: 5364.183594
	Iteration 10Q: 3 clusters Score -9355416 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49402 members 
Entering Unmasked Estep 
Score: -9355632.000000 Penalty: 5364.183594
	Iteration 11Q: 3 clusters Score -9355632 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -9355702.000000 Penalty: 5364.183594
	Iteration 12Q: 3 clusters Score -9355702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -9355727.000000 Penalty: 5364.183594
	Iteration 13Q: 3 clusters Score -9355727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9355734.000000 Penalty: 5364.183594
	Iteration 14Q: 3 clusters Score -9355734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -9355749.000000 Penalty: 5364.183594
	Iteration 15Q: 3 clusters Score -9355749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9355758.000000 Penalty: 5364.183594
	Iteration 16Q: 3 clusters Score -9355758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9355768.000000 Penalty: 5364.183594
	Iteration 17Q: 3 clusters Score -9355768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -9355763.000000 Penalty: 5364.183594
	Iteration 18Q: 3 clusters Score -9355763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -9355765.000000 Penalty: 5364.183594
	Iteration 19Q: 3 clusters Score -9355765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49512 members 
Entering Unmasked Estep 
Score: -9355770.000000 Penalty: 5364.183594
	Iteration 20F: 3 clusters Score -9355770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 48286 members 
Mstep: Class 4 contains 38922 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21798 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54795 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 48734 members 
Mstep: Class 15 contains 33632 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 6226 members 
Mstep: Class 22 contains 47620 members 
Mstep: Class 23 contains 5574 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49194 members 
Mstep: Class 27 contains 5949 members 
Mstep: Class 28 contains 44166 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46460 members 
Mstep: Class 31 contains 49756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159744.000000 Penalty: 103966.859375
Iteration 359Q: 32 clusters Score -1.371597e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 43619 members 
Mstep: Class 3 contains 48253 members 
Mstep: Class 4 contains 38911 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46251 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54833 members 
Mstep: Class 13 contains 6236 members 
Mstep: Class 14 contains 48771 members 
Mstep: Class 15 contains 33567 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26035 members 
Mstep: Class 18 contains 40402 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26521 members 
Mstep: Class 21 contains 6229 members 
Mstep: Class 22 contains 47603 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 49161 members 
Mstep: Class 27 contains 5946 members 
Mstep: Class 28 contains 44145 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46534 members 
Mstep: Class 31 contains 49800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159792.000000 Penalty: 103966.859375
Iteration 360F: 32 clusters Score -1.371598e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 43585 members 
Mstep: Class 3 contains 48219 members 
Mstep: Class 4 contains 38897 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21782 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46271 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54861 members 
Mstep: Class 13 contains 6235 members 
Mstep: Class 14 contains 48789 members 
Mstep: Class 15 contains 33495 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26033 members 
Mstep: Class 18 contains 40433 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 6236 members 
Mstep: Class 22 contains 47599 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 49144 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 44118 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46603 members 
Mstep: Class 31 contains 49831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 361Q: 32 clusters Score -1.3716e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 43537 members 
Mstep: Class 3 contains 48172 members 
Mstep: Class 4 contains 38877 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21770 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46283 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54906 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 48786 members 
Mstep: Class 15 contains 33410 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26033 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26516 members 
Mstep: Class 21 contains 6238 members 
Mstep: Class 22 contains 47601 members 
Mstep: Class 23 contains 5579 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49146 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 44109 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46694 members 
Mstep: Class 31 contains 49856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160000.000000 Penalty: 103966.859375
Iteration 362Q: 32 clusters Score -1.3716e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 43493 members 
Mstep: Class 3 contains 48143 members 
Mstep: Class 4 contains 38863 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21762 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46315 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54905 members 
Mstep: Class 13 contains 6242 members 
Mstep: Class 14 contains 48818 members 
Mstep: Class 15 contains 33329 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40479 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26521 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 47605 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49132 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 44103 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46766 members 
Mstep: Class 31 contains 49876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160192.000000 Penalty: 103966.859375
Iteration 363Q: 32 clusters Score -1.371602e+08 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 43461 members 
Mstep: Class 3 contains 48137 members 
Mstep: Class 4 contains 38847 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21752 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46335 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54895 members 
Mstep: Class 13 contains 6240 members 
Mstep: Class 14 contains 48845 members 
Mstep: Class 15 contains 33243 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26040 members 
Mstep: Class 18 contains 40499 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26520 members 
Mstep: Class 21 contains 6252 members 
Mstep: Class 22 contains 47598 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49104 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 44092 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46843 members 
Mstep: Class 31 contains 49923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 364Q: 32 clusters Score -1.371603e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 43446 members 
Mstep: Class 3 contains 48153 members 
Mstep: Class 4 contains 38818 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1073 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21742 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46370 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54907 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 48863 members 
Mstep: Class 15 contains 33153 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26041 members 
Mstep: Class 18 contains 40499 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26522 members 
Mstep: Class 21 contains 6261 members 
Mstep: Class 22 contains 47589 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 49086 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 44073 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46894 members 
Mstep: Class 31 contains 49968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160368.000000 Penalty: 103966.859375
Iteration 365Q: 32 clusters Score -1.371604e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 43444 members 
Mstep: Class 3 contains 48147 members 
Mstep: Class 4 contains 38809 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54926 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 48882 members 
Mstep: Class 15 contains 33079 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26039 members 
Mstep: Class 18 contains 40487 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26523 members 
Mstep: Class 21 contains 6284 members 
Mstep: Class 22 contains 47581 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 2354 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 49101 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 44038 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46929 members 
Mstep: Class 31 contains 50007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160208.000000 Penalty: 103966.859375
Iteration 366Q: 32 clusters Score -1.371602e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 43441 members 
Mstep: Class 3 contains 48141 members 
Mstep: Class 4 contains 38793 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46389 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 54939 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 48895 members 
Mstep: Class 15 contains 33009 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 18 contains 40495 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 6308 members 
Mstep: Class 22 contains 47575 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 49118 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 44015 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46957 members 
Mstep: Class 31 contains 50039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160208.000000 Penalty: 103966.859375
Iteration 367Q: 32 clusters Score -1.371602e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 43397 members 
Mstep: Class 3 contains 48148 members 
Mstep: Class 4 contains 38779 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21731 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46392 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55004 members 
Mstep: Class 13 contains 6226 members 
Mstep: Class 14 contains 48912 members 
Mstep: Class 15 contains 32957 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 18 contains 40506 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26531 members 
Mstep: Class 21 contains 6328 members 
Mstep: Class 22 contains 47570 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4397 members 
Mstep: Class 26 contains 49100 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43988 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46967 members 
Mstep: Class 31 contains 50067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160112.000000 Penalty: 103966.859375
Iteration 368Q: 32 clusters Score -1.371601e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 43376 members 
Mstep: Class 3 contains 48132 members 
Mstep: Class 4 contains 38770 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46394 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55060 members 
Mstep: Class 13 contains 6228 members 
Mstep: Class 14 contains 48909 members 
Mstep: Class 15 contains 32886 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26050 members 
Mstep: Class 18 contains 40515 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26530 members 
Mstep: Class 21 contains 6353 members 
Mstep: Class 22 contains 47575 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49136 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 43967 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 46987 members 
Mstep: Class 31 contains 50055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159808.000000 Penalty: 103966.859375
Iteration 369Q: 32 clusters Score -1.371598e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 43359 members 
Mstep: Class 3 contains 48138 members 
Mstep: Class 4 contains 38752 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46392 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55096 members 
Mstep: Class 13 contains 6227 members 
Mstep: Class 14 contains 48909 members 
Mstep: Class 15 contains 32816 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26058 members 
Mstep: Class 18 contains 40528 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26528 members 
Mstep: Class 21 contains 6376 members 
Mstep: Class 22 contains 47574 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49157 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43954 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47034 members 
Mstep: Class 31 contains 50039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159632.000000 Penalty: 103966.859375
Iteration 370Q: 32 clusters Score -1.371596e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 43349 members 
Mstep: Class 3 contains 48127 members 
Mstep: Class 4 contains 38735 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46388 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55138 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 48910 members 
Mstep: Class 15 contains 32763 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 40551 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26530 members 
Mstep: Class 21 contains 6399 members 
Mstep: Class 22 contains 47574 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49144 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 43962 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47061 members 
Mstep: Class 31 contains 50016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 371Q: 32 clusters Score -1.371598e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 43348 members 
Mstep: Class 3 contains 48123 members 
Mstep: Class 4 contains 38729 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46385 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55192 members 
Mstep: Class 13 contains 6241 members 
Mstep: Class 14 contains 48923 members 
Mstep: Class 15 contains 32695 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 26061 members 
Mstep: Class 18 contains 40574 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 6423 members 
Mstep: Class 22 contains 47566 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2353 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49121 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43941 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47081 members 
Mstep: Class 31 contains 50018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159744.000000 Penalty: 103966.859375
Iteration 372Q: 32 clusters Score -1.371597e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 43352 members 
Mstep: Class 3 contains 48119 members 
Mstep: Class 4 contains 38719 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46372 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55230 members 
Mstep: Class 13 contains 6246 members 
Mstep: Class 14 contains 48938 members 
Mstep: Class 15 contains 32634 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 40595 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26525 members 
Mstep: Class 21 contains 6446 members 
Mstep: Class 22 contains 47561 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49095 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 43939 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47112 members 
Mstep: Class 31 contains 49995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159808.000000 Penalty: 103966.859375
Iteration 373Q: 32 clusters Score -1.371598e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 43355 members 
Mstep: Class 3 contains 48100 members 
Mstep: Class 4 contains 38714 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46375 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55253 members 
Mstep: Class 13 contains 6254 members 
Mstep: Class 14 contains 48939 members 
Mstep: Class 15 contains 32569 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26064 members 
Mstep: Class 18 contains 40615 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26530 members 
Mstep: Class 21 contains 6466 members 
Mstep: Class 22 contains 47553 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 49069 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43921 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47151 members 
Mstep: Class 31 contains 50008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 374Q: 32 clusters Score -1.371598e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 43374 members 
Mstep: Class 3 contains 48084 members 
Mstep: Class 4 contains 38713 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21729 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46380 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55275 members 
Mstep: Class 13 contains 6259 members 
Mstep: Class 14 contains 48957 members 
Mstep: Class 15 contains 32481 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 26060 members 
Mstep: Class 18 contains 40622 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26534 members 
Mstep: Class 21 contains 6482 members 
Mstep: Class 22 contains 47550 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49064 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 43899 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47182 members 
Mstep: Class 31 contains 50009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160032.000000 Penalty: 103966.859375
Iteration 375Q: 32 clusters Score -1.3716e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 43366 members 
Mstep: Class 3 contains 48052 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46383 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55322 members 
Mstep: Class 13 contains 6265 members 
Mstep: Class 14 contains 48964 members 
Mstep: Class 15 contains 32396 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 26046 members 
Mstep: Class 18 contains 40630 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 47546 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 49090 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43887 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47216 members 
Mstep: Class 31 contains 50027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160272.000000 Penalty: 103966.859375
Iteration 376Q: 32 clusters Score -1.371603e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 43355 members 
Mstep: Class 3 contains 48036 members 
Mstep: Class 4 contains 38682 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21729 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46422 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55349 members 
Mstep: Class 13 contains 6266 members 
Mstep: Class 14 contains 48954 members 
Mstep: Class 15 contains 32279 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 26039 members 
Mstep: Class 18 contains 40642 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26542 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 47541 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49097 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 43878 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47266 members 
Mstep: Class 31 contains 50066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160128.000000 Penalty: 103966.859375
Iteration 377Q: 32 clusters Score -1.371601e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 43345 members 
Mstep: Class 3 contains 48048 members 
Mstep: Class 4 contains 38671 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21730 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46458 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55381 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 48954 members 
Mstep: Class 15 contains 32154 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 26036 members 
Mstep: Class 18 contains 40658 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 6531 members 
Mstep: Class 22 contains 47534 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49109 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43849 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47317 members 
Mstep: Class 31 contains 50069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 378Q: 32 clusters Score -1.371601e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 43319 members 
Mstep: Class 3 contains 48036 members 
Mstep: Class 4 contains 38670 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21736 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46491 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55438 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 48935 members 
Mstep: Class 15 contains 32057 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 26035 members 
Mstep: Class 18 contains 40663 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26546 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 47529 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 49107 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 43829 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47354 members 
Mstep: Class 31 contains 50088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159984.000000 Penalty: 103966.859375
Iteration 379Q: 32 clusters Score -1.3716e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 43271 members 
Mstep: Class 3 contains 48012 members 
Mstep: Class 4 contains 38670 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21735 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46550 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55467 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 48912 members 
Mstep: Class 15 contains 31967 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 26039 members 
Mstep: Class 18 contains 40671 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 6561 members 
Mstep: Class 22 contains 47514 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 49106 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43834 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47424 members 
Mstep: Class 31 contains 50088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 380F: 32 clusters Score -1.371598e+08 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 43241 members 
Mstep: Class 3 contains 48021 members 
Mstep: Class 4 contains 38660 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21733 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46561 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55460 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 48869 members 
Mstep: Class 15 contains 31899 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 18 contains 40688 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 6574 members 
Mstep: Class 22 contains 47508 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 49087 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43826 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47494 members 
Mstep: Class 31 contains 50142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159728.000000 Penalty: 103966.859375
Iteration 381Q: 32 clusters Score -1.371597e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 43237 members 
Mstep: Class 3 contains 48025 members 
Mstep: Class 4 contains 38642 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46586 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55462 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 48882 members 
Mstep: Class 15 contains 31839 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 40693 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 6588 members 
Mstep: Class 22 contains 47505 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 49061 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 43811 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47519 members 
Mstep: Class 31 contains 50141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159888.000000 Penalty: 103966.859375
Iteration 382Q: 32 clusters Score -1.371599e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 43243 members 
Mstep: Class 3 contains 48038 members 
Mstep: Class 4 contains 38624 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21736 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46598 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55454 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 48861 members 
Mstep: Class 15 contains 31779 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 26061 members 
Mstep: Class 18 contains 40702 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 6607 members 
Mstep: Class 22 contains 47492 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 49054 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 43801 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47551 members 
Mstep: Class 31 contains 50168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159808.000000 Penalty: 103966.859375
Iteration 383Q: 32 clusters Score -1.371598e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 43225 members 
Mstep: Class 3 contains 48004 members 
Mstep: Class 4 contains 38613 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21738 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46611 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55464 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 48895 members 
Mstep: Class 15 contains 31714 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 26068 members 
Mstep: Class 18 contains 40718 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26559 members 
Mstep: Class 21 contains 6626 members 
Mstep: Class 22 contains 47477 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 49036 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 43785 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47599 members 
Mstep: Class 31 contains 50164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159824.000000 Penalty: 103966.859375
Iteration 384Q: 32 clusters Score -1.371598e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 43227 members 
Mstep: Class 3 contains 47986 members 
Mstep: Class 4 contains 38602 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21738 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46607 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55473 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 48912 members 
Mstep: Class 15 contains 31647 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 26077 members 
Mstep: Class 18 contains 40727 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 6648 members 
Mstep: Class 22 contains 47473 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 49044 members 
Mstep: Class 27 contains 5940 members 
Mstep: Class 28 contains 43761 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47631 members 
Mstep: Class 31 contains 50165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159920.000000 Penalty: 103966.859375
Iteration 385Q: 32 clusters Score -1.371599e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 43208 members 
Mstep: Class 3 contains 48023 members 
Mstep: Class 4 contains 38598 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46618 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55489 members 
Mstep: Class 13 contains 6282 members 
Mstep: Class 14 contains 48916 members 
Mstep: Class 15 contains 31586 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 26083 members 
Mstep: Class 18 contains 40728 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6665 members 
Mstep: Class 22 contains 47468 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2352 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 49025 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43746 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47649 members 
Mstep: Class 31 contains 50178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159936.000000 Penalty: 103966.859375
Iteration 386Q: 32 clusters Score -1.371599e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 43207 members 
Mstep: Class 3 contains 48036 members 
Mstep: Class 4 contains 38592 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21734 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46625 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55494 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 48922 members 
Mstep: Class 15 contains 31518 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 40737 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6681 members 
Mstep: Class 22 contains 47467 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2351 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 49024 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43736 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47665 members 
Mstep: Class 31 contains 50179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 103966.859375
Iteration 387Q: 32 clusters Score -1.371599e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 43204 members 
Mstep: Class 3 contains 48053 members 
Mstep: Class 4 contains 38574 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21730 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46646 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55517 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 48923 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26087 members 
Mstep: Class 18 contains 40745 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 6710 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 2350 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 49031 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43721 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47680 members 
Mstep: Class 31 contains 50187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 388Q: 32 clusters Score -1.3716e+08 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 43201 members 
Mstep: Class 3 contains 48059 members 
Mstep: Class 4 contains 38565 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21731 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46649 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 48933 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26095 members 
Mstep: Class 18 contains 40753 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26569 members 
Mstep: Class 21 contains 6725 members 
Mstep: Class 22 contains 47456 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 2348 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 49012 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43706 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47672 members 
Mstep: Class 31 contains 50212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 103966.859375
Iteration 389Q: 32 clusters Score -1.3716e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 43187 members 
Mstep: Class 3 contains 48061 members 
Mstep: Class 4 contains 38557 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55589 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 48938 members 
Mstep: Class 15 contains 31317 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26094 members 
Mstep: Class 18 contains 40760 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26573 members 
Mstep: Class 21 contains 6738 members 
Mstep: Class 22 contains 47458 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2346 members 
Mstep: Class 25 contains 4410 members 
Mstep: Class 26 contains 48997 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43712 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47663 members 
Mstep: Class 31 contains 50239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159936.000000 Penalty: 103966.859375
Iteration 390Q: 32 clusters Score -1.371599e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 43170 members 
Mstep: Class 3 contains 48079 members 
Mstep: Class 4 contains 38550 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46684 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55574 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 48941 members 
Mstep: Class 15 contains 31264 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26098 members 
Mstep: Class 18 contains 40763 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26571 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 47456 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2345 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 49000 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 43718 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47682 members 
Mstep: Class 31 contains 50258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 103966.859375
Iteration 391Q: 32 clusters Score -1.371599e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 43171 members 
Mstep: Class 3 contains 48099 members 
Mstep: Class 4 contains 38544 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21729 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46690 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55554 members 
Mstep: Class 13 contains 6293 members 
Mstep: Class 14 contains 48945 members 
Mstep: Class 15 contains 31220 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26102 members 
Mstep: Class 18 contains 40769 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26569 members 
Mstep: Class 21 contains 6757 members 
Mstep: Class 22 contains 47449 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 48993 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 43715 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47685 members 
Mstep: Class 31 contains 50291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 103966.859375
Iteration 392Q: 32 clusters Score -1.371597e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 43176 members 
Mstep: Class 3 contains 48128 members 
Mstep: Class 4 contains 38536 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46689 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55545 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 48957 members 
Mstep: Class 15 contains 31176 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26110 members 
Mstep: Class 18 contains 40777 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26569 members 
Mstep: Class 21 contains 6767 members 
Mstep: Class 22 contains 47438 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4408 members 
Mstep: Class 26 contains 48962 members 
Mstep: Class 27 contains 5936 members 
Mstep: Class 28 contains 43709 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47675 members 
Mstep: Class 31 contains 50345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159792.000000 Penalty: 103966.859375
Iteration 393Q: 32 clusters Score -1.371598e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 43196 members 
Mstep: Class 3 contains 48136 members 
Mstep: Class 4 contains 38527 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55517 members 
Mstep: Class 13 contains 6299 members 
Mstep: Class 14 contains 48983 members 
Mstep: Class 15 contains 31132 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26111 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 21 contains 6782 members 
Mstep: Class 22 contains 47437 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 48955 members 
Mstep: Class 27 contains 5934 members 
Mstep: Class 28 contains 43694 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47679 members 
Mstep: Class 31 contains 50365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 103966.859375
Iteration 394Q: 32 clusters Score -1.371599e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 43222 members 
Mstep: Class 3 contains 48155 members 
Mstep: Class 4 contains 38507 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46706 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55510 members 
Mstep: Class 13 contains 6295 members 
Mstep: Class 14 contains 49001 members 
Mstep: Class 15 contains 31087 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 40774 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26569 members 
Mstep: Class 21 contains 6796 members 
Mstep: Class 22 contains 47430 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4407 members 
Mstep: Class 26 contains 48929 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43688 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47666 members 
Mstep: Class 31 contains 50411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159840.000000 Penalty: 103966.859375
Iteration 395Q: 32 clusters Score -1.371598e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 43252 members 
Mstep: Class 3 contains 48185 members 
Mstep: Class 4 contains 38491 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1071 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46706 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55517 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49015 members 
Mstep: Class 15 contains 31023 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 40772 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26566 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 47425 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48937 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43686 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47650 members 
Mstep: Class 31 contains 50417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 396Q: 32 clusters Score -1.371601e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 43282 members 
Mstep: Class 3 contains 48217 members 
Mstep: Class 4 contains 38469 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46741 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55518 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 49035 members 
Mstep: Class 15 contains 30951 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 40767 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26567 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 47414 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48910 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43688 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47639 members 
Mstep: Class 31 contains 50414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 103966.859375
Iteration 397Q: 32 clusters Score -1.3716e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 43327 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 38455 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46765 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55548 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 49037 members 
Mstep: Class 15 contains 30892 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 40772 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 47402 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48897 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43687 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47622 members 
Mstep: Class 31 contains 50413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 398Q: 32 clusters Score -1.3716e+08 nChanged 474
Entering ConstructFrom: 
Score: -137160048.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (42198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Entering Unmasked Estep 
Score: -7895480.000000 Penalty: 2641.231934
	Iteration 0F: 2 clusters Score -7895480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -7867280.000000 Penalty: 5282.463867
	Iteration 0F: 3 clusters Score -7867280 nChanged 19358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -7877966.500000 Penalty: 5282.463867
	Iteration 1F: 3 clusters Score -7877966 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -7878456.500000 Penalty: 5282.463867
	Iteration 2Q: 3 clusters Score -7878456 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7879118.500000 Penalty: 5282.463867
	Iteration 3Q: 3 clusters Score -7879118 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7879866.000000 Penalty: 5282.463867
	Iteration 4Q: 3 clusters Score -7879866 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -7880823.000000 Penalty: 5282.463867
	Iteration 5Q: 3 clusters Score -7880823 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -7881939.500000 Penalty: 5282.463867
	Iteration 6Q: 3 clusters Score -7881940 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -7883290.000000 Penalty: 5282.463867
	Iteration 7Q: 3 clusters Score -7883290 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -7884664.000000 Penalty: 5282.463867
	Iteration 8F: 3 clusters Score -7884664 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -7886068.500000 Penalty: 5282.463867
	Iteration 9F: 3 clusters Score -7886068 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -7887204.500000 Penalty: 5282.463867
	Iteration 10Q: 3 clusters Score -7887204 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -7888076.000000 Penalty: 5282.463867
	Iteration 11Q: 3 clusters Score -7888076 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -7888705.500000 Penalty: 5282.463867
	Iteration 12Q: 3 clusters Score -7888706 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -7889083.000000 Penalty: 5282.463867
	Iteration 13Q: 3 clusters Score -7889083 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -7889397.500000 Penalty: 5282.463867
	Iteration 14Q: 3 clusters Score -7889398 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -7889607.500000 Penalty: 5282.463867
	Iteration 15Q: 3 clusters Score -7889608 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -7889742.000000 Penalty: 5282.463867
	Iteration 16Q: 3 clusters Score -7889742 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -7889861.500000 Penalty: 5282.463867
	Iteration 17Q: 3 clusters Score -7889862 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -7889935.000000 Penalty: 5282.463867
	Iteration 18Q: 3 clusters Score -7889935 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -7890026.000000 Penalty: 5282.463867
	Iteration 19Q: 3 clusters Score -7890026 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -7890078.000000 Penalty: 5282.463867
	Iteration 20F: 3 clusters Score -7890078 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -7890110.000000 Penalty: 5282.463867
	Iteration 21Q: 3 clusters Score -7890110 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -7890193.500000 Penalty: 5282.463867
	Iteration 22Q: 3 clusters Score -7890194 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -7890271.000000 Penalty: 5282.463867
	Iteration 23Q: 3 clusters Score -7890271 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -7890337.000000 Penalty: 5282.463867
	Iteration 24Q: 3 clusters Score -7890337 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -7890433.500000 Penalty: 5282.463867
	Iteration 25Q: 3 clusters Score -7890434 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -7890517.000000 Penalty: 5282.463867
	Iteration 26Q: 3 clusters Score -7890517 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -7890624.500000 Penalty: 5282.463867
	Iteration 27Q: 3 clusters Score -7890624 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -7890740.500000 Penalty: 5282.463867
	Iteration 28Q: 3 clusters Score -7890740 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7890877.000000 Penalty: 5282.463867
	Iteration 29Q: 3 clusters Score -7890877 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -7890976.500000 Penalty: 5282.463867
	Iteration 30Q: 3 clusters Score -7890976 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -7891120.500000 Penalty: 5282.463867
	Iteration 31Q: 3 clusters Score -7891120 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -7891249.000000 Penalty: 5282.463867
	Iteration 32Q: 3 clusters Score -7891249 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -7891401.000000 Penalty: 5282.463867
	Iteration 33Q: 3 clusters Score -7891401 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -7891511.000000 Penalty: 5282.463867
	Iteration 34Q: 3 clusters Score -7891511 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -7891641.000000 Penalty: 5282.463867
	Iteration 35Q: 3 clusters Score -7891641 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -7891752.500000 Penalty: 5282.463867
	Iteration 36Q: 3 clusters Score -7891752 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -7891889.500000 Penalty: 5282.463867
	Iteration 37Q: 3 clusters Score -7891890 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -7891990.000000 Penalty: 5282.463867
	Iteration 38Q: 3 clusters Score -7891990 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -7892133.500000 Penalty: 5282.463867
	Iteration 39Q: 3 clusters Score -7892134 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7892263.500000 Penalty: 5282.463867
	Iteration 40F: 3 clusters Score -7892264 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7892368.000000 Penalty: 5282.463867
	Iteration 41Q: 3 clusters Score -7892368 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7892461.500000 Penalty: 5282.463867
	Iteration 42Q: 3 clusters Score -7892462 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7892545.000000 Penalty: 5282.463867
	Iteration 43Q: 3 clusters Score -7892545 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7892625.500000 Penalty: 5282.463867
	Iteration 44Q: 3 clusters Score -7892626 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7892690.500000 Penalty: 5282.463867
	Iteration 45Q: 3 clusters Score -7892690 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7892780.500000 Penalty: 5282.463867
	Iteration 46Q: 3 clusters Score -7892780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7892881.000000 Penalty: 5282.463867
	Iteration 47Q: 3 clusters Score -7892881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7892927.000000 Penalty: 5282.463867
	Iteration 48Q: 3 clusters Score -7892927 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7892978.500000 Penalty: 5282.463867
	Iteration 49Q: 3 clusters Score -7892978 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7893030.500000 Penalty: 5282.463867
	Iteration 50Q: 3 clusters Score -7893030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7893069.500000 Penalty: 5282.463867
	Iteration 51Q: 3 clusters Score -7893070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7893115.000000 Penalty: 5282.463867
	Iteration 52Q: 3 clusters Score -7893115 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -7893159.000000 Penalty: 5282.463867
	Iteration 53Q: 3 clusters Score -7893159 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -7893183.500000 Penalty: 5282.463867
	Iteration 54Q: 3 clusters Score -7893184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7893204.500000 Penalty: 5282.463867
	Iteration 55Q: 3 clusters Score -7893204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7893217.500000 Penalty: 5282.463867
	Iteration 56Q: 3 clusters Score -7893218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7893240.500000 Penalty: 5282.463867
	Iteration 57Q: 3 clusters Score -7893240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7893245.500000 Penalty: 5282.463867
	Iteration 58Q: 3 clusters Score -7893246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7893256.500000 Penalty: 5282.463867
	Iteration 59Q: 3 clusters Score -7893256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7893256.000000 Penalty: 5282.463867
	Iteration 60F: 3 clusters Score -7893256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7893264.500000 Penalty: 5282.463867
	Iteration 61Q: 3 clusters Score -7893264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7893276.500000 Penalty: 5282.463867
	Iteration 62Q: 3 clusters Score -7893276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -7893286.000000 Penalty: 5282.463867
	Iteration 63Q: 3 clusters Score -7893286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7893301.000000 Penalty: 5282.463867
	Iteration 64Q: 3 clusters Score -7893301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7893305.000000 Penalty: 5282.463867
	Iteration 65Q: 3 clusters Score -7893305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7893302.500000 Penalty: 5282.463867
	Iteration 66Q: 3 clusters Score -7893302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7893305.500000 Penalty: 5282.463867
	Iteration 67Q: 3 clusters Score -7893306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7893302.000000 Penalty: 5282.463867
	Iteration 68Q: 3 clusters Score -7893302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7893304.000000 Penalty: 5282.463867
	Iteration 69Q: 3 clusters Score -7893304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7893310.500000 Penalty: 5282.463867
	Iteration 70Q: 3 clusters Score -7893310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7893311.500000 Penalty: 5282.463867
	Iteration 71Q: 3 clusters Score -7893312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7893322.500000 Penalty: 5282.463867
	Iteration 72Q: 3 clusters Score -7893322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7893322.500000 Penalty: 5282.463867
	Iteration 73Q: 3 clusters Score -7893322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -7893319.000000 Penalty: 5282.463867
	Iteration 74Q: 3 clusters Score -7893319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7893329.500000 Penalty: 5282.463867
	Iteration 75Q: 3 clusters Score -7893330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7893334.000000 Penalty: 5282.463867
	Iteration 76Q: 3 clusters Score -7893334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7893339.500000 Penalty: 5282.463867
	Iteration 77Q: 3 clusters Score -7893340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7893341.500000 Penalty: 5282.463867
	Iteration 78Q: 3 clusters Score -7893342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7893343.000000 Penalty: 5282.463867
	Iteration 79Q: 3 clusters Score -7893343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7893337.000000 Penalty: 5282.463867
	Iteration 80F: 3 clusters Score -7893337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7893345.000000 Penalty: 5282.463867
	Iteration 81Q: 3 clusters Score -7893345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7893345.500000 Penalty: 5282.463867
	Iteration 82Q: 3 clusters Score -7893346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7893349.000000 Penalty: 5282.463867
	Iteration 83Q: 3 clusters Score -7893349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7893350.500000 Penalty: 5282.463867
	Iteration 84Q: 3 clusters Score -7893350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7893356.000000 Penalty: 5282.463867
	Iteration 85Q: 3 clusters Score -7893356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7893348.000000 Penalty: 5282.463867
	Iteration 86Q: 3 clusters Score -7893348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7893350.500000 Penalty: 5282.463867
	Iteration 87Q: 3 clusters Score -7893350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7893351.500000 Penalty: 5282.463867
	Iteration 88Q: 3 clusters Score -7893352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7893351.500000 Penalty: 5282.463867
	Iteration 89F: 3 clusters Score -7893352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Entering Unmasked Estep 
Score: -8179875.500000 Penalty: 2647.842773
	Iteration 0F: 2 clusters Score -8179876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8151105.000000 Penalty: 5295.685547
	Iteration 0F: 3 clusters Score -8151105 nChanged 19954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -8162046.500000 Penalty: 5295.685547
	Iteration 1F: 3 clusters Score -8162046 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8162444.000000 Penalty: 5295.685547
	Iteration 2Q: 3 clusters Score -8162444 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8162791.500000 Penalty: 5295.685547
	Iteration 3Q: 3 clusters Score -8162792 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8163048.500000 Penalty: 5295.685547
	Iteration 4Q: 3 clusters Score -8163048 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -8163310.000000 Penalty: 5295.685547
	Iteration 5Q: 3 clusters Score -8163310 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8163539.000000 Penalty: 5295.685547
	Iteration 6Q: 3 clusters Score -8163539 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8163826.500000 Penalty: 5295.685547
	Iteration 7Q: 3 clusters Score -8163826 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -8164112.500000 Penalty: 5295.685547
	Iteration 8Q: 3 clusters Score -8164112 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -8164377.500000 Penalty: 5295.685547
	Iteration 9Q: 3 clusters Score -8164378 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -8164756.500000 Penalty: 5295.685547
	Iteration 10Q: 3 clusters Score -8164756 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8165224.000000 Penalty: 5295.685547
	Iteration 11Q: 3 clusters Score -8165224 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8165750.000000 Penalty: 5295.685547
	Iteration 12Q: 3 clusters Score -8165750 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -8166470.000000 Penalty: 5295.685547
	Iteration 13Q: 3 clusters Score -8166470 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8167412.500000 Penalty: 5295.685547
	Iteration 14Q: 3 clusters Score -8167412 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8168531.000000 Penalty: 5295.685547
	Iteration 15Q: 3 clusters Score -8168531 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -8169494.500000 Penalty: 5295.685547
	Iteration 16Q: 3 clusters Score -8169494 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -8170110.000000 Penalty: 5295.685547
	Iteration 17Q: 3 clusters Score -8170110 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8170409.500000 Penalty: 5295.685547
	Iteration 18Q: 3 clusters Score -8170410 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -8170511.500000 Penalty: 5295.685547
	Iteration 19Q: 3 clusters Score -8170512 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -8170574.500000 Penalty: 5295.685547
	Iteration 20F: 3 clusters Score -8170574 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8170572.500000 Penalty: 5295.685547
	Iteration 21Q: 3 clusters Score -8170572 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -8170584.500000 Penalty: 5295.685547
	Iteration 22Q: 3 clusters Score -8170584 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -8170591.500000 Penalty: 5295.685547
	Iteration 23Q: 3 clusters Score -8170592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -8170605.500000 Penalty: 5295.685547
	Iteration 24Q: 3 clusters Score -8170606 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -8170607.500000 Penalty: 5295.685547
	Iteration 25Q: 3 clusters Score -8170608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -8170630.000000 Penalty: 5295.685547
	Iteration 26Q: 3 clusters Score -8170630 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -8170624.500000 Penalty: 5295.685547
	Iteration 27Q: 3 clusters Score -8170624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -8170628.500000 Penalty: 5295.685547
	Iteration 28Q: 3 clusters Score -8170628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8170640.500000 Penalty: 5295.685547
	Iteration 29Q: 3 clusters Score -8170640 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8170669.500000 Penalty: 5295.685547
	Iteration 30Q: 3 clusters Score -8170670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -8170676.000000 Penalty: 5295.685547
	Iteration 31Q: 3 clusters Score -8170676 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -8170683.000000 Penalty: 5295.685547
	Iteration 32Q: 3 clusters Score -8170683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -8170706.000000 Penalty: 5295.685547
	Iteration 33Q: 3 clusters Score -8170706 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8170704.000000 Penalty: 5295.685547
	Iteration 34Q: 3 clusters Score -8170704 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8170710.500000 Penalty: 5295.685547
	Iteration 35Q: 3 clusters Score -8170710 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -8170702.000000 Penalty: 5295.685547
	Iteration 36Q: 3 clusters Score -8170702 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -8170710.500000 Penalty: 5295.685547
	Iteration 37Q: 3 clusters Score -8170710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8170728.500000 Penalty: 5295.685547
	Iteration 38Q: 3 clusters Score -8170728 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -8170729.000000 Penalty: 5295.685547
	Iteration 39Q: 3 clusters Score -8170729 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8170741.500000 Penalty: 5295.685547
	Iteration 40F: 3 clusters Score -8170742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -8170742.500000 Penalty: 5295.685547
	Iteration 41Q: 3 clusters Score -8170742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8170752.500000 Penalty: 5295.685547
	Iteration 42Q: 3 clusters Score -8170752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8170768.000000 Penalty: 5295.685547
	Iteration 43Q: 3 clusters Score -8170768 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8170778.500000 Penalty: 5295.685547
	Iteration 44Q: 3 clusters Score -8170778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8170778.500000 Penalty: 5295.685547
	Iteration 45Q: 3 clusters Score -8170778 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8170787.500000 Penalty: 5295.685547
	Iteration 46Q: 3 clusters Score -8170788 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -8170804.000000 Penalty: 5295.685547
	Iteration 47Q: 3 clusters Score -8170804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -8170787.500000 Penalty: 5295.685547
	Iteration 48Q: 3 clusters Score -8170788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -8170811.000000 Penalty: 5295.685547
	Iteration 49Q: 3 clusters Score -8170811 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -8170796.500000 Penalty: 5295.685547
	Iteration 50Q: 3 clusters Score -8170796 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -8170819.500000 Penalty: 5295.685547
	Iteration 51Q: 3 clusters Score -8170820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -8170798.500000 Penalty: 5295.685547
	Iteration 52Q: 3 clusters Score -8170798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -8170797.000000 Penalty: 5295.685547
	Iteration 53Q: 3 clusters Score -8170797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -8170815.000000 Penalty: 5295.685547
	Iteration 54Q: 3 clusters Score -8170815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -8170807.000000 Penalty: 5295.685547
	Iteration 55Q: 3 clusters Score -8170807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22194 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -8170808.500000 Penalty: 5295.685547
	Iteration 56Q: 3 clusters Score -8170808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -8170819.500000 Penalty: 5295.685547
	Iteration 57Q: 3 clusters Score -8170820 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8170818.000000 Penalty: 5295.685547
	Iteration 58Q: 3 clusters Score -8170818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8170819.000000 Penalty: 5295.685547
	Iteration 59Q: 3 clusters Score -8170819 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8170836.500000 Penalty: 5295.685547
	Iteration 60F: 3 clusters Score -8170836 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -8170853.000000 Penalty: 5295.685547
	Iteration 61Q: 3 clusters Score -8170853 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -8170853.500000 Penalty: 5295.685547
	Iteration 62Q: 3 clusters Score -8170854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8170846.500000 Penalty: 5295.685547
	Iteration 63Q: 3 clusters Score -8170846 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -8170877.500000 Penalty: 5295.685547
	Iteration 64Q: 3 clusters Score -8170878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -8170864.000000 Penalty: 5295.685547
	Iteration 65Q: 3 clusters Score -8170864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -8170881.000000 Penalty: 5295.685547
	Iteration 66Q: 3 clusters Score -8170881 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -8170889.500000 Penalty: 5295.685547
	Iteration 67Q: 3 clusters Score -8170890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8170889.000000 Penalty: 5295.685547
	Iteration 68Q: 3 clusters Score -8170889 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8170911.000000 Penalty: 5295.685547
	Iteration 69Q: 3 clusters Score -8170911 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8170913.500000 Penalty: 5295.685547
	Iteration 70Q: 3 clusters Score -8170914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8170926.500000 Penalty: 5295.685547
	Iteration 71Q: 3 clusters Score -8170926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -8170925.500000 Penalty: 5295.685547
	Iteration 72Q: 3 clusters Score -8170926 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -8170952.000000 Penalty: 5295.685547
	Iteration 73Q: 3 clusters Score -8170952 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -8170971.500000 Penalty: 5295.685547
	Iteration 74Q: 3 clusters Score -8170972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -8170992.000000 Penalty: 5295.685547
	Iteration 75Q: 3 clusters Score -8170992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -8170995.500000 Penalty: 5295.685547
	Iteration 76Q: 3 clusters Score -8170996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -8170993.000000 Penalty: 5295.685547
	Iteration 77Q: 3 clusters Score -8170993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -8171008.500000 Penalty: 5295.685547
	Iteration 78Q: 3 clusters Score -8171008 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -8171028.500000 Penalty: 5295.685547
	Iteration 79Q: 3 clusters Score -8171028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8171041.000000 Penalty: 5295.685547
	Iteration 80F: 3 clusters Score -8171041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -8171038.500000 Penalty: 5295.685547
	Iteration 81Q: 3 clusters Score -8171038 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8171063.500000 Penalty: 5295.685547
	Iteration 82Q: 3 clusters Score -8171064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -8171072.000000 Penalty: 5295.685547
	Iteration 83Q: 3 clusters Score -8171072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -8171077.000000 Penalty: 5295.685547
	Iteration 84Q: 3 clusters Score -8171077 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -8171077.500000 Penalty: 5295.685547
	Iteration 85Q: 3 clusters Score -8171078 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -8171114.500000 Penalty: 5295.685547
	Iteration 86Q: 3 clusters Score -8171114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8171152.500000 Penalty: 5295.685547
	Iteration 87Q: 3 clusters Score -8171152 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -8171191.000000 Penalty: 5295.685547
	Iteration 88Q: 3 clusters Score -8171191 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -8171197.000000 Penalty: 5295.685547
	Iteration 89Q: 3 clusters Score -8171197 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -8171200.000000 Penalty: 5295.685547
	Iteration 90Q: 3 clusters Score -8171200 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8171231.000000 Penalty: 5295.685547
	Iteration 91Q: 3 clusters Score -8171231 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -8171249.500000 Penalty: 5295.685547
	Iteration 92Q: 3 clusters Score -8171250 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -8171287.500000 Penalty: 5295.685547
	Iteration 93Q: 3 clusters Score -8171288 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -8171307.000000 Penalty: 5295.685547
	Iteration 94Q: 3 clusters Score -8171307 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -8171343.000000 Penalty: 5295.685547
	Iteration 95Q: 3 clusters Score -8171343 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -8171402.500000 Penalty: 5295.685547
	Iteration 96Q: 3 clusters Score -8171402 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8171438.500000 Penalty: 5295.685547
	Iteration 97Q: 3 clusters Score -8171438 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8171479.000000 Penalty: 5295.685547
	Iteration 98Q: 3 clusters Score -8171479 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -8171534.500000 Penalty: 5295.685547
	Iteration 99Q: 3 clusters Score -8171534 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -8171602.000000 Penalty: 5295.685547
	Iteration 100F: 3 clusters Score -8171602 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8171647.500000 Penalty: 5295.685547
	Iteration 101Q: 3 clusters Score -8171648 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -8171690.500000 Penalty: 5295.685547
	Iteration 102Q: 3 clusters Score -8171690 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -8171757.500000 Penalty: 5295.685547
	Iteration 103Q: 3 clusters Score -8171758 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -8171836.500000 Penalty: 5295.685547
	Iteration 104Q: 3 clusters Score -8171836 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -8171935.000000 Penalty: 5295.685547
	Iteration 105Q: 3 clusters Score -8171935 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -8172036.000000 Penalty: 5295.685547
	Iteration 106Q: 3 clusters Score -8172036 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -8172206.000000 Penalty: 5295.685547
	Iteration 107Q: 3 clusters Score -8172206 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -8172322.000000 Penalty: 5295.685547
	Iteration 108Q: 3 clusters Score -8172322 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -8172487.500000 Penalty: 5295.685547
	Iteration 109Q: 3 clusters Score -8172488 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8172677.500000 Penalty: 5295.685547
	Iteration 110Q: 3 clusters Score -8172678 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -8172868.500000 Penalty: 5295.685547
	Iteration 111Q: 3 clusters Score -8172868 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -8173083.500000 Penalty: 5295.685547
	Iteration 112Q: 3 clusters Score -8173084 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -8173337.500000 Penalty: 5295.685547
	Iteration 113Q: 3 clusters Score -8173338 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -8173607.500000 Penalty: 5295.685547
	Iteration 114Q: 3 clusters Score -8173608 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -8173888.000000 Penalty: 5295.685547
	Iteration 115Q: 3 clusters Score -8173888 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -8174200.000000 Penalty: 5295.685547
	Iteration 116Q: 3 clusters Score -8174200 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -8174588.500000 Penalty: 5295.685547
	Iteration 117Q: 3 clusters Score -8174588 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8174982.500000 Penalty: 5295.685547
	Iteration 118Q: 3 clusters Score -8174982 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -8175354.500000 Penalty: 5295.685547
	Iteration 119Q: 3 clusters Score -8175354 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8175657.500000 Penalty: 5295.685547
	Iteration 120F: 3 clusters Score -8175658 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8175975.000000 Penalty: 5295.685547
	Iteration 121Q: 3 clusters Score -8175975 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8176282.500000 Penalty: 5295.685547
	Iteration 122Q: 3 clusters Score -8176282 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8176528.500000 Penalty: 5295.685547
	Iteration 123Q: 3 clusters Score -8176528 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8176779.500000 Penalty: 5295.685547
	Iteration 124Q: 3 clusters Score -8176780 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8176937.000000 Penalty: 5295.685547
	Iteration 125Q: 3 clusters Score -8176937 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8177046.500000 Penalty: 5295.685547
	Iteration 126Q: 3 clusters Score -8177046 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8177156.500000 Penalty: 5295.685547
	Iteration 127Q: 3 clusters Score -8177156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8177262.500000 Penalty: 5295.685547
	Iteration 128Q: 3 clusters Score -8177262 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8177363.500000 Penalty: 5295.685547
	Iteration 129Q: 3 clusters Score -8177364 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8177442.000000 Penalty: 5295.685547
	Iteration 130Q: 3 clusters Score -8177442 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8177470.000000 Penalty: 5295.685547
	Iteration 131Q: 3 clusters Score -8177470 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8177519.500000 Penalty: 5295.685547
	Iteration 132Q: 3 clusters Score -8177520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8177556.500000 Penalty: 5295.685547
	Iteration 133Q: 3 clusters Score -8177556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8177581.500000 Penalty: 5295.685547
	Iteration 134Q: 3 clusters Score -8177582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8177590.000000 Penalty: 5295.685547
	Iteration 135Q: 3 clusters Score -8177590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8177590.000000 Penalty: 5295.685547
	Iteration 136Q: 3 clusters Score -8177590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8177594.500000 Penalty: 5295.685547
	Iteration 137Q: 3 clusters Score -8177594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8177601.500000 Penalty: 5295.685547
	Iteration 138Q: 3 clusters Score -8177602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8177597.500000 Penalty: 5295.685547
	Iteration 139Q: 3 clusters Score -8177598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8177598.000000 Penalty: 5295.685547
	Iteration 140F: 3 clusters Score -8177598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8177594.000000 Penalty: 5295.685547
	Iteration 141Q: 3 clusters Score -8177594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8177594.000000 Penalty: 5295.685547
	Iteration 142Q: 3 clusters Score -8177594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8177599.000000 Penalty: 5295.685547
	Iteration 143Q: 3 clusters Score -8177599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8177604.000000 Penalty: 5295.685547
	Iteration 144Q: 3 clusters Score -8177604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8177603.000000 Penalty: 5295.685547
	Iteration 145Q: 3 clusters Score -8177603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8177597.500000 Penalty: 5295.685547
	Iteration 146Q: 3 clusters Score -8177598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8177597.500000 Penalty: 5295.685547
	Iteration 147F: 3 clusters Score -8177598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Entering Unmasked Estep 
Score: -9095465.000000 Penalty: 2674.469482
	Iteration 0F: 2 clusters Score -9095465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -9065205.000000 Penalty: 5348.938965
	Iteration 0F: 3 clusters Score -9065205 nChanged 22358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -9077671.000000 Penalty: 5348.938965
	Iteration 1F: 3 clusters Score -9077671 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -9078069.000000 Penalty: 5348.938965
	Iteration 2Q: 3 clusters Score -9078069 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -9078432.000000 Penalty: 5348.938965
	Iteration 3Q: 3 clusters Score -9078432 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9078677.000000 Penalty: 5348.938965
	Iteration 4Q: 3 clusters Score -9078677 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -9078928.000000 Penalty: 5348.938965
	Iteration 5Q: 3 clusters Score -9078928 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -9079212.000000 Penalty: 5348.938965
	Iteration 6Q: 3 clusters Score -9079212 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -9079458.000000 Penalty: 5348.938965
	Iteration 7Q: 3 clusters Score -9079458 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -9079706.000000 Penalty: 5348.938965
	Iteration 8Q: 3 clusters Score -9079706 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9080042.000000 Penalty: 5348.938965
	Iteration 9Q: 3 clusters Score -9080042 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -9080513.000000 Penalty: 5348.938965
	Iteration 10Q: 3 clusters Score -9080513 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -9081173.000000 Penalty: 5348.938965
	Iteration 11Q: 3 clusters Score -9081173 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -9082199.000000 Penalty: 5348.938965
	Iteration 12Q: 3 clusters Score -9082199 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -9083504.000000 Penalty: 5348.938965
	Iteration 13Q: 3 clusters Score -9083504 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -9085291.000000 Penalty: 5348.938965
	Iteration 14Q: 3 clusters Score -9085291 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -9086949.000000 Penalty: 5348.938965
	Iteration 15Q: 3 clusters Score -9086949 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -9088008.000000 Penalty: 5348.938965
	Iteration 16Q: 3 clusters Score -9088008 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -9088552.000000 Penalty: 5348.938965
	Iteration 17Q: 3 clusters Score -9088552 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -9088854.000000 Penalty: 5348.938965
	Iteration 18Q: 3 clusters Score -9088854 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -9089144.000000 Penalty: 5348.938965
	Iteration 19Q: 3 clusters Score -9089144 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -9089399.000000 Penalty: 5348.938965
	Iteration 20F: 3 clusters Score -9089399 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -9089609.000000 Penalty: 5348.938965
	Iteration 21Q: 3 clusters Score -9089609 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -9089868.000000 Penalty: 5348.938965
	Iteration 22Q: 3 clusters Score -9089868 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -9090079.000000 Penalty: 5348.938965
	Iteration 23Q: 3 clusters Score -9090079 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -9090269.000000 Penalty: 5348.938965
	Iteration 24Q: 3 clusters Score -9090269 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -9090553.000000 Penalty: 5348.938965
	Iteration 25Q: 3 clusters Score -9090553 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -9090819.000000 Penalty: 5348.938965
	Iteration 26Q: 3 clusters Score -9090819 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -9091070.000000 Penalty: 5348.938965
	Iteration 27Q: 3 clusters Score -9091070 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -9091292.000000 Penalty: 5348.938965
	Iteration 28Q: 3 clusters Score -9091292 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -9091530.000000 Penalty: 5348.938965
	Iteration 29Q: 3 clusters Score -9091530 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -9091777.000000 Penalty: 5348.938965
	Iteration 30Q: 3 clusters Score -9091777 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -9091991.000000 Penalty: 5348.938965
	Iteration 31Q: 3 clusters Score -9091991 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -9092160.000000 Penalty: 5348.938965
	Iteration 32Q: 3 clusters Score -9092160 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9092314.000000 Penalty: 5348.938965
	Iteration 33Q: 3 clusters Score -9092314 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9092446.000000 Penalty: 5348.938965
	Iteration 34Q: 3 clusters Score -9092446 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -9092629.000000 Penalty: 5348.938965
	Iteration 35Q: 3 clusters Score -9092629 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -9092820.000000 Penalty: 5348.938965
	Iteration 36Q: 3 clusters Score -9092820 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -9092994.000000 Penalty: 5348.938965
	Iteration 37Q: 3 clusters Score -9092994 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -9093071.000000 Penalty: 5348.938965
	Iteration 38Q: 3 clusters Score -9093071 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9093187.000000 Penalty: 5348.938965
	Iteration 39Q: 3 clusters Score -9093187 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -9093224.000000 Penalty: 5348.938965
	Iteration 40F: 3 clusters Score -9093224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9093279.000000 Penalty: 5348.938965
	Iteration 41Q: 3 clusters Score -9093279 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -9093307.000000 Penalty: 5348.938965
	Iteration 42Q: 3 clusters Score -9093307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9093365.000000 Penalty: 5348.938965
	Iteration 43Q: 3 clusters Score -9093365 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9093438.000000 Penalty: 5348.938965
	Iteration 44Q: 3 clusters Score -9093438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9093469.000000 Penalty: 5348.938965
	Iteration 45Q: 3 clusters Score -9093469 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -9093496.000000 Penalty: 5348.938965
	Iteration 46Q: 3 clusters Score -9093496 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -9093555.000000 Penalty: 5348.938965
	Iteration 47Q: 3 clusters Score -9093555 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -9093573.000000 Penalty: 5348.938965
	Iteration 48Q: 3 clusters Score -9093573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9093609.000000 Penalty: 5348.938965
	Iteration 49Q: 3 clusters Score -9093609 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -9093630.000000 Penalty: 5348.938965
	Iteration 50Q: 3 clusters Score -9093630 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -9093667.000000 Penalty: 5348.938965
	Iteration 51Q: 3 clusters Score -9093667 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -9093720.000000 Penalty: 5348.938965
	Iteration 52Q: 3 clusters Score -9093720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9093732.000000 Penalty: 5348.938965
	Iteration 53Q: 3 clusters Score -9093732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -9093751.000000 Penalty: 5348.938965
	Iteration 54Q: 3 clusters Score -9093751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9093763.000000 Penalty: 5348.938965
	Iteration 55Q: 3 clusters Score -9093763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9093789.000000 Penalty: 5348.938965
	Iteration 56Q: 3 clusters Score -9093789 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -9093777.000000 Penalty: 5348.938965
	Iteration 57Q: 3 clusters Score -9093777 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9093781.000000 Penalty: 5348.938965
	Iteration 58Q: 3 clusters Score -9093781 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9093768.000000 Penalty: 5348.938965
	Iteration 59Q: 3 clusters Score -9093768 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9093776.000000 Penalty: 5348.938965
	Iteration 60F: 3 clusters Score -9093776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9093779.000000 Penalty: 5348.938965
	Iteration 61Q: 3 clusters Score -9093779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9093764.000000 Penalty: 5348.938965
	Iteration 62Q: 3 clusters Score -9093764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9093762.000000 Penalty: 5348.938965
	Iteration 63Q: 3 clusters Score -9093762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -9093775.000000 Penalty: 5348.938965
	Iteration 64Q: 3 clusters Score -9093775 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -9093776.000000 Penalty: 5348.938965
	Iteration 65Q: 3 clusters Score -9093776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9093777.000000 Penalty: 5348.938965
	Iteration 66Q: 3 clusters Score -9093777 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46485 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9093786.000000 Penalty: 5348.938965
	Iteration 67Q: 3 clusters Score -9093786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9093803.000000 Penalty: 5348.938965
	Iteration 68Q: 3 clusters Score -9093803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -9093808.000000 Penalty: 5348.938965
	Iteration 69Q: 3 clusters Score -9093808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9093805.000000 Penalty: 5348.938965
	Iteration 70Q: 3 clusters Score -9093805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9093813.000000 Penalty: 5348.938965
	Iteration 71Q: 3 clusters Score -9093813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9093823.000000 Penalty: 5348.938965
	Iteration 72Q: 3 clusters Score -9093823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9093827.000000 Penalty: 5348.938965
	Iteration 73Q: 3 clusters Score -9093827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9093815.000000 Penalty: 5348.938965
	Iteration 74Q: 3 clusters Score -9093815 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9093805.000000 Penalty: 5348.938965
	Iteration 75Q: 3 clusters Score -9093805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9093806.000000 Penalty: 5348.938965
	Iteration 76Q: 3 clusters Score -9093806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9093806.000000 Penalty: 5348.938965
	Iteration 77Q: 3 clusters Score -9093806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9093799.000000 Penalty: 5348.938965
	Iteration 78Q: 3 clusters Score -9093799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -9093789.000000 Penalty: 5348.938965
	Iteration 79Q: 3 clusters Score -9093789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9093792.000000 Penalty: 5348.938965
	Iteration 80F: 3 clusters Score -9093792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9093796.000000 Penalty: 5348.938965
	Iteration 81Q: 3 clusters Score -9093796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9093795.000000 Penalty: 5348.938965
	Iteration 82Q: 3 clusters Score -9093795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9093790.000000 Penalty: 5348.938965
	Iteration 83Q: 3 clusters Score -9093790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9093785.000000 Penalty: 5348.938965
	Iteration 84Q: 3 clusters Score -9093785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9093786.000000 Penalty: 5348.938965
	Iteration 85Q: 3 clusters Score -9093786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9093782.000000 Penalty: 5348.938965
	Iteration 86Q: 3 clusters Score -9093782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9093792.000000 Penalty: 5348.938965
	Iteration 87Q: 3 clusters Score -9093792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9093788.000000 Penalty: 5348.938965
	Iteration 88Q: 3 clusters Score -9093788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9093792.000000 Penalty: 5348.938965
	Iteration 89Q: 3 clusters Score -9093792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9093792.000000 Penalty: 5348.938965
	Iteration 90F: 3 clusters Score -9093792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Entering Unmasked Estep 
Score: -7124757.000000 Penalty: 2618.145020
	Iteration 0F: 2 clusters Score -7124757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -7098781.500000 Penalty: 5236.290039
	Iteration 0F: 3 clusters Score -7098782 nChanged 17562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -7108145.500000 Penalty: 5236.290039
	Iteration 1F: 3 clusters Score -7108146 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -7108582.500000 Penalty: 5236.290039
	Iteration 2Q: 3 clusters Score -7108582 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -7108917.500000 Penalty: 5236.290039
	Iteration 3Q: 3 clusters Score -7108918 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -7109229.500000 Penalty: 5236.290039
	Iteration 4Q: 3 clusters Score -7109230 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -7109571.000000 Penalty: 5236.290039
	Iteration 5Q: 3 clusters Score -7109571 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -7109958.500000 Penalty: 5236.290039
	Iteration 6Q: 3 clusters Score -7109958 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -7110558.000000 Penalty: 5236.290039
	Iteration 7Q: 3 clusters Score -7110558 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -7111420.500000 Penalty: 5236.290039
	Iteration 8Q: 3 clusters Score -7111420 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -7112833.000000 Penalty: 5236.290039
	Iteration 9F: 3 clusters Score -7112833 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -7114921.000000 Penalty: 5236.290039
	Iteration 10F: 3 clusters Score -7114921 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7117605.000000 Penalty: 5236.290039
	Iteration 11F: 3 clusters Score -7117605 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7119982.000000 Penalty: 5236.290039
	Iteration 12F: 3 clusters Score -7119982 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7121310.000000 Penalty: 5236.290039
	Iteration 13Q: 3 clusters Score -7121310 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7121894.500000 Penalty: 5236.290039
	Iteration 14Q: 3 clusters Score -7121894 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7122181.500000 Penalty: 5236.290039
	Iteration 15Q: 3 clusters Score -7122182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7122306.500000 Penalty: 5236.290039
	Iteration 16Q: 3 clusters Score -7122306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7122394.000000 Penalty: 5236.290039
	Iteration 17Q: 3 clusters Score -7122394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7122423.000000 Penalty: 5236.290039
	Iteration 18Q: 3 clusters Score -7122423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7122432.500000 Penalty: 5236.290039
	Iteration 19Q: 3 clusters Score -7122432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7122450.500000 Penalty: 5236.290039
	Iteration 20F: 3 clusters Score -7122450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7122465.000000 Penalty: 5236.290039
	Iteration 21Q: 3 clusters Score -7122465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7122477.000000 Penalty: 5236.290039
	Iteration 22Q: 3 clusters Score -7122477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7122481.500000 Penalty: 5236.290039
	Iteration 23Q: 3 clusters Score -7122482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7122480.500000 Penalty: 5236.290039
	Iteration 24Q: 3 clusters Score -7122480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7122489.500000 Penalty: 5236.290039
	Iteration 25Q: 3 clusters Score -7122490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7122489.500000 Penalty: 5236.290039
	Iteration 26F: 3 clusters Score -7122490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110954.062500 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110954.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111396.562500 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111396.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -111574.710938 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111574.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -111709.171875 Penalty: 3305.546875
	Iteration 3Q: 3 clusters Score -111709.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -111827.921875 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111827.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -111905.835938 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111905.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -111972.000000 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -111972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112004.125000 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112038.976562 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112087.281250 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112139.031250 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112187.914062 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112187.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -112242.750000 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112242.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -112284.515625 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112284.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112344.382812 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112376.984375 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -112397.593750 Penalty: 3305.546875
	Iteration 16Q: 3 clusters Score -112397.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -112404.976562 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112426.468750 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -112426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -112460.414062 Penalty: 3305.546875
	Iteration 19Q: 3 clusters Score -112460.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -112500.132812 Penalty: 3305.546875
	Iteration 20F: 3 clusters Score -112500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -112537.085938 Penalty: 3305.546875
	Iteration 21Q: 3 clusters Score -112537.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112554.062500 Penalty: 3305.546875
	Iteration 22Q: 3 clusters Score -112554.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -112555.859375 Penalty: 3305.546875
	Iteration 23Q: 3 clusters Score -112555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -112559.656250 Penalty: 3305.546875
	Iteration 24Q: 3 clusters Score -112559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -112562.937500 Penalty: 3305.546875
	Iteration 25Q: 3 clusters Score -112562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -112563.898438 Penalty: 3305.546875
	Iteration 26Q: 3 clusters Score -112563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -112569.070312 Penalty: 3305.546875
	Iteration 27Q: 3 clusters Score -112569.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -112577.476562 Penalty: 3305.546875
	Iteration 28Q: 3 clusters Score -112577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -112589.429688 Penalty: 3305.546875
	Iteration 29Q: 3 clusters Score -112589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -112602.445312 Penalty: 3305.546875
	Iteration 30Q: 3 clusters Score -112602.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -112620.570312 Penalty: 3305.546875
	Iteration 31Q: 3 clusters Score -112620.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -112634.335938 Penalty: 3305.546875
	Iteration 32Q: 3 clusters Score -112634.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112639.101562 Penalty: 3305.546875
	Iteration 33Q: 3 clusters Score -112639.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -112649.312500 Penalty: 3305.546875
	Iteration 34Q: 3 clusters Score -112649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112651.093750 Penalty: 3305.546875
	Iteration 35Q: 3 clusters Score -112651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -112652.632812 Penalty: 3305.546875
	Iteration 36Q: 3 clusters Score -112652.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112654.015625 Penalty: 3305.546875
	Iteration 37Q: 3 clusters Score -112654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -112654.015625 Penalty: 3305.546875
	Iteration 38F: 3 clusters Score -112654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 48250 members 
Mstep: Class 4 contains 38447 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46770 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 15 contains 30830 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 47392 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48892 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47610 members 
Mstep: Class 31 contains 50435 members 
Mstep: Class 32 contains 361 members 
Entering Unmasked Estep 
Score: -137158768.000000 Penalty: 107320.632812
Splitting cluster 5 changes total score from -137160048.000000 to -137158768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -189135.906250 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -189135.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187166.484375 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -187166.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187504.421875 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -187504.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -187628.156250 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -187628.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -187728.640625 Penalty: 3459.805176
	Iteration 3Q: 3 clusters Score -187728.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -187802.062500 Penalty: 3459.805176
	Iteration 4Q: 3 clusters Score -187802.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -187876.125000 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -187876.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -187939.125000 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -187939.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188006.750000 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -188006.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -188085.843750 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -188085.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -188187.484375 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -188187.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -188326.343750 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -188326.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -188465.562500 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -188465.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -188620.750000 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -188620.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -188810.656250 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -188810.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -188948.265625 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -188948.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -189041.968750 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -189042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -189120.046875 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -189120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189179.015625 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -189179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -189256.937500 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -189256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189326.671875 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -189326.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -189351.484375 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -189351.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189357.859375 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -189357.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -189359.406250 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -189359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -189359.406250 Penalty: 3459.805176
	Iteration 23F: 3 clusters Score -189359.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 48250 members 
Mstep: Class 4 contains 38447 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 455 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46770 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 15 contains 30830 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 47392 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48892 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47610 members 
Mstep: Class 31 contains 50435 members 
Mstep: Class 32 contains 615 members 
Entering Unmasked Estep 
Score: -137158784.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137160048.000000 to -137158784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87293.351562 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87293.35 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -87772.539062 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87772.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88071.140625 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88071.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88247.164062 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88247.16 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88402.507812 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88402.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88452.335938 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88452.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88494.367188 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88494.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88505.906250 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88505.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88537.546875 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88537.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88552.148438 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88552.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88561.539062 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88561.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88565.945312 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88565.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88565.945312 Penalty: 3268.789307
	Iteration 12F: 3 clusters Score -88565.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Entering Unmasked Estep 
Score: -4061583.500000 Penalty: 2476.570801
	Iteration 0F: 2 clusters Score -4061584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4046341.000000 Penalty: 4953.141602
	Iteration 0F: 3 clusters Score -4046341 nChanged 9631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -4051399.000000 Penalty: 4953.141602
	Iteration 1F: 3 clusters Score -4051399 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -4051754.750000 Penalty: 4953.141602
	Iteration 2F: 3 clusters Score -4051755 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -4052046.250000 Penalty: 4953.141602
	Iteration 3Q: 3 clusters Score -4052046 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -4052274.500000 Penalty: 4953.141602
	Iteration 4Q: 3 clusters Score -4052274 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -4052447.500000 Penalty: 4953.141602
	Iteration 5Q: 3 clusters Score -4052448 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -4052590.250000 Penalty: 4953.141602
	Iteration 6Q: 3 clusters Score -4052590 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -4052750.000000 Penalty: 4953.141602
	Iteration 7Q: 3 clusters Score -4052750 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -4052880.250000 Penalty: 4953.141602
	Iteration 8Q: 3 clusters Score -4052880 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4053010.750000 Penalty: 4953.141602
	Iteration 9Q: 3 clusters Score -4053011 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4053146.750000 Penalty: 4953.141602
	Iteration 10Q: 3 clusters Score -4053147 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -4053264.250000 Penalty: 4953.141602
	Iteration 11Q: 3 clusters Score -4053264 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -4053445.500000 Penalty: 4953.141602
	Iteration 12Q: 3 clusters Score -4053446 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4053662.750000 Penalty: 4953.141602
	Iteration 13Q: 3 clusters Score -4053663 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4053965.500000 Penalty: 4953.141602
	Iteration 14Q: 3 clusters Score -4053966 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -4054403.250000 Penalty: 4953.141602
	Iteration 15Q: 3 clusters Score -4054403 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4055012.750000 Penalty: 4953.141602
	Iteration 16Q: 3 clusters Score -4055013 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4055880.000000 Penalty: 4953.141602
	Iteration 17F: 3 clusters Score -4055880 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -4056795.250000 Penalty: 4953.141602
	Iteration 18F: 3 clusters Score -4056795 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4057675.000000 Penalty: 4953.141602
	Iteration 19Q: 3 clusters Score -4057675 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4058351.250000 Penalty: 4953.141602
	Iteration 20F: 3 clusters Score -4058351 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4058823.500000 Penalty: 4953.141602
	Iteration 21Q: 3 clusters Score -4058824 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4059065.500000 Penalty: 4953.141602
	Iteration 22Q: 3 clusters Score -4059066 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -4059212.750000 Penalty: 4953.141602
	Iteration 23Q: 3 clusters Score -4059213 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4059293.250000 Penalty: 4953.141602
	Iteration 24Q: 3 clusters Score -4059293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4059353.500000 Penalty: 4953.141602
	Iteration 25Q: 3 clusters Score -4059354 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4059368.750000 Penalty: 4953.141602
	Iteration 26Q: 3 clusters Score -4059369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4059389.750000 Penalty: 4953.141602
	Iteration 27Q: 3 clusters Score -4059390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4059412.750000 Penalty: 4953.141602
	Iteration 28Q: 3 clusters Score -4059413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4059417.500000 Penalty: 4953.141602
	Iteration 29Q: 3 clusters Score -4059418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4059434.750000 Penalty: 4953.141602
	Iteration 30Q: 3 clusters Score -4059435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4059441.000000 Penalty: 4953.141602
	Iteration 31Q: 3 clusters Score -4059441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4059446.500000 Penalty: 4953.141602
	Iteration 32Q: 3 clusters Score -4059446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4059452.000000 Penalty: 4953.141602
	Iteration 33Q: 3 clusters Score -4059452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4059454.500000 Penalty: 4953.141602
	Iteration 34Q: 3 clusters Score -4059454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4059460.250000 Penalty: 4953.141602
	Iteration 35Q: 3 clusters Score -4059460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4059459.250000 Penalty: 4953.141602
	Iteration 36Q: 3 clusters Score -4059459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4059460.250000 Penalty: 4953.141602
	Iteration 37Q: 3 clusters Score -4059460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4059457.500000 Penalty: 4953.141602
	Iteration 38Q: 3 clusters Score -4059458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4059458.250000 Penalty: 4953.141602
	Iteration 39Q: 3 clusters Score -4059458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4059458.250000 Penalty: 4953.141602
	Iteration 40F: 3 clusters Score -4059458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Entering Unmasked Estep 
Score: -163752.296875 Penalty: 1719.247070
	Iteration 0F: 2 clusters Score -163752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -161811.015625 Penalty: 3438.494141
	Iteration 0F: 3 clusters Score -161811 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162245.093750 Penalty: 3438.494141
	Iteration 1F: 3 clusters Score -162245.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162454.765625 Penalty: 3438.494141
	Iteration 2F: 3 clusters Score -162454.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162583.953125 Penalty: 3438.494141
	Iteration 3F: 3 clusters Score -162584 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162662.203125 Penalty: 3438.494141
	Iteration 4Q: 3 clusters Score -162662.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -162729.890625 Penalty: 3438.494141
	Iteration 5Q: 3 clusters Score -162729.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -162782.500000 Penalty: 3438.494141
	Iteration 6Q: 3 clusters Score -162782.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162824.593750 Penalty: 3438.494141
	Iteration 7Q: 3 clusters Score -162824.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162855.171875 Penalty: 3438.494141
	Iteration 8Q: 3 clusters Score -162855.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -162878.578125 Penalty: 3438.494141
	Iteration 9Q: 3 clusters Score -162878.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162902.000000 Penalty: 3438.494141
	Iteration 10Q: 3 clusters Score -162902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -162938.359375 Penalty: 3438.494141
	Iteration 11Q: 3 clusters Score -162938.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -163024.281250 Penalty: 3438.494141
	Iteration 12Q: 3 clusters Score -163024.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163132.046875 Penalty: 3438.494141
	Iteration 13Q: 3 clusters Score -163132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -163242.203125 Penalty: 3438.494141
	Iteration 14Q: 3 clusters Score -163242.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -163360.750000 Penalty: 3438.494141
	Iteration 15Q: 3 clusters Score -163360.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -163437.125000 Penalty: 3438.494141
	Iteration 16Q: 3 clusters Score -163437.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163497.312500 Penalty: 3438.494141
	Iteration 17Q: 3 clusters Score -163497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163564.843750 Penalty: 3438.494141
	Iteration 18Q: 3 clusters Score -163564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -163609.734375 Penalty: 3438.494141
	Iteration 19Q: 3 clusters Score -163609.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -163657.421875 Penalty: 3438.494141
	Iteration 20F: 3 clusters Score -163657.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163703.046875 Penalty: 3438.494141
	Iteration 21Q: 3 clusters Score -163703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -163753.390625 Penalty: 3438.494141
	Iteration 22Q: 3 clusters Score -163753.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -163777.109375 Penalty: 3438.494141
	Iteration 23Q: 3 clusters Score -163777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163815.046875 Penalty: 3438.494141
	Iteration 24Q: 3 clusters Score -163815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163851.703125 Penalty: 3438.494141
	Iteration 25Q: 3 clusters Score -163851.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163867.828125 Penalty: 3438.494141
	Iteration 26Q: 3 clusters Score -163867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163879.843750 Penalty: 3438.494141
	Iteration 27Q: 3 clusters Score -163879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -163885.109375 Penalty: 3438.494141
	Iteration 28Q: 3 clusters Score -163885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163886.250000 Penalty: 3438.494141
	Iteration 29Q: 3 clusters Score -163886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163886.250000 Penalty: 3438.494141
	Iteration 30F: 3 clusters Score -163886.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 48250 members 
Mstep: Class 4 contains 38447 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 321 members 
Mstep: Class 10 contains 46770 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 15 contains 30830 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 47392 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48892 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47610 members 
Mstep: Class 31 contains 50435 members 
Mstep: Class 32 contains 704 members 
Entering Unmasked Estep 
Score: -137158864.000000 Penalty: 107320.632812
Splitting cluster 9 changes total score from -137160048.000000 to -137158864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Entering Unmasked Estep 
Score: -8765316.000000 Penalty: 2666.743408
	Iteration 0F: 2 clusters Score -8765316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8734978.000000 Penalty: 5333.486816
	Iteration 0F: 3 clusters Score -8734978 nChanged 21565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -8746830.000000 Penalty: 5333.486816
	Iteration 1F: 3 clusters Score -8746830 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -8747264.000000 Penalty: 5333.486816
	Iteration 2Q: 3 clusters Score -8747264 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -8747748.000000 Penalty: 5333.486816
	Iteration 3Q: 3 clusters Score -8747748 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -8748132.000000 Penalty: 5333.486816
	Iteration 4Q: 3 clusters Score -8748132 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -8748539.000000 Penalty: 5333.486816
	Iteration 5Q: 3 clusters Score -8748539 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8748976.000000 Penalty: 5333.486816
	Iteration 6Q: 3 clusters Score -8748976 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -8749488.000000 Penalty: 5333.486816
	Iteration 7Q: 3 clusters Score -8749488 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -8750267.000000 Penalty: 5333.486816
	Iteration 8Q: 3 clusters Score -8750267 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -8751426.000000 Penalty: 5333.486816
	Iteration 9Q: 3 clusters Score -8751426 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -8753065.000000 Penalty: 5333.486816
	Iteration 10F: 3 clusters Score -8753065 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -8755457.000000 Penalty: 5333.486816
	Iteration 11F: 3 clusters Score -8755457 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -8757953.000000 Penalty: 5333.486816
	Iteration 12F: 3 clusters Score -8757953 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -8760095.000000 Penalty: 5333.486816
	Iteration 13F: 3 clusters Score -8760095 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -8761503.000000 Penalty: 5333.486816
	Iteration 14Q: 3 clusters Score -8761503 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -8762461.000000 Penalty: 5333.486816
	Iteration 15Q: 3 clusters Score -8762461 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8763023.000000 Penalty: 5333.486816
	Iteration 16Q: 3 clusters Score -8763023 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8763332.000000 Penalty: 5333.486816
	Iteration 17Q: 3 clusters Score -8763332 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8763496.000000 Penalty: 5333.486816
	Iteration 18Q: 3 clusters Score -8763496 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8763590.000000 Penalty: 5333.486816
	Iteration 19Q: 3 clusters Score -8763590 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8763623.000000 Penalty: 5333.486816
	Iteration 20F: 3 clusters Score -8763623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8763695.000000 Penalty: 5333.486816
	Iteration 21Q: 3 clusters Score -8763695 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -8763730.000000 Penalty: 5333.486816
	Iteration 22Q: 3 clusters Score -8763730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
Score: -8763747.000000 Penalty: 5333.486816
	Iteration 23Q: 3 clusters Score -8763747 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8763743.000000 Penalty: 5333.486816
	Iteration 24Q: 3 clusters Score -8763743 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8763730.000000 Penalty: 5333.486816
	Iteration 25Q: 3 clusters Score -8763730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8763733.000000 Penalty: 5333.486816
	Iteration 26Q: 3 clusters Score -8763733 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8763757.000000 Penalty: 5333.486816
	Iteration 27Q: 3 clusters Score -8763757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -8763767.000000 Penalty: 5333.486816
	Iteration 28Q: 3 clusters Score -8763767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8763775.000000 Penalty: 5333.486816
	Iteration 29Q: 3 clusters Score -8763775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -8763770.000000 Penalty: 5333.486816
	Iteration 30Q: 3 clusters Score -8763770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8763759.000000 Penalty: 5333.486816
	Iteration 31Q: 3 clusters Score -8763759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8763760.000000 Penalty: 5333.486816
	Iteration 32Q: 3 clusters Score -8763760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8763776.000000 Penalty: 5333.486816
	Iteration 33Q: 3 clusters Score -8763776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8763758.000000 Penalty: 5333.486816
	Iteration 34Q: 3 clusters Score -8763758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8763780.000000 Penalty: 5333.486816
	Iteration 35Q: 3 clusters Score -8763780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8763773.000000 Penalty: 5333.486816
	Iteration 36Q: 3 clusters Score -8763773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8763781.000000 Penalty: 5333.486816
	Iteration 37Q: 3 clusters Score -8763781 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -8763780.000000 Penalty: 5333.486816
	Iteration 38Q: 3 clusters Score -8763780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8763774.000000 Penalty: 5333.486816
	Iteration 39Q: 3 clusters Score -8763774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8763783.000000 Penalty: 5333.486816
	Iteration 40F: 3 clusters Score -8763783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8763780.000000 Penalty: 5333.486816
	Iteration 41Q: 3 clusters Score -8763780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8763775.000000 Penalty: 5333.486816
	Iteration 42Q: 3 clusters Score -8763775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -8763775.000000 Penalty: 5333.486816
	Iteration 43Q: 3 clusters Score -8763775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8763770.000000 Penalty: 5333.486816
	Iteration 44Q: 3 clusters Score -8763770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8763778.000000 Penalty: 5333.486816
	Iteration 45Q: 3 clusters Score -8763778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -8763782.000000 Penalty: 5333.486816
	Iteration 46Q: 3 clusters Score -8763782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8763769.000000 Penalty: 5333.486816
	Iteration 47Q: 3 clusters Score -8763769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -8763773.000000 Penalty: 5333.486816
	Iteration 48Q: 3 clusters Score -8763773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8763763.000000 Penalty: 5333.486816
	Iteration 49Q: 3 clusters Score -8763763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -8763758.000000 Penalty: 5333.486816
	Iteration 50Q: 3 clusters Score -8763758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8763762.000000 Penalty: 5333.486816
	Iteration 51Q: 3 clusters Score -8763762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8763762.000000 Penalty: 5333.486816
	Iteration 52F: 3 clusters Score -8763762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Entering Unmasked Estep 
Score: -200219.234375 Penalty: 1752.483765
	Iteration 0F: 2 clusters Score -200219.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -198145.750000 Penalty: 3504.967529
	Iteration 0F: 3 clusters Score -198145.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -198466.718750 Penalty: 3504.967529
	Iteration 1F: 3 clusters Score -198466.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -198557.953125 Penalty: 3504.967529
	Iteration 2F: 3 clusters Score -198558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -198609.984375 Penalty: 3504.967529
	Iteration 3Q: 3 clusters Score -198610 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -198640.531250 Penalty: 3504.967529
	Iteration 4Q: 3 clusters Score -198640.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -198660.203125 Penalty: 3504.967529
	Iteration 5Q: 3 clusters Score -198660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198671.875000 Penalty: 3504.967529
	Iteration 6Q: 3 clusters Score -198671.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198679.875000 Penalty: 3504.967529
	Iteration 7Q: 3 clusters Score -198679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198689.515625 Penalty: 3504.967529
	Iteration 8Q: 3 clusters Score -198689.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198702.656250 Penalty: 3504.967529
	Iteration 9Q: 3 clusters Score -198702.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198711.031250 Penalty: 3504.967529
	Iteration 10Q: 3 clusters Score -198711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -198715.328125 Penalty: 3504.967529
	Iteration 11Q: 3 clusters Score -198715.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -198721.375000 Penalty: 3504.967529
	Iteration 12Q: 3 clusters Score -198721.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -198724.750000 Penalty: 3504.967529
	Iteration 13Q: 3 clusters Score -198724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -198729.156250 Penalty: 3504.967529
	Iteration 14Q: 3 clusters Score -198729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198732.968750 Penalty: 3504.967529
	Iteration 15Q: 3 clusters Score -198733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -198733.656250 Penalty: 3504.967529
	Iteration 16Q: 3 clusters Score -198733.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198735.593750 Penalty: 3504.967529
	Iteration 17Q: 3 clusters Score -198735.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -198740.015625 Penalty: 3504.967529
	Iteration 18Q: 3 clusters Score -198740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -198741.546875 Penalty: 3504.967529
	Iteration 19Q: 3 clusters Score -198741.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -198742.531250 Penalty: 3504.967529
	Iteration 20F: 3 clusters Score -198742.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55556 members 
Entering Unmasked Estep 
Score: -10427240.000000 Penalty: 2709.436523
	Iteration 0F: 2 clusters Score -1.042724e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -10396115.000000 Penalty: 5418.873047
	Iteration 0F: 3 clusters Score -1.039612e+07 nChanged 25748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -10410345.000000 Penalty: 5418.873047
	Iteration 1F: 3 clusters Score -1.041034e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -10410932.000000 Penalty: 5418.873047
	Iteration 2Q: 3 clusters Score -1.041093e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -10411643.000000 Penalty: 5418.873047
	Iteration 3Q: 3 clusters Score -1.041164e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -10412278.000000 Penalty: 5418.873047
	Iteration 4Q: 3 clusters Score -1.041228e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -10412877.000000 Penalty: 5418.873047
	Iteration 5Q: 3 clusters Score -1.041288e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -10413771.000000 Penalty: 5418.873047
	Iteration 6Q: 3 clusters Score -1.041377e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -10414652.000000 Penalty: 5418.873047
	Iteration 7Q: 3 clusters Score -1.041465e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -10415740.000000 Penalty: 5418.873047
	Iteration 8Q: 3 clusters Score -1.041574e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -10417135.000000 Penalty: 5418.873047
	Iteration 9Q: 3 clusters Score -1.041714e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -10418752.000000 Penalty: 5418.873047
	Iteration 10Q: 3 clusters Score -1.041875e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -10420453.000000 Penalty: 5418.873047
	Iteration 11Q: 3 clusters Score -1.042045e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -10422007.000000 Penalty: 5418.873047
	Iteration 12Q: 3 clusters Score -1.042201e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -10422887.000000 Penalty: 5418.873047
	Iteration 13Q: 3 clusters Score -1.042289e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -10423357.000000 Penalty: 5418.873047
	Iteration 14Q: 3 clusters Score -1.042336e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -10423523.000000 Penalty: 5418.873047
	Iteration 15Q: 3 clusters Score -1.042352e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 46942 members 
Entering Unmasked Estep 
Score: -10423543.000000 Penalty: 5418.873047
	Iteration 16Q: 3 clusters Score -1.042354e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -10423988.000000 Penalty: 5418.873047
	Iteration 17Q: 3 clusters Score -1.042399e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -10424369.000000 Penalty: 5418.873047
	Iteration 18Q: 3 clusters Score -1.042437e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -10424634.000000 Penalty: 5418.873047
	Iteration 19Q: 3 clusters Score -1.042463e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -10424780.000000 Penalty: 5418.873047
	Iteration 20F: 3 clusters Score -1.042478e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -10424857.000000 Penalty: 5418.873047
	Iteration 21Q: 3 clusters Score -1.042486e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -10424911.000000 Penalty: 5418.873047
	Iteration 22Q: 3 clusters Score -1.042491e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -10424846.000000 Penalty: 5418.873047
	Iteration 23Q: 3 clusters Score -1.042485e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 53654 members 
Entering Unmasked Estep 
Score: -10424850.000000 Penalty: 5418.873047
	Iteration 24Q: 3 clusters Score -1.042485e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -10424897.000000 Penalty: 5418.873047
	Iteration 25Q: 3 clusters Score -1.04249e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -10424959.000000 Penalty: 5418.873047
	Iteration 26Q: 3 clusters Score -1.042496e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10425009.000000 Penalty: 5418.873047
	Iteration 27Q: 3 clusters Score -1.042501e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -10425050.000000 Penalty: 5418.873047
	Iteration 28Q: 3 clusters Score -1.042505e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -10425052.000000 Penalty: 5418.873047
	Iteration 29Q: 3 clusters Score -1.042505e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10425055.000000 Penalty: 5418.873047
	Iteration 30Q: 3 clusters Score -1.042506e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -10425078.000000 Penalty: 5418.873047
	Iteration 31Q: 3 clusters Score -1.042508e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54937 members 
Entering Unmasked Estep 
Score: -10425098.000000 Penalty: 5418.873047
	Iteration 32Q: 3 clusters Score -1.04251e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -10425120.000000 Penalty: 5418.873047
	Iteration 33Q: 3 clusters Score -1.042512e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -10425134.000000 Penalty: 5418.873047
	Iteration 34Q: 3 clusters Score -1.042513e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -10425154.000000 Penalty: 5418.873047
	Iteration 35Q: 3 clusters Score -1.042515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -10425157.000000 Penalty: 5418.873047
	Iteration 36Q: 3 clusters Score -1.042516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -10425149.000000 Penalty: 5418.873047
	Iteration 37Q: 3 clusters Score -1.042515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -10425149.000000 Penalty: 5418.873047
	Iteration 38Q: 3 clusters Score -1.042515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -10425156.000000 Penalty: 5418.873047
	Iteration 39Q: 3 clusters Score -1.042516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -10425162.000000 Penalty: 5418.873047
	Iteration 40F: 3 clusters Score -1.042516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -10425168.000000 Penalty: 5418.873047
	Iteration 41Q: 3 clusters Score -1.042517e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 55108 members 
Entering Unmasked Estep 
Score: -10425171.000000 Penalty: 5418.873047
	Iteration 42Q: 3 clusters Score -1.042517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -10425175.000000 Penalty: 5418.873047
	Iteration 43Q: 3 clusters Score -1.042518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -10425167.000000 Penalty: 5418.873047
	Iteration 44Q: 3 clusters Score -1.042517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -10425165.000000 Penalty: 5418.873047
	Iteration 45Q: 3 clusters Score -1.042516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -10425175.000000 Penalty: 5418.873047
	Iteration 46Q: 3 clusters Score -1.042518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 55115 members 
Entering Unmasked Estep 
Score: -10425181.000000 Penalty: 5418.873047
	Iteration 47Q: 3 clusters Score -1.042518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -10425169.000000 Penalty: 5418.873047
	Iteration 48Q: 3 clusters Score -1.042517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -10425168.000000 Penalty: 5418.873047
	Iteration 49Q: 3 clusters Score -1.042517e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 55122 members 
Entering Unmasked Estep 
Score: -10425168.000000 Penalty: 5418.873047
	Iteration 50F: 3 clusters Score -1.042517e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -1161404.375000 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -1161404 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 3081 members 
Entering Unmasked Estep 
Score: -1156058.125000 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -1156058 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1157376.625000 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -1157377 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1157610.500000 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -1157610 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1157733.125000 Penalty: 4338.450195
	Iteration 3Q: 3 clusters Score -1157733 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1157823.750000 Penalty: 4338.450195
	Iteration 4Q: 3 clusters Score -1157824 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1157895.625000 Penalty: 4338.450195
	Iteration 5Q: 3 clusters Score -1157896 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1157958.625000 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -1157959 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1158017.000000 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -1158017 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1158079.250000 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -1158079 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1158135.750000 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -1158136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1158200.125000 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -1158200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1158262.875000 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -1158263 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1158333.375000 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -1158333 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1158407.500000 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -1158408 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1158478.375000 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -1158478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1158565.625000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -1158566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1158654.750000 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -1158655 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1158748.000000 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -1158748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1158836.750000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -1158837 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1158925.875000 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -1158926 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1159021.375000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -1159021 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1159098.750000 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -1159099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1159154.250000 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -1159154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1159198.750000 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -1159199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1159237.875000 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -1159238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1159267.750000 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -1159268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1159305.375000 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -1159305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1159338.625000 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -1159339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1159358.500000 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -1159358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1159372.000000 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -1159372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1159387.375000 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -1159387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1159395.625000 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -1159396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1159404.000000 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -1159404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1159415.625000 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -1159416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1159423.750000 Penalty: 4338.450195
	Iteration 34Q: 3 clusters Score -1159424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1159430.875000 Penalty: 4338.450195
	Iteration 35Q: 3 clusters Score -1159431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1159440.625000 Penalty: 4338.450195
	Iteration 36Q: 3 clusters Score -1159441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1159444.375000 Penalty: 4338.450195
	Iteration 37Q: 3 clusters Score -1159444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1159448.250000 Penalty: 4338.450195
	Iteration 38Q: 3 clusters Score -1159448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1159454.000000 Penalty: 4338.450195
	Iteration 39Q: 3 clusters Score -1159454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1159459.000000 Penalty: 4338.450195
	Iteration 40F: 3 clusters Score -1159459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1159468.000000 Penalty: 4338.450195
	Iteration 41Q: 3 clusters Score -1159468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1159468.250000 Penalty: 4338.450195
	Iteration 42Q: 3 clusters Score -1159468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1159472.500000 Penalty: 4338.450195
	Iteration 43Q: 3 clusters Score -1159472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1159475.250000 Penalty: 4338.450195
	Iteration 44Q: 3 clusters Score -1159475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1159476.875000 Penalty: 4338.450195
	Iteration 45Q: 3 clusters Score -1159477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1159477.125000 Penalty: 4338.450195
	Iteration 46Q: 3 clusters Score -1159477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1159477.125000 Penalty: 4338.450195
	Iteration 47F: 3 clusters Score -1159477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Entering Unmasked Estep 
Score: -9193178.000000 Penalty: 2678.441406
	Iteration 0F: 2 clusters Score -9193178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -9162193.000000 Penalty: 5356.882812
	Iteration 0F: 3 clusters Score -9162193 nChanged 22470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -9174878.000000 Penalty: 5356.882812
	Iteration 1F: 3 clusters Score -9174878 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -9175427.000000 Penalty: 5356.882812
	Iteration 2Q: 3 clusters Score -9175427 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -9176021.000000 Penalty: 5356.882812
	Iteration 3Q: 3 clusters Score -9176021 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -9176629.000000 Penalty: 5356.882812
	Iteration 4Q: 3 clusters Score -9176629 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -9177473.000000 Penalty: 5356.882812
	Iteration 5Q: 3 clusters Score -9177473 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -9178479.000000 Penalty: 5356.882812
	Iteration 6Q: 3 clusters Score -9178479 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9179897.000000 Penalty: 5356.882812
	Iteration 7F: 3 clusters Score -9179897 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -9181369.000000 Penalty: 5356.882812
	Iteration 8F: 3 clusters Score -9181369 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -9183167.000000 Penalty: 5356.882812
	Iteration 9F: 3 clusters Score -9183167 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -9185073.000000 Penalty: 5356.882812
	Iteration 10Q: 3 clusters Score -9185073 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -9186465.000000 Penalty: 5356.882812
	Iteration 11Q: 3 clusters Score -9186465 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -9187566.000000 Penalty: 5356.882812
	Iteration 12Q: 3 clusters Score -9187566 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -9188303.000000 Penalty: 5356.882812
	Iteration 13Q: 3 clusters Score -9188303 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -9188884.000000 Penalty: 5356.882812
	Iteration 14Q: 3 clusters Score -9188884 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -9189289.000000 Penalty: 5356.882812
	Iteration 15Q: 3 clusters Score -9189289 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9189639.000000 Penalty: 5356.882812
	Iteration 16Q: 3 clusters Score -9189639 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -9189888.000000 Penalty: 5356.882812
	Iteration 17Q: 3 clusters Score -9189888 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -9190063.000000 Penalty: 5356.882812
	Iteration 18Q: 3 clusters Score -9190063 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -9190246.000000 Penalty: 5356.882812
	Iteration 19Q: 3 clusters Score -9190246 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -9190436.000000 Penalty: 5356.882812
	Iteration 20F: 3 clusters Score -9190436 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
Score: -9190607.000000 Penalty: 5356.882812
	Iteration 21Q: 3 clusters Score -9190607 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -9190723.000000 Penalty: 5356.882812
	Iteration 22Q: 3 clusters Score -9190723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9190842.000000 Penalty: 5356.882812
	Iteration 23Q: 3 clusters Score -9190842 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -9190908.000000 Penalty: 5356.882812
	Iteration 24Q: 3 clusters Score -9190908 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -9190951.000000 Penalty: 5356.882812
	Iteration 25Q: 3 clusters Score -9190951 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -9190969.000000 Penalty: 5356.882812
	Iteration 26Q: 3 clusters Score -9190969 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9190994.000000 Penalty: 5356.882812
	Iteration 27Q: 3 clusters Score -9190994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -9191023.000000 Penalty: 5356.882812
	Iteration 28Q: 3 clusters Score -9191023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -9191040.000000 Penalty: 5356.882812
	Iteration 29Q: 3 clusters Score -9191040 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -9191061.000000 Penalty: 5356.882812
	Iteration 30Q: 3 clusters Score -9191061 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9191063.000000 Penalty: 5356.882812
	Iteration 31Q: 3 clusters Score -9191063 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9191056.000000 Penalty: 5356.882812
	Iteration 32Q: 3 clusters Score -9191056 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -9191048.000000 Penalty: 5356.882812
	Iteration 33Q: 3 clusters Score -9191048 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 47834 members 
Entering Unmasked Estep 
Score: -9191069.000000 Penalty: 5356.882812
	Iteration 34Q: 3 clusters Score -9191069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -9191082.000000 Penalty: 5356.882812
	Iteration 35Q: 3 clusters Score -9191082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9191094.000000 Penalty: 5356.882812
	Iteration 36Q: 3 clusters Score -9191094 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9191091.000000 Penalty: 5356.882812
	Iteration 37Q: 3 clusters Score -9191091 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -9191094.000000 Penalty: 5356.882812
	Iteration 38Q: 3 clusters Score -9191094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -9191105.000000 Penalty: 5356.882812
	Iteration 39Q: 3 clusters Score -9191105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -9191105.000000 Penalty: 5356.882812
	Iteration 40F: 3 clusters Score -9191105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -9191115.000000 Penalty: 5356.882812
	Iteration 41Q: 3 clusters Score -9191115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -9191123.000000 Penalty: 5356.882812
	Iteration 42Q: 3 clusters Score -9191123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -9191127.000000 Penalty: 5356.882812
	Iteration 43Q: 3 clusters Score -9191127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9191124.000000 Penalty: 5356.882812
	Iteration 44Q: 3 clusters Score -9191124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9191132.000000 Penalty: 5356.882812
	Iteration 45Q: 3 clusters Score -9191132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9191128.000000 Penalty: 5356.882812
	Iteration 46Q: 3 clusters Score -9191128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -9191129.000000 Penalty: 5356.882812
	Iteration 47Q: 3 clusters Score -9191129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -9191127.000000 Penalty: 5356.882812
	Iteration 48Q: 3 clusters Score -9191127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -9191124.000000 Penalty: 5356.882812
	Iteration 49Q: 3 clusters Score -9191124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -9191118.000000 Penalty: 5356.882812
	Iteration 50Q: 3 clusters Score -9191118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -9191124.000000 Penalty: 5356.882812
	Iteration 51Q: 3 clusters Score -9191124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -9191122.000000 Penalty: 5356.882812
	Iteration 52Q: 3 clusters Score -9191122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -9191126.000000 Penalty: 5356.882812
	Iteration 53Q: 3 clusters Score -9191126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
Score: -9191139.000000 Penalty: 5356.882812
	Iteration 54Q: 3 clusters Score -9191139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -9191142.000000 Penalty: 5356.882812
	Iteration 55Q: 3 clusters Score -9191142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48216 members 
Entering Unmasked Estep 
Score: -9191130.000000 Penalty: 5356.882812
	Iteration 56Q: 3 clusters Score -9191130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -9191133.000000 Penalty: 5356.882812
	Iteration 57Q: 3 clusters Score -9191133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9191132.000000 Penalty: 5356.882812
	Iteration 58Q: 3 clusters Score -9191132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9191143.000000 Penalty: 5356.882812
	Iteration 59Q: 3 clusters Score -9191143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9191142.000000 Penalty: 5356.882812
	Iteration 60F: 3 clusters Score -9191142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -9191145.000000 Penalty: 5356.882812
	Iteration 61Q: 3 clusters Score -9191145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9191142.000000 Penalty: 5356.882812
	Iteration 62Q: 3 clusters Score -9191142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9191149.000000 Penalty: 5356.882812
	Iteration 63Q: 3 clusters Score -9191149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -9191147.000000 Penalty: 5356.882812
	Iteration 64Q: 3 clusters Score -9191147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9191149.000000 Penalty: 5356.882812
	Iteration 65Q: 3 clusters Score -9191149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9191149.000000 Penalty: 5356.882812
	Iteration 66Q: 3 clusters Score -9191149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9191144.000000 Penalty: 5356.882812
	Iteration 67Q: 3 clusters Score -9191144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -9191148.000000 Penalty: 5356.882812
	Iteration 68Q: 3 clusters Score -9191148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9191148.000000 Penalty: 5356.882812
	Iteration 69Q: 3 clusters Score -9191148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9191150.000000 Penalty: 5356.882812
	Iteration 70Q: 3 clusters Score -9191150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9191153.000000 Penalty: 5356.882812
	Iteration 71Q: 3 clusters Score -9191153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9191153.000000 Penalty: 5356.882812
	Iteration 72F: 3 clusters Score -9191153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (30830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Entering Unmasked Estep 
Score: -5731622.500000 Penalty: 2563.388428
	Iteration 0F: 2 clusters Score -5731622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5710486.000000 Penalty: 5126.776855
	Iteration 0F: 3 clusters Score -5710486 nChanged 13989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -5718309.500000 Penalty: 5126.776855
	Iteration 1F: 3 clusters Score -5718310 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -5718928.500000 Penalty: 5126.776855
	Iteration 2Q: 3 clusters Score -5718928 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -5719655.000000 Penalty: 5126.776855
	Iteration 3F: 3 clusters Score -5719655 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5720659.000000 Penalty: 5126.776855
	Iteration 4F: 3 clusters Score -5720659 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5722228.500000 Penalty: 5126.776855
	Iteration 5F: 3 clusters Score -5722228 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -5724372.000000 Penalty: 5126.776855
	Iteration 6F: 3 clusters Score -5724372 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -5726415.000000 Penalty: 5126.776855
	Iteration 7F: 3 clusters Score -5726415 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5727915.000000 Penalty: 5126.776855
	Iteration 8F: 3 clusters Score -5727915 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -5728700.500000 Penalty: 5126.776855
	Iteration 9Q: 3 clusters Score -5728700 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -5729035.000000 Penalty: 5126.776855
	Iteration 10Q: 3 clusters Score -5729035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -5729230.000000 Penalty: 5126.776855
	Iteration 11Q: 3 clusters Score -5729230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -5729325.500000 Penalty: 5126.776855
	Iteration 12Q: 3 clusters Score -5729326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -5729356.500000 Penalty: 5126.776855
	Iteration 13Q: 3 clusters Score -5729356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -5729384.500000 Penalty: 5126.776855
	Iteration 14Q: 3 clusters Score -5729384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -5729400.500000 Penalty: 5126.776855
	Iteration 15Q: 3 clusters Score -5729400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -5729422.000000 Penalty: 5126.776855
	Iteration 16Q: 3 clusters Score -5729422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -5729431.000000 Penalty: 5126.776855
	Iteration 17Q: 3 clusters Score -5729431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -5729441.000000 Penalty: 5126.776855
	Iteration 18Q: 3 clusters Score -5729441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5729449.500000 Penalty: 5126.776855
	Iteration 19Q: 3 clusters Score -5729450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -5729455.000000 Penalty: 5126.776855
	Iteration 20F: 3 clusters Score -5729455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5729450.500000 Penalty: 5126.776855
	Iteration 21Q: 3 clusters Score -5729450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -5729451.500000 Penalty: 5126.776855
	Iteration 22Q: 3 clusters Score -5729452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5729449.000000 Penalty: 5126.776855
	Iteration 23Q: 3 clusters Score -5729449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5729449.500000 Penalty: 5126.776855
	Iteration 24Q: 3 clusters Score -5729450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -5729458.500000 Penalty: 5126.776855
	Iteration 25Q: 3 clusters Score -5729458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -5729457.000000 Penalty: 5126.776855
	Iteration 26Q: 3 clusters Score -5729457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -5729459.000000 Penalty: 5126.776855
	Iteration 27Q: 3 clusters Score -5729459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -5729466.500000 Penalty: 5126.776855
	Iteration 28Q: 3 clusters Score -5729466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -5729466.000000 Penalty: 5126.776855
	Iteration 29Q: 3 clusters Score -5729466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 30349 members 
Entering Unmasked Estep 
Score: -5729470.000000 Penalty: 5126.776855
	Iteration 30Q: 3 clusters Score -5729470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -5729473.000000 Penalty: 5126.776855
	Iteration 31Q: 3 clusters Score -5729473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -5729485.000000 Penalty: 5126.776855
	Iteration 32Q: 3 clusters Score -5729485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5729486.000000 Penalty: 5126.776855
	Iteration 33Q: 3 clusters Score -5729486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -5729486.500000 Penalty: 5126.776855
	Iteration 34Q: 3 clusters Score -5729486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -5729497.500000 Penalty: 5126.776855
	Iteration 35Q: 3 clusters Score -5729498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5729505.000000 Penalty: 5126.776855
	Iteration 36Q: 3 clusters Score -5729505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -5729503.000000 Penalty: 5126.776855
	Iteration 37Q: 3 clusters Score -5729503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5729499.000000 Penalty: 5126.776855
	Iteration 38Q: 3 clusters Score -5729499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5729500.000000 Penalty: 5126.776855
	Iteration 39Q: 3 clusters Score -5729500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5729500.000000 Penalty: 5126.776855
	Iteration 40F: 3 clusters Score -5729500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -291057.062500 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -291057.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -288767.000000 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -288767 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -289373.218750 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -289373.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -289630.062500 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -289630.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289766.000000 Penalty: 3673.728516
	Iteration 3F: 3 clusters Score -289766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -289853.937500 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -289853.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -289906.812500 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -289906.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -289948.750000 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -289948.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -289984.906250 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -289984.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -290020.843750 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -290020.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -290057.625000 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -290057.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -290095.687500 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -290095.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -290120.062500 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -290120.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -290137.875000 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -290137.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -290153.687500 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -290153.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -290167.968750 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -290168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -290177.312500 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -290177.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -290197.437500 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -290197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -290206.250000 Penalty: 3673.728516
	Iteration 17Q: 3 clusters Score -290206.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -290216.156250 Penalty: 3673.728516
	Iteration 18Q: 3 clusters Score -290216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -290220.500000 Penalty: 3673.728516
	Iteration 19Q: 3 clusters Score -290220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -290222.375000 Penalty: 3673.728516
	Iteration 20F: 3 clusters Score -290222.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -290225.937500 Penalty: 3673.728516
	Iteration 21Q: 3 clusters Score -290225.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -290230.281250 Penalty: 3673.728516
	Iteration 22Q: 3 clusters Score -290230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -290232.281250 Penalty: 3673.728516
	Iteration 23Q: 3 clusters Score -290232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -290234.937500 Penalty: 3673.728516
	Iteration 24Q: 3 clusters Score -290234.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -290238.906250 Penalty: 3673.728516
	Iteration 25Q: 3 clusters Score -290238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -290245.406250 Penalty: 3673.728516
	Iteration 26Q: 3 clusters Score -290245.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -290248.437500 Penalty: 3673.728516
	Iteration 27Q: 3 clusters Score -290248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -290249.031250 Penalty: 3673.728516
	Iteration 28Q: 3 clusters Score -290249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -290250.406250 Penalty: 3673.728516
	Iteration 29Q: 3 clusters Score -290250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -290254.687500 Penalty: 3673.728516
	Iteration 30Q: 3 clusters Score -290254.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -290260.093750 Penalty: 3673.728516
	Iteration 31Q: 3 clusters Score -290260.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -290265.781250 Penalty: 3673.728516
	Iteration 32Q: 3 clusters Score -290265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -290267.218750 Penalty: 3673.728516
	Iteration 33Q: 3 clusters Score -290267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -290267.593750 Penalty: 3673.728516
	Iteration 34Q: 3 clusters Score -290267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -290267.968750 Penalty: 3673.728516
	Iteration 35Q: 3 clusters Score -290268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -290269.593750 Penalty: 3673.728516
	Iteration 36Q: 3 clusters Score -290269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -290271.750000 Penalty: 3673.728516
	Iteration 37Q: 3 clusters Score -290271.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -290273.031250 Penalty: 3673.728516
	Iteration 38Q: 3 clusters Score -290273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -290273.031250 Penalty: 3673.728516
	Iteration 39F: 3 clusters Score -290273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26124 members 
Entering Unmasked Estep 
Score: -4895170.000000 Penalty: 2522.311035
	Iteration 0F: 2 clusters Score -4895170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4877243.500000 Penalty: 5044.622070
	Iteration 0F: 3 clusters Score -4877244 nChanged 11615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -4883503.500000 Penalty: 5044.622070
	Iteration 1F: 3 clusters Score -4883504 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4883933.000000 Penalty: 5044.622070
	Iteration 2Q: 3 clusters Score -4883933 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4884269.000000 Penalty: 5044.622070
	Iteration 3Q: 3 clusters Score -4884269 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -4884595.500000 Penalty: 5044.622070
	Iteration 4Q: 3 clusters Score -4884596 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -4884929.500000 Penalty: 5044.622070
	Iteration 5Q: 3 clusters Score -4884930 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -4885314.500000 Penalty: 5044.622070
	Iteration 6Q: 3 clusters Score -4885314 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4885871.000000 Penalty: 5044.622070
	Iteration 7Q: 3 clusters Score -4885871 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4886521.000000 Penalty: 5044.622070
	Iteration 8Q: 3 clusters Score -4886521 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -4887323.000000 Penalty: 5044.622070
	Iteration 9F: 3 clusters Score -4887323 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -4888378.500000 Penalty: 5044.622070
	Iteration 10F: 3 clusters Score -4888378 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4889557.000000 Penalty: 5044.622070
	Iteration 11F: 3 clusters Score -4889557 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4890568.500000 Penalty: 5044.622070
	Iteration 12Q: 3 clusters Score -4890568 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4891237.000000 Penalty: 5044.622070
	Iteration 13Q: 3 clusters Score -4891237 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -4891655.000000 Penalty: 5044.622070
	Iteration 14Q: 3 clusters Score -4891655 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4891901.000000 Penalty: 5044.622070
	Iteration 15Q: 3 clusters Score -4891901 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -4892093.500000 Penalty: 5044.622070
	Iteration 16Q: 3 clusters Score -4892094 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -4892184.000000 Penalty: 5044.622070
	Iteration 17Q: 3 clusters Score -4892184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4892265.000000 Penalty: 5044.622070
	Iteration 18Q: 3 clusters Score -4892265 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4892346.500000 Penalty: 5044.622070
	Iteration 19Q: 3 clusters Score -4892346 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -4892414.500000 Penalty: 5044.622070
	Iteration 20F: 3 clusters Score -4892414 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -4892454.000000 Penalty: 5044.622070
	Iteration 21Q: 3 clusters Score -4892454 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4892497.000000 Penalty: 5044.622070
	Iteration 22Q: 3 clusters Score -4892497 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4892556.000000 Penalty: 5044.622070
	Iteration 23Q: 3 clusters Score -4892556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4892599.500000 Penalty: 5044.622070
	Iteration 24Q: 3 clusters Score -4892600 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -4892644.500000 Penalty: 5044.622070
	Iteration 25Q: 3 clusters Score -4892644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -4892676.000000 Penalty: 5044.622070
	Iteration 26Q: 3 clusters Score -4892676 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -4892712.500000 Penalty: 5044.622070
	Iteration 27Q: 3 clusters Score -4892712 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -4892731.500000 Penalty: 5044.622070
	Iteration 28Q: 3 clusters Score -4892732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -4892755.000000 Penalty: 5044.622070
	Iteration 29Q: 3 clusters Score -4892755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -4892782.500000 Penalty: 5044.622070
	Iteration 30Q: 3 clusters Score -4892782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4892796.500000 Penalty: 5044.622070
	Iteration 31Q: 3 clusters Score -4892796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -4892821.500000 Penalty: 5044.622070
	Iteration 32Q: 3 clusters Score -4892822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -4892840.500000 Penalty: 5044.622070
	Iteration 33Q: 3 clusters Score -4892840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -4892862.500000 Penalty: 5044.622070
	Iteration 34Q: 3 clusters Score -4892862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -4892876.500000 Penalty: 5044.622070
	Iteration 35Q: 3 clusters Score -4892876 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -4892892.000000 Penalty: 5044.622070
	Iteration 36Q: 3 clusters Score -4892892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -4892901.000000 Penalty: 5044.622070
	Iteration 37Q: 3 clusters Score -4892901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4892908.500000 Penalty: 5044.622070
	Iteration 38Q: 3 clusters Score -4892908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -4892934.500000 Penalty: 5044.622070
	Iteration 39Q: 3 clusters Score -4892934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -4892936.500000 Penalty: 5044.622070
	Iteration 40F: 3 clusters Score -4892936 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -4892953.500000 Penalty: 5044.622070
	Iteration 41Q: 3 clusters Score -4892954 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -4892966.500000 Penalty: 5044.622070
	Iteration 42Q: 3 clusters Score -4892966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4892969.500000 Penalty: 5044.622070
	Iteration 43Q: 3 clusters Score -4892970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4892973.000000 Penalty: 5044.622070
	Iteration 44Q: 3 clusters Score -4892973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -4892973.500000 Penalty: 5044.622070
	Iteration 45Q: 3 clusters Score -4892974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4892982.500000 Penalty: 5044.622070
	Iteration 46Q: 3 clusters Score -4892982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -4892981.000000 Penalty: 5044.622070
	Iteration 47Q: 3 clusters Score -4892981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4892988.500000 Penalty: 5044.622070
	Iteration 48Q: 3 clusters Score -4892988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4892985.500000 Penalty: 5044.622070
	Iteration 49Q: 3 clusters Score -4892986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -4892986.500000 Penalty: 5044.622070
	Iteration 50Q: 3 clusters Score -4892986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -4892987.500000 Penalty: 5044.622070
	Iteration 51Q: 3 clusters Score -4892988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -4892990.000000 Penalty: 5044.622070
	Iteration 52Q: 3 clusters Score -4892990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4892998.000000 Penalty: 5044.622070
	Iteration 53Q: 3 clusters Score -4892998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4892990.000000 Penalty: 5044.622070
	Iteration 54Q: 3 clusters Score -4892990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4892991.500000 Penalty: 5044.622070
	Iteration 55Q: 3 clusters Score -4892992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4892993.500000 Penalty: 5044.622070
	Iteration 56Q: 3 clusters Score -4892994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4892996.000000 Penalty: 5044.622070
	Iteration 57Q: 3 clusters Score -4892996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4893001.500000 Penalty: 5044.622070
	Iteration 58Q: 3 clusters Score -4893002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4893002.000000 Penalty: 5044.622070
	Iteration 59Q: 3 clusters Score -4893002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -4893020.500000 Penalty: 5044.622070
	Iteration 60F: 3 clusters Score -4893020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -4893027.000000 Penalty: 5044.622070
	Iteration 61Q: 3 clusters Score -4893027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4893031.000000 Penalty: 5044.622070
	Iteration 62Q: 3 clusters Score -4893031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4893043.000000 Penalty: 5044.622070
	Iteration 63Q: 3 clusters Score -4893043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4893045.500000 Penalty: 5044.622070
	Iteration 64Q: 3 clusters Score -4893046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4893056.000000 Penalty: 5044.622070
	Iteration 65Q: 3 clusters Score -4893056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4893049.500000 Penalty: 5044.622070
	Iteration 66Q: 3 clusters Score -4893050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4893057.000000 Penalty: 5044.622070
	Iteration 67Q: 3 clusters Score -4893057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -4893058.000000 Penalty: 5044.622070
	Iteration 68Q: 3 clusters Score -4893058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4893058.000000 Penalty: 5044.622070
	Iteration 69Q: 3 clusters Score -4893058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -4893063.500000 Penalty: 5044.622070
	Iteration 70Q: 3 clusters Score -4893064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -4893064.500000 Penalty: 5044.622070
	Iteration 71Q: 3 clusters Score -4893064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4893066.000000 Penalty: 5044.622070
	Iteration 72Q: 3 clusters Score -4893066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4893066.000000 Penalty: 5044.622070
	Iteration 73F: 3 clusters Score -4893066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Entering Unmasked Estep 
Score: -7550584.000000 Penalty: 2632.730469
	Iteration 0F: 2 clusters Score -7550584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7523026.500000 Penalty: 5265.460938
	Iteration 0F: 3 clusters Score -7523026 nChanged 18672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -7533266.500000 Penalty: 5265.460938
	Iteration 1F: 3 clusters Score -7533266 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -7533760.000000 Penalty: 5265.460938
	Iteration 2Q: 3 clusters Score -7533760 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7534141.000000 Penalty: 5265.460938
	Iteration 3Q: 3 clusters Score -7534141 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -7534490.000000 Penalty: 5265.460938
	Iteration 4Q: 3 clusters Score -7534490 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7534843.000000 Penalty: 5265.460938
	Iteration 5Q: 3 clusters Score -7534843 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -7535197.500000 Penalty: 5265.460938
	Iteration 6Q: 3 clusters Score -7535198 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -7535591.000000 Penalty: 5265.460938
	Iteration 7Q: 3 clusters Score -7535591 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -7536049.500000 Penalty: 5265.460938
	Iteration 8Q: 3 clusters Score -7536050 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -7536738.000000 Penalty: 5265.460938
	Iteration 9Q: 3 clusters Score -7536738 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -7537703.500000 Penalty: 5265.460938
	Iteration 10Q: 3 clusters Score -7537704 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -7539086.500000 Penalty: 5265.460938
	Iteration 11F: 3 clusters Score -7539086 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -7540621.500000 Penalty: 5265.460938
	Iteration 12F: 3 clusters Score -7540622 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -7541916.000000 Penalty: 5265.460938
	Iteration 13Q: 3 clusters Score -7541916 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -7542763.500000 Penalty: 5265.460938
	Iteration 14Q: 3 clusters Score -7542764 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -7543268.500000 Penalty: 5265.460938
	Iteration 15Q: 3 clusters Score -7543268 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -7543694.500000 Penalty: 5265.460938
	Iteration 16Q: 3 clusters Score -7543694 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -7544135.000000 Penalty: 5265.460938
	Iteration 17Q: 3 clusters Score -7544135 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -7544498.000000 Penalty: 5265.460938
	Iteration 18Q: 3 clusters Score -7544498 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7544947.500000 Penalty: 5265.460938
	Iteration 19Q: 3 clusters Score -7544948 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -7545459.000000 Penalty: 5265.460938
	Iteration 20F: 3 clusters Score -7545459 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -7546022.000000 Penalty: 5265.460938
	Iteration 21Q: 3 clusters Score -7546022 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -7546616.000000 Penalty: 5265.460938
	Iteration 22Q: 3 clusters Score -7546616 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -7547125.500000 Penalty: 5265.460938
	Iteration 23Q: 3 clusters Score -7547126 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -7547563.000000 Penalty: 5265.460938
	Iteration 24Q: 3 clusters Score -7547563 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7547913.000000 Penalty: 5265.460938
	Iteration 25Q: 3 clusters Score -7547913 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -7548140.500000 Penalty: 5265.460938
	Iteration 26Q: 3 clusters Score -7548140 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -7548306.000000 Penalty: 5265.460938
	Iteration 27Q: 3 clusters Score -7548306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -7548399.000000 Penalty: 5265.460938
	Iteration 28Q: 3 clusters Score -7548399 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -7548464.500000 Penalty: 5265.460938
	Iteration 29Q: 3 clusters Score -7548464 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7548488.000000 Penalty: 5265.460938
	Iteration 30Q: 3 clusters Score -7548488 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -7548504.500000 Penalty: 5265.460938
	Iteration 31Q: 3 clusters Score -7548504 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -7548529.500000 Penalty: 5265.460938
	Iteration 32Q: 3 clusters Score -7548530 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7548548.000000 Penalty: 5265.460938
	Iteration 33Q: 3 clusters Score -7548548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -7548544.500000 Penalty: 5265.460938
	Iteration 34Q: 3 clusters Score -7548544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7548546.000000 Penalty: 5265.460938
	Iteration 35Q: 3 clusters Score -7548546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -7548545.000000 Penalty: 5265.460938
	Iteration 36Q: 3 clusters Score -7548545 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -7548541.000000 Penalty: 5265.460938
	Iteration 37Q: 3 clusters Score -7548541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -7548547.000000 Penalty: 5265.460938
	Iteration 38Q: 3 clusters Score -7548547 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -7548570.500000 Penalty: 5265.460938
	Iteration 39Q: 3 clusters Score -7548570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7548596.000000 Penalty: 5265.460938
	Iteration 40F: 3 clusters Score -7548596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7548593.000000 Penalty: 5265.460938
	Iteration 41Q: 3 clusters Score -7548593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 37639 members 
Entering Unmasked Estep 
Score: -7548597.500000 Penalty: 5265.460938
	Iteration 42Q: 3 clusters Score -7548598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -7548600.500000 Penalty: 5265.460938
	Iteration 43Q: 3 clusters Score -7548600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
Score: -7548613.500000 Penalty: 5265.460938
	Iteration 44Q: 3 clusters Score -7548614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -7548618.000000 Penalty: 5265.460938
	Iteration 45Q: 3 clusters Score -7548618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7548628.000000 Penalty: 5265.460938
	Iteration 46Q: 3 clusters Score -7548628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7548622.500000 Penalty: 5265.460938
	Iteration 47Q: 3 clusters Score -7548622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7548627.000000 Penalty: 5265.460938
	Iteration 48Q: 3 clusters Score -7548627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7548627.500000 Penalty: 5265.460938
	Iteration 49Q: 3 clusters Score -7548628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -7548630.000000 Penalty: 5265.460938
	Iteration 50Q: 3 clusters Score -7548630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -7548627.000000 Penalty: 5265.460938
	Iteration 51Q: 3 clusters Score -7548627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -7548634.000000 Penalty: 5265.460938
	Iteration 52Q: 3 clusters Score -7548634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -7548622.000000 Penalty: 5265.460938
	Iteration 53Q: 3 clusters Score -7548622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -7548631.000000 Penalty: 5265.460938
	Iteration 54Q: 3 clusters Score -7548631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -7548627.500000 Penalty: 5265.460938
	Iteration 55Q: 3 clusters Score -7548628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -7548622.500000 Penalty: 5265.460938
	Iteration 56Q: 3 clusters Score -7548622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7548629.500000 Penalty: 5265.460938
	Iteration 57Q: 3 clusters Score -7548630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -7548628.500000 Penalty: 5265.460938
	Iteration 58Q: 3 clusters Score -7548628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -7548628.500000 Penalty: 5265.460938
	Iteration 59F: 3 clusters Score -7548628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -35952.355469 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35952.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36208.644531 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36208.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36365.375000 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36365.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36448.281250 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36448.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36496.980469 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36496.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36512.453125 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36512.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36518.277344 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36518.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36519.210938 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36519.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36519.210938 Penalty: 3001.836182
	Iteration 8F: 3 clusters Score -36519.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Entering Unmasked Estep 
Score: -4835402.000000 Penalty: 2526.434814
	Iteration 0F: 2 clusters Score -4835402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4817208.500000 Penalty: 5052.869629
	Iteration 0F: 3 clusters Score -4817208 nChanged 11815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4823625.000000 Penalty: 5052.869629
	Iteration 1F: 3 clusters Score -4823625 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4823982.000000 Penalty: 5052.869629
	Iteration 2Q: 3 clusters Score -4823982 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -4824282.500000 Penalty: 5052.869629
	Iteration 3Q: 3 clusters Score -4824282 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -4824607.000000 Penalty: 5052.869629
	Iteration 4Q: 3 clusters Score -4824607 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -4825027.000000 Penalty: 5052.869629
	Iteration 5Q: 3 clusters Score -4825027 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -4825578.500000 Penalty: 5052.869629
	Iteration 6Q: 3 clusters Score -4825578 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -4826207.000000 Penalty: 5052.869629
	Iteration 7Q: 3 clusters Score -4826207 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4827044.000000 Penalty: 5052.869629
	Iteration 8Q: 3 clusters Score -4827044 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4828083.000000 Penalty: 5052.869629
	Iteration 9F: 3 clusters Score -4828083 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -4829225.500000 Penalty: 5052.869629
	Iteration 10F: 3 clusters Score -4829226 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4830381.500000 Penalty: 5052.869629
	Iteration 11F: 3 clusters Score -4830382 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4831417.500000 Penalty: 5052.869629
	Iteration 12Q: 3 clusters Score -4831418 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -4832115.500000 Penalty: 5052.869629
	Iteration 13Q: 3 clusters Score -4832116 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -4832569.500000 Penalty: 5052.869629
	Iteration 14Q: 3 clusters Score -4832570 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4832828.500000 Penalty: 5052.869629
	Iteration 15Q: 3 clusters Score -4832828 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4832980.500000 Penalty: 5052.869629
	Iteration 16Q: 3 clusters Score -4832980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -4833050.000000 Penalty: 5052.869629
	Iteration 17Q: 3 clusters Score -4833050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4833091.500000 Penalty: 5052.869629
	Iteration 18Q: 3 clusters Score -4833092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4833147.000000 Penalty: 5052.869629
	Iteration 19Q: 3 clusters Score -4833147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -4833181.000000 Penalty: 5052.869629
	Iteration 20F: 3 clusters Score -4833181 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -4833208.500000 Penalty: 5052.869629
	Iteration 21Q: 3 clusters Score -4833208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4833232.500000 Penalty: 5052.869629
	Iteration 22Q: 3 clusters Score -4833232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -4833247.000000 Penalty: 5052.869629
	Iteration 23Q: 3 clusters Score -4833247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4833265.000000 Penalty: 5052.869629
	Iteration 24Q: 3 clusters Score -4833265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4833280.500000 Penalty: 5052.869629
	Iteration 25Q: 3 clusters Score -4833280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -4833289.000000 Penalty: 5052.869629
	Iteration 26Q: 3 clusters Score -4833289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -4833298.500000 Penalty: 5052.869629
	Iteration 27Q: 3 clusters Score -4833298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -4833302.000000 Penalty: 5052.869629
	Iteration 28Q: 3 clusters Score -4833302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4833299.000000 Penalty: 5052.869629
	Iteration 29Q: 3 clusters Score -4833299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4833299.000000 Penalty: 5052.869629
	Iteration 30F: 3 clusters Score -4833299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Entering Unmasked Estep 
Score: -1276854.125000 Penalty: 2189.865723
	Iteration 0F: 2 clusters Score -1276854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1271207.625000 Penalty: 4379.731445
	Iteration 0F: 3 clusters Score -1271208 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1272863.750000 Penalty: 4379.731445
	Iteration 1F: 3 clusters Score -1272864 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1273258.375000 Penalty: 4379.731445
	Iteration 2F: 3 clusters Score -1273258 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1273571.500000 Penalty: 4379.731445
	Iteration 3F: 3 clusters Score -1273572 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1273834.625000 Penalty: 4379.731445
	Iteration 4F: 3 clusters Score -1273835 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1274079.750000 Penalty: 4379.731445
	Iteration 5F: 3 clusters Score -1274080 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1274364.500000 Penalty: 4379.731445
	Iteration 6Q: 3 clusters Score -1274364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1274626.875000 Penalty: 4379.731445
	Iteration 7Q: 3 clusters Score -1274627 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1274877.500000 Penalty: 4379.731445
	Iteration 8Q: 3 clusters Score -1274878 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1275074.875000 Penalty: 4379.731445
	Iteration 9Q: 3 clusters Score -1275075 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1275198.500000 Penalty: 4379.731445
	Iteration 10Q: 3 clusters Score -1275198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1275274.875000 Penalty: 4379.731445
	Iteration 11Q: 3 clusters Score -1275275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1275331.000000 Penalty: 4379.731445
	Iteration 12Q: 3 clusters Score -1275331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1275362.500000 Penalty: 4379.731445
	Iteration 13Q: 3 clusters Score -1275362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1275378.000000 Penalty: 4379.731445
	Iteration 14Q: 3 clusters Score -1275378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1275381.375000 Penalty: 4379.731445
	Iteration 15Q: 3 clusters Score -1275381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1275389.125000 Penalty: 4379.731445
	Iteration 16Q: 3 clusters Score -1275389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1275397.750000 Penalty: 4379.731445
	Iteration 17Q: 3 clusters Score -1275398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1275402.375000 Penalty: 4379.731445
	Iteration 18Q: 3 clusters Score -1275402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1275407.000000 Penalty: 4379.731445
	Iteration 19Q: 3 clusters Score -1275407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1275410.500000 Penalty: 4379.731445
	Iteration 20F: 3 clusters Score -1275410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1275410.000000 Penalty: 4379.731445
	Iteration 21Q: 3 clusters Score -1275410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1275411.250000 Penalty: 4379.731445
	Iteration 22Q: 3 clusters Score -1275411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1275412.500000 Penalty: 4379.731445
	Iteration 23Q: 3 clusters Score -1275412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1275413.625000 Penalty: 4379.731445
	Iteration 24Q: 3 clusters Score -1275414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1275412.750000 Penalty: 4379.731445
	Iteration 25Q: 3 clusters Score -1275413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1275412.750000 Penalty: 4379.731445
	Iteration 26Q: 3 clusters Score -1275413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1275412.750000 Penalty: 4379.731445
	Iteration 27F: 3 clusters Score -1275413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Entering Unmasked Estep 
Score: -8890071.000000 Penalty: 2670.019775
	Iteration 0F: 2 clusters Score -8890071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8860082.000000 Penalty: 5340.039551
	Iteration 0F: 3 clusters Score -8860082 nChanged 21806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -8872166.000000 Penalty: 5340.039551
	Iteration 1F: 3 clusters Score -8872166 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -8872858.000000 Penalty: 5340.039551
	Iteration 2Q: 3 clusters Score -8872858 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8873587.000000 Penalty: 5340.039551
	Iteration 3Q: 3 clusters Score -8873587 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8874532.000000 Penalty: 5340.039551
	Iteration 4Q: 3 clusters Score -8874532 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -8875760.000000 Penalty: 5340.039551
	Iteration 5F: 3 clusters Score -8875760 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -8877572.000000 Penalty: 5340.039551
	Iteration 6F: 3 clusters Score -8877572 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -8879957.000000 Penalty: 5340.039551
	Iteration 7F: 3 clusters Score -8879957 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -8882734.000000 Penalty: 5340.039551
	Iteration 8F: 3 clusters Score -8882734 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -8884812.000000 Penalty: 5340.039551
	Iteration 9F: 3 clusters Score -8884812 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -8885594.000000 Penalty: 5340.039551
	Iteration 10Q: 3 clusters Score -8885594 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -8885873.000000 Penalty: 5340.039551
	Iteration 11Q: 3 clusters Score -8885873 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -8886017.000000 Penalty: 5340.039551
	Iteration 12Q: 3 clusters Score -8886017 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -8886151.000000 Penalty: 5340.039551
	Iteration 13Q: 3 clusters Score -8886151 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -8886227.000000 Penalty: 5340.039551
	Iteration 14Q: 3 clusters Score -8886227 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8886300.000000 Penalty: 5340.039551
	Iteration 15Q: 3 clusters Score -8886300 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -8886343.000000 Penalty: 5340.039551
	Iteration 16Q: 3 clusters Score -8886343 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -8886388.000000 Penalty: 5340.039551
	Iteration 17Q: 3 clusters Score -8886388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -8886414.000000 Penalty: 5340.039551
	Iteration 18Q: 3 clusters Score -8886414 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -8886463.000000 Penalty: 5340.039551
	Iteration 19Q: 3 clusters Score -8886463 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -8886495.000000 Penalty: 5340.039551
	Iteration 20F: 3 clusters Score -8886495 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -8886535.000000 Penalty: 5340.039551
	Iteration 21Q: 3 clusters Score -8886535 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8886566.000000 Penalty: 5340.039551
	Iteration 22Q: 3 clusters Score -8886566 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34767 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -8886603.000000 Penalty: 5340.039551
	Iteration 23Q: 3 clusters Score -8886603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8886627.000000 Penalty: 5340.039551
	Iteration 24Q: 3 clusters Score -8886627 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -8886671.000000 Penalty: 5340.039551
	Iteration 25Q: 3 clusters Score -8886671 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8886681.000000 Penalty: 5340.039551
	Iteration 26Q: 3 clusters Score -8886681 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -8886713.000000 Penalty: 5340.039551
	Iteration 27Q: 3 clusters Score -8886713 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -8886736.000000 Penalty: 5340.039551
	Iteration 28Q: 3 clusters Score -8886736 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -8886774.000000 Penalty: 5340.039551
	Iteration 29Q: 3 clusters Score -8886774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8886778.000000 Penalty: 5340.039551
	Iteration 30Q: 3 clusters Score -8886778 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -8886827.000000 Penalty: 5340.039551
	Iteration 31Q: 3 clusters Score -8886827 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8886849.000000 Penalty: 5340.039551
	Iteration 32Q: 3 clusters Score -8886849 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8886887.000000 Penalty: 5340.039551
	Iteration 33Q: 3 clusters Score -8886887 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -8886914.000000 Penalty: 5340.039551
	Iteration 34Q: 3 clusters Score -8886914 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -8886955.000000 Penalty: 5340.039551
	Iteration 35Q: 3 clusters Score -8886955 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -8886986.000000 Penalty: 5340.039551
	Iteration 36Q: 3 clusters Score -8886986 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -8886998.000000 Penalty: 5340.039551
	Iteration 37Q: 3 clusters Score -8886998 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -8887044.000000 Penalty: 5340.039551
	Iteration 38Q: 3 clusters Score -8887044 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -8887041.000000 Penalty: 5340.039551
	Iteration 39Q: 3 clusters Score -8887041 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -8887100.000000 Penalty: 5340.039551
	Iteration 40F: 3 clusters Score -8887100 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8887203.000000 Penalty: 5340.039551
	Iteration 41Q: 3 clusters Score -8887203 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -8887231.000000 Penalty: 5340.039551
	Iteration 42Q: 3 clusters Score -8887231 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -8887268.000000 Penalty: 5340.039551
	Iteration 43Q: 3 clusters Score -8887268 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -8887311.000000 Penalty: 5340.039551
	Iteration 44Q: 3 clusters Score -8887311 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8887366.000000 Penalty: 5340.039551
	Iteration 45Q: 3 clusters Score -8887366 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -8887408.000000 Penalty: 5340.039551
	Iteration 46Q: 3 clusters Score -8887408 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -8887435.000000 Penalty: 5340.039551
	Iteration 47Q: 3 clusters Score -8887435 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -8887482.000000 Penalty: 5340.039551
	Iteration 48Q: 3 clusters Score -8887482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -8887569.000000 Penalty: 5340.039551
	Iteration 49Q: 3 clusters Score -8887569 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -8887598.000000 Penalty: 5340.039551
	Iteration 50Q: 3 clusters Score -8887598 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8887647.000000 Penalty: 5340.039551
	Iteration 51Q: 3 clusters Score -8887647 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -8887683.000000 Penalty: 5340.039551
	Iteration 52Q: 3 clusters Score -8887683 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -8887725.000000 Penalty: 5340.039551
	Iteration 53Q: 3 clusters Score -8887725 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8887793.000000 Penalty: 5340.039551
	Iteration 54Q: 3 clusters Score -8887793 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -8887807.000000 Penalty: 5340.039551
	Iteration 55Q: 3 clusters Score -8887807 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -8887878.000000 Penalty: 5340.039551
	Iteration 56Q: 3 clusters Score -8887878 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8887894.000000 Penalty: 5340.039551
	Iteration 57Q: 3 clusters Score -8887894 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -8887926.000000 Penalty: 5340.039551
	Iteration 58Q: 3 clusters Score -8887926 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -8887947.000000 Penalty: 5340.039551
	Iteration 59Q: 3 clusters Score -8887947 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8887996.000000 Penalty: 5340.039551
	Iteration 60F: 3 clusters Score -8887996 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8888016.000000 Penalty: 5340.039551
	Iteration 61Q: 3 clusters Score -8888016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -8888057.000000 Penalty: 5340.039551
	Iteration 62Q: 3 clusters Score -8888057 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8888119.000000 Penalty: 5340.039551
	Iteration 63Q: 3 clusters Score -8888119 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8888172.000000 Penalty: 5340.039551
	Iteration 64Q: 3 clusters Score -8888172 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8888221.000000 Penalty: 5340.039551
	Iteration 65Q: 3 clusters Score -8888221 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8888254.000000 Penalty: 5340.039551
	Iteration 66Q: 3 clusters Score -8888254 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8888266.000000 Penalty: 5340.039551
	Iteration 67Q: 3 clusters Score -8888266 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8888305.000000 Penalty: 5340.039551
	Iteration 68Q: 3 clusters Score -8888305 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8888297.000000 Penalty: 5340.039551
	Iteration 69Q: 3 clusters Score -8888297 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8888302.000000 Penalty: 5340.039551
	Iteration 70Q: 3 clusters Score -8888302 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8888334.000000 Penalty: 5340.039551
	Iteration 71Q: 3 clusters Score -8888334 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45785 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8888308.000000 Penalty: 5340.039551
	Iteration 72Q: 3 clusters Score -8888308 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8888299.000000 Penalty: 5340.039551
	Iteration 73Q: 3 clusters Score -8888299 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8888329.000000 Penalty: 5340.039551
	Iteration 74Q: 3 clusters Score -8888329 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8888321.000000 Penalty: 5340.039551
	Iteration 75Q: 3 clusters Score -8888321 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8888324.000000 Penalty: 5340.039551
	Iteration 76Q: 3 clusters Score -8888324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8888326.000000 Penalty: 5340.039551
	Iteration 77Q: 3 clusters Score -8888326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8888297.000000 Penalty: 5340.039551
	Iteration 78Q: 3 clusters Score -8888297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8888298.000000 Penalty: 5340.039551
	Iteration 79Q: 3 clusters Score -8888298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8888300.000000 Penalty: 5340.039551
	Iteration 80F: 3 clusters Score -8888300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8888294.000000 Penalty: 5340.039551
	Iteration 81Q: 3 clusters Score -8888294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8888299.000000 Penalty: 5340.039551
	Iteration 82Q: 3 clusters Score -8888299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8888301.000000 Penalty: 5340.039551
	Iteration 83Q: 3 clusters Score -8888301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8888312.000000 Penalty: 5340.039551
	Iteration 84Q: 3 clusters Score -8888312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8888309.000000 Penalty: 5340.039551
	Iteration 85Q: 3 clusters Score -8888309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8888305.000000 Penalty: 5340.039551
	Iteration 86Q: 3 clusters Score -8888305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8888307.000000 Penalty: 5340.039551
	Iteration 87Q: 3 clusters Score -8888307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8888304.000000 Penalty: 5340.039551
	Iteration 88Q: 3 clusters Score -8888304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8888302.000000 Penalty: 5340.039551
	Iteration 89Q: 3 clusters Score -8888302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8888299.000000 Penalty: 5340.039551
	Iteration 90Q: 3 clusters Score -8888299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8888302.000000 Penalty: 5340.039551
	Iteration 91Q: 3 clusters Score -8888302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8888298.000000 Penalty: 5340.039551
	Iteration 92Q: 3 clusters Score -8888298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8888303.000000 Penalty: 5340.039551
	Iteration 93Q: 3 clusters Score -8888303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8888293.000000 Penalty: 5340.039551
	Iteration 94Q: 3 clusters Score -8888293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8888289.000000 Penalty: 5340.039551
	Iteration 95Q: 3 clusters Score -8888289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8888280.000000 Penalty: 5340.039551
	Iteration 96Q: 3 clusters Score -8888280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8888291.000000 Penalty: 5340.039551
	Iteration 97Q: 3 clusters Score -8888291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8888285.000000 Penalty: 5340.039551
	Iteration 98Q: 3 clusters Score -8888285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8888287.000000 Penalty: 5340.039551
	Iteration 99Q: 3 clusters Score -8888287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8888288.000000 Penalty: 5340.039551
	Iteration 100F: 3 clusters Score -8888288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8888284.000000 Penalty: 5340.039551
	Iteration 101Q: 3 clusters Score -8888284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8888279.000000 Penalty: 5340.039551
	Iteration 102Q: 3 clusters Score -8888279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8888287.000000 Penalty: 5340.039551
	Iteration 103Q: 3 clusters Score -8888287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8888293.000000 Penalty: 5340.039551
	Iteration 104Q: 3 clusters Score -8888293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8888298.000000 Penalty: 5340.039551
	Iteration 105Q: 3 clusters Score -8888298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8888294.000000 Penalty: 5340.039551
	Iteration 106Q: 3 clusters Score -8888294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8888300.000000 Penalty: 5340.039551
	Iteration 107Q: 3 clusters Score -8888300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8888302.000000 Penalty: 5340.039551
	Iteration 108Q: 3 clusters Score -8888302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8888303.000000 Penalty: 5340.039551
	Iteration 109Q: 3 clusters Score -8888303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8888302.000000 Penalty: 5340.039551
	Iteration 110Q: 3 clusters Score -8888302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8888300.000000 Penalty: 5340.039551
	Iteration 111Q: 3 clusters Score -8888300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8888300.000000 Penalty: 5340.039551
	Iteration 112F: 3 clusters Score -8888300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Entering Unmasked Estep 
Score: -1044552.812500 Penalty: 2140.325195
	Iteration 0F: 2 clusters Score -1044553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1039611.062500 Penalty: 4280.650391
	Iteration 0F: 3 clusters Score -1039611 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1040780.625000 Penalty: 4280.650391
	Iteration 1F: 3 clusters Score -1040781 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1040964.812500 Penalty: 4280.650391
	Iteration 2F: 3 clusters Score -1040965 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1041097.625000 Penalty: 4280.650391
	Iteration 3Q: 3 clusters Score -1041098 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1041202.375000 Penalty: 4280.650391
	Iteration 4Q: 3 clusters Score -1041202 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1041302.562500 Penalty: 4280.650391
	Iteration 5Q: 3 clusters Score -1041303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1041389.437500 Penalty: 4280.650391
	Iteration 6Q: 3 clusters Score -1041389 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1041479.937500 Penalty: 4280.650391
	Iteration 7Q: 3 clusters Score -1041480 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1041579.562500 Penalty: 4280.650391
	Iteration 8Q: 3 clusters Score -1041580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1041675.437500 Penalty: 4280.650391
	Iteration 9Q: 3 clusters Score -1041675 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1041775.687500 Penalty: 4280.650391
	Iteration 10Q: 3 clusters Score -1041776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1041866.875000 Penalty: 4280.650391
	Iteration 11Q: 3 clusters Score -1041867 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1041970.375000 Penalty: 4280.650391
	Iteration 12Q: 3 clusters Score -1041970 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1042069.937500 Penalty: 4280.650391
	Iteration 13Q: 3 clusters Score -1042070 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1042162.625000 Penalty: 4280.650391
	Iteration 14Q: 3 clusters Score -1042163 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1042253.937500 Penalty: 4280.650391
	Iteration 15Q: 3 clusters Score -1042254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1042344.250000 Penalty: 4280.650391
	Iteration 16Q: 3 clusters Score -1042344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1042419.500000 Penalty: 4280.650391
	Iteration 17Q: 3 clusters Score -1042420 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1042478.312500 Penalty: 4280.650391
	Iteration 18Q: 3 clusters Score -1042478 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1042524.187500 Penalty: 4280.650391
	Iteration 19Q: 3 clusters Score -1042524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1042557.312500 Penalty: 4280.650391
	Iteration 20F: 3 clusters Score -1042557 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1042581.500000 Penalty: 4280.650391
	Iteration 21Q: 3 clusters Score -1042582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1042614.625000 Penalty: 4280.650391
	Iteration 22Q: 3 clusters Score -1042615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1042637.437500 Penalty: 4280.650391
	Iteration 23Q: 3 clusters Score -1042637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1042665.062500 Penalty: 4280.650391
	Iteration 24Q: 3 clusters Score -1042665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1042680.250000 Penalty: 4280.650391
	Iteration 25Q: 3 clusters Score -1042680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1042694.750000 Penalty: 4280.650391
	Iteration 26Q: 3 clusters Score -1042695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1042709.500000 Penalty: 4280.650391
	Iteration 27Q: 3 clusters Score -1042710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1042717.875000 Penalty: 4280.650391
	Iteration 28Q: 3 clusters Score -1042718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1042731.625000 Penalty: 4280.650391
	Iteration 29Q: 3 clusters Score -1042732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1042744.750000 Penalty: 4280.650391
	Iteration 30Q: 3 clusters Score -1042745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1042755.875000 Penalty: 4280.650391
	Iteration 31Q: 3 clusters Score -1042756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1042760.312500 Penalty: 4280.650391
	Iteration 32Q: 3 clusters Score -1042760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1042764.625000 Penalty: 4280.650391
	Iteration 33Q: 3 clusters Score -1042765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1042769.812500 Penalty: 4280.650391
	Iteration 34Q: 3 clusters Score -1042770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1042774.687500 Penalty: 4280.650391
	Iteration 35Q: 3 clusters Score -1042775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1042775.750000 Penalty: 4280.650391
	Iteration 36Q: 3 clusters Score -1042776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1042775.750000 Penalty: 4280.650391
	Iteration 37F: 3 clusters Score -1042776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -414779.312500 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -414779.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -411918.781250 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -411918.8 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -412468.125000 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -412468.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412644.875000 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -412644.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -412728.062500 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -412728.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412797.593750 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -412797.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -412850.406250 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -412850.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -412892.468750 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -412892.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -412922.187500 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -412922.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -412947.937500 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -412947.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -412972.656250 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -412972.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -412989.218750 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -412989.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -412999.906250 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -412999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -413006.656250 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -413006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -413011.656250 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -413011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -413017.343750 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -413017.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -413019.218750 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -413019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413020.062500 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -413020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -413021.718750 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -413021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -413024.406250 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -413024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -413025.281250 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -413025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -413025.812500 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -413025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -413026.343750 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -413026.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -413027.562500 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -413027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -413029.312500 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -413029.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -413031.625000 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -413031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -413032.718750 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -413032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -413035.250000 Penalty: 3848.768555
	Iteration 26Q: 3 clusters Score -413035.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -413038.250000 Penalty: 3848.768555
	Iteration 27Q: 3 clusters Score -413038.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -413039.812500 Penalty: 3848.768555
	Iteration 28Q: 3 clusters Score -413039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -413043.406250 Penalty: 3848.768555
	Iteration 29Q: 3 clusters Score -413043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -413045.781250 Penalty: 3848.768555
	Iteration 30Q: 3 clusters Score -413045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -413046.906250 Penalty: 3848.768555
	Iteration 31Q: 3 clusters Score -413046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -413050.500000 Penalty: 3848.768555
	Iteration 32Q: 3 clusters Score -413050.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -413052.375000 Penalty: 3848.768555
	Iteration 33Q: 3 clusters Score -413052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -413054.687500 Penalty: 3848.768555
	Iteration 34Q: 3 clusters Score -413054.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -413056.562500 Penalty: 3848.768555
	Iteration 35Q: 3 clusters Score -413056.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -413056.562500 Penalty: 3848.768555
	Iteration 36F: 3 clusters Score -413056.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -817527.000000 Penalty: 2080.899170
	Iteration 0F: 2 clusters Score -817527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -813416.875000 Penalty: 4161.798340
	Iteration 0F: 3 clusters Score -813416.9 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -814354.312500 Penalty: 4161.798340
	Iteration 1F: 3 clusters Score -814354.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -814544.375000 Penalty: 4161.798340
	Iteration 2F: 3 clusters Score -814544.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -814679.437500 Penalty: 4161.798340
	Iteration 3Q: 3 clusters Score -814679.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -814806.687500 Penalty: 4161.798340
	Iteration 4Q: 3 clusters Score -814806.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -814907.375000 Penalty: 4161.798340
	Iteration 5Q: 3 clusters Score -814907.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -814975.250000 Penalty: 4161.798340
	Iteration 6Q: 3 clusters Score -814975.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -815029.562500 Penalty: 4161.798340
	Iteration 7Q: 3 clusters Score -815029.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -815084.000000 Penalty: 4161.798340
	Iteration 8Q: 3 clusters Score -815084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -815146.750000 Penalty: 4161.798340
	Iteration 9Q: 3 clusters Score -815146.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -815206.187500 Penalty: 4161.798340
	Iteration 10Q: 3 clusters Score -815206.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -815259.000000 Penalty: 4161.798340
	Iteration 11Q: 3 clusters Score -815259 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -815316.187500 Penalty: 4161.798340
	Iteration 12Q: 3 clusters Score -815316.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -815373.250000 Penalty: 4161.798340
	Iteration 13Q: 3 clusters Score -815373.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -815419.437500 Penalty: 4161.798340
	Iteration 14Q: 3 clusters Score -815419.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -815460.375000 Penalty: 4161.798340
	Iteration 15Q: 3 clusters Score -815460.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -815493.937500 Penalty: 4161.798340
	Iteration 16Q: 3 clusters Score -815493.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -815536.062500 Penalty: 4161.798340
	Iteration 17Q: 3 clusters Score -815536.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -815567.875000 Penalty: 4161.798340
	Iteration 18Q: 3 clusters Score -815567.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -815606.437500 Penalty: 4161.798340
	Iteration 19Q: 3 clusters Score -815606.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -815646.812500 Penalty: 4161.798340
	Iteration 20F: 3 clusters Score -815646.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -815678.187500 Penalty: 4161.798340
	Iteration 21Q: 3 clusters Score -815678.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -815709.250000 Penalty: 4161.798340
	Iteration 22Q: 3 clusters Score -815709.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -815733.187500 Penalty: 4161.798340
	Iteration 23Q: 3 clusters Score -815733.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -815747.625000 Penalty: 4161.798340
	Iteration 24Q: 3 clusters Score -815747.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -815762.312500 Penalty: 4161.798340
	Iteration 25Q: 3 clusters Score -815762.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -815779.875000 Penalty: 4161.798340
	Iteration 26Q: 3 clusters Score -815779.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -815794.125000 Penalty: 4161.798340
	Iteration 27Q: 3 clusters Score -815794.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -815803.437500 Penalty: 4161.798340
	Iteration 28Q: 3 clusters Score -815803.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -815812.937500 Penalty: 4161.798340
	Iteration 29Q: 3 clusters Score -815812.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -815822.937500 Penalty: 4161.798340
	Iteration 30Q: 3 clusters Score -815822.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -815832.000000 Penalty: 4161.798340
	Iteration 31Q: 3 clusters Score -815832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -815838.937500 Penalty: 4161.798340
	Iteration 32Q: 3 clusters Score -815838.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -815846.687500 Penalty: 4161.798340
	Iteration 33Q: 3 clusters Score -815846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -815858.187500 Penalty: 4161.798340
	Iteration 34Q: 3 clusters Score -815858.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -815867.625000 Penalty: 4161.798340
	Iteration 35Q: 3 clusters Score -815867.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -815874.750000 Penalty: 4161.798340
	Iteration 36Q: 3 clusters Score -815874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -815881.562500 Penalty: 4161.798340
	Iteration 37Q: 3 clusters Score -815881.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -815888.187500 Penalty: 4161.798340
	Iteration 38Q: 3 clusters Score -815888.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -815894.687500 Penalty: 4161.798340
	Iteration 39Q: 3 clusters Score -815894.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -815898.562500 Penalty: 4161.798340
	Iteration 40F: 3 clusters Score -815898.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -815899.312500 Penalty: 4161.798340
	Iteration 41Q: 3 clusters Score -815899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -815899.250000 Penalty: 4161.798340
	Iteration 42Q: 3 clusters Score -815899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -815901.187500 Penalty: 4161.798340
	Iteration 43Q: 3 clusters Score -815901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -815901.562500 Penalty: 4161.798340
	Iteration 44Q: 3 clusters Score -815901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -815904.187500 Penalty: 4161.798340
	Iteration 45Q: 3 clusters Score -815904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -815904.687500 Penalty: 4161.798340
	Iteration 46Q: 3 clusters Score -815904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -815905.687500 Penalty: 4161.798340
	Iteration 47Q: 3 clusters Score -815905.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -815909.687500 Penalty: 4161.798340
	Iteration 48Q: 3 clusters Score -815909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -815908.812500 Penalty: 4161.798340
	Iteration 49Q: 3 clusters Score -815908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -815909.375000 Penalty: 4161.798340
	Iteration 50Q: 3 clusters Score -815909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -815909.375000 Penalty: 4161.798340
	Iteration 51F: 3 clusters Score -815909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Entering Unmasked Estep 
Score: -9216269.000000 Penalty: 2677.747559
	Iteration 0F: 2 clusters Score -9216269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -9185707.000000 Penalty: 5355.495117
	Iteration 0F: 3 clusters Score -9185707 nChanged 22512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9198284.000000 Penalty: 5355.495117
	Iteration 1F: 3 clusters Score -9198284 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -9198846.000000 Penalty: 5355.495117
	Iteration 2Q: 3 clusters Score -9198846 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -9199395.000000 Penalty: 5355.495117
	Iteration 3Q: 3 clusters Score -9199395 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -9200003.000000 Penalty: 5355.495117
	Iteration 4Q: 3 clusters Score -9200003 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -9200576.000000 Penalty: 5355.495117
	Iteration 5Q: 3 clusters Score -9200576 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -9201316.000000 Penalty: 5355.495117
	Iteration 6Q: 3 clusters Score -9201316 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -9202122.000000 Penalty: 5355.495117
	Iteration 7Q: 3 clusters Score -9202122 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9203110.000000 Penalty: 5355.495117
	Iteration 8Q: 3 clusters Score -9203110 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -9204264.000000 Penalty: 5355.495117
	Iteration 9Q: 3 clusters Score -9204264 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -9205566.000000 Penalty: 5355.495117
	Iteration 10Q: 3 clusters Score -9205566 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -9207068.000000 Penalty: 5355.495117
	Iteration 11Q: 3 clusters Score -9207068 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -9208517.000000 Penalty: 5355.495117
	Iteration 12Q: 3 clusters Score -9208517 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -9209655.000000 Penalty: 5355.495117
	Iteration 13Q: 3 clusters Score -9209655 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -9210391.000000 Penalty: 5355.495117
	Iteration 14Q: 3 clusters Score -9210391 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -9210848.000000 Penalty: 5355.495117
	Iteration 15Q: 3 clusters Score -9210848 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -9211343.000000 Penalty: 5355.495117
	Iteration 16Q: 3 clusters Score -9211343 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -9211822.000000 Penalty: 5355.495117
	Iteration 17Q: 3 clusters Score -9211822 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -9212237.000000 Penalty: 5355.495117
	Iteration 18Q: 3 clusters Score -9212237 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -9212607.000000 Penalty: 5355.495117
	Iteration 19Q: 3 clusters Score -9212607 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -9212927.000000 Penalty: 5355.495117
	Iteration 20F: 3 clusters Score -9212927 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -9213203.000000 Penalty: 5355.495117
	Iteration 21Q: 3 clusters Score -9213203 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -9213372.000000 Penalty: 5355.495117
	Iteration 22Q: 3 clusters Score -9213372 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -9213599.000000 Penalty: 5355.495117
	Iteration 23Q: 3 clusters Score -9213599 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -9213741.000000 Penalty: 5355.495117
	Iteration 24Q: 3 clusters Score -9213741 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -9213886.000000 Penalty: 5355.495117
	Iteration 25Q: 3 clusters Score -9213886 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -9214005.000000 Penalty: 5355.495117
	Iteration 26Q: 3 clusters Score -9214005 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -9214089.000000 Penalty: 5355.495117
	Iteration 27Q: 3 clusters Score -9214089 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -9214138.000000 Penalty: 5355.495117
	Iteration 28Q: 3 clusters Score -9214138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -9214194.000000 Penalty: 5355.495117
	Iteration 29Q: 3 clusters Score -9214194 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -9214205.000000 Penalty: 5355.495117
	Iteration 30Q: 3 clusters Score -9214205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -9214233.000000 Penalty: 5355.495117
	Iteration 31Q: 3 clusters Score -9214233 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -9214251.000000 Penalty: 5355.495117
	Iteration 32Q: 3 clusters Score -9214251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9214257.000000 Penalty: 5355.495117
	Iteration 33Q: 3 clusters Score -9214257 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -9214266.000000 Penalty: 5355.495117
	Iteration 34Q: 3 clusters Score -9214266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -9214296.000000 Penalty: 5355.495117
	Iteration 35Q: 3 clusters Score -9214296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -9214283.000000 Penalty: 5355.495117
	Iteration 36Q: 3 clusters Score -9214283 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9214279.000000 Penalty: 5355.495117
	Iteration 37Q: 3 clusters Score -9214279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -9214292.000000 Penalty: 5355.495117
	Iteration 38Q: 3 clusters Score -9214292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9214282.000000 Penalty: 5355.495117
	Iteration 39Q: 3 clusters Score -9214282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9214296.000000 Penalty: 5355.495117
	Iteration 40F: 3 clusters Score -9214296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -9214294.000000 Penalty: 5355.495117
	Iteration 41Q: 3 clusters Score -9214294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -9214292.000000 Penalty: 5355.495117
	Iteration 42Q: 3 clusters Score -9214292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9214297.000000 Penalty: 5355.495117
	Iteration 43Q: 3 clusters Score -9214297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9214299.000000 Penalty: 5355.495117
	Iteration 44Q: 3 clusters Score -9214299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9214308.000000 Penalty: 5355.495117
	Iteration 45Q: 3 clusters Score -9214308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9214308.000000 Penalty: 5355.495117
	Iteration 46Q: 3 clusters Score -9214308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9214307.000000 Penalty: 5355.495117
	Iteration 47Q: 3 clusters Score -9214307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9214307.000000 Penalty: 5355.495117
	Iteration 48F: 3 clusters Score -9214307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1098680.125000 Penalty: 2154.778320
	Iteration 0F: 2 clusters Score -1098680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1093604.625000 Penalty: 4309.556641
	Iteration 0F: 3 clusters Score -1093605 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1094978.750000 Penalty: 4309.556641
	Iteration 1F: 3 clusters Score -1094979 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1095217.750000 Penalty: 4309.556641
	Iteration 2F: 3 clusters Score -1095218 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1095360.500000 Penalty: 4309.556641
	Iteration 3Q: 3 clusters Score -1095360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1095446.875000 Penalty: 4309.556641
	Iteration 4Q: 3 clusters Score -1095447 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1095522.875000 Penalty: 4309.556641
	Iteration 5Q: 3 clusters Score -1095523 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1095590.500000 Penalty: 4309.556641
	Iteration 6Q: 3 clusters Score -1095590 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1095653.125000 Penalty: 4309.556641
	Iteration 7Q: 3 clusters Score -1095653 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1095712.000000 Penalty: 4309.556641
	Iteration 8Q: 3 clusters Score -1095712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1095762.250000 Penalty: 4309.556641
	Iteration 9Q: 3 clusters Score -1095762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1095820.750000 Penalty: 4309.556641
	Iteration 10Q: 3 clusters Score -1095821 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1095871.500000 Penalty: 4309.556641
	Iteration 11Q: 3 clusters Score -1095872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1095927.750000 Penalty: 4309.556641
	Iteration 12Q: 3 clusters Score -1095928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1095979.250000 Penalty: 4309.556641
	Iteration 13Q: 3 clusters Score -1095979 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1096032.750000 Penalty: 4309.556641
	Iteration 14Q: 3 clusters Score -1096033 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1096075.375000 Penalty: 4309.556641
	Iteration 15Q: 3 clusters Score -1096075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1096125.125000 Penalty: 4309.556641
	Iteration 16Q: 3 clusters Score -1096125 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1096190.875000 Penalty: 4309.556641
	Iteration 17Q: 3 clusters Score -1096191 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1096241.625000 Penalty: 4309.556641
	Iteration 18Q: 3 clusters Score -1096242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1096302.625000 Penalty: 4309.556641
	Iteration 19Q: 3 clusters Score -1096303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1096357.125000 Penalty: 4309.556641
	Iteration 20F: 3 clusters Score -1096357 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1096415.125000 Penalty: 4309.556641
	Iteration 21Q: 3 clusters Score -1096415 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1096474.750000 Penalty: 4309.556641
	Iteration 22Q: 3 clusters Score -1096475 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1096535.125000 Penalty: 4309.556641
	Iteration 23Q: 3 clusters Score -1096535 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1096582.000000 Penalty: 4309.556641
	Iteration 24Q: 3 clusters Score -1096582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1096620.500000 Penalty: 4309.556641
	Iteration 25Q: 3 clusters Score -1096620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1096658.750000 Penalty: 4309.556641
	Iteration 26Q: 3 clusters Score -1096659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1096686.875000 Penalty: 4309.556641
	Iteration 27Q: 3 clusters Score -1096687 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1096716.000000 Penalty: 4309.556641
	Iteration 28Q: 3 clusters Score -1096716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1096749.125000 Penalty: 4309.556641
	Iteration 29Q: 3 clusters Score -1096749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1096787.625000 Penalty: 4309.556641
	Iteration 30Q: 3 clusters Score -1096788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1096817.375000 Penalty: 4309.556641
	Iteration 31Q: 3 clusters Score -1096817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1096833.875000 Penalty: 4309.556641
	Iteration 32Q: 3 clusters Score -1096834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1096852.000000 Penalty: 4309.556641
	Iteration 33Q: 3 clusters Score -1096852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1096869.625000 Penalty: 4309.556641
	Iteration 34Q: 3 clusters Score -1096870 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1096889.375000 Penalty: 4309.556641
	Iteration 35Q: 3 clusters Score -1096889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1096903.625000 Penalty: 4309.556641
	Iteration 36Q: 3 clusters Score -1096904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1096914.625000 Penalty: 4309.556641
	Iteration 37Q: 3 clusters Score -1096915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1096924.000000 Penalty: 4309.556641
	Iteration 38Q: 3 clusters Score -1096924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1096936.875000 Penalty: 4309.556641
	Iteration 39Q: 3 clusters Score -1096937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1096946.125000 Penalty: 4309.556641
	Iteration 40F: 3 clusters Score -1096946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1096957.750000 Penalty: 4309.556641
	Iteration 41Q: 3 clusters Score -1096958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1096967.125000 Penalty: 4309.556641
	Iteration 42Q: 3 clusters Score -1096967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1096974.875000 Penalty: 4309.556641
	Iteration 43Q: 3 clusters Score -1096975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1096977.875000 Penalty: 4309.556641
	Iteration 44Q: 3 clusters Score -1096978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1096980.000000 Penalty: 4309.556641
	Iteration 45Q: 3 clusters Score -1096980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1096982.500000 Penalty: 4309.556641
	Iteration 46Q: 3 clusters Score -1096982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1096983.625000 Penalty: 4309.556641
	Iteration 47Q: 3 clusters Score -1096984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1096987.250000 Penalty: 4309.556641
	Iteration 48Q: 3 clusters Score -1096987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1096991.375000 Penalty: 4309.556641
	Iteration 49Q: 3 clusters Score -1096991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1096998.250000 Penalty: 4309.556641
	Iteration 50Q: 3 clusters Score -1096998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1097001.875000 Penalty: 4309.556641
	Iteration 51Q: 3 clusters Score -1097002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1097001.875000 Penalty: 4309.556641
	Iteration 52Q: 3 clusters Score -1097002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1097006.250000 Penalty: 4309.556641
	Iteration 53Q: 3 clusters Score -1097006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1097006.875000 Penalty: 4309.556641
	Iteration 54Q: 3 clusters Score -1097007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1097007.125000 Penalty: 4309.556641
	Iteration 55Q: 3 clusters Score -1097007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1097008.375000 Penalty: 4309.556641
	Iteration 56Q: 3 clusters Score -1097008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1097007.875000 Penalty: 4309.556641
	Iteration 57Q: 3 clusters Score -1097008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1097009.625000 Penalty: 4309.556641
	Iteration 58Q: 3 clusters Score -1097010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1097009.625000 Penalty: 4309.556641
	Iteration 59F: 3 clusters Score -1097010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Entering Unmasked Estep 
Score: -8161141.000000 Penalty: 2649.848877
	Iteration 0F: 2 clusters Score -8161141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -8132008.000000 Penalty: 5299.697754
	Iteration 0F: 3 clusters Score -8132008 nChanged 20057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -8142861.000000 Penalty: 5299.697754
	Iteration 1F: 3 clusters Score -8142861 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -8143377.500000 Penalty: 5299.697754
	Iteration 2Q: 3 clusters Score -8143378 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8143888.000000 Penalty: 5299.697754
	Iteration 3Q: 3 clusters Score -8143888 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8144556.500000 Penalty: 5299.697754
	Iteration 4Q: 3 clusters Score -8144556 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -8145369.000000 Penalty: 5299.697754
	Iteration 5Q: 3 clusters Score -8145369 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -8146425.000000 Penalty: 5299.697754
	Iteration 6Q: 3 clusters Score -8146425 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -8148102.000000 Penalty: 5299.697754
	Iteration 7F: 3 clusters Score -8148102 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -8150528.500000 Penalty: 5299.697754
	Iteration 8F: 3 clusters Score -8150528 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8153840.500000 Penalty: 5299.697754
	Iteration 9F: 3 clusters Score -8153840 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8156732.500000 Penalty: 5299.697754
	Iteration 10F: 3 clusters Score -8156732 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8158106.500000 Penalty: 5299.697754
	Iteration 11Q: 3 clusters Score -8158106 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -8158764.000000 Penalty: 5299.697754
	Iteration 12Q: 3 clusters Score -8158764 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -8159060.000000 Penalty: 5299.697754
	Iteration 13Q: 3 clusters Score -8159060 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -8159226.000000 Penalty: 5299.697754
	Iteration 14Q: 3 clusters Score -8159226 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -8159361.000000 Penalty: 5299.697754
	Iteration 15Q: 3 clusters Score -8159361 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -8159443.000000 Penalty: 5299.697754
	Iteration 16Q: 3 clusters Score -8159443 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -8159466.500000 Penalty: 5299.697754
	Iteration 17Q: 3 clusters Score -8159466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -8159467.000000 Penalty: 5299.697754
	Iteration 18Q: 3 clusters Score -8159467 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -8159489.000000 Penalty: 5299.697754
	Iteration 19Q: 3 clusters Score -8159489 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8159497.500000 Penalty: 5299.697754
	Iteration 20F: 3 clusters Score -8159498 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8159504.500000 Penalty: 5299.697754
	Iteration 21Q: 3 clusters Score -8159504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -8159491.500000 Penalty: 5299.697754
	Iteration 22Q: 3 clusters Score -8159492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -8159502.000000 Penalty: 5299.697754
	Iteration 23Q: 3 clusters Score -8159502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -8159492.500000 Penalty: 5299.697754
	Iteration 24Q: 3 clusters Score -8159492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -8159495.500000 Penalty: 5299.697754
	Iteration 25Q: 3 clusters Score -8159496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8159505.000000 Penalty: 5299.697754
	Iteration 26Q: 3 clusters Score -8159505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -8159498.500000 Penalty: 5299.697754
	Iteration 27Q: 3 clusters Score -8159498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -8159501.000000 Penalty: 5299.697754
	Iteration 28Q: 3 clusters Score -8159501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -8159503.500000 Penalty: 5299.697754
	Iteration 29Q: 3 clusters Score -8159504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -8159506.000000 Penalty: 5299.697754
	Iteration 30Q: 3 clusters Score -8159506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -8159503.500000 Penalty: 5299.697754
	Iteration 31Q: 3 clusters Score -8159504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -8159506.500000 Penalty: 5299.697754
	Iteration 32Q: 3 clusters Score -8159506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8159507.000000 Penalty: 5299.697754
	Iteration 33Q: 3 clusters Score -8159507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -8159512.500000 Penalty: 5299.697754
	Iteration 34Q: 3 clusters Score -8159512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -8159516.000000 Penalty: 5299.697754
	Iteration 35Q: 3 clusters Score -8159516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -8159496.000000 Penalty: 5299.697754
	Iteration 36Q: 3 clusters Score -8159496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -8159491.500000 Penalty: 5299.697754
	Iteration 37Q: 3 clusters Score -8159492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -8159501.000000 Penalty: 5299.697754
	Iteration 38Q: 3 clusters Score -8159501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -8159494.500000 Penalty: 5299.697754
	Iteration 39Q: 3 clusters Score -8159494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -8159494.500000 Penalty: 5299.697754
	Iteration 40F: 3 clusters Score -8159494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -8159498.500000 Penalty: 5299.697754
	Iteration 41Q: 3 clusters Score -8159498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -8159494.500000 Penalty: 5299.697754
	Iteration 42Q: 3 clusters Score -8159494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -8159491.000000 Penalty: 5299.697754
	Iteration 43Q: 3 clusters Score -8159491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -8159490.500000 Penalty: 5299.697754
	Iteration 44Q: 3 clusters Score -8159490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -8159494.500000 Penalty: 5299.697754
	Iteration 45Q: 3 clusters Score -8159494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -8159488.000000 Penalty: 5299.697754
	Iteration 46Q: 3 clusters Score -8159488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -8159488.500000 Penalty: 5299.697754
	Iteration 47Q: 3 clusters Score -8159488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -8159488.000000 Penalty: 5299.697754
	Iteration 48Q: 3 clusters Score -8159488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8159486.000000 Penalty: 5299.697754
	Iteration 49Q: 3 clusters Score -8159486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8159486.000000 Penalty: 5299.697754
	Iteration 50F: 3 clusters Score -8159486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117580.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -115945.703125 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115945.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -116225.976562 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116436.429688 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116436.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116549.242188 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -116549.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -116631.554688 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -116631.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -116736.218750 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -116736.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -116802.500000 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -116802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -116818.640625 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -116818.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -116829.171875 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -116829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -116836.906250 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -116836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -116839.554688 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -116839.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -116839.554688 Penalty: 3234.228271
	Iteration 11F: 3 clusters Score -116839.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (47610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Entering Unmasked Estep 
Score: -8908748.000000 Penalty: 2671.157715
	Iteration 0F: 2 clusters Score -8908748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8879008.000000 Penalty: 5342.315430
	Iteration 0F: 3 clusters Score -8879008 nChanged 21926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -8891316.000000 Penalty: 5342.315430
	Iteration 1F: 3 clusters Score -8891316 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -8892425.000000 Penalty: 5342.315430
	Iteration 2Q: 3 clusters Score -8892425 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -8893953.000000 Penalty: 5342.315430
	Iteration 3F: 3 clusters Score -8893953 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -8896381.000000 Penalty: 5342.315430
	Iteration 4F: 3 clusters Score -8896381 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -8899603.000000 Penalty: 5342.315430
	Iteration 5F: 3 clusters Score -8899603 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8903654.000000 Penalty: 5342.315430
	Iteration 6F: 3 clusters Score -8903654 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -8906809.000000 Penalty: 5342.315430
	Iteration 7F: 3 clusters Score -8906809 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8908245.000000 Penalty: 5342.315430
	Iteration 8Q: 3 clusters Score -8908245 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -8908679.000000 Penalty: 5342.315430
	Iteration 9Q: 3 clusters Score -8908679 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8908866.000000 Penalty: 5342.315430
	Iteration 10Q: 3 clusters Score -8908866 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -8908936.000000 Penalty: 5342.315430
	Iteration 11Q: 3 clusters Score -8908936 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -8909063.000000 Penalty: 5342.315430
	Iteration 12Q: 3 clusters Score -8909063 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -8909056.000000 Penalty: 5342.315430
	Iteration 13Q: 3 clusters Score -8909056 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -8909062.000000 Penalty: 5342.315430
	Iteration 14Q: 3 clusters Score -8909062 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -8909046.000000 Penalty: 5342.315430
	Iteration 15Q: 3 clusters Score -8909046 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8909086.000000 Penalty: 5342.315430
	Iteration 16Q: 3 clusters Score -8909086 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -8909099.000000 Penalty: 5342.315430
	Iteration 17Q: 3 clusters Score -8909099 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -8909102.000000 Penalty: 5342.315430
	Iteration 18Q: 3 clusters Score -8909102 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8909094.000000 Penalty: 5342.315430
	Iteration 19Q: 3 clusters Score -8909094 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8909059.000000 Penalty: 5342.315430
	Iteration 20F: 3 clusters Score -8909059 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8909030.000000 Penalty: 5342.315430
	Iteration 21Q: 3 clusters Score -8909030 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8909019.000000 Penalty: 5342.315430
	Iteration 22Q: 3 clusters Score -8909019 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8908964.000000 Penalty: 5342.315430
	Iteration 23Q: 3 clusters Score -8908964 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8908922.000000 Penalty: 5342.315430
	Iteration 24Q: 3 clusters Score -8908922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8908849.000000 Penalty: 5342.315430
	Iteration 25Q: 3 clusters Score -8908849 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8908810.000000 Penalty: 5342.315430
	Iteration 26Q: 3 clusters Score -8908810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -8908788.000000 Penalty: 5342.315430
	Iteration 27Q: 3 clusters Score -8908788 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -8908754.000000 Penalty: 5342.315430
	Iteration 28Q: 3 clusters Score -8908754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8908708.000000 Penalty: 5342.315430
	Iteration 29Q: 3 clusters Score -8908708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8908688.000000 Penalty: 5342.315430
	Iteration 30Q: 3 clusters Score -8908688 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8908651.000000 Penalty: 5342.315430
	Iteration 31Q: 3 clusters Score -8908651 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8908637.000000 Penalty: 5342.315430
	Iteration 32Q: 3 clusters Score -8908637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -8908625.000000 Penalty: 5342.315430
	Iteration 33Q: 3 clusters Score -8908625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8908580.000000 Penalty: 5342.315430
	Iteration 34Q: 3 clusters Score -8908580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8908563.000000 Penalty: 5342.315430
	Iteration 35Q: 3 clusters Score -8908563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8908536.000000 Penalty: 5342.315430
	Iteration 36Q: 3 clusters Score -8908536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8908500.000000 Penalty: 5342.315430
	Iteration 37Q: 3 clusters Score -8908500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8908453.000000 Penalty: 5342.315430
	Iteration 38Q: 3 clusters Score -8908453 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8908423.000000 Penalty: 5342.315430
	Iteration 39Q: 3 clusters Score -8908423 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8908392.000000 Penalty: 5342.315430
	Iteration 40F: 3 clusters Score -8908392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8908388.000000 Penalty: 5342.315430
	Iteration 41Q: 3 clusters Score -8908388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8908363.000000 Penalty: 5342.315430
	Iteration 42Q: 3 clusters Score -8908363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8908346.000000 Penalty: 5342.315430
	Iteration 43Q: 3 clusters Score -8908346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8908335.000000 Penalty: 5342.315430
	Iteration 44Q: 3 clusters Score -8908335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8908331.000000 Penalty: 5342.315430
	Iteration 45Q: 3 clusters Score -8908331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8908318.000000 Penalty: 5342.315430
	Iteration 46Q: 3 clusters Score -8908318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8908319.000000 Penalty: 5342.315430
	Iteration 47Q: 3 clusters Score -8908319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8908311.000000 Penalty: 5342.315430
	Iteration 48Q: 3 clusters Score -8908311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -8908310.000000 Penalty: 5342.315430
	Iteration 49Q: 3 clusters Score -8908310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8908286.000000 Penalty: 5342.315430
	Iteration 50Q: 3 clusters Score -8908286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8908276.000000 Penalty: 5342.315430
	Iteration 51Q: 3 clusters Score -8908276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8908262.000000 Penalty: 5342.315430
	Iteration 52Q: 3 clusters Score -8908262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -8908254.000000 Penalty: 5342.315430
	Iteration 53Q: 3 clusters Score -8908254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8908260.000000 Penalty: 5342.315430
	Iteration 54Q: 3 clusters Score -8908260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8908253.000000 Penalty: 5342.315430
	Iteration 55Q: 3 clusters Score -8908253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8908236.000000 Penalty: 5342.315430
	Iteration 56Q: 3 clusters Score -8908236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8908233.000000 Penalty: 5342.315430
	Iteration 57Q: 3 clusters Score -8908233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8908230.000000 Penalty: 5342.315430
	Iteration 58Q: 3 clusters Score -8908230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8908230.000000 Penalty: 5342.315430
	Iteration 59Q: 3 clusters Score -8908230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -8908225.000000 Penalty: 5342.315430
	Iteration 60F: 3 clusters Score -8908225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8908221.000000 Penalty: 5342.315430
	Iteration 61Q: 3 clusters Score -8908221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8908217.000000 Penalty: 5342.315430
	Iteration 62Q: 3 clusters Score -8908217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8908223.000000 Penalty: 5342.315430
	Iteration 63Q: 3 clusters Score -8908223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8908218.000000 Penalty: 5342.315430
	Iteration 64Q: 3 clusters Score -8908218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8908222.000000 Penalty: 5342.315430
	Iteration 65Q: 3 clusters Score -8908222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -8908219.000000 Penalty: 5342.315430
	Iteration 66Q: 3 clusters Score -8908219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8908210.000000 Penalty: 5342.315430
	Iteration 67Q: 3 clusters Score -8908210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8908208.000000 Penalty: 5342.315430
	Iteration 68Q: 3 clusters Score -8908208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8908205.000000 Penalty: 5342.315430
	Iteration 69Q: 3 clusters Score -8908205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8908187.000000 Penalty: 5342.315430
	Iteration 70Q: 3 clusters Score -8908187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8908184.000000 Penalty: 5342.315430
	Iteration 71Q: 3 clusters Score -8908184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -8908172.000000 Penalty: 5342.315430
	Iteration 72Q: 3 clusters Score -8908172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8908171.000000 Penalty: 5342.315430
	Iteration 73Q: 3 clusters Score -8908171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8908154.000000 Penalty: 5342.315430
	Iteration 74Q: 3 clusters Score -8908154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8908147.000000 Penalty: 5342.315430
	Iteration 75Q: 3 clusters Score -8908147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8908144.000000 Penalty: 5342.315430
	Iteration 76Q: 3 clusters Score -8908144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -8908137.000000 Penalty: 5342.315430
	Iteration 77Q: 3 clusters Score -8908137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8908129.000000 Penalty: 5342.315430
	Iteration 78Q: 3 clusters Score -8908129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8908124.000000 Penalty: 5342.315430
	Iteration 79Q: 3 clusters Score -8908124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -8908128.000000 Penalty: 5342.315430
	Iteration 80F: 3 clusters Score -8908128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8908120.000000 Penalty: 5342.315430
	Iteration 81Q: 3 clusters Score -8908120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -8908120.000000 Penalty: 5342.315430
	Iteration 82Q: 3 clusters Score -8908120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8908111.000000 Penalty: 5342.315430
	Iteration 83Q: 3 clusters Score -8908111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8908111.000000 Penalty: 5342.315430
	Iteration 84F: 3 clusters Score -8908111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (50435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Entering Unmasked Estep 
Score: -9485364.000000 Penalty: 2685.453369
	Iteration 0F: 2 clusters Score -9485364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -9454112.000000 Penalty: 5370.906738
	Iteration 0F: 3 clusters Score -9454112 nChanged 23114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -9466747.000000 Penalty: 5370.906738
	Iteration 1F: 3 clusters Score -9466747 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -9467387.000000 Penalty: 5370.906738
	Iteration 2Q: 3 clusters Score -9467387 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -9467904.000000 Penalty: 5370.906738
	Iteration 3Q: 3 clusters Score -9467904 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -9468509.000000 Penalty: 5370.906738
	Iteration 4Q: 3 clusters Score -9468509 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -9469163.000000 Penalty: 5370.906738
	Iteration 5Q: 3 clusters Score -9469163 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9470097.000000 Penalty: 5370.906738
	Iteration 6Q: 3 clusters Score -9470097 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -9471388.000000 Penalty: 5370.906738
	Iteration 7F: 3 clusters Score -9471388 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -9472988.000000 Penalty: 5370.906738
	Iteration 8F: 3 clusters Score -9472988 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9475372.000000 Penalty: 5370.906738
	Iteration 9F: 3 clusters Score -9475372 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -9477933.000000 Penalty: 5370.906738
	Iteration 10F: 3 clusters Score -9477933 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -9480051.000000 Penalty: 5370.906738
	Iteration 11F: 3 clusters Score -9480051 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -9481387.000000 Penalty: 5370.906738
	Iteration 12Q: 3 clusters Score -9481387 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9482298.000000 Penalty: 5370.906738
	Iteration 13Q: 3 clusters Score -9482298 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49391 members 
Entering Unmasked Estep 
Score: -9482688.000000 Penalty: 5370.906738
	Iteration 14Q: 3 clusters Score -9482688 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9482877.000000 Penalty: 5370.906738
	Iteration 15Q: 3 clusters Score -9482877 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -9482931.000000 Penalty: 5370.906738
	Iteration 16Q: 3 clusters Score -9482931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -9482992.000000 Penalty: 5370.906738
	Iteration 17Q: 3 clusters Score -9482992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -9483049.000000 Penalty: 5370.906738
	Iteration 18Q: 3 clusters Score -9483049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -9483064.000000 Penalty: 5370.906738
	Iteration 19Q: 3 clusters Score -9483064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -9483082.000000 Penalty: 5370.906738
	Iteration 20F: 3 clusters Score -9483082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -9483094.000000 Penalty: 5370.906738
	Iteration 21Q: 3 clusters Score -9483094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9483097.000000 Penalty: 5370.906738
	Iteration 22Q: 3 clusters Score -9483097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -9483110.000000 Penalty: 5370.906738
	Iteration 23Q: 3 clusters Score -9483110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -9483130.000000 Penalty: 5370.906738
	Iteration 24Q: 3 clusters Score -9483130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50148 members 
Entering Unmasked Estep 
Score: -9483129.000000 Penalty: 5370.906738
	Iteration 25Q: 3 clusters Score -9483129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -9483145.000000 Penalty: 5370.906738
	Iteration 26Q: 3 clusters Score -9483145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 50159 members 
Entering Unmasked Estep 
Score: -9483154.000000 Penalty: 5370.906738
	Iteration 27Q: 3 clusters Score -9483154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -9483149.000000 Penalty: 5370.906738
	Iteration 28Q: 3 clusters Score -9483149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -9483155.000000 Penalty: 5370.906738
	Iteration 29Q: 3 clusters Score -9483155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9483159.000000 Penalty: 5370.906738
	Iteration 30Q: 3 clusters Score -9483159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -9483156.000000 Penalty: 5370.906738
	Iteration 31Q: 3 clusters Score -9483156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -9483160.000000 Penalty: 5370.906738
	Iteration 32Q: 3 clusters Score -9483160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -9483160.000000 Penalty: 5370.906738
	Iteration 33Q: 3 clusters Score -9483160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -9483160.000000 Penalty: 5370.906738
	Iteration 34F: 3 clusters Score -9483160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 43338 members 
Mstep: Class 3 contains 48250 members 
Mstep: Class 4 contains 38447 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46770 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49029 members 
Mstep: Class 15 contains 30830 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 40776 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6837 members 
Mstep: Class 22 contains 47392 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4406 members 
Mstep: Class 26 contains 48892 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43690 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47610 members 
Mstep: Class 31 contains 50435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160336.000000 Penalty: 103966.859375
Iteration 399Q: 32 clusters Score -1.371603e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 43355 members 
Mstep: Class 3 contains 48261 members 
Mstep: Class 4 contains 38440 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46757 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55553 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 49038 members 
Mstep: Class 15 contains 30777 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26129 members 
Mstep: Class 18 contains 40783 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6840 members 
Mstep: Class 22 contains 47382 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4405 members 
Mstep: Class 26 contains 48877 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43692 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47599 members 
Mstep: Class 31 contains 50481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 400F: 32 clusters Score -1.371603e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 43364 members 
Mstep: Class 3 contains 48284 members 
Mstep: Class 4 contains 38434 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46735 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 49030 members 
Mstep: Class 15 contains 30722 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 40790 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6843 members 
Mstep: Class 22 contains 47378 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4403 members 
Mstep: Class 26 contains 48870 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43696 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47587 members 
Mstep: Class 31 contains 50521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160176.000000 Penalty: 103966.859375
Iteration 401Q: 32 clusters Score -1.371602e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 43365 members 
Mstep: Class 3 contains 48313 members 
Mstep: Class 4 contains 38422 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46719 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55561 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49052 members 
Mstep: Class 15 contains 30682 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26131 members 
Mstep: Class 18 contains 40801 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 47384 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48846 members 
Mstep: Class 27 contains 5937 members 
Mstep: Class 28 contains 43711 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47555 members 
Mstep: Class 31 contains 50543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160176.000000 Penalty: 103966.859375
Iteration 402Q: 32 clusters Score -1.371602e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 43378 members 
Mstep: Class 3 contains 48329 members 
Mstep: Class 4 contains 38410 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46713 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55558 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 15 contains 30637 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 40802 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 47382 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48824 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 43743 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47539 members 
Mstep: Class 31 contains 50566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160032.000000 Penalty: 103966.859375
Iteration 403Q: 32 clusters Score -1.3716e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 43393 members 
Mstep: Class 3 contains 48343 members 
Mstep: Class 4 contains 38406 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46697 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55563 members 
Mstep: Class 13 contains 6290 members 
Mstep: Class 14 contains 49056 members 
Mstep: Class 15 contains 30597 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26134 members 
Mstep: Class 18 contains 40808 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 47383 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48799 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 43767 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47529 members 
Mstep: Class 31 contains 50583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 404Q: 32 clusters Score -1.371601e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 43402 members 
Mstep: Class 3 contains 48355 members 
Mstep: Class 4 contains 38403 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46676 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55560 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 49066 members 
Mstep: Class 15 contains 30563 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26138 members 
Mstep: Class 18 contains 40809 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 47373 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48770 members 
Mstep: Class 27 contains 5939 members 
Mstep: Class 28 contains 43779 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47525 members 
Mstep: Class 31 contains 50634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 405Q: 32 clusters Score -1.371601e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 43401 members 
Mstep: Class 3 contains 48362 members 
Mstep: Class 4 contains 38392 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21704 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46673 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55567 members 
Mstep: Class 13 contains 6283 members 
Mstep: Class 14 contains 49116 members 
Mstep: Class 15 contains 30526 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26140 members 
Mstep: Class 18 contains 40815 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 47361 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48734 members 
Mstep: Class 27 contains 5938 members 
Mstep: Class 28 contains 43781 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47521 members 
Mstep: Class 31 contains 50663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160176.000000 Penalty: 103966.859375
Iteration 406Q: 32 clusters Score -1.371602e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 43392 members 
Mstep: Class 3 contains 48348 members 
Mstep: Class 4 contains 38381 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21704 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55568 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 49207 members 
Mstep: Class 15 contains 30486 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26143 members 
Mstep: Class 18 contains 40820 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26568 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 47349 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48675 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43766 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47521 members 
Mstep: Class 31 contains 50691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159904.000000 Penalty: 103966.859375
Iteration 407Q: 32 clusters Score -1.371599e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 43390 members 
Mstep: Class 3 contains 48375 members 
Mstep: Class 4 contains 38365 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46695 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55578 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 49266 members 
Mstep: Class 15 contains 30439 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 18 contains 40827 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26569 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 47342 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48636 members 
Mstep: Class 27 contains 5935 members 
Mstep: Class 28 contains 43777 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47511 members 
Mstep: Class 31 contains 50690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160032.000000 Penalty: 103966.859375
Iteration 408Q: 32 clusters Score -1.3716e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 43404 members 
Mstep: Class 3 contains 48392 members 
Mstep: Class 4 contains 38349 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21706 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46710 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55585 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 49290 members 
Mstep: Class 15 contains 30403 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 40834 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26568 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 47328 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48578 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 43802 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47506 members 
Mstep: Class 31 contains 50698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 103966.859375
Iteration 409Q: 32 clusters Score -1.371597e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 43421 members 
Mstep: Class 3 contains 48385 members 
Mstep: Class 4 contains 38319 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46707 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55577 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49304 members 
Mstep: Class 15 contains 30368 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26148 members 
Mstep: Class 18 contains 40851 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26565 members 
Mstep: Class 21 contains 6857 members 
Mstep: Class 22 contains 47334 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48560 members 
Mstep: Class 27 contains 5932 members 
Mstep: Class 28 contains 43838 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47512 members 
Mstep: Class 31 contains 50707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159920.000000 Penalty: 103966.859375
Iteration 410Q: 32 clusters Score -1.371599e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 43432 members 
Mstep: Class 3 contains 48369 members 
Mstep: Class 4 contains 38298 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55566 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 49322 members 
Mstep: Class 15 contains 30337 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 40862 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 47334 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48528 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 43868 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47507 members 
Mstep: Class 31 contains 50715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159648.000000 Penalty: 103966.859375
Iteration 411Q: 32 clusters Score -1.371596e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 43419 members 
Mstep: Class 3 contains 48387 members 
Mstep: Class 4 contains 38281 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46747 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55556 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 49337 members 
Mstep: Class 15 contains 30296 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 40867 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6864 members 
Mstep: Class 22 contains 47336 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48494 members 
Mstep: Class 27 contains 5933 members 
Mstep: Class 28 contains 43905 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47502 members 
Mstep: Class 31 contains 50729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159760.000000 Penalty: 103966.859375
Iteration 412Q: 32 clusters Score -1.371598e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 43420 members 
Mstep: Class 3 contains 48379 members 
Mstep: Class 4 contains 38267 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46767 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55562 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49335 members 
Mstep: Class 15 contains 30272 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 40875 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26561 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 47341 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 2344 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48445 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 43953 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47492 members 
Mstep: Class 31 contains 50741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159872.000000 Penalty: 103966.859375
Iteration 413Q: 32 clusters Score -1.371599e+08 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 43421 members 
Mstep: Class 3 contains 48417 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 1172 members 
Mstep: Class 12 contains 55559 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49348 members 
Mstep: Class 15 contains 30242 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 40873 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26562 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 47335 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48396 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 43995 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47484 members 
Mstep: Class 31 contains 50729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 414Q: 32 clusters Score -1.3716e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 43432 members 
Mstep: Class 3 contains 48441 members 
Mstep: Class 4 contains 38258 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 1025 members 
Mstep: Class 10 contains 46785 members 
Mstep: Class 11 contains 1173 members 
Mstep: Class 12 contains 55558 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 49353 members 
Mstep: Class 15 contains 30189 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26168 members 
Mstep: Class 18 contains 40878 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26564 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47331 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48390 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 44017 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47475 members 
Mstep: Class 31 contains 50732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160000.000000 Penalty: 103966.859375
Iteration 415Q: 32 clusters Score -1.3716e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 43438 members 
Mstep: Class 3 contains 48459 members 
Mstep: Class 4 contains 38252 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46786 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55563 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49354 members 
Mstep: Class 15 contains 30140 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26171 members 
Mstep: Class 18 contains 40885 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26563 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 47332 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48395 members 
Mstep: Class 27 contains 5930 members 
Mstep: Class 28 contains 44041 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47471 members 
Mstep: Class 31 contains 50723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159984.000000 Penalty: 103966.859375
Iteration 416Q: 32 clusters Score -1.3716e+08 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 43456 members 
Mstep: Class 3 contains 48482 members 
Mstep: Class 4 contains 38243 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46766 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55550 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 49387 members 
Mstep: Class 15 contains 30086 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26174 members 
Mstep: Class 18 contains 40897 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26560 members 
Mstep: Class 21 contains 6880 members 
Mstep: Class 22 contains 47339 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48402 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 44062 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47475 members 
Mstep: Class 31 contains 50685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159984.000000 Penalty: 103966.859375
Iteration 417Q: 32 clusters Score -1.3716e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 43484 members 
Mstep: Class 3 contains 48505 members 
Mstep: Class 4 contains 38237 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21707 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46750 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55541 members 
Mstep: Class 13 contains 6267 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 30045 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26177 members 
Mstep: Class 18 contains 40900 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26559 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47339 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48399 members 
Mstep: Class 27 contains 5931 members 
Mstep: Class 28 contains 44089 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47474 members 
Mstep: Class 31 contains 50665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159952.000000 Penalty: 103966.859375
Iteration 418Q: 32 clusters Score -1.3716e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 43512 members 
Mstep: Class 3 contains 48522 members 
Mstep: Class 4 contains 38239 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21709 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55541 members 
Mstep: Class 13 contains 6268 members 
Mstep: Class 14 contains 49396 members 
Mstep: Class 15 contains 29999 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 40907 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47344 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48406 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 44108 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47469 members 
Mstep: Class 31 contains 50659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160112.000000 Penalty: 103966.859375
Iteration 419Q: 32 clusters Score -1.371601e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 43531 members 
Mstep: Class 3 contains 48537 members 
Mstep: Class 4 contains 38245 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55552 members 
Mstep: Class 13 contains 6270 members 
Mstep: Class 14 contains 49395 members 
Mstep: Class 15 contains 29952 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26178 members 
Mstep: Class 18 contains 40906 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26557 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47346 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5928 members 
Mstep: Class 28 contains 44122 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47455 members 
Mstep: Class 31 contains 50663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160352.000000 Penalty: 103966.859375
Iteration 420F: 32 clusters Score -1.371604e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 43561 members 
Mstep: Class 3 contains 48547 members 
Mstep: Class 4 contains 38245 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55561 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49411 members 
Mstep: Class 15 contains 29903 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 40908 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26555 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47343 members 
Mstep: Class 23 contains 5592 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48415 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 44139 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47443 members 
Mstep: Class 31 contains 50633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160144.000000 Penalty: 103966.859375
Iteration 421Q: 32 clusters Score -1.371601e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 43591 members 
Mstep: Class 3 contains 48548 members 
Mstep: Class 4 contains 38234 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46743 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55560 members 
Mstep: Class 13 contains 6262 members 
Mstep: Class 14 contains 49403 members 
Mstep: Class 15 contains 29859 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26169 members 
Mstep: Class 18 contains 40909 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26554 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47336 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48423 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 44152 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47444 members 
Mstep: Class 31 contains 50638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 422Q: 32 clusters Score -1.371601e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 43628 members 
Mstep: Class 3 contains 48564 members 
Mstep: Class 4 contains 38226 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46723 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55552 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 49400 members 
Mstep: Class 15 contains 29827 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26171 members 
Mstep: Class 18 contains 40916 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47334 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5921 members 
Mstep: Class 28 contains 44169 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47433 members 
Mstep: Class 31 contains 50643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160128.000000 Penalty: 103966.859375
Iteration 423Q: 32 clusters Score -1.371601e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 43650 members 
Mstep: Class 3 contains 48554 members 
Mstep: Class 4 contains 38227 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46733 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55537 members 
Mstep: Class 13 contains 6263 members 
Mstep: Class 14 contains 49423 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26176 members 
Mstep: Class 18 contains 40916 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26553 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 47330 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48407 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 44179 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47428 members 
Mstep: Class 31 contains 50655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 424Q: 32 clusters Score -1.371601e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 43666 members 
Mstep: Class 3 contains 48533 members 
Mstep: Class 4 contains 38225 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46743 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55524 members 
Mstep: Class 13 contains 6269 members 
Mstep: Class 14 contains 49448 members 
Mstep: Class 15 contains 29756 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 26181 members 
Mstep: Class 18 contains 40921 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26552 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 47326 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48399 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 44196 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47426 members 
Mstep: Class 31 contains 50648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160240.000000 Penalty: 103966.859375
Iteration 425Q: 32 clusters Score -1.371602e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 43683 members 
Mstep: Class 3 contains 48526 members 
Mstep: Class 4 contains 38213 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46753 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55513 members 
Mstep: Class 13 contains 6274 members 
Mstep: Class 14 contains 49476 members 
Mstep: Class 15 contains 29726 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26185 members 
Mstep: Class 18 contains 40935 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47319 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48387 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 44216 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47417 members 
Mstep: Class 31 contains 50641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160272.000000 Penalty: 103966.859375
Iteration 426Q: 32 clusters Score -1.371603e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 48532 members 
Mstep: Class 4 contains 38213 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55509 members 
Mstep: Class 13 contains 6279 members 
Mstep: Class 14 contains 49496 members 
Mstep: Class 15 contains 29707 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26191 members 
Mstep: Class 18 contains 40937 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26550 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47312 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48373 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44244 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47399 members 
Mstep: Class 31 contains 50650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160240.000000 Penalty: 103966.859375
Iteration 427Q: 32 clusters Score -1.371602e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 43697 members 
Mstep: Class 3 contains 48527 members 
Mstep: Class 4 contains 38209 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46738 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55514 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 49526 members 
Mstep: Class 15 contains 29680 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26196 members 
Mstep: Class 18 contains 40924 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47313 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48391 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44267 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47386 members 
Mstep: Class 31 contains 50625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 428Q: 32 clusters Score -1.3716e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 43742 members 
Mstep: Class 3 contains 48546 members 
Mstep: Class 4 contains 38198 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46735 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55514 members 
Mstep: Class 13 contains 6287 members 
Mstep: Class 14 contains 49536 members 
Mstep: Class 15 contains 29630 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26197 members 
Mstep: Class 18 contains 40913 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47316 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2343 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48384 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44292 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47377 members 
Mstep: Class 31 contains 50609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 103966.859375
Iteration 429Q: 32 clusters Score -1.371599e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 43762 members 
Mstep: Class 3 contains 48550 members 
Mstep: Class 4 contains 38182 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46748 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55516 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 49571 members 
Mstep: Class 15 contains 29583 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26200 members 
Mstep: Class 18 contains 40914 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26546 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47314 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2342 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48366 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 44301 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47372 members 
Mstep: Class 31 contains 50623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 430Q: 32 clusters Score -1.3716e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 43756 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 38162 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46765 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55522 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 49575 members 
Mstep: Class 15 contains 29543 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26206 members 
Mstep: Class 18 contains 40909 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26545 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47302 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5915 members 
Mstep: Class 28 contains 44301 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47369 members 
Mstep: Class 31 contains 50617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 431Q: 32 clusters Score -1.3716e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 43765 members 
Mstep: Class 3 contains 48576 members 
Mstep: Class 4 contains 38162 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46757 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55514 members 
Mstep: Class 13 contains 6285 members 
Mstep: Class 14 contains 49588 members 
Mstep: Class 15 contains 29507 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26207 members 
Mstep: Class 18 contains 40899 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 47296 members 
Mstep: Class 23 contains 5595 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48443 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 44300 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47360 members 
Mstep: Class 31 contains 50648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 432Q: 32 clusters Score -1.371601e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 43751 members 
Mstep: Class 3 contains 48588 members 
Mstep: Class 4 contains 38157 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21698 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46751 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55505 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 49631 members 
Mstep: Class 15 contains 29474 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 26215 members 
Mstep: Class 18 contains 40899 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26548 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 47291 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48415 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 44309 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47353 members 
Mstep: Class 31 contains 50675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 103966.859375
Iteration 433Q: 32 clusters Score -1.371601e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 43735 members 
Mstep: Class 3 contains 48593 members 
Mstep: Class 4 contains 38150 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46750 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55498 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 49681 members 
Mstep: Class 15 contains 29436 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 26218 members 
Mstep: Class 18 contains 40905 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 47288 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48425 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44321 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47346 members 
Mstep: Class 31 contains 50656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 103966.859375
Iteration 434Q: 32 clusters Score -1.3716e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 43712 members 
Mstep: Class 3 contains 48599 members 
Mstep: Class 4 contains 38145 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55480 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 49705 members 
Mstep: Class 15 contains 29408 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 26226 members 
Mstep: Class 18 contains 40899 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47289 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48431 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44344 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47349 members 
Mstep: Class 31 contains 50650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159776.000000 Penalty: 103966.859375
Iteration 435Q: 32 clusters Score -1.371598e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 43713 members 
Mstep: Class 3 contains 48599 members 
Mstep: Class 4 contains 38136 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21701 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46764 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55489 members 
Mstep: Class 13 contains 6286 members 
Mstep: Class 14 contains 49703 members 
Mstep: Class 15 contains 29380 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 26232 members 
Mstep: Class 18 contains 40895 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26551 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47273 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 48450 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44371 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47331 members 
Mstep: Class 31 contains 50666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159696.000000 Penalty: 103966.859375
Iteration 436Q: 32 clusters Score -1.371597e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 43725 members 
Mstep: Class 3 contains 48598 members 
Mstep: Class 4 contains 38140 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21703 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46760 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55477 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 49707 members 
Mstep: Class 15 contains 29367 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26238 members 
Mstep: Class 18 contains 40892 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26549 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 47256 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48455 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44394 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47329 members 
Mstep: Class 31 contains 50666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160000.000000 Penalty: 103966.859375
Iteration 437Q: 32 clusters Score -1.3716e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 43729 members 
Mstep: Class 3 contains 48609 members 
Mstep: Class 4 contains 38149 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21704 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46758 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55463 members 
Mstep: Class 13 contains 6289 members 
Mstep: Class 14 contains 49701 members 
Mstep: Class 15 contains 29347 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26240 members 
Mstep: Class 18 contains 40894 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26542 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 47239 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48445 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44414 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47325 members 
Mstep: Class 31 contains 50708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159904.000000 Penalty: 103966.859375
Iteration 438Q: 32 clusters Score -1.371599e+08 nChanged 469
Entering ConstructFrom: 
Score: -137159904.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (42357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Entering Unmasked Estep 
Score: -7924860.000000 Penalty: 2642.164307
	Iteration 0F: 2 clusters Score -7924860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -7896649.000000 Penalty: 5284.328613
	Iteration 0F: 3 clusters Score -7896649 nChanged 19489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7907527.000000 Penalty: 5284.328613
	Iteration 1F: 3 clusters Score -7907527 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -7908459.000000 Penalty: 5284.328613
	Iteration 2Q: 3 clusters Score -7908459 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -7909616.000000 Penalty: 5284.328613
	Iteration 3Q: 3 clusters Score -7909616 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -7910900.500000 Penalty: 5284.328613
	Iteration 4Q: 3 clusters Score -7910900 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -7912358.000000 Penalty: 5284.328613
	Iteration 5F: 3 clusters Score -7912358 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -7914081.000000 Penalty: 5284.328613
	Iteration 6F: 3 clusters Score -7914081 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -7915922.000000 Penalty: 5284.328613
	Iteration 7F: 3 clusters Score -7915922 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -7917560.000000 Penalty: 5284.328613
	Iteration 8F: 3 clusters Score -7917560 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -7918722.500000 Penalty: 5284.328613
	Iteration 9Q: 3 clusters Score -7918722 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -7919345.500000 Penalty: 5284.328613
	Iteration 10Q: 3 clusters Score -7919346 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7919701.000000 Penalty: 5284.328613
	Iteration 11Q: 3 clusters Score -7919701 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -7919914.000000 Penalty: 5284.328613
	Iteration 12Q: 3 clusters Score -7919914 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -7920065.500000 Penalty: 5284.328613
	Iteration 13Q: 3 clusters Score -7920066 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -7920237.000000 Penalty: 5284.328613
	Iteration 14Q: 3 clusters Score -7920237 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -7920351.000000 Penalty: 5284.328613
	Iteration 15Q: 3 clusters Score -7920351 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -7920525.000000 Penalty: 5284.328613
	Iteration 16Q: 3 clusters Score -7920525 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -7920616.000000 Penalty: 5284.328613
	Iteration 17Q: 3 clusters Score -7920616 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7920746.000000 Penalty: 5284.328613
	Iteration 18Q: 3 clusters Score -7920746 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -7920857.000000 Penalty: 5284.328613
	Iteration 19Q: 3 clusters Score -7920857 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -7921016.500000 Penalty: 5284.328613
	Iteration 20F: 3 clusters Score -7921016 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -7921145.000000 Penalty: 5284.328613
	Iteration 21Q: 3 clusters Score -7921145 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -7921267.500000 Penalty: 5284.328613
	Iteration 22Q: 3 clusters Score -7921268 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -7921348.000000 Penalty: 5284.328613
	Iteration 23Q: 3 clusters Score -7921348 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -7921416.000000 Penalty: 5284.328613
	Iteration 24Q: 3 clusters Score -7921416 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -7921491.000000 Penalty: 5284.328613
	Iteration 25Q: 3 clusters Score -7921491 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -7921582.500000 Penalty: 5284.328613
	Iteration 26Q: 3 clusters Score -7921582 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -7921649.500000 Penalty: 5284.328613
	Iteration 27Q: 3 clusters Score -7921650 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -7921685.500000 Penalty: 5284.328613
	Iteration 28Q: 3 clusters Score -7921686 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -7921784.000000 Penalty: 5284.328613
	Iteration 29Q: 3 clusters Score -7921784 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -7921911.000000 Penalty: 5284.328613
	Iteration 30Q: 3 clusters Score -7921911 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -7922035.000000 Penalty: 5284.328613
	Iteration 31Q: 3 clusters Score -7922035 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -7922142.000000 Penalty: 5284.328613
	Iteration 32Q: 3 clusters Score -7922142 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7922252.500000 Penalty: 5284.328613
	Iteration 33Q: 3 clusters Score -7922252 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -7922330.500000 Penalty: 5284.328613
	Iteration 34Q: 3 clusters Score -7922330 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -7922428.500000 Penalty: 5284.328613
	Iteration 35Q: 3 clusters Score -7922428 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33124 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -7922543.500000 Penalty: 5284.328613
	Iteration 36Q: 3 clusters Score -7922544 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -7922596.500000 Penalty: 5284.328613
	Iteration 37Q: 3 clusters Score -7922596 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -7922717.500000 Penalty: 5284.328613
	Iteration 38Q: 3 clusters Score -7922718 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -7922807.500000 Penalty: 5284.328613
	Iteration 39Q: 3 clusters Score -7922808 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7922868.000000 Penalty: 5284.328613
	Iteration 40F: 3 clusters Score -7922868 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7922924.000000 Penalty: 5284.328613
	Iteration 41Q: 3 clusters Score -7922924 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -7923006.500000 Penalty: 5284.328613
	Iteration 42Q: 3 clusters Score -7923006 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -7923060.500000 Penalty: 5284.328613
	Iteration 43Q: 3 clusters Score -7923060 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35886 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7923109.500000 Penalty: 5284.328613
	Iteration 44Q: 3 clusters Score -7923110 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7923172.500000 Penalty: 5284.328613
	Iteration 45Q: 3 clusters Score -7923172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7923215.500000 Penalty: 5284.328613
	Iteration 46Q: 3 clusters Score -7923216 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -7923251.500000 Penalty: 5284.328613
	Iteration 47Q: 3 clusters Score -7923252 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -7923300.500000 Penalty: 5284.328613
	Iteration 48Q: 3 clusters Score -7923300 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7923359.500000 Penalty: 5284.328613
	Iteration 49Q: 3 clusters Score -7923360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -7923391.500000 Penalty: 5284.328613
	Iteration 50Q: 3 clusters Score -7923392 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -7923427.000000 Penalty: 5284.328613
	Iteration 51Q: 3 clusters Score -7923427 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -7923437.000000 Penalty: 5284.328613
	Iteration 52Q: 3 clusters Score -7923437 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -7923458.000000 Penalty: 5284.328613
	Iteration 53Q: 3 clusters Score -7923458 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -7923460.000000 Penalty: 5284.328613
	Iteration 54Q: 3 clusters Score -7923460 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -7923464.500000 Penalty: 5284.328613
	Iteration 55Q: 3 clusters Score -7923464 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -7923491.500000 Penalty: 5284.328613
	Iteration 56Q: 3 clusters Score -7923492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7923510.000000 Penalty: 5284.328613
	Iteration 57Q: 3 clusters Score -7923510 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7923509.000000 Penalty: 5284.328613
	Iteration 58Q: 3 clusters Score -7923509 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7923509.500000 Penalty: 5284.328613
	Iteration 59Q: 3 clusters Score -7923510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7923505.500000 Penalty: 5284.328613
	Iteration 60F: 3 clusters Score -7923506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -7923495.000000 Penalty: 5284.328613
	Iteration 61Q: 3 clusters Score -7923495 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -7923502.500000 Penalty: 5284.328613
	Iteration 62Q: 3 clusters Score -7923502 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7923534.000000 Penalty: 5284.328613
	Iteration 63Q: 3 clusters Score -7923534 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7923524.500000 Penalty: 5284.328613
	Iteration 64Q: 3 clusters Score -7923524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7923529.000000 Penalty: 5284.328613
	Iteration 65Q: 3 clusters Score -7923529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7923537.500000 Penalty: 5284.328613
	Iteration 66Q: 3 clusters Score -7923538 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -7923546.000000 Penalty: 5284.328613
	Iteration 67Q: 3 clusters Score -7923546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -7923553.000000 Penalty: 5284.328613
	Iteration 68Q: 3 clusters Score -7923553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7923553.500000 Penalty: 5284.328613
	Iteration 69Q: 3 clusters Score -7923554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7923565.000000 Penalty: 5284.328613
	Iteration 70Q: 3 clusters Score -7923565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7923583.000000 Penalty: 5284.328613
	Iteration 71Q: 3 clusters Score -7923583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7923605.000000 Penalty: 5284.328613
	Iteration 72Q: 3 clusters Score -7923605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7923614.500000 Penalty: 5284.328613
	Iteration 73Q: 3 clusters Score -7923614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -7923626.000000 Penalty: 5284.328613
	Iteration 74Q: 3 clusters Score -7923626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -7923635.000000 Penalty: 5284.328613
	Iteration 75Q: 3 clusters Score -7923635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -7923620.500000 Penalty: 5284.328613
	Iteration 76Q: 3 clusters Score -7923620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7923625.500000 Penalty: 5284.328613
	Iteration 77Q: 3 clusters Score -7923626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7923637.000000 Penalty: 5284.328613
	Iteration 78Q: 3 clusters Score -7923637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7923635.500000 Penalty: 5284.328613
	Iteration 79Q: 3 clusters Score -7923636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39220 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7923630.000000 Penalty: 5284.328613
	Iteration 80F: 3 clusters Score -7923630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7923617.500000 Penalty: 5284.328613
	Iteration 81Q: 3 clusters Score -7923618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7923625.500000 Penalty: 5284.328613
	Iteration 82Q: 3 clusters Score -7923626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -7923625.500000 Penalty: 5284.328613
	Iteration 83Q: 3 clusters Score -7923626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7923627.500000 Penalty: 5284.328613
	Iteration 84Q: 3 clusters Score -7923628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7923643.000000 Penalty: 5284.328613
	Iteration 85Q: 3 clusters Score -7923643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7923637.000000 Penalty: 5284.328613
	Iteration 86Q: 3 clusters Score -7923637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7923641.500000 Penalty: 5284.328613
	Iteration 87Q: 3 clusters Score -7923642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -7923648.000000 Penalty: 5284.328613
	Iteration 88Q: 3 clusters Score -7923648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7923646.500000 Penalty: 5284.328613
	Iteration 89Q: 3 clusters Score -7923646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7923656.000000 Penalty: 5284.328613
	Iteration 90Q: 3 clusters Score -7923656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -7923649.500000 Penalty: 5284.328613
	Iteration 91Q: 3 clusters Score -7923650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7923654.000000 Penalty: 5284.328613
	Iteration 92Q: 3 clusters Score -7923654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7923654.500000 Penalty: 5284.328613
	Iteration 93Q: 3 clusters Score -7923654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -7923651.500000 Penalty: 5284.328613
	Iteration 94Q: 3 clusters Score -7923652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7923650.000000 Penalty: 5284.328613
	Iteration 95Q: 3 clusters Score -7923650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7923643.000000 Penalty: 5284.328613
	Iteration 96Q: 3 clusters Score -7923643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -7923644.000000 Penalty: 5284.328613
	Iteration 97Q: 3 clusters Score -7923644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7923648.000000 Penalty: 5284.328613
	Iteration 98Q: 3 clusters Score -7923648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7923646.000000 Penalty: 5284.328613
	Iteration 99Q: 3 clusters Score -7923646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7923650.000000 Penalty: 5284.328613
	Iteration 100F: 3 clusters Score -7923650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7923649.500000 Penalty: 5284.328613
	Iteration 101Q: 3 clusters Score -7923650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7923649.500000 Penalty: 5284.328613
	Iteration 102F: 3 clusters Score -7923650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Entering Unmasked Estep 
Score: -8249699.500000 Penalty: 2650.002197
	Iteration 0F: 2 clusters Score -8249700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8220849.000000 Penalty: 5300.004395
	Iteration 0F: 3 clusters Score -8220849 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8231903.500000 Penalty: 5300.004395
	Iteration 1F: 3 clusters Score -8231904 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -8232424.500000 Penalty: 5300.004395
	Iteration 2Q: 3 clusters Score -8232424 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8232886.000000 Penalty: 5300.004395
	Iteration 3Q: 3 clusters Score -8232886 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -8233371.000000 Penalty: 5300.004395
	Iteration 4Q: 3 clusters Score -8233371 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -8234030.000000 Penalty: 5300.004395
	Iteration 5Q: 3 clusters Score -8234030 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -8234742.000000 Penalty: 5300.004395
	Iteration 6Q: 3 clusters Score -8234742 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -8235618.000000 Penalty: 5300.004395
	Iteration 7Q: 3 clusters Score -8235618 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8236856.000000 Penalty: 5300.004395
	Iteration 8Q: 3 clusters Score -8236856 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -8238435.500000 Penalty: 5300.004395
	Iteration 9F: 3 clusters Score -8238436 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -8239906.500000 Penalty: 5300.004395
	Iteration 10F: 3 clusters Score -8239906 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -8241043.500000 Penalty: 5300.004395
	Iteration 11Q: 3 clusters Score -8241044 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -8241831.000000 Penalty: 5300.004395
	Iteration 12Q: 3 clusters Score -8241831 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -8242350.000000 Penalty: 5300.004395
	Iteration 13Q: 3 clusters Score -8242350 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -8242721.000000 Penalty: 5300.004395
	Iteration 14Q: 3 clusters Score -8242721 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -8243059.500000 Penalty: 5300.004395
	Iteration 15Q: 3 clusters Score -8243060 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -8243419.000000 Penalty: 5300.004395
	Iteration 16Q: 3 clusters Score -8243419 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -8243731.500000 Penalty: 5300.004395
	Iteration 17Q: 3 clusters Score -8243732 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8243988.000000 Penalty: 5300.004395
	Iteration 18Q: 3 clusters Score -8243988 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -8244227.000000 Penalty: 5300.004395
	Iteration 19Q: 3 clusters Score -8244227 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -8244446.500000 Penalty: 5300.004395
	Iteration 20F: 3 clusters Score -8244446 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -8244623.000000 Penalty: 5300.004395
	Iteration 21Q: 3 clusters Score -8244623 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -8244776.500000 Penalty: 5300.004395
	Iteration 22Q: 3 clusters Score -8244776 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8244916.500000 Penalty: 5300.004395
	Iteration 23Q: 3 clusters Score -8244916 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8245029.000000 Penalty: 5300.004395
	Iteration 24Q: 3 clusters Score -8245029 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -8245144.000000 Penalty: 5300.004395
	Iteration 25Q: 3 clusters Score -8245144 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8245211.500000 Penalty: 5300.004395
	Iteration 26Q: 3 clusters Score -8245212 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8245302.000000 Penalty: 5300.004395
	Iteration 27Q: 3 clusters Score -8245302 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8245368.000000 Penalty: 5300.004395
	Iteration 28Q: 3 clusters Score -8245368 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -8245437.500000 Penalty: 5300.004395
	Iteration 29Q: 3 clusters Score -8245438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -8245476.000000 Penalty: 5300.004395
	Iteration 30Q: 3 clusters Score -8245476 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -8245510.500000 Penalty: 5300.004395
	Iteration 31Q: 3 clusters Score -8245510 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8245559.500000 Penalty: 5300.004395
	Iteration 32Q: 3 clusters Score -8245560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -8245599.500000 Penalty: 5300.004395
	Iteration 33Q: 3 clusters Score -8245600 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -8245629.500000 Penalty: 5300.004395
	Iteration 34Q: 3 clusters Score -8245630 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -8245690.000000 Penalty: 5300.004395
	Iteration 35Q: 3 clusters Score -8245690 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -8245739.500000 Penalty: 5300.004395
	Iteration 36Q: 3 clusters Score -8245740 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -8245774.500000 Penalty: 5300.004395
	Iteration 37Q: 3 clusters Score -8245774 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -8245809.000000 Penalty: 5300.004395
	Iteration 38Q: 3 clusters Score -8245809 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8245819.500000 Penalty: 5300.004395
	Iteration 39Q: 3 clusters Score -8245820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -8245879.000000 Penalty: 5300.004395
	Iteration 40F: 3 clusters Score -8245879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8245894.000000 Penalty: 5300.004395
	Iteration 41Q: 3 clusters Score -8245894 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -8245935.500000 Penalty: 5300.004395
	Iteration 42Q: 3 clusters Score -8245936 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -8245986.000000 Penalty: 5300.004395
	Iteration 43Q: 3 clusters Score -8245986 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -8246010.000000 Penalty: 5300.004395
	Iteration 44Q: 3 clusters Score -8246010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -8246019.500000 Penalty: 5300.004395
	Iteration 45Q: 3 clusters Score -8246020 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -8246049.000000 Penalty: 5300.004395
	Iteration 46Q: 3 clusters Score -8246049 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -8246077.500000 Penalty: 5300.004395
	Iteration 47Q: 3 clusters Score -8246078 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -8246080.500000 Penalty: 5300.004395
	Iteration 48Q: 3 clusters Score -8246080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -8246082.500000 Penalty: 5300.004395
	Iteration 49Q: 3 clusters Score -8246082 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8246122.000000 Penalty: 5300.004395
	Iteration 50Q: 3 clusters Score -8246122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -8246150.000000 Penalty: 5300.004395
	Iteration 51Q: 3 clusters Score -8246150 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -8246154.000000 Penalty: 5300.004395
	Iteration 52Q: 3 clusters Score -8246154 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -8246146.000000 Penalty: 5300.004395
	Iteration 53Q: 3 clusters Score -8246146 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -8246161.000000 Penalty: 5300.004395
	Iteration 54Q: 3 clusters Score -8246161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -8246199.500000 Penalty: 5300.004395
	Iteration 55Q: 3 clusters Score -8246200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8246219.500000 Penalty: 5300.004395
	Iteration 56Q: 3 clusters Score -8246220 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8246230.000000 Penalty: 5300.004395
	Iteration 57Q: 3 clusters Score -8246230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8246232.000000 Penalty: 5300.004395
	Iteration 58Q: 3 clusters Score -8246232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -8246251.500000 Penalty: 5300.004395
	Iteration 59Q: 3 clusters Score -8246252 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8246266.500000 Penalty: 5300.004395
	Iteration 60F: 3 clusters Score -8246266 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8246272.500000 Penalty: 5300.004395
	Iteration 61Q: 3 clusters Score -8246272 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8246299.500000 Penalty: 5300.004395
	Iteration 62Q: 3 clusters Score -8246300 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8246314.500000 Penalty: 5300.004395
	Iteration 63Q: 3 clusters Score -8246314 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -8246347.500000 Penalty: 5300.004395
	Iteration 64Q: 3 clusters Score -8246348 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -8246360.000000 Penalty: 5300.004395
	Iteration 65Q: 3 clusters Score -8246360 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8246402.000000 Penalty: 5300.004395
	Iteration 66Q: 3 clusters Score -8246402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8246397.500000 Penalty: 5300.004395
	Iteration 67Q: 3 clusters Score -8246398 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8246429.500000 Penalty: 5300.004395
	Iteration 68Q: 3 clusters Score -8246430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -8246462.000000 Penalty: 5300.004395
	Iteration 69Q: 3 clusters Score -8246462 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -8246496.500000 Penalty: 5300.004395
	Iteration 70Q: 3 clusters Score -8246496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8246515.000000 Penalty: 5300.004395
	Iteration 71Q: 3 clusters Score -8246515 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8246557.000000 Penalty: 5300.004395
	Iteration 72Q: 3 clusters Score -8246557 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -8246593.500000 Penalty: 5300.004395
	Iteration 73Q: 3 clusters Score -8246594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -8246617.000000 Penalty: 5300.004395
	Iteration 74Q: 3 clusters Score -8246617 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8246668.000000 Penalty: 5300.004395
	Iteration 75Q: 3 clusters Score -8246668 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8246707.000000 Penalty: 5300.004395
	Iteration 76Q: 3 clusters Score -8246707 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8246768.000000 Penalty: 5300.004395
	Iteration 77Q: 3 clusters Score -8246768 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -8246816.000000 Penalty: 5300.004395
	Iteration 78Q: 3 clusters Score -8246816 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8246835.000000 Penalty: 5300.004395
	Iteration 79Q: 3 clusters Score -8246835 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8246882.000000 Penalty: 5300.004395
	Iteration 80F: 3 clusters Score -8246882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8246921.000000 Penalty: 5300.004395
	Iteration 81Q: 3 clusters Score -8246921 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8246959.500000 Penalty: 5300.004395
	Iteration 82Q: 3 clusters Score -8246960 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8247032.000000 Penalty: 5300.004395
	Iteration 83Q: 3 clusters Score -8247032 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8247075.000000 Penalty: 5300.004395
	Iteration 84Q: 3 clusters Score -8247075 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8247085.000000 Penalty: 5300.004395
	Iteration 85Q: 3 clusters Score -8247085 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8247127.000000 Penalty: 5300.004395
	Iteration 86Q: 3 clusters Score -8247127 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8247138.500000 Penalty: 5300.004395
	Iteration 87Q: 3 clusters Score -8247138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8247175.000000 Penalty: 5300.004395
	Iteration 88Q: 3 clusters Score -8247175 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8247197.500000 Penalty: 5300.004395
	Iteration 89Q: 3 clusters Score -8247198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8247200.000000 Penalty: 5300.004395
	Iteration 90Q: 3 clusters Score -8247200 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8247210.000000 Penalty: 5300.004395
	Iteration 91Q: 3 clusters Score -8247210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8247223.000000 Penalty: 5300.004395
	Iteration 92Q: 3 clusters Score -8247223 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8247238.000000 Penalty: 5300.004395
	Iteration 93Q: 3 clusters Score -8247238 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8247252.000000 Penalty: 5300.004395
	Iteration 94Q: 3 clusters Score -8247252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8247267.500000 Penalty: 5300.004395
	Iteration 95Q: 3 clusters Score -8247268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8247294.000000 Penalty: 5300.004395
	Iteration 96Q: 3 clusters Score -8247294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -8247297.000000 Penalty: 5300.004395
	Iteration 97Q: 3 clusters Score -8247297 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8247304.000000 Penalty: 5300.004395
	Iteration 98Q: 3 clusters Score -8247304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8247322.500000 Penalty: 5300.004395
	Iteration 99Q: 3 clusters Score -8247322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8247338.500000 Penalty: 5300.004395
	Iteration 100F: 3 clusters Score -8247338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8247372.500000 Penalty: 5300.004395
	Iteration 101Q: 3 clusters Score -8247372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8247394.000000 Penalty: 5300.004395
	Iteration 102Q: 3 clusters Score -8247394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8247410.500000 Penalty: 5300.004395
	Iteration 103Q: 3 clusters Score -8247410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8247429.500000 Penalty: 5300.004395
	Iteration 104Q: 3 clusters Score -8247430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8247455.500000 Penalty: 5300.004395
	Iteration 105Q: 3 clusters Score -8247456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8247477.500000 Penalty: 5300.004395
	Iteration 106Q: 3 clusters Score -8247478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8247486.500000 Penalty: 5300.004395
	Iteration 107Q: 3 clusters Score -8247486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8247482.000000 Penalty: 5300.004395
	Iteration 108Q: 3 clusters Score -8247482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8247482.000000 Penalty: 5300.004395
	Iteration 109Q: 3 clusters Score -8247482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8247480.500000 Penalty: 5300.004395
	Iteration 110Q: 3 clusters Score -8247480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8247486.000000 Penalty: 5300.004395
	Iteration 111Q: 3 clusters Score -8247486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8247489.500000 Penalty: 5300.004395
	Iteration 112Q: 3 clusters Score -8247490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8247510.500000 Penalty: 5300.004395
	Iteration 113Q: 3 clusters Score -8247510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8247522.500000 Penalty: 5300.004395
	Iteration 114Q: 3 clusters Score -8247522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8247520.500000 Penalty: 5300.004395
	Iteration 115Q: 3 clusters Score -8247520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8247522.000000 Penalty: 5300.004395
	Iteration 116Q: 3 clusters Score -8247522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8247521.500000 Penalty: 5300.004395
	Iteration 117Q: 3 clusters Score -8247522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8247524.000000 Penalty: 5300.004395
	Iteration 118Q: 3 clusters Score -8247524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8247521.000000 Penalty: 5300.004395
	Iteration 119Q: 3 clusters Score -8247521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8247516.000000 Penalty: 5300.004395
	Iteration 120F: 3 clusters Score -8247516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8247521.500000 Penalty: 5300.004395
	Iteration 121Q: 3 clusters Score -8247522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8247527.000000 Penalty: 5300.004395
	Iteration 122Q: 3 clusters Score -8247527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8247524.500000 Penalty: 5300.004395
	Iteration 123Q: 3 clusters Score -8247524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8247524.500000 Penalty: 5300.004395
	Iteration 124Q: 3 clusters Score -8247524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8247522.500000 Penalty: 5300.004395
	Iteration 125Q: 3 clusters Score -8247522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8247528.000000 Penalty: 5300.004395
	Iteration 126Q: 3 clusters Score -8247528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8247528.000000 Penalty: 5300.004395
	Iteration 127Q: 3 clusters Score -8247528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8247537.000000 Penalty: 5300.004395
	Iteration 128Q: 3 clusters Score -8247537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8247534.000000 Penalty: 5300.004395
	Iteration 129Q: 3 clusters Score -8247534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8247530.000000 Penalty: 5300.004395
	Iteration 130Q: 3 clusters Score -8247530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8247533.000000 Penalty: 5300.004395
	Iteration 131Q: 3 clusters Score -8247533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8247535.000000 Penalty: 5300.004395
	Iteration 132Q: 3 clusters Score -8247535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8247531.500000 Penalty: 5300.004395
	Iteration 133Q: 3 clusters Score -8247532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42530 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8247531.500000 Penalty: 5300.004395
	Iteration 134F: 3 clusters Score -8247532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Entering Unmasked Estep 
Score: -9162897.000000 Penalty: 2676.323242
	Iteration 0F: 2 clusters Score -9162897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -9132614.000000 Penalty: 5352.646484
	Iteration 0F: 3 clusters Score -9132614 nChanged 22460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -9144845.000000 Penalty: 5352.646484
	Iteration 1F: 3 clusters Score -9144845 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -9145419.000000 Penalty: 5352.646484
	Iteration 2Q: 3 clusters Score -9145419 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -9146082.000000 Penalty: 5352.646484
	Iteration 3Q: 3 clusters Score -9146082 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -9146915.000000 Penalty: 5352.646484
	Iteration 4Q: 3 clusters Score -9146915 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -9148059.000000 Penalty: 5352.646484
	Iteration 5Q: 3 clusters Score -9148059 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -9150066.000000 Penalty: 5352.646484
	Iteration 6F: 3 clusters Score -9150066 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -9153058.000000 Penalty: 5352.646484
	Iteration 7F: 3 clusters Score -9153058 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -9156276.000000 Penalty: 5352.646484
	Iteration 8F: 3 clusters Score -9156276 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -9158957.000000 Penalty: 5352.646484
	Iteration 9F: 3 clusters Score -9158957 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -9160012.000000 Penalty: 5352.646484
	Iteration 10Q: 3 clusters Score -9160012 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9160367.000000 Penalty: 5352.646484
	Iteration 11Q: 3 clusters Score -9160367 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -9160480.000000 Penalty: 5352.646484
	Iteration 12Q: 3 clusters Score -9160480 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9160562.000000 Penalty: 5352.646484
	Iteration 13Q: 3 clusters Score -9160562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -9160632.000000 Penalty: 5352.646484
	Iteration 14Q: 3 clusters Score -9160632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9160645.000000 Penalty: 5352.646484
	Iteration 15Q: 3 clusters Score -9160645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -9160661.000000 Penalty: 5352.646484
	Iteration 16Q: 3 clusters Score -9160661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -9160666.000000 Penalty: 5352.646484
	Iteration 17Q: 3 clusters Score -9160666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9160694.000000 Penalty: 5352.646484
	Iteration 18Q: 3 clusters Score -9160694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9160701.000000 Penalty: 5352.646484
	Iteration 19Q: 3 clusters Score -9160701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9160703.000000 Penalty: 5352.646484
	Iteration 20F: 3 clusters Score -9160703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9160713.000000 Penalty: 5352.646484
	Iteration 21Q: 3 clusters Score -9160713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9160724.000000 Penalty: 5352.646484
	Iteration 22Q: 3 clusters Score -9160724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9160716.000000 Penalty: 5352.646484
	Iteration 23Q: 3 clusters Score -9160716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9160718.000000 Penalty: 5352.646484
	Iteration 24Q: 3 clusters Score -9160718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -9160720.000000 Penalty: 5352.646484
	Iteration 25Q: 3 clusters Score -9160720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9160728.000000 Penalty: 5352.646484
	Iteration 26Q: 3 clusters Score -9160728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -9160729.000000 Penalty: 5352.646484
	Iteration 27Q: 3 clusters Score -9160729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9160735.000000 Penalty: 5352.646484
	Iteration 28Q: 3 clusters Score -9160735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9160737.000000 Penalty: 5352.646484
	Iteration 29Q: 3 clusters Score -9160737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9160731.000000 Penalty: 5352.646484
	Iteration 30Q: 3 clusters Score -9160731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9160731.000000 Penalty: 5352.646484
	Iteration 31F: 3 clusters Score -9160731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Entering Unmasked Estep 
Score: -7070026.000000 Penalty: 2616.221680
	Iteration 0F: 2 clusters Score -7070026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -7044088.000000 Penalty: 5232.443359
	Iteration 0F: 3 clusters Score -7044088 nChanged 17378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -7053446.500000 Penalty: 5232.443359
	Iteration 1F: 3 clusters Score -7053446 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -7053935.000000 Penalty: 5232.443359
	Iteration 2Q: 3 clusters Score -7053935 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -7054304.000000 Penalty: 5232.443359
	Iteration 3Q: 3 clusters Score -7054304 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -7054612.000000 Penalty: 5232.443359
	Iteration 4Q: 3 clusters Score -7054612 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -7054888.000000 Penalty: 5232.443359
	Iteration 5Q: 3 clusters Score -7054888 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -7055307.500000 Penalty: 5232.443359
	Iteration 6Q: 3 clusters Score -7055308 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -7055713.000000 Penalty: 5232.443359
	Iteration 7Q: 3 clusters Score -7055713 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -7056358.500000 Penalty: 5232.443359
	Iteration 8Q: 3 clusters Score -7056358 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -7057343.500000 Penalty: 5232.443359
	Iteration 9Q: 3 clusters Score -7057344 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -7058759.500000 Penalty: 5232.443359
	Iteration 10F: 3 clusters Score -7058760 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -7060526.500000 Penalty: 5232.443359
	Iteration 11F: 3 clusters Score -7060526 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -7062293.500000 Penalty: 5232.443359
	Iteration 12F: 3 clusters Score -7062294 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -7063801.000000 Penalty: 5232.443359
	Iteration 13Q: 3 clusters Score -7063801 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7064986.500000 Penalty: 5232.443359
	Iteration 14Q: 3 clusters Score -7064986 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7065880.000000 Penalty: 5232.443359
	Iteration 15Q: 3 clusters Score -7065880 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7066476.000000 Penalty: 5232.443359
	Iteration 16Q: 3 clusters Score -7066476 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7066877.000000 Penalty: 5232.443359
	Iteration 17Q: 3 clusters Score -7066877 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37280 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7067182.500000 Penalty: 5232.443359
	Iteration 18Q: 3 clusters Score -7067182 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7067344.500000 Penalty: 5232.443359
	Iteration 19Q: 3 clusters Score -7067344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7067464.500000 Penalty: 5232.443359
	Iteration 20F: 3 clusters Score -7067464 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7067545.500000 Penalty: 5232.443359
	Iteration 21Q: 3 clusters Score -7067546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7067602.000000 Penalty: 5232.443359
	Iteration 22Q: 3 clusters Score -7067602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7067641.000000 Penalty: 5232.443359
	Iteration 23Q: 3 clusters Score -7067641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7067663.500000 Penalty: 5232.443359
	Iteration 24Q: 3 clusters Score -7067664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7067689.500000 Penalty: 5232.443359
	Iteration 25Q: 3 clusters Score -7067690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7067699.500000 Penalty: 5232.443359
	Iteration 26Q: 3 clusters Score -7067700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7067704.000000 Penalty: 5232.443359
	Iteration 27Q: 3 clusters Score -7067704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7067712.500000 Penalty: 5232.443359
	Iteration 28Q: 3 clusters Score -7067712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7067711.000000 Penalty: 5232.443359
	Iteration 29Q: 3 clusters Score -7067711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -7067712.500000 Penalty: 5232.443359
	Iteration 30Q: 3 clusters Score -7067712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7067711.000000 Penalty: 5232.443359
	Iteration 31Q: 3 clusters Score -7067711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7067715.500000 Penalty: 5232.443359
	Iteration 32Q: 3 clusters Score -7067716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7067716.500000 Penalty: 5232.443359
	Iteration 33Q: 3 clusters Score -7067716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -7067716.500000 Penalty: 5232.443359
	Iteration 34F: 3 clusters Score -7067716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 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 388 members 
Entering Unmasked Estep 
Score: -110903.296875 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110903.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -111269.757812 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111269.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -111540.664062 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111540.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -111691.625000 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111691.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -111823.304688 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -111823.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -111923.976562 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -111992.593750 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -111992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -112077.437500 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -112077.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112127.125000 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -112127.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -112182.125000 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -112182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112251.414062 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -112251.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -112281.351562 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -112281.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -112294.718750 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -112294.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -112315.406250 Penalty: 3305.546875
	Iteration 13Q: 3 clusters Score -112315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -112323.179688 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -112323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112325.312500 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -112325.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112331.500000 Penalty: 3305.546875
	Iteration 16F: 3 clusters Score -112331.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112339.875000 Penalty: 3305.546875
	Iteration 17Q: 3 clusters Score -112339.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112344.101562 Penalty: 3305.546875
	Iteration 18Q: 3 clusters Score -112344.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -112344.101562 Penalty: 3305.546875
	Iteration 19F: 3 clusters Score -112344.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Entering Unmasked Estep 
Score: -189135.906250 Penalty: 1729.902588
	Iteration 0F: 2 clusters Score -189135.9 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 548 members 
Entering Unmasked Estep 
Score: -187190.500000 Penalty: 3459.805176
	Iteration 0F: 3 clusters Score -187190.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -187581.515625 Penalty: 3459.805176
	Iteration 1F: 3 clusters Score -187581.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187838.796875 Penalty: 3459.805176
	Iteration 2F: 3 clusters Score -187838.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -188036.671875 Penalty: 3459.805176
	Iteration 3F: 3 clusters Score -188036.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188161.421875 Penalty: 3459.805176
	Iteration 4F: 3 clusters Score -188161.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188259.734375 Penalty: 3459.805176
	Iteration 5Q: 3 clusters Score -188259.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188385.156250 Penalty: 3459.805176
	Iteration 6Q: 3 clusters Score -188385.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -188513.828125 Penalty: 3459.805176
	Iteration 7Q: 3 clusters Score -188513.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -188619.593750 Penalty: 3459.805176
	Iteration 8Q: 3 clusters Score -188619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188707.984375 Penalty: 3459.805176
	Iteration 9Q: 3 clusters Score -188708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -188754.546875 Penalty: 3459.805176
	Iteration 10Q: 3 clusters Score -188754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -188787.468750 Penalty: 3459.805176
	Iteration 11Q: 3 clusters Score -188787.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -188825.875000 Penalty: 3459.805176
	Iteration 12Q: 3 clusters Score -188825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -188844.937500 Penalty: 3459.805176
	Iteration 13Q: 3 clusters Score -188844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -188863.343750 Penalty: 3459.805176
	Iteration 14Q: 3 clusters Score -188863.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -188874.234375 Penalty: 3459.805176
	Iteration 15Q: 3 clusters Score -188874.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -188882.734375 Penalty: 3459.805176
	Iteration 16Q: 3 clusters Score -188882.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -188887.296875 Penalty: 3459.805176
	Iteration 17Q: 3 clusters Score -188887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -188892.953125 Penalty: 3459.805176
	Iteration 18Q: 3 clusters Score -188893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -188905.078125 Penalty: 3459.805176
	Iteration 19Q: 3 clusters Score -188905.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -188929.859375 Penalty: 3459.805176
	Iteration 20F: 3 clusters Score -188929.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188962.250000 Penalty: 3459.805176
	Iteration 21Q: 3 clusters Score -188962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -188997.859375 Penalty: 3459.805176
	Iteration 22Q: 3 clusters Score -188997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189034.453125 Penalty: 3459.805176
	Iteration 23Q: 3 clusters Score -189034.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -189081.125000 Penalty: 3459.805176
	Iteration 24Q: 3 clusters Score -189081.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -189120.203125 Penalty: 3459.805176
	Iteration 25Q: 3 clusters Score -189120.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -189179.296875 Penalty: 3459.805176
	Iteration 26Q: 3 clusters Score -189179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -189252.234375 Penalty: 3459.805176
	Iteration 27Q: 3 clusters Score -189252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189334.625000 Penalty: 3459.805176
	Iteration 28Q: 3 clusters Score -189334.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -189353.218750 Penalty: 3459.805176
	Iteration 29Q: 3 clusters Score -189353.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -189365.656250 Penalty: 3459.805176
	Iteration 30Q: 3 clusters Score -189365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189374.656250 Penalty: 3459.805176
	Iteration 31Q: 3 clusters Score -189374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189374.656250 Penalty: 3459.805176
	Iteration 32F: 3 clusters Score -189374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 43717 members 
Mstep: Class 3 contains 48612 members 
Mstep: Class 4 contains 38150 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 459 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46759 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55458 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49733 members 
Mstep: Class 15 contains 29334 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26239 members 
Mstep: Class 18 contains 40891 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 47225 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48414 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44419 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47321 members 
Mstep: Class 31 contains 50747 members 
Mstep: Class 32 contains 611 members 
Entering Unmasked Estep 
Score: -137158480.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137159904.000000 to -137158480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -87378.914062 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87378.91 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -87878.101562 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87878.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88098.546875 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88098.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88183.539062 Penalty: 3268.789307
	Iteration 3Q: 3 clusters Score -88183.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88243.734375 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88243.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88281.679688 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88281.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88304.375000 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88304.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88319.054688 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88319.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88333.390625 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88333.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88354.796875 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88361.117188 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88361.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88361.281250 Penalty: 3268.789307
	Iteration 11F: 3 clusters Score -88361.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88363.453125 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88363.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88374.632812 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -88374.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88394.632812 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -88394.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -88415.609375 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -88415.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88428.984375 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -88428.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88432.718750 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -88432.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88442.843750 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -88442.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -88447.781250 Penalty: 3268.789307
	Iteration 19Q: 3 clusters Score -88447.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88448.718750 Penalty: 3268.789307
	Iteration 20F: 3 clusters Score -88448.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88450.125000 Penalty: 3268.789307
	Iteration 21Q: 3 clusters Score -88450.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88452.171875 Penalty: 3268.789307
	Iteration 22Q: 3 clusters Score -88452.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -88452.171875 Penalty: 3268.789307
	Iteration 23F: 3 clusters Score -88452.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Entering Unmasked Estep 
Score: -4058254.500000 Penalty: 2476.354004
	Iteration 0F: 2 clusters Score -4058254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -4043139.500000 Penalty: 4952.708008
	Iteration 0F: 3 clusters Score -4043140 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4048250.750000 Penalty: 4952.708008
	Iteration 1F: 3 clusters Score -4048251 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4048605.250000 Penalty: 4952.708008
	Iteration 2F: 3 clusters Score -4048605 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -4048860.250000 Penalty: 4952.708008
	Iteration 3Q: 3 clusters Score -4048860 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -4049069.500000 Penalty: 4952.708008
	Iteration 4Q: 3 clusters Score -4049070 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4049240.250000 Penalty: 4952.708008
	Iteration 5Q: 3 clusters Score -4049240 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4049394.000000 Penalty: 4952.708008
	Iteration 6Q: 3 clusters Score -4049394 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4049521.750000 Penalty: 4952.708008
	Iteration 7Q: 3 clusters Score -4049522 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -4049640.000000 Penalty: 4952.708008
	Iteration 8Q: 3 clusters Score -4049640 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -4049776.750000 Penalty: 4952.708008
	Iteration 9Q: 3 clusters Score -4049777 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4049951.250000 Penalty: 4952.708008
	Iteration 10Q: 3 clusters Score -4049951 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -4050167.250000 Penalty: 4952.708008
	Iteration 11Q: 3 clusters Score -4050167 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4050411.750000 Penalty: 4952.708008
	Iteration 12Q: 3 clusters Score -4050412 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4050803.250000 Penalty: 4952.708008
	Iteration 13Q: 3 clusters Score -4050803 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4051292.750000 Penalty: 4952.708008
	Iteration 14Q: 3 clusters Score -4051293 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4051928.500000 Penalty: 4952.708008
	Iteration 15Q: 3 clusters Score -4051928 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -4052656.500000 Penalty: 4952.708008
	Iteration 16Q: 3 clusters Score -4052656 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4053388.500000 Penalty: 4952.708008
	Iteration 17Q: 3 clusters Score -4053388 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -4054087.000000 Penalty: 4952.708008
	Iteration 18Q: 3 clusters Score -4054087 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -4054659.000000 Penalty: 4952.708008
	Iteration 19Q: 3 clusters Score -4054659 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4055079.500000 Penalty: 4952.708008
	Iteration 20F: 3 clusters Score -4055080 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -4055355.250000 Penalty: 4952.708008
	Iteration 21Q: 3 clusters Score -4055355 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4055556.500000 Penalty: 4952.708008
	Iteration 22Q: 3 clusters Score -4055556 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4055717.500000 Penalty: 4952.708008
	Iteration 23Q: 3 clusters Score -4055718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4055823.750000 Penalty: 4952.708008
	Iteration 24Q: 3 clusters Score -4055824 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4055891.250000 Penalty: 4952.708008
	Iteration 25Q: 3 clusters Score -4055891 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -4055947.000000 Penalty: 4952.708008
	Iteration 26Q: 3 clusters Score -4055947 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4055976.000000 Penalty: 4952.708008
	Iteration 27Q: 3 clusters Score -4055976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4056000.500000 Penalty: 4952.708008
	Iteration 28Q: 3 clusters Score -4056000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4056032.000000 Penalty: 4952.708008
	Iteration 29Q: 3 clusters Score -4056032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -4056046.250000 Penalty: 4952.708008
	Iteration 30Q: 3 clusters Score -4056046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -4056048.000000 Penalty: 4952.708008
	Iteration 31Q: 3 clusters Score -4056048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4056055.250000 Penalty: 4952.708008
	Iteration 32Q: 3 clusters Score -4056055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -4056061.750000 Penalty: 4952.708008
	Iteration 33Q: 3 clusters Score -4056062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -4056069.750000 Penalty: 4952.708008
	Iteration 34Q: 3 clusters Score -4056070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4056069.500000 Penalty: 4952.708008
	Iteration 35Q: 3 clusters Score -4056070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4056069.500000 Penalty: 4952.708008
	Iteration 36F: 3 clusters Score -4056070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -163417.328125 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -163417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -161552.140625 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -161552.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -162137.359375 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -162137.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162461.375000 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -162461.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -162630.421875 Penalty: 3437.525391
	Iteration 3F: 3 clusters Score -162630.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -162769.937500 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -162769.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -162850.750000 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -162850.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -162885.656250 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -162885.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -162932.937500 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -162932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162983.468750 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -162983.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -163055.281250 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -163055.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -163112.750000 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -163112.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -163180.156250 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -163180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -163251.390625 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -163251.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -163289.875000 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -163289.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -163307.921875 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -163307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -163322.828125 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -163322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -163337.218750 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -163337.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -163347.578125 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -163347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163349.843750 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -163349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -163349.843750 Penalty: 3437.525391
	Iteration 19F: 3 clusters Score -163349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Entering Unmasked Estep 
Score: -8763317.000000 Penalty: 2666.685059
	Iteration 0F: 2 clusters Score -8763317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8733300.000000 Penalty: 5333.370117
	Iteration 0F: 3 clusters Score -8733300 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -8744903.000000 Penalty: 5333.370117
	Iteration 1F: 3 clusters Score -8744903 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8745413.000000 Penalty: 5333.370117
	Iteration 2Q: 3 clusters Score -8745413 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8745827.000000 Penalty: 5333.370117
	Iteration 3Q: 3 clusters Score -8745827 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8746354.000000 Penalty: 5333.370117
	Iteration 4Q: 3 clusters Score -8746354 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -8746798.000000 Penalty: 5333.370117
	Iteration 5Q: 3 clusters Score -8746798 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8747428.000000 Penalty: 5333.370117
	Iteration 6Q: 3 clusters Score -8747428 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -8748171.000000 Penalty: 5333.370117
	Iteration 7Q: 3 clusters Score -8748171 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8749299.000000 Penalty: 5333.370117
	Iteration 8Q: 3 clusters Score -8749299 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8750866.000000 Penalty: 5333.370117
	Iteration 9F: 3 clusters Score -8750866 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -8753098.000000 Penalty: 5333.370117
	Iteration 10F: 3 clusters Score -8753098 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8755459.000000 Penalty: 5333.370117
	Iteration 11F: 3 clusters Score -8755459 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -8756949.000000 Penalty: 5333.370117
	Iteration 12F: 3 clusters Score -8756949 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8757566.000000 Penalty: 5333.370117
	Iteration 13Q: 3 clusters Score -8757566 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -8757860.000000 Penalty: 5333.370117
	Iteration 14Q: 3 clusters Score -8757860 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -8758059.000000 Penalty: 5333.370117
	Iteration 15Q: 3 clusters Score -8758059 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8758217.000000 Penalty: 5333.370117
	Iteration 16Q: 3 clusters Score -8758217 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -8758391.000000 Penalty: 5333.370117
	Iteration 17Q: 3 clusters Score -8758391 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -8758516.000000 Penalty: 5333.370117
	Iteration 18Q: 3 clusters Score -8758516 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -8758609.000000 Penalty: 5333.370117
	Iteration 19Q: 3 clusters Score -8758609 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -8758726.000000 Penalty: 5333.370117
	Iteration 20F: 3 clusters Score -8758726 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -8758798.000000 Penalty: 5333.370117
	Iteration 21Q: 3 clusters Score -8758798 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -8758876.000000 Penalty: 5333.370117
	Iteration 22Q: 3 clusters Score -8758876 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -8758988.000000 Penalty: 5333.370117
	Iteration 23Q: 3 clusters Score -8758988 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -8759045.000000 Penalty: 5333.370117
	Iteration 24Q: 3 clusters Score -8759045 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -8759106.000000 Penalty: 5333.370117
	Iteration 25Q: 3 clusters Score -8759106 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -8759199.000000 Penalty: 5333.370117
	Iteration 26Q: 3 clusters Score -8759199 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -8759254.000000 Penalty: 5333.370117
	Iteration 27Q: 3 clusters Score -8759254 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -8759313.000000 Penalty: 5333.370117
	Iteration 28Q: 3 clusters Score -8759313 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -8759405.000000 Penalty: 5333.370117
	Iteration 29Q: 3 clusters Score -8759405 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -8759416.000000 Penalty: 5333.370117
	Iteration 30Q: 3 clusters Score -8759416 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -8759459.000000 Penalty: 5333.370117
	Iteration 31Q: 3 clusters Score -8759459 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -8759481.000000 Penalty: 5333.370117
	Iteration 32Q: 3 clusters Score -8759481 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -8759464.000000 Penalty: 5333.370117
	Iteration 33Q: 3 clusters Score -8759464 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8759474.000000 Penalty: 5333.370117
	Iteration 34Q: 3 clusters Score -8759474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8759492.000000 Penalty: 5333.370117
	Iteration 35Q: 3 clusters Score -8759492 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -8759505.000000 Penalty: 5333.370117
	Iteration 36Q: 3 clusters Score -8759505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -8759510.000000 Penalty: 5333.370117
	Iteration 37Q: 3 clusters Score -8759510 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -8759520.000000 Penalty: 5333.370117
	Iteration 38Q: 3 clusters Score -8759520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -8759534.000000 Penalty: 5333.370117
	Iteration 39Q: 3 clusters Score -8759534 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8759543.000000 Penalty: 5333.370117
	Iteration 40F: 3 clusters Score -8759543 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -8759544.000000 Penalty: 5333.370117
	Iteration 41Q: 3 clusters Score -8759544 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8759545.000000 Penalty: 5333.370117
	Iteration 42Q: 3 clusters Score -8759545 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8759549.000000 Penalty: 5333.370117
	Iteration 43Q: 3 clusters Score -8759549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -8759553.000000 Penalty: 5333.370117
	Iteration 44Q: 3 clusters Score -8759553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8759587.000000 Penalty: 5333.370117
	Iteration 45Q: 3 clusters Score -8759587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8759602.000000 Penalty: 5333.370117
	Iteration 46Q: 3 clusters Score -8759602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8759621.000000 Penalty: 5333.370117
	Iteration 47Q: 3 clusters Score -8759621 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8759602.000000 Penalty: 5333.370117
	Iteration 48Q: 3 clusters Score -8759602 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8759609.000000 Penalty: 5333.370117
	Iteration 49Q: 3 clusters Score -8759609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -8759625.000000 Penalty: 5333.370117
	Iteration 50Q: 3 clusters Score -8759625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8759617.000000 Penalty: 5333.370117
	Iteration 51Q: 3 clusters Score -8759617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8759614.000000 Penalty: 5333.370117
	Iteration 52Q: 3 clusters Score -8759614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8759631.000000 Penalty: 5333.370117
	Iteration 53Q: 3 clusters Score -8759631 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8759635.000000 Penalty: 5333.370117
	Iteration 54Q: 3 clusters Score -8759635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -8759664.000000 Penalty: 5333.370117
	Iteration 55Q: 3 clusters Score -8759664 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -8759659.000000 Penalty: 5333.370117
	Iteration 56Q: 3 clusters Score -8759659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -8759664.000000 Penalty: 5333.370117
	Iteration 57Q: 3 clusters Score -8759664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8759675.000000 Penalty: 5333.370117
	Iteration 58Q: 3 clusters Score -8759675 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8759686.000000 Penalty: 5333.370117
	Iteration 59Q: 3 clusters Score -8759686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -8759681.000000 Penalty: 5333.370117
	Iteration 60F: 3 clusters Score -8759681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8759673.000000 Penalty: 5333.370117
	Iteration 61Q: 3 clusters Score -8759673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8759684.000000 Penalty: 5333.370117
	Iteration 62Q: 3 clusters Score -8759684 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8759686.000000 Penalty: 5333.370117
	Iteration 63Q: 3 clusters Score -8759686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -8759677.000000 Penalty: 5333.370117
	Iteration 64Q: 3 clusters Score -8759677 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -8759692.000000 Penalty: 5333.370117
	Iteration 65Q: 3 clusters Score -8759692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8759706.000000 Penalty: 5333.370117
	Iteration 66Q: 3 clusters Score -8759706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -8759711.000000 Penalty: 5333.370117
	Iteration 67Q: 3 clusters Score -8759711 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -8759731.000000 Penalty: 5333.370117
	Iteration 68Q: 3 clusters Score -8759731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -8759721.000000 Penalty: 5333.370117
	Iteration 69Q: 3 clusters Score -8759721 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -8759710.000000 Penalty: 5333.370117
	Iteration 70Q: 3 clusters Score -8759710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -8759700.000000 Penalty: 5333.370117
	Iteration 71Q: 3 clusters Score -8759700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8759704.000000 Penalty: 5333.370117
	Iteration 72Q: 3 clusters Score -8759704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -8759706.000000 Penalty: 5333.370117
	Iteration 73Q: 3 clusters Score -8759706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8759718.000000 Penalty: 5333.370117
	Iteration 74Q: 3 clusters Score -8759718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -8759723.000000 Penalty: 5333.370117
	Iteration 75Q: 3 clusters Score -8759723 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -8759737.000000 Penalty: 5333.370117
	Iteration 76Q: 3 clusters Score -8759737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -8759752.000000 Penalty: 5333.370117
	Iteration 77Q: 3 clusters Score -8759752 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -8759755.000000 Penalty: 5333.370117
	Iteration 78Q: 3 clusters Score -8759755 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -8759772.000000 Penalty: 5333.370117
	Iteration 79Q: 3 clusters Score -8759772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -8759765.000000 Penalty: 5333.370117
	Iteration 80F: 3 clusters Score -8759765 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -8759773.000000 Penalty: 5333.370117
	Iteration 81Q: 3 clusters Score -8759773 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8759788.000000 Penalty: 5333.370117
	Iteration 82Q: 3 clusters Score -8759788 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -8759780.000000 Penalty: 5333.370117
	Iteration 83Q: 3 clusters Score -8759780 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -8759792.000000 Penalty: 5333.370117
	Iteration 84Q: 3 clusters Score -8759792 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -8759808.000000 Penalty: 5333.370117
	Iteration 85Q: 3 clusters Score -8759808 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -8759832.000000 Penalty: 5333.370117
	Iteration 86Q: 3 clusters Score -8759832 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -8759831.000000 Penalty: 5333.370117
	Iteration 87Q: 3 clusters Score -8759831 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -8759850.000000 Penalty: 5333.370117
	Iteration 88Q: 3 clusters Score -8759850 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -8759860.000000 Penalty: 5333.370117
	Iteration 89Q: 3 clusters Score -8759860 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -8759886.000000 Penalty: 5333.370117
	Iteration 90Q: 3 clusters Score -8759886 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -8759894.000000 Penalty: 5333.370117
	Iteration 91Q: 3 clusters Score -8759894 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8759917.000000 Penalty: 5333.370117
	Iteration 92Q: 3 clusters Score -8759917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8759936.000000 Penalty: 5333.370117
	Iteration 93Q: 3 clusters Score -8759936 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -8759937.000000 Penalty: 5333.370117
	Iteration 94Q: 3 clusters Score -8759937 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -8759931.000000 Penalty: 5333.370117
	Iteration 95Q: 3 clusters Score -8759931 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -8759921.000000 Penalty: 5333.370117
	Iteration 96Q: 3 clusters Score -8759921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8759948.000000 Penalty: 5333.370117
	Iteration 97Q: 3 clusters Score -8759948 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -8759959.000000 Penalty: 5333.370117
	Iteration 98Q: 3 clusters Score -8759959 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -8759971.000000 Penalty: 5333.370117
	Iteration 99Q: 3 clusters Score -8759971 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -8759986.000000 Penalty: 5333.370117
	Iteration 100F: 3 clusters Score -8759986 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -8760016.000000 Penalty: 5333.370117
	Iteration 101Q: 3 clusters Score -8760016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -8760043.000000 Penalty: 5333.370117
	Iteration 102Q: 3 clusters Score -8760043 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -8760064.000000 Penalty: 5333.370117
	Iteration 103Q: 3 clusters Score -8760064 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -8760045.000000 Penalty: 5333.370117
	Iteration 104Q: 3 clusters Score -8760045 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -8760041.000000 Penalty: 5333.370117
	Iteration 105Q: 3 clusters Score -8760041 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8760069.000000 Penalty: 5333.370117
	Iteration 106Q: 3 clusters Score -8760069 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -8760072.000000 Penalty: 5333.370117
	Iteration 107Q: 3 clusters Score -8760072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -8760065.000000 Penalty: 5333.370117
	Iteration 108Q: 3 clusters Score -8760065 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8760076.000000 Penalty: 5333.370117
	Iteration 109Q: 3 clusters Score -8760076 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -8760077.000000 Penalty: 5333.370117
	Iteration 110Q: 3 clusters Score -8760077 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -8760080.000000 Penalty: 5333.370117
	Iteration 111Q: 3 clusters Score -8760080 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -8760077.000000 Penalty: 5333.370117
	Iteration 112Q: 3 clusters Score -8760077 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -8760095.000000 Penalty: 5333.370117
	Iteration 113Q: 3 clusters Score -8760095 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -8760082.000000 Penalty: 5333.370117
	Iteration 114Q: 3 clusters Score -8760082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -8760091.000000 Penalty: 5333.370117
	Iteration 115Q: 3 clusters Score -8760091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -8760108.000000 Penalty: 5333.370117
	Iteration 116Q: 3 clusters Score -8760108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -8760121.000000 Penalty: 5333.370117
	Iteration 117Q: 3 clusters Score -8760121 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -8760133.000000 Penalty: 5333.370117
	Iteration 118Q: 3 clusters Score -8760133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -8760129.000000 Penalty: 5333.370117
	Iteration 119Q: 3 clusters Score -8760129 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -8760143.000000 Penalty: 5333.370117
	Iteration 120F: 3 clusters Score -8760143 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -8760137.000000 Penalty: 5333.370117
	Iteration 121Q: 3 clusters Score -8760137 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -8760151.000000 Penalty: 5333.370117
	Iteration 122Q: 3 clusters Score -8760151 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -8760143.000000 Penalty: 5333.370117
	Iteration 123Q: 3 clusters Score -8760143 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -8760159.000000 Penalty: 5333.370117
	Iteration 124Q: 3 clusters Score -8760159 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -8760147.000000 Penalty: 5333.370117
	Iteration 125Q: 3 clusters Score -8760147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -8760192.000000 Penalty: 5333.370117
	Iteration 126Q: 3 clusters Score -8760192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -8760208.000000 Penalty: 5333.370117
	Iteration 127Q: 3 clusters Score -8760208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -8760208.000000 Penalty: 5333.370117
	Iteration 128Q: 3 clusters Score -8760208 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -8760222.000000 Penalty: 5333.370117
	Iteration 129Q: 3 clusters Score -8760222 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -8760253.000000 Penalty: 5333.370117
	Iteration 130Q: 3 clusters Score -8760253 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -8760271.000000 Penalty: 5333.370117
	Iteration 131Q: 3 clusters Score -8760271 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -8760278.000000 Penalty: 5333.370117
	Iteration 132Q: 3 clusters Score -8760278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -8760268.000000 Penalty: 5333.370117
	Iteration 133Q: 3 clusters Score -8760268 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -8760294.000000 Penalty: 5333.370117
	Iteration 134Q: 3 clusters Score -8760294 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -8760294.000000 Penalty: 5333.370117
	Iteration 135Q: 3 clusters Score -8760294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -8760292.000000 Penalty: 5333.370117
	Iteration 136Q: 3 clusters Score -8760292 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -8760269.000000 Penalty: 5333.370117
	Iteration 137Q: 3 clusters Score -8760269 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -8760275.000000 Penalty: 5333.370117
	Iteration 138Q: 3 clusters Score -8760275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -8760288.000000 Penalty: 5333.370117
	Iteration 139Q: 3 clusters Score -8760288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -8760296.000000 Penalty: 5333.370117
	Iteration 140F: 3 clusters Score -8760296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -8760291.000000 Penalty: 5333.370117
	Iteration 141Q: 3 clusters Score -8760291 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8760283.000000 Penalty: 5333.370117
	Iteration 142Q: 3 clusters Score -8760283 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -8760289.000000 Penalty: 5333.370117
	Iteration 143Q: 3 clusters Score -8760289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -8760292.000000 Penalty: 5333.370117
	Iteration 144Q: 3 clusters Score -8760292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -8760302.000000 Penalty: 5333.370117
	Iteration 145Q: 3 clusters Score -8760302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8760298.000000 Penalty: 5333.370117
	Iteration 146Q: 3 clusters Score -8760298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -8760297.000000 Penalty: 5333.370117
	Iteration 147Q: 3 clusters Score -8760297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -8760305.000000 Penalty: 5333.370117
	Iteration 148Q: 3 clusters Score -8760305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -8760305.000000 Penalty: 5333.370117
	Iteration 149Q: 3 clusters Score -8760305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8760338.000000 Penalty: 5333.370117
	Iteration 150Q: 3 clusters Score -8760338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -8760331.000000 Penalty: 5333.370117
	Iteration 151Q: 3 clusters Score -8760331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8760329.000000 Penalty: 5333.370117
	Iteration 152Q: 3 clusters Score -8760329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -8760321.000000 Penalty: 5333.370117
	Iteration 153Q: 3 clusters Score -8760321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8760339.000000 Penalty: 5333.370117
	Iteration 154Q: 3 clusters Score -8760339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -8760350.000000 Penalty: 5333.370117
	Iteration 155Q: 3 clusters Score -8760350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -8760379.000000 Penalty: 5333.370117
	Iteration 156Q: 3 clusters Score -8760379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -8760390.000000 Penalty: 5333.370117
	Iteration 157Q: 3 clusters Score -8760390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -8760406.000000 Penalty: 5333.370117
	Iteration 158Q: 3 clusters Score -8760406 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -8760419.000000 Penalty: 5333.370117
	Iteration 159Q: 3 clusters Score -8760419 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8760399.000000 Penalty: 5333.370117
	Iteration 160F: 3 clusters Score -8760399 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -8760417.000000 Penalty: 5333.370117
	Iteration 161Q: 3 clusters Score -8760417 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -8760427.000000 Penalty: 5333.370117
	Iteration 162Q: 3 clusters Score -8760427 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -8760442.000000 Penalty: 5333.370117
	Iteration 163Q: 3 clusters Score -8760442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8760451.000000 Penalty: 5333.370117
	Iteration 164Q: 3 clusters Score -8760451 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -8760444.000000 Penalty: 5333.370117
	Iteration 165Q: 3 clusters Score -8760444 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -8760451.000000 Penalty: 5333.370117
	Iteration 166Q: 3 clusters Score -8760451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -8760466.000000 Penalty: 5333.370117
	Iteration 167Q: 3 clusters Score -8760466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -8760476.000000 Penalty: 5333.370117
	Iteration 168Q: 3 clusters Score -8760476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8760472.000000 Penalty: 5333.370117
	Iteration 169Q: 3 clusters Score -8760472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -8760461.000000 Penalty: 5333.370117
	Iteration 170Q: 3 clusters Score -8760461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -8760476.000000 Penalty: 5333.370117
	Iteration 171Q: 3 clusters Score -8760476 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -8760510.000000 Penalty: 5333.370117
	Iteration 172Q: 3 clusters Score -8760510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -8760528.000000 Penalty: 5333.370117
	Iteration 173Q: 3 clusters Score -8760528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -8760528.000000 Penalty: 5333.370117
	Iteration 174Q: 3 clusters Score -8760528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -8760492.000000 Penalty: 5333.370117
	Iteration 175Q: 3 clusters Score -8760492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8760526.000000 Penalty: 5333.370117
	Iteration 176Q: 3 clusters Score -8760526 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -8760548.000000 Penalty: 5333.370117
	Iteration 177Q: 3 clusters Score -8760548 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8760547.000000 Penalty: 5333.370117
	Iteration 178Q: 3 clusters Score -8760547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -8760543.000000 Penalty: 5333.370117
	Iteration 179Q: 3 clusters Score -8760543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -8760554.000000 Penalty: 5333.370117
	Iteration 180F: 3 clusters Score -8760554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8760577.000000 Penalty: 5333.370117
	Iteration 181Q: 3 clusters Score -8760577 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -8760582.000000 Penalty: 5333.370117
	Iteration 182Q: 3 clusters Score -8760582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -8760600.000000 Penalty: 5333.370117
	Iteration 183Q: 3 clusters Score -8760600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8760622.000000 Penalty: 5333.370117
	Iteration 184Q: 3 clusters Score -8760622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -8760630.000000 Penalty: 5333.370117
	Iteration 185Q: 3 clusters Score -8760630 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -8760663.000000 Penalty: 5333.370117
	Iteration 186Q: 3 clusters Score -8760663 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8760672.000000 Penalty: 5333.370117
	Iteration 187Q: 3 clusters Score -8760672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -8760696.000000 Penalty: 5333.370117
	Iteration 188Q: 3 clusters Score -8760696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -8760686.000000 Penalty: 5333.370117
	Iteration 189Q: 3 clusters Score -8760686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -8760688.000000 Penalty: 5333.370117
	Iteration 190Q: 3 clusters Score -8760688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -8760678.000000 Penalty: 5333.370117
	Iteration 191Q: 3 clusters Score -8760678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -8760671.000000 Penalty: 5333.370117
	Iteration 192Q: 3 clusters Score -8760671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -8760691.000000 Penalty: 5333.370117
	Iteration 193Q: 3 clusters Score -8760691 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -8760697.000000 Penalty: 5333.370117
	Iteration 194Q: 3 clusters Score -8760697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -8760692.000000 Penalty: 5333.370117
	Iteration 195Q: 3 clusters Score -8760692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -8760711.000000 Penalty: 5333.370117
	Iteration 196Q: 3 clusters Score -8760711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -8760712.000000 Penalty: 5333.370117
	Iteration 197Q: 3 clusters Score -8760712 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -8760704.000000 Penalty: 5333.370117
	Iteration 198Q: 3 clusters Score -8760704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -8760696.000000 Penalty: 5333.370117
	Iteration 199Q: 3 clusters Score -8760696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8760706.000000 Penalty: 5333.370117
	Iteration 200F: 3 clusters Score -8760706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -8760699.000000 Penalty: 5333.370117
	Iteration 201Q: 3 clusters Score -8760699 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8760715.000000 Penalty: 5333.370117
	Iteration 202Q: 3 clusters Score -8760715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8760707.000000 Penalty: 5333.370117
	Iteration 203Q: 3 clusters Score -8760707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -8760704.000000 Penalty: 5333.370117
	Iteration 204Q: 3 clusters Score -8760704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -8760713.000000 Penalty: 5333.370117
	Iteration 205Q: 3 clusters Score -8760713 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8760738.000000 Penalty: 5333.370117
	Iteration 206Q: 3 clusters Score -8760738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8760736.000000 Penalty: 5333.370117
	Iteration 207Q: 3 clusters Score -8760736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8760744.000000 Penalty: 5333.370117
	Iteration 208Q: 3 clusters Score -8760744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -8760734.000000 Penalty: 5333.370117
	Iteration 209Q: 3 clusters Score -8760734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -8760743.000000 Penalty: 5333.370117
	Iteration 210Q: 3 clusters Score -8760743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -8760769.000000 Penalty: 5333.370117
	Iteration 211Q: 3 clusters Score -8760769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -8760785.000000 Penalty: 5333.370117
	Iteration 212Q: 3 clusters Score -8760785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -8760794.000000 Penalty: 5333.370117
	Iteration 213Q: 3 clusters Score -8760794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -8760794.000000 Penalty: 5333.370117
	Iteration 214Q: 3 clusters Score -8760794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -8760793.000000 Penalty: 5333.370117
	Iteration 215Q: 3 clusters Score -8760793 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -8760798.000000 Penalty: 5333.370117
	Iteration 216Q: 3 clusters Score -8760798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8760786.000000 Penalty: 5333.370117
	Iteration 217Q: 3 clusters Score -8760786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -8760801.000000 Penalty: 5333.370117
	Iteration 218Q: 3 clusters Score -8760801 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -8760800.000000 Penalty: 5333.370117
	Iteration 219Q: 3 clusters Score -8760800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8760794.000000 Penalty: 5333.370117
	Iteration 220F: 3 clusters Score -8760794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8760797.000000 Penalty: 5333.370117
	Iteration 221Q: 3 clusters Score -8760797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -8760801.000000 Penalty: 5333.370117
	Iteration 222Q: 3 clusters Score -8760801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -8760787.000000 Penalty: 5333.370117
	Iteration 223Q: 3 clusters Score -8760787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -8760793.000000 Penalty: 5333.370117
	Iteration 224Q: 3 clusters Score -8760793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8760792.000000 Penalty: 5333.370117
	Iteration 225Q: 3 clusters Score -8760792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -8760794.000000 Penalty: 5333.370117
	Iteration 226Q: 3 clusters Score -8760794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8760795.000000 Penalty: 5333.370117
	Iteration 227Q: 3 clusters Score -8760795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8760795.000000 Penalty: 5333.370117
	Iteration 228F: 3 clusters Score -8760795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -200565.796875 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -200565.8 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 589 members 
Entering Unmasked Estep 
Score: -198499.781250 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -198499.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -198843.453125 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -198843.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -198960.703125 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -198960.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -199019.828125 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -199019.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -199042.000000 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -199042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -199052.312500 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -199052.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -199060.750000 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -199060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -199068.125000 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -199068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -199073.781250 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -199073.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199078.000000 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -199078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -199080.578125 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -199080.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -199083.406250 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -199083.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -199083.984375 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -199084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -199083.984375 Penalty: 3505.813232
	Iteration 13F: 3 clusters Score -199084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Entering Unmasked Estep 
Score: -10408440.000000 Penalty: 2708.998535
	Iteration 0F: 2 clusters Score -1.040844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -10377468.000000 Penalty: 5417.997070
	Iteration 0F: 3 clusters Score -1.037747e+07 nChanged 25643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -10391842.000000 Penalty: 5417.997070
	Iteration 1F: 3 clusters Score -1.039184e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -10392450.000000 Penalty: 5417.997070
	Iteration 2Q: 3 clusters Score -1.039245e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -10393141.000000 Penalty: 5417.997070
	Iteration 3Q: 3 clusters Score -1.039314e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -10394064.000000 Penalty: 5417.997070
	Iteration 4Q: 3 clusters Score -1.039406e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -10395409.000000 Penalty: 5417.997070
	Iteration 5F: 3 clusters Score -1.039541e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -10397366.000000 Penalty: 5417.997070
	Iteration 6F: 3 clusters Score -1.039737e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -10400044.000000 Penalty: 5417.997070
	Iteration 7F: 3 clusters Score -1.040004e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -10402180.000000 Penalty: 5417.997070
	Iteration 8F: 3 clusters Score -1.040218e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -10403801.000000 Penalty: 5417.997070
	Iteration 9Q: 3 clusters Score -1.04038e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -10405265.000000 Penalty: 5417.997070
	Iteration 10Q: 3 clusters Score -1.040526e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -10406185.000000 Penalty: 5417.997070
	Iteration 11Q: 3 clusters Score -1.040618e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -10406578.000000 Penalty: 5417.997070
	Iteration 12Q: 3 clusters Score -1.040658e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -10406853.000000 Penalty: 5417.997070
	Iteration 13Q: 3 clusters Score -1.040685e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -10406871.000000 Penalty: 5417.997070
	Iteration 14Q: 3 clusters Score -1.040687e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -10406892.000000 Penalty: 5417.997070
	Iteration 15Q: 3 clusters Score -1.040689e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -10406875.000000 Penalty: 5417.997070
	Iteration 16Q: 3 clusters Score -1.040688e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52577 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -10406806.000000 Penalty: 5417.997070
	Iteration 17Q: 3 clusters Score -1.040681e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52927 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -10406770.000000 Penalty: 5417.997070
	Iteration 18Q: 3 clusters Score -1.040677e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -10406787.000000 Penalty: 5417.997070
	Iteration 19Q: 3 clusters Score -1.040679e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -10406731.000000 Penalty: 5417.997070
	Iteration 20F: 3 clusters Score -1.040673e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10406663.000000 Penalty: 5417.997070
	Iteration 21Q: 3 clusters Score -1.040666e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53739 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -10406651.000000 Penalty: 5417.997070
	Iteration 22Q: 3 clusters Score -1.040665e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -10406633.000000 Penalty: 5417.997070
	Iteration 23Q: 3 clusters Score -1.040663e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -10406643.000000 Penalty: 5417.997070
	Iteration 24Q: 3 clusters Score -1.040664e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -10406648.000000 Penalty: 5417.997070
	Iteration 25Q: 3 clusters Score -1.040665e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -10406646.000000 Penalty: 5417.997070
	Iteration 26Q: 3 clusters Score -1.040665e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10406634.000000 Penalty: 5417.997070
	Iteration 27Q: 3 clusters Score -1.040663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10406647.000000 Penalty: 5417.997070
	Iteration 28Q: 3 clusters Score -1.040665e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10406634.000000 Penalty: 5417.997070
	Iteration 29Q: 3 clusters Score -1.040663e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10406632.000000 Penalty: 5417.997070
	Iteration 30Q: 3 clusters Score -1.040663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10406624.000000 Penalty: 5417.997070
	Iteration 31Q: 3 clusters Score -1.040662e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10406625.000000 Penalty: 5417.997070
	Iteration 32Q: 3 clusters Score -1.040662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10406613.000000 Penalty: 5417.997070
	Iteration 33Q: 3 clusters Score -1.040661e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10406601.000000 Penalty: 5417.997070
	Iteration 34Q: 3 clusters Score -1.04066e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -10406595.000000 Penalty: 5417.997070
	Iteration 35Q: 3 clusters Score -1.04066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -10406597.000000 Penalty: 5417.997070
	Iteration 36Q: 3 clusters Score -1.04066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -10406603.000000 Penalty: 5417.997070
	Iteration 37Q: 3 clusters Score -1.04066e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10406606.000000 Penalty: 5417.997070
	Iteration 38Q: 3 clusters Score -1.040661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10406609.000000 Penalty: 5417.997070
	Iteration 39Q: 3 clusters Score -1.040661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10406627.000000 Penalty: 5417.997070
	Iteration 40F: 3 clusters Score -1.040663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10406656.000000 Penalty: 5417.997070
	Iteration 41Q: 3 clusters Score -1.040666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54424 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10406647.000000 Penalty: 5417.997070
	Iteration 42Q: 3 clusters Score -1.040665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10406637.000000 Penalty: 5417.997070
	Iteration 43Q: 3 clusters Score -1.040664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10406649.000000 Penalty: 5417.997070
	Iteration 44Q: 3 clusters Score -1.040665e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10406647.000000 Penalty: 5417.997070
	Iteration 45Q: 3 clusters Score -1.040665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54460 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -10406651.000000 Penalty: 5417.997070
	Iteration 46Q: 3 clusters Score -1.040665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10406641.000000 Penalty: 5417.997070
	Iteration 47Q: 3 clusters Score -1.040664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -10406658.000000 Penalty: 5417.997070
	Iteration 48Q: 3 clusters Score -1.040666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10406664.000000 Penalty: 5417.997070
	Iteration 49Q: 3 clusters Score -1.040666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54479 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -10406650.000000 Penalty: 5417.997070
	Iteration 50Q: 3 clusters Score -1.040665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10406650.000000 Penalty: 5417.997070
	Iteration 51Q: 3 clusters Score -1.040665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10406648.000000 Penalty: 5417.997070
	Iteration 52Q: 3 clusters Score -1.040665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10406664.000000 Penalty: 5417.997070
	Iteration 53Q: 3 clusters Score -1.040666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10406654.000000 Penalty: 5417.997070
	Iteration 54Q: 3 clusters Score -1.040665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10406669.000000 Penalty: 5417.997070
	Iteration 55Q: 3 clusters Score -1.040667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10406679.000000 Penalty: 5417.997070
	Iteration 56Q: 3 clusters Score -1.040668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10406677.000000 Penalty: 5417.997070
	Iteration 57Q: 3 clusters Score -1.040668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -10406679.000000 Penalty: 5417.997070
	Iteration 58Q: 3 clusters Score -1.040668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10406672.000000 Penalty: 5417.997070
	Iteration 59Q: 3 clusters Score -1.040667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54551 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10406684.000000 Penalty: 5417.997070
	Iteration 60F: 3 clusters Score -1.040668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10406690.000000 Penalty: 5417.997070
	Iteration 61Q: 3 clusters Score -1.040669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10406684.000000 Penalty: 5417.997070
	Iteration 62Q: 3 clusters Score -1.040668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10406672.000000 Penalty: 5417.997070
	Iteration 63Q: 3 clusters Score -1.040667e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10406676.000000 Penalty: 5417.997070
	Iteration 64Q: 3 clusters Score -1.040668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10406683.000000 Penalty: 5417.997070
	Iteration 65Q: 3 clusters Score -1.040668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10406681.000000 Penalty: 5417.997070
	Iteration 66Q: 3 clusters Score -1.040668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10406688.000000 Penalty: 5417.997070
	Iteration 67Q: 3 clusters Score -1.040669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10406677.000000 Penalty: 5417.997070
	Iteration 68Q: 3 clusters Score -1.040668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54579 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10406670.000000 Penalty: 5417.997070
	Iteration 69Q: 3 clusters Score -1.040667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10406675.000000 Penalty: 5417.997070
	Iteration 70Q: 3 clusters Score -1.040668e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10406675.000000 Penalty: 5417.997070
	Iteration 71F: 3 clusters Score -1.040668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -1161590.500000 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -1161590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1156245.250000 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -1156245 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1157545.625000 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -1157546 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1157742.000000 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -1157742 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1157878.500000 Penalty: 4338.450195
	Iteration 3Q: 3 clusters Score -1157878 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1157971.875000 Penalty: 4338.450195
	Iteration 4Q: 3 clusters Score -1157972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1158040.750000 Penalty: 4338.450195
	Iteration 5Q: 3 clusters Score -1158041 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1158085.125000 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -1158085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1158127.875000 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -1158128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1158178.875000 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -1158179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1158223.750000 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -1158224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1158260.750000 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -1158261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1158305.375000 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -1158305 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1158351.125000 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -1158351 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1158407.000000 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -1158407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1158461.875000 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -1158462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1158515.875000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -1158516 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1158582.875000 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -1158583 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1158664.750000 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -1158665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1158749.750000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -1158750 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1158824.125000 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -1158824 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1158915.750000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -1158916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1159005.125000 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -1159005 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1159098.000000 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -1159098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1159206.375000 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -1159206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1159287.875000 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -1159288 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1159346.375000 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -1159346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1159398.000000 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -1159398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1159453.125000 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -1159453 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1159501.000000 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -1159501 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1159536.000000 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -1159536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1159571.875000 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -1159572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1159594.000000 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -1159594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1159609.375000 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -1159609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1159623.000000 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -1159623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1159627.500000 Penalty: 4338.450195
	Iteration 34Q: 3 clusters Score -1159628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1159634.875000 Penalty: 4338.450195
	Iteration 35Q: 3 clusters Score -1159635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1159639.250000 Penalty: 4338.450195
	Iteration 36Q: 3 clusters Score -1159639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1159642.750000 Penalty: 4338.450195
	Iteration 37Q: 3 clusters Score -1159643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1159643.000000 Penalty: 4338.450195
	Iteration 38Q: 3 clusters Score -1159643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1159643.000000 Penalty: 4338.450195
	Iteration 39F: 3 clusters Score -1159643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Entering Unmasked Estep 
Score: -9324771.000000 Penalty: 2681.977051
	Iteration 0F: 2 clusters Score -9324771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -9293457.000000 Penalty: 5363.954102
	Iteration 0F: 3 clusters Score -9293457 nChanged 22957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -9306365.000000 Penalty: 5363.954102
	Iteration 1F: 3 clusters Score -9306365 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -9306948.000000 Penalty: 5363.954102
	Iteration 2Q: 3 clusters Score -9306948 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -9307704.000000 Penalty: 5363.954102
	Iteration 3Q: 3 clusters Score -9307704 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -9308836.000000 Penalty: 5363.954102
	Iteration 4F: 3 clusters Score -9308836 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -9310516.000000 Penalty: 5363.954102
	Iteration 5F: 3 clusters Score -9310516 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -9312636.000000 Penalty: 5363.954102
	Iteration 6F: 3 clusters Score -9312636 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -9315216.000000 Penalty: 5363.954102
	Iteration 7F: 3 clusters Score -9315216 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -9317811.000000 Penalty: 5363.954102
	Iteration 8F: 3 clusters Score -9317811 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -9319720.000000 Penalty: 5363.954102
	Iteration 9Q: 3 clusters Score -9319720 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -9320791.000000 Penalty: 5363.954102
	Iteration 10Q: 3 clusters Score -9320791 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -9321399.000000 Penalty: 5363.954102
	Iteration 11Q: 3 clusters Score -9321399 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -9321943.000000 Penalty: 5363.954102
	Iteration 12Q: 3 clusters Score -9321943 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -9322335.000000 Penalty: 5363.954102
	Iteration 13Q: 3 clusters Score -9322335 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -9322699.000000 Penalty: 5363.954102
	Iteration 14Q: 3 clusters Score -9322699 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -9322924.000000 Penalty: 5363.954102
	Iteration 15Q: 3 clusters Score -9322924 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -9322997.000000 Penalty: 5363.954102
	Iteration 16Q: 3 clusters Score -9322997 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -9323092.000000 Penalty: 5363.954102
	Iteration 17Q: 3 clusters Score -9323092 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -9323152.000000 Penalty: 5363.954102
	Iteration 18Q: 3 clusters Score -9323152 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -9323196.000000 Penalty: 5363.954102
	Iteration 19Q: 3 clusters Score -9323196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -9323238.000000 Penalty: 5363.954102
	Iteration 20F: 3 clusters Score -9323238 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -9323270.000000 Penalty: 5363.954102
	Iteration 21Q: 3 clusters Score -9323270 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -9323290.000000 Penalty: 5363.954102
	Iteration 22Q: 3 clusters Score -9323290 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -9323300.000000 Penalty: 5363.954102
	Iteration 23Q: 3 clusters Score -9323300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -9323324.000000 Penalty: 5363.954102
	Iteration 24Q: 3 clusters Score -9323324 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -9323316.000000 Penalty: 5363.954102
	Iteration 25Q: 3 clusters Score -9323316 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -9323316.000000 Penalty: 5363.954102
	Iteration 26Q: 3 clusters Score -9323316 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -9323307.000000 Penalty: 5363.954102
	Iteration 27Q: 3 clusters Score -9323307 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -9323300.000000 Penalty: 5363.954102
	Iteration 28Q: 3 clusters Score -9323300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -9323316.000000 Penalty: 5363.954102
	Iteration 29Q: 3 clusters Score -9323316 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -9323307.000000 Penalty: 5363.954102
	Iteration 30Q: 3 clusters Score -9323307 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -9323308.000000 Penalty: 5363.954102
	Iteration 31Q: 3 clusters Score -9323308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -9323288.000000 Penalty: 5363.954102
	Iteration 32Q: 3 clusters Score -9323288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -9323278.000000 Penalty: 5363.954102
	Iteration 33Q: 3 clusters Score -9323278 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -9323295.000000 Penalty: 5363.954102
	Iteration 34Q: 3 clusters Score -9323295 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -9323313.000000 Penalty: 5363.954102
	Iteration 35Q: 3 clusters Score -9323313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -9323285.000000 Penalty: 5363.954102
	Iteration 36Q: 3 clusters Score -9323285 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33025 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -9323276.000000 Penalty: 5363.954102
	Iteration 37Q: 3 clusters Score -9323276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9323298.000000 Penalty: 5363.954102
	Iteration 38Q: 3 clusters Score -9323298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -9323304.000000 Penalty: 5363.954102
	Iteration 39Q: 3 clusters Score -9323304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -9323296.000000 Penalty: 5363.954102
	Iteration 40F: 3 clusters Score -9323296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -9323285.000000 Penalty: 5363.954102
	Iteration 41Q: 3 clusters Score -9323285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -9323279.000000 Penalty: 5363.954102
	Iteration 42Q: 3 clusters Score -9323279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -9323264.000000 Penalty: 5363.954102
	Iteration 43Q: 3 clusters Score -9323264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -9323263.000000 Penalty: 5363.954102
	Iteration 44Q: 3 clusters Score -9323263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -9323266.000000 Penalty: 5363.954102
	Iteration 45Q: 3 clusters Score -9323266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32799 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -9323267.000000 Penalty: 5363.954102
	Iteration 46Q: 3 clusters Score -9323267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -9323269.000000 Penalty: 5363.954102
	Iteration 47Q: 3 clusters Score -9323269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -9323268.000000 Penalty: 5363.954102
	Iteration 48Q: 3 clusters Score -9323268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -9323268.000000 Penalty: 5363.954102
	Iteration 49F: 3 clusters Score -9323268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Entering Unmasked Estep 
Score: -5452765.000000 Penalty: 2551.052734
	Iteration 0F: 2 clusters Score -5452765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -5432635.500000 Penalty: 5102.105469
	Iteration 0F: 3 clusters Score -5432636 nChanged 13186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5439902.500000 Penalty: 5102.105469
	Iteration 1F: 3 clusters Score -5439902 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5440352.500000 Penalty: 5102.105469
	Iteration 2Q: 3 clusters Score -5440352 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -5440723.500000 Penalty: 5102.105469
	Iteration 3Q: 3 clusters Score -5440724 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -5441057.000000 Penalty: 5102.105469
	Iteration 4Q: 3 clusters Score -5441057 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5441483.500000 Penalty: 5102.105469
	Iteration 5Q: 3 clusters Score -5441484 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -5441994.000000 Penalty: 5102.105469
	Iteration 6Q: 3 clusters Score -5441994 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -5442661.500000 Penalty: 5102.105469
	Iteration 7Q: 3 clusters Score -5442662 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5443705.000000 Penalty: 5102.105469
	Iteration 8F: 3 clusters Score -5443705 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5445113.000000 Penalty: 5102.105469
	Iteration 9F: 3 clusters Score -5445113 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -5446803.500000 Penalty: 5102.105469
	Iteration 10F: 3 clusters Score -5446804 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -5448371.000000 Penalty: 5102.105469
	Iteration 11F: 3 clusters Score -5448371 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -5449418.000000 Penalty: 5102.105469
	Iteration 12Q: 3 clusters Score -5449418 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -5449969.000000 Penalty: 5102.105469
	Iteration 13Q: 3 clusters Score -5449969 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -5450278.500000 Penalty: 5102.105469
	Iteration 14Q: 3 clusters Score -5450278 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -5450412.500000 Penalty: 5102.105469
	Iteration 15Q: 3 clusters Score -5450412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5450472.000000 Penalty: 5102.105469
	Iteration 16Q: 3 clusters Score -5450472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5450505.500000 Penalty: 5102.105469
	Iteration 17Q: 3 clusters Score -5450506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -5450531.500000 Penalty: 5102.105469
	Iteration 18Q: 3 clusters Score -5450532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5450537.000000 Penalty: 5102.105469
	Iteration 19Q: 3 clusters Score -5450537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5450546.000000 Penalty: 5102.105469
	Iteration 20F: 3 clusters Score -5450546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -5450552.000000 Penalty: 5102.105469
	Iteration 21Q: 3 clusters Score -5450552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5450551.000000 Penalty: 5102.105469
	Iteration 22Q: 3 clusters Score -5450551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5450554.500000 Penalty: 5102.105469
	Iteration 23Q: 3 clusters Score -5450554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5450559.500000 Penalty: 5102.105469
	Iteration 24Q: 3 clusters Score -5450560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5450561.000000 Penalty: 5102.105469
	Iteration 25Q: 3 clusters Score -5450561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -5450561.000000 Penalty: 5102.105469
	Iteration 26F: 3 clusters Score -5450561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Entering Unmasked Estep 
Score: -289974.187500 Penalty: 1835.959106
	Iteration 0F: 2 clusters Score -289974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -287639.500000 Penalty: 3671.918213
	Iteration 0F: 3 clusters Score -287639.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -288107.093750 Penalty: 3671.918213
	Iteration 1F: 3 clusters Score -288107.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -288307.031250 Penalty: 3671.918213
	Iteration 2F: 3 clusters Score -288307 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -288429.625000 Penalty: 3671.918213
	Iteration 3F: 3 clusters Score -288429.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -288550.906250 Penalty: 3671.918213
	Iteration 4Q: 3 clusters Score -288550.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -288667.656250 Penalty: 3671.918213
	Iteration 5Q: 3 clusters Score -288667.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -288764.812500 Penalty: 3671.918213
	Iteration 6Q: 3 clusters Score -288764.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -288845.187500 Penalty: 3671.918213
	Iteration 7Q: 3 clusters Score -288845.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -288899.218750 Penalty: 3671.918213
	Iteration 8Q: 3 clusters Score -288899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -288934.781250 Penalty: 3671.918213
	Iteration 9Q: 3 clusters Score -288934.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -288965.593750 Penalty: 3671.918213
	Iteration 10Q: 3 clusters Score -288965.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -288981.718750 Penalty: 3671.918213
	Iteration 11Q: 3 clusters Score -288981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -288990.125000 Penalty: 3671.918213
	Iteration 12Q: 3 clusters Score -288990.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -288991.656250 Penalty: 3671.918213
	Iteration 13Q: 3 clusters Score -288991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288992.406250 Penalty: 3671.918213
	Iteration 14Q: 3 clusters Score -288992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288993.531250 Penalty: 3671.918213
	Iteration 15Q: 3 clusters Score -288993.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288995.437500 Penalty: 3671.918213
	Iteration 16Q: 3 clusters Score -288995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288998.156250 Penalty: 3671.918213
	Iteration 17Q: 3 clusters Score -288998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288999.687500 Penalty: 3671.918213
	Iteration 18Q: 3 clusters Score -288999.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288999.687500 Penalty: 3671.918213
	Iteration 19F: 3 clusters Score -288999.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Entering Unmasked Estep 
Score: -4916691.000000 Penalty: 2523.400635
	Iteration 0F: 2 clusters Score -4916691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -4898569.000000 Penalty: 5046.801270
	Iteration 0F: 3 clusters Score -4898569 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4904802.000000 Penalty: 5046.801270
	Iteration 1F: 3 clusters Score -4904802 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4905286.000000 Penalty: 5046.801270
	Iteration 2F: 3 clusters Score -4905286 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -4905779.000000 Penalty: 5046.801270
	Iteration 3Q: 3 clusters Score -4905779 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -4906309.500000 Penalty: 5046.801270
	Iteration 4Q: 3 clusters Score -4906310 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -4906966.500000 Penalty: 5046.801270
	Iteration 5Q: 3 clusters Score -4906966 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4907875.000000 Penalty: 5046.801270
	Iteration 6F: 3 clusters Score -4907875 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4909027.000000 Penalty: 5046.801270
	Iteration 7F: 3 clusters Score -4909027 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4910378.500000 Penalty: 5046.801270
	Iteration 8F: 3 clusters Score -4910378 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4911718.500000 Penalty: 5046.801270
	Iteration 9F: 3 clusters Score -4911718 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4912750.500000 Penalty: 5046.801270
	Iteration 10Q: 3 clusters Score -4912750 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -4913451.000000 Penalty: 5046.801270
	Iteration 11Q: 3 clusters Score -4913451 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -4913880.000000 Penalty: 5046.801270
	Iteration 12Q: 3 clusters Score -4913880 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4914074.000000 Penalty: 5046.801270
	Iteration 13Q: 3 clusters Score -4914074 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -4914203.000000 Penalty: 5046.801270
	Iteration 14Q: 3 clusters Score -4914203 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -4914292.500000 Penalty: 5046.801270
	Iteration 15Q: 3 clusters Score -4914292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -4914324.000000 Penalty: 5046.801270
	Iteration 16Q: 3 clusters Score -4914324 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4914366.000000 Penalty: 5046.801270
	Iteration 17Q: 3 clusters Score -4914366 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -4914434.000000 Penalty: 5046.801270
	Iteration 18Q: 3 clusters Score -4914434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4914464.500000 Penalty: 5046.801270
	Iteration 19Q: 3 clusters Score -4914464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4914491.000000 Penalty: 5046.801270
	Iteration 20F: 3 clusters Score -4914491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4914506.500000 Penalty: 5046.801270
	Iteration 21Q: 3 clusters Score -4914506 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4914524.000000 Penalty: 5046.801270
	Iteration 22Q: 3 clusters Score -4914524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4914537.000000 Penalty: 5046.801270
	Iteration 23Q: 3 clusters Score -4914537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4914549.000000 Penalty: 5046.801270
	Iteration 24Q: 3 clusters Score -4914549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -4914561.000000 Penalty: 5046.801270
	Iteration 25Q: 3 clusters Score -4914561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4914573.000000 Penalty: 5046.801270
	Iteration 26Q: 3 clusters Score -4914573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4914577.000000 Penalty: 5046.801270
	Iteration 27Q: 3 clusters Score -4914577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4914586.500000 Penalty: 5046.801270
	Iteration 28Q: 3 clusters Score -4914586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -4914582.500000 Penalty: 5046.801270
	Iteration 29Q: 3 clusters Score -4914582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -4914581.500000 Penalty: 5046.801270
	Iteration 30Q: 3 clusters Score -4914582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -4914580.000000 Penalty: 5046.801270
	Iteration 31Q: 3 clusters Score -4914580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -4914586.000000 Penalty: 5046.801270
	Iteration 32Q: 3 clusters Score -4914586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -4914588.500000 Penalty: 5046.801270
	Iteration 33Q: 3 clusters Score -4914588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4914588.000000 Penalty: 5046.801270
	Iteration 34Q: 3 clusters Score -4914588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -4914589.500000 Penalty: 5046.801270
	Iteration 35Q: 3 clusters Score -4914590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4914593.000000 Penalty: 5046.801270
	Iteration 36Q: 3 clusters Score -4914593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -4914592.500000 Penalty: 5046.801270
	Iteration 37Q: 3 clusters Score -4914592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -4914593.500000 Penalty: 5046.801270
	Iteration 38Q: 3 clusters Score -4914594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -4914590.500000 Penalty: 5046.801270
	Iteration 39Q: 3 clusters Score -4914590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -4914590.500000 Penalty: 5046.801270
	Iteration 40F: 3 clusters Score -4914590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Entering Unmasked Estep 
Score: -7571513.000000 Penalty: 2633.429199
	Iteration 0F: 2 clusters Score -7571513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -7543985.500000 Penalty: 5266.858398
	Iteration 0F: 3 clusters Score -7543986 nChanged 18673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -7554373.000000 Penalty: 5266.858398
	Iteration 1F: 3 clusters Score -7554373 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -7554994.000000 Penalty: 5266.858398
	Iteration 2Q: 3 clusters Score -7554994 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -7555752.500000 Penalty: 5266.858398
	Iteration 3Q: 3 clusters Score -7555752 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -7556709.000000 Penalty: 5266.858398
	Iteration 4F: 3 clusters Score -7556709 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -7558165.500000 Penalty: 5266.858398
	Iteration 5F: 3 clusters Score -7558166 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -7560281.000000 Penalty: 5266.858398
	Iteration 6F: 3 clusters Score -7560281 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -7562825.000000 Penalty: 5266.858398
	Iteration 7F: 3 clusters Score -7562825 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7565258.500000 Penalty: 5266.858398
	Iteration 8F: 3 clusters Score -7565258 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -7567030.000000 Penalty: 5266.858398
	Iteration 9Q: 3 clusters Score -7567030 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -7568036.500000 Penalty: 5266.858398
	Iteration 10Q: 3 clusters Score -7568036 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -7568626.000000 Penalty: 5266.858398
	Iteration 11Q: 3 clusters Score -7568626 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7568915.000000 Penalty: 5266.858398
	Iteration 12Q: 3 clusters Score -7568915 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7569071.000000 Penalty: 5266.858398
	Iteration 13Q: 3 clusters Score -7569071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7569162.000000 Penalty: 5266.858398
	Iteration 14Q: 3 clusters Score -7569162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -7569200.000000 Penalty: 5266.858398
	Iteration 15Q: 3 clusters Score -7569200 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7569239.500000 Penalty: 5266.858398
	Iteration 16Q: 3 clusters Score -7569240 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7569250.500000 Penalty: 5266.858398
	Iteration 17Q: 3 clusters Score -7569250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -7569284.000000 Penalty: 5266.858398
	Iteration 18Q: 3 clusters Score -7569284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7569285.500000 Penalty: 5266.858398
	Iteration 19Q: 3 clusters Score -7569286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7569301.000000 Penalty: 5266.858398
	Iteration 20F: 3 clusters Score -7569301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7569310.500000 Penalty: 5266.858398
	Iteration 21Q: 3 clusters Score -7569310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7569322.500000 Penalty: 5266.858398
	Iteration 22Q: 3 clusters Score -7569322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7569336.500000 Penalty: 5266.858398
	Iteration 23Q: 3 clusters Score -7569336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7569340.000000 Penalty: 5266.858398
	Iteration 24Q: 3 clusters Score -7569340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7569348.500000 Penalty: 5266.858398
	Iteration 25Q: 3 clusters Score -7569348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569356.000000 Penalty: 5266.858398
	Iteration 26Q: 3 clusters Score -7569356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569359.500000 Penalty: 5266.858398
	Iteration 27Q: 3 clusters Score -7569360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -7569366.000000 Penalty: 5266.858398
	Iteration 28Q: 3 clusters Score -7569366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569378.500000 Penalty: 5266.858398
	Iteration 29Q: 3 clusters Score -7569378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -7569383.000000 Penalty: 5266.858398
	Iteration 30Q: 3 clusters Score -7569383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569387.000000 Penalty: 5266.858398
	Iteration 31Q: 3 clusters Score -7569387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7569390.500000 Penalty: 5266.858398
	Iteration 32Q: 3 clusters Score -7569390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7569388.000000 Penalty: 5266.858398
	Iteration 33Q: 3 clusters Score -7569388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569388.500000 Penalty: 5266.858398
	Iteration 34Q: 3 clusters Score -7569388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569389.500000 Penalty: 5266.858398
	Iteration 35Q: 3 clusters Score -7569390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -7569388.500000 Penalty: 5266.858398
	Iteration 36Q: 3 clusters Score -7569388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7569395.500000 Penalty: 5266.858398
	Iteration 37Q: 3 clusters Score -7569396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -7569401.500000 Penalty: 5266.858398
	Iteration 38Q: 3 clusters Score -7569402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -7569404.500000 Penalty: 5266.858398
	Iteration 39Q: 3 clusters Score -7569404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -7569413.500000 Penalty: 5266.858398
	Iteration 40F: 3 clusters Score -7569414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7569406.000000 Penalty: 5266.858398
	Iteration 41Q: 3 clusters Score -7569406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7569406.000000 Penalty: 5266.858398
	Iteration 42F: 3 clusters Score -7569406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35898.054688 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35898.05 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -36085.886719 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36085.89 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -36165.777344 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36165.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -36219.128906 Penalty: 3001.836182
	Iteration 3Q: 3 clusters Score -36219.13 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36298.660156 Penalty: 3001.836182
	Iteration 4F: 3 clusters Score -36298.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36346.414062 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36346.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36465.949219 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36465.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36514.031250 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36514.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36574.882812 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36574.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36589.457031 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -36589.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36592.164062 Penalty: 3001.836182
	Iteration 10Q: 3 clusters Score -36592.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36593.898438 Penalty: 3001.836182
	Iteration 11F: 3 clusters Score -36593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36628.246094 Penalty: 3001.836182
	Iteration 12Q: 3 clusters Score -36628.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36649.238281 Penalty: 3001.836182
	Iteration 13Q: 3 clusters Score -36649.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36649.238281 Penalty: 3001.836182
	Iteration 14F: 3 clusters Score -36649.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Entering Unmasked Estep 
Score: -4831330.000000 Penalty: 2526.229248
	Iteration 0F: 2 clusters Score -4831330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -4812978.500000 Penalty: 5052.458496
	Iteration 0F: 3 clusters Score -4812978 nChanged 11921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -4819333.500000 Penalty: 5052.458496
	Iteration 1F: 3 clusters Score -4819334 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4819690.500000 Penalty: 5052.458496
	Iteration 2Q: 3 clusters Score -4819690 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -4819931.000000 Penalty: 5052.458496
	Iteration 3Q: 3 clusters Score -4819931 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -4820150.500000 Penalty: 5052.458496
	Iteration 4Q: 3 clusters Score -4820150 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -4820416.500000 Penalty: 5052.458496
	Iteration 5Q: 3 clusters Score -4820416 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4820700.000000 Penalty: 5052.458496
	Iteration 6Q: 3 clusters Score -4820700 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4821123.000000 Penalty: 5052.458496
	Iteration 7Q: 3 clusters Score -4821123 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4821671.500000 Penalty: 5052.458496
	Iteration 8Q: 3 clusters Score -4821672 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4822541.000000 Penalty: 5052.458496
	Iteration 9F: 3 clusters Score -4822541 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -4823767.000000 Penalty: 5052.458496
	Iteration 10F: 3 clusters Score -4823767 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -4825249.500000 Penalty: 5052.458496
	Iteration 11F: 3 clusters Score -4825250 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4826673.000000 Penalty: 5052.458496
	Iteration 12F: 3 clusters Score -4826673 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -4827739.000000 Penalty: 5052.458496
	Iteration 13Q: 3 clusters Score -4827739 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4828373.000000 Penalty: 5052.458496
	Iteration 14Q: 3 clusters Score -4828373 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -4828727.000000 Penalty: 5052.458496
	Iteration 15Q: 3 clusters Score -4828727 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -4828909.500000 Penalty: 5052.458496
	Iteration 16Q: 3 clusters Score -4828910 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -4829000.500000 Penalty: 5052.458496
	Iteration 17Q: 3 clusters Score -4829000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4829060.500000 Penalty: 5052.458496
	Iteration 18Q: 3 clusters Score -4829060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -4829103.500000 Penalty: 5052.458496
	Iteration 19Q: 3 clusters Score -4829104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -4829135.000000 Penalty: 5052.458496
	Iteration 20F: 3 clusters Score -4829135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4829139.500000 Penalty: 5052.458496
	Iteration 21Q: 3 clusters Score -4829140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -4829142.500000 Penalty: 5052.458496
	Iteration 22Q: 3 clusters Score -4829142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4829147.500000 Penalty: 5052.458496
	Iteration 23Q: 3 clusters Score -4829148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -4829147.500000 Penalty: 5052.458496
	Iteration 24F: 3 clusters Score -4829148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Entering Unmasked Estep 
Score: -1284635.625000 Penalty: 2191.384521
	Iteration 0F: 2 clusters Score -1284636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1278928.250000 Penalty: 4382.769043
	Iteration 0F: 3 clusters Score -1278928 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1280438.000000 Penalty: 4382.769043
	Iteration 1F: 3 clusters Score -1280438 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1280735.125000 Penalty: 4382.769043
	Iteration 2F: 3 clusters Score -1280735 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1280973.250000 Penalty: 4382.769043
	Iteration 3F: 3 clusters Score -1280973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1281186.000000 Penalty: 4382.769043
	Iteration 4Q: 3 clusters Score -1281186 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1281392.500000 Penalty: 4382.769043
	Iteration 5Q: 3 clusters Score -1281392 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1281561.125000 Penalty: 4382.769043
	Iteration 6Q: 3 clusters Score -1281561 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1281724.625000 Penalty: 4382.769043
	Iteration 7Q: 3 clusters Score -1281725 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1281888.625000 Penalty: 4382.769043
	Iteration 8Q: 3 clusters Score -1281889 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1282051.500000 Penalty: 4382.769043
	Iteration 9Q: 3 clusters Score -1282052 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1282230.250000 Penalty: 4382.769043
	Iteration 10Q: 3 clusters Score -1282230 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1282409.125000 Penalty: 4382.769043
	Iteration 11Q: 3 clusters Score -1282409 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1282588.750000 Penalty: 4382.769043
	Iteration 12Q: 3 clusters Score -1282589 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1282784.500000 Penalty: 4382.769043
	Iteration 13Q: 3 clusters Score -1282784 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1282946.375000 Penalty: 4382.769043
	Iteration 14Q: 3 clusters Score -1282946 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1283051.750000 Penalty: 4382.769043
	Iteration 15Q: 3 clusters Score -1283052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1283106.375000 Penalty: 4382.769043
	Iteration 16Q: 3 clusters Score -1283106 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1283146.375000 Penalty: 4382.769043
	Iteration 17Q: 3 clusters Score -1283146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1283169.000000 Penalty: 4382.769043
	Iteration 18Q: 3 clusters Score -1283169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1283177.250000 Penalty: 4382.769043
	Iteration 19Q: 3 clusters Score -1283177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1283182.125000 Penalty: 4382.769043
	Iteration 20F: 3 clusters Score -1283182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1283182.625000 Penalty: 4382.769043
	Iteration 21Q: 3 clusters Score -1283183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1283181.250000 Penalty: 4382.769043
	Iteration 22Q: 3 clusters Score -1283181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1283181.250000 Penalty: 4382.769043
	Iteration 23F: 3 clusters Score -1283181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Entering Unmasked Estep 
Score: -8858559.000000 Penalty: 2669.144531
	Iteration 0F: 2 clusters Score -8858559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8828479.000000 Penalty: 5338.289062
	Iteration 0F: 3 clusters Score -8828479 nChanged 21878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8840658.000000 Penalty: 5338.289062
	Iteration 1F: 3 clusters Score -8840658 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8841406.000000 Penalty: 5338.289062
	Iteration 2Q: 3 clusters Score -8841406 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -8842341.000000 Penalty: 5338.289062
	Iteration 3Q: 3 clusters Score -8842341 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -8843744.000000 Penalty: 5338.289062
	Iteration 4F: 3 clusters Score -8843744 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -8845903.000000 Penalty: 5338.289062
	Iteration 5F: 3 clusters Score -8845903 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -8848731.000000 Penalty: 5338.289062
	Iteration 6F: 3 clusters Score -8848731 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -8851728.000000 Penalty: 5338.289062
	Iteration 7F: 3 clusters Score -8851728 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8854155.000000 Penalty: 5338.289062
	Iteration 8F: 3 clusters Score -8854155 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8855470.000000 Penalty: 5338.289062
	Iteration 9Q: 3 clusters Score -8855470 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8855921.000000 Penalty: 5338.289062
	Iteration 10Q: 3 clusters Score -8855921 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8856118.000000 Penalty: 5338.289062
	Iteration 11Q: 3 clusters Score -8856118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8856215.000000 Penalty: 5338.289062
	Iteration 12Q: 3 clusters Score -8856215 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8856259.000000 Penalty: 5338.289062
	Iteration 13Q: 3 clusters Score -8856259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8856285.000000 Penalty: 5338.289062
	Iteration 14Q: 3 clusters Score -8856285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8856296.000000 Penalty: 5338.289062
	Iteration 15Q: 3 clusters Score -8856296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8856315.000000 Penalty: 5338.289062
	Iteration 16Q: 3 clusters Score -8856315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8856315.000000 Penalty: 5338.289062
	Iteration 17Q: 3 clusters Score -8856315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8856322.000000 Penalty: 5338.289062
	Iteration 18Q: 3 clusters Score -8856322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8856319.000000 Penalty: 5338.289062
	Iteration 19Q: 3 clusters Score -8856319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8856327.000000 Penalty: 5338.289062
	Iteration 20F: 3 clusters Score -8856327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8856325.000000 Penalty: 5338.289062
	Iteration 21Q: 3 clusters Score -8856325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8856321.000000 Penalty: 5338.289062
	Iteration 22Q: 3 clusters Score -8856321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8856324.000000 Penalty: 5338.289062
	Iteration 23Q: 3 clusters Score -8856324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8856324.000000 Penalty: 5338.289062
	Iteration 24Q: 3 clusters Score -8856324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8856324.000000 Penalty: 5338.289062
	Iteration 25F: 3 clusters Score -8856324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -1044742.125000 Penalty: 2140.369385
	Iteration 0F: 2 clusters Score -1044742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1039842.812500 Penalty: 4280.738770
	Iteration 0F: 3 clusters Score -1039843 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1041009.437500 Penalty: 4280.738770
	Iteration 1F: 3 clusters Score -1041009 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1041240.812500 Penalty: 4280.738770
	Iteration 2F: 3 clusters Score -1041241 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1041383.687500 Penalty: 4280.738770
	Iteration 3F: 3 clusters Score -1041384 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1041505.687500 Penalty: 4280.738770
	Iteration 4Q: 3 clusters Score -1041506 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1041617.062500 Penalty: 4280.738770
	Iteration 5Q: 3 clusters Score -1041617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1041717.875000 Penalty: 4280.738770
	Iteration 6Q: 3 clusters Score -1041718 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1041825.125000 Penalty: 4280.738770
	Iteration 7Q: 3 clusters Score -1041825 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1041969.937500 Penalty: 4280.738770
	Iteration 8Q: 3 clusters Score -1041970 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1042094.812500 Penalty: 4280.738770
	Iteration 9Q: 3 clusters Score -1042095 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1042231.437500 Penalty: 4280.738770
	Iteration 10Q: 3 clusters Score -1042231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1042351.375000 Penalty: 4280.738770
	Iteration 11Q: 3 clusters Score -1042351 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1042441.562500 Penalty: 4280.738770
	Iteration 12Q: 3 clusters Score -1042442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1042501.125000 Penalty: 4280.738770
	Iteration 13Q: 3 clusters Score -1042501 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1042553.000000 Penalty: 4280.738770
	Iteration 14Q: 3 clusters Score -1042553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1042604.687500 Penalty: 4280.738770
	Iteration 15Q: 3 clusters Score -1042605 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1042648.625000 Penalty: 4280.738770
	Iteration 16Q: 3 clusters Score -1042649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1042688.437500 Penalty: 4280.738770
	Iteration 17Q: 3 clusters Score -1042688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1042717.625000 Penalty: 4280.738770
	Iteration 18Q: 3 clusters Score -1042718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1042749.687500 Penalty: 4280.738770
	Iteration 19Q: 3 clusters Score -1042750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1042776.062500 Penalty: 4280.738770
	Iteration 20F: 3 clusters Score -1042776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1042798.125000 Penalty: 4280.738770
	Iteration 21Q: 3 clusters Score -1042798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1042817.312500 Penalty: 4280.738770
	Iteration 22Q: 3 clusters Score -1042817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1042829.875000 Penalty: 4280.738770
	Iteration 23Q: 3 clusters Score -1042830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1042847.250000 Penalty: 4280.738770
	Iteration 24Q: 3 clusters Score -1042847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1042860.312500 Penalty: 4280.738770
	Iteration 25Q: 3 clusters Score -1042860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1042865.687500 Penalty: 4280.738770
	Iteration 26Q: 3 clusters Score -1042866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1042875.437500 Penalty: 4280.738770
	Iteration 27Q: 3 clusters Score -1042875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1042880.187500 Penalty: 4280.738770
	Iteration 28Q: 3 clusters Score -1042880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1042883.125000 Penalty: 4280.738770
	Iteration 29Q: 3 clusters Score -1042883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1042888.000000 Penalty: 4280.738770
	Iteration 30Q: 3 clusters Score -1042888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1042890.187500 Penalty: 4280.738770
	Iteration 31Q: 3 clusters Score -1042890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1042897.500000 Penalty: 4280.738770
	Iteration 32Q: 3 clusters Score -1042898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1042900.625000 Penalty: 4280.738770
	Iteration 33Q: 3 clusters Score -1042901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1042901.125000 Penalty: 4280.738770
	Iteration 34Q: 3 clusters Score -1042901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1042902.625000 Penalty: 4280.738770
	Iteration 35Q: 3 clusters Score -1042903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1042903.500000 Penalty: 4280.738770
	Iteration 36Q: 3 clusters Score -1042904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1042903.500000 Penalty: 4280.738770
	Iteration 37F: 3 clusters Score -1042904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Entering Unmasked Estep 
Score: -414236.500000 Penalty: 1924.066772
	Iteration 0F: 2 clusters Score -414236.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -411400.062500 Penalty: 3848.133545
	Iteration 0F: 3 clusters Score -411400.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -411955.437500 Penalty: 3848.133545
	Iteration 1F: 3 clusters Score -411955.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -412119.406250 Penalty: 3848.133545
	Iteration 2F: 3 clusters Score -412119.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -412230.031250 Penalty: 3848.133545
	Iteration 3F: 3 clusters Score -412230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -412306.125000 Penalty: 3848.133545
	Iteration 4Q: 3 clusters Score -412306.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -412373.812500 Penalty: 3848.133545
	Iteration 5Q: 3 clusters Score -412373.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -412429.125000 Penalty: 3848.133545
	Iteration 6Q: 3 clusters Score -412429.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -412481.093750 Penalty: 3848.133545
	Iteration 7Q: 3 clusters Score -412481.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -412529.031250 Penalty: 3848.133545
	Iteration 8Q: 3 clusters Score -412529 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -412566.250000 Penalty: 3848.133545
	Iteration 9Q: 3 clusters Score -412566.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -412592.312500 Penalty: 3848.133545
	Iteration 10Q: 3 clusters Score -412592.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -412610.718750 Penalty: 3848.133545
	Iteration 11Q: 3 clusters Score -412610.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -412623.750000 Penalty: 3848.133545
	Iteration 12Q: 3 clusters Score -412623.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -412637.312500 Penalty: 3848.133545
	Iteration 13Q: 3 clusters Score -412637.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -412650.843750 Penalty: 3848.133545
	Iteration 14Q: 3 clusters Score -412650.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -412665.718750 Penalty: 3848.133545
	Iteration 15Q: 3 clusters Score -412665.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -412676.437500 Penalty: 3848.133545
	Iteration 16Q: 3 clusters Score -412676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -412686.875000 Penalty: 3848.133545
	Iteration 17Q: 3 clusters Score -412686.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -412694.937500 Penalty: 3848.133545
	Iteration 18Q: 3 clusters Score -412694.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -412702.562500 Penalty: 3848.133545
	Iteration 19Q: 3 clusters Score -412702.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -412710.031250 Penalty: 3848.133545
	Iteration 20F: 3 clusters Score -412710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -412714.125000 Penalty: 3848.133545
	Iteration 21Q: 3 clusters Score -412714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -412718.687500 Penalty: 3848.133545
	Iteration 22Q: 3 clusters Score -412718.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -412725.843750 Penalty: 3848.133545
	Iteration 23Q: 3 clusters Score -412725.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -412733.500000 Penalty: 3848.133545
	Iteration 24Q: 3 clusters Score -412733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -412734.343750 Penalty: 3848.133545
	Iteration 25Q: 3 clusters Score -412734.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -412736.000000 Penalty: 3848.133545
	Iteration 26Q: 3 clusters Score -412736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -412738.468750 Penalty: 3848.133545
	Iteration 27Q: 3 clusters Score -412738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -412741.000000 Penalty: 3848.133545
	Iteration 28Q: 3 clusters Score -412741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -412742.343750 Penalty: 3848.133545
	Iteration 29Q: 3 clusters Score -412742.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -412742.625000 Penalty: 3848.133545
	Iteration 30Q: 3 clusters Score -412742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -412742.593750 Penalty: 3848.133545
	Iteration 31Q: 3 clusters Score -412742.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -412743.906250 Penalty: 3848.133545
	Iteration 32Q: 3 clusters Score -412743.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -412746.375000 Penalty: 3848.133545
	Iteration 33Q: 3 clusters Score -412746.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -412751.187500 Penalty: 3848.133545
	Iteration 34Q: 3 clusters Score -412751.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -412754.656250 Penalty: 3848.133545
	Iteration 35Q: 3 clusters Score -412754.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -412758.343750 Penalty: 3848.133545
	Iteration 36Q: 3 clusters Score -412758.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412759.906250 Penalty: 3848.133545
	Iteration 37Q: 3 clusters Score -412759.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412761.218750 Penalty: 3848.133545
	Iteration 38Q: 3 clusters Score -412761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412764.625000 Penalty: 3848.133545
	Iteration 39Q: 3 clusters Score -412764.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -412768.593750 Penalty: 3848.133545
	Iteration 40F: 3 clusters Score -412768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -412770.687500 Penalty: 3848.133545
	Iteration 41Q: 3 clusters Score -412770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -412773.593750 Penalty: 3848.133545
	Iteration 42Q: 3 clusters Score -412773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -412776.875000 Penalty: 3848.133545
	Iteration 43Q: 3 clusters Score -412776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -412778.437500 Penalty: 3848.133545
	Iteration 44Q: 3 clusters Score -412778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -412783.750000 Penalty: 3848.133545
	Iteration 45Q: 3 clusters Score -412783.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -412787.906250 Penalty: 3848.133545
	Iteration 46Q: 3 clusters Score -412787.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -412790.062500 Penalty: 3848.133545
	Iteration 47Q: 3 clusters Score -412790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -412790.875000 Penalty: 3848.133545
	Iteration 48Q: 3 clusters Score -412790.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -412790.875000 Penalty: 3848.133545
	Iteration 49F: 3 clusters Score -412790.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Entering Unmasked Estep 
Score: -816450.937500 Penalty: 2080.561035
	Iteration 0F: 2 clusters Score -816450.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -812276.125000 Penalty: 4161.122070
	Iteration 0F: 3 clusters Score -812276.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -813260.750000 Penalty: 4161.122070
	Iteration 1F: 3 clusters Score -813260.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -813458.812500 Penalty: 4161.122070
	Iteration 2F: 3 clusters Score -813458.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -813561.625000 Penalty: 4161.122070
	Iteration 3Q: 3 clusters Score -813561.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -813640.250000 Penalty: 4161.122070
	Iteration 4Q: 3 clusters Score -813640.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -813699.125000 Penalty: 4161.122070
	Iteration 5Q: 3 clusters Score -813699.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -813768.000000 Penalty: 4161.122070
	Iteration 6Q: 3 clusters Score -813768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -813815.187500 Penalty: 4161.122070
	Iteration 7Q: 3 clusters Score -813815.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -813850.500000 Penalty: 4161.122070
	Iteration 8Q: 3 clusters Score -813850.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -813880.125000 Penalty: 4161.122070
	Iteration 9Q: 3 clusters Score -813880.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -813911.187500 Penalty: 4161.122070
	Iteration 10Q: 3 clusters Score -813911.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -813935.750000 Penalty: 4161.122070
	Iteration 11Q: 3 clusters Score -813935.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -813952.875000 Penalty: 4161.122070
	Iteration 12Q: 3 clusters Score -813952.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -813966.000000 Penalty: 4161.122070
	Iteration 13Q: 3 clusters Score -813966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -813979.437500 Penalty: 4161.122070
	Iteration 14Q: 3 clusters Score -813979.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -813992.125000 Penalty: 4161.122070
	Iteration 15Q: 3 clusters Score -813992.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -814003.250000 Penalty: 4161.122070
	Iteration 16Q: 3 clusters Score -814003.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -814010.625000 Penalty: 4161.122070
	Iteration 17Q: 3 clusters Score -814010.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -814019.187500 Penalty: 4161.122070
	Iteration 18Q: 3 clusters Score -814019.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -814024.375000 Penalty: 4161.122070
	Iteration 19Q: 3 clusters Score -814024.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -814035.000000 Penalty: 4161.122070
	Iteration 20F: 3 clusters Score -814035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -814049.250000 Penalty: 4161.122070
	Iteration 21Q: 3 clusters Score -814049.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -814062.500000 Penalty: 4161.122070
	Iteration 22Q: 3 clusters Score -814062.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -814072.625000 Penalty: 4161.122070
	Iteration 23Q: 3 clusters Score -814072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -814087.437500 Penalty: 4161.122070
	Iteration 24Q: 3 clusters Score -814087.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -814101.812500 Penalty: 4161.122070
	Iteration 25Q: 3 clusters Score -814101.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -814113.125000 Penalty: 4161.122070
	Iteration 26Q: 3 clusters Score -814113.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -814121.500000 Penalty: 4161.122070
	Iteration 27Q: 3 clusters Score -814121.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -814128.437500 Penalty: 4161.122070
	Iteration 28Q: 3 clusters Score -814128.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -814135.875000 Penalty: 4161.122070
	Iteration 29Q: 3 clusters Score -814135.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -814145.437500 Penalty: 4161.122070
	Iteration 30Q: 3 clusters Score -814145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -814151.812500 Penalty: 4161.122070
	Iteration 31Q: 3 clusters Score -814151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -814156.687500 Penalty: 4161.122070
	Iteration 32Q: 3 clusters Score -814156.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -814161.250000 Penalty: 4161.122070
	Iteration 33Q: 3 clusters Score -814161.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -814164.125000 Penalty: 4161.122070
	Iteration 34Q: 3 clusters Score -814164.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -814170.125000 Penalty: 4161.122070
	Iteration 35Q: 3 clusters Score -814170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -814172.125000 Penalty: 4161.122070
	Iteration 36Q: 3 clusters Score -814172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -814174.312500 Penalty: 4161.122070
	Iteration 37Q: 3 clusters Score -814174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -814176.125000 Penalty: 4161.122070
	Iteration 38Q: 3 clusters Score -814176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -814176.500000 Penalty: 4161.122070
	Iteration 39Q: 3 clusters Score -814176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -814177.187500 Penalty: 4161.122070
	Iteration 40F: 3 clusters Score -814177.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Entering Unmasked Estep 
Score: -9127301.000000 Penalty: 2675.311035
	Iteration 0F: 2 clusters Score -9127301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -9096783.000000 Penalty: 5350.622070
	Iteration 0F: 3 clusters Score -9096783 nChanged 22430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -9108975.000000 Penalty: 5350.622070
	Iteration 1F: 3 clusters Score -9108975 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -9109481.000000 Penalty: 5350.622070
	Iteration 2Q: 3 clusters Score -9109481 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9109962.000000 Penalty: 5350.622070
	Iteration 3Q: 3 clusters Score -9109962 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -9110419.000000 Penalty: 5350.622070
	Iteration 4Q: 3 clusters Score -9110419 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -9110942.000000 Penalty: 5350.622070
	Iteration 5Q: 3 clusters Score -9110942 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -9111401.000000 Penalty: 5350.622070
	Iteration 6Q: 3 clusters Score -9111401 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -9111930.000000 Penalty: 5350.622070
	Iteration 7Q: 3 clusters Score -9111930 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -9112400.000000 Penalty: 5350.622070
	Iteration 8Q: 3 clusters Score -9112400 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -9113013.000000 Penalty: 5350.622070
	Iteration 9Q: 3 clusters Score -9113013 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -9113735.000000 Penalty: 5350.622070
	Iteration 10Q: 3 clusters Score -9113735 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -9114619.000000 Penalty: 5350.622070
	Iteration 11Q: 3 clusters Score -9114619 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -9115865.000000 Penalty: 5350.622070
	Iteration 12Q: 3 clusters Score -9115865 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -9117297.000000 Penalty: 5350.622070
	Iteration 13Q: 3 clusters Score -9117297 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -9118926.000000 Penalty: 5350.622070
	Iteration 14Q: 3 clusters Score -9118926 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -9120289.000000 Penalty: 5350.622070
	Iteration 15Q: 3 clusters Score -9120289 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -9121143.000000 Penalty: 5350.622070
	Iteration 16Q: 3 clusters Score -9121143 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -9121650.000000 Penalty: 5350.622070
	Iteration 17Q: 3 clusters Score -9121650 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -9122022.000000 Penalty: 5350.622070
	Iteration 18Q: 3 clusters Score -9122022 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -9122370.000000 Penalty: 5350.622070
	Iteration 19Q: 3 clusters Score -9122370 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -9122730.000000 Penalty: 5350.622070
	Iteration 20F: 3 clusters Score -9122730 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -9123102.000000 Penalty: 5350.622070
	Iteration 21Q: 3 clusters Score -9123102 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9123393.000000 Penalty: 5350.622070
	Iteration 22Q: 3 clusters Score -9123393 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -9123643.000000 Penalty: 5350.622070
	Iteration 23Q: 3 clusters Score -9123643 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -9123897.000000 Penalty: 5350.622070
	Iteration 24Q: 3 clusters Score -9123897 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -9124167.000000 Penalty: 5350.622070
	Iteration 25Q: 3 clusters Score -9124167 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -9124362.000000 Penalty: 5350.622070
	Iteration 26Q: 3 clusters Score -9124362 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -9124548.000000 Penalty: 5350.622070
	Iteration 27Q: 3 clusters Score -9124548 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9124643.000000 Penalty: 5350.622070
	Iteration 28Q: 3 clusters Score -9124643 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9124739.000000 Penalty: 5350.622070
	Iteration 29Q: 3 clusters Score -9124739 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9124898.000000 Penalty: 5350.622070
	Iteration 30Q: 3 clusters Score -9124898 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9124983.000000 Penalty: 5350.622070
	Iteration 31Q: 3 clusters Score -9124983 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9125051.000000 Penalty: 5350.622070
	Iteration 32Q: 3 clusters Score -9125051 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9125059.000000 Penalty: 5350.622070
	Iteration 33Q: 3 clusters Score -9125059 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9125080.000000 Penalty: 5350.622070
	Iteration 34Q: 3 clusters Score -9125080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9125094.000000 Penalty: 5350.622070
	Iteration 35Q: 3 clusters Score -9125094 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47734 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9125089.000000 Penalty: 5350.622070
	Iteration 36Q: 3 clusters Score -9125089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9125122.000000 Penalty: 5350.622070
	Iteration 37Q: 3 clusters Score -9125122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47813 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9125126.000000 Penalty: 5350.622070
	Iteration 38Q: 3 clusters Score -9125126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9125142.000000 Penalty: 5350.622070
	Iteration 39Q: 3 clusters Score -9125142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9125149.000000 Penalty: 5350.622070
	Iteration 40F: 3 clusters Score -9125149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9125155.000000 Penalty: 5350.622070
	Iteration 41Q: 3 clusters Score -9125155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9125177.000000 Penalty: 5350.622070
	Iteration 42Q: 3 clusters Score -9125177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9125181.000000 Penalty: 5350.622070
	Iteration 43Q: 3 clusters Score -9125181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9125204.000000 Penalty: 5350.622070
	Iteration 44Q: 3 clusters Score -9125204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9125209.000000 Penalty: 5350.622070
	Iteration 45Q: 3 clusters Score -9125209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9125200.000000 Penalty: 5350.622070
	Iteration 46Q: 3 clusters Score -9125200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9125202.000000 Penalty: 5350.622070
	Iteration 47Q: 3 clusters Score -9125202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9125208.000000 Penalty: 5350.622070
	Iteration 48Q: 3 clusters Score -9125208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9125207.000000 Penalty: 5350.622070
	Iteration 49Q: 3 clusters Score -9125207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9125205.000000 Penalty: 5350.622070
	Iteration 50Q: 3 clusters Score -9125205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9125207.000000 Penalty: 5350.622070
	Iteration 51Q: 3 clusters Score -9125207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9125207.000000 Penalty: 5350.622070
	Iteration 52F: 3 clusters Score -9125207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -1093832.125000 Penalty: 2153.689453
	Iteration 0F: 2 clusters Score -1093832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1088762.625000 Penalty: 4307.378906
	Iteration 0F: 3 clusters Score -1088763 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1090027.125000 Penalty: 4307.378906
	Iteration 1F: 3 clusters Score -1090027 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1090254.875000 Penalty: 4307.378906
	Iteration 2F: 3 clusters Score -1090255 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1090423.250000 Penalty: 4307.378906
	Iteration 3Q: 3 clusters Score -1090423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1090533.750000 Penalty: 4307.378906
	Iteration 4Q: 3 clusters Score -1090534 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1090614.875000 Penalty: 4307.378906
	Iteration 5Q: 3 clusters Score -1090615 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1090676.500000 Penalty: 4307.378906
	Iteration 6Q: 3 clusters Score -1090676 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1090738.375000 Penalty: 4307.378906
	Iteration 7Q: 3 clusters Score -1090738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1090800.250000 Penalty: 4307.378906
	Iteration 8Q: 3 clusters Score -1090800 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1090861.500000 Penalty: 4307.378906
	Iteration 9Q: 3 clusters Score -1090862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1090923.125000 Penalty: 4307.378906
	Iteration 10Q: 3 clusters Score -1090923 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1091000.375000 Penalty: 4307.378906
	Iteration 11Q: 3 clusters Score -1091000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1091076.750000 Penalty: 4307.378906
	Iteration 12Q: 3 clusters Score -1091077 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1091173.250000 Penalty: 4307.378906
	Iteration 13Q: 3 clusters Score -1091173 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1091255.750000 Penalty: 4307.378906
	Iteration 14Q: 3 clusters Score -1091256 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1091336.250000 Penalty: 4307.378906
	Iteration 15Q: 3 clusters Score -1091336 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1091409.875000 Penalty: 4307.378906
	Iteration 16Q: 3 clusters Score -1091410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1091465.375000 Penalty: 4307.378906
	Iteration 17Q: 3 clusters Score -1091465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1091511.250000 Penalty: 4307.378906
	Iteration 18Q: 3 clusters Score -1091511 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1091566.125000 Penalty: 4307.378906
	Iteration 19Q: 3 clusters Score -1091566 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1091613.625000 Penalty: 4307.378906
	Iteration 20F: 3 clusters Score -1091614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1091647.250000 Penalty: 4307.378906
	Iteration 21Q: 3 clusters Score -1091647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1091673.750000 Penalty: 4307.378906
	Iteration 22Q: 3 clusters Score -1091674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1091692.375000 Penalty: 4307.378906
	Iteration 23Q: 3 clusters Score -1091692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1091716.250000 Penalty: 4307.378906
	Iteration 24Q: 3 clusters Score -1091716 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1091730.000000 Penalty: 4307.378906
	Iteration 25Q: 3 clusters Score -1091730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1091747.375000 Penalty: 4307.378906
	Iteration 26Q: 3 clusters Score -1091747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1091763.000000 Penalty: 4307.378906
	Iteration 27Q: 3 clusters Score -1091763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1091777.125000 Penalty: 4307.378906
	Iteration 28Q: 3 clusters Score -1091777 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1091793.125000 Penalty: 4307.378906
	Iteration 29Q: 3 clusters Score -1091793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1091811.250000 Penalty: 4307.378906
	Iteration 30Q: 3 clusters Score -1091811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1091826.375000 Penalty: 4307.378906
	Iteration 31Q: 3 clusters Score -1091826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1091838.625000 Penalty: 4307.378906
	Iteration 32Q: 3 clusters Score -1091839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1091847.750000 Penalty: 4307.378906
	Iteration 33Q: 3 clusters Score -1091848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1091853.625000 Penalty: 4307.378906
	Iteration 34Q: 3 clusters Score -1091854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1091864.125000 Penalty: 4307.378906
	Iteration 35Q: 3 clusters Score -1091864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1091873.625000 Penalty: 4307.378906
	Iteration 36Q: 3 clusters Score -1091874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1091880.875000 Penalty: 4307.378906
	Iteration 37Q: 3 clusters Score -1091881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1091886.500000 Penalty: 4307.378906
	Iteration 38Q: 3 clusters Score -1091886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1091892.875000 Penalty: 4307.378906
	Iteration 39Q: 3 clusters Score -1091893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1091898.500000 Penalty: 4307.378906
	Iteration 40F: 3 clusters Score -1091898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1091904.375000 Penalty: 4307.378906
	Iteration 41Q: 3 clusters Score -1091904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1091911.250000 Penalty: 4307.378906
	Iteration 42Q: 3 clusters Score -1091911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1091917.625000 Penalty: 4307.378906
	Iteration 43Q: 3 clusters Score -1091918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1091924.500000 Penalty: 4307.378906
	Iteration 44Q: 3 clusters Score -1091924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1091929.875000 Penalty: 4307.378906
	Iteration 45Q: 3 clusters Score -1091930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1091934.875000 Penalty: 4307.378906
	Iteration 46Q: 3 clusters Score -1091935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1091935.750000 Penalty: 4307.378906
	Iteration 47Q: 3 clusters Score -1091936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1091937.250000 Penalty: 4307.378906
	Iteration 48Q: 3 clusters Score -1091937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1091937.250000 Penalty: 4307.378906
	Iteration 49F: 3 clusters Score -1091937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -8297025.500000 Penalty: 2653.952881
	Iteration 0F: 2 clusters Score -8297026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8267530.000000 Penalty: 5307.905762
	Iteration 0F: 3 clusters Score -8267530 nChanged 20505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8278825.500000 Penalty: 5307.905762
	Iteration 1F: 3 clusters Score -8278826 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8279439.500000 Penalty: 5307.905762
	Iteration 2Q: 3 clusters Score -8279440 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -8280066.500000 Penalty: 5307.905762
	Iteration 3Q: 3 clusters Score -8280066 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -8280791.500000 Penalty: 5307.905762
	Iteration 4Q: 3 clusters Score -8280792 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8281844.000000 Penalty: 5307.905762
	Iteration 5Q: 3 clusters Score -8281844 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -8283514.500000 Penalty: 5307.905762
	Iteration 6F: 3 clusters Score -8283514 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -8285798.500000 Penalty: 5307.905762
	Iteration 7F: 3 clusters Score -8285798 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -8288413.500000 Penalty: 5307.905762
	Iteration 8F: 3 clusters Score -8288414 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8290534.000000 Penalty: 5307.905762
	Iteration 9F: 3 clusters Score -8290534 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40070 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -8292054.000000 Penalty: 5307.905762
	Iteration 10Q: 3 clusters Score -8292054 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -8293155.500000 Penalty: 5307.905762
	Iteration 11Q: 3 clusters Score -8293156 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8293766.500000 Penalty: 5307.905762
	Iteration 12Q: 3 clusters Score -8293766 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8294157.000000 Penalty: 5307.905762
	Iteration 13Q: 3 clusters Score -8294157 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8294366.000000 Penalty: 5307.905762
	Iteration 14Q: 3 clusters Score -8294366 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8294520.000000 Penalty: 5307.905762
	Iteration 15Q: 3 clusters Score -8294520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8294600.000000 Penalty: 5307.905762
	Iteration 16Q: 3 clusters Score -8294600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8294661.000000 Penalty: 5307.905762
	Iteration 17Q: 3 clusters Score -8294661 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8294699.500000 Penalty: 5307.905762
	Iteration 18Q: 3 clusters Score -8294700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8294733.500000 Penalty: 5307.905762
	Iteration 19Q: 3 clusters Score -8294734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8294748.500000 Penalty: 5307.905762
	Iteration 20F: 3 clusters Score -8294748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8294764.500000 Penalty: 5307.905762
	Iteration 21Q: 3 clusters Score -8294764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8294763.500000 Penalty: 5307.905762
	Iteration 22Q: 3 clusters Score -8294764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8294767.500000 Penalty: 5307.905762
	Iteration 23Q: 3 clusters Score -8294768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8294773.500000 Penalty: 5307.905762
	Iteration 24Q: 3 clusters Score -8294774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -8294792.000000 Penalty: 5307.905762
	Iteration 25Q: 3 clusters Score -8294792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8294811.500000 Penalty: 5307.905762
	Iteration 26Q: 3 clusters Score -8294812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8294809.500000 Penalty: 5307.905762
	Iteration 27Q: 3 clusters Score -8294810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8294808.000000 Penalty: 5307.905762
	Iteration 28Q: 3 clusters Score -8294808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8294815.500000 Penalty: 5307.905762
	Iteration 29Q: 3 clusters Score -8294816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8294827.500000 Penalty: 5307.905762
	Iteration 30Q: 3 clusters Score -8294828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8294830.500000 Penalty: 5307.905762
	Iteration 31Q: 3 clusters Score -8294830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8294851.500000 Penalty: 5307.905762
	Iteration 32Q: 3 clusters Score -8294852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8294850.500000 Penalty: 5307.905762
	Iteration 33Q: 3 clusters Score -8294850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8294853.500000 Penalty: 5307.905762
	Iteration 34Q: 3 clusters Score -8294854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8294861.500000 Penalty: 5307.905762
	Iteration 35Q: 3 clusters Score -8294862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8294854.000000 Penalty: 5307.905762
	Iteration 36Q: 3 clusters Score -8294854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8294870.500000 Penalty: 5307.905762
	Iteration 37Q: 3 clusters Score -8294870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8294871.000000 Penalty: 5307.905762
	Iteration 38Q: 3 clusters Score -8294871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8294873.000000 Penalty: 5307.905762
	Iteration 39Q: 3 clusters Score -8294873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8294874.500000 Penalty: 5307.905762
	Iteration 40F: 3 clusters Score -8294874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8294880.500000 Penalty: 5307.905762
	Iteration 41Q: 3 clusters Score -8294880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8294878.500000 Penalty: 5307.905762
	Iteration 42Q: 3 clusters Score -8294878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8294878.500000 Penalty: 5307.905762
	Iteration 43F: 3 clusters Score -8294878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117580.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -115921.656250 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -115921.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -116284.507812 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116284.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -116476.523438 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116476.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -116579.734375 Penalty: 3234.228271
	Iteration 3Q: 3 clusters Score -116579.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -116624.382812 Penalty: 3234.228271
	Iteration 4Q: 3 clusters Score -116624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116652.023438 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -116652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -116680.710938 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -116680.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116709.640625 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -116709.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -116730.195312 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -116730.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116747.812500 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -116747.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116768.414062 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -116768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116789.960938 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -116790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116817.406250 Penalty: 3234.228271
	Iteration 12Q: 3 clusters Score -116817.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -116840.398438 Penalty: 3234.228271
	Iteration 13Q: 3 clusters Score -116840.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -116872.992188 Penalty: 3234.228271
	Iteration 14Q: 3 clusters Score -116873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -116889.531250 Penalty: 3234.228271
	Iteration 15Q: 3 clusters Score -116889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116904.976562 Penalty: 3234.228271
	Iteration 16Q: 3 clusters Score -116905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -116919.453125 Penalty: 3234.228271
	Iteration 17Q: 3 clusters Score -116919.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116941.765625 Penalty: 3234.228271
	Iteration 18Q: 3 clusters Score -116941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -116954.273438 Penalty: 3234.228271
	Iteration 19Q: 3 clusters Score -116954.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116968.632812 Penalty: 3234.228271
	Iteration 20F: 3 clusters Score -116968.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117044.421875 Penalty: 3234.228271
	Iteration 21Q: 3 clusters Score -117044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117083.906250 Penalty: 3234.228271
	Iteration 22Q: 3 clusters Score -117083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117126.015625 Penalty: 3234.228271
	Iteration 23Q: 3 clusters Score -117126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117224.007812 Penalty: 3234.228271
	Iteration 24Q: 3 clusters Score -117224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117300.390625 Penalty: 3234.228271
	Iteration 25Q: 3 clusters Score -117300.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -117370.234375 Penalty: 3234.228271
	Iteration 26Q: 3 clusters Score -117370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -117409.843750 Penalty: 3234.228271
	Iteration 27Q: 3 clusters Score -117409.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117477.921875 Penalty: 3234.228271
	Iteration 28Q: 3 clusters Score -117477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -117520.312500 Penalty: 3234.228271
	Iteration 29Q: 3 clusters Score -117520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -117595.453125 Penalty: 3234.228271
	Iteration 30Q: 3 clusters Score -117595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117628.468750 Penalty: 3234.228271
	Iteration 31Q: 3 clusters Score -117628.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117635.203125 Penalty: 3234.228271
	Iteration 32Q: 3 clusters Score -117635.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117645.289062 Penalty: 3234.228271
	Iteration 33F: 3 clusters Score -117645.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117663.781250 Penalty: 3234.228271
	Iteration 34Q: 3 clusters Score -117663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117663.781250 Penalty: 3234.228271
	Iteration 35F: 3 clusters Score -117663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 43717 members 
Mstep: Class 3 contains 48612 members 
Mstep: Class 4 contains 38150 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46759 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55458 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49733 members 
Mstep: Class 15 contains 29334 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26239 members 
Mstep: Class 18 contains 40891 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 47225 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48414 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44419 members 
Mstep: Class 29 contains 130 members 
Mstep: Class 30 contains 47321 members 
Mstep: Class 31 contains 50747 members 
Mstep: Class 32 contains 549 members 
Entering Unmasked Estep 
Score: -137158224.000000 Penalty: 107320.632812
Splitting cluster 29 changes total score from -137159904.000000 to -137158224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (47321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Entering Unmasked Estep 
Score: -8854695.000000 Penalty: 2669.647949
	Iteration 0F: 2 clusters Score -8854695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -8824803.000000 Penalty: 5339.295898
	Iteration 0F: 3 clusters Score -8824803 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8836772.000000 Penalty: 5339.295898
	Iteration 1F: 3 clusters Score -8836772 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8837139.000000 Penalty: 5339.295898
	Iteration 2Q: 3 clusters Score -8837139 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8837587.000000 Penalty: 5339.295898
	Iteration 3Q: 3 clusters Score -8837587 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -8838092.000000 Penalty: 5339.295898
	Iteration 4Q: 3 clusters Score -8838092 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -8838866.000000 Penalty: 5339.295898
	Iteration 5Q: 3 clusters Score -8838866 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8840021.000000 Penalty: 5339.295898
	Iteration 6Q: 3 clusters Score -8840021 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -8841605.000000 Penalty: 5339.295898
	Iteration 7Q: 3 clusters Score -8841605 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8843689.000000 Penalty: 5339.295898
	Iteration 8F: 3 clusters Score -8843689 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -8846193.000000 Penalty: 5339.295898
	Iteration 9F: 3 clusters Score -8846193 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8848703.000000 Penalty: 5339.295898
	Iteration 10F: 3 clusters Score -8848703 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8850480.000000 Penalty: 5339.295898
	Iteration 11F: 3 clusters Score -8850480 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -8851404.000000 Penalty: 5339.295898
	Iteration 12Q: 3 clusters Score -8851404 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8851909.000000 Penalty: 5339.295898
	Iteration 13Q: 3 clusters Score -8851909 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8852293.000000 Penalty: 5339.295898
	Iteration 14Q: 3 clusters Score -8852293 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8852678.000000 Penalty: 5339.295898
	Iteration 15Q: 3 clusters Score -8852678 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8853095.000000 Penalty: 5339.295898
	Iteration 16Q: 3 clusters Score -8853095 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -8853464.000000 Penalty: 5339.295898
	Iteration 17Q: 3 clusters Score -8853464 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8853773.000000 Penalty: 5339.295898
	Iteration 18Q: 3 clusters Score -8853773 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -8853969.000000 Penalty: 5339.295898
	Iteration 19Q: 3 clusters Score -8853969 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -8854091.000000 Penalty: 5339.295898
	Iteration 20F: 3 clusters Score -8854091 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -8854158.000000 Penalty: 5339.295898
	Iteration 21Q: 3 clusters Score -8854158 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -8854238.000000 Penalty: 5339.295898
	Iteration 22Q: 3 clusters Score -8854238 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -8854308.000000 Penalty: 5339.295898
	Iteration 23Q: 3 clusters Score -8854308 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8854326.000000 Penalty: 5339.295898
	Iteration 24Q: 3 clusters Score -8854326 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -8854385.000000 Penalty: 5339.295898
	Iteration 25Q: 3 clusters Score -8854385 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -8854425.000000 Penalty: 5339.295898
	Iteration 26Q: 3 clusters Score -8854425 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -8854415.000000 Penalty: 5339.295898
	Iteration 27Q: 3 clusters Score -8854415 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8854428.000000 Penalty: 5339.295898
	Iteration 28Q: 3 clusters Score -8854428 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -8854441.000000 Penalty: 5339.295898
	Iteration 29Q: 3 clusters Score -8854441 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -8854499.000000 Penalty: 5339.295898
	Iteration 30Q: 3 clusters Score -8854499 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -8854490.000000 Penalty: 5339.295898
	Iteration 31Q: 3 clusters Score -8854490 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -8854490.000000 Penalty: 5339.295898
	Iteration 32Q: 3 clusters Score -8854490 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8854535.000000 Penalty: 5339.295898
	Iteration 33Q: 3 clusters Score -8854535 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -8854533.000000 Penalty: 5339.295898
	Iteration 34Q: 3 clusters Score -8854533 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -8854642.000000 Penalty: 5339.295898
	Iteration 35Q: 3 clusters Score -8854642 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -8854687.000000 Penalty: 5339.295898
	Iteration 36Q: 3 clusters Score -8854687 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -8854720.000000 Penalty: 5339.295898
	Iteration 37Q: 3 clusters Score -8854720 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -8854688.000000 Penalty: 5339.295898
	Iteration 38Q: 3 clusters Score -8854688 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -8854719.000000 Penalty: 5339.295898
	Iteration 39Q: 3 clusters Score -8854719 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -8854783.000000 Penalty: 5339.295898
	Iteration 40F: 3 clusters Score -8854783 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -8854793.000000 Penalty: 5339.295898
	Iteration 41Q: 3 clusters Score -8854793 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -8854800.000000 Penalty: 5339.295898
	Iteration 42Q: 3 clusters Score -8854800 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -8854834.000000 Penalty: 5339.295898
	Iteration 43Q: 3 clusters Score -8854834 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8854885.000000 Penalty: 5339.295898
	Iteration 44Q: 3 clusters Score -8854885 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8854885.000000 Penalty: 5339.295898
	Iteration 45Q: 3 clusters Score -8854885 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -8854867.000000 Penalty: 5339.295898
	Iteration 46Q: 3 clusters Score -8854867 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8854864.000000 Penalty: 5339.295898
	Iteration 47Q: 3 clusters Score -8854864 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8854877.000000 Penalty: 5339.295898
	Iteration 48Q: 3 clusters Score -8854877 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -8854880.000000 Penalty: 5339.295898
	Iteration 49Q: 3 clusters Score -8854880 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -8854889.000000 Penalty: 5339.295898
	Iteration 50Q: 3 clusters Score -8854889 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -8854881.000000 Penalty: 5339.295898
	Iteration 51Q: 3 clusters Score -8854881 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -8854904.000000 Penalty: 5339.295898
	Iteration 52Q: 3 clusters Score -8854904 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8854932.000000 Penalty: 5339.295898
	Iteration 53Q: 3 clusters Score -8854932 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8854934.000000 Penalty: 5339.295898
	Iteration 54Q: 3 clusters Score -8854934 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8854914.000000 Penalty: 5339.295898
	Iteration 55Q: 3 clusters Score -8854914 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8854877.000000 Penalty: 5339.295898
	Iteration 56Q: 3 clusters Score -8854877 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -8854840.000000 Penalty: 5339.295898
	Iteration 57Q: 3 clusters Score -8854840 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8854804.000000 Penalty: 5339.295898
	Iteration 58Q: 3 clusters Score -8854804 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -8854803.000000 Penalty: 5339.295898
	Iteration 59Q: 3 clusters Score -8854803 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -8854729.000000 Penalty: 5339.295898
	Iteration 60F: 3 clusters Score -8854729 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8854707.000000 Penalty: 5339.295898
	Iteration 61Q: 3 clusters Score -8854707 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8854659.000000 Penalty: 5339.295898
	Iteration 62Q: 3 clusters Score -8854659 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8854642.000000 Penalty: 5339.295898
	Iteration 63Q: 3 clusters Score -8854642 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8854605.000000 Penalty: 5339.295898
	Iteration 64Q: 3 clusters Score -8854605 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8854579.000000 Penalty: 5339.295898
	Iteration 65Q: 3 clusters Score -8854579 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8854586.000000 Penalty: 5339.295898
	Iteration 66Q: 3 clusters Score -8854586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8854558.000000 Penalty: 5339.295898
	Iteration 67Q: 3 clusters Score -8854558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -8854510.000000 Penalty: 5339.295898
	Iteration 68Q: 3 clusters Score -8854510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 44203 members 
Entering Unmasked Estep 
Score: -8854498.000000 Penalty: 5339.295898
	Iteration 69Q: 3 clusters Score -8854498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8854458.000000 Penalty: 5339.295898
	Iteration 70Q: 3 clusters Score -8854458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8854421.000000 Penalty: 5339.295898
	Iteration 71Q: 3 clusters Score -8854421 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8854419.000000 Penalty: 5339.295898
	Iteration 72Q: 3 clusters Score -8854419 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8854403.000000 Penalty: 5339.295898
	Iteration 73Q: 3 clusters Score -8854403 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -8854374.000000 Penalty: 5339.295898
	Iteration 74Q: 3 clusters Score -8854374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8854357.000000 Penalty: 5339.295898
	Iteration 75Q: 3 clusters Score -8854357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8854323.000000 Penalty: 5339.295898
	Iteration 76Q: 3 clusters Score -8854323 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8854277.000000 Penalty: 5339.295898
	Iteration 77Q: 3 clusters Score -8854277 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8854254.000000 Penalty: 5339.295898
	Iteration 78Q: 3 clusters Score -8854254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8854253.000000 Penalty: 5339.295898
	Iteration 79Q: 3 clusters Score -8854253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8854257.000000 Penalty: 5339.295898
	Iteration 80F: 3 clusters Score -8854257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -8854248.000000 Penalty: 5339.295898
	Iteration 81Q: 3 clusters Score -8854248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8854243.000000 Penalty: 5339.295898
	Iteration 82Q: 3 clusters Score -8854243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8854233.000000 Penalty: 5339.295898
	Iteration 83Q: 3 clusters Score -8854233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -8854238.000000 Penalty: 5339.295898
	Iteration 84Q: 3 clusters Score -8854238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -8854235.000000 Penalty: 5339.295898
	Iteration 85Q: 3 clusters Score -8854235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8854214.000000 Penalty: 5339.295898
	Iteration 86Q: 3 clusters Score -8854214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -8854202.000000 Penalty: 5339.295898
	Iteration 87Q: 3 clusters Score -8854202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8854213.000000 Penalty: 5339.295898
	Iteration 88Q: 3 clusters Score -8854213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -8854202.000000 Penalty: 5339.295898
	Iteration 89Q: 3 clusters Score -8854202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -8854188.000000 Penalty: 5339.295898
	Iteration 90Q: 3 clusters Score -8854188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8854196.000000 Penalty: 5339.295898
	Iteration 91Q: 3 clusters Score -8854196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8854183.000000 Penalty: 5339.295898
	Iteration 92Q: 3 clusters Score -8854183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8854179.000000 Penalty: 5339.295898
	Iteration 93Q: 3 clusters Score -8854179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -8854172.000000 Penalty: 5339.295898
	Iteration 94Q: 3 clusters Score -8854172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8854168.000000 Penalty: 5339.295898
	Iteration 95Q: 3 clusters Score -8854168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8854168.000000 Penalty: 5339.295898
	Iteration 96Q: 3 clusters Score -8854168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8854178.000000 Penalty: 5339.295898
	Iteration 97Q: 3 clusters Score -8854178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8854173.000000 Penalty: 5339.295898
	Iteration 98Q: 3 clusters Score -8854173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8854174.000000 Penalty: 5339.295898
	Iteration 99Q: 3 clusters Score -8854174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8854161.000000 Penalty: 5339.295898
	Iteration 100F: 3 clusters Score -8854161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8854160.000000 Penalty: 5339.295898
	Iteration 101Q: 3 clusters Score -8854160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8854163.000000 Penalty: 5339.295898
	Iteration 102Q: 3 clusters Score -8854163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8854162.000000 Penalty: 5339.295898
	Iteration 103Q: 3 clusters Score -8854162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8854160.000000 Penalty: 5339.295898
	Iteration 104Q: 3 clusters Score -8854160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8854166.000000 Penalty: 5339.295898
	Iteration 105Q: 3 clusters Score -8854166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8854171.000000 Penalty: 5339.295898
	Iteration 106Q: 3 clusters Score -8854171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8854159.000000 Penalty: 5339.295898
	Iteration 107Q: 3 clusters Score -8854159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -8854154.000000 Penalty: 5339.295898
	Iteration 108Q: 3 clusters Score -8854154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8854158.000000 Penalty: 5339.295898
	Iteration 109Q: 3 clusters Score -8854158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8854156.000000 Penalty: 5339.295898
	Iteration 110Q: 3 clusters Score -8854156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8854145.000000 Penalty: 5339.295898
	Iteration 111Q: 3 clusters Score -8854145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8854151.000000 Penalty: 5339.295898
	Iteration 112Q: 3 clusters Score -8854151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8854145.000000 Penalty: 5339.295898
	Iteration 113Q: 3 clusters Score -8854145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8854144.000000 Penalty: 5339.295898
	Iteration 114Q: 3 clusters Score -8854144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8854146.000000 Penalty: 5339.295898
	Iteration 115Q: 3 clusters Score -8854146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8854146.000000 Penalty: 5339.295898
	Iteration 116Q: 3 clusters Score -8854146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8854143.000000 Penalty: 5339.295898
	Iteration 117Q: 3 clusters Score -8854143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8854135.000000 Penalty: 5339.295898
	Iteration 118Q: 3 clusters Score -8854135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8854136.000000 Penalty: 5339.295898
	Iteration 119Q: 3 clusters Score -8854136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8854136.000000 Penalty: 5339.295898
	Iteration 120F: 3 clusters Score -8854136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (50747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Entering Unmasked Estep 
Score: -9544158.000000 Penalty: 2686.982910
	Iteration 0F: 2 clusters Score -9544158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -9512629.000000 Penalty: 5373.965820
	Iteration 0F: 3 clusters Score -9512629 nChanged 23606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -9525599.000000 Penalty: 5373.965820
	Iteration 1F: 3 clusters Score -9525599 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -9526236.000000 Penalty: 5373.965820
	Iteration 2Q: 3 clusters Score -9526236 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -9526899.000000 Penalty: 5373.965820
	Iteration 3Q: 3 clusters Score -9526899 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -9527548.000000 Penalty: 5373.965820
	Iteration 4Q: 3 clusters Score -9527548 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -9528551.000000 Penalty: 5373.965820
	Iteration 5Q: 3 clusters Score -9528551 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -9529860.000000 Penalty: 5373.965820
	Iteration 6F: 3 clusters Score -9529860 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -9531488.000000 Penalty: 5373.965820
	Iteration 7F: 3 clusters Score -9531488 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -9533774.000000 Penalty: 5373.965820
	Iteration 8F: 3 clusters Score -9533774 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -9536602.000000 Penalty: 5373.965820
	Iteration 9F: 3 clusters Score -9536602 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -9539097.000000 Penalty: 5373.965820
	Iteration 10F: 3 clusters Score -9539097 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9540623.000000 Penalty: 5373.965820
	Iteration 11F: 3 clusters Score -9540623 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9541338.000000 Penalty: 5373.965820
	Iteration 12Q: 3 clusters Score -9541338 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49986 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9541541.000000 Penalty: 5373.965820
	Iteration 13Q: 3 clusters Score -9541541 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9541686.000000 Penalty: 5373.965820
	Iteration 14Q: 3 clusters Score -9541686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9541763.000000 Penalty: 5373.965820
	Iteration 15Q: 3 clusters Score -9541763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9541807.000000 Penalty: 5373.965820
	Iteration 16Q: 3 clusters Score -9541807 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9541823.000000 Penalty: 5373.965820
	Iteration 17Q: 3 clusters Score -9541823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9541840.000000 Penalty: 5373.965820
	Iteration 18Q: 3 clusters Score -9541840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9541857.000000 Penalty: 5373.965820
	Iteration 19Q: 3 clusters Score -9541857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9541879.000000 Penalty: 5373.965820
	Iteration 20F: 3 clusters Score -9541879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9541878.000000 Penalty: 5373.965820
	Iteration 21Q: 3 clusters Score -9541878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9541880.000000 Penalty: 5373.965820
	Iteration 22Q: 3 clusters Score -9541880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9541877.000000 Penalty: 5373.965820
	Iteration 23Q: 3 clusters Score -9541877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9541877.000000 Penalty: 5373.965820
	Iteration 24Q: 3 clusters Score -9541877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9541878.000000 Penalty: 5373.965820
	Iteration 25Q: 3 clusters Score -9541878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9541881.000000 Penalty: 5373.965820
	Iteration 26Q: 3 clusters Score -9541881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9541879.000000 Penalty: 5373.965820
	Iteration 27Q: 3 clusters Score -9541879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9541882.000000 Penalty: 5373.965820
	Iteration 28Q: 3 clusters Score -9541882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9541890.000000 Penalty: 5373.965820
	Iteration 29Q: 3 clusters Score -9541890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50482 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9541890.000000 Penalty: 5373.965820
	Iteration 30F: 3 clusters Score -9541890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 43717 members 
Mstep: Class 3 contains 48612 members 
Mstep: Class 4 contains 38150 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46759 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55458 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49733 members 
Mstep: Class 15 contains 29334 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26239 members 
Mstep: Class 18 contains 40891 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6879 members 
Mstep: Class 22 contains 47225 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48414 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44419 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47321 members 
Mstep: Class 31 contains 50747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 103966.859375
Iteration 439Q: 32 clusters Score -1.3716e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 43700 members 
Mstep: Class 3 contains 48619 members 
Mstep: Class 4 contains 38142 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46775 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55464 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 49742 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26235 members 
Mstep: Class 18 contains 40895 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26540 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 47219 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48373 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44436 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47317 members 
Mstep: Class 31 contains 50793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159968.000000 Penalty: 103966.859375
Iteration 440F: 32 clusters Score -1.3716e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 43689 members 
Mstep: Class 3 contains 48633 members 
Mstep: Class 4 contains 38130 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21708 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55468 members 
Mstep: Class 13 contains 6292 members 
Mstep: Class 14 contains 49807 members 
Mstep: Class 15 contains 29287 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26236 members 
Mstep: Class 18 contains 40904 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48358 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44440 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47311 members 
Mstep: Class 31 contains 50764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159984.000000 Penalty: 103966.859375
Iteration 441Q: 32 clusters Score -1.3716e+08 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 43682 members 
Mstep: Class 3 contains 48640 members 
Mstep: Class 4 contains 38128 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21705 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46799 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55480 members 
Mstep: Class 13 contains 6298 members 
Mstep: Class 14 contains 49858 members 
Mstep: Class 15 contains 29263 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26230 members 
Mstep: Class 18 contains 40913 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 47197 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48344 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44453 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47301 members 
Mstep: Class 31 contains 50732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 442Q: 32 clusters Score -1.371601e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 43678 members 
Mstep: Class 3 contains 48640 members 
Mstep: Class 4 contains 38118 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21699 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55479 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 49924 members 
Mstep: Class 15 contains 29253 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 26227 members 
Mstep: Class 18 contains 40917 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26535 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 47200 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48307 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44460 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47288 members 
Mstep: Class 31 contains 50725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 103966.859375
Iteration 443Q: 32 clusters Score -1.371601e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 43658 members 
Mstep: Class 3 contains 48655 members 
Mstep: Class 4 contains 38115 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46812 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55491 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 49969 members 
Mstep: Class 15 contains 29234 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26227 members 
Mstep: Class 18 contains 40917 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26534 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 47204 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48268 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44466 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47286 members 
Mstep: Class 31 contains 50730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 103966.859375
Iteration 444Q: 32 clusters Score -1.3716e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 43669 members 
Mstep: Class 3 contains 48674 members 
Mstep: Class 4 contains 38105 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21691 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46794 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55490 members 
Mstep: Class 13 contains 6307 members 
Mstep: Class 14 contains 49985 members 
Mstep: Class 15 contains 29221 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26223 members 
Mstep: Class 18 contains 40925 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26535 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 47214 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48245 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44468 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47287 members 
Mstep: Class 31 contains 50735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160000.000000 Penalty: 103966.859375
Iteration 445Q: 32 clusters Score -1.3716e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 43678 members 
Mstep: Class 3 contains 48682 members 
Mstep: Class 4 contains 38093 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21687 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46785 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55478 members 
Mstep: Class 13 contains 6305 members 
Mstep: Class 14 contains 49997 members 
Mstep: Class 15 contains 29210 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 40930 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26539 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 47220 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48223 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44462 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47285 members 
Mstep: Class 31 contains 50786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160176.000000 Penalty: 103966.859375
Iteration 446Q: 32 clusters Score -1.371602e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 43668 members 
Mstep: Class 3 contains 48698 members 
Mstep: Class 4 contains 38088 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1070 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21680 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46794 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55487 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 50007 members 
Mstep: Class 15 contains 29188 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26227 members 
Mstep: Class 18 contains 40940 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 47215 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48212 members 
Mstep: Class 27 contains 5907 members 
Mstep: Class 28 contains 44470 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47274 members 
Mstep: Class 31 contains 50805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160208.000000 Penalty: 103966.859375
Iteration 447Q: 32 clusters Score -1.371602e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 48707 members 
Mstep: Class 4 contains 38083 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21677 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46802 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55492 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 50006 members 
Mstep: Class 15 contains 29172 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26232 members 
Mstep: Class 18 contains 40942 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 47219 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4401 members 
Mstep: Class 26 contains 48190 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44471 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47268 members 
Mstep: Class 31 contains 50831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160240.000000 Penalty: 103966.859375
Iteration 448Q: 32 clusters Score -1.371602e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 43656 members 
Mstep: Class 3 contains 48728 members 
Mstep: Class 4 contains 38065 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46799 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55483 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 50009 members 
Mstep: Class 15 contains 29159 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26232 members 
Mstep: Class 18 contains 40944 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 47211 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48193 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44476 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47271 members 
Mstep: Class 31 contains 50844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160224.000000 Penalty: 103966.859375
Iteration 449Q: 32 clusters Score -1.371602e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 43653 members 
Mstep: Class 3 contains 48735 members 
Mstep: Class 4 contains 38059 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21672 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46798 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55468 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 29141 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26235 members 
Mstep: Class 18 contains 40953 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26537 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47204 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48210 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44477 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47271 members 
Mstep: Class 31 contains 50859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160208.000000 Penalty: 103966.859375
Iteration 450Q: 32 clusters Score -1.371602e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 43654 members 
Mstep: Class 3 contains 48748 members 
Mstep: Class 4 contains 38054 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21668 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46798 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55458 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 50012 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26242 members 
Mstep: Class 18 contains 40953 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26536 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 47193 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48213 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44476 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47269 members 
Mstep: Class 31 contains 50880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160352.000000 Penalty: 103966.859375
Iteration 451Q: 32 clusters Score -1.371604e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 43661 members 
Mstep: Class 3 contains 48764 members 
Mstep: Class 4 contains 38051 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46791 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55456 members 
Mstep: Class 13 contains 6308 members 
Mstep: Class 14 contains 50018 members 
Mstep: Class 15 contains 29101 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26246 members 
Mstep: Class 18 contains 40952 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26533 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47195 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48227 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44477 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47256 members 
Mstep: Class 31 contains 50882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 452Q: 32 clusters Score -1.371603e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 43668 members 
Mstep: Class 3 contains 48772 members 
Mstep: Class 4 contains 38054 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21657 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55442 members 
Mstep: Class 13 contains 6311 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 29099 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26249 members 
Mstep: Class 18 contains 40947 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26533 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47195 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48228 members 
Mstep: Class 27 contains 5915 members 
Mstep: Class 28 contains 44473 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47251 members 
Mstep: Class 31 contains 50906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160224.000000 Penalty: 103966.859375
Iteration 453Q: 32 clusters Score -1.371602e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 43683 members 
Mstep: Class 3 contains 48762 members 
Mstep: Class 4 contains 38058 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21656 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46773 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55428 members 
Mstep: Class 13 contains 6310 members 
Mstep: Class 14 contains 50006 members 
Mstep: Class 15 contains 29089 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26253 members 
Mstep: Class 18 contains 40951 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26532 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47187 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48246 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44468 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47242 members 
Mstep: Class 31 contains 50944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160304.000000 Penalty: 103966.859375
Iteration 454Q: 32 clusters Score -1.371603e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 43691 members 
Mstep: Class 3 contains 48734 members 
Mstep: Class 4 contains 38056 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21654 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46779 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55400 members 
Mstep: Class 13 contains 6312 members 
Mstep: Class 14 contains 50004 members 
Mstep: Class 15 contains 29078 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26258 members 
Mstep: Class 18 contains 40959 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26533 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47192 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48271 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44465 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47242 members 
Mstep: Class 31 contains 50955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 455Q: 32 clusters Score -1.371603e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 43706 members 
Mstep: Class 3 contains 48729 members 
Mstep: Class 4 contains 38062 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21651 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46777 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55377 members 
Mstep: Class 13 contains 6316 members 
Mstep: Class 14 contains 50009 members 
Mstep: Class 15 contains 29062 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 40957 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26531 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47189 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48310 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44463 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47232 members 
Mstep: Class 31 contains 50953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160272.000000 Penalty: 103966.859375
Iteration 456Q: 32 clusters Score -1.371603e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 43733 members 
Mstep: Class 3 contains 48747 members 
Mstep: Class 4 contains 38073 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21647 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46775 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55351 members 
Mstep: Class 13 contains 6318 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 29042 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26261 members 
Mstep: Class 18 contains 40954 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26527 members 
Mstep: Class 21 contains 6893 members 
Mstep: Class 22 contains 47190 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48336 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44461 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47213 members 
Mstep: Class 31 contains 50940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160368.000000 Penalty: 103966.859375
Iteration 457Q: 32 clusters Score -1.371604e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 43758 members 
Mstep: Class 3 contains 48754 members 
Mstep: Class 4 contains 38076 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21641 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46768 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55333 members 
Mstep: Class 13 contains 6322 members 
Mstep: Class 14 contains 50000 members 
Mstep: Class 15 contains 29037 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 40954 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26524 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 47188 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48351 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 44461 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47203 members 
Mstep: Class 31 contains 50943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160448.000000 Penalty: 103966.859375
Iteration 458Q: 32 clusters Score -1.371604e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 43792 members 
Mstep: Class 3 contains 48776 members 
Mstep: Class 4 contains 38081 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21634 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46758 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55323 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 49998 members 
Mstep: Class 15 contains 29026 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26260 members 
Mstep: Class 18 contains 40950 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26521 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 47190 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48369 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44458 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47191 members 
Mstep: Class 31 contains 50923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160368.000000 Penalty: 103966.859375
Iteration 459Q: 32 clusters Score -1.371604e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 43825 members 
Mstep: Class 3 contains 48806 members 
Mstep: Class 4 contains 38063 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21623 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46752 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55326 members 
Mstep: Class 13 contains 6324 members 
Mstep: Class 14 contains 49990 members 
Mstep: Class 15 contains 29015 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26260 members 
Mstep: Class 18 contains 40954 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26520 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 47197 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4400 members 
Mstep: Class 26 contains 48374 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44456 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47166 members 
Mstep: Class 31 contains 50929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160400.000000 Penalty: 103966.859375
Iteration 460F: 32 clusters Score -1.371604e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 43878 members 
Mstep: Class 3 contains 48843 members 
Mstep: Class 4 contains 38060 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21610 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46739 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55313 members 
Mstep: Class 13 contains 6326 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 29001 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26259 members 
Mstep: Class 18 contains 40947 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26518 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 47201 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48368 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44454 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47143 members 
Mstep: Class 31 contains 50938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160320.000000 Penalty: 103966.859375
Iteration 461Q: 32 clusters Score -1.371603e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 43922 members 
Mstep: Class 3 contains 48851 members 
Mstep: Class 4 contains 38061 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21597 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46722 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55298 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 49969 members 
Mstep: Class 15 contains 28999 members 
Mstep: Class 16 contains 1642 members 
Mstep: Class 17 contains 26262 members 
Mstep: Class 18 contains 40944 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26515 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48371 members 
Mstep: Class 27 contains 5912 members 
Mstep: Class 28 contains 44448 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47131 members 
Mstep: Class 31 contains 50952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160336.000000 Penalty: 103966.859375
Iteration 462Q: 32 clusters Score -1.371603e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 43965 members 
Mstep: Class 3 contains 48865 members 
Mstep: Class 4 contains 38054 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21590 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46712 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55289 members 
Mstep: Class 13 contains 6332 members 
Mstep: Class 14 contains 49973 members 
Mstep: Class 15 contains 28994 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26267 members 
Mstep: Class 18 contains 40946 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26508 members 
Mstep: Class 21 contains 6904 members 
Mstep: Class 22 contains 47209 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48387 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44444 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47107 members 
Mstep: Class 31 contains 50929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160416.000000 Penalty: 103966.859375
Iteration 463Q: 32 clusters Score -1.371604e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 43997 members 
Mstep: Class 3 contains 48870 members 
Mstep: Class 4 contains 38041 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21578 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46703 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55293 members 
Mstep: Class 13 contains 6335 members 
Mstep: Class 14 contains 49986 members 
Mstep: Class 15 contains 28988 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26272 members 
Mstep: Class 18 contains 40958 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26503 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 47208 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48393 members 
Mstep: Class 27 contains 5908 members 
Mstep: Class 28 contains 44438 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47090 members 
Mstep: Class 31 contains 50910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 103966.859375
Iteration 464Q: 32 clusters Score -1.371603e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 44018 members 
Mstep: Class 3 contains 48881 members 
Mstep: Class 4 contains 38039 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21569 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46694 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55297 members 
Mstep: Class 13 contains 6336 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26277 members 
Mstep: Class 18 contains 40959 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26500 members 
Mstep: Class 21 contains 6920 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 5604 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48393 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44427 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47070 members 
Mstep: Class 31 contains 50920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160272.000000 Penalty: 103966.859375
Iteration 465Q: 32 clusters Score -1.371603e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 44025 members 
Mstep: Class 3 contains 48887 members 
Mstep: Class 4 contains 38046 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21563 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46691 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55303 members 
Mstep: Class 13 contains 6339 members 
Mstep: Class 14 contains 49984 members 
Mstep: Class 15 contains 28983 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26275 members 
Mstep: Class 18 contains 40962 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6929 members 
Mstep: Class 22 contains 47195 members 
Mstep: Class 23 contains 5603 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48389 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44418 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47061 members 
Mstep: Class 31 contains 50921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160576.000000 Penalty: 103966.859375
Iteration 466Q: 32 clusters Score -1.371606e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 44027 members 
Mstep: Class 3 contains 48888 members 
Mstep: Class 4 contains 38050 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55308 members 
Mstep: Class 13 contains 6340 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26279 members 
Mstep: Class 18 contains 40966 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6938 members 
Mstep: Class 22 contains 47177 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48388 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44410 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47056 members 
Mstep: Class 31 contains 50924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160480.000000 Penalty: 103966.859375
Iteration 467Q: 32 clusters Score -1.371605e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 44030 members 
Mstep: Class 3 contains 48896 members 
Mstep: Class 4 contains 38047 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21541 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46721 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55307 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 49976 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 26282 members 
Mstep: Class 18 contains 40968 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6947 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48402 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44398 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47060 members 
Mstep: Class 31 contains 50914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160432.000000 Penalty: 103966.859375
Iteration 468Q: 32 clusters Score -1.371604e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 44040 members 
Mstep: Class 3 contains 48893 members 
Mstep: Class 4 contains 38053 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21537 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46743 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55304 members 
Mstep: Class 13 contains 6348 members 
Mstep: Class 14 contains 49972 members 
Mstep: Class 15 contains 28966 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 40967 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44392 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47067 members 
Mstep: Class 31 contains 50911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160336.000000 Penalty: 103966.859375
Iteration 469Q: 32 clusters Score -1.371603e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 44043 members 
Mstep: Class 3 contains 48908 members 
Mstep: Class 4 contains 38052 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21535 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46751 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55285 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 14 contains 49978 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26284 members 
Mstep: Class 18 contains 40961 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6956 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 5600 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 26 contains 48411 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44370 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47078 members 
Mstep: Class 31 contains 50917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160544.000000 Penalty: 103966.859375
Iteration 470Q: 32 clusters Score -1.371605e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 44067 members 
Mstep: Class 3 contains 48907 members 
Mstep: Class 4 contains 38054 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21531 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55271 members 
Mstep: Class 13 contains 6356 members 
Mstep: Class 14 contains 49993 members 
Mstep: Class 15 contains 28945 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 40960 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26497 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 47089 members 
Mstep: Class 23 contains 5596 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48414 members 
Mstep: Class 27 contains 5909 members 
Mstep: Class 28 contains 44358 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47081 members 
Mstep: Class 31 contains 50918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160560.000000 Penalty: 103966.859375
Iteration 471Q: 32 clusters Score -1.371606e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 44091 members 
Mstep: Class 3 contains 48922 members 
Mstep: Class 4 contains 38053 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21526 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46761 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55262 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 50002 members 
Mstep: Class 15 contains 28937 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 40955 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6962 members 
Mstep: Class 22 contains 47069 members 
Mstep: Class 23 contains 5593 members 
Mstep: Class 24 contains 2341 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48411 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44352 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47084 members 
Mstep: Class 31 contains 50921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160464.000000 Penalty: 103966.859375
Iteration 472Q: 32 clusters Score -1.371605e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 44110 members 
Mstep: Class 3 contains 48918 members 
Mstep: Class 4 contains 38047 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21515 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46774 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55272 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50013 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26290 members 
Mstep: Class 18 contains 40953 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26497 members 
Mstep: Class 21 contains 6965 members 
Mstep: Class 22 contains 47042 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2340 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48402 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44337 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47088 members 
Mstep: Class 31 contains 50935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 103966.859375
Iteration 473Q: 32 clusters Score -1.371605e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 44130 members 
Mstep: Class 3 contains 48927 members 
Mstep: Class 4 contains 38049 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21508 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46766 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55272 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 50026 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26297 members 
Mstep: Class 18 contains 40956 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26496 members 
Mstep: Class 21 contains 6967 members 
Mstep: Class 22 contains 47022 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4398 members 
Mstep: Class 26 contains 48404 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44326 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47079 members 
Mstep: Class 31 contains 50939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160480.000000 Penalty: 103966.859375
Iteration 474Q: 32 clusters Score -1.371605e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 44154 members 
Mstep: Class 3 contains 48905 members 
Mstep: Class 4 contains 38036 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21507 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46772 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55279 members 
Mstep: Class 13 contains 6357 members 
Mstep: Class 14 contains 50011 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 40971 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 6968 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48394 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44329 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47079 members 
Mstep: Class 31 contains 50962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 103966.859375
Iteration 475Q: 32 clusters Score -1.371605e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 44169 members 
Mstep: Class 3 contains 48897 members 
Mstep: Class 4 contains 38030 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21498 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46800 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55291 members 
Mstep: Class 13 contains 6355 members 
Mstep: Class 14 contains 50015 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26306 members 
Mstep: Class 18 contains 40982 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26495 members 
Mstep: Class 21 contains 6971 members 
Mstep: Class 22 contains 46991 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48391 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44328 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47075 members 
Mstep: Class 31 contains 50961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160416.000000 Penalty: 103966.859375
Iteration 476Q: 32 clusters Score -1.371604e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 44185 members 
Mstep: Class 3 contains 48890 members 
Mstep: Class 4 contains 38031 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21495 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46797 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55296 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50019 members 
Mstep: Class 15 contains 28881 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 40987 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26493 members 
Mstep: Class 21 contains 6972 members 
Mstep: Class 22 contains 46979 members 
Mstep: Class 23 contains 5591 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5910 members 
Mstep: Class 28 contains 44328 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47072 members 
Mstep: Class 31 contains 50952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160448.000000 Penalty: 103966.859375
Iteration 477Q: 32 clusters Score -1.371604e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44202 members 
Mstep: Class 3 contains 48882 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21490 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46830 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55294 members 
Mstep: Class 13 contains 6361 members 
Mstep: Class 14 contains 50027 members 
Mstep: Class 15 contains 28859 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26301 members 
Mstep: Class 18 contains 40992 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26491 members 
Mstep: Class 21 contains 6974 members 
Mstep: Class 22 contains 46949 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48401 members 
Mstep: Class 27 contains 5911 members 
Mstep: Class 28 contains 44328 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47075 members 
Mstep: Class 31 contains 50950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160448.000000 Penalty: 103966.859375
Iteration 478Q: 32 clusters Score -1.371604e+08 nChanged 346
Entering ConstructFrom: 
Score: -137160448.000000 Penalty: 103966.859375
Entering ConstructFrom: 
Trying to split cluster 1 (42371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Entering Unmasked Estep 
Score: -7927300.000000 Penalty: 2642.246582
	Iteration 0F: 2 clusters Score -7927300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -7898763.500000 Penalty: 5284.493164
	Iteration 0F: 3 clusters Score -7898764 nChanged 19714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -7909611.500000 Penalty: 5284.493164
	Iteration 1F: 3 clusters Score -7909612 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -7910140.500000 Penalty: 5284.493164
	Iteration 2Q: 3 clusters Score -7910140 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -7910765.500000 Penalty: 5284.493164
	Iteration 3Q: 3 clusters Score -7910766 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -7911568.000000 Penalty: 5284.493164
	Iteration 4Q: 3 clusters Score -7911568 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -7912666.500000 Penalty: 5284.493164
	Iteration 5Q: 3 clusters Score -7912666 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -7913852.500000 Penalty: 5284.493164
	Iteration 6Q: 3 clusters Score -7913852 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -7915139.500000 Penalty: 5284.493164
	Iteration 7Q: 3 clusters Score -7915140 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -7916448.500000 Penalty: 5284.493164
	Iteration 8Q: 3 clusters Score -7916448 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -7917648.500000 Penalty: 5284.493164
	Iteration 9Q: 3 clusters Score -7917648 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -7918754.500000 Penalty: 5284.493164
	Iteration 10Q: 3 clusters Score -7918754 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -7919620.500000 Penalty: 5284.493164
	Iteration 11Q: 3 clusters Score -7919620 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -7920277.500000 Penalty: 5284.493164
	Iteration 12Q: 3 clusters Score -7920278 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -7920731.000000 Penalty: 5284.493164
	Iteration 13Q: 3 clusters Score -7920731 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -7921021.500000 Penalty: 5284.493164
	Iteration 14Q: 3 clusters Score -7921022 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -7921229.000000 Penalty: 5284.493164
	Iteration 15Q: 3 clusters Score -7921229 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -7921362.000000 Penalty: 5284.493164
	Iteration 16Q: 3 clusters Score -7921362 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -7921459.500000 Penalty: 5284.493164
	Iteration 17Q: 3 clusters Score -7921460 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -7921576.500000 Penalty: 5284.493164
	Iteration 18Q: 3 clusters Score -7921576 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -7921654.500000 Penalty: 5284.493164
	Iteration 19Q: 3 clusters Score -7921654 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7921741.000000 Penalty: 5284.493164
	Iteration 20F: 3 clusters Score -7921741 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -7921799.500000 Penalty: 5284.493164
	Iteration 21Q: 3 clusters Score -7921800 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -7921897.500000 Penalty: 5284.493164
	Iteration 22Q: 3 clusters Score -7921898 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -7921954.000000 Penalty: 5284.493164
	Iteration 23Q: 3 clusters Score -7921954 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -7922002.000000 Penalty: 5284.493164
	Iteration 24Q: 3 clusters Score -7922002 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -7922056.000000 Penalty: 5284.493164
	Iteration 25Q: 3 clusters Score -7922056 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -7922089.000000 Penalty: 5284.493164
	Iteration 26Q: 3 clusters Score -7922089 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -7922196.500000 Penalty: 5284.493164
	Iteration 27Q: 3 clusters Score -7922196 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7922261.000000 Penalty: 5284.493164
	Iteration 28Q: 3 clusters Score -7922261 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -7922316.000000 Penalty: 5284.493164
	Iteration 29Q: 3 clusters Score -7922316 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7922416.000000 Penalty: 5284.493164
	Iteration 30Q: 3 clusters Score -7922416 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -7922525.500000 Penalty: 5284.493164
	Iteration 31Q: 3 clusters Score -7922526 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -7922594.000000 Penalty: 5284.493164
	Iteration 32Q: 3 clusters Score -7922594 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7922697.000000 Penalty: 5284.493164
	Iteration 33Q: 3 clusters Score -7922697 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -7922825.000000 Penalty: 5284.493164
	Iteration 34Q: 3 clusters Score -7922825 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7922934.000000 Penalty: 5284.493164
	Iteration 35Q: 3 clusters Score -7922934 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -7923064.000000 Penalty: 5284.493164
	Iteration 36Q: 3 clusters Score -7923064 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7923203.000000 Penalty: 5284.493164
	Iteration 37Q: 3 clusters Score -7923203 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7923359.000000 Penalty: 5284.493164
	Iteration 38Q: 3 clusters Score -7923359 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7923465.000000 Penalty: 5284.493164
	Iteration 39Q: 3 clusters Score -7923465 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7923587.500000 Penalty: 5284.493164
	Iteration 40F: 3 clusters Score -7923588 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -7923766.000000 Penalty: 5284.493164
	Iteration 41Q: 3 clusters Score -7923766 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7923885.500000 Penalty: 5284.493164
	Iteration 42Q: 3 clusters Score -7923886 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7924038.000000 Penalty: 5284.493164
	Iteration 43Q: 3 clusters Score -7924038 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7924205.000000 Penalty: 5284.493164
	Iteration 44Q: 3 clusters Score -7924205 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7924316.500000 Penalty: 5284.493164
	Iteration 45Q: 3 clusters Score -7924316 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7924467.500000 Penalty: 5284.493164
	Iteration 46Q: 3 clusters Score -7924468 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7924590.000000 Penalty: 5284.493164
	Iteration 47Q: 3 clusters Score -7924590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7924677.500000 Penalty: 5284.493164
	Iteration 48Q: 3 clusters Score -7924678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7924756.000000 Penalty: 5284.493164
	Iteration 49Q: 3 clusters Score -7924756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7924822.000000 Penalty: 5284.493164
	Iteration 50Q: 3 clusters Score -7924822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7924893.000000 Penalty: 5284.493164
	Iteration 51Q: 3 clusters Score -7924893 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7924946.000000 Penalty: 5284.493164
	Iteration 52Q: 3 clusters Score -7924946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7924988.500000 Penalty: 5284.493164
	Iteration 53Q: 3 clusters Score -7924988 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7925008.000000 Penalty: 5284.493164
	Iteration 54Q: 3 clusters Score -7925008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7925021.000000 Penalty: 5284.493164
	Iteration 55Q: 3 clusters Score -7925021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7925031.000000 Penalty: 5284.493164
	Iteration 56Q: 3 clusters Score -7925031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7925035.500000 Penalty: 5284.493164
	Iteration 57Q: 3 clusters Score -7925036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7925052.000000 Penalty: 5284.493164
	Iteration 58Q: 3 clusters Score -7925052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7925067.000000 Penalty: 5284.493164
	Iteration 59Q: 3 clusters Score -7925067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7925070.500000 Penalty: 5284.493164
	Iteration 60F: 3 clusters Score -7925070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7925076.000000 Penalty: 5284.493164
	Iteration 61Q: 3 clusters Score -7925076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7925074.500000 Penalty: 5284.493164
	Iteration 62Q: 3 clusters Score -7925074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -7925085.000000 Penalty: 5284.493164
	Iteration 63Q: 3 clusters Score -7925085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7925075.000000 Penalty: 5284.493164
	Iteration 64Q: 3 clusters Score -7925075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7925078.500000 Penalty: 5284.493164
	Iteration 65Q: 3 clusters Score -7925078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7925082.000000 Penalty: 5284.493164
	Iteration 66Q: 3 clusters Score -7925082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7925078.500000 Penalty: 5284.493164
	Iteration 67Q: 3 clusters Score -7925078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7925081.500000 Penalty: 5284.493164
	Iteration 68Q: 3 clusters Score -7925082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7925080.500000 Penalty: 5284.493164
	Iteration 69Q: 3 clusters Score -7925080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -7925081.500000 Penalty: 5284.493164
	Iteration 70Q: 3 clusters Score -7925082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7925084.500000 Penalty: 5284.493164
	Iteration 71Q: 3 clusters Score -7925084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7925087.000000 Penalty: 5284.493164
	Iteration 72Q: 3 clusters Score -7925087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7925090.000000 Penalty: 5284.493164
	Iteration 73Q: 3 clusters Score -7925090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7925088.500000 Penalty: 5284.493164
	Iteration 74Q: 3 clusters Score -7925088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7925100.000000 Penalty: 5284.493164
	Iteration 75Q: 3 clusters Score -7925100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7925098.500000 Penalty: 5284.493164
	Iteration 76Q: 3 clusters Score -7925098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7925098.500000 Penalty: 5284.493164
	Iteration 77F: 3 clusters Score -7925098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Entering Unmasked Estep 
Score: -8341404.500000 Penalty: 2652.771973
	Iteration 0F: 2 clusters Score -8341404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8312294.500000 Penalty: 5305.543945
	Iteration 0F: 3 clusters Score -8312294 nChanged 20427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8323506.000000 Penalty: 5305.543945
	Iteration 1F: 3 clusters Score -8323506 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -8324105.500000 Penalty: 5305.543945
	Iteration 2Q: 3 clusters Score -8324106 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -8324734.500000 Penalty: 5305.543945
	Iteration 3Q: 3 clusters Score -8324734 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -8325450.000000 Penalty: 5305.543945
	Iteration 4Q: 3 clusters Score -8325450 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -8326475.500000 Penalty: 5305.543945
	Iteration 5Q: 3 clusters Score -8326476 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -8328020.000000 Penalty: 5305.543945
	Iteration 6F: 3 clusters Score -8328020 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -8330309.500000 Penalty: 5305.543945
	Iteration 7F: 3 clusters Score -8330310 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8333272.000000 Penalty: 5305.543945
	Iteration 8F: 3 clusters Score -8333272 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8336015.000000 Penalty: 5305.543945
	Iteration 9F: 3 clusters Score -8336015 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8337787.000000 Penalty: 5305.543945
	Iteration 10Q: 3 clusters Score -8337787 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8338495.500000 Penalty: 5305.543945
	Iteration 11Q: 3 clusters Score -8338496 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8338752.500000 Penalty: 5305.543945
	Iteration 12Q: 3 clusters Score -8338752 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8338876.000000 Penalty: 5305.543945
	Iteration 13Q: 3 clusters Score -8338876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8338936.000000 Penalty: 5305.543945
	Iteration 14Q: 3 clusters Score -8338936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8338993.000000 Penalty: 5305.543945
	Iteration 15Q: 3 clusters Score -8338993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8339010.000000 Penalty: 5305.543945
	Iteration 16Q: 3 clusters Score -8339010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8339042.000000 Penalty: 5305.543945
	Iteration 17Q: 3 clusters Score -8339042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8339060.000000 Penalty: 5305.543945
	Iteration 18Q: 3 clusters Score -8339060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8339072.000000 Penalty: 5305.543945
	Iteration 19Q: 3 clusters Score -8339072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8339075.000000 Penalty: 5305.543945
	Iteration 20F: 3 clusters Score -8339075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8339082.500000 Penalty: 5305.543945
	Iteration 21Q: 3 clusters Score -8339082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8339089.000000 Penalty: 5305.543945
	Iteration 22Q: 3 clusters Score -8339089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8339097.500000 Penalty: 5305.543945
	Iteration 23Q: 3 clusters Score -8339098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8339108.000000 Penalty: 5305.543945
	Iteration 24Q: 3 clusters Score -8339108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8339110.500000 Penalty: 5305.543945
	Iteration 25Q: 3 clusters Score -8339110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8339118.000000 Penalty: 5305.543945
	Iteration 26Q: 3 clusters Score -8339118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8339118.000000 Penalty: 5305.543945
	Iteration 27Q: 3 clusters Score -8339118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8339117.000000 Penalty: 5305.543945
	Iteration 28Q: 3 clusters Score -8339117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8339117.000000 Penalty: 5305.543945
	Iteration 29F: 3 clusters Score -8339117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48871 members 
Entering Unmasked Estep 
Score: -9210264.000000 Penalty: 2677.641113
	Iteration 0F: 2 clusters Score -9210264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -9180144.000000 Penalty: 5355.282227
	Iteration 0F: 3 clusters Score -9180144 nChanged 22532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9192711.000000 Penalty: 5355.282227
	Iteration 1F: 3 clusters Score -9192711 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -9193263.000000 Penalty: 5355.282227
	Iteration 2Q: 3 clusters Score -9193263 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -9193688.000000 Penalty: 5355.282227
	Iteration 3Q: 3 clusters Score -9193688 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9194039.000000 Penalty: 5355.282227
	Iteration 4Q: 3 clusters Score -9194039 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -9194400.000000 Penalty: 5355.282227
	Iteration 5Q: 3 clusters Score -9194400 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -9194728.000000 Penalty: 5355.282227
	Iteration 6Q: 3 clusters Score -9194728 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -9195039.000000 Penalty: 5355.282227
	Iteration 7Q: 3 clusters Score -9195039 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -9195349.000000 Penalty: 5355.282227
	Iteration 8Q: 3 clusters Score -9195349 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -9195628.000000 Penalty: 5355.282227
	Iteration 9Q: 3 clusters Score -9195628 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -9195957.000000 Penalty: 5355.282227
	Iteration 10Q: 3 clusters Score -9195957 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -9196318.000000 Penalty: 5355.282227
	Iteration 11Q: 3 clusters Score -9196318 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -9196726.000000 Penalty: 5355.282227
	Iteration 12Q: 3 clusters Score -9196726 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -9197311.000000 Penalty: 5355.282227
	Iteration 13Q: 3 clusters Score -9197311 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -9198258.000000 Penalty: 5355.282227
	Iteration 14Q: 3 clusters Score -9198258 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -9199591.000000 Penalty: 5355.282227
	Iteration 15Q: 3 clusters Score -9199591 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -9201361.000000 Penalty: 5355.282227
	Iteration 16F: 3 clusters Score -9201361 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -9203278.000000 Penalty: 5355.282227
	Iteration 17F: 3 clusters Score -9203278 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9205064.000000 Penalty: 5355.282227
	Iteration 18F: 3 clusters Score -9205064 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -9206372.000000 Penalty: 5355.282227
	Iteration 19Q: 3 clusters Score -9206372 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -9207240.000000 Penalty: 5355.282227
	Iteration 20F: 3 clusters Score -9207240 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9207740.000000 Penalty: 5355.282227
	Iteration 21Q: 3 clusters Score -9207740 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -9208040.000000 Penalty: 5355.282227
	Iteration 22Q: 3 clusters Score -9208040 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9208216.000000 Penalty: 5355.282227
	Iteration 23Q: 3 clusters Score -9208216 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9208301.000000 Penalty: 5355.282227
	Iteration 24Q: 3 clusters Score -9208301 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9208396.000000 Penalty: 5355.282227
	Iteration 25Q: 3 clusters Score -9208396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9208424.000000 Penalty: 5355.282227
	Iteration 26Q: 3 clusters Score -9208424 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9208454.000000 Penalty: 5355.282227
	Iteration 27Q: 3 clusters Score -9208454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9208478.000000 Penalty: 5355.282227
	Iteration 28Q: 3 clusters Score -9208478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47603 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9208488.000000 Penalty: 5355.282227
	Iteration 29Q: 3 clusters Score -9208488 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9208521.000000 Penalty: 5355.282227
	Iteration 30Q: 3 clusters Score -9208521 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9208527.000000 Penalty: 5355.282227
	Iteration 31Q: 3 clusters Score -9208527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9208543.000000 Penalty: 5355.282227
	Iteration 32Q: 3 clusters Score -9208543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9208541.000000 Penalty: 5355.282227
	Iteration 33Q: 3 clusters Score -9208541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47761 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9208546.000000 Penalty: 5355.282227
	Iteration 34Q: 3 clusters Score -9208546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9208546.000000 Penalty: 5355.282227
	Iteration 35Q: 3 clusters Score -9208546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9208547.000000 Penalty: 5355.282227
	Iteration 36Q: 3 clusters Score -9208547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9208547.000000 Penalty: 5355.282227
	Iteration 37Q: 3 clusters Score -9208547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9208551.000000 Penalty: 5355.282227
	Iteration 38Q: 3 clusters Score -9208551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9208557.000000 Penalty: 5355.282227
	Iteration 39Q: 3 clusters Score -9208557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9208553.000000 Penalty: 5355.282227
	Iteration 40F: 3 clusters Score -9208553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9208559.000000 Penalty: 5355.282227
	Iteration 41Q: 3 clusters Score -9208559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9208561.000000 Penalty: 5355.282227
	Iteration 42Q: 3 clusters Score -9208561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9208560.000000 Penalty: 5355.282227
	Iteration 43Q: 3 clusters Score -9208560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47812 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9208557.000000 Penalty: 5355.282227
	Iteration 44Q: 3 clusters Score -9208557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47817 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9208558.000000 Penalty: 5355.282227
	Iteration 45Q: 3 clusters Score -9208558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -9208558.000000 Penalty: 5355.282227
	Iteration 46Q: 3 clusters Score -9208558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9208562.000000 Penalty: 5355.282227
	Iteration 47Q: 3 clusters Score -9208562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9208555.000000 Penalty: 5355.282227
	Iteration 48Q: 3 clusters Score -9208555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47837 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9208559.000000 Penalty: 5355.282227
	Iteration 49Q: 3 clusters Score -9208559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9208566.000000 Penalty: 5355.282227
	Iteration 50Q: 3 clusters Score -9208566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9208567.000000 Penalty: 5355.282227
	Iteration 51Q: 3 clusters Score -9208567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9208566.000000 Penalty: 5355.282227
	Iteration 52Q: 3 clusters Score -9208566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47869 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9208571.000000 Penalty: 5355.282227
	Iteration 53Q: 3 clusters Score -9208571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -9208570.000000 Penalty: 5355.282227
	Iteration 54Q: 3 clusters Score -9208570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9208563.000000 Penalty: 5355.282227
	Iteration 55Q: 3 clusters Score -9208563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9208568.000000 Penalty: 5355.282227
	Iteration 56Q: 3 clusters Score -9208568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9208582.000000 Penalty: 5355.282227
	Iteration 57Q: 3 clusters Score -9208582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9208570.000000 Penalty: 5355.282227
	Iteration 58Q: 3 clusters Score -9208570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9208583.000000 Penalty: 5355.282227
	Iteration 59Q: 3 clusters Score -9208583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -9208583.000000 Penalty: 5355.282227
	Iteration 60F: 3 clusters Score -9208583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47923 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9208581.000000 Penalty: 5355.282227
	Iteration 61Q: 3 clusters Score -9208581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9208583.000000 Penalty: 5355.282227
	Iteration 62Q: 3 clusters Score -9208583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9208582.000000 Penalty: 5355.282227
	Iteration 63Q: 3 clusters Score -9208582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9208582.000000 Penalty: 5355.282227
	Iteration 64Q: 3 clusters Score -9208582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9208574.000000 Penalty: 5355.282227
	Iteration 65Q: 3 clusters Score -9208574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9208581.000000 Penalty: 5355.282227
	Iteration 66Q: 3 clusters Score -9208581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9208581.000000 Penalty: 5355.282227
	Iteration 67Q: 3 clusters Score -9208581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9208582.000000 Penalty: 5355.282227
	Iteration 68Q: 3 clusters Score -9208582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9208582.000000 Penalty: 5355.282227
	Iteration 69F: 3 clusters Score -9208582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Entering Unmasked Estep 
Score: -7046628.000000 Penalty: 2615.394531
	Iteration 0F: 2 clusters Score -7046628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -7020871.500000 Penalty: 5230.789062
	Iteration 0F: 3 clusters Score -7020872 nChanged 17376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -7030301.000000 Penalty: 5230.789062
	Iteration 1F: 3 clusters Score -7030301 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -7030760.500000 Penalty: 5230.789062
	Iteration 2Q: 3 clusters Score -7030760 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -7031130.500000 Penalty: 5230.789062
	Iteration 3Q: 3 clusters Score -7031130 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -7031438.500000 Penalty: 5230.789062
	Iteration 4Q: 3 clusters Score -7031438 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -7031885.000000 Penalty: 5230.789062
	Iteration 5Q: 3 clusters Score -7031885 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -7032416.000000 Penalty: 5230.789062
	Iteration 6Q: 3 clusters Score -7032416 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -7033344.000000 Penalty: 5230.789062
	Iteration 7Q: 3 clusters Score -7033344 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -7034825.500000 Penalty: 5230.789062
	Iteration 8F: 3 clusters Score -7034826 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -7037036.500000 Penalty: 5230.789062
	Iteration 9F: 3 clusters Score -7037036 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7039644.500000 Penalty: 5230.789062
	Iteration 10F: 3 clusters Score -7039644 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7041865.500000 Penalty: 5230.789062
	Iteration 11F: 3 clusters Score -7041866 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -7043171.500000 Penalty: 5230.789062
	Iteration 12Q: 3 clusters Score -7043172 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7043801.000000 Penalty: 5230.789062
	Iteration 13Q: 3 clusters Score -7043801 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -7044061.000000 Penalty: 5230.789062
	Iteration 14Q: 3 clusters Score -7044061 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -7044201.500000 Penalty: 5230.789062
	Iteration 15Q: 3 clusters Score -7044202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7044261.500000 Penalty: 5230.789062
	Iteration 16Q: 3 clusters Score -7044262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7044309.000000 Penalty: 5230.789062
	Iteration 17Q: 3 clusters Score -7044309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7044332.500000 Penalty: 5230.789062
	Iteration 18Q: 3 clusters Score -7044332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7044350.500000 Penalty: 5230.789062
	Iteration 19Q: 3 clusters Score -7044350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7044354.500000 Penalty: 5230.789062
	Iteration 20F: 3 clusters Score -7044354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7044354.500000 Penalty: 5230.789062
	Iteration 21Q: 3 clusters Score -7044354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7044354.500000 Penalty: 5230.789062
	Iteration 22Q: 3 clusters Score -7044354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7044354.500000 Penalty: 5230.789062
	Iteration 23F: 3 clusters Score -7044354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -112596.734375 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -112596.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110887.859375 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -110887.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -111366.796875 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -111366.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -111582.625000 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -111582.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -111730.062500 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -111730.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -111802.429688 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -111802.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111838.148438 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -111838.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -111871.671875 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -111871.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111893.117188 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -111893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111895.437500 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -111895.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -111895.437500 Penalty: 3305.546875
	Iteration 9F: 3 clusters Score -111895.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Entering Unmasked Estep 
Score: -188952.953125 Penalty: 1729.670776
	Iteration 0F: 2 clusters Score -188953 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 514 members 
Entering Unmasked Estep 
Score: -186974.046875 Penalty: 3459.341553
	Iteration 0F: 3 clusters Score -186974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -187410.531250 Penalty: 3459.341553
	Iteration 1F: 3 clusters Score -187410.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -187672.750000 Penalty: 3459.341553
	Iteration 2F: 3 clusters Score -187672.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187842.343750 Penalty: 3459.341553
	Iteration 3F: 3 clusters Score -187842.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -187976.515625 Penalty: 3459.341553
	Iteration 4F: 3 clusters Score -187976.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -188118.843750 Penalty: 3459.341553
	Iteration 5F: 3 clusters Score -188118.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -188213.125000 Penalty: 3459.341553
	Iteration 6Q: 3 clusters Score -188213.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188305.000000 Penalty: 3459.341553
	Iteration 7Q: 3 clusters Score -188305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -188444.156250 Penalty: 3459.341553
	Iteration 8Q: 3 clusters Score -188444.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188658.515625 Penalty: 3459.341553
	Iteration 9Q: 3 clusters Score -188658.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -188845.062500 Penalty: 3459.341553
	Iteration 10Q: 3 clusters Score -188845.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -188962.328125 Penalty: 3459.341553
	Iteration 11Q: 3 clusters Score -188962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -189076.000000 Penalty: 3459.341553
	Iteration 12Q: 3 clusters Score -189076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -189128.203125 Penalty: 3459.341553
	Iteration 13Q: 3 clusters Score -189128.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -189141.593750 Penalty: 3459.341553
	Iteration 14Q: 3 clusters Score -189141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189149.375000 Penalty: 3459.341553
	Iteration 15Q: 3 clusters Score -189149.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -189151.718750 Penalty: 3459.341553
	Iteration 16F: 3 clusters Score -189151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -189156.687500 Penalty: 3459.341553
	Iteration 17Q: 3 clusters Score -189156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -189160.000000 Penalty: 3459.341553
	Iteration 18Q: 3 clusters Score -189160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -189163.062500 Penalty: 3459.341553
	Iteration 19Q: 3 clusters Score -189163.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189168.562500 Penalty: 3459.341553
	Iteration 20F: 3 clusters Score -189168.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 48871 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 437 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26304 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47074 members 
Mstep: Class 31 contains 50958 members 
Mstep: Class 32 contains 632 members 
Entering Unmasked Estep 
Score: -137158944.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137160448.000000 to -137158944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Entering Unmasked Estep 
Score: -88872.328125 Penalty: 1634.394653
	Iteration 0F: 2 clusters Score -88872.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -87315.953125 Penalty: 3268.789307
	Iteration 0F: 3 clusters Score -87315.95 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87931.281250 Penalty: 3268.789307
	Iteration 1F: 3 clusters Score -87931.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88274.468750 Penalty: 3268.789307
	Iteration 2F: 3 clusters Score -88274.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88438.031250 Penalty: 3268.789307
	Iteration 3F: 3 clusters Score -88438.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88493.578125 Penalty: 3268.789307
	Iteration 4Q: 3 clusters Score -88493.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88516.945312 Penalty: 3268.789307
	Iteration 5Q: 3 clusters Score -88516.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88547.203125 Penalty: 3268.789307
	Iteration 6Q: 3 clusters Score -88547.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88561.898438 Penalty: 3268.789307
	Iteration 7Q: 3 clusters Score -88561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88568.046875 Penalty: 3268.789307
	Iteration 8Q: 3 clusters Score -88568.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88588.312500 Penalty: 3268.789307
	Iteration 9Q: 3 clusters Score -88588.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88599.703125 Penalty: 3268.789307
	Iteration 10Q: 3 clusters Score -88599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -88603.210938 Penalty: 3268.789307
	Iteration 11Q: 3 clusters Score -88603.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88606.007812 Penalty: 3268.789307
	Iteration 12Q: 3 clusters Score -88606.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88606.789062 Penalty: 3268.789307
	Iteration 13Q: 3 clusters Score -88606.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88614.976562 Penalty: 3268.789307
	Iteration 14Q: 3 clusters Score -88614.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88616.570312 Penalty: 3268.789307
	Iteration 15Q: 3 clusters Score -88616.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -88620.843750 Penalty: 3268.789307
	Iteration 16Q: 3 clusters Score -88620.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -88623.734375 Penalty: 3268.789307
	Iteration 17Q: 3 clusters Score -88623.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88626.476562 Penalty: 3268.789307
	Iteration 18Q: 3 clusters Score -88626.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88626.476562 Penalty: 3268.789307
	Iteration 19F: 3 clusters Score -88626.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Entering Unmasked Estep 
Score: -4017521.250000 Penalty: 2473.850586
	Iteration 0F: 2 clusters Score -4017521 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 10806 members 
Entering Unmasked Estep 
Score: -4002578.500000 Penalty: 4947.701172
	Iteration 0F: 3 clusters Score -4002578 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -4007429.250000 Penalty: 4947.701172
	Iteration 1F: 3 clusters Score -4007429 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -4007824.250000 Penalty: 4947.701172
	Iteration 2F: 3 clusters Score -4007824 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4008143.500000 Penalty: 4947.701172
	Iteration 3Q: 3 clusters Score -4008144 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4008443.500000 Penalty: 4947.701172
	Iteration 4Q: 3 clusters Score -4008444 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4008751.250000 Penalty: 4947.701172
	Iteration 5Q: 3 clusters Score -4008751 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4009102.250000 Penalty: 4947.701172
	Iteration 6Q: 3 clusters Score -4009102 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -4009575.000000 Penalty: 4947.701172
	Iteration 7Q: 3 clusters Score -4009575 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4010173.250000 Penalty: 4947.701172
	Iteration 8F: 3 clusters Score -4010173 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -4010971.000000 Penalty: 4947.701172
	Iteration 9F: 3 clusters Score -4010971 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -4011911.750000 Penalty: 4947.701172
	Iteration 10F: 3 clusters Score -4011912 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4012901.750000 Penalty: 4947.701172
	Iteration 11F: 3 clusters Score -4012902 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -4013764.500000 Penalty: 4947.701172
	Iteration 12Q: 3 clusters Score -4013764 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4014412.250000 Penalty: 4947.701172
	Iteration 13Q: 3 clusters Score -4014412 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -4014798.000000 Penalty: 4947.701172
	Iteration 14Q: 3 clusters Score -4014798 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4015049.250000 Penalty: 4947.701172
	Iteration 15Q: 3 clusters Score -4015049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -4015166.000000 Penalty: 4947.701172
	Iteration 16Q: 3 clusters Score -4015166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4015264.000000 Penalty: 4947.701172
	Iteration 17Q: 3 clusters Score -4015264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -4015341.250000 Penalty: 4947.701172
	Iteration 18Q: 3 clusters Score -4015341 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4015381.000000 Penalty: 4947.701172
	Iteration 19Q: 3 clusters Score -4015381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -4015410.500000 Penalty: 4947.701172
	Iteration 20F: 3 clusters Score -4015410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4015443.000000 Penalty: 4947.701172
	Iteration 21Q: 3 clusters Score -4015443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -4015453.000000 Penalty: 4947.701172
	Iteration 22Q: 3 clusters Score -4015453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4015454.750000 Penalty: 4947.701172
	Iteration 23Q: 3 clusters Score -4015455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -4015459.500000 Penalty: 4947.701172
	Iteration 24Q: 3 clusters Score -4015460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4015461.500000 Penalty: 4947.701172
	Iteration 25Q: 3 clusters Score -4015462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -4015465.750000 Penalty: 4947.701172
	Iteration 26Q: 3 clusters Score -4015466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4015471.750000 Penalty: 4947.701172
	Iteration 27Q: 3 clusters Score -4015472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -4015471.750000 Penalty: 4947.701172
	Iteration 28F: 3 clusters Score -4015472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Entering Unmasked Estep 
Score: -163417.328125 Penalty: 1718.762695
	Iteration 0F: 2 clusters Score -163417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161485.312500 Penalty: 3437.525391
	Iteration 0F: 3 clusters Score -161485.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -161865.671875 Penalty: 3437.525391
	Iteration 1F: 3 clusters Score -161865.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -162012.750000 Penalty: 3437.525391
	Iteration 2F: 3 clusters Score -162012.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162095.812500 Penalty: 3437.525391
	Iteration 3Q: 3 clusters Score -162095.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162163.187500 Penalty: 3437.525391
	Iteration 4Q: 3 clusters Score -162163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162190.484375 Penalty: 3437.525391
	Iteration 5Q: 3 clusters Score -162190.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -162216.062500 Penalty: 3437.525391
	Iteration 6Q: 3 clusters Score -162216.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -162234.390625 Penalty: 3437.525391
	Iteration 7Q: 3 clusters Score -162234.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -162257.687500 Penalty: 3437.525391
	Iteration 8Q: 3 clusters Score -162257.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -162279.421875 Penalty: 3437.525391
	Iteration 9Q: 3 clusters Score -162279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162292.437500 Penalty: 3437.525391
	Iteration 10Q: 3 clusters Score -162292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162321.312500 Penalty: 3437.525391
	Iteration 11Q: 3 clusters Score -162321.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -162401.703125 Penalty: 3437.525391
	Iteration 12Q: 3 clusters Score -162401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -162484.453125 Penalty: 3437.525391
	Iteration 13Q: 3 clusters Score -162484.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162577.921875 Penalty: 3437.525391
	Iteration 14Q: 3 clusters Score -162577.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -162662.359375 Penalty: 3437.525391
	Iteration 15Q: 3 clusters Score -162662.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -162706.156250 Penalty: 3437.525391
	Iteration 16Q: 3 clusters Score -162706.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -162752.781250 Penalty: 3437.525391
	Iteration 17Q: 3 clusters Score -162752.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -162795.656250 Penalty: 3437.525391
	Iteration 18Q: 3 clusters Score -162795.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -162838.234375 Penalty: 3437.525391
	Iteration 19Q: 3 clusters Score -162838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -162887.078125 Penalty: 3437.525391
	Iteration 20F: 3 clusters Score -162887.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -162919.671875 Penalty: 3437.525391
	Iteration 21Q: 3 clusters Score -162919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162950.875000 Penalty: 3437.525391
	Iteration 22Q: 3 clusters Score -162950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -162974.484375 Penalty: 3437.525391
	Iteration 23Q: 3 clusters Score -162974.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -163002.531250 Penalty: 3437.525391
	Iteration 24Q: 3 clusters Score -163002.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -163017.312500 Penalty: 3437.525391
	Iteration 25Q: 3 clusters Score -163017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163024.937500 Penalty: 3437.525391
	Iteration 26Q: 3 clusters Score -163024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163039.625000 Penalty: 3437.525391
	Iteration 27Q: 3 clusters Score -163039.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163057.546875 Penalty: 3437.525391
	Iteration 28Q: 3 clusters Score -163057.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163102.609375 Penalty: 3437.525391
	Iteration 29Q: 3 clusters Score -163102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163138.546875 Penalty: 3437.525391
	Iteration 30Q: 3 clusters Score -163138.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -163160.125000 Penalty: 3437.525391
	Iteration 31Q: 3 clusters Score -163160.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -163190.187500 Penalty: 3437.525391
	Iteration 32Q: 3 clusters Score -163190.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -163238.906250 Penalty: 3437.525391
	Iteration 33Q: 3 clusters Score -163238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -163262.671875 Penalty: 3437.525391
	Iteration 34Q: 3 clusters Score -163262.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -163296.375000 Penalty: 3437.525391
	Iteration 35Q: 3 clusters Score -163296.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -163392.046875 Penalty: 3437.525391
	Iteration 36Q: 3 clusters Score -163392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -163470.203125 Penalty: 3437.525391
	Iteration 37Q: 3 clusters Score -163470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163503.093750 Penalty: 3437.525391
	Iteration 38Q: 3 clusters Score -163503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -163508.187500 Penalty: 3437.525391
	Iteration 39Q: 3 clusters Score -163508.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -163511.109375 Penalty: 3437.525391
	Iteration 40F: 3 clusters Score -163511.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163519.828125 Penalty: 3437.525391
	Iteration 41Q: 3 clusters Score -163519.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163524.109375 Penalty: 3437.525391
	Iteration 42Q: 3 clusters Score -163524.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -163525.796875 Penalty: 3437.525391
	Iteration 43Q: 3 clusters Score -163525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -163528.031250 Penalty: 3437.525391
	Iteration 44Q: 3 clusters Score -163528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163538.859375 Penalty: 3437.525391
	Iteration 45Q: 3 clusters Score -163538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -163538.859375 Penalty: 3437.525391
	Iteration 46F: 3 clusters Score -163538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 48871 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 324 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26304 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47074 members 
Mstep: Class 31 contains 50958 members 
Mstep: Class 32 contains 699 members 
Entering Unmasked Estep 
Score: -137158896.000000 Penalty: 107320.632812
Splitting cluster 9 changes total score from -137160448.000000 to -137158896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Entering Unmasked Estep 
Score: -8780886.000000 Penalty: 2667.172363
	Iteration 0F: 2 clusters Score -8780886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -8750749.000000 Penalty: 5334.344727
	Iteration 0F: 3 clusters Score -8750749 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8762690.000000 Penalty: 5334.344727
	Iteration 1F: 3 clusters Score -8762690 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -8763373.000000 Penalty: 5334.344727
	Iteration 2Q: 3 clusters Score -8763373 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8764125.000000 Penalty: 5334.344727
	Iteration 3Q: 3 clusters Score -8764125 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -8765040.000000 Penalty: 5334.344727
	Iteration 4Q: 3 clusters Score -8765040 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -8766298.000000 Penalty: 5334.344727
	Iteration 5F: 3 clusters Score -8766298 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -8768091.000000 Penalty: 5334.344727
	Iteration 6F: 3 clusters Score -8768091 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -8770474.000000 Penalty: 5334.344727
	Iteration 7F: 3 clusters Score -8770474 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8772961.000000 Penalty: 5334.344727
	Iteration 8F: 3 clusters Score -8772961 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8774759.000000 Penalty: 5334.344727
	Iteration 9F: 3 clusters Score -8774759 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -8775727.000000 Penalty: 5334.344727
	Iteration 10Q: 3 clusters Score -8775727 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8776256.000000 Penalty: 5334.344727
	Iteration 11Q: 3 clusters Score -8776256 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -8776651.000000 Penalty: 5334.344727
	Iteration 12Q: 3 clusters Score -8776651 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -8777081.000000 Penalty: 5334.344727
	Iteration 13Q: 3 clusters Score -8777081 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -8777377.000000 Penalty: 5334.344727
	Iteration 14Q: 3 clusters Score -8777377 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8777641.000000 Penalty: 5334.344727
	Iteration 15Q: 3 clusters Score -8777641 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -8777775.000000 Penalty: 5334.344727
	Iteration 16Q: 3 clusters Score -8777775 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -8777928.000000 Penalty: 5334.344727
	Iteration 17Q: 3 clusters Score -8777928 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -8778004.000000 Penalty: 5334.344727
	Iteration 18Q: 3 clusters Score -8778004 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -8778112.000000 Penalty: 5334.344727
	Iteration 19Q: 3 clusters Score -8778112 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -8778153.000000 Penalty: 5334.344727
	Iteration 20F: 3 clusters Score -8778153 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -8778187.000000 Penalty: 5334.344727
	Iteration 21Q: 3 clusters Score -8778187 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -8778205.000000 Penalty: 5334.344727
	Iteration 22Q: 3 clusters Score -8778205 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -8778235.000000 Penalty: 5334.344727
	Iteration 23Q: 3 clusters Score -8778235 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -8778267.000000 Penalty: 5334.344727
	Iteration 24Q: 3 clusters Score -8778267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8778285.000000 Penalty: 5334.344727
	Iteration 25Q: 3 clusters Score -8778285 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -8778292.000000 Penalty: 5334.344727
	Iteration 26Q: 3 clusters Score -8778292 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -8778294.000000 Penalty: 5334.344727
	Iteration 27Q: 3 clusters Score -8778294 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -8778341.000000 Penalty: 5334.344727
	Iteration 28Q: 3 clusters Score -8778341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
Score: -8778340.000000 Penalty: 5334.344727
	Iteration 29Q: 3 clusters Score -8778340 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8778354.000000 Penalty: 5334.344727
	Iteration 30Q: 3 clusters Score -8778354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8778360.000000 Penalty: 5334.344727
	Iteration 31Q: 3 clusters Score -8778360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8778379.000000 Penalty: 5334.344727
	Iteration 32Q: 3 clusters Score -8778379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -8778392.000000 Penalty: 5334.344727
	Iteration 33Q: 3 clusters Score -8778392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8778393.000000 Penalty: 5334.344727
	Iteration 34Q: 3 clusters Score -8778393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -8778386.000000 Penalty: 5334.344727
	Iteration 35Q: 3 clusters Score -8778386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8778386.000000 Penalty: 5334.344727
	Iteration 36Q: 3 clusters Score -8778386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -8778378.000000 Penalty: 5334.344727
	Iteration 37Q: 3 clusters Score -8778378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -8778381.000000 Penalty: 5334.344727
	Iteration 38Q: 3 clusters Score -8778381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -8778390.000000 Penalty: 5334.344727
	Iteration 39Q: 3 clusters Score -8778390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -8778400.000000 Penalty: 5334.344727
	Iteration 40F: 3 clusters Score -8778400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -8778398.000000 Penalty: 5334.344727
	Iteration 41Q: 3 clusters Score -8778398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -8778397.000000 Penalty: 5334.344727
	Iteration 42Q: 3 clusters Score -8778397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -8778404.000000 Penalty: 5334.344727
	Iteration 43Q: 3 clusters Score -8778404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -8778417.000000 Penalty: 5334.344727
	Iteration 44Q: 3 clusters Score -8778417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -8778414.000000 Penalty: 5334.344727
	Iteration 45Q: 3 clusters Score -8778414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -8778416.000000 Penalty: 5334.344727
	Iteration 46Q: 3 clusters Score -8778416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -8778420.000000 Penalty: 5334.344727
	Iteration 47Q: 3 clusters Score -8778420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -8778424.000000 Penalty: 5334.344727
	Iteration 48Q: 3 clusters Score -8778424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8778424.000000 Penalty: 5334.344727
	Iteration 49Q: 3 clusters Score -8778424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8778428.000000 Penalty: 5334.344727
	Iteration 50Q: 3 clusters Score -8778428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8778421.000000 Penalty: 5334.344727
	Iteration 51Q: 3 clusters Score -8778421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8778415.000000 Penalty: 5334.344727
	Iteration 52Q: 3 clusters Score -8778415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8778421.000000 Penalty: 5334.344727
	Iteration 53Q: 3 clusters Score -8778421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -8778427.000000 Penalty: 5334.344727
	Iteration 54Q: 3 clusters Score -8778427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8778424.000000 Penalty: 5334.344727
	Iteration 55Q: 3 clusters Score -8778424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -8778427.000000 Penalty: 5334.344727
	Iteration 56Q: 3 clusters Score -8778427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -8778419.000000 Penalty: 5334.344727
	Iteration 57Q: 3 clusters Score -8778419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -8778427.000000 Penalty: 5334.344727
	Iteration 58Q: 3 clusters Score -8778427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -8778422.000000 Penalty: 5334.344727
	Iteration 59Q: 3 clusters Score -8778422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -8778423.000000 Penalty: 5334.344727
	Iteration 60F: 3 clusters Score -8778423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8778428.000000 Penalty: 5334.344727
	Iteration 61Q: 3 clusters Score -8778428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8778428.000000 Penalty: 5334.344727
	Iteration 62F: 3 clusters Score -8778428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -200565.796875 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -200565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198489.078125 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -198489.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -198770.625000 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -198770.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -198869.296875 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -198869.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -198912.453125 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -198912.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -198945.046875 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -198945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -198963.140625 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -198963.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -198980.359375 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -198980.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198992.031250 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -198992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198998.656250 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -198998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -199000.750000 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -199000.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -199002.375000 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -199002.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -199004.250000 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -199004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -199007.968750 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -199008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -199011.671875 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -199011.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199014.375000 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -199014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199015.046875 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -199015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -199015.046875 Penalty: 3505.813232
	Iteration 16F: 3 clusters Score -199015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55295 members 
Entering Unmasked Estep 
Score: -10377271.000000 Penalty: 2708.268555
	Iteration 0F: 2 clusters Score -1.037727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -10346316.000000 Penalty: 5416.537109
	Iteration 0F: 3 clusters Score -1.034632e+07 nChanged 25544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -10360522.000000 Penalty: 5416.537109
	Iteration 1F: 3 clusters Score -1.036052e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -10361082.000000 Penalty: 5416.537109
	Iteration 2Q: 3 clusters Score -1.036108e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -10361571.000000 Penalty: 5416.537109
	Iteration 3Q: 3 clusters Score -1.036157e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -10362131.000000 Penalty: 5416.537109
	Iteration 4Q: 3 clusters Score -1.036213e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -10362754.000000 Penalty: 5416.537109
	Iteration 5Q: 3 clusters Score -1.036275e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -10363565.000000 Penalty: 5416.537109
	Iteration 6Q: 3 clusters Score -1.036356e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -10364572.000000 Penalty: 5416.537109
	Iteration 7Q: 3 clusters Score -1.036457e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -10365964.000000 Penalty: 5416.537109
	Iteration 8F: 3 clusters Score -1.036596e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -10367838.000000 Penalty: 5416.537109
	Iteration 9F: 3 clusters Score -1.036784e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -10369497.000000 Penalty: 5416.537109
	Iteration 10F: 3 clusters Score -1.03695e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -10370846.000000 Penalty: 5416.537109
	Iteration 11F: 3 clusters Score -1.037085e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -10372152.000000 Penalty: 5416.537109
	Iteration 12Q: 3 clusters Score -1.037215e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -10373242.000000 Penalty: 5416.537109
	Iteration 13Q: 3 clusters Score -1.037324e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -10373808.000000 Penalty: 5416.537109
	Iteration 14Q: 3 clusters Score -1.037381e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10374135.000000 Penalty: 5416.537109
	Iteration 15Q: 3 clusters Score -1.037414e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51907 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -10374383.000000 Penalty: 5416.537109
	Iteration 16Q: 3 clusters Score -1.037438e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -10374515.000000 Penalty: 5416.537109
	Iteration 17Q: 3 clusters Score -1.037452e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10374633.000000 Penalty: 5416.537109
	Iteration 18Q: 3 clusters Score -1.037463e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52921 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -10374709.000000 Penalty: 5416.537109
	Iteration 19Q: 3 clusters Score -1.037471e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -10374793.000000 Penalty: 5416.537109
	Iteration 20F: 3 clusters Score -1.037479e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53308 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -10374834.000000 Penalty: 5416.537109
	Iteration 21Q: 3 clusters Score -1.037483e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53461 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10374861.000000 Penalty: 5416.537109
	Iteration 22Q: 3 clusters Score -1.037486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53581 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -10374981.000000 Penalty: 5416.537109
	Iteration 23Q: 3 clusters Score -1.037498e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10374980.000000 Penalty: 5416.537109
	Iteration 24Q: 3 clusters Score -1.037498e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10375001.000000 Penalty: 5416.537109
	Iteration 25Q: 3 clusters Score -1.0375e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53843 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -10375047.000000 Penalty: 5416.537109
	Iteration 26Q: 3 clusters Score -1.037505e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -10375063.000000 Penalty: 5416.537109
	Iteration 27Q: 3 clusters Score -1.037506e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10375093.000000 Penalty: 5416.537109
	Iteration 28Q: 3 clusters Score -1.037509e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10375114.000000 Penalty: 5416.537109
	Iteration 29Q: 3 clusters Score -1.037511e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54096 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10375122.000000 Penalty: 5416.537109
	Iteration 30Q: 3 clusters Score -1.037512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -10375147.000000 Penalty: 5416.537109
	Iteration 31Q: 3 clusters Score -1.037515e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54165 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -10375171.000000 Penalty: 5416.537109
	Iteration 32Q: 3 clusters Score -1.037517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54201 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10375165.000000 Penalty: 5416.537109
	Iteration 33Q: 3 clusters Score -1.037516e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -10375207.000000 Penalty: 5416.537109
	Iteration 34Q: 3 clusters Score -1.037521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10375197.000000 Penalty: 5416.537109
	Iteration 35Q: 3 clusters Score -1.03752e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10375214.000000 Penalty: 5416.537109
	Iteration 36Q: 3 clusters Score -1.037521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54300 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -10375210.000000 Penalty: 5416.537109
	Iteration 37Q: 3 clusters Score -1.037521e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -10375219.000000 Penalty: 5416.537109
	Iteration 38Q: 3 clusters Score -1.037522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -10375235.000000 Penalty: 5416.537109
	Iteration 39Q: 3 clusters Score -1.037524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54338 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10375247.000000 Penalty: 5416.537109
	Iteration 40F: 3 clusters Score -1.037525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54348 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -10375248.000000 Penalty: 5416.537109
	Iteration 41Q: 3 clusters Score -1.037525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -10375238.000000 Penalty: 5416.537109
	Iteration 42Q: 3 clusters Score -1.037524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54357 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10375239.000000 Penalty: 5416.537109
	Iteration 43Q: 3 clusters Score -1.037524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10375248.000000 Penalty: 5416.537109
	Iteration 44Q: 3 clusters Score -1.037525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -10375249.000000 Penalty: 5416.537109
	Iteration 45Q: 3 clusters Score -1.037525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -10375249.000000 Penalty: 5416.537109
	Iteration 46Q: 3 clusters Score -1.037525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10375249.000000 Penalty: 5416.537109
	Iteration 47Q: 3 clusters Score -1.037525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10375249.000000 Penalty: 5416.537109
	Iteration 48Q: 3 clusters Score -1.037525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -10375249.000000 Penalty: 5416.537109
	Iteration 49Q: 3 clusters Score -1.037525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54366 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10375254.000000 Penalty: 5416.537109
	Iteration 50Q: 3 clusters Score -1.037525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -10375262.000000 Penalty: 5416.537109
	Iteration 51Q: 3 clusters Score -1.037526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10375267.000000 Penalty: 5416.537109
	Iteration 52Q: 3 clusters Score -1.037527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10375266.000000 Penalty: 5416.537109
	Iteration 53Q: 3 clusters Score -1.037527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -10375273.000000 Penalty: 5416.537109
	Iteration 54Q: 3 clusters Score -1.037527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -10375272.000000 Penalty: 5416.537109
	Iteration 55Q: 3 clusters Score -1.037527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10375276.000000 Penalty: 5416.537109
	Iteration 56Q: 3 clusters Score -1.037528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10375277.000000 Penalty: 5416.537109
	Iteration 57Q: 3 clusters Score -1.037528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10375291.000000 Penalty: 5416.537109
	Iteration 58Q: 3 clusters Score -1.037529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10375297.000000 Penalty: 5416.537109
	Iteration 59Q: 3 clusters Score -1.03753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10375287.000000 Penalty: 5416.537109
	Iteration 60F: 3 clusters Score -1.037529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -10375295.000000 Penalty: 5416.537109
	Iteration 61Q: 3 clusters Score -1.03753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10375305.000000 Penalty: 5416.537109
	Iteration 62Q: 3 clusters Score -1.03753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10375298.000000 Penalty: 5416.537109
	Iteration 63Q: 3 clusters Score -1.03753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10375308.000000 Penalty: 5416.537109
	Iteration 64Q: 3 clusters Score -1.037531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -10375299.000000 Penalty: 5416.537109
	Iteration 65Q: 3 clusters Score -1.03753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54418 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10375307.000000 Penalty: 5416.537109
	Iteration 66Q: 3 clusters Score -1.037531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10375310.000000 Penalty: 5416.537109
	Iteration 67Q: 3 clusters Score -1.037531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10375307.000000 Penalty: 5416.537109
	Iteration 68Q: 3 clusters Score -1.037531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10375298.000000 Penalty: 5416.537109
	Iteration 69Q: 3 clusters Score -1.03753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -10375300.000000 Penalty: 5416.537109
	Iteration 70Q: 3 clusters Score -1.03753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10375306.000000 Penalty: 5416.537109
	Iteration 71Q: 3 clusters Score -1.037531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10375302.000000 Penalty: 5416.537109
	Iteration 72Q: 3 clusters Score -1.03753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10375302.000000 Penalty: 5416.537109
	Iteration 73Q: 3 clusters Score -1.03753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10375302.000000 Penalty: 5416.537109
	Iteration 74F: 3 clusters Score -1.03753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Entering Unmasked Estep 
Score: -1174537.000000 Penalty: 2171.930420
	Iteration 0F: 2 clusters Score -1174537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1169215.875000 Penalty: 4343.860840
	Iteration 0F: 3 clusters Score -1169216 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1170552.250000 Penalty: 4343.860840
	Iteration 1F: 3 clusters Score -1170552 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1170732.875000 Penalty: 4343.860840
	Iteration 2F: 3 clusters Score -1170733 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1170835.875000 Penalty: 4343.860840
	Iteration 3Q: 3 clusters Score -1170836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1170921.500000 Penalty: 4343.860840
	Iteration 4Q: 3 clusters Score -1170922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1170974.875000 Penalty: 4343.860840
	Iteration 5Q: 3 clusters Score -1170975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1171023.500000 Penalty: 4343.860840
	Iteration 6Q: 3 clusters Score -1171024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1171064.750000 Penalty: 4343.860840
	Iteration 7Q: 3 clusters Score -1171065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1171092.750000 Penalty: 4343.860840
	Iteration 8Q: 3 clusters Score -1171093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1171119.375000 Penalty: 4343.860840
	Iteration 9Q: 3 clusters Score -1171119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1171147.250000 Penalty: 4343.860840
	Iteration 10Q: 3 clusters Score -1171147 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1171163.375000 Penalty: 4343.860840
	Iteration 11Q: 3 clusters Score -1171163 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1171174.500000 Penalty: 4343.860840
	Iteration 12Q: 3 clusters Score -1171174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1171195.000000 Penalty: 4343.860840
	Iteration 13Q: 3 clusters Score -1171195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1171211.875000 Penalty: 4343.860840
	Iteration 14Q: 3 clusters Score -1171212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1171231.500000 Penalty: 4343.860840
	Iteration 15Q: 3 clusters Score -1171232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1171255.750000 Penalty: 4343.860840
	Iteration 16Q: 3 clusters Score -1171256 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1171282.500000 Penalty: 4343.860840
	Iteration 17Q: 3 clusters Score -1171282 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1171307.875000 Penalty: 4343.860840
	Iteration 18Q: 3 clusters Score -1171308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1171341.000000 Penalty: 4343.860840
	Iteration 19Q: 3 clusters Score -1171341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1171377.000000 Penalty: 4343.860840
	Iteration 20F: 3 clusters Score -1171377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1171418.875000 Penalty: 4343.860840
	Iteration 21Q: 3 clusters Score -1171419 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1171458.375000 Penalty: 4343.860840
	Iteration 22Q: 3 clusters Score -1171458 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1171512.750000 Penalty: 4343.860840
	Iteration 23Q: 3 clusters Score -1171513 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1171575.625000 Penalty: 4343.860840
	Iteration 24Q: 3 clusters Score -1171576 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1171636.500000 Penalty: 4343.860840
	Iteration 25Q: 3 clusters Score -1171636 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1171715.875000 Penalty: 4343.860840
	Iteration 26Q: 3 clusters Score -1171716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1171790.625000 Penalty: 4343.860840
	Iteration 27Q: 3 clusters Score -1171791 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1171860.250000 Penalty: 4343.860840
	Iteration 28Q: 3 clusters Score -1171860 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1171937.750000 Penalty: 4343.860840
	Iteration 29Q: 3 clusters Score -1171938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1172023.250000 Penalty: 4343.860840
	Iteration 30Q: 3 clusters Score -1172023 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1172096.125000 Penalty: 4343.860840
	Iteration 31Q: 3 clusters Score -1172096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1172174.250000 Penalty: 4343.860840
	Iteration 32Q: 3 clusters Score -1172174 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1172255.625000 Penalty: 4343.860840
	Iteration 33Q: 3 clusters Score -1172256 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1172314.250000 Penalty: 4343.860840
	Iteration 34Q: 3 clusters Score -1172314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1172368.875000 Penalty: 4343.860840
	Iteration 35Q: 3 clusters Score -1172369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1172403.125000 Penalty: 4343.860840
	Iteration 36Q: 3 clusters Score -1172403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1172438.000000 Penalty: 4343.860840
	Iteration 37Q: 3 clusters Score -1172438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1172466.500000 Penalty: 4343.860840
	Iteration 38Q: 3 clusters Score -1172466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1172494.625000 Penalty: 4343.860840
	Iteration 39Q: 3 clusters Score -1172495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1172515.125000 Penalty: 4343.860840
	Iteration 40F: 3 clusters Score -1172515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1172534.000000 Penalty: 4343.860840
	Iteration 41Q: 3 clusters Score -1172534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1172551.625000 Penalty: 4343.860840
	Iteration 42Q: 3 clusters Score -1172552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1172559.625000 Penalty: 4343.860840
	Iteration 43Q: 3 clusters Score -1172560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1172561.500000 Penalty: 4343.860840
	Iteration 44Q: 3 clusters Score -1172562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1172566.125000 Penalty: 4343.860840
	Iteration 45Q: 3 clusters Score -1172566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1172569.375000 Penalty: 4343.860840
	Iteration 46Q: 3 clusters Score -1172569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1172570.875000 Penalty: 4343.860840
	Iteration 47Q: 3 clusters Score -1172571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1172570.875000 Penalty: 4343.860840
	Iteration 48F: 3 clusters Score -1172571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Entering Unmasked Estep 
Score: -9377735.000000 Penalty: 2683.389160
	Iteration 0F: 2 clusters Score -9377735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -9346480.000000 Penalty: 5366.778320
	Iteration 0F: 3 clusters Score -9346480 nChanged 23059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -9359278.000000 Penalty: 5366.778320
	Iteration 1F: 3 clusters Score -9359278 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -9359787.000000 Penalty: 5366.778320
	Iteration 2Q: 3 clusters Score -9359787 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -9360353.000000 Penalty: 5366.778320
	Iteration 3Q: 3 clusters Score -9360353 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9360899.000000 Penalty: 5366.778320
	Iteration 4Q: 3 clusters Score -9360899 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -9361694.000000 Penalty: 5366.778320
	Iteration 5Q: 3 clusters Score -9361694 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -9362742.000000 Penalty: 5366.778320
	Iteration 6Q: 3 clusters Score -9362742 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -9364032.000000 Penalty: 5366.778320
	Iteration 7F: 3 clusters Score -9364032 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -9365961.000000 Penalty: 5366.778320
	Iteration 8F: 3 clusters Score -9365961 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -9368638.000000 Penalty: 5366.778320
	Iteration 9F: 3 clusters Score -9368638 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -9371298.000000 Penalty: 5366.778320
	Iteration 10F: 3 clusters Score -9371298 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -9373512.000000 Penalty: 5366.778320
	Iteration 11F: 3 clusters Score -9373512 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -9374702.000000 Penalty: 5366.778320
	Iteration 12Q: 3 clusters Score -9374702 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -9375188.000000 Penalty: 5366.778320
	Iteration 13Q: 3 clusters Score -9375188 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9375353.000000 Penalty: 5366.778320
	Iteration 14Q: 3 clusters Score -9375353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -9375443.000000 Penalty: 5366.778320
	Iteration 15Q: 3 clusters Score -9375443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -9375482.000000 Penalty: 5366.778320
	Iteration 16Q: 3 clusters Score -9375482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -9375485.000000 Penalty: 5366.778320
	Iteration 17Q: 3 clusters Score -9375485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -9375496.000000 Penalty: 5366.778320
	Iteration 18Q: 3 clusters Score -9375496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -9375490.000000 Penalty: 5366.778320
	Iteration 19Q: 3 clusters Score -9375490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 49786 members 
Entering Unmasked Estep 
Score: -9375492.000000 Penalty: 5366.778320
	Iteration 20F: 3 clusters Score -9375492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -9375490.000000 Penalty: 5366.778320
	Iteration 21Q: 3 clusters Score -9375490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9375495.000000 Penalty: 5366.778320
	Iteration 22Q: 3 clusters Score -9375495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 49784 members 
Entering Unmasked Estep 
Score: -9375495.000000 Penalty: 5366.778320
	Iteration 23F: 3 clusters Score -9375495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Entering Unmasked Estep 
Score: -5362459.500000 Penalty: 2546.909424
	Iteration 0F: 2 clusters Score -5362460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -5342639.000000 Penalty: 5093.818848
	Iteration 0F: 3 clusters Score -5342639 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5349890.500000 Penalty: 5093.818848
	Iteration 1F: 3 clusters Score -5349890 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5350481.000000 Penalty: 5093.818848
	Iteration 2F: 3 clusters Score -5350481 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -5351070.000000 Penalty: 5093.818848
	Iteration 3Q: 3 clusters Score -5351070 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -5351689.000000 Penalty: 5093.818848
	Iteration 4Q: 3 clusters Score -5351689 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -5352350.000000 Penalty: 5093.818848
	Iteration 5Q: 3 clusters Score -5352350 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5353055.500000 Penalty: 5093.818848
	Iteration 6Q: 3 clusters Score -5353056 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -5353766.500000 Penalty: 5093.818848
	Iteration 7Q: 3 clusters Score -5353766 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -5354463.500000 Penalty: 5093.818848
	Iteration 8Q: 3 clusters Score -5354464 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -5355119.500000 Penalty: 5093.818848
	Iteration 9Q: 3 clusters Score -5355120 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -5355740.500000 Penalty: 5093.818848
	Iteration 10Q: 3 clusters Score -5355740 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5356176.500000 Penalty: 5093.818848
	Iteration 11Q: 3 clusters Score -5356176 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -5356521.000000 Penalty: 5093.818848
	Iteration 12Q: 3 clusters Score -5356521 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -5356720.500000 Penalty: 5093.818848
	Iteration 13Q: 3 clusters Score -5356720 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -5356891.000000 Penalty: 5093.818848
	Iteration 14Q: 3 clusters Score -5356891 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -5356994.500000 Penalty: 5093.818848
	Iteration 15Q: 3 clusters Score -5356994 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -5357070.500000 Penalty: 5093.818848
	Iteration 16Q: 3 clusters Score -5357070 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5357166.500000 Penalty: 5093.818848
	Iteration 17Q: 3 clusters Score -5357166 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -5357232.500000 Penalty: 5093.818848
	Iteration 18Q: 3 clusters Score -5357232 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5357336.000000 Penalty: 5093.818848
	Iteration 19Q: 3 clusters Score -5357336 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -5357445.500000 Penalty: 5093.818848
	Iteration 20F: 3 clusters Score -5357446 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5357539.500000 Penalty: 5093.818848
	Iteration 21Q: 3 clusters Score -5357540 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5357693.500000 Penalty: 5093.818848
	Iteration 22Q: 3 clusters Score -5357694 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -5357850.500000 Penalty: 5093.818848
	Iteration 23Q: 3 clusters Score -5357850 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5358000.000000 Penalty: 5093.818848
	Iteration 24Q: 3 clusters Score -5358000 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -5358182.500000 Penalty: 5093.818848
	Iteration 25Q: 3 clusters Score -5358182 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -5358357.500000 Penalty: 5093.818848
	Iteration 26Q: 3 clusters Score -5358358 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -5358544.500000 Penalty: 5093.818848
	Iteration 27Q: 3 clusters Score -5358544 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -5358697.000000 Penalty: 5093.818848
	Iteration 28Q: 3 clusters Score -5358697 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5358810.500000 Penalty: 5093.818848
	Iteration 29Q: 3 clusters Score -5358810 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5358913.500000 Penalty: 5093.818848
	Iteration 30Q: 3 clusters Score -5358914 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -5359019.500000 Penalty: 5093.818848
	Iteration 31Q: 3 clusters Score -5359020 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -5359105.500000 Penalty: 5093.818848
	Iteration 32Q: 3 clusters Score -5359106 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -5359202.000000 Penalty: 5093.818848
	Iteration 33Q: 3 clusters Score -5359202 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5359286.000000 Penalty: 5093.818848
	Iteration 34Q: 3 clusters Score -5359286 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -5359348.000000 Penalty: 5093.818848
	Iteration 35Q: 3 clusters Score -5359348 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -5359433.500000 Penalty: 5093.818848
	Iteration 36Q: 3 clusters Score -5359434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -5359484.500000 Penalty: 5093.818848
	Iteration 37Q: 3 clusters Score -5359484 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -5359566.500000 Penalty: 5093.818848
	Iteration 38Q: 3 clusters Score -5359566 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -5359616.500000 Penalty: 5093.818848
	Iteration 39Q: 3 clusters Score -5359616 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5359670.500000 Penalty: 5093.818848
	Iteration 40F: 3 clusters Score -5359670 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5359703.500000 Penalty: 5093.818848
	Iteration 41Q: 3 clusters Score -5359704 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -5359756.000000 Penalty: 5093.818848
	Iteration 42Q: 3 clusters Score -5359756 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -5359765.500000 Penalty: 5093.818848
	Iteration 43Q: 3 clusters Score -5359766 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -5359797.500000 Penalty: 5093.818848
	Iteration 44Q: 3 clusters Score -5359798 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -5359826.000000 Penalty: 5093.818848
	Iteration 45Q: 3 clusters Score -5359826 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5359851.500000 Penalty: 5093.818848
	Iteration 46Q: 3 clusters Score -5359852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -5359866.000000 Penalty: 5093.818848
	Iteration 47Q: 3 clusters Score -5359866 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -5359900.500000 Penalty: 5093.818848
	Iteration 48Q: 3 clusters Score -5359900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -5359911.500000 Penalty: 5093.818848
	Iteration 49Q: 3 clusters Score -5359912 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5359946.500000 Penalty: 5093.818848
	Iteration 50Q: 3 clusters Score -5359946 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -5359960.500000 Penalty: 5093.818848
	Iteration 51Q: 3 clusters Score -5359960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -5359965.000000 Penalty: 5093.818848
	Iteration 52Q: 3 clusters Score -5359965 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -5359963.000000 Penalty: 5093.818848
	Iteration 53Q: 3 clusters Score -5359963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -5359987.000000 Penalty: 5093.818848
	Iteration 54Q: 3 clusters Score -5359987 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -5360005.500000 Penalty: 5093.818848
	Iteration 55Q: 3 clusters Score -5360006 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -5359998.500000 Penalty: 5093.818848
	Iteration 56Q: 3 clusters Score -5359998 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5359999.000000 Penalty: 5093.818848
	Iteration 57Q: 3 clusters Score -5359999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -5360009.000000 Penalty: 5093.818848
	Iteration 58Q: 3 clusters Score -5360009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -5360007.500000 Penalty: 5093.818848
	Iteration 59Q: 3 clusters Score -5360008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -5360009.500000 Penalty: 5093.818848
	Iteration 60F: 3 clusters Score -5360010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -5360012.500000 Penalty: 5093.818848
	Iteration 61Q: 3 clusters Score -5360012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -5360018.500000 Penalty: 5093.818848
	Iteration 62Q: 3 clusters Score -5360018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -5360025.000000 Penalty: 5093.818848
	Iteration 63Q: 3 clusters Score -5360025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -5360035.000000 Penalty: 5093.818848
	Iteration 64Q: 3 clusters Score -5360035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -5360033.500000 Penalty: 5093.818848
	Iteration 65Q: 3 clusters Score -5360034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5360029.000000 Penalty: 5093.818848
	Iteration 66Q: 3 clusters Score -5360029 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5360023.500000 Penalty: 5093.818848
	Iteration 67Q: 3 clusters Score -5360024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5360032.000000 Penalty: 5093.818848
	Iteration 68Q: 3 clusters Score -5360032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5360032.000000 Penalty: 5093.818848
	Iteration 69Q: 3 clusters Score -5360032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -5360041.500000 Penalty: 5093.818848
	Iteration 70Q: 3 clusters Score -5360042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -5360036.500000 Penalty: 5093.818848
	Iteration 71Q: 3 clusters Score -5360036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -5360053.500000 Penalty: 5093.818848
	Iteration 72Q: 3 clusters Score -5360054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -5360063.500000 Penalty: 5093.818848
	Iteration 73Q: 3 clusters Score -5360064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -5360069.500000 Penalty: 5093.818848
	Iteration 74Q: 3 clusters Score -5360070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -5360056.500000 Penalty: 5093.818848
	Iteration 75Q: 3 clusters Score -5360056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -5360051.000000 Penalty: 5093.818848
	Iteration 76Q: 3 clusters Score -5360051 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -5360050.500000 Penalty: 5093.818848
	Iteration 77Q: 3 clusters Score -5360050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -5360054.000000 Penalty: 5093.818848
	Iteration 78Q: 3 clusters Score -5360054 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5360050.500000 Penalty: 5093.818848
	Iteration 79Q: 3 clusters Score -5360050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5360059.500000 Penalty: 5093.818848
	Iteration 80F: 3 clusters Score -5360060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -5360072.500000 Penalty: 5093.818848
	Iteration 81Q: 3 clusters Score -5360072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -5360080.000000 Penalty: 5093.818848
	Iteration 82Q: 3 clusters Score -5360080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -5360088.500000 Penalty: 5093.818848
	Iteration 83Q: 3 clusters Score -5360088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -5360077.500000 Penalty: 5093.818848
	Iteration 84Q: 3 clusters Score -5360078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -5360079.500000 Penalty: 5093.818848
	Iteration 85Q: 3 clusters Score -5360080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5360075.500000 Penalty: 5093.818848
	Iteration 86Q: 3 clusters Score -5360076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -5360077.500000 Penalty: 5093.818848
	Iteration 87Q: 3 clusters Score -5360078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -5360071.500000 Penalty: 5093.818848
	Iteration 88Q: 3 clusters Score -5360072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5360066.500000 Penalty: 5093.818848
	Iteration 89Q: 3 clusters Score -5360066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -5360068.000000 Penalty: 5093.818848
	Iteration 90Q: 3 clusters Score -5360068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -5360069.500000 Penalty: 5093.818848
	Iteration 91Q: 3 clusters Score -5360070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -5360065.500000 Penalty: 5093.818848
	Iteration 92Q: 3 clusters Score -5360066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -5360068.000000 Penalty: 5093.818848
	Iteration 93Q: 3 clusters Score -5360068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -5360068.500000 Penalty: 5093.818848
	Iteration 94Q: 3 clusters Score -5360068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -5360070.000000 Penalty: 5093.818848
	Iteration 95Q: 3 clusters Score -5360070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -5360068.500000 Penalty: 5093.818848
	Iteration 96Q: 3 clusters Score -5360068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -5360070.500000 Penalty: 5093.818848
	Iteration 97Q: 3 clusters Score -5360070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -5360070.500000 Penalty: 5093.818848
	Iteration 98F: 3 clusters Score -5360070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -290520.406250 Penalty: 1836.412109
	Iteration 0F: 2 clusters Score -290520.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -288171.812500 Penalty: 3672.824219
	Iteration 0F: 3 clusters Score -288171.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -288743.625000 Penalty: 3672.824219
	Iteration 1F: 3 clusters Score -288743.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -288948.843750 Penalty: 3672.824219
	Iteration 2F: 3 clusters Score -288948.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -289102.437500 Penalty: 3672.824219
	Iteration 3F: 3 clusters Score -289102.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -289213.187500 Penalty: 3672.824219
	Iteration 4Q: 3 clusters Score -289213.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289289.687500 Penalty: 3672.824219
	Iteration 5Q: 3 clusters Score -289289.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -289343.250000 Penalty: 3672.824219
	Iteration 6Q: 3 clusters Score -289343.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -289385.843750 Penalty: 3672.824219
	Iteration 7Q: 3 clusters Score -289385.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -289425.875000 Penalty: 3672.824219
	Iteration 8Q: 3 clusters Score -289425.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -289458.375000 Penalty: 3672.824219
	Iteration 9Q: 3 clusters Score -289458.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -289477.875000 Penalty: 3672.824219
	Iteration 10Q: 3 clusters Score -289477.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -289500.750000 Penalty: 3672.824219
	Iteration 11Q: 3 clusters Score -289500.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -289530.906250 Penalty: 3672.824219
	Iteration 12Q: 3 clusters Score -289530.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -289548.437500 Penalty: 3672.824219
	Iteration 13Q: 3 clusters Score -289548.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -289557.343750 Penalty: 3672.824219
	Iteration 14Q: 3 clusters Score -289557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -289563.562500 Penalty: 3672.824219
	Iteration 15Q: 3 clusters Score -289563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -289574.500000 Penalty: 3672.824219
	Iteration 16Q: 3 clusters Score -289574.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -289585.437500 Penalty: 3672.824219
	Iteration 17Q: 3 clusters Score -289585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -289592.781250 Penalty: 3672.824219
	Iteration 18Q: 3 clusters Score -289592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -289599.125000 Penalty: 3672.824219
	Iteration 19Q: 3 clusters Score -289599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -289603.343750 Penalty: 3672.824219
	Iteration 20F: 3 clusters Score -289603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -289605.093750 Penalty: 3672.824219
	Iteration 21Q: 3 clusters Score -289605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -289606.000000 Penalty: 3672.824219
	Iteration 22Q: 3 clusters Score -289606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -289606.031250 Penalty: 3672.824219
	Iteration 23Q: 3 clusters Score -289606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -289607.875000 Penalty: 3672.824219
	Iteration 24Q: 3 clusters Score -289607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -289610.750000 Penalty: 3672.824219
	Iteration 25Q: 3 clusters Score -289610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -289610.906250 Penalty: 3672.824219
	Iteration 26Q: 3 clusters Score -289610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -289610.906250 Penalty: 3672.824219
	Iteration 27F: 3 clusters Score -289610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Entering Unmasked Estep 
Score: -4928635.000000 Penalty: 2524.013916
	Iteration 0F: 2 clusters Score -4928635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -4910278.500000 Penalty: 5048.027832
	Iteration 0F: 3 clusters Score -4910278 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4916727.500000 Penalty: 5048.027832
	Iteration 1F: 3 clusters Score -4916728 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4917175.500000 Penalty: 5048.027832
	Iteration 2Q: 3 clusters Score -4917176 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -4917555.500000 Penalty: 5048.027832
	Iteration 3Q: 3 clusters Score -4917556 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -4917978.000000 Penalty: 5048.027832
	Iteration 4Q: 3 clusters Score -4917978 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -4918431.000000 Penalty: 5048.027832
	Iteration 5Q: 3 clusters Score -4918431 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4919063.000000 Penalty: 5048.027832
	Iteration 6Q: 3 clusters Score -4919063 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4919977.000000 Penalty: 5048.027832
	Iteration 7F: 3 clusters Score -4919977 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -4921184.500000 Penalty: 5048.027832
	Iteration 8F: 3 clusters Score -4921184 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4922705.000000 Penalty: 5048.027832
	Iteration 9F: 3 clusters Score -4922705 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -4924157.500000 Penalty: 5048.027832
	Iteration 10F: 3 clusters Score -4924158 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -4925270.000000 Penalty: 5048.027832
	Iteration 11Q: 3 clusters Score -4925270 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4925798.000000 Penalty: 5048.027832
	Iteration 12Q: 3 clusters Score -4925798 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -4926063.500000 Penalty: 5048.027832
	Iteration 13Q: 3 clusters Score -4926064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4926227.500000 Penalty: 5048.027832
	Iteration 14Q: 3 clusters Score -4926228 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4926314.000000 Penalty: 5048.027832
	Iteration 15Q: 3 clusters Score -4926314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4926375.000000 Penalty: 5048.027832
	Iteration 16Q: 3 clusters Score -4926375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4926406.000000 Penalty: 5048.027832
	Iteration 17Q: 3 clusters Score -4926406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -4926419.500000 Penalty: 5048.027832
	Iteration 18Q: 3 clusters Score -4926420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -4926424.000000 Penalty: 5048.027832
	Iteration 19Q: 3 clusters Score -4926424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -4926430.000000 Penalty: 5048.027832
	Iteration 20F: 3 clusters Score -4926430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -4926434.500000 Penalty: 5048.027832
	Iteration 21Q: 3 clusters Score -4926434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -4926437.000000 Penalty: 5048.027832
	Iteration 22Q: 3 clusters Score -4926437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4926444.000000 Penalty: 5048.027832
	Iteration 23Q: 3 clusters Score -4926444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4926445.000000 Penalty: 5048.027832
	Iteration 24Q: 3 clusters Score -4926445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4926447.000000 Penalty: 5048.027832
	Iteration 25Q: 3 clusters Score -4926447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -4926450.000000 Penalty: 5048.027832
	Iteration 26Q: 3 clusters Score -4926450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -4926453.000000 Penalty: 5048.027832
	Iteration 27Q: 3 clusters Score -4926453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4926459.500000 Penalty: 5048.027832
	Iteration 28Q: 3 clusters Score -4926460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4926463.500000 Penalty: 5048.027832
	Iteration 29Q: 3 clusters Score -4926464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4926467.500000 Penalty: 5048.027832
	Iteration 30Q: 3 clusters Score -4926468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4926467.500000 Penalty: 5048.027832
	Iteration 31F: 3 clusters Score -4926468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (40994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Entering Unmasked Estep 
Score: -7590380.500000 Penalty: 2634.052734
	Iteration 0F: 2 clusters Score -7590380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7562711.000000 Penalty: 5268.105469
	Iteration 0F: 3 clusters Score -7562711 nChanged 18800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -7572833.000000 Penalty: 5268.105469
	Iteration 1F: 3 clusters Score -7572833 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7573193.500000 Penalty: 5268.105469
	Iteration 2Q: 3 clusters Score -7573194 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -7573588.500000 Penalty: 5268.105469
	Iteration 3Q: 3 clusters Score -7573588 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -7573881.000000 Penalty: 5268.105469
	Iteration 4Q: 3 clusters Score -7573881 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7574156.000000 Penalty: 5268.105469
	Iteration 5Q: 3 clusters Score -7574156 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -7574501.000000 Penalty: 5268.105469
	Iteration 6Q: 3 clusters Score -7574501 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7574887.000000 Penalty: 5268.105469
	Iteration 7Q: 3 clusters Score -7574887 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7575398.000000 Penalty: 5268.105469
	Iteration 8Q: 3 clusters Score -7575398 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -7576019.000000 Penalty: 5268.105469
	Iteration 9Q: 3 clusters Score -7576019 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7576776.000000 Penalty: 5268.105469
	Iteration 10Q: 3 clusters Score -7576776 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -7577991.500000 Penalty: 5268.105469
	Iteration 11Q: 3 clusters Score -7577992 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -7579442.000000 Penalty: 5268.105469
	Iteration 12F: 3 clusters Score -7579442 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -7581219.500000 Penalty: 5268.105469
	Iteration 13F: 3 clusters Score -7581220 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -7582892.000000 Penalty: 5268.105469
	Iteration 14F: 3 clusters Score -7582892 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -7583910.500000 Penalty: 5268.105469
	Iteration 15Q: 3 clusters Score -7583910 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -7584386.000000 Penalty: 5268.105469
	Iteration 16Q: 3 clusters Score -7584386 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -7584694.500000 Penalty: 5268.105469
	Iteration 17Q: 3 clusters Score -7584694 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -7585030.000000 Penalty: 5268.105469
	Iteration 18Q: 3 clusters Score -7585030 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -7585355.500000 Penalty: 5268.105469
	Iteration 19Q: 3 clusters Score -7585356 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -7585682.000000 Penalty: 5268.105469
	Iteration 20F: 3 clusters Score -7585682 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -7585956.500000 Penalty: 5268.105469
	Iteration 21Q: 3 clusters Score -7585956 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -7586217.000000 Penalty: 5268.105469
	Iteration 22Q: 3 clusters Score -7586217 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -7586446.000000 Penalty: 5268.105469
	Iteration 23Q: 3 clusters Score -7586446 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -7586659.500000 Penalty: 5268.105469
	Iteration 24Q: 3 clusters Score -7586660 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -7586832.500000 Penalty: 5268.105469
	Iteration 25Q: 3 clusters Score -7586832 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -7586980.500000 Penalty: 5268.105469
	Iteration 26Q: 3 clusters Score -7586980 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -7587064.000000 Penalty: 5268.105469
	Iteration 27Q: 3 clusters Score -7587064 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -7587183.000000 Penalty: 5268.105469
	Iteration 28Q: 3 clusters Score -7587183 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30812 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -7587288.500000 Penalty: 5268.105469
	Iteration 29Q: 3 clusters Score -7587288 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -7587407.000000 Penalty: 5268.105469
	Iteration 30Q: 3 clusters Score -7587407 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -7587483.500000 Penalty: 5268.105469
	Iteration 31Q: 3 clusters Score -7587484 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -7587543.500000 Penalty: 5268.105469
	Iteration 32Q: 3 clusters Score -7587544 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7587614.000000 Penalty: 5268.105469
	Iteration 33Q: 3 clusters Score -7587614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -7587686.500000 Penalty: 5268.105469
	Iteration 34Q: 3 clusters Score -7587686 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -7587721.000000 Penalty: 5268.105469
	Iteration 35Q: 3 clusters Score -7587721 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -7587769.500000 Penalty: 5268.105469
	Iteration 36Q: 3 clusters Score -7587770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7587794.500000 Penalty: 5268.105469
	Iteration 37Q: 3 clusters Score -7587794 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -7587849.500000 Penalty: 5268.105469
	Iteration 38Q: 3 clusters Score -7587850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -7587887.000000 Penalty: 5268.105469
	Iteration 39Q: 3 clusters Score -7587887 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -7587925.500000 Penalty: 5268.105469
	Iteration 40F: 3 clusters Score -7587926 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7587964.500000 Penalty: 5268.105469
	Iteration 41Q: 3 clusters Score -7587964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -7588005.500000 Penalty: 5268.105469
	Iteration 42Q: 3 clusters Score -7588006 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -7588025.500000 Penalty: 5268.105469
	Iteration 43Q: 3 clusters Score -7588026 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -7588067.000000 Penalty: 5268.105469
	Iteration 44Q: 3 clusters Score -7588067 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -7588082.500000 Penalty: 5268.105469
	Iteration 45Q: 3 clusters Score -7588082 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -7588098.000000 Penalty: 5268.105469
	Iteration 46Q: 3 clusters Score -7588098 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7588108.000000 Penalty: 5268.105469
	Iteration 47Q: 3 clusters Score -7588108 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -7588143.000000 Penalty: 5268.105469
	Iteration 48Q: 3 clusters Score -7588143 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -7588144.000000 Penalty: 5268.105469
	Iteration 49Q: 3 clusters Score -7588144 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -7588165.000000 Penalty: 5268.105469
	Iteration 50Q: 3 clusters Score -7588165 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -7588170.000000 Penalty: 5268.105469
	Iteration 51Q: 3 clusters Score -7588170 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -7588177.500000 Penalty: 5268.105469
	Iteration 52Q: 3 clusters Score -7588178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -7588168.000000 Penalty: 5268.105469
	Iteration 53Q: 3 clusters Score -7588168 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7588182.000000 Penalty: 5268.105469
	Iteration 54Q: 3 clusters Score -7588182 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -7588192.500000 Penalty: 5268.105469
	Iteration 55Q: 3 clusters Score -7588192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -7588193.500000 Penalty: 5268.105469
	Iteration 56Q: 3 clusters Score -7588194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -7588190.000000 Penalty: 5268.105469
	Iteration 57Q: 3 clusters Score -7588190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -7588188.500000 Penalty: 5268.105469
	Iteration 58Q: 3 clusters Score -7588188 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -7588200.000000 Penalty: 5268.105469
	Iteration 59Q: 3 clusters Score -7588200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -7588205.500000 Penalty: 5268.105469
	Iteration 60F: 3 clusters Score -7588206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7588200.000000 Penalty: 5268.105469
	Iteration 61Q: 3 clusters Score -7588200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -7588206.500000 Penalty: 5268.105469
	Iteration 62Q: 3 clusters Score -7588206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -7588216.500000 Penalty: 5268.105469
	Iteration 63Q: 3 clusters Score -7588216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -7588216.500000 Penalty: 5268.105469
	Iteration 64Q: 3 clusters Score -7588216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -7588213.000000 Penalty: 5268.105469
	Iteration 65Q: 3 clusters Score -7588213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -7588231.500000 Penalty: 5268.105469
	Iteration 66Q: 3 clusters Score -7588232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -7588235.500000 Penalty: 5268.105469
	Iteration 67Q: 3 clusters Score -7588236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7588235.500000 Penalty: 5268.105469
	Iteration 68Q: 3 clusters Score -7588236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -7588237.000000 Penalty: 5268.105469
	Iteration 69Q: 3 clusters Score -7588237 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7588245.000000 Penalty: 5268.105469
	Iteration 70Q: 3 clusters Score -7588245 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7588240.000000 Penalty: 5268.105469
	Iteration 71Q: 3 clusters Score -7588240 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -7588257.500000 Penalty: 5268.105469
	Iteration 72Q: 3 clusters Score -7588258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -7588263.000000 Penalty: 5268.105469
	Iteration 73Q: 3 clusters Score -7588263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7588275.500000 Penalty: 5268.105469
	Iteration 74Q: 3 clusters Score -7588276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -7588256.500000 Penalty: 5268.105469
	Iteration 75Q: 3 clusters Score -7588256 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -7588259.500000 Penalty: 5268.105469
	Iteration 76Q: 3 clusters Score -7588260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -7588267.500000 Penalty: 5268.105469
	Iteration 77Q: 3 clusters Score -7588268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7588278.500000 Penalty: 5268.105469
	Iteration 78Q: 3 clusters Score -7588278 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7588285.500000 Penalty: 5268.105469
	Iteration 79Q: 3 clusters Score -7588286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -7588286.000000 Penalty: 5268.105469
	Iteration 80F: 3 clusters Score -7588286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -7588306.500000 Penalty: 5268.105469
	Iteration 81Q: 3 clusters Score -7588306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -7588315.500000 Penalty: 5268.105469
	Iteration 82Q: 3 clusters Score -7588316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7588309.500000 Penalty: 5268.105469
	Iteration 83Q: 3 clusters Score -7588310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -7588302.000000 Penalty: 5268.105469
	Iteration 84Q: 3 clusters Score -7588302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -7588319.000000 Penalty: 5268.105469
	Iteration 85Q: 3 clusters Score -7588319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -7588326.000000 Penalty: 5268.105469
	Iteration 86Q: 3 clusters Score -7588326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -7588318.500000 Penalty: 5268.105469
	Iteration 87Q: 3 clusters Score -7588318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -7588319.000000 Penalty: 5268.105469
	Iteration 88Q: 3 clusters Score -7588319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -7588326.000000 Penalty: 5268.105469
	Iteration 89Q: 3 clusters Score -7588326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7588330.500000 Penalty: 5268.105469
	Iteration 90Q: 3 clusters Score -7588330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -7588336.000000 Penalty: 5268.105469
	Iteration 91Q: 3 clusters Score -7588336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7588335.500000 Penalty: 5268.105469
	Iteration 92Q: 3 clusters Score -7588336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -7588326.500000 Penalty: 5268.105469
	Iteration 93Q: 3 clusters Score -7588326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7588327.000000 Penalty: 5268.105469
	Iteration 94Q: 3 clusters Score -7588327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7588320.000000 Penalty: 5268.105469
	Iteration 95Q: 3 clusters Score -7588320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7588324.500000 Penalty: 5268.105469
	Iteration 96Q: 3 clusters Score -7588324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7588334.500000 Penalty: 5268.105469
	Iteration 97Q: 3 clusters Score -7588334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7588335.500000 Penalty: 5268.105469
	Iteration 98Q: 3 clusters Score -7588336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -7588328.500000 Penalty: 5268.105469
	Iteration 99Q: 3 clusters Score -7588328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -7588327.500000 Penalty: 5268.105469
	Iteration 100F: 3 clusters Score -7588328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -7588337.000000 Penalty: 5268.105469
	Iteration 101Q: 3 clusters Score -7588337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -7588335.500000 Penalty: 5268.105469
	Iteration 102Q: 3 clusters Score -7588336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7588340.000000 Penalty: 5268.105469
	Iteration 103Q: 3 clusters Score -7588340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7588344.500000 Penalty: 5268.105469
	Iteration 104Q: 3 clusters Score -7588344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -7588344.000000 Penalty: 5268.105469
	Iteration 105Q: 3 clusters Score -7588344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7588344.000000 Penalty: 5268.105469
	Iteration 106Q: 3 clusters Score -7588344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -7588353.500000 Penalty: 5268.105469
	Iteration 107Q: 3 clusters Score -7588354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7588357.500000 Penalty: 5268.105469
	Iteration 108Q: 3 clusters Score -7588358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -7588357.000000 Penalty: 5268.105469
	Iteration 109Q: 3 clusters Score -7588357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7588355.500000 Penalty: 5268.105469
	Iteration 110Q: 3 clusters Score -7588356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7588353.000000 Penalty: 5268.105469
	Iteration 111Q: 3 clusters Score -7588353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7588365.000000 Penalty: 5268.105469
	Iteration 112Q: 3 clusters Score -7588365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7588367.500000 Penalty: 5268.105469
	Iteration 113Q: 3 clusters Score -7588368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -7588363.000000 Penalty: 5268.105469
	Iteration 114Q: 3 clusters Score -7588363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7588377.500000 Penalty: 5268.105469
	Iteration 115Q: 3 clusters Score -7588378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -7588376.000000 Penalty: 5268.105469
	Iteration 116Q: 3 clusters Score -7588376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -7588383.000000 Penalty: 5268.105469
	Iteration 117Q: 3 clusters Score -7588383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7588377.000000 Penalty: 5268.105469
	Iteration 118Q: 3 clusters Score -7588377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -7588375.000000 Penalty: 5268.105469
	Iteration 119Q: 3 clusters Score -7588375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -7588380.500000 Penalty: 5268.105469
	Iteration 120F: 3 clusters Score -7588380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7588373.500000 Penalty: 5268.105469
	Iteration 121Q: 3 clusters Score -7588374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -7588379.500000 Penalty: 5268.105469
	Iteration 122Q: 3 clusters Score -7588380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7588383.500000 Penalty: 5268.105469
	Iteration 123Q: 3 clusters Score -7588384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7588387.000000 Penalty: 5268.105469
	Iteration 124Q: 3 clusters Score -7588387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -7588383.500000 Penalty: 5268.105469
	Iteration 125Q: 3 clusters Score -7588384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7588382.000000 Penalty: 5268.105469
	Iteration 126Q: 3 clusters Score -7588382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7588380.000000 Penalty: 5268.105469
	Iteration 127Q: 3 clusters Score -7588380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -7588372.500000 Penalty: 5268.105469
	Iteration 128Q: 3 clusters Score -7588372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7588372.000000 Penalty: 5268.105469
	Iteration 129Q: 3 clusters Score -7588372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7588364.500000 Penalty: 5268.105469
	Iteration 130Q: 3 clusters Score -7588364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -7588377.500000 Penalty: 5268.105469
	Iteration 131Q: 3 clusters Score -7588378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7588376.500000 Penalty: 5268.105469
	Iteration 132Q: 3 clusters Score -7588376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7588383.500000 Penalty: 5268.105469
	Iteration 133Q: 3 clusters Score -7588384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -7588383.500000 Penalty: 5268.105469
	Iteration 134Q: 3 clusters Score -7588384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7588379.000000 Penalty: 5268.105469
	Iteration 135Q: 3 clusters Score -7588379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7588391.000000 Penalty: 5268.105469
	Iteration 136Q: 3 clusters Score -7588391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7588387.500000 Penalty: 5268.105469
	Iteration 137Q: 3 clusters Score -7588388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7588386.500000 Penalty: 5268.105469
	Iteration 138Q: 3 clusters Score -7588386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7588379.500000 Penalty: 5268.105469
	Iteration 139Q: 3 clusters Score -7588380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -7588371.000000 Penalty: 5268.105469
	Iteration 140F: 3 clusters Score -7588371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -7588374.500000 Penalty: 5268.105469
	Iteration 141Q: 3 clusters Score -7588374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7588373.000000 Penalty: 5268.105469
	Iteration 142Q: 3 clusters Score -7588373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7588376.000000 Penalty: 5268.105469
	Iteration 143Q: 3 clusters Score -7588376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7588387.000000 Penalty: 5268.105469
	Iteration 144Q: 3 clusters Score -7588387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -7588387.000000 Penalty: 5268.105469
	Iteration 145Q: 3 clusters Score -7588387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7588395.000000 Penalty: 5268.105469
	Iteration 146Q: 3 clusters Score -7588395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -7588402.500000 Penalty: 5268.105469
	Iteration 147Q: 3 clusters Score -7588402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7588402.500000 Penalty: 5268.105469
	Iteration 148Q: 3 clusters Score -7588402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7588404.000000 Penalty: 5268.105469
	Iteration 149Q: 3 clusters Score -7588404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7588399.000000 Penalty: 5268.105469
	Iteration 150Q: 3 clusters Score -7588399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7588391.500000 Penalty: 5268.105469
	Iteration 151Q: 3 clusters Score -7588392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7588397.500000 Penalty: 5268.105469
	Iteration 152Q: 3 clusters Score -7588398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7588400.000000 Penalty: 5268.105469
	Iteration 153Q: 3 clusters Score -7588400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7588399.500000 Penalty: 5268.105469
	Iteration 154Q: 3 clusters Score -7588400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7588402.000000 Penalty: 5268.105469
	Iteration 155Q: 3 clusters Score -7588402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7588399.500000 Penalty: 5268.105469
	Iteration 156Q: 3 clusters Score -7588400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7588399.000000 Penalty: 5268.105469
	Iteration 157Q: 3 clusters Score -7588399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7588399.000000 Penalty: 5268.105469
	Iteration 158F: 3 clusters Score -7588399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -37085.230469 Penalty: 1500.918091
	Iteration 0F: 2 clusters Score -37085.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35903.515625 Penalty: 3001.836182
	Iteration 0F: 3 clusters Score -35903.52 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36314.882812 Penalty: 3001.836182
	Iteration 1F: 3 clusters Score -36314.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36585.371094 Penalty: 3001.836182
	Iteration 2F: 3 clusters Score -36585.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36743.453125 Penalty: 3001.836182
	Iteration 3F: 3 clusters Score -36743.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -36866.953125 Penalty: 3001.836182
	Iteration 4Q: 3 clusters Score -36866.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36897.941406 Penalty: 3001.836182
	Iteration 5Q: 3 clusters Score -36897.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36902.128906 Penalty: 3001.836182
	Iteration 6Q: 3 clusters Score -36902.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36905.082031 Penalty: 3001.836182
	Iteration 7Q: 3 clusters Score -36905.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -36915.109375 Penalty: 3001.836182
	Iteration 8Q: 3 clusters Score -36915.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36916.390625 Penalty: 3001.836182
	Iteration 9Q: 3 clusters Score -36916.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36916.390625 Penalty: 3001.836182
	Iteration 10F: 3 clusters Score -36916.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (26489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Entering Unmasked Estep 
Score: -4821940.500000 Penalty: 2525.752197
	Iteration 0F: 2 clusters Score -4821940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4803635.000000 Penalty: 5051.504395
	Iteration 0F: 3 clusters Score -4803635 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4810003.000000 Penalty: 5051.504395
	Iteration 1F: 3 clusters Score -4810003 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4810373.000000 Penalty: 5051.504395
	Iteration 2Q: 3 clusters Score -4810373 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -4810662.500000 Penalty: 5051.504395
	Iteration 3Q: 3 clusters Score -4810662 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -4810962.000000 Penalty: 5051.504395
	Iteration 4Q: 3 clusters Score -4810962 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4811218.500000 Penalty: 5051.504395
	Iteration 5Q: 3 clusters Score -4811218 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4811503.500000 Penalty: 5051.504395
	Iteration 6Q: 3 clusters Score -4811504 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4811855.000000 Penalty: 5051.504395
	Iteration 7Q: 3 clusters Score -4811855 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4812245.000000 Penalty: 5051.504395
	Iteration 8Q: 3 clusters Score -4812245 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -4812689.000000 Penalty: 5051.504395
	Iteration 9Q: 3 clusters Score -4812689 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4813093.500000 Penalty: 5051.504395
	Iteration 10Q: 3 clusters Score -4813094 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4813489.500000 Penalty: 5051.504395
	Iteration 11Q: 3 clusters Score -4813490 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -4813849.500000 Penalty: 5051.504395
	Iteration 12Q: 3 clusters Score -4813850 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4814172.000000 Penalty: 5051.504395
	Iteration 13Q: 3 clusters Score -4814172 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4814446.500000 Penalty: 5051.504395
	Iteration 14Q: 3 clusters Score -4814446 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -4814671.000000 Penalty: 5051.504395
	Iteration 15Q: 3 clusters Score -4814671 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -4814852.000000 Penalty: 5051.504395
	Iteration 16Q: 3 clusters Score -4814852 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4815060.000000 Penalty: 5051.504395
	Iteration 17Q: 3 clusters Score -4815060 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -4815205.000000 Penalty: 5051.504395
	Iteration 18Q: 3 clusters Score -4815205 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -4815326.000000 Penalty: 5051.504395
	Iteration 19Q: 3 clusters Score -4815326 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4815455.500000 Penalty: 5051.504395
	Iteration 20F: 3 clusters Score -4815456 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4815585.500000 Penalty: 5051.504395
	Iteration 21Q: 3 clusters Score -4815586 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -4815704.000000 Penalty: 5051.504395
	Iteration 22Q: 3 clusters Score -4815704 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4815804.500000 Penalty: 5051.504395
	Iteration 23Q: 3 clusters Score -4815804 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4815934.500000 Penalty: 5051.504395
	Iteration 24Q: 3 clusters Score -4815934 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -4816109.000000 Penalty: 5051.504395
	Iteration 25Q: 3 clusters Score -4816109 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4816203.500000 Penalty: 5051.504395
	Iteration 26Q: 3 clusters Score -4816204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -4816326.000000 Penalty: 5051.504395
	Iteration 27Q: 3 clusters Score -4816326 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -4816451.000000 Penalty: 5051.504395
	Iteration 28Q: 3 clusters Score -4816451 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4816614.500000 Penalty: 5051.504395
	Iteration 29Q: 3 clusters Score -4816614 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -4816777.000000 Penalty: 5051.504395
	Iteration 30Q: 3 clusters Score -4816777 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4816976.000000 Penalty: 5051.504395
	Iteration 31Q: 3 clusters Score -4816976 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -4817139.500000 Penalty: 5051.504395
	Iteration 32Q: 3 clusters Score -4817140 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4817348.500000 Penalty: 5051.504395
	Iteration 33Q: 3 clusters Score -4817348 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -4817537.500000 Penalty: 5051.504395
	Iteration 34Q: 3 clusters Score -4817538 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -4817760.000000 Penalty: 5051.504395
	Iteration 35Q: 3 clusters Score -4817760 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -4817939.500000 Penalty: 5051.504395
	Iteration 36Q: 3 clusters Score -4817940 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4818094.500000 Penalty: 5051.504395
	Iteration 37Q: 3 clusters Score -4818094 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4818222.500000 Penalty: 5051.504395
	Iteration 38Q: 3 clusters Score -4818222 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -4818316.500000 Penalty: 5051.504395
	Iteration 39Q: 3 clusters Score -4818316 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -4818488.500000 Penalty: 5051.504395
	Iteration 40F: 3 clusters Score -4818488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -4818781.500000 Penalty: 5051.504395
	Iteration 41Q: 3 clusters Score -4818782 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -4819061.000000 Penalty: 5051.504395
	Iteration 42Q: 3 clusters Score -4819061 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -4819309.000000 Penalty: 5051.504395
	Iteration 43Q: 3 clusters Score -4819309 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -4819480.000000 Penalty: 5051.504395
	Iteration 44Q: 3 clusters Score -4819480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4819584.000000 Penalty: 5051.504395
	Iteration 45Q: 3 clusters Score -4819584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4819650.000000 Penalty: 5051.504395
	Iteration 46Q: 3 clusters Score -4819650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -4819704.000000 Penalty: 5051.504395
	Iteration 47Q: 3 clusters Score -4819704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -4819727.500000 Penalty: 5051.504395
	Iteration 48Q: 3 clusters Score -4819728 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 26116 members 
Entering Unmasked Estep 
Score: -4819758.500000 Penalty: 5051.504395
	Iteration 49Q: 3 clusters Score -4819758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -4819776.500000 Penalty: 5051.504395
	Iteration 50Q: 3 clusters Score -4819776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4819789.000000 Penalty: 5051.504395
	Iteration 51Q: 3 clusters Score -4819789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -4819798.500000 Penalty: 5051.504395
	Iteration 52Q: 3 clusters Score -4819798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4819802.000000 Penalty: 5051.504395
	Iteration 53Q: 3 clusters Score -4819802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4819805.000000 Penalty: 5051.504395
	Iteration 54Q: 3 clusters Score -4819805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4819807.500000 Penalty: 5051.504395
	Iteration 55Q: 3 clusters Score -4819808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4819809.000000 Penalty: 5051.504395
	Iteration 56Q: 3 clusters Score -4819809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4819813.000000 Penalty: 5051.504395
	Iteration 57Q: 3 clusters Score -4819813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -4819818.000000 Penalty: 5051.504395
	Iteration 58Q: 3 clusters Score -4819818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4819815.000000 Penalty: 5051.504395
	Iteration 59Q: 3 clusters Score -4819815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -4819815.000000 Penalty: 5051.504395
	Iteration 60F: 3 clusters Score -4819815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -1302149.375000 Penalty: 2194.750732
	Iteration 0F: 2 clusters Score -1302149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1296283.750000 Penalty: 4389.501465
	Iteration 0F: 3 clusters Score -1296284 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1297856.250000 Penalty: 4389.501465
	Iteration 1F: 3 clusters Score -1297856 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1298138.375000 Penalty: 4389.501465
	Iteration 2F: 3 clusters Score -1298138 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1298352.750000 Penalty: 4389.501465
	Iteration 3F: 3 clusters Score -1298353 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1298520.375000 Penalty: 4389.501465
	Iteration 4Q: 3 clusters Score -1298520 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1298710.875000 Penalty: 4389.501465
	Iteration 5Q: 3 clusters Score -1298711 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1298930.375000 Penalty: 4389.501465
	Iteration 6Q: 3 clusters Score -1298930 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1299179.750000 Penalty: 4389.501465
	Iteration 7F: 3 clusters Score -1299180 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1299407.250000 Penalty: 4389.501465
	Iteration 8Q: 3 clusters Score -1299407 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1299608.125000 Penalty: 4389.501465
	Iteration 9Q: 3 clusters Score -1299608 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1299822.875000 Penalty: 4389.501465
	Iteration 10Q: 3 clusters Score -1299823 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1300017.750000 Penalty: 4389.501465
	Iteration 11Q: 3 clusters Score -1300018 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1300186.250000 Penalty: 4389.501465
	Iteration 12Q: 3 clusters Score -1300186 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1300326.625000 Penalty: 4389.501465
	Iteration 13Q: 3 clusters Score -1300327 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1300470.500000 Penalty: 4389.501465
	Iteration 14Q: 3 clusters Score -1300470 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1300564.875000 Penalty: 4389.501465
	Iteration 15Q: 3 clusters Score -1300565 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1300610.125000 Penalty: 4389.501465
	Iteration 16Q: 3 clusters Score -1300610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1300631.750000 Penalty: 4389.501465
	Iteration 17Q: 3 clusters Score -1300632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1300649.000000 Penalty: 4389.501465
	Iteration 18Q: 3 clusters Score -1300649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1300657.500000 Penalty: 4389.501465
	Iteration 19Q: 3 clusters Score -1300658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1300666.375000 Penalty: 4389.501465
	Iteration 20F: 3 clusters Score -1300666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1300668.125000 Penalty: 4389.501465
	Iteration 21Q: 3 clusters Score -1300668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1300674.750000 Penalty: 4389.501465
	Iteration 22Q: 3 clusters Score -1300675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1300675.750000 Penalty: 4389.501465
	Iteration 23Q: 3 clusters Score -1300676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1300676.875000 Penalty: 4389.501465
	Iteration 24Q: 3 clusters Score -1300677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1300679.250000 Penalty: 4389.501465
	Iteration 25Q: 3 clusters Score -1300679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1300680.375000 Penalty: 4389.501465
	Iteration 26Q: 3 clusters Score -1300680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1300680.375000 Penalty: 4389.501465
	Iteration 27Q: 3 clusters Score -1300680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1300680.375000 Penalty: 4389.501465
	Iteration 28F: 3 clusters Score -1300680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Entering Unmasked Estep 
Score: -8802855.000000 Penalty: 2667.579590
	Iteration 0F: 2 clusters Score -8802855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8772743.000000 Penalty: 5335.159180
	Iteration 0F: 3 clusters Score -8772743 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8784499.000000 Penalty: 5335.159180
	Iteration 1F: 3 clusters Score -8784499 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8784992.000000 Penalty: 5335.159180
	Iteration 2Q: 3 clusters Score -8784992 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8785382.000000 Penalty: 5335.159180
	Iteration 3Q: 3 clusters Score -8785382 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8785733.000000 Penalty: 5335.159180
	Iteration 4Q: 3 clusters Score -8785733 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -8786079.000000 Penalty: 5335.159180
	Iteration 5Q: 3 clusters Score -8786079 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -8786460.000000 Penalty: 5335.159180
	Iteration 6Q: 3 clusters Score -8786460 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -8786903.000000 Penalty: 5335.159180
	Iteration 7Q: 3 clusters Score -8786903 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -8787529.000000 Penalty: 5335.159180
	Iteration 8Q: 3 clusters Score -8787529 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -8788330.000000 Penalty: 5335.159180
	Iteration 9Q: 3 clusters Score -8788330 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -8789508.000000 Penalty: 5335.159180
	Iteration 10Q: 3 clusters Score -8789508 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -8791345.000000 Penalty: 5335.159180
	Iteration 11F: 3 clusters Score -8791345 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -8793918.000000 Penalty: 5335.159180
	Iteration 12F: 3 clusters Score -8793918 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8796533.000000 Penalty: 5335.159180
	Iteration 13F: 3 clusters Score -8796533 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -8798109.000000 Penalty: 5335.159180
	Iteration 14Q: 3 clusters Score -8798109 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -8798696.000000 Penalty: 5335.159180
	Iteration 15Q: 3 clusters Score -8798696 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -8799067.000000 Penalty: 5335.159180
	Iteration 16Q: 3 clusters Score -8799067 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -8799231.000000 Penalty: 5335.159180
	Iteration 17Q: 3 clusters Score -8799231 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8799372.000000 Penalty: 5335.159180
	Iteration 18Q: 3 clusters Score -8799372 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5335.159180
	Iteration 19Q: 3 clusters Score -8799488 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -8799569.000000 Penalty: 5335.159180
	Iteration 20F: 3 clusters Score -8799569 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -8799633.000000 Penalty: 5335.159180
	Iteration 21Q: 3 clusters Score -8799633 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8799657.000000 Penalty: 5335.159180
	Iteration 22Q: 3 clusters Score -8799657 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -8799743.000000 Penalty: 5335.159180
	Iteration 23Q: 3 clusters Score -8799743 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -8799809.000000 Penalty: 5335.159180
	Iteration 24Q: 3 clusters Score -8799809 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -8799805.000000 Penalty: 5335.159180
	Iteration 25Q: 3 clusters Score -8799805 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -8799841.000000 Penalty: 5335.159180
	Iteration 26Q: 3 clusters Score -8799841 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -8799921.000000 Penalty: 5335.159180
	Iteration 27Q: 3 clusters Score -8799921 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -8799943.000000 Penalty: 5335.159180
	Iteration 28Q: 3 clusters Score -8799943 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -8799959.000000 Penalty: 5335.159180
	Iteration 29Q: 3 clusters Score -8799959 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8800004.000000 Penalty: 5335.159180
	Iteration 30Q: 3 clusters Score -8800004 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -8800044.000000 Penalty: 5335.159180
	Iteration 31Q: 3 clusters Score -8800044 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -8800099.000000 Penalty: 5335.159180
	Iteration 32Q: 3 clusters Score -8800099 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -8800156.000000 Penalty: 5335.159180
	Iteration 33Q: 3 clusters Score -8800156 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -8800181.000000 Penalty: 5335.159180
	Iteration 34Q: 3 clusters Score -8800181 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -8800220.000000 Penalty: 5335.159180
	Iteration 35Q: 3 clusters Score -8800220 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -8800243.000000 Penalty: 5335.159180
	Iteration 36Q: 3 clusters Score -8800243 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -8800262.000000 Penalty: 5335.159180
	Iteration 37Q: 3 clusters Score -8800262 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -8800323.000000 Penalty: 5335.159180
	Iteration 38Q: 3 clusters Score -8800323 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -8800361.000000 Penalty: 5335.159180
	Iteration 39Q: 3 clusters Score -8800361 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8800398.000000 Penalty: 5335.159180
	Iteration 40F: 3 clusters Score -8800398 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8800431.000000 Penalty: 5335.159180
	Iteration 41Q: 3 clusters Score -8800431 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8800470.000000 Penalty: 5335.159180
	Iteration 42Q: 3 clusters Score -8800470 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8800500.000000 Penalty: 5335.159180
	Iteration 43Q: 3 clusters Score -8800500 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -8800516.000000 Penalty: 5335.159180
	Iteration 44Q: 3 clusters Score -8800516 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -8800546.000000 Penalty: 5335.159180
	Iteration 45Q: 3 clusters Score -8800546 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -8800579.000000 Penalty: 5335.159180
	Iteration 46Q: 3 clusters Score -8800579 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8800595.000000 Penalty: 5335.159180
	Iteration 47Q: 3 clusters Score -8800595 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8800639.000000 Penalty: 5335.159180
	Iteration 48Q: 3 clusters Score -8800639 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8800679.000000 Penalty: 5335.159180
	Iteration 49Q: 3 clusters Score -8800679 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -8800725.000000 Penalty: 5335.159180
	Iteration 50Q: 3 clusters Score -8800725 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8800758.000000 Penalty: 5335.159180
	Iteration 51Q: 3 clusters Score -8800758 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8800827.000000 Penalty: 5335.159180
	Iteration 52Q: 3 clusters Score -8800827 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8800882.000000 Penalty: 5335.159180
	Iteration 53Q: 3 clusters Score -8800882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8800923.000000 Penalty: 5335.159180
	Iteration 54Q: 3 clusters Score -8800923 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8800945.000000 Penalty: 5335.159180
	Iteration 55Q: 3 clusters Score -8800945 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8800941.000000 Penalty: 5335.159180
	Iteration 56Q: 3 clusters Score -8800941 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8800971.000000 Penalty: 5335.159180
	Iteration 57Q: 3 clusters Score -8800971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8801002.000000 Penalty: 5335.159180
	Iteration 58Q: 3 clusters Score -8801002 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8800995.000000 Penalty: 5335.159180
	Iteration 59Q: 3 clusters Score -8800995 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8801015.000000 Penalty: 5335.159180
	Iteration 60F: 3 clusters Score -8801015 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8801050.000000 Penalty: 5335.159180
	Iteration 61Q: 3 clusters Score -8801050 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8801098.000000 Penalty: 5335.159180
	Iteration 62Q: 3 clusters Score -8801098 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8801128.000000 Penalty: 5335.159180
	Iteration 63Q: 3 clusters Score -8801128 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8801136.000000 Penalty: 5335.159180
	Iteration 64Q: 3 clusters Score -8801136 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8801144.000000 Penalty: 5335.159180
	Iteration 65Q: 3 clusters Score -8801144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8801146.000000 Penalty: 5335.159180
	Iteration 66Q: 3 clusters Score -8801146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8801144.000000 Penalty: 5335.159180
	Iteration 67Q: 3 clusters Score -8801144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8801151.000000 Penalty: 5335.159180
	Iteration 68Q: 3 clusters Score -8801151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8801141.000000 Penalty: 5335.159180
	Iteration 69Q: 3 clusters Score -8801141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8801132.000000 Penalty: 5335.159180
	Iteration 70Q: 3 clusters Score -8801132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8801133.000000 Penalty: 5335.159180
	Iteration 71Q: 3 clusters Score -8801133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8801132.000000 Penalty: 5335.159180
	Iteration 72Q: 3 clusters Score -8801132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8801130.000000 Penalty: 5335.159180
	Iteration 73Q: 3 clusters Score -8801130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8801138.000000 Penalty: 5335.159180
	Iteration 74Q: 3 clusters Score -8801138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8801139.000000 Penalty: 5335.159180
	Iteration 75Q: 3 clusters Score -8801139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8801125.000000 Penalty: 5335.159180
	Iteration 76Q: 3 clusters Score -8801125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8801135.000000 Penalty: 5335.159180
	Iteration 77Q: 3 clusters Score -8801135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8801127.000000 Penalty: 5335.159180
	Iteration 78Q: 3 clusters Score -8801127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8801129.000000 Penalty: 5335.159180
	Iteration 79Q: 3 clusters Score -8801129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8801128.000000 Penalty: 5335.159180
	Iteration 80F: 3 clusters Score -8801128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8801121.000000 Penalty: 5335.159180
	Iteration 81Q: 3 clusters Score -8801121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8801127.000000 Penalty: 5335.159180
	Iteration 82Q: 3 clusters Score -8801127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8801122.000000 Penalty: 5335.159180
	Iteration 83Q: 3 clusters Score -8801122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8801123.000000 Penalty: 5335.159180
	Iteration 84Q: 3 clusters Score -8801123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8801125.000000 Penalty: 5335.159180
	Iteration 85Q: 3 clusters Score -8801125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8801125.000000 Penalty: 5335.159180
	Iteration 86F: 3 clusters Score -8801125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -1042330.562500 Penalty: 2139.792969
	Iteration 0F: 2 clusters Score -1042331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1037453.375000 Penalty: 4279.585938
	Iteration 0F: 3 clusters Score -1037453 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1038658.375000 Penalty: 4279.585938
	Iteration 1F: 3 clusters Score -1038658 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1038865.750000 Penalty: 4279.585938
	Iteration 2F: 3 clusters Score -1038866 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1038994.000000 Penalty: 4279.585938
	Iteration 3Q: 3 clusters Score -1038994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1039098.312500 Penalty: 4279.585938
	Iteration 4Q: 3 clusters Score -1039098 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1039179.000000 Penalty: 4279.585938
	Iteration 5Q: 3 clusters Score -1039179 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1039258.437500 Penalty: 4279.585938
	Iteration 6Q: 3 clusters Score -1039258 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1039327.375000 Penalty: 4279.585938
	Iteration 7Q: 3 clusters Score -1039327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1039390.312500 Penalty: 4279.585938
	Iteration 8Q: 3 clusters Score -1039390 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1039456.937500 Penalty: 4279.585938
	Iteration 9Q: 3 clusters Score -1039457 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1039545.750000 Penalty: 4279.585938
	Iteration 10Q: 3 clusters Score -1039546 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1039629.125000 Penalty: 4279.585938
	Iteration 11Q: 3 clusters Score -1039629 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1039719.000000 Penalty: 4279.585938
	Iteration 12Q: 3 clusters Score -1039719 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1039797.625000 Penalty: 4279.585938
	Iteration 13Q: 3 clusters Score -1039798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1039863.250000 Penalty: 4279.585938
	Iteration 14Q: 3 clusters Score -1039863 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1039916.937500 Penalty: 4279.585938
	Iteration 15Q: 3 clusters Score -1039917 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1039975.500000 Penalty: 4279.585938
	Iteration 16Q: 3 clusters Score -1039976 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1040031.125000 Penalty: 4279.585938
	Iteration 17Q: 3 clusters Score -1040031 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1040097.937500 Penalty: 4279.585938
	Iteration 18Q: 3 clusters Score -1040098 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1040170.750000 Penalty: 4279.585938
	Iteration 19Q: 3 clusters Score -1040171 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1040221.750000 Penalty: 4279.585938
	Iteration 20F: 3 clusters Score -1040222 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1040256.250000 Penalty: 4279.585938
	Iteration 21Q: 3 clusters Score -1040256 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1040282.312500 Penalty: 4279.585938
	Iteration 22Q: 3 clusters Score -1040282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1040302.437500 Penalty: 4279.585938
	Iteration 23Q: 3 clusters Score -1040302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1040319.562500 Penalty: 4279.585938
	Iteration 24Q: 3 clusters Score -1040320 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1040335.062500 Penalty: 4279.585938
	Iteration 25Q: 3 clusters Score -1040335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1040342.375000 Penalty: 4279.585938
	Iteration 26Q: 3 clusters Score -1040342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1040348.187500 Penalty: 4279.585938
	Iteration 27Q: 3 clusters Score -1040348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1040358.312500 Penalty: 4279.585938
	Iteration 28Q: 3 clusters Score -1040358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1040363.437500 Penalty: 4279.585938
	Iteration 29Q: 3 clusters Score -1040363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1040367.250000 Penalty: 4279.585938
	Iteration 30Q: 3 clusters Score -1040367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1040373.875000 Penalty: 4279.585938
	Iteration 31Q: 3 clusters Score -1040374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1040382.062500 Penalty: 4279.585938
	Iteration 32Q: 3 clusters Score -1040382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1040385.625000 Penalty: 4279.585938
	Iteration 33Q: 3 clusters Score -1040386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1040394.187500 Penalty: 4279.585938
	Iteration 34Q: 3 clusters Score -1040394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1040406.437500 Penalty: 4279.585938
	Iteration 35Q: 3 clusters Score -1040406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1040414.937500 Penalty: 4279.585938
	Iteration 36Q: 3 clusters Score -1040415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1040419.062500 Penalty: 4279.585938
	Iteration 37Q: 3 clusters Score -1040419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1040423.812500 Penalty: 4279.585938
	Iteration 38Q: 3 clusters Score -1040424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1040433.187500 Penalty: 4279.585938
	Iteration 39Q: 3 clusters Score -1040433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1040436.250000 Penalty: 4279.585938
	Iteration 40F: 3 clusters Score -1040436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1040438.562500 Penalty: 4279.585938
	Iteration 41Q: 3 clusters Score -1040439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1040444.437500 Penalty: 4279.585938
	Iteration 42Q: 3 clusters Score -1040444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1040445.937500 Penalty: 4279.585938
	Iteration 43Q: 3 clusters Score -1040446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1040449.312500 Penalty: 4279.585938
	Iteration 44Q: 3 clusters Score -1040449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1040451.375000 Penalty: 4279.585938
	Iteration 45Q: 3 clusters Score -1040451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1040454.875000 Penalty: 4279.585938
	Iteration 46Q: 3 clusters Score -1040455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1040454.500000 Penalty: 4279.585938
	Iteration 47Q: 3 clusters Score -1040454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1040456.562500 Penalty: 4279.585938
	Iteration 48Q: 3 clusters Score -1040457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1040458.312500 Penalty: 4279.585938
	Iteration 49Q: 3 clusters Score -1040458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1040458.375000 Penalty: 4279.585938
	Iteration 50Q: 3 clusters Score -1040458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1040457.187500 Penalty: 4279.585938
	Iteration 51Q: 3 clusters Score -1040457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1040457.187500 Penalty: 4279.585938
	Iteration 52F: 3 clusters Score -1040457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Entering Unmasked Estep 
Score: -413891.687500 Penalty: 1923.854736
	Iteration 0F: 2 clusters Score -413891.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -411044.062500 Penalty: 3847.709473
	Iteration 0F: 3 clusters Score -411044.1 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -411566.250000 Penalty: 3847.709473
	Iteration 1F: 3 clusters Score -411566.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -411702.125000 Penalty: 3847.709473
	Iteration 2F: 3 clusters Score -411702.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -411793.062500 Penalty: 3847.709473
	Iteration 3Q: 3 clusters Score -411793.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -411874.531250 Penalty: 3847.709473
	Iteration 4Q: 3 clusters Score -411874.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -411951.625000 Penalty: 3847.709473
	Iteration 5Q: 3 clusters Score -411951.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -411995.343750 Penalty: 3847.709473
	Iteration 6Q: 3 clusters Score -411995.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -412020.812500 Penalty: 3847.709473
	Iteration 7Q: 3 clusters Score -412020.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -412045.125000 Penalty: 3847.709473
	Iteration 8Q: 3 clusters Score -412045.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -412067.500000 Penalty: 3847.709473
	Iteration 9Q: 3 clusters Score -412067.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -412088.406250 Penalty: 3847.709473
	Iteration 10Q: 3 clusters Score -412088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -412102.000000 Penalty: 3847.709473
	Iteration 11Q: 3 clusters Score -412102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -412112.281250 Penalty: 3847.709473
	Iteration 12Q: 3 clusters Score -412112.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -412120.312500 Penalty: 3847.709473
	Iteration 13Q: 3 clusters Score -412120.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -412124.187500 Penalty: 3847.709473
	Iteration 14Q: 3 clusters Score -412124.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -412128.468750 Penalty: 3847.709473
	Iteration 15Q: 3 clusters Score -412128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -412130.687500 Penalty: 3847.709473
	Iteration 16Q: 3 clusters Score -412130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -412132.125000 Penalty: 3847.709473
	Iteration 17Q: 3 clusters Score -412132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -412135.312500 Penalty: 3847.709473
	Iteration 18Q: 3 clusters Score -412135.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -412139.906250 Penalty: 3847.709473
	Iteration 19Q: 3 clusters Score -412139.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -412143.468750 Penalty: 3847.709473
	Iteration 20F: 3 clusters Score -412143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412149.968750 Penalty: 3847.709473
	Iteration 21Q: 3 clusters Score -412150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412153.875000 Penalty: 3847.709473
	Iteration 22Q: 3 clusters Score -412153.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -412157.000000 Penalty: 3847.709473
	Iteration 23Q: 3 clusters Score -412157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -412160.218750 Penalty: 3847.709473
	Iteration 24Q: 3 clusters Score -412160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -412160.281250 Penalty: 3847.709473
	Iteration 25Q: 3 clusters Score -412160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412161.125000 Penalty: 3847.709473
	Iteration 26Q: 3 clusters Score -412161.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -412161.125000 Penalty: 3847.709473
	Iteration 27F: 3 clusters Score -412161.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Entering Unmasked Estep 
Score: -815745.687500 Penalty: 2080.335693
	Iteration 0F: 2 clusters Score -815745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -811541.625000 Penalty: 4160.671387
	Iteration 0F: 3 clusters Score -811541.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -812511.562500 Penalty: 4160.671387
	Iteration 1F: 3 clusters Score -812511.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -812688.937500 Penalty: 4160.671387
	Iteration 2F: 3 clusters Score -812688.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -812784.125000 Penalty: 4160.671387
	Iteration 3Q: 3 clusters Score -812784.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -812842.562500 Penalty: 4160.671387
	Iteration 4Q: 3 clusters Score -812842.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -812879.312500 Penalty: 4160.671387
	Iteration 5Q: 3 clusters Score -812879.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -812919.437500 Penalty: 4160.671387
	Iteration 6Q: 3 clusters Score -812919.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -812948.062500 Penalty: 4160.671387
	Iteration 7Q: 3 clusters Score -812948.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -812976.000000 Penalty: 4160.671387
	Iteration 8Q: 3 clusters Score -812976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -812996.312500 Penalty: 4160.671387
	Iteration 9Q: 3 clusters Score -812996.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -813009.875000 Penalty: 4160.671387
	Iteration 10Q: 3 clusters Score -813009.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -813019.750000 Penalty: 4160.671387
	Iteration 11Q: 3 clusters Score -813019.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -813034.375000 Penalty: 4160.671387
	Iteration 12Q: 3 clusters Score -813034.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -813047.500000 Penalty: 4160.671387
	Iteration 13Q: 3 clusters Score -813047.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -813060.937500 Penalty: 4160.671387
	Iteration 14Q: 3 clusters Score -813060.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -813071.875000 Penalty: 4160.671387
	Iteration 15Q: 3 clusters Score -813071.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -813083.062500 Penalty: 4160.671387
	Iteration 16Q: 3 clusters Score -813083.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -813092.187500 Penalty: 4160.671387
	Iteration 17Q: 3 clusters Score -813092.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -813101.937500 Penalty: 4160.671387
	Iteration 18Q: 3 clusters Score -813101.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -813112.562500 Penalty: 4160.671387
	Iteration 19Q: 3 clusters Score -813112.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -813119.062500 Penalty: 4160.671387
	Iteration 20F: 3 clusters Score -813119.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -813127.500000 Penalty: 4160.671387
	Iteration 21Q: 3 clusters Score -813127.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -813136.375000 Penalty: 4160.671387
	Iteration 22Q: 3 clusters Score -813136.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -813146.750000 Penalty: 4160.671387
	Iteration 23Q: 3 clusters Score -813146.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -813162.375000 Penalty: 4160.671387
	Iteration 24Q: 3 clusters Score -813162.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -813176.812500 Penalty: 4160.671387
	Iteration 25Q: 3 clusters Score -813176.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -813196.312500 Penalty: 4160.671387
	Iteration 26Q: 3 clusters Score -813196.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -813226.812500 Penalty: 4160.671387
	Iteration 27Q: 3 clusters Score -813226.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -813251.562500 Penalty: 4160.671387
	Iteration 28Q: 3 clusters Score -813251.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -813278.687500 Penalty: 4160.671387
	Iteration 29Q: 3 clusters Score -813278.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -813303.687500 Penalty: 4160.671387
	Iteration 30Q: 3 clusters Score -813303.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -813332.875000 Penalty: 4160.671387
	Iteration 31Q: 3 clusters Score -813332.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -813369.187500 Penalty: 4160.671387
	Iteration 32Q: 3 clusters Score -813369.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -813420.687500 Penalty: 4160.671387
	Iteration 33Q: 3 clusters Score -813420.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -813459.562500 Penalty: 4160.671387
	Iteration 34Q: 3 clusters Score -813459.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -813492.062500 Penalty: 4160.671387
	Iteration 35Q: 3 clusters Score -813492.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -813520.250000 Penalty: 4160.671387
	Iteration 36Q: 3 clusters Score -813520.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -813556.562500 Penalty: 4160.671387
	Iteration 37Q: 3 clusters Score -813556.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -813590.875000 Penalty: 4160.671387
	Iteration 38Q: 3 clusters Score -813590.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -813618.937500 Penalty: 4160.671387
	Iteration 39Q: 3 clusters Score -813618.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -813644.562500 Penalty: 4160.671387
	Iteration 40F: 3 clusters Score -813644.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -813677.250000 Penalty: 4160.671387
	Iteration 41Q: 3 clusters Score -813677.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -813702.937500 Penalty: 4160.671387
	Iteration 42Q: 3 clusters Score -813702.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -813728.312500 Penalty: 4160.671387
	Iteration 43Q: 3 clusters Score -813728.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -813744.312500 Penalty: 4160.671387
	Iteration 44Q: 3 clusters Score -813744.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -813756.625000 Penalty: 4160.671387
	Iteration 45Q: 3 clusters Score -813756.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -813769.250000 Penalty: 4160.671387
	Iteration 46Q: 3 clusters Score -813769.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -813788.187500 Penalty: 4160.671387
	Iteration 47Q: 3 clusters Score -813788.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -813810.250000 Penalty: 4160.671387
	Iteration 48Q: 3 clusters Score -813810.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -813836.562500 Penalty: 4160.671387
	Iteration 49Q: 3 clusters Score -813836.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -813854.437500 Penalty: 4160.671387
	Iteration 50Q: 3 clusters Score -813854.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -813865.375000 Penalty: 4160.671387
	Iteration 51Q: 3 clusters Score -813865.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -813879.750000 Penalty: 4160.671387
	Iteration 52Q: 3 clusters Score -813879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -813888.500000 Penalty: 4160.671387
	Iteration 53Q: 3 clusters Score -813888.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -813898.000000 Penalty: 4160.671387
	Iteration 54Q: 3 clusters Score -813898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -813904.875000 Penalty: 4160.671387
	Iteration 55Q: 3 clusters Score -813904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -813914.625000 Penalty: 4160.671387
	Iteration 56Q: 3 clusters Score -813914.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -813926.500000 Penalty: 4160.671387
	Iteration 57Q: 3 clusters Score -813926.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -813932.250000 Penalty: 4160.671387
	Iteration 58Q: 3 clusters Score -813932.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -813933.500000 Penalty: 4160.671387
	Iteration 59Q: 3 clusters Score -813933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -813936.375000 Penalty: 4160.671387
	Iteration 60F: 3 clusters Score -813936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -813936.750000 Penalty: 4160.671387
	Iteration 61Q: 3 clusters Score -813936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -813939.250000 Penalty: 4160.671387
	Iteration 62Q: 3 clusters Score -813939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -813942.500000 Penalty: 4160.671387
	Iteration 63Q: 3 clusters Score -813942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -813946.500000 Penalty: 4160.671387
	Iteration 64Q: 3 clusters Score -813946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -813950.125000 Penalty: 4160.671387
	Iteration 65Q: 3 clusters Score -813950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -813952.125000 Penalty: 4160.671387
	Iteration 66Q: 3 clusters Score -813952.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -813955.250000 Penalty: 4160.671387
	Iteration 67Q: 3 clusters Score -813955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -813956.250000 Penalty: 4160.671387
	Iteration 68Q: 3 clusters Score -813956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -813956.937500 Penalty: 4160.671387
	Iteration 69Q: 3 clusters Score -813956.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -813959.000000 Penalty: 4160.671387
	Iteration 70Q: 3 clusters Score -813959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -813960.500000 Penalty: 4160.671387
	Iteration 71Q: 3 clusters Score -813960.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -813960.250000 Penalty: 4160.671387
	Iteration 72Q: 3 clusters Score -813960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -813960.250000 Penalty: 4160.671387
	Iteration 73F: 3 clusters Score -813960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (48419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Entering Unmasked Estep 
Score: -9128751.000000 Penalty: 2675.336426
	Iteration 0F: 2 clusters Score -9128751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -9098301.000000 Penalty: 5350.672852
	Iteration 0F: 3 clusters Score -9098301 nChanged 22335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9111006.000000 Penalty: 5350.672852
	Iteration 1F: 3 clusters Score -9111006 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -9111708.000000 Penalty: 5350.672852
	Iteration 2Q: 3 clusters Score -9111708 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -9112760.000000 Penalty: 5350.672852
	Iteration 3Q: 3 clusters Score -9112760 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -9114147.000000 Penalty: 5350.672852
	Iteration 4F: 3 clusters Score -9114147 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -9116272.000000 Penalty: 5350.672852
	Iteration 5F: 3 clusters Score -9116272 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -9119002.000000 Penalty: 5350.672852
	Iteration 6F: 3 clusters Score -9119002 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -9121870.000000 Penalty: 5350.672852
	Iteration 7F: 3 clusters Score -9121870 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -9124112.000000 Penalty: 5350.672852
	Iteration 8F: 3 clusters Score -9124112 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9125524.000000 Penalty: 5350.672852
	Iteration 9Q: 3 clusters Score -9125524 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9126070.000000 Penalty: 5350.672852
	Iteration 10Q: 3 clusters Score -9126070 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9126282.000000 Penalty: 5350.672852
	Iteration 11Q: 3 clusters Score -9126282 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9126396.000000 Penalty: 5350.672852
	Iteration 12Q: 3 clusters Score -9126396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9126450.000000 Penalty: 5350.672852
	Iteration 13Q: 3 clusters Score -9126450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9126487.000000 Penalty: 5350.672852
	Iteration 14Q: 3 clusters Score -9126487 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9126517.000000 Penalty: 5350.672852
	Iteration 15Q: 3 clusters Score -9126517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9126528.000000 Penalty: 5350.672852
	Iteration 16Q: 3 clusters Score -9126528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9126550.000000 Penalty: 5350.672852
	Iteration 17Q: 3 clusters Score -9126550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9126551.000000 Penalty: 5350.672852
	Iteration 18Q: 3 clusters Score -9126551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9126547.000000 Penalty: 5350.672852
	Iteration 19Q: 3 clusters Score -9126547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9126551.000000 Penalty: 5350.672852
	Iteration 20F: 3 clusters Score -9126551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9126556.000000 Penalty: 5350.672852
	Iteration 21Q: 3 clusters Score -9126556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9126558.000000 Penalty: 5350.672852
	Iteration 22Q: 3 clusters Score -9126558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9126558.000000 Penalty: 5350.672852
	Iteration 23F: 3 clusters Score -9126558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Entering Unmasked Estep 
Score: -1094606.250000 Penalty: 2153.857422
	Iteration 0F: 2 clusters Score -1094606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1089482.375000 Penalty: 4307.714844
	Iteration 0F: 3 clusters Score -1089482 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1090741.625000 Penalty: 4307.714844
	Iteration 1F: 3 clusters Score -1090742 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1090985.625000 Penalty: 4307.714844
	Iteration 2F: 3 clusters Score -1090986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1091167.375000 Penalty: 4307.714844
	Iteration 3F: 3 clusters Score -1091167 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1091318.000000 Penalty: 4307.714844
	Iteration 4Q: 3 clusters Score -1091318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1091453.125000 Penalty: 4307.714844
	Iteration 5Q: 3 clusters Score -1091453 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1091559.500000 Penalty: 4307.714844
	Iteration 6Q: 3 clusters Score -1091560 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1091647.375000 Penalty: 4307.714844
	Iteration 7Q: 3 clusters Score -1091647 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1091715.125000 Penalty: 4307.714844
	Iteration 8Q: 3 clusters Score -1091715 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1091763.500000 Penalty: 4307.714844
	Iteration 9Q: 3 clusters Score -1091764 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1091823.250000 Penalty: 4307.714844
	Iteration 10Q: 3 clusters Score -1091823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1091886.250000 Penalty: 4307.714844
	Iteration 11Q: 3 clusters Score -1091886 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1091948.875000 Penalty: 4307.714844
	Iteration 12Q: 3 clusters Score -1091949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1092007.500000 Penalty: 4307.714844
	Iteration 13Q: 3 clusters Score -1092008 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1092065.625000 Penalty: 4307.714844
	Iteration 14Q: 3 clusters Score -1092066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1092125.500000 Penalty: 4307.714844
	Iteration 15Q: 3 clusters Score -1092126 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1092198.000000 Penalty: 4307.714844
	Iteration 16Q: 3 clusters Score -1092198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1092277.625000 Penalty: 4307.714844
	Iteration 17Q: 3 clusters Score -1092278 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1092365.875000 Penalty: 4307.714844
	Iteration 18Q: 3 clusters Score -1092366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1092450.375000 Penalty: 4307.714844
	Iteration 19Q: 3 clusters Score -1092450 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1092518.375000 Penalty: 4307.714844
	Iteration 20F: 3 clusters Score -1092518 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1092580.625000 Penalty: 4307.714844
	Iteration 21Q: 3 clusters Score -1092581 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1092641.750000 Penalty: 4307.714844
	Iteration 22Q: 3 clusters Score -1092642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1092705.125000 Penalty: 4307.714844
	Iteration 23Q: 3 clusters Score -1092705 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1092751.500000 Penalty: 4307.714844
	Iteration 24Q: 3 clusters Score -1092752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1092780.375000 Penalty: 4307.714844
	Iteration 25Q: 3 clusters Score -1092780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1092809.125000 Penalty: 4307.714844
	Iteration 26Q: 3 clusters Score -1092809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1092833.000000 Penalty: 4307.714844
	Iteration 27Q: 3 clusters Score -1092833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1092855.875000 Penalty: 4307.714844
	Iteration 28Q: 3 clusters Score -1092856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1092872.250000 Penalty: 4307.714844
	Iteration 29Q: 3 clusters Score -1092872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1092890.875000 Penalty: 4307.714844
	Iteration 30Q: 3 clusters Score -1092891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1092904.000000 Penalty: 4307.714844
	Iteration 31Q: 3 clusters Score -1092904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1092914.375000 Penalty: 4307.714844
	Iteration 32Q: 3 clusters Score -1092914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1092924.750000 Penalty: 4307.714844
	Iteration 33Q: 3 clusters Score -1092925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1092933.125000 Penalty: 4307.714844
	Iteration 34Q: 3 clusters Score -1092933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1092938.250000 Penalty: 4307.714844
	Iteration 35Q: 3 clusters Score -1092938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1092937.875000 Penalty: 4307.714844
	Iteration 36Q: 3 clusters Score -1092938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1092938.500000 Penalty: 4307.714844
	Iteration 37Q: 3 clusters Score -1092938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1092937.875000 Penalty: 4307.714844
	Iteration 38Q: 3 clusters Score -1092938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1092939.500000 Penalty: 4307.714844
	Iteration 39Q: 3 clusters Score -1092940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1092940.000000 Penalty: 4307.714844
	Iteration 40F: 3 clusters Score -1092940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1092941.500000 Penalty: 4307.714844
	Iteration 41Q: 3 clusters Score -1092942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1092942.125000 Penalty: 4307.714844
	Iteration 42Q: 3 clusters Score -1092942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1092942.750000 Penalty: 4307.714844
	Iteration 43Q: 3 clusters Score -1092943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1092942.125000 Penalty: 4307.714844
	Iteration 44Q: 3 clusters Score -1092942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1092944.125000 Penalty: 4307.714844
	Iteration 45Q: 3 clusters Score -1092944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1092944.625000 Penalty: 4307.714844
	Iteration 46Q: 3 clusters Score -1092945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1092945.000000 Penalty: 4307.714844
	Iteration 47Q: 3 clusters Score -1092945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1092945.000000 Penalty: 4307.714844
	Iteration 48F: 3 clusters Score -1092945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (44334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Entering Unmasked Estep 
Score: -8281354.500000 Penalty: 2653.477783
	Iteration 0F: 2 clusters Score -8281354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8251887.000000 Penalty: 5306.955566
	Iteration 0F: 3 clusters Score -8251887 nChanged 20461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8262912.000000 Penalty: 5306.955566
	Iteration 1F: 3 clusters Score -8262912 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8263432.000000 Penalty: 5306.955566
	Iteration 2Q: 3 clusters Score -8263432 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -8263858.500000 Penalty: 5306.955566
	Iteration 3Q: 3 clusters Score -8263858 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -8264316.000000 Penalty: 5306.955566
	Iteration 4Q: 3 clusters Score -8264316 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -8264857.500000 Penalty: 5306.955566
	Iteration 5Q: 3 clusters Score -8264858 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -8265596.500000 Penalty: 5306.955566
	Iteration 6Q: 3 clusters Score -8265596 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -8266686.500000 Penalty: 5306.955566
	Iteration 7Q: 3 clusters Score -8266686 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -8268248.000000 Penalty: 5306.955566
	Iteration 8F: 3 clusters Score -8268248 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -8270600.000000 Penalty: 5306.955566
	Iteration 9F: 3 clusters Score -8270600 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8273481.500000 Penalty: 5306.955566
	Iteration 10F: 3 clusters Score -8273482 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -8276160.500000 Penalty: 5306.955566
	Iteration 11F: 3 clusters Score -8276160 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8277769.500000 Penalty: 5306.955566
	Iteration 12Q: 3 clusters Score -8277770 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8278494.000000 Penalty: 5306.955566
	Iteration 13Q: 3 clusters Score -8278494 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8278805.000000 Penalty: 5306.955566
	Iteration 14Q: 3 clusters Score -8278805 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8278952.000000 Penalty: 5306.955566
	Iteration 15Q: 3 clusters Score -8278952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8279008.000000 Penalty: 5306.955566
	Iteration 16Q: 3 clusters Score -8279008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -8279031.500000 Penalty: 5306.955566
	Iteration 17Q: 3 clusters Score -8279032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -8279053.500000 Penalty: 5306.955566
	Iteration 18Q: 3 clusters Score -8279054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8279059.000000 Penalty: 5306.955566
	Iteration 19Q: 3 clusters Score -8279059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8279057.500000 Penalty: 5306.955566
	Iteration 20F: 3 clusters Score -8279058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8279061.500000 Penalty: 5306.955566
	Iteration 21Q: 3 clusters Score -8279062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -8279063.500000 Penalty: 5306.955566
	Iteration 22Q: 3 clusters Score -8279064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -8279066.500000 Penalty: 5306.955566
	Iteration 23Q: 3 clusters Score -8279066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8279082.000000 Penalty: 5306.955566
	Iteration 24Q: 3 clusters Score -8279082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8279077.500000 Penalty: 5306.955566
	Iteration 25Q: 3 clusters Score -8279078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8279077.500000 Penalty: 5306.955566
	Iteration 26Q: 3 clusters Score -8279078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8279081.500000 Penalty: 5306.955566
	Iteration 27Q: 3 clusters Score -8279082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -8279087.000000 Penalty: 5306.955566
	Iteration 28Q: 3 clusters Score -8279087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8279087.500000 Penalty: 5306.955566
	Iteration 29Q: 3 clusters Score -8279088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8279087.500000 Penalty: 5306.955566
	Iteration 30F: 3 clusters Score -8279088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Entering Unmasked Estep 
Score: -117580.898438 Penalty: 1617.114136
	Iteration 0F: 2 clusters Score -117580.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -116029.765625 Penalty: 3234.228271
	Iteration 0F: 3 clusters Score -116029.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116397.625000 Penalty: 3234.228271
	Iteration 1F: 3 clusters Score -116397.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116729.828125 Penalty: 3234.228271
	Iteration 2F: 3 clusters Score -116729.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -117027.046875 Penalty: 3234.228271
	Iteration 3F: 3 clusters Score -117027 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117281.632812 Penalty: 3234.228271
	Iteration 4F: 3 clusters Score -117281.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117468.617188 Penalty: 3234.228271
	Iteration 5Q: 3 clusters Score -117468.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117599.890625 Penalty: 3234.228271
	Iteration 6Q: 3 clusters Score -117599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -117641.343750 Penalty: 3234.228271
	Iteration 7Q: 3 clusters Score -117641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117682.140625 Penalty: 3234.228271
	Iteration 8Q: 3 clusters Score -117682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117716.906250 Penalty: 3234.228271
	Iteration 9Q: 3 clusters Score -117716.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117724.984375 Penalty: 3234.228271
	Iteration 10Q: 3 clusters Score -117725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117728.085938 Penalty: 3234.228271
	Iteration 11Q: 3 clusters Score -117728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117728.085938 Penalty: 3234.228271
	Iteration 12F: 3 clusters Score -117728.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 48871 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26304 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44334 members 
Mstep: Class 29 contains 159 members 
Mstep: Class 30 contains 47074 members 
Mstep: Class 31 contains 50958 members 
Mstep: Class 32 contains 520 members 
Entering Unmasked Estep 
Score: -137158704.000000 Penalty: 107320.632812
Splitting cluster 29 changes total score from -137160448.000000 to -137158704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (47074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Entering Unmasked Estep 
Score: -8808831.000000 Penalty: 2668.350098
	Iteration 0F: 2 clusters Score -8808831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8779106.000000 Penalty: 5336.700195
	Iteration 0F: 3 clusters Score -8779106 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -8791215.000000 Penalty: 5336.700195
	Iteration 1F: 3 clusters Score -8791215 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -8791949.000000 Penalty: 5336.700195
	Iteration 2Q: 3 clusters Score -8791949 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8793006.000000 Penalty: 5336.700195
	Iteration 3Q: 3 clusters Score -8793006 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -8794432.000000 Penalty: 5336.700195
	Iteration 4F: 3 clusters Score -8794432 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -8796572.000000 Penalty: 5336.700195
	Iteration 5F: 3 clusters Score -8796572 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 29257 members 
Entering Unmasked Estep 
Score: -8799270.000000 Penalty: 5336.700195
	Iteration 6F: 3 clusters Score -8799270 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -8802408.000000 Penalty: 5336.700195
	Iteration 7F: 3 clusters Score -8802408 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8805167.000000 Penalty: 5336.700195
	Iteration 8F: 3 clusters Score -8805167 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -8806875.000000 Penalty: 5336.700195
	Iteration 9Q: 3 clusters Score -8806875 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8807640.000000 Penalty: 5336.700195
	Iteration 10Q: 3 clusters Score -8807640 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -8808172.000000 Penalty: 5336.700195
	Iteration 11Q: 3 clusters Score -8808172 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8808520.000000 Penalty: 5336.700195
	Iteration 12Q: 3 clusters Score -8808520 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -8808684.000000 Penalty: 5336.700195
	Iteration 13Q: 3 clusters Score -8808684 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -8808810.000000 Penalty: 5336.700195
	Iteration 14Q: 3 clusters Score -8808810 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -8808852.000000 Penalty: 5336.700195
	Iteration 15Q: 3 clusters Score -8808852 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -8808916.000000 Penalty: 5336.700195
	Iteration 16Q: 3 clusters Score -8808916 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -8808908.000000 Penalty: 5336.700195
	Iteration 17Q: 3 clusters Score -8808908 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -8808894.000000 Penalty: 5336.700195
	Iteration 18Q: 3 clusters Score -8808894 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -8808894.000000 Penalty: 5336.700195
	Iteration 19Q: 3 clusters Score -8808894 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8808889.000000 Penalty: 5336.700195
	Iteration 20F: 3 clusters Score -8808889 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -8808899.000000 Penalty: 5336.700195
	Iteration 21Q: 3 clusters Score -8808899 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -8808878.000000 Penalty: 5336.700195
	Iteration 22Q: 3 clusters Score -8808878 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8808899.000000 Penalty: 5336.700195
	Iteration 23Q: 3 clusters Score -8808899 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8808901.000000 Penalty: 5336.700195
	Iteration 24Q: 3 clusters Score -8808901 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -8808899.000000 Penalty: 5336.700195
	Iteration 25Q: 3 clusters Score -8808899 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -8808889.000000 Penalty: 5336.700195
	Iteration 26Q: 3 clusters Score -8808889 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8808857.000000 Penalty: 5336.700195
	Iteration 27Q: 3 clusters Score -8808857 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -8808841.000000 Penalty: 5336.700195
	Iteration 28Q: 3 clusters Score -8808841 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8808828.000000 Penalty: 5336.700195
	Iteration 29Q: 3 clusters Score -8808828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -8808768.000000 Penalty: 5336.700195
	Iteration 30Q: 3 clusters Score -8808768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -8808723.000000 Penalty: 5336.700195
	Iteration 31Q: 3 clusters Score -8808723 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8808712.000000 Penalty: 5336.700195
	Iteration 32Q: 3 clusters Score -8808712 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8808691.000000 Penalty: 5336.700195
	Iteration 33Q: 3 clusters Score -8808691 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -8808670.000000 Penalty: 5336.700195
	Iteration 34Q: 3 clusters Score -8808670 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8808624.000000 Penalty: 5336.700195
	Iteration 35Q: 3 clusters Score -8808624 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -8808587.000000 Penalty: 5336.700195
	Iteration 36Q: 3 clusters Score -8808587 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8808590.000000 Penalty: 5336.700195
	Iteration 37Q: 3 clusters Score -8808590 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8808547.000000 Penalty: 5336.700195
	Iteration 38Q: 3 clusters Score -8808547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8808562.000000 Penalty: 5336.700195
	Iteration 39Q: 3 clusters Score -8808562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8808546.000000 Penalty: 5336.700195
	Iteration 40F: 3 clusters Score -8808546 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -8808521.000000 Penalty: 5336.700195
	Iteration 41Q: 3 clusters Score -8808521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8808503.000000 Penalty: 5336.700195
	Iteration 42Q: 3 clusters Score -8808503 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -8808494.000000 Penalty: 5336.700195
	Iteration 43Q: 3 clusters Score -8808494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8808464.000000 Penalty: 5336.700195
	Iteration 44Q: 3 clusters Score -8808464 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 44372 members 
Entering Unmasked Estep 
Score: -8808430.000000 Penalty: 5336.700195
	Iteration 45Q: 3 clusters Score -8808430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8808393.000000 Penalty: 5336.700195
	Iteration 46Q: 3 clusters Score -8808393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8808389.000000 Penalty: 5336.700195
	Iteration 47Q: 3 clusters Score -8808389 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8808380.000000 Penalty: 5336.700195
	Iteration 48Q: 3 clusters Score -8808380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8808365.000000 Penalty: 5336.700195
	Iteration 49Q: 3 clusters Score -8808365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8808357.000000 Penalty: 5336.700195
	Iteration 50Q: 3 clusters Score -8808357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8808344.000000 Penalty: 5336.700195
	Iteration 51Q: 3 clusters Score -8808344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8808329.000000 Penalty: 5336.700195
	Iteration 52Q: 3 clusters Score -8808329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8808320.000000 Penalty: 5336.700195
	Iteration 53Q: 3 clusters Score -8808320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8808331.000000 Penalty: 5336.700195
	Iteration 54Q: 3 clusters Score -8808331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8808324.000000 Penalty: 5336.700195
	Iteration 55Q: 3 clusters Score -8808324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8808327.000000 Penalty: 5336.700195
	Iteration 56Q: 3 clusters Score -8808327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8808326.000000 Penalty: 5336.700195
	Iteration 57Q: 3 clusters Score -8808326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8808317.000000 Penalty: 5336.700195
	Iteration 58Q: 3 clusters Score -8808317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8808310.000000 Penalty: 5336.700195
	Iteration 59Q: 3 clusters Score -8808310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -8808314.000000 Penalty: 5336.700195
	Iteration 60F: 3 clusters Score -8808314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5336.700195
	Iteration 61Q: 3 clusters Score -8808302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8808304.000000 Penalty: 5336.700195
	Iteration 62Q: 3 clusters Score -8808304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5336.700195
	Iteration 63Q: 3 clusters Score -8808302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8808297.000000 Penalty: 5336.700195
	Iteration 64Q: 3 clusters Score -8808297 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -8808300.000000 Penalty: 5336.700195
	Iteration 65Q: 3 clusters Score -8808300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8808301.000000 Penalty: 5336.700195
	Iteration 66Q: 3 clusters Score -8808301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8808309.000000 Penalty: 5336.700195
	Iteration 67Q: 3 clusters Score -8808309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8808310.000000 Penalty: 5336.700195
	Iteration 68Q: 3 clusters Score -8808310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8808307.000000 Penalty: 5336.700195
	Iteration 69Q: 3 clusters Score -8808307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5336.700195
	Iteration 70Q: 3 clusters Score -8808302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8808302.000000 Penalty: 5336.700195
	Iteration 71Q: 3 clusters Score -8808302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8808299.000000 Penalty: 5336.700195
	Iteration 72Q: 3 clusters Score -8808299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -8808290.000000 Penalty: 5336.700195
	Iteration 73Q: 3 clusters Score -8808290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8808289.000000 Penalty: 5336.700195
	Iteration 74Q: 3 clusters Score -8808289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8808282.000000 Penalty: 5336.700195
	Iteration 75Q: 3 clusters Score -8808282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -8808276.000000 Penalty: 5336.700195
	Iteration 76Q: 3 clusters Score -8808276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -8808252.000000 Penalty: 5336.700195
	Iteration 77Q: 3 clusters Score -8808252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -8808252.000000 Penalty: 5336.700195
	Iteration 78Q: 3 clusters Score -8808252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8808243.000000 Penalty: 5336.700195
	Iteration 79Q: 3 clusters Score -8808243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8808238.000000 Penalty: 5336.700195
	Iteration 80F: 3 clusters Score -8808238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8808242.000000 Penalty: 5336.700195
	Iteration 81Q: 3 clusters Score -8808242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8808238.000000 Penalty: 5336.700195
	Iteration 82Q: 3 clusters Score -8808238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 44952 members 
Entering Unmasked Estep 
Score: -8808232.000000 Penalty: 5336.700195
	Iteration 83Q: 3 clusters Score -8808232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8808236.000000 Penalty: 5336.700195
	Iteration 84Q: 3 clusters Score -8808236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8808236.000000 Penalty: 5336.700195
	Iteration 85Q: 3 clusters Score -8808236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8808223.000000 Penalty: 5336.700195
	Iteration 86Q: 3 clusters Score -8808223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8808228.000000 Penalty: 5336.700195
	Iteration 87Q: 3 clusters Score -8808228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8808236.000000 Penalty: 5336.700195
	Iteration 88Q: 3 clusters Score -8808236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8808227.000000 Penalty: 5336.700195
	Iteration 89Q: 3 clusters Score -8808227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8808228.000000 Penalty: 5336.700195
	Iteration 90Q: 3 clusters Score -8808228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -8808221.000000 Penalty: 5336.700195
	Iteration 91Q: 3 clusters Score -8808221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8808217.000000 Penalty: 5336.700195
	Iteration 92Q: 3 clusters Score -8808217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -8808224.000000 Penalty: 5336.700195
	Iteration 93Q: 3 clusters Score -8808224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -8808217.000000 Penalty: 5336.700195
	Iteration 94Q: 3 clusters Score -8808217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8808221.000000 Penalty: 5336.700195
	Iteration 95Q: 3 clusters Score -8808221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8808207.000000 Penalty: 5336.700195
	Iteration 96Q: 3 clusters Score -8808207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8808197.000000 Penalty: 5336.700195
	Iteration 97Q: 3 clusters Score -8808197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -8808196.000000 Penalty: 5336.700195
	Iteration 98Q: 3 clusters Score -8808196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8808197.000000 Penalty: 5336.700195
	Iteration 99Q: 3 clusters Score -8808197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8808192.000000 Penalty: 5336.700195
	Iteration 100F: 3 clusters Score -8808192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8808195.000000 Penalty: 5336.700195
	Iteration 101Q: 3 clusters Score -8808195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8808195.000000 Penalty: 5336.700195
	Iteration 102F: 3 clusters Score -8808195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (50958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Entering Unmasked Estep 
Score: -9584140.000000 Penalty: 2688.011719
	Iteration 0F: 2 clusters Score -9584140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -9552741.000000 Penalty: 5376.023438
	Iteration 0F: 3 clusters Score -9552741 nChanged 23523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9565762.000000 Penalty: 5376.023438
	Iteration 1F: 3 clusters Score -9565762 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -9566355.000000 Penalty: 5376.023438
	Iteration 2Q: 3 clusters Score -9566355 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -9566833.000000 Penalty: 5376.023438
	Iteration 3Q: 3 clusters Score -9566833 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -9567188.000000 Penalty: 5376.023438
	Iteration 4Q: 3 clusters Score -9567188 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -9567605.000000 Penalty: 5376.023438
	Iteration 5Q: 3 clusters Score -9567605 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -9567965.000000 Penalty: 5376.023438
	Iteration 6Q: 3 clusters Score -9567965 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -9568374.000000 Penalty: 5376.023438
	Iteration 7Q: 3 clusters Score -9568374 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -9568807.000000 Penalty: 5376.023438
	Iteration 8Q: 3 clusters Score -9568807 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -9569397.000000 Penalty: 5376.023438
	Iteration 9Q: 3 clusters Score -9569397 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -9570186.000000 Penalty: 5376.023438
	Iteration 10Q: 3 clusters Score -9570186 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -9571191.000000 Penalty: 5376.023438
	Iteration 11Q: 3 clusters Score -9571191 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -9572644.000000 Penalty: 5376.023438
	Iteration 12Q: 3 clusters Score -9572644 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -9574339.000000 Penalty: 5376.023438
	Iteration 13F: 3 clusters Score -9574339 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -9576462.000000 Penalty: 5376.023438
	Iteration 14F: 3 clusters Score -9576462 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -9578361.000000 Penalty: 5376.023438
	Iteration 15F: 3 clusters Score -9578361 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -9579507.000000 Penalty: 5376.023438
	Iteration 16Q: 3 clusters Score -9579507 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -9580578.000000 Penalty: 5376.023438
	Iteration 17Q: 3 clusters Score -9580578 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -9581173.000000 Penalty: 5376.023438
	Iteration 18Q: 3 clusters Score -9581173 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9581509.000000 Penalty: 5376.023438
	Iteration 19Q: 3 clusters Score -9581509 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9581666.000000 Penalty: 5376.023438
	Iteration 20F: 3 clusters Score -9581666 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9581808.000000 Penalty: 5376.023438
	Iteration 21Q: 3 clusters Score -9581808 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9581931.000000 Penalty: 5376.023438
	Iteration 22Q: 3 clusters Score -9581931 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -9582038.000000 Penalty: 5376.023438
	Iteration 23Q: 3 clusters Score -9582038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9582092.000000 Penalty: 5376.023438
	Iteration 24Q: 3 clusters Score -9582092 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9582131.000000 Penalty: 5376.023438
	Iteration 25Q: 3 clusters Score -9582131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9582163.000000 Penalty: 5376.023438
	Iteration 26Q: 3 clusters Score -9582163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9582184.000000 Penalty: 5376.023438
	Iteration 27Q: 3 clusters Score -9582184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9582198.000000 Penalty: 5376.023438
	Iteration 28Q: 3 clusters Score -9582198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9582199.000000 Penalty: 5376.023438
	Iteration 29Q: 3 clusters Score -9582199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9582220.000000 Penalty: 5376.023438
	Iteration 30Q: 3 clusters Score -9582220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9582229.000000 Penalty: 5376.023438
	Iteration 31Q: 3 clusters Score -9582229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9582231.000000 Penalty: 5376.023438
	Iteration 32Q: 3 clusters Score -9582231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9582228.000000 Penalty: 5376.023438
	Iteration 33Q: 3 clusters Score -9582228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9582241.000000 Penalty: 5376.023438
	Iteration 34Q: 3 clusters Score -9582241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9582228.000000 Penalty: 5376.023438
	Iteration 35Q: 3 clusters Score -9582228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9582243.000000 Penalty: 5376.023438
	Iteration 36Q: 3 clusters Score -9582243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9582252.000000 Penalty: 5376.023438
	Iteration 37Q: 3 clusters Score -9582252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9582259.000000 Penalty: 5376.023438
	Iteration 38Q: 3 clusters Score -9582259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9582262.000000 Penalty: 5376.023438
	Iteration 39Q: 3 clusters Score -9582262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50259 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9582261.000000 Penalty: 5376.023438
	Iteration 40F: 3 clusters Score -9582261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9582259.000000 Penalty: 5376.023438
	Iteration 41Q: 3 clusters Score -9582259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9582269.000000 Penalty: 5376.023438
	Iteration 42Q: 3 clusters Score -9582269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9582273.000000 Penalty: 5376.023438
	Iteration 43Q: 3 clusters Score -9582273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9582289.000000 Penalty: 5376.023438
	Iteration 44Q: 3 clusters Score -9582289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9582276.000000 Penalty: 5376.023438
	Iteration 45Q: 3 clusters Score -9582276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9582284.000000 Penalty: 5376.023438
	Iteration 46Q: 3 clusters Score -9582284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9582282.000000 Penalty: 5376.023438
	Iteration 47Q: 3 clusters Score -9582282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9582288.000000 Penalty: 5376.023438
	Iteration 48Q: 3 clusters Score -9582288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9582286.000000 Penalty: 5376.023438
	Iteration 49Q: 3 clusters Score -9582286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9582286.000000 Penalty: 5376.023438
	Iteration 50F: 3 clusters Score -9582286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44208 members 
Mstep: Class 3 contains 48871 members 
Mstep: Class 4 contains 38023 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21487 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46851 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55295 members 
Mstep: Class 13 contains 6360 members 
Mstep: Class 14 contains 50017 members 
Mstep: Class 15 contains 28848 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26304 members 
Mstep: Class 18 contains 40994 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 6973 members 
Mstep: Class 22 contains 46928 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5913 members 
Mstep: Class 28 contains 44334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47074 members 
Mstep: Class 31 contains 50958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160512.000000 Penalty: 103966.859375
Iteration 479Q: 32 clusters Score -1.371605e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44213 members 
Mstep: Class 3 contains 48873 members 
Mstep: Class 4 contains 38026 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21482 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46855 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55289 members 
Mstep: Class 13 contains 6362 members 
Mstep: Class 14 contains 50013 members 
Mstep: Class 15 contains 28840 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26303 members 
Mstep: Class 18 contains 40999 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26488 members 
Mstep: Class 21 contains 6974 members 
Mstep: Class 22 contains 46906 members 
Mstep: Class 23 contains 5585 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48435 members 
Mstep: Class 27 contains 5915 members 
Mstep: Class 28 contains 44340 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47071 members 
Mstep: Class 31 contains 50964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160400.000000 Penalty: 103966.859375
Iteration 480F: 32 clusters Score -1.371604e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 48880 members 
Mstep: Class 4 contains 38026 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21474 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46858 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55268 members 
Mstep: Class 13 contains 6363 members 
Mstep: Class 14 contains 50012 members 
Mstep: Class 15 contains 28821 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 41011 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 46883 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4396 members 
Mstep: Class 26 contains 48450 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 44346 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47072 members 
Mstep: Class 31 contains 50970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160560.000000 Penalty: 103966.859375
Iteration 481Q: 32 clusters Score -1.371606e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 44256 members 
Mstep: Class 3 contains 48885 members 
Mstep: Class 4 contains 38031 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21461 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46885 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55255 members 
Mstep: Class 13 contains 6366 members 
Mstep: Class 14 contains 50011 members 
Mstep: Class 15 contains 28798 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 26308 members 
Mstep: Class 18 contains 41024 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6975 members 
Mstep: Class 22 contains 46863 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 48432 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 44346 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47066 members 
Mstep: Class 31 contains 50979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160848.000000 Penalty: 103966.859375
Iteration 482Q: 32 clusters Score -1.371608e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 44281 members 
Mstep: Class 3 contains 48878 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21457 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55249 members 
Mstep: Class 13 contains 6370 members 
Mstep: Class 14 contains 50022 members 
Mstep: Class 15 contains 28787 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26311 members 
Mstep: Class 18 contains 41030 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6977 members 
Mstep: Class 22 contains 46849 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 48434 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 44346 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47053 members 
Mstep: Class 31 contains 50987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160784.000000 Penalty: 103966.859375
Iteration 483Q: 32 clusters Score -1.371608e+08 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 44302 members 
Mstep: Class 3 contains 48867 members 
Mstep: Class 4 contains 38028 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46885 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55256 members 
Mstep: Class 13 contains 6373 members 
Mstep: Class 14 contains 50041 members 
Mstep: Class 15 contains 28777 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26308 members 
Mstep: Class 18 contains 41038 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26486 members 
Mstep: Class 21 contains 6979 members 
Mstep: Class 22 contains 46838 members 
Mstep: Class 23 contains 5587 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4395 members 
Mstep: Class 26 contains 48421 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 44334 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47042 members 
Mstep: Class 31 contains 50995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160880.000000 Penalty: 103966.859375
Iteration 484Q: 32 clusters Score -1.371609e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 44345 members 
Mstep: Class 3 contains 48852 members 
Mstep: Class 4 contains 38012 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21460 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55261 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 50052 members 
Mstep: Class 15 contains 28771 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26309 members 
Mstep: Class 18 contains 41043 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6980 members 
Mstep: Class 22 contains 46811 members 
Mstep: Class 23 contains 5584 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 48419 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 44337 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47040 members 
Mstep: Class 31 contains 50986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160832.000000 Penalty: 103966.859375
Iteration 485Q: 32 clusters Score -1.371608e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 44365 members 
Mstep: Class 3 contains 48841 members 
Mstep: Class 4 contains 38017 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21458 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46892 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55268 members 
Mstep: Class 13 contains 6375 members 
Mstep: Class 14 contains 50061 members 
Mstep: Class 15 contains 28756 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 41047 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6981 members 
Mstep: Class 22 contains 46794 members 
Mstep: Class 23 contains 5583 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 48414 members 
Mstep: Class 27 contains 5916 members 
Mstep: Class 28 contains 44349 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47040 members 
Mstep: Class 31 contains 50975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160896.000000 Penalty: 103966.859375
Iteration 486Q: 32 clusters Score -1.371609e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 44371 members 
Mstep: Class 3 contains 48841 members 
Mstep: Class 4 contains 38021 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21451 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55276 members 
Mstep: Class 13 contains 6379 members 
Mstep: Class 14 contains 50079 members 
Mstep: Class 15 contains 28755 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 41047 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6982 members 
Mstep: Class 22 contains 46780 members 
Mstep: Class 23 contains 5582 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 48394 members 
Mstep: Class 27 contains 5918 members 
Mstep: Class 28 contains 44352 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47039 members 
Mstep: Class 31 contains 50976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160832.000000 Penalty: 103966.859375
Iteration 487Q: 32 clusters Score -1.371608e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 44387 members 
Mstep: Class 3 contains 48837 members 
Mstep: Class 4 contains 38026 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21445 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46888 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55284 members 
Mstep: Class 13 contains 6383 members 
Mstep: Class 14 contains 50099 members 
Mstep: Class 15 contains 28750 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 41041 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26489 members 
Mstep: Class 21 contains 6985 members 
Mstep: Class 22 contains 46762 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 48383 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 44346 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47034 members 
Mstep: Class 31 contains 50982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160672.000000 Penalty: 103966.859375
Iteration 488Q: 32 clusters Score -1.371607e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 44399 members 
Mstep: Class 3 contains 48845 members 
Mstep: Class 4 contains 38022 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21443 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46871 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55289 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 50106 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26308 members 
Mstep: Class 18 contains 41048 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26487 members 
Mstep: Class 21 contains 6987 members 
Mstep: Class 22 contains 46759 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 48397 members 
Mstep: Class 27 contains 5917 members 
Mstep: Class 28 contains 44362 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47031 members 
Mstep: Class 31 contains 50958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160624.000000 Penalty: 103966.859375
Iteration 489Q: 32 clusters Score -1.371606e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 44410 members 
Mstep: Class 3 contains 48848 members 
Mstep: Class 4 contains 38036 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21442 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55286 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 50119 members 
Mstep: Class 15 contains 28726 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26305 members 
Mstep: Class 18 contains 41050 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26481 members 
Mstep: Class 21 contains 6992 members 
Mstep: Class 22 contains 46750 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48402 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 44365 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47033 members 
Mstep: Class 31 contains 50939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160416.000000 Penalty: 103966.859375
Iteration 490Q: 32 clusters Score -1.371604e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 44423 members 
Mstep: Class 3 contains 48841 members 
Mstep: Class 4 contains 38038 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21437 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46887 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55281 members 
Mstep: Class 13 contains 6380 members 
Mstep: Class 14 contains 50140 members 
Mstep: Class 15 contains 28719 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 26311 members 
Mstep: Class 18 contains 41057 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26480 members 
Mstep: Class 21 contains 6998 members 
Mstep: Class 22 contains 46734 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48400 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 44368 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47033 members 
Mstep: Class 31 contains 50931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 103966.859375
Iteration 491Q: 32 clusters Score -1.371605e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 44432 members 
Mstep: Class 3 contains 48853 members 
Mstep: Class 4 contains 38039 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21432 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55282 members 
Mstep: Class 13 contains 6381 members 
Mstep: Class 14 contains 50175 members 
Mstep: Class 15 contains 28711 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26310 members 
Mstep: Class 18 contains 41062 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26478 members 
Mstep: Class 21 contains 6999 members 
Mstep: Class 22 contains 46716 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48392 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 44374 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47031 members 
Mstep: Class 31 contains 50911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160416.000000 Penalty: 103966.859375
Iteration 492Q: 32 clusters Score -1.371604e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 44456 members 
Mstep: Class 3 contains 48850 members 
Mstep: Class 4 contains 38047 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21427 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55290 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 50186 members 
Mstep: Class 15 contains 28701 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26312 members 
Mstep: Class 18 contains 41071 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26472 members 
Mstep: Class 21 contains 7003 members 
Mstep: Class 22 contains 46694 members 
Mstep: Class 23 contains 5572 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48392 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47035 members 
Mstep: Class 31 contains 50862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160624.000000 Penalty: 103966.859375
Iteration 493Q: 32 clusters Score -1.371606e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 44463 members 
Mstep: Class 3 contains 48863 members 
Mstep: Class 4 contains 38053 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21423 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46877 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55304 members 
Mstep: Class 13 contains 6384 members 
Mstep: Class 14 contains 50197 members 
Mstep: Class 15 contains 28688 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26314 members 
Mstep: Class 18 contains 41068 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26468 members 
Mstep: Class 21 contains 7005 members 
Mstep: Class 22 contains 46682 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48403 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 44428 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47034 members 
Mstep: Class 31 contains 50825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160464.000000 Penalty: 103966.859375
Iteration 494Q: 32 clusters Score -1.371605e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 44456 members 
Mstep: Class 3 contains 48868 members 
Mstep: Class 4 contains 38053 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21415 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46878 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55305 members 
Mstep: Class 13 contains 6382 members 
Mstep: Class 14 contains 50237 members 
Mstep: Class 15 contains 28675 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26309 members 
Mstep: Class 18 contains 41076 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26467 members 
Mstep: Class 21 contains 7009 members 
Mstep: Class 22 contains 46667 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48421 members 
Mstep: Class 27 contains 5920 members 
Mstep: Class 28 contains 44440 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47039 members 
Mstep: Class 31 contains 50793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160384.000000 Penalty: 103966.859375
Iteration 495Q: 32 clusters Score -1.371604e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 44455 members 
Mstep: Class 3 contains 48884 members 
Mstep: Class 4 contains 38052 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21411 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46880 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55318 members 
Mstep: Class 13 contains 6386 members 
Mstep: Class 14 contains 50265 members 
Mstep: Class 15 contains 28659 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 41083 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26464 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 46640 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48435 members 
Mstep: Class 27 contains 5922 members 
Mstep: Class 28 contains 44447 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47040 members 
Mstep: Class 31 contains 50756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 496Q: 32 clusters Score -1.371603e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 44467 members 
Mstep: Class 3 contains 48892 members 
Mstep: Class 4 contains 38051 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21405 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46887 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55315 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 50246 members 
Mstep: Class 15 contains 28642 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26300 members 
Mstep: Class 18 contains 41097 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26462 members 
Mstep: Class 21 contains 7023 members 
Mstep: Class 22 contains 46621 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48441 members 
Mstep: Class 27 contains 5924 members 
Mstep: Class 28 contains 44465 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47044 members 
Mstep: Class 31 contains 50743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 497Q: 32 clusters Score -1.371603e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 44471 members 
Mstep: Class 3 contains 48908 members 
Mstep: Class 4 contains 38050 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21403 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46884 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55316 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 50240 members 
Mstep: Class 15 contains 28634 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26298 members 
Mstep: Class 18 contains 41100 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 46597 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48452 members 
Mstep: Class 27 contains 5925 members 
Mstep: Class 28 contains 44484 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47048 members 
Mstep: Class 31 contains 50732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 498Q: 32 clusters Score -1.371603e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 44472 members 
Mstep: Class 3 contains 48922 members 
Mstep: Class 4 contains 38049 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21401 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46874 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55317 members 
Mstep: Class 13 contains 6389 members 
Mstep: Class 14 contains 50233 members 
Mstep: Class 15 contains 28626 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 26303 members 
Mstep: Class 18 contains 41104 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26461 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 46581 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48465 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 44496 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47051 members 
Mstep: Class 31 contains 50710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160144.000000 Penalty: 103966.859375
Iteration 499Q: 32 clusters Score -1.371601e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 44472 members 
Mstep: Class 3 contains 48930 members 
Mstep: Class 4 contains 38060 members 
Mstep: Class 5 contains 784 members 
Mstep: Class 6 contains 1069 members 
Mstep: Class 7 contains 728 members 
Mstep: Class 8 contains 21401 members 
Mstep: Class 9 contains 1023 members 
Mstep: Class 10 contains 46880 members 
Mstep: Class 11 contains 1174 members 
Mstep: Class 12 contains 55323 members 
Mstep: Class 13 contains 6388 members 
Mstep: Class 14 contains 50215 members 
Mstep: Class 15 contains 28621 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 26304 members 
Mstep: Class 18 contains 41104 members 
Mstep: Class 19 contains 425 members 
Mstep: Class 20 contains 26462 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 46554 members 
Mstep: Class 23 contains 5563 members 
Mstep: Class 24 contains 2339 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 48455 members 
Mstep: Class 27 contains 5927 members 
Mstep: Class 28 contains 44508 members 
Mstep: Class 29 contains 679 members 
Mstep: Class 30 contains 47051 members 
Mstep: Class 31 contains 50710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 103966.859375
Iteration 500F: 32 clusters Score -1.371603e+08 nChanged 360
Maximum iterations exceeded
--- Evaluating fit on full set of 2239757 points ---
Entering Unmasked Estep 
Score: -417067648.000000 Penalty: 112412.992188
22->32 Clusters: Score -417067648.000000, best is -417180192.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 33831 members 
Mstep: Class 3 contains 34159 members 
Mstep: Class 4 contains 33866 members 
Mstep: Class 5 contains 33985 members 
Mstep: Class 6 contains 34236 members 
Mstep: Class 7 contains 33988 members 
Mstep: Class 8 contains 34131 members 
Mstep: Class 9 contains 33722 members 
Mstep: Class 10 contains 33732 members 
Mstep: Class 11 contains 34119 members 
Mstep: Class 12 contains 33602 members 
Mstep: Class 13 contains 34051 members 
Mstep: Class 14 contains 34018 members 
Mstep: Class 15 contains 33761 members 
Mstep: Class 16 contains 33760 members 
Mstep: Class 17 contains 33919 members 
Mstep: Class 18 contains 33771 members 
Mstep: Class 19 contains 33880 members 
Mstep: Class 20 contains 34102 members 
Mstep: Class 21 contains 33758 members 
Mstep: Class 22 contains 34168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2674.829102 but Gain 3353.765625
Score: -130736448.000000 Penalty: 70429.164062
Iteration 0F: 22 clusters Score -1.307364e+08 nChanged 712019
Entering Unmasked Mstep 
Mstep: Class 0 contains 1604 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 14898 members 
Mstep: Class 3 contains 129553 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 47191 members 
Mstep: Class 7 contains 67344 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 8319 members 
Mstep: Class 10 contains 27005 members 
Mstep: Class 11 contains 76454 members 
Mstep: Class 12 contains 18462 members 
Mstep: Class 13 contains 13037 members 
Mstep: Class 14 contains 7617 members 
Mstep: Class 15 contains 3014 members 
Mstep: Class 16 contains 28688 members 
Mstep: Class 17 contains 16085 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 40107 members 
Mstep: Class 20 contains 146179 members 
Mstep: Class 21 contains 51394 members 
Mstep: Class 22 contains 18510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 982.128601 but Gain 3353.773438
Score: -135473680.000000 Penalty: 67075.390625
Iteration 1F: 21 clusters Score -1.354737e+08 nChanged 333151
Entering Unmasked Mstep 
Mstep: Class 0 contains 1540 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9678 members 
Mstep: Class 3 contains 94999 members 
Mstep: Class 5 contains 1408 members 
Mstep: Class 6 contains 81652 members 
Mstep: Class 7 contains 31035 members 
Mstep: Class 8 contains 2096 members 
Mstep: Class 10 contains 18770 members 
Mstep: Class 11 contains 133242 members 
Mstep: Class 12 contains 4472 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 642 members 
Mstep: Class 16 contains 48316 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 3170 members 
Mstep: Class 19 contains 76753 members 
Mstep: Class 20 contains 118013 members 
Mstep: Class 21 contains 92943 members 
Mstep: Class 22 contains 5941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1667.505493 but Gain 3353.765625
Score: -136019056.000000 Penalty: 63721.625000
Iteration 2F: 20 clusters Score -1.360191e+08 nChanged 250402
Entering Unmasked Mstep 
Mstep: Class 0 contains 962 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 91772 members 
Mstep: Class 6 contains 106395 members 
Mstep: Class 7 contains 39425 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 10 contains 22831 members 
Mstep: Class 11 contains 64433 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 3923 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 81750 members 
Mstep: Class 17 contains 5050 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 117486 members 
Mstep: Class 20 contains 82150 members 
Mstep: Class 21 contains 94772 members 
Mstep: Class 22 contains 6532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136223040.000000 Penalty: 63721.625000
Iteration 3F: 20 clusters Score -1.36223e+08 nChanged 226498
Entering Unmasked Mstep 
Mstep: Class 0 contains 643 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 8638 members 
Mstep: Class 3 contains 86434 members 
Mstep: Class 6 contains 78963 members 
Mstep: Class 7 contains 54116 members 
Mstep: Class 8 contains 1204 members 
Mstep: Class 10 contains 28082 members 
Mstep: Class 11 contains 77464 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 3948 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 467 members 
Mstep: Class 16 contains 121930 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 2792 members 
Mstep: Class 19 contains 73289 members 
Mstep: Class 20 contains 104616 members 
Mstep: Class 21 contains 78353 members 
Mstep: Class 22 contains 6398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136366384.000000 Penalty: 63721.625000
Iteration 4F: 20 clusters Score -1.363664e+08 nChanged 192435
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9517 members 
Mstep: Class 3 contains 92375 members 
Mstep: Class 6 contains 89953 members 
Mstep: Class 7 contains 77462 members 
Mstep: Class 8 contains 988 members 
Mstep: Class 10 contains 34822 members 
Mstep: Class 11 contains 78629 members 
Mstep: Class 12 contains 5457 members 
Mstep: Class 13 contains 3532 members 
Mstep: Class 14 contains 1006 members 
Mstep: Class 15 contains 401 members 
Mstep: Class 16 contains 82400 members 
Mstep: Class 17 contains 3473 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 89923 members 
Mstep: Class 20 contains 78188 members 
Mstep: Class 21 contains 81689 members 
Mstep: Class 22 contains 5919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136514048.000000 Penalty: 63721.625000
Iteration 5F: 20 clusters Score -1.36514e+08 nChanged 136445
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 9356 members 
Mstep: Class 3 contains 74979 members 
Mstep: Class 6 contains 87370 members 
Mstep: Class 7 contains 98343 members 
Mstep: Class 8 contains 838 members 
Mstep: Class 10 contains 38771 members 
Mstep: Class 11 contains 70681 members 
Mstep: Class 12 contains 5051 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 367 members 
Mstep: Class 16 contains 95817 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 2374 members 
Mstep: Class 19 contains 79973 members 
Mstep: Class 20 contains 87670 members 
Mstep: Class 21 contains 73746 members 
Mstep: Class 22 contains 6174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136590384.000000 Penalty: 63721.625000
Iteration 6F: 20 clusters Score -1.365904e+08 nChanged 121669
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 9844 members 
Mstep: Class 3 contains 82262 members 
Mstep: Class 6 contains 87890 members 
Mstep: Class 7 contains 108940 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 10 contains 47631 members 
Mstep: Class 11 contains 63966 members 
Mstep: Class 12 contains 4322 members 
Mstep: Class 13 contains 3786 members 
Mstep: Class 14 contains 986 members 
Mstep: Class 15 contains 333 members 
Mstep: Class 16 contains 86812 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 77946 members 
Mstep: Class 20 contains 78279 members 
Mstep: Class 21 contains 72305 members 
Mstep: Class 22 contains 7811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136643008.000000 Penalty: 63721.625000
Iteration 7F: 20 clusters Score -1.36643e+08 nChanged 95767
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 10274 members 
Mstep: Class 3 contains 77250 members 
Mstep: Class 6 contains 87480 members 
Mstep: Class 7 contains 101331 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 10 contains 66025 members 
Mstep: Class 11 contains 60809 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 3959 members 
Mstep: Class 14 contains 978 members 
Mstep: Class 15 contains 315 members 
Mstep: Class 16 contains 89578 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 73708 members 
Mstep: Class 20 contains 76006 members 
Mstep: Class 21 contains 71327 members 
Mstep: Class 22 contains 10091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136706256.000000 Penalty: 63721.625000
Iteration 8F: 20 clusters Score -1.367063e+08 nChanged 87498
Entering Unmasked Mstep 
Mstep: Class 0 contains 232 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10469 members 
Mstep: Class 3 contains 73336 members 
Mstep: Class 6 contains 85507 members 
Mstep: Class 7 contains 92312 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 10 contains 91651 members 
Mstep: Class 11 contains 56354 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 3690 members 
Mstep: Class 14 contains 970 members 
Mstep: Class 15 contains 301 members 
Mstep: Class 16 contains 88479 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 1872 members 
Mstep: Class 19 contains 70365 members 
Mstep: Class 20 contains 73640 members 
Mstep: Class 21 contains 70364 members 
Mstep: Class 22 contains 11796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136737488.000000 Penalty: 63721.625000
Iteration 9F: 20 clusters Score -1.367375e+08 nChanged 91204
Entering Unmasked Mstep 
Mstep: Class 0 contains 199 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 72014 members 
Mstep: Class 6 contains 84220 members 
Mstep: Class 7 contains 89785 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 10 contains 101214 members 
Mstep: Class 11 contains 55082 members 
Mstep: Class 12 contains 3326 members 
Mstep: Class 13 contains 3289 members 
Mstep: Class 14 contains 956 members 
Mstep: Class 15 contains 292 members 
Mstep: Class 16 contains 88197 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 1741 members 
Mstep: Class 19 contains 67058 members 
Mstep: Class 20 contains 72688 members 
Mstep: Class 21 contains 69248 members 
Mstep: Class 22 contains 12874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136754032.000000 Penalty: 63721.625000
Iteration 10F: 20 clusters Score -1.36754e+08 nChanged 72703
Entering Unmasked Mstep 
Mstep: Class 0 contains 166 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 12948 members 
Mstep: Class 3 contains 72994 members 
Mstep: Class 6 contains 84609 members 
Mstep: Class 7 contains 99488 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 10 contains 86892 members 
Mstep: Class 11 contains 56906 members 
Mstep: Class 12 contains 3144 members 
Mstep: Class 13 contains 2952 members 
Mstep: Class 14 contains 943 members 
Mstep: Class 15 contains 283 members 
Mstep: Class 16 contains 89278 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 1663 members 
Mstep: Class 19 contains 64657 members 
Mstep: Class 20 contains 72840 members 
Mstep: Class 21 contains 68817 members 
Mstep: Class 22 contains 13395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136785152.000000 Penalty: 63721.625000
Iteration 11F: 20 clusters Score -1.367852e+08 nChanged 58396
Entering Unmasked Mstep 
Mstep: Class 0 contains 133 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 14604 members 
Mstep: Class 3 contains 72764 members 
Mstep: Class 6 contains 84096 members 
Mstep: Class 7 contains 99301 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 10 contains 87554 members 
Mstep: Class 11 contains 57226 members 
Mstep: Class 12 contains 3035 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 930 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 88810 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 62307 members 
Mstep: Class 20 contains 73167 members 
Mstep: Class 21 contains 67490 members 
Mstep: Class 22 contains 14151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136801008.000000 Penalty: 63721.625000
Iteration 12F: 20 clusters Score -1.36801e+08 nChanged 45472
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 16626 members 
Mstep: Class 3 contains 73297 members 
Mstep: Class 6 contains 83960 members 
Mstep: Class 7 contains 99700 members 
Mstep: Class 8 contains 794 members 
Mstep: Class 10 contains 84869 members 
Mstep: Class 11 contains 58401 members 
Mstep: Class 12 contains 3006 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 914 members 
Mstep: Class 15 contains 266 members 
Mstep: Class 16 contains 87954 members 
Mstep: Class 17 contains 3180 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 60533 members 
Mstep: Class 20 contains 73738 members 
Mstep: Class 21 contains 65729 members 
Mstep: Class 22 contains 14798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136817088.000000 Penalty: 63721.625000
Iteration 13F: 20 clusters Score -1.368171e+08 nChanged 39782
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 18962 members 
Mstep: Class 3 contains 73819 members 
Mstep: Class 6 contains 83655 members 
Mstep: Class 7 contains 99882 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 10 contains 81953 members 
Mstep: Class 11 contains 59498 members 
Mstep: Class 12 contains 2982 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 905 members 
Mstep: Class 15 contains 262 members 
Mstep: Class 16 contains 86781 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 1492 members 
Mstep: Class 19 contains 58841 members 
Mstep: Class 20 contains 74316 members 
Mstep: Class 21 contains 64156 members 
Mstep: Class 22 contains 15377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136829088.000000 Penalty: 63721.625000
Iteration 14F: 20 clusters Score -1.368291e+08 nChanged 35496
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 21714 members 
Mstep: Class 3 contains 74149 members 
Mstep: Class 6 contains 83364 members 
Mstep: Class 7 contains 99665 members 
Mstep: Class 8 contains 792 members 
Mstep: Class 10 contains 78997 members 
Mstep: Class 11 contains 60343 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 895 members 
Mstep: Class 15 contains 257 members 
Mstep: Class 16 contains 85406 members 
Mstep: Class 17 contains 3362 members 
Mstep: Class 18 contains 1468 members 
Mstep: Class 19 contains 57362 members 
Mstep: Class 20 contains 74771 members 
Mstep: Class 21 contains 62497 members 
Mstep: Class 22 contains 16009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136839472.000000 Penalty: 63721.625000
Iteration 15Q: 20 clusters Score -1.368395e+08 nChanged 31495
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 25214 members 
Mstep: Class 3 contains 74486 members 
Mstep: Class 6 contains 82887 members 
Mstep: Class 7 contains 99017 members 
Mstep: Class 8 contains 793 members 
Mstep: Class 10 contains 75957 members 
Mstep: Class 11 contains 60955 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 881 members 
Mstep: Class 15 contains 251 members 
Mstep: Class 16 contains 83905 members 
Mstep: Class 17 contains 3437 members 
Mstep: Class 18 contains 1457 members 
Mstep: Class 19 contains 56073 members 
Mstep: Class 20 contains 74733 members 
Mstep: Class 21 contains 60863 members 
Mstep: Class 22 contains 16704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136850544.000000 Penalty: 63721.625000
Iteration 16Q: 20 clusters Score -1.368505e+08 nChanged 28940
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 29587 members 
Mstep: Class 3 contains 74597 members 
Mstep: Class 6 contains 82353 members 
Mstep: Class 7 contains 98046 members 
Mstep: Class 8 contains 795 members 
Mstep: Class 10 contains 72600 members 
Mstep: Class 11 contains 61086 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 863 members 
Mstep: Class 15 contains 250 members 
Mstep: Class 16 contains 82812 members 
Mstep: Class 17 contains 3499 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 54821 members 
Mstep: Class 20 contains 74274 members 
Mstep: Class 21 contains 59198 members 
Mstep: Class 22 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3324.197021 but Gain 3353.769531
Score: -136861008.000000 Penalty: 60367.855469
Iteration 17Q: 19 clusters Score -1.36861e+08 nChanged 30010
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 35205 members 
Mstep: Class 3 contains 74314 members 
Mstep: Class 6 contains 81687 members 
Mstep: Class 7 contains 97448 members 
Mstep: Class 8 contains 823 members 
Mstep: Class 10 contains 68813 members 
Mstep: Class 11 contains 60834 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 14 contains 854 members 
Mstep: Class 15 contains 248 members 
Mstep: Class 16 contains 81596 members 
Mstep: Class 17 contains 3535 members 
Mstep: Class 18 contains 1434 members 
Mstep: Class 19 contains 53526 members 
Mstep: Class 20 contains 73393 members 
Mstep: Class 21 contains 57555 members 
Mstep: Class 22 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136876768.000000 Penalty: 60367.855469
Iteration 18Q: 19 clusters Score -1.368768e+08 nChanged 28551
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 42390 members 
Mstep: Class 3 contains 73478 members 
Mstep: Class 6 contains 81165 members 
Mstep: Class 7 contains 95515 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 10 contains 65123 members 
Mstep: Class 11 contains 60101 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 14 contains 848 members 
Mstep: Class 15 contains 246 members 
Mstep: Class 16 contains 80161 members 
Mstep: Class 17 contains 3525 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 51982 members 
Mstep: Class 20 contains 72007 members 
Mstep: Class 21 contains 55968 members 
Mstep: Class 22 contains 21411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136893792.000000 Penalty: 60367.855469
Iteration 19Q: 19 clusters Score -1.368938e+08 nChanged 30498
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 52147 members 
Mstep: Class 3 contains 71938 members 
Mstep: Class 6 contains 80531 members 
Mstep: Class 7 contains 93476 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 10 contains 61409 members 
Mstep: Class 11 contains 58982 members 
Mstep: Class 12 contains 2825 members 
Mstep: Class 14 contains 845 members 
Mstep: Class 15 contains 244 members 
Mstep: Class 16 contains 78576 members 
Mstep: Class 17 contains 3500 members 
Mstep: Class 18 contains 1432 members 
Mstep: Class 19 contains 50166 members 
Mstep: Class 20 contains 69853 members 
Mstep: Class 21 contains 54429 members 
Mstep: Class 22 contains 22726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136911312.000000 Penalty: 60367.855469
Iteration 20F: 19 clusters Score -1.369113e+08 nChanged 41816
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 69169 members 
Mstep: Class 3 contains 68638 members 
Mstep: Class 6 contains 79788 members 
Mstep: Class 7 contains 89971 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 10 contains 56598 members 
Mstep: Class 11 contains 56248 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 14 contains 842 members 
Mstep: Class 15 contains 242 members 
Mstep: Class 16 contains 76918 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 48085 members 
Mstep: Class 20 contains 66600 members 
Mstep: Class 21 contains 52862 members 
Mstep: Class 22 contains 23791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136922992.000000 Penalty: 60367.855469
Iteration 21F: 19 clusters Score -1.36923e+08 nChanged 52968
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55976 members 
Mstep: Class 2 contains 84700 members 
Mstep: Class 3 contains 63965 members 
Mstep: Class 6 contains 78774 members 
Mstep: Class 7 contains 86744 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 10 contains 51375 members 
Mstep: Class 11 contains 52340 members 
Mstep: Class 12 contains 2838 members 
Mstep: Class 14 contains 840 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 75996 members 
Mstep: Class 17 contains 3407 members 
Mstep: Class 18 contains 1433 members 
Mstep: Class 19 contains 46683 members 
Mstep: Class 20 contains 64406 members 
Mstep: Class 21 contains 51332 members 
Mstep: Class 22 contains 24667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136925920.000000 Penalty: 60367.855469
Iteration 22F: 19 clusters Score -1.369259e+08 nChanged 51923
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 66201 members 
Mstep: Class 2 contains 86609 members 
Mstep: Class 3 contains 61091 members 
Mstep: Class 6 contains 77486 members 
Mstep: Class 7 contains 83202 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 10 contains 50080 members 
Mstep: Class 11 contains 52086 members 
Mstep: Class 12 contains 2851 members 
Mstep: Class 14 contains 838 members 
Mstep: Class 15 contains 238 members 
Mstep: Class 16 contains 74479 members 
Mstep: Class 17 contains 3426 members 
Mstep: Class 18 contains 1430 members 
Mstep: Class 19 contains 45797 members 
Mstep: Class 20 contains 63819 members 
Mstep: Class 21 contains 50565 members 
Mstep: Class 22 contains 25521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136929280.000000 Penalty: 60367.855469
Iteration 23F: 19 clusters Score -1.369293e+08 nChanged 39732
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 74843 members 
Mstep: Class 2 contains 82596 members 
Mstep: Class 3 contains 59996 members 
Mstep: Class 6 contains 76564 members 
Mstep: Class 7 contains 81902 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 10 contains 49718 members 
Mstep: Class 11 contains 51873 members 
Mstep: Class 12 contains 2869 members 
Mstep: Class 14 contains 832 members 
Mstep: Class 15 contains 236 members 
Mstep: Class 16 contains 73806 members 
Mstep: Class 17 contains 3495 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 45109 members 
Mstep: Class 20 contains 64030 members 
Mstep: Class 21 contains 50168 members 
Mstep: Class 22 contains 26255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930032.000000 Penalty: 60367.855469
Iteration 24F: 19 clusters Score -1.3693e+08 nChanged 30892
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 78025 members 
Mstep: Class 2 contains 78034 members 
Mstep: Class 3 contains 60558 members 
Mstep: Class 6 contains 76158 members 
Mstep: Class 7 contains 81500 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 10 contains 50607 members 
Mstep: Class 11 contains 51970 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 14 contains 825 members 
Mstep: Class 15 contains 237 members 
Mstep: Class 16 contains 73431 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 1428 members 
Mstep: Class 19 contains 44536 members 
Mstep: Class 20 contains 64721 members 
Mstep: Class 21 contains 50350 members 
Mstep: Class 22 contains 26988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136930144.000000 Penalty: 60367.855469
Iteration 25Q: 19 clusters Score -1.369301e+08 nChanged 25406
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 76836 members 
Mstep: Class 2 contains 76225 members 
Mstep: Class 3 contains 61550 members 
Mstep: Class 6 contains 76016 members 
Mstep: Class 7 contains 80708 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 10 contains 51804 members 
Mstep: Class 11 contains 52282 members 
Mstep: Class 12 contains 2893 members 
Mstep: Class 14 contains 822 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 72978 members 
Mstep: Class 17 contains 3462 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 44106 members 
Mstep: Class 20 contains 65661 members 
Mstep: Class 21 contains 51006 members 
Mstep: Class 22 contains 27712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136931568.000000 Penalty: 60367.855469
Iteration 26Q: 19 clusters Score -1.369316e+08 nChanged 20722
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 2 contains 75256 members 
Mstep: Class 3 contains 62563 members 
Mstep: Class 6 contains 75857 members 
Mstep: Class 7 contains 80034 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 10 contains 52496 members 
Mstep: Class 11 contains 52674 members 
Mstep: Class 12 contains 2906 members 
Mstep: Class 14 contains 814 members 
Mstep: Class 15 contains 235 members 
Mstep: Class 16 contains 72667 members 
Mstep: Class 17 contains 3459 members 
Mstep: Class 18 contains 1426 members 
Mstep: Class 19 contains 43794 members 
Mstep: Class 20 contains 66791 members 
Mstep: Class 21 contains 51784 members 
Mstep: Class 22 contains 28371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136931536.000000 Penalty: 60367.855469
Iteration 27Q: 19 clusters Score -1.369315e+08 nChanged 18031
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 74232 members 
Mstep: Class 3 contains 63366 members 
Mstep: Class 6 contains 75662 members 
Mstep: Class 7 contains 79403 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 10 contains 52973 members 
Mstep: Class 11 contains 52961 members 
Mstep: Class 12 contains 2918 members 
Mstep: Class 14 contains 811 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 72499 members 
Mstep: Class 17 contains 3447 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 20 contains 68074 members 
Mstep: Class 21 contains 52442 members 
Mstep: Class 22 contains 28966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136932784.000000 Penalty: 60367.855469
Iteration 28Q: 19 clusters Score -1.369328e+08 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 71126 members 
Mstep: Class 2 contains 73226 members 
Mstep: Class 3 contains 64161 members 
Mstep: Class 6 contains 75467 members 
Mstep: Class 7 contains 78789 members 
Mstep: Class 8 contains 801 members 
Mstep: Class 10 contains 53251 members 
Mstep: Class 11 contains 53347 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 72248 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 43340 members 
Mstep: Class 20 contains 69317 members 
Mstep: Class 21 contains 53095 members 
Mstep: Class 22 contains 29530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136934176.000000 Penalty: 60367.855469
Iteration 29Q: 19 clusters Score -1.369342e+08 nChanged 15865
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 72335 members 
Mstep: Class 3 contains 64953 members 
Mstep: Class 6 contains 75344 members 
Mstep: Class 7 contains 78161 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 10 contains 53499 members 
Mstep: Class 11 contains 53555 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 14 contains 805 members 
Mstep: Class 15 contains 233 members 
Mstep: Class 16 contains 71998 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 43159 members 
Mstep: Class 20 contains 70502 members 
Mstep: Class 21 contains 53718 members 
Mstep: Class 22 contains 30051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136935600.000000 Penalty: 60367.855469
Iteration 30Q: 19 clusters Score -1.369356e+08 nChanged 15002
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 71431 members 
Mstep: Class 3 contains 65580 members 
Mstep: Class 6 contains 75254 members 
Mstep: Class 7 contains 77535 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 10 contains 53719 members 
Mstep: Class 11 contains 53706 members 
Mstep: Class 12 contains 2952 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 71709 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42987 members 
Mstep: Class 20 contains 71815 members 
Mstep: Class 21 contains 54236 members 
Mstep: Class 22 contains 30516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136937360.000000 Penalty: 60367.855469
Iteration 31Q: 19 clusters Score -1.369374e+08 nChanged 14392
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 67393 members 
Mstep: Class 2 contains 70629 members 
Mstep: Class 3 contains 66073 members 
Mstep: Class 6 contains 75160 members 
Mstep: Class 7 contains 76924 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 10 contains 53924 members 
Mstep: Class 11 contains 53816 members 
Mstep: Class 12 contains 2962 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 71446 members 
Mstep: Class 17 contains 3390 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42840 members 
Mstep: Class 20 contains 73143 members 
Mstep: Class 21 contains 54666 members 
Mstep: Class 22 contains 30902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136940160.000000 Penalty: 60367.855469
Iteration 32Q: 19 clusters Score -1.369402e+08 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 69784 members 
Mstep: Class 3 contains 66416 members 
Mstep: Class 6 contains 75075 members 
Mstep: Class 7 contains 76469 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 10 contains 54009 members 
Mstep: Class 11 contains 53898 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 71252 members 
Mstep: Class 17 contains 3389 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42697 members 
Mstep: Class 20 contains 74486 members 
Mstep: Class 21 contains 54755 members 
Mstep: Class 22 contains 31204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136940896.000000 Penalty: 60367.855469
Iteration 33Q: 19 clusters Score -1.369409e+08 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 66858 members 
Mstep: Class 2 contains 68905 members 
Mstep: Class 3 contains 66671 members 
Mstep: Class 6 contains 75008 members 
Mstep: Class 7 contains 76093 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 10 contains 54174 members 
Mstep: Class 11 contains 53955 members 
Mstep: Class 12 contains 2989 members 
Mstep: Class 14 contains 775 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 71148 members 
Mstep: Class 17 contains 3388 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42507 members 
Mstep: Class 20 contains 75525 members 
Mstep: Class 21 contains 54631 members 
Mstep: Class 22 contains 31432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942656.000000 Penalty: 60367.855469
Iteration 34Q: 19 clusters Score -1.369427e+08 nChanged 12215
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 68123 members 
Mstep: Class 3 contains 66925 members 
Mstep: Class 6 contains 74921 members 
Mstep: Class 7 contains 75567 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 10 contains 54364 members 
Mstep: Class 11 contains 54075 members 
Mstep: Class 12 contains 2996 members 
Mstep: Class 14 contains 767 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 71042 members 
Mstep: Class 17 contains 3399 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42383 members 
Mstep: Class 20 contains 76309 members 
Mstep: Class 21 contains 54467 members 
Mstep: Class 22 contains 31668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136944128.000000 Penalty: 60367.855469
Iteration 35Q: 19 clusters Score -1.369441e+08 nChanged 11590
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 67352 members 
Mstep: Class 2 contains 67427 members 
Mstep: Class 3 contains 67167 members 
Mstep: Class 6 contains 74871 members 
Mstep: Class 7 contains 75174 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 10 contains 54448 members 
Mstep: Class 11 contains 54118 members 
Mstep: Class 12 contains 3002 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70898 members 
Mstep: Class 17 contains 3432 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42311 members 
Mstep: Class 20 contains 76959 members 
Mstep: Class 21 contains 54291 members 
Mstep: Class 22 contains 31845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136944816.000000 Penalty: 60367.855469
Iteration 36Q: 19 clusters Score -1.369448e+08 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 67808 members 
Mstep: Class 2 contains 66730 members 
Mstep: Class 3 contains 67495 members 
Mstep: Class 6 contains 74848 members 
Mstep: Class 7 contains 74825 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 10 contains 54437 members 
Mstep: Class 11 contains 54159 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70767 members 
Mstep: Class 17 contains 3450 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42292 members 
Mstep: Class 20 contains 77424 members 
Mstep: Class 21 contains 54072 members 
Mstep: Class 22 contains 31987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136945312.000000 Penalty: 60367.855469
Iteration 37Q: 19 clusters Score -1.369453e+08 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 68234 members 
Mstep: Class 2 contains 66084 members 
Mstep: Class 3 contains 67887 members 
Mstep: Class 6 contains 74841 members 
Mstep: Class 7 contains 74436 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 10 contains 54412 members 
Mstep: Class 11 contains 54211 members 
Mstep: Class 12 contains 3012 members 
Mstep: Class 14 contains 752 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70690 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42298 members 
Mstep: Class 20 contains 77763 members 
Mstep: Class 21 contains 53902 members 
Mstep: Class 22 contains 32069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136946416.000000 Penalty: 60367.855469
Iteration 38Q: 19 clusters Score -1.369464e+08 nChanged 9797
Entering ConstructFrom: 
Score: -136946416.000000 Penalty: 60367.855469
Entering ConstructFrom: 
Trying to split cluster 1 (68594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Entering Unmasked Estep 
Score: -12778504.000000 Penalty: 2761.718262
	Iteration 0F: 2 clusters Score -1.27785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -12747682.000000 Penalty: 5523.436523
	Iteration 0F: 3 clusters Score -1.274768e+07 nChanged 31981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -12765766.000000 Penalty: 5523.436523
	Iteration 1F: 3 clusters Score -1.276577e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -12767043.000000 Penalty: 5523.436523
	Iteration 2Q: 3 clusters Score -1.276704e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -12768963.000000 Penalty: 5523.436523
	Iteration 3F: 3 clusters Score -1.276896e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -12771690.000000 Penalty: 5523.436523
	Iteration 4F: 3 clusters Score -1.277169e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -12774787.000000 Penalty: 5523.436523
	Iteration 5F: 3 clusters Score -1.277479e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -12777434.000000 Penalty: 5523.436523
	Iteration 6F: 3 clusters Score -1.277743e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -12779109.000000 Penalty: 5523.436523
	Iteration 7F: 3 clusters Score -1.277911e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57939 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -12780239.000000 Penalty: 5523.436523
	Iteration 8Q: 3 clusters Score -1.278024e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58893 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -12780706.000000 Penalty: 5523.436523
	Iteration 9Q: 3 clusters Score -1.278071e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -12780918.000000 Penalty: 5523.436523
	Iteration 10Q: 3 clusters Score -1.278092e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -12780919.000000 Penalty: 5523.436523
	Iteration 11Q: 3 clusters Score -1.278092e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -12780925.000000 Penalty: 5523.436523
	Iteration 12Q: 3 clusters Score -1.278092e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60253 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -12780932.000000 Penalty: 5523.436523
	Iteration 13Q: 3 clusters Score -1.278093e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -12780922.000000 Penalty: 5523.436523
	Iteration 14Q: 3 clusters Score -1.278092e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -12780925.000000 Penalty: 5523.436523
	Iteration 15Q: 3 clusters Score -1.278092e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -12780975.000000 Penalty: 5523.436523
	Iteration 16Q: 3 clusters Score -1.278098e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -12780922.000000 Penalty: 5523.436523
	Iteration 17Q: 3 clusters Score -1.278092e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60643 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -12780931.000000 Penalty: 5523.436523
	Iteration 18Q: 3 clusters Score -1.278093e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -12780931.000000 Penalty: 5523.436523
	Iteration 19Q: 3 clusters Score -1.278093e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -12780939.000000 Penalty: 5523.436523
	Iteration 20F: 3 clusters Score -1.278094e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -12780946.000000 Penalty: 5523.436523
	Iteration 21Q: 3 clusters Score -1.278095e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60809 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -12780952.000000 Penalty: 5523.436523
	Iteration 22Q: 3 clusters Score -1.278095e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60843 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -12780931.000000 Penalty: 5523.436523
	Iteration 23Q: 3 clusters Score -1.278093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -12780923.000000 Penalty: 5523.436523
	Iteration 24Q: 3 clusters Score -1.278092e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -12780945.000000 Penalty: 5523.436523
	Iteration 25Q: 3 clusters Score -1.278094e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -12780957.000000 Penalty: 5523.436523
	Iteration 26Q: 3 clusters Score -1.278096e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -12780949.000000 Penalty: 5523.436523
	Iteration 27Q: 3 clusters Score -1.278095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -12780923.000000 Penalty: 5523.436523
	Iteration 28Q: 3 clusters Score -1.278092e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -12780909.000000 Penalty: 5523.436523
	Iteration 29Q: 3 clusters Score -1.278091e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60984 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -12780909.000000 Penalty: 5523.436523
	Iteration 30Q: 3 clusters Score -1.278091e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -12780904.000000 Penalty: 5523.436523
	Iteration 31Q: 3 clusters Score -1.27809e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61022 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -12780896.000000 Penalty: 5523.436523
	Iteration 32Q: 3 clusters Score -1.27809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61054 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -12780900.000000 Penalty: 5523.436523
	Iteration 33Q: 3 clusters Score -1.27809e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61071 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -12780874.000000 Penalty: 5523.436523
	Iteration 34Q: 3 clusters Score -1.278087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61089 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -12780903.000000 Penalty: 5523.436523
	Iteration 35Q: 3 clusters Score -1.27809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61100 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -12780900.000000 Penalty: 5523.436523
	Iteration 36Q: 3 clusters Score -1.27809e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -12780872.000000 Penalty: 5523.436523
	Iteration 37Q: 3 clusters Score -1.278087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61121 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -12780872.000000 Penalty: 5523.436523
	Iteration 38Q: 3 clusters Score -1.278087e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -12780875.000000 Penalty: 5523.436523
	Iteration 39Q: 3 clusters Score -1.278088e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -12780851.000000 Penalty: 5523.436523
	Iteration 40F: 3 clusters Score -1.278085e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -12780835.000000 Penalty: 5523.436523
	Iteration 41Q: 3 clusters Score -1.278084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61172 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -12780845.000000 Penalty: 5523.436523
	Iteration 42Q: 3 clusters Score -1.278084e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61180 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -12780856.000000 Penalty: 5523.436523
	Iteration 43Q: 3 clusters Score -1.278086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -12780861.000000 Penalty: 5523.436523
	Iteration 44Q: 3 clusters Score -1.278086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -12780844.000000 Penalty: 5523.436523
	Iteration 45Q: 3 clusters Score -1.278084e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61195 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -12780840.000000 Penalty: 5523.436523
	Iteration 46Q: 3 clusters Score -1.278084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61207 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -12780841.000000 Penalty: 5523.436523
	Iteration 47Q: 3 clusters Score -1.278084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61220 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -12780823.000000 Penalty: 5523.436523
	Iteration 48Q: 3 clusters Score -1.278082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -12780815.000000 Penalty: 5523.436523
	Iteration 49Q: 3 clusters Score -1.278082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61228 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -12780812.000000 Penalty: 5523.436523
	Iteration 50Q: 3 clusters Score -1.278081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -12780822.000000 Penalty: 5523.436523
	Iteration 51Q: 3 clusters Score -1.278082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -12780813.000000 Penalty: 5523.436523
	Iteration 52Q: 3 clusters Score -1.278081e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -12780810.000000 Penalty: 5523.436523
	Iteration 53Q: 3 clusters Score -1.278081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -12780810.000000 Penalty: 5523.436523
	Iteration 54Q: 3 clusters Score -1.278081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61233 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -12780795.000000 Penalty: 5523.436523
	Iteration 55Q: 3 clusters Score -1.27808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -12780803.000000 Penalty: 5523.436523
	Iteration 56Q: 3 clusters Score -1.27808e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61238 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -12780785.000000 Penalty: 5523.436523
	Iteration 57Q: 3 clusters Score -1.278078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61242 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -12780801.000000 Penalty: 5523.436523
	Iteration 58Q: 3 clusters Score -1.27808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -12780785.000000 Penalty: 5523.436523
	Iteration 59Q: 3 clusters Score -1.278078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -12780789.000000 Penalty: 5523.436523
	Iteration 60F: 3 clusters Score -1.278079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -12780778.000000 Penalty: 5523.436523
	Iteration 61Q: 3 clusters Score -1.278078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -12780785.000000 Penalty: 5523.436523
	Iteration 62Q: 3 clusters Score -1.278078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -12780772.000000 Penalty: 5523.436523
	Iteration 63Q: 3 clusters Score -1.278077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -12780776.000000 Penalty: 5523.436523
	Iteration 64Q: 3 clusters Score -1.278078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -12780772.000000 Penalty: 5523.436523
	Iteration 65Q: 3 clusters Score -1.278077e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61277 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -12780769.000000 Penalty: 5523.436523
	Iteration 66Q: 3 clusters Score -1.278077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61276 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -12780748.000000 Penalty: 5523.436523
	Iteration 67Q: 3 clusters Score -1.278075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -12780751.000000 Penalty: 5523.436523
	Iteration 68Q: 3 clusters Score -1.278075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -12780741.000000 Penalty: 5523.436523
	Iteration 69Q: 3 clusters Score -1.278074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -12780756.000000 Penalty: 5523.436523
	Iteration 70Q: 3 clusters Score -1.278076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61263 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -12780757.000000 Penalty: 5523.436523
	Iteration 71Q: 3 clusters Score -1.278076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61259 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -12780765.000000 Penalty: 5523.436523
	Iteration 72Q: 3 clusters Score -1.278076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -12780758.000000 Penalty: 5523.436523
	Iteration 73Q: 3 clusters Score -1.278076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -12780758.000000 Penalty: 5523.436523
	Iteration 74Q: 3 clusters Score -1.278076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -12780758.000000 Penalty: 5523.436523
	Iteration 75Q: 3 clusters Score -1.278076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -12780758.000000 Penalty: 5523.436523
	Iteration 76Q: 3 clusters Score -1.278076e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -12780760.000000 Penalty: 5523.436523
	Iteration 77Q: 3 clusters Score -1.278076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -12780760.000000 Penalty: 5523.436523
	Iteration 78F: 3 clusters Score -1.278076e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 68313 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 6 contains 74869 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Entering Unmasked Estep 
Score: -136948688.000000 Penalty: 63721.625000
Splitting cluster 1 changes total score from -136946416.000000 to -136948688.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (65667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Entering Unmasked Estep 
Score: -12257601.000000 Penalty: 2750.903320
	Iteration 0F: 2 clusters Score -1.22576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -12230019.000000 Penalty: 5501.806641
	Iteration 0F: 3 clusters Score -1.223002e+07 nChanged 30831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -12247848.000000 Penalty: 5501.806641
	Iteration 1F: 3 clusters Score -1.224785e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -12248972.000000 Penalty: 5501.806641
	Iteration 2Q: 3 clusters Score -1.224897e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -12250228.000000 Penalty: 5501.806641
	Iteration 3F: 3 clusters Score -1.225023e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -12252068.000000 Penalty: 5501.806641
	Iteration 4F: 3 clusters Score -1.225207e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -12254263.000000 Penalty: 5501.806641
	Iteration 5F: 3 clusters Score -1.225426e+07 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -12256271.000000 Penalty: 5501.806641
	Iteration 6F: 3 clusters Score -1.225627e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -12256969.000000 Penalty: 5501.806641
	Iteration 7F: 3 clusters Score -1.225697e+07 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -12256563.000000 Penalty: 5501.806641
	Iteration 8F: 3 clusters Score -1.225656e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 59336 members 
Entering Unmasked Estep 
Score: -12256529.000000 Penalty: 5501.806641
	Iteration 9Q: 3 clusters Score -1.225653e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -12256289.000000 Penalty: 5501.806641
	Iteration 10Q: 3 clusters Score -1.225629e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 62192 members 
Entering Unmasked Estep 
Score: -12256181.000000 Penalty: 5501.806641
	Iteration 11Q: 3 clusters Score -1.225618e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 62895 members 
Entering Unmasked Estep 
Score: -12256082.000000 Penalty: 5501.806641
	Iteration 12Q: 3 clusters Score -1.225608e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -12256027.000000 Penalty: 5501.806641
	Iteration 13Q: 3 clusters Score -1.225603e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 63669 members 
Entering Unmasked Estep 
Score: -12255946.000000 Penalty: 5501.806641
	Iteration 14Q: 3 clusters Score -1.225595e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -12255871.000000 Penalty: 5501.806641
	Iteration 15Q: 3 clusters Score -1.225587e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64098 members 
Entering Unmasked Estep 
Score: -12255856.000000 Penalty: 5501.806641
	Iteration 16Q: 3 clusters Score -1.225586e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 64239 members 
Entering Unmasked Estep 
Score: -12255833.000000 Penalty: 5501.806641
	Iteration 17Q: 3 clusters Score -1.225583e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 64333 members 
Entering Unmasked Estep 
Score: -12255852.000000 Penalty: 5501.806641
	Iteration 18Q: 3 clusters Score -1.225585e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 64411 members 
Entering Unmasked Estep 
Score: -12255893.000000 Penalty: 5501.806641
	Iteration 19Q: 3 clusters Score -1.225589e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -12255883.000000 Penalty: 5501.806641
	Iteration 20F: 3 clusters Score -1.225588e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -12255887.000000 Penalty: 5501.806641
	Iteration 21Q: 3 clusters Score -1.225589e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 64540 members 
Entering Unmasked Estep 
Score: -12255885.000000 Penalty: 5501.806641
	Iteration 22Q: 3 clusters Score -1.225588e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -12255874.000000 Penalty: 5501.806641
	Iteration 23Q: 3 clusters Score -1.225587e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -12255875.000000 Penalty: 5501.806641
	Iteration 24Q: 3 clusters Score -1.225588e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -12255877.000000 Penalty: 5501.806641
	Iteration 25Q: 3 clusters Score -1.225588e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -12255899.000000 Penalty: 5501.806641
	Iteration 26Q: 3 clusters Score -1.22559e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 64716 members 
Entering Unmasked Estep 
Score: -12255928.000000 Penalty: 5501.806641
	Iteration 27Q: 3 clusters Score -1.225593e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -12255946.000000 Penalty: 5501.806641
	Iteration 28Q: 3 clusters Score -1.225595e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -12255958.000000 Penalty: 5501.806641
	Iteration 29Q: 3 clusters Score -1.225596e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 64798 members 
Entering Unmasked Estep 
Score: -12255934.000000 Penalty: 5501.806641
	Iteration 30Q: 3 clusters Score -1.225593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -12255910.000000 Penalty: 5501.806641
	Iteration 31Q: 3 clusters Score -1.225591e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 64827 members 
Entering Unmasked Estep 
Score: -12255913.000000 Penalty: 5501.806641
	Iteration 32Q: 3 clusters Score -1.225591e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -12255920.000000 Penalty: 5501.806641
	Iteration 33Q: 3 clusters Score -1.225592e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 64842 members 
Entering Unmasked Estep 
Score: -12255929.000000 Penalty: 5501.806641
	Iteration 34Q: 3 clusters Score -1.225593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -12255920.000000 Penalty: 5501.806641
	Iteration 35Q: 3 clusters Score -1.225592e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 64855 members 
Entering Unmasked Estep 
Score: -12255936.000000 Penalty: 5501.806641
	Iteration 36Q: 3 clusters Score -1.225594e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -12255918.000000 Penalty: 5501.806641
	Iteration 37Q: 3 clusters Score -1.225592e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -12255916.000000 Penalty: 5501.806641
	Iteration 38Q: 3 clusters Score -1.225592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 64873 members 
Entering Unmasked Estep 
Score: -12255906.000000 Penalty: 5501.806641
	Iteration 39Q: 3 clusters Score -1.225591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 64876 members 
Entering Unmasked Estep 
Score: -12255895.000000 Penalty: 5501.806641
	Iteration 40F: 3 clusters Score -1.22559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -12255904.000000 Penalty: 5501.806641
	Iteration 41Q: 3 clusters Score -1.22559e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -12255902.000000 Penalty: 5501.806641
	Iteration 42Q: 3 clusters Score -1.22559e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -12255900.000000 Penalty: 5501.806641
	Iteration 43Q: 3 clusters Score -1.22559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64885 members 
Entering Unmasked Estep 
Score: -12255908.000000 Penalty: 5501.806641
	Iteration 44Q: 3 clusters Score -1.225591e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 64887 members 
Entering Unmasked Estep 
Score: -12255911.000000 Penalty: 5501.806641
	Iteration 45Q: 3 clusters Score -1.225591e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -12255920.000000 Penalty: 5501.806641
	Iteration 46Q: 3 clusters Score -1.225592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -12255914.000000 Penalty: 5501.806641
	Iteration 47Q: 3 clusters Score -1.225591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -12255926.000000 Penalty: 5501.806641
	Iteration 48Q: 3 clusters Score -1.225593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -12255927.000000 Penalty: 5501.806641
	Iteration 49Q: 3 clusters Score -1.225593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -12255932.000000 Penalty: 5501.806641
	Iteration 50Q: 3 clusters Score -1.225593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -12255931.000000 Penalty: 5501.806641
	Iteration 51Q: 3 clusters Score -1.225593e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -12255935.000000 Penalty: 5501.806641
	Iteration 52Q: 3 clusters Score -1.225594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -12255925.000000 Penalty: 5501.806641
	Iteration 53Q: 3 clusters Score -1.225592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -12255930.000000 Penalty: 5501.806641
	Iteration 54Q: 3 clusters Score -1.225593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -12255931.000000 Penalty: 5501.806641
	Iteration 55Q: 3 clusters Score -1.225593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -12255936.000000 Penalty: 5501.806641
	Iteration 56Q: 3 clusters Score -1.225594e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -12255939.000000 Penalty: 5501.806641
	Iteration 57Q: 3 clusters Score -1.225594e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -12255931.000000 Penalty: 5501.806641
	Iteration 58Q: 3 clusters Score -1.225593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 64902 members 
Entering Unmasked Estep 
Score: -12255931.000000 Penalty: 5501.806641
	Iteration 59F: 3 clusters Score -1.225593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (68313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Entering Unmasked Estep 
Score: -12943498.000000 Penalty: 2760.699951
	Iteration 0F: 2 clusters Score -1.29435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -12918906.000000 Penalty: 5521.399902
	Iteration 0F: 3 clusters Score -1.291891e+07 nChanged 31818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -12936925.000000 Penalty: 5521.399902
	Iteration 1F: 3 clusters Score -1.293692e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -12937866.000000 Penalty: 5521.399902
	Iteration 2Q: 3 clusters Score -1.293787e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -12939036.000000 Penalty: 5521.399902
	Iteration 3Q: 3 clusters Score -1.293904e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -12940273.000000 Penalty: 5521.399902
	Iteration 4F: 3 clusters Score -1.294027e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -12941865.000000 Penalty: 5521.399902
	Iteration 5F: 3 clusters Score -1.294186e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -12943167.000000 Penalty: 5521.399902
	Iteration 6F: 3 clusters Score -1.294317e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -12944668.000000 Penalty: 5521.399902
	Iteration 7F: 3 clusters Score -1.294467e+07 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -12946282.000000 Penalty: 5521.399902
	Iteration 8F: 3 clusters Score -1.294628e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -12947938.000000 Penalty: 5521.399902
	Iteration 9F: 3 clusters Score -1.294794e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -12949457.000000 Penalty: 5521.399902
	Iteration 10Q: 3 clusters Score -1.294946e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -12950478.000000 Penalty: 5521.399902
	Iteration 11Q: 3 clusters Score -1.295048e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -12950896.000000 Penalty: 5521.399902
	Iteration 12Q: 3 clusters Score -1.29509e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -12951189.000000 Penalty: 5521.399902
	Iteration 13Q: 3 clusters Score -1.295119e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -12951420.000000 Penalty: 5521.399902
	Iteration 14Q: 3 clusters Score -1.295142e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -12951594.000000 Penalty: 5521.399902
	Iteration 15Q: 3 clusters Score -1.295159e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -12951798.000000 Penalty: 5521.399902
	Iteration 16Q: 3 clusters Score -1.29518e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -12951834.000000 Penalty: 5521.399902
	Iteration 17Q: 3 clusters Score -1.295183e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -12951877.000000 Penalty: 5521.399902
	Iteration 18Q: 3 clusters Score -1.295188e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -12952139.000000 Penalty: 5521.399902
	Iteration 19Q: 3 clusters Score -1.295214e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -12952500.000000 Penalty: 5521.399902
	Iteration 20F: 3 clusters Score -1.29525e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -12952821.000000 Penalty: 5521.399902
	Iteration 21Q: 3 clusters Score -1.295282e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -12953034.000000 Penalty: 5521.399902
	Iteration 22Q: 3 clusters Score -1.295303e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -12953058.000000 Penalty: 5521.399902
	Iteration 23Q: 3 clusters Score -1.295306e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -12953187.000000 Penalty: 5521.399902
	Iteration 24Q: 3 clusters Score -1.295319e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -12953248.000000 Penalty: 5521.399902
	Iteration 25Q: 3 clusters Score -1.295325e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -12953303.000000 Penalty: 5521.399902
	Iteration 26Q: 3 clusters Score -1.29533e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -12953309.000000 Penalty: 5521.399902
	Iteration 27Q: 3 clusters Score -1.295331e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -12953305.000000 Penalty: 5521.399902
	Iteration 28Q: 3 clusters Score -1.29533e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -12953379.000000 Penalty: 5521.399902
	Iteration 29Q: 3 clusters Score -1.295338e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -12953345.000000 Penalty: 5521.399902
	Iteration 30Q: 3 clusters Score -1.295334e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -12953355.000000 Penalty: 5521.399902
	Iteration 31Q: 3 clusters Score -1.295336e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -12953412.000000 Penalty: 5521.399902
	Iteration 32Q: 3 clusters Score -1.295341e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -12953363.000000 Penalty: 5521.399902
	Iteration 33Q: 3 clusters Score -1.295336e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47479 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -12953212.000000 Penalty: 5521.399902
	Iteration 34Q: 3 clusters Score -1.295321e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -12953070.000000 Penalty: 5521.399902
	Iteration 35Q: 3 clusters Score -1.295307e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -12952918.000000 Penalty: 5521.399902
	Iteration 36Q: 3 clusters Score -1.295292e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -12952728.000000 Penalty: 5521.399902
	Iteration 37Q: 3 clusters Score -1.295273e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -12952676.000000 Penalty: 5521.399902
	Iteration 38Q: 3 clusters Score -1.295268e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -12952616.000000 Penalty: 5521.399902
	Iteration 39Q: 3 clusters Score -1.295262e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -12952989.000000 Penalty: 5521.399902
	Iteration 40F: 3 clusters Score -1.295299e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -12952763.000000 Penalty: 5521.399902
	Iteration 41Q: 3 clusters Score -1.295276e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -12952477.000000 Penalty: 5521.399902
	Iteration 42Q: 3 clusters Score -1.295248e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -12952283.000000 Penalty: 5521.399902
	Iteration 43Q: 3 clusters Score -1.295228e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49935 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -12952184.000000 Penalty: 5521.399902
	Iteration 44Q: 3 clusters Score -1.295218e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -12952142.000000 Penalty: 5521.399902
	Iteration 45Q: 3 clusters Score -1.295214e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -12952142.000000 Penalty: 5521.399902
	Iteration 46Q: 3 clusters Score -1.295214e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -12952066.000000 Penalty: 5521.399902
	Iteration 47Q: 3 clusters Score -1.295207e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -12952106.000000 Penalty: 5521.399902
	Iteration 48Q: 3 clusters Score -1.295211e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -12952163.000000 Penalty: 5521.399902
	Iteration 49Q: 3 clusters Score -1.295216e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -12952185.000000 Penalty: 5521.399902
	Iteration 50Q: 3 clusters Score -1.295218e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -12952175.000000 Penalty: 5521.399902
	Iteration 51Q: 3 clusters Score -1.295218e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -12952148.000000 Penalty: 5521.399902
	Iteration 52Q: 3 clusters Score -1.295215e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -12952107.000000 Penalty: 5521.399902
	Iteration 53Q: 3 clusters Score -1.295211e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -12952125.000000 Penalty: 5521.399902
	Iteration 54Q: 3 clusters Score -1.295212e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -12952162.000000 Penalty: 5521.399902
	Iteration 55Q: 3 clusters Score -1.295216e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48778 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -12952176.000000 Penalty: 5521.399902
	Iteration 56Q: 3 clusters Score -1.295218e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -12952234.000000 Penalty: 5521.399902
	Iteration 57Q: 3 clusters Score -1.295223e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -12952237.000000 Penalty: 5521.399902
	Iteration 58Q: 3 clusters Score -1.295224e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -12952257.000000 Penalty: 5521.399902
	Iteration 59Q: 3 clusters Score -1.295226e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -12952285.000000 Penalty: 5521.399902
	Iteration 60F: 3 clusters Score -1.295228e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -12952329.000000 Penalty: 5521.399902
	Iteration 61Q: 3 clusters Score -1.295233e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -12952344.000000 Penalty: 5521.399902
	Iteration 62Q: 3 clusters Score -1.295234e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -12952337.000000 Penalty: 5521.399902
	Iteration 63Q: 3 clusters Score -1.295234e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -12952323.000000 Penalty: 5521.399902
	Iteration 64Q: 3 clusters Score -1.295232e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47740 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -12952330.000000 Penalty: 5521.399902
	Iteration 65Q: 3 clusters Score -1.295233e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -12952359.000000 Penalty: 5521.399902
	Iteration 66Q: 3 clusters Score -1.295236e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -12952340.000000 Penalty: 5521.399902
	Iteration 67Q: 3 clusters Score -1.295234e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -12952300.000000 Penalty: 5521.399902
	Iteration 68Q: 3 clusters Score -1.29523e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -12952321.000000 Penalty: 5521.399902
	Iteration 69Q: 3 clusters Score -1.295232e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -12952362.000000 Penalty: 5521.399902
	Iteration 70Q: 3 clusters Score -1.295236e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -12952355.000000 Penalty: 5521.399902
	Iteration 71Q: 3 clusters Score -1.295236e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -12952364.000000 Penalty: 5521.399902
	Iteration 72Q: 3 clusters Score -1.295236e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -12952380.000000 Penalty: 5521.399902
	Iteration 73Q: 3 clusters Score -1.295238e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -12952388.000000 Penalty: 5521.399902
	Iteration 74Q: 3 clusters Score -1.295239e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -12952389.000000 Penalty: 5521.399902
	Iteration 75Q: 3 clusters Score -1.295239e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -12952378.000000 Penalty: 5521.399902
	Iteration 76Q: 3 clusters Score -1.295238e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -12952408.000000 Penalty: 5521.399902
	Iteration 77Q: 3 clusters Score -1.295241e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -12952396.000000 Penalty: 5521.399902
	Iteration 78Q: 3 clusters Score -1.29524e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -12952446.000000 Penalty: 5521.399902
	Iteration 79Q: 3 clusters Score -1.295245e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -12952476.000000 Penalty: 5521.399902
	Iteration 80F: 3 clusters Score -1.295248e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -12952535.000000 Penalty: 5521.399902
	Iteration 81Q: 3 clusters Score -1.295254e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -12952469.000000 Penalty: 5521.399902
	Iteration 82Q: 3 clusters Score -1.295247e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -12952430.000000 Penalty: 5521.399902
	Iteration 83Q: 3 clusters Score -1.295243e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -12952459.000000 Penalty: 5521.399902
	Iteration 84Q: 3 clusters Score -1.295246e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -12952479.000000 Penalty: 5521.399902
	Iteration 85Q: 3 clusters Score -1.295248e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -12952480.000000 Penalty: 5521.399902
	Iteration 86Q: 3 clusters Score -1.295248e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -12952478.000000 Penalty: 5521.399902
	Iteration 87Q: 3 clusters Score -1.295248e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -12952479.000000 Penalty: 5521.399902
	Iteration 88Q: 3 clusters Score -1.295248e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -12952506.000000 Penalty: 5521.399902
	Iteration 89Q: 3 clusters Score -1.295251e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -12952472.000000 Penalty: 5521.399902
	Iteration 90Q: 3 clusters Score -1.295247e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -12952451.000000 Penalty: 5521.399902
	Iteration 91Q: 3 clusters Score -1.295245e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -12952449.000000 Penalty: 5521.399902
	Iteration 92Q: 3 clusters Score -1.295245e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -12952482.000000 Penalty: 5521.399902
	Iteration 93Q: 3 clusters Score -1.295248e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -12952504.000000 Penalty: 5521.399902
	Iteration 94Q: 3 clusters Score -1.29525e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -12952498.000000 Penalty: 5521.399902
	Iteration 95Q: 3 clusters Score -1.29525e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -12952464.000000 Penalty: 5521.399902
	Iteration 96Q: 3 clusters Score -1.295246e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -12952521.000000 Penalty: 5521.399902
	Iteration 97Q: 3 clusters Score -1.295252e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -12952537.000000 Penalty: 5521.399902
	Iteration 98Q: 3 clusters Score -1.295254e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -12952530.000000 Penalty: 5521.399902
	Iteration 99Q: 3 clusters Score -1.295253e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -12952523.000000 Penalty: 5521.399902
	Iteration 100F: 3 clusters Score -1.295252e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -12952479.000000 Penalty: 5521.399902
	Iteration 101Q: 3 clusters Score -1.295248e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -12952501.000000 Penalty: 5521.399902
	Iteration 102Q: 3 clusters Score -1.29525e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -12952493.000000 Penalty: 5521.399902
	Iteration 103Q: 3 clusters Score -1.295249e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -12952526.000000 Penalty: 5521.399902
	Iteration 104Q: 3 clusters Score -1.295253e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -12952492.000000 Penalty: 5521.399902
	Iteration 105Q: 3 clusters Score -1.295249e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -12952457.000000 Penalty: 5521.399902
	Iteration 106Q: 3 clusters Score -1.295246e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -12952417.000000 Penalty: 5521.399902
	Iteration 107Q: 3 clusters Score -1.295242e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -12952435.000000 Penalty: 5521.399902
	Iteration 108Q: 3 clusters Score -1.295244e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -12952468.000000 Penalty: 5521.399902
	Iteration 109Q: 3 clusters Score -1.295247e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -12952485.000000 Penalty: 5521.399902
	Iteration 110Q: 3 clusters Score -1.295248e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -12952518.000000 Penalty: 5521.399902
	Iteration 111Q: 3 clusters Score -1.295252e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -12952529.000000 Penalty: 5521.399902
	Iteration 112Q: 3 clusters Score -1.295253e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -12952539.000000 Penalty: 5521.399902
	Iteration 113Q: 3 clusters Score -1.295254e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -12952563.000000 Penalty: 5521.399902
	Iteration 114Q: 3 clusters Score -1.295256e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -12952527.000000 Penalty: 5521.399902
	Iteration 115Q: 3 clusters Score -1.295253e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -12952564.000000 Penalty: 5521.399902
	Iteration 116Q: 3 clusters Score -1.295256e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -12952548.000000 Penalty: 5521.399902
	Iteration 117Q: 3 clusters Score -1.295255e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -12952534.000000 Penalty: 5521.399902
	Iteration 118Q: 3 clusters Score -1.295253e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -12952558.000000 Penalty: 5521.399902
	Iteration 119Q: 3 clusters Score -1.295256e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -12952566.000000 Penalty: 5521.399902
	Iteration 120F: 3 clusters Score -1.295257e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -12952556.000000 Penalty: 5521.399902
	Iteration 121Q: 3 clusters Score -1.295256e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -12952635.000000 Penalty: 5521.399902
	Iteration 122Q: 3 clusters Score -1.295264e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -12952682.000000 Penalty: 5521.399902
	Iteration 123Q: 3 clusters Score -1.295268e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -12952681.000000 Penalty: 5521.399902
	Iteration 124Q: 3 clusters Score -1.295268e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -12952683.000000 Penalty: 5521.399902
	Iteration 125Q: 3 clusters Score -1.295268e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -12952688.000000 Penalty: 5521.399902
	Iteration 126Q: 3 clusters Score -1.295269e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -12952715.000000 Penalty: 5521.399902
	Iteration 127Q: 3 clusters Score -1.295272e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -12952715.000000 Penalty: 5521.399902
	Iteration 128Q: 3 clusters Score -1.295272e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -12952755.000000 Penalty: 5521.399902
	Iteration 129Q: 3 clusters Score -1.295276e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -12952739.000000 Penalty: 5521.399902
	Iteration 130Q: 3 clusters Score -1.295274e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -12952728.000000 Penalty: 5521.399902
	Iteration 131Q: 3 clusters Score -1.295273e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -12952754.000000 Penalty: 5521.399902
	Iteration 132Q: 3 clusters Score -1.295275e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -12952775.000000 Penalty: 5521.399902
	Iteration 133Q: 3 clusters Score -1.295278e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -12952806.000000 Penalty: 5521.399902
	Iteration 134Q: 3 clusters Score -1.295281e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -12952818.000000 Penalty: 5521.399902
	Iteration 135Q: 3 clusters Score -1.295282e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -12952862.000000 Penalty: 5521.399902
	Iteration 136Q: 3 clusters Score -1.295286e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -12952837.000000 Penalty: 5521.399902
	Iteration 137Q: 3 clusters Score -1.295284e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -12952885.000000 Penalty: 5521.399902
	Iteration 138Q: 3 clusters Score -1.295288e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -12952863.000000 Penalty: 5521.399902
	Iteration 139Q: 3 clusters Score -1.295286e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -12952870.000000 Penalty: 5521.399902
	Iteration 140F: 3 clusters Score -1.295287e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -12952859.000000 Penalty: 5521.399902
	Iteration 141Q: 3 clusters Score -1.295286e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -12952873.000000 Penalty: 5521.399902
	Iteration 142Q: 3 clusters Score -1.295287e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -12952885.000000 Penalty: 5521.399902
	Iteration 143Q: 3 clusters Score -1.295288e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -12952897.000000 Penalty: 5521.399902
	Iteration 144Q: 3 clusters Score -1.29529e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -12952893.000000 Penalty: 5521.399902
	Iteration 145Q: 3 clusters Score -1.295289e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 29767 members 
Entering Unmasked Estep 
Score: -12952923.000000 Penalty: 5521.399902
	Iteration 146Q: 3 clusters Score -1.295292e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -12952896.000000 Penalty: 5521.399902
	Iteration 147Q: 3 clusters Score -1.29529e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -12952911.000000 Penalty: 5521.399902
	Iteration 148Q: 3 clusters Score -1.295291e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -12952919.000000 Penalty: 5521.399902
	Iteration 149Q: 3 clusters Score -1.295292e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -12952914.000000 Penalty: 5521.399902
	Iteration 150Q: 3 clusters Score -1.295291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -12952912.000000 Penalty: 5521.399902
	Iteration 151Q: 3 clusters Score -1.295291e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -12952926.000000 Penalty: 5521.399902
	Iteration 152Q: 3 clusters Score -1.295293e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 5521.399902
	Iteration 153Q: 3 clusters Score -1.295293e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -12952918.000000 Penalty: 5521.399902
	Iteration 154Q: 3 clusters Score -1.295292e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -12952912.000000 Penalty: 5521.399902
	Iteration 155Q: 3 clusters Score -1.295291e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -12952938.000000 Penalty: 5521.399902
	Iteration 156Q: 3 clusters Score -1.295294e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -12952929.000000 Penalty: 5521.399902
	Iteration 157Q: 3 clusters Score -1.295293e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37985 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -12952926.000000 Penalty: 5521.399902
	Iteration 158Q: 3 clusters Score -1.295293e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -12952940.000000 Penalty: 5521.399902
	Iteration 159Q: 3 clusters Score -1.295294e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -12952917.000000 Penalty: 5521.399902
	Iteration 160F: 3 clusters Score -1.295292e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -12952933.000000 Penalty: 5521.399902
	Iteration 161Q: 3 clusters Score -1.295293e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -12952914.000000 Penalty: 5521.399902
	Iteration 162Q: 3 clusters Score -1.295291e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -12952937.000000 Penalty: 5521.399902
	Iteration 163Q: 3 clusters Score -1.295294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -12952918.000000 Penalty: 5521.399902
	Iteration 164Q: 3 clusters Score -1.295292e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -12952931.000000 Penalty: 5521.399902
	Iteration 165Q: 3 clusters Score -1.295293e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -12952916.000000 Penalty: 5521.399902
	Iteration 166Q: 3 clusters Score -1.295292e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -12952935.000000 Penalty: 5521.399902
	Iteration 167Q: 3 clusters Score -1.295294e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -12952933.000000 Penalty: 5521.399902
	Iteration 168Q: 3 clusters Score -1.295293e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -12952937.000000 Penalty: 5521.399902
	Iteration 169Q: 3 clusters Score -1.295294e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -12952945.000000 Penalty: 5521.399902
	Iteration 170Q: 3 clusters Score -1.295294e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 5521.399902
	Iteration 171Q: 3 clusters Score -1.295293e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -12952934.000000 Penalty: 5521.399902
	Iteration 172Q: 3 clusters Score -1.295293e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -12952910.000000 Penalty: 5521.399902
	Iteration 173Q: 3 clusters Score -1.295291e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -12952941.000000 Penalty: 5521.399902
	Iteration 174Q: 3 clusters Score -1.295294e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -12952937.000000 Penalty: 5521.399902
	Iteration 175Q: 3 clusters Score -1.295294e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -12952931.000000 Penalty: 5521.399902
	Iteration 176Q: 3 clusters Score -1.295293e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -12952942.000000 Penalty: 5521.399902
	Iteration 177Q: 3 clusters Score -1.295294e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 5521.399902
	Iteration 178Q: 3 clusters Score -1.295293e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -12952911.000000 Penalty: 5521.399902
	Iteration 179Q: 3 clusters Score -1.295291e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -12952885.000000 Penalty: 5521.399902
	Iteration 180F: 3 clusters Score -1.295288e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -12952916.000000 Penalty: 5521.399902
	Iteration 181Q: 3 clusters Score -1.295292e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -12952894.000000 Penalty: 5521.399902
	Iteration 182Q: 3 clusters Score -1.295289e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -12952894.000000 Penalty: 5521.399902
	Iteration 183Q: 3 clusters Score -1.295289e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -12952895.000000 Penalty: 5521.399902
	Iteration 184Q: 3 clusters Score -1.29529e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -12952927.000000 Penalty: 5521.399902
	Iteration 185Q: 3 clusters Score -1.295293e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -12952942.000000 Penalty: 5521.399902
	Iteration 186Q: 3 clusters Score -1.295294e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -12952928.000000 Penalty: 5521.399902
	Iteration 187Q: 3 clusters Score -1.295293e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -12952936.000000 Penalty: 5521.399902
	Iteration 188Q: 3 clusters Score -1.295294e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -12952945.000000 Penalty: 5521.399902
	Iteration 189Q: 3 clusters Score -1.295294e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -12952942.000000 Penalty: 5521.399902
	Iteration 190Q: 3 clusters Score -1.295294e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -12952936.000000 Penalty: 5521.399902
	Iteration 191Q: 3 clusters Score -1.295294e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -12952937.000000 Penalty: 5521.399902
	Iteration 192Q: 3 clusters Score -1.295294e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -12952942.000000 Penalty: 5521.399902
	Iteration 193Q: 3 clusters Score -1.295294e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -12952937.000000 Penalty: 5521.399902
	Iteration 194Q: 3 clusters Score -1.295294e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -12952912.000000 Penalty: 5521.399902
	Iteration 195Q: 3 clusters Score -1.295291e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -12952917.000000 Penalty: 5521.399902
	Iteration 196Q: 3 clusters Score -1.295292e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -12952922.000000 Penalty: 5521.399902
	Iteration 197Q: 3 clusters Score -1.295292e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -12952910.000000 Penalty: 5521.399902
	Iteration 198Q: 3 clusters Score -1.295291e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -12952894.000000 Penalty: 5521.399902
	Iteration 199Q: 3 clusters Score -1.295289e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -12952936.000000 Penalty: 5521.399902
	Iteration 200F: 3 clusters Score -1.295294e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -12952969.000000 Penalty: 5521.399902
	Iteration 201Q: 3 clusters Score -1.295297e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -12952984.000000 Penalty: 5521.399902
	Iteration 202Q: 3 clusters Score -1.295298e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 30234 members 
Entering Unmasked Estep 
Score: -12952974.000000 Penalty: 5521.399902
	Iteration 203Q: 3 clusters Score -1.295297e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -12952989.000000 Penalty: 5521.399902
	Iteration 204Q: 3 clusters Score -1.295299e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -12952979.000000 Penalty: 5521.399902
	Iteration 205Q: 3 clusters Score -1.295298e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -12952988.000000 Penalty: 5521.399902
	Iteration 206Q: 3 clusters Score -1.295299e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -12952973.000000 Penalty: 5521.399902
	Iteration 207Q: 3 clusters Score -1.295297e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -12952982.000000 Penalty: 5521.399902
	Iteration 208Q: 3 clusters Score -1.295298e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -12953014.000000 Penalty: 5521.399902
	Iteration 209Q: 3 clusters Score -1.295301e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -12953057.000000 Penalty: 5521.399902
	Iteration 210Q: 3 clusters Score -1.295306e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -12953060.000000 Penalty: 5521.399902
	Iteration 211Q: 3 clusters Score -1.295306e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 29958 members 
Entering Unmasked Estep 
Score: -12953057.000000 Penalty: 5521.399902
	Iteration 212Q: 3 clusters Score -1.295306e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -12953076.000000 Penalty: 5521.399902
	Iteration 213Q: 3 clusters Score -1.295308e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -12953077.000000 Penalty: 5521.399902
	Iteration 214Q: 3 clusters Score -1.295308e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 29823 members 
Entering Unmasked Estep 
Score: -12953098.000000 Penalty: 5521.399902
	Iteration 215Q: 3 clusters Score -1.29531e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -12953098.000000 Penalty: 5521.399902
	Iteration 216Q: 3 clusters Score -1.29531e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -12953092.000000 Penalty: 5521.399902
	Iteration 217Q: 3 clusters Score -1.295309e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -12953114.000000 Penalty: 5521.399902
	Iteration 218Q: 3 clusters Score -1.295311e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -12953125.000000 Penalty: 5521.399902
	Iteration 219Q: 3 clusters Score -1.295312e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -12953122.000000 Penalty: 5521.399902
	Iteration 220F: 3 clusters Score -1.295312e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -12953116.000000 Penalty: 5521.399902
	Iteration 221Q: 3 clusters Score -1.295312e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -12953101.000000 Penalty: 5521.399902
	Iteration 222Q: 3 clusters Score -1.29531e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -12953103.000000 Penalty: 5521.399902
	Iteration 223Q: 3 clusters Score -1.29531e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -12953105.000000 Penalty: 5521.399902
	Iteration 224Q: 3 clusters Score -1.29531e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -12953087.000000 Penalty: 5521.399902
	Iteration 225Q: 3 clusters Score -1.295309e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -12953082.000000 Penalty: 5521.399902
	Iteration 226Q: 3 clusters Score -1.295308e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -12953059.000000 Penalty: 5521.399902
	Iteration 227Q: 3 clusters Score -1.295306e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -12953069.000000 Penalty: 5521.399902
	Iteration 228Q: 3 clusters Score -1.295307e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 29746 members 
Entering Unmasked Estep 
Score: -12953099.000000 Penalty: 5521.399902
	Iteration 229Q: 3 clusters Score -1.29531e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -12953105.000000 Penalty: 5521.399902
	Iteration 230Q: 3 clusters Score -1.29531e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -12953151.000000 Penalty: 5521.399902
	Iteration 231Q: 3 clusters Score -1.295315e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -12953135.000000 Penalty: 5521.399902
	Iteration 232Q: 3 clusters Score -1.295314e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -12953151.000000 Penalty: 5521.399902
	Iteration 233Q: 3 clusters Score -1.295315e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -12953140.000000 Penalty: 5521.399902
	Iteration 234Q: 3 clusters Score -1.295314e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -12953126.000000 Penalty: 5521.399902
	Iteration 235Q: 3 clusters Score -1.295313e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38422 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -12953136.000000 Penalty: 5521.399902
	Iteration 236Q: 3 clusters Score -1.295314e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -12953143.000000 Penalty: 5521.399902
	Iteration 237Q: 3 clusters Score -1.295314e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -12953139.000000 Penalty: 5521.399902
	Iteration 238Q: 3 clusters Score -1.295314e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -12953152.000000 Penalty: 5521.399902
	Iteration 239Q: 3 clusters Score -1.295315e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -12953156.000000 Penalty: 5521.399902
	Iteration 240F: 3 clusters Score -1.295316e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -12953139.000000 Penalty: 5521.399902
	Iteration 241Q: 3 clusters Score -1.295314e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -12953138.000000 Penalty: 5521.399902
	Iteration 242Q: 3 clusters Score -1.295314e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -12953141.000000 Penalty: 5521.399902
	Iteration 243Q: 3 clusters Score -1.295314e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -12953138.000000 Penalty: 5521.399902
	Iteration 244Q: 3 clusters Score -1.295314e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -12953142.000000 Penalty: 5521.399902
	Iteration 245Q: 3 clusters Score -1.295314e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -12953164.000000 Penalty: 5521.399902
	Iteration 246Q: 3 clusters Score -1.295316e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -12953182.000000 Penalty: 5521.399902
	Iteration 247Q: 3 clusters Score -1.295318e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -12953178.000000 Penalty: 5521.399902
	Iteration 248Q: 3 clusters Score -1.295318e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -12953169.000000 Penalty: 5521.399902
	Iteration 249Q: 3 clusters Score -1.295317e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -12953146.000000 Penalty: 5521.399902
	Iteration 250Q: 3 clusters Score -1.295315e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -12953142.000000 Penalty: 5521.399902
	Iteration 251Q: 3 clusters Score -1.295314e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -12953118.000000 Penalty: 5521.399902
	Iteration 252Q: 3 clusters Score -1.295312e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -12953118.000000 Penalty: 5521.399902
	Iteration 253Q: 3 clusters Score -1.295312e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -12953151.000000 Penalty: 5521.399902
	Iteration 254Q: 3 clusters Score -1.295315e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -12953183.000000 Penalty: 5521.399902
	Iteration 255Q: 3 clusters Score -1.295318e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -12953187.000000 Penalty: 5521.399902
	Iteration 256Q: 3 clusters Score -1.295319e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 30865 members 
Entering Unmasked Estep 
Score: -12953230.000000 Penalty: 5521.399902
	Iteration 257Q: 3 clusters Score -1.295323e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -12953260.000000 Penalty: 5521.399902
	Iteration 258Q: 3 clusters Score -1.295326e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -12953295.000000 Penalty: 5521.399902
	Iteration 259Q: 3 clusters Score -1.29533e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -12953320.000000 Penalty: 5521.399902
	Iteration 260F: 3 clusters Score -1.295332e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -12953329.000000 Penalty: 5521.399902
	Iteration 261Q: 3 clusters Score -1.295333e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -12953387.000000 Penalty: 5521.399902
	Iteration 262Q: 3 clusters Score -1.295339e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -12953457.000000 Penalty: 5521.399902
	Iteration 263Q: 3 clusters Score -1.295346e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 31398 members 
Entering Unmasked Estep 
Score: -12953467.000000 Penalty: 5521.399902
	Iteration 264Q: 3 clusters Score -1.295347e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -12953505.000000 Penalty: 5521.399902
	Iteration 265Q: 3 clusters Score -1.29535e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -12953513.000000 Penalty: 5521.399902
	Iteration 266Q: 3 clusters Score -1.295351e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -12953573.000000 Penalty: 5521.399902
	Iteration 267Q: 3 clusters Score -1.295357e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -12953599.000000 Penalty: 5521.399902
	Iteration 268Q: 3 clusters Score -1.29536e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -12953597.000000 Penalty: 5521.399902
	Iteration 269Q: 3 clusters Score -1.29536e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -12953594.000000 Penalty: 5521.399902
	Iteration 270Q: 3 clusters Score -1.295359e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -12953619.000000 Penalty: 5521.399902
	Iteration 271Q: 3 clusters Score -1.295362e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -12953626.000000 Penalty: 5521.399902
	Iteration 272Q: 3 clusters Score -1.295363e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -12953625.000000 Penalty: 5521.399902
	Iteration 273Q: 3 clusters Score -1.295362e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -12953654.000000 Penalty: 5521.399902
	Iteration 274Q: 3 clusters Score -1.295365e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -12953657.000000 Penalty: 5521.399902
	Iteration 275Q: 3 clusters Score -1.295366e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -12953647.000000 Penalty: 5521.399902
	Iteration 276Q: 3 clusters Score -1.295365e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -12953684.000000 Penalty: 5521.399902
	Iteration 277Q: 3 clusters Score -1.295368e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -12953683.000000 Penalty: 5521.399902
	Iteration 278Q: 3 clusters Score -1.295368e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -12953724.000000 Penalty: 5521.399902
	Iteration 279Q: 3 clusters Score -1.295372e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -12953734.000000 Penalty: 5521.399902
	Iteration 280F: 3 clusters Score -1.295373e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -12953747.000000 Penalty: 5521.399902
	Iteration 281Q: 3 clusters Score -1.295375e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -12953772.000000 Penalty: 5521.399902
	Iteration 282Q: 3 clusters Score -1.295377e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -12953799.000000 Penalty: 5521.399902
	Iteration 283Q: 3 clusters Score -1.29538e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -12953814.000000 Penalty: 5521.399902
	Iteration 284Q: 3 clusters Score -1.295381e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -12953785.000000 Penalty: 5521.399902
	Iteration 285Q: 3 clusters Score -1.295378e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -12953760.000000 Penalty: 5521.399902
	Iteration 286Q: 3 clusters Score -1.295376e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -12953785.000000 Penalty: 5521.399902
	Iteration 287Q: 3 clusters Score -1.295378e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -12953788.000000 Penalty: 5521.399902
	Iteration 288Q: 3 clusters Score -1.295379e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -12953845.000000 Penalty: 5521.399902
	Iteration 289Q: 3 clusters Score -1.295384e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -12953872.000000 Penalty: 5521.399902
	Iteration 290Q: 3 clusters Score -1.295387e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -12953925.000000 Penalty: 5521.399902
	Iteration 291Q: 3 clusters Score -1.295392e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -12953909.000000 Penalty: 5521.399902
	Iteration 292Q: 3 clusters Score -1.295391e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -12953939.000000 Penalty: 5521.399902
	Iteration 293Q: 3 clusters Score -1.295394e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -12954001.000000 Penalty: 5521.399902
	Iteration 294Q: 3 clusters Score -1.2954e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -12954009.000000 Penalty: 5521.399902
	Iteration 295Q: 3 clusters Score -1.295401e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -12954041.000000 Penalty: 5521.399902
	Iteration 296Q: 3 clusters Score -1.295404e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -12954143.000000 Penalty: 5521.399902
	Iteration 297Q: 3 clusters Score -1.295414e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -12954209.000000 Penalty: 5521.399902
	Iteration 298Q: 3 clusters Score -1.295421e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -12954243.000000 Penalty: 5521.399902
	Iteration 299Q: 3 clusters Score -1.295424e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -12954203.000000 Penalty: 5521.399902
	Iteration 300F: 3 clusters Score -1.29542e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -12954212.000000 Penalty: 5521.399902
	Iteration 301Q: 3 clusters Score -1.295421e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -12954151.000000 Penalty: 5521.399902
	Iteration 302Q: 3 clusters Score -1.295415e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 43376 members 
Entering Unmasked Estep 
Score: -12953987.000000 Penalty: 5521.399902
	Iteration 303Q: 3 clusters Score -1.295399e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -12953779.000000 Penalty: 5521.399902
	Iteration 304Q: 3 clusters Score -1.295378e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -12953414.000000 Penalty: 5521.399902
	Iteration 305Q: 3 clusters Score -1.295341e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -12953152.000000 Penalty: 5521.399902
	Iteration 306Q: 3 clusters Score -1.295315e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -12952671.000000 Penalty: 5521.399902
	Iteration 307Q: 3 clusters Score -1.295267e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -12952257.000000 Penalty: 5521.399902
	Iteration 308Q: 3 clusters Score -1.295226e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -12951830.000000 Penalty: 5521.399902
	Iteration 309Q: 3 clusters Score -1.295183e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 50727 members 
Entering Unmasked Estep 
Score: -12951569.000000 Penalty: 5521.399902
	Iteration 310Q: 3 clusters Score -1.295157e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -12951351.000000 Penalty: 5521.399902
	Iteration 311Q: 3 clusters Score -1.295135e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -12951212.000000 Penalty: 5521.399902
	Iteration 312Q: 3 clusters Score -1.295121e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 51581 members 
Entering Unmasked Estep 
Score: -12951103.000000 Penalty: 5521.399902
	Iteration 313Q: 3 clusters Score -1.29511e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 51711 members 
Entering Unmasked Estep 
Score: -12951007.000000 Penalty: 5521.399902
	Iteration 314Q: 3 clusters Score -1.295101e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -12950929.000000 Penalty: 5521.399902
	Iteration 315Q: 3 clusters Score -1.295093e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -12950961.000000 Penalty: 5521.399902
	Iteration 316Q: 3 clusters Score -1.295096e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -12950916.000000 Penalty: 5521.399902
	Iteration 317Q: 3 clusters Score -1.295092e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 51768 members 
Entering Unmasked Estep 
Score: -12950945.000000 Penalty: 5521.399902
	Iteration 318Q: 3 clusters Score -1.295094e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 51724 members 
Entering Unmasked Estep 
Score: -12950969.000000 Penalty: 5521.399902
	Iteration 319Q: 3 clusters Score -1.295097e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -12951102.000000 Penalty: 5521.399902
	Iteration 320F: 3 clusters Score -1.29511e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -12951062.000000 Penalty: 5521.399902
	Iteration 321Q: 3 clusters Score -1.295106e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -12951070.000000 Penalty: 5521.399902
	Iteration 322Q: 3 clusters Score -1.295107e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -12951013.000000 Penalty: 5521.399902
	Iteration 323Q: 3 clusters Score -1.295101e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -12951022.000000 Penalty: 5521.399902
	Iteration 324Q: 3 clusters Score -1.295102e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -12951042.000000 Penalty: 5521.399902
	Iteration 325Q: 3 clusters Score -1.295104e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -12951128.000000 Penalty: 5521.399902
	Iteration 326Q: 3 clusters Score -1.295113e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -12951195.000000 Penalty: 5521.399902
	Iteration 327Q: 3 clusters Score -1.29512e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -12951277.000000 Penalty: 5521.399902
	Iteration 328Q: 3 clusters Score -1.295128e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -12951296.000000 Penalty: 5521.399902
	Iteration 329Q: 3 clusters Score -1.29513e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -12951319.000000 Penalty: 5521.399902
	Iteration 330Q: 3 clusters Score -1.295132e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -12951363.000000 Penalty: 5521.399902
	Iteration 331Q: 3 clusters Score -1.295136e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -12951462.000000 Penalty: 5521.399902
	Iteration 332Q: 3 clusters Score -1.295146e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -12951568.000000 Penalty: 5521.399902
	Iteration 333Q: 3 clusters Score -1.295157e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 50015 members 
Entering Unmasked Estep 
Score: -12951568.000000 Penalty: 5521.399902
	Iteration 334Q: 3 clusters Score -1.295157e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -12951639.000000 Penalty: 5521.399902
	Iteration 335Q: 3 clusters Score -1.295164e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -12951769.000000 Penalty: 5521.399902
	Iteration 336Q: 3 clusters Score -1.295177e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -12951822.000000 Penalty: 5521.399902
	Iteration 337Q: 3 clusters Score -1.295182e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -12951867.000000 Penalty: 5521.399902
	Iteration 338Q: 3 clusters Score -1.295187e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -12951948.000000 Penalty: 5521.399902
	Iteration 339Q: 3 clusters Score -1.295195e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -12951949.000000 Penalty: 5521.399902
	Iteration 340F: 3 clusters Score -1.295195e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -12951930.000000 Penalty: 5521.399902
	Iteration 341Q: 3 clusters Score -1.295193e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -12951977.000000 Penalty: 5521.399902
	Iteration 342Q: 3 clusters Score -1.295198e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -12952026.000000 Penalty: 5521.399902
	Iteration 343Q: 3 clusters Score -1.295203e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -12952034.000000 Penalty: 5521.399902
	Iteration 344Q: 3 clusters Score -1.295203e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -12952029.000000 Penalty: 5521.399902
	Iteration 345Q: 3 clusters Score -1.295203e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -12952078.000000 Penalty: 5521.399902
	Iteration 346Q: 3 clusters Score -1.295208e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -12952040.000000 Penalty: 5521.399902
	Iteration 347Q: 3 clusters Score -1.295204e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -12952096.000000 Penalty: 5521.399902
	Iteration 348Q: 3 clusters Score -1.29521e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -12952098.000000 Penalty: 5521.399902
	Iteration 349Q: 3 clusters Score -1.29521e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -12952115.000000 Penalty: 5521.399902
	Iteration 350Q: 3 clusters Score -1.295212e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -12952114.000000 Penalty: 5521.399902
	Iteration 351Q: 3 clusters Score -1.295211e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -12952163.000000 Penalty: 5521.399902
	Iteration 352Q: 3 clusters Score -1.295216e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -12952168.000000 Penalty: 5521.399902
	Iteration 353Q: 3 clusters Score -1.295217e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -12952160.000000 Penalty: 5521.399902
	Iteration 354Q: 3 clusters Score -1.295216e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -12952146.000000 Penalty: 5521.399902
	Iteration 355Q: 3 clusters Score -1.295215e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -12952157.000000 Penalty: 5521.399902
	Iteration 356Q: 3 clusters Score -1.295216e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -12952149.000000 Penalty: 5521.399902
	Iteration 357Q: 3 clusters Score -1.295215e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -12952167.000000 Penalty: 5521.399902
	Iteration 358Q: 3 clusters Score -1.295217e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -12952166.000000 Penalty: 5521.399902
	Iteration 359Q: 3 clusters Score -1.295217e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -12952121.000000 Penalty: 5521.399902
	Iteration 360F: 3 clusters Score -1.295212e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -12952056.000000 Penalty: 5521.399902
	Iteration 361Q: 3 clusters Score -1.295206e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -12952022.000000 Penalty: 5521.399902
	Iteration 362Q: 3 clusters Score -1.295202e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -12952014.000000 Penalty: 5521.399902
	Iteration 363Q: 3 clusters Score -1.295201e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -12951980.000000 Penalty: 5521.399902
	Iteration 364Q: 3 clusters Score -1.295198e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -12952020.000000 Penalty: 5521.399902
	Iteration 365Q: 3 clusters Score -1.295202e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -12952025.000000 Penalty: 5521.399902
	Iteration 366Q: 3 clusters Score -1.295202e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -12952028.000000 Penalty: 5521.399902
	Iteration 367Q: 3 clusters Score -1.295203e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -12952006.000000 Penalty: 5521.399902
	Iteration 368Q: 3 clusters Score -1.295201e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -12951982.000000 Penalty: 5521.399902
	Iteration 369Q: 3 clusters Score -1.295198e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -12951984.000000 Penalty: 5521.399902
	Iteration 370Q: 3 clusters Score -1.295198e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -12952013.000000 Penalty: 5521.399902
	Iteration 371Q: 3 clusters Score -1.295201e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -12952013.000000 Penalty: 5521.399902
	Iteration 372Q: 3 clusters Score -1.295201e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -12952033.000000 Penalty: 5521.399902
	Iteration 373Q: 3 clusters Score -1.295203e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 47460 members 
Entering Unmasked Estep 
Score: -12952007.000000 Penalty: 5521.399902
	Iteration 374Q: 3 clusters Score -1.295201e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -12952057.000000 Penalty: 5521.399902
	Iteration 375Q: 3 clusters Score -1.295206e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -12952046.000000 Penalty: 5521.399902
	Iteration 376Q: 3 clusters Score -1.295205e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -12952000.000000 Penalty: 5521.399902
	Iteration 377Q: 3 clusters Score -1.2952e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -12951987.000000 Penalty: 5521.399902
	Iteration 378Q: 3 clusters Score -1.295199e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -12951972.000000 Penalty: 5521.399902
	Iteration 379Q: 3 clusters Score -1.295197e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -12952024.000000 Penalty: 5521.399902
	Iteration 380F: 3 clusters Score -1.295202e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -12952062.000000 Penalty: 5521.399902
	Iteration 381Q: 3 clusters Score -1.295206e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -12952110.000000 Penalty: 5521.399902
	Iteration 382Q: 3 clusters Score -1.295211e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -12952070.000000 Penalty: 5521.399902
	Iteration 383Q: 3 clusters Score -1.295207e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -12952065.000000 Penalty: 5521.399902
	Iteration 384Q: 3 clusters Score -1.295206e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -12952031.000000 Penalty: 5521.399902
	Iteration 385Q: 3 clusters Score -1.295203e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -12952033.000000 Penalty: 5521.399902
	Iteration 386Q: 3 clusters Score -1.295203e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -12952029.000000 Penalty: 5521.399902
	Iteration 387Q: 3 clusters Score -1.295203e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -12952057.000000 Penalty: 5521.399902
	Iteration 388Q: 3 clusters Score -1.295206e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -12952072.000000 Penalty: 5521.399902
	Iteration 389Q: 3 clusters Score -1.295207e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -12952039.000000 Penalty: 5521.399902
	Iteration 390Q: 3 clusters Score -1.295204e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -12952051.000000 Penalty: 5521.399902
	Iteration 391Q: 3 clusters Score -1.295205e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -12952052.000000 Penalty: 5521.399902
	Iteration 392Q: 3 clusters Score -1.295205e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -12952019.000000 Penalty: 5521.399902
	Iteration 393Q: 3 clusters Score -1.295202e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -12951986.000000 Penalty: 5521.399902
	Iteration 394Q: 3 clusters Score -1.295199e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -12951944.000000 Penalty: 5521.399902
	Iteration 395Q: 3 clusters Score -1.295194e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -12951955.000000 Penalty: 5521.399902
	Iteration 396Q: 3 clusters Score -1.295196e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -12951988.000000 Penalty: 5521.399902
	Iteration 397Q: 3 clusters Score -1.295199e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -12951968.000000 Penalty: 5521.399902
	Iteration 398Q: 3 clusters Score -1.295197e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -12951987.000000 Penalty: 5521.399902
	Iteration 399Q: 3 clusters Score -1.295199e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -12951984.000000 Penalty: 5521.399902
	Iteration 400F: 3 clusters Score -1.295198e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -12951945.000000 Penalty: 5521.399902
	Iteration 401Q: 3 clusters Score -1.295194e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -12951940.000000 Penalty: 5521.399902
	Iteration 402Q: 3 clusters Score -1.295194e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -12951964.000000 Penalty: 5521.399902
	Iteration 403Q: 3 clusters Score -1.295196e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -12951935.000000 Penalty: 5521.399902
	Iteration 404Q: 3 clusters Score -1.295194e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -12951923.000000 Penalty: 5521.399902
	Iteration 405Q: 3 clusters Score -1.295192e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -12951904.000000 Penalty: 5521.399902
	Iteration 406Q: 3 clusters Score -1.29519e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -12951911.000000 Penalty: 5521.399902
	Iteration 407Q: 3 clusters Score -1.295191e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -12951903.000000 Penalty: 5521.399902
	Iteration 408Q: 3 clusters Score -1.29519e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -12951890.000000 Penalty: 5521.399902
	Iteration 409Q: 3 clusters Score -1.295189e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -12951910.000000 Penalty: 5521.399902
	Iteration 410Q: 3 clusters Score -1.295191e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -12951912.000000 Penalty: 5521.399902
	Iteration 411Q: 3 clusters Score -1.295191e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -12951918.000000 Penalty: 5521.399902
	Iteration 412Q: 3 clusters Score -1.295192e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -12951922.000000 Penalty: 5521.399902
	Iteration 413Q: 3 clusters Score -1.295192e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -12951959.000000 Penalty: 5521.399902
	Iteration 414Q: 3 clusters Score -1.295196e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -12951975.000000 Penalty: 5521.399902
	Iteration 415Q: 3 clusters Score -1.295198e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -12951972.000000 Penalty: 5521.399902
	Iteration 416Q: 3 clusters Score -1.295197e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -12951943.000000 Penalty: 5521.399902
	Iteration 417Q: 3 clusters Score -1.295194e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -12951958.000000 Penalty: 5521.399902
	Iteration 418Q: 3 clusters Score -1.295196e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 42318 members 
Entering Unmasked Estep 
Score: -12951972.000000 Penalty: 5521.399902
	Iteration 419Q: 3 clusters Score -1.295197e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -12951985.000000 Penalty: 5521.399902
	Iteration 420F: 3 clusters Score -1.295198e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -12952003.000000 Penalty: 5521.399902
	Iteration 421Q: 3 clusters Score -1.2952e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -12952023.000000 Penalty: 5521.399902
	Iteration 422Q: 3 clusters Score -1.295202e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -12952052.000000 Penalty: 5521.399902
	Iteration 423Q: 3 clusters Score -1.295205e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -12952063.000000 Penalty: 5521.399902
	Iteration 424Q: 3 clusters Score -1.295206e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -12952089.000000 Penalty: 5521.399902
	Iteration 425Q: 3 clusters Score -1.295209e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -12952106.000000 Penalty: 5521.399902
	Iteration 426Q: 3 clusters Score -1.295211e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -12952125.000000 Penalty: 5521.399902
	Iteration 427Q: 3 clusters Score -1.295212e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -12952144.000000 Penalty: 5521.399902
	Iteration 428Q: 3 clusters Score -1.295214e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 41319 members 
Entering Unmasked Estep 
Score: -12952109.000000 Penalty: 5521.399902
	Iteration 429Q: 3 clusters Score -1.295211e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -12952118.000000 Penalty: 5521.399902
	Iteration 430Q: 3 clusters Score -1.295212e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -12952111.000000 Penalty: 5521.399902
	Iteration 431Q: 3 clusters Score -1.295211e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -12952103.000000 Penalty: 5521.399902
	Iteration 432Q: 3 clusters Score -1.29521e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -12952116.000000 Penalty: 5521.399902
	Iteration 433Q: 3 clusters Score -1.295212e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -12952112.000000 Penalty: 5521.399902
	Iteration 434Q: 3 clusters Score -1.295211e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -12952099.000000 Penalty: 5521.399902
	Iteration 435Q: 3 clusters Score -1.29521e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -12952115.000000 Penalty: 5521.399902
	Iteration 436Q: 3 clusters Score -1.295212e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -12952101.000000 Penalty: 5521.399902
	Iteration 437Q: 3 clusters Score -1.29521e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -12952112.000000 Penalty: 5521.399902
	Iteration 438Q: 3 clusters Score -1.295211e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -12952109.000000 Penalty: 5521.399902
	Iteration 439Q: 3 clusters Score -1.295211e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -12952096.000000 Penalty: 5521.399902
	Iteration 440F: 3 clusters Score -1.29521e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -12952084.000000 Penalty: 5521.399902
	Iteration 441Q: 3 clusters Score -1.295208e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -12952088.000000 Penalty: 5521.399902
	Iteration 442Q: 3 clusters Score -1.295209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -12952095.000000 Penalty: 5521.399902
	Iteration 443Q: 3 clusters Score -1.29521e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -12952106.000000 Penalty: 5521.399902
	Iteration 444Q: 3 clusters Score -1.295211e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -12952101.000000 Penalty: 5521.399902
	Iteration 445Q: 3 clusters Score -1.29521e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -12952087.000000 Penalty: 5521.399902
	Iteration 446Q: 3 clusters Score -1.295209e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -12952090.000000 Penalty: 5521.399902
	Iteration 447Q: 3 clusters Score -1.295209e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -12952089.000000 Penalty: 5521.399902
	Iteration 448Q: 3 clusters Score -1.295209e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -12952067.000000 Penalty: 5521.399902
	Iteration 449Q: 3 clusters Score -1.295207e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -12952066.000000 Penalty: 5521.399902
	Iteration 450Q: 3 clusters Score -1.295207e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -12952062.000000 Penalty: 5521.399902
	Iteration 451Q: 3 clusters Score -1.295206e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -12952041.000000 Penalty: 5521.399902
	Iteration 452Q: 3 clusters Score -1.295204e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -12952064.000000 Penalty: 5521.399902
	Iteration 453Q: 3 clusters Score -1.295206e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -12952052.000000 Penalty: 5521.399902
	Iteration 454Q: 3 clusters Score -1.295205e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -12952070.000000 Penalty: 5521.399902
	Iteration 455Q: 3 clusters Score -1.295207e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -12952053.000000 Penalty: 5521.399902
	Iteration 456Q: 3 clusters Score -1.295205e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -12952087.000000 Penalty: 5521.399902
	Iteration 457Q: 3 clusters Score -1.295209e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -12952078.000000 Penalty: 5521.399902
	Iteration 458Q: 3 clusters Score -1.295208e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -12952059.000000 Penalty: 5521.399902
	Iteration 459Q: 3 clusters Score -1.295206e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -12952078.000000 Penalty: 5521.399902
	Iteration 460F: 3 clusters Score -1.295208e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -12952081.000000 Penalty: 5521.399902
	Iteration 461Q: 3 clusters Score -1.295208e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -12952100.000000 Penalty: 5521.399902
	Iteration 462Q: 3 clusters Score -1.29521e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -12952114.000000 Penalty: 5521.399902
	Iteration 463Q: 3 clusters Score -1.295211e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -12952106.000000 Penalty: 5521.399902
	Iteration 464Q: 3 clusters Score -1.295211e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28201 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -12952123.000000 Penalty: 5521.399902
	Iteration 465Q: 3 clusters Score -1.295212e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -12952111.000000 Penalty: 5521.399902
	Iteration 466Q: 3 clusters Score -1.295211e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -12952116.000000 Penalty: 5521.399902
	Iteration 467Q: 3 clusters Score -1.295212e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -12952127.000000 Penalty: 5521.399902
	Iteration 468Q: 3 clusters Score -1.295213e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -12952148.000000 Penalty: 5521.399902
	Iteration 469Q: 3 clusters Score -1.295215e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -12952169.000000 Penalty: 5521.399902
	Iteration 470Q: 3 clusters Score -1.295217e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -12952191.000000 Penalty: 5521.399902
	Iteration 471Q: 3 clusters Score -1.295219e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -12952189.000000 Penalty: 5521.399902
	Iteration 472Q: 3 clusters Score -1.295219e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -12952191.000000 Penalty: 5521.399902
	Iteration 473Q: 3 clusters Score -1.295219e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -12952196.000000 Penalty: 5521.399902
	Iteration 474Q: 3 clusters Score -1.29522e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -12952162.000000 Penalty: 5521.399902
	Iteration 475Q: 3 clusters Score -1.295216e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28715 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -12952188.000000 Penalty: 5521.399902
	Iteration 476Q: 3 clusters Score -1.295219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -12952178.000000 Penalty: 5521.399902
	Iteration 477Q: 3 clusters Score -1.295218e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -12952181.000000 Penalty: 5521.399902
	Iteration 478Q: 3 clusters Score -1.295218e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -12952176.000000 Penalty: 5521.399902
	Iteration 479Q: 3 clusters Score -1.295218e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -12952179.000000 Penalty: 5521.399902
	Iteration 480F: 3 clusters Score -1.295218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -12952166.000000 Penalty: 5521.399902
	Iteration 481Q: 3 clusters Score -1.295217e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -12952162.000000 Penalty: 5521.399902
	Iteration 482Q: 3 clusters Score -1.295216e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -12952155.000000 Penalty: 5521.399902
	Iteration 483Q: 3 clusters Score -1.295216e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -12952191.000000 Penalty: 5521.399902
	Iteration 484Q: 3 clusters Score -1.295219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -12952160.000000 Penalty: 5521.399902
	Iteration 485Q: 3 clusters Score -1.295216e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -12952165.000000 Penalty: 5521.399902
	Iteration 486Q: 3 clusters Score -1.295216e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -12952163.000000 Penalty: 5521.399902
	Iteration 487Q: 3 clusters Score -1.295216e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -12952170.000000 Penalty: 5521.399902
	Iteration 488Q: 3 clusters Score -1.295217e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -12952196.000000 Penalty: 5521.399902
	Iteration 489Q: 3 clusters Score -1.29522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -12952177.000000 Penalty: 5521.399902
	Iteration 490Q: 3 clusters Score -1.295218e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -12952178.000000 Penalty: 5521.399902
	Iteration 491Q: 3 clusters Score -1.295218e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -12952170.000000 Penalty: 5521.399902
	Iteration 492Q: 3 clusters Score -1.295217e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -12952189.000000 Penalty: 5521.399902
	Iteration 493Q: 3 clusters Score -1.295219e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -12952207.000000 Penalty: 5521.399902
	Iteration 494Q: 3 clusters Score -1.295221e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -12952232.000000 Penalty: 5521.399902
	Iteration 495Q: 3 clusters Score -1.295223e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -12952213.000000 Penalty: 5521.399902
	Iteration 496Q: 3 clusters Score -1.295221e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -12952209.000000 Penalty: 5521.399902
	Iteration 497Q: 3 clusters Score -1.295221e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -12952217.000000 Penalty: 5521.399902
	Iteration 498Q: 3 clusters Score -1.295222e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -12952213.000000 Penalty: 5521.399902
	Iteration 499Q: 3 clusters Score -1.295221e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 39152 members 
Entering Unmasked Estep 
Score: -12952217.000000 Penalty: 5521.399902
	Iteration 500F: 3 clusters Score -1.295222e+07 nChanged 78
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 74869 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Entering Unmasked Estep 
Score: -136957344.000000 Penalty: 67075.390625
Splitting cluster 3 changes total score from -136946416.000000 to -136957344.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (74869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Entering Unmasked Estep 
Score: -13962757.000000 Penalty: 2783.426758
	Iteration 0F: 2 clusters Score -1.396276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37477 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -13940674.000000 Penalty: 5566.853516
	Iteration 0F: 3 clusters Score -1.394067e+07 nChanged 35163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -13960395.000000 Penalty: 5566.853516
	Iteration 1F: 3 clusters Score -1.39604e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -13960936.000000 Penalty: 5566.853516
	Iteration 2Q: 3 clusters Score -1.396094e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -13961437.000000 Penalty: 5566.853516
	Iteration 3Q: 3 clusters Score -1.396144e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -13962049.000000 Penalty: 5566.853516
	Iteration 4Q: 3 clusters Score -1.396205e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -13962734.000000 Penalty: 5566.853516
	Iteration 5Q: 3 clusters Score -1.396273e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -13963499.000000 Penalty: 5566.853516
	Iteration 6Q: 3 clusters Score -1.39635e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -13964423.000000 Penalty: 5566.853516
	Iteration 7Q: 3 clusters Score -1.396442e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -13965776.000000 Penalty: 5566.853516
	Iteration 8Q: 3 clusters Score -1.396578e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -13967630.000000 Penalty: 5566.853516
	Iteration 9Q: 3 clusters Score -1.396763e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -13969925.000000 Penalty: 5566.853516
	Iteration 10F: 3 clusters Score -1.396992e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -13972797.000000 Penalty: 5566.853516
	Iteration 11F: 3 clusters Score -1.39728e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -13974976.000000 Penalty: 5566.853516
	Iteration 12F: 3 clusters Score -1.397498e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -13976302.000000 Penalty: 5566.853516
	Iteration 13Q: 3 clusters Score -1.39763e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -13977002.000000 Penalty: 5566.853516
	Iteration 14Q: 3 clusters Score -1.3977e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -13977232.000000 Penalty: 5566.853516
	Iteration 15Q: 3 clusters Score -1.397723e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -13977527.000000 Penalty: 5566.853516
	Iteration 16Q: 3 clusters Score -1.397753e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -13977685.000000 Penalty: 5566.853516
	Iteration 17Q: 3 clusters Score -1.397768e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -13977927.000000 Penalty: 5566.853516
	Iteration 18Q: 3 clusters Score -1.397793e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -13978193.000000 Penalty: 5566.853516
	Iteration 19Q: 3 clusters Score -1.397819e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -13978432.000000 Penalty: 5566.853516
	Iteration 20F: 3 clusters Score -1.397843e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -13978746.000000 Penalty: 5566.853516
	Iteration 21Q: 3 clusters Score -1.397875e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -13979023.000000 Penalty: 5566.853516
	Iteration 22Q: 3 clusters Score -1.397902e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -13979358.000000 Penalty: 5566.853516
	Iteration 23Q: 3 clusters Score -1.397936e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -13979844.000000 Penalty: 5566.853516
	Iteration 24Q: 3 clusters Score -1.397984e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -13980349.000000 Penalty: 5566.853516
	Iteration 25Q: 3 clusters Score -1.398035e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -13980947.000000 Penalty: 5566.853516
	Iteration 26Q: 3 clusters Score -1.398095e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -13981621.000000 Penalty: 5566.853516
	Iteration 27Q: 3 clusters Score -1.398162e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -13982240.000000 Penalty: 5566.853516
	Iteration 28Q: 3 clusters Score -1.398224e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -13983046.000000 Penalty: 5566.853516
	Iteration 29Q: 3 clusters Score -1.398305e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -13983781.000000 Penalty: 5566.853516
	Iteration 30Q: 3 clusters Score -1.398378e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -13984537.000000 Penalty: 5566.853516
	Iteration 31Q: 3 clusters Score -1.398454e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29574 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -13984756.000000 Penalty: 5566.853516
	Iteration 32Q: 3 clusters Score -1.398476e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -13984732.000000 Penalty: 5566.853516
	Iteration 33Q: 3 clusters Score -1.398473e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -13984598.000000 Penalty: 5566.853516
	Iteration 34Q: 3 clusters Score -1.39846e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -13984327.000000 Penalty: 5566.853516
	Iteration 35Q: 3 clusters Score -1.398433e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 48161 members 
Entering Unmasked Estep 
Score: -13984112.000000 Penalty: 5566.853516
	Iteration 36Q: 3 clusters Score -1.398411e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -13983903.000000 Penalty: 5566.853516
	Iteration 37Q: 3 clusters Score -1.39839e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -13983752.000000 Penalty: 5566.853516
	Iteration 38Q: 3 clusters Score -1.398375e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -13983597.000000 Penalty: 5566.853516
	Iteration 39Q: 3 clusters Score -1.39836e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -13983744.000000 Penalty: 5566.853516
	Iteration 40F: 3 clusters Score -1.398374e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -13983421.000000 Penalty: 5566.853516
	Iteration 41Q: 3 clusters Score -1.398342e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -13983250.000000 Penalty: 5566.853516
	Iteration 42Q: 3 clusters Score -1.398325e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -13983099.000000 Penalty: 5566.853516
	Iteration 43Q: 3 clusters Score -1.39831e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -13982902.000000 Penalty: 5566.853516
	Iteration 44Q: 3 clusters Score -1.39829e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -13982791.000000 Penalty: 5566.853516
	Iteration 45Q: 3 clusters Score -1.398279e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 50575 members 
Entering Unmasked Estep 
Score: -13982697.000000 Penalty: 5566.853516
	Iteration 46Q: 3 clusters Score -1.39827e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -13982598.000000 Penalty: 5566.853516
	Iteration 47Q: 3 clusters Score -1.39826e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -13982469.000000 Penalty: 5566.853516
	Iteration 48Q: 3 clusters Score -1.398247e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -13982379.000000 Penalty: 5566.853516
	Iteration 49Q: 3 clusters Score -1.398238e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -13982346.000000 Penalty: 5566.853516
	Iteration 50Q: 3 clusters Score -1.398235e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -13982233.000000 Penalty: 5566.853516
	Iteration 51Q: 3 clusters Score -1.398223e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 51407 members 
Entering Unmasked Estep 
Score: -13982160.000000 Penalty: 5566.853516
	Iteration 52Q: 3 clusters Score -1.398216e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -13982100.000000 Penalty: 5566.853516
	Iteration 53Q: 3 clusters Score -1.39821e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -13982029.000000 Penalty: 5566.853516
	Iteration 54Q: 3 clusters Score -1.398203e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -13981951.000000 Penalty: 5566.853516
	Iteration 55Q: 3 clusters Score -1.398195e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -13981874.000000 Penalty: 5566.853516
	Iteration 56Q: 3 clusters Score -1.398187e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -13981807.000000 Penalty: 5566.853516
	Iteration 57Q: 3 clusters Score -1.398181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -13981784.000000 Penalty: 5566.853516
	Iteration 58Q: 3 clusters Score -1.398178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -13981773.000000 Penalty: 5566.853516
	Iteration 59Q: 3 clusters Score -1.398177e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -13981747.000000 Penalty: 5566.853516
	Iteration 60F: 3 clusters Score -1.398175e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -13981721.000000 Penalty: 5566.853516
	Iteration 61Q: 3 clusters Score -1.398172e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 52058 members 
Entering Unmasked Estep 
Score: -13981669.000000 Penalty: 5566.853516
	Iteration 62Q: 3 clusters Score -1.398167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -13981623.000000 Penalty: 5566.853516
	Iteration 63Q: 3 clusters Score -1.398162e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -13981580.000000 Penalty: 5566.853516
	Iteration 64Q: 3 clusters Score -1.398158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -13981561.000000 Penalty: 5566.853516
	Iteration 65Q: 3 clusters Score -1.398156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -13981554.000000 Penalty: 5566.853516
	Iteration 66Q: 3 clusters Score -1.398155e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -13981528.000000 Penalty: 5566.853516
	Iteration 67Q: 3 clusters Score -1.398153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -13981484.000000 Penalty: 5566.853516
	Iteration 68Q: 3 clusters Score -1.398148e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -13981492.000000 Penalty: 5566.853516
	Iteration 69Q: 3 clusters Score -1.398149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -13981460.000000 Penalty: 5566.853516
	Iteration 70Q: 3 clusters Score -1.398146e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -13981450.000000 Penalty: 5566.853516
	Iteration 71Q: 3 clusters Score -1.398145e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -13981442.000000 Penalty: 5566.853516
	Iteration 72Q: 3 clusters Score -1.398144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -13981415.000000 Penalty: 5566.853516
	Iteration 73Q: 3 clusters Score -1.398142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -13981410.000000 Penalty: 5566.853516
	Iteration 74Q: 3 clusters Score -1.398141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 52292 members 
Entering Unmasked Estep 
Score: -13981409.000000 Penalty: 5566.853516
	Iteration 75Q: 3 clusters Score -1.398141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -13981411.000000 Penalty: 5566.853516
	Iteration 76Q: 3 clusters Score -1.398141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -13981414.000000 Penalty: 5566.853516
	Iteration 77Q: 3 clusters Score -1.398141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 52296 members 
Entering Unmasked Estep 
Score: -13981414.000000 Penalty: 5566.853516
	Iteration 78F: 3 clusters Score -1.398141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Entering Unmasked Estep 
Score: -136975840.000000 Penalty: 70429.164062
Splitting cluster 6 changes total score from -136946416.000000 to -136975840.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (74076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74076 members 
Entering Unmasked Estep 
Score: -13705724.000000 Penalty: 2780.785889
	Iteration 0F: 2 clusters Score -1.370572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -13671079.000000 Penalty: 5561.571777
	Iteration 0F: 3 clusters Score -1.367108e+07 nChanged 34660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -13691584.000000 Penalty: 5561.571777
	Iteration 1F: 3 clusters Score -1.369158e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -13694046.000000 Penalty: 5561.571777
	Iteration 2F: 3 clusters Score -1.369405e+07 nChanged 4742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -13697133.000000 Penalty: 5561.571777
	Iteration 3F: 3 clusters Score -1.369713e+07 nChanged 5545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -13700950.000000 Penalty: 5561.571777
	Iteration 4F: 3 clusters Score -1.370095e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -13705292.000000 Penalty: 5561.571777
	Iteration 5F: 3 clusters Score -1.370529e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -13709153.000000 Penalty: 5561.571777
	Iteration 6F: 3 clusters Score -1.370915e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -13711355.000000 Penalty: 5561.571777
	Iteration 7F: 3 clusters Score -1.371136e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -13712231.000000 Penalty: 5561.571777
	Iteration 8Q: 3 clusters Score -1.371223e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -13712016.000000 Penalty: 5561.571777
	Iteration 9Q: 3 clusters Score -1.371202e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -13711369.000000 Penalty: 5561.571777
	Iteration 10Q: 3 clusters Score -1.371137e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 55909 members 
Entering Unmasked Estep 
Score: -13710331.000000 Penalty: 5561.571777
	Iteration 11Q: 3 clusters Score -1.371033e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 57635 members 
Entering Unmasked Estep 
Score: -13709419.000000 Penalty: 5561.571777
	Iteration 12Q: 3 clusters Score -1.370942e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 59174 members 
Entering Unmasked Estep 
Score: -13708713.000000 Penalty: 5561.571777
	Iteration 13Q: 3 clusters Score -1.370871e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -13708191.000000 Penalty: 5561.571777
	Iteration 14Q: 3 clusters Score -1.370819e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 61581 members 
Entering Unmasked Estep 
Score: -13707729.000000 Penalty: 5561.571777
	Iteration 15Q: 3 clusters Score -1.370773e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -13707444.000000 Penalty: 5561.571777
	Iteration 16Q: 3 clusters Score -1.370744e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 63330 members 
Entering Unmasked Estep 
Score: -13706981.000000 Penalty: 5561.571777
	Iteration 17Q: 3 clusters Score -1.370698e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 64054 members 
Entering Unmasked Estep 
Score: -13706795.000000 Penalty: 5561.571777
	Iteration 18Q: 3 clusters Score -1.37068e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -13706631.000000 Penalty: 5561.571777
	Iteration 19Q: 3 clusters Score -1.370663e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 65194 members 
Entering Unmasked Estep 
Score: -13706782.000000 Penalty: 5561.571777
	Iteration 20F: 3 clusters Score -1.370678e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -13706367.000000 Penalty: 5561.571777
	Iteration 21Q: 3 clusters Score -1.370637e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -13706096.000000 Penalty: 5561.571777
	Iteration 22Q: 3 clusters Score -1.37061e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -13705829.000000 Penalty: 5561.571777
	Iteration 23Q: 3 clusters Score -1.370583e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 67599 members 
Entering Unmasked Estep 
Score: -13705583.000000 Penalty: 5561.571777
	Iteration 24Q: 3 clusters Score -1.370558e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 68085 members 
Entering Unmasked Estep 
Score: -13705400.000000 Penalty: 5561.571777
	Iteration 25Q: 3 clusters Score -1.37054e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 68530 members 
Entering Unmasked Estep 
Score: -13705306.000000 Penalty: 5561.571777
	Iteration 26Q: 3 clusters Score -1.370531e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 68951 members 
Entering Unmasked Estep 
Score: -13705182.000000 Penalty: 5561.571777
	Iteration 27Q: 3 clusters Score -1.370518e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -13705047.000000 Penalty: 5561.571777
	Iteration 28Q: 3 clusters Score -1.370505e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -13704951.000000 Penalty: 5561.571777
	Iteration 29Q: 3 clusters Score -1.370495e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 69909 members 
Entering Unmasked Estep 
Score: -13704873.000000 Penalty: 5561.571777
	Iteration 30Q: 3 clusters Score -1.370487e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 70169 members 
Entering Unmasked Estep 
Score: -13704772.000000 Penalty: 5561.571777
	Iteration 31Q: 3 clusters Score -1.370477e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 70408 members 
Entering Unmasked Estep 
Score: -13704697.000000 Penalty: 5561.571777
	Iteration 32Q: 3 clusters Score -1.37047e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 70641 members 
Entering Unmasked Estep 
Score: -13704584.000000 Penalty: 5561.571777
	Iteration 33Q: 3 clusters Score -1.370458e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -13704515.000000 Penalty: 5561.571777
	Iteration 34Q: 3 clusters Score -1.370452e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -13704450.000000 Penalty: 5561.571777
	Iteration 35Q: 3 clusters Score -1.370445e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 71272 members 
Entering Unmasked Estep 
Score: -13704425.000000 Penalty: 5561.571777
	Iteration 36Q: 3 clusters Score -1.370442e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 71431 members 
Entering Unmasked Estep 
Score: -13704372.000000 Penalty: 5561.571777
	Iteration 37Q: 3 clusters Score -1.370437e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -13704352.000000 Penalty: 5561.571777
	Iteration 38Q: 3 clusters Score -1.370435e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -13704282.000000 Penalty: 5561.571777
	Iteration 39Q: 3 clusters Score -1.370428e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -13704222.000000 Penalty: 5561.571777
	Iteration 40F: 3 clusters Score -1.370422e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 71930 members 
Entering Unmasked Estep 
Score: -13704210.000000 Penalty: 5561.571777
	Iteration 41Q: 3 clusters Score -1.370421e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -13704192.000000 Penalty: 5561.571777
	Iteration 42Q: 3 clusters Score -1.370419e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -13704128.000000 Penalty: 5561.571777
	Iteration 43Q: 3 clusters Score -1.370413e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -13704096.000000 Penalty: 5561.571777
	Iteration 44Q: 3 clusters Score -1.37041e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -13704133.000000 Penalty: 5561.571777
	Iteration 45Q: 3 clusters Score -1.370413e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 72364 members 
Entering Unmasked Estep 
Score: -13704075.000000 Penalty: 5561.571777
	Iteration 46Q: 3 clusters Score -1.370408e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -13704087.000000 Penalty: 5561.571777
	Iteration 47Q: 3 clusters Score -1.370409e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 72478 members 
Entering Unmasked Estep 
Score: -13704080.000000 Penalty: 5561.571777
	Iteration 48Q: 3 clusters Score -1.370408e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 72530 members 
Entering Unmasked Estep 
Score: -13704040.000000 Penalty: 5561.571777
	Iteration 49Q: 3 clusters Score -1.370404e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 72572 members 
Entering Unmasked Estep 
Score: -13704045.000000 Penalty: 5561.571777
	Iteration 50Q: 3 clusters Score -1.370404e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 72620 members 
Entering Unmasked Estep 
Score: -13704004.000000 Penalty: 5561.571777
	Iteration 51Q: 3 clusters Score -1.3704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 72655 members 
Entering Unmasked Estep 
Score: -13703998.000000 Penalty: 5561.571777
	Iteration 52Q: 3 clusters Score -1.3704e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 72688 members 
Entering Unmasked Estep 
Score: -13703997.000000 Penalty: 5561.571777
	Iteration 53Q: 3 clusters Score -1.3704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -13704008.000000 Penalty: 5561.571777
	Iteration 54Q: 3 clusters Score -1.370401e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 72759 members 
Entering Unmasked Estep 
Score: -13704004.000000 Penalty: 5561.571777
	Iteration 55Q: 3 clusters Score -1.3704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72784 members 
Entering Unmasked Estep 
Score: -13703989.000000 Penalty: 5561.571777
	Iteration 56Q: 3 clusters Score -1.370399e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 72805 members 
Entering Unmasked Estep 
Score: -13703982.000000 Penalty: 5561.571777
	Iteration 57Q: 3 clusters Score -1.370398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -13703975.000000 Penalty: 5561.571777
	Iteration 58Q: 3 clusters Score -1.370398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -13703996.000000 Penalty: 5561.571777
	Iteration 59Q: 3 clusters Score -1.3704e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 72841 members 
Entering Unmasked Estep 
Score: -13703987.000000 Penalty: 5561.571777
	Iteration 60F: 3 clusters Score -1.370399e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 72856 members 
Entering Unmasked Estep 
Score: -13703988.000000 Penalty: 5561.571777
	Iteration 61Q: 3 clusters Score -1.370399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 72873 members 
Entering Unmasked Estep 
Score: -13703988.000000 Penalty: 5561.571777
	Iteration 62Q: 3 clusters Score -1.370399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 72892 members 
Entering Unmasked Estep 
Score: -13703997.000000 Penalty: 5561.571777
	Iteration 63Q: 3 clusters Score -1.3704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -13703987.000000 Penalty: 5561.571777
	Iteration 64Q: 3 clusters Score -1.370399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -13703986.000000 Penalty: 5561.571777
	Iteration 65Q: 3 clusters Score -1.370399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 72929 members 
Entering Unmasked Estep 
Score: -13703990.000000 Penalty: 5561.571777
	Iteration 66Q: 3 clusters Score -1.370399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -13703985.000000 Penalty: 5561.571777
	Iteration 67Q: 3 clusters Score -1.370398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 72948 members 
Entering Unmasked Estep 
Score: -13703970.000000 Penalty: 5561.571777
	Iteration 68Q: 3 clusters Score -1.370397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 72962 members 
Entering Unmasked Estep 
Score: -13703946.000000 Penalty: 5561.571777
	Iteration 69Q: 3 clusters Score -1.370395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -13703947.000000 Penalty: 5561.571777
	Iteration 70Q: 3 clusters Score -1.370395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -13703931.000000 Penalty: 5561.571777
	Iteration 71Q: 3 clusters Score -1.370393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -13703939.000000 Penalty: 5561.571777
	Iteration 72Q: 3 clusters Score -1.370394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -13703938.000000 Penalty: 5561.571777
	Iteration 73Q: 3 clusters Score -1.370394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -13703938.000000 Penalty: 5561.571777
	Iteration 74Q: 3 clusters Score -1.370394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -13703943.000000 Penalty: 5561.571777
	Iteration 75Q: 3 clusters Score -1.370394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 73027 members 
Entering Unmasked Estep 
Score: -13703945.000000 Penalty: 5561.571777
	Iteration 76Q: 3 clusters Score -1.370394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 73040 members 
Entering Unmasked Estep 
Score: -13703956.000000 Penalty: 5561.571777
	Iteration 77Q: 3 clusters Score -1.370396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -13703976.000000 Penalty: 5561.571777
	Iteration 78Q: 3 clusters Score -1.370398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -13703957.000000 Penalty: 5561.571777
	Iteration 79Q: 3 clusters Score -1.370396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 73080 members 
Entering Unmasked Estep 
Score: -13703928.000000 Penalty: 5561.571777
	Iteration 80F: 3 clusters Score -1.370393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -13703929.000000 Penalty: 5561.571777
	Iteration 81Q: 3 clusters Score -1.370393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 73104 members 
Entering Unmasked Estep 
Score: -13703952.000000 Penalty: 5561.571777
	Iteration 82Q: 3 clusters Score -1.370395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 73112 members 
Entering Unmasked Estep 
Score: -13703942.000000 Penalty: 5561.571777
	Iteration 83Q: 3 clusters Score -1.370394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -13703945.000000 Penalty: 5561.571777
	Iteration 84Q: 3 clusters Score -1.370394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -13703940.000000 Penalty: 5561.571777
	Iteration 85Q: 3 clusters Score -1.370394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -13703930.000000 Penalty: 5561.571777
	Iteration 86Q: 3 clusters Score -1.370393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -13703936.000000 Penalty: 5561.571777
	Iteration 87Q: 3 clusters Score -1.370394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -13703935.000000 Penalty: 5561.571777
	Iteration 88Q: 3 clusters Score -1.370394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 73158 members 
Entering Unmasked Estep 
Score: -13703935.000000 Penalty: 5561.571777
	Iteration 89Q: 3 clusters Score -1.370394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -13703940.000000 Penalty: 5561.571777
	Iteration 90Q: 3 clusters Score -1.370394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -13703945.000000 Penalty: 5561.571777
	Iteration 91Q: 3 clusters Score -1.370394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 73170 members 
Entering Unmasked Estep 
Score: -13703939.000000 Penalty: 5561.571777
	Iteration 92Q: 3 clusters Score -1.370394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -13703942.000000 Penalty: 5561.571777
	Iteration 93Q: 3 clusters Score -1.370394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -13703944.000000 Penalty: 5561.571777
	Iteration 94Q: 3 clusters Score -1.370394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 73175 members 
Entering Unmasked Estep 
Score: -13703944.000000 Penalty: 5561.571777
	Iteration 95Q: 3 clusters Score -1.370394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 73179 members 
Entering Unmasked Estep 
Score: -13703939.000000 Penalty: 5561.571777
	Iteration 96Q: 3 clusters Score -1.370394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -13703943.000000 Penalty: 5561.571777
	Iteration 97Q: 3 clusters Score -1.370394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 73186 members 
Entering Unmasked Estep 
Score: -13703936.000000 Penalty: 5561.571777
	Iteration 98Q: 3 clusters Score -1.370394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -13703935.000000 Penalty: 5561.571777
	Iteration 99Q: 3 clusters Score -1.370394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 73192 members 
Entering Unmasked Estep 
Score: -13703949.000000 Penalty: 5561.571777
	Iteration 100F: 3 clusters Score -1.370395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 73194 members 
Entering Unmasked Estep 
Score: -13703937.000000 Penalty: 5561.571777
	Iteration 101Q: 3 clusters Score -1.370394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -13703927.000000 Penalty: 5561.571777
	Iteration 102Q: 3 clusters Score -1.370393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -13703933.000000 Penalty: 5561.571777
	Iteration 103Q: 3 clusters Score -1.370393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -13703928.000000 Penalty: 5561.571777
	Iteration 104Q: 3 clusters Score -1.370393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73198 members 
Entering Unmasked Estep 
Score: -13703928.000000 Penalty: 5561.571777
	Iteration 105F: 3 clusters Score -1.370393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -138812.515625 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -138812.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -137059.515625 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -137059.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137394.078125 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -137394.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -137632.828125 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -137632.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -137776.546875 Penalty: 3321.729004
	Iteration 3F: 3 clusters Score -137776.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137894.046875 Penalty: 3321.729004
	Iteration 4Q: 3 clusters Score -137894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -138018.109375 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -138018.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -138074.125000 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -138074.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -138129.328125 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -138129.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -138172.859375 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -138172.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -138208.281250 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -138208.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -138226.281250 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -138226.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -138250.468750 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -138250.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -138295.890625 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -138295.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -138362.703125 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -138362.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -138450.953125 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -138451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -138499.515625 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -138499.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -138534.765625 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -138534.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -138571.875000 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -138571.9 nChanged 7
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: -138581.468750 Penalty: 3321.729004
	Iteration 18Q: 3 clusters Score -138581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138589.125000 Penalty: 3321.729004
	Iteration 19Q: 3 clusters Score -138589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138615.250000 Penalty: 3321.729004
	Iteration 20F: 3 clusters Score -138615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -138652.250000 Penalty: 3321.729004
	Iteration 21Q: 3 clusters Score -138652.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -138682.703125 Penalty: 3321.729004
	Iteration 22Q: 3 clusters Score -138682.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -138775.687500 Penalty: 3321.729004
	Iteration 23Q: 3 clusters Score -138775.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -138876.734375 Penalty: 3321.729004
	Iteration 24Q: 3 clusters Score -138876.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -138988.546875 Penalty: 3321.729004
	Iteration 25Q: 3 clusters Score -138988.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -139114.046875 Penalty: 3321.729004
	Iteration 26Q: 3 clusters Score -139114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -139357.625000 Penalty: 3321.729004
	Iteration 27Q: 3 clusters Score -139357.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -139900.046875 Penalty: 3321.729004
	Iteration 28Q: 3 clusters Score -139900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -140033.031250 Penalty: 3321.729004
	Iteration 29Q: 3 clusters Score -140033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -140129.468750 Penalty: 3321.729004
	Iteration 30Q: 3 clusters Score -140129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -140161.984375 Penalty: 3321.729004
	Iteration 31Q: 3 clusters Score -140162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -140231.718750 Penalty: 3321.729004
	Iteration 32Q: 3 clusters Score -140231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140238.609375 Penalty: 3321.729004
	Iteration 33Q: 3 clusters Score -140238.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -140240.062500 Penalty: 3321.729004
	Iteration 34F: 3 clusters Score -140240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140247.593750 Penalty: 3321.729004
	Iteration 35Q: 3 clusters Score -140247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -140247.593750 Penalty: 3321.729004
	Iteration 36F: 3 clusters Score -140247.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 3013 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Entering Unmasked Estep 
Score: -136975680.000000 Penalty: 73782.929688
Splitting cluster 8 changes total score from -136946416.000000 to -136975680.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 10 (54395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Entering Unmasked Estep 
Score: -10116609.000000 Penalty: 2704.198975
	Iteration 0F: 2 clusters Score -1.011661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -10087161.000000 Penalty: 5408.397949
	Iteration 0F: 3 clusters Score -1.008716e+07 nChanged 25246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -10101126.000000 Penalty: 5408.397949
	Iteration 1F: 3 clusters Score -1.010113e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -10101933.000000 Penalty: 5408.397949
	Iteration 2Q: 3 clusters Score -1.010193e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -10102900.000000 Penalty: 5408.397949
	Iteration 3Q: 3 clusters Score -1.01029e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -10104663.000000 Penalty: 5408.397949
	Iteration 4F: 3 clusters Score -1.010466e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -10107439.000000 Penalty: 5408.397949
	Iteration 5F: 3 clusters Score -1.010744e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -10111530.000000 Penalty: 5408.397949
	Iteration 6F: 3 clusters Score -1.011153e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -10115313.000000 Penalty: 5408.397949
	Iteration 7F: 3 clusters Score -1.011531e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -10116642.000000 Penalty: 5408.397949
	Iteration 8F: 3 clusters Score -1.011664e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -10116180.000000 Penalty: 5408.397949
	Iteration 9Q: 3 clusters Score -1.011618e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10115730.000000 Penalty: 5408.397949
	Iteration 10Q: 3 clusters Score -1.011573e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -10115400.000000 Penalty: 5408.397949
	Iteration 11Q: 3 clusters Score -1.01154e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -10115252.000000 Penalty: 5408.397949
	Iteration 12Q: 3 clusters Score -1.011525e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -10115158.000000 Penalty: 5408.397949
	Iteration 13Q: 3 clusters Score -1.011516e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -10115122.000000 Penalty: 5408.397949
	Iteration 14Q: 3 clusters Score -1.011512e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -10115056.000000 Penalty: 5408.397949
	Iteration 15Q: 3 clusters Score -1.011506e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -10115004.000000 Penalty: 5408.397949
	Iteration 16Q: 3 clusters Score -1.0115e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -10114974.000000 Penalty: 5408.397949
	Iteration 17Q: 3 clusters Score -1.011497e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 53881 members 
Entering Unmasked Estep 
Score: -10114977.000000 Penalty: 5408.397949
	Iteration 18Q: 3 clusters Score -1.011498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 53897 members 
Entering Unmasked Estep 
Score: -10114965.000000 Penalty: 5408.397949
	Iteration 19Q: 3 clusters Score -1.011496e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -10114963.000000 Penalty: 5408.397949
	Iteration 20F: 3 clusters Score -1.011496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -10114949.000000 Penalty: 5408.397949
	Iteration 21Q: 3 clusters Score -1.011495e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 53912 members 
Entering Unmasked Estep 
Score: -10114964.000000 Penalty: 5408.397949
	Iteration 22Q: 3 clusters Score -1.011496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -10114961.000000 Penalty: 5408.397949
	Iteration 23Q: 3 clusters Score -1.011496e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 53921 members 
Entering Unmasked Estep 
Score: -10114957.000000 Penalty: 5408.397949
	Iteration 24Q: 3 clusters Score -1.011496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -10114955.000000 Penalty: 5408.397949
	Iteration 25Q: 3 clusters Score -1.011496e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -10114965.000000 Penalty: 5408.397949
	Iteration 26Q: 3 clusters Score -1.011496e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 53935 members 
Entering Unmasked Estep 
Score: -10114943.000000 Penalty: 5408.397949
	Iteration 27Q: 3 clusters Score -1.011494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -10114944.000000 Penalty: 5408.397949
	Iteration 28Q: 3 clusters Score -1.011494e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53943 members 
Entering Unmasked Estep 
Score: -10114941.000000 Penalty: 5408.397949
	Iteration 29Q: 3 clusters Score -1.011494e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -10114932.000000 Penalty: 5408.397949
	Iteration 30Q: 3 clusters Score -1.011493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -10114939.000000 Penalty: 5408.397949
	Iteration 31Q: 3 clusters Score -1.011494e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -10114932.000000 Penalty: 5408.397949
	Iteration 32Q: 3 clusters Score -1.011493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 53959 members 
Entering Unmasked Estep 
Score: -10114924.000000 Penalty: 5408.397949
	Iteration 33Q: 3 clusters Score -1.011492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -10114919.000000 Penalty: 5408.397949
	Iteration 34Q: 3 clusters Score -1.011492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -10114924.000000 Penalty: 5408.397949
	Iteration 35Q: 3 clusters Score -1.011492e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -10114924.000000 Penalty: 5408.397949
	Iteration 36F: 3 clusters Score -1.011492e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54153 members 
Entering Unmasked Estep 
Score: -10116741.000000 Penalty: 2703.093018
	Iteration 0F: 2 clusters Score -1.011674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -10086929.000000 Penalty: 5406.186035
	Iteration 0F: 3 clusters Score -1.008693e+07 nChanged 25050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -10100814.000000 Penalty: 5406.186035
	Iteration 1F: 3 clusters Score -1.010081e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -10101389.000000 Penalty: 5406.186035
	Iteration 2Q: 3 clusters Score -1.010139e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -10102077.000000 Penalty: 5406.186035
	Iteration 3Q: 3 clusters Score -1.010208e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -10102931.000000 Penalty: 5406.186035
	Iteration 4Q: 3 clusters Score -1.010293e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -10104266.000000 Penalty: 5406.186035
	Iteration 5Q: 3 clusters Score -1.010427e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -10106392.000000 Penalty: 5406.186035
	Iteration 6F: 3 clusters Score -1.010639e+07 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -10109343.000000 Penalty: 5406.186035
	Iteration 7F: 3 clusters Score -1.010934e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -10112124.000000 Penalty: 5406.186035
	Iteration 8F: 3 clusters Score -1.011212e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -10113275.000000 Penalty: 5406.186035
	Iteration 9F: 3 clusters Score -1.011328e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -10113908.000000 Penalty: 5406.186035
	Iteration 10Q: 3 clusters Score -1.011391e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 52488 members 
Entering Unmasked Estep 
Score: -10114131.000000 Penalty: 5406.186035
	Iteration 11Q: 3 clusters Score -1.011413e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52968 members 
Entering Unmasked Estep 
Score: -10114386.000000 Penalty: 5406.186035
	Iteration 12Q: 3 clusters Score -1.011439e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10114488.000000 Penalty: 5406.186035
	Iteration 13Q: 3 clusters Score -1.011449e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -10114558.000000 Penalty: 5406.186035
	Iteration 14Q: 3 clusters Score -1.011456e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -10114592.000000 Penalty: 5406.186035
	Iteration 15Q: 3 clusters Score -1.011459e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53436 members 
Entering Unmasked Estep 
Score: -10114648.000000 Penalty: 5406.186035
	Iteration 16Q: 3 clusters Score -1.011465e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -10114655.000000 Penalty: 5406.186035
	Iteration 17Q: 3 clusters Score -1.011466e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -10114671.000000 Penalty: 5406.186035
	Iteration 18Q: 3 clusters Score -1.011467e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -10114684.000000 Penalty: 5406.186035
	Iteration 19Q: 3 clusters Score -1.011468e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -10114693.000000 Penalty: 5406.186035
	Iteration 20F: 3 clusters Score -1.011469e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -10114697.000000 Penalty: 5406.186035
	Iteration 21Q: 3 clusters Score -1.01147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -10114717.000000 Penalty: 5406.186035
	Iteration 22Q: 3 clusters Score -1.011472e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -10114736.000000 Penalty: 5406.186035
	Iteration 23Q: 3 clusters Score -1.011474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -10114758.000000 Penalty: 5406.186035
	Iteration 24Q: 3 clusters Score -1.011476e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -10114739.000000 Penalty: 5406.186035
	Iteration 25Q: 3 clusters Score -1.011474e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -10114752.000000 Penalty: 5406.186035
	Iteration 26Q: 3 clusters Score -1.011475e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10114777.000000 Penalty: 5406.186035
	Iteration 27Q: 3 clusters Score -1.011478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10114763.000000 Penalty: 5406.186035
	Iteration 28Q: 3 clusters Score -1.011476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10114771.000000 Penalty: 5406.186035
	Iteration 29Q: 3 clusters Score -1.011477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -10114782.000000 Penalty: 5406.186035
	Iteration 30Q: 3 clusters Score -1.011478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10114800.000000 Penalty: 5406.186035
	Iteration 31Q: 3 clusters Score -1.01148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -10114802.000000 Penalty: 5406.186035
	Iteration 32Q: 3 clusters Score -1.01148e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10114811.000000 Penalty: 5406.186035
	Iteration 33Q: 3 clusters Score -1.011481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -10114813.000000 Penalty: 5406.186035
	Iteration 34Q: 3 clusters Score -1.011481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -10114808.000000 Penalty: 5406.186035
	Iteration 35Q: 3 clusters Score -1.011481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 53558 members 
Entering Unmasked Estep 
Score: -10114809.000000 Penalty: 5406.186035
	Iteration 36Q: 3 clusters Score -1.011481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -10114815.000000 Penalty: 5406.186035
	Iteration 37Q: 3 clusters Score -1.011482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10114811.000000 Penalty: 5406.186035
	Iteration 38Q: 3 clusters Score -1.011481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -10114806.000000 Penalty: 5406.186035
	Iteration 39Q: 3 clusters Score -1.011481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -10114813.000000 Penalty: 5406.186035
	Iteration 40F: 3 clusters Score -1.011481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -10114809.000000 Penalty: 5406.186035
	Iteration 41Q: 3 clusters Score -1.011481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10114814.000000 Penalty: 5406.186035
	Iteration 42Q: 3 clusters Score -1.011481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -10114814.000000 Penalty: 5406.186035
	Iteration 43F: 3 clusters Score -1.011481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -489788.000000 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -489788 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 1514 members 
Entering Unmasked Estep 
Score: -486911.468750 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -486911.5 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -488914.031250 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -488914 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -490943.937500 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -490943.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -492325.968750 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -492326 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -493032.812500 Penalty: 3973.302979
	Iteration 4F: 3 clusters Score -493032.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -493634.312500 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -493634.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -494030.218750 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -494030.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -494257.781250 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -494257.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -494391.562500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -494391.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -494621.625000 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -494621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -494764.343750 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -494764.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -494852.875000 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -494852.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -494923.562500 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -494923.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -494999.562500 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -494999.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -495069.875000 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -495069.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -495128.187500 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -495128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -495166.093750 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -495166.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -495176.687500 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -495176.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -495183.125000 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -495183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -495186.468750 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -495186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -495335.812500 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -495335.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -495578.781250 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -495578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -495627.093750 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -495627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -495644.687500 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -495644.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -495646.312500 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -495646.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -495649.187500 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -495649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -495652.875000 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -495652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -495655.593750 Penalty: 3973.302979
	Iteration 27Q: 3 clusters Score -495655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495656.656250 Penalty: 3973.302979
	Iteration 28Q: 3 clusters Score -495656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -495656.656250 Penalty: 3973.302979
	Iteration 29F: 3 clusters Score -495656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 70573 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Mstep: Class 23 contains 1969 members 
Entering Unmasked Estep 
Score: -136980032.000000 Penalty: 77136.703125
Splitting cluster 12 changes total score from -136946416.000000 to -136980032.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -130883.742188 Penalty: 1641.115967
	Iteration 0F: 2 clusters Score -130883.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -129103.687500 Penalty: 3282.231934
	Iteration 0F: 3 clusters Score -129103.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -129412.203125 Penalty: 3282.231934
	Iteration 1F: 3 clusters Score -129412.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -129613.812500 Penalty: 3282.231934
	Iteration 2F: 3 clusters Score -129613.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -129680.875000 Penalty: 3282.231934
	Iteration 3Q: 3 clusters Score -129680.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -129720.195312 Penalty: 3282.231934
	Iteration 4Q: 3 clusters Score -129720.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -129753.414062 Penalty: 3282.231934
	Iteration 5Q: 3 clusters Score -129753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -129775.179688 Penalty: 3282.231934
	Iteration 6Q: 3 clusters Score -129775.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -129814.804688 Penalty: 3282.231934
	Iteration 7Q: 3 clusters Score -129814.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -129841.734375 Penalty: 3282.231934
	Iteration 8Q: 3 clusters Score -129841.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -129866.578125 Penalty: 3282.231934
	Iteration 9Q: 3 clusters Score -129866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -129884.101562 Penalty: 3282.231934
	Iteration 10Q: 3 clusters Score -129884.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129909.078125 Penalty: 3282.231934
	Iteration 11Q: 3 clusters Score -129909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -129962.546875 Penalty: 3282.231934
	Iteration 12Q: 3 clusters Score -129962.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -130008.070312 Penalty: 3282.231934
	Iteration 13Q: 3 clusters Score -130008.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -130059.703125 Penalty: 3282.231934
	Iteration 14Q: 3 clusters Score -130059.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -130099.093750 Penalty: 3282.231934
	Iteration 15Q: 3 clusters Score -130099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -130132.031250 Penalty: 3282.231934
	Iteration 16Q: 3 clusters Score -130132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -130167.914062 Penalty: 3282.231934
	Iteration 17Q: 3 clusters Score -130167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -130203.476562 Penalty: 3282.231934
	Iteration 18Q: 3 clusters Score -130203.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -130217.421875 Penalty: 3282.231934
	Iteration 19Q: 3 clusters Score -130217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -130230.000000 Penalty: 3282.231934
	Iteration 20F: 3 clusters Score -130230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -130233.976562 Penalty: 3282.231934
	Iteration 21Q: 3 clusters Score -130234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -130238.031250 Penalty: 3282.231934
	Iteration 22Q: 3 clusters Score -130238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -130245.796875 Penalty: 3282.231934
	Iteration 23Q: 3 clusters Score -130245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -130254.359375 Penalty: 3282.231934
	Iteration 24Q: 3 clusters Score -130254.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -130264.820312 Penalty: 3282.231934
	Iteration 25Q: 3 clusters Score -130264.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -130271.750000 Penalty: 3282.231934
	Iteration 26Q: 3 clusters Score -130271.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -130287.804688 Penalty: 3282.231934
	Iteration 27Q: 3 clusters Score -130287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -130294.031250 Penalty: 3282.231934
	Iteration 28Q: 3 clusters Score -130294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -130298.179688 Penalty: 3282.231934
	Iteration 29Q: 3 clusters Score -130298.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -130298.179688 Penalty: 3282.231934
	Iteration 30F: 3 clusters Score -130298.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -36428.332031 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -36428.33 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 116 members 
Entering Unmasked Estep 
Score: -35324.398438 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -35324.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35453.894531 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -35453.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -35489.031250 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -35489.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -35529.390625 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -35529.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -35546.402344 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -35546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -35550.695312 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -35550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -35562.000000 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -35562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -35567.503906 Penalty: 2705.839355
	Iteration 7Q: 3 clusters Score -35567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35569.445312 Penalty: 2705.839355
	Iteration 8Q: 3 clusters Score -35569.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -35569.445312 Penalty: 2705.839355
	Iteration 9F: 3 clusters Score -35569.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Entering Unmasked Estep 
Score: -13108957.000000 Penalty: 2768.771973
	Iteration 0F: 2 clusters Score -1.310896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -13076464.000000 Penalty: 5537.543945
	Iteration 0F: 3 clusters Score -1.307646e+07 nChanged 32947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -13094981.000000 Penalty: 5537.543945
	Iteration 1F: 3 clusters Score -1.309498e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -13095960.000000 Penalty: 5537.543945
	Iteration 2Q: 3 clusters Score -1.309596e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -13097595.000000 Penalty: 5537.543945
	Iteration 3Q: 3 clusters Score -1.30976e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -13099957.000000 Penalty: 5537.543945
	Iteration 4F: 3 clusters Score -1.309996e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -13103067.000000 Penalty: 5537.543945
	Iteration 5F: 3 clusters Score -1.310307e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -13106854.000000 Penalty: 5537.543945
	Iteration 6F: 3 clusters Score -1.310685e+07 nChanged 5217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -13110748.000000 Penalty: 5537.543945
	Iteration 7F: 3 clusters Score -1.311075e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -13113238.000000 Penalty: 5537.543945
	Iteration 8F: 3 clusters Score -1.311324e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -13114050.000000 Penalty: 5537.543945
	Iteration 9Q: 3 clusters Score -1.311405e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49408 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -13114501.000000 Penalty: 5537.543945
	Iteration 10Q: 3 clusters Score -1.31145e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -13114856.000000 Penalty: 5537.543945
	Iteration 11Q: 3 clusters Score -1.311486e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -13115032.000000 Penalty: 5537.543945
	Iteration 12Q: 3 clusters Score -1.311503e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -13115149.000000 Penalty: 5537.543945
	Iteration 13Q: 3 clusters Score -1.311515e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -13115227.000000 Penalty: 5537.543945
	Iteration 14Q: 3 clusters Score -1.311523e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -13115295.000000 Penalty: 5537.543945
	Iteration 15Q: 3 clusters Score -1.31153e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52715 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -13115315.000000 Penalty: 5537.543945
	Iteration 16Q: 3 clusters Score -1.311532e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -13115251.000000 Penalty: 5537.543945
	Iteration 17Q: 3 clusters Score -1.311525e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -13115263.000000 Penalty: 5537.543945
	Iteration 18Q: 3 clusters Score -1.311526e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -13115223.000000 Penalty: 5537.543945
	Iteration 19Q: 3 clusters Score -1.311522e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -13115174.000000 Penalty: 5537.543945
	Iteration 20F: 3 clusters Score -1.311517e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54808 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -13115138.000000 Penalty: 5537.543945
	Iteration 21Q: 3 clusters Score -1.311514e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55181 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -13115092.000000 Penalty: 5537.543945
	Iteration 22Q: 3 clusters Score -1.311509e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -13115060.000000 Penalty: 5537.543945
	Iteration 23Q: 3 clusters Score -1.311506e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55790 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -13115028.000000 Penalty: 5537.543945
	Iteration 24Q: 3 clusters Score -1.311503e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56066 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -13115002.000000 Penalty: 5537.543945
	Iteration 25Q: 3 clusters Score -1.3115e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -13114965.000000 Penalty: 5537.543945
	Iteration 26Q: 3 clusters Score -1.311496e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56589 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -13114912.000000 Penalty: 5537.543945
	Iteration 27Q: 3 clusters Score -1.311491e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -13114849.000000 Penalty: 5537.543945
	Iteration 28Q: 3 clusters Score -1.311485e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57063 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -13114771.000000 Penalty: 5537.543945
	Iteration 29Q: 3 clusters Score -1.311477e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -13114659.000000 Penalty: 5537.543945
	Iteration 30Q: 3 clusters Score -1.311466e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -13114505.000000 Penalty: 5537.543945
	Iteration 31Q: 3 clusters Score -1.31145e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -13114460.000000 Penalty: 5537.543945
	Iteration 32Q: 3 clusters Score -1.311446e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -13114358.000000 Penalty: 5537.543945
	Iteration 33Q: 3 clusters Score -1.311436e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -13114309.000000 Penalty: 5537.543945
	Iteration 34Q: 3 clusters Score -1.311431e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -13114182.000000 Penalty: 5537.543945
	Iteration 35Q: 3 clusters Score -1.311418e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58551 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -13114110.000000 Penalty: 5537.543945
	Iteration 36Q: 3 clusters Score -1.311411e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58720 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -13114042.000000 Penalty: 5537.543945
	Iteration 37Q: 3 clusters Score -1.311404e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -13114002.000000 Penalty: 5537.543945
	Iteration 38Q: 3 clusters Score -1.3114e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59051 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -13113895.000000 Penalty: 5537.543945
	Iteration 39Q: 3 clusters Score -1.31139e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -13113831.000000 Penalty: 5537.543945
	Iteration 40F: 3 clusters Score -1.311383e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59404 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -13113719.000000 Penalty: 5537.543945
	Iteration 41Q: 3 clusters Score -1.311372e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -13113698.000000 Penalty: 5537.543945
	Iteration 42Q: 3 clusters Score -1.31137e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59714 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -13113630.000000 Penalty: 5537.543945
	Iteration 43Q: 3 clusters Score -1.311363e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -13113599.000000 Penalty: 5537.543945
	Iteration 44Q: 3 clusters Score -1.31136e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59955 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -13113524.000000 Penalty: 5537.543945
	Iteration 45Q: 3 clusters Score -1.311352e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60082 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -13113438.000000 Penalty: 5537.543945
	Iteration 46Q: 3 clusters Score -1.311344e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -13113408.000000 Penalty: 5537.543945
	Iteration 47Q: 3 clusters Score -1.311341e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -13113378.000000 Penalty: 5537.543945
	Iteration 48Q: 3 clusters Score -1.311338e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -13113360.000000 Penalty: 5537.543945
	Iteration 49Q: 3 clusters Score -1.311336e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -13113290.000000 Penalty: 5537.543945
	Iteration 50Q: 3 clusters Score -1.311329e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -13113255.000000 Penalty: 5537.543945
	Iteration 51Q: 3 clusters Score -1.311326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60587 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -13113248.000000 Penalty: 5537.543945
	Iteration 52Q: 3 clusters Score -1.311325e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60658 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -13113181.000000 Penalty: 5537.543945
	Iteration 53Q: 3 clusters Score -1.311318e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -13113154.000000 Penalty: 5537.543945
	Iteration 54Q: 3 clusters Score -1.311315e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60791 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -13113123.000000 Penalty: 5537.543945
	Iteration 55Q: 3 clusters Score -1.311312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60846 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -13113084.000000 Penalty: 5537.543945
	Iteration 56Q: 3 clusters Score -1.311308e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60906 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -13113075.000000 Penalty: 5537.543945
	Iteration 57Q: 3 clusters Score -1.311308e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -13113035.000000 Penalty: 5537.543945
	Iteration 58Q: 3 clusters Score -1.311304e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -13112976.000000 Penalty: 5537.543945
	Iteration 59Q: 3 clusters Score -1.311298e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61077 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -13112952.000000 Penalty: 5537.543945
	Iteration 60F: 3 clusters Score -1.311295e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -13112937.000000 Penalty: 5537.543945
	Iteration 61Q: 3 clusters Score -1.311294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -13112936.000000 Penalty: 5537.543945
	Iteration 62Q: 3 clusters Score -1.311294e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -13112919.000000 Penalty: 5537.543945
	Iteration 63Q: 3 clusters Score -1.311292e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61199 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -13112906.000000 Penalty: 5537.543945
	Iteration 64Q: 3 clusters Score -1.311291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -13112868.000000 Penalty: 5537.543945
	Iteration 65Q: 3 clusters Score -1.311287e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61264 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -13112854.000000 Penalty: 5537.543945
	Iteration 66Q: 3 clusters Score -1.311285e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -13112814.000000 Penalty: 5537.543945
	Iteration 67Q: 3 clusters Score -1.311281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -13112771.000000 Penalty: 5537.543945
	Iteration 68Q: 3 clusters Score -1.311277e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61400 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -13112766.000000 Penalty: 5537.543945
	Iteration 69Q: 3 clusters Score -1.311277e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -13112749.000000 Penalty: 5537.543945
	Iteration 70Q: 3 clusters Score -1.311275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -13112721.000000 Penalty: 5537.543945
	Iteration 71Q: 3 clusters Score -1.311272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61562 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -13112701.000000 Penalty: 5537.543945
	Iteration 72Q: 3 clusters Score -1.31127e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -13112689.000000 Penalty: 5537.543945
	Iteration 73Q: 3 clusters Score -1.311269e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61642 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -13112671.000000 Penalty: 5537.543945
	Iteration 74Q: 3 clusters Score -1.311267e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61688 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -13112637.000000 Penalty: 5537.543945
	Iteration 75Q: 3 clusters Score -1.311264e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61739 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -13112617.000000 Penalty: 5537.543945
	Iteration 76Q: 3 clusters Score -1.311262e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -13112575.000000 Penalty: 5537.543945
	Iteration 77Q: 3 clusters Score -1.311258e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61831 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -13112556.000000 Penalty: 5537.543945
	Iteration 78Q: 3 clusters Score -1.311256e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -13112546.000000 Penalty: 5537.543945
	Iteration 79Q: 3 clusters Score -1.311255e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -13112534.000000 Penalty: 5537.543945
	Iteration 80F: 3 clusters Score -1.311253e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61977 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -13112496.000000 Penalty: 5537.543945
	Iteration 81Q: 3 clusters Score -1.31125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -13112483.000000 Penalty: 5537.543945
	Iteration 82Q: 3 clusters Score -1.311248e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -13112485.000000 Penalty: 5537.543945
	Iteration 83Q: 3 clusters Score -1.311248e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -13112453.000000 Penalty: 5537.543945
	Iteration 84Q: 3 clusters Score -1.311245e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -13112454.000000 Penalty: 5537.543945
	Iteration 85Q: 3 clusters Score -1.311245e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62249 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -13112425.000000 Penalty: 5537.543945
	Iteration 86Q: 3 clusters Score -1.311242e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62317 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -13112393.000000 Penalty: 5537.543945
	Iteration 87Q: 3 clusters Score -1.311239e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62378 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -13112337.000000 Penalty: 5537.543945
	Iteration 88Q: 3 clusters Score -1.311234e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -13112328.000000 Penalty: 5537.543945
	Iteration 89Q: 3 clusters Score -1.311233e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -13112293.000000 Penalty: 5537.543945
	Iteration 90Q: 3 clusters Score -1.311229e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62550 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -13112259.000000 Penalty: 5537.543945
	Iteration 91Q: 3 clusters Score -1.311226e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62610 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -13112238.000000 Penalty: 5537.543945
	Iteration 92Q: 3 clusters Score -1.311224e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62668 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -13112226.000000 Penalty: 5537.543945
	Iteration 93Q: 3 clusters Score -1.311223e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -13112224.000000 Penalty: 5537.543945
	Iteration 94Q: 3 clusters Score -1.311222e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -13112210.000000 Penalty: 5537.543945
	Iteration 95Q: 3 clusters Score -1.311221e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62866 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -13112172.000000 Penalty: 5537.543945
	Iteration 96Q: 3 clusters Score -1.311217e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62926 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -13112115.000000 Penalty: 5537.543945
	Iteration 97Q: 3 clusters Score -1.311212e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -13112090.000000 Penalty: 5537.543945
	Iteration 98Q: 3 clusters Score -1.311209e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -13112061.000000 Penalty: 5537.543945
	Iteration 99Q: 3 clusters Score -1.311206e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -13112052.000000 Penalty: 5537.543945
	Iteration 100F: 3 clusters Score -1.311205e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63136 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -13112037.000000 Penalty: 5537.543945
	Iteration 101Q: 3 clusters Score -1.311204e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63186 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -13112023.000000 Penalty: 5537.543945
	Iteration 102Q: 3 clusters Score -1.311202e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -13112043.000000 Penalty: 5537.543945
	Iteration 103Q: 3 clusters Score -1.311204e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63281 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -13112043.000000 Penalty: 5537.543945
	Iteration 104Q: 3 clusters Score -1.311204e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63323 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -13112013.000000 Penalty: 5537.543945
	Iteration 105Q: 3 clusters Score -1.311201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -13111992.000000 Penalty: 5537.543945
	Iteration 106Q: 3 clusters Score -1.311199e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63386 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -13111985.000000 Penalty: 5537.543945
	Iteration 107Q: 3 clusters Score -1.311198e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63411 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -13111973.000000 Penalty: 5537.543945
	Iteration 108Q: 3 clusters Score -1.311197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63440 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -13111944.000000 Penalty: 5537.543945
	Iteration 109Q: 3 clusters Score -1.311194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -13111942.000000 Penalty: 5537.543945
	Iteration 110Q: 3 clusters Score -1.311194e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63485 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -13111920.000000 Penalty: 5537.543945
	Iteration 111Q: 3 clusters Score -1.311192e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63504 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -13111900.000000 Penalty: 5537.543945
	Iteration 112Q: 3 clusters Score -1.31119e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -13111900.000000 Penalty: 5537.543945
	Iteration 113Q: 3 clusters Score -1.31119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63526 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -13111897.000000 Penalty: 5537.543945
	Iteration 114Q: 3 clusters Score -1.31119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63533 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -13111898.000000 Penalty: 5537.543945
	Iteration 115Q: 3 clusters Score -1.31119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -13111877.000000 Penalty: 5537.543945
	Iteration 116Q: 3 clusters Score -1.311188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -13111883.000000 Penalty: 5537.543945
	Iteration 117Q: 3 clusters Score -1.311188e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63557 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -13111868.000000 Penalty: 5537.543945
	Iteration 118Q: 3 clusters Score -1.311187e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -13111862.000000 Penalty: 5537.543945
	Iteration 119Q: 3 clusters Score -1.311186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63576 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -13111858.000000 Penalty: 5537.543945
	Iteration 120F: 3 clusters Score -1.311186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -13111838.000000 Penalty: 5537.543945
	Iteration 121Q: 3 clusters Score -1.311184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -13111839.000000 Penalty: 5537.543945
	Iteration 122Q: 3 clusters Score -1.311184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -13111842.000000 Penalty: 5537.543945
	Iteration 123Q: 3 clusters Score -1.311184e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -13111846.000000 Penalty: 5537.543945
	Iteration 124Q: 3 clusters Score -1.311185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63621 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -13111845.000000 Penalty: 5537.543945
	Iteration 125Q: 3 clusters Score -1.311184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63626 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -13111824.000000 Penalty: 5537.543945
	Iteration 126Q: 3 clusters Score -1.311182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -13111827.000000 Penalty: 5537.543945
	Iteration 127Q: 3 clusters Score -1.311183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -13111828.000000 Penalty: 5537.543945
	Iteration 128Q: 3 clusters Score -1.311183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -13111826.000000 Penalty: 5537.543945
	Iteration 129Q: 3 clusters Score -1.311183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -13111826.000000 Penalty: 5537.543945
	Iteration 130Q: 3 clusters Score -1.311183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -13111830.000000 Penalty: 5537.543945
	Iteration 131Q: 3 clusters Score -1.311183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -13111830.000000 Penalty: 5537.543945
	Iteration 132F: 3 clusters Score -1.311183e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 63642 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 1425 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 6931 members 
Entering Unmasked Estep 
Score: -136982432.000000 Penalty: 80490.468750
Splitting cluster 16 changes total score from -136946416.000000 to -136982432.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (3479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Entering Unmasked Estep 
Score: -622280.937500 Penalty: 2022.316040
	Iteration 0F: 2 clusters Score -622280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -618706.750000 Penalty: 4044.632080
	Iteration 0F: 3 clusters Score -618706.8 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -619485.187500 Penalty: 4044.632080
	Iteration 1F: 3 clusters Score -619485.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -619764.062500 Penalty: 4044.632080
	Iteration 2F: 3 clusters Score -619764.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -620088.937500 Penalty: 4044.632080
	Iteration 3F: 3 clusters Score -620088.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -620356.937500 Penalty: 4044.632080
	Iteration 4F: 3 clusters Score -620356.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -620568.250000 Penalty: 4044.632080
	Iteration 5F: 3 clusters Score -620568.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -620754.000000 Penalty: 4044.632080
	Iteration 6Q: 3 clusters Score -620754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -620908.750000 Penalty: 4044.632080
	Iteration 7Q: 3 clusters Score -620908.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -621037.375000 Penalty: 4044.632080
	Iteration 8Q: 3 clusters Score -621037.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -621121.375000 Penalty: 4044.632080
	Iteration 9Q: 3 clusters Score -621121.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -621185.375000 Penalty: 4044.632080
	Iteration 10Q: 3 clusters Score -621185.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -621224.750000 Penalty: 4044.632080
	Iteration 11Q: 3 clusters Score -621224.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -621246.625000 Penalty: 4044.632080
	Iteration 12Q: 3 clusters Score -621246.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -621258.500000 Penalty: 4044.632080
	Iteration 13Q: 3 clusters Score -621258.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -621266.750000 Penalty: 4044.632080
	Iteration 14Q: 3 clusters Score -621266.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -621275.000000 Penalty: 4044.632080
	Iteration 15Q: 3 clusters Score -621275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -621283.625000 Penalty: 4044.632080
	Iteration 16Q: 3 clusters Score -621283.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -621289.312500 Penalty: 4044.632080
	Iteration 17Q: 3 clusters Score -621289.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -621297.375000 Penalty: 4044.632080
	Iteration 18Q: 3 clusters Score -621297.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -621300.687500 Penalty: 4044.632080
	Iteration 19Q: 3 clusters Score -621300.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -621301.000000 Penalty: 4044.632080
	Iteration 20F: 3 clusters Score -621301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -621302.500000 Penalty: 4044.632080
	Iteration 21Q: 3 clusters Score -621302.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -621302.500000 Penalty: 4044.632080
	Iteration 22F: 3 clusters Score -621302.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Entering Unmasked Estep 
Score: -154078.890625 Penalty: 1800.957886
	Iteration 0F: 2 clusters Score -154078.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152654.265625 Penalty: 3601.915771
	Iteration 0F: 3 clusters Score -152654.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -158610.750000 Penalty: 3601.915771
	Iteration 1F: 3 clusters Score -158610.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -163511.468750 Penalty: 3601.915771
	Iteration 2F: 3 clusters Score -163511.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -164361.937500 Penalty: 3601.915771
	Iteration 3F: 3 clusters Score -164361.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -164620.343750 Penalty: 3601.915771
	Iteration 4Q: 3 clusters Score -164620.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -164805.781250 Penalty: 3601.915771
	Iteration 5Q: 3 clusters Score -164805.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -164965.796875 Penalty: 3601.915771
	Iteration 6Q: 3 clusters Score -164965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -165070.500000 Penalty: 3601.915771
	Iteration 7Q: 3 clusters Score -165070.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165110.890625 Penalty: 3601.915771
	Iteration 8Q: 3 clusters Score -165110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165132.859375 Penalty: 3601.915771
	Iteration 9Q: 3 clusters Score -165132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165139.984375 Penalty: 3601.915771
	Iteration 10Q: 3 clusters Score -165140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165141.609375 Penalty: 3601.915771
	Iteration 11Q: 3 clusters Score -165141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165141.609375 Penalty: 3601.915771
	Iteration 12F: 3 clusters Score -165141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 63642 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 78022 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 6931 members 
Mstep: Class 25 contains 515 members 
Entering Unmasked Estep 
Score: -136992176.000000 Penalty: 83844.242188
Splitting cluster 18 changes total score from -136946416.000000 to -136992176.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 19 (42294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Entering Unmasked Estep 
Score: -7907747.500000 Penalty: 2641.795410
	Iteration 0F: 2 clusters Score -7907748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -7880471.500000 Penalty: 5283.590820
	Iteration 0F: 3 clusters Score -7880472 nChanged 19267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7891100.500000 Penalty: 5283.590820
	Iteration 1F: 3 clusters Score -7891100 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7891605.500000 Penalty: 5283.590820
	Iteration 2Q: 3 clusters Score -7891606 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -7892092.000000 Penalty: 5283.590820
	Iteration 3Q: 3 clusters Score -7892092 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -7892557.500000 Penalty: 5283.590820
	Iteration 4Q: 3 clusters Score -7892558 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -7893166.000000 Penalty: 5283.590820
	Iteration 5Q: 3 clusters Score -7893166 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -7893947.500000 Penalty: 5283.590820
	Iteration 6Q: 3 clusters Score -7893948 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -7894914.500000 Penalty: 5283.590820
	Iteration 7Q: 3 clusters Score -7894914 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -7896031.500000 Penalty: 5283.590820
	Iteration 8Q: 3 clusters Score -7896032 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -7897308.000000 Penalty: 5283.590820
	Iteration 9Q: 3 clusters Score -7897308 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -7898823.500000 Penalty: 5283.590820
	Iteration 10F: 3 clusters Score -7898824 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -7900343.500000 Penalty: 5283.590820
	Iteration 11F: 3 clusters Score -7900344 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -7901442.000000 Penalty: 5283.590820
	Iteration 12Q: 3 clusters Score -7901442 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -7902009.500000 Penalty: 5283.590820
	Iteration 13Q: 3 clusters Score -7902010 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -7902347.500000 Penalty: 5283.590820
	Iteration 14Q: 3 clusters Score -7902348 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -7902493.500000 Penalty: 5283.590820
	Iteration 15Q: 3 clusters Score -7902494 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -7902634.000000 Penalty: 5283.590820
	Iteration 16Q: 3 clusters Score -7902634 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -7902768.500000 Penalty: 5283.590820
	Iteration 17Q: 3 clusters Score -7902768 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -7902825.500000 Penalty: 5283.590820
	Iteration 18Q: 3 clusters Score -7902826 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -7902907.000000 Penalty: 5283.590820
	Iteration 19Q: 3 clusters Score -7902907 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -7902957.000000 Penalty: 5283.590820
	Iteration 20F: 3 clusters Score -7902957 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -7903023.000000 Penalty: 5283.590820
	Iteration 21Q: 3 clusters Score -7903023 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -7903087.000000 Penalty: 5283.590820
	Iteration 22Q: 3 clusters Score -7903087 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -7903164.000000 Penalty: 5283.590820
	Iteration 23Q: 3 clusters Score -7903164 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -7903245.000000 Penalty: 5283.590820
	Iteration 24Q: 3 clusters Score -7903245 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -7903294.000000 Penalty: 5283.590820
	Iteration 25Q: 3 clusters Score -7903294 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -7903345.500000 Penalty: 5283.590820
	Iteration 26Q: 3 clusters Score -7903346 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -7903368.500000 Penalty: 5283.590820
	Iteration 27Q: 3 clusters Score -7903368 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -7903410.000000 Penalty: 5283.590820
	Iteration 28Q: 3 clusters Score -7903410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7903461.500000 Penalty: 5283.590820
	Iteration 29Q: 3 clusters Score -7903462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -7903471.000000 Penalty: 5283.590820
	Iteration 30Q: 3 clusters Score -7903471 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -7903513.500000 Penalty: 5283.590820
	Iteration 31Q: 3 clusters Score -7903514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -7903548.500000 Penalty: 5283.590820
	Iteration 32Q: 3 clusters Score -7903548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -7903543.000000 Penalty: 5283.590820
	Iteration 33Q: 3 clusters Score -7903543 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -7903572.500000 Penalty: 5283.590820
	Iteration 34Q: 3 clusters Score -7903572 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -7903568.500000 Penalty: 5283.590820
	Iteration 35Q: 3 clusters Score -7903568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -7903594.000000 Penalty: 5283.590820
	Iteration 36Q: 3 clusters Score -7903594 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7903625.500000 Penalty: 5283.590820
	Iteration 37Q: 3 clusters Score -7903626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -7903644.500000 Penalty: 5283.590820
	Iteration 38Q: 3 clusters Score -7903644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -7903673.000000 Penalty: 5283.590820
	Iteration 39Q: 3 clusters Score -7903673 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -7903665.500000 Penalty: 5283.590820
	Iteration 40F: 3 clusters Score -7903666 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7903656.500000 Penalty: 5283.590820
	Iteration 41Q: 3 clusters Score -7903656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -7903665.500000 Penalty: 5283.590820
	Iteration 42Q: 3 clusters Score -7903666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -7903671.000000 Penalty: 5283.590820
	Iteration 43Q: 3 clusters Score -7903671 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -7903660.000000 Penalty: 5283.590820
	Iteration 44Q: 3 clusters Score -7903660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -7903655.500000 Penalty: 5283.590820
	Iteration 45Q: 3 clusters Score -7903656 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -7903655.000000 Penalty: 5283.590820
	Iteration 46Q: 3 clusters Score -7903655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -7903649.500000 Penalty: 5283.590820
	Iteration 47Q: 3 clusters Score -7903650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -7903665.000000 Penalty: 5283.590820
	Iteration 48Q: 3 clusters Score -7903665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -7903671.000000 Penalty: 5283.590820
	Iteration 49Q: 3 clusters Score -7903671 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -7903676.000000 Penalty: 5283.590820
	Iteration 50Q: 3 clusters Score -7903676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -7903690.500000 Penalty: 5283.590820
	Iteration 51Q: 3 clusters Score -7903690 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -7903674.500000 Penalty: 5283.590820
	Iteration 52Q: 3 clusters Score -7903674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -7903695.000000 Penalty: 5283.590820
	Iteration 53Q: 3 clusters Score -7903695 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7903703.000000 Penalty: 5283.590820
	Iteration 54Q: 3 clusters Score -7903703 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -7903697.500000 Penalty: 5283.590820
	Iteration 55Q: 3 clusters Score -7903698 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -7903695.000000 Penalty: 5283.590820
	Iteration 56Q: 3 clusters Score -7903695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -7903702.500000 Penalty: 5283.590820
	Iteration 57Q: 3 clusters Score -7903702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -7903706.500000 Penalty: 5283.590820
	Iteration 58Q: 3 clusters Score -7903706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -7903709.000000 Penalty: 5283.590820
	Iteration 59Q: 3 clusters Score -7903709 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -7903726.000000 Penalty: 5283.590820
	Iteration 60F: 3 clusters Score -7903726 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -7903734.500000 Penalty: 5283.590820
	Iteration 61Q: 3 clusters Score -7903734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7903721.000000 Penalty: 5283.590820
	Iteration 62Q: 3 clusters Score -7903721 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -7903724.000000 Penalty: 5283.590820
	Iteration 63Q: 3 clusters Score -7903724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -7903738.500000 Penalty: 5283.590820
	Iteration 64Q: 3 clusters Score -7903738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -7903725.000000 Penalty: 5283.590820
	Iteration 65Q: 3 clusters Score -7903725 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7903720.500000 Penalty: 5283.590820
	Iteration 66Q: 3 clusters Score -7903720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -7903733.500000 Penalty: 5283.590820
	Iteration 67Q: 3 clusters Score -7903734 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -7903723.000000 Penalty: 5283.590820
	Iteration 68Q: 3 clusters Score -7903723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -7903725.000000 Penalty: 5283.590820
	Iteration 69Q: 3 clusters Score -7903725 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -7903751.500000 Penalty: 5283.590820
	Iteration 70Q: 3 clusters Score -7903752 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7903745.500000 Penalty: 5283.590820
	Iteration 71Q: 3 clusters Score -7903746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7903760.500000 Penalty: 5283.590820
	Iteration 72Q: 3 clusters Score -7903760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7903762.500000 Penalty: 5283.590820
	Iteration 73Q: 3 clusters Score -7903762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -7903764.500000 Penalty: 5283.590820
	Iteration 74Q: 3 clusters Score -7903764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -7903757.500000 Penalty: 5283.590820
	Iteration 75Q: 3 clusters Score -7903758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -7903769.000000 Penalty: 5283.590820
	Iteration 76Q: 3 clusters Score -7903769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7903786.000000 Penalty: 5283.590820
	Iteration 77Q: 3 clusters Score -7903786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -7903769.000000 Penalty: 5283.590820
	Iteration 78Q: 3 clusters Score -7903769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -7903774.500000 Penalty: 5283.590820
	Iteration 79Q: 3 clusters Score -7903774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -7903781.500000 Penalty: 5283.590820
	Iteration 80F: 3 clusters Score -7903782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -7903777.500000 Penalty: 5283.590820
	Iteration 81Q: 3 clusters Score -7903778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 29615 members 
Entering Unmasked Estep 
Score: -7903779.000000 Penalty: 5283.590820
	Iteration 82Q: 3 clusters Score -7903779 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -7903779.000000 Penalty: 5283.590820
	Iteration 83Q: 3 clusters Score -7903779 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -7903785.000000 Penalty: 5283.590820
	Iteration 84Q: 3 clusters Score -7903785 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -7903775.500000 Penalty: 5283.590820
	Iteration 85Q: 3 clusters Score -7903776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -7903789.500000 Penalty: 5283.590820
	Iteration 86Q: 3 clusters Score -7903790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7903819.000000 Penalty: 5283.590820
	Iteration 87Q: 3 clusters Score -7903819 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -7903833.000000 Penalty: 5283.590820
	Iteration 88Q: 3 clusters Score -7903833 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -7903833.000000 Penalty: 5283.590820
	Iteration 89Q: 3 clusters Score -7903833 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -7903825.500000 Penalty: 5283.590820
	Iteration 90Q: 3 clusters Score -7903826 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -7903821.500000 Penalty: 5283.590820
	Iteration 91Q: 3 clusters Score -7903822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -7903842.500000 Penalty: 5283.590820
	Iteration 92Q: 3 clusters Score -7903842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -7903859.000000 Penalty: 5283.590820
	Iteration 93Q: 3 clusters Score -7903859 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -7903876.000000 Penalty: 5283.590820
	Iteration 94Q: 3 clusters Score -7903876 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7903869.000000 Penalty: 5283.590820
	Iteration 95Q: 3 clusters Score -7903869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -7903892.000000 Penalty: 5283.590820
	Iteration 96Q: 3 clusters Score -7903892 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -7903918.500000 Penalty: 5283.590820
	Iteration 97Q: 3 clusters Score -7903918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -7903926.000000 Penalty: 5283.590820
	Iteration 98Q: 3 clusters Score -7903926 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -7903919.500000 Penalty: 5283.590820
	Iteration 99Q: 3 clusters Score -7903920 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -7903935.000000 Penalty: 5283.590820
	Iteration 100F: 3 clusters Score -7903935 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -7903938.500000 Penalty: 5283.590820
	Iteration 101Q: 3 clusters Score -7903938 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -7903955.500000 Penalty: 5283.590820
	Iteration 102Q: 3 clusters Score -7903956 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -7903986.500000 Penalty: 5283.590820
	Iteration 103Q: 3 clusters Score -7903986 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7903981.500000 Penalty: 5283.590820
	Iteration 104Q: 3 clusters Score -7903982 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7904017.500000 Penalty: 5283.590820
	Iteration 105Q: 3 clusters Score -7904018 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -7904017.000000 Penalty: 5283.590820
	Iteration 106Q: 3 clusters Score -7904017 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -7904045.500000 Penalty: 5283.590820
	Iteration 107Q: 3 clusters Score -7904046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -7904055.000000 Penalty: 5283.590820
	Iteration 108Q: 3 clusters Score -7904055 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -7904066.000000 Penalty: 5283.590820
	Iteration 109Q: 3 clusters Score -7904066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -7904113.000000 Penalty: 5283.590820
	Iteration 110Q: 3 clusters Score -7904113 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -7904106.000000 Penalty: 5283.590820
	Iteration 111Q: 3 clusters Score -7904106 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -7904126.500000 Penalty: 5283.590820
	Iteration 112Q: 3 clusters Score -7904126 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -7904155.000000 Penalty: 5283.590820
	Iteration 113Q: 3 clusters Score -7904155 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -7904160.500000 Penalty: 5283.590820
	Iteration 114Q: 3 clusters Score -7904160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -7904195.500000 Penalty: 5283.590820
	Iteration 115Q: 3 clusters Score -7904196 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -7904193.500000 Penalty: 5283.590820
	Iteration 116Q: 3 clusters Score -7904194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -7904214.500000 Penalty: 5283.590820
	Iteration 117Q: 3 clusters Score -7904214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -7904234.500000 Penalty: 5283.590820
	Iteration 118Q: 3 clusters Score -7904234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -7904258.500000 Penalty: 5283.590820
	Iteration 119Q: 3 clusters Score -7904258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -7904293.000000 Penalty: 5283.590820
	Iteration 120F: 3 clusters Score -7904293 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -7904316.000000 Penalty: 5283.590820
	Iteration 121Q: 3 clusters Score -7904316 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -7904337.000000 Penalty: 5283.590820
	Iteration 122Q: 3 clusters Score -7904337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7904367.500000 Penalty: 5283.590820
	Iteration 123Q: 3 clusters Score -7904368 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -7904414.500000 Penalty: 5283.590820
	Iteration 124Q: 3 clusters Score -7904414 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -7904417.000000 Penalty: 5283.590820
	Iteration 125Q: 3 clusters Score -7904417 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -7904431.500000 Penalty: 5283.590820
	Iteration 126Q: 3 clusters Score -7904432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -7904456.500000 Penalty: 5283.590820
	Iteration 127Q: 3 clusters Score -7904456 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7904494.000000 Penalty: 5283.590820
	Iteration 128Q: 3 clusters Score -7904494 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -7904541.500000 Penalty: 5283.590820
	Iteration 129Q: 3 clusters Score -7904542 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -7904552.000000 Penalty: 5283.590820
	Iteration 130Q: 3 clusters Score -7904552 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35179 members 
Entering Unmasked Estep 
Score: -7904566.500000 Penalty: 5283.590820
	Iteration 131Q: 3 clusters Score -7904566 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -7904610.500000 Penalty: 5283.590820
	Iteration 132Q: 3 clusters Score -7904610 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -7904637.500000 Penalty: 5283.590820
	Iteration 133Q: 3 clusters Score -7904638 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7904693.500000 Penalty: 5283.590820
	Iteration 134Q: 3 clusters Score -7904694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7904729.500000 Penalty: 5283.590820
	Iteration 135Q: 3 clusters Score -7904730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -7904774.500000 Penalty: 5283.590820
	Iteration 136Q: 3 clusters Score -7904774 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7904802.000000 Penalty: 5283.590820
	Iteration 137Q: 3 clusters Score -7904802 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 36380 members 
Entering Unmasked Estep 
Score: -7904836.500000 Penalty: 5283.590820
	Iteration 138Q: 3 clusters Score -7904836 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -7904864.000000 Penalty: 5283.590820
	Iteration 139Q: 3 clusters Score -7904864 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -7904913.500000 Penalty: 5283.590820
	Iteration 140F: 3 clusters Score -7904914 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -7904937.500000 Penalty: 5283.590820
	Iteration 141Q: 3 clusters Score -7904938 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 37089 members 
Entering Unmasked Estep 
Score: -7904970.000000 Penalty: 5283.590820
	Iteration 142Q: 3 clusters Score -7904970 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7905000.500000 Penalty: 5283.590820
	Iteration 143Q: 3 clusters Score -7905000 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -7905040.000000 Penalty: 5283.590820
	Iteration 144Q: 3 clusters Score -7905040 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -7905089.500000 Penalty: 5283.590820
	Iteration 145Q: 3 clusters Score -7905090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7905125.500000 Penalty: 5283.590820
	Iteration 146Q: 3 clusters Score -7905126 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7905188.000000 Penalty: 5283.590820
	Iteration 147Q: 3 clusters Score -7905188 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7905227.000000 Penalty: 5283.590820
	Iteration 148Q: 3 clusters Score -7905227 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -7905251.000000 Penalty: 5283.590820
	Iteration 149Q: 3 clusters Score -7905251 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -7905286.000000 Penalty: 5283.590820
	Iteration 150Q: 3 clusters Score -7905286 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7905325.000000 Penalty: 5283.590820
	Iteration 151Q: 3 clusters Score -7905325 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7905383.000000 Penalty: 5283.590820
	Iteration 152Q: 3 clusters Score -7905383 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -7905396.500000 Penalty: 5283.590820
	Iteration 153Q: 3 clusters Score -7905396 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 39241 members 
Entering Unmasked Estep 
Score: -7905426.500000 Penalty: 5283.590820
	Iteration 154Q: 3 clusters Score -7905426 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -7905435.500000 Penalty: 5283.590820
	Iteration 155Q: 3 clusters Score -7905436 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -7905467.000000 Penalty: 5283.590820
	Iteration 156Q: 3 clusters Score -7905467 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7905488.500000 Penalty: 5283.590820
	Iteration 157Q: 3 clusters Score -7905488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -7905485.500000 Penalty: 5283.590820
	Iteration 158Q: 3 clusters Score -7905486 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7905506.000000 Penalty: 5283.590820
	Iteration 159Q: 3 clusters Score -7905506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7905529.500000 Penalty: 5283.590820
	Iteration 160F: 3 clusters Score -7905530 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7905560.500000 Penalty: 5283.590820
	Iteration 161Q: 3 clusters Score -7905560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -7905565.500000 Penalty: 5283.590820
	Iteration 162Q: 3 clusters Score -7905566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -7905601.500000 Penalty: 5283.590820
	Iteration 163Q: 3 clusters Score -7905602 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -7905618.500000 Penalty: 5283.590820
	Iteration 164Q: 3 clusters Score -7905618 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -7905626.000000 Penalty: 5283.590820
	Iteration 165Q: 3 clusters Score -7905626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -7905648.000000 Penalty: 5283.590820
	Iteration 166Q: 3 clusters Score -7905648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -7905666.000000 Penalty: 5283.590820
	Iteration 167Q: 3 clusters Score -7905666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7905680.500000 Penalty: 5283.590820
	Iteration 168Q: 3 clusters Score -7905680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7905677.000000 Penalty: 5283.590820
	Iteration 169Q: 3 clusters Score -7905677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -7905680.000000 Penalty: 5283.590820
	Iteration 170Q: 3 clusters Score -7905680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7905682.000000 Penalty: 5283.590820
	Iteration 171Q: 3 clusters Score -7905682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7905680.000000 Penalty: 5283.590820
	Iteration 172Q: 3 clusters Score -7905680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7905686.500000 Penalty: 5283.590820
	Iteration 173Q: 3 clusters Score -7905686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7905690.500000 Penalty: 5283.590820
	Iteration 174Q: 3 clusters Score -7905690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7905678.500000 Penalty: 5283.590820
	Iteration 175Q: 3 clusters Score -7905678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -7905685.500000 Penalty: 5283.590820
	Iteration 176Q: 3 clusters Score -7905686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -7905681.500000 Penalty: 5283.590820
	Iteration 177Q: 3 clusters Score -7905682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -7905677.000000 Penalty: 5283.590820
	Iteration 178Q: 3 clusters Score -7905677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7905683.000000 Penalty: 5283.590820
	Iteration 179Q: 3 clusters Score -7905683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -7905695.500000 Penalty: 5283.590820
	Iteration 180F: 3 clusters Score -7905696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -7905708.500000 Penalty: 5283.590820
	Iteration 181Q: 3 clusters Score -7905708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -7905701.500000 Penalty: 5283.590820
	Iteration 182Q: 3 clusters Score -7905702 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -7905712.500000 Penalty: 5283.590820
	Iteration 183Q: 3 clusters Score -7905712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -7905718.000000 Penalty: 5283.590820
	Iteration 184Q: 3 clusters Score -7905718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -7905737.500000 Penalty: 5283.590820
	Iteration 185Q: 3 clusters Score -7905738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -7905732.500000 Penalty: 5283.590820
	Iteration 186Q: 3 clusters Score -7905732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -7905743.000000 Penalty: 5283.590820
	Iteration 187Q: 3 clusters Score -7905743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7905735.000000 Penalty: 5283.590820
	Iteration 188Q: 3 clusters Score -7905735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -7905735.500000 Penalty: 5283.590820
	Iteration 189Q: 3 clusters Score -7905736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -7905729.000000 Penalty: 5283.590820
	Iteration 190Q: 3 clusters Score -7905729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -7905739.000000 Penalty: 5283.590820
	Iteration 191Q: 3 clusters Score -7905739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7905743.000000 Penalty: 5283.590820
	Iteration 192Q: 3 clusters Score -7905743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -7905740.500000 Penalty: 5283.590820
	Iteration 193Q: 3 clusters Score -7905740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7905750.000000 Penalty: 5283.590820
	Iteration 194Q: 3 clusters Score -7905750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -7905743.000000 Penalty: 5283.590820
	Iteration 195Q: 3 clusters Score -7905743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -7905751.000000 Penalty: 5283.590820
	Iteration 196Q: 3 clusters Score -7905751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -7905754.000000 Penalty: 5283.590820
	Iteration 197Q: 3 clusters Score -7905754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -7905750.500000 Penalty: 5283.590820
	Iteration 198Q: 3 clusters Score -7905750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7905749.500000 Penalty: 5283.590820
	Iteration 199Q: 3 clusters Score -7905750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -7905746.000000 Penalty: 5283.590820
	Iteration 200F: 3 clusters Score -7905746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -7905743.500000 Penalty: 5283.590820
	Iteration 201Q: 3 clusters Score -7905744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -7905743.000000 Penalty: 5283.590820
	Iteration 202Q: 3 clusters Score -7905743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -7905745.000000 Penalty: 5283.590820
	Iteration 203Q: 3 clusters Score -7905745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -7905745.000000 Penalty: 5283.590820
	Iteration 204F: 3 clusters Score -7905745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (78022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Entering Unmasked Estep 
Score: -14612674.000000 Penalty: 2793.656982
	Iteration 0F: 2 clusters Score -1.461267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -14589597.000000 Penalty: 5587.313965
	Iteration 0F: 3 clusters Score -1.45896e+07 nChanged 36543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -14610558.000000 Penalty: 5587.313965
	Iteration 1F: 3 clusters Score -1.461056e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -14611554.000000 Penalty: 5587.313965
	Iteration 2Q: 3 clusters Score -1.461155e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -14612677.000000 Penalty: 5587.313965
	Iteration 3Q: 3 clusters Score -1.461268e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -14614048.000000 Penalty: 5587.313965
	Iteration 4Q: 3 clusters Score -1.461405e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -14615926.000000 Penalty: 5587.313965
	Iteration 5Q: 3 clusters Score -1.461593e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -14617990.000000 Penalty: 5587.313965
	Iteration 6F: 3 clusters Score -1.461799e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -14620412.000000 Penalty: 5587.313965
	Iteration 7F: 3 clusters Score -1.462041e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -14622923.000000 Penalty: 5587.313965
	Iteration 8F: 3 clusters Score -1.462292e+07 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -14625170.000000 Penalty: 5587.313965
	Iteration 9F: 3 clusters Score -1.462517e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -14626546.000000 Penalty: 5587.313965
	Iteration 10Q: 3 clusters Score -1.462655e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -14627171.000000 Penalty: 5587.313965
	Iteration 11Q: 3 clusters Score -1.462717e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -14627382.000000 Penalty: 5587.313965
	Iteration 12Q: 3 clusters Score -1.462738e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -14627504.000000 Penalty: 5587.313965
	Iteration 13Q: 3 clusters Score -1.46275e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -14627581.000000 Penalty: 5587.313965
	Iteration 14Q: 3 clusters Score -1.462758e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -14627797.000000 Penalty: 5587.313965
	Iteration 15Q: 3 clusters Score -1.46278e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -14627883.000000 Penalty: 5587.313965
	Iteration 16Q: 3 clusters Score -1.462788e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -14627960.000000 Penalty: 5587.313965
	Iteration 17Q: 3 clusters Score -1.462796e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -14628118.000000 Penalty: 5587.313965
	Iteration 18Q: 3 clusters Score -1.462812e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -14628208.000000 Penalty: 5587.313965
	Iteration 19Q: 3 clusters Score -1.462821e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -14628294.000000 Penalty: 5587.313965
	Iteration 20F: 3 clusters Score -1.462829e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Mstep: Class 2 contains 33639 members 
Entering Unmasked Estep 
Score: -14628347.000000 Penalty: 5587.313965
	Iteration 21Q: 3 clusters Score -1.462835e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -14628425.000000 Penalty: 5587.313965
	Iteration 22Q: 3 clusters Score -1.462842e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -14628573.000000 Penalty: 5587.313965
	Iteration 23Q: 3 clusters Score -1.462857e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -14628569.000000 Penalty: 5587.313965
	Iteration 24Q: 3 clusters Score -1.462857e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -14628603.000000 Penalty: 5587.313965
	Iteration 25Q: 3 clusters Score -1.46286e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -14628738.000000 Penalty: 5587.313965
	Iteration 26Q: 3 clusters Score -1.462874e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -14628773.000000 Penalty: 5587.313965
	Iteration 27Q: 3 clusters Score -1.462877e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -14628860.000000 Penalty: 5587.313965
	Iteration 28Q: 3 clusters Score -1.462886e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -14628921.000000 Penalty: 5587.313965
	Iteration 29Q: 3 clusters Score -1.462892e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -14629039.000000 Penalty: 5587.313965
	Iteration 30Q: 3 clusters Score -1.462904e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -14629099.000000 Penalty: 5587.313965
	Iteration 31Q: 3 clusters Score -1.46291e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -14629158.000000 Penalty: 5587.313965
	Iteration 32Q: 3 clusters Score -1.462916e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -14629201.000000 Penalty: 5587.313965
	Iteration 33Q: 3 clusters Score -1.46292e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -14629229.000000 Penalty: 5587.313965
	Iteration 34Q: 3 clusters Score -1.462923e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -14629258.000000 Penalty: 5587.313965
	Iteration 35Q: 3 clusters Score -1.462926e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -14629245.000000 Penalty: 5587.313965
	Iteration 36Q: 3 clusters Score -1.462924e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -14629285.000000 Penalty: 5587.313965
	Iteration 37Q: 3 clusters Score -1.462928e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -14629320.000000 Penalty: 5587.313965
	Iteration 38Q: 3 clusters Score -1.462932e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -14629318.000000 Penalty: 5587.313965
	Iteration 39Q: 3 clusters Score -1.462932e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -14629269.000000 Penalty: 5587.313965
	Iteration 40F: 3 clusters Score -1.462927e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -14629241.000000 Penalty: 5587.313965
	Iteration 41Q: 3 clusters Score -1.462924e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -14629216.000000 Penalty: 5587.313965
	Iteration 42Q: 3 clusters Score -1.462922e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -14629234.000000 Penalty: 5587.313965
	Iteration 43Q: 3 clusters Score -1.462923e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -14629228.000000 Penalty: 5587.313965
	Iteration 44Q: 3 clusters Score -1.462923e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -14629188.000000 Penalty: 5587.313965
	Iteration 45Q: 3 clusters Score -1.462919e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -14629195.000000 Penalty: 5587.313965
	Iteration 46Q: 3 clusters Score -1.46292e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -14629163.000000 Penalty: 5587.313965
	Iteration 47Q: 3 clusters Score -1.462916e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -14629152.000000 Penalty: 5587.313965
	Iteration 48Q: 3 clusters Score -1.462915e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -14629150.000000 Penalty: 5587.313965
	Iteration 49Q: 3 clusters Score -1.462915e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -14629136.000000 Penalty: 5587.313965
	Iteration 50Q: 3 clusters Score -1.462914e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -14629123.000000 Penalty: 5587.313965
	Iteration 51Q: 3 clusters Score -1.462912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -14629153.000000 Penalty: 5587.313965
	Iteration 52Q: 3 clusters Score -1.462915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -14629173.000000 Penalty: 5587.313965
	Iteration 53Q: 3 clusters Score -1.462917e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -14629177.000000 Penalty: 5587.313965
	Iteration 54Q: 3 clusters Score -1.462918e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -14629163.000000 Penalty: 5587.313965
	Iteration 55Q: 3 clusters Score -1.462916e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -14629153.000000 Penalty: 5587.313965
	Iteration 56Q: 3 clusters Score -1.462915e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -14629133.000000 Penalty: 5587.313965
	Iteration 57Q: 3 clusters Score -1.462913e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 30766 members 
Entering Unmasked Estep 
Score: -14629144.000000 Penalty: 5587.313965
	Iteration 58Q: 3 clusters Score -1.462914e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -14629156.000000 Penalty: 5587.313965
	Iteration 59Q: 3 clusters Score -1.462916e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -14629152.000000 Penalty: 5587.313965
	Iteration 60F: 3 clusters Score -1.462915e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47318 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -14629120.000000 Penalty: 5587.313965
	Iteration 61Q: 3 clusters Score -1.462912e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -14629124.000000 Penalty: 5587.313965
	Iteration 62Q: 3 clusters Score -1.462912e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -14629127.000000 Penalty: 5587.313965
	Iteration 63Q: 3 clusters Score -1.462913e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -14629106.000000 Penalty: 5587.313965
	Iteration 64Q: 3 clusters Score -1.462911e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -14629123.000000 Penalty: 5587.313965
	Iteration 65Q: 3 clusters Score -1.462912e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47316 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -14629130.000000 Penalty: 5587.313965
	Iteration 66Q: 3 clusters Score -1.462913e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -14629127.000000 Penalty: 5587.313965
	Iteration 67Q: 3 clusters Score -1.462913e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -14629121.000000 Penalty: 5587.313965
	Iteration 68Q: 3 clusters Score -1.462912e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -14629128.000000 Penalty: 5587.313965
	Iteration 69Q: 3 clusters Score -1.462913e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -14629158.000000 Penalty: 5587.313965
	Iteration 70Q: 3 clusters Score -1.462916e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -14629139.000000 Penalty: 5587.313965
	Iteration 71Q: 3 clusters Score -1.462914e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -14629138.000000 Penalty: 5587.313965
	Iteration 72Q: 3 clusters Score -1.462914e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -14629132.000000 Penalty: 5587.313965
	Iteration 73Q: 3 clusters Score -1.462913e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -14629145.000000 Penalty: 5587.313965
	Iteration 74Q: 3 clusters Score -1.462914e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47341 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -14629186.000000 Penalty: 5587.313965
	Iteration 75Q: 3 clusters Score -1.462919e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -14629188.000000 Penalty: 5587.313965
	Iteration 76Q: 3 clusters Score -1.462919e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -14629183.000000 Penalty: 5587.313965
	Iteration 77Q: 3 clusters Score -1.462918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47336 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -14629183.000000 Penalty: 5587.313965
	Iteration 78Q: 3 clusters Score -1.462918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -14629172.000000 Penalty: 5587.313965
	Iteration 79Q: 3 clusters Score -1.462917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -14629161.000000 Penalty: 5587.313965
	Iteration 80F: 3 clusters Score -1.462916e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -14629169.000000 Penalty: 5587.313965
	Iteration 81Q: 3 clusters Score -1.462917e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47332 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -14629173.000000 Penalty: 5587.313965
	Iteration 82Q: 3 clusters Score -1.462917e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -14629172.000000 Penalty: 5587.313965
	Iteration 83Q: 3 clusters Score -1.462917e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -14629166.000000 Penalty: 5587.313965
	Iteration 84Q: 3 clusters Score -1.462917e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -14629178.000000 Penalty: 5587.313965
	Iteration 85Q: 3 clusters Score -1.462918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -14629186.000000 Penalty: 5587.313965
	Iteration 86Q: 3 clusters Score -1.462919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -14629186.000000 Penalty: 5587.313965
	Iteration 87Q: 3 clusters Score -1.462919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -14629179.000000 Penalty: 5587.313965
	Iteration 88Q: 3 clusters Score -1.462918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -14629174.000000 Penalty: 5587.313965
	Iteration 89Q: 3 clusters Score -1.462917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -14629167.000000 Penalty: 5587.313965
	Iteration 90Q: 3 clusters Score -1.462917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -14629164.000000 Penalty: 5587.313965
	Iteration 91Q: 3 clusters Score -1.462916e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -14629171.000000 Penalty: 5587.313965
	Iteration 92Q: 3 clusters Score -1.462917e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -14629174.000000 Penalty: 5587.313965
	Iteration 93Q: 3 clusters Score -1.462917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -14629181.000000 Penalty: 5587.313965
	Iteration 94Q: 3 clusters Score -1.462918e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -14629182.000000 Penalty: 5587.313965
	Iteration 95Q: 3 clusters Score -1.462918e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -14629183.000000 Penalty: 5587.313965
	Iteration 96Q: 3 clusters Score -1.462918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -14629198.000000 Penalty: 5587.313965
	Iteration 97Q: 3 clusters Score -1.46292e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -14629207.000000 Penalty: 5587.313965
	Iteration 98Q: 3 clusters Score -1.462921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 30613 members 
Entering Unmasked Estep 
Score: -14629223.000000 Penalty: 5587.313965
	Iteration 99Q: 3 clusters Score -1.462922e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -14629216.000000 Penalty: 5587.313965
	Iteration 100F: 3 clusters Score -1.462922e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -14629203.000000 Penalty: 5587.313965
	Iteration 101Q: 3 clusters Score -1.46292e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -14629215.000000 Penalty: 5587.313965
	Iteration 102Q: 3 clusters Score -1.462922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -14629181.000000 Penalty: 5587.313965
	Iteration 103Q: 3 clusters Score -1.462918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -14629211.000000 Penalty: 5587.313965
	Iteration 104Q: 3 clusters Score -1.462921e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -14629213.000000 Penalty: 5587.313965
	Iteration 105Q: 3 clusters Score -1.462921e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -14629207.000000 Penalty: 5587.313965
	Iteration 106Q: 3 clusters Score -1.462921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -14629211.000000 Penalty: 5587.313965
	Iteration 107Q: 3 clusters Score -1.462921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -14629196.000000 Penalty: 5587.313965
	Iteration 108Q: 3 clusters Score -1.46292e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -14629210.000000 Penalty: 5587.313965
	Iteration 109Q: 3 clusters Score -1.462921e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -14629224.000000 Penalty: 5587.313965
	Iteration 110Q: 3 clusters Score -1.462922e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -14629211.000000 Penalty: 5587.313965
	Iteration 111Q: 3 clusters Score -1.462921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -14629210.000000 Penalty: 5587.313965
	Iteration 112Q: 3 clusters Score -1.462921e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -14629209.000000 Penalty: 5587.313965
	Iteration 113Q: 3 clusters Score -1.462921e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -14629211.000000 Penalty: 5587.313965
	Iteration 114Q: 3 clusters Score -1.462921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47540 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -14629185.000000 Penalty: 5587.313965
	Iteration 115Q: 3 clusters Score -1.462918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -14629207.000000 Penalty: 5587.313965
	Iteration 116Q: 3 clusters Score -1.462921e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -14629228.000000 Penalty: 5587.313965
	Iteration 117Q: 3 clusters Score -1.462923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -14629223.000000 Penalty: 5587.313965
	Iteration 118Q: 3 clusters Score -1.462922e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -14629232.000000 Penalty: 5587.313965
	Iteration 119Q: 3 clusters Score -1.462923e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -14629224.000000 Penalty: 5587.313965
	Iteration 120F: 3 clusters Score -1.462922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -14629231.000000 Penalty: 5587.313965
	Iteration 121Q: 3 clusters Score -1.462923e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -14629213.000000 Penalty: 5587.313965
	Iteration 122Q: 3 clusters Score -1.462921e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -14629197.000000 Penalty: 5587.313965
	Iteration 123Q: 3 clusters Score -1.46292e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -14629227.000000 Penalty: 5587.313965
	Iteration 124Q: 3 clusters Score -1.462923e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -14629230.000000 Penalty: 5587.313965
	Iteration 125Q: 3 clusters Score -1.462923e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -14629245.000000 Penalty: 5587.313965
	Iteration 126Q: 3 clusters Score -1.462924e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -14629268.000000 Penalty: 5587.313965
	Iteration 127Q: 3 clusters Score -1.462927e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -14629233.000000 Penalty: 5587.313965
	Iteration 128Q: 3 clusters Score -1.462923e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -14629253.000000 Penalty: 5587.313965
	Iteration 129Q: 3 clusters Score -1.462925e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47503 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -14629216.000000 Penalty: 5587.313965
	Iteration 130Q: 3 clusters Score -1.462922e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -14629220.000000 Penalty: 5587.313965
	Iteration 131Q: 3 clusters Score -1.462922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -14629213.000000 Penalty: 5587.313965
	Iteration 132Q: 3 clusters Score -1.462921e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -14629216.000000 Penalty: 5587.313965
	Iteration 133Q: 3 clusters Score -1.462922e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -14629195.000000 Penalty: 5587.313965
	Iteration 134Q: 3 clusters Score -1.46292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -14629199.000000 Penalty: 5587.313965
	Iteration 135Q: 3 clusters Score -1.46292e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -14629204.000000 Penalty: 5587.313965
	Iteration 136Q: 3 clusters Score -1.46292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -14629221.000000 Penalty: 5587.313965
	Iteration 137Q: 3 clusters Score -1.462922e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -14629238.000000 Penalty: 5587.313965
	Iteration 138Q: 3 clusters Score -1.462924e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -14629231.000000 Penalty: 5587.313965
	Iteration 139Q: 3 clusters Score -1.462923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -14629222.000000 Penalty: 5587.313965
	Iteration 140F: 3 clusters Score -1.462922e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -14629230.000000 Penalty: 5587.313965
	Iteration 141Q: 3 clusters Score -1.462923e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -14629216.000000 Penalty: 5587.313965
	Iteration 142Q: 3 clusters Score -1.462922e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -14629234.000000 Penalty: 5587.313965
	Iteration 143Q: 3 clusters Score -1.462923e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -14629230.000000 Penalty: 5587.313965
	Iteration 144Q: 3 clusters Score -1.462923e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -14629246.000000 Penalty: 5587.313965
	Iteration 145Q: 3 clusters Score -1.462925e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -14629238.000000 Penalty: 5587.313965
	Iteration 146Q: 3 clusters Score -1.462924e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -14629255.000000 Penalty: 5587.313965
	Iteration 147Q: 3 clusters Score -1.462926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -14629258.000000 Penalty: 5587.313965
	Iteration 148Q: 3 clusters Score -1.462926e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -14629261.000000 Penalty: 5587.313965
	Iteration 149Q: 3 clusters Score -1.462926e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -14629266.000000 Penalty: 5587.313965
	Iteration 150Q: 3 clusters Score -1.462927e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -14629296.000000 Penalty: 5587.313965
	Iteration 151Q: 3 clusters Score -1.46293e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -14629307.000000 Penalty: 5587.313965
	Iteration 152Q: 3 clusters Score -1.462931e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -14629295.000000 Penalty: 5587.313965
	Iteration 153Q: 3 clusters Score -1.46293e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -14629306.000000 Penalty: 5587.313965
	Iteration 154Q: 3 clusters Score -1.462931e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -14629284.000000 Penalty: 5587.313965
	Iteration 155Q: 3 clusters Score -1.462928e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -14629307.000000 Penalty: 5587.313965
	Iteration 156Q: 3 clusters Score -1.462931e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -14629319.000000 Penalty: 5587.313965
	Iteration 157Q: 3 clusters Score -1.462932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -14629313.000000 Penalty: 5587.313965
	Iteration 158Q: 3 clusters Score -1.462931e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -14629329.000000 Penalty: 5587.313965
	Iteration 159Q: 3 clusters Score -1.462933e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -14629312.000000 Penalty: 5587.313965
	Iteration 160F: 3 clusters Score -1.462931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -14629359.000000 Penalty: 5587.313965
	Iteration 161Q: 3 clusters Score -1.462936e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -14629350.000000 Penalty: 5587.313965
	Iteration 162Q: 3 clusters Score -1.462935e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -14629340.000000 Penalty: 5587.313965
	Iteration 163Q: 3 clusters Score -1.462934e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -14629374.000000 Penalty: 5587.313965
	Iteration 164Q: 3 clusters Score -1.462937e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -14629369.000000 Penalty: 5587.313965
	Iteration 165Q: 3 clusters Score -1.462937e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -14629394.000000 Penalty: 5587.313965
	Iteration 166Q: 3 clusters Score -1.462939e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -14629417.000000 Penalty: 5587.313965
	Iteration 167Q: 3 clusters Score -1.462942e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -14629439.000000 Penalty: 5587.313965
	Iteration 168Q: 3 clusters Score -1.462944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -14629447.000000 Penalty: 5587.313965
	Iteration 169Q: 3 clusters Score -1.462945e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -14629475.000000 Penalty: 5587.313965
	Iteration 170Q: 3 clusters Score -1.462948e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -14629504.000000 Penalty: 5587.313965
	Iteration 171Q: 3 clusters Score -1.46295e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -14629516.000000 Penalty: 5587.313965
	Iteration 172Q: 3 clusters Score -1.462952e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -14629541.000000 Penalty: 5587.313965
	Iteration 173Q: 3 clusters Score -1.462954e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -14629553.000000 Penalty: 5587.313965
	Iteration 174Q: 3 clusters Score -1.462955e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -14629569.000000 Penalty: 5587.313965
	Iteration 175Q: 3 clusters Score -1.462957e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47627 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -14629573.000000 Penalty: 5587.313965
	Iteration 176Q: 3 clusters Score -1.462957e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -14629589.000000 Penalty: 5587.313965
	Iteration 177Q: 3 clusters Score -1.462959e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -14629572.000000 Penalty: 5587.313965
	Iteration 178Q: 3 clusters Score -1.462957e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -14629583.000000 Penalty: 5587.313965
	Iteration 179Q: 3 clusters Score -1.462958e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -14629611.000000 Penalty: 5587.313965
	Iteration 180F: 3 clusters Score -1.462961e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -14629610.000000 Penalty: 5587.313965
	Iteration 181Q: 3 clusters Score -1.462961e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -14629630.000000 Penalty: 5587.313965
	Iteration 182Q: 3 clusters Score -1.462963e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -14629645.000000 Penalty: 5587.313965
	Iteration 183Q: 3 clusters Score -1.462964e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -14629706.000000 Penalty: 5587.313965
	Iteration 184Q: 3 clusters Score -1.462971e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47760 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -14629700.000000 Penalty: 5587.313965
	Iteration 185Q: 3 clusters Score -1.46297e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -14629708.000000 Penalty: 5587.313965
	Iteration 186Q: 3 clusters Score -1.462971e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -14629732.000000 Penalty: 5587.313965
	Iteration 187Q: 3 clusters Score -1.462973e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -14629739.000000 Penalty: 5587.313965
	Iteration 188Q: 3 clusters Score -1.462974e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -14629772.000000 Penalty: 5587.313965
	Iteration 189Q: 3 clusters Score -1.462977e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -14629754.000000 Penalty: 5587.313965
	Iteration 190Q: 3 clusters Score -1.462975e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -14629778.000000 Penalty: 5587.313965
	Iteration 191Q: 3 clusters Score -1.462978e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -14629781.000000 Penalty: 5587.313965
	Iteration 192Q: 3 clusters Score -1.462978e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -14629807.000000 Penalty: 5587.313965
	Iteration 193Q: 3 clusters Score -1.462981e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -14629838.000000 Penalty: 5587.313965
	Iteration 194Q: 3 clusters Score -1.462984e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -14629876.000000 Penalty: 5587.313965
	Iteration 195Q: 3 clusters Score -1.462988e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -14629890.000000 Penalty: 5587.313965
	Iteration 196Q: 3 clusters Score -1.462989e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -14629885.000000 Penalty: 5587.313965
	Iteration 197Q: 3 clusters Score -1.462988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -14629878.000000 Penalty: 5587.313965
	Iteration 198Q: 3 clusters Score -1.462988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -14629902.000000 Penalty: 5587.313965
	Iteration 199Q: 3 clusters Score -1.46299e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -14629916.000000 Penalty: 5587.313965
	Iteration 200F: 3 clusters Score -1.462992e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -14629939.000000 Penalty: 5587.313965
	Iteration 201Q: 3 clusters Score -1.462994e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -14629939.000000 Penalty: 5587.313965
	Iteration 202Q: 3 clusters Score -1.462994e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -14629921.000000 Penalty: 5587.313965
	Iteration 203Q: 3 clusters Score -1.462992e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -14629906.000000 Penalty: 5587.313965
	Iteration 204Q: 3 clusters Score -1.462991e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -14629918.000000 Penalty: 5587.313965
	Iteration 205Q: 3 clusters Score -1.462992e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -14629916.000000 Penalty: 5587.313965
	Iteration 206Q: 3 clusters Score -1.462992e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -14629923.000000 Penalty: 5587.313965
	Iteration 207Q: 3 clusters Score -1.462992e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -14629939.000000 Penalty: 5587.313965
	Iteration 208Q: 3 clusters Score -1.462994e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -14629962.000000 Penalty: 5587.313965
	Iteration 209Q: 3 clusters Score -1.462996e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -14629986.000000 Penalty: 5587.313965
	Iteration 210Q: 3 clusters Score -1.462999e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -14629962.000000 Penalty: 5587.313965
	Iteration 211Q: 3 clusters Score -1.462996e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -14630000.000000 Penalty: 5587.313965
	Iteration 212Q: 3 clusters Score -1.463e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -14630023.000000 Penalty: 5587.313965
	Iteration 213Q: 3 clusters Score -1.463002e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -14630003.000000 Penalty: 5587.313965
	Iteration 214Q: 3 clusters Score -1.463e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -14630035.000000 Penalty: 5587.313965
	Iteration 215Q: 3 clusters Score -1.463004e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -14630076.000000 Penalty: 5587.313965
	Iteration 216Q: 3 clusters Score -1.463008e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48414 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -14630122.000000 Penalty: 5587.313965
	Iteration 217Q: 3 clusters Score -1.463012e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48432 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -14630158.000000 Penalty: 5587.313965
	Iteration 218Q: 3 clusters Score -1.463016e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -14630167.000000 Penalty: 5587.313965
	Iteration 219Q: 3 clusters Score -1.463017e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -14630208.000000 Penalty: 5587.313965
	Iteration 220F: 3 clusters Score -1.463021e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -14630243.000000 Penalty: 5587.313965
	Iteration 221Q: 3 clusters Score -1.463024e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -14630267.000000 Penalty: 5587.313965
	Iteration 222Q: 3 clusters Score -1.463027e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -14630297.000000 Penalty: 5587.313965
	Iteration 223Q: 3 clusters Score -1.46303e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -14630320.000000 Penalty: 5587.313965
	Iteration 224Q: 3 clusters Score -1.463032e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -14630335.000000 Penalty: 5587.313965
	Iteration 225Q: 3 clusters Score -1.463034e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 29474 members 
Entering Unmasked Estep 
Score: -14630363.000000 Penalty: 5587.313965
	Iteration 226Q: 3 clusters Score -1.463036e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -14630356.000000 Penalty: 5587.313965
	Iteration 227Q: 3 clusters Score -1.463036e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -14630344.000000 Penalty: 5587.313965
	Iteration 228Q: 3 clusters Score -1.463034e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -14630377.000000 Penalty: 5587.313965
	Iteration 229Q: 3 clusters Score -1.463038e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -14630395.000000 Penalty: 5587.313965
	Iteration 230Q: 3 clusters Score -1.46304e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -14630423.000000 Penalty: 5587.313965
	Iteration 231Q: 3 clusters Score -1.463042e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -14630416.000000 Penalty: 5587.313965
	Iteration 232Q: 3 clusters Score -1.463042e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -14630415.000000 Penalty: 5587.313965
	Iteration 233Q: 3 clusters Score -1.463042e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -14630420.000000 Penalty: 5587.313965
	Iteration 234Q: 3 clusters Score -1.463042e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -14630419.000000 Penalty: 5587.313965
	Iteration 235Q: 3 clusters Score -1.463042e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -14630399.000000 Penalty: 5587.313965
	Iteration 236Q: 3 clusters Score -1.46304e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -14630405.000000 Penalty: 5587.313965
	Iteration 237Q: 3 clusters Score -1.46304e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -14630424.000000 Penalty: 5587.313965
	Iteration 238Q: 3 clusters Score -1.463042e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -14630453.000000 Penalty: 5587.313965
	Iteration 239Q: 3 clusters Score -1.463045e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -14630423.000000 Penalty: 5587.313965
	Iteration 240F: 3 clusters Score -1.463042e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -14630430.000000 Penalty: 5587.313965
	Iteration 241Q: 3 clusters Score -1.463043e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -14630431.000000 Penalty: 5587.313965
	Iteration 242Q: 3 clusters Score -1.463043e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -14630426.000000 Penalty: 5587.313965
	Iteration 243Q: 3 clusters Score -1.463043e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -14630451.000000 Penalty: 5587.313965
	Iteration 244Q: 3 clusters Score -1.463045e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -14630451.000000 Penalty: 5587.313965
	Iteration 245Q: 3 clusters Score -1.463045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -14630463.000000 Penalty: 5587.313965
	Iteration 246Q: 3 clusters Score -1.463046e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -14630455.000000 Penalty: 5587.313965
	Iteration 247Q: 3 clusters Score -1.463046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -14630474.000000 Penalty: 5587.313965
	Iteration 248Q: 3 clusters Score -1.463047e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -14630476.000000 Penalty: 5587.313965
	Iteration 249Q: 3 clusters Score -1.463048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -14630490.000000 Penalty: 5587.313965
	Iteration 250Q: 3 clusters Score -1.463049e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -14630497.000000 Penalty: 5587.313965
	Iteration 251Q: 3 clusters Score -1.46305e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -14630509.000000 Penalty: 5587.313965
	Iteration 252Q: 3 clusters Score -1.463051e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -14630510.000000 Penalty: 5587.313965
	Iteration 253Q: 3 clusters Score -1.463051e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -14630533.000000 Penalty: 5587.313965
	Iteration 254Q: 3 clusters Score -1.463053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 29286 members 
Entering Unmasked Estep 
Score: -14630545.000000 Penalty: 5587.313965
	Iteration 255Q: 3 clusters Score -1.463054e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -14630553.000000 Penalty: 5587.313965
	Iteration 256Q: 3 clusters Score -1.463055e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -14630540.000000 Penalty: 5587.313965
	Iteration 257Q: 3 clusters Score -1.463054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -14630551.000000 Penalty: 5587.313965
	Iteration 258Q: 3 clusters Score -1.463055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -14630561.000000 Penalty: 5587.313965
	Iteration 259Q: 3 clusters Score -1.463056e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -14630551.000000 Penalty: 5587.313965
	Iteration 260F: 3 clusters Score -1.463055e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -14630562.000000 Penalty: 5587.313965
	Iteration 261Q: 3 clusters Score -1.463056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -14630557.000000 Penalty: 5587.313965
	Iteration 262Q: 3 clusters Score -1.463056e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -14630570.000000 Penalty: 5587.313965
	Iteration 263Q: 3 clusters Score -1.463057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -14630568.000000 Penalty: 5587.313965
	Iteration 264Q: 3 clusters Score -1.463057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -14630549.000000 Penalty: 5587.313965
	Iteration 265Q: 3 clusters Score -1.463055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -14630571.000000 Penalty: 5587.313965
	Iteration 266Q: 3 clusters Score -1.463057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -14630566.000000 Penalty: 5587.313965
	Iteration 267Q: 3 clusters Score -1.463057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48701 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -14630574.000000 Penalty: 5587.313965
	Iteration 268Q: 3 clusters Score -1.463057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -14630571.000000 Penalty: 5587.313965
	Iteration 269Q: 3 clusters Score -1.463057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -14630578.000000 Penalty: 5587.313965
	Iteration 270Q: 3 clusters Score -1.463058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -14630586.000000 Penalty: 5587.313965
	Iteration 271Q: 3 clusters Score -1.463059e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -14630576.000000 Penalty: 5587.313965
	Iteration 272Q: 3 clusters Score -1.463058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -14630566.000000 Penalty: 5587.313965
	Iteration 273Q: 3 clusters Score -1.463057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -14630580.000000 Penalty: 5587.313965
	Iteration 274Q: 3 clusters Score -1.463058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -14630585.000000 Penalty: 5587.313965
	Iteration 275Q: 3 clusters Score -1.463058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -14630582.000000 Penalty: 5587.313965
	Iteration 276Q: 3 clusters Score -1.463058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -14630587.000000 Penalty: 5587.313965
	Iteration 277Q: 3 clusters Score -1.463059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -14630591.000000 Penalty: 5587.313965
	Iteration 278Q: 3 clusters Score -1.463059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -14630592.000000 Penalty: 5587.313965
	Iteration 279Q: 3 clusters Score -1.463059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -14630580.000000 Penalty: 5587.313965
	Iteration 280F: 3 clusters Score -1.463058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -14630582.000000 Penalty: 5587.313965
	Iteration 281Q: 3 clusters Score -1.463058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -14630580.000000 Penalty: 5587.313965
	Iteration 282Q: 3 clusters Score -1.463058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -14630589.000000 Penalty: 5587.313965
	Iteration 283Q: 3 clusters Score -1.463059e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -14630579.000000 Penalty: 5587.313965
	Iteration 284Q: 3 clusters Score -1.463058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -14630586.000000 Penalty: 5587.313965
	Iteration 285Q: 3 clusters Score -1.463059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -14630582.000000 Penalty: 5587.313965
	Iteration 286Q: 3 clusters Score -1.463058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -14630579.000000 Penalty: 5587.313965
	Iteration 287Q: 3 clusters Score -1.463058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -14630570.000000 Penalty: 5587.313965
	Iteration 288Q: 3 clusters Score -1.463057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -14630570.000000 Penalty: 5587.313965
	Iteration 289F: 3 clusters Score -1.463057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 63642 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 48657 members 
Mstep: Class 21 contains 53713 members 
Mstep: Class 22 contains 32145 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 6931 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 29365 members 
Entering Unmasked Estep 
Score: -137011296.000000 Penalty: 87198.015625
Splitting cluster 20 changes total score from -136946416.000000 to -137011296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (53713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Entering Unmasked Estep 
Score: -9946038.000000 Penalty: 2701.069580
	Iteration 0F: 2 clusters Score -9946038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -9914385.000000 Penalty: 5402.139160
	Iteration 0F: 3 clusters Score -9914385 nChanged 24947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -9929355.000000 Penalty: 5402.139160
	Iteration 1F: 3 clusters Score -9929355 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -9931815.000000 Penalty: 5402.139160
	Iteration 2F: 3 clusters Score -9931815 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -9935037.000000 Penalty: 5402.139160
	Iteration 3F: 3 clusters Score -9935037 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -9939299.000000 Penalty: 5402.139160
	Iteration 4F: 3 clusters Score -9939299 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -9943666.000000 Penalty: 5402.139160
	Iteration 5F: 3 clusters Score -9943666 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9947162.000000 Penalty: 5402.139160
	Iteration 6F: 3 clusters Score -9947162 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 42387 members 
Entering Unmasked Estep 
Score: -9949374.000000 Penalty: 5402.139160
	Iteration 7Q: 3 clusters Score -9949374 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -9950372.000000 Penalty: 5402.139160
	Iteration 8Q: 3 clusters Score -9950372 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -9950873.000000 Penalty: 5402.139160
	Iteration 9Q: 3 clusters Score -9950873 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -9951095.000000 Penalty: 5402.139160
	Iteration 10Q: 3 clusters Score -9951095 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -9951127.000000 Penalty: 5402.139160
	Iteration 11Q: 3 clusters Score -9951127 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9951147.000000 Penalty: 5402.139160
	Iteration 12Q: 3 clusters Score -9951147 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -9951056.000000 Penalty: 5402.139160
	Iteration 13Q: 3 clusters Score -9951056 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -9951025.000000 Penalty: 5402.139160
	Iteration 14Q: 3 clusters Score -9951025 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 47626 members 
Entering Unmasked Estep 
Score: -9950977.000000 Penalty: 5402.139160
	Iteration 15Q: 3 clusters Score -9950977 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -9950924.000000 Penalty: 5402.139160
	Iteration 16Q: 3 clusters Score -9950924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9950839.000000 Penalty: 5402.139160
	Iteration 17Q: 3 clusters Score -9950839 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -9950818.000000 Penalty: 5402.139160
	Iteration 18Q: 3 clusters Score -9950818 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -9950757.000000 Penalty: 5402.139160
	Iteration 19Q: 3 clusters Score -9950757 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9950736.000000 Penalty: 5402.139160
	Iteration 20F: 3 clusters Score -9950736 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -9950697.000000 Penalty: 5402.139160
	Iteration 21Q: 3 clusters Score -9950697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -9950670.000000 Penalty: 5402.139160
	Iteration 22Q: 3 clusters Score -9950670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9950654.000000 Penalty: 5402.139160
	Iteration 23Q: 3 clusters Score -9950654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -9950640.000000 Penalty: 5402.139160
	Iteration 24Q: 3 clusters Score -9950640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -9950634.000000 Penalty: 5402.139160
	Iteration 25Q: 3 clusters Score -9950634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -9950617.000000 Penalty: 5402.139160
	Iteration 26Q: 3 clusters Score -9950617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -9950616.000000 Penalty: 5402.139160
	Iteration 27Q: 3 clusters Score -9950616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -9950593.000000 Penalty: 5402.139160
	Iteration 28Q: 3 clusters Score -9950593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -9950581.000000 Penalty: 5402.139160
	Iteration 29Q: 3 clusters Score -9950581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9950568.000000 Penalty: 5402.139160
	Iteration 30Q: 3 clusters Score -9950568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9950564.000000 Penalty: 5402.139160
	Iteration 31Q: 3 clusters Score -9950564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -9950559.000000 Penalty: 5402.139160
	Iteration 32Q: 3 clusters Score -9950559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9950566.000000 Penalty: 5402.139160
	Iteration 33Q: 3 clusters Score -9950566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9950560.000000 Penalty: 5402.139160
	Iteration 34Q: 3 clusters Score -9950560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -9950561.000000 Penalty: 5402.139160
	Iteration 35Q: 3 clusters Score -9950561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9950564.000000 Penalty: 5402.139160
	Iteration 36Q: 3 clusters Score -9950564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9950560.000000 Penalty: 5402.139160
	Iteration 37Q: 3 clusters Score -9950560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -9950565.000000 Penalty: 5402.139160
	Iteration 38Q: 3 clusters Score -9950565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9950566.000000 Penalty: 5402.139160
	Iteration 39Q: 3 clusters Score -9950566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -9950566.000000 Penalty: 5402.139160
	Iteration 40F: 3 clusters Score -9950566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 4 contains 7339 members 
Mstep: Class 5 contains 39172 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 9 contains 52296 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 13 contains 551 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 63642 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 48657 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 32145 members 
Mstep: Class 23 contains 1969 members 
Mstep: Class 24 contains 6931 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 29365 members 
Mstep: Class 27 contains 48517 members 
Entering Unmasked Estep 
Score: -137015424.000000 Penalty: 90551.781250
Splitting cluster 21 changes total score from -136946416.000000 to -137015424.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (32145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Entering Unmasked Estep 
Score: -5831408.500000 Penalty: 2573.747070
	Iteration 0F: 2 clusters Score -5831408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5809537.000000 Penalty: 5147.494141
	Iteration 0F: 3 clusters Score -5809537 nChanged 14583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -5817995.500000 Penalty: 5147.494141
	Iteration 1F: 3 clusters Score -5817996 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5818876.500000 Penalty: 5147.494141
	Iteration 2F: 3 clusters Score -5818876 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -5819816.500000 Penalty: 5147.494141
	Iteration 3F: 3 clusters Score -5819816 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -5820993.000000 Penalty: 5147.494141
	Iteration 4F: 3 clusters Score -5820993 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5822500.000000 Penalty: 5147.494141
	Iteration 5F: 3 clusters Score -5822500 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -5824485.000000 Penalty: 5147.494141
	Iteration 6F: 3 clusters Score -5824485 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -5826775.000000 Penalty: 5147.494141
	Iteration 7F: 3 clusters Score -5826775 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5828586.000000 Penalty: 5147.494141
	Iteration 8F: 3 clusters Score -5828586 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5829790.000000 Penalty: 5147.494141
	Iteration 9Q: 3 clusters Score -5829790 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5830565.000000 Penalty: 5147.494141
	Iteration 10Q: 3 clusters Score -5830565 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5830924.000000 Penalty: 5147.494141
	Iteration 11Q: 3 clusters Score -5830924 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5831072.000000 Penalty: 5147.494141
	Iteration 12Q: 3 clusters Score -5831072 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5831133.000000 Penalty: 5147.494141
	Iteration 13Q: 3 clusters Score -5831133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5831173.000000 Penalty: 5147.494141
	Iteration 14Q: 3 clusters Score -5831173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5831168.000000 Penalty: 5147.494141
	Iteration 15Q: 3 clusters Score -5831168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5831168.000000 Penalty: 5147.494141
	Iteration 16Q: 3 clusters Score -5831168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5831165.000000 Penalty: 5147.494141
	Iteration 17Q: 3 clusters Score -5831165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5831166.500000 Penalty: 5147.494141
	Iteration 18Q: 3 clusters Score -5831166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5831163.000000 Penalty: 5147.494141
	Iteration 19Q: 3 clusters Score -5831163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5831163.000000 Penalty: 5147.494141
	Iteration 20F: 3 clusters Score -5831163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 61255 members 
Mstep: Class 2 contains 65667 members 
Mstep: Class 3 contains 29141 members 
Mstep: Class 6 contains 22573 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 259 members 
Mstep: Class 10 contains 54395 members 
Mstep: Class 11 contains 54153 members 
Mstep: Class 12 contains 1044 members 
Mstep: Class 14 contains 748 members 
Mstep: Class 15 contains 234 members 
Mstep: Class 16 contains 63642 members 
Mstep: Class 17 contains 3479 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 42294 members 
Mstep: Class 20 contains 48657 members 
Mstep: Class 21 contains 5196 members 
Mstep: Class 22 contains 32145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137031472.000000 Penalty: 90551.781250
Iteration 39Q: 28 clusters Score -1.370315e+08 nChanged 36587
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 62634 members 
Mstep: Class 3 contains 34422 members 
Mstep: Class 4 contains 7361 members 
Mstep: Class 5 contains 36550 members 
Mstep: Class 6 contains 23368 members 
Mstep: Class 7 contains 72487 members 
Mstep: Class 8 contains 293 members 
Mstep: Class 9 contains 51772 members 
Mstep: Class 10 contains 53322 members 
Mstep: Class 11 contains 52442 members 
Mstep: Class 12 contains 1046 members 
Mstep: Class 13 contains 554 members 
Mstep: Class 14 contains 742 members 
Mstep: Class 15 contains 241 members 
Mstep: Class 16 contains 65838 members 
Mstep: Class 17 contains 3539 members 
Mstep: Class 18 contains 898 members 
Mstep: Class 19 contains 41470 members 
Mstep: Class 20 contains 53708 members 
Mstep: Class 21 contains 5191 members 
Mstep: Class 22 contains 32057 members 
Mstep: Class 23 contains 1951 members 
Mstep: Class 24 contains 6863 members 
Mstep: Class 25 contains 550 members 
Mstep: Class 26 contains 29996 members 
Mstep: Class 27 contains 45895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3223.375000 but Gain 3353.765625
Score: -137043232.000000 Penalty: 87198.015625
Iteration 40F: 27 clusters Score -1.370432e+08 nChanged 30354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 59391 members 
Mstep: Class 3 contains 39235 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 37880 members 
Mstep: Class 6 contains 23764 members 
Mstep: Class 7 contains 70111 members 
Mstep: Class 8 contains 303 members 
Mstep: Class 9 contains 53078 members 
Mstep: Class 10 contains 51543 members 
Mstep: Class 11 contains 49451 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 565 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 16 contains 65649 members 
Mstep: Class 17 contains 3542 members 
Mstep: Class 18 contains 941 members 
Mstep: Class 19 contains 40052 members 
Mstep: Class 20 contains 55932 members 
Mstep: Class 21 contains 5242 members 
Mstep: Class 22 contains 31516 members 
Mstep: Class 23 contains 2293 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 32839 members 
Mstep: Class 27 contains 46086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137053632.000000 Penalty: 87198.015625
Iteration 41Q: 27 clusters Score -1.370536e+08 nChanged 23662
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 56927 members 
Mstep: Class 3 contains 44512 members 
Mstep: Class 4 contains 7937 members 
Mstep: Class 5 contains 38382 members 
Mstep: Class 6 contains 24093 members 
Mstep: Class 7 contains 67778 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 53420 members 
Mstep: Class 10 contains 50615 members 
Mstep: Class 11 contains 47602 members 
Mstep: Class 12 contains 1136 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 16 contains 65226 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 920 members 
Mstep: Class 19 contains 38840 members 
Mstep: Class 20 contains 57452 members 
Mstep: Class 21 contains 5346 members 
Mstep: Class 22 contains 31395 members 
Mstep: Class 23 contains 2446 members 
Mstep: Class 24 contains 6933 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 35399 members 
Mstep: Class 27 contains 45831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137060272.000000 Penalty: 87198.015625
Iteration 42Q: 27 clusters Score -1.370603e+08 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 57332 members 
Mstep: Class 2 contains 54933 members 
Mstep: Class 3 contains 50899 members 
Mstep: Class 4 contains 8125 members 
Mstep: Class 5 contains 37180 members 
Mstep: Class 6 contains 24348 members 
Mstep: Class 7 contains 65740 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 53538 members 
Mstep: Class 10 contains 50205 members 
Mstep: Class 11 contains 46140 members 
Mstep: Class 12 contains 1159 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 16 contains 65027 members 
Mstep: Class 17 contains 3400 members 
Mstep: Class 18 contains 913 members 
Mstep: Class 19 contains 37950 members 
Mstep: Class 20 contains 57910 members 
Mstep: Class 21 contains 5476 members 
Mstep: Class 22 contains 31372 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 6878 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 37894 members 
Mstep: Class 27 contains 45420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137059744.000000 Penalty: 87198.015625
Iteration 43Q: 27 clusters Score -1.370597e+08 nChanged 25416
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 53949 members 
Mstep: Class 3 contains 57466 members 
Mstep: Class 4 contains 8297 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 24591 members 
Mstep: Class 7 contains 63996 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 53709 members 
Mstep: Class 10 contains 50098 members 
Mstep: Class 11 contains 45409 members 
Mstep: Class 12 contains 1173 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 16 contains 65074 members 
Mstep: Class 17 contains 3371 members 
Mstep: Class 18 contains 912 members 
Mstep: Class 19 contains 37585 members 
Mstep: Class 20 contains 57680 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 31370 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 6826 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 40292 members 
Mstep: Class 27 contains 44998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137056896.000000 Penalty: 87198.015625
Iteration 44Q: 27 clusters Score -1.370569e+08 nChanged 23627
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55804 members 
Mstep: Class 2 contains 54114 members 
Mstep: Class 3 contains 60044 members 
Mstep: Class 4 contains 8458 members 
Mstep: Class 5 contains 29377 members 
Mstep: Class 6 contains 24867 members 
Mstep: Class 7 contains 62419 members 
Mstep: Class 8 contains 308 members 
Mstep: Class 9 contains 53943 members 
Mstep: Class 10 contains 50119 members 
Mstep: Class 11 contains 45779 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 16 contains 65159 members 
Mstep: Class 17 contains 3352 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 37467 members 
Mstep: Class 20 contains 57499 members 
Mstep: Class 21 contains 5751 members 
Mstep: Class 22 contains 31422 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 6799 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 42572 members 
Mstep: Class 27 contains 44771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137055904.000000 Penalty: 87198.015625
Iteration 45Q: 27 clusters Score -1.370559e+08 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 54480 members 
Mstep: Class 3 contains 59296 members 
Mstep: Class 4 contains 8624 members 
Mstep: Class 5 contains 27489 members 
Mstep: Class 6 contains 25091 members 
Mstep: Class 7 contains 60822 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 9 contains 54085 members 
Mstep: Class 10 contains 50179 members 
Mstep: Class 11 contains 46504 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 785 members 
Mstep: Class 16 contains 65304 members 
Mstep: Class 17 contains 3325 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 37418 members 
Mstep: Class 20 contains 57634 members 
Mstep: Class 21 contains 5910 members 
Mstep: Class 22 contains 31521 members 
Mstep: Class 23 contains 2540 members 
Mstep: Class 24 contains 6817 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 44801 members 
Mstep: Class 27 contains 44507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137058560.000000 Penalty: 87198.015625
Iteration 46Q: 27 clusters Score -1.370586e+08 nChanged 15165
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 54467 members 
Mstep: Class 3 contains 58362 members 
Mstep: Class 4 contains 8803 members 
Mstep: Class 5 contains 26498 members 
Mstep: Class 6 contains 25207 members 
Mstep: Class 7 contains 59530 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 54083 members 
Mstep: Class 10 contains 50096 members 
Mstep: Class 11 contains 47108 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 786 members 
Mstep: Class 16 contains 65380 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 57808 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 31612 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 6848 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 47079 members 
Mstep: Class 27 contains 44120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137060576.000000 Penalty: 87198.015625
Iteration 47Q: 27 clusters Score -1.370606e+08 nChanged 13527
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 54272 members 
Mstep: Class 3 contains 57727 members 
Mstep: Class 4 contains 8999 members 
Mstep: Class 5 contains 25922 members 
Mstep: Class 6 contains 25286 members 
Mstep: Class 7 contains 58372 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 54022 members 
Mstep: Class 10 contains 50080 members 
Mstep: Class 11 contains 47450 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 65297 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 37212 members 
Mstep: Class 20 contains 57941 members 
Mstep: Class 21 contains 6161 members 
Mstep: Class 22 contains 31693 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6879 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 49068 members 
Mstep: Class 27 contains 43846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137062128.000000 Penalty: 87198.015625
Iteration 48Q: 27 clusters Score -1.370621e+08 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56277 members 
Mstep: Class 2 contains 53935 members 
Mstep: Class 3 contains 57303 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 25622 members 
Mstep: Class 6 contains 25309 members 
Mstep: Class 7 contains 57328 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 53924 members 
Mstep: Class 10 contains 50007 members 
Mstep: Class 11 contains 47580 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 16 contains 65091 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 37084 members 
Mstep: Class 20 contains 57862 members 
Mstep: Class 21 contains 6264 members 
Mstep: Class 22 contains 31766 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6913 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 51030 members 
Mstep: Class 27 contains 43852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137063456.000000 Penalty: 87198.015625
Iteration 49Q: 27 clusters Score -1.370635e+08 nChanged 12194
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 53491 members 
Mstep: Class 3 contains 56964 members 
Mstep: Class 4 contains 9510 members 
Mstep: Class 5 contains 25617 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 56432 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 53810 members 
Mstep: Class 10 contains 49955 members 
Mstep: Class 11 contains 47572 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 16 contains 64795 members 
Mstep: Class 17 contains 3291 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 36945 members 
Mstep: Class 20 contains 57619 members 
Mstep: Class 21 contains 6378 members 
Mstep: Class 22 contains 31815 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6930 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 52793 members 
Mstep: Class 27 contains 44053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137065520.000000 Penalty: 87198.015625
Iteration 50Q: 27 clusters Score -1.370655e+08 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 53153 members 
Mstep: Class 3 contains 56692 members 
Mstep: Class 4 contains 9826 members 
Mstep: Class 5 contains 25815 members 
Mstep: Class 6 contains 25338 members 
Mstep: Class 7 contains 55614 members 
Mstep: Class 8 contains 312 members 
Mstep: Class 9 contains 53726 members 
Mstep: Class 10 contains 49836 members 
Mstep: Class 11 contains 47410 members 
Mstep: Class 12 contains 1194 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 16 contains 64392 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 36798 members 
Mstep: Class 20 contains 57542 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 31859 members 
Mstep: Class 23 contains 2564 members 
Mstep: Class 24 contains 6939 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54041 members 
Mstep: Class 27 contains 44535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137066512.000000 Penalty: 87198.015625
Iteration 51Q: 27 clusters Score -1.370665e+08 nChanged 10530
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 52876 members 
Mstep: Class 3 contains 56462 members 
Mstep: Class 4 contains 10151 members 
Mstep: Class 5 contains 26209 members 
Mstep: Class 6 contains 25326 members 
Mstep: Class 7 contains 54848 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 53607 members 
Mstep: Class 10 contains 49727 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 783 members 
Mstep: Class 16 contains 64038 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 36657 members 
Mstep: Class 20 contains 57559 members 
Mstep: Class 21 contains 6659 members 
Mstep: Class 22 contains 31883 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 6955 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54678 members 
Mstep: Class 27 contains 45282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137068176.000000 Penalty: 87198.015625
Iteration 52Q: 27 clusters Score -1.370682e+08 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 52495 members 
Mstep: Class 3 contains 56251 members 
Mstep: Class 4 contains 10488 members 
Mstep: Class 5 contains 26740 members 
Mstep: Class 6 contains 25300 members 
Mstep: Class 7 contains 54207 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 9 contains 53487 members 
Mstep: Class 10 contains 49615 members 
Mstep: Class 11 contains 47130 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 63687 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 18 contains 910 members 
Mstep: Class 19 contains 36479 members 
Mstep: Class 20 contains 57816 members 
Mstep: Class 21 contains 6805 members 
Mstep: Class 22 contains 31890 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 6961 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54943 members 
Mstep: Class 27 contains 45992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137069824.000000 Penalty: 87198.015625
Iteration 53Q: 27 clusters Score -1.370698e+08 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 52144 members 
Mstep: Class 3 contains 56044 members 
Mstep: Class 4 contains 10863 members 
Mstep: Class 5 contains 27359 members 
Mstep: Class 6 contains 25262 members 
Mstep: Class 7 contains 53636 members 
Mstep: Class 8 contains 313 members 
Mstep: Class 9 contains 53365 members 
Mstep: Class 10 contains 49520 members 
Mstep: Class 11 contains 47037 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 63366 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 36267 members 
Mstep: Class 20 contains 58226 members 
Mstep: Class 21 contains 6944 members 
Mstep: Class 22 contains 31883 members 
Mstep: Class 23 contains 2572 members 
Mstep: Class 24 contains 6957 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54963 members 
Mstep: Class 27 contains 46726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137071504.000000 Penalty: 87198.015625
Iteration 54Q: 27 clusters Score -1.370715e+08 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55508 members 
Mstep: Class 2 contains 51793 members 
Mstep: Class 3 contains 55863 members 
Mstep: Class 4 contains 11278 members 
Mstep: Class 5 contains 28149 members 
Mstep: Class 6 contains 25244 members 
Mstep: Class 7 contains 53122 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 53259 members 
Mstep: Class 10 contains 49398 members 
Mstep: Class 11 contains 46913 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 63048 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 36049 members 
Mstep: Class 20 contains 58583 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 31871 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 6960 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54852 members 
Mstep: Class 27 contains 47411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137073280.000000 Penalty: 87198.015625
Iteration 55Q: 27 clusters Score -1.370733e+08 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 55152 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 55681 members 
Mstep: Class 4 contains 11664 members 
Mstep: Class 5 contains 28974 members 
Mstep: Class 6 contains 25236 members 
Mstep: Class 7 contains 52680 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 53173 members 
Mstep: Class 10 contains 49303 members 
Mstep: Class 11 contains 46800 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 62643 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 35848 members 
Mstep: Class 20 contains 58962 members 
Mstep: Class 21 contains 7238 members 
Mstep: Class 22 contains 31841 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 6943 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54678 members 
Mstep: Class 27 contains 47996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137074704.000000 Penalty: 87198.015625
Iteration 56Q: 27 clusters Score -1.370747e+08 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 51282 members 
Mstep: Class 3 contains 55599 members 
Mstep: Class 4 contains 12085 members 
Mstep: Class 5 contains 29945 members 
Mstep: Class 6 contains 25200 members 
Mstep: Class 7 contains 52279 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 53089 members 
Mstep: Class 10 contains 49197 members 
Mstep: Class 11 contains 46656 members 
Mstep: Class 12 contains 1200 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 62283 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 35658 members 
Mstep: Class 20 contains 59346 members 
Mstep: Class 21 contains 7415 members 
Mstep: Class 22 contains 31835 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 6918 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54433 members 
Mstep: Class 27 contains 48418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137075632.000000 Penalty: 87198.015625
Iteration 57Q: 27 clusters Score -1.370756e+08 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 51082 members 
Mstep: Class 3 contains 55457 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 31135 members 
Mstep: Class 6 contains 25164 members 
Mstep: Class 7 contains 51952 members 
Mstep: Class 8 contains 314 members 
Mstep: Class 9 contains 52980 members 
Mstep: Class 10 contains 49136 members 
Mstep: Class 11 contains 46444 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 61942 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 35437 members 
Mstep: Class 20 contains 59629 members 
Mstep: Class 21 contains 7604 members 
Mstep: Class 22 contains 31814 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 6904 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 54239 members 
Mstep: Class 27 contains 48718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137077712.000000 Penalty: 87198.015625
Iteration 58Q: 27 clusters Score -1.370777e+08 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 50870 members 
Mstep: Class 3 contains 55349 members 
Mstep: Class 4 contains 12964 members 
Mstep: Class 5 contains 32412 members 
Mstep: Class 6 contains 25099 members 
Mstep: Class 7 contains 51669 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 52894 members 
Mstep: Class 10 contains 49047 members 
Mstep: Class 11 contains 46282 members 
Mstep: Class 12 contains 1201 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 61606 members 
Mstep: Class 17 contains 3271 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 35222 members 
Mstep: Class 20 contains 59921 members 
Mstep: Class 21 contains 7789 members 
Mstep: Class 22 contains 31779 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 6902 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 53995 members 
Mstep: Class 27 contains 48942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137079616.000000 Penalty: 87198.015625
Iteration 59Q: 27 clusters Score -1.370796e+08 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 50594 members 
Mstep: Class 3 contains 55241 members 
Mstep: Class 4 contains 13403 members 
Mstep: Class 5 contains 33798 members 
Mstep: Class 6 contains 25048 members 
Mstep: Class 7 contains 51432 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 52783 members 
Mstep: Class 10 contains 48969 members 
Mstep: Class 11 contains 46145 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 16 contains 61116 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 911 members 
Mstep: Class 19 contains 34987 members 
Mstep: Class 20 contains 60277 members 
Mstep: Class 21 contains 7944 members 
Mstep: Class 22 contains 31725 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6904 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 53793 members 
Mstep: Class 27 contains 49120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137083136.000000 Penalty: 87198.015625
Iteration 60F: 27 clusters Score -1.370831e+08 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 50106 members 
Mstep: Class 3 contains 55949 members 
Mstep: Class 4 contains 13890 members 
Mstep: Class 5 contains 35318 members 
Mstep: Class 6 contains 24991 members 
Mstep: Class 7 contains 51200 members 
Mstep: Class 8 contains 316 members 
Mstep: Class 9 contains 52681 members 
Mstep: Class 10 contains 48860 members 
Mstep: Class 11 contains 45773 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 16 contains 60655 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 34692 members 
Mstep: Class 20 contains 60365 members 
Mstep: Class 21 contains 8066 members 
Mstep: Class 22 contains 31645 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 6897 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 53783 members 
Mstep: Class 27 contains 49181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137084096.000000 Penalty: 87198.015625
Iteration 61Q: 27 clusters Score -1.370841e+08 nChanged 9651
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 49708 members 
Mstep: Class 3 contains 55966 members 
Mstep: Class 4 contains 14323 members 
Mstep: Class 5 contains 37215 members 
Mstep: Class 6 contains 24937 members 
Mstep: Class 7 contains 50978 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 48799 members 
Mstep: Class 11 contains 45492 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 16 contains 60177 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 34360 members 
Mstep: Class 20 contains 60545 members 
Mstep: Class 21 contains 8181 members 
Mstep: Class 22 contains 31590 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 6894 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 53644 members 
Mstep: Class 27 contains 49224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137085760.000000 Penalty: 87198.015625
Iteration 62Q: 27 clusters Score -1.370858e+08 nChanged 9511
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 49308 members 
Mstep: Class 3 contains 55822 members 
Mstep: Class 4 contains 14747 members 
Mstep: Class 5 contains 39348 members 
Mstep: Class 6 contains 24877 members 
Mstep: Class 7 contains 50747 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 52452 members 
Mstep: Class 10 contains 48755 members 
Mstep: Class 11 contains 45270 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 16 contains 59731 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 33984 members 
Mstep: Class 20 contains 60671 members 
Mstep: Class 21 contains 8285 members 
Mstep: Class 22 contains 31542 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 53486 members 
Mstep: Class 27 contains 49150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137087504.000000 Penalty: 87198.015625
Iteration 63Q: 27 clusters Score -1.370875e+08 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 48951 members 
Mstep: Class 3 contains 55654 members 
Mstep: Class 4 contains 15136 members 
Mstep: Class 5 contains 41700 members 
Mstep: Class 6 contains 24802 members 
Mstep: Class 7 contains 50522 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 52277 members 
Mstep: Class 10 contains 48682 members 
Mstep: Class 11 contains 45056 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 16 contains 59307 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 33601 members 
Mstep: Class 20 contains 60621 members 
Mstep: Class 21 contains 8369 members 
Mstep: Class 22 contains 31490 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 6849 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 53353 members 
Mstep: Class 27 contains 49086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137089168.000000 Penalty: 87198.015625
Iteration 64Q: 27 clusters Score -1.370892e+08 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 48603 members 
Mstep: Class 3 contains 55562 members 
Mstep: Class 4 contains 15538 members 
Mstep: Class 5 contains 44197 members 
Mstep: Class 6 contains 24726 members 
Mstep: Class 7 contains 50288 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 52167 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 44789 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 16 contains 58824 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 33266 members 
Mstep: Class 20 contains 60463 members 
Mstep: Class 21 contains 8432 members 
Mstep: Class 22 contains 31436 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 6808 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 53177 members 
Mstep: Class 27 contains 48921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137090960.000000 Penalty: 87198.015625
Iteration 65Q: 27 clusters Score -1.37091e+08 nChanged 9911
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 48211 members 
Mstep: Class 3 contains 55550 members 
Mstep: Class 4 contains 15952 members 
Mstep: Class 5 contains 46745 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 50176 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 52043 members 
Mstep: Class 10 contains 48519 members 
Mstep: Class 11 contains 44573 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 58519 members 
Mstep: Class 17 contains 3137 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32967 members 
Mstep: Class 20 contains 60003 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 31359 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 6788 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 52966 members 
Mstep: Class 27 contains 48652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137092416.000000 Penalty: 87198.015625
Iteration 66Q: 27 clusters Score -1.370924e+08 nChanged 10612
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 47883 members 
Mstep: Class 3 contains 55899 members 
Mstep: Class 4 contains 16397 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 6 contains 24586 members 
Mstep: Class 7 contains 50095 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51945 members 
Mstep: Class 10 contains 48478 members 
Mstep: Class 11 contains 44544 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 58246 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32749 members 
Mstep: Class 20 contains 59053 members 
Mstep: Class 21 contains 8528 members 
Mstep: Class 22 contains 31294 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 6769 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 52768 members 
Mstep: Class 27 contains 48268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093104.000000 Penalty: 87198.015625
Iteration 67Q: 27 clusters Score -1.370931e+08 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 47619 members 
Mstep: Class 3 contains 56153 members 
Mstep: Class 4 contains 16947 members 
Mstep: Class 5 contains 50533 members 
Mstep: Class 6 contains 24552 members 
Mstep: Class 7 contains 50045 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51849 members 
Mstep: Class 10 contains 48429 members 
Mstep: Class 11 contains 44611 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 57916 members 
Mstep: Class 17 contains 3111 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32559 members 
Mstep: Class 20 contains 58268 members 
Mstep: Class 21 contains 8561 members 
Mstep: Class 22 contains 31228 members 
Mstep: Class 23 contains 2580 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 52476 members 
Mstep: Class 27 contains 48028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093824.000000 Penalty: 87198.015625
Iteration 68Q: 27 clusters Score -1.370938e+08 nChanged 9915
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 47405 members 
Mstep: Class 3 contains 56345 members 
Mstep: Class 4 contains 17554 members 
Mstep: Class 5 contains 51459 members 
Mstep: Class 6 contains 24486 members 
Mstep: Class 7 contains 49990 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51783 members 
Mstep: Class 10 contains 48348 members 
Mstep: Class 11 contains 44687 members 
Mstep: Class 12 contains 1202 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 57616 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32384 members 
Mstep: Class 20 contains 57964 members 
Mstep: Class 21 contains 8593 members 
Mstep: Class 22 contains 31176 members 
Mstep: Class 23 contains 2581 members 
Mstep: Class 24 contains 6720 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 52140 members 
Mstep: Class 27 contains 47859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093680.000000 Penalty: 87198.015625
Iteration 69Q: 27 clusters Score -1.370937e+08 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 47203 members 
Mstep: Class 3 contains 56671 members 
Mstep: Class 4 contains 18158 members 
Mstep: Class 5 contains 51661 members 
Mstep: Class 6 contains 24439 members 
Mstep: Class 7 contains 49887 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51713 members 
Mstep: Class 10 contains 48235 members 
Mstep: Class 11 contains 44749 members 
Mstep: Class 12 contains 1203 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 57380 members 
Mstep: Class 17 contains 3077 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32242 members 
Mstep: Class 20 contains 57947 members 
Mstep: Class 21 contains 8612 members 
Mstep: Class 22 contains 31123 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 6711 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51901 members 
Mstep: Class 27 contains 47717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137094400.000000 Penalty: 87198.015625
Iteration 70Q: 27 clusters Score -1.370944e+08 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 47089 members 
Mstep: Class 3 contains 56922 members 
Mstep: Class 4 contains 18840 members 
Mstep: Class 5 contains 51530 members 
Mstep: Class 6 contains 24392 members 
Mstep: Class 7 contains 49771 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51650 members 
Mstep: Class 10 contains 48068 members 
Mstep: Class 11 contains 44789 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 57145 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 32108 members 
Mstep: Class 20 contains 58087 members 
Mstep: Class 21 contains 8623 members 
Mstep: Class 22 contains 31095 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51764 members 
Mstep: Class 27 contains 47665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137094848.000000 Penalty: 87198.015625
Iteration 71Q: 27 clusters Score -1.370948e+08 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50348 members 
Mstep: Class 2 contains 46943 members 
Mstep: Class 3 contains 57181 members 
Mstep: Class 4 contains 19563 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 24352 members 
Mstep: Class 7 contains 49636 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51596 members 
Mstep: Class 10 contains 47933 members 
Mstep: Class 11 contains 44839 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 802 members 
Mstep: Class 16 contains 56977 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31977 members 
Mstep: Class 20 contains 58302 members 
Mstep: Class 21 contains 8656 members 
Mstep: Class 22 contains 31094 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51693 members 
Mstep: Class 27 contains 47578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095392.000000 Penalty: 87198.015625
Iteration 72Q: 27 clusters Score -1.370954e+08 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 46841 members 
Mstep: Class 3 contains 57425 members 
Mstep: Class 4 contains 20319 members 
Mstep: Class 5 contains 50794 members 
Mstep: Class 6 contains 24297 members 
Mstep: Class 7 contains 49524 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51555 members 
Mstep: Class 10 contains 47870 members 
Mstep: Class 11 contains 44944 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 56738 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31840 members 
Mstep: Class 20 contains 58475 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 31091 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51654 members 
Mstep: Class 27 contains 47569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095648.000000 Penalty: 87198.015625
Iteration 73Q: 27 clusters Score -1.370956e+08 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 46763 members 
Mstep: Class 3 contains 57619 members 
Mstep: Class 4 contains 21058 members 
Mstep: Class 5 contains 50385 members 
Mstep: Class 6 contains 24247 members 
Mstep: Class 7 contains 49415 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 51483 members 
Mstep: Class 10 contains 47769 members 
Mstep: Class 11 contains 45080 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 56583 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31709 members 
Mstep: Class 20 contains 58585 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51671 members 
Mstep: Class 27 contains 47568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137096944.000000 Penalty: 87198.015625
Iteration 74Q: 27 clusters Score -1.370969e+08 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 46703 members 
Mstep: Class 3 contains 57778 members 
Mstep: Class 4 contains 21852 members 
Mstep: Class 5 contains 50013 members 
Mstep: Class 6 contains 24168 members 
Mstep: Class 7 contains 49343 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 51429 members 
Mstep: Class 10 contains 47694 members 
Mstep: Class 11 contains 45151 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 16 contains 56460 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31565 members 
Mstep: Class 20 contains 58681 members 
Mstep: Class 21 contains 8760 members 
Mstep: Class 22 contains 31050 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51681 members 
Mstep: Class 27 contains 47567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137097808.000000 Penalty: 87198.015625
Iteration 75Q: 27 clusters Score -1.370978e+08 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49756 members 
Mstep: Class 2 contains 46611 members 
Mstep: Class 3 contains 57888 members 
Mstep: Class 4 contains 22655 members 
Mstep: Class 5 contains 49663 members 
Mstep: Class 6 contains 24080 members 
Mstep: Class 7 contains 49276 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 51400 members 
Mstep: Class 10 contains 47607 members 
Mstep: Class 11 contains 45208 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 16 contains 56341 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31456 members 
Mstep: Class 20 contains 58822 members 
Mstep: Class 21 contains 8795 members 
Mstep: Class 22 contains 31056 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6706 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51694 members 
Mstep: Class 27 contains 47605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098496.000000 Penalty: 87198.015625
Iteration 76Q: 27 clusters Score -1.370985e+08 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 46567 members 
Mstep: Class 3 contains 57981 members 
Mstep: Class 4 contains 23480 members 
Mstep: Class 5 contains 49355 members 
Mstep: Class 6 contains 23999 members 
Mstep: Class 7 contains 49181 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51385 members 
Mstep: Class 10 contains 47585 members 
Mstep: Class 11 contains 45249 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 798 members 
Mstep: Class 16 contains 56178 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31330 members 
Mstep: Class 20 contains 58889 members 
Mstep: Class 21 contains 8821 members 
Mstep: Class 22 contains 31063 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 6704 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51746 members 
Mstep: Class 27 contains 47608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099104.000000 Penalty: 87198.015625
Iteration 77Q: 27 clusters Score -1.370991e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 46599 members 
Mstep: Class 3 contains 58147 members 
Mstep: Class 4 contains 24292 members 
Mstep: Class 5 contains 49072 members 
Mstep: Class 6 contains 23910 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51343 members 
Mstep: Class 10 contains 47535 members 
Mstep: Class 11 contains 45270 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 16 contains 56083 members 
Mstep: Class 17 contains 2986 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31209 members 
Mstep: Class 20 contains 58915 members 
Mstep: Class 21 contains 8851 members 
Mstep: Class 22 contains 31069 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6685 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51794 members 
Mstep: Class 27 contains 47585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100416.000000 Penalty: 87198.015625
Iteration 78Q: 27 clusters Score -1.371004e+08 nChanged 5376
Entering ConstructFrom: 
Score: -137100416.000000 Penalty: 87198.015625
Entering ConstructFrom: 
Trying to split cluster 1 (49057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Entering Unmasked Estep 
Score: -9175079.000000 Penalty: 2678.583008
	Iteration 0F: 2 clusters Score -9175079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -9143904.000000 Penalty: 5357.166016
	Iteration 0F: 3 clusters Score -9143904 nChanged 22787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -9156642.000000 Penalty: 5357.166016
	Iteration 1F: 3 clusters Score -9156642 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9157124.000000 Penalty: 5357.166016
	Iteration 2Q: 3 clusters Score -9157124 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -9157687.000000 Penalty: 5357.166016
	Iteration 3Q: 3 clusters Score -9157687 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -9158169.000000 Penalty: 5357.166016
	Iteration 4Q: 3 clusters Score -9158169 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9158643.000000 Penalty: 5357.166016
	Iteration 5Q: 3 clusters Score -9158643 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9159085.000000 Penalty: 5357.166016
	Iteration 6Q: 3 clusters Score -9159085 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -9159599.000000 Penalty: 5357.166016
	Iteration 7Q: 3 clusters Score -9159599 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -9160263.000000 Penalty: 5357.166016
	Iteration 8Q: 3 clusters Score -9160263 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -9161019.000000 Penalty: 5357.166016
	Iteration 9Q: 3 clusters Score -9161019 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -9162085.000000 Penalty: 5357.166016
	Iteration 10Q: 3 clusters Score -9162085 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -9163634.000000 Penalty: 5357.166016
	Iteration 11Q: 3 clusters Score -9163634 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -9165480.000000 Penalty: 5357.166016
	Iteration 12F: 3 clusters Score -9165480 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -9167164.000000 Penalty: 5357.166016
	Iteration 13Q: 3 clusters Score -9167164 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -9168120.000000 Penalty: 5357.166016
	Iteration 14Q: 3 clusters Score -9168120 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -9168622.000000 Penalty: 5357.166016
	Iteration 15Q: 3 clusters Score -9168622 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -9168962.000000 Penalty: 5357.166016
	Iteration 16Q: 3 clusters Score -9168962 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -9169178.000000 Penalty: 5357.166016
	Iteration 17Q: 3 clusters Score -9169178 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -9169442.000000 Penalty: 5357.166016
	Iteration 18Q: 3 clusters Score -9169442 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -9169610.000000 Penalty: 5357.166016
	Iteration 19Q: 3 clusters Score -9169610 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -9169782.000000 Penalty: 5357.166016
	Iteration 20F: 3 clusters Score -9169782 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -9169979.000000 Penalty: 5357.166016
	Iteration 21Q: 3 clusters Score -9169979 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -9170082.000000 Penalty: 5357.166016
	Iteration 22Q: 3 clusters Score -9170082 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -9170169.000000 Penalty: 5357.166016
	Iteration 23Q: 3 clusters Score -9170169 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -9170303.000000 Penalty: 5357.166016
	Iteration 24Q: 3 clusters Score -9170303 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -9170377.000000 Penalty: 5357.166016
	Iteration 25Q: 3 clusters Score -9170377 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -9170426.000000 Penalty: 5357.166016
	Iteration 26Q: 3 clusters Score -9170426 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -9170456.000000 Penalty: 5357.166016
	Iteration 27Q: 3 clusters Score -9170456 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -9170506.000000 Penalty: 5357.166016
	Iteration 28Q: 3 clusters Score -9170506 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -9170572.000000 Penalty: 5357.166016
	Iteration 29Q: 3 clusters Score -9170572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -9170634.000000 Penalty: 5357.166016
	Iteration 30Q: 3 clusters Score -9170634 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -9170672.000000 Penalty: 5357.166016
	Iteration 31Q: 3 clusters Score -9170672 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -9170706.000000 Penalty: 5357.166016
	Iteration 32Q: 3 clusters Score -9170706 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -9170723.000000 Penalty: 5357.166016
	Iteration 33Q: 3 clusters Score -9170723 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -9170730.000000 Penalty: 5357.166016
	Iteration 34Q: 3 clusters Score -9170730 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -9170754.000000 Penalty: 5357.166016
	Iteration 35Q: 3 clusters Score -9170754 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -9170778.000000 Penalty: 5357.166016
	Iteration 36Q: 3 clusters Score -9170778 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -9170780.000000 Penalty: 5357.166016
	Iteration 37Q: 3 clusters Score -9170780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -9170782.000000 Penalty: 5357.166016
	Iteration 38Q: 3 clusters Score -9170782 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -9170786.000000 Penalty: 5357.166016
	Iteration 39Q: 3 clusters Score -9170786 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -9170778.000000 Penalty: 5357.166016
	Iteration 40F: 3 clusters Score -9170778 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -9170754.000000 Penalty: 5357.166016
	Iteration 41Q: 3 clusters Score -9170754 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -9170762.000000 Penalty: 5357.166016
	Iteration 42Q: 3 clusters Score -9170762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -9170775.000000 Penalty: 5357.166016
	Iteration 43Q: 3 clusters Score -9170775 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -9170759.000000 Penalty: 5357.166016
	Iteration 44Q: 3 clusters Score -9170759 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -9170752.000000 Penalty: 5357.166016
	Iteration 45Q: 3 clusters Score -9170752 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -9170766.000000 Penalty: 5357.166016
	Iteration 46Q: 3 clusters Score -9170766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -9170756.000000 Penalty: 5357.166016
	Iteration 47Q: 3 clusters Score -9170756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -9170757.000000 Penalty: 5357.166016
	Iteration 48Q: 3 clusters Score -9170757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -9170760.000000 Penalty: 5357.166016
	Iteration 49Q: 3 clusters Score -9170760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -9170754.000000 Penalty: 5357.166016
	Iteration 50Q: 3 clusters Score -9170754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -9170769.000000 Penalty: 5357.166016
	Iteration 51Q: 3 clusters Score -9170769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -9170750.000000 Penalty: 5357.166016
	Iteration 52Q: 3 clusters Score -9170750 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -9170771.000000 Penalty: 5357.166016
	Iteration 53Q: 3 clusters Score -9170771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -9170766.000000 Penalty: 5357.166016
	Iteration 54Q: 3 clusters Score -9170766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -9170760.000000 Penalty: 5357.166016
	Iteration 55Q: 3 clusters Score -9170760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -9170752.000000 Penalty: 5357.166016
	Iteration 56Q: 3 clusters Score -9170752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -9170752.000000 Penalty: 5357.166016
	Iteration 57Q: 3 clusters Score -9170752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -9170759.000000 Penalty: 5357.166016
	Iteration 58Q: 3 clusters Score -9170759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -9170757.000000 Penalty: 5357.166016
	Iteration 59Q: 3 clusters Score -9170757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -9170755.000000 Penalty: 5357.166016
	Iteration 60F: 3 clusters Score -9170755 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -9170743.000000 Penalty: 5357.166016
	Iteration 61Q: 3 clusters Score -9170743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -9170767.000000 Penalty: 5357.166016
	Iteration 62Q: 3 clusters Score -9170767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -9170782.000000 Penalty: 5357.166016
	Iteration 63Q: 3 clusters Score -9170782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -9170793.000000 Penalty: 5357.166016
	Iteration 64Q: 3 clusters Score -9170793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -9170793.000000 Penalty: 5357.166016
	Iteration 65Q: 3 clusters Score -9170793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -9170796.000000 Penalty: 5357.166016
	Iteration 66Q: 3 clusters Score -9170796 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -9170811.000000 Penalty: 5357.166016
	Iteration 67Q: 3 clusters Score -9170811 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -9170808.000000 Penalty: 5357.166016
	Iteration 68Q: 3 clusters Score -9170808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -9170815.000000 Penalty: 5357.166016
	Iteration 69Q: 3 clusters Score -9170815 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9170803.000000 Penalty: 5357.166016
	Iteration 70Q: 3 clusters Score -9170803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -9170811.000000 Penalty: 5357.166016
	Iteration 71Q: 3 clusters Score -9170811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -9170834.000000 Penalty: 5357.166016
	Iteration 72Q: 3 clusters Score -9170834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -9170823.000000 Penalty: 5357.166016
	Iteration 73Q: 3 clusters Score -9170823 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32942 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -9170834.000000 Penalty: 5357.166016
	Iteration 74Q: 3 clusters Score -9170834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -9170839.000000 Penalty: 5357.166016
	Iteration 75Q: 3 clusters Score -9170839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -9170835.000000 Penalty: 5357.166016
	Iteration 76Q: 3 clusters Score -9170835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -9170843.000000 Penalty: 5357.166016
	Iteration 77Q: 3 clusters Score -9170843 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -9170839.000000 Penalty: 5357.166016
	Iteration 78Q: 3 clusters Score -9170839 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -9170833.000000 Penalty: 5357.166016
	Iteration 79Q: 3 clusters Score -9170833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -9170845.000000 Penalty: 5357.166016
	Iteration 80F: 3 clusters Score -9170845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -9170835.000000 Penalty: 5357.166016
	Iteration 81Q: 3 clusters Score -9170835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -9170837.000000 Penalty: 5357.166016
	Iteration 82Q: 3 clusters Score -9170837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -9170829.000000 Penalty: 5357.166016
	Iteration 83Q: 3 clusters Score -9170829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32996 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -9170832.000000 Penalty: 5357.166016
	Iteration 84Q: 3 clusters Score -9170832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -9170827.000000 Penalty: 5357.166016
	Iteration 85Q: 3 clusters Score -9170827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -9170821.000000 Penalty: 5357.166016
	Iteration 86Q: 3 clusters Score -9170821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -9170818.000000 Penalty: 5357.166016
	Iteration 87Q: 3 clusters Score -9170818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -9170820.000000 Penalty: 5357.166016
	Iteration 88Q: 3 clusters Score -9170820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -9170822.000000 Penalty: 5357.166016
	Iteration 89Q: 3 clusters Score -9170822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -9170823.000000 Penalty: 5357.166016
	Iteration 90Q: 3 clusters Score -9170823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -9170818.000000 Penalty: 5357.166016
	Iteration 91Q: 3 clusters Score -9170818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -9170818.000000 Penalty: 5357.166016
	Iteration 92F: 3 clusters Score -9170818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Entering Unmasked Estep 
Score: -8687532.000000 Penalty: 2665.851074
	Iteration 0F: 2 clusters Score -8687532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8657192.000000 Penalty: 5331.702148
	Iteration 0F: 3 clusters Score -8657192 nChanged 21336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -8669054.000000 Penalty: 5331.702148
	Iteration 1F: 3 clusters Score -8669054 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -8669604.000000 Penalty: 5331.702148
	Iteration 2Q: 3 clusters Score -8669604 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8670246.000000 Penalty: 5331.702148
	Iteration 3Q: 3 clusters Score -8670246 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8670952.000000 Penalty: 5331.702148
	Iteration 4Q: 3 clusters Score -8670952 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8671716.000000 Penalty: 5331.702148
	Iteration 5Q: 3 clusters Score -8671716 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8672707.000000 Penalty: 5331.702148
	Iteration 6Q: 3 clusters Score -8672707 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8674029.000000 Penalty: 5331.702148
	Iteration 7Q: 3 clusters Score -8674029 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -8675633.000000 Penalty: 5331.702148
	Iteration 8F: 3 clusters Score -8675633 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -8677303.000000 Penalty: 5331.702148
	Iteration 9F: 3 clusters Score -8677303 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -8678796.000000 Penalty: 5331.702148
	Iteration 10Q: 3 clusters Score -8678796 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -8679936.000000 Penalty: 5331.702148
	Iteration 11Q: 3 clusters Score -8679936 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8680691.000000 Penalty: 5331.702148
	Iteration 12Q: 3 clusters Score -8680691 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8681164.000000 Penalty: 5331.702148
	Iteration 13Q: 3 clusters Score -8681164 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -8681523.000000 Penalty: 5331.702148
	Iteration 14Q: 3 clusters Score -8681523 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -8681756.000000 Penalty: 5331.702148
	Iteration 15Q: 3 clusters Score -8681756 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8681951.000000 Penalty: 5331.702148
	Iteration 16Q: 3 clusters Score -8681951 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -8682145.000000 Penalty: 5331.702148
	Iteration 17Q: 3 clusters Score -8682145 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -8682347.000000 Penalty: 5331.702148
	Iteration 18Q: 3 clusters Score -8682347 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8682534.000000 Penalty: 5331.702148
	Iteration 19Q: 3 clusters Score -8682534 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -8682749.000000 Penalty: 5331.702148
	Iteration 20F: 3 clusters Score -8682749 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -8682944.000000 Penalty: 5331.702148
	Iteration 21Q: 3 clusters Score -8682944 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -8683127.000000 Penalty: 5331.702148
	Iteration 22Q: 3 clusters Score -8683127 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -8683347.000000 Penalty: 5331.702148
	Iteration 23Q: 3 clusters Score -8683347 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -8683525.000000 Penalty: 5331.702148
	Iteration 24Q: 3 clusters Score -8683525 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -8683716.000000 Penalty: 5331.702148
	Iteration 25Q: 3 clusters Score -8683716 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -8683921.000000 Penalty: 5331.702148
	Iteration 26Q: 3 clusters Score -8683921 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8684114.000000 Penalty: 5331.702148
	Iteration 27Q: 3 clusters Score -8684114 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8684286.000000 Penalty: 5331.702148
	Iteration 28Q: 3 clusters Score -8684286 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8684403.000000 Penalty: 5331.702148
	Iteration 29Q: 3 clusters Score -8684403 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8684512.000000 Penalty: 5331.702148
	Iteration 30Q: 3 clusters Score -8684512 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8684641.000000 Penalty: 5331.702148
	Iteration 31Q: 3 clusters Score -8684641 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8684744.000000 Penalty: 5331.702148
	Iteration 32Q: 3 clusters Score -8684744 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8684826.000000 Penalty: 5331.702148
	Iteration 33Q: 3 clusters Score -8684826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8684888.000000 Penalty: 5331.702148
	Iteration 34Q: 3 clusters Score -8684888 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8684935.000000 Penalty: 5331.702148
	Iteration 35Q: 3 clusters Score -8684935 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 44034 members 
Entering Unmasked Estep 
Score: -8685015.000000 Penalty: 5331.702148
	Iteration 36Q: 3 clusters Score -8685015 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8685066.000000 Penalty: 5331.702148
	Iteration 37Q: 3 clusters Score -8685066 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -8685130.000000 Penalty: 5331.702148
	Iteration 38Q: 3 clusters Score -8685130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8685151.000000 Penalty: 5331.702148
	Iteration 39Q: 3 clusters Score -8685151 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8685173.000000 Penalty: 5331.702148
	Iteration 40F: 3 clusters Score -8685173 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8685186.000000 Penalty: 5331.702148
	Iteration 41Q: 3 clusters Score -8685186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8685222.000000 Penalty: 5331.702148
	Iteration 42Q: 3 clusters Score -8685222 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8685245.000000 Penalty: 5331.702148
	Iteration 43Q: 3 clusters Score -8685245 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8685284.000000 Penalty: 5331.702148
	Iteration 44Q: 3 clusters Score -8685284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8685277.000000 Penalty: 5331.702148
	Iteration 45Q: 3 clusters Score -8685277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8685291.000000 Penalty: 5331.702148
	Iteration 46Q: 3 clusters Score -8685291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8685301.000000 Penalty: 5331.702148
	Iteration 47Q: 3 clusters Score -8685301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8685304.000000 Penalty: 5331.702148
	Iteration 48Q: 3 clusters Score -8685304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8685321.000000 Penalty: 5331.702148
	Iteration 49Q: 3 clusters Score -8685321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8685334.000000 Penalty: 5331.702148
	Iteration 50Q: 3 clusters Score -8685334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8685324.000000 Penalty: 5331.702148
	Iteration 51Q: 3 clusters Score -8685324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8685334.000000 Penalty: 5331.702148
	Iteration 52Q: 3 clusters Score -8685334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8685334.000000 Penalty: 5331.702148
	Iteration 53Q: 3 clusters Score -8685334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8685335.000000 Penalty: 5331.702148
	Iteration 54Q: 3 clusters Score -8685335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8685344.000000 Penalty: 5331.702148
	Iteration 55Q: 3 clusters Score -8685344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
Score: -8685353.000000 Penalty: 5331.702148
	Iteration 56Q: 3 clusters Score -8685353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8685346.000000 Penalty: 5331.702148
	Iteration 57Q: 3 clusters Score -8685346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -8685345.000000 Penalty: 5331.702148
	Iteration 58Q: 3 clusters Score -8685345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 45102 members 
Entering Unmasked Estep 
Score: -8685349.000000 Penalty: 5331.702148
	Iteration 59Q: 3 clusters Score -8685349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8685358.000000 Penalty: 5331.702148
	Iteration 60F: 3 clusters Score -8685358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8685362.000000 Penalty: 5331.702148
	Iteration 61Q: 3 clusters Score -8685362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8685359.000000 Penalty: 5331.702148
	Iteration 62Q: 3 clusters Score -8685359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8685362.000000 Penalty: 5331.702148
	Iteration 63Q: 3 clusters Score -8685362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8685371.000000 Penalty: 5331.702148
	Iteration 64Q: 3 clusters Score -8685371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8685364.000000 Penalty: 5331.702148
	Iteration 65Q: 3 clusters Score -8685364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8685371.000000 Penalty: 5331.702148
	Iteration 66Q: 3 clusters Score -8685371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8685369.000000 Penalty: 5331.702148
	Iteration 67Q: 3 clusters Score -8685369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8685368.000000 Penalty: 5331.702148
	Iteration 68Q: 3 clusters Score -8685368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8685377.000000 Penalty: 5331.702148
	Iteration 69Q: 3 clusters Score -8685377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8685379.000000 Penalty: 5331.702148
	Iteration 70Q: 3 clusters Score -8685379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8685379.000000 Penalty: 5331.702148
	Iteration 71F: 3 clusters Score -8685379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58196 members 
Entering Unmasked Estep 
Score: -10974399.000000 Penalty: 2720.949951
	Iteration 0F: 2 clusters Score -1.09744e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -10943374.000000 Penalty: 5441.899902
	Iteration 0F: 3 clusters Score -1.094337e+07 nChanged 27130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -10958734.000000 Penalty: 5441.899902
	Iteration 1F: 3 clusters Score -1.095873e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -10959653.000000 Penalty: 5441.899902
	Iteration 2Q: 3 clusters Score -1.095965e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -10960960.000000 Penalty: 5441.899902
	Iteration 3F: 3 clusters Score -1.096096e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -10962730.000000 Penalty: 5441.899902
	Iteration 4F: 3 clusters Score -1.096273e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -10965129.000000 Penalty: 5441.899902
	Iteration 5F: 3 clusters Score -1.096513e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -10967981.000000 Penalty: 5441.899902
	Iteration 6F: 3 clusters Score -1.096798e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 49704 members 
Entering Unmasked Estep 
Score: -10969905.000000 Penalty: 5441.899902
	Iteration 7F: 3 clusters Score -1.09699e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -10970631.000000 Penalty: 5441.899902
	Iteration 8Q: 3 clusters Score -1.097063e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -10971288.000000 Penalty: 5441.899902
	Iteration 9Q: 3 clusters Score -1.097129e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10971577.000000 Penalty: 5441.899902
	Iteration 10Q: 3 clusters Score -1.097158e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 55376 members 
Entering Unmasked Estep 
Score: -10971837.000000 Penalty: 5441.899902
	Iteration 11Q: 3 clusters Score -1.097184e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -10971910.000000 Penalty: 5441.899902
	Iteration 12Q: 3 clusters Score -1.097191e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -10971951.000000 Penalty: 5441.899902
	Iteration 13Q: 3 clusters Score -1.097195e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -10972009.000000 Penalty: 5441.899902
	Iteration 14Q: 3 clusters Score -1.097201e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10972039.000000 Penalty: 5441.899902
	Iteration 15Q: 3 clusters Score -1.097204e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -10972089.000000 Penalty: 5441.899902
	Iteration 16Q: 3 clusters Score -1.097209e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -10972114.000000 Penalty: 5441.899902
	Iteration 17Q: 3 clusters Score -1.097211e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -10972115.000000 Penalty: 5441.899902
	Iteration 18Q: 3 clusters Score -1.097212e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -10972158.000000 Penalty: 5441.899902
	Iteration 19Q: 3 clusters Score -1.097216e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -10972186.000000 Penalty: 5441.899902
	Iteration 20F: 3 clusters Score -1.097219e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 56953 members 
Entering Unmasked Estep 
Score: -10972197.000000 Penalty: 5441.899902
	Iteration 21Q: 3 clusters Score -1.09722e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56990 members 
Entering Unmasked Estep 
Score: -10972201.000000 Penalty: 5441.899902
	Iteration 22Q: 3 clusters Score -1.09722e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -10972191.000000 Penalty: 5441.899902
	Iteration 23Q: 3 clusters Score -1.097219e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -10972214.000000 Penalty: 5441.899902
	Iteration 24Q: 3 clusters Score -1.097221e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -10972218.000000 Penalty: 5441.899902
	Iteration 25Q: 3 clusters Score -1.097222e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -10972227.000000 Penalty: 5441.899902
	Iteration 26Q: 3 clusters Score -1.097223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 57136 members 
Entering Unmasked Estep 
Score: -10972248.000000 Penalty: 5441.899902
	Iteration 27Q: 3 clusters Score -1.097225e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -10972267.000000 Penalty: 5441.899902
	Iteration 28Q: 3 clusters Score -1.097227e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -10972276.000000 Penalty: 5441.899902
	Iteration 29Q: 3 clusters Score -1.097228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -10972264.000000 Penalty: 5441.899902
	Iteration 30Q: 3 clusters Score -1.097226e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 57184 members 
Entering Unmasked Estep 
Score: -10972285.000000 Penalty: 5441.899902
	Iteration 31Q: 3 clusters Score -1.097228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -10972282.000000 Penalty: 5441.899902
	Iteration 32Q: 3 clusters Score -1.097228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -10972292.000000 Penalty: 5441.899902
	Iteration 33Q: 3 clusters Score -1.097229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -10972303.000000 Penalty: 5441.899902
	Iteration 34Q: 3 clusters Score -1.09723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 57211 members 
Entering Unmasked Estep 
Score: -10972306.000000 Penalty: 5441.899902
	Iteration 35Q: 3 clusters Score -1.097231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -10972299.000000 Penalty: 5441.899902
	Iteration 36Q: 3 clusters Score -1.09723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 57219 members 
Entering Unmasked Estep 
Score: -10972298.000000 Penalty: 5441.899902
	Iteration 37Q: 3 clusters Score -1.09723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 57221 members 
Entering Unmasked Estep 
Score: -10972310.000000 Penalty: 5441.899902
	Iteration 38Q: 3 clusters Score -1.097231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -10972306.000000 Penalty: 5441.899902
	Iteration 39Q: 3 clusters Score -1.097231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -10972312.000000 Penalty: 5441.899902
	Iteration 40F: 3 clusters Score -1.097231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -10972318.000000 Penalty: 5441.899902
	Iteration 41Q: 3 clusters Score -1.097232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -10972312.000000 Penalty: 5441.899902
	Iteration 42Q: 3 clusters Score -1.097231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 57231 members 
Entering Unmasked Estep 
Score: -10972305.000000 Penalty: 5441.899902
	Iteration 43Q: 3 clusters Score -1.09723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -10972309.000000 Penalty: 5441.899902
	Iteration 44Q: 3 clusters Score -1.097231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -10972298.000000 Penalty: 5441.899902
	Iteration 45Q: 3 clusters Score -1.09723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -10972318.000000 Penalty: 5441.899902
	Iteration 46Q: 3 clusters Score -1.097232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -10972311.000000 Penalty: 5441.899902
	Iteration 47Q: 3 clusters Score -1.097231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -10972317.000000 Penalty: 5441.899902
	Iteration 48Q: 3 clusters Score -1.097232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -10972319.000000 Penalty: 5441.899902
	Iteration 49Q: 3 clusters Score -1.097232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 57261 members 
Entering Unmasked Estep 
Score: -10972318.000000 Penalty: 5441.899902
	Iteration 50Q: 3 clusters Score -1.097232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 57267 members 
Entering Unmasked Estep 
Score: -10972320.000000 Penalty: 5441.899902
	Iteration 51Q: 3 clusters Score -1.097232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 57270 members 
Entering Unmasked Estep 
Score: -10972328.000000 Penalty: 5441.899902
	Iteration 52Q: 3 clusters Score -1.097233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 57272 members 
Entering Unmasked Estep 
Score: -10972326.000000 Penalty: 5441.899902
	Iteration 53Q: 3 clusters Score -1.097233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -10972319.000000 Penalty: 5441.899902
	Iteration 54Q: 3 clusters Score -1.097232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -10972319.000000 Penalty: 5441.899902
	Iteration 55F: 3 clusters Score -1.097232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Entering Unmasked Estep 
Score: -4670980.500000 Penalty: 2511.335205
	Iteration 0F: 2 clusters Score -4670980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -4653775.000000 Penalty: 5022.670410
	Iteration 0F: 3 clusters Score -4653775 nChanged 11057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -4660042.000000 Penalty: 5022.670410
	Iteration 1F: 3 clusters Score -4660042 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4660842.000000 Penalty: 5022.670410
	Iteration 2F: 3 clusters Score -4660842 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -4661965.000000 Penalty: 5022.670410
	Iteration 3F: 3 clusters Score -4661965 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -4663414.500000 Penalty: 5022.670410
	Iteration 4F: 3 clusters Score -4663414 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4664913.500000 Penalty: 5022.670410
	Iteration 5F: 3 clusters Score -4664914 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4666354.000000 Penalty: 5022.670410
	Iteration 6F: 3 clusters Score -4666354 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -4667648.500000 Penalty: 5022.670410
	Iteration 7F: 3 clusters Score -4667648 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -4668443.500000 Penalty: 5022.670410
	Iteration 8Q: 3 clusters Score -4668444 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4668821.000000 Penalty: 5022.670410
	Iteration 9Q: 3 clusters Score -4668821 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -4668975.500000 Penalty: 5022.670410
	Iteration 10Q: 3 clusters Score -4668976 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -4669095.500000 Penalty: 5022.670410
	Iteration 11Q: 3 clusters Score -4669096 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -4669163.500000 Penalty: 5022.670410
	Iteration 12Q: 3 clusters Score -4669164 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -4669227.500000 Penalty: 5022.670410
	Iteration 13Q: 3 clusters Score -4669228 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4669282.500000 Penalty: 5022.670410
	Iteration 14Q: 3 clusters Score -4669282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -4669320.000000 Penalty: 5022.670410
	Iteration 15Q: 3 clusters Score -4669320 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4669336.000000 Penalty: 5022.670410
	Iteration 16Q: 3 clusters Score -4669336 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -4669357.500000 Penalty: 5022.670410
	Iteration 17Q: 3 clusters Score -4669358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4669390.500000 Penalty: 5022.670410
	Iteration 18Q: 3 clusters Score -4669390 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -4669403.000000 Penalty: 5022.670410
	Iteration 19Q: 3 clusters Score -4669403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4669421.000000 Penalty: 5022.670410
	Iteration 20F: 3 clusters Score -4669421 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -4669435.500000 Penalty: 5022.670410
	Iteration 21Q: 3 clusters Score -4669436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4669440.500000 Penalty: 5022.670410
	Iteration 22Q: 3 clusters Score -4669440 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -4669456.500000 Penalty: 5022.670410
	Iteration 23Q: 3 clusters Score -4669456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4669462.000000 Penalty: 5022.670410
	Iteration 24Q: 3 clusters Score -4669462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -4669463.500000 Penalty: 5022.670410
	Iteration 25Q: 3 clusters Score -4669464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -4669463.000000 Penalty: 5022.670410
	Iteration 26Q: 3 clusters Score -4669463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -4669473.000000 Penalty: 5022.670410
	Iteration 27Q: 3 clusters Score -4669473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4669473.500000 Penalty: 5022.670410
	Iteration 28Q: 3 clusters Score -4669474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -4669489.000000 Penalty: 5022.670410
	Iteration 29Q: 3 clusters Score -4669489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -4669491.000000 Penalty: 5022.670410
	Iteration 30Q: 3 clusters Score -4669491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -4669485.500000 Penalty: 5022.670410
	Iteration 31Q: 3 clusters Score -4669486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -4669497.500000 Penalty: 5022.670410
	Iteration 32Q: 3 clusters Score -4669498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -4669505.500000 Penalty: 5022.670410
	Iteration 33Q: 3 clusters Score -4669506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4669510.000000 Penalty: 5022.670410
	Iteration 34Q: 3 clusters Score -4669510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4669509.000000 Penalty: 5022.670410
	Iteration 35Q: 3 clusters Score -4669509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -4669517.500000 Penalty: 5022.670410
	Iteration 36Q: 3 clusters Score -4669518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -4669526.000000 Penalty: 5022.670410
	Iteration 37Q: 3 clusters Score -4669526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4669534.500000 Penalty: 5022.670410
	Iteration 38Q: 3 clusters Score -4669534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4669539.000000 Penalty: 5022.670410
	Iteration 39Q: 3 clusters Score -4669539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -4669537.500000 Penalty: 5022.670410
	Iteration 40F: 3 clusters Score -4669538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4669540.500000 Penalty: 5022.670410
	Iteration 41Q: 3 clusters Score -4669540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4669545.500000 Penalty: 5022.670410
	Iteration 42Q: 3 clusters Score -4669546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4669559.500000 Penalty: 5022.670410
	Iteration 43Q: 3 clusters Score -4669560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4669567.000000 Penalty: 5022.670410
	Iteration 44Q: 3 clusters Score -4669567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4669572.500000 Penalty: 5022.670410
	Iteration 45Q: 3 clusters Score -4669572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -4669570.500000 Penalty: 5022.670410
	Iteration 46Q: 3 clusters Score -4669570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4669567.000000 Penalty: 5022.670410
	Iteration 47Q: 3 clusters Score -4669567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4669568.500000 Penalty: 5022.670410
	Iteration 48Q: 3 clusters Score -4669568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -4669567.500000 Penalty: 5022.670410
	Iteration 49Q: 3 clusters Score -4669568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -4669572.500000 Penalty: 5022.670410
	Iteration 50Q: 3 clusters Score -4669572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4669576.000000 Penalty: 5022.670410
	Iteration 51Q: 3 clusters Score -4669576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4669574.500000 Penalty: 5022.670410
	Iteration 52Q: 3 clusters Score -4669574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -4669571.500000 Penalty: 5022.670410
	Iteration 53Q: 3 clusters Score -4669572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -4669570.000000 Penalty: 5022.670410
	Iteration 54Q: 3 clusters Score -4669570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4669565.500000 Penalty: 5022.670410
	Iteration 55Q: 3 clusters Score -4669566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4669572.000000 Penalty: 5022.670410
	Iteration 56Q: 3 clusters Score -4669572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -4669581.000000 Penalty: 5022.670410
	Iteration 57Q: 3 clusters Score -4669581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4669577.500000 Penalty: 5022.670410
	Iteration 58Q: 3 clusters Score -4669578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4669576.500000 Penalty: 5022.670410
	Iteration 59Q: 3 clusters Score -4669576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4669581.000000 Penalty: 5022.670410
	Iteration 60F: 3 clusters Score -4669581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4669581.500000 Penalty: 5022.670410
	Iteration 61Q: 3 clusters Score -4669582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4669581.500000 Penalty: 5022.670410
	Iteration 62F: 3 clusters Score -4669582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Entering Unmasked Estep 
Score: -9287810.000000 Penalty: 2678.132812
	Iteration 0F: 2 clusters Score -9287810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -9258505.000000 Penalty: 5356.265625
	Iteration 0F: 3 clusters Score -9258505 nChanged 22518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -9271413.000000 Penalty: 5356.265625
	Iteration 1F: 3 clusters Score -9271413 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -9272442.000000 Penalty: 5356.265625
	Iteration 2F: 3 clusters Score -9272442 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -9273732.000000 Penalty: 5356.265625
	Iteration 3F: 3 clusters Score -9273732 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -9275293.000000 Penalty: 5356.265625
	Iteration 4F: 3 clusters Score -9275293 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -9277113.000000 Penalty: 5356.265625
	Iteration 5F: 3 clusters Score -9277113 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -9279281.000000 Penalty: 5356.265625
	Iteration 6F: 3 clusters Score -9279281 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -9281546.000000 Penalty: 5356.265625
	Iteration 7F: 3 clusters Score -9281546 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -9283501.000000 Penalty: 5356.265625
	Iteration 8F: 3 clusters Score -9283501 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9284733.000000 Penalty: 5356.265625
	Iteration 9Q: 3 clusters Score -9284733 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9285302.000000 Penalty: 5356.265625
	Iteration 10Q: 3 clusters Score -9285302 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9285498.000000 Penalty: 5356.265625
	Iteration 11Q: 3 clusters Score -9285498 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9285621.000000 Penalty: 5356.265625
	Iteration 12Q: 3 clusters Score -9285621 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9285680.000000 Penalty: 5356.265625
	Iteration 13Q: 3 clusters Score -9285680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9285747.000000 Penalty: 5356.265625
	Iteration 14Q: 3 clusters Score -9285747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9285724.000000 Penalty: 5356.265625
	Iteration 15Q: 3 clusters Score -9285724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9285743.000000 Penalty: 5356.265625
	Iteration 16Q: 3 clusters Score -9285743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9285747.000000 Penalty: 5356.265625
	Iteration 17Q: 3 clusters Score -9285747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9285765.000000 Penalty: 5356.265625
	Iteration 18Q: 3 clusters Score -9285765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9285771.000000 Penalty: 5356.265625
	Iteration 19Q: 3 clusters Score -9285771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9285768.000000 Penalty: 5356.265625
	Iteration 20F: 3 clusters Score -9285768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48512 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9285767.000000 Penalty: 5356.265625
	Iteration 21Q: 3 clusters Score -9285767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9285767.000000 Penalty: 5356.265625
	Iteration 22Q: 3 clusters Score -9285767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9285772.000000 Penalty: 5356.265625
	Iteration 23Q: 3 clusters Score -9285772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9285776.000000 Penalty: 5356.265625
	Iteration 24Q: 3 clusters Score -9285776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9285774.000000 Penalty: 5356.265625
	Iteration 25Q: 3 clusters Score -9285774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9285774.000000 Penalty: 5356.265625
	Iteration 26Q: 3 clusters Score -9285774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9285773.000000 Penalty: 5356.265625
	Iteration 27Q: 3 clusters Score -9285773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9285777.000000 Penalty: 5356.265625
	Iteration 28Q: 3 clusters Score -9285777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9285788.000000 Penalty: 5356.265625
	Iteration 29Q: 3 clusters Score -9285788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9285796.000000 Penalty: 5356.265625
	Iteration 30Q: 3 clusters Score -9285796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9285793.000000 Penalty: 5356.265625
	Iteration 31Q: 3 clusters Score -9285793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9285798.000000 Penalty: 5356.265625
	Iteration 32Q: 3 clusters Score -9285798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9285794.000000 Penalty: 5356.265625
	Iteration 33Q: 3 clusters Score -9285794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9285796.000000 Penalty: 5356.265625
	Iteration 34Q: 3 clusters Score -9285796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9285792.000000 Penalty: 5356.265625
	Iteration 35Q: 3 clusters Score -9285792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9285799.000000 Penalty: 5356.265625
	Iteration 36Q: 3 clusters Score -9285799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9285799.000000 Penalty: 5356.265625
	Iteration 37F: 3 clusters Score -9285799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Entering Unmasked Estep 
Score: -4450771.500000 Penalty: 2499.309570
	Iteration 0F: 2 clusters Score -4450772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -4434245.500000 Penalty: 4998.619141
	Iteration 0F: 3 clusters Score -4434246 nChanged 10634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4439831.500000 Penalty: 4998.619141
	Iteration 1F: 3 clusters Score -4439832 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4440256.500000 Penalty: 4998.619141
	Iteration 2F: 3 clusters Score -4440256 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4440601.500000 Penalty: 4998.619141
	Iteration 3Q: 3 clusters Score -4440602 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -4440886.000000 Penalty: 4998.619141
	Iteration 4Q: 3 clusters Score -4440886 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -4441149.000000 Penalty: 4998.619141
	Iteration 5Q: 3 clusters Score -4441149 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -4441538.000000 Penalty: 4998.619141
	Iteration 6Q: 3 clusters Score -4441538 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4441991.000000 Penalty: 4998.619141
	Iteration 7Q: 3 clusters Score -4441991 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -4442605.000000 Penalty: 4998.619141
	Iteration 8Q: 3 clusters Score -4442605 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4443445.000000 Penalty: 4998.619141
	Iteration 9F: 3 clusters Score -4443445 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4444477.500000 Penalty: 4998.619141
	Iteration 10F: 3 clusters Score -4444478 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4445694.000000 Penalty: 4998.619141
	Iteration 11F: 3 clusters Score -4445694 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4446809.000000 Penalty: 4998.619141
	Iteration 12F: 3 clusters Score -4446809 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4447629.500000 Penalty: 4998.619141
	Iteration 13Q: 3 clusters Score -4447630 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -4448098.000000 Penalty: 4998.619141
	Iteration 14Q: 3 clusters Score -4448098 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4448340.500000 Penalty: 4998.619141
	Iteration 15Q: 3 clusters Score -4448340 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4448468.000000 Penalty: 4998.619141
	Iteration 16Q: 3 clusters Score -4448468 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -4448539.000000 Penalty: 4998.619141
	Iteration 17Q: 3 clusters Score -4448539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -4448573.500000 Penalty: 4998.619141
	Iteration 18Q: 3 clusters Score -4448574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -4448598.000000 Penalty: 4998.619141
	Iteration 19Q: 3 clusters Score -4448598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -4448624.500000 Penalty: 4998.619141
	Iteration 20F: 3 clusters Score -4448624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -4448643.000000 Penalty: 4998.619141
	Iteration 21Q: 3 clusters Score -4448643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4448663.500000 Penalty: 4998.619141
	Iteration 22Q: 3 clusters Score -4448664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -4448675.500000 Penalty: 4998.619141
	Iteration 23Q: 3 clusters Score -4448676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -4448681.000000 Penalty: 4998.619141
	Iteration 24Q: 3 clusters Score -4448681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4448686.000000 Penalty: 4998.619141
	Iteration 25Q: 3 clusters Score -4448686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -4448686.000000 Penalty: 4998.619141
	Iteration 26F: 3 clusters Score -4448686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Entering Unmasked Estep 
Score: -9067410.000000 Penalty: 2678.143066
	Iteration 0F: 2 clusters Score -9067410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -9036297.000000 Penalty: 5356.286133
	Iteration 0F: 3 clusters Score -9036297 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -9048896.000000 Penalty: 5356.286133
	Iteration 1F: 3 clusters Score -9048896 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -9049608.000000 Penalty: 5356.286133
	Iteration 2Q: 3 clusters Score -9049608 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -9050370.000000 Penalty: 5356.286133
	Iteration 3Q: 3 clusters Score -9050370 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -9051415.000000 Penalty: 5356.286133
	Iteration 4Q: 3 clusters Score -9051415 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -9053076.000000 Penalty: 5356.286133
	Iteration 5F: 3 clusters Score -9053076 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -9055589.000000 Penalty: 5356.286133
	Iteration 6F: 3 clusters Score -9055589 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -9058945.000000 Penalty: 5356.286133
	Iteration 7F: 3 clusters Score -9058945 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9062240.000000 Penalty: 5356.286133
	Iteration 8F: 3 clusters Score -9062240 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9064108.000000 Penalty: 5356.286133
	Iteration 9F: 3 clusters Score -9064108 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48224 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9064728.000000 Penalty: 5356.286133
	Iteration 10Q: 3 clusters Score -9064728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9064967.000000 Penalty: 5356.286133
	Iteration 11Q: 3 clusters Score -9064967 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9065064.000000 Penalty: 5356.286133
	Iteration 12Q: 3 clusters Score -9065064 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9065104.000000 Penalty: 5356.286133
	Iteration 13Q: 3 clusters Score -9065104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9065122.000000 Penalty: 5356.286133
	Iteration 14Q: 3 clusters Score -9065122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9065127.000000 Penalty: 5356.286133
	Iteration 15Q: 3 clusters Score -9065127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9065150.000000 Penalty: 5356.286133
	Iteration 16Q: 3 clusters Score -9065150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9065153.000000 Penalty: 5356.286133
	Iteration 17Q: 3 clusters Score -9065153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9065159.000000 Penalty: 5356.286133
	Iteration 18Q: 3 clusters Score -9065159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9065164.000000 Penalty: 5356.286133
	Iteration 19Q: 3 clusters Score -9065164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9065160.000000 Penalty: 5356.286133
	Iteration 20F: 3 clusters Score -9065160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -54366.386719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -54366.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53061.531250 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -53061.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53197.398438 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -53197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -53239.445312 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -53239.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53261.859375 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -53261.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53261.859375 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -53261.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (51301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Entering Unmasked Estep 
Score: -9620717.000000 Penalty: 2689.675537
	Iteration 0F: 2 clusters Score -9620717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -9591774.000000 Penalty: 5379.351074
	Iteration 0F: 3 clusters Score -9591774 nChanged 23643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -9604548.000000 Penalty: 5379.351074
	Iteration 1F: 3 clusters Score -9604548 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -9604999.000000 Penalty: 5379.351074
	Iteration 2Q: 3 clusters Score -9604999 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -9605414.000000 Penalty: 5379.351074
	Iteration 3Q: 3 clusters Score -9605414 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -9605827.000000 Penalty: 5379.351074
	Iteration 4Q: 3 clusters Score -9605827 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -9606196.000000 Penalty: 5379.351074
	Iteration 5Q: 3 clusters Score -9606196 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -9606743.000000 Penalty: 5379.351074
	Iteration 6Q: 3 clusters Score -9606743 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -9607402.000000 Penalty: 5379.351074
	Iteration 7Q: 3 clusters Score -9607402 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29986 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -9608247.000000 Penalty: 5379.351074
	Iteration 8Q: 3 clusters Score -9608247 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -9609394.000000 Penalty: 5379.351074
	Iteration 9Q: 3 clusters Score -9609394 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -9611023.000000 Penalty: 5379.351074
	Iteration 10Q: 3 clusters Score -9611023 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -9613037.000000 Penalty: 5379.351074
	Iteration 11F: 3 clusters Score -9613037 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -9614931.000000 Penalty: 5379.351074
	Iteration 12F: 3 clusters Score -9614931 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -9616456.000000 Penalty: 5379.351074
	Iteration 13Q: 3 clusters Score -9616456 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -9617595.000000 Penalty: 5379.351074
	Iteration 14Q: 3 clusters Score -9617595 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -9618335.000000 Penalty: 5379.351074
	Iteration 15Q: 3 clusters Score -9618335 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -9618826.000000 Penalty: 5379.351074
	Iteration 16Q: 3 clusters Score -9618826 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -9619154.000000 Penalty: 5379.351074
	Iteration 17Q: 3 clusters Score -9619154 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -9619370.000000 Penalty: 5379.351074
	Iteration 18Q: 3 clusters Score -9619370 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -9619444.000000 Penalty: 5379.351074
	Iteration 19Q: 3 clusters Score -9619444 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -9619508.000000 Penalty: 5379.351074
	Iteration 20F: 3 clusters Score -9619508 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -9619517.000000 Penalty: 5379.351074
	Iteration 21Q: 3 clusters Score -9619517 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45867 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9619537.000000 Penalty: 5379.351074
	Iteration 22Q: 3 clusters Score -9619537 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -9619534.000000 Penalty: 5379.351074
	Iteration 23Q: 3 clusters Score -9619534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46262 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -9619566.000000 Penalty: 5379.351074
	Iteration 24Q: 3 clusters Score -9619566 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -9619587.000000 Penalty: 5379.351074
	Iteration 25Q: 3 clusters Score -9619587 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -9619565.000000 Penalty: 5379.351074
	Iteration 26Q: 3 clusters Score -9619565 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46811 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -9619525.000000 Penalty: 5379.351074
	Iteration 27Q: 3 clusters Score -9619525 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9619524.000000 Penalty: 5379.351074
	Iteration 28Q: 3 clusters Score -9619524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -9619533.000000 Penalty: 5379.351074
	Iteration 29Q: 3 clusters Score -9619533 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -9619503.000000 Penalty: 5379.351074
	Iteration 30Q: 3 clusters Score -9619503 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -9619511.000000 Penalty: 5379.351074
	Iteration 31Q: 3 clusters Score -9619511 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9619496.000000 Penalty: 5379.351074
	Iteration 32Q: 3 clusters Score -9619496 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9619495.000000 Penalty: 5379.351074
	Iteration 33Q: 3 clusters Score -9619495 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47670 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -9619497.000000 Penalty: 5379.351074
	Iteration 34Q: 3 clusters Score -9619497 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47754 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -9619518.000000 Penalty: 5379.351074
	Iteration 35Q: 3 clusters Score -9619518 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -9619490.000000 Penalty: 5379.351074
	Iteration 36Q: 3 clusters Score -9619490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -9619477.000000 Penalty: 5379.351074
	Iteration 37Q: 3 clusters Score -9619477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47964 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -9619451.000000 Penalty: 5379.351074
	Iteration 38Q: 3 clusters Score -9619451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48011 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9619480.000000 Penalty: 5379.351074
	Iteration 39Q: 3 clusters Score -9619480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -9619487.000000 Penalty: 5379.351074
	Iteration 40F: 3 clusters Score -9619487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9619466.000000 Penalty: 5379.351074
	Iteration 41Q: 3 clusters Score -9619466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -9619451.000000 Penalty: 5379.351074
	Iteration 42Q: 3 clusters Score -9619451 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -9619434.000000 Penalty: 5379.351074
	Iteration 43Q: 3 clusters Score -9619434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9619428.000000 Penalty: 5379.351074
	Iteration 44Q: 3 clusters Score -9619428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -9619419.000000 Penalty: 5379.351074
	Iteration 45Q: 3 clusters Score -9619419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9619441.000000 Penalty: 5379.351074
	Iteration 46Q: 3 clusters Score -9619441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -9619420.000000 Penalty: 5379.351074
	Iteration 47Q: 3 clusters Score -9619420 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9619416.000000 Penalty: 5379.351074
	Iteration 48Q: 3 clusters Score -9619416 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9619397.000000 Penalty: 5379.351074
	Iteration 49Q: 3 clusters Score -9619397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -9619394.000000 Penalty: 5379.351074
	Iteration 50Q: 3 clusters Score -9619394 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9619381.000000 Penalty: 5379.351074
	Iteration 51Q: 3 clusters Score -9619381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9619381.000000 Penalty: 5379.351074
	Iteration 52Q: 3 clusters Score -9619381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -9619387.000000 Penalty: 5379.351074
	Iteration 53Q: 3 clusters Score -9619387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -9619381.000000 Penalty: 5379.351074
	Iteration 54Q: 3 clusters Score -9619381 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -9619369.000000 Penalty: 5379.351074
	Iteration 55Q: 3 clusters Score -9619369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -9619381.000000 Penalty: 5379.351074
	Iteration 56Q: 3 clusters Score -9619381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -9619389.000000 Penalty: 5379.351074
	Iteration 57Q: 3 clusters Score -9619389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9619377.000000 Penalty: 5379.351074
	Iteration 58Q: 3 clusters Score -9619377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9619375.000000 Penalty: 5379.351074
	Iteration 59Q: 3 clusters Score -9619375 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -9619389.000000 Penalty: 5379.351074
	Iteration 60F: 3 clusters Score -9619389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -9619376.000000 Penalty: 5379.351074
	Iteration 61Q: 3 clusters Score -9619376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -9619358.000000 Penalty: 5379.351074
	Iteration 62Q: 3 clusters Score -9619358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -9619356.000000 Penalty: 5379.351074
	Iteration 63Q: 3 clusters Score -9619356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -9619335.000000 Penalty: 5379.351074
	Iteration 64Q: 3 clusters Score -9619335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9619321.000000 Penalty: 5379.351074
	Iteration 65Q: 3 clusters Score -9619321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 66Q: 3 clusters Score -9619323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48884 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 67Q: 3 clusters Score -9619323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9619322.000000 Penalty: 5379.351074
	Iteration 68Q: 3 clusters Score -9619322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9619327.000000 Penalty: 5379.351074
	Iteration 69Q: 3 clusters Score -9619327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9619318.000000 Penalty: 5379.351074
	Iteration 70Q: 3 clusters Score -9619318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 71Q: 3 clusters Score -9619323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9619312.000000 Penalty: 5379.351074
	Iteration 72Q: 3 clusters Score -9619312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -9619312.000000 Penalty: 5379.351074
	Iteration 73Q: 3 clusters Score -9619312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -9619319.000000 Penalty: 5379.351074
	Iteration 74Q: 3 clusters Score -9619319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49004 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 75Q: 3 clusters Score -9619323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9619321.000000 Penalty: 5379.351074
	Iteration 76Q: 3 clusters Score -9619321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -9619319.000000 Penalty: 5379.351074
	Iteration 77Q: 3 clusters Score -9619319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49066 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9619320.000000 Penalty: 5379.351074
	Iteration 78Q: 3 clusters Score -9619320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -9619331.000000 Penalty: 5379.351074
	Iteration 79Q: 3 clusters Score -9619331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49120 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -9619320.000000 Penalty: 5379.351074
	Iteration 80F: 3 clusters Score -9619320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -9619334.000000 Penalty: 5379.351074
	Iteration 81Q: 3 clusters Score -9619334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9619331.000000 Penalty: 5379.351074
	Iteration 82Q: 3 clusters Score -9619331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49162 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9619336.000000 Penalty: 5379.351074
	Iteration 83Q: 3 clusters Score -9619336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -9619329.000000 Penalty: 5379.351074
	Iteration 84Q: 3 clusters Score -9619329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 85Q: 3 clusters Score -9619323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 86Q: 3 clusters Score -9619323 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9619330.000000 Penalty: 5379.351074
	Iteration 87Q: 3 clusters Score -9619330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9619339.000000 Penalty: 5379.351074
	Iteration 88Q: 3 clusters Score -9619339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9619330.000000 Penalty: 5379.351074
	Iteration 89Q: 3 clusters Score -9619330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -9619324.000000 Penalty: 5379.351074
	Iteration 90Q: 3 clusters Score -9619324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -9619320.000000 Penalty: 5379.351074
	Iteration 91Q: 3 clusters Score -9619320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9619311.000000 Penalty: 5379.351074
	Iteration 92Q: 3 clusters Score -9619311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9619322.000000 Penalty: 5379.351074
	Iteration 93Q: 3 clusters Score -9619322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 94Q: 3 clusters Score -9619323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 95Q: 3 clusters Score -9619323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9619331.000000 Penalty: 5379.351074
	Iteration 96Q: 3 clusters Score -9619331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -9619322.000000 Penalty: 5379.351074
	Iteration 97Q: 3 clusters Score -9619322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -9619319.000000 Penalty: 5379.351074
	Iteration 98Q: 3 clusters Score -9619319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9619313.000000 Penalty: 5379.351074
	Iteration 99Q: 3 clusters Score -9619313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -9619310.000000 Penalty: 5379.351074
	Iteration 100F: 3 clusters Score -9619310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -9619314.000000 Penalty: 5379.351074
	Iteration 101Q: 3 clusters Score -9619314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9619314.000000 Penalty: 5379.351074
	Iteration 102Q: 3 clusters Score -9619314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9619303.000000 Penalty: 5379.351074
	Iteration 103Q: 3 clusters Score -9619303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9619305.000000 Penalty: 5379.351074
	Iteration 104Q: 3 clusters Score -9619305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9619304.000000 Penalty: 5379.351074
	Iteration 105Q: 3 clusters Score -9619304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49355 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9619299.000000 Penalty: 5379.351074
	Iteration 106Q: 3 clusters Score -9619299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -9619305.000000 Penalty: 5379.351074
	Iteration 107Q: 3 clusters Score -9619305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9619302.000000 Penalty: 5379.351074
	Iteration 108Q: 3 clusters Score -9619302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9619316.000000 Penalty: 5379.351074
	Iteration 109Q: 3 clusters Score -9619316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9619320.000000 Penalty: 5379.351074
	Iteration 110Q: 3 clusters Score -9619320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9619316.000000 Penalty: 5379.351074
	Iteration 111Q: 3 clusters Score -9619316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9619316.000000 Penalty: 5379.351074
	Iteration 112Q: 3 clusters Score -9619316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 113Q: 3 clusters Score -9619323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9619327.000000 Penalty: 5379.351074
	Iteration 114Q: 3 clusters Score -9619327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49406 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -9619322.000000 Penalty: 5379.351074
	Iteration 115Q: 3 clusters Score -9619322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49410 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9619323.000000 Penalty: 5379.351074
	Iteration 116Q: 3 clusters Score -9619323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -9619320.000000 Penalty: 5379.351074
	Iteration 117Q: 3 clusters Score -9619320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9619321.000000 Penalty: 5379.351074
	Iteration 118Q: 3 clusters Score -9619321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49422 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -9619317.000000 Penalty: 5379.351074
	Iteration 119Q: 3 clusters Score -9619317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -9619322.000000 Penalty: 5379.351074
	Iteration 120F: 3 clusters Score -9619322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Entering Unmasked Estep 
Score: -8833029.000000 Penalty: 2670.558350
	Iteration 0F: 2 clusters Score -8833029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8802072.000000 Penalty: 5341.116699
	Iteration 0F: 3 clusters Score -8802072 nChanged 21950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -8813862.000000 Penalty: 5341.116699
	Iteration 1F: 3 clusters Score -8813862 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -8814469.000000 Penalty: 5341.116699
	Iteration 2Q: 3 clusters Score -8814469 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -8815045.000000 Penalty: 5341.116699
	Iteration 3Q: 3 clusters Score -8815045 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8815781.000000 Penalty: 5341.116699
	Iteration 4Q: 3 clusters Score -8815781 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -8816762.000000 Penalty: 5341.116699
	Iteration 5Q: 3 clusters Score -8816762 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -8818137.000000 Penalty: 5341.116699
	Iteration 6F: 3 clusters Score -8818137 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -8820037.000000 Penalty: 5341.116699
	Iteration 7F: 3 clusters Score -8820037 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -8822789.000000 Penalty: 5341.116699
	Iteration 8F: 3 clusters Score -8822789 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -8825819.000000 Penalty: 5341.116699
	Iteration 9F: 3 clusters Score -8825819 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -8828145.000000 Penalty: 5341.116699
	Iteration 10F: 3 clusters Score -8828145 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8829250.000000 Penalty: 5341.116699
	Iteration 11Q: 3 clusters Score -8829250 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -8829773.000000 Penalty: 5341.116699
	Iteration 12Q: 3 clusters Score -8829773 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -8830083.000000 Penalty: 5341.116699
	Iteration 13Q: 3 clusters Score -8830083 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -8830301.000000 Penalty: 5341.116699
	Iteration 14Q: 3 clusters Score -8830301 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -8830498.000000 Penalty: 5341.116699
	Iteration 15Q: 3 clusters Score -8830498 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8830639.000000 Penalty: 5341.116699
	Iteration 16Q: 3 clusters Score -8830639 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8830726.000000 Penalty: 5341.116699
	Iteration 17Q: 3 clusters Score -8830726 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8830832.000000 Penalty: 5341.116699
	Iteration 18Q: 3 clusters Score -8830832 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8830913.000000 Penalty: 5341.116699
	Iteration 19Q: 3 clusters Score -8830913 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -8831013.000000 Penalty: 5341.116699
	Iteration 20F: 3 clusters Score -8831013 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -8831123.000000 Penalty: 5341.116699
	Iteration 21Q: 3 clusters Score -8831123 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8831219.000000 Penalty: 5341.116699
	Iteration 22Q: 3 clusters Score -8831219 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -8831278.000000 Penalty: 5341.116699
	Iteration 23Q: 3 clusters Score -8831278 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -8831330.000000 Penalty: 5341.116699
	Iteration 24Q: 3 clusters Score -8831330 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8831373.000000 Penalty: 5341.116699
	Iteration 25Q: 3 clusters Score -8831373 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8831406.000000 Penalty: 5341.116699
	Iteration 26Q: 3 clusters Score -8831406 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -8831448.000000 Penalty: 5341.116699
	Iteration 27Q: 3 clusters Score -8831448 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -8831461.000000 Penalty: 5341.116699
	Iteration 28Q: 3 clusters Score -8831461 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -8831504.000000 Penalty: 5341.116699
	Iteration 29Q: 3 clusters Score -8831504 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8831532.000000 Penalty: 5341.116699
	Iteration 30Q: 3 clusters Score -8831532 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -8831527.000000 Penalty: 5341.116699
	Iteration 31Q: 3 clusters Score -8831527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8831569.000000 Penalty: 5341.116699
	Iteration 32Q: 3 clusters Score -8831569 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8831584.000000 Penalty: 5341.116699
	Iteration 33Q: 3 clusters Score -8831584 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8831592.000000 Penalty: 5341.116699
	Iteration 34Q: 3 clusters Score -8831592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -8831621.000000 Penalty: 5341.116699
	Iteration 35Q: 3 clusters Score -8831621 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8831615.000000 Penalty: 5341.116699
	Iteration 36Q: 3 clusters Score -8831615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8831630.000000 Penalty: 5341.116699
	Iteration 37Q: 3 clusters Score -8831630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8831634.000000 Penalty: 5341.116699
	Iteration 38Q: 3 clusters Score -8831634 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -8831628.000000 Penalty: 5341.116699
	Iteration 39Q: 3 clusters Score -8831628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8831624.000000 Penalty: 5341.116699
	Iteration 40F: 3 clusters Score -8831624 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8831636.000000 Penalty: 5341.116699
	Iteration 41Q: 3 clusters Score -8831636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -8831657.000000 Penalty: 5341.116699
	Iteration 42Q: 3 clusters Score -8831657 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8831676.000000 Penalty: 5341.116699
	Iteration 43Q: 3 clusters Score -8831676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -8831682.000000 Penalty: 5341.116699
	Iteration 44Q: 3 clusters Score -8831682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8831707.000000 Penalty: 5341.116699
	Iteration 45Q: 3 clusters Score -8831707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8831682.000000 Penalty: 5341.116699
	Iteration 46Q: 3 clusters Score -8831682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8831675.000000 Penalty: 5341.116699
	Iteration 47Q: 3 clusters Score -8831675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8831683.000000 Penalty: 5341.116699
	Iteration 48Q: 3 clusters Score -8831683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8831700.000000 Penalty: 5341.116699
	Iteration 49Q: 3 clusters Score -8831700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -8831696.000000 Penalty: 5341.116699
	Iteration 50Q: 3 clusters Score -8831696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8831697.000000 Penalty: 5341.116699
	Iteration 51Q: 3 clusters Score -8831697 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8831686.000000 Penalty: 5341.116699
	Iteration 52Q: 3 clusters Score -8831686 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -8831685.000000 Penalty: 5341.116699
	Iteration 53Q: 3 clusters Score -8831685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8831693.000000 Penalty: 5341.116699
	Iteration 54Q: 3 clusters Score -8831693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -8831683.000000 Penalty: 5341.116699
	Iteration 55Q: 3 clusters Score -8831683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8831694.000000 Penalty: 5341.116699
	Iteration 56Q: 3 clusters Score -8831694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8831693.000000 Penalty: 5341.116699
	Iteration 57Q: 3 clusters Score -8831693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8831705.000000 Penalty: 5341.116699
	Iteration 58Q: 3 clusters Score -8831705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -8831697.000000 Penalty: 5341.116699
	Iteration 59Q: 3 clusters Score -8831697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8831698.000000 Penalty: 5341.116699
	Iteration 60F: 3 clusters Score -8831698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8831699.000000 Penalty: 5341.116699
	Iteration 61Q: 3 clusters Score -8831699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8831702.000000 Penalty: 5341.116699
	Iteration 62Q: 3 clusters Score -8831702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8831701.000000 Penalty: 5341.116699
	Iteration 63Q: 3 clusters Score -8831701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8831697.000000 Penalty: 5341.116699
	Iteration 64Q: 3 clusters Score -8831697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8831701.000000 Penalty: 5341.116699
	Iteration 65Q: 3 clusters Score -8831701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8831709.000000 Penalty: 5341.116699
	Iteration 66Q: 3 clusters Score -8831709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8831694.000000 Penalty: 5341.116699
	Iteration 67Q: 3 clusters Score -8831694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8831688.000000 Penalty: 5341.116699
	Iteration 68Q: 3 clusters Score -8831688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8831702.000000 Penalty: 5341.116699
	Iteration 69Q: 3 clusters Score -8831702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8831700.000000 Penalty: 5341.116699
	Iteration 70Q: 3 clusters Score -8831700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8831692.000000 Penalty: 5341.116699
	Iteration 71Q: 3 clusters Score -8831692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8831697.000000 Penalty: 5341.116699
	Iteration 72Q: 3 clusters Score -8831697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8831696.000000 Penalty: 5341.116699
	Iteration 73Q: 3 clusters Score -8831696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8831699.000000 Penalty: 5341.116699
	Iteration 74Q: 3 clusters Score -8831699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8831698.000000 Penalty: 5341.116699
	Iteration 75Q: 3 clusters Score -8831698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8831699.000000 Penalty: 5341.116699
	Iteration 76Q: 3 clusters Score -8831699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8831698.000000 Penalty: 5341.116699
	Iteration 77Q: 3 clusters Score -8831698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8831690.000000 Penalty: 5341.116699
	Iteration 78Q: 3 clusters Score -8831690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8831692.000000 Penalty: 5341.116699
	Iteration 79Q: 3 clusters Score -8831692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8831692.000000 Penalty: 5341.116699
	Iteration 80F: 3 clusters Score -8831692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Entering Unmasked Estep 
Score: -8484315.000000 Penalty: 2659.069824
	Iteration 0F: 2 clusters Score -8484315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8454774.000000 Penalty: 5318.139648
	Iteration 0F: 3 clusters Score -8454774 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8465898.000000 Penalty: 5318.139648
	Iteration 1F: 3 clusters Score -8465898 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8466272.000000 Penalty: 5318.139648
	Iteration 2Q: 3 clusters Score -8466272 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -8466671.000000 Penalty: 5318.139648
	Iteration 3Q: 3 clusters Score -8466671 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8466951.000000 Penalty: 5318.139648
	Iteration 4Q: 3 clusters Score -8466951 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8467200.000000 Penalty: 5318.139648
	Iteration 5Q: 3 clusters Score -8467200 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -8467511.000000 Penalty: 5318.139648
	Iteration 6Q: 3 clusters Score -8467511 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8467893.000000 Penalty: 5318.139648
	Iteration 7Q: 3 clusters Score -8467893 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8468593.000000 Penalty: 5318.139648
	Iteration 8Q: 3 clusters Score -8468593 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -8469701.000000 Penalty: 5318.139648
	Iteration 9Q: 3 clusters Score -8469701 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -8471596.000000 Penalty: 5318.139648
	Iteration 10F: 3 clusters Score -8471596 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8474213.000000 Penalty: 5318.139648
	Iteration 11F: 3 clusters Score -8474213 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -8477405.000000 Penalty: 5318.139648
	Iteration 12F: 3 clusters Score -8477405 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8479837.000000 Penalty: 5318.139648
	Iteration 13F: 3 clusters Score -8479837 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8481156.000000 Penalty: 5318.139648
	Iteration 14Q: 3 clusters Score -8481156 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8481636.000000 Penalty: 5318.139648
	Iteration 15Q: 3 clusters Score -8481636 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -8481839.000000 Penalty: 5318.139648
	Iteration 16Q: 3 clusters Score -8481839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8481923.000000 Penalty: 5318.139648
	Iteration 17Q: 3 clusters Score -8481923 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8481965.000000 Penalty: 5318.139648
	Iteration 18Q: 3 clusters Score -8481965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8481993.000000 Penalty: 5318.139648
	Iteration 19Q: 3 clusters Score -8481993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8482010.000000 Penalty: 5318.139648
	Iteration 20F: 3 clusters Score -8482010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8482018.000000 Penalty: 5318.139648
	Iteration 21Q: 3 clusters Score -8482018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8482026.000000 Penalty: 5318.139648
	Iteration 22Q: 3 clusters Score -8482026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8482036.000000 Penalty: 5318.139648
	Iteration 23Q: 3 clusters Score -8482036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8482035.000000 Penalty: 5318.139648
	Iteration 24Q: 3 clusters Score -8482035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8482045.000000 Penalty: 5318.139648
	Iteration 25Q: 3 clusters Score -8482045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8482045.000000 Penalty: 5318.139648
	Iteration 26Q: 3 clusters Score -8482045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8482051.000000 Penalty: 5318.139648
	Iteration 27Q: 3 clusters Score -8482051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -8482051.000000 Penalty: 5318.139648
	Iteration 28F: 3 clusters Score -8482051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -186766.921875 Penalty: 1759.781616
	Iteration 0F: 2 clusters Score -186766.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -184793.578125 Penalty: 3519.563232
	Iteration 0F: 3 clusters Score -184793.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -185467.093750 Penalty: 3519.563232
	Iteration 1F: 3 clusters Score -185467.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -185965.593750 Penalty: 3519.563232
	Iteration 2F: 3 clusters Score -185965.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186513.031250 Penalty: 3519.563232
	Iteration 3F: 3 clusters Score -186513 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -186911.093750 Penalty: 3519.563232
	Iteration 4F: 3 clusters Score -186911.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -187051.609375 Penalty: 3519.563232
	Iteration 5Q: 3 clusters Score -187051.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -187094.656250 Penalty: 3519.563232
	Iteration 6Q: 3 clusters Score -187094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187100.953125 Penalty: 3519.563232
	Iteration 7Q: 3 clusters Score -187101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -187107.062500 Penalty: 3519.563232
	Iteration 8Q: 3 clusters Score -187107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187107.468750 Penalty: 3519.563232
	Iteration 9Q: 3 clusters Score -187107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -187107.468750 Penalty: 3519.563232
	Iteration 10F: 3 clusters Score -187107.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 46602 members 
Mstep: Class 3 contains 58196 members 
Mstep: Class 4 contains 24993 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 23810 members 
Mstep: Class 7 contains 48970 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51301 members 
Mstep: Class 10 contains 47495 members 
Mstep: Class 11 contains 45345 members 
Mstep: Class 12 contains 672 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 535 members 
Mstep: Class 16 contains 55958 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51844 members 
Mstep: Class 27 contains 47502 members 
Entering Unmasked Estep 
Score: -137099536.000000 Penalty: 90551.781250
Splitting cluster 12 changes total score from -137100416.000000 to -137099536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -99625.382812 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -99625.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98086.242188 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -98086.24 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98262.085938 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -98262.09 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98355.078125 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -98355.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -98414.304688 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -98414.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -98456.828125 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -98456.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98491.945312 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -98491.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98520.828125 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -98520.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -98537.273438 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -98537.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98538.000000 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -98538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98538.000000 Penalty: 3145.692383
	Iteration 9F: 3 clusters Score -98538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Entering Unmasked Estep 
Score: -136998.578125 Penalty: 1655.916748
	Iteration 0F: 2 clusters Score -136998.6 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 397 members 
Entering Unmasked Estep 
Score: -135320.921875 Penalty: 3311.833496
	Iteration 0F: 3 clusters Score -135320.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -135861.046875 Penalty: 3311.833496
	Iteration 1F: 3 clusters Score -135861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -135967.140625 Penalty: 3311.833496
	Iteration 2F: 3 clusters Score -135967.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -136030.781250 Penalty: 3311.833496
	Iteration 3Q: 3 clusters Score -136030.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136056.250000 Penalty: 3311.833496
	Iteration 4Q: 3 clusters Score -136056.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -136078.046875 Penalty: 3311.833496
	Iteration 5Q: 3 clusters Score -136078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -136093.656250 Penalty: 3311.833496
	Iteration 6Q: 3 clusters Score -136093.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136094.890625 Penalty: 3311.833496
	Iteration 7Q: 3 clusters Score -136094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -136094.890625 Penalty: 3311.833496
	Iteration 8F: 3 clusters Score -136094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Entering Unmasked Estep 
Score: -10444646.000000 Penalty: 2711.224609
	Iteration 0F: 2 clusters Score -1.044465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -10411912.000000 Penalty: 5422.449219
	Iteration 0F: 3 clusters Score -1.041191e+07 nChanged 25971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -10426485.000000 Penalty: 5422.449219
	Iteration 1F: 3 clusters Score -1.042648e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -10427169.000000 Penalty: 5422.449219
	Iteration 2Q: 3 clusters Score -1.042717e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -10427819.000000 Penalty: 5422.449219
	Iteration 3Q: 3 clusters Score -1.042782e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -10428725.000000 Penalty: 5422.449219
	Iteration 4Q: 3 clusters Score -1.042872e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32228 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -10429875.000000 Penalty: 5422.449219
	Iteration 5Q: 3 clusters Score -1.042988e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -10431630.000000 Penalty: 5422.449219
	Iteration 6F: 3 clusters Score -1.043163e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -10434442.000000 Penalty: 5422.449219
	Iteration 7F: 3 clusters Score -1.043444e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -10437969.000000 Penalty: 5422.449219
	Iteration 8F: 3 clusters Score -1.043797e+07 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -10441209.000000 Penalty: 5422.449219
	Iteration 9F: 3 clusters Score -1.044121e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -10443216.000000 Penalty: 5422.449219
	Iteration 10Q: 3 clusters Score -1.044322e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -10443964.000000 Penalty: 5422.449219
	Iteration 11Q: 3 clusters Score -1.044396e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -10444353.000000 Penalty: 5422.449219
	Iteration 12Q: 3 clusters Score -1.044435e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -10444566.000000 Penalty: 5422.449219
	Iteration 13Q: 3 clusters Score -1.044457e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -10444726.000000 Penalty: 5422.449219
	Iteration 14Q: 3 clusters Score -1.044473e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -10444882.000000 Penalty: 5422.449219
	Iteration 15Q: 3 clusters Score -1.044488e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -10444963.000000 Penalty: 5422.449219
	Iteration 16Q: 3 clusters Score -1.044496e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -10445023.000000 Penalty: 5422.449219
	Iteration 17Q: 3 clusters Score -1.044502e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -10445086.000000 Penalty: 5422.449219
	Iteration 18Q: 3 clusters Score -1.044509e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -10445147.000000 Penalty: 5422.449219
	Iteration 19Q: 3 clusters Score -1.044515e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -10445194.000000 Penalty: 5422.449219
	Iteration 20F: 3 clusters Score -1.044519e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -10445225.000000 Penalty: 5422.449219
	Iteration 21Q: 3 clusters Score -1.044522e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -10445190.000000 Penalty: 5422.449219
	Iteration 22Q: 3 clusters Score -1.044519e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -10445227.000000 Penalty: 5422.449219
	Iteration 23Q: 3 clusters Score -1.044523e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -10445238.000000 Penalty: 5422.449219
	Iteration 24Q: 3 clusters Score -1.044524e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -10445234.000000 Penalty: 5422.449219
	Iteration 25Q: 3 clusters Score -1.044523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -10445226.000000 Penalty: 5422.449219
	Iteration 26Q: 3 clusters Score -1.044523e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -10445213.000000 Penalty: 5422.449219
	Iteration 27Q: 3 clusters Score -1.044521e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -10445220.000000 Penalty: 5422.449219
	Iteration 28Q: 3 clusters Score -1.044522e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -10445213.000000 Penalty: 5422.449219
	Iteration 29Q: 3 clusters Score -1.044521e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -10445209.000000 Penalty: 5422.449219
	Iteration 30Q: 3 clusters Score -1.044521e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -10445216.000000 Penalty: 5422.449219
	Iteration 31Q: 3 clusters Score -1.044522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -10445208.000000 Penalty: 5422.449219
	Iteration 32Q: 3 clusters Score -1.044521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -10445201.000000 Penalty: 5422.449219
	Iteration 33Q: 3 clusters Score -1.04452e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -10445215.000000 Penalty: 5422.449219
	Iteration 34Q: 3 clusters Score -1.044522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -10445220.000000 Penalty: 5422.449219
	Iteration 35Q: 3 clusters Score -1.044522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -10445216.000000 Penalty: 5422.449219
	Iteration 36Q: 3 clusters Score -1.044522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -10445213.000000 Penalty: 5422.449219
	Iteration 37Q: 3 clusters Score -1.044521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -10445220.000000 Penalty: 5422.449219
	Iteration 38Q: 3 clusters Score -1.044522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -10445229.000000 Penalty: 5422.449219
	Iteration 39Q: 3 clusters Score -1.044523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -10445227.000000 Penalty: 5422.449219
	Iteration 40F: 3 clusters Score -1.044523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -10445209.000000 Penalty: 5422.449219
	Iteration 41Q: 3 clusters Score -1.044521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -10445212.000000 Penalty: 5422.449219
	Iteration 42Q: 3 clusters Score -1.044521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -10445208.000000 Penalty: 5422.449219
	Iteration 43Q: 3 clusters Score -1.044521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -10445208.000000 Penalty: 5422.449219
	Iteration 44F: 3 clusters Score -1.044521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 46602 members 
Mstep: Class 3 contains 58196 members 
Mstep: Class 4 contains 24993 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 23810 members 
Mstep: Class 7 contains 48970 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51301 members 
Mstep: Class 10 contains 47495 members 
Mstep: Class 11 contains 45345 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 14005 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 562 members 
Mstep: Class 26 contains 51844 members 
Mstep: Class 27 contains 47502 members 
Entering Unmasked Estep 
Score: -137101168.000000 Penalty: 90551.781250
Splitting cluster 16 changes total score from -137100416.000000 to -137101168.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 17 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -530511.250000 Penalty: 1984.169800
	Iteration 0F: 2 clusters Score -530511.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -527257.750000 Penalty: 3968.339600
	Iteration 0F: 3 clusters Score -527257.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -528084.937500 Penalty: 3968.339600
	Iteration 1F: 3 clusters Score -528084.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -528388.875000 Penalty: 3968.339600
	Iteration 2F: 3 clusters Score -528388.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -528578.625000 Penalty: 3968.339600
	Iteration 3F: 3 clusters Score -528578.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -528782.250000 Penalty: 3968.339600
	Iteration 4F: 3 clusters Score -528782.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -528899.687500 Penalty: 3968.339600
	Iteration 5Q: 3 clusters Score -528899.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -528974.562500 Penalty: 3968.339600
	Iteration 6Q: 3 clusters Score -528974.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -529036.437500 Penalty: 3968.339600
	Iteration 7Q: 3 clusters Score -529036.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -529098.000000 Penalty: 3968.339600
	Iteration 8Q: 3 clusters Score -529098 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -529144.312500 Penalty: 3968.339600
	Iteration 9Q: 3 clusters Score -529144.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -529177.750000 Penalty: 3968.339600
	Iteration 10Q: 3 clusters Score -529177.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -529211.437500 Penalty: 3968.339600
	Iteration 11Q: 3 clusters Score -529211.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -529233.875000 Penalty: 3968.339600
	Iteration 12Q: 3 clusters Score -529233.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -529252.875000 Penalty: 3968.339600
	Iteration 13Q: 3 clusters Score -529252.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -529271.812500 Penalty: 3968.339600
	Iteration 14Q: 3 clusters Score -529271.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -529283.312500 Penalty: 3968.339600
	Iteration 15Q: 3 clusters Score -529283.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -529294.125000 Penalty: 3968.339600
	Iteration 16Q: 3 clusters Score -529294.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -529305.937500 Penalty: 3968.339600
	Iteration 17Q: 3 clusters Score -529305.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -529312.937500 Penalty: 3968.339600
	Iteration 18Q: 3 clusters Score -529312.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -529320.062500 Penalty: 3968.339600
	Iteration 19Q: 3 clusters Score -529320.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -529324.000000 Penalty: 3968.339600
	Iteration 20F: 3 clusters Score -529324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -529324.812500 Penalty: 3968.339600
	Iteration 21Q: 3 clusters Score -529324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -529325.875000 Penalty: 3968.339600
	Iteration 22Q: 3 clusters Score -529325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -529327.375000 Penalty: 3968.339600
	Iteration 23Q: 3 clusters Score -529327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -529328.750000 Penalty: 3968.339600
	Iteration 24Q: 3 clusters Score -529328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -529328.750000 Penalty: 3968.339600
	Iteration 25Q: 3 clusters Score -529328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -529328.687500 Penalty: 3968.339600
	Iteration 26Q: 3 clusters Score -529328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -529328.937500 Penalty: 3968.339600
	Iteration 27Q: 3 clusters Score -529328.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -529329.875000 Penalty: 3968.339600
	Iteration 28Q: 3 clusters Score -529329.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -529330.750000 Penalty: 3968.339600
	Iteration 29Q: 3 clusters Score -529330.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -529333.250000 Penalty: 3968.339600
	Iteration 30Q: 3 clusters Score -529333.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -529337.375000 Penalty: 3968.339600
	Iteration 31Q: 3 clusters Score -529337.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -529340.500000 Penalty: 3968.339600
	Iteration 32Q: 3 clusters Score -529340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -529342.812500 Penalty: 3968.339600
	Iteration 33Q: 3 clusters Score -529342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -529343.000000 Penalty: 3968.339600
	Iteration 34Q: 3 clusters Score -529343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -529343.000000 Penalty: 3968.339600
	Iteration 35F: 3 clusters Score -529343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -117220.171875 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -117220.2 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 487 members 
Entering Unmasked Estep 
Score: -115547.851562 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -115547.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116237.070312 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -116237.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116545.304688 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -116545.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -116670.859375 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -116670.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -116759.921875 Penalty: 3378.923096
	Iteration 4Q: 3 clusters Score -116759.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116813.367188 Penalty: 3378.923096
	Iteration 5Q: 3 clusters Score -116813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -116858.898438 Penalty: 3378.923096
	Iteration 6Q: 3 clusters Score -116858.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116896.242188 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -116896.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116907.843750 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -116907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116935.882812 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -116935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116939.382812 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -116939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116940.125000 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -116940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -116940.242188 Penalty: 3378.923096
	Iteration 12F: 3 clusters Score -116940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -116942.992188 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -116943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -116945.789062 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -116945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116946.968750 Penalty: 3378.923096
	Iteration 15Q: 3 clusters Score -116947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -116946.968750 Penalty: 3378.923096
	Iteration 16F: 3 clusters Score -116947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Entering Unmasked Estep 
Score: -5824009.000000 Penalty: 2565.598633
	Iteration 0F: 2 clusters Score -5824009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5802812.000000 Penalty: 5131.197266
	Iteration 0F: 3 clusters Score -5802812 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5810308.500000 Penalty: 5131.197266
	Iteration 1F: 3 clusters Score -5810308 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -5810710.000000 Penalty: 5131.197266
	Iteration 2Q: 3 clusters Score -5810710 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -5811100.000000 Penalty: 5131.197266
	Iteration 3Q: 3 clusters Score -5811100 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -5811484.000000 Penalty: 5131.197266
	Iteration 4Q: 3 clusters Score -5811484 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -5811915.500000 Penalty: 5131.197266
	Iteration 5Q: 3 clusters Score -5811916 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -5812550.500000 Penalty: 5131.197266
	Iteration 6Q: 3 clusters Score -5812550 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -5813469.000000 Penalty: 5131.197266
	Iteration 7F: 3 clusters Score -5813469 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -5814893.000000 Penalty: 5131.197266
	Iteration 8F: 3 clusters Score -5814893 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -5816646.500000 Penalty: 5131.197266
	Iteration 9F: 3 clusters Score -5816646 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5818418.000000 Penalty: 5131.197266
	Iteration 10F: 3 clusters Score -5818418 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5819736.000000 Penalty: 5131.197266
	Iteration 11Q: 3 clusters Score -5819736 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5820542.500000 Penalty: 5131.197266
	Iteration 12Q: 3 clusters Score -5820542 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5820957.500000 Penalty: 5131.197266
	Iteration 13Q: 3 clusters Score -5820958 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5821213.000000 Penalty: 5131.197266
	Iteration 14Q: 3 clusters Score -5821213 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5821335.500000 Penalty: 5131.197266
	Iteration 15Q: 3 clusters Score -5821336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -5821389.500000 Penalty: 5131.197266
	Iteration 16Q: 3 clusters Score -5821390 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5821429.000000 Penalty: 5131.197266
	Iteration 17Q: 3 clusters Score -5821429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5821479.500000 Penalty: 5131.197266
	Iteration 18Q: 3 clusters Score -5821480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5821528.000000 Penalty: 5131.197266
	Iteration 19Q: 3 clusters Score -5821528 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5821574.000000 Penalty: 5131.197266
	Iteration 20F: 3 clusters Score -5821574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5821594.500000 Penalty: 5131.197266
	Iteration 21Q: 3 clusters Score -5821594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5821638.000000 Penalty: 5131.197266
	Iteration 22Q: 3 clusters Score -5821638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5821672.500000 Penalty: 5131.197266
	Iteration 23Q: 3 clusters Score -5821672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5821690.000000 Penalty: 5131.197266
	Iteration 24Q: 3 clusters Score -5821690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5821700.000000 Penalty: 5131.197266
	Iteration 25Q: 3 clusters Score -5821700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5821731.500000 Penalty: 5131.197266
	Iteration 26Q: 3 clusters Score -5821732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5821729.000000 Penalty: 5131.197266
	Iteration 27Q: 3 clusters Score -5821729 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5821733.000000 Penalty: 5131.197266
	Iteration 28Q: 3 clusters Score -5821733 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5821754.000000 Penalty: 5131.197266
	Iteration 29Q: 3 clusters Score -5821754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5821755.500000 Penalty: 5131.197266
	Iteration 30Q: 3 clusters Score -5821756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5821763.500000 Penalty: 5131.197266
	Iteration 31Q: 3 clusters Score -5821764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5821776.500000 Penalty: 5131.197266
	Iteration 32Q: 3 clusters Score -5821776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5821780.000000 Penalty: 5131.197266
	Iteration 33Q: 3 clusters Score -5821780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5821784.000000 Penalty: 5131.197266
	Iteration 34Q: 3 clusters Score -5821784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -5821783.000000 Penalty: 5131.197266
	Iteration 35Q: 3 clusters Score -5821783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5821783.000000 Penalty: 5131.197266
	Iteration 36Q: 3 clusters Score -5821783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5821786.000000 Penalty: 5131.197266
	Iteration 37Q: 3 clusters Score -5821786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5821785.500000 Penalty: 5131.197266
	Iteration 38Q: 3 clusters Score -5821786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5821788.000000 Penalty: 5131.197266
	Iteration 39Q: 3 clusters Score -5821788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5821789.000000 Penalty: 5131.197266
	Iteration 40F: 3 clusters Score -5821789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5821788.500000 Penalty: 5131.197266
	Iteration 41Q: 3 clusters Score -5821788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30471 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5821788.500000 Penalty: 5131.197266
	Iteration 42F: 3 clusters Score -5821788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (58898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Entering Unmasked Estep 
Score: -11055472.000000 Penalty: 2723.923584
	Iteration 0F: 2 clusters Score -1.105547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -11023400.000000 Penalty: 5447.847168
	Iteration 0F: 3 clusters Score -1.10234e+07 nChanged 27405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -11038626.000000 Penalty: 5447.847168
	Iteration 1F: 3 clusters Score -1.103863e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -11039175.000000 Penalty: 5447.847168
	Iteration 2Q: 3 clusters Score -1.103918e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -11039745.000000 Penalty: 5447.847168
	Iteration 3Q: 3 clusters Score -1.103974e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31890 members 
Mstep: Class 2 contains 27008 members 
Entering Unmasked Estep 
Score: -11040433.000000 Penalty: 5447.847168
	Iteration 4Q: 3 clusters Score -1.104043e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -11041300.000000 Penalty: 5447.847168
	Iteration 5Q: 3 clusters Score -1.10413e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -11042272.000000 Penalty: 5447.847168
	Iteration 6Q: 3 clusters Score -1.104227e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -11043769.000000 Penalty: 5447.847168
	Iteration 7Q: 3 clusters Score -1.104377e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -11045667.000000 Penalty: 5447.847168
	Iteration 8F: 3 clusters Score -1.104567e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -11047683.000000 Penalty: 5447.847168
	Iteration 9F: 3 clusters Score -1.104768e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -11049719.000000 Penalty: 5447.847168
	Iteration 10F: 3 clusters Score -1.104972e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -11051585.000000 Penalty: 5447.847168
	Iteration 11F: 3 clusters Score -1.105158e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52718 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -11052359.000000 Penalty: 5447.847168
	Iteration 12F: 3 clusters Score -1.105236e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55341 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -11052720.000000 Penalty: 5447.847168
	Iteration 13Q: 3 clusters Score -1.105272e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11052999.000000 Penalty: 5447.847168
	Iteration 14Q: 3 clusters Score -1.1053e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -11053102.000000 Penalty: 5447.847168
	Iteration 15Q: 3 clusters Score -1.10531e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -11053137.000000 Penalty: 5447.847168
	Iteration 16Q: 3 clusters Score -1.105314e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11053135.000000 Penalty: 5447.847168
	Iteration 17Q: 3 clusters Score -1.105314e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11053199.000000 Penalty: 5447.847168
	Iteration 18Q: 3 clusters Score -1.10532e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11053231.000000 Penalty: 5447.847168
	Iteration 19Q: 3 clusters Score -1.105323e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11053214.000000 Penalty: 5447.847168
	Iteration 20F: 3 clusters Score -1.105321e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -11053218.000000 Penalty: 5447.847168
	Iteration 21Q: 3 clusters Score -1.105322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -11053211.000000 Penalty: 5447.847168
	Iteration 22Q: 3 clusters Score -1.105321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11053221.000000 Penalty: 5447.847168
	Iteration 23Q: 3 clusters Score -1.105322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11053240.000000 Penalty: 5447.847168
	Iteration 24Q: 3 clusters Score -1.105324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -11053234.000000 Penalty: 5447.847168
	Iteration 25Q: 3 clusters Score -1.105323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11053234.000000 Penalty: 5447.847168
	Iteration 26Q: 3 clusters Score -1.105323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11053239.000000 Penalty: 5447.847168
	Iteration 27Q: 3 clusters Score -1.105324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11053239.000000 Penalty: 5447.847168
	Iteration 28Q: 3 clusters Score -1.105324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11053246.000000 Penalty: 5447.847168
	Iteration 29Q: 3 clusters Score -1.105325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11053246.000000 Penalty: 5447.847168
	Iteration 30F: 3 clusters Score -1.105325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1643981.375000 Penalty: 2254.789795
	Iteration 0F: 2 clusters Score -1643981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1637042.750000 Penalty: 4509.579590
	Iteration 0F: 3 clusters Score -1637043 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1639103.875000 Penalty: 4509.579590
	Iteration 1F: 3 clusters Score -1639104 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1639474.250000 Penalty: 4509.579590
	Iteration 2F: 3 clusters Score -1639474 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1639763.375000 Penalty: 4509.579590
	Iteration 3F: 3 clusters Score -1639763 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1640016.500000 Penalty: 4509.579590
	Iteration 4Q: 3 clusters Score -1640016 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1640259.250000 Penalty: 4509.579590
	Iteration 5Q: 3 clusters Score -1640259 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1640493.500000 Penalty: 4509.579590
	Iteration 6Q: 3 clusters Score -1640494 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1640704.375000 Penalty: 4509.579590
	Iteration 7Q: 3 clusters Score -1640704 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1640922.375000 Penalty: 4509.579590
	Iteration 8Q: 3 clusters Score -1640922 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1641151.375000 Penalty: 4509.579590
	Iteration 9Q: 3 clusters Score -1641151 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1641350.250000 Penalty: 4509.579590
	Iteration 10Q: 3 clusters Score -1641350 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1641520.250000 Penalty: 4509.579590
	Iteration 11Q: 3 clusters Score -1641520 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1641644.625000 Penalty: 4509.579590
	Iteration 12Q: 3 clusters Score -1641645 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1641754.875000 Penalty: 4509.579590
	Iteration 13Q: 3 clusters Score -1641755 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1641857.875000 Penalty: 4509.579590
	Iteration 14Q: 3 clusters Score -1641858 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1641935.625000 Penalty: 4509.579590
	Iteration 15Q: 3 clusters Score -1641936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1641988.250000 Penalty: 4509.579590
	Iteration 16Q: 3 clusters Score -1641988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1642021.625000 Penalty: 4509.579590
	Iteration 17Q: 3 clusters Score -1642022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1642036.875000 Penalty: 4509.579590
	Iteration 18Q: 3 clusters Score -1642037 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1642047.250000 Penalty: 4509.579590
	Iteration 19Q: 3 clusters Score -1642047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1642061.875000 Penalty: 4509.579590
	Iteration 20F: 3 clusters Score -1642062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1642074.500000 Penalty: 4509.579590
	Iteration 21Q: 3 clusters Score -1642074 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1642084.000000 Penalty: 4509.579590
	Iteration 22Q: 3 clusters Score -1642084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1642098.625000 Penalty: 4509.579590
	Iteration 23Q: 3 clusters Score -1642099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1642100.875000 Penalty: 4509.579590
	Iteration 24Q: 3 clusters Score -1642101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1642109.500000 Penalty: 4509.579590
	Iteration 25Q: 3 clusters Score -1642110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1642118.000000 Penalty: 4509.579590
	Iteration 26Q: 3 clusters Score -1642118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1642124.250000 Penalty: 4509.579590
	Iteration 27Q: 3 clusters Score -1642124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1642131.125000 Penalty: 4509.579590
	Iteration 28Q: 3 clusters Score -1642131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1642131.625000 Penalty: 4509.579590
	Iteration 29Q: 3 clusters Score -1642132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1642131.500000 Penalty: 4509.579590
	Iteration 30Q: 3 clusters Score -1642132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1642134.375000 Penalty: 4509.579590
	Iteration 31Q: 3 clusters Score -1642134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1642134.875000 Penalty: 4509.579590
	Iteration 32Q: 3 clusters Score -1642135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1642135.875000 Penalty: 4509.579590
	Iteration 33Q: 3 clusters Score -1642136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1642135.125000 Penalty: 4509.579590
	Iteration 34Q: 3 clusters Score -1642135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1642137.500000 Penalty: 4509.579590
	Iteration 35Q: 3 clusters Score -1642138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1642139.875000 Penalty: 4509.579590
	Iteration 36Q: 3 clusters Score -1642140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1642142.375000 Penalty: 4509.579590
	Iteration 37Q: 3 clusters Score -1642142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1642140.750000 Penalty: 4509.579590
	Iteration 38Q: 3 clusters Score -1642141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1642142.500000 Penalty: 4509.579590
	Iteration 39Q: 3 clusters Score -1642142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1642141.000000 Penalty: 4509.579590
	Iteration 40F: 3 clusters Score -1642141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1642141.000000 Penalty: 4509.579590
	Iteration 41Q: 3 clusters Score -1642141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1642141.000000 Penalty: 4509.579590
	Iteration 42F: 3 clusters Score -1642141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Entering Unmasked Estep 
Score: -5642944.500000 Penalty: 2565.247559
	Iteration 0F: 2 clusters Score -5642944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5621657.500000 Penalty: 5130.495117
	Iteration 0F: 3 clusters Score -5621658 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -5629218.000000 Penalty: 5130.495117
	Iteration 1F: 3 clusters Score -5629218 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -5629629.500000 Penalty: 5130.495117
	Iteration 2Q: 3 clusters Score -5629630 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5629975.000000 Penalty: 5130.495117
	Iteration 3Q: 3 clusters Score -5629975 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -5630236.500000 Penalty: 5130.495117
	Iteration 4Q: 3 clusters Score -5630236 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5630514.500000 Penalty: 5130.495117
	Iteration 5Q: 3 clusters Score -5630514 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -5630757.000000 Penalty: 5130.495117
	Iteration 6Q: 3 clusters Score -5630757 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5631003.000000 Penalty: 5130.495117
	Iteration 7Q: 3 clusters Score -5631003 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -5631274.000000 Penalty: 5130.495117
	Iteration 8Q: 3 clusters Score -5631274 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -5631560.000000 Penalty: 5130.495117
	Iteration 9Q: 3 clusters Score -5631560 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5631931.500000 Penalty: 5130.495117
	Iteration 10Q: 3 clusters Score -5631932 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5632396.000000 Penalty: 5130.495117
	Iteration 11Q: 3 clusters Score -5632396 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -5633009.000000 Penalty: 5130.495117
	Iteration 12Q: 3 clusters Score -5633009 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -5633921.500000 Penalty: 5130.495117
	Iteration 13Q: 3 clusters Score -5633922 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5635128.500000 Penalty: 5130.495117
	Iteration 14F: 3 clusters Score -5635128 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -5636602.000000 Penalty: 5130.495117
	Iteration 15F: 3 clusters Score -5636602 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5638034.000000 Penalty: 5130.495117
	Iteration 16F: 3 clusters Score -5638034 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -5639172.500000 Penalty: 5130.495117
	Iteration 17Q: 3 clusters Score -5639172 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5640000.500000 Penalty: 5130.495117
	Iteration 18Q: 3 clusters Score -5640000 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5640521.000000 Penalty: 5130.495117
	Iteration 19Q: 3 clusters Score -5640521 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -5640768.500000 Penalty: 5130.495117
	Iteration 20F: 3 clusters Score -5640768 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5640889.000000 Penalty: 5130.495117
	Iteration 21Q: 3 clusters Score -5640889 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5640957.000000 Penalty: 5130.495117
	Iteration 22Q: 3 clusters Score -5640957 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5640996.500000 Penalty: 5130.495117
	Iteration 23Q: 3 clusters Score -5640996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5641016.500000 Penalty: 5130.495117
	Iteration 24Q: 3 clusters Score -5641016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5641033.000000 Penalty: 5130.495117
	Iteration 25Q: 3 clusters Score -5641033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5641047.500000 Penalty: 5130.495117
	Iteration 26Q: 3 clusters Score -5641048 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5641064.000000 Penalty: 5130.495117
	Iteration 27Q: 3 clusters Score -5641064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5641061.500000 Penalty: 5130.495117
	Iteration 28Q: 3 clusters Score -5641062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5641066.000000 Penalty: 5130.495117
	Iteration 29Q: 3 clusters Score -5641066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5641081.000000 Penalty: 5130.495117
	Iteration 30Q: 3 clusters Score -5641081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5641081.000000 Penalty: 5130.495117
	Iteration 31Q: 3 clusters Score -5641081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5641085.000000 Penalty: 5130.495117
	Iteration 32Q: 3 clusters Score -5641085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5641083.000000 Penalty: 5130.495117
	Iteration 33Q: 3 clusters Score -5641083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5641086.000000 Penalty: 5130.495117
	Iteration 34Q: 3 clusters Score -5641086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5641091.000000 Penalty: 5130.495117
	Iteration 35Q: 3 clusters Score -5641091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5641089.500000 Penalty: 5130.495117
	Iteration 36Q: 3 clusters Score -5641090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5641085.500000 Penalty: 5130.495117
	Iteration 37Q: 3 clusters Score -5641086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5641087.500000 Penalty: 5130.495117
	Iteration 38Q: 3 clusters Score -5641088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5641088.500000 Penalty: 5130.495117
	Iteration 39Q: 3 clusters Score -5641088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5641088.500000 Penalty: 5130.495117
	Iteration 40F: 3 clusters Score -5641088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Entering Unmasked Estep 
Score: -444592.500000 Penalty: 1947.790283
	Iteration 0F: 2 clusters Score -444592.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -441624.406250 Penalty: 3895.580566
	Iteration 0F: 3 clusters Score -441624.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -442301.906250 Penalty: 3895.580566
	Iteration 1F: 3 clusters Score -442301.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -442447.125000 Penalty: 3895.580566
	Iteration 2F: 3 clusters Score -442447.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -442554.406250 Penalty: 3895.580566
	Iteration 3Q: 3 clusters Score -442554.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -442691.937500 Penalty: 3895.580566
	Iteration 4Q: 3 clusters Score -442691.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -442860.531250 Penalty: 3895.580566
	Iteration 5Q: 3 clusters Score -442860.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -443026.468750 Penalty: 3895.580566
	Iteration 6F: 3 clusters Score -443026.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -443215.593750 Penalty: 3895.580566
	Iteration 7F: 3 clusters Score -443215.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -443364.718750 Penalty: 3895.580566
	Iteration 8Q: 3 clusters Score -443364.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -443506.750000 Penalty: 3895.580566
	Iteration 9Q: 3 clusters Score -443506.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -443655.937500 Penalty: 3895.580566
	Iteration 10Q: 3 clusters Score -443655.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -443796.406250 Penalty: 3895.580566
	Iteration 11Q: 3 clusters Score -443796.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -443881.312500 Penalty: 3895.580566
	Iteration 12Q: 3 clusters Score -443881.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -443936.875000 Penalty: 3895.580566
	Iteration 13Q: 3 clusters Score -443936.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -444003.531250 Penalty: 3895.580566
	Iteration 14Q: 3 clusters Score -444003.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -444049.843750 Penalty: 3895.580566
	Iteration 15Q: 3 clusters Score -444049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -444092.593750 Penalty: 3895.580566
	Iteration 16Q: 3 clusters Score -444092.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -444121.562500 Penalty: 3895.580566
	Iteration 17Q: 3 clusters Score -444121.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -444138.562500 Penalty: 3895.580566
	Iteration 18Q: 3 clusters Score -444138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -444154.843750 Penalty: 3895.580566
	Iteration 19Q: 3 clusters Score -444154.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -444168.843750 Penalty: 3895.580566
	Iteration 20F: 3 clusters Score -444168.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -444173.968750 Penalty: 3895.580566
	Iteration 21Q: 3 clusters Score -444174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -444178.843750 Penalty: 3895.580566
	Iteration 22Q: 3 clusters Score -444178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -444188.406250 Penalty: 3895.580566
	Iteration 23Q: 3 clusters Score -444188.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -444197.187500 Penalty: 3895.580566
	Iteration 24Q: 3 clusters Score -444197.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -444200.375000 Penalty: 3895.580566
	Iteration 25Q: 3 clusters Score -444200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -444200.687500 Penalty: 3895.580566
	Iteration 26Q: 3 clusters Score -444200.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -444201.968750 Penalty: 3895.580566
	Iteration 27Q: 3 clusters Score -444202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -444202.000000 Penalty: 3895.580566
	Iteration 28Q: 3 clusters Score -444202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -444202.000000 Penalty: 3895.580566
	Iteration 29F: 3 clusters Score -444202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -1242827.125000 Penalty: 2183.361084
	Iteration 0F: 2 clusters Score -1242827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1237304.375000 Penalty: 4366.722168
	Iteration 0F: 3 clusters Score -1237304 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1238784.750000 Penalty: 4366.722168
	Iteration 1F: 3 clusters Score -1238785 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1239158.375000 Penalty: 4366.722168
	Iteration 2F: 3 clusters Score -1239158 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1239513.500000 Penalty: 4366.722168
	Iteration 3F: 3 clusters Score -1239514 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1239826.875000 Penalty: 4366.722168
	Iteration 4F: 3 clusters Score -1239827 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1240119.500000 Penalty: 4366.722168
	Iteration 5F: 3 clusters Score -1240120 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1240398.750000 Penalty: 4366.722168
	Iteration 6F: 3 clusters Score -1240399 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1240667.000000 Penalty: 4366.722168
	Iteration 7Q: 3 clusters Score -1240667 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1240937.000000 Penalty: 4366.722168
	Iteration 8Q: 3 clusters Score -1240937 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1241123.125000 Penalty: 4366.722168
	Iteration 9Q: 3 clusters Score -1241123 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1241234.500000 Penalty: 4366.722168
	Iteration 10Q: 3 clusters Score -1241234 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1241301.250000 Penalty: 4366.722168
	Iteration 11Q: 3 clusters Score -1241301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1241324.250000 Penalty: 4366.722168
	Iteration 12Q: 3 clusters Score -1241324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1241339.625000 Penalty: 4366.722168
	Iteration 13Q: 3 clusters Score -1241340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1241350.500000 Penalty: 4366.722168
	Iteration 14Q: 3 clusters Score -1241350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1241352.875000 Penalty: 4366.722168
	Iteration 15Q: 3 clusters Score -1241353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1241356.500000 Penalty: 4366.722168
	Iteration 16Q: 3 clusters Score -1241356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1241357.500000 Penalty: 4366.722168
	Iteration 17Q: 3 clusters Score -1241358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1241359.000000 Penalty: 4366.722168
	Iteration 18Q: 3 clusters Score -1241359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1241357.750000 Penalty: 4366.722168
	Iteration 19Q: 3 clusters Score -1241358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1241357.750000 Penalty: 4366.722168
	Iteration 20F: 3 clusters Score -1241358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -51302.617188 Penalty: 1570.212524
	Iteration 0F: 2 clusters Score -51302.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50148.285156 Penalty: 3140.425049
	Iteration 0F: 3 clusters Score -50148.29 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51007.089844 Penalty: 3140.425049
	Iteration 1F: 3 clusters Score -51007.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -51572.992188 Penalty: 3140.425049
	Iteration 2F: 3 clusters Score -51572.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -51973.183594 Penalty: 3140.425049
	Iteration 3F: 3 clusters Score -51973.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52157.117188 Penalty: 3140.425049
	Iteration 4Q: 3 clusters Score -52157.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52231.648438 Penalty: 3140.425049
	Iteration 5Q: 3 clusters Score -52231.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52258.125000 Penalty: 3140.425049
	Iteration 6Q: 3 clusters Score -52258.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52261.550781 Penalty: 3140.425049
	Iteration 7Q: 3 clusters Score -52261.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -52261.550781 Penalty: 3140.425049
	Iteration 8F: 3 clusters Score -52261.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 46602 members 
Mstep: Class 3 contains 58196 members 
Mstep: Class 4 contains 24993 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 23810 members 
Mstep: Class 7 contains 48970 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51301 members 
Mstep: Class 10 contains 47495 members 
Mstep: Class 11 contains 45345 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 14005 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 51844 members 
Mstep: Class 27 contains 47502 members 
Mstep: Class 28 contains 194 members 
Entering Unmasked Estep 
Score: -137100432.000000 Penalty: 93905.554688
Splitting cluster 25 changes total score from -137100416.000000 to -137100432.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (51844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Entering Unmasked Estep 
Score: -9711376.000000 Penalty: 2692.286621
	Iteration 0F: 2 clusters Score -9711376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -9681231.000000 Penalty: 5384.573242
	Iteration 0F: 3 clusters Score -9681231 nChanged 23985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -9694673.000000 Penalty: 5384.573242
	Iteration 1F: 3 clusters Score -9694673 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -9695426.000000 Penalty: 5384.573242
	Iteration 2Q: 3 clusters Score -9695426 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -9696394.000000 Penalty: 5384.573242
	Iteration 3Q: 3 clusters Score -9696394 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -9697686.000000 Penalty: 5384.573242
	Iteration 4Q: 3 clusters Score -9697686 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -9699448.000000 Penalty: 5384.573242
	Iteration 5F: 3 clusters Score -9699448 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -9701745.000000 Penalty: 5384.573242
	Iteration 6F: 3 clusters Score -9701745 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -9704670.000000 Penalty: 5384.573242
	Iteration 7F: 3 clusters Score -9704670 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -9707586.000000 Penalty: 5384.573242
	Iteration 8F: 3 clusters Score -9707586 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -9709433.000000 Penalty: 5384.573242
	Iteration 9F: 3 clusters Score -9709433 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -9710384.000000 Penalty: 5384.573242
	Iteration 10Q: 3 clusters Score -9710384 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -9710922.000000 Penalty: 5384.573242
	Iteration 11Q: 3 clusters Score -9710922 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -9711425.000000 Penalty: 5384.573242
	Iteration 12Q: 3 clusters Score -9711425 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -9711845.000000 Penalty: 5384.573242
	Iteration 13Q: 3 clusters Score -9711845 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -9712109.000000 Penalty: 5384.573242
	Iteration 14Q: 3 clusters Score -9712109 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -9712401.000000 Penalty: 5384.573242
	Iteration 15Q: 3 clusters Score -9712401 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -9712615.000000 Penalty: 5384.573242
	Iteration 16Q: 3 clusters Score -9712615 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -9712731.000000 Penalty: 5384.573242
	Iteration 17Q: 3 clusters Score -9712731 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -9712814.000000 Penalty: 5384.573242
	Iteration 18Q: 3 clusters Score -9712814 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -9712881.000000 Penalty: 5384.573242
	Iteration 19Q: 3 clusters Score -9712881 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -9712914.000000 Penalty: 5384.573242
	Iteration 20F: 3 clusters Score -9712914 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -9712916.000000 Penalty: 5384.573242
	Iteration 21Q: 3 clusters Score -9712916 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -9712995.000000 Penalty: 5384.573242
	Iteration 22Q: 3 clusters Score -9712995 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -9713059.000000 Penalty: 5384.573242
	Iteration 23Q: 3 clusters Score -9713059 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -9713115.000000 Penalty: 5384.573242
	Iteration 24Q: 3 clusters Score -9713115 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -9713110.000000 Penalty: 5384.573242
	Iteration 25Q: 3 clusters Score -9713110 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -9713138.000000 Penalty: 5384.573242
	Iteration 26Q: 3 clusters Score -9713138 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -9713136.000000 Penalty: 5384.573242
	Iteration 27Q: 3 clusters Score -9713136 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -9713156.000000 Penalty: 5384.573242
	Iteration 28Q: 3 clusters Score -9713156 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -9713099.000000 Penalty: 5384.573242
	Iteration 29Q: 3 clusters Score -9713099 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -9713043.000000 Penalty: 5384.573242
	Iteration 30Q: 3 clusters Score -9713043 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -9712860.000000 Penalty: 5384.573242
	Iteration 31Q: 3 clusters Score -9712860 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -9712671.000000 Penalty: 5384.573242
	Iteration 32Q: 3 clusters Score -9712671 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -9712475.000000 Penalty: 5384.573242
	Iteration 33Q: 3 clusters Score -9712475 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -9712070.000000 Penalty: 5384.573242
	Iteration 34Q: 3 clusters Score -9712070 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9711668.000000 Penalty: 5384.573242
	Iteration 35Q: 3 clusters Score -9711668 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -9711392.000000 Penalty: 5384.573242
	Iteration 36Q: 3 clusters Score -9711392 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -9711319.000000 Penalty: 5384.573242
	Iteration 37Q: 3 clusters Score -9711319 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -9711296.000000 Penalty: 5384.573242
	Iteration 38Q: 3 clusters Score -9711296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -9711271.000000 Penalty: 5384.573242
	Iteration 39Q: 3 clusters Score -9711271 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -9711489.000000 Penalty: 5384.573242
	Iteration 40F: 3 clusters Score -9711489 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9711387.000000 Penalty: 5384.573242
	Iteration 41Q: 3 clusters Score -9711387 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -9711319.000000 Penalty: 5384.573242
	Iteration 42Q: 3 clusters Score -9711319 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -9711174.000000 Penalty: 5384.573242
	Iteration 43Q: 3 clusters Score -9711174 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -9711025.000000 Penalty: 5384.573242
	Iteration 44Q: 3 clusters Score -9711025 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9710957.000000 Penalty: 5384.573242
	Iteration 45Q: 3 clusters Score -9710957 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -9710884.000000 Penalty: 5384.573242
	Iteration 46Q: 3 clusters Score -9710884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9710849.000000 Penalty: 5384.573242
	Iteration 47Q: 3 clusters Score -9710849 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -9710809.000000 Penalty: 5384.573242
	Iteration 48Q: 3 clusters Score -9710809 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -9710772.000000 Penalty: 5384.573242
	Iteration 49Q: 3 clusters Score -9710772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -9710752.000000 Penalty: 5384.573242
	Iteration 50Q: 3 clusters Score -9710752 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -9710723.000000 Penalty: 5384.573242
	Iteration 51Q: 3 clusters Score -9710723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 49951 members 
Entering Unmasked Estep 
Score: -9710690.000000 Penalty: 5384.573242
	Iteration 52Q: 3 clusters Score -9710690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 49994 members 
Entering Unmasked Estep 
Score: -9710682.000000 Penalty: 5384.573242
	Iteration 53Q: 3 clusters Score -9710682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50026 members 
Entering Unmasked Estep 
Score: -9710678.000000 Penalty: 5384.573242
	Iteration 54Q: 3 clusters Score -9710678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 50053 members 
Entering Unmasked Estep 
Score: -9710665.000000 Penalty: 5384.573242
	Iteration 55Q: 3 clusters Score -9710665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -9710648.000000 Penalty: 5384.573242
	Iteration 56Q: 3 clusters Score -9710648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -9710629.000000 Penalty: 5384.573242
	Iteration 57Q: 3 clusters Score -9710629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -9710618.000000 Penalty: 5384.573242
	Iteration 58Q: 3 clusters Score -9710618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9710614.000000 Penalty: 5384.573242
	Iteration 59Q: 3 clusters Score -9710614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9710600.000000 Penalty: 5384.573242
	Iteration 60F: 3 clusters Score -9710600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -9710606.000000 Penalty: 5384.573242
	Iteration 61Q: 3 clusters Score -9710606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -9710587.000000 Penalty: 5384.573242
	Iteration 62Q: 3 clusters Score -9710587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9710593.000000 Penalty: 5384.573242
	Iteration 63Q: 3 clusters Score -9710593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -9710587.000000 Penalty: 5384.573242
	Iteration 64Q: 3 clusters Score -9710587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9710582.000000 Penalty: 5384.573242
	Iteration 65Q: 3 clusters Score -9710582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9710581.000000 Penalty: 5384.573242
	Iteration 66Q: 3 clusters Score -9710581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -9710558.000000 Penalty: 5384.573242
	Iteration 67Q: 3 clusters Score -9710558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9710556.000000 Penalty: 5384.573242
	Iteration 68Q: 3 clusters Score -9710556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -9710538.000000 Penalty: 5384.573242
	Iteration 69Q: 3 clusters Score -9710538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 50200 members 
Entering Unmasked Estep 
Score: -9710527.000000 Penalty: 5384.573242
	Iteration 70Q: 3 clusters Score -9710527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -9710532.000000 Penalty: 5384.573242
	Iteration 71Q: 3 clusters Score -9710532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -9710535.000000 Penalty: 5384.573242
	Iteration 72Q: 3 clusters Score -9710535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -9710534.000000 Penalty: 5384.573242
	Iteration 73Q: 3 clusters Score -9710534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -9710540.000000 Penalty: 5384.573242
	Iteration 74Q: 3 clusters Score -9710540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 50223 members 
Entering Unmasked Estep 
Score: -9710534.000000 Penalty: 5384.573242
	Iteration 75Q: 3 clusters Score -9710534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -9710538.000000 Penalty: 5384.573242
	Iteration 76Q: 3 clusters Score -9710538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -9710536.000000 Penalty: 5384.573242
	Iteration 77Q: 3 clusters Score -9710536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50235 members 
Entering Unmasked Estep 
Score: -9710531.000000 Penalty: 5384.573242
	Iteration 78Q: 3 clusters Score -9710531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9710529.000000 Penalty: 5384.573242
	Iteration 79Q: 3 clusters Score -9710529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9710523.000000 Penalty: 5384.573242
	Iteration 80F: 3 clusters Score -9710523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9710529.000000 Penalty: 5384.573242
	Iteration 81Q: 3 clusters Score -9710529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9710524.000000 Penalty: 5384.573242
	Iteration 82Q: 3 clusters Score -9710524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -9710528.000000 Penalty: 5384.573242
	Iteration 83Q: 3 clusters Score -9710528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9710522.000000 Penalty: 5384.573242
	Iteration 84Q: 3 clusters Score -9710522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9710522.000000 Penalty: 5384.573242
	Iteration 85F: 3 clusters Score -9710522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Entering Unmasked Estep 
Score: -8835169.000000 Penalty: 2670.594727
	Iteration 0F: 2 clusters Score -8835169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -8804388.000000 Penalty: 5341.189453
	Iteration 0F: 3 clusters Score -8804388 nChanged 21857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -8816662.000000 Penalty: 5341.189453
	Iteration 1F: 3 clusters Score -8816662 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8817167.000000 Penalty: 5341.189453
	Iteration 2Q: 3 clusters Score -8817167 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -8817637.000000 Penalty: 5341.189453
	Iteration 3Q: 3 clusters Score -8817637 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8818121.000000 Penalty: 5341.189453
	Iteration 4Q: 3 clusters Score -8818121 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -8818636.000000 Penalty: 5341.189453
	Iteration 5Q: 3 clusters Score -8818636 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -8819293.000000 Penalty: 5341.189453
	Iteration 6Q: 3 clusters Score -8819293 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -8820189.000000 Penalty: 5341.189453
	Iteration 7Q: 3 clusters Score -8820189 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -8821312.000000 Penalty: 5341.189453
	Iteration 8Q: 3 clusters Score -8821312 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -8822713.000000 Penalty: 5341.189453
	Iteration 9Q: 3 clusters Score -8822713 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8824327.000000 Penalty: 5341.189453
	Iteration 10F: 3 clusters Score -8824327 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -8825667.000000 Penalty: 5341.189453
	Iteration 11Q: 3 clusters Score -8825667 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -8826329.000000 Penalty: 5341.189453
	Iteration 12Q: 3 clusters Score -8826329 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -8826643.000000 Penalty: 5341.189453
	Iteration 13Q: 3 clusters Score -8826643 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -8826811.000000 Penalty: 5341.189453
	Iteration 14Q: 3 clusters Score -8826811 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -8826947.000000 Penalty: 5341.189453
	Iteration 15Q: 3 clusters Score -8826947 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8827073.000000 Penalty: 5341.189453
	Iteration 16Q: 3 clusters Score -8827073 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -8827187.000000 Penalty: 5341.189453
	Iteration 17Q: 3 clusters Score -8827187 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -8827273.000000 Penalty: 5341.189453
	Iteration 18Q: 3 clusters Score -8827273 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -8827381.000000 Penalty: 5341.189453
	Iteration 19Q: 3 clusters Score -8827381 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -8827471.000000 Penalty: 5341.189453
	Iteration 20F: 3 clusters Score -8827471 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8827589.000000 Penalty: 5341.189453
	Iteration 21Q: 3 clusters Score -8827589 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8827690.000000 Penalty: 5341.189453
	Iteration 22Q: 3 clusters Score -8827690 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8827782.000000 Penalty: 5341.189453
	Iteration 23Q: 3 clusters Score -8827782 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -8827872.000000 Penalty: 5341.189453
	Iteration 24Q: 3 clusters Score -8827872 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -8827954.000000 Penalty: 5341.189453
	Iteration 25Q: 3 clusters Score -8827954 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -8828044.000000 Penalty: 5341.189453
	Iteration 26Q: 3 clusters Score -8828044 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -8828133.000000 Penalty: 5341.189453
	Iteration 27Q: 3 clusters Score -8828133 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -8828239.000000 Penalty: 5341.189453
	Iteration 28Q: 3 clusters Score -8828239 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -8828410.000000 Penalty: 5341.189453
	Iteration 29Q: 3 clusters Score -8828410 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -8828581.000000 Penalty: 5341.189453
	Iteration 30Q: 3 clusters Score -8828581 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -8828756.000000 Penalty: 5341.189453
	Iteration 31Q: 3 clusters Score -8828756 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -8828966.000000 Penalty: 5341.189453
	Iteration 32Q: 3 clusters Score -8828966 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -8829214.000000 Penalty: 5341.189453
	Iteration 33Q: 3 clusters Score -8829214 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -8829462.000000 Penalty: 5341.189453
	Iteration 34Q: 3 clusters Score -8829462 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8829729.000000 Penalty: 5341.189453
	Iteration 35Q: 3 clusters Score -8829729 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 41126 members 
Entering Unmasked Estep 
Score: -8830020.000000 Penalty: 5341.189453
	Iteration 36Q: 3 clusters Score -8830020 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -8830341.000000 Penalty: 5341.189453
	Iteration 37Q: 3 clusters Score -8830341 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8830666.000000 Penalty: 5341.189453
	Iteration 38Q: 3 clusters Score -8830666 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8831012.000000 Penalty: 5341.189453
	Iteration 39Q: 3 clusters Score -8831012 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -8831346.000000 Penalty: 5341.189453
	Iteration 40F: 3 clusters Score -8831346 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -8831628.000000 Penalty: 5341.189453
	Iteration 41Q: 3 clusters Score -8831628 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8831954.000000 Penalty: 5341.189453
	Iteration 42Q: 3 clusters Score -8831954 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8832236.000000 Penalty: 5341.189453
	Iteration 43Q: 3 clusters Score -8832236 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -8832472.000000 Penalty: 5341.189453
	Iteration 44Q: 3 clusters Score -8832472 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -8832635.000000 Penalty: 5341.189453
	Iteration 45Q: 3 clusters Score -8832635 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -8832740.000000 Penalty: 5341.189453
	Iteration 46Q: 3 clusters Score -8832740 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -8832794.000000 Penalty: 5341.189453
	Iteration 47Q: 3 clusters Score -8832794 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8832876.000000 Penalty: 5341.189453
	Iteration 48Q: 3 clusters Score -8832876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -8832896.000000 Penalty: 5341.189453
	Iteration 49Q: 3 clusters Score -8832896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8832924.000000 Penalty: 5341.189453
	Iteration 50Q: 3 clusters Score -8832924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -8832937.000000 Penalty: 5341.189453
	Iteration 51Q: 3 clusters Score -8832937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -8832941.000000 Penalty: 5341.189453
	Iteration 52Q: 3 clusters Score -8832941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -8832954.000000 Penalty: 5341.189453
	Iteration 53Q: 3 clusters Score -8832954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8832970.000000 Penalty: 5341.189453
	Iteration 54Q: 3 clusters Score -8832970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8832975.000000 Penalty: 5341.189453
	Iteration 55Q: 3 clusters Score -8832975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -8832993.000000 Penalty: 5341.189453
	Iteration 56Q: 3 clusters Score -8832993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -8832995.000000 Penalty: 5341.189453
	Iteration 57Q: 3 clusters Score -8832995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8833008.000000 Penalty: 5341.189453
	Iteration 58Q: 3 clusters Score -8833008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -8833019.000000 Penalty: 5341.189453
	Iteration 59Q: 3 clusters Score -8833019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -8833028.000000 Penalty: 5341.189453
	Iteration 60F: 3 clusters Score -8833028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -8833024.000000 Penalty: 5341.189453
	Iteration 61Q: 3 clusters Score -8833024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -8833031.000000 Penalty: 5341.189453
	Iteration 62Q: 3 clusters Score -8833031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8833030.000000 Penalty: 5341.189453
	Iteration 63Q: 3 clusters Score -8833030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8833034.000000 Penalty: 5341.189453
	Iteration 64Q: 3 clusters Score -8833034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -8833036.000000 Penalty: 5341.189453
	Iteration 65Q: 3 clusters Score -8833036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8833036.000000 Penalty: 5341.189453
	Iteration 66Q: 3 clusters Score -8833036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8833036.000000 Penalty: 5341.189453
	Iteration 67F: 3 clusters Score -8833036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 46602 members 
Mstep: Class 3 contains 58196 members 
Mstep: Class 4 contains 24993 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 23810 members 
Mstep: Class 7 contains 48970 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51301 members 
Mstep: Class 10 contains 47495 members 
Mstep: Class 11 contains 45345 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 16 contains 41953 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 909 members 
Mstep: Class 19 contains 31106 members 
Mstep: Class 20 contains 58898 members 
Mstep: Class 21 contains 8883 members 
Mstep: Class 22 contains 31062 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6660 members 
Mstep: Class 25 contains 368 members 
Mstep: Class 26 contains 51844 members 
Mstep: Class 27 contains 47502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102976.000000 Penalty: 93905.554688
Iteration 79Q: 29 clusters Score -1.37103e+08 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 46316 members 
Mstep: Class 3 contains 57086 members 
Mstep: Class 4 contains 25670 members 
Mstep: Class 5 contains 48432 members 
Mstep: Class 6 contains 23694 members 
Mstep: Class 7 contains 48414 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 51131 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 11 contains 45063 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 13517 members 
Mstep: Class 16 contains 45732 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 884 members 
Mstep: Class 19 contains 30966 members 
Mstep: Class 20 contains 58575 members 
Mstep: Class 21 contains 8906 members 
Mstep: Class 22 contains 31045 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6788 members 
Mstep: Class 25 contains 393 members 
Mstep: Class 26 contains 51872 members 
Mstep: Class 27 contains 47471 members 
Mstep: Class 28 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106512.000000 Penalty: 93905.554688
Iteration 80F: 29 clusters Score -1.371065e+08 nChanged 9256
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 48215 members 
Mstep: Class 2 contains 45812 members 
Mstep: Class 3 contains 56438 members 
Mstep: Class 4 contains 26284 members 
Mstep: Class 5 contains 48134 members 
Mstep: Class 6 contains 23597 members 
Mstep: Class 7 contains 47971 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 50968 members 
Mstep: Class 10 contains 47008 members 
Mstep: Class 11 contains 44748 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 14153 members 
Mstep: Class 16 contains 48464 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 865 members 
Mstep: Class 19 contains 30765 members 
Mstep: Class 20 contains 58316 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 31017 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 409 members 
Mstep: Class 26 contains 51805 members 
Mstep: Class 27 contains 47341 members 
Mstep: Class 28 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108464.000000 Penalty: 93905.554688
Iteration 81Q: 29 clusters Score -1.371085e+08 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 45405 members 
Mstep: Class 3 contains 56018 members 
Mstep: Class 4 contains 26848 members 
Mstep: Class 5 contains 47793 members 
Mstep: Class 6 contains 23510 members 
Mstep: Class 7 contains 47703 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 50886 members 
Mstep: Class 10 contains 46865 members 
Mstep: Class 11 contains 44487 members 
Mstep: Class 12 contains 1205 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 14690 members 
Mstep: Class 16 contains 50790 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 851 members 
Mstep: Class 19 contains 30517 members 
Mstep: Class 20 contains 58022 members 
Mstep: Class 21 contains 8943 members 
Mstep: Class 22 contains 30939 members 
Mstep: Class 23 contains 2576 members 
Mstep: Class 24 contains 6603 members 
Mstep: Class 25 contains 422 members 
Mstep: Class 26 contains 51702 members 
Mstep: Class 27 contains 47172 members 
Mstep: Class 28 contains 204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109344.000000 Penalty: 93905.554688
Iteration 82Q: 29 clusters Score -1.371093e+08 nChanged 7597
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47306 members 
Mstep: Class 2 contains 45079 members 
Mstep: Class 3 contains 55995 members 
Mstep: Class 4 contains 27348 members 
Mstep: Class 5 contains 47671 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 47540 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 50842 members 
Mstep: Class 10 contains 46841 members 
Mstep: Class 11 contains 44296 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 15026 members 
Mstep: Class 16 contains 52160 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 845 members 
Mstep: Class 19 contains 30284 members 
Mstep: Class 20 contains 57829 members 
Mstep: Class 21 contains 8958 members 
Mstep: Class 22 contains 30877 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 6540 members 
Mstep: Class 25 contains 427 members 
Mstep: Class 26 contains 51589 members 
Mstep: Class 27 contains 47016 members 
Mstep: Class 28 contains 207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110480.000000 Penalty: 93905.554688
Iteration 83Q: 29 clusters Score -1.371105e+08 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 44857 members 
Mstep: Class 3 contains 56115 members 
Mstep: Class 4 contains 27807 members 
Mstep: Class 5 contains 47593 members 
Mstep: Class 6 contains 23359 members 
Mstep: Class 7 contains 47383 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 50786 members 
Mstep: Class 10 contains 46838 members 
Mstep: Class 11 contains 44242 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 15304 members 
Mstep: Class 16 contains 53005 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 30074 members 
Mstep: Class 20 contains 57725 members 
Mstep: Class 21 contains 8969 members 
Mstep: Class 22 contains 30818 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 6482 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 51474 members 
Mstep: Class 27 contains 46884 members 
Mstep: Class 28 contains 210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110880.000000 Penalty: 93905.554688
Iteration 84Q: 29 clusters Score -1.371109e+08 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 44708 members 
Mstep: Class 3 contains 56120 members 
Mstep: Class 4 contains 28192 members 
Mstep: Class 5 contains 47550 members 
Mstep: Class 6 contains 23286 members 
Mstep: Class 7 contains 47310 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 50754 members 
Mstep: Class 10 contains 46864 members 
Mstep: Class 11 contains 44254 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 15541 members 
Mstep: Class 16 contains 53771 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 839 members 
Mstep: Class 19 contains 29877 members 
Mstep: Class 20 contains 57594 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 30761 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 6443 members 
Mstep: Class 25 contains 429 members 
Mstep: Class 26 contains 51332 members 
Mstep: Class 27 contains 46743 members 
Mstep: Class 28 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111888.000000 Penalty: 93905.554688
Iteration 85Q: 29 clusters Score -1.371119e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 44584 members 
Mstep: Class 3 contains 56080 members 
Mstep: Class 4 contains 28527 members 
Mstep: Class 5 contains 47517 members 
Mstep: Class 6 contains 23220 members 
Mstep: Class 7 contains 47263 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50714 members 
Mstep: Class 10 contains 46931 members 
Mstep: Class 11 contains 44283 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 54386 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 29714 members 
Mstep: Class 20 contains 57445 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 30737 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 6398 members 
Mstep: Class 25 contains 430 members 
Mstep: Class 26 contains 51171 members 
Mstep: Class 27 contains 46655 members 
Mstep: Class 28 contains 214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112320.000000 Penalty: 93905.554688
Iteration 86Q: 29 clusters Score -1.371123e+08 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 44535 members 
Mstep: Class 3 contains 55928 members 
Mstep: Class 4 contains 28832 members 
Mstep: Class 5 contains 47491 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 47227 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50625 members 
Mstep: Class 10 contains 46974 members 
Mstep: Class 11 contains 44309 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 15932 members 
Mstep: Class 16 contains 54966 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 833 members 
Mstep: Class 19 contains 29584 members 
Mstep: Class 20 contains 57320 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 30684 members 
Mstep: Class 23 contains 2573 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 50993 members 
Mstep: Class 27 contains 46611 members 
Mstep: Class 28 contains 215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112912.000000 Penalty: 93905.554688
Iteration 87Q: 29 clusters Score -1.371129e+08 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 44486 members 
Mstep: Class 3 contains 55729 members 
Mstep: Class 4 contains 29097 members 
Mstep: Class 5 contains 47495 members 
Mstep: Class 6 contains 23102 members 
Mstep: Class 7 contains 47199 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50569 members 
Mstep: Class 10 contains 46927 members 
Mstep: Class 11 contains 44323 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 793 members 
Mstep: Class 15 contains 16117 members 
Mstep: Class 16 contains 55502 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 29483 members 
Mstep: Class 20 contains 57175 members 
Mstep: Class 21 contains 9001 members 
Mstep: Class 22 contains 30660 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 6332 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 50887 members 
Mstep: Class 27 contains 46559 members 
Mstep: Class 28 contains 217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112896.000000 Penalty: 93905.554688
Iteration 88Q: 29 clusters Score -1.371129e+08 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 44387 members 
Mstep: Class 3 contains 55573 members 
Mstep: Class 4 contains 29373 members 
Mstep: Class 5 contains 47465 members 
Mstep: Class 6 contains 23035 members 
Mstep: Class 7 contains 47198 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50527 members 
Mstep: Class 10 contains 46834 members 
Mstep: Class 11 contains 44306 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 16345 members 
Mstep: Class 16 contains 55988 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 834 members 
Mstep: Class 19 contains 29377 members 
Mstep: Class 20 contains 57042 members 
Mstep: Class 21 contains 9010 members 
Mstep: Class 22 contains 30632 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 6323 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 50740 members 
Mstep: Class 27 contains 46521 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113344.000000 Penalty: 93905.554688
Iteration 89Q: 29 clusters Score -1.371133e+08 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 44301 members 
Mstep: Class 3 contains 55337 members 
Mstep: Class 4 contains 29631 members 
Mstep: Class 5 contains 47476 members 
Mstep: Class 6 contains 22973 members 
Mstep: Class 7 contains 47184 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50466 members 
Mstep: Class 10 contains 46757 members 
Mstep: Class 11 contains 44297 members 
Mstep: Class 12 contains 1209 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 16605 members 
Mstep: Class 16 contains 56479 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 836 members 
Mstep: Class 19 contains 29263 members 
Mstep: Class 20 contains 56908 members 
Mstep: Class 21 contains 9014 members 
Mstep: Class 22 contains 30579 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 6305 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 50579 members 
Mstep: Class 27 contains 46482 members 
Mstep: Class 28 contains 219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114240.000000 Penalty: 93905.554688
Iteration 90Q: 29 clusters Score -1.371142e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 44201 members 
Mstep: Class 3 contains 55186 members 
Mstep: Class 4 contains 29888 members 
Mstep: Class 5 contains 47493 members 
Mstep: Class 6 contains 22923 members 
Mstep: Class 7 contains 47183 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50417 members 
Mstep: Class 10 contains 46637 members 
Mstep: Class 11 contains 44298 members 
Mstep: Class 12 contains 1212 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 16866 members 
Mstep: Class 16 contains 56834 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 29141 members 
Mstep: Class 20 contains 56792 members 
Mstep: Class 21 contains 9027 members 
Mstep: Class 22 contains 30548 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 6287 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 50424 members 
Mstep: Class 27 contains 46460 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114368.000000 Penalty: 93905.554688
Iteration 91Q: 29 clusters Score -1.371144e+08 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 44140 members 
Mstep: Class 3 contains 55025 members 
Mstep: Class 4 contains 30150 members 
Mstep: Class 5 contains 47522 members 
Mstep: Class 6 contains 22884 members 
Mstep: Class 7 contains 47187 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50353 members 
Mstep: Class 10 contains 46509 members 
Mstep: Class 11 contains 44265 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 57117 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 29026 members 
Mstep: Class 20 contains 56707 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 30546 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 6260 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 50266 members 
Mstep: Class 27 contains 46410 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114624.000000 Penalty: 93905.554688
Iteration 92Q: 29 clusters Score -1.371146e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 44018 members 
Mstep: Class 3 contains 54846 members 
Mstep: Class 4 contains 30393 members 
Mstep: Class 5 contains 47555 members 
Mstep: Class 6 contains 22851 members 
Mstep: Class 7 contains 47231 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50314 members 
Mstep: Class 10 contains 46405 members 
Mstep: Class 11 contains 44276 members 
Mstep: Class 12 contains 1219 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 17308 members 
Mstep: Class 16 contains 57304 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 837 members 
Mstep: Class 19 contains 28919 members 
Mstep: Class 20 contains 56670 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 30520 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 6235 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 50078 members 
Mstep: Class 27 contains 46353 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115328.000000 Penalty: 93905.554688
Iteration 93Q: 29 clusters Score -1.371153e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 43940 members 
Mstep: Class 3 contains 54787 members 
Mstep: Class 4 contains 30666 members 
Mstep: Class 5 contains 47587 members 
Mstep: Class 6 contains 22812 members 
Mstep: Class 7 contains 47207 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50283 members 
Mstep: Class 10 contains 46316 members 
Mstep: Class 11 contains 44268 members 
Mstep: Class 12 contains 1221 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 17517 members 
Mstep: Class 16 contains 57370 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 838 members 
Mstep: Class 19 contains 28835 members 
Mstep: Class 20 contains 56571 members 
Mstep: Class 21 contains 9069 members 
Mstep: Class 22 contains 30500 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 6215 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49967 members 
Mstep: Class 27 contains 46286 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115888.000000 Penalty: 93905.554688
Iteration 94Q: 29 clusters Score -1.371159e+08 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 43849 members 
Mstep: Class 3 contains 54707 members 
Mstep: Class 4 contains 30954 members 
Mstep: Class 5 contains 47674 members 
Mstep: Class 6 contains 22774 members 
Mstep: Class 7 contains 47191 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50235 members 
Mstep: Class 10 contains 46214 members 
Mstep: Class 11 contains 44257 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 17732 members 
Mstep: Class 16 contains 57432 members 
Mstep: Class 17 contains 2951 members 
Mstep: Class 18 contains 840 members 
Mstep: Class 19 contains 28769 members 
Mstep: Class 20 contains 56470 members 
Mstep: Class 21 contains 9086 members 
Mstep: Class 22 contains 30471 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49861 members 
Mstep: Class 27 contains 46197 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116144.000000 Penalty: 93905.554688
Iteration 95Q: 29 clusters Score -1.371161e+08 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 43763 members 
Mstep: Class 3 contains 54644 members 
Mstep: Class 4 contains 31247 members 
Mstep: Class 5 contains 47683 members 
Mstep: Class 6 contains 22727 members 
Mstep: Class 7 contains 47178 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50187 members 
Mstep: Class 10 contains 46081 members 
Mstep: Class 11 contains 44270 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 17956 members 
Mstep: Class 16 contains 57514 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28705 members 
Mstep: Class 20 contains 56370 members 
Mstep: Class 21 contains 9098 members 
Mstep: Class 22 contains 30452 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49757 members 
Mstep: Class 27 contains 46104 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116432.000000 Penalty: 93905.554688
Iteration 96Q: 29 clusters Score -1.371164e+08 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 43636 members 
Mstep: Class 3 contains 54543 members 
Mstep: Class 4 contains 31554 members 
Mstep: Class 5 contains 47743 members 
Mstep: Class 6 contains 22695 members 
Mstep: Class 7 contains 47209 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50172 members 
Mstep: Class 10 contains 45918 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 18194 members 
Mstep: Class 16 contains 57513 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28653 members 
Mstep: Class 20 contains 56281 members 
Mstep: Class 21 contains 9117 members 
Mstep: Class 22 contains 30429 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6194 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49665 members 
Mstep: Class 27 contains 46008 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117072.000000 Penalty: 93905.554688
Iteration 97Q: 29 clusters Score -1.371171e+08 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 43458 members 
Mstep: Class 3 contains 54417 members 
Mstep: Class 4 contains 31896 members 
Mstep: Class 5 contains 47857 members 
Mstep: Class 6 contains 22676 members 
Mstep: Class 7 contains 47205 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50118 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 44246 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 18451 members 
Mstep: Class 16 contains 57497 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28588 members 
Mstep: Class 20 contains 56282 members 
Mstep: Class 21 contains 9130 members 
Mstep: Class 22 contains 30421 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6171 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49521 members 
Mstep: Class 27 contains 45935 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117376.000000 Penalty: 93905.554688
Iteration 98Q: 29 clusters Score -1.371174e+08 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 43236 members 
Mstep: Class 3 contains 54240 members 
Mstep: Class 4 contains 32286 members 
Mstep: Class 5 contains 47953 members 
Mstep: Class 6 contains 22655 members 
Mstep: Class 7 contains 47181 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50069 members 
Mstep: Class 10 contains 45661 members 
Mstep: Class 11 contains 44216 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 18723 members 
Mstep: Class 16 contains 57550 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28557 members 
Mstep: Class 20 contains 56219 members 
Mstep: Class 21 contains 9132 members 
Mstep: Class 22 contains 30418 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49384 members 
Mstep: Class 27 contains 45866 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117792.000000 Penalty: 93905.554688
Iteration 99Q: 29 clusters Score -1.371178e+08 nChanged 4473
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 54077 members 
Mstep: Class 4 contains 32690 members 
Mstep: Class 5 contains 47997 members 
Mstep: Class 6 contains 22640 members 
Mstep: Class 7 contains 47136 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50025 members 
Mstep: Class 10 contains 45603 members 
Mstep: Class 11 contains 44216 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 19022 members 
Mstep: Class 16 contains 57493 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28511 members 
Mstep: Class 20 contains 56185 members 
Mstep: Class 21 contains 9139 members 
Mstep: Class 22 contains 30405 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6118 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49267 members 
Mstep: Class 27 contains 45829 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118080.000000 Penalty: 93905.554688
Iteration 100F: 29 clusters Score -1.371181e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 42835 members 
Mstep: Class 3 contains 53935 members 
Mstep: Class 4 contains 33139 members 
Mstep: Class 5 contains 48017 members 
Mstep: Class 6 contains 22619 members 
Mstep: Class 7 contains 47073 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 50002 members 
Mstep: Class 10 contains 45553 members 
Mstep: Class 11 contains 44207 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 57413 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28483 members 
Mstep: Class 20 contains 56160 members 
Mstep: Class 21 contains 9147 members 
Mstep: Class 22 contains 30404 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6103 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49186 members 
Mstep: Class 27 contains 45792 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117840.000000 Penalty: 93905.554688
Iteration 101Q: 29 clusters Score -1.371178e+08 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 42659 members 
Mstep: Class 3 contains 53734 members 
Mstep: Class 4 contains 33583 members 
Mstep: Class 5 contains 48016 members 
Mstep: Class 6 contains 22586 members 
Mstep: Class 7 contains 47011 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 49996 members 
Mstep: Class 10 contains 45518 members 
Mstep: Class 11 contains 44238 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 19505 members 
Mstep: Class 16 contains 57368 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28429 members 
Mstep: Class 20 contains 56130 members 
Mstep: Class 21 contains 9161 members 
Mstep: Class 22 contains 30404 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6085 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49092 members 
Mstep: Class 27 contains 45786 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118400.000000 Penalty: 93905.554688
Iteration 102Q: 29 clusters Score -1.371184e+08 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 42482 members 
Mstep: Class 3 contains 53534 members 
Mstep: Class 4 contains 34074 members 
Mstep: Class 5 contains 47967 members 
Mstep: Class 6 contains 22567 members 
Mstep: Class 7 contains 46974 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49978 members 
Mstep: Class 10 contains 45433 members 
Mstep: Class 11 contains 44244 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 57307 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28382 members 
Mstep: Class 20 contains 56086 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 30423 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6069 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 49032 members 
Mstep: Class 27 contains 45767 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118528.000000 Penalty: 93905.554688
Iteration 103Q: 29 clusters Score -1.371185e+08 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 53407 members 
Mstep: Class 4 contains 34562 members 
Mstep: Class 5 contains 47970 members 
Mstep: Class 6 contains 22553 members 
Mstep: Class 7 contains 46958 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49973 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 44252 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 20022 members 
Mstep: Class 16 contains 57199 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28324 members 
Mstep: Class 20 contains 55987 members 
Mstep: Class 21 contains 9201 members 
Mstep: Class 22 contains 30427 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6060 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48992 members 
Mstep: Class 27 contains 45734 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119152.000000 Penalty: 93905.554688
Iteration 104Q: 29 clusters Score -1.371192e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 42236 members 
Mstep: Class 3 contains 53332 members 
Mstep: Class 4 contains 35060 members 
Mstep: Class 5 contains 47982 members 
Mstep: Class 6 contains 22548 members 
Mstep: Class 7 contains 46878 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49964 members 
Mstep: Class 10 contains 45233 members 
Mstep: Class 11 contains 44255 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 20264 members 
Mstep: Class 16 contains 57067 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28273 members 
Mstep: Class 20 contains 55919 members 
Mstep: Class 21 contains 9212 members 
Mstep: Class 22 contains 30436 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6052 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48934 members 
Mstep: Class 27 contains 45735 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119360.000000 Penalty: 93905.554688
Iteration 105Q: 29 clusters Score -1.371194e+08 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 42138 members 
Mstep: Class 3 contains 53207 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 47976 members 
Mstep: Class 6 contains 22533 members 
Mstep: Class 7 contains 46830 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49953 members 
Mstep: Class 10 contains 45127 members 
Mstep: Class 11 contains 44258 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 20538 members 
Mstep: Class 16 contains 57025 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28228 members 
Mstep: Class 20 contains 55853 members 
Mstep: Class 21 contains 9233 members 
Mstep: Class 22 contains 30435 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6049 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48866 members 
Mstep: Class 27 contains 45723 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119728.000000 Penalty: 93905.554688
Iteration 106Q: 29 clusters Score -1.371197e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 42075 members 
Mstep: Class 3 contains 53134 members 
Mstep: Class 4 contains 35908 members 
Mstep: Class 5 contains 48007 members 
Mstep: Class 6 contains 22527 members 
Mstep: Class 7 contains 46787 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49945 members 
Mstep: Class 10 contains 45033 members 
Mstep: Class 11 contains 44240 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 20820 members 
Mstep: Class 16 contains 56909 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28187 members 
Mstep: Class 20 contains 55775 members 
Mstep: Class 21 contains 9250 members 
Mstep: Class 22 contains 30430 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6045 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48769 members 
Mstep: Class 27 contains 45699 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120256.000000 Penalty: 93905.554688
Iteration 107Q: 29 clusters Score -1.371203e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 42021 members 
Mstep: Class 3 contains 53052 members 
Mstep: Class 4 contains 36272 members 
Mstep: Class 5 contains 48054 members 
Mstep: Class 6 contains 22526 members 
Mstep: Class 7 contains 46742 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49907 members 
Mstep: Class 10 contains 44930 members 
Mstep: Class 11 contains 44226 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 21142 members 
Mstep: Class 16 contains 56750 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28168 members 
Mstep: Class 20 contains 55706 members 
Mstep: Class 21 contains 9271 members 
Mstep: Class 22 contains 30432 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48701 members 
Mstep: Class 27 contains 45618 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120400.000000 Penalty: 93905.554688
Iteration 108Q: 29 clusters Score -1.371204e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 42005 members 
Mstep: Class 3 contains 52957 members 
Mstep: Class 4 contains 36636 members 
Mstep: Class 5 contains 48032 members 
Mstep: Class 6 contains 22518 members 
Mstep: Class 7 contains 46687 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49873 members 
Mstep: Class 10 contains 44858 members 
Mstep: Class 11 contains 44222 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 21455 members 
Mstep: Class 16 contains 56628 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28119 members 
Mstep: Class 20 contains 55625 members 
Mstep: Class 21 contains 9294 members 
Mstep: Class 22 contains 30448 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6033 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48625 members 
Mstep: Class 27 contains 45555 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120912.000000 Penalty: 93905.554688
Iteration 109Q: 29 clusters Score -1.371209e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 41948 members 
Mstep: Class 3 contains 52837 members 
Mstep: Class 4 contains 37004 members 
Mstep: Class 5 contains 47975 members 
Mstep: Class 6 contains 22518 members 
Mstep: Class 7 contains 46662 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49836 members 
Mstep: Class 10 contains 44790 members 
Mstep: Class 11 contains 44180 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 16 contains 56562 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28079 members 
Mstep: Class 20 contains 55559 members 
Mstep: Class 21 contains 9310 members 
Mstep: Class 22 contains 30460 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6017 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48535 members 
Mstep: Class 27 contains 45557 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120992.000000 Penalty: 93905.554688
Iteration 110Q: 29 clusters Score -1.37121e+08 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 41925 members 
Mstep: Class 3 contains 52747 members 
Mstep: Class 4 contains 37358 members 
Mstep: Class 5 contains 47953 members 
Mstep: Class 6 contains 22517 members 
Mstep: Class 7 contains 46651 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49808 members 
Mstep: Class 10 contains 44703 members 
Mstep: Class 11 contains 44142 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 22099 members 
Mstep: Class 16 contains 56477 members 
Mstep: Class 17 contains 2978 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28045 members 
Mstep: Class 20 contains 55494 members 
Mstep: Class 21 contains 9335 members 
Mstep: Class 22 contains 30456 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6009 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48426 members 
Mstep: Class 27 contains 45567 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121232.000000 Penalty: 93905.554688
Iteration 111Q: 29 clusters Score -1.371212e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 41904 members 
Mstep: Class 3 contains 52693 members 
Mstep: Class 4 contains 37661 members 
Mstep: Class 5 contains 47998 members 
Mstep: Class 6 contains 22509 members 
Mstep: Class 7 contains 46632 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49768 members 
Mstep: Class 10 contains 44612 members 
Mstep: Class 11 contains 44130 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 22482 members 
Mstep: Class 16 contains 56351 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 28016 members 
Mstep: Class 20 contains 55441 members 
Mstep: Class 21 contains 9367 members 
Mstep: Class 22 contains 30455 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6000 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48296 members 
Mstep: Class 27 contains 45544 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121600.000000 Penalty: 93905.554688
Iteration 112Q: 29 clusters Score -1.371216e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 41895 members 
Mstep: Class 3 contains 52668 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 48064 members 
Mstep: Class 6 contains 22511 members 
Mstep: Class 7 contains 46611 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49732 members 
Mstep: Class 10 contains 44574 members 
Mstep: Class 11 contains 44106 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 22861 members 
Mstep: Class 16 contains 56213 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27992 members 
Mstep: Class 20 contains 55369 members 
Mstep: Class 21 contains 9390 members 
Mstep: Class 22 contains 30463 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5984 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48168 members 
Mstep: Class 27 contains 45498 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122304.000000 Penalty: 93905.554688
Iteration 113Q: 29 clusters Score -1.371223e+08 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 41860 members 
Mstep: Class 3 contains 52574 members 
Mstep: Class 4 contains 38162 members 
Mstep: Class 5 contains 48077 members 
Mstep: Class 6 contains 22508 members 
Mstep: Class 7 contains 46592 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49704 members 
Mstep: Class 10 contains 44545 members 
Mstep: Class 11 contains 44091 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 23242 members 
Mstep: Class 16 contains 56125 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27967 members 
Mstep: Class 20 contains 55328 members 
Mstep: Class 21 contains 9414 members 
Mstep: Class 22 contains 30466 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5976 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 48051 members 
Mstep: Class 27 contains 45433 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122704.000000 Penalty: 93905.554688
Iteration 114Q: 29 clusters Score -1.371227e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 41857 members 
Mstep: Class 3 contains 52459 members 
Mstep: Class 4 contains 38372 members 
Mstep: Class 5 contains 48149 members 
Mstep: Class 6 contains 22508 members 
Mstep: Class 7 contains 46555 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49645 members 
Mstep: Class 10 contains 44481 members 
Mstep: Class 11 contains 44066 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 23616 members 
Mstep: Class 16 contains 56079 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27945 members 
Mstep: Class 20 contains 55290 members 
Mstep: Class 21 contains 9440 members 
Mstep: Class 22 contains 30456 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47928 members 
Mstep: Class 27 contains 45363 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123184.000000 Penalty: 93905.554688
Iteration 115Q: 29 clusters Score -1.371232e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 41883 members 
Mstep: Class 3 contains 52319 members 
Mstep: Class 4 contains 38628 members 
Mstep: Class 5 contains 48251 members 
Mstep: Class 6 contains 22505 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49587 members 
Mstep: Class 10 contains 44421 members 
Mstep: Class 11 contains 44063 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 23960 members 
Mstep: Class 16 contains 56016 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27899 members 
Mstep: Class 20 contains 55244 members 
Mstep: Class 21 contains 9465 members 
Mstep: Class 22 contains 30455 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5921 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47787 members 
Mstep: Class 27 contains 45289 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124128.000000 Penalty: 93905.554688
Iteration 116Q: 29 clusters Score -1.371241e+08 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 41901 members 
Mstep: Class 3 contains 52154 members 
Mstep: Class 4 contains 38888 members 
Mstep: Class 5 contains 48307 members 
Mstep: Class 6 contains 22509 members 
Mstep: Class 7 contains 46476 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49541 members 
Mstep: Class 10 contains 44407 members 
Mstep: Class 11 contains 44024 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 24329 members 
Mstep: Class 16 contains 55932 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27877 members 
Mstep: Class 20 contains 55169 members 
Mstep: Class 21 contains 9481 members 
Mstep: Class 22 contains 30452 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5896 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47673 members 
Mstep: Class 27 contains 45230 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124640.000000 Penalty: 93905.554688
Iteration 117Q: 29 clusters Score -1.371246e+08 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 41928 members 
Mstep: Class 3 contains 51980 members 
Mstep: Class 4 contains 39115 members 
Mstep: Class 5 contains 48299 members 
Mstep: Class 6 contains 22511 members 
Mstep: Class 7 contains 46410 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49514 members 
Mstep: Class 10 contains 44405 members 
Mstep: Class 11 contains 43990 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 24736 members 
Mstep: Class 16 contains 55778 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27854 members 
Mstep: Class 20 contains 55165 members 
Mstep: Class 21 contains 9501 members 
Mstep: Class 22 contains 30450 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5893 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47545 members 
Mstep: Class 27 contains 45188 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125568.000000 Penalty: 93905.554688
Iteration 118Q: 29 clusters Score -1.371256e+08 nChanged 3520
Entering ConstructFrom: 
Score: -137125568.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (46339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Entering Unmasked Estep 
Score: -8686298.000000 Penalty: 2664.447266
	Iteration 0F: 2 clusters Score -8686298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8656065.000000 Penalty: 5328.894531
	Iteration 0F: 3 clusters Score -8656065 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8668023.000000 Penalty: 5328.894531
	Iteration 1F: 3 clusters Score -8668023 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -8668622.000000 Penalty: 5328.894531
	Iteration 2Q: 3 clusters Score -8668622 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -8669353.000000 Penalty: 5328.894531
	Iteration 3Q: 3 clusters Score -8669353 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -8670182.000000 Penalty: 5328.894531
	Iteration 4Q: 3 clusters Score -8670182 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8671318.000000 Penalty: 5328.894531
	Iteration 5Q: 3 clusters Score -8671318 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -8672752.000000 Penalty: 5328.894531
	Iteration 6F: 3 clusters Score -8672752 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -8674535.000000 Penalty: 5328.894531
	Iteration 7F: 3 clusters Score -8674535 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -8676466.000000 Penalty: 5328.894531
	Iteration 8F: 3 clusters Score -8676466 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8678334.000000 Penalty: 5328.894531
	Iteration 9F: 3 clusters Score -8678334 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -8679717.000000 Penalty: 5328.894531
	Iteration 10Q: 3 clusters Score -8679717 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -8680507.000000 Penalty: 5328.894531
	Iteration 11Q: 3 clusters Score -8680507 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -8680987.000000 Penalty: 5328.894531
	Iteration 12Q: 3 clusters Score -8680987 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -8681358.000000 Penalty: 5328.894531
	Iteration 13Q: 3 clusters Score -8681358 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -8681593.000000 Penalty: 5328.894531
	Iteration 14Q: 3 clusters Score -8681593 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -8681849.000000 Penalty: 5328.894531
	Iteration 15Q: 3 clusters Score -8681849 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -8682055.000000 Penalty: 5328.894531
	Iteration 16Q: 3 clusters Score -8682055 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -8682185.000000 Penalty: 5328.894531
	Iteration 17Q: 3 clusters Score -8682185 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -8682291.000000 Penalty: 5328.894531
	Iteration 18Q: 3 clusters Score -8682291 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8682407.000000 Penalty: 5328.894531
	Iteration 19Q: 3 clusters Score -8682407 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8682473.000000 Penalty: 5328.894531
	Iteration 20F: 3 clusters Score -8682473 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -8682593.000000 Penalty: 5328.894531
	Iteration 21Q: 3 clusters Score -8682593 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -8682664.000000 Penalty: 5328.894531
	Iteration 22Q: 3 clusters Score -8682664 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -8682794.000000 Penalty: 5328.894531
	Iteration 23Q: 3 clusters Score -8682794 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8682882.000000 Penalty: 5328.894531
	Iteration 24Q: 3 clusters Score -8682882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -8682963.000000 Penalty: 5328.894531
	Iteration 25Q: 3 clusters Score -8682963 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -8683051.000000 Penalty: 5328.894531
	Iteration 26Q: 3 clusters Score -8683051 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -8683116.000000 Penalty: 5328.894531
	Iteration 27Q: 3 clusters Score -8683116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -8683189.000000 Penalty: 5328.894531
	Iteration 28Q: 3 clusters Score -8683189 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -8683256.000000 Penalty: 5328.894531
	Iteration 29Q: 3 clusters Score -8683256 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -8683320.000000 Penalty: 5328.894531
	Iteration 30Q: 3 clusters Score -8683320 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8683383.000000 Penalty: 5328.894531
	Iteration 31Q: 3 clusters Score -8683383 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -8683471.000000 Penalty: 5328.894531
	Iteration 32Q: 3 clusters Score -8683471 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8683536.000000 Penalty: 5328.894531
	Iteration 33Q: 3 clusters Score -8683536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8683631.000000 Penalty: 5328.894531
	Iteration 34Q: 3 clusters Score -8683631 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8683666.000000 Penalty: 5328.894531
	Iteration 35Q: 3 clusters Score -8683666 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -8683762.000000 Penalty: 5328.894531
	Iteration 36Q: 3 clusters Score -8683762 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8683833.000000 Penalty: 5328.894531
	Iteration 37Q: 3 clusters Score -8683833 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8683860.000000 Penalty: 5328.894531
	Iteration 38Q: 3 clusters Score -8683860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8683906.000000 Penalty: 5328.894531
	Iteration 39Q: 3 clusters Score -8683906 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8683959.000000 Penalty: 5328.894531
	Iteration 40F: 3 clusters Score -8683959 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8683994.000000 Penalty: 5328.894531
	Iteration 41Q: 3 clusters Score -8683994 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8684015.000000 Penalty: 5328.894531
	Iteration 42Q: 3 clusters Score -8684015 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8684042.000000 Penalty: 5328.894531
	Iteration 43Q: 3 clusters Score -8684042 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8684094.000000 Penalty: 5328.894531
	Iteration 44Q: 3 clusters Score -8684094 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8684161.000000 Penalty: 5328.894531
	Iteration 45Q: 3 clusters Score -8684161 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8684184.000000 Penalty: 5328.894531
	Iteration 46Q: 3 clusters Score -8684184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8684220.000000 Penalty: 5328.894531
	Iteration 47Q: 3 clusters Score -8684220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8684223.000000 Penalty: 5328.894531
	Iteration 48Q: 3 clusters Score -8684223 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8684238.000000 Penalty: 5328.894531
	Iteration 49Q: 3 clusters Score -8684238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8684258.000000 Penalty: 5328.894531
	Iteration 50Q: 3 clusters Score -8684258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8684269.000000 Penalty: 5328.894531
	Iteration 51Q: 3 clusters Score -8684269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8684293.000000 Penalty: 5328.894531
	Iteration 52Q: 3 clusters Score -8684293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8684290.000000 Penalty: 5328.894531
	Iteration 53Q: 3 clusters Score -8684290 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8684307.000000 Penalty: 5328.894531
	Iteration 54Q: 3 clusters Score -8684307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8684307.000000 Penalty: 5328.894531
	Iteration 55Q: 3 clusters Score -8684307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8684310.000000 Penalty: 5328.894531
	Iteration 56Q: 3 clusters Score -8684310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8684311.000000 Penalty: 5328.894531
	Iteration 57Q: 3 clusters Score -8684311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8684311.000000 Penalty: 5328.894531
	Iteration 58Q: 3 clusters Score -8684311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8684323.000000 Penalty: 5328.894531
	Iteration 59Q: 3 clusters Score -8684323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8684323.000000 Penalty: 5328.894531
	Iteration 60F: 3 clusters Score -8684323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8684323.000000 Penalty: 5328.894531
	Iteration 61Q: 3 clusters Score -8684323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8684322.000000 Penalty: 5328.894531
	Iteration 62Q: 3 clusters Score -8684322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8684332.000000 Penalty: 5328.894531
	Iteration 63Q: 3 clusters Score -8684332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8684324.000000 Penalty: 5328.894531
	Iteration 64Q: 3 clusters Score -8684324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8684335.000000 Penalty: 5328.894531
	Iteration 65Q: 3 clusters Score -8684335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8684335.000000 Penalty: 5328.894531
	Iteration 66Q: 3 clusters Score -8684335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8684330.000000 Penalty: 5328.894531
	Iteration 67Q: 3 clusters Score -8684330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8684332.000000 Penalty: 5328.894531
	Iteration 68Q: 3 clusters Score -8684332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8684335.000000 Penalty: 5328.894531
	Iteration 69Q: 3 clusters Score -8684335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8684332.000000 Penalty: 5328.894531
	Iteration 70Q: 3 clusters Score -8684332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8684332.000000 Penalty: 5328.894531
	Iteration 71Q: 3 clusters Score -8684332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8684326.000000 Penalty: 5328.894531
	Iteration 72Q: 3 clusters Score -8684326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8684324.000000 Penalty: 5328.894531
	Iteration 73Q: 3 clusters Score -8684324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8684328.000000 Penalty: 5328.894531
	Iteration 74Q: 3 clusters Score -8684328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8684330.000000 Penalty: 5328.894531
	Iteration 75Q: 3 clusters Score -8684330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8684336.000000 Penalty: 5328.894531
	Iteration 76Q: 3 clusters Score -8684336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8684332.000000 Penalty: 5328.894531
	Iteration 77Q: 3 clusters Score -8684332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8684339.000000 Penalty: 5328.894531
	Iteration 78Q: 3 clusters Score -8684339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8684339.000000 Penalty: 5328.894531
	Iteration 79Q: 3 clusters Score -8684339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8684337.000000 Penalty: 5328.894531
	Iteration 80F: 3 clusters Score -8684337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8684331.000000 Penalty: 5328.894531
	Iteration 81Q: 3 clusters Score -8684331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8684327.000000 Penalty: 5328.894531
	Iteration 82Q: 3 clusters Score -8684327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8684328.000000 Penalty: 5328.894531
	Iteration 83Q: 3 clusters Score -8684328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8684327.000000 Penalty: 5328.894531
	Iteration 84Q: 3 clusters Score -8684327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8684329.000000 Penalty: 5328.894531
	Iteration 85Q: 3 clusters Score -8684329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8684331.000000 Penalty: 5328.894531
	Iteration 86Q: 3 clusters Score -8684331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8684345.000000 Penalty: 5328.894531
	Iteration 87Q: 3 clusters Score -8684345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8684338.000000 Penalty: 5328.894531
	Iteration 88Q: 3 clusters Score -8684338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8684340.000000 Penalty: 5328.894531
	Iteration 89Q: 3 clusters Score -8684340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8684339.000000 Penalty: 5328.894531
	Iteration 90Q: 3 clusters Score -8684339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8684341.000000 Penalty: 5328.894531
	Iteration 91Q: 3 clusters Score -8684341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8684337.000000 Penalty: 5328.894531
	Iteration 92Q: 3 clusters Score -8684337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8684336.000000 Penalty: 5328.894531
	Iteration 93Q: 3 clusters Score -8684336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5328.894531
	Iteration 94Q: 3 clusters Score -8684343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5328.894531
	Iteration 95Q: 3 clusters Score -8684343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5328.894531
	Iteration 96Q: 3 clusters Score -8684343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8684339.000000 Penalty: 5328.894531
	Iteration 97Q: 3 clusters Score -8684339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45252 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8684337.000000 Penalty: 5328.894531
	Iteration 98Q: 3 clusters Score -8684337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8684330.000000 Penalty: 5328.894531
	Iteration 99Q: 3 clusters Score -8684330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8684339.000000 Penalty: 5328.894531
	Iteration 100F: 3 clusters Score -8684339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8684338.000000 Penalty: 5328.894531
	Iteration 101Q: 3 clusters Score -8684338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5328.894531
	Iteration 102Q: 3 clusters Score -8684343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8684343.000000 Penalty: 5328.894531
	Iteration 103Q: 3 clusters Score -8684343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8684341.000000 Penalty: 5328.894531
	Iteration 104Q: 3 clusters Score -8684341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8684341.000000 Penalty: 5328.894531
	Iteration 105F: 3 clusters Score -8684341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Entering Unmasked Estep 
Score: -7821910.500000 Penalty: 2639.876465
	Iteration 0F: 2 clusters Score -7821910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -7793638.500000 Penalty: 5279.752930
	Iteration 0F: 3 clusters Score -7793638 nChanged 19276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -7804177.000000 Penalty: 5279.752930
	Iteration 1F: 3 clusters Score -7804177 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -7804722.500000 Penalty: 5279.752930
	Iteration 2Q: 3 clusters Score -7804722 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -7805227.500000 Penalty: 5279.752930
	Iteration 3Q: 3 clusters Score -7805228 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7805787.000000 Penalty: 5279.752930
	Iteration 4Q: 3 clusters Score -7805787 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -7806448.000000 Penalty: 5279.752930
	Iteration 5Q: 3 clusters Score -7806448 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -7807251.500000 Penalty: 5279.752930
	Iteration 6Q: 3 clusters Score -7807252 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -7808175.500000 Penalty: 5279.752930
	Iteration 7Q: 3 clusters Score -7808176 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -7809385.000000 Penalty: 5279.752930
	Iteration 8Q: 3 clusters Score -7809385 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -7810723.000000 Penalty: 5279.752930
	Iteration 9F: 3 clusters Score -7810723 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -7812132.000000 Penalty: 5279.752930
	Iteration 10F: 3 clusters Score -7812132 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -7813286.000000 Penalty: 5279.752930
	Iteration 11Q: 3 clusters Score -7813286 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -7814009.000000 Penalty: 5279.752930
	Iteration 12Q: 3 clusters Score -7814009 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -7814362.500000 Penalty: 5279.752930
	Iteration 13Q: 3 clusters Score -7814362 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -7814543.500000 Penalty: 5279.752930
	Iteration 14Q: 3 clusters Score -7814544 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -7814632.500000 Penalty: 5279.752930
	Iteration 15Q: 3 clusters Score -7814632 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -7814712.000000 Penalty: 5279.752930
	Iteration 16Q: 3 clusters Score -7814712 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -7814787.000000 Penalty: 5279.752930
	Iteration 17Q: 3 clusters Score -7814787 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -7814842.000000 Penalty: 5279.752930
	Iteration 18Q: 3 clusters Score -7814842 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -7814878.500000 Penalty: 5279.752930
	Iteration 19Q: 3 clusters Score -7814878 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -7814944.500000 Penalty: 5279.752930
	Iteration 20F: 3 clusters Score -7814944 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -7814972.500000 Penalty: 5279.752930
	Iteration 21Q: 3 clusters Score -7814972 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -7815016.500000 Penalty: 5279.752930
	Iteration 22Q: 3 clusters Score -7815016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -7815048.000000 Penalty: 5279.752930
	Iteration 23Q: 3 clusters Score -7815048 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -7815101.500000 Penalty: 5279.752930
	Iteration 24Q: 3 clusters Score -7815102 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -7815101.500000 Penalty: 5279.752930
	Iteration 25Q: 3 clusters Score -7815102 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -7815123.000000 Penalty: 5279.752930
	Iteration 26Q: 3 clusters Score -7815123 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -7815160.500000 Penalty: 5279.752930
	Iteration 27Q: 3 clusters Score -7815160 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -7815198.500000 Penalty: 5279.752930
	Iteration 28Q: 3 clusters Score -7815198 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -7815249.500000 Penalty: 5279.752930
	Iteration 29Q: 3 clusters Score -7815250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -7815313.000000 Penalty: 5279.752930
	Iteration 30Q: 3 clusters Score -7815313 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -7815347.500000 Penalty: 5279.752930
	Iteration 31Q: 3 clusters Score -7815348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7815373.000000 Penalty: 5279.752930
	Iteration 32Q: 3 clusters Score -7815373 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -7815424.500000 Penalty: 5279.752930
	Iteration 33Q: 3 clusters Score -7815424 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -7815477.500000 Penalty: 5279.752930
	Iteration 34Q: 3 clusters Score -7815478 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7815532.000000 Penalty: 5279.752930
	Iteration 35Q: 3 clusters Score -7815532 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -7815605.500000 Penalty: 5279.752930
	Iteration 36Q: 3 clusters Score -7815606 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -7815619.000000 Penalty: 5279.752930
	Iteration 37Q: 3 clusters Score -7815619 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -7815662.000000 Penalty: 5279.752930
	Iteration 38Q: 3 clusters Score -7815662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7815697.000000 Penalty: 5279.752930
	Iteration 39Q: 3 clusters Score -7815697 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7815756.500000 Penalty: 5279.752930
	Iteration 40F: 3 clusters Score -7815756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -7815798.000000 Penalty: 5279.752930
	Iteration 41Q: 3 clusters Score -7815798 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7815873.000000 Penalty: 5279.752930
	Iteration 42Q: 3 clusters Score -7815873 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7815887.000000 Penalty: 5279.752930
	Iteration 43Q: 3 clusters Score -7815887 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -7815935.500000 Penalty: 5279.752930
	Iteration 44Q: 3 clusters Score -7815936 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -7816005.000000 Penalty: 5279.752930
	Iteration 45Q: 3 clusters Score -7816005 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7816033.000000 Penalty: 5279.752930
	Iteration 46Q: 3 clusters Score -7816033 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -7816055.500000 Penalty: 5279.752930
	Iteration 47Q: 3 clusters Score -7816056 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -7816096.000000 Penalty: 5279.752930
	Iteration 48Q: 3 clusters Score -7816096 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -7816158.500000 Penalty: 5279.752930
	Iteration 49Q: 3 clusters Score -7816158 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -7816185.500000 Penalty: 5279.752930
	Iteration 50Q: 3 clusters Score -7816186 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7816230.500000 Penalty: 5279.752930
	Iteration 51Q: 3 clusters Score -7816230 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7816244.500000 Penalty: 5279.752930
	Iteration 52Q: 3 clusters Score -7816244 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -7816291.500000 Penalty: 5279.752930
	Iteration 53Q: 3 clusters Score -7816292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7816304.500000 Penalty: 5279.752930
	Iteration 54Q: 3 clusters Score -7816304 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -7816349.000000 Penalty: 5279.752930
	Iteration 55Q: 3 clusters Score -7816349 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -7816380.500000 Penalty: 5279.752930
	Iteration 56Q: 3 clusters Score -7816380 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -7816413.500000 Penalty: 5279.752930
	Iteration 57Q: 3 clusters Score -7816414 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -7816474.000000 Penalty: 5279.752930
	Iteration 58Q: 3 clusters Score -7816474 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 31571 members 
Entering Unmasked Estep 
Score: -7816518.500000 Penalty: 5279.752930
	Iteration 59Q: 3 clusters Score -7816518 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -7816531.500000 Penalty: 5279.752930
	Iteration 60F: 3 clusters Score -7816532 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -7816603.000000 Penalty: 5279.752930
	Iteration 61Q: 3 clusters Score -7816603 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7816648.500000 Penalty: 5279.752930
	Iteration 62Q: 3 clusters Score -7816648 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -7816706.000000 Penalty: 5279.752930
	Iteration 63Q: 3 clusters Score -7816706 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -7816737.000000 Penalty: 5279.752930
	Iteration 64Q: 3 clusters Score -7816737 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -7816800.000000 Penalty: 5279.752930
	Iteration 65Q: 3 clusters Score -7816800 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -7816883.000000 Penalty: 5279.752930
	Iteration 66Q: 3 clusters Score -7816883 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -7816917.500000 Penalty: 5279.752930
	Iteration 67Q: 3 clusters Score -7816918 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -7816966.000000 Penalty: 5279.752930
	Iteration 68Q: 3 clusters Score -7816966 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -7817021.000000 Penalty: 5279.752930
	Iteration 69Q: 3 clusters Score -7817021 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -7817050.500000 Penalty: 5279.752930
	Iteration 70Q: 3 clusters Score -7817050 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -7817104.500000 Penalty: 5279.752930
	Iteration 71Q: 3 clusters Score -7817104 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -7817131.500000 Penalty: 5279.752930
	Iteration 72Q: 3 clusters Score -7817132 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -7817195.500000 Penalty: 5279.752930
	Iteration 73Q: 3 clusters Score -7817196 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -7817252.500000 Penalty: 5279.752930
	Iteration 74Q: 3 clusters Score -7817252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -7817310.500000 Penalty: 5279.752930
	Iteration 75Q: 3 clusters Score -7817310 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -7817392.000000 Penalty: 5279.752930
	Iteration 76Q: 3 clusters Score -7817392 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -7817444.500000 Penalty: 5279.752930
	Iteration 77Q: 3 clusters Score -7817444 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -7817518.000000 Penalty: 5279.752930
	Iteration 78Q: 3 clusters Score -7817518 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -7817580.500000 Penalty: 5279.752930
	Iteration 79Q: 3 clusters Score -7817580 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7817650.000000 Penalty: 5279.752930
	Iteration 80F: 3 clusters Score -7817650 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -7817722.000000 Penalty: 5279.752930
	Iteration 81Q: 3 clusters Score -7817722 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7817791.500000 Penalty: 5279.752930
	Iteration 82Q: 3 clusters Score -7817792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7817872.000000 Penalty: 5279.752930
	Iteration 83Q: 3 clusters Score -7817872 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7817923.500000 Penalty: 5279.752930
	Iteration 84Q: 3 clusters Score -7817924 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7818015.500000 Penalty: 5279.752930
	Iteration 85Q: 3 clusters Score -7818016 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -7818085.500000 Penalty: 5279.752930
	Iteration 86Q: 3 clusters Score -7818086 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -7818165.500000 Penalty: 5279.752930
	Iteration 87Q: 3 clusters Score -7818166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 37903 members 
Entering Unmasked Estep 
Score: -7818251.000000 Penalty: 5279.752930
	Iteration 88Q: 3 clusters Score -7818251 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -7818346.000000 Penalty: 5279.752930
	Iteration 89Q: 3 clusters Score -7818346 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -7818430.500000 Penalty: 5279.752930
	Iteration 90Q: 3 clusters Score -7818430 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7818524.500000 Penalty: 5279.752930
	Iteration 91Q: 3 clusters Score -7818524 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -7818625.500000 Penalty: 5279.752930
	Iteration 92Q: 3 clusters Score -7818626 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7818681.500000 Penalty: 5279.752930
	Iteration 93Q: 3 clusters Score -7818682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7818766.000000 Penalty: 5279.752930
	Iteration 94Q: 3 clusters Score -7818766 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -7818853.000000 Penalty: 5279.752930
	Iteration 95Q: 3 clusters Score -7818853 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -7818922.000000 Penalty: 5279.752930
	Iteration 96Q: 3 clusters Score -7818922 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -7819005.500000 Penalty: 5279.752930
	Iteration 97Q: 3 clusters Score -7819006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 39793 members 
Entering Unmasked Estep 
Score: -7819072.500000 Penalty: 5279.752930
	Iteration 98Q: 3 clusters Score -7819072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7819121.500000 Penalty: 5279.752930
	Iteration 99Q: 3 clusters Score -7819122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 40010 members 
Entering Unmasked Estep 
Score: -7819177.000000 Penalty: 5279.752930
	Iteration 100F: 3 clusters Score -7819177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -7819226.500000 Penalty: 5279.752930
	Iteration 101Q: 3 clusters Score -7819226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7819261.000000 Penalty: 5279.752930
	Iteration 102Q: 3 clusters Score -7819261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7819316.500000 Penalty: 5279.752930
	Iteration 103Q: 3 clusters Score -7819316 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7819347.000000 Penalty: 5279.752930
	Iteration 104Q: 3 clusters Score -7819347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7819385.500000 Penalty: 5279.752930
	Iteration 105Q: 3 clusters Score -7819386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -7819392.500000 Penalty: 5279.752930
	Iteration 106Q: 3 clusters Score -7819392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7819401.000000 Penalty: 5279.752930
	Iteration 107Q: 3 clusters Score -7819401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7819413.500000 Penalty: 5279.752930
	Iteration 108Q: 3 clusters Score -7819414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7819442.500000 Penalty: 5279.752930
	Iteration 109Q: 3 clusters Score -7819442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7819460.000000 Penalty: 5279.752930
	Iteration 110Q: 3 clusters Score -7819460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -7819460.500000 Penalty: 5279.752930
	Iteration 111Q: 3 clusters Score -7819460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40611 members 
Entering Unmasked Estep 
Score: -7819474.000000 Penalty: 5279.752930
	Iteration 112Q: 3 clusters Score -7819474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7819474.000000 Penalty: 5279.752930
	Iteration 113Q: 3 clusters Score -7819474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7819482.500000 Penalty: 5279.752930
	Iteration 114Q: 3 clusters Score -7819482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7819491.500000 Penalty: 5279.752930
	Iteration 115Q: 3 clusters Score -7819492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -7819517.000000 Penalty: 5279.752930
	Iteration 116Q: 3 clusters Score -7819517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -7819522.500000 Penalty: 5279.752930
	Iteration 117Q: 3 clusters Score -7819522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -7819544.500000 Penalty: 5279.752930
	Iteration 118Q: 3 clusters Score -7819544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7819551.500000 Penalty: 5279.752930
	Iteration 119Q: 3 clusters Score -7819552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7819548.500000 Penalty: 5279.752930
	Iteration 120F: 3 clusters Score -7819548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -7819559.500000 Penalty: 5279.752930
	Iteration 121Q: 3 clusters Score -7819560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -7819562.500000 Penalty: 5279.752930
	Iteration 122Q: 3 clusters Score -7819562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -7819564.000000 Penalty: 5279.752930
	Iteration 123Q: 3 clusters Score -7819564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7819581.500000 Penalty: 5279.752930
	Iteration 124Q: 3 clusters Score -7819582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -7819584.000000 Penalty: 5279.752930
	Iteration 125Q: 3 clusters Score -7819584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -7819592.000000 Penalty: 5279.752930
	Iteration 126Q: 3 clusters Score -7819592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -7819583.500000 Penalty: 5279.752930
	Iteration 127Q: 3 clusters Score -7819584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -7819590.000000 Penalty: 5279.752930
	Iteration 128Q: 3 clusters Score -7819590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40813 members 
Entering Unmasked Estep 
Score: -7819585.500000 Penalty: 5279.752930
	Iteration 129Q: 3 clusters Score -7819586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 5279.752930
	Iteration 130Q: 3 clusters Score -7819594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7819590.500000 Penalty: 5279.752930
	Iteration 131Q: 3 clusters Score -7819590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -7819593.000000 Penalty: 5279.752930
	Iteration 132Q: 3 clusters Score -7819593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -7819595.000000 Penalty: 5279.752930
	Iteration 133Q: 3 clusters Score -7819595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7819605.000000 Penalty: 5279.752930
	Iteration 134Q: 3 clusters Score -7819605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -7819618.000000 Penalty: 5279.752930
	Iteration 135Q: 3 clusters Score -7819618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -7819620.000000 Penalty: 5279.752930
	Iteration 136Q: 3 clusters Score -7819620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7819618.500000 Penalty: 5279.752930
	Iteration 137Q: 3 clusters Score -7819618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -7819622.000000 Penalty: 5279.752930
	Iteration 138Q: 3 clusters Score -7819622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -7819627.500000 Penalty: 5279.752930
	Iteration 139Q: 3 clusters Score -7819628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7819642.500000 Penalty: 5279.752930
	Iteration 140F: 3 clusters Score -7819642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7819654.500000 Penalty: 5279.752930
	Iteration 141Q: 3 clusters Score -7819654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7819647.000000 Penalty: 5279.752930
	Iteration 142Q: 3 clusters Score -7819647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -7819645.500000 Penalty: 5279.752930
	Iteration 143Q: 3 clusters Score -7819646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7819649.000000 Penalty: 5279.752930
	Iteration 144Q: 3 clusters Score -7819649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -7819646.000000 Penalty: 5279.752930
	Iteration 145Q: 3 clusters Score -7819646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -7819650.000000 Penalty: 5279.752930
	Iteration 146Q: 3 clusters Score -7819650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -7819648.500000 Penalty: 5279.752930
	Iteration 147Q: 3 clusters Score -7819648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -7819644.500000 Penalty: 5279.752930
	Iteration 148Q: 3 clusters Score -7819644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7819646.500000 Penalty: 5279.752930
	Iteration 149Q: 3 clusters Score -7819646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -7819646.500000 Penalty: 5279.752930
	Iteration 150F: 3 clusters Score -7819646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Entering Unmasked Estep 
Score: -9773958.000000 Penalty: 2692.104736
	Iteration 0F: 2 clusters Score -9773958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -9743164.000000 Penalty: 5384.209473
	Iteration 0F: 3 clusters Score -9743164 nChanged 24099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -9756673.000000 Penalty: 5384.209473
	Iteration 1F: 3 clusters Score -9756673 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -9757457.000000 Penalty: 5384.209473
	Iteration 2Q: 3 clusters Score -9757457 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -9758177.000000 Penalty: 5384.209473
	Iteration 3Q: 3 clusters Score -9758177 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -9758926.000000 Penalty: 5384.209473
	Iteration 4Q: 3 clusters Score -9758926 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -9759929.000000 Penalty: 5384.209473
	Iteration 5Q: 3 clusters Score -9759929 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -9761256.000000 Penalty: 5384.209473
	Iteration 6Q: 3 clusters Score -9761256 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -9763185.000000 Penalty: 5384.209473
	Iteration 7F: 3 clusters Score -9763185 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -9765667.000000 Penalty: 5384.209473
	Iteration 8F: 3 clusters Score -9765667 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -9768457.000000 Penalty: 5384.209473
	Iteration 9F: 3 clusters Score -9768457 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -9770616.000000 Penalty: 5384.209473
	Iteration 10F: 3 clusters Score -9770616 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -9771842.000000 Penalty: 5384.209473
	Iteration 11Q: 3 clusters Score -9771842 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -9772461.000000 Penalty: 5384.209473
	Iteration 12Q: 3 clusters Score -9772461 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -9772748.000000 Penalty: 5384.209473
	Iteration 13Q: 3 clusters Score -9772748 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -9772916.000000 Penalty: 5384.209473
	Iteration 14Q: 3 clusters Score -9772916 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -9773123.000000 Penalty: 5384.209473
	Iteration 15Q: 3 clusters Score -9773123 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -9773212.000000 Penalty: 5384.209473
	Iteration 16Q: 3 clusters Score -9773212 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -9773333.000000 Penalty: 5384.209473
	Iteration 17Q: 3 clusters Score -9773333 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -9773404.000000 Penalty: 5384.209473
	Iteration 18Q: 3 clusters Score -9773404 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -9773458.000000 Penalty: 5384.209473
	Iteration 19Q: 3 clusters Score -9773458 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -9773529.000000 Penalty: 5384.209473
	Iteration 20F: 3 clusters Score -9773529 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -9773592.000000 Penalty: 5384.209473
	Iteration 21Q: 3 clusters Score -9773592 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -9773633.000000 Penalty: 5384.209473
	Iteration 22Q: 3 clusters Score -9773633 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -9773664.000000 Penalty: 5384.209473
	Iteration 23Q: 3 clusters Score -9773664 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -9773713.000000 Penalty: 5384.209473
	Iteration 24Q: 3 clusters Score -9773713 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -9773730.000000 Penalty: 5384.209473
	Iteration 25Q: 3 clusters Score -9773730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -9773738.000000 Penalty: 5384.209473
	Iteration 26Q: 3 clusters Score -9773738 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -9773739.000000 Penalty: 5384.209473
	Iteration 27Q: 3 clusters Score -9773739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -9773736.000000 Penalty: 5384.209473
	Iteration 28Q: 3 clusters Score -9773736 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -9773748.000000 Penalty: 5384.209473
	Iteration 29Q: 3 clusters Score -9773748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -9773744.000000 Penalty: 5384.209473
	Iteration 30Q: 3 clusters Score -9773744 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -9773746.000000 Penalty: 5384.209473
	Iteration 31Q: 3 clusters Score -9773746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9773766.000000 Penalty: 5384.209473
	Iteration 32Q: 3 clusters Score -9773766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -9773802.000000 Penalty: 5384.209473
	Iteration 33Q: 3 clusters Score -9773802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -9773781.000000 Penalty: 5384.209473
	Iteration 34Q: 3 clusters Score -9773781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -9773791.000000 Penalty: 5384.209473
	Iteration 35Q: 3 clusters Score -9773791 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -9773815.000000 Penalty: 5384.209473
	Iteration 36Q: 3 clusters Score -9773815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -9773815.000000 Penalty: 5384.209473
	Iteration 37Q: 3 clusters Score -9773815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -9773820.000000 Penalty: 5384.209473
	Iteration 38Q: 3 clusters Score -9773820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -9773828.000000 Penalty: 5384.209473
	Iteration 39Q: 3 clusters Score -9773828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -9773837.000000 Penalty: 5384.209473
	Iteration 40F: 3 clusters Score -9773837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -9773820.000000 Penalty: 5384.209473
	Iteration 41Q: 3 clusters Score -9773820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -9773829.000000 Penalty: 5384.209473
	Iteration 42Q: 3 clusters Score -9773829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -9773820.000000 Penalty: 5384.209473
	Iteration 43Q: 3 clusters Score -9773820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -9773817.000000 Penalty: 5384.209473
	Iteration 44Q: 3 clusters Score -9773817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -9773821.000000 Penalty: 5384.209473
	Iteration 45Q: 3 clusters Score -9773821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -9773803.000000 Penalty: 5384.209473
	Iteration 46Q: 3 clusters Score -9773803 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -9773808.000000 Penalty: 5384.209473
	Iteration 47Q: 3 clusters Score -9773808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -9773796.000000 Penalty: 5384.209473
	Iteration 48Q: 3 clusters Score -9773796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -9773810.000000 Penalty: 5384.209473
	Iteration 49Q: 3 clusters Score -9773810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -9773807.000000 Penalty: 5384.209473
	Iteration 50Q: 3 clusters Score -9773807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -9773817.000000 Penalty: 5384.209473
	Iteration 51Q: 3 clusters Score -9773817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -9773816.000000 Penalty: 5384.209473
	Iteration 52Q: 3 clusters Score -9773816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -9773821.000000 Penalty: 5384.209473
	Iteration 53Q: 3 clusters Score -9773821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -9773819.000000 Penalty: 5384.209473
	Iteration 54Q: 3 clusters Score -9773819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -9773812.000000 Penalty: 5384.209473
	Iteration 55Q: 3 clusters Score -9773812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -9773814.000000 Penalty: 5384.209473
	Iteration 56Q: 3 clusters Score -9773814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -9773814.000000 Penalty: 5384.209473
	Iteration 57F: 3 clusters Score -9773814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Entering Unmasked Estep 
Score: -7341448.500000 Penalty: 2623.542969
	Iteration 0F: 2 clusters Score -7341448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -7314928.000000 Penalty: 5247.085938
	Iteration 0F: 3 clusters Score -7314928 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -7324686.000000 Penalty: 5247.085938
	Iteration 1F: 3 clusters Score -7324686 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -7325322.500000 Penalty: 5247.085938
	Iteration 2Q: 3 clusters Score -7325322 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7326009.500000 Penalty: 5247.085938
	Iteration 3Q: 3 clusters Score -7326010 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -7326847.000000 Penalty: 5247.085938
	Iteration 4Q: 3 clusters Score -7326847 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7327815.500000 Penalty: 5247.085938
	Iteration 5Q: 3 clusters Score -7327816 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -7328975.500000 Penalty: 5247.085938
	Iteration 6F: 3 clusters Score -7328976 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -7330514.000000 Penalty: 5247.085938
	Iteration 7F: 3 clusters Score -7330514 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -7332433.500000 Penalty: 5247.085938
	Iteration 8F: 3 clusters Score -7332434 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -7334733.500000 Penalty: 5247.085938
	Iteration 9F: 3 clusters Score -7334734 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -7336797.000000 Penalty: 5247.085938
	Iteration 10F: 3 clusters Score -7336797 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -7337949.500000 Penalty: 5247.085938
	Iteration 11Q: 3 clusters Score -7337950 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -7338483.000000 Penalty: 5247.085938
	Iteration 12Q: 3 clusters Score -7338483 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7338718.000000 Penalty: 5247.085938
	Iteration 13Q: 3 clusters Score -7338718 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -7338912.500000 Penalty: 5247.085938
	Iteration 14Q: 3 clusters Score -7338912 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -7339079.500000 Penalty: 5247.085938
	Iteration 15Q: 3 clusters Score -7339080 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -7339195.000000 Penalty: 5247.085938
	Iteration 16Q: 3 clusters Score -7339195 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -7339282.000000 Penalty: 5247.085938
	Iteration 17Q: 3 clusters Score -7339282 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -7339383.500000 Penalty: 5247.085938
	Iteration 18Q: 3 clusters Score -7339384 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -7339471.500000 Penalty: 5247.085938
	Iteration 19Q: 3 clusters Score -7339472 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -7339547.000000 Penalty: 5247.085938
	Iteration 20F: 3 clusters Score -7339547 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -7339607.000000 Penalty: 5247.085938
	Iteration 21Q: 3 clusters Score -7339607 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -7339714.500000 Penalty: 5247.085938
	Iteration 22Q: 3 clusters Score -7339714 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -7339793.000000 Penalty: 5247.085938
	Iteration 23Q: 3 clusters Score -7339793 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7339866.500000 Penalty: 5247.085938
	Iteration 24Q: 3 clusters Score -7339866 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -7339902.500000 Penalty: 5247.085938
	Iteration 25Q: 3 clusters Score -7339902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -7339953.500000 Penalty: 5247.085938
	Iteration 26Q: 3 clusters Score -7339954 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -7340007.000000 Penalty: 5247.085938
	Iteration 27Q: 3 clusters Score -7340007 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -7340043.500000 Penalty: 5247.085938
	Iteration 28Q: 3 clusters Score -7340044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -7340026.000000 Penalty: 5247.085938
	Iteration 29Q: 3 clusters Score -7340026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -7340052.000000 Penalty: 5247.085938
	Iteration 30Q: 3 clusters Score -7340052 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -7340060.000000 Penalty: 5247.085938
	Iteration 31Q: 3 clusters Score -7340060 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -7340078.500000 Penalty: 5247.085938
	Iteration 32Q: 3 clusters Score -7340078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7340083.000000 Penalty: 5247.085938
	Iteration 33Q: 3 clusters Score -7340083 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -7340073.500000 Penalty: 5247.085938
	Iteration 34Q: 3 clusters Score -7340074 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -7340081.500000 Penalty: 5247.085938
	Iteration 35Q: 3 clusters Score -7340082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7340082.000000 Penalty: 5247.085938
	Iteration 36Q: 3 clusters Score -7340082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 36538 members 
Entering Unmasked Estep 
Score: -7340100.500000 Penalty: 5247.085938
	Iteration 37Q: 3 clusters Score -7340100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7340116.500000 Penalty: 5247.085938
	Iteration 38Q: 3 clusters Score -7340116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -7340126.500000 Penalty: 5247.085938
	Iteration 39Q: 3 clusters Score -7340126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -7340120.000000 Penalty: 5247.085938
	Iteration 40F: 3 clusters Score -7340120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7340120.000000 Penalty: 5247.085938
	Iteration 41Q: 3 clusters Score -7340120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -7340129.500000 Penalty: 5247.085938
	Iteration 42Q: 3 clusters Score -7340130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 36761 members 
Entering Unmasked Estep 
Score: -7340112.000000 Penalty: 5247.085938
	Iteration 43Q: 3 clusters Score -7340112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7340105.000000 Penalty: 5247.085938
	Iteration 44Q: 3 clusters Score -7340105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -7340107.000000 Penalty: 5247.085938
	Iteration 45Q: 3 clusters Score -7340107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -7340107.000000 Penalty: 5247.085938
	Iteration 46Q: 3 clusters Score -7340107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -7340106.000000 Penalty: 5247.085938
	Iteration 47Q: 3 clusters Score -7340106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -7340104.000000 Penalty: 5247.085938
	Iteration 48Q: 3 clusters Score -7340104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 36808 members 
Entering Unmasked Estep 
Score: -7340103.500000 Penalty: 5247.085938
	Iteration 49Q: 3 clusters Score -7340104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -7340109.500000 Penalty: 5247.085938
	Iteration 50Q: 3 clusters Score -7340110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -7340116.500000 Penalty: 5247.085938
	Iteration 51Q: 3 clusters Score -7340116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -7340115.500000 Penalty: 5247.085938
	Iteration 52Q: 3 clusters Score -7340116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -7340114.500000 Penalty: 5247.085938
	Iteration 53Q: 3 clusters Score -7340114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7340121.000000 Penalty: 5247.085938
	Iteration 54Q: 3 clusters Score -7340121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7340119.500000 Penalty: 5247.085938
	Iteration 55Q: 3 clusters Score -7340120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -7340122.500000 Penalty: 5247.085938
	Iteration 56Q: 3 clusters Score -7340122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7340125.500000 Penalty: 5247.085938
	Iteration 57Q: 3 clusters Score -7340126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -7340132.500000 Penalty: 5247.085938
	Iteration 58Q: 3 clusters Score -7340132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -7340135.500000 Penalty: 5247.085938
	Iteration 59Q: 3 clusters Score -7340136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -7340137.000000 Penalty: 5247.085938
	Iteration 60F: 3 clusters Score -7340137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -7340134.500000 Penalty: 5247.085938
	Iteration 61Q: 3 clusters Score -7340134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -7340126.500000 Penalty: 5247.085938
	Iteration 62Q: 3 clusters Score -7340126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7340153.500000 Penalty: 5247.085938
	Iteration 63Q: 3 clusters Score -7340154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -7340151.500000 Penalty: 5247.085938
	Iteration 64Q: 3 clusters Score -7340152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -7340156.000000 Penalty: 5247.085938
	Iteration 65Q: 3 clusters Score -7340156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -7340150.000000 Penalty: 5247.085938
	Iteration 66Q: 3 clusters Score -7340150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -7340148.000000 Penalty: 5247.085938
	Iteration 67Q: 3 clusters Score -7340148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -7340153.500000 Penalty: 5247.085938
	Iteration 68Q: 3 clusters Score -7340154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -7340157.500000 Penalty: 5247.085938
	Iteration 69Q: 3 clusters Score -7340158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -7340168.000000 Penalty: 5247.085938
	Iteration 70Q: 3 clusters Score -7340168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -7340166.000000 Penalty: 5247.085938
	Iteration 71Q: 3 clusters Score -7340166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -7340165.500000 Penalty: 5247.085938
	Iteration 72Q: 3 clusters Score -7340166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7340155.500000 Penalty: 5247.085938
	Iteration 73Q: 3 clusters Score -7340156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7340157.500000 Penalty: 5247.085938
	Iteration 74Q: 3 clusters Score -7340158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -7340171.500000 Penalty: 5247.085938
	Iteration 75Q: 3 clusters Score -7340172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -7340174.000000 Penalty: 5247.085938
	Iteration 76Q: 3 clusters Score -7340174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -7340181.500000 Penalty: 5247.085938
	Iteration 77Q: 3 clusters Score -7340182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7340175.000000 Penalty: 5247.085938
	Iteration 78Q: 3 clusters Score -7340175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -7340175.500000 Penalty: 5247.085938
	Iteration 79Q: 3 clusters Score -7340176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -7340170.500000 Penalty: 5247.085938
	Iteration 80F: 3 clusters Score -7340170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -7340171.500000 Penalty: 5247.085938
	Iteration 81Q: 3 clusters Score -7340172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -7340173.500000 Penalty: 5247.085938
	Iteration 82Q: 3 clusters Score -7340174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -7340173.000000 Penalty: 5247.085938
	Iteration 83Q: 3 clusters Score -7340173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -7340178.000000 Penalty: 5247.085938
	Iteration 84Q: 3 clusters Score -7340178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7340174.000000 Penalty: 5247.085938
	Iteration 85Q: 3 clusters Score -7340174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -7340170.000000 Penalty: 5247.085938
	Iteration 86Q: 3 clusters Score -7340170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7340181.500000 Penalty: 5247.085938
	Iteration 87Q: 3 clusters Score -7340182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7340180.000000 Penalty: 5247.085938
	Iteration 88Q: 3 clusters Score -7340180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -7340177.500000 Penalty: 5247.085938
	Iteration 89Q: 3 clusters Score -7340178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -7340170.000000 Penalty: 5247.085938
	Iteration 90Q: 3 clusters Score -7340170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -7340172.000000 Penalty: 5247.085938
	Iteration 91Q: 3 clusters Score -7340172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -7340176.500000 Penalty: 5247.085938
	Iteration 92Q: 3 clusters Score -7340176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -7340176.000000 Penalty: 5247.085938
	Iteration 93Q: 3 clusters Score -7340176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -7340174.500000 Penalty: 5247.085938
	Iteration 94Q: 3 clusters Score -7340174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -7340174.000000 Penalty: 5247.085938
	Iteration 95Q: 3 clusters Score -7340174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -7340178.000000 Penalty: 5247.085938
	Iteration 96Q: 3 clusters Score -7340178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -7340180.500000 Penalty: 5247.085938
	Iteration 97Q: 3 clusters Score -7340180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -7340177.000000 Penalty: 5247.085938
	Iteration 98Q: 3 clusters Score -7340177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -7340177.000000 Penalty: 5247.085938
	Iteration 99Q: 3 clusters Score -7340177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -7340177.000000 Penalty: 5247.085938
	Iteration 100F: 3 clusters Score -7340177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7340181.000000 Penalty: 5247.085938
	Iteration 101Q: 3 clusters Score -7340181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -7340181.000000 Penalty: 5247.085938
	Iteration 102F: 3 clusters Score -7340181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Entering Unmasked Estep 
Score: -9150926.000000 Penalty: 2674.752197
	Iteration 0F: 2 clusters Score -9150926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -9120851.000000 Penalty: 5349.504395
	Iteration 0F: 3 clusters Score -9120851 nChanged 22254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -9133483.000000 Penalty: 5349.504395
	Iteration 1F: 3 clusters Score -9133483 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -9134153.000000 Penalty: 5349.504395
	Iteration 2Q: 3 clusters Score -9134153 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -9135047.000000 Penalty: 5349.504395
	Iteration 3Q: 3 clusters Score -9135047 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -9136016.000000 Penalty: 5349.504395
	Iteration 4F: 3 clusters Score -9136016 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31551 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -9137245.000000 Penalty: 5349.504395
	Iteration 5F: 3 clusters Score -9137245 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -9138606.000000 Penalty: 5349.504395
	Iteration 6F: 3 clusters Score -9138606 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -9140367.000000 Penalty: 5349.504395
	Iteration 7F: 3 clusters Score -9140367 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -9142348.000000 Penalty: 5349.504395
	Iteration 8F: 3 clusters Score -9142348 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -9144234.000000 Penalty: 5349.504395
	Iteration 9F: 3 clusters Score -9144234 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -9146014.000000 Penalty: 5349.504395
	Iteration 10Q: 3 clusters Score -9146014 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -9147356.000000 Penalty: 5349.504395
	Iteration 11Q: 3 clusters Score -9147356 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9147944.000000 Penalty: 5349.504395
	Iteration 12Q: 3 clusters Score -9147944 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9148228.000000 Penalty: 5349.504395
	Iteration 13Q: 3 clusters Score -9148228 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47517 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9148384.000000 Penalty: 5349.504395
	Iteration 14Q: 3 clusters Score -9148384 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9148500.000000 Penalty: 5349.504395
	Iteration 15Q: 3 clusters Score -9148500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9148536.000000 Penalty: 5349.504395
	Iteration 16Q: 3 clusters Score -9148536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9148583.000000 Penalty: 5349.504395
	Iteration 17Q: 3 clusters Score -9148583 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9148603.000000 Penalty: 5349.504395
	Iteration 18Q: 3 clusters Score -9148603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9148622.000000 Penalty: 5349.504395
	Iteration 19Q: 3 clusters Score -9148622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9148640.000000 Penalty: 5349.504395
	Iteration 20F: 3 clusters Score -9148640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9148652.000000 Penalty: 5349.504395
	Iteration 21Q: 3 clusters Score -9148652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9148663.000000 Penalty: 5349.504395
	Iteration 22Q: 3 clusters Score -9148663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9148663.000000 Penalty: 5349.504395
	Iteration 23Q: 3 clusters Score -9148663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9148669.000000 Penalty: 5349.504395
	Iteration 24Q: 3 clusters Score -9148669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9148666.000000 Penalty: 5349.504395
	Iteration 25Q: 3 clusters Score -9148666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9148669.000000 Penalty: 5349.504395
	Iteration 26Q: 3 clusters Score -9148669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9148673.000000 Penalty: 5349.504395
	Iteration 27Q: 3 clusters Score -9148673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9148683.000000 Penalty: 5349.504395
	Iteration 28Q: 3 clusters Score -9148683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9148682.000000 Penalty: 5349.504395
	Iteration 29Q: 3 clusters Score -9148682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9148685.000000 Penalty: 5349.504395
	Iteration 30Q: 3 clusters Score -9148685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9148691.000000 Penalty: 5349.504395
	Iteration 31Q: 3 clusters Score -9148691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9148691.000000 Penalty: 5349.504395
	Iteration 32F: 3 clusters Score -9148691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Entering Unmasked Estep 
Score: -4206304.000000 Penalty: 2485.341064
	Iteration 0F: 2 clusters Score -4206304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -4190587.000000 Penalty: 4970.682129
	Iteration 0F: 3 clusters Score -4190587 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -4195939.500000 Penalty: 4970.682129
	Iteration 1F: 3 clusters Score -4195940 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -4196330.000000 Penalty: 4970.682129
	Iteration 2F: 3 clusters Score -4196330 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -4196638.500000 Penalty: 4970.682129
	Iteration 3Q: 3 clusters Score -4196638 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -4196990.500000 Penalty: 4970.682129
	Iteration 4Q: 3 clusters Score -4196990 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4197358.000000 Penalty: 4970.682129
	Iteration 5Q: 3 clusters Score -4197358 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -4197806.500000 Penalty: 4970.682129
	Iteration 6Q: 3 clusters Score -4197806 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4198403.000000 Penalty: 4970.682129
	Iteration 7Q: 3 clusters Score -4198403 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -4199162.000000 Penalty: 4970.682129
	Iteration 8F: 3 clusters Score -4199162 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4200217.500000 Penalty: 4970.682129
	Iteration 9F: 3 clusters Score -4200218 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4201361.500000 Penalty: 4970.682129
	Iteration 10F: 3 clusters Score -4201362 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4202430.000000 Penalty: 4970.682129
	Iteration 11F: 3 clusters Score -4202430 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4203212.000000 Penalty: 4970.682129
	Iteration 12Q: 3 clusters Score -4203212 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4203697.000000 Penalty: 4970.682129
	Iteration 13Q: 3 clusters Score -4203697 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4203926.500000 Penalty: 4970.682129
	Iteration 14Q: 3 clusters Score -4203926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4204049.500000 Penalty: 4970.682129
	Iteration 15Q: 3 clusters Score -4204050 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4204106.500000 Penalty: 4970.682129
	Iteration 16Q: 3 clusters Score -4204106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4204137.000000 Penalty: 4970.682129
	Iteration 17Q: 3 clusters Score -4204137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4204157.000000 Penalty: 4970.682129
	Iteration 18Q: 3 clusters Score -4204157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4204169.000000 Penalty: 4970.682129
	Iteration 19Q: 3 clusters Score -4204169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4204176.000000 Penalty: 4970.682129
	Iteration 20F: 3 clusters Score -4204176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4204182.500000 Penalty: 4970.682129
	Iteration 21Q: 3 clusters Score -4204182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4204185.500000 Penalty: 4970.682129
	Iteration 22Q: 3 clusters Score -4204186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4204191.500000 Penalty: 4970.682129
	Iteration 23Q: 3 clusters Score -4204192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4204189.000000 Penalty: 4970.682129
	Iteration 24Q: 3 clusters Score -4204189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4204192.000000 Penalty: 4970.682129
	Iteration 25Q: 3 clusters Score -4204192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4204192.000000 Penalty: 4970.682129
	Iteration 26Q: 3 clusters Score -4204192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4204196.500000 Penalty: 4970.682129
	Iteration 27Q: 3 clusters Score -4204196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4204197.500000 Penalty: 4970.682129
	Iteration 28Q: 3 clusters Score -4204198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4204199.500000 Penalty: 4970.682129
	Iteration 29Q: 3 clusters Score -4204200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4204199.500000 Penalty: 4970.682129
	Iteration 30F: 3 clusters Score -4204200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Entering Unmasked Estep 
Score: -8586874.000000 Penalty: 2664.666504
	Iteration 0F: 2 clusters Score -8586874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -8556397.000000 Penalty: 5329.333008
	Iteration 0F: 3 clusters Score -8556397 nChanged 21372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -8568275.000000 Penalty: 5329.333008
	Iteration 1F: 3 clusters Score -8568275 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8568768.000000 Penalty: 5329.333008
	Iteration 2Q: 3 clusters Score -8568768 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -8569325.000000 Penalty: 5329.333008
	Iteration 3Q: 3 clusters Score -8569325 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8569994.000000 Penalty: 5329.333008
	Iteration 4Q: 3 clusters Score -8569994 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -8570927.000000 Penalty: 5329.333008
	Iteration 5Q: 3 clusters Score -8570927 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -8572351.000000 Penalty: 5329.333008
	Iteration 6F: 3 clusters Score -8572351 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -8574412.000000 Penalty: 5329.333008
	Iteration 7F: 3 clusters Score -8574412 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -8577510.000000 Penalty: 5329.333008
	Iteration 8F: 3 clusters Score -8577510 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -8580973.000000 Penalty: 5329.333008
	Iteration 9F: 3 clusters Score -8580973 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -8583066.000000 Penalty: 5329.333008
	Iteration 10F: 3 clusters Score -8583066 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -8583945.000000 Penalty: 5329.333008
	Iteration 11Q: 3 clusters Score -8583945 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8584356.000000 Penalty: 5329.333008
	Iteration 12Q: 3 clusters Score -8584356 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -8584632.000000 Penalty: 5329.333008
	Iteration 13Q: 3 clusters Score -8584632 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8584833.000000 Penalty: 5329.333008
	Iteration 14Q: 3 clusters Score -8584833 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -8584966.000000 Penalty: 5329.333008
	Iteration 15Q: 3 clusters Score -8584966 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -8585068.000000 Penalty: 5329.333008
	Iteration 16Q: 3 clusters Score -8585068 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -8585164.000000 Penalty: 5329.333008
	Iteration 17Q: 3 clusters Score -8585164 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8585231.000000 Penalty: 5329.333008
	Iteration 18Q: 3 clusters Score -8585231 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -8585280.000000 Penalty: 5329.333008
	Iteration 19Q: 3 clusters Score -8585280 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -8585300.000000 Penalty: 5329.333008
	Iteration 20F: 3 clusters Score -8585300 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -8585345.000000 Penalty: 5329.333008
	Iteration 21Q: 3 clusters Score -8585345 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8585408.000000 Penalty: 5329.333008
	Iteration 22Q: 3 clusters Score -8585408 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -8585422.000000 Penalty: 5329.333008
	Iteration 23Q: 3 clusters Score -8585422 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -8585462.000000 Penalty: 5329.333008
	Iteration 24Q: 3 clusters Score -8585462 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -8585482.000000 Penalty: 5329.333008
	Iteration 25Q: 3 clusters Score -8585482 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -8585506.000000 Penalty: 5329.333008
	Iteration 26Q: 3 clusters Score -8585506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -8585546.000000 Penalty: 5329.333008
	Iteration 27Q: 3 clusters Score -8585546 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -8585576.000000 Penalty: 5329.333008
	Iteration 28Q: 3 clusters Score -8585576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8585605.000000 Penalty: 5329.333008
	Iteration 29Q: 3 clusters Score -8585605 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -8585596.000000 Penalty: 5329.333008
	Iteration 30Q: 3 clusters Score -8585596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -8585613.000000 Penalty: 5329.333008
	Iteration 31Q: 3 clusters Score -8585613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -8585631.000000 Penalty: 5329.333008
	Iteration 32Q: 3 clusters Score -8585631 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -8585634.000000 Penalty: 5329.333008
	Iteration 33Q: 3 clusters Score -8585634 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -8585661.000000 Penalty: 5329.333008
	Iteration 34Q: 3 clusters Score -8585661 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -8585675.000000 Penalty: 5329.333008
	Iteration 35Q: 3 clusters Score -8585675 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -8585674.000000 Penalty: 5329.333008
	Iteration 36Q: 3 clusters Score -8585674 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8585668.000000 Penalty: 5329.333008
	Iteration 37Q: 3 clusters Score -8585668 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -8585695.000000 Penalty: 5329.333008
	Iteration 38Q: 3 clusters Score -8585695 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -8585691.000000 Penalty: 5329.333008
	Iteration 39Q: 3 clusters Score -8585691 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -8585710.000000 Penalty: 5329.333008
	Iteration 40F: 3 clusters Score -8585710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -8585709.000000 Penalty: 5329.333008
	Iteration 41Q: 3 clusters Score -8585709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -8585738.000000 Penalty: 5329.333008
	Iteration 42Q: 3 clusters Score -8585738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8585727.000000 Penalty: 5329.333008
	Iteration 43Q: 3 clusters Score -8585727 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -8585723.000000 Penalty: 5329.333008
	Iteration 44Q: 3 clusters Score -8585723 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8585714.000000 Penalty: 5329.333008
	Iteration 45Q: 3 clusters Score -8585714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8585718.000000 Penalty: 5329.333008
	Iteration 46Q: 3 clusters Score -8585718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8585729.000000 Penalty: 5329.333008
	Iteration 47Q: 3 clusters Score -8585729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8585752.000000 Penalty: 5329.333008
	Iteration 48Q: 3 clusters Score -8585752 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -8585760.000000 Penalty: 5329.333008
	Iteration 49Q: 3 clusters Score -8585760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8585766.000000 Penalty: 5329.333008
	Iteration 50Q: 3 clusters Score -8585766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8585767.000000 Penalty: 5329.333008
	Iteration 51Q: 3 clusters Score -8585767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8585783.000000 Penalty: 5329.333008
	Iteration 52Q: 3 clusters Score -8585783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -8585786.000000 Penalty: 5329.333008
	Iteration 53Q: 3 clusters Score -8585786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8585785.000000 Penalty: 5329.333008
	Iteration 54Q: 3 clusters Score -8585785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8585775.000000 Penalty: 5329.333008
	Iteration 55Q: 3 clusters Score -8585775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -8585777.000000 Penalty: 5329.333008
	Iteration 56Q: 3 clusters Score -8585777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -8585772.000000 Penalty: 5329.333008
	Iteration 57Q: 3 clusters Score -8585772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -8585775.000000 Penalty: 5329.333008
	Iteration 58Q: 3 clusters Score -8585775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -8585773.000000 Penalty: 5329.333008
	Iteration 59Q: 3 clusters Score -8585773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -8585775.000000 Penalty: 5329.333008
	Iteration 60F: 3 clusters Score -8585775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8585785.000000 Penalty: 5329.333008
	Iteration 61Q: 3 clusters Score -8585785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -8585796.000000 Penalty: 5329.333008
	Iteration 62Q: 3 clusters Score -8585796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -8585793.000000 Penalty: 5329.333008
	Iteration 63Q: 3 clusters Score -8585793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8585800.000000 Penalty: 5329.333008
	Iteration 64Q: 3 clusters Score -8585800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -8585788.000000 Penalty: 5329.333008
	Iteration 65Q: 3 clusters Score -8585788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8585784.000000 Penalty: 5329.333008
	Iteration 66Q: 3 clusters Score -8585784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8585794.000000 Penalty: 5329.333008
	Iteration 67Q: 3 clusters Score -8585794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -8585785.000000 Penalty: 5329.333008
	Iteration 68Q: 3 clusters Score -8585785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8585789.000000 Penalty: 5329.333008
	Iteration 69Q: 3 clusters Score -8585789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -8585793.000000 Penalty: 5329.333008
	Iteration 70Q: 3 clusters Score -8585793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8585790.000000 Penalty: 5329.333008
	Iteration 71Q: 3 clusters Score -8585790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8585788.000000 Penalty: 5329.333008
	Iteration 72Q: 3 clusters Score -8585788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8585788.000000 Penalty: 5329.333008
	Iteration 73F: 3 clusters Score -8585788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -54718.601562 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -54718.6 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 152 members 
Entering Unmasked Estep 
Score: -53399.488281 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -53399.49 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -53515.503906 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -53515.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -53537.277344 Penalty: 2859.534668
	Iteration 2Q: 3 clusters Score -53537.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53553.128906 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -53553.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53557.417969 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -53557.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53557.417969 Penalty: 2859.534668
	Iteration 5F: 3 clusters Score -53557.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (49496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Entering Unmasked Estep 
Score: -9283432.000000 Penalty: 2680.792480
	Iteration 0F: 2 clusters Score -9283432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -9253685.000000 Penalty: 5361.584961
	Iteration 0F: 3 clusters Score -9253685 nChanged 22914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9266148.000000 Penalty: 5361.584961
	Iteration 1F: 3 clusters Score -9266148 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -9266619.000000 Penalty: 5361.584961
	Iteration 2Q: 3 clusters Score -9266619 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9266993.000000 Penalty: 5361.584961
	Iteration 3Q: 3 clusters Score -9266993 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -9267518.000000 Penalty: 5361.584961
	Iteration 4Q: 3 clusters Score -9267518 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -9268163.000000 Penalty: 5361.584961
	Iteration 5Q: 3 clusters Score -9268163 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -9269017.000000 Penalty: 5361.584961
	Iteration 6Q: 3 clusters Score -9269017 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -9270319.000000 Penalty: 5361.584961
	Iteration 7F: 3 clusters Score -9270319 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -9272480.000000 Penalty: 5361.584961
	Iteration 8F: 3 clusters Score -9272480 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -9275541.000000 Penalty: 5361.584961
	Iteration 9F: 3 clusters Score -9275541 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -9278786.000000 Penalty: 5361.584961
	Iteration 10F: 3 clusters Score -9278786 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -9280896.000000 Penalty: 5361.584961
	Iteration 11F: 3 clusters Score -9280896 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -9281257.000000 Penalty: 5361.584961
	Iteration 12Q: 3 clusters Score -9281257 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9281344.000000 Penalty: 5361.584961
	Iteration 13Q: 3 clusters Score -9281344 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9281365.000000 Penalty: 5361.584961
	Iteration 14Q: 3 clusters Score -9281365 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49070 members 
Entering Unmasked Estep 
Score: -9281411.000000 Penalty: 5361.584961
	Iteration 15Q: 3 clusters Score -9281411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49118 members 
Entering Unmasked Estep 
Score: -9281445.000000 Penalty: 5361.584961
	Iteration 16Q: 3 clusters Score -9281445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9281477.000000 Penalty: 5361.584961
	Iteration 17Q: 3 clusters Score -9281477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -9281496.000000 Penalty: 5361.584961
	Iteration 18Q: 3 clusters Score -9281496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -9281490.000000 Penalty: 5361.584961
	Iteration 19Q: 3 clusters Score -9281490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -9281483.000000 Penalty: 5361.584961
	Iteration 20F: 3 clusters Score -9281483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9281496.000000 Penalty: 5361.584961
	Iteration 21Q: 3 clusters Score -9281496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -9281484.000000 Penalty: 5361.584961
	Iteration 22Q: 3 clusters Score -9281484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9281496.000000 Penalty: 5361.584961
	Iteration 23Q: 3 clusters Score -9281496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -9281486.000000 Penalty: 5361.584961
	Iteration 24Q: 3 clusters Score -9281486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -9281486.000000 Penalty: 5361.584961
	Iteration 25F: 3 clusters Score -9281486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Entering Unmasked Estep 
Score: -8251004.000000 Penalty: 2653.712646
	Iteration 0F: 2 clusters Score -8251004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8221388.000000 Penalty: 5307.425293
	Iteration 0F: 3 clusters Score -8221388 nChanged 20342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -8232694.500000 Penalty: 5307.425293
	Iteration 1F: 3 clusters Score -8232694 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8233415.500000 Penalty: 5307.425293
	Iteration 2Q: 3 clusters Score -8233416 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8234238.500000 Penalty: 5307.425293
	Iteration 3Q: 3 clusters Score -8234238 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8235156.500000 Penalty: 5307.425293
	Iteration 4Q: 3 clusters Score -8235156 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8236256.500000 Penalty: 5307.425293
	Iteration 5Q: 3 clusters Score -8236256 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -8237572.000000 Penalty: 5307.425293
	Iteration 6Q: 3 clusters Score -8237572 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -8239074.500000 Penalty: 5307.425293
	Iteration 7F: 3 clusters Score -8239074 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -8240680.000000 Penalty: 5307.425293
	Iteration 8F: 3 clusters Score -8240680 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -8242228.500000 Penalty: 5307.425293
	Iteration 9F: 3 clusters Score -8242228 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -8243213.500000 Penalty: 5307.425293
	Iteration 10Q: 3 clusters Score -8243214 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -8243780.000000 Penalty: 5307.425293
	Iteration 11Q: 3 clusters Score -8243780 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8244051.500000 Penalty: 5307.425293
	Iteration 12Q: 3 clusters Score -8244052 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -8244203.500000 Penalty: 5307.425293
	Iteration 13Q: 3 clusters Score -8244204 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8244325.500000 Penalty: 5307.425293
	Iteration 14Q: 3 clusters Score -8244326 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -8244426.000000 Penalty: 5307.425293
	Iteration 15Q: 3 clusters Score -8244426 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -8244552.000000 Penalty: 5307.425293
	Iteration 16Q: 3 clusters Score -8244552 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8244670.000000 Penalty: 5307.425293
	Iteration 17Q: 3 clusters Score -8244670 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8244787.000000 Penalty: 5307.425293
	Iteration 18Q: 3 clusters Score -8244787 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8244923.500000 Penalty: 5307.425293
	Iteration 19Q: 3 clusters Score -8244924 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -8245070.000000 Penalty: 5307.425293
	Iteration 20F: 3 clusters Score -8245070 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -8245201.000000 Penalty: 5307.425293
	Iteration 21Q: 3 clusters Score -8245201 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8245357.500000 Penalty: 5307.425293
	Iteration 22Q: 3 clusters Score -8245358 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -8245477.000000 Penalty: 5307.425293
	Iteration 23Q: 3 clusters Score -8245477 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -8245589.000000 Penalty: 5307.425293
	Iteration 24Q: 3 clusters Score -8245589 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -8245708.500000 Penalty: 5307.425293
	Iteration 25Q: 3 clusters Score -8245708 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8245863.500000 Penalty: 5307.425293
	Iteration 26Q: 3 clusters Score -8245864 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -8245936.500000 Penalty: 5307.425293
	Iteration 27Q: 3 clusters Score -8245936 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -8246037.500000 Penalty: 5307.425293
	Iteration 28Q: 3 clusters Score -8246038 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -8246098.500000 Penalty: 5307.425293
	Iteration 29Q: 3 clusters Score -8246098 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -8246222.500000 Penalty: 5307.425293
	Iteration 30Q: 3 clusters Score -8246222 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8246386.500000 Penalty: 5307.425293
	Iteration 31Q: 3 clusters Score -8246386 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8246497.000000 Penalty: 5307.425293
	Iteration 32Q: 3 clusters Score -8246497 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -8246549.500000 Penalty: 5307.425293
	Iteration 33Q: 3 clusters Score -8246550 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -8246685.500000 Penalty: 5307.425293
	Iteration 34Q: 3 clusters Score -8246686 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -8246752.500000 Penalty: 5307.425293
	Iteration 35Q: 3 clusters Score -8246752 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -8246885.000000 Penalty: 5307.425293
	Iteration 36Q: 3 clusters Score -8246885 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -8246987.500000 Penalty: 5307.425293
	Iteration 37Q: 3 clusters Score -8246988 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -8247061.500000 Penalty: 5307.425293
	Iteration 38Q: 3 clusters Score -8247062 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -8247207.000000 Penalty: 5307.425293
	Iteration 39Q: 3 clusters Score -8247207 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -8247355.500000 Penalty: 5307.425293
	Iteration 40F: 3 clusters Score -8247356 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -8247488.500000 Penalty: 5307.425293
	Iteration 41Q: 3 clusters Score -8247488 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -8247639.500000 Penalty: 5307.425293
	Iteration 42Q: 3 clusters Score -8247640 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33511 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -8247759.000000 Penalty: 5307.425293
	Iteration 43Q: 3 clusters Score -8247759 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -8247881.000000 Penalty: 5307.425293
	Iteration 44Q: 3 clusters Score -8247881 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -8247986.000000 Penalty: 5307.425293
	Iteration 45Q: 3 clusters Score -8247986 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -8248070.500000 Penalty: 5307.425293
	Iteration 46Q: 3 clusters Score -8248070 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -8248207.500000 Penalty: 5307.425293
	Iteration 47Q: 3 clusters Score -8248208 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -8248337.500000 Penalty: 5307.425293
	Iteration 48Q: 3 clusters Score -8248338 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8248481.500000 Penalty: 5307.425293
	Iteration 49Q: 3 clusters Score -8248482 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -8248562.500000 Penalty: 5307.425293
	Iteration 50Q: 3 clusters Score -8248562 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -8248672.500000 Penalty: 5307.425293
	Iteration 51Q: 3 clusters Score -8248672 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -8248744.000000 Penalty: 5307.425293
	Iteration 52Q: 3 clusters Score -8248744 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8248805.000000 Penalty: 5307.425293
	Iteration 53Q: 3 clusters Score -8248805 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8248838.500000 Penalty: 5307.425293
	Iteration 54Q: 3 clusters Score -8248838 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -8248826.000000 Penalty: 5307.425293
	Iteration 55Q: 3 clusters Score -8248826 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -8248860.000000 Penalty: 5307.425293
	Iteration 56Q: 3 clusters Score -8248860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -8248919.500000 Penalty: 5307.425293
	Iteration 57Q: 3 clusters Score -8248920 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8248918.000000 Penalty: 5307.425293
	Iteration 58Q: 3 clusters Score -8248918 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -8248935.000000 Penalty: 5307.425293
	Iteration 59Q: 3 clusters Score -8248935 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8248981.000000 Penalty: 5307.425293
	Iteration 60F: 3 clusters Score -8248981 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8249024.500000 Penalty: 5307.425293
	Iteration 61Q: 3 clusters Score -8249024 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -8249065.500000 Penalty: 5307.425293
	Iteration 62Q: 3 clusters Score -8249066 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -8249088.500000 Penalty: 5307.425293
	Iteration 63Q: 3 clusters Score -8249088 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8249108.500000 Penalty: 5307.425293
	Iteration 64Q: 3 clusters Score -8249108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8249128.500000 Penalty: 5307.425293
	Iteration 65Q: 3 clusters Score -8249128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8249168.000000 Penalty: 5307.425293
	Iteration 66Q: 3 clusters Score -8249168 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8249164.500000 Penalty: 5307.425293
	Iteration 67Q: 3 clusters Score -8249164 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8249177.000000 Penalty: 5307.425293
	Iteration 68Q: 3 clusters Score -8249177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8249180.500000 Penalty: 5307.425293
	Iteration 69Q: 3 clusters Score -8249180 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8249190.500000 Penalty: 5307.425293
	Iteration 70Q: 3 clusters Score -8249190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8249197.000000 Penalty: 5307.425293
	Iteration 71Q: 3 clusters Score -8249197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8249200.500000 Penalty: 5307.425293
	Iteration 72Q: 3 clusters Score -8249200 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8249208.000000 Penalty: 5307.425293
	Iteration 73Q: 3 clusters Score -8249208 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8249222.000000 Penalty: 5307.425293
	Iteration 74Q: 3 clusters Score -8249222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8249201.000000 Penalty: 5307.425293
	Iteration 75Q: 3 clusters Score -8249201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8249216.500000 Penalty: 5307.425293
	Iteration 76Q: 3 clusters Score -8249216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8249227.500000 Penalty: 5307.425293
	Iteration 77Q: 3 clusters Score -8249228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8249235.000000 Penalty: 5307.425293
	Iteration 78Q: 3 clusters Score -8249235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8249236.000000 Penalty: 5307.425293
	Iteration 79Q: 3 clusters Score -8249236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8249234.000000 Penalty: 5307.425293
	Iteration 80F: 3 clusters Score -8249234 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8249233.500000 Penalty: 5307.425293
	Iteration 81Q: 3 clusters Score -8249234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8249228.000000 Penalty: 5307.425293
	Iteration 82Q: 3 clusters Score -8249228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8249224.000000 Penalty: 5307.425293
	Iteration 83Q: 3 clusters Score -8249224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8249225.500000 Penalty: 5307.425293
	Iteration 84Q: 3 clusters Score -8249226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8249229.000000 Penalty: 5307.425293
	Iteration 85Q: 3 clusters Score -8249229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8249235.500000 Penalty: 5307.425293
	Iteration 86Q: 3 clusters Score -8249236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8249234.000000 Penalty: 5307.425293
	Iteration 87Q: 3 clusters Score -8249234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8249236.000000 Penalty: 5307.425293
	Iteration 88Q: 3 clusters Score -8249236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8249233.000000 Penalty: 5307.425293
	Iteration 89Q: 3 clusters Score -8249233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8249242.500000 Penalty: 5307.425293
	Iteration 90Q: 3 clusters Score -8249242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8249239.000000 Penalty: 5307.425293
	Iteration 91Q: 3 clusters Score -8249239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8249228.000000 Penalty: 5307.425293
	Iteration 92Q: 3 clusters Score -8249228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8249235.500000 Penalty: 5307.425293
	Iteration 93Q: 3 clusters Score -8249236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8249231.500000 Penalty: 5307.425293
	Iteration 94Q: 3 clusters Score -8249232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8249233.500000 Penalty: 5307.425293
	Iteration 95Q: 3 clusters Score -8249234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8249237.000000 Penalty: 5307.425293
	Iteration 96Q: 3 clusters Score -8249237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8249238.000000 Penalty: 5307.425293
	Iteration 97Q: 3 clusters Score -8249238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8249239.500000 Penalty: 5307.425293
	Iteration 98Q: 3 clusters Score -8249240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42456 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8249235.500000 Penalty: 5307.425293
	Iteration 99Q: 3 clusters Score -8249236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8249234.000000 Penalty: 5307.425293
	Iteration 100F: 3 clusters Score -8249234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8249233.500000 Penalty: 5307.425293
	Iteration 101Q: 3 clusters Score -8249234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8249230.500000 Penalty: 5307.425293
	Iteration 102Q: 3 clusters Score -8249230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8249232.000000 Penalty: 5307.425293
	Iteration 103Q: 3 clusters Score -8249232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8249232.000000 Penalty: 5307.425293
	Iteration 104F: 3 clusters Score -8249232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Entering Unmasked Estep 
Score: -8227619.000000 Penalty: 2651.224365
	Iteration 0F: 2 clusters Score -8227619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -8198591.500000 Penalty: 5302.448730
	Iteration 0F: 3 clusters Score -8198592 nChanged 20207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -8209607.500000 Penalty: 5302.448730
	Iteration 1F: 3 clusters Score -8209608 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -8210281.500000 Penalty: 5302.448730
	Iteration 2Q: 3 clusters Score -8210282 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -8211336.500000 Penalty: 5302.448730
	Iteration 3F: 3 clusters Score -8211336 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -8212833.500000 Penalty: 5302.448730
	Iteration 4F: 3 clusters Score -8212834 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -8215081.000000 Penalty: 5302.448730
	Iteration 5F: 3 clusters Score -8215081 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8217932.000000 Penalty: 5302.448730
	Iteration 6F: 3 clusters Score -8217932 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -8220962.000000 Penalty: 5302.448730
	Iteration 7F: 3 clusters Score -8220962 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -8223346.000000 Penalty: 5302.448730
	Iteration 8F: 3 clusters Score -8223346 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8224974.500000 Penalty: 5302.448730
	Iteration 9Q: 3 clusters Score -8224974 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41806 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -8225873.500000 Penalty: 5302.448730
	Iteration 10Q: 3 clusters Score -8225874 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8226329.500000 Penalty: 5302.448730
	Iteration 11Q: 3 clusters Score -8226330 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8226615.500000 Penalty: 5302.448730
	Iteration 12Q: 3 clusters Score -8226616 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8226746.000000 Penalty: 5302.448730
	Iteration 13Q: 3 clusters Score -8226746 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8226797.000000 Penalty: 5302.448730
	Iteration 14Q: 3 clusters Score -8226797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8226805.000000 Penalty: 5302.448730
	Iteration 15Q: 3 clusters Score -8226805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8226821.500000 Penalty: 5302.448730
	Iteration 16Q: 3 clusters Score -8226822 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8226820.500000 Penalty: 5302.448730
	Iteration 17Q: 3 clusters Score -8226820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8226831.000000 Penalty: 5302.448730
	Iteration 18Q: 3 clusters Score -8226831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8226848.500000 Penalty: 5302.448730
	Iteration 19Q: 3 clusters Score -8226848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8226849.500000 Penalty: 5302.448730
	Iteration 20F: 3 clusters Score -8226850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8226855.500000 Penalty: 5302.448730
	Iteration 21Q: 3 clusters Score -8226856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8226853.500000 Penalty: 5302.448730
	Iteration 22Q: 3 clusters Score -8226854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8226855.000000 Penalty: 5302.448730
	Iteration 23Q: 3 clusters Score -8226855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8226855.000000 Penalty: 5302.448730
	Iteration 24F: 3 clusters Score -8226855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -189789.078125 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -189789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187830.390625 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -187830.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -188392.500000 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -188392.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -188746.734375 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -188746.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -188924.375000 Penalty: 3526.094727
	Iteration 3F: 3 clusters Score -188924.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -189017.453125 Penalty: 3526.094727
	Iteration 4Q: 3 clusters Score -189017.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -189067.000000 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -189067 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -189110.156250 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -189110.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -189172.890625 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -189172.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -189215.625000 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -189215.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -189258.234375 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -189258.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -189294.421875 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -189294.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -189322.531250 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -189322.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -189349.437500 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -189349.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189381.078125 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -189381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -189402.031250 Penalty: 3526.094727
	Iteration 14Q: 3 clusters Score -189402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -189421.593750 Penalty: 3526.094727
	Iteration 15Q: 3 clusters Score -189421.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -189434.156250 Penalty: 3526.094727
	Iteration 16Q: 3 clusters Score -189434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -189441.812500 Penalty: 3526.094727
	Iteration 17Q: 3 clusters Score -189441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -189453.156250 Penalty: 3526.094727
	Iteration 18Q: 3 clusters Score -189453.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -189461.203125 Penalty: 3526.094727
	Iteration 19Q: 3 clusters Score -189461.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -189472.890625 Penalty: 3526.094727
	Iteration 20F: 3 clusters Score -189472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189482.750000 Penalty: 3526.094727
	Iteration 21Q: 3 clusters Score -189482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -189488.703125 Penalty: 3526.094727
	Iteration 22Q: 3 clusters Score -189488.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -189495.187500 Penalty: 3526.094727
	Iteration 23Q: 3 clusters Score -189495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189497.828125 Penalty: 3526.094727
	Iteration 24Q: 3 clusters Score -189497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189498.421875 Penalty: 3526.094727
	Iteration 25Q: 3 clusters Score -189498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -189498.421875 Penalty: 3526.094727
	Iteration 26F: 3 clusters Score -189498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -99448.093750 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -99448.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97864.882812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -97864.88 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98098.609375 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -98098.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98195.000000 Penalty: 3144.818115
	Iteration 2Q: 3 clusters Score -98195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98289.429688 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -98289.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98335.390625 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -98335.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98359.843750 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -98359.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98366.804688 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -98366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98372.562500 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -98372.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -98372.562500 Penalty: 3144.818115
	Iteration 8F: 3 clusters Score -98372.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -136662.343750 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -136662.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -134964.125000 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -134964.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -135585.718750 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -135585.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -136232.781250 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -136232.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -136598.750000 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -136598.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -136750.312500 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -136750.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -136904.046875 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -136904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -137008.859375 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -137008.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -137091.593750 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -137091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -137130.562500 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -137130.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -137155.609375 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -137155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -137178.968750 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -137179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -137196.031250 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -137196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137235.265625 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -137235.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -137250.250000 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -137250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -137252.062500 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -137252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -137252.062500 Penalty: 3310.582520
	Iteration 15F: 3 clusters Score -137252.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 41968 members 
Mstep: Class 3 contains 51806 members 
Mstep: Class 4 contains 39293 members 
Mstep: Class 5 contains 48305 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 46380 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49496 members 
Mstep: Class 10 contains 44376 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 16 contains 55666 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27831 members 
Mstep: Class 20 contains 55163 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5882 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47430 members 
Mstep: Class 27 contains 45129 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 220 members 
Entering Unmasked Estep 
Score: -137125216.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137125568.000000 to -137125216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (25132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Entering Unmasked Estep 
Score: -4704348.500000 Penalty: 2512.710449
	Iteration 0F: 2 clusters Score -4704348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -4686874.000000 Penalty: 5025.420898
	Iteration 0F: 3 clusters Score -4686874 nChanged 11222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -4692829.000000 Penalty: 5025.420898
	Iteration 1F: 3 clusters Score -4692829 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -4693189.000000 Penalty: 5025.420898
	Iteration 2Q: 3 clusters Score -4693189 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4693467.500000 Penalty: 5025.420898
	Iteration 3Q: 3 clusters Score -4693468 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4693710.500000 Penalty: 5025.420898
	Iteration 4Q: 3 clusters Score -4693710 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4693946.000000 Penalty: 5025.420898
	Iteration 5Q: 3 clusters Score -4693946 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4694224.500000 Penalty: 5025.420898
	Iteration 6Q: 3 clusters Score -4694224 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -4694544.500000 Penalty: 5025.420898
	Iteration 7Q: 3 clusters Score -4694544 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -4695053.500000 Penalty: 5025.420898
	Iteration 8Q: 3 clusters Score -4695054 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -4695833.500000 Penalty: 5025.420898
	Iteration 9F: 3 clusters Score -4695834 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -4697045.000000 Penalty: 5025.420898
	Iteration 10F: 3 clusters Score -4697045 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4698568.000000 Penalty: 5025.420898
	Iteration 11F: 3 clusters Score -4698568 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -4700077.500000 Penalty: 5025.420898
	Iteration 12F: 3 clusters Score -4700078 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -4701213.000000 Penalty: 5025.420898
	Iteration 13Q: 3 clusters Score -4701213 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -4701698.000000 Penalty: 5025.420898
	Iteration 14Q: 3 clusters Score -4701698 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -4701926.500000 Penalty: 5025.420898
	Iteration 15Q: 3 clusters Score -4701926 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4702013.000000 Penalty: 5025.420898
	Iteration 16Q: 3 clusters Score -4702013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4702074.000000 Penalty: 5025.420898
	Iteration 17Q: 3 clusters Score -4702074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4702112.500000 Penalty: 5025.420898
	Iteration 18Q: 3 clusters Score -4702112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -4702131.500000 Penalty: 5025.420898
	Iteration 19Q: 3 clusters Score -4702132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4702136.500000 Penalty: 5025.420898
	Iteration 20F: 3 clusters Score -4702136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -4702139.000000 Penalty: 5025.420898
	Iteration 21Q: 3 clusters Score -4702139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -4702143.500000 Penalty: 5025.420898
	Iteration 22Q: 3 clusters Score -4702144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4702143.000000 Penalty: 5025.420898
	Iteration 23Q: 3 clusters Score -4702143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -4702140.000000 Penalty: 5025.420898
	Iteration 24Q: 3 clusters Score -4702140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4702149.000000 Penalty: 5025.420898
	Iteration 25Q: 3 clusters Score -4702149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4702149.500000 Penalty: 5025.420898
	Iteration 26Q: 3 clusters Score -4702150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4702150.000000 Penalty: 5025.420898
	Iteration 27Q: 3 clusters Score -4702150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -4702150.000000 Penalty: 5025.420898
	Iteration 28F: 3 clusters Score -4702150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Entering Unmasked Estep 
Score: -10429722.000000 Penalty: 2709.927002
	Iteration 0F: 2 clusters Score -1.042972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -10397226.000000 Penalty: 5419.854004
	Iteration 0F: 3 clusters Score -1.039723e+07 nChanged 25764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -10411467.000000 Penalty: 5419.854004
	Iteration 1F: 3 clusters Score -1.041147e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -10412079.000000 Penalty: 5419.854004
	Iteration 2Q: 3 clusters Score -1.041208e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -10412533.000000 Penalty: 5419.854004
	Iteration 3Q: 3 clusters Score -1.041253e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -10413022.000000 Penalty: 5419.854004
	Iteration 4Q: 3 clusters Score -1.041302e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -10413543.000000 Penalty: 5419.854004
	Iteration 5Q: 3 clusters Score -1.041354e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -10414234.000000 Penalty: 5419.854004
	Iteration 6Q: 3 clusters Score -1.041423e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -10414998.000000 Penalty: 5419.854004
	Iteration 7Q: 3 clusters Score -1.0415e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -10416077.000000 Penalty: 5419.854004
	Iteration 8Q: 3 clusters Score -1.041608e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -10417497.000000 Penalty: 5419.854004
	Iteration 9Q: 3 clusters Score -1.04175e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -10419203.000000 Penalty: 5419.854004
	Iteration 10F: 3 clusters Score -1.04192e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -10421066.000000 Penalty: 5419.854004
	Iteration 11F: 3 clusters Score -1.042107e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -10422706.000000 Penalty: 5419.854004
	Iteration 12F: 3 clusters Score -1.042271e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -10423905.000000 Penalty: 5419.854004
	Iteration 13Q: 3 clusters Score -1.04239e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -10424656.000000 Penalty: 5419.854004
	Iteration 14Q: 3 clusters Score -1.042466e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -10425207.000000 Penalty: 5419.854004
	Iteration 15Q: 3 clusters Score -1.042521e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -10425580.000000 Penalty: 5419.854004
	Iteration 16Q: 3 clusters Score -1.042558e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -10425739.000000 Penalty: 5419.854004
	Iteration 17Q: 3 clusters Score -1.042574e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -10425813.000000 Penalty: 5419.854004
	Iteration 18Q: 3 clusters Score -1.042581e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -10425936.000000 Penalty: 5419.854004
	Iteration 19Q: 3 clusters Score -1.042594e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -10426039.000000 Penalty: 5419.854004
	Iteration 20F: 3 clusters Score -1.042604e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -10426111.000000 Penalty: 5419.854004
	Iteration 21Q: 3 clusters Score -1.042611e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50123 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -10426286.000000 Penalty: 5419.854004
	Iteration 22Q: 3 clusters Score -1.042629e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -10426394.000000 Penalty: 5419.854004
	Iteration 23Q: 3 clusters Score -1.042639e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -10426494.000000 Penalty: 5419.854004
	Iteration 24Q: 3 clusters Score -1.042649e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -10426514.000000 Penalty: 5419.854004
	Iteration 25Q: 3 clusters Score -1.042651e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -10426542.000000 Penalty: 5419.854004
	Iteration 26Q: 3 clusters Score -1.042654e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -10426564.000000 Penalty: 5419.854004
	Iteration 27Q: 3 clusters Score -1.042656e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -10426623.000000 Penalty: 5419.854004
	Iteration 28Q: 3 clusters Score -1.042662e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -10426654.000000 Penalty: 5419.854004
	Iteration 29Q: 3 clusters Score -1.042665e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -10426672.000000 Penalty: 5419.854004
	Iteration 30Q: 3 clusters Score -1.042667e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -10426690.000000 Penalty: 5419.854004
	Iteration 31Q: 3 clusters Score -1.042669e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -10426701.000000 Penalty: 5419.854004
	Iteration 32Q: 3 clusters Score -1.04267e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51693 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -10426712.000000 Penalty: 5419.854004
	Iteration 33Q: 3 clusters Score -1.042671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -10426728.000000 Penalty: 5419.854004
	Iteration 34Q: 3 clusters Score -1.042673e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -10426744.000000 Penalty: 5419.854004
	Iteration 35Q: 3 clusters Score -1.042674e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10426761.000000 Penalty: 5419.854004
	Iteration 36Q: 3 clusters Score -1.042676e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -10426767.000000 Penalty: 5419.854004
	Iteration 37Q: 3 clusters Score -1.042677e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -10426781.000000 Penalty: 5419.854004
	Iteration 38Q: 3 clusters Score -1.042678e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -10426782.000000 Penalty: 5419.854004
	Iteration 39Q: 3 clusters Score -1.042678e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51917 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -10426781.000000 Penalty: 5419.854004
	Iteration 40F: 3 clusters Score -1.042678e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -10426804.000000 Penalty: 5419.854004
	Iteration 41Q: 3 clusters Score -1.04268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51974 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -10426827.000000 Penalty: 5419.854004
	Iteration 42Q: 3 clusters Score -1.042683e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -10426847.000000 Penalty: 5419.854004
	Iteration 43Q: 3 clusters Score -1.042685e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -10426847.000000 Penalty: 5419.854004
	Iteration 44Q: 3 clusters Score -1.042685e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52064 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -10426871.000000 Penalty: 5419.854004
	Iteration 45Q: 3 clusters Score -1.042687e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -10426856.000000 Penalty: 5419.854004
	Iteration 46Q: 3 clusters Score -1.042686e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -10426863.000000 Penalty: 5419.854004
	Iteration 47Q: 3 clusters Score -1.042686e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -10426877.000000 Penalty: 5419.854004
	Iteration 48Q: 3 clusters Score -1.042688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -10426874.000000 Penalty: 5419.854004
	Iteration 49Q: 3 clusters Score -1.042687e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -10426920.000000 Penalty: 5419.854004
	Iteration 50Q: 3 clusters Score -1.042692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52194 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -10426918.000000 Penalty: 5419.854004
	Iteration 51Q: 3 clusters Score -1.042692e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -10426913.000000 Penalty: 5419.854004
	Iteration 52Q: 3 clusters Score -1.042691e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10426907.000000 Penalty: 5419.854004
	Iteration 53Q: 3 clusters Score -1.042691e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -10426907.000000 Penalty: 5419.854004
	Iteration 54Q: 3 clusters Score -1.042691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -10426900.000000 Penalty: 5419.854004
	Iteration 55Q: 3 clusters Score -1.04269e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -10426893.000000 Penalty: 5419.854004
	Iteration 56Q: 3 clusters Score -1.042689e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10426893.000000 Penalty: 5419.854004
	Iteration 57Q: 3 clusters Score -1.042689e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10426900.000000 Penalty: 5419.854004
	Iteration 58Q: 3 clusters Score -1.04269e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -10426901.000000 Penalty: 5419.854004
	Iteration 59Q: 3 clusters Score -1.04269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -10426899.000000 Penalty: 5419.854004
	Iteration 60F: 3 clusters Score -1.04269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -10426888.000000 Penalty: 5419.854004
	Iteration 61Q: 3 clusters Score -1.042689e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52343 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -10426899.000000 Penalty: 5419.854004
	Iteration 62Q: 3 clusters Score -1.04269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -10426901.000000 Penalty: 5419.854004
	Iteration 63Q: 3 clusters Score -1.04269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10426901.000000 Penalty: 5419.854004
	Iteration 64Q: 3 clusters Score -1.04269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -10426905.000000 Penalty: 5419.854004
	Iteration 65Q: 3 clusters Score -1.04269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10426904.000000 Penalty: 5419.854004
	Iteration 66Q: 3 clusters Score -1.04269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10426896.000000 Penalty: 5419.854004
	Iteration 67Q: 3 clusters Score -1.04269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -10426892.000000 Penalty: 5419.854004
	Iteration 68Q: 3 clusters Score -1.042689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52366 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -10426896.000000 Penalty: 5419.854004
	Iteration 69Q: 3 clusters Score -1.04269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -10426887.000000 Penalty: 5419.854004
	Iteration 70Q: 3 clusters Score -1.042689e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -10426894.000000 Penalty: 5419.854004
	Iteration 71Q: 3 clusters Score -1.042689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -10426894.000000 Penalty: 5419.854004
	Iteration 72Q: 3 clusters Score -1.042689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -10426887.000000 Penalty: 5419.854004
	Iteration 73Q: 3 clusters Score -1.042689e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10426886.000000 Penalty: 5419.854004
	Iteration 74Q: 3 clusters Score -1.042689e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -10426896.000000 Penalty: 5419.854004
	Iteration 75Q: 3 clusters Score -1.04269e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -10426917.000000 Penalty: 5419.854004
	Iteration 76Q: 3 clusters Score -1.042692e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -10426913.000000 Penalty: 5419.854004
	Iteration 77Q: 3 clusters Score -1.042691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -10426919.000000 Penalty: 5419.854004
	Iteration 78Q: 3 clusters Score -1.042692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -10426913.000000 Penalty: 5419.854004
	Iteration 79Q: 3 clusters Score -1.042691e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -10426922.000000 Penalty: 5419.854004
	Iteration 80F: 3 clusters Score -1.042692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -10426922.000000 Penalty: 5419.854004
	Iteration 81Q: 3 clusters Score -1.042692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -10426926.000000 Penalty: 5419.854004
	Iteration 82Q: 3 clusters Score -1.042693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10426924.000000 Penalty: 5419.854004
	Iteration 83Q: 3 clusters Score -1.042692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -10426936.000000 Penalty: 5419.854004
	Iteration 84Q: 3 clusters Score -1.042694e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -10426933.000000 Penalty: 5419.854004
	Iteration 85Q: 3 clusters Score -1.042693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -10426929.000000 Penalty: 5419.854004
	Iteration 86Q: 3 clusters Score -1.042693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -10426930.000000 Penalty: 5419.854004
	Iteration 87Q: 3 clusters Score -1.042693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52505 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -10426921.000000 Penalty: 5419.854004
	Iteration 88Q: 3 clusters Score -1.042692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -10426925.000000 Penalty: 5419.854004
	Iteration 89Q: 3 clusters Score -1.042692e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -10426931.000000 Penalty: 5419.854004
	Iteration 90Q: 3 clusters Score -1.042693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -10426923.000000 Penalty: 5419.854004
	Iteration 91Q: 3 clusters Score -1.042692e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10426927.000000 Penalty: 5419.854004
	Iteration 92Q: 3 clusters Score -1.042693e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -10426931.000000 Penalty: 5419.854004
	Iteration 93Q: 3 clusters Score -1.042693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10426952.000000 Penalty: 5419.854004
	Iteration 94Q: 3 clusters Score -1.042695e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -10426951.000000 Penalty: 5419.854004
	Iteration 95Q: 3 clusters Score -1.042695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -10426959.000000 Penalty: 5419.854004
	Iteration 96Q: 3 clusters Score -1.042696e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52570 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -10426968.000000 Penalty: 5419.854004
	Iteration 97Q: 3 clusters Score -1.042697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -10426967.000000 Penalty: 5419.854004
	Iteration 98Q: 3 clusters Score -1.042697e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -10426965.000000 Penalty: 5419.854004
	Iteration 99Q: 3 clusters Score -1.042696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -10426967.000000 Penalty: 5419.854004
	Iteration 100F: 3 clusters Score -1.042697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -10426974.000000 Penalty: 5419.854004
	Iteration 101Q: 3 clusters Score -1.042697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -10426966.000000 Penalty: 5419.854004
	Iteration 102Q: 3 clusters Score -1.042697e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52609 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -10426980.000000 Penalty: 5419.854004
	Iteration 103Q: 3 clusters Score -1.042698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52614 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10426981.000000 Penalty: 5419.854004
	Iteration 104Q: 3 clusters Score -1.042698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10426972.000000 Penalty: 5419.854004
	Iteration 105Q: 3 clusters Score -1.042697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -10426974.000000 Penalty: 5419.854004
	Iteration 106Q: 3 clusters Score -1.042697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10426973.000000 Penalty: 5419.854004
	Iteration 107Q: 3 clusters Score -1.042697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10426969.000000 Penalty: 5419.854004
	Iteration 108Q: 3 clusters Score -1.042697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -10426969.000000 Penalty: 5419.854004
	Iteration 109F: 3 clusters Score -1.042697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -535672.812500 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -535672.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -532523.750000 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -532523.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -533389.750000 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -533389.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -533651.750000 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -533651.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -533795.625000 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -533795.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -533906.625000 Penalty: 3973.302979
	Iteration 4Q: 3 clusters Score -533906.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -534011.312500 Penalty: 3973.302979
	Iteration 5Q: 3 clusters Score -534011.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -534142.187500 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -534142.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -534277.000000 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -534277 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -534420.812500 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -534420.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -534558.937500 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -534558.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534662.875000 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -534662.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -534730.187500 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -534730.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -534782.000000 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -534782 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -534810.875000 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -534810.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -534829.812500 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -534829.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -534842.500000 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -534842.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -534851.500000 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -534851.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -534856.437500 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -534856.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -534859.250000 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -534859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -534859.437500 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -534859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -534863.875000 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -534863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -534868.500000 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -534868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -534869.250000 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -534869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -534870.312500 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -534870.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -534870.312500 Penalty: 3973.302979
	Iteration 24F: 3 clusters Score -534870.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -110400.460938 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -110400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -108635.226562 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -108635.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -109326.562500 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -109326.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -109687.179688 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -109687.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -109930.984375 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -109931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110120.546875 Penalty: 3340.947021
	Iteration 4F: 3 clusters Score -110120.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110213.750000 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -110213.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110263.578125 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -110263.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110288.882812 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -110288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -110304.601562 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -110304.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110333.023438 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -110333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -110377.492188 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -110377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110407.695312 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -110407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110413.460938 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -110413.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110421.359375 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -110421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -110428.320312 Penalty: 3340.947021
	Iteration 14Q: 3 clusters Score -110428.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -110433.312500 Penalty: 3340.947021
	Iteration 15Q: 3 clusters Score -110433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -110442.437500 Penalty: 3340.947021
	Iteration 16Q: 3 clusters Score -110442.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110452.500000 Penalty: 3340.947021
	Iteration 17Q: 3 clusters Score -110452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -110474.921875 Penalty: 3340.947021
	Iteration 18Q: 3 clusters Score -110474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -110506.937500 Penalty: 3340.947021
	Iteration 19Q: 3 clusters Score -110506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110556.007812 Penalty: 3340.947021
	Iteration 20F: 3 clusters Score -110556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -110580.804688 Penalty: 3340.947021
	Iteration 21Q: 3 clusters Score -110580.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110604.234375 Penalty: 3340.947021
	Iteration 22Q: 3 clusters Score -110604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110635.781250 Penalty: 3340.947021
	Iteration 23Q: 3 clusters Score -110635.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110665.031250 Penalty: 3340.947021
	Iteration 24Q: 3 clusters Score -110665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110674.640625 Penalty: 3340.947021
	Iteration 25Q: 3 clusters Score -110674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110683.023438 Penalty: 3340.947021
	Iteration 26Q: 3 clusters Score -110683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110685.078125 Penalty: 3340.947021
	Iteration 27Q: 3 clusters Score -110685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110685.078125 Penalty: 3340.947021
	Iteration 28F: 3 clusters Score -110685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 41968 members 
Mstep: Class 3 contains 51806 members 
Mstep: Class 4 contains 39293 members 
Mstep: Class 5 contains 48305 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 46380 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49496 members 
Mstep: Class 10 contains 44376 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 16 contains 55666 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 465 members 
Mstep: Class 19 contains 27831 members 
Mstep: Class 20 contains 55163 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5882 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47430 members 
Mstep: Class 27 contains 45129 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 377 members 
Entering Unmasked Estep 
Score: -137125040.000000 Penalty: 97259.320312
Splitting cluster 18 changes total score from -137125568.000000 to -137125040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (27831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Entering Unmasked Estep 
Score: -5213265.500000 Penalty: 2538.008545
	Iteration 0F: 2 clusters Score -5213266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -5194087.000000 Penalty: 5076.017090
	Iteration 0F: 3 clusters Score -5194087 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -5200773.500000 Penalty: 5076.017090
	Iteration 1F: 3 clusters Score -5200774 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -5201150.000000 Penalty: 5076.017090
	Iteration 2Q: 3 clusters Score -5201150 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5201439.500000 Penalty: 5076.017090
	Iteration 3Q: 3 clusters Score -5201440 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5201665.000000 Penalty: 5076.017090
	Iteration 4Q: 3 clusters Score -5201665 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5201929.500000 Penalty: 5076.017090
	Iteration 5Q: 3 clusters Score -5201930 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5202174.000000 Penalty: 5076.017090
	Iteration 6Q: 3 clusters Score -5202174 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -5202480.500000 Penalty: 5076.017090
	Iteration 7Q: 3 clusters Score -5202480 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -5202772.500000 Penalty: 5076.017090
	Iteration 8Q: 3 clusters Score -5202772 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -5203104.000000 Penalty: 5076.017090
	Iteration 9Q: 3 clusters Score -5203104 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -5203647.000000 Penalty: 5076.017090
	Iteration 10Q: 3 clusters Score -5203647 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5204264.000000 Penalty: 5076.017090
	Iteration 11Q: 3 clusters Score -5204264 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -5205001.000000 Penalty: 5076.017090
	Iteration 12Q: 3 clusters Score -5205001 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -5205904.000000 Penalty: 5076.017090
	Iteration 13Q: 3 clusters Score -5205904 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -5206792.500000 Penalty: 5076.017090
	Iteration 14Q: 3 clusters Score -5206792 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -5207558.000000 Penalty: 5076.017090
	Iteration 15Q: 3 clusters Score -5207558 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -5208053.000000 Penalty: 5076.017090
	Iteration 16Q: 3 clusters Score -5208053 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -5208438.000000 Penalty: 5076.017090
	Iteration 17Q: 3 clusters Score -5208438 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -5208695.000000 Penalty: 5076.017090
	Iteration 18Q: 3 clusters Score -5208695 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5208880.500000 Penalty: 5076.017090
	Iteration 19Q: 3 clusters Score -5208880 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -5209032.500000 Penalty: 5076.017090
	Iteration 20F: 3 clusters Score -5209032 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -5209224.000000 Penalty: 5076.017090
	Iteration 21Q: 3 clusters Score -5209224 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5209392.500000 Penalty: 5076.017090
	Iteration 22Q: 3 clusters Score -5209392 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -5209533.500000 Penalty: 5076.017090
	Iteration 23Q: 3 clusters Score -5209534 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5209671.000000 Penalty: 5076.017090
	Iteration 24Q: 3 clusters Score -5209671 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -5209800.000000 Penalty: 5076.017090
	Iteration 25Q: 3 clusters Score -5209800 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -5209927.000000 Penalty: 5076.017090
	Iteration 26Q: 3 clusters Score -5209927 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -5210033.500000 Penalty: 5076.017090
	Iteration 27Q: 3 clusters Score -5210034 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5210147.000000 Penalty: 5076.017090
	Iteration 28Q: 3 clusters Score -5210147 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -5210237.500000 Penalty: 5076.017090
	Iteration 29Q: 3 clusters Score -5210238 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5210310.500000 Penalty: 5076.017090
	Iteration 30Q: 3 clusters Score -5210310 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5210417.000000 Penalty: 5076.017090
	Iteration 31Q: 3 clusters Score -5210417 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5210491.500000 Penalty: 5076.017090
	Iteration 32Q: 3 clusters Score -5210492 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5210564.000000 Penalty: 5076.017090
	Iteration 33Q: 3 clusters Score -5210564 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5210614.500000 Penalty: 5076.017090
	Iteration 34Q: 3 clusters Score -5210614 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5210677.000000 Penalty: 5076.017090
	Iteration 35Q: 3 clusters Score -5210677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5210724.500000 Penalty: 5076.017090
	Iteration 36Q: 3 clusters Score -5210724 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5210761.000000 Penalty: 5076.017090
	Iteration 37Q: 3 clusters Score -5210761 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5210796.500000 Penalty: 5076.017090
	Iteration 38Q: 3 clusters Score -5210796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5210826.000000 Penalty: 5076.017090
	Iteration 39Q: 3 clusters Score -5210826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5210856.000000 Penalty: 5076.017090
	Iteration 40F: 3 clusters Score -5210856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5210887.500000 Penalty: 5076.017090
	Iteration 41Q: 3 clusters Score -5210888 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5210909.000000 Penalty: 5076.017090
	Iteration 42Q: 3 clusters Score -5210909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5210940.500000 Penalty: 5076.017090
	Iteration 43Q: 3 clusters Score -5210940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5210944.000000 Penalty: 5076.017090
	Iteration 44Q: 3 clusters Score -5210944 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5210961.000000 Penalty: 5076.017090
	Iteration 45Q: 3 clusters Score -5210961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -5210977.000000 Penalty: 5076.017090
	Iteration 46Q: 3 clusters Score -5210977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5210992.000000 Penalty: 5076.017090
	Iteration 47Q: 3 clusters Score -5210992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5210992.000000 Penalty: 5076.017090
	Iteration 48Q: 3 clusters Score -5210992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5211008.000000 Penalty: 5076.017090
	Iteration 49Q: 3 clusters Score -5211008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5211018.500000 Penalty: 5076.017090
	Iteration 50Q: 3 clusters Score -5211018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5211025.500000 Penalty: 5076.017090
	Iteration 51Q: 3 clusters Score -5211026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5211043.000000 Penalty: 5076.017090
	Iteration 52Q: 3 clusters Score -5211043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5211057.000000 Penalty: 5076.017090
	Iteration 53Q: 3 clusters Score -5211057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -5211064.500000 Penalty: 5076.017090
	Iteration 54Q: 3 clusters Score -5211064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27164 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5211070.000000 Penalty: 5076.017090
	Iteration 55Q: 3 clusters Score -5211070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5211078.000000 Penalty: 5076.017090
	Iteration 56Q: 3 clusters Score -5211078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5211082.500000 Penalty: 5076.017090
	Iteration 57Q: 3 clusters Score -5211082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5211095.500000 Penalty: 5076.017090
	Iteration 58Q: 3 clusters Score -5211096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5211096.000000 Penalty: 5076.017090
	Iteration 59Q: 3 clusters Score -5211096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5211104.500000 Penalty: 5076.017090
	Iteration 60F: 3 clusters Score -5211104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5211104.000000 Penalty: 5076.017090
	Iteration 61Q: 3 clusters Score -5211104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5211104.000000 Penalty: 5076.017090
	Iteration 62Q: 3 clusters Score -5211104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5211103.000000 Penalty: 5076.017090
	Iteration 63Q: 3 clusters Score -5211103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5211103.000000 Penalty: 5076.017090
	Iteration 64F: 3 clusters Score -5211103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55163 members 
Entering Unmasked Estep 
Score: -10359758.000000 Penalty: 2707.675781
	Iteration 0F: 2 clusters Score -1.035976e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -10327692.000000 Penalty: 5415.351562
	Iteration 0F: 3 clusters Score -1.032769e+07 nChanged 25671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -10341729.000000 Penalty: 5415.351562
	Iteration 1F: 3 clusters Score -1.034173e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -10342315.000000 Penalty: 5415.351562
	Iteration 2Q: 3 clusters Score -1.034232e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -10342928.000000 Penalty: 5415.351562
	Iteration 3Q: 3 clusters Score -1.034293e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -10343742.000000 Penalty: 5415.351562
	Iteration 4Q: 3 clusters Score -1.034374e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -10344971.000000 Penalty: 5415.351562
	Iteration 5F: 3 clusters Score -1.034497e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -10346764.000000 Penalty: 5415.351562
	Iteration 6F: 3 clusters Score -1.034676e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -10349585.000000 Penalty: 5415.351562
	Iteration 7F: 3 clusters Score -1.034958e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -10352429.000000 Penalty: 5415.351562
	Iteration 8F: 3 clusters Score -1.035243e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -10355045.000000 Penalty: 5415.351562
	Iteration 9F: 3 clusters Score -1.035504e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 52532 members 
Entering Unmasked Estep 
Score: -10356334.000000 Penalty: 5415.351562
	Iteration 10Q: 3 clusters Score -1.035633e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 53933 members 
Entering Unmasked Estep 
Score: -10356922.000000 Penalty: 5415.351562
	Iteration 11Q: 3 clusters Score -1.035692e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -10357124.000000 Penalty: 5415.351562
	Iteration 12Q: 3 clusters Score -1.035712e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -10357273.000000 Penalty: 5415.351562
	Iteration 13Q: 3 clusters Score -1.035727e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54848 members 
Entering Unmasked Estep 
Score: -10357339.000000 Penalty: 5415.351562
	Iteration 14Q: 3 clusters Score -1.035734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -10357384.000000 Penalty: 5415.351562
	Iteration 15Q: 3 clusters Score -1.035738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -10357384.000000 Penalty: 5415.351562
	Iteration 16Q: 3 clusters Score -1.035738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 54911 members 
Entering Unmasked Estep 
Score: -10357405.000000 Penalty: 5415.351562
	Iteration 17Q: 3 clusters Score -1.03574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -10357409.000000 Penalty: 5415.351562
	Iteration 18Q: 3 clusters Score -1.035741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54918 members 
Entering Unmasked Estep 
Score: -10357413.000000 Penalty: 5415.351562
	Iteration 19Q: 3 clusters Score -1.035741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -10357409.000000 Penalty: 5415.351562
	Iteration 20F: 3 clusters Score -1.035741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -10357410.000000 Penalty: 5415.351562
	Iteration 21Q: 3 clusters Score -1.035741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -10357417.000000 Penalty: 5415.351562
	Iteration 22Q: 3 clusters Score -1.035742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 54923 members 
Entering Unmasked Estep 
Score: -10357417.000000 Penalty: 5415.351562
	Iteration 23Q: 3 clusters Score -1.035742e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -10357416.000000 Penalty: 5415.351562
	Iteration 24Q: 3 clusters Score -1.035742e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54924 members 
Entering Unmasked Estep 
Score: -10357416.000000 Penalty: 5415.351562
	Iteration 25F: 3 clusters Score -1.035742e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Entering Unmasked Estep 
Score: -1762271.125000 Penalty: 2272.017334
	Iteration 0F: 2 clusters Score -1762271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1754869.750000 Penalty: 4544.034668
	Iteration 0F: 3 clusters Score -1754870 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1756983.250000 Penalty: 4544.034668
	Iteration 1F: 3 clusters Score -1756983 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1757284.250000 Penalty: 4544.034668
	Iteration 2F: 3 clusters Score -1757284 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1757528.125000 Penalty: 4544.034668
	Iteration 3Q: 3 clusters Score -1757528 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1757753.125000 Penalty: 4544.034668
	Iteration 4Q: 3 clusters Score -1757753 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1757962.875000 Penalty: 4544.034668
	Iteration 5Q: 3 clusters Score -1757963 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1758190.000000 Penalty: 4544.034668
	Iteration 6Q: 3 clusters Score -1758190 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1758450.750000 Penalty: 4544.034668
	Iteration 7Q: 3 clusters Score -1758451 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1758723.750000 Penalty: 4544.034668
	Iteration 8Q: 3 clusters Score -1758724 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1758984.125000 Penalty: 4544.034668
	Iteration 9Q: 3 clusters Score -1758984 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1759242.875000 Penalty: 4544.034668
	Iteration 10Q: 3 clusters Score -1759243 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1759485.625000 Penalty: 4544.034668
	Iteration 11Q: 3 clusters Score -1759486 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1759707.500000 Penalty: 4544.034668
	Iteration 12Q: 3 clusters Score -1759708 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1759879.250000 Penalty: 4544.034668
	Iteration 13Q: 3 clusters Score -1759879 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1759994.250000 Penalty: 4544.034668
	Iteration 14Q: 3 clusters Score -1759994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1760102.500000 Penalty: 4544.034668
	Iteration 15Q: 3 clusters Score -1760102 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1760165.875000 Penalty: 4544.034668
	Iteration 16Q: 3 clusters Score -1760166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1760211.500000 Penalty: 4544.034668
	Iteration 17Q: 3 clusters Score -1760212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1760234.500000 Penalty: 4544.034668
	Iteration 18Q: 3 clusters Score -1760234 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1760252.750000 Penalty: 4544.034668
	Iteration 19Q: 3 clusters Score -1760253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1760267.625000 Penalty: 4544.034668
	Iteration 20F: 3 clusters Score -1760268 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1760283.750000 Penalty: 4544.034668
	Iteration 21Q: 3 clusters Score -1760284 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1760293.625000 Penalty: 4544.034668
	Iteration 22Q: 3 clusters Score -1760294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1760307.625000 Penalty: 4544.034668
	Iteration 23Q: 3 clusters Score -1760308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1760309.750000 Penalty: 4544.034668
	Iteration 24Q: 3 clusters Score -1760310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1760319.125000 Penalty: 4544.034668
	Iteration 25Q: 3 clusters Score -1760319 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1760323.750000 Penalty: 4544.034668
	Iteration 26Q: 3 clusters Score -1760324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1760332.125000 Penalty: 4544.034668
	Iteration 27Q: 3 clusters Score -1760332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1760338.000000 Penalty: 4544.034668
	Iteration 28Q: 3 clusters Score -1760338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1760345.750000 Penalty: 4544.034668
	Iteration 29Q: 3 clusters Score -1760346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1760347.500000 Penalty: 4544.034668
	Iteration 30Q: 3 clusters Score -1760348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1760346.500000 Penalty: 4544.034668
	Iteration 31Q: 3 clusters Score -1760346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1760355.625000 Penalty: 4544.034668
	Iteration 32Q: 3 clusters Score -1760356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1760358.125000 Penalty: 4544.034668
	Iteration 33Q: 3 clusters Score -1760358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1760357.875000 Penalty: 4544.034668
	Iteration 34Q: 3 clusters Score -1760358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1760359.750000 Penalty: 4544.034668
	Iteration 35Q: 3 clusters Score -1760360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1760366.375000 Penalty: 4544.034668
	Iteration 36Q: 3 clusters Score -1760366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1760371.750000 Penalty: 4544.034668
	Iteration 37Q: 3 clusters Score -1760372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1760378.000000 Penalty: 4544.034668
	Iteration 38Q: 3 clusters Score -1760378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1760387.375000 Penalty: 4544.034668
	Iteration 39Q: 3 clusters Score -1760387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1760392.500000 Penalty: 4544.034668
	Iteration 40F: 3 clusters Score -1760392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1760396.375000 Penalty: 4544.034668
	Iteration 41Q: 3 clusters Score -1760396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1760406.000000 Penalty: 4544.034668
	Iteration 42Q: 3 clusters Score -1760406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1760410.125000 Penalty: 4544.034668
	Iteration 43Q: 3 clusters Score -1760410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1760416.500000 Penalty: 4544.034668
	Iteration 44Q: 3 clusters Score -1760416 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1760425.375000 Penalty: 4544.034668
	Iteration 45Q: 3 clusters Score -1760425 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1760427.500000 Penalty: 4544.034668
	Iteration 46Q: 3 clusters Score -1760428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1760432.125000 Penalty: 4544.034668
	Iteration 47Q: 3 clusters Score -1760432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1760435.375000 Penalty: 4544.034668
	Iteration 48Q: 3 clusters Score -1760435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1760438.125000 Penalty: 4544.034668
	Iteration 49Q: 3 clusters Score -1760438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1760441.000000 Penalty: 4544.034668
	Iteration 50Q: 3 clusters Score -1760441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1760448.500000 Penalty: 4544.034668
	Iteration 51Q: 3 clusters Score -1760448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1760450.375000 Penalty: 4544.034668
	Iteration 52Q: 3 clusters Score -1760450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1760450.125000 Penalty: 4544.034668
	Iteration 53Q: 3 clusters Score -1760450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1760449.875000 Penalty: 4544.034668
	Iteration 54Q: 3 clusters Score -1760450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1760453.625000 Penalty: 4544.034668
	Iteration 55Q: 3 clusters Score -1760454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1760450.500000 Penalty: 4544.034668
	Iteration 56Q: 3 clusters Score -1760450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1760454.000000 Penalty: 4544.034668
	Iteration 57Q: 3 clusters Score -1760454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1760455.875000 Penalty: 4544.034668
	Iteration 58Q: 3 clusters Score -1760456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1760452.500000 Penalty: 4544.034668
	Iteration 59Q: 3 clusters Score -1760452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1760454.125000 Penalty: 4544.034668
	Iteration 60F: 3 clusters Score -1760454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1760452.750000 Penalty: 4544.034668
	Iteration 61Q: 3 clusters Score -1760453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1760452.250000 Penalty: 4544.034668
	Iteration 62Q: 3 clusters Score -1760452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1760455.625000 Penalty: 4544.034668
	Iteration 63Q: 3 clusters Score -1760456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1760457.625000 Penalty: 4544.034668
	Iteration 64Q: 3 clusters Score -1760458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1760454.750000 Penalty: 4544.034668
	Iteration 65Q: 3 clusters Score -1760455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1760456.375000 Penalty: 4544.034668
	Iteration 66Q: 3 clusters Score -1760456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1760457.500000 Penalty: 4544.034668
	Iteration 67Q: 3 clusters Score -1760458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1760464.125000 Penalty: 4544.034668
	Iteration 68Q: 3 clusters Score -1760464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1760462.375000 Penalty: 4544.034668
	Iteration 69Q: 3 clusters Score -1760462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1760467.000000 Penalty: 4544.034668
	Iteration 70Q: 3 clusters Score -1760467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1760467.750000 Penalty: 4544.034668
	Iteration 71Q: 3 clusters Score -1760468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1760468.375000 Penalty: 4544.034668
	Iteration 72Q: 3 clusters Score -1760468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1760468.125000 Penalty: 4544.034668
	Iteration 73Q: 3 clusters Score -1760468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1760469.125000 Penalty: 4544.034668
	Iteration 74Q: 3 clusters Score -1760469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1760471.625000 Penalty: 4544.034668
	Iteration 75Q: 3 clusters Score -1760472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1760468.125000 Penalty: 4544.034668
	Iteration 76Q: 3 clusters Score -1760468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1760471.500000 Penalty: 4544.034668
	Iteration 77Q: 3 clusters Score -1760472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1760474.125000 Penalty: 4544.034668
	Iteration 78Q: 3 clusters Score -1760474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1760472.875000 Penalty: 4544.034668
	Iteration 79Q: 3 clusters Score -1760473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1760471.750000 Penalty: 4544.034668
	Iteration 80F: 3 clusters Score -1760472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1760470.750000 Penalty: 4544.034668
	Iteration 81Q: 3 clusters Score -1760471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1760470.750000 Penalty: 4544.034668
	Iteration 82Q: 3 clusters Score -1760471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1760470.750000 Penalty: 4544.034668
	Iteration 83F: 3 clusters Score -1760471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Entering Unmasked Estep 
Score: -5532825.000000 Penalty: 2560.377930
	Iteration 0F: 2 clusters Score -5532825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5511940.000000 Penalty: 5120.755859
	Iteration 0F: 3 clusters Score -5511940 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5519322.000000 Penalty: 5120.755859
	Iteration 1F: 3 clusters Score -5519322 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5519674.500000 Penalty: 5120.755859
	Iteration 2Q: 3 clusters Score -5519674 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -5519961.500000 Penalty: 5120.755859
	Iteration 3Q: 3 clusters Score -5519962 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5520261.000000 Penalty: 5120.755859
	Iteration 4Q: 3 clusters Score -5520261 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -5520606.500000 Penalty: 5120.755859
	Iteration 5Q: 3 clusters Score -5520606 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5521004.000000 Penalty: 5120.755859
	Iteration 6Q: 3 clusters Score -5521004 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -5521548.000000 Penalty: 5120.755859
	Iteration 7Q: 3 clusters Score -5521548 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5522393.500000 Penalty: 5120.755859
	Iteration 8F: 3 clusters Score -5522394 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5523516.000000 Penalty: 5120.755859
	Iteration 9F: 3 clusters Score -5523516 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -5525070.500000 Penalty: 5120.755859
	Iteration 10F: 3 clusters Score -5525070 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5526889.500000 Penalty: 5120.755859
	Iteration 11F: 3 clusters Score -5526890 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -5528442.000000 Penalty: 5120.755859
	Iteration 12F: 3 clusters Score -5528442 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -5529565.500000 Penalty: 5120.755859
	Iteration 13Q: 3 clusters Score -5529566 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5530256.500000 Penalty: 5120.755859
	Iteration 14Q: 3 clusters Score -5530256 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5530608.000000 Penalty: 5120.755859
	Iteration 15Q: 3 clusters Score -5530608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5530816.000000 Penalty: 5120.755859
	Iteration 16Q: 3 clusters Score -5530816 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5530901.000000 Penalty: 5120.755859
	Iteration 17Q: 3 clusters Score -5530901 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -5530957.500000 Penalty: 5120.755859
	Iteration 18Q: 3 clusters Score -5530958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -5530982.500000 Penalty: 5120.755859
	Iteration 19Q: 3 clusters Score -5530982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5530984.000000 Penalty: 5120.755859
	Iteration 20F: 3 clusters Score -5530984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5530991.500000 Penalty: 5120.755859
	Iteration 21Q: 3 clusters Score -5530992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -5531005.500000 Penalty: 5120.755859
	Iteration 22Q: 3 clusters Score -5531006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5531004.000000 Penalty: 5120.755859
	Iteration 23Q: 3 clusters Score -5531004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -5531010.000000 Penalty: 5120.755859
	Iteration 24Q: 3 clusters Score -5531010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -5531011.500000 Penalty: 5120.755859
	Iteration 25Q: 3 clusters Score -5531012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5531017.500000 Penalty: 5120.755859
	Iteration 26Q: 3 clusters Score -5531018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5531018.500000 Penalty: 5120.755859
	Iteration 27Q: 3 clusters Score -5531018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -5531014.500000 Penalty: 5120.755859
	Iteration 28Q: 3 clusters Score -5531014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5531019.000000 Penalty: 5120.755859
	Iteration 29Q: 3 clusters Score -5531019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -5531019.000000 Penalty: 5120.755859
	Iteration 30F: 3 clusters Score -5531019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -440311.250000 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -440311.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -437337.593750 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -437337.6 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -437951.062500 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -437951.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -438128.031250 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -438128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -438265.687500 Penalty: 3890.354248
	Iteration 3Q: 3 clusters Score -438265.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -438479.343750 Penalty: 3890.354248
	Iteration 4F: 3 clusters Score -438479.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -438770.718750 Penalty: 3890.354248
	Iteration 5F: 3 clusters Score -438770.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -439096.625000 Penalty: 3890.354248
	Iteration 6F: 3 clusters Score -439096.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -439384.250000 Penalty: 3890.354248
	Iteration 7F: 3 clusters Score -439384.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -439599.500000 Penalty: 3890.354248
	Iteration 8F: 3 clusters Score -439599.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -439722.656250 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -439722.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -439786.093750 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -439786.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -439825.437500 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -439825.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -439841.781250 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -439841.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -439849.125000 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -439849.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -439853.906250 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -439853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -439855.437500 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -439855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -439856.187500 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -439856.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -439856.718750 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -439856.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -439857.593750 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -439857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -439857.343750 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -439857.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -439858.218750 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -439858.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Entering Unmasked Estep 
Score: -1097116.750000 Penalty: 2152.553711
	Iteration 0F: 2 clusters Score -1097117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1092030.750000 Penalty: 4305.107422
	Iteration 0F: 3 clusters Score -1092031 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1093321.875000 Penalty: 4305.107422
	Iteration 1F: 3 clusters Score -1093322 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1093574.500000 Penalty: 4305.107422
	Iteration 2F: 3 clusters Score -1093574 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1093792.125000 Penalty: 4305.107422
	Iteration 3F: 3 clusters Score -1093792 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1094005.625000 Penalty: 4305.107422
	Iteration 4Q: 3 clusters Score -1094006 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1094203.500000 Penalty: 4305.107422
	Iteration 5Q: 3 clusters Score -1094204 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1094400.625000 Penalty: 4305.107422
	Iteration 6Q: 3 clusters Score -1094401 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1094574.500000 Penalty: 4305.107422
	Iteration 7Q: 3 clusters Score -1094574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1094739.250000 Penalty: 4305.107422
	Iteration 8Q: 3 clusters Score -1094739 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1094901.250000 Penalty: 4305.107422
	Iteration 9Q: 3 clusters Score -1094901 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1095031.625000 Penalty: 4305.107422
	Iteration 10Q: 3 clusters Score -1095032 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1095146.750000 Penalty: 4305.107422
	Iteration 11Q: 3 clusters Score -1095147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1095245.625000 Penalty: 4305.107422
	Iteration 12Q: 3 clusters Score -1095246 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1095322.875000 Penalty: 4305.107422
	Iteration 13Q: 3 clusters Score -1095323 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1095391.625000 Penalty: 4305.107422
	Iteration 14Q: 3 clusters Score -1095392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1095451.375000 Penalty: 4305.107422
	Iteration 15Q: 3 clusters Score -1095451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1095492.625000 Penalty: 4305.107422
	Iteration 16Q: 3 clusters Score -1095493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1095513.625000 Penalty: 4305.107422
	Iteration 17Q: 3 clusters Score -1095514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1095531.625000 Penalty: 4305.107422
	Iteration 18Q: 3 clusters Score -1095532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1095543.875000 Penalty: 4305.107422
	Iteration 19Q: 3 clusters Score -1095544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1095556.250000 Penalty: 4305.107422
	Iteration 20F: 3 clusters Score -1095556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1095567.500000 Penalty: 4305.107422
	Iteration 21Q: 3 clusters Score -1095568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1095579.875000 Penalty: 4305.107422
	Iteration 22Q: 3 clusters Score -1095580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1095589.750000 Penalty: 4305.107422
	Iteration 23Q: 3 clusters Score -1095590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1095595.750000 Penalty: 4305.107422
	Iteration 24Q: 3 clusters Score -1095596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1095600.875000 Penalty: 4305.107422
	Iteration 25Q: 3 clusters Score -1095601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1095605.250000 Penalty: 4305.107422
	Iteration 26Q: 3 clusters Score -1095605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1095609.375000 Penalty: 4305.107422
	Iteration 27Q: 3 clusters Score -1095609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1095612.500000 Penalty: 4305.107422
	Iteration 28Q: 3 clusters Score -1095612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1095620.375000 Penalty: 4305.107422
	Iteration 29Q: 3 clusters Score -1095620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1095622.125000 Penalty: 4305.107422
	Iteration 30Q: 3 clusters Score -1095622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1095621.250000 Penalty: 4305.107422
	Iteration 31Q: 3 clusters Score -1095621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1095623.625000 Penalty: 4305.107422
	Iteration 32Q: 3 clusters Score -1095624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1095622.375000 Penalty: 4305.107422
	Iteration 33Q: 3 clusters Score -1095622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1095623.625000 Penalty: 4305.107422
	Iteration 34Q: 3 clusters Score -1095624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1095623.750000 Penalty: 4305.107422
	Iteration 35Q: 3 clusters Score -1095624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1095624.875000 Penalty: 4305.107422
	Iteration 36Q: 3 clusters Score -1095625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1095625.625000 Penalty: 4305.107422
	Iteration 37Q: 3 clusters Score -1095626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1095626.125000 Penalty: 4305.107422
	Iteration 38Q: 3 clusters Score -1095626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1095626.250000 Penalty: 4305.107422
	Iteration 39Q: 3 clusters Score -1095626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1095627.250000 Penalty: 4305.107422
	Iteration 40F: 3 clusters Score -1095627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45635.546875 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -45635.55 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 209 members 
Entering Unmasked Estep 
Score: -44261.296875 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -44261.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44493.609375 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -44493.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44585.425781 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -44585.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44620.785156 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -44620.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44637.179688 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -44637.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44640.828125 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -44640.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44640.828125 Penalty: 3008.789795
	Iteration 6F: 3 clusters Score -44640.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (47430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Entering Unmasked Estep 
Score: -8889456.000000 Penalty: 2670.218506
	Iteration 0F: 2 clusters Score -8889456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8859910.000000 Penalty: 5340.437012
	Iteration 0F: 3 clusters Score -8859910 nChanged 21788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -8871906.000000 Penalty: 5340.437012
	Iteration 1F: 3 clusters Score -8871906 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8872479.000000 Penalty: 5340.437012
	Iteration 2Q: 3 clusters Score -8872479 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -8873044.000000 Penalty: 5340.437012
	Iteration 3Q: 3 clusters Score -8873044 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -8873847.000000 Penalty: 5340.437012
	Iteration 4Q: 3 clusters Score -8873847 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8875015.000000 Penalty: 5340.437012
	Iteration 5Q: 3 clusters Score -8875015 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -8876653.000000 Penalty: 5340.437012
	Iteration 6F: 3 clusters Score -8876653 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8878529.000000 Penalty: 5340.437012
	Iteration 7F: 3 clusters Score -8878529 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -8880695.000000 Penalty: 5340.437012
	Iteration 8F: 3 clusters Score -8880695 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -8882926.000000 Penalty: 5340.437012
	Iteration 9F: 3 clusters Score -8882926 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -8884537.000000 Penalty: 5340.437012
	Iteration 10F: 3 clusters Score -8884537 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -8885492.000000 Penalty: 5340.437012
	Iteration 11Q: 3 clusters Score -8885492 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -8885961.000000 Penalty: 5340.437012
	Iteration 12Q: 3 clusters Score -8885961 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -8886150.000000 Penalty: 5340.437012
	Iteration 13Q: 3 clusters Score -8886150 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -8886295.000000 Penalty: 5340.437012
	Iteration 14Q: 3 clusters Score -8886295 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -8886404.000000 Penalty: 5340.437012
	Iteration 15Q: 3 clusters Score -8886404 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8886563.000000 Penalty: 5340.437012
	Iteration 16Q: 3 clusters Score -8886563 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -8886722.000000 Penalty: 5340.437012
	Iteration 17Q: 3 clusters Score -8886722 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -8886829.000000 Penalty: 5340.437012
	Iteration 18Q: 3 clusters Score -8886829 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -8886965.000000 Penalty: 5340.437012
	Iteration 19Q: 3 clusters Score -8886965 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -8887141.000000 Penalty: 5340.437012
	Iteration 20F: 3 clusters Score -8887141 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -8887295.000000 Penalty: 5340.437012
	Iteration 21Q: 3 clusters Score -8887295 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -8887455.000000 Penalty: 5340.437012
	Iteration 22Q: 3 clusters Score -8887455 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -8887636.000000 Penalty: 5340.437012
	Iteration 23Q: 3 clusters Score -8887636 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -8887857.000000 Penalty: 5340.437012
	Iteration 24Q: 3 clusters Score -8887857 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -8888013.000000 Penalty: 5340.437012
	Iteration 25Q: 3 clusters Score -8888013 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -8888158.000000 Penalty: 5340.437012
	Iteration 26Q: 3 clusters Score -8888158 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -8888247.000000 Penalty: 5340.437012
	Iteration 27Q: 3 clusters Score -8888247 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8888353.000000 Penalty: 5340.437012
	Iteration 28Q: 3 clusters Score -8888353 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -8888437.000000 Penalty: 5340.437012
	Iteration 29Q: 3 clusters Score -8888437 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -8888501.000000 Penalty: 5340.437012
	Iteration 30Q: 3 clusters Score -8888501 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -8888535.000000 Penalty: 5340.437012
	Iteration 31Q: 3 clusters Score -8888535 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -8888536.000000 Penalty: 5340.437012
	Iteration 32Q: 3 clusters Score -8888536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -8888568.000000 Penalty: 5340.437012
	Iteration 33Q: 3 clusters Score -8888568 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -8888564.000000 Penalty: 5340.437012
	Iteration 34Q: 3 clusters Score -8888564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -8888568.000000 Penalty: 5340.437012
	Iteration 35Q: 3 clusters Score -8888568 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -8888550.000000 Penalty: 5340.437012
	Iteration 36Q: 3 clusters Score -8888550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -8888567.000000 Penalty: 5340.437012
	Iteration 37Q: 3 clusters Score -8888567 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -8888577.000000 Penalty: 5340.437012
	Iteration 38Q: 3 clusters Score -8888577 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -8888588.000000 Penalty: 5340.437012
	Iteration 39Q: 3 clusters Score -8888588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -8888620.000000 Penalty: 5340.437012
	Iteration 40F: 3 clusters Score -8888620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -8888628.000000 Penalty: 5340.437012
	Iteration 41Q: 3 clusters Score -8888628 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -8888617.000000 Penalty: 5340.437012
	Iteration 42Q: 3 clusters Score -8888617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -8888604.000000 Penalty: 5340.437012
	Iteration 43Q: 3 clusters Score -8888604 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -8888623.000000 Penalty: 5340.437012
	Iteration 44Q: 3 clusters Score -8888623 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8888618.000000 Penalty: 5340.437012
	Iteration 45Q: 3 clusters Score -8888618 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -8888636.000000 Penalty: 5340.437012
	Iteration 46Q: 3 clusters Score -8888636 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8888654.000000 Penalty: 5340.437012
	Iteration 47Q: 3 clusters Score -8888654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8888644.000000 Penalty: 5340.437012
	Iteration 48Q: 3 clusters Score -8888644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -8888631.000000 Penalty: 5340.437012
	Iteration 49Q: 3 clusters Score -8888631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8888639.000000 Penalty: 5340.437012
	Iteration 50Q: 3 clusters Score -8888639 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8888669.000000 Penalty: 5340.437012
	Iteration 51Q: 3 clusters Score -8888669 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8888700.000000 Penalty: 5340.437012
	Iteration 52Q: 3 clusters Score -8888700 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8888716.000000 Penalty: 5340.437012
	Iteration 53Q: 3 clusters Score -8888716 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8888720.000000 Penalty: 5340.437012
	Iteration 54Q: 3 clusters Score -8888720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -8888740.000000 Penalty: 5340.437012
	Iteration 55Q: 3 clusters Score -8888740 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8888768.000000 Penalty: 5340.437012
	Iteration 56Q: 3 clusters Score -8888768 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8888783.000000 Penalty: 5340.437012
	Iteration 57Q: 3 clusters Score -8888783 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8888772.000000 Penalty: 5340.437012
	Iteration 58Q: 3 clusters Score -8888772 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -8888795.000000 Penalty: 5340.437012
	Iteration 59Q: 3 clusters Score -8888795 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -8888820.000000 Penalty: 5340.437012
	Iteration 60F: 3 clusters Score -8888820 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8888802.000000 Penalty: 5340.437012
	Iteration 61Q: 3 clusters Score -8888802 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8888822.000000 Penalty: 5340.437012
	Iteration 62Q: 3 clusters Score -8888822 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8888787.000000 Penalty: 5340.437012
	Iteration 63Q: 3 clusters Score -8888787 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8888776.000000 Penalty: 5340.437012
	Iteration 64Q: 3 clusters Score -8888776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -8888813.000000 Penalty: 5340.437012
	Iteration 65Q: 3 clusters Score -8888813 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -8888802.000000 Penalty: 5340.437012
	Iteration 66Q: 3 clusters Score -8888802 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -8888812.000000 Penalty: 5340.437012
	Iteration 67Q: 3 clusters Score -8888812 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -8888843.000000 Penalty: 5340.437012
	Iteration 68Q: 3 clusters Score -8888843 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -8888803.000000 Penalty: 5340.437012
	Iteration 69Q: 3 clusters Score -8888803 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -8888813.000000 Penalty: 5340.437012
	Iteration 70Q: 3 clusters Score -8888813 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8888832.000000 Penalty: 5340.437012
	Iteration 71Q: 3 clusters Score -8888832 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -8888862.000000 Penalty: 5340.437012
	Iteration 72Q: 3 clusters Score -8888862 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8888880.000000 Penalty: 5340.437012
	Iteration 73Q: 3 clusters Score -8888880 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -8888890.000000 Penalty: 5340.437012
	Iteration 74Q: 3 clusters Score -8888890 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -8888917.000000 Penalty: 5340.437012
	Iteration 75Q: 3 clusters Score -8888917 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -8888955.000000 Penalty: 5340.437012
	Iteration 76Q: 3 clusters Score -8888955 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -8888982.000000 Penalty: 5340.437012
	Iteration 77Q: 3 clusters Score -8888982 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -8889032.000000 Penalty: 5340.437012
	Iteration 78Q: 3 clusters Score -8889032 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -8889035.000000 Penalty: 5340.437012
	Iteration 79Q: 3 clusters Score -8889035 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -8889043.000000 Penalty: 5340.437012
	Iteration 80F: 3 clusters Score -8889043 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8889108.000000 Penalty: 5340.437012
	Iteration 81Q: 3 clusters Score -8889108 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -8889144.000000 Penalty: 5340.437012
	Iteration 82Q: 3 clusters Score -8889144 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -8889200.000000 Penalty: 5340.437012
	Iteration 83Q: 3 clusters Score -8889200 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -8889246.000000 Penalty: 5340.437012
	Iteration 84Q: 3 clusters Score -8889246 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -8889298.000000 Penalty: 5340.437012
	Iteration 85Q: 3 clusters Score -8889298 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -8889310.000000 Penalty: 5340.437012
	Iteration 86Q: 3 clusters Score -8889310 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -8889362.000000 Penalty: 5340.437012
	Iteration 87Q: 3 clusters Score -8889362 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -8889380.000000 Penalty: 5340.437012
	Iteration 88Q: 3 clusters Score -8889380 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37310 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -8889362.000000 Penalty: 5340.437012
	Iteration 89Q: 3 clusters Score -8889362 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -8889409.000000 Penalty: 5340.437012
	Iteration 90Q: 3 clusters Score -8889409 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -8889446.000000 Penalty: 5340.437012
	Iteration 91Q: 3 clusters Score -8889446 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8889489.000000 Penalty: 5340.437012
	Iteration 92Q: 3 clusters Score -8889489 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -8889479.000000 Penalty: 5340.437012
	Iteration 93Q: 3 clusters Score -8889479 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -8889485.000000 Penalty: 5340.437012
	Iteration 94Q: 3 clusters Score -8889485 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40526 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -8889539.000000 Penalty: 5340.437012
	Iteration 95Q: 3 clusters Score -8889539 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -8889571.000000 Penalty: 5340.437012
	Iteration 96Q: 3 clusters Score -8889571 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -8889568.000000 Penalty: 5340.437012
	Iteration 97Q: 3 clusters Score -8889568 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8889602.000000 Penalty: 5340.437012
	Iteration 98Q: 3 clusters Score -8889602 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8889501.000000 Penalty: 5340.437012
	Iteration 99Q: 3 clusters Score -8889501 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8889511.000000 Penalty: 5340.437012
	Iteration 100F: 3 clusters Score -8889511 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8889448.000000 Penalty: 5340.437012
	Iteration 101Q: 3 clusters Score -8889448 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8889370.000000 Penalty: 5340.437012
	Iteration 102Q: 3 clusters Score -8889370 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -8889283.000000 Penalty: 5340.437012
	Iteration 103Q: 3 clusters Score -8889283 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -8889171.000000 Penalty: 5340.437012
	Iteration 104Q: 3 clusters Score -8889171 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8889109.000000 Penalty: 5340.437012
	Iteration 105Q: 3 clusters Score -8889109 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8888985.000000 Penalty: 5340.437012
	Iteration 106Q: 3 clusters Score -8888985 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8888911.000000 Penalty: 5340.437012
	Iteration 107Q: 3 clusters Score -8888911 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8888819.000000 Penalty: 5340.437012
	Iteration 108Q: 3 clusters Score -8888819 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8888714.000000 Penalty: 5340.437012
	Iteration 109Q: 3 clusters Score -8888714 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8888651.000000 Penalty: 5340.437012
	Iteration 110Q: 3 clusters Score -8888651 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8888596.000000 Penalty: 5340.437012
	Iteration 111Q: 3 clusters Score -8888596 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8888557.000000 Penalty: 5340.437012
	Iteration 112Q: 3 clusters Score -8888557 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8888494.000000 Penalty: 5340.437012
	Iteration 113Q: 3 clusters Score -8888494 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8888445.000000 Penalty: 5340.437012
	Iteration 114Q: 3 clusters Score -8888445 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8888390.000000 Penalty: 5340.437012
	Iteration 115Q: 3 clusters Score -8888390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8888353.000000 Penalty: 5340.437012
	Iteration 116Q: 3 clusters Score -8888353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8888314.000000 Penalty: 5340.437012
	Iteration 117Q: 3 clusters Score -8888314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8888291.000000 Penalty: 5340.437012
	Iteration 118Q: 3 clusters Score -8888291 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8888261.000000 Penalty: 5340.437012
	Iteration 119Q: 3 clusters Score -8888261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8888253.000000 Penalty: 5340.437012
	Iteration 120F: 3 clusters Score -8888253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8888226.000000 Penalty: 5340.437012
	Iteration 121Q: 3 clusters Score -8888226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8888220.000000 Penalty: 5340.437012
	Iteration 122Q: 3 clusters Score -8888220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8888218.000000 Penalty: 5340.437012
	Iteration 123Q: 3 clusters Score -8888218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8888205.000000 Penalty: 5340.437012
	Iteration 124Q: 3 clusters Score -8888205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8888197.000000 Penalty: 5340.437012
	Iteration 125Q: 3 clusters Score -8888197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8888193.000000 Penalty: 5340.437012
	Iteration 126Q: 3 clusters Score -8888193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46245 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8888196.000000 Penalty: 5340.437012
	Iteration 127Q: 3 clusters Score -8888196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8888187.000000 Penalty: 5340.437012
	Iteration 128Q: 3 clusters Score -8888187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8888181.000000 Penalty: 5340.437012
	Iteration 129Q: 3 clusters Score -8888181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46264 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8888184.000000 Penalty: 5340.437012
	Iteration 130Q: 3 clusters Score -8888184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8888192.000000 Penalty: 5340.437012
	Iteration 131Q: 3 clusters Score -8888192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8888195.000000 Penalty: 5340.437012
	Iteration 132Q: 3 clusters Score -8888195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8888185.000000 Penalty: 5340.437012
	Iteration 133Q: 3 clusters Score -8888185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8888174.000000 Penalty: 5340.437012
	Iteration 134Q: 3 clusters Score -8888174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8888167.000000 Penalty: 5340.437012
	Iteration 135Q: 3 clusters Score -8888167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8888161.000000 Penalty: 5340.437012
	Iteration 136Q: 3 clusters Score -8888161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8888159.000000 Penalty: 5340.437012
	Iteration 137Q: 3 clusters Score -8888159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46325 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8888162.000000 Penalty: 5340.437012
	Iteration 138Q: 3 clusters Score -8888162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8888155.000000 Penalty: 5340.437012
	Iteration 139Q: 3 clusters Score -8888155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8888155.000000 Penalty: 5340.437012
	Iteration 140F: 3 clusters Score -8888155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Entering Unmasked Estep 
Score: -8398545.000000 Penalty: 2657.885498
	Iteration 0F: 2 clusters Score -8398545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -8368499.000000 Penalty: 5315.770996
	Iteration 0F: 3 clusters Score -8368499 nChanged 20800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -8380144.500000 Penalty: 5315.770996
	Iteration 1F: 3 clusters Score -8380144 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -8380877.500000 Penalty: 5315.770996
	Iteration 2Q: 3 clusters Score -8380878 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 26583 members 
Entering Unmasked Estep 
Score: -8381690.000000 Penalty: 5315.770996
	Iteration 3Q: 3 clusters Score -8381690 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -8382861.500000 Penalty: 5315.770996
	Iteration 4F: 3 clusters Score -8382862 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8384415.500000 Penalty: 5315.770996
	Iteration 5F: 3 clusters Score -8384416 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -8386805.000000 Penalty: 5315.770996
	Iteration 6F: 3 clusters Score -8386805 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -8389695.000000 Penalty: 5315.770996
	Iteration 7F: 3 clusters Score -8389695 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8392300.000000 Penalty: 5315.770996
	Iteration 8F: 3 clusters Score -8392300 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8394096.000000 Penalty: 5315.770996
	Iteration 9Q: 3 clusters Score -8394096 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8395136.000000 Penalty: 5315.770996
	Iteration 10Q: 3 clusters Score -8395136 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8395682.000000 Penalty: 5315.770996
	Iteration 11Q: 3 clusters Score -8395682 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8395917.000000 Penalty: 5315.770996
	Iteration 12Q: 3 clusters Score -8395917 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8396056.000000 Penalty: 5315.770996
	Iteration 13Q: 3 clusters Score -8396056 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8396122.000000 Penalty: 5315.770996
	Iteration 14Q: 3 clusters Score -8396122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8396155.000000 Penalty: 5315.770996
	Iteration 15Q: 3 clusters Score -8396155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8396197.000000 Penalty: 5315.770996
	Iteration 16Q: 3 clusters Score -8396197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8396222.000000 Penalty: 5315.770996
	Iteration 17Q: 3 clusters Score -8396222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8396238.000000 Penalty: 5315.770996
	Iteration 18Q: 3 clusters Score -8396238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -8396265.000000 Penalty: 5315.770996
	Iteration 19Q: 3 clusters Score -8396265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8396268.000000 Penalty: 5315.770996
	Iteration 20F: 3 clusters Score -8396268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8396270.000000 Penalty: 5315.770996
	Iteration 21Q: 3 clusters Score -8396270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8396280.000000 Penalty: 5315.770996
	Iteration 22Q: 3 clusters Score -8396280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8396288.000000 Penalty: 5315.770996
	Iteration 23Q: 3 clusters Score -8396288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44752 members 
Entering Unmasked Estep 
Score: -8396294.000000 Penalty: 5315.770996
	Iteration 24Q: 3 clusters Score -8396294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8396298.000000 Penalty: 5315.770996
	Iteration 25Q: 3 clusters Score -8396298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -8396302.000000 Penalty: 5315.770996
	Iteration 26Q: 3 clusters Score -8396302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8396306.000000 Penalty: 5315.770996
	Iteration 27Q: 3 clusters Score -8396306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8396311.000000 Penalty: 5315.770996
	Iteration 28Q: 3 clusters Score -8396311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -8396322.000000 Penalty: 5315.770996
	Iteration 29Q: 3 clusters Score -8396322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8396320.000000 Penalty: 5315.770996
	Iteration 30Q: 3 clusters Score -8396320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -8396322.000000 Penalty: 5315.770996
	Iteration 31Q: 3 clusters Score -8396322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8396320.000000 Penalty: 5315.770996
	Iteration 32Q: 3 clusters Score -8396320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8396325.000000 Penalty: 5315.770996
	Iteration 33Q: 3 clusters Score -8396325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8396323.000000 Penalty: 5315.770996
	Iteration 34Q: 3 clusters Score -8396323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8396322.000000 Penalty: 5315.770996
	Iteration 35Q: 3 clusters Score -8396322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8396324.000000 Penalty: 5315.770996
	Iteration 36Q: 3 clusters Score -8396324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8396329.000000 Penalty: 5315.770996
	Iteration 37Q: 3 clusters Score -8396329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8396326.000000 Penalty: 5315.770996
	Iteration 38Q: 3 clusters Score -8396326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8396326.000000 Penalty: 5315.770996
	Iteration 39F: 3 clusters Score -8396326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 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 111 members 
Entering Unmasked Estep 
Score: -16300.022461 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16300.02 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16422.048828 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16422.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16470.294922 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16470.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16481.855469 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16481.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16485.492188 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16485.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -16499.261719 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16499.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16510.734375 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -16510.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -16510.734375 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -16510.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 41968 members 
Mstep: Class 3 contains 51806 members 
Mstep: Class 4 contains 39293 members 
Mstep: Class 5 contains 48305 members 
Mstep: Class 6 contains 22506 members 
Mstep: Class 7 contains 46380 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49496 members 
Mstep: Class 10 contains 44376 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 25132 members 
Mstep: Class 16 contains 55666 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27831 members 
Mstep: Class 20 contains 55163 members 
Mstep: Class 21 contains 9522 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5882 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47430 members 
Mstep: Class 27 contains 45129 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126624.000000 Penalty: 93905.554688
Iteration 119Q: 29 clusters Score -1.371266e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 41995 members 
Mstep: Class 3 contains 51642 members 
Mstep: Class 4 contains 39483 members 
Mstep: Class 5 contains 48286 members 
Mstep: Class 6 contains 22505 members 
Mstep: Class 7 contains 46366 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49452 members 
Mstep: Class 10 contains 44350 members 
Mstep: Class 11 contains 43863 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 55581 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27790 members 
Mstep: Class 20 contains 55177 members 
Mstep: Class 21 contains 9540 members 
Mstep: Class 22 contains 30475 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5879 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47332 members 
Mstep: Class 27 contains 45044 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127184.000000 Penalty: 93905.554688
Iteration 120F: 29 clusters Score -1.371272e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 41999 members 
Mstep: Class 3 contains 51492 members 
Mstep: Class 4 contains 39644 members 
Mstep: Class 5 contains 48244 members 
Mstep: Class 6 contains 22512 members 
Mstep: Class 7 contains 46349 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49409 members 
Mstep: Class 10 contains 44340 members 
Mstep: Class 11 contains 43817 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 25994 members 
Mstep: Class 16 contains 55461 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27767 members 
Mstep: Class 20 contains 55154 members 
Mstep: Class 21 contains 9557 members 
Mstep: Class 22 contains 30480 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5885 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47264 members 
Mstep: Class 27 contains 44967 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127920.000000 Penalty: 93905.554688
Iteration 121Q: 29 clusters Score -1.371279e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 41986 members 
Mstep: Class 3 contains 51321 members 
Mstep: Class 4 contains 39780 members 
Mstep: Class 5 contains 48162 members 
Mstep: Class 6 contains 22520 members 
Mstep: Class 7 contains 46343 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49384 members 
Mstep: Class 10 contains 44340 members 
Mstep: Class 11 contains 43770 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 26446 members 
Mstep: Class 16 contains 55404 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27729 members 
Mstep: Class 20 contains 55138 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 30486 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5891 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47149 members 
Mstep: Class 27 contains 44919 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128160.000000 Penalty: 93905.554688
Iteration 122Q: 29 clusters Score -1.371282e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 41974 members 
Mstep: Class 3 contains 51213 members 
Mstep: Class 4 contains 39885 members 
Mstep: Class 5 contains 48061 members 
Mstep: Class 6 contains 22519 members 
Mstep: Class 7 contains 46333 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49338 members 
Mstep: Class 10 contains 44342 members 
Mstep: Class 11 contains 43746 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 26956 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27680 members 
Mstep: Class 20 contains 55150 members 
Mstep: Class 21 contains 9590 members 
Mstep: Class 22 contains 30463 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5894 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 47036 members 
Mstep: Class 27 contains 44896 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128336.000000 Penalty: 93905.554688
Iteration 123Q: 29 clusters Score -1.371283e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 51084 members 
Mstep: Class 4 contains 39959 members 
Mstep: Class 5 contains 48006 members 
Mstep: Class 6 contains 22524 members 
Mstep: Class 7 contains 46319 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49307 members 
Mstep: Class 10 contains 44307 members 
Mstep: Class 11 contains 43704 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 27473 members 
Mstep: Class 16 contains 55146 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27654 members 
Mstep: Class 20 contains 55157 members 
Mstep: Class 21 contains 9599 members 
Mstep: Class 22 contains 30459 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5888 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46901 members 
Mstep: Class 27 contains 44903 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128512.000000 Penalty: 93905.554688
Iteration 124Q: 29 clusters Score -1.371285e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 50999 members 
Mstep: Class 4 contains 40007 members 
Mstep: Class 5 contains 47958 members 
Mstep: Class 6 contains 22529 members 
Mstep: Class 7 contains 46306 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49271 members 
Mstep: Class 10 contains 44227 members 
Mstep: Class 11 contains 43678 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 27993 members 
Mstep: Class 16 contains 55035 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27621 members 
Mstep: Class 20 contains 55134 members 
Mstep: Class 21 contains 9605 members 
Mstep: Class 22 contains 30453 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5879 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46814 members 
Mstep: Class 27 contains 44864 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128832.000000 Penalty: 93905.554688
Iteration 125Q: 29 clusters Score -1.371288e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 42024 members 
Mstep: Class 3 contains 50911 members 
Mstep: Class 4 contains 40051 members 
Mstep: Class 5 contains 47932 members 
Mstep: Class 6 contains 22536 members 
Mstep: Class 7 contains 46323 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49253 members 
Mstep: Class 10 contains 44182 members 
Mstep: Class 11 contains 43655 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 28540 members 
Mstep: Class 16 contains 54842 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27590 members 
Mstep: Class 20 contains 55094 members 
Mstep: Class 21 contains 9609 members 
Mstep: Class 22 contains 30430 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5867 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46745 members 
Mstep: Class 27 contains 44837 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129232.000000 Penalty: 93905.554688
Iteration 126Q: 29 clusters Score -1.371292e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 42055 members 
Mstep: Class 3 contains 50798 members 
Mstep: Class 4 contains 40062 members 
Mstep: Class 5 contains 47858 members 
Mstep: Class 6 contains 22537 members 
Mstep: Class 7 contains 46332 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49211 members 
Mstep: Class 10 contains 44139 members 
Mstep: Class 11 contains 43608 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 54719 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27559 members 
Mstep: Class 20 contains 55036 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 22 contains 30404 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5858 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46700 members 
Mstep: Class 27 contains 44836 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129760.000000 Penalty: 93905.554688
Iteration 127Q: 29 clusters Score -1.371298e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 42083 members 
Mstep: Class 3 contains 50663 members 
Mstep: Class 4 contains 40071 members 
Mstep: Class 5 contains 47774 members 
Mstep: Class 6 contains 22527 members 
Mstep: Class 7 contains 46351 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49188 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 43550 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 29744 members 
Mstep: Class 16 contains 54642 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27526 members 
Mstep: Class 20 contains 54931 members 
Mstep: Class 21 contains 9634 members 
Mstep: Class 22 contains 30385 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5838 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46652 members 
Mstep: Class 27 contains 44832 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130320.000000 Penalty: 93905.554688
Iteration 128Q: 29 clusters Score -1.371303e+08 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 42067 members 
Mstep: Class 3 contains 50580 members 
Mstep: Class 4 contains 40086 members 
Mstep: Class 5 contains 47701 members 
Mstep: Class 6 contains 22528 members 
Mstep: Class 7 contains 46403 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49150 members 
Mstep: Class 10 contains 44048 members 
Mstep: Class 11 contains 43477 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 30424 members 
Mstep: Class 16 contains 54509 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27494 members 
Mstep: Class 20 contains 54779 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 22 contains 30367 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5821 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46587 members 
Mstep: Class 27 contains 44842 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130800.000000 Penalty: 93905.554688
Iteration 129Q: 29 clusters Score -1.371308e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46061 members 
Mstep: Class 2 contains 42079 members 
Mstep: Class 3 contains 50541 members 
Mstep: Class 4 contains 40086 members 
Mstep: Class 5 contains 47676 members 
Mstep: Class 6 contains 22526 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49133 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 43415 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 31110 members 
Mstep: Class 16 contains 54284 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27492 members 
Mstep: Class 20 contains 54561 members 
Mstep: Class 21 contains 9679 members 
Mstep: Class 22 contains 30344 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5815 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46499 members 
Mstep: Class 27 contains 44849 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131760.000000 Penalty: 93905.554688
Iteration 130Q: 29 clusters Score -1.371318e+08 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 42032 members 
Mstep: Class 3 contains 50487 members 
Mstep: Class 4 contains 40092 members 
Mstep: Class 5 contains 47679 members 
Mstep: Class 6 contains 22533 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49103 members 
Mstep: Class 10 contains 43937 members 
Mstep: Class 11 contains 43336 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 31832 members 
Mstep: Class 16 contains 54060 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27486 members 
Mstep: Class 20 contains 54418 members 
Mstep: Class 21 contains 9704 members 
Mstep: Class 22 contains 30337 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5822 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46373 members 
Mstep: Class 27 contains 44842 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131616.000000 Penalty: 93905.554688
Iteration 131Q: 29 clusters Score -1.371316e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 41996 members 
Mstep: Class 3 contains 50426 members 
Mstep: Class 4 contains 40062 members 
Mstep: Class 5 contains 47685 members 
Mstep: Class 6 contains 22536 members 
Mstep: Class 7 contains 46455 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49075 members 
Mstep: Class 10 contains 43943 members 
Mstep: Class 11 contains 43239 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 32626 members 
Mstep: Class 16 contains 53722 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27482 members 
Mstep: Class 20 contains 54306 members 
Mstep: Class 21 contains 9727 members 
Mstep: Class 22 contains 30313 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46251 members 
Mstep: Class 27 contains 44847 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132096.000000 Penalty: 93905.554688
Iteration 132Q: 29 clusters Score -1.371321e+08 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 41956 members 
Mstep: Class 3 contains 50358 members 
Mstep: Class 4 contains 40045 members 
Mstep: Class 5 contains 47693 members 
Mstep: Class 6 contains 22544 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49058 members 
Mstep: Class 10 contains 43922 members 
Mstep: Class 11 contains 43197 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 33474 members 
Mstep: Class 16 contains 53304 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27473 members 
Mstep: Class 20 contains 54238 members 
Mstep: Class 21 contains 9748 members 
Mstep: Class 22 contains 30293 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5841 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46122 members 
Mstep: Class 27 contains 44810 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132800.000000 Penalty: 93905.554688
Iteration 133Q: 29 clusters Score -1.371328e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 41871 members 
Mstep: Class 3 contains 50230 members 
Mstep: Class 4 contains 40021 members 
Mstep: Class 5 contains 47666 members 
Mstep: Class 6 contains 22543 members 
Mstep: Class 7 contains 46474 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49048 members 
Mstep: Class 10 contains 43887 members 
Mstep: Class 11 contains 43136 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 34407 members 
Mstep: Class 16 contains 52958 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27460 members 
Mstep: Class 20 contains 54161 members 
Mstep: Class 21 contains 9761 members 
Mstep: Class 22 contains 30274 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5882 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46012 members 
Mstep: Class 27 contains 44767 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132528.000000 Penalty: 93905.554688
Iteration 134Q: 29 clusters Score -1.371325e+08 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 41829 members 
Mstep: Class 3 contains 50093 members 
Mstep: Class 4 contains 39978 members 
Mstep: Class 5 contains 47646 members 
Mstep: Class 6 contains 22553 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49034 members 
Mstep: Class 10 contains 43819 members 
Mstep: Class 11 contains 43063 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 35416 members 
Mstep: Class 16 contains 52630 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27453 members 
Mstep: Class 20 contains 54063 members 
Mstep: Class 21 contains 9772 members 
Mstep: Class 22 contains 30257 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5899 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45880 members 
Mstep: Class 27 contains 44732 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133088.000000 Penalty: 93905.554688
Iteration 135Q: 29 clusters Score -1.371331e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 41790 members 
Mstep: Class 3 contains 49957 members 
Mstep: Class 4 contains 39909 members 
Mstep: Class 5 contains 47681 members 
Mstep: Class 6 contains 22552 members 
Mstep: Class 7 contains 46451 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49036 members 
Mstep: Class 10 contains 43754 members 
Mstep: Class 11 contains 42969 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 36510 members 
Mstep: Class 16 contains 52258 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27438 members 
Mstep: Class 20 contains 53954 members 
Mstep: Class 21 contains 9793 members 
Mstep: Class 22 contains 30240 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5926 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45734 members 
Mstep: Class 27 contains 44667 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134128.000000 Penalty: 93905.554688
Iteration 136Q: 29 clusters Score -1.371341e+08 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 41709 members 
Mstep: Class 3 contains 49867 members 
Mstep: Class 4 contains 39836 members 
Mstep: Class 5 contains 47667 members 
Mstep: Class 6 contains 22553 members 
Mstep: Class 7 contains 46402 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 49011 members 
Mstep: Class 10 contains 43682 members 
Mstep: Class 11 contains 42895 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 37669 members 
Mstep: Class 16 contains 51785 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27414 members 
Mstep: Class 20 contains 53835 members 
Mstep: Class 21 contains 9815 members 
Mstep: Class 22 contains 30239 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45651 members 
Mstep: Class 27 contains 44631 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134704.000000 Penalty: 93905.554688
Iteration 137Q: 29 clusters Score -1.371347e+08 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 49744 members 
Mstep: Class 4 contains 39754 members 
Mstep: Class 5 contains 47703 members 
Mstep: Class 6 contains 22568 members 
Mstep: Class 7 contains 46344 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48956 members 
Mstep: Class 10 contains 43624 members 
Mstep: Class 11 contains 42814 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 39004 members 
Mstep: Class 16 contains 51189 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27371 members 
Mstep: Class 20 contains 53730 members 
Mstep: Class 21 contains 9824 members 
Mstep: Class 22 contains 30242 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6010 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45544 members 
Mstep: Class 27 contains 44581 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135968.000000 Penalty: 93905.554688
Iteration 138Q: 29 clusters Score -1.37136e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 41540 members 
Mstep: Class 3 contains 49590 members 
Mstep: Class 4 contains 39668 members 
Mstep: Class 5 contains 47680 members 
Mstep: Class 6 contains 22577 members 
Mstep: Class 7 contains 46237 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48915 members 
Mstep: Class 10 contains 43595 members 
Mstep: Class 11 contains 42721 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 40403 members 
Mstep: Class 16 contains 50632 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27328 members 
Mstep: Class 20 contains 53662 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 30257 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6053 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45452 members 
Mstep: Class 27 contains 44542 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136400.000000 Penalty: 93905.554688
Iteration 139Q: 29 clusters Score -1.371364e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 41463 members 
Mstep: Class 3 contains 49325 members 
Mstep: Class 4 contains 39552 members 
Mstep: Class 5 contains 47655 members 
Mstep: Class 6 contains 22595 members 
Mstep: Class 7 contains 46154 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48875 members 
Mstep: Class 10 contains 43584 members 
Mstep: Class 11 contains 42600 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 41915 members 
Mstep: Class 16 contains 50188 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27289 members 
Mstep: Class 20 contains 53541 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 30249 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6102 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45364 members 
Mstep: Class 27 contains 44466 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137216.000000 Penalty: 93905.554688
Iteration 140F: 29 clusters Score -1.371372e+08 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 41342 members 
Mstep: Class 3 contains 49051 members 
Mstep: Class 4 contains 39384 members 
Mstep: Class 5 contains 47622 members 
Mstep: Class 6 contains 22619 members 
Mstep: Class 7 contains 46134 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48850 members 
Mstep: Class 10 contains 43577 members 
Mstep: Class 11 contains 42432 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 43567 members 
Mstep: Class 16 contains 49750 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27250 members 
Mstep: Class 20 contains 53388 members 
Mstep: Class 21 contains 9876 members 
Mstep: Class 22 contains 30237 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45301 members 
Mstep: Class 27 contains 44379 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137904.000000 Penalty: 93905.554688
Iteration 141Q: 29 clusters Score -1.371379e+08 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 41182 members 
Mstep: Class 3 contains 48717 members 
Mstep: Class 4 contains 39172 members 
Mstep: Class 5 contains 47483 members 
Mstep: Class 6 contains 22627 members 
Mstep: Class 7 contains 46090 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48867 members 
Mstep: Class 10 contains 43591 members 
Mstep: Class 11 contains 42263 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 45496 members 
Mstep: Class 16 contains 49321 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27180 members 
Mstep: Class 20 contains 53234 members 
Mstep: Class 21 contains 9892 members 
Mstep: Class 22 contains 30226 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45237 members 
Mstep: Class 27 contains 44280 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138976.000000 Penalty: 93905.554688
Iteration 142Q: 29 clusters Score -1.37139e+08 nChanged 7276
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 40988 members 
Mstep: Class 3 contains 48433 members 
Mstep: Class 4 contains 38943 members 
Mstep: Class 5 contains 47334 members 
Mstep: Class 6 contains 22654 members 
Mstep: Class 7 contains 46033 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48835 members 
Mstep: Class 10 contains 43609 members 
Mstep: Class 11 contains 42118 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 47332 members 
Mstep: Class 16 contains 49068 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27101 members 
Mstep: Class 20 contains 53057 members 
Mstep: Class 21 contains 9907 members 
Mstep: Class 22 contains 30221 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6241 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45121 members 
Mstep: Class 27 contains 44159 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140800.000000 Penalty: 93905.554688
Iteration 143Q: 29 clusters Score -1.371408e+08 nChanged 7649
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 48241 members 
Mstep: Class 4 contains 38723 members 
Mstep: Class 5 contains 47094 members 
Mstep: Class 6 contains 22668 members 
Mstep: Class 7 contains 45996 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48840 members 
Mstep: Class 10 contains 43609 members 
Mstep: Class 11 contains 41970 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49075 members 
Mstep: Class 16 contains 48927 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 27040 members 
Mstep: Class 20 contains 52890 members 
Mstep: Class 21 contains 9912 members 
Mstep: Class 22 contains 30237 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 6269 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45018 members 
Mstep: Class 27 contains 44015 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141232.000000 Penalty: 93905.554688
Iteration 144Q: 29 clusters Score -1.371412e+08 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 40497 members 
Mstep: Class 3 contains 48087 members 
Mstep: Class 4 contains 38515 members 
Mstep: Class 5 contains 46881 members 
Mstep: Class 6 contains 22684 members 
Mstep: Class 7 contains 46001 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48817 members 
Mstep: Class 10 contains 43548 members 
Mstep: Class 11 contains 41837 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50677 members 
Mstep: Class 16 contains 48830 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26944 members 
Mstep: Class 20 contains 52685 members 
Mstep: Class 21 contains 9919 members 
Mstep: Class 22 contains 30240 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 6335 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44922 members 
Mstep: Class 27 contains 43841 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141264.000000 Penalty: 93905.554688
Iteration 145Q: 29 clusters Score -1.371413e+08 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 40274 members 
Mstep: Class 3 contains 47969 members 
Mstep: Class 4 contains 38357 members 
Mstep: Class 5 contains 46669 members 
Mstep: Class 6 contains 22702 members 
Mstep: Class 7 contains 46018 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48803 members 
Mstep: Class 10 contains 43528 members 
Mstep: Class 11 contains 41707 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 51965 members 
Mstep: Class 16 contains 49024 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26877 members 
Mstep: Class 20 contains 52483 members 
Mstep: Class 21 contains 9920 members 
Mstep: Class 22 contains 30241 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44793 members 
Mstep: Class 27 contains 43633 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141008.000000 Penalty: 93905.554688
Iteration 146Q: 29 clusters Score -1.37141e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 40069 members 
Mstep: Class 3 contains 47942 members 
Mstep: Class 4 contains 38187 members 
Mstep: Class 5 contains 46560 members 
Mstep: Class 6 contains 22714 members 
Mstep: Class 7 contains 46060 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48837 members 
Mstep: Class 10 contains 43488 members 
Mstep: Class 11 contains 41589 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 52691 members 
Mstep: Class 16 contains 49439 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26821 members 
Mstep: Class 20 contains 52366 members 
Mstep: Class 21 contains 9922 members 
Mstep: Class 22 contains 30233 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6351 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44719 members 
Mstep: Class 27 contains 43393 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141568.000000 Penalty: 93905.554688
Iteration 147Q: 29 clusters Score -1.371416e+08 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 39858 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 38026 members 
Mstep: Class 5 contains 46555 members 
Mstep: Class 6 contains 22724 members 
Mstep: Class 7 contains 46114 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48829 members 
Mstep: Class 10 contains 43480 members 
Mstep: Class 11 contains 41444 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53064 members 
Mstep: Class 16 contains 49795 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26750 members 
Mstep: Class 20 contains 52247 members 
Mstep: Class 21 contains 9933 members 
Mstep: Class 22 contains 30234 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 6312 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44655 members 
Mstep: Class 27 contains 43110 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141664.000000 Penalty: 93905.554688
Iteration 148Q: 29 clusters Score -1.371417e+08 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 39673 members 
Mstep: Class 3 contains 48443 members 
Mstep: Class 4 contains 37890 members 
Mstep: Class 5 contains 46634 members 
Mstep: Class 6 contains 22728 members 
Mstep: Class 7 contains 46158 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48831 members 
Mstep: Class 10 contains 43487 members 
Mstep: Class 11 contains 41332 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53253 members 
Mstep: Class 16 contains 50035 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26683 members 
Mstep: Class 20 contains 52186 members 
Mstep: Class 21 contains 9929 members 
Mstep: Class 22 contains 30219 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44644 members 
Mstep: Class 27 contains 42841 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141824.000000 Penalty: 93905.554688
Iteration 149Q: 29 clusters Score -1.371418e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 39472 members 
Mstep: Class 3 contains 48636 members 
Mstep: Class 4 contains 37806 members 
Mstep: Class 5 contains 46824 members 
Mstep: Class 6 contains 22737 members 
Mstep: Class 7 contains 46187 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48812 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 41250 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53349 members 
Mstep: Class 16 contains 50206 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26652 members 
Mstep: Class 20 contains 52130 members 
Mstep: Class 21 contains 9925 members 
Mstep: Class 22 contains 30217 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6192 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44602 members 
Mstep: Class 27 contains 42573 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141648.000000 Penalty: 93905.554688
Iteration 150Q: 29 clusters Score -1.371416e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 39278 members 
Mstep: Class 3 contains 48966 members 
Mstep: Class 4 contains 37745 members 
Mstep: Class 5 contains 47001 members 
Mstep: Class 6 contains 22742 members 
Mstep: Class 7 contains 46197 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48782 members 
Mstep: Class 10 contains 43510 members 
Mstep: Class 11 contains 41221 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53337 members 
Mstep: Class 16 contains 50323 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 52036 members 
Mstep: Class 21 contains 9920 members 
Mstep: Class 22 contains 30236 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 6138 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44542 members 
Mstep: Class 27 contains 42319 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141616.000000 Penalty: 93905.554688
Iteration 151Q: 29 clusters Score -1.371416e+08 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 39095 members 
Mstep: Class 3 contains 49325 members 
Mstep: Class 4 contains 37682 members 
Mstep: Class 5 contains 47264 members 
Mstep: Class 6 contains 22760 members 
Mstep: Class 7 contains 46224 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48753 members 
Mstep: Class 10 contains 43485 members 
Mstep: Class 11 contains 41200 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53239 members 
Mstep: Class 16 contains 50401 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 51914 members 
Mstep: Class 21 contains 9910 members 
Mstep: Class 22 contains 30247 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 6085 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44478 members 
Mstep: Class 27 contains 42054 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141680.000000 Penalty: 93905.554688
Iteration 152Q: 29 clusters Score -1.371417e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 38932 members 
Mstep: Class 3 contains 49513 members 
Mstep: Class 4 contains 37684 members 
Mstep: Class 5 contains 47634 members 
Mstep: Class 6 contains 22783 members 
Mstep: Class 7 contains 46263 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48721 members 
Mstep: Class 10 contains 43429 members 
Mstep: Class 11 contains 41214 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 53116 members 
Mstep: Class 16 contains 50428 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26587 members 
Mstep: Class 20 contains 51876 members 
Mstep: Class 21 contains 9917 members 
Mstep: Class 22 contains 30250 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 6015 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44387 members 
Mstep: Class 27 contains 41802 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142144.000000 Penalty: 93905.554688
Iteration 153Q: 29 clusters Score -1.371421e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 38818 members 
Mstep: Class 3 contains 49542 members 
Mstep: Class 4 contains 37691 members 
Mstep: Class 5 contains 48033 members 
Mstep: Class 6 contains 22800 members 
Mstep: Class 7 contains 46287 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48696 members 
Mstep: Class 10 contains 43381 members 
Mstep: Class 11 contains 41212 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 52978 members 
Mstep: Class 16 contains 50442 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26544 members 
Mstep: Class 20 contains 51987 members 
Mstep: Class 21 contains 9928 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5931 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44326 members 
Mstep: Class 27 contains 41543 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142672.000000 Penalty: 93905.554688
Iteration 154Q: 29 clusters Score -1.371427e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 38690 members 
Mstep: Class 3 contains 49523 members 
Mstep: Class 4 contains 37709 members 
Mstep: Class 5 contains 48335 members 
Mstep: Class 6 contains 22809 members 
Mstep: Class 7 contains 46331 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48674 members 
Mstep: Class 10 contains 43333 members 
Mstep: Class 11 contains 41232 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 52706 members 
Mstep: Class 16 contains 50498 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26528 members 
Mstep: Class 20 contains 52217 members 
Mstep: Class 21 contains 9932 members 
Mstep: Class 22 contains 30253 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5848 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44267 members 
Mstep: Class 27 contains 41319 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143184.000000 Penalty: 93905.554688
Iteration 155Q: 29 clusters Score -1.371432e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 38577 members 
Mstep: Class 3 contains 49414 members 
Mstep: Class 4 contains 37728 members 
Mstep: Class 5 contains 48605 members 
Mstep: Class 6 contains 22818 members 
Mstep: Class 7 contains 46352 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48648 members 
Mstep: Class 10 contains 43264 members 
Mstep: Class 11 contains 41294 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 52404 members 
Mstep: Class 16 contains 50583 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26497 members 
Mstep: Class 20 contains 52507 members 
Mstep: Class 21 contains 9937 members 
Mstep: Class 22 contains 30224 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 5793 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44305 members 
Mstep: Class 27 contains 41110 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142960.000000 Penalty: 93905.554688
Iteration 156Q: 29 clusters Score -1.37143e+08 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 38396 members 
Mstep: Class 3 contains 49306 members 
Mstep: Class 4 contains 37743 members 
Mstep: Class 5 contains 48807 members 
Mstep: Class 6 contains 22830 members 
Mstep: Class 7 contains 46400 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48637 members 
Mstep: Class 10 contains 43222 members 
Mstep: Class 11 contains 41358 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 52066 members 
Mstep: Class 16 contains 50671 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26477 members 
Mstep: Class 20 contains 52803 members 
Mstep: Class 21 contains 9942 members 
Mstep: Class 22 contains 30202 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44405 members 
Mstep: Class 27 contains 40941 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143056.000000 Penalty: 93905.554688
Iteration 157Q: 29 clusters Score -1.371431e+08 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 38211 members 
Mstep: Class 3 contains 49161 members 
Mstep: Class 4 contains 37766 members 
Mstep: Class 5 contains 48944 members 
Mstep: Class 6 contains 22840 members 
Mstep: Class 7 contains 46477 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48638 members 
Mstep: Class 10 contains 43179 members 
Mstep: Class 11 contains 41408 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 51730 members 
Mstep: Class 16 contains 50796 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26466 members 
Mstep: Class 20 contains 53147 members 
Mstep: Class 21 contains 9962 members 
Mstep: Class 22 contains 30179 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5700 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44507 members 
Mstep: Class 27 contains 40764 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143232.000000 Penalty: 93905.554688
Iteration 158Q: 29 clusters Score -1.371432e+08 nChanged 4244
Entering ConstructFrom: 
Score: -137143232.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (46717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Entering Unmasked Estep 
Score: -8772541.000000 Penalty: 2666.462158
	Iteration 0F: 2 clusters Score -8772541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8742318.000000 Penalty: 5332.924316
	Iteration 0F: 3 clusters Score -8742318 nChanged 21340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8754299.000000 Penalty: 5332.924316
	Iteration 1F: 3 clusters Score -8754299 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -8755002.000000 Penalty: 5332.924316
	Iteration 2Q: 3 clusters Score -8755002 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -8755877.000000 Penalty: 5332.924316
	Iteration 3Q: 3 clusters Score -8755877 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -8757180.000000 Penalty: 5332.924316
	Iteration 4F: 3 clusters Score -8757180 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8758915.000000 Penalty: 5332.924316
	Iteration 5F: 3 clusters Score -8758915 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -8761137.000000 Penalty: 5332.924316
	Iteration 6F: 3 clusters Score -8761137 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8763499.000000 Penalty: 5332.924316
	Iteration 7F: 3 clusters Score -8763499 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8765672.000000 Penalty: 5332.924316
	Iteration 8F: 3 clusters Score -8765672 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -8767262.000000 Penalty: 5332.924316
	Iteration 9Q: 3 clusters Score -8767262 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8768215.000000 Penalty: 5332.924316
	Iteration 10Q: 3 clusters Score -8768215 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8768748.000000 Penalty: 5332.924316
	Iteration 11Q: 3 clusters Score -8768748 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -8769120.000000 Penalty: 5332.924316
	Iteration 12Q: 3 clusters Score -8769120 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8769401.000000 Penalty: 5332.924316
	Iteration 13Q: 3 clusters Score -8769401 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8769580.000000 Penalty: 5332.924316
	Iteration 14Q: 3 clusters Score -8769580 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -8769796.000000 Penalty: 5332.924316
	Iteration 15Q: 3 clusters Score -8769796 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8769905.000000 Penalty: 5332.924316
	Iteration 16Q: 3 clusters Score -8769905 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8770022.000000 Penalty: 5332.924316
	Iteration 17Q: 3 clusters Score -8770022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8770094.000000 Penalty: 5332.924316
	Iteration 18Q: 3 clusters Score -8770094 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8770160.000000 Penalty: 5332.924316
	Iteration 19Q: 3 clusters Score -8770160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -8770202.000000 Penalty: 5332.924316
	Iteration 20F: 3 clusters Score -8770202 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8770265.000000 Penalty: 5332.924316
	Iteration 21Q: 3 clusters Score -8770265 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8770304.000000 Penalty: 5332.924316
	Iteration 22Q: 3 clusters Score -8770304 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8770324.000000 Penalty: 5332.924316
	Iteration 23Q: 3 clusters Score -8770324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -8770369.000000 Penalty: 5332.924316
	Iteration 24Q: 3 clusters Score -8770369 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8770391.000000 Penalty: 5332.924316
	Iteration 25Q: 3 clusters Score -8770391 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8770403.000000 Penalty: 5332.924316
	Iteration 26Q: 3 clusters Score -8770403 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8770448.000000 Penalty: 5332.924316
	Iteration 27Q: 3 clusters Score -8770448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8770483.000000 Penalty: 5332.924316
	Iteration 28Q: 3 clusters Score -8770483 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8770481.000000 Penalty: 5332.924316
	Iteration 29Q: 3 clusters Score -8770481 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8770475.000000 Penalty: 5332.924316
	Iteration 30Q: 3 clusters Score -8770475 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8770520.000000 Penalty: 5332.924316
	Iteration 31Q: 3 clusters Score -8770520 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8770533.000000 Penalty: 5332.924316
	Iteration 32Q: 3 clusters Score -8770533 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8770565.000000 Penalty: 5332.924316
	Iteration 33Q: 3 clusters Score -8770565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8770591.000000 Penalty: 5332.924316
	Iteration 34Q: 3 clusters Score -8770591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8770609.000000 Penalty: 5332.924316
	Iteration 35Q: 3 clusters Score -8770609 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8770609.000000 Penalty: 5332.924316
	Iteration 36Q: 3 clusters Score -8770609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8770606.000000 Penalty: 5332.924316
	Iteration 37Q: 3 clusters Score -8770606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -8770600.000000 Penalty: 5332.924316
	Iteration 38Q: 3 clusters Score -8770600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8770627.000000 Penalty: 5332.924316
	Iteration 39Q: 3 clusters Score -8770627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8770620.000000 Penalty: 5332.924316
	Iteration 40F: 3 clusters Score -8770620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8770613.000000 Penalty: 5332.924316
	Iteration 41Q: 3 clusters Score -8770613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8770617.000000 Penalty: 5332.924316
	Iteration 42Q: 3 clusters Score -8770617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -8770610.000000 Penalty: 5332.924316
	Iteration 43Q: 3 clusters Score -8770610 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8770619.000000 Penalty: 5332.924316
	Iteration 44Q: 3 clusters Score -8770619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8770634.000000 Penalty: 5332.924316
	Iteration 45Q: 3 clusters Score -8770634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8770640.000000 Penalty: 5332.924316
	Iteration 46Q: 3 clusters Score -8770640 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -8770637.000000 Penalty: 5332.924316
	Iteration 47Q: 3 clusters Score -8770637 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -8770629.000000 Penalty: 5332.924316
	Iteration 48Q: 3 clusters Score -8770629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8770627.000000 Penalty: 5332.924316
	Iteration 49Q: 3 clusters Score -8770627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8770627.000000 Penalty: 5332.924316
	Iteration 50Q: 3 clusters Score -8770627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8770629.000000 Penalty: 5332.924316
	Iteration 51Q: 3 clusters Score -8770629 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8770631.000000 Penalty: 5332.924316
	Iteration 52Q: 3 clusters Score -8770631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8770640.000000 Penalty: 5332.924316
	Iteration 53Q: 3 clusters Score -8770640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8770638.000000 Penalty: 5332.924316
	Iteration 54Q: 3 clusters Score -8770638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -8770636.000000 Penalty: 5332.924316
	Iteration 55Q: 3 clusters Score -8770636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8770620.000000 Penalty: 5332.924316
	Iteration 56Q: 3 clusters Score -8770620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8770622.000000 Penalty: 5332.924316
	Iteration 57Q: 3 clusters Score -8770622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8770610.000000 Penalty: 5332.924316
	Iteration 58Q: 3 clusters Score -8770610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8770621.000000 Penalty: 5332.924316
	Iteration 59Q: 3 clusters Score -8770621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45819 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8770609.000000 Penalty: 5332.924316
	Iteration 60F: 3 clusters Score -8770609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8770603.000000 Penalty: 5332.924316
	Iteration 61Q: 3 clusters Score -8770603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8770610.000000 Penalty: 5332.924316
	Iteration 62Q: 3 clusters Score -8770610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8770615.000000 Penalty: 5332.924316
	Iteration 63Q: 3 clusters Score -8770615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45863 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8770622.000000 Penalty: 5332.924316
	Iteration 64Q: 3 clusters Score -8770622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8770607.000000 Penalty: 5332.924316
	Iteration 65Q: 3 clusters Score -8770607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8770621.000000 Penalty: 5332.924316
	Iteration 66Q: 3 clusters Score -8770621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8770621.000000 Penalty: 5332.924316
	Iteration 67Q: 3 clusters Score -8770621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8770620.000000 Penalty: 5332.924316
	Iteration 68Q: 3 clusters Score -8770620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8770625.000000 Penalty: 5332.924316
	Iteration 69Q: 3 clusters Score -8770625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8770621.000000 Penalty: 5332.924316
	Iteration 70Q: 3 clusters Score -8770621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8770629.000000 Penalty: 5332.924316
	Iteration 71Q: 3 clusters Score -8770629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8770630.000000 Penalty: 5332.924316
	Iteration 72Q: 3 clusters Score -8770630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8770622.000000 Penalty: 5332.924316
	Iteration 73Q: 3 clusters Score -8770622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8770631.000000 Penalty: 5332.924316
	Iteration 74Q: 3 clusters Score -8770631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8770641.000000 Penalty: 5332.924316
	Iteration 75Q: 3 clusters Score -8770641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8770632.000000 Penalty: 5332.924316
	Iteration 76Q: 3 clusters Score -8770632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8770632.000000 Penalty: 5332.924316
	Iteration 77Q: 3 clusters Score -8770632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8770637.000000 Penalty: 5332.924316
	Iteration 78Q: 3 clusters Score -8770637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45972 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8770641.000000 Penalty: 5332.924316
	Iteration 79Q: 3 clusters Score -8770641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8770640.000000 Penalty: 5332.924316
	Iteration 80F: 3 clusters Score -8770640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8770643.000000 Penalty: 5332.924316
	Iteration 81Q: 3 clusters Score -8770643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8770641.000000 Penalty: 5332.924316
	Iteration 82Q: 3 clusters Score -8770641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8770653.000000 Penalty: 5332.924316
	Iteration 83Q: 3 clusters Score -8770653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8770649.000000 Penalty: 5332.924316
	Iteration 84Q: 3 clusters Score -8770649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8770654.000000 Penalty: 5332.924316
	Iteration 85Q: 3 clusters Score -8770654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8770654.000000 Penalty: 5332.924316
	Iteration 86F: 3 clusters Score -8770654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Entering Unmasked Estep 
Score: -7071398.500000 Penalty: 2615.068604
	Iteration 0F: 2 clusters Score -7071398 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 18803 members 
Entering Unmasked Estep 
Score: -7045653.000000 Penalty: 5230.137207
	Iteration 0F: 3 clusters Score -7045653 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -7055047.500000 Penalty: 5230.137207
	Iteration 1F: 3 clusters Score -7055048 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -7055557.000000 Penalty: 5230.137207
	Iteration 2Q: 3 clusters Score -7055557 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -7056095.500000 Penalty: 5230.137207
	Iteration 3Q: 3 clusters Score -7056096 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -7056687.500000 Penalty: 5230.137207
	Iteration 4Q: 3 clusters Score -7056688 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -7057379.500000 Penalty: 5230.137207
	Iteration 5Q: 3 clusters Score -7057380 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -7058421.000000 Penalty: 5230.137207
	Iteration 6Q: 3 clusters Score -7058421 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -7059950.500000 Penalty: 5230.137207
	Iteration 7F: 3 clusters Score -7059950 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -7061866.000000 Penalty: 5230.137207
	Iteration 8F: 3 clusters Score -7061866 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7064046.000000 Penalty: 5230.137207
	Iteration 9F: 3 clusters Score -7064046 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7066031.000000 Penalty: 5230.137207
	Iteration 10F: 3 clusters Score -7066031 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7067472.500000 Penalty: 5230.137207
	Iteration 11Q: 3 clusters Score -7067472 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7068282.000000 Penalty: 5230.137207
	Iteration 12Q: 3 clusters Score -7068282 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7068663.000000 Penalty: 5230.137207
	Iteration 13Q: 3 clusters Score -7068663 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7068822.500000 Penalty: 5230.137207
	Iteration 14Q: 3 clusters Score -7068822 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7068903.500000 Penalty: 5230.137207
	Iteration 15Q: 3 clusters Score -7068904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7068980.500000 Penalty: 5230.137207
	Iteration 16Q: 3 clusters Score -7068980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7069018.000000 Penalty: 5230.137207
	Iteration 17Q: 3 clusters Score -7069018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7069036.000000 Penalty: 5230.137207
	Iteration 18Q: 3 clusters Score -7069036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7069053.000000 Penalty: 5230.137207
	Iteration 19Q: 3 clusters Score -7069053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7069075.500000 Penalty: 5230.137207
	Iteration 20F: 3 clusters Score -7069076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7069086.000000 Penalty: 5230.137207
	Iteration 21Q: 3 clusters Score -7069086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7069087.000000 Penalty: 5230.137207
	Iteration 22Q: 3 clusters Score -7069087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7069093.500000 Penalty: 5230.137207
	Iteration 23Q: 3 clusters Score -7069094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7069099.000000 Penalty: 5230.137207
	Iteration 24Q: 3 clusters Score -7069099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7069104.000000 Penalty: 5230.137207
	Iteration 25Q: 3 clusters Score -7069104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7069105.000000 Penalty: 5230.137207
	Iteration 26Q: 3 clusters Score -7069105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7069105.000000 Penalty: 5230.137207
	Iteration 27F: 3 clusters Score -7069105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Entering Unmasked Estep 
Score: -9259494.000000 Penalty: 2678.446533
	Iteration 0F: 2 clusters Score -9259494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -9228720.000000 Penalty: 5356.893066
	Iteration 0F: 3 clusters Score -9228720 nChanged 22539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -9241175.000000 Penalty: 5356.893066
	Iteration 1F: 3 clusters Score -9241175 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9241738.000000 Penalty: 5356.893066
	Iteration 2Q: 3 clusters Score -9241738 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -9242171.000000 Penalty: 5356.893066
	Iteration 3Q: 3 clusters Score -9242171 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -9242632.000000 Penalty: 5356.893066
	Iteration 4Q: 3 clusters Score -9242632 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -9243044.000000 Penalty: 5356.893066
	Iteration 5Q: 3 clusters Score -9243044 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -9243438.000000 Penalty: 5356.893066
	Iteration 6Q: 3 clusters Score -9243438 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -9243836.000000 Penalty: 5356.893066
	Iteration 7Q: 3 clusters Score -9243836 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -9244367.000000 Penalty: 5356.893066
	Iteration 8Q: 3 clusters Score -9244367 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -9245141.000000 Penalty: 5356.893066
	Iteration 9Q: 3 clusters Score -9245141 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -9246128.000000 Penalty: 5356.893066
	Iteration 10Q: 3 clusters Score -9246128 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -9247557.000000 Penalty: 5356.893066
	Iteration 11Q: 3 clusters Score -9247557 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -9249535.000000 Penalty: 5356.893066
	Iteration 12F: 3 clusters Score -9249535 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -9251459.000000 Penalty: 5356.893066
	Iteration 13F: 3 clusters Score -9251459 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -9252808.000000 Penalty: 5356.893066
	Iteration 14Q: 3 clusters Score -9252808 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -9253611.000000 Penalty: 5356.893066
	Iteration 15Q: 3 clusters Score -9253611 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -9254128.000000 Penalty: 5356.893066
	Iteration 16Q: 3 clusters Score -9254128 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -9254708.000000 Penalty: 5356.893066
	Iteration 17Q: 3 clusters Score -9254708 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -9255112.000000 Penalty: 5356.893066
	Iteration 18Q: 3 clusters Score -9255112 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -9255579.000000 Penalty: 5356.893066
	Iteration 19Q: 3 clusters Score -9255579 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -9255993.000000 Penalty: 5356.893066
	Iteration 20F: 3 clusters Score -9255993 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -9256319.000000 Penalty: 5356.893066
	Iteration 21Q: 3 clusters Score -9256319 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -9256634.000000 Penalty: 5356.893066
	Iteration 22Q: 3 clusters Score -9256634 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -9256915.000000 Penalty: 5356.893066
	Iteration 23Q: 3 clusters Score -9256915 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -9257148.000000 Penalty: 5356.893066
	Iteration 24Q: 3 clusters Score -9257148 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -9257320.000000 Penalty: 5356.893066
	Iteration 25Q: 3 clusters Score -9257320 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -9257480.000000 Penalty: 5356.893066
	Iteration 26Q: 3 clusters Score -9257480 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -9257562.000000 Penalty: 5356.893066
	Iteration 27Q: 3 clusters Score -9257562 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9257701.000000 Penalty: 5356.893066
	Iteration 28Q: 3 clusters Score -9257701 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -9257837.000000 Penalty: 5356.893066
	Iteration 29Q: 3 clusters Score -9257837 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -9257917.000000 Penalty: 5356.893066
	Iteration 30Q: 3 clusters Score -9257917 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -9257977.000000 Penalty: 5356.893066
	Iteration 31Q: 3 clusters Score -9257977 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -9258006.000000 Penalty: 5356.893066
	Iteration 32Q: 3 clusters Score -9258006 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9258042.000000 Penalty: 5356.893066
	Iteration 33Q: 3 clusters Score -9258042 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -9258099.000000 Penalty: 5356.893066
	Iteration 34Q: 3 clusters Score -9258099 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -9258160.000000 Penalty: 5356.893066
	Iteration 35Q: 3 clusters Score -9258160 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -9258198.000000 Penalty: 5356.893066
	Iteration 36Q: 3 clusters Score -9258198 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -9258290.000000 Penalty: 5356.893066
	Iteration 37Q: 3 clusters Score -9258290 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -9258298.000000 Penalty: 5356.893066
	Iteration 38Q: 3 clusters Score -9258298 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -9258305.000000 Penalty: 5356.893066
	Iteration 39Q: 3 clusters Score -9258305 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -9258363.000000 Penalty: 5356.893066
	Iteration 40F: 3 clusters Score -9258363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -9258352.000000 Penalty: 5356.893066
	Iteration 41Q: 3 clusters Score -9258352 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -9258313.000000 Penalty: 5356.893066
	Iteration 42Q: 3 clusters Score -9258313 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -9258324.000000 Penalty: 5356.893066
	Iteration 43Q: 3 clusters Score -9258324 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -9258331.000000 Penalty: 5356.893066
	Iteration 44Q: 3 clusters Score -9258331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -9258338.000000 Penalty: 5356.893066
	Iteration 45Q: 3 clusters Score -9258338 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -9258330.000000 Penalty: 5356.893066
	Iteration 46Q: 3 clusters Score -9258330 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -9258336.000000 Penalty: 5356.893066
	Iteration 47Q: 3 clusters Score -9258336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9258336.000000 Penalty: 5356.893066
	Iteration 48Q: 3 clusters Score -9258336 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -9258321.000000 Penalty: 5356.893066
	Iteration 49Q: 3 clusters Score -9258321 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9258337.000000 Penalty: 5356.893066
	Iteration 50Q: 3 clusters Score -9258337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9258322.000000 Penalty: 5356.893066
	Iteration 51Q: 3 clusters Score -9258322 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -9258317.000000 Penalty: 5356.893066
	Iteration 52Q: 3 clusters Score -9258317 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -9258289.000000 Penalty: 5356.893066
	Iteration 53Q: 3 clusters Score -9258289 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -9258285.000000 Penalty: 5356.893066
	Iteration 54Q: 3 clusters Score -9258285 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -9258301.000000 Penalty: 5356.893066
	Iteration 55Q: 3 clusters Score -9258301 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9258279.000000 Penalty: 5356.893066
	Iteration 56Q: 3 clusters Score -9258279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -9258289.000000 Penalty: 5356.893066
	Iteration 57Q: 3 clusters Score -9258289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -9258282.000000 Penalty: 5356.893066
	Iteration 58Q: 3 clusters Score -9258282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9258279.000000 Penalty: 5356.893066
	Iteration 59Q: 3 clusters Score -9258279 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -9258279.000000 Penalty: 5356.893066
	Iteration 60F: 3 clusters Score -9258279 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9258294.000000 Penalty: 5356.893066
	Iteration 61Q: 3 clusters Score -9258294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -9258301.000000 Penalty: 5356.893066
	Iteration 62Q: 3 clusters Score -9258301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9258284.000000 Penalty: 5356.893066
	Iteration 63Q: 3 clusters Score -9258284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -9258291.000000 Penalty: 5356.893066
	Iteration 64Q: 3 clusters Score -9258291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9258292.000000 Penalty: 5356.893066
	Iteration 65Q: 3 clusters Score -9258292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9258289.000000 Penalty: 5356.893066
	Iteration 66Q: 3 clusters Score -9258289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -9258286.000000 Penalty: 5356.893066
	Iteration 67Q: 3 clusters Score -9258286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -9258277.000000 Penalty: 5356.893066
	Iteration 68Q: 3 clusters Score -9258277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9258282.000000 Penalty: 5356.893066
	Iteration 69Q: 3 clusters Score -9258282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9258283.000000 Penalty: 5356.893066
	Iteration 70Q: 3 clusters Score -9258283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -9258290.000000 Penalty: 5356.893066
	Iteration 71Q: 3 clusters Score -9258290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9258304.000000 Penalty: 5356.893066
	Iteration 72Q: 3 clusters Score -9258304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9258307.000000 Penalty: 5356.893066
	Iteration 73Q: 3 clusters Score -9258307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -9258299.000000 Penalty: 5356.893066
	Iteration 74Q: 3 clusters Score -9258299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9258301.000000 Penalty: 5356.893066
	Iteration 75Q: 3 clusters Score -9258301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -9258301.000000 Penalty: 5356.893066
	Iteration 76F: 3 clusters Score -9258301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Entering Unmasked Estep 
Score: -7066809.500000 Penalty: 2614.165527
	Iteration 0F: 2 clusters Score -7066810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -7041004.000000 Penalty: 5228.331055
	Iteration 0F: 3 clusters Score -7041004 nChanged 17424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -7050662.000000 Penalty: 5228.331055
	Iteration 1F: 3 clusters Score -7050662 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -7051034.000000 Penalty: 5228.331055
	Iteration 2Q: 3 clusters Score -7051034 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -7051356.000000 Penalty: 5228.331055
	Iteration 3Q: 3 clusters Score -7051356 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -7051766.000000 Penalty: 5228.331055
	Iteration 4Q: 3 clusters Score -7051766 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -7052181.000000 Penalty: 5228.331055
	Iteration 5Q: 3 clusters Score -7052181 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -7052893.500000 Penalty: 5228.331055
	Iteration 6Q: 3 clusters Score -7052894 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7053837.500000 Penalty: 5228.331055
	Iteration 7Q: 3 clusters Score -7053838 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -7054933.000000 Penalty: 5228.331055
	Iteration 8Q: 3 clusters Score -7054933 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -7056206.500000 Penalty: 5228.331055
	Iteration 9Q: 3 clusters Score -7056206 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -7057467.000000 Penalty: 5228.331055
	Iteration 10Q: 3 clusters Score -7057467 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -7058533.000000 Penalty: 5228.331055
	Iteration 11Q: 3 clusters Score -7058533 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -7059365.000000 Penalty: 5228.331055
	Iteration 12Q: 3 clusters Score -7059365 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -7060078.500000 Penalty: 5228.331055
	Iteration 13Q: 3 clusters Score -7060078 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -7060499.500000 Penalty: 5228.331055
	Iteration 14Q: 3 clusters Score -7060500 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -7060812.500000 Penalty: 5228.331055
	Iteration 15Q: 3 clusters Score -7060812 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -7061141.500000 Penalty: 5228.331055
	Iteration 16Q: 3 clusters Score -7061142 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -7061402.500000 Penalty: 5228.331055
	Iteration 17Q: 3 clusters Score -7061402 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -7061587.500000 Penalty: 5228.331055
	Iteration 18Q: 3 clusters Score -7061588 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -7061706.000000 Penalty: 5228.331055
	Iteration 19Q: 3 clusters Score -7061706 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -7061814.000000 Penalty: 5228.331055
	Iteration 20F: 3 clusters Score -7061814 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -7061898.500000 Penalty: 5228.331055
	Iteration 21Q: 3 clusters Score -7061898 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29396 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -7062008.000000 Penalty: 5228.331055
	Iteration 22Q: 3 clusters Score -7062008 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7062089.000000 Penalty: 5228.331055
	Iteration 23Q: 3 clusters Score -7062089 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -7062170.500000 Penalty: 5228.331055
	Iteration 24Q: 3 clusters Score -7062170 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7062257.000000 Penalty: 5228.331055
	Iteration 25Q: 3 clusters Score -7062257 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -7062353.000000 Penalty: 5228.331055
	Iteration 26Q: 3 clusters Score -7062353 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7062403.500000 Penalty: 5228.331055
	Iteration 27Q: 3 clusters Score -7062404 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -7062467.000000 Penalty: 5228.331055
	Iteration 28Q: 3 clusters Score -7062467 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -7062561.000000 Penalty: 5228.331055
	Iteration 29Q: 3 clusters Score -7062561 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7062652.000000 Penalty: 5228.331055
	Iteration 30Q: 3 clusters Score -7062652 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -7062718.000000 Penalty: 5228.331055
	Iteration 31Q: 3 clusters Score -7062718 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7062830.000000 Penalty: 5228.331055
	Iteration 32Q: 3 clusters Score -7062830 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7062936.000000 Penalty: 5228.331055
	Iteration 33Q: 3 clusters Score -7062936 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7063029.000000 Penalty: 5228.331055
	Iteration 34Q: 3 clusters Score -7063029 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -7063114.500000 Penalty: 5228.331055
	Iteration 35Q: 3 clusters Score -7063114 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7063213.000000 Penalty: 5228.331055
	Iteration 36Q: 3 clusters Score -7063213 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7063291.500000 Penalty: 5228.331055
	Iteration 37Q: 3 clusters Score -7063292 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7063397.500000 Penalty: 5228.331055
	Iteration 38Q: 3 clusters Score -7063398 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7063470.500000 Penalty: 5228.331055
	Iteration 39Q: 3 clusters Score -7063470 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -7063557.500000 Penalty: 5228.331055
	Iteration 40F: 3 clusters Score -7063558 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -7063620.500000 Penalty: 5228.331055
	Iteration 41Q: 3 clusters Score -7063620 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7063710.000000 Penalty: 5228.331055
	Iteration 42Q: 3 clusters Score -7063710 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7063779.500000 Penalty: 5228.331055
	Iteration 43Q: 3 clusters Score -7063780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7063833.000000 Penalty: 5228.331055
	Iteration 44Q: 3 clusters Score -7063833 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7063868.500000 Penalty: 5228.331055
	Iteration 45Q: 3 clusters Score -7063868 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7063940.500000 Penalty: 5228.331055
	Iteration 46Q: 3 clusters Score -7063940 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -7063994.500000 Penalty: 5228.331055
	Iteration 47Q: 3 clusters Score -7063994 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7064081.000000 Penalty: 5228.331055
	Iteration 48Q: 3 clusters Score -7064081 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7064141.000000 Penalty: 5228.331055
	Iteration 49Q: 3 clusters Score -7064141 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7064193.000000 Penalty: 5228.331055
	Iteration 50Q: 3 clusters Score -7064193 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7064249.000000 Penalty: 5228.331055
	Iteration 51Q: 3 clusters Score -7064249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7064292.000000 Penalty: 5228.331055
	Iteration 52Q: 3 clusters Score -7064292 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7064349.000000 Penalty: 5228.331055
	Iteration 53Q: 3 clusters Score -7064349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7064370.500000 Penalty: 5228.331055
	Iteration 54Q: 3 clusters Score -7064370 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -7064402.500000 Penalty: 5228.331055
	Iteration 55Q: 3 clusters Score -7064402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7064428.500000 Penalty: 5228.331055
	Iteration 56Q: 3 clusters Score -7064428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7064451.000000 Penalty: 5228.331055
	Iteration 57Q: 3 clusters Score -7064451 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7064459.000000 Penalty: 5228.331055
	Iteration 58Q: 3 clusters Score -7064459 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -7064467.000000 Penalty: 5228.331055
	Iteration 59Q: 3 clusters Score -7064467 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -7064480.500000 Penalty: 5228.331055
	Iteration 60F: 3 clusters Score -7064480 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7064494.000000 Penalty: 5228.331055
	Iteration 61Q: 3 clusters Score -7064494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7064508.500000 Penalty: 5228.331055
	Iteration 62Q: 3 clusters Score -7064508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -7064514.500000 Penalty: 5228.331055
	Iteration 63Q: 3 clusters Score -7064514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7064518.500000 Penalty: 5228.331055
	Iteration 64Q: 3 clusters Score -7064518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -7064536.500000 Penalty: 5228.331055
	Iteration 65Q: 3 clusters Score -7064536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7064546.500000 Penalty: 5228.331055
	Iteration 66Q: 3 clusters Score -7064546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7064544.500000 Penalty: 5228.331055
	Iteration 67Q: 3 clusters Score -7064544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7064565.500000 Penalty: 5228.331055
	Iteration 68Q: 3 clusters Score -7064566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7064562.000000 Penalty: 5228.331055
	Iteration 69Q: 3 clusters Score -7064562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7064568.500000 Penalty: 5228.331055
	Iteration 70Q: 3 clusters Score -7064568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7064581.000000 Penalty: 5228.331055
	Iteration 71Q: 3 clusters Score -7064581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7064586.000000 Penalty: 5228.331055
	Iteration 72Q: 3 clusters Score -7064586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7064611.000000 Penalty: 5228.331055
	Iteration 73Q: 3 clusters Score -7064611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7064613.000000 Penalty: 5228.331055
	Iteration 74Q: 3 clusters Score -7064613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7064628.500000 Penalty: 5228.331055
	Iteration 75Q: 3 clusters Score -7064628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7064633.000000 Penalty: 5228.331055
	Iteration 76Q: 3 clusters Score -7064633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7064635.000000 Penalty: 5228.331055
	Iteration 77Q: 3 clusters Score -7064635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7064634.500000 Penalty: 5228.331055
	Iteration 78Q: 3 clusters Score -7064634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7064639.500000 Penalty: 5228.331055
	Iteration 79Q: 3 clusters Score -7064640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7064644.500000 Penalty: 5228.331055
	Iteration 80F: 3 clusters Score -7064644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7064646.500000 Penalty: 5228.331055
	Iteration 81Q: 3 clusters Score -7064646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -7064655.500000 Penalty: 5228.331055
	Iteration 82Q: 3 clusters Score -7064656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7064654.500000 Penalty: 5228.331055
	Iteration 83Q: 3 clusters Score -7064654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7064659.000000 Penalty: 5228.331055
	Iteration 84Q: 3 clusters Score -7064659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7064659.500000 Penalty: 5228.331055
	Iteration 85Q: 3 clusters Score -7064660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7064658.500000 Penalty: 5228.331055
	Iteration 86Q: 3 clusters Score -7064658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -7064658.500000 Penalty: 5228.331055
	Iteration 87F: 3 clusters Score -7064658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Entering Unmasked Estep 
Score: -9257775.000000 Penalty: 2678.385742
	Iteration 0F: 2 clusters Score -9257775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -9227229.000000 Penalty: 5356.771484
	Iteration 0F: 3 clusters Score -9227229 nChanged 22477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -9239875.000000 Penalty: 5356.771484
	Iteration 1F: 3 clusters Score -9239875 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -9240538.000000 Penalty: 5356.771484
	Iteration 2Q: 3 clusters Score -9240538 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -9241338.000000 Penalty: 5356.771484
	Iteration 3Q: 3 clusters Score -9241338 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -9242555.000000 Penalty: 5356.771484
	Iteration 4F: 3 clusters Score -9242555 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -9244125.000000 Penalty: 5356.771484
	Iteration 5F: 3 clusters Score -9244125 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -9246524.000000 Penalty: 5356.771484
	Iteration 6F: 3 clusters Score -9246524 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -9249601.000000 Penalty: 5356.771484
	Iteration 7F: 3 clusters Score -9249601 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -9252708.000000 Penalty: 5356.771484
	Iteration 8F: 3 clusters Score -9252708 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9254449.000000 Penalty: 5356.771484
	Iteration 9F: 3 clusters Score -9254449 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 48024 members 
Entering Unmasked Estep 
Score: -9255130.000000 Penalty: 5356.771484
	Iteration 10Q: 3 clusters Score -9255130 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9255313.000000 Penalty: 5356.771484
	Iteration 11Q: 3 clusters Score -9255313 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -9255420.000000 Penalty: 5356.771484
	Iteration 12Q: 3 clusters Score -9255420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -9255478.000000 Penalty: 5356.771484
	Iteration 13Q: 3 clusters Score -9255478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -9255495.000000 Penalty: 5356.771484
	Iteration 14Q: 3 clusters Score -9255495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -9255516.000000 Penalty: 5356.771484
	Iteration 15Q: 3 clusters Score -9255516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9255534.000000 Penalty: 5356.771484
	Iteration 16Q: 3 clusters Score -9255534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -9255546.000000 Penalty: 5356.771484
	Iteration 17Q: 3 clusters Score -9255546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9255551.000000 Penalty: 5356.771484
	Iteration 18Q: 3 clusters Score -9255551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -9255534.000000 Penalty: 5356.771484
	Iteration 19Q: 3 clusters Score -9255534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -9255541.000000 Penalty: 5356.771484
	Iteration 20F: 3 clusters Score -9255541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9255536.000000 Penalty: 5356.771484
	Iteration 21Q: 3 clusters Score -9255536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -9255536.000000 Penalty: 5356.771484
	Iteration 22F: 3 clusters Score -9255536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Entering Unmasked Estep 
Score: -4271279.500000 Penalty: 2489.168457
	Iteration 0F: 2 clusters Score -4271280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -4255380.000000 Penalty: 4978.336914
	Iteration 0F: 3 clusters Score -4255380 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4260850.500000 Penalty: 4978.336914
	Iteration 1F: 3 clusters Score -4260850 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -4261248.500000 Penalty: 4978.336914
	Iteration 2F: 3 clusters Score -4261248 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4261637.500000 Penalty: 4978.336914
	Iteration 3Q: 3 clusters Score -4261638 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -4262115.000000 Penalty: 4978.336914
	Iteration 4Q: 3 clusters Score -4262115 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4262725.000000 Penalty: 4978.336914
	Iteration 5Q: 3 clusters Score -4262725 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4263555.000000 Penalty: 4978.336914
	Iteration 6F: 3 clusters Score -4263555 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4264771.000000 Penalty: 4978.336914
	Iteration 7F: 3 clusters Score -4264771 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -4266210.500000 Penalty: 4978.336914
	Iteration 8F: 3 clusters Score -4266210 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4267559.000000 Penalty: 4978.336914
	Iteration 9F: 3 clusters Score -4267559 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4268346.000000 Penalty: 4978.336914
	Iteration 10Q: 3 clusters Score -4268346 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4268735.000000 Penalty: 4978.336914
	Iteration 11Q: 3 clusters Score -4268735 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4268920.000000 Penalty: 4978.336914
	Iteration 12Q: 3 clusters Score -4268920 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4269017.000000 Penalty: 4978.336914
	Iteration 13Q: 3 clusters Score -4269017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4269060.500000 Penalty: 4978.336914
	Iteration 14Q: 3 clusters Score -4269060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4269075.500000 Penalty: 4978.336914
	Iteration 15Q: 3 clusters Score -4269076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4269080.500000 Penalty: 4978.336914
	Iteration 16Q: 3 clusters Score -4269080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4269097.000000 Penalty: 4978.336914
	Iteration 17Q: 3 clusters Score -4269097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4269102.000000 Penalty: 4978.336914
	Iteration 18Q: 3 clusters Score -4269102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4269106.000000 Penalty: 4978.336914
	Iteration 19Q: 3 clusters Score -4269106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4269105.500000 Penalty: 4978.336914
	Iteration 20F: 3 clusters Score -4269106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4269109.500000 Penalty: 4978.336914
	Iteration 21Q: 3 clusters Score -4269110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4269115.000000 Penalty: 4978.336914
	Iteration 22Q: 3 clusters Score -4269115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4269115.000000 Penalty: 4978.336914
	Iteration 23F: 3 clusters Score -4269115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Entering Unmasked Estep 
Score: -8610521.000000 Penalty: 2665.408691
	Iteration 0F: 2 clusters Score -8610521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8580197.000000 Penalty: 5330.817383
	Iteration 0F: 3 clusters Score -8580197 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8591925.000000 Penalty: 5330.817383
	Iteration 1F: 3 clusters Score -8591925 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -8592482.000000 Penalty: 5330.817383
	Iteration 2Q: 3 clusters Score -8592482 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8593059.000000 Penalty: 5330.817383
	Iteration 3Q: 3 clusters Score -8593059 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -8593801.000000 Penalty: 5330.817383
	Iteration 4Q: 3 clusters Score -8593801 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8594775.000000 Penalty: 5330.817383
	Iteration 5Q: 3 clusters Score -8594775 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8596088.000000 Penalty: 5330.817383
	Iteration 6Q: 3 clusters Score -8596088 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -8597669.000000 Penalty: 5330.817383
	Iteration 7Q: 3 clusters Score -8597669 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -8599514.000000 Penalty: 5330.817383
	Iteration 8F: 3 clusters Score -8599514 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -8601230.000000 Penalty: 5330.817383
	Iteration 9F: 3 clusters Score -8601230 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -8602713.000000 Penalty: 5330.817383
	Iteration 10Q: 3 clusters Score -8602713 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -8603954.000000 Penalty: 5330.817383
	Iteration 11Q: 3 clusters Score -8603954 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8604790.000000 Penalty: 5330.817383
	Iteration 12Q: 3 clusters Score -8604790 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -8605421.000000 Penalty: 5330.817383
	Iteration 13Q: 3 clusters Score -8605421 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8605881.000000 Penalty: 5330.817383
	Iteration 14Q: 3 clusters Score -8605881 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -8606288.000000 Penalty: 5330.817383
	Iteration 15Q: 3 clusters Score -8606288 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8606615.000000 Penalty: 5330.817383
	Iteration 16Q: 3 clusters Score -8606615 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8606914.000000 Penalty: 5330.817383
	Iteration 17Q: 3 clusters Score -8606914 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8607109.000000 Penalty: 5330.817383
	Iteration 18Q: 3 clusters Score -8607109 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8607293.000000 Penalty: 5330.817383
	Iteration 19Q: 3 clusters Score -8607293 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8607439.000000 Penalty: 5330.817383
	Iteration 20F: 3 clusters Score -8607439 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8607510.000000 Penalty: 5330.817383
	Iteration 21Q: 3 clusters Score -8607510 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8607576.000000 Penalty: 5330.817383
	Iteration 22Q: 3 clusters Score -8607576 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8607685.000000 Penalty: 5330.817383
	Iteration 23Q: 3 clusters Score -8607685 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8607777.000000 Penalty: 5330.817383
	Iteration 24Q: 3 clusters Score -8607777 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8607860.000000 Penalty: 5330.817383
	Iteration 25Q: 3 clusters Score -8607860 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8607911.000000 Penalty: 5330.817383
	Iteration 26Q: 3 clusters Score -8607911 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8607945.000000 Penalty: 5330.817383
	Iteration 27Q: 3 clusters Score -8607945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8607995.000000 Penalty: 5330.817383
	Iteration 28Q: 3 clusters Score -8607995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8608012.000000 Penalty: 5330.817383
	Iteration 29Q: 3 clusters Score -8608012 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8608034.000000 Penalty: 5330.817383
	Iteration 30Q: 3 clusters Score -8608034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8608076.000000 Penalty: 5330.817383
	Iteration 31Q: 3 clusters Score -8608076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8608097.000000 Penalty: 5330.817383
	Iteration 32Q: 3 clusters Score -8608097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8608103.000000 Penalty: 5330.817383
	Iteration 33Q: 3 clusters Score -8608103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8608129.000000 Penalty: 5330.817383
	Iteration 34Q: 3 clusters Score -8608129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8608143.000000 Penalty: 5330.817383
	Iteration 35Q: 3 clusters Score -8608143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8608173.000000 Penalty: 5330.817383
	Iteration 36Q: 3 clusters Score -8608173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8608192.000000 Penalty: 5330.817383
	Iteration 37Q: 3 clusters Score -8608192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8608209.000000 Penalty: 5330.817383
	Iteration 38Q: 3 clusters Score -8608209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8608217.000000 Penalty: 5330.817383
	Iteration 39Q: 3 clusters Score -8608217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5330.817383
	Iteration 40F: 3 clusters Score -8608215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8608211.000000 Penalty: 5330.817383
	Iteration 41Q: 3 clusters Score -8608211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5330.817383
	Iteration 42Q: 3 clusters Score -8608215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5330.817383
	Iteration 43F: 3 clusters Score -8608215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -54718.601562 Penalty: 1429.767334
	Iteration 0F: 2 clusters Score -54718.6 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 166 members 
Entering Unmasked Estep 
Score: -53422.468750 Penalty: 2859.534668
	Iteration 0F: 3 clusters Score -53422.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -53517.035156 Penalty: 2859.534668
	Iteration 1F: 3 clusters Score -53517.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -53544.644531 Penalty: 2859.534668
	Iteration 2Q: 3 clusters Score -53544.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -53547.484375 Penalty: 2859.534668
	Iteration 3Q: 3 clusters Score -53547.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53551.320312 Penalty: 2859.534668
	Iteration 4Q: 3 clusters Score -53551.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -53569.750000 Penalty: 2859.534668
	Iteration 5Q: 3 clusters Score -53569.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -53578.371094 Penalty: 2859.534668
	Iteration 6Q: 3 clusters Score -53578.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -53582.828125 Penalty: 2859.534668
	Iteration 7Q: 3 clusters Score -53582.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53584.488281 Penalty: 2859.534668
	Iteration 8Q: 3 clusters Score -53584.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53584.488281 Penalty: 2859.534668
	Iteration 9F: 3 clusters Score -53584.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Entering Unmasked Estep 
Score: -9120968.000000 Penalty: 2676.389404
	Iteration 0F: 2 clusters Score -9120968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -9091087.000000 Penalty: 5352.778809
	Iteration 0F: 3 clusters Score -9091087 nChanged 22381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9103318.000000 Penalty: 5352.778809
	Iteration 1F: 3 clusters Score -9103318 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -9103792.000000 Penalty: 5352.778809
	Iteration 2Q: 3 clusters Score -9103792 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -9104344.000000 Penalty: 5352.778809
	Iteration 3Q: 3 clusters Score -9104344 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -9104832.000000 Penalty: 5352.778809
	Iteration 4Q: 3 clusters Score -9104832 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -9105423.000000 Penalty: 5352.778809
	Iteration 5Q: 3 clusters Score -9105423 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -9106095.000000 Penalty: 5352.778809
	Iteration 6Q: 3 clusters Score -9106095 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -9106958.000000 Penalty: 5352.778809
	Iteration 7Q: 3 clusters Score -9106958 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -9108193.000000 Penalty: 5352.778809
	Iteration 8Q: 3 clusters Score -9108193 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -9109675.000000 Penalty: 5352.778809
	Iteration 9Q: 3 clusters Score -9109675 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -9111535.000000 Penalty: 5352.778809
	Iteration 10F: 3 clusters Score -9111535 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -9113449.000000 Penalty: 5352.778809
	Iteration 11F: 3 clusters Score -9113449 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -9115032.000000 Penalty: 5352.778809
	Iteration 12Q: 3 clusters Score -9115032 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -9116128.000000 Penalty: 5352.778809
	Iteration 13Q: 3 clusters Score -9116128 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -9117000.000000 Penalty: 5352.778809
	Iteration 14Q: 3 clusters Score -9117000 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9117433.000000 Penalty: 5352.778809
	Iteration 15Q: 3 clusters Score -9117433 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -9117849.000000 Penalty: 5352.778809
	Iteration 16Q: 3 clusters Score -9117849 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9118155.000000 Penalty: 5352.778809
	Iteration 17Q: 3 clusters Score -9118155 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -9118338.000000 Penalty: 5352.778809
	Iteration 18Q: 3 clusters Score -9118338 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9118502.000000 Penalty: 5352.778809
	Iteration 19Q: 3 clusters Score -9118502 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9118613.000000 Penalty: 5352.778809
	Iteration 20F: 3 clusters Score -9118613 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -9118658.000000 Penalty: 5352.778809
	Iteration 21Q: 3 clusters Score -9118658 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46324 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9118812.000000 Penalty: 5352.778809
	Iteration 22Q: 3 clusters Score -9118812 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9118918.000000 Penalty: 5352.778809
	Iteration 23Q: 3 clusters Score -9118918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9118973.000000 Penalty: 5352.778809
	Iteration 24Q: 3 clusters Score -9118973 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -9118955.000000 Penalty: 5352.778809
	Iteration 25Q: 3 clusters Score -9118955 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9118984.000000 Penalty: 5352.778809
	Iteration 26Q: 3 clusters Score -9118984 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -9118982.000000 Penalty: 5352.778809
	Iteration 27Q: 3 clusters Score -9118982 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9119008.000000 Penalty: 5352.778809
	Iteration 28Q: 3 clusters Score -9119008 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9118975.000000 Penalty: 5352.778809
	Iteration 29Q: 3 clusters Score -9118975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47583 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9118989.000000 Penalty: 5352.778809
	Iteration 30Q: 3 clusters Score -9118989 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9119009.000000 Penalty: 5352.778809
	Iteration 31Q: 3 clusters Score -9119009 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9119017.000000 Penalty: 5352.778809
	Iteration 32Q: 3 clusters Score -9119017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9119018.000000 Penalty: 5352.778809
	Iteration 33Q: 3 clusters Score -9119018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -9119017.000000 Penalty: 5352.778809
	Iteration 34Q: 3 clusters Score -9119017 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9119028.000000 Penalty: 5352.778809
	Iteration 35Q: 3 clusters Score -9119028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9119022.000000 Penalty: 5352.778809
	Iteration 36Q: 3 clusters Score -9119022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9119027.000000 Penalty: 5352.778809
	Iteration 37Q: 3 clusters Score -9119027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9119028.000000 Penalty: 5352.778809
	Iteration 38Q: 3 clusters Score -9119028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9119029.000000 Penalty: 5352.778809
	Iteration 39Q: 3 clusters Score -9119029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9119027.000000 Penalty: 5352.778809
	Iteration 40F: 3 clusters Score -9119027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9119024.000000 Penalty: 5352.778809
	Iteration 41Q: 3 clusters Score -9119024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9119023.000000 Penalty: 5352.778809
	Iteration 42Q: 3 clusters Score -9119023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9119023.000000 Penalty: 5352.778809
	Iteration 43Q: 3 clusters Score -9119023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9119023.000000 Penalty: 5352.778809
	Iteration 44F: 3 clusters Score -9119023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Entering Unmasked Estep 
Score: -8012961.000000 Penalty: 2646.488525
	Iteration 0F: 2 clusters Score -8012961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -7983855.500000 Penalty: 5292.977051
	Iteration 0F: 3 clusters Score -7983856 nChanged 19840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -7994819.000000 Penalty: 5292.977051
	Iteration 1F: 3 clusters Score -7994819 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -7995387.000000 Penalty: 5292.977051
	Iteration 2Q: 3 clusters Score -7995387 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -7996155.000000 Penalty: 5292.977051
	Iteration 3Q: 3 clusters Score -7996155 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -7997122.500000 Penalty: 5292.977051
	Iteration 4Q: 3 clusters Score -7997122 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -7998626.000000 Penalty: 5292.977051
	Iteration 5F: 3 clusters Score -7998626 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -8000672.000000 Penalty: 5292.977051
	Iteration 6F: 3 clusters Score -8000672 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -8002911.500000 Penalty: 5292.977051
	Iteration 7F: 3 clusters Score -8002912 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8005099.000000 Penalty: 5292.977051
	Iteration 8F: 3 clusters Score -8005099 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -8006817.500000 Penalty: 5292.977051
	Iteration 9Q: 3 clusters Score -8006818 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -8008121.000000 Penalty: 5292.977051
	Iteration 10Q: 3 clusters Score -8008121 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8008911.500000 Penalty: 5292.977051
	Iteration 11Q: 3 clusters Score -8008912 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8009476.500000 Penalty: 5292.977051
	Iteration 12Q: 3 clusters Score -8009476 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8009840.500000 Penalty: 5292.977051
	Iteration 13Q: 3 clusters Score -8009840 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8010113.000000 Penalty: 5292.977051
	Iteration 14Q: 3 clusters Score -8010113 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8010264.500000 Penalty: 5292.977051
	Iteration 15Q: 3 clusters Score -8010264 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8010373.000000 Penalty: 5292.977051
	Iteration 16Q: 3 clusters Score -8010373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8010457.500000 Penalty: 5292.977051
	Iteration 17Q: 3 clusters Score -8010458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8010517.500000 Penalty: 5292.977051
	Iteration 18Q: 3 clusters Score -8010518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8010550.500000 Penalty: 5292.977051
	Iteration 19Q: 3 clusters Score -8010550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8010581.000000 Penalty: 5292.977051
	Iteration 20F: 3 clusters Score -8010581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8010601.500000 Penalty: 5292.977051
	Iteration 21Q: 3 clusters Score -8010602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8010611.000000 Penalty: 5292.977051
	Iteration 22Q: 3 clusters Score -8010611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8010627.500000 Penalty: 5292.977051
	Iteration 23Q: 3 clusters Score -8010628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8010638.500000 Penalty: 5292.977051
	Iteration 24Q: 3 clusters Score -8010638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8010633.500000 Penalty: 5292.977051
	Iteration 25Q: 3 clusters Score -8010634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8010640.500000 Penalty: 5292.977051
	Iteration 26Q: 3 clusters Score -8010640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8010639.500000 Penalty: 5292.977051
	Iteration 27Q: 3 clusters Score -8010640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8010642.000000 Penalty: 5292.977051
	Iteration 28Q: 3 clusters Score -8010642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8010643.500000 Penalty: 5292.977051
	Iteration 29Q: 3 clusters Score -8010644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8010644.000000 Penalty: 5292.977051
	Iteration 30Q: 3 clusters Score -8010644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8010652.500000 Penalty: 5292.977051
	Iteration 31Q: 3 clusters Score -8010652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8010653.000000 Penalty: 5292.977051
	Iteration 32Q: 3 clusters Score -8010653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8010650.000000 Penalty: 5292.977051
	Iteration 33Q: 3 clusters Score -8010650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8010651.500000 Penalty: 5292.977051
	Iteration 34Q: 3 clusters Score -8010652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8010651.500000 Penalty: 5292.977051
	Iteration 35F: 3 clusters Score -8010652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Entering Unmasked Estep 
Score: -7773318.500000 Penalty: 2637.017578
	Iteration 0F: 2 clusters Score -7773318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7745645.500000 Penalty: 5274.035156
	Iteration 0F: 3 clusters Score -7745646 nChanged 18941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -7755894.000000 Penalty: 5274.035156
	Iteration 1F: 3 clusters Score -7755894 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -7756397.500000 Penalty: 5274.035156
	Iteration 2Q: 3 clusters Score -7756398 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -7757006.500000 Penalty: 5274.035156
	Iteration 3Q: 3 clusters Score -7757006 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7757630.000000 Penalty: 5274.035156
	Iteration 4Q: 3 clusters Score -7757630 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -7758263.500000 Penalty: 5274.035156
	Iteration 5Q: 3 clusters Score -7758264 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -7759113.500000 Penalty: 5274.035156
	Iteration 6Q: 3 clusters Score -7759114 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -7760266.000000 Penalty: 5274.035156
	Iteration 7F: 3 clusters Score -7760266 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7761676.000000 Penalty: 5274.035156
	Iteration 8F: 3 clusters Score -7761676 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -7763408.000000 Penalty: 5274.035156
	Iteration 9F: 3 clusters Score -7763408 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -7765227.500000 Penalty: 5274.035156
	Iteration 10F: 3 clusters Score -7765228 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -7766943.000000 Penalty: 5274.035156
	Iteration 11Q: 3 clusters Score -7766943 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -7768289.500000 Penalty: 5274.035156
	Iteration 12Q: 3 clusters Score -7768290 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -7769116.500000 Penalty: 5274.035156
	Iteration 13Q: 3 clusters Score -7769116 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -7769559.500000 Penalty: 5274.035156
	Iteration 14Q: 3 clusters Score -7769560 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -7769896.000000 Penalty: 5274.035156
	Iteration 15Q: 3 clusters Score -7769896 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7770106.500000 Penalty: 5274.035156
	Iteration 16Q: 3 clusters Score -7770106 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7770277.500000 Penalty: 5274.035156
	Iteration 17Q: 3 clusters Score -7770278 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7770442.500000 Penalty: 5274.035156
	Iteration 18Q: 3 clusters Score -7770442 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -7770566.000000 Penalty: 5274.035156
	Iteration 19Q: 3 clusters Score -7770566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7770643.500000 Penalty: 5274.035156
	Iteration 20F: 3 clusters Score -7770644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7770727.500000 Penalty: 5274.035156
	Iteration 21Q: 3 clusters Score -7770728 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 39010 members 
Entering Unmasked Estep 
Score: -7770780.500000 Penalty: 5274.035156
	Iteration 22Q: 3 clusters Score -7770780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7770866.500000 Penalty: 5274.035156
	Iteration 23Q: 3 clusters Score -7770866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -7770946.500000 Penalty: 5274.035156
	Iteration 24Q: 3 clusters Score -7770946 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7770991.500000 Penalty: 5274.035156
	Iteration 25Q: 3 clusters Score -7770992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -7771016.000000 Penalty: 5274.035156
	Iteration 26Q: 3 clusters Score -7771016 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7771044.500000 Penalty: 5274.035156
	Iteration 27Q: 3 clusters Score -7771044 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7771079.000000 Penalty: 5274.035156
	Iteration 28Q: 3 clusters Score -7771079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7771095.500000 Penalty: 5274.035156
	Iteration 29Q: 3 clusters Score -7771096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -7771102.500000 Penalty: 5274.035156
	Iteration 30Q: 3 clusters Score -7771102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7771116.500000 Penalty: 5274.035156
	Iteration 31Q: 3 clusters Score -7771116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7771144.500000 Penalty: 5274.035156
	Iteration 32Q: 3 clusters Score -7771144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 39915 members 
Entering Unmasked Estep 
Score: -7771158.500000 Penalty: 5274.035156
	Iteration 33Q: 3 clusters Score -7771158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7771167.500000 Penalty: 5274.035156
	Iteration 34Q: 3 clusters Score -7771168 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7771185.000000 Penalty: 5274.035156
	Iteration 35Q: 3 clusters Score -7771185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7771196.500000 Penalty: 5274.035156
	Iteration 36Q: 3 clusters Score -7771196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -7771199.500000 Penalty: 5274.035156
	Iteration 37Q: 3 clusters Score -7771200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -7771206.000000 Penalty: 5274.035156
	Iteration 38Q: 3 clusters Score -7771206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7771208.000000 Penalty: 5274.035156
	Iteration 39Q: 3 clusters Score -7771208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -7771213.000000 Penalty: 5274.035156
	Iteration 40F: 3 clusters Score -7771213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7771218.500000 Penalty: 5274.035156
	Iteration 41Q: 3 clusters Score -7771218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7771215.000000 Penalty: 5274.035156
	Iteration 42Q: 3 clusters Score -7771215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7771232.000000 Penalty: 5274.035156
	Iteration 43Q: 3 clusters Score -7771232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -7771232.500000 Penalty: 5274.035156
	Iteration 44Q: 3 clusters Score -7771232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -7771228.000000 Penalty: 5274.035156
	Iteration 45Q: 3 clusters Score -7771228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7771229.500000 Penalty: 5274.035156
	Iteration 46Q: 3 clusters Score -7771230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7771226.500000 Penalty: 5274.035156
	Iteration 47Q: 3 clusters Score -7771226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7771237.500000 Penalty: 5274.035156
	Iteration 48Q: 3 clusters Score -7771238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7771233.500000 Penalty: 5274.035156
	Iteration 49Q: 3 clusters Score -7771234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7771226.000000 Penalty: 5274.035156
	Iteration 50Q: 3 clusters Score -7771226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -7771228.000000 Penalty: 5274.035156
	Iteration 51Q: 3 clusters Score -7771228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -7771235.500000 Penalty: 5274.035156
	Iteration 52Q: 3 clusters Score -7771236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7771234.500000 Penalty: 5274.035156
	Iteration 53Q: 3 clusters Score -7771234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7771234.500000 Penalty: 5274.035156
	Iteration 54F: 3 clusters Score -7771234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -189789.078125 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -189789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187728.140625 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -187728.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -188268.562500 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -188268.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -188621.640625 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -188621.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -188921.781250 Penalty: 3526.094727
	Iteration 3F: 3 clusters Score -188921.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -189147.765625 Penalty: 3526.094727
	Iteration 4F: 3 clusters Score -189147.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -189305.125000 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -189305.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -189410.156250 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -189410.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -189526.984375 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -189527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -189651.765625 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -189651.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -189777.515625 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -189777.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189864.859375 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -189864.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -189951.265625 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -189951.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -190019.375000 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -190019.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -190037.703125 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -190037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -190042.718750 Penalty: 3526.094727
	Iteration 14Q: 3 clusters Score -190042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -190050.343750 Penalty: 3526.094727
	Iteration 15Q: 3 clusters Score -190050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -190054.265625 Penalty: 3526.094727
	Iteration 16Q: 3 clusters Score -190054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -190054.921875 Penalty: 3526.094727
	Iteration 17F: 3 clusters Score -190054.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -190058.843750 Penalty: 3526.094727
	Iteration 18Q: 3 clusters Score -190058.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -190061.750000 Penalty: 3526.094727
	Iteration 19Q: 3 clusters Score -190061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -190061.750000 Penalty: 3526.094727
	Iteration 20F: 3 clusters Score -190061.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 37973 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 37835 members 
Mstep: Class 5 contains 49018 members 
Mstep: Class 6 contains 22856 members 
Mstep: Class 7 contains 46519 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48625 members 
Mstep: Class 10 contains 43102 members 
Mstep: Class 11 contains 41487 members 
Mstep: Class 12 contains 828 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 51426 members 
Mstep: Class 16 contains 50905 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26457 members 
Mstep: Class 20 contains 53483 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44656 members 
Mstep: Class 27 contains 40653 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 395 members 
Entering Unmasked Estep 
Score: -137141664.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137143232.000000 to -137141664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -99270.164062 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -99270.16 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 286 members 
Entering Unmasked Estep 
Score: -97678.242188 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -97678.24 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97874.945312 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -97874.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98006.132812 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -98006.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -98103.414062 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -98103.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -98155.875000 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -98155.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -98176.468750 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -98176.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98185.984375 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -98185.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98191.820312 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -98191.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98196.375000 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -98196.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -98197.203125 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -98197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98199.390625 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -98199.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98200.109375 Penalty: 3143.942627
	Iteration 11Q: 3 clusters Score -98200.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -98200.109375 Penalty: 3143.942627
	Iteration 12F: 3 clusters Score -98200.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -136655.390625 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -136655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134995.078125 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -134995.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -135474.875000 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -135474.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135707.218750 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -135707.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -135841.859375 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -135841.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -135894.187500 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -135894.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -135915.515625 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -135915.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135943.000000 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -135943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -135967.187500 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -135967.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -135980.765625 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -135980.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -135997.156250 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -135997.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -136019.890625 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -136019.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -136066.015625 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -136066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -136124.546875 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -136124.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -136192.125000 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -136192.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -136262.078125 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -136262.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -136299.140625 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -136299.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -136331.890625 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -136331.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -136357.625000 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -136357.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -136373.250000 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -136373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136387.000000 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -136387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -136401.468750 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -136401.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -136423.421875 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -136423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -136443.703125 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -136443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -136456.656250 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -136456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -136462.093750 Penalty: 3310.582520
	Iteration 24Q: 3 clusters Score -136462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -136469.734375 Penalty: 3310.582520
	Iteration 25Q: 3 clusters Score -136469.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -136479.656250 Penalty: 3310.582520
	Iteration 26Q: 3 clusters Score -136479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -136501.171875 Penalty: 3310.582520
	Iteration 27Q: 3 clusters Score -136501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -136505.500000 Penalty: 3310.582520
	Iteration 28Q: 3 clusters Score -136505.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -136505.500000 Penalty: 3310.582520
	Iteration 29F: 3 clusters Score -136505.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Entering Unmasked Estep 
Score: -9604681.000000 Penalty: 2690.279053
	Iteration 0F: 2 clusters Score -9604681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9572271.000000 Penalty: 5380.558105
	Iteration 0F: 3 clusters Score -9572271 nChanged 23786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9585375.000000 Penalty: 5380.558105
	Iteration 1F: 3 clusters Score -9585375 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -9585944.000000 Penalty: 5380.558105
	Iteration 2Q: 3 clusters Score -9585944 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -9586568.000000 Penalty: 5380.558105
	Iteration 3Q: 3 clusters Score -9586568 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9587174.000000 Penalty: 5380.558105
	Iteration 4Q: 3 clusters Score -9587174 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -9587917.000000 Penalty: 5380.558105
	Iteration 5Q: 3 clusters Score -9587917 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -9588764.000000 Penalty: 5380.558105
	Iteration 6Q: 3 clusters Score -9588764 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -9590085.000000 Penalty: 5380.558105
	Iteration 7Q: 3 clusters Score -9590085 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -9592006.000000 Penalty: 5380.558105
	Iteration 8F: 3 clusters Score -9592006 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -9594851.000000 Penalty: 5380.558105
	Iteration 9F: 3 clusters Score -9594851 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -9597983.000000 Penalty: 5380.558105
	Iteration 10F: 3 clusters Score -9597983 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -9600218.000000 Penalty: 5380.558105
	Iteration 11F: 3 clusters Score -9600218 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -9601335.000000 Penalty: 5380.558105
	Iteration 12Q: 3 clusters Score -9601335 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -9602131.000000 Penalty: 5380.558105
	Iteration 13Q: 3 clusters Score -9602131 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -9602710.000000 Penalty: 5380.558105
	Iteration 14Q: 3 clusters Score -9602710 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -9603119.000000 Penalty: 5380.558105
	Iteration 15Q: 3 clusters Score -9603119 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -9603413.000000 Penalty: 5380.558105
	Iteration 16Q: 3 clusters Score -9603413 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -9603578.000000 Penalty: 5380.558105
	Iteration 17Q: 3 clusters Score -9603578 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -9603689.000000 Penalty: 5380.558105
	Iteration 18Q: 3 clusters Score -9603689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -9603766.000000 Penalty: 5380.558105
	Iteration 19Q: 3 clusters Score -9603766 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -9603785.000000 Penalty: 5380.558105
	Iteration 20F: 3 clusters Score -9603785 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -9603851.000000 Penalty: 5380.558105
	Iteration 21Q: 3 clusters Score -9603851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -9603850.000000 Penalty: 5380.558105
	Iteration 22Q: 3 clusters Score -9603850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -9603838.000000 Penalty: 5380.558105
	Iteration 23Q: 3 clusters Score -9603838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -9603855.000000 Penalty: 5380.558105
	Iteration 24Q: 3 clusters Score -9603855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -9603841.000000 Penalty: 5380.558105
	Iteration 25Q: 3 clusters Score -9603841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -9603850.000000 Penalty: 5380.558105
	Iteration 26Q: 3 clusters Score -9603850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -9603850.000000 Penalty: 5380.558105
	Iteration 27Q: 3 clusters Score -9603850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -9603850.000000 Penalty: 5380.558105
	Iteration 28Q: 3 clusters Score -9603850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -9603830.000000 Penalty: 5380.558105
	Iteration 29Q: 3 clusters Score -9603830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -9603825.000000 Penalty: 5380.558105
	Iteration 30Q: 3 clusters Score -9603825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -9603832.000000 Penalty: 5380.558105
	Iteration 31Q: 3 clusters Score -9603832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -9603820.000000 Penalty: 5380.558105
	Iteration 32Q: 3 clusters Score -9603820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -9603821.000000 Penalty: 5380.558105
	Iteration 33Q: 3 clusters Score -9603821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -9603819.000000 Penalty: 5380.558105
	Iteration 34Q: 3 clusters Score -9603819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -9603823.000000 Penalty: 5380.558105
	Iteration 35Q: 3 clusters Score -9603823 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -9603828.000000 Penalty: 5380.558105
	Iteration 36Q: 3 clusters Score -9603828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -9603826.000000 Penalty: 5380.558105
	Iteration 37Q: 3 clusters Score -9603826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -9603830.000000 Penalty: 5380.558105
	Iteration 38Q: 3 clusters Score -9603830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -9603822.000000 Penalty: 5380.558105
	Iteration 39Q: 3 clusters Score -9603822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -9603838.000000 Penalty: 5380.558105
	Iteration 40F: 3 clusters Score -9603838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -9603841.000000 Penalty: 5380.558105
	Iteration 41Q: 3 clusters Score -9603841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -9603830.000000 Penalty: 5380.558105
	Iteration 42Q: 3 clusters Score -9603830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -9603838.000000 Penalty: 5380.558105
	Iteration 43Q: 3 clusters Score -9603838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -9603844.000000 Penalty: 5380.558105
	Iteration 44Q: 3 clusters Score -9603844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -9603835.000000 Penalty: 5380.558105
	Iteration 45Q: 3 clusters Score -9603835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -9603838.000000 Penalty: 5380.558105
	Iteration 46Q: 3 clusters Score -9603838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -9603844.000000 Penalty: 5380.558105
	Iteration 47Q: 3 clusters Score -9603844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -9603840.000000 Penalty: 5380.558105
	Iteration 48Q: 3 clusters Score -9603840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -9603853.000000 Penalty: 5380.558105
	Iteration 49Q: 3 clusters Score -9603853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9603847.000000 Penalty: 5380.558105
	Iteration 50Q: 3 clusters Score -9603847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -9603851.000000 Penalty: 5380.558105
	Iteration 51Q: 3 clusters Score -9603851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -9603853.000000 Penalty: 5380.558105
	Iteration 52Q: 3 clusters Score -9603853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -9603856.000000 Penalty: 5380.558105
	Iteration 53Q: 3 clusters Score -9603856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -9603858.000000 Penalty: 5380.558105
	Iteration 54Q: 3 clusters Score -9603858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -9603852.000000 Penalty: 5380.558105
	Iteration 55Q: 3 clusters Score -9603852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -9603855.000000 Penalty: 5380.558105
	Iteration 56Q: 3 clusters Score -9603855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -9603839.000000 Penalty: 5380.558105
	Iteration 57Q: 3 clusters Score -9603839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -9603838.000000 Penalty: 5380.558105
	Iteration 58Q: 3 clusters Score -9603838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -9603836.000000 Penalty: 5380.558105
	Iteration 59Q: 3 clusters Score -9603836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -9603836.000000 Penalty: 5380.558105
	Iteration 60F: 3 clusters Score -9603836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -9603819.000000 Penalty: 5380.558105
	Iteration 61Q: 3 clusters Score -9603819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -9603828.000000 Penalty: 5380.558105
	Iteration 62Q: 3 clusters Score -9603828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -9603830.000000 Penalty: 5380.558105
	Iteration 63Q: 3 clusters Score -9603830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -9603832.000000 Penalty: 5380.558105
	Iteration 64Q: 3 clusters Score -9603832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -9603837.000000 Penalty: 5380.558105
	Iteration 65Q: 3 clusters Score -9603837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -9603821.000000 Penalty: 5380.558105
	Iteration 66Q: 3 clusters Score -9603821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -9603813.000000 Penalty: 5380.558105
	Iteration 67Q: 3 clusters Score -9603813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -9603814.000000 Penalty: 5380.558105
	Iteration 68Q: 3 clusters Score -9603814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -9603810.000000 Penalty: 5380.558105
	Iteration 69Q: 3 clusters Score -9603810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -9603813.000000 Penalty: 5380.558105
	Iteration 70Q: 3 clusters Score -9603813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -9603810.000000 Penalty: 5380.558105
	Iteration 71Q: 3 clusters Score -9603810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -9603799.000000 Penalty: 5380.558105
	Iteration 72Q: 3 clusters Score -9603799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -9603806.000000 Penalty: 5380.558105
	Iteration 73Q: 3 clusters Score -9603806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -9603807.000000 Penalty: 5380.558105
	Iteration 74Q: 3 clusters Score -9603807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -9603815.000000 Penalty: 5380.558105
	Iteration 75Q: 3 clusters Score -9603815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -9603808.000000 Penalty: 5380.558105
	Iteration 76Q: 3 clusters Score -9603808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -9603808.000000 Penalty: 5380.558105
	Iteration 77Q: 3 clusters Score -9603808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -9603816.000000 Penalty: 5380.558105
	Iteration 78Q: 3 clusters Score -9603816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -9603816.000000 Penalty: 5380.558105
	Iteration 79Q: 3 clusters Score -9603816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -9603822.000000 Penalty: 5380.558105
	Iteration 80F: 3 clusters Score -9603822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -9603815.000000 Penalty: 5380.558105
	Iteration 81Q: 3 clusters Score -9603815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -9603810.000000 Penalty: 5380.558105
	Iteration 82Q: 3 clusters Score -9603810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -9603811.000000 Penalty: 5380.558105
	Iteration 83Q: 3 clusters Score -9603811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -9603820.000000 Penalty: 5380.558105
	Iteration 84Q: 3 clusters Score -9603820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -9603814.000000 Penalty: 5380.558105
	Iteration 85Q: 3 clusters Score -9603814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -9603813.000000 Penalty: 5380.558105
	Iteration 86Q: 3 clusters Score -9603813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -9603810.000000 Penalty: 5380.558105
	Iteration 87Q: 3 clusters Score -9603810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -9603816.000000 Penalty: 5380.558105
	Iteration 88Q: 3 clusters Score -9603816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -9603809.000000 Penalty: 5380.558105
	Iteration 89Q: 3 clusters Score -9603809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -9603808.000000 Penalty: 5380.558105
	Iteration 90Q: 3 clusters Score -9603808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -9603807.000000 Penalty: 5380.558105
	Iteration 91Q: 3 clusters Score -9603807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -9603807.000000 Penalty: 5380.558105
	Iteration 92Q: 3 clusters Score -9603807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -9603805.000000 Penalty: 5380.558105
	Iteration 93Q: 3 clusters Score -9603805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -9603811.000000 Penalty: 5380.558105
	Iteration 94Q: 3 clusters Score -9603811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -9603805.000000 Penalty: 5380.558105
	Iteration 95Q: 3 clusters Score -9603805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -9603803.000000 Penalty: 5380.558105
	Iteration 96Q: 3 clusters Score -9603803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -9603810.000000 Penalty: 5380.558105
	Iteration 97Q: 3 clusters Score -9603810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -9603805.000000 Penalty: 5380.558105
	Iteration 98Q: 3 clusters Score -9603805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -9603793.000000 Penalty: 5380.558105
	Iteration 99Q: 3 clusters Score -9603793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9603801.000000 Penalty: 5380.558105
	Iteration 100F: 3 clusters Score -9603801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -9603805.000000 Penalty: 5380.558105
	Iteration 101Q: 3 clusters Score -9603805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -9603798.000000 Penalty: 5380.558105
	Iteration 102Q: 3 clusters Score -9603798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -9603795.000000 Penalty: 5380.558105
	Iteration 103Q: 3 clusters Score -9603795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -9603796.000000 Penalty: 5380.558105
	Iteration 104Q: 3 clusters Score -9603796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9603783.000000 Penalty: 5380.558105
	Iteration 105Q: 3 clusters Score -9603783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -9603786.000000 Penalty: 5380.558105
	Iteration 106Q: 3 clusters Score -9603786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -9603783.000000 Penalty: 5380.558105
	Iteration 107Q: 3 clusters Score -9603783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -9603782.000000 Penalty: 5380.558105
	Iteration 108Q: 3 clusters Score -9603782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -9603791.000000 Penalty: 5380.558105
	Iteration 109Q: 3 clusters Score -9603791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -9603798.000000 Penalty: 5380.558105
	Iteration 110Q: 3 clusters Score -9603798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -9603802.000000 Penalty: 5380.558105
	Iteration 111Q: 3 clusters Score -9603802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -9603797.000000 Penalty: 5380.558105
	Iteration 112Q: 3 clusters Score -9603797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -9603794.000000 Penalty: 5380.558105
	Iteration 113Q: 3 clusters Score -9603794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -9603776.000000 Penalty: 5380.558105
	Iteration 114Q: 3 clusters Score -9603776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -9603771.000000 Penalty: 5380.558105
	Iteration 115Q: 3 clusters Score -9603771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -9603786.000000 Penalty: 5380.558105
	Iteration 116Q: 3 clusters Score -9603786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -9603786.000000 Penalty: 5380.558105
	Iteration 117Q: 3 clusters Score -9603786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -9603787.000000 Penalty: 5380.558105
	Iteration 118Q: 3 clusters Score -9603787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -9603792.000000 Penalty: 5380.558105
	Iteration 119Q: 3 clusters Score -9603792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -9603794.000000 Penalty: 5380.558105
	Iteration 120F: 3 clusters Score -9603794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -9603790.000000 Penalty: 5380.558105
	Iteration 121Q: 3 clusters Score -9603790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -9603787.000000 Penalty: 5380.558105
	Iteration 122Q: 3 clusters Score -9603787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -9603784.000000 Penalty: 5380.558105
	Iteration 123Q: 3 clusters Score -9603784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -9603783.000000 Penalty: 5380.558105
	Iteration 124Q: 3 clusters Score -9603783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -9603786.000000 Penalty: 5380.558105
	Iteration 125Q: 3 clusters Score -9603786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -9603779.000000 Penalty: 5380.558105
	Iteration 126Q: 3 clusters Score -9603779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -9603779.000000 Penalty: 5380.558105
	Iteration 127F: 3 clusters Score -9603779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (50905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Entering Unmasked Estep 
Score: -9578647.000000 Penalty: 2687.753662
	Iteration 0F: 2 clusters Score -9578647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -9547462.000000 Penalty: 5375.507324
	Iteration 0F: 3 clusters Score -9547462 nChanged 23400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -9560338.000000 Penalty: 5375.507324
	Iteration 1F: 3 clusters Score -9560338 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -9560939.000000 Penalty: 5375.507324
	Iteration 2Q: 3 clusters Score -9560939 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -9561695.000000 Penalty: 5375.507324
	Iteration 3Q: 3 clusters Score -9561695 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -9562721.000000 Penalty: 5375.507324
	Iteration 4Q: 3 clusters Score -9562721 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -9564552.000000 Penalty: 5375.507324
	Iteration 5F: 3 clusters Score -9564552 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -9567220.000000 Penalty: 5375.507324
	Iteration 6F: 3 clusters Score -9567220 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -9570400.000000 Penalty: 5375.507324
	Iteration 7F: 3 clusters Score -9570400 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9573043.000000 Penalty: 5375.507324
	Iteration 8F: 3 clusters Score -9573043 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9574484.000000 Penalty: 5375.507324
	Iteration 9Q: 3 clusters Score -9574484 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49342 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -9575654.000000 Penalty: 5375.507324
	Iteration 10Q: 3 clusters Score -9575654 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -9576042.000000 Penalty: 5375.507324
	Iteration 11Q: 3 clusters Score -9576042 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9576225.000000 Penalty: 5375.507324
	Iteration 12Q: 3 clusters Score -9576225 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9576305.000000 Penalty: 5375.507324
	Iteration 13Q: 3 clusters Score -9576305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9576333.000000 Penalty: 5375.507324
	Iteration 14Q: 3 clusters Score -9576333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9576352.000000 Penalty: 5375.507324
	Iteration 15Q: 3 clusters Score -9576352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9576367.000000 Penalty: 5375.507324
	Iteration 16Q: 3 clusters Score -9576367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50562 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9576376.000000 Penalty: 5375.507324
	Iteration 17Q: 3 clusters Score -9576376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9576374.000000 Penalty: 5375.507324
	Iteration 18Q: 3 clusters Score -9576374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9576382.000000 Penalty: 5375.507324
	Iteration 19Q: 3 clusters Score -9576382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9576395.000000 Penalty: 5375.507324
	Iteration 20F: 3 clusters Score -9576395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9576393.000000 Penalty: 5375.507324
	Iteration 21Q: 3 clusters Score -9576393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9576399.000000 Penalty: 5375.507324
	Iteration 22Q: 3 clusters Score -9576399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9576401.000000 Penalty: 5375.507324
	Iteration 23Q: 3 clusters Score -9576401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9576401.000000 Penalty: 5375.507324
	Iteration 24F: 3 clusters Score -9576401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Entering Unmasked Estep 
Score: -544680.937500 Penalty: 1990.733276
	Iteration 0F: 2 clusters Score -544680.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -541411.125000 Penalty: 3981.466553
	Iteration 0F: 3 clusters Score -541411.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -542141.125000 Penalty: 3981.466553
	Iteration 1F: 3 clusters Score -542141.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -542381.750000 Penalty: 3981.466553
	Iteration 2F: 3 clusters Score -542381.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -542584.562500 Penalty: 3981.466553
	Iteration 3F: 3 clusters Score -542584.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -542757.437500 Penalty: 3981.466553
	Iteration 4F: 3 clusters Score -542757.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -542935.562500 Penalty: 3981.466553
	Iteration 5F: 3 clusters Score -542935.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -543120.312500 Penalty: 3981.466553
	Iteration 6F: 3 clusters Score -543120.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -543334.125000 Penalty: 3981.466553
	Iteration 7F: 3 clusters Score -543334.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -543517.562500 Penalty: 3981.466553
	Iteration 8F: 3 clusters Score -543517.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -543643.000000 Penalty: 3981.466553
	Iteration 9Q: 3 clusters Score -543643 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -543721.937500 Penalty: 3981.466553
	Iteration 10Q: 3 clusters Score -543721.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -543772.062500 Penalty: 3981.466553
	Iteration 11Q: 3 clusters Score -543772.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -543810.250000 Penalty: 3981.466553
	Iteration 12Q: 3 clusters Score -543810.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -543841.937500 Penalty: 3981.466553
	Iteration 13Q: 3 clusters Score -543841.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -543861.250000 Penalty: 3981.466553
	Iteration 14Q: 3 clusters Score -543861.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -543871.687500 Penalty: 3981.466553
	Iteration 15Q: 3 clusters Score -543871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -543873.937500 Penalty: 3981.466553
	Iteration 16Q: 3 clusters Score -543873.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -543874.312500 Penalty: 3981.466553
	Iteration 17Q: 3 clusters Score -543874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -543875.750000 Penalty: 3981.466553
	Iteration 18Q: 3 clusters Score -543875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -543876.437500 Penalty: 3981.466553
	Iteration 19Q: 3 clusters Score -543876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -543877.562500 Penalty: 3981.466553
	Iteration 20F: 3 clusters Score -543877.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -543878.687500 Penalty: 3981.466553
	Iteration 21Q: 3 clusters Score -543878.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -543880.187500 Penalty: 3981.466553
	Iteration 22Q: 3 clusters Score -543880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -543881.250000 Penalty: 3981.466553
	Iteration 23Q: 3 clusters Score -543881.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -543883.250000 Penalty: 3981.466553
	Iteration 24Q: 3 clusters Score -543883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -543885.062500 Penalty: 3981.466553
	Iteration 25Q: 3 clusters Score -543885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543885.812500 Penalty: 3981.466553
	Iteration 26Q: 3 clusters Score -543885.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -543886.562500 Penalty: 3981.466553
	Iteration 27Q: 3 clusters Score -543886.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543887.437500 Penalty: 3981.466553
	Iteration 28Q: 3 clusters Score -543887.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -543887.437500 Penalty: 3981.466553
	Iteration 29F: 3 clusters Score -543887.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -110400.460938 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -110400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108769.078125 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -108769.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109353.070312 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -109353.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109599.750000 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -109599.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109775.515625 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -109775.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -109897.375000 Penalty: 3340.947021
	Iteration 4F: 3 clusters Score -109897.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -109956.351562 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -109956.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -110005.765625 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -110005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -110032.882812 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -110032.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -110069.289062 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -110069.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110114.421875 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -110114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -110150.835938 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -110150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -110177.953125 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -110178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -110200.843750 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -110200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110219.234375 Penalty: 3340.947021
	Iteration 13Q: 3 clusters Score -110219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110246.390625 Penalty: 3340.947021
	Iteration 14Q: 3 clusters Score -110246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110272.921875 Penalty: 3340.947021
	Iteration 15Q: 3 clusters Score -110272.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110282.226562 Penalty: 3340.947021
	Iteration 16Q: 3 clusters Score -110282.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110304.015625 Penalty: 3340.947021
	Iteration 17Q: 3 clusters Score -110304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110310.156250 Penalty: 3340.947021
	Iteration 18Q: 3 clusters Score -110310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -110313.914062 Penalty: 3340.947021
	Iteration 19Q: 3 clusters Score -110313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -110320.539062 Penalty: 3340.947021
	Iteration 20F: 3 clusters Score -110320.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110332.234375 Penalty: 3340.947021
	Iteration 21Q: 3 clusters Score -110332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110343.304688 Penalty: 3340.947021
	Iteration 22Q: 3 clusters Score -110343.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -110348.875000 Penalty: 3340.947021
	Iteration 23Q: 3 clusters Score -110348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110351.742188 Penalty: 3340.947021
	Iteration 24Q: 3 clusters Score -110351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110362.242188 Penalty: 3340.947021
	Iteration 25Q: 3 clusters Score -110362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110365.031250 Penalty: 3340.947021
	Iteration 26Q: 3 clusters Score -110365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -110365.031250 Penalty: 3340.947021
	Iteration 27F: 3 clusters Score -110365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Entering Unmasked Estep 
Score: -4957268.000000 Penalty: 2525.452393
	Iteration 0F: 2 clusters Score -4957268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4938972.000000 Penalty: 5050.904785
	Iteration 0F: 3 clusters Score -4938972 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -4945352.500000 Penalty: 5050.904785
	Iteration 1F: 3 clusters Score -4945352 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -4945691.500000 Penalty: 5050.904785
	Iteration 2Q: 3 clusters Score -4945692 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -4945993.000000 Penalty: 5050.904785
	Iteration 3Q: 3 clusters Score -4945993 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -4946220.000000 Penalty: 5050.904785
	Iteration 4Q: 3 clusters Score -4946220 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -4946403.500000 Penalty: 5050.904785
	Iteration 5Q: 3 clusters Score -4946404 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -4946616.500000 Penalty: 5050.904785
	Iteration 6Q: 3 clusters Score -4946616 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4946869.500000 Penalty: 5050.904785
	Iteration 7Q: 3 clusters Score -4946870 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -4947186.500000 Penalty: 5050.904785
	Iteration 8Q: 3 clusters Score -4947186 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4947631.000000 Penalty: 5050.904785
	Iteration 9Q: 3 clusters Score -4947631 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -4948284.000000 Penalty: 5050.904785
	Iteration 10Q: 3 clusters Score -4948284 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -4949154.500000 Penalty: 5050.904785
	Iteration 11F: 3 clusters Score -4949154 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4950346.000000 Penalty: 5050.904785
	Iteration 12F: 3 clusters Score -4950346 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4951791.500000 Penalty: 5050.904785
	Iteration 13F: 3 clusters Score -4951792 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4953105.500000 Penalty: 5050.904785
	Iteration 14F: 3 clusters Score -4953106 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4954094.500000 Penalty: 5050.904785
	Iteration 15Q: 3 clusters Score -4954094 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4954574.000000 Penalty: 5050.904785
	Iteration 16Q: 3 clusters Score -4954574 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4954806.000000 Penalty: 5050.904785
	Iteration 17Q: 3 clusters Score -4954806 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4954942.000000 Penalty: 5050.904785
	Iteration 18Q: 3 clusters Score -4954942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4955005.000000 Penalty: 5050.904785
	Iteration 19Q: 3 clusters Score -4955005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4955033.000000 Penalty: 5050.904785
	Iteration 20F: 3 clusters Score -4955033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4955043.500000 Penalty: 5050.904785
	Iteration 21Q: 3 clusters Score -4955044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4955056.000000 Penalty: 5050.904785
	Iteration 22Q: 3 clusters Score -4955056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4955059.500000 Penalty: 5050.904785
	Iteration 23Q: 3 clusters Score -4955060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4955064.000000 Penalty: 5050.904785
	Iteration 24Q: 3 clusters Score -4955064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4955069.000000 Penalty: 5050.904785
	Iteration 25Q: 3 clusters Score -4955069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4955070.000000 Penalty: 5050.904785
	Iteration 26Q: 3 clusters Score -4955070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4955070.000000 Penalty: 5050.904785
	Iteration 27F: 3 clusters Score -4955070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Entering Unmasked Estep 
Score: -10044204.000000 Penalty: 2700.005615
	Iteration 0F: 2 clusters Score -1.00442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -10013259.000000 Penalty: 5400.011230
	Iteration 0F: 3 clusters Score -1.001326e+07 nChanged 24652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -10026921.000000 Penalty: 5400.011230
	Iteration 1F: 3 clusters Score -1.002692e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -10027432.000000 Penalty: 5400.011230
	Iteration 2Q: 3 clusters Score -1.002743e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -10027891.000000 Penalty: 5400.011230
	Iteration 3Q: 3 clusters Score -1.002789e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -10028364.000000 Penalty: 5400.011230
	Iteration 4Q: 3 clusters Score -1.002836e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 30035 members 
Entering Unmasked Estep 
Score: -10029073.000000 Penalty: 5400.011230
	Iteration 5Q: 3 clusters Score -1.002907e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -10029915.000000 Penalty: 5400.011230
	Iteration 6Q: 3 clusters Score -1.002992e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -10031126.000000 Penalty: 5400.011230
	Iteration 7Q: 3 clusters Score -1.003113e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -10032812.000000 Penalty: 5400.011230
	Iteration 8F: 3 clusters Score -1.003281e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -10034928.000000 Penalty: 5400.011230
	Iteration 9F: 3 clusters Score -1.003493e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -10037150.000000 Penalty: 5400.011230
	Iteration 10F: 3 clusters Score -1.003715e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -10038862.000000 Penalty: 5400.011230
	Iteration 11F: 3 clusters Score -1.003886e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -10040723.000000 Penalty: 5400.011230
	Iteration 12F: 3 clusters Score -1.004072e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -10041504.000000 Penalty: 5400.011230
	Iteration 13Q: 3 clusters Score -1.00415e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -10041655.000000 Penalty: 5400.011230
	Iteration 14Q: 3 clusters Score -1.004166e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 52788 members 
Entering Unmasked Estep 
Score: -10041759.000000 Penalty: 5400.011230
	Iteration 15Q: 3 clusters Score -1.004176e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -10041844.000000 Penalty: 5400.011230
	Iteration 16Q: 3 clusters Score -1.004184e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 53115 members 
Entering Unmasked Estep 
Score: -10041907.000000 Penalty: 5400.011230
	Iteration 17Q: 3 clusters Score -1.004191e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -10041948.000000 Penalty: 5400.011230
	Iteration 18Q: 3 clusters Score -1.004195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 53186 members 
Entering Unmasked Estep 
Score: -10041950.000000 Penalty: 5400.011230
	Iteration 19Q: 3 clusters Score -1.004195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 53198 members 
Entering Unmasked Estep 
Score: -10041951.000000 Penalty: 5400.011230
	Iteration 20F: 3 clusters Score -1.004195e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53205 members 
Entering Unmasked Estep 
Score: -10041958.000000 Penalty: 5400.011230
	Iteration 21Q: 3 clusters Score -1.004196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -10041961.000000 Penalty: 5400.011230
	Iteration 22Q: 3 clusters Score -1.004196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -10041972.000000 Penalty: 5400.011230
	Iteration 23Q: 3 clusters Score -1.004197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -10041990.000000 Penalty: 5400.011230
	Iteration 24Q: 3 clusters Score -1.004199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -10041988.000000 Penalty: 5400.011230
	Iteration 25Q: 3 clusters Score -1.004199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -10041991.000000 Penalty: 5400.011230
	Iteration 26Q: 3 clusters Score -1.004199e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -10041991.000000 Penalty: 5400.011230
	Iteration 27F: 3 clusters Score -1.004199e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Entering Unmasked Estep 
Score: -1845875.625000 Penalty: 2283.493896
	Iteration 0F: 2 clusters Score -1845876 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 4996 members 
Entering Unmasked Estep 
Score: -1838235.750000 Penalty: 4566.987793
	Iteration 0F: 3 clusters Score -1838236 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1840404.750000 Penalty: 4566.987793
	Iteration 1F: 3 clusters Score -1840405 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1840653.125000 Penalty: 4566.987793
	Iteration 2F: 3 clusters Score -1840653 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1840852.875000 Penalty: 4566.987793
	Iteration 3Q: 3 clusters Score -1840853 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1841046.250000 Penalty: 4566.987793
	Iteration 4Q: 3 clusters Score -1841046 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1841238.250000 Penalty: 4566.987793
	Iteration 5Q: 3 clusters Score -1841238 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1841435.125000 Penalty: 4566.987793
	Iteration 6Q: 3 clusters Score -1841435 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1841679.250000 Penalty: 4566.987793
	Iteration 7Q: 3 clusters Score -1841679 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1841955.750000 Penalty: 4566.987793
	Iteration 8Q: 3 clusters Score -1841956 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1842307.500000 Penalty: 4566.987793
	Iteration 9F: 3 clusters Score -1842308 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1842710.250000 Penalty: 4566.987793
	Iteration 10F: 3 clusters Score -1842710 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1843120.625000 Penalty: 4566.987793
	Iteration 11F: 3 clusters Score -1843121 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1843467.250000 Penalty: 4566.987793
	Iteration 12Q: 3 clusters Score -1843467 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1843732.750000 Penalty: 4566.987793
	Iteration 13Q: 3 clusters Score -1843733 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1843948.875000 Penalty: 4566.987793
	Iteration 14Q: 3 clusters Score -1843949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1844112.875000 Penalty: 4566.987793
	Iteration 15Q: 3 clusters Score -1844113 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1844205.250000 Penalty: 4566.987793
	Iteration 16Q: 3 clusters Score -1844205 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1844256.000000 Penalty: 4566.987793
	Iteration 17Q: 3 clusters Score -1844256 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1844286.875000 Penalty: 4566.987793
	Iteration 18Q: 3 clusters Score -1844287 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1844303.875000 Penalty: 4566.987793
	Iteration 19Q: 3 clusters Score -1844304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1844326.500000 Penalty: 4566.987793
	Iteration 20F: 3 clusters Score -1844326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1844335.875000 Penalty: 4566.987793
	Iteration 21Q: 3 clusters Score -1844336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1844343.750000 Penalty: 4566.987793
	Iteration 22Q: 3 clusters Score -1844344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1844345.750000 Penalty: 4566.987793
	Iteration 23Q: 3 clusters Score -1844346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1844352.375000 Penalty: 4566.987793
	Iteration 24Q: 3 clusters Score -1844352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1844353.500000 Penalty: 4566.987793
	Iteration 25Q: 3 clusters Score -1844354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1844353.500000 Penalty: 4566.987793
	Iteration 26Q: 3 clusters Score -1844354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1844356.375000 Penalty: 4566.987793
	Iteration 27Q: 3 clusters Score -1844356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1844367.000000 Penalty: 4566.987793
	Iteration 28Q: 3 clusters Score -1844367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1844368.875000 Penalty: 4566.987793
	Iteration 29Q: 3 clusters Score -1844369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1844372.500000 Penalty: 4566.987793
	Iteration 30Q: 3 clusters Score -1844372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1844372.500000 Penalty: 4566.987793
	Iteration 31Q: 3 clusters Score -1844372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1844373.625000 Penalty: 4566.987793
	Iteration 32Q: 3 clusters Score -1844374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1844376.625000 Penalty: 4566.987793
	Iteration 33Q: 3 clusters Score -1844377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1844374.625000 Penalty: 4566.987793
	Iteration 34Q: 3 clusters Score -1844375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1844375.375000 Penalty: 4566.987793
	Iteration 35Q: 3 clusters Score -1844375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1844377.500000 Penalty: 4566.987793
	Iteration 36Q: 3 clusters Score -1844378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1844380.375000 Penalty: 4566.987793
	Iteration 37Q: 3 clusters Score -1844380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1844381.125000 Penalty: 4566.987793
	Iteration 38Q: 3 clusters Score -1844381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1844378.250000 Penalty: 4566.987793
	Iteration 39Q: 3 clusters Score -1844378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1844378.250000 Penalty: 4566.987793
	Iteration 40F: 3 clusters Score -1844378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Entering Unmasked Estep 
Score: -5482266.000000 Penalty: 2558.103760
	Iteration 0F: 2 clusters Score -5482266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5461606.000000 Penalty: 5116.207520
	Iteration 0F: 3 clusters Score -5461606 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -5468895.500000 Penalty: 5116.207520
	Iteration 1F: 3 clusters Score -5468896 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5469403.500000 Penalty: 5116.207520
	Iteration 2Q: 3 clusters Score -5469404 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -5469943.500000 Penalty: 5116.207520
	Iteration 3Q: 3 clusters Score -5469944 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -5470622.500000 Penalty: 5116.207520
	Iteration 4F: 3 clusters Score -5470622 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -5471523.500000 Penalty: 5116.207520
	Iteration 5F: 3 clusters Score -5471524 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -5472670.000000 Penalty: 5116.207520
	Iteration 6F: 3 clusters Score -5472670 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -5474326.500000 Penalty: 5116.207520
	Iteration 7F: 3 clusters Score -5474326 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -5476227.500000 Penalty: 5116.207520
	Iteration 8F: 3 clusters Score -5476228 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5477947.000000 Penalty: 5116.207520
	Iteration 9F: 3 clusters Score -5477947 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -5479068.500000 Penalty: 5116.207520
	Iteration 10Q: 3 clusters Score -5479068 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5479648.000000 Penalty: 5116.207520
	Iteration 11Q: 3 clusters Score -5479648 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -5479963.000000 Penalty: 5116.207520
	Iteration 12Q: 3 clusters Score -5479963 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -5480147.500000 Penalty: 5116.207520
	Iteration 13Q: 3 clusters Score -5480148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5480282.000000 Penalty: 5116.207520
	Iteration 14Q: 3 clusters Score -5480282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -5480343.000000 Penalty: 5116.207520
	Iteration 15Q: 3 clusters Score -5480343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -5480376.500000 Penalty: 5116.207520
	Iteration 16Q: 3 clusters Score -5480376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -5480395.000000 Penalty: 5116.207520
	Iteration 17Q: 3 clusters Score -5480395 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -5480402.000000 Penalty: 5116.207520
	Iteration 18Q: 3 clusters Score -5480402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -5480409.000000 Penalty: 5116.207520
	Iteration 19Q: 3 clusters Score -5480409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5480408.000000 Penalty: 5116.207520
	Iteration 20F: 3 clusters Score -5480408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5480432.000000 Penalty: 5116.207520
	Iteration 21Q: 3 clusters Score -5480432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -5480440.500000 Penalty: 5116.207520
	Iteration 22Q: 3 clusters Score -5480440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -5480442.500000 Penalty: 5116.207520
	Iteration 23Q: 3 clusters Score -5480442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -5480438.500000 Penalty: 5116.207520
	Iteration 24Q: 3 clusters Score -5480438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -5480442.000000 Penalty: 5116.207520
	Iteration 25Q: 3 clusters Score -5480442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5480437.000000 Penalty: 5116.207520
	Iteration 26Q: 3 clusters Score -5480437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -5480447.000000 Penalty: 5116.207520
	Iteration 27Q: 3 clusters Score -5480447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5480443.000000 Penalty: 5116.207520
	Iteration 28Q: 3 clusters Score -5480443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5480443.000000 Penalty: 5116.207520
	Iteration 29F: 3 clusters Score -5480443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -440321.343750 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -440321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -437365.593750 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -437365.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -437960.281250 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -437960.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -438150.125000 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -438150.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -438293.250000 Penalty: 3890.354248
	Iteration 3F: 3 clusters Score -438293.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -438455.468750 Penalty: 3890.354248
	Iteration 4F: 3 clusters Score -438455.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -438681.750000 Penalty: 3890.354248
	Iteration 5F: 3 clusters Score -438681.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -438919.906250 Penalty: 3890.354248
	Iteration 6F: 3 clusters Score -438919.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -439172.656250 Penalty: 3890.354248
	Iteration 7F: 3 clusters Score -439172.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -439391.843750 Penalty: 3890.354248
	Iteration 8F: 3 clusters Score -439391.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -439555.562500 Penalty: 3890.354248
	Iteration 9F: 3 clusters Score -439555.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -439654.937500 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -439654.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -439715.312500 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -439715.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -439749.656250 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -439749.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -439768.906250 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -439768.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -439793.343750 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -439793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -439812.468750 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -439812.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -439824.406250 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -439824.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -439830.187500 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -439830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -439835.437500 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -439835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -439841.250000 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -439841.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -439846.343750 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -439846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -439849.437500 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -439849.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -439851.000000 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -439851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -439852.343750 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -439852.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -439854.031250 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -439854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -439855.937500 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -439855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -439855.937500 Penalty: 3890.354248
	Iteration 26F: 3 clusters Score -439855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -1058162.875000 Penalty: 2143.493896
	Iteration 0F: 2 clusters Score -1058163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1053173.750000 Penalty: 4286.987793
	Iteration 0F: 3 clusters Score -1053174 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1054354.625000 Penalty: 4286.987793
	Iteration 1F: 3 clusters Score -1054355 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1054556.875000 Penalty: 4286.987793
	Iteration 2F: 3 clusters Score -1054557 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1054699.750000 Penalty: 4286.987793
	Iteration 3Q: 3 clusters Score -1054700 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1054795.250000 Penalty: 4286.987793
	Iteration 4Q: 3 clusters Score -1054795 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1054853.125000 Penalty: 4286.987793
	Iteration 5Q: 3 clusters Score -1054853 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1054895.375000 Penalty: 4286.987793
	Iteration 6Q: 3 clusters Score -1054895 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1054931.625000 Penalty: 4286.987793
	Iteration 7Q: 3 clusters Score -1054932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1054967.500000 Penalty: 4286.987793
	Iteration 8Q: 3 clusters Score -1054968 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1055000.125000 Penalty: 4286.987793
	Iteration 9Q: 3 clusters Score -1055000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1055029.250000 Penalty: 4286.987793
	Iteration 10Q: 3 clusters Score -1055029 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1055057.500000 Penalty: 4286.987793
	Iteration 11Q: 3 clusters Score -1055058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1055086.375000 Penalty: 4286.987793
	Iteration 12Q: 3 clusters Score -1055086 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1055120.500000 Penalty: 4286.987793
	Iteration 13Q: 3 clusters Score -1055120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1055146.875000 Penalty: 4286.987793
	Iteration 14Q: 3 clusters Score -1055147 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1055179.375000 Penalty: 4286.987793
	Iteration 15Q: 3 clusters Score -1055179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1055222.000000 Penalty: 4286.987793
	Iteration 16Q: 3 clusters Score -1055222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1055269.500000 Penalty: 4286.987793
	Iteration 17Q: 3 clusters Score -1055270 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1055329.625000 Penalty: 4286.987793
	Iteration 18Q: 3 clusters Score -1055330 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1055384.500000 Penalty: 4286.987793
	Iteration 19Q: 3 clusters Score -1055384 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1055430.875000 Penalty: 4286.987793
	Iteration 20F: 3 clusters Score -1055431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1055481.500000 Penalty: 4286.987793
	Iteration 21Q: 3 clusters Score -1055482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1055537.125000 Penalty: 4286.987793
	Iteration 22Q: 3 clusters Score -1055537 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1055592.625000 Penalty: 4286.987793
	Iteration 23Q: 3 clusters Score -1055593 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1055651.875000 Penalty: 4286.987793
	Iteration 24Q: 3 clusters Score -1055652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1055716.750000 Penalty: 4286.987793
	Iteration 25Q: 3 clusters Score -1055717 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1055768.375000 Penalty: 4286.987793
	Iteration 26Q: 3 clusters Score -1055768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1055827.750000 Penalty: 4286.987793
	Iteration 27Q: 3 clusters Score -1055828 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1055890.375000 Penalty: 4286.987793
	Iteration 28Q: 3 clusters Score -1055890 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1055958.750000 Penalty: 4286.987793
	Iteration 29Q: 3 clusters Score -1055959 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1056031.500000 Penalty: 4286.987793
	Iteration 30Q: 3 clusters Score -1056032 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1056095.875000 Penalty: 4286.987793
	Iteration 31Q: 3 clusters Score -1056096 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1056157.875000 Penalty: 4286.987793
	Iteration 32Q: 3 clusters Score -1056158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1056220.500000 Penalty: 4286.987793
	Iteration 33Q: 3 clusters Score -1056220 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1056261.125000 Penalty: 4286.987793
	Iteration 34Q: 3 clusters Score -1056261 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1056294.500000 Penalty: 4286.987793
	Iteration 35Q: 3 clusters Score -1056294 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1056345.750000 Penalty: 4286.987793
	Iteration 36Q: 3 clusters Score -1056346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1056382.125000 Penalty: 4286.987793
	Iteration 37Q: 3 clusters Score -1056382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1056416.500000 Penalty: 4286.987793
	Iteration 38Q: 3 clusters Score -1056416 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1056440.500000 Penalty: 4286.987793
	Iteration 39Q: 3 clusters Score -1056440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1056456.000000 Penalty: 4286.987793
	Iteration 40F: 3 clusters Score -1056456 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1056476.500000 Penalty: 4286.987793
	Iteration 41Q: 3 clusters Score -1056476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1056497.875000 Penalty: 4286.987793
	Iteration 42Q: 3 clusters Score -1056498 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1056525.250000 Penalty: 4286.987793
	Iteration 43Q: 3 clusters Score -1056525 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1056543.000000 Penalty: 4286.987793
	Iteration 44Q: 3 clusters Score -1056543 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1056557.625000 Penalty: 4286.987793
	Iteration 45Q: 3 clusters Score -1056558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1056575.000000 Penalty: 4286.987793
	Iteration 46Q: 3 clusters Score -1056575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1056586.250000 Penalty: 4286.987793
	Iteration 47Q: 3 clusters Score -1056586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1056591.500000 Penalty: 4286.987793
	Iteration 48Q: 3 clusters Score -1056592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1056599.125000 Penalty: 4286.987793
	Iteration 49Q: 3 clusters Score -1056599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1056608.750000 Penalty: 4286.987793
	Iteration 50Q: 3 clusters Score -1056609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1056615.750000 Penalty: 4286.987793
	Iteration 51Q: 3 clusters Score -1056616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1056621.250000 Penalty: 4286.987793
	Iteration 52Q: 3 clusters Score -1056621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1056622.500000 Penalty: 4286.987793
	Iteration 53Q: 3 clusters Score -1056622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1056627.750000 Penalty: 4286.987793
	Iteration 54Q: 3 clusters Score -1056628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1056630.750000 Penalty: 4286.987793
	Iteration 55Q: 3 clusters Score -1056631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1056635.125000 Penalty: 4286.987793
	Iteration 56Q: 3 clusters Score -1056635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1056638.500000 Penalty: 4286.987793
	Iteration 57Q: 3 clusters Score -1056638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1056640.250000 Penalty: 4286.987793
	Iteration 58Q: 3 clusters Score -1056640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1056644.375000 Penalty: 4286.987793
	Iteration 59Q: 3 clusters Score -1056644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1056644.875000 Penalty: 4286.987793
	Iteration 60F: 3 clusters Score -1056645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1056647.125000 Penalty: 4286.987793
	Iteration 61Q: 3 clusters Score -1056647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1056649.250000 Penalty: 4286.987793
	Iteration 62Q: 3 clusters Score -1056649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1056648.625000 Penalty: 4286.987793
	Iteration 63Q: 3 clusters Score -1056649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1056649.125000 Penalty: 4286.987793
	Iteration 64Q: 3 clusters Score -1056649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1056649.250000 Penalty: 4286.987793
	Iteration 65Q: 3 clusters Score -1056649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1056649.000000 Penalty: 4286.987793
	Iteration 66Q: 3 clusters Score -1056649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1056649.000000 Penalty: 4286.987793
	Iteration 67F: 3 clusters Score -1056649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45635.546875 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -45635.55 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 214 members 
Entering Unmasked Estep 
Score: -44329.992188 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -44329.99 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44556.031250 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -44556.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44654.816406 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -44654.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44736.933594 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -44736.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44762.773438 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -44762.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44773.433594 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -44773.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44778.683594 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -44778.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44778.683594 Penalty: 3008.789795
	Iteration 7F: 3 clusters Score -44778.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (44656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Entering Unmasked Estep 
Score: -8375434.500000 Penalty: 2655.272461
	Iteration 0F: 2 clusters Score -8375434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8346768.000000 Penalty: 5310.544922
	Iteration 0F: 3 clusters Score -8346768 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -8357974.500000 Penalty: 5310.544922
	Iteration 1F: 3 clusters Score -8357974 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -8358451.000000 Penalty: 5310.544922
	Iteration 2Q: 3 clusters Score -8358451 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -8358958.000000 Penalty: 5310.544922
	Iteration 3Q: 3 clusters Score -8358958 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -8359402.500000 Penalty: 5310.544922
	Iteration 4Q: 3 clusters Score -8359402 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -8359844.000000 Penalty: 5310.544922
	Iteration 5Q: 3 clusters Score -8359844 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -8360345.500000 Penalty: 5310.544922
	Iteration 6Q: 3 clusters Score -8360346 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -8361081.500000 Penalty: 5310.544922
	Iteration 7Q: 3 clusters Score -8361082 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -8362121.000000 Penalty: 5310.544922
	Iteration 8Q: 3 clusters Score -8362121 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -8363605.000000 Penalty: 5310.544922
	Iteration 9F: 3 clusters Score -8363605 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -8365378.500000 Penalty: 5310.544922
	Iteration 10F: 3 clusters Score -8365378 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -8367157.500000 Penalty: 5310.544922
	Iteration 11F: 3 clusters Score -8367158 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -8368798.000000 Penalty: 5310.544922
	Iteration 12Q: 3 clusters Score -8368798 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -8370164.500000 Penalty: 5310.544922
	Iteration 13Q: 3 clusters Score -8370164 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8371057.500000 Penalty: 5310.544922
	Iteration 14Q: 3 clusters Score -8371058 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8371705.500000 Penalty: 5310.544922
	Iteration 15Q: 3 clusters Score -8371706 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -8372126.500000 Penalty: 5310.544922
	Iteration 16Q: 3 clusters Score -8372126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8372439.000000 Penalty: 5310.544922
	Iteration 17Q: 3 clusters Score -8372439 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8372655.000000 Penalty: 5310.544922
	Iteration 18Q: 3 clusters Score -8372655 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8372763.500000 Penalty: 5310.544922
	Iteration 19Q: 3 clusters Score -8372764 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8372855.000000 Penalty: 5310.544922
	Iteration 20F: 3 clusters Score -8372855 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8372934.000000 Penalty: 5310.544922
	Iteration 21Q: 3 clusters Score -8372934 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8373016.000000 Penalty: 5310.544922
	Iteration 22Q: 3 clusters Score -8373016 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8373048.500000 Penalty: 5310.544922
	Iteration 23Q: 3 clusters Score -8373048 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8373090.000000 Penalty: 5310.544922
	Iteration 24Q: 3 clusters Score -8373090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -8373110.500000 Penalty: 5310.544922
	Iteration 25Q: 3 clusters Score -8373110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8373145.000000 Penalty: 5310.544922
	Iteration 26Q: 3 clusters Score -8373145 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8373151.500000 Penalty: 5310.544922
	Iteration 27Q: 3 clusters Score -8373152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8373159.000000 Penalty: 5310.544922
	Iteration 28Q: 3 clusters Score -8373159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8373177.000000 Penalty: 5310.544922
	Iteration 29Q: 3 clusters Score -8373177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8373178.500000 Penalty: 5310.544922
	Iteration 30Q: 3 clusters Score -8373178 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8373209.000000 Penalty: 5310.544922
	Iteration 31Q: 3 clusters Score -8373209 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8373221.000000 Penalty: 5310.544922
	Iteration 32Q: 3 clusters Score -8373221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8373234.000000 Penalty: 5310.544922
	Iteration 33Q: 3 clusters Score -8373234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8373234.500000 Penalty: 5310.544922
	Iteration 34Q: 3 clusters Score -8373234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8373229.500000 Penalty: 5310.544922
	Iteration 35Q: 3 clusters Score -8373230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8373238.500000 Penalty: 5310.544922
	Iteration 36Q: 3 clusters Score -8373238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8373238.000000 Penalty: 5310.544922
	Iteration 37Q: 3 clusters Score -8373238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8373248.000000 Penalty: 5310.544922
	Iteration 38Q: 3 clusters Score -8373248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8373257.500000 Penalty: 5310.544922
	Iteration 39Q: 3 clusters Score -8373258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8373256.000000 Penalty: 5310.544922
	Iteration 40F: 3 clusters Score -8373256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8373262.000000 Penalty: 5310.544922
	Iteration 41Q: 3 clusters Score -8373262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8373274.000000 Penalty: 5310.544922
	Iteration 42Q: 3 clusters Score -8373274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8373263.500000 Penalty: 5310.544922
	Iteration 43Q: 3 clusters Score -8373264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8373265.000000 Penalty: 5310.544922
	Iteration 44Q: 3 clusters Score -8373265 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8373266.500000 Penalty: 5310.544922
	Iteration 45Q: 3 clusters Score -8373266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -8373268.500000 Penalty: 5310.544922
	Iteration 46Q: 3 clusters Score -8373268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8373265.500000 Penalty: 5310.544922
	Iteration 47Q: 3 clusters Score -8373266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8373271.500000 Penalty: 5310.544922
	Iteration 48Q: 3 clusters Score -8373272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8373270.500000 Penalty: 5310.544922
	Iteration 49Q: 3 clusters Score -8373270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8373271.000000 Penalty: 5310.544922
	Iteration 50Q: 3 clusters Score -8373271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8373284.500000 Penalty: 5310.544922
	Iteration 51Q: 3 clusters Score -8373284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8373292.000000 Penalty: 5310.544922
	Iteration 52Q: 3 clusters Score -8373292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8373278.500000 Penalty: 5310.544922
	Iteration 53Q: 3 clusters Score -8373278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8373285.000000 Penalty: 5310.544922
	Iteration 54Q: 3 clusters Score -8373285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8373295.000000 Penalty: 5310.544922
	Iteration 55Q: 3 clusters Score -8373295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8373299.000000 Penalty: 5310.544922
	Iteration 56Q: 3 clusters Score -8373299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8373304.000000 Penalty: 5310.544922
	Iteration 57Q: 3 clusters Score -8373304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8373304.500000 Penalty: 5310.544922
	Iteration 58Q: 3 clusters Score -8373304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8373308.500000 Penalty: 5310.544922
	Iteration 59Q: 3 clusters Score -8373308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8373315.500000 Penalty: 5310.544922
	Iteration 60F: 3 clusters Score -8373316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5310.544922
	Iteration 61Q: 3 clusters Score -8373310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5310.544922
	Iteration 62Q: 3 clusters Score -8373310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8373310.500000 Penalty: 5310.544922
	Iteration 63Q: 3 clusters Score -8373310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8373304.000000 Penalty: 5310.544922
	Iteration 64Q: 3 clusters Score -8373304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8373303.500000 Penalty: 5310.544922
	Iteration 65Q: 3 clusters Score -8373304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5310.544922
	Iteration 66Q: 3 clusters Score -8373310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5310.544922
	Iteration 67F: 3 clusters Score -8373310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (40653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Entering Unmasked Estep 
Score: -7563843.000000 Penalty: 2631.981445
	Iteration 0F: 2 clusters Score -7563843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -7536517.000000 Penalty: 5263.962891
	Iteration 0F: 3 clusters Score -7536517 nChanged 18682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -7546736.000000 Penalty: 5263.962891
	Iteration 1F: 3 clusters Score -7546736 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -7547204.000000 Penalty: 5263.962891
	Iteration 2Q: 3 clusters Score -7547204 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -7547716.000000 Penalty: 5263.962891
	Iteration 3Q: 3 clusters Score -7547716 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -7548222.000000 Penalty: 5263.962891
	Iteration 4Q: 3 clusters Score -7548222 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -7548884.000000 Penalty: 5263.962891
	Iteration 5Q: 3 clusters Score -7548884 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -7549849.000000 Penalty: 5263.962891
	Iteration 6Q: 3 clusters Score -7549849 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7551189.500000 Penalty: 5263.962891
	Iteration 7F: 3 clusters Score -7551190 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -7553220.500000 Penalty: 5263.962891
	Iteration 8F: 3 clusters Score -7553220 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7555704.500000 Penalty: 5263.962891
	Iteration 9F: 3 clusters Score -7555704 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -7558008.000000 Penalty: 5263.962891
	Iteration 10F: 3 clusters Score -7558008 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7559686.000000 Penalty: 5263.962891
	Iteration 11Q: 3 clusters Score -7559686 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -7560641.500000 Penalty: 5263.962891
	Iteration 12Q: 3 clusters Score -7560642 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7561142.500000 Penalty: 5263.962891
	Iteration 13Q: 3 clusters Score -7561142 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -7561394.000000 Penalty: 5263.962891
	Iteration 14Q: 3 clusters Score -7561394 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7561484.500000 Penalty: 5263.962891
	Iteration 15Q: 3 clusters Score -7561484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7561547.500000 Penalty: 5263.962891
	Iteration 16Q: 3 clusters Score -7561548 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7561590.500000 Penalty: 5263.962891
	Iteration 17Q: 3 clusters Score -7561590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -7561614.500000 Penalty: 5263.962891
	Iteration 18Q: 3 clusters Score -7561614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7561624.500000 Penalty: 5263.962891
	Iteration 19Q: 3 clusters Score -7561624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7561646.000000 Penalty: 5263.962891
	Iteration 20F: 3 clusters Score -7561646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7561652.500000 Penalty: 5263.962891
	Iteration 21Q: 3 clusters Score -7561652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -7561662.000000 Penalty: 5263.962891
	Iteration 22Q: 3 clusters Score -7561662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7561674.000000 Penalty: 5263.962891
	Iteration 23Q: 3 clusters Score -7561674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7561680.000000 Penalty: 5263.962891
	Iteration 24Q: 3 clusters Score -7561680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7561678.000000 Penalty: 5263.962891
	Iteration 25Q: 3 clusters Score -7561678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7561682.500000 Penalty: 5263.962891
	Iteration 26Q: 3 clusters Score -7561682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7561682.500000 Penalty: 5263.962891
	Iteration 27F: 3 clusters Score -7561682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 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 109 members 
Entering Unmasked Estep 
Score: -16385.019531 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16385.02 nChanged 27
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: -16495.642578 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16495.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16523.550781 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16523.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16541.515625 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16541.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16548.142578 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16548.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16548.142578 Penalty: 2675.239258
	Iteration 5F: 3 clusters Score -16548.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 37973 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 37835 members 
Mstep: Class 5 contains 49018 members 
Mstep: Class 6 contains 22856 members 
Mstep: Class 7 contains 46519 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48625 members 
Mstep: Class 10 contains 43102 members 
Mstep: Class 11 contains 41487 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 51426 members 
Mstep: Class 16 contains 50905 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26457 members 
Mstep: Class 20 contains 53483 members 
Mstep: Class 21 contains 9973 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44656 members 
Mstep: Class 27 contains 40653 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143248.000000 Penalty: 93905.554688
Iteration 159Q: 29 clusters Score -1.371432e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 48986 members 
Mstep: Class 4 contains 37900 members 
Mstep: Class 5 contains 49006 members 
Mstep: Class 6 contains 22872 members 
Mstep: Class 7 contains 46535 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48610 members 
Mstep: Class 10 contains 43060 members 
Mstep: Class 11 contains 41527 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 51110 members 
Mstep: Class 16 contains 51051 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26419 members 
Mstep: Class 20 contains 53816 members 
Mstep: Class 21 contains 9983 members 
Mstep: Class 22 contains 30178 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 44828 members 
Mstep: Class 27 contains 40604 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143136.000000 Penalty: 93905.554688
Iteration 160F: 29 clusters Score -1.371431e+08 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 37407 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 37986 members 
Mstep: Class 5 contains 48938 members 
Mstep: Class 6 contains 22897 members 
Mstep: Class 7 contains 46571 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48588 members 
Mstep: Class 10 contains 43008 members 
Mstep: Class 11 contains 41575 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50818 members 
Mstep: Class 16 contains 51133 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26390 members 
Mstep: Class 20 contains 54051 members 
Mstep: Class 21 contains 10003 members 
Mstep: Class 22 contains 30181 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5638 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45045 members 
Mstep: Class 27 contains 40574 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142672.000000 Penalty: 93905.554688
Iteration 161Q: 29 clusters Score -1.371427e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 37090 members 
Mstep: Class 3 contains 49157 members 
Mstep: Class 4 contains 38016 members 
Mstep: Class 5 contains 48850 members 
Mstep: Class 6 contains 22916 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48557 members 
Mstep: Class 10 contains 42944 members 
Mstep: Class 11 contains 41613 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50565 members 
Mstep: Class 16 contains 51240 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26384 members 
Mstep: Class 20 contains 54246 members 
Mstep: Class 21 contains 10017 members 
Mstep: Class 22 contains 30188 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45290 members 
Mstep: Class 27 contains 40554 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143072.000000 Penalty: 93905.554688
Iteration 162Q: 29 clusters Score -1.371431e+08 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 36760 members 
Mstep: Class 3 contains 49311 members 
Mstep: Class 4 contains 38056 members 
Mstep: Class 5 contains 48815 members 
Mstep: Class 6 contains 22934 members 
Mstep: Class 7 contains 46573 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48564 members 
Mstep: Class 10 contains 42907 members 
Mstep: Class 11 contains 41673 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50337 members 
Mstep: Class 16 contains 51300 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26360 members 
Mstep: Class 20 contains 54343 members 
Mstep: Class 21 contains 10035 members 
Mstep: Class 22 contains 30191 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5671 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45543 members 
Mstep: Class 27 contains 40550 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143216.000000 Penalty: 93905.554688
Iteration 163Q: 29 clusters Score -1.371432e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 36450 members 
Mstep: Class 3 contains 49547 members 
Mstep: Class 4 contains 38097 members 
Mstep: Class 5 contains 48761 members 
Mstep: Class 6 contains 22951 members 
Mstep: Class 7 contains 46590 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48539 members 
Mstep: Class 10 contains 42922 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50040 members 
Mstep: Class 16 contains 51320 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26347 members 
Mstep: Class 20 contains 54400 members 
Mstep: Class 21 contains 10048 members 
Mstep: Class 22 contains 30199 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5693 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45801 members 
Mstep: Class 27 contains 40554 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143360.000000 Penalty: 93905.554688
Iteration 164Q: 29 clusters Score -1.371434e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 36187 members 
Mstep: Class 3 contains 49747 members 
Mstep: Class 4 contains 38169 members 
Mstep: Class 5 contains 48655 members 
Mstep: Class 6 contains 22969 members 
Mstep: Class 7 contains 46595 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48520 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 41778 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49780 members 
Mstep: Class 16 contains 51313 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26356 members 
Mstep: Class 20 contains 54409 members 
Mstep: Class 21 contains 10059 members 
Mstep: Class 22 contains 30203 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5700 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46043 members 
Mstep: Class 27 contains 40611 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143360.000000 Penalty: 93905.554688
Iteration 165Q: 29 clusters Score -1.371434e+08 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 35908 members 
Mstep: Class 3 contains 49975 members 
Mstep: Class 4 contains 38226 members 
Mstep: Class 5 contains 48532 members 
Mstep: Class 6 contains 22983 members 
Mstep: Class 7 contains 46610 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48511 members 
Mstep: Class 10 contains 42944 members 
Mstep: Class 11 contains 41842 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49570 members 
Mstep: Class 16 contains 51313 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 54365 members 
Mstep: Class 21 contains 10088 members 
Mstep: Class 22 contains 30187 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5727 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46228 members 
Mstep: Class 27 contains 40671 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143360.000000 Penalty: 93905.554688
Iteration 166Q: 29 clusters Score -1.371434e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 35623 members 
Mstep: Class 3 contains 50212 members 
Mstep: Class 4 contains 38297 members 
Mstep: Class 5 contains 48499 members 
Mstep: Class 6 contains 22999 members 
Mstep: Class 7 contains 46593 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48499 members 
Mstep: Class 10 contains 42941 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49398 members 
Mstep: Class 16 contains 51243 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 54281 members 
Mstep: Class 21 contains 10108 members 
Mstep: Class 22 contains 30183 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46383 members 
Mstep: Class 27 contains 40757 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143888.000000 Penalty: 93905.554688
Iteration 167Q: 29 clusters Score -1.371439e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 35316 members 
Mstep: Class 3 contains 50413 members 
Mstep: Class 4 contains 38354 members 
Mstep: Class 5 contains 48518 members 
Mstep: Class 6 contains 23014 members 
Mstep: Class 7 contains 46588 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48491 members 
Mstep: Class 10 contains 42928 members 
Mstep: Class 11 contains 41990 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49295 members 
Mstep: Class 16 contains 51183 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26345 members 
Mstep: Class 20 contains 54187 members 
Mstep: Class 21 contains 10121 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5794 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46458 members 
Mstep: Class 27 contains 40848 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144176.000000 Penalty: 93905.554688
Iteration 168Q: 29 clusters Score -1.371442e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 35006 members 
Mstep: Class 3 contains 50570 members 
Mstep: Class 4 contains 38404 members 
Mstep: Class 5 contains 48618 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 46594 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48473 members 
Mstep: Class 10 contains 42937 members 
Mstep: Class 11 contains 42061 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49152 members 
Mstep: Class 16 contains 51134 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26346 members 
Mstep: Class 20 contains 54065 members 
Mstep: Class 21 contains 10134 members 
Mstep: Class 22 contains 30186 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5818 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46506 members 
Mstep: Class 27 contains 40940 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144256.000000 Penalty: 93905.554688
Iteration 169Q: 29 clusters Score -1.371443e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 34689 members 
Mstep: Class 3 contains 50624 members 
Mstep: Class 4 contains 38456 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 46583 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48430 members 
Mstep: Class 10 contains 42921 members 
Mstep: Class 11 contains 42153 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49010 members 
Mstep: Class 16 contains 51180 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26341 members 
Mstep: Class 20 contains 53973 members 
Mstep: Class 21 contains 10144 members 
Mstep: Class 22 contains 30201 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 5848 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46543 members 
Mstep: Class 27 contains 41086 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144528.000000 Penalty: 93905.554688
Iteration 170Q: 29 clusters Score -1.371445e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 34379 members 
Mstep: Class 3 contains 50706 members 
Mstep: Class 4 contains 38551 members 
Mstep: Class 5 contains 48840 members 
Mstep: Class 6 contains 23049 members 
Mstep: Class 7 contains 46581 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 42926 members 
Mstep: Class 11 contains 42205 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48882 members 
Mstep: Class 16 contains 51168 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26353 members 
Mstep: Class 20 contains 53890 members 
Mstep: Class 21 contains 10157 members 
Mstep: Class 22 contains 30213 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 5870 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46539 members 
Mstep: Class 27 contains 41249 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144432.000000 Penalty: 93905.554688
Iteration 171Q: 29 clusters Score -1.371444e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 34087 members 
Mstep: Class 3 contains 50732 members 
Mstep: Class 4 contains 38624 members 
Mstep: Class 5 contains 48925 members 
Mstep: Class 6 contains 23056 members 
Mstep: Class 7 contains 46619 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 42237 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48803 members 
Mstep: Class 16 contains 51139 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26353 members 
Mstep: Class 20 contains 53861 members 
Mstep: Class 21 contains 10165 members 
Mstep: Class 22 contains 30217 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5895 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46525 members 
Mstep: Class 27 contains 41421 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144704.000000 Penalty: 93905.554688
Iteration 172Q: 29 clusters Score -1.371447e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 33800 members 
Mstep: Class 3 contains 50772 members 
Mstep: Class 4 contains 38693 members 
Mstep: Class 5 contains 48947 members 
Mstep: Class 6 contains 23068 members 
Mstep: Class 7 contains 46624 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 42910 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 51145 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26356 members 
Mstep: Class 20 contains 53864 members 
Mstep: Class 21 contains 10170 members 
Mstep: Class 22 contains 30225 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5916 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46517 members 
Mstep: Class 27 contains 41607 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144240.000000 Penalty: 93905.554688
Iteration 173Q: 29 clusters Score -1.371442e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 33497 members 
Mstep: Class 3 contains 50866 members 
Mstep: Class 4 contains 38751 members 
Mstep: Class 5 contains 48952 members 
Mstep: Class 6 contains 23082 members 
Mstep: Class 7 contains 46642 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 42863 members 
Mstep: Class 11 contains 42232 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48705 members 
Mstep: Class 16 contains 51149 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26381 members 
Mstep: Class 20 contains 53851 members 
Mstep: Class 21 contains 10170 members 
Mstep: Class 22 contains 30222 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5932 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46484 members 
Mstep: Class 27 contains 41831 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144208.000000 Penalty: 93905.554688
Iteration 174Q: 29 clusters Score -1.371442e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 33214 members 
Mstep: Class 3 contains 50962 members 
Mstep: Class 4 contains 38817 members 
Mstep: Class 5 contains 48941 members 
Mstep: Class 6 contains 23091 members 
Mstep: Class 7 contains 46656 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48346 members 
Mstep: Class 10 contains 42825 members 
Mstep: Class 11 contains 42233 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48652 members 
Mstep: Class 16 contains 51177 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 53837 members 
Mstep: Class 21 contains 10178 members 
Mstep: Class 22 contains 30223 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5951 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46439 members 
Mstep: Class 27 contains 42044 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144240.000000 Penalty: 93905.554688
Iteration 175Q: 29 clusters Score -1.371442e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 32907 members 
Mstep: Class 3 contains 51125 members 
Mstep: Class 4 contains 38898 members 
Mstep: Class 5 contains 48953 members 
Mstep: Class 6 contains 23087 members 
Mstep: Class 7 contains 46691 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48337 members 
Mstep: Class 10 contains 42799 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48598 members 
Mstep: Class 16 contains 51218 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26412 members 
Mstep: Class 20 contains 53795 members 
Mstep: Class 21 contains 10193 members 
Mstep: Class 22 contains 30216 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46418 members 
Mstep: Class 27 contains 42209 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144032.000000 Penalty: 93905.554688
Iteration 176Q: 29 clusters Score -1.37144e+08 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 32611 members 
Mstep: Class 3 contains 51190 members 
Mstep: Class 4 contains 38982 members 
Mstep: Class 5 contains 49049 members 
Mstep: Class 6 contains 23094 members 
Mstep: Class 7 contains 46709 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48329 members 
Mstep: Class 10 contains 42798 members 
Mstep: Class 11 contains 42151 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48543 members 
Mstep: Class 16 contains 51270 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26418 members 
Mstep: Class 20 contains 53747 members 
Mstep: Class 21 contains 10202 members 
Mstep: Class 22 contains 30208 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46394 members 
Mstep: Class 27 contains 42362 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143696.000000 Penalty: 93905.554688
Iteration 177Q: 29 clusters Score -1.371437e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46499 members 
Mstep: Class 2 contains 32343 members 
Mstep: Class 3 contains 51259 members 
Mstep: Class 4 contains 39042 members 
Mstep: Class 5 contains 49102 members 
Mstep: Class 6 contains 23099 members 
Mstep: Class 7 contains 46741 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48324 members 
Mstep: Class 10 contains 42828 members 
Mstep: Class 11 contains 42128 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48467 members 
Mstep: Class 16 contains 51282 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26424 members 
Mstep: Class 20 contains 53743 members 
Mstep: Class 21 contains 10209 members 
Mstep: Class 22 contains 30207 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 6016 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46333 members 
Mstep: Class 27 contains 42530 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143488.000000 Penalty: 93905.554688
Iteration 178Q: 29 clusters Score -1.371435e+08 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 32046 members 
Mstep: Class 3 contains 51314 members 
Mstep: Class 4 contains 39104 members 
Mstep: Class 5 contains 49166 members 
Mstep: Class 6 contains 23105 members 
Mstep: Class 7 contains 46739 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48319 members 
Mstep: Class 10 contains 42865 members 
Mstep: Class 11 contains 42105 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48402 members 
Mstep: Class 16 contains 51301 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 53705 members 
Mstep: Class 21 contains 10213 members 
Mstep: Class 22 contains 30211 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46313 members 
Mstep: Class 27 contains 42696 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143408.000000 Penalty: 93905.554688
Iteration 179Q: 29 clusters Score -1.371434e+08 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 31750 members 
Mstep: Class 3 contains 51311 members 
Mstep: Class 4 contains 39171 members 
Mstep: Class 5 contains 49243 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 46750 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 42883 members 
Mstep: Class 11 contains 42090 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48391 members 
Mstep: Class 16 contains 51319 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26446 members 
Mstep: Class 20 contains 53705 members 
Mstep: Class 21 contains 10214 members 
Mstep: Class 22 contains 30204 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46276 members 
Mstep: Class 27 contains 42825 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144112.000000 Penalty: 93905.554688
Iteration 180F: 29 clusters Score -1.371441e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46491 members 
Mstep: Class 2 contains 31485 members 
Mstep: Class 3 contains 51260 members 
Mstep: Class 4 contains 39241 members 
Mstep: Class 5 contains 49282 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 46780 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48330 members 
Mstep: Class 10 contains 42896 members 
Mstep: Class 11 contains 42097 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48403 members 
Mstep: Class 16 contains 51334 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26447 members 
Mstep: Class 20 contains 53694 members 
Mstep: Class 21 contains 10222 members 
Mstep: Class 22 contains 30200 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 6081 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46247 members 
Mstep: Class 27 contains 42962 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143872.000000 Penalty: 93905.554688
Iteration 181Q: 29 clusters Score -1.371439e+08 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 31228 members 
Mstep: Class 3 contains 51256 members 
Mstep: Class 4 contains 39303 members 
Mstep: Class 5 contains 49267 members 
Mstep: Class 6 contains 23129 members 
Mstep: Class 7 contains 46796 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48316 members 
Mstep: Class 10 contains 42932 members 
Mstep: Class 11 contains 42100 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48420 members 
Mstep: Class 16 contains 51371 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26436 members 
Mstep: Class 20 contains 53643 members 
Mstep: Class 21 contains 10225 members 
Mstep: Class 22 contains 30192 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 6099 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46254 members 
Mstep: Class 27 contains 43079 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143968.000000 Penalty: 93905.554688
Iteration 182Q: 29 clusters Score -1.37144e+08 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 31001 members 
Mstep: Class 3 contains 51284 members 
Mstep: Class 4 contains 39361 members 
Mstep: Class 5 contains 49232 members 
Mstep: Class 6 contains 23129 members 
Mstep: Class 7 contains 46806 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48315 members 
Mstep: Class 10 contains 42961 members 
Mstep: Class 11 contains 42089 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48436 members 
Mstep: Class 16 contains 51394 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26436 members 
Mstep: Class 20 contains 53617 members 
Mstep: Class 21 contains 10237 members 
Mstep: Class 22 contains 30185 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6120 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46242 members 
Mstep: Class 27 contains 43186 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144000.000000 Penalty: 93905.554688
Iteration 183Q: 29 clusters Score -1.37144e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 30739 members 
Mstep: Class 3 contains 51326 members 
Mstep: Class 4 contains 39438 members 
Mstep: Class 5 contains 49224 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 46833 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48305 members 
Mstep: Class 10 contains 42995 members 
Mstep: Class 11 contains 42094 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48464 members 
Mstep: Class 16 contains 51414 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26430 members 
Mstep: Class 20 contains 53582 members 
Mstep: Class 21 contains 10249 members 
Mstep: Class 22 contains 30177 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6141 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46231 members 
Mstep: Class 27 contains 43291 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143728.000000 Penalty: 93905.554688
Iteration 184Q: 29 clusters Score -1.371437e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 30482 members 
Mstep: Class 3 contains 51360 members 
Mstep: Class 4 contains 39543 members 
Mstep: Class 5 contains 49236 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 46840 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48294 members 
Mstep: Class 10 contains 43012 members 
Mstep: Class 11 contains 42103 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48467 members 
Mstep: Class 16 contains 51457 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26422 members 
Mstep: Class 20 contains 53560 members 
Mstep: Class 21 contains 10261 members 
Mstep: Class 22 contains 30179 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46200 members 
Mstep: Class 27 contains 43383 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143920.000000 Penalty: 93905.554688
Iteration 185Q: 29 clusters Score -1.371439e+08 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 30199 members 
Mstep: Class 3 contains 51416 members 
Mstep: Class 4 contains 39600 members 
Mstep: Class 5 contains 49268 members 
Mstep: Class 6 contains 23117 members 
Mstep: Class 7 contains 46842 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48303 members 
Mstep: Class 10 contains 43072 members 
Mstep: Class 11 contains 42112 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48445 members 
Mstep: Class 16 contains 51508 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26419 members 
Mstep: Class 20 contains 53508 members 
Mstep: Class 21 contains 10276 members 
Mstep: Class 22 contains 30178 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46171 members 
Mstep: Class 27 contains 43471 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143888.000000 Penalty: 93905.554688
Iteration 186Q: 29 clusters Score -1.371439e+08 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 29940 members 
Mstep: Class 3 contains 51431 members 
Mstep: Class 4 contains 39675 members 
Mstep: Class 5 contains 49277 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 46830 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48305 members 
Mstep: Class 10 contains 43114 members 
Mstep: Class 11 contains 42129 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48441 members 
Mstep: Class 16 contains 51581 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26425 members 
Mstep: Class 20 contains 53484 members 
Mstep: Class 21 contains 10292 members 
Mstep: Class 22 contains 30182 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6185 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46126 members 
Mstep: Class 27 contains 43546 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143744.000000 Penalty: 93905.554688
Iteration 187Q: 29 clusters Score -1.371437e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 29685 members 
Mstep: Class 3 contains 51449 members 
Mstep: Class 4 contains 39762 members 
Mstep: Class 5 contains 49304 members 
Mstep: Class 6 contains 23105 members 
Mstep: Class 7 contains 46831 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 42138 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48439 members 
Mstep: Class 16 contains 51633 members 
Mstep: Class 17 contains 3052 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26440 members 
Mstep: Class 20 contains 53442 members 
Mstep: Class 21 contains 10300 members 
Mstep: Class 22 contains 30189 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6205 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46098 members 
Mstep: Class 27 contains 43615 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143856.000000 Penalty: 93905.554688
Iteration 188Q: 29 clusters Score -1.371439e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 29407 members 
Mstep: Class 3 contains 51469 members 
Mstep: Class 4 contains 39851 members 
Mstep: Class 5 contains 49366 members 
Mstep: Class 6 contains 23100 members 
Mstep: Class 7 contains 46827 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48274 members 
Mstep: Class 10 contains 43134 members 
Mstep: Class 11 contains 42144 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48432 members 
Mstep: Class 16 contains 51684 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26445 members 
Mstep: Class 20 contains 53396 members 
Mstep: Class 21 contains 10321 members 
Mstep: Class 22 contains 30191 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46081 members 
Mstep: Class 27 contains 43700 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143696.000000 Penalty: 93905.554688
Iteration 189Q: 29 clusters Score -1.371437e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 29141 members 
Mstep: Class 3 contains 51475 members 
Mstep: Class 4 contains 39943 members 
Mstep: Class 5 contains 49393 members 
Mstep: Class 6 contains 23100 members 
Mstep: Class 7 contains 46802 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48273 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 42154 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48406 members 
Mstep: Class 16 contains 51706 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26453 members 
Mstep: Class 20 contains 53384 members 
Mstep: Class 21 contains 10336 members 
Mstep: Class 22 contains 30196 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 6233 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46081 members 
Mstep: Class 27 contains 43810 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143744.000000 Penalty: 93905.554688
Iteration 190Q: 29 clusters Score -1.371437e+08 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 51488 members 
Mstep: Class 4 contains 40030 members 
Mstep: Class 5 contains 49436 members 
Mstep: Class 6 contains 23105 members 
Mstep: Class 7 contains 46780 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48273 members 
Mstep: Class 10 contains 43133 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48410 members 
Mstep: Class 16 contains 51719 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26467 members 
Mstep: Class 20 contains 53336 members 
Mstep: Class 21 contains 10351 members 
Mstep: Class 22 contains 30201 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 6243 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46069 members 
Mstep: Class 27 contains 43915 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143968.000000 Penalty: 93905.554688
Iteration 191Q: 29 clusters Score -1.37144e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 28639 members 
Mstep: Class 3 contains 51494 members 
Mstep: Class 4 contains 40114 members 
Mstep: Class 5 contains 49451 members 
Mstep: Class 6 contains 23104 members 
Mstep: Class 7 contains 46781 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48281 members 
Mstep: Class 10 contains 43131 members 
Mstep: Class 11 contains 42122 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48433 members 
Mstep: Class 16 contains 51701 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26479 members 
Mstep: Class 20 contains 53352 members 
Mstep: Class 21 contains 10366 members 
Mstep: Class 22 contains 30207 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46022 members 
Mstep: Class 27 contains 44046 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143792.000000 Penalty: 93905.554688
Iteration 192Q: 29 clusters Score -1.371438e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 28371 members 
Mstep: Class 3 contains 51466 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 49461 members 
Mstep: Class 6 contains 23116 members 
Mstep: Class 7 contains 46806 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48279 members 
Mstep: Class 10 contains 43129 members 
Mstep: Class 11 contains 42120 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48473 members 
Mstep: Class 16 contains 51717 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 53359 members 
Mstep: Class 21 contains 10391 members 
Mstep: Class 22 contains 30202 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45974 members 
Mstep: Class 27 contains 44166 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143696.000000 Penalty: 93905.554688
Iteration 193Q: 29 clusters Score -1.371437e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 28129 members 
Mstep: Class 3 contains 51464 members 
Mstep: Class 4 contains 40275 members 
Mstep: Class 5 contains 49406 members 
Mstep: Class 6 contains 23121 members 
Mstep: Class 7 contains 46808 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48278 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 42137 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48493 members 
Mstep: Class 16 contains 51758 members 
Mstep: Class 17 contains 3045 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26512 members 
Mstep: Class 20 contains 53382 members 
Mstep: Class 21 contains 10420 members 
Mstep: Class 22 contains 30197 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 6276 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45918 members 
Mstep: Class 27 contains 44290 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143904.000000 Penalty: 93905.554688
Iteration 194Q: 29 clusters Score -1.371439e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 27939 members 
Mstep: Class 3 contains 51436 members 
Mstep: Class 4 contains 40357 members 
Mstep: Class 5 contains 49360 members 
Mstep: Class 6 contains 23125 members 
Mstep: Class 7 contains 46814 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48270 members 
Mstep: Class 10 contains 43122 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48539 members 
Mstep: Class 16 contains 51766 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 53366 members 
Mstep: Class 21 contains 10444 members 
Mstep: Class 22 contains 30198 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 6284 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45865 members 
Mstep: Class 27 contains 44441 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144160.000000 Penalty: 93905.554688
Iteration 195Q: 29 clusters Score -1.371442e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 27742 members 
Mstep: Class 3 contains 51440 members 
Mstep: Class 4 contains 40409 members 
Mstep: Class 5 contains 49339 members 
Mstep: Class 6 contains 23132 members 
Mstep: Class 7 contains 46823 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48270 members 
Mstep: Class 10 contains 43079 members 
Mstep: Class 11 contains 42181 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48595 members 
Mstep: Class 16 contains 51768 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26527 members 
Mstep: Class 20 contains 53342 members 
Mstep: Class 21 contains 10459 members 
Mstep: Class 22 contains 30206 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 6294 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45815 members 
Mstep: Class 27 contains 44582 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144080.000000 Penalty: 93905.554688
Iteration 196Q: 29 clusters Score -1.371441e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 27565 members 
Mstep: Class 3 contains 51412 members 
Mstep: Class 4 contains 40473 members 
Mstep: Class 5 contains 49305 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 46818 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48263 members 
Mstep: Class 10 contains 43056 members 
Mstep: Class 11 contains 42192 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48656 members 
Mstep: Class 16 contains 51764 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 53326 members 
Mstep: Class 21 contains 10473 members 
Mstep: Class 22 contains 30217 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 6295 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45745 members 
Mstep: Class 27 contains 44735 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144480.000000 Penalty: 93905.554688
Iteration 197Q: 29 clusters Score -1.371445e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 27355 members 
Mstep: Class 3 contains 51395 members 
Mstep: Class 4 contains 40547 members 
Mstep: Class 5 contains 49276 members 
Mstep: Class 6 contains 23135 members 
Mstep: Class 7 contains 46802 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48276 members 
Mstep: Class 10 contains 43049 members 
Mstep: Class 11 contains 42197 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 51773 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26537 members 
Mstep: Class 20 contains 53342 members 
Mstep: Class 21 contains 10491 members 
Mstep: Class 22 contains 30233 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6293 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45698 members 
Mstep: Class 27 contains 44858 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144496.000000 Penalty: 93905.554688
Iteration 198Q: 29 clusters Score -1.371445e+08 nChanged 1529
Entering ConstructFrom: 
Score: -137144496.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (46606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Entering Unmasked Estep 
Score: -8752746.000000 Penalty: 2665.872314
	Iteration 0F: 2 clusters Score -8752746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8722356.000000 Penalty: 5331.744629
	Iteration 0F: 3 clusters Score -8722356 nChanged 21512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -8734211.000000 Penalty: 5331.744629
	Iteration 1F: 3 clusters Score -8734211 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -8734835.000000 Penalty: 5331.744629
	Iteration 2Q: 3 clusters Score -8734835 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -8735604.000000 Penalty: 5331.744629
	Iteration 3Q: 3 clusters Score -8735604 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -8736675.000000 Penalty: 5331.744629
	Iteration 4Q: 3 clusters Score -8736675 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8738316.000000 Penalty: 5331.744629
	Iteration 5F: 3 clusters Score -8738316 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8740725.000000 Penalty: 5331.744629
	Iteration 6F: 3 clusters Score -8740725 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38812 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8743865.000000 Penalty: 5331.744629
	Iteration 7F: 3 clusters Score -8743865 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -8746863.000000 Penalty: 5331.744629
	Iteration 8F: 3 clusters Score -8746863 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8748985.000000 Penalty: 5331.744629
	Iteration 9Q: 3 clusters Score -8748985 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8749865.000000 Penalty: 5331.744629
	Iteration 10Q: 3 clusters Score -8749865 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8750214.000000 Penalty: 5331.744629
	Iteration 11Q: 3 clusters Score -8750214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8750348.000000 Penalty: 5331.744629
	Iteration 12Q: 3 clusters Score -8750348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8750399.000000 Penalty: 5331.744629
	Iteration 13Q: 3 clusters Score -8750399 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8750425.000000 Penalty: 5331.744629
	Iteration 14Q: 3 clusters Score -8750425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8750434.000000 Penalty: 5331.744629
	Iteration 15Q: 3 clusters Score -8750434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8750451.000000 Penalty: 5331.744629
	Iteration 16Q: 3 clusters Score -8750451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8750467.000000 Penalty: 5331.744629
	Iteration 17Q: 3 clusters Score -8750467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8750473.000000 Penalty: 5331.744629
	Iteration 18Q: 3 clusters Score -8750473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8750482.000000 Penalty: 5331.744629
	Iteration 19Q: 3 clusters Score -8750482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8750493.000000 Penalty: 5331.744629
	Iteration 20F: 3 clusters Score -8750493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8750504.000000 Penalty: 5331.744629
	Iteration 21Q: 3 clusters Score -8750504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8750502.000000 Penalty: 5331.744629
	Iteration 22Q: 3 clusters Score -8750502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8750504.000000 Penalty: 5331.744629
	Iteration 23Q: 3 clusters Score -8750504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8750505.000000 Penalty: 5331.744629
	Iteration 24Q: 3 clusters Score -8750505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8750511.000000 Penalty: 5331.744629
	Iteration 25Q: 3 clusters Score -8750511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8750511.000000 Penalty: 5331.744629
	Iteration 26Q: 3 clusters Score -8750511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8750513.000000 Penalty: 5331.744629
	Iteration 27Q: 3 clusters Score -8750513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8750513.000000 Penalty: 5331.744629
	Iteration 28F: 3 clusters Score -8750513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Entering Unmasked Estep 
Score: -5058436.500000 Penalty: 2531.919678
	Iteration 0F: 2 clusters Score -5058436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5039705.000000 Penalty: 5063.839355
	Iteration 0F: 3 clusters Score -5039705 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5046055.000000 Penalty: 5063.839355
	Iteration 1F: 3 clusters Score -5046055 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5046438.000000 Penalty: 5063.839355
	Iteration 2Q: 3 clusters Score -5046438 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5046761.000000 Penalty: 5063.839355
	Iteration 3Q: 3 clusters Score -5046761 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -5047079.500000 Penalty: 5063.839355
	Iteration 4Q: 3 clusters Score -5047080 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5047371.500000 Penalty: 5063.839355
	Iteration 5Q: 3 clusters Score -5047372 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5047687.000000 Penalty: 5063.839355
	Iteration 6Q: 3 clusters Score -5047687 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5048050.500000 Penalty: 5063.839355
	Iteration 7Q: 3 clusters Score -5048050 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -5048426.000000 Penalty: 5063.839355
	Iteration 8Q: 3 clusters Score -5048426 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -5048878.000000 Penalty: 5063.839355
	Iteration 9Q: 3 clusters Score -5048878 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -5049400.000000 Penalty: 5063.839355
	Iteration 10Q: 3 clusters Score -5049400 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -5050151.500000 Penalty: 5063.839355
	Iteration 11Q: 3 clusters Score -5050152 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5051061.000000 Penalty: 5063.839355
	Iteration 12F: 3 clusters Score -5051061 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -5051986.000000 Penalty: 5063.839355
	Iteration 13F: 3 clusters Score -5051986 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5052698.000000 Penalty: 5063.839355
	Iteration 14Q: 3 clusters Score -5052698 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -5053155.500000 Penalty: 5063.839355
	Iteration 15Q: 3 clusters Score -5053156 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -5053479.500000 Penalty: 5063.839355
	Iteration 16Q: 3 clusters Score -5053480 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -5053753.000000 Penalty: 5063.839355
	Iteration 17Q: 3 clusters Score -5053753 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -5053991.500000 Penalty: 5063.839355
	Iteration 18Q: 3 clusters Score -5053992 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5054175.500000 Penalty: 5063.839355
	Iteration 19Q: 3 clusters Score -5054176 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -5054344.000000 Penalty: 5063.839355
	Iteration 20F: 3 clusters Score -5054344 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -5054477.500000 Penalty: 5063.839355
	Iteration 21Q: 3 clusters Score -5054478 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5054614.500000 Penalty: 5063.839355
	Iteration 22Q: 3 clusters Score -5054614 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -5054769.500000 Penalty: 5063.839355
	Iteration 23Q: 3 clusters Score -5054770 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -5054926.000000 Penalty: 5063.839355
	Iteration 24Q: 3 clusters Score -5054926 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -5055104.500000 Penalty: 5063.839355
	Iteration 25Q: 3 clusters Score -5055104 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5055244.500000 Penalty: 5063.839355
	Iteration 26Q: 3 clusters Score -5055244 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5055395.000000 Penalty: 5063.839355
	Iteration 27Q: 3 clusters Score -5055395 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -5055537.000000 Penalty: 5063.839355
	Iteration 28Q: 3 clusters Score -5055537 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -5055675.000000 Penalty: 5063.839355
	Iteration 29Q: 3 clusters Score -5055675 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -5055771.500000 Penalty: 5063.839355
	Iteration 30Q: 3 clusters Score -5055772 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -5055874.500000 Penalty: 5063.839355
	Iteration 31Q: 3 clusters Score -5055874 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -5055963.500000 Penalty: 5063.839355
	Iteration 32Q: 3 clusters Score -5055964 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5056017.000000 Penalty: 5063.839355
	Iteration 33Q: 3 clusters Score -5056017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -5056074.500000 Penalty: 5063.839355
	Iteration 34Q: 3 clusters Score -5056074 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -5056117.500000 Penalty: 5063.839355
	Iteration 35Q: 3 clusters Score -5056118 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5056173.500000 Penalty: 5063.839355
	Iteration 36Q: 3 clusters Score -5056174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5056216.500000 Penalty: 5063.839355
	Iteration 37Q: 3 clusters Score -5056216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -5056248.500000 Penalty: 5063.839355
	Iteration 38Q: 3 clusters Score -5056248 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5056288.500000 Penalty: 5063.839355
	Iteration 39Q: 3 clusters Score -5056288 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5056326.000000 Penalty: 5063.839355
	Iteration 40F: 3 clusters Score -5056326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5056363.000000 Penalty: 5063.839355
	Iteration 41Q: 3 clusters Score -5056363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5056396.500000 Penalty: 5063.839355
	Iteration 42Q: 3 clusters Score -5056396 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5056417.500000 Penalty: 5063.839355
	Iteration 43Q: 3 clusters Score -5056418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5056443.000000 Penalty: 5063.839355
	Iteration 44Q: 3 clusters Score -5056443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5056461.500000 Penalty: 5063.839355
	Iteration 45Q: 3 clusters Score -5056462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5056479.500000 Penalty: 5063.839355
	Iteration 46Q: 3 clusters Score -5056480 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5056497.500000 Penalty: 5063.839355
	Iteration 47Q: 3 clusters Score -5056498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5056526.500000 Penalty: 5063.839355
	Iteration 48Q: 3 clusters Score -5056526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5056537.500000 Penalty: 5063.839355
	Iteration 49Q: 3 clusters Score -5056538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5056550.500000 Penalty: 5063.839355
	Iteration 50Q: 3 clusters Score -5056550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5056555.000000 Penalty: 5063.839355
	Iteration 51Q: 3 clusters Score -5056555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -5056549.500000 Penalty: 5063.839355
	Iteration 52Q: 3 clusters Score -5056550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5056564.000000 Penalty: 5063.839355
	Iteration 53Q: 3 clusters Score -5056564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5056569.500000 Penalty: 5063.839355
	Iteration 54Q: 3 clusters Score -5056570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5056576.500000 Penalty: 5063.839355
	Iteration 55Q: 3 clusters Score -5056576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5056570.500000 Penalty: 5063.839355
	Iteration 56Q: 3 clusters Score -5056570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5056571.500000 Penalty: 5063.839355
	Iteration 57Q: 3 clusters Score -5056572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5056582.500000 Penalty: 5063.839355
	Iteration 58Q: 3 clusters Score -5056582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5056593.000000 Penalty: 5063.839355
	Iteration 59Q: 3 clusters Score -5056593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -5056594.500000 Penalty: 5063.839355
	Iteration 60F: 3 clusters Score -5056594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5056604.500000 Penalty: 5063.839355
	Iteration 61Q: 3 clusters Score -5056604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5056613.500000 Penalty: 5063.839355
	Iteration 62Q: 3 clusters Score -5056614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5056613.000000 Penalty: 5063.839355
	Iteration 63Q: 3 clusters Score -5056613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5056607.500000 Penalty: 5063.839355
	Iteration 64Q: 3 clusters Score -5056608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5056616.000000 Penalty: 5063.839355
	Iteration 65Q: 3 clusters Score -5056616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5056615.500000 Penalty: 5063.839355
	Iteration 66Q: 3 clusters Score -5056616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5056617.000000 Penalty: 5063.839355
	Iteration 67Q: 3 clusters Score -5056617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5056625.000000 Penalty: 5063.839355
	Iteration 68Q: 3 clusters Score -5056625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5056624.000000 Penalty: 5063.839355
	Iteration 69Q: 3 clusters Score -5056624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5056626.000000 Penalty: 5063.839355
	Iteration 70Q: 3 clusters Score -5056626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5056625.000000 Penalty: 5063.839355
	Iteration 71Q: 3 clusters Score -5056625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5056625.000000 Penalty: 5063.839355
	Iteration 72Q: 3 clusters Score -5056625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5056630.500000 Penalty: 5063.839355
	Iteration 73Q: 3 clusters Score -5056630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5056639.500000 Penalty: 5063.839355
	Iteration 74Q: 3 clusters Score -5056640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -5056648.500000 Penalty: 5063.839355
	Iteration 75Q: 3 clusters Score -5056648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5056649.000000 Penalty: 5063.839355
	Iteration 76Q: 3 clusters Score -5056649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5056646.500000 Penalty: 5063.839355
	Iteration 77Q: 3 clusters Score -5056646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5056650.500000 Penalty: 5063.839355
	Iteration 78Q: 3 clusters Score -5056650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5056648.500000 Penalty: 5063.839355
	Iteration 79Q: 3 clusters Score -5056648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5056649.500000 Penalty: 5063.839355
	Iteration 80F: 3 clusters Score -5056650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5056644.000000 Penalty: 5063.839355
	Iteration 81Q: 3 clusters Score -5056644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5056655.500000 Penalty: 5063.839355
	Iteration 82Q: 3 clusters Score -5056656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5056658.500000 Penalty: 5063.839355
	Iteration 83Q: 3 clusters Score -5056658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5056660.500000 Penalty: 5063.839355
	Iteration 84Q: 3 clusters Score -5056660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5056657.500000 Penalty: 5063.839355
	Iteration 85Q: 3 clusters Score -5056658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5056660.000000 Penalty: 5063.839355
	Iteration 86Q: 3 clusters Score -5056660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5056663.000000 Penalty: 5063.839355
	Iteration 87Q: 3 clusters Score -5056663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5056664.500000 Penalty: 5063.839355
	Iteration 88Q: 3 clusters Score -5056664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5056667.500000 Penalty: 5063.839355
	Iteration 89Q: 3 clusters Score -5056668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5056666.000000 Penalty: 5063.839355
	Iteration 90Q: 3 clusters Score -5056666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5056667.000000 Penalty: 5063.839355
	Iteration 91Q: 3 clusters Score -5056667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5056667.000000 Penalty: 5063.839355
	Iteration 92F: 3 clusters Score -5056667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Entering Unmasked Estep 
Score: -9692962.000000 Penalty: 2689.994385
	Iteration 0F: 2 clusters Score -9692962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -9662281.000000 Penalty: 5379.988770
	Iteration 0F: 3 clusters Score -9662281 nChanged 23671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -9675466.000000 Penalty: 5379.988770
	Iteration 1F: 3 clusters Score -9675466 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -9676021.000000 Penalty: 5379.988770
	Iteration 2Q: 3 clusters Score -9676021 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -9676569.000000 Penalty: 5379.988770
	Iteration 3Q: 3 clusters Score -9676569 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -9677069.000000 Penalty: 5379.988770
	Iteration 4Q: 3 clusters Score -9677069 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -9677682.000000 Penalty: 5379.988770
	Iteration 5Q: 3 clusters Score -9677682 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -9678291.000000 Penalty: 5379.988770
	Iteration 6Q: 3 clusters Score -9678291 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -9678989.000000 Penalty: 5379.988770
	Iteration 7Q: 3 clusters Score -9678989 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -9679819.000000 Penalty: 5379.988770
	Iteration 8Q: 3 clusters Score -9679819 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -9680769.000000 Penalty: 5379.988770
	Iteration 9Q: 3 clusters Score -9680769 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -9681938.000000 Penalty: 5379.988770
	Iteration 10Q: 3 clusters Score -9681938 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -9683492.000000 Penalty: 5379.988770
	Iteration 11F: 3 clusters Score -9683492 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -9685297.000000 Penalty: 5379.988770
	Iteration 12F: 3 clusters Score -9685297 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -9687195.000000 Penalty: 5379.988770
	Iteration 13F: 3 clusters Score -9687195 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -9688857.000000 Penalty: 5379.988770
	Iteration 14F: 3 clusters Score -9688857 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -9689620.000000 Penalty: 5379.988770
	Iteration 15Q: 3 clusters Score -9689620 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -9690304.000000 Penalty: 5379.988770
	Iteration 16Q: 3 clusters Score -9690304 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -9690636.000000 Penalty: 5379.988770
	Iteration 17Q: 3 clusters Score -9690636 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9690650.000000 Penalty: 5379.988770
	Iteration 18Q: 3 clusters Score -9690650 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -9690723.000000 Penalty: 5379.988770
	Iteration 19Q: 3 clusters Score -9690723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -9690727.000000 Penalty: 5379.988770
	Iteration 20F: 3 clusters Score -9690727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9690729.000000 Penalty: 5379.988770
	Iteration 21Q: 3 clusters Score -9690729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51019 members 
Entering Unmasked Estep 
Score: -9690755.000000 Penalty: 5379.988770
	Iteration 22Q: 3 clusters Score -9690755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -9690767.000000 Penalty: 5379.988770
	Iteration 23Q: 3 clusters Score -9690767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -9690760.000000 Penalty: 5379.988770
	Iteration 24Q: 3 clusters Score -9690760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -9690767.000000 Penalty: 5379.988770
	Iteration 25Q: 3 clusters Score -9690767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -9690771.000000 Penalty: 5379.988770
	Iteration 26Q: 3 clusters Score -9690771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -9690776.000000 Penalty: 5379.988770
	Iteration 27Q: 3 clusters Score -9690776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -9690778.000000 Penalty: 5379.988770
	Iteration 28Q: 3 clusters Score -9690778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 51087 members 
Entering Unmasked Estep 
Score: -9690783.000000 Penalty: 5379.988770
	Iteration 29Q: 3 clusters Score -9690783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -9690783.000000 Penalty: 5379.988770
	Iteration 30Q: 3 clusters Score -9690783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -9690792.000000 Penalty: 5379.988770
	Iteration 31Q: 3 clusters Score -9690792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9690784.000000 Penalty: 5379.988770
	Iteration 32Q: 3 clusters Score -9690784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51098 members 
Entering Unmasked Estep 
Score: -9690783.000000 Penalty: 5379.988770
	Iteration 33Q: 3 clusters Score -9690783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -9690781.000000 Penalty: 5379.988770
	Iteration 34Q: 3 clusters Score -9690781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -9690772.000000 Penalty: 5379.988770
	Iteration 35Q: 3 clusters Score -9690772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -9690772.000000 Penalty: 5379.988770
	Iteration 36F: 3 clusters Score -9690772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Entering Unmasked Estep 
Score: -7592408.500000 Penalty: 2631.865234
	Iteration 0F: 2 clusters Score -7592408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -7564935.000000 Penalty: 5263.730469
	Iteration 0F: 3 clusters Score -7564935 nChanged 18703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7575302.000000 Penalty: 5263.730469
	Iteration 1F: 3 clusters Score -7575302 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -7575793.500000 Penalty: 5263.730469
	Iteration 2Q: 3 clusters Score -7575794 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -7576317.000000 Penalty: 5263.730469
	Iteration 3Q: 3 clusters Score -7576317 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -7576863.500000 Penalty: 5263.730469
	Iteration 4Q: 3 clusters Score -7576864 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -7577580.500000 Penalty: 5263.730469
	Iteration 5Q: 3 clusters Score -7577580 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7578427.500000 Penalty: 5263.730469
	Iteration 6Q: 3 clusters Score -7578428 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7579289.500000 Penalty: 5263.730469
	Iteration 7Q: 3 clusters Score -7579290 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7580294.500000 Penalty: 5263.730469
	Iteration 8Q: 3 clusters Score -7580294 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7581519.000000 Penalty: 5263.730469
	Iteration 9F: 3 clusters Score -7581519 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -7583198.000000 Penalty: 5263.730469
	Iteration 10F: 3 clusters Score -7583198 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -7584940.000000 Penalty: 5263.730469
	Iteration 11F: 3 clusters Score -7584940 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -7586344.000000 Penalty: 5263.730469
	Iteration 12F: 3 clusters Score -7586344 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -7587127.000000 Penalty: 5263.730469
	Iteration 13Q: 3 clusters Score -7587127 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -7587454.500000 Penalty: 5263.730469
	Iteration 14Q: 3 clusters Score -7587454 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -7587700.500000 Penalty: 5263.730469
	Iteration 15Q: 3 clusters Score -7587700 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -7587892.500000 Penalty: 5263.730469
	Iteration 16Q: 3 clusters Score -7587892 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -7588083.000000 Penalty: 5263.730469
	Iteration 17Q: 3 clusters Score -7588083 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -7588275.500000 Penalty: 5263.730469
	Iteration 18Q: 3 clusters Score -7588276 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -7588499.000000 Penalty: 5263.730469
	Iteration 19Q: 3 clusters Score -7588499 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -7588642.000000 Penalty: 5263.730469
	Iteration 20F: 3 clusters Score -7588642 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -7588798.500000 Penalty: 5263.730469
	Iteration 21Q: 3 clusters Score -7588798 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -7588905.000000 Penalty: 5263.730469
	Iteration 22Q: 3 clusters Score -7588905 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -7588997.500000 Penalty: 5263.730469
	Iteration 23Q: 3 clusters Score -7588998 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -7589107.500000 Penalty: 5263.730469
	Iteration 24Q: 3 clusters Score -7589108 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -7589226.000000 Penalty: 5263.730469
	Iteration 25Q: 3 clusters Score -7589226 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -7589339.000000 Penalty: 5263.730469
	Iteration 26Q: 3 clusters Score -7589339 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -7589439.000000 Penalty: 5263.730469
	Iteration 27Q: 3 clusters Score -7589439 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -7589549.500000 Penalty: 5263.730469
	Iteration 28Q: 3 clusters Score -7589550 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -7589653.000000 Penalty: 5263.730469
	Iteration 29Q: 3 clusters Score -7589653 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -7589714.500000 Penalty: 5263.730469
	Iteration 30Q: 3 clusters Score -7589714 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -7589822.000000 Penalty: 5263.730469
	Iteration 31Q: 3 clusters Score -7589822 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -7589913.000000 Penalty: 5263.730469
	Iteration 32Q: 3 clusters Score -7589913 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -7589980.000000 Penalty: 5263.730469
	Iteration 33Q: 3 clusters Score -7589980 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -7590068.000000 Penalty: 5263.730469
	Iteration 34Q: 3 clusters Score -7590068 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -7590141.000000 Penalty: 5263.730469
	Iteration 35Q: 3 clusters Score -7590141 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -7590186.500000 Penalty: 5263.730469
	Iteration 36Q: 3 clusters Score -7590186 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -7590234.000000 Penalty: 5263.730469
	Iteration 37Q: 3 clusters Score -7590234 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -7590337.000000 Penalty: 5263.730469
	Iteration 38Q: 3 clusters Score -7590337 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -7590442.500000 Penalty: 5263.730469
	Iteration 39Q: 3 clusters Score -7590442 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -7590506.500000 Penalty: 5263.730469
	Iteration 40F: 3 clusters Score -7590506 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7590582.000000 Penalty: 5263.730469
	Iteration 41Q: 3 clusters Score -7590582 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -7590645.500000 Penalty: 5263.730469
	Iteration 42Q: 3 clusters Score -7590646 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7590700.000000 Penalty: 5263.730469
	Iteration 43Q: 3 clusters Score -7590700 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7590765.500000 Penalty: 5263.730469
	Iteration 44Q: 3 clusters Score -7590766 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7590801.500000 Penalty: 5263.730469
	Iteration 45Q: 3 clusters Score -7590802 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7590829.500000 Penalty: 5263.730469
	Iteration 46Q: 3 clusters Score -7590830 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -7590860.000000 Penalty: 5263.730469
	Iteration 47Q: 3 clusters Score -7590860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7590868.500000 Penalty: 5263.730469
	Iteration 48Q: 3 clusters Score -7590868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -7590884.000000 Penalty: 5263.730469
	Iteration 49Q: 3 clusters Score -7590884 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -7590910.000000 Penalty: 5263.730469
	Iteration 50Q: 3 clusters Score -7590910 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7590940.500000 Penalty: 5263.730469
	Iteration 51Q: 3 clusters Score -7590940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -7590945.500000 Penalty: 5263.730469
	Iteration 52Q: 3 clusters Score -7590946 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7590964.500000 Penalty: 5263.730469
	Iteration 53Q: 3 clusters Score -7590964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -7590978.500000 Penalty: 5263.730469
	Iteration 54Q: 3 clusters Score -7590978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7591001.500000 Penalty: 5263.730469
	Iteration 55Q: 3 clusters Score -7591002 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7591011.000000 Penalty: 5263.730469
	Iteration 56Q: 3 clusters Score -7591011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7591037.500000 Penalty: 5263.730469
	Iteration 57Q: 3 clusters Score -7591038 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7591036.500000 Penalty: 5263.730469
	Iteration 58Q: 3 clusters Score -7591036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7591048.000000 Penalty: 5263.730469
	Iteration 59Q: 3 clusters Score -7591048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7591044.000000 Penalty: 5263.730469
	Iteration 60F: 3 clusters Score -7591044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7591048.500000 Penalty: 5263.730469
	Iteration 61Q: 3 clusters Score -7591048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7591062.500000 Penalty: 5263.730469
	Iteration 62Q: 3 clusters Score -7591062 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7591067.000000 Penalty: 5263.730469
	Iteration 63Q: 3 clusters Score -7591067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7591072.500000 Penalty: 5263.730469
	Iteration 64Q: 3 clusters Score -7591072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7591062.000000 Penalty: 5263.730469
	Iteration 65Q: 3 clusters Score -7591062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7591073.500000 Penalty: 5263.730469
	Iteration 66Q: 3 clusters Score -7591074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7591074.500000 Penalty: 5263.730469
	Iteration 67Q: 3 clusters Score -7591074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7591088.000000 Penalty: 5263.730469
	Iteration 68Q: 3 clusters Score -7591088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7591093.000000 Penalty: 5263.730469
	Iteration 69Q: 3 clusters Score -7591093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7591099.000000 Penalty: 5263.730469
	Iteration 70Q: 3 clusters Score -7591099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7591091.500000 Penalty: 5263.730469
	Iteration 71Q: 3 clusters Score -7591092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7591086.000000 Penalty: 5263.730469
	Iteration 72Q: 3 clusters Score -7591086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7591078.000000 Penalty: 5263.730469
	Iteration 73Q: 3 clusters Score -7591078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7591074.000000 Penalty: 5263.730469
	Iteration 74Q: 3 clusters Score -7591074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7591072.500000 Penalty: 5263.730469
	Iteration 75Q: 3 clusters Score -7591072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7591072.500000 Penalty: 5263.730469
	Iteration 76Q: 3 clusters Score -7591072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -7591076.500000 Penalty: 5263.730469
	Iteration 77Q: 3 clusters Score -7591076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7591076.000000 Penalty: 5263.730469
	Iteration 78Q: 3 clusters Score -7591076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7591078.000000 Penalty: 5263.730469
	Iteration 79Q: 3 clusters Score -7591078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7591077.000000 Penalty: 5263.730469
	Iteration 80F: 3 clusters Score -7591077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7591077.500000 Penalty: 5263.730469
	Iteration 81Q: 3 clusters Score -7591078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7591077.500000 Penalty: 5263.730469
	Iteration 82F: 3 clusters Score -7591078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Entering Unmasked Estep 
Score: -9293397.000000 Penalty: 2679.581787
	Iteration 0F: 2 clusters Score -9293397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -9262678.000000 Penalty: 5359.163574
	Iteration 0F: 3 clusters Score -9262678 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -9275466.000000 Penalty: 5359.163574
	Iteration 1F: 3 clusters Score -9275466 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -9275933.000000 Penalty: 5359.163574
	Iteration 2Q: 3 clusters Score -9275933 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9276394.000000 Penalty: 5359.163574
	Iteration 3Q: 3 clusters Score -9276394 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -9276798.000000 Penalty: 5359.163574
	Iteration 4Q: 3 clusters Score -9276798 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -9277204.000000 Penalty: 5359.163574
	Iteration 5Q: 3 clusters Score -9277204 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -9277581.000000 Penalty: 5359.163574
	Iteration 6Q: 3 clusters Score -9277581 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -9278023.000000 Penalty: 5359.163574
	Iteration 7Q: 3 clusters Score -9278023 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -9278536.000000 Penalty: 5359.163574
	Iteration 8Q: 3 clusters Score -9278536 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -9279237.000000 Penalty: 5359.163574
	Iteration 9Q: 3 clusters Score -9279237 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -9280414.000000 Penalty: 5359.163574
	Iteration 10Q: 3 clusters Score -9280414 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -9282243.000000 Penalty: 5359.163574
	Iteration 11Q: 3 clusters Score -9282243 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -9284481.000000 Penalty: 5359.163574
	Iteration 12F: 3 clusters Score -9284481 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -9286136.000000 Penalty: 5359.163574
	Iteration 13F: 3 clusters Score -9286136 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -9287085.000000 Penalty: 5359.163574
	Iteration 14Q: 3 clusters Score -9287085 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -9287797.000000 Penalty: 5359.163574
	Iteration 15Q: 3 clusters Score -9287797 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -9288459.000000 Penalty: 5359.163574
	Iteration 16Q: 3 clusters Score -9288459 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -9288945.000000 Penalty: 5359.163574
	Iteration 17Q: 3 clusters Score -9288945 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -9289474.000000 Penalty: 5359.163574
	Iteration 18Q: 3 clusters Score -9289474 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -9289883.000000 Penalty: 5359.163574
	Iteration 19Q: 3 clusters Score -9289883 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -9290184.000000 Penalty: 5359.163574
	Iteration 20F: 3 clusters Score -9290184 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -9290380.000000 Penalty: 5359.163574
	Iteration 21Q: 3 clusters Score -9290380 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -9290484.000000 Penalty: 5359.163574
	Iteration 22Q: 3 clusters Score -9290484 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -9290595.000000 Penalty: 5359.163574
	Iteration 23Q: 3 clusters Score -9290595 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9290680.000000 Penalty: 5359.163574
	Iteration 24Q: 3 clusters Score -9290680 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -9290732.000000 Penalty: 5359.163574
	Iteration 25Q: 3 clusters Score -9290732 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -9290775.000000 Penalty: 5359.163574
	Iteration 26Q: 3 clusters Score -9290775 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -9290820.000000 Penalty: 5359.163574
	Iteration 27Q: 3 clusters Score -9290820 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -9290856.000000 Penalty: 5359.163574
	Iteration 28Q: 3 clusters Score -9290856 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -9290892.000000 Penalty: 5359.163574
	Iteration 29Q: 3 clusters Score -9290892 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -9290877.000000 Penalty: 5359.163574
	Iteration 30Q: 3 clusters Score -9290877 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -9290877.000000 Penalty: 5359.163574
	Iteration 31Q: 3 clusters Score -9290877 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -9290934.000000 Penalty: 5359.163574
	Iteration 32Q: 3 clusters Score -9290934 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -9290972.000000 Penalty: 5359.163574
	Iteration 33Q: 3 clusters Score -9290972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -9290981.000000 Penalty: 5359.163574
	Iteration 34Q: 3 clusters Score -9290981 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -9290982.000000 Penalty: 5359.163574
	Iteration 35Q: 3 clusters Score -9290982 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -9290953.000000 Penalty: 5359.163574
	Iteration 36Q: 3 clusters Score -9290953 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -9290980.000000 Penalty: 5359.163574
	Iteration 37Q: 3 clusters Score -9290980 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -9290991.000000 Penalty: 5359.163574
	Iteration 38Q: 3 clusters Score -9290991 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 27256 members 
Entering Unmasked Estep 
Score: -9291000.000000 Penalty: 5359.163574
	Iteration 39Q: 3 clusters Score -9291000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -9291042.000000 Penalty: 5359.163574
	Iteration 40F: 3 clusters Score -9291042 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -9291017.000000 Penalty: 5359.163574
	Iteration 41Q: 3 clusters Score -9291017 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -9291021.000000 Penalty: 5359.163574
	Iteration 42Q: 3 clusters Score -9291021 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -9291059.000000 Penalty: 5359.163574
	Iteration 43Q: 3 clusters Score -9291059 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -9291061.000000 Penalty: 5359.163574
	Iteration 44Q: 3 clusters Score -9291061 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -9291068.000000 Penalty: 5359.163574
	Iteration 45Q: 3 clusters Score -9291068 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -9291046.000000 Penalty: 5359.163574
	Iteration 46Q: 3 clusters Score -9291046 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -9291063.000000 Penalty: 5359.163574
	Iteration 47Q: 3 clusters Score -9291063 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -9291053.000000 Penalty: 5359.163574
	Iteration 48Q: 3 clusters Score -9291053 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -9291114.000000 Penalty: 5359.163574
	Iteration 49Q: 3 clusters Score -9291114 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -9291125.000000 Penalty: 5359.163574
	Iteration 50Q: 3 clusters Score -9291125 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -9291178.000000 Penalty: 5359.163574
	Iteration 51Q: 3 clusters Score -9291178 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -9291186.000000 Penalty: 5359.163574
	Iteration 52Q: 3 clusters Score -9291186 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -9291187.000000 Penalty: 5359.163574
	Iteration 53Q: 3 clusters Score -9291187 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -9291243.000000 Penalty: 5359.163574
	Iteration 54Q: 3 clusters Score -9291243 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -9291228.000000 Penalty: 5359.163574
	Iteration 55Q: 3 clusters Score -9291228 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -9291234.000000 Penalty: 5359.163574
	Iteration 56Q: 3 clusters Score -9291234 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -9291238.000000 Penalty: 5359.163574
	Iteration 57Q: 3 clusters Score -9291238 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -9291242.000000 Penalty: 5359.163574
	Iteration 58Q: 3 clusters Score -9291242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -9291252.000000 Penalty: 5359.163574
	Iteration 59Q: 3 clusters Score -9291252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -9291263.000000 Penalty: 5359.163574
	Iteration 60F: 3 clusters Score -9291263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -9291300.000000 Penalty: 5359.163574
	Iteration 61Q: 3 clusters Score -9291300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -9291300.000000 Penalty: 5359.163574
	Iteration 62Q: 3 clusters Score -9291300 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -9291311.000000 Penalty: 5359.163574
	Iteration 63Q: 3 clusters Score -9291311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -9291328.000000 Penalty: 5359.163574
	Iteration 64Q: 3 clusters Score -9291328 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -9291306.000000 Penalty: 5359.163574
	Iteration 65Q: 3 clusters Score -9291306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9291313.000000 Penalty: 5359.163574
	Iteration 66Q: 3 clusters Score -9291313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -9291311.000000 Penalty: 5359.163574
	Iteration 67Q: 3 clusters Score -9291311 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -9291340.000000 Penalty: 5359.163574
	Iteration 68Q: 3 clusters Score -9291340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9291346.000000 Penalty: 5359.163574
	Iteration 69Q: 3 clusters Score -9291346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -9291357.000000 Penalty: 5359.163574
	Iteration 70Q: 3 clusters Score -9291357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -9291352.000000 Penalty: 5359.163574
	Iteration 71Q: 3 clusters Score -9291352 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -9291349.000000 Penalty: 5359.163574
	Iteration 72Q: 3 clusters Score -9291349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -9291350.000000 Penalty: 5359.163574
	Iteration 73Q: 3 clusters Score -9291350 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 32656 members 
Entering Unmasked Estep 
Score: -9291348.000000 Penalty: 5359.163574
	Iteration 74Q: 3 clusters Score -9291348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -9291352.000000 Penalty: 5359.163574
	Iteration 75Q: 3 clusters Score -9291352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -9291367.000000 Penalty: 5359.163574
	Iteration 76Q: 3 clusters Score -9291367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -9291371.000000 Penalty: 5359.163574
	Iteration 77Q: 3 clusters Score -9291371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -9291377.000000 Penalty: 5359.163574
	Iteration 78Q: 3 clusters Score -9291377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -9291371.000000 Penalty: 5359.163574
	Iteration 79Q: 3 clusters Score -9291371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -9291364.000000 Penalty: 5359.163574
	Iteration 80F: 3 clusters Score -9291364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -9291348.000000 Penalty: 5359.163574
	Iteration 81Q: 3 clusters Score -9291348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 32854 members 
Entering Unmasked Estep 
Score: -9291362.000000 Penalty: 5359.163574
	Iteration 82Q: 3 clusters Score -9291362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -9291362.000000 Penalty: 5359.163574
	Iteration 83Q: 3 clusters Score -9291362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -9291360.000000 Penalty: 5359.163574
	Iteration 84Q: 3 clusters Score -9291360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -9291362.000000 Penalty: 5359.163574
	Iteration 85Q: 3 clusters Score -9291362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -9291362.000000 Penalty: 5359.163574
	Iteration 86Q: 3 clusters Score -9291362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -9291363.000000 Penalty: 5359.163574
	Iteration 87Q: 3 clusters Score -9291363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -9291354.000000 Penalty: 5359.163574
	Iteration 88Q: 3 clusters Score -9291354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -9291355.000000 Penalty: 5359.163574
	Iteration 89Q: 3 clusters Score -9291355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9291350.000000 Penalty: 5359.163574
	Iteration 90Q: 3 clusters Score -9291350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -9291351.000000 Penalty: 5359.163574
	Iteration 91Q: 3 clusters Score -9291351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -9291353.000000 Penalty: 5359.163574
	Iteration 92Q: 3 clusters Score -9291353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -9291352.000000 Penalty: 5359.163574
	Iteration 93Q: 3 clusters Score -9291352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9291355.000000 Penalty: 5359.163574
	Iteration 94Q: 3 clusters Score -9291355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -9291360.000000 Penalty: 5359.163574
	Iteration 95Q: 3 clusters Score -9291360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -9291362.000000 Penalty: 5359.163574
	Iteration 96Q: 3 clusters Score -9291362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -9291353.000000 Penalty: 5359.163574
	Iteration 97Q: 3 clusters Score -9291353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -9291350.000000 Penalty: 5359.163574
	Iteration 98Q: 3 clusters Score -9291350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -9291355.000000 Penalty: 5359.163574
	Iteration 99Q: 3 clusters Score -9291355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -9291356.000000 Penalty: 5359.163574
	Iteration 100F: 3 clusters Score -9291356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -9291352.000000 Penalty: 5359.163574
	Iteration 101Q: 3 clusters Score -9291352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9291364.000000 Penalty: 5359.163574
	Iteration 102Q: 3 clusters Score -9291364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -9291366.000000 Penalty: 5359.163574
	Iteration 103Q: 3 clusters Score -9291366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -9291368.000000 Penalty: 5359.163574
	Iteration 104Q: 3 clusters Score -9291368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -9291373.000000 Penalty: 5359.163574
	Iteration 105Q: 3 clusters Score -9291373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -9291368.000000 Penalty: 5359.163574
	Iteration 106Q: 3 clusters Score -9291368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -9291366.000000 Penalty: 5359.163574
	Iteration 107Q: 3 clusters Score -9291366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -9291364.000000 Penalty: 5359.163574
	Iteration 108Q: 3 clusters Score -9291364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -9291363.000000 Penalty: 5359.163574
	Iteration 109Q: 3 clusters Score -9291363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -9291360.000000 Penalty: 5359.163574
	Iteration 110Q: 3 clusters Score -9291360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -9291358.000000 Penalty: 5359.163574
	Iteration 111Q: 3 clusters Score -9291358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -9291358.000000 Penalty: 5359.163574
	Iteration 112F: 3 clusters Score -9291358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Entering Unmasked Estep 
Score: -4324223.500000 Penalty: 2492.263184
	Iteration 0F: 2 clusters Score -4324224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -4308092.000000 Penalty: 4984.526367
	Iteration 0F: 3 clusters Score -4308092 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -4313673.500000 Penalty: 4984.526367
	Iteration 1F: 3 clusters Score -4313674 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -4314089.000000 Penalty: 4984.526367
	Iteration 2F: 3 clusters Score -4314089 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -4314540.000000 Penalty: 4984.526367
	Iteration 3Q: 3 clusters Score -4314540 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4315015.000000 Penalty: 4984.526367
	Iteration 4Q: 3 clusters Score -4315015 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4315605.500000 Penalty: 4984.526367
	Iteration 5Q: 3 clusters Score -4315606 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -4316382.000000 Penalty: 4984.526367
	Iteration 6F: 3 clusters Score -4316382 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4317422.500000 Penalty: 4984.526367
	Iteration 7F: 3 clusters Score -4317422 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4318687.000000 Penalty: 4984.526367
	Iteration 8F: 3 clusters Score -4318687 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -4319913.000000 Penalty: 4984.526367
	Iteration 9F: 3 clusters Score -4319913 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4320882.000000 Penalty: 4984.526367
	Iteration 10Q: 3 clusters Score -4320882 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4321460.000000 Penalty: 4984.526367
	Iteration 11Q: 3 clusters Score -4321460 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4321742.500000 Penalty: 4984.526367
	Iteration 12Q: 3 clusters Score -4321742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4321858.000000 Penalty: 4984.526367
	Iteration 13Q: 3 clusters Score -4321858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4321924.000000 Penalty: 4984.526367
	Iteration 14Q: 3 clusters Score -4321924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4321974.500000 Penalty: 4984.526367
	Iteration 15Q: 3 clusters Score -4321974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4322001.000000 Penalty: 4984.526367
	Iteration 16Q: 3 clusters Score -4322001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4322015.000000 Penalty: 4984.526367
	Iteration 17Q: 3 clusters Score -4322015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4322018.000000 Penalty: 4984.526367
	Iteration 18Q: 3 clusters Score -4322018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4322021.500000 Penalty: 4984.526367
	Iteration 19Q: 3 clusters Score -4322022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4322021.500000 Penalty: 4984.526367
	Iteration 20F: 3 clusters Score -4322022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -8658766.000000 Penalty: 2666.828369
	Iteration 0F: 2 clusters Score -8658766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8627935.000000 Penalty: 5333.656738
	Iteration 0F: 3 clusters Score -8627935 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8639739.000000 Penalty: 5333.656738
	Iteration 1F: 3 clusters Score -8639739 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8640138.000000 Penalty: 5333.656738
	Iteration 2Q: 3 clusters Score -8640138 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8640504.000000 Penalty: 5333.656738
	Iteration 3Q: 3 clusters Score -8640504 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8640828.000000 Penalty: 5333.656738
	Iteration 4Q: 3 clusters Score -8640828 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8641171.000000 Penalty: 5333.656738
	Iteration 5Q: 3 clusters Score -8641171 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -8641592.000000 Penalty: 5333.656738
	Iteration 6Q: 3 clusters Score -8641592 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -8642114.000000 Penalty: 5333.656738
	Iteration 7Q: 3 clusters Score -8642114 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -8642903.000000 Penalty: 5333.656738
	Iteration 8Q: 3 clusters Score -8642903 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8644153.000000 Penalty: 5333.656738
	Iteration 9Q: 3 clusters Score -8644153 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -8645877.000000 Penalty: 5333.656738
	Iteration 10Q: 3 clusters Score -8645877 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -8647965.000000 Penalty: 5333.656738
	Iteration 11F: 3 clusters Score -8647965 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -8649735.000000 Penalty: 5333.656738
	Iteration 12F: 3 clusters Score -8649735 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -8650824.000000 Penalty: 5333.656738
	Iteration 13Q: 3 clusters Score -8650824 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -8651421.000000 Penalty: 5333.656738
	Iteration 14Q: 3 clusters Score -8651421 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -8651754.000000 Penalty: 5333.656738
	Iteration 15Q: 3 clusters Score -8651754 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -8651976.000000 Penalty: 5333.656738
	Iteration 16Q: 3 clusters Score -8651976 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -8652168.000000 Penalty: 5333.656738
	Iteration 17Q: 3 clusters Score -8652168 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -8652332.000000 Penalty: 5333.656738
	Iteration 18Q: 3 clusters Score -8652332 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -8652548.000000 Penalty: 5333.656738
	Iteration 19Q: 3 clusters Score -8652548 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8652829.000000 Penalty: 5333.656738
	Iteration 20F: 3 clusters Score -8652829 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8653079.000000 Penalty: 5333.656738
	Iteration 21Q: 3 clusters Score -8653079 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -8653359.000000 Penalty: 5333.656738
	Iteration 22Q: 3 clusters Score -8653359 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -8653620.000000 Penalty: 5333.656738
	Iteration 23Q: 3 clusters Score -8653620 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8653924.000000 Penalty: 5333.656738
	Iteration 24Q: 3 clusters Score -8653924 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -8654199.000000 Penalty: 5333.656738
	Iteration 25Q: 3 clusters Score -8654199 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8654533.000000 Penalty: 5333.656738
	Iteration 26Q: 3 clusters Score -8654533 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8654842.000000 Penalty: 5333.656738
	Iteration 27Q: 3 clusters Score -8654842 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8655121.000000 Penalty: 5333.656738
	Iteration 28Q: 3 clusters Score -8655121 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -8655296.000000 Penalty: 5333.656738
	Iteration 29Q: 3 clusters Score -8655296 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -8655449.000000 Penalty: 5333.656738
	Iteration 30Q: 3 clusters Score -8655449 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8655582.000000 Penalty: 5333.656738
	Iteration 31Q: 3 clusters Score -8655582 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -8655713.000000 Penalty: 5333.656738
	Iteration 32Q: 3 clusters Score -8655713 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8655807.000000 Penalty: 5333.656738
	Iteration 33Q: 3 clusters Score -8655807 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8655917.000000 Penalty: 5333.656738
	Iteration 34Q: 3 clusters Score -8655917 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8655976.000000 Penalty: 5333.656738
	Iteration 35Q: 3 clusters Score -8655976 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8656040.000000 Penalty: 5333.656738
	Iteration 36Q: 3 clusters Score -8656040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8656099.000000 Penalty: 5333.656738
	Iteration 37Q: 3 clusters Score -8656099 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8656119.000000 Penalty: 5333.656738
	Iteration 38Q: 3 clusters Score -8656119 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8656161.000000 Penalty: 5333.656738
	Iteration 39Q: 3 clusters Score -8656161 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8656188.000000 Penalty: 5333.656738
	Iteration 40F: 3 clusters Score -8656188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8656213.000000 Penalty: 5333.656738
	Iteration 41Q: 3 clusters Score -8656213 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8656243.000000 Penalty: 5333.656738
	Iteration 42Q: 3 clusters Score -8656243 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8656306.000000 Penalty: 5333.656738
	Iteration 43Q: 3 clusters Score -8656306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8656359.000000 Penalty: 5333.656738
	Iteration 44Q: 3 clusters Score -8656359 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8656394.000000 Penalty: 5333.656738
	Iteration 45Q: 3 clusters Score -8656394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8656405.000000 Penalty: 5333.656738
	Iteration 46Q: 3 clusters Score -8656405 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8656436.000000 Penalty: 5333.656738
	Iteration 47Q: 3 clusters Score -8656436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8656449.000000 Penalty: 5333.656738
	Iteration 48Q: 3 clusters Score -8656449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8656474.000000 Penalty: 5333.656738
	Iteration 49Q: 3 clusters Score -8656474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8656490.000000 Penalty: 5333.656738
	Iteration 50Q: 3 clusters Score -8656490 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8656512.000000 Penalty: 5333.656738
	Iteration 51Q: 3 clusters Score -8656512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8656524.000000 Penalty: 5333.656738
	Iteration 52Q: 3 clusters Score -8656524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8656529.000000 Penalty: 5333.656738
	Iteration 53Q: 3 clusters Score -8656529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8656533.000000 Penalty: 5333.656738
	Iteration 54Q: 3 clusters Score -8656533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8656543.000000 Penalty: 5333.656738
	Iteration 55Q: 3 clusters Score -8656543 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8656561.000000 Penalty: 5333.656738
	Iteration 56Q: 3 clusters Score -8656561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8656574.000000 Penalty: 5333.656738
	Iteration 57Q: 3 clusters Score -8656574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8656585.000000 Penalty: 5333.656738
	Iteration 58Q: 3 clusters Score -8656585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8656594.000000 Penalty: 5333.656738
	Iteration 59Q: 3 clusters Score -8656594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8656599.000000 Penalty: 5333.656738
	Iteration 60F: 3 clusters Score -8656599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8656612.000000 Penalty: 5333.656738
	Iteration 61Q: 3 clusters Score -8656612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8656606.000000 Penalty: 5333.656738
	Iteration 62Q: 3 clusters Score -8656606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8656608.000000 Penalty: 5333.656738
	Iteration 63Q: 3 clusters Score -8656608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8656610.000000 Penalty: 5333.656738
	Iteration 64Q: 3 clusters Score -8656610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8656609.000000 Penalty: 5333.656738
	Iteration 65Q: 3 clusters Score -8656609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8656609.000000 Penalty: 5333.656738
	Iteration 66F: 3 clusters Score -8656609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -54326.261719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -54326.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -53003.835938 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -53003.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -53109.875000 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -53109.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53150.332031 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -53150.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53185.296875 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -53185.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -53195.628906 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -53195.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53201.890625 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -53201.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53208.000000 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -53208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53208.000000 Penalty: 2856.415283
	Iteration 7F: 3 clusters Score -53208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Entering Unmasked Estep 
Score: -9056423.000000 Penalty: 2674.608398
	Iteration 0F: 2 clusters Score -9056423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -9026665.000000 Penalty: 5349.216797
	Iteration 0F: 3 clusters Score -9026665 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -9039098.000000 Penalty: 5349.216797
	Iteration 1F: 3 clusters Score -9039098 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -9039736.000000 Penalty: 5349.216797
	Iteration 2Q: 3 clusters Score -9039736 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -9040437.000000 Penalty: 5349.216797
	Iteration 3Q: 3 clusters Score -9040437 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -9041339.000000 Penalty: 5349.216797
	Iteration 4Q: 3 clusters Score -9041339 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -9042505.000000 Penalty: 5349.216797
	Iteration 5Q: 3 clusters Score -9042505 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -9044270.000000 Penalty: 5349.216797
	Iteration 6F: 3 clusters Score -9044270 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -9046371.000000 Penalty: 5349.216797
	Iteration 7F: 3 clusters Score -9046371 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -9048418.000000 Penalty: 5349.216797
	Iteration 8F: 3 clusters Score -9048418 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -9049776.000000 Penalty: 5349.216797
	Iteration 9F: 3 clusters Score -9049776 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -9050433.000000 Penalty: 5349.216797
	Iteration 10Q: 3 clusters Score -9050433 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -9050778.000000 Penalty: 5349.216797
	Iteration 11Q: 3 clusters Score -9050778 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -9051093.000000 Penalty: 5349.216797
	Iteration 12Q: 3 clusters Score -9051093 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -9051319.000000 Penalty: 5349.216797
	Iteration 13Q: 3 clusters Score -9051319 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -9051588.000000 Penalty: 5349.216797
	Iteration 14Q: 3 clusters Score -9051588 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -9051825.000000 Penalty: 5349.216797
	Iteration 15Q: 3 clusters Score -9051825 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -9052054.000000 Penalty: 5349.216797
	Iteration 16Q: 3 clusters Score -9052054 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -9052224.000000 Penalty: 5349.216797
	Iteration 17Q: 3 clusters Score -9052224 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -9052351.000000 Penalty: 5349.216797
	Iteration 18Q: 3 clusters Score -9052351 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9052463.000000 Penalty: 5349.216797
	Iteration 19Q: 3 clusters Score -9052463 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -9052519.000000 Penalty: 5349.216797
	Iteration 20F: 3 clusters Score -9052519 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -9052567.000000 Penalty: 5349.216797
	Iteration 21Q: 3 clusters Score -9052567 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -9052627.000000 Penalty: 5349.216797
	Iteration 22Q: 3 clusters Score -9052627 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -9052694.000000 Penalty: 5349.216797
	Iteration 23Q: 3 clusters Score -9052694 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -9052718.000000 Penalty: 5349.216797
	Iteration 24Q: 3 clusters Score -9052718 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -9052746.000000 Penalty: 5349.216797
	Iteration 25Q: 3 clusters Score -9052746 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -9052797.000000 Penalty: 5349.216797
	Iteration 26Q: 3 clusters Score -9052797 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -9052809.000000 Penalty: 5349.216797
	Iteration 27Q: 3 clusters Score -9052809 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -9052793.000000 Penalty: 5349.216797
	Iteration 28Q: 3 clusters Score -9052793 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -9052824.000000 Penalty: 5349.216797
	Iteration 29Q: 3 clusters Score -9052824 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -9052857.000000 Penalty: 5349.216797
	Iteration 30Q: 3 clusters Score -9052857 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -9052850.000000 Penalty: 5349.216797
	Iteration 31Q: 3 clusters Score -9052850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -9052826.000000 Penalty: 5349.216797
	Iteration 32Q: 3 clusters Score -9052826 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -9052846.000000 Penalty: 5349.216797
	Iteration 33Q: 3 clusters Score -9052846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -9052852.000000 Penalty: 5349.216797
	Iteration 34Q: 3 clusters Score -9052852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -9052846.000000 Penalty: 5349.216797
	Iteration 35Q: 3 clusters Score -9052846 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -9052845.000000 Penalty: 5349.216797
	Iteration 36Q: 3 clusters Score -9052845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -9052837.000000 Penalty: 5349.216797
	Iteration 37Q: 3 clusters Score -9052837 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -9052858.000000 Penalty: 5349.216797
	Iteration 38Q: 3 clusters Score -9052858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -9052847.000000 Penalty: 5349.216797
	Iteration 39Q: 3 clusters Score -9052847 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -9052847.000000 Penalty: 5349.216797
	Iteration 40F: 3 clusters Score -9052847 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -9052846.000000 Penalty: 5349.216797
	Iteration 41Q: 3 clusters Score -9052846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -9052834.000000 Penalty: 5349.216797
	Iteration 42Q: 3 clusters Score -9052834 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -9052832.000000 Penalty: 5349.216797
	Iteration 43Q: 3 clusters Score -9052832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -9052834.000000 Penalty: 5349.216797
	Iteration 44Q: 3 clusters Score -9052834 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -9052820.000000 Penalty: 5349.216797
	Iteration 45Q: 3 clusters Score -9052820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -9052817.000000 Penalty: 5349.216797
	Iteration 46Q: 3 clusters Score -9052817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -9052809.000000 Penalty: 5349.216797
	Iteration 47Q: 3 clusters Score -9052809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -9052788.000000 Penalty: 5349.216797
	Iteration 48Q: 3 clusters Score -9052788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -9052794.000000 Penalty: 5349.216797
	Iteration 49Q: 3 clusters Score -9052794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -9052770.000000 Penalty: 5349.216797
	Iteration 50Q: 3 clusters Score -9052770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -9052767.000000 Penalty: 5349.216797
	Iteration 51Q: 3 clusters Score -9052767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -9052778.000000 Penalty: 5349.216797
	Iteration 52Q: 3 clusters Score -9052778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -9052775.000000 Penalty: 5349.216797
	Iteration 53Q: 3 clusters Score -9052775 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -9052773.000000 Penalty: 5349.216797
	Iteration 54Q: 3 clusters Score -9052773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31953 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -9052784.000000 Penalty: 5349.216797
	Iteration 55Q: 3 clusters Score -9052784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -9052769.000000 Penalty: 5349.216797
	Iteration 56Q: 3 clusters Score -9052769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -9052771.000000 Penalty: 5349.216797
	Iteration 57Q: 3 clusters Score -9052771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -9052775.000000 Penalty: 5349.216797
	Iteration 58Q: 3 clusters Score -9052775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -9052772.000000 Penalty: 5349.216797
	Iteration 59Q: 3 clusters Score -9052772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31825 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -9052773.000000 Penalty: 5349.216797
	Iteration 60F: 3 clusters Score -9052773 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -9052765.000000 Penalty: 5349.216797
	Iteration 61Q: 3 clusters Score -9052765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -9052760.000000 Penalty: 5349.216797
	Iteration 62Q: 3 clusters Score -9052760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -9052755.000000 Penalty: 5349.216797
	Iteration 63Q: 3 clusters Score -9052755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -9052752.000000 Penalty: 5349.216797
	Iteration 64Q: 3 clusters Score -9052752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -9052750.000000 Penalty: 5349.216797
	Iteration 65Q: 3 clusters Score -9052750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -9052757.000000 Penalty: 5349.216797
	Iteration 66Q: 3 clusters Score -9052757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -9052737.000000 Penalty: 5349.216797
	Iteration 67Q: 3 clusters Score -9052737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -9052737.000000 Penalty: 5349.216797
	Iteration 68Q: 3 clusters Score -9052737 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -9052741.000000 Penalty: 5349.216797
	Iteration 69Q: 3 clusters Score -9052741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -9052736.000000 Penalty: 5349.216797
	Iteration 70Q: 3 clusters Score -9052736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -9052748.000000 Penalty: 5349.216797
	Iteration 71Q: 3 clusters Score -9052748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9052739.000000 Penalty: 5349.216797
	Iteration 72Q: 3 clusters Score -9052739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31621 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -9052750.000000 Penalty: 5349.216797
	Iteration 73Q: 3 clusters Score -9052750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -9052749.000000 Penalty: 5349.216797
	Iteration 74Q: 3 clusters Score -9052749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -9052746.000000 Penalty: 5349.216797
	Iteration 75Q: 3 clusters Score -9052746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -9052748.000000 Penalty: 5349.216797
	Iteration 76Q: 3 clusters Score -9052748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -9052750.000000 Penalty: 5349.216797
	Iteration 77Q: 3 clusters Score -9052750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -9052754.000000 Penalty: 5349.216797
	Iteration 78Q: 3 clusters Score -9052754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -9052763.000000 Penalty: 5349.216797
	Iteration 79Q: 3 clusters Score -9052763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -9052759.000000 Penalty: 5349.216797
	Iteration 80F: 3 clusters Score -9052759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -9052760.000000 Penalty: 5349.216797
	Iteration 81Q: 3 clusters Score -9052760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -9052767.000000 Penalty: 5349.216797
	Iteration 82Q: 3 clusters Score -9052767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -9052766.000000 Penalty: 5349.216797
	Iteration 83Q: 3 clusters Score -9052766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -9052756.000000 Penalty: 5349.216797
	Iteration 84Q: 3 clusters Score -9052756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -9052757.000000 Penalty: 5349.216797
	Iteration 85Q: 3 clusters Score -9052757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -9052763.000000 Penalty: 5349.216797
	Iteration 86Q: 3 clusters Score -9052763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -9052763.000000 Penalty: 5349.216797
	Iteration 87Q: 3 clusters Score -9052763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -9052762.000000 Penalty: 5349.216797
	Iteration 88Q: 3 clusters Score -9052762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5349.216797
	Iteration 89Q: 3 clusters Score -9052758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -9052754.000000 Penalty: 5349.216797
	Iteration 90Q: 3 clusters Score -9052754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5349.216797
	Iteration 91Q: 3 clusters Score -9052753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -9052755.000000 Penalty: 5349.216797
	Iteration 92Q: 3 clusters Score -9052755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5349.216797
	Iteration 93Q: 3 clusters Score -9052758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -9052755.000000 Penalty: 5349.216797
	Iteration 94Q: 3 clusters Score -9052755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5349.216797
	Iteration 95Q: 3 clusters Score -9052758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5349.216797
	Iteration 96Q: 3 clusters Score -9052753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5349.216797
	Iteration 97Q: 3 clusters Score -9052753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -9052749.000000 Penalty: 5349.216797
	Iteration 98Q: 3 clusters Score -9052749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -9052761.000000 Penalty: 5349.216797
	Iteration 99Q: 3 clusters Score -9052761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5349.216797
	Iteration 100F: 3 clusters Score -9052753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -9052756.000000 Penalty: 5349.216797
	Iteration 101Q: 3 clusters Score -9052756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -9052753.000000 Penalty: 5349.216797
	Iteration 102Q: 3 clusters Score -9052753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -9052756.000000 Penalty: 5349.216797
	Iteration 103Q: 3 clusters Score -9052756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -9052756.000000 Penalty: 5349.216797
	Iteration 104Q: 3 clusters Score -9052756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -9052763.000000 Penalty: 5349.216797
	Iteration 105Q: 3 clusters Score -9052763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -9052752.000000 Penalty: 5349.216797
	Iteration 106Q: 3 clusters Score -9052752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5349.216797
	Iteration 107Q: 3 clusters Score -9052758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -9052758.000000 Penalty: 5349.216797
	Iteration 108F: 3 clusters Score -9052758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Entering Unmasked Estep 
Score: -8002206.500000 Penalty: 2646.206299
	Iteration 0F: 2 clusters Score -8002206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -7973183.500000 Penalty: 5292.412598
	Iteration 0F: 3 clusters Score -7973184 nChanged 19853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7984238.500000 Penalty: 5292.412598
	Iteration 1F: 3 clusters Score -7984238 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -7984743.500000 Penalty: 5292.412598
	Iteration 2Q: 3 clusters Score -7984744 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -7985299.500000 Penalty: 5292.412598
	Iteration 3Q: 3 clusters Score -7985300 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -7985964.000000 Penalty: 5292.412598
	Iteration 4Q: 3 clusters Score -7985964 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -7986768.000000 Penalty: 5292.412598
	Iteration 5Q: 3 clusters Score -7986768 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -7987891.000000 Penalty: 5292.412598
	Iteration 6Q: 3 clusters Score -7987891 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -7989565.000000 Penalty: 5292.412598
	Iteration 7F: 3 clusters Score -7989565 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7991781.000000 Penalty: 5292.412598
	Iteration 8F: 3 clusters Score -7991781 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -7994410.000000 Penalty: 5292.412598
	Iteration 9F: 3 clusters Score -7994410 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -7996658.500000 Penalty: 5292.412598
	Iteration 10F: 3 clusters Score -7996658 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -7997813.500000 Penalty: 5292.412598
	Iteration 11Q: 3 clusters Score -7997814 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -7998338.500000 Penalty: 5292.412598
	Iteration 12Q: 3 clusters Score -7998338 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -7998673.000000 Penalty: 5292.412598
	Iteration 13Q: 3 clusters Score -7998673 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7998911.000000 Penalty: 5292.412598
	Iteration 14Q: 3 clusters Score -7998911 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -7999093.000000 Penalty: 5292.412598
	Iteration 15Q: 3 clusters Score -7999093 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -7999272.500000 Penalty: 5292.412598
	Iteration 16Q: 3 clusters Score -7999272 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -7999386.000000 Penalty: 5292.412598
	Iteration 17Q: 3 clusters Score -7999386 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -7999476.000000 Penalty: 5292.412598
	Iteration 18Q: 3 clusters Score -7999476 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -7999551.500000 Penalty: 5292.412598
	Iteration 19Q: 3 clusters Score -7999552 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -7999626.500000 Penalty: 5292.412598
	Iteration 20F: 3 clusters Score -7999626 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7999729.500000 Penalty: 5292.412598
	Iteration 21Q: 3 clusters Score -7999730 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -7999785.000000 Penalty: 5292.412598
	Iteration 22Q: 3 clusters Score -7999785 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -7999831.000000 Penalty: 5292.412598
	Iteration 23Q: 3 clusters Score -7999831 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -7999883.500000 Penalty: 5292.412598
	Iteration 24Q: 3 clusters Score -7999884 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -7999953.500000 Penalty: 5292.412598
	Iteration 25Q: 3 clusters Score -7999954 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -8000051.500000 Penalty: 5292.412598
	Iteration 26Q: 3 clusters Score -8000052 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -8000118.500000 Penalty: 5292.412598
	Iteration 27Q: 3 clusters Score -8000118 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -8000175.000000 Penalty: 5292.412598
	Iteration 28Q: 3 clusters Score -8000175 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8000198.500000 Penalty: 5292.412598
	Iteration 29Q: 3 clusters Score -8000198 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8000228.500000 Penalty: 5292.412598
	Iteration 30Q: 3 clusters Score -8000228 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -8000273.500000 Penalty: 5292.412598
	Iteration 31Q: 3 clusters Score -8000274 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
Score: -8000270.500000 Penalty: 5292.412598
	Iteration 32Q: 3 clusters Score -8000270 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -8000309.000000 Penalty: 5292.412598
	Iteration 33Q: 3 clusters Score -8000309 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -8000310.500000 Penalty: 5292.412598
	Iteration 34Q: 3 clusters Score -8000310 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -8000308.000000 Penalty: 5292.412598
	Iteration 35Q: 3 clusters Score -8000308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -8000313.000000 Penalty: 5292.412598
	Iteration 36Q: 3 clusters Score -8000313 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -8000335.500000 Penalty: 5292.412598
	Iteration 37Q: 3 clusters Score -8000336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8000327.000000 Penalty: 5292.412598
	Iteration 38Q: 3 clusters Score -8000327 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -8000338.500000 Penalty: 5292.412598
	Iteration 39Q: 3 clusters Score -8000338 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -8000351.000000 Penalty: 5292.412598
	Iteration 40F: 3 clusters Score -8000351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -8000365.000000 Penalty: 5292.412598
	Iteration 41Q: 3 clusters Score -8000365 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8000397.000000 Penalty: 5292.412598
	Iteration 42Q: 3 clusters Score -8000397 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8000390.500000 Penalty: 5292.412598
	Iteration 43Q: 3 clusters Score -8000390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39867 members 
Entering Unmasked Estep 
Score: -8000412.500000 Penalty: 5292.412598
	Iteration 44Q: 3 clusters Score -8000412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -8000407.000000 Penalty: 5292.412598
	Iteration 45Q: 3 clusters Score -8000407 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8000409.500000 Penalty: 5292.412598
	Iteration 46Q: 3 clusters Score -8000410 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -8000412.500000 Penalty: 5292.412598
	Iteration 47Q: 3 clusters Score -8000412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8000414.500000 Penalty: 5292.412598
	Iteration 48Q: 3 clusters Score -8000414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8000435.500000 Penalty: 5292.412598
	Iteration 49Q: 3 clusters Score -8000436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -8000449.000000 Penalty: 5292.412598
	Iteration 50Q: 3 clusters Score -8000449 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8000452.000000 Penalty: 5292.412598
	Iteration 51Q: 3 clusters Score -8000452 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8000465.000000 Penalty: 5292.412598
	Iteration 52Q: 3 clusters Score -8000465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8000459.500000 Penalty: 5292.412598
	Iteration 53Q: 3 clusters Score -8000460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -8000459.000000 Penalty: 5292.412598
	Iteration 54Q: 3 clusters Score -8000459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -8000468.000000 Penalty: 5292.412598
	Iteration 55Q: 3 clusters Score -8000468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8000482.000000 Penalty: 5292.412598
	Iteration 56Q: 3 clusters Score -8000482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -8000480.000000 Penalty: 5292.412598
	Iteration 57Q: 3 clusters Score -8000480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8000480.000000 Penalty: 5292.412598
	Iteration 58Q: 3 clusters Score -8000480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8000493.500000 Penalty: 5292.412598
	Iteration 59Q: 3 clusters Score -8000494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -8000490.500000 Penalty: 5292.412598
	Iteration 60F: 3 clusters Score -8000490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -8000499.000000 Penalty: 5292.412598
	Iteration 61Q: 3 clusters Score -8000499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8000496.500000 Penalty: 5292.412598
	Iteration 62Q: 3 clusters Score -8000496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8000499.500000 Penalty: 5292.412598
	Iteration 63Q: 3 clusters Score -8000500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -8000507.000000 Penalty: 5292.412598
	Iteration 64Q: 3 clusters Score -8000507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -8000498.500000 Penalty: 5292.412598
	Iteration 65Q: 3 clusters Score -8000498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -8000515.500000 Penalty: 5292.412598
	Iteration 66Q: 3 clusters Score -8000516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -8000507.500000 Penalty: 5292.412598
	Iteration 67Q: 3 clusters Score -8000508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8000505.500000 Penalty: 5292.412598
	Iteration 68Q: 3 clusters Score -8000506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -8000498.500000 Penalty: 5292.412598
	Iteration 69Q: 3 clusters Score -8000498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -8000495.500000 Penalty: 5292.412598
	Iteration 70Q: 3 clusters Score -8000496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -8000494.500000 Penalty: 5292.412598
	Iteration 71Q: 3 clusters Score -8000494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8000489.500000 Penalty: 5292.412598
	Iteration 72Q: 3 clusters Score -8000490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8000492.500000 Penalty: 5292.412598
	Iteration 73Q: 3 clusters Score -8000492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8000490.000000 Penalty: 5292.412598
	Iteration 74Q: 3 clusters Score -8000490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8000501.500000 Penalty: 5292.412598
	Iteration 75Q: 3 clusters Score -8000502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8000501.500000 Penalty: 5292.412598
	Iteration 76F: 3 clusters Score -8000502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Entering Unmasked Estep 
Score: -7917559.000000 Penalty: 2641.407959
	Iteration 0F: 2 clusters Score -7917559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -7889383.000000 Penalty: 5282.815918
	Iteration 0F: 3 clusters Score -7889383 nChanged 19433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -7900283.500000 Penalty: 5282.815918
	Iteration 1F: 3 clusters Score -7900284 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -7900891.000000 Penalty: 5282.815918
	Iteration 2Q: 3 clusters Score -7900891 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7901521.500000 Penalty: 5282.815918
	Iteration 3Q: 3 clusters Score -7901522 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7902135.000000 Penalty: 5282.815918
	Iteration 4Q: 3 clusters Score -7902135 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -7902928.000000 Penalty: 5282.815918
	Iteration 5Q: 3 clusters Score -7902928 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -7903870.000000 Penalty: 5282.815918
	Iteration 6Q: 3 clusters Score -7903870 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -7904816.500000 Penalty: 5282.815918
	Iteration 7F: 3 clusters Score -7904816 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -7905964.500000 Penalty: 5282.815918
	Iteration 8F: 3 clusters Score -7905964 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -7907318.500000 Penalty: 5282.815918
	Iteration 9F: 3 clusters Score -7907318 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -7908946.000000 Penalty: 5282.815918
	Iteration 10F: 3 clusters Score -7908946 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -7910671.000000 Penalty: 5282.815918
	Iteration 11F: 3 clusters Score -7910671 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7912188.500000 Penalty: 5282.815918
	Iteration 12Q: 3 clusters Score -7912188 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -7913326.500000 Penalty: 5282.815918
	Iteration 13Q: 3 clusters Score -7913326 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -7914125.500000 Penalty: 5282.815918
	Iteration 14Q: 3 clusters Score -7914126 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -7914811.000000 Penalty: 5282.815918
	Iteration 15Q: 3 clusters Score -7914811 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -7915414.000000 Penalty: 5282.815918
	Iteration 16Q: 3 clusters Score -7915414 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7915810.000000 Penalty: 5282.815918
	Iteration 17Q: 3 clusters Score -7915810 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7916175.000000 Penalty: 5282.815918
	Iteration 18Q: 3 clusters Score -7916175 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -7916375.500000 Penalty: 5282.815918
	Iteration 19Q: 3 clusters Score -7916376 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7916510.500000 Penalty: 5282.815918
	Iteration 20F: 3 clusters Score -7916510 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7916571.500000 Penalty: 5282.815918
	Iteration 21Q: 3 clusters Score -7916572 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7916635.500000 Penalty: 5282.815918
	Iteration 22Q: 3 clusters Score -7916636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7916658.000000 Penalty: 5282.815918
	Iteration 23Q: 3 clusters Score -7916658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7916657.500000 Penalty: 5282.815918
	Iteration 24Q: 3 clusters Score -7916658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7916685.000000 Penalty: 5282.815918
	Iteration 25Q: 3 clusters Score -7916685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7916688.500000 Penalty: 5282.815918
	Iteration 26Q: 3 clusters Score -7916688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7916689.000000 Penalty: 5282.815918
	Iteration 27Q: 3 clusters Score -7916689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7916707.500000 Penalty: 5282.815918
	Iteration 28Q: 3 clusters Score -7916708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7916710.500000 Penalty: 5282.815918
	Iteration 29Q: 3 clusters Score -7916710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7916713.000000 Penalty: 5282.815918
	Iteration 30Q: 3 clusters Score -7916713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7916706.500000 Penalty: 5282.815918
	Iteration 31Q: 3 clusters Score -7916706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7916711.500000 Penalty: 5282.815918
	Iteration 32Q: 3 clusters Score -7916712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7916720.000000 Penalty: 5282.815918
	Iteration 33Q: 3 clusters Score -7916720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7916721.500000 Penalty: 5282.815918
	Iteration 34Q: 3 clusters Score -7916722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -7916715.500000 Penalty: 5282.815918
	Iteration 35Q: 3 clusters Score -7916716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7916710.000000 Penalty: 5282.815918
	Iteration 36Q: 3 clusters Score -7916710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7916714.000000 Penalty: 5282.815918
	Iteration 37Q: 3 clusters Score -7916714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7916714.000000 Penalty: 5282.815918
	Iteration 38F: 3 clusters Score -7916714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -189644.484375 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -189644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -187712.890625 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -187712.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188537.234375 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -188537.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -189017.171875 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -189017.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -189272.062500 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -189272.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189425.187500 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -189425.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -189530.328125 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -189530.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -189591.593750 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -189591.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -189616.312500 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -189616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -189626.046875 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -189626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -189636.125000 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -189636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -189643.656250 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -189643.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -189648.187500 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -189648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -189656.140625 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -189656.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -189660.078125 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -189660.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -189662.031250 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -189662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -189666.203125 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -189666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189666.640625 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -189666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189669.921875 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -189669.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -189671.578125 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -189671.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -189674.859375 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -189674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -189678.796875 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -189678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -189682.593750 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -189682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -189683.234375 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -189683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189689.781250 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -189689.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -189697.640625 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -189697.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189704.734375 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -189704.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -189718.421875 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -189718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -189728.234375 Penalty: 3525.688965
	Iteration 27Q: 3 clusters Score -189728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -189736.328125 Penalty: 3525.688965
	Iteration 28Q: 3 clusters Score -189736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -189741.625000 Penalty: 3525.688965
	Iteration 29Q: 3 clusters Score -189741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -189743.453125 Penalty: 3525.688965
	Iteration 30Q: 3 clusters Score -189743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -189744.562500 Penalty: 3525.688965
	Iteration 31Q: 3 clusters Score -189744.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -189745.515625 Penalty: 3525.688965
	Iteration 32Q: 3 clusters Score -189745.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -189745.625000 Penalty: 3525.688965
	Iteration 33Q: 3 clusters Score -189745.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -189746.312500 Penalty: 3525.688965
	Iteration 34Q: 3 clusters Score -189746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -189747.984375 Penalty: 3525.688965
	Iteration 35Q: 3 clusters Score -189748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -189748.687500 Penalty: 3525.688965
	Iteration 36Q: 3 clusters Score -189748.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -189749.796875 Penalty: 3525.688965
	Iteration 37Q: 3 clusters Score -189749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -189751.421875 Penalty: 3525.688965
	Iteration 38Q: 3 clusters Score -189751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -189751.421875 Penalty: 3525.688965
	Iteration 39F: 3 clusters Score -189751.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 27156 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 40634 members 
Mstep: Class 5 contains 49255 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48277 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 692 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48760 members 
Mstep: Class 16 contains 51782 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 53287 members 
Mstep: Class 21 contains 10516 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6291 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45667 members 
Mstep: Class 27 contains 44993 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 530 members 
Entering Unmasked Estep 
Score: -137142736.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137144496.000000 to -137142736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -99270.164062 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -99270.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97706.125000 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -97706.12 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97906.554688 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -97906.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -97972.250000 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -97972.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97989.882812 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -97989.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -97993.242188 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -97993.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97999.921875 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -97999.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98009.578125 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -98009.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98014.851562 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -98014.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -98017.023438 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -98017.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98020.406250 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -98020.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98023.132812 Penalty: 3143.942627
	Iteration 10Q: 3 clusters Score -98023.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98023.132812 Penalty: 3143.942627
	Iteration 11F: 3 clusters Score -98023.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -136655.390625 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -136655.4 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 410 members 
Entering Unmasked Estep 
Score: -134956.000000 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -134956 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135397.562500 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -135397.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135526.281250 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -135526.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -135601.390625 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -135601.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -135702.546875 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -135702.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -135825.796875 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -135825.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -135950.234375 Penalty: 3310.582520
	Iteration 6F: 3 clusters Score -135950.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -136078.718750 Penalty: 3310.582520
	Iteration 7F: 3 clusters Score -136078.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -136217.187500 Penalty: 3310.582520
	Iteration 8F: 3 clusters Score -136217.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -136326.593750 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -136326.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -136447.625000 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -136447.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -136583.203125 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -136583.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -136776.078125 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -136776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -136907.890625 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -136907.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -136933.750000 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -136933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -136935.296875 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -136935.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -136943.921875 Penalty: 3310.582520
	Iteration 16F: 3 clusters Score -136943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -136972.875000 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -136972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -137016.015625 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -137016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -137053.546875 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -137053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -137141.406250 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -137141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -137262.937500 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -137262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -137302.718750 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -137302.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -137308.140625 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -137308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -137308.140625 Penalty: 3310.582520
	Iteration 24F: 3 clusters Score -137308.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 27156 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 40634 members 
Mstep: Class 5 contains 49255 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48277 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 48760 members 
Mstep: Class 16 contains 51782 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 53287 members 
Mstep: Class 21 contains 10516 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6291 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45667 members 
Mstep: Class 27 contains 44993 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 214 members 
Entering Unmasked Estep 
Score: -137143120.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137144496.000000 to -137143120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Entering Unmasked Estep 
Score: -9110312.000000 Penalty: 2677.076904
	Iteration 0F: 2 clusters Score -9110312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -9078376.000000 Penalty: 5354.153809
	Iteration 0F: 3 clusters Score -9078376 nChanged 22377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9090927.000000 Penalty: 5354.153809
	Iteration 1F: 3 clusters Score -9090927 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -9091824.000000 Penalty: 5354.153809
	Iteration 2Q: 3 clusters Score -9091824 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -9092868.000000 Penalty: 5354.153809
	Iteration 3F: 3 clusters Score -9092868 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -9094310.000000 Penalty: 5354.153809
	Iteration 4F: 3 clusters Score -9094310 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -9096508.000000 Penalty: 5354.153809
	Iteration 5F: 3 clusters Score -9096508 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -9099149.000000 Penalty: 5354.153809
	Iteration 6F: 3 clusters Score -9099149 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -9101720.000000 Penalty: 5354.153809
	Iteration 7F: 3 clusters Score -9101720 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -9103830.000000 Penalty: 5354.153809
	Iteration 8Q: 3 clusters Score -9103830 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -9105216.000000 Penalty: 5354.153809
	Iteration 9Q: 3 clusters Score -9105216 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -9106021.000000 Penalty: 5354.153809
	Iteration 10Q: 3 clusters Score -9106021 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -9106574.000000 Penalty: 5354.153809
	Iteration 11Q: 3 clusters Score -9106574 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9107068.000000 Penalty: 5354.153809
	Iteration 12Q: 3 clusters Score -9107068 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9107399.000000 Penalty: 5354.153809
	Iteration 13Q: 3 clusters Score -9107399 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9107638.000000 Penalty: 5354.153809
	Iteration 14Q: 3 clusters Score -9107638 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -9107821.000000 Penalty: 5354.153809
	Iteration 15Q: 3 clusters Score -9107821 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9107921.000000 Penalty: 5354.153809
	Iteration 16Q: 3 clusters Score -9107921 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9107963.000000 Penalty: 5354.153809
	Iteration 17Q: 3 clusters Score -9107963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9108041.000000 Penalty: 5354.153809
	Iteration 18Q: 3 clusters Score -9108041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9108081.000000 Penalty: 5354.153809
	Iteration 19Q: 3 clusters Score -9108081 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48145 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9108103.000000 Penalty: 5354.153809
	Iteration 20F: 3 clusters Score -9108103 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9108111.000000 Penalty: 5354.153809
	Iteration 21Q: 3 clusters Score -9108111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9108128.000000 Penalty: 5354.153809
	Iteration 22Q: 3 clusters Score -9108128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9108148.000000 Penalty: 5354.153809
	Iteration 23Q: 3 clusters Score -9108148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9108154.000000 Penalty: 5354.153809
	Iteration 24Q: 3 clusters Score -9108154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9108158.000000 Penalty: 5354.153809
	Iteration 25Q: 3 clusters Score -9108158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9108174.000000 Penalty: 5354.153809
	Iteration 26Q: 3 clusters Score -9108174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9108172.000000 Penalty: 5354.153809
	Iteration 27Q: 3 clusters Score -9108172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9108185.000000 Penalty: 5354.153809
	Iteration 28Q: 3 clusters Score -9108185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9108182.000000 Penalty: 5354.153809
	Iteration 29Q: 3 clusters Score -9108182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9108180.000000 Penalty: 5354.153809
	Iteration 30Q: 3 clusters Score -9108180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9108188.000000 Penalty: 5354.153809
	Iteration 31Q: 3 clusters Score -9108188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9108200.000000 Penalty: 5354.153809
	Iteration 32Q: 3 clusters Score -9108200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9108201.000000 Penalty: 5354.153809
	Iteration 33Q: 3 clusters Score -9108201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9108217.000000 Penalty: 5354.153809
	Iteration 34Q: 3 clusters Score -9108217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9108212.000000 Penalty: 5354.153809
	Iteration 35Q: 3 clusters Score -9108212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9108212.000000 Penalty: 5354.153809
	Iteration 36Q: 3 clusters Score -9108212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9108215.000000 Penalty: 5354.153809
	Iteration 37Q: 3 clusters Score -9108215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9108217.000000 Penalty: 5354.153809
	Iteration 38Q: 3 clusters Score -9108217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48301 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9108233.000000 Penalty: 5354.153809
	Iteration 39Q: 3 clusters Score -9108233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9108238.000000 Penalty: 5354.153809
	Iteration 40F: 3 clusters Score -9108238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9108236.000000 Penalty: 5354.153809
	Iteration 41Q: 3 clusters Score -9108236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -9108244.000000 Penalty: 5354.153809
	Iteration 42Q: 3 clusters Score -9108244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9108234.000000 Penalty: 5354.153809
	Iteration 43Q: 3 clusters Score -9108234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48305 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9108234.000000 Penalty: 5354.153809
	Iteration 44F: 3 clusters Score -9108234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (51782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Entering Unmasked Estep 
Score: -9735035.000000 Penalty: 2691.989990
	Iteration 0F: 2 clusters Score -9735035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -9703169.000000 Penalty: 5383.979980
	Iteration 0F: 3 clusters Score -9703169 nChanged 23923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -9716456.000000 Penalty: 5383.979980
	Iteration 1F: 3 clusters Score -9716456 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -9717008.000000 Penalty: 5383.979980
	Iteration 2Q: 3 clusters Score -9717008 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -9717515.000000 Penalty: 5383.979980
	Iteration 3Q: 3 clusters Score -9717515 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22772 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -9718121.000000 Penalty: 5383.979980
	Iteration 4Q: 3 clusters Score -9718121 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -9718914.000000 Penalty: 5383.979980
	Iteration 5Q: 3 clusters Score -9718914 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -9720012.000000 Penalty: 5383.979980
	Iteration 6Q: 3 clusters Score -9720012 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -9721565.000000 Penalty: 5383.979980
	Iteration 7F: 3 clusters Score -9721565 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -9723645.000000 Penalty: 5383.979980
	Iteration 8F: 3 clusters Score -9723645 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -9726312.000000 Penalty: 5383.979980
	Iteration 9F: 3 clusters Score -9726312 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -9728474.000000 Penalty: 5383.979980
	Iteration 10F: 3 clusters Score -9728474 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -9730093.000000 Penalty: 5383.979980
	Iteration 11Q: 3 clusters Score -9730093 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9730935.000000 Penalty: 5383.979980
	Iteration 12Q: 3 clusters Score -9730935 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9731421.000000 Penalty: 5383.979980
	Iteration 13Q: 3 clusters Score -9731421 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9731839.000000 Penalty: 5383.979980
	Iteration 14Q: 3 clusters Score -9731839 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -9732100.000000 Penalty: 5383.979980
	Iteration 15Q: 3 clusters Score -9732100 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -9732297.000000 Penalty: 5383.979980
	Iteration 16Q: 3 clusters Score -9732297 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9732423.000000 Penalty: 5383.979980
	Iteration 17Q: 3 clusters Score -9732423 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -9732513.000000 Penalty: 5383.979980
	Iteration 18Q: 3 clusters Score -9732513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -9732590.000000 Penalty: 5383.979980
	Iteration 19Q: 3 clusters Score -9732590 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 50673 members 
Entering Unmasked Estep 
Score: -9732626.000000 Penalty: 5383.979980
	Iteration 20F: 3 clusters Score -9732626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 50717 members 
Entering Unmasked Estep 
Score: -9732656.000000 Penalty: 5383.979980
	Iteration 21Q: 3 clusters Score -9732656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -9732686.000000 Penalty: 5383.979980
	Iteration 22Q: 3 clusters Score -9732686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -9732712.000000 Penalty: 5383.979980
	Iteration 23Q: 3 clusters Score -9732712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -9732739.000000 Penalty: 5383.979980
	Iteration 24Q: 3 clusters Score -9732739 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -9732765.000000 Penalty: 5383.979980
	Iteration 25Q: 3 clusters Score -9732765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -9732786.000000 Penalty: 5383.979980
	Iteration 26Q: 3 clusters Score -9732786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
Score: -9732807.000000 Penalty: 5383.979980
	Iteration 27Q: 3 clusters Score -9732807 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -9732820.000000 Penalty: 5383.979980
	Iteration 28Q: 3 clusters Score -9732820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -9732829.000000 Penalty: 5383.979980
	Iteration 29Q: 3 clusters Score -9732829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -9732815.000000 Penalty: 5383.979980
	Iteration 30Q: 3 clusters Score -9732815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -9732824.000000 Penalty: 5383.979980
	Iteration 31Q: 3 clusters Score -9732824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -9732826.000000 Penalty: 5383.979980
	Iteration 32Q: 3 clusters Score -9732826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9732838.000000 Penalty: 5383.979980
	Iteration 33Q: 3 clusters Score -9732838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50978 members 
Entering Unmasked Estep 
Score: -9732842.000000 Penalty: 5383.979980
	Iteration 34Q: 3 clusters Score -9732842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -9732842.000000 Penalty: 5383.979980
	Iteration 35Q: 3 clusters Score -9732842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 50986 members 
Entering Unmasked Estep 
Score: -9732840.000000 Penalty: 5383.979980
	Iteration 36Q: 3 clusters Score -9732840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -9732843.000000 Penalty: 5383.979980
	Iteration 37Q: 3 clusters Score -9732843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50988 members 
Entering Unmasked Estep 
Score: -9732839.000000 Penalty: 5383.979980
	Iteration 38Q: 3 clusters Score -9732839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -9732846.000000 Penalty: 5383.979980
	Iteration 39Q: 3 clusters Score -9732846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 50990 members 
Entering Unmasked Estep 
Score: -9732840.000000 Penalty: 5383.979980
	Iteration 40F: 3 clusters Score -9732840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -9732839.000000 Penalty: 5383.979980
	Iteration 41Q: 3 clusters Score -9732839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -9732838.000000 Penalty: 5383.979980
	Iteration 42Q: 3 clusters Score -9732838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -9732840.000000 Penalty: 5383.979980
	Iteration 43Q: 3 clusters Score -9732840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -9732847.000000 Penalty: 5383.979980
	Iteration 44Q: 3 clusters Score -9732847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -9732847.000000 Penalty: 5383.979980
	Iteration 45Q: 3 clusters Score -9732847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -9732851.000000 Penalty: 5383.979980
	Iteration 46Q: 3 clusters Score -9732851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -9732856.000000 Penalty: 5383.979980
	Iteration 47Q: 3 clusters Score -9732856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 50995 members 
Entering Unmasked Estep 
Score: -9732856.000000 Penalty: 5383.979980
	Iteration 48Q: 3 clusters Score -9732856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -9732862.000000 Penalty: 5383.979980
	Iteration 49Q: 3 clusters Score -9732862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -9732862.000000 Penalty: 5383.979980
	Iteration 50F: 3 clusters Score -9732862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Entering Unmasked Estep 
Score: -542373.187500 Penalty: 1989.678345
	Iteration 0F: 2 clusters Score -542373.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -539101.000000 Penalty: 3979.356689
	Iteration 0F: 3 clusters Score -539101 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -539847.562500 Penalty: 3979.356689
	Iteration 1F: 3 clusters Score -539847.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -540004.687500 Penalty: 3979.356689
	Iteration 2F: 3 clusters Score -540004.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -540085.437500 Penalty: 3979.356689
	Iteration 3Q: 3 clusters Score -540085.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -540152.312500 Penalty: 3979.356689
	Iteration 4Q: 3 clusters Score -540152.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -540204.562500 Penalty: 3979.356689
	Iteration 5Q: 3 clusters Score -540204.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -540244.812500 Penalty: 3979.356689
	Iteration 6Q: 3 clusters Score -540244.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -540282.125000 Penalty: 3979.356689
	Iteration 7Q: 3 clusters Score -540282.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -540314.437500 Penalty: 3979.356689
	Iteration 8Q: 3 clusters Score -540314.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -540357.312500 Penalty: 3979.356689
	Iteration 9Q: 3 clusters Score -540357.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -540391.812500 Penalty: 3979.356689
	Iteration 10Q: 3 clusters Score -540391.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -540424.000000 Penalty: 3979.356689
	Iteration 11Q: 3 clusters Score -540424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -540483.500000 Penalty: 3979.356689
	Iteration 12Q: 3 clusters Score -540483.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -540543.687500 Penalty: 3979.356689
	Iteration 13Q: 3 clusters Score -540543.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -540609.187500 Penalty: 3979.356689
	Iteration 14Q: 3 clusters Score -540609.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -540664.125000 Penalty: 3979.356689
	Iteration 15Q: 3 clusters Score -540664.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -540736.125000 Penalty: 3979.356689
	Iteration 16Q: 3 clusters Score -540736.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -540824.125000 Penalty: 3979.356689
	Iteration 17Q: 3 clusters Score -540824.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -540893.375000 Penalty: 3979.356689
	Iteration 18Q: 3 clusters Score -540893.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -540931.500000 Penalty: 3979.356689
	Iteration 19Q: 3 clusters Score -540931.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -540963.500000 Penalty: 3979.356689
	Iteration 20F: 3 clusters Score -540963.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -540977.625000 Penalty: 3979.356689
	Iteration 21Q: 3 clusters Score -540977.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -540985.625000 Penalty: 3979.356689
	Iteration 22Q: 3 clusters Score -540985.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -540992.562500 Penalty: 3979.356689
	Iteration 23Q: 3 clusters Score -540992.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -540997.437500 Penalty: 3979.356689
	Iteration 24Q: 3 clusters Score -540997.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -541007.187500 Penalty: 3979.356689
	Iteration 25Q: 3 clusters Score -541007.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -541018.937500 Penalty: 3979.356689
	Iteration 26Q: 3 clusters Score -541018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -541030.125000 Penalty: 3979.356689
	Iteration 27Q: 3 clusters Score -541030.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -541036.812500 Penalty: 3979.356689
	Iteration 28Q: 3 clusters Score -541036.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -541041.250000 Penalty: 3979.356689
	Iteration 29Q: 3 clusters Score -541041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -541047.937500 Penalty: 3979.356689
	Iteration 30Q: 3 clusters Score -541047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -541055.312500 Penalty: 3979.356689
	Iteration 31Q: 3 clusters Score -541055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -541067.250000 Penalty: 3979.356689
	Iteration 32Q: 3 clusters Score -541067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -541072.812500 Penalty: 3979.356689
	Iteration 33Q: 3 clusters Score -541072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -541078.125000 Penalty: 3979.356689
	Iteration 34Q: 3 clusters Score -541078.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -541085.937500 Penalty: 3979.356689
	Iteration 35Q: 3 clusters Score -541085.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -541096.812500 Penalty: 3979.356689
	Iteration 36Q: 3 clusters Score -541096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -541108.250000 Penalty: 3979.356689
	Iteration 37Q: 3 clusters Score -541108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -541111.937500 Penalty: 3979.356689
	Iteration 38Q: 3 clusters Score -541111.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -541115.437500 Penalty: 3979.356689
	Iteration 39Q: 3 clusters Score -541115.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -541116.937500 Penalty: 3979.356689
	Iteration 40F: 3 clusters Score -541116.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -541121.812500 Penalty: 3979.356689
	Iteration 41Q: 3 clusters Score -541121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -541128.000000 Penalty: 3979.356689
	Iteration 42Q: 3 clusters Score -541128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -541129.125000 Penalty: 3979.356689
	Iteration 43Q: 3 clusters Score -541129.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -541132.000000 Penalty: 3979.356689
	Iteration 44Q: 3 clusters Score -541132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -541133.125000 Penalty: 3979.356689
	Iteration 45Q: 3 clusters Score -541133.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -541133.125000 Penalty: 3979.356689
	Iteration 46F: 3 clusters Score -541133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -110400.460938 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -110400.5 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 409 members 
Entering Unmasked Estep 
Score: -108685.593750 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -108685.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -109337.328125 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -109337.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109786.156250 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -109786.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109973.617188 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -109973.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -110053.562500 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -110053.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110103.007812 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -110103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -110120.343750 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -110120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110123.429688 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -110123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -110123.429688 Penalty: 3340.947021
	Iteration 8F: 3 clusters Score -110123.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -4970721.500000 Penalty: 2526.126465
	Iteration 0F: 2 clusters Score -4970722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -4952421.500000 Penalty: 5052.252930
	Iteration 0F: 3 clusters Score -4952422 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4958810.000000 Penalty: 5052.252930
	Iteration 1F: 3 clusters Score -4958810 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4959229.000000 Penalty: 5052.252930
	Iteration 2Q: 3 clusters Score -4959229 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -4959544.000000 Penalty: 5052.252930
	Iteration 3Q: 3 clusters Score -4959544 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4959786.000000 Penalty: 5052.252930
	Iteration 4Q: 3 clusters Score -4959786 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -4960017.500000 Penalty: 5052.252930
	Iteration 5Q: 3 clusters Score -4960018 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -4960296.500000 Penalty: 5052.252930
	Iteration 6Q: 3 clusters Score -4960296 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -4960676.000000 Penalty: 5052.252930
	Iteration 7Q: 3 clusters Score -4960676 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -4961143.500000 Penalty: 5052.252930
	Iteration 8Q: 3 clusters Score -4961144 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -4961875.500000 Penalty: 5052.252930
	Iteration 9Q: 3 clusters Score -4961876 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4963013.000000 Penalty: 5052.252930
	Iteration 10F: 3 clusters Score -4963013 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4964450.500000 Penalty: 5052.252930
	Iteration 11F: 3 clusters Score -4964450 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4965953.000000 Penalty: 5052.252930
	Iteration 12F: 3 clusters Score -4965953 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -4967164.500000 Penalty: 5052.252930
	Iteration 13Q: 3 clusters Score -4967164 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -4967846.500000 Penalty: 5052.252930
	Iteration 14Q: 3 clusters Score -4967846 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -4968173.500000 Penalty: 5052.252930
	Iteration 15Q: 3 clusters Score -4968174 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -4968303.500000 Penalty: 5052.252930
	Iteration 16Q: 3 clusters Score -4968304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4968365.500000 Penalty: 5052.252930
	Iteration 17Q: 3 clusters Score -4968366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -4968422.500000 Penalty: 5052.252930
	Iteration 18Q: 3 clusters Score -4968422 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -4968450.500000 Penalty: 5052.252930
	Iteration 19Q: 3 clusters Score -4968450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -4968477.500000 Penalty: 5052.252930
	Iteration 20F: 3 clusters Score -4968478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -4968494.500000 Penalty: 5052.252930
	Iteration 21Q: 3 clusters Score -4968494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -4968493.000000 Penalty: 5052.252930
	Iteration 22Q: 3 clusters Score -4968493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4968497.500000 Penalty: 5052.252930
	Iteration 23Q: 3 clusters Score -4968498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4968497.500000 Penalty: 5052.252930
	Iteration 24F: 3 clusters Score -4968498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Entering Unmasked Estep 
Score: -10010931.000000 Penalty: 2699.094971
	Iteration 0F: 2 clusters Score -1.001093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -9979847.000000 Penalty: 5398.189941
	Iteration 0F: 3 clusters Score -9979847 nChanged 24743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -9993742.000000 Penalty: 5398.189941
	Iteration 1F: 3 clusters Score -9993742 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 29591 members 
Entering Unmasked Estep 
Score: -9994417.000000 Penalty: 5398.189941
	Iteration 2Q: 3 clusters Score -9994417 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -9995266.000000 Penalty: 5398.189941
	Iteration 3Q: 3 clusters Score -9995266 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -9996459.000000 Penalty: 5398.189941
	Iteration 4Q: 3 clusters Score -9996459 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -9998469.000000 Penalty: 5398.189941
	Iteration 5F: 3 clusters Score -9998469 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -10001589.000000 Penalty: 5398.189941
	Iteration 6F: 3 clusters Score -1.000159e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -10004656.000000 Penalty: 5398.189941
	Iteration 7F: 3 clusters Score -1.000466e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 49093 members 
Entering Unmasked Estep 
Score: -10007290.000000 Penalty: 5398.189941
	Iteration 8F: 3 clusters Score -1.000729e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -10008299.000000 Penalty: 5398.189941
	Iteration 9Q: 3 clusters Score -1.00083e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -10008485.000000 Penalty: 5398.189941
	Iteration 10Q: 3 clusters Score -1.000848e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -10008550.000000 Penalty: 5398.189941
	Iteration 11Q: 3 clusters Score -1.000855e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -10008586.000000 Penalty: 5398.189941
	Iteration 12Q: 3 clusters Score -1.000859e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -10008633.000000 Penalty: 5398.189941
	Iteration 13Q: 3 clusters Score -1.000863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 53029 members 
Entering Unmasked Estep 
Score: -10008637.000000 Penalty: 5398.189941
	Iteration 14Q: 3 clusters Score -1.000864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -10008666.000000 Penalty: 5398.189941
	Iteration 15Q: 3 clusters Score -1.000867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -10008668.000000 Penalty: 5398.189941
	Iteration 16Q: 3 clusters Score -1.000867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -10008679.000000 Penalty: 5398.189941
	Iteration 17Q: 3 clusters Score -1.000868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -10008681.000000 Penalty: 5398.189941
	Iteration 18Q: 3 clusters Score -1.000868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -10008694.000000 Penalty: 5398.189941
	Iteration 19Q: 3 clusters Score -1.000869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -10008713.000000 Penalty: 5398.189941
	Iteration 20F: 3 clusters Score -1.000871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -10008714.000000 Penalty: 5398.189941
	Iteration 21Q: 3 clusters Score -1.000871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -10008716.000000 Penalty: 5398.189941
	Iteration 22Q: 3 clusters Score -1.000872e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10008708.000000 Penalty: 5398.189941
	Iteration 23Q: 3 clusters Score -1.000871e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -10008719.000000 Penalty: 5398.189941
	Iteration 24Q: 3 clusters Score -1.000872e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -10008719.000000 Penalty: 5398.189941
	Iteration 25F: 3 clusters Score -1.000872e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Entering Unmasked Estep 
Score: -1946329.500000 Penalty: 2296.642090
	Iteration 0F: 2 clusters Score -1946330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1938383.500000 Penalty: 4593.284180
	Iteration 0F: 3 clusters Score -1938384 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1940891.000000 Penalty: 4593.284180
	Iteration 1F: 3 clusters Score -1940891 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1941395.125000 Penalty: 4593.284180
	Iteration 2F: 3 clusters Score -1941395 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1941826.125000 Penalty: 4593.284180
	Iteration 3F: 3 clusters Score -1941826 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1942269.000000 Penalty: 4593.284180
	Iteration 4F: 3 clusters Score -1942269 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1942745.375000 Penalty: 4593.284180
	Iteration 5F: 3 clusters Score -1942745 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1943225.375000 Penalty: 4593.284180
	Iteration 6F: 3 clusters Score -1943225 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1943653.500000 Penalty: 4593.284180
	Iteration 7F: 3 clusters Score -1943654 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1943989.250000 Penalty: 4593.284180
	Iteration 8Q: 3 clusters Score -1943989 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1944214.125000 Penalty: 4593.284180
	Iteration 9Q: 3 clusters Score -1944214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1944341.625000 Penalty: 4593.284180
	Iteration 10Q: 3 clusters Score -1944342 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1944410.875000 Penalty: 4593.284180
	Iteration 11Q: 3 clusters Score -1944411 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1944454.875000 Penalty: 4593.284180
	Iteration 12Q: 3 clusters Score -1944455 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1944495.000000 Penalty: 4593.284180
	Iteration 13Q: 3 clusters Score -1944495 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1944519.625000 Penalty: 4593.284180
	Iteration 14Q: 3 clusters Score -1944520 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1944540.375000 Penalty: 4593.284180
	Iteration 15Q: 3 clusters Score -1944540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1944552.500000 Penalty: 4593.284180
	Iteration 16Q: 3 clusters Score -1944552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1944561.375000 Penalty: 4593.284180
	Iteration 17Q: 3 clusters Score -1944561 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1944568.500000 Penalty: 4593.284180
	Iteration 18Q: 3 clusters Score -1944568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1944574.500000 Penalty: 4593.284180
	Iteration 19Q: 3 clusters Score -1944574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1944579.500000 Penalty: 4593.284180
	Iteration 20F: 3 clusters Score -1944580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1944585.750000 Penalty: 4593.284180
	Iteration 21Q: 3 clusters Score -1944586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1944586.125000 Penalty: 4593.284180
	Iteration 22Q: 3 clusters Score -1944586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1944592.500000 Penalty: 4593.284180
	Iteration 23Q: 3 clusters Score -1944592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1944588.875000 Penalty: 4593.284180
	Iteration 24Q: 3 clusters Score -1944589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1944595.625000 Penalty: 4593.284180
	Iteration 25Q: 3 clusters Score -1944596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1944596.625000 Penalty: 4593.284180
	Iteration 26Q: 3 clusters Score -1944597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1944604.500000 Penalty: 4593.284180
	Iteration 27Q: 3 clusters Score -1944604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1944608.125000 Penalty: 4593.284180
	Iteration 28Q: 3 clusters Score -1944608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1944608.625000 Penalty: 4593.284180
	Iteration 29Q: 3 clusters Score -1944609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1944607.875000 Penalty: 4593.284180
	Iteration 30Q: 3 clusters Score -1944608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1944615.500000 Penalty: 4593.284180
	Iteration 31Q: 3 clusters Score -1944616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1944615.250000 Penalty: 4593.284180
	Iteration 32Q: 3 clusters Score -1944615 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1944621.750000 Penalty: 4593.284180
	Iteration 33Q: 3 clusters Score -1944622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1944625.125000 Penalty: 4593.284180
	Iteration 34Q: 3 clusters Score -1944625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1944635.000000 Penalty: 4593.284180
	Iteration 35Q: 3 clusters Score -1944635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1944647.125000 Penalty: 4593.284180
	Iteration 36Q: 3 clusters Score -1944647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1944660.875000 Penalty: 4593.284180
	Iteration 37Q: 3 clusters Score -1944661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1944675.625000 Penalty: 4593.284180
	Iteration 38Q: 3 clusters Score -1944676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1944689.500000 Penalty: 4593.284180
	Iteration 39Q: 3 clusters Score -1944690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1944714.375000 Penalty: 4593.284180
	Iteration 40F: 3 clusters Score -1944714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1944722.875000 Penalty: 4593.284180
	Iteration 41Q: 3 clusters Score -1944723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1944740.750000 Penalty: 4593.284180
	Iteration 42Q: 3 clusters Score -1944741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1944750.500000 Penalty: 4593.284180
	Iteration 43Q: 3 clusters Score -1944750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1944755.750000 Penalty: 4593.284180
	Iteration 44Q: 3 clusters Score -1944756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1944757.500000 Penalty: 4593.284180
	Iteration 45Q: 3 clusters Score -1944758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1944755.625000 Penalty: 4593.284180
	Iteration 46Q: 3 clusters Score -1944756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1944764.000000 Penalty: 4593.284180
	Iteration 47Q: 3 clusters Score -1944764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1944762.625000 Penalty: 4593.284180
	Iteration 48Q: 3 clusters Score -1944763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1944762.500000 Penalty: 4593.284180
	Iteration 49Q: 3 clusters Score -1944762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1944761.875000 Penalty: 4593.284180
	Iteration 50Q: 3 clusters Score -1944762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1944761.875000 Penalty: 4593.284180
	Iteration 51Q: 3 clusters Score -1944762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1944761.750000 Penalty: 4593.284180
	Iteration 52Q: 3 clusters Score -1944762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1944761.750000 Penalty: 4593.284180
	Iteration 53F: 3 clusters Score -1944762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Entering Unmasked Estep 
Score: -5494587.000000 Penalty: 2558.637451
	Iteration 0F: 2 clusters Score -5494587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5473963.000000 Penalty: 5117.274902
	Iteration 0F: 3 clusters Score -5473963 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5481292.500000 Penalty: 5117.274902
	Iteration 1F: 3 clusters Score -5481292 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5481764.500000 Penalty: 5117.274902
	Iteration 2Q: 3 clusters Score -5481764 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -5482176.500000 Penalty: 5117.274902
	Iteration 3Q: 3 clusters Score -5482176 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5482633.500000 Penalty: 5117.274902
	Iteration 4Q: 3 clusters Score -5482634 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -5483246.000000 Penalty: 5117.274902
	Iteration 5Q: 3 clusters Score -5483246 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5484114.500000 Penalty: 5117.274902
	Iteration 6F: 3 clusters Score -5484114 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5485447.500000 Penalty: 5117.274902
	Iteration 7F: 3 clusters Score -5485448 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -5487279.000000 Penalty: 5117.274902
	Iteration 8F: 3 clusters Score -5487279 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 5117.274902
	Iteration 9F: 3 clusters Score -5489302 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -5490903.500000 Penalty: 5117.274902
	Iteration 10F: 3 clusters Score -5490904 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5491742.000000 Penalty: 5117.274902
	Iteration 11Q: 3 clusters Score -5491742 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5492105.500000 Penalty: 5117.274902
	Iteration 12Q: 3 clusters Score -5492106 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5492254.000000 Penalty: 5117.274902
	Iteration 13Q: 3 clusters Score -5492254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5492388.000000 Penalty: 5117.274902
	Iteration 14Q: 3 clusters Score -5492388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5492436.500000 Penalty: 5117.274902
	Iteration 15Q: 3 clusters Score -5492436 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5492489.000000 Penalty: 5117.274902
	Iteration 16Q: 3 clusters Score -5492489 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5492542.500000 Penalty: 5117.274902
	Iteration 17Q: 3 clusters Score -5492542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5492562.500000 Penalty: 5117.274902
	Iteration 18Q: 3 clusters Score -5492562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5492584.500000 Penalty: 5117.274902
	Iteration 19Q: 3 clusters Score -5492584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5492597.000000 Penalty: 5117.274902
	Iteration 20F: 3 clusters Score -5492597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5492607.000000 Penalty: 5117.274902
	Iteration 21Q: 3 clusters Score -5492607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5492621.500000 Penalty: 5117.274902
	Iteration 22Q: 3 clusters Score -5492622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5492620.000000 Penalty: 5117.274902
	Iteration 23Q: 3 clusters Score -5492620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5492626.500000 Penalty: 5117.274902
	Iteration 24Q: 3 clusters Score -5492626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5492626.500000 Penalty: 5117.274902
	Iteration 25Q: 3 clusters Score -5492626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5492623.500000 Penalty: 5117.274902
	Iteration 26Q: 3 clusters Score -5492624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5492625.500000 Penalty: 5117.274902
	Iteration 27Q: 3 clusters Score -5492626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5492628.500000 Penalty: 5117.274902
	Iteration 28Q: 3 clusters Score -5492628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5492630.000000 Penalty: 5117.274902
	Iteration 29Q: 3 clusters Score -5492630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5492645.000000 Penalty: 5117.274902
	Iteration 30Q: 3 clusters Score -5492645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5492644.000000 Penalty: 5117.274902
	Iteration 31Q: 3 clusters Score -5492644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5492643.500000 Penalty: 5117.274902
	Iteration 32Q: 3 clusters Score -5492644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5492645.500000 Penalty: 5117.274902
	Iteration 33Q: 3 clusters Score -5492646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5492643.000000 Penalty: 5117.274902
	Iteration 34Q: 3 clusters Score -5492643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5492646.000000 Penalty: 5117.274902
	Iteration 35Q: 3 clusters Score -5492646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -5492651.000000 Penalty: 5117.274902
	Iteration 36Q: 3 clusters Score -5492651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5492651.500000 Penalty: 5117.274902
	Iteration 37Q: 3 clusters Score -5492652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -5492651.500000 Penalty: 5117.274902
	Iteration 38F: 3 clusters Score -5492652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Entering Unmasked Estep 
Score: -441544.250000 Penalty: 1945.857422
	Iteration 0F: 2 clusters Score -441544.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -438530.625000 Penalty: 3891.714844
	Iteration 0F: 3 clusters Score -438530.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -439213.375000 Penalty: 3891.714844
	Iteration 1F: 3 clusters Score -439213.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -439494.062500 Penalty: 3891.714844
	Iteration 2F: 3 clusters Score -439494.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -439744.500000 Penalty: 3891.714844
	Iteration 3F: 3 clusters Score -439744.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -439950.625000 Penalty: 3891.714844
	Iteration 4F: 3 clusters Score -439950.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -440204.250000 Penalty: 3891.714844
	Iteration 5F: 3 clusters Score -440204.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -440420.718750 Penalty: 3891.714844
	Iteration 6F: 3 clusters Score -440420.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -440575.343750 Penalty: 3891.714844
	Iteration 7Q: 3 clusters Score -440575.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -440680.812500 Penalty: 3891.714844
	Iteration 8Q: 3 clusters Score -440680.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -440747.625000 Penalty: 3891.714844
	Iteration 9Q: 3 clusters Score -440747.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -440790.312500 Penalty: 3891.714844
	Iteration 10Q: 3 clusters Score -440790.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -440818.593750 Penalty: 3891.714844
	Iteration 11Q: 3 clusters Score -440818.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -440834.656250 Penalty: 3891.714844
	Iteration 12Q: 3 clusters Score -440834.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -440843.000000 Penalty: 3891.714844
	Iteration 13Q: 3 clusters Score -440843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -440847.781250 Penalty: 3891.714844
	Iteration 14Q: 3 clusters Score -440847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -440850.718750 Penalty: 3891.714844
	Iteration 15Q: 3 clusters Score -440850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -440852.281250 Penalty: 3891.714844
	Iteration 16Q: 3 clusters Score -440852.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -440857.000000 Penalty: 3891.714844
	Iteration 17Q: 3 clusters Score -440857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -440859.687500 Penalty: 3891.714844
	Iteration 18Q: 3 clusters Score -440859.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -440861.750000 Penalty: 3891.714844
	Iteration 19Q: 3 clusters Score -440861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -440863.687500 Penalty: 3891.714844
	Iteration 20F: 3 clusters Score -440863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -440865.875000 Penalty: 3891.714844
	Iteration 21Q: 3 clusters Score -440865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -440867.406250 Penalty: 3891.714844
	Iteration 22Q: 3 clusters Score -440867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -440868.906250 Penalty: 3891.714844
	Iteration 23Q: 3 clusters Score -440868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440870.437500 Penalty: 3891.714844
	Iteration 24Q: 3 clusters Score -440870.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -440871.187500 Penalty: 3891.714844
	Iteration 25Q: 3 clusters Score -440871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -440872.500000 Penalty: 3891.714844
	Iteration 26Q: 3 clusters Score -440872.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -440873.812500 Penalty: 3891.714844
	Iteration 27Q: 3 clusters Score -440873.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -440873.812500 Penalty: 3891.714844
	Iteration 28F: 3 clusters Score -440873.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Entering Unmasked Estep 
Score: -1173028.875000 Penalty: 2169.225098
	Iteration 0F: 2 clusters Score -1173029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1167763.500000 Penalty: 4338.450195
	Iteration 0F: 3 clusters Score -1167764 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1169081.250000 Penalty: 4338.450195
	Iteration 1F: 3 clusters Score -1169081 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1169323.625000 Penalty: 4338.450195
	Iteration 2F: 3 clusters Score -1169324 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1169485.125000 Penalty: 4338.450195
	Iteration 3F: 3 clusters Score -1169485 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1169636.000000 Penalty: 4338.450195
	Iteration 4Q: 3 clusters Score -1169636 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1169791.375000 Penalty: 4338.450195
	Iteration 5Q: 3 clusters Score -1169791 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1169918.875000 Penalty: 4338.450195
	Iteration 6Q: 3 clusters Score -1169919 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1170057.500000 Penalty: 4338.450195
	Iteration 7Q: 3 clusters Score -1170058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1170182.250000 Penalty: 4338.450195
	Iteration 8Q: 3 clusters Score -1170182 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1170298.875000 Penalty: 4338.450195
	Iteration 9Q: 3 clusters Score -1170299 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1170425.250000 Penalty: 4338.450195
	Iteration 10Q: 3 clusters Score -1170425 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1170555.000000 Penalty: 4338.450195
	Iteration 11Q: 3 clusters Score -1170555 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1170683.375000 Penalty: 4338.450195
	Iteration 12Q: 3 clusters Score -1170683 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1170813.375000 Penalty: 4338.450195
	Iteration 13Q: 3 clusters Score -1170813 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1170972.250000 Penalty: 4338.450195
	Iteration 14Q: 3 clusters Score -1170972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1171122.000000 Penalty: 4338.450195
	Iteration 15Q: 3 clusters Score -1171122 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1171223.375000 Penalty: 4338.450195
	Iteration 16Q: 3 clusters Score -1171223 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1171305.625000 Penalty: 4338.450195
	Iteration 17Q: 3 clusters Score -1171306 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1171368.625000 Penalty: 4338.450195
	Iteration 18Q: 3 clusters Score -1171369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1171414.750000 Penalty: 4338.450195
	Iteration 19Q: 3 clusters Score -1171415 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1171445.375000 Penalty: 4338.450195
	Iteration 20F: 3 clusters Score -1171445 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1171465.375000 Penalty: 4338.450195
	Iteration 21Q: 3 clusters Score -1171465 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1171482.375000 Penalty: 4338.450195
	Iteration 22Q: 3 clusters Score -1171482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1171491.625000 Penalty: 4338.450195
	Iteration 23Q: 3 clusters Score -1171492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1171496.000000 Penalty: 4338.450195
	Iteration 24Q: 3 clusters Score -1171496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1171501.625000 Penalty: 4338.450195
	Iteration 25Q: 3 clusters Score -1171502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1171504.500000 Penalty: 4338.450195
	Iteration 26Q: 3 clusters Score -1171504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1171506.500000 Penalty: 4338.450195
	Iteration 27Q: 3 clusters Score -1171506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1171510.375000 Penalty: 4338.450195
	Iteration 28Q: 3 clusters Score -1171510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1171509.750000 Penalty: 4338.450195
	Iteration 29Q: 3 clusters Score -1171510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1171513.250000 Penalty: 4338.450195
	Iteration 30Q: 3 clusters Score -1171513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1171515.375000 Penalty: 4338.450195
	Iteration 31Q: 3 clusters Score -1171515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1171517.125000 Penalty: 4338.450195
	Iteration 32Q: 3 clusters Score -1171517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1171516.625000 Penalty: 4338.450195
	Iteration 33Q: 3 clusters Score -1171517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1171516.625000 Penalty: 4338.450195
	Iteration 34F: 3 clusters Score -1171517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45635.546875 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -45635.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44221.062500 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -44221.06 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44441.773438 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -44441.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44555.753906 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -44555.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44618.992188 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -44618.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -44648.277344 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -44648.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44680.957031 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -44680.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44728.914062 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -44728.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44730.066406 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -44730.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44737.792969 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -44737.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44749.691406 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -44749.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44752.703125 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -44752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44753.812500 Penalty: 3008.789795
	Iteration 11Q: 3 clusters Score -44753.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44753.812500 Penalty: 3008.789795
	Iteration 12F: 3 clusters Score -44753.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Entering Unmasked Estep 
Score: -8564263.000000 Penalty: 2660.824707
	Iteration 0F: 2 clusters Score -8564263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8535280.000000 Penalty: 5321.649414
	Iteration 0F: 3 clusters Score -8535280 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8547042.000000 Penalty: 5321.649414
	Iteration 1F: 3 clusters Score -8547042 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -8547820.000000 Penalty: 5321.649414
	Iteration 2Q: 3 clusters Score -8547820 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -8548956.000000 Penalty: 5321.649414
	Iteration 3Q: 3 clusters Score -8548956 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -8550724.000000 Penalty: 5321.649414
	Iteration 4F: 3 clusters Score -8550724 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -8553167.000000 Penalty: 5321.649414
	Iteration 5F: 3 clusters Score -8553167 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -8556495.000000 Penalty: 5321.649414
	Iteration 6F: 3 clusters Score -8556495 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8559487.000000 Penalty: 5321.649414
	Iteration 7F: 3 clusters Score -8559487 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -8561374.000000 Penalty: 5321.649414
	Iteration 8Q: 3 clusters Score -8561374 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8562167.000000 Penalty: 5321.649414
	Iteration 9Q: 3 clusters Score -8562167 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8562483.000000 Penalty: 5321.649414
	Iteration 10Q: 3 clusters Score -8562483 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8562657.000000 Penalty: 5321.649414
	Iteration 11Q: 3 clusters Score -8562657 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8562747.000000 Penalty: 5321.649414
	Iteration 12Q: 3 clusters Score -8562747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8562794.000000 Penalty: 5321.649414
	Iteration 13Q: 3 clusters Score -8562794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8562798.000000 Penalty: 5321.649414
	Iteration 14Q: 3 clusters Score -8562798 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8562797.000000 Penalty: 5321.649414
	Iteration 15Q: 3 clusters Score -8562797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8562793.000000 Penalty: 5321.649414
	Iteration 16Q: 3 clusters Score -8562793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8562791.000000 Penalty: 5321.649414
	Iteration 17Q: 3 clusters Score -8562791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44850 members 
Entering Unmasked Estep 
Score: -8562791.000000 Penalty: 5321.649414
	Iteration 18Q: 3 clusters Score -8562791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8562789.000000 Penalty: 5321.649414
	Iteration 19Q: 3 clusters Score -8562789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8562777.000000 Penalty: 5321.649414
	Iteration 20F: 3 clusters Score -8562777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8562777.000000 Penalty: 5321.649414
	Iteration 21Q: 3 clusters Score -8562777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8562777.000000 Penalty: 5321.649414
	Iteration 22Q: 3 clusters Score -8562777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8562773.000000 Penalty: 5321.649414
	Iteration 23Q: 3 clusters Score -8562773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 44909 members 
Entering Unmasked Estep 
Score: -8562774.000000 Penalty: 5321.649414
	Iteration 24Q: 3 clusters Score -8562774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -8562766.000000 Penalty: 5321.649414
	Iteration 25Q: 3 clusters Score -8562766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8562768.000000 Penalty: 5321.649414
	Iteration 26Q: 3 clusters Score -8562768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8562771.000000 Penalty: 5321.649414
	Iteration 27Q: 3 clusters Score -8562771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8562771.000000 Penalty: 5321.649414
	Iteration 28F: 3 clusters Score -8562771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Entering Unmasked Estep 
Score: -8375488.000000 Penalty: 2657.136963
	Iteration 0F: 2 clusters Score -8375488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -8345460.500000 Penalty: 5314.273926
	Iteration 0F: 3 clusters Score -8345460 nChanged 20862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8356885.000000 Penalty: 5314.273926
	Iteration 1F: 3 clusters Score -8356885 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -8357358.500000 Penalty: 5314.273926
	Iteration 2Q: 3 clusters Score -8357358 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8357713.000000 Penalty: 5314.273926
	Iteration 3Q: 3 clusters Score -8357713 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8358130.500000 Penalty: 5314.273926
	Iteration 4Q: 3 clusters Score -8358130 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8358523.000000 Penalty: 5314.273926
	Iteration 5Q: 3 clusters Score -8358523 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8359003.000000 Penalty: 5314.273926
	Iteration 6Q: 3 clusters Score -8359003 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -8359571.000000 Penalty: 5314.273926
	Iteration 7Q: 3 clusters Score -8359571 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -8360385.500000 Penalty: 5314.273926
	Iteration 8Q: 3 clusters Score -8360386 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8361633.000000 Penalty: 5314.273926
	Iteration 9Q: 3 clusters Score -8361633 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8363315.500000 Penalty: 5314.273926
	Iteration 10F: 3 clusters Score -8363316 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -8365468.000000 Penalty: 5314.273926
	Iteration 11F: 3 clusters Score -8365468 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -8367738.000000 Penalty: 5314.273926
	Iteration 12F: 3 clusters Score -8367738 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8369498.000000 Penalty: 5314.273926
	Iteration 13Q: 3 clusters Score -8369498 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8370861.000000 Penalty: 5314.273926
	Iteration 14Q: 3 clusters Score -8370861 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8371848.500000 Penalty: 5314.273926
	Iteration 15Q: 3 clusters Score -8371848 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8372355.500000 Penalty: 5314.273926
	Iteration 16Q: 3 clusters Score -8372356 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8372679.000000 Penalty: 5314.273926
	Iteration 17Q: 3 clusters Score -8372679 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8372862.500000 Penalty: 5314.273926
	Iteration 18Q: 3 clusters Score -8372862 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8372965.000000 Penalty: 5314.273926
	Iteration 19Q: 3 clusters Score -8372965 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8373047.000000 Penalty: 5314.273926
	Iteration 20F: 3 clusters Score -8373047 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8373127.000000 Penalty: 5314.273926
	Iteration 21Q: 3 clusters Score -8373127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8373177.000000 Penalty: 5314.273926
	Iteration 22Q: 3 clusters Score -8373177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8373202.000000 Penalty: 5314.273926
	Iteration 23Q: 3 clusters Score -8373202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8373218.000000 Penalty: 5314.273926
	Iteration 24Q: 3 clusters Score -8373218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8373252.000000 Penalty: 5314.273926
	Iteration 25Q: 3 clusters Score -8373252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44495 members 
Entering Unmasked Estep 
Score: -8373259.500000 Penalty: 5314.273926
	Iteration 26Q: 3 clusters Score -8373260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8373261.500000 Penalty: 5314.273926
	Iteration 27Q: 3 clusters Score -8373262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8373269.500000 Penalty: 5314.273926
	Iteration 28Q: 3 clusters Score -8373270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8373271.000000 Penalty: 5314.273926
	Iteration 29Q: 3 clusters Score -8373271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8373271.000000 Penalty: 5314.273926
	Iteration 30Q: 3 clusters Score -8373271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8373285.000000 Penalty: 5314.273926
	Iteration 31Q: 3 clusters Score -8373285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8373284.000000 Penalty: 5314.273926
	Iteration 32Q: 3 clusters Score -8373284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8373283.500000 Penalty: 5314.273926
	Iteration 33Q: 3 clusters Score -8373284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8373294.500000 Penalty: 5314.273926
	Iteration 34Q: 3 clusters Score -8373294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -8373297.000000 Penalty: 5314.273926
	Iteration 35Q: 3 clusters Score -8373297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8373288.500000 Penalty: 5314.273926
	Iteration 36Q: 3 clusters Score -8373288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8373304.500000 Penalty: 5314.273926
	Iteration 37Q: 3 clusters Score -8373304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8373302.500000 Penalty: 5314.273926
	Iteration 38Q: 3 clusters Score -8373302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8373304.000000 Penalty: 5314.273926
	Iteration 39Q: 3 clusters Score -8373304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -8373308.500000 Penalty: 5314.273926
	Iteration 40F: 3 clusters Score -8373308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5314.273926
	Iteration 41Q: 3 clusters Score -8373310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -8373310.000000 Penalty: 5314.273926
	Iteration 42F: 3 clusters Score -8373310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16322.478516 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16322.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16401.671875 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16401.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16418.675781 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16418.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -16435.787109 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16435.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -16447.550781 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16447.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -16459.699219 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16462.582031 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -16462.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16462.582031 Penalty: 2675.239258
	Iteration 7F: 3 clusters Score -16462.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 27156 members 
Mstep: Class 3 contains 51367 members 
Mstep: Class 4 contains 40634 members 
Mstep: Class 5 contains 49255 members 
Mstep: Class 6 contains 23143 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48277 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 42228 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48760 members 
Mstep: Class 16 contains 51782 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 53287 members 
Mstep: Class 21 contains 10516 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6291 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45667 members 
Mstep: Class 27 contains 44993 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144304.000000 Penalty: 93905.554688
Iteration 199Q: 29 clusters Score -1.371443e+08 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 26979 members 
Mstep: Class 3 contains 51362 members 
Mstep: Class 4 contains 40739 members 
Mstep: Class 5 contains 49252 members 
Mstep: Class 6 contains 23148 members 
Mstep: Class 7 contains 46784 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48280 members 
Mstep: Class 10 contains 43041 members 
Mstep: Class 11 contains 42253 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48815 members 
Mstep: Class 16 contains 51764 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 53204 members 
Mstep: Class 21 contains 10542 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6297 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45625 members 
Mstep: Class 27 contains 45123 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144288.000000 Penalty: 93905.554688
Iteration 200F: 29 clusters Score -1.371443e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 26802 members 
Mstep: Class 3 contains 51331 members 
Mstep: Class 4 contains 40835 members 
Mstep: Class 5 contains 49256 members 
Mstep: Class 6 contains 23150 members 
Mstep: Class 7 contains 46777 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48300 members 
Mstep: Class 10 contains 43037 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48870 members 
Mstep: Class 16 contains 51765 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 53146 members 
Mstep: Class 21 contains 10565 members 
Mstep: Class 22 contains 30252 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6313 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45594 members 
Mstep: Class 27 contains 45213 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144288.000000 Penalty: 93905.554688
Iteration 201Q: 29 clusters Score -1.371443e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 26633 members 
Mstep: Class 3 contains 51330 members 
Mstep: Class 4 contains 40938 members 
Mstep: Class 5 contains 49270 members 
Mstep: Class 6 contains 23151 members 
Mstep: Class 7 contains 46769 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48294 members 
Mstep: Class 10 contains 43019 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48920 members 
Mstep: Class 16 contains 51800 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 53084 members 
Mstep: Class 21 contains 10582 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6324 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45564 members 
Mstep: Class 27 contains 45289 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144208.000000 Penalty: 93905.554688
Iteration 202Q: 29 clusters Score -1.371442e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 26464 members 
Mstep: Class 3 contains 51313 members 
Mstep: Class 4 contains 41023 members 
Mstep: Class 5 contains 49290 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 46773 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 43007 members 
Mstep: Class 11 contains 42289 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 48978 members 
Mstep: Class 16 contains 51815 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 53048 members 
Mstep: Class 21 contains 10598 members 
Mstep: Class 22 contains 30267 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6338 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45550 members 
Mstep: Class 27 contains 45349 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144320.000000 Penalty: 93905.554688
Iteration 203Q: 29 clusters Score -1.371443e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 26306 members 
Mstep: Class 3 contains 51313 members 
Mstep: Class 4 contains 41103 members 
Mstep: Class 5 contains 49308 members 
Mstep: Class 6 contains 23152 members 
Mstep: Class 7 contains 46779 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48292 members 
Mstep: Class 10 contains 43020 members 
Mstep: Class 11 contains 42282 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49028 members 
Mstep: Class 16 contains 51808 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26517 members 
Mstep: Class 20 contains 53036 members 
Mstep: Class 21 contains 10619 members 
Mstep: Class 22 contains 30263 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45526 members 
Mstep: Class 27 contains 45373 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144320.000000 Penalty: 93905.554688
Iteration 204Q: 29 clusters Score -1.371443e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 26151 members 
Mstep: Class 3 contains 51262 members 
Mstep: Class 4 contains 41179 members 
Mstep: Class 5 contains 49333 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 46782 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48294 members 
Mstep: Class 10 contains 43036 members 
Mstep: Class 11 contains 42301 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49039 members 
Mstep: Class 16 contains 51878 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 53048 members 
Mstep: Class 21 contains 10642 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 6361 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45507 members 
Mstep: Class 27 contains 45365 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144432.000000 Penalty: 93905.554688
Iteration 205Q: 29 clusters Score -1.371444e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 25969 members 
Mstep: Class 3 contains 51263 members 
Mstep: Class 4 contains 41252 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 46748 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48296 members 
Mstep: Class 10 contains 43050 members 
Mstep: Class 11 contains 42300 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49052 members 
Mstep: Class 16 contains 51893 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 53073 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 30268 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6372 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45503 members 
Mstep: Class 27 contains 45350 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144432.000000 Penalty: 93905.554688
Iteration 206Q: 29 clusters Score -1.371444e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 25792 members 
Mstep: Class 3 contains 51273 members 
Mstep: Class 4 contains 41334 members 
Mstep: Class 5 contains 49358 members 
Mstep: Class 6 contains 23168 members 
Mstep: Class 7 contains 46737 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48308 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 42294 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49056 members 
Mstep: Class 16 contains 51914 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26512 members 
Mstep: Class 20 contains 53128 members 
Mstep: Class 21 contains 10676 members 
Mstep: Class 22 contains 30264 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6386 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45501 members 
Mstep: Class 27 contains 45331 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144400.000000 Penalty: 93905.554688
Iteration 207Q: 29 clusters Score -1.371444e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 25603 members 
Mstep: Class 3 contains 51312 members 
Mstep: Class 4 contains 41404 members 
Mstep: Class 5 contains 49340 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 46735 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48300 members 
Mstep: Class 10 contains 43090 members 
Mstep: Class 11 contains 42301 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49061 members 
Mstep: Class 16 contains 51918 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26513 members 
Mstep: Class 20 contains 53161 members 
Mstep: Class 21 contains 10691 members 
Mstep: Class 22 contains 30253 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45517 members 
Mstep: Class 27 contains 45301 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144208.000000 Penalty: 93905.554688
Iteration 208Q: 29 clusters Score -1.371442e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 25418 members 
Mstep: Class 3 contains 51356 members 
Mstep: Class 4 contains 41497 members 
Mstep: Class 5 contains 49342 members 
Mstep: Class 6 contains 23174 members 
Mstep: Class 7 contains 46717 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48308 members 
Mstep: Class 10 contains 43087 members 
Mstep: Class 11 contains 42311 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49062 members 
Mstep: Class 16 contains 51930 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26516 members 
Mstep: Class 20 contains 53169 members 
Mstep: Class 21 contains 10705 members 
Mstep: Class 22 contains 30252 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6424 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45537 members 
Mstep: Class 27 contains 45263 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144176.000000 Penalty: 93905.554688
Iteration 209Q: 29 clusters Score -1.371442e+08 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 25239 members 
Mstep: Class 3 contains 51394 members 
Mstep: Class 4 contains 41595 members 
Mstep: Class 5 contains 49363 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 46702 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48320 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 11 contains 42319 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49069 members 
Mstep: Class 16 contains 51944 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26512 members 
Mstep: Class 20 contains 53209 members 
Mstep: Class 21 contains 10716 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6438 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45555 members 
Mstep: Class 27 contains 45211 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144192.000000 Penalty: 93905.554688
Iteration 210Q: 29 clusters Score -1.371442e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 25064 members 
Mstep: Class 3 contains 51401 members 
Mstep: Class 4 contains 41715 members 
Mstep: Class 5 contains 49394 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 46677 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48321 members 
Mstep: Class 10 contains 43063 members 
Mstep: Class 11 contains 42319 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49090 members 
Mstep: Class 16 contains 51968 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26522 members 
Mstep: Class 20 contains 53217 members 
Mstep: Class 21 contains 10723 members 
Mstep: Class 22 contains 30244 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6450 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45575 members 
Mstep: Class 27 contains 45176 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144416.000000 Penalty: 93905.554688
Iteration 211Q: 29 clusters Score -1.371444e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 24895 members 
Mstep: Class 3 contains 51403 members 
Mstep: Class 4 contains 41813 members 
Mstep: Class 5 contains 49410 members 
Mstep: Class 6 contains 23179 members 
Mstep: Class 7 contains 46660 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48324 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 42304 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49114 members 
Mstep: Class 16 contains 51973 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 53222 members 
Mstep: Class 21 contains 10729 members 
Mstep: Class 22 contains 30246 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6465 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45605 members 
Mstep: Class 27 contains 45141 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144688.000000 Penalty: 93905.554688
Iteration 212Q: 29 clusters Score -1.371447e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 24728 members 
Mstep: Class 3 contains 51416 members 
Mstep: Class 4 contains 41915 members 
Mstep: Class 5 contains 49417 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 46635 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48324 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 11 contains 42297 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49128 members 
Mstep: Class 16 contains 51999 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 53234 members 
Mstep: Class 21 contains 10730 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6484 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45625 members 
Mstep: Class 27 contains 45114 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144912.000000 Penalty: 93905.554688
Iteration 213Q: 29 clusters Score -1.371449e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 24544 members 
Mstep: Class 3 contains 51422 members 
Mstep: Class 4 contains 42028 members 
Mstep: Class 5 contains 49409 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48333 members 
Mstep: Class 10 contains 43100 members 
Mstep: Class 11 contains 42295 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49160 members 
Mstep: Class 16 contains 52022 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26532 members 
Mstep: Class 20 contains 53254 members 
Mstep: Class 21 contains 10738 members 
Mstep: Class 22 contains 30244 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6498 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45631 members 
Mstep: Class 27 contains 45089 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144720.000000 Penalty: 93905.554688
Iteration 214Q: 29 clusters Score -1.371447e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 24358 members 
Mstep: Class 3 contains 51457 members 
Mstep: Class 4 contains 42150 members 
Mstep: Class 5 contains 49428 members 
Mstep: Class 6 contains 23177 members 
Mstep: Class 7 contains 46610 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48347 members 
Mstep: Class 10 contains 43082 members 
Mstep: Class 11 contains 42315 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49192 members 
Mstep: Class 16 contains 51991 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26524 members 
Mstep: Class 20 contains 53276 members 
Mstep: Class 21 contains 10747 members 
Mstep: Class 22 contains 30236 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6517 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45630 members 
Mstep: Class 27 contains 45067 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144800.000000 Penalty: 93905.554688
Iteration 215Q: 29 clusters Score -1.371448e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 24157 members 
Mstep: Class 3 contains 51461 members 
Mstep: Class 4 contains 42264 members 
Mstep: Class 5 contains 49435 members 
Mstep: Class 6 contains 23177 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 43108 members 
Mstep: Class 11 contains 42320 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49242 members 
Mstep: Class 16 contains 51987 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26514 members 
Mstep: Class 20 contains 53303 members 
Mstep: Class 21 contains 10751 members 
Mstep: Class 22 contains 30236 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6537 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45629 members 
Mstep: Class 27 contains 45042 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144896.000000 Penalty: 93905.554688
Iteration 216Q: 29 clusters Score -1.371449e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 23954 members 
Mstep: Class 3 contains 51469 members 
Mstep: Class 4 contains 42380 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 23172 members 
Mstep: Class 7 contains 46604 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 43132 members 
Mstep: Class 11 contains 42327 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49289 members 
Mstep: Class 16 contains 52010 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26511 members 
Mstep: Class 20 contains 53324 members 
Mstep: Class 21 contains 10762 members 
Mstep: Class 22 contains 30226 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6551 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45635 members 
Mstep: Class 27 contains 45000 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144848.000000 Penalty: 93905.554688
Iteration 217Q: 29 clusters Score -1.371448e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 23774 members 
Mstep: Class 3 contains 51456 members 
Mstep: Class 4 contains 42484 members 
Mstep: Class 5 contains 49416 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 46605 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 43152 members 
Mstep: Class 11 contains 42336 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49337 members 
Mstep: Class 16 contains 52020 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26510 members 
Mstep: Class 20 contains 53327 members 
Mstep: Class 21 contains 10769 members 
Mstep: Class 22 contains 30224 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6569 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45651 members 
Mstep: Class 27 contains 44963 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144736.000000 Penalty: 93905.554688
Iteration 218Q: 29 clusters Score -1.371447e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 23575 members 
Mstep: Class 3 contains 51464 members 
Mstep: Class 4 contains 42566 members 
Mstep: Class 5 contains 49410 members 
Mstep: Class 6 contains 23171 members 
Mstep: Class 7 contains 46615 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48416 members 
Mstep: Class 10 contains 43174 members 
Mstep: Class 11 contains 42342 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49397 members 
Mstep: Class 16 contains 52035 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26510 members 
Mstep: Class 20 contains 53323 members 
Mstep: Class 21 contains 10773 members 
Mstep: Class 22 contains 30222 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6586 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45654 members 
Mstep: Class 27 contains 44938 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144624.000000 Penalty: 93905.554688
Iteration 219Q: 29 clusters Score -1.371446e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 23378 members 
Mstep: Class 3 contains 51489 members 
Mstep: Class 4 contains 42661 members 
Mstep: Class 5 contains 49446 members 
Mstep: Class 6 contains 23171 members 
Mstep: Class 7 contains 46615 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48416 members 
Mstep: Class 10 contains 43185 members 
Mstep: Class 11 contains 42334 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49440 members 
Mstep: Class 16 contains 52051 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26503 members 
Mstep: Class 20 contains 53306 members 
Mstep: Class 21 contains 10779 members 
Mstep: Class 22 contains 30225 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6610 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45658 members 
Mstep: Class 27 contains 44926 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144720.000000 Penalty: 93905.554688
Iteration 220F: 29 clusters Score -1.371447e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 23176 members 
Mstep: Class 3 contains 51478 members 
Mstep: Class 4 contains 42757 members 
Mstep: Class 5 contains 49458 members 
Mstep: Class 6 contains 23166 members 
Mstep: Class 7 contains 46621 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 43208 members 
Mstep: Class 11 contains 42330 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49461 members 
Mstep: Class 16 contains 52062 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 53313 members 
Mstep: Class 21 contains 10788 members 
Mstep: Class 22 contains 30225 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6625 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45654 members 
Mstep: Class 27 contains 44911 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144672.000000 Penalty: 93905.554688
Iteration 221Q: 29 clusters Score -1.371447e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 22996 members 
Mstep: Class 3 contains 51478 members 
Mstep: Class 4 contains 42866 members 
Mstep: Class 5 contains 49471 members 
Mstep: Class 6 contains 23167 members 
Mstep: Class 7 contains 46630 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48428 members 
Mstep: Class 10 contains 43216 members 
Mstep: Class 11 contains 42301 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49462 members 
Mstep: Class 16 contains 52094 members 
Mstep: Class 17 contains 3056 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26497 members 
Mstep: Class 20 contains 53320 members 
Mstep: Class 21 contains 10789 members 
Mstep: Class 22 contains 30228 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6646 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45663 members 
Mstep: Class 27 contains 44900 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144736.000000 Penalty: 93905.554688
Iteration 222Q: 29 clusters Score -1.371447e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 22809 members 
Mstep: Class 3 contains 51494 members 
Mstep: Class 4 contains 42973 members 
Mstep: Class 5 contains 49471 members 
Mstep: Class 6 contains 23166 members 
Mstep: Class 7 contains 46635 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49461 members 
Mstep: Class 16 contains 52102 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 53365 members 
Mstep: Class 21 contains 10797 members 
Mstep: Class 22 contains 30233 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6664 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45667 members 
Mstep: Class 27 contains 44868 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144800.000000 Penalty: 93905.554688
Iteration 223Q: 29 clusters Score -1.371448e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 22639 members 
Mstep: Class 3 contains 51489 members 
Mstep: Class 4 contains 43085 members 
Mstep: Class 5 contains 49502 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 46635 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 42261 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49467 members 
Mstep: Class 16 contains 52109 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26499 members 
Mstep: Class 20 contains 53382 members 
Mstep: Class 21 contains 10798 members 
Mstep: Class 22 contains 30235 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6685 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45690 members 
Mstep: Class 27 contains 44841 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144736.000000 Penalty: 93905.554688
Iteration 224Q: 29 clusters Score -1.371447e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 22469 members 
Mstep: Class 3 contains 51469 members 
Mstep: Class 4 contains 43192 members 
Mstep: Class 5 contains 49480 members 
Mstep: Class 6 contains 23165 members 
Mstep: Class 7 contains 46640 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48423 members 
Mstep: Class 10 contains 43228 members 
Mstep: Class 11 contains 42245 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49487 members 
Mstep: Class 16 contains 52146 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26501 members 
Mstep: Class 20 contains 53415 members 
Mstep: Class 21 contains 10795 members 
Mstep: Class 22 contains 30242 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45709 members 
Mstep: Class 27 contains 44821 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144784.000000 Penalty: 93905.554688
Iteration 225Q: 29 clusters Score -1.371448e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 22322 members 
Mstep: Class 3 contains 51434 members 
Mstep: Class 4 contains 43293 members 
Mstep: Class 5 contains 49453 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 46631 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 43212 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49530 members 
Mstep: Class 16 contains 52167 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26502 members 
Mstep: Class 20 contains 53452 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 30246 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 6710 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45723 members 
Mstep: Class 27 contains 44817 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144672.000000 Penalty: 93905.554688
Iteration 226Q: 29 clusters Score -1.371447e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 22152 members 
Mstep: Class 3 contains 51419 members 
Mstep: Class 4 contains 43392 members 
Mstep: Class 5 contains 49456 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 46634 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 43194 members 
Mstep: Class 11 contains 42194 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49583 members 
Mstep: Class 16 contains 52175 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 53447 members 
Mstep: Class 21 contains 10795 members 
Mstep: Class 22 contains 30250 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6720 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45734 members 
Mstep: Class 27 contains 44821 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144864.000000 Penalty: 93905.554688
Iteration 227Q: 29 clusters Score -1.371449e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 21968 members 
Mstep: Class 3 contains 51425 members 
Mstep: Class 4 contains 43493 members 
Mstep: Class 5 contains 49484 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 46633 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48407 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 42171 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49598 members 
Mstep: Class 16 contains 52193 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26499 members 
Mstep: Class 20 contains 53436 members 
Mstep: Class 21 contains 10796 members 
Mstep: Class 22 contains 30247 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6726 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45756 members 
Mstep: Class 27 contains 44818 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145168.000000 Penalty: 93905.554688
Iteration 228Q: 29 clusters Score -1.371452e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 21772 members 
Mstep: Class 3 contains 51424 members 
Mstep: Class 4 contains 43608 members 
Mstep: Class 5 contains 49526 members 
Mstep: Class 6 contains 23162 members 
Mstep: Class 7 contains 46622 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 43180 members 
Mstep: Class 11 contains 42142 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49616 members 
Mstep: Class 16 contains 52225 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 53429 members 
Mstep: Class 21 contains 10797 members 
Mstep: Class 22 contains 30249 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6736 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45769 members 
Mstep: Class 27 contains 44814 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145072.000000 Penalty: 93905.554688
Iteration 229Q: 29 clusters Score -1.371451e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 21606 members 
Mstep: Class 3 contains 51424 members 
Mstep: Class 4 contains 43733 members 
Mstep: Class 5 contains 49593 members 
Mstep: Class 6 contains 23160 members 
Mstep: Class 7 contains 46622 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48397 members 
Mstep: Class 10 contains 43170 members 
Mstep: Class 11 contains 42121 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49640 members 
Mstep: Class 16 contains 52230 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 53425 members 
Mstep: Class 21 contains 10799 members 
Mstep: Class 22 contains 30247 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45782 members 
Mstep: Class 27 contains 44775 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144960.000000 Penalty: 93905.554688
Iteration 230Q: 29 clusters Score -1.37145e+08 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 51420 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 49660 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 46627 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 43195 members 
Mstep: Class 11 contains 42095 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49641 members 
Mstep: Class 16 contains 52251 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26477 members 
Mstep: Class 20 contains 53441 members 
Mstep: Class 21 contains 10805 members 
Mstep: Class 22 contains 30241 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6753 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45792 members 
Mstep: Class 27 contains 44757 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145104.000000 Penalty: 93905.554688
Iteration 231Q: 29 clusters Score -1.371451e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 21242 members 
Mstep: Class 3 contains 51381 members 
Mstep: Class 4 contains 43964 members 
Mstep: Class 5 contains 49695 members 
Mstep: Class 6 contains 23156 members 
Mstep: Class 7 contains 46635 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 43196 members 
Mstep: Class 11 contains 42099 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49662 members 
Mstep: Class 16 contains 52278 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26465 members 
Mstep: Class 20 contains 53460 members 
Mstep: Class 21 contains 10810 members 
Mstep: Class 22 contains 30240 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6766 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45790 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145232.000000 Penalty: 93905.554688
Iteration 232Q: 29 clusters Score -1.371452e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 21055 members 
Mstep: Class 3 contains 51363 members 
Mstep: Class 4 contains 44075 members 
Mstep: Class 5 contains 49745 members 
Mstep: Class 6 contains 23154 members 
Mstep: Class 7 contains 46633 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48402 members 
Mstep: Class 10 contains 43196 members 
Mstep: Class 11 contains 42108 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49664 members 
Mstep: Class 16 contains 52295 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26460 members 
Mstep: Class 20 contains 53473 members 
Mstep: Class 21 contains 10811 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45799 members 
Mstep: Class 27 contains 44752 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145280.000000 Penalty: 93905.554688
Iteration 233Q: 29 clusters Score -1.371453e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 20868 members 
Mstep: Class 3 contains 51399 members 
Mstep: Class 4 contains 44166 members 
Mstep: Class 5 contains 49769 members 
Mstep: Class 6 contains 23158 members 
Mstep: Class 7 contains 46608 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 43207 members 
Mstep: Class 11 contains 42119 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49671 members 
Mstep: Class 16 contains 52299 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26461 members 
Mstep: Class 20 contains 53515 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 30248 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6780 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45796 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145440.000000 Penalty: 93905.554688
Iteration 234Q: 29 clusters Score -1.371454e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 20671 members 
Mstep: Class 3 contains 51411 members 
Mstep: Class 4 contains 44237 members 
Mstep: Class 5 contains 49805 members 
Mstep: Class 6 contains 23160 members 
Mstep: Class 7 contains 46613 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 43213 members 
Mstep: Class 11 contains 42132 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49701 members 
Mstep: Class 16 contains 52312 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26452 members 
Mstep: Class 20 contains 53526 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 30258 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6786 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45815 members 
Mstep: Class 27 contains 44729 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145664.000000 Penalty: 93905.554688
Iteration 235Q: 29 clusters Score -1.371457e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 20505 members 
Mstep: Class 3 contains 51436 members 
Mstep: Class 4 contains 44291 members 
Mstep: Class 5 contains 49835 members 
Mstep: Class 6 contains 23164 members 
Mstep: Class 7 contains 46589 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48376 members 
Mstep: Class 10 contains 43230 members 
Mstep: Class 11 contains 42136 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49698 members 
Mstep: Class 16 contains 52336 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26448 members 
Mstep: Class 20 contains 53561 members 
Mstep: Class 21 contains 10818 members 
Mstep: Class 22 contains 30273 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6805 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45814 members 
Mstep: Class 27 contains 44710 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145456.000000 Penalty: 93905.554688
Iteration 236Q: 29 clusters Score -1.371455e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 20318 members 
Mstep: Class 3 contains 51468 members 
Mstep: Class 4 contains 44332 members 
Mstep: Class 5 contains 49861 members 
Mstep: Class 6 contains 23169 members 
Mstep: Class 7 contains 46586 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 43253 members 
Mstep: Class 11 contains 42130 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49695 members 
Mstep: Class 16 contains 52339 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26440 members 
Mstep: Class 20 contains 53609 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 30270 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6820 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45832 members 
Mstep: Class 27 contains 44702 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145552.000000 Penalty: 93905.554688
Iteration 237Q: 29 clusters Score -1.371456e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 20109 members 
Mstep: Class 3 contains 51452 members 
Mstep: Class 4 contains 44352 members 
Mstep: Class 5 contains 49891 members 
Mstep: Class 6 contains 23170 members 
Mstep: Class 7 contains 46588 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 43279 members 
Mstep: Class 11 contains 42122 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49706 members 
Mstep: Class 16 contains 52325 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26435 members 
Mstep: Class 20 contains 53673 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 30284 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6840 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45855 members 
Mstep: Class 27 contains 44706 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145536.000000 Penalty: 93905.554688
Iteration 238Q: 29 clusters Score -1.371455e+08 nChanged 1240
Entering ConstructFrom: 
Score: -137145536.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (46571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Entering Unmasked Estep 
Score: -8745834.000000 Penalty: 2665.686035
	Iteration 0F: 2 clusters Score -8745834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8715629.000000 Penalty: 5331.372070
	Iteration 0F: 3 clusters Score -8715629 nChanged 21518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -8727333.000000 Penalty: 5331.372070
	Iteration 1F: 3 clusters Score -8727333 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8727811.000000 Penalty: 5331.372070
	Iteration 2Q: 3 clusters Score -8727811 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -8728299.000000 Penalty: 5331.372070
	Iteration 3Q: 3 clusters Score -8728299 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -8728656.000000 Penalty: 5331.372070
	Iteration 4Q: 3 clusters Score -8728656 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -8729137.000000 Penalty: 5331.372070
	Iteration 5Q: 3 clusters Score -8729137 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -8729830.000000 Penalty: 5331.372070
	Iteration 6Q: 3 clusters Score -8729830 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -8730948.000000 Penalty: 5331.372070
	Iteration 7Q: 3 clusters Score -8730948 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -8732509.000000 Penalty: 5331.372070
	Iteration 8F: 3 clusters Score -8732509 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -8734916.000000 Penalty: 5331.372070
	Iteration 9F: 3 clusters Score -8734916 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -8737868.000000 Penalty: 5331.372070
	Iteration 10F: 3 clusters Score -8737868 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -8740673.000000 Penalty: 5331.372070
	Iteration 11F: 3 clusters Score -8740673 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8742342.000000 Penalty: 5331.372070
	Iteration 12Q: 3 clusters Score -8742342 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8743032.000000 Penalty: 5331.372070
	Iteration 13Q: 3 clusters Score -8743032 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8743363.000000 Penalty: 5331.372070
	Iteration 14Q: 3 clusters Score -8743363 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8743506.000000 Penalty: 5331.372070
	Iteration 15Q: 3 clusters Score -8743506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8743536.000000 Penalty: 5331.372070
	Iteration 16Q: 3 clusters Score -8743536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -8743545.000000 Penalty: 5331.372070
	Iteration 17Q: 3 clusters Score -8743545 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8743558.000000 Penalty: 5331.372070
	Iteration 18Q: 3 clusters Score -8743558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8743572.000000 Penalty: 5331.372070
	Iteration 19Q: 3 clusters Score -8743572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -8743586.000000 Penalty: 5331.372070
	Iteration 20F: 3 clusters Score -8743586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -8743588.000000 Penalty: 5331.372070
	Iteration 21Q: 3 clusters Score -8743588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8743591.000000 Penalty: 5331.372070
	Iteration 22Q: 3 clusters Score -8743591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -8743597.000000 Penalty: 5331.372070
	Iteration 23Q: 3 clusters Score -8743597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8743592.000000 Penalty: 5331.372070
	Iteration 24Q: 3 clusters Score -8743592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8743597.000000 Penalty: 5331.372070
	Iteration 25Q: 3 clusters Score -8743597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8743597.000000 Penalty: 5331.372070
	Iteration 26Q: 3 clusters Score -8743597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -8743598.000000 Penalty: 5331.372070
	Iteration 27Q: 3 clusters Score -8743598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8743596.000000 Penalty: 5331.372070
	Iteration 28Q: 3 clusters Score -8743596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8743601.000000 Penalty: 5331.372070
	Iteration 29Q: 3 clusters Score -8743601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8743602.000000 Penalty: 5331.372070
	Iteration 30Q: 3 clusters Score -8743602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -8743603.000000 Penalty: 5331.372070
	Iteration 31Q: 3 clusters Score -8743603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -8743603.000000 Penalty: 5331.372070
	Iteration 32F: 3 clusters Score -8743603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Entering Unmasked Estep 
Score: -3717586.000000 Penalty: 2455.332275
	Iteration 0F: 2 clusters Score -3717586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3703693.250000 Penalty: 4910.664551
	Iteration 0F: 3 clusters Score -3703693 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3708205.750000 Penalty: 4910.664551
	Iteration 1F: 3 clusters Score -3708206 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -3708581.250000 Penalty: 4910.664551
	Iteration 2F: 3 clusters Score -3708581 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -3708844.500000 Penalty: 4910.664551
	Iteration 3Q: 3 clusters Score -3708844 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3709052.000000 Penalty: 4910.664551
	Iteration 4Q: 3 clusters Score -3709052 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -3709242.500000 Penalty: 4910.664551
	Iteration 5Q: 3 clusters Score -3709242 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3709409.250000 Penalty: 4910.664551
	Iteration 6Q: 3 clusters Score -3709409 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -3709555.250000 Penalty: 4910.664551
	Iteration 7Q: 3 clusters Score -3709555 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -3709712.500000 Penalty: 4910.664551
	Iteration 8Q: 3 clusters Score -3709712 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3709849.250000 Penalty: 4910.664551
	Iteration 9Q: 3 clusters Score -3709849 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3710004.750000 Penalty: 4910.664551
	Iteration 10Q: 3 clusters Score -3710005 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3710150.750000 Penalty: 4910.664551
	Iteration 11Q: 3 clusters Score -3710151 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3710340.500000 Penalty: 4910.664551
	Iteration 12Q: 3 clusters Score -3710340 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3710574.250000 Penalty: 4910.664551
	Iteration 13Q: 3 clusters Score -3710574 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3710857.500000 Penalty: 4910.664551
	Iteration 14Q: 3 clusters Score -3710858 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -3711247.000000 Penalty: 4910.664551
	Iteration 15Q: 3 clusters Score -3711247 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3711763.000000 Penalty: 4910.664551
	Iteration 16Q: 3 clusters Score -3711763 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3712395.500000 Penalty: 4910.664551
	Iteration 17Q: 3 clusters Score -3712396 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3712992.500000 Penalty: 4910.664551
	Iteration 18Q: 3 clusters Score -3712992 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -3713549.000000 Penalty: 4910.664551
	Iteration 19Q: 3 clusters Score -3713549 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3714002.250000 Penalty: 4910.664551
	Iteration 20F: 3 clusters Score -3714002 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3714353.500000 Penalty: 4910.664551
	Iteration 21Q: 3 clusters Score -3714354 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -3714633.250000 Penalty: 4910.664551
	Iteration 22Q: 3 clusters Score -3714633 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -3714835.750000 Penalty: 4910.664551
	Iteration 23Q: 3 clusters Score -3714836 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3714974.500000 Penalty: 4910.664551
	Iteration 24Q: 3 clusters Score -3714974 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3715134.000000 Penalty: 4910.664551
	Iteration 25Q: 3 clusters Score -3715134 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3715241.250000 Penalty: 4910.664551
	Iteration 26Q: 3 clusters Score -3715241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3715332.750000 Penalty: 4910.664551
	Iteration 27Q: 3 clusters Score -3715333 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -3715383.000000 Penalty: 4910.664551
	Iteration 28Q: 3 clusters Score -3715383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -3715417.750000 Penalty: 4910.664551
	Iteration 29Q: 3 clusters Score -3715418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3715436.750000 Penalty: 4910.664551
	Iteration 30Q: 3 clusters Score -3715437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3715449.250000 Penalty: 4910.664551
	Iteration 31Q: 3 clusters Score -3715449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3715462.250000 Penalty: 4910.664551
	Iteration 32Q: 3 clusters Score -3715462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -3715476.750000 Penalty: 4910.664551
	Iteration 33Q: 3 clusters Score -3715477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -3715493.250000 Penalty: 4910.664551
	Iteration 34Q: 3 clusters Score -3715493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -3715500.000000 Penalty: 4910.664551
	Iteration 35Q: 3 clusters Score -3715500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -3715507.750000 Penalty: 4910.664551
	Iteration 36Q: 3 clusters Score -3715508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -3715510.750000 Penalty: 4910.664551
	Iteration 37Q: 3 clusters Score -3715511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3715514.750000 Penalty: 4910.664551
	Iteration 38Q: 3 clusters Score -3715515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3715526.250000 Penalty: 4910.664551
	Iteration 39Q: 3 clusters Score -3715526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3715534.250000 Penalty: 4910.664551
	Iteration 40F: 3 clusters Score -3715534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3715534.000000 Penalty: 4910.664551
	Iteration 41Q: 3 clusters Score -3715534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3715539.250000 Penalty: 4910.664551
	Iteration 42Q: 3 clusters Score -3715539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3715548.750000 Penalty: 4910.664551
	Iteration 43Q: 3 clusters Score -3715549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -3715554.250000 Penalty: 4910.664551
	Iteration 44Q: 3 clusters Score -3715554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3715556.750000 Penalty: 4910.664551
	Iteration 45Q: 3 clusters Score -3715557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3715559.000000 Penalty: 4910.664551
	Iteration 46Q: 3 clusters Score -3715559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -3715561.250000 Penalty: 4910.664551
	Iteration 47Q: 3 clusters Score -3715561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -3715562.500000 Penalty: 4910.664551
	Iteration 48Q: 3 clusters Score -3715562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -3715563.250000 Penalty: 4910.664551
	Iteration 49Q: 3 clusters Score -3715563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3715565.500000 Penalty: 4910.664551
	Iteration 50Q: 3 clusters Score -3715566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -3715567.000000 Penalty: 4910.664551
	Iteration 51Q: 3 clusters Score -3715567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3715567.500000 Penalty: 4910.664551
	Iteration 52Q: 3 clusters Score -3715568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3715567.500000 Penalty: 4910.664551
	Iteration 53F: 3 clusters Score -3715568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Entering Unmasked Estep 
Score: -9700727.000000 Penalty: 2690.254883
	Iteration 0F: 2 clusters Score -9700727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -9670153.000000 Penalty: 5380.509766
	Iteration 0F: 3 clusters Score -9670153 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -9683478.000000 Penalty: 5380.509766
	Iteration 1F: 3 clusters Score -9683478 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -9684191.000000 Penalty: 5380.509766
	Iteration 2Q: 3 clusters Score -9684191 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -9684851.000000 Penalty: 5380.509766
	Iteration 3Q: 3 clusters Score -9684851 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -9685704.000000 Penalty: 5380.509766
	Iteration 4Q: 3 clusters Score -9685704 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9686766.000000 Penalty: 5380.509766
	Iteration 5Q: 3 clusters Score -9686766 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -9688053.000000 Penalty: 5380.509766
	Iteration 6Q: 3 clusters Score -9688053 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -9689985.000000 Penalty: 5380.509766
	Iteration 7F: 3 clusters Score -9689985 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -9692692.000000 Penalty: 5380.509766
	Iteration 8F: 3 clusters Score -9692692 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9695278.000000 Penalty: 5380.509766
	Iteration 9F: 3 clusters Score -9695278 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -9696860.000000 Penalty: 5380.509766
	Iteration 10F: 3 clusters Score -9696860 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -9697552.000000 Penalty: 5380.509766
	Iteration 11Q: 3 clusters Score -9697552 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -9697916.000000 Penalty: 5380.509766
	Iteration 12Q: 3 clusters Score -9697916 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -9698193.000000 Penalty: 5380.509766
	Iteration 13Q: 3 clusters Score -9698193 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -9698467.000000 Penalty: 5380.509766
	Iteration 14Q: 3 clusters Score -9698467 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -9698615.000000 Penalty: 5380.509766
	Iteration 15Q: 3 clusters Score -9698615 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -9698751.000000 Penalty: 5380.509766
	Iteration 16Q: 3 clusters Score -9698751 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -9698930.000000 Penalty: 5380.509766
	Iteration 17Q: 3 clusters Score -9698930 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -9699044.000000 Penalty: 5380.509766
	Iteration 18Q: 3 clusters Score -9699044 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9699177.000000 Penalty: 5380.509766
	Iteration 19Q: 3 clusters Score -9699177 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -9699251.000000 Penalty: 5380.509766
	Iteration 20F: 3 clusters Score -9699251 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -9699317.000000 Penalty: 5380.509766
	Iteration 21Q: 3 clusters Score -9699317 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -9699357.000000 Penalty: 5380.509766
	Iteration 22Q: 3 clusters Score -9699357 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -9699389.000000 Penalty: 5380.509766
	Iteration 23Q: 3 clusters Score -9699389 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -9699413.000000 Penalty: 5380.509766
	Iteration 24Q: 3 clusters Score -9699413 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -9699459.000000 Penalty: 5380.509766
	Iteration 25Q: 3 clusters Score -9699459 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -9699492.000000 Penalty: 5380.509766
	Iteration 26Q: 3 clusters Score -9699492 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -9699521.000000 Penalty: 5380.509766
	Iteration 27Q: 3 clusters Score -9699521 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -9699579.000000 Penalty: 5380.509766
	Iteration 28Q: 3 clusters Score -9699579 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -9699573.000000 Penalty: 5380.509766
	Iteration 29Q: 3 clusters Score -9699573 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -9699563.000000 Penalty: 5380.509766
	Iteration 30Q: 3 clusters Score -9699563 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -9699546.000000 Penalty: 5380.509766
	Iteration 31Q: 3 clusters Score -9699546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -9699562.000000 Penalty: 5380.509766
	Iteration 32Q: 3 clusters Score -9699562 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -9699550.000000 Penalty: 5380.509766
	Iteration 33Q: 3 clusters Score -9699550 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -9699540.000000 Penalty: 5380.509766
	Iteration 34Q: 3 clusters Score -9699540 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -9699546.000000 Penalty: 5380.509766
	Iteration 35Q: 3 clusters Score -9699546 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -9699556.000000 Penalty: 5380.509766
	Iteration 36Q: 3 clusters Score -9699556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -9699570.000000 Penalty: 5380.509766
	Iteration 37Q: 3 clusters Score -9699570 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -9699579.000000 Penalty: 5380.509766
	Iteration 38Q: 3 clusters Score -9699579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -9699600.000000 Penalty: 5380.509766
	Iteration 39Q: 3 clusters Score -9699600 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -9699593.000000 Penalty: 5380.509766
	Iteration 40F: 3 clusters Score -9699593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -9699587.000000 Penalty: 5380.509766
	Iteration 41Q: 3 clusters Score -9699587 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -9699580.000000 Penalty: 5380.509766
	Iteration 42Q: 3 clusters Score -9699580 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -9699560.000000 Penalty: 5380.509766
	Iteration 43Q: 3 clusters Score -9699560 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -9699570.000000 Penalty: 5380.509766
	Iteration 44Q: 3 clusters Score -9699570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -9699577.000000 Penalty: 5380.509766
	Iteration 45Q: 3 clusters Score -9699577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9699586.000000 Penalty: 5380.509766
	Iteration 46Q: 3 clusters Score -9699586 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -9699575.000000 Penalty: 5380.509766
	Iteration 47Q: 3 clusters Score -9699575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -9699556.000000 Penalty: 5380.509766
	Iteration 48Q: 3 clusters Score -9699556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -9699571.000000 Penalty: 5380.509766
	Iteration 49Q: 3 clusters Score -9699571 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -9699582.000000 Penalty: 5380.509766
	Iteration 50Q: 3 clusters Score -9699582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -9699605.000000 Penalty: 5380.509766
	Iteration 51Q: 3 clusters Score -9699605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -9699600.000000 Penalty: 5380.509766
	Iteration 52Q: 3 clusters Score -9699600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -9699596.000000 Penalty: 5380.509766
	Iteration 53Q: 3 clusters Score -9699596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -9699595.000000 Penalty: 5380.509766
	Iteration 54Q: 3 clusters Score -9699595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -9699597.000000 Penalty: 5380.509766
	Iteration 55Q: 3 clusters Score -9699597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -9699604.000000 Penalty: 5380.509766
	Iteration 56Q: 3 clusters Score -9699604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -9699622.000000 Penalty: 5380.509766
	Iteration 57Q: 3 clusters Score -9699622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -9699601.000000 Penalty: 5380.509766
	Iteration 58Q: 3 clusters Score -9699601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -9699602.000000 Penalty: 5380.509766
	Iteration 59Q: 3 clusters Score -9699602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -9699613.000000 Penalty: 5380.509766
	Iteration 60F: 3 clusters Score -9699613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -9699593.000000 Penalty: 5380.509766
	Iteration 61Q: 3 clusters Score -9699593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -9699589.000000 Penalty: 5380.509766
	Iteration 62Q: 3 clusters Score -9699589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -9699594.000000 Penalty: 5380.509766
	Iteration 63Q: 3 clusters Score -9699594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -9699607.000000 Penalty: 5380.509766
	Iteration 64Q: 3 clusters Score -9699607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -9699617.000000 Penalty: 5380.509766
	Iteration 65Q: 3 clusters Score -9699617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -9699619.000000 Penalty: 5380.509766
	Iteration 66Q: 3 clusters Score -9699619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -9699622.000000 Penalty: 5380.509766
	Iteration 67Q: 3 clusters Score -9699622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -9699627.000000 Penalty: 5380.509766
	Iteration 68Q: 3 clusters Score -9699627 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -9699617.000000 Penalty: 5380.509766
	Iteration 69Q: 3 clusters Score -9699617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -9699614.000000 Penalty: 5380.509766
	Iteration 70Q: 3 clusters Score -9699614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -9699618.000000 Penalty: 5380.509766
	Iteration 71Q: 3 clusters Score -9699618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -9699606.000000 Penalty: 5380.509766
	Iteration 72Q: 3 clusters Score -9699606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -9699609.000000 Penalty: 5380.509766
	Iteration 73Q: 3 clusters Score -9699609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -9699612.000000 Penalty: 5380.509766
	Iteration 74Q: 3 clusters Score -9699612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -9699615.000000 Penalty: 5380.509766
	Iteration 75Q: 3 clusters Score -9699615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -9699613.000000 Penalty: 5380.509766
	Iteration 76Q: 3 clusters Score -9699613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -9699613.000000 Penalty: 5380.509766
	Iteration 77Q: 3 clusters Score -9699613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -9699620.000000 Penalty: 5380.509766
	Iteration 78Q: 3 clusters Score -9699620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -9699610.000000 Penalty: 5380.509766
	Iteration 79Q: 3 clusters Score -9699610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -9699630.000000 Penalty: 5380.509766
	Iteration 80F: 3 clusters Score -9699630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -9699655.000000 Penalty: 5380.509766
	Iteration 81Q: 3 clusters Score -9699655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -9699651.000000 Penalty: 5380.509766
	Iteration 82Q: 3 clusters Score -9699651 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -9699636.000000 Penalty: 5380.509766
	Iteration 83Q: 3 clusters Score -9699636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -9699652.000000 Penalty: 5380.509766
	Iteration 84Q: 3 clusters Score -9699652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -9699649.000000 Penalty: 5380.509766
	Iteration 85Q: 3 clusters Score -9699649 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -9699646.000000 Penalty: 5380.509766
	Iteration 86Q: 3 clusters Score -9699646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -9699616.000000 Penalty: 5380.509766
	Iteration 87Q: 3 clusters Score -9699616 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -9699612.000000 Penalty: 5380.509766
	Iteration 88Q: 3 clusters Score -9699612 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -9699610.000000 Penalty: 5380.509766
	Iteration 89Q: 3 clusters Score -9699610 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -9699648.000000 Penalty: 5380.509766
	Iteration 90Q: 3 clusters Score -9699648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -9699669.000000 Penalty: 5380.509766
	Iteration 91Q: 3 clusters Score -9699669 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -9699686.000000 Penalty: 5380.509766
	Iteration 92Q: 3 clusters Score -9699686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -9699679.000000 Penalty: 5380.509766
	Iteration 93Q: 3 clusters Score -9699679 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -9699702.000000 Penalty: 5380.509766
	Iteration 94Q: 3 clusters Score -9699702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -9699719.000000 Penalty: 5380.509766
	Iteration 95Q: 3 clusters Score -9699719 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -9699719.000000 Penalty: 5380.509766
	Iteration 96Q: 3 clusters Score -9699719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -9699714.000000 Penalty: 5380.509766
	Iteration 97Q: 3 clusters Score -9699714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -9699710.000000 Penalty: 5380.509766
	Iteration 98Q: 3 clusters Score -9699710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -9699733.000000 Penalty: 5380.509766
	Iteration 99Q: 3 clusters Score -9699733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -9699752.000000 Penalty: 5380.509766
	Iteration 100F: 3 clusters Score -9699752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -9699719.000000 Penalty: 5380.509766
	Iteration 101Q: 3 clusters Score -9699719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -9699726.000000 Penalty: 5380.509766
	Iteration 102Q: 3 clusters Score -9699726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -9699714.000000 Penalty: 5380.509766
	Iteration 103Q: 3 clusters Score -9699714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -9699707.000000 Penalty: 5380.509766
	Iteration 104Q: 3 clusters Score -9699707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -9699704.000000 Penalty: 5380.509766
	Iteration 105Q: 3 clusters Score -9699704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9699708.000000 Penalty: 5380.509766
	Iteration 106Q: 3 clusters Score -9699708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -9699718.000000 Penalty: 5380.509766
	Iteration 107Q: 3 clusters Score -9699718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -9699722.000000 Penalty: 5380.509766
	Iteration 108Q: 3 clusters Score -9699722 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -9699710.000000 Penalty: 5380.509766
	Iteration 109Q: 3 clusters Score -9699710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -9699706.000000 Penalty: 5380.509766
	Iteration 110Q: 3 clusters Score -9699706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -9699715.000000 Penalty: 5380.509766
	Iteration 111Q: 3 clusters Score -9699715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -9699719.000000 Penalty: 5380.509766
	Iteration 112Q: 3 clusters Score -9699719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -9699701.000000 Penalty: 5380.509766
	Iteration 113Q: 3 clusters Score -9699701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -9699695.000000 Penalty: 5380.509766
	Iteration 114Q: 3 clusters Score -9699695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -9699709.000000 Penalty: 5380.509766
	Iteration 115Q: 3 clusters Score -9699709 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -9699707.000000 Penalty: 5380.509766
	Iteration 116Q: 3 clusters Score -9699707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -9699710.000000 Penalty: 5380.509766
	Iteration 117Q: 3 clusters Score -9699710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -9699701.000000 Penalty: 5380.509766
	Iteration 118Q: 3 clusters Score -9699701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -9699687.000000 Penalty: 5380.509766
	Iteration 119Q: 3 clusters Score -9699687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -9699674.000000 Penalty: 5380.509766
	Iteration 120F: 3 clusters Score -9699674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -9699679.000000 Penalty: 5380.509766
	Iteration 121Q: 3 clusters Score -9699679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -9699681.000000 Penalty: 5380.509766
	Iteration 122Q: 3 clusters Score -9699681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38997 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -9699672.000000 Penalty: 5380.509766
	Iteration 123Q: 3 clusters Score -9699672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -9699672.000000 Penalty: 5380.509766
	Iteration 124Q: 3 clusters Score -9699672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -9699672.000000 Penalty: 5380.509766
	Iteration 125Q: 3 clusters Score -9699672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -9699675.000000 Penalty: 5380.509766
	Iteration 126Q: 3 clusters Score -9699675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -9699685.000000 Penalty: 5380.509766
	Iteration 127Q: 3 clusters Score -9699685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -9699685.000000 Penalty: 5380.509766
	Iteration 128F: 3 clusters Score -9699685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Entering Unmasked Estep 
Score: -8292830.500000 Penalty: 2653.773926
	Iteration 0F: 2 clusters Score -8292830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -8263423.500000 Penalty: 5307.547852
	Iteration 0F: 3 clusters Score -8263424 nChanged 20447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -8274704.500000 Penalty: 5307.547852
	Iteration 1F: 3 clusters Score -8274704 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -8275160.000000 Penalty: 5307.547852
	Iteration 2Q: 3 clusters Score -8275160 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8275520.500000 Penalty: 5307.547852
	Iteration 3Q: 3 clusters Score -8275520 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -8275965.000000 Penalty: 5307.547852
	Iteration 4Q: 3 clusters Score -8275965 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -8276594.500000 Penalty: 5307.547852
	Iteration 5Q: 3 clusters Score -8276594 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8277400.500000 Penalty: 5307.547852
	Iteration 6Q: 3 clusters Score -8277400 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -8278506.500000 Penalty: 5307.547852
	Iteration 7Q: 3 clusters Score -8278506 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -8279779.000000 Penalty: 5307.547852
	Iteration 8Q: 3 clusters Score -8279779 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8281180.500000 Penalty: 5307.547852
	Iteration 9F: 3 clusters Score -8281180 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -8282903.500000 Penalty: 5307.547852
	Iteration 10F: 3 clusters Score -8282904 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -8284665.500000 Penalty: 5307.547852
	Iteration 11F: 3 clusters Score -8284666 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8286016.000000 Penalty: 5307.547852
	Iteration 12F: 3 clusters Score -8286016 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8286789.500000 Penalty: 5307.547852
	Iteration 13Q: 3 clusters Score -8286790 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8287123.000000 Penalty: 5307.547852
	Iteration 14Q: 3 clusters Score -8287123 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8287334.500000 Penalty: 5307.547852
	Iteration 15Q: 3 clusters Score -8287334 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -8287454.000000 Penalty: 5307.547852
	Iteration 16Q: 3 clusters Score -8287454 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8287601.000000 Penalty: 5307.547852
	Iteration 17Q: 3 clusters Score -8287601 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8287713.500000 Penalty: 5307.547852
	Iteration 18Q: 3 clusters Score -8287714 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -8287825.000000 Penalty: 5307.547852
	Iteration 19Q: 3 clusters Score -8287825 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8287973.500000 Penalty: 5307.547852
	Iteration 20F: 3 clusters Score -8287974 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -8288067.000000 Penalty: 5307.547852
	Iteration 21Q: 3 clusters Score -8288067 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -8288211.500000 Penalty: 5307.547852
	Iteration 22Q: 3 clusters Score -8288212 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8288374.500000 Penalty: 5307.547852
	Iteration 23Q: 3 clusters Score -8288374 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -8288499.500000 Penalty: 5307.547852
	Iteration 24Q: 3 clusters Score -8288500 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8288660.500000 Penalty: 5307.547852
	Iteration 25Q: 3 clusters Score -8288660 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -8288818.500000 Penalty: 5307.547852
	Iteration 26Q: 3 clusters Score -8288818 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -8288967.500000 Penalty: 5307.547852
	Iteration 27Q: 3 clusters Score -8288968 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -8289168.000000 Penalty: 5307.547852
	Iteration 28Q: 3 clusters Score -8289168 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -8289368.000000 Penalty: 5307.547852
	Iteration 29Q: 3 clusters Score -8289368 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -8289461.500000 Penalty: 5307.547852
	Iteration 30Q: 3 clusters Score -8289462 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -8289631.000000 Penalty: 5307.547852
	Iteration 31Q: 3 clusters Score -8289631 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -8289760.500000 Penalty: 5307.547852
	Iteration 32Q: 3 clusters Score -8289760 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -8289867.500000 Penalty: 5307.547852
	Iteration 33Q: 3 clusters Score -8289868 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -8290002.500000 Penalty: 5307.547852
	Iteration 34Q: 3 clusters Score -8290002 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -8290114.500000 Penalty: 5307.547852
	Iteration 35Q: 3 clusters Score -8290114 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -8290251.000000 Penalty: 5307.547852
	Iteration 36Q: 3 clusters Score -8290251 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8290359.000000 Penalty: 5307.547852
	Iteration 37Q: 3 clusters Score -8290359 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8290423.000000 Penalty: 5307.547852
	Iteration 38Q: 3 clusters Score -8290423 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8290471.500000 Penalty: 5307.547852
	Iteration 39Q: 3 clusters Score -8290472 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -8290594.500000 Penalty: 5307.547852
	Iteration 40F: 3 clusters Score -8290594 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -8290688.500000 Penalty: 5307.547852
	Iteration 41Q: 3 clusters Score -8290688 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -8290793.000000 Penalty: 5307.547852
	Iteration 42Q: 3 clusters Score -8290793 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -8290867.500000 Penalty: 5307.547852
	Iteration 43Q: 3 clusters Score -8290868 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -8290924.500000 Penalty: 5307.547852
	Iteration 44Q: 3 clusters Score -8290924 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -8291012.000000 Penalty: 5307.547852
	Iteration 45Q: 3 clusters Score -8291012 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -8291115.500000 Penalty: 5307.547852
	Iteration 46Q: 3 clusters Score -8291116 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -8291175.000000 Penalty: 5307.547852
	Iteration 47Q: 3 clusters Score -8291175 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8291253.500000 Penalty: 5307.547852
	Iteration 48Q: 3 clusters Score -8291254 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -8291349.500000 Penalty: 5307.547852
	Iteration 49Q: 3 clusters Score -8291350 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -8291391.000000 Penalty: 5307.547852
	Iteration 50Q: 3 clusters Score -8291391 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -8291453.500000 Penalty: 5307.547852
	Iteration 51Q: 3 clusters Score -8291454 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -8291524.000000 Penalty: 5307.547852
	Iteration 52Q: 3 clusters Score -8291524 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8291566.000000 Penalty: 5307.547852
	Iteration 53Q: 3 clusters Score -8291566 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8291629.000000 Penalty: 5307.547852
	Iteration 54Q: 3 clusters Score -8291629 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8291645.500000 Penalty: 5307.547852
	Iteration 55Q: 3 clusters Score -8291646 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -8291690.000000 Penalty: 5307.547852
	Iteration 56Q: 3 clusters Score -8291690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8291720.500000 Penalty: 5307.547852
	Iteration 57Q: 3 clusters Score -8291720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8291747.500000 Penalty: 5307.547852
	Iteration 58Q: 3 clusters Score -8291748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8291779.000000 Penalty: 5307.547852
	Iteration 59Q: 3 clusters Score -8291779 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8291798.500000 Penalty: 5307.547852
	Iteration 60F: 3 clusters Score -8291798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8291812.500000 Penalty: 5307.547852
	Iteration 61Q: 3 clusters Score -8291812 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -8291820.500000 Penalty: 5307.547852
	Iteration 62Q: 3 clusters Score -8291820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8291815.000000 Penalty: 5307.547852
	Iteration 63Q: 3 clusters Score -8291815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8291822.000000 Penalty: 5307.547852
	Iteration 64Q: 3 clusters Score -8291822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8291818.000000 Penalty: 5307.547852
	Iteration 65Q: 3 clusters Score -8291818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8291834.500000 Penalty: 5307.547852
	Iteration 66Q: 3 clusters Score -8291834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -8291833.000000 Penalty: 5307.547852
	Iteration 67Q: 3 clusters Score -8291833 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8291854.000000 Penalty: 5307.547852
	Iteration 68Q: 3 clusters Score -8291854 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -8291833.500000 Penalty: 5307.547852
	Iteration 69Q: 3 clusters Score -8291834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -8291819.000000 Penalty: 5307.547852
	Iteration 70Q: 3 clusters Score -8291819 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -8291813.000000 Penalty: 5307.547852
	Iteration 71Q: 3 clusters Score -8291813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8291825.000000 Penalty: 5307.547852
	Iteration 72Q: 3 clusters Score -8291825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8291813.500000 Penalty: 5307.547852
	Iteration 73Q: 3 clusters Score -8291814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8291822.000000 Penalty: 5307.547852
	Iteration 74Q: 3 clusters Score -8291822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8291810.500000 Penalty: 5307.547852
	Iteration 75Q: 3 clusters Score -8291810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8291818.000000 Penalty: 5307.547852
	Iteration 76Q: 3 clusters Score -8291818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8291822.000000 Penalty: 5307.547852
	Iteration 77Q: 3 clusters Score -8291822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8291819.000000 Penalty: 5307.547852
	Iteration 78Q: 3 clusters Score -8291819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8291827.500000 Penalty: 5307.547852
	Iteration 79Q: 3 clusters Score -8291828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -8291832.000000 Penalty: 5307.547852
	Iteration 80F: 3 clusters Score -8291832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8291835.000000 Penalty: 5307.547852
	Iteration 81Q: 3 clusters Score -8291835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8291838.500000 Penalty: 5307.547852
	Iteration 82Q: 3 clusters Score -8291838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8291832.500000 Penalty: 5307.547852
	Iteration 83Q: 3 clusters Score -8291832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8291831.500000 Penalty: 5307.547852
	Iteration 84Q: 3 clusters Score -8291832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8291835.000000 Penalty: 5307.547852
	Iteration 85Q: 3 clusters Score -8291835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -8291836.500000 Penalty: 5307.547852
	Iteration 86Q: 3 clusters Score -8291836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8291838.000000 Penalty: 5307.547852
	Iteration 87Q: 3 clusters Score -8291838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -8291836.500000 Penalty: 5307.547852
	Iteration 88Q: 3 clusters Score -8291836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8291832.000000 Penalty: 5307.547852
	Iteration 89Q: 3 clusters Score -8291832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8291830.500000 Penalty: 5307.547852
	Iteration 90Q: 3 clusters Score -8291830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -8291835.000000 Penalty: 5307.547852
	Iteration 91Q: 3 clusters Score -8291835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -8291835.000000 Penalty: 5307.547852
	Iteration 92F: 3 clusters Score -8291835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Entering Unmasked Estep 
Score: -9406449.000000 Penalty: 2682.674316
	Iteration 0F: 2 clusters Score -9406449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -9375658.000000 Penalty: 5365.348633
	Iteration 0F: 3 clusters Score -9375658 nChanged 23181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -9388634.000000 Penalty: 5365.348633
	Iteration 1F: 3 clusters Score -9388634 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -9389268.000000 Penalty: 5365.348633
	Iteration 2Q: 3 clusters Score -9389268 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -9389922.000000 Penalty: 5365.348633
	Iteration 3Q: 3 clusters Score -9389922 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -9390749.000000 Penalty: 5365.348633
	Iteration 4Q: 3 clusters Score -9390749 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -9391910.000000 Penalty: 5365.348633
	Iteration 5Q: 3 clusters Score -9391910 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -9393618.000000 Penalty: 5365.348633
	Iteration 6F: 3 clusters Score -9393618 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -9396143.000000 Penalty: 5365.348633
	Iteration 7F: 3 clusters Score -9396143 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -9399204.000000 Penalty: 5365.348633
	Iteration 8F: 3 clusters Score -9399204 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9401448.000000 Penalty: 5365.348633
	Iteration 9F: 3 clusters Score -9401448 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -9402286.000000 Penalty: 5365.348633
	Iteration 10Q: 3 clusters Score -9402286 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9403346.000000 Penalty: 5365.348633
	Iteration 11Q: 3 clusters Score -9403346 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9403856.000000 Penalty: 5365.348633
	Iteration 12Q: 3 clusters Score -9403856 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9403998.000000 Penalty: 5365.348633
	Iteration 13Q: 3 clusters Score -9403998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9404082.000000 Penalty: 5365.348633
	Iteration 14Q: 3 clusters Score -9404082 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9404135.000000 Penalty: 5365.348633
	Iteration 15Q: 3 clusters Score -9404135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9404150.000000 Penalty: 5365.348633
	Iteration 16Q: 3 clusters Score -9404150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9404158.000000 Penalty: 5365.348633
	Iteration 17Q: 3 clusters Score -9404158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9404164.000000 Penalty: 5365.348633
	Iteration 18Q: 3 clusters Score -9404164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9404189.000000 Penalty: 5365.348633
	Iteration 19Q: 3 clusters Score -9404189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9404193.000000 Penalty: 5365.348633
	Iteration 20F: 3 clusters Score -9404193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9404207.000000 Penalty: 5365.348633
	Iteration 21Q: 3 clusters Score -9404207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9404216.000000 Penalty: 5365.348633
	Iteration 22Q: 3 clusters Score -9404216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9404220.000000 Penalty: 5365.348633
	Iteration 23Q: 3 clusters Score -9404220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9404212.000000 Penalty: 5365.348633
	Iteration 24Q: 3 clusters Score -9404212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9404219.000000 Penalty: 5365.348633
	Iteration 25Q: 3 clusters Score -9404219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9404226.000000 Penalty: 5365.348633
	Iteration 26Q: 3 clusters Score -9404226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9404228.000000 Penalty: 5365.348633
	Iteration 27Q: 3 clusters Score -9404228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9404237.000000 Penalty: 5365.348633
	Iteration 28Q: 3 clusters Score -9404237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9404233.000000 Penalty: 5365.348633
	Iteration 29Q: 3 clusters Score -9404233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9404232.000000 Penalty: 5365.348633
	Iteration 30Q: 3 clusters Score -9404232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9404235.000000 Penalty: 5365.348633
	Iteration 31Q: 3 clusters Score -9404235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9404235.000000 Penalty: 5365.348633
	Iteration 32F: 3 clusters Score -9404235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Entering Unmasked Estep 
Score: -4328631.500000 Penalty: 2492.520020
	Iteration 0F: 2 clusters Score -4328632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4312511.500000 Penalty: 4985.040039
	Iteration 0F: 3 clusters Score -4312512 nChanged 10247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4317902.500000 Penalty: 4985.040039
	Iteration 1F: 3 clusters Score -4317902 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -4318255.500000 Penalty: 4985.040039
	Iteration 2Q: 3 clusters Score -4318256 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4318534.000000 Penalty: 4985.040039
	Iteration 3Q: 3 clusters Score -4318534 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -4318776.500000 Penalty: 4985.040039
	Iteration 4Q: 3 clusters Score -4318776 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4318942.000000 Penalty: 4985.040039
	Iteration 5Q: 3 clusters Score -4318942 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -4319102.000000 Penalty: 4985.040039
	Iteration 6Q: 3 clusters Score -4319102 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4319226.000000 Penalty: 4985.040039
	Iteration 7Q: 3 clusters Score -4319226 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4319318.000000 Penalty: 4985.040039
	Iteration 8Q: 3 clusters Score -4319318 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4319436.500000 Penalty: 4985.040039
	Iteration 9Q: 3 clusters Score -4319436 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4319532.500000 Penalty: 4985.040039
	Iteration 10Q: 3 clusters Score -4319532 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -4319630.000000 Penalty: 4985.040039
	Iteration 11Q: 3 clusters Score -4319630 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4319701.500000 Penalty: 4985.040039
	Iteration 12Q: 3 clusters Score -4319702 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4319784.500000 Penalty: 4985.040039
	Iteration 13Q: 3 clusters Score -4319784 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4319855.500000 Penalty: 4985.040039
	Iteration 14Q: 3 clusters Score -4319856 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -4319933.500000 Penalty: 4985.040039
	Iteration 15Q: 3 clusters Score -4319934 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -4320023.500000 Penalty: 4985.040039
	Iteration 16Q: 3 clusters Score -4320024 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4320085.000000 Penalty: 4985.040039
	Iteration 17Q: 3 clusters Score -4320085 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4320176.000000 Penalty: 4985.040039
	Iteration 18Q: 3 clusters Score -4320176 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4320242.000000 Penalty: 4985.040039
	Iteration 19Q: 3 clusters Score -4320242 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4320325.000000 Penalty: 4985.040039
	Iteration 20F: 3 clusters Score -4320325 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -4320386.000000 Penalty: 4985.040039
	Iteration 21Q: 3 clusters Score -4320386 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -4320468.500000 Penalty: 4985.040039
	Iteration 22Q: 3 clusters Score -4320468 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -4320585.000000 Penalty: 4985.040039
	Iteration 23Q: 3 clusters Score -4320585 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -4320690.000000 Penalty: 4985.040039
	Iteration 24Q: 3 clusters Score -4320690 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -4320831.500000 Penalty: 4985.040039
	Iteration 25Q: 3 clusters Score -4320832 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -4321037.000000 Penalty: 4985.040039
	Iteration 26Q: 3 clusters Score -4321037 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4321264.500000 Penalty: 4985.040039
	Iteration 27Q: 3 clusters Score -4321264 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4321570.500000 Penalty: 4985.040039
	Iteration 28Q: 3 clusters Score -4321570 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -4321934.500000 Penalty: 4985.040039
	Iteration 29Q: 3 clusters Score -4321934 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4322315.500000 Penalty: 4985.040039
	Iteration 30Q: 3 clusters Score -4322316 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -4322703.000000 Penalty: 4985.040039
	Iteration 31Q: 3 clusters Score -4322703 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -4322957.500000 Penalty: 4985.040039
	Iteration 32Q: 3 clusters Score -4322958 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4323138.000000 Penalty: 4985.040039
	Iteration 33Q: 3 clusters Score -4323138 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -4323259.000000 Penalty: 4985.040039
	Iteration 34Q: 3 clusters Score -4323259 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4323358.500000 Penalty: 4985.040039
	Iteration 35Q: 3 clusters Score -4323358 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4323407.500000 Penalty: 4985.040039
	Iteration 36Q: 3 clusters Score -4323408 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4323450.000000 Penalty: 4985.040039
	Iteration 37Q: 3 clusters Score -4323450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4323486.500000 Penalty: 4985.040039
	Iteration 38Q: 3 clusters Score -4323486 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -4323529.500000 Penalty: 4985.040039
	Iteration 39Q: 3 clusters Score -4323530 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4323584.000000 Penalty: 4985.040039
	Iteration 40F: 3 clusters Score -4323584 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -4323623.500000 Penalty: 4985.040039
	Iteration 41Q: 3 clusters Score -4323624 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -4323680.500000 Penalty: 4985.040039
	Iteration 42Q: 3 clusters Score -4323680 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -4323711.000000 Penalty: 4985.040039
	Iteration 43Q: 3 clusters Score -4323711 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4323748.000000 Penalty: 4985.040039
	Iteration 44Q: 3 clusters Score -4323748 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -4323755.500000 Penalty: 4985.040039
	Iteration 45Q: 3 clusters Score -4323756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -4323768.500000 Penalty: 4985.040039
	Iteration 46Q: 3 clusters Score -4323768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4323772.500000 Penalty: 4985.040039
	Iteration 47Q: 3 clusters Score -4323772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4323822.500000 Penalty: 4985.040039
	Iteration 48Q: 3 clusters Score -4323822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -4323855.500000 Penalty: 4985.040039
	Iteration 49Q: 3 clusters Score -4323856 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -4323904.000000 Penalty: 4985.040039
	Iteration 50Q: 3 clusters Score -4323904 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -4323938.000000 Penalty: 4985.040039
	Iteration 51Q: 3 clusters Score -4323938 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4323960.000000 Penalty: 4985.040039
	Iteration 52Q: 3 clusters Score -4323960 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4323979.500000 Penalty: 4985.040039
	Iteration 53Q: 3 clusters Score -4323980 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -4324004.000000 Penalty: 4985.040039
	Iteration 54Q: 3 clusters Score -4324004 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4324017.500000 Penalty: 4985.040039
	Iteration 55Q: 3 clusters Score -4324018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4324046.500000 Penalty: 4985.040039
	Iteration 56Q: 3 clusters Score -4324046 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4324071.500000 Penalty: 4985.040039
	Iteration 57Q: 3 clusters Score -4324072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -4324082.500000 Penalty: 4985.040039
	Iteration 58Q: 3 clusters Score -4324082 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -4324091.500000 Penalty: 4985.040039
	Iteration 59Q: 3 clusters Score -4324092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -4324119.500000 Penalty: 4985.040039
	Iteration 60F: 3 clusters Score -4324120 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -4324140.000000 Penalty: 4985.040039
	Iteration 61Q: 3 clusters Score -4324140 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -4324151.000000 Penalty: 4985.040039
	Iteration 62Q: 3 clusters Score -4324151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4324159.500000 Penalty: 4985.040039
	Iteration 63Q: 3 clusters Score -4324160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -4324189.000000 Penalty: 4985.040039
	Iteration 64Q: 3 clusters Score -4324189 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4324195.000000 Penalty: 4985.040039
	Iteration 65Q: 3 clusters Score -4324195 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4324206.000000 Penalty: 4985.040039
	Iteration 66Q: 3 clusters Score -4324206 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -4324218.000000 Penalty: 4985.040039
	Iteration 67Q: 3 clusters Score -4324218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -4324236.500000 Penalty: 4985.040039
	Iteration 68Q: 3 clusters Score -4324236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -4324251.500000 Penalty: 4985.040039
	Iteration 69Q: 3 clusters Score -4324252 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -4324270.000000 Penalty: 4985.040039
	Iteration 70Q: 3 clusters Score -4324270 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -4324291.500000 Penalty: 4985.040039
	Iteration 71Q: 3 clusters Score -4324292 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -4324290.500000 Penalty: 4985.040039
	Iteration 72Q: 3 clusters Score -4324290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4324296.500000 Penalty: 4985.040039
	Iteration 73Q: 3 clusters Score -4324296 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -4324304.000000 Penalty: 4985.040039
	Iteration 74Q: 3 clusters Score -4324304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -4324314.000000 Penalty: 4985.040039
	Iteration 75Q: 3 clusters Score -4324314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -4324330.500000 Penalty: 4985.040039
	Iteration 76Q: 3 clusters Score -4324330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4324328.000000 Penalty: 4985.040039
	Iteration 77Q: 3 clusters Score -4324328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4324331.000000 Penalty: 4985.040039
	Iteration 78Q: 3 clusters Score -4324331 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -4324323.500000 Penalty: 4985.040039
	Iteration 79Q: 3 clusters Score -4324324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -4324330.000000 Penalty: 4985.040039
	Iteration 80F: 3 clusters Score -4324330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -4324333.000000 Penalty: 4985.040039
	Iteration 81Q: 3 clusters Score -4324333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -4324342.500000 Penalty: 4985.040039
	Iteration 82Q: 3 clusters Score -4324342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4324336.500000 Penalty: 4985.040039
	Iteration 83Q: 3 clusters Score -4324336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4324338.000000 Penalty: 4985.040039
	Iteration 84Q: 3 clusters Score -4324338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -4324341.500000 Penalty: 4985.040039
	Iteration 85Q: 3 clusters Score -4324342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -4324346.000000 Penalty: 4985.040039
	Iteration 86Q: 3 clusters Score -4324346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4324341.500000 Penalty: 4985.040039
	Iteration 87Q: 3 clusters Score -4324342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4324341.000000 Penalty: 4985.040039
	Iteration 88Q: 3 clusters Score -4324341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -4324341.500000 Penalty: 4985.040039
	Iteration 89Q: 3 clusters Score -4324342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -4324348.000000 Penalty: 4985.040039
	Iteration 90Q: 3 clusters Score -4324348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4324345.500000 Penalty: 4985.040039
	Iteration 91Q: 3 clusters Score -4324346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4324354.000000 Penalty: 4985.040039
	Iteration 92Q: 3 clusters Score -4324354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -4324346.500000 Penalty: 4985.040039
	Iteration 93Q: 3 clusters Score -4324346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4324346.500000 Penalty: 4985.040039
	Iteration 94Q: 3 clusters Score -4324346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4324342.500000 Penalty: 4985.040039
	Iteration 95Q: 3 clusters Score -4324342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -4324342.500000 Penalty: 4985.040039
	Iteration 96Q: 3 clusters Score -4324342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4324350.500000 Penalty: 4985.040039
	Iteration 97Q: 3 clusters Score -4324350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -4324355.000000 Penalty: 4985.040039
	Iteration 98Q: 3 clusters Score -4324355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4324350.000000 Penalty: 4985.040039
	Iteration 99Q: 3 clusters Score -4324350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4324351.500000 Penalty: 4985.040039
	Iteration 100F: 3 clusters Score -4324352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -4324347.000000 Penalty: 4985.040039
	Iteration 101Q: 3 clusters Score -4324347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4324345.000000 Penalty: 4985.040039
	Iteration 102Q: 3 clusters Score -4324345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4324352.500000 Penalty: 4985.040039
	Iteration 103Q: 3 clusters Score -4324352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4324353.500000 Penalty: 4985.040039
	Iteration 104Q: 3 clusters Score -4324354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4324349.500000 Penalty: 4985.040039
	Iteration 105Q: 3 clusters Score -4324350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -4324356.500000 Penalty: 4985.040039
	Iteration 106Q: 3 clusters Score -4324356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4324360.500000 Penalty: 4985.040039
	Iteration 107Q: 3 clusters Score -4324360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4324368.000000 Penalty: 4985.040039
	Iteration 108Q: 3 clusters Score -4324368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4324369.000000 Penalty: 4985.040039
	Iteration 109Q: 3 clusters Score -4324369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -4324361.500000 Penalty: 4985.040039
	Iteration 110Q: 3 clusters Score -4324362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4324356.500000 Penalty: 4985.040039
	Iteration 111Q: 3 clusters Score -4324356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -4324358.000000 Penalty: 4985.040039
	Iteration 112Q: 3 clusters Score -4324358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4324358.000000 Penalty: 4985.040039
	Iteration 113Q: 3 clusters Score -4324358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4324359.500000 Penalty: 4985.040039
	Iteration 114Q: 3 clusters Score -4324360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4324358.500000 Penalty: 4985.040039
	Iteration 115Q: 3 clusters Score -4324358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4324361.500000 Penalty: 4985.040039
	Iteration 116Q: 3 clusters Score -4324362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -4324361.500000 Penalty: 4985.040039
	Iteration 117F: 3 clusters Score -4324362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Entering Unmasked Estep 
Score: -8620594.000000 Penalty: 2665.739014
	Iteration 0F: 2 clusters Score -8620594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -8590019.000000 Penalty: 5331.478027
	Iteration 0F: 3 clusters Score -8590019 nChanged 21461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -8602100.000000 Penalty: 5331.478027
	Iteration 1F: 3 clusters Score -8602100 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -8602939.000000 Penalty: 5331.478027
	Iteration 2Q: 3 clusters Score -8602939 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -8604054.000000 Penalty: 5331.478027
	Iteration 3F: 3 clusters Score -8604054 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -8605586.000000 Penalty: 5331.478027
	Iteration 4F: 3 clusters Score -8605586 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -8607471.000000 Penalty: 5331.478027
	Iteration 5F: 3 clusters Score -8607471 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -8609923.000000 Penalty: 5331.478027
	Iteration 6F: 3 clusters Score -8609923 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8612867.000000 Penalty: 5331.478027
	Iteration 7F: 3 clusters Score -8612867 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8615710.000000 Penalty: 5331.478027
	Iteration 8F: 3 clusters Score -8615710 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8617405.000000 Penalty: 5331.478027
	Iteration 9Q: 3 clusters Score -8617405 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8618085.000000 Penalty: 5331.478027
	Iteration 10Q: 3 clusters Score -8618085 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -8618545.000000 Penalty: 5331.478027
	Iteration 11Q: 3 clusters Score -8618545 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -8618790.000000 Penalty: 5331.478027
	Iteration 12Q: 3 clusters Score -8618790 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -8618956.000000 Penalty: 5331.478027
	Iteration 13Q: 3 clusters Score -8618956 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -8619034.000000 Penalty: 5331.478027
	Iteration 14Q: 3 clusters Score -8619034 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8619106.000000 Penalty: 5331.478027
	Iteration 15Q: 3 clusters Score -8619106 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -8619158.000000 Penalty: 5331.478027
	Iteration 16Q: 3 clusters Score -8619158 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8619198.000000 Penalty: 5331.478027
	Iteration 17Q: 3 clusters Score -8619198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8619214.000000 Penalty: 5331.478027
	Iteration 18Q: 3 clusters Score -8619214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8619213.000000 Penalty: 5331.478027
	Iteration 19Q: 3 clusters Score -8619213 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -8619224.000000 Penalty: 5331.478027
	Iteration 20F: 3 clusters Score -8619224 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -8619238.000000 Penalty: 5331.478027
	Iteration 21Q: 3 clusters Score -8619238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -8619248.000000 Penalty: 5331.478027
	Iteration 22Q: 3 clusters Score -8619248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 40168 members 
Entering Unmasked Estep 
Score: -8619271.000000 Penalty: 5331.478027
	Iteration 23Q: 3 clusters Score -8619271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -8619289.000000 Penalty: 5331.478027
	Iteration 24Q: 3 clusters Score -8619289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -8619288.000000 Penalty: 5331.478027
	Iteration 25Q: 3 clusters Score -8619288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8619306.000000 Penalty: 5331.478027
	Iteration 26Q: 3 clusters Score -8619306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -8619306.000000 Penalty: 5331.478027
	Iteration 27Q: 3 clusters Score -8619306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -8619293.000000 Penalty: 5331.478027
	Iteration 28Q: 3 clusters Score -8619293 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8619320.000000 Penalty: 5331.478027
	Iteration 29Q: 3 clusters Score -8619320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -8619320.000000 Penalty: 5331.478027
	Iteration 30Q: 3 clusters Score -8619320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -8619331.000000 Penalty: 5331.478027
	Iteration 31Q: 3 clusters Score -8619331 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -8619333.000000 Penalty: 5331.478027
	Iteration 32Q: 3 clusters Score -8619333 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -8619338.000000 Penalty: 5331.478027
	Iteration 33Q: 3 clusters Score -8619338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -8619327.000000 Penalty: 5331.478027
	Iteration 34Q: 3 clusters Score -8619327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -8619321.000000 Penalty: 5331.478027
	Iteration 35Q: 3 clusters Score -8619321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -8619327.000000 Penalty: 5331.478027
	Iteration 36Q: 3 clusters Score -8619327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8619338.000000 Penalty: 5331.478027
	Iteration 37Q: 3 clusters Score -8619338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8619343.000000 Penalty: 5331.478027
	Iteration 38Q: 3 clusters Score -8619343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
Score: -8619344.000000 Penalty: 5331.478027
	Iteration 39Q: 3 clusters Score -8619344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -8619344.000000 Penalty: 5331.478027
	Iteration 40F: 3 clusters Score -8619344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -8619338.000000 Penalty: 5331.478027
	Iteration 41Q: 3 clusters Score -8619338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -8619334.000000 Penalty: 5331.478027
	Iteration 42Q: 3 clusters Score -8619334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8619340.000000 Penalty: 5331.478027
	Iteration 43Q: 3 clusters Score -8619340 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8619347.000000 Penalty: 5331.478027
	Iteration 44Q: 3 clusters Score -8619347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8619359.000000 Penalty: 5331.478027
	Iteration 45Q: 3 clusters Score -8619359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8619364.000000 Penalty: 5331.478027
	Iteration 46Q: 3 clusters Score -8619364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8619363.000000 Penalty: 5331.478027
	Iteration 47Q: 3 clusters Score -8619363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8619366.000000 Penalty: 5331.478027
	Iteration 48Q: 3 clusters Score -8619366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -8619357.000000 Penalty: 5331.478027
	Iteration 49Q: 3 clusters Score -8619357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -8619337.000000 Penalty: 5331.478027
	Iteration 50Q: 3 clusters Score -8619337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -8619338.000000 Penalty: 5331.478027
	Iteration 51Q: 3 clusters Score -8619338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 41304 members 
Entering Unmasked Estep 
Score: -8619331.000000 Penalty: 5331.478027
	Iteration 52Q: 3 clusters Score -8619331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -8619348.000000 Penalty: 5331.478027
	Iteration 53Q: 3 clusters Score -8619348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8619347.000000 Penalty: 5331.478027
	Iteration 54Q: 3 clusters Score -8619347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8619339.000000 Penalty: 5331.478027
	Iteration 55Q: 3 clusters Score -8619339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8619347.000000 Penalty: 5331.478027
	Iteration 56Q: 3 clusters Score -8619347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -8619345.000000 Penalty: 5331.478027
	Iteration 57Q: 3 clusters Score -8619345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8619350.000000 Penalty: 5331.478027
	Iteration 58Q: 3 clusters Score -8619350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -8619354.000000 Penalty: 5331.478027
	Iteration 59Q: 3 clusters Score -8619354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8619349.000000 Penalty: 5331.478027
	Iteration 60F: 3 clusters Score -8619349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -8619354.000000 Penalty: 5331.478027
	Iteration 61Q: 3 clusters Score -8619354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -8619354.000000 Penalty: 5331.478027
	Iteration 62Q: 3 clusters Score -8619354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -8619355.000000 Penalty: 5331.478027
	Iteration 63Q: 3 clusters Score -8619355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8619351.000000 Penalty: 5331.478027
	Iteration 64Q: 3 clusters Score -8619351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8619362.000000 Penalty: 5331.478027
	Iteration 65Q: 3 clusters Score -8619362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -8619366.000000 Penalty: 5331.478027
	Iteration 66Q: 3 clusters Score -8619366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -8619369.000000 Penalty: 5331.478027
	Iteration 67Q: 3 clusters Score -8619369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -8619374.000000 Penalty: 5331.478027
	Iteration 68Q: 3 clusters Score -8619374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -8619375.000000 Penalty: 5331.478027
	Iteration 69Q: 3 clusters Score -8619375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -8619377.000000 Penalty: 5331.478027
	Iteration 70Q: 3 clusters Score -8619377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -8619372.000000 Penalty: 5331.478027
	Iteration 71Q: 3 clusters Score -8619372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8619372.000000 Penalty: 5331.478027
	Iteration 72Q: 3 clusters Score -8619372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8619374.000000 Penalty: 5331.478027
	Iteration 73Q: 3 clusters Score -8619374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8619373.000000 Penalty: 5331.478027
	Iteration 74Q: 3 clusters Score -8619373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -8619373.000000 Penalty: 5331.478027
	Iteration 75Q: 3 clusters Score -8619373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8619380.000000 Penalty: 5331.478027
	Iteration 76Q: 3 clusters Score -8619380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8619385.000000 Penalty: 5331.478027
	Iteration 77Q: 3 clusters Score -8619385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -8619389.000000 Penalty: 5331.478027
	Iteration 78Q: 3 clusters Score -8619389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -8619386.000000 Penalty: 5331.478027
	Iteration 79Q: 3 clusters Score -8619386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8619383.000000 Penalty: 5331.478027
	Iteration 80F: 3 clusters Score -8619383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8619396.000000 Penalty: 5331.478027
	Iteration 81Q: 3 clusters Score -8619396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8619399.000000 Penalty: 5331.478027
	Iteration 82Q: 3 clusters Score -8619399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8619399.000000 Penalty: 5331.478027
	Iteration 83Q: 3 clusters Score -8619399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8619400.000000 Penalty: 5331.478027
	Iteration 84Q: 3 clusters Score -8619400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -8619391.000000 Penalty: 5331.478027
	Iteration 85Q: 3 clusters Score -8619391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -8619388.000000 Penalty: 5331.478027
	Iteration 86Q: 3 clusters Score -8619388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8619389.000000 Penalty: 5331.478027
	Iteration 87Q: 3 clusters Score -8619389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8619392.000000 Penalty: 5331.478027
	Iteration 88Q: 3 clusters Score -8619392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -8619393.000000 Penalty: 5331.478027
	Iteration 89Q: 3 clusters Score -8619393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -8619396.000000 Penalty: 5331.478027
	Iteration 90Q: 3 clusters Score -8619396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
Score: -8619386.000000 Penalty: 5331.478027
	Iteration 91Q: 3 clusters Score -8619386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8619396.000000 Penalty: 5331.478027
	Iteration 92Q: 3 clusters Score -8619396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8619393.000000 Penalty: 5331.478027
	Iteration 93Q: 3 clusters Score -8619393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -8619396.000000 Penalty: 5331.478027
	Iteration 94Q: 3 clusters Score -8619396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -8619398.000000 Penalty: 5331.478027
	Iteration 95Q: 3 clusters Score -8619398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8619397.000000 Penalty: 5331.478027
	Iteration 96Q: 3 clusters Score -8619397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8619400.000000 Penalty: 5331.478027
	Iteration 97Q: 3 clusters Score -8619400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8619397.000000 Penalty: 5331.478027
	Iteration 98Q: 3 clusters Score -8619397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8619403.000000 Penalty: 5331.478027
	Iteration 99Q: 3 clusters Score -8619403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -8619400.000000 Penalty: 5331.478027
	Iteration 100F: 3 clusters Score -8619400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -8619399.000000 Penalty: 5331.478027
	Iteration 101Q: 3 clusters Score -8619399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8619399.000000 Penalty: 5331.478027
	Iteration 102Q: 3 clusters Score -8619399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -8619398.000000 Penalty: 5331.478027
	Iteration 103Q: 3 clusters Score -8619398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8619398.000000 Penalty: 5331.478027
	Iteration 104Q: 3 clusters Score -8619398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8619395.000000 Penalty: 5331.478027
	Iteration 105Q: 3 clusters Score -8619395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8619399.000000 Penalty: 5331.478027
	Iteration 106Q: 3 clusters Score -8619399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -8619388.000000 Penalty: 5331.478027
	Iteration 107Q: 3 clusters Score -8619388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8619388.000000 Penalty: 5331.478027
	Iteration 108Q: 3 clusters Score -8619388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8619391.000000 Penalty: 5331.478027
	Iteration 109Q: 3 clusters Score -8619391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8619391.000000 Penalty: 5331.478027
	Iteration 110F: 3 clusters Score -8619391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -54326.261719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -54326.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53007.570312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -53007.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53129.761719 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -53129.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53161.851562 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -53161.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53174.000000 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -53174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -53174.000000 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -53174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Entering Unmasked Estep 
Score: -9077578.000000 Penalty: 2675.193115
	Iteration 0F: 2 clusters Score -9077578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -9047930.000000 Penalty: 5350.386230
	Iteration 0F: 3 clusters Score -9047930 nChanged 22187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -9060035.000000 Penalty: 5350.386230
	Iteration 1F: 3 clusters Score -9060035 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -9060564.000000 Penalty: 5350.386230
	Iteration 2Q: 3 clusters Score -9060564 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -9061063.000000 Penalty: 5350.386230
	Iteration 3Q: 3 clusters Score -9061063 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -9061664.000000 Penalty: 5350.386230
	Iteration 4Q: 3 clusters Score -9061664 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -9062528.000000 Penalty: 5350.386230
	Iteration 5Q: 3 clusters Score -9062528 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -9063966.000000 Penalty: 5350.386230
	Iteration 6F: 3 clusters Score -9063966 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -9065907.000000 Penalty: 5350.386230
	Iteration 7F: 3 clusters Score -9065907 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -9068318.000000 Penalty: 5350.386230
	Iteration 8F: 3 clusters Score -9068318 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -9070748.000000 Penalty: 5350.386230
	Iteration 9F: 3 clusters Score -9070748 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -9072681.000000 Penalty: 5350.386230
	Iteration 10Q: 3 clusters Score -9072681 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -9073814.000000 Penalty: 5350.386230
	Iteration 11Q: 3 clusters Score -9073814 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -9074398.000000 Penalty: 5350.386230
	Iteration 12Q: 3 clusters Score -9074398 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9074713.000000 Penalty: 5350.386230
	Iteration 13Q: 3 clusters Score -9074713 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -9074913.000000 Penalty: 5350.386230
	Iteration 14Q: 3 clusters Score -9074913 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -9075098.000000 Penalty: 5350.386230
	Iteration 15Q: 3 clusters Score -9075098 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -9075290.000000 Penalty: 5350.386230
	Iteration 16Q: 3 clusters Score -9075290 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -9075449.000000 Penalty: 5350.386230
	Iteration 17Q: 3 clusters Score -9075449 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -9075584.000000 Penalty: 5350.386230
	Iteration 18Q: 3 clusters Score -9075584 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -9075670.000000 Penalty: 5350.386230
	Iteration 19Q: 3 clusters Score -9075670 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -9075766.000000 Penalty: 5350.386230
	Iteration 20F: 3 clusters Score -9075766 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -9075884.000000 Penalty: 5350.386230
	Iteration 21Q: 3 clusters Score -9075884 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -9075937.000000 Penalty: 5350.386230
	Iteration 22Q: 3 clusters Score -9075937 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -9076013.000000 Penalty: 5350.386230
	Iteration 23Q: 3 clusters Score -9076013 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -9076063.000000 Penalty: 5350.386230
	Iteration 24Q: 3 clusters Score -9076063 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -9076103.000000 Penalty: 5350.386230
	Iteration 25Q: 3 clusters Score -9076103 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -9076202.000000 Penalty: 5350.386230
	Iteration 26Q: 3 clusters Score -9076202 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -9076276.000000 Penalty: 5350.386230
	Iteration 27Q: 3 clusters Score -9076276 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -9076293.000000 Penalty: 5350.386230
	Iteration 28Q: 3 clusters Score -9076293 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -9076319.000000 Penalty: 5350.386230
	Iteration 29Q: 3 clusters Score -9076319 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -9076322.000000 Penalty: 5350.386230
	Iteration 30Q: 3 clusters Score -9076322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -9076309.000000 Penalty: 5350.386230
	Iteration 31Q: 3 clusters Score -9076309 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 46240 members 
Entering Unmasked Estep 
Score: -9076301.000000 Penalty: 5350.386230
	Iteration 32Q: 3 clusters Score -9076301 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -9076244.000000 Penalty: 5350.386230
	Iteration 33Q: 3 clusters Score -9076244 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -9076223.000000 Penalty: 5350.386230
	Iteration 34Q: 3 clusters Score -9076223 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -9076138.000000 Penalty: 5350.386230
	Iteration 35Q: 3 clusters Score -9076138 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46980 members 
Entering Unmasked Estep 
Score: -9076101.000000 Penalty: 5350.386230
	Iteration 36Q: 3 clusters Score -9076101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -9076074.000000 Penalty: 5350.386230
	Iteration 37Q: 3 clusters Score -9076074 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -9076022.000000 Penalty: 5350.386230
	Iteration 38Q: 3 clusters Score -9076022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9075964.000000 Penalty: 5350.386230
	Iteration 39Q: 3 clusters Score -9075964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -9075931.000000 Penalty: 5350.386230
	Iteration 40F: 3 clusters Score -9075931 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -9075901.000000 Penalty: 5350.386230
	Iteration 41Q: 3 clusters Score -9075901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9075903.000000 Penalty: 5350.386230
	Iteration 42Q: 3 clusters Score -9075903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -9075893.000000 Penalty: 5350.386230
	Iteration 43Q: 3 clusters Score -9075893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -9075879.000000 Penalty: 5350.386230
	Iteration 44Q: 3 clusters Score -9075879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -9075872.000000 Penalty: 5350.386230
	Iteration 45Q: 3 clusters Score -9075872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -9075876.000000 Penalty: 5350.386230
	Iteration 46Q: 3 clusters Score -9075876 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -9075862.000000 Penalty: 5350.386230
	Iteration 47Q: 3 clusters Score -9075862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -9075851.000000 Penalty: 5350.386230
	Iteration 48Q: 3 clusters Score -9075851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 47664 members 
Entering Unmasked Estep 
Score: -9075830.000000 Penalty: 5350.386230
	Iteration 49Q: 3 clusters Score -9075830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -9075817.000000 Penalty: 5350.386230
	Iteration 50Q: 3 clusters Score -9075817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -9075815.000000 Penalty: 5350.386230
	Iteration 51Q: 3 clusters Score -9075815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -9075815.000000 Penalty: 5350.386230
	Iteration 52Q: 3 clusters Score -9075815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9075811.000000 Penalty: 5350.386230
	Iteration 53Q: 3 clusters Score -9075811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -9075799.000000 Penalty: 5350.386230
	Iteration 54Q: 3 clusters Score -9075799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -9075795.000000 Penalty: 5350.386230
	Iteration 55Q: 3 clusters Score -9075795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -9075793.000000 Penalty: 5350.386230
	Iteration 56Q: 3 clusters Score -9075793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -9075791.000000 Penalty: 5350.386230
	Iteration 57Q: 3 clusters Score -9075791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -9075791.000000 Penalty: 5350.386230
	Iteration 58Q: 3 clusters Score -9075791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -9075791.000000 Penalty: 5350.386230
	Iteration 59F: 3 clusters Score -9075791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Entering Unmasked Estep 
Score: -8041514.000000 Penalty: 2647.481934
	Iteration 0F: 2 clusters Score -8041514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -8012552.000000 Penalty: 5294.963867
	Iteration 0F: 3 clusters Score -8012552 nChanged 19818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -8023279.500000 Penalty: 5294.963867
	Iteration 1F: 3 clusters Score -8023280 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8023743.500000 Penalty: 5294.963867
	Iteration 2Q: 3 clusters Score -8023744 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -8024205.000000 Penalty: 5294.963867
	Iteration 3Q: 3 clusters Score -8024205 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -8024752.500000 Penalty: 5294.963867
	Iteration 4Q: 3 clusters Score -8024752 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -8025355.500000 Penalty: 5294.963867
	Iteration 5Q: 3 clusters Score -8025356 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -8026220.500000 Penalty: 5294.963867
	Iteration 6Q: 3 clusters Score -8026220 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -8027550.000000 Penalty: 5294.963867
	Iteration 7F: 3 clusters Score -8027550 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -8029457.000000 Penalty: 5294.963867
	Iteration 8F: 3 clusters Score -8029457 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -8031939.500000 Penalty: 5294.963867
	Iteration 9F: 3 clusters Score -8031940 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -8034474.500000 Penalty: 5294.963867
	Iteration 10F: 3 clusters Score -8034474 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -8036267.000000 Penalty: 5294.963867
	Iteration 11Q: 3 clusters Score -8036267 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8037311.500000 Penalty: 5294.963867
	Iteration 12Q: 3 clusters Score -8037312 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -8037925.000000 Penalty: 5294.963867
	Iteration 13Q: 3 clusters Score -8037925 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8038315.000000 Penalty: 5294.963867
	Iteration 14Q: 3 clusters Score -8038315 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8038630.000000 Penalty: 5294.963867
	Iteration 15Q: 3 clusters Score -8038630 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -8038870.000000 Penalty: 5294.963867
	Iteration 16Q: 3 clusters Score -8038870 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8039073.500000 Penalty: 5294.963867
	Iteration 17Q: 3 clusters Score -8039074 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8039228.000000 Penalty: 5294.963867
	Iteration 18Q: 3 clusters Score -8039228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8039333.500000 Penalty: 5294.963867
	Iteration 19Q: 3 clusters Score -8039334 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8039406.000000 Penalty: 5294.963867
	Iteration 20F: 3 clusters Score -8039406 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8039518.500000 Penalty: 5294.963867
	Iteration 21Q: 3 clusters Score -8039518 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8039590.000000 Penalty: 5294.963867
	Iteration 22Q: 3 clusters Score -8039590 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8039646.500000 Penalty: 5294.963867
	Iteration 23Q: 3 clusters Score -8039646 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8039713.000000 Penalty: 5294.963867
	Iteration 24Q: 3 clusters Score -8039713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8039735.000000 Penalty: 5294.963867
	Iteration 25Q: 3 clusters Score -8039735 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8039732.500000 Penalty: 5294.963867
	Iteration 26Q: 3 clusters Score -8039732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8039756.000000 Penalty: 5294.963867
	Iteration 27Q: 3 clusters Score -8039756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8039766.000000 Penalty: 5294.963867
	Iteration 28Q: 3 clusters Score -8039766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8039776.500000 Penalty: 5294.963867
	Iteration 29Q: 3 clusters Score -8039776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8039769.500000 Penalty: 5294.963867
	Iteration 30Q: 3 clusters Score -8039770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -8039765.000000 Penalty: 5294.963867
	Iteration 31Q: 3 clusters Score -8039765 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8039771.500000 Penalty: 5294.963867
	Iteration 32Q: 3 clusters Score -8039772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -8039774.500000 Penalty: 5294.963867
	Iteration 33Q: 3 clusters Score -8039774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8039773.500000 Penalty: 5294.963867
	Iteration 34Q: 3 clusters Score -8039774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8039786.500000 Penalty: 5294.963867
	Iteration 35Q: 3 clusters Score -8039786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8039780.500000 Penalty: 5294.963867
	Iteration 36Q: 3 clusters Score -8039780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8039786.500000 Penalty: 5294.963867
	Iteration 37Q: 3 clusters Score -8039786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8039791.000000 Penalty: 5294.963867
	Iteration 38Q: 3 clusters Score -8039791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8039793.500000 Penalty: 5294.963867
	Iteration 39Q: 3 clusters Score -8039794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8039787.000000 Penalty: 5294.963867
	Iteration 40F: 3 clusters Score -8039787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8039799.500000 Penalty: 5294.963867
	Iteration 41Q: 3 clusters Score -8039800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8039798.500000 Penalty: 5294.963867
	Iteration 42Q: 3 clusters Score -8039798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8039806.000000 Penalty: 5294.963867
	Iteration 43Q: 3 clusters Score -8039806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8039801.000000 Penalty: 5294.963867
	Iteration 44Q: 3 clusters Score -8039801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8039802.000000 Penalty: 5294.963867
	Iteration 45Q: 3 clusters Score -8039802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8039810.500000 Penalty: 5294.963867
	Iteration 46Q: 3 clusters Score -8039810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40893 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8039812.000000 Penalty: 5294.963867
	Iteration 47Q: 3 clusters Score -8039812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8039801.500000 Penalty: 5294.963867
	Iteration 48Q: 3 clusters Score -8039802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8039799.000000 Penalty: 5294.963867
	Iteration 49Q: 3 clusters Score -8039799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8039790.500000 Penalty: 5294.963867
	Iteration 50Q: 3 clusters Score -8039790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8039790.500000 Penalty: 5294.963867
	Iteration 51Q: 3 clusters Score -8039790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8039790.500000 Penalty: 5294.963867
	Iteration 52Q: 3 clusters Score -8039790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8039790.500000 Penalty: 5294.963867
	Iteration 53F: 3 clusters Score -8039790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Entering Unmasked Estep 
Score: -7905417.000000 Penalty: 2640.943604
	Iteration 0F: 2 clusters Score -7905417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7877522.500000 Penalty: 5281.887207
	Iteration 0F: 3 clusters Score -7877522 nChanged 19331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -7888436.500000 Penalty: 5281.887207
	Iteration 1F: 3 clusters Score -7888436 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -7889418.000000 Penalty: 5281.887207
	Iteration 2F: 3 clusters Score -7889418 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -7890666.500000 Penalty: 5281.887207
	Iteration 3F: 3 clusters Score -7890666 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -7892294.500000 Penalty: 5281.887207
	Iteration 4F: 3 clusters Score -7892294 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -7894345.000000 Penalty: 5281.887207
	Iteration 5F: 3 clusters Score -7894345 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -7896715.000000 Penalty: 5281.887207
	Iteration 6F: 3 clusters Score -7896715 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -7899136.500000 Penalty: 5281.887207
	Iteration 7F: 3 clusters Score -7899136 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -7900992.500000 Penalty: 5281.887207
	Iteration 8Q: 3 clusters Score -7900992 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 37401 members 
Entering Unmasked Estep 
Score: -7902106.000000 Penalty: 5281.887207
	Iteration 9Q: 3 clusters Score -7902106 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -7902747.000000 Penalty: 5281.887207
	Iteration 10Q: 3 clusters Score -7902747 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -7903374.500000 Penalty: 5281.887207
	Iteration 11Q: 3 clusters Score -7903374 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7903810.000000 Penalty: 5281.887207
	Iteration 12Q: 3 clusters Score -7903810 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7904155.500000 Penalty: 5281.887207
	Iteration 13Q: 3 clusters Score -7904156 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7904355.500000 Penalty: 5281.887207
	Iteration 14Q: 3 clusters Score -7904356 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -7904440.000000 Penalty: 5281.887207
	Iteration 15Q: 3 clusters Score -7904440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7904477.000000 Penalty: 5281.887207
	Iteration 16Q: 3 clusters Score -7904477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -7904505.500000 Penalty: 5281.887207
	Iteration 17Q: 3 clusters Score -7904506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7904529.000000 Penalty: 5281.887207
	Iteration 18Q: 3 clusters Score -7904529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7904540.500000 Penalty: 5281.887207
	Iteration 19Q: 3 clusters Score -7904540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7904539.000000 Penalty: 5281.887207
	Iteration 20F: 3 clusters Score -7904539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -7904548.500000 Penalty: 5281.887207
	Iteration 21Q: 3 clusters Score -7904548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
Score: -7904549.500000 Penalty: 5281.887207
	Iteration 22Q: 3 clusters Score -7904550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7904540.000000 Penalty: 5281.887207
	Iteration 23Q: 3 clusters Score -7904540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -7904547.000000 Penalty: 5281.887207
	Iteration 24Q: 3 clusters Score -7904547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7904543.500000 Penalty: 5281.887207
	Iteration 25Q: 3 clusters Score -7904544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7904543.500000 Penalty: 5281.887207
	Iteration 26F: 3 clusters Score -7904544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -189644.484375 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -189644.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187629.843750 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -187629.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188238.390625 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -188238.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -188472.171875 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -188472.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -188624.531250 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -188624.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188754.250000 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -188754.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -188873.375000 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -188873.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -188939.984375 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -188940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -189023.015625 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -189023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -189072.046875 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -189072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -189128.140625 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -189128.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -189191.281250 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -189191.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -189267.640625 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -189267.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -189319.984375 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -189320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -189401.453125 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -189401.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -189480.875000 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -189480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189584.859375 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -189584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -189687.937500 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -189687.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -189770.734375 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -189770.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -189812.343750 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -189812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -189823.421875 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -189823.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -189833.828125 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -189833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189865.734375 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -189865.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -189888.515625 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -189888.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189908.562500 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -189908.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -189930.890625 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -189930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189937.328125 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -189937.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189938.687500 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -189938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -189938.781250 Penalty: 3525.688965
	Iteration 27F: 3 clusters Score -189938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -189942.796875 Penalty: 3525.688965
	Iteration 28Q: 3 clusters Score -189942.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189943.703125 Penalty: 3525.688965
	Iteration 29Q: 3 clusters Score -189943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -189944.218750 Penalty: 3525.688965
	Iteration 30Q: 3 clusters Score -189944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189944.703125 Penalty: 3525.688965
	Iteration 31Q: 3 clusters Score -189944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -189944.703125 Penalty: 3525.688965
	Iteration 32F: 3 clusters Score -189944.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 19941 members 
Mstep: Class 3 contains 51421 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 49873 members 
Mstep: Class 6 contains 23167 members 
Mstep: Class 7 contains 46581 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 590 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49722 members 
Mstep: Class 16 contains 52308 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 53769 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30297 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6867 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45870 members 
Mstep: Class 27 contains 44712 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 632 members 
Entering Unmasked Estep 
Score: -137144064.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137145536.000000 to -137144064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -99270.164062 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -99270.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97672.554688 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -97672.55 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -97870.945312 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -97870.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -97964.242188 Penalty: 3143.942627
	Iteration 2F: 3 clusters Score -97964.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98026.585938 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -98026.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98100.445312 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -98100.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98151.718750 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -98151.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -98172.601562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -98172.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98180.523438 Penalty: 3143.942627
	Iteration 7Q: 3 clusters Score -98180.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98187.546875 Penalty: 3143.942627
	Iteration 8Q: 3 clusters Score -98187.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98187.906250 Penalty: 3143.942627
	Iteration 9Q: 3 clusters Score -98187.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98187.906250 Penalty: 3143.942627
	Iteration 10F: 3 clusters Score -98187.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -136655.390625 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -136655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -134949.578125 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -134949.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -135330.890625 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -135330.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -135510.578125 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -135510.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135645.328125 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -135645.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -135732.015625 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -135732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -135831.843750 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -135831.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -135935.500000 Penalty: 3310.582520
	Iteration 6F: 3 clusters Score -135935.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -136004.796875 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -136004.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -136115.750000 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -136115.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -136194.656250 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -136194.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -136269.078125 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -136269.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -136346.734375 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -136346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -136419.796875 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -136419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -136562.171875 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -136562.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -136652.937500 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -136652.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -136670.046875 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -136670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -136698.875000 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -136698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -136701.296875 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -136701.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -136723.328125 Penalty: 3310.582520
	Iteration 18F: 3 clusters Score -136723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -136795.421875 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -136795.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -136832.062500 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -136832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -136873.578125 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -136873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -136921.531250 Penalty: 3310.582520
	Iteration 22Q: 3 clusters Score -136921.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -136985.203125 Penalty: 3310.582520
	Iteration 23Q: 3 clusters Score -136985.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -137065.703125 Penalty: 3310.582520
	Iteration 24Q: 3 clusters Score -137065.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -137157.687500 Penalty: 3310.582520
	Iteration 25Q: 3 clusters Score -137157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -137204.296875 Penalty: 3310.582520
	Iteration 26Q: 3 clusters Score -137204.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -137235.953125 Penalty: 3310.582520
	Iteration 27Q: 3 clusters Score -137236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -137241.218750 Penalty: 3310.582520
	Iteration 28Q: 3 clusters Score -137241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -137245.125000 Penalty: 3310.582520
	Iteration 29F: 3 clusters Score -137245.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -137250.250000 Penalty: 3310.582520
	Iteration 30Q: 3 clusters Score -137250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -137250.250000 Penalty: 3310.582520
	Iteration 31F: 3 clusters Score -137250.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 19941 members 
Mstep: Class 3 contains 51421 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 49873 members 
Mstep: Class 6 contains 23167 members 
Mstep: Class 7 contains 46581 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 572 members 
Mstep: Class 15 contains 49722 members 
Mstep: Class 16 contains 52308 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 53769 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30297 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6867 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45870 members 
Mstep: Class 27 contains 44712 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 220 members 
Entering Unmasked Estep 
Score: -137144192.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137145536.000000 to -137144192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (49722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Entering Unmasked Estep 
Score: -9289335.000000 Penalty: 2681.922363
	Iteration 0F: 2 clusters Score -9289335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9257122.000000 Penalty: 5363.844727
	Iteration 0F: 3 clusters Score -9257122 nChanged 23153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -9269732.000000 Penalty: 5363.844727
	Iteration 1F: 3 clusters Score -9269732 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -9270442.000000 Penalty: 5363.844727
	Iteration 2Q: 3 clusters Score -9270442 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -9271308.000000 Penalty: 5363.844727
	Iteration 3Q: 3 clusters Score -9271308 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -9272763.000000 Penalty: 5363.844727
	Iteration 4F: 3 clusters Score -9272763 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -9275000.000000 Penalty: 5363.844727
	Iteration 5F: 3 clusters Score -9275000 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -9278122.000000 Penalty: 5363.844727
	Iteration 6F: 3 clusters Score -9278122 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -9281583.000000 Penalty: 5363.844727
	Iteration 7F: 3 clusters Score -9281583 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -9284507.000000 Penalty: 5363.844727
	Iteration 8F: 3 clusters Score -9284507 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -9285976.000000 Penalty: 5363.844727
	Iteration 9Q: 3 clusters Score -9285976 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -9286525.000000 Penalty: 5363.844727
	Iteration 10Q: 3 clusters Score -9286525 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -9286727.000000 Penalty: 5363.844727
	Iteration 11Q: 3 clusters Score -9286727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -9286844.000000 Penalty: 5363.844727
	Iteration 12Q: 3 clusters Score -9286844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9286926.000000 Penalty: 5363.844727
	Iteration 13Q: 3 clusters Score -9286926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -9286988.000000 Penalty: 5363.844727
	Iteration 14Q: 3 clusters Score -9286988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -9287005.000000 Penalty: 5363.844727
	Iteration 15Q: 3 clusters Score -9287005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -9287033.000000 Penalty: 5363.844727
	Iteration 16Q: 3 clusters Score -9287033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -9287034.000000 Penalty: 5363.844727
	Iteration 17Q: 3 clusters Score -9287034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -9287041.000000 Penalty: 5363.844727
	Iteration 18Q: 3 clusters Score -9287041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9287051.000000 Penalty: 5363.844727
	Iteration 19Q: 3 clusters Score -9287051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -9287048.000000 Penalty: 5363.844727
	Iteration 20F: 3 clusters Score -9287048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -9287050.000000 Penalty: 5363.844727
	Iteration 21Q: 3 clusters Score -9287050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -9287057.000000 Penalty: 5363.844727
	Iteration 22Q: 3 clusters Score -9287057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -9287053.000000 Penalty: 5363.844727
	Iteration 23Q: 3 clusters Score -9287053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9287061.000000 Penalty: 5363.844727
	Iteration 24Q: 3 clusters Score -9287061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9287061.000000 Penalty: 5363.844727
	Iteration 25F: 3 clusters Score -9287061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Entering Unmasked Estep 
Score: -9830034.000000 Penalty: 2694.496338
	Iteration 0F: 2 clusters Score -9830034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -9798140.000000 Penalty: 5388.992676
	Iteration 0F: 3 clusters Score -9798140 nChanged 24138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -9811685.000000 Penalty: 5388.992676
	Iteration 1F: 3 clusters Score -9811685 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -9812460.000000 Penalty: 5388.992676
	Iteration 2Q: 3 clusters Score -9812460 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -9813375.000000 Penalty: 5388.992676
	Iteration 3Q: 3 clusters Score -9813375 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -9814569.000000 Penalty: 5388.992676
	Iteration 4F: 3 clusters Score -9814569 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -9816245.000000 Penalty: 5388.992676
	Iteration 5F: 3 clusters Score -9816245 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -9818541.000000 Penalty: 5388.992676
	Iteration 6F: 3 clusters Score -9818541 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -9821080.000000 Penalty: 5388.992676
	Iteration 7F: 3 clusters Score -9821080 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -9823419.000000 Penalty: 5388.992676
	Iteration 8F: 3 clusters Score -9823419 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -9825083.000000 Penalty: 5388.992676
	Iteration 9Q: 3 clusters Score -9825083 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -9826196.000000 Penalty: 5388.992676
	Iteration 10Q: 3 clusters Score -9826196 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -9826887.000000 Penalty: 5388.992676
	Iteration 11Q: 3 clusters Score -9826887 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9827185.000000 Penalty: 5388.992676
	Iteration 12Q: 3 clusters Score -9827185 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -9827442.000000 Penalty: 5388.992676
	Iteration 13Q: 3 clusters Score -9827442 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -9827725.000000 Penalty: 5388.992676
	Iteration 14Q: 3 clusters Score -9827725 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -9827805.000000 Penalty: 5388.992676
	Iteration 15Q: 3 clusters Score -9827805 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -9828022.000000 Penalty: 5388.992676
	Iteration 16Q: 3 clusters Score -9828022 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9828266.000000 Penalty: 5388.992676
	Iteration 17Q: 3 clusters Score -9828266 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -9828416.000000 Penalty: 5388.992676
	Iteration 18Q: 3 clusters Score -9828416 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9828530.000000 Penalty: 5388.992676
	Iteration 19Q: 3 clusters Score -9828530 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -9828604.000000 Penalty: 5388.992676
	Iteration 20F: 3 clusters Score -9828604 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -9828689.000000 Penalty: 5388.992676
	Iteration 21Q: 3 clusters Score -9828689 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -9828762.000000 Penalty: 5388.992676
	Iteration 22Q: 3 clusters Score -9828762 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -9828827.000000 Penalty: 5388.992676
	Iteration 23Q: 3 clusters Score -9828827 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -9828833.000000 Penalty: 5388.992676
	Iteration 24Q: 3 clusters Score -9828833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -9828868.000000 Penalty: 5388.992676
	Iteration 25Q: 3 clusters Score -9828868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -9828891.000000 Penalty: 5388.992676
	Iteration 26Q: 3 clusters Score -9828891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 41730 members 
Entering Unmasked Estep 
Score: -9828909.000000 Penalty: 5388.992676
	Iteration 27Q: 3 clusters Score -9828909 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -9828911.000000 Penalty: 5388.992676
	Iteration 28Q: 3 clusters Score -9828911 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -9828905.000000 Penalty: 5388.992676
	Iteration 29Q: 3 clusters Score -9828905 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -9828915.000000 Penalty: 5388.992676
	Iteration 30Q: 3 clusters Score -9828915 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -9828887.000000 Penalty: 5388.992676
	Iteration 31Q: 3 clusters Score -9828887 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -9828901.000000 Penalty: 5388.992676
	Iteration 32Q: 3 clusters Score -9828901 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -9828920.000000 Penalty: 5388.992676
	Iteration 33Q: 3 clusters Score -9828920 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -9828970.000000 Penalty: 5388.992676
	Iteration 34Q: 3 clusters Score -9828970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -9828965.000000 Penalty: 5388.992676
	Iteration 35Q: 3 clusters Score -9828965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -9828961.000000 Penalty: 5388.992676
	Iteration 36Q: 3 clusters Score -9828961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -9828953.000000 Penalty: 5388.992676
	Iteration 37Q: 3 clusters Score -9828953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -9828982.000000 Penalty: 5388.992676
	Iteration 38Q: 3 clusters Score -9828982 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
Score: -9828988.000000 Penalty: 5388.992676
	Iteration 39Q: 3 clusters Score -9828988 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -9828983.000000 Penalty: 5388.992676
	Iteration 40F: 3 clusters Score -9828983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -9828985.000000 Penalty: 5388.992676
	Iteration 41Q: 3 clusters Score -9828985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -9829003.000000 Penalty: 5388.992676
	Iteration 42Q: 3 clusters Score -9829003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -9828996.000000 Penalty: 5388.992676
	Iteration 43Q: 3 clusters Score -9828996 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -9828984.000000 Penalty: 5388.992676
	Iteration 44Q: 3 clusters Score -9828984 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -9828971.000000 Penalty: 5388.992676
	Iteration 45Q: 3 clusters Score -9828971 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -9829000.000000 Penalty: 5388.992676
	Iteration 46Q: 3 clusters Score -9829000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -9828988.000000 Penalty: 5388.992676
	Iteration 47Q: 3 clusters Score -9828988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -9828986.000000 Penalty: 5388.992676
	Iteration 48Q: 3 clusters Score -9828986 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -9829004.000000 Penalty: 5388.992676
	Iteration 49Q: 3 clusters Score -9829004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -9829026.000000 Penalty: 5388.992676
	Iteration 50Q: 3 clusters Score -9829026 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -9829027.000000 Penalty: 5388.992676
	Iteration 51Q: 3 clusters Score -9829027 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -9829033.000000 Penalty: 5388.992676
	Iteration 52Q: 3 clusters Score -9829033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -9829010.000000 Penalty: 5388.992676
	Iteration 53Q: 3 clusters Score -9829010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -9828998.000000 Penalty: 5388.992676
	Iteration 54Q: 3 clusters Score -9828998 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -9829022.000000 Penalty: 5388.992676
	Iteration 55Q: 3 clusters Score -9829022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -9829026.000000 Penalty: 5388.992676
	Iteration 56Q: 3 clusters Score -9829026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -9829002.000000 Penalty: 5388.992676
	Iteration 57Q: 3 clusters Score -9829002 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -9829004.000000 Penalty: 5388.992676
	Iteration 58Q: 3 clusters Score -9829004 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -9828991.000000 Penalty: 5388.992676
	Iteration 59Q: 3 clusters Score -9828991 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -9828980.000000 Penalty: 5388.992676
	Iteration 60F: 3 clusters Score -9828980 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -9828974.000000 Penalty: 5388.992676
	Iteration 61Q: 3 clusters Score -9828974 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -9828962.000000 Penalty: 5388.992676
	Iteration 62Q: 3 clusters Score -9828962 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -9828977.000000 Penalty: 5388.992676
	Iteration 63Q: 3 clusters Score -9828977 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -9828975.000000 Penalty: 5388.992676
	Iteration 64Q: 3 clusters Score -9828975 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -9828934.000000 Penalty: 5388.992676
	Iteration 65Q: 3 clusters Score -9828934 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -9828921.000000 Penalty: 5388.992676
	Iteration 66Q: 3 clusters Score -9828921 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -9828928.000000 Penalty: 5388.992676
	Iteration 67Q: 3 clusters Score -9828928 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9828939.000000 Penalty: 5388.992676
	Iteration 68Q: 3 clusters Score -9828939 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -9828930.000000 Penalty: 5388.992676
	Iteration 69Q: 3 clusters Score -9828930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -9828933.000000 Penalty: 5388.992676
	Iteration 70Q: 3 clusters Score -9828933 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -9828848.000000 Penalty: 5388.992676
	Iteration 71Q: 3 clusters Score -9828848 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -9828862.000000 Penalty: 5388.992676
	Iteration 72Q: 3 clusters Score -9828862 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -9828872.000000 Penalty: 5388.992676
	Iteration 73Q: 3 clusters Score -9828872 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -9828843.000000 Penalty: 5388.992676
	Iteration 74Q: 3 clusters Score -9828843 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -9828877.000000 Penalty: 5388.992676
	Iteration 75Q: 3 clusters Score -9828877 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -9828868.000000 Penalty: 5388.992676
	Iteration 76Q: 3 clusters Score -9828868 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -9828853.000000 Penalty: 5388.992676
	Iteration 77Q: 3 clusters Score -9828853 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -9828818.000000 Penalty: 5388.992676
	Iteration 78Q: 3 clusters Score -9828818 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -9828835.000000 Penalty: 5388.992676
	Iteration 79Q: 3 clusters Score -9828835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 35129 members 
Entering Unmasked Estep 
Score: -9828832.000000 Penalty: 5388.992676
	Iteration 80F: 3 clusters Score -9828832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9828810.000000 Penalty: 5388.992676
	Iteration 81Q: 3 clusters Score -9828810 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -9828811.000000 Penalty: 5388.992676
	Iteration 82Q: 3 clusters Score -9828811 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -9828797.000000 Penalty: 5388.992676
	Iteration 83Q: 3 clusters Score -9828797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -9828822.000000 Penalty: 5388.992676
	Iteration 84Q: 3 clusters Score -9828822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -9828788.000000 Penalty: 5388.992676
	Iteration 85Q: 3 clusters Score -9828788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9828781.000000 Penalty: 5388.992676
	Iteration 86Q: 3 clusters Score -9828781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -9828780.000000 Penalty: 5388.992676
	Iteration 87Q: 3 clusters Score -9828780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -9828775.000000 Penalty: 5388.992676
	Iteration 88Q: 3 clusters Score -9828775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -9828794.000000 Penalty: 5388.992676
	Iteration 89Q: 3 clusters Score -9828794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -9828805.000000 Penalty: 5388.992676
	Iteration 90Q: 3 clusters Score -9828805 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -9828805.000000 Penalty: 5388.992676
	Iteration 91Q: 3 clusters Score -9828805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -9828812.000000 Penalty: 5388.992676
	Iteration 92Q: 3 clusters Score -9828812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -9828810.000000 Penalty: 5388.992676
	Iteration 93Q: 3 clusters Score -9828810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -9828789.000000 Penalty: 5388.992676
	Iteration 94Q: 3 clusters Score -9828789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -9828783.000000 Penalty: 5388.992676
	Iteration 95Q: 3 clusters Score -9828783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -9828775.000000 Penalty: 5388.992676
	Iteration 96Q: 3 clusters Score -9828775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -9828757.000000 Penalty: 5388.992676
	Iteration 97Q: 3 clusters Score -9828757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -9828750.000000 Penalty: 5388.992676
	Iteration 98Q: 3 clusters Score -9828750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 34341 members 
Entering Unmasked Estep 
Score: -9828750.000000 Penalty: 5388.992676
	Iteration 99Q: 3 clusters Score -9828750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -9828749.000000 Penalty: 5388.992676
	Iteration 100F: 3 clusters Score -9828749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -9828728.000000 Penalty: 5388.992676
	Iteration 101Q: 3 clusters Score -9828728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -9828730.000000 Penalty: 5388.992676
	Iteration 102Q: 3 clusters Score -9828730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -9828717.000000 Penalty: 5388.992676
	Iteration 103Q: 3 clusters Score -9828717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -9828724.000000 Penalty: 5388.992676
	Iteration 104Q: 3 clusters Score -9828724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -9828739.000000 Penalty: 5388.992676
	Iteration 105Q: 3 clusters Score -9828739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -9828737.000000 Penalty: 5388.992676
	Iteration 106Q: 3 clusters Score -9828737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -9828723.000000 Penalty: 5388.992676
	Iteration 107Q: 3 clusters Score -9828723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -9828738.000000 Penalty: 5388.992676
	Iteration 108Q: 3 clusters Score -9828738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -9828735.000000 Penalty: 5388.992676
	Iteration 109Q: 3 clusters Score -9828735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -9828722.000000 Penalty: 5388.992676
	Iteration 110Q: 3 clusters Score -9828722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -9828727.000000 Penalty: 5388.992676
	Iteration 111Q: 3 clusters Score -9828727 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -9828712.000000 Penalty: 5388.992676
	Iteration 112Q: 3 clusters Score -9828712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -9828695.000000 Penalty: 5388.992676
	Iteration 113Q: 3 clusters Score -9828695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -9828698.000000 Penalty: 5388.992676
	Iteration 114Q: 3 clusters Score -9828698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
Score: -9828709.000000 Penalty: 5388.992676
	Iteration 115Q: 3 clusters Score -9828709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -9828713.000000 Penalty: 5388.992676
	Iteration 116Q: 3 clusters Score -9828713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9828715.000000 Penalty: 5388.992676
	Iteration 117Q: 3 clusters Score -9828715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -9828707.000000 Penalty: 5388.992676
	Iteration 118Q: 3 clusters Score -9828707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -9828702.000000 Penalty: 5388.992676
	Iteration 119Q: 3 clusters Score -9828702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -9828702.000000 Penalty: 5388.992676
	Iteration 120F: 3 clusters Score -9828702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -545806.812500 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -545806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -542557.687500 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -542557.7 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -543446.062500 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -543446.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -543838.250000 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -543838.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -544104.125000 Penalty: 3982.437012
	Iteration 3F: 3 clusters Score -544104.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -544281.500000 Penalty: 3982.437012
	Iteration 4F: 3 clusters Score -544281.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -544452.937500 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -544452.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -544589.875000 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -544589.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -544688.937500 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -544688.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -544769.250000 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -544769.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -544827.437500 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -544827.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -544868.625000 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -544868.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -544897.687500 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -544897.7 nChanged 35
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: -544921.375000 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -544921.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -544932.687500 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -544932.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -544939.812500 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -544939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -544945.375000 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -544945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -544947.437500 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -544947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -544951.687500 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -544951.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -544955.312500 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -544955.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -544956.062500 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -544956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -544957.312500 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -544957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -544957.250000 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -544957.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -544957.250000 Penalty: 3982.437012
	Iteration 22F: 3 clusters Score -544957.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Entering Unmasked Estep 
Score: -110400.460938 Penalty: 1670.473511
	Iteration 0F: 2 clusters Score -110400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -108779.382812 Penalty: 3340.947021
	Iteration 0F: 3 clusters Score -108779.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -109406.140625 Penalty: 3340.947021
	Iteration 1F: 3 clusters Score -109406.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109650.562500 Penalty: 3340.947021
	Iteration 2F: 3 clusters Score -109650.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109775.828125 Penalty: 3340.947021
	Iteration 3F: 3 clusters Score -109775.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109873.539062 Penalty: 3340.947021
	Iteration 4Q: 3 clusters Score -109873.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -109929.757812 Penalty: 3340.947021
	Iteration 5Q: 3 clusters Score -109929.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -109969.078125 Penalty: 3340.947021
	Iteration 6Q: 3 clusters Score -109969.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109997.226562 Penalty: 3340.947021
	Iteration 7Q: 3 clusters Score -109997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110015.078125 Penalty: 3340.947021
	Iteration 8Q: 3 clusters Score -110015.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -110024.609375 Penalty: 3340.947021
	Iteration 9Q: 3 clusters Score -110024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110031.523438 Penalty: 3340.947021
	Iteration 10Q: 3 clusters Score -110031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -110032.781250 Penalty: 3340.947021
	Iteration 11Q: 3 clusters Score -110032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110034.320312 Penalty: 3340.947021
	Iteration 12Q: 3 clusters Score -110034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -110034.320312 Penalty: 3340.947021
	Iteration 13F: 3 clusters Score -110034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Entering Unmasked Estep 
Score: -4953338.000000 Penalty: 2525.236816
	Iteration 0F: 2 clusters Score -4953338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4935096.500000 Penalty: 5050.473633
	Iteration 0F: 3 clusters Score -4935096 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -4941494.000000 Penalty: 5050.473633
	Iteration 1F: 3 clusters Score -4941494 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -4941888.000000 Penalty: 5050.473633
	Iteration 2Q: 3 clusters Score -4941888 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4942274.000000 Penalty: 5050.473633
	Iteration 3Q: 3 clusters Score -4942274 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -4942679.500000 Penalty: 5050.473633
	Iteration 4Q: 3 clusters Score -4942680 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4943122.000000 Penalty: 5050.473633
	Iteration 5Q: 3 clusters Score -4943122 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -4943792.000000 Penalty: 5050.473633
	Iteration 6Q: 3 clusters Score -4943792 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -4944724.500000 Penalty: 5050.473633
	Iteration 7F: 3 clusters Score -4944724 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -4946077.500000 Penalty: 5050.473633
	Iteration 8F: 3 clusters Score -4946078 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -4947707.500000 Penalty: 5050.473633
	Iteration 9F: 3 clusters Score -4947708 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -4949180.000000 Penalty: 5050.473633
	Iteration 10F: 3 clusters Score -4949180 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4950124.000000 Penalty: 5050.473633
	Iteration 11Q: 3 clusters Score -4950124 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4950632.500000 Penalty: 5050.473633
	Iteration 12Q: 3 clusters Score -4950632 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4950881.500000 Penalty: 5050.473633
	Iteration 13Q: 3 clusters Score -4950882 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4950997.500000 Penalty: 5050.473633
	Iteration 14Q: 3 clusters Score -4950998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4951026.000000 Penalty: 5050.473633
	Iteration 15Q: 3 clusters Score -4951026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4951048.500000 Penalty: 5050.473633
	Iteration 16Q: 3 clusters Score -4951048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4951077.500000 Penalty: 5050.473633
	Iteration 17Q: 3 clusters Score -4951078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4951088.000000 Penalty: 5050.473633
	Iteration 18Q: 3 clusters Score -4951088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4951097.000000 Penalty: 5050.473633
	Iteration 19Q: 3 clusters Score -4951097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4951105.500000 Penalty: 5050.473633
	Iteration 20F: 3 clusters Score -4951106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Entering Unmasked Estep 
Score: -10101221.000000 Penalty: 2701.328125
	Iteration 0F: 2 clusters Score -1.010122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -10070055.000000 Penalty: 5402.656250
	Iteration 0F: 3 clusters Score -1.007006e+07 nChanged 25007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -10084086.000000 Penalty: 5402.656250
	Iteration 1F: 3 clusters Score -1.008409e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -10084594.000000 Penalty: 5402.656250
	Iteration 2Q: 3 clusters Score -1.008459e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -10085146.000000 Penalty: 5402.656250
	Iteration 3Q: 3 clusters Score -1.008515e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -10085677.000000 Penalty: 5402.656250
	Iteration 4Q: 3 clusters Score -1.008568e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -10086365.000000 Penalty: 5402.656250
	Iteration 5Q: 3 clusters Score -1.008636e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -10087305.000000 Penalty: 5402.656250
	Iteration 6Q: 3 clusters Score -1.00873e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -10088506.000000 Penalty: 5402.656250
	Iteration 7Q: 3 clusters Score -1.008851e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -10090117.000000 Penalty: 5402.656250
	Iteration 8F: 3 clusters Score -1.009012e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -10092185.000000 Penalty: 5402.656250
	Iteration 9F: 3 clusters Score -1.009218e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -10094430.000000 Penalty: 5402.656250
	Iteration 10F: 3 clusters Score -1.009443e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -10096001.000000 Penalty: 5402.656250
	Iteration 11Q: 3 clusters Score -1.0096e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -10096855.000000 Penalty: 5402.656250
	Iteration 12Q: 3 clusters Score -1.009686e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -10097333.000000 Penalty: 5402.656250
	Iteration 13Q: 3 clusters Score -1.009733e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -10097636.000000 Penalty: 5402.656250
	Iteration 14Q: 3 clusters Score -1.009764e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -10097932.000000 Penalty: 5402.656250
	Iteration 15Q: 3 clusters Score -1.009793e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -10098119.000000 Penalty: 5402.656250
	Iteration 16Q: 3 clusters Score -1.009812e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -10098313.000000 Penalty: 5402.656250
	Iteration 17Q: 3 clusters Score -1.009831e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -10098498.000000 Penalty: 5402.656250
	Iteration 18Q: 3 clusters Score -1.00985e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -10098582.000000 Penalty: 5402.656250
	Iteration 19Q: 3 clusters Score -1.009858e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -10098681.000000 Penalty: 5402.656250
	Iteration 20F: 3 clusters Score -1.009868e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -10099288.000000 Penalty: 5402.656250
	Iteration 21Q: 3 clusters Score -1.009929e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -10099589.000000 Penalty: 5402.656250
	Iteration 22Q: 3 clusters Score -1.009959e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 50451 members 
Entering Unmasked Estep 
Score: -10099566.000000 Penalty: 5402.656250
	Iteration 23Q: 3 clusters Score -1.009957e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -10099390.000000 Penalty: 5402.656250
	Iteration 24Q: 3 clusters Score -1.009939e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -10099196.000000 Penalty: 5402.656250
	Iteration 25Q: 3 clusters Score -1.00992e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -10099028.000000 Penalty: 5402.656250
	Iteration 26Q: 3 clusters Score -1.009903e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 53138 members 
Entering Unmasked Estep 
Score: -10098974.000000 Penalty: 5402.656250
	Iteration 27Q: 3 clusters Score -1.009897e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -10099019.000000 Penalty: 5402.656250
	Iteration 28Q: 3 clusters Score -1.009902e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 53374 members 
Entering Unmasked Estep 
Score: -10099042.000000 Penalty: 5402.656250
	Iteration 29Q: 3 clusters Score -1.009904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 53414 members 
Entering Unmasked Estep 
Score: -10099031.000000 Penalty: 5402.656250
	Iteration 30Q: 3 clusters Score -1.009903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -10099038.000000 Penalty: 5402.656250
	Iteration 31Q: 3 clusters Score -1.009904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -10099047.000000 Penalty: 5402.656250
	Iteration 32Q: 3 clusters Score -1.009905e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -10099040.000000 Penalty: 5402.656250
	Iteration 33Q: 3 clusters Score -1.009904e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -10099041.000000 Penalty: 5402.656250
	Iteration 34Q: 3 clusters Score -1.009904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -10099047.000000 Penalty: 5402.656250
	Iteration 35Q: 3 clusters Score -1.009905e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -10099055.000000 Penalty: 5402.656250
	Iteration 36Q: 3 clusters Score -1.009906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -10099043.000000 Penalty: 5402.656250
	Iteration 37Q: 3 clusters Score -1.009904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -10099053.000000 Penalty: 5402.656250
	Iteration 38Q: 3 clusters Score -1.009905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -10099049.000000 Penalty: 5402.656250
	Iteration 39Q: 3 clusters Score -1.009905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -10099052.000000 Penalty: 5402.656250
	Iteration 40F: 3 clusters Score -1.009905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -10099053.000000 Penalty: 5402.656250
	Iteration 41Q: 3 clusters Score -1.009905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 53491 members 
Entering Unmasked Estep 
Score: -10099057.000000 Penalty: 5402.656250
	Iteration 42Q: 3 clusters Score -1.009906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -10099054.000000 Penalty: 5402.656250
	Iteration 43Q: 3 clusters Score -1.009905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -10099053.000000 Penalty: 5402.656250
	Iteration 44Q: 3 clusters Score -1.009905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -10099055.000000 Penalty: 5402.656250
	Iteration 45Q: 3 clusters Score -1.009906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -10099061.000000 Penalty: 5402.656250
	Iteration 46Q: 3 clusters Score -1.009906e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -10099071.000000 Penalty: 5402.656250
	Iteration 47Q: 3 clusters Score -1.009907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 53524 members 
Entering Unmasked Estep 
Score: -10099077.000000 Penalty: 5402.656250
	Iteration 48Q: 3 clusters Score -1.009908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 53527 members 
Entering Unmasked Estep 
Score: -10099068.000000 Penalty: 5402.656250
	Iteration 49Q: 3 clusters Score -1.009907e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10099065.000000 Penalty: 5402.656250
	Iteration 50Q: 3 clusters Score -1.009906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10099065.000000 Penalty: 5402.656250
	Iteration 51F: 3 clusters Score -1.009906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Entering Unmasked Estep 
Score: -2002400.000000 Penalty: 2303.686523
	Iteration 0F: 2 clusters Score -2002400 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 5349 members 
Entering Unmasked Estep 
Score: -1994251.875000 Penalty: 4607.373047
	Iteration 0F: 3 clusters Score -1994252 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1996949.750000 Penalty: 4607.373047
	Iteration 1F: 3 clusters Score -1996950 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1997620.375000 Penalty: 4607.373047
	Iteration 2F: 3 clusters Score -1997620 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1998353.625000 Penalty: 4607.373047
	Iteration 3F: 3 clusters Score -1998354 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1999050.000000 Penalty: 4607.373047
	Iteration 4F: 3 clusters Score -1999050 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1999707.625000 Penalty: 4607.373047
	Iteration 5F: 3 clusters Score -1999708 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2000162.625000 Penalty: 4607.373047
	Iteration 6F: 3 clusters Score -2000163 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -2000396.625000 Penalty: 4607.373047
	Iteration 7Q: 3 clusters Score -2000397 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2000523.125000 Penalty: 4607.373047
	Iteration 8Q: 3 clusters Score -2000523 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2000593.250000 Penalty: 4607.373047
	Iteration 9Q: 3 clusters Score -2000593 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2000642.625000 Penalty: 4607.373047
	Iteration 10Q: 3 clusters Score -2000643 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -2000665.875000 Penalty: 4607.373047
	Iteration 11Q: 3 clusters Score -2000666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2000681.000000 Penalty: 4607.373047
	Iteration 12Q: 3 clusters Score -2000681 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2000690.125000 Penalty: 4607.373047
	Iteration 13Q: 3 clusters Score -2000690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2000704.125000 Penalty: 4607.373047
	Iteration 14Q: 3 clusters Score -2000704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2000724.875000 Penalty: 4607.373047
	Iteration 15Q: 3 clusters Score -2000725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2000736.000000 Penalty: 4607.373047
	Iteration 16Q: 3 clusters Score -2000736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2000747.000000 Penalty: 4607.373047
	Iteration 17Q: 3 clusters Score -2000747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2000754.625000 Penalty: 4607.373047
	Iteration 18Q: 3 clusters Score -2000755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2000757.875000 Penalty: 4607.373047
	Iteration 19Q: 3 clusters Score -2000758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2000760.000000 Penalty: 4607.373047
	Iteration 20F: 3 clusters Score -2000760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2000763.625000 Penalty: 4607.373047
	Iteration 21Q: 3 clusters Score -2000764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2000766.250000 Penalty: 4607.373047
	Iteration 22Q: 3 clusters Score -2000766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2000765.875000 Penalty: 4607.373047
	Iteration 23Q: 3 clusters Score -2000766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -2000764.375000 Penalty: 4607.373047
	Iteration 24Q: 3 clusters Score -2000764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2000764.875000 Penalty: 4607.373047
	Iteration 25Q: 3 clusters Score -2000765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2000764.375000 Penalty: 4607.373047
	Iteration 26Q: 3 clusters Score -2000764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2000765.875000 Penalty: 4607.373047
	Iteration 27Q: 3 clusters Score -2000766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2000764.375000 Penalty: 4607.373047
	Iteration 28Q: 3 clusters Score -2000764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2000767.625000 Penalty: 4607.373047
	Iteration 29Q: 3 clusters Score -2000768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2000767.500000 Penalty: 4607.373047
	Iteration 30Q: 3 clusters Score -2000768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2000768.375000 Penalty: 4607.373047
	Iteration 31Q: 3 clusters Score -2000768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2000766.875000 Penalty: 4607.373047
	Iteration 32Q: 3 clusters Score -2000767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2000768.625000 Penalty: 4607.373047
	Iteration 33Q: 3 clusters Score -2000769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2000768.875000 Penalty: 4607.373047
	Iteration 34Q: 3 clusters Score -2000769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2000769.000000 Penalty: 4607.373047
	Iteration 35Q: 3 clusters Score -2000769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2000769.500000 Penalty: 4607.373047
	Iteration 36Q: 3 clusters Score -2000770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2000768.375000 Penalty: 4607.373047
	Iteration 37Q: 3 clusters Score -2000768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2000769.375000 Penalty: 4607.373047
	Iteration 38Q: 3 clusters Score -2000769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2000770.375000 Penalty: 4607.373047
	Iteration 39Q: 3 clusters Score -2000770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2000770.875000 Penalty: 4607.373047
	Iteration 40F: 3 clusters Score -2000771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2000773.000000 Penalty: 4607.373047
	Iteration 41Q: 3 clusters Score -2000773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2000772.125000 Penalty: 4607.373047
	Iteration 42Q: 3 clusters Score -2000772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2000772.375000 Penalty: 4607.373047
	Iteration 43Q: 3 clusters Score -2000772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2000775.875000 Penalty: 4607.373047
	Iteration 44Q: 3 clusters Score -2000776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2000780.875000 Penalty: 4607.373047
	Iteration 45Q: 3 clusters Score -2000781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2000784.625000 Penalty: 4607.373047
	Iteration 46Q: 3 clusters Score -2000785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2000781.125000 Penalty: 4607.373047
	Iteration 47Q: 3 clusters Score -2000781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2000780.500000 Penalty: 4607.373047
	Iteration 48Q: 3 clusters Score -2000780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2000779.125000 Penalty: 4607.373047
	Iteration 49Q: 3 clusters Score -2000779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2000777.250000 Penalty: 4607.373047
	Iteration 50Q: 3 clusters Score -2000777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2000777.250000 Penalty: 4607.373047
	Iteration 51F: 3 clusters Score -2000777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Entering Unmasked Estep 
Score: -5503997.000000 Penalty: 2559.063232
	Iteration 0F: 2 clusters Score -5503997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5483261.000000 Penalty: 5118.126465
	Iteration 0F: 3 clusters Score -5483261 nChanged 13646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5490684.500000 Penalty: 5118.126465
	Iteration 1F: 3 clusters Score -5490684 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -5491054.500000 Penalty: 5118.126465
	Iteration 2Q: 3 clusters Score -5491054 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5491417.000000 Penalty: 5118.126465
	Iteration 3Q: 3 clusters Score -5491417 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5491724.000000 Penalty: 5118.126465
	Iteration 4Q: 3 clusters Score -5491724 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -5492042.500000 Penalty: 5118.126465
	Iteration 5Q: 3 clusters Score -5492042 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -5492378.500000 Penalty: 5118.126465
	Iteration 6Q: 3 clusters Score -5492378 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -5492815.000000 Penalty: 5118.126465
	Iteration 7Q: 3 clusters Score -5492815 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -5493380.500000 Penalty: 5118.126465
	Iteration 8Q: 3 clusters Score -5493380 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5494120.500000 Penalty: 5118.126465
	Iteration 9Q: 3 clusters Score -5494120 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5495116.500000 Penalty: 5118.126465
	Iteration 10F: 3 clusters Score -5495116 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5496372.000000 Penalty: 5118.126465
	Iteration 11F: 3 clusters Score -5496372 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5497694.500000 Penalty: 5118.126465
	Iteration 12F: 3 clusters Score -5497694 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5499127.500000 Penalty: 5118.126465
	Iteration 13F: 3 clusters Score -5499128 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5500242.500000 Penalty: 5118.126465
	Iteration 14Q: 3 clusters Score -5500242 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5501038.000000 Penalty: 5118.126465
	Iteration 15Q: 3 clusters Score -5501038 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -5501538.000000 Penalty: 5118.126465
	Iteration 16Q: 3 clusters Score -5501538 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -5501819.500000 Penalty: 5118.126465
	Iteration 17Q: 3 clusters Score -5501820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5502001.500000 Penalty: 5118.126465
	Iteration 18Q: 3 clusters Score -5502002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -5502084.000000 Penalty: 5118.126465
	Iteration 19Q: 3 clusters Score -5502084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5502123.500000 Penalty: 5118.126465
	Iteration 20F: 3 clusters Score -5502124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -5502142.000000 Penalty: 5118.126465
	Iteration 21Q: 3 clusters Score -5502142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5502161.500000 Penalty: 5118.126465
	Iteration 22Q: 3 clusters Score -5502162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -5502178.500000 Penalty: 5118.126465
	Iteration 23Q: 3 clusters Score -5502178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -5502183.000000 Penalty: 5118.126465
	Iteration 24Q: 3 clusters Score -5502183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5502199.500000 Penalty: 5118.126465
	Iteration 25Q: 3 clusters Score -5502200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29360 members 
Entering Unmasked Estep 
Score: -5502202.500000 Penalty: 5118.126465
	Iteration 26Q: 3 clusters Score -5502202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -5502202.000000 Penalty: 5118.126465
	Iteration 27Q: 3 clusters Score -5502202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -5502194.500000 Penalty: 5118.126465
	Iteration 28Q: 3 clusters Score -5502194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -5502205.500000 Penalty: 5118.126465
	Iteration 29Q: 3 clusters Score -5502206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5502205.500000 Penalty: 5118.126465
	Iteration 30Q: 3 clusters Score -5502206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -5502208.500000 Penalty: 5118.126465
	Iteration 31Q: 3 clusters Score -5502208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5502215.500000 Penalty: 5118.126465
	Iteration 32Q: 3 clusters Score -5502216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -5502214.000000 Penalty: 5118.126465
	Iteration 33Q: 3 clusters Score -5502214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -5502214.000000 Penalty: 5118.126465
	Iteration 34Q: 3 clusters Score -5502214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5502211.000000 Penalty: 5118.126465
	Iteration 35Q: 3 clusters Score -5502211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5502211.000000 Penalty: 5118.126465
	Iteration 36F: 3 clusters Score -5502211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -441895.781250 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -441895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -438925.093750 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -438925.1 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -439620.375000 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -439620.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -439874.343750 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -439874.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -440008.968750 Penalty: 3892.102539
	Iteration 3F: 3 clusters Score -440009 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -440094.062500 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -440094.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -440155.531250 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -440155.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -440224.031250 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -440224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -440292.125000 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -440292.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -440351.750000 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -440351.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -440392.968750 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -440393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -440429.406250 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -440429.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -440457.531250 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -440457.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -440481.812500 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -440481.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -440497.062500 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -440497.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -440508.625000 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -440508.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440514.625000 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -440514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -440520.031250 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -440520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -440524.125000 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -440524.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -440528.875000 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -440528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -440530.250000 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -440530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -440531.406250 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -440531.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -440533.687500 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -440533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -440535.312500 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -440535.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -440538.406250 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -440538.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -440540.562500 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -440540.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -440543.812500 Penalty: 3892.102539
	Iteration 25Q: 3 clusters Score -440543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -440545.593750 Penalty: 3892.102539
	Iteration 26Q: 3 clusters Score -440545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -440550.500000 Penalty: 3892.102539
	Iteration 27Q: 3 clusters Score -440550.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -440552.906250 Penalty: 3892.102539
	Iteration 28Q: 3 clusters Score -440552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -440555.531250 Penalty: 3892.102539
	Iteration 29Q: 3 clusters Score -440555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -440557.906250 Penalty: 3892.102539
	Iteration 30Q: 3 clusters Score -440557.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -440559.156250 Penalty: 3892.102539
	Iteration 31Q: 3 clusters Score -440559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -440560.375000 Penalty: 3892.102539
	Iteration 32Q: 3 clusters Score -440560.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -440560.781250 Penalty: 3892.102539
	Iteration 33Q: 3 clusters Score -440560.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -440561.093750 Penalty: 3892.102539
	Iteration 34Q: 3 clusters Score -440561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -440563.718750 Penalty: 3892.102539
	Iteration 35Q: 3 clusters Score -440563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -440565.187500 Penalty: 3892.102539
	Iteration 36Q: 3 clusters Score -440565.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -440564.531250 Penalty: 3892.102539
	Iteration 37Q: 3 clusters Score -440564.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -440564.531250 Penalty: 3892.102539
	Iteration 38F: 3 clusters Score -440564.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Entering Unmasked Estep 
Score: -1280797.500000 Penalty: 2190.951660
	Iteration 0F: 2 clusters Score -1280798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1275051.125000 Penalty: 4381.903320
	Iteration 0F: 3 clusters Score -1275051 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1276484.875000 Penalty: 4381.903320
	Iteration 1F: 3 clusters Score -1276485 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1276736.875000 Penalty: 4381.903320
	Iteration 2F: 3 clusters Score -1276737 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1276907.375000 Penalty: 4381.903320
	Iteration 3F: 3 clusters Score -1276907 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1277041.125000 Penalty: 4381.903320
	Iteration 4Q: 3 clusters Score -1277041 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1277174.250000 Penalty: 4381.903320
	Iteration 5Q: 3 clusters Score -1277174 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1277307.125000 Penalty: 4381.903320
	Iteration 6Q: 3 clusters Score -1277307 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1277445.750000 Penalty: 4381.903320
	Iteration 7Q: 3 clusters Score -1277446 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1277610.125000 Penalty: 4381.903320
	Iteration 8Q: 3 clusters Score -1277610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1277788.250000 Penalty: 4381.903320
	Iteration 9Q: 3 clusters Score -1277788 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1277984.125000 Penalty: 4381.903320
	Iteration 10Q: 3 clusters Score -1277984 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1278205.500000 Penalty: 4381.903320
	Iteration 11Q: 3 clusters Score -1278206 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1278428.250000 Penalty: 4381.903320
	Iteration 12Q: 3 clusters Score -1278428 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1278642.125000 Penalty: 4381.903320
	Iteration 13Q: 3 clusters Score -1278642 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1278794.125000 Penalty: 4381.903320
	Iteration 14Q: 3 clusters Score -1278794 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1278908.625000 Penalty: 4381.903320
	Iteration 15Q: 3 clusters Score -1278909 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1279001.750000 Penalty: 4381.903320
	Iteration 16Q: 3 clusters Score -1279002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1279067.375000 Penalty: 4381.903320
	Iteration 17Q: 3 clusters Score -1279067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1279127.750000 Penalty: 4381.903320
	Iteration 18Q: 3 clusters Score -1279128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1279164.000000 Penalty: 4381.903320
	Iteration 19Q: 3 clusters Score -1279164 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1279190.375000 Penalty: 4381.903320
	Iteration 20F: 3 clusters Score -1279190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1279218.125000 Penalty: 4381.903320
	Iteration 21Q: 3 clusters Score -1279218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1279241.125000 Penalty: 4381.903320
	Iteration 22Q: 3 clusters Score -1279241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1279261.500000 Penalty: 4381.903320
	Iteration 23Q: 3 clusters Score -1279262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1279275.750000 Penalty: 4381.903320
	Iteration 24Q: 3 clusters Score -1279276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1279288.000000 Penalty: 4381.903320
	Iteration 25Q: 3 clusters Score -1279288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1279302.375000 Penalty: 4381.903320
	Iteration 26Q: 3 clusters Score -1279302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1279306.375000 Penalty: 4381.903320
	Iteration 27Q: 3 clusters Score -1279306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1279307.625000 Penalty: 4381.903320
	Iteration 28Q: 3 clusters Score -1279308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1279314.750000 Penalty: 4381.903320
	Iteration 29Q: 3 clusters Score -1279315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1279318.750000 Penalty: 4381.903320
	Iteration 30Q: 3 clusters Score -1279319 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1279324.000000 Penalty: 4381.903320
	Iteration 31Q: 3 clusters Score -1279324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1279330.250000 Penalty: 4381.903320
	Iteration 32Q: 3 clusters Score -1279330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1279335.250000 Penalty: 4381.903320
	Iteration 33Q: 3 clusters Score -1279335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1279338.500000 Penalty: 4381.903320
	Iteration 34Q: 3 clusters Score -1279338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1279344.750000 Penalty: 4381.903320
	Iteration 35Q: 3 clusters Score -1279345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1279342.125000 Penalty: 4381.903320
	Iteration 36Q: 3 clusters Score -1279342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1279342.875000 Penalty: 4381.903320
	Iteration 37Q: 3 clusters Score -1279343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1279344.375000 Penalty: 4381.903320
	Iteration 38Q: 3 clusters Score -1279344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1279344.125000 Penalty: 4381.903320
	Iteration 39Q: 3 clusters Score -1279344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1279345.875000 Penalty: 4381.903320
	Iteration 40F: 3 clusters Score -1279346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1279346.875000 Penalty: 4381.903320
	Iteration 41Q: 3 clusters Score -1279347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1279347.125000 Penalty: 4381.903320
	Iteration 42Q: 3 clusters Score -1279347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1279347.125000 Penalty: 4381.903320
	Iteration 43F: 3 clusters Score -1279347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45635.546875 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -45635.55 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 206 members 
Entering Unmasked Estep 
Score: -44252.015625 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -44252.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44459.058594 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -44459.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44540.445312 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -44540.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44614.417969 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -44614.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44659.382812 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -44659.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44671.785156 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -44671.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44687.753906 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -44687.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44701.648438 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -44701.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44714.156250 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -44714.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44720.371094 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -44720.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44720.371094 Penalty: 3008.789795
	Iteration 10F: 3 clusters Score -44720.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (45870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Entering Unmasked Estep 
Score: -8602470.000000 Penalty: 2661.924316
	Iteration 0F: 2 clusters Score -8602470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -8573340.000000 Penalty: 5323.848633
	Iteration 0F: 3 clusters Score -8573340 nChanged 21001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8584758.000000 Penalty: 5323.848633
	Iteration 1F: 3 clusters Score -8584758 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8585382.000000 Penalty: 5323.848633
	Iteration 2Q: 3 clusters Score -8585382 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -8586214.000000 Penalty: 5323.848633
	Iteration 3Q: 3 clusters Score -8586214 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -8587469.000000 Penalty: 5323.848633
	Iteration 4F: 3 clusters Score -8587469 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -8589365.000000 Penalty: 5323.848633
	Iteration 5F: 3 clusters Score -8589365 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -8592160.000000 Penalty: 5323.848633
	Iteration 6F: 3 clusters Score -8592160 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -8595349.000000 Penalty: 5323.848633
	Iteration 7F: 3 clusters Score -8595349 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8598047.000000 Penalty: 5323.848633
	Iteration 8F: 3 clusters Score -8598047 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -8599518.000000 Penalty: 5323.848633
	Iteration 9Q: 3 clusters Score -8599518 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8600018.000000 Penalty: 5323.848633
	Iteration 10Q: 3 clusters Score -8600018 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8600250.000000 Penalty: 5323.848633
	Iteration 11Q: 3 clusters Score -8600250 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8600362.000000 Penalty: 5323.848633
	Iteration 12Q: 3 clusters Score -8600362 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8600425.000000 Penalty: 5323.848633
	Iteration 13Q: 3 clusters Score -8600425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8600457.000000 Penalty: 5323.848633
	Iteration 14Q: 3 clusters Score -8600457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8600476.000000 Penalty: 5323.848633
	Iteration 15Q: 3 clusters Score -8600476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8600503.000000 Penalty: 5323.848633
	Iteration 16Q: 3 clusters Score -8600503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8600512.000000 Penalty: 5323.848633
	Iteration 17Q: 3 clusters Score -8600512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8600520.000000 Penalty: 5323.848633
	Iteration 18Q: 3 clusters Score -8600520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8600520.000000 Penalty: 5323.848633
	Iteration 19Q: 3 clusters Score -8600520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8600520.000000 Penalty: 5323.848633
	Iteration 20F: 3 clusters Score -8600520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8600518.000000 Penalty: 5323.848633
	Iteration 21Q: 3 clusters Score -8600518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8600521.000000 Penalty: 5323.848633
	Iteration 22Q: 3 clusters Score -8600521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8600521.000000 Penalty: 5323.848633
	Iteration 23F: 3 clusters Score -8600521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Entering Unmasked Estep 
Score: -8323001.500000 Penalty: 2655.583252
	Iteration 0F: 2 clusters Score -8323002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -8293419.500000 Penalty: 5311.166504
	Iteration 0F: 3 clusters Score -8293420 nChanged 20433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -8304600.000000 Penalty: 5311.166504
	Iteration 1F: 3 clusters Score -8304600 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8305020.000000 Penalty: 5311.166504
	Iteration 2Q: 3 clusters Score -8305020 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -8305420.000000 Penalty: 5311.166504
	Iteration 3Q: 3 clusters Score -8305420 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8305799.000000 Penalty: 5311.166504
	Iteration 4Q: 3 clusters Score -8305799 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -8306063.000000 Penalty: 5311.166504
	Iteration 5Q: 3 clusters Score -8306063 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8306330.500000 Penalty: 5311.166504
	Iteration 6Q: 3 clusters Score -8306330 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -8306613.000000 Penalty: 5311.166504
	Iteration 7Q: 3 clusters Score -8306613 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8306838.500000 Penalty: 5311.166504
	Iteration 8Q: 3 clusters Score -8306838 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8307145.500000 Penalty: 5311.166504
	Iteration 9Q: 3 clusters Score -8307146 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8307492.500000 Penalty: 5311.166504
	Iteration 10Q: 3 clusters Score -8307492 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8307912.500000 Penalty: 5311.166504
	Iteration 11Q: 3 clusters Score -8307912 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8308441.000000 Penalty: 5311.166504
	Iteration 12Q: 3 clusters Score -8308441 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8309168.500000 Penalty: 5311.166504
	Iteration 13Q: 3 clusters Score -8309168 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -8310210.500000 Penalty: 5311.166504
	Iteration 14Q: 3 clusters Score -8310210 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30350 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -8311528.500000 Penalty: 5311.166504
	Iteration 15Q: 3 clusters Score -8311528 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -8313165.500000 Penalty: 5311.166504
	Iteration 16Q: 3 clusters Score -8313166 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -8314699.500000 Penalty: 5311.166504
	Iteration 17Q: 3 clusters Score -8314700 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -8315814.500000 Penalty: 5311.166504
	Iteration 18Q: 3 clusters Score -8315814 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -8316588.500000 Penalty: 5311.166504
	Iteration 19Q: 3 clusters Score -8316588 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8317186.500000 Penalty: 5311.166504
	Iteration 20F: 3 clusters Score -8317186 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8317649.000000 Penalty: 5311.166504
	Iteration 21Q: 3 clusters Score -8317649 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -8318072.500000 Penalty: 5311.166504
	Iteration 22Q: 3 clusters Score -8318072 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8318417.000000 Penalty: 5311.166504
	Iteration 23Q: 3 clusters Score -8318417 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8318814.500000 Penalty: 5311.166504
	Iteration 24Q: 3 clusters Score -8318814 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8319168.500000 Penalty: 5311.166504
	Iteration 25Q: 3 clusters Score -8319168 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -8319521.000000 Penalty: 5311.166504
	Iteration 26Q: 3 clusters Score -8319521 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8319835.000000 Penalty: 5311.166504
	Iteration 27Q: 3 clusters Score -8319835 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8320095.500000 Penalty: 5311.166504
	Iteration 28Q: 3 clusters Score -8320096 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8320266.000000 Penalty: 5311.166504
	Iteration 29Q: 3 clusters Score -8320266 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8320390.500000 Penalty: 5311.166504
	Iteration 30Q: 3 clusters Score -8320390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8320470.000000 Penalty: 5311.166504
	Iteration 31Q: 3 clusters Score -8320470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8320525.000000 Penalty: 5311.166504
	Iteration 32Q: 3 clusters Score -8320525 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8320566.000000 Penalty: 5311.166504
	Iteration 33Q: 3 clusters Score -8320566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8320609.500000 Penalty: 5311.166504
	Iteration 34Q: 3 clusters Score -8320610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8320643.000000 Penalty: 5311.166504
	Iteration 35Q: 3 clusters Score -8320643 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8320688.500000 Penalty: 5311.166504
	Iteration 36Q: 3 clusters Score -8320688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8320708.500000 Penalty: 5311.166504
	Iteration 37Q: 3 clusters Score -8320708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8320720.500000 Penalty: 5311.166504
	Iteration 38Q: 3 clusters Score -8320720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8320742.500000 Penalty: 5311.166504
	Iteration 39Q: 3 clusters Score -8320742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8320759.000000 Penalty: 5311.166504
	Iteration 40F: 3 clusters Score -8320759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8320776.500000 Penalty: 5311.166504
	Iteration 41Q: 3 clusters Score -8320776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8320793.500000 Penalty: 5311.166504
	Iteration 42Q: 3 clusters Score -8320794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8320794.500000 Penalty: 5311.166504
	Iteration 43Q: 3 clusters Score -8320794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8320793.000000 Penalty: 5311.166504
	Iteration 44Q: 3 clusters Score -8320793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8320793.000000 Penalty: 5311.166504
	Iteration 45F: 3 clusters Score -8320793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 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: -16337.557617 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16337.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -16494.667969 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16494.67 nChanged 9
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: -16542.835938 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16542.84 nChanged 2
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: -16549.763672 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16549.76 nChanged 3
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: -16570.742188 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16570.74 nChanged 1
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: -16583.927734 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16583.93 nChanged 0
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: -16583.927734 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -16583.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 19941 members 
Mstep: Class 3 contains 51421 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 49873 members 
Mstep: Class 6 contains 23167 members 
Mstep: Class 7 contains 46581 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 42149 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49722 members 
Mstep: Class 16 contains 52308 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26434 members 
Mstep: Class 20 contains 53769 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30297 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6867 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45870 members 
Mstep: Class 27 contains 44712 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145440.000000 Penalty: 93905.554688
Iteration 239Q: 29 clusters Score -1.371454e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 19767 members 
Mstep: Class 3 contains 51429 members 
Mstep: Class 4 contains 44433 members 
Mstep: Class 5 contains 49857 members 
Mstep: Class 6 contains 23171 members 
Mstep: Class 7 contains 46570 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 43277 members 
Mstep: Class 11 contains 42170 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49716 members 
Mstep: Class 16 contains 52321 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26439 members 
Mstep: Class 20 contains 53805 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30302 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6889 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45884 members 
Mstep: Class 27 contains 44724 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145296.000000 Penalty: 93905.554688
Iteration 240F: 29 clusters Score -1.371453e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 19602 members 
Mstep: Class 3 contains 51457 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 49834 members 
Mstep: Class 6 contains 23169 members 
Mstep: Class 7 contains 46557 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48414 members 
Mstep: Class 10 contains 43282 members 
Mstep: Class 11 contains 42175 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49731 members 
Mstep: Class 16 contains 52333 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26436 members 
Mstep: Class 20 contains 53824 members 
Mstep: Class 21 contains 10817 members 
Mstep: Class 22 contains 30306 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6917 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45892 members 
Mstep: Class 27 contains 44729 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145232.000000 Penalty: 93905.554688
Iteration 241Q: 29 clusters Score -1.371452e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 19469 members 
Mstep: Class 3 contains 51478 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 49843 members 
Mstep: Class 6 contains 23171 members 
Mstep: Class 7 contains 46542 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48409 members 
Mstep: Class 10 contains 43299 members 
Mstep: Class 11 contains 42165 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49749 members 
Mstep: Class 16 contains 52334 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26435 members 
Mstep: Class 20 contains 53830 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 30315 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6947 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45897 members 
Mstep: Class 27 contains 44732 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145072.000000 Penalty: 93905.554688
Iteration 242Q: 29 clusters Score -1.371451e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 19352 members 
Mstep: Class 3 contains 51474 members 
Mstep: Class 4 contains 44548 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 23180 members 
Mstep: Class 7 contains 46546 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 43308 members 
Mstep: Class 11 contains 42174 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49753 members 
Mstep: Class 16 contains 52333 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26438 members 
Mstep: Class 20 contains 53847 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 30321 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 6978 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45896 members 
Mstep: Class 27 contains 44723 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145120.000000 Penalty: 93905.554688
Iteration 243Q: 29 clusters Score -1.371451e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 19224 members 
Mstep: Class 3 contains 51471 members 
Mstep: Class 4 contains 44611 members 
Mstep: Class 5 contains 49832 members 
Mstep: Class 6 contains 23185 members 
Mstep: Class 7 contains 46546 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48401 members 
Mstep: Class 10 contains 43301 members 
Mstep: Class 11 contains 42177 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49772 members 
Mstep: Class 16 contains 52334 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26440 members 
Mstep: Class 20 contains 53842 members 
Mstep: Class 21 contains 10815 members 
Mstep: Class 22 contains 30325 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7006 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 44724 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145056.000000 Penalty: 93905.554688
Iteration 244Q: 29 clusters Score -1.371451e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 19116 members 
Mstep: Class 3 contains 51488 members 
Mstep: Class 4 contains 44669 members 
Mstep: Class 5 contains 49811 members 
Mstep: Class 6 contains 23194 members 
Mstep: Class 7 contains 46523 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 43311 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49786 members 
Mstep: Class 16 contains 52359 members 
Mstep: Class 17 contains 3065 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26429 members 
Mstep: Class 20 contains 53826 members 
Mstep: Class 21 contains 10813 members 
Mstep: Class 22 contains 30321 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7038 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45910 members 
Mstep: Class 27 contains 44729 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145200.000000 Penalty: 93905.554688
Iteration 245Q: 29 clusters Score -1.371452e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 19008 members 
Mstep: Class 3 contains 51508 members 
Mstep: Class 4 contains 44727 members 
Mstep: Class 5 contains 49796 members 
Mstep: Class 6 contains 23196 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 43296 members 
Mstep: Class 11 contains 42167 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49778 members 
Mstep: Class 16 contains 52392 members 
Mstep: Class 17 contains 3068 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26423 members 
Mstep: Class 20 contains 53804 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 30321 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7061 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45915 members 
Mstep: Class 27 contains 44723 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145184.000000 Penalty: 93905.554688
Iteration 246Q: 29 clusters Score -1.371452e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 18900 members 
Mstep: Class 3 contains 51563 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 49782 members 
Mstep: Class 6 contains 23196 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 43294 members 
Mstep: Class 11 contains 42167 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49815 members 
Mstep: Class 16 contains 52376 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26404 members 
Mstep: Class 20 contains 53796 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 30323 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7079 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45921 members 
Mstep: Class 27 contains 44700 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145120.000000 Penalty: 93905.554688
Iteration 247Q: 29 clusters Score -1.371451e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 18771 members 
Mstep: Class 3 contains 51629 members 
Mstep: Class 4 contains 44834 members 
Mstep: Class 5 contains 49761 members 
Mstep: Class 6 contains 23202 members 
Mstep: Class 7 contains 46515 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 43295 members 
Mstep: Class 11 contains 42156 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49811 members 
Mstep: Class 16 contains 52387 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26394 members 
Mstep: Class 20 contains 53802 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 30329 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7095 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45927 members 
Mstep: Class 27 contains 44680 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145408.000000 Penalty: 93905.554688
Iteration 248Q: 29 clusters Score -1.371454e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 51644 members 
Mstep: Class 4 contains 44871 members 
Mstep: Class 5 contains 49777 members 
Mstep: Class 6 contains 23199 members 
Mstep: Class 7 contains 46511 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48396 members 
Mstep: Class 10 contains 43310 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49801 members 
Mstep: Class 16 contains 52375 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26381 members 
Mstep: Class 20 contains 53807 members 
Mstep: Class 21 contains 10816 members 
Mstep: Class 22 contains 30338 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7117 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45943 members 
Mstep: Class 27 contains 44657 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145264.000000 Penalty: 93905.554688
Iteration 249Q: 29 clusters Score -1.371453e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 18468 members 
Mstep: Class 3 contains 51682 members 
Mstep: Class 4 contains 44914 members 
Mstep: Class 5 contains 49747 members 
Mstep: Class 6 contains 23204 members 
Mstep: Class 7 contains 46516 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 43309 members 
Mstep: Class 11 contains 42162 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49811 members 
Mstep: Class 16 contains 52359 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26377 members 
Mstep: Class 20 contains 53797 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30341 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7138 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45952 members 
Mstep: Class 27 contains 44643 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145376.000000 Penalty: 93905.554688
Iteration 250Q: 29 clusters Score -1.371454e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 18290 members 
Mstep: Class 3 contains 51746 members 
Mstep: Class 4 contains 44961 members 
Mstep: Class 5 contains 49742 members 
Mstep: Class 6 contains 23209 members 
Mstep: Class 7 contains 46515 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 10 contains 43311 members 
Mstep: Class 11 contains 42167 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49807 members 
Mstep: Class 16 contains 52347 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26363 members 
Mstep: Class 20 contains 53786 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 30337 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7157 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45949 members 
Mstep: Class 27 contains 44634 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145216.000000 Penalty: 93905.554688
Iteration 251Q: 29 clusters Score -1.371452e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 18124 members 
Mstep: Class 3 contains 51775 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 49761 members 
Mstep: Class 6 contains 23218 members 
Mstep: Class 7 contains 46512 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 10 contains 43312 members 
Mstep: Class 11 contains 42158 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49825 members 
Mstep: Class 16 contains 52341 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26362 members 
Mstep: Class 20 contains 53753 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30338 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45956 members 
Mstep: Class 27 contains 44603 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145168.000000 Penalty: 93905.554688
Iteration 252Q: 29 clusters Score -1.371452e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 17917 members 
Mstep: Class 3 contains 51788 members 
Mstep: Class 4 contains 45034 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 23224 members 
Mstep: Class 7 contains 46491 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 10 contains 43369 members 
Mstep: Class 11 contains 42158 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49863 members 
Mstep: Class 16 contains 52320 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26349 members 
Mstep: Class 20 contains 53737 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30337 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7196 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45951 members 
Mstep: Class 27 contains 44580 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145312.000000 Penalty: 93905.554688
Iteration 253Q: 29 clusters Score -1.371453e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 17723 members 
Mstep: Class 3 contains 51788 members 
Mstep: Class 4 contains 45088 members 
Mstep: Class 5 contains 49813 members 
Mstep: Class 6 contains 23232 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 43388 members 
Mstep: Class 11 contains 42133 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49885 members 
Mstep: Class 16 contains 52314 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26337 members 
Mstep: Class 20 contains 53731 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30336 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7213 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45954 members 
Mstep: Class 27 contains 44568 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145280.000000 Penalty: 93905.554688
Iteration 254Q: 29 clusters Score -1.371453e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 17536 members 
Mstep: Class 3 contains 51783 members 
Mstep: Class 4 contains 45161 members 
Mstep: Class 5 contains 49825 members 
Mstep: Class 6 contains 23247 members 
Mstep: Class 7 contains 46479 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 43375 members 
Mstep: Class 11 contains 42134 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49909 members 
Mstep: Class 16 contains 52309 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26335 members 
Mstep: Class 20 contains 53718 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 30334 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7222 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45962 members 
Mstep: Class 27 contains 44555 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145008.000000 Penalty: 93905.554688
Iteration 255Q: 29 clusters Score -1.37145e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47543 members 
Mstep: Class 2 contains 17338 members 
Mstep: Class 3 contains 51735 members 
Mstep: Class 4 contains 45243 members 
Mstep: Class 5 contains 49824 members 
Mstep: Class 6 contains 23252 members 
Mstep: Class 7 contains 46481 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 43359 members 
Mstep: Class 11 contains 42146 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49922 members 
Mstep: Class 16 contains 52324 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26324 members 
Mstep: Class 20 contains 53736 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30343 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45964 members 
Mstep: Class 27 contains 44554 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144912.000000 Penalty: 93905.554688
Iteration 256Q: 29 clusters Score -1.371449e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 17125 members 
Mstep: Class 3 contains 51686 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 49882 members 
Mstep: Class 6 contains 23261 members 
Mstep: Class 7 contains 46465 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48400 members 
Mstep: Class 10 contains 43328 members 
Mstep: Class 11 contains 42157 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49947 members 
Mstep: Class 16 contains 52330 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26314 members 
Mstep: Class 20 contains 53732 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30360 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7274 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45968 members 
Mstep: Class 27 contains 44562 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145152.000000 Penalty: 93905.554688
Iteration 257Q: 29 clusters Score -1.371452e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 16898 members 
Mstep: Class 3 contains 51663 members 
Mstep: Class 4 contains 45394 members 
Mstep: Class 5 contains 49871 members 
Mstep: Class 6 contains 23259 members 
Mstep: Class 7 contains 46462 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48384 members 
Mstep: Class 10 contains 43304 members 
Mstep: Class 11 contains 42156 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 49982 members 
Mstep: Class 16 contains 52347 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26309 members 
Mstep: Class 20 contains 53746 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30376 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7296 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45976 members 
Mstep: Class 27 contains 44574 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145328.000000 Penalty: 93905.554688
Iteration 258Q: 29 clusters Score -1.371453e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 16697 members 
Mstep: Class 3 contains 51617 members 
Mstep: Class 4 contains 45496 members 
Mstep: Class 5 contains 49881 members 
Mstep: Class 6 contains 23266 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 43272 members 
Mstep: Class 11 contains 42148 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50009 members 
Mstep: Class 16 contains 52388 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26298 members 
Mstep: Class 20 contains 53762 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30389 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 7309 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45985 members 
Mstep: Class 27 contains 44569 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144976.000000 Penalty: 93905.554688
Iteration 259Q: 29 clusters Score -1.37145e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 16482 members 
Mstep: Class 3 contains 51590 members 
Mstep: Class 4 contains 45599 members 
Mstep: Class 5 contains 49893 members 
Mstep: Class 6 contains 23270 members 
Mstep: Class 7 contains 46418 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 43219 members 
Mstep: Class 11 contains 42125 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50018 members 
Mstep: Class 16 contains 52430 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26292 members 
Mstep: Class 20 contains 53779 members 
Mstep: Class 21 contains 10819 members 
Mstep: Class 22 contains 30406 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7318 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 45998 members 
Mstep: Class 27 contains 44574 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144992.000000 Penalty: 93905.554688
Iteration 260F: 29 clusters Score -1.37145e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 16266 members 
Mstep: Class 3 contains 51645 members 
Mstep: Class 4 contains 45695 members 
Mstep: Class 5 contains 49896 members 
Mstep: Class 6 contains 23270 members 
Mstep: Class 7 contains 46391 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 43162 members 
Mstep: Class 11 contains 42096 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50013 members 
Mstep: Class 16 contains 52460 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26295 members 
Mstep: Class 20 contains 53815 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 30421 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7325 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46018 members 
Mstep: Class 27 contains 44575 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145616.000000 Penalty: 93905.554688
Iteration 261Q: 29 clusters Score -1.371456e+08 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 16051 members 
Mstep: Class 3 contains 51692 members 
Mstep: Class 4 contains 45795 members 
Mstep: Class 5 contains 49893 members 
Mstep: Class 6 contains 23275 members 
Mstep: Class 7 contains 46379 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48374 members 
Mstep: Class 10 contains 43099 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50018 members 
Mstep: Class 16 contains 52511 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 842 members 
Mstep: Class 19 contains 26295 members 
Mstep: Class 20 contains 53839 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 30426 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7334 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46028 members 
Mstep: Class 27 contains 44571 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145408.000000 Penalty: 93905.554688
Iteration 262Q: 29 clusters Score -1.371454e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 15819 members 
Mstep: Class 3 contains 51706 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 49896 members 
Mstep: Class 6 contains 23276 members 
Mstep: Class 7 contains 46372 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 43054 members 
Mstep: Class 11 contains 42058 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 52556 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26301 members 
Mstep: Class 20 contains 53845 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 30434 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7343 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46043 members 
Mstep: Class 27 contains 44555 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145248.000000 Penalty: 93905.554688
Iteration 263Q: 29 clusters Score -1.371452e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 15563 members 
Mstep: Class 3 contains 51729 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 49922 members 
Mstep: Class 6 contains 23273 members 
Mstep: Class 7 contains 46371 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 43010 members 
Mstep: Class 11 contains 42041 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50111 members 
Mstep: Class 16 contains 52626 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26285 members 
Mstep: Class 20 contains 53875 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30444 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7355 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46045 members 
Mstep: Class 27 contains 44549 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145072.000000 Penalty: 93905.554688
Iteration 264Q: 29 clusters Score -1.371451e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 15270 members 
Mstep: Class 3 contains 51770 members 
Mstep: Class 4 contains 46024 members 
Mstep: Class 5 contains 49953 members 
Mstep: Class 6 contains 23272 members 
Mstep: Class 7 contains 46378 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 42928 members 
Mstep: Class 11 contains 42039 members 
Mstep: Class 12 contains 1223 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50172 members 
Mstep: Class 16 contains 52723 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26274 members 
Mstep: Class 20 contains 53884 members 
Mstep: Class 21 contains 10820 members 
Mstep: Class 22 contains 30468 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7359 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46062 members 
Mstep: Class 27 contains 44556 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145040.000000 Penalty: 93905.554688
Iteration 265Q: 29 clusters Score -1.37145e+08 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 14987 members 
Mstep: Class 3 contains 51832 members 
Mstep: Class 4 contains 46084 members 
Mstep: Class 5 contains 49991 members 
Mstep: Class 6 contains 23274 members 
Mstep: Class 7 contains 46374 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 42916 members 
Mstep: Class 11 contains 42036 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50161 members 
Mstep: Class 16 contains 52779 members 
Mstep: Class 17 contains 3057 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26262 members 
Mstep: Class 20 contains 53928 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30487 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7358 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46076 members 
Mstep: Class 27 contains 44565 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144592.000000 Penalty: 93905.554688
Iteration 266Q: 29 clusters Score -1.371446e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 14689 members 
Mstep: Class 3 contains 51935 members 
Mstep: Class 4 contains 46123 members 
Mstep: Class 5 contains 50021 members 
Mstep: Class 6 contains 23273 members 
Mstep: Class 7 contains 46390 members 
Mstep: Class 8 contains 317 members 
Mstep: Class 9 contains 48358 members 
Mstep: Class 10 contains 42904 members 
Mstep: Class 11 contains 42029 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50158 members 
Mstep: Class 16 contains 52827 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26253 members 
Mstep: Class 20 contains 53944 members 
Mstep: Class 21 contains 10822 members 
Mstep: Class 22 contains 30499 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 7364 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46104 members 
Mstep: Class 27 contains 44563 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144592.000000 Penalty: 93905.554688
Iteration 267Q: 29 clusters Score -1.371446e+08 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 14386 members 
Mstep: Class 3 contains 52023 members 
Mstep: Class 4 contains 46146 members 
Mstep: Class 5 contains 50055 members 
Mstep: Class 6 contains 23284 members 
Mstep: Class 7 contains 46395 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 42893 members 
Mstep: Class 11 contains 42028 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50165 members 
Mstep: Class 16 contains 52819 members 
Mstep: Class 17 contains 3053 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26243 members 
Mstep: Class 20 contains 53965 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 30534 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 7371 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46125 members 
Mstep: Class 27 contains 44585 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144672.000000 Penalty: 93905.554688
Iteration 268Q: 29 clusters Score -1.371447e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 3 contains 52099 members 
Mstep: Class 4 contains 46131 members 
Mstep: Class 5 contains 50076 members 
Mstep: Class 6 contains 23290 members 
Mstep: Class 7 contains 46380 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48369 members 
Mstep: Class 10 contains 42884 members 
Mstep: Class 11 contains 42035 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50211 members 
Mstep: Class 16 contains 52843 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26228 members 
Mstep: Class 20 contains 54024 members 
Mstep: Class 21 contains 10821 members 
Mstep: Class 22 contains 30557 members 
Mstep: Class 23 contains 2561 members 
Mstep: Class 24 contains 7375 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46135 members 
Mstep: Class 27 contains 44605 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144896.000000 Penalty: 93905.554688
Iteration 269Q: 29 clusters Score -1.371449e+08 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 13721 members 
Mstep: Class 3 contains 52136 members 
Mstep: Class 4 contains 46119 members 
Mstep: Class 5 contains 50094 members 
Mstep: Class 6 contains 23297 members 
Mstep: Class 7 contains 46373 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48381 members 
Mstep: Class 10 contains 42898 members 
Mstep: Class 11 contains 42074 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50191 members 
Mstep: Class 16 contains 52858 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26210 members 
Mstep: Class 20 contains 54104 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30564 members 
Mstep: Class 23 contains 2561 members 
Mstep: Class 24 contains 7388 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46144 members 
Mstep: Class 27 contains 44626 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145040.000000 Penalty: 93905.554688
Iteration 270Q: 29 clusters Score -1.37145e+08 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 52210 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 50116 members 
Mstep: Class 6 contains 23302 members 
Mstep: Class 7 contains 46362 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48383 members 
Mstep: Class 10 contains 42892 members 
Mstep: Class 11 contains 42097 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50143 members 
Mstep: Class 16 contains 52901 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26205 members 
Mstep: Class 20 contains 54182 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30569 members 
Mstep: Class 23 contains 2561 members 
Mstep: Class 24 contains 7395 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46148 members 
Mstep: Class 27 contains 44638 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144896.000000 Penalty: 93905.554688
Iteration 271Q: 29 clusters Score -1.371449e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 13127 members 
Mstep: Class 3 contains 52298 members 
Mstep: Class 4 contains 46066 members 
Mstep: Class 5 contains 50115 members 
Mstep: Class 6 contains 23303 members 
Mstep: Class 7 contains 46359 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 42908 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50108 members 
Mstep: Class 16 contains 52870 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26201 members 
Mstep: Class 20 contains 54259 members 
Mstep: Class 21 contains 10824 members 
Mstep: Class 22 contains 30564 members 
Mstep: Class 23 contains 2561 members 
Mstep: Class 24 contains 7395 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46170 members 
Mstep: Class 27 contains 44669 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144864.000000 Penalty: 93905.554688
Iteration 272Q: 29 clusters Score -1.371449e+08 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 12842 members 
Mstep: Class 3 contains 52350 members 
Mstep: Class 4 contains 46067 members 
Mstep: Class 5 contains 50122 members 
Mstep: Class 6 contains 23301 members 
Mstep: Class 7 contains 46365 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 42912 members 
Mstep: Class 11 contains 42211 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50078 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26187 members 
Mstep: Class 20 contains 54315 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 30576 members 
Mstep: Class 23 contains 2560 members 
Mstep: Class 24 contains 7409 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46195 members 
Mstep: Class 27 contains 44702 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144928.000000 Penalty: 93905.554688
Iteration 273Q: 29 clusters Score -1.371449e+08 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48977 members 
Mstep: Class 2 contains 12554 members 
Mstep: Class 3 contains 52411 members 
Mstep: Class 4 contains 46058 members 
Mstep: Class 5 contains 50195 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 46366 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48373 members 
Mstep: Class 10 contains 42886 members 
Mstep: Class 11 contains 42266 members 
Mstep: Class 12 contains 1226 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50048 members 
Mstep: Class 16 contains 52789 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26177 members 
Mstep: Class 20 contains 54386 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 30586 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7417 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46213 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144672.000000 Penalty: 93905.554688
Iteration 274Q: 29 clusters Score -1.371447e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 12294 members 
Mstep: Class 3 contains 52431 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 50231 members 
Mstep: Class 6 contains 23306 members 
Mstep: Class 7 contains 46348 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48369 members 
Mstep: Class 10 contains 42906 members 
Mstep: Class 11 contains 42335 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50012 members 
Mstep: Class 16 contains 52772 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26181 members 
Mstep: Class 20 contains 54496 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 30599 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 7431 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46235 members 
Mstep: Class 27 contains 44775 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144656.000000 Penalty: 93905.554688
Iteration 275Q: 29 clusters Score -1.371447e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 12023 members 
Mstep: Class 3 contains 52466 members 
Mstep: Class 4 contains 46022 members 
Mstep: Class 5 contains 50196 members 
Mstep: Class 6 contains 23311 members 
Mstep: Class 7 contains 46334 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48372 members 
Mstep: Class 10 contains 42938 members 
Mstep: Class 11 contains 42372 members 
Mstep: Class 12 contains 1229 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50006 members 
Mstep: Class 16 contains 52776 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26172 members 
Mstep: Class 20 contains 54573 members 
Mstep: Class 21 contains 10823 members 
Mstep: Class 22 contains 30595 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7449 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46299 members 
Mstep: Class 27 contains 44818 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145104.000000 Penalty: 93905.554688
Iteration 276Q: 29 clusters Score -1.371451e+08 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 52520 members 
Mstep: Class 4 contains 45991 members 
Mstep: Class 5 contains 50219 members 
Mstep: Class 6 contains 23309 members 
Mstep: Class 7 contains 46325 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48366 members 
Mstep: Class 10 contains 42975 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 1232 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50018 members 
Mstep: Class 16 contains 52790 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26169 members 
Mstep: Class 20 contains 54631 members 
Mstep: Class 21 contains 10824 members 
Mstep: Class 22 contains 30603 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7458 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46346 members 
Mstep: Class 27 contains 44837 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145104.000000 Penalty: 93905.554688
Iteration 277Q: 29 clusters Score -1.371451e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 11507 members 
Mstep: Class 3 contains 52551 members 
Mstep: Class 4 contains 45944 members 
Mstep: Class 5 contains 50246 members 
Mstep: Class 6 contains 23315 members 
Mstep: Class 7 contains 46318 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48356 members 
Mstep: Class 10 contains 43007 members 
Mstep: Class 11 contains 42475 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50037 members 
Mstep: Class 16 contains 52799 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 843 members 
Mstep: Class 19 contains 26158 members 
Mstep: Class 20 contains 54701 members 
Mstep: Class 21 contains 10825 members 
Mstep: Class 22 contains 30597 members 
Mstep: Class 23 contains 2558 members 
Mstep: Class 24 contains 7471 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46375 members 
Mstep: Class 27 contains 44878 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145040.000000 Penalty: 93905.554688
Iteration 278Q: 29 clusters Score -1.37145e+08 nChanged 2122
Entering ConstructFrom: 
Score: -137145040.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (48965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Entering Unmasked Estep 
Score: -9183163.000000 Penalty: 2678.117432
	Iteration 0F: 2 clusters Score -9183163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9152298.000000 Penalty: 5356.234863
	Iteration 0F: 3 clusters Score -9152298 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -9164492.000000 Penalty: 5356.234863
	Iteration 1F: 3 clusters Score -9164492 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -9165104.000000 Penalty: 5356.234863
	Iteration 2Q: 3 clusters Score -9165104 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -9165805.000000 Penalty: 5356.234863
	Iteration 3Q: 3 clusters Score -9165805 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -9166705.000000 Penalty: 5356.234863
	Iteration 4Q: 3 clusters Score -9166705 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -9167919.000000 Penalty: 5356.234863
	Iteration 5F: 3 clusters Score -9167919 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -9169604.000000 Penalty: 5356.234863
	Iteration 6F: 3 clusters Score -9169604 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -9172191.000000 Penalty: 5356.234863
	Iteration 7F: 3 clusters Score -9172191 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -9175157.000000 Penalty: 5356.234863
	Iteration 8F: 3 clusters Score -9175157 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -9177873.000000 Penalty: 5356.234863
	Iteration 9F: 3 clusters Score -9177873 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9179568.000000 Penalty: 5356.234863
	Iteration 10Q: 3 clusters Score -9179568 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9180326.000000 Penalty: 5356.234863
	Iteration 11Q: 3 clusters Score -9180326 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9180626.000000 Penalty: 5356.234863
	Iteration 12Q: 3 clusters Score -9180626 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9180756.000000 Penalty: 5356.234863
	Iteration 13Q: 3 clusters Score -9180756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9180792.000000 Penalty: 5356.234863
	Iteration 14Q: 3 clusters Score -9180792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9180837.000000 Penalty: 5356.234863
	Iteration 15Q: 3 clusters Score -9180837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9180866.000000 Penalty: 5356.234863
	Iteration 16Q: 3 clusters Score -9180866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48673 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9180888.000000 Penalty: 5356.234863
	Iteration 17Q: 3 clusters Score -9180888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9180896.000000 Penalty: 5356.234863
	Iteration 18Q: 3 clusters Score -9180896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9180905.000000 Penalty: 5356.234863
	Iteration 19Q: 3 clusters Score -9180905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9180895.000000 Penalty: 5356.234863
	Iteration 20F: 3 clusters Score -9180895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9180904.000000 Penalty: 5356.234863
	Iteration 21Q: 3 clusters Score -9180904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -9180904.000000 Penalty: 5356.234863
	Iteration 22Q: 3 clusters Score -9180904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9180916.000000 Penalty: 5356.234863
	Iteration 23Q: 3 clusters Score -9180916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9180922.000000 Penalty: 5356.234863
	Iteration 24Q: 3 clusters Score -9180922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9180922.000000 Penalty: 5356.234863
	Iteration 25Q: 3 clusters Score -9180922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9180923.000000 Penalty: 5356.234863
	Iteration 26Q: 3 clusters Score -9180923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9180936.000000 Penalty: 5356.234863
	Iteration 27Q: 3 clusters Score -9180936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9180942.000000 Penalty: 5356.234863
	Iteration 28Q: 3 clusters Score -9180942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9180940.000000 Penalty: 5356.234863
	Iteration 29Q: 3 clusters Score -9180940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9180939.000000 Penalty: 5356.234863
	Iteration 30Q: 3 clusters Score -9180939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9180948.000000 Penalty: 5356.234863
	Iteration 31Q: 3 clusters Score -9180948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9180948.000000 Penalty: 5356.234863
	Iteration 32F: 3 clusters Score -9180948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Entering Unmasked Estep 
Score: -2096143.250000 Penalty: 2312.911133
	Iteration 0F: 2 clusters Score -2096143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2087678.000000 Penalty: 4625.822266
	Iteration 0F: 3 clusters Score -2087678 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -2090163.500000 Penalty: 4625.822266
	Iteration 1F: 3 clusters Score -2090164 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2090422.250000 Penalty: 4625.822266
	Iteration 2F: 3 clusters Score -2090422 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2090602.500000 Penalty: 4625.822266
	Iteration 3Q: 3 clusters Score -2090602 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2090722.000000 Penalty: 4625.822266
	Iteration 4Q: 3 clusters Score -2090722 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -2090820.750000 Penalty: 4625.822266
	Iteration 5Q: 3 clusters Score -2090821 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2090910.000000 Penalty: 4625.822266
	Iteration 6Q: 3 clusters Score -2090910 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -2090976.875000 Penalty: 4625.822266
	Iteration 7Q: 3 clusters Score -2090977 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2091028.125000 Penalty: 4625.822266
	Iteration 8Q: 3 clusters Score -2091028 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2091072.500000 Penalty: 4625.822266
	Iteration 9Q: 3 clusters Score -2091072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2091107.250000 Penalty: 4625.822266
	Iteration 10Q: 3 clusters Score -2091107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2091133.625000 Penalty: 4625.822266
	Iteration 11Q: 3 clusters Score -2091134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2091165.250000 Penalty: 4625.822266
	Iteration 12Q: 3 clusters Score -2091165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2091190.250000 Penalty: 4625.822266
	Iteration 13Q: 3 clusters Score -2091190 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2091208.750000 Penalty: 4625.822266
	Iteration 14Q: 3 clusters Score -2091209 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2091233.875000 Penalty: 4625.822266
	Iteration 15Q: 3 clusters Score -2091234 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2091256.250000 Penalty: 4625.822266
	Iteration 16Q: 3 clusters Score -2091256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2091288.750000 Penalty: 4625.822266
	Iteration 17Q: 3 clusters Score -2091289 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2091320.625000 Penalty: 4625.822266
	Iteration 18Q: 3 clusters Score -2091321 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2091365.625000 Penalty: 4625.822266
	Iteration 19Q: 3 clusters Score -2091366 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2091431.750000 Penalty: 4625.822266
	Iteration 20F: 3 clusters Score -2091432 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2091501.250000 Penalty: 4625.822266
	Iteration 21Q: 3 clusters Score -2091501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2091611.250000 Penalty: 4625.822266
	Iteration 22Q: 3 clusters Score -2091611 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2091759.250000 Penalty: 4625.822266
	Iteration 23Q: 3 clusters Score -2091759 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2091946.500000 Penalty: 4625.822266
	Iteration 24Q: 3 clusters Score -2091946 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -2092173.625000 Penalty: 4625.822266
	Iteration 25Q: 3 clusters Score -2092174 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2092463.750000 Penalty: 4625.822266
	Iteration 26Q: 3 clusters Score -2092464 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2092784.500000 Penalty: 4625.822266
	Iteration 27Q: 3 clusters Score -2092784 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2093104.625000 Penalty: 4625.822266
	Iteration 28Q: 3 clusters Score -2093105 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2093378.125000 Penalty: 4625.822266
	Iteration 29Q: 3 clusters Score -2093378 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2093595.875000 Penalty: 4625.822266
	Iteration 30Q: 3 clusters Score -2093596 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2093728.750000 Penalty: 4625.822266
	Iteration 31Q: 3 clusters Score -2093729 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2093844.500000 Penalty: 4625.822266
	Iteration 32Q: 3 clusters Score -2093844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2093923.875000 Penalty: 4625.822266
	Iteration 33Q: 3 clusters Score -2093924 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2093969.000000 Penalty: 4625.822266
	Iteration 34Q: 3 clusters Score -2093969 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2094021.750000 Penalty: 4625.822266
	Iteration 35Q: 3 clusters Score -2094022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2094065.500000 Penalty: 4625.822266
	Iteration 36Q: 3 clusters Score -2094066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2094093.875000 Penalty: 4625.822266
	Iteration 37Q: 3 clusters Score -2094094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2094103.375000 Penalty: 4625.822266
	Iteration 38Q: 3 clusters Score -2094103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2094106.125000 Penalty: 4625.822266
	Iteration 39Q: 3 clusters Score -2094106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2094111.875000 Penalty: 4625.822266
	Iteration 40F: 3 clusters Score -2094112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2094118.250000 Penalty: 4625.822266
	Iteration 41Q: 3 clusters Score -2094118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2094117.375000 Penalty: 4625.822266
	Iteration 42Q: 3 clusters Score -2094117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2094120.125000 Penalty: 4625.822266
	Iteration 43Q: 3 clusters Score -2094120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2094120.125000 Penalty: 4625.822266
	Iteration 44F: 3 clusters Score -2094120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Entering Unmasked Estep 
Score: -9916832.000000 Penalty: 2695.867676
	Iteration 0F: 2 clusters Score -9916832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -9885686.000000 Penalty: 5391.735352
	Iteration 0F: 3 clusters Score -9885686 nChanged 24445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -9899665.000000 Penalty: 5391.735352
	Iteration 1F: 3 clusters Score -9899665 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -9900477.000000 Penalty: 5391.735352
	Iteration 2Q: 3 clusters Score -9900477 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -9901420.000000 Penalty: 5391.735352
	Iteration 3Q: 3 clusters Score -9901420 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9902521.000000 Penalty: 5391.735352
	Iteration 4Q: 3 clusters Score -9902521 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9903949.000000 Penalty: 5391.735352
	Iteration 5Q: 3 clusters Score -9903949 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9906114.000000 Penalty: 5391.735352
	Iteration 6F: 3 clusters Score -9906114 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9909155.000000 Penalty: 5391.735352
	Iteration 7F: 3 clusters Score -9909155 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -9912507.000000 Penalty: 5391.735352
	Iteration 8F: 3 clusters Score -9912507 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -9914117.000000 Penalty: 5391.735352
	Iteration 9F: 3 clusters Score -9914117 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -9914872.000000 Penalty: 5391.735352
	Iteration 10Q: 3 clusters Score -9914872 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -9915228.000000 Penalty: 5391.735352
	Iteration 11Q: 3 clusters Score -9915228 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -9915482.000000 Penalty: 5391.735352
	Iteration 12Q: 3 clusters Score -9915482 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -9915699.000000 Penalty: 5391.735352
	Iteration 13Q: 3 clusters Score -9915699 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -9915869.000000 Penalty: 5391.735352
	Iteration 14Q: 3 clusters Score -9915869 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -9915987.000000 Penalty: 5391.735352
	Iteration 15Q: 3 clusters Score -9915987 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -9916107.000000 Penalty: 5391.735352
	Iteration 16Q: 3 clusters Score -9916107 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -9916177.000000 Penalty: 5391.735352
	Iteration 17Q: 3 clusters Score -9916177 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -9916274.000000 Penalty: 5391.735352
	Iteration 18Q: 3 clusters Score -9916274 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -9916337.000000 Penalty: 5391.735352
	Iteration 19Q: 3 clusters Score -9916337 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -9916356.000000 Penalty: 5391.735352
	Iteration 20F: 3 clusters Score -9916356 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -9916380.000000 Penalty: 5391.735352
	Iteration 21Q: 3 clusters Score -9916380 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9916394.000000 Penalty: 5391.735352
	Iteration 22Q: 3 clusters Score -9916394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -9916422.000000 Penalty: 5391.735352
	Iteration 23Q: 3 clusters Score -9916422 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -9916445.000000 Penalty: 5391.735352
	Iteration 24Q: 3 clusters Score -9916445 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -9916493.000000 Penalty: 5391.735352
	Iteration 25Q: 3 clusters Score -9916493 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -9916509.000000 Penalty: 5391.735352
	Iteration 26Q: 3 clusters Score -9916509 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -9916531.000000 Penalty: 5391.735352
	Iteration 27Q: 3 clusters Score -9916531 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -9916540.000000 Penalty: 5391.735352
	Iteration 28Q: 3 clusters Score -9916540 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -9916566.000000 Penalty: 5391.735352
	Iteration 29Q: 3 clusters Score -9916566 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -9916613.000000 Penalty: 5391.735352
	Iteration 30Q: 3 clusters Score -9916613 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -9916642.000000 Penalty: 5391.735352
	Iteration 31Q: 3 clusters Score -9916642 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -9916650.000000 Penalty: 5391.735352
	Iteration 32Q: 3 clusters Score -9916650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -9916673.000000 Penalty: 5391.735352
	Iteration 33Q: 3 clusters Score -9916673 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -9916711.000000 Penalty: 5391.735352
	Iteration 34Q: 3 clusters Score -9916711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -9916719.000000 Penalty: 5391.735352
	Iteration 35Q: 3 clusters Score -9916719 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -9916737.000000 Penalty: 5391.735352
	Iteration 36Q: 3 clusters Score -9916737 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -9916778.000000 Penalty: 5391.735352
	Iteration 37Q: 3 clusters Score -9916778 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -9916784.000000 Penalty: 5391.735352
	Iteration 38Q: 3 clusters Score -9916784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -9916812.000000 Penalty: 5391.735352
	Iteration 39Q: 3 clusters Score -9916812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -9916851.000000 Penalty: 5391.735352
	Iteration 40F: 3 clusters Score -9916851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -9916846.000000 Penalty: 5391.735352
	Iteration 41Q: 3 clusters Score -9916846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -9916875.000000 Penalty: 5391.735352
	Iteration 42Q: 3 clusters Score -9916875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -9916912.000000 Penalty: 5391.735352
	Iteration 43Q: 3 clusters Score -9916912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -9916921.000000 Penalty: 5391.735352
	Iteration 44Q: 3 clusters Score -9916921 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -9916937.000000 Penalty: 5391.735352
	Iteration 45Q: 3 clusters Score -9916937 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -9916935.000000 Penalty: 5391.735352
	Iteration 46Q: 3 clusters Score -9916935 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -9916927.000000 Penalty: 5391.735352
	Iteration 47Q: 3 clusters Score -9916927 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9916933.000000 Penalty: 5391.735352
	Iteration 48Q: 3 clusters Score -9916933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -9916944.000000 Penalty: 5391.735352
	Iteration 49Q: 3 clusters Score -9916944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9916969.000000 Penalty: 5391.735352
	Iteration 50Q: 3 clusters Score -9916969 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -9916981.000000 Penalty: 5391.735352
	Iteration 51Q: 3 clusters Score -9916981 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -9917014.000000 Penalty: 5391.735352
	Iteration 52Q: 3 clusters Score -9917014 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -9917021.000000 Penalty: 5391.735352
	Iteration 53Q: 3 clusters Score -9917021 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -9917024.000000 Penalty: 5391.735352
	Iteration 54Q: 3 clusters Score -9917024 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -9917030.000000 Penalty: 5391.735352
	Iteration 55Q: 3 clusters Score -9917030 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -9917044.000000 Penalty: 5391.735352
	Iteration 56Q: 3 clusters Score -9917044 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -9917048.000000 Penalty: 5391.735352
	Iteration 57Q: 3 clusters Score -9917048 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -9917103.000000 Penalty: 5391.735352
	Iteration 58Q: 3 clusters Score -9917103 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -9917121.000000 Penalty: 5391.735352
	Iteration 59Q: 3 clusters Score -9917121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -9917121.000000 Penalty: 5391.735352
	Iteration 60F: 3 clusters Score -9917121 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -9917153.000000 Penalty: 5391.735352
	Iteration 61Q: 3 clusters Score -9917153 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -9917162.000000 Penalty: 5391.735352
	Iteration 62Q: 3 clusters Score -9917162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9917164.000000 Penalty: 5391.735352
	Iteration 63Q: 3 clusters Score -9917164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -9917202.000000 Penalty: 5391.735352
	Iteration 64Q: 3 clusters Score -9917202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -9917238.000000 Penalty: 5391.735352
	Iteration 65Q: 3 clusters Score -9917238 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -9917260.000000 Penalty: 5391.735352
	Iteration 66Q: 3 clusters Score -9917260 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -9917264.000000 Penalty: 5391.735352
	Iteration 67Q: 3 clusters Score -9917264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -9917263.000000 Penalty: 5391.735352
	Iteration 68Q: 3 clusters Score -9917263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -9917285.000000 Penalty: 5391.735352
	Iteration 69Q: 3 clusters Score -9917285 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -9917303.000000 Penalty: 5391.735352
	Iteration 70Q: 3 clusters Score -9917303 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -9917322.000000 Penalty: 5391.735352
	Iteration 71Q: 3 clusters Score -9917322 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -9917311.000000 Penalty: 5391.735352
	Iteration 72Q: 3 clusters Score -9917311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -9917308.000000 Penalty: 5391.735352
	Iteration 73Q: 3 clusters Score -9917308 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -9917339.000000 Penalty: 5391.735352
	Iteration 74Q: 3 clusters Score -9917339 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -9917353.000000 Penalty: 5391.735352
	Iteration 75Q: 3 clusters Score -9917353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -9917366.000000 Penalty: 5391.735352
	Iteration 76Q: 3 clusters Score -9917366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -9917365.000000 Penalty: 5391.735352
	Iteration 77Q: 3 clusters Score -9917365 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -9917371.000000 Penalty: 5391.735352
	Iteration 78Q: 3 clusters Score -9917371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -9917409.000000 Penalty: 5391.735352
	Iteration 79Q: 3 clusters Score -9917409 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -9917424.000000 Penalty: 5391.735352
	Iteration 80F: 3 clusters Score -9917424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -9917401.000000 Penalty: 5391.735352
	Iteration 81Q: 3 clusters Score -9917401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -9917400.000000 Penalty: 5391.735352
	Iteration 82Q: 3 clusters Score -9917400 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -9917400.000000 Penalty: 5391.735352
	Iteration 83Q: 3 clusters Score -9917400 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9917374.000000 Penalty: 5391.735352
	Iteration 84Q: 3 clusters Score -9917374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -9917384.000000 Penalty: 5391.735352
	Iteration 85Q: 3 clusters Score -9917384 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -9917404.000000 Penalty: 5391.735352
	Iteration 86Q: 3 clusters Score -9917404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -9917416.000000 Penalty: 5391.735352
	Iteration 87Q: 3 clusters Score -9917416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -9917445.000000 Penalty: 5391.735352
	Iteration 88Q: 3 clusters Score -9917445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -9917437.000000 Penalty: 5391.735352
	Iteration 89Q: 3 clusters Score -9917437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -9917452.000000 Penalty: 5391.735352
	Iteration 90Q: 3 clusters Score -9917452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -9917441.000000 Penalty: 5391.735352
	Iteration 91Q: 3 clusters Score -9917441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9917435.000000 Penalty: 5391.735352
	Iteration 92Q: 3 clusters Score -9917435 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -9917452.000000 Penalty: 5391.735352
	Iteration 93Q: 3 clusters Score -9917452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 41171 members 
Entering Unmasked Estep 
Score: -9917455.000000 Penalty: 5391.735352
	Iteration 94Q: 3 clusters Score -9917455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -9917473.000000 Penalty: 5391.735352
	Iteration 95Q: 3 clusters Score -9917473 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -9917480.000000 Penalty: 5391.735352
	Iteration 96Q: 3 clusters Score -9917480 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -9917502.000000 Penalty: 5391.735352
	Iteration 97Q: 3 clusters Score -9917502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -9917470.000000 Penalty: 5391.735352
	Iteration 98Q: 3 clusters Score -9917470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -9917488.000000 Penalty: 5391.735352
	Iteration 99Q: 3 clusters Score -9917488 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -9917474.000000 Penalty: 5391.735352
	Iteration 100F: 3 clusters Score -9917474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -9917472.000000 Penalty: 5391.735352
	Iteration 101Q: 3 clusters Score -9917472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -9917480.000000 Penalty: 5391.735352
	Iteration 102Q: 3 clusters Score -9917480 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -9917508.000000 Penalty: 5391.735352
	Iteration 103Q: 3 clusters Score -9917508 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -9917557.000000 Penalty: 5391.735352
	Iteration 104Q: 3 clusters Score -9917557 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -9917546.000000 Penalty: 5391.735352
	Iteration 105Q: 3 clusters Score -9917546 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -9917560.000000 Penalty: 5391.735352
	Iteration 106Q: 3 clusters Score -9917560 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -9917570.000000 Penalty: 5391.735352
	Iteration 107Q: 3 clusters Score -9917570 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -9917589.000000 Penalty: 5391.735352
	Iteration 108Q: 3 clusters Score -9917589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -9917587.000000 Penalty: 5391.735352
	Iteration 109Q: 3 clusters Score -9917587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9917579.000000 Penalty: 5391.735352
	Iteration 110Q: 3 clusters Score -9917579 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -9917575.000000 Penalty: 5391.735352
	Iteration 111Q: 3 clusters Score -9917575 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -9917586.000000 Penalty: 5391.735352
	Iteration 112Q: 3 clusters Score -9917586 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
Score: -9917600.000000 Penalty: 5391.735352
	Iteration 113Q: 3 clusters Score -9917600 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -9917583.000000 Penalty: 5391.735352
	Iteration 114Q: 3 clusters Score -9917583 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -9917569.000000 Penalty: 5391.735352
	Iteration 115Q: 3 clusters Score -9917569 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -9917527.000000 Penalty: 5391.735352
	Iteration 116Q: 3 clusters Score -9917527 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -9917462.000000 Penalty: 5391.735352
	Iteration 117Q: 3 clusters Score -9917462 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -9917384.000000 Penalty: 5391.735352
	Iteration 118Q: 3 clusters Score -9917384 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -9917357.000000 Penalty: 5391.735352
	Iteration 119Q: 3 clusters Score -9917357 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -9917246.000000 Penalty: 5391.735352
	Iteration 120F: 3 clusters Score -9917246 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -9917176.000000 Penalty: 5391.735352
	Iteration 121Q: 3 clusters Score -9917176 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -9917067.000000 Penalty: 5391.735352
	Iteration 122Q: 3 clusters Score -9917067 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -9916985.000000 Penalty: 5391.735352
	Iteration 123Q: 3 clusters Score -9916985 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -9916790.000000 Penalty: 5391.735352
	Iteration 124Q: 3 clusters Score -9916790 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
Score: -9916715.000000 Penalty: 5391.735352
	Iteration 125Q: 3 clusters Score -9916715 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9916630.000000 Penalty: 5391.735352
	Iteration 126Q: 3 clusters Score -9916630 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -9916536.000000 Penalty: 5391.735352
	Iteration 127Q: 3 clusters Score -9916536 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9916559.000000 Penalty: 5391.735352
	Iteration 128Q: 3 clusters Score -9916559 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9916532.000000 Penalty: 5391.735352
	Iteration 129Q: 3 clusters Score -9916532 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -9916548.000000 Penalty: 5391.735352
	Iteration 130Q: 3 clusters Score -9916548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9916542.000000 Penalty: 5391.735352
	Iteration 131Q: 3 clusters Score -9916542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -9916473.000000 Penalty: 5391.735352
	Iteration 132Q: 3 clusters Score -9916473 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9916459.000000 Penalty: 5391.735352
	Iteration 133Q: 3 clusters Score -9916459 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -9916412.000000 Penalty: 5391.735352
	Iteration 134Q: 3 clusters Score -9916412 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9916393.000000 Penalty: 5391.735352
	Iteration 135Q: 3 clusters Score -9916393 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 49177 members 
Entering Unmasked Estep 
Score: -9916374.000000 Penalty: 5391.735352
	Iteration 136Q: 3 clusters Score -9916374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9916390.000000 Penalty: 5391.735352
	Iteration 137Q: 3 clusters Score -9916390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -9916395.000000 Penalty: 5391.735352
	Iteration 138Q: 3 clusters Score -9916395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9916411.000000 Penalty: 5391.735352
	Iteration 139Q: 3 clusters Score -9916411 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -9916413.000000 Penalty: 5391.735352
	Iteration 140F: 3 clusters Score -9916413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -9916390.000000 Penalty: 5391.735352
	Iteration 141Q: 3 clusters Score -9916390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -9916401.000000 Penalty: 5391.735352
	Iteration 142Q: 3 clusters Score -9916401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -9916415.000000 Penalty: 5391.735352
	Iteration 143Q: 3 clusters Score -9916415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9916414.000000 Penalty: 5391.735352
	Iteration 144Q: 3 clusters Score -9916414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9916420.000000 Penalty: 5391.735352
	Iteration 145Q: 3 clusters Score -9916420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9916395.000000 Penalty: 5391.735352
	Iteration 146Q: 3 clusters Score -9916395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -9916399.000000 Penalty: 5391.735352
	Iteration 147Q: 3 clusters Score -9916399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -9916397.000000 Penalty: 5391.735352
	Iteration 148Q: 3 clusters Score -9916397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9916380.000000 Penalty: 5391.735352
	Iteration 149Q: 3 clusters Score -9916380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 49541 members 
Entering Unmasked Estep 
Score: -9916359.000000 Penalty: 5391.735352
	Iteration 150Q: 3 clusters Score -9916359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -9916351.000000 Penalty: 5391.735352
	Iteration 151Q: 3 clusters Score -9916351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -9916337.000000 Penalty: 5391.735352
	Iteration 152Q: 3 clusters Score -9916337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9916358.000000 Penalty: 5391.735352
	Iteration 153Q: 3 clusters Score -9916358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 49598 members 
Entering Unmasked Estep 
Score: -9916346.000000 Penalty: 5391.735352
	Iteration 154Q: 3 clusters Score -9916346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -9916340.000000 Penalty: 5391.735352
	Iteration 155Q: 3 clusters Score -9916340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9916325.000000 Penalty: 5391.735352
	Iteration 156Q: 3 clusters Score -9916325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -9916344.000000 Penalty: 5391.735352
	Iteration 157Q: 3 clusters Score -9916344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -9916330.000000 Penalty: 5391.735352
	Iteration 158Q: 3 clusters Score -9916330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -9916332.000000 Penalty: 5391.735352
	Iteration 159Q: 3 clusters Score -9916332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -9916345.000000 Penalty: 5391.735352
	Iteration 160F: 3 clusters Score -9916345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9916345.000000 Penalty: 5391.735352
	Iteration 161Q: 3 clusters Score -9916345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 49735 members 
Entering Unmasked Estep 
Score: -9916335.000000 Penalty: 5391.735352
	Iteration 162Q: 3 clusters Score -9916335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -9916335.000000 Penalty: 5391.735352
	Iteration 163Q: 3 clusters Score -9916335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -9916329.000000 Penalty: 5391.735352
	Iteration 164Q: 3 clusters Score -9916329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9916314.000000 Penalty: 5391.735352
	Iteration 165Q: 3 clusters Score -9916314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9916305.000000 Penalty: 5391.735352
	Iteration 166Q: 3 clusters Score -9916305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -9916305.000000 Penalty: 5391.735352
	Iteration 167Q: 3 clusters Score -9916305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -9916293.000000 Penalty: 5391.735352
	Iteration 168Q: 3 clusters Score -9916293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9916281.000000 Penalty: 5391.735352
	Iteration 169Q: 3 clusters Score -9916281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9916286.000000 Penalty: 5391.735352
	Iteration 170Q: 3 clusters Score -9916286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -9916289.000000 Penalty: 5391.735352
	Iteration 171Q: 3 clusters Score -9916289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -9916294.000000 Penalty: 5391.735352
	Iteration 172Q: 3 clusters Score -9916294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9916289.000000 Penalty: 5391.735352
	Iteration 173Q: 3 clusters Score -9916289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -9916294.000000 Penalty: 5391.735352
	Iteration 174Q: 3 clusters Score -9916294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
Score: -9916285.000000 Penalty: 5391.735352
	Iteration 175Q: 3 clusters Score -9916285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
Score: -9916289.000000 Penalty: 5391.735352
	Iteration 176Q: 3 clusters Score -9916289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -9916284.000000 Penalty: 5391.735352
	Iteration 177Q: 3 clusters Score -9916284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -9916288.000000 Penalty: 5391.735352
	Iteration 178Q: 3 clusters Score -9916288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9916291.000000 Penalty: 5391.735352
	Iteration 179Q: 3 clusters Score -9916291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -9916286.000000 Penalty: 5391.735352
	Iteration 180F: 3 clusters Score -9916286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -9916282.000000 Penalty: 5391.735352
	Iteration 181Q: 3 clusters Score -9916282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -9916287.000000 Penalty: 5391.735352
	Iteration 182Q: 3 clusters Score -9916287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9916294.000000 Penalty: 5391.735352
	Iteration 183Q: 3 clusters Score -9916294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 49911 members 
Entering Unmasked Estep 
Score: -9916286.000000 Penalty: 5391.735352
	Iteration 184Q: 3 clusters Score -9916286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -9916271.000000 Penalty: 5391.735352
	Iteration 185Q: 3 clusters Score -9916271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -9916281.000000 Penalty: 5391.735352
	Iteration 186Q: 3 clusters Score -9916281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -9916265.000000 Penalty: 5391.735352
	Iteration 187Q: 3 clusters Score -9916265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 49923 members 
Entering Unmasked Estep 
Score: -9916267.000000 Penalty: 5391.735352
	Iteration 188Q: 3 clusters Score -9916267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9916264.000000 Penalty: 5391.735352
	Iteration 189Q: 3 clusters Score -9916264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -9916271.000000 Penalty: 5391.735352
	Iteration 190Q: 3 clusters Score -9916271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 49928 members 
Entering Unmasked Estep 
Score: -9916271.000000 Penalty: 5391.735352
	Iteration 191F: 3 clusters Score -9916271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Entering Unmasked Estep 
Score: -8577581.000000 Penalty: 2662.167480
	Iteration 0F: 2 clusters Score -8577581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8547528.000000 Penalty: 5324.334961
	Iteration 0F: 3 clusters Score -8547528 nChanged 21247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -8559227.000000 Penalty: 5324.334961
	Iteration 1F: 3 clusters Score -8559227 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8559726.000000 Penalty: 5324.334961
	Iteration 2Q: 3 clusters Score -8559726 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8560309.000000 Penalty: 5324.334961
	Iteration 3Q: 3 clusters Score -8560309 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -8561209.000000 Penalty: 5324.334961
	Iteration 4Q: 3 clusters Score -8561209 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8562408.000000 Penalty: 5324.334961
	Iteration 5Q: 3 clusters Score -8562408 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -8563941.000000 Penalty: 5324.334961
	Iteration 6F: 3 clusters Score -8563941 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -8565934.000000 Penalty: 5324.334961
	Iteration 7F: 3 clusters Score -8565934 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -8568235.000000 Penalty: 5324.334961
	Iteration 8F: 3 clusters Score -8568235 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8570330.000000 Penalty: 5324.334961
	Iteration 9F: 3 clusters Score -8570330 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -8571640.000000 Penalty: 5324.334961
	Iteration 10F: 3 clusters Score -8571640 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8572391.000000 Penalty: 5324.334961
	Iteration 11Q: 3 clusters Score -8572391 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -8572904.000000 Penalty: 5324.334961
	Iteration 12Q: 3 clusters Score -8572904 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -8573298.000000 Penalty: 5324.334961
	Iteration 13Q: 3 clusters Score -8573298 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -8573663.000000 Penalty: 5324.334961
	Iteration 14Q: 3 clusters Score -8573663 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -8574000.000000 Penalty: 5324.334961
	Iteration 15Q: 3 clusters Score -8574000 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -8574282.000000 Penalty: 5324.334961
	Iteration 16Q: 3 clusters Score -8574282 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -8574589.000000 Penalty: 5324.334961
	Iteration 17Q: 3 clusters Score -8574589 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -8574837.000000 Penalty: 5324.334961
	Iteration 18Q: 3 clusters Score -8574837 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -8575061.000000 Penalty: 5324.334961
	Iteration 19Q: 3 clusters Score -8575061 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -8575251.000000 Penalty: 5324.334961
	Iteration 20F: 3 clusters Score -8575251 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8575385.000000 Penalty: 5324.334961
	Iteration 21Q: 3 clusters Score -8575385 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -8575515.000000 Penalty: 5324.334961
	Iteration 22Q: 3 clusters Score -8575515 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -8575633.000000 Penalty: 5324.334961
	Iteration 23Q: 3 clusters Score -8575633 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -8575750.000000 Penalty: 5324.334961
	Iteration 24Q: 3 clusters Score -8575750 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -8575833.000000 Penalty: 5324.334961
	Iteration 25Q: 3 clusters Score -8575833 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -8575906.000000 Penalty: 5324.334961
	Iteration 26Q: 3 clusters Score -8575906 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8576007.000000 Penalty: 5324.334961
	Iteration 27Q: 3 clusters Score -8576007 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8576091.000000 Penalty: 5324.334961
	Iteration 28Q: 3 clusters Score -8576091 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8576196.000000 Penalty: 5324.334961
	Iteration 29Q: 3 clusters Score -8576196 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -8576299.000000 Penalty: 5324.334961
	Iteration 30Q: 3 clusters Score -8576299 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -8576419.000000 Penalty: 5324.334961
	Iteration 31Q: 3 clusters Score -8576419 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -8576505.000000 Penalty: 5324.334961
	Iteration 32Q: 3 clusters Score -8576505 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8576548.000000 Penalty: 5324.334961
	Iteration 33Q: 3 clusters Score -8576548 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8576608.000000 Penalty: 5324.334961
	Iteration 34Q: 3 clusters Score -8576608 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8576586.000000 Penalty: 5324.334961
	Iteration 35Q: 3 clusters Score -8576586 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8576575.000000 Penalty: 5324.334961
	Iteration 36Q: 3 clusters Score -8576575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8576583.000000 Penalty: 5324.334961
	Iteration 37Q: 3 clusters Score -8576583 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8576612.000000 Penalty: 5324.334961
	Iteration 38Q: 3 clusters Score -8576612 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8576632.000000 Penalty: 5324.334961
	Iteration 39Q: 3 clusters Score -8576632 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -8576646.000000 Penalty: 5324.334961
	Iteration 40F: 3 clusters Score -8576646 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8576647.000000 Penalty: 5324.334961
	Iteration 41Q: 3 clusters Score -8576647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8576648.000000 Penalty: 5324.334961
	Iteration 42Q: 3 clusters Score -8576648 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8576652.000000 Penalty: 5324.334961
	Iteration 43Q: 3 clusters Score -8576652 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8576657.000000 Penalty: 5324.334961
	Iteration 44Q: 3 clusters Score -8576657 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8576644.000000 Penalty: 5324.334961
	Iteration 45Q: 3 clusters Score -8576644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8576638.000000 Penalty: 5324.334961
	Iteration 46Q: 3 clusters Score -8576638 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8576627.000000 Penalty: 5324.334961
	Iteration 47Q: 3 clusters Score -8576627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8576636.000000 Penalty: 5324.334961
	Iteration 48Q: 3 clusters Score -8576636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8576617.000000 Penalty: 5324.334961
	Iteration 49Q: 3 clusters Score -8576617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8576619.000000 Penalty: 5324.334961
	Iteration 50Q: 3 clusters Score -8576619 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8576632.000000 Penalty: 5324.334961
	Iteration 51Q: 3 clusters Score -8576632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8576632.000000 Penalty: 5324.334961
	Iteration 52Q: 3 clusters Score -8576632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8576648.000000 Penalty: 5324.334961
	Iteration 53Q: 3 clusters Score -8576648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8576651.000000 Penalty: 5324.334961
	Iteration 54Q: 3 clusters Score -8576651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8576656.000000 Penalty: 5324.334961
	Iteration 55Q: 3 clusters Score -8576656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8576654.000000 Penalty: 5324.334961
	Iteration 56Q: 3 clusters Score -8576654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8576639.000000 Penalty: 5324.334961
	Iteration 57Q: 3 clusters Score -8576639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8576641.000000 Penalty: 5324.334961
	Iteration 58Q: 3 clusters Score -8576641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8576628.000000 Penalty: 5324.334961
	Iteration 59Q: 3 clusters Score -8576628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8576643.000000 Penalty: 5324.334961
	Iteration 60F: 3 clusters Score -8576643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8576632.000000 Penalty: 5324.334961
	Iteration 61Q: 3 clusters Score -8576632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8576635.000000 Penalty: 5324.334961
	Iteration 62Q: 3 clusters Score -8576635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8576629.000000 Penalty: 5324.334961
	Iteration 63Q: 3 clusters Score -8576629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8576631.000000 Penalty: 5324.334961
	Iteration 64Q: 3 clusters Score -8576631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8576626.000000 Penalty: 5324.334961
	Iteration 65Q: 3 clusters Score -8576626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8576630.000000 Penalty: 5324.334961
	Iteration 66Q: 3 clusters Score -8576630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8576628.000000 Penalty: 5324.334961
	Iteration 67Q: 3 clusters Score -8576628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8576622.000000 Penalty: 5324.334961
	Iteration 68Q: 3 clusters Score -8576622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8576627.000000 Penalty: 5324.334961
	Iteration 69Q: 3 clusters Score -8576627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8576635.000000 Penalty: 5324.334961
	Iteration 70Q: 3 clusters Score -8576635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8576629.000000 Penalty: 5324.334961
	Iteration 71Q: 3 clusters Score -8576629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8576605.000000 Penalty: 5324.334961
	Iteration 72Q: 3 clusters Score -8576605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8576612.000000 Penalty: 5324.334961
	Iteration 73Q: 3 clusters Score -8576612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8576609.000000 Penalty: 5324.334961
	Iteration 74Q: 3 clusters Score -8576609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8576611.000000 Penalty: 5324.334961
	Iteration 75Q: 3 clusters Score -8576611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8576611.000000 Penalty: 5324.334961
	Iteration 76Q: 3 clusters Score -8576611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8576604.000000 Penalty: 5324.334961
	Iteration 77Q: 3 clusters Score -8576604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8576597.000000 Penalty: 5324.334961
	Iteration 78Q: 3 clusters Score -8576597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8576603.000000 Penalty: 5324.334961
	Iteration 79Q: 3 clusters Score -8576603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8576592.000000 Penalty: 5324.334961
	Iteration 80F: 3 clusters Score -8576592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8576592.000000 Penalty: 5324.334961
	Iteration 81Q: 3 clusters Score -8576592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8576595.000000 Penalty: 5324.334961
	Iteration 82Q: 3 clusters Score -8576595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8576598.000000 Penalty: 5324.334961
	Iteration 83Q: 3 clusters Score -8576598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8576593.000000 Penalty: 5324.334961
	Iteration 84Q: 3 clusters Score -8576593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8576593.000000 Penalty: 5324.334961
	Iteration 85Q: 3 clusters Score -8576593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8576588.000000 Penalty: 5324.334961
	Iteration 86Q: 3 clusters Score -8576588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8576588.000000 Penalty: 5324.334961
	Iteration 87Q: 3 clusters Score -8576588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8576593.000000 Penalty: 5324.334961
	Iteration 88Q: 3 clusters Score -8576593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8576592.000000 Penalty: 5324.334961
	Iteration 89Q: 3 clusters Score -8576592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8576587.000000 Penalty: 5324.334961
	Iteration 90Q: 3 clusters Score -8576587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8576586.000000 Penalty: 5324.334961
	Iteration 91Q: 3 clusters Score -8576586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8576594.000000 Penalty: 5324.334961
	Iteration 92Q: 3 clusters Score -8576594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8576588.000000 Penalty: 5324.334961
	Iteration 93Q: 3 clusters Score -8576588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8576588.000000 Penalty: 5324.334961
	Iteration 94F: 3 clusters Score -8576588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Entering Unmasked Estep 
Score: -9477014.000000 Penalty: 2684.561523
	Iteration 0F: 2 clusters Score -9477014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9446036.000000 Penalty: 5369.123047
	Iteration 0F: 3 clusters Score -9446036 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -9458943.000000 Penalty: 5369.123047
	Iteration 1F: 3 clusters Score -9458943 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9459695.000000 Penalty: 5369.123047
	Iteration 2Q: 3 clusters Score -9459695 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -9460524.000000 Penalty: 5369.123047
	Iteration 3Q: 3 clusters Score -9460524 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9461310.000000 Penalty: 5369.123047
	Iteration 4Q: 3 clusters Score -9461310 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -9462226.000000 Penalty: 5369.123047
	Iteration 5Q: 3 clusters Score -9462226 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -9463274.000000 Penalty: 5369.123047
	Iteration 6Q: 3 clusters Score -9463274 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -9464449.000000 Penalty: 5369.123047
	Iteration 7Q: 3 clusters Score -9464449 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -9465749.000000 Penalty: 5369.123047
	Iteration 8F: 3 clusters Score -9465749 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -9467207.000000 Penalty: 5369.123047
	Iteration 9F: 3 clusters Score -9467207 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -9468467.000000 Penalty: 5369.123047
	Iteration 10Q: 3 clusters Score -9468467 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -9469668.000000 Penalty: 5369.123047
	Iteration 11Q: 3 clusters Score -9469668 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -9470519.000000 Penalty: 5369.123047
	Iteration 12Q: 3 clusters Score -9470519 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -9470951.000000 Penalty: 5369.123047
	Iteration 13Q: 3 clusters Score -9470951 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -9471187.000000 Penalty: 5369.123047
	Iteration 14Q: 3 clusters Score -9471187 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -9471389.000000 Penalty: 5369.123047
	Iteration 15Q: 3 clusters Score -9471389 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9471561.000000 Penalty: 5369.123047
	Iteration 16Q: 3 clusters Score -9471561 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -9471726.000000 Penalty: 5369.123047
	Iteration 17Q: 3 clusters Score -9471726 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -9471918.000000 Penalty: 5369.123047
	Iteration 18Q: 3 clusters Score -9471918 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -9472089.000000 Penalty: 5369.123047
	Iteration 19Q: 3 clusters Score -9472089 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -9472255.000000 Penalty: 5369.123047
	Iteration 20F: 3 clusters Score -9472255 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -9472379.000000 Penalty: 5369.123047
	Iteration 21Q: 3 clusters Score -9472379 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -9472518.000000 Penalty: 5369.123047
	Iteration 22Q: 3 clusters Score -9472518 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -9472748.000000 Penalty: 5369.123047
	Iteration 23Q: 3 clusters Score -9472748 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -9472921.000000 Penalty: 5369.123047
	Iteration 24Q: 3 clusters Score -9472921 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9473122.000000 Penalty: 5369.123047
	Iteration 25Q: 3 clusters Score -9473122 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -9473291.000000 Penalty: 5369.123047
	Iteration 26Q: 3 clusters Score -9473291 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -9473479.000000 Penalty: 5369.123047
	Iteration 27Q: 3 clusters Score -9473479 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -9473656.000000 Penalty: 5369.123047
	Iteration 28Q: 3 clusters Score -9473656 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -9473887.000000 Penalty: 5369.123047
	Iteration 29Q: 3 clusters Score -9473887 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -9473977.000000 Penalty: 5369.123047
	Iteration 30Q: 3 clusters Score -9473977 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -9474107.000000 Penalty: 5369.123047
	Iteration 31Q: 3 clusters Score -9474107 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -9474259.000000 Penalty: 5369.123047
	Iteration 32Q: 3 clusters Score -9474259 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -9474410.000000 Penalty: 5369.123047
	Iteration 33Q: 3 clusters Score -9474410 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -9474499.000000 Penalty: 5369.123047
	Iteration 34Q: 3 clusters Score -9474499 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -9474603.000000 Penalty: 5369.123047
	Iteration 35Q: 3 clusters Score -9474603 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -9474677.000000 Penalty: 5369.123047
	Iteration 36Q: 3 clusters Score -9474677 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -9474786.000000 Penalty: 5369.123047
	Iteration 37Q: 3 clusters Score -9474786 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -9474905.000000 Penalty: 5369.123047
	Iteration 38Q: 3 clusters Score -9474905 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -9475045.000000 Penalty: 5369.123047
	Iteration 39Q: 3 clusters Score -9475045 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -9475176.000000 Penalty: 5369.123047
	Iteration 40F: 3 clusters Score -9475176 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -9475274.000000 Penalty: 5369.123047
	Iteration 41Q: 3 clusters Score -9475274 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9475330.000000 Penalty: 5369.123047
	Iteration 42Q: 3 clusters Score -9475330 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -9475397.000000 Penalty: 5369.123047
	Iteration 43Q: 3 clusters Score -9475397 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -9475404.000000 Penalty: 5369.123047
	Iteration 44Q: 3 clusters Score -9475404 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -9475462.000000 Penalty: 5369.123047
	Iteration 45Q: 3 clusters Score -9475462 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -9475505.000000 Penalty: 5369.123047
	Iteration 46Q: 3 clusters Score -9475505 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -9475509.000000 Penalty: 5369.123047
	Iteration 47Q: 3 clusters Score -9475509 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -9475517.000000 Penalty: 5369.123047
	Iteration 48Q: 3 clusters Score -9475517 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -9475534.000000 Penalty: 5369.123047
	Iteration 49Q: 3 clusters Score -9475534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -9475517.000000 Penalty: 5369.123047
	Iteration 50Q: 3 clusters Score -9475517 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 38779 members 
Entering Unmasked Estep 
Score: -9475522.000000 Penalty: 5369.123047
	Iteration 51Q: 3 clusters Score -9475522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -9475506.000000 Penalty: 5369.123047
	Iteration 52Q: 3 clusters Score -9475506 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -9475511.000000 Penalty: 5369.123047
	Iteration 53Q: 3 clusters Score -9475511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -9475503.000000 Penalty: 5369.123047
	Iteration 54Q: 3 clusters Score -9475503 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -9475506.000000 Penalty: 5369.123047
	Iteration 55Q: 3 clusters Score -9475506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -9475497.000000 Penalty: 5369.123047
	Iteration 56Q: 3 clusters Score -9475497 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -9475503.000000 Penalty: 5369.123047
	Iteration 57Q: 3 clusters Score -9475503 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -9475475.000000 Penalty: 5369.123047
	Iteration 58Q: 3 clusters Score -9475475 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -9475497.000000 Penalty: 5369.123047
	Iteration 59Q: 3 clusters Score -9475497 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9475481.000000 Penalty: 5369.123047
	Iteration 60F: 3 clusters Score -9475481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -9475508.000000 Penalty: 5369.123047
	Iteration 61Q: 3 clusters Score -9475508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -9475469.000000 Penalty: 5369.123047
	Iteration 62Q: 3 clusters Score -9475469 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -9475473.000000 Penalty: 5369.123047
	Iteration 63Q: 3 clusters Score -9475473 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -9475479.000000 Penalty: 5369.123047
	Iteration 64Q: 3 clusters Score -9475479 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -9475484.000000 Penalty: 5369.123047
	Iteration 65Q: 3 clusters Score -9475484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -9475482.000000 Penalty: 5369.123047
	Iteration 66Q: 3 clusters Score -9475482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -9475482.000000 Penalty: 5369.123047
	Iteration 67Q: 3 clusters Score -9475482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -9475477.000000 Penalty: 5369.123047
	Iteration 68Q: 3 clusters Score -9475477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -9475467.000000 Penalty: 5369.123047
	Iteration 69Q: 3 clusters Score -9475467 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -9475490.000000 Penalty: 5369.123047
	Iteration 70Q: 3 clusters Score -9475490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9475476.000000 Penalty: 5369.123047
	Iteration 71Q: 3 clusters Score -9475476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -9475476.000000 Penalty: 5369.123047
	Iteration 72Q: 3 clusters Score -9475476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9475458.000000 Penalty: 5369.123047
	Iteration 73Q: 3 clusters Score -9475458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -9475476.000000 Penalty: 5369.123047
	Iteration 74Q: 3 clusters Score -9475476 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -9475470.000000 Penalty: 5369.123047
	Iteration 75Q: 3 clusters Score -9475470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9475472.000000 Penalty: 5369.123047
	Iteration 76Q: 3 clusters Score -9475472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -9475476.000000 Penalty: 5369.123047
	Iteration 77Q: 3 clusters Score -9475476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 37065 members 
Entering Unmasked Estep 
Score: -9475471.000000 Penalty: 5369.123047
	Iteration 78Q: 3 clusters Score -9475471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -9475462.000000 Penalty: 5369.123047
	Iteration 79Q: 3 clusters Score -9475462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -9475460.000000 Penalty: 5369.123047
	Iteration 80F: 3 clusters Score -9475460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9475456.000000 Penalty: 5369.123047
	Iteration 81Q: 3 clusters Score -9475456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -9475465.000000 Penalty: 5369.123047
	Iteration 82Q: 3 clusters Score -9475465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -9475460.000000 Penalty: 5369.123047
	Iteration 83Q: 3 clusters Score -9475460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -9475449.000000 Penalty: 5369.123047
	Iteration 84Q: 3 clusters Score -9475449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9475457.000000 Penalty: 5369.123047
	Iteration 85Q: 3 clusters Score -9475457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -9475457.000000 Penalty: 5369.123047
	Iteration 86Q: 3 clusters Score -9475457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9475459.000000 Penalty: 5369.123047
	Iteration 87Q: 3 clusters Score -9475459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -9475461.000000 Penalty: 5369.123047
	Iteration 88Q: 3 clusters Score -9475461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -9475461.000000 Penalty: 5369.123047
	Iteration 89F: 3 clusters Score -9475461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Entering Unmasked Estep 
Score: -4355796.500000 Penalty: 2494.067383
	Iteration 0F: 2 clusters Score -4355796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -4339521.500000 Penalty: 4988.134766
	Iteration 0F: 3 clusters Score -4339522 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4345210.000000 Penalty: 4988.134766
	Iteration 1F: 3 clusters Score -4345210 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -4345638.500000 Penalty: 4988.134766
	Iteration 2F: 3 clusters Score -4345638 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4346002.000000 Penalty: 4988.134766
	Iteration 3Q: 3 clusters Score -4346002 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4346422.500000 Penalty: 4988.134766
	Iteration 4Q: 3 clusters Score -4346422 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4346847.000000 Penalty: 4988.134766
	Iteration 5Q: 3 clusters Score -4346847 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4347429.500000 Penalty: 4988.134766
	Iteration 6Q: 3 clusters Score -4347430 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -4348205.500000 Penalty: 4988.134766
	Iteration 7F: 3 clusters Score -4348206 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4349193.000000 Penalty: 4988.134766
	Iteration 8F: 3 clusters Score -4349193 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -4350313.000000 Penalty: 4988.134766
	Iteration 9F: 3 clusters Score -4350313 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -4351467.000000 Penalty: 4988.134766
	Iteration 10F: 3 clusters Score -4351467 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4352455.500000 Penalty: 4988.134766
	Iteration 11Q: 3 clusters Score -4352456 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4353037.000000 Penalty: 4988.134766
	Iteration 12Q: 3 clusters Score -4353037 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4353342.000000 Penalty: 4988.134766
	Iteration 13Q: 3 clusters Score -4353342 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4353515.000000 Penalty: 4988.134766
	Iteration 14Q: 3 clusters Score -4353515 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4353581.000000 Penalty: 4988.134766
	Iteration 15Q: 3 clusters Score -4353581 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4353640.000000 Penalty: 4988.134766
	Iteration 16Q: 3 clusters Score -4353640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4353669.500000 Penalty: 4988.134766
	Iteration 17Q: 3 clusters Score -4353670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4353679.500000 Penalty: 4988.134766
	Iteration 18Q: 3 clusters Score -4353680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4353699.000000 Penalty: 4988.134766
	Iteration 19Q: 3 clusters Score -4353699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4353712.000000 Penalty: 4988.134766
	Iteration 20F: 3 clusters Score -4353712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4353715.500000 Penalty: 4988.134766
	Iteration 21Q: 3 clusters Score -4353716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4353717.500000 Penalty: 4988.134766
	Iteration 22Q: 3 clusters Score -4353718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4353723.500000 Penalty: 4988.134766
	Iteration 23Q: 3 clusters Score -4353724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4353725.500000 Penalty: 4988.134766
	Iteration 24Q: 3 clusters Score -4353726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4353731.000000 Penalty: 4988.134766
	Iteration 25Q: 3 clusters Score -4353731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4353726.000000 Penalty: 4988.134766
	Iteration 26Q: 3 clusters Score -4353726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4353728.500000 Penalty: 4988.134766
	Iteration 27Q: 3 clusters Score -4353728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4353728.500000 Penalty: 4988.134766
	Iteration 28F: 3 clusters Score -4353728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46320 members 
Entering Unmasked Estep 
Score: -8573537.000000 Penalty: 2664.345703
	Iteration 0F: 2 clusters Score -8573537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -8542999.000000 Penalty: 5328.691406
	Iteration 0F: 3 clusters Score -8542999 nChanged 21356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -8555244.000000 Penalty: 5328.691406
	Iteration 1F: 3 clusters Score -8555244 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8556083.000000 Penalty: 5328.691406
	Iteration 2Q: 3 clusters Score -8556083 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8557264.000000 Penalty: 5328.691406
	Iteration 3Q: 3 clusters Score -8557264 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -8558640.000000 Penalty: 5328.691406
	Iteration 4Q: 3 clusters Score -8558640 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -8560198.000000 Penalty: 5328.691406
	Iteration 5F: 3 clusters Score -8560198 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8561783.000000 Penalty: 5328.691406
	Iteration 6F: 3 clusters Score -8561783 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -8563240.000000 Penalty: 5328.691406
	Iteration 7F: 3 clusters Score -8563240 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -8564397.000000 Penalty: 5328.691406
	Iteration 8Q: 3 clusters Score -8564397 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -8565364.000000 Penalty: 5328.691406
	Iteration 9Q: 3 clusters Score -8565364 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -8565937.000000 Penalty: 5328.691406
	Iteration 10Q: 3 clusters Score -8565937 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -8566263.000000 Penalty: 5328.691406
	Iteration 11Q: 3 clusters Score -8566263 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -8566458.000000 Penalty: 5328.691406
	Iteration 12Q: 3 clusters Score -8566458 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -8566603.000000 Penalty: 5328.691406
	Iteration 13Q: 3 clusters Score -8566603 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -8566674.000000 Penalty: 5328.691406
	Iteration 14Q: 3 clusters Score -8566674 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -8566739.000000 Penalty: 5328.691406
	Iteration 15Q: 3 clusters Score -8566739 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29499 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -8566761.000000 Penalty: 5328.691406
	Iteration 16Q: 3 clusters Score -8566761 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -8566831.000000 Penalty: 5328.691406
	Iteration 17Q: 3 clusters Score -8566831 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -8566898.000000 Penalty: 5328.691406
	Iteration 18Q: 3 clusters Score -8566898 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -8566936.000000 Penalty: 5328.691406
	Iteration 19Q: 3 clusters Score -8566936 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -8566989.000000 Penalty: 5328.691406
	Iteration 20F: 3 clusters Score -8566989 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -8567085.000000 Penalty: 5328.691406
	Iteration 21Q: 3 clusters Score -8567085 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -8567161.000000 Penalty: 5328.691406
	Iteration 22Q: 3 clusters Score -8567161 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -8567275.000000 Penalty: 5328.691406
	Iteration 23Q: 3 clusters Score -8567275 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -8567377.000000 Penalty: 5328.691406
	Iteration 24Q: 3 clusters Score -8567377 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32853 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -8567474.000000 Penalty: 5328.691406
	Iteration 25Q: 3 clusters Score -8567474 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -8567554.000000 Penalty: 5328.691406
	Iteration 26Q: 3 clusters Score -8567554 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8567678.000000 Penalty: 5328.691406
	Iteration 27Q: 3 clusters Score -8567678 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -8567784.000000 Penalty: 5328.691406
	Iteration 28Q: 3 clusters Score -8567784 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8567889.000000 Penalty: 5328.691406
	Iteration 29Q: 3 clusters Score -8567889 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -8568004.000000 Penalty: 5328.691406
	Iteration 30Q: 3 clusters Score -8568004 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -8568134.000000 Penalty: 5328.691406
	Iteration 31Q: 3 clusters Score -8568134 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -8568245.000000 Penalty: 5328.691406
	Iteration 32Q: 3 clusters Score -8568245 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8568363.000000 Penalty: 5328.691406
	Iteration 33Q: 3 clusters Score -8568363 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -8568462.000000 Penalty: 5328.691406
	Iteration 34Q: 3 clusters Score -8568462 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -8568579.000000 Penalty: 5328.691406
	Iteration 35Q: 3 clusters Score -8568579 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -8568733.000000 Penalty: 5328.691406
	Iteration 36Q: 3 clusters Score -8568733 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -8568930.000000 Penalty: 5328.691406
	Iteration 37Q: 3 clusters Score -8568930 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8569124.000000 Penalty: 5328.691406
	Iteration 38Q: 3 clusters Score -8569124 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -8569309.000000 Penalty: 5328.691406
	Iteration 39Q: 3 clusters Score -8569309 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -8569536.000000 Penalty: 5328.691406
	Iteration 40F: 3 clusters Score -8569536 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -8569733.000000 Penalty: 5328.691406
	Iteration 41Q: 3 clusters Score -8569733 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8569970.000000 Penalty: 5328.691406
	Iteration 42Q: 3 clusters Score -8569970 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -8570103.000000 Penalty: 5328.691406
	Iteration 43Q: 3 clusters Score -8570103 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8570270.000000 Penalty: 5328.691406
	Iteration 44Q: 3 clusters Score -8570270 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8570461.000000 Penalty: 5328.691406
	Iteration 45Q: 3 clusters Score -8570461 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8570594.000000 Penalty: 5328.691406
	Iteration 46Q: 3 clusters Score -8570594 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8570681.000000 Penalty: 5328.691406
	Iteration 47Q: 3 clusters Score -8570681 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8570781.000000 Penalty: 5328.691406
	Iteration 48Q: 3 clusters Score -8570781 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8570845.000000 Penalty: 5328.691406
	Iteration 49Q: 3 clusters Score -8570845 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8570899.000000 Penalty: 5328.691406
	Iteration 50Q: 3 clusters Score -8570899 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8570965.000000 Penalty: 5328.691406
	Iteration 51Q: 3 clusters Score -8570965 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8570975.000000 Penalty: 5328.691406
	Iteration 52Q: 3 clusters Score -8570975 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8571000.000000 Penalty: 5328.691406
	Iteration 53Q: 3 clusters Score -8571000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8571019.000000 Penalty: 5328.691406
	Iteration 54Q: 3 clusters Score -8571019 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8571036.000000 Penalty: 5328.691406
	Iteration 55Q: 3 clusters Score -8571036 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8571036.000000 Penalty: 5328.691406
	Iteration 56Q: 3 clusters Score -8571036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8571058.000000 Penalty: 5328.691406
	Iteration 57Q: 3 clusters Score -8571058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8571070.000000 Penalty: 5328.691406
	Iteration 58Q: 3 clusters Score -8571070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8571076.000000 Penalty: 5328.691406
	Iteration 59Q: 3 clusters Score -8571076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8571092.000000 Penalty: 5328.691406
	Iteration 60F: 3 clusters Score -8571092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8571091.000000 Penalty: 5328.691406
	Iteration 61Q: 3 clusters Score -8571091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8571108.000000 Penalty: 5328.691406
	Iteration 62Q: 3 clusters Score -8571108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8571118.000000 Penalty: 5328.691406
	Iteration 63Q: 3 clusters Score -8571118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8571140.000000 Penalty: 5328.691406
	Iteration 64Q: 3 clusters Score -8571140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8571140.000000 Penalty: 5328.691406
	Iteration 65Q: 3 clusters Score -8571140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8571128.000000 Penalty: 5328.691406
	Iteration 66Q: 3 clusters Score -8571128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -8571141.000000 Penalty: 5328.691406
	Iteration 67Q: 3 clusters Score -8571141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8571152.000000 Penalty: 5328.691406
	Iteration 68Q: 3 clusters Score -8571152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8571149.000000 Penalty: 5328.691406
	Iteration 69Q: 3 clusters Score -8571149 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8571161.000000 Penalty: 5328.691406
	Iteration 70Q: 3 clusters Score -8571161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8571163.000000 Penalty: 5328.691406
	Iteration 71Q: 3 clusters Score -8571163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8571160.000000 Penalty: 5328.691406
	Iteration 72Q: 3 clusters Score -8571160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8571175.000000 Penalty: 5328.691406
	Iteration 73Q: 3 clusters Score -8571175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8571184.000000 Penalty: 5328.691406
	Iteration 74Q: 3 clusters Score -8571184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8571181.000000 Penalty: 5328.691406
	Iteration 75Q: 3 clusters Score -8571181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8571181.000000 Penalty: 5328.691406
	Iteration 76Q: 3 clusters Score -8571181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8571179.000000 Penalty: 5328.691406
	Iteration 77Q: 3 clusters Score -8571179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8571185.000000 Penalty: 5328.691406
	Iteration 78Q: 3 clusters Score -8571185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8571184.000000 Penalty: 5328.691406
	Iteration 79Q: 3 clusters Score -8571184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8571184.000000 Penalty: 5328.691406
	Iteration 80F: 3 clusters Score -8571184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53129.171875 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53129.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53253.152344 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53253.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53280.468750 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53280.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -53291.308594 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53291.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53295.742188 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -53295.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53295.742188 Penalty: 2857.977539
	Iteration 5F: 3 clusters Score -53295.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Entering Unmasked Estep 
Score: -9072085.000000 Penalty: 2675.029053
	Iteration 0F: 2 clusters Score -9072085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -9042362.000000 Penalty: 5350.058105
	Iteration 0F: 3 clusters Score -9042362 nChanged 22231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -9054362.000000 Penalty: 5350.058105
	Iteration 1F: 3 clusters Score -9054362 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9054763.000000 Penalty: 5350.058105
	Iteration 2Q: 3 clusters Score -9054763 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -9055125.000000 Penalty: 5350.058105
	Iteration 3Q: 3 clusters Score -9055125 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -9055516.000000 Penalty: 5350.058105
	Iteration 4Q: 3 clusters Score -9055516 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -9055861.000000 Penalty: 5350.058105
	Iteration 5Q: 3 clusters Score -9055861 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -9056365.000000 Penalty: 5350.058105
	Iteration 6Q: 3 clusters Score -9056365 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -9057013.000000 Penalty: 5350.058105
	Iteration 7Q: 3 clusters Score -9057013 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -9058124.000000 Penalty: 5350.058105
	Iteration 8Q: 3 clusters Score -9058124 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -9059885.000000 Penalty: 5350.058105
	Iteration 9F: 3 clusters Score -9059885 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -9062629.000000 Penalty: 5350.058105
	Iteration 10F: 3 clusters Score -9062629 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -9065798.000000 Penalty: 5350.058105
	Iteration 11F: 3 clusters Score -9065798 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -9068468.000000 Penalty: 5350.058105
	Iteration 12F: 3 clusters Score -9068468 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -9069516.000000 Penalty: 5350.058105
	Iteration 13Q: 3 clusters Score -9069516 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -9069758.000000 Penalty: 5350.058105
	Iteration 14Q: 3 clusters Score -9069758 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9069810.000000 Penalty: 5350.058105
	Iteration 15Q: 3 clusters Score -9069810 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9069826.000000 Penalty: 5350.058105
	Iteration 16Q: 3 clusters Score -9069826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -9069868.000000 Penalty: 5350.058105
	Iteration 17Q: 3 clusters Score -9069868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -9069878.000000 Penalty: 5350.058105
	Iteration 18Q: 3 clusters Score -9069878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -9069902.000000 Penalty: 5350.058105
	Iteration 19Q: 3 clusters Score -9069902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9069907.000000 Penalty: 5350.058105
	Iteration 20F: 3 clusters Score -9069907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -9069917.000000 Penalty: 5350.058105
	Iteration 21Q: 3 clusters Score -9069917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -9069919.000000 Penalty: 5350.058105
	Iteration 22Q: 3 clusters Score -9069919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9069922.000000 Penalty: 5350.058105
	Iteration 23Q: 3 clusters Score -9069922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9069939.000000 Penalty: 5350.058105
	Iteration 24Q: 3 clusters Score -9069939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -9069936.000000 Penalty: 5350.058105
	Iteration 25Q: 3 clusters Score -9069936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -9069948.000000 Penalty: 5350.058105
	Iteration 26Q: 3 clusters Score -9069948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -9069943.000000 Penalty: 5350.058105
	Iteration 27Q: 3 clusters Score -9069943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -9069941.000000 Penalty: 5350.058105
	Iteration 28Q: 3 clusters Score -9069941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -9069948.000000 Penalty: 5350.058105
	Iteration 29Q: 3 clusters Score -9069948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9069947.000000 Penalty: 5350.058105
	Iteration 30Q: 3 clusters Score -9069947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -9069947.000000 Penalty: 5350.058105
	Iteration 31F: 3 clusters Score -9069947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Entering Unmasked Estep 
Score: -7997451.000000 Penalty: 2646.177490
	Iteration 0F: 2 clusters Score -7997451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -7968456.500000 Penalty: 5292.354980
	Iteration 0F: 3 clusters Score -7968456 nChanged 19609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -7978994.000000 Penalty: 5292.354980
	Iteration 1F: 3 clusters Score -7978994 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -7979394.000000 Penalty: 5292.354980
	Iteration 2Q: 3 clusters Score -7979394 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7979766.500000 Penalty: 5292.354980
	Iteration 3Q: 3 clusters Score -7979766 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -7980130.000000 Penalty: 5292.354980
	Iteration 4Q: 3 clusters Score -7980130 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -7980498.500000 Penalty: 5292.354980
	Iteration 5Q: 3 clusters Score -7980498 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -7980945.500000 Penalty: 5292.354980
	Iteration 6Q: 3 clusters Score -7980946 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -7981524.000000 Penalty: 5292.354980
	Iteration 7Q: 3 clusters Score -7981524 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -7982338.000000 Penalty: 5292.354980
	Iteration 8Q: 3 clusters Score -7982338 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -7983589.500000 Penalty: 5292.354980
	Iteration 9F: 3 clusters Score -7983590 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -7985338.500000 Penalty: 5292.354980
	Iteration 10F: 3 clusters Score -7985338 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -7987612.500000 Penalty: 5292.354980
	Iteration 11F: 3 clusters Score -7987612 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -7990008.500000 Penalty: 5292.354980
	Iteration 12F: 3 clusters Score -7990008 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -7992026.000000 Penalty: 5292.354980
	Iteration 13Q: 3 clusters Score -7992026 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7993405.500000 Penalty: 5292.354980
	Iteration 14Q: 3 clusters Score -7993406 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7994169.500000 Penalty: 5292.354980
	Iteration 15Q: 3 clusters Score -7994170 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7994551.500000 Penalty: 5292.354980
	Iteration 16Q: 3 clusters Score -7994552 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -7994803.000000 Penalty: 5292.354980
	Iteration 17Q: 3 clusters Score -7994803 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -7994970.000000 Penalty: 5292.354980
	Iteration 18Q: 3 clusters Score -7994970 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7995069.500000 Penalty: 5292.354980
	Iteration 19Q: 3 clusters Score -7995070 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -7995150.500000 Penalty: 5292.354980
	Iteration 20F: 3 clusters Score -7995150 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -7995212.000000 Penalty: 5292.354980
	Iteration 21Q: 3 clusters Score -7995212 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -7995252.500000 Penalty: 5292.354980
	Iteration 22Q: 3 clusters Score -7995252 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -7995317.000000 Penalty: 5292.354980
	Iteration 23Q: 3 clusters Score -7995317 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -7995367.000000 Penalty: 5292.354980
	Iteration 24Q: 3 clusters Score -7995367 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -7995387.000000 Penalty: 5292.354980
	Iteration 25Q: 3 clusters Score -7995387 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7995414.500000 Penalty: 5292.354980
	Iteration 26Q: 3 clusters Score -7995414 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7995435.000000 Penalty: 5292.354980
	Iteration 27Q: 3 clusters Score -7995435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7995455.500000 Penalty: 5292.354980
	Iteration 28Q: 3 clusters Score -7995456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7995484.000000 Penalty: 5292.354980
	Iteration 29Q: 3 clusters Score -7995484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -7995516.000000 Penalty: 5292.354980
	Iteration 30Q: 3 clusters Score -7995516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -7995513.000000 Penalty: 5292.354980
	Iteration 31Q: 3 clusters Score -7995513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7995540.000000 Penalty: 5292.354980
	Iteration 32Q: 3 clusters Score -7995540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -7995565.500000 Penalty: 5292.354980
	Iteration 33Q: 3 clusters Score -7995566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -7995546.000000 Penalty: 5292.354980
	Iteration 34Q: 3 clusters Score -7995546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -7995565.000000 Penalty: 5292.354980
	Iteration 35Q: 3 clusters Score -7995565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7995569.500000 Penalty: 5292.354980
	Iteration 36Q: 3 clusters Score -7995570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7995585.000000 Penalty: 5292.354980
	Iteration 37Q: 3 clusters Score -7995585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -7995593.000000 Penalty: 5292.354980
	Iteration 38Q: 3 clusters Score -7995593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -7995601.000000 Penalty: 5292.354980
	Iteration 39Q: 3 clusters Score -7995601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7995606.000000 Penalty: 5292.354980
	Iteration 40F: 3 clusters Score -7995606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -7995613.500000 Penalty: 5292.354980
	Iteration 41Q: 3 clusters Score -7995614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7995613.000000 Penalty: 5292.354980
	Iteration 42Q: 3 clusters Score -7995613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -7995632.000000 Penalty: 5292.354980
	Iteration 43Q: 3 clusters Score -7995632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -7995634.500000 Penalty: 5292.354980
	Iteration 44Q: 3 clusters Score -7995634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -7995627.000000 Penalty: 5292.354980
	Iteration 45Q: 3 clusters Score -7995627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -7995623.500000 Penalty: 5292.354980
	Iteration 46Q: 3 clusters Score -7995624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7995629.000000 Penalty: 5292.354980
	Iteration 47Q: 3 clusters Score -7995629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -7995637.500000 Penalty: 5292.354980
	Iteration 48Q: 3 clusters Score -7995638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -7995648.500000 Penalty: 5292.354980
	Iteration 49Q: 3 clusters Score -7995648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7995647.000000 Penalty: 5292.354980
	Iteration 50Q: 3 clusters Score -7995647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -7995654.500000 Penalty: 5292.354980
	Iteration 51Q: 3 clusters Score -7995654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7995660.000000 Penalty: 5292.354980
	Iteration 52Q: 3 clusters Score -7995660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -7995648.000000 Penalty: 5292.354980
	Iteration 53Q: 3 clusters Score -7995648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -7995651.500000 Penalty: 5292.354980
	Iteration 54Q: 3 clusters Score -7995652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -7995646.500000 Penalty: 5292.354980
	Iteration 55Q: 3 clusters Score -7995646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -7995651.000000 Penalty: 5292.354980
	Iteration 56Q: 3 clusters Score -7995651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7995646.500000 Penalty: 5292.354980
	Iteration 57Q: 3 clusters Score -7995646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -7995657.500000 Penalty: 5292.354980
	Iteration 58Q: 3 clusters Score -7995658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -7995651.500000 Penalty: 5292.354980
	Iteration 59Q: 3 clusters Score -7995652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -7995651.500000 Penalty: 5292.354980
	Iteration 60F: 3 clusters Score -7995652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Entering Unmasked Estep 
Score: -7980047.500000 Penalty: 2643.198730
	Iteration 0F: 2 clusters Score -7980048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -7952063.500000 Penalty: 5286.397461
	Iteration 0F: 3 clusters Score -7952064 nChanged 19467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -7962621.000000 Penalty: 5286.397461
	Iteration 1F: 3 clusters Score -7962621 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -7963010.500000 Penalty: 5286.397461
	Iteration 2Q: 3 clusters Score -7963010 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -7963368.000000 Penalty: 5286.397461
	Iteration 3Q: 3 clusters Score -7963368 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7963693.000000 Penalty: 5286.397461
	Iteration 4Q: 3 clusters Score -7963693 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -7964022.500000 Penalty: 5286.397461
	Iteration 5Q: 3 clusters Score -7964022 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -7964353.500000 Penalty: 5286.397461
	Iteration 6Q: 3 clusters Score -7964354 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -7964738.000000 Penalty: 5286.397461
	Iteration 7Q: 3 clusters Score -7964738 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -7965312.500000 Penalty: 5286.397461
	Iteration 8Q: 3 clusters Score -7965312 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -7966164.500000 Penalty: 5286.397461
	Iteration 9Q: 3 clusters Score -7966164 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -7967494.000000 Penalty: 5286.397461
	Iteration 10F: 3 clusters Score -7967494 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -7969395.500000 Penalty: 5286.397461
	Iteration 11F: 3 clusters Score -7969396 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -7971815.500000 Penalty: 5286.397461
	Iteration 12F: 3 clusters Score -7971816 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -7974261.500000 Penalty: 5286.397461
	Iteration 13F: 3 clusters Score -7974262 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7976068.000000 Penalty: 5286.397461
	Iteration 14Q: 3 clusters Score -7976068 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -7977022.500000 Penalty: 5286.397461
	Iteration 15Q: 3 clusters Score -7977022 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7977405.000000 Penalty: 5286.397461
	Iteration 16Q: 3 clusters Score -7977405 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7977571.000000 Penalty: 5286.397461
	Iteration 17Q: 3 clusters Score -7977571 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7977683.000000 Penalty: 5286.397461
	Iteration 18Q: 3 clusters Score -7977683 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7977773.500000 Penalty: 5286.397461
	Iteration 19Q: 3 clusters Score -7977774 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7977809.500000 Penalty: 5286.397461
	Iteration 20F: 3 clusters Score -7977810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42089 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7977840.000000 Penalty: 5286.397461
	Iteration 21Q: 3 clusters Score -7977840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7977869.500000 Penalty: 5286.397461
	Iteration 22Q: 3 clusters Score -7977870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7977888.000000 Penalty: 5286.397461
	Iteration 23Q: 3 clusters Score -7977888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -7977911.000000 Penalty: 5286.397461
	Iteration 24Q: 3 clusters Score -7977911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7977930.500000 Penalty: 5286.397461
	Iteration 25Q: 3 clusters Score -7977930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7977943.000000 Penalty: 5286.397461
	Iteration 26Q: 3 clusters Score -7977943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7977954.000000 Penalty: 5286.397461
	Iteration 27Q: 3 clusters Score -7977954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7977962.000000 Penalty: 5286.397461
	Iteration 28Q: 3 clusters Score -7977962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7977969.000000 Penalty: 5286.397461
	Iteration 29Q: 3 clusters Score -7977969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7977967.500000 Penalty: 5286.397461
	Iteration 30Q: 3 clusters Score -7977968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -7977969.000000 Penalty: 5286.397461
	Iteration 31Q: 3 clusters Score -7977969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7977971.500000 Penalty: 5286.397461
	Iteration 32Q: 3 clusters Score -7977972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7977988.000000 Penalty: 5286.397461
	Iteration 33Q: 3 clusters Score -7977988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7978002.500000 Penalty: 5286.397461
	Iteration 34Q: 3 clusters Score -7978002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7978001.000000 Penalty: 5286.397461
	Iteration 35Q: 3 clusters Score -7978001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7978006.000000 Penalty: 5286.397461
	Iteration 36Q: 3 clusters Score -7978006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7978008.000000 Penalty: 5286.397461
	Iteration 37Q: 3 clusters Score -7978008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7978005.500000 Penalty: 5286.397461
	Iteration 38Q: 3 clusters Score -7978006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7978016.500000 Penalty: 5286.397461
	Iteration 39Q: 3 clusters Score -7978016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7978018.000000 Penalty: 5286.397461
	Iteration 40F: 3 clusters Score -7978018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7978021.500000 Penalty: 5286.397461
	Iteration 41Q: 3 clusters Score -7978022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7978028.000000 Penalty: 5286.397461
	Iteration 42Q: 3 clusters Score -7978028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7978029.500000 Penalty: 5286.397461
	Iteration 43Q: 3 clusters Score -7978030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7978033.500000 Penalty: 5286.397461
	Iteration 44Q: 3 clusters Score -7978034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7978037.500000 Penalty: 5286.397461
	Iteration 45Q: 3 clusters Score -7978038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7978032.000000 Penalty: 5286.397461
	Iteration 46Q: 3 clusters Score -7978032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7978032.000000 Penalty: 5286.397461
	Iteration 47F: 3 clusters Score -7978032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -191961.828125 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -191961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -189926.484375 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -189926.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -190534.046875 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -190534 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -190834.765625 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -190834.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -191080.640625 Penalty: 3531.339355
	Iteration 3F: 3 clusters Score -191080.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -191285.453125 Penalty: 3531.339355
	Iteration 4F: 3 clusters Score -191285.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -191413.156250 Penalty: 3531.339355
	Iteration 5F: 3 clusters Score -191413.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -191565.531250 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -191565.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -191726.578125 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -191726.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -191837.906250 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -191837.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -191898.921875 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -191898.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -191972.375000 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -191972.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -192048.640625 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -192048.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -192110.015625 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -192110 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -192152.125000 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -192152.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192183.328125 Penalty: 3531.339355
	Iteration 14Q: 3 clusters Score -192183.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -192205.515625 Penalty: 3531.339355
	Iteration 15Q: 3 clusters Score -192205.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -192219.953125 Penalty: 3531.339355
	Iteration 16Q: 3 clusters Score -192220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192224.890625 Penalty: 3531.339355
	Iteration 17Q: 3 clusters Score -192224.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192229.312500 Penalty: 3531.339355
	Iteration 18Q: 3 clusters Score -192229.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -192234.515625 Penalty: 3531.339355
	Iteration 19Q: 3 clusters Score -192234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -192255.203125 Penalty: 3531.339355
	Iteration 20F: 3 clusters Score -192255.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192264.718750 Penalty: 3531.339355
	Iteration 21Q: 3 clusters Score -192264.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192271.734375 Penalty: 3531.339355
	Iteration 22Q: 3 clusters Score -192271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192279.906250 Penalty: 3531.339355
	Iteration 23Q: 3 clusters Score -192279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192280.718750 Penalty: 3531.339355
	Iteration 24Q: 3 clusters Score -192280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -192280.718750 Penalty: 3531.339355
	Iteration 25F: 3 clusters Score -192280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 52598 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 46320 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 42534 members 
Mstep: Class 12 contains 439 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 26153 members 
Mstep: Class 20 contains 54719 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7495 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46413 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 797 members 
Entering Unmasked Estep 
Score: -137143856.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137145040.000000 to -137143856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Entering Unmasked Estep 
Score: -99270.164062 Penalty: 1571.971313
	Iteration 0F: 2 clusters Score -99270.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97691.062500 Penalty: 3143.942627
	Iteration 0F: 3 clusters Score -97691.06 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97914.828125 Penalty: 3143.942627
	Iteration 1F: 3 clusters Score -97914.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97969.179688 Penalty: 3143.942627
	Iteration 2Q: 3 clusters Score -97969.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -97989.531250 Penalty: 3143.942627
	Iteration 3Q: 3 clusters Score -97989.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98002.804688 Penalty: 3143.942627
	Iteration 4Q: 3 clusters Score -98002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98018.257812 Penalty: 3143.942627
	Iteration 5Q: 3 clusters Score -98018.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98022.226562 Penalty: 3143.942627
	Iteration 6Q: 3 clusters Score -98022.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98022.226562 Penalty: 3143.942627
	Iteration 7F: 3 clusters Score -98022.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Entering Unmasked Estep 
Score: -136655.390625 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -136655.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -135005.390625 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -135005.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -135599.031250 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -135599 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136044.093750 Penalty: 3310.582520
	Iteration 2F: 3 clusters Score -136044.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -136425.562500 Penalty: 3310.582520
	Iteration 3F: 3 clusters Score -136425.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -136778.437500 Penalty: 3310.582520
	Iteration 4F: 3 clusters Score -136778.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137060.562500 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -137060.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137106.140625 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -137106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137151.968750 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -137152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137248.671875 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -137248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137248.671875 Penalty: 3310.582520
	Iteration 9F: 3 clusters Score -137248.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 52598 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 46320 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 42534 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 219 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 26153 members 
Mstep: Class 20 contains 54719 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7495 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46413 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 573 members 
Entering Unmasked Estep 
Score: -137143936.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137145040.000000 to -137143936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (50067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Entering Unmasked Estep 
Score: -9353647.000000 Penalty: 2683.637207
	Iteration 0F: 2 clusters Score -9353647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -9321361.000000 Penalty: 5367.274414
	Iteration 0F: 3 clusters Score -9321361 nChanged 23219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9333897.000000 Penalty: 5367.274414
	Iteration 1F: 3 clusters Score -9333897 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9334382.000000 Penalty: 5367.274414
	Iteration 2Q: 3 clusters Score -9334382 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -9334858.000000 Penalty: 5367.274414
	Iteration 3Q: 3 clusters Score -9334858 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -9335545.000000 Penalty: 5367.274414
	Iteration 4Q: 3 clusters Score -9335545 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -9336202.000000 Penalty: 5367.274414
	Iteration 5Q: 3 clusters Score -9336202 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -9337008.000000 Penalty: 5367.274414
	Iteration 6Q: 3 clusters Score -9337008 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -9338086.000000 Penalty: 5367.274414
	Iteration 7Q: 3 clusters Score -9338086 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -9339472.000000 Penalty: 5367.274414
	Iteration 8Q: 3 clusters Score -9339472 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -9341140.000000 Penalty: 5367.274414
	Iteration 9F: 3 clusters Score -9341140 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -9343048.000000 Penalty: 5367.274414
	Iteration 10F: 3 clusters Score -9343048 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -9344733.000000 Penalty: 5367.274414
	Iteration 11Q: 3 clusters Score -9344733 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -9345746.000000 Penalty: 5367.274414
	Iteration 12Q: 3 clusters Score -9345746 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -9346283.000000 Penalty: 5367.274414
	Iteration 13Q: 3 clusters Score -9346283 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -9346635.000000 Penalty: 5367.274414
	Iteration 14Q: 3 clusters Score -9346635 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9346886.000000 Penalty: 5367.274414
	Iteration 15Q: 3 clusters Score -9346886 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -9347133.000000 Penalty: 5367.274414
	Iteration 16Q: 3 clusters Score -9347133 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -9347391.000000 Penalty: 5367.274414
	Iteration 17Q: 3 clusters Score -9347391 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -9347690.000000 Penalty: 5367.274414
	Iteration 18Q: 3 clusters Score -9347690 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -9347987.000000 Penalty: 5367.274414
	Iteration 19Q: 3 clusters Score -9347987 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9348312.000000 Penalty: 5367.274414
	Iteration 20F: 3 clusters Score -9348312 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -9348601.000000 Penalty: 5367.274414
	Iteration 21Q: 3 clusters Score -9348601 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -9348956.000000 Penalty: 5367.274414
	Iteration 22Q: 3 clusters Score -9348956 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 44178 members 
Entering Unmasked Estep 
Score: -9349270.000000 Penalty: 5367.274414
	Iteration 23Q: 3 clusters Score -9349270 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -9349635.000000 Penalty: 5367.274414
	Iteration 24Q: 3 clusters Score -9349635 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -9349926.000000 Penalty: 5367.274414
	Iteration 25Q: 3 clusters Score -9349926 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9350186.000000 Penalty: 5367.274414
	Iteration 26Q: 3 clusters Score -9350186 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -9350428.000000 Penalty: 5367.274414
	Iteration 27Q: 3 clusters Score -9350428 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -9350669.000000 Penalty: 5367.274414
	Iteration 28Q: 3 clusters Score -9350669 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -9350842.000000 Penalty: 5367.274414
	Iteration 29Q: 3 clusters Score -9350842 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -9351012.000000 Penalty: 5367.274414
	Iteration 30Q: 3 clusters Score -9351012 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -9351132.000000 Penalty: 5367.274414
	Iteration 31Q: 3 clusters Score -9351132 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -9351237.000000 Penalty: 5367.274414
	Iteration 32Q: 3 clusters Score -9351237 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -9351329.000000 Penalty: 5367.274414
	Iteration 33Q: 3 clusters Score -9351329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -9351355.000000 Penalty: 5367.274414
	Iteration 34Q: 3 clusters Score -9351355 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9351395.000000 Penalty: 5367.274414
	Iteration 35Q: 3 clusters Score -9351395 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -9351445.000000 Penalty: 5367.274414
	Iteration 36Q: 3 clusters Score -9351445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49375 members 
Entering Unmasked Estep 
Score: -9351457.000000 Penalty: 5367.274414
	Iteration 37Q: 3 clusters Score -9351457 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -9351460.000000 Penalty: 5367.274414
	Iteration 38Q: 3 clusters Score -9351460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -9351478.000000 Penalty: 5367.274414
	Iteration 39Q: 3 clusters Score -9351478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49478 members 
Entering Unmasked Estep 
Score: -9351473.000000 Penalty: 5367.274414
	Iteration 40F: 3 clusters Score -9351473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9351467.000000 Penalty: 5367.274414
	Iteration 41Q: 3 clusters Score -9351467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -9351483.000000 Penalty: 5367.274414
	Iteration 42Q: 3 clusters Score -9351483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -9351479.000000 Penalty: 5367.274414
	Iteration 43Q: 3 clusters Score -9351479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -9351486.000000 Penalty: 5367.274414
	Iteration 44Q: 3 clusters Score -9351486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9351491.000000 Penalty: 5367.274414
	Iteration 45Q: 3 clusters Score -9351491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9351500.000000 Penalty: 5367.274414
	Iteration 46Q: 3 clusters Score -9351500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9351498.000000 Penalty: 5367.274414
	Iteration 47Q: 3 clusters Score -9351498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -9351503.000000 Penalty: 5367.274414
	Iteration 48Q: 3 clusters Score -9351503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9351506.000000 Penalty: 5367.274414
	Iteration 49Q: 3 clusters Score -9351506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -9351493.000000 Penalty: 5367.274414
	Iteration 50Q: 3 clusters Score -9351493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -9351493.000000 Penalty: 5367.274414
	Iteration 51Q: 3 clusters Score -9351493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -9351490.000000 Penalty: 5367.274414
	Iteration 52Q: 3 clusters Score -9351490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -9351491.000000 Penalty: 5367.274414
	Iteration 53Q: 3 clusters Score -9351491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9351486.000000 Penalty: 5367.274414
	Iteration 54Q: 3 clusters Score -9351486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9351496.000000 Penalty: 5367.274414
	Iteration 55Q: 3 clusters Score -9351496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -9351496.000000 Penalty: 5367.274414
	Iteration 56Q: 3 clusters Score -9351496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9351495.000000 Penalty: 5367.274414
	Iteration 57Q: 3 clusters Score -9351495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9351497.000000 Penalty: 5367.274414
	Iteration 58Q: 3 clusters Score -9351497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9351500.000000 Penalty: 5367.274414
	Iteration 59Q: 3 clusters Score -9351500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9351496.000000 Penalty: 5367.274414
	Iteration 60F: 3 clusters Score -9351496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -9351501.000000 Penalty: 5367.274414
	Iteration 61Q: 3 clusters Score -9351501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9351508.000000 Penalty: 5367.274414
	Iteration 62Q: 3 clusters Score -9351508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9351508.000000 Penalty: 5367.274414
	Iteration 63F: 3 clusters Score -9351508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Entering Unmasked Estep 
Score: -9925275.000000 Penalty: 2696.940186
	Iteration 0F: 2 clusters Score -9925275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -9893170.000000 Penalty: 5393.880371
	Iteration 0F: 3 clusters Score -9893170 nChanged 24398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -9906478.000000 Penalty: 5393.880371
	Iteration 1F: 3 clusters Score -9906478 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -9907180.000000 Penalty: 5393.880371
	Iteration 2Q: 3 clusters Score -9907180 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -9907848.000000 Penalty: 5393.880371
	Iteration 3Q: 3 clusters Score -9907848 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -9908639.000000 Penalty: 5393.880371
	Iteration 4Q: 3 clusters Score -9908639 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 29430 members 
Entering Unmasked Estep 
Score: -9909548.000000 Penalty: 5393.880371
	Iteration 5Q: 3 clusters Score -9909548 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -9910397.000000 Penalty: 5393.880371
	Iteration 6Q: 3 clusters Score -9910397 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -9911344.000000 Penalty: 5393.880371
	Iteration 7Q: 3 clusters Score -9911344 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -9912449.000000 Penalty: 5393.880371
	Iteration 8Q: 3 clusters Score -9912449 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -9913600.000000 Penalty: 5393.880371
	Iteration 9Q: 3 clusters Score -9913600 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -9914936.000000 Penalty: 5393.880371
	Iteration 10Q: 3 clusters Score -9914936 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -9916371.000000 Penalty: 5393.880371
	Iteration 11Q: 3 clusters Score -9916371 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -9917825.000000 Penalty: 5393.880371
	Iteration 12Q: 3 clusters Score -9917825 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -9919044.000000 Penalty: 5393.880371
	Iteration 13Q: 3 clusters Score -9919044 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -9919906.000000 Penalty: 5393.880371
	Iteration 14Q: 3 clusters Score -9919906 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -9920639.000000 Penalty: 5393.880371
	Iteration 15Q: 3 clusters Score -9920639 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -9921083.000000 Penalty: 5393.880371
	Iteration 16Q: 3 clusters Score -9921083 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -9921247.000000 Penalty: 5393.880371
	Iteration 17Q: 3 clusters Score -9921247 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -9921343.000000 Penalty: 5393.880371
	Iteration 18Q: 3 clusters Score -9921343 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -9921425.000000 Penalty: 5393.880371
	Iteration 19Q: 3 clusters Score -9921425 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -9921591.000000 Penalty: 5393.880371
	Iteration 20F: 3 clusters Score -9921591 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9921793.000000 Penalty: 5393.880371
	Iteration 21Q: 3 clusters Score -9921793 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 48667 members 
Entering Unmasked Estep 
Score: -9922095.000000 Penalty: 5393.880371
	Iteration 22Q: 3 clusters Score -9922095 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -9922316.000000 Penalty: 5393.880371
	Iteration 23Q: 3 clusters Score -9922316 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9922527.000000 Penalty: 5393.880371
	Iteration 24Q: 3 clusters Score -9922527 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 49695 members 
Entering Unmasked Estep 
Score: -9922675.000000 Penalty: 5393.880371
	Iteration 25Q: 3 clusters Score -9922675 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9922867.000000 Penalty: 5393.880371
	Iteration 26Q: 3 clusters Score -9922867 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -9922983.000000 Penalty: 5393.880371
	Iteration 27Q: 3 clusters Score -9922983 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50745 members 
Entering Unmasked Estep 
Score: -9923036.000000 Penalty: 5393.880371
	Iteration 28Q: 3 clusters Score -9923036 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 51079 members 
Entering Unmasked Estep 
Score: -9923093.000000 Penalty: 5393.880371
	Iteration 29Q: 3 clusters Score -9923093 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -9923122.000000 Penalty: 5393.880371
	Iteration 30Q: 3 clusters Score -9923122 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -9923124.000000 Penalty: 5393.880371
	Iteration 31Q: 3 clusters Score -9923124 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -9923112.000000 Penalty: 5393.880371
	Iteration 32Q: 3 clusters Score -9923112 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
Score: -9923161.000000 Penalty: 5393.880371
	Iteration 33Q: 3 clusters Score -9923161 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -9923169.000000 Penalty: 5393.880371
	Iteration 34Q: 3 clusters Score -9923169 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -9923162.000000 Penalty: 5393.880371
	Iteration 35Q: 3 clusters Score -9923162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 52177 members 
Entering Unmasked Estep 
Score: -9923168.000000 Penalty: 5393.880371
	Iteration 36Q: 3 clusters Score -9923168 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 52199 members 
Entering Unmasked Estep 
Score: -9923170.000000 Penalty: 5393.880371
	Iteration 37Q: 3 clusters Score -9923170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 52218 members 
Entering Unmasked Estep 
Score: -9923163.000000 Penalty: 5393.880371
	Iteration 38Q: 3 clusters Score -9923163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 52226 members 
Entering Unmasked Estep 
Score: -9923152.000000 Penalty: 5393.880371
	Iteration 39Q: 3 clusters Score -9923152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -9923154.000000 Penalty: 5393.880371
	Iteration 40F: 3 clusters Score -9923154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 52240 members 
Entering Unmasked Estep 
Score: -9923160.000000 Penalty: 5393.880371
	Iteration 41Q: 3 clusters Score -9923160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -9923168.000000 Penalty: 5393.880371
	Iteration 42Q: 3 clusters Score -9923168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 52260 members 
Entering Unmasked Estep 
Score: -9923178.000000 Penalty: 5393.880371
	Iteration 43Q: 3 clusters Score -9923178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -9923183.000000 Penalty: 5393.880371
	Iteration 44Q: 3 clusters Score -9923183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 52277 members 
Entering Unmasked Estep 
Score: -9923187.000000 Penalty: 5393.880371
	Iteration 45Q: 3 clusters Score -9923187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -9923194.000000 Penalty: 5393.880371
	Iteration 46Q: 3 clusters Score -9923194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 52290 members 
Entering Unmasked Estep 
Score: -9923195.000000 Penalty: 5393.880371
	Iteration 47Q: 3 clusters Score -9923195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 52293 members 
Entering Unmasked Estep 
Score: -9923185.000000 Penalty: 5393.880371
	Iteration 48Q: 3 clusters Score -9923185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -9923187.000000 Penalty: 5393.880371
	Iteration 49Q: 3 clusters Score -9923187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -9923183.000000 Penalty: 5393.880371
	Iteration 50Q: 3 clusters Score -9923183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -9923181.000000 Penalty: 5393.880371
	Iteration 51Q: 3 clusters Score -9923181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -9923181.000000 Penalty: 5393.880371
	Iteration 52F: 3 clusters Score -9923181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -540399.562500 Penalty: 1988.700684
	Iteration 0F: 2 clusters Score -540399.6 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 1559 members 
Entering Unmasked Estep 
Score: -537138.562500 Penalty: 3977.401367
	Iteration 0F: 3 clusters Score -537138.6 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -537875.062500 Penalty: 3977.401367
	Iteration 1F: 3 clusters Score -537875.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -538092.625000 Penalty: 3977.401367
	Iteration 2F: 3 clusters Score -538092.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -538259.437500 Penalty: 3977.401367
	Iteration 3F: 3 clusters Score -538259.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -538385.937500 Penalty: 3977.401367
	Iteration 4Q: 3 clusters Score -538385.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -538491.812500 Penalty: 3977.401367
	Iteration 5Q: 3 clusters Score -538491.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -538579.437500 Penalty: 3977.401367
	Iteration 6Q: 3 clusters Score -538579.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -538643.250000 Penalty: 3977.401367
	Iteration 7Q: 3 clusters Score -538643.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -538711.937500 Penalty: 3977.401367
	Iteration 8Q: 3 clusters Score -538711.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -538780.375000 Penalty: 3977.401367
	Iteration 9Q: 3 clusters Score -538780.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -538823.125000 Penalty: 3977.401367
	Iteration 10Q: 3 clusters Score -538823.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -538852.812500 Penalty: 3977.401367
	Iteration 11Q: 3 clusters Score -538852.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -538884.687500 Penalty: 3977.401367
	Iteration 12Q: 3 clusters Score -538884.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -538918.562500 Penalty: 3977.401367
	Iteration 13Q: 3 clusters Score -538918.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -538941.937500 Penalty: 3977.401367
	Iteration 14Q: 3 clusters Score -538941.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -538960.000000 Penalty: 3977.401367
	Iteration 15Q: 3 clusters Score -538960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -538972.375000 Penalty: 3977.401367
	Iteration 16Q: 3 clusters Score -538972.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -538988.250000 Penalty: 3977.401367
	Iteration 17Q: 3 clusters Score -538988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -539001.750000 Penalty: 3977.401367
	Iteration 18Q: 3 clusters Score -539001.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -539017.812500 Penalty: 3977.401367
	Iteration 19Q: 3 clusters Score -539017.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -539036.562500 Penalty: 3977.401367
	Iteration 20F: 3 clusters Score -539036.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -539057.187500 Penalty: 3977.401367
	Iteration 21Q: 3 clusters Score -539057.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -539077.250000 Penalty: 3977.401367
	Iteration 22Q: 3 clusters Score -539077.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -539097.250000 Penalty: 3977.401367
	Iteration 23Q: 3 clusters Score -539097.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -539118.750000 Penalty: 3977.401367
	Iteration 24Q: 3 clusters Score -539118.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -539140.062500 Penalty: 3977.401367
	Iteration 25Q: 3 clusters Score -539140.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -539169.187500 Penalty: 3977.401367
	Iteration 26Q: 3 clusters Score -539169.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -539203.125000 Penalty: 3977.401367
	Iteration 27Q: 3 clusters Score -539203.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -539234.000000 Penalty: 3977.401367
	Iteration 28Q: 3 clusters Score -539234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -539273.562500 Penalty: 3977.401367
	Iteration 29Q: 3 clusters Score -539273.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -539323.125000 Penalty: 3977.401367
	Iteration 30Q: 3 clusters Score -539323.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -539381.687500 Penalty: 3977.401367
	Iteration 31Q: 3 clusters Score -539381.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -539434.312500 Penalty: 3977.401367
	Iteration 32Q: 3 clusters Score -539434.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -539469.312500 Penalty: 3977.401367
	Iteration 33Q: 3 clusters Score -539469.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -539502.250000 Penalty: 3977.401367
	Iteration 34Q: 3 clusters Score -539502.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -539520.375000 Penalty: 3977.401367
	Iteration 35Q: 3 clusters Score -539520.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -539539.375000 Penalty: 3977.401367
	Iteration 36Q: 3 clusters Score -539539.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -539553.437500 Penalty: 3977.401367
	Iteration 37Q: 3 clusters Score -539553.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -539562.062500 Penalty: 3977.401367
	Iteration 38Q: 3 clusters Score -539562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -539571.000000 Penalty: 3977.401367
	Iteration 39Q: 3 clusters Score -539571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -539579.250000 Penalty: 3977.401367
	Iteration 40F: 3 clusters Score -539579.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -539594.500000 Penalty: 3977.401367
	Iteration 41Q: 3 clusters Score -539594.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -539599.937500 Penalty: 3977.401367
	Iteration 42Q: 3 clusters Score -539599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -539604.312500 Penalty: 3977.401367
	Iteration 43Q: 3 clusters Score -539604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -539606.125000 Penalty: 3977.401367
	Iteration 44Q: 3 clusters Score -539606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -539609.187500 Penalty: 3977.401367
	Iteration 45Q: 3 clusters Score -539609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -539611.375000 Penalty: 3977.401367
	Iteration 46Q: 3 clusters Score -539611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -539614.062500 Penalty: 3977.401367
	Iteration 47Q: 3 clusters Score -539614.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -539618.562500 Penalty: 3977.401367
	Iteration 48Q: 3 clusters Score -539618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539621.437500 Penalty: 3977.401367
	Iteration 49Q: 3 clusters Score -539621.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539622.875000 Penalty: 3977.401367
	Iteration 50Q: 3 clusters Score -539622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539624.125000 Penalty: 3977.401367
	Iteration 51Q: 3 clusters Score -539624.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -539627.062500 Penalty: 3977.401367
	Iteration 52Q: 3 clusters Score -539627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -539629.250000 Penalty: 3977.401367
	Iteration 53Q: 3 clusters Score -539629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539629.687500 Penalty: 3977.401367
	Iteration 54Q: 3 clusters Score -539629.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -539632.437500 Penalty: 3977.401367
	Iteration 55Q: 3 clusters Score -539632.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -539636.937500 Penalty: 3977.401367
	Iteration 56Q: 3 clusters Score -539636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -539636.312500 Penalty: 3977.401367
	Iteration 57Q: 3 clusters Score -539636.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539638.875000 Penalty: 3977.401367
	Iteration 58Q: 3 clusters Score -539638.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -539638.875000 Penalty: 3977.401367
	Iteration 59F: 3 clusters Score -539638.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -110681.726562 Penalty: 1671.061768
	Iteration 0F: 2 clusters Score -110681.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -108967.484375 Penalty: 3342.123535
	Iteration 0F: 3 clusters Score -108967.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -109677.000000 Penalty: 3342.123535
	Iteration 1F: 3 clusters Score -109677 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110038.226562 Penalty: 3342.123535
	Iteration 2F: 3 clusters Score -110038.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110216.476562 Penalty: 3342.123535
	Iteration 3F: 3 clusters Score -110216.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -110320.296875 Penalty: 3342.123535
	Iteration 4Q: 3 clusters Score -110320.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110387.218750 Penalty: 3342.123535
	Iteration 5Q: 3 clusters Score -110387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110410.632812 Penalty: 3342.123535
	Iteration 6Q: 3 clusters Score -110410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110437.890625 Penalty: 3342.123535
	Iteration 7Q: 3 clusters Score -110437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110474.039062 Penalty: 3342.123535
	Iteration 8Q: 3 clusters Score -110474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -110502.015625 Penalty: 3342.123535
	Iteration 9Q: 3 clusters Score -110502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -110565.625000 Penalty: 3342.123535
	Iteration 10Q: 3 clusters Score -110565.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -110605.812500 Penalty: 3342.123535
	Iteration 11Q: 3 clusters Score -110605.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -110644.906250 Penalty: 3342.123535
	Iteration 12Q: 3 clusters Score -110644.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110661.195312 Penalty: 3342.123535
	Iteration 13Q: 3 clusters Score -110661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -110684.187500 Penalty: 3342.123535
	Iteration 14Q: 3 clusters Score -110684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -110692.687500 Penalty: 3342.123535
	Iteration 15Q: 3 clusters Score -110692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -110701.031250 Penalty: 3342.123535
	Iteration 16Q: 3 clusters Score -110701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -110721.140625 Penalty: 3342.123535
	Iteration 17Q: 3 clusters Score -110721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110736.273438 Penalty: 3342.123535
	Iteration 18Q: 3 clusters Score -110736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -110753.625000 Penalty: 3342.123535
	Iteration 19Q: 3 clusters Score -110753.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110761.914062 Penalty: 3342.123535
	Iteration 20F: 3 clusters Score -110761.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -110765.382812 Penalty: 3342.123535
	Iteration 21Q: 3 clusters Score -110765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110768.679688 Penalty: 3342.123535
	Iteration 22Q: 3 clusters Score -110768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -110768.679688 Penalty: 3342.123535
	Iteration 23F: 3 clusters Score -110768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 52598 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 46320 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 42534 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 26153 members 
Mstep: Class 20 contains 54719 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7495 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46413 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 468 members 
Entering Unmasked Estep 
Score: -137143568.000000 Penalty: 97259.320312
Splitting cluster 18 changes total score from -137145040.000000 to -137143568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (26153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Entering Unmasked Estep 
Score: -4900798.500000 Penalty: 2522.586426
	Iteration 0F: 2 clusters Score -4900798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -4882904.000000 Penalty: 5045.172852
	Iteration 0F: 3 clusters Score -4882904 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4889156.000000 Penalty: 5045.172852
	Iteration 1F: 3 clusters Score -4889156 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -4889525.500000 Penalty: 5045.172852
	Iteration 2Q: 3 clusters Score -4889526 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4889869.000000 Penalty: 5045.172852
	Iteration 3Q: 3 clusters Score -4889869 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4890186.500000 Penalty: 5045.172852
	Iteration 4Q: 3 clusters Score -4890186 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -4890507.500000 Penalty: 5045.172852
	Iteration 5Q: 3 clusters Score -4890508 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4890910.000000 Penalty: 5045.172852
	Iteration 6Q: 3 clusters Score -4890910 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4891479.500000 Penalty: 5045.172852
	Iteration 7Q: 3 clusters Score -4891480 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -4892293.000000 Penalty: 5045.172852
	Iteration 8F: 3 clusters Score -4892293 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -4893378.000000 Penalty: 5045.172852
	Iteration 9F: 3 clusters Score -4893378 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -4894700.000000 Penalty: 5045.172852
	Iteration 10F: 3 clusters Score -4894700 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4895952.000000 Penalty: 5045.172852
	Iteration 11F: 3 clusters Score -4895952 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4897084.000000 Penalty: 5045.172852
	Iteration 12Q: 3 clusters Score -4897084 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4897757.000000 Penalty: 5045.172852
	Iteration 13Q: 3 clusters Score -4897757 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4898115.500000 Penalty: 5045.172852
	Iteration 14Q: 3 clusters Score -4898116 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4898300.000000 Penalty: 5045.172852
	Iteration 15Q: 3 clusters Score -4898300 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4898413.000000 Penalty: 5045.172852
	Iteration 16Q: 3 clusters Score -4898413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4898478.000000 Penalty: 5045.172852
	Iteration 17Q: 3 clusters Score -4898478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4898515.500000 Penalty: 5045.172852
	Iteration 18Q: 3 clusters Score -4898516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4898535.000000 Penalty: 5045.172852
	Iteration 19Q: 3 clusters Score -4898535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4898561.500000 Penalty: 5045.172852
	Iteration 20F: 3 clusters Score -4898562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4898584.500000 Penalty: 5045.172852
	Iteration 21Q: 3 clusters Score -4898584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4898592.500000 Penalty: 5045.172852
	Iteration 22Q: 3 clusters Score -4898592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4898598.000000 Penalty: 5045.172852
	Iteration 23Q: 3 clusters Score -4898598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4898600.500000 Penalty: 5045.172852
	Iteration 24Q: 3 clusters Score -4898600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4898597.500000 Penalty: 5045.172852
	Iteration 25Q: 3 clusters Score -4898598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4898600.500000 Penalty: 5045.172852
	Iteration 26Q: 3 clusters Score -4898600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4898599.500000 Penalty: 5045.172852
	Iteration 27Q: 3 clusters Score -4898600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4898599.500000 Penalty: 5045.172852
	Iteration 28F: 3 clusters Score -4898600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Entering Unmasked Estep 
Score: -10278223.000000 Penalty: 2705.671631
	Iteration 0F: 2 clusters Score -1.027822e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -10247245.000000 Penalty: 5411.343262
	Iteration 0F: 3 clusters Score -1.024724e+07 nChanged 25364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -10261274.000000 Penalty: 5411.343262
	Iteration 1F: 3 clusters Score -1.026127e+07 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -10261759.000000 Penalty: 5411.343262
	Iteration 2Q: 3 clusters Score -1.026176e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -10262227.000000 Penalty: 5411.343262
	Iteration 3Q: 3 clusters Score -1.026223e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -10262683.000000 Penalty: 5411.343262
	Iteration 4Q: 3 clusters Score -1.026268e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -10263046.000000 Penalty: 5411.343262
	Iteration 5Q: 3 clusters Score -1.026305e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -10263442.000000 Penalty: 5411.343262
	Iteration 6Q: 3 clusters Score -1.026344e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -10263893.000000 Penalty: 5411.343262
	Iteration 7Q: 3 clusters Score -1.026389e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -10264486.000000 Penalty: 5411.343262
	Iteration 8Q: 3 clusters Score -1.026449e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -10265303.000000 Penalty: 5411.343262
	Iteration 9Q: 3 clusters Score -1.02653e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -10266228.000000 Penalty: 5411.343262
	Iteration 10Q: 3 clusters Score -1.026623e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -10267364.000000 Penalty: 5411.343262
	Iteration 11Q: 3 clusters Score -1.026736e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -10268612.000000 Penalty: 5411.343262
	Iteration 12Q: 3 clusters Score -1.026861e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -10270100.000000 Penalty: 5411.343262
	Iteration 13Q: 3 clusters Score -1.02701e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -10271601.000000 Penalty: 5411.343262
	Iteration 14Q: 3 clusters Score -1.02716e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -10272819.000000 Penalty: 5411.343262
	Iteration 15Q: 3 clusters Score -1.027282e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -10273558.000000 Penalty: 5411.343262
	Iteration 16Q: 3 clusters Score -1.027356e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -10273926.000000 Penalty: 5411.343262
	Iteration 17Q: 3 clusters Score -1.027393e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -10274140.000000 Penalty: 5411.343262
	Iteration 18Q: 3 clusters Score -1.027414e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -10274340.000000 Penalty: 5411.343262
	Iteration 19Q: 3 clusters Score -1.027434e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -10274464.000000 Penalty: 5411.343262
	Iteration 20F: 3 clusters Score -1.027446e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -10274634.000000 Penalty: 5411.343262
	Iteration 21Q: 3 clusters Score -1.027463e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -10274727.000000 Penalty: 5411.343262
	Iteration 22Q: 3 clusters Score -1.027473e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -10274903.000000 Penalty: 5411.343262
	Iteration 23Q: 3 clusters Score -1.02749e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -10275060.000000 Penalty: 5411.343262
	Iteration 24Q: 3 clusters Score -1.027506e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -10275267.000000 Penalty: 5411.343262
	Iteration 25Q: 3 clusters Score -1.027527e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -10275471.000000 Penalty: 5411.343262
	Iteration 26Q: 3 clusters Score -1.027547e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -10275713.000000 Penalty: 5411.343262
	Iteration 27Q: 3 clusters Score -1.027571e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -10275946.000000 Penalty: 5411.343262
	Iteration 28Q: 3 clusters Score -1.027595e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -10276204.000000 Penalty: 5411.343262
	Iteration 29Q: 3 clusters Score -1.02762e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -10276324.000000 Penalty: 5411.343262
	Iteration 30Q: 3 clusters Score -1.027632e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10276504.000000 Penalty: 5411.343262
	Iteration 31Q: 3 clusters Score -1.02765e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -10276656.000000 Penalty: 5411.343262
	Iteration 32Q: 3 clusters Score -1.027666e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -10276732.000000 Penalty: 5411.343262
	Iteration 33Q: 3 clusters Score -1.027673e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -10276791.000000 Penalty: 5411.343262
	Iteration 34Q: 3 clusters Score -1.027679e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -10276695.000000 Penalty: 5411.343262
	Iteration 35Q: 3 clusters Score -1.02767e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
Score: -10276731.000000 Penalty: 5411.343262
	Iteration 36Q: 3 clusters Score -1.027673e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -10276867.000000 Penalty: 5411.343262
	Iteration 37Q: 3 clusters Score -1.027687e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -10276941.000000 Penalty: 5411.343262
	Iteration 38Q: 3 clusters Score -1.027694e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 49323 members 
Entering Unmasked Estep 
Score: -10276977.000000 Penalty: 5411.343262
	Iteration 39Q: 3 clusters Score -1.027698e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 49946 members 
Entering Unmasked Estep 
Score: -10277025.000000 Penalty: 5411.343262
	Iteration 40F: 3 clusters Score -1.027702e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -10276981.000000 Penalty: 5411.343262
	Iteration 41Q: 3 clusters Score -1.027698e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -10276846.000000 Penalty: 5411.343262
	Iteration 42Q: 3 clusters Score -1.027685e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -10276706.000000 Penalty: 5411.343262
	Iteration 43Q: 3 clusters Score -1.027671e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -10276538.000000 Penalty: 5411.343262
	Iteration 44Q: 3 clusters Score -1.027654e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -10276437.000000 Penalty: 5411.343262
	Iteration 45Q: 3 clusters Score -1.027644e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -10276365.000000 Penalty: 5411.343262
	Iteration 46Q: 3 clusters Score -1.027636e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -10276291.000000 Penalty: 5411.343262
	Iteration 47Q: 3 clusters Score -1.027629e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -10276249.000000 Penalty: 5411.343262
	Iteration 48Q: 3 clusters Score -1.027625e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -10276269.000000 Penalty: 5411.343262
	Iteration 49Q: 3 clusters Score -1.027627e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -10276234.000000 Penalty: 5411.343262
	Iteration 50Q: 3 clusters Score -1.027623e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 53938 members 
Entering Unmasked Estep 
Score: -10276210.000000 Penalty: 5411.343262
	Iteration 51Q: 3 clusters Score -1.027621e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 54021 members 
Entering Unmasked Estep 
Score: -10276217.000000 Penalty: 5411.343262
	Iteration 52Q: 3 clusters Score -1.027622e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -10276234.000000 Penalty: 5411.343262
	Iteration 53Q: 3 clusters Score -1.027623e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -10276226.000000 Penalty: 5411.343262
	Iteration 54Q: 3 clusters Score -1.027623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 54148 members 
Entering Unmasked Estep 
Score: -10276216.000000 Penalty: 5411.343262
	Iteration 55Q: 3 clusters Score -1.027622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -10276205.000000 Penalty: 5411.343262
	Iteration 56Q: 3 clusters Score -1.02762e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -10276204.000000 Penalty: 5411.343262
	Iteration 57Q: 3 clusters Score -1.02762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -10276195.000000 Penalty: 5411.343262
	Iteration 58Q: 3 clusters Score -1.02762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 54199 members 
Entering Unmasked Estep 
Score: -10276194.000000 Penalty: 5411.343262
	Iteration 59Q: 3 clusters Score -1.027619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -10276213.000000 Penalty: 5411.343262
	Iteration 60F: 3 clusters Score -1.027621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 54205 members 
Entering Unmasked Estep 
Score: -10276208.000000 Penalty: 5411.343262
	Iteration 61Q: 3 clusters Score -1.027621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -10276216.000000 Penalty: 5411.343262
	Iteration 62Q: 3 clusters Score -1.027622e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 54211 members 
Entering Unmasked Estep 
Score: -10276211.000000 Penalty: 5411.343262
	Iteration 63Q: 3 clusters Score -1.027621e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -10276223.000000 Penalty: 5411.343262
	Iteration 64Q: 3 clusters Score -1.027622e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -10276223.000000 Penalty: 5411.343262
	Iteration 65F: 3 clusters Score -1.027622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Entering Unmasked Estep 
Score: -2003726.750000 Penalty: 2303.847168
	Iteration 0F: 2 clusters Score -2003727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1995484.125000 Penalty: 4607.694336
	Iteration 0F: 3 clusters Score -1995484 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1998001.000000 Penalty: 4607.694336
	Iteration 1F: 3 clusters Score -1998001 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1998358.875000 Penalty: 4607.694336
	Iteration 2F: 3 clusters Score -1998359 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1998714.625000 Penalty: 4607.694336
	Iteration 3F: 3 clusters Score -1998715 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1999117.125000 Penalty: 4607.694336
	Iteration 4F: 3 clusters Score -1999117 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1999567.500000 Penalty: 4607.694336
	Iteration 5F: 3 clusters Score -1999568 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2000066.500000 Penalty: 4607.694336
	Iteration 6F: 3 clusters Score -2000066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2000569.500000 Penalty: 4607.694336
	Iteration 7F: 3 clusters Score -2000570 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -2001053.625000 Penalty: 4607.694336
	Iteration 8F: 3 clusters Score -2001054 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2001440.000000 Penalty: 4607.694336
	Iteration 9Q: 3 clusters Score -2001440 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2001819.250000 Penalty: 4607.694336
	Iteration 10Q: 3 clusters Score -2001819 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2002107.250000 Penalty: 4607.694336
	Iteration 11Q: 3 clusters Score -2002107 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2002244.750000 Penalty: 4607.694336
	Iteration 12Q: 3 clusters Score -2002245 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2002290.000000 Penalty: 4607.694336
	Iteration 13Q: 3 clusters Score -2002290 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2002314.625000 Penalty: 4607.694336
	Iteration 14Q: 3 clusters Score -2002315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2002328.750000 Penalty: 4607.694336
	Iteration 15Q: 3 clusters Score -2002329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2002332.500000 Penalty: 4607.694336
	Iteration 16Q: 3 clusters Score -2002332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2002343.000000 Penalty: 4607.694336
	Iteration 17Q: 3 clusters Score -2002343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2002346.375000 Penalty: 4607.694336
	Iteration 18Q: 3 clusters Score -2002346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2002346.625000 Penalty: 4607.694336
	Iteration 19Q: 3 clusters Score -2002347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2002346.000000 Penalty: 4607.694336
	Iteration 20F: 3 clusters Score -2002346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2002351.625000 Penalty: 4607.694336
	Iteration 21Q: 3 clusters Score -2002352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2002352.750000 Penalty: 4607.694336
	Iteration 22Q: 3 clusters Score -2002353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2002352.000000 Penalty: 4607.694336
	Iteration 23Q: 3 clusters Score -2002352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2002351.375000 Penalty: 4607.694336
	Iteration 24Q: 3 clusters Score -2002351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2002350.625000 Penalty: 4607.694336
	Iteration 25Q: 3 clusters Score -2002351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2002352.500000 Penalty: 4607.694336
	Iteration 26Q: 3 clusters Score -2002352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2002353.625000 Penalty: 4607.694336
	Iteration 27Q: 3 clusters Score -2002354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2002353.625000 Penalty: 4607.694336
	Iteration 28F: 3 clusters Score -2002354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Entering Unmasked Estep 
Score: -5558662.500000 Penalty: 2561.499023
	Iteration 0F: 2 clusters Score -5558662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -5537926.000000 Penalty: 5122.998047
	Iteration 0F: 3 clusters Score -5537926 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -5545174.500000 Penalty: 5122.998047
	Iteration 1F: 3 clusters Score -5545174 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -5545691.000000 Penalty: 5122.998047
	Iteration 2F: 3 clusters Score -5545691 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -5546206.500000 Penalty: 5122.998047
	Iteration 3Q: 3 clusters Score -5546206 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5546849.000000 Penalty: 5122.998047
	Iteration 4Q: 3 clusters Score -5546849 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5547769.000000 Penalty: 5122.998047
	Iteration 5F: 3 clusters Score -5547769 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5548979.000000 Penalty: 5122.998047
	Iteration 6F: 3 clusters Score -5548979 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -5550582.500000 Penalty: 5122.998047
	Iteration 7F: 3 clusters Score -5550582 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -5552337.000000 Penalty: 5122.998047
	Iteration 8F: 3 clusters Score -5552337 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5553913.000000 Penalty: 5122.998047
	Iteration 9F: 3 clusters Score -5553913 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5555133.000000 Penalty: 5122.998047
	Iteration 10Q: 3 clusters Score -5555133 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5555933.000000 Penalty: 5122.998047
	Iteration 11Q: 3 clusters Score -5555933 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5556431.500000 Penalty: 5122.998047
	Iteration 12Q: 3 clusters Score -5556432 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5556689.000000 Penalty: 5122.998047
	Iteration 13Q: 3 clusters Score -5556689 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5556779.500000 Penalty: 5122.998047
	Iteration 14Q: 3 clusters Score -5556780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5556827.500000 Penalty: 5122.998047
	Iteration 15Q: 3 clusters Score -5556828 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5556858.500000 Penalty: 5122.998047
	Iteration 16Q: 3 clusters Score -5556858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5556866.000000 Penalty: 5122.998047
	Iteration 17Q: 3 clusters Score -5556866 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5556878.500000 Penalty: 5122.998047
	Iteration 18Q: 3 clusters Score -5556878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5556880.500000 Penalty: 5122.998047
	Iteration 19Q: 3 clusters Score -5556880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5556878.000000 Penalty: 5122.998047
	Iteration 20F: 3 clusters Score -5556878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5556876.500000 Penalty: 5122.998047
	Iteration 21Q: 3 clusters Score -5556876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5556874.000000 Penalty: 5122.998047
	Iteration 22Q: 3 clusters Score -5556874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5556881.000000 Penalty: 5122.998047
	Iteration 23Q: 3 clusters Score -5556881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -5556881.000000 Penalty: 5122.998047
	Iteration 24F: 3 clusters Score -5556881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -442042.343750 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -442042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -439107.062500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -439107.1 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -439776.250000 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -439776.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -440107.656250 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -440107.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -440476.531250 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -440476.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -440824.468750 Penalty: 3891.908691
	Iteration 4F: 3 clusters Score -440824.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -441036.312500 Penalty: 3891.908691
	Iteration 5F: 3 clusters Score -441036.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -441203.031250 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -441203 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -441339.062500 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -441339.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -441411.125000 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -441411.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -441452.500000 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -441452.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -441490.625000 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -441490.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -441516.593750 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -441516.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -441534.187500 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -441534.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -441544.875000 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -441544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -441549.375000 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -441549.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -441552.531250 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -441552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -441555.000000 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -441555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -441555.906250 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -441555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -441557.062500 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -441557.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -441558.875000 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -441558.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441560.593750 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -441560.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -441561.000000 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -441561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441561.906250 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -441561.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -441561.906250 Penalty: 3891.908691
	Iteration 23F: 3 clusters Score -441561.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Entering Unmasked Estep 
Score: -1398354.000000 Penalty: 2212.653809
	Iteration 0F: 2 clusters Score -1398354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1392179.875000 Penalty: 4425.307617
	Iteration 0F: 3 clusters Score -1392180 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1394016.125000 Penalty: 4425.307617
	Iteration 1F: 3 clusters Score -1394016 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1394375.125000 Penalty: 4425.307617
	Iteration 2F: 3 clusters Score -1394375 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1394699.625000 Penalty: 4425.307617
	Iteration 3F: 3 clusters Score -1394700 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1395013.625000 Penalty: 4425.307617
	Iteration 4F: 3 clusters Score -1395014 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1395271.875000 Penalty: 4425.307617
	Iteration 5Q: 3 clusters Score -1395272 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1395512.500000 Penalty: 4425.307617
	Iteration 6Q: 3 clusters Score -1395512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1395743.125000 Penalty: 4425.307617
	Iteration 7Q: 3 clusters Score -1395743 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1395948.625000 Penalty: 4425.307617
	Iteration 8Q: 3 clusters Score -1395949 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1396162.625000 Penalty: 4425.307617
	Iteration 9Q: 3 clusters Score -1396163 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1396344.375000 Penalty: 4425.307617
	Iteration 10Q: 3 clusters Score -1396344 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1396484.125000 Penalty: 4425.307617
	Iteration 11Q: 3 clusters Score -1396484 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1396590.125000 Penalty: 4425.307617
	Iteration 12Q: 3 clusters Score -1396590 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1396661.250000 Penalty: 4425.307617
	Iteration 13Q: 3 clusters Score -1396661 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1396706.250000 Penalty: 4425.307617
	Iteration 14Q: 3 clusters Score -1396706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1396739.250000 Penalty: 4425.307617
	Iteration 15Q: 3 clusters Score -1396739 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1396764.875000 Penalty: 4425.307617
	Iteration 16Q: 3 clusters Score -1396765 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1396783.125000 Penalty: 4425.307617
	Iteration 17Q: 3 clusters Score -1396783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1396800.000000 Penalty: 4425.307617
	Iteration 18Q: 3 clusters Score -1396800 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1396807.125000 Penalty: 4425.307617
	Iteration 19Q: 3 clusters Score -1396807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1396818.250000 Penalty: 4425.307617
	Iteration 20F: 3 clusters Score -1396818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1396824.250000 Penalty: 4425.307617
	Iteration 21Q: 3 clusters Score -1396824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1396832.375000 Penalty: 4425.307617
	Iteration 22Q: 3 clusters Score -1396832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1396837.125000 Penalty: 4425.307617
	Iteration 23Q: 3 clusters Score -1396837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1396850.625000 Penalty: 4425.307617
	Iteration 24Q: 3 clusters Score -1396851 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1396851.750000 Penalty: 4425.307617
	Iteration 25Q: 3 clusters Score -1396852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1396857.375000 Penalty: 4425.307617
	Iteration 26Q: 3 clusters Score -1396857 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1396863.875000 Penalty: 4425.307617
	Iteration 27Q: 3 clusters Score -1396864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1396867.875000 Penalty: 4425.307617
	Iteration 28Q: 3 clusters Score -1396868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1396868.000000 Penalty: 4425.307617
	Iteration 29Q: 3 clusters Score -1396868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1396867.750000 Penalty: 4425.307617
	Iteration 30Q: 3 clusters Score -1396868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1396872.750000 Penalty: 4425.307617
	Iteration 31Q: 3 clusters Score -1396873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1396876.500000 Penalty: 4425.307617
	Iteration 32Q: 3 clusters Score -1396876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1396879.625000 Penalty: 4425.307617
	Iteration 33Q: 3 clusters Score -1396880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1396885.125000 Penalty: 4425.307617
	Iteration 34Q: 3 clusters Score -1396885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1396885.750000 Penalty: 4425.307617
	Iteration 35Q: 3 clusters Score -1396886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1396887.250000 Penalty: 4425.307617
	Iteration 36Q: 3 clusters Score -1396887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1396889.250000 Penalty: 4425.307617
	Iteration 37Q: 3 clusters Score -1396889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1396885.125000 Penalty: 4425.307617
	Iteration 38Q: 3 clusters Score -1396885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1396886.375000 Penalty: 4425.307617
	Iteration 39Q: 3 clusters Score -1396886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1396887.125000 Penalty: 4425.307617
	Iteration 40F: 3 clusters Score -1396887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1396889.875000 Penalty: 4425.307617
	Iteration 41Q: 3 clusters Score -1396890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1396892.375000 Penalty: 4425.307617
	Iteration 42Q: 3 clusters Score -1396892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1396891.875000 Penalty: 4425.307617
	Iteration 43Q: 3 clusters Score -1396892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1396891.875000 Penalty: 4425.307617
	Iteration 44F: 3 clusters Score -1396892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -45635.546875 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -45635.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44288.687500 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -44288.69 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44547.277344 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -44547.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44615.000000 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -44615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44660.078125 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -44660.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44676.578125 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -44676.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44716.562500 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -44716.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44758.394531 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -44758.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44772.996094 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -44773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44779.664062 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -44779.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44783.269531 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -44783.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44783.269531 Penalty: 3008.789795
	Iteration 10F: 3 clusters Score -44783.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Entering Unmasked Estep 
Score: -8703165.000000 Penalty: 2664.843018
	Iteration 0F: 2 clusters Score -8703165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8673976.000000 Penalty: 5329.686035
	Iteration 0F: 3 clusters Score -8673976 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8686186.000000 Penalty: 5329.686035
	Iteration 1F: 3 clusters Score -8686186 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8687174.000000 Penalty: 5329.686035
	Iteration 2F: 3 clusters Score -8687174 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -8688513.000000 Penalty: 5329.686035
	Iteration 3F: 3 clusters Score -8688513 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -8690423.000000 Penalty: 5329.686035
	Iteration 4F: 3 clusters Score -8690423 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -8692854.000000 Penalty: 5329.686035
	Iteration 5F: 3 clusters Score -8692854 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -8695602.000000 Penalty: 5329.686035
	Iteration 6F: 3 clusters Score -8695602 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -8698036.000000 Penalty: 5329.686035
	Iteration 7F: 3 clusters Score -8698036 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -8699379.000000 Penalty: 5329.686035
	Iteration 8Q: 3 clusters Score -8699379 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -8699862.000000 Penalty: 5329.686035
	Iteration 9Q: 3 clusters Score -8699862 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -8700023.000000 Penalty: 5329.686035
	Iteration 10Q: 3 clusters Score -8700023 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -8700148.000000 Penalty: 5329.686035
	Iteration 11Q: 3 clusters Score -8700148 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8700269.000000 Penalty: 5329.686035
	Iteration 12Q: 3 clusters Score -8700269 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -8700320.000000 Penalty: 5329.686035
	Iteration 13Q: 3 clusters Score -8700320 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -8700352.000000 Penalty: 5329.686035
	Iteration 14Q: 3 clusters Score -8700352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -8700396.000000 Penalty: 5329.686035
	Iteration 15Q: 3 clusters Score -8700396 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -8700458.000000 Penalty: 5329.686035
	Iteration 16Q: 3 clusters Score -8700458 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8700493.000000 Penalty: 5329.686035
	Iteration 17Q: 3 clusters Score -8700493 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -8700536.000000 Penalty: 5329.686035
	Iteration 18Q: 3 clusters Score -8700536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -8700596.000000 Penalty: 5329.686035
	Iteration 19Q: 3 clusters Score -8700596 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -8700629.000000 Penalty: 5329.686035
	Iteration 20F: 3 clusters Score -8700629 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -8700660.000000 Penalty: 5329.686035
	Iteration 21Q: 3 clusters Score -8700660 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -8700676.000000 Penalty: 5329.686035
	Iteration 22Q: 3 clusters Score -8700676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8700735.000000 Penalty: 5329.686035
	Iteration 23Q: 3 clusters Score -8700735 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -8700808.000000 Penalty: 5329.686035
	Iteration 24Q: 3 clusters Score -8700808 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8700839.000000 Penalty: 5329.686035
	Iteration 25Q: 3 clusters Score -8700839 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8700902.000000 Penalty: 5329.686035
	Iteration 26Q: 3 clusters Score -8700902 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -8700946.000000 Penalty: 5329.686035
	Iteration 27Q: 3 clusters Score -8700946 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -8700979.000000 Penalty: 5329.686035
	Iteration 28Q: 3 clusters Score -8700979 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -8701017.000000 Penalty: 5329.686035
	Iteration 29Q: 3 clusters Score -8701017 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8701075.000000 Penalty: 5329.686035
	Iteration 30Q: 3 clusters Score -8701075 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8701090.000000 Penalty: 5329.686035
	Iteration 31Q: 3 clusters Score -8701090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -8701142.000000 Penalty: 5329.686035
	Iteration 32Q: 3 clusters Score -8701142 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -8701155.000000 Penalty: 5329.686035
	Iteration 33Q: 3 clusters Score -8701155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -8701184.000000 Penalty: 5329.686035
	Iteration 34Q: 3 clusters Score -8701184 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -8701196.000000 Penalty: 5329.686035
	Iteration 35Q: 3 clusters Score -8701196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8701243.000000 Penalty: 5329.686035
	Iteration 36Q: 3 clusters Score -8701243 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8701236.000000 Penalty: 5329.686035
	Iteration 37Q: 3 clusters Score -8701236 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8701241.000000 Penalty: 5329.686035
	Iteration 38Q: 3 clusters Score -8701241 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -8701263.000000 Penalty: 5329.686035
	Iteration 39Q: 3 clusters Score -8701263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 40459 members 
Entering Unmasked Estep 
Score: -8701262.000000 Penalty: 5329.686035
	Iteration 40F: 3 clusters Score -8701262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -8701277.000000 Penalty: 5329.686035
	Iteration 41Q: 3 clusters Score -8701277 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -8701293.000000 Penalty: 5329.686035
	Iteration 42Q: 3 clusters Score -8701293 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -8701315.000000 Penalty: 5329.686035
	Iteration 43Q: 3 clusters Score -8701315 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -8701319.000000 Penalty: 5329.686035
	Iteration 44Q: 3 clusters Score -8701319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -8701331.000000 Penalty: 5329.686035
	Iteration 45Q: 3 clusters Score -8701331 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8701339.000000 Penalty: 5329.686035
	Iteration 46Q: 3 clusters Score -8701339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -8701342.000000 Penalty: 5329.686035
	Iteration 47Q: 3 clusters Score -8701342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -8701332.000000 Penalty: 5329.686035
	Iteration 48Q: 3 clusters Score -8701332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8701360.000000 Penalty: 5329.686035
	Iteration 49Q: 3 clusters Score -8701360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -8701360.000000 Penalty: 5329.686035
	Iteration 50Q: 3 clusters Score -8701360 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8701378.000000 Penalty: 5329.686035
	Iteration 51Q: 3 clusters Score -8701378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -8701393.000000 Penalty: 5329.686035
	Iteration 52Q: 3 clusters Score -8701393 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -8701395.000000 Penalty: 5329.686035
	Iteration 53Q: 3 clusters Score -8701395 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8701401.000000 Penalty: 5329.686035
	Iteration 54Q: 3 clusters Score -8701401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8701396.000000 Penalty: 5329.686035
	Iteration 55Q: 3 clusters Score -8701396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8701399.000000 Penalty: 5329.686035
	Iteration 56Q: 3 clusters Score -8701399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8701417.000000 Penalty: 5329.686035
	Iteration 57Q: 3 clusters Score -8701417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -8701434.000000 Penalty: 5329.686035
	Iteration 58Q: 3 clusters Score -8701434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -8701426.000000 Penalty: 5329.686035
	Iteration 59Q: 3 clusters Score -8701426 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8701434.000000 Penalty: 5329.686035
	Iteration 60F: 3 clusters Score -8701434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8701426.000000 Penalty: 5329.686035
	Iteration 61Q: 3 clusters Score -8701426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -8701434.000000 Penalty: 5329.686035
	Iteration 62Q: 3 clusters Score -8701434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -8701451.000000 Penalty: 5329.686035
	Iteration 63Q: 3 clusters Score -8701451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8701456.000000 Penalty: 5329.686035
	Iteration 64Q: 3 clusters Score -8701456 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8701461.000000 Penalty: 5329.686035
	Iteration 65Q: 3 clusters Score -8701461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -8701480.000000 Penalty: 5329.686035
	Iteration 66Q: 3 clusters Score -8701480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8701486.000000 Penalty: 5329.686035
	Iteration 67Q: 3 clusters Score -8701486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -8701485.000000 Penalty: 5329.686035
	Iteration 68Q: 3 clusters Score -8701485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -8701489.000000 Penalty: 5329.686035
	Iteration 69Q: 3 clusters Score -8701489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -8701491.000000 Penalty: 5329.686035
	Iteration 70Q: 3 clusters Score -8701491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8701486.000000 Penalty: 5329.686035
	Iteration 71Q: 3 clusters Score -8701486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8701495.000000 Penalty: 5329.686035
	Iteration 72Q: 3 clusters Score -8701495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -8701509.000000 Penalty: 5329.686035
	Iteration 73Q: 3 clusters Score -8701509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -8701509.000000 Penalty: 5329.686035
	Iteration 74Q: 3 clusters Score -8701509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8701507.000000 Penalty: 5329.686035
	Iteration 75Q: 3 clusters Score -8701507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -8701523.000000 Penalty: 5329.686035
	Iteration 76Q: 3 clusters Score -8701523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8701518.000000 Penalty: 5329.686035
	Iteration 77Q: 3 clusters Score -8701518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8701534.000000 Penalty: 5329.686035
	Iteration 78Q: 3 clusters Score -8701534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8701526.000000 Penalty: 5329.686035
	Iteration 79Q: 3 clusters Score -8701526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8701530.000000 Penalty: 5329.686035
	Iteration 80F: 3 clusters Score -8701530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8701543.000000 Penalty: 5329.686035
	Iteration 81Q: 3 clusters Score -8701543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8701549.000000 Penalty: 5329.686035
	Iteration 82Q: 3 clusters Score -8701549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5329.686035
	Iteration 83Q: 3 clusters Score -8701539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -8701544.000000 Penalty: 5329.686035
	Iteration 84Q: 3 clusters Score -8701544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8701554.000000 Penalty: 5329.686035
	Iteration 85Q: 3 clusters Score -8701554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8701568.000000 Penalty: 5329.686035
	Iteration 86Q: 3 clusters Score -8701568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8701554.000000 Penalty: 5329.686035
	Iteration 87Q: 3 clusters Score -8701554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8701548.000000 Penalty: 5329.686035
	Iteration 88Q: 3 clusters Score -8701548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8701544.000000 Penalty: 5329.686035
	Iteration 89Q: 3 clusters Score -8701544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 42182 members 
Entering Unmasked Estep 
Score: -8701544.000000 Penalty: 5329.686035
	Iteration 90Q: 3 clusters Score -8701544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -8701546.000000 Penalty: 5329.686035
	Iteration 91Q: 3 clusters Score -8701546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5329.686035
	Iteration 92Q: 3 clusters Score -8701539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5329.686035
	Iteration 93Q: 3 clusters Score -8701541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8701537.000000 Penalty: 5329.686035
	Iteration 94Q: 3 clusters Score -8701537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8701540.000000 Penalty: 5329.686035
	Iteration 95Q: 3 clusters Score -8701540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5329.686035
	Iteration 96Q: 3 clusters Score -8701539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5329.686035
	Iteration 97Q: 3 clusters Score -8701541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5329.686035
	Iteration 98Q: 3 clusters Score -8701541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -8701543.000000 Penalty: 5329.686035
	Iteration 99Q: 3 clusters Score -8701543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8701545.000000 Penalty: 5329.686035
	Iteration 100F: 3 clusters Score -8701545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -8701547.000000 Penalty: 5329.686035
	Iteration 101Q: 3 clusters Score -8701547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8701547.000000 Penalty: 5329.686035
	Iteration 102Q: 3 clusters Score -8701547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8701548.000000 Penalty: 5329.686035
	Iteration 103Q: 3 clusters Score -8701548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8701545.000000 Penalty: 5329.686035
	Iteration 104Q: 3 clusters Score -8701545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8701548.000000 Penalty: 5329.686035
	Iteration 105Q: 3 clusters Score -8701548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5329.686035
	Iteration 106Q: 3 clusters Score -8701541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8701540.000000 Penalty: 5329.686035
	Iteration 107Q: 3 clusters Score -8701540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5329.686035
	Iteration 108Q: 3 clusters Score -8701539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8701545.000000 Penalty: 5329.686035
	Iteration 109Q: 3 clusters Score -8701545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5329.686035
	Iteration 110Q: 3 clusters Score -8701541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -8701542.000000 Penalty: 5329.686035
	Iteration 111Q: 3 clusters Score -8701542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8701542.000000 Penalty: 5329.686035
	Iteration 112Q: 3 clusters Score -8701542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8701533.000000 Penalty: 5329.686035
	Iteration 113Q: 3 clusters Score -8701533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8701532.000000 Penalty: 5329.686035
	Iteration 114Q: 3 clusters Score -8701532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8701532.000000 Penalty: 5329.686035
	Iteration 115Q: 3 clusters Score -8701532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -8701532.000000 Penalty: 5329.686035
	Iteration 116F: 3 clusters Score -8701532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Entering Unmasked Estep 
Score: -8366615.500000 Penalty: 2656.844727
	Iteration 0F: 2 clusters Score -8366616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8336644.000000 Penalty: 5313.689453
	Iteration 0F: 3 clusters Score -8336644 nChanged 20834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8348189.000000 Penalty: 5313.689453
	Iteration 1F: 3 clusters Score -8348189 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -8348711.500000 Penalty: 5313.689453
	Iteration 2Q: 3 clusters Score -8348712 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -8349282.000000 Penalty: 5313.689453
	Iteration 3Q: 3 clusters Score -8349282 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -8349949.500000 Penalty: 5313.689453
	Iteration 4Q: 3 clusters Score -8349950 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8350766.500000 Penalty: 5313.689453
	Iteration 5Q: 3 clusters Score -8350766 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -8351785.500000 Penalty: 5313.689453
	Iteration 6Q: 3 clusters Score -8351786 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -8353278.500000 Penalty: 5313.689453
	Iteration 7F: 3 clusters Score -8353278 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -8355116.000000 Penalty: 5313.689453
	Iteration 8F: 3 clusters Score -8355116 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -8357428.500000 Penalty: 5313.689453
	Iteration 9F: 3 clusters Score -8357428 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -8359864.000000 Penalty: 5313.689453
	Iteration 10F: 3 clusters Score -8359864 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -8361967.500000 Penalty: 5313.689453
	Iteration 11F: 3 clusters Score -8361968 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8363230.000000 Penalty: 5313.689453
	Iteration 12Q: 3 clusters Score -8363230 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8363816.500000 Penalty: 5313.689453
	Iteration 13Q: 3 clusters Score -8363816 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8364050.000000 Penalty: 5313.689453
	Iteration 14Q: 3 clusters Score -8364050 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8364167.000000 Penalty: 5313.689453
	Iteration 15Q: 3 clusters Score -8364167 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8364220.500000 Penalty: 5313.689453
	Iteration 16Q: 3 clusters Score -8364220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8364274.500000 Penalty: 5313.689453
	Iteration 17Q: 3 clusters Score -8364274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8364294.500000 Penalty: 5313.689453
	Iteration 18Q: 3 clusters Score -8364294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -8364319.000000 Penalty: 5313.689453
	Iteration 19Q: 3 clusters Score -8364319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8364318.500000 Penalty: 5313.689453
	Iteration 20F: 3 clusters Score -8364318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8364337.500000 Penalty: 5313.689453
	Iteration 21Q: 3 clusters Score -8364338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8364342.500000 Penalty: 5313.689453
	Iteration 22Q: 3 clusters Score -8364342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8364342.000000 Penalty: 5313.689453
	Iteration 23Q: 3 clusters Score -8364342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8364336.000000 Penalty: 5313.689453
	Iteration 24Q: 3 clusters Score -8364336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8364336.000000 Penalty: 5313.689453
	Iteration 25F: 3 clusters Score -8364336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16312.068359 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16312.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -16483.935547 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16483.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -16520.134766 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16520.13 nChanged 5
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: -16547.082031 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16547.08 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: -16570.849609 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16570.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16578.484375 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16578.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -16578.484375 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -16578.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 52598 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 46320 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 43048 members 
Mstep: Class 11 contains 42534 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50067 members 
Mstep: Class 16 contains 52826 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 844 members 
Mstep: Class 19 contains 26153 members 
Mstep: Class 20 contains 54719 members 
Mstep: Class 21 contains 10826 members 
Mstep: Class 22 contains 30596 members 
Mstep: Class 23 contains 2557 members 
Mstep: Class 24 contains 7495 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46413 members 
Mstep: Class 27 contains 44940 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145264.000000 Penalty: 93905.554688
Iteration 279Q: 29 clusters Score -1.371453e+08 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 10964 members 
Mstep: Class 3 contains 52617 members 
Mstep: Class 4 contains 45868 members 
Mstep: Class 5 contains 50287 members 
Mstep: Class 6 contains 23316 members 
Mstep: Class 7 contains 46328 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48354 members 
Mstep: Class 10 contains 43111 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50102 members 
Mstep: Class 16 contains 52841 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 845 members 
Mstep: Class 19 contains 26156 members 
Mstep: Class 20 contains 54770 members 
Mstep: Class 21 contains 10827 members 
Mstep: Class 22 contains 30585 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 7515 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46423 members 
Mstep: Class 27 contains 44989 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145344.000000 Penalty: 93905.554688
Iteration 280F: 29 clusters Score -1.371453e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 10749 members 
Mstep: Class 3 contains 52675 members 
Mstep: Class 4 contains 45804 members 
Mstep: Class 5 contains 50331 members 
Mstep: Class 6 contains 23321 members 
Mstep: Class 7 contains 46324 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 43147 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50136 members 
Mstep: Class 16 contains 52828 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 845 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 54796 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 30585 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 7532 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46441 members 
Mstep: Class 27 contains 45033 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145568.000000 Penalty: 93905.554688
Iteration 281Q: 29 clusters Score -1.371456e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 10525 members 
Mstep: Class 3 contains 52715 members 
Mstep: Class 4 contains 45720 members 
Mstep: Class 5 contains 50385 members 
Mstep: Class 6 contains 23326 members 
Mstep: Class 7 contains 46330 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48359 members 
Mstep: Class 10 contains 43187 members 
Mstep: Class 11 contains 42596 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50181 members 
Mstep: Class 16 contains 52819 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 26170 members 
Mstep: Class 20 contains 54809 members 
Mstep: Class 21 contains 10833 members 
Mstep: Class 22 contains 30582 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 7556 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46461 members 
Mstep: Class 27 contains 45072 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145264.000000 Penalty: 93905.554688
Iteration 282Q: 29 clusters Score -1.371453e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 10341 members 
Mstep: Class 3 contains 52729 members 
Mstep: Class 4 contains 45652 members 
Mstep: Class 5 contains 50424 members 
Mstep: Class 6 contains 23327 members 
Mstep: Class 7 contains 46313 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48346 members 
Mstep: Class 10 contains 43237 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50212 members 
Mstep: Class 16 contains 52802 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 847 members 
Mstep: Class 19 contains 26160 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 21 contains 10829 members 
Mstep: Class 22 contains 30587 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 7580 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46483 members 
Mstep: Class 27 contains 45117 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145552.000000 Penalty: 93905.554688
Iteration 283Q: 29 clusters Score -1.371456e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 10140 members 
Mstep: Class 3 contains 52722 members 
Mstep: Class 4 contains 45597 members 
Mstep: Class 5 contains 50432 members 
Mstep: Class 6 contains 23329 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48328 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50265 members 
Mstep: Class 16 contains 52790 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 850 members 
Mstep: Class 19 contains 26150 members 
Mstep: Class 20 contains 54925 members 
Mstep: Class 21 contains 10831 members 
Mstep: Class 22 contains 30578 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 7600 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46519 members 
Mstep: Class 27 contains 45186 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145376.000000 Penalty: 93905.554688
Iteration 284Q: 29 clusters Score -1.371454e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 9984 members 
Mstep: Class 3 contains 52710 members 
Mstep: Class 4 contains 45547 members 
Mstep: Class 5 contains 50432 members 
Mstep: Class 6 contains 23337 members 
Mstep: Class 7 contains 46302 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48327 members 
Mstep: Class 10 contains 43344 members 
Mstep: Class 11 contains 42668 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50309 members 
Mstep: Class 16 contains 52795 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 855 members 
Mstep: Class 19 contains 26144 members 
Mstep: Class 20 contains 54980 members 
Mstep: Class 21 contains 10834 members 
Mstep: Class 22 contains 30567 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 7618 members 
Mstep: Class 25 contains 431 members 
Mstep: Class 26 contains 46541 members 
Mstep: Class 27 contains 45238 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145760.000000 Penalty: 93905.554688
Iteration 285Q: 29 clusters Score -1.371458e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 9862 members 
Mstep: Class 3 contains 52685 members 
Mstep: Class 4 contains 45473 members 
Mstep: Class 5 contains 50404 members 
Mstep: Class 6 contains 23344 members 
Mstep: Class 7 contains 46286 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48329 members 
Mstep: Class 10 contains 43385 members 
Mstep: Class 11 contains 42683 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50355 members 
Mstep: Class 16 contains 52829 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 857 members 
Mstep: Class 19 contains 26138 members 
Mstep: Class 20 contains 54991 members 
Mstep: Class 21 contains 10842 members 
Mstep: Class 22 contains 30559 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 7644 members 
Mstep: Class 25 contains 432 members 
Mstep: Class 26 contains 46589 members 
Mstep: Class 27 contains 45296 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146000.000000 Penalty: 93905.554688
Iteration 286Q: 29 clusters Score -1.37146e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 9777 members 
Mstep: Class 3 contains 52682 members 
Mstep: Class 4 contains 45382 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 23353 members 
Mstep: Class 7 contains 46281 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48325 members 
Mstep: Class 10 contains 43411 members 
Mstep: Class 11 contains 42691 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50409 members 
Mstep: Class 16 contains 52887 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 858 members 
Mstep: Class 19 contains 26135 members 
Mstep: Class 20 contains 54996 members 
Mstep: Class 21 contains 10851 members 
Mstep: Class 22 contains 30542 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 7661 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46637 members 
Mstep: Class 27 contains 45321 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146320.000000 Penalty: 93905.554688
Iteration 287Q: 29 clusters Score -1.371463e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 9660 members 
Mstep: Class 3 contains 52691 members 
Mstep: Class 4 contains 45291 members 
Mstep: Class 5 contains 50317 members 
Mstep: Class 6 contains 23355 members 
Mstep: Class 7 contains 46282 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48332 members 
Mstep: Class 10 contains 43457 members 
Mstep: Class 11 contains 42675 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50519 members 
Mstep: Class 16 contains 52917 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 860 members 
Mstep: Class 19 contains 26134 members 
Mstep: Class 20 contains 55009 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 30524 members 
Mstep: Class 23 contains 2553 members 
Mstep: Class 24 contains 7668 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46678 members 
Mstep: Class 27 contains 45356 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146416.000000 Penalty: 93905.554688
Iteration 288Q: 29 clusters Score -1.371464e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 52782 members 
Mstep: Class 4 contains 45234 members 
Mstep: Class 5 contains 50280 members 
Mstep: Class 6 contains 23356 members 
Mstep: Class 7 contains 46279 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48329 members 
Mstep: Class 10 contains 43504 members 
Mstep: Class 11 contains 42647 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 52965 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 861 members 
Mstep: Class 19 contains 26141 members 
Mstep: Class 20 contains 54963 members 
Mstep: Class 21 contains 10854 members 
Mstep: Class 22 contains 30509 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 7685 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46690 members 
Mstep: Class 27 contains 45370 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146512.000000 Penalty: 93905.554688
Iteration 289Q: 29 clusters Score -1.371465e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 9457 members 
Mstep: Class 3 contains 52848 members 
Mstep: Class 4 contains 45168 members 
Mstep: Class 5 contains 50270 members 
Mstep: Class 6 contains 23360 members 
Mstep: Class 7 contains 46269 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48339 members 
Mstep: Class 10 contains 43535 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50599 members 
Mstep: Class 16 contains 53016 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 862 members 
Mstep: Class 19 contains 26140 members 
Mstep: Class 20 contains 54903 members 
Mstep: Class 21 contains 10855 members 
Mstep: Class 22 contains 30497 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 7702 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46724 members 
Mstep: Class 27 contains 45366 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146800.000000 Penalty: 93905.554688
Iteration 290Q: 29 clusters Score -1.371468e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 9368 members 
Mstep: Class 3 contains 52934 members 
Mstep: Class 4 contains 45100 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 23359 members 
Mstep: Class 7 contains 46251 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48350 members 
Mstep: Class 10 contains 43562 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50612 members 
Mstep: Class 16 contains 53048 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26135 members 
Mstep: Class 20 contains 54819 members 
Mstep: Class 21 contains 10857 members 
Mstep: Class 22 contains 30488 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 7720 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46743 members 
Mstep: Class 27 contains 45379 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146480.000000 Penalty: 93905.554688
Iteration 291Q: 29 clusters Score -1.371465e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 9282 members 
Mstep: Class 3 contains 53039 members 
Mstep: Class 4 contains 45027 members 
Mstep: Class 5 contains 50238 members 
Mstep: Class 6 contains 23363 members 
Mstep: Class 7 contains 46247 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 43590 members 
Mstep: Class 11 contains 42610 members 
Mstep: Class 12 contains 1250 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50613 members 
Mstep: Class 16 contains 53068 members 
Mstep: Class 17 contains 3042 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26127 members 
Mstep: Class 20 contains 54751 members 
Mstep: Class 21 contains 10857 members 
Mstep: Class 22 contains 30490 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 7734 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46750 members 
Mstep: Class 27 contains 45398 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146576.000000 Penalty: 93905.554688
Iteration 292Q: 29 clusters Score -1.371466e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 53097 members 
Mstep: Class 4 contains 44969 members 
Mstep: Class 5 contains 50230 members 
Mstep: Class 6 contains 23373 members 
Mstep: Class 7 contains 46245 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 43642 members 
Mstep: Class 11 contains 42583 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50600 members 
Mstep: Class 16 contains 53091 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 54678 members 
Mstep: Class 21 contains 10862 members 
Mstep: Class 22 contains 30487 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 7755 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46745 members 
Mstep: Class 27 contains 45410 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146608.000000 Penalty: 93905.554688
Iteration 293Q: 29 clusters Score -1.371466e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 9160 members 
Mstep: Class 3 contains 53121 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 50227 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 46252 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 43690 members 
Mstep: Class 11 contains 42564 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50587 members 
Mstep: Class 16 contains 53116 members 
Mstep: Class 17 contains 3041 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 54640 members 
Mstep: Class 21 contains 10868 members 
Mstep: Class 22 contains 30481 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 7779 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46723 members 
Mstep: Class 27 contains 45406 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146768.000000 Penalty: 93905.554688
Iteration 294Q: 29 clusters Score -1.371468e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 9135 members 
Mstep: Class 3 contains 53154 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 50219 members 
Mstep: Class 6 contains 23387 members 
Mstep: Class 7 contains 46270 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 43714 members 
Mstep: Class 11 contains 42560 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50589 members 
Mstep: Class 16 contains 53111 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26111 members 
Mstep: Class 20 contains 54596 members 
Mstep: Class 21 contains 10873 members 
Mstep: Class 22 contains 30469 members 
Mstep: Class 23 contains 2535 members 
Mstep: Class 24 contains 7796 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46697 members 
Mstep: Class 27 contains 45412 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146480.000000 Penalty: 93905.554688
Iteration 295Q: 29 clusters Score -1.371465e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 53200 members 
Mstep: Class 4 contains 44875 members 
Mstep: Class 5 contains 50201 members 
Mstep: Class 6 contains 23392 members 
Mstep: Class 7 contains 46283 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 43721 members 
Mstep: Class 11 contains 42559 members 
Mstep: Class 12 contains 1259 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50587 members 
Mstep: Class 16 contains 53116 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26100 members 
Mstep: Class 20 contains 54561 members 
Mstep: Class 21 contains 10874 members 
Mstep: Class 22 contains 30466 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 7812 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46677 members 
Mstep: Class 27 contains 45423 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146592.000000 Penalty: 93905.554688
Iteration 296Q: 29 clusters Score -1.371466e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 53231 members 
Mstep: Class 4 contains 44864 members 
Mstep: Class 5 contains 50205 members 
Mstep: Class 6 contains 23397 members 
Mstep: Class 7 contains 46294 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48388 members 
Mstep: Class 10 contains 43697 members 
Mstep: Class 11 contains 42560 members 
Mstep: Class 12 contains 1261 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50588 members 
Mstep: Class 16 contains 53145 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26088 members 
Mstep: Class 20 contains 54521 members 
Mstep: Class 21 contains 10876 members 
Mstep: Class 22 contains 30460 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 7822 members 
Mstep: Class 25 contains 433 members 
Mstep: Class 26 contains 46661 members 
Mstep: Class 27 contains 45427 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146352.000000 Penalty: 93905.554688
Iteration 297Q: 29 clusters Score -1.371464e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 9055 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 44849 members 
Mstep: Class 5 contains 50229 members 
Mstep: Class 6 contains 23398 members 
Mstep: Class 7 contains 46292 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 43690 members 
Mstep: Class 11 contains 42558 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50571 members 
Mstep: Class 16 contains 53167 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26081 members 
Mstep: Class 20 contains 54507 members 
Mstep: Class 21 contains 10879 members 
Mstep: Class 22 contains 30442 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 7835 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46638 members 
Mstep: Class 27 contains 45440 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146464.000000 Penalty: 93905.554688
Iteration 298Q: 29 clusters Score -1.371465e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 9024 members 
Mstep: Class 3 contains 53281 members 
Mstep: Class 4 contains 44819 members 
Mstep: Class 5 contains 50223 members 
Mstep: Class 6 contains 23405 members 
Mstep: Class 7 contains 46303 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48403 members 
Mstep: Class 10 contains 43687 members 
Mstep: Class 11 contains 42553 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50567 members 
Mstep: Class 16 contains 53190 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26079 members 
Mstep: Class 20 contains 54498 members 
Mstep: Class 21 contains 10880 members 
Mstep: Class 22 contains 30430 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 7837 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46616 members 
Mstep: Class 27 contains 45449 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146496.000000 Penalty: 93905.554688
Iteration 299Q: 29 clusters Score -1.371465e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 9003 members 
Mstep: Class 3 contains 53293 members 
Mstep: Class 4 contains 44801 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 23405 members 
Mstep: Class 7 contains 46302 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48407 members 
Mstep: Class 10 contains 43673 members 
Mstep: Class 11 contains 42541 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50563 members 
Mstep: Class 16 contains 53239 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26076 members 
Mstep: Class 20 contains 54467 members 
Mstep: Class 21 contains 10881 members 
Mstep: Class 22 contains 30426 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 7843 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46608 members 
Mstep: Class 27 contains 45467 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146464.000000 Penalty: 93905.554688
Iteration 300F: 29 clusters Score -1.371465e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 8986 members 
Mstep: Class 3 contains 53307 members 
Mstep: Class 4 contains 44782 members 
Mstep: Class 5 contains 50221 members 
Mstep: Class 6 contains 23403 members 
Mstep: Class 7 contains 46327 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 43630 members 
Mstep: Class 11 contains 42562 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50564 members 
Mstep: Class 16 contains 53279 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26069 members 
Mstep: Class 20 contains 54446 members 
Mstep: Class 21 contains 10883 members 
Mstep: Class 22 contains 30415 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 7854 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46577 members 
Mstep: Class 27 contains 45490 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146352.000000 Penalty: 93905.554688
Iteration 301Q: 29 clusters Score -1.371464e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 8965 members 
Mstep: Class 3 contains 53306 members 
Mstep: Class 4 contains 44768 members 
Mstep: Class 5 contains 50232 members 
Mstep: Class 6 contains 23413 members 
Mstep: Class 7 contains 46343 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48398 members 
Mstep: Class 10 contains 43622 members 
Mstep: Class 11 contains 42584 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50552 members 
Mstep: Class 16 contains 53310 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26071 members 
Mstep: Class 20 contains 54425 members 
Mstep: Class 21 contains 10886 members 
Mstep: Class 22 contains 30406 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 7861 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46540 members 
Mstep: Class 27 contains 45503 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146496.000000 Penalty: 93905.554688
Iteration 302Q: 29 clusters Score -1.371465e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 8932 members 
Mstep: Class 3 contains 53328 members 
Mstep: Class 4 contains 44759 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 23422 members 
Mstep: Class 7 contains 46368 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48400 members 
Mstep: Class 10 contains 43628 members 
Mstep: Class 11 contains 42594 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50532 members 
Mstep: Class 16 contains 53333 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26075 members 
Mstep: Class 20 contains 54380 members 
Mstep: Class 21 contains 10886 members 
Mstep: Class 22 contains 30408 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 7874 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46514 members 
Mstep: Class 27 contains 45514 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146704.000000 Penalty: 93905.554688
Iteration 303Q: 29 clusters Score -1.371467e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 8908 members 
Mstep: Class 3 contains 53340 members 
Mstep: Class 4 contains 44756 members 
Mstep: Class 5 contains 50239 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48395 members 
Mstep: Class 10 contains 43648 members 
Mstep: Class 11 contains 42597 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50533 members 
Mstep: Class 16 contains 53358 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26089 members 
Mstep: Class 20 contains 54339 members 
Mstep: Class 21 contains 10888 members 
Mstep: Class 22 contains 30398 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7882 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46497 members 
Mstep: Class 27 contains 45524 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146816.000000 Penalty: 93905.554688
Iteration 304Q: 29 clusters Score -1.371468e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49371 members 
Mstep: Class 2 contains 8898 members 
Mstep: Class 3 contains 53334 members 
Mstep: Class 4 contains 44749 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 23426 members 
Mstep: Class 7 contains 46371 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48392 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 42608 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50546 members 
Mstep: Class 16 contains 53392 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26094 members 
Mstep: Class 20 contains 54311 members 
Mstep: Class 21 contains 10894 members 
Mstep: Class 22 contains 30399 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7883 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46469 members 
Mstep: Class 27 contains 45536 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146848.000000 Penalty: 93905.554688
Iteration 305Q: 29 clusters Score -1.371468e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 8881 members 
Mstep: Class 3 contains 53334 members 
Mstep: Class 4 contains 44743 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 23429 members 
Mstep: Class 7 contains 46385 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48386 members 
Mstep: Class 10 contains 43672 members 
Mstep: Class 11 contains 42608 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50531 members 
Mstep: Class 16 contains 53425 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26099 members 
Mstep: Class 20 contains 54257 members 
Mstep: Class 21 contains 10896 members 
Mstep: Class 22 contains 30390 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7890 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46444 members 
Mstep: Class 27 contains 45542 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146944.000000 Penalty: 93905.554688
Iteration 306Q: 29 clusters Score -1.371469e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 8858 members 
Mstep: Class 3 contains 53334 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 23430 members 
Mstep: Class 7 contains 46389 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48393 members 
Mstep: Class 10 contains 43700 members 
Mstep: Class 11 contains 42619 members 
Mstep: Class 12 contains 1265 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50526 members 
Mstep: Class 16 contains 53462 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26097 members 
Mstep: Class 20 contains 54224 members 
Mstep: Class 21 contains 10896 members 
Mstep: Class 22 contains 30381 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7901 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46413 members 
Mstep: Class 27 contains 45552 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146896.000000 Penalty: 93905.554688
Iteration 307Q: 29 clusters Score -1.371469e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 8846 members 
Mstep: Class 3 contains 53323 members 
Mstep: Class 4 contains 44732 members 
Mstep: Class 5 contains 50241 members 
Mstep: Class 6 contains 23436 members 
Mstep: Class 7 contains 46405 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48405 members 
Mstep: Class 10 contains 43714 members 
Mstep: Class 11 contains 42625 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50526 members 
Mstep: Class 16 contains 53488 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26100 members 
Mstep: Class 20 contains 54189 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 30376 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7913 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46382 members 
Mstep: Class 27 contains 45573 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146928.000000 Penalty: 93905.554688
Iteration 308Q: 29 clusters Score -1.371469e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 8840 members 
Mstep: Class 3 contains 53305 members 
Mstep: Class 4 contains 44716 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 46413 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48410 members 
Mstep: Class 10 contains 43742 members 
Mstep: Class 11 contains 42627 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50525 members 
Mstep: Class 16 contains 53520 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26101 members 
Mstep: Class 20 contains 54187 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 30380 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7923 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46358 members 
Mstep: Class 27 contains 45580 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147104.000000 Penalty: 93905.554688
Iteration 309Q: 29 clusters Score -1.371471e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 8838 members 
Mstep: Class 3 contains 53286 members 
Mstep: Class 4 contains 44697 members 
Mstep: Class 5 contains 50227 members 
Mstep: Class 6 contains 23428 members 
Mstep: Class 7 contains 46425 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 43781 members 
Mstep: Class 11 contains 42619 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50534 members 
Mstep: Class 16 contains 53531 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 54179 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 30379 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7929 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46350 members 
Mstep: Class 27 contains 45569 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147264.000000 Penalty: 93905.554688
Iteration 310Q: 29 clusters Score -1.371473e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 8830 members 
Mstep: Class 3 contains 53265 members 
Mstep: Class 4 contains 44675 members 
Mstep: Class 5 contains 50223 members 
Mstep: Class 6 contains 23428 members 
Mstep: Class 7 contains 46427 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48425 members 
Mstep: Class 10 contains 43827 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50556 members 
Mstep: Class 16 contains 53540 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 54157 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 30378 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7933 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46345 members 
Mstep: Class 27 contains 45563 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147328.000000 Penalty: 93905.554688
Iteration 311Q: 29 clusters Score -1.371473e+08 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 8818 members 
Mstep: Class 3 contains 53242 members 
Mstep: Class 4 contains 44671 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48423 members 
Mstep: Class 10 contains 43885 members 
Mstep: Class 11 contains 42588 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50566 members 
Mstep: Class 16 contains 53534 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 54144 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 30375 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7937 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46329 members 
Mstep: Class 27 contains 45555 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147520.000000 Penalty: 93905.554688
Iteration 312Q: 29 clusters Score -1.371475e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 8803 members 
Mstep: Class 3 contains 53221 members 
Mstep: Class 4 contains 44673 members 
Mstep: Class 5 contains 50264 members 
Mstep: Class 6 contains 23424 members 
Mstep: Class 7 contains 46466 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48420 members 
Mstep: Class 10 contains 43923 members 
Mstep: Class 11 contains 42576 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 792 members 
Mstep: Class 15 contains 50577 members 
Mstep: Class 16 contains 53545 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 54112 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 30363 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7943 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46321 members 
Mstep: Class 27 contains 45532 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147616.000000 Penalty: 93905.554688
Iteration 313Q: 29 clusters Score -1.371476e+08 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 8802 members 
Mstep: Class 3 contains 53223 members 
Mstep: Class 4 contains 44661 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 23421 members 
Mstep: Class 7 contains 46484 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48421 members 
Mstep: Class 10 contains 43963 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50585 members 
Mstep: Class 16 contains 53544 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 54085 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 30347 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7947 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46315 members 
Mstep: Class 27 contains 45512 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147392.000000 Penalty: 93905.554688
Iteration 314Q: 29 clusters Score -1.371474e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49349 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 53219 members 
Mstep: Class 4 contains 44646 members 
Mstep: Class 5 contains 50305 members 
Mstep: Class 6 contains 23416 members 
Mstep: Class 7 contains 46519 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48416 members 
Mstep: Class 10 contains 44004 members 
Mstep: Class 11 contains 42570 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50592 members 
Mstep: Class 16 contains 53565 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 54066 members 
Mstep: Class 21 contains 10910 members 
Mstep: Class 22 contains 30333 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7950 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46312 members 
Mstep: Class 27 contains 45484 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147440.000000 Penalty: 93905.554688
Iteration 315Q: 29 clusters Score -1.371474e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 8789 members 
Mstep: Class 3 contains 53212 members 
Mstep: Class 4 contains 44630 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 23417 members 
Mstep: Class 7 contains 46558 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48415 members 
Mstep: Class 10 contains 44042 members 
Mstep: Class 11 contains 42560 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50585 members 
Mstep: Class 16 contains 53586 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26119 members 
Mstep: Class 20 contains 54063 members 
Mstep: Class 21 contains 10912 members 
Mstep: Class 22 contains 30315 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7955 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46301 members 
Mstep: Class 27 contains 45456 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147504.000000 Penalty: 93905.554688
Iteration 316Q: 29 clusters Score -1.371475e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 8781 members 
Mstep: Class 3 contains 53220 members 
Mstep: Class 4 contains 44597 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 23422 members 
Mstep: Class 7 contains 46602 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48411 members 
Mstep: Class 10 contains 44091 members 
Mstep: Class 11 contains 42550 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50586 members 
Mstep: Class 16 contains 53610 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54049 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 30293 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7960 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46292 members 
Mstep: Class 27 contains 45430 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147472.000000 Penalty: 93905.554688
Iteration 317Q: 29 clusters Score -1.371475e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 8771 members 
Mstep: Class 3 contains 53220 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 46630 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48407 members 
Mstep: Class 10 contains 44163 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50582 members 
Mstep: Class 16 contains 53625 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 54038 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 30280 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46277 members 
Mstep: Class 27 contains 45414 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147344.000000 Penalty: 93905.554688
Iteration 318Q: 29 clusters Score -1.371473e+08 nChanged 701
Entering ConstructFrom: 
Score: -137147344.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (49351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Entering Unmasked Estep 
Score: -9255257.000000 Penalty: 2680.064941
	Iteration 0F: 2 clusters Score -9255257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -9224387.000000 Penalty: 5360.129883
	Iteration 0F: 3 clusters Score -9224387 nChanged 22847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -9237629.000000 Penalty: 5360.129883
	Iteration 1F: 3 clusters Score -9237629 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -9238607.000000 Penalty: 5360.129883
	Iteration 2F: 3 clusters Score -9238607 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -9239782.000000 Penalty: 5360.129883
	Iteration 3F: 3 clusters Score -9239782 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -9241197.000000 Penalty: 5360.129883
	Iteration 4F: 3 clusters Score -9241197 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -9243025.000000 Penalty: 5360.129883
	Iteration 5F: 3 clusters Score -9243025 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -9245147.000000 Penalty: 5360.129883
	Iteration 6F: 3 clusters Score -9245147 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -9246978.000000 Penalty: 5360.129883
	Iteration 7F: 3 clusters Score -9246978 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -9248214.000000 Penalty: 5360.129883
	Iteration 8Q: 3 clusters Score -9248214 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -9248860.000000 Penalty: 5360.129883
	Iteration 9Q: 3 clusters Score -9248860 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -9249197.000000 Penalty: 5360.129883
	Iteration 10Q: 3 clusters Score -9249197 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -9249441.000000 Penalty: 5360.129883
	Iteration 11Q: 3 clusters Score -9249441 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -9249581.000000 Penalty: 5360.129883
	Iteration 12Q: 3 clusters Score -9249581 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -9249718.000000 Penalty: 5360.129883
	Iteration 13Q: 3 clusters Score -9249718 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -9249843.000000 Penalty: 5360.129883
	Iteration 14Q: 3 clusters Score -9249843 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -9249984.000000 Penalty: 5360.129883
	Iteration 15Q: 3 clusters Score -9249984 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -9250152.000000 Penalty: 5360.129883
	Iteration 16Q: 3 clusters Score -9250152 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -9250285.000000 Penalty: 5360.129883
	Iteration 17Q: 3 clusters Score -9250285 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -9250408.000000 Penalty: 5360.129883
	Iteration 18Q: 3 clusters Score -9250408 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -9250588.000000 Penalty: 5360.129883
	Iteration 19Q: 3 clusters Score -9250588 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -9250795.000000 Penalty: 5360.129883
	Iteration 20F: 3 clusters Score -9250795 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -9250964.000000 Penalty: 5360.129883
	Iteration 21Q: 3 clusters Score -9250964 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9251216.000000 Penalty: 5360.129883
	Iteration 22Q: 3 clusters Score -9251216 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -9251460.000000 Penalty: 5360.129883
	Iteration 23Q: 3 clusters Score -9251460 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -9251669.000000 Penalty: 5360.129883
	Iteration 24Q: 3 clusters Score -9251669 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -9251808.000000 Penalty: 5360.129883
	Iteration 25Q: 3 clusters Score -9251808 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9252058.000000 Penalty: 5360.129883
	Iteration 26Q: 3 clusters Score -9252058 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -9252185.000000 Penalty: 5360.129883
	Iteration 27Q: 3 clusters Score -9252185 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -9252305.000000 Penalty: 5360.129883
	Iteration 28Q: 3 clusters Score -9252305 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -9252414.000000 Penalty: 5360.129883
	Iteration 29Q: 3 clusters Score -9252414 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -9252545.000000 Penalty: 5360.129883
	Iteration 30Q: 3 clusters Score -9252545 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9252624.000000 Penalty: 5360.129883
	Iteration 31Q: 3 clusters Score -9252624 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -9252768.000000 Penalty: 5360.129883
	Iteration 32Q: 3 clusters Score -9252768 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9252943.000000 Penalty: 5360.129883
	Iteration 33Q: 3 clusters Score -9252943 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -9252964.000000 Penalty: 5360.129883
	Iteration 34Q: 3 clusters Score -9252964 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9253006.000000 Penalty: 5360.129883
	Iteration 35Q: 3 clusters Score -9253006 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9253021.000000 Penalty: 5360.129883
	Iteration 36Q: 3 clusters Score -9253021 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9253059.000000 Penalty: 5360.129883
	Iteration 37Q: 3 clusters Score -9253059 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9253116.000000 Penalty: 5360.129883
	Iteration 38Q: 3 clusters Score -9253116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9253138.000000 Penalty: 5360.129883
	Iteration 39Q: 3 clusters Score -9253138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -9253194.000000 Penalty: 5360.129883
	Iteration 40F: 3 clusters Score -9253194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9253190.000000 Penalty: 5360.129883
	Iteration 41Q: 3 clusters Score -9253190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9253217.000000 Penalty: 5360.129883
	Iteration 42Q: 3 clusters Score -9253217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9253260.000000 Penalty: 5360.129883
	Iteration 43Q: 3 clusters Score -9253260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9253254.000000 Penalty: 5360.129883
	Iteration 44Q: 3 clusters Score -9253254 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9253274.000000 Penalty: 5360.129883
	Iteration 45Q: 3 clusters Score -9253274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9253275.000000 Penalty: 5360.129883
	Iteration 46Q: 3 clusters Score -9253275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9253276.000000 Penalty: 5360.129883
	Iteration 47Q: 3 clusters Score -9253276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9253296.000000 Penalty: 5360.129883
	Iteration 48Q: 3 clusters Score -9253296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9253286.000000 Penalty: 5360.129883
	Iteration 49Q: 3 clusters Score -9253286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9253287.000000 Penalty: 5360.129883
	Iteration 50Q: 3 clusters Score -9253287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9253282.000000 Penalty: 5360.129883
	Iteration 51Q: 3 clusters Score -9253282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9253274.000000 Penalty: 5360.129883
	Iteration 52Q: 3 clusters Score -9253274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9253279.000000 Penalty: 5360.129883
	Iteration 53Q: 3 clusters Score -9253279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9253274.000000 Penalty: 5360.129883
	Iteration 54Q: 3 clusters Score -9253274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9253272.000000 Penalty: 5360.129883
	Iteration 55Q: 3 clusters Score -9253272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9253269.000000 Penalty: 5360.129883
	Iteration 56Q: 3 clusters Score -9253269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48802 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9253266.000000 Penalty: 5360.129883
	Iteration 57Q: 3 clusters Score -9253266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9253264.000000 Penalty: 5360.129883
	Iteration 58Q: 3 clusters Score -9253264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48809 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9253272.000000 Penalty: 5360.129883
	Iteration 59Q: 3 clusters Score -9253272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9253271.000000 Penalty: 5360.129883
	Iteration 60F: 3 clusters Score -9253271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9253273.000000 Penalty: 5360.129883
	Iteration 61Q: 3 clusters Score -9253273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9253272.000000 Penalty: 5360.129883
	Iteration 62Q: 3 clusters Score -9253272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9253272.000000 Penalty: 5360.129883
	Iteration 63F: 3 clusters Score -9253272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Entering Unmasked Estep 
Score: -1632994.875000 Penalty: 2251.332031
	Iteration 0F: 2 clusters Score -1632995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1626097.375000 Penalty: 4502.664062
	Iteration 0F: 3 clusters Score -1626097 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1628030.500000 Penalty: 4502.664062
	Iteration 1F: 3 clusters Score -1628030 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1628306.500000 Penalty: 4502.664062
	Iteration 2F: 3 clusters Score -1628306 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1628488.250000 Penalty: 4502.664062
	Iteration 3Q: 3 clusters Score -1628488 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1628626.375000 Penalty: 4502.664062
	Iteration 4Q: 3 clusters Score -1628626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1628746.375000 Penalty: 4502.664062
	Iteration 5Q: 3 clusters Score -1628746 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1628848.125000 Penalty: 4502.664062
	Iteration 6Q: 3 clusters Score -1628848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1628951.500000 Penalty: 4502.664062
	Iteration 7Q: 3 clusters Score -1628952 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1629040.625000 Penalty: 4502.664062
	Iteration 8Q: 3 clusters Score -1629041 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1629118.625000 Penalty: 4502.664062
	Iteration 9Q: 3 clusters Score -1629119 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1629179.125000 Penalty: 4502.664062
	Iteration 10Q: 3 clusters Score -1629179 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1629231.875000 Penalty: 4502.664062
	Iteration 11Q: 3 clusters Score -1629232 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1629280.625000 Penalty: 4502.664062
	Iteration 12Q: 3 clusters Score -1629281 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1629326.500000 Penalty: 4502.664062
	Iteration 13Q: 3 clusters Score -1629326 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1629377.000000 Penalty: 4502.664062
	Iteration 14Q: 3 clusters Score -1629377 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1629433.375000 Penalty: 4502.664062
	Iteration 15Q: 3 clusters Score -1629433 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1629485.750000 Penalty: 4502.664062
	Iteration 16Q: 3 clusters Score -1629486 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1629528.250000 Penalty: 4502.664062
	Iteration 17Q: 3 clusters Score -1629528 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1629571.625000 Penalty: 4502.664062
	Iteration 18Q: 3 clusters Score -1629572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1629628.750000 Penalty: 4502.664062
	Iteration 19Q: 3 clusters Score -1629629 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1629691.750000 Penalty: 4502.664062
	Iteration 20F: 3 clusters Score -1629692 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1629753.625000 Penalty: 4502.664062
	Iteration 21Q: 3 clusters Score -1629754 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1629827.750000 Penalty: 4502.664062
	Iteration 22Q: 3 clusters Score -1629828 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1629897.750000 Penalty: 4502.664062
	Iteration 23Q: 3 clusters Score -1629898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1629949.375000 Penalty: 4502.664062
	Iteration 24Q: 3 clusters Score -1629949 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1629991.250000 Penalty: 4502.664062
	Iteration 25Q: 3 clusters Score -1629991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1630025.875000 Penalty: 4502.664062
	Iteration 26Q: 3 clusters Score -1630026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1630050.875000 Penalty: 4502.664062
	Iteration 27Q: 3 clusters Score -1630051 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1630068.625000 Penalty: 4502.664062
	Iteration 28Q: 3 clusters Score -1630069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1630085.500000 Penalty: 4502.664062
	Iteration 29Q: 3 clusters Score -1630086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1630098.125000 Penalty: 4502.664062
	Iteration 30Q: 3 clusters Score -1630098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1630107.375000 Penalty: 4502.664062
	Iteration 31Q: 3 clusters Score -1630107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1630120.000000 Penalty: 4502.664062
	Iteration 32Q: 3 clusters Score -1630120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1630121.000000 Penalty: 4502.664062
	Iteration 33Q: 3 clusters Score -1630121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1630138.875000 Penalty: 4502.664062
	Iteration 34Q: 3 clusters Score -1630139 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1630138.375000 Penalty: 4502.664062
	Iteration 35Q: 3 clusters Score -1630138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1630144.500000 Penalty: 4502.664062
	Iteration 36Q: 3 clusters Score -1630144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1630149.625000 Penalty: 4502.664062
	Iteration 37Q: 3 clusters Score -1630150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1630149.000000 Penalty: 4502.664062
	Iteration 38Q: 3 clusters Score -1630149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1630157.875000 Penalty: 4502.664062
	Iteration 39Q: 3 clusters Score -1630158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1630160.375000 Penalty: 4502.664062
	Iteration 40F: 3 clusters Score -1630160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1630166.625000 Penalty: 4502.664062
	Iteration 41Q: 3 clusters Score -1630167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1630167.500000 Penalty: 4502.664062
	Iteration 42Q: 3 clusters Score -1630168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1630172.625000 Penalty: 4502.664062
	Iteration 43Q: 3 clusters Score -1630173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1630171.625000 Penalty: 4502.664062
	Iteration 44Q: 3 clusters Score -1630172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1630176.375000 Penalty: 4502.664062
	Iteration 45Q: 3 clusters Score -1630176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1630177.125000 Penalty: 4502.664062
	Iteration 46Q: 3 clusters Score -1630177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1630175.375000 Penalty: 4502.664062
	Iteration 47Q: 3 clusters Score -1630175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1630177.625000 Penalty: 4502.664062
	Iteration 48Q: 3 clusters Score -1630178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1630181.625000 Penalty: 4502.664062
	Iteration 49Q: 3 clusters Score -1630182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1630185.625000 Penalty: 4502.664062
	Iteration 50Q: 3 clusters Score -1630186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1630188.750000 Penalty: 4502.664062
	Iteration 51Q: 3 clusters Score -1630189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1630193.375000 Penalty: 4502.664062
	Iteration 52Q: 3 clusters Score -1630193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1630196.000000 Penalty: 4502.664062
	Iteration 53Q: 3 clusters Score -1630196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1630202.375000 Penalty: 4502.664062
	Iteration 54Q: 3 clusters Score -1630202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1630221.125000 Penalty: 4502.664062
	Iteration 55Q: 3 clusters Score -1630221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1630232.750000 Penalty: 4502.664062
	Iteration 56Q: 3 clusters Score -1630233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1630245.000000 Penalty: 4502.664062
	Iteration 57Q: 3 clusters Score -1630245 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1630259.250000 Penalty: 4502.664062
	Iteration 58Q: 3 clusters Score -1630259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1630275.000000 Penalty: 4502.664062
	Iteration 59Q: 3 clusters Score -1630275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1630290.625000 Penalty: 4502.664062
	Iteration 60F: 3 clusters Score -1630291 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1630304.500000 Penalty: 4502.664062
	Iteration 61Q: 3 clusters Score -1630304 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1630326.500000 Penalty: 4502.664062
	Iteration 62Q: 3 clusters Score -1630326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1630344.250000 Penalty: 4502.664062
	Iteration 63Q: 3 clusters Score -1630344 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1630361.625000 Penalty: 4502.664062
	Iteration 64Q: 3 clusters Score -1630362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1630380.250000 Penalty: 4502.664062
	Iteration 65Q: 3 clusters Score -1630380 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1630398.750000 Penalty: 4502.664062
	Iteration 66Q: 3 clusters Score -1630399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1630415.000000 Penalty: 4502.664062
	Iteration 67Q: 3 clusters Score -1630415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1630426.250000 Penalty: 4502.664062
	Iteration 68Q: 3 clusters Score -1630426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1630442.625000 Penalty: 4502.664062
	Iteration 69Q: 3 clusters Score -1630443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1630471.625000 Penalty: 4502.664062
	Iteration 70Q: 3 clusters Score -1630472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1630493.625000 Penalty: 4502.664062
	Iteration 71Q: 3 clusters Score -1630494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1630523.375000 Penalty: 4502.664062
	Iteration 72Q: 3 clusters Score -1630523 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1630552.375000 Penalty: 4502.664062
	Iteration 73Q: 3 clusters Score -1630552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1630578.875000 Penalty: 4502.664062
	Iteration 74Q: 3 clusters Score -1630579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1630606.750000 Penalty: 4502.664062
	Iteration 75Q: 3 clusters Score -1630607 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1630623.375000 Penalty: 4502.664062
	Iteration 76Q: 3 clusters Score -1630623 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1630643.375000 Penalty: 4502.664062
	Iteration 77Q: 3 clusters Score -1630643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1630657.500000 Penalty: 4502.664062
	Iteration 78Q: 3 clusters Score -1630658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1630669.250000 Penalty: 4502.664062
	Iteration 79Q: 3 clusters Score -1630669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1630681.250000 Penalty: 4502.664062
	Iteration 80F: 3 clusters Score -1630681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1630695.000000 Penalty: 4502.664062
	Iteration 81Q: 3 clusters Score -1630695 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1630696.125000 Penalty: 4502.664062
	Iteration 82Q: 3 clusters Score -1630696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1630708.000000 Penalty: 4502.664062
	Iteration 83Q: 3 clusters Score -1630708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1630711.250000 Penalty: 4502.664062
	Iteration 84Q: 3 clusters Score -1630711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1630715.375000 Penalty: 4502.664062
	Iteration 85Q: 3 clusters Score -1630715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1630720.125000 Penalty: 4502.664062
	Iteration 86Q: 3 clusters Score -1630720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1630725.500000 Penalty: 4502.664062
	Iteration 87Q: 3 clusters Score -1630726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1630730.375000 Penalty: 4502.664062
	Iteration 88Q: 3 clusters Score -1630730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1630734.750000 Penalty: 4502.664062
	Iteration 89Q: 3 clusters Score -1630735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1630738.000000 Penalty: 4502.664062
	Iteration 90Q: 3 clusters Score -1630738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1630739.125000 Penalty: 4502.664062
	Iteration 91Q: 3 clusters Score -1630739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1630743.250000 Penalty: 4502.664062
	Iteration 92Q: 3 clusters Score -1630743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1630741.250000 Penalty: 4502.664062
	Iteration 93Q: 3 clusters Score -1630741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1630742.125000 Penalty: 4502.664062
	Iteration 94Q: 3 clusters Score -1630742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1630744.000000 Penalty: 4502.664062
	Iteration 95Q: 3 clusters Score -1630744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1630744.000000 Penalty: 4502.664062
	Iteration 96Q: 3 clusters Score -1630744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1630743.750000 Penalty: 4502.664062
	Iteration 97Q: 3 clusters Score -1630744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1630749.750000 Penalty: 4502.664062
	Iteration 98Q: 3 clusters Score -1630750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1630752.250000 Penalty: 4502.664062
	Iteration 99Q: 3 clusters Score -1630752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1630751.375000 Penalty: 4502.664062
	Iteration 100F: 3 clusters Score -1630751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1630757.750000 Penalty: 4502.664062
	Iteration 101Q: 3 clusters Score -1630758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1630761.750000 Penalty: 4502.664062
	Iteration 102Q: 3 clusters Score -1630762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1630765.125000 Penalty: 4502.664062
	Iteration 103Q: 3 clusters Score -1630765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1630767.000000 Penalty: 4502.664062
	Iteration 104Q: 3 clusters Score -1630767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1630770.625000 Penalty: 4502.664062
	Iteration 105Q: 3 clusters Score -1630771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1630774.000000 Penalty: 4502.664062
	Iteration 106Q: 3 clusters Score -1630774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1630775.625000 Penalty: 4502.664062
	Iteration 107Q: 3 clusters Score -1630776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1630779.125000 Penalty: 4502.664062
	Iteration 108Q: 3 clusters Score -1630779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1630783.375000 Penalty: 4502.664062
	Iteration 109Q: 3 clusters Score -1630783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1630781.500000 Penalty: 4502.664062
	Iteration 110Q: 3 clusters Score -1630782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1630784.500000 Penalty: 4502.664062
	Iteration 111Q: 3 clusters Score -1630784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1630782.250000 Penalty: 4502.664062
	Iteration 112Q: 3 clusters Score -1630782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1630784.875000 Penalty: 4502.664062
	Iteration 113Q: 3 clusters Score -1630785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1630782.500000 Penalty: 4502.664062
	Iteration 114Q: 3 clusters Score -1630782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1630789.000000 Penalty: 4502.664062
	Iteration 115Q: 3 clusters Score -1630789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1630787.500000 Penalty: 4502.664062
	Iteration 116Q: 3 clusters Score -1630788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1630794.500000 Penalty: 4502.664062
	Iteration 117Q: 3 clusters Score -1630794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1630795.875000 Penalty: 4502.664062
	Iteration 118Q: 3 clusters Score -1630796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1630797.625000 Penalty: 4502.664062
	Iteration 119Q: 3 clusters Score -1630798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1630798.125000 Penalty: 4502.664062
	Iteration 120F: 3 clusters Score -1630798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1630800.875000 Penalty: 4502.664062
	Iteration 121Q: 3 clusters Score -1630801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1630806.125000 Penalty: 4502.664062
	Iteration 122Q: 3 clusters Score -1630806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1630808.250000 Penalty: 4502.664062
	Iteration 123Q: 3 clusters Score -1630808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1630806.875000 Penalty: 4502.664062
	Iteration 124Q: 3 clusters Score -1630807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1630808.750000 Penalty: 4502.664062
	Iteration 125Q: 3 clusters Score -1630809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1630809.750000 Penalty: 4502.664062
	Iteration 126Q: 3 clusters Score -1630810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1630807.625000 Penalty: 4502.664062
	Iteration 127Q: 3 clusters Score -1630808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1630808.125000 Penalty: 4502.664062
	Iteration 128Q: 3 clusters Score -1630808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1630806.125000 Penalty: 4502.664062
	Iteration 129Q: 3 clusters Score -1630806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1630808.125000 Penalty: 4502.664062
	Iteration 130Q: 3 clusters Score -1630808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1630809.125000 Penalty: 4502.664062
	Iteration 131Q: 3 clusters Score -1630809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1630809.125000 Penalty: 4502.664062
	Iteration 132F: 3 clusters Score -1630809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Entering Unmasked Estep 
Score: -10029998.000000 Penalty: 2698.769043
	Iteration 0F: 2 clusters Score -1.003e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -9998992.000000 Penalty: 5397.538086
	Iteration 0F: 3 clusters Score -9998992 nChanged 24487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -10012507.000000 Penalty: 5397.538086
	Iteration 1F: 3 clusters Score -1.001251e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -10012952.000000 Penalty: 5397.538086
	Iteration 2Q: 3 clusters Score -1.001295e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -10013391.000000 Penalty: 5397.538086
	Iteration 3Q: 3 clusters Score -1.001339e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -10013861.000000 Penalty: 5397.538086
	Iteration 4Q: 3 clusters Score -1.001386e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -10014495.000000 Penalty: 5397.538086
	Iteration 5Q: 3 clusters Score -1.00145e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -10015273.000000 Penalty: 5397.538086
	Iteration 6Q: 3 clusters Score -1.001527e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -10016496.000000 Penalty: 5397.538086
	Iteration 7Q: 3 clusters Score -1.00165e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -10018346.000000 Penalty: 5397.538086
	Iteration 8F: 3 clusters Score -1.001835e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -10020757.000000 Penalty: 5397.538086
	Iteration 9F: 3 clusters Score -1.002076e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -10023730.000000 Penalty: 5397.538086
	Iteration 10F: 3 clusters Score -1.002373e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -10026082.000000 Penalty: 5397.538086
	Iteration 11F: 3 clusters Score -1.002608e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -10027214.000000 Penalty: 5397.538086
	Iteration 12Q: 3 clusters Score -1.002721e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -10027778.000000 Penalty: 5397.538086
	Iteration 13Q: 3 clusters Score -1.002778e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 50812 members 
Entering Unmasked Estep 
Score: -10028046.000000 Penalty: 5397.538086
	Iteration 14Q: 3 clusters Score -1.002805e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
Score: -10028253.000000 Penalty: 5397.538086
	Iteration 15Q: 3 clusters Score -1.002825e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -10028364.000000 Penalty: 5397.538086
	Iteration 16Q: 3 clusters Score -1.002836e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -10028474.000000 Penalty: 5397.538086
	Iteration 17Q: 3 clusters Score -1.002847e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -10028561.000000 Penalty: 5397.538086
	Iteration 18Q: 3 clusters Score -1.002856e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -10028612.000000 Penalty: 5397.538086
	Iteration 19Q: 3 clusters Score -1.002861e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -10028656.000000 Penalty: 5397.538086
	Iteration 20F: 3 clusters Score -1.002866e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 51858 members 
Entering Unmasked Estep 
Score: -10028713.000000 Penalty: 5397.538086
	Iteration 21Q: 3 clusters Score -1.002871e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -10028749.000000 Penalty: 5397.538086
	Iteration 22Q: 3 clusters Score -1.002875e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -10028793.000000 Penalty: 5397.538086
	Iteration 23Q: 3 clusters Score -1.002879e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
Score: -10028811.000000 Penalty: 5397.538086
	Iteration 24Q: 3 clusters Score -1.002881e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -10028855.000000 Penalty: 5397.538086
	Iteration 25Q: 3 clusters Score -1.002886e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -10028891.000000 Penalty: 5397.538086
	Iteration 26Q: 3 clusters Score -1.002889e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -10028907.000000 Penalty: 5397.538086
	Iteration 27Q: 3 clusters Score -1.002891e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -10028942.000000 Penalty: 5397.538086
	Iteration 28Q: 3 clusters Score -1.002894e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 52081 members 
Entering Unmasked Estep 
Score: -10028968.000000 Penalty: 5397.538086
	Iteration 29Q: 3 clusters Score -1.002897e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -10028980.000000 Penalty: 5397.538086
	Iteration 30Q: 3 clusters Score -1.002898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -10029003.000000 Penalty: 5397.538086
	Iteration 31Q: 3 clusters Score -1.0029e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 52127 members 
Entering Unmasked Estep 
Score: -10029002.000000 Penalty: 5397.538086
	Iteration 32Q: 3 clusters Score -1.0029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 52151 members 
Entering Unmasked Estep 
Score: -10029018.000000 Penalty: 5397.538086
	Iteration 33Q: 3 clusters Score -1.002902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -10029029.000000 Penalty: 5397.538086
	Iteration 34Q: 3 clusters Score -1.002903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -10029030.000000 Penalty: 5397.538086
	Iteration 35Q: 3 clusters Score -1.002903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52203 members 
Entering Unmasked Estep 
Score: -10029028.000000 Penalty: 5397.538086
	Iteration 36Q: 3 clusters Score -1.002903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 52219 members 
Entering Unmasked Estep 
Score: -10029049.000000 Penalty: 5397.538086
	Iteration 37Q: 3 clusters Score -1.002905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -10029049.000000 Penalty: 5397.538086
	Iteration 38Q: 3 clusters Score -1.002905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -10029061.000000 Penalty: 5397.538086
	Iteration 39Q: 3 clusters Score -1.002906e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 52256 members 
Entering Unmasked Estep 
Score: -10029066.000000 Penalty: 5397.538086
	Iteration 40F: 3 clusters Score -1.002907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -10029064.000000 Penalty: 5397.538086
	Iteration 41Q: 3 clusters Score -1.002906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 52265 members 
Entering Unmasked Estep 
Score: -10029066.000000 Penalty: 5397.538086
	Iteration 42Q: 3 clusters Score -1.002907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -10029066.000000 Penalty: 5397.538086
	Iteration 43Q: 3 clusters Score -1.002907e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -10029098.000000 Penalty: 5397.538086
	Iteration 44Q: 3 clusters Score -1.00291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -10029105.000000 Penalty: 5397.538086
	Iteration 45Q: 3 clusters Score -1.00291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -10029105.000000 Penalty: 5397.538086
	Iteration 46Q: 3 clusters Score -1.00291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -10029107.000000 Penalty: 5397.538086
	Iteration 47Q: 3 clusters Score -1.002911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -10029122.000000 Penalty: 5397.538086
	Iteration 48Q: 3 clusters Score -1.002912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 52310 members 
Entering Unmasked Estep 
Score: -10029119.000000 Penalty: 5397.538086
	Iteration 49Q: 3 clusters Score -1.002912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -10029120.000000 Penalty: 5397.538086
	Iteration 50Q: 3 clusters Score -1.002912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -10029125.000000 Penalty: 5397.538086
	Iteration 51Q: 3 clusters Score -1.002912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -10029121.000000 Penalty: 5397.538086
	Iteration 52Q: 3 clusters Score -1.002912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -10029121.000000 Penalty: 5397.538086
	Iteration 53Q: 3 clusters Score -1.002912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -10029127.000000 Penalty: 5397.538086
	Iteration 54Q: 3 clusters Score -1.002913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -10029151.000000 Penalty: 5397.538086
	Iteration 55Q: 3 clusters Score -1.002915e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -10029139.000000 Penalty: 5397.538086
	Iteration 56Q: 3 clusters Score -1.002914e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -10029145.000000 Penalty: 5397.538086
	Iteration 57Q: 3 clusters Score -1.002914e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -10029169.000000 Penalty: 5397.538086
	Iteration 58Q: 3 clusters Score -1.002917e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10029171.000000 Penalty: 5397.538086
	Iteration 59Q: 3 clusters Score -1.002917e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 52371 members 
Entering Unmasked Estep 
Score: -10029173.000000 Penalty: 5397.538086
	Iteration 60F: 3 clusters Score -1.002917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -10029180.000000 Penalty: 5397.538086
	Iteration 61Q: 3 clusters Score -1.002918e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -10029175.000000 Penalty: 5397.538086
	Iteration 62Q: 3 clusters Score -1.002918e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -10029179.000000 Penalty: 5397.538086
	Iteration 63Q: 3 clusters Score -1.002918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -10029180.000000 Penalty: 5397.538086
	Iteration 64Q: 3 clusters Score -1.002918e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -10029185.000000 Penalty: 5397.538086
	Iteration 65Q: 3 clusters Score -1.002918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -10029186.000000 Penalty: 5397.538086
	Iteration 66Q: 3 clusters Score -1.002919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -10029185.000000 Penalty: 5397.538086
	Iteration 67Q: 3 clusters Score -1.002918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -10029192.000000 Penalty: 5397.538086
	Iteration 68Q: 3 clusters Score -1.002919e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -10029191.000000 Penalty: 5397.538086
	Iteration 69Q: 3 clusters Score -1.002919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -10029188.000000 Penalty: 5397.538086
	Iteration 70Q: 3 clusters Score -1.002919e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -10029188.000000 Penalty: 5397.538086
	Iteration 71F: 3 clusters Score -1.002919e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Entering Unmasked Estep 
Score: -8321830.000000 Penalty: 2654.616211
	Iteration 0F: 2 clusters Score -8321830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -8292431.000000 Penalty: 5309.232422
	Iteration 0F: 3 clusters Score -8292431 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8303914.000000 Penalty: 5309.232422
	Iteration 1F: 3 clusters Score -8303914 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8304904.000000 Penalty: 5309.232422
	Iteration 2Q: 3 clusters Score -8304904 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8306162.500000 Penalty: 5309.232422
	Iteration 3F: 3 clusters Score -8306162 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -8307865.000000 Penalty: 5309.232422
	Iteration 4F: 3 clusters Score -8307865 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -8309918.500000 Penalty: 5309.232422
	Iteration 5F: 3 clusters Score -8309918 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -8312273.000000 Penalty: 5309.232422
	Iteration 6F: 3 clusters Score -8312273 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -8314561.500000 Penalty: 5309.232422
	Iteration 7F: 3 clusters Score -8314562 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8316423.500000 Penalty: 5309.232422
	Iteration 8F: 3 clusters Score -8316424 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -8317483.500000 Penalty: 5309.232422
	Iteration 9Q: 3 clusters Score -8317484 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -8318070.000000 Penalty: 5309.232422
	Iteration 10Q: 3 clusters Score -8318070 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -8318555.500000 Penalty: 5309.232422
	Iteration 11Q: 3 clusters Score -8318556 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -8318923.000000 Penalty: 5309.232422
	Iteration 12Q: 3 clusters Score -8318923 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -8319182.500000 Penalty: 5309.232422
	Iteration 13Q: 3 clusters Score -8319182 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -8319401.500000 Penalty: 5309.232422
	Iteration 14Q: 3 clusters Score -8319402 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -8319580.500000 Penalty: 5309.232422
	Iteration 15Q: 3 clusters Score -8319580 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -8319738.500000 Penalty: 5309.232422
	Iteration 16Q: 3 clusters Score -8319738 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -8319892.000000 Penalty: 5309.232422
	Iteration 17Q: 3 clusters Score -8319892 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8319997.000000 Penalty: 5309.232422
	Iteration 18Q: 3 clusters Score -8319997 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -8320093.500000 Penalty: 5309.232422
	Iteration 19Q: 3 clusters Score -8320094 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -8320186.000000 Penalty: 5309.232422
	Iteration 20F: 3 clusters Score -8320186 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -8320288.000000 Penalty: 5309.232422
	Iteration 21Q: 3 clusters Score -8320288 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8320374.500000 Penalty: 5309.232422
	Iteration 22Q: 3 clusters Score -8320374 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -8320435.000000 Penalty: 5309.232422
	Iteration 23Q: 3 clusters Score -8320435 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -8320492.500000 Penalty: 5309.232422
	Iteration 24Q: 3 clusters Score -8320492 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8320540.000000 Penalty: 5309.232422
	Iteration 25Q: 3 clusters Score -8320540 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -8320608.000000 Penalty: 5309.232422
	Iteration 26Q: 3 clusters Score -8320608 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8320634.000000 Penalty: 5309.232422
	Iteration 27Q: 3 clusters Score -8320634 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8320675.500000 Penalty: 5309.232422
	Iteration 28Q: 3 clusters Score -8320676 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -8320722.500000 Penalty: 5309.232422
	Iteration 29Q: 3 clusters Score -8320722 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8320747.000000 Penalty: 5309.232422
	Iteration 30Q: 3 clusters Score -8320747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8320758.500000 Penalty: 5309.232422
	Iteration 31Q: 3 clusters Score -8320758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -8320787.500000 Penalty: 5309.232422
	Iteration 32Q: 3 clusters Score -8320788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -8320788.500000 Penalty: 5309.232422
	Iteration 33Q: 3 clusters Score -8320788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8320779.000000 Penalty: 5309.232422
	Iteration 34Q: 3 clusters Score -8320779 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8320767.000000 Penalty: 5309.232422
	Iteration 35Q: 3 clusters Score -8320767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8320781.500000 Penalty: 5309.232422
	Iteration 36Q: 3 clusters Score -8320782 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8320756.500000 Penalty: 5309.232422
	Iteration 37Q: 3 clusters Score -8320756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8320728.000000 Penalty: 5309.232422
	Iteration 38Q: 3 clusters Score -8320728 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -8320745.500000 Penalty: 5309.232422
	Iteration 39Q: 3 clusters Score -8320746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8320746.500000 Penalty: 5309.232422
	Iteration 40F: 3 clusters Score -8320746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8320755.000000 Penalty: 5309.232422
	Iteration 41Q: 3 clusters Score -8320755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8320768.500000 Penalty: 5309.232422
	Iteration 42Q: 3 clusters Score -8320768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8320765.500000 Penalty: 5309.232422
	Iteration 43Q: 3 clusters Score -8320766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8320748.500000 Penalty: 5309.232422
	Iteration 44Q: 3 clusters Score -8320748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8320749.500000 Penalty: 5309.232422
	Iteration 45Q: 3 clusters Score -8320750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -8320747.500000 Penalty: 5309.232422
	Iteration 46Q: 3 clusters Score -8320748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8320741.000000 Penalty: 5309.232422
	Iteration 47Q: 3 clusters Score -8320741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42880 members 
Entering Unmasked Estep 
Score: -8320736.500000 Penalty: 5309.232422
	Iteration 48Q: 3 clusters Score -8320736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8320719.000000 Penalty: 5309.232422
	Iteration 49Q: 3 clusters Score -8320719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42901 members 
Entering Unmasked Estep 
Score: -8320718.000000 Penalty: 5309.232422
	Iteration 50Q: 3 clusters Score -8320718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -8320721.000000 Penalty: 5309.232422
	Iteration 51Q: 3 clusters Score -8320721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8320724.500000 Penalty: 5309.232422
	Iteration 52Q: 3 clusters Score -8320724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8320715.500000 Penalty: 5309.232422
	Iteration 53Q: 3 clusters Score -8320716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8320711.000000 Penalty: 5309.232422
	Iteration 54Q: 3 clusters Score -8320711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8320711.500000 Penalty: 5309.232422
	Iteration 55Q: 3 clusters Score -8320712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8320715.500000 Penalty: 5309.232422
	Iteration 56Q: 3 clusters Score -8320716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -8320726.000000 Penalty: 5309.232422
	Iteration 57Q: 3 clusters Score -8320726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8320724.000000 Penalty: 5309.232422
	Iteration 58Q: 3 clusters Score -8320724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8320725.500000 Penalty: 5309.232422
	Iteration 59Q: 3 clusters Score -8320726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8320723.000000 Penalty: 5309.232422
	Iteration 60F: 3 clusters Score -8320723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8320728.000000 Penalty: 5309.232422
	Iteration 61Q: 3 clusters Score -8320728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8320725.000000 Penalty: 5309.232422
	Iteration 62Q: 3 clusters Score -8320725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8320725.000000 Penalty: 5309.232422
	Iteration 63Q: 3 clusters Score -8320725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8320722.500000 Penalty: 5309.232422
	Iteration 64Q: 3 clusters Score -8320722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8320718.500000 Penalty: 5309.232422
	Iteration 65Q: 3 clusters Score -8320718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8320705.000000 Penalty: 5309.232422
	Iteration 66Q: 3 clusters Score -8320705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8320707.500000 Penalty: 5309.232422
	Iteration 67Q: 3 clusters Score -8320708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8320702.000000 Penalty: 5309.232422
	Iteration 68Q: 3 clusters Score -8320702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8320700.000000 Penalty: 5309.232422
	Iteration 69Q: 3 clusters Score -8320700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8320701.000000 Penalty: 5309.232422
	Iteration 70Q: 3 clusters Score -8320701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8320701.000000 Penalty: 5309.232422
	Iteration 71F: 3 clusters Score -8320701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Entering Unmasked Estep 
Score: -9486494.000000 Penalty: 2684.803467
	Iteration 0F: 2 clusters Score -9486494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9455506.000000 Penalty: 5369.606934
	Iteration 0F: 3 clusters Score -9455506 nChanged 23135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -9468587.000000 Penalty: 5369.606934
	Iteration 1F: 3 clusters Score -9468587 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -9469127.000000 Penalty: 5369.606934
	Iteration 2Q: 3 clusters Score -9469127 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -9469570.000000 Penalty: 5369.606934
	Iteration 3Q: 3 clusters Score -9469570 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -9470046.000000 Penalty: 5369.606934
	Iteration 4Q: 3 clusters Score -9470046 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -9470659.000000 Penalty: 5369.606934
	Iteration 5Q: 3 clusters Score -9470659 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -9471470.000000 Penalty: 5369.606934
	Iteration 6Q: 3 clusters Score -9471470 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -9472438.000000 Penalty: 5369.606934
	Iteration 7Q: 3 clusters Score -9472438 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -9473825.000000 Penalty: 5369.606934
	Iteration 8Q: 3 clusters Score -9473825 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -9475669.000000 Penalty: 5369.606934
	Iteration 9F: 3 clusters Score -9475669 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9477781.000000 Penalty: 5369.606934
	Iteration 10F: 3 clusters Score -9477781 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -9479761.000000 Penalty: 5369.606934
	Iteration 11F: 3 clusters Score -9479761 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42884 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -9481197.000000 Penalty: 5369.606934
	Iteration 12Q: 3 clusters Score -9481197 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -9481874.000000 Penalty: 5369.606934
	Iteration 13Q: 3 clusters Score -9481874 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -9482266.000000 Penalty: 5369.606934
	Iteration 14Q: 3 clusters Score -9482266 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -9482478.000000 Penalty: 5369.606934
	Iteration 15Q: 3 clusters Score -9482478 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -9482631.000000 Penalty: 5369.606934
	Iteration 16Q: 3 clusters Score -9482631 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -9482704.000000 Penalty: 5369.606934
	Iteration 17Q: 3 clusters Score -9482704 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -9482726.000000 Penalty: 5369.606934
	Iteration 18Q: 3 clusters Score -9482726 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9482736.000000 Penalty: 5369.606934
	Iteration 19Q: 3 clusters Score -9482736 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -9482745.000000 Penalty: 5369.606934
	Iteration 20F: 3 clusters Score -9482745 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -9482819.000000 Penalty: 5369.606934
	Iteration 21Q: 3 clusters Score -9482819 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9482782.000000 Penalty: 5369.606934
	Iteration 22Q: 3 clusters Score -9482782 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -9482866.000000 Penalty: 5369.606934
	Iteration 23Q: 3 clusters Score -9482866 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9482960.000000 Penalty: 5369.606934
	Iteration 24Q: 3 clusters Score -9482960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -9483050.000000 Penalty: 5369.606934
	Iteration 25Q: 3 clusters Score -9483050 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9483152.000000 Penalty: 5369.606934
	Iteration 26Q: 3 clusters Score -9483152 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9483225.000000 Penalty: 5369.606934
	Iteration 27Q: 3 clusters Score -9483225 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -9483332.000000 Penalty: 5369.606934
	Iteration 28Q: 3 clusters Score -9483332 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9483414.000000 Penalty: 5369.606934
	Iteration 29Q: 3 clusters Score -9483414 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -9483474.000000 Penalty: 5369.606934
	Iteration 30Q: 3 clusters Score -9483474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -9483511.000000 Penalty: 5369.606934
	Iteration 31Q: 3 clusters Score -9483511 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47226 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -9483541.000000 Penalty: 5369.606934
	Iteration 32Q: 3 clusters Score -9483541 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -9483582.000000 Penalty: 5369.606934
	Iteration 33Q: 3 clusters Score -9483582 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -9483598.000000 Penalty: 5369.606934
	Iteration 34Q: 3 clusters Score -9483598 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9483652.000000 Penalty: 5369.606934
	Iteration 35Q: 3 clusters Score -9483652 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -9483678.000000 Penalty: 5369.606934
	Iteration 36Q: 3 clusters Score -9483678 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -9483727.000000 Penalty: 5369.606934
	Iteration 37Q: 3 clusters Score -9483727 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -9483762.000000 Penalty: 5369.606934
	Iteration 38Q: 3 clusters Score -9483762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -9483802.000000 Penalty: 5369.606934
	Iteration 39Q: 3 clusters Score -9483802 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9483816.000000 Penalty: 5369.606934
	Iteration 40F: 3 clusters Score -9483816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -9483900.000000 Penalty: 5369.606934
	Iteration 41Q: 3 clusters Score -9483900 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9483908.000000 Penalty: 5369.606934
	Iteration 42Q: 3 clusters Score -9483908 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9483950.000000 Penalty: 5369.606934
	Iteration 43Q: 3 clusters Score -9483950 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -9484013.000000 Penalty: 5369.606934
	Iteration 44Q: 3 clusters Score -9484013 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -9484000.000000 Penalty: 5369.606934
	Iteration 45Q: 3 clusters Score -9484000 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9484046.000000 Penalty: 5369.606934
	Iteration 46Q: 3 clusters Score -9484046 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -9484105.000000 Penalty: 5369.606934
	Iteration 47Q: 3 clusters Score -9484105 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9484112.000000 Penalty: 5369.606934
	Iteration 48Q: 3 clusters Score -9484112 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -9484165.000000 Penalty: 5369.606934
	Iteration 49Q: 3 clusters Score -9484165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9484179.000000 Penalty: 5369.606934
	Iteration 50Q: 3 clusters Score -9484179 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9484225.000000 Penalty: 5369.606934
	Iteration 51Q: 3 clusters Score -9484225 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -9484265.000000 Penalty: 5369.606934
	Iteration 52Q: 3 clusters Score -9484265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9484262.000000 Penalty: 5369.606934
	Iteration 53Q: 3 clusters Score -9484262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9484287.000000 Penalty: 5369.606934
	Iteration 54Q: 3 clusters Score -9484287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9484287.000000 Penalty: 5369.606934
	Iteration 55Q: 3 clusters Score -9484287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -9484293.000000 Penalty: 5369.606934
	Iteration 56Q: 3 clusters Score -9484293 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -9484313.000000 Penalty: 5369.606934
	Iteration 57Q: 3 clusters Score -9484313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9484333.000000 Penalty: 5369.606934
	Iteration 58Q: 3 clusters Score -9484333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9484327.000000 Penalty: 5369.606934
	Iteration 59Q: 3 clusters Score -9484327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9484332.000000 Penalty: 5369.606934
	Iteration 60F: 3 clusters Score -9484332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9484319.000000 Penalty: 5369.606934
	Iteration 61Q: 3 clusters Score -9484319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -9484350.000000 Penalty: 5369.606934
	Iteration 62Q: 3 clusters Score -9484350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -9484347.000000 Penalty: 5369.606934
	Iteration 63Q: 3 clusters Score -9484347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -9484354.000000 Penalty: 5369.606934
	Iteration 64Q: 3 clusters Score -9484354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -9484376.000000 Penalty: 5369.606934
	Iteration 65Q: 3 clusters Score -9484376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -9484374.000000 Penalty: 5369.606934
	Iteration 66Q: 3 clusters Score -9484374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -9484398.000000 Penalty: 5369.606934
	Iteration 67Q: 3 clusters Score -9484398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46653 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -9484404.000000 Penalty: 5369.606934
	Iteration 68Q: 3 clusters Score -9484404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -9484408.000000 Penalty: 5369.606934
	Iteration 69Q: 3 clusters Score -9484408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -9484407.000000 Penalty: 5369.606934
	Iteration 70Q: 3 clusters Score -9484407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9484413.000000 Penalty: 5369.606934
	Iteration 71Q: 3 clusters Score -9484413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -9484402.000000 Penalty: 5369.606934
	Iteration 72Q: 3 clusters Score -9484402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -9484411.000000 Penalty: 5369.606934
	Iteration 73Q: 3 clusters Score -9484411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -9484422.000000 Penalty: 5369.606934
	Iteration 74Q: 3 clusters Score -9484422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -9484412.000000 Penalty: 5369.606934
	Iteration 75Q: 3 clusters Score -9484412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -9484419.000000 Penalty: 5369.606934
	Iteration 76Q: 3 clusters Score -9484419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9484434.000000 Penalty: 5369.606934
	Iteration 77Q: 3 clusters Score -9484434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -9484429.000000 Penalty: 5369.606934
	Iteration 78Q: 3 clusters Score -9484429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -9484431.000000 Penalty: 5369.606934
	Iteration 79Q: 3 clusters Score -9484431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9484427.000000 Penalty: 5369.606934
	Iteration 80F: 3 clusters Score -9484427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9484443.000000 Penalty: 5369.606934
	Iteration 81Q: 3 clusters Score -9484443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -9484439.000000 Penalty: 5369.606934
	Iteration 82Q: 3 clusters Score -9484439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9484445.000000 Penalty: 5369.606934
	Iteration 83Q: 3 clusters Score -9484445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9484444.000000 Penalty: 5369.606934
	Iteration 84Q: 3 clusters Score -9484444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9484449.000000 Penalty: 5369.606934
	Iteration 85Q: 3 clusters Score -9484449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9484452.000000 Penalty: 5369.606934
	Iteration 86Q: 3 clusters Score -9484452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9484450.000000 Penalty: 5369.606934
	Iteration 87Q: 3 clusters Score -9484450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9484447.000000 Penalty: 5369.606934
	Iteration 88Q: 3 clusters Score -9484447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -9484455.000000 Penalty: 5369.606934
	Iteration 89Q: 3 clusters Score -9484455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9484444.000000 Penalty: 5369.606934
	Iteration 90Q: 3 clusters Score -9484444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9484444.000000 Penalty: 5369.606934
	Iteration 91F: 3 clusters Score -9484444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Entering Unmasked Estep 
Score: -4378408.500000 Penalty: 2495.340820
	Iteration 0F: 2 clusters Score -4378408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -4361982.000000 Penalty: 4990.681641
	Iteration 0F: 3 clusters Score -4361982 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4367612.500000 Penalty: 4990.681641
	Iteration 1F: 3 clusters Score -4367612 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4368006.500000 Penalty: 4990.681641
	Iteration 2Q: 3 clusters Score -4368006 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4368432.000000 Penalty: 4990.681641
	Iteration 3Q: 3 clusters Score -4368432 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4368877.500000 Penalty: 4990.681641
	Iteration 4Q: 3 clusters Score -4368878 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -4369427.000000 Penalty: 4990.681641
	Iteration 5Q: 3 clusters Score -4369427 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -4370106.500000 Penalty: 4990.681641
	Iteration 6F: 3 clusters Score -4370106 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -4370963.500000 Penalty: 4990.681641
	Iteration 7F: 3 clusters Score -4370964 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -4372110.500000 Penalty: 4990.681641
	Iteration 8F: 3 clusters Score -4372110 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4373394.500000 Penalty: 4990.681641
	Iteration 9F: 3 clusters Score -4373394 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4374526.000000 Penalty: 4990.681641
	Iteration 10F: 3 clusters Score -4374526 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4375337.500000 Penalty: 4990.681641
	Iteration 11Q: 3 clusters Score -4375338 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4375767.000000 Penalty: 4990.681641
	Iteration 12Q: 3 clusters Score -4375767 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -4375997.500000 Penalty: 4990.681641
	Iteration 13Q: 3 clusters Score -4375998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4376097.500000 Penalty: 4990.681641
	Iteration 14Q: 3 clusters Score -4376098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -4376161.500000 Penalty: 4990.681641
	Iteration 15Q: 3 clusters Score -4376162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4376207.000000 Penalty: 4990.681641
	Iteration 16Q: 3 clusters Score -4376207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4376235.500000 Penalty: 4990.681641
	Iteration 17Q: 3 clusters Score -4376236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -4376253.500000 Penalty: 4990.681641
	Iteration 18Q: 3 clusters Score -4376254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4376274.000000 Penalty: 4990.681641
	Iteration 19Q: 3 clusters Score -4376274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -4376283.500000 Penalty: 4990.681641
	Iteration 20F: 3 clusters Score -4376284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4376297.500000 Penalty: 4990.681641
	Iteration 21Q: 3 clusters Score -4376298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -4376297.500000 Penalty: 4990.681641
	Iteration 22Q: 3 clusters Score -4376298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -4376308.500000 Penalty: 4990.681641
	Iteration 23Q: 3 clusters Score -4376308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4376313.000000 Penalty: 4990.681641
	Iteration 24Q: 3 clusters Score -4376313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -4376313.500000 Penalty: 4990.681641
	Iteration 25Q: 3 clusters Score -4376314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4376317.000000 Penalty: 4990.681641
	Iteration 26Q: 3 clusters Score -4376317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4376318.500000 Penalty: 4990.681641
	Iteration 27Q: 3 clusters Score -4376318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4376318.500000 Penalty: 4990.681641
	Iteration 28F: 3 clusters Score -4376318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Entering Unmasked Estep 
Score: -8634574.000000 Penalty: 2666.116943
	Iteration 0F: 2 clusters Score -8634574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -8603921.000000 Penalty: 5332.233887
	Iteration 0F: 3 clusters Score -8603921 nChanged 21432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -8615695.000000 Penalty: 5332.233887
	Iteration 1F: 3 clusters Score -8615695 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8616213.000000 Penalty: 5332.233887
	Iteration 2Q: 3 clusters Score -8616213 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8616655.000000 Penalty: 5332.233887
	Iteration 3Q: 3 clusters Score -8616655 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8616988.000000 Penalty: 5332.233887
	Iteration 4Q: 3 clusters Score -8616988 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 24228 members 
Entering Unmasked Estep 
Score: -8617369.000000 Penalty: 5332.233887
	Iteration 5Q: 3 clusters Score -8617369 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -8617735.000000 Penalty: 5332.233887
	Iteration 6Q: 3 clusters Score -8617735 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -8618087.000000 Penalty: 5332.233887
	Iteration 7Q: 3 clusters Score -8618087 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -8618628.000000 Penalty: 5332.233887
	Iteration 8Q: 3 clusters Score -8618628 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8619413.000000 Penalty: 5332.233887
	Iteration 9Q: 3 clusters Score -8619413 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -8620562.000000 Penalty: 5332.233887
	Iteration 10Q: 3 clusters Score -8620562 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -8622112.000000 Penalty: 5332.233887
	Iteration 11Q: 3 clusters Score -8622112 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -8624009.000000 Penalty: 5332.233887
	Iteration 12F: 3 clusters Score -8624009 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8625786.000000 Penalty: 5332.233887
	Iteration 13F: 3 clusters Score -8625786 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8626997.000000 Penalty: 5332.233887
	Iteration 14Q: 3 clusters Score -8626997 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -8627636.000000 Penalty: 5332.233887
	Iteration 15Q: 3 clusters Score -8627636 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -8627958.000000 Penalty: 5332.233887
	Iteration 16Q: 3 clusters Score -8627958 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -8628143.000000 Penalty: 5332.233887
	Iteration 17Q: 3 clusters Score -8628143 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -8628284.000000 Penalty: 5332.233887
	Iteration 18Q: 3 clusters Score -8628284 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -8628434.000000 Penalty: 5332.233887
	Iteration 19Q: 3 clusters Score -8628434 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -8628518.000000 Penalty: 5332.233887
	Iteration 20F: 3 clusters Score -8628518 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -8628619.000000 Penalty: 5332.233887
	Iteration 21Q: 3 clusters Score -8628619 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -8628713.000000 Penalty: 5332.233887
	Iteration 22Q: 3 clusters Score -8628713 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -8628829.000000 Penalty: 5332.233887
	Iteration 23Q: 3 clusters Score -8628829 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -8628948.000000 Penalty: 5332.233887
	Iteration 24Q: 3 clusters Score -8628948 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8629113.000000 Penalty: 5332.233887
	Iteration 25Q: 3 clusters Score -8629113 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -8629237.000000 Penalty: 5332.233887
	Iteration 26Q: 3 clusters Score -8629237 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -8629464.000000 Penalty: 5332.233887
	Iteration 27Q: 3 clusters Score -8629464 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -8629646.000000 Penalty: 5332.233887
	Iteration 28Q: 3 clusters Score -8629646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8629823.000000 Penalty: 5332.233887
	Iteration 29Q: 3 clusters Score -8629823 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -8630044.000000 Penalty: 5332.233887
	Iteration 30Q: 3 clusters Score -8630044 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -8630312.000000 Penalty: 5332.233887
	Iteration 31Q: 3 clusters Score -8630312 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -8630508.000000 Penalty: 5332.233887
	Iteration 32Q: 3 clusters Score -8630508 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8630738.000000 Penalty: 5332.233887
	Iteration 33Q: 3 clusters Score -8630738 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8630907.000000 Penalty: 5332.233887
	Iteration 34Q: 3 clusters Score -8630907 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8631089.000000 Penalty: 5332.233887
	Iteration 35Q: 3 clusters Score -8631089 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8631279.000000 Penalty: 5332.233887
	Iteration 36Q: 3 clusters Score -8631279 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8631441.000000 Penalty: 5332.233887
	Iteration 37Q: 3 clusters Score -8631441 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8631563.000000 Penalty: 5332.233887
	Iteration 38Q: 3 clusters Score -8631563 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -8631672.000000 Penalty: 5332.233887
	Iteration 39Q: 3 clusters Score -8631672 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8631728.000000 Penalty: 5332.233887
	Iteration 40F: 3 clusters Score -8631728 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8631827.000000 Penalty: 5332.233887
	Iteration 41Q: 3 clusters Score -8631827 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8631899.000000 Penalty: 5332.233887
	Iteration 42Q: 3 clusters Score -8631899 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8631949.000000 Penalty: 5332.233887
	Iteration 43Q: 3 clusters Score -8631949 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8632011.000000 Penalty: 5332.233887
	Iteration 44Q: 3 clusters Score -8632011 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -8632065.000000 Penalty: 5332.233887
	Iteration 45Q: 3 clusters Score -8632065 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -8632113.000000 Penalty: 5332.233887
	Iteration 46Q: 3 clusters Score -8632113 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8632170.000000 Penalty: 5332.233887
	Iteration 47Q: 3 clusters Score -8632170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8632222.000000 Penalty: 5332.233887
	Iteration 48Q: 3 clusters Score -8632222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8632242.000000 Penalty: 5332.233887
	Iteration 49Q: 3 clusters Score -8632242 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8632254.000000 Penalty: 5332.233887
	Iteration 50Q: 3 clusters Score -8632254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8632270.000000 Penalty: 5332.233887
	Iteration 51Q: 3 clusters Score -8632270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -8632281.000000 Penalty: 5332.233887
	Iteration 52Q: 3 clusters Score -8632281 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45455 members 
Entering Unmasked Estep 
Score: -8632306.000000 Penalty: 5332.233887
	Iteration 53Q: 3 clusters Score -8632306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8632309.000000 Penalty: 5332.233887
	Iteration 54Q: 3 clusters Score -8632309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8632322.000000 Penalty: 5332.233887
	Iteration 55Q: 3 clusters Score -8632322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8632329.000000 Penalty: 5332.233887
	Iteration 56Q: 3 clusters Score -8632329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -8632343.000000 Penalty: 5332.233887
	Iteration 57Q: 3 clusters Score -8632343 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8632353.000000 Penalty: 5332.233887
	Iteration 58Q: 3 clusters Score -8632353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8632366.000000 Penalty: 5332.233887
	Iteration 59Q: 3 clusters Score -8632366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8632370.000000 Penalty: 5332.233887
	Iteration 60F: 3 clusters Score -8632370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8632373.000000 Penalty: 5332.233887
	Iteration 61Q: 3 clusters Score -8632373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -8632375.000000 Penalty: 5332.233887
	Iteration 62Q: 3 clusters Score -8632375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8632378.000000 Penalty: 5332.233887
	Iteration 63Q: 3 clusters Score -8632378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -8632384.000000 Penalty: 5332.233887
	Iteration 64Q: 3 clusters Score -8632384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8632391.000000 Penalty: 5332.233887
	Iteration 65Q: 3 clusters Score -8632391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8632397.000000 Penalty: 5332.233887
	Iteration 66Q: 3 clusters Score -8632397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8632409.000000 Penalty: 5332.233887
	Iteration 67Q: 3 clusters Score -8632409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8632421.000000 Penalty: 5332.233887
	Iteration 68Q: 3 clusters Score -8632421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -8632416.000000 Penalty: 5332.233887
	Iteration 69Q: 3 clusters Score -8632416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -8632422.000000 Penalty: 5332.233887
	Iteration 70Q: 3 clusters Score -8632422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8632421.000000 Penalty: 5332.233887
	Iteration 71Q: 3 clusters Score -8632421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -8632424.000000 Penalty: 5332.233887
	Iteration 72Q: 3 clusters Score -8632424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8632427.000000 Penalty: 5332.233887
	Iteration 73Q: 3 clusters Score -8632427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 45759 members 
Entering Unmasked Estep 
Score: -8632427.000000 Penalty: 5332.233887
	Iteration 74Q: 3 clusters Score -8632427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -8632427.000000 Penalty: 5332.233887
	Iteration 75Q: 3 clusters Score -8632427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8632433.000000 Penalty: 5332.233887
	Iteration 76Q: 3 clusters Score -8632433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -8632421.000000 Penalty: 5332.233887
	Iteration 77Q: 3 clusters Score -8632421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8632425.000000 Penalty: 5332.233887
	Iteration 78Q: 3 clusters Score -8632425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8632425.000000 Penalty: 5332.233887
	Iteration 79F: 3 clusters Score -8632425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53192.941406 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53192.94 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53297.109375 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53297.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53322.281250 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53322.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53327.050781 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53327.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -53327.050781 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -53327.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48394 members 
Entering Unmasked Estep 
Score: -9078770.000000 Penalty: 2675.208496
	Iteration 0F: 2 clusters Score -9078770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9048927.000000 Penalty: 5350.416992
	Iteration 0F: 3 clusters Score -9048927 nChanged 22283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -9061047.000000 Penalty: 5350.416992
	Iteration 1F: 3 clusters Score -9061047 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -9061447.000000 Penalty: 5350.416992
	Iteration 2Q: 3 clusters Score -9061447 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -9061751.000000 Penalty: 5350.416992
	Iteration 3Q: 3 clusters Score -9061751 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -9062023.000000 Penalty: 5350.416992
	Iteration 4Q: 3 clusters Score -9062023 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -9062319.000000 Penalty: 5350.416992
	Iteration 5Q: 3 clusters Score -9062319 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -9062556.000000 Penalty: 5350.416992
	Iteration 6Q: 3 clusters Score -9062556 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -9062914.000000 Penalty: 5350.416992
	Iteration 7Q: 3 clusters Score -9062914 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9063366.000000 Penalty: 5350.416992
	Iteration 8Q: 3 clusters Score -9063366 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -9064368.000000 Penalty: 5350.416992
	Iteration 9Q: 3 clusters Score -9064368 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -9065953.000000 Penalty: 5350.416992
	Iteration 10F: 3 clusters Score -9065953 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -9068634.000000 Penalty: 5350.416992
	Iteration 11F: 3 clusters Score -9068634 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -9072089.000000 Penalty: 5350.416992
	Iteration 12F: 3 clusters Score -9072089 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -9075024.000000 Penalty: 5350.416992
	Iteration 13F: 3 clusters Score -9075024 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9076076.000000 Penalty: 5350.416992
	Iteration 14Q: 3 clusters Score -9076076 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9076344.000000 Penalty: 5350.416992
	Iteration 15Q: 3 clusters Score -9076344 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9076423.000000 Penalty: 5350.416992
	Iteration 16Q: 3 clusters Score -9076423 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9076487.000000 Penalty: 5350.416992
	Iteration 17Q: 3 clusters Score -9076487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9076511.000000 Penalty: 5350.416992
	Iteration 18Q: 3 clusters Score -9076511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9076532.000000 Penalty: 5350.416992
	Iteration 19Q: 3 clusters Score -9076532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9076540.000000 Penalty: 5350.416992
	Iteration 20F: 3 clusters Score -9076540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9076541.000000 Penalty: 5350.416992
	Iteration 21Q: 3 clusters Score -9076541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9076564.000000 Penalty: 5350.416992
	Iteration 22Q: 3 clusters Score -9076564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9076544.000000 Penalty: 5350.416992
	Iteration 23Q: 3 clusters Score -9076544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -9076564.000000 Penalty: 5350.416992
	Iteration 24Q: 3 clusters Score -9076564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9076560.000000 Penalty: 5350.416992
	Iteration 25Q: 3 clusters Score -9076560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9076572.000000 Penalty: 5350.416992
	Iteration 26Q: 3 clusters Score -9076572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9076569.000000 Penalty: 5350.416992
	Iteration 27Q: 3 clusters Score -9076569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9076569.000000 Penalty: 5350.416992
	Iteration 28Q: 3 clusters Score -9076569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9076576.000000 Penalty: 5350.416992
	Iteration 29Q: 3 clusters Score -9076576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9076571.000000 Penalty: 5350.416992
	Iteration 30Q: 3 clusters Score -9076571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -9076571.000000 Penalty: 5350.416992
	Iteration 31F: 3 clusters Score -9076571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Entering Unmasked Estep 
Score: -8216652.000000 Penalty: 2652.917969
	Iteration 0F: 2 clusters Score -8216652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8186917.000000 Penalty: 5305.835938
	Iteration 0F: 3 clusters Score -8186917 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -8198408.500000 Penalty: 5305.835938
	Iteration 1F: 3 clusters Score -8198408 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -8199032.500000 Penalty: 5305.835938
	Iteration 2Q: 3 clusters Score -8199032 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -8199908.000000 Penalty: 5305.835938
	Iteration 3Q: 3 clusters Score -8199908 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -8201243.500000 Penalty: 5305.835938
	Iteration 4F: 3 clusters Score -8201244 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -8203220.500000 Penalty: 5305.835938
	Iteration 5F: 3 clusters Score -8203220 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -8206163.000000 Penalty: 5305.835938
	Iteration 6F: 3 clusters Score -8206163 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -8209425.500000 Penalty: 5305.835938
	Iteration 7F: 3 clusters Score -8209426 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8211975.000000 Penalty: 5305.835938
	Iteration 8F: 3 clusters Score -8211975 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8213285.000000 Penalty: 5305.835938
	Iteration 9Q: 3 clusters Score -8213285 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8213804.500000 Penalty: 5305.835938
	Iteration 10Q: 3 clusters Score -8213804 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8214070.500000 Penalty: 5305.835938
	Iteration 11Q: 3 clusters Score -8214070 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8214205.000000 Penalty: 5305.835938
	Iteration 12Q: 3 clusters Score -8214205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8214274.500000 Penalty: 5305.835938
	Iteration 13Q: 3 clusters Score -8214274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8214308.500000 Penalty: 5305.835938
	Iteration 14Q: 3 clusters Score -8214308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8214317.500000 Penalty: 5305.835938
	Iteration 15Q: 3 clusters Score -8214318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8214334.500000 Penalty: 5305.835938
	Iteration 16Q: 3 clusters Score -8214334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8214343.000000 Penalty: 5305.835938
	Iteration 17Q: 3 clusters Score -8214343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8214352.000000 Penalty: 5305.835938
	Iteration 18Q: 3 clusters Score -8214352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -8214366.000000 Penalty: 5305.835938
	Iteration 19Q: 3 clusters Score -8214366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8214375.500000 Penalty: 5305.835938
	Iteration 20F: 3 clusters Score -8214376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8214378.500000 Penalty: 5305.835938
	Iteration 21Q: 3 clusters Score -8214378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8214378.000000 Penalty: 5305.835938
	Iteration 22Q: 3 clusters Score -8214378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -8214378.000000 Penalty: 5305.835938
	Iteration 23F: 3 clusters Score -8214378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Entering Unmasked Estep 
Score: -7981344.000000 Penalty: 2643.187012
	Iteration 0F: 2 clusters Score -7981344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -7953212.500000 Penalty: 5286.374023
	Iteration 0F: 3 clusters Score -7953212 nChanged 19584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7964289.500000 Penalty: 5286.374023
	Iteration 1F: 3 clusters Score -7964290 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -7965049.500000 Penalty: 5286.374023
	Iteration 2F: 3 clusters Score -7965050 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -7965973.000000 Penalty: 5286.374023
	Iteration 3F: 3 clusters Score -7965973 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -7967136.000000 Penalty: 5286.374023
	Iteration 4F: 3 clusters Score -7967136 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -7968588.500000 Penalty: 5286.374023
	Iteration 5F: 3 clusters Score -7968588 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -7970357.500000 Penalty: 5286.374023
	Iteration 6F: 3 clusters Score -7970358 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -7972368.500000 Penalty: 5286.374023
	Iteration 7F: 3 clusters Score -7972368 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7974314.500000 Penalty: 5286.374023
	Iteration 8F: 3 clusters Score -7974314 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -7975769.000000 Penalty: 5286.374023
	Iteration 9Q: 3 clusters Score -7975769 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -7976682.500000 Penalty: 5286.374023
	Iteration 10Q: 3 clusters Score -7976682 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -7977225.000000 Penalty: 5286.374023
	Iteration 11Q: 3 clusters Score -7977225 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -7977663.000000 Penalty: 5286.374023
	Iteration 12Q: 3 clusters Score -7977663 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -7978009.000000 Penalty: 5286.374023
	Iteration 13Q: 3 clusters Score -7978009 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7978321.000000 Penalty: 5286.374023
	Iteration 14Q: 3 clusters Score -7978321 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7978510.500000 Penalty: 5286.374023
	Iteration 15Q: 3 clusters Score -7978510 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7978646.500000 Penalty: 5286.374023
	Iteration 16Q: 3 clusters Score -7978646 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7978763.000000 Penalty: 5286.374023
	Iteration 17Q: 3 clusters Score -7978763 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7978832.500000 Penalty: 5286.374023
	Iteration 18Q: 3 clusters Score -7978832 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -7978913.500000 Penalty: 5286.374023
	Iteration 19Q: 3 clusters Score -7978914 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -7979029.500000 Penalty: 5286.374023
	Iteration 20F: 3 clusters Score -7979030 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -7979077.000000 Penalty: 5286.374023
	Iteration 21Q: 3 clusters Score -7979077 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7979095.000000 Penalty: 5286.374023
	Iteration 22Q: 3 clusters Score -7979095 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7979115.000000 Penalty: 5286.374023
	Iteration 23Q: 3 clusters Score -7979115 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7979136.500000 Penalty: 5286.374023
	Iteration 24Q: 3 clusters Score -7979136 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7979183.500000 Penalty: 5286.374023
	Iteration 25Q: 3 clusters Score -7979184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7979208.000000 Penalty: 5286.374023
	Iteration 26Q: 3 clusters Score -7979208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7979218.500000 Penalty: 5286.374023
	Iteration 27Q: 3 clusters Score -7979218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7979244.000000 Penalty: 5286.374023
	Iteration 28Q: 3 clusters Score -7979244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7979273.000000 Penalty: 5286.374023
	Iteration 29Q: 3 clusters Score -7979273 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -7979278.000000 Penalty: 5286.374023
	Iteration 30Q: 3 clusters Score -7979278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7979286.000000 Penalty: 5286.374023
	Iteration 31Q: 3 clusters Score -7979286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -7979324.000000 Penalty: 5286.374023
	Iteration 32Q: 3 clusters Score -7979324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7979307.000000 Penalty: 5286.374023
	Iteration 33Q: 3 clusters Score -7979307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7979313.000000 Penalty: 5286.374023
	Iteration 34Q: 3 clusters Score -7979313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7979334.500000 Penalty: 5286.374023
	Iteration 35Q: 3 clusters Score -7979334 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7979350.500000 Penalty: 5286.374023
	Iteration 36Q: 3 clusters Score -7979350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -7979347.000000 Penalty: 5286.374023
	Iteration 37Q: 3 clusters Score -7979347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7979347.500000 Penalty: 5286.374023
	Iteration 38Q: 3 clusters Score -7979348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7979346.500000 Penalty: 5286.374023
	Iteration 39Q: 3 clusters Score -7979346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7979358.500000 Penalty: 5286.374023
	Iteration 40F: 3 clusters Score -7979358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -7979355.000000 Penalty: 5286.374023
	Iteration 41Q: 3 clusters Score -7979355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7979352.500000 Penalty: 5286.374023
	Iteration 42Q: 3 clusters Score -7979352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7979354.000000 Penalty: 5286.374023
	Iteration 43Q: 3 clusters Score -7979354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7979354.000000 Penalty: 5286.374023
	Iteration 44F: 3 clusters Score -7979354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Entering Unmasked Estep 
Score: -196913.625000 Penalty: 1771.028687
	Iteration 0F: 2 clusters Score -196913.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -194815.921875 Penalty: 3542.057373
	Iteration 0F: 3 clusters Score -194815.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195306.203125 Penalty: 3542.057373
	Iteration 1F: 3 clusters Score -195306.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -195566.515625 Penalty: 3542.057373
	Iteration 2F: 3 clusters Score -195566.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -195809.500000 Penalty: 3542.057373
	Iteration 3F: 3 clusters Score -195809.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -196013.687500 Penalty: 3542.057373
	Iteration 4F: 3 clusters Score -196013.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -196157.328125 Penalty: 3542.057373
	Iteration 5Q: 3 clusters Score -196157.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -196268.703125 Penalty: 3542.057373
	Iteration 6Q: 3 clusters Score -196268.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -196402.125000 Penalty: 3542.057373
	Iteration 7Q: 3 clusters Score -196402.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -196529.093750 Penalty: 3542.057373
	Iteration 8Q: 3 clusters Score -196529.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -196594.062500 Penalty: 3542.057373
	Iteration 9Q: 3 clusters Score -196594.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -196640.734375 Penalty: 3542.057373
	Iteration 10Q: 3 clusters Score -196640.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -196679.687500 Penalty: 3542.057373
	Iteration 11Q: 3 clusters Score -196679.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -196708.093750 Penalty: 3542.057373
	Iteration 12Q: 3 clusters Score -196708.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -196722.703125 Penalty: 3542.057373
	Iteration 13Q: 3 clusters Score -196722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -196736.343750 Penalty: 3542.057373
	Iteration 14Q: 3 clusters Score -196736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -196765.546875 Penalty: 3542.057373
	Iteration 15Q: 3 clusters Score -196765.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -196791.625000 Penalty: 3542.057373
	Iteration 16Q: 3 clusters Score -196791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -196801.437500 Penalty: 3542.057373
	Iteration 17Q: 3 clusters Score -196801.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -196803.656250 Penalty: 3542.057373
	Iteration 18Q: 3 clusters Score -196803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -196806.156250 Penalty: 3542.057373
	Iteration 19Q: 3 clusters Score -196806.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -196809.531250 Penalty: 3542.057373
	Iteration 20F: 3 clusters Score -196809.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196819.968750 Penalty: 3542.057373
	Iteration 21Q: 3 clusters Score -196820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -196847.187500 Penalty: 3542.057373
	Iteration 22Q: 3 clusters Score -196847.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -196886.921875 Penalty: 3542.057373
	Iteration 23Q: 3 clusters Score -196886.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -196942.593750 Penalty: 3542.057373
	Iteration 24Q: 3 clusters Score -196942.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -196974.109375 Penalty: 3542.057373
	Iteration 25Q: 3 clusters Score -196974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196978.546875 Penalty: 3542.057373
	Iteration 26Q: 3 clusters Score -196978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196979.359375 Penalty: 3542.057373
	Iteration 27Q: 3 clusters Score -196979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -196979.359375 Penalty: 3542.057373
	Iteration 28F: 3 clusters Score -196979.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 46652 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 599 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 53667 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54015 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 30266 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46268 members 
Mstep: Class 27 contains 45381 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 664 members 
Entering Unmasked Estep 
Score: -137145584.000000 Penalty: 97259.320312
Splitting cluster 12 changes total score from -137147344.000000 to -137145584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -99446.695312 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -99446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -97856.882812 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -97856.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98059.265625 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -98059.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98137.078125 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -98137.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -98164.859375 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -98164.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98178.148438 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -98178.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -98183.257812 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -98183.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -98185.398438 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -98185.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98189.140625 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -98189.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -98196.203125 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -98196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98197.601562 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -98197.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98203.156250 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -98203.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98203.156250 Penalty: 3144.818115
	Iteration 11F: 3 clusters Score -98203.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -136478.609375 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -136478.6 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 389 members 
Entering Unmasked Estep 
Score: -134810.187500 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -134810.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -135314.281250 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -135314.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -135689.250000 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -135689.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136029.250000 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -136029.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136307.453125 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -136307.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -136482.984375 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -136483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136685.312500 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -136685.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -136850.718750 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -136850.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -136979.171875 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -136979.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137005.890625 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -137005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -137021.078125 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -137021.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137030.484375 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -137030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137032.984375 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -137033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -137032.984375 Penalty: 3309.955811
	Iteration 13F: 3 clusters Score -137033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 46652 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 200 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 53667 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54015 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 30266 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46268 members 
Mstep: Class 27 contains 45381 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 591 members 
Entering Unmasked Estep 
Score: -137146000.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137147344.000000 to -137146000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (50568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Entering Unmasked Estep 
Score: -9446962.000000 Penalty: 2686.106201
	Iteration 0F: 2 clusters Score -9446962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9414435.000000 Penalty: 5372.212402
	Iteration 0F: 3 clusters Score -9414435 nChanged 23289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -9426998.000000 Penalty: 5372.212402
	Iteration 1F: 3 clusters Score -9426998 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -9427474.000000 Penalty: 5372.212402
	Iteration 2Q: 3 clusters Score -9427474 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -9428023.000000 Penalty: 5372.212402
	Iteration 3Q: 3 clusters Score -9428023 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -9428556.000000 Penalty: 5372.212402
	Iteration 4Q: 3 clusters Score -9428556 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -9429252.000000 Penalty: 5372.212402
	Iteration 5Q: 3 clusters Score -9429252 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -9430152.000000 Penalty: 5372.212402
	Iteration 6Q: 3 clusters Score -9430152 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -9431576.000000 Penalty: 5372.212402
	Iteration 7F: 3 clusters Score -9431576 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -9433766.000000 Penalty: 5372.212402
	Iteration 8F: 3 clusters Score -9433766 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39895 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -9436691.000000 Penalty: 5372.212402
	Iteration 9F: 3 clusters Score -9436691 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -9439701.000000 Penalty: 5372.212402
	Iteration 10F: 3 clusters Score -9439701 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -9442237.000000 Penalty: 5372.212402
	Iteration 11F: 3 clusters Score -9442237 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9443615.000000 Penalty: 5372.212402
	Iteration 12Q: 3 clusters Score -9443615 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9444199.000000 Penalty: 5372.212402
	Iteration 13Q: 3 clusters Score -9444199 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9444457.000000 Penalty: 5372.212402
	Iteration 14Q: 3 clusters Score -9444457 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9444589.000000 Penalty: 5372.212402
	Iteration 15Q: 3 clusters Score -9444589 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9444675.000000 Penalty: 5372.212402
	Iteration 16Q: 3 clusters Score -9444675 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50127 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9444727.000000 Penalty: 5372.212402
	Iteration 17Q: 3 clusters Score -9444727 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9444743.000000 Penalty: 5372.212402
	Iteration 18Q: 3 clusters Score -9444743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9444771.000000 Penalty: 5372.212402
	Iteration 19Q: 3 clusters Score -9444771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9444773.000000 Penalty: 5372.212402
	Iteration 20F: 3 clusters Score -9444773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9444786.000000 Penalty: 5372.212402
	Iteration 21Q: 3 clusters Score -9444786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9444799.000000 Penalty: 5372.212402
	Iteration 22Q: 3 clusters Score -9444799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9444808.000000 Penalty: 5372.212402
	Iteration 23Q: 3 clusters Score -9444808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50242 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9444807.000000 Penalty: 5372.212402
	Iteration 24Q: 3 clusters Score -9444807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9444816.000000 Penalty: 5372.212402
	Iteration 25Q: 3 clusters Score -9444816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9444823.000000 Penalty: 5372.212402
	Iteration 26Q: 3 clusters Score -9444823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9444821.000000 Penalty: 5372.212402
	Iteration 27Q: 3 clusters Score -9444821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9444819.000000 Penalty: 5372.212402
	Iteration 28Q: 3 clusters Score -9444819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9444819.000000 Penalty: 5372.212402
	Iteration 29F: 3 clusters Score -9444819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Entering Unmasked Estep 
Score: -10082545.000000 Penalty: 2700.857178
	Iteration 0F: 2 clusters Score -1.008254e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -10050378.000000 Penalty: 5401.714355
	Iteration 0F: 3 clusters Score -1.005038e+07 nChanged 24787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -10063977.000000 Penalty: 5401.714355
	Iteration 1F: 3 clusters Score -1.006398e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -10064588.000000 Penalty: 5401.714355
	Iteration 2Q: 3 clusters Score -1.006459e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -10065200.000000 Penalty: 5401.714355
	Iteration 3Q: 3 clusters Score -1.00652e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -10066068.000000 Penalty: 5401.714355
	Iteration 4Q: 3 clusters Score -1.006607e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -10067269.000000 Penalty: 5401.714355
	Iteration 5Q: 3 clusters Score -1.006727e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -10069060.000000 Penalty: 5401.714355
	Iteration 6F: 3 clusters Score -1.006906e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -10071402.000000 Penalty: 5401.714355
	Iteration 7F: 3 clusters Score -1.00714e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -10074045.000000 Penalty: 5401.714355
	Iteration 8F: 3 clusters Score -1.007404e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -10076183.000000 Penalty: 5401.714355
	Iteration 9F: 3 clusters Score -1.007618e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -10077678.000000 Penalty: 5401.714355
	Iteration 10Q: 3 clusters Score -1.007768e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -10078487.000000 Penalty: 5401.714355
	Iteration 11Q: 3 clusters Score -1.007849e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -10078982.000000 Penalty: 5401.714355
	Iteration 12Q: 3 clusters Score -1.007898e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -10079251.000000 Penalty: 5401.714355
	Iteration 13Q: 3 clusters Score -1.007925e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -10079331.000000 Penalty: 5401.714355
	Iteration 14Q: 3 clusters Score -1.007933e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -10079634.000000 Penalty: 5401.714355
	Iteration 15Q: 3 clusters Score -1.007963e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -10079878.000000 Penalty: 5401.714355
	Iteration 16Q: 3 clusters Score -1.007988e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -10080049.000000 Penalty: 5401.714355
	Iteration 17Q: 3 clusters Score -1.008005e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -10080272.000000 Penalty: 5401.714355
	Iteration 18Q: 3 clusters Score -1.008027e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -10080405.000000 Penalty: 5401.714355
	Iteration 19Q: 3 clusters Score -1.00804e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -10080468.000000 Penalty: 5401.714355
	Iteration 20F: 3 clusters Score -1.008047e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -10080538.000000 Penalty: 5401.714355
	Iteration 21Q: 3 clusters Score -1.008054e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -10080622.000000 Penalty: 5401.714355
	Iteration 22Q: 3 clusters Score -1.008062e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -10080704.000000 Penalty: 5401.714355
	Iteration 23Q: 3 clusters Score -1.00807e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -10080745.000000 Penalty: 5401.714355
	Iteration 24Q: 3 clusters Score -1.008074e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10080786.000000 Penalty: 5401.714355
	Iteration 25Q: 3 clusters Score -1.008079e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -10080766.000000 Penalty: 5401.714355
	Iteration 26Q: 3 clusters Score -1.008077e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50634 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -10080756.000000 Penalty: 5401.714355
	Iteration 27Q: 3 clusters Score -1.008076e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10080718.000000 Penalty: 5401.714355
	Iteration 28Q: 3 clusters Score -1.008072e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -10080725.000000 Penalty: 5401.714355
	Iteration 29Q: 3 clusters Score -1.008072e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -10080742.000000 Penalty: 5401.714355
	Iteration 30Q: 3 clusters Score -1.008074e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -10080750.000000 Penalty: 5401.714355
	Iteration 31Q: 3 clusters Score -1.008075e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10080706.000000 Penalty: 5401.714355
	Iteration 32Q: 3 clusters Score -1.008071e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -10080694.000000 Penalty: 5401.714355
	Iteration 33Q: 3 clusters Score -1.008069e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51778 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10080691.000000 Penalty: 5401.714355
	Iteration 34Q: 3 clusters Score -1.008069e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10080680.000000 Penalty: 5401.714355
	Iteration 35Q: 3 clusters Score -1.008068e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10080688.000000 Penalty: 5401.714355
	Iteration 36Q: 3 clusters Score -1.008069e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52069 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10080660.000000 Penalty: 5401.714355
	Iteration 37Q: 3 clusters Score -1.008066e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52144 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10080656.000000 Penalty: 5401.714355
	Iteration 38Q: 3 clusters Score -1.008066e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10080657.000000 Penalty: 5401.714355
	Iteration 39Q: 3 clusters Score -1.008066e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52304 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10080640.000000 Penalty: 5401.714355
	Iteration 40F: 3 clusters Score -1.008064e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10080617.000000 Penalty: 5401.714355
	Iteration 41Q: 3 clusters Score -1.008062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -10080612.000000 Penalty: 5401.714355
	Iteration 42Q: 3 clusters Score -1.008061e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10080622.000000 Penalty: 5401.714355
	Iteration 43Q: 3 clusters Score -1.008062e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52569 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10080633.000000 Penalty: 5401.714355
	Iteration 44Q: 3 clusters Score -1.008063e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10080619.000000 Penalty: 5401.714355
	Iteration 45Q: 3 clusters Score -1.008062e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10080602.000000 Penalty: 5401.714355
	Iteration 46Q: 3 clusters Score -1.00806e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10080595.000000 Penalty: 5401.714355
	Iteration 47Q: 3 clusters Score -1.00806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52729 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10080599.000000 Penalty: 5401.714355
	Iteration 48Q: 3 clusters Score -1.00806e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10080595.000000 Penalty: 5401.714355
	Iteration 49Q: 3 clusters Score -1.00806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10080605.000000 Penalty: 5401.714355
	Iteration 50Q: 3 clusters Score -1.00806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10080603.000000 Penalty: 5401.714355
	Iteration 51Q: 3 clusters Score -1.00806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10080609.000000 Penalty: 5401.714355
	Iteration 52Q: 3 clusters Score -1.008061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10080594.000000 Penalty: 5401.714355
	Iteration 53Q: 3 clusters Score -1.008059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10080591.000000 Penalty: 5401.714355
	Iteration 54Q: 3 clusters Score -1.008059e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52836 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -10080583.000000 Penalty: 5401.714355
	Iteration 55Q: 3 clusters Score -1.008058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52838 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -10080601.000000 Penalty: 5401.714355
	Iteration 56Q: 3 clusters Score -1.00806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10080587.000000 Penalty: 5401.714355
	Iteration 57Q: 3 clusters Score -1.008059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10080572.000000 Penalty: 5401.714355
	Iteration 58Q: 3 clusters Score -1.008057e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52855 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -10080579.000000 Penalty: 5401.714355
	Iteration 59Q: 3 clusters Score -1.008058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -10080573.000000 Penalty: 5401.714355
	Iteration 60F: 3 clusters Score -1.008057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -10080579.000000 Penalty: 5401.714355
	Iteration 61Q: 3 clusters Score -1.008058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10080570.000000 Penalty: 5401.714355
	Iteration 62Q: 3 clusters Score -1.008057e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10080576.000000 Penalty: 5401.714355
	Iteration 63Q: 3 clusters Score -1.008058e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52875 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -10080579.000000 Penalty: 5401.714355
	Iteration 64Q: 3 clusters Score -1.008058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10080578.000000 Penalty: 5401.714355
	Iteration 65Q: 3 clusters Score -1.008058e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10080556.000000 Penalty: 5401.714355
	Iteration 66Q: 3 clusters Score -1.008056e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10080553.000000 Penalty: 5401.714355
	Iteration 67Q: 3 clusters Score -1.008055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -10080557.000000 Penalty: 5401.714355
	Iteration 68Q: 3 clusters Score -1.008056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10080548.000000 Penalty: 5401.714355
	Iteration 69Q: 3 clusters Score -1.008055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10080552.000000 Penalty: 5401.714355
	Iteration 70Q: 3 clusters Score -1.008055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10080566.000000 Penalty: 5401.714355
	Iteration 71Q: 3 clusters Score -1.008057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -10080571.000000 Penalty: 5401.714355
	Iteration 72Q: 3 clusters Score -1.008057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10080567.000000 Penalty: 5401.714355
	Iteration 73Q: 3 clusters Score -1.008057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10080564.000000 Penalty: 5401.714355
	Iteration 74Q: 3 clusters Score -1.008056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10080564.000000 Penalty: 5401.714355
	Iteration 75F: 3 clusters Score -1.008056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -535879.812500 Penalty: 1986.651489
	Iteration 0F: 2 clusters Score -535879.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -532649.250000 Penalty: 3973.302979
	Iteration 0F: 3 clusters Score -532649.2 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -533435.187500 Penalty: 3973.302979
	Iteration 1F: 3 clusters Score -533435.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -533719.812500 Penalty: 3973.302979
	Iteration 2F: 3 clusters Score -533719.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -533946.062500 Penalty: 3973.302979
	Iteration 3F: 3 clusters Score -533946.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -534175.125000 Penalty: 3973.302979
	Iteration 4F: 3 clusters Score -534175.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -534401.312500 Penalty: 3973.302979
	Iteration 5F: 3 clusters Score -534401.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -534608.250000 Penalty: 3973.302979
	Iteration 6Q: 3 clusters Score -534608.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -534758.937500 Penalty: 3973.302979
	Iteration 7Q: 3 clusters Score -534758.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -534873.375000 Penalty: 3973.302979
	Iteration 8Q: 3 clusters Score -534873.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -534960.500000 Penalty: 3973.302979
	Iteration 9Q: 3 clusters Score -534960.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -535005.562500 Penalty: 3973.302979
	Iteration 10Q: 3 clusters Score -535005.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -535037.875000 Penalty: 3973.302979
	Iteration 11Q: 3 clusters Score -535037.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -535053.625000 Penalty: 3973.302979
	Iteration 12Q: 3 clusters Score -535053.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -535060.375000 Penalty: 3973.302979
	Iteration 13Q: 3 clusters Score -535060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -535065.812500 Penalty: 3973.302979
	Iteration 14Q: 3 clusters Score -535065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -535070.687500 Penalty: 3973.302979
	Iteration 15Q: 3 clusters Score -535070.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -535074.000000 Penalty: 3973.302979
	Iteration 16Q: 3 clusters Score -535074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -535076.125000 Penalty: 3973.302979
	Iteration 17Q: 3 clusters Score -535076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -535077.937500 Penalty: 3973.302979
	Iteration 18Q: 3 clusters Score -535077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -535078.687500 Penalty: 3973.302979
	Iteration 19Q: 3 clusters Score -535078.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -535082.687500 Penalty: 3973.302979
	Iteration 20F: 3 clusters Score -535082.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -535083.625000 Penalty: 3973.302979
	Iteration 21Q: 3 clusters Score -535083.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -535084.625000 Penalty: 3973.302979
	Iteration 22Q: 3 clusters Score -535084.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -535086.687500 Penalty: 3973.302979
	Iteration 23Q: 3 clusters Score -535086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -535090.062500 Penalty: 3973.302979
	Iteration 24Q: 3 clusters Score -535090.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -535094.062500 Penalty: 3973.302979
	Iteration 25Q: 3 clusters Score -535094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -535097.312500 Penalty: 3973.302979
	Iteration 26Q: 3 clusters Score -535097.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -535097.312500 Penalty: 3973.302979
	Iteration 27F: 3 clusters Score -535097.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -113442.750000 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -113442.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111769.078125 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -111769.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -112514.765625 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -112514.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -112821.781250 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -112821.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -112921.078125 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -112921.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -112975.664062 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -112975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -113021.953125 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -113022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -113096.906250 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -113096.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113130.953125 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -113131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113153.382812 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -113153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113171.132812 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -113171.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113181.484375 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -113181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113189.703125 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -113189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113191.117188 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -113191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -113194.609375 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -113194.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113207.367188 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -113207.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113232.359375 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -113232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -113245.765625 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -113245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113263.101562 Penalty: 3353.165527
	Iteration 17Q: 3 clusters Score -113263.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -113267.718750 Penalty: 3353.165527
	Iteration 18Q: 3 clusters Score -113267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -113271.250000 Penalty: 3353.165527
	Iteration 19Q: 3 clusters Score -113271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113277.703125 Penalty: 3353.165527
	Iteration 20F: 3 clusters Score -113277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -113295.093750 Penalty: 3353.165527
	Iteration 21Q: 3 clusters Score -113295.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113332.117188 Penalty: 3353.165527
	Iteration 22Q: 3 clusters Score -113332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113366.695312 Penalty: 3353.165527
	Iteration 23Q: 3 clusters Score -113366.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -113384.101562 Penalty: 3353.165527
	Iteration 24Q: 3 clusters Score -113384.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -113398.648438 Penalty: 3353.165527
	Iteration 25Q: 3 clusters Score -113398.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -113413.804688 Penalty: 3353.165527
	Iteration 26Q: 3 clusters Score -113413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -113448.687500 Penalty: 3353.165527
	Iteration 27Q: 3 clusters Score -113448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -113484.382812 Penalty: 3353.165527
	Iteration 28Q: 3 clusters Score -113484.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -113517.203125 Penalty: 3353.165527
	Iteration 29Q: 3 clusters Score -113517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113523.000000 Penalty: 3353.165527
	Iteration 30Q: 3 clusters Score -113523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113525.539062 Penalty: 3353.165527
	Iteration 31Q: 3 clusters Score -113525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -113525.539062 Penalty: 3353.165527
	Iteration 32F: 3 clusters Score -113525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 46652 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 53667 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 357 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54015 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 30266 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46268 members 
Mstep: Class 27 contains 45381 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
Score: -137145728.000000 Penalty: 97259.320312
Splitting cluster 18 changes total score from -137147344.000000 to -137145728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (26123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Entering Unmasked Estep 
Score: -4894939.500000 Penalty: 2522.301758
	Iteration 0F: 2 clusters Score -4894940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -4877017.500000 Penalty: 5044.603516
	Iteration 0F: 3 clusters Score -4877018 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -4883124.000000 Penalty: 5044.603516
	Iteration 1F: 3 clusters Score -4883124 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -4883542.000000 Penalty: 5044.603516
	Iteration 2Q: 3 clusters Score -4883542 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -4883905.000000 Penalty: 5044.603516
	Iteration 3Q: 3 clusters Score -4883905 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -4884251.000000 Penalty: 5044.603516
	Iteration 4Q: 3 clusters Score -4884251 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4884695.500000 Penalty: 5044.603516
	Iteration 5Q: 3 clusters Score -4884696 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -4885273.000000 Penalty: 5044.603516
	Iteration 6Q: 3 clusters Score -4885273 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -4886103.500000 Penalty: 5044.603516
	Iteration 7F: 3 clusters Score -4886104 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -4887243.000000 Penalty: 5044.603516
	Iteration 8F: 3 clusters Score -4887243 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4888496.000000 Penalty: 5044.603516
	Iteration 9F: 3 clusters Score -4888496 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -4889845.000000 Penalty: 5044.603516
	Iteration 10F: 3 clusters Score -4889845 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -4890936.500000 Penalty: 5044.603516
	Iteration 11Q: 3 clusters Score -4890936 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4891690.000000 Penalty: 5044.603516
	Iteration 12Q: 3 clusters Score -4891690 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4892116.500000 Penalty: 5044.603516
	Iteration 13Q: 3 clusters Score -4892116 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4892364.000000 Penalty: 5044.603516
	Iteration 14Q: 3 clusters Score -4892364 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4892517.000000 Penalty: 5044.603516
	Iteration 15Q: 3 clusters Score -4892517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4892601.000000 Penalty: 5044.603516
	Iteration 16Q: 3 clusters Score -4892601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4892654.500000 Penalty: 5044.603516
	Iteration 17Q: 3 clusters Score -4892654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4892677.000000 Penalty: 5044.603516
	Iteration 18Q: 3 clusters Score -4892677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4892694.500000 Penalty: 5044.603516
	Iteration 19Q: 3 clusters Score -4892694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4892707.500000 Penalty: 5044.603516
	Iteration 20F: 3 clusters Score -4892708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4892713.000000 Penalty: 5044.603516
	Iteration 21Q: 3 clusters Score -4892713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4892731.500000 Penalty: 5044.603516
	Iteration 22Q: 3 clusters Score -4892732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4892744.500000 Penalty: 5044.603516
	Iteration 23Q: 3 clusters Score -4892744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4892755.000000 Penalty: 5044.603516
	Iteration 24Q: 3 clusters Score -4892755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4892765.500000 Penalty: 5044.603516
	Iteration 25Q: 3 clusters Score -4892766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4892774.500000 Penalty: 5044.603516
	Iteration 26Q: 3 clusters Score -4892774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4892773.500000 Penalty: 5044.603516
	Iteration 27Q: 3 clusters Score -4892774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4892781.500000 Penalty: 5044.603516
	Iteration 28Q: 3 clusters Score -4892782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4892784.000000 Penalty: 5044.603516
	Iteration 29Q: 3 clusters Score -4892784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4892785.500000 Penalty: 5044.603516
	Iteration 30Q: 3 clusters Score -4892786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4892785.000000 Penalty: 5044.603516
	Iteration 31Q: 3 clusters Score -4892785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4892785.000000 Penalty: 5044.603516
	Iteration 32F: 3 clusters Score -4892785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Entering Unmasked Estep 
Score: -10147025.000000 Penalty: 2702.460449
	Iteration 0F: 2 clusters Score -1.014702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -10115948.000000 Penalty: 5404.920898
	Iteration 0F: 3 clusters Score -1.011595e+07 nChanged 25135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -10129749.000000 Penalty: 5404.920898
	Iteration 1F: 3 clusters Score -1.012975e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -10130253.000000 Penalty: 5404.920898
	Iteration 2Q: 3 clusters Score -1.013025e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -10130830.000000 Penalty: 5404.920898
	Iteration 3Q: 3 clusters Score -1.013083e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -10131361.000000 Penalty: 5404.920898
	Iteration 4Q: 3 clusters Score -1.013136e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -10132112.000000 Penalty: 5404.920898
	Iteration 5Q: 3 clusters Score -1.013211e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -10133070.000000 Penalty: 5404.920898
	Iteration 6Q: 3 clusters Score -1.013307e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -10134383.000000 Penalty: 5404.920898
	Iteration 7F: 3 clusters Score -1.013438e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -10136408.000000 Penalty: 5404.920898
	Iteration 8F: 3 clusters Score -1.013641e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -10139035.000000 Penalty: 5404.920898
	Iteration 9F: 3 clusters Score -1.013904e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -10141172.000000 Penalty: 5404.920898
	Iteration 10F: 3 clusters Score -1.014117e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -10142818.000000 Penalty: 5404.920898
	Iteration 11Q: 3 clusters Score -1.014282e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -10143959.000000 Penalty: 5404.920898
	Iteration 12Q: 3 clusters Score -1.014396e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -10144705.000000 Penalty: 5404.920898
	Iteration 13Q: 3 clusters Score -1.01447e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -10145283.000000 Penalty: 5404.920898
	Iteration 14Q: 3 clusters Score -1.014528e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -10145643.000000 Penalty: 5404.920898
	Iteration 15Q: 3 clusters Score -1.014564e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -10145844.000000 Penalty: 5404.920898
	Iteration 16Q: 3 clusters Score -1.014584e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -10145964.000000 Penalty: 5404.920898
	Iteration 17Q: 3 clusters Score -1.014596e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -10146036.000000 Penalty: 5404.920898
	Iteration 18Q: 3 clusters Score -1.014604e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -10145912.000000 Penalty: 5404.920898
	Iteration 19Q: 3 clusters Score -1.014591e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -10145823.000000 Penalty: 5404.920898
	Iteration 20F: 3 clusters Score -1.014582e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51727 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -10145666.000000 Penalty: 5404.920898
	Iteration 21Q: 3 clusters Score -1.014567e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -10145462.000000 Penalty: 5404.920898
	Iteration 22Q: 3 clusters Score -1.014546e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -10145273.000000 Penalty: 5404.920898
	Iteration 23Q: 3 clusters Score -1.014527e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10145189.000000 Penalty: 5404.920898
	Iteration 24Q: 3 clusters Score -1.014519e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -10145136.000000 Penalty: 5404.920898
	Iteration 25Q: 3 clusters Score -1.014514e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10145078.000000 Penalty: 5404.920898
	Iteration 26Q: 3 clusters Score -1.014508e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10145055.000000 Penalty: 5404.920898
	Iteration 27Q: 3 clusters Score -1.014506e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -10145032.000000 Penalty: 5404.920898
	Iteration 28Q: 3 clusters Score -1.014503e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10144985.000000 Penalty: 5404.920898
	Iteration 29Q: 3 clusters Score -1.014498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10144980.000000 Penalty: 5404.920898
	Iteration 30Q: 3 clusters Score -1.014498e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53319 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -10144974.000000 Penalty: 5404.920898
	Iteration 31Q: 3 clusters Score -1.014497e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -10144991.000000 Penalty: 5404.920898
	Iteration 32Q: 3 clusters Score -1.014499e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10145003.000000 Penalty: 5404.920898
	Iteration 33Q: 3 clusters Score -1.0145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -10145001.000000 Penalty: 5404.920898
	Iteration 34Q: 3 clusters Score -1.0145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10145004.000000 Penalty: 5404.920898
	Iteration 35Q: 3 clusters Score -1.0145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -10145002.000000 Penalty: 5404.920898
	Iteration 36Q: 3 clusters Score -1.0145e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10145020.000000 Penalty: 5404.920898
	Iteration 37Q: 3 clusters Score -1.014502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10145011.000000 Penalty: 5404.920898
	Iteration 38Q: 3 clusters Score -1.014501e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -10145009.000000 Penalty: 5404.920898
	Iteration 39Q: 3 clusters Score -1.014501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -10145022.000000 Penalty: 5404.920898
	Iteration 40F: 3 clusters Score -1.014502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -10145020.000000 Penalty: 5404.920898
	Iteration 41Q: 3 clusters Score -1.014502e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10145038.000000 Penalty: 5404.920898
	Iteration 42Q: 3 clusters Score -1.014504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10145036.000000 Penalty: 5404.920898
	Iteration 43Q: 3 clusters Score -1.014504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53446 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -10145035.000000 Penalty: 5404.920898
	Iteration 44Q: 3 clusters Score -1.014504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10145046.000000 Penalty: 5404.920898
	Iteration 45Q: 3 clusters Score -1.014505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10145052.000000 Penalty: 5404.920898
	Iteration 46Q: 3 clusters Score -1.014505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10145043.000000 Penalty: 5404.920898
	Iteration 47Q: 3 clusters Score -1.014504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10145056.000000 Penalty: 5404.920898
	Iteration 48Q: 3 clusters Score -1.014506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53465 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10145052.000000 Penalty: 5404.920898
	Iteration 49Q: 3 clusters Score -1.014505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -10145061.000000 Penalty: 5404.920898
	Iteration 50Q: 3 clusters Score -1.014506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10145053.000000 Penalty: 5404.920898
	Iteration 51Q: 3 clusters Score -1.014505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10145061.000000 Penalty: 5404.920898
	Iteration 52Q: 3 clusters Score -1.014506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -10145055.000000 Penalty: 5404.920898
	Iteration 53Q: 3 clusters Score -1.014506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -10145050.000000 Penalty: 5404.920898
	Iteration 54Q: 3 clusters Score -1.014505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10145058.000000 Penalty: 5404.920898
	Iteration 55Q: 3 clusters Score -1.014506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10145055.000000 Penalty: 5404.920898
	Iteration 56Q: 3 clusters Score -1.014506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10145059.000000 Penalty: 5404.920898
	Iteration 57Q: 3 clusters Score -1.014506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53494 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10145056.000000 Penalty: 5404.920898
	Iteration 58Q: 3 clusters Score -1.014506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10145046.000000 Penalty: 5404.920898
	Iteration 59Q: 3 clusters Score -1.014505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10145044.000000 Penalty: 5404.920898
	Iteration 60F: 3 clusters Score -1.014504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10145038.000000 Penalty: 5404.920898
	Iteration 61Q: 3 clusters Score -1.014504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10145041.000000 Penalty: 5404.920898
	Iteration 62Q: 3 clusters Score -1.014504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10145038.000000 Penalty: 5404.920898
	Iteration 63Q: 3 clusters Score -1.014504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -10145038.000000 Penalty: 5404.920898
	Iteration 64F: 3 clusters Score -1.014504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Entering Unmasked Estep 
Score: -2018774.125000 Penalty: 2305.695801
	Iteration 0F: 2 clusters Score -2018774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2010561.750000 Penalty: 4611.391602
	Iteration 0F: 3 clusters Score -2010562 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2013042.875000 Penalty: 4611.391602
	Iteration 1F: 3 clusters Score -2013043 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2013390.000000 Penalty: 4611.391602
	Iteration 2F: 3 clusters Score -2013390 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2013738.250000 Penalty: 4611.391602
	Iteration 3F: 3 clusters Score -2013738 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -2014072.625000 Penalty: 4611.391602
	Iteration 4Q: 3 clusters Score -2014073 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2014423.000000 Penalty: 4611.391602
	Iteration 5Q: 3 clusters Score -2014423 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2014782.875000 Penalty: 4611.391602
	Iteration 6F: 3 clusters Score -2014783 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2015180.625000 Penalty: 4611.391602
	Iteration 7F: 3 clusters Score -2015181 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2015657.250000 Penalty: 4611.391602
	Iteration 8F: 3 clusters Score -2015657 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2016187.250000 Penalty: 4611.391602
	Iteration 9F: 3 clusters Score -2016187 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2016607.000000 Penalty: 4611.391602
	Iteration 10Q: 3 clusters Score -2016607 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2016848.875000 Penalty: 4611.391602
	Iteration 11Q: 3 clusters Score -2016849 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2016972.000000 Penalty: 4611.391602
	Iteration 12Q: 3 clusters Score -2016972 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2017049.750000 Penalty: 4611.391602
	Iteration 13Q: 3 clusters Score -2017050 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2017088.000000 Penalty: 4611.391602
	Iteration 14Q: 3 clusters Score -2017088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2017128.125000 Penalty: 4611.391602
	Iteration 15Q: 3 clusters Score -2017128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2017160.500000 Penalty: 4611.391602
	Iteration 16Q: 3 clusters Score -2017160 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2017190.375000 Penalty: 4611.391602
	Iteration 17Q: 3 clusters Score -2017190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2017222.625000 Penalty: 4611.391602
	Iteration 18Q: 3 clusters Score -2017223 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2017256.875000 Penalty: 4611.391602
	Iteration 19Q: 3 clusters Score -2017257 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2017285.875000 Penalty: 4611.391602
	Iteration 20F: 3 clusters Score -2017286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -2017313.125000 Penalty: 4611.391602
	Iteration 21Q: 3 clusters Score -2017313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2017331.375000 Penalty: 4611.391602
	Iteration 22Q: 3 clusters Score -2017331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2017349.875000 Penalty: 4611.391602
	Iteration 23Q: 3 clusters Score -2017350 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2017363.250000 Penalty: 4611.391602
	Iteration 24Q: 3 clusters Score -2017363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2017371.375000 Penalty: 4611.391602
	Iteration 25Q: 3 clusters Score -2017371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2017378.750000 Penalty: 4611.391602
	Iteration 26Q: 3 clusters Score -2017379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2017382.500000 Penalty: 4611.391602
	Iteration 27Q: 3 clusters Score -2017382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2017385.875000 Penalty: 4611.391602
	Iteration 28Q: 3 clusters Score -2017386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2017388.750000 Penalty: 4611.391602
	Iteration 29Q: 3 clusters Score -2017389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2017391.500000 Penalty: 4611.391602
	Iteration 30Q: 3 clusters Score -2017392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2017387.875000 Penalty: 4611.391602
	Iteration 31Q: 3 clusters Score -2017388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2017392.250000 Penalty: 4611.391602
	Iteration 32Q: 3 clusters Score -2017392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2017390.625000 Penalty: 4611.391602
	Iteration 33Q: 3 clusters Score -2017391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2017391.125000 Penalty: 4611.391602
	Iteration 34Q: 3 clusters Score -2017391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2017390.125000 Penalty: 4611.391602
	Iteration 35Q: 3 clusters Score -2017390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2017389.625000 Penalty: 4611.391602
	Iteration 36Q: 3 clusters Score -2017390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2017393.375000 Penalty: 4611.391602
	Iteration 37Q: 3 clusters Score -2017393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2017392.750000 Penalty: 4611.391602
	Iteration 38Q: 3 clusters Score -2017393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2017394.875000 Penalty: 4611.391602
	Iteration 39Q: 3 clusters Score -2017395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2017398.625000 Penalty: 4611.391602
	Iteration 40F: 3 clusters Score -2017399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2017400.125000 Penalty: 4611.391602
	Iteration 41Q: 3 clusters Score -2017400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2017396.000000 Penalty: 4611.391602
	Iteration 42Q: 3 clusters Score -2017396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2017397.750000 Penalty: 4611.391602
	Iteration 43Q: 3 clusters Score -2017398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2017400.375000 Penalty: 4611.391602
	Iteration 44Q: 3 clusters Score -2017400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2017400.125000 Penalty: 4611.391602
	Iteration 45Q: 3 clusters Score -2017400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2017402.625000 Penalty: 4611.391602
	Iteration 46Q: 3 clusters Score -2017403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2017401.375000 Penalty: 4611.391602
	Iteration 47Q: 3 clusters Score -2017401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2017402.500000 Penalty: 4611.391602
	Iteration 48Q: 3 clusters Score -2017402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2017403.000000 Penalty: 4611.391602
	Iteration 49Q: 3 clusters Score -2017403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2017401.500000 Penalty: 4611.391602
	Iteration 50Q: 3 clusters Score -2017402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2017401.500000 Penalty: 4611.391602
	Iteration 51F: 3 clusters Score -2017402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Entering Unmasked Estep 
Score: -5498872.000000 Penalty: 2558.809570
	Iteration 0F: 2 clusters Score -5498872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -5478129.500000 Penalty: 5117.619141
	Iteration 0F: 3 clusters Score -5478130 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -5485522.000000 Penalty: 5117.619141
	Iteration 1F: 3 clusters Score -5485522 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5485986.000000 Penalty: 5117.619141
	Iteration 2Q: 3 clusters Score -5485986 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5486464.000000 Penalty: 5117.619141
	Iteration 3Q: 3 clusters Score -5486464 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -5486982.500000 Penalty: 5117.619141
	Iteration 4Q: 3 clusters Score -5486982 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5487525.500000 Penalty: 5117.619141
	Iteration 5Q: 3 clusters Score -5487526 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5488102.500000 Penalty: 5117.619141
	Iteration 6Q: 3 clusters Score -5488102 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5488930.500000 Penalty: 5117.619141
	Iteration 7Q: 3 clusters Score -5488930 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5490124.000000 Penalty: 5117.619141
	Iteration 8F: 3 clusters Score -5490124 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -5491693.500000 Penalty: 5117.619141
	Iteration 9F: 3 clusters Score -5491694 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -5493366.500000 Penalty: 5117.619141
	Iteration 10F: 3 clusters Score -5493366 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5494737.500000 Penalty: 5117.619141
	Iteration 11F: 3 clusters Score -5494738 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -5495630.500000 Penalty: 5117.619141
	Iteration 12Q: 3 clusters Score -5495630 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5496153.500000 Penalty: 5117.619141
	Iteration 13Q: 3 clusters Score -5496154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5496386.500000 Penalty: 5117.619141
	Iteration 14Q: 3 clusters Score -5496386 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -5496505.000000 Penalty: 5117.619141
	Iteration 15Q: 3 clusters Score -5496505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -5496566.000000 Penalty: 5117.619141
	Iteration 16Q: 3 clusters Score -5496566 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5496613.000000 Penalty: 5117.619141
	Iteration 17Q: 3 clusters Score -5496613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -5496628.500000 Penalty: 5117.619141
	Iteration 18Q: 3 clusters Score -5496628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5496653.000000 Penalty: 5117.619141
	Iteration 19Q: 3 clusters Score -5496653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -5496667.000000 Penalty: 5117.619141
	Iteration 20F: 3 clusters Score -5496667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -5496668.500000 Penalty: 5117.619141
	Iteration 21Q: 3 clusters Score -5496668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5496676.000000 Penalty: 5117.619141
	Iteration 22Q: 3 clusters Score -5496676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5496686.500000 Penalty: 5117.619141
	Iteration 23Q: 3 clusters Score -5496686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -5496692.500000 Penalty: 5117.619141
	Iteration 24Q: 3 clusters Score -5496692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -5496699.500000 Penalty: 5117.619141
	Iteration 25Q: 3 clusters Score -5496700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5496699.500000 Penalty: 5117.619141
	Iteration 26Q: 3 clusters Score -5496700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -5496709.500000 Penalty: 5117.619141
	Iteration 27Q: 3 clusters Score -5496710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -5496711.000000 Penalty: 5117.619141
	Iteration 28Q: 3 clusters Score -5496711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -5496720.000000 Penalty: 5117.619141
	Iteration 29Q: 3 clusters Score -5496720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5496714.000000 Penalty: 5117.619141
	Iteration 30Q: 3 clusters Score -5496714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5496714.000000 Penalty: 5117.619141
	Iteration 31F: 3 clusters Score -5496714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -438347.718750 Penalty: 1943.517700
	Iteration 0F: 2 clusters Score -438347.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -435389.125000 Penalty: 3887.035400
	Iteration 0F: 3 clusters Score -435389.1 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -436094.593750 Penalty: 3887.035400
	Iteration 1F: 3 clusters Score -436094.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -436417.000000 Penalty: 3887.035400
	Iteration 2F: 3 clusters Score -436417 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -436722.937500 Penalty: 3887.035400
	Iteration 3F: 3 clusters Score -436722.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -437058.406250 Penalty: 3887.035400
	Iteration 4F: 3 clusters Score -437058.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -437325.781250 Penalty: 3887.035400
	Iteration 5F: 3 clusters Score -437325.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -437443.437500 Penalty: 3887.035400
	Iteration 6Q: 3 clusters Score -437443.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -437519.312500 Penalty: 3887.035400
	Iteration 7Q: 3 clusters Score -437519.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -437553.218750 Penalty: 3887.035400
	Iteration 8Q: 3 clusters Score -437553.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -437575.843750 Penalty: 3887.035400
	Iteration 9Q: 3 clusters Score -437575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -437591.187500 Penalty: 3887.035400
	Iteration 10Q: 3 clusters Score -437591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -437602.156250 Penalty: 3887.035400
	Iteration 11Q: 3 clusters Score -437602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -437611.468750 Penalty: 3887.035400
	Iteration 12Q: 3 clusters Score -437611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -437620.968750 Penalty: 3887.035400
	Iteration 13Q: 3 clusters Score -437621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -437628.937500 Penalty: 3887.035400
	Iteration 14Q: 3 clusters Score -437628.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -437631.500000 Penalty: 3887.035400
	Iteration 15Q: 3 clusters Score -437631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -437633.781250 Penalty: 3887.035400
	Iteration 16Q: 3 clusters Score -437633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -437635.406250 Penalty: 3887.035400
	Iteration 17Q: 3 clusters Score -437635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -437636.781250 Penalty: 3887.035400
	Iteration 18Q: 3 clusters Score -437636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -437639.031250 Penalty: 3887.035400
	Iteration 19Q: 3 clusters Score -437639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -437639.906250 Penalty: 3887.035400
	Iteration 20F: 3 clusters Score -437639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -437640.843750 Penalty: 3887.035400
	Iteration 21Q: 3 clusters Score -437640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -437642.562500 Penalty: 3887.035400
	Iteration 22Q: 3 clusters Score -437642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -437643.250000 Penalty: 3887.035400
	Iteration 23Q: 3 clusters Score -437643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -437646.031250 Penalty: 3887.035400
	Iteration 24Q: 3 clusters Score -437646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -437648.406250 Penalty: 3887.035400
	Iteration 25Q: 3 clusters Score -437648.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -437650.593750 Penalty: 3887.035400
	Iteration 26Q: 3 clusters Score -437650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -437652.062500 Penalty: 3887.035400
	Iteration 27Q: 3 clusters Score -437652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -437655.687500 Penalty: 3887.035400
	Iteration 28Q: 3 clusters Score -437655.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -437657.281250 Penalty: 3887.035400
	Iteration 29Q: 3 clusters Score -437657.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -437657.718750 Penalty: 3887.035400
	Iteration 30Q: 3 clusters Score -437657.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -437657.718750 Penalty: 3887.035400
	Iteration 31F: 3 clusters Score -437657.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Entering Unmasked Estep 
Score: -1485677.500000 Penalty: 2227.644043
	Iteration 0F: 2 clusters Score -1485678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1479331.875000 Penalty: 4455.288086
	Iteration 0F: 3 clusters Score -1479332 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1481016.250000 Penalty: 4455.288086
	Iteration 1F: 3 clusters Score -1481016 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1481304.000000 Penalty: 4455.288086
	Iteration 2F: 3 clusters Score -1481304 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1481530.125000 Penalty: 4455.288086
	Iteration 3F: 3 clusters Score -1481530 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1481729.500000 Penalty: 4455.288086
	Iteration 4Q: 3 clusters Score -1481730 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1481948.125000 Penalty: 4455.288086
	Iteration 5Q: 3 clusters Score -1481948 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1482250.500000 Penalty: 4455.288086
	Iteration 6Q: 3 clusters Score -1482250 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1482586.750000 Penalty: 4455.288086
	Iteration 7F: 3 clusters Score -1482587 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1482907.500000 Penalty: 4455.288086
	Iteration 8F: 3 clusters Score -1482908 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1483254.125000 Penalty: 4455.288086
	Iteration 9F: 3 clusters Score -1483254 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1483548.125000 Penalty: 4455.288086
	Iteration 10Q: 3 clusters Score -1483548 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1483750.625000 Penalty: 4455.288086
	Iteration 11Q: 3 clusters Score -1483751 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1483899.625000 Penalty: 4455.288086
	Iteration 12Q: 3 clusters Score -1483900 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1484008.375000 Penalty: 4455.288086
	Iteration 13Q: 3 clusters Score -1484008 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1484066.000000 Penalty: 4455.288086
	Iteration 14Q: 3 clusters Score -1484066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1484103.125000 Penalty: 4455.288086
	Iteration 15Q: 3 clusters Score -1484103 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1484123.000000 Penalty: 4455.288086
	Iteration 16Q: 3 clusters Score -1484123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1484140.875000 Penalty: 4455.288086
	Iteration 17Q: 3 clusters Score -1484141 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1484156.750000 Penalty: 4455.288086
	Iteration 18Q: 3 clusters Score -1484157 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1484172.875000 Penalty: 4455.288086
	Iteration 19Q: 3 clusters Score -1484173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1484183.875000 Penalty: 4455.288086
	Iteration 20F: 3 clusters Score -1484184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1484200.250000 Penalty: 4455.288086
	Iteration 21Q: 3 clusters Score -1484200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1484215.750000 Penalty: 4455.288086
	Iteration 22Q: 3 clusters Score -1484216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1484224.750000 Penalty: 4455.288086
	Iteration 23Q: 3 clusters Score -1484225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1484231.875000 Penalty: 4455.288086
	Iteration 24Q: 3 clusters Score -1484232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1484235.375000 Penalty: 4455.288086
	Iteration 25Q: 3 clusters Score -1484235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1484237.125000 Penalty: 4455.288086
	Iteration 26Q: 3 clusters Score -1484237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1484242.750000 Penalty: 4455.288086
	Iteration 27Q: 3 clusters Score -1484243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1484253.750000 Penalty: 4455.288086
	Iteration 28Q: 3 clusters Score -1484254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1484256.625000 Penalty: 4455.288086
	Iteration 29Q: 3 clusters Score -1484257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1484265.750000 Penalty: 4455.288086
	Iteration 30Q: 3 clusters Score -1484266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1484269.000000 Penalty: 4455.288086
	Iteration 31Q: 3 clusters Score -1484269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1484273.250000 Penalty: 4455.288086
	Iteration 32Q: 3 clusters Score -1484273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1484279.625000 Penalty: 4455.288086
	Iteration 33Q: 3 clusters Score -1484280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1484280.875000 Penalty: 4455.288086
	Iteration 34Q: 3 clusters Score -1484281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1484287.500000 Penalty: 4455.288086
	Iteration 35Q: 3 clusters Score -1484288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1484287.125000 Penalty: 4455.288086
	Iteration 36Q: 3 clusters Score -1484287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1484293.875000 Penalty: 4455.288086
	Iteration 37Q: 3 clusters Score -1484294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1484295.250000 Penalty: 4455.288086
	Iteration 38Q: 3 clusters Score -1484295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1484296.750000 Penalty: 4455.288086
	Iteration 39Q: 3 clusters Score -1484297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1484297.375000 Penalty: 4455.288086
	Iteration 40F: 3 clusters Score -1484297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1484299.625000 Penalty: 4455.288086
	Iteration 41Q: 3 clusters Score -1484300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1484302.875000 Penalty: 4455.288086
	Iteration 42Q: 3 clusters Score -1484303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1484303.750000 Penalty: 4455.288086
	Iteration 43Q: 3 clusters Score -1484304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1484306.375000 Penalty: 4455.288086
	Iteration 44Q: 3 clusters Score -1484306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1484312.375000 Penalty: 4455.288086
	Iteration 45Q: 3 clusters Score -1484312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1484312.875000 Penalty: 4455.288086
	Iteration 46Q: 3 clusters Score -1484313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1484314.375000 Penalty: 4455.288086
	Iteration 47Q: 3 clusters Score -1484314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1484314.375000 Penalty: 4455.288086
	Iteration 48Q: 3 clusters Score -1484314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1484314.250000 Penalty: 4455.288086
	Iteration 49Q: 3 clusters Score -1484314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1484314.250000 Penalty: 4455.288086
	Iteration 50Q: 3 clusters Score -1484314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1484317.125000 Penalty: 4455.288086
	Iteration 51Q: 3 clusters Score -1484317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1484317.125000 Penalty: 4455.288086
	Iteration 52F: 3 clusters Score -1484317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -45983.105469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -45983.11 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 211 members 
Entering Unmasked Estep 
Score: -44601.960938 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -44601.96 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44780.507812 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -44780.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44861.710938 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -44861.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44909.406250 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -44909.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44928.160156 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -44928.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44935.046875 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -44935.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44940.203125 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -44940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -44952.445312 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -44952.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44953.003906 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -44953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44955.812500 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -44955.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -44957.191406 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -44957.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44957.921875 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -44957.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44957.921875 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -44957.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Entering Unmasked Estep 
Score: -8676807.000000 Penalty: 2664.066895
	Iteration 0F: 2 clusters Score -8676807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -8647769.000000 Penalty: 5328.133789
	Iteration 0F: 3 clusters Score -8647769 nChanged 21130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -8659334.000000 Penalty: 5328.133789
	Iteration 1F: 3 clusters Score -8659334 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -8659995.000000 Penalty: 5328.133789
	Iteration 2Q: 3 clusters Score -8659995 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -8660791.000000 Penalty: 5328.133789
	Iteration 3Q: 3 clusters Score -8660791 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -8661863.000000 Penalty: 5328.133789
	Iteration 4Q: 3 clusters Score -8661863 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8663385.000000 Penalty: 5328.133789
	Iteration 5F: 3 clusters Score -8663385 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -8665419.000000 Penalty: 5328.133789
	Iteration 6F: 3 clusters Score -8665419 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8668118.000000 Penalty: 5328.133789
	Iteration 7F: 3 clusters Score -8668118 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -8671134.000000 Penalty: 5328.133789
	Iteration 8F: 3 clusters Score -8671134 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8673446.000000 Penalty: 5328.133789
	Iteration 9F: 3 clusters Score -8673446 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -8674615.000000 Penalty: 5328.133789
	Iteration 10Q: 3 clusters Score -8674615 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -8675200.000000 Penalty: 5328.133789
	Iteration 11Q: 3 clusters Score -8675200 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8675493.000000 Penalty: 5328.133789
	Iteration 12Q: 3 clusters Score -8675493 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -8675740.000000 Penalty: 5328.133789
	Iteration 13Q: 3 clusters Score -8675740 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8675993.000000 Penalty: 5328.133789
	Iteration 14Q: 3 clusters Score -8675993 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -8676134.000000 Penalty: 5328.133789
	Iteration 15Q: 3 clusters Score -8676134 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -8676314.000000 Penalty: 5328.133789
	Iteration 16Q: 3 clusters Score -8676314 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8676354.000000 Penalty: 5328.133789
	Iteration 17Q: 3 clusters Score -8676354 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8676370.000000 Penalty: 5328.133789
	Iteration 18Q: 3 clusters Score -8676370 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8676327.000000 Penalty: 5328.133789
	Iteration 19Q: 3 clusters Score -8676327 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -8676331.000000 Penalty: 5328.133789
	Iteration 20F: 3 clusters Score -8676331 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 43117 members 
Entering Unmasked Estep 
Score: -8676304.000000 Penalty: 5328.133789
	Iteration 21Q: 3 clusters Score -8676304 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8676245.000000 Penalty: 5328.133789
	Iteration 22Q: 3 clusters Score -8676245 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8676148.000000 Penalty: 5328.133789
	Iteration 23Q: 3 clusters Score -8676148 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8676073.000000 Penalty: 5328.133789
	Iteration 24Q: 3 clusters Score -8676073 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8676019.000000 Penalty: 5328.133789
	Iteration 25Q: 3 clusters Score -8676019 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -8675940.000000 Penalty: 5328.133789
	Iteration 26Q: 3 clusters Score -8675940 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8675918.000000 Penalty: 5328.133789
	Iteration 27Q: 3 clusters Score -8675918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -8675883.000000 Penalty: 5328.133789
	Iteration 28Q: 3 clusters Score -8675883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8675853.000000 Penalty: 5328.133789
	Iteration 29Q: 3 clusters Score -8675853 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -8675804.000000 Penalty: 5328.133789
	Iteration 30Q: 3 clusters Score -8675804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8675770.000000 Penalty: 5328.133789
	Iteration 31Q: 3 clusters Score -8675770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8675722.000000 Penalty: 5328.133789
	Iteration 32Q: 3 clusters Score -8675722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8675708.000000 Penalty: 5328.133789
	Iteration 33Q: 3 clusters Score -8675708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8675676.000000 Penalty: 5328.133789
	Iteration 34Q: 3 clusters Score -8675676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -8675652.000000 Penalty: 5328.133789
	Iteration 35Q: 3 clusters Score -8675652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8675631.000000 Penalty: 5328.133789
	Iteration 36Q: 3 clusters Score -8675631 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -8675601.000000 Penalty: 5328.133789
	Iteration 37Q: 3 clusters Score -8675601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8675580.000000 Penalty: 5328.133789
	Iteration 38Q: 3 clusters Score -8675580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8675575.000000 Penalty: 5328.133789
	Iteration 39Q: 3 clusters Score -8675575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8675559.000000 Penalty: 5328.133789
	Iteration 40F: 3 clusters Score -8675559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -8675551.000000 Penalty: 5328.133789
	Iteration 41Q: 3 clusters Score -8675551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8675532.000000 Penalty: 5328.133789
	Iteration 42Q: 3 clusters Score -8675532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -8675530.000000 Penalty: 5328.133789
	Iteration 43Q: 3 clusters Score -8675530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -8675524.000000 Penalty: 5328.133789
	Iteration 44Q: 3 clusters Score -8675524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8675508.000000 Penalty: 5328.133789
	Iteration 45Q: 3 clusters Score -8675508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8675510.000000 Penalty: 5328.133789
	Iteration 46Q: 3 clusters Score -8675510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8675501.000000 Penalty: 5328.133789
	Iteration 47Q: 3 clusters Score -8675501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8675500.000000 Penalty: 5328.133789
	Iteration 48Q: 3 clusters Score -8675500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -8675502.000000 Penalty: 5328.133789
	Iteration 49Q: 3 clusters Score -8675502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8675500.000000 Penalty: 5328.133789
	Iteration 50Q: 3 clusters Score -8675500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8675502.000000 Penalty: 5328.133789
	Iteration 51Q: 3 clusters Score -8675502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8675488.000000 Penalty: 5328.133789
	Iteration 52Q: 3 clusters Score -8675488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -8675493.000000 Penalty: 5328.133789
	Iteration 53Q: 3 clusters Score -8675493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8675493.000000 Penalty: 5328.133789
	Iteration 54Q: 3 clusters Score -8675493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8675491.000000 Penalty: 5328.133789
	Iteration 55Q: 3 clusters Score -8675491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8675495.000000 Penalty: 5328.133789
	Iteration 56Q: 3 clusters Score -8675495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -8675491.000000 Penalty: 5328.133789
	Iteration 57Q: 3 clusters Score -8675491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -8675495.000000 Penalty: 5328.133789
	Iteration 58Q: 3 clusters Score -8675495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8675486.000000 Penalty: 5328.133789
	Iteration 59Q: 3 clusters Score -8675486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8675484.000000 Penalty: 5328.133789
	Iteration 60F: 3 clusters Score -8675484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8675476.000000 Penalty: 5328.133789
	Iteration 61Q: 3 clusters Score -8675476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
Score: -8675481.000000 Penalty: 5328.133789
	Iteration 62Q: 3 clusters Score -8675481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8675475.000000 Penalty: 5328.133789
	Iteration 63Q: 3 clusters Score -8675475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8675478.000000 Penalty: 5328.133789
	Iteration 64Q: 3 clusters Score -8675478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8675480.000000 Penalty: 5328.133789
	Iteration 65Q: 3 clusters Score -8675480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8675481.000000 Penalty: 5328.133789
	Iteration 66Q: 3 clusters Score -8675481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8675481.000000 Penalty: 5328.133789
	Iteration 67F: 3 clusters Score -8675481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (45381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Entering Unmasked Estep 
Score: -8449158.000000 Penalty: 2659.266602
	Iteration 0F: 2 clusters Score -8449158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8419237.000000 Penalty: 5318.533203
	Iteration 0F: 3 clusters Score -8419237 nChanged 20750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8430547.000000 Penalty: 5318.533203
	Iteration 1F: 3 clusters Score -8430547 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -8431076.000000 Penalty: 5318.533203
	Iteration 2Q: 3 clusters Score -8431076 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8431587.000000 Penalty: 5318.533203
	Iteration 3Q: 3 clusters Score -8431587 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -8432082.000000 Penalty: 5318.533203
	Iteration 4Q: 3 clusters Score -8432082 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8432594.000000 Penalty: 5318.533203
	Iteration 5Q: 3 clusters Score -8432594 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -8433156.000000 Penalty: 5318.533203
	Iteration 6Q: 3 clusters Score -8433156 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -8433763.000000 Penalty: 5318.533203
	Iteration 7Q: 3 clusters Score -8433763 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -8434581.000000 Penalty: 5318.533203
	Iteration 8Q: 3 clusters Score -8434581 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -8435617.000000 Penalty: 5318.533203
	Iteration 9Q: 3 clusters Score -8435617 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -8436943.000000 Penalty: 5318.533203
	Iteration 10Q: 3 clusters Score -8436943 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -8438529.000000 Penalty: 5318.533203
	Iteration 11F: 3 clusters Score -8438529 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8440025.000000 Penalty: 5318.533203
	Iteration 12Q: 3 clusters Score -8440025 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8441248.000000 Penalty: 5318.533203
	Iteration 13Q: 3 clusters Score -8441248 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -8442025.000000 Penalty: 5318.533203
	Iteration 14Q: 3 clusters Score -8442025 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -8442494.000000 Penalty: 5318.533203
	Iteration 15Q: 3 clusters Score -8442494 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -8442862.000000 Penalty: 5318.533203
	Iteration 16Q: 3 clusters Score -8442862 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -8443151.000000 Penalty: 5318.533203
	Iteration 17Q: 3 clusters Score -8443151 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -8443400.000000 Penalty: 5318.533203
	Iteration 18Q: 3 clusters Score -8443400 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -8443603.000000 Penalty: 5318.533203
	Iteration 19Q: 3 clusters Score -8443603 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -8443779.000000 Penalty: 5318.533203
	Iteration 20F: 3 clusters Score -8443779 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8443956.000000 Penalty: 5318.533203
	Iteration 21Q: 3 clusters Score -8443956 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -8444175.000000 Penalty: 5318.533203
	Iteration 22Q: 3 clusters Score -8444175 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -8444434.000000 Penalty: 5318.533203
	Iteration 23Q: 3 clusters Score -8444434 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -8444677.000000 Penalty: 5318.533203
	Iteration 24Q: 3 clusters Score -8444677 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -8444970.000000 Penalty: 5318.533203
	Iteration 25Q: 3 clusters Score -8444970 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8445298.000000 Penalty: 5318.533203
	Iteration 26Q: 3 clusters Score -8445298 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8445537.000000 Penalty: 5318.533203
	Iteration 27Q: 3 clusters Score -8445537 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8445759.000000 Penalty: 5318.533203
	Iteration 28Q: 3 clusters Score -8445759 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8445967.000000 Penalty: 5318.533203
	Iteration 29Q: 3 clusters Score -8445967 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8446118.000000 Penalty: 5318.533203
	Iteration 30Q: 3 clusters Score -8446118 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -8446277.000000 Penalty: 5318.533203
	Iteration 31Q: 3 clusters Score -8446277 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8446436.000000 Penalty: 5318.533203
	Iteration 32Q: 3 clusters Score -8446436 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8446544.000000 Penalty: 5318.533203
	Iteration 33Q: 3 clusters Score -8446544 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8446673.000000 Penalty: 5318.533203
	Iteration 34Q: 3 clusters Score -8446673 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8446764.000000 Penalty: 5318.533203
	Iteration 35Q: 3 clusters Score -8446764 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8446836.000000 Penalty: 5318.533203
	Iteration 36Q: 3 clusters Score -8446836 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8446876.000000 Penalty: 5318.533203
	Iteration 37Q: 3 clusters Score -8446876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -8446896.000000 Penalty: 5318.533203
	Iteration 38Q: 3 clusters Score -8446896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -8446902.000000 Penalty: 5318.533203
	Iteration 39Q: 3 clusters Score -8446902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8446909.000000 Penalty: 5318.533203
	Iteration 40F: 3 clusters Score -8446909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -8446929.000000 Penalty: 5318.533203
	Iteration 41Q: 3 clusters Score -8446929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -8446922.000000 Penalty: 5318.533203
	Iteration 42Q: 3 clusters Score -8446922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8446933.000000 Penalty: 5318.533203
	Iteration 43Q: 3 clusters Score -8446933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 44888 members 
Entering Unmasked Estep 
Score: -8446932.000000 Penalty: 5318.533203
	Iteration 44Q: 3 clusters Score -8446932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -8446950.000000 Penalty: 5318.533203
	Iteration 45Q: 3 clusters Score -8446950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8446948.000000 Penalty: 5318.533203
	Iteration 46Q: 3 clusters Score -8446948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -8446954.000000 Penalty: 5318.533203
	Iteration 47Q: 3 clusters Score -8446954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8446962.000000 Penalty: 5318.533203
	Iteration 48Q: 3 clusters Score -8446962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8446967.000000 Penalty: 5318.533203
	Iteration 49Q: 3 clusters Score -8446967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -8446970.000000 Penalty: 5318.533203
	Iteration 50Q: 3 clusters Score -8446970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8446963.000000 Penalty: 5318.533203
	Iteration 51Q: 3 clusters Score -8446963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8446971.000000 Penalty: 5318.533203
	Iteration 52Q: 3 clusters Score -8446971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8446968.000000 Penalty: 5318.533203
	Iteration 53Q: 3 clusters Score -8446968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8446968.000000 Penalty: 5318.533203
	Iteration 54F: 3 clusters Score -8446968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16232.565430 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16232.57 nChanged 33
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: -16356.340820 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16356.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16407.437500 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16407.44 nChanged 7
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: -16452.214844 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16452.21 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: -16472.392578 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16472.39 nChanged 1
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: -16483.478516 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16483.48 nChanged 1
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: -16491.572266 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -16491.57 nChanged 1
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: -16493.349609 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -16493.35 nChanged 0
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: -16493.349609 Penalty: 2675.239258
	Iteration 8F: 3 clusters Score -16493.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8760 members 
Mstep: Class 3 contains 53217 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 46652 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48394 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50568 members 
Mstep: Class 16 contains 53667 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54015 members 
Mstep: Class 21 contains 10907 members 
Mstep: Class 22 contains 30266 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7962 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46268 members 
Mstep: Class 27 contains 45381 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147232.000000 Penalty: 93905.554688
Iteration 319Q: 29 clusters Score -1.371472e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 53216 members 
Mstep: Class 4 contains 44530 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 46694 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48385 members 
Mstep: Class 10 contains 44287 members 
Mstep: Class 11 contains 42523 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50558 members 
Mstep: Class 16 contains 53675 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 53998 members 
Mstep: Class 21 contains 10909 members 
Mstep: Class 22 contains 30250 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7968 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46254 members 
Mstep: Class 27 contains 45348 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147104.000000 Penalty: 93905.554688
Iteration 320F: 29 clusters Score -1.371471e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 8731 members 
Mstep: Class 3 contains 53198 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 50363 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 46728 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48378 members 
Mstep: Class 10 contains 44332 members 
Mstep: Class 11 contains 42507 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50554 members 
Mstep: Class 16 contains 53687 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 53987 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 30225 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7969 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46231 members 
Mstep: Class 27 contains 45326 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147216.000000 Penalty: 93905.554688
Iteration 321Q: 29 clusters Score -1.371472e+08 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 8713 members 
Mstep: Class 3 contains 53164 members 
Mstep: Class 4 contains 44547 members 
Mstep: Class 5 contains 50370 members 
Mstep: Class 6 contains 23441 members 
Mstep: Class 7 contains 46759 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48375 members 
Mstep: Class 10 contains 44374 members 
Mstep: Class 11 contains 42506 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50554 members 
Mstep: Class 16 contains 53689 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26123 members 
Mstep: Class 20 contains 54027 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 30205 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7969 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46192 members 
Mstep: Class 27 contains 45322 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147120.000000 Penalty: 93905.554688
Iteration 322Q: 29 clusters Score -1.371471e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 53120 members 
Mstep: Class 4 contains 44536 members 
Mstep: Class 5 contains 50402 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 46773 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48371 members 
Mstep: Class 10 contains 44425 members 
Mstep: Class 11 contains 42515 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50563 members 
Mstep: Class 16 contains 53678 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 54069 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 30180 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7967 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46171 members 
Mstep: Class 27 contains 45310 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147248.000000 Penalty: 93905.554688
Iteration 323Q: 29 clusters Score -1.371472e+08 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 8705 members 
Mstep: Class 3 contains 53088 members 
Mstep: Class 4 contains 44516 members 
Mstep: Class 5 contains 50421 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 46778 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 44501 members 
Mstep: Class 11 contains 42511 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50570 members 
Mstep: Class 16 contains 53670 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26116 members 
Mstep: Class 20 contains 54105 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 30162 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7966 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46161 members 
Mstep: Class 27 contains 45293 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146944.000000 Penalty: 93905.554688
Iteration 324Q: 29 clusters Score -1.371469e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 8700 members 
Mstep: Class 3 contains 53040 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 50430 members 
Mstep: Class 6 contains 23449 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48365 members 
Mstep: Class 10 contains 44569 members 
Mstep: Class 11 contains 42505 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50598 members 
Mstep: Class 16 contains 53646 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26115 members 
Mstep: Class 20 contains 54141 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 30147 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7969 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46151 members 
Mstep: Class 27 contains 45269 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147088.000000 Penalty: 93905.554688
Iteration 325Q: 29 clusters Score -1.371471e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49251 members 
Mstep: Class 2 contains 8701 members 
Mstep: Class 3 contains 52963 members 
Mstep: Class 4 contains 44513 members 
Mstep: Class 5 contains 50457 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 46803 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48367 members 
Mstep: Class 10 contains 44605 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50621 members 
Mstep: Class 16 contains 53643 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26112 members 
Mstep: Class 20 contains 54184 members 
Mstep: Class 21 contains 10906 members 
Mstep: Class 22 contains 30136 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7972 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46143 members 
Mstep: Class 27 contains 45244 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147184.000000 Penalty: 93905.554688
Iteration 326Q: 29 clusters Score -1.371472e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 8695 members 
Mstep: Class 3 contains 52881 members 
Mstep: Class 4 contains 44510 members 
Mstep: Class 5 contains 50476 members 
Mstep: Class 6 contains 23452 members 
Mstep: Class 7 contains 46811 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48370 members 
Mstep: Class 10 contains 44657 members 
Mstep: Class 11 contains 42504 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50628 members 
Mstep: Class 16 contains 53662 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26111 members 
Mstep: Class 20 contains 54233 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 30119 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 7976 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46134 members 
Mstep: Class 27 contains 45225 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146768.000000 Penalty: 93905.554688
Iteration 327Q: 29 clusters Score -1.371468e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 8683 members 
Mstep: Class 3 contains 52802 members 
Mstep: Class 4 contains 44509 members 
Mstep: Class 5 contains 50484 members 
Mstep: Class 6 contains 23451 members 
Mstep: Class 7 contains 46815 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48372 members 
Mstep: Class 10 contains 44698 members 
Mstep: Class 11 contains 42515 members 
Mstep: Class 12 contains 1264 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50655 members 
Mstep: Class 16 contains 53662 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 54262 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 30112 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 7984 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46125 members 
Mstep: Class 27 contains 45207 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146704.000000 Penalty: 93905.554688
Iteration 328Q: 29 clusters Score -1.371467e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 8670 members 
Mstep: Class 3 contains 52757 members 
Mstep: Class 4 contains 44517 members 
Mstep: Class 5 contains 50480 members 
Mstep: Class 6 contains 23455 members 
Mstep: Class 7 contains 46824 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48369 members 
Mstep: Class 10 contains 44748 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50659 members 
Mstep: Class 16 contains 53661 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26102 members 
Mstep: Class 20 contains 54298 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 30096 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 7991 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46125 members 
Mstep: Class 27 contains 45189 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146688.000000 Penalty: 93905.554688
Iteration 329Q: 29 clusters Score -1.371467e+08 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 8665 members 
Mstep: Class 3 contains 52724 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 50449 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 46841 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48363 members 
Mstep: Class 10 contains 44774 members 
Mstep: Class 11 contains 42527 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50651 members 
Mstep: Class 16 contains 53658 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 54346 members 
Mstep: Class 21 contains 10891 members 
Mstep: Class 22 contains 30084 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8005 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46129 members 
Mstep: Class 27 contains 45175 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146800.000000 Penalty: 93905.554688
Iteration 330Q: 29 clusters Score -1.371468e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 8655 members 
Mstep: Class 3 contains 52724 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 50416 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 46855 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48362 members 
Mstep: Class 10 contains 44782 members 
Mstep: Class 11 contains 42528 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50651 members 
Mstep: Class 16 contains 53666 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26107 members 
Mstep: Class 20 contains 54361 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 30079 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8015 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46139 members 
Mstep: Class 27 contains 45156 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146816.000000 Penalty: 93905.554688
Iteration 331Q: 29 clusters Score -1.371468e+08 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 8642 members 
Mstep: Class 3 contains 52689 members 
Mstep: Class 4 contains 44520 members 
Mstep: Class 5 contains 50382 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 46877 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48358 members 
Mstep: Class 10 contains 44813 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50656 members 
Mstep: Class 16 contains 53706 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 54350 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 30066 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8023 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46148 members 
Mstep: Class 27 contains 45147 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146848.000000 Penalty: 93905.554688
Iteration 332Q: 29 clusters Score -1.371468e+08 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 8639 members 
Mstep: Class 3 contains 52658 members 
Mstep: Class 4 contains 44524 members 
Mstep: Class 5 contains 50371 members 
Mstep: Class 6 contains 23450 members 
Mstep: Class 7 contains 46906 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48353 members 
Mstep: Class 10 contains 44819 members 
Mstep: Class 11 contains 42524 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50664 members 
Mstep: Class 16 contains 53733 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26100 members 
Mstep: Class 20 contains 54331 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 30058 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8032 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46147 members 
Mstep: Class 27 contains 45126 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146784.000000 Penalty: 93905.554688
Iteration 333Q: 29 clusters Score -1.371468e+08 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 52652 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 50365 members 
Mstep: Class 6 contains 23453 members 
Mstep: Class 7 contains 46932 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48350 members 
Mstep: Class 10 contains 44824 members 
Mstep: Class 11 contains 42529 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50665 members 
Mstep: Class 16 contains 53763 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26100 members 
Mstep: Class 20 contains 54311 members 
Mstep: Class 21 contains 10891 members 
Mstep: Class 22 contains 30049 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8036 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 45113 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146976.000000 Penalty: 93905.554688
Iteration 334Q: 29 clusters Score -1.37147e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 52641 members 
Mstep: Class 4 contains 44544 members 
Mstep: Class 5 contains 50361 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 46930 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48349 members 
Mstep: Class 10 contains 44847 members 
Mstep: Class 11 contains 42520 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50664 members 
Mstep: Class 16 contains 53808 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 54299 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 30037 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8039 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46139 members 
Mstep: Class 27 contains 45106 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146928.000000 Penalty: 93905.554688
Iteration 335Q: 29 clusters Score -1.371469e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 8622 members 
Mstep: Class 3 contains 52616 members 
Mstep: Class 4 contains 44556 members 
Mstep: Class 5 contains 50374 members 
Mstep: Class 6 contains 23460 members 
Mstep: Class 7 contains 46942 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48352 members 
Mstep: Class 10 contains 44846 members 
Mstep: Class 11 contains 42533 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50667 members 
Mstep: Class 16 contains 53821 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 54292 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 30021 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8042 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46141 members 
Mstep: Class 27 contains 45108 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146784.000000 Penalty: 93905.554688
Iteration 336Q: 29 clusters Score -1.371468e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 52599 members 
Mstep: Class 4 contains 44551 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 46959 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48357 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 42537 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50684 members 
Mstep: Class 16 contains 53829 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26097 members 
Mstep: Class 20 contains 54281 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 30011 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8045 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 45100 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146752.000000 Penalty: 93905.554688
Iteration 337Q: 29 clusters Score -1.371468e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 8614 members 
Mstep: Class 3 contains 52589 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 50363 members 
Mstep: Class 6 contains 23463 members 
Mstep: Class 7 contains 46969 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48354 members 
Mstep: Class 10 contains 44870 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50691 members 
Mstep: Class 16 contains 53849 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 54272 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 30003 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8048 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46143 members 
Mstep: Class 27 contains 45086 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146944.000000 Penalty: 93905.554688
Iteration 338Q: 29 clusters Score -1.371469e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 52551 members 
Mstep: Class 4 contains 44538 members 
Mstep: Class 5 contains 50358 members 
Mstep: Class 6 contains 23465 members 
Mstep: Class 7 contains 47003 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48349 members 
Mstep: Class 10 contains 44869 members 
Mstep: Class 11 contains 42537 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50688 members 
Mstep: Class 16 contains 53875 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26110 members 
Mstep: Class 20 contains 54268 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29993 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8050 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46134 members 
Mstep: Class 27 contains 45079 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147200.000000 Penalty: 93905.554688
Iteration 339Q: 29 clusters Score -1.371472e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 52520 members 
Mstep: Class 4 contains 44534 members 
Mstep: Class 5 contains 50327 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 47031 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48346 members 
Mstep: Class 10 contains 44869 members 
Mstep: Class 11 contains 42554 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50711 members 
Mstep: Class 16 contains 53876 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26111 members 
Mstep: Class 20 contains 54265 members 
Mstep: Class 21 contains 10897 members 
Mstep: Class 22 contains 29987 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8055 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46139 members 
Mstep: Class 27 contains 45078 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147312.000000 Penalty: 93905.554688
Iteration 340F: 29 clusters Score -1.371473e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 52511 members 
Mstep: Class 4 contains 44531 members 
Mstep: Class 5 contains 50333 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 47064 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48338 members 
Mstep: Class 10 contains 44876 members 
Mstep: Class 11 contains 42561 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50726 members 
Mstep: Class 16 contains 53872 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26108 members 
Mstep: Class 20 contains 54238 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29970 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8057 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46147 members 
Mstep: Class 27 contains 45071 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147216.000000 Penalty: 93905.554688
Iteration 341Q: 29 clusters Score -1.371472e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 8607 members 
Mstep: Class 3 contains 52503 members 
Mstep: Class 4 contains 44521 members 
Mstep: Class 5 contains 50316 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 47086 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48331 members 
Mstep: Class 10 contains 44875 members 
Mstep: Class 11 contains 42575 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50747 members 
Mstep: Class 16 contains 53888 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26110 members 
Mstep: Class 20 contains 54230 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29958 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8061 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 45056 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147392.000000 Penalty: 93905.554688
Iteration 342Q: 29 clusters Score -1.371474e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 8609 members 
Mstep: Class 3 contains 52492 members 
Mstep: Class 4 contains 44498 members 
Mstep: Class 5 contains 50311 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 47107 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48327 members 
Mstep: Class 10 contains 44901 members 
Mstep: Class 11 contains 42589 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50758 members 
Mstep: Class 16 contains 53927 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 54206 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8064 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46140 members 
Mstep: Class 27 contains 45028 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147504.000000 Penalty: 93905.554688
Iteration 343Q: 29 clusters Score -1.371475e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 52479 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 50295 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 47125 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48331 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 42589 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50763 members 
Mstep: Class 16 contains 53962 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 54210 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29937 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8069 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46142 members 
Mstep: Class 27 contains 45001 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147776.000000 Penalty: 93905.554688
Iteration 344Q: 29 clusters Score -1.371478e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 52487 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 50278 members 
Mstep: Class 6 contains 23462 members 
Mstep: Class 7 contains 47124 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48330 members 
Mstep: Class 10 contains 44927 members 
Mstep: Class 11 contains 42598 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50762 members 
Mstep: Class 16 contains 53976 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 54190 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 29927 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8076 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46158 members 
Mstep: Class 27 contains 44985 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148064.000000 Penalty: 93905.554688
Iteration 345Q: 29 clusters Score -1.371481e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 52506 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 23463 members 
Mstep: Class 7 contains 47128 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48340 members 
Mstep: Class 10 contains 44941 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50760 members 
Mstep: Class 16 contains 53984 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 54173 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 29920 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8076 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46158 members 
Mstep: Class 27 contains 44959 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147664.000000 Penalty: 93905.554688
Iteration 346Q: 29 clusters Score -1.371477e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 52499 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 50248 members 
Mstep: Class 6 contains 23461 members 
Mstep: Class 7 contains 47122 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48351 members 
Mstep: Class 10 contains 44965 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50746 members 
Mstep: Class 16 contains 54014 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26118 members 
Mstep: Class 20 contains 54180 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 29910 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8078 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46165 members 
Mstep: Class 27 contains 44929 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147648.000000 Penalty: 93905.554688
Iteration 347Q: 29 clusters Score -1.371476e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 52495 members 
Mstep: Class 4 contains 44488 members 
Mstep: Class 5 contains 50260 members 
Mstep: Class 6 contains 23460 members 
Mstep: Class 7 contains 47123 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 44992 members 
Mstep: Class 11 contains 42616 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50745 members 
Mstep: Class 16 contains 54022 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 54157 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 29890 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8083 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46171 members 
Mstep: Class 27 contains 44905 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147568.000000 Penalty: 93905.554688
Iteration 348Q: 29 clusters Score -1.371476e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 8595 members 
Mstep: Class 3 contains 52477 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 47136 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48360 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50756 members 
Mstep: Class 16 contains 54033 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 54133 members 
Mstep: Class 21 contains 10902 members 
Mstep: Class 22 contains 29871 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8087 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46177 members 
Mstep: Class 27 contains 44891 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147456.000000 Penalty: 93905.554688
Iteration 349Q: 29 clusters Score -1.371475e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 52463 members 
Mstep: Class 4 contains 44490 members 
Mstep: Class 5 contains 50256 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 7 contains 47131 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48364 members 
Mstep: Class 10 contains 45026 members 
Mstep: Class 11 contains 42628 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50771 members 
Mstep: Class 16 contains 54035 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26116 members 
Mstep: Class 20 contains 54120 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29862 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8095 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46193 members 
Mstep: Class 27 contains 44881 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147600.000000 Penalty: 93905.554688
Iteration 350Q: 29 clusters Score -1.371476e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 8600 members 
Mstep: Class 3 contains 52458 members 
Mstep: Class 4 contains 44488 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 47129 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48377 members 
Mstep: Class 10 contains 45019 members 
Mstep: Class 11 contains 42639 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50783 members 
Mstep: Class 16 contains 54039 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 54089 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29857 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8100 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46197 members 
Mstep: Class 27 contains 44867 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147472.000000 Penalty: 93905.554688
Iteration 351Q: 29 clusters Score -1.371475e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 52457 members 
Mstep: Class 4 contains 44483 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 47139 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48372 members 
Mstep: Class 10 contains 45021 members 
Mstep: Class 11 contains 42657 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50782 members 
Mstep: Class 16 contains 54065 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 54084 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 29841 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8109 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46190 members 
Mstep: Class 27 contains 44844 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147440.000000 Penalty: 93905.554688
Iteration 352Q: 29 clusters Score -1.371474e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 52449 members 
Mstep: Class 4 contains 44472 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 47155 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48376 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 42668 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50790 members 
Mstep: Class 16 contains 54092 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 54082 members 
Mstep: Class 21 contains 10894 members 
Mstep: Class 22 contains 29838 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8117 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46191 members 
Mstep: Class 27 contains 44815 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147376.000000 Penalty: 93905.554688
Iteration 353Q: 29 clusters Score -1.371474e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49206 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 52446 members 
Mstep: Class 4 contains 44457 members 
Mstep: Class 5 contains 50246 members 
Mstep: Class 6 contains 23454 members 
Mstep: Class 7 contains 47168 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48379 members 
Mstep: Class 10 contains 45019 members 
Mstep: Class 11 contains 42674 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50798 members 
Mstep: Class 16 contains 54113 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 54068 members 
Mstep: Class 21 contains 10892 members 
Mstep: Class 22 contains 29825 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8123 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46208 members 
Mstep: Class 27 contains 44793 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147424.000000 Penalty: 93905.554688
Iteration 354Q: 29 clusters Score -1.371474e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 44455 members 
Mstep: Class 5 contains 50223 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 47172 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 45025 members 
Mstep: Class 11 contains 42686 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50797 members 
Mstep: Class 16 contains 54140 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 54049 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 29820 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8132 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46212 members 
Mstep: Class 27 contains 44774 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147536.000000 Penalty: 93905.554688
Iteration 355Q: 29 clusters Score -1.371475e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 8594 members 
Mstep: Class 3 contains 52449 members 
Mstep: Class 4 contains 44456 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 23457 members 
Mstep: Class 7 contains 47174 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 45018 members 
Mstep: Class 11 contains 42693 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50797 members 
Mstep: Class 16 contains 54179 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 54033 members 
Mstep: Class 21 contains 10888 members 
Mstep: Class 22 contains 29804 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8140 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46211 members 
Mstep: Class 27 contains 44767 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147424.000000 Penalty: 93905.554688
Iteration 356Q: 29 clusters Score -1.371474e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 8591 members 
Mstep: Class 3 contains 52450 members 
Mstep: Class 4 contains 44457 members 
Mstep: Class 5 contains 50237 members 
Mstep: Class 6 contains 23451 members 
Mstep: Class 7 contains 47180 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48384 members 
Mstep: Class 10 contains 45036 members 
Mstep: Class 11 contains 42699 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50802 members 
Mstep: Class 16 contains 54217 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26108 members 
Mstep: Class 20 contains 54002 members 
Mstep: Class 21 contains 10887 members 
Mstep: Class 22 contains 29789 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46212 members 
Mstep: Class 27 contains 44759 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147536.000000 Penalty: 93905.554688
Iteration 357Q: 29 clusters Score -1.371475e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 52439 members 
Mstep: Class 4 contains 44461 members 
Mstep: Class 5 contains 50251 members 
Mstep: Class 6 contains 23448 members 
Mstep: Class 7 contains 47183 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48389 members 
Mstep: Class 10 contains 45058 members 
Mstep: Class 11 contains 42685 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50828 members 
Mstep: Class 16 contains 54227 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26108 members 
Mstep: Class 20 contains 53979 members 
Mstep: Class 21 contains 10887 members 
Mstep: Class 22 contains 29780 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8145 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46207 members 
Mstep: Class 27 contains 44752 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147696.000000 Penalty: 93905.554688
Iteration 358Q: 29 clusters Score -1.371477e+08 nChanged 544
Entering ConstructFrom: 
Score: -137147696.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (49145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Entering Unmasked Estep 
Score: -9219901.000000 Penalty: 2679.027588
	Iteration 0F: 2 clusters Score -9219901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -9188910.000000 Penalty: 5358.055176
	Iteration 0F: 3 clusters Score -9188910 nChanged 22680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9201397.000000 Penalty: 5358.055176
	Iteration 1F: 3 clusters Score -9201397 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -9201951.000000 Penalty: 5358.055176
	Iteration 2Q: 3 clusters Score -9201951 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -9202605.000000 Penalty: 5358.055176
	Iteration 3Q: 3 clusters Score -9202605 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -9203313.000000 Penalty: 5358.055176
	Iteration 4Q: 3 clusters Score -9203313 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -9204244.000000 Penalty: 5358.055176
	Iteration 5Q: 3 clusters Score -9204244 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -9205438.000000 Penalty: 5358.055176
	Iteration 6Q: 3 clusters Score -9205438 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -9207164.000000 Penalty: 5358.055176
	Iteration 7F: 3 clusters Score -9207164 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -9209460.000000 Penalty: 5358.055176
	Iteration 8F: 3 clusters Score -9209460 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -9211997.000000 Penalty: 5358.055176
	Iteration 9F: 3 clusters Score -9211997 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -9214424.000000 Penalty: 5358.055176
	Iteration 10F: 3 clusters Score -9214424 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -9216013.000000 Penalty: 5358.055176
	Iteration 11Q: 3 clusters Score -9216013 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -9216814.000000 Penalty: 5358.055176
	Iteration 12Q: 3 clusters Score -9216814 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -9217218.000000 Penalty: 5358.055176
	Iteration 13Q: 3 clusters Score -9217218 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -9217501.000000 Penalty: 5358.055176
	Iteration 14Q: 3 clusters Score -9217501 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -9217670.000000 Penalty: 5358.055176
	Iteration 15Q: 3 clusters Score -9217670 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -9217748.000000 Penalty: 5358.055176
	Iteration 16Q: 3 clusters Score -9217748 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -9217801.000000 Penalty: 5358.055176
	Iteration 17Q: 3 clusters Score -9217801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9217852.000000 Penalty: 5358.055176
	Iteration 18Q: 3 clusters Score -9217852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -9217862.000000 Penalty: 5358.055176
	Iteration 19Q: 3 clusters Score -9217862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9217886.000000 Penalty: 5358.055176
	Iteration 20F: 3 clusters Score -9217886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9217901.000000 Penalty: 5358.055176
	Iteration 21Q: 3 clusters Score -9217901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -9217915.000000 Penalty: 5358.055176
	Iteration 22Q: 3 clusters Score -9217915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9217917.000000 Penalty: 5358.055176
	Iteration 23Q: 3 clusters Score -9217917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -9217934.000000 Penalty: 5358.055176
	Iteration 24Q: 3 clusters Score -9217934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 48218 members 
Entering Unmasked Estep 
Score: -9217918.000000 Penalty: 5358.055176
	Iteration 25Q: 3 clusters Score -9217918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -9217929.000000 Penalty: 5358.055176
	Iteration 26Q: 3 clusters Score -9217929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -9217926.000000 Penalty: 5358.055176
	Iteration 27Q: 3 clusters Score -9217926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9217922.000000 Penalty: 5358.055176
	Iteration 28Q: 3 clusters Score -9217922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -9217938.000000 Penalty: 5358.055176
	Iteration 29Q: 3 clusters Score -9217938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -9217953.000000 Penalty: 5358.055176
	Iteration 30Q: 3 clusters Score -9217953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9217947.000000 Penalty: 5358.055176
	Iteration 31Q: 3 clusters Score -9217947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9217955.000000 Penalty: 5358.055176
	Iteration 32Q: 3 clusters Score -9217955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -9217955.000000 Penalty: 5358.055176
	Iteration 33Q: 3 clusters Score -9217955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -9217957.000000 Penalty: 5358.055176
	Iteration 34Q: 3 clusters Score -9217957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -9217958.000000 Penalty: 5358.055176
	Iteration 35Q: 3 clusters Score -9217958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -9217965.000000 Penalty: 5358.055176
	Iteration 36Q: 3 clusters Score -9217965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -9217962.000000 Penalty: 5358.055176
	Iteration 37Q: 3 clusters Score -9217962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -9217970.000000 Penalty: 5358.055176
	Iteration 38Q: 3 clusters Score -9217970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9217969.000000 Penalty: 5358.055176
	Iteration 39Q: 3 clusters Score -9217969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9217961.000000 Penalty: 5358.055176
	Iteration 40F: 3 clusters Score -9217961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9217964.000000 Penalty: 5358.055176
	Iteration 41Q: 3 clusters Score -9217964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -9217961.000000 Penalty: 5358.055176
	Iteration 42Q: 3 clusters Score -9217961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -9217967.000000 Penalty: 5358.055176
	Iteration 43Q: 3 clusters Score -9217967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9217964.000000 Penalty: 5358.055176
	Iteration 44Q: 3 clusters Score -9217964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -9217962.000000 Penalty: 5358.055176
	Iteration 45Q: 3 clusters Score -9217962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9217963.000000 Penalty: 5358.055176
	Iteration 46Q: 3 clusters Score -9217963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9217959.000000 Penalty: 5358.055176
	Iteration 47Q: 3 clusters Score -9217959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9217966.000000 Penalty: 5358.055176
	Iteration 48Q: 3 clusters Score -9217966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -9217963.000000 Penalty: 5358.055176
	Iteration 49Q: 3 clusters Score -9217963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9217958.000000 Penalty: 5358.055176
	Iteration 50Q: 3 clusters Score -9217958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9217958.000000 Penalty: 5358.055176
	Iteration 51F: 3 clusters Score -9217958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Entering Unmasked Estep 
Score: -1600954.250000 Penalty: 2246.471924
	Iteration 0F: 2 clusters Score -1600954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1594131.625000 Penalty: 4492.943848
	Iteration 0F: 3 clusters Score -1594132 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1596011.125000 Penalty: 4492.943848
	Iteration 1F: 3 clusters Score -1596011 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1596311.750000 Penalty: 4492.943848
	Iteration 2F: 3 clusters Score -1596312 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1596539.750000 Penalty: 4492.943848
	Iteration 3F: 3 clusters Score -1596540 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1596758.375000 Penalty: 4492.943848
	Iteration 4Q: 3 clusters Score -1596758 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1596993.375000 Penalty: 4492.943848
	Iteration 5Q: 3 clusters Score -1596993 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1597213.625000 Penalty: 4492.943848
	Iteration 6Q: 3 clusters Score -1597214 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1597448.625000 Penalty: 4492.943848
	Iteration 7Q: 3 clusters Score -1597449 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1597660.125000 Penalty: 4492.943848
	Iteration 8Q: 3 clusters Score -1597660 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1597893.875000 Penalty: 4492.943848
	Iteration 9Q: 3 clusters Score -1597894 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1598115.500000 Penalty: 4492.943848
	Iteration 10Q: 3 clusters Score -1598116 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1598291.000000 Penalty: 4492.943848
	Iteration 11Q: 3 clusters Score -1598291 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1598449.750000 Penalty: 4492.943848
	Iteration 12Q: 3 clusters Score -1598450 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1598583.500000 Penalty: 4492.943848
	Iteration 13Q: 3 clusters Score -1598584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1598681.375000 Penalty: 4492.943848
	Iteration 14Q: 3 clusters Score -1598681 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1598763.250000 Penalty: 4492.943848
	Iteration 15Q: 3 clusters Score -1598763 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1598826.250000 Penalty: 4492.943848
	Iteration 16Q: 3 clusters Score -1598826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1598869.625000 Penalty: 4492.943848
	Iteration 17Q: 3 clusters Score -1598870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1598900.250000 Penalty: 4492.943848
	Iteration 18Q: 3 clusters Score -1598900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1598924.250000 Penalty: 4492.943848
	Iteration 19Q: 3 clusters Score -1598924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1598941.625000 Penalty: 4492.943848
	Iteration 20F: 3 clusters Score -1598942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1598950.125000 Penalty: 4492.943848
	Iteration 21Q: 3 clusters Score -1598950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1598968.500000 Penalty: 4492.943848
	Iteration 22Q: 3 clusters Score -1598968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1598983.625000 Penalty: 4492.943848
	Iteration 23Q: 3 clusters Score -1598984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1598991.625000 Penalty: 4492.943848
	Iteration 24Q: 3 clusters Score -1598992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1598999.250000 Penalty: 4492.943848
	Iteration 25Q: 3 clusters Score -1598999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1599004.750000 Penalty: 4492.943848
	Iteration 26Q: 3 clusters Score -1599005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1599006.125000 Penalty: 4492.943848
	Iteration 27Q: 3 clusters Score -1599006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1599007.875000 Penalty: 4492.943848
	Iteration 28Q: 3 clusters Score -1599008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1599007.875000 Penalty: 4492.943848
	Iteration 29F: 3 clusters Score -1599008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52469 members 
Entering Unmasked Estep 
Score: -9889962.000000 Penalty: 2695.258545
	Iteration 0F: 2 clusters Score -9889962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -9859136.000000 Penalty: 5390.517090
	Iteration 0F: 3 clusters Score -9859136 nChanged 24425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -9872644.000000 Penalty: 5390.517090
	Iteration 1F: 3 clusters Score -9872644 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -9873481.000000 Penalty: 5390.517090
	Iteration 2Q: 3 clusters Score -9873481 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -9874531.000000 Penalty: 5390.517090
	Iteration 3Q: 3 clusters Score -9874531 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -9875834.000000 Penalty: 5390.517090
	Iteration 4F: 3 clusters Score -9875834 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9877508.000000 Penalty: 5390.517090
	Iteration 5F: 3 clusters Score -9877508 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -9879671.000000 Penalty: 5390.517090
	Iteration 6F: 3 clusters Score -9879671 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -9882244.000000 Penalty: 5390.517090
	Iteration 7F: 3 clusters Score -9882244 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -9884649.000000 Penalty: 5390.517090
	Iteration 8F: 3 clusters Score -9884649 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -9886171.000000 Penalty: 5390.517090
	Iteration 9F: 3 clusters Score -9886171 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9887205.000000 Penalty: 5390.517090
	Iteration 10Q: 3 clusters Score -9887205 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51464 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9887528.000000 Penalty: 5390.517090
	Iteration 11Q: 3 clusters Score -9887528 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9887636.000000 Penalty: 5390.517090
	Iteration 12Q: 3 clusters Score -9887636 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9887663.000000 Penalty: 5390.517090
	Iteration 13Q: 3 clusters Score -9887663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9887685.000000 Penalty: 5390.517090
	Iteration 14Q: 3 clusters Score -9887685 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9887707.000000 Penalty: 5390.517090
	Iteration 15Q: 3 clusters Score -9887707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52161 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9887711.000000 Penalty: 5390.517090
	Iteration 16Q: 3 clusters Score -9887711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52174 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9887726.000000 Penalty: 5390.517090
	Iteration 17Q: 3 clusters Score -9887726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9887763.000000 Penalty: 5390.517090
	Iteration 18Q: 3 clusters Score -9887763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9887781.000000 Penalty: 5390.517090
	Iteration 19Q: 3 clusters Score -9887781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9887768.000000 Penalty: 5390.517090
	Iteration 20F: 3 clusters Score -9887768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9887776.000000 Penalty: 5390.517090
	Iteration 21Q: 3 clusters Score -9887776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52203 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9887788.000000 Penalty: 5390.517090
	Iteration 22Q: 3 clusters Score -9887788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9887791.000000 Penalty: 5390.517090
	Iteration 23Q: 3 clusters Score -9887791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9887807.000000 Penalty: 5390.517090
	Iteration 24Q: 3 clusters Score -9887807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9887819.000000 Penalty: 5390.517090
	Iteration 25Q: 3 clusters Score -9887819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9887817.000000 Penalty: 5390.517090
	Iteration 26Q: 3 clusters Score -9887817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9887816.000000 Penalty: 5390.517090
	Iteration 27Q: 3 clusters Score -9887816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9887816.000000 Penalty: 5390.517090
	Iteration 28F: 3 clusters Score -9887816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Entering Unmasked Estep 
Score: -8307497.000000 Penalty: 2654.159180
	Iteration 0F: 2 clusters Score -8307497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -8277990.500000 Penalty: 5308.318359
	Iteration 0F: 3 clusters Score -8277990 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8289265.500000 Penalty: 5308.318359
	Iteration 1F: 3 clusters Score -8289266 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8289913.000000 Penalty: 5308.318359
	Iteration 2Q: 3 clusters Score -8289913 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8290740.000000 Penalty: 5308.318359
	Iteration 3Q: 3 clusters Score -8290740 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -8291884.500000 Penalty: 5308.318359
	Iteration 4Q: 3 clusters Score -8291884 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8293390.500000 Penalty: 5308.318359
	Iteration 5F: 3 clusters Score -8293390 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8294972.500000 Penalty: 5308.318359
	Iteration 6F: 3 clusters Score -8294972 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -8296885.000000 Penalty: 5308.318359
	Iteration 7F: 3 clusters Score -8296885 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8298974.000000 Penalty: 5308.318359
	Iteration 8F: 3 clusters Score -8298974 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -8300778.500000 Penalty: 5308.318359
	Iteration 9F: 3 clusters Score -8300778 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -8301898.500000 Penalty: 5308.318359
	Iteration 10Q: 3 clusters Score -8301898 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -8302446.000000 Penalty: 5308.318359
	Iteration 11Q: 3 clusters Score -8302446 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -8302762.500000 Penalty: 5308.318359
	Iteration 12Q: 3 clusters Score -8302762 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -8303065.500000 Penalty: 5308.318359
	Iteration 13Q: 3 clusters Score -8303066 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -8303324.500000 Penalty: 5308.318359
	Iteration 14Q: 3 clusters Score -8303324 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -8303592.500000 Penalty: 5308.318359
	Iteration 15Q: 3 clusters Score -8303592 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -8303796.000000 Penalty: 5308.318359
	Iteration 16Q: 3 clusters Score -8303796 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -8304040.000000 Penalty: 5308.318359
	Iteration 17Q: 3 clusters Score -8304040 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -8304233.500000 Penalty: 5308.318359
	Iteration 18Q: 3 clusters Score -8304234 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -8304359.500000 Penalty: 5308.318359
	Iteration 19Q: 3 clusters Score -8304360 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -8304500.000000 Penalty: 5308.318359
	Iteration 20F: 3 clusters Score -8304500 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -8304645.500000 Penalty: 5308.318359
	Iteration 21Q: 3 clusters Score -8304646 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -8304805.500000 Penalty: 5308.318359
	Iteration 22Q: 3 clusters Score -8304806 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -8304985.500000 Penalty: 5308.318359
	Iteration 23Q: 3 clusters Score -8304986 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -8305147.500000 Penalty: 5308.318359
	Iteration 24Q: 3 clusters Score -8305148 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -8305258.000000 Penalty: 5308.318359
	Iteration 25Q: 3 clusters Score -8305258 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -8305365.500000 Penalty: 5308.318359
	Iteration 26Q: 3 clusters Score -8305366 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -8305470.000000 Penalty: 5308.318359
	Iteration 27Q: 3 clusters Score -8305470 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8305532.000000 Penalty: 5308.318359
	Iteration 28Q: 3 clusters Score -8305532 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -8305624.000000 Penalty: 5308.318359
	Iteration 29Q: 3 clusters Score -8305624 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -8305677.000000 Penalty: 5308.318359
	Iteration 30Q: 3 clusters Score -8305677 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8305763.500000 Penalty: 5308.318359
	Iteration 31Q: 3 clusters Score -8305764 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -8305799.500000 Penalty: 5308.318359
	Iteration 32Q: 3 clusters Score -8305800 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -8305896.000000 Penalty: 5308.318359
	Iteration 33Q: 3 clusters Score -8305896 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -8305968.500000 Penalty: 5308.318359
	Iteration 34Q: 3 clusters Score -8305968 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8306014.500000 Penalty: 5308.318359
	Iteration 35Q: 3 clusters Score -8306014 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -8306054.000000 Penalty: 5308.318359
	Iteration 36Q: 3 clusters Score -8306054 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -8306139.000000 Penalty: 5308.318359
	Iteration 37Q: 3 clusters Score -8306139 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8306154.000000 Penalty: 5308.318359
	Iteration 38Q: 3 clusters Score -8306154 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -8306205.000000 Penalty: 5308.318359
	Iteration 39Q: 3 clusters Score -8306205 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41225 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8306261.500000 Penalty: 5308.318359
	Iteration 40F: 3 clusters Score -8306262 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8306288.500000 Penalty: 5308.318359
	Iteration 41Q: 3 clusters Score -8306288 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8306312.500000 Penalty: 5308.318359
	Iteration 42Q: 3 clusters Score -8306312 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8306339.500000 Penalty: 5308.318359
	Iteration 43Q: 3 clusters Score -8306340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8306338.000000 Penalty: 5308.318359
	Iteration 44Q: 3 clusters Score -8306338 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -8306347.000000 Penalty: 5308.318359
	Iteration 45Q: 3 clusters Score -8306347 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8306363.500000 Penalty: 5308.318359
	Iteration 46Q: 3 clusters Score -8306364 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8306353.000000 Penalty: 5308.318359
	Iteration 47Q: 3 clusters Score -8306353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42351 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8306341.500000 Penalty: 5308.318359
	Iteration 48Q: 3 clusters Score -8306342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8306349.000000 Penalty: 5308.318359
	Iteration 49Q: 3 clusters Score -8306349 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8306359.000000 Penalty: 5308.318359
	Iteration 50Q: 3 clusters Score -8306359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8306346.000000 Penalty: 5308.318359
	Iteration 51Q: 3 clusters Score -8306346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8306338.000000 Penalty: 5308.318359
	Iteration 52Q: 3 clusters Score -8306338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8306349.500000 Penalty: 5308.318359
	Iteration 53Q: 3 clusters Score -8306350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8306362.000000 Penalty: 5308.318359
	Iteration 54Q: 3 clusters Score -8306362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8306372.000000 Penalty: 5308.318359
	Iteration 55Q: 3 clusters Score -8306372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -8306364.500000 Penalty: 5308.318359
	Iteration 56Q: 3 clusters Score -8306364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8306371.000000 Penalty: 5308.318359
	Iteration 57Q: 3 clusters Score -8306371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8306358.000000 Penalty: 5308.318359
	Iteration 58Q: 3 clusters Score -8306358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8306368.500000 Penalty: 5308.318359
	Iteration 59Q: 3 clusters Score -8306368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8306350.500000 Penalty: 5308.318359
	Iteration 60F: 3 clusters Score -8306350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8306361.500000 Penalty: 5308.318359
	Iteration 61Q: 3 clusters Score -8306362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8306358.000000 Penalty: 5308.318359
	Iteration 62Q: 3 clusters Score -8306358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8306357.500000 Penalty: 5308.318359
	Iteration 63Q: 3 clusters Score -8306358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8306348.500000 Penalty: 5308.318359
	Iteration 64Q: 3 clusters Score -8306348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8306347.500000 Penalty: 5308.318359
	Iteration 65Q: 3 clusters Score -8306348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8306352.500000 Penalty: 5308.318359
	Iteration 66Q: 3 clusters Score -8306352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8306334.000000 Penalty: 5308.318359
	Iteration 67Q: 3 clusters Score -8306334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8306339.000000 Penalty: 5308.318359
	Iteration 68Q: 3 clusters Score -8306339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8306326.500000 Penalty: 5308.318359
	Iteration 69Q: 3 clusters Score -8306326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8306330.500000 Penalty: 5308.318359
	Iteration 70Q: 3 clusters Score -8306330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8306332.500000 Penalty: 5308.318359
	Iteration 71Q: 3 clusters Score -8306332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8306337.500000 Penalty: 5308.318359
	Iteration 72Q: 3 clusters Score -8306338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8306334.500000 Penalty: 5308.318359
	Iteration 73Q: 3 clusters Score -8306334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8306326.500000 Penalty: 5308.318359
	Iteration 74Q: 3 clusters Score -8306326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8306318.000000 Penalty: 5308.318359
	Iteration 75Q: 3 clusters Score -8306318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8306321.500000 Penalty: 5308.318359
	Iteration 76Q: 3 clusters Score -8306322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8306323.000000 Penalty: 5308.318359
	Iteration 77Q: 3 clusters Score -8306323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8306322.000000 Penalty: 5308.318359
	Iteration 78Q: 3 clusters Score -8306322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8306322.000000 Penalty: 5308.318359
	Iteration 79F: 3 clusters Score -8306322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Entering Unmasked Estep 
Score: -9478152.000000 Penalty: 2684.611084
	Iteration 0F: 2 clusters Score -9478152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9446884.000000 Penalty: 5369.222168
	Iteration 0F: 3 clusters Score -9446884 nChanged 23313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9459754.000000 Penalty: 5369.222168
	Iteration 1F: 3 clusters Score -9459754 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -9460220.000000 Penalty: 5369.222168
	Iteration 2Q: 3 clusters Score -9460220 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -9460790.000000 Penalty: 5369.222168
	Iteration 3Q: 3 clusters Score -9460790 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -9461244.000000 Penalty: 5369.222168
	Iteration 4Q: 3 clusters Score -9461244 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -9461733.000000 Penalty: 5369.222168
	Iteration 5Q: 3 clusters Score -9461733 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -9462404.000000 Penalty: 5369.222168
	Iteration 6Q: 3 clusters Score -9462404 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -9463150.000000 Penalty: 5369.222168
	Iteration 7Q: 3 clusters Score -9463150 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -9464026.000000 Penalty: 5369.222168
	Iteration 8Q: 3 clusters Score -9464026 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -9465203.000000 Penalty: 5369.222168
	Iteration 9Q: 3 clusters Score -9465203 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -9466665.000000 Penalty: 5369.222168
	Iteration 10F: 3 clusters Score -9466665 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -9468428.000000 Penalty: 5369.222168
	Iteration 11F: 3 clusters Score -9468428 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9470301.000000 Penalty: 5369.222168
	Iteration 12Q: 3 clusters Score -9470301 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -9471778.000000 Penalty: 5369.222168
	Iteration 13Q: 3 clusters Score -9471778 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -9472834.000000 Penalty: 5369.222168
	Iteration 14Q: 3 clusters Score -9472834 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9473475.000000 Penalty: 5369.222168
	Iteration 15Q: 3 clusters Score -9473475 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -9473870.000000 Penalty: 5369.222168
	Iteration 16Q: 3 clusters Score -9473870 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9474310.000000 Penalty: 5369.222168
	Iteration 17Q: 3 clusters Score -9474310 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -9474582.000000 Penalty: 5369.222168
	Iteration 18Q: 3 clusters Score -9474582 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -9474793.000000 Penalty: 5369.222168
	Iteration 19Q: 3 clusters Score -9474793 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -9474713.000000 Penalty: 5369.222168
	Iteration 20F: 3 clusters Score -9474713 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9474927.000000 Penalty: 5369.222168
	Iteration 21Q: 3 clusters Score -9474927 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9475281.000000 Penalty: 5369.222168
	Iteration 22Q: 3 clusters Score -9475281 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9475523.000000 Penalty: 5369.222168
	Iteration 23Q: 3 clusters Score -9475523 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -9475648.000000 Penalty: 5369.222168
	Iteration 24Q: 3 clusters Score -9475648 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -9475723.000000 Penalty: 5369.222168
	Iteration 25Q: 3 clusters Score -9475723 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9475770.000000 Penalty: 5369.222168
	Iteration 26Q: 3 clusters Score -9475770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9475792.000000 Penalty: 5369.222168
	Iteration 27Q: 3 clusters Score -9475792 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9475849.000000 Penalty: 5369.222168
	Iteration 28Q: 3 clusters Score -9475849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9475871.000000 Penalty: 5369.222168
	Iteration 29Q: 3 clusters Score -9475871 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9475894.000000 Penalty: 5369.222168
	Iteration 30Q: 3 clusters Score -9475894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9475917.000000 Penalty: 5369.222168
	Iteration 31Q: 3 clusters Score -9475917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9475933.000000 Penalty: 5369.222168
	Iteration 32Q: 3 clusters Score -9475933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9475959.000000 Penalty: 5369.222168
	Iteration 33Q: 3 clusters Score -9475959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9475979.000000 Penalty: 5369.222168
	Iteration 34Q: 3 clusters Score -9475979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9475982.000000 Penalty: 5369.222168
	Iteration 35Q: 3 clusters Score -9475982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9475992.000000 Penalty: 5369.222168
	Iteration 36Q: 3 clusters Score -9475992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9476004.000000 Penalty: 5369.222168
	Iteration 37Q: 3 clusters Score -9476004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9475998.000000 Penalty: 5369.222168
	Iteration 38Q: 3 clusters Score -9475998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9476008.000000 Penalty: 5369.222168
	Iteration 39Q: 3 clusters Score -9476008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9476011.000000 Penalty: 5369.222168
	Iteration 40F: 3 clusters Score -9476011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9476026.000000 Penalty: 5369.222168
	Iteration 41Q: 3 clusters Score -9476026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9476041.000000 Penalty: 5369.222168
	Iteration 42Q: 3 clusters Score -9476041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9476029.000000 Penalty: 5369.222168
	Iteration 43Q: 3 clusters Score -9476029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9476029.000000 Penalty: 5369.222168
	Iteration 44F: 3 clusters Score -9476029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Entering Unmasked Estep 
Score: -4381036.500000 Penalty: 2495.488770
	Iteration 0F: 2 clusters Score -4381036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -4364740.000000 Penalty: 4990.977539
	Iteration 0F: 3 clusters Score -4364740 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4370216.500000 Penalty: 4990.977539
	Iteration 1F: 3 clusters Score -4370216 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4370611.000000 Penalty: 4990.977539
	Iteration 2Q: 3 clusters Score -4370611 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4370930.000000 Penalty: 4990.977539
	Iteration 3Q: 3 clusters Score -4370930 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4371265.000000 Penalty: 4990.977539
	Iteration 4Q: 3 clusters Score -4371265 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -4371615.000000 Penalty: 4990.977539
	Iteration 5Q: 3 clusters Score -4371615 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4372082.000000 Penalty: 4990.977539
	Iteration 6Q: 3 clusters Score -4372082 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4372608.000000 Penalty: 4990.977539
	Iteration 7Q: 3 clusters Score -4372608 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -4373368.000000 Penalty: 4990.977539
	Iteration 8F: 3 clusters Score -4373368 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4374355.500000 Penalty: 4990.977539
	Iteration 9F: 3 clusters Score -4374356 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -4375546.500000 Penalty: 4990.977539
	Iteration 10F: 3 clusters Score -4375546 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -4376714.000000 Penalty: 4990.977539
	Iteration 11F: 3 clusters Score -4376714 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4377578.000000 Penalty: 4990.977539
	Iteration 12Q: 3 clusters Score -4377578 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4378137.500000 Penalty: 4990.977539
	Iteration 13Q: 3 clusters Score -4378138 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4378432.500000 Penalty: 4990.977539
	Iteration 14Q: 3 clusters Score -4378432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -4378580.000000 Penalty: 4990.977539
	Iteration 15Q: 3 clusters Score -4378580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4378667.000000 Penalty: 4990.977539
	Iteration 16Q: 3 clusters Score -4378667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4378722.000000 Penalty: 4990.977539
	Iteration 17Q: 3 clusters Score -4378722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4378765.500000 Penalty: 4990.977539
	Iteration 18Q: 3 clusters Score -4378766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4378797.500000 Penalty: 4990.977539
	Iteration 19Q: 3 clusters Score -4378798 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -4378821.000000 Penalty: 4990.977539
	Iteration 20F: 3 clusters Score -4378821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -4378837.000000 Penalty: 4990.977539
	Iteration 21Q: 3 clusters Score -4378837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -4378853.000000 Penalty: 4990.977539
	Iteration 22Q: 3 clusters Score -4378853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -4378869.000000 Penalty: 4990.977539
	Iteration 23Q: 3 clusters Score -4378869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -4378880.000000 Penalty: 4990.977539
	Iteration 24Q: 3 clusters Score -4378880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -4378889.500000 Penalty: 4990.977539
	Iteration 25Q: 3 clusters Score -4378890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4378888.500000 Penalty: 4990.977539
	Iteration 26Q: 3 clusters Score -4378888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -4378901.000000 Penalty: 4990.977539
	Iteration 27Q: 3 clusters Score -4378901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4378905.000000 Penalty: 4990.977539
	Iteration 28Q: 3 clusters Score -4378905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4378900.500000 Penalty: 4990.977539
	Iteration 29Q: 3 clusters Score -4378900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4378901.000000 Penalty: 4990.977539
	Iteration 30Q: 3 clusters Score -4378901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -4378901.000000 Penalty: 4990.977539
	Iteration 31F: 3 clusters Score -4378901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Entering Unmasked Estep 
Score: -8732531.000000 Penalty: 2668.944580
	Iteration 0F: 2 clusters Score -8732531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -8701818.000000 Penalty: 5337.889160
	Iteration 0F: 3 clusters Score -8701818 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -8713770.000000 Penalty: 5337.889160
	Iteration 1F: 3 clusters Score -8713770 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -8714391.000000 Penalty: 5337.889160
	Iteration 2Q: 3 clusters Score -8714391 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -8715077.000000 Penalty: 5337.889160
	Iteration 3Q: 3 clusters Score -8715077 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -8715931.000000 Penalty: 5337.889160
	Iteration 4Q: 3 clusters Score -8715931 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8717262.000000 Penalty: 5337.889160
	Iteration 5F: 3 clusters Score -8717262 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -8719250.000000 Penalty: 5337.889160
	Iteration 6F: 3 clusters Score -8719250 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -8721967.000000 Penalty: 5337.889160
	Iteration 7F: 3 clusters Score -8721967 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -8724876.000000 Penalty: 5337.889160
	Iteration 8F: 3 clusters Score -8724876 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8727266.000000 Penalty: 5337.889160
	Iteration 9F: 3 clusters Score -8727266 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8728908.000000 Penalty: 5337.889160
	Iteration 10Q: 3 clusters Score -8728908 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -8730036.000000 Penalty: 5337.889160
	Iteration 11Q: 3 clusters Score -8730036 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -8730602.000000 Penalty: 5337.889160
	Iteration 12Q: 3 clusters Score -8730602 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8730946.000000 Penalty: 5337.889160
	Iteration 13Q: 3 clusters Score -8730946 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -8731093.000000 Penalty: 5337.889160
	Iteration 14Q: 3 clusters Score -8731093 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -8731188.000000 Penalty: 5337.889160
	Iteration 15Q: 3 clusters Score -8731188 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -8731248.000000 Penalty: 5337.889160
	Iteration 16Q: 3 clusters Score -8731248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8731264.000000 Penalty: 5337.889160
	Iteration 17Q: 3 clusters Score -8731264 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8731290.000000 Penalty: 5337.889160
	Iteration 18Q: 3 clusters Score -8731290 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -8731292.000000 Penalty: 5337.889160
	Iteration 19Q: 3 clusters Score -8731292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8731281.000000 Penalty: 5337.889160
	Iteration 20F: 3 clusters Score -8731281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8731279.000000 Penalty: 5337.889160
	Iteration 21Q: 3 clusters Score -8731279 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -8731272.000000 Penalty: 5337.889160
	Iteration 22Q: 3 clusters Score -8731272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8731254.000000 Penalty: 5337.889160
	Iteration 23Q: 3 clusters Score -8731254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8731255.000000 Penalty: 5337.889160
	Iteration 24Q: 3 clusters Score -8731255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8731253.000000 Penalty: 5337.889160
	Iteration 25Q: 3 clusters Score -8731253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8731244.000000 Penalty: 5337.889160
	Iteration 26Q: 3 clusters Score -8731244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8731238.000000 Penalty: 5337.889160
	Iteration 27Q: 3 clusters Score -8731238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8731245.000000 Penalty: 5337.889160
	Iteration 28Q: 3 clusters Score -8731245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8731251.000000 Penalty: 5337.889160
	Iteration 29Q: 3 clusters Score -8731251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8731249.000000 Penalty: 5337.889160
	Iteration 30Q: 3 clusters Score -8731249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8731248.000000 Penalty: 5337.889160
	Iteration 31Q: 3 clusters Score -8731248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8731246.000000 Penalty: 5337.889160
	Iteration 32Q: 3 clusters Score -8731246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8731244.000000 Penalty: 5337.889160
	Iteration 33Q: 3 clusters Score -8731244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8731242.000000 Penalty: 5337.889160
	Iteration 34Q: 3 clusters Score -8731242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -8731249.000000 Penalty: 5337.889160
	Iteration 35Q: 3 clusters Score -8731249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -8731242.000000 Penalty: 5337.889160
	Iteration 36Q: 3 clusters Score -8731242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8731244.000000 Penalty: 5337.889160
	Iteration 37Q: 3 clusters Score -8731244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8731244.000000 Penalty: 5337.889160
	Iteration 38Q: 3 clusters Score -8731244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -8731241.000000 Penalty: 5337.889160
	Iteration 39Q: 3 clusters Score -8731241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8731240.000000 Penalty: 5337.889160
	Iteration 40F: 3 clusters Score -8731240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -8731241.000000 Penalty: 5337.889160
	Iteration 41Q: 3 clusters Score -8731241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -8731235.000000 Penalty: 5337.889160
	Iteration 42Q: 3 clusters Score -8731235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8731236.000000 Penalty: 5337.889160
	Iteration 43Q: 3 clusters Score -8731236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8731240.000000 Penalty: 5337.889160
	Iteration 44Q: 3 clusters Score -8731240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8731231.000000 Penalty: 5337.889160
	Iteration 45Q: 3 clusters Score -8731231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8731231.000000 Penalty: 5337.889160
	Iteration 46F: 3 clusters Score -8731231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53172.699219 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53172.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53276.308594 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53276.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53309.054688 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53309.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53314.070312 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53314.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -53314.070312 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -53314.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Entering Unmasked Estep 
Score: -9079829.000000 Penalty: 2675.234131
	Iteration 0F: 2 clusters Score -9079829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9049912.000000 Penalty: 5350.468262
	Iteration 0F: 3 clusters Score -9049912 nChanged 22363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -9062161.000000 Penalty: 5350.468262
	Iteration 1F: 3 clusters Score -9062161 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9062583.000000 Penalty: 5350.468262
	Iteration 2Q: 3 clusters Score -9062583 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -9062959.000000 Penalty: 5350.468262
	Iteration 3Q: 3 clusters Score -9062959 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -9063404.000000 Penalty: 5350.468262
	Iteration 4Q: 3 clusters Score -9063404 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -9063814.000000 Penalty: 5350.468262
	Iteration 5Q: 3 clusters Score -9063814 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9064198.000000 Penalty: 5350.468262
	Iteration 6Q: 3 clusters Score -9064198 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9064628.000000 Penalty: 5350.468262
	Iteration 7Q: 3 clusters Score -9064628 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -9065160.000000 Penalty: 5350.468262
	Iteration 8Q: 3 clusters Score -9065160 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -9065880.000000 Penalty: 5350.468262
	Iteration 9Q: 3 clusters Score -9065880 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -9066833.000000 Penalty: 5350.468262
	Iteration 10Q: 3 clusters Score -9066833 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -9068163.000000 Penalty: 5350.468262
	Iteration 11Q: 3 clusters Score -9068163 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -9069963.000000 Penalty: 5350.468262
	Iteration 12F: 3 clusters Score -9069963 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 36476 members 
Entering Unmasked Estep 
Score: -9071760.000000 Penalty: 5350.468262
	Iteration 13F: 3 clusters Score -9071760 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -9073414.000000 Penalty: 5350.468262
	Iteration 14Q: 3 clusters Score -9073414 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -9074667.000000 Penalty: 5350.468262
	Iteration 15Q: 3 clusters Score -9074667 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -9075464.000000 Penalty: 5350.468262
	Iteration 16Q: 3 clusters Score -9075464 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -9075994.000000 Penalty: 5350.468262
	Iteration 17Q: 3 clusters Score -9075994 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -9076362.000000 Penalty: 5350.468262
	Iteration 18Q: 3 clusters Score -9076362 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -9076618.000000 Penalty: 5350.468262
	Iteration 19Q: 3 clusters Score -9076618 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -9076872.000000 Penalty: 5350.468262
	Iteration 20F: 3 clusters Score -9076872 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -9077149.000000 Penalty: 5350.468262
	Iteration 21Q: 3 clusters Score -9077149 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -9077316.000000 Penalty: 5350.468262
	Iteration 22Q: 3 clusters Score -9077316 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -9077442.000000 Penalty: 5350.468262
	Iteration 23Q: 3 clusters Score -9077442 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 45291 members 
Entering Unmasked Estep 
Score: -9077550.000000 Penalty: 5350.468262
	Iteration 24Q: 3 clusters Score -9077550 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -9077682.000000 Penalty: 5350.468262
	Iteration 25Q: 3 clusters Score -9077682 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -9077807.000000 Penalty: 5350.468262
	Iteration 26Q: 3 clusters Score -9077807 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -9077886.000000 Penalty: 5350.468262
	Iteration 27Q: 3 clusters Score -9077886 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -9077906.000000 Penalty: 5350.468262
	Iteration 28Q: 3 clusters Score -9077906 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -9077956.000000 Penalty: 5350.468262
	Iteration 29Q: 3 clusters Score -9077956 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -9077940.000000 Penalty: 5350.468262
	Iteration 30Q: 3 clusters Score -9077940 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -9077961.000000 Penalty: 5350.468262
	Iteration 31Q: 3 clusters Score -9077961 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -9077944.000000 Penalty: 5350.468262
	Iteration 32Q: 3 clusters Score -9077944 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -9077945.000000 Penalty: 5350.468262
	Iteration 33Q: 3 clusters Score -9077945 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -9077964.000000 Penalty: 5350.468262
	Iteration 34Q: 3 clusters Score -9077964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9077945.000000 Penalty: 5350.468262
	Iteration 35Q: 3 clusters Score -9077945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -9077969.000000 Penalty: 5350.468262
	Iteration 36Q: 3 clusters Score -9077969 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9077958.000000 Penalty: 5350.468262
	Iteration 37Q: 3 clusters Score -9077958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -9077981.000000 Penalty: 5350.468262
	Iteration 38Q: 3 clusters Score -9077981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -9078004.000000 Penalty: 5350.468262
	Iteration 39Q: 3 clusters Score -9078004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -9078009.000000 Penalty: 5350.468262
	Iteration 40F: 3 clusters Score -9078009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -9078002.000000 Penalty: 5350.468262
	Iteration 41Q: 3 clusters Score -9078002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -9078010.000000 Penalty: 5350.468262
	Iteration 42Q: 3 clusters Score -9078010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -9077998.000000 Penalty: 5350.468262
	Iteration 43Q: 3 clusters Score -9077998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -9078010.000000 Penalty: 5350.468262
	Iteration 44Q: 3 clusters Score -9078010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9078010.000000 Penalty: 5350.468262
	Iteration 45Q: 3 clusters Score -9078010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -9078004.000000 Penalty: 5350.468262
	Iteration 46Q: 3 clusters Score -9078004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -9078012.000000 Penalty: 5350.468262
	Iteration 47Q: 3 clusters Score -9078012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9078011.000000 Penalty: 5350.468262
	Iteration 48Q: 3 clusters Score -9078011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -9078016.000000 Penalty: 5350.468262
	Iteration 49Q: 3 clusters Score -9078016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -9078016.000000 Penalty: 5350.468262
	Iteration 50F: 3 clusters Score -9078016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Entering Unmasked Estep 
Score: -8372103.000000 Penalty: 2657.660156
	Iteration 0F: 2 clusters Score -8372103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -8342038.000000 Penalty: 5315.320312
	Iteration 0F: 3 clusters Score -8342038 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8353463.000000 Penalty: 5315.320312
	Iteration 1F: 3 clusters Score -8353463 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -8354122.000000 Penalty: 5315.320312
	Iteration 2Q: 3 clusters Score -8354122 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -8354993.000000 Penalty: 5315.320312
	Iteration 3Q: 3 clusters Score -8354993 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -8356080.000000 Penalty: 5315.320312
	Iteration 4F: 3 clusters Score -8356080 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -8357790.500000 Penalty: 5315.320312
	Iteration 5F: 3 clusters Score -8357790 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -8360083.500000 Penalty: 5315.320312
	Iteration 6F: 3 clusters Score -8360084 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -8362953.000000 Penalty: 5315.320312
	Iteration 7F: 3 clusters Score -8362953 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -8366038.500000 Penalty: 5315.320312
	Iteration 8F: 3 clusters Score -8366038 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -8368735.500000 Penalty: 5315.320312
	Iteration 9Q: 3 clusters Score -8368736 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -8369703.000000 Penalty: 5315.320312
	Iteration 10Q: 3 clusters Score -8369703 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8369925.500000 Penalty: 5315.320312
	Iteration 11Q: 3 clusters Score -8369926 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -8370041.500000 Penalty: 5315.320312
	Iteration 12Q: 3 clusters Score -8370042 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8370107.000000 Penalty: 5315.320312
	Iteration 13Q: 3 clusters Score -8370107 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -8370154.000000 Penalty: 5315.320312
	Iteration 14Q: 3 clusters Score -8370154 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -8370196.000000 Penalty: 5315.320312
	Iteration 15Q: 3 clusters Score -8370196 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8370245.500000 Penalty: 5315.320312
	Iteration 16Q: 3 clusters Score -8370246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -8370283.500000 Penalty: 5315.320312
	Iteration 17Q: 3 clusters Score -8370284 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -8370276.000000 Penalty: 5315.320312
	Iteration 18Q: 3 clusters Score -8370276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -8370278.500000 Penalty: 5315.320312
	Iteration 19Q: 3 clusters Score -8370278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8370294.500000 Penalty: 5315.320312
	Iteration 20F: 3 clusters Score -8370294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8370291.000000 Penalty: 5315.320312
	Iteration 21Q: 3 clusters Score -8370291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -8370322.500000 Penalty: 5315.320312
	Iteration 22Q: 3 clusters Score -8370322 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -8370341.000000 Penalty: 5315.320312
	Iteration 23Q: 3 clusters Score -8370341 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 39965 members 
Entering Unmasked Estep 
Score: -8370340.500000 Penalty: 5315.320312
	Iteration 24Q: 3 clusters Score -8370340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8370351.500000 Penalty: 5315.320312
	Iteration 25Q: 3 clusters Score -8370352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -8370350.000000 Penalty: 5315.320312
	Iteration 26Q: 3 clusters Score -8370350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -8370358.500000 Penalty: 5315.320312
	Iteration 27Q: 3 clusters Score -8370358 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -8370376.500000 Penalty: 5315.320312
	Iteration 28Q: 3 clusters Score -8370376 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -8370387.000000 Penalty: 5315.320312
	Iteration 29Q: 3 clusters Score -8370387 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8370391.500000 Penalty: 5315.320312
	Iteration 30Q: 3 clusters Score -8370392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -8370387.500000 Penalty: 5315.320312
	Iteration 31Q: 3 clusters Score -8370388 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8370383.500000 Penalty: 5315.320312
	Iteration 32Q: 3 clusters Score -8370384 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8370385.500000 Penalty: 5315.320312
	Iteration 33Q: 3 clusters Score -8370386 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8370393.000000 Penalty: 5315.320312
	Iteration 34Q: 3 clusters Score -8370393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8370396.500000 Penalty: 5315.320312
	Iteration 35Q: 3 clusters Score -8370396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -8370396.500000 Penalty: 5315.320312
	Iteration 36Q: 3 clusters Score -8370396 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -8370409.000000 Penalty: 5315.320312
	Iteration 37Q: 3 clusters Score -8370409 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -8370405.000000 Penalty: 5315.320312
	Iteration 38Q: 3 clusters Score -8370405 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -8370392.500000 Penalty: 5315.320312
	Iteration 39Q: 3 clusters Score -8370392 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -8370418.000000 Penalty: 5315.320312
	Iteration 40F: 3 clusters Score -8370418 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -8370408.000000 Penalty: 5315.320312
	Iteration 41Q: 3 clusters Score -8370408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -8370415.000000 Penalty: 5315.320312
	Iteration 42Q: 3 clusters Score -8370415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8370449.000000 Penalty: 5315.320312
	Iteration 43Q: 3 clusters Score -8370449 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -8370452.000000 Penalty: 5315.320312
	Iteration 44Q: 3 clusters Score -8370452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8370457.500000 Penalty: 5315.320312
	Iteration 45Q: 3 clusters Score -8370458 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8370463.000000 Penalty: 5315.320312
	Iteration 46Q: 3 clusters Score -8370463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -8370475.500000 Penalty: 5315.320312
	Iteration 47Q: 3 clusters Score -8370476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8370477.500000 Penalty: 5315.320312
	Iteration 48Q: 3 clusters Score -8370478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8370478.500000 Penalty: 5315.320312
	Iteration 49Q: 3 clusters Score -8370478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -8370488.500000 Penalty: 5315.320312
	Iteration 50Q: 3 clusters Score -8370488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -8370492.500000 Penalty: 5315.320312
	Iteration 51Q: 3 clusters Score -8370492 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8370498.000000 Penalty: 5315.320312
	Iteration 52Q: 3 clusters Score -8370498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8370485.500000 Penalty: 5315.320312
	Iteration 53Q: 3 clusters Score -8370486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -8370490.500000 Penalty: 5315.320312
	Iteration 54Q: 3 clusters Score -8370490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -8370492.500000 Penalty: 5315.320312
	Iteration 55Q: 3 clusters Score -8370492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8370490.500000 Penalty: 5315.320312
	Iteration 56Q: 3 clusters Score -8370490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8370488.000000 Penalty: 5315.320312
	Iteration 57Q: 3 clusters Score -8370488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -8370494.500000 Penalty: 5315.320312
	Iteration 58Q: 3 clusters Score -8370494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8370499.000000 Penalty: 5315.320312
	Iteration 59Q: 3 clusters Score -8370499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -8370491.500000 Penalty: 5315.320312
	Iteration 60F: 3 clusters Score -8370492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8370491.000000 Penalty: 5315.320312
	Iteration 61Q: 3 clusters Score -8370491 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8370488.000000 Penalty: 5315.320312
	Iteration 62Q: 3 clusters Score -8370488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8370500.500000 Penalty: 5315.320312
	Iteration 63Q: 3 clusters Score -8370500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8370487.500000 Penalty: 5315.320312
	Iteration 64Q: 3 clusters Score -8370488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -8370483.000000 Penalty: 5315.320312
	Iteration 65Q: 3 clusters Score -8370483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8370484.000000 Penalty: 5315.320312
	Iteration 66Q: 3 clusters Score -8370484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -8370481.500000 Penalty: 5315.320312
	Iteration 67Q: 3 clusters Score -8370482 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -8370500.000000 Penalty: 5315.320312
	Iteration 68Q: 3 clusters Score -8370500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8370505.000000 Penalty: 5315.320312
	Iteration 69Q: 3 clusters Score -8370505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -8370520.000000 Penalty: 5315.320312
	Iteration 70Q: 3 clusters Score -8370520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -8370521.000000 Penalty: 5315.320312
	Iteration 71Q: 3 clusters Score -8370521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -8370516.500000 Penalty: 5315.320312
	Iteration 72Q: 3 clusters Score -8370516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -8370510.500000 Penalty: 5315.320312
	Iteration 73Q: 3 clusters Score -8370510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8370500.500000 Penalty: 5315.320312
	Iteration 74Q: 3 clusters Score -8370500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8370508.000000 Penalty: 5315.320312
	Iteration 75Q: 3 clusters Score -8370508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8370516.500000 Penalty: 5315.320312
	Iteration 76Q: 3 clusters Score -8370516 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8370530.000000 Penalty: 5315.320312
	Iteration 77Q: 3 clusters Score -8370530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8370538.000000 Penalty: 5315.320312
	Iteration 78Q: 3 clusters Score -8370538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -8370540.500000 Penalty: 5315.320312
	Iteration 79Q: 3 clusters Score -8370540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8370537.000000 Penalty: 5315.320312
	Iteration 80F: 3 clusters Score -8370537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -8370544.500000 Penalty: 5315.320312
	Iteration 81Q: 3 clusters Score -8370544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8370539.000000 Penalty: 5315.320312
	Iteration 82Q: 3 clusters Score -8370539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8370537.000000 Penalty: 5315.320312
	Iteration 83Q: 3 clusters Score -8370537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -8370547.000000 Penalty: 5315.320312
	Iteration 84Q: 3 clusters Score -8370547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8370556.000000 Penalty: 5315.320312
	Iteration 85Q: 3 clusters Score -8370556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8370550.500000 Penalty: 5315.320312
	Iteration 86Q: 3 clusters Score -8370550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8370532.000000 Penalty: 5315.320312
	Iteration 87Q: 3 clusters Score -8370532 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8370539.500000 Penalty: 5315.320312
	Iteration 88Q: 3 clusters Score -8370540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8370541.000000 Penalty: 5315.320312
	Iteration 89Q: 3 clusters Score -8370541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8370538.500000 Penalty: 5315.320312
	Iteration 90Q: 3 clusters Score -8370538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8370544.500000 Penalty: 5315.320312
	Iteration 91Q: 3 clusters Score -8370544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8370544.500000 Penalty: 5315.320312
	Iteration 92F: 3 clusters Score -8370544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Entering Unmasked Estep 
Score: -8008685.500000 Penalty: 2644.025391
	Iteration 0F: 2 clusters Score -8008686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -7980710.000000 Penalty: 5288.050781
	Iteration 0F: 3 clusters Score -7980710 nChanged 19417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -7991288.500000 Penalty: 5288.050781
	Iteration 1F: 3 clusters Score -7991288 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -7991905.000000 Penalty: 5288.050781
	Iteration 2Q: 3 clusters Score -7991905 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -7992722.500000 Penalty: 5288.050781
	Iteration 3Q: 3 clusters Score -7992722 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -7994041.500000 Penalty: 5288.050781
	Iteration 4F: 3 clusters Score -7994042 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -7995776.500000 Penalty: 5288.050781
	Iteration 5F: 3 clusters Score -7995776 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -7998245.000000 Penalty: 5288.050781
	Iteration 6F: 3 clusters Score -7998245 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8000892.000000 Penalty: 5288.050781
	Iteration 7F: 3 clusters Score -8000892 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -8003188.000000 Penalty: 5288.050781
	Iteration 8F: 3 clusters Score -8003188 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -8004754.000000 Penalty: 5288.050781
	Iteration 9Q: 3 clusters Score -8004754 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -8005703.500000 Penalty: 5288.050781
	Iteration 10Q: 3 clusters Score -8005704 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -8006388.000000 Penalty: 5288.050781
	Iteration 11Q: 3 clusters Score -8006388 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8006967.000000 Penalty: 5288.050781
	Iteration 12Q: 3 clusters Score -8006967 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8007359.500000 Penalty: 5288.050781
	Iteration 13Q: 3 clusters Score -8007360 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -8007586.000000 Penalty: 5288.050781
	Iteration 14Q: 3 clusters Score -8007586 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8007676.500000 Penalty: 5288.050781
	Iteration 15Q: 3 clusters Score -8007676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -8007723.500000 Penalty: 5288.050781
	Iteration 16Q: 3 clusters Score -8007724 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -8007734.500000 Penalty: 5288.050781
	Iteration 17Q: 3 clusters Score -8007734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8007748.500000 Penalty: 5288.050781
	Iteration 18Q: 3 clusters Score -8007748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -8007747.500000 Penalty: 5288.050781
	Iteration 19Q: 3 clusters Score -8007748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8007740.000000 Penalty: 5288.050781
	Iteration 20F: 3 clusters Score -8007740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8007735.000000 Penalty: 5288.050781
	Iteration 21Q: 3 clusters Score -8007735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -8007741.000000 Penalty: 5288.050781
	Iteration 22Q: 3 clusters Score -8007741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8007748.000000 Penalty: 5288.050781
	Iteration 23Q: 3 clusters Score -8007748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8007744.500000 Penalty: 5288.050781
	Iteration 24Q: 3 clusters Score -8007744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -8007748.500000 Penalty: 5288.050781
	Iteration 25Q: 3 clusters Score -8007748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8007745.000000 Penalty: 5288.050781
	Iteration 26Q: 3 clusters Score -8007745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -8007745.000000 Penalty: 5288.050781
	Iteration 27F: 3 clusters Score -8007745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -197408.093750 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -197408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195334.656250 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -195334.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -195875.796875 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -195875.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -196253.687500 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -196253.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196491.109375 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -196491.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196615.859375 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -196615.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -196688.984375 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -196689 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -196733.515625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -196733.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -196760.500000 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -196760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -196781.062500 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -196781.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196808.843750 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -196808.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -196815.265625 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -196815.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196818.421875 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -196818.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196825.562500 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -196825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196826.125000 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -196826.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196826.125000 Penalty: 3543.234375
	Iteration 14F: 3 clusters Score -196826.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -99446.695312 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -99446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -97858.312500 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -97858.31 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -98114.125000 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -98114.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98243.476562 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -98243.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -98325.648438 Penalty: 3144.818115
	Iteration 3F: 3 clusters Score -98325.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -98348.531250 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -98348.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -98353.585938 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -98353.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98356.429688 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -98356.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98362.054688 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -98362.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98367.523438 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -98367.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -98374.031250 Penalty: 3144.818115
	Iteration 9Q: 3 clusters Score -98374.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98378.914062 Penalty: 3144.818115
	Iteration 10Q: 3 clusters Score -98378.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98383.000000 Penalty: 3144.818115
	Iteration 11Q: 3 clusters Score -98383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98384.898438 Penalty: 3144.818115
	Iteration 12Q: 3 clusters Score -98384.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98386.328125 Penalty: 3144.818115
	Iteration 13Q: 3 clusters Score -98386.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98387.875000 Penalty: 3144.818115
	Iteration 14Q: 3 clusters Score -98387.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -98387.875000 Penalty: 3144.818115
	Iteration 15F: 3 clusters Score -98387.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -136478.609375 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -136478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -134740.609375 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -134740.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135158.687500 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -135158.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -135457.562500 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -135457.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -135746.859375 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -135746.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -135897.406250 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -135897.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -136022.718750 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -136022.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -136246.906250 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -136246.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -136484.906250 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -136484.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -136664.906250 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -136664.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -136838.750000 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -136838.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -137002.609375 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -137002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137091.343750 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -137091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -137126.328125 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -137126.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137130.031250 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -137130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -137134.093750 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -137134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -137134.093750 Penalty: 3309.955811
	Iteration 15F: 3 clusters Score -137134.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 52469 members 
Mstep: Class 4 contains 44456 members 
Mstep: Class 5 contains 50264 members 
Mstep: Class 6 contains 23446 members 
Mstep: Class 7 contains 47187 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 45088 members 
Mstep: Class 11 contains 42676 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 575 members 
Mstep: Class 15 contains 50829 members 
Mstep: Class 16 contains 54226 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 53942 members 
Mstep: Class 21 contains 10885 members 
Mstep: Class 22 contains 29767 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46198 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 216 members 
Entering Unmasked Estep 
Score: -137146624.000000 Penalty: 97259.320312
Splitting cluster 14 changes total score from -137147696.000000 to -137146624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (50829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Entering Unmasked Estep 
Score: -9495711.000000 Penalty: 2687.383301
	Iteration 0F: 2 clusters Score -9495711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -9463318.000000 Penalty: 5374.766602
	Iteration 0F: 3 clusters Score -9463318 nChanged 23553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -9476297.000000 Penalty: 5374.766602
	Iteration 1F: 3 clusters Score -9476297 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -9476914.000000 Penalty: 5374.766602
	Iteration 2Q: 3 clusters Score -9476914 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9477543.000000 Penalty: 5374.766602
	Iteration 3Q: 3 clusters Score -9477543 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -9478203.000000 Penalty: 5374.766602
	Iteration 4Q: 3 clusters Score -9478203 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -9478997.000000 Penalty: 5374.766602
	Iteration 5Q: 3 clusters Score -9478997 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -9479982.000000 Penalty: 5374.766602
	Iteration 6Q: 3 clusters Score -9479982 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -9481326.000000 Penalty: 5374.766602
	Iteration 7Q: 3 clusters Score -9481326 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -9483337.000000 Penalty: 5374.766602
	Iteration 8F: 3 clusters Score -9483337 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -9485531.000000 Penalty: 5374.766602
	Iteration 9F: 3 clusters Score -9485531 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -9487731.000000 Penalty: 5374.766602
	Iteration 10F: 3 clusters Score -9487731 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9489574.000000 Penalty: 5374.766602
	Iteration 11Q: 3 clusters Score -9489574 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -9490856.000000 Penalty: 5374.766602
	Iteration 12Q: 3 clusters Score -9490856 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -9491964.000000 Penalty: 5374.766602
	Iteration 13Q: 3 clusters Score -9491964 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -9492880.000000 Penalty: 5374.766602
	Iteration 14Q: 3 clusters Score -9492880 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9493651.000000 Penalty: 5374.766602
	Iteration 15Q: 3 clusters Score -9493651 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -9494211.000000 Penalty: 5374.766602
	Iteration 16Q: 3 clusters Score -9494211 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -9494598.000000 Penalty: 5374.766602
	Iteration 17Q: 3 clusters Score -9494598 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -9494810.000000 Penalty: 5374.766602
	Iteration 18Q: 3 clusters Score -9494810 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -9494917.000000 Penalty: 5374.766602
	Iteration 19Q: 3 clusters Score -9494917 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9494907.000000 Penalty: 5374.766602
	Iteration 20F: 3 clusters Score -9494907 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -9494937.000000 Penalty: 5374.766602
	Iteration 21Q: 3 clusters Score -9494937 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -9494966.000000 Penalty: 5374.766602
	Iteration 22Q: 3 clusters Score -9494966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -9494976.000000 Penalty: 5374.766602
	Iteration 23Q: 3 clusters Score -9494976 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9494968.000000 Penalty: 5374.766602
	Iteration 24Q: 3 clusters Score -9494968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -9494975.000000 Penalty: 5374.766602
	Iteration 25Q: 3 clusters Score -9494975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -9494985.000000 Penalty: 5374.766602
	Iteration 26Q: 3 clusters Score -9494985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -9494997.000000 Penalty: 5374.766602
	Iteration 27Q: 3 clusters Score -9494997 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -9495002.000000 Penalty: 5374.766602
	Iteration 28Q: 3 clusters Score -9495002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -9494991.000000 Penalty: 5374.766602
	Iteration 29Q: 3 clusters Score -9494991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -9494992.000000 Penalty: 5374.766602
	Iteration 30Q: 3 clusters Score -9494992 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -9495003.000000 Penalty: 5374.766602
	Iteration 31Q: 3 clusters Score -9495003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -9494973.000000 Penalty: 5374.766602
	Iteration 32Q: 3 clusters Score -9494973 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -9494981.000000 Penalty: 5374.766602
	Iteration 33Q: 3 clusters Score -9494981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -9494981.000000 Penalty: 5374.766602
	Iteration 34Q: 3 clusters Score -9494981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -9494967.000000 Penalty: 5374.766602
	Iteration 35Q: 3 clusters Score -9494967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -9494996.000000 Penalty: 5374.766602
	Iteration 36Q: 3 clusters Score -9494996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -9494962.000000 Penalty: 5374.766602
	Iteration 37Q: 3 clusters Score -9494962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -9494981.000000 Penalty: 5374.766602
	Iteration 38Q: 3 clusters Score -9494981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -9494976.000000 Penalty: 5374.766602
	Iteration 39Q: 3 clusters Score -9494976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -9494974.000000 Penalty: 5374.766602
	Iteration 40F: 3 clusters Score -9494974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -9494972.000000 Penalty: 5374.766602
	Iteration 41Q: 3 clusters Score -9494972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -9494969.000000 Penalty: 5374.766602
	Iteration 42Q: 3 clusters Score -9494969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -9494968.000000 Penalty: 5374.766602
	Iteration 43Q: 3 clusters Score -9494968 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -9494959.000000 Penalty: 5374.766602
	Iteration 44Q: 3 clusters Score -9494959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -9494949.000000 Penalty: 5374.766602
	Iteration 45Q: 3 clusters Score -9494949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -9494933.000000 Penalty: 5374.766602
	Iteration 46Q: 3 clusters Score -9494933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -9494937.000000 Penalty: 5374.766602
	Iteration 47Q: 3 clusters Score -9494937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -9494933.000000 Penalty: 5374.766602
	Iteration 48Q: 3 clusters Score -9494933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -9494921.000000 Penalty: 5374.766602
	Iteration 49Q: 3 clusters Score -9494921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 36559 members 
Entering Unmasked Estep 
Score: -9494920.000000 Penalty: 5374.766602
	Iteration 50Q: 3 clusters Score -9494920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -9494928.000000 Penalty: 5374.766602
	Iteration 51Q: 3 clusters Score -9494928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -9494918.000000 Penalty: 5374.766602
	Iteration 52Q: 3 clusters Score -9494918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -9494919.000000 Penalty: 5374.766602
	Iteration 53Q: 3 clusters Score -9494919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -9494928.000000 Penalty: 5374.766602
	Iteration 54Q: 3 clusters Score -9494928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -9494929.000000 Penalty: 5374.766602
	Iteration 55Q: 3 clusters Score -9494929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -9494939.000000 Penalty: 5374.766602
	Iteration 56Q: 3 clusters Score -9494939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -9494943.000000 Penalty: 5374.766602
	Iteration 57Q: 3 clusters Score -9494943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -9494941.000000 Penalty: 5374.766602
	Iteration 58Q: 3 clusters Score -9494941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -9494929.000000 Penalty: 5374.766602
	Iteration 59Q: 3 clusters Score -9494929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -9494941.000000 Penalty: 5374.766602
	Iteration 60F: 3 clusters Score -9494941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -9494938.000000 Penalty: 5374.766602
	Iteration 61Q: 3 clusters Score -9494938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -9494940.000000 Penalty: 5374.766602
	Iteration 62Q: 3 clusters Score -9494940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -9494942.000000 Penalty: 5374.766602
	Iteration 63Q: 3 clusters Score -9494942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -9494948.000000 Penalty: 5374.766602
	Iteration 64Q: 3 clusters Score -9494948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -9494946.000000 Penalty: 5374.766602
	Iteration 65Q: 3 clusters Score -9494946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -9494951.000000 Penalty: 5374.766602
	Iteration 66Q: 3 clusters Score -9494951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -9494951.000000 Penalty: 5374.766602
	Iteration 67Q: 3 clusters Score -9494951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -9494951.000000 Penalty: 5374.766602
	Iteration 68F: 3 clusters Score -9494951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Entering Unmasked Estep 
Score: -10186546.000000 Penalty: 2703.427246
	Iteration 0F: 2 clusters Score -1.018655e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -10154049.000000 Penalty: 5406.854492
	Iteration 0F: 3 clusters Score -1.015405e+07 nChanged 25115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -10167986.000000 Penalty: 5406.854492
	Iteration 1F: 3 clusters Score -1.016799e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -10168522.000000 Penalty: 5406.854492
	Iteration 2Q: 3 clusters Score -1.016852e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -10169004.000000 Penalty: 5406.854492
	Iteration 3Q: 3 clusters Score -1.0169e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -10169475.000000 Penalty: 5406.854492
	Iteration 4Q: 3 clusters Score -1.016948e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -10169956.000000 Penalty: 5406.854492
	Iteration 5Q: 3 clusters Score -1.016996e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -10170492.000000 Penalty: 5406.854492
	Iteration 6Q: 3 clusters Score -1.017049e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -10171407.000000 Penalty: 5406.854492
	Iteration 7Q: 3 clusters Score -1.017141e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -10172662.000000 Penalty: 5406.854492
	Iteration 8Q: 3 clusters Score -1.017266e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -10174602.000000 Penalty: 5406.854492
	Iteration 9F: 3 clusters Score -1.01746e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -10177069.000000 Penalty: 5406.854492
	Iteration 10F: 3 clusters Score -1.017707e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -10179276.000000 Penalty: 5406.854492
	Iteration 11F: 3 clusters Score -1.017928e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -10180830.000000 Penalty: 5406.854492
	Iteration 12F: 3 clusters Score -1.018083e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49104 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -10181672.000000 Penalty: 5406.854492
	Iteration 13Q: 3 clusters Score -1.018167e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -10182396.000000 Penalty: 5406.854492
	Iteration 14Q: 3 clusters Score -1.01824e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10182834.000000 Penalty: 5406.854492
	Iteration 15Q: 3 clusters Score -1.018283e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10183066.000000 Penalty: 5406.854492
	Iteration 16Q: 3 clusters Score -1.018307e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10183271.000000 Penalty: 5406.854492
	Iteration 17Q: 3 clusters Score -1.018327e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10183368.000000 Penalty: 5406.854492
	Iteration 18Q: 3 clusters Score -1.018337e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -10183493.000000 Penalty: 5406.854492
	Iteration 19Q: 3 clusters Score -1.018349e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10183574.000000 Penalty: 5406.854492
	Iteration 20F: 3 clusters Score -1.018357e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53016 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10183668.000000 Penalty: 5406.854492
	Iteration 21Q: 3 clusters Score -1.018367e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10183758.000000 Penalty: 5406.854492
	Iteration 22Q: 3 clusters Score -1.018376e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10183838.000000 Penalty: 5406.854492
	Iteration 23Q: 3 clusters Score -1.018384e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10183887.000000 Penalty: 5406.854492
	Iteration 24Q: 3 clusters Score -1.018389e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10183896.000000 Penalty: 5406.854492
	Iteration 25Q: 3 clusters Score -1.01839e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53433 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10183943.000000 Penalty: 5406.854492
	Iteration 26Q: 3 clusters Score -1.018394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10183994.000000 Penalty: 5406.854492
	Iteration 27Q: 3 clusters Score -1.018399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53503 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10184009.000000 Penalty: 5406.854492
	Iteration 28Q: 3 clusters Score -1.018401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10184034.000000 Penalty: 5406.854492
	Iteration 29Q: 3 clusters Score -1.018403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10184078.000000 Penalty: 5406.854492
	Iteration 30Q: 3 clusters Score -1.018408e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53584 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10184092.000000 Penalty: 5406.854492
	Iteration 31Q: 3 clusters Score -1.018409e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10184110.000000 Penalty: 5406.854492
	Iteration 32Q: 3 clusters Score -1.018411e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -10184120.000000 Penalty: 5406.854492
	Iteration 33Q: 3 clusters Score -1.018412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10184129.000000 Penalty: 5406.854492
	Iteration 34Q: 3 clusters Score -1.018413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10184156.000000 Penalty: 5406.854492
	Iteration 35Q: 3 clusters Score -1.018416e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -10184157.000000 Penalty: 5406.854492
	Iteration 36Q: 3 clusters Score -1.018416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10184155.000000 Penalty: 5406.854492
	Iteration 37Q: 3 clusters Score -1.018416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10184159.000000 Penalty: 5406.854492
	Iteration 38Q: 3 clusters Score -1.018416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -10184154.000000 Penalty: 5406.854492
	Iteration 39Q: 3 clusters Score -1.018415e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10184172.000000 Penalty: 5406.854492
	Iteration 40F: 3 clusters Score -1.018417e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10184170.000000 Penalty: 5406.854492
	Iteration 41Q: 3 clusters Score -1.018417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10184171.000000 Penalty: 5406.854492
	Iteration 42Q: 3 clusters Score -1.018417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10184178.000000 Penalty: 5406.854492
	Iteration 43Q: 3 clusters Score -1.018418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10184172.000000 Penalty: 5406.854492
	Iteration 44Q: 3 clusters Score -1.018417e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -10184160.000000 Penalty: 5406.854492
	Iteration 45Q: 3 clusters Score -1.018416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53672 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -10184164.000000 Penalty: 5406.854492
	Iteration 46Q: 3 clusters Score -1.018416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -10184176.000000 Penalty: 5406.854492
	Iteration 47Q: 3 clusters Score -1.018418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -10184188.000000 Penalty: 5406.854492
	Iteration 48Q: 3 clusters Score -1.018419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10184192.000000 Penalty: 5406.854492
	Iteration 49Q: 3 clusters Score -1.018419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10184197.000000 Penalty: 5406.854492
	Iteration 50Q: 3 clusters Score -1.01842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10184197.000000 Penalty: 5406.854492
	Iteration 51F: 3 clusters Score -1.01842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -536050.437500 Penalty: 1986.733887
	Iteration 0F: 2 clusters Score -536050.4 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 1537 members 
Entering Unmasked Estep 
Score: -532848.687500 Penalty: 3973.467773
	Iteration 0F: 3 clusters Score -532848.7 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -533778.500000 Penalty: 3973.467773
	Iteration 1F: 3 clusters Score -533778.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -534183.187500 Penalty: 3973.467773
	Iteration 2F: 3 clusters Score -534183.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -534488.500000 Penalty: 3973.467773
	Iteration 3F: 3 clusters Score -534488.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -534731.500000 Penalty: 3973.467773
	Iteration 4F: 3 clusters Score -534731.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -534877.562500 Penalty: 3973.467773
	Iteration 5Q: 3 clusters Score -534877.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -534972.312500 Penalty: 3973.467773
	Iteration 6Q: 3 clusters Score -534972.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -535029.875000 Penalty: 3973.467773
	Iteration 7Q: 3 clusters Score -535029.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -535072.687500 Penalty: 3973.467773
	Iteration 8Q: 3 clusters Score -535072.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -535100.687500 Penalty: 3973.467773
	Iteration 9Q: 3 clusters Score -535100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -535119.062500 Penalty: 3973.467773
	Iteration 10Q: 3 clusters Score -535119.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -535139.375000 Penalty: 3973.467773
	Iteration 11Q: 3 clusters Score -535139.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -535158.312500 Penalty: 3973.467773
	Iteration 12Q: 3 clusters Score -535158.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -535168.750000 Penalty: 3973.467773
	Iteration 13Q: 3 clusters Score -535168.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -535179.125000 Penalty: 3973.467773
	Iteration 14Q: 3 clusters Score -535179.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -535191.187500 Penalty: 3973.467773
	Iteration 15Q: 3 clusters Score -535191.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -535199.687500 Penalty: 3973.467773
	Iteration 16Q: 3 clusters Score -535199.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -535204.875000 Penalty: 3973.467773
	Iteration 17Q: 3 clusters Score -535204.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -535213.875000 Penalty: 3973.467773
	Iteration 18Q: 3 clusters Score -535213.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -535216.875000 Penalty: 3973.467773
	Iteration 19Q: 3 clusters Score -535216.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -535220.375000 Penalty: 3973.467773
	Iteration 20F: 3 clusters Score -535220.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -535223.875000 Penalty: 3973.467773
	Iteration 21Q: 3 clusters Score -535223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -535227.625000 Penalty: 3973.467773
	Iteration 22Q: 3 clusters Score -535227.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -535228.937500 Penalty: 3973.467773
	Iteration 23Q: 3 clusters Score -535228.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -535229.812500 Penalty: 3973.467773
	Iteration 24Q: 3 clusters Score -535229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -535231.687500 Penalty: 3973.467773
	Iteration 25Q: 3 clusters Score -535231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -535230.875000 Penalty: 3973.467773
	Iteration 26Q: 3 clusters Score -535230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -535231.437500 Penalty: 3973.467773
	Iteration 27Q: 3 clusters Score -535231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -535232.875000 Penalty: 3973.467773
	Iteration 28Q: 3 clusters Score -535232.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -535232.875000 Penalty: 3973.467773
	Iteration 29F: 3 clusters Score -535232.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -113442.750000 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -113442.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -111699.851562 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -111699.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -112423.718750 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -112423.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -112907.453125 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -112907.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113133.796875 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -113133.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113216.523438 Penalty: 3353.165527
	Iteration 4Q: 3 clusters Score -113216.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113269.710938 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -113269.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -113305.125000 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -113305.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -113327.273438 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -113327.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113353.531250 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -113353.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113363.601562 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -113363.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113378.460938 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -113378.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113400.687500 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -113400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113404.773438 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -113404.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113408.328125 Penalty: 3353.165527
	Iteration 13Q: 3 clusters Score -113408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113409.546875 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -113409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113410.453125 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -113410.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113410.453125 Penalty: 3353.165527
	Iteration 16F: 3 clusters Score -113410.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Entering Unmasked Estep 
Score: -4891695.000000 Penalty: 2522.130615
	Iteration 0F: 2 clusters Score -4891695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -4873715.500000 Penalty: 5044.261230
	Iteration 0F: 3 clusters Score -4873716 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4879824.500000 Penalty: 5044.261230
	Iteration 1F: 3 clusters Score -4879824 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -4880262.500000 Penalty: 5044.261230
	Iteration 2Q: 3 clusters Score -4880262 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4880658.500000 Penalty: 5044.261230
	Iteration 3Q: 3 clusters Score -4880658 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -4881071.000000 Penalty: 5044.261230
	Iteration 4Q: 3 clusters Score -4881071 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -4881710.000000 Penalty: 5044.261230
	Iteration 5Q: 3 clusters Score -4881710 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4882596.000000 Penalty: 5044.261230
	Iteration 6F: 3 clusters Score -4882596 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4883880.500000 Penalty: 5044.261230
	Iteration 7F: 3 clusters Score -4883880 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4885597.500000 Penalty: 5044.261230
	Iteration 8F: 3 clusters Score -4885598 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4887310.000000 Penalty: 5044.261230
	Iteration 9F: 3 clusters Score -4887310 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4888481.500000 Penalty: 5044.261230
	Iteration 10Q: 3 clusters Score -4888482 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4889028.000000 Penalty: 5044.261230
	Iteration 11Q: 3 clusters Score -4889028 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4889228.000000 Penalty: 5044.261230
	Iteration 12Q: 3 clusters Score -4889228 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4889328.000000 Penalty: 5044.261230
	Iteration 13Q: 3 clusters Score -4889328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4889390.500000 Penalty: 5044.261230
	Iteration 14Q: 3 clusters Score -4889390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4889424.500000 Penalty: 5044.261230
	Iteration 15Q: 3 clusters Score -4889424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4889441.000000 Penalty: 5044.261230
	Iteration 16Q: 3 clusters Score -4889441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4889445.500000 Penalty: 5044.261230
	Iteration 17Q: 3 clusters Score -4889446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4889449.000000 Penalty: 5044.261230
	Iteration 18Q: 3 clusters Score -4889449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4889453.500000 Penalty: 5044.261230
	Iteration 19Q: 3 clusters Score -4889454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4889456.000000 Penalty: 5044.261230
	Iteration 20F: 3 clusters Score -4889456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4889454.500000 Penalty: 5044.261230
	Iteration 21Q: 3 clusters Score -4889454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4889454.500000 Penalty: 5044.261230
	Iteration 22F: 3 clusters Score -4889454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (53942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53942 members 
Entering Unmasked Estep 
Score: -10133282.000000 Penalty: 2702.124756
	Iteration 0F: 2 clusters Score -1.013328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -10102173.000000 Penalty: 5404.249512
	Iteration 0F: 3 clusters Score -1.010217e+07 nChanged 24865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -10115865.000000 Penalty: 5404.249512
	Iteration 1F: 3 clusters Score -1.011586e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -10116381.000000 Penalty: 5404.249512
	Iteration 2Q: 3 clusters Score -1.011638e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -10116823.000000 Penalty: 5404.249512
	Iteration 3Q: 3 clusters Score -1.011682e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -10117126.000000 Penalty: 5404.249512
	Iteration 4Q: 3 clusters Score -1.011713e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -10117702.000000 Penalty: 5404.249512
	Iteration 5Q: 3 clusters Score -1.01177e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -10118295.000000 Penalty: 5404.249512
	Iteration 6Q: 3 clusters Score -1.01183e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -10119034.000000 Penalty: 5404.249512
	Iteration 7Q: 3 clusters Score -1.011903e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -10119829.000000 Penalty: 5404.249512
	Iteration 8Q: 3 clusters Score -1.011983e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -10120955.000000 Penalty: 5404.249512
	Iteration 9Q: 3 clusters Score -1.012096e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -10122577.000000 Penalty: 5404.249512
	Iteration 10Q: 3 clusters Score -1.012258e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -10124607.000000 Penalty: 5404.249512
	Iteration 11F: 3 clusters Score -1.012461e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -10126508.000000 Penalty: 5404.249512
	Iteration 12F: 3 clusters Score -1.012651e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -10127592.000000 Penalty: 5404.249512
	Iteration 13Q: 3 clusters Score -1.012759e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -10128041.000000 Penalty: 5404.249512
	Iteration 14Q: 3 clusters Score -1.012804e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -10128253.000000 Penalty: 5404.249512
	Iteration 15Q: 3 clusters Score -1.012825e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -10128327.000000 Penalty: 5404.249512
	Iteration 16Q: 3 clusters Score -1.012833e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -10128451.000000 Penalty: 5404.249512
	Iteration 17Q: 3 clusters Score -1.012845e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -10128536.000000 Penalty: 5404.249512
	Iteration 18Q: 3 clusters Score -1.012854e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -10128575.000000 Penalty: 5404.249512
	Iteration 19Q: 3 clusters Score -1.012858e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -10128622.000000 Penalty: 5404.249512
	Iteration 20F: 3 clusters Score -1.012862e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -10128688.000000 Penalty: 5404.249512
	Iteration 21Q: 3 clusters Score -1.012869e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -10128726.000000 Penalty: 5404.249512
	Iteration 22Q: 3 clusters Score -1.012873e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25912 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -10128777.000000 Penalty: 5404.249512
	Iteration 23Q: 3 clusters Score -1.012878e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -10128794.000000 Penalty: 5404.249512
	Iteration 24Q: 3 clusters Score -1.012879e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -10128817.000000 Penalty: 5404.249512
	Iteration 25Q: 3 clusters Score -1.012882e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -10128862.000000 Penalty: 5404.249512
	Iteration 26Q: 3 clusters Score -1.012886e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -10128910.000000 Penalty: 5404.249512
	Iteration 27Q: 3 clusters Score -1.012891e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -10128974.000000 Penalty: 5404.249512
	Iteration 28Q: 3 clusters Score -1.012897e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -10129020.000000 Penalty: 5404.249512
	Iteration 29Q: 3 clusters Score -1.012902e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -10129040.000000 Penalty: 5404.249512
	Iteration 30Q: 3 clusters Score -1.012904e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -10129050.000000 Penalty: 5404.249512
	Iteration 31Q: 3 clusters Score -1.012905e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -10129087.000000 Penalty: 5404.249512
	Iteration 32Q: 3 clusters Score -1.012909e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -10129176.000000 Penalty: 5404.249512
	Iteration 33Q: 3 clusters Score -1.012918e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -10129225.000000 Penalty: 5404.249512
	Iteration 34Q: 3 clusters Score -1.012922e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -10129259.000000 Penalty: 5404.249512
	Iteration 35Q: 3 clusters Score -1.012926e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -10129266.000000 Penalty: 5404.249512
	Iteration 36Q: 3 clusters Score -1.012927e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -10129308.000000 Penalty: 5404.249512
	Iteration 37Q: 3 clusters Score -1.012931e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -10129319.000000 Penalty: 5404.249512
	Iteration 38Q: 3 clusters Score -1.012932e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -10129291.000000 Penalty: 5404.249512
	Iteration 39Q: 3 clusters Score -1.012929e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -10129314.000000 Penalty: 5404.249512
	Iteration 40F: 3 clusters Score -1.012931e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -10129305.000000 Penalty: 5404.249512
	Iteration 41Q: 3 clusters Score -1.01293e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -10129318.000000 Penalty: 5404.249512
	Iteration 42Q: 3 clusters Score -1.012932e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -10129343.000000 Penalty: 5404.249512
	Iteration 43Q: 3 clusters Score -1.012934e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -10129343.000000 Penalty: 5404.249512
	Iteration 44Q: 3 clusters Score -1.012934e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -10129361.000000 Penalty: 5404.249512
	Iteration 45Q: 3 clusters Score -1.012936e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -10129380.000000 Penalty: 5404.249512
	Iteration 46Q: 3 clusters Score -1.012938e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -10129388.000000 Penalty: 5404.249512
	Iteration 47Q: 3 clusters Score -1.012939e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -10129418.000000 Penalty: 5404.249512
	Iteration 48Q: 3 clusters Score -1.012942e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -10129386.000000 Penalty: 5404.249512
	Iteration 49Q: 3 clusters Score -1.012939e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -10129384.000000 Penalty: 5404.249512
	Iteration 50Q: 3 clusters Score -1.012938e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -10129405.000000 Penalty: 5404.249512
	Iteration 51Q: 3 clusters Score -1.01294e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -10129419.000000 Penalty: 5404.249512
	Iteration 52Q: 3 clusters Score -1.012942e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -10129417.000000 Penalty: 5404.249512
	Iteration 53Q: 3 clusters Score -1.012942e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -10129405.000000 Penalty: 5404.249512
	Iteration 54Q: 3 clusters Score -1.01294e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -10129432.000000 Penalty: 5404.249512
	Iteration 55Q: 3 clusters Score -1.012943e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -10129433.000000 Penalty: 5404.249512
	Iteration 56Q: 3 clusters Score -1.012943e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -10129457.000000 Penalty: 5404.249512
	Iteration 57Q: 3 clusters Score -1.012946e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -10129464.000000 Penalty: 5404.249512
	Iteration 58Q: 3 clusters Score -1.012946e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -10129487.000000 Penalty: 5404.249512
	Iteration 59Q: 3 clusters Score -1.012949e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -10129472.000000 Penalty: 5404.249512
	Iteration 60F: 3 clusters Score -1.012947e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -10129502.000000 Penalty: 5404.249512
	Iteration 61Q: 3 clusters Score -1.01295e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -10129507.000000 Penalty: 5404.249512
	Iteration 62Q: 3 clusters Score -1.012951e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -10129522.000000 Penalty: 5404.249512
	Iteration 63Q: 3 clusters Score -1.012952e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -10129515.000000 Penalty: 5404.249512
	Iteration 64Q: 3 clusters Score -1.012952e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -10129517.000000 Penalty: 5404.249512
	Iteration 65Q: 3 clusters Score -1.012952e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -10129535.000000 Penalty: 5404.249512
	Iteration 66Q: 3 clusters Score -1.012954e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -10129527.000000 Penalty: 5404.249512
	Iteration 67Q: 3 clusters Score -1.012953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -10129539.000000 Penalty: 5404.249512
	Iteration 68Q: 3 clusters Score -1.012954e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 29331 members 
Entering Unmasked Estep 
Score: -10129549.000000 Penalty: 5404.249512
	Iteration 69Q: 3 clusters Score -1.012955e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -10129557.000000 Penalty: 5404.249512
	Iteration 70Q: 3 clusters Score -1.012956e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -10129568.000000 Penalty: 5404.249512
	Iteration 71Q: 3 clusters Score -1.012957e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -10129590.000000 Penalty: 5404.249512
	Iteration 72Q: 3 clusters Score -1.012959e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -10129592.000000 Penalty: 5404.249512
	Iteration 73Q: 3 clusters Score -1.012959e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -10129595.000000 Penalty: 5404.249512
	Iteration 74Q: 3 clusters Score -1.01296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -10129605.000000 Penalty: 5404.249512
	Iteration 75Q: 3 clusters Score -1.01296e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -10129615.000000 Penalty: 5404.249512
	Iteration 76Q: 3 clusters Score -1.012962e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -10129621.000000 Penalty: 5404.249512
	Iteration 77Q: 3 clusters Score -1.012962e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 29740 members 
Entering Unmasked Estep 
Score: -10129625.000000 Penalty: 5404.249512
	Iteration 78Q: 3 clusters Score -1.012962e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -10129607.000000 Penalty: 5404.249512
	Iteration 79Q: 3 clusters Score -1.012961e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -10129591.000000 Penalty: 5404.249512
	Iteration 80F: 3 clusters Score -1.012959e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -10129620.000000 Penalty: 5404.249512
	Iteration 81Q: 3 clusters Score -1.012962e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -10129613.000000 Penalty: 5404.249512
	Iteration 82Q: 3 clusters Score -1.012961e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -10129616.000000 Penalty: 5404.249512
	Iteration 83Q: 3 clusters Score -1.012962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -10129647.000000 Penalty: 5404.249512
	Iteration 84Q: 3 clusters Score -1.012965e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -10129656.000000 Penalty: 5404.249512
	Iteration 85Q: 3 clusters Score -1.012966e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -10129673.000000 Penalty: 5404.249512
	Iteration 86Q: 3 clusters Score -1.012967e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -10129704.000000 Penalty: 5404.249512
	Iteration 87Q: 3 clusters Score -1.01297e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -10129696.000000 Penalty: 5404.249512
	Iteration 88Q: 3 clusters Score -1.01297e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -10129707.000000 Penalty: 5404.249512
	Iteration 89Q: 3 clusters Score -1.012971e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -10129693.000000 Penalty: 5404.249512
	Iteration 90Q: 3 clusters Score -1.012969e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -10129723.000000 Penalty: 5404.249512
	Iteration 91Q: 3 clusters Score -1.012972e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -10129732.000000 Penalty: 5404.249512
	Iteration 92Q: 3 clusters Score -1.012973e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -10129761.000000 Penalty: 5404.249512
	Iteration 93Q: 3 clusters Score -1.012976e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -10129774.000000 Penalty: 5404.249512
	Iteration 94Q: 3 clusters Score -1.012977e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -10129796.000000 Penalty: 5404.249512
	Iteration 95Q: 3 clusters Score -1.01298e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -10129800.000000 Penalty: 5404.249512
	Iteration 96Q: 3 clusters Score -1.01298e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -10129822.000000 Penalty: 5404.249512
	Iteration 97Q: 3 clusters Score -1.012982e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -10129832.000000 Penalty: 5404.249512
	Iteration 98Q: 3 clusters Score -1.012983e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 31902 members 
Entering Unmasked Estep 
Score: -10129870.000000 Penalty: 5404.249512
	Iteration 99Q: 3 clusters Score -1.012987e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -10129881.000000 Penalty: 5404.249512
	Iteration 100F: 3 clusters Score -1.012988e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -10129881.000000 Penalty: 5404.249512
	Iteration 101Q: 3 clusters Score -1.012988e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -10129936.000000 Penalty: 5404.249512
	Iteration 102Q: 3 clusters Score -1.012994e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -10129950.000000 Penalty: 5404.249512
	Iteration 103Q: 3 clusters Score -1.012995e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -10129962.000000 Penalty: 5404.249512
	Iteration 104Q: 3 clusters Score -1.012996e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -10129961.000000 Penalty: 5404.249512
	Iteration 105Q: 3 clusters Score -1.012996e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -10129980.000000 Penalty: 5404.249512
	Iteration 106Q: 3 clusters Score -1.012998e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -10130009.000000 Penalty: 5404.249512
	Iteration 107Q: 3 clusters Score -1.013001e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -10130028.000000 Penalty: 5404.249512
	Iteration 108Q: 3 clusters Score -1.013003e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -10130022.000000 Penalty: 5404.249512
	Iteration 109Q: 3 clusters Score -1.013002e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -10130012.000000 Penalty: 5404.249512
	Iteration 110Q: 3 clusters Score -1.013001e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -10130056.000000 Penalty: 5404.249512
	Iteration 111Q: 3 clusters Score -1.013006e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -10130070.000000 Penalty: 5404.249512
	Iteration 112Q: 3 clusters Score -1.013007e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -10130095.000000 Penalty: 5404.249512
	Iteration 113Q: 3 clusters Score -1.01301e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -10130104.000000 Penalty: 5404.249512
	Iteration 114Q: 3 clusters Score -1.01301e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -10130134.000000 Penalty: 5404.249512
	Iteration 115Q: 3 clusters Score -1.013013e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -10130132.000000 Penalty: 5404.249512
	Iteration 116Q: 3 clusters Score -1.013013e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -10130165.000000 Penalty: 5404.249512
	Iteration 117Q: 3 clusters Score -1.013016e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -10130190.000000 Penalty: 5404.249512
	Iteration 118Q: 3 clusters Score -1.013019e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -10130234.000000 Penalty: 5404.249512
	Iteration 119Q: 3 clusters Score -1.013023e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -10130290.000000 Penalty: 5404.249512
	Iteration 120F: 3 clusters Score -1.013029e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -10130280.000000 Penalty: 5404.249512
	Iteration 121Q: 3 clusters Score -1.013028e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -10130330.000000 Penalty: 5404.249512
	Iteration 122Q: 3 clusters Score -1.013033e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -10130307.000000 Penalty: 5404.249512
	Iteration 123Q: 3 clusters Score -1.013031e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -10130363.000000 Penalty: 5404.249512
	Iteration 124Q: 3 clusters Score -1.013036e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -10130408.000000 Penalty: 5404.249512
	Iteration 125Q: 3 clusters Score -1.013041e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -10130423.000000 Penalty: 5404.249512
	Iteration 126Q: 3 clusters Score -1.013042e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -10130469.000000 Penalty: 5404.249512
	Iteration 127Q: 3 clusters Score -1.013047e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -10130515.000000 Penalty: 5404.249512
	Iteration 128Q: 3 clusters Score -1.013052e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -10130554.000000 Penalty: 5404.249512
	Iteration 129Q: 3 clusters Score -1.013055e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -10130618.000000 Penalty: 5404.249512
	Iteration 130Q: 3 clusters Score -1.013062e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -10130643.000000 Penalty: 5404.249512
	Iteration 131Q: 3 clusters Score -1.013064e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -10130700.000000 Penalty: 5404.249512
	Iteration 132Q: 3 clusters Score -1.01307e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -10130808.000000 Penalty: 5404.249512
	Iteration 133Q: 3 clusters Score -1.013081e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -10130831.000000 Penalty: 5404.249512
	Iteration 134Q: 3 clusters Score -1.013083e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -10130887.000000 Penalty: 5404.249512
	Iteration 135Q: 3 clusters Score -1.013089e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -10130987.000000 Penalty: 5404.249512
	Iteration 136Q: 3 clusters Score -1.013099e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -10131056.000000 Penalty: 5404.249512
	Iteration 137Q: 3 clusters Score -1.013106e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -10131128.000000 Penalty: 5404.249512
	Iteration 138Q: 3 clusters Score -1.013113e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -10131181.000000 Penalty: 5404.249512
	Iteration 139Q: 3 clusters Score -1.013118e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -10131242.000000 Penalty: 5404.249512
	Iteration 140F: 3 clusters Score -1.013124e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10131310.000000 Penalty: 5404.249512
	Iteration 141Q: 3 clusters Score -1.013131e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -10131352.000000 Penalty: 5404.249512
	Iteration 142Q: 3 clusters Score -1.013135e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 43534 members 
Entering Unmasked Estep 
Score: -10131295.000000 Penalty: 5404.249512
	Iteration 143Q: 3 clusters Score -1.01313e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -10131271.000000 Penalty: 5404.249512
	Iteration 144Q: 3 clusters Score -1.013127e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -10131338.000000 Penalty: 5404.249512
	Iteration 145Q: 3 clusters Score -1.013134e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -10131329.000000 Penalty: 5404.249512
	Iteration 146Q: 3 clusters Score -1.013133e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -10131358.000000 Penalty: 5404.249512
	Iteration 147Q: 3 clusters Score -1.013136e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -10131361.000000 Penalty: 5404.249512
	Iteration 148Q: 3 clusters Score -1.013136e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -10131392.000000 Penalty: 5404.249512
	Iteration 149Q: 3 clusters Score -1.013139e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -10131406.000000 Penalty: 5404.249512
	Iteration 150Q: 3 clusters Score -1.013141e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -10131371.000000 Penalty: 5404.249512
	Iteration 151Q: 3 clusters Score -1.013137e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -10131445.000000 Penalty: 5404.249512
	Iteration 152Q: 3 clusters Score -1.013144e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -10131522.000000 Penalty: 5404.249512
	Iteration 153Q: 3 clusters Score -1.013152e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -10131616.000000 Penalty: 5404.249512
	Iteration 154Q: 3 clusters Score -1.013162e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -10131664.000000 Penalty: 5404.249512
	Iteration 155Q: 3 clusters Score -1.013166e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -10131682.000000 Penalty: 5404.249512
	Iteration 156Q: 3 clusters Score -1.013168e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -10131750.000000 Penalty: 5404.249512
	Iteration 157Q: 3 clusters Score -1.013175e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -10131787.000000 Penalty: 5404.249512
	Iteration 158Q: 3 clusters Score -1.013179e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -10131828.000000 Penalty: 5404.249512
	Iteration 159Q: 3 clusters Score -1.013183e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -10131856.000000 Penalty: 5404.249512
	Iteration 160F: 3 clusters Score -1.013186e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 49317 members 
Entering Unmasked Estep 
Score: -10131871.000000 Penalty: 5404.249512
	Iteration 161Q: 3 clusters Score -1.013187e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -10131864.000000 Penalty: 5404.249512
	Iteration 162Q: 3 clusters Score -1.013186e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -10131855.000000 Penalty: 5404.249512
	Iteration 163Q: 3 clusters Score -1.013186e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -10131839.000000 Penalty: 5404.249512
	Iteration 164Q: 3 clusters Score -1.013184e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -10131846.000000 Penalty: 5404.249512
	Iteration 165Q: 3 clusters Score -1.013185e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -10131836.000000 Penalty: 5404.249512
	Iteration 166Q: 3 clusters Score -1.013184e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -10131833.000000 Penalty: 5404.249512
	Iteration 167Q: 3 clusters Score -1.013183e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -10131838.000000 Penalty: 5404.249512
	Iteration 168Q: 3 clusters Score -1.013184e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 50082 members 
Entering Unmasked Estep 
Score: -10131847.000000 Penalty: 5404.249512
	Iteration 169Q: 3 clusters Score -1.013185e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 50169 members 
Entering Unmasked Estep 
Score: -10131811.000000 Penalty: 5404.249512
	Iteration 170Q: 3 clusters Score -1.013181e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -10131816.000000 Penalty: 5404.249512
	Iteration 171Q: 3 clusters Score -1.013182e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -10131817.000000 Penalty: 5404.249512
	Iteration 172Q: 3 clusters Score -1.013182e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 50400 members 
Entering Unmasked Estep 
Score: -10131804.000000 Penalty: 5404.249512
	Iteration 173Q: 3 clusters Score -1.01318e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 50487 members 
Entering Unmasked Estep 
Score: -10131818.000000 Penalty: 5404.249512
	Iteration 174Q: 3 clusters Score -1.013182e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -10131812.000000 Penalty: 5404.249512
	Iteration 175Q: 3 clusters Score -1.013181e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 50663 members 
Entering Unmasked Estep 
Score: -10131821.000000 Penalty: 5404.249512
	Iteration 176Q: 3 clusters Score -1.013182e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 50736 members 
Entering Unmasked Estep 
Score: -10131843.000000 Penalty: 5404.249512
	Iteration 177Q: 3 clusters Score -1.013184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -10131821.000000 Penalty: 5404.249512
	Iteration 178Q: 3 clusters Score -1.013182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -10131816.000000 Penalty: 5404.249512
	Iteration 179Q: 3 clusters Score -1.013182e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -10131816.000000 Penalty: 5404.249512
	Iteration 180F: 3 clusters Score -1.013182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -10131806.000000 Penalty: 5404.249512
	Iteration 181Q: 3 clusters Score -1.013181e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -10131801.000000 Penalty: 5404.249512
	Iteration 182Q: 3 clusters Score -1.01318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -10131797.000000 Penalty: 5404.249512
	Iteration 183Q: 3 clusters Score -1.01318e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -10131791.000000 Penalty: 5404.249512
	Iteration 184Q: 3 clusters Score -1.013179e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -10131784.000000 Penalty: 5404.249512
	Iteration 185Q: 3 clusters Score -1.013178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -10131780.000000 Penalty: 5404.249512
	Iteration 186Q: 3 clusters Score -1.013178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -10131788.000000 Penalty: 5404.249512
	Iteration 187Q: 3 clusters Score -1.013179e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -10131766.000000 Penalty: 5404.249512
	Iteration 188Q: 3 clusters Score -1.013177e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -10131768.000000 Penalty: 5404.249512
	Iteration 189Q: 3 clusters Score -1.013177e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -10131754.000000 Penalty: 5404.249512
	Iteration 190Q: 3 clusters Score -1.013175e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -10131760.000000 Penalty: 5404.249512
	Iteration 191Q: 3 clusters Score -1.013176e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -10131740.000000 Penalty: 5404.249512
	Iteration 192Q: 3 clusters Score -1.013174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -10131735.000000 Penalty: 5404.249512
	Iteration 193Q: 3 clusters Score -1.013174e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -10131756.000000 Penalty: 5404.249512
	Iteration 194Q: 3 clusters Score -1.013176e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -10131732.000000 Penalty: 5404.249512
	Iteration 195Q: 3 clusters Score -1.013173e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -10131747.000000 Penalty: 5404.249512
	Iteration 196Q: 3 clusters Score -1.013175e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -10131737.000000 Penalty: 5404.249512
	Iteration 197Q: 3 clusters Score -1.013174e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -10131715.000000 Penalty: 5404.249512
	Iteration 198Q: 3 clusters Score -1.013172e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 51639 members 
Entering Unmasked Estep 
Score: -10131728.000000 Penalty: 5404.249512
	Iteration 199Q: 3 clusters Score -1.013173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -10131749.000000 Penalty: 5404.249512
	Iteration 200F: 3 clusters Score -1.013175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -10131777.000000 Penalty: 5404.249512
	Iteration 201Q: 3 clusters Score -1.013178e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -10131768.000000 Penalty: 5404.249512
	Iteration 202Q: 3 clusters Score -1.013177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 51712 members 
Entering Unmasked Estep 
Score: -10131771.000000 Penalty: 5404.249512
	Iteration 203Q: 3 clusters Score -1.013177e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 51727 members 
Entering Unmasked Estep 
Score: -10131759.000000 Penalty: 5404.249512
	Iteration 204Q: 3 clusters Score -1.013176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 51741 members 
Entering Unmasked Estep 
Score: -10131762.000000 Penalty: 5404.249512
	Iteration 205Q: 3 clusters Score -1.013176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -10131759.000000 Penalty: 5404.249512
	Iteration 206Q: 3 clusters Score -1.013176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 51763 members 
Entering Unmasked Estep 
Score: -10131757.000000 Penalty: 5404.249512
	Iteration 207Q: 3 clusters Score -1.013176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 51770 members 
Entering Unmasked Estep 
Score: -10131760.000000 Penalty: 5404.249512
	Iteration 208Q: 3 clusters Score -1.013176e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -10131746.000000 Penalty: 5404.249512
	Iteration 209Q: 3 clusters Score -1.013175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -10131733.000000 Penalty: 5404.249512
	Iteration 210Q: 3 clusters Score -1.013173e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -10131747.000000 Penalty: 5404.249512
	Iteration 211Q: 3 clusters Score -1.013175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -10131740.000000 Penalty: 5404.249512
	Iteration 212Q: 3 clusters Score -1.013174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -10131741.000000 Penalty: 5404.249512
	Iteration 213Q: 3 clusters Score -1.013174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -10131735.000000 Penalty: 5404.249512
	Iteration 214Q: 3 clusters Score -1.013174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -10131740.000000 Penalty: 5404.249512
	Iteration 215Q: 3 clusters Score -1.013174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -10131740.000000 Penalty: 5404.249512
	Iteration 216Q: 3 clusters Score -1.013174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -10131736.000000 Penalty: 5404.249512
	Iteration 217Q: 3 clusters Score -1.013174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -10131740.000000 Penalty: 5404.249512
	Iteration 218Q: 3 clusters Score -1.013174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -10131744.000000 Penalty: 5404.249512
	Iteration 219Q: 3 clusters Score -1.013174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -10131749.000000 Penalty: 5404.249512
	Iteration 220F: 3 clusters Score -1.013175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 51839 members 
Entering Unmasked Estep 
Score: -10131742.000000 Penalty: 5404.249512
	Iteration 221Q: 3 clusters Score -1.013174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 51844 members 
Entering Unmasked Estep 
Score: -10131755.000000 Penalty: 5404.249512
	Iteration 222Q: 3 clusters Score -1.013176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -10131765.000000 Penalty: 5404.249512
	Iteration 223Q: 3 clusters Score -1.013176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 51868 members 
Entering Unmasked Estep 
Score: -10131751.000000 Penalty: 5404.249512
	Iteration 224Q: 3 clusters Score -1.013175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 51875 members 
Entering Unmasked Estep 
Score: -10131755.000000 Penalty: 5404.249512
	Iteration 225Q: 3 clusters Score -1.013176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -10131750.000000 Penalty: 5404.249512
	Iteration 226Q: 3 clusters Score -1.013175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -10131753.000000 Penalty: 5404.249512
	Iteration 227Q: 3 clusters Score -1.013175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -10131758.000000 Penalty: 5404.249512
	Iteration 228Q: 3 clusters Score -1.013176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51885 members 
Entering Unmasked Estep 
Score: -10131765.000000 Penalty: 5404.249512
	Iteration 229Q: 3 clusters Score -1.013176e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -10131756.000000 Penalty: 5404.249512
	Iteration 230Q: 3 clusters Score -1.013176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 51893 members 
Entering Unmasked Estep 
Score: -10131752.000000 Penalty: 5404.249512
	Iteration 231Q: 3 clusters Score -1.013175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -10131744.000000 Penalty: 5404.249512
	Iteration 232Q: 3 clusters Score -1.013174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -10131757.000000 Penalty: 5404.249512
	Iteration 233Q: 3 clusters Score -1.013176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -10131747.000000 Penalty: 5404.249512
	Iteration 234Q: 3 clusters Score -1.013175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -10131749.000000 Penalty: 5404.249512
	Iteration 235Q: 3 clusters Score -1.013175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -10131758.000000 Penalty: 5404.249512
	Iteration 236Q: 3 clusters Score -1.013176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -10131753.000000 Penalty: 5404.249512
	Iteration 237Q: 3 clusters Score -1.013175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -10131750.000000 Penalty: 5404.249512
	Iteration 238Q: 3 clusters Score -1.013175e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -10131757.000000 Penalty: 5404.249512
	Iteration 239Q: 3 clusters Score -1.013176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -10131754.000000 Penalty: 5404.249512
	Iteration 240F: 3 clusters Score -1.013175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -10131765.000000 Penalty: 5404.249512
	Iteration 241Q: 3 clusters Score -1.013176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -10131760.000000 Penalty: 5404.249512
	Iteration 242Q: 3 clusters Score -1.013176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 51966 members 
Entering Unmasked Estep 
Score: -10131751.000000 Penalty: 5404.249512
	Iteration 243Q: 3 clusters Score -1.013175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -10131743.000000 Penalty: 5404.249512
	Iteration 244Q: 3 clusters Score -1.013174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 51969 members 
Entering Unmasked Estep 
Score: -10131743.000000 Penalty: 5404.249512
	Iteration 245F: 3 clusters Score -1.013174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Entering Unmasked Estep 
Score: -2014655.625000 Penalty: 2305.195068
	Iteration 0F: 2 clusters Score -2014656 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 5415 members 
Entering Unmasked Estep 
Score: -2006514.500000 Penalty: 4610.390137
	Iteration 0F: 3 clusters Score -2006514 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2008926.500000 Penalty: 4610.390137
	Iteration 1F: 3 clusters Score -2008926 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -2009403.750000 Penalty: 4610.390137
	Iteration 2F: 3 clusters Score -2009404 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2009918.250000 Penalty: 4610.390137
	Iteration 3F: 3 clusters Score -2009918 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2010497.375000 Penalty: 4610.390137
	Iteration 4F: 3 clusters Score -2010497 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -2011037.500000 Penalty: 4610.390137
	Iteration 5F: 3 clusters Score -2011038 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2011535.500000 Penalty: 4610.390137
	Iteration 6F: 3 clusters Score -2011536 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2011978.750000 Penalty: 4610.390137
	Iteration 7F: 3 clusters Score -2011979 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2012360.500000 Penalty: 4610.390137
	Iteration 8Q: 3 clusters Score -2012360 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2012666.875000 Penalty: 4610.390137
	Iteration 9Q: 3 clusters Score -2012667 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2012872.500000 Penalty: 4610.390137
	Iteration 10Q: 3 clusters Score -2012872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2012971.625000 Penalty: 4610.390137
	Iteration 11Q: 3 clusters Score -2012972 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2013025.250000 Penalty: 4610.390137
	Iteration 12Q: 3 clusters Score -2013025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2013053.375000 Penalty: 4610.390137
	Iteration 13Q: 3 clusters Score -2013053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2013069.750000 Penalty: 4610.390137
	Iteration 14Q: 3 clusters Score -2013070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2013078.500000 Penalty: 4610.390137
	Iteration 15Q: 3 clusters Score -2013078 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2013083.750000 Penalty: 4610.390137
	Iteration 16Q: 3 clusters Score -2013084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2013088.125000 Penalty: 4610.390137
	Iteration 17Q: 3 clusters Score -2013088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2013096.875000 Penalty: 4610.390137
	Iteration 18Q: 3 clusters Score -2013097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2013105.875000 Penalty: 4610.390137
	Iteration 19Q: 3 clusters Score -2013106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2013108.625000 Penalty: 4610.390137
	Iteration 20F: 3 clusters Score -2013109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2013112.125000 Penalty: 4610.390137
	Iteration 21Q: 3 clusters Score -2013112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2013112.625000 Penalty: 4610.390137
	Iteration 22Q: 3 clusters Score -2013113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2013113.125000 Penalty: 4610.390137
	Iteration 23Q: 3 clusters Score -2013113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2013112.000000 Penalty: 4610.390137
	Iteration 24Q: 3 clusters Score -2013112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2013113.875000 Penalty: 4610.390137
	Iteration 25Q: 3 clusters Score -2013114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -2013114.500000 Penalty: 4610.390137
	Iteration 26Q: 3 clusters Score -2013114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2013111.625000 Penalty: 4610.390137
	Iteration 27Q: 3 clusters Score -2013112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2013112.875000 Penalty: 4610.390137
	Iteration 28Q: 3 clusters Score -2013113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2013112.125000 Penalty: 4610.390137
	Iteration 29Q: 3 clusters Score -2013112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2013115.750000 Penalty: 4610.390137
	Iteration 30Q: 3 clusters Score -2013116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -2013115.625000 Penalty: 4610.390137
	Iteration 31Q: 3 clusters Score -2013116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2013116.125000 Penalty: 4610.390137
	Iteration 32Q: 3 clusters Score -2013116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2013114.375000 Penalty: 4610.390137
	Iteration 33Q: 3 clusters Score -2013114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2013116.375000 Penalty: 4610.390137
	Iteration 34Q: 3 clusters Score -2013116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2013118.750000 Penalty: 4610.390137
	Iteration 35Q: 3 clusters Score -2013119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2013121.500000 Penalty: 4610.390137
	Iteration 36Q: 3 clusters Score -2013122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -2013120.375000 Penalty: 4610.390137
	Iteration 37Q: 3 clusters Score -2013120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -2013124.375000 Penalty: 4610.390137
	Iteration 38Q: 3 clusters Score -2013124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2013126.625000 Penalty: 4610.390137
	Iteration 39Q: 3 clusters Score -2013127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2013125.000000 Penalty: 4610.390137
	Iteration 40F: 3 clusters Score -2013125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2013126.125000 Penalty: 4610.390137
	Iteration 41Q: 3 clusters Score -2013126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2013128.500000 Penalty: 4610.390137
	Iteration 42Q: 3 clusters Score -2013128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2013127.000000 Penalty: 4610.390137
	Iteration 43Q: 3 clusters Score -2013127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2013128.250000 Penalty: 4610.390137
	Iteration 44Q: 3 clusters Score -2013128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2013131.875000 Penalty: 4610.390137
	Iteration 45Q: 3 clusters Score -2013132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2013131.875000 Penalty: 4610.390137
	Iteration 46Q: 3 clusters Score -2013132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -2013128.375000 Penalty: 4610.390137
	Iteration 47Q: 3 clusters Score -2013128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2013129.375000 Penalty: 4610.390137
	Iteration 48Q: 3 clusters Score -2013129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2013132.625000 Penalty: 4610.390137
	Iteration 49Q: 3 clusters Score -2013133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2013135.875000 Penalty: 4610.390137
	Iteration 50Q: 3 clusters Score -2013136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -2013137.625000 Penalty: 4610.390137
	Iteration 51Q: 3 clusters Score -2013138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2013138.625000 Penalty: 4610.390137
	Iteration 52Q: 3 clusters Score -2013139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2013144.000000 Penalty: 4610.390137
	Iteration 53Q: 3 clusters Score -2013144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2013147.875000 Penalty: 4610.390137
	Iteration 54Q: 3 clusters Score -2013148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2013147.875000 Penalty: 4610.390137
	Iteration 55Q: 3 clusters Score -2013148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2013147.750000 Penalty: 4610.390137
	Iteration 56Q: 3 clusters Score -2013148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2013151.375000 Penalty: 4610.390137
	Iteration 57Q: 3 clusters Score -2013151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2013159.000000 Penalty: 4610.390137
	Iteration 58Q: 3 clusters Score -2013159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2013156.250000 Penalty: 4610.390137
	Iteration 59Q: 3 clusters Score -2013156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2013163.125000 Penalty: 4610.390137
	Iteration 60F: 3 clusters Score -2013163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2013167.375000 Penalty: 4610.390137
	Iteration 61Q: 3 clusters Score -2013167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2013178.625000 Penalty: 4610.390137
	Iteration 62Q: 3 clusters Score -2013179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2013180.500000 Penalty: 4610.390137
	Iteration 63Q: 3 clusters Score -2013180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2013187.375000 Penalty: 4610.390137
	Iteration 64Q: 3 clusters Score -2013187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -2013193.750000 Penalty: 4610.390137
	Iteration 65Q: 3 clusters Score -2013194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2013194.125000 Penalty: 4610.390137
	Iteration 66Q: 3 clusters Score -2013194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2013203.125000 Penalty: 4610.390137
	Iteration 67Q: 3 clusters Score -2013203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2013206.625000 Penalty: 4610.390137
	Iteration 68Q: 3 clusters Score -2013207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2013210.375000 Penalty: 4610.390137
	Iteration 69Q: 3 clusters Score -2013210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2013218.000000 Penalty: 4610.390137
	Iteration 70Q: 3 clusters Score -2013218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2013226.875000 Penalty: 4610.390137
	Iteration 71Q: 3 clusters Score -2013227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2013236.125000 Penalty: 4610.390137
	Iteration 72Q: 3 clusters Score -2013236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2013241.375000 Penalty: 4610.390137
	Iteration 73Q: 3 clusters Score -2013241 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2013251.375000 Penalty: 4610.390137
	Iteration 74Q: 3 clusters Score -2013251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2013256.875000 Penalty: 4610.390137
	Iteration 75Q: 3 clusters Score -2013257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2013265.500000 Penalty: 4610.390137
	Iteration 76Q: 3 clusters Score -2013266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2013271.125000 Penalty: 4610.390137
	Iteration 77Q: 3 clusters Score -2013271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2013276.375000 Penalty: 4610.390137
	Iteration 78Q: 3 clusters Score -2013276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2013282.375000 Penalty: 4610.390137
	Iteration 79Q: 3 clusters Score -2013282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2013284.000000 Penalty: 4610.390137
	Iteration 80F: 3 clusters Score -2013284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2013290.250000 Penalty: 4610.390137
	Iteration 81Q: 3 clusters Score -2013290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2013296.000000 Penalty: 4610.390137
	Iteration 82Q: 3 clusters Score -2013296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2013295.625000 Penalty: 4610.390137
	Iteration 83Q: 3 clusters Score -2013296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2013299.125000 Penalty: 4610.390137
	Iteration 84Q: 3 clusters Score -2013299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2013301.125000 Penalty: 4610.390137
	Iteration 85Q: 3 clusters Score -2013301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2013301.750000 Penalty: 4610.390137
	Iteration 86Q: 3 clusters Score -2013302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2013299.500000 Penalty: 4610.390137
	Iteration 87Q: 3 clusters Score -2013300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2013301.000000 Penalty: 4610.390137
	Iteration 88Q: 3 clusters Score -2013301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2013303.125000 Penalty: 4610.390137
	Iteration 89Q: 3 clusters Score -2013303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2013297.375000 Penalty: 4610.390137
	Iteration 90Q: 3 clusters Score -2013297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2013299.750000 Penalty: 4610.390137
	Iteration 91Q: 3 clusters Score -2013300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2013300.250000 Penalty: 4610.390137
	Iteration 92Q: 3 clusters Score -2013300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2013300.250000 Penalty: 4610.390137
	Iteration 93F: 3 clusters Score -2013300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Entering Unmasked Estep 
Score: -5408289.000000 Penalty: 2554.686768
	Iteration 0F: 2 clusters Score -5408289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5387786.000000 Penalty: 5109.373535
	Iteration 0F: 3 clusters Score -5387786 nChanged 13423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5395077.500000 Penalty: 5109.373535
	Iteration 1F: 3 clusters Score -5395078 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5395446.500000 Penalty: 5109.373535
	Iteration 2Q: 3 clusters Score -5395446 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5395780.000000 Penalty: 5109.373535
	Iteration 3Q: 3 clusters Score -5395780 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5396110.500000 Penalty: 5109.373535
	Iteration 4Q: 3 clusters Score -5396110 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5396491.000000 Penalty: 5109.373535
	Iteration 5Q: 3 clusters Score -5396491 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -5396945.500000 Penalty: 5109.373535
	Iteration 6Q: 3 clusters Score -5396946 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -5397531.500000 Penalty: 5109.373535
	Iteration 7Q: 3 clusters Score -5397532 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -5398375.000000 Penalty: 5109.373535
	Iteration 8Q: 3 clusters Score -5398375 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -5399612.000000 Penalty: 5109.373535
	Iteration 9F: 3 clusters Score -5399612 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5401284.500000 Penalty: 5109.373535
	Iteration 10F: 3 clusters Score -5401284 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -5403083.500000 Penalty: 5109.373535
	Iteration 11F: 3 clusters Score -5403084 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5404536.000000 Penalty: 5109.373535
	Iteration 12F: 3 clusters Score -5404536 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5405395.000000 Penalty: 5109.373535
	Iteration 13Q: 3 clusters Score -5405395 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5405761.000000 Penalty: 5109.373535
	Iteration 14Q: 3 clusters Score -5405761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5405924.500000 Penalty: 5109.373535
	Iteration 15Q: 3 clusters Score -5405924 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5406026.500000 Penalty: 5109.373535
	Iteration 16Q: 3 clusters Score -5406026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5406071.000000 Penalty: 5109.373535
	Iteration 17Q: 3 clusters Score -5406071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5406103.000000 Penalty: 5109.373535
	Iteration 18Q: 3 clusters Score -5406103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5406123.000000 Penalty: 5109.373535
	Iteration 19Q: 3 clusters Score -5406123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5406121.500000 Penalty: 5109.373535
	Iteration 20F: 3 clusters Score -5406122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5406131.000000 Penalty: 5109.373535
	Iteration 21Q: 3 clusters Score -5406131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5406142.000000 Penalty: 5109.373535
	Iteration 22Q: 3 clusters Score -5406142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5406151.500000 Penalty: 5109.373535
	Iteration 23Q: 3 clusters Score -5406152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5406159.000000 Penalty: 5109.373535
	Iteration 24Q: 3 clusters Score -5406159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5406171.000000 Penalty: 5109.373535
	Iteration 25Q: 3 clusters Score -5406171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5406167.000000 Penalty: 5109.373535
	Iteration 26Q: 3 clusters Score -5406167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5406169.000000 Penalty: 5109.373535
	Iteration 27Q: 3 clusters Score -5406169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5406169.000000 Penalty: 5109.373535
	Iteration 28F: 3 clusters Score -5406169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Entering Unmasked Estep 
Score: -438209.156250 Penalty: 1943.419678
	Iteration 0F: 2 clusters Score -438209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -435236.968750 Penalty: 3886.839355
	Iteration 0F: 3 clusters Score -435237 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -435882.000000 Penalty: 3886.839355
	Iteration 1F: 3 clusters Score -435882 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -436155.406250 Penalty: 3886.839355
	Iteration 2F: 3 clusters Score -436155.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -436424.468750 Penalty: 3886.839355
	Iteration 3F: 3 clusters Score -436424.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436650.656250 Penalty: 3886.839355
	Iteration 4F: 3 clusters Score -436650.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -436878.406250 Penalty: 3886.839355
	Iteration 5F: 3 clusters Score -436878.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -437106.468750 Penalty: 3886.839355
	Iteration 6F: 3 clusters Score -437106.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -437274.250000 Penalty: 3886.839355
	Iteration 7F: 3 clusters Score -437274.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -437361.187500 Penalty: 3886.839355
	Iteration 8Q: 3 clusters Score -437361.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -437419.593750 Penalty: 3886.839355
	Iteration 9Q: 3 clusters Score -437419.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -437459.750000 Penalty: 3886.839355
	Iteration 10Q: 3 clusters Score -437459.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -437482.156250 Penalty: 3886.839355
	Iteration 11Q: 3 clusters Score -437482.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -437495.281250 Penalty: 3886.839355
	Iteration 12Q: 3 clusters Score -437495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -437502.375000 Penalty: 3886.839355
	Iteration 13Q: 3 clusters Score -437502.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -437506.625000 Penalty: 3886.839355
	Iteration 14Q: 3 clusters Score -437506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -437506.625000 Penalty: 3886.839355
	Iteration 15F: 3 clusters Score -437506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1520295.625000 Penalty: 2233.340576
	Iteration 0F: 2 clusters Score -1520296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1513830.875000 Penalty: 4466.681152
	Iteration 0F: 3 clusters Score -1513831 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1515673.125000 Penalty: 4466.681152
	Iteration 1F: 3 clusters Score -1515673 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1516063.375000 Penalty: 4466.681152
	Iteration 2F: 3 clusters Score -1516063 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1516482.875000 Penalty: 4466.681152
	Iteration 3F: 3 clusters Score -1516483 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1516813.625000 Penalty: 4466.681152
	Iteration 4F: 3 clusters Score -1516814 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1517075.000000 Penalty: 4466.681152
	Iteration 5F: 3 clusters Score -1517075 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1517283.875000 Penalty: 4466.681152
	Iteration 6Q: 3 clusters Score -1517284 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1517459.500000 Penalty: 4466.681152
	Iteration 7Q: 3 clusters Score -1517460 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1517653.625000 Penalty: 4466.681152
	Iteration 8Q: 3 clusters Score -1517654 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1517836.375000 Penalty: 4466.681152
	Iteration 9Q: 3 clusters Score -1517836 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1518000.375000 Penalty: 4466.681152
	Iteration 10Q: 3 clusters Score -1518000 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1518169.625000 Penalty: 4466.681152
	Iteration 11Q: 3 clusters Score -1518170 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1518330.500000 Penalty: 4466.681152
	Iteration 12Q: 3 clusters Score -1518330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1518488.125000 Penalty: 4466.681152
	Iteration 13Q: 3 clusters Score -1518488 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1518603.250000 Penalty: 4466.681152
	Iteration 14Q: 3 clusters Score -1518603 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1518694.375000 Penalty: 4466.681152
	Iteration 15Q: 3 clusters Score -1518694 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1518738.125000 Penalty: 4466.681152
	Iteration 16Q: 3 clusters Score -1518738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1518762.750000 Penalty: 4466.681152
	Iteration 17Q: 3 clusters Score -1518763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1518785.000000 Penalty: 4466.681152
	Iteration 18Q: 3 clusters Score -1518785 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1518798.375000 Penalty: 4466.681152
	Iteration 19Q: 3 clusters Score -1518798 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1518805.500000 Penalty: 4466.681152
	Iteration 20F: 3 clusters Score -1518806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1518819.625000 Penalty: 4466.681152
	Iteration 21Q: 3 clusters Score -1518820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1518827.625000 Penalty: 4466.681152
	Iteration 22Q: 3 clusters Score -1518828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1518840.125000 Penalty: 4466.681152
	Iteration 23Q: 3 clusters Score -1518840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1518845.875000 Penalty: 4466.681152
	Iteration 24Q: 3 clusters Score -1518846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1518846.250000 Penalty: 4466.681152
	Iteration 25Q: 3 clusters Score -1518846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1518855.375000 Penalty: 4466.681152
	Iteration 26Q: 3 clusters Score -1518855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1518858.625000 Penalty: 4466.681152
	Iteration 27Q: 3 clusters Score -1518859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1518861.000000 Penalty: 4466.681152
	Iteration 28Q: 3 clusters Score -1518861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1518869.500000 Penalty: 4466.681152
	Iteration 29Q: 3 clusters Score -1518870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1518866.250000 Penalty: 4466.681152
	Iteration 30Q: 3 clusters Score -1518866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1518867.375000 Penalty: 4466.681152
	Iteration 31Q: 3 clusters Score -1518867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1518869.250000 Penalty: 4466.681152
	Iteration 32Q: 3 clusters Score -1518869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1518872.000000 Penalty: 4466.681152
	Iteration 33Q: 3 clusters Score -1518872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1518874.625000 Penalty: 4466.681152
	Iteration 34Q: 3 clusters Score -1518875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1518873.125000 Penalty: 4466.681152
	Iteration 35Q: 3 clusters Score -1518873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1518874.500000 Penalty: 4466.681152
	Iteration 36Q: 3 clusters Score -1518874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1518874.500000 Penalty: 4466.681152
	Iteration 37F: 3 clusters Score -1518874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -45983.105469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -45983.11 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 218 members 
Entering Unmasked Estep 
Score: -44652.007812 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -44652.01 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44954.359375 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -44954.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45035.128906 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -45035.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45067.257812 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -45067.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45102.578125 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -45102.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45143.093750 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -45143.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45161.714844 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -45161.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45171.898438 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -45171.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -45171.898438 Penalty: 3012.230225
	Iteration 8F: 3 clusters Score -45171.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Entering Unmasked Estep 
Score: -8663808.000000 Penalty: 2663.691650
	Iteration 0F: 2 clusters Score -8663808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8634908.000000 Penalty: 5327.383301
	Iteration 0F: 3 clusters Score -8634908 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -8646418.000000 Penalty: 5327.383301
	Iteration 1F: 3 clusters Score -8646418 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8646877.000000 Penalty: 5327.383301
	Iteration 2Q: 3 clusters Score -8646877 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8647300.000000 Penalty: 5327.383301
	Iteration 3Q: 3 clusters Score -8647300 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -8647922.000000 Penalty: 5327.383301
	Iteration 4Q: 3 clusters Score -8647922 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -8648653.000000 Penalty: 5327.383301
	Iteration 5Q: 3 clusters Score -8648653 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -8649719.000000 Penalty: 5327.383301
	Iteration 6Q: 3 clusters Score -8649719 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -8651249.000000 Penalty: 5327.383301
	Iteration 7F: 3 clusters Score -8651249 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -8653036.000000 Penalty: 5327.383301
	Iteration 8F: 3 clusters Score -8653036 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -8654918.000000 Penalty: 5327.383301
	Iteration 9F: 3 clusters Score -8654918 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -8656829.000000 Penalty: 5327.383301
	Iteration 10F: 3 clusters Score -8656829 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -8658418.000000 Penalty: 5327.383301
	Iteration 11F: 3 clusters Score -8658418 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -8659494.000000 Penalty: 5327.383301
	Iteration 12Q: 3 clusters Score -8659494 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -8660042.000000 Penalty: 5327.383301
	Iteration 13Q: 3 clusters Score -8660042 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -8660232.000000 Penalty: 5327.383301
	Iteration 14Q: 3 clusters Score -8660232 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -8660333.000000 Penalty: 5327.383301
	Iteration 15Q: 3 clusters Score -8660333 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8660383.000000 Penalty: 5327.383301
	Iteration 16Q: 3 clusters Score -8660383 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -8660441.000000 Penalty: 5327.383301
	Iteration 17Q: 3 clusters Score -8660441 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -8660494.000000 Penalty: 5327.383301
	Iteration 18Q: 3 clusters Score -8660494 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -8660542.000000 Penalty: 5327.383301
	Iteration 19Q: 3 clusters Score -8660542 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -8660616.000000 Penalty: 5327.383301
	Iteration 20F: 3 clusters Score -8660616 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -8660644.000000 Penalty: 5327.383301
	Iteration 21Q: 3 clusters Score -8660644 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -8660680.000000 Penalty: 5327.383301
	Iteration 22Q: 3 clusters Score -8660680 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -8660713.000000 Penalty: 5327.383301
	Iteration 23Q: 3 clusters Score -8660713 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8660738.000000 Penalty: 5327.383301
	Iteration 24Q: 3 clusters Score -8660738 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -8660791.000000 Penalty: 5327.383301
	Iteration 25Q: 3 clusters Score -8660791 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -8660910.000000 Penalty: 5327.383301
	Iteration 26Q: 3 clusters Score -8660910 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -8660984.000000 Penalty: 5327.383301
	Iteration 27Q: 3 clusters Score -8660984 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -8661099.000000 Penalty: 5327.383301
	Iteration 28Q: 3 clusters Score -8661099 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -8661222.000000 Penalty: 5327.383301
	Iteration 29Q: 3 clusters Score -8661222 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8661367.000000 Penalty: 5327.383301
	Iteration 30Q: 3 clusters Score -8661367 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -8661537.000000 Penalty: 5327.383301
	Iteration 31Q: 3 clusters Score -8661537 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -8661689.000000 Penalty: 5327.383301
	Iteration 32Q: 3 clusters Score -8661689 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -8661795.000000 Penalty: 5327.383301
	Iteration 33Q: 3 clusters Score -8661795 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -8661908.000000 Penalty: 5327.383301
	Iteration 34Q: 3 clusters Score -8661908 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8662002.000000 Penalty: 5327.383301
	Iteration 35Q: 3 clusters Score -8662002 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8662049.000000 Penalty: 5327.383301
	Iteration 36Q: 3 clusters Score -8662049 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -8662114.000000 Penalty: 5327.383301
	Iteration 37Q: 3 clusters Score -8662114 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8662155.000000 Penalty: 5327.383301
	Iteration 38Q: 3 clusters Score -8662155 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -8662163.000000 Penalty: 5327.383301
	Iteration 39Q: 3 clusters Score -8662163 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -8662219.000000 Penalty: 5327.383301
	Iteration 40F: 3 clusters Score -8662219 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -8662206.000000 Penalty: 5327.383301
	Iteration 41Q: 3 clusters Score -8662206 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -8662200.000000 Penalty: 5327.383301
	Iteration 42Q: 3 clusters Score -8662200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -8662211.000000 Penalty: 5327.383301
	Iteration 43Q: 3 clusters Score -8662211 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -8662220.000000 Penalty: 5327.383301
	Iteration 44Q: 3 clusters Score -8662220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -8662264.000000 Penalty: 5327.383301
	Iteration 45Q: 3 clusters Score -8662264 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8662288.000000 Penalty: 5327.383301
	Iteration 46Q: 3 clusters Score -8662288 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8662290.000000 Penalty: 5327.383301
	Iteration 47Q: 3 clusters Score -8662290 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8662285.000000 Penalty: 5327.383301
	Iteration 48Q: 3 clusters Score -8662285 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -8662275.000000 Penalty: 5327.383301
	Iteration 49Q: 3 clusters Score -8662275 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8662282.000000 Penalty: 5327.383301
	Iteration 50Q: 3 clusters Score -8662282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8662294.000000 Penalty: 5327.383301
	Iteration 51Q: 3 clusters Score -8662294 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8662305.000000 Penalty: 5327.383301
	Iteration 52Q: 3 clusters Score -8662305 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8662318.000000 Penalty: 5327.383301
	Iteration 53Q: 3 clusters Score -8662318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8662295.000000 Penalty: 5327.383301
	Iteration 54Q: 3 clusters Score -8662295 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8662290.000000 Penalty: 5327.383301
	Iteration 55Q: 3 clusters Score -8662290 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -8662302.000000 Penalty: 5327.383301
	Iteration 56Q: 3 clusters Score -8662302 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8662303.000000 Penalty: 5327.383301
	Iteration 57Q: 3 clusters Score -8662303 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -8662296.000000 Penalty: 5327.383301
	Iteration 58Q: 3 clusters Score -8662296 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8662312.000000 Penalty: 5327.383301
	Iteration 59Q: 3 clusters Score -8662312 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8662336.000000 Penalty: 5327.383301
	Iteration 60F: 3 clusters Score -8662336 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8662349.000000 Penalty: 5327.383301
	Iteration 61Q: 3 clusters Score -8662349 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8662356.000000 Penalty: 5327.383301
	Iteration 62Q: 3 clusters Score -8662356 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8662359.000000 Penalty: 5327.383301
	Iteration 63Q: 3 clusters Score -8662359 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8662372.000000 Penalty: 5327.383301
	Iteration 64Q: 3 clusters Score -8662372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8662362.000000 Penalty: 5327.383301
	Iteration 65Q: 3 clusters Score -8662362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8662397.000000 Penalty: 5327.383301
	Iteration 66Q: 3 clusters Score -8662397 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8662439.000000 Penalty: 5327.383301
	Iteration 67Q: 3 clusters Score -8662439 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8662444.000000 Penalty: 5327.383301
	Iteration 68Q: 3 clusters Score -8662444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8662476.000000 Penalty: 5327.383301
	Iteration 69Q: 3 clusters Score -8662476 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8662479.000000 Penalty: 5327.383301
	Iteration 70Q: 3 clusters Score -8662479 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -8662489.000000 Penalty: 5327.383301
	Iteration 71Q: 3 clusters Score -8662489 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -8662485.000000 Penalty: 5327.383301
	Iteration 72Q: 3 clusters Score -8662485 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8662493.000000 Penalty: 5327.383301
	Iteration 73Q: 3 clusters Score -8662493 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -8662521.000000 Penalty: 5327.383301
	Iteration 74Q: 3 clusters Score -8662521 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -8662537.000000 Penalty: 5327.383301
	Iteration 75Q: 3 clusters Score -8662537 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -8662560.000000 Penalty: 5327.383301
	Iteration 76Q: 3 clusters Score -8662560 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -8662583.000000 Penalty: 5327.383301
	Iteration 77Q: 3 clusters Score -8662583 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -8662633.000000 Penalty: 5327.383301
	Iteration 78Q: 3 clusters Score -8662633 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -8662662.000000 Penalty: 5327.383301
	Iteration 79Q: 3 clusters Score -8662662 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8662673.000000 Penalty: 5327.383301
	Iteration 80F: 3 clusters Score -8662673 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -8662686.000000 Penalty: 5327.383301
	Iteration 81Q: 3 clusters Score -8662686 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -8662705.000000 Penalty: 5327.383301
	Iteration 82Q: 3 clusters Score -8662705 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -8662729.000000 Penalty: 5327.383301
	Iteration 83Q: 3 clusters Score -8662729 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8662742.000000 Penalty: 5327.383301
	Iteration 84Q: 3 clusters Score -8662742 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -8662746.000000 Penalty: 5327.383301
	Iteration 85Q: 3 clusters Score -8662746 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -8662771.000000 Penalty: 5327.383301
	Iteration 86Q: 3 clusters Score -8662771 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -8662783.000000 Penalty: 5327.383301
	Iteration 87Q: 3 clusters Score -8662783 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -8662837.000000 Penalty: 5327.383301
	Iteration 88Q: 3 clusters Score -8662837 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -8662869.000000 Penalty: 5327.383301
	Iteration 89Q: 3 clusters Score -8662869 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -8662922.000000 Penalty: 5327.383301
	Iteration 90Q: 3 clusters Score -8662922 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8662930.000000 Penalty: 5327.383301
	Iteration 91Q: 3 clusters Score -8662930 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -8662991.000000 Penalty: 5327.383301
	Iteration 92Q: 3 clusters Score -8662991 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -8663045.000000 Penalty: 5327.383301
	Iteration 93Q: 3 clusters Score -8663045 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -8663034.000000 Penalty: 5327.383301
	Iteration 94Q: 3 clusters Score -8663034 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -8663074.000000 Penalty: 5327.383301
	Iteration 95Q: 3 clusters Score -8663074 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -8663178.000000 Penalty: 5327.383301
	Iteration 96Q: 3 clusters Score -8663178 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -8663231.000000 Penalty: 5327.383301
	Iteration 97Q: 3 clusters Score -8663231 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -8663306.000000 Penalty: 5327.383301
	Iteration 98Q: 3 clusters Score -8663306 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -8663330.000000 Penalty: 5327.383301
	Iteration 99Q: 3 clusters Score -8663330 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -8663347.000000 Penalty: 5327.383301
	Iteration 100F: 3 clusters Score -8663347 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -8663358.000000 Penalty: 5327.383301
	Iteration 101Q: 3 clusters Score -8663358 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -8663379.000000 Penalty: 5327.383301
	Iteration 102Q: 3 clusters Score -8663379 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -8663387.000000 Penalty: 5327.383301
	Iteration 103Q: 3 clusters Score -8663387 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -8663437.000000 Penalty: 5327.383301
	Iteration 104Q: 3 clusters Score -8663437 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -8663378.000000 Penalty: 5327.383301
	Iteration 105Q: 3 clusters Score -8663378 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -8663394.000000 Penalty: 5327.383301
	Iteration 106Q: 3 clusters Score -8663394 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8663398.000000 Penalty: 5327.383301
	Iteration 107Q: 3 clusters Score -8663398 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -8663427.000000 Penalty: 5327.383301
	Iteration 108Q: 3 clusters Score -8663427 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8663442.000000 Penalty: 5327.383301
	Iteration 109Q: 3 clusters Score -8663442 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -8663482.000000 Penalty: 5327.383301
	Iteration 110Q: 3 clusters Score -8663482 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8663443.000000 Penalty: 5327.383301
	Iteration 111Q: 3 clusters Score -8663443 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8663427.000000 Penalty: 5327.383301
	Iteration 112Q: 3 clusters Score -8663427 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8663386.000000 Penalty: 5327.383301
	Iteration 113Q: 3 clusters Score -8663386 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -8663352.000000 Penalty: 5327.383301
	Iteration 114Q: 3 clusters Score -8663352 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8663275.000000 Penalty: 5327.383301
	Iteration 115Q: 3 clusters Score -8663275 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -8663263.000000 Penalty: 5327.383301
	Iteration 116Q: 3 clusters Score -8663263 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8663175.000000 Penalty: 5327.383301
	Iteration 117Q: 3 clusters Score -8663175 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8663095.000000 Penalty: 5327.383301
	Iteration 118Q: 3 clusters Score -8663095 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8663027.000000 Penalty: 5327.383301
	Iteration 119Q: 3 clusters Score -8663027 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8662998.000000 Penalty: 5327.383301
	Iteration 120F: 3 clusters Score -8662998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8662968.000000 Penalty: 5327.383301
	Iteration 121Q: 3 clusters Score -8662968 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8662907.000000 Penalty: 5327.383301
	Iteration 122Q: 3 clusters Score -8662907 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8662830.000000 Penalty: 5327.383301
	Iteration 123Q: 3 clusters Score -8662830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8662790.000000 Penalty: 5327.383301
	Iteration 124Q: 3 clusters Score -8662790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8662748.000000 Penalty: 5327.383301
	Iteration 125Q: 3 clusters Score -8662748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8662727.000000 Penalty: 5327.383301
	Iteration 126Q: 3 clusters Score -8662727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8662693.000000 Penalty: 5327.383301
	Iteration 127Q: 3 clusters Score -8662693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8662658.000000 Penalty: 5327.383301
	Iteration 128Q: 3 clusters Score -8662658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8662628.000000 Penalty: 5327.383301
	Iteration 129Q: 3 clusters Score -8662628 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8662605.000000 Penalty: 5327.383301
	Iteration 130Q: 3 clusters Score -8662605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8662592.000000 Penalty: 5327.383301
	Iteration 131Q: 3 clusters Score -8662592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8662564.000000 Penalty: 5327.383301
	Iteration 132Q: 3 clusters Score -8662564 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8662543.000000 Penalty: 5327.383301
	Iteration 133Q: 3 clusters Score -8662543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8662537.000000 Penalty: 5327.383301
	Iteration 134Q: 3 clusters Score -8662537 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8662536.000000 Penalty: 5327.383301
	Iteration 135Q: 3 clusters Score -8662536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -8662525.000000 Penalty: 5327.383301
	Iteration 136Q: 3 clusters Score -8662525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8662514.000000 Penalty: 5327.383301
	Iteration 137Q: 3 clusters Score -8662514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -8662513.000000 Penalty: 5327.383301
	Iteration 138Q: 3 clusters Score -8662513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -8662499.000000 Penalty: 5327.383301
	Iteration 139Q: 3 clusters Score -8662499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45101 members 
Entering Unmasked Estep 
Score: -8662498.000000 Penalty: 5327.383301
	Iteration 140F: 3 clusters Score -8662498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8662505.000000 Penalty: 5327.383301
	Iteration 141Q: 3 clusters Score -8662505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8662492.000000 Penalty: 5327.383301
	Iteration 142Q: 3 clusters Score -8662492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8662482.000000 Penalty: 5327.383301
	Iteration 143Q: 3 clusters Score -8662482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8662483.000000 Penalty: 5327.383301
	Iteration 144Q: 3 clusters Score -8662483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8662479.000000 Penalty: 5327.383301
	Iteration 145Q: 3 clusters Score -8662479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8662470.000000 Penalty: 5327.383301
	Iteration 146Q: 3 clusters Score -8662470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8662462.000000 Penalty: 5327.383301
	Iteration 147Q: 3 clusters Score -8662462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8662463.000000 Penalty: 5327.383301
	Iteration 148Q: 3 clusters Score -8662463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8662458.000000 Penalty: 5327.383301
	Iteration 149Q: 3 clusters Score -8662458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 45134 members 
Entering Unmasked Estep 
Score: -8662465.000000 Penalty: 5327.383301
	Iteration 150Q: 3 clusters Score -8662465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8662459.000000 Penalty: 5327.383301
	Iteration 151Q: 3 clusters Score -8662459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8662459.000000 Penalty: 5327.383301
	Iteration 152Q: 3 clusters Score -8662459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8662463.000000 Penalty: 5327.383301
	Iteration 153Q: 3 clusters Score -8662463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8662454.000000 Penalty: 5327.383301
	Iteration 154Q: 3 clusters Score -8662454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8662458.000000 Penalty: 5327.383301
	Iteration 155Q: 3 clusters Score -8662458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8662459.000000 Penalty: 5327.383301
	Iteration 156Q: 3 clusters Score -8662459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -8662459.000000 Penalty: 5327.383301
	Iteration 157Q: 3 clusters Score -8662459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8662450.000000 Penalty: 5327.383301
	Iteration 158Q: 3 clusters Score -8662450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -8662453.000000 Penalty: 5327.383301
	Iteration 159Q: 3 clusters Score -8662453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8662446.000000 Penalty: 5327.383301
	Iteration 160F: 3 clusters Score -8662446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Entering Unmasked Estep 
Score: -8331645.000000 Penalty: 2655.782959
	Iteration 0F: 2 clusters Score -8331645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -8301891.000000 Penalty: 5311.565918
	Iteration 0F: 3 clusters Score -8301891 nChanged 20651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -8313241.000000 Penalty: 5311.565918
	Iteration 1F: 3 clusters Score -8313241 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8313744.000000 Penalty: 5311.565918
	Iteration 2Q: 3 clusters Score -8313744 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 20388 members 
Entering Unmasked Estep 
Score: -8314232.000000 Penalty: 5311.565918
	Iteration 3Q: 3 clusters Score -8314232 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -8314698.500000 Penalty: 5311.565918
	Iteration 4Q: 3 clusters Score -8314698 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -8315302.000000 Penalty: 5311.565918
	Iteration 5Q: 3 clusters Score -8315302 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8316074.500000 Penalty: 5311.565918
	Iteration 6Q: 3 clusters Score -8316074 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -8317403.500000 Penalty: 5311.565918
	Iteration 7F: 3 clusters Score -8317404 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -8319363.500000 Penalty: 5311.565918
	Iteration 8F: 3 clusters Score -8319364 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -8321920.000000 Penalty: 5311.565918
	Iteration 9F: 3 clusters Score -8321920 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -8324760.500000 Penalty: 5311.565918
	Iteration 10F: 3 clusters Score -8324760 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8327014.000000 Penalty: 5311.565918
	Iteration 11F: 3 clusters Score -8327014 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8328339.000000 Penalty: 5311.565918
	Iteration 12Q: 3 clusters Score -8328339 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8328927.500000 Penalty: 5311.565918
	Iteration 13Q: 3 clusters Score -8328928 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8329152.000000 Penalty: 5311.565918
	Iteration 14Q: 3 clusters Score -8329152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8329259.500000 Penalty: 5311.565918
	Iteration 15Q: 3 clusters Score -8329260 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8329313.000000 Penalty: 5311.565918
	Iteration 16Q: 3 clusters Score -8329313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8329366.500000 Penalty: 5311.565918
	Iteration 17Q: 3 clusters Score -8329366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8329390.000000 Penalty: 5311.565918
	Iteration 18Q: 3 clusters Score -8329390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8329409.500000 Penalty: 5311.565918
	Iteration 19Q: 3 clusters Score -8329410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8329439.000000 Penalty: 5311.565918
	Iteration 20F: 3 clusters Score -8329439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8329448.000000 Penalty: 5311.565918
	Iteration 21Q: 3 clusters Score -8329448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8329449.000000 Penalty: 5311.565918
	Iteration 22Q: 3 clusters Score -8329449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8329459.000000 Penalty: 5311.565918
	Iteration 23Q: 3 clusters Score -8329459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8329469.500000 Penalty: 5311.565918
	Iteration 24Q: 3 clusters Score -8329470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8329466.500000 Penalty: 5311.565918
	Iteration 25Q: 3 clusters Score -8329466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8329475.000000 Penalty: 5311.565918
	Iteration 26Q: 3 clusters Score -8329475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8329473.000000 Penalty: 5311.565918
	Iteration 27Q: 3 clusters Score -8329473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8329471.500000 Penalty: 5311.565918
	Iteration 28Q: 3 clusters Score -8329472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8329471.500000 Penalty: 5311.565918
	Iteration 29Q: 3 clusters Score -8329472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8329468.500000 Penalty: 5311.565918
	Iteration 30Q: 3 clusters Score -8329468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8329468.000000 Penalty: 5311.565918
	Iteration 31Q: 3 clusters Score -8329468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8329474.500000 Penalty: 5311.565918
	Iteration 32Q: 3 clusters Score -8329474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8329485.500000 Penalty: 5311.565918
	Iteration 33Q: 3 clusters Score -8329486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8329482.500000 Penalty: 5311.565918
	Iteration 34Q: 3 clusters Score -8329482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8329486.500000 Penalty: 5311.565918
	Iteration 35Q: 3 clusters Score -8329486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8329487.000000 Penalty: 5311.565918
	Iteration 36Q: 3 clusters Score -8329487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8329489.500000 Penalty: 5311.565918
	Iteration 37Q: 3 clusters Score -8329490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8329487.000000 Penalty: 5311.565918
	Iteration 38Q: 3 clusters Score -8329487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8329487.000000 Penalty: 5311.565918
	Iteration 39F: 3 clusters Score -8329487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -16271.027344 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16271.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16403.873047 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16403.87 nChanged 8
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: -16429.884766 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16429.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16450.208984 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16450.21 nChanged 4
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: -16471.429688 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16471.43 nChanged 2
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: -16476.720703 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16476.72 nChanged 0
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: -16476.720703 Penalty: 2675.239258
	Iteration 6F: 3 clusters Score -16476.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 8590 members 
Mstep: Class 3 contains 52469 members 
Mstep: Class 4 contains 44456 members 
Mstep: Class 5 contains 50264 members 
Mstep: Class 6 contains 23446 members 
Mstep: Class 7 contains 47187 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48399 members 
Mstep: Class 10 contains 45088 members 
Mstep: Class 11 contains 42676 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50829 members 
Mstep: Class 16 contains 54226 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 53942 members 
Mstep: Class 21 contains 10885 members 
Mstep: Class 22 contains 29767 members 
Mstep: Class 23 contains 2531 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46198 members 
Mstep: Class 27 contains 44748 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147744.000000 Penalty: 93905.554688
Iteration 359Q: 29 clusters Score -1.371477e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 8592 members 
Mstep: Class 3 contains 52462 members 
Mstep: Class 4 contains 44453 members 
Mstep: Class 5 contains 50276 members 
Mstep: Class 6 contains 23447 members 
Mstep: Class 7 contains 47206 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 10 contains 45098 members 
Mstep: Class 11 contains 42667 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50834 members 
Mstep: Class 16 contains 54212 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 863 members 
Mstep: Class 19 contains 26103 members 
Mstep: Class 20 contains 53929 members 
Mstep: Class 21 contains 10887 members 
Mstep: Class 22 contains 29757 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46185 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147984.000000 Penalty: 93905.554688
Iteration 360F: 29 clusters Score -1.37148e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 8596 members 
Mstep: Class 3 contains 52468 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 23449 members 
Mstep: Class 7 contains 47214 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 11 contains 42663 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50838 members 
Mstep: Class 16 contains 54228 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26107 members 
Mstep: Class 20 contains 53932 members 
Mstep: Class 21 contains 10887 members 
Mstep: Class 22 contains 29744 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46171 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147968.000000 Penalty: 93905.554688
Iteration 361Q: 29 clusters Score -1.37148e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 8602 members 
Mstep: Class 3 contains 52477 members 
Mstep: Class 4 contains 44431 members 
Mstep: Class 5 contains 50296 members 
Mstep: Class 6 contains 23449 members 
Mstep: Class 7 contains 47229 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48409 members 
Mstep: Class 10 contains 45093 members 
Mstep: Class 11 contains 42671 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50831 members 
Mstep: Class 16 contains 54236 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 53927 members 
Mstep: Class 21 contains 10886 members 
Mstep: Class 22 contains 29734 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8147 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46161 members 
Mstep: Class 27 contains 44740 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147856.000000 Penalty: 93905.554688
Iteration 362Q: 29 clusters Score -1.371479e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 44421 members 
Mstep: Class 5 contains 50284 members 
Mstep: Class 6 contains 23448 members 
Mstep: Class 7 contains 47246 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48415 members 
Mstep: Class 10 contains 45092 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50828 members 
Mstep: Class 16 contains 54247 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 53934 members 
Mstep: Class 21 contains 10884 members 
Mstep: Class 22 contains 29719 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8148 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46150 members 
Mstep: Class 27 contains 44740 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147936.000000 Penalty: 93905.554688
Iteration 363Q: 29 clusters Score -1.371479e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 52480 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 50271 members 
Mstep: Class 6 contains 23446 members 
Mstep: Class 7 contains 47246 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48421 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50821 members 
Mstep: Class 16 contains 54260 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26108 members 
Mstep: Class 20 contains 53948 members 
Mstep: Class 21 contains 10884 members 
Mstep: Class 22 contains 29705 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8149 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46126 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148224.000000 Penalty: 93905.554688
Iteration 364Q: 29 clusters Score -1.371482e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 8616 members 
Mstep: Class 3 contains 52490 members 
Mstep: Class 4 contains 44409 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 47238 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48425 members 
Mstep: Class 10 contains 45104 members 
Mstep: Class 11 contains 42677 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50811 members 
Mstep: Class 16 contains 54267 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26109 members 
Mstep: Class 20 contains 53950 members 
Mstep: Class 21 contains 10884 members 
Mstep: Class 22 contains 29700 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8153 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46121 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148016.000000 Penalty: 93905.554688
Iteration 365Q: 29 clusters Score -1.37148e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 52502 members 
Mstep: Class 4 contains 44397 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 47231 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48432 members 
Mstep: Class 10 contains 45109 members 
Mstep: Class 11 contains 42674 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50802 members 
Mstep: Class 16 contains 54273 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 53953 members 
Mstep: Class 21 contains 10884 members 
Mstep: Class 22 contains 29695 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8159 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46116 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148016.000000 Penalty: 93905.554688
Iteration 366Q: 29 clusters Score -1.37148e+08 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 52536 members 
Mstep: Class 4 contains 44389 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 47228 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 10 contains 45118 members 
Mstep: Class 11 contains 42669 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50783 members 
Mstep: Class 16 contains 54272 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 53955 members 
Mstep: Class 21 contains 10885 members 
Mstep: Class 22 contains 29690 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8167 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46117 members 
Mstep: Class 27 contains 44736 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147920.000000 Penalty: 93905.554688
Iteration 367Q: 29 clusters Score -1.371479e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 52554 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 47221 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 45134 members 
Mstep: Class 11 contains 42661 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50765 members 
Mstep: Class 16 contains 54258 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 53967 members 
Mstep: Class 21 contains 10887 members 
Mstep: Class 22 contains 29682 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8176 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46112 members 
Mstep: Class 27 contains 44733 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147936.000000 Penalty: 93905.554688
Iteration 368Q: 29 clusters Score -1.371479e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 52566 members 
Mstep: Class 4 contains 44375 members 
Mstep: Class 5 contains 50263 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 47229 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48427 members 
Mstep: Class 10 contains 45152 members 
Mstep: Class 11 contains 42652 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50762 members 
Mstep: Class 16 contains 54242 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26117 members 
Mstep: Class 20 contains 53961 members 
Mstep: Class 21 contains 10888 members 
Mstep: Class 22 contains 29666 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8182 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46108 members 
Mstep: Class 27 contains 44730 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147936.000000 Penalty: 93905.554688
Iteration 369Q: 29 clusters Score -1.371479e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 52568 members 
Mstep: Class 4 contains 44372 members 
Mstep: Class 5 contains 50258 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 47238 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48422 members 
Mstep: Class 10 contains 45164 members 
Mstep: Class 11 contains 42648 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50754 members 
Mstep: Class 16 contains 54249 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26120 members 
Mstep: Class 20 contains 53966 members 
Mstep: Class 21 contains 10889 members 
Mstep: Class 22 contains 29659 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8185 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46099 members 
Mstep: Class 27 contains 44735 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147888.000000 Penalty: 93905.554688
Iteration 370Q: 29 clusters Score -1.371479e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 52577 members 
Mstep: Class 4 contains 44365 members 
Mstep: Class 5 contains 50253 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 47239 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45174 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50753 members 
Mstep: Class 16 contains 54247 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26121 members 
Mstep: Class 20 contains 53972 members 
Mstep: Class 21 contains 10890 members 
Mstep: Class 22 contains 29654 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8188 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46093 members 
Mstep: Class 27 contains 44737 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148160.000000 Penalty: 93905.554688
Iteration 371Q: 29 clusters Score -1.371482e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 52564 members 
Mstep: Class 4 contains 44359 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 23443 members 
Mstep: Class 7 contains 47235 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48420 members 
Mstep: Class 10 contains 45162 members 
Mstep: Class 11 contains 42643 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50747 members 
Mstep: Class 16 contains 54252 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 53964 members 
Mstep: Class 21 contains 10891 members 
Mstep: Class 22 contains 29651 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8190 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46086 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148240.000000 Penalty: 93905.554688
Iteration 372Q: 29 clusters Score -1.371482e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 8612 members 
Mstep: Class 3 contains 52566 members 
Mstep: Class 4 contains 44355 members 
Mstep: Class 5 contains 50279 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 47236 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48418 members 
Mstep: Class 10 contains 45152 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50737 members 
Mstep: Class 16 contains 54250 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26125 members 
Mstep: Class 20 contains 53960 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 29646 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8192 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46082 members 
Mstep: Class 27 contains 44731 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148144.000000 Penalty: 93905.554688
Iteration 373Q: 29 clusters Score -1.371481e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 52558 members 
Mstep: Class 4 contains 44364 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 47243 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45159 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50728 members 
Mstep: Class 16 contains 54253 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26127 members 
Mstep: Class 20 contains 53957 members 
Mstep: Class 21 contains 10894 members 
Mstep: Class 22 contains 29639 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8194 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46077 members 
Mstep: Class 27 contains 44732 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148400.000000 Penalty: 93905.554688
Iteration 374Q: 29 clusters Score -1.371484e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 52560 members 
Mstep: Class 4 contains 44372 members 
Mstep: Class 5 contains 50303 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 47247 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48421 members 
Mstep: Class 10 contains 45139 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50722 members 
Mstep: Class 16 contains 54265 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26132 members 
Mstep: Class 20 contains 53962 members 
Mstep: Class 21 contains 10893 members 
Mstep: Class 22 contains 29630 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8198 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46072 members 
Mstep: Class 27 contains 44720 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148416.000000 Penalty: 93905.554688
Iteration 375Q: 29 clusters Score -1.371484e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 8607 members 
Mstep: Class 3 contains 52553 members 
Mstep: Class 4 contains 44376 members 
Mstep: Class 5 contains 50295 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 47264 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45138 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50711 members 
Mstep: Class 16 contains 54260 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26133 members 
Mstep: Class 20 contains 53978 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 29619 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8200 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46073 members 
Mstep: Class 27 contains 44709 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148240.000000 Penalty: 93905.554688
Iteration 376Q: 29 clusters Score -1.371482e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 8609 members 
Mstep: Class 3 contains 52540 members 
Mstep: Class 4 contains 44392 members 
Mstep: Class 5 contains 50298 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 47262 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45139 members 
Mstep: Class 11 contains 42631 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50699 members 
Mstep: Class 16 contains 54264 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26137 members 
Mstep: Class 20 contains 53979 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 29621 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8205 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46074 members 
Mstep: Class 27 contains 44703 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148112.000000 Penalty: 93905.554688
Iteration 377Q: 29 clusters Score -1.371481e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 52547 members 
Mstep: Class 4 contains 44404 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 47269 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 11 contains 42617 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50687 members 
Mstep: Class 16 contains 54246 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26149 members 
Mstep: Class 20 contains 53994 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29618 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8212 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46072 members 
Mstep: Class 27 contains 44695 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148240.000000 Penalty: 93905.554688
Iteration 378Q: 29 clusters Score -1.371482e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 8601 members 
Mstep: Class 3 contains 52530 members 
Mstep: Class 4 contains 44412 members 
Mstep: Class 5 contains 50286 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 47262 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48414 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 42609 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50689 members 
Mstep: Class 16 contains 54258 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26155 members 
Mstep: Class 20 contains 54013 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 29610 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8221 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46073 members 
Mstep: Class 27 contains 44688 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148096.000000 Penalty: 93905.554688
Iteration 379Q: 29 clusters Score -1.371481e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 52518 members 
Mstep: Class 4 contains 44427 members 
Mstep: Class 5 contains 50277 members 
Mstep: Class 6 contains 23434 members 
Mstep: Class 7 contains 47254 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 10 contains 45139 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50682 members 
Mstep: Class 16 contains 54250 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26158 members 
Mstep: Class 20 contains 54044 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 29596 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8231 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46069 members 
Mstep: Class 27 contains 44689 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148320.000000 Penalty: 93905.554688
Iteration 380F: 29 clusters Score -1.371483e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 52509 members 
Mstep: Class 4 contains 44427 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 23436 members 
Mstep: Class 7 contains 47258 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 45119 members 
Mstep: Class 11 contains 42604 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50675 members 
Mstep: Class 16 contains 54261 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26164 members 
Mstep: Class 20 contains 54049 members 
Mstep: Class 21 contains 10910 members 
Mstep: Class 22 contains 29588 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8238 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46077 members 
Mstep: Class 27 contains 44688 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148080.000000 Penalty: 93905.554688
Iteration 381Q: 29 clusters Score -1.371481e+08 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49258 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 52510 members 
Mstep: Class 4 contains 44437 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 47264 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45087 members 
Mstep: Class 11 contains 42584 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50684 members 
Mstep: Class 16 contains 54265 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 54048 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 29589 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8242 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46087 members 
Mstep: Class 27 contains 44691 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148272.000000 Penalty: 93905.554688
Iteration 382Q: 29 clusters Score -1.371483e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 52477 members 
Mstep: Class 4 contains 44443 members 
Mstep: Class 5 contains 50307 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 47272 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48414 members 
Mstep: Class 10 contains 45052 members 
Mstep: Class 11 contains 42570 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50694 members 
Mstep: Class 16 contains 54254 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 54069 members 
Mstep: Class 21 contains 10910 members 
Mstep: Class 22 contains 29593 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8251 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46082 members 
Mstep: Class 27 contains 44690 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148352.000000 Penalty: 93905.554688
Iteration 383Q: 29 clusters Score -1.371484e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 52459 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 50300 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 47286 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48419 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 42562 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50688 members 
Mstep: Class 16 contains 54261 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26166 members 
Mstep: Class 20 contains 54087 members 
Mstep: Class 21 contains 10910 members 
Mstep: Class 22 contains 29589 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8258 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46097 members 
Mstep: Class 27 contains 44699 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148480.000000 Penalty: 93905.554688
Iteration 384Q: 29 clusters Score -1.371485e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 8605 members 
Mstep: Class 3 contains 52438 members 
Mstep: Class 4 contains 44443 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 47291 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48420 members 
Mstep: Class 10 contains 44983 members 
Mstep: Class 11 contains 42562 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50689 members 
Mstep: Class 16 contains 54257 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26171 members 
Mstep: Class 20 contains 54117 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 29583 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8270 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46103 members 
Mstep: Class 27 contains 44707 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148320.000000 Penalty: 93905.554688
Iteration 385Q: 29 clusters Score -1.371483e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 52405 members 
Mstep: Class 4 contains 44446 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 47296 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48426 members 
Mstep: Class 10 contains 44945 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50690 members 
Mstep: Class 16 contains 54258 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26174 members 
Mstep: Class 20 contains 54128 members 
Mstep: Class 21 contains 10908 members 
Mstep: Class 22 contains 29583 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8284 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46111 members 
Mstep: Class 27 contains 44720 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148528.000000 Penalty: 93905.554688
Iteration 386Q: 29 clusters Score -1.371485e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 52405 members 
Mstep: Class 4 contains 44434 members 
Mstep: Class 5 contains 50294 members 
Mstep: Class 6 contains 23447 members 
Mstep: Class 7 contains 47308 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48429 members 
Mstep: Class 10 contains 44931 members 
Mstep: Class 11 contains 42551 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50676 members 
Mstep: Class 16 contains 54252 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26177 members 
Mstep: Class 20 contains 54157 members 
Mstep: Class 21 contains 10905 members 
Mstep: Class 22 contains 29567 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8298 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46114 members 
Mstep: Class 27 contains 44729 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148384.000000 Penalty: 93905.554688
Iteration 387Q: 29 clusters Score -1.371484e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 8601 members 
Mstep: Class 3 contains 52402 members 
Mstep: Class 4 contains 44444 members 
Mstep: Class 5 contains 50286 members 
Mstep: Class 6 contains 23444 members 
Mstep: Class 7 contains 47312 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48431 members 
Mstep: Class 10 contains 44927 members 
Mstep: Class 11 contains 42554 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50678 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26178 members 
Mstep: Class 20 contains 54178 members 
Mstep: Class 21 contains 10904 members 
Mstep: Class 22 contains 29555 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8309 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46120 members 
Mstep: Class 27 contains 44738 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148160.000000 Penalty: 93905.554688
Iteration 388Q: 29 clusters Score -1.371482e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 8603 members 
Mstep: Class 3 contains 52399 members 
Mstep: Class 4 contains 44450 members 
Mstep: Class 5 contains 50285 members 
Mstep: Class 6 contains 23442 members 
Mstep: Class 7 contains 47314 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48422 members 
Mstep: Class 10 contains 44935 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50696 members 
Mstep: Class 16 contains 54188 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26176 members 
Mstep: Class 20 contains 54185 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29548 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8321 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46131 members 
Mstep: Class 27 contains 44738 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148016.000000 Penalty: 93905.554688
Iteration 389Q: 29 clusters Score -1.37148e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 8601 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 50283 members 
Mstep: Class 6 contains 23440 members 
Mstep: Class 7 contains 47319 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48421 members 
Mstep: Class 10 contains 44962 members 
Mstep: Class 11 contains 42553 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50699 members 
Mstep: Class 16 contains 54174 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26174 members 
Mstep: Class 20 contains 54182 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29539 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8333 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46144 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148096.000000 Penalty: 93905.554688
Iteration 390Q: 29 clusters Score -1.371481e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 8601 members 
Mstep: Class 3 contains 52370 members 
Mstep: Class 4 contains 44442 members 
Mstep: Class 5 contains 50292 members 
Mstep: Class 6 contains 23439 members 
Mstep: Class 7 contains 47319 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48420 members 
Mstep: Class 10 contains 44995 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50704 members 
Mstep: Class 16 contains 54156 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26177 members 
Mstep: Class 20 contains 54176 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8345 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46158 members 
Mstep: Class 27 contains 44741 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148464.000000 Penalty: 93905.554688
Iteration 391Q: 29 clusters Score -1.371485e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 44438 members 
Mstep: Class 5 contains 50309 members 
Mstep: Class 6 contains 23438 members 
Mstep: Class 7 contains 47327 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45000 members 
Mstep: Class 11 contains 42556 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50717 members 
Mstep: Class 16 contains 54121 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26174 members 
Mstep: Class 20 contains 54185 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29531 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8355 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46168 members 
Mstep: Class 27 contains 44739 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148240.000000 Penalty: 93905.554688
Iteration 392Q: 29 clusters Score -1.371482e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49221 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 52356 members 
Mstep: Class 4 contains 44435 members 
Mstep: Class 5 contains 50328 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 47322 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 44997 members 
Mstep: Class 11 contains 42559 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50729 members 
Mstep: Class 16 contains 54081 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26172 members 
Mstep: Class 20 contains 54200 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 29530 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8362 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46176 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148192.000000 Penalty: 93905.554688
Iteration 393Q: 29 clusters Score -1.371482e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49214 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 52338 members 
Mstep: Class 4 contains 44424 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 23434 members 
Mstep: Class 7 contains 47326 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48419 members 
Mstep: Class 10 contains 45001 members 
Mstep: Class 11 contains 42549 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50732 members 
Mstep: Class 16 contains 54056 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26173 members 
Mstep: Class 20 contains 54219 members 
Mstep: Class 21 contains 10898 members 
Mstep: Class 22 contains 29528 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8368 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46190 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148368.000000 Penalty: 93905.554688
Iteration 394Q: 29 clusters Score -1.371484e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 8608 members 
Mstep: Class 3 contains 52320 members 
Mstep: Class 4 contains 44409 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 23433 members 
Mstep: Class 7 contains 47331 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48417 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 42545 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50716 members 
Mstep: Class 16 contains 54050 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26172 members 
Mstep: Class 20 contains 54246 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29522 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8379 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46197 members 
Mstep: Class 27 contains 44745 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148416.000000 Penalty: 93905.554688
Iteration 395Q: 29 clusters Score -1.371484e+08 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8610 members 
Mstep: Class 3 contains 52298 members 
Mstep: Class 4 contains 44398 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 23432 members 
Mstep: Class 7 contains 47333 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48413 members 
Mstep: Class 10 contains 45014 members 
Mstep: Class 11 contains 42543 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50717 members 
Mstep: Class 16 contains 54043 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26169 members 
Mstep: Class 20 contains 54258 members 
Mstep: Class 21 contains 10899 members 
Mstep: Class 22 contains 29517 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8390 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46207 members 
Mstep: Class 27 contains 44744 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148480.000000 Penalty: 93905.554688
Iteration 396Q: 29 clusters Score -1.371485e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 52299 members 
Mstep: Class 4 contains 44388 members 
Mstep: Class 5 contains 50350 members 
Mstep: Class 6 contains 23430 members 
Mstep: Class 7 contains 47335 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 10 contains 45017 members 
Mstep: Class 11 contains 42540 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50716 members 
Mstep: Class 16 contains 54041 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26165 members 
Mstep: Class 20 contains 54273 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29516 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8398 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46208 members 
Mstep: Class 27 contains 44747 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148544.000000 Penalty: 93905.554688
Iteration 397Q: 29 clusters Score -1.371485e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 8613 members 
Mstep: Class 3 contains 52306 members 
Mstep: Class 4 contains 44380 members 
Mstep: Class 5 contains 50354 members 
Mstep: Class 6 contains 23426 members 
Mstep: Class 7 contains 47339 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48408 members 
Mstep: Class 10 contains 45010 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50709 members 
Mstep: Class 16 contains 54041 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26162 members 
Mstep: Class 20 contains 54275 members 
Mstep: Class 21 contains 10900 members 
Mstep: Class 22 contains 29512 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8404 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46207 members 
Mstep: Class 27 contains 44752 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148464.000000 Penalty: 93905.554688
Iteration 398Q: 29 clusters Score -1.371485e+08 nChanged 318
Entering ConstructFrom: 
Score: -137148464.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (49225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Entering Unmasked Estep 
Score: -9236198.000000 Penalty: 2679.430908
	Iteration 0F: 2 clusters Score -9236198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9205362.000000 Penalty: 5358.861816
	Iteration 0F: 3 clusters Score -9205362 nChanged 22639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -9217811.000000 Penalty: 5358.861816
	Iteration 1F: 3 clusters Score -9217811 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -9218411.000000 Penalty: 5358.861816
	Iteration 2Q: 3 clusters Score -9218411 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -9218808.000000 Penalty: 5358.861816
	Iteration 3Q: 3 clusters Score -9218808 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -9219254.000000 Penalty: 5358.861816
	Iteration 4Q: 3 clusters Score -9219254 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -9219626.000000 Penalty: 5358.861816
	Iteration 5Q: 3 clusters Score -9219626 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -9220111.000000 Penalty: 5358.861816
	Iteration 6Q: 3 clusters Score -9220111 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -9220764.000000 Penalty: 5358.861816
	Iteration 7Q: 3 clusters Score -9220764 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -9221641.000000 Penalty: 5358.861816
	Iteration 8Q: 3 clusters Score -9221641 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -9223016.000000 Penalty: 5358.861816
	Iteration 9Q: 3 clusters Score -9223016 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -9224897.000000 Penalty: 5358.861816
	Iteration 10F: 3 clusters Score -9224897 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -9227079.000000 Penalty: 5358.861816
	Iteration 11F: 3 clusters Score -9227079 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -9229145.000000 Penalty: 5358.861816
	Iteration 12F: 3 clusters Score -9229145 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -9230659.000000 Penalty: 5358.861816
	Iteration 13Q: 3 clusters Score -9230659 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -9231683.000000 Penalty: 5358.861816
	Iteration 14Q: 3 clusters Score -9231683 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -9232285.000000 Penalty: 5358.861816
	Iteration 15Q: 3 clusters Score -9232285 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -9232655.000000 Penalty: 5358.861816
	Iteration 16Q: 3 clusters Score -9232655 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -9232954.000000 Penalty: 5358.861816
	Iteration 17Q: 3 clusters Score -9232954 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -9233271.000000 Penalty: 5358.861816
	Iteration 18Q: 3 clusters Score -9233271 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -9233482.000000 Penalty: 5358.861816
	Iteration 19Q: 3 clusters Score -9233482 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -9233663.000000 Penalty: 5358.861816
	Iteration 20F: 3 clusters Score -9233663 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -9233860.000000 Penalty: 5358.861816
	Iteration 21Q: 3 clusters Score -9233860 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9234031.000000 Penalty: 5358.861816
	Iteration 22Q: 3 clusters Score -9234031 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -9234151.000000 Penalty: 5358.861816
	Iteration 23Q: 3 clusters Score -9234151 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -9234257.000000 Penalty: 5358.861816
	Iteration 24Q: 3 clusters Score -9234257 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -9234326.000000 Penalty: 5358.861816
	Iteration 25Q: 3 clusters Score -9234326 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -9234370.000000 Penalty: 5358.861816
	Iteration 26Q: 3 clusters Score -9234370 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -9234411.000000 Penalty: 5358.861816
	Iteration 27Q: 3 clusters Score -9234411 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -9234418.000000 Penalty: 5358.861816
	Iteration 28Q: 3 clusters Score -9234418 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -9234445.000000 Penalty: 5358.861816
	Iteration 29Q: 3 clusters Score -9234445 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -9234436.000000 Penalty: 5358.861816
	Iteration 30Q: 3 clusters Score -9234436 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9234435.000000 Penalty: 5358.861816
	Iteration 31Q: 3 clusters Score -9234435 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9234411.000000 Penalty: 5358.861816
	Iteration 32Q: 3 clusters Score -9234411 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9234414.000000 Penalty: 5358.861816
	Iteration 33Q: 3 clusters Score -9234414 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -9234402.000000 Penalty: 5358.861816
	Iteration 34Q: 3 clusters Score -9234402 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9234389.000000 Penalty: 5358.861816
	Iteration 35Q: 3 clusters Score -9234389 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9234363.000000 Penalty: 5358.861816
	Iteration 36Q: 3 clusters Score -9234363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9234340.000000 Penalty: 5358.861816
	Iteration 37Q: 3 clusters Score -9234340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48167 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9234345.000000 Penalty: 5358.861816
	Iteration 38Q: 3 clusters Score -9234345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9234307.000000 Penalty: 5358.861816
	Iteration 39Q: 3 clusters Score -9234307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9234293.000000 Penalty: 5358.861816
	Iteration 40F: 3 clusters Score -9234293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9234283.000000 Penalty: 5358.861816
	Iteration 41Q: 3 clusters Score -9234283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9234306.000000 Penalty: 5358.861816
	Iteration 42Q: 3 clusters Score -9234306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -9234311.000000 Penalty: 5358.861816
	Iteration 43Q: 3 clusters Score -9234311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9234310.000000 Penalty: 5358.861816
	Iteration 44Q: 3 clusters Score -9234310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9234304.000000 Penalty: 5358.861816
	Iteration 45Q: 3 clusters Score -9234304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9234323.000000 Penalty: 5358.861816
	Iteration 46Q: 3 clusters Score -9234323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9234316.000000 Penalty: 5358.861816
	Iteration 47Q: 3 clusters Score -9234316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9234294.000000 Penalty: 5358.861816
	Iteration 48Q: 3 clusters Score -9234294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9234296.000000 Penalty: 5358.861816
	Iteration 49Q: 3 clusters Score -9234296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9234295.000000 Penalty: 5358.861816
	Iteration 50Q: 3 clusters Score -9234295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9234307.000000 Penalty: 5358.861816
	Iteration 51Q: 3 clusters Score -9234307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9234307.000000 Penalty: 5358.861816
	Iteration 52Q: 3 clusters Score -9234307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9234298.000000 Penalty: 5358.861816
	Iteration 53Q: 3 clusters Score -9234298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -9234304.000000 Penalty: 5358.861816
	Iteration 54Q: 3 clusters Score -9234304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9234308.000000 Penalty: 5358.861816
	Iteration 55Q: 3 clusters Score -9234308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9234296.000000 Penalty: 5358.861816
	Iteration 56Q: 3 clusters Score -9234296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9234302.000000 Penalty: 5358.861816
	Iteration 57Q: 3 clusters Score -9234302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9234295.000000 Penalty: 5358.861816
	Iteration 58Q: 3 clusters Score -9234295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9234297.000000 Penalty: 5358.861816
	Iteration 59Q: 3 clusters Score -9234297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9234292.000000 Penalty: 5358.861816
	Iteration 60F: 3 clusters Score -9234292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9234293.000000 Penalty: 5358.861816
	Iteration 61Q: 3 clusters Score -9234293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9234291.000000 Penalty: 5358.861816
	Iteration 62Q: 3 clusters Score -9234291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9234291.000000 Penalty: 5358.861816
	Iteration 63F: 3 clusters Score -9234291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1604769.375000 Penalty: 2247.077393
	Iteration 0F: 2 clusters Score -1604769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1597958.750000 Penalty: 4494.154785
	Iteration 0F: 3 clusters Score -1597959 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1599822.500000 Penalty: 4494.154785
	Iteration 1F: 3 clusters Score -1599822 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1600080.500000 Penalty: 4494.154785
	Iteration 2F: 3 clusters Score -1600080 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1600261.250000 Penalty: 4494.154785
	Iteration 3Q: 3 clusters Score -1600261 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1600387.750000 Penalty: 4494.154785
	Iteration 4Q: 3 clusters Score -1600388 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1600483.250000 Penalty: 4494.154785
	Iteration 5Q: 3 clusters Score -1600483 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1600565.125000 Penalty: 4494.154785
	Iteration 6Q: 3 clusters Score -1600565 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1600640.875000 Penalty: 4494.154785
	Iteration 7Q: 3 clusters Score -1600641 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1600706.875000 Penalty: 4494.154785
	Iteration 8Q: 3 clusters Score -1600707 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1600770.750000 Penalty: 4494.154785
	Iteration 9Q: 3 clusters Score -1600771 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1600836.500000 Penalty: 4494.154785
	Iteration 10Q: 3 clusters Score -1600836 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1600903.375000 Penalty: 4494.154785
	Iteration 11Q: 3 clusters Score -1600903 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1600970.000000 Penalty: 4494.154785
	Iteration 12Q: 3 clusters Score -1600970 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1601040.625000 Penalty: 4494.154785
	Iteration 13Q: 3 clusters Score -1601041 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1601129.250000 Penalty: 4494.154785
	Iteration 14Q: 3 clusters Score -1601129 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1601242.125000 Penalty: 4494.154785
	Iteration 15Q: 3 clusters Score -1601242 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1601376.625000 Penalty: 4494.154785
	Iteration 16Q: 3 clusters Score -1601377 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1601515.875000 Penalty: 4494.154785
	Iteration 17Q: 3 clusters Score -1601516 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1601660.000000 Penalty: 4494.154785
	Iteration 18Q: 3 clusters Score -1601660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1601765.625000 Penalty: 4494.154785
	Iteration 19Q: 3 clusters Score -1601766 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1601840.250000 Penalty: 4494.154785
	Iteration 20F: 3 clusters Score -1601840 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1601884.000000 Penalty: 4494.154785
	Iteration 21Q: 3 clusters Score -1601884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1601925.500000 Penalty: 4494.154785
	Iteration 22Q: 3 clusters Score -1601926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1601957.875000 Penalty: 4494.154785
	Iteration 23Q: 3 clusters Score -1601958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1601978.250000 Penalty: 4494.154785
	Iteration 24Q: 3 clusters Score -1601978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1602006.750000 Penalty: 4494.154785
	Iteration 25Q: 3 clusters Score -1602007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1602026.875000 Penalty: 4494.154785
	Iteration 26Q: 3 clusters Score -1602027 nChanged 60
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: -1602043.500000 Penalty: 4494.154785
	Iteration 27Q: 3 clusters Score -1602044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1602061.375000 Penalty: 4494.154785
	Iteration 28Q: 3 clusters Score -1602061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1602072.250000 Penalty: 4494.154785
	Iteration 29Q: 3 clusters Score -1602072 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1602084.125000 Penalty: 4494.154785
	Iteration 30Q: 3 clusters Score -1602084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1602093.000000 Penalty: 4494.154785
	Iteration 31Q: 3 clusters Score -1602093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1602108.500000 Penalty: 4494.154785
	Iteration 32Q: 3 clusters Score -1602108 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1602117.250000 Penalty: 4494.154785
	Iteration 33Q: 3 clusters Score -1602117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1602123.125000 Penalty: 4494.154785
	Iteration 34Q: 3 clusters Score -1602123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1602124.750000 Penalty: 4494.154785
	Iteration 35Q: 3 clusters Score -1602125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1602131.875000 Penalty: 4494.154785
	Iteration 36Q: 3 clusters Score -1602132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1602137.500000 Penalty: 4494.154785
	Iteration 37Q: 3 clusters Score -1602138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1602136.375000 Penalty: 4494.154785
	Iteration 38Q: 3 clusters Score -1602136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1602136.500000 Penalty: 4494.154785
	Iteration 39Q: 3 clusters Score -1602136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1602141.625000 Penalty: 4494.154785
	Iteration 40F: 3 clusters Score -1602142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1602142.375000 Penalty: 4494.154785
	Iteration 41Q: 3 clusters Score -1602142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1602141.750000 Penalty: 4494.154785
	Iteration 42Q: 3 clusters Score -1602142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1602144.000000 Penalty: 4494.154785
	Iteration 43Q: 3 clusters Score -1602144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1602146.000000 Penalty: 4494.154785
	Iteration 44Q: 3 clusters Score -1602146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1602149.250000 Penalty: 4494.154785
	Iteration 45Q: 3 clusters Score -1602149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1602147.500000 Penalty: 4494.154785
	Iteration 46Q: 3 clusters Score -1602148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1602149.625000 Penalty: 4494.154785
	Iteration 47Q: 3 clusters Score -1602150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1602152.250000 Penalty: 4494.154785
	Iteration 48Q: 3 clusters Score -1602152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1602154.125000 Penalty: 4494.154785
	Iteration 49Q: 3 clusters Score -1602154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1602154.250000 Penalty: 4494.154785
	Iteration 50Q: 3 clusters Score -1602154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1602156.625000 Penalty: 4494.154785
	Iteration 51Q: 3 clusters Score -1602157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1602154.500000 Penalty: 4494.154785
	Iteration 52Q: 3 clusters Score -1602154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1602155.875000 Penalty: 4494.154785
	Iteration 53Q: 3 clusters Score -1602156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1602158.125000 Penalty: 4494.154785
	Iteration 54Q: 3 clusters Score -1602158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1602157.125000 Penalty: 4494.154785
	Iteration 55Q: 3 clusters Score -1602157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1602157.625000 Penalty: 4494.154785
	Iteration 56Q: 3 clusters Score -1602158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1602158.000000 Penalty: 4494.154785
	Iteration 57Q: 3 clusters Score -1602158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1602158.000000 Penalty: 4494.154785
	Iteration 58F: 3 clusters Score -1602158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52303 members 
Entering Unmasked Estep 
Score: -9858362.000000 Penalty: 2694.472656
	Iteration 0F: 2 clusters Score -9858362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -9827611.000000 Penalty: 5388.945312
	Iteration 0F: 3 clusters Score -9827611 nChanged 24039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -9841105.000000 Penalty: 5388.945312
	Iteration 1F: 3 clusters Score -9841105 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -9842075.000000 Penalty: 5388.945312
	Iteration 2F: 3 clusters Score -9842075 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -9843273.000000 Penalty: 5388.945312
	Iteration 3F: 3 clusters Score -9843273 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -9844767.000000 Penalty: 5388.945312
	Iteration 4F: 3 clusters Score -9844767 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -9846595.000000 Penalty: 5388.945312
	Iteration 5F: 3 clusters Score -9846595 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -9848969.000000 Penalty: 5388.945312
	Iteration 6F: 3 clusters Score -9848969 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -9851691.000000 Penalty: 5388.945312
	Iteration 7F: 3 clusters Score -9851691 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -9853826.000000 Penalty: 5388.945312
	Iteration 8F: 3 clusters Score -9853826 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -9854798.000000 Penalty: 5388.945312
	Iteration 9Q: 3 clusters Score -9854798 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -9855145.000000 Penalty: 5388.945312
	Iteration 10Q: 3 clusters Score -9855145 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -9855355.000000 Penalty: 5388.945312
	Iteration 11Q: 3 clusters Score -9855355 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -9855521.000000 Penalty: 5388.945312
	Iteration 12Q: 3 clusters Score -9855521 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -9855633.000000 Penalty: 5388.945312
	Iteration 13Q: 3 clusters Score -9855633 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -9855770.000000 Penalty: 5388.945312
	Iteration 14Q: 3 clusters Score -9855770 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -9855898.000000 Penalty: 5388.945312
	Iteration 15Q: 3 clusters Score -9855898 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -9856010.000000 Penalty: 5388.945312
	Iteration 16Q: 3 clusters Score -9856010 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -9856129.000000 Penalty: 5388.945312
	Iteration 17Q: 3 clusters Score -9856129 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -9856203.000000 Penalty: 5388.945312
	Iteration 18Q: 3 clusters Score -9856203 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9856324.000000 Penalty: 5388.945312
	Iteration 19Q: 3 clusters Score -9856324 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -9856453.000000 Penalty: 5388.945312
	Iteration 20F: 3 clusters Score -9856453 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9856637.000000 Penalty: 5388.945312
	Iteration 21Q: 3 clusters Score -9856637 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -9856769.000000 Penalty: 5388.945312
	Iteration 22Q: 3 clusters Score -9856769 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9856948.000000 Penalty: 5388.945312
	Iteration 23Q: 3 clusters Score -9856948 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -9857228.000000 Penalty: 5388.945312
	Iteration 24Q: 3 clusters Score -9857228 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -9857475.000000 Penalty: 5388.945312
	Iteration 25Q: 3 clusters Score -9857475 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -9857739.000000 Penalty: 5388.945312
	Iteration 26Q: 3 clusters Score -9857739 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -9857948.000000 Penalty: 5388.945312
	Iteration 27Q: 3 clusters Score -9857948 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9858162.000000 Penalty: 5388.945312
	Iteration 28Q: 3 clusters Score -9858162 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -9858327.000000 Penalty: 5388.945312
	Iteration 29Q: 3 clusters Score -9858327 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -9858424.000000 Penalty: 5388.945312
	Iteration 30Q: 3 clusters Score -9858424 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -9858530.000000 Penalty: 5388.945312
	Iteration 31Q: 3 clusters Score -9858530 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -9858610.000000 Penalty: 5388.945312
	Iteration 32Q: 3 clusters Score -9858610 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -9858667.000000 Penalty: 5388.945312
	Iteration 33Q: 3 clusters Score -9858667 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -9858738.000000 Penalty: 5388.945312
	Iteration 34Q: 3 clusters Score -9858738 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -9858814.000000 Penalty: 5388.945312
	Iteration 35Q: 3 clusters Score -9858814 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -9858882.000000 Penalty: 5388.945312
	Iteration 36Q: 3 clusters Score -9858882 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -9858920.000000 Penalty: 5388.945312
	Iteration 37Q: 3 clusters Score -9858920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -9858945.000000 Penalty: 5388.945312
	Iteration 38Q: 3 clusters Score -9858945 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -9858959.000000 Penalty: 5388.945312
	Iteration 39Q: 3 clusters Score -9858959 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -9859005.000000 Penalty: 5388.945312
	Iteration 40F: 3 clusters Score -9859005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -9858997.000000 Penalty: 5388.945312
	Iteration 41Q: 3 clusters Score -9858997 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -9858995.000000 Penalty: 5388.945312
	Iteration 42Q: 3 clusters Score -9858995 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -9859014.000000 Penalty: 5388.945312
	Iteration 43Q: 3 clusters Score -9859014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -9859028.000000 Penalty: 5388.945312
	Iteration 44Q: 3 clusters Score -9859028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 41732 members 
Entering Unmasked Estep 
Score: -9859013.000000 Penalty: 5388.945312
	Iteration 45Q: 3 clusters Score -9859013 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -9859019.000000 Penalty: 5388.945312
	Iteration 46Q: 3 clusters Score -9859019 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -9859055.000000 Penalty: 5388.945312
	Iteration 47Q: 3 clusters Score -9859055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -9859044.000000 Penalty: 5388.945312
	Iteration 48Q: 3 clusters Score -9859044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -9859040.000000 Penalty: 5388.945312
	Iteration 49Q: 3 clusters Score -9859040 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9859043.000000 Penalty: 5388.945312
	Iteration 50Q: 3 clusters Score -9859043 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -9859059.000000 Penalty: 5388.945312
	Iteration 51Q: 3 clusters Score -9859059 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -9859075.000000 Penalty: 5388.945312
	Iteration 52Q: 3 clusters Score -9859075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -9859068.000000 Penalty: 5388.945312
	Iteration 53Q: 3 clusters Score -9859068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -9859064.000000 Penalty: 5388.945312
	Iteration 54Q: 3 clusters Score -9859064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9859071.000000 Penalty: 5388.945312
	Iteration 55Q: 3 clusters Score -9859071 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -9859087.000000 Penalty: 5388.945312
	Iteration 56Q: 3 clusters Score -9859087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -9859082.000000 Penalty: 5388.945312
	Iteration 57Q: 3 clusters Score -9859082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -9859085.000000 Penalty: 5388.945312
	Iteration 58Q: 3 clusters Score -9859085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -9859087.000000 Penalty: 5388.945312
	Iteration 59Q: 3 clusters Score -9859087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -9859105.000000 Penalty: 5388.945312
	Iteration 60F: 3 clusters Score -9859105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -9859104.000000 Penalty: 5388.945312
	Iteration 61Q: 3 clusters Score -9859104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -9859108.000000 Penalty: 5388.945312
	Iteration 62Q: 3 clusters Score -9859108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9859101.000000 Penalty: 5388.945312
	Iteration 63Q: 3 clusters Score -9859101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9859105.000000 Penalty: 5388.945312
	Iteration 64Q: 3 clusters Score -9859105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -9859106.000000 Penalty: 5388.945312
	Iteration 65Q: 3 clusters Score -9859106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -9859093.000000 Penalty: 5388.945312
	Iteration 66Q: 3 clusters Score -9859093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -9859099.000000 Penalty: 5388.945312
	Iteration 67Q: 3 clusters Score -9859099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -9859093.000000 Penalty: 5388.945312
	Iteration 68Q: 3 clusters Score -9859093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -9859102.000000 Penalty: 5388.945312
	Iteration 69Q: 3 clusters Score -9859102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -9859102.000000 Penalty: 5388.945312
	Iteration 70Q: 3 clusters Score -9859102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -9859099.000000 Penalty: 5388.945312
	Iteration 71Q: 3 clusters Score -9859099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -9859086.000000 Penalty: 5388.945312
	Iteration 72Q: 3 clusters Score -9859086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 5388.945312
	Iteration 73Q: 3 clusters Score -9859092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -9859080.000000 Penalty: 5388.945312
	Iteration 74Q: 3 clusters Score -9859080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -9859087.000000 Penalty: 5388.945312
	Iteration 75Q: 3 clusters Score -9859087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 5388.945312
	Iteration 76Q: 3 clusters Score -9859092 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -9859088.000000 Penalty: 5388.945312
	Iteration 77Q: 3 clusters Score -9859088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -9859081.000000 Penalty: 5388.945312
	Iteration 78Q: 3 clusters Score -9859081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -9859091.000000 Penalty: 5388.945312
	Iteration 79Q: 3 clusters Score -9859091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -9859091.000000 Penalty: 5388.945312
	Iteration 80F: 3 clusters Score -9859091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9859098.000000 Penalty: 5388.945312
	Iteration 81Q: 3 clusters Score -9859098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -9859096.000000 Penalty: 5388.945312
	Iteration 82Q: 3 clusters Score -9859096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -9859098.000000 Penalty: 5388.945312
	Iteration 83Q: 3 clusters Score -9859098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 5388.945312
	Iteration 84Q: 3 clusters Score -9859092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -9859095.000000 Penalty: 5388.945312
	Iteration 85Q: 3 clusters Score -9859095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -9859094.000000 Penalty: 5388.945312
	Iteration 86Q: 3 clusters Score -9859094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 5388.945312
	Iteration 87Q: 3 clusters Score -9859092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -9859092.000000 Penalty: 5388.945312
	Iteration 88Q: 3 clusters Score -9859092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -9859108.000000 Penalty: 5388.945312
	Iteration 89Q: 3 clusters Score -9859108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9859098.000000 Penalty: 5388.945312
	Iteration 90Q: 3 clusters Score -9859098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -9859108.000000 Penalty: 5388.945312
	Iteration 91Q: 3 clusters Score -9859108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -9859122.000000 Penalty: 5388.945312
	Iteration 92Q: 3 clusters Score -9859122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -9859118.000000 Penalty: 5388.945312
	Iteration 93Q: 3 clusters Score -9859118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -9859112.000000 Penalty: 5388.945312
	Iteration 94Q: 3 clusters Score -9859112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 42578 members 
Entering Unmasked Estep 
Score: -9859123.000000 Penalty: 5388.945312
	Iteration 95Q: 3 clusters Score -9859123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -9859130.000000 Penalty: 5388.945312
	Iteration 96Q: 3 clusters Score -9859130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -9859118.000000 Penalty: 5388.945312
	Iteration 97Q: 3 clusters Score -9859118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -9859114.000000 Penalty: 5388.945312
	Iteration 98Q: 3 clusters Score -9859114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -9859108.000000 Penalty: 5388.945312
	Iteration 99Q: 3 clusters Score -9859108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -9859108.000000 Penalty: 5388.945312
	Iteration 100F: 3 clusters Score -9859108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 47338 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48411 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 16 contains 54039 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 54289 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29508 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 42596 members 
Entering Unmasked Estep 
Score: -137148816.000000 Penalty: 97259.320312
Splitting cluster 3 changes total score from -137148464.000000 to -137148816.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 4 (44387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Entering Unmasked Estep 
Score: -8295661.000000 Penalty: 2653.773926
	Iteration 0F: 2 clusters Score -8295661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -8266289.500000 Penalty: 5307.547852
	Iteration 0F: 3 clusters Score -8266290 nChanged 20272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -8277415.500000 Penalty: 5307.547852
	Iteration 1F: 3 clusters Score -8277416 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -8277795.000000 Penalty: 5307.547852
	Iteration 2Q: 3 clusters Score -8277795 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -8278191.500000 Penalty: 5307.547852
	Iteration 3Q: 3 clusters Score -8278192 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -8278728.500000 Penalty: 5307.547852
	Iteration 4Q: 3 clusters Score -8278728 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -8279501.500000 Penalty: 5307.547852
	Iteration 5Q: 3 clusters Score -8279502 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -8280783.000000 Penalty: 5307.547852
	Iteration 6F: 3 clusters Score -8280783 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8283001.000000 Penalty: 5307.547852
	Iteration 7F: 3 clusters Score -8283001 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -8286069.500000 Penalty: 5307.547852
	Iteration 8F: 3 clusters Score -8286070 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8289404.500000 Penalty: 5307.547852
	Iteration 9F: 3 clusters Score -8289404 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8291786.000000 Penalty: 5307.547852
	Iteration 10F: 3 clusters Score -8291786 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8292672.000000 Penalty: 5307.547852
	Iteration 11Q: 3 clusters Score -8292672 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8293021.000000 Penalty: 5307.547852
	Iteration 12Q: 3 clusters Score -8293021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8293151.000000 Penalty: 5307.547852
	Iteration 13Q: 3 clusters Score -8293151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8293201.500000 Penalty: 5307.547852
	Iteration 14Q: 3 clusters Score -8293202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8293238.500000 Penalty: 5307.547852
	Iteration 15Q: 3 clusters Score -8293238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8293262.500000 Penalty: 5307.547852
	Iteration 16Q: 3 clusters Score -8293262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8293273.500000 Penalty: 5307.547852
	Iteration 17Q: 3 clusters Score -8293274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -8293281.500000 Penalty: 5307.547852
	Iteration 18Q: 3 clusters Score -8293282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8293273.000000 Penalty: 5307.547852
	Iteration 19Q: 3 clusters Score -8293273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8293283.000000 Penalty: 5307.547852
	Iteration 20F: 3 clusters Score -8293283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8293283.500000 Penalty: 5307.547852
	Iteration 21Q: 3 clusters Score -8293284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8293283.500000 Penalty: 5307.547852
	Iteration 22F: 3 clusters Score -8293284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50359 members 
Entering Unmasked Estep 
Score: -9496166.000000 Penalty: 2685.079346
	Iteration 0F: 2 clusters Score -9496166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -9465097.000000 Penalty: 5370.158691
	Iteration 0F: 3 clusters Score -9465097 nChanged 23291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 24518 members 
Entering Unmasked Estep 
Score: -9477775.000000 Penalty: 5370.158691
	Iteration 1F: 3 clusters Score -9477775 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -9478253.000000 Penalty: 5370.158691
	Iteration 2Q: 3 clusters Score -9478253 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9478731.000000 Penalty: 5370.158691
	Iteration 3Q: 3 clusters Score -9478731 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -9479387.000000 Penalty: 5370.158691
	Iteration 4Q: 3 clusters Score -9479387 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -9480048.000000 Penalty: 5370.158691
	Iteration 5Q: 3 clusters Score -9480048 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -9480884.000000 Penalty: 5370.158691
	Iteration 6Q: 3 clusters Score -9480884 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -9481802.000000 Penalty: 5370.158691
	Iteration 7Q: 3 clusters Score -9481802 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -9483146.000000 Penalty: 5370.158691
	Iteration 8Q: 3 clusters Score -9483146 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -9485060.000000 Penalty: 5370.158691
	Iteration 9F: 3 clusters Score -9485060 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -9487133.000000 Penalty: 5370.158691
	Iteration 10F: 3 clusters Score -9487133 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -9489243.000000 Penalty: 5370.158691
	Iteration 11F: 3 clusters Score -9489243 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -9490700.000000 Penalty: 5370.158691
	Iteration 12Q: 3 clusters Score -9490700 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -9491754.000000 Penalty: 5370.158691
	Iteration 13Q: 3 clusters Score -9491754 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9492284.000000 Penalty: 5370.158691
	Iteration 14Q: 3 clusters Score -9492284 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9492501.000000 Penalty: 5370.158691
	Iteration 15Q: 3 clusters Score -9492501 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9493030.000000 Penalty: 5370.158691
	Iteration 16Q: 3 clusters Score -9493030 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9493339.000000 Penalty: 5370.158691
	Iteration 17Q: 3 clusters Score -9493339 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9493539.000000 Penalty: 5370.158691
	Iteration 18Q: 3 clusters Score -9493539 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -9493696.000000 Penalty: 5370.158691
	Iteration 19Q: 3 clusters Score -9493696 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9493741.000000 Penalty: 5370.158691
	Iteration 20F: 3 clusters Score -9493741 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9493814.000000 Penalty: 5370.158691
	Iteration 21Q: 3 clusters Score -9493814 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9493858.000000 Penalty: 5370.158691
	Iteration 22Q: 3 clusters Score -9493858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9493879.000000 Penalty: 5370.158691
	Iteration 23Q: 3 clusters Score -9493879 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9493885.000000 Penalty: 5370.158691
	Iteration 24Q: 3 clusters Score -9493885 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9493914.000000 Penalty: 5370.158691
	Iteration 25Q: 3 clusters Score -9493914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9493933.000000 Penalty: 5370.158691
	Iteration 26Q: 3 clusters Score -9493933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9493939.000000 Penalty: 5370.158691
	Iteration 27Q: 3 clusters Score -9493939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9493940.000000 Penalty: 5370.158691
	Iteration 28Q: 3 clusters Score -9493940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9493943.000000 Penalty: 5370.158691
	Iteration 29Q: 3 clusters Score -9493943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9493947.000000 Penalty: 5370.158691
	Iteration 30Q: 3 clusters Score -9493947 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9493945.000000 Penalty: 5370.158691
	Iteration 31Q: 3 clusters Score -9493945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9493947.000000 Penalty: 5370.158691
	Iteration 32Q: 3 clusters Score -9493947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9493950.000000 Penalty: 5370.158691
	Iteration 33Q: 3 clusters Score -9493950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9493955.000000 Penalty: 5370.158691
	Iteration 34Q: 3 clusters Score -9493955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9493973.000000 Penalty: 5370.158691
	Iteration 35Q: 3 clusters Score -9493973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9493977.000000 Penalty: 5370.158691
	Iteration 36Q: 3 clusters Score -9493977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9493981.000000 Penalty: 5370.158691
	Iteration 37Q: 3 clusters Score -9493981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9493981.000000 Penalty: 5370.158691
	Iteration 38Q: 3 clusters Score -9493981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9493980.000000 Penalty: 5370.158691
	Iteration 39Q: 3 clusters Score -9493980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49607 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9493975.000000 Penalty: 5370.158691
	Iteration 40F: 3 clusters Score -9493975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9493977.000000 Penalty: 5370.158691
	Iteration 41Q: 3 clusters Score -9493977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49610 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9493971.000000 Penalty: 5370.158691
	Iteration 42Q: 3 clusters Score -9493971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9493987.000000 Penalty: 5370.158691
	Iteration 43Q: 3 clusters Score -9493987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9494002.000000 Penalty: 5370.158691
	Iteration 44Q: 3 clusters Score -9494002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49617 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9493997.000000 Penalty: 5370.158691
	Iteration 45Q: 3 clusters Score -9493997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49620 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9494001.000000 Penalty: 5370.158691
	Iteration 46Q: 3 clusters Score -9494001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9494005.000000 Penalty: 5370.158691
	Iteration 47Q: 3 clusters Score -9494005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9494004.000000 Penalty: 5370.158691
	Iteration 48Q: 3 clusters Score -9494004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9493999.000000 Penalty: 5370.158691
	Iteration 49Q: 3 clusters Score -9493999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9493994.000000 Penalty: 5370.158691
	Iteration 50Q: 3 clusters Score -9493994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9493992.000000 Penalty: 5370.158691
	Iteration 51Q: 3 clusters Score -9493992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9493993.000000 Penalty: 5370.158691
	Iteration 52Q: 3 clusters Score -9493993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5370.158691
	Iteration 53Q: 3 clusters Score -9494000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9493999.000000 Penalty: 5370.158691
	Iteration 54Q: 3 clusters Score -9493999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9493997.000000 Penalty: 5370.158691
	Iteration 55Q: 3 clusters Score -9493997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5370.158691
	Iteration 56Q: 3 clusters Score -9494000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5370.158691
	Iteration 57Q: 3 clusters Score -9494000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9494000.000000 Penalty: 5370.158691
	Iteration 58F: 3 clusters Score -9494000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Entering Unmasked Estep 
Score: -4377164.500000 Penalty: 2495.266602
	Iteration 0F: 2 clusters Score -4377164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4360944.500000 Penalty: 4990.533203
	Iteration 0F: 3 clusters Score -4360944 nChanged 10297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -4366573.000000 Penalty: 4990.533203
	Iteration 1F: 3 clusters Score -4366573 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4366940.000000 Penalty: 4990.533203
	Iteration 2Q: 3 clusters Score -4366940 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4367252.500000 Penalty: 4990.533203
	Iteration 3Q: 3 clusters Score -4367252 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -4367546.000000 Penalty: 4990.533203
	Iteration 4Q: 3 clusters Score -4367546 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4367844.000000 Penalty: 4990.533203
	Iteration 5Q: 3 clusters Score -4367844 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -4368178.500000 Penalty: 4990.533203
	Iteration 6Q: 3 clusters Score -4368178 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -4368544.000000 Penalty: 4990.533203
	Iteration 7Q: 3 clusters Score -4368544 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -4369024.500000 Penalty: 4990.533203
	Iteration 8Q: 3 clusters Score -4369024 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -4369650.500000 Penalty: 4990.533203
	Iteration 9Q: 3 clusters Score -4369650 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4370503.500000 Penalty: 4990.533203
	Iteration 10F: 3 clusters Score -4370504 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -4371506.000000 Penalty: 4990.533203
	Iteration 11F: 3 clusters Score -4371506 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4372479.000000 Penalty: 4990.533203
	Iteration 12Q: 3 clusters Score -4372479 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -4373223.000000 Penalty: 4990.533203
	Iteration 13Q: 3 clusters Score -4373223 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -4373735.000000 Penalty: 4990.533203
	Iteration 14Q: 3 clusters Score -4373735 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4374042.500000 Penalty: 4990.533203
	Iteration 15Q: 3 clusters Score -4374042 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4374253.500000 Penalty: 4990.533203
	Iteration 16Q: 3 clusters Score -4374254 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4374391.000000 Penalty: 4990.533203
	Iteration 17Q: 3 clusters Score -4374391 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4374501.000000 Penalty: 4990.533203
	Iteration 18Q: 3 clusters Score -4374501 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4374561.500000 Penalty: 4990.533203
	Iteration 19Q: 3 clusters Score -4374562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -4374628.000000 Penalty: 4990.533203
	Iteration 20F: 3 clusters Score -4374628 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4374660.500000 Penalty: 4990.533203
	Iteration 21Q: 3 clusters Score -4374660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4374705.500000 Penalty: 4990.533203
	Iteration 22Q: 3 clusters Score -4374706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4374742.000000 Penalty: 4990.533203
	Iteration 23Q: 3 clusters Score -4374742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4374766.000000 Penalty: 4990.533203
	Iteration 24Q: 3 clusters Score -4374766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4374786.500000 Penalty: 4990.533203
	Iteration 25Q: 3 clusters Score -4374786 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4374814.000000 Penalty: 4990.533203
	Iteration 26Q: 3 clusters Score -4374814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4374831.500000 Penalty: 4990.533203
	Iteration 27Q: 3 clusters Score -4374832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4374854.500000 Penalty: 4990.533203
	Iteration 28Q: 3 clusters Score -4374854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4374886.500000 Penalty: 4990.533203
	Iteration 29Q: 3 clusters Score -4374886 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4374895.500000 Penalty: 4990.533203
	Iteration 30Q: 3 clusters Score -4374896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4374906.500000 Penalty: 4990.533203
	Iteration 31Q: 3 clusters Score -4374906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4374925.000000 Penalty: 4990.533203
	Iteration 32Q: 3 clusters Score -4374925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4374935.000000 Penalty: 4990.533203
	Iteration 33Q: 3 clusters Score -4374935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4374942.000000 Penalty: 4990.533203
	Iteration 34Q: 3 clusters Score -4374942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -4374955.500000 Penalty: 4990.533203
	Iteration 35Q: 3 clusters Score -4374956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4374970.500000 Penalty: 4990.533203
	Iteration 36Q: 3 clusters Score -4374970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4374978.500000 Penalty: 4990.533203
	Iteration 37Q: 3 clusters Score -4374978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4374980.500000 Penalty: 4990.533203
	Iteration 38Q: 3 clusters Score -4374980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4374985.000000 Penalty: 4990.533203
	Iteration 39Q: 3 clusters Score -4374985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4374987.500000 Penalty: 4990.533203
	Iteration 40F: 3 clusters Score -4374988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Entering Unmasked Estep 
Score: -8759879.000000 Penalty: 2669.737061
	Iteration 0F: 2 clusters Score -8759879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -8728848.000000 Penalty: 5339.474121
	Iteration 0F: 3 clusters Score -8728848 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -8741184.000000 Penalty: 5339.474121
	Iteration 1F: 3 clusters Score -8741184 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -8742214.000000 Penalty: 5339.474121
	Iteration 2Q: 3 clusters Score -8742214 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8743587.000000 Penalty: 5339.474121
	Iteration 3F: 3 clusters Score -8743587 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -8745573.000000 Penalty: 5339.474121
	Iteration 4F: 3 clusters Score -8745573 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8748283.000000 Penalty: 5339.474121
	Iteration 5F: 3 clusters Score -8748283 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -8751602.000000 Penalty: 5339.474121
	Iteration 6F: 3 clusters Score -8751602 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -8754431.000000 Penalty: 5339.474121
	Iteration 7F: 3 clusters Score -8754431 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -8755824.000000 Penalty: 5339.474121
	Iteration 8Q: 3 clusters Score -8755824 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -8756524.000000 Penalty: 5339.474121
	Iteration 9Q: 3 clusters Score -8756524 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -8756977.000000 Penalty: 5339.474121
	Iteration 10Q: 3 clusters Score -8756977 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -8757356.000000 Penalty: 5339.474121
	Iteration 11Q: 3 clusters Score -8757356 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -8757670.000000 Penalty: 5339.474121
	Iteration 12Q: 3 clusters Score -8757670 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -8757867.000000 Penalty: 5339.474121
	Iteration 13Q: 3 clusters Score -8757867 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -8758014.000000 Penalty: 5339.474121
	Iteration 14Q: 3 clusters Score -8758014 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -8758153.000000 Penalty: 5339.474121
	Iteration 15Q: 3 clusters Score -8758153 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -8758223.000000 Penalty: 5339.474121
	Iteration 16Q: 3 clusters Score -8758223 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -8758310.000000 Penalty: 5339.474121
	Iteration 17Q: 3 clusters Score -8758310 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -8758405.000000 Penalty: 5339.474121
	Iteration 18Q: 3 clusters Score -8758405 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -8758466.000000 Penalty: 5339.474121
	Iteration 19Q: 3 clusters Score -8758466 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40025 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8758523.000000 Penalty: 5339.474121
	Iteration 20F: 3 clusters Score -8758523 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -8758537.000000 Penalty: 5339.474121
	Iteration 21Q: 3 clusters Score -8758537 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8758585.000000 Penalty: 5339.474121
	Iteration 22Q: 3 clusters Score -8758585 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -8758597.000000 Penalty: 5339.474121
	Iteration 23Q: 3 clusters Score -8758597 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -8758621.000000 Penalty: 5339.474121
	Iteration 24Q: 3 clusters Score -8758621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -8758641.000000 Penalty: 5339.474121
	Iteration 25Q: 3 clusters Score -8758641 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -8758646.000000 Penalty: 5339.474121
	Iteration 26Q: 3 clusters Score -8758646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8758665.000000 Penalty: 5339.474121
	Iteration 27Q: 3 clusters Score -8758665 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -8758670.000000 Penalty: 5339.474121
	Iteration 28Q: 3 clusters Score -8758670 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -8758677.000000 Penalty: 5339.474121
	Iteration 29Q: 3 clusters Score -8758677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8758687.000000 Penalty: 5339.474121
	Iteration 30Q: 3 clusters Score -8758687 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -8758671.000000 Penalty: 5339.474121
	Iteration 31Q: 3 clusters Score -8758671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -8758692.000000 Penalty: 5339.474121
	Iteration 32Q: 3 clusters Score -8758692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -8758690.000000 Penalty: 5339.474121
	Iteration 33Q: 3 clusters Score -8758690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8758686.000000 Penalty: 5339.474121
	Iteration 34Q: 3 clusters Score -8758686 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8758675.000000 Penalty: 5339.474121
	Iteration 35Q: 3 clusters Score -8758675 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -8758694.000000 Penalty: 5339.474121
	Iteration 36Q: 3 clusters Score -8758694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -8758717.000000 Penalty: 5339.474121
	Iteration 37Q: 3 clusters Score -8758717 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 38Q: 3 clusters Score -8758736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 39Q: 3 clusters Score -8758740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 40F: 3 clusters Score -8758740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -8758722.000000 Penalty: 5339.474121
	Iteration 41Q: 3 clusters Score -8758722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -8758732.000000 Penalty: 5339.474121
	Iteration 42Q: 3 clusters Score -8758732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8758739.000000 Penalty: 5339.474121
	Iteration 43Q: 3 clusters Score -8758739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8758733.000000 Penalty: 5339.474121
	Iteration 44Q: 3 clusters Score -8758733 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 45Q: 3 clusters Score -8758736 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -8758750.000000 Penalty: 5339.474121
	Iteration 46Q: 3 clusters Score -8758750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8758761.000000 Penalty: 5339.474121
	Iteration 47Q: 3 clusters Score -8758761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -8758754.000000 Penalty: 5339.474121
	Iteration 48Q: 3 clusters Score -8758754 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -8758760.000000 Penalty: 5339.474121
	Iteration 49Q: 3 clusters Score -8758760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8758774.000000 Penalty: 5339.474121
	Iteration 50Q: 3 clusters Score -8758774 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -8758760.000000 Penalty: 5339.474121
	Iteration 51Q: 3 clusters Score -8758760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8758758.000000 Penalty: 5339.474121
	Iteration 52Q: 3 clusters Score -8758758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -8758763.000000 Penalty: 5339.474121
	Iteration 53Q: 3 clusters Score -8758763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -8758751.000000 Penalty: 5339.474121
	Iteration 54Q: 3 clusters Score -8758751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8758748.000000 Penalty: 5339.474121
	Iteration 55Q: 3 clusters Score -8758748 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8758762.000000 Penalty: 5339.474121
	Iteration 56Q: 3 clusters Score -8758762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8758759.000000 Penalty: 5339.474121
	Iteration 57Q: 3 clusters Score -8758759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8758763.000000 Penalty: 5339.474121
	Iteration 58Q: 3 clusters Score -8758763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -8758755.000000 Penalty: 5339.474121
	Iteration 59Q: 3 clusters Score -8758755 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 60F: 3 clusters Score -8758740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -8758746.000000 Penalty: 5339.474121
	Iteration 61Q: 3 clusters Score -8758746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8758755.000000 Penalty: 5339.474121
	Iteration 62Q: 3 clusters Score -8758755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8758744.000000 Penalty: 5339.474121
	Iteration 63Q: 3 clusters Score -8758744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8758743.000000 Penalty: 5339.474121
	Iteration 64Q: 3 clusters Score -8758743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8758732.000000 Penalty: 5339.474121
	Iteration 65Q: 3 clusters Score -8758732 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8758753.000000 Penalty: 5339.474121
	Iteration 66Q: 3 clusters Score -8758753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -8758747.000000 Penalty: 5339.474121
	Iteration 67Q: 3 clusters Score -8758747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8758739.000000 Penalty: 5339.474121
	Iteration 68Q: 3 clusters Score -8758739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8758757.000000 Penalty: 5339.474121
	Iteration 69Q: 3 clusters Score -8758757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8758743.000000 Penalty: 5339.474121
	Iteration 70Q: 3 clusters Score -8758743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8758734.000000 Penalty: 5339.474121
	Iteration 71Q: 3 clusters Score -8758734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8758735.000000 Penalty: 5339.474121
	Iteration 72Q: 3 clusters Score -8758735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -8758745.000000 Penalty: 5339.474121
	Iteration 73Q: 3 clusters Score -8758745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8758739.000000 Penalty: 5339.474121
	Iteration 74Q: 3 clusters Score -8758739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 75Q: 3 clusters Score -8758740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8758739.000000 Penalty: 5339.474121
	Iteration 76Q: 3 clusters Score -8758739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -8758754.000000 Penalty: 5339.474121
	Iteration 77Q: 3 clusters Score -8758754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8758757.000000 Penalty: 5339.474121
	Iteration 78Q: 3 clusters Score -8758757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8758746.000000 Penalty: 5339.474121
	Iteration 79Q: 3 clusters Score -8758746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 80F: 3 clusters Score -8758740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -8758746.000000 Penalty: 5339.474121
	Iteration 81Q: 3 clusters Score -8758746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8758750.000000 Penalty: 5339.474121
	Iteration 82Q: 3 clusters Score -8758750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8758742.000000 Penalty: 5339.474121
	Iteration 83Q: 3 clusters Score -8758742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8758750.000000 Penalty: 5339.474121
	Iteration 84Q: 3 clusters Score -8758750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8758737.000000 Penalty: 5339.474121
	Iteration 85Q: 3 clusters Score -8758737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -8758737.000000 Penalty: 5339.474121
	Iteration 86Q: 3 clusters Score -8758737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 87Q: 3 clusters Score -8758736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 88Q: 3 clusters Score -8758736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 89Q: 3 clusters Score -8758736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8758728.000000 Penalty: 5339.474121
	Iteration 90Q: 3 clusters Score -8758728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -8758735.000000 Penalty: 5339.474121
	Iteration 91Q: 3 clusters Score -8758735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8758732.000000 Penalty: 5339.474121
	Iteration 92Q: 3 clusters Score -8758732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8758727.000000 Penalty: 5339.474121
	Iteration 93Q: 3 clusters Score -8758727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -8758729.000000 Penalty: 5339.474121
	Iteration 94Q: 3 clusters Score -8758729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -8758732.000000 Penalty: 5339.474121
	Iteration 95Q: 3 clusters Score -8758732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -8758737.000000 Penalty: 5339.474121
	Iteration 96Q: 3 clusters Score -8758737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8758749.000000 Penalty: 5339.474121
	Iteration 97Q: 3 clusters Score -8758749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -8758734.000000 Penalty: 5339.474121
	Iteration 98Q: 3 clusters Score -8758734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8758747.000000 Penalty: 5339.474121
	Iteration 99Q: 3 clusters Score -8758747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8758736.000000 Penalty: 5339.474121
	Iteration 100F: 3 clusters Score -8758736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8758741.000000 Penalty: 5339.474121
	Iteration 101Q: 3 clusters Score -8758741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8758741.000000 Penalty: 5339.474121
	Iteration 102Q: 3 clusters Score -8758741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8758737.000000 Penalty: 5339.474121
	Iteration 103Q: 3 clusters Score -8758737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -8758731.000000 Penalty: 5339.474121
	Iteration 104Q: 3 clusters Score -8758731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -8758727.000000 Penalty: 5339.474121
	Iteration 105Q: 3 clusters Score -8758727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8758740.000000 Penalty: 5339.474121
	Iteration 106Q: 3 clusters Score -8758740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8758727.000000 Penalty: 5339.474121
	Iteration 107Q: 3 clusters Score -8758727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8758714.000000 Penalty: 5339.474121
	Iteration 108Q: 3 clusters Score -8758714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8758724.000000 Penalty: 5339.474121
	Iteration 109Q: 3 clusters Score -8758724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -8758700.000000 Penalty: 5339.474121
	Iteration 110Q: 3 clusters Score -8758700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -8758706.000000 Penalty: 5339.474121
	Iteration 111Q: 3 clusters Score -8758706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -8758695.000000 Penalty: 5339.474121
	Iteration 112Q: 3 clusters Score -8758695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8758686.000000 Penalty: 5339.474121
	Iteration 113Q: 3 clusters Score -8758686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -8758684.000000 Penalty: 5339.474121
	Iteration 114Q: 3 clusters Score -8758684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8758688.000000 Penalty: 5339.474121
	Iteration 115Q: 3 clusters Score -8758688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -8758673.000000 Penalty: 5339.474121
	Iteration 116Q: 3 clusters Score -8758673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8758680.000000 Penalty: 5339.474121
	Iteration 117Q: 3 clusters Score -8758680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -8758667.000000 Penalty: 5339.474121
	Iteration 118Q: 3 clusters Score -8758667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -8758666.000000 Penalty: 5339.474121
	Iteration 119Q: 3 clusters Score -8758666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8758663.000000 Penalty: 5339.474121
	Iteration 120F: 3 clusters Score -8758663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8758664.000000 Penalty: 5339.474121
	Iteration 121Q: 3 clusters Score -8758664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8758651.000000 Penalty: 5339.474121
	Iteration 122Q: 3 clusters Score -8758651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8758655.000000 Penalty: 5339.474121
	Iteration 123Q: 3 clusters Score -8758655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5339.474121
	Iteration 124Q: 3 clusters Score -8758652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5339.474121
	Iteration 125Q: 3 clusters Score -8758652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8758651.000000 Penalty: 5339.474121
	Iteration 126Q: 3 clusters Score -8758651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8758659.000000 Penalty: 5339.474121
	Iteration 127Q: 3 clusters Score -8758659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8758657.000000 Penalty: 5339.474121
	Iteration 128Q: 3 clusters Score -8758657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8758661.000000 Penalty: 5339.474121
	Iteration 129Q: 3 clusters Score -8758661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5339.474121
	Iteration 130Q: 3 clusters Score -8758652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -8758653.000000 Penalty: 5339.474121
	Iteration 131Q: 3 clusters Score -8758653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8758651.000000 Penalty: 5339.474121
	Iteration 132Q: 3 clusters Score -8758651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8758657.000000 Penalty: 5339.474121
	Iteration 133Q: 3 clusters Score -8758657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8758658.000000 Penalty: 5339.474121
	Iteration 134Q: 3 clusters Score -8758658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8758650.000000 Penalty: 5339.474121
	Iteration 135Q: 3 clusters Score -8758650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8758659.000000 Penalty: 5339.474121
	Iteration 136Q: 3 clusters Score -8758659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -8758658.000000 Penalty: 5339.474121
	Iteration 137Q: 3 clusters Score -8758658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8758659.000000 Penalty: 5339.474121
	Iteration 138Q: 3 clusters Score -8758659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -8758654.000000 Penalty: 5339.474121
	Iteration 139Q: 3 clusters Score -8758654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8758652.000000 Penalty: 5339.474121
	Iteration 140F: 3 clusters Score -8758652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8758645.000000 Penalty: 5339.474121
	Iteration 141Q: 3 clusters Score -8758645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8758650.000000 Penalty: 5339.474121
	Iteration 142Q: 3 clusters Score -8758650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8758649.000000 Penalty: 5339.474121
	Iteration 143Q: 3 clusters Score -8758649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8758649.000000 Penalty: 5339.474121
	Iteration 144F: 3 clusters Score -8758649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -53175.292969 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53175.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -53278.820312 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53278.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -53304.542969 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53304.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53323.109375 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53323.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -53323.109375 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -53323.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (48411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Entering Unmasked Estep 
Score: -9082108.000000 Penalty: 2675.295654
	Iteration 0F: 2 clusters Score -9082108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -9052281.000000 Penalty: 5350.591309
	Iteration 0F: 3 clusters Score -9052281 nChanged 22303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -9064279.000000 Penalty: 5350.591309
	Iteration 1F: 3 clusters Score -9064279 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -9064751.000000 Penalty: 5350.591309
	Iteration 2Q: 3 clusters Score -9064751 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -9065319.000000 Penalty: 5350.591309
	Iteration 3Q: 3 clusters Score -9065319 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -9066019.000000 Penalty: 5350.591309
	Iteration 4Q: 3 clusters Score -9066019 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -9067136.000000 Penalty: 5350.591309
	Iteration 5F: 3 clusters Score -9067136 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -9068923.000000 Penalty: 5350.591309
	Iteration 6F: 3 clusters Score -9068923 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -9071514.000000 Penalty: 5350.591309
	Iteration 7F: 3 clusters Score -9071514 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -9074617.000000 Penalty: 5350.591309
	Iteration 8F: 3 clusters Score -9074617 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9077437.000000 Penalty: 5350.591309
	Iteration 9F: 3 clusters Score -9077437 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -9079242.000000 Penalty: 5350.591309
	Iteration 10Q: 3 clusters Score -9079242 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45649 members 
Entering Unmasked Estep 
Score: -9079991.000000 Penalty: 5350.591309
	Iteration 11Q: 3 clusters Score -9079991 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9080300.000000 Penalty: 5350.591309
	Iteration 12Q: 3 clusters Score -9080300 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -9080392.000000 Penalty: 5350.591309
	Iteration 13Q: 3 clusters Score -9080392 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -9080397.000000 Penalty: 5350.591309
	Iteration 14Q: 3 clusters Score -9080397 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -9080391.000000 Penalty: 5350.591309
	Iteration 15Q: 3 clusters Score -9080391 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -9080376.000000 Penalty: 5350.591309
	Iteration 16Q: 3 clusters Score -9080376 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 47499 members 
Entering Unmasked Estep 
Score: -9080349.000000 Penalty: 5350.591309
	Iteration 17Q: 3 clusters Score -9080349 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -9080337.000000 Penalty: 5350.591309
	Iteration 18Q: 3 clusters Score -9080337 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9080316.000000 Penalty: 5350.591309
	Iteration 19Q: 3 clusters Score -9080316 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -9080315.000000 Penalty: 5350.591309
	Iteration 20F: 3 clusters Score -9080315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9080322.000000 Penalty: 5350.591309
	Iteration 21Q: 3 clusters Score -9080322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9080322.000000 Penalty: 5350.591309
	Iteration 22Q: 3 clusters Score -9080322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -9080295.000000 Penalty: 5350.591309
	Iteration 23Q: 3 clusters Score -9080295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -9080298.000000 Penalty: 5350.591309
	Iteration 24Q: 3 clusters Score -9080298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -9080305.000000 Penalty: 5350.591309
	Iteration 25Q: 3 clusters Score -9080305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9080309.000000 Penalty: 5350.591309
	Iteration 26Q: 3 clusters Score -9080309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9080305.000000 Penalty: 5350.591309
	Iteration 27Q: 3 clusters Score -9080305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9080303.000000 Penalty: 5350.591309
	Iteration 28Q: 3 clusters Score -9080303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9080303.000000 Penalty: 5350.591309
	Iteration 29F: 3 clusters Score -9080303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Entering Unmasked Estep 
Score: -8351826.500000 Penalty: 2657.120361
	Iteration 0F: 2 clusters Score -8351826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -8321760.500000 Penalty: 5314.240723
	Iteration 0F: 3 clusters Score -8321760 nChanged 20732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -8333150.000000 Penalty: 5314.240723
	Iteration 1F: 3 clusters Score -8333150 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8333554.500000 Penalty: 5314.240723
	Iteration 2Q: 3 clusters Score -8333554 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8334001.000000 Penalty: 5314.240723
	Iteration 3Q: 3 clusters Score -8334001 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -8334482.500000 Penalty: 5314.240723
	Iteration 4Q: 3 clusters Score -8334482 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8335008.000000 Penalty: 5314.240723
	Iteration 5Q: 3 clusters Score -8335008 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -8335726.000000 Penalty: 5314.240723
	Iteration 6Q: 3 clusters Score -8335726 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -8336819.500000 Penalty: 5314.240723
	Iteration 7Q: 3 clusters Score -8336820 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8338561.500000 Penalty: 5314.240723
	Iteration 8F: 3 clusters Score -8338562 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -8341090.500000 Penalty: 5314.240723
	Iteration 9F: 3 clusters Score -8341090 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -8344058.500000 Penalty: 5314.240723
	Iteration 10F: 3 clusters Score -8344058 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8346588.500000 Penalty: 5314.240723
	Iteration 11F: 3 clusters Score -8346588 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -8347888.500000 Penalty: 5314.240723
	Iteration 12Q: 3 clusters Score -8347888 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -8348523.500000 Penalty: 5314.240723
	Iteration 13Q: 3 clusters Score -8348524 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -8348894.000000 Penalty: 5314.240723
	Iteration 14Q: 3 clusters Score -8348894 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -8349111.000000 Penalty: 5314.240723
	Iteration 15Q: 3 clusters Score -8349111 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -8349294.500000 Penalty: 5314.240723
	Iteration 16Q: 3 clusters Score -8349294 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -8349425.000000 Penalty: 5314.240723
	Iteration 17Q: 3 clusters Score -8349425 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -8349506.500000 Penalty: 5314.240723
	Iteration 18Q: 3 clusters Score -8349506 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -8349566.000000 Penalty: 5314.240723
	Iteration 19Q: 3 clusters Score -8349566 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -8349667.000000 Penalty: 5314.240723
	Iteration 20F: 3 clusters Score -8349667 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -8349693.000000 Penalty: 5314.240723
	Iteration 21Q: 3 clusters Score -8349693 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -8349731.500000 Penalty: 5314.240723
	Iteration 22Q: 3 clusters Score -8349732 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -8349756.500000 Penalty: 5314.240723
	Iteration 23Q: 3 clusters Score -8349756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8349780.500000 Penalty: 5314.240723
	Iteration 24Q: 3 clusters Score -8349780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8349791.500000 Penalty: 5314.240723
	Iteration 25Q: 3 clusters Score -8349792 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -8349822.000000 Penalty: 5314.240723
	Iteration 26Q: 3 clusters Score -8349822 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -8349859.000000 Penalty: 5314.240723
	Iteration 27Q: 3 clusters Score -8349859 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -8349888.500000 Penalty: 5314.240723
	Iteration 28Q: 3 clusters Score -8349888 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -8349912.500000 Penalty: 5314.240723
	Iteration 29Q: 3 clusters Score -8349912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -8349900.000000 Penalty: 5314.240723
	Iteration 30Q: 3 clusters Score -8349900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -8349907.000000 Penalty: 5314.240723
	Iteration 31Q: 3 clusters Score -8349907 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -8349939.000000 Penalty: 5314.240723
	Iteration 32Q: 3 clusters Score -8349939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -8349962.000000 Penalty: 5314.240723
	Iteration 33Q: 3 clusters Score -8349962 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -8349970.500000 Penalty: 5314.240723
	Iteration 34Q: 3 clusters Score -8349970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
Score: -8350003.500000 Penalty: 5314.240723
	Iteration 35Q: 3 clusters Score -8350004 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -8350046.000000 Penalty: 5314.240723
	Iteration 36Q: 3 clusters Score -8350046 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8350059.000000 Penalty: 5314.240723
	Iteration 37Q: 3 clusters Score -8350059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8350067.000000 Penalty: 5314.240723
	Iteration 38Q: 3 clusters Score -8350067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8350077.000000 Penalty: 5314.240723
	Iteration 39Q: 3 clusters Score -8350077 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -8350085.500000 Penalty: 5314.240723
	Iteration 40F: 3 clusters Score -8350086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -8350074.000000 Penalty: 5314.240723
	Iteration 41Q: 3 clusters Score -8350074 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -8350072.500000 Penalty: 5314.240723
	Iteration 42Q: 3 clusters Score -8350072 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -8350063.500000 Penalty: 5314.240723
	Iteration 43Q: 3 clusters Score -8350064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -8350067.000000 Penalty: 5314.240723
	Iteration 44Q: 3 clusters Score -8350067 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8350069.000000 Penalty: 5314.240723
	Iteration 45Q: 3 clusters Score -8350069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 40045 members 
Entering Unmasked Estep 
Score: -8350094.000000 Penalty: 5314.240723
	Iteration 46Q: 3 clusters Score -8350094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8350117.500000 Penalty: 5314.240723
	Iteration 47Q: 3 clusters Score -8350118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8350110.500000 Penalty: 5314.240723
	Iteration 48Q: 3 clusters Score -8350110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8350117.000000 Penalty: 5314.240723
	Iteration 49Q: 3 clusters Score -8350117 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8350110.000000 Penalty: 5314.240723
	Iteration 50Q: 3 clusters Score -8350110 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -8350111.000000 Penalty: 5314.240723
	Iteration 51Q: 3 clusters Score -8350111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -8350120.000000 Penalty: 5314.240723
	Iteration 52Q: 3 clusters Score -8350120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8350123.000000 Penalty: 5314.240723
	Iteration 53Q: 3 clusters Score -8350123 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -8350134.000000 Penalty: 5314.240723
	Iteration 54Q: 3 clusters Score -8350134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8350123.000000 Penalty: 5314.240723
	Iteration 55Q: 3 clusters Score -8350123 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -8350136.500000 Penalty: 5314.240723
	Iteration 56Q: 3 clusters Score -8350136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8350133.000000 Penalty: 5314.240723
	Iteration 57Q: 3 clusters Score -8350133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -8350127.500000 Penalty: 5314.240723
	Iteration 58Q: 3 clusters Score -8350128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -8350144.500000 Penalty: 5314.240723
	Iteration 59Q: 3 clusters Score -8350144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -8350154.500000 Penalty: 5314.240723
	Iteration 60F: 3 clusters Score -8350154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8350173.000000 Penalty: 5314.240723
	Iteration 61Q: 3 clusters Score -8350173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -8350175.000000 Penalty: 5314.240723
	Iteration 62Q: 3 clusters Score -8350175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -8350182.000000 Penalty: 5314.240723
	Iteration 63Q: 3 clusters Score -8350182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -8350211.000000 Penalty: 5314.240723
	Iteration 64Q: 3 clusters Score -8350211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8350204.500000 Penalty: 5314.240723
	Iteration 65Q: 3 clusters Score -8350204 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8350198.000000 Penalty: 5314.240723
	Iteration 66Q: 3 clusters Score -8350198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -8350196.500000 Penalty: 5314.240723
	Iteration 67Q: 3 clusters Score -8350196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8350193.500000 Penalty: 5314.240723
	Iteration 68Q: 3 clusters Score -8350194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -8350196.500000 Penalty: 5314.240723
	Iteration 69Q: 3 clusters Score -8350196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8350201.000000 Penalty: 5314.240723
	Iteration 70Q: 3 clusters Score -8350201 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -8350213.000000 Penalty: 5314.240723
	Iteration 71Q: 3 clusters Score -8350213 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -8350215.500000 Penalty: 5314.240723
	Iteration 72Q: 3 clusters Score -8350216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8350224.500000 Penalty: 5314.240723
	Iteration 73Q: 3 clusters Score -8350224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8350231.000000 Penalty: 5314.240723
	Iteration 74Q: 3 clusters Score -8350231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8350223.500000 Penalty: 5314.240723
	Iteration 75Q: 3 clusters Score -8350224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -8350218.500000 Penalty: 5314.240723
	Iteration 76Q: 3 clusters Score -8350218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -8350241.000000 Penalty: 5314.240723
	Iteration 77Q: 3 clusters Score -8350241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -8350247.500000 Penalty: 5314.240723
	Iteration 78Q: 3 clusters Score -8350248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -8350244.000000 Penalty: 5314.240723
	Iteration 79Q: 3 clusters Score -8350244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8350244.500000 Penalty: 5314.240723
	Iteration 80F: 3 clusters Score -8350244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8350247.000000 Penalty: 5314.240723
	Iteration 81Q: 3 clusters Score -8350247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8350245.000000 Penalty: 5314.240723
	Iteration 82Q: 3 clusters Score -8350245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8350245.500000 Penalty: 5314.240723
	Iteration 83Q: 3 clusters Score -8350246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8350245.000000 Penalty: 5314.240723
	Iteration 84Q: 3 clusters Score -8350245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8350248.000000 Penalty: 5314.240723
	Iteration 85Q: 3 clusters Score -8350248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8350244.000000 Penalty: 5314.240723
	Iteration 86Q: 3 clusters Score -8350244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8350243.500000 Penalty: 5314.240723
	Iteration 87Q: 3 clusters Score -8350244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8350238.500000 Penalty: 5314.240723
	Iteration 88Q: 3 clusters Score -8350238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8350242.000000 Penalty: 5314.240723
	Iteration 89Q: 3 clusters Score -8350242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8350244.000000 Penalty: 5314.240723
	Iteration 90Q: 3 clusters Score -8350244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -8350234.500000 Penalty: 5314.240723
	Iteration 91Q: 3 clusters Score -8350234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8350235.500000 Penalty: 5314.240723
	Iteration 92Q: 3 clusters Score -8350236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -8350235.000000 Penalty: 5314.240723
	Iteration 93Q: 3 clusters Score -8350235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8350234.500000 Penalty: 5314.240723
	Iteration 94Q: 3 clusters Score -8350234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 41668 members 
Entering Unmasked Estep 
Score: -8350249.500000 Penalty: 5314.240723
	Iteration 95Q: 3 clusters Score -8350250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8350257.000000 Penalty: 5314.240723
	Iteration 96Q: 3 clusters Score -8350257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8350238.500000 Penalty: 5314.240723
	Iteration 97Q: 3 clusters Score -8350238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8350247.000000 Penalty: 5314.240723
	Iteration 98Q: 3 clusters Score -8350247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8350240.000000 Penalty: 5314.240723
	Iteration 99Q: 3 clusters Score -8350240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8350235.500000 Penalty: 5314.240723
	Iteration 100F: 3 clusters Score -8350236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -8350240.500000 Penalty: 5314.240723
	Iteration 101Q: 3 clusters Score -8350240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -8350233.000000 Penalty: 5314.240723
	Iteration 102Q: 3 clusters Score -8350233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8350230.000000 Penalty: 5314.240723
	Iteration 103Q: 3 clusters Score -8350230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -8350236.000000 Penalty: 5314.240723
	Iteration 104Q: 3 clusters Score -8350236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8350244.000000 Penalty: 5314.240723
	Iteration 105Q: 3 clusters Score -8350244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -8350228.000000 Penalty: 5314.240723
	Iteration 106Q: 3 clusters Score -8350228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -8350230.500000 Penalty: 5314.240723
	Iteration 107Q: 3 clusters Score -8350230 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -8350247.000000 Penalty: 5314.240723
	Iteration 108Q: 3 clusters Score -8350247 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8350245.000000 Penalty: 5314.240723
	Iteration 109Q: 3 clusters Score -8350245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8350250.500000 Penalty: 5314.240723
	Iteration 110Q: 3 clusters Score -8350250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -8350245.000000 Penalty: 5314.240723
	Iteration 111Q: 3 clusters Score -8350245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -8350252.000000 Penalty: 5314.240723
	Iteration 112Q: 3 clusters Score -8350252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -8350250.500000 Penalty: 5314.240723
	Iteration 113Q: 3 clusters Score -8350250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8350236.000000 Penalty: 5314.240723
	Iteration 114Q: 3 clusters Score -8350236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -8350238.000000 Penalty: 5314.240723
	Iteration 115Q: 3 clusters Score -8350238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8350245.000000 Penalty: 5314.240723
	Iteration 116Q: 3 clusters Score -8350245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -8350236.500000 Penalty: 5314.240723
	Iteration 117Q: 3 clusters Score -8350236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8350242.000000 Penalty: 5314.240723
	Iteration 118Q: 3 clusters Score -8350242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8350242.000000 Penalty: 5314.240723
	Iteration 119Q: 3 clusters Score -8350242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8350238.000000 Penalty: 5314.240723
	Iteration 120F: 3 clusters Score -8350238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8350252.500000 Penalty: 5314.240723
	Iteration 121Q: 3 clusters Score -8350252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8350255.500000 Penalty: 5314.240723
	Iteration 122Q: 3 clusters Score -8350256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -8350261.500000 Penalty: 5314.240723
	Iteration 123Q: 3 clusters Score -8350262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -8350264.000000 Penalty: 5314.240723
	Iteration 124Q: 3 clusters Score -8350264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8350258.500000 Penalty: 5314.240723
	Iteration 125Q: 3 clusters Score -8350258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8350269.500000 Penalty: 5314.240723
	Iteration 126Q: 3 clusters Score -8350270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8350266.500000 Penalty: 5314.240723
	Iteration 127Q: 3 clusters Score -8350266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8350268.000000 Penalty: 5314.240723
	Iteration 128Q: 3 clusters Score -8350268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -8350265.500000 Penalty: 5314.240723
	Iteration 129Q: 3 clusters Score -8350266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -8350263.000000 Penalty: 5314.240723
	Iteration 130Q: 3 clusters Score -8350263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -8350262.000000 Penalty: 5314.240723
	Iteration 131Q: 3 clusters Score -8350262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -8350261.500000 Penalty: 5314.240723
	Iteration 132Q: 3 clusters Score -8350262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8350263.500000 Penalty: 5314.240723
	Iteration 133Q: 3 clusters Score -8350264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8350257.000000 Penalty: 5314.240723
	Iteration 134Q: 3 clusters Score -8350257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8350264.000000 Penalty: 5314.240723
	Iteration 135Q: 3 clusters Score -8350264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8350256.500000 Penalty: 5314.240723
	Iteration 136Q: 3 clusters Score -8350256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8350269.000000 Penalty: 5314.240723
	Iteration 137Q: 3 clusters Score -8350269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -8350266.000000 Penalty: 5314.240723
	Iteration 138Q: 3 clusters Score -8350266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8350268.000000 Penalty: 5314.240723
	Iteration 139Q: 3 clusters Score -8350268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -8350260.500000 Penalty: 5314.240723
	Iteration 140F: 3 clusters Score -8350260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -8350260.500000 Penalty: 5314.240723
	Iteration 141Q: 3 clusters Score -8350260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8350263.000000 Penalty: 5314.240723
	Iteration 142Q: 3 clusters Score -8350263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -8350261.000000 Penalty: 5314.240723
	Iteration 143Q: 3 clusters Score -8350261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8350263.000000 Penalty: 5314.240723
	Iteration 144Q: 3 clusters Score -8350263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8350275.500000 Penalty: 5314.240723
	Iteration 145Q: 3 clusters Score -8350276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8350264.500000 Penalty: 5314.240723
	Iteration 146Q: 3 clusters Score -8350264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8350271.500000 Penalty: 5314.240723
	Iteration 147Q: 3 clusters Score -8350272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 42410 members 
Entering Unmasked Estep 
Score: -8350271.000000 Penalty: 5314.240723
	Iteration 148Q: 3 clusters Score -8350271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8350264.500000 Penalty: 5314.240723
	Iteration 149Q: 3 clusters Score -8350264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -8350254.500000 Penalty: 5314.240723
	Iteration 150Q: 3 clusters Score -8350254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -8350263.500000 Penalty: 5314.240723
	Iteration 151Q: 3 clusters Score -8350264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -8350258.000000 Penalty: 5314.240723
	Iteration 152Q: 3 clusters Score -8350258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -8350263.500000 Penalty: 5314.240723
	Iteration 153Q: 3 clusters Score -8350264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8350266.500000 Penalty: 5314.240723
	Iteration 154Q: 3 clusters Score -8350266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -8350266.000000 Penalty: 5314.240723
	Iteration 155Q: 3 clusters Score -8350266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8350264.000000 Penalty: 5314.240723
	Iteration 156Q: 3 clusters Score -8350264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8350263.000000 Penalty: 5314.240723
	Iteration 157Q: 3 clusters Score -8350263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -8350264.000000 Penalty: 5314.240723
	Iteration 158Q: 3 clusters Score -8350264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8350259.500000 Penalty: 5314.240723
	Iteration 159Q: 3 clusters Score -8350260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8350260.000000 Penalty: 5314.240723
	Iteration 160F: 3 clusters Score -8350260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -8350262.000000 Penalty: 5314.240723
	Iteration 161Q: 3 clusters Score -8350262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8350260.500000 Penalty: 5314.240723
	Iteration 162Q: 3 clusters Score -8350260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -8350259.500000 Penalty: 5314.240723
	Iteration 163Q: 3 clusters Score -8350260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8350264.500000 Penalty: 5314.240723
	Iteration 164Q: 3 clusters Score -8350264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8350261.500000 Penalty: 5314.240723
	Iteration 165Q: 3 clusters Score -8350262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8350261.500000 Penalty: 5314.240723
	Iteration 166F: 3 clusters Score -8350262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Entering Unmasked Estep 
Score: -7981550.500000 Penalty: 2643.187012
	Iteration 0F: 2 clusters Score -7981550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -7953264.500000 Penalty: 5286.374023
	Iteration 0F: 3 clusters Score -7953264 nChanged 19712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -7964088.000000 Penalty: 5286.374023
	Iteration 1F: 3 clusters Score -7964088 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7964596.500000 Penalty: 5286.374023
	Iteration 2Q: 3 clusters Score -7964596 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7965082.500000 Penalty: 5286.374023
	Iteration 3Q: 3 clusters Score -7965082 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -7965616.500000 Penalty: 5286.374023
	Iteration 4Q: 3 clusters Score -7965616 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -7966120.000000 Penalty: 5286.374023
	Iteration 5Q: 3 clusters Score -7966120 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -7966774.000000 Penalty: 5286.374023
	Iteration 6Q: 3 clusters Score -7966774 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -7967534.500000 Penalty: 5286.374023
	Iteration 7Q: 3 clusters Score -7967534 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -7968545.500000 Penalty: 5286.374023
	Iteration 8Q: 3 clusters Score -7968546 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -7969598.000000 Penalty: 5286.374023
	Iteration 9Q: 3 clusters Score -7969598 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -7970643.000000 Penalty: 5286.374023
	Iteration 10Q: 3 clusters Score -7970643 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -7971785.000000 Penalty: 5286.374023
	Iteration 11Q: 3 clusters Score -7971785 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -7972675.000000 Penalty: 5286.374023
	Iteration 12Q: 3 clusters Score -7972675 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -7973337.500000 Penalty: 5286.374023
	Iteration 13Q: 3 clusters Score -7973338 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -7973888.000000 Penalty: 5286.374023
	Iteration 14Q: 3 clusters Score -7973888 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -7974357.500000 Penalty: 5286.374023
	Iteration 15Q: 3 clusters Score -7974358 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -7974769.500000 Penalty: 5286.374023
	Iteration 16Q: 3 clusters Score -7974770 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7975121.000000 Penalty: 5286.374023
	Iteration 17Q: 3 clusters Score -7975121 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -7975512.500000 Penalty: 5286.374023
	Iteration 18Q: 3 clusters Score -7975512 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -7975855.500000 Penalty: 5286.374023
	Iteration 19Q: 3 clusters Score -7975856 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -7976186.500000 Penalty: 5286.374023
	Iteration 20F: 3 clusters Score -7976186 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -7976498.000000 Penalty: 5286.374023
	Iteration 21Q: 3 clusters Score -7976498 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7976789.500000 Penalty: 5286.374023
	Iteration 22Q: 3 clusters Score -7976790 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -7977128.000000 Penalty: 5286.374023
	Iteration 23Q: 3 clusters Score -7977128 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7977390.000000 Penalty: 5286.374023
	Iteration 24Q: 3 clusters Score -7977390 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7977655.000000 Penalty: 5286.374023
	Iteration 25Q: 3 clusters Score -7977655 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7977920.000000 Penalty: 5286.374023
	Iteration 26Q: 3 clusters Score -7977920 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7978175.000000 Penalty: 5286.374023
	Iteration 27Q: 3 clusters Score -7978175 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7978401.000000 Penalty: 5286.374023
	Iteration 28Q: 3 clusters Score -7978401 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7978596.000000 Penalty: 5286.374023
	Iteration 29Q: 3 clusters Score -7978596 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7978777.500000 Penalty: 5286.374023
	Iteration 30Q: 3 clusters Score -7978778 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7978877.500000 Penalty: 5286.374023
	Iteration 31Q: 3 clusters Score -7978878 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7978961.000000 Penalty: 5286.374023
	Iteration 32Q: 3 clusters Score -7978961 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7979014.000000 Penalty: 5286.374023
	Iteration 33Q: 3 clusters Score -7979014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7979091.000000 Penalty: 5286.374023
	Iteration 34Q: 3 clusters Score -7979091 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7979135.000000 Penalty: 5286.374023
	Iteration 35Q: 3 clusters Score -7979135 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7979176.000000 Penalty: 5286.374023
	Iteration 36Q: 3 clusters Score -7979176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7979191.000000 Penalty: 5286.374023
	Iteration 37Q: 3 clusters Score -7979191 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7979223.000000 Penalty: 5286.374023
	Iteration 38Q: 3 clusters Score -7979223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7979244.500000 Penalty: 5286.374023
	Iteration 39Q: 3 clusters Score -7979244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7979263.000000 Penalty: 5286.374023
	Iteration 40F: 3 clusters Score -7979263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7979273.000000 Penalty: 5286.374023
	Iteration 41Q: 3 clusters Score -7979273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7979280.000000 Penalty: 5286.374023
	Iteration 42Q: 3 clusters Score -7979280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7979284.000000 Penalty: 5286.374023
	Iteration 43Q: 3 clusters Score -7979284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7979282.500000 Penalty: 5286.374023
	Iteration 44Q: 3 clusters Score -7979282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7979293.500000 Penalty: 5286.374023
	Iteration 45Q: 3 clusters Score -7979294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7979301.500000 Penalty: 5286.374023
	Iteration 46Q: 3 clusters Score -7979302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7979315.000000 Penalty: 5286.374023
	Iteration 47Q: 3 clusters Score -7979315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7979318.000000 Penalty: 5286.374023
	Iteration 48Q: 3 clusters Score -7979318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7979320.000000 Penalty: 5286.374023
	Iteration 49Q: 3 clusters Score -7979320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7979323.500000 Penalty: 5286.374023
	Iteration 50Q: 3 clusters Score -7979324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7979324.500000 Penalty: 5286.374023
	Iteration 51Q: 3 clusters Score -7979324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7979328.000000 Penalty: 5286.374023
	Iteration 52Q: 3 clusters Score -7979328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7979327.000000 Penalty: 5286.374023
	Iteration 53Q: 3 clusters Score -7979327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7979328.000000 Penalty: 5286.374023
	Iteration 54Q: 3 clusters Score -7979328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7979329.500000 Penalty: 5286.374023
	Iteration 55Q: 3 clusters Score -7979330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7979324.000000 Penalty: 5286.374023
	Iteration 56Q: 3 clusters Score -7979324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7979324.000000 Penalty: 5286.374023
	Iteration 57F: 3 clusters Score -7979324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -197435.937500 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -197435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -195345.484375 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -195345.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195976.640625 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -195976.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -196305.140625 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -196305.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -196529.984375 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -196530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -196728.515625 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -196728.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -196851.281250 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -196851.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -196957.015625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -196957 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -197039.078125 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -197039.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -197100.046875 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -197100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -197153.593750 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -197153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -197177.171875 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -197177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -197189.359375 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -197189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -197196.593750 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -197196.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -197211.343750 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -197211.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -197218.890625 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -197218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -197222.109375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -197222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -197223.125000 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -197223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197223.656250 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -197223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -197224.234375 Penalty: 3543.234375
	Iteration 18Q: 3 clusters Score -197224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -197224.234375 Penalty: 3543.234375
	Iteration 19F: 3 clusters Score -197224.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -99622.359375 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -99622.36 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 270 members 
Entering Unmasked Estep 
Score: -98004.335938 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -98004.34 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -98257.476562 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -98257.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98369.140625 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -98369.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -98448.109375 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -98448.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -98483.796875 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -98483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -98502.523438 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -98502.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -98511.859375 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -98511.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98517.601562 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -98517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98521.687500 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -98521.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98521.687500 Penalty: 3145.692383
	Iteration 9F: 3 clusters Score -98521.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -136478.609375 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -136478.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -134727.140625 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -134727.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -135128.375000 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -135128.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -135295.859375 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -135295.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -135451.875000 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -135451.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -135589.156250 Penalty: 3309.955811
	Iteration 4F: 3 clusters Score -135589.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -135718.000000 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -135718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135779.265625 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -135779.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -135814.187500 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -135814.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -135832.546875 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -135832.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -135835.109375 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -135835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -135838.453125 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -135838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -135840.437500 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -135840.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -135843.203125 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -135843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -135846.750000 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -135846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -135873.703125 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -135873.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -135882.312500 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -135882.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -135897.000000 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -135897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -135917.437500 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -135917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -135931.812500 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -135931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -135934.109375 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -135934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -135937.625000 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -135937.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -135948.312500 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -135948.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -135950.140625 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -135950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -135950.140625 Penalty: 3309.955811
	Iteration 23F: 3 clusters Score -135950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (50710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Entering Unmasked Estep 
Score: -9473969.000000 Penalty: 2686.801758
	Iteration 0F: 2 clusters Score -9473969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -9441313.000000 Penalty: 5373.603516
	Iteration 0F: 3 clusters Score -9441313 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -9454455.000000 Penalty: 5373.603516
	Iteration 1F: 3 clusters Score -9454455 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -9455104.000000 Penalty: 5373.603516
	Iteration 2Q: 3 clusters Score -9455104 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -9455618.000000 Penalty: 5373.603516
	Iteration 3Q: 3 clusters Score -9455618 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -9456272.000000 Penalty: 5373.603516
	Iteration 4Q: 3 clusters Score -9456272 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -9457154.000000 Penalty: 5373.603516
	Iteration 5Q: 3 clusters Score -9457154 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -9458220.000000 Penalty: 5373.603516
	Iteration 6Q: 3 clusters Score -9458220 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -9459755.000000 Penalty: 5373.603516
	Iteration 7Q: 3 clusters Score -9459755 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -9461846.000000 Penalty: 5373.603516
	Iteration 8F: 3 clusters Score -9461846 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -9464191.000000 Penalty: 5373.603516
	Iteration 9F: 3 clusters Score -9464191 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -9466038.000000 Penalty: 5373.603516
	Iteration 10F: 3 clusters Score -9466038 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -9467330.000000 Penalty: 5373.603516
	Iteration 11Q: 3 clusters Score -9467330 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -9468322.000000 Penalty: 5373.603516
	Iteration 12Q: 3 clusters Score -9468322 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -9469271.000000 Penalty: 5373.603516
	Iteration 13Q: 3 clusters Score -9469271 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -9470178.000000 Penalty: 5373.603516
	Iteration 14Q: 3 clusters Score -9470178 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -9471103.000000 Penalty: 5373.603516
	Iteration 15Q: 3 clusters Score -9471103 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -9471940.000000 Penalty: 5373.603516
	Iteration 16Q: 3 clusters Score -9471940 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -9472411.000000 Penalty: 5373.603516
	Iteration 17Q: 3 clusters Score -9472411 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -9472722.000000 Penalty: 5373.603516
	Iteration 18Q: 3 clusters Score -9472722 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -9472922.000000 Penalty: 5373.603516
	Iteration 19Q: 3 clusters Score -9472922 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -9473012.000000 Penalty: 5373.603516
	Iteration 20F: 3 clusters Score -9473012 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -9473107.000000 Penalty: 5373.603516
	Iteration 21Q: 3 clusters Score -9473107 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35669 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -9473106.000000 Penalty: 5373.603516
	Iteration 22Q: 3 clusters Score -9473106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -9473149.000000 Penalty: 5373.603516
	Iteration 23Q: 3 clusters Score -9473149 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -9473159.000000 Penalty: 5373.603516
	Iteration 24Q: 3 clusters Score -9473159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -9473173.000000 Penalty: 5373.603516
	Iteration 25Q: 3 clusters Score -9473173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9473171.000000 Penalty: 5373.603516
	Iteration 26Q: 3 clusters Score -9473171 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -9473158.000000 Penalty: 5373.603516
	Iteration 27Q: 3 clusters Score -9473158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -9473150.000000 Penalty: 5373.603516
	Iteration 28Q: 3 clusters Score -9473150 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -9473156.000000 Penalty: 5373.603516
	Iteration 29Q: 3 clusters Score -9473156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -9473149.000000 Penalty: 5373.603516
	Iteration 30Q: 3 clusters Score -9473149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -9473155.000000 Penalty: 5373.603516
	Iteration 31Q: 3 clusters Score -9473155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -9473165.000000 Penalty: 5373.603516
	Iteration 32Q: 3 clusters Score -9473165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -9473174.000000 Penalty: 5373.603516
	Iteration 33Q: 3 clusters Score -9473174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -9473179.000000 Penalty: 5373.603516
	Iteration 34Q: 3 clusters Score -9473179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -9473163.000000 Penalty: 5373.603516
	Iteration 35Q: 3 clusters Score -9473163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -9473152.000000 Penalty: 5373.603516
	Iteration 36Q: 3 clusters Score -9473152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -9473158.000000 Penalty: 5373.603516
	Iteration 37Q: 3 clusters Score -9473158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -9473168.000000 Penalty: 5373.603516
	Iteration 38Q: 3 clusters Score -9473168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -9473165.000000 Penalty: 5373.603516
	Iteration 39Q: 3 clusters Score -9473165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -9473166.000000 Penalty: 5373.603516
	Iteration 40F: 3 clusters Score -9473166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9473152.000000 Penalty: 5373.603516
	Iteration 41Q: 3 clusters Score -9473152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -9473168.000000 Penalty: 5373.603516
	Iteration 42Q: 3 clusters Score -9473168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -9473164.000000 Penalty: 5373.603516
	Iteration 43Q: 3 clusters Score -9473164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -9473170.000000 Penalty: 5373.603516
	Iteration 44Q: 3 clusters Score -9473170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -9473167.000000 Penalty: 5373.603516
	Iteration 45Q: 3 clusters Score -9473167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -9473173.000000 Penalty: 5373.603516
	Iteration 46Q: 3 clusters Score -9473173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -9473172.000000 Penalty: 5373.603516
	Iteration 47Q: 3 clusters Score -9473172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -9473178.000000 Penalty: 5373.603516
	Iteration 48Q: 3 clusters Score -9473178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -9473173.000000 Penalty: 5373.603516
	Iteration 49Q: 3 clusters Score -9473173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -9473174.000000 Penalty: 5373.603516
	Iteration 50Q: 3 clusters Score -9473174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -9473168.000000 Penalty: 5373.603516
	Iteration 51Q: 3 clusters Score -9473168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -9473175.000000 Penalty: 5373.603516
	Iteration 52Q: 3 clusters Score -9473175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -9473161.000000 Penalty: 5373.603516
	Iteration 53Q: 3 clusters Score -9473161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -9473171.000000 Penalty: 5373.603516
	Iteration 54Q: 3 clusters Score -9473171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -9473165.000000 Penalty: 5373.603516
	Iteration 55Q: 3 clusters Score -9473165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -9473172.000000 Penalty: 5373.603516
	Iteration 56Q: 3 clusters Score -9473172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -9473171.000000 Penalty: 5373.603516
	Iteration 57Q: 3 clusters Score -9473171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -9473168.000000 Penalty: 5373.603516
	Iteration 58Q: 3 clusters Score -9473168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -9473177.000000 Penalty: 5373.603516
	Iteration 59Q: 3 clusters Score -9473177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -9473175.000000 Penalty: 5373.603516
	Iteration 60F: 3 clusters Score -9473175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -9473176.000000 Penalty: 5373.603516
	Iteration 61Q: 3 clusters Score -9473176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -9473175.000000 Penalty: 5373.603516
	Iteration 62Q: 3 clusters Score -9473175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -9473183.000000 Penalty: 5373.603516
	Iteration 63Q: 3 clusters Score -9473183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -9473185.000000 Penalty: 5373.603516
	Iteration 64Q: 3 clusters Score -9473185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -9473182.000000 Penalty: 5373.603516
	Iteration 65Q: 3 clusters Score -9473182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -9473181.000000 Penalty: 5373.603516
	Iteration 66Q: 3 clusters Score -9473181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -9473188.000000 Penalty: 5373.603516
	Iteration 67Q: 3 clusters Score -9473188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -9473183.000000 Penalty: 5373.603516
	Iteration 68Q: 3 clusters Score -9473183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -9473187.000000 Penalty: 5373.603516
	Iteration 69Q: 3 clusters Score -9473187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -9473192.000000 Penalty: 5373.603516
	Iteration 70Q: 3 clusters Score -9473192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -9473187.000000 Penalty: 5373.603516
	Iteration 71Q: 3 clusters Score -9473187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -9473189.000000 Penalty: 5373.603516
	Iteration 72Q: 3 clusters Score -9473189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -9473189.000000 Penalty: 5373.603516
	Iteration 73F: 3 clusters Score -9473189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54039 members 
Entering Unmasked Estep 
Score: -10150718.000000 Penalty: 2702.570312
	Iteration 0F: 2 clusters Score -1.015072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -10118790.000000 Penalty: 5405.140625
	Iteration 0F: 3 clusters Score -1.011879e+07 nChanged 24931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -10132810.000000 Penalty: 5405.140625
	Iteration 1F: 3 clusters Score -1.013281e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -10133781.000000 Penalty: 5405.140625
	Iteration 2Q: 3 clusters Score -1.013378e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -10134946.000000 Penalty: 5405.140625
	Iteration 3Q: 3 clusters Score -1.013495e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -10137063.000000 Penalty: 5405.140625
	Iteration 4F: 3 clusters Score -1.013706e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -10140456.000000 Penalty: 5405.140625
	Iteration 5F: 3 clusters Score -1.014046e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -10144748.000000 Penalty: 5405.140625
	Iteration 6F: 3 clusters Score -1.014475e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -10147426.000000 Penalty: 5405.140625
	Iteration 7F: 3 clusters Score -1.014743e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -10148679.000000 Penalty: 5405.140625
	Iteration 8Q: 3 clusters Score -1.014868e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -10149227.000000 Penalty: 5405.140625
	Iteration 9Q: 3 clusters Score -1.014923e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -10149694.000000 Penalty: 5405.140625
	Iteration 10Q: 3 clusters Score -1.014969e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -10150009.000000 Penalty: 5405.140625
	Iteration 11Q: 3 clusters Score -1.015001e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -10150146.000000 Penalty: 5405.140625
	Iteration 12Q: 3 clusters Score -1.015015e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -10150194.000000 Penalty: 5405.140625
	Iteration 13Q: 3 clusters Score -1.015019e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -10150257.000000 Penalty: 5405.140625
	Iteration 14Q: 3 clusters Score -1.015026e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -10150297.000000 Penalty: 5405.140625
	Iteration 15Q: 3 clusters Score -1.01503e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -10150309.000000 Penalty: 5405.140625
	Iteration 16Q: 3 clusters Score -1.015031e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -10150300.000000 Penalty: 5405.140625
	Iteration 17Q: 3 clusters Score -1.01503e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -10150313.000000 Penalty: 5405.140625
	Iteration 18Q: 3 clusters Score -1.015031e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -10150334.000000 Penalty: 5405.140625
	Iteration 19Q: 3 clusters Score -1.015033e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -10150318.000000 Penalty: 5405.140625
	Iteration 20F: 3 clusters Score -1.015032e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -10150345.000000 Penalty: 5405.140625
	Iteration 21Q: 3 clusters Score -1.015034e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -10150356.000000 Penalty: 5405.140625
	Iteration 22Q: 3 clusters Score -1.015036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -10150372.000000 Penalty: 5405.140625
	Iteration 23Q: 3 clusters Score -1.015037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -10150361.000000 Penalty: 5405.140625
	Iteration 24Q: 3 clusters Score -1.015036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -10150350.000000 Penalty: 5405.140625
	Iteration 25Q: 3 clusters Score -1.015035e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -10150346.000000 Penalty: 5405.140625
	Iteration 26Q: 3 clusters Score -1.015035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -10150347.000000 Penalty: 5405.140625
	Iteration 27Q: 3 clusters Score -1.015035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -10150346.000000 Penalty: 5405.140625
	Iteration 28Q: 3 clusters Score -1.015035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -10150348.000000 Penalty: 5405.140625
	Iteration 29Q: 3 clusters Score -1.015035e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -10150358.000000 Penalty: 5405.140625
	Iteration 30Q: 3 clusters Score -1.015036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -10150361.000000 Penalty: 5405.140625
	Iteration 31Q: 3 clusters Score -1.015036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -10150365.000000 Penalty: 5405.140625
	Iteration 32Q: 3 clusters Score -1.015036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -10150360.000000 Penalty: 5405.140625
	Iteration 33Q: 3 clusters Score -1.015036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -10150356.000000 Penalty: 5405.140625
	Iteration 34Q: 3 clusters Score -1.015036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -10150352.000000 Penalty: 5405.140625
	Iteration 35Q: 3 clusters Score -1.015035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -10150348.000000 Penalty: 5405.140625
	Iteration 36Q: 3 clusters Score -1.015035e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -10150361.000000 Penalty: 5405.140625
	Iteration 37Q: 3 clusters Score -1.015036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -10150351.000000 Penalty: 5405.140625
	Iteration 38Q: 3 clusters Score -1.015035e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -10150349.000000 Penalty: 5405.140625
	Iteration 39Q: 3 clusters Score -1.015035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -10150357.000000 Penalty: 5405.140625
	Iteration 40F: 3 clusters Score -1.015036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -10150365.000000 Penalty: 5405.140625
	Iteration 41Q: 3 clusters Score -1.015036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -10150365.000000 Penalty: 5405.140625
	Iteration 42Q: 3 clusters Score -1.015036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -10150365.000000 Penalty: 5405.140625
	Iteration 43F: 3 clusters Score -1.015036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -536259.312500 Penalty: 1986.816162
	Iteration 0F: 2 clusters Score -536259.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -533033.125000 Penalty: 3973.632324
	Iteration 0F: 3 clusters Score -533033.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -533858.750000 Penalty: 3973.632324
	Iteration 1F: 3 clusters Score -533858.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -534203.750000 Penalty: 3973.632324
	Iteration 2F: 3 clusters Score -534203.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -534444.875000 Penalty: 3973.632324
	Iteration 3F: 3 clusters Score -534444.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -534741.312500 Penalty: 3973.632324
	Iteration 4F: 3 clusters Score -534741.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -534976.562500 Penalty: 3973.632324
	Iteration 5F: 3 clusters Score -534976.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -535140.875000 Penalty: 3973.632324
	Iteration 6Q: 3 clusters Score -535140.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -535279.562500 Penalty: 3973.632324
	Iteration 7Q: 3 clusters Score -535279.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -535361.687500 Penalty: 3973.632324
	Iteration 8Q: 3 clusters Score -535361.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -535407.687500 Penalty: 3973.632324
	Iteration 9Q: 3 clusters Score -535407.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -535444.187500 Penalty: 3973.632324
	Iteration 10Q: 3 clusters Score -535444.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -535462.125000 Penalty: 3973.632324
	Iteration 11Q: 3 clusters Score -535462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -535473.875000 Penalty: 3973.632324
	Iteration 12Q: 3 clusters Score -535473.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -535481.125000 Penalty: 3973.632324
	Iteration 13Q: 3 clusters Score -535481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -535487.500000 Penalty: 3973.632324
	Iteration 14Q: 3 clusters Score -535487.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -535489.250000 Penalty: 3973.632324
	Iteration 15Q: 3 clusters Score -535489.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -535493.125000 Penalty: 3973.632324
	Iteration 16Q: 3 clusters Score -535493.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -535496.250000 Penalty: 3973.632324
	Iteration 17Q: 3 clusters Score -535496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -535496.062500 Penalty: 3973.632324
	Iteration 18Q: 3 clusters Score -535496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -535498.062500 Penalty: 3973.632324
	Iteration 19Q: 3 clusters Score -535498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -535498.062500 Penalty: 3973.632324
	Iteration 20F: 3 clusters Score -535498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -535498.562500 Penalty: 3973.632324
	Iteration 21Q: 3 clusters Score -535498.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -535498.562500 Penalty: 3973.632324
	Iteration 22F: 3 clusters Score -535498.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -113579.078125 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -113579.1 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 413 members 
Entering Unmasked Estep 
Score: -111930.992188 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -111931 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -112744.421875 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -112744.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -113195.335938 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -113195.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -113494.820312 Penalty: 3353.740234
	Iteration 3F: 3 clusters Score -113494.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113618.367188 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -113618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113660.484375 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -113660.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -113668.382812 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -113668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -113678.484375 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -113678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113685.890625 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -113685.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113701.492188 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -113701.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -113705.125000 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -113705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -113706.812500 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -113706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -113709.054688 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -113709.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113719.757812 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -113719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113720.953125 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -113721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113723.257812 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -113723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -113723.257812 Penalty: 3353.740234
	Iteration 16F: 3 clusters Score -113723.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 47338 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48411 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 16 contains 54039 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 415 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 54289 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29508 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 42596 members 
Mstep: Class 30 contains 449 members 
Entering Unmasked Estep 
Score: -137147200.000000 Penalty: 100613.093750
Splitting cluster 18 changes total score from -137148464.000000 to -137147200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (26163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Entering Unmasked Estep 
Score: -4902508.000000 Penalty: 2522.681152
	Iteration 0F: 2 clusters Score -4902508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4884472.500000 Penalty: 5045.362305
	Iteration 0F: 3 clusters Score -4884472 nChanged 11717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -4890698.500000 Penalty: 5045.362305
	Iteration 1F: 3 clusters Score -4890698 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4891030.500000 Penalty: 5045.362305
	Iteration 2Q: 3 clusters Score -4891030 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4891297.500000 Penalty: 5045.362305
	Iteration 3Q: 3 clusters Score -4891298 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4891568.500000 Penalty: 5045.362305
	Iteration 4Q: 3 clusters Score -4891568 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -4891795.000000 Penalty: 5045.362305
	Iteration 5Q: 3 clusters Score -4891795 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4892047.500000 Penalty: 5045.362305
	Iteration 6Q: 3 clusters Score -4892048 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4892292.000000 Penalty: 5045.362305
	Iteration 7Q: 3 clusters Score -4892292 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -4892631.000000 Penalty: 5045.362305
	Iteration 8Q: 3 clusters Score -4892631 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -4893136.500000 Penalty: 5045.362305
	Iteration 9Q: 3 clusters Score -4893136 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4893836.500000 Penalty: 5045.362305
	Iteration 10Q: 3 clusters Score -4893836 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4894751.500000 Penalty: 5045.362305
	Iteration 11F: 3 clusters Score -4894752 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4895888.500000 Penalty: 5045.362305
	Iteration 12F: 3 clusters Score -4895888 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4897086.500000 Penalty: 5045.362305
	Iteration 13F: 3 clusters Score -4897086 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -4898113.000000 Penalty: 5045.362305
	Iteration 14Q: 3 clusters Score -4898113 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -4898886.000000 Penalty: 5045.362305
	Iteration 15Q: 3 clusters Score -4898886 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -4899356.500000 Penalty: 5045.362305
	Iteration 16Q: 3 clusters Score -4899356 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4899613.000000 Penalty: 5045.362305
	Iteration 17Q: 3 clusters Score -4899613 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -4899772.500000 Penalty: 5045.362305
	Iteration 18Q: 3 clusters Score -4899772 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -4899859.500000 Penalty: 5045.362305
	Iteration 19Q: 3 clusters Score -4899860 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -4899923.500000 Penalty: 5045.362305
	Iteration 20F: 3 clusters Score -4899924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -4899975.500000 Penalty: 5045.362305
	Iteration 21Q: 3 clusters Score -4899976 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4900017.500000 Penalty: 5045.362305
	Iteration 22Q: 3 clusters Score -4900018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -4900049.500000 Penalty: 5045.362305
	Iteration 23Q: 3 clusters Score -4900050 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -4900081.000000 Penalty: 5045.362305
	Iteration 24Q: 3 clusters Score -4900081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4900100.500000 Penalty: 5045.362305
	Iteration 25Q: 3 clusters Score -4900100 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -4900131.000000 Penalty: 5045.362305
	Iteration 26Q: 3 clusters Score -4900131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4900149.500000 Penalty: 5045.362305
	Iteration 27Q: 3 clusters Score -4900150 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -4900161.500000 Penalty: 5045.362305
	Iteration 28Q: 3 clusters Score -4900162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4900175.500000 Penalty: 5045.362305
	Iteration 29Q: 3 clusters Score -4900176 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4900202.000000 Penalty: 5045.362305
	Iteration 30Q: 3 clusters Score -4900202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4900212.500000 Penalty: 5045.362305
	Iteration 31Q: 3 clusters Score -4900212 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -4900214.000000 Penalty: 5045.362305
	Iteration 32Q: 3 clusters Score -4900214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -4900223.500000 Penalty: 5045.362305
	Iteration 33Q: 3 clusters Score -4900224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -4900232.000000 Penalty: 5045.362305
	Iteration 34Q: 3 clusters Score -4900232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -4900240.500000 Penalty: 5045.362305
	Iteration 35Q: 3 clusters Score -4900240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4900251.500000 Penalty: 5045.362305
	Iteration 36Q: 3 clusters Score -4900252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -4900246.500000 Penalty: 5045.362305
	Iteration 37Q: 3 clusters Score -4900246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4900263.000000 Penalty: 5045.362305
	Iteration 38Q: 3 clusters Score -4900263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4900275.500000 Penalty: 5045.362305
	Iteration 39Q: 3 clusters Score -4900276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4900272.500000 Penalty: 5045.362305
	Iteration 40F: 3 clusters Score -4900272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4900277.000000 Penalty: 5045.362305
	Iteration 41Q: 3 clusters Score -4900277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -4900274.500000 Penalty: 5045.362305
	Iteration 42Q: 3 clusters Score -4900274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4900284.500000 Penalty: 5045.362305
	Iteration 43Q: 3 clusters Score -4900284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -4900290.500000 Penalty: 5045.362305
	Iteration 44Q: 3 clusters Score -4900290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -4900288.000000 Penalty: 5045.362305
	Iteration 45Q: 3 clusters Score -4900288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -4900287.000000 Penalty: 5045.362305
	Iteration 46Q: 3 clusters Score -4900287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4900284.500000 Penalty: 5045.362305
	Iteration 47Q: 3 clusters Score -4900284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -4900291.000000 Penalty: 5045.362305
	Iteration 48Q: 3 clusters Score -4900291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 25185 members 
Entering Unmasked Estep 
Score: -4900296.500000 Penalty: 5045.362305
	Iteration 49Q: 3 clusters Score -4900296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4900303.500000 Penalty: 5045.362305
	Iteration 50Q: 3 clusters Score -4900304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -4900308.000000 Penalty: 5045.362305
	Iteration 51Q: 3 clusters Score -4900308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4900316.500000 Penalty: 5045.362305
	Iteration 52Q: 3 clusters Score -4900316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4900320.500000 Penalty: 5045.362305
	Iteration 53Q: 3 clusters Score -4900320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -4900315.500000 Penalty: 5045.362305
	Iteration 54Q: 3 clusters Score -4900316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -4900316.500000 Penalty: 5045.362305
	Iteration 55Q: 3 clusters Score -4900316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4900318.000000 Penalty: 5045.362305
	Iteration 56Q: 3 clusters Score -4900318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4900324.000000 Penalty: 5045.362305
	Iteration 57Q: 3 clusters Score -4900324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -4900324.000000 Penalty: 5045.362305
	Iteration 58F: 3 clusters Score -4900324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54289 members 
Entering Unmasked Estep 
Score: -10198606.000000 Penalty: 2703.715088
	Iteration 0F: 2 clusters Score -1.019861e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -10167356.000000 Penalty: 5407.430176
	Iteration 0F: 3 clusters Score -1.016736e+07 nChanged 25262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -10181662.000000 Penalty: 5407.430176
	Iteration 1F: 3 clusters Score -1.018166e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -10182404.000000 Penalty: 5407.430176
	Iteration 2Q: 3 clusters Score -1.01824e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -10183263.000000 Penalty: 5407.430176
	Iteration 3Q: 3 clusters Score -1.018326e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -10184225.000000 Penalty: 5407.430176
	Iteration 4Q: 3 clusters Score -1.018422e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -10185442.000000 Penalty: 5407.430176
	Iteration 5Q: 3 clusters Score -1.018544e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -10186875.000000 Penalty: 5407.430176
	Iteration 6F: 3 clusters Score -1.018688e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31960 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -10188804.000000 Penalty: 5407.430176
	Iteration 7F: 3 clusters Score -1.01888e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -10190931.000000 Penalty: 5407.430176
	Iteration 8F: 3 clusters Score -1.019093e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -10192685.000000 Penalty: 5407.430176
	Iteration 9F: 3 clusters Score -1.019268e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -10193828.000000 Penalty: 5407.430176
	Iteration 10Q: 3 clusters Score -1.019383e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -10194378.000000 Penalty: 5407.430176
	Iteration 11Q: 3 clusters Score -1.019438e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -10194705.000000 Penalty: 5407.430176
	Iteration 12Q: 3 clusters Score -1.01947e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -10194968.000000 Penalty: 5407.430176
	Iteration 13Q: 3 clusters Score -1.019497e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -10195250.000000 Penalty: 5407.430176
	Iteration 14Q: 3 clusters Score -1.019525e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -10195561.000000 Penalty: 5407.430176
	Iteration 15Q: 3 clusters Score -1.019556e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -10195958.000000 Penalty: 5407.430176
	Iteration 16Q: 3 clusters Score -1.019596e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -10196409.000000 Penalty: 5407.430176
	Iteration 17Q: 3 clusters Score -1.019641e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -10196952.000000 Penalty: 5407.430176
	Iteration 18Q: 3 clusters Score -1.019695e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -10197450.000000 Penalty: 5407.430176
	Iteration 19Q: 3 clusters Score -1.019745e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -10197910.000000 Penalty: 5407.430176
	Iteration 20F: 3 clusters Score -1.019791e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -10198291.000000 Penalty: 5407.430176
	Iteration 21Q: 3 clusters Score -1.019829e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -10198703.000000 Penalty: 5407.430176
	Iteration 22Q: 3 clusters Score -1.01987e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -10198969.000000 Penalty: 5407.430176
	Iteration 23Q: 3 clusters Score -1.019897e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -10199212.000000 Penalty: 5407.430176
	Iteration 24Q: 3 clusters Score -1.019921e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -10199435.000000 Penalty: 5407.430176
	Iteration 25Q: 3 clusters Score -1.019944e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -10199616.000000 Penalty: 5407.430176
	Iteration 26Q: 3 clusters Score -1.019962e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -10199703.000000 Penalty: 5407.430176
	Iteration 27Q: 3 clusters Score -1.01997e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -10199810.000000 Penalty: 5407.430176
	Iteration 28Q: 3 clusters Score -1.019981e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -10199854.000000 Penalty: 5407.430176
	Iteration 29Q: 3 clusters Score -1.019985e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -10199869.000000 Penalty: 5407.430176
	Iteration 30Q: 3 clusters Score -1.019987e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -10199925.000000 Penalty: 5407.430176
	Iteration 31Q: 3 clusters Score -1.019992e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -10199940.000000 Penalty: 5407.430176
	Iteration 32Q: 3 clusters Score -1.019994e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -10199984.000000 Penalty: 5407.430176
	Iteration 33Q: 3 clusters Score -1.019998e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -10200017.000000 Penalty: 5407.430176
	Iteration 34Q: 3 clusters Score -1.020002e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -10200032.000000 Penalty: 5407.430176
	Iteration 35Q: 3 clusters Score -1.020003e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -10200048.000000 Penalty: 5407.430176
	Iteration 36Q: 3 clusters Score -1.020005e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -10200047.000000 Penalty: 5407.430176
	Iteration 37Q: 3 clusters Score -1.020005e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -10200035.000000 Penalty: 5407.430176
	Iteration 38Q: 3 clusters Score -1.020004e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -10200033.000000 Penalty: 5407.430176
	Iteration 39Q: 3 clusters Score -1.020003e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -10200025.000000 Penalty: 5407.430176
	Iteration 40F: 3 clusters Score -1.020002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -10200035.000000 Penalty: 5407.430176
	Iteration 41Q: 3 clusters Score -1.020004e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -10200059.000000 Penalty: 5407.430176
	Iteration 42Q: 3 clusters Score -1.020006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -10200049.000000 Penalty: 5407.430176
	Iteration 43Q: 3 clusters Score -1.020005e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -10200046.000000 Penalty: 5407.430176
	Iteration 44Q: 3 clusters Score -1.020005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -10200037.000000 Penalty: 5407.430176
	Iteration 45Q: 3 clusters Score -1.020004e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -10200048.000000 Penalty: 5407.430176
	Iteration 46Q: 3 clusters Score -1.020005e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -10200037.000000 Penalty: 5407.430176
	Iteration 47Q: 3 clusters Score -1.020004e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -10200055.000000 Penalty: 5407.430176
	Iteration 48Q: 3 clusters Score -1.020006e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -10200057.000000 Penalty: 5407.430176
	Iteration 49Q: 3 clusters Score -1.020006e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -10200045.000000 Penalty: 5407.430176
	Iteration 50Q: 3 clusters Score -1.020004e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -10200050.000000 Penalty: 5407.430176
	Iteration 51Q: 3 clusters Score -1.020005e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -10200063.000000 Penalty: 5407.430176
	Iteration 52Q: 3 clusters Score -1.020006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -10200068.000000 Penalty: 5407.430176
	Iteration 53Q: 3 clusters Score -1.020007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -10200076.000000 Penalty: 5407.430176
	Iteration 54Q: 3 clusters Score -1.020008e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -10200068.000000 Penalty: 5407.430176
	Iteration 55Q: 3 clusters Score -1.020007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -10200076.000000 Penalty: 5407.430176
	Iteration 56Q: 3 clusters Score -1.020008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -10200068.000000 Penalty: 5407.430176
	Iteration 57Q: 3 clusters Score -1.020007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -10200068.000000 Penalty: 5407.430176
	Iteration 58Q: 3 clusters Score -1.020007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -10200069.000000 Penalty: 5407.430176
	Iteration 59Q: 3 clusters Score -1.020007e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -10200064.000000 Penalty: 5407.430176
	Iteration 60F: 3 clusters Score -1.020006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -10200080.000000 Penalty: 5407.430176
	Iteration 61Q: 3 clusters Score -1.020008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -10200078.000000 Penalty: 5407.430176
	Iteration 62Q: 3 clusters Score -1.020008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -10200077.000000 Penalty: 5407.430176
	Iteration 63Q: 3 clusters Score -1.020008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -10200071.000000 Penalty: 5407.430176
	Iteration 64Q: 3 clusters Score -1.020007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -10200067.000000 Penalty: 5407.430176
	Iteration 65Q: 3 clusters Score -1.020007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -10200066.000000 Penalty: 5407.430176
	Iteration 66Q: 3 clusters Score -1.020007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -10200066.000000 Penalty: 5407.430176
	Iteration 67F: 3 clusters Score -1.020007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 47338 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48411 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 16 contains 54039 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 38647 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29508 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 42596 members 
Mstep: Class 30 contains 15642 members 
Entering Unmasked Estep 
Score: -137150304.000000 Penalty: 100613.093750
Splitting cluster 20 changes total score from -137148464.000000 to -137150304.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 21 (10903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Entering Unmasked Estep 
Score: -2017912.000000 Penalty: 2305.604736
	Iteration 0F: 2 clusters Score -2017912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2009648.500000 Penalty: 4611.209473
	Iteration 0F: 3 clusters Score -2009648 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -2012062.500000 Penalty: 4611.209473
	Iteration 1F: 3 clusters Score -2012062 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2012347.000000 Penalty: 4611.209473
	Iteration 2F: 3 clusters Score -2012347 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2012550.125000 Penalty: 4611.209473
	Iteration 3Q: 3 clusters Score -2012550 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -2012691.250000 Penalty: 4611.209473
	Iteration 4Q: 3 clusters Score -2012691 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2012815.125000 Penalty: 4611.209473
	Iteration 5Q: 3 clusters Score -2012815 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2012928.625000 Penalty: 4611.209473
	Iteration 6Q: 3 clusters Score -2012929 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2013017.250000 Penalty: 4611.209473
	Iteration 7Q: 3 clusters Score -2013017 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2013121.375000 Penalty: 4611.209473
	Iteration 8Q: 3 clusters Score -2013121 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2013273.750000 Penalty: 4611.209473
	Iteration 9Q: 3 clusters Score -2013274 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2013445.125000 Penalty: 4611.209473
	Iteration 10Q: 3 clusters Score -2013445 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2013635.250000 Penalty: 4611.209473
	Iteration 11Q: 3 clusters Score -2013635 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2013872.125000 Penalty: 4611.209473
	Iteration 12Q: 3 clusters Score -2013872 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2014114.125000 Penalty: 4611.209473
	Iteration 13Q: 3 clusters Score -2014114 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2014382.875000 Penalty: 4611.209473
	Iteration 14Q: 3 clusters Score -2014383 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2014627.625000 Penalty: 4611.209473
	Iteration 15Q: 3 clusters Score -2014628 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2014839.500000 Penalty: 4611.209473
	Iteration 16Q: 3 clusters Score -2014840 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2015020.125000 Penalty: 4611.209473
	Iteration 17Q: 3 clusters Score -2015020 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2015148.500000 Penalty: 4611.209473
	Iteration 18Q: 3 clusters Score -2015148 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2015273.250000 Penalty: 4611.209473
	Iteration 19Q: 3 clusters Score -2015273 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2015367.000000 Penalty: 4611.209473
	Iteration 20F: 3 clusters Score -2015367 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2015450.000000 Penalty: 4611.209473
	Iteration 21Q: 3 clusters Score -2015450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2015535.000000 Penalty: 4611.209473
	Iteration 22Q: 3 clusters Score -2015535 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2015600.000000 Penalty: 4611.209473
	Iteration 23Q: 3 clusters Score -2015600 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2015650.125000 Penalty: 4611.209473
	Iteration 24Q: 3 clusters Score -2015650 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2015693.875000 Penalty: 4611.209473
	Iteration 25Q: 3 clusters Score -2015694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2015732.375000 Penalty: 4611.209473
	Iteration 26Q: 3 clusters Score -2015732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2015762.250000 Penalty: 4611.209473
	Iteration 27Q: 3 clusters Score -2015762 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2015780.375000 Penalty: 4611.209473
	Iteration 28Q: 3 clusters Score -2015780 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2015794.875000 Penalty: 4611.209473
	Iteration 29Q: 3 clusters Score -2015795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2015798.375000 Penalty: 4611.209473
	Iteration 30Q: 3 clusters Score -2015798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2015811.625000 Penalty: 4611.209473
	Iteration 31Q: 3 clusters Score -2015812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2015827.375000 Penalty: 4611.209473
	Iteration 32Q: 3 clusters Score -2015827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2015838.125000 Penalty: 4611.209473
	Iteration 33Q: 3 clusters Score -2015838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2015844.125000 Penalty: 4611.209473
	Iteration 34Q: 3 clusters Score -2015844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2015857.750000 Penalty: 4611.209473
	Iteration 35Q: 3 clusters Score -2015858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2015868.000000 Penalty: 4611.209473
	Iteration 36Q: 3 clusters Score -2015868 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2015877.125000 Penalty: 4611.209473
	Iteration 37Q: 3 clusters Score -2015877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2015895.250000 Penalty: 4611.209473
	Iteration 38Q: 3 clusters Score -2015895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2015904.250000 Penalty: 4611.209473
	Iteration 39Q: 3 clusters Score -2015904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2015913.500000 Penalty: 4611.209473
	Iteration 40F: 3 clusters Score -2015914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2015916.750000 Penalty: 4611.209473
	Iteration 41Q: 3 clusters Score -2015917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2015915.000000 Penalty: 4611.209473
	Iteration 42Q: 3 clusters Score -2015915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2015919.000000 Penalty: 4611.209473
	Iteration 43Q: 3 clusters Score -2015919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2015921.250000 Penalty: 4611.209473
	Iteration 44Q: 3 clusters Score -2015921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2015923.125000 Penalty: 4611.209473
	Iteration 45Q: 3 clusters Score -2015923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2015922.625000 Penalty: 4611.209473
	Iteration 46Q: 3 clusters Score -2015923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2015925.250000 Penalty: 4611.209473
	Iteration 47Q: 3 clusters Score -2015925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2015925.250000 Penalty: 4611.209473
	Iteration 48F: 3 clusters Score -2015925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Entering Unmasked Estep 
Score: -5361387.000000 Penalty: 2552.519287
	Iteration 0F: 2 clusters Score -5361387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5341112.000000 Penalty: 5105.038574
	Iteration 0F: 3 clusters Score -5341112 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5348490.500000 Penalty: 5105.038574
	Iteration 1F: 3 clusters Score -5348490 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -5348914.500000 Penalty: 5105.038574
	Iteration 2Q: 3 clusters Score -5348914 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -5349317.000000 Penalty: 5105.038574
	Iteration 3Q: 3 clusters Score -5349317 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -5349678.000000 Penalty: 5105.038574
	Iteration 4Q: 3 clusters Score -5349678 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5350008.000000 Penalty: 5105.038574
	Iteration 5Q: 3 clusters Score -5350008 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5350355.500000 Penalty: 5105.038574
	Iteration 6Q: 3 clusters Score -5350356 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -5350755.500000 Penalty: 5105.038574
	Iteration 7Q: 3 clusters Score -5350756 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -5351292.500000 Penalty: 5105.038574
	Iteration 8Q: 3 clusters Score -5351292 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5351977.500000 Penalty: 5105.038574
	Iteration 9Q: 3 clusters Score -5351978 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -5352844.500000 Penalty: 5105.038574
	Iteration 10F: 3 clusters Score -5352844 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -5353907.000000 Penalty: 5105.038574
	Iteration 11F: 3 clusters Score -5353907 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5355248.500000 Penalty: 5105.038574
	Iteration 12F: 3 clusters Score -5355248 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -5356520.000000 Penalty: 5105.038574
	Iteration 13F: 3 clusters Score -5356520 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5357585.000000 Penalty: 5105.038574
	Iteration 14Q: 3 clusters Score -5357585 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -5358272.000000 Penalty: 5105.038574
	Iteration 15Q: 3 clusters Score -5358272 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -5358671.500000 Penalty: 5105.038574
	Iteration 16Q: 3 clusters Score -5358672 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -5358922.000000 Penalty: 5105.038574
	Iteration 17Q: 3 clusters Score -5358922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -5359057.000000 Penalty: 5105.038574
	Iteration 18Q: 3 clusters Score -5359057 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29172 members 
Entering Unmasked Estep 
Score: -5359113.000000 Penalty: 5105.038574
	Iteration 19Q: 3 clusters Score -5359113 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -5359143.000000 Penalty: 5105.038574
	Iteration 20F: 3 clusters Score -5359143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -5359157.000000 Penalty: 5105.038574
	Iteration 21Q: 3 clusters Score -5359157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -5359165.000000 Penalty: 5105.038574
	Iteration 22Q: 3 clusters Score -5359165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -5359168.000000 Penalty: 5105.038574
	Iteration 23Q: 3 clusters Score -5359168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -5359181.000000 Penalty: 5105.038574
	Iteration 24Q: 3 clusters Score -5359181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5359179.500000 Penalty: 5105.038574
	Iteration 25Q: 3 clusters Score -5359180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -5359182.500000 Penalty: 5105.038574
	Iteration 26Q: 3 clusters Score -5359182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 29241 members 
Entering Unmasked Estep 
Score: -5359188.500000 Penalty: 5105.038574
	Iteration 27Q: 3 clusters Score -5359188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5359192.000000 Penalty: 5105.038574
	Iteration 28Q: 3 clusters Score -5359192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -5359192.000000 Penalty: 5105.038574
	Iteration 29F: 3 clusters Score -5359192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -438047.531250 Penalty: 1943.321777
	Iteration 0F: 2 clusters Score -438047.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -435048.687500 Penalty: 3886.643555
	Iteration 0F: 3 clusters Score -435048.7 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -435644.500000 Penalty: 3886.643555
	Iteration 1F: 3 clusters Score -435644.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -435895.875000 Penalty: 3886.643555
	Iteration 2F: 3 clusters Score -435895.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -436137.250000 Penalty: 3886.643555
	Iteration 3F: 3 clusters Score -436137.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -436438.718750 Penalty: 3886.643555
	Iteration 4F: 3 clusters Score -436438.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -436816.343750 Penalty: 3886.643555
	Iteration 5F: 3 clusters Score -436816.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -437086.187500 Penalty: 3886.643555
	Iteration 6F: 3 clusters Score -437086.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -437235.593750 Penalty: 3886.643555
	Iteration 7Q: 3 clusters Score -437235.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -437292.031250 Penalty: 3886.643555
	Iteration 8Q: 3 clusters Score -437292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -437328.812500 Penalty: 3886.643555
	Iteration 9Q: 3 clusters Score -437328.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -437350.937500 Penalty: 3886.643555
	Iteration 10Q: 3 clusters Score -437350.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -437365.812500 Penalty: 3886.643555
	Iteration 11Q: 3 clusters Score -437365.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -437382.312500 Penalty: 3886.643555
	Iteration 12Q: 3 clusters Score -437382.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -437391.156250 Penalty: 3886.643555
	Iteration 13Q: 3 clusters Score -437391.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -437401.093750 Penalty: 3886.643555
	Iteration 14Q: 3 clusters Score -437401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -437412.468750 Penalty: 3886.643555
	Iteration 15Q: 3 clusters Score -437412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -437423.093750 Penalty: 3886.643555
	Iteration 16Q: 3 clusters Score -437423.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -437433.375000 Penalty: 3886.643555
	Iteration 17Q: 3 clusters Score -437433.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -437439.093750 Penalty: 3886.643555
	Iteration 18Q: 3 clusters Score -437439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -437444.375000 Penalty: 3886.643555
	Iteration 19Q: 3 clusters Score -437444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -437447.375000 Penalty: 3886.643555
	Iteration 20F: 3 clusters Score -437447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -437450.343750 Penalty: 3886.643555
	Iteration 21Q: 3 clusters Score -437450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -437455.125000 Penalty: 3886.643555
	Iteration 22Q: 3 clusters Score -437455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -437457.375000 Penalty: 3886.643555
	Iteration 23Q: 3 clusters Score -437457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -437459.562500 Penalty: 3886.643555
	Iteration 24Q: 3 clusters Score -437459.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -437463.937500 Penalty: 3886.643555
	Iteration 25Q: 3 clusters Score -437463.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -437467.312500 Penalty: 3886.643555
	Iteration 26Q: 3 clusters Score -437467.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -437467.656250 Penalty: 3886.643555
	Iteration 27Q: 3 clusters Score -437467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -437469.781250 Penalty: 3886.643555
	Iteration 28Q: 3 clusters Score -437469.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -437471.718750 Penalty: 3886.643555
	Iteration 29Q: 3 clusters Score -437471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -437473.500000 Penalty: 3886.643555
	Iteration 30Q: 3 clusters Score -437473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -437473.500000 Penalty: 3886.643555
	Iteration 31F: 3 clusters Score -437473.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Entering Unmasked Estep 
Score: -1569267.625000 Penalty: 2241.190430
	Iteration 0F: 2 clusters Score -1569268 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 4163 members 
Entering Unmasked Estep 
Score: -1562591.625000 Penalty: 4482.380859
	Iteration 0F: 3 clusters Score -1562592 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1564450.625000 Penalty: 4482.380859
	Iteration 1F: 3 clusters Score -1564451 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1564823.250000 Penalty: 4482.380859
	Iteration 2F: 3 clusters Score -1564823 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1565235.125000 Penalty: 4482.380859
	Iteration 3F: 3 clusters Score -1565235 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1565736.500000 Penalty: 4482.380859
	Iteration 4F: 3 clusters Score -1565736 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1566207.250000 Penalty: 4482.380859
	Iteration 5F: 3 clusters Score -1566207 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1566593.500000 Penalty: 4482.380859
	Iteration 6F: 3 clusters Score -1566594 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1566917.000000 Penalty: 4482.380859
	Iteration 7F: 3 clusters Score -1566917 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1567226.875000 Penalty: 4482.380859
	Iteration 8Q: 3 clusters Score -1567227 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1567480.250000 Penalty: 4482.380859
	Iteration 9Q: 3 clusters Score -1567480 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1567660.625000 Penalty: 4482.380859
	Iteration 10Q: 3 clusters Score -1567661 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1567761.000000 Penalty: 4482.380859
	Iteration 11Q: 3 clusters Score -1567761 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1567812.250000 Penalty: 4482.380859
	Iteration 12Q: 3 clusters Score -1567812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1567836.625000 Penalty: 4482.380859
	Iteration 13Q: 3 clusters Score -1567837 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1567851.375000 Penalty: 4482.380859
	Iteration 14Q: 3 clusters Score -1567851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1567860.250000 Penalty: 4482.380859
	Iteration 15Q: 3 clusters Score -1567860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1567869.000000 Penalty: 4482.380859
	Iteration 16Q: 3 clusters Score -1567869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1567872.000000 Penalty: 4482.380859
	Iteration 17Q: 3 clusters Score -1567872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1567877.375000 Penalty: 4482.380859
	Iteration 18Q: 3 clusters Score -1567877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1567878.375000 Penalty: 4482.380859
	Iteration 19Q: 3 clusters Score -1567878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1567883.875000 Penalty: 4482.380859
	Iteration 20F: 3 clusters Score -1567884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1567887.000000 Penalty: 4482.380859
	Iteration 21Q: 3 clusters Score -1567887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1567890.500000 Penalty: 4482.380859
	Iteration 22Q: 3 clusters Score -1567890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1567891.125000 Penalty: 4482.380859
	Iteration 23Q: 3 clusters Score -1567891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1567891.750000 Penalty: 4482.380859
	Iteration 24Q: 3 clusters Score -1567892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1567895.625000 Penalty: 4482.380859
	Iteration 25Q: 3 clusters Score -1567896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1567896.250000 Penalty: 4482.380859
	Iteration 26Q: 3 clusters Score -1567896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1567896.625000 Penalty: 4482.380859
	Iteration 27Q: 3 clusters Score -1567897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1567896.625000 Penalty: 4482.380859
	Iteration 28F: 3 clusters Score -1567897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -45983.105469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -45983.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -44577.636719 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -44577.64 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44796.722656 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -44796.72 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44882.609375 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -44882.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44899.097656 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -44899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44917.628906 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -44917.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44932.550781 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -44932.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44967.839844 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -44967.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45007.476562 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -45007.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45059.519531 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -45059.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45123.394531 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -45123.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45148.175781 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -45148.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45152.988281 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -45152.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45155.347656 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -45155.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45171.769531 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -45171.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45176.972656 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -45176.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45199.785156 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -45199.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45212.574219 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -45212.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45235.992188 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -45235.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45241.863281 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -45241.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45243.863281 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -45243.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45245.195312 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -45245.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Entering Unmasked Estep 
Score: -8665342.000000 Penalty: 2663.750488
	Iteration 0F: 2 clusters Score -8665342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8636246.000000 Penalty: 5327.500977
	Iteration 0F: 3 clusters Score -8636246 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8648181.000000 Penalty: 5327.500977
	Iteration 1F: 3 clusters Score -8648181 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8648810.000000 Penalty: 5327.500977
	Iteration 2Q: 3 clusters Score -8648810 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -8649606.000000 Penalty: 5327.500977
	Iteration 3Q: 3 clusters Score -8649606 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -8650497.000000 Penalty: 5327.500977
	Iteration 4Q: 3 clusters Score -8650497 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -8651522.000000 Penalty: 5327.500977
	Iteration 5Q: 3 clusters Score -8651522 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8652648.000000 Penalty: 5327.500977
	Iteration 6Q: 3 clusters Score -8652648 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8654065.000000 Penalty: 5327.500977
	Iteration 7F: 3 clusters Score -8654065 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -8655948.000000 Penalty: 5327.500977
	Iteration 8F: 3 clusters Score -8655948 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8658413.000000 Penalty: 5327.500977
	Iteration 9F: 3 clusters Score -8658413 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -8660737.000000 Penalty: 5327.500977
	Iteration 10F: 3 clusters Score -8660737 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -8662171.000000 Penalty: 5327.500977
	Iteration 11F: 3 clusters Score -8662171 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -8662880.000000 Penalty: 5327.500977
	Iteration 12Q: 3 clusters Score -8662880 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -8663340.000000 Penalty: 5327.500977
	Iteration 13Q: 3 clusters Score -8663340 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8663655.000000 Penalty: 5327.500977
	Iteration 14Q: 3 clusters Score -8663655 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -8663915.000000 Penalty: 5327.500977
	Iteration 15Q: 3 clusters Score -8663915 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -8664109.000000 Penalty: 5327.500977
	Iteration 16Q: 3 clusters Score -8664109 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8664229.000000 Penalty: 5327.500977
	Iteration 17Q: 3 clusters Score -8664229 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -8664327.000000 Penalty: 5327.500977
	Iteration 18Q: 3 clusters Score -8664327 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -8664370.000000 Penalty: 5327.500977
	Iteration 19Q: 3 clusters Score -8664370 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30732 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -8664455.000000 Penalty: 5327.500977
	Iteration 20F: 3 clusters Score -8664455 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -8664551.000000 Penalty: 5327.500977
	Iteration 21Q: 3 clusters Score -8664551 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -8664569.000000 Penalty: 5327.500977
	Iteration 22Q: 3 clusters Score -8664569 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -8664580.000000 Penalty: 5327.500977
	Iteration 23Q: 3 clusters Score -8664580 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -8664649.000000 Penalty: 5327.500977
	Iteration 24Q: 3 clusters Score -8664649 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -8664758.000000 Penalty: 5327.500977
	Iteration 25Q: 3 clusters Score -8664758 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -8664819.000000 Penalty: 5327.500977
	Iteration 26Q: 3 clusters Score -8664819 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -8664862.000000 Penalty: 5327.500977
	Iteration 27Q: 3 clusters Score -8664862 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8664880.000000 Penalty: 5327.500977
	Iteration 28Q: 3 clusters Score -8664880 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -8664895.000000 Penalty: 5327.500977
	Iteration 29Q: 3 clusters Score -8664895 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -8664921.000000 Penalty: 5327.500977
	Iteration 30Q: 3 clusters Score -8664921 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -8664914.000000 Penalty: 5327.500977
	Iteration 31Q: 3 clusters Score -8664914 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -8664923.000000 Penalty: 5327.500977
	Iteration 32Q: 3 clusters Score -8664923 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8664941.000000 Penalty: 5327.500977
	Iteration 33Q: 3 clusters Score -8664941 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -8664949.000000 Penalty: 5327.500977
	Iteration 34Q: 3 clusters Score -8664949 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -8664992.000000 Penalty: 5327.500977
	Iteration 35Q: 3 clusters Score -8664992 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8664984.000000 Penalty: 5327.500977
	Iteration 36Q: 3 clusters Score -8664984 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -8665000.000000 Penalty: 5327.500977
	Iteration 37Q: 3 clusters Score -8665000 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -8664985.000000 Penalty: 5327.500977
	Iteration 38Q: 3 clusters Score -8664985 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8664967.000000 Penalty: 5327.500977
	Iteration 39Q: 3 clusters Score -8664967 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -8665003.000000 Penalty: 5327.500977
	Iteration 40F: 3 clusters Score -8665003 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8665003.000000 Penalty: 5327.500977
	Iteration 41Q: 3 clusters Score -8665003 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -8664974.000000 Penalty: 5327.500977
	Iteration 42Q: 3 clusters Score -8664974 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -8664906.000000 Penalty: 5327.500977
	Iteration 43Q: 3 clusters Score -8664906 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -8664845.000000 Penalty: 5327.500977
	Iteration 44Q: 3 clusters Score -8664845 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8664812.000000 Penalty: 5327.500977
	Iteration 45Q: 3 clusters Score -8664812 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8664763.000000 Penalty: 5327.500977
	Iteration 46Q: 3 clusters Score -8664763 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -8664677.000000 Penalty: 5327.500977
	Iteration 47Q: 3 clusters Score -8664677 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8664601.000000 Penalty: 5327.500977
	Iteration 48Q: 3 clusters Score -8664601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8664526.000000 Penalty: 5327.500977
	Iteration 49Q: 3 clusters Score -8664526 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8664512.000000 Penalty: 5327.500977
	Iteration 50Q: 3 clusters Score -8664512 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8664459.000000 Penalty: 5327.500977
	Iteration 51Q: 3 clusters Score -8664459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44178 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8664403.000000 Penalty: 5327.500977
	Iteration 52Q: 3 clusters Score -8664403 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8664347.000000 Penalty: 5327.500977
	Iteration 53Q: 3 clusters Score -8664347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8664334.000000 Penalty: 5327.500977
	Iteration 54Q: 3 clusters Score -8664334 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8664297.000000 Penalty: 5327.500977
	Iteration 55Q: 3 clusters Score -8664297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8664260.000000 Penalty: 5327.500977
	Iteration 56Q: 3 clusters Score -8664260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8664216.000000 Penalty: 5327.500977
	Iteration 57Q: 3 clusters Score -8664216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8664188.000000 Penalty: 5327.500977
	Iteration 58Q: 3 clusters Score -8664188 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8664166.000000 Penalty: 5327.500977
	Iteration 59Q: 3 clusters Score -8664166 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8664138.000000 Penalty: 5327.500977
	Iteration 60F: 3 clusters Score -8664138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8664133.000000 Penalty: 5327.500977
	Iteration 61Q: 3 clusters Score -8664133 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8664101.000000 Penalty: 5327.500977
	Iteration 62Q: 3 clusters Score -8664101 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8664075.000000 Penalty: 5327.500977
	Iteration 63Q: 3 clusters Score -8664075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8664045.000000 Penalty: 5327.500977
	Iteration 64Q: 3 clusters Score -8664045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8664025.000000 Penalty: 5327.500977
	Iteration 65Q: 3 clusters Score -8664025 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8664013.000000 Penalty: 5327.500977
	Iteration 66Q: 3 clusters Score -8664013 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8663987.000000 Penalty: 5327.500977
	Iteration 67Q: 3 clusters Score -8663987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8664004.000000 Penalty: 5327.500977
	Iteration 68Q: 3 clusters Score -8664004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8663995.000000 Penalty: 5327.500977
	Iteration 69Q: 3 clusters Score -8663995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8663983.000000 Penalty: 5327.500977
	Iteration 70Q: 3 clusters Score -8663983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8663979.000000 Penalty: 5327.500977
	Iteration 71Q: 3 clusters Score -8663979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8663974.000000 Penalty: 5327.500977
	Iteration 72Q: 3 clusters Score -8663974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8663954.000000 Penalty: 5327.500977
	Iteration 73Q: 3 clusters Score -8663954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8663949.000000 Penalty: 5327.500977
	Iteration 74Q: 3 clusters Score -8663949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8663954.000000 Penalty: 5327.500977
	Iteration 75Q: 3 clusters Score -8663954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8663950.000000 Penalty: 5327.500977
	Iteration 76Q: 3 clusters Score -8663950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8663941.000000 Penalty: 5327.500977
	Iteration 77Q: 3 clusters Score -8663941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8663945.000000 Penalty: 5327.500977
	Iteration 78Q: 3 clusters Score -8663945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8663942.000000 Penalty: 5327.500977
	Iteration 79Q: 3 clusters Score -8663942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8663958.000000 Penalty: 5327.500977
	Iteration 80F: 3 clusters Score -8663958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8663948.000000 Penalty: 5327.500977
	Iteration 81Q: 3 clusters Score -8663948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8663945.000000 Penalty: 5327.500977
	Iteration 82Q: 3 clusters Score -8663945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8663947.000000 Penalty: 5327.500977
	Iteration 83Q: 3 clusters Score -8663947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8663946.000000 Penalty: 5327.500977
	Iteration 84Q: 3 clusters Score -8663946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8663942.000000 Penalty: 5327.500977
	Iteration 85Q: 3 clusters Score -8663942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8663943.000000 Penalty: 5327.500977
	Iteration 86Q: 3 clusters Score -8663943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8663942.000000 Penalty: 5327.500977
	Iteration 87Q: 3 clusters Score -8663942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8663935.000000 Penalty: 5327.500977
	Iteration 88Q: 3 clusters Score -8663935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8663932.000000 Penalty: 5327.500977
	Iteration 89Q: 3 clusters Score -8663932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8663932.000000 Penalty: 5327.500977
	Iteration 90Q: 3 clusters Score -8663932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8663932.000000 Penalty: 5327.500977
	Iteration 91F: 3 clusters Score -8663932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (44754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Entering Unmasked Estep 
Score: -8333036.000000 Penalty: 2655.816162
	Iteration 0F: 2 clusters Score -8333036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8303368.000000 Penalty: 5311.632324
	Iteration 0F: 3 clusters Score -8303368 nChanged 20664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8314263.500000 Penalty: 5311.632324
	Iteration 1F: 3 clusters Score -8314264 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8314817.500000 Penalty: 5311.632324
	Iteration 2Q: 3 clusters Score -8314818 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -8315358.000000 Penalty: 5311.632324
	Iteration 3Q: 3 clusters Score -8315358 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8315867.000000 Penalty: 5311.632324
	Iteration 4Q: 3 clusters Score -8315867 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8316350.000000 Penalty: 5311.632324
	Iteration 5Q: 3 clusters Score -8316350 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8316892.000000 Penalty: 5311.632324
	Iteration 6Q: 3 clusters Score -8316892 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -8317543.500000 Penalty: 5311.632324
	Iteration 7Q: 3 clusters Score -8317544 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8318386.000000 Penalty: 5311.632324
	Iteration 8Q: 3 clusters Score -8318386 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -8319542.000000 Penalty: 5311.632324
	Iteration 9Q: 3 clusters Score -8319542 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -8321208.500000 Penalty: 5311.632324
	Iteration 10F: 3 clusters Score -8321208 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -8323229.500000 Penalty: 5311.632324
	Iteration 11F: 3 clusters Score -8323230 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8325142.000000 Penalty: 5311.632324
	Iteration 12F: 3 clusters Score -8325142 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8326220.000000 Penalty: 5311.632324
	Iteration 13Q: 3 clusters Score -8326220 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -8326762.000000 Penalty: 5311.632324
	Iteration 14Q: 3 clusters Score -8326762 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8327098.500000 Penalty: 5311.632324
	Iteration 15Q: 3 clusters Score -8327098 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8327383.500000 Penalty: 5311.632324
	Iteration 16Q: 3 clusters Score -8327384 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -8327639.500000 Penalty: 5311.632324
	Iteration 17Q: 3 clusters Score -8327640 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -8327851.000000 Penalty: 5311.632324
	Iteration 18Q: 3 clusters Score -8327851 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -8328108.000000 Penalty: 5311.632324
	Iteration 19Q: 3 clusters Score -8328108 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -8328224.000000 Penalty: 5311.632324
	Iteration 20F: 3 clusters Score -8328224 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -8328355.000000 Penalty: 5311.632324
	Iteration 21Q: 3 clusters Score -8328355 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -8328472.500000 Penalty: 5311.632324
	Iteration 22Q: 3 clusters Score -8328472 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -8328570.500000 Penalty: 5311.632324
	Iteration 23Q: 3 clusters Score -8328570 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8328680.000000 Penalty: 5311.632324
	Iteration 24Q: 3 clusters Score -8328680 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -8328799.000000 Penalty: 5311.632324
	Iteration 25Q: 3 clusters Score -8328799 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -8328874.000000 Penalty: 5311.632324
	Iteration 26Q: 3 clusters Score -8328874 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -8328976.000000 Penalty: 5311.632324
	Iteration 27Q: 3 clusters Score -8328976 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -8329109.000000 Penalty: 5311.632324
	Iteration 28Q: 3 clusters Score -8329109 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8329206.500000 Penalty: 5311.632324
	Iteration 29Q: 3 clusters Score -8329206 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -8329310.500000 Penalty: 5311.632324
	Iteration 30Q: 3 clusters Score -8329310 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -8329396.500000 Penalty: 5311.632324
	Iteration 31Q: 3 clusters Score -8329396 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -8329469.000000 Penalty: 5311.632324
	Iteration 32Q: 3 clusters Score -8329469 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -8329554.000000 Penalty: 5311.632324
	Iteration 33Q: 3 clusters Score -8329554 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -8329587.000000 Penalty: 5311.632324
	Iteration 34Q: 3 clusters Score -8329587 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -8329632.500000 Penalty: 5311.632324
	Iteration 35Q: 3 clusters Score -8329632 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -8329700.500000 Penalty: 5311.632324
	Iteration 36Q: 3 clusters Score -8329700 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -8329761.500000 Penalty: 5311.632324
	Iteration 37Q: 3 clusters Score -8329762 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -8329786.000000 Penalty: 5311.632324
	Iteration 38Q: 3 clusters Score -8329786 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -8329787.000000 Penalty: 5311.632324
	Iteration 39Q: 3 clusters Score -8329787 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8329839.000000 Penalty: 5311.632324
	Iteration 40F: 3 clusters Score -8329839 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -8329900.000000 Penalty: 5311.632324
	Iteration 41Q: 3 clusters Score -8329900 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -8329934.000000 Penalty: 5311.632324
	Iteration 42Q: 3 clusters Score -8329934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -8329971.000000 Penalty: 5311.632324
	Iteration 43Q: 3 clusters Score -8329971 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -8329977.500000 Penalty: 5311.632324
	Iteration 44Q: 3 clusters Score -8329978 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -8330025.000000 Penalty: 5311.632324
	Iteration 45Q: 3 clusters Score -8330025 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8330042.500000 Penalty: 5311.632324
	Iteration 46Q: 3 clusters Score -8330042 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8330064.500000 Penalty: 5311.632324
	Iteration 47Q: 3 clusters Score -8330064 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8330089.500000 Penalty: 5311.632324
	Iteration 48Q: 3 clusters Score -8330090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -8330123.500000 Penalty: 5311.632324
	Iteration 49Q: 3 clusters Score -8330124 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -8330130.000000 Penalty: 5311.632324
	Iteration 50Q: 3 clusters Score -8330130 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -8330144.000000 Penalty: 5311.632324
	Iteration 51Q: 3 clusters Score -8330144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8330164.500000 Penalty: 5311.632324
	Iteration 52Q: 3 clusters Score -8330164 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8330193.500000 Penalty: 5311.632324
	Iteration 53Q: 3 clusters Score -8330194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -8330205.000000 Penalty: 5311.632324
	Iteration 54Q: 3 clusters Score -8330205 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -8330194.000000 Penalty: 5311.632324
	Iteration 55Q: 3 clusters Score -8330194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -8330201.500000 Penalty: 5311.632324
	Iteration 56Q: 3 clusters Score -8330202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -8330203.000000 Penalty: 5311.632324
	Iteration 57Q: 3 clusters Score -8330203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8330216.000000 Penalty: 5311.632324
	Iteration 58Q: 3 clusters Score -8330216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -8330223.500000 Penalty: 5311.632324
	Iteration 59Q: 3 clusters Score -8330224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -8330227.500000 Penalty: 5311.632324
	Iteration 60F: 3 clusters Score -8330228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -8330217.000000 Penalty: 5311.632324
	Iteration 61Q: 3 clusters Score -8330217 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -8330215.000000 Penalty: 5311.632324
	Iteration 62Q: 3 clusters Score -8330215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8330229.500000 Penalty: 5311.632324
	Iteration 63Q: 3 clusters Score -8330230 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -8330227.500000 Penalty: 5311.632324
	Iteration 64Q: 3 clusters Score -8330228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -8330226.000000 Penalty: 5311.632324
	Iteration 65Q: 3 clusters Score -8330226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -8330220.500000 Penalty: 5311.632324
	Iteration 66Q: 3 clusters Score -8330220 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -8330241.000000 Penalty: 5311.632324
	Iteration 67Q: 3 clusters Score -8330241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8330242.500000 Penalty: 5311.632324
	Iteration 68Q: 3 clusters Score -8330242 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8330240.500000 Penalty: 5311.632324
	Iteration 69Q: 3 clusters Score -8330240 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8330258.000000 Penalty: 5311.632324
	Iteration 70Q: 3 clusters Score -8330258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -8330273.500000 Penalty: 5311.632324
	Iteration 71Q: 3 clusters Score -8330274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -8330290.500000 Penalty: 5311.632324
	Iteration 72Q: 3 clusters Score -8330290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -8330298.000000 Penalty: 5311.632324
	Iteration 73Q: 3 clusters Score -8330298 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -8330313.000000 Penalty: 5311.632324
	Iteration 74Q: 3 clusters Score -8330313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -8330317.500000 Penalty: 5311.632324
	Iteration 75Q: 3 clusters Score -8330318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -8330323.000000 Penalty: 5311.632324
	Iteration 76Q: 3 clusters Score -8330323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -8330300.000000 Penalty: 5311.632324
	Iteration 77Q: 3 clusters Score -8330300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -8330307.500000 Penalty: 5311.632324
	Iteration 78Q: 3 clusters Score -8330308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -8330298.000000 Penalty: 5311.632324
	Iteration 79Q: 3 clusters Score -8330298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -8330306.000000 Penalty: 5311.632324
	Iteration 80F: 3 clusters Score -8330306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -8330320.000000 Penalty: 5311.632324
	Iteration 81Q: 3 clusters Score -8330320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8330315.000000 Penalty: 5311.632324
	Iteration 82Q: 3 clusters Score -8330315 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8330309.500000 Penalty: 5311.632324
	Iteration 83Q: 3 clusters Score -8330310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8330319.500000 Penalty: 5311.632324
	Iteration 84Q: 3 clusters Score -8330320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -8330317.000000 Penalty: 5311.632324
	Iteration 85Q: 3 clusters Score -8330317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -8330325.000000 Penalty: 5311.632324
	Iteration 86Q: 3 clusters Score -8330325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -8330323.000000 Penalty: 5311.632324
	Iteration 87Q: 3 clusters Score -8330323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -8330328.500000 Penalty: 5311.632324
	Iteration 88Q: 3 clusters Score -8330328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -8330325.500000 Penalty: 5311.632324
	Iteration 89Q: 3 clusters Score -8330326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -8330319.000000 Penalty: 5311.632324
	Iteration 90Q: 3 clusters Score -8330319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8330319.500000 Penalty: 5311.632324
	Iteration 91Q: 3 clusters Score -8330320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -8330328.500000 Penalty: 5311.632324
	Iteration 92Q: 3 clusters Score -8330328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8330323.000000 Penalty: 5311.632324
	Iteration 93Q: 3 clusters Score -8330323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -8330320.000000 Penalty: 5311.632324
	Iteration 94Q: 3 clusters Score -8330320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8330319.500000 Penalty: 5311.632324
	Iteration 95Q: 3 clusters Score -8330320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8330319.500000 Penalty: 5311.632324
	Iteration 96F: 3 clusters Score -8330320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 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 109 members 
Entering Unmasked Estep 
Score: -16250.469727 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16250.47 nChanged 42
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: -16448.146484 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16448.15 nChanged 10
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: -16504.441406 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16504.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16519.189453 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16519.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -16519.189453 Penalty: 2675.239258
	Iteration 4F: 3 clusters Score -16519.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 8611 members 
Mstep: Class 3 contains 9707 members 
Mstep: Class 4 contains 44387 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 23425 members 
Mstep: Class 7 contains 47338 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48411 members 
Mstep: Class 10 contains 44990 members 
Mstep: Class 11 contains 42532 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50710 members 
Mstep: Class 16 contains 54039 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26163 members 
Mstep: Class 20 contains 38647 members 
Mstep: Class 21 contains 10903 members 
Mstep: Class 22 contains 29508 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46209 members 
Mstep: Class 27 contains 44754 members 
Mstep: Class 28 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153456.000000 Penalty: 100613.093750
Iteration 399Q: 31 clusters Score -1.371535e+08 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 8620 members 
Mstep: Class 3 contains 10660 members 
Mstep: Class 4 contains 44196 members 
Mstep: Class 5 contains 50832 members 
Mstep: Class 6 contains 23441 members 
Mstep: Class 7 contains 47216 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48447 members 
Mstep: Class 10 contains 44913 members 
Mstep: Class 11 contains 42256 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50715 members 
Mstep: Class 16 contains 54637 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26272 members 
Mstep: Class 20 contains 39534 members 
Mstep: Class 21 contains 10901 members 
Mstep: Class 22 contains 29549 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8409 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 46379 members 
Mstep: Class 27 contains 44723 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 40535 members 
Mstep: Class 30 contains 15204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155008.000000 Penalty: 100613.093750
Iteration 400F: 31 clusters Score -1.37155e+08 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 8571 members 
Mstep: Class 3 contains 11222 members 
Mstep: Class 4 contains 43520 members 
Mstep: Class 5 contains 50820 members 
Mstep: Class 6 contains 23418 members 
Mstep: Class 7 contains 46697 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48341 members 
Mstep: Class 10 contains 44641 members 
Mstep: Class 11 contains 41390 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50684 members 
Mstep: Class 16 contains 54307 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26158 members 
Mstep: Class 20 contains 40354 members 
Mstep: Class 21 contains 10895 members 
Mstep: Class 22 contains 29522 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8412 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 45675 members 
Mstep: Class 27 contains 44165 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 42478 members 
Mstep: Class 30 contains 16878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157376.000000 Penalty: 100613.093750
Iteration 401Q: 31 clusters Score -1.371574e+08 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 8540 members 
Mstep: Class 3 contains 11813 members 
Mstep: Class 4 contains 42733 members 
Mstep: Class 5 contains 50723 members 
Mstep: Class 6 contains 23398 members 
Mstep: Class 7 contains 46290 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48276 members 
Mstep: Class 10 contains 44377 members 
Mstep: Class 11 contains 40529 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50724 members 
Mstep: Class 16 contains 54150 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26039 members 
Mstep: Class 20 contains 41260 members 
Mstep: Class 21 contains 10881 members 
Mstep: Class 22 contains 29485 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8419 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 45278 members 
Mstep: Class 27 contains 43613 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 44164 members 
Mstep: Class 30 contains 18098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159744.000000 Penalty: 100613.093750
Iteration 402Q: 31 clusters Score -1.371597e+08 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 8500 members 
Mstep: Class 3 contains 12521 members 
Mstep: Class 4 contains 41855 members 
Mstep: Class 5 contains 50398 members 
Mstep: Class 6 contains 23375 members 
Mstep: Class 7 contains 45952 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48220 members 
Mstep: Class 10 contains 44150 members 
Mstep: Class 11 contains 39666 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50791 members 
Mstep: Class 16 contains 54319 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25950 members 
Mstep: Class 20 contains 42094 members 
Mstep: Class 21 contains 10844 members 
Mstep: Class 22 contains 29448 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8425 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 44923 members 
Mstep: Class 27 contains 42952 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 45788 members 
Mstep: Class 30 contains 19229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160464.000000 Penalty: 100613.093750
Iteration 403Q: 31 clusters Score -1.371605e+08 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 13341 members 
Mstep: Class 4 contains 40960 members 
Mstep: Class 5 contains 50112 members 
Mstep: Class 6 contains 23360 members 
Mstep: Class 7 contains 45670 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48132 members 
Mstep: Class 10 contains 43924 members 
Mstep: Class 11 contains 38809 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50787 members 
Mstep: Class 16 contains 54600 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25893 members 
Mstep: Class 20 contains 42833 members 
Mstep: Class 21 contains 10795 members 
Mstep: Class 22 contains 29398 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8432 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 44642 members 
Mstep: Class 27 contains 42217 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47435 members 
Mstep: Class 30 contains 20203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161568.000000 Penalty: 100613.093750
Iteration 404Q: 31 clusters Score -1.371616e+08 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 8456 members 
Mstep: Class 3 contains 14267 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 49827 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 45400 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48080 members 
Mstep: Class 10 contains 43731 members 
Mstep: Class 11 contains 38058 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50686 members 
Mstep: Class 16 contains 54842 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25852 members 
Mstep: Class 20 contains 43447 members 
Mstep: Class 21 contains 10755 members 
Mstep: Class 22 contains 29365 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8438 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 44379 members 
Mstep: Class 27 contains 41552 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48955 members 
Mstep: Class 30 contains 20964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162160.000000 Penalty: 100613.093750
Iteration 405Q: 31 clusters Score -1.371622e+08 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 8439 members 
Mstep: Class 3 contains 15218 members 
Mstep: Class 4 contains 39368 members 
Mstep: Class 5 contains 49945 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 45199 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48023 members 
Mstep: Class 10 contains 43622 members 
Mstep: Class 11 contains 37375 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50652 members 
Mstep: Class 16 contains 54834 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25823 members 
Mstep: Class 20 contains 43930 members 
Mstep: Class 21 contains 10722 members 
Mstep: Class 22 contains 29322 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8443 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 44169 members 
Mstep: Class 27 contains 40922 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49993 members 
Mstep: Class 30 contains 21473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162560.000000 Penalty: 100613.093750
Iteration 406Q: 31 clusters Score -1.371626e+08 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 8425 members 
Mstep: Class 3 contains 16095 members 
Mstep: Class 4 contains 38697 members 
Mstep: Class 5 contains 50476 members 
Mstep: Class 6 contains 23357 members 
Mstep: Class 7 contains 45055 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47988 members 
Mstep: Class 10 contains 43540 members 
Mstep: Class 11 contains 36855 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50595 members 
Mstep: Class 16 contains 54682 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25785 members 
Mstep: Class 20 contains 44414 members 
Mstep: Class 21 contains 10683 members 
Mstep: Class 22 contains 29294 members 
Mstep: Class 23 contains 2530 members 
Mstep: Class 24 contains 8460 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 44001 members 
Mstep: Class 27 contains 40269 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50483 members 
Mstep: Class 30 contains 21826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163152.000000 Penalty: 100613.093750
Iteration 407Q: 31 clusters Score -1.371632e+08 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 16930 members 
Mstep: Class 4 contains 38102 members 
Mstep: Class 5 contains 51107 members 
Mstep: Class 6 contains 23350 members 
Mstep: Class 7 contains 44967 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47977 members 
Mstep: Class 10 contains 43460 members 
Mstep: Class 11 contains 36437 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50526 members 
Mstep: Class 16 contains 54375 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25771 members 
Mstep: Class 20 contains 45048 members 
Mstep: Class 21 contains 10633 members 
Mstep: Class 22 contains 29254 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8472 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43810 members 
Mstep: Class 27 contains 39659 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50706 members 
Mstep: Class 30 contains 22027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163056.000000 Penalty: 100613.093750
Iteration 408Q: 31 clusters Score -1.371631e+08 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 8415 members 
Mstep: Class 3 contains 17769 members 
Mstep: Class 4 contains 37636 members 
Mstep: Class 5 contains 51792 members 
Mstep: Class 6 contains 23357 members 
Mstep: Class 7 contains 44854 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47939 members 
Mstep: Class 10 contains 43350 members 
Mstep: Class 11 contains 36026 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50504 members 
Mstep: Class 16 contains 54081 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25762 members 
Mstep: Class 20 contains 45873 members 
Mstep: Class 21 contains 10580 members 
Mstep: Class 22 contains 29248 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8479 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43615 members 
Mstep: Class 27 contains 39118 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50526 members 
Mstep: Class 30 contains 22150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163248.000000 Penalty: 100613.093750
Iteration 409Q: 31 clusters Score -1.371632e+08 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 18667 members 
Mstep: Class 4 contains 37203 members 
Mstep: Class 5 contains 52394 members 
Mstep: Class 6 contains 23363 members 
Mstep: Class 7 contains 44774 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47891 members 
Mstep: Class 10 contains 43238 members 
Mstep: Class 11 contains 35617 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50452 members 
Mstep: Class 16 contains 53809 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25752 members 
Mstep: Class 20 contains 46817 members 
Mstep: Class 21 contains 10519 members 
Mstep: Class 22 contains 29234 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8490 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43462 members 
Mstep: Class 27 contains 38641 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50199 members 
Mstep: Class 30 contains 22156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163200.000000 Penalty: 100613.093750
Iteration 410Q: 31 clusters Score -1.371632e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 19610 members 
Mstep: Class 4 contains 36814 members 
Mstep: Class 5 contains 52899 members 
Mstep: Class 6 contains 23349 members 
Mstep: Class 7 contains 44708 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47863 members 
Mstep: Class 10 contains 43152 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 50388 members 
Mstep: Class 16 contains 53591 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25748 members 
Mstep: Class 20 contains 47813 members 
Mstep: Class 21 contains 10433 members 
Mstep: Class 22 contains 29216 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8504 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43341 members 
Mstep: Class 27 contains 38158 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49852 members 
Mstep: Class 30 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163088.000000 Penalty: 100613.093750
Iteration 411Q: 31 clusters Score -1.371631e+08 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 8407 members 
Mstep: Class 3 contains 20632 members 
Mstep: Class 4 contains 36467 members 
Mstep: Class 5 contains 53047 members 
Mstep: Class 6 contains 23331 members 
Mstep: Class 7 contains 44624 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47792 members 
Mstep: Class 10 contains 43053 members 
Mstep: Class 11 contains 34740 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50348 members 
Mstep: Class 16 contains 53397 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25737 members 
Mstep: Class 20 contains 48874 members 
Mstep: Class 21 contains 10363 members 
Mstep: Class 22 contains 29211 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8525 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43197 members 
Mstep: Class 27 contains 37711 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49419 members 
Mstep: Class 30 contains 22321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163584.000000 Penalty: 100613.093750
Iteration 412Q: 31 clusters Score -1.371636e+08 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 8409 members 
Mstep: Class 3 contains 21692 members 
Mstep: Class 4 contains 36158 members 
Mstep: Class 5 contains 52622 members 
Mstep: Class 6 contains 23304 members 
Mstep: Class 7 contains 44560 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47750 members 
Mstep: Class 10 contains 42934 members 
Mstep: Class 11 contains 34303 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50304 members 
Mstep: Class 16 contains 53254 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25710 members 
Mstep: Class 20 contains 49892 members 
Mstep: Class 21 contains 10308 members 
Mstep: Class 22 contains 29202 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 8545 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 43074 members 
Mstep: Class 27 contains 37234 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49165 members 
Mstep: Class 30 contains 22779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164112.000000 Penalty: 100613.093750
Iteration 413Q: 31 clusters Score -1.371641e+08 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 8408 members 
Mstep: Class 3 contains 22788 members 
Mstep: Class 4 contains 35844 members 
Mstep: Class 5 contains 51788 members 
Mstep: Class 6 contains 23279 members 
Mstep: Class 7 contains 44488 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47717 members 
Mstep: Class 10 contains 42837 members 
Mstep: Class 11 contains 33881 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50332 members 
Mstep: Class 16 contains 53199 members 
Mstep: Class 17 contains 3006 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25688 members 
Mstep: Class 20 contains 50709 members 
Mstep: Class 21 contains 10249 members 
Mstep: Class 22 contains 29192 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 8560 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 42932 members 
Mstep: Class 27 contains 36760 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49092 members 
Mstep: Class 30 contains 23473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164912.000000 Penalty: 100613.093750
Iteration 414Q: 31 clusters Score -1.371649e+08 nChanged 7275
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 23933 members 
Mstep: Class 4 contains 35534 members 
Mstep: Class 5 contains 50740 members 
Mstep: Class 6 contains 23267 members 
Mstep: Class 7 contains 44380 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47677 members 
Mstep: Class 10 contains 42755 members 
Mstep: Class 11 contains 33436 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50422 members 
Mstep: Class 16 contains 53187 members 
Mstep: Class 17 contains 3004 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25672 members 
Mstep: Class 20 contains 51114 members 
Mstep: Class 21 contains 10208 members 
Mstep: Class 22 contains 29185 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8568 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 42723 members 
Mstep: Class 27 contains 36293 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49300 members 
Mstep: Class 30 contains 24376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166000.000000 Penalty: 100613.093750
Iteration 415Q: 31 clusters Score -1.37166e+08 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 8435 members 
Mstep: Class 3 contains 25050 members 
Mstep: Class 4 contains 35268 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 23269 members 
Mstep: Class 7 contains 44323 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47647 members 
Mstep: Class 10 contains 42677 members 
Mstep: Class 11 contains 33009 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50453 members 
Mstep: Class 16 contains 53196 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25640 members 
Mstep: Class 20 contains 51172 members 
Mstep: Class 21 contains 10162 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8573 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 42505 members 
Mstep: Class 27 contains 35806 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49751 members 
Mstep: Class 30 contains 25325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167216.000000 Penalty: 100613.093750
Iteration 416Q: 31 clusters Score -1.371672e+08 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 26115 members 
Mstep: Class 4 contains 34992 members 
Mstep: Class 5 contains 49238 members 
Mstep: Class 6 contains 23273 members 
Mstep: Class 7 contains 44255 members 
Mstep: Class 8 contains 319 members 
Mstep: Class 9 contains 47596 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 32631 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50425 members 
Mstep: Class 16 contains 53200 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25594 members 
Mstep: Class 20 contains 50859 members 
Mstep: Class 21 contains 10109 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8569 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 42285 members 
Mstep: Class 27 contains 35389 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50315 members 
Mstep: Class 30 contains 26294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167808.000000 Penalty: 100613.093750
Iteration 417Q: 31 clusters Score -1.371678e+08 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 27084 members 
Mstep: Class 4 contains 34728 members 
Mstep: Class 5 contains 48906 members 
Mstep: Class 6 contains 23270 members 
Mstep: Class 7 contains 44217 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47541 members 
Mstep: Class 10 contains 42545 members 
Mstep: Class 11 contains 32239 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50394 members 
Mstep: Class 16 contains 53150 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25566 members 
Mstep: Class 20 contains 50531 members 
Mstep: Class 21 contains 10068 members 
Mstep: Class 22 contains 29159 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8578 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 42019 members 
Mstep: Class 27 contains 34928 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50858 members 
Mstep: Class 30 contains 27214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167360.000000 Penalty: 100613.093750
Iteration 418Q: 31 clusters Score -1.371674e+08 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 27923 members 
Mstep: Class 4 contains 34453 members 
Mstep: Class 5 contains 49022 members 
Mstep: Class 6 contains 23254 members 
Mstep: Class 7 contains 44171 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47500 members 
Mstep: Class 10 contains 42477 members 
Mstep: Class 11 contains 31870 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50347 members 
Mstep: Class 16 contains 53106 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25548 members 
Mstep: Class 20 contains 50014 members 
Mstep: Class 21 contains 10027 members 
Mstep: Class 22 contains 29140 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8594 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 41779 members 
Mstep: Class 27 contains 34509 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51288 members 
Mstep: Class 30 contains 28002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167712.000000 Penalty: 100613.093750
Iteration 419Q: 31 clusters Score -1.371677e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 8411 members 
Mstep: Class 3 contains 28679 members 
Mstep: Class 4 contains 34207 members 
Mstep: Class 5 contains 49320 members 
Mstep: Class 6 contains 23241 members 
Mstep: Class 7 contains 44121 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 31464 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50301 members 
Mstep: Class 16 contains 53049 members 
Mstep: Class 17 contains 2984 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25541 members 
Mstep: Class 20 contains 49647 members 
Mstep: Class 21 contains 9998 members 
Mstep: Class 22 contains 29136 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8608 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 41581 members 
Mstep: Class 27 contains 34114 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51555 members 
Mstep: Class 30 contains 28597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167600.000000 Penalty: 100613.093750
Iteration 420F: 31 clusters Score -1.371676e+08 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 29540 members 
Mstep: Class 4 contains 33987 members 
Mstep: Class 5 contains 49659 members 
Mstep: Class 6 contains 23245 members 
Mstep: Class 7 contains 44075 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47456 members 
Mstep: Class 10 contains 42321 members 
Mstep: Class 11 contains 31058 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50227 members 
Mstep: Class 16 contains 52989 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25512 members 
Mstep: Class 20 contains 49561 members 
Mstep: Class 21 contains 9974 members 
Mstep: Class 22 contains 29129 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 40974 members 
Mstep: Class 27 contains 33705 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51505 members 
Mstep: Class 30 contains 29519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168016.000000 Penalty: 100613.093750
Iteration 421Q: 31 clusters Score -1.37168e+08 nChanged 4795
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 8422 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 4 contains 33767 members 
Mstep: Class 5 contains 49893 members 
Mstep: Class 6 contains 23245 members 
Mstep: Class 7 contains 44046 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47429 members 
Mstep: Class 10 contains 42234 members 
Mstep: Class 11 contains 30737 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50192 members 
Mstep: Class 16 contains 52938 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25500 members 
Mstep: Class 20 contains 49658 members 
Mstep: Class 21 contains 9948 members 
Mstep: Class 22 contains 29109 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8630 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 40330 members 
Mstep: Class 27 contains 33338 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51276 members 
Mstep: Class 30 contains 30421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168464.000000 Penalty: 100613.093750
Iteration 422Q: 31 clusters Score -1.371685e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 8420 members 
Mstep: Class 3 contains 31269 members 
Mstep: Class 4 contains 33570 members 
Mstep: Class 5 contains 50047 members 
Mstep: Class 6 contains 23256 members 
Mstep: Class 7 contains 43993 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47408 members 
Mstep: Class 10 contains 42172 members 
Mstep: Class 11 contains 30416 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50134 members 
Mstep: Class 16 contains 52934 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25484 members 
Mstep: Class 20 contains 49821 members 
Mstep: Class 21 contains 9923 members 
Mstep: Class 22 contains 29081 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 8637 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 39614 members 
Mstep: Class 27 contains 32957 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51070 members 
Mstep: Class 30 contains 31349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168848.000000 Penalty: 100613.093750
Iteration 423Q: 31 clusters Score -1.371688e+08 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 8417 members 
Mstep: Class 3 contains 32131 members 
Mstep: Class 4 contains 33354 members 
Mstep: Class 5 contains 50092 members 
Mstep: Class 6 contains 23244 members 
Mstep: Class 7 contains 43907 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47371 members 
Mstep: Class 10 contains 42168 members 
Mstep: Class 11 contains 30122 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50102 members 
Mstep: Class 16 contains 52923 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25471 members 
Mstep: Class 20 contains 50121 members 
Mstep: Class 21 contains 9898 members 
Mstep: Class 22 contains 29054 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8640 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 38853 members 
Mstep: Class 27 contains 32568 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50730 members 
Mstep: Class 30 contains 32378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169072.000000 Penalty: 100613.093750
Iteration 424Q: 31 clusters Score -1.371691e+08 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 33134 members 
Mstep: Class 4 contains 33136 members 
Mstep: Class 5 contains 49929 members 
Mstep: Class 6 contains 23240 members 
Mstep: Class 7 contains 43828 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47359 members 
Mstep: Class 10 contains 42132 members 
Mstep: Class 11 contains 29814 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50052 members 
Mstep: Class 16 contains 52921 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25470 members 
Mstep: Class 20 contains 50422 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 29027 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8657 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 38017 members 
Mstep: Class 27 contains 32191 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50489 members 
Mstep: Class 30 contains 33479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168976.000000 Penalty: 100613.093750
Iteration 425Q: 31 clusters Score -1.37169e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 34158 members 
Mstep: Class 4 contains 32902 members 
Mstep: Class 5 contains 49658 members 
Mstep: Class 6 contains 23241 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47332 members 
Mstep: Class 10 contains 42140 members 
Mstep: Class 11 contains 29479 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 50017 members 
Mstep: Class 16 contains 52869 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25464 members 
Mstep: Class 20 contains 50618 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 29008 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8671 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 37135 members 
Mstep: Class 27 contains 31807 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50406 members 
Mstep: Class 30 contains 34688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169104.000000 Penalty: 100613.093750
Iteration 426Q: 31 clusters Score -1.371691e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 8414 members 
Mstep: Class 3 contains 35168 members 
Mstep: Class 4 contains 32717 members 
Mstep: Class 5 contains 49276 members 
Mstep: Class 6 contains 23240 members 
Mstep: Class 7 contains 43676 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47288 members 
Mstep: Class 10 contains 42128 members 
Mstep: Class 11 contains 29130 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49950 members 
Mstep: Class 16 contains 52861 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25471 members 
Mstep: Class 20 contains 50744 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 28993 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8684 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 36272 members 
Mstep: Class 27 contains 31420 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50416 members 
Mstep: Class 30 contains 35933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169536.000000 Penalty: 100613.093750
Iteration 427Q: 31 clusters Score -1.371695e+08 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 8394 members 
Mstep: Class 3 contains 36287 members 
Mstep: Class 4 contains 32532 members 
Mstep: Class 5 contains 48968 members 
Mstep: Class 6 contains 23234 members 
Mstep: Class 7 contains 43599 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47266 members 
Mstep: Class 10 contains 42101 members 
Mstep: Class 11 contains 28820 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49861 members 
Mstep: Class 16 contains 52762 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25456 members 
Mstep: Class 20 contains 50731 members 
Mstep: Class 21 contains 9787 members 
Mstep: Class 22 contains 28983 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 35394 members 
Mstep: Class 27 contains 31008 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50491 members 
Mstep: Class 30 contains 37243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169648.000000 Penalty: 100613.093750
Iteration 428Q: 31 clusters Score -1.371696e+08 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 37457 members 
Mstep: Class 4 contains 32348 members 
Mstep: Class 5 contains 48643 members 
Mstep: Class 6 contains 23217 members 
Mstep: Class 7 contains 43567 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 42109 members 
Mstep: Class 11 contains 28501 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49742 members 
Mstep: Class 16 contains 52663 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25423 members 
Mstep: Class 20 contains 50627 members 
Mstep: Class 21 contains 9742 members 
Mstep: Class 22 contains 28945 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8720 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 34416 members 
Mstep: Class 27 contains 30571 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50703 members 
Mstep: Class 30 contains 38614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169936.000000 Penalty: 100613.093750
Iteration 429Q: 31 clusters Score -1.371699e+08 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 8396 members 
Mstep: Class 3 contains 38603 members 
Mstep: Class 4 contains 32168 members 
Mstep: Class 5 contains 48499 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 43547 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47253 members 
Mstep: Class 10 contains 42095 members 
Mstep: Class 11 contains 28189 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49637 members 
Mstep: Class 16 contains 52508 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25401 members 
Mstep: Class 20 contains 50423 members 
Mstep: Class 21 contains 9699 members 
Mstep: Class 22 contains 28906 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8741 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 33333 members 
Mstep: Class 27 contains 30098 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50924 members 
Mstep: Class 30 contains 40016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170480.000000 Penalty: 100613.093750
Iteration 430Q: 31 clusters Score -1.371705e+08 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 8386 members 
Mstep: Class 3 contains 39667 members 
Mstep: Class 4 contains 31988 members 
Mstep: Class 5 contains 48507 members 
Mstep: Class 6 contains 23198 members 
Mstep: Class 7 contains 43526 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 42076 members 
Mstep: Class 11 contains 27880 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49561 members 
Mstep: Class 16 contains 52381 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25390 members 
Mstep: Class 20 contains 50198 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 28877 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8769 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 32242 members 
Mstep: Class 27 contains 29586 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51162 members 
Mstep: Class 30 contains 41321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170832.000000 Penalty: 100613.093750
Iteration 431Q: 31 clusters Score -1.371708e+08 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 40655 members 
Mstep: Class 4 contains 31830 members 
Mstep: Class 5 contains 48566 members 
Mstep: Class 6 contains 23197 members 
Mstep: Class 7 contains 43501 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47191 members 
Mstep: Class 10 contains 42076 members 
Mstep: Class 11 contains 27517 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49514 members 
Mstep: Class 16 contains 52302 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25358 members 
Mstep: Class 20 contains 50131 members 
Mstep: Class 21 contains 9591 members 
Mstep: Class 22 contains 28854 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8783 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 31218 members 
Mstep: Class 27 contains 29103 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51361 members 
Mstep: Class 30 contains 42439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170112.000000 Penalty: 100613.093750
Iteration 432Q: 31 clusters Score -1.371701e+08 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 8379 members 
Mstep: Class 3 contains 41572 members 
Mstep: Class 4 contains 31682 members 
Mstep: Class 5 contains 48805 members 
Mstep: Class 6 contains 23189 members 
Mstep: Class 7 contains 43492 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 42075 members 
Mstep: Class 11 contains 27216 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49474 members 
Mstep: Class 16 contains 52259 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25334 members 
Mstep: Class 20 contains 50158 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 28823 members 
Mstep: Class 23 contains 2528 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 30327 members 
Mstep: Class 27 contains 28560 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51401 members 
Mstep: Class 30 contains 43256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169248.000000 Penalty: 100613.093750
Iteration 433Q: 31 clusters Score -1.371692e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 42487 members 
Mstep: Class 4 contains 31577 members 
Mstep: Class 5 contains 48943 members 
Mstep: Class 6 contains 23191 members 
Mstep: Class 7 contains 43436 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47221 members 
Mstep: Class 10 contains 42071 members 
Mstep: Class 11 contains 26903 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49463 members 
Mstep: Class 16 contains 52186 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25321 members 
Mstep: Class 20 contains 50566 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 28822 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29770 members 
Mstep: Class 27 contains 28068 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51323 members 
Mstep: Class 30 contains 43467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168096.000000 Penalty: 100613.093750
Iteration 434Q: 31 clusters Score -1.371681e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 8395 members 
Mstep: Class 3 contains 43517 members 
Mstep: Class 4 contains 31506 members 
Mstep: Class 5 contains 48867 members 
Mstep: Class 6 contains 23187 members 
Mstep: Class 7 contains 43431 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47213 members 
Mstep: Class 10 contains 42084 members 
Mstep: Class 11 contains 26671 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49435 members 
Mstep: Class 16 contains 52278 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25309 members 
Mstep: Class 20 contains 51023 members 
Mstep: Class 21 contains 9432 members 
Mstep: Class 22 contains 28811 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8795 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29541 members 
Mstep: Class 27 contains 27660 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50883 members 
Mstep: Class 30 contains 43407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168000.000000 Penalty: 100613.093750
Iteration 435Q: 31 clusters Score -1.37168e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 8392 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 31453 members 
Mstep: Class 5 contains 48540 members 
Mstep: Class 6 contains 23184 members 
Mstep: Class 7 contains 43438 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47245 members 
Mstep: Class 10 contains 42063 members 
Mstep: Class 11 contains 26443 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49397 members 
Mstep: Class 16 contains 52568 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 51406 members 
Mstep: Class 21 contains 9385 members 
Mstep: Class 22 contains 28801 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8798 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29471 members 
Mstep: Class 27 contains 27267 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50326 members 
Mstep: Class 30 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168544.000000 Penalty: 100613.093750
Iteration 436Q: 31 clusters Score -1.371685e+08 nChanged 6500
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 46098 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 47918 members 
Mstep: Class 6 contains 23185 members 
Mstep: Class 7 contains 43427 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47249 members 
Mstep: Class 10 contains 42049 members 
Mstep: Class 11 contains 26197 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49222 members 
Mstep: Class 16 contains 52964 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25343 members 
Mstep: Class 20 contains 51605 members 
Mstep: Class 21 contains 9343 members 
Mstep: Class 22 contains 28791 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8806 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29478 members 
Mstep: Class 27 contains 26909 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49984 members 
Mstep: Class 30 contains 43167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168112.000000 Penalty: 100613.093750
Iteration 437Q: 31 clusters Score -1.371681e+08 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 47842 members 
Mstep: Class 4 contains 31381 members 
Mstep: Class 5 contains 47215 members 
Mstep: Class 6 contains 23182 members 
Mstep: Class 7 contains 43388 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47229 members 
Mstep: Class 10 contains 42042 members 
Mstep: Class 11 contains 25921 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 49059 members 
Mstep: Class 16 contains 53436 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25370 members 
Mstep: Class 20 contains 51349 members 
Mstep: Class 21 contains 9306 members 
Mstep: Class 22 contains 28784 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8803 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29520 members 
Mstep: Class 27 contains 26588 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49708 members 
Mstep: Class 30 contains 43106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167504.000000 Penalty: 100613.093750
Iteration 438Q: 31 clusters Score -1.371675e+08 nChanged 9130
Entering ConstructFrom: 
Score: -137167504.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (45025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Entering Unmasked Estep 
Score: -8454897.000000 Penalty: 2657.313477
	Iteration 0F: 2 clusters Score -8454897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -8425111.000000 Penalty: 5314.626953
	Iteration 0F: 3 clusters Score -8425111 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -8436526.000000 Penalty: 5314.626953
	Iteration 1F: 3 clusters Score -8436526 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -8437069.000000 Penalty: 5314.626953
	Iteration 2Q: 3 clusters Score -8437069 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -8437658.000000 Penalty: 5314.626953
	Iteration 3Q: 3 clusters Score -8437658 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -8438321.000000 Penalty: 5314.626953
	Iteration 4Q: 3 clusters Score -8438321 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8439320.000000 Penalty: 5314.626953
	Iteration 5Q: 3 clusters Score -8439320 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -8440813.000000 Penalty: 5314.626953
	Iteration 6F: 3 clusters Score -8440813 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -8443105.000000 Penalty: 5314.626953
	Iteration 7F: 3 clusters Score -8443105 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -8446043.000000 Penalty: 5314.626953
	Iteration 8F: 3 clusters Score -8446043 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8448852.000000 Penalty: 5314.626953
	Iteration 9F: 3 clusters Score -8448852 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8450856.000000 Penalty: 5314.626953
	Iteration 10Q: 3 clusters Score -8450856 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8451857.000000 Penalty: 5314.626953
	Iteration 11Q: 3 clusters Score -8451857 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8452236.000000 Penalty: 5314.626953
	Iteration 12Q: 3 clusters Score -8452236 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8452431.000000 Penalty: 5314.626953
	Iteration 13Q: 3 clusters Score -8452431 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8452497.000000 Penalty: 5314.626953
	Iteration 14Q: 3 clusters Score -8452497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8452536.000000 Penalty: 5314.626953
	Iteration 15Q: 3 clusters Score -8452536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8452552.000000 Penalty: 5314.626953
	Iteration 16Q: 3 clusters Score -8452552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8452568.000000 Penalty: 5314.626953
	Iteration 17Q: 3 clusters Score -8452568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8452582.000000 Penalty: 5314.626953
	Iteration 18Q: 3 clusters Score -8452582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8452581.000000 Penalty: 5314.626953
	Iteration 19Q: 3 clusters Score -8452581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8452585.000000 Penalty: 5314.626953
	Iteration 20F: 3 clusters Score -8452585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8452597.000000 Penalty: 5314.626953
	Iteration 21Q: 3 clusters Score -8452597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8452604.000000 Penalty: 5314.626953
	Iteration 22Q: 3 clusters Score -8452604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8452603.000000 Penalty: 5314.626953
	Iteration 23Q: 3 clusters Score -8452603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8452596.000000 Penalty: 5314.626953
	Iteration 24Q: 3 clusters Score -8452596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8452599.000000 Penalty: 5314.626953
	Iteration 25Q: 3 clusters Score -8452599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8452599.000000 Penalty: 5314.626953
	Iteration 26Q: 3 clusters Score -8452599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8452599.000000 Penalty: 5314.626953
	Iteration 27F: 3 clusters Score -8452599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Entering Unmasked Estep 
Score: -1555440.250000 Penalty: 2239.414307
	Iteration 0F: 2 clusters Score -1555440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1548821.625000 Penalty: 4478.828613
	Iteration 0F: 3 clusters Score -1548822 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1550673.000000 Penalty: 4478.828613
	Iteration 1F: 3 clusters Score -1550673 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1550923.125000 Penalty: 4478.828613
	Iteration 2F: 3 clusters Score -1550923 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1551138.500000 Penalty: 4478.828613
	Iteration 3F: 3 clusters Score -1551138 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1551307.750000 Penalty: 4478.828613
	Iteration 4Q: 3 clusters Score -1551308 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1551476.750000 Penalty: 4478.828613
	Iteration 5Q: 3 clusters Score -1551477 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1551627.750000 Penalty: 4478.828613
	Iteration 6Q: 3 clusters Score -1551628 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1551776.875000 Penalty: 4478.828613
	Iteration 7Q: 3 clusters Score -1551777 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1551929.875000 Penalty: 4478.828613
	Iteration 8Q: 3 clusters Score -1551930 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1552079.625000 Penalty: 4478.828613
	Iteration 9Q: 3 clusters Score -1552080 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1552241.500000 Penalty: 4478.828613
	Iteration 10Q: 3 clusters Score -1552242 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1552384.750000 Penalty: 4478.828613
	Iteration 11Q: 3 clusters Score -1552385 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1552529.625000 Penalty: 4478.828613
	Iteration 12Q: 3 clusters Score -1552530 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1552678.375000 Penalty: 4478.828613
	Iteration 13Q: 3 clusters Score -1552678 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1552809.375000 Penalty: 4478.828613
	Iteration 14Q: 3 clusters Score -1552809 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1552934.125000 Penalty: 4478.828613
	Iteration 15Q: 3 clusters Score -1552934 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1553007.375000 Penalty: 4478.828613
	Iteration 16Q: 3 clusters Score -1553007 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1553080.375000 Penalty: 4478.828613
	Iteration 17Q: 3 clusters Score -1553080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1553159.500000 Penalty: 4478.828613
	Iteration 18Q: 3 clusters Score -1553160 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1553218.500000 Penalty: 4478.828613
	Iteration 19Q: 3 clusters Score -1553218 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1553295.750000 Penalty: 4478.828613
	Iteration 20F: 3 clusters Score -1553296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1553352.000000 Penalty: 4478.828613
	Iteration 21Q: 3 clusters Score -1553352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1553388.250000 Penalty: 4478.828613
	Iteration 22Q: 3 clusters Score -1553388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1553404.375000 Penalty: 4478.828613
	Iteration 23Q: 3 clusters Score -1553404 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1553417.625000 Penalty: 4478.828613
	Iteration 24Q: 3 clusters Score -1553418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1553432.125000 Penalty: 4478.828613
	Iteration 25Q: 3 clusters Score -1553432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1553449.875000 Penalty: 4478.828613
	Iteration 26Q: 3 clusters Score -1553450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1553462.750000 Penalty: 4478.828613
	Iteration 27Q: 3 clusters Score -1553463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1553471.250000 Penalty: 4478.828613
	Iteration 28Q: 3 clusters Score -1553471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1553479.500000 Penalty: 4478.828613
	Iteration 29Q: 3 clusters Score -1553480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1553487.375000 Penalty: 4478.828613
	Iteration 30Q: 3 clusters Score -1553487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1553491.875000 Penalty: 4478.828613
	Iteration 31Q: 3 clusters Score -1553492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1553497.250000 Penalty: 4478.828613
	Iteration 32Q: 3 clusters Score -1553497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1553501.500000 Penalty: 4478.828613
	Iteration 33Q: 3 clusters Score -1553502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1553508.500000 Penalty: 4478.828613
	Iteration 34Q: 3 clusters Score -1553508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1553511.500000 Penalty: 4478.828613
	Iteration 35Q: 3 clusters Score -1553512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1553516.000000 Penalty: 4478.828613
	Iteration 36Q: 3 clusters Score -1553516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1553519.000000 Penalty: 4478.828613
	Iteration 37Q: 3 clusters Score -1553519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1553522.000000 Penalty: 4478.828613
	Iteration 38Q: 3 clusters Score -1553522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1553523.125000 Penalty: 4478.828613
	Iteration 39Q: 3 clusters Score -1553523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1553523.750000 Penalty: 4478.828613
	Iteration 40F: 3 clusters Score -1553524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1553526.125000 Penalty: 4478.828613
	Iteration 41Q: 3 clusters Score -1553526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1553528.000000 Penalty: 4478.828613
	Iteration 42Q: 3 clusters Score -1553528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1553530.375000 Penalty: 4478.828613
	Iteration 43Q: 3 clusters Score -1553530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1553532.750000 Penalty: 4478.828613
	Iteration 44Q: 3 clusters Score -1553533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1553536.750000 Penalty: 4478.828613
	Iteration 45Q: 3 clusters Score -1553537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1553536.375000 Penalty: 4478.828613
	Iteration 46Q: 3 clusters Score -1553536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1553539.000000 Penalty: 4478.828613
	Iteration 47Q: 3 clusters Score -1553539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1553539.375000 Penalty: 4478.828613
	Iteration 48Q: 3 clusters Score -1553539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1553540.000000 Penalty: 4478.828613
	Iteration 49Q: 3 clusters Score -1553540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1553540.125000 Penalty: 4478.828613
	Iteration 50Q: 3 clusters Score -1553540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1553542.500000 Penalty: 4478.828613
	Iteration 51Q: 3 clusters Score -1553542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1553543.250000 Penalty: 4478.828613
	Iteration 52Q: 3 clusters Score -1553543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1553542.750000 Penalty: 4478.828613
	Iteration 53Q: 3 clusters Score -1553543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1553542.750000 Penalty: 4478.828613
	Iteration 54F: 3 clusters Score -1553543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Entering Unmasked Estep 
Score: -9297832.000000 Penalty: 2680.059814
	Iteration 0F: 2 clusters Score -9297832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9267348.000000 Penalty: 5360.119629
	Iteration 0F: 3 clusters Score -9267348 nChanged 22790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -9280143.000000 Penalty: 5360.119629
	Iteration 1F: 3 clusters Score -9280143 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9280745.000000 Penalty: 5360.119629
	Iteration 2Q: 3 clusters Score -9280745 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -9281303.000000 Penalty: 5360.119629
	Iteration 3Q: 3 clusters Score -9281303 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -9281812.000000 Penalty: 5360.119629
	Iteration 4Q: 3 clusters Score -9281812 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -9282342.000000 Penalty: 5360.119629
	Iteration 5Q: 3 clusters Score -9282342 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -9282965.000000 Penalty: 5360.119629
	Iteration 6Q: 3 clusters Score -9282965 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -9283634.000000 Penalty: 5360.119629
	Iteration 7Q: 3 clusters Score -9283634 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -9284466.000000 Penalty: 5360.119629
	Iteration 8Q: 3 clusters Score -9284466 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -9285552.000000 Penalty: 5360.119629
	Iteration 9Q: 3 clusters Score -9285552 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -9286974.000000 Penalty: 5360.119629
	Iteration 10Q: 3 clusters Score -9286974 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -9288534.000000 Penalty: 5360.119629
	Iteration 11F: 3 clusters Score -9288534 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9290321.000000 Penalty: 5360.119629
	Iteration 12F: 3 clusters Score -9290321 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -9292039.000000 Penalty: 5360.119629
	Iteration 13F: 3 clusters Score -9292039 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -9293529.000000 Penalty: 5360.119629
	Iteration 14Q: 3 clusters Score -9293529 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -9294573.000000 Penalty: 5360.119629
	Iteration 15Q: 3 clusters Score -9294573 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -9295189.000000 Penalty: 5360.119629
	Iteration 16Q: 3 clusters Score -9295189 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9295574.000000 Penalty: 5360.119629
	Iteration 17Q: 3 clusters Score -9295574 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -9295749.000000 Penalty: 5360.119629
	Iteration 18Q: 3 clusters Score -9295749 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -9295943.000000 Penalty: 5360.119629
	Iteration 19Q: 3 clusters Score -9295943 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -9296010.000000 Penalty: 5360.119629
	Iteration 20F: 3 clusters Score -9296010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -9296011.000000 Penalty: 5360.119629
	Iteration 21Q: 3 clusters Score -9296011 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -9296041.000000 Penalty: 5360.119629
	Iteration 22Q: 3 clusters Score -9296041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -9296028.000000 Penalty: 5360.119629
	Iteration 23Q: 3 clusters Score -9296028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -9296059.000000 Penalty: 5360.119629
	Iteration 24Q: 3 clusters Score -9296059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9296062.000000 Penalty: 5360.119629
	Iteration 25Q: 3 clusters Score -9296062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9296067.000000 Penalty: 5360.119629
	Iteration 26Q: 3 clusters Score -9296067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -9296085.000000 Penalty: 5360.119629
	Iteration 27Q: 3 clusters Score -9296085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -9296083.000000 Penalty: 5360.119629
	Iteration 28Q: 3 clusters Score -9296083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9296090.000000 Penalty: 5360.119629
	Iteration 29Q: 3 clusters Score -9296090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9296103.000000 Penalty: 5360.119629
	Iteration 30Q: 3 clusters Score -9296103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9296108.000000 Penalty: 5360.119629
	Iteration 31Q: 3 clusters Score -9296108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48408 members 
Entering Unmasked Estep 
Score: -9296114.000000 Penalty: 5360.119629
	Iteration 32Q: 3 clusters Score -9296114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 48421 members 
Entering Unmasked Estep 
Score: -9296131.000000 Penalty: 5360.119629
	Iteration 33Q: 3 clusters Score -9296131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9296131.000000 Penalty: 5360.119629
	Iteration 34Q: 3 clusters Score -9296131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48442 members 
Entering Unmasked Estep 
Score: -9296131.000000 Penalty: 5360.119629
	Iteration 35Q: 3 clusters Score -9296131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -9296130.000000 Penalty: 5360.119629
	Iteration 36Q: 3 clusters Score -9296130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9296134.000000 Penalty: 5360.119629
	Iteration 37Q: 3 clusters Score -9296134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9296128.000000 Penalty: 5360.119629
	Iteration 38Q: 3 clusters Score -9296128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48454 members 
Entering Unmasked Estep 
Score: -9296123.000000 Penalty: 5360.119629
	Iteration 39Q: 3 clusters Score -9296123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -9296129.000000 Penalty: 5360.119629
	Iteration 40F: 3 clusters Score -9296129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -9296135.000000 Penalty: 5360.119629
	Iteration 41Q: 3 clusters Score -9296135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48456 members 
Entering Unmasked Estep 
Score: -9296135.000000 Penalty: 5360.119629
	Iteration 42F: 3 clusters Score -9296135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Entering Unmasked Estep 
Score: -5871567.000000 Penalty: 2567.970947
	Iteration 0F: 2 clusters Score -5871567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -5850139.500000 Penalty: 5135.941895
	Iteration 0F: 3 clusters Score -5850140 nChanged 14218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -5857884.500000 Penalty: 5135.941895
	Iteration 1F: 3 clusters Score -5857884 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5858438.500000 Penalty: 5135.941895
	Iteration 2Q: 3 clusters Score -5858438 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -5858907.000000 Penalty: 5135.941895
	Iteration 3Q: 3 clusters Score -5858907 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -5859387.500000 Penalty: 5135.941895
	Iteration 4Q: 3 clusters Score -5859388 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -5859979.000000 Penalty: 5135.941895
	Iteration 5Q: 3 clusters Score -5859979 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -5860914.500000 Penalty: 5135.941895
	Iteration 6Q: 3 clusters Score -5860914 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -5862053.000000 Penalty: 5135.941895
	Iteration 7F: 3 clusters Score -5862053 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5863387.000000 Penalty: 5135.941895
	Iteration 8F: 3 clusters Score -5863387 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5864624.500000 Penalty: 5135.941895
	Iteration 9Q: 3 clusters Score -5864624 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -5865661.000000 Penalty: 5135.941895
	Iteration 10Q: 3 clusters Score -5865661 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -5866452.000000 Penalty: 5135.941895
	Iteration 11Q: 3 clusters Score -5866452 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5867007.000000 Penalty: 5135.941895
	Iteration 12Q: 3 clusters Score -5867007 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -5867441.500000 Penalty: 5135.941895
	Iteration 13Q: 3 clusters Score -5867442 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5867758.500000 Penalty: 5135.941895
	Iteration 14Q: 3 clusters Score -5867758 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -5868047.500000 Penalty: 5135.941895
	Iteration 15Q: 3 clusters Score -5868048 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -5868249.500000 Penalty: 5135.941895
	Iteration 16Q: 3 clusters Score -5868250 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5868436.500000 Penalty: 5135.941895
	Iteration 17Q: 3 clusters Score -5868436 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -5868541.500000 Penalty: 5135.941895
	Iteration 18Q: 3 clusters Score -5868542 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -5868648.500000 Penalty: 5135.941895
	Iteration 19Q: 3 clusters Score -5868648 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -5868765.000000 Penalty: 5135.941895
	Iteration 20F: 3 clusters Score -5868765 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -5868871.000000 Penalty: 5135.941895
	Iteration 21Q: 3 clusters Score -5868871 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -5868962.000000 Penalty: 5135.941895
	Iteration 22Q: 3 clusters Score -5868962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -5869033.000000 Penalty: 5135.941895
	Iteration 23Q: 3 clusters Score -5869033 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 29906 members 
Entering Unmasked Estep 
Score: -5869078.500000 Penalty: 5135.941895
	Iteration 24Q: 3 clusters Score -5869078 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -5869120.500000 Penalty: 5135.941895
	Iteration 25Q: 3 clusters Score -5869120 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5869140.000000 Penalty: 5135.941895
	Iteration 26Q: 3 clusters Score -5869140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -5869179.500000 Penalty: 5135.941895
	Iteration 27Q: 3 clusters Score -5869180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -5869205.500000 Penalty: 5135.941895
	Iteration 28Q: 3 clusters Score -5869206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -5869236.000000 Penalty: 5135.941895
	Iteration 29Q: 3 clusters Score -5869236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -5869242.000000 Penalty: 5135.941895
	Iteration 30Q: 3 clusters Score -5869242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -5869267.500000 Penalty: 5135.941895
	Iteration 31Q: 3 clusters Score -5869268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5869289.000000 Penalty: 5135.941895
	Iteration 32Q: 3 clusters Score -5869289 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -5869312.500000 Penalty: 5135.941895
	Iteration 33Q: 3 clusters Score -5869312 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -5869330.000000 Penalty: 5135.941895
	Iteration 34Q: 3 clusters Score -5869330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5869346.000000 Penalty: 5135.941895
	Iteration 35Q: 3 clusters Score -5869346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5869352.500000 Penalty: 5135.941895
	Iteration 36Q: 3 clusters Score -5869352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -5869361.500000 Penalty: 5135.941895
	Iteration 37Q: 3 clusters Score -5869362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -5869371.000000 Penalty: 5135.941895
	Iteration 38Q: 3 clusters Score -5869371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5869386.500000 Penalty: 5135.941895
	Iteration 39Q: 3 clusters Score -5869386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5869392.000000 Penalty: 5135.941895
	Iteration 40F: 3 clusters Score -5869392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -5869389.500000 Penalty: 5135.941895
	Iteration 41Q: 3 clusters Score -5869390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5869392.000000 Penalty: 5135.941895
	Iteration 42Q: 3 clusters Score -5869392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -5869394.000000 Penalty: 5135.941895
	Iteration 43Q: 3 clusters Score -5869394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5869400.500000 Penalty: 5135.941895
	Iteration 44Q: 3 clusters Score -5869400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5869408.500000 Penalty: 5135.941895
	Iteration 45Q: 3 clusters Score -5869408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -5869406.500000 Penalty: 5135.941895
	Iteration 46Q: 3 clusters Score -5869406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -5869405.500000 Penalty: 5135.941895
	Iteration 47Q: 3 clusters Score -5869406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -5869408.000000 Penalty: 5135.941895
	Iteration 48Q: 3 clusters Score -5869408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5869414.000000 Penalty: 5135.941895
	Iteration 49Q: 3 clusters Score -5869414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5869415.000000 Penalty: 5135.941895
	Iteration 50Q: 3 clusters Score -5869415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -5869415.000000 Penalty: 5135.941895
	Iteration 51F: 3 clusters Score -5869415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Entering Unmasked Estep 
Score: -8807893.000000 Penalty: 2666.679688
	Iteration 0F: 2 clusters Score -8807893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8778440.000000 Penalty: 5333.359375
	Iteration 0F: 3 clusters Score -8778440 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -8790302.000000 Penalty: 5333.359375
	Iteration 1F: 3 clusters Score -8790302 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8790676.000000 Penalty: 5333.359375
	Iteration 2Q: 3 clusters Score -8790676 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -8791009.000000 Penalty: 5333.359375
	Iteration 3Q: 3 clusters Score -8791009 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -8791294.000000 Penalty: 5333.359375
	Iteration 4Q: 3 clusters Score -8791294 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -8791534.000000 Penalty: 5333.359375
	Iteration 5Q: 3 clusters Score -8791534 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -8791819.000000 Penalty: 5333.359375
	Iteration 6Q: 3 clusters Score -8791819 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -8792172.000000 Penalty: 5333.359375
	Iteration 7Q: 3 clusters Score -8792172 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -8792726.000000 Penalty: 5333.359375
	Iteration 8Q: 3 clusters Score -8792726 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -8793490.000000 Penalty: 5333.359375
	Iteration 9Q: 3 clusters Score -8793490 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -8794756.000000 Penalty: 5333.359375
	Iteration 10Q: 3 clusters Score -8794756 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -8796674.000000 Penalty: 5333.359375
	Iteration 11F: 3 clusters Score -8796674 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -8799404.000000 Penalty: 5333.359375
	Iteration 12F: 3 clusters Score -8799404 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8802387.000000 Penalty: 5333.359375
	Iteration 13F: 3 clusters Score -8802387 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8804380.000000 Penalty: 5333.359375
	Iteration 14F: 3 clusters Score -8804380 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8805041.000000 Penalty: 5333.359375
	Iteration 15Q: 3 clusters Score -8805041 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -8805479.000000 Penalty: 5333.359375
	Iteration 16Q: 3 clusters Score -8805479 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8805684.000000 Penalty: 5333.359375
	Iteration 17Q: 3 clusters Score -8805684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -8805797.000000 Penalty: 5333.359375
	Iteration 18Q: 3 clusters Score -8805797 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -8805848.000000 Penalty: 5333.359375
	Iteration 19Q: 3 clusters Score -8805848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8805863.000000 Penalty: 5333.359375
	Iteration 20F: 3 clusters Score -8805863 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8805885.000000 Penalty: 5333.359375
	Iteration 21Q: 3 clusters Score -8805885 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -8805923.000000 Penalty: 5333.359375
	Iteration 22Q: 3 clusters Score -8805923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -8805915.000000 Penalty: 5333.359375
	Iteration 23Q: 3 clusters Score -8805915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8805962.000000 Penalty: 5333.359375
	Iteration 24Q: 3 clusters Score -8805962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -8805960.000000 Penalty: 5333.359375
	Iteration 25Q: 3 clusters Score -8805960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -8805951.000000 Penalty: 5333.359375
	Iteration 26Q: 3 clusters Score -8805951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -8805979.000000 Penalty: 5333.359375
	Iteration 27Q: 3 clusters Score -8805979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -8805990.000000 Penalty: 5333.359375
	Iteration 28Q: 3 clusters Score -8805990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -8805990.000000 Penalty: 5333.359375
	Iteration 29Q: 3 clusters Score -8805990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8805973.000000 Penalty: 5333.359375
	Iteration 30Q: 3 clusters Score -8805973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46254 members 
Entering Unmasked Estep 
Score: -8805998.000000 Penalty: 5333.359375
	Iteration 31Q: 3 clusters Score -8805998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -8806001.000000 Penalty: 5333.359375
	Iteration 32Q: 3 clusters Score -8806001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8805987.000000 Penalty: 5333.359375
	Iteration 33Q: 3 clusters Score -8805987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -8805987.000000 Penalty: 5333.359375
	Iteration 34F: 3 clusters Score -8805987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Entering Unmasked Estep 
Score: -4327132.500000 Penalty: 2492.413086
	Iteration 0F: 2 clusters Score -4327132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -4311067.000000 Penalty: 4984.826172
	Iteration 0F: 3 clusters Score -4311067 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -4316668.500000 Penalty: 4984.826172
	Iteration 1F: 3 clusters Score -4316668 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -4317134.000000 Penalty: 4984.826172
	Iteration 2F: 3 clusters Score -4317134 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -4317671.000000 Penalty: 4984.826172
	Iteration 3Q: 3 clusters Score -4317671 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -4318254.000000 Penalty: 4984.826172
	Iteration 4F: 3 clusters Score -4318254 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -4318947.500000 Penalty: 4984.826172
	Iteration 5F: 3 clusters Score -4318948 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4319804.500000 Penalty: 4984.826172
	Iteration 6F: 3 clusters Score -4319804 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4320702.500000 Penalty: 4984.826172
	Iteration 7F: 3 clusters Score -4320702 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -4321637.500000 Penalty: 4984.826172
	Iteration 8F: 3 clusters Score -4321638 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -4322349.000000 Penalty: 4984.826172
	Iteration 9Q: 3 clusters Score -4322349 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -4322831.000000 Penalty: 4984.826172
	Iteration 10Q: 3 clusters Score -4322831 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -4323162.000000 Penalty: 4984.826172
	Iteration 11Q: 3 clusters Score -4323162 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -4323443.500000 Penalty: 4984.826172
	Iteration 12Q: 3 clusters Score -4323444 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4323668.500000 Penalty: 4984.826172
	Iteration 13Q: 3 clusters Score -4323668 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -4323864.500000 Penalty: 4984.826172
	Iteration 14Q: 3 clusters Score -4323864 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4324021.500000 Penalty: 4984.826172
	Iteration 15Q: 3 clusters Score -4324022 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4324154.000000 Penalty: 4984.826172
	Iteration 16Q: 3 clusters Score -4324154 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -4324277.000000 Penalty: 4984.826172
	Iteration 17Q: 3 clusters Score -4324277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4324337.500000 Penalty: 4984.826172
	Iteration 18Q: 3 clusters Score -4324338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -4324401.500000 Penalty: 4984.826172
	Iteration 19Q: 3 clusters Score -4324402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4324453.500000 Penalty: 4984.826172
	Iteration 20F: 3 clusters Score -4324454 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4324483.000000 Penalty: 4984.826172
	Iteration 21Q: 3 clusters Score -4324483 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4324521.000000 Penalty: 4984.826172
	Iteration 22Q: 3 clusters Score -4324521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4324551.500000 Penalty: 4984.826172
	Iteration 23Q: 3 clusters Score -4324552 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4324581.000000 Penalty: 4984.826172
	Iteration 24Q: 3 clusters Score -4324581 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4324614.000000 Penalty: 4984.826172
	Iteration 25Q: 3 clusters Score -4324614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4324648.500000 Penalty: 4984.826172
	Iteration 26Q: 3 clusters Score -4324648 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4324671.000000 Penalty: 4984.826172
	Iteration 27Q: 3 clusters Score -4324671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4324704.000000 Penalty: 4984.826172
	Iteration 28Q: 3 clusters Score -4324704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4324731.000000 Penalty: 4984.826172
	Iteration 29Q: 3 clusters Score -4324731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4324754.000000 Penalty: 4984.826172
	Iteration 30Q: 3 clusters Score -4324754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4324784.500000 Penalty: 4984.826172
	Iteration 31Q: 3 clusters Score -4324784 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4324793.500000 Penalty: 4984.826172
	Iteration 32Q: 3 clusters Score -4324794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4324816.000000 Penalty: 4984.826172
	Iteration 33Q: 3 clusters Score -4324816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4324826.000000 Penalty: 4984.826172
	Iteration 34Q: 3 clusters Score -4324826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4324837.500000 Penalty: 4984.826172
	Iteration 35Q: 3 clusters Score -4324838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4324851.000000 Penalty: 4984.826172
	Iteration 36Q: 3 clusters Score -4324851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -4324862.000000 Penalty: 4984.826172
	Iteration 37Q: 3 clusters Score -4324862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4324867.000000 Penalty: 4984.826172
	Iteration 38Q: 3 clusters Score -4324867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4324873.000000 Penalty: 4984.826172
	Iteration 39Q: 3 clusters Score -4324873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4324874.000000 Penalty: 4984.826172
	Iteration 40F: 3 clusters Score -4324874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4324883.500000 Penalty: 4984.826172
	Iteration 41Q: 3 clusters Score -4324884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4324885.000000 Penalty: 4984.826172
	Iteration 42Q: 3 clusters Score -4324885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4324891.000000 Penalty: 4984.826172
	Iteration 43Q: 3 clusters Score -4324891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4324902.500000 Penalty: 4984.826172
	Iteration 44Q: 3 clusters Score -4324902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4324902.500000 Penalty: 4984.826172
	Iteration 45Q: 3 clusters Score -4324902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4324908.000000 Penalty: 4984.826172
	Iteration 46Q: 3 clusters Score -4324908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4324911.500000 Penalty: 4984.826172
	Iteration 47Q: 3 clusters Score -4324912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4324908.500000 Penalty: 4984.826172
	Iteration 48Q: 3 clusters Score -4324908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4324916.000000 Penalty: 4984.826172
	Iteration 49Q: 3 clusters Score -4324916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4324917.000000 Penalty: 4984.826172
	Iteration 50Q: 3 clusters Score -4324917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4324916.500000 Penalty: 4984.826172
	Iteration 51Q: 3 clusters Score -4324916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4324915.500000 Penalty: 4984.826172
	Iteration 52Q: 3 clusters Score -4324916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4324916.500000 Penalty: 4984.826172
	Iteration 53Q: 3 clusters Score -4324916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4324918.000000 Penalty: 4984.826172
	Iteration 54Q: 3 clusters Score -4324918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4324918.000000 Penalty: 4984.826172
	Iteration 55Q: 3 clusters Score -4324918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4324916.500000 Penalty: 4984.826172
	Iteration 56Q: 3 clusters Score -4324916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4324917.000000 Penalty: 4984.826172
	Iteration 57Q: 3 clusters Score -4324917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4324917.500000 Penalty: 4984.826172
	Iteration 58Q: 3 clusters Score -4324918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4324920.000000 Penalty: 4984.826172
	Iteration 59Q: 3 clusters Score -4324920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4324915.500000 Penalty: 4984.826172
	Iteration 60F: 3 clusters Score -4324916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4324921.000000 Penalty: 4984.826172
	Iteration 61Q: 3 clusters Score -4324921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4324929.000000 Penalty: 4984.826172
	Iteration 62Q: 3 clusters Score -4324929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4324924.500000 Penalty: 4984.826172
	Iteration 63Q: 3 clusters Score -4324924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4324931.500000 Penalty: 4984.826172
	Iteration 64Q: 3 clusters Score -4324932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4324927.500000 Penalty: 4984.826172
	Iteration 65Q: 3 clusters Score -4324928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4324927.500000 Penalty: 4984.826172
	Iteration 66Q: 3 clusters Score -4324928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4324927.500000 Penalty: 4984.826172
	Iteration 67F: 3 clusters Score -4324928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Entering Unmasked Estep 
Score: -8015678.000000 Penalty: 2647.808350
	Iteration 0F: 2 clusters Score -8015678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7986736.500000 Penalty: 5295.616699
	Iteration 0F: 3 clusters Score -7986736 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -7997666.000000 Penalty: 5295.616699
	Iteration 1F: 3 clusters Score -7997666 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -7998279.500000 Penalty: 5295.616699
	Iteration 2Q: 3 clusters Score -7998280 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -7999117.500000 Penalty: 5295.616699
	Iteration 3Q: 3 clusters Score -7999118 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -8000310.500000 Penalty: 5295.616699
	Iteration 4F: 3 clusters Score -8000310 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -8002278.500000 Penalty: 5295.616699
	Iteration 5F: 3 clusters Score -8002278 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -8005014.000000 Penalty: 5295.616699
	Iteration 6F: 3 clusters Score -8005014 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8008359.500000 Penalty: 5295.616699
	Iteration 7F: 3 clusters Score -8008360 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -8011044.500000 Penalty: 5295.616699
	Iteration 8F: 3 clusters Score -8011044 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -8012392.000000 Penalty: 5295.616699
	Iteration 9Q: 3 clusters Score -8012392 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8012971.000000 Penalty: 5295.616699
	Iteration 10Q: 3 clusters Score -8012971 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8013198.500000 Penalty: 5295.616699
	Iteration 11Q: 3 clusters Score -8013198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8013286.500000 Penalty: 5295.616699
	Iteration 12Q: 3 clusters Score -8013286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -8013330.500000 Penalty: 5295.616699
	Iteration 13Q: 3 clusters Score -8013330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -8013358.500000 Penalty: 5295.616699
	Iteration 14Q: 3 clusters Score -8013358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -8013384.500000 Penalty: 5295.616699
	Iteration 15Q: 3 clusters Score -8013384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8013399.500000 Penalty: 5295.616699
	Iteration 16Q: 3 clusters Score -8013400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8013402.000000 Penalty: 5295.616699
	Iteration 17Q: 3 clusters Score -8013402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8013407.000000 Penalty: 5295.616699
	Iteration 18Q: 3 clusters Score -8013407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -8013407.000000 Penalty: 5295.616699
	Iteration 19F: 3 clusters Score -8013407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 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 159 members 
Entering Unmasked Estep 
Score: -53191.199219 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53191.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -53290.089844 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53290.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -53314.757812 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53314.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53316.261719 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53316.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -53316.261719 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -53316.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47236 members 
Entering Unmasked Estep 
Score: -8864711.000000 Penalty: 2669.202148
	Iteration 0F: 2 clusters Score -8864711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8834649.000000 Penalty: 5338.404297
	Iteration 0F: 3 clusters Score -8834649 nChanged 21858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -8846841.000000 Penalty: 5338.404297
	Iteration 1F: 3 clusters Score -8846841 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -8847261.000000 Penalty: 5338.404297
	Iteration 2Q: 3 clusters Score -8847261 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8847680.000000 Penalty: 5338.404297
	Iteration 3Q: 3 clusters Score -8847680 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8848149.000000 Penalty: 5338.404297
	Iteration 4Q: 3 clusters Score -8848149 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8848674.000000 Penalty: 5338.404297
	Iteration 5Q: 3 clusters Score -8848674 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8849364.000000 Penalty: 5338.404297
	Iteration 6Q: 3 clusters Score -8849364 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -8850507.000000 Penalty: 5338.404297
	Iteration 7F: 3 clusters Score -8850507 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8852348.000000 Penalty: 5338.404297
	Iteration 8F: 3 clusters Score -8852348 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -8854981.000000 Penalty: 5338.404297
	Iteration 9F: 3 clusters Score -8854981 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -8858002.000000 Penalty: 5338.404297
	Iteration 10F: 3 clusters Score -8858002 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8860570.000000 Penalty: 5338.404297
	Iteration 11F: 3 clusters Score -8860570 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8861790.000000 Penalty: 5338.404297
	Iteration 12Q: 3 clusters Score -8861790 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8862149.000000 Penalty: 5338.404297
	Iteration 13Q: 3 clusters Score -8862149 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8862314.000000 Penalty: 5338.404297
	Iteration 14Q: 3 clusters Score -8862314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8862377.000000 Penalty: 5338.404297
	Iteration 15Q: 3 clusters Score -8862377 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8862404.000000 Penalty: 5338.404297
	Iteration 16Q: 3 clusters Score -8862404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8862428.000000 Penalty: 5338.404297
	Iteration 17Q: 3 clusters Score -8862428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8862446.000000 Penalty: 5338.404297
	Iteration 18Q: 3 clusters Score -8862446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46996 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8862448.000000 Penalty: 5338.404297
	Iteration 19Q: 3 clusters Score -8862448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8862452.000000 Penalty: 5338.404297
	Iteration 20F: 3 clusters Score -8862452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8862457.000000 Penalty: 5338.404297
	Iteration 21Q: 3 clusters Score -8862457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8862465.000000 Penalty: 5338.404297
	Iteration 22Q: 3 clusters Score -8862465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8862471.000000 Penalty: 5338.404297
	Iteration 23Q: 3 clusters Score -8862471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8862472.000000 Penalty: 5338.404297
	Iteration 24Q: 3 clusters Score -8862472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8862472.000000 Penalty: 5338.404297
	Iteration 25F: 3 clusters Score -8862472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Entering Unmasked Estep 
Score: -7809193.000000 Penalty: 2640.525635
	Iteration 0F: 2 clusters Score -7809193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -7780789.500000 Penalty: 5281.051270
	Iteration 0F: 3 clusters Score -7780790 nChanged 19265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -7791586.500000 Penalty: 5281.051270
	Iteration 1F: 3 clusters Score -7791586 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7792126.000000 Penalty: 5281.051270
	Iteration 2Q: 3 clusters Score -7792126 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -7792603.500000 Penalty: 5281.051270
	Iteration 3Q: 3 clusters Score -7792604 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -7793229.500000 Penalty: 5281.051270
	Iteration 4Q: 3 clusters Score -7793230 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -7793976.000000 Penalty: 5281.051270
	Iteration 5Q: 3 clusters Score -7793976 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -7794974.500000 Penalty: 5281.051270
	Iteration 6Q: 3 clusters Score -7794974 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -7796476.000000 Penalty: 5281.051270
	Iteration 7F: 3 clusters Score -7796476 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -7798341.000000 Penalty: 5281.051270
	Iteration 8F: 3 clusters Score -7798341 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -7800482.000000 Penalty: 5281.051270
	Iteration 9F: 3 clusters Score -7800482 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7802419.500000 Penalty: 5281.051270
	Iteration 10F: 3 clusters Score -7802420 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7803845.000000 Penalty: 5281.051270
	Iteration 11Q: 3 clusters Score -7803845 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -7804724.000000 Penalty: 5281.051270
	Iteration 12Q: 3 clusters Score -7804724 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -7805428.500000 Penalty: 5281.051270
	Iteration 13Q: 3 clusters Score -7805428 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -7805951.000000 Penalty: 5281.051270
	Iteration 14Q: 3 clusters Score -7805951 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7806302.500000 Penalty: 5281.051270
	Iteration 15Q: 3 clusters Score -7806302 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -7806501.500000 Penalty: 5281.051270
	Iteration 16Q: 3 clusters Score -7806502 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7806661.500000 Penalty: 5281.051270
	Iteration 17Q: 3 clusters Score -7806662 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -7806751.000000 Penalty: 5281.051270
	Iteration 18Q: 3 clusters Score -7806751 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -7806833.500000 Penalty: 5281.051270
	Iteration 19Q: 3 clusters Score -7806834 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -7806868.000000 Penalty: 5281.051270
	Iteration 20F: 3 clusters Score -7806868 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7806899.500000 Penalty: 5281.051270
	Iteration 21Q: 3 clusters Score -7806900 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -7806898.500000 Penalty: 5281.051270
	Iteration 22Q: 3 clusters Score -7806898 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -7806925.500000 Penalty: 5281.051270
	Iteration 23Q: 3 clusters Score -7806926 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -7806952.500000 Penalty: 5281.051270
	Iteration 24Q: 3 clusters Score -7806952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -7806966.500000 Penalty: 5281.051270
	Iteration 25Q: 3 clusters Score -7806966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -7806984.500000 Penalty: 5281.051270
	Iteration 26Q: 3 clusters Score -7806984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7806978.000000 Penalty: 5281.051270
	Iteration 27Q: 3 clusters Score -7806978 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -7806986.500000 Penalty: 5281.051270
	Iteration 28Q: 3 clusters Score -7806986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -7807006.000000 Penalty: 5281.051270
	Iteration 29Q: 3 clusters Score -7807006 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -7807018.500000 Penalty: 5281.051270
	Iteration 30Q: 3 clusters Score -7807018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -7807031.000000 Penalty: 5281.051270
	Iteration 31Q: 3 clusters Score -7807031 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7807039.500000 Penalty: 5281.051270
	Iteration 32Q: 3 clusters Score -7807040 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -7807074.000000 Penalty: 5281.051270
	Iteration 33Q: 3 clusters Score -7807074 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7807087.500000 Penalty: 5281.051270
	Iteration 34Q: 3 clusters Score -7807088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -7807088.000000 Penalty: 5281.051270
	Iteration 35Q: 3 clusters Score -7807088 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -7807089.000000 Penalty: 5281.051270
	Iteration 36Q: 3 clusters Score -7807089 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -7807084.000000 Penalty: 5281.051270
	Iteration 37Q: 3 clusters Score -7807084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -7807096.500000 Penalty: 5281.051270
	Iteration 38Q: 3 clusters Score -7807096 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7807084.000000 Penalty: 5281.051270
	Iteration 39Q: 3 clusters Score -7807084 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7807091.000000 Penalty: 5281.051270
	Iteration 40F: 3 clusters Score -7807091 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -7807120.000000 Penalty: 5281.051270
	Iteration 41Q: 3 clusters Score -7807120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 37080 members 
Entering Unmasked Estep 
Score: -7807099.000000 Penalty: 5281.051270
	Iteration 42Q: 3 clusters Score -7807099 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -7807109.000000 Penalty: 5281.051270
	Iteration 43Q: 3 clusters Score -7807109 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7807129.000000 Penalty: 5281.051270
	Iteration 44Q: 3 clusters Score -7807129 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -7807127.000000 Penalty: 5281.051270
	Iteration 45Q: 3 clusters Score -7807127 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -7807150.500000 Penalty: 5281.051270
	Iteration 46Q: 3 clusters Score -7807150 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
Score: -7807174.000000 Penalty: 5281.051270
	Iteration 47Q: 3 clusters Score -7807174 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -7807165.500000 Penalty: 5281.051270
	Iteration 48Q: 3 clusters Score -7807166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7807196.000000 Penalty: 5281.051270
	Iteration 49Q: 3 clusters Score -7807196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -7807205.000000 Penalty: 5281.051270
	Iteration 50Q: 3 clusters Score -7807205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 37740 members 
Entering Unmasked Estep 
Score: -7807202.000000 Penalty: 5281.051270
	Iteration 51Q: 3 clusters Score -7807202 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -7807218.500000 Penalty: 5281.051270
	Iteration 52Q: 3 clusters Score -7807218 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -7807219.000000 Penalty: 5281.051270
	Iteration 53Q: 3 clusters Score -7807219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7807232.500000 Penalty: 5281.051270
	Iteration 54Q: 3 clusters Score -7807232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7807231.000000 Penalty: 5281.051270
	Iteration 55Q: 3 clusters Score -7807231 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -7807240.500000 Penalty: 5281.051270
	Iteration 56Q: 3 clusters Score -7807240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -7807240.500000 Penalty: 5281.051270
	Iteration 57Q: 3 clusters Score -7807240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -7807243.500000 Penalty: 5281.051270
	Iteration 58Q: 3 clusters Score -7807244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7807239.500000 Penalty: 5281.051270
	Iteration 59Q: 3 clusters Score -7807240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7807236.500000 Penalty: 5281.051270
	Iteration 60F: 3 clusters Score -7807236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7807236.000000 Penalty: 5281.051270
	Iteration 61Q: 3 clusters Score -7807236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -7807227.500000 Penalty: 5281.051270
	Iteration 62Q: 3 clusters Score -7807228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -7807239.000000 Penalty: 5281.051270
	Iteration 63Q: 3 clusters Score -7807239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -7807236.000000 Penalty: 5281.051270
	Iteration 64Q: 3 clusters Score -7807236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -7807223.500000 Penalty: 5281.051270
	Iteration 65Q: 3 clusters Score -7807224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -7807222.500000 Penalty: 5281.051270
	Iteration 66Q: 3 clusters Score -7807222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -7807230.000000 Penalty: 5281.051270
	Iteration 67Q: 3 clusters Score -7807230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7807230.000000 Penalty: 5281.051270
	Iteration 68Q: 3 clusters Score -7807230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -7807235.500000 Penalty: 5281.051270
	Iteration 69Q: 3 clusters Score -7807236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -7807234.000000 Penalty: 5281.051270
	Iteration 70Q: 3 clusters Score -7807234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -7807235.500000 Penalty: 5281.051270
	Iteration 71Q: 3 clusters Score -7807236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7807242.500000 Penalty: 5281.051270
	Iteration 72Q: 3 clusters Score -7807242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7807234.000000 Penalty: 5281.051270
	Iteration 73Q: 3 clusters Score -7807234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -7807236.500000 Penalty: 5281.051270
	Iteration 74Q: 3 clusters Score -7807236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -7807241.000000 Penalty: 5281.051270
	Iteration 75Q: 3 clusters Score -7807241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7807249.500000 Penalty: 5281.051270
	Iteration 76Q: 3 clusters Score -7807250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -7807241.000000 Penalty: 5281.051270
	Iteration 77Q: 3 clusters Score -7807241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7807246.500000 Penalty: 5281.051270
	Iteration 78Q: 3 clusters Score -7807246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -7807243.000000 Penalty: 5281.051270
	Iteration 79Q: 3 clusters Score -7807243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7807244.000000 Penalty: 5281.051270
	Iteration 80F: 3 clusters Score -7807244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7807252.000000 Penalty: 5281.051270
	Iteration 81Q: 3 clusters Score -7807252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 38473 members 
Entering Unmasked Estep 
Score: -7807251.000000 Penalty: 5281.051270
	Iteration 82Q: 3 clusters Score -7807251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -7807270.500000 Penalty: 5281.051270
	Iteration 83Q: 3 clusters Score -7807270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -7807262.500000 Penalty: 5281.051270
	Iteration 84Q: 3 clusters Score -7807262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -7807260.000000 Penalty: 5281.051270
	Iteration 85Q: 3 clusters Score -7807260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7807261.500000 Penalty: 5281.051270
	Iteration 86Q: 3 clusters Score -7807262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -7807273.500000 Penalty: 5281.051270
	Iteration 87Q: 3 clusters Score -7807274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -7807272.500000 Penalty: 5281.051270
	Iteration 88Q: 3 clusters Score -7807272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7807270.000000 Penalty: 5281.051270
	Iteration 89Q: 3 clusters Score -7807270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7807280.000000 Penalty: 5281.051270
	Iteration 90Q: 3 clusters Score -7807280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -7807280.000000 Penalty: 5281.051270
	Iteration 91Q: 3 clusters Score -7807280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -7807276.500000 Penalty: 5281.051270
	Iteration 92Q: 3 clusters Score -7807276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7807273.000000 Penalty: 5281.051270
	Iteration 93Q: 3 clusters Score -7807273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7807270.500000 Penalty: 5281.051270
	Iteration 94Q: 3 clusters Score -7807270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -7807271.000000 Penalty: 5281.051270
	Iteration 95Q: 3 clusters Score -7807271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -7807276.500000 Penalty: 5281.051270
	Iteration 96Q: 3 clusters Score -7807276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7807283.000000 Penalty: 5281.051270
	Iteration 97Q: 3 clusters Score -7807283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7807285.500000 Penalty: 5281.051270
	Iteration 98Q: 3 clusters Score -7807286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7807276.000000 Penalty: 5281.051270
	Iteration 99Q: 3 clusters Score -7807276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7807288.500000 Penalty: 5281.051270
	Iteration 100F: 3 clusters Score -7807288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7807283.000000 Penalty: 5281.051270
	Iteration 101Q: 3 clusters Score -7807283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7807289.000000 Penalty: 5281.051270
	Iteration 102Q: 3 clusters Score -7807289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -7807293.500000 Penalty: 5281.051270
	Iteration 103Q: 3 clusters Score -7807294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7807298.000000 Penalty: 5281.051270
	Iteration 104Q: 3 clusters Score -7807298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -7807304.000000 Penalty: 5281.051270
	Iteration 105Q: 3 clusters Score -7807304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7807308.000000 Penalty: 5281.051270
	Iteration 106Q: 3 clusters Score -7807308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -7807300.000000 Penalty: 5281.051270
	Iteration 107Q: 3 clusters Score -7807300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -7807299.000000 Penalty: 5281.051270
	Iteration 108Q: 3 clusters Score -7807299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -7807303.500000 Penalty: 5281.051270
	Iteration 109Q: 3 clusters Score -7807304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7807297.500000 Penalty: 5281.051270
	Iteration 110Q: 3 clusters Score -7807298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -7807285.500000 Penalty: 5281.051270
	Iteration 111Q: 3 clusters Score -7807286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -7807289.000000 Penalty: 5281.051270
	Iteration 112Q: 3 clusters Score -7807289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -7807286.000000 Penalty: 5281.051270
	Iteration 113Q: 3 clusters Score -7807286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -7807286.000000 Penalty: 5281.051270
	Iteration 114F: 3 clusters Score -7807286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Entering Unmasked Estep 
Score: -4814339.500000 Penalty: 2517.799316
	Iteration 0F: 2 clusters Score -4814340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4796531.000000 Penalty: 5035.598633
	Iteration 0F: 3 clusters Score -4796531 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4802736.500000 Penalty: 5035.598633
	Iteration 1F: 3 clusters Score -4802736 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -4803224.000000 Penalty: 5035.598633
	Iteration 2F: 3 clusters Score -4803224 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4803710.500000 Penalty: 5035.598633
	Iteration 3Q: 3 clusters Score -4803710 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4804166.500000 Penalty: 5035.598633
	Iteration 4Q: 3 clusters Score -4804166 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4804630.000000 Penalty: 5035.598633
	Iteration 5Q: 3 clusters Score -4804630 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4805194.500000 Penalty: 5035.598633
	Iteration 6Q: 3 clusters Score -4805194 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -4805894.000000 Penalty: 5035.598633
	Iteration 7F: 3 clusters Score -4805894 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4806786.500000 Penalty: 5035.598633
	Iteration 8F: 3 clusters Score -4806786 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -4807801.000000 Penalty: 5035.598633
	Iteration 9F: 3 clusters Score -4807801 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -4808894.000000 Penalty: 5035.598633
	Iteration 10F: 3 clusters Score -4808894 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4809797.500000 Penalty: 5035.598633
	Iteration 11Q: 3 clusters Score -4809798 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -4810417.500000 Penalty: 5035.598633
	Iteration 12Q: 3 clusters Score -4810418 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4810877.000000 Penalty: 5035.598633
	Iteration 13Q: 3 clusters Score -4810877 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -4811277.500000 Penalty: 5035.598633
	Iteration 14Q: 3 clusters Score -4811278 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -4811635.000000 Penalty: 5035.598633
	Iteration 15Q: 3 clusters Score -4811635 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -4811975.500000 Penalty: 5035.598633
	Iteration 16Q: 3 clusters Score -4811976 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4812238.500000 Penalty: 5035.598633
	Iteration 17Q: 3 clusters Score -4812238 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4812510.000000 Penalty: 5035.598633
	Iteration 18Q: 3 clusters Score -4812510 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4812693.500000 Penalty: 5035.598633
	Iteration 19Q: 3 clusters Score -4812694 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4812799.500000 Penalty: 5035.598633
	Iteration 20F: 3 clusters Score -4812800 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -4812884.500000 Penalty: 5035.598633
	Iteration 21Q: 3 clusters Score -4812884 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4812936.000000 Penalty: 5035.598633
	Iteration 22Q: 3 clusters Score -4812936 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -4812966.000000 Penalty: 5035.598633
	Iteration 23Q: 3 clusters Score -4812966 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -4812992.000000 Penalty: 5035.598633
	Iteration 24Q: 3 clusters Score -4812992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4812998.500000 Penalty: 5035.598633
	Iteration 25Q: 3 clusters Score -4812998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4813002.500000 Penalty: 5035.598633
	Iteration 26Q: 3 clusters Score -4813002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4813008.500000 Penalty: 5035.598633
	Iteration 27Q: 3 clusters Score -4813008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4813016.500000 Penalty: 5035.598633
	Iteration 28Q: 3 clusters Score -4813016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4813008.500000 Penalty: 5035.598633
	Iteration 29Q: 3 clusters Score -4813008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -4813013.500000 Penalty: 5035.598633
	Iteration 30Q: 3 clusters Score -4813014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4813010.500000 Penalty: 5035.598633
	Iteration 31Q: 3 clusters Score -4813010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4813012.000000 Penalty: 5035.598633
	Iteration 32Q: 3 clusters Score -4813012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4813012.500000 Penalty: 5035.598633
	Iteration 33Q: 3 clusters Score -4813012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4813021.000000 Penalty: 5035.598633
	Iteration 34Q: 3 clusters Score -4813021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4813021.500000 Penalty: 5035.598633
	Iteration 35Q: 3 clusters Score -4813022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4813023.500000 Penalty: 5035.598633
	Iteration 36Q: 3 clusters Score -4813024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -4813023.500000 Penalty: 5035.598633
	Iteration 37F: 3 clusters Score -4813024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -197435.937500 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -197435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -195407.156250 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -195407.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -196103.265625 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -196103.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -196413.593750 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -196413.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196616.750000 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -196616.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -196709.093750 Penalty: 3543.234375
	Iteration 4Q: 3 clusters Score -196709.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196762.250000 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -196762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -196808.140625 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -196808.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -196866.578125 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -196866.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -196925.281250 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -196925.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -196970.562500 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -196970.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -196994.546875 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -196994.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -197002.718750 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -197002.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -197011.859375 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -197011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197016.859375 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -197016.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -197023.390625 Penalty: 3543.234375
	Iteration 14Q: 3 clusters Score -197023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -197025.984375 Penalty: 3543.234375
	Iteration 15Q: 3 clusters Score -197026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -197027.968750 Penalty: 3543.234375
	Iteration 16Q: 3 clusters Score -197028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -197028.750000 Penalty: 3543.234375
	Iteration 17Q: 3 clusters Score -197028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -197028.750000 Penalty: 3543.234375
	Iteration 18F: 3 clusters Score -197028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Entering Unmasked Estep 
Score: -99622.359375 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -99622.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -98086.015625 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -98086.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98343.921875 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -98343.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98440.250000 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -98440.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -98485.406250 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -98485.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -98505.382812 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -98505.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -98515.539062 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -98515.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -98521.234375 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -98521.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98526.070312 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -98526.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -98526.070312 Penalty: 3145.692383
	Iteration 8F: 3 clusters Score -98526.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -136498.234375 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -136498.2 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 405 members 
Entering Unmasked Estep 
Score: -134843.750000 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -134843.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -135266.234375 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -135266.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -135488.921875 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -135488.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -135615.171875 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -135615.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -135684.703125 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -135684.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -135722.984375 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -135723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -135729.625000 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -135729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -135741.000000 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -135741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -135750.531250 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -135750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -135752.953125 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -135753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -135754.921875 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -135754.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -135756.796875 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -135756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -135758.984375 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -135759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -135758.984375 Penalty: 3309.955811
	Iteration 13F: 3 clusters Score -135759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48833 members 
Entering Unmasked Estep 
Score: -9122992.000000 Penalty: 2677.447998
	Iteration 0F: 2 clusters Score -9122992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -9091100.000000 Penalty: 5354.895996
	Iteration 0F: 3 clusters Score -9091100 nChanged 22422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -9103521.000000 Penalty: 5354.895996
	Iteration 1F: 3 clusters Score -9103521 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -9104231.000000 Penalty: 5354.895996
	Iteration 2Q: 3 clusters Score -9104231 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -9105130.000000 Penalty: 5354.895996
	Iteration 3Q: 3 clusters Score -9105130 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -9106324.000000 Penalty: 5354.895996
	Iteration 4Q: 3 clusters Score -9106324 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -9108107.000000 Penalty: 5354.895996
	Iteration 5F: 3 clusters Score -9108107 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9110822.000000 Penalty: 5354.895996
	Iteration 6F: 3 clusters Score -9110822 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -9114108.000000 Penalty: 5354.895996
	Iteration 7F: 3 clusters Score -9114108 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9116927.000000 Penalty: 5354.895996
	Iteration 8F: 3 clusters Score -9116927 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -9118798.000000 Penalty: 5354.895996
	Iteration 9Q: 3 clusters Score -9118798 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -9119797.000000 Penalty: 5354.895996
	Iteration 10Q: 3 clusters Score -9119797 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -9120242.000000 Penalty: 5354.895996
	Iteration 11Q: 3 clusters Score -9120242 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -9120502.000000 Penalty: 5354.895996
	Iteration 12Q: 3 clusters Score -9120502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -9120593.000000 Penalty: 5354.895996
	Iteration 13Q: 3 clusters Score -9120593 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -9120643.000000 Penalty: 5354.895996
	Iteration 14Q: 3 clusters Score -9120643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -9120694.000000 Penalty: 5354.895996
	Iteration 15Q: 3 clusters Score -9120694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9120698.000000 Penalty: 5354.895996
	Iteration 16Q: 3 clusters Score -9120698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9120734.000000 Penalty: 5354.895996
	Iteration 17Q: 3 clusters Score -9120734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -9120773.000000 Penalty: 5354.895996
	Iteration 18Q: 3 clusters Score -9120773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9120782.000000 Penalty: 5354.895996
	Iteration 19Q: 3 clusters Score -9120782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 48419 members 
Entering Unmasked Estep 
Score: -9120782.000000 Penalty: 5354.895996
	Iteration 20F: 3 clusters Score -9120782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9120806.000000 Penalty: 5354.895996
	Iteration 21Q: 3 clusters Score -9120806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -9120810.000000 Penalty: 5354.895996
	Iteration 22Q: 3 clusters Score -9120810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9120809.000000 Penalty: 5354.895996
	Iteration 23Q: 3 clusters Score -9120809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9120810.000000 Penalty: 5354.895996
	Iteration 24Q: 3 clusters Score -9120810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -9120823.000000 Penalty: 5354.895996
	Iteration 25Q: 3 clusters Score -9120823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -9120815.000000 Penalty: 5354.895996
	Iteration 26Q: 3 clusters Score -9120815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -9120807.000000 Penalty: 5354.895996
	Iteration 27Q: 3 clusters Score -9120807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -9120816.000000 Penalty: 5354.895996
	Iteration 28Q: 3 clusters Score -9120816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9120824.000000 Penalty: 5354.895996
	Iteration 29Q: 3 clusters Score -9120824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -9120823.000000 Penalty: 5354.895996
	Iteration 30Q: 3 clusters Score -9120823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9120818.000000 Penalty: 5354.895996
	Iteration 31Q: 3 clusters Score -9120818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9120818.000000 Penalty: 5354.895996
	Iteration 32F: 3 clusters Score -9120818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Entering Unmasked Estep 
Score: -10094836.000000 Penalty: 2701.346680
	Iteration 0F: 2 clusters Score -1.009484e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -10062562.000000 Penalty: 5402.693359
	Iteration 0F: 3 clusters Score -1.006256e+07 nChanged 24975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -10076439.000000 Penalty: 5402.693359
	Iteration 1F: 3 clusters Score -1.007644e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -10077158.000000 Penalty: 5402.693359
	Iteration 2Q: 3 clusters Score -1.007716e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -10078123.000000 Penalty: 5402.693359
	Iteration 3Q: 3 clusters Score -1.007812e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -10079503.000000 Penalty: 5402.693359
	Iteration 4F: 3 clusters Score -1.00795e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -10081555.000000 Penalty: 5402.693359
	Iteration 5F: 3 clusters Score -1.008156e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -10084426.000000 Penalty: 5402.693359
	Iteration 6F: 3 clusters Score -1.008443e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -10087304.000000 Penalty: 5402.693359
	Iteration 7F: 3 clusters Score -1.00873e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -10089699.000000 Penalty: 5402.693359
	Iteration 8F: 3 clusters Score -1.00897e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50735 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -10091550.000000 Penalty: 5402.693359
	Iteration 9Q: 3 clusters Score -1.009155e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -10092159.000000 Penalty: 5402.693359
	Iteration 10Q: 3 clusters Score -1.009216e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10092316.000000 Penalty: 5402.693359
	Iteration 11Q: 3 clusters Score -1.009232e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10092385.000000 Penalty: 5402.693359
	Iteration 12Q: 3 clusters Score -1.009238e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53397 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10092480.000000 Penalty: 5402.693359
	Iteration 13Q: 3 clusters Score -1.009248e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10092491.000000 Penalty: 5402.693359
	Iteration 14Q: 3 clusters Score -1.009249e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53466 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10092515.000000 Penalty: 5402.693359
	Iteration 15Q: 3 clusters Score -1.009252e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -10092526.000000 Penalty: 5402.693359
	Iteration 16Q: 3 clusters Score -1.009253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10092539.000000 Penalty: 5402.693359
	Iteration 17Q: 3 clusters Score -1.009254e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53482 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10092538.000000 Penalty: 5402.693359
	Iteration 18Q: 3 clusters Score -1.009254e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10092539.000000 Penalty: 5402.693359
	Iteration 19Q: 3 clusters Score -1.009254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10092540.000000 Penalty: 5402.693359
	Iteration 20F: 3 clusters Score -1.009254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10092547.000000 Penalty: 5402.693359
	Iteration 21Q: 3 clusters Score -1.009255e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -10092548.000000 Penalty: 5402.693359
	Iteration 22Q: 3 clusters Score -1.009255e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10092545.000000 Penalty: 5402.693359
	Iteration 23Q: 3 clusters Score -1.009254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53495 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10092543.000000 Penalty: 5402.693359
	Iteration 24Q: 3 clusters Score -1.009254e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -10092553.000000 Penalty: 5402.693359
	Iteration 25Q: 3 clusters Score -1.009255e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10092550.000000 Penalty: 5402.693359
	Iteration 26Q: 3 clusters Score -1.009255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53498 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -10092550.000000 Penalty: 5402.693359
	Iteration 27F: 3 clusters Score -1.009255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -527983.437500 Penalty: 1983.086670
	Iteration 0F: 2 clusters Score -527983.4 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 1467 members 
Entering Unmasked Estep 
Score: -524763.250000 Penalty: 3966.173340
	Iteration 0F: 3 clusters Score -524763.2 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -525451.125000 Penalty: 3966.173340
	Iteration 1F: 3 clusters Score -525451.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -525640.562500 Penalty: 3966.173340
	Iteration 2F: 3 clusters Score -525640.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -525775.750000 Penalty: 3966.173340
	Iteration 3Q: 3 clusters Score -525775.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -525960.312500 Penalty: 3966.173340
	Iteration 4Q: 3 clusters Score -525960.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -526135.375000 Penalty: 3966.173340
	Iteration 5Q: 3 clusters Score -526135.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -526296.875000 Penalty: 3966.173340
	Iteration 6Q: 3 clusters Score -526296.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -526427.937500 Penalty: 3966.173340
	Iteration 7Q: 3 clusters Score -526427.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -526560.875000 Penalty: 3966.173340
	Iteration 8Q: 3 clusters Score -526560.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -526715.000000 Penalty: 3966.173340
	Iteration 9Q: 3 clusters Score -526715 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -526889.687500 Penalty: 3966.173340
	Iteration 10Q: 3 clusters Score -526889.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -526999.250000 Penalty: 3966.173340
	Iteration 11Q: 3 clusters Score -526999.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -527069.625000 Penalty: 3966.173340
	Iteration 12Q: 3 clusters Score -527069.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -527122.250000 Penalty: 3966.173340
	Iteration 13Q: 3 clusters Score -527122.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -527150.937500 Penalty: 3966.173340
	Iteration 14Q: 3 clusters Score -527150.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -527169.250000 Penalty: 3966.173340
	Iteration 15Q: 3 clusters Score -527169.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -527179.500000 Penalty: 3966.173340
	Iteration 16Q: 3 clusters Score -527179.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -527187.750000 Penalty: 3966.173340
	Iteration 17Q: 3 clusters Score -527187.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -527191.437500 Penalty: 3966.173340
	Iteration 18Q: 3 clusters Score -527191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -527196.500000 Penalty: 3966.173340
	Iteration 19Q: 3 clusters Score -527196.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -527201.937500 Penalty: 3966.173340
	Iteration 20F: 3 clusters Score -527201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -527202.625000 Penalty: 3966.173340
	Iteration 21Q: 3 clusters Score -527202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -527206.250000 Penalty: 3966.173340
	Iteration 22Q: 3 clusters Score -527206.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -527208.312500 Penalty: 3966.173340
	Iteration 23Q: 3 clusters Score -527208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -527209.562500 Penalty: 3966.173340
	Iteration 24Q: 3 clusters Score -527209.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -527211.625000 Penalty: 3966.173340
	Iteration 25Q: 3 clusters Score -527211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -527213.437500 Penalty: 3966.173340
	Iteration 26Q: 3 clusters Score -527213.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -527213.562500 Penalty: 3966.173340
	Iteration 27Q: 3 clusters Score -527213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -527214.812500 Penalty: 3966.173340
	Iteration 28Q: 3 clusters Score -527214.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -527215.937500 Penalty: 3966.173340
	Iteration 29Q: 3 clusters Score -527215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -527216.125000 Penalty: 3966.173340
	Iteration 30Q: 3 clusters Score -527216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -527216.125000 Penalty: 3966.173340
	Iteration 31F: 3 clusters Score -527216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -113579.078125 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -113579.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -111908.117188 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -111908.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -112573.242188 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -112573.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -112873.242188 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -112873.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113101.914062 Penalty: 3353.740234
	Iteration 3F: 3 clusters Score -113101.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -113288.054688 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -113288.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -113398.257812 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -113398.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -113493.507812 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -113493.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -113574.078125 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -113574.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -113624.257812 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -113624.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -113670.890625 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -113670.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -113685.343750 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -113685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113699.507812 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -113699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113706.656250 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -113706.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -113725.914062 Penalty: 3353.740234
	Iteration 13F: 3 clusters Score -113725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -113745.898438 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -113745.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -113753.453125 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -113753.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113755.671875 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -113755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -113755.671875 Penalty: 3353.740234
	Iteration 17F: 3 clusters Score -113755.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 49350 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 43332 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47236 members 
Mstep: Class 10 contains 42078 members 
Mstep: Class 11 contains 25653 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 48833 members 
Mstep: Class 16 contains 53773 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 25415 members 
Mstep: Class 20 contains 50859 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 28773 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8803 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29554 members 
Mstep: Class 27 contains 26235 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49803 members 
Mstep: Class 30 contains 42946 members 
Mstep: Class 31 contains 374 members 
Entering Unmasked Estep 
Score: -137164496.000000 Penalty: 103966.859375
Splitting cluster 18 changes total score from -137167504.000000 to -137164496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Entering Unmasked Estep 
Score: -4763603.000000 Penalty: 2515.487549
	Iteration 0F: 2 clusters Score -4763603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -4746065.000000 Penalty: 5030.975098
	Iteration 0F: 3 clusters Score -4746065 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4752048.000000 Penalty: 5030.975098
	Iteration 1F: 3 clusters Score -4752048 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4752394.000000 Penalty: 5030.975098
	Iteration 2Q: 3 clusters Score -4752394 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4752691.500000 Penalty: 5030.975098
	Iteration 3Q: 3 clusters Score -4752692 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -4752958.500000 Penalty: 5030.975098
	Iteration 4Q: 3 clusters Score -4752958 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -4753220.000000 Penalty: 5030.975098
	Iteration 5Q: 3 clusters Score -4753220 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -4753517.500000 Penalty: 5030.975098
	Iteration 6Q: 3 clusters Score -4753518 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4753860.500000 Penalty: 5030.975098
	Iteration 7Q: 3 clusters Score -4753860 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -4754325.500000 Penalty: 5030.975098
	Iteration 8Q: 3 clusters Score -4754326 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -4754925.000000 Penalty: 5030.975098
	Iteration 9Q: 3 clusters Score -4754925 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4755695.500000 Penalty: 5030.975098
	Iteration 10Q: 3 clusters Score -4755696 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -4756591.000000 Penalty: 5030.975098
	Iteration 11Q: 3 clusters Score -4756591 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4757552.000000 Penalty: 5030.975098
	Iteration 12F: 3 clusters Score -4757552 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4758556.500000 Penalty: 5030.975098
	Iteration 13Q: 3 clusters Score -4758556 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4759412.000000 Penalty: 5030.975098
	Iteration 14Q: 3 clusters Score -4759412 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -4760003.500000 Penalty: 5030.975098
	Iteration 15Q: 3 clusters Score -4760004 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -4760507.000000 Penalty: 5030.975098
	Iteration 16Q: 3 clusters Score -4760507 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4760863.500000 Penalty: 5030.975098
	Iteration 17Q: 3 clusters Score -4760864 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4761056.500000 Penalty: 5030.975098
	Iteration 18Q: 3 clusters Score -4761056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -4761189.000000 Penalty: 5030.975098
	Iteration 19Q: 3 clusters Score -4761189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4761272.000000 Penalty: 5030.975098
	Iteration 20F: 3 clusters Score -4761272 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4761317.500000 Penalty: 5030.975098
	Iteration 21Q: 3 clusters Score -4761318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -4761353.500000 Penalty: 5030.975098
	Iteration 22Q: 3 clusters Score -4761354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -4761369.500000 Penalty: 5030.975098
	Iteration 23Q: 3 clusters Score -4761370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4761389.500000 Penalty: 5030.975098
	Iteration 24Q: 3 clusters Score -4761390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -4761401.000000 Penalty: 5030.975098
	Iteration 25Q: 3 clusters Score -4761401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4761409.000000 Penalty: 5030.975098
	Iteration 26Q: 3 clusters Score -4761409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -4761416.000000 Penalty: 5030.975098
	Iteration 27Q: 3 clusters Score -4761416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4761419.000000 Penalty: 5030.975098
	Iteration 28Q: 3 clusters Score -4761419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4761422.000000 Penalty: 5030.975098
	Iteration 29Q: 3 clusters Score -4761422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4761424.000000 Penalty: 5030.975098
	Iteration 30Q: 3 clusters Score -4761424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4761424.000000 Penalty: 5030.975098
	Iteration 31Q: 3 clusters Score -4761424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -4761424.000000 Penalty: 5030.975098
	Iteration 32Q: 3 clusters Score -4761424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -4761423.000000 Penalty: 5030.975098
	Iteration 33Q: 3 clusters Score -4761423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -4761425.000000 Penalty: 5030.975098
	Iteration 34Q: 3 clusters Score -4761425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -4761424.500000 Penalty: 5030.975098
	Iteration 35Q: 3 clusters Score -4761424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4761427.500000 Penalty: 5030.975098
	Iteration 36Q: 3 clusters Score -4761428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -4761422.500000 Penalty: 5030.975098
	Iteration 37Q: 3 clusters Score -4761422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4761424.000000 Penalty: 5030.975098
	Iteration 38Q: 3 clusters Score -4761424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -4761424.000000 Penalty: 5030.975098
	Iteration 39F: 3 clusters Score -4761424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Entering Unmasked Estep 
Score: -9558920.000000 Penalty: 2687.529297
	Iteration 0F: 2 clusters Score -9558920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -9527460.000000 Penalty: 5375.058594
	Iteration 0F: 3 clusters Score -9527460 nChanged 23482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -9540401.000000 Penalty: 5375.058594
	Iteration 1F: 3 clusters Score -9540401 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -9540849.000000 Penalty: 5375.058594
	Iteration 2Q: 3 clusters Score -9540849 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -9541264.000000 Penalty: 5375.058594
	Iteration 3Q: 3 clusters Score -9541264 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -9541724.000000 Penalty: 5375.058594
	Iteration 4Q: 3 clusters Score -9541724 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -9542202.000000 Penalty: 5375.058594
	Iteration 5Q: 3 clusters Score -9542202 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -9542884.000000 Penalty: 5375.058594
	Iteration 6Q: 3 clusters Score -9542884 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -9543923.000000 Penalty: 5375.058594
	Iteration 7Q: 3 clusters Score -9543923 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -9545586.000000 Penalty: 5375.058594
	Iteration 8F: 3 clusters Score -9545586 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -9548209.000000 Penalty: 5375.058594
	Iteration 9F: 3 clusters Score -9548209 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -9550894.000000 Penalty: 5375.058594
	Iteration 10F: 3 clusters Score -9550894 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -9552720.000000 Penalty: 5375.058594
	Iteration 11F: 3 clusters Score -9552720 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -9554970.000000 Penalty: 5375.058594
	Iteration 12Q: 3 clusters Score -9554970 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9555988.000000 Penalty: 5375.058594
	Iteration 13Q: 3 clusters Score -9555988 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9556366.000000 Penalty: 5375.058594
	Iteration 14Q: 3 clusters Score -9556366 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9556501.000000 Penalty: 5375.058594
	Iteration 15Q: 3 clusters Score -9556501 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9556577.000000 Penalty: 5375.058594
	Iteration 16Q: 3 clusters Score -9556577 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -9556601.000000 Penalty: 5375.058594
	Iteration 17Q: 3 clusters Score -9556601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9556634.000000 Penalty: 5375.058594
	Iteration 18Q: 3 clusters Score -9556634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9556636.000000 Penalty: 5375.058594
	Iteration 19Q: 3 clusters Score -9556636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9556658.000000 Penalty: 5375.058594
	Iteration 20F: 3 clusters Score -9556658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9556669.000000 Penalty: 5375.058594
	Iteration 21Q: 3 clusters Score -9556669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50578 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9556683.000000 Penalty: 5375.058594
	Iteration 22Q: 3 clusters Score -9556683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50585 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -9556682.000000 Penalty: 5375.058594
	Iteration 23Q: 3 clusters Score -9556682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9556699.000000 Penalty: 5375.058594
	Iteration 24Q: 3 clusters Score -9556699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9556699.000000 Penalty: 5375.058594
	Iteration 25Q: 3 clusters Score -9556699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9556704.000000 Penalty: 5375.058594
	Iteration 26Q: 3 clusters Score -9556704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9556708.000000 Penalty: 5375.058594
	Iteration 27Q: 3 clusters Score -9556708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9556717.000000 Penalty: 5375.058594
	Iteration 28Q: 3 clusters Score -9556717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50604 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9556736.000000 Penalty: 5375.058594
	Iteration 29Q: 3 clusters Score -9556736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9556733.000000 Penalty: 5375.058594
	Iteration 30Q: 3 clusters Score -9556733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9556733.000000 Penalty: 5375.058594
	Iteration 31F: 3 clusters Score -9556733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Entering Unmasked Estep 
Score: -1717412.375000 Penalty: 2265.552979
	Iteration 0F: 2 clusters Score -1717412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1710238.500000 Penalty: 4531.105957
	Iteration 0F: 3 clusters Score -1710238 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1712328.250000 Penalty: 4531.105957
	Iteration 1F: 3 clusters Score -1712328 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1712639.625000 Penalty: 4531.105957
	Iteration 2F: 3 clusters Score -1712640 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1712938.500000 Penalty: 4531.105957
	Iteration 3F: 3 clusters Score -1712938 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1713212.125000 Penalty: 4531.105957
	Iteration 4Q: 3 clusters Score -1713212 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1713441.625000 Penalty: 4531.105957
	Iteration 5Q: 3 clusters Score -1713442 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1713641.250000 Penalty: 4531.105957
	Iteration 6Q: 3 clusters Score -1713641 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1713838.875000 Penalty: 4531.105957
	Iteration 7Q: 3 clusters Score -1713839 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1714026.500000 Penalty: 4531.105957
	Iteration 8Q: 3 clusters Score -1714026 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1714229.125000 Penalty: 4531.105957
	Iteration 9Q: 3 clusters Score -1714229 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1714446.875000 Penalty: 4531.105957
	Iteration 10Q: 3 clusters Score -1714447 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1714693.500000 Penalty: 4531.105957
	Iteration 11Q: 3 clusters Score -1714694 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1714956.375000 Penalty: 4531.105957
	Iteration 12Q: 3 clusters Score -1714956 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1715229.375000 Penalty: 4531.105957
	Iteration 13Q: 3 clusters Score -1715229 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1715404.500000 Penalty: 4531.105957
	Iteration 14Q: 3 clusters Score -1715404 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1715517.125000 Penalty: 4531.105957
	Iteration 15Q: 3 clusters Score -1715517 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1715595.875000 Penalty: 4531.105957
	Iteration 16Q: 3 clusters Score -1715596 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1715642.125000 Penalty: 4531.105957
	Iteration 17Q: 3 clusters Score -1715642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1715674.125000 Penalty: 4531.105957
	Iteration 18Q: 3 clusters Score -1715674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1715694.750000 Penalty: 4531.105957
	Iteration 19Q: 3 clusters Score -1715695 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1715709.375000 Penalty: 4531.105957
	Iteration 20F: 3 clusters Score -1715709 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1715724.500000 Penalty: 4531.105957
	Iteration 21Q: 3 clusters Score -1715724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1715730.000000 Penalty: 4531.105957
	Iteration 22Q: 3 clusters Score -1715730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1715734.500000 Penalty: 4531.105957
	Iteration 23Q: 3 clusters Score -1715734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1715740.875000 Penalty: 4531.105957
	Iteration 24Q: 3 clusters Score -1715741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1715748.750000 Penalty: 4531.105957
	Iteration 25Q: 3 clusters Score -1715749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1715753.375000 Penalty: 4531.105957
	Iteration 26Q: 3 clusters Score -1715753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1715761.375000 Penalty: 4531.105957
	Iteration 27Q: 3 clusters Score -1715761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1715761.750000 Penalty: 4531.105957
	Iteration 28Q: 3 clusters Score -1715762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1715768.250000 Penalty: 4531.105957
	Iteration 29Q: 3 clusters Score -1715768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1715768.750000 Penalty: 4531.105957
	Iteration 30Q: 3 clusters Score -1715769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1715769.875000 Penalty: 4531.105957
	Iteration 31Q: 3 clusters Score -1715770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1715770.875000 Penalty: 4531.105957
	Iteration 32Q: 3 clusters Score -1715771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1715769.375000 Penalty: 4531.105957
	Iteration 33Q: 3 clusters Score -1715769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1715769.250000 Penalty: 4531.105957
	Iteration 34Q: 3 clusters Score -1715769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1715770.000000 Penalty: 4531.105957
	Iteration 35Q: 3 clusters Score -1715770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1715771.750000 Penalty: 4531.105957
	Iteration 36Q: 3 clusters Score -1715772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1715770.625000 Penalty: 4531.105957
	Iteration 37Q: 3 clusters Score -1715771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1715770.625000 Penalty: 4531.105957
	Iteration 38F: 3 clusters Score -1715771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Entering Unmasked Estep 
Score: -5227901.000000 Penalty: 2546.263916
	Iteration 0F: 2 clusters Score -5227901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5208206.000000 Penalty: 5092.527832
	Iteration 0F: 3 clusters Score -5208206 nChanged 12829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5214948.500000 Penalty: 5092.527832
	Iteration 1F: 3 clusters Score -5214948 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5215351.500000 Penalty: 5092.527832
	Iteration 2Q: 3 clusters Score -5215352 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5215683.500000 Penalty: 5092.527832
	Iteration 3Q: 3 clusters Score -5215684 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -5216028.000000 Penalty: 5092.527832
	Iteration 4Q: 3 clusters Score -5216028 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5216398.000000 Penalty: 5092.527832
	Iteration 5Q: 3 clusters Score -5216398 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -5216925.500000 Penalty: 5092.527832
	Iteration 6Q: 3 clusters Score -5216926 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -5217681.000000 Penalty: 5092.527832
	Iteration 7Q: 3 clusters Score -5217681 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -5218709.500000 Penalty: 5092.527832
	Iteration 8F: 3 clusters Score -5218710 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -5219919.000000 Penalty: 5092.527832
	Iteration 9F: 3 clusters Score -5219919 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5221198.000000 Penalty: 5092.527832
	Iteration 10F: 3 clusters Score -5221198 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -5222448.500000 Penalty: 5092.527832
	Iteration 11F: 3 clusters Score -5222448 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -5223525.500000 Penalty: 5092.527832
	Iteration 12Q: 3 clusters Score -5223526 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -5224345.000000 Penalty: 5092.527832
	Iteration 13Q: 3 clusters Score -5224345 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -5224905.000000 Penalty: 5092.527832
	Iteration 14Q: 3 clusters Score -5224905 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5225292.000000 Penalty: 5092.527832
	Iteration 15Q: 3 clusters Score -5225292 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5225659.000000 Penalty: 5092.527832
	Iteration 16Q: 3 clusters Score -5225659 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5225879.000000 Penalty: 5092.527832
	Iteration 17Q: 3 clusters Score -5225879 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -5225969.500000 Penalty: 5092.527832
	Iteration 18Q: 3 clusters Score -5225970 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -5225995.000000 Penalty: 5092.527832
	Iteration 19Q: 3 clusters Score -5225995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -5226007.000000 Penalty: 5092.527832
	Iteration 20F: 3 clusters Score -5226007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -5226018.500000 Penalty: 5092.527832
	Iteration 21Q: 3 clusters Score -5226018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5226020.500000 Penalty: 5092.527832
	Iteration 22Q: 3 clusters Score -5226020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5226030.000000 Penalty: 5092.527832
	Iteration 23Q: 3 clusters Score -5226030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -5226027.000000 Penalty: 5092.527832
	Iteration 24Q: 3 clusters Score -5226027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5226029.500000 Penalty: 5092.527832
	Iteration 25Q: 3 clusters Score -5226030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -5226027.500000 Penalty: 5092.527832
	Iteration 26Q: 3 clusters Score -5226028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5226033.500000 Penalty: 5092.527832
	Iteration 27Q: 3 clusters Score -5226034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -5226034.500000 Penalty: 5092.527832
	Iteration 28Q: 3 clusters Score -5226034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -5226036.000000 Penalty: 5092.527832
	Iteration 29Q: 3 clusters Score -5226036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -5226040.000000 Penalty: 5092.527832
	Iteration 30Q: 3 clusters Score -5226040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -5226040.000000 Penalty: 5092.527832
	Iteration 31F: 3 clusters Score -5226040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -437331.937500 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -437331.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -434425.812500 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -434425.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -435050.375000 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -435050.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -435206.812500 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -435206.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -435281.062500 Penalty: 3885.858643
	Iteration 3Q: 3 clusters Score -435281.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -435319.875000 Penalty: 3885.858643
	Iteration 4Q: 3 clusters Score -435319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -435342.656250 Penalty: 3885.858643
	Iteration 5Q: 3 clusters Score -435342.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -435370.031250 Penalty: 3885.858643
	Iteration 6Q: 3 clusters Score -435370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -435397.000000 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -435397 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -435428.031250 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -435428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -435460.187500 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -435460.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -435501.656250 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -435501.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -435569.218750 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -435569.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -435684.750000 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -435684.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -435847.093750 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -435847.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -436024.062500 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -436024.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -436225.375000 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -436225.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -436401.906250 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -436401.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -436530.218750 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -436530.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -436579.625000 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -436579.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -436614.781250 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -436614.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -436641.031250 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -436641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -436666.812500 Penalty: 3885.858643
	Iteration 21Q: 3 clusters Score -436666.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -436692.968750 Penalty: 3885.858643
	Iteration 22Q: 3 clusters Score -436693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -436707.531250 Penalty: 3885.858643
	Iteration 23Q: 3 clusters Score -436707.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -436723.187500 Penalty: 3885.858643
	Iteration 24Q: 3 clusters Score -436723.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -436741.312500 Penalty: 3885.858643
	Iteration 25Q: 3 clusters Score -436741.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -436754.625000 Penalty: 3885.858643
	Iteration 26Q: 3 clusters Score -436754.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -436766.156250 Penalty: 3885.858643
	Iteration 27Q: 3 clusters Score -436766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -436772.312500 Penalty: 3885.858643
	Iteration 28Q: 3 clusters Score -436772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -436773.812500 Penalty: 3885.858643
	Iteration 29Q: 3 clusters Score -436773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -436777.375000 Penalty: 3885.858643
	Iteration 30Q: 3 clusters Score -436777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -436779.656250 Penalty: 3885.858643
	Iteration 31Q: 3 clusters Score -436779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -436781.750000 Penalty: 3885.858643
	Iteration 32Q: 3 clusters Score -436781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -436783.531250 Penalty: 3885.858643
	Iteration 33Q: 3 clusters Score -436783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -436786.281250 Penalty: 3885.858643
	Iteration 34Q: 3 clusters Score -436786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436787.437500 Penalty: 3885.858643
	Iteration 35Q: 3 clusters Score -436787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436787.718750 Penalty: 3885.858643
	Iteration 36Q: 3 clusters Score -436787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -436787.937500 Penalty: 3885.858643
	Iteration 37Q: 3 clusters Score -436787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436789.187500 Penalty: 3885.858643
	Iteration 38Q: 3 clusters Score -436789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -436789.187500 Penalty: 3885.858643
	Iteration 39F: 3 clusters Score -436789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Entering Unmasked Estep 
Score: -1642313.750000 Penalty: 2252.546143
	Iteration 0F: 2 clusters Score -1642314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1635414.000000 Penalty: 4505.092285
	Iteration 0F: 3 clusters Score -1635414 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1637286.000000 Penalty: 4505.092285
	Iteration 1F: 3 clusters Score -1637286 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1637572.500000 Penalty: 4505.092285
	Iteration 2F: 3 clusters Score -1637572 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1637818.375000 Penalty: 4505.092285
	Iteration 3F: 3 clusters Score -1637818 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1638089.125000 Penalty: 4505.092285
	Iteration 4Q: 3 clusters Score -1638089 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1638419.250000 Penalty: 4505.092285
	Iteration 5Q: 3 clusters Score -1638419 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1638777.625000 Penalty: 4505.092285
	Iteration 6F: 3 clusters Score -1638778 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1639102.750000 Penalty: 4505.092285
	Iteration 7F: 3 clusters Score -1639103 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1639404.875000 Penalty: 4505.092285
	Iteration 8Q: 3 clusters Score -1639405 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1639688.750000 Penalty: 4505.092285
	Iteration 9Q: 3 clusters Score -1639689 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1640003.500000 Penalty: 4505.092285
	Iteration 10Q: 3 clusters Score -1640004 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1640314.125000 Penalty: 4505.092285
	Iteration 11Q: 3 clusters Score -1640314 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1640536.500000 Penalty: 4505.092285
	Iteration 12Q: 3 clusters Score -1640536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1640718.500000 Penalty: 4505.092285
	Iteration 13Q: 3 clusters Score -1640718 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1640858.000000 Penalty: 4505.092285
	Iteration 14Q: 3 clusters Score -1640858 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1640931.375000 Penalty: 4505.092285
	Iteration 15Q: 3 clusters Score -1640931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1640973.125000 Penalty: 4505.092285
	Iteration 16Q: 3 clusters Score -1640973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1640995.750000 Penalty: 4505.092285
	Iteration 17Q: 3 clusters Score -1640996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1641012.750000 Penalty: 4505.092285
	Iteration 18Q: 3 clusters Score -1641013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1641021.750000 Penalty: 4505.092285
	Iteration 19Q: 3 clusters Score -1641022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1641025.000000 Penalty: 4505.092285
	Iteration 20F: 3 clusters Score -1641025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1641026.625000 Penalty: 4505.092285
	Iteration 21Q: 3 clusters Score -1641027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1641025.000000 Penalty: 4505.092285
	Iteration 22Q: 3 clusters Score -1641025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1641028.875000 Penalty: 4505.092285
	Iteration 23Q: 3 clusters Score -1641029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1641032.375000 Penalty: 4505.092285
	Iteration 24Q: 3 clusters Score -1641032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1641032.250000 Penalty: 4505.092285
	Iteration 25Q: 3 clusters Score -1641032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1641032.500000 Penalty: 4505.092285
	Iteration 26Q: 3 clusters Score -1641032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1641029.875000 Penalty: 4505.092285
	Iteration 27Q: 3 clusters Score -1641030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1641030.375000 Penalty: 4505.092285
	Iteration 28Q: 3 clusters Score -1641030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1641029.750000 Penalty: 4505.092285
	Iteration 29Q: 3 clusters Score -1641030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1641031.000000 Penalty: 4505.092285
	Iteration 30Q: 3 clusters Score -1641031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1641033.625000 Penalty: 4505.092285
	Iteration 31Q: 3 clusters Score -1641034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1641033.625000 Penalty: 4505.092285
	Iteration 32F: 3 clusters Score -1641034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -45983.105469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -45983.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -44541.179688 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -44541.18 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44827.824219 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -44827.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44975.195312 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -44975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45077.937500 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -45077.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45144.417969 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -45144.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45178.320312 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -45178.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45210.753906 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -45210.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45224.136719 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -45224.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45232.144531 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -45232.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45235.281250 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -45235.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45245.472656 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -45245.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45245.640625 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -45245.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45260.136719 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -45260.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45262.632812 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -45262.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45264.816406 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -45264.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45264.816406 Penalty: 3012.230225
	Iteration 15F: 3 clusters Score -45264.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (29554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Entering Unmasked Estep 
Score: -5545483.500000 Penalty: 2552.905518
	Iteration 0F: 2 clusters Score -5545484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5525270.000000 Penalty: 5105.811035
	Iteration 0F: 3 clusters Score -5525270 nChanged 13214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -5532524.000000 Penalty: 5105.811035
	Iteration 1F: 3 clusters Score -5532524 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5532945.000000 Penalty: 5105.811035
	Iteration 2Q: 3 clusters Score -5532945 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5533420.500000 Penalty: 5105.811035
	Iteration 3Q: 3 clusters Score -5533420 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -5533984.000000 Penalty: 5105.811035
	Iteration 4Q: 3 clusters Score -5533984 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -5534785.000000 Penalty: 5105.811035
	Iteration 5Q: 3 clusters Score -5534785 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -5535788.500000 Penalty: 5105.811035
	Iteration 6F: 3 clusters Score -5535788 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -5537169.000000 Penalty: 5105.811035
	Iteration 7F: 3 clusters Score -5537169 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5538637.500000 Penalty: 5105.811035
	Iteration 8F: 3 clusters Score -5538638 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5539835.500000 Penalty: 5105.811035
	Iteration 9Q: 3 clusters Score -5539836 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -5540777.000000 Penalty: 5105.811035
	Iteration 10Q: 3 clusters Score -5540777 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -5541417.000000 Penalty: 5105.811035
	Iteration 11Q: 3 clusters Score -5541417 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -5541832.000000 Penalty: 5105.811035
	Iteration 12Q: 3 clusters Score -5541832 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -5542131.500000 Penalty: 5105.811035
	Iteration 13Q: 3 clusters Score -5542132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -5542368.500000 Penalty: 5105.811035
	Iteration 14Q: 3 clusters Score -5542368 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -5542534.500000 Penalty: 5105.811035
	Iteration 15Q: 3 clusters Score -5542534 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -5542632.500000 Penalty: 5105.811035
	Iteration 16Q: 3 clusters Score -5542632 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -5542730.000000 Penalty: 5105.811035
	Iteration 17Q: 3 clusters Score -5542730 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -5542827.000000 Penalty: 5105.811035
	Iteration 18Q: 3 clusters Score -5542827 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5542880.000000 Penalty: 5105.811035
	Iteration 19Q: 3 clusters Score -5542880 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5542940.000000 Penalty: 5105.811035
	Iteration 20F: 3 clusters Score -5542940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5542954.000000 Penalty: 5105.811035
	Iteration 21Q: 3 clusters Score -5542954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -5542999.000000 Penalty: 5105.811035
	Iteration 22Q: 3 clusters Score -5542999 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5543036.000000 Penalty: 5105.811035
	Iteration 23Q: 3 clusters Score -5543036 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5543068.500000 Penalty: 5105.811035
	Iteration 24Q: 3 clusters Score -5543068 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -5543088.500000 Penalty: 5105.811035
	Iteration 25Q: 3 clusters Score -5543088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -5543114.500000 Penalty: 5105.811035
	Iteration 26Q: 3 clusters Score -5543114 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5543118.000000 Penalty: 5105.811035
	Iteration 27Q: 3 clusters Score -5543118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -5543137.500000 Penalty: 5105.811035
	Iteration 28Q: 3 clusters Score -5543138 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5543164.000000 Penalty: 5105.811035
	Iteration 29Q: 3 clusters Score -5543164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -5543181.000000 Penalty: 5105.811035
	Iteration 30Q: 3 clusters Score -5543181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5543186.000000 Penalty: 5105.811035
	Iteration 31Q: 3 clusters Score -5543186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -5543195.500000 Penalty: 5105.811035
	Iteration 32Q: 3 clusters Score -5543196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -5543201.500000 Penalty: 5105.811035
	Iteration 33Q: 3 clusters Score -5543202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -5543196.000000 Penalty: 5105.811035
	Iteration 34Q: 3 clusters Score -5543196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5543198.000000 Penalty: 5105.811035
	Iteration 35Q: 3 clusters Score -5543198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5543203.000000 Penalty: 5105.811035
	Iteration 36Q: 3 clusters Score -5543203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -5543204.000000 Penalty: 5105.811035
	Iteration 37Q: 3 clusters Score -5543204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5543211.500000 Penalty: 5105.811035
	Iteration 38Q: 3 clusters Score -5543212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -5543210.000000 Penalty: 5105.811035
	Iteration 39Q: 3 clusters Score -5543210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -5543209.000000 Penalty: 5105.811035
	Iteration 40F: 3 clusters Score -5543209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -5543209.500000 Penalty: 5105.811035
	Iteration 41Q: 3 clusters Score -5543210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -5543209.500000 Penalty: 5105.811035
	Iteration 42Q: 3 clusters Score -5543210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5543215.500000 Penalty: 5105.811035
	Iteration 43Q: 3 clusters Score -5543216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -5543216.000000 Penalty: 5105.811035
	Iteration 44Q: 3 clusters Score -5543216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -5543212.500000 Penalty: 5105.811035
	Iteration 45Q: 3 clusters Score -5543212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -5543217.500000 Penalty: 5105.811035
	Iteration 46Q: 3 clusters Score -5543218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5543216.500000 Penalty: 5105.811035
	Iteration 47Q: 3 clusters Score -5543216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5543215.500000 Penalty: 5105.811035
	Iteration 48Q: 3 clusters Score -5543216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -5543220.500000 Penalty: 5105.811035
	Iteration 49Q: 3 clusters Score -5543220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5543221.000000 Penalty: 5105.811035
	Iteration 50Q: 3 clusters Score -5543221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -5543221.000000 Penalty: 5105.811035
	Iteration 51F: 3 clusters Score -5543221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (26235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Entering Unmasked Estep 
Score: -4877825.000000 Penalty: 2523.362793
	Iteration 0F: 2 clusters Score -4877825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4859756.000000 Penalty: 5046.725586
	Iteration 0F: 3 clusters Score -4859756 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4866087.500000 Penalty: 5046.725586
	Iteration 1F: 3 clusters Score -4866088 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4866520.000000 Penalty: 5046.725586
	Iteration 2Q: 3 clusters Score -4866520 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4866903.000000 Penalty: 5046.725586
	Iteration 3Q: 3 clusters Score -4866903 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -4867184.500000 Penalty: 5046.725586
	Iteration 4Q: 3 clusters Score -4867184 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4867461.000000 Penalty: 5046.725586
	Iteration 5Q: 3 clusters Score -4867461 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -4867731.500000 Penalty: 5046.725586
	Iteration 6Q: 3 clusters Score -4867732 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -4868049.000000 Penalty: 5046.725586
	Iteration 7Q: 3 clusters Score -4868049 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4868395.500000 Penalty: 5046.725586
	Iteration 8Q: 3 clusters Score -4868396 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -4868789.500000 Penalty: 5046.725586
	Iteration 9Q: 3 clusters Score -4868790 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -4869244.000000 Penalty: 5046.725586
	Iteration 10Q: 3 clusters Score -4869244 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -4869762.000000 Penalty: 5046.725586
	Iteration 11Q: 3 clusters Score -4869762 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4870343.500000 Penalty: 5046.725586
	Iteration 12Q: 3 clusters Score -4870344 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -4870957.500000 Penalty: 5046.725586
	Iteration 13Q: 3 clusters Score -4870958 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -4871582.500000 Penalty: 5046.725586
	Iteration 14Q: 3 clusters Score -4871582 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4872025.000000 Penalty: 5046.725586
	Iteration 15Q: 3 clusters Score -4872025 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -4872337.000000 Penalty: 5046.725586
	Iteration 16Q: 3 clusters Score -4872337 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -4872553.500000 Penalty: 5046.725586
	Iteration 17Q: 3 clusters Score -4872554 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -4872714.000000 Penalty: 5046.725586
	Iteration 18Q: 3 clusters Score -4872714 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -4872882.500000 Penalty: 5046.725586
	Iteration 19Q: 3 clusters Score -4872882 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -4873097.500000 Penalty: 5046.725586
	Iteration 20F: 3 clusters Score -4873098 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4873315.000000 Penalty: 5046.725586
	Iteration 21Q: 3 clusters Score -4873315 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4873575.000000 Penalty: 5046.725586
	Iteration 22Q: 3 clusters Score -4873575 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -4873844.500000 Penalty: 5046.725586
	Iteration 23Q: 3 clusters Score -4873844 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4874077.500000 Penalty: 5046.725586
	Iteration 24Q: 3 clusters Score -4874078 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -4874279.500000 Penalty: 5046.725586
	Iteration 25Q: 3 clusters Score -4874280 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -4874446.000000 Penalty: 5046.725586
	Iteration 26Q: 3 clusters Score -4874446 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4874561.500000 Penalty: 5046.725586
	Iteration 27Q: 3 clusters Score -4874562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -4874664.000000 Penalty: 5046.725586
	Iteration 28Q: 3 clusters Score -4874664 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -4874767.500000 Penalty: 5046.725586
	Iteration 29Q: 3 clusters Score -4874768 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -4874831.000000 Penalty: 5046.725586
	Iteration 30Q: 3 clusters Score -4874831 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -4874903.000000 Penalty: 5046.725586
	Iteration 31Q: 3 clusters Score -4874903 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -4874967.000000 Penalty: 5046.725586
	Iteration 32Q: 3 clusters Score -4874967 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4875037.500000 Penalty: 5046.725586
	Iteration 33Q: 3 clusters Score -4875038 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -4875084.000000 Penalty: 5046.725586
	Iteration 34Q: 3 clusters Score -4875084 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4875140.500000 Penalty: 5046.725586
	Iteration 35Q: 3 clusters Score -4875140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4875182.500000 Penalty: 5046.725586
	Iteration 36Q: 3 clusters Score -4875182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4875200.000000 Penalty: 5046.725586
	Iteration 37Q: 3 clusters Score -4875200 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -4875223.500000 Penalty: 5046.725586
	Iteration 38Q: 3 clusters Score -4875224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -4875259.500000 Penalty: 5046.725586
	Iteration 39Q: 3 clusters Score -4875260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4875282.500000 Penalty: 5046.725586
	Iteration 40F: 3 clusters Score -4875282 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4875321.000000 Penalty: 5046.725586
	Iteration 41Q: 3 clusters Score -4875321 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4875337.000000 Penalty: 5046.725586
	Iteration 42Q: 3 clusters Score -4875337 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -4875351.000000 Penalty: 5046.725586
	Iteration 43Q: 3 clusters Score -4875351 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4875362.500000 Penalty: 5046.725586
	Iteration 44Q: 3 clusters Score -4875362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4875382.000000 Penalty: 5046.725586
	Iteration 45Q: 3 clusters Score -4875382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4875404.000000 Penalty: 5046.725586
	Iteration 46Q: 3 clusters Score -4875404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4875421.500000 Penalty: 5046.725586
	Iteration 47Q: 3 clusters Score -4875422 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4875455.000000 Penalty: 5046.725586
	Iteration 48Q: 3 clusters Score -4875455 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4875463.500000 Penalty: 5046.725586
	Iteration 49Q: 3 clusters Score -4875464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4875473.500000 Penalty: 5046.725586
	Iteration 50Q: 3 clusters Score -4875474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4875481.000000 Penalty: 5046.725586
	Iteration 51Q: 3 clusters Score -4875481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -4875515.000000 Penalty: 5046.725586
	Iteration 52Q: 3 clusters Score -4875515 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4875521.500000 Penalty: 5046.725586
	Iteration 53Q: 3 clusters Score -4875522 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4875526.500000 Penalty: 5046.725586
	Iteration 54Q: 3 clusters Score -4875526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4875538.000000 Penalty: 5046.725586
	Iteration 55Q: 3 clusters Score -4875538 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -4875544.500000 Penalty: 5046.725586
	Iteration 56Q: 3 clusters Score -4875544 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4875544.000000 Penalty: 5046.725586
	Iteration 57Q: 3 clusters Score -4875544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4875558.500000 Penalty: 5046.725586
	Iteration 58Q: 3 clusters Score -4875558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -4875563.500000 Penalty: 5046.725586
	Iteration 59Q: 3 clusters Score -4875564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4875571.500000 Penalty: 5046.725586
	Iteration 60F: 3 clusters Score -4875572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4875579.000000 Penalty: 5046.725586
	Iteration 61Q: 3 clusters Score -4875579 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4875587.500000 Penalty: 5046.725586
	Iteration 62Q: 3 clusters Score -4875588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -4875589.000000 Penalty: 5046.725586
	Iteration 63Q: 3 clusters Score -4875589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4875601.500000 Penalty: 5046.725586
	Iteration 64Q: 3 clusters Score -4875602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4875605.000000 Penalty: 5046.725586
	Iteration 65Q: 3 clusters Score -4875605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -4875603.500000 Penalty: 5046.725586
	Iteration 66Q: 3 clusters Score -4875604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4875611.500000 Penalty: 5046.725586
	Iteration 67Q: 3 clusters Score -4875612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4875618.000000 Penalty: 5046.725586
	Iteration 68Q: 3 clusters Score -4875618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4875625.000000 Penalty: 5046.725586
	Iteration 69Q: 3 clusters Score -4875625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4875626.000000 Penalty: 5046.725586
	Iteration 70Q: 3 clusters Score -4875626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4875634.000000 Penalty: 5046.725586
	Iteration 71Q: 3 clusters Score -4875634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4875639.500000 Penalty: 5046.725586
	Iteration 72Q: 3 clusters Score -4875640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4875653.000000 Penalty: 5046.725586
	Iteration 73Q: 3 clusters Score -4875653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4875650.000000 Penalty: 5046.725586
	Iteration 74Q: 3 clusters Score -4875650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4875648.000000 Penalty: 5046.725586
	Iteration 75Q: 3 clusters Score -4875648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4875652.500000 Penalty: 5046.725586
	Iteration 76Q: 3 clusters Score -4875652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4875661.500000 Penalty: 5046.725586
	Iteration 77Q: 3 clusters Score -4875662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4875663.000000 Penalty: 5046.725586
	Iteration 78Q: 3 clusters Score -4875663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4875657.000000 Penalty: 5046.725586
	Iteration 79Q: 3 clusters Score -4875657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4875655.500000 Penalty: 5046.725586
	Iteration 80F: 3 clusters Score -4875656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4875657.500000 Penalty: 5046.725586
	Iteration 81Q: 3 clusters Score -4875658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4875663.000000 Penalty: 5046.725586
	Iteration 82Q: 3 clusters Score -4875663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4875663.000000 Penalty: 5046.725586
	Iteration 83F: 3 clusters Score -4875663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16237.710938 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16237.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -16396.046875 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16396.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -16438.478516 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16438.48 nChanged 3
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: -16454.074219 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16454.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16456.769531 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16456.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -16456.769531 Penalty: 2675.239258
	Iteration 5F: 3 clusters Score -16456.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Entering Unmasked Estep 
Score: -9386198.000000 Penalty: 2682.325928
	Iteration 0F: 2 clusters Score -9386198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9355426.000000 Penalty: 5364.651855
	Iteration 0F: 3 clusters Score -9355426 nChanged 23090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9368117.000000 Penalty: 5364.651855
	Iteration 1F: 3 clusters Score -9368117 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -9368684.000000 Penalty: 5364.651855
	Iteration 2Q: 3 clusters Score -9368684 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9369052.000000 Penalty: 5364.651855
	Iteration 3Q: 3 clusters Score -9369052 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -9369520.000000 Penalty: 5364.651855
	Iteration 4Q: 3 clusters Score -9369520 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -9369876.000000 Penalty: 5364.651855
	Iteration 5Q: 3 clusters Score -9369876 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -9370269.000000 Penalty: 5364.651855
	Iteration 6Q: 3 clusters Score -9370269 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -9370712.000000 Penalty: 5364.651855
	Iteration 7Q: 3 clusters Score -9370712 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -9371238.000000 Penalty: 5364.651855
	Iteration 8Q: 3 clusters Score -9371238 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -9371939.000000 Penalty: 5364.651855
	Iteration 9Q: 3 clusters Score -9371939 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -9372711.000000 Penalty: 5364.651855
	Iteration 10Q: 3 clusters Score -9372711 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -9373616.000000 Penalty: 5364.651855
	Iteration 11Q: 3 clusters Score -9373616 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -9374830.000000 Penalty: 5364.651855
	Iteration 12Q: 3 clusters Score -9374830 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -9376262.000000 Penalty: 5364.651855
	Iteration 13Q: 3 clusters Score -9376262 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9377844.000000 Penalty: 5364.651855
	Iteration 14Q: 3 clusters Score -9377844 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -9379227.000000 Penalty: 5364.651855
	Iteration 15Q: 3 clusters Score -9379227 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -9379979.000000 Penalty: 5364.651855
	Iteration 16Q: 3 clusters Score -9379979 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -9380508.000000 Penalty: 5364.651855
	Iteration 17Q: 3 clusters Score -9380508 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -9380876.000000 Penalty: 5364.651855
	Iteration 18Q: 3 clusters Score -9380876 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -9381316.000000 Penalty: 5364.651855
	Iteration 19Q: 3 clusters Score -9381316 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -9381671.000000 Penalty: 5364.651855
	Iteration 20F: 3 clusters Score -9381671 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -9382140.000000 Penalty: 5364.651855
	Iteration 21Q: 3 clusters Score -9382140 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -9382645.000000 Penalty: 5364.651855
	Iteration 22Q: 3 clusters Score -9382645 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -9383064.000000 Penalty: 5364.651855
	Iteration 23Q: 3 clusters Score -9383064 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -9383456.000000 Penalty: 5364.651855
	Iteration 24Q: 3 clusters Score -9383456 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -9383814.000000 Penalty: 5364.651855
	Iteration 25Q: 3 clusters Score -9383814 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -9384090.000000 Penalty: 5364.651855
	Iteration 26Q: 3 clusters Score -9384090 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -9384386.000000 Penalty: 5364.651855
	Iteration 27Q: 3 clusters Score -9384386 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -9384568.000000 Penalty: 5364.651855
	Iteration 28Q: 3 clusters Score -9384568 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -9384738.000000 Penalty: 5364.651855
	Iteration 29Q: 3 clusters Score -9384738 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -9384802.000000 Penalty: 5364.651855
	Iteration 30Q: 3 clusters Score -9384802 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -9384916.000000 Penalty: 5364.651855
	Iteration 31Q: 3 clusters Score -9384916 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9384981.000000 Penalty: 5364.651855
	Iteration 32Q: 3 clusters Score -9384981 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -9385089.000000 Penalty: 5364.651855
	Iteration 33Q: 3 clusters Score -9385089 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 35872 members 
Entering Unmasked Estep 
Score: -9385150.000000 Penalty: 5364.651855
	Iteration 34Q: 3 clusters Score -9385150 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -9385165.000000 Penalty: 5364.651855
	Iteration 35Q: 3 clusters Score -9385165 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -9385183.000000 Penalty: 5364.651855
	Iteration 36Q: 3 clusters Score -9385183 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -9385241.000000 Penalty: 5364.651855
	Iteration 37Q: 3 clusters Score -9385241 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -9385226.000000 Penalty: 5364.651855
	Iteration 38Q: 3 clusters Score -9385226 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -9385249.000000 Penalty: 5364.651855
	Iteration 39Q: 3 clusters Score -9385249 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -9385301.000000 Penalty: 5364.651855
	Iteration 40F: 3 clusters Score -9385301 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9385365.000000 Penalty: 5364.651855
	Iteration 41Q: 3 clusters Score -9385365 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -9385372.000000 Penalty: 5364.651855
	Iteration 42Q: 3 clusters Score -9385372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -9385384.000000 Penalty: 5364.651855
	Iteration 43Q: 3 clusters Score -9385384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -9385391.000000 Penalty: 5364.651855
	Iteration 44Q: 3 clusters Score -9385391 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9385411.000000 Penalty: 5364.651855
	Iteration 45Q: 3 clusters Score -9385411 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -9385429.000000 Penalty: 5364.651855
	Iteration 46Q: 3 clusters Score -9385429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -9385448.000000 Penalty: 5364.651855
	Iteration 47Q: 3 clusters Score -9385448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -9385446.000000 Penalty: 5364.651855
	Iteration 48Q: 3 clusters Score -9385446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9385445.000000 Penalty: 5364.651855
	Iteration 49Q: 3 clusters Score -9385445 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -9385459.000000 Penalty: 5364.651855
	Iteration 50Q: 3 clusters Score -9385459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -9385455.000000 Penalty: 5364.651855
	Iteration 51Q: 3 clusters Score -9385455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -9385452.000000 Penalty: 5364.651855
	Iteration 52Q: 3 clusters Score -9385452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -9385447.000000 Penalty: 5364.651855
	Iteration 53Q: 3 clusters Score -9385447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -9385439.000000 Penalty: 5364.651855
	Iteration 54Q: 3 clusters Score -9385439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -9385431.000000 Penalty: 5364.651855
	Iteration 55Q: 3 clusters Score -9385431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -9385433.000000 Penalty: 5364.651855
	Iteration 56Q: 3 clusters Score -9385433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -9385440.000000 Penalty: 5364.651855
	Iteration 57Q: 3 clusters Score -9385440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -9385447.000000 Penalty: 5364.651855
	Iteration 58Q: 3 clusters Score -9385447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -9385448.000000 Penalty: 5364.651855
	Iteration 59Q: 3 clusters Score -9385448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -9385450.000000 Penalty: 5364.651855
	Iteration 60F: 3 clusters Score -9385450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (42946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Entering Unmasked Estep 
Score: -8063536.500000 Penalty: 2645.589355
	Iteration 0F: 2 clusters Score -8063536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -8036091.500000 Penalty: 5291.178711
	Iteration 0F: 3 clusters Score -8036092 nChanged 19585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -8046831.500000 Penalty: 5291.178711
	Iteration 1F: 3 clusters Score -8046832 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -8047302.500000 Penalty: 5291.178711
	Iteration 2Q: 3 clusters Score -8047302 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8047835.000000 Penalty: 5291.178711
	Iteration 3Q: 3 clusters Score -8047835 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -8048263.500000 Penalty: 5291.178711
	Iteration 4Q: 3 clusters Score -8048264 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -8048774.000000 Penalty: 5291.178711
	Iteration 5Q: 3 clusters Score -8048774 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -8049354.000000 Penalty: 5291.178711
	Iteration 6Q: 3 clusters Score -8049354 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -8050284.500000 Penalty: 5291.178711
	Iteration 7Q: 3 clusters Score -8050284 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8051713.500000 Penalty: 5291.178711
	Iteration 8F: 3 clusters Score -8051714 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -8053728.500000 Penalty: 5291.178711
	Iteration 9F: 3 clusters Score -8053728 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -8056279.500000 Penalty: 5291.178711
	Iteration 10F: 3 clusters Score -8056280 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8058376.000000 Penalty: 5291.178711
	Iteration 11F: 3 clusters Score -8058376 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8059869.000000 Penalty: 5291.178711
	Iteration 12Q: 3 clusters Score -8059869 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8060624.500000 Penalty: 5291.178711
	Iteration 13Q: 3 clusters Score -8060624 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8061040.500000 Penalty: 5291.178711
	Iteration 14Q: 3 clusters Score -8061040 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8061209.000000 Penalty: 5291.178711
	Iteration 15Q: 3 clusters Score -8061209 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8061287.000000 Penalty: 5291.178711
	Iteration 16Q: 3 clusters Score -8061287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42480 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8061317.500000 Penalty: 5291.178711
	Iteration 17Q: 3 clusters Score -8061318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8061346.000000 Penalty: 5291.178711
	Iteration 18Q: 3 clusters Score -8061346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8061391.500000 Penalty: 5291.178711
	Iteration 19Q: 3 clusters Score -8061392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8061419.500000 Penalty: 5291.178711
	Iteration 20F: 3 clusters Score -8061420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8061449.000000 Penalty: 5291.178711
	Iteration 21Q: 3 clusters Score -8061449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8061459.000000 Penalty: 5291.178711
	Iteration 22Q: 3 clusters Score -8061459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8061454.000000 Penalty: 5291.178711
	Iteration 23Q: 3 clusters Score -8061454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8061467.500000 Penalty: 5291.178711
	Iteration 24Q: 3 clusters Score -8061468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8061469.000000 Penalty: 5291.178711
	Iteration 25Q: 3 clusters Score -8061469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8061467.500000 Penalty: 5291.178711
	Iteration 26Q: 3 clusters Score -8061468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8061467.500000 Penalty: 5291.178711
	Iteration 27F: 3 clusters Score -8061468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 8349 members 
Mstep: Class 3 contains 49350 members 
Mstep: Class 4 contains 31405 members 
Mstep: Class 5 contains 46758 members 
Mstep: Class 6 contains 23157 members 
Mstep: Class 7 contains 43332 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47236 members 
Mstep: Class 10 contains 42078 members 
Mstep: Class 11 contains 25653 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 48833 members 
Mstep: Class 16 contains 53773 members 
Mstep: Class 17 contains 2970 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25415 members 
Mstep: Class 20 contains 50859 members 
Mstep: Class 21 contains 9277 members 
Mstep: Class 22 contains 28773 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8803 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29554 members 
Mstep: Class 27 contains 26235 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49803 members 
Mstep: Class 30 contains 42946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167264.000000 Penalty: 100613.093750
Iteration 439Q: 31 clusters Score -1.371673e+08 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 8340 members 
Mstep: Class 3 contains 50556 members 
Mstep: Class 4 contains 31447 members 
Mstep: Class 5 contains 46709 members 
Mstep: Class 6 contains 23163 members 
Mstep: Class 7 contains 43338 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47289 members 
Mstep: Class 10 contains 42158 members 
Mstep: Class 11 contains 25395 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 791 members 
Mstep: Class 15 contains 48591 members 
Mstep: Class 16 contains 53883 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25441 members 
Mstep: Class 20 contains 50085 members 
Mstep: Class 21 contains 9237 members 
Mstep: Class 22 contains 28767 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8800 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 29591 members 
Mstep: Class 27 contains 25912 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50109 members 
Mstep: Class 30 contains 42651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167952.000000 Penalty: 100613.093750
Iteration 440F: 31 clusters Score -1.37168e+08 nChanged 11808
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 8312 members 
Mstep: Class 3 contains 51337 members 
Mstep: Class 4 contains 31488 members 
Mstep: Class 5 contains 47120 members 
Mstep: Class 6 contains 23178 members 
Mstep: Class 7 contains 43341 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47324 members 
Mstep: Class 10 contains 42263 members 
Mstep: Class 11 contains 25171 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 790 members 
Mstep: Class 15 contains 48419 members 
Mstep: Class 16 contains 53660 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25503 members 
Mstep: Class 20 contains 49362 members 
Mstep: Class 21 contains 9204 members 
Mstep: Class 22 contains 28772 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8792 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 27871 members 
Mstep: Class 27 contains 25420 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50685 members 
Mstep: Class 30 contains 43988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167344.000000 Penalty: 100613.093750
Iteration 441Q: 31 clusters Score -1.371673e+08 nChanged 10977
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 51565 members 
Mstep: Class 4 contains 31582 members 
Mstep: Class 5 contains 48029 members 
Mstep: Class 6 contains 23183 members 
Mstep: Class 7 contains 43367 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47338 members 
Mstep: Class 10 contains 42388 members 
Mstep: Class 11 contains 25015 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48275 members 
Mstep: Class 16 contains 53293 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25536 members 
Mstep: Class 20 contains 49071 members 
Mstep: Class 21 contains 9159 members 
Mstep: Class 22 contains 28752 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8773 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 26077 members 
Mstep: Class 27 contains 24886 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51331 members 
Mstep: Class 30 contains 44995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166640.000000 Penalty: 100613.093750
Iteration 442Q: 31 clusters Score -1.371666e+08 nChanged 9401
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 8306 members 
Mstep: Class 3 contains 51493 members 
Mstep: Class 4 contains 31679 members 
Mstep: Class 5 contains 49144 members 
Mstep: Class 6 contains 23187 members 
Mstep: Class 7 contains 43403 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47359 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 24870 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48240 members 
Mstep: Class 16 contains 52961 members 
Mstep: Class 17 contains 2961 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25551 members 
Mstep: Class 20 contains 49613 members 
Mstep: Class 21 contains 9097 members 
Mstep: Class 22 contains 28728 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 24275 members 
Mstep: Class 27 contains 24324 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51638 members 
Mstep: Class 30 contains 45610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165712.000000 Penalty: 100613.093750
Iteration 443Q: 31 clusters Score -1.371657e+08 nChanged 7888
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 8323 members 
Mstep: Class 3 contains 51142 members 
Mstep: Class 4 contains 31784 members 
Mstep: Class 5 contains 49923 members 
Mstep: Class 6 contains 23183 members 
Mstep: Class 7 contains 43453 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47375 members 
Mstep: Class 10 contains 42527 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48263 members 
Mstep: Class 16 contains 52789 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25578 members 
Mstep: Class 20 contains 50753 members 
Mstep: Class 21 contains 9028 members 
Mstep: Class 22 contains 28717 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 8733 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 22584 members 
Mstep: Class 27 contains 23808 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51525 members 
Mstep: Class 30 contains 46313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164656.000000 Penalty: 100613.093750
Iteration 444Q: 31 clusters Score -1.371647e+08 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 50806 members 
Mstep: Class 4 contains 31892 members 
Mstep: Class 5 contains 50299 members 
Mstep: Class 6 contains 23206 members 
Mstep: Class 7 contains 43508 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47393 members 
Mstep: Class 10 contains 42576 members 
Mstep: Class 11 contains 24674 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48315 members 
Mstep: Class 16 contains 52822 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 52109 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 28696 members 
Mstep: Class 23 contains 2525 members 
Mstep: Class 24 contains 8717 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 21051 members 
Mstep: Class 27 contains 23385 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50886 members 
Mstep: Class 30 contains 47232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163216.000000 Penalty: 100613.093750
Iteration 445Q: 31 clusters Score -1.371632e+08 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 8347 members 
Mstep: Class 3 contains 50723 members 
Mstep: Class 4 contains 32019 members 
Mstep: Class 5 contains 49937 members 
Mstep: Class 6 contains 23239 members 
Mstep: Class 7 contains 43585 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47414 members 
Mstep: Class 10 contains 42633 members 
Mstep: Class 11 contains 24591 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48323 members 
Mstep: Class 16 contains 53031 members 
Mstep: Class 17 contains 2953 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25616 members 
Mstep: Class 20 contains 53487 members 
Mstep: Class 21 contains 8876 members 
Mstep: Class 22 contains 28688 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8701 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 19766 members 
Mstep: Class 27 contains 23073 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50013 members 
Mstep: Class 30 contains 48333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162304.000000 Penalty: 100613.093750
Iteration 446Q: 31 clusters Score -1.371623e+08 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 8361 members 
Mstep: Class 3 contains 51065 members 
Mstep: Class 4 contains 32101 members 
Mstep: Class 5 contains 48730 members 
Mstep: Class 6 contains 23275 members 
Mstep: Class 7 contains 43705 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47417 members 
Mstep: Class 10 contains 42673 members 
Mstep: Class 11 contains 24536 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48283 members 
Mstep: Class 16 contains 53395 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25661 members 
Mstep: Class 20 contains 54323 members 
Mstep: Class 21 contains 8808 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8690 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18889 members 
Mstep: Class 27 contains 22818 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49445 members 
Mstep: Class 30 contains 49495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162112.000000 Penalty: 100613.093750
Iteration 447Q: 31 clusters Score -1.371621e+08 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 8374 members 
Mstep: Class 3 contains 51468 members 
Mstep: Class 4 contains 32210 members 
Mstep: Class 5 contains 47496 members 
Mstep: Class 6 contains 23299 members 
Mstep: Class 7 contains 43825 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47425 members 
Mstep: Class 10 contains 42709 members 
Mstep: Class 11 contains 24444 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48259 members 
Mstep: Class 16 contains 53609 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 54106 members 
Mstep: Class 21 contains 8730 members 
Mstep: Class 22 contains 28697 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8676 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18408 members 
Mstep: Class 27 contains 22587 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49688 members 
Mstep: Class 30 contains 50645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161184.000000 Penalty: 100613.093750
Iteration 448Q: 31 clusters Score -1.371612e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 8381 members 
Mstep: Class 3 contains 51698 members 
Mstep: Class 4 contains 32323 members 
Mstep: Class 5 contains 46995 members 
Mstep: Class 6 contains 23321 members 
Mstep: Class 7 contains 43918 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47448 members 
Mstep: Class 10 contains 42736 members 
Mstep: Class 11 contains 24331 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48224 members 
Mstep: Class 16 contains 53733 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25674 members 
Mstep: Class 20 contains 52993 members 
Mstep: Class 21 contains 8667 members 
Mstep: Class 22 contains 28698 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8660 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18206 members 
Mstep: Class 27 contains 22354 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50398 members 
Mstep: Class 30 contains 51510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160992.000000 Penalty: 100613.093750
Iteration 449Q: 31 clusters Score -1.37161e+08 nChanged 6130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 8388 members 
Mstep: Class 3 contains 51514 members 
Mstep: Class 4 contains 32437 members 
Mstep: Class 5 contains 47385 members 
Mstep: Class 6 contains 23357 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47469 members 
Mstep: Class 10 contains 42741 members 
Mstep: Class 11 contains 24218 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 568 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48113 members 
Mstep: Class 16 contains 53847 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25679 members 
Mstep: Class 20 contains 51476 members 
Mstep: Class 21 contains 8609 members 
Mstep: Class 22 contains 28705 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8644 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18193 members 
Mstep: Class 27 contains 22144 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51229 members 
Mstep: Class 30 contains 52037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161120.000000 Penalty: 100613.093750
Iteration 450Q: 31 clusters Score -1.371611e+08 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 8393 members 
Mstep: Class 3 contains 51003 members 
Mstep: Class 4 contains 32562 members 
Mstep: Class 5 contains 48211 members 
Mstep: Class 6 contains 23385 members 
Mstep: Class 7 contains 44076 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47467 members 
Mstep: Class 10 contains 42740 members 
Mstep: Class 11 contains 24101 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48011 members 
Mstep: Class 16 contains 53921 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 50552 members 
Mstep: Class 21 contains 8561 members 
Mstep: Class 22 contains 28687 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8628 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18218 members 
Mstep: Class 27 contains 21979 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51874 members 
Mstep: Class 30 contains 51967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161888.000000 Penalty: 100613.093750
Iteration 451Q: 31 clusters Score -1.371619e+08 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 8398 members 
Mstep: Class 3 contains 50384 members 
Mstep: Class 4 contains 32649 members 
Mstep: Class 5 contains 49323 members 
Mstep: Class 6 contains 23380 members 
Mstep: Class 7 contains 44149 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47479 members 
Mstep: Class 10 contains 42716 members 
Mstep: Class 11 contains 24027 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47927 members 
Mstep: Class 16 contains 54005 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25671 members 
Mstep: Class 20 contains 50294 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 28676 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8617 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18222 members 
Mstep: Class 27 contains 21794 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52209 members 
Mstep: Class 30 contains 51488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161920.000000 Penalty: 100613.093750
Iteration 452Q: 31 clusters Score -1.371619e+08 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 49868 members 
Mstep: Class 4 contains 32737 members 
Mstep: Class 5 contains 50466 members 
Mstep: Class 6 contains 23379 members 
Mstep: Class 7 contains 44209 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47474 members 
Mstep: Class 10 contains 42689 members 
Mstep: Class 11 contains 23952 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47866 members 
Mstep: Class 16 contains 54174 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25653 members 
Mstep: Class 20 contains 50861 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 28660 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8602 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18189 members 
Mstep: Class 27 contains 21619 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51729 members 
Mstep: Class 30 contains 50786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162880.000000 Penalty: 100613.093750
Iteration 453Q: 31 clusters Score -1.371629e+08 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 49616 members 
Mstep: Class 4 contains 32850 members 
Mstep: Class 5 contains 51058 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47490 members 
Mstep: Class 10 contains 42665 members 
Mstep: Class 11 contains 23919 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47791 members 
Mstep: Class 16 contains 54423 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25652 members 
Mstep: Class 20 contains 51880 members 
Mstep: Class 21 contains 8431 members 
Mstep: Class 22 contains 28651 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8593 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 18061 members 
Mstep: Class 27 contains 21495 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50575 members 
Mstep: Class 30 contains 50452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162288.000000 Penalty: 100613.093750
Iteration 454Q: 31 clusters Score -1.371623e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 8418 members 
Mstep: Class 3 contains 49799 members 
Mstep: Class 4 contains 32995 members 
Mstep: Class 5 contains 50842 members 
Mstep: Class 6 contains 23371 members 
Mstep: Class 7 contains 44358 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47497 members 
Mstep: Class 10 contains 42650 members 
Mstep: Class 11 contains 23874 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47767 members 
Mstep: Class 16 contains 54763 members 
Mstep: Class 17 contains 2963 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25660 members 
Mstep: Class 20 contains 53055 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 28641 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8583 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17876 members 
Mstep: Class 27 contains 21417 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49105 members 
Mstep: Class 30 contains 50439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161968.000000 Penalty: 100613.093750
Iteration 455Q: 31 clusters Score -1.37162e+08 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 8394 members 
Mstep: Class 3 contains 50483 members 
Mstep: Class 4 contains 33137 members 
Mstep: Class 5 contains 49559 members 
Mstep: Class 6 contains 23369 members 
Mstep: Class 7 contains 44436 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47502 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 23832 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47753 members 
Mstep: Class 16 contains 55131 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 54085 members 
Mstep: Class 21 contains 8358 members 
Mstep: Class 22 contains 28624 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8574 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17720 members 
Mstep: Class 27 contains 21323 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48002 members 
Mstep: Class 30 contains 50673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161632.000000 Penalty: 100613.093750
Iteration 456Q: 31 clusters Score -1.371616e+08 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 8383 members 
Mstep: Class 3 contains 51457 members 
Mstep: Class 4 contains 33279 members 
Mstep: Class 5 contains 47665 members 
Mstep: Class 6 contains 23368 members 
Mstep: Class 7 contains 44475 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47485 members 
Mstep: Class 10 contains 42590 members 
Mstep: Class 11 contains 23769 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47714 members 
Mstep: Class 16 contains 55369 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25698 members 
Mstep: Class 20 contains 54318 members 
Mstep: Class 21 contains 8312 members 
Mstep: Class 22 contains 28600 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17596 members 
Mstep: Class 27 contains 21256 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47983 members 
Mstep: Class 30 contains 51099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161088.000000 Penalty: 100613.093750
Iteration 457Q: 31 clusters Score -1.371611e+08 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 8357 members 
Mstep: Class 3 contains 52197 members 
Mstep: Class 4 contains 33426 members 
Mstep: Class 5 contains 46405 members 
Mstep: Class 6 contains 23395 members 
Mstep: Class 7 contains 44509 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47462 members 
Mstep: Class 10 contains 42600 members 
Mstep: Class 11 contains 23673 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47679 members 
Mstep: Class 16 contains 55262 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25701 members 
Mstep: Class 20 contains 53299 members 
Mstep: Class 21 contains 8270 members 
Mstep: Class 22 contains 28579 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8558 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17522 members 
Mstep: Class 27 contains 21150 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49162 members 
Mstep: Class 30 contains 51541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160640.000000 Penalty: 100613.093750
Iteration 458Q: 31 clusters Score -1.371606e+08 nChanged 7499
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48263 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 52192 members 
Mstep: Class 4 contains 33601 members 
Mstep: Class 5 contains 46405 members 
Mstep: Class 6 contains 23417 members 
Mstep: Class 7 contains 44568 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47458 members 
Mstep: Class 10 contains 42570 members 
Mstep: Class 11 contains 23583 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47603 members 
Mstep: Class 16 contains 55064 members 
Mstep: Class 17 contains 2949 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25735 members 
Mstep: Class 20 contains 51872 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 28554 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8564 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17510 members 
Mstep: Class 27 contains 21046 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50367 members 
Mstep: Class 30 contains 51716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161456.000000 Penalty: 100613.093750
Iteration 459Q: 31 clusters Score -1.371615e+08 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 8303 members 
Mstep: Class 3 contains 51694 members 
Mstep: Class 4 contains 33809 members 
Mstep: Class 5 contains 47302 members 
Mstep: Class 6 contains 23437 members 
Mstep: Class 7 contains 44644 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47445 members 
Mstep: Class 10 contains 42527 members 
Mstep: Class 11 contains 23506 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47571 members 
Mstep: Class 16 contains 54814 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25768 members 
Mstep: Class 20 contains 50675 members 
Mstep: Class 21 contains 8183 members 
Mstep: Class 22 contains 28544 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8568 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17495 members 
Mstep: Class 27 contains 20944 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51376 members 
Mstep: Class 30 contains 51380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162016.000000 Penalty: 100613.093750
Iteration 460F: 31 clusters Score -1.37162e+08 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 8298 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 34055 members 
Mstep: Class 5 contains 48834 members 
Mstep: Class 6 contains 23447 members 
Mstep: Class 7 contains 44713 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47455 members 
Mstep: Class 10 contains 42518 members 
Mstep: Class 11 contains 23433 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47542 members 
Mstep: Class 16 contains 54642 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25750 members 
Mstep: Class 20 contains 49735 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 28538 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8580 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17325 members 
Mstep: Class 27 contains 20838 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52307 members 
Mstep: Class 30 contains 50775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161616.000000 Penalty: 100613.093750
Iteration 461Q: 31 clusters Score -1.371616e+08 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 8299 members 
Mstep: Class 3 contains 49497 members 
Mstep: Class 4 contains 34344 members 
Mstep: Class 5 contains 50445 members 
Mstep: Class 6 contains 23441 members 
Mstep: Class 7 contains 44810 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47422 members 
Mstep: Class 10 contains 42505 members 
Mstep: Class 11 contains 23366 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47560 members 
Mstep: Class 16 contains 54607 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25739 members 
Mstep: Class 20 contains 50253 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 28525 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 17060 members 
Mstep: Class 27 contains 20691 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52328 members 
Mstep: Class 30 contains 49701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161616.000000 Penalty: 100613.093750
Iteration 462Q: 31 clusters Score -1.371616e+08 nChanged 8444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49416 members 
Mstep: Class 2 contains 8290 members 
Mstep: Class 3 contains 48696 members 
Mstep: Class 4 contains 34670 members 
Mstep: Class 5 contains 51695 members 
Mstep: Class 6 contains 23445 members 
Mstep: Class 7 contains 44909 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47413 members 
Mstep: Class 10 contains 42548 members 
Mstep: Class 11 contains 23275 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47596 members 
Mstep: Class 16 contains 54858 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25725 members 
Mstep: Class 20 contains 51564 members 
Mstep: Class 21 contains 8042 members 
Mstep: Class 22 contains 28505 members 
Mstep: Class 23 contains 2524 members 
Mstep: Class 24 contains 8603 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 16614 members 
Mstep: Class 27 contains 20537 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51264 members 
Mstep: Class 30 contains 48984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161280.000000 Penalty: 100613.093750
Iteration 463Q: 31 clusters Score -1.371613e+08 nChanged 8618
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49197 members 
Mstep: Class 2 contains 8283 members 
Mstep: Class 3 contains 48577 members 
Mstep: Class 4 contains 34997 members 
Mstep: Class 5 contains 52170 members 
Mstep: Class 6 contains 23467 members 
Mstep: Class 7 contains 44988 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47441 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 23197 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47622 members 
Mstep: Class 16 contains 55254 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25740 members 
Mstep: Class 20 contains 53210 members 
Mstep: Class 21 contains 7998 members 
Mstep: Class 22 contains 28478 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8609 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 16135 members 
Mstep: Class 27 contains 20418 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49494 members 
Mstep: Class 30 contains 48748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 100613.093750
Iteration 464Q: 31 clusters Score -1.371605e+08 nChanged 8865
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 8299 members 
Mstep: Class 3 contains 49157 members 
Mstep: Class 4 contains 35302 members 
Mstep: Class 5 contains 51230 members 
Mstep: Class 6 contains 23482 members 
Mstep: Class 7 contains 45066 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47478 members 
Mstep: Class 10 contains 42695 members 
Mstep: Class 11 contains 23161 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47652 members 
Mstep: Class 16 contains 55771 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25748 members 
Mstep: Class 20 contains 54837 members 
Mstep: Class 21 contains 7968 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8609 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 15573 members 
Mstep: Class 27 contains 20313 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47811 members 
Mstep: Class 30 contains 49191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160208.000000 Penalty: 100613.093750
Iteration 465Q: 31 clusters Score -1.371602e+08 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 8305 members 
Mstep: Class 3 contains 50211 members 
Mstep: Class 4 contains 35479 members 
Mstep: Class 5 contains 49077 members 
Mstep: Class 6 contains 23492 members 
Mstep: Class 7 contains 45154 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47490 members 
Mstep: Class 10 contains 42737 members 
Mstep: Class 11 contains 23079 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47766 members 
Mstep: Class 16 contains 56277 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25755 members 
Mstep: Class 20 contains 55957 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 28464 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8607 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 15072 members 
Mstep: Class 27 contains 20210 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47124 members 
Mstep: Class 30 contains 49980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160576.000000 Penalty: 100613.093750
Iteration 466Q: 31 clusters Score -1.371606e+08 nChanged 9961
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 8295 members 
Mstep: Class 3 contains 51186 members 
Mstep: Class 4 contains 35627 members 
Mstep: Class 5 contains 46847 members 
Mstep: Class 6 contains 23500 members 
Mstep: Class 7 contains 45222 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47481 members 
Mstep: Class 10 contains 42762 members 
Mstep: Class 11 contains 22976 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 47923 members 
Mstep: Class 16 contains 56604 members 
Mstep: Class 17 contains 2922 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25784 members 
Mstep: Class 20 contains 55720 members 
Mstep: Class 21 contains 7897 members 
Mstep: Class 22 contains 28445 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8599 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14731 members 
Mstep: Class 27 contains 20112 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47801 members 
Mstep: Class 30 contains 51022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159856.000000 Penalty: 100613.093750
Iteration 467Q: 31 clusters Score -1.371599e+08 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 51771 members 
Mstep: Class 4 contains 35712 members 
Mstep: Class 5 contains 45879 members 
Mstep: Class 6 contains 23502 members 
Mstep: Class 7 contains 45299 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47503 members 
Mstep: Class 10 contains 42734 members 
Mstep: Class 11 contains 22886 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48119 members 
Mstep: Class 16 contains 56610 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25844 members 
Mstep: Class 20 contains 53908 members 
Mstep: Class 21 contains 7859 members 
Mstep: Class 22 contains 28441 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8589 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14535 members 
Mstep: Class 27 contains 20034 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49354 members 
Mstep: Class 30 contains 51890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160864.000000 Penalty: 100613.093750
Iteration 468Q: 31 clusters Score -1.371609e+08 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 51598 members 
Mstep: Class 4 contains 35833 members 
Mstep: Class 5 contains 46420 members 
Mstep: Class 6 contains 23515 members 
Mstep: Class 7 contains 45383 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47529 members 
Mstep: Class 10 contains 42688 members 
Mstep: Class 11 contains 22820 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48294 members 
Mstep: Class 16 contains 56421 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25871 members 
Mstep: Class 20 contains 52324 members 
Mstep: Class 21 contains 7830 members 
Mstep: Class 22 contains 28432 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8570 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14455 members 
Mstep: Class 27 contains 19950 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50553 members 
Mstep: Class 30 contains 52108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161568.000000 Penalty: 100613.093750
Iteration 469Q: 31 clusters Score -1.371616e+08 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 35893 members 
Mstep: Class 5 contains 47907 members 
Mstep: Class 6 contains 23538 members 
Mstep: Class 7 contains 45461 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47521 members 
Mstep: Class 10 contains 42589 members 
Mstep: Class 11 contains 22727 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48449 members 
Mstep: Class 16 contains 56240 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25882 members 
Mstep: Class 20 contains 50802 members 
Mstep: Class 21 contains 7805 members 
Mstep: Class 22 contains 28436 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8551 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14402 members 
Mstep: Class 27 contains 19862 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51714 members 
Mstep: Class 30 contains 51907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162192.000000 Penalty: 100613.093750
Iteration 470Q: 31 clusters Score -1.371622e+08 nChanged 7652
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 8310 members 
Mstep: Class 3 contains 49971 members 
Mstep: Class 4 contains 35945 members 
Mstep: Class 5 contains 49864 members 
Mstep: Class 6 contains 23547 members 
Mstep: Class 7 contains 45505 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47531 members 
Mstep: Class 10 contains 42536 members 
Mstep: Class 11 contains 22643 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 56111 members 
Mstep: Class 17 contains 2912 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25876 members 
Mstep: Class 20 contains 50156 members 
Mstep: Class 21 contains 7772 members 
Mstep: Class 22 contains 28432 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8543 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14325 members 
Mstep: Class 27 contains 19713 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52561 members 
Mstep: Class 30 contains 51097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162256.000000 Penalty: 100613.093750
Iteration 471Q: 31 clusters Score -1.371623e+08 nChanged 7779
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 8317 members 
Mstep: Class 3 contains 48939 members 
Mstep: Class 4 contains 35977 members 
Mstep: Class 5 contains 51566 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 45550 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47557 members 
Mstep: Class 10 contains 42513 members 
Mstep: Class 11 contains 22570 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48592 members 
Mstep: Class 16 contains 56182 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25862 members 
Mstep: Class 20 contains 51066 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 28426 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8543 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 14144 members 
Mstep: Class 27 contains 19525 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52275 members 
Mstep: Class 30 contains 50128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161824.000000 Penalty: 100613.093750
Iteration 472Q: 31 clusters Score -1.371618e+08 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 48434 members 
Mstep: Class 4 contains 35994 members 
Mstep: Class 5 contains 52812 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 45634 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47570 members 
Mstep: Class 10 contains 42573 members 
Mstep: Class 11 contains 22508 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48683 members 
Mstep: Class 16 contains 56378 members 
Mstep: Class 17 contains 2913 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25869 members 
Mstep: Class 20 contains 52748 members 
Mstep: Class 21 contains 7714 members 
Mstep: Class 22 contains 28425 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8553 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 13846 members 
Mstep: Class 27 contains 19376 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50734 members 
Mstep: Class 30 contains 49607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160672.000000 Penalty: 100613.093750
Iteration 473Q: 31 clusters Score -1.371607e+08 nChanged 9214
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 8336 members 
Mstep: Class 3 contains 48549 members 
Mstep: Class 4 contains 35998 members 
Mstep: Class 5 contains 53103 members 
Mstep: Class 6 contains 23596 members 
Mstep: Class 7 contains 45705 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47574 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 22432 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48836 members 
Mstep: Class 16 contains 56883 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25868 members 
Mstep: Class 20 contains 54708 members 
Mstep: Class 21 contains 7677 members 
Mstep: Class 22 contains 28431 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 8565 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 13473 members 
Mstep: Class 27 contains 19244 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48525 members 
Mstep: Class 30 contains 49673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160240.000000 Penalty: 100613.093750
Iteration 474Q: 31 clusters Score -1.371602e+08 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 8338 members 
Mstep: Class 3 contains 49467 members 
Mstep: Class 4 contains 35975 members 
Mstep: Class 5 contains 51649 members 
Mstep: Class 6 contains 23606 members 
Mstep: Class 7 contains 45790 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47561 members 
Mstep: Class 10 contains 42629 members 
Mstep: Class 11 contains 22322 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 48950 members 
Mstep: Class 16 contains 57445 members 
Mstep: Class 17 contains 2902 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25889 members 
Mstep: Class 20 contains 56490 members 
Mstep: Class 21 contains 7623 members 
Mstep: Class 22 contains 28447 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8572 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 13181 members 
Mstep: Class 27 contains 19153 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 46819 members 
Mstep: Class 30 contains 50132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160048.000000 Penalty: 100613.093750
Iteration 475Q: 31 clusters Score -1.3716e+08 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 8333 members 
Mstep: Class 3 contains 50521 members 
Mstep: Class 4 contains 35863 members 
Mstep: Class 5 contains 49294 members 
Mstep: Class 6 contains 23611 members 
Mstep: Class 7 contains 45843 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47559 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 22196 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49038 members 
Mstep: Class 16 contains 57777 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25875 members 
Mstep: Class 20 contains 57517 members 
Mstep: Class 21 contains 7573 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 2522 members 
Mstep: Class 24 contains 8587 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12951 members 
Mstep: Class 27 contains 19076 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 46336 members 
Mstep: Class 30 contains 50994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 100613.093750
Iteration 476Q: 31 clusters Score -1.371603e+08 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 8330 members 
Mstep: Class 3 contains 51226 members 
Mstep: Class 4 contains 35761 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 6 contains 23617 members 
Mstep: Class 7 contains 45882 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47548 members 
Mstep: Class 10 contains 42487 members 
Mstep: Class 11 contains 22071 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49126 members 
Mstep: Class 16 contains 57756 members 
Mstep: Class 17 contains 2898 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25887 members 
Mstep: Class 20 contains 56853 members 
Mstep: Class 21 contains 7528 members 
Mstep: Class 22 contains 28480 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8596 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12814 members 
Mstep: Class 27 contains 19027 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47163 members 
Mstep: Class 30 contains 51986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159344.000000 Penalty: 100613.093750
Iteration 477Q: 31 clusters Score -1.371593e+08 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 51788 members 
Mstep: Class 4 contains 35759 members 
Mstep: Class 5 contains 46357 members 
Mstep: Class 6 contains 23622 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47570 members 
Mstep: Class 10 contains 42433 members 
Mstep: Class 11 contains 21949 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49190 members 
Mstep: Class 16 contains 57592 members 
Mstep: Class 17 contains 2892 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 54725 members 
Mstep: Class 21 contains 7485 members 
Mstep: Class 22 contains 28502 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12781 members 
Mstep: Class 27 contains 18951 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48673 members 
Mstep: Class 30 contains 52739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160384.000000 Penalty: 100613.093750
Iteration 478Q: 31 clusters Score -1.371604e+08 nChanged 9050
Entering ConstructFrom: 
Score: -137160384.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (48546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Entering Unmasked Estep 
Score: -9122710.000000 Penalty: 2675.986328
	Iteration 0F: 2 clusters Score -9122710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -9092441.000000 Penalty: 5351.972656
	Iteration 0F: 3 clusters Score -9092441 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -9104778.000000 Penalty: 5351.972656
	Iteration 1F: 3 clusters Score -9104778 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -9105345.000000 Penalty: 5351.972656
	Iteration 2Q: 3 clusters Score -9105345 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -9105909.000000 Penalty: 5351.972656
	Iteration 3Q: 3 clusters Score -9105909 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -9106455.000000 Penalty: 5351.972656
	Iteration 4Q: 3 clusters Score -9106455 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -9106987.000000 Penalty: 5351.972656
	Iteration 5Q: 3 clusters Score -9106987 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -9107515.000000 Penalty: 5351.972656
	Iteration 6Q: 3 clusters Score -9107515 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -9108284.000000 Penalty: 5351.972656
	Iteration 7Q: 3 clusters Score -9108284 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -9109262.000000 Penalty: 5351.972656
	Iteration 8Q: 3 clusters Score -9109262 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -9110785.000000 Penalty: 5351.972656
	Iteration 9Q: 3 clusters Score -9110785 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -9112678.000000 Penalty: 5351.972656
	Iteration 10F: 3 clusters Score -9112678 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -9114858.000000 Penalty: 5351.972656
	Iteration 11F: 3 clusters Score -9114858 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -9116309.000000 Penalty: 5351.972656
	Iteration 12F: 3 clusters Score -9116309 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -9116902.000000 Penalty: 5351.972656
	Iteration 13Q: 3 clusters Score -9116902 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -9117308.000000 Penalty: 5351.972656
	Iteration 14Q: 3 clusters Score -9117308 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -9117549.000000 Penalty: 5351.972656
	Iteration 15Q: 3 clusters Score -9117549 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -9117788.000000 Penalty: 5351.972656
	Iteration 16Q: 3 clusters Score -9117788 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -9118028.000000 Penalty: 5351.972656
	Iteration 17Q: 3 clusters Score -9118028 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -9118262.000000 Penalty: 5351.972656
	Iteration 18Q: 3 clusters Score -9118262 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -9118390.000000 Penalty: 5351.972656
	Iteration 19Q: 3 clusters Score -9118390 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -9118457.000000 Penalty: 5351.972656
	Iteration 20F: 3 clusters Score -9118457 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30143 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -9118550.000000 Penalty: 5351.972656
	Iteration 21Q: 3 clusters Score -9118550 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -9118616.000000 Penalty: 5351.972656
	Iteration 22Q: 3 clusters Score -9118616 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -9118665.000000 Penalty: 5351.972656
	Iteration 23Q: 3 clusters Score -9118665 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -9118741.000000 Penalty: 5351.972656
	Iteration 24Q: 3 clusters Score -9118741 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -9118811.000000 Penalty: 5351.972656
	Iteration 25Q: 3 clusters Score -9118811 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -9118880.000000 Penalty: 5351.972656
	Iteration 26Q: 3 clusters Score -9118880 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -9118952.000000 Penalty: 5351.972656
	Iteration 27Q: 3 clusters Score -9118952 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -9119002.000000 Penalty: 5351.972656
	Iteration 28Q: 3 clusters Score -9119002 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -9119053.000000 Penalty: 5351.972656
	Iteration 29Q: 3 clusters Score -9119053 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -9119068.000000 Penalty: 5351.972656
	Iteration 30Q: 3 clusters Score -9119068 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -9119121.000000 Penalty: 5351.972656
	Iteration 31Q: 3 clusters Score -9119121 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -9119132.000000 Penalty: 5351.972656
	Iteration 32Q: 3 clusters Score -9119132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -9119126.000000 Penalty: 5351.972656
	Iteration 33Q: 3 clusters Score -9119126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -9119164.000000 Penalty: 5351.972656
	Iteration 34Q: 3 clusters Score -9119164 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -9119158.000000 Penalty: 5351.972656
	Iteration 35Q: 3 clusters Score -9119158 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -9119194.000000 Penalty: 5351.972656
	Iteration 36Q: 3 clusters Score -9119194 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -9119223.000000 Penalty: 5351.972656
	Iteration 37Q: 3 clusters Score -9119223 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -9119218.000000 Penalty: 5351.972656
	Iteration 38Q: 3 clusters Score -9119218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -9119221.000000 Penalty: 5351.972656
	Iteration 39Q: 3 clusters Score -9119221 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -9119254.000000 Penalty: 5351.972656
	Iteration 40F: 3 clusters Score -9119254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -9119265.000000 Penalty: 5351.972656
	Iteration 41Q: 3 clusters Score -9119265 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -9119290.000000 Penalty: 5351.972656
	Iteration 42Q: 3 clusters Score -9119290 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -9119306.000000 Penalty: 5351.972656
	Iteration 43Q: 3 clusters Score -9119306 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -9119331.000000 Penalty: 5351.972656
	Iteration 44Q: 3 clusters Score -9119331 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -9119363.000000 Penalty: 5351.972656
	Iteration 45Q: 3 clusters Score -9119363 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -9119367.000000 Penalty: 5351.972656
	Iteration 46Q: 3 clusters Score -9119367 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -9119381.000000 Penalty: 5351.972656
	Iteration 47Q: 3 clusters Score -9119381 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -9119413.000000 Penalty: 5351.972656
	Iteration 48Q: 3 clusters Score -9119413 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -9119409.000000 Penalty: 5351.972656
	Iteration 49Q: 3 clusters Score -9119409 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -9119404.000000 Penalty: 5351.972656
	Iteration 50Q: 3 clusters Score -9119404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -9119411.000000 Penalty: 5351.972656
	Iteration 51Q: 3 clusters Score -9119411 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -9119426.000000 Penalty: 5351.972656
	Iteration 52Q: 3 clusters Score -9119426 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -9119416.000000 Penalty: 5351.972656
	Iteration 53Q: 3 clusters Score -9119416 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -9119438.000000 Penalty: 5351.972656
	Iteration 54Q: 3 clusters Score -9119438 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -9119467.000000 Penalty: 5351.972656
	Iteration 55Q: 3 clusters Score -9119467 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -9119473.000000 Penalty: 5351.972656
	Iteration 56Q: 3 clusters Score -9119473 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -9119514.000000 Penalty: 5351.972656
	Iteration 57Q: 3 clusters Score -9119514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -9119538.000000 Penalty: 5351.972656
	Iteration 58Q: 3 clusters Score -9119538 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -9119563.000000 Penalty: 5351.972656
	Iteration 59Q: 3 clusters Score -9119563 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -9119619.000000 Penalty: 5351.972656
	Iteration 60F: 3 clusters Score -9119619 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -9119630.000000 Penalty: 5351.972656
	Iteration 61Q: 3 clusters Score -9119630 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -9119630.000000 Penalty: 5351.972656
	Iteration 62Q: 3 clusters Score -9119630 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -9119648.000000 Penalty: 5351.972656
	Iteration 63Q: 3 clusters Score -9119648 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -9119651.000000 Penalty: 5351.972656
	Iteration 64Q: 3 clusters Score -9119651 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -9119697.000000 Penalty: 5351.972656
	Iteration 65Q: 3 clusters Score -9119697 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -9119710.000000 Penalty: 5351.972656
	Iteration 66Q: 3 clusters Score -9119710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -9119721.000000 Penalty: 5351.972656
	Iteration 67Q: 3 clusters Score -9119721 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -9119699.000000 Penalty: 5351.972656
	Iteration 68Q: 3 clusters Score -9119699 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -9119710.000000 Penalty: 5351.972656
	Iteration 69Q: 3 clusters Score -9119710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -9119737.000000 Penalty: 5351.972656
	Iteration 70Q: 3 clusters Score -9119737 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -9119719.000000 Penalty: 5351.972656
	Iteration 71Q: 3 clusters Score -9119719 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -9119733.000000 Penalty: 5351.972656
	Iteration 72Q: 3 clusters Score -9119733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -9119761.000000 Penalty: 5351.972656
	Iteration 73Q: 3 clusters Score -9119761 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -9119782.000000 Penalty: 5351.972656
	Iteration 74Q: 3 clusters Score -9119782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -9119783.000000 Penalty: 5351.972656
	Iteration 75Q: 3 clusters Score -9119783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -9119788.000000 Penalty: 5351.972656
	Iteration 76Q: 3 clusters Score -9119788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -9119799.000000 Penalty: 5351.972656
	Iteration 77Q: 3 clusters Score -9119799 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -9119801.000000 Penalty: 5351.972656
	Iteration 78Q: 3 clusters Score -9119801 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -9119817.000000 Penalty: 5351.972656
	Iteration 79Q: 3 clusters Score -9119817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -9119806.000000 Penalty: 5351.972656
	Iteration 80F: 3 clusters Score -9119806 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -9119808.000000 Penalty: 5351.972656
	Iteration 81Q: 3 clusters Score -9119808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -9119805.000000 Penalty: 5351.972656
	Iteration 82Q: 3 clusters Score -9119805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -9119803.000000 Penalty: 5351.972656
	Iteration 83Q: 3 clusters Score -9119803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -9119812.000000 Penalty: 5351.972656
	Iteration 84Q: 3 clusters Score -9119812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -9119823.000000 Penalty: 5351.972656
	Iteration 85Q: 3 clusters Score -9119823 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -9119830.000000 Penalty: 5351.972656
	Iteration 86Q: 3 clusters Score -9119830 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -9119823.000000 Penalty: 5351.972656
	Iteration 87Q: 3 clusters Score -9119823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -9119852.000000 Penalty: 5351.972656
	Iteration 88Q: 3 clusters Score -9119852 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -9119887.000000 Penalty: 5351.972656
	Iteration 89Q: 3 clusters Score -9119887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -9119903.000000 Penalty: 5351.972656
	Iteration 90Q: 3 clusters Score -9119903 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -9119919.000000 Penalty: 5351.972656
	Iteration 91Q: 3 clusters Score -9119919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9119927.000000 Penalty: 5351.972656
	Iteration 92Q: 3 clusters Score -9119927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -9119938.000000 Penalty: 5351.972656
	Iteration 93Q: 3 clusters Score -9119938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -9119931.000000 Penalty: 5351.972656
	Iteration 94Q: 3 clusters Score -9119931 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -9119948.000000 Penalty: 5351.972656
	Iteration 95Q: 3 clusters Score -9119948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -9119954.000000 Penalty: 5351.972656
	Iteration 96Q: 3 clusters Score -9119954 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -9119968.000000 Penalty: 5351.972656
	Iteration 97Q: 3 clusters Score -9119968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -9119966.000000 Penalty: 5351.972656
	Iteration 98Q: 3 clusters Score -9119966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -9119990.000000 Penalty: 5351.972656
	Iteration 99Q: 3 clusters Score -9119990 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -9119990.000000 Penalty: 5351.972656
	Iteration 100F: 3 clusters Score -9119990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -9119982.000000 Penalty: 5351.972656
	Iteration 101Q: 3 clusters Score -9119982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -9119991.000000 Penalty: 5351.972656
	Iteration 102Q: 3 clusters Score -9119991 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -9120013.000000 Penalty: 5351.972656
	Iteration 103Q: 3 clusters Score -9120013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -9120019.000000 Penalty: 5351.972656
	Iteration 104Q: 3 clusters Score -9120019 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -9120028.000000 Penalty: 5351.972656
	Iteration 105Q: 3 clusters Score -9120028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -9120043.000000 Penalty: 5351.972656
	Iteration 106Q: 3 clusters Score -9120043 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -9120048.000000 Penalty: 5351.972656
	Iteration 107Q: 3 clusters Score -9120048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -9120064.000000 Penalty: 5351.972656
	Iteration 108Q: 3 clusters Score -9120064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -9120059.000000 Penalty: 5351.972656
	Iteration 109Q: 3 clusters Score -9120059 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -9120077.000000 Penalty: 5351.972656
	Iteration 110Q: 3 clusters Score -9120077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -9120066.000000 Penalty: 5351.972656
	Iteration 111Q: 3 clusters Score -9120066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -9120084.000000 Penalty: 5351.972656
	Iteration 112Q: 3 clusters Score -9120084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -9120098.000000 Penalty: 5351.972656
	Iteration 113Q: 3 clusters Score -9120098 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -9120114.000000 Penalty: 5351.972656
	Iteration 114Q: 3 clusters Score -9120114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -9120132.000000 Penalty: 5351.972656
	Iteration 115Q: 3 clusters Score -9120132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -9120138.000000 Penalty: 5351.972656
	Iteration 116Q: 3 clusters Score -9120138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -9120136.000000 Penalty: 5351.972656
	Iteration 117Q: 3 clusters Score -9120136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -9120138.000000 Penalty: 5351.972656
	Iteration 118Q: 3 clusters Score -9120138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -9120153.000000 Penalty: 5351.972656
	Iteration 119Q: 3 clusters Score -9120153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38877 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -9120155.000000 Penalty: 5351.972656
	Iteration 120F: 3 clusters Score -9120155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -9120173.000000 Penalty: 5351.972656
	Iteration 121Q: 3 clusters Score -9120173 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -9120172.000000 Penalty: 5351.972656
	Iteration 122Q: 3 clusters Score -9120172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -9120163.000000 Penalty: 5351.972656
	Iteration 123Q: 3 clusters Score -9120163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -9120175.000000 Penalty: 5351.972656
	Iteration 124Q: 3 clusters Score -9120175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -9120182.000000 Penalty: 5351.972656
	Iteration 125Q: 3 clusters Score -9120182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -9120173.000000 Penalty: 5351.972656
	Iteration 126Q: 3 clusters Score -9120173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -9120178.000000 Penalty: 5351.972656
	Iteration 127Q: 3 clusters Score -9120178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -9120175.000000 Penalty: 5351.972656
	Iteration 128Q: 3 clusters Score -9120175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -9120180.000000 Penalty: 5351.972656
	Iteration 129Q: 3 clusters Score -9120180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -9120183.000000 Penalty: 5351.972656
	Iteration 130Q: 3 clusters Score -9120183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -9120183.000000 Penalty: 5351.972656
	Iteration 131Q: 3 clusters Score -9120183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -9120192.000000 Penalty: 5351.972656
	Iteration 132Q: 3 clusters Score -9120192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -9120188.000000 Penalty: 5351.972656
	Iteration 133Q: 3 clusters Score -9120188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -9120184.000000 Penalty: 5351.972656
	Iteration 134Q: 3 clusters Score -9120184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -9120191.000000 Penalty: 5351.972656
	Iteration 135Q: 3 clusters Score -9120191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -9120199.000000 Penalty: 5351.972656
	Iteration 136Q: 3 clusters Score -9120199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9120187.000000 Penalty: 5351.972656
	Iteration 137Q: 3 clusters Score -9120187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -9120192.000000 Penalty: 5351.972656
	Iteration 138Q: 3 clusters Score -9120192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -9120188.000000 Penalty: 5351.972656
	Iteration 139Q: 3 clusters Score -9120188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -9120206.000000 Penalty: 5351.972656
	Iteration 140F: 3 clusters Score -9120206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -9120220.000000 Penalty: 5351.972656
	Iteration 141Q: 3 clusters Score -9120220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -9120215.000000 Penalty: 5351.972656
	Iteration 142Q: 3 clusters Score -9120215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -9120216.000000 Penalty: 5351.972656
	Iteration 143Q: 3 clusters Score -9120216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -9120220.000000 Penalty: 5351.972656
	Iteration 144Q: 3 clusters Score -9120220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -9120219.000000 Penalty: 5351.972656
	Iteration 145Q: 3 clusters Score -9120219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -9120217.000000 Penalty: 5351.972656
	Iteration 146Q: 3 clusters Score -9120217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -9120220.000000 Penalty: 5351.972656
	Iteration 147Q: 3 clusters Score -9120220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -9120214.000000 Penalty: 5351.972656
	Iteration 148Q: 3 clusters Score -9120214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -9120198.000000 Penalty: 5351.972656
	Iteration 149Q: 3 clusters Score -9120198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -9120210.000000 Penalty: 5351.972656
	Iteration 150Q: 3 clusters Score -9120210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -9120223.000000 Penalty: 5351.972656
	Iteration 151Q: 3 clusters Score -9120223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -9120219.000000 Penalty: 5351.972656
	Iteration 152Q: 3 clusters Score -9120219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -9120227.000000 Penalty: 5351.972656
	Iteration 153Q: 3 clusters Score -9120227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -9120216.000000 Penalty: 5351.972656
	Iteration 154Q: 3 clusters Score -9120216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -9120228.000000 Penalty: 5351.972656
	Iteration 155Q: 3 clusters Score -9120228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -9120237.000000 Penalty: 5351.972656
	Iteration 156Q: 3 clusters Score -9120237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -9120245.000000 Penalty: 5351.972656
	Iteration 157Q: 3 clusters Score -9120245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -9120244.000000 Penalty: 5351.972656
	Iteration 158Q: 3 clusters Score -9120244 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -9120260.000000 Penalty: 5351.972656
	Iteration 159Q: 3 clusters Score -9120260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -9120264.000000 Penalty: 5351.972656
	Iteration 160F: 3 clusters Score -9120264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -9120262.000000 Penalty: 5351.972656
	Iteration 161Q: 3 clusters Score -9120262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -9120266.000000 Penalty: 5351.972656
	Iteration 162Q: 3 clusters Score -9120266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39732 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -9120285.000000 Penalty: 5351.972656
	Iteration 163Q: 3 clusters Score -9120285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -9120295.000000 Penalty: 5351.972656
	Iteration 164Q: 3 clusters Score -9120295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -9120297.000000 Penalty: 5351.972656
	Iteration 165Q: 3 clusters Score -9120297 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -9120312.000000 Penalty: 5351.972656
	Iteration 166Q: 3 clusters Score -9120312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -9120315.000000 Penalty: 5351.972656
	Iteration 167Q: 3 clusters Score -9120315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -9120330.000000 Penalty: 5351.972656
	Iteration 168Q: 3 clusters Score -9120330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -9120321.000000 Penalty: 5351.972656
	Iteration 169Q: 3 clusters Score -9120321 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -9120340.000000 Penalty: 5351.972656
	Iteration 170Q: 3 clusters Score -9120340 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -9120328.000000 Penalty: 5351.972656
	Iteration 171Q: 3 clusters Score -9120328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -9120335.000000 Penalty: 5351.972656
	Iteration 172Q: 3 clusters Score -9120335 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -9120369.000000 Penalty: 5351.972656
	Iteration 173Q: 3 clusters Score -9120369 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -9120360.000000 Penalty: 5351.972656
	Iteration 174Q: 3 clusters Score -9120360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -9120377.000000 Penalty: 5351.972656
	Iteration 175Q: 3 clusters Score -9120377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -9120406.000000 Penalty: 5351.972656
	Iteration 176Q: 3 clusters Score -9120406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -9120418.000000 Penalty: 5351.972656
	Iteration 177Q: 3 clusters Score -9120418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -9120437.000000 Penalty: 5351.972656
	Iteration 178Q: 3 clusters Score -9120437 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -9120452.000000 Penalty: 5351.972656
	Iteration 179Q: 3 clusters Score -9120452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -9120452.000000 Penalty: 5351.972656
	Iteration 180F: 3 clusters Score -9120452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -9120478.000000 Penalty: 5351.972656
	Iteration 181Q: 3 clusters Score -9120478 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -9120502.000000 Penalty: 5351.972656
	Iteration 182Q: 3 clusters Score -9120502 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -9120543.000000 Penalty: 5351.972656
	Iteration 183Q: 3 clusters Score -9120543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -9120515.000000 Penalty: 5351.972656
	Iteration 184Q: 3 clusters Score -9120515 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -9120538.000000 Penalty: 5351.972656
	Iteration 185Q: 3 clusters Score -9120538 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -9120546.000000 Penalty: 5351.972656
	Iteration 186Q: 3 clusters Score -9120546 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -9120573.000000 Penalty: 5351.972656
	Iteration 187Q: 3 clusters Score -9120573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9120601.000000 Penalty: 5351.972656
	Iteration 188Q: 3 clusters Score -9120601 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -9120589.000000 Penalty: 5351.972656
	Iteration 189Q: 3 clusters Score -9120589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -9120619.000000 Penalty: 5351.972656
	Iteration 190Q: 3 clusters Score -9120619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -9120632.000000 Penalty: 5351.972656
	Iteration 191Q: 3 clusters Score -9120632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -9120636.000000 Penalty: 5351.972656
	Iteration 192Q: 3 clusters Score -9120636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -9120646.000000 Penalty: 5351.972656
	Iteration 193Q: 3 clusters Score -9120646 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -9120665.000000 Penalty: 5351.972656
	Iteration 194Q: 3 clusters Score -9120665 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -9120665.000000 Penalty: 5351.972656
	Iteration 195Q: 3 clusters Score -9120665 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -9120675.000000 Penalty: 5351.972656
	Iteration 196Q: 3 clusters Score -9120675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -9120685.000000 Penalty: 5351.972656
	Iteration 197Q: 3 clusters Score -9120685 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -9120676.000000 Penalty: 5351.972656
	Iteration 198Q: 3 clusters Score -9120676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -9120671.000000 Penalty: 5351.972656
	Iteration 199Q: 3 clusters Score -9120671 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9120688.000000 Penalty: 5351.972656
	Iteration 200F: 3 clusters Score -9120688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -9120706.000000 Penalty: 5351.972656
	Iteration 201Q: 3 clusters Score -9120706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -9120717.000000 Penalty: 5351.972656
	Iteration 202Q: 3 clusters Score -9120717 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -9120710.000000 Penalty: 5351.972656
	Iteration 203Q: 3 clusters Score -9120710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -9120715.000000 Penalty: 5351.972656
	Iteration 204Q: 3 clusters Score -9120715 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -9120720.000000 Penalty: 5351.972656
	Iteration 205Q: 3 clusters Score -9120720 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -9120724.000000 Penalty: 5351.972656
	Iteration 206Q: 3 clusters Score -9120724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42396 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -9120759.000000 Penalty: 5351.972656
	Iteration 207Q: 3 clusters Score -9120759 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -9120788.000000 Penalty: 5351.972656
	Iteration 208Q: 3 clusters Score -9120788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -9120794.000000 Penalty: 5351.972656
	Iteration 209Q: 3 clusters Score -9120794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -9120809.000000 Penalty: 5351.972656
	Iteration 210Q: 3 clusters Score -9120809 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -9120827.000000 Penalty: 5351.972656
	Iteration 211Q: 3 clusters Score -9120827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -9120813.000000 Penalty: 5351.972656
	Iteration 212Q: 3 clusters Score -9120813 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -9120826.000000 Penalty: 5351.972656
	Iteration 213Q: 3 clusters Score -9120826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9120875.000000 Penalty: 5351.972656
	Iteration 214Q: 3 clusters Score -9120875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -9120875.000000 Penalty: 5351.972656
	Iteration 215Q: 3 clusters Score -9120875 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9120898.000000 Penalty: 5351.972656
	Iteration 216Q: 3 clusters Score -9120898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -9120912.000000 Penalty: 5351.972656
	Iteration 217Q: 3 clusters Score -9120912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -9120927.000000 Penalty: 5351.972656
	Iteration 218Q: 3 clusters Score -9120927 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -9120919.000000 Penalty: 5351.972656
	Iteration 219Q: 3 clusters Score -9120919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -9120951.000000 Penalty: 5351.972656
	Iteration 220F: 3 clusters Score -9120951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -9120945.000000 Penalty: 5351.972656
	Iteration 221Q: 3 clusters Score -9120945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -9120956.000000 Penalty: 5351.972656
	Iteration 222Q: 3 clusters Score -9120956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -9120947.000000 Penalty: 5351.972656
	Iteration 223Q: 3 clusters Score -9120947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -9120982.000000 Penalty: 5351.972656
	Iteration 224Q: 3 clusters Score -9120982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -9120974.000000 Penalty: 5351.972656
	Iteration 225Q: 3 clusters Score -9120974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -9120981.000000 Penalty: 5351.972656
	Iteration 226Q: 3 clusters Score -9120981 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9120992.000000 Penalty: 5351.972656
	Iteration 227Q: 3 clusters Score -9120992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9121004.000000 Penalty: 5351.972656
	Iteration 228Q: 3 clusters Score -9121004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -9121015.000000 Penalty: 5351.972656
	Iteration 229Q: 3 clusters Score -9121015 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -9121016.000000 Penalty: 5351.972656
	Iteration 230Q: 3 clusters Score -9121016 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -9121019.000000 Penalty: 5351.972656
	Iteration 231Q: 3 clusters Score -9121019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43746 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9121047.000000 Penalty: 5351.972656
	Iteration 232Q: 3 clusters Score -9121047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9121050.000000 Penalty: 5351.972656
	Iteration 233Q: 3 clusters Score -9121050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -9121063.000000 Penalty: 5351.972656
	Iteration 234Q: 3 clusters Score -9121063 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -9121057.000000 Penalty: 5351.972656
	Iteration 235Q: 3 clusters Score -9121057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -9121076.000000 Penalty: 5351.972656
	Iteration 236Q: 3 clusters Score -9121076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -9121067.000000 Penalty: 5351.972656
	Iteration 237Q: 3 clusters Score -9121067 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -9121078.000000 Penalty: 5351.972656
	Iteration 238Q: 3 clusters Score -9121078 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -9121090.000000 Penalty: 5351.972656
	Iteration 239Q: 3 clusters Score -9121090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44052 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -9121099.000000 Penalty: 5351.972656
	Iteration 240F: 3 clusters Score -9121099 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -9121081.000000 Penalty: 5351.972656
	Iteration 241Q: 3 clusters Score -9121081 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -9121091.000000 Penalty: 5351.972656
	Iteration 242Q: 3 clusters Score -9121091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9121087.000000 Penalty: 5351.972656
	Iteration 243Q: 3 clusters Score -9121087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -9121090.000000 Penalty: 5351.972656
	Iteration 244Q: 3 clusters Score -9121090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -9121080.000000 Penalty: 5351.972656
	Iteration 245Q: 3 clusters Score -9121080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -9121095.000000 Penalty: 5351.972656
	Iteration 246Q: 3 clusters Score -9121095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -9121088.000000 Penalty: 5351.972656
	Iteration 247Q: 3 clusters Score -9121088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -9121094.000000 Penalty: 5351.972656
	Iteration 248Q: 3 clusters Score -9121094 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -9121111.000000 Penalty: 5351.972656
	Iteration 249Q: 3 clusters Score -9121111 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -9121095.000000 Penalty: 5351.972656
	Iteration 250Q: 3 clusters Score -9121095 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -9121115.000000 Penalty: 5351.972656
	Iteration 251Q: 3 clusters Score -9121115 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -9121132.000000 Penalty: 5351.972656
	Iteration 252Q: 3 clusters Score -9121132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -9121111.000000 Penalty: 5351.972656
	Iteration 253Q: 3 clusters Score -9121111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -9121138.000000 Penalty: 5351.972656
	Iteration 254Q: 3 clusters Score -9121138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -9121142.000000 Penalty: 5351.972656
	Iteration 255Q: 3 clusters Score -9121142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9121126.000000 Penalty: 5351.972656
	Iteration 256Q: 3 clusters Score -9121126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -9121135.000000 Penalty: 5351.972656
	Iteration 257Q: 3 clusters Score -9121135 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -9121138.000000 Penalty: 5351.972656
	Iteration 258Q: 3 clusters Score -9121138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -9121132.000000 Penalty: 5351.972656
	Iteration 259Q: 3 clusters Score -9121132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -9121140.000000 Penalty: 5351.972656
	Iteration 260F: 3 clusters Score -9121140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -9121141.000000 Penalty: 5351.972656
	Iteration 261Q: 3 clusters Score -9121141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9121134.000000 Penalty: 5351.972656
	Iteration 262Q: 3 clusters Score -9121134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -9121148.000000 Penalty: 5351.972656
	Iteration 263Q: 3 clusters Score -9121148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9121163.000000 Penalty: 5351.972656
	Iteration 264Q: 3 clusters Score -9121163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -9121176.000000 Penalty: 5351.972656
	Iteration 265Q: 3 clusters Score -9121176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -9121181.000000 Penalty: 5351.972656
	Iteration 266Q: 3 clusters Score -9121181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -9121162.000000 Penalty: 5351.972656
	Iteration 267Q: 3 clusters Score -9121162 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -9121178.000000 Penalty: 5351.972656
	Iteration 268Q: 3 clusters Score -9121178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -9121164.000000 Penalty: 5351.972656
	Iteration 269Q: 3 clusters Score -9121164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -9121135.000000 Penalty: 5351.972656
	Iteration 270Q: 3 clusters Score -9121135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -9121155.000000 Penalty: 5351.972656
	Iteration 271Q: 3 clusters Score -9121155 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -9121160.000000 Penalty: 5351.972656
	Iteration 272Q: 3 clusters Score -9121160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -9121163.000000 Penalty: 5351.972656
	Iteration 273Q: 3 clusters Score -9121163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9121169.000000 Penalty: 5351.972656
	Iteration 274Q: 3 clusters Score -9121169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -9121170.000000 Penalty: 5351.972656
	Iteration 275Q: 3 clusters Score -9121170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9121159.000000 Penalty: 5351.972656
	Iteration 276Q: 3 clusters Score -9121159 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9121145.000000 Penalty: 5351.972656
	Iteration 277Q: 3 clusters Score -9121145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9121141.000000 Penalty: 5351.972656
	Iteration 278Q: 3 clusters Score -9121141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -9121142.000000 Penalty: 5351.972656
	Iteration 279Q: 3 clusters Score -9121142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9121169.000000 Penalty: 5351.972656
	Iteration 280F: 3 clusters Score -9121169 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -9121161.000000 Penalty: 5351.972656
	Iteration 281Q: 3 clusters Score -9121161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -9121137.000000 Penalty: 5351.972656
	Iteration 282Q: 3 clusters Score -9121137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9121141.000000 Penalty: 5351.972656
	Iteration 283Q: 3 clusters Score -9121141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -9121149.000000 Penalty: 5351.972656
	Iteration 284Q: 3 clusters Score -9121149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45904 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9121139.000000 Penalty: 5351.972656
	Iteration 285Q: 3 clusters Score -9121139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45950 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -9121149.000000 Penalty: 5351.972656
	Iteration 286Q: 3 clusters Score -9121149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9121135.000000 Penalty: 5351.972656
	Iteration 287Q: 3 clusters Score -9121135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -9121155.000000 Penalty: 5351.972656
	Iteration 288Q: 3 clusters Score -9121155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -9121152.000000 Penalty: 5351.972656
	Iteration 289Q: 3 clusters Score -9121152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -9121137.000000 Penalty: 5351.972656
	Iteration 290Q: 3 clusters Score -9121137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9121130.000000 Penalty: 5351.972656
	Iteration 291Q: 3 clusters Score -9121130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -9121120.000000 Penalty: 5351.972656
	Iteration 292Q: 3 clusters Score -9121120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9121124.000000 Penalty: 5351.972656
	Iteration 293Q: 3 clusters Score -9121124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9121107.000000 Penalty: 5351.972656
	Iteration 294Q: 3 clusters Score -9121107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -9121117.000000 Penalty: 5351.972656
	Iteration 295Q: 3 clusters Score -9121117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9121108.000000 Penalty: 5351.972656
	Iteration 296Q: 3 clusters Score -9121108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9121119.000000 Penalty: 5351.972656
	Iteration 297Q: 3 clusters Score -9121119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -9121104.000000 Penalty: 5351.972656
	Iteration 298Q: 3 clusters Score -9121104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9121090.000000 Penalty: 5351.972656
	Iteration 299Q: 3 clusters Score -9121090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9121100.000000 Penalty: 5351.972656
	Iteration 300F: 3 clusters Score -9121100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9121084.000000 Penalty: 5351.972656
	Iteration 301Q: 3 clusters Score -9121084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9121068.000000 Penalty: 5351.972656
	Iteration 302Q: 3 clusters Score -9121068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46343 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9121056.000000 Penalty: 5351.972656
	Iteration 303Q: 3 clusters Score -9121056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9121056.000000 Penalty: 5351.972656
	Iteration 304Q: 3 clusters Score -9121056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -9121046.000000 Penalty: 5351.972656
	Iteration 305Q: 3 clusters Score -9121046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9121053.000000 Penalty: 5351.972656
	Iteration 306Q: 3 clusters Score -9121053 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9121053.000000 Penalty: 5351.972656
	Iteration 307Q: 3 clusters Score -9121053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9121058.000000 Penalty: 5351.972656
	Iteration 308Q: 3 clusters Score -9121058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9121053.000000 Penalty: 5351.972656
	Iteration 309Q: 3 clusters Score -9121053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9121050.000000 Penalty: 5351.972656
	Iteration 310Q: 3 clusters Score -9121050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -9121044.000000 Penalty: 5351.972656
	Iteration 311Q: 3 clusters Score -9121044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -9121037.000000 Penalty: 5351.972656
	Iteration 312Q: 3 clusters Score -9121037 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9121031.000000 Penalty: 5351.972656
	Iteration 313Q: 3 clusters Score -9121031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46580 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9121027.000000 Penalty: 5351.972656
	Iteration 314Q: 3 clusters Score -9121027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9121027.000000 Penalty: 5351.972656
	Iteration 315Q: 3 clusters Score -9121027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9121013.000000 Penalty: 5351.972656
	Iteration 316Q: 3 clusters Score -9121013 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9121024.000000 Penalty: 5351.972656
	Iteration 317Q: 3 clusters Score -9121024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -9121035.000000 Penalty: 5351.972656
	Iteration 318Q: 3 clusters Score -9121035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9121031.000000 Penalty: 5351.972656
	Iteration 319Q: 3 clusters Score -9121031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9121035.000000 Penalty: 5351.972656
	Iteration 320F: 3 clusters Score -9121035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9121038.000000 Penalty: 5351.972656
	Iteration 321Q: 3 clusters Score -9121038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46726 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -9121020.000000 Penalty: 5351.972656
	Iteration 322Q: 3 clusters Score -9121020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9121037.000000 Penalty: 5351.972656
	Iteration 323Q: 3 clusters Score -9121037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9121023.000000 Penalty: 5351.972656
	Iteration 324Q: 3 clusters Score -9121023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9121032.000000 Penalty: 5351.972656
	Iteration 325Q: 3 clusters Score -9121032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9121029.000000 Penalty: 5351.972656
	Iteration 326Q: 3 clusters Score -9121029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9121008.000000 Penalty: 5351.972656
	Iteration 327Q: 3 clusters Score -9121008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9120998.000000 Penalty: 5351.972656
	Iteration 328Q: 3 clusters Score -9120998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -9121001.000000 Penalty: 5351.972656
	Iteration 329Q: 3 clusters Score -9121001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9121001.000000 Penalty: 5351.972656
	Iteration 330Q: 3 clusters Score -9121001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9120995.000000 Penalty: 5351.972656
	Iteration 331Q: 3 clusters Score -9120995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9120997.000000 Penalty: 5351.972656
	Iteration 332Q: 3 clusters Score -9120997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9120985.000000 Penalty: 5351.972656
	Iteration 333Q: 3 clusters Score -9120985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9120981.000000 Penalty: 5351.972656
	Iteration 334Q: 3 clusters Score -9120981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9120983.000000 Penalty: 5351.972656
	Iteration 335Q: 3 clusters Score -9120983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9120990.000000 Penalty: 5351.972656
	Iteration 336Q: 3 clusters Score -9120990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9120988.000000 Penalty: 5351.972656
	Iteration 337Q: 3 clusters Score -9120988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -9120994.000000 Penalty: 5351.972656
	Iteration 338Q: 3 clusters Score -9120994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9120996.000000 Penalty: 5351.972656
	Iteration 339Q: 3 clusters Score -9120996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9120992.000000 Penalty: 5351.972656
	Iteration 340F: 3 clusters Score -9120992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9120990.000000 Penalty: 5351.972656
	Iteration 341Q: 3 clusters Score -9120990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -9120997.000000 Penalty: 5351.972656
	Iteration 342Q: 3 clusters Score -9120997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46947 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -9121008.000000 Penalty: 5351.972656
	Iteration 343Q: 3 clusters Score -9121008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9121006.000000 Penalty: 5351.972656
	Iteration 344Q: 3 clusters Score -9121006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -9121004.000000 Penalty: 5351.972656
	Iteration 345Q: 3 clusters Score -9121004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9121005.000000 Penalty: 5351.972656
	Iteration 346Q: 3 clusters Score -9121005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9121010.000000 Penalty: 5351.972656
	Iteration 347Q: 3 clusters Score -9121010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9121025.000000 Penalty: 5351.972656
	Iteration 348Q: 3 clusters Score -9121025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9121023.000000 Penalty: 5351.972656
	Iteration 349Q: 3 clusters Score -9121023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9121019.000000 Penalty: 5351.972656
	Iteration 350Q: 3 clusters Score -9121019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9121025.000000 Penalty: 5351.972656
	Iteration 351Q: 3 clusters Score -9121025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9121025.000000 Penalty: 5351.972656
	Iteration 352F: 3 clusters Score -9121025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Entering Unmasked Estep 
Score: -1558549.750000 Penalty: 2239.889404
	Iteration 0F: 2 clusters Score -1558550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1551945.125000 Penalty: 4479.778809
	Iteration 0F: 3 clusters Score -1551945 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1553704.250000 Penalty: 4479.778809
	Iteration 1F: 3 clusters Score -1553704 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1553937.500000 Penalty: 4479.778809
	Iteration 2F: 3 clusters Score -1553938 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1554082.375000 Penalty: 4479.778809
	Iteration 3Q: 3 clusters Score -1554082 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1554200.375000 Penalty: 4479.778809
	Iteration 4Q: 3 clusters Score -1554200 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1554299.000000 Penalty: 4479.778809
	Iteration 5Q: 3 clusters Score -1554299 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1554406.375000 Penalty: 4479.778809
	Iteration 6Q: 3 clusters Score -1554406 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1554513.125000 Penalty: 4479.778809
	Iteration 7Q: 3 clusters Score -1554513 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1554596.625000 Penalty: 4479.778809
	Iteration 8Q: 3 clusters Score -1554597 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1554710.000000 Penalty: 4479.778809
	Iteration 9Q: 3 clusters Score -1554710 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1554847.000000 Penalty: 4479.778809
	Iteration 10Q: 3 clusters Score -1554847 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1555004.250000 Penalty: 4479.778809
	Iteration 11Q: 3 clusters Score -1555004 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1555156.875000 Penalty: 4479.778809
	Iteration 12Q: 3 clusters Score -1555157 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1555350.625000 Penalty: 4479.778809
	Iteration 13Q: 3 clusters Score -1555351 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1555555.750000 Penalty: 4479.778809
	Iteration 14Q: 3 clusters Score -1555556 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1555752.500000 Penalty: 4479.778809
	Iteration 15Q: 3 clusters Score -1555752 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1555926.625000 Penalty: 4479.778809
	Iteration 16Q: 3 clusters Score -1555927 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1556073.250000 Penalty: 4479.778809
	Iteration 17Q: 3 clusters Score -1556073 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1556209.500000 Penalty: 4479.778809
	Iteration 18Q: 3 clusters Score -1556210 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1556315.125000 Penalty: 4479.778809
	Iteration 19Q: 3 clusters Score -1556315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1556381.500000 Penalty: 4479.778809
	Iteration 20F: 3 clusters Score -1556382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1556435.375000 Penalty: 4479.778809
	Iteration 21Q: 3 clusters Score -1556435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1556464.375000 Penalty: 4479.778809
	Iteration 22Q: 3 clusters Score -1556464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1556488.625000 Penalty: 4479.778809
	Iteration 23Q: 3 clusters Score -1556489 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1556512.375000 Penalty: 4479.778809
	Iteration 24Q: 3 clusters Score -1556512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1556526.875000 Penalty: 4479.778809
	Iteration 25Q: 3 clusters Score -1556527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1556542.250000 Penalty: 4479.778809
	Iteration 26Q: 3 clusters Score -1556542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1556550.500000 Penalty: 4479.778809
	Iteration 27Q: 3 clusters Score -1556550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1556561.750000 Penalty: 4479.778809
	Iteration 28Q: 3 clusters Score -1556562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1556574.000000 Penalty: 4479.778809
	Iteration 29Q: 3 clusters Score -1556574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1556588.500000 Penalty: 4479.778809
	Iteration 30Q: 3 clusters Score -1556588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1556601.375000 Penalty: 4479.778809
	Iteration 31Q: 3 clusters Score -1556601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1556615.125000 Penalty: 4479.778809
	Iteration 32Q: 3 clusters Score -1556615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1556621.125000 Penalty: 4479.778809
	Iteration 33Q: 3 clusters Score -1556621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1556624.000000 Penalty: 4479.778809
	Iteration 34Q: 3 clusters Score -1556624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1556626.625000 Penalty: 4479.778809
	Iteration 35Q: 3 clusters Score -1556627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1556626.000000 Penalty: 4479.778809
	Iteration 36Q: 3 clusters Score -1556626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1556626.000000 Penalty: 4479.778809
	Iteration 37F: 3 clusters Score -1556626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Entering Unmasked Estep 
Score: -9749545.000000 Penalty: 2691.865234
	Iteration 0F: 2 clusters Score -9749545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -9718354.000000 Penalty: 5383.730469
	Iteration 0F: 3 clusters Score -9718354 nChanged 23869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -9731816.000000 Penalty: 5383.730469
	Iteration 1F: 3 clusters Score -9731816 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9732525.000000 Penalty: 5383.730469
	Iteration 2Q: 3 clusters Score -9732525 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9733287.000000 Penalty: 5383.730469
	Iteration 3Q: 3 clusters Score -9733287 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -9734324.000000 Penalty: 5383.730469
	Iteration 4Q: 3 clusters Score -9734324 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -9735761.000000 Penalty: 5383.730469
	Iteration 5F: 3 clusters Score -9735761 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -9737919.000000 Penalty: 5383.730469
	Iteration 6F: 3 clusters Score -9737919 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -9740890.000000 Penalty: 5383.730469
	Iteration 7F: 3 clusters Score -9740890 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -9743895.000000 Penalty: 5383.730469
	Iteration 8F: 3 clusters Score -9743895 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -9745661.000000 Penalty: 5383.730469
	Iteration 9F: 3 clusters Score -9745661 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -9746538.000000 Penalty: 5383.730469
	Iteration 10Q: 3 clusters Score -9746538 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -9747082.000000 Penalty: 5383.730469
	Iteration 11Q: 3 clusters Score -9747082 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -9747565.000000 Penalty: 5383.730469
	Iteration 12Q: 3 clusters Score -9747565 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -9747998.000000 Penalty: 5383.730469
	Iteration 13Q: 3 clusters Score -9747998 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -9748302.000000 Penalty: 5383.730469
	Iteration 14Q: 3 clusters Score -9748302 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -9748533.000000 Penalty: 5383.730469
	Iteration 15Q: 3 clusters Score -9748533 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -9748687.000000 Penalty: 5383.730469
	Iteration 16Q: 3 clusters Score -9748687 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -9748843.000000 Penalty: 5383.730469
	Iteration 17Q: 3 clusters Score -9748843 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -9748966.000000 Penalty: 5383.730469
	Iteration 18Q: 3 clusters Score -9748966 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -9748989.000000 Penalty: 5383.730469
	Iteration 19Q: 3 clusters Score -9748989 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -9748989.000000 Penalty: 5383.730469
	Iteration 20F: 3 clusters Score -9748989 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -9748989.000000 Penalty: 5383.730469
	Iteration 21Q: 3 clusters Score -9748989 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -9748997.000000 Penalty: 5383.730469
	Iteration 22Q: 3 clusters Score -9748997 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -9749011.000000 Penalty: 5383.730469
	Iteration 23Q: 3 clusters Score -9749011 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -9748989.000000 Penalty: 5383.730469
	Iteration 24Q: 3 clusters Score -9748989 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -9748997.000000 Penalty: 5383.730469
	Iteration 25Q: 3 clusters Score -9748997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9748998.000000 Penalty: 5383.730469
	Iteration 26Q: 3 clusters Score -9748998 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -9748997.000000 Penalty: 5383.730469
	Iteration 27Q: 3 clusters Score -9748997 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -9749013.000000 Penalty: 5383.730469
	Iteration 28Q: 3 clusters Score -9749013 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9749018.000000 Penalty: 5383.730469
	Iteration 29Q: 3 clusters Score -9749018 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -9749026.000000 Penalty: 5383.730469
	Iteration 30Q: 3 clusters Score -9749026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -9749036.000000 Penalty: 5383.730469
	Iteration 31Q: 3 clusters Score -9749036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -9749055.000000 Penalty: 5383.730469
	Iteration 32Q: 3 clusters Score -9749055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -9749052.000000 Penalty: 5383.730469
	Iteration 33Q: 3 clusters Score -9749052 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9749032.000000 Penalty: 5383.730469
	Iteration 34Q: 3 clusters Score -9749032 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9749046.000000 Penalty: 5383.730469
	Iteration 35Q: 3 clusters Score -9749046 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -9749031.000000 Penalty: 5383.730469
	Iteration 36Q: 3 clusters Score -9749031 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -9749018.000000 Penalty: 5383.730469
	Iteration 37Q: 3 clusters Score -9749018 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -9749010.000000 Penalty: 5383.730469
	Iteration 38Q: 3 clusters Score -9749010 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9749022.000000 Penalty: 5383.730469
	Iteration 39Q: 3 clusters Score -9749022 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -9749011.000000 Penalty: 5383.730469
	Iteration 40F: 3 clusters Score -9749011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -9749019.000000 Penalty: 5383.730469
	Iteration 41Q: 3 clusters Score -9749019 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -9749001.000000 Penalty: 5383.730469
	Iteration 42Q: 3 clusters Score -9749001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -9749004.000000 Penalty: 5383.730469
	Iteration 43Q: 3 clusters Score -9749004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -9749019.000000 Penalty: 5383.730469
	Iteration 44Q: 3 clusters Score -9749019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -9749011.000000 Penalty: 5383.730469
	Iteration 45Q: 3 clusters Score -9749011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 36610 members 
Entering Unmasked Estep 
Score: -9748996.000000 Penalty: 5383.730469
	Iteration 46Q: 3 clusters Score -9748996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -9748998.000000 Penalty: 5383.730469
	Iteration 47Q: 3 clusters Score -9748998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -9749006.000000 Penalty: 5383.730469
	Iteration 48Q: 3 clusters Score -9749006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -9748981.000000 Penalty: 5383.730469
	Iteration 49Q: 3 clusters Score -9748981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -9748982.000000 Penalty: 5383.730469
	Iteration 50Q: 3 clusters Score -9748982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -9748991.000000 Penalty: 5383.730469
	Iteration 51Q: 3 clusters Score -9748991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9748992.000000 Penalty: 5383.730469
	Iteration 52Q: 3 clusters Score -9748992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -9748988.000000 Penalty: 5383.730469
	Iteration 53Q: 3 clusters Score -9748988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -9748970.000000 Penalty: 5383.730469
	Iteration 54Q: 3 clusters Score -9748970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9748973.000000 Penalty: 5383.730469
	Iteration 55Q: 3 clusters Score -9748973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -9748971.000000 Penalty: 5383.730469
	Iteration 56Q: 3 clusters Score -9748971 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -9748978.000000 Penalty: 5383.730469
	Iteration 57Q: 3 clusters Score -9748978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -9748980.000000 Penalty: 5383.730469
	Iteration 58Q: 3 clusters Score -9748980 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -9748975.000000 Penalty: 5383.730469
	Iteration 59Q: 3 clusters Score -9748975 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 37305 members 
Entering Unmasked Estep 
Score: -9748975.000000 Penalty: 5383.730469
	Iteration 60F: 3 clusters Score -9748975 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -9748996.000000 Penalty: 5383.730469
	Iteration 61Q: 3 clusters Score -9748996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -9748998.000000 Penalty: 5383.730469
	Iteration 62Q: 3 clusters Score -9748998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -9749003.000000 Penalty: 5383.730469
	Iteration 63Q: 3 clusters Score -9749003 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 37693 members 
Entering Unmasked Estep 
Score: -9749001.000000 Penalty: 5383.730469
	Iteration 64Q: 3 clusters Score -9749001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -9749050.000000 Penalty: 5383.730469
	Iteration 65Q: 3 clusters Score -9749050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -9749034.000000 Penalty: 5383.730469
	Iteration 66Q: 3 clusters Score -9749034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -9749029.000000 Penalty: 5383.730469
	Iteration 67Q: 3 clusters Score -9749029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -9749035.000000 Penalty: 5383.730469
	Iteration 68Q: 3 clusters Score -9749035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -9749039.000000 Penalty: 5383.730469
	Iteration 69Q: 3 clusters Score -9749039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -9749038.000000 Penalty: 5383.730469
	Iteration 70Q: 3 clusters Score -9749038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9749039.000000 Penalty: 5383.730469
	Iteration 71Q: 3 clusters Score -9749039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -9749029.000000 Penalty: 5383.730469
	Iteration 72Q: 3 clusters Score -9749029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -9749031.000000 Penalty: 5383.730469
	Iteration 73Q: 3 clusters Score -9749031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -9749041.000000 Penalty: 5383.730469
	Iteration 74Q: 3 clusters Score -9749041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -9749036.000000 Penalty: 5383.730469
	Iteration 75Q: 3 clusters Score -9749036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -9749037.000000 Penalty: 5383.730469
	Iteration 76Q: 3 clusters Score -9749037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -9749031.000000 Penalty: 5383.730469
	Iteration 77Q: 3 clusters Score -9749031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -9749022.000000 Penalty: 5383.730469
	Iteration 78Q: 3 clusters Score -9749022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -9749019.000000 Penalty: 5383.730469
	Iteration 79Q: 3 clusters Score -9749019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -9749008.000000 Penalty: 5383.730469
	Iteration 80F: 3 clusters Score -9749008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -9749011.000000 Penalty: 5383.730469
	Iteration 81Q: 3 clusters Score -9749011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -9748996.000000 Penalty: 5383.730469
	Iteration 82Q: 3 clusters Score -9748996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -9748989.000000 Penalty: 5383.730469
	Iteration 83Q: 3 clusters Score -9748989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -9748995.000000 Penalty: 5383.730469
	Iteration 84Q: 3 clusters Score -9748995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -9749002.000000 Penalty: 5383.730469
	Iteration 85Q: 3 clusters Score -9749002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -9748995.000000 Penalty: 5383.730469
	Iteration 86Q: 3 clusters Score -9748995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -9748981.000000 Penalty: 5383.730469
	Iteration 87Q: 3 clusters Score -9748981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -9748995.000000 Penalty: 5383.730469
	Iteration 88Q: 3 clusters Score -9748995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -9749000.000000 Penalty: 5383.730469
	Iteration 89Q: 3 clusters Score -9749000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9749003.000000 Penalty: 5383.730469
	Iteration 90Q: 3 clusters Score -9749003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -9749006.000000 Penalty: 5383.730469
	Iteration 91Q: 3 clusters Score -9749006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -9749003.000000 Penalty: 5383.730469
	Iteration 92Q: 3 clusters Score -9749003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9748986.000000 Penalty: 5383.730469
	Iteration 93Q: 3 clusters Score -9748986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9748978.000000 Penalty: 5383.730469
	Iteration 94Q: 3 clusters Score -9748978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -9748979.000000 Penalty: 5383.730469
	Iteration 95Q: 3 clusters Score -9748979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -9748987.000000 Penalty: 5383.730469
	Iteration 96Q: 3 clusters Score -9748987 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -9748985.000000 Penalty: 5383.730469
	Iteration 97Q: 3 clusters Score -9748985 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9748992.000000 Penalty: 5383.730469
	Iteration 98Q: 3 clusters Score -9748992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9749004.000000 Penalty: 5383.730469
	Iteration 99Q: 3 clusters Score -9749004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -9748965.000000 Penalty: 5383.730469
	Iteration 100F: 3 clusters Score -9748965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -9748978.000000 Penalty: 5383.730469
	Iteration 101Q: 3 clusters Score -9748978 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -9748953.000000 Penalty: 5383.730469
	Iteration 102Q: 3 clusters Score -9748953 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -9748946.000000 Penalty: 5383.730469
	Iteration 103Q: 3 clusters Score -9748946 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -9748947.000000 Penalty: 5383.730469
	Iteration 104Q: 3 clusters Score -9748947 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -9748942.000000 Penalty: 5383.730469
	Iteration 105Q: 3 clusters Score -9748942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -9748930.000000 Penalty: 5383.730469
	Iteration 106Q: 3 clusters Score -9748930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -9748950.000000 Penalty: 5383.730469
	Iteration 107Q: 3 clusters Score -9748950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -9748941.000000 Penalty: 5383.730469
	Iteration 108Q: 3 clusters Score -9748941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9748944.000000 Penalty: 5383.730469
	Iteration 109Q: 3 clusters Score -9748944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9748949.000000 Penalty: 5383.730469
	Iteration 110Q: 3 clusters Score -9748949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9748963.000000 Penalty: 5383.730469
	Iteration 111Q: 3 clusters Score -9748963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -9748960.000000 Penalty: 5383.730469
	Iteration 112Q: 3 clusters Score -9748960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -9748962.000000 Penalty: 5383.730469
	Iteration 113Q: 3 clusters Score -9748962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -9748951.000000 Penalty: 5383.730469
	Iteration 114Q: 3 clusters Score -9748951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -9748950.000000 Penalty: 5383.730469
	Iteration 115Q: 3 clusters Score -9748950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -9748949.000000 Penalty: 5383.730469
	Iteration 116Q: 3 clusters Score -9748949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -9748944.000000 Penalty: 5383.730469
	Iteration 117Q: 3 clusters Score -9748944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -9748940.000000 Penalty: 5383.730469
	Iteration 118Q: 3 clusters Score -9748940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -9748946.000000 Penalty: 5383.730469
	Iteration 119Q: 3 clusters Score -9748946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -9748946.000000 Penalty: 5383.730469
	Iteration 120F: 3 clusters Score -9748946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -9748941.000000 Penalty: 5383.730469
	Iteration 121Q: 3 clusters Score -9748941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9748951.000000 Penalty: 5383.730469
	Iteration 122Q: 3 clusters Score -9748951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9748951.000000 Penalty: 5383.730469
	Iteration 123Q: 3 clusters Score -9748951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9748948.000000 Penalty: 5383.730469
	Iteration 124Q: 3 clusters Score -9748948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
Score: -9748948.000000 Penalty: 5383.730469
	Iteration 125F: 3 clusters Score -9748948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Entering Unmasked Estep 
Score: -6707519.500000 Penalty: 2600.828125
	Iteration 0F: 2 clusters Score -6707520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -6683441.500000 Penalty: 5201.656250
	Iteration 0F: 3 clusters Score -6683442 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -6692220.500000 Penalty: 5201.656250
	Iteration 1F: 3 clusters Score -6692220 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -6692896.000000 Penalty: 5201.656250
	Iteration 2Q: 3 clusters Score -6692896 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -6693729.000000 Penalty: 5201.656250
	Iteration 3Q: 3 clusters Score -6693729 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -6694830.000000 Penalty: 5201.656250
	Iteration 4F: 3 clusters Score -6694830 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -6696192.500000 Penalty: 5201.656250
	Iteration 5F: 3 clusters Score -6696192 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -6697980.500000 Penalty: 5201.656250
	Iteration 6F: 3 clusters Score -6697980 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -6700128.000000 Penalty: 5201.656250
	Iteration 7F: 3 clusters Score -6700128 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -6702370.000000 Penalty: 5201.656250
	Iteration 8F: 3 clusters Score -6702370 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -6703852.000000 Penalty: 5201.656250
	Iteration 9Q: 3 clusters Score -6703852 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -6704440.500000 Penalty: 5201.656250
	Iteration 10Q: 3 clusters Score -6704440 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6704675.000000 Penalty: 5201.656250
	Iteration 11Q: 3 clusters Score -6704675 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -6704815.500000 Penalty: 5201.656250
	Iteration 12Q: 3 clusters Score -6704816 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -6704907.500000 Penalty: 5201.656250
	Iteration 13Q: 3 clusters Score -6704908 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -6704974.500000 Penalty: 5201.656250
	Iteration 14Q: 3 clusters Score -6704974 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6705059.000000 Penalty: 5201.656250
	Iteration 15Q: 3 clusters Score -6705059 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -6705139.000000 Penalty: 5201.656250
	Iteration 16Q: 3 clusters Score -6705139 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -6705183.000000 Penalty: 5201.656250
	Iteration 17Q: 3 clusters Score -6705183 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6705232.500000 Penalty: 5201.656250
	Iteration 18Q: 3 clusters Score -6705232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -6705299.000000 Penalty: 5201.656250
	Iteration 19Q: 3 clusters Score -6705299 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -6705356.500000 Penalty: 5201.656250
	Iteration 20F: 3 clusters Score -6705356 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -6705389.000000 Penalty: 5201.656250
	Iteration 21Q: 3 clusters Score -6705389 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -6705453.000000 Penalty: 5201.656250
	Iteration 22Q: 3 clusters Score -6705453 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -6705508.000000 Penalty: 5201.656250
	Iteration 23Q: 3 clusters Score -6705508 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6705549.500000 Penalty: 5201.656250
	Iteration 24Q: 3 clusters Score -6705550 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6705586.000000 Penalty: 5201.656250
	Iteration 25Q: 3 clusters Score -6705586 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6705596.000000 Penalty: 5201.656250
	Iteration 26Q: 3 clusters Score -6705596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6705645.500000 Penalty: 5201.656250
	Iteration 27Q: 3 clusters Score -6705646 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6705680.500000 Penalty: 5201.656250
	Iteration 28Q: 3 clusters Score -6705680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6705717.500000 Penalty: 5201.656250
	Iteration 29Q: 3 clusters Score -6705718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -6705754.500000 Penalty: 5201.656250
	Iteration 30Q: 3 clusters Score -6705754 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6705759.000000 Penalty: 5201.656250
	Iteration 31Q: 3 clusters Score -6705759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -6705775.000000 Penalty: 5201.656250
	Iteration 32Q: 3 clusters Score -6705775 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -6705797.500000 Penalty: 5201.656250
	Iteration 33Q: 3 clusters Score -6705798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6705810.500000 Penalty: 5201.656250
	Iteration 34Q: 3 clusters Score -6705810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6705819.500000 Penalty: 5201.656250
	Iteration 35Q: 3 clusters Score -6705820 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6705823.500000 Penalty: 5201.656250
	Iteration 36Q: 3 clusters Score -6705824 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6705842.000000 Penalty: 5201.656250
	Iteration 37Q: 3 clusters Score -6705842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -6705862.500000 Penalty: 5201.656250
	Iteration 38Q: 3 clusters Score -6705862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6705886.000000 Penalty: 5201.656250
	Iteration 39Q: 3 clusters Score -6705886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6705895.500000 Penalty: 5201.656250
	Iteration 40F: 3 clusters Score -6705896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -6705902.000000 Penalty: 5201.656250
	Iteration 41Q: 3 clusters Score -6705902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6705921.500000 Penalty: 5201.656250
	Iteration 42Q: 3 clusters Score -6705922 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -6705931.500000 Penalty: 5201.656250
	Iteration 43Q: 3 clusters Score -6705932 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6705949.500000 Penalty: 5201.656250
	Iteration 44Q: 3 clusters Score -6705950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6705956.000000 Penalty: 5201.656250
	Iteration 45Q: 3 clusters Score -6705956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6705971.500000 Penalty: 5201.656250
	Iteration 46Q: 3 clusters Score -6705972 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6705985.500000 Penalty: 5201.656250
	Iteration 47Q: 3 clusters Score -6705986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6705994.000000 Penalty: 5201.656250
	Iteration 48Q: 3 clusters Score -6705994 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6705996.000000 Penalty: 5201.656250
	Iteration 49Q: 3 clusters Score -6705996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6706003.000000 Penalty: 5201.656250
	Iteration 50Q: 3 clusters Score -6706003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6706002.000000 Penalty: 5201.656250
	Iteration 51Q: 3 clusters Score -6706002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6706000.500000 Penalty: 5201.656250
	Iteration 52Q: 3 clusters Score -6706000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6706011.500000 Penalty: 5201.656250
	Iteration 53Q: 3 clusters Score -6706012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -6706006.500000 Penalty: 5201.656250
	Iteration 54Q: 3 clusters Score -6706006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -6706009.000000 Penalty: 5201.656250
	Iteration 55Q: 3 clusters Score -6706009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6706019.500000 Penalty: 5201.656250
	Iteration 56Q: 3 clusters Score -6706020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6706009.000000 Penalty: 5201.656250
	Iteration 57Q: 3 clusters Score -6706009 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6706015.500000 Penalty: 5201.656250
	Iteration 58Q: 3 clusters Score -6706016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -6706018.000000 Penalty: 5201.656250
	Iteration 59Q: 3 clusters Score -6706018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -6706025.000000 Penalty: 5201.656250
	Iteration 60F: 3 clusters Score -6706025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -6706027.500000 Penalty: 5201.656250
	Iteration 61Q: 3 clusters Score -6706028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -6706030.000000 Penalty: 5201.656250
	Iteration 62Q: 3 clusters Score -6706030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6706033.000000 Penalty: 5201.656250
	Iteration 63Q: 3 clusters Score -6706033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6706031.000000 Penalty: 5201.656250
	Iteration 64Q: 3 clusters Score -6706031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -6706032.000000 Penalty: 5201.656250
	Iteration 65Q: 3 clusters Score -6706032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6706028.000000 Penalty: 5201.656250
	Iteration 66Q: 3 clusters Score -6706028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6706021.500000 Penalty: 5201.656250
	Iteration 67Q: 3 clusters Score -6706022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6706025.500000 Penalty: 5201.656250
	Iteration 68Q: 3 clusters Score -6706026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -6706025.500000 Penalty: 5201.656250
	Iteration 69F: 3 clusters Score -6706026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Entering Unmasked Estep 
Score: -8716427.000000 Penalty: 2664.393799
	Iteration 0F: 2 clusters Score -8716427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8687389.000000 Penalty: 5328.787598
	Iteration 0F: 3 clusters Score -8687389 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8699249.000000 Penalty: 5328.787598
	Iteration 1F: 3 clusters Score -8699249 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8699816.000000 Penalty: 5328.787598
	Iteration 2Q: 3 clusters Score -8699816 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8700272.000000 Penalty: 5328.787598
	Iteration 3Q: 3 clusters Score -8700272 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8700731.000000 Penalty: 5328.787598
	Iteration 4Q: 3 clusters Score -8700731 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8701224.000000 Penalty: 5328.787598
	Iteration 5Q: 3 clusters Score -8701224 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -8701741.000000 Penalty: 5328.787598
	Iteration 6Q: 3 clusters Score -8701741 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -8702412.000000 Penalty: 5328.787598
	Iteration 7Q: 3 clusters Score -8702412 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8703416.000000 Penalty: 5328.787598
	Iteration 8Q: 3 clusters Score -8703416 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -8704777.000000 Penalty: 5328.787598
	Iteration 9Q: 3 clusters Score -8704777 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -8706338.000000 Penalty: 5328.787598
	Iteration 10F: 3 clusters Score -8706338 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -8707902.000000 Penalty: 5328.787598
	Iteration 11F: 3 clusters Score -8707902 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -8709158.000000 Penalty: 5328.787598
	Iteration 12Q: 3 clusters Score -8709158 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -8710034.000000 Penalty: 5328.787598
	Iteration 13Q: 3 clusters Score -8710034 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -8710622.000000 Penalty: 5328.787598
	Iteration 14Q: 3 clusters Score -8710622 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -8711187.000000 Penalty: 5328.787598
	Iteration 15Q: 3 clusters Score -8711187 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -8711735.000000 Penalty: 5328.787598
	Iteration 16Q: 3 clusters Score -8711735 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8712217.000000 Penalty: 5328.787598
	Iteration 17Q: 3 clusters Score -8712217 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8712644.000000 Penalty: 5328.787598
	Iteration 18Q: 3 clusters Score -8712644 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -8713050.000000 Penalty: 5328.787598
	Iteration 19Q: 3 clusters Score -8713050 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -8713333.000000 Penalty: 5328.787598
	Iteration 20F: 3 clusters Score -8713333 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -8713591.000000 Penalty: 5328.787598
	Iteration 21Q: 3 clusters Score -8713591 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -8713829.000000 Penalty: 5328.787598
	Iteration 22Q: 3 clusters Score -8713829 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -8714069.000000 Penalty: 5328.787598
	Iteration 23Q: 3 clusters Score -8714069 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8714307.000000 Penalty: 5328.787598
	Iteration 24Q: 3 clusters Score -8714307 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -8714506.000000 Penalty: 5328.787598
	Iteration 25Q: 3 clusters Score -8714506 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -8714680.000000 Penalty: 5328.787598
	Iteration 26Q: 3 clusters Score -8714680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -8714853.000000 Penalty: 5328.787598
	Iteration 27Q: 3 clusters Score -8714853 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -8714956.000000 Penalty: 5328.787598
	Iteration 28Q: 3 clusters Score -8714956 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -8715007.000000 Penalty: 5328.787598
	Iteration 29Q: 3 clusters Score -8715007 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -8715092.000000 Penalty: 5328.787598
	Iteration 30Q: 3 clusters Score -8715092 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -8715169.000000 Penalty: 5328.787598
	Iteration 31Q: 3 clusters Score -8715169 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -8715187.000000 Penalty: 5328.787598
	Iteration 32Q: 3 clusters Score -8715187 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -8715197.000000 Penalty: 5328.787598
	Iteration 33Q: 3 clusters Score -8715197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8715191.000000 Penalty: 5328.787598
	Iteration 34Q: 3 clusters Score -8715191 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -8715198.000000 Penalty: 5328.787598
	Iteration 35Q: 3 clusters Score -8715198 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -8715172.000000 Penalty: 5328.787598
	Iteration 36Q: 3 clusters Score -8715172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -8715199.000000 Penalty: 5328.787598
	Iteration 37Q: 3 clusters Score -8715199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -8715189.000000 Penalty: 5328.787598
	Iteration 38Q: 3 clusters Score -8715189 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8715201.000000 Penalty: 5328.787598
	Iteration 39Q: 3 clusters Score -8715201 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -8715193.000000 Penalty: 5328.787598
	Iteration 40F: 3 clusters Score -8715193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8715197.000000 Penalty: 5328.787598
	Iteration 41Q: 3 clusters Score -8715197 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -8715184.000000 Penalty: 5328.787598
	Iteration 42Q: 3 clusters Score -8715184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8715178.000000 Penalty: 5328.787598
	Iteration 43Q: 3 clusters Score -8715178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -8715162.000000 Penalty: 5328.787598
	Iteration 44Q: 3 clusters Score -8715162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -8715147.000000 Penalty: 5328.787598
	Iteration 45Q: 3 clusters Score -8715147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -8715146.000000 Penalty: 5328.787598
	Iteration 46Q: 3 clusters Score -8715146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -8715175.000000 Penalty: 5328.787598
	Iteration 47Q: 3 clusters Score -8715175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -8715197.000000 Penalty: 5328.787598
	Iteration 48Q: 3 clusters Score -8715197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -8715197.000000 Penalty: 5328.787598
	Iteration 49Q: 3 clusters Score -8715197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -8715195.000000 Penalty: 5328.787598
	Iteration 50Q: 3 clusters Score -8715195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -8715209.000000 Penalty: 5328.787598
	Iteration 51Q: 3 clusters Score -8715209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8715210.000000 Penalty: 5328.787598
	Iteration 52Q: 3 clusters Score -8715210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -8715210.000000 Penalty: 5328.787598
	Iteration 53Q: 3 clusters Score -8715210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8715227.000000 Penalty: 5328.787598
	Iteration 54Q: 3 clusters Score -8715227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -8715246.000000 Penalty: 5328.787598
	Iteration 55Q: 3 clusters Score -8715246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -8715224.000000 Penalty: 5328.787598
	Iteration 56Q: 3 clusters Score -8715224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8715224.000000 Penalty: 5328.787598
	Iteration 57Q: 3 clusters Score -8715224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8715224.000000 Penalty: 5328.787598
	Iteration 58Q: 3 clusters Score -8715224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8715238.000000 Penalty: 5328.787598
	Iteration 59Q: 3 clusters Score -8715238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -8715234.000000 Penalty: 5328.787598
	Iteration 60F: 3 clusters Score -8715234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8715220.000000 Penalty: 5328.787598
	Iteration 61Q: 3 clusters Score -8715220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -8715237.000000 Penalty: 5328.787598
	Iteration 62Q: 3 clusters Score -8715237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -8715230.000000 Penalty: 5328.787598
	Iteration 63Q: 3 clusters Score -8715230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8715240.000000 Penalty: 5328.787598
	Iteration 64Q: 3 clusters Score -8715240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8715234.000000 Penalty: 5328.787598
	Iteration 65Q: 3 clusters Score -8715234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8715244.000000 Penalty: 5328.787598
	Iteration 66Q: 3 clusters Score -8715244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -8715241.000000 Penalty: 5328.787598
	Iteration 67Q: 3 clusters Score -8715241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8715237.000000 Penalty: 5328.787598
	Iteration 68Q: 3 clusters Score -8715237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8715236.000000 Penalty: 5328.787598
	Iteration 69Q: 3 clusters Score -8715236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8715241.000000 Penalty: 5328.787598
	Iteration 70Q: 3 clusters Score -8715241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -8715238.000000 Penalty: 5328.787598
	Iteration 71Q: 3 clusters Score -8715238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8715229.000000 Penalty: 5328.787598
	Iteration 72Q: 3 clusters Score -8715229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -8715243.000000 Penalty: 5328.787598
	Iteration 73Q: 3 clusters Score -8715243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -8715242.000000 Penalty: 5328.787598
	Iteration 74Q: 3 clusters Score -8715242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8715246.000000 Penalty: 5328.787598
	Iteration 75Q: 3 clusters Score -8715246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8715246.000000 Penalty: 5328.787598
	Iteration 76F: 3 clusters Score -8715246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Entering Unmasked Estep 
Score: -4413082.000000 Penalty: 2497.301514
	Iteration 0F: 2 clusters Score -4413082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4396639.500000 Penalty: 4994.603027
	Iteration 0F: 3 clusters Score -4396640 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -4402237.500000 Penalty: 4994.603027
	Iteration 1F: 3 clusters Score -4402238 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4402670.000000 Penalty: 4994.603027
	Iteration 2F: 3 clusters Score -4402670 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -4403014.500000 Penalty: 4994.603027
	Iteration 3Q: 3 clusters Score -4403014 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -4403325.500000 Penalty: 4994.603027
	Iteration 4Q: 3 clusters Score -4403326 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4403646.500000 Penalty: 4994.603027
	Iteration 5Q: 3 clusters Score -4403646 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -4403976.500000 Penalty: 4994.603027
	Iteration 6Q: 3 clusters Score -4403976 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -4404373.500000 Penalty: 4994.603027
	Iteration 7Q: 3 clusters Score -4404374 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4404861.000000 Penalty: 4994.603027
	Iteration 8Q: 3 clusters Score -4404861 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -4405515.000000 Penalty: 4994.603027
	Iteration 9Q: 3 clusters Score -4405515 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -4406296.500000 Penalty: 4994.603027
	Iteration 10F: 3 clusters Score -4406296 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4407206.500000 Penalty: 4994.603027
	Iteration 11F: 3 clusters Score -4407206 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4408033.000000 Penalty: 4994.603027
	Iteration 12Q: 3 clusters Score -4408033 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4408755.000000 Penalty: 4994.603027
	Iteration 13Q: 3 clusters Score -4408755 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4409346.000000 Penalty: 4994.603027
	Iteration 14Q: 3 clusters Score -4409346 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4409713.500000 Penalty: 4994.603027
	Iteration 15Q: 3 clusters Score -4409714 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4409970.000000 Penalty: 4994.603027
	Iteration 16Q: 3 clusters Score -4409970 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -4410162.500000 Penalty: 4994.603027
	Iteration 17Q: 3 clusters Score -4410162 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -4410304.500000 Penalty: 4994.603027
	Iteration 18Q: 3 clusters Score -4410304 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -4410420.000000 Penalty: 4994.603027
	Iteration 19Q: 3 clusters Score -4410420 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4410493.000000 Penalty: 4994.603027
	Iteration 20F: 3 clusters Score -4410493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -4410572.500000 Penalty: 4994.603027
	Iteration 21Q: 3 clusters Score -4410572 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4410627.000000 Penalty: 4994.603027
	Iteration 22Q: 3 clusters Score -4410627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4410669.000000 Penalty: 4994.603027
	Iteration 23Q: 3 clusters Score -4410669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4410685.000000 Penalty: 4994.603027
	Iteration 24Q: 3 clusters Score -4410685 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -4410717.000000 Penalty: 4994.603027
	Iteration 25Q: 3 clusters Score -4410717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4410732.000000 Penalty: 4994.603027
	Iteration 26Q: 3 clusters Score -4410732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -4410761.500000 Penalty: 4994.603027
	Iteration 27Q: 3 clusters Score -4410762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -4410779.000000 Penalty: 4994.603027
	Iteration 28Q: 3 clusters Score -4410779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4410801.000000 Penalty: 4994.603027
	Iteration 29Q: 3 clusters Score -4410801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -4410811.000000 Penalty: 4994.603027
	Iteration 30Q: 3 clusters Score -4410811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -4410816.500000 Penalty: 4994.603027
	Iteration 31Q: 3 clusters Score -4410816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -4410818.000000 Penalty: 4994.603027
	Iteration 32Q: 3 clusters Score -4410818 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -4410827.500000 Penalty: 4994.603027
	Iteration 33Q: 3 clusters Score -4410828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4410834.000000 Penalty: 4994.603027
	Iteration 34Q: 3 clusters Score -4410834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4410848.000000 Penalty: 4994.603027
	Iteration 35Q: 3 clusters Score -4410848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -4410856.500000 Penalty: 4994.603027
	Iteration 36Q: 3 clusters Score -4410856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -4410862.500000 Penalty: 4994.603027
	Iteration 37Q: 3 clusters Score -4410862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4410866.000000 Penalty: 4994.603027
	Iteration 38Q: 3 clusters Score -4410866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -4410869.000000 Penalty: 4994.603027
	Iteration 39Q: 3 clusters Score -4410869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4410869.500000 Penalty: 4994.603027
	Iteration 40F: 3 clusters Score -4410870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -4410870.500000 Penalty: 4994.603027
	Iteration 41Q: 3 clusters Score -4410870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4410878.000000 Penalty: 4994.603027
	Iteration 42Q: 3 clusters Score -4410878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4410879.500000 Penalty: 4994.603027
	Iteration 43Q: 3 clusters Score -4410880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4410879.500000 Penalty: 4994.603027
	Iteration 44Q: 3 clusters Score -4410880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4410888.500000 Penalty: 4994.603027
	Iteration 45Q: 3 clusters Score -4410888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4410889.500000 Penalty: 4994.603027
	Iteration 46Q: 3 clusters Score -4410890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -4410890.000000 Penalty: 4994.603027
	Iteration 47Q: 3 clusters Score -4410890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4410890.500000 Penalty: 4994.603027
	Iteration 48Q: 3 clusters Score -4410890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4410897.000000 Penalty: 4994.603027
	Iteration 49Q: 3 clusters Score -4410897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -4410901.500000 Penalty: 4994.603027
	Iteration 50Q: 3 clusters Score -4410902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -4410904.000000 Penalty: 4994.603027
	Iteration 51Q: 3 clusters Score -4410904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -4410906.000000 Penalty: 4994.603027
	Iteration 52Q: 3 clusters Score -4410906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -4410909.000000 Penalty: 4994.603027
	Iteration 53Q: 3 clusters Score -4410909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4410908.000000 Penalty: 4994.603027
	Iteration 54Q: 3 clusters Score -4410908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -4410908.000000 Penalty: 4994.603027
	Iteration 55F: 3 clusters Score -4410908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Entering Unmasked Estep 
Score: -8514833.000000 Penalty: 2662.798828
	Iteration 0F: 2 clusters Score -8514833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -8484208.000000 Penalty: 5325.597656
	Iteration 0F: 3 clusters Score -8484208 nChanged 21303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -8496033.000000 Penalty: 5325.597656
	Iteration 1F: 3 clusters Score -8496033 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -8496504.000000 Penalty: 5325.597656
	Iteration 2Q: 3 clusters Score -8496504 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -8497023.000000 Penalty: 5325.597656
	Iteration 3Q: 3 clusters Score -8497023 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -8497490.000000 Penalty: 5325.597656
	Iteration 4Q: 3 clusters Score -8497490 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -8498161.000000 Penalty: 5325.597656
	Iteration 5Q: 3 clusters Score -8498161 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -8499070.000000 Penalty: 5325.597656
	Iteration 6Q: 3 clusters Score -8499070 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -8500380.000000 Penalty: 5325.597656
	Iteration 7Q: 3 clusters Score -8500380 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -8502071.000000 Penalty: 5325.597656
	Iteration 8F: 3 clusters Score -8502071 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -8504018.000000 Penalty: 5325.597656
	Iteration 9F: 3 clusters Score -8504018 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -8505834.000000 Penalty: 5325.597656
	Iteration 10F: 3 clusters Score -8505834 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -8506977.000000 Penalty: 5325.597656
	Iteration 11Q: 3 clusters Score -8506977 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -8507596.000000 Penalty: 5325.597656
	Iteration 12Q: 3 clusters Score -8507596 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -8507952.000000 Penalty: 5325.597656
	Iteration 13Q: 3 clusters Score -8507952 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -8508255.000000 Penalty: 5325.597656
	Iteration 14Q: 3 clusters Score -8508255 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -8508510.000000 Penalty: 5325.597656
	Iteration 15Q: 3 clusters Score -8508510 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35079 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -8508726.000000 Penalty: 5325.597656
	Iteration 16Q: 3 clusters Score -8508726 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -8508991.000000 Penalty: 5325.597656
	Iteration 17Q: 3 clusters Score -8508991 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -8509229.000000 Penalty: 5325.597656
	Iteration 18Q: 3 clusters Score -8509229 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -8509445.000000 Penalty: 5325.597656
	Iteration 19Q: 3 clusters Score -8509445 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -8509686.000000 Penalty: 5325.597656
	Iteration 20F: 3 clusters Score -8509686 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -8509923.000000 Penalty: 5325.597656
	Iteration 21Q: 3 clusters Score -8509923 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -8510221.000000 Penalty: 5325.597656
	Iteration 22Q: 3 clusters Score -8510221 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8510488.000000 Penalty: 5325.597656
	Iteration 23Q: 3 clusters Score -8510488 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -8510791.000000 Penalty: 5325.597656
	Iteration 24Q: 3 clusters Score -8510791 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -8511031.000000 Penalty: 5325.597656
	Iteration 25Q: 3 clusters Score -8511031 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8511234.000000 Penalty: 5325.597656
	Iteration 26Q: 3 clusters Score -8511234 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -8511402.000000 Penalty: 5325.597656
	Iteration 27Q: 3 clusters Score -8511402 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8511564.000000 Penalty: 5325.597656
	Iteration 28Q: 3 clusters Score -8511564 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42368 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8511728.000000 Penalty: 5325.597656
	Iteration 29Q: 3 clusters Score -8511728 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8511860.000000 Penalty: 5325.597656
	Iteration 30Q: 3 clusters Score -8511860 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8511970.000000 Penalty: 5325.597656
	Iteration 31Q: 3 clusters Score -8511970 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -8512067.000000 Penalty: 5325.597656
	Iteration 32Q: 3 clusters Score -8512067 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -8512150.000000 Penalty: 5325.597656
	Iteration 33Q: 3 clusters Score -8512150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8512232.000000 Penalty: 5325.597656
	Iteration 34Q: 3 clusters Score -8512232 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8512260.000000 Penalty: 5325.597656
	Iteration 35Q: 3 clusters Score -8512260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8512336.000000 Penalty: 5325.597656
	Iteration 36Q: 3 clusters Score -8512336 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8512378.000000 Penalty: 5325.597656
	Iteration 37Q: 3 clusters Score -8512378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8512384.000000 Penalty: 5325.597656
	Iteration 38Q: 3 clusters Score -8512384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8512394.000000 Penalty: 5325.597656
	Iteration 39Q: 3 clusters Score -8512394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8512412.000000 Penalty: 5325.597656
	Iteration 40F: 3 clusters Score -8512412 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8512444.000000 Penalty: 5325.597656
	Iteration 41Q: 3 clusters Score -8512444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8512456.000000 Penalty: 5325.597656
	Iteration 42Q: 3 clusters Score -8512456 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8512467.000000 Penalty: 5325.597656
	Iteration 43Q: 3 clusters Score -8512467 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8512489.000000 Penalty: 5325.597656
	Iteration 44Q: 3 clusters Score -8512489 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8512499.000000 Penalty: 5325.597656
	Iteration 45Q: 3 clusters Score -8512499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8512500.000000 Penalty: 5325.597656
	Iteration 46Q: 3 clusters Score -8512500 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8512511.000000 Penalty: 5325.597656
	Iteration 47Q: 3 clusters Score -8512511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8512529.000000 Penalty: 5325.597656
	Iteration 48Q: 3 clusters Score -8512529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8512538.000000 Penalty: 5325.597656
	Iteration 49Q: 3 clusters Score -8512538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8512546.000000 Penalty: 5325.597656
	Iteration 50Q: 3 clusters Score -8512546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8512551.000000 Penalty: 5325.597656
	Iteration 51Q: 3 clusters Score -8512551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8512562.000000 Penalty: 5325.597656
	Iteration 52Q: 3 clusters Score -8512562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8512568.000000 Penalty: 5325.597656
	Iteration 53Q: 3 clusters Score -8512568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8512565.000000 Penalty: 5325.597656
	Iteration 54Q: 3 clusters Score -8512565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8512563.000000 Penalty: 5325.597656
	Iteration 55Q: 3 clusters Score -8512563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8512561.000000 Penalty: 5325.597656
	Iteration 56Q: 3 clusters Score -8512561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8512574.000000 Penalty: 5325.597656
	Iteration 57Q: 3 clusters Score -8512574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8512571.000000 Penalty: 5325.597656
	Iteration 58Q: 3 clusters Score -8512571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8512570.000000 Penalty: 5325.597656
	Iteration 59Q: 3 clusters Score -8512570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8512580.000000 Penalty: 5325.597656
	Iteration 60F: 3 clusters Score -8512580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8512573.000000 Penalty: 5325.597656
	Iteration 61Q: 3 clusters Score -8512573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8512574.000000 Penalty: 5325.597656
	Iteration 62Q: 3 clusters Score -8512574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8512576.000000 Penalty: 5325.597656
	Iteration 63Q: 3 clusters Score -8512576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8512577.000000 Penalty: 5325.597656
	Iteration 64Q: 3 clusters Score -8512577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8512580.000000 Penalty: 5325.597656
	Iteration 65Q: 3 clusters Score -8512580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8512580.000000 Penalty: 5325.597656
	Iteration 66Q: 3 clusters Score -8512580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8512587.000000 Penalty: 5325.597656
	Iteration 67Q: 3 clusters Score -8512587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8512589.000000 Penalty: 5325.597656
	Iteration 68Q: 3 clusters Score -8512589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8512581.000000 Penalty: 5325.597656
	Iteration 69Q: 3 clusters Score -8512581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8512574.000000 Penalty: 5325.597656
	Iteration 70Q: 3 clusters Score -8512574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8512574.000000 Penalty: 5325.597656
	Iteration 71Q: 3 clusters Score -8512574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8512574.000000 Penalty: 5325.597656
	Iteration 72Q: 3 clusters Score -8512574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8512570.000000 Penalty: 5325.597656
	Iteration 73Q: 3 clusters Score -8512570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8512570.000000 Penalty: 5325.597656
	Iteration 74F: 3 clusters Score -8512570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -54474.421875 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -54474.42 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 154 members 
Entering Unmasked Estep 
Score: -53183.457031 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -53183.46 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53297.562500 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -53297.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53326.808594 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -53326.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53342.214844 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -53342.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53350.191406 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -53350.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53350.191406 Penalty: 2857.977539
	Iteration 5F: 3 clusters Score -53350.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Entering Unmasked Estep 
Score: -8932056.000000 Penalty: 2671.095459
	Iteration 0F: 2 clusters Score -8932056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8901996.000000 Penalty: 5342.190918
	Iteration 0F: 3 clusters Score -8901996 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8914034.000000 Penalty: 5342.190918
	Iteration 1F: 3 clusters Score -8914034 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8914554.000000 Penalty: 5342.190918
	Iteration 2Q: 3 clusters Score -8914554 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8914981.000000 Penalty: 5342.190918
	Iteration 3Q: 3 clusters Score -8914981 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -8915606.000000 Penalty: 5342.190918
	Iteration 4Q: 3 clusters Score -8915606 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -8916482.000000 Penalty: 5342.190918
	Iteration 5Q: 3 clusters Score -8916482 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -8917888.000000 Penalty: 5342.190918
	Iteration 6F: 3 clusters Score -8917888 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -8920092.000000 Penalty: 5342.190918
	Iteration 7F: 3 clusters Score -8920092 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8923060.000000 Penalty: 5342.190918
	Iteration 8F: 3 clusters Score -8923060 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -8926057.000000 Penalty: 5342.190918
	Iteration 9F: 3 clusters Score -8926057 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8928451.000000 Penalty: 5342.190918
	Iteration 10F: 3 clusters Score -8928451 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8929445.000000 Penalty: 5342.190918
	Iteration 11Q: 3 clusters Score -8929445 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8929778.000000 Penalty: 5342.190918
	Iteration 12Q: 3 clusters Score -8929778 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8929865.000000 Penalty: 5342.190918
	Iteration 13Q: 3 clusters Score -8929865 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8929933.000000 Penalty: 5342.190918
	Iteration 14Q: 3 clusters Score -8929933 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8929947.000000 Penalty: 5342.190918
	Iteration 15Q: 3 clusters Score -8929947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8929969.000000 Penalty: 5342.190918
	Iteration 16Q: 3 clusters Score -8929969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8929966.000000 Penalty: 5342.190918
	Iteration 17Q: 3 clusters Score -8929966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8929991.000000 Penalty: 5342.190918
	Iteration 18Q: 3 clusters Score -8929991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8929990.000000 Penalty: 5342.190918
	Iteration 19Q: 3 clusters Score -8929990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8930007.000000 Penalty: 5342.190918
	Iteration 20F: 3 clusters Score -8930007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8930009.000000 Penalty: 5342.190918
	Iteration 21Q: 3 clusters Score -8930009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8930009.000000 Penalty: 5342.190918
	Iteration 22Q: 3 clusters Score -8930009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8930015.000000 Penalty: 5342.190918
	Iteration 23Q: 3 clusters Score -8930015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8930022.000000 Penalty: 5342.190918
	Iteration 24Q: 3 clusters Score -8930022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8930021.000000 Penalty: 5342.190918
	Iteration 25Q: 3 clusters Score -8930021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8930021.000000 Penalty: 5342.190918
	Iteration 26F: 3 clusters Score -8930021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Entering Unmasked Estep 
Score: -7875282.500000 Penalty: 2642.673340
	Iteration 0F: 2 clusters Score -7875282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -7846642.500000 Penalty: 5285.346680
	Iteration 0F: 3 clusters Score -7846642 nChanged 19496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -7857686.500000 Penalty: 5285.346680
	Iteration 1F: 3 clusters Score -7857686 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -7858494.500000 Penalty: 5285.346680
	Iteration 2Q: 3 clusters Score -7858494 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -7859617.000000 Penalty: 5285.346680
	Iteration 3F: 3 clusters Score -7859617 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 28903 members 
Entering Unmasked Estep 
Score: -7861164.500000 Penalty: 5285.346680
	Iteration 4F: 3 clusters Score -7861164 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -7863425.500000 Penalty: 5285.346680
	Iteration 5F: 3 clusters Score -7863426 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -7866293.500000 Penalty: 5285.346680
	Iteration 6F: 3 clusters Score -7866294 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7869058.000000 Penalty: 5285.346680
	Iteration 7F: 3 clusters Score -7869058 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -7870893.000000 Penalty: 5285.346680
	Iteration 8Q: 3 clusters Score -7870893 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40497 members 
Entering Unmasked Estep 
Score: -7871871.000000 Penalty: 5285.346680
	Iteration 9Q: 3 clusters Score -7871871 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -7872402.000000 Penalty: 5285.346680
	Iteration 10Q: 3 clusters Score -7872402 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -7872705.500000 Penalty: 5285.346680
	Iteration 11Q: 3 clusters Score -7872706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -7872903.000000 Penalty: 5285.346680
	Iteration 12Q: 3 clusters Score -7872903 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -7873037.000000 Penalty: 5285.346680
	Iteration 13Q: 3 clusters Score -7873037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7873120.000000 Penalty: 5285.346680
	Iteration 14Q: 3 clusters Score -7873120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -7873157.500000 Penalty: 5285.346680
	Iteration 15Q: 3 clusters Score -7873158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7873220.000000 Penalty: 5285.346680
	Iteration 16Q: 3 clusters Score -7873220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -7873239.000000 Penalty: 5285.346680
	Iteration 17Q: 3 clusters Score -7873239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7873251.000000 Penalty: 5285.346680
	Iteration 18Q: 3 clusters Score -7873251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7873274.500000 Penalty: 5285.346680
	Iteration 19Q: 3 clusters Score -7873274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7873284.000000 Penalty: 5285.346680
	Iteration 20F: 3 clusters Score -7873284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7873290.500000 Penalty: 5285.346680
	Iteration 21Q: 3 clusters Score -7873290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7873296.000000 Penalty: 5285.346680
	Iteration 22Q: 3 clusters Score -7873296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7873299.000000 Penalty: 5285.346680
	Iteration 23Q: 3 clusters Score -7873299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7873311.500000 Penalty: 5285.346680
	Iteration 24Q: 3 clusters Score -7873312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -7873313.500000 Penalty: 5285.346680
	Iteration 25Q: 3 clusters Score -7873314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7873324.000000 Penalty: 5285.346680
	Iteration 26Q: 3 clusters Score -7873324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7873328.000000 Penalty: 5285.346680
	Iteration 27Q: 3 clusters Score -7873328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7873327.000000 Penalty: 5285.346680
	Iteration 28Q: 3 clusters Score -7873327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7873336.000000 Penalty: 5285.346680
	Iteration 29Q: 3 clusters Score -7873336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -7873339.500000 Penalty: 5285.346680
	Iteration 30Q: 3 clusters Score -7873340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -7873338.500000 Penalty: 5285.346680
	Iteration 31Q: 3 clusters Score -7873338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -7873342.500000 Penalty: 5285.346680
	Iteration 32Q: 3 clusters Score -7873342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -7873348.500000 Penalty: 5285.346680
	Iteration 33Q: 3 clusters Score -7873348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7873348.500000 Penalty: 5285.346680
	Iteration 34Q: 3 clusters Score -7873348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7873352.500000 Penalty: 5285.346680
	Iteration 35Q: 3 clusters Score -7873352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -7873360.000000 Penalty: 5285.346680
	Iteration 36Q: 3 clusters Score -7873360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7873354.000000 Penalty: 5285.346680
	Iteration 37Q: 3 clusters Score -7873354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7873354.000000 Penalty: 5285.346680
	Iteration 38F: 3 clusters Score -7873354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Entering Unmasked Estep 
Score: -4103996.000000 Penalty: 2477.993652
	Iteration 0F: 2 clusters Score -4103996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -4088709.000000 Penalty: 4955.987305
	Iteration 0F: 3 clusters Score -4088709 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -4093890.250000 Penalty: 4955.987305
	Iteration 1F: 3 clusters Score -4093890 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4094308.500000 Penalty: 4955.987305
	Iteration 2F: 3 clusters Score -4094308 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -4094705.750000 Penalty: 4955.987305
	Iteration 3Q: 3 clusters Score -4094706 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -4095041.750000 Penalty: 4955.987305
	Iteration 4Q: 3 clusters Score -4095042 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -4095427.250000 Penalty: 4955.987305
	Iteration 5Q: 3 clusters Score -4095427 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -4095911.250000 Penalty: 4955.987305
	Iteration 6Q: 3 clusters Score -4095911 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -4096429.250000 Penalty: 4955.987305
	Iteration 7Q: 3 clusters Score -4096429 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4097064.000000 Penalty: 4955.987305
	Iteration 8Q: 3 clusters Score -4097064 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4097901.500000 Penalty: 4955.987305
	Iteration 9F: 3 clusters Score -4097902 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -4098783.250000 Penalty: 4955.987305
	Iteration 10F: 3 clusters Score -4098783 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -4099656.750000 Penalty: 4955.987305
	Iteration 11Q: 3 clusters Score -4099657 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4100408.500000 Penalty: 4955.987305
	Iteration 12Q: 3 clusters Score -4100408 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4100980.000000 Penalty: 4955.987305
	Iteration 13Q: 3 clusters Score -4100980 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4101358.500000 Penalty: 4955.987305
	Iteration 14Q: 3 clusters Score -4101358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4101569.500000 Penalty: 4955.987305
	Iteration 15Q: 3 clusters Score -4101570 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4101742.750000 Penalty: 4955.987305
	Iteration 16Q: 3 clusters Score -4101743 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4101859.250000 Penalty: 4955.987305
	Iteration 17Q: 3 clusters Score -4101859 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4101946.500000 Penalty: 4955.987305
	Iteration 18Q: 3 clusters Score -4101946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4102026.000000 Penalty: 4955.987305
	Iteration 19Q: 3 clusters Score -4102026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4102085.750000 Penalty: 4955.987305
	Iteration 20F: 3 clusters Score -4102086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4102142.750000 Penalty: 4955.987305
	Iteration 21Q: 3 clusters Score -4102143 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4102202.500000 Penalty: 4955.987305
	Iteration 22Q: 3 clusters Score -4102202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -4102237.250000 Penalty: 4955.987305
	Iteration 23Q: 3 clusters Score -4102237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4102270.750000 Penalty: 4955.987305
	Iteration 24Q: 3 clusters Score -4102271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4102299.500000 Penalty: 4955.987305
	Iteration 25Q: 3 clusters Score -4102300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4102309.000000 Penalty: 4955.987305
	Iteration 26Q: 3 clusters Score -4102309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -4102318.750000 Penalty: 4955.987305
	Iteration 27Q: 3 clusters Score -4102319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4102325.000000 Penalty: 4955.987305
	Iteration 28Q: 3 clusters Score -4102325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4102339.250000 Penalty: 4955.987305
	Iteration 29Q: 3 clusters Score -4102339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4102338.500000 Penalty: 4955.987305
	Iteration 30Q: 3 clusters Score -4102338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4102343.250000 Penalty: 4955.987305
	Iteration 31Q: 3 clusters Score -4102343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4102339.000000 Penalty: 4955.987305
	Iteration 32Q: 3 clusters Score -4102339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4102347.000000 Penalty: 4955.987305
	Iteration 33Q: 3 clusters Score -4102347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4102350.750000 Penalty: 4955.987305
	Iteration 34Q: 3 clusters Score -4102351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4102351.250000 Penalty: 4955.987305
	Iteration 35Q: 3 clusters Score -4102351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4102351.000000 Penalty: 4955.987305
	Iteration 36Q: 3 clusters Score -4102351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4102352.500000 Penalty: 4955.987305
	Iteration 37Q: 3 clusters Score -4102352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4102349.250000 Penalty: 4955.987305
	Iteration 38Q: 3 clusters Score -4102349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4102353.250000 Penalty: 4955.987305
	Iteration 39Q: 3 clusters Score -4102353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4102353.250000 Penalty: 4955.987305
	Iteration 40F: 3 clusters Score -4102353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -197435.937500 Penalty: 1771.617188
	Iteration 0F: 2 clusters Score -197435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -195413.343750 Penalty: 3543.234375
	Iteration 0F: 3 clusters Score -195413.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -196053.125000 Penalty: 3543.234375
	Iteration 1F: 3 clusters Score -196053.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -196493.484375 Penalty: 3543.234375
	Iteration 2F: 3 clusters Score -196493.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -196948.937500 Penalty: 3543.234375
	Iteration 3F: 3 clusters Score -196948.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -197355.109375 Penalty: 3543.234375
	Iteration 4F: 3 clusters Score -197355.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -197555.656250 Penalty: 3543.234375
	Iteration 5Q: 3 clusters Score -197555.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -197643.453125 Penalty: 3543.234375
	Iteration 6Q: 3 clusters Score -197643.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197699.671875 Penalty: 3543.234375
	Iteration 7Q: 3 clusters Score -197699.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -197733.890625 Penalty: 3543.234375
	Iteration 8Q: 3 clusters Score -197733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -197740.656250 Penalty: 3543.234375
	Iteration 9Q: 3 clusters Score -197740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -197742.453125 Penalty: 3543.234375
	Iteration 10Q: 3 clusters Score -197742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -197746.906250 Penalty: 3543.234375
	Iteration 11Q: 3 clusters Score -197746.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -197747.421875 Penalty: 3543.234375
	Iteration 12Q: 3 clusters Score -197747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197751.328125 Penalty: 3543.234375
	Iteration 13Q: 3 clusters Score -197751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -197751.328125 Penalty: 3543.234375
	Iteration 14F: 3 clusters Score -197751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 51756 members 
Mstep: Class 4 contains 35854 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 46032 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47598 members 
Mstep: Class 10 contains 42444 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 488 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49276 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 20 contains 52774 members 
Mstep: Class 21 contains 7446 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 18854 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50090 members 
Mstep: Class 30 contains 52817 members 
Mstep: Class 31 contains 778 members 
Entering Unmasked Estep 
Score: -137157808.000000 Penalty: 103966.859375
Splitting cluster 12 changes total score from -137160384.000000 to -137157808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Entering Unmasked Estep 
Score: -99445.781250 Penalty: 1572.409058
	Iteration 0F: 2 clusters Score -99445.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97845.523438 Penalty: 3144.818115
	Iteration 0F: 3 clusters Score -97845.52 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98087.515625 Penalty: 3144.818115
	Iteration 1F: 3 clusters Score -98087.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -98197.187500 Penalty: 3144.818115
	Iteration 2F: 3 clusters Score -98197.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -98247.046875 Penalty: 3144.818115
	Iteration 3Q: 3 clusters Score -98247.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98301.710938 Penalty: 3144.818115
	Iteration 4Q: 3 clusters Score -98301.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98340.062500 Penalty: 3144.818115
	Iteration 5Q: 3 clusters Score -98340.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98364.148438 Penalty: 3144.818115
	Iteration 6Q: 3 clusters Score -98364.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -98371.398438 Penalty: 3144.818115
	Iteration 7Q: 3 clusters Score -98371.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98374.156250 Penalty: 3144.818115
	Iteration 8Q: 3 clusters Score -98374.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -98374.156250 Penalty: 3144.818115
	Iteration 9F: 3 clusters Score -98374.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -136154.734375 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -136154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -134401.734375 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -134401.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -134698.687500 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -134698.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -134899.625000 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -134899.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -134990.750000 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -134990.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -135048.046875 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -135048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -135076.328125 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -135076.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -135119.187500 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -135119.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -135171.906250 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -135171.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -135221.125000 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -135221.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -135270.953125 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -135271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -135322.687500 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -135322.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -135381.468750 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -135381.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -135459.984375 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -135460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -135591.031250 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -135591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -135639.796875 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -135639.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -135680.281250 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -135680.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -135706.156250 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -135706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -135721.953125 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -135722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -135741.265625 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -135741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -135757.093750 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -135757.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -135767.828125 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -135767.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -135769.078125 Penalty: 3308.700195
	Iteration 21Q: 3 clusters Score -135769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -135769.078125 Penalty: 3308.700195
	Iteration 22F: 3 clusters Score -135769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Entering Unmasked Estep 
Score: -9208123.000000 Penalty: 2679.687500
	Iteration 0F: 2 clusters Score -9208123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -9176042.000000 Penalty: 5359.375000
	Iteration 0F: 3 clusters Score -9176042 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -9188588.000000 Penalty: 5359.375000
	Iteration 1F: 3 clusters Score -9188588 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -9189036.000000 Penalty: 5359.375000
	Iteration 2Q: 3 clusters Score -9189036 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -9189559.000000 Penalty: 5359.375000
	Iteration 3Q: 3 clusters Score -9189559 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -9190032.000000 Penalty: 5359.375000
	Iteration 4Q: 3 clusters Score -9190032 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -9190571.000000 Penalty: 5359.375000
	Iteration 5Q: 3 clusters Score -9190571 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -9191160.000000 Penalty: 5359.375000
	Iteration 6Q: 3 clusters Score -9191160 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -9191922.000000 Penalty: 5359.375000
	Iteration 7Q: 3 clusters Score -9191922 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -9193009.000000 Penalty: 5359.375000
	Iteration 8Q: 3 clusters Score -9193009 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -9194532.000000 Penalty: 5359.375000
	Iteration 9F: 3 clusters Score -9194532 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -9196589.000000 Penalty: 5359.375000
	Iteration 10F: 3 clusters Score -9196589 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -9198892.000000 Penalty: 5359.375000
	Iteration 11F: 3 clusters Score -9198892 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -9201014.000000 Penalty: 5359.375000
	Iteration 12Q: 3 clusters Score -9201014 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -9202555.000000 Penalty: 5359.375000
	Iteration 13Q: 3 clusters Score -9202555 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -9203441.000000 Penalty: 5359.375000
	Iteration 14Q: 3 clusters Score -9203441 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -9204083.000000 Penalty: 5359.375000
	Iteration 15Q: 3 clusters Score -9204083 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -9204611.000000 Penalty: 5359.375000
	Iteration 16Q: 3 clusters Score -9204611 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -9205010.000000 Penalty: 5359.375000
	Iteration 17Q: 3 clusters Score -9205010 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -9205345.000000 Penalty: 5359.375000
	Iteration 18Q: 3 clusters Score -9205345 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -9205570.000000 Penalty: 5359.375000
	Iteration 19Q: 3 clusters Score -9205570 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -9205744.000000 Penalty: 5359.375000
	Iteration 20F: 3 clusters Score -9205744 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9205836.000000 Penalty: 5359.375000
	Iteration 21Q: 3 clusters Score -9205836 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -9205924.000000 Penalty: 5359.375000
	Iteration 22Q: 3 clusters Score -9205924 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -9205993.000000 Penalty: 5359.375000
	Iteration 23Q: 3 clusters Score -9205993 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9206055.000000 Penalty: 5359.375000
	Iteration 24Q: 3 clusters Score -9206055 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -9206115.000000 Penalty: 5359.375000
	Iteration 25Q: 3 clusters Score -9206115 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -9206164.000000 Penalty: 5359.375000
	Iteration 26Q: 3 clusters Score -9206164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9206217.000000 Penalty: 5359.375000
	Iteration 27Q: 3 clusters Score -9206217 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9206278.000000 Penalty: 5359.375000
	Iteration 28Q: 3 clusters Score -9206278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9206290.000000 Penalty: 5359.375000
	Iteration 29Q: 3 clusters Score -9206290 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9206317.000000 Penalty: 5359.375000
	Iteration 30Q: 3 clusters Score -9206317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -9206308.000000 Penalty: 5359.375000
	Iteration 31Q: 3 clusters Score -9206308 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -9206338.000000 Penalty: 5359.375000
	Iteration 32Q: 3 clusters Score -9206338 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -9206348.000000 Penalty: 5359.375000
	Iteration 33Q: 3 clusters Score -9206348 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -9206369.000000 Penalty: 5359.375000
	Iteration 34Q: 3 clusters Score -9206369 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -9206371.000000 Penalty: 5359.375000
	Iteration 35Q: 3 clusters Score -9206371 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -9206381.000000 Penalty: 5359.375000
	Iteration 36Q: 3 clusters Score -9206381 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -9206398.000000 Penalty: 5359.375000
	Iteration 37Q: 3 clusters Score -9206398 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -9206412.000000 Penalty: 5359.375000
	Iteration 38Q: 3 clusters Score -9206412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -9206406.000000 Penalty: 5359.375000
	Iteration 39Q: 3 clusters Score -9206406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -9206412.000000 Penalty: 5359.375000
	Iteration 40F: 3 clusters Score -9206412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -9206408.000000 Penalty: 5359.375000
	Iteration 41Q: 3 clusters Score -9206408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -9206416.000000 Penalty: 5359.375000
	Iteration 42Q: 3 clusters Score -9206416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -9206418.000000 Penalty: 5359.375000
	Iteration 43Q: 3 clusters Score -9206418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -9206413.000000 Penalty: 5359.375000
	Iteration 44Q: 3 clusters Score -9206413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -9206409.000000 Penalty: 5359.375000
	Iteration 45Q: 3 clusters Score -9206409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -9206407.000000 Penalty: 5359.375000
	Iteration 46Q: 3 clusters Score -9206407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -9206409.000000 Penalty: 5359.375000
	Iteration 47Q: 3 clusters Score -9206409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -9206409.000000 Penalty: 5359.375000
	Iteration 48Q: 3 clusters Score -9206409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -9206414.000000 Penalty: 5359.375000
	Iteration 49Q: 3 clusters Score -9206414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9206408.000000 Penalty: 5359.375000
	Iteration 50Q: 3 clusters Score -9206408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9206402.000000 Penalty: 5359.375000
	Iteration 51Q: 3 clusters Score -9206402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -9206402.000000 Penalty: 5359.375000
	Iteration 52F: 3 clusters Score -9206402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Entering Unmasked Estep 
Score: -10734807.000000 Penalty: 2716.755371
	Iteration 0F: 2 clusters Score -1.073481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -10701702.000000 Penalty: 5433.510742
	Iteration 0F: 3 clusters Score -1.07017e+07 nChanged 26689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -10716721.000000 Penalty: 5433.510742
	Iteration 1F: 3 clusters Score -1.071672e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -10717383.000000 Penalty: 5433.510742
	Iteration 2Q: 3 clusters Score -1.071738e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -10718123.000000 Penalty: 5433.510742
	Iteration 3Q: 3 clusters Score -1.071812e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -10719040.000000 Penalty: 5433.510742
	Iteration 4Q: 3 clusters Score -1.071904e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -10720233.000000 Penalty: 5433.510742
	Iteration 5Q: 3 clusters Score -1.072023e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -10721765.000000 Penalty: 5433.510742
	Iteration 6Q: 3 clusters Score -1.072176e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -10723855.000000 Penalty: 5433.510742
	Iteration 7F: 3 clusters Score -1.072386e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10726218.000000 Penalty: 5433.510742
	Iteration 8F: 3 clusters Score -1.072622e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -10727868.000000 Penalty: 5433.510742
	Iteration 9F: 3 clusters Score -1.072787e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47831 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -10729148.000000 Penalty: 5433.510742
	Iteration 10Q: 3 clusters Score -1.072915e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -10729687.000000 Penalty: 5433.510742
	Iteration 11Q: 3 clusters Score -1.072969e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -10730316.000000 Penalty: 5433.510742
	Iteration 12Q: 3 clusters Score -1.073032e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -10730680.000000 Penalty: 5433.510742
	Iteration 13Q: 3 clusters Score -1.073068e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -10730921.000000 Penalty: 5433.510742
	Iteration 14Q: 3 clusters Score -1.073092e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -10731094.000000 Penalty: 5433.510742
	Iteration 15Q: 3 clusters Score -1.073109e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -10731200.000000 Penalty: 5433.510742
	Iteration 16Q: 3 clusters Score -1.07312e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -10731291.000000 Penalty: 5433.510742
	Iteration 17Q: 3 clusters Score -1.073129e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -10731466.000000 Penalty: 5433.510742
	Iteration 18Q: 3 clusters Score -1.073147e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -10731593.000000 Penalty: 5433.510742
	Iteration 19Q: 3 clusters Score -1.073159e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54478 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -10731664.000000 Penalty: 5433.510742
	Iteration 20F: 3 clusters Score -1.073166e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10731773.000000 Penalty: 5433.510742
	Iteration 21Q: 3 clusters Score -1.073177e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -10731830.000000 Penalty: 5433.510742
	Iteration 22Q: 3 clusters Score -1.073183e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -10731845.000000 Penalty: 5433.510742
	Iteration 23Q: 3 clusters Score -1.073184e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -10731912.000000 Penalty: 5433.510742
	Iteration 24Q: 3 clusters Score -1.073191e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -10731976.000000 Penalty: 5433.510742
	Iteration 25Q: 3 clusters Score -1.073198e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -10732034.000000 Penalty: 5433.510742
	Iteration 26Q: 3 clusters Score -1.073203e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -10732089.000000 Penalty: 5433.510742
	Iteration 27Q: 3 clusters Score -1.073209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55387 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -10732129.000000 Penalty: 5433.510742
	Iteration 28Q: 3 clusters Score -1.073213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -10732179.000000 Penalty: 5433.510742
	Iteration 29Q: 3 clusters Score -1.073218e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10732198.000000 Penalty: 5433.510742
	Iteration 30Q: 3 clusters Score -1.07322e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -10732206.000000 Penalty: 5433.510742
	Iteration 31Q: 3 clusters Score -1.073221e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10732213.000000 Penalty: 5433.510742
	Iteration 32Q: 3 clusters Score -1.073221e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55657 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -10732254.000000 Penalty: 5433.510742
	Iteration 33Q: 3 clusters Score -1.073225e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10732253.000000 Penalty: 5433.510742
	Iteration 34Q: 3 clusters Score -1.073225e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55749 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10732273.000000 Penalty: 5433.510742
	Iteration 35Q: 3 clusters Score -1.073227e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10732304.000000 Penalty: 5433.510742
	Iteration 36Q: 3 clusters Score -1.07323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10732310.000000 Penalty: 5433.510742
	Iteration 37Q: 3 clusters Score -1.073231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10732325.000000 Penalty: 5433.510742
	Iteration 38Q: 3 clusters Score -1.073232e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -10732323.000000 Penalty: 5433.510742
	Iteration 39Q: 3 clusters Score -1.073232e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10732353.000000 Penalty: 5433.510742
	Iteration 40F: 3 clusters Score -1.073235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10732374.000000 Penalty: 5433.510742
	Iteration 41Q: 3 clusters Score -1.073237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10732402.000000 Penalty: 5433.510742
	Iteration 42Q: 3 clusters Score -1.07324e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -10732404.000000 Penalty: 5433.510742
	Iteration 43Q: 3 clusters Score -1.07324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -10732426.000000 Penalty: 5433.510742
	Iteration 44Q: 3 clusters Score -1.073243e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10732426.000000 Penalty: 5433.510742
	Iteration 45Q: 3 clusters Score -1.073243e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55999 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10732438.000000 Penalty: 5433.510742
	Iteration 46Q: 3 clusters Score -1.073244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10732446.000000 Penalty: 5433.510742
	Iteration 47Q: 3 clusters Score -1.073245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10732454.000000 Penalty: 5433.510742
	Iteration 48Q: 3 clusters Score -1.073245e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10732449.000000 Penalty: 5433.510742
	Iteration 49Q: 3 clusters Score -1.073245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -10732448.000000 Penalty: 5433.510742
	Iteration 50Q: 3 clusters Score -1.073245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56069 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10732471.000000 Penalty: 5433.510742
	Iteration 51Q: 3 clusters Score -1.073247e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10732466.000000 Penalty: 5433.510742
	Iteration 52Q: 3 clusters Score -1.073247e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -10732479.000000 Penalty: 5433.510742
	Iteration 53Q: 3 clusters Score -1.073248e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10732491.000000 Penalty: 5433.510742
	Iteration 54Q: 3 clusters Score -1.073249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10732491.000000 Penalty: 5433.510742
	Iteration 55Q: 3 clusters Score -1.073249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10732491.000000 Penalty: 5433.510742
	Iteration 56Q: 3 clusters Score -1.073249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56113 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10732494.000000 Penalty: 5433.510742
	Iteration 57Q: 3 clusters Score -1.073249e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10732487.000000 Penalty: 5433.510742
	Iteration 58Q: 3 clusters Score -1.073249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -10732482.000000 Penalty: 5433.510742
	Iteration 59Q: 3 clusters Score -1.073248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -10732492.000000 Penalty: 5433.510742
	Iteration 60F: 3 clusters Score -1.073249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10732499.000000 Penalty: 5433.510742
	Iteration 61Q: 3 clusters Score -1.07325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10732499.000000 Penalty: 5433.510742
	Iteration 62F: 3 clusters Score -1.07325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -512529.781250 Penalty: 1975.713501
	Iteration 0F: 2 clusters Score -512529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -509341.437500 Penalty: 3951.427002
	Iteration 0F: 3 clusters Score -509341.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -510006.781250 Penalty: 3951.427002
	Iteration 1F: 3 clusters Score -510006.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -510194.312500 Penalty: 3951.427002
	Iteration 2F: 3 clusters Score -510194.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -510363.000000 Penalty: 3951.427002
	Iteration 3F: 3 clusters Score -510363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -510533.156250 Penalty: 3951.427002
	Iteration 4Q: 3 clusters Score -510533.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -510672.281250 Penalty: 3951.427002
	Iteration 5Q: 3 clusters Score -510672.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -510814.656250 Penalty: 3951.427002
	Iteration 6Q: 3 clusters Score -510814.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -510967.468750 Penalty: 3951.427002
	Iteration 7Q: 3 clusters Score -510967.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -511132.062500 Penalty: 3951.427002
	Iteration 8F: 3 clusters Score -511132.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -511288.625000 Penalty: 3951.427002
	Iteration 9Q: 3 clusters Score -511288.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -511422.562500 Penalty: 3951.427002
	Iteration 10Q: 3 clusters Score -511422.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -511506.343750 Penalty: 3951.427002
	Iteration 11Q: 3 clusters Score -511506.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -511561.531250 Penalty: 3951.427002
	Iteration 12Q: 3 clusters Score -511561.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -511582.843750 Penalty: 3951.427002
	Iteration 13Q: 3 clusters Score -511582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -511599.281250 Penalty: 3951.427002
	Iteration 14Q: 3 clusters Score -511599.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -511611.187500 Penalty: 3951.427002
	Iteration 15Q: 3 clusters Score -511611.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -511623.375000 Penalty: 3951.427002
	Iteration 16Q: 3 clusters Score -511623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -511629.093750 Penalty: 3951.427002
	Iteration 17Q: 3 clusters Score -511629.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -511634.531250 Penalty: 3951.427002
	Iteration 18Q: 3 clusters Score -511634.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -511636.875000 Penalty: 3951.427002
	Iteration 19Q: 3 clusters Score -511636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -511640.500000 Penalty: 3951.427002
	Iteration 20F: 3 clusters Score -511640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -511642.687500 Penalty: 3951.427002
	Iteration 21Q: 3 clusters Score -511642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -511644.937500 Penalty: 3951.427002
	Iteration 22Q: 3 clusters Score -511644.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -511646.687500 Penalty: 3951.427002
	Iteration 23Q: 3 clusters Score -511646.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -511650.812500 Penalty: 3951.427002
	Iteration 24Q: 3 clusters Score -511650.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -511653.250000 Penalty: 3951.427002
	Iteration 25Q: 3 clusters Score -511653.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -511663.531250 Penalty: 3951.427002
	Iteration 26Q: 3 clusters Score -511663.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -511699.468750 Penalty: 3951.427002
	Iteration 27Q: 3 clusters Score -511699.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -511718.406250 Penalty: 3951.427002
	Iteration 28Q: 3 clusters Score -511718.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -511730.000000 Penalty: 3951.427002
	Iteration 29Q: 3 clusters Score -511730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -511736.000000 Penalty: 3951.427002
	Iteration 30Q: 3 clusters Score -511736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -511741.312500 Penalty: 3951.427002
	Iteration 31Q: 3 clusters Score -511741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -511742.781250 Penalty: 3951.427002
	Iteration 32Q: 3 clusters Score -511742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -511743.750000 Penalty: 3951.427002
	Iteration 33Q: 3 clusters Score -511743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -511744.437500 Penalty: 3951.427002
	Iteration 34Q: 3 clusters Score -511744.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -511744.437500 Penalty: 3951.427002
	Iteration 35F: 3 clusters Score -511744.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Entering Unmasked Estep 
Score: -113579.078125 Penalty: 1676.870117
	Iteration 0F: 2 clusters Score -113579.1 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 446 members 
Entering Unmasked Estep 
Score: -111895.703125 Penalty: 3353.740234
	Iteration 0F: 3 clusters Score -111895.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -112614.687500 Penalty: 3353.740234
	Iteration 1F: 3 clusters Score -112614.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -112896.382812 Penalty: 3353.740234
	Iteration 2F: 3 clusters Score -112896.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112991.796875 Penalty: 3353.740234
	Iteration 3Q: 3 clusters Score -112991.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -113030.390625 Penalty: 3353.740234
	Iteration 4Q: 3 clusters Score -113030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113087.632812 Penalty: 3353.740234
	Iteration 5Q: 3 clusters Score -113087.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113131.562500 Penalty: 3353.740234
	Iteration 6Q: 3 clusters Score -113131.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -113147.992188 Penalty: 3353.740234
	Iteration 7Q: 3 clusters Score -113148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113161.421875 Penalty: 3353.740234
	Iteration 8Q: 3 clusters Score -113161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -113185.500000 Penalty: 3353.740234
	Iteration 9Q: 3 clusters Score -113185.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113205.062500 Penalty: 3353.740234
	Iteration 10Q: 3 clusters Score -113205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -113236.179688 Penalty: 3353.740234
	Iteration 11Q: 3 clusters Score -113236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -113261.562500 Penalty: 3353.740234
	Iteration 12Q: 3 clusters Score -113261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -113278.437500 Penalty: 3353.740234
	Iteration 13Q: 3 clusters Score -113278.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -113290.265625 Penalty: 3353.740234
	Iteration 14Q: 3 clusters Score -113290.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -113300.054688 Penalty: 3353.740234
	Iteration 15Q: 3 clusters Score -113300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113315.328125 Penalty: 3353.740234
	Iteration 16Q: 3 clusters Score -113315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -113326.351562 Penalty: 3353.740234
	Iteration 17Q: 3 clusters Score -113326.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -113349.992188 Penalty: 3353.740234
	Iteration 18Q: 3 clusters Score -113350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113357.570312 Penalty: 3353.740234
	Iteration 19Q: 3 clusters Score -113357.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -113376.679688 Penalty: 3353.740234
	Iteration 20F: 3 clusters Score -113376.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -113422.976562 Penalty: 3353.740234
	Iteration 21Q: 3 clusters Score -113423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -113493.296875 Penalty: 3353.740234
	Iteration 22Q: 3 clusters Score -113493.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -113554.390625 Penalty: 3353.740234
	Iteration 23Q: 3 clusters Score -113554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113599.429688 Penalty: 3353.740234
	Iteration 24Q: 3 clusters Score -113599.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113633.773438 Penalty: 3353.740234
	Iteration 25Q: 3 clusters Score -113633.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -113654.789062 Penalty: 3353.740234
	Iteration 26Q: 3 clusters Score -113654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -113672.843750 Penalty: 3353.740234
	Iteration 27Q: 3 clusters Score -113672.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -113688.640625 Penalty: 3353.740234
	Iteration 28Q: 3 clusters Score -113688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113693.718750 Penalty: 3353.740234
	Iteration 29Q: 3 clusters Score -113693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113698.960938 Penalty: 3353.740234
	Iteration 30Q: 3 clusters Score -113699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113699.476562 Penalty: 3353.740234
	Iteration 31Q: 3 clusters Score -113699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -113703.437500 Penalty: 3353.740234
	Iteration 32F: 3 clusters Score -113703.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113709.828125 Penalty: 3353.740234
	Iteration 33Q: 3 clusters Score -113709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -113709.828125 Penalty: 3353.740234
	Iteration 34F: 3 clusters Score -113709.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 51756 members 
Mstep: Class 4 contains 35854 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 46032 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47598 members 
Mstep: Class 10 contains 42444 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49276 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 414 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 20 contains 52774 members 
Mstep: Class 21 contains 7446 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 18854 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50090 members 
Mstep: Class 30 contains 52817 members 
Mstep: Class 31 contains 450 members 
Entering Unmasked Estep 
Score: -137157456.000000 Penalty: 103966.859375
Splitting cluster 18 changes total score from -137160384.000000 to -137157456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (25927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Entering Unmasked Estep 
Score: -4859341.500000 Penalty: 2520.434082
	Iteration 0F: 2 clusters Score -4859342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -4841472.000000 Penalty: 5040.868164
	Iteration 0F: 3 clusters Score -4841472 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -4847751.000000 Penalty: 5040.868164
	Iteration 1F: 3 clusters Score -4847751 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4848144.500000 Penalty: 5040.868164
	Iteration 2Q: 3 clusters Score -4848144 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -4848565.000000 Penalty: 5040.868164
	Iteration 3Q: 3 clusters Score -4848565 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -4849085.500000 Penalty: 5040.868164
	Iteration 4Q: 3 clusters Score -4849086 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4849813.000000 Penalty: 5040.868164
	Iteration 5F: 3 clusters Score -4849813 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -4850906.000000 Penalty: 5040.868164
	Iteration 6F: 3 clusters Score -4850906 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -4852449.000000 Penalty: 5040.868164
	Iteration 7F: 3 clusters Score -4852449 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -4854201.000000 Penalty: 5040.868164
	Iteration 8F: 3 clusters Score -4854201 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4855588.500000 Penalty: 5040.868164
	Iteration 9F: 3 clusters Score -4855588 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4856351.500000 Penalty: 5040.868164
	Iteration 10Q: 3 clusters Score -4856352 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4856713.000000 Penalty: 5040.868164
	Iteration 11Q: 3 clusters Score -4856713 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4856891.500000 Penalty: 5040.868164
	Iteration 12Q: 3 clusters Score -4856892 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4856992.000000 Penalty: 5040.868164
	Iteration 13Q: 3 clusters Score -4856992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4857074.500000 Penalty: 5040.868164
	Iteration 14Q: 3 clusters Score -4857074 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4857117.500000 Penalty: 5040.868164
	Iteration 15Q: 3 clusters Score -4857118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4857140.000000 Penalty: 5040.868164
	Iteration 16Q: 3 clusters Score -4857140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4857160.000000 Penalty: 5040.868164
	Iteration 17Q: 3 clusters Score -4857160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4857169.500000 Penalty: 5040.868164
	Iteration 18Q: 3 clusters Score -4857170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4857174.500000 Penalty: 5040.868164
	Iteration 19Q: 3 clusters Score -4857174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4857174.500000 Penalty: 5040.868164
	Iteration 20F: 3 clusters Score -4857174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (52774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Entering Unmasked Estep 
Score: -9905573.000000 Penalty: 2696.695801
	Iteration 0F: 2 clusters Score -9905573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -9873923.000000 Penalty: 5393.391602
	Iteration 0F: 3 clusters Score -9873923 nChanged 24435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -9887550.000000 Penalty: 5393.391602
	Iteration 1F: 3 clusters Score -9887550 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -9888267.000000 Penalty: 5393.391602
	Iteration 2Q: 3 clusters Score -9888267 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -9888874.000000 Penalty: 5393.391602
	Iteration 3Q: 3 clusters Score -9888874 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -9889692.000000 Penalty: 5393.391602
	Iteration 4Q: 3 clusters Score -9889692 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 30647 members 
Entering Unmasked Estep 
Score: -9890578.000000 Penalty: 5393.391602
	Iteration 5Q: 3 clusters Score -9890578 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -9891830.000000 Penalty: 5393.391602
	Iteration 6Q: 3 clusters Score -9891830 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -9893654.000000 Penalty: 5393.391602
	Iteration 7F: 3 clusters Score -9893654 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -9896267.000000 Penalty: 5393.391602
	Iteration 8F: 3 clusters Score -9896267 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -9899148.000000 Penalty: 5393.391602
	Iteration 9F: 3 clusters Score -9899148 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -9901032.000000 Penalty: 5393.391602
	Iteration 10Q: 3 clusters Score -9901032 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -9901951.000000 Penalty: 5393.391602
	Iteration 11Q: 3 clusters Score -9901951 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -9902617.000000 Penalty: 5393.391602
	Iteration 12Q: 3 clusters Score -9902617 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -9903216.000000 Penalty: 5393.391602
	Iteration 13Q: 3 clusters Score -9903216 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -9903631.000000 Penalty: 5393.391602
	Iteration 14Q: 3 clusters Score -9903631 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -9904041.000000 Penalty: 5393.391602
	Iteration 15Q: 3 clusters Score -9904041 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -9904369.000000 Penalty: 5393.391602
	Iteration 16Q: 3 clusters Score -9904369 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -9904680.000000 Penalty: 5393.391602
	Iteration 17Q: 3 clusters Score -9904680 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -9905037.000000 Penalty: 5393.391602
	Iteration 18Q: 3 clusters Score -9905037 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -9905348.000000 Penalty: 5393.391602
	Iteration 19Q: 3 clusters Score -9905348 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -9905562.000000 Penalty: 5393.391602
	Iteration 20F: 3 clusters Score -9905562 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -9905776.000000 Penalty: 5393.391602
	Iteration 21Q: 3 clusters Score -9905776 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -9905990.000000 Penalty: 5393.391602
	Iteration 22Q: 3 clusters Score -9905990 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -9906169.000000 Penalty: 5393.391602
	Iteration 23Q: 3 clusters Score -9906169 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -9906247.000000 Penalty: 5393.391602
	Iteration 24Q: 3 clusters Score -9906247 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -9906296.000000 Penalty: 5393.391602
	Iteration 25Q: 3 clusters Score -9906296 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 29734 members 
Entering Unmasked Estep 
Score: -9906344.000000 Penalty: 5393.391602
	Iteration 26Q: 3 clusters Score -9906344 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -9906346.000000 Penalty: 5393.391602
	Iteration 27Q: 3 clusters Score -9906346 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -9906307.000000 Penalty: 5393.391602
	Iteration 28Q: 3 clusters Score -9906307 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -9906298.000000 Penalty: 5393.391602
	Iteration 29Q: 3 clusters Score -9906298 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -9906278.000000 Penalty: 5393.391602
	Iteration 30Q: 3 clusters Score -9906278 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -9906255.000000 Penalty: 5393.391602
	Iteration 31Q: 3 clusters Score -9906255 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -9906218.000000 Penalty: 5393.391602
	Iteration 32Q: 3 clusters Score -9906218 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -9906200.000000 Penalty: 5393.391602
	Iteration 33Q: 3 clusters Score -9906200 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -9906237.000000 Penalty: 5393.391602
	Iteration 34Q: 3 clusters Score -9906237 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -9906282.000000 Penalty: 5393.391602
	Iteration 35Q: 3 clusters Score -9906282 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -9906326.000000 Penalty: 5393.391602
	Iteration 36Q: 3 clusters Score -9906326 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -9906303.000000 Penalty: 5393.391602
	Iteration 37Q: 3 clusters Score -9906303 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -9906304.000000 Penalty: 5393.391602
	Iteration 38Q: 3 clusters Score -9906304 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29406 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -9906283.000000 Penalty: 5393.391602
	Iteration 39Q: 3 clusters Score -9906283 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9906330.000000 Penalty: 5393.391602
	Iteration 40F: 3 clusters Score -9906330 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -9906353.000000 Penalty: 5393.391602
	Iteration 41Q: 3 clusters Score -9906353 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -9906326.000000 Penalty: 5393.391602
	Iteration 42Q: 3 clusters Score -9906326 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -9906356.000000 Penalty: 5393.391602
	Iteration 43Q: 3 clusters Score -9906356 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -9906354.000000 Penalty: 5393.391602
	Iteration 44Q: 3 clusters Score -9906354 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -9906427.000000 Penalty: 5393.391602
	Iteration 45Q: 3 clusters Score -9906427 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -9906425.000000 Penalty: 5393.391602
	Iteration 46Q: 3 clusters Score -9906425 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -9906425.000000 Penalty: 5393.391602
	Iteration 47Q: 3 clusters Score -9906425 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -9906422.000000 Penalty: 5393.391602
	Iteration 48Q: 3 clusters Score -9906422 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -9906451.000000 Penalty: 5393.391602
	Iteration 49Q: 3 clusters Score -9906451 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -9906479.000000 Penalty: 5393.391602
	Iteration 50Q: 3 clusters Score -9906479 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -9906506.000000 Penalty: 5393.391602
	Iteration 51Q: 3 clusters Score -9906506 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -9906491.000000 Penalty: 5393.391602
	Iteration 52Q: 3 clusters Score -9906491 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -9906514.000000 Penalty: 5393.391602
	Iteration 53Q: 3 clusters Score -9906514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -9906486.000000 Penalty: 5393.391602
	Iteration 54Q: 3 clusters Score -9906486 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -9906496.000000 Penalty: 5393.391602
	Iteration 55Q: 3 clusters Score -9906496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -9906480.000000 Penalty: 5393.391602
	Iteration 56Q: 3 clusters Score -9906480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -9906473.000000 Penalty: 5393.391602
	Iteration 57Q: 3 clusters Score -9906473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -9906448.000000 Penalty: 5393.391602
	Iteration 58Q: 3 clusters Score -9906448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -9906468.000000 Penalty: 5393.391602
	Iteration 59Q: 3 clusters Score -9906468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -9906482.000000 Penalty: 5393.391602
	Iteration 60F: 3 clusters Score -9906482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -9906481.000000 Penalty: 5393.391602
	Iteration 61Q: 3 clusters Score -9906481 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -9906476.000000 Penalty: 5393.391602
	Iteration 62Q: 3 clusters Score -9906476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -9906486.000000 Penalty: 5393.391602
	Iteration 63Q: 3 clusters Score -9906486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -9906468.000000 Penalty: 5393.391602
	Iteration 64Q: 3 clusters Score -9906468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -9906472.000000 Penalty: 5393.391602
	Iteration 65Q: 3 clusters Score -9906472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -9906482.000000 Penalty: 5393.391602
	Iteration 66Q: 3 clusters Score -9906482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -9906485.000000 Penalty: 5393.391602
	Iteration 67Q: 3 clusters Score -9906485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -9906481.000000 Penalty: 5393.391602
	Iteration 68Q: 3 clusters Score -9906481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -9906498.000000 Penalty: 5393.391602
	Iteration 69Q: 3 clusters Score -9906498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -9906485.000000 Penalty: 5393.391602
	Iteration 70Q: 3 clusters Score -9906485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -9906482.000000 Penalty: 5393.391602
	Iteration 71Q: 3 clusters Score -9906482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -9906473.000000 Penalty: 5393.391602
	Iteration 72Q: 3 clusters Score -9906473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -9906477.000000 Penalty: 5393.391602
	Iteration 73Q: 3 clusters Score -9906477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -9906484.000000 Penalty: 5393.391602
	Iteration 74Q: 3 clusters Score -9906484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -9906479.000000 Penalty: 5393.391602
	Iteration 75Q: 3 clusters Score -9906479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -9906471.000000 Penalty: 5393.391602
	Iteration 76Q: 3 clusters Score -9906471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -9906477.000000 Penalty: 5393.391602
	Iteration 77Q: 3 clusters Score -9906477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -9906490.000000 Penalty: 5393.391602
	Iteration 78Q: 3 clusters Score -9906490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -9906480.000000 Penalty: 5393.391602
	Iteration 79Q: 3 clusters Score -9906480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -9906481.000000 Penalty: 5393.391602
	Iteration 80F: 3 clusters Score -9906481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -9906483.000000 Penalty: 5393.391602
	Iteration 81Q: 3 clusters Score -9906483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -9906498.000000 Penalty: 5393.391602
	Iteration 82Q: 3 clusters Score -9906498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -9906494.000000 Penalty: 5393.391602
	Iteration 83Q: 3 clusters Score -9906494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -9906499.000000 Penalty: 5393.391602
	Iteration 84Q: 3 clusters Score -9906499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -9906504.000000 Penalty: 5393.391602
	Iteration 85Q: 3 clusters Score -9906504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -9906505.000000 Penalty: 5393.391602
	Iteration 86Q: 3 clusters Score -9906505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -9906495.000000 Penalty: 5393.391602
	Iteration 87Q: 3 clusters Score -9906495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -9906480.000000 Penalty: 5393.391602
	Iteration 88Q: 3 clusters Score -9906480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -9906480.000000 Penalty: 5393.391602
	Iteration 89Q: 3 clusters Score -9906480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -9906473.000000 Penalty: 5393.391602
	Iteration 90Q: 3 clusters Score -9906473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -9906473.000000 Penalty: 5393.391602
	Iteration 91Q: 3 clusters Score -9906473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -9906470.000000 Penalty: 5393.391602
	Iteration 92Q: 3 clusters Score -9906470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -9906475.000000 Penalty: 5393.391602
	Iteration 93Q: 3 clusters Score -9906475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -9906472.000000 Penalty: 5393.391602
	Iteration 94Q: 3 clusters Score -9906472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -9906463.000000 Penalty: 5393.391602
	Iteration 95Q: 3 clusters Score -9906463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -9906440.000000 Penalty: 5393.391602
	Iteration 96Q: 3 clusters Score -9906440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -9906431.000000 Penalty: 5393.391602
	Iteration 97Q: 3 clusters Score -9906431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -9906432.000000 Penalty: 5393.391602
	Iteration 98Q: 3 clusters Score -9906432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -9906431.000000 Penalty: 5393.391602
	Iteration 99Q: 3 clusters Score -9906431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -9906430.000000 Penalty: 5393.391602
	Iteration 100F: 3 clusters Score -9906430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -9906422.000000 Penalty: 5393.391602
	Iteration 101Q: 3 clusters Score -9906422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34608 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -9906433.000000 Penalty: 5393.391602
	Iteration 102Q: 3 clusters Score -9906433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -9906442.000000 Penalty: 5393.391602
	Iteration 103Q: 3 clusters Score -9906442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -9906460.000000 Penalty: 5393.391602
	Iteration 104Q: 3 clusters Score -9906460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -9906451.000000 Penalty: 5393.391602
	Iteration 105Q: 3 clusters Score -9906451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -9906450.000000 Penalty: 5393.391602
	Iteration 106Q: 3 clusters Score -9906450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -9906446.000000 Penalty: 5393.391602
	Iteration 107Q: 3 clusters Score -9906446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -9906450.000000 Penalty: 5393.391602
	Iteration 108Q: 3 clusters Score -9906450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -9906444.000000 Penalty: 5393.391602
	Iteration 109Q: 3 clusters Score -9906444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -9906442.000000 Penalty: 5393.391602
	Iteration 110Q: 3 clusters Score -9906442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -9906434.000000 Penalty: 5393.391602
	Iteration 111Q: 3 clusters Score -9906434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -9906440.000000 Penalty: 5393.391602
	Iteration 112Q: 3 clusters Score -9906440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -9906441.000000 Penalty: 5393.391602
	Iteration 113Q: 3 clusters Score -9906441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -9906434.000000 Penalty: 5393.391602
	Iteration 114Q: 3 clusters Score -9906434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -9906437.000000 Penalty: 5393.391602
	Iteration 115Q: 3 clusters Score -9906437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -9906433.000000 Penalty: 5393.391602
	Iteration 116Q: 3 clusters Score -9906433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -9906433.000000 Penalty: 5393.391602
	Iteration 117F: 3 clusters Score -9906433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 51756 members 
Mstep: Class 4 contains 35854 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 46032 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47598 members 
Mstep: Class 10 contains 42444 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49276 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 20 contains 34677 members 
Mstep: Class 21 contains 7446 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 18854 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50090 members 
Mstep: Class 30 contains 52817 members 
Mstep: Class 31 contains 18097 members 
Entering Unmasked Estep 
Score: -137159616.000000 Penalty: 103966.859375
Splitting cluster 20 changes total score from -137160384.000000 to -137159616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (7446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Entering Unmasked Estep 
Score: -1378416.000000 Penalty: 2211.027100
	Iteration 0F: 2 clusters Score -1378416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1372366.000000 Penalty: 4422.054199
	Iteration 0F: 3 clusters Score -1372366 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1373988.250000 Penalty: 4422.054199
	Iteration 1F: 3 clusters Score -1373988 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1374231.500000 Penalty: 4422.054199
	Iteration 2F: 3 clusters Score -1374232 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1374399.000000 Penalty: 4422.054199
	Iteration 3Q: 3 clusters Score -1374399 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1374525.625000 Penalty: 4422.054199
	Iteration 4Q: 3 clusters Score -1374526 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1374635.250000 Penalty: 4422.054199
	Iteration 5Q: 3 clusters Score -1374635 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1374763.500000 Penalty: 4422.054199
	Iteration 6Q: 3 clusters Score -1374764 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1374913.625000 Penalty: 4422.054199
	Iteration 7Q: 3 clusters Score -1374914 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1375081.000000 Penalty: 4422.054199
	Iteration 8Q: 3 clusters Score -1375081 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1375238.125000 Penalty: 4422.054199
	Iteration 9Q: 3 clusters Score -1375238 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1375373.875000 Penalty: 4422.054199
	Iteration 10Q: 3 clusters Score -1375374 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1375506.625000 Penalty: 4422.054199
	Iteration 11Q: 3 clusters Score -1375507 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1375619.250000 Penalty: 4422.054199
	Iteration 12Q: 3 clusters Score -1375619 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1375736.750000 Penalty: 4422.054199
	Iteration 13Q: 3 clusters Score -1375737 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1375847.375000 Penalty: 4422.054199
	Iteration 14Q: 3 clusters Score -1375847 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1375953.375000 Penalty: 4422.054199
	Iteration 15Q: 3 clusters Score -1375953 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1376043.500000 Penalty: 4422.054199
	Iteration 16Q: 3 clusters Score -1376044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1376124.375000 Penalty: 4422.054199
	Iteration 17Q: 3 clusters Score -1376124 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1376189.500000 Penalty: 4422.054199
	Iteration 18Q: 3 clusters Score -1376190 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1376245.750000 Penalty: 4422.054199
	Iteration 19Q: 3 clusters Score -1376246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1376280.875000 Penalty: 4422.054199
	Iteration 20F: 3 clusters Score -1376281 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1376313.625000 Penalty: 4422.054199
	Iteration 21Q: 3 clusters Score -1376314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1376346.375000 Penalty: 4422.054199
	Iteration 22Q: 3 clusters Score -1376346 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1376378.125000 Penalty: 4422.054199
	Iteration 23Q: 3 clusters Score -1376378 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1376417.375000 Penalty: 4422.054199
	Iteration 24Q: 3 clusters Score -1376417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1376431.125000 Penalty: 4422.054199
	Iteration 25Q: 3 clusters Score -1376431 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1376449.500000 Penalty: 4422.054199
	Iteration 26Q: 3 clusters Score -1376450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1376457.875000 Penalty: 4422.054199
	Iteration 27Q: 3 clusters Score -1376458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1376464.125000 Penalty: 4422.054199
	Iteration 28Q: 3 clusters Score -1376464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1376472.750000 Penalty: 4422.054199
	Iteration 29Q: 3 clusters Score -1376473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1376478.250000 Penalty: 4422.054199
	Iteration 30Q: 3 clusters Score -1376478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1376481.250000 Penalty: 4422.054199
	Iteration 31Q: 3 clusters Score -1376481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1376484.750000 Penalty: 4422.054199
	Iteration 32Q: 3 clusters Score -1376485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1376491.125000 Penalty: 4422.054199
	Iteration 33Q: 3 clusters Score -1376491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1376495.750000 Penalty: 4422.054199
	Iteration 34Q: 3 clusters Score -1376496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1376498.125000 Penalty: 4422.054199
	Iteration 35Q: 3 clusters Score -1376498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1376504.875000 Penalty: 4422.054199
	Iteration 36Q: 3 clusters Score -1376505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1376509.000000 Penalty: 4422.054199
	Iteration 37Q: 3 clusters Score -1376509 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1376515.875000 Penalty: 4422.054199
	Iteration 38Q: 3 clusters Score -1376516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1376523.125000 Penalty: 4422.054199
	Iteration 39Q: 3 clusters Score -1376523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1376523.875000 Penalty: 4422.054199
	Iteration 40F: 3 clusters Score -1376524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1376532.750000 Penalty: 4422.054199
	Iteration 41Q: 3 clusters Score -1376533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1376539.500000 Penalty: 4422.054199
	Iteration 42Q: 3 clusters Score -1376540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1376542.625000 Penalty: 4422.054199
	Iteration 43Q: 3 clusters Score -1376543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1376543.125000 Penalty: 4422.054199
	Iteration 44Q: 3 clusters Score -1376543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1376549.375000 Penalty: 4422.054199
	Iteration 45Q: 3 clusters Score -1376549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1376554.375000 Penalty: 4422.054199
	Iteration 46Q: 3 clusters Score -1376554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1376557.375000 Penalty: 4422.054199
	Iteration 47Q: 3 clusters Score -1376557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1376561.250000 Penalty: 4422.054199
	Iteration 48Q: 3 clusters Score -1376561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1376561.625000 Penalty: 4422.054199
	Iteration 49Q: 3 clusters Score -1376562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1376562.000000 Penalty: 4422.054199
	Iteration 50Q: 3 clusters Score -1376562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1376564.250000 Penalty: 4422.054199
	Iteration 51Q: 3 clusters Score -1376564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1376565.250000 Penalty: 4422.054199
	Iteration 52Q: 3 clusters Score -1376565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1376567.375000 Penalty: 4422.054199
	Iteration 53Q: 3 clusters Score -1376567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1376567.250000 Penalty: 4422.054199
	Iteration 54Q: 3 clusters Score -1376567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1376567.250000 Penalty: 4422.054199
	Iteration 55F: 3 clusters Score -1376567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Entering Unmasked Estep 
Score: -5183956.500000 Penalty: 2544.160645
	Iteration 0F: 2 clusters Score -5183956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5164323.000000 Penalty: 5088.321289
	Iteration 0F: 3 clusters Score -5164323 nChanged 12816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5171213.000000 Penalty: 5088.321289
	Iteration 1F: 3 clusters Score -5171213 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -5171762.500000 Penalty: 5088.321289
	Iteration 2F: 3 clusters Score -5171762 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5172384.500000 Penalty: 5088.321289
	Iteration 3F: 3 clusters Score -5172384 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -5173039.000000 Penalty: 5088.321289
	Iteration 4F: 3 clusters Score -5173039 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -5173793.500000 Penalty: 5088.321289
	Iteration 5F: 3 clusters Score -5173794 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -5174631.500000 Penalty: 5088.321289
	Iteration 6F: 3 clusters Score -5174632 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -5175640.500000 Penalty: 5088.321289
	Iteration 7F: 3 clusters Score -5175640 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -5176680.000000 Penalty: 5088.321289
	Iteration 8F: 3 clusters Score -5176680 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -5177672.000000 Penalty: 5088.321289
	Iteration 9F: 3 clusters Score -5177672 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -5178587.500000 Penalty: 5088.321289
	Iteration 10Q: 3 clusters Score -5178588 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5179362.000000 Penalty: 5088.321289
	Iteration 11Q: 3 clusters Score -5179362 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -5180064.500000 Penalty: 5088.321289
	Iteration 12Q: 3 clusters Score -5180064 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -5180661.500000 Penalty: 5088.321289
	Iteration 13Q: 3 clusters Score -5180662 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -5181105.000000 Penalty: 5088.321289
	Iteration 14Q: 3 clusters Score -5181105 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -5181498.500000 Penalty: 5088.321289
	Iteration 15Q: 3 clusters Score -5181498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -5181758.500000 Penalty: 5088.321289
	Iteration 16Q: 3 clusters Score -5181758 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -5181911.500000 Penalty: 5088.321289
	Iteration 17Q: 3 clusters Score -5181912 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -5181995.000000 Penalty: 5088.321289
	Iteration 18Q: 3 clusters Score -5181995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -5182051.000000 Penalty: 5088.321289
	Iteration 19Q: 3 clusters Score -5182051 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -5182059.500000 Penalty: 5088.321289
	Iteration 20F: 3 clusters Score -5182060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -5182065.000000 Penalty: 5088.321289
	Iteration 21Q: 3 clusters Score -5182065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -5182077.500000 Penalty: 5088.321289
	Iteration 22Q: 3 clusters Score -5182078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5182078.500000 Penalty: 5088.321289
	Iteration 23Q: 3 clusters Score -5182078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5182094.000000 Penalty: 5088.321289
	Iteration 24Q: 3 clusters Score -5182094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5182097.000000 Penalty: 5088.321289
	Iteration 25Q: 3 clusters Score -5182097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5182094.500000 Penalty: 5088.321289
	Iteration 26Q: 3 clusters Score -5182094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5182099.000000 Penalty: 5088.321289
	Iteration 27Q: 3 clusters Score -5182099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -5182098.500000 Penalty: 5088.321289
	Iteration 28Q: 3 clusters Score -5182098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5182105.500000 Penalty: 5088.321289
	Iteration 29Q: 3 clusters Score -5182106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5182102.000000 Penalty: 5088.321289
	Iteration 30Q: 3 clusters Score -5182102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5182106.000000 Penalty: 5088.321289
	Iteration 31Q: 3 clusters Score -5182106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5182104.500000 Penalty: 5088.321289
	Iteration 32Q: 3 clusters Score -5182104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5182106.000000 Penalty: 5088.321289
	Iteration 33Q: 3 clusters Score -5182106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5182105.500000 Penalty: 5088.321289
	Iteration 34Q: 3 clusters Score -5182106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5182105.500000 Penalty: 5088.321289
	Iteration 35F: 3 clusters Score -5182106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -436427.218750 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -436427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -433502.750000 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -433502.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -434094.906250 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -434094.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -434374.312500 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -434374.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -434678.656250 Penalty: 3884.875732
	Iteration 3F: 3 clusters Score -434678.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -435026.812500 Penalty: 3884.875732
	Iteration 4F: 3 clusters Score -435026.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -435354.187500 Penalty: 3884.875732
	Iteration 5F: 3 clusters Score -435354.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -435574.906250 Penalty: 3884.875732
	Iteration 6F: 3 clusters Score -435574.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -435699.468750 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -435699.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -435778.625000 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -435778.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -435821.875000 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -435821.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -435845.468750 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -435845.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -435862.000000 Penalty: 3884.875732
	Iteration 11Q: 3 clusters Score -435862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -435868.437500 Penalty: 3884.875732
	Iteration 12Q: 3 clusters Score -435868.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -435875.218750 Penalty: 3884.875732
	Iteration 13Q: 3 clusters Score -435875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -435877.781250 Penalty: 3884.875732
	Iteration 14Q: 3 clusters Score -435877.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -435879.500000 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -435879.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -435881.250000 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -435881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -435882.062500 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -435882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -435882.812500 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -435882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -435882.812500 Penalty: 3884.875732
	Iteration 19F: 3 clusters Score -435882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Entering Unmasked Estep 
Score: -1604740.500000 Penalty: 2246.789307
	Iteration 0F: 2 clusters Score -1604740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1598041.375000 Penalty: 4493.578613
	Iteration 0F: 3 clusters Score -1598041 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1599864.000000 Penalty: 4493.578613
	Iteration 1F: 3 clusters Score -1599864 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1600149.250000 Penalty: 4493.578613
	Iteration 2F: 3 clusters Score -1600149 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1600383.625000 Penalty: 4493.578613
	Iteration 3F: 3 clusters Score -1600384 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1600666.000000 Penalty: 4493.578613
	Iteration 4Q: 3 clusters Score -1600666 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1600994.000000 Penalty: 4493.578613
	Iteration 5F: 3 clusters Score -1600994 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1601349.000000 Penalty: 4493.578613
	Iteration 6F: 3 clusters Score -1601349 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1601722.375000 Penalty: 4493.578613
	Iteration 7F: 3 clusters Score -1601722 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1602101.750000 Penalty: 4493.578613
	Iteration 8F: 3 clusters Score -1602102 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1602451.875000 Penalty: 4493.578613
	Iteration 9Q: 3 clusters Score -1602452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1602734.625000 Penalty: 4493.578613
	Iteration 10Q: 3 clusters Score -1602735 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1602932.375000 Penalty: 4493.578613
	Iteration 11Q: 3 clusters Score -1602932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1603101.125000 Penalty: 4493.578613
	Iteration 12Q: 3 clusters Score -1603101 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1603220.000000 Penalty: 4493.578613
	Iteration 13Q: 3 clusters Score -1603220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1603283.125000 Penalty: 4493.578613
	Iteration 14Q: 3 clusters Score -1603283 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1603328.000000 Penalty: 4493.578613
	Iteration 15Q: 3 clusters Score -1603328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1603340.250000 Penalty: 4493.578613
	Iteration 16Q: 3 clusters Score -1603340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1603361.125000 Penalty: 4493.578613
	Iteration 17Q: 3 clusters Score -1603361 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1603375.000000 Penalty: 4493.578613
	Iteration 18Q: 3 clusters Score -1603375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1603382.500000 Penalty: 4493.578613
	Iteration 19Q: 3 clusters Score -1603382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1603390.625000 Penalty: 4493.578613
	Iteration 20F: 3 clusters Score -1603391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1603398.250000 Penalty: 4493.578613
	Iteration 21Q: 3 clusters Score -1603398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1603403.250000 Penalty: 4493.578613
	Iteration 22Q: 3 clusters Score -1603403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1603409.875000 Penalty: 4493.578613
	Iteration 23Q: 3 clusters Score -1603410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1603408.375000 Penalty: 4493.578613
	Iteration 24Q: 3 clusters Score -1603408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1603413.375000 Penalty: 4493.578613
	Iteration 25Q: 3 clusters Score -1603413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1603415.625000 Penalty: 4493.578613
	Iteration 26Q: 3 clusters Score -1603416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1603416.750000 Penalty: 4493.578613
	Iteration 27Q: 3 clusters Score -1603417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1603421.000000 Penalty: 4493.578613
	Iteration 28Q: 3 clusters Score -1603421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1603422.875000 Penalty: 4493.578613
	Iteration 29Q: 3 clusters Score -1603423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1603425.375000 Penalty: 4493.578613
	Iteration 30Q: 3 clusters Score -1603425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1603428.375000 Penalty: 4493.578613
	Iteration 31Q: 3 clusters Score -1603428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1603429.750000 Penalty: 4493.578613
	Iteration 32Q: 3 clusters Score -1603430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1603428.625000 Penalty: 4493.578613
	Iteration 33Q: 3 clusters Score -1603429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1603431.250000 Penalty: 4493.578613
	Iteration 34Q: 3 clusters Score -1603431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1603428.750000 Penalty: 4493.578613
	Iteration 35Q: 3 clusters Score -1603429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1603430.375000 Penalty: 4493.578613
	Iteration 36Q: 3 clusters Score -1603430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1603428.125000 Penalty: 4493.578613
	Iteration 37Q: 3 clusters Score -1603428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1603428.125000 Penalty: 4493.578613
	Iteration 38F: 3 clusters Score -1603428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -45983.105469 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -45983.11 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 214 members 
Entering Unmasked Estep 
Score: -44643.183594 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -44643.18 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -45042.593750 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -45042.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45251.957031 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -45251.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -45353.304688 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -45353.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45402.664062 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -45402.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -45433.660156 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -45433.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45434.316406 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -45434.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -45434.316406 Penalty: 3012.230225
	Iteration 7F: 3 clusters Score -45434.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -2405111.500000 Penalty: 2345.056152
	Iteration 0F: 2 clusters Score -2405112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2395656.250000 Penalty: 4690.112305
	Iteration 0F: 3 clusters Score -2395656 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2398517.250000 Penalty: 4690.112305
	Iteration 1F: 3 clusters Score -2398517 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2398891.750000 Penalty: 4690.112305
	Iteration 2F: 3 clusters Score -2398892 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2399205.750000 Penalty: 4690.112305
	Iteration 3F: 3 clusters Score -2399206 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -2399517.000000 Penalty: 4690.112305
	Iteration 4Q: 3 clusters Score -2399517 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2399878.250000 Penalty: 4690.112305
	Iteration 5Q: 3 clusters Score -2399878 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2400219.500000 Penalty: 4690.112305
	Iteration 6Q: 3 clusters Score -2400220 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -2400551.250000 Penalty: 4690.112305
	Iteration 7Q: 3 clusters Score -2400551 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2400926.000000 Penalty: 4690.112305
	Iteration 8Q: 3 clusters Score -2400926 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2401238.000000 Penalty: 4690.112305
	Iteration 9Q: 3 clusters Score -2401238 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2401545.250000 Penalty: 4690.112305
	Iteration 10Q: 3 clusters Score -2401545 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2401821.000000 Penalty: 4690.112305
	Iteration 11Q: 3 clusters Score -2401821 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2402052.750000 Penalty: 4690.112305
	Iteration 12Q: 3 clusters Score -2402053 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2402240.750000 Penalty: 4690.112305
	Iteration 13Q: 3 clusters Score -2402241 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2402410.250000 Penalty: 4690.112305
	Iteration 14Q: 3 clusters Score -2402410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2402549.000000 Penalty: 4690.112305
	Iteration 15Q: 3 clusters Score -2402549 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2402647.000000 Penalty: 4690.112305
	Iteration 16Q: 3 clusters Score -2402647 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2402724.000000 Penalty: 4690.112305
	Iteration 17Q: 3 clusters Score -2402724 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2402797.000000 Penalty: 4690.112305
	Iteration 18Q: 3 clusters Score -2402797 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2402836.750000 Penalty: 4690.112305
	Iteration 19Q: 3 clusters Score -2402837 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2402872.750000 Penalty: 4690.112305
	Iteration 20F: 3 clusters Score -2402873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2402922.750000 Penalty: 4690.112305
	Iteration 21Q: 3 clusters Score -2402923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2402950.000000 Penalty: 4690.112305
	Iteration 22Q: 3 clusters Score -2402950 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2402973.000000 Penalty: 4690.112305
	Iteration 23Q: 3 clusters Score -2402973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2402997.750000 Penalty: 4690.112305
	Iteration 24Q: 3 clusters Score -2402998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2403013.500000 Penalty: 4690.112305
	Iteration 25Q: 3 clusters Score -2403014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -2403024.500000 Penalty: 4690.112305
	Iteration 26Q: 3 clusters Score -2403024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2403035.000000 Penalty: 4690.112305
	Iteration 27Q: 3 clusters Score -2403035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2403046.250000 Penalty: 4690.112305
	Iteration 28Q: 3 clusters Score -2403046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2403048.250000 Penalty: 4690.112305
	Iteration 29Q: 3 clusters Score -2403048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -2403050.250000 Penalty: 4690.112305
	Iteration 30Q: 3 clusters Score -2403050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2403060.250000 Penalty: 4690.112305
	Iteration 31Q: 3 clusters Score -2403060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2403062.000000 Penalty: 4690.112305
	Iteration 32Q: 3 clusters Score -2403062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2403066.250000 Penalty: 4690.112305
	Iteration 33Q: 3 clusters Score -2403066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2403069.500000 Penalty: 4690.112305
	Iteration 34Q: 3 clusters Score -2403070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2403076.000000 Penalty: 4690.112305
	Iteration 35Q: 3 clusters Score -2403076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2403078.000000 Penalty: 4690.112305
	Iteration 36Q: 3 clusters Score -2403078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2403080.500000 Penalty: 4690.112305
	Iteration 37Q: 3 clusters Score -2403080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2403085.000000 Penalty: 4690.112305
	Iteration 38Q: 3 clusters Score -2403085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2403089.500000 Penalty: 4690.112305
	Iteration 39Q: 3 clusters Score -2403090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2403092.750000 Penalty: 4690.112305
	Iteration 40F: 3 clusters Score -2403093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2403096.750000 Penalty: 4690.112305
	Iteration 41Q: 3 clusters Score -2403097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2403100.000000 Penalty: 4690.112305
	Iteration 42Q: 3 clusters Score -2403100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2403102.000000 Penalty: 4690.112305
	Iteration 43Q: 3 clusters Score -2403102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2403106.000000 Penalty: 4690.112305
	Iteration 44Q: 3 clusters Score -2403106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2403108.250000 Penalty: 4690.112305
	Iteration 45Q: 3 clusters Score -2403108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2403112.000000 Penalty: 4690.112305
	Iteration 46Q: 3 clusters Score -2403112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2403125.000000 Penalty: 4690.112305
	Iteration 47Q: 3 clusters Score -2403125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2403128.250000 Penalty: 4690.112305
	Iteration 48Q: 3 clusters Score -2403128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2403129.250000 Penalty: 4690.112305
	Iteration 49Q: 3 clusters Score -2403129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2403131.000000 Penalty: 4690.112305
	Iteration 50Q: 3 clusters Score -2403131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2403131.000000 Penalty: 4690.112305
	Iteration 51Q: 3 clusters Score -2403131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2403132.500000 Penalty: 4690.112305
	Iteration 52Q: 3 clusters Score -2403132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2403135.000000 Penalty: 4690.112305
	Iteration 53Q: 3 clusters Score -2403135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2403137.500000 Penalty: 4690.112305
	Iteration 54Q: 3 clusters Score -2403138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2403138.500000 Penalty: 4690.112305
	Iteration 55Q: 3 clusters Score -2403138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2403140.500000 Penalty: 4690.112305
	Iteration 56Q: 3 clusters Score -2403140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2403140.000000 Penalty: 4690.112305
	Iteration 57Q: 3 clusters Score -2403140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2403142.750000 Penalty: 4690.112305
	Iteration 58Q: 3 clusters Score -2403143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2403142.750000 Penalty: 4690.112305
	Iteration 59F: 3 clusters Score -2403143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Entering Unmasked Estep 
Score: -3503449.750000 Penalty: 2441.431152
	Iteration 0F: 2 clusters Score -3503450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3490115.250000 Penalty: 4882.862305
	Iteration 0F: 3 clusters Score -3490115 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -3494426.000000 Penalty: 4882.862305
	Iteration 1F: 3 clusters Score -3494426 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3494766.500000 Penalty: 4882.862305
	Iteration 2Q: 3 clusters Score -3494766 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -3495037.000000 Penalty: 4882.862305
	Iteration 3Q: 3 clusters Score -3495037 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -3495287.500000 Penalty: 4882.862305
	Iteration 4Q: 3 clusters Score -3495288 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -3495548.000000 Penalty: 4882.862305
	Iteration 5Q: 3 clusters Score -3495548 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3495794.250000 Penalty: 4882.862305
	Iteration 6Q: 3 clusters Score -3495794 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3496109.500000 Penalty: 4882.862305
	Iteration 7Q: 3 clusters Score -3496110 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3496508.500000 Penalty: 4882.862305
	Iteration 8Q: 3 clusters Score -3496508 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3497011.500000 Penalty: 4882.862305
	Iteration 9Q: 3 clusters Score -3497012 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -3497632.750000 Penalty: 4882.862305
	Iteration 10Q: 3 clusters Score -3497633 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -3498356.500000 Penalty: 4882.862305
	Iteration 11F: 3 clusters Score -3498356 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -3499054.750000 Penalty: 4882.862305
	Iteration 12Q: 3 clusters Score -3499055 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3499710.000000 Penalty: 4882.862305
	Iteration 13Q: 3 clusters Score -3499710 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3500225.750000 Penalty: 4882.862305
	Iteration 14Q: 3 clusters Score -3500226 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3500551.000000 Penalty: 4882.862305
	Iteration 15Q: 3 clusters Score -3500551 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3500793.000000 Penalty: 4882.862305
	Iteration 16Q: 3 clusters Score -3500793 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -3500980.500000 Penalty: 4882.862305
	Iteration 17Q: 3 clusters Score -3500980 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3501107.750000 Penalty: 4882.862305
	Iteration 18Q: 3 clusters Score -3501108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3501193.250000 Penalty: 4882.862305
	Iteration 19Q: 3 clusters Score -3501193 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3501257.000000 Penalty: 4882.862305
	Iteration 20F: 3 clusters Score -3501257 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3501305.750000 Penalty: 4882.862305
	Iteration 21Q: 3 clusters Score -3501306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3501339.250000 Penalty: 4882.862305
	Iteration 22Q: 3 clusters Score -3501339 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3501374.000000 Penalty: 4882.862305
	Iteration 23Q: 3 clusters Score -3501374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3501391.500000 Penalty: 4882.862305
	Iteration 24Q: 3 clusters Score -3501392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3501392.250000 Penalty: 4882.862305
	Iteration 25Q: 3 clusters Score -3501392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3501401.250000 Penalty: 4882.862305
	Iteration 26Q: 3 clusters Score -3501401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3501400.500000 Penalty: 4882.862305
	Iteration 27Q: 3 clusters Score -3501400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3501400.500000 Penalty: 4882.862305
	Iteration 28Q: 3 clusters Score -3501400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3501403.750000 Penalty: 4882.862305
	Iteration 29Q: 3 clusters Score -3501404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3501409.250000 Penalty: 4882.862305
	Iteration 30Q: 3 clusters Score -3501409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3501410.750000 Penalty: 4882.862305
	Iteration 31Q: 3 clusters Score -3501411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3501414.000000 Penalty: 4882.862305
	Iteration 32Q: 3 clusters Score -3501414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3501416.000000 Penalty: 4882.862305
	Iteration 33Q: 3 clusters Score -3501416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3501420.500000 Penalty: 4882.862305
	Iteration 34Q: 3 clusters Score -3501420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3501426.750000 Penalty: 4882.862305
	Iteration 35Q: 3 clusters Score -3501427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3501431.500000 Penalty: 4882.862305
	Iteration 36Q: 3 clusters Score -3501432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3501431.000000 Penalty: 4882.862305
	Iteration 37Q: 3 clusters Score -3501431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3501435.250000 Penalty: 4882.862305
	Iteration 38Q: 3 clusters Score -3501435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3501442.000000 Penalty: 4882.862305
	Iteration 39Q: 3 clusters Score -3501442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3501443.750000 Penalty: 4882.862305
	Iteration 40F: 3 clusters Score -3501444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3501455.750000 Penalty: 4882.862305
	Iteration 41Q: 3 clusters Score -3501456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3501457.250000 Penalty: 4882.862305
	Iteration 42Q: 3 clusters Score -3501457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3501463.000000 Penalty: 4882.862305
	Iteration 43Q: 3 clusters Score -3501463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3501468.750000 Penalty: 4882.862305
	Iteration 44Q: 3 clusters Score -3501469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3501466.250000 Penalty: 4882.862305
	Iteration 45Q: 3 clusters Score -3501466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3501473.250000 Penalty: 4882.862305
	Iteration 46Q: 3 clusters Score -3501473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3501477.000000 Penalty: 4882.862305
	Iteration 47Q: 3 clusters Score -3501477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3501479.750000 Penalty: 4882.862305
	Iteration 48Q: 3 clusters Score -3501480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3501482.000000 Penalty: 4882.862305
	Iteration 49Q: 3 clusters Score -3501482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3501483.250000 Penalty: 4882.862305
	Iteration 50Q: 3 clusters Score -3501483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3501483.250000 Penalty: 4882.862305
	Iteration 51F: 3 clusters Score -3501483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -17349.412109 Penalty: 1337.619629
	Iteration 0F: 2 clusters Score -17349.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16285.039062 Penalty: 2675.239258
	Iteration 0F: 3 clusters Score -16285.04 nChanged 30
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: -16412.384766 Penalty: 2675.239258
	Iteration 1F: 3 clusters Score -16412.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -16453.009766 Penalty: 2675.239258
	Iteration 2Q: 3 clusters Score -16453.01 nChanged 3
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: -16469.529297 Penalty: 2675.239258
	Iteration 3Q: 3 clusters Score -16469.53 nChanged 2
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: -16493.236328 Penalty: 2675.239258
	Iteration 4Q: 3 clusters Score -16493.24 nChanged 2
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: -16514.025391 Penalty: 2675.239258
	Iteration 5Q: 3 clusters Score -16514.03 nChanged 2
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: -16534.738281 Penalty: 2675.239258
	Iteration 6Q: 3 clusters Score -16534.74 nChanged 4
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: -16556.021484 Penalty: 2675.239258
	Iteration 7Q: 3 clusters Score -16556.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16561.507812 Penalty: 2675.239258
	Iteration 8Q: 3 clusters Score -16561.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16582.964844 Penalty: 2675.239258
	Iteration 9Q: 3 clusters Score -16582.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16586.691406 Penalty: 2675.239258
	Iteration 10Q: 3 clusters Score -16586.69 nChanged 1
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: -16587.890625 Penalty: 2675.239258
	Iteration 11Q: 3 clusters Score -16587.89 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: -16587.890625 Penalty: 2675.239258
	Iteration 12F: 3 clusters Score -16587.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (50090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Entering Unmasked Estep 
Score: -9437421.000000 Penalty: 2683.751221
	Iteration 0F: 2 clusters Score -9437421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9405913.000000 Penalty: 5367.502441
	Iteration 0F: 3 clusters Score -9405913 nChanged 23250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -9418664.000000 Penalty: 5367.502441
	Iteration 1F: 3 clusters Score -9418664 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9419227.000000 Penalty: 5367.502441
	Iteration 2Q: 3 clusters Score -9419227 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -9419686.000000 Penalty: 5367.502441
	Iteration 3Q: 3 clusters Score -9419686 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -9420141.000000 Penalty: 5367.502441
	Iteration 4Q: 3 clusters Score -9420141 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -9420817.000000 Penalty: 5367.502441
	Iteration 5Q: 3 clusters Score -9420817 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -9421738.000000 Penalty: 5367.502441
	Iteration 6Q: 3 clusters Score -9421738 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -9422923.000000 Penalty: 5367.502441
	Iteration 7F: 3 clusters Score -9422923 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -9424664.000000 Penalty: 5367.502441
	Iteration 8F: 3 clusters Score -9424664 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -9426788.000000 Penalty: 5367.502441
	Iteration 9F: 3 clusters Score -9426788 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -9429313.000000 Penalty: 5367.502441
	Iteration 10F: 3 clusters Score -9429313 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -9432017.000000 Penalty: 5367.502441
	Iteration 11F: 3 clusters Score -9432017 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9433098.000000 Penalty: 5367.502441
	Iteration 12Q: 3 clusters Score -9433098 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -9434261.000000 Penalty: 5367.502441
	Iteration 13Q: 3 clusters Score -9434261 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -9434728.000000 Penalty: 5367.502441
	Iteration 14Q: 3 clusters Score -9434728 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -9434938.000000 Penalty: 5367.502441
	Iteration 15Q: 3 clusters Score -9434938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49631 members 
Entering Unmasked Estep 
Score: -9435029.000000 Penalty: 5367.502441
	Iteration 16Q: 3 clusters Score -9435029 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -9435072.000000 Penalty: 5367.502441
	Iteration 17Q: 3 clusters Score -9435072 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -9435096.000000 Penalty: 5367.502441
	Iteration 18Q: 3 clusters Score -9435096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9435112.000000 Penalty: 5367.502441
	Iteration 19Q: 3 clusters Score -9435112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -9435109.000000 Penalty: 5367.502441
	Iteration 20F: 3 clusters Score -9435109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -9435115.000000 Penalty: 5367.502441
	Iteration 21Q: 3 clusters Score -9435115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -9435126.000000 Penalty: 5367.502441
	Iteration 22Q: 3 clusters Score -9435126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -9435126.000000 Penalty: 5367.502441
	Iteration 23Q: 3 clusters Score -9435126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -9435137.000000 Penalty: 5367.502441
	Iteration 24Q: 3 clusters Score -9435137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -9435142.000000 Penalty: 5367.502441
	Iteration 25Q: 3 clusters Score -9435142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -9435135.000000 Penalty: 5367.502441
	Iteration 26Q: 3 clusters Score -9435135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -9435145.000000 Penalty: 5367.502441
	Iteration 27Q: 3 clusters Score -9435145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9435143.000000 Penalty: 5367.502441
	Iteration 28Q: 3 clusters Score -9435143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9435143.000000 Penalty: 5367.502441
	Iteration 29F: 3 clusters Score -9435143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (52817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Entering Unmasked Estep 
Score: -9890200.000000 Penalty: 2696.897949
	Iteration 0F: 2 clusters Score -9890200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -9859366.000000 Penalty: 5393.795898
	Iteration 0F: 3 clusters Score -9859366 nChanged 24545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -9872766.000000 Penalty: 5393.795898
	Iteration 1F: 3 clusters Score -9872766 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -9873192.000000 Penalty: 5393.795898
	Iteration 2Q: 3 clusters Score -9873192 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -9873645.000000 Penalty: 5393.795898
	Iteration 3Q: 3 clusters Score -9873645 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -9874052.000000 Penalty: 5393.795898
	Iteration 4Q: 3 clusters Score -9874052 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -9874515.000000 Penalty: 5393.795898
	Iteration 5Q: 3 clusters Score -9874515 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -9875054.000000 Penalty: 5393.795898
	Iteration 6Q: 3 clusters Score -9875054 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -9875726.000000 Penalty: 5393.795898
	Iteration 7Q: 3 clusters Score -9875726 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -9876843.000000 Penalty: 5393.795898
	Iteration 8Q: 3 clusters Score -9876843 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -9878425.000000 Penalty: 5393.795898
	Iteration 9F: 3 clusters Score -9878425 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -9880854.000000 Penalty: 5393.795898
	Iteration 10F: 3 clusters Score -9880854 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -9883606.000000 Penalty: 5393.795898
	Iteration 11F: 3 clusters Score -9883606 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -9885816.000000 Penalty: 5393.795898
	Iteration 12F: 3 clusters Score -9885816 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -9887136.000000 Penalty: 5393.795898
	Iteration 13Q: 3 clusters Score -9887136 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -9888114.000000 Penalty: 5393.795898
	Iteration 14Q: 3 clusters Score -9888114 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -9889031.000000 Penalty: 5393.795898
	Iteration 15Q: 3 clusters Score -9889031 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -9889797.000000 Penalty: 5393.795898
	Iteration 16Q: 3 clusters Score -9889797 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -9890463.000000 Penalty: 5393.795898
	Iteration 17Q: 3 clusters Score -9890463 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -9890917.000000 Penalty: 5393.795898
	Iteration 18Q: 3 clusters Score -9890917 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -9891182.000000 Penalty: 5393.795898
	Iteration 19Q: 3 clusters Score -9891182 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -9891377.000000 Penalty: 5393.795898
	Iteration 20F: 3 clusters Score -9891377 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -9891493.000000 Penalty: 5393.795898
	Iteration 21Q: 3 clusters Score -9891493 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -9891464.000000 Penalty: 5393.795898
	Iteration 22Q: 3 clusters Score -9891464 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -9891479.000000 Penalty: 5393.795898
	Iteration 23Q: 3 clusters Score -9891479 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -9891436.000000 Penalty: 5393.795898
	Iteration 24Q: 3 clusters Score -9891436 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -9891441.000000 Penalty: 5393.795898
	Iteration 25Q: 3 clusters Score -9891441 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -9891398.000000 Penalty: 5393.795898
	Iteration 26Q: 3 clusters Score -9891398 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -9891304.000000 Penalty: 5393.795898
	Iteration 27Q: 3 clusters Score -9891304 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -9891238.000000 Penalty: 5393.795898
	Iteration 28Q: 3 clusters Score -9891238 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -9891082.000000 Penalty: 5393.795898
	Iteration 29Q: 3 clusters Score -9891082 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -9890803.000000 Penalty: 5393.795898
	Iteration 30Q: 3 clusters Score -9890803 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -9890508.000000 Penalty: 5393.795898
	Iteration 31Q: 3 clusters Score -9890508 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -9890327.000000 Penalty: 5393.795898
	Iteration 32Q: 3 clusters Score -9890327 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -9890047.000000 Penalty: 5393.795898
	Iteration 33Q: 3 clusters Score -9890047 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -9889647.000000 Penalty: 5393.795898
	Iteration 34Q: 3 clusters Score -9889647 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -9889337.000000 Penalty: 5393.795898
	Iteration 35Q: 3 clusters Score -9889337 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -9888897.000000 Penalty: 5393.795898
	Iteration 36Q: 3 clusters Score -9888897 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -9888832.000000 Penalty: 5393.795898
	Iteration 37Q: 3 clusters Score -9888832 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -9888833.000000 Penalty: 5393.795898
	Iteration 38Q: 3 clusters Score -9888833 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -9888781.000000 Penalty: 5393.795898
	Iteration 39Q: 3 clusters Score -9888781 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -9888796.000000 Penalty: 5393.795898
	Iteration 40F: 3 clusters Score -9888796 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -9888752.000000 Penalty: 5393.795898
	Iteration 41Q: 3 clusters Score -9888752 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50086 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9888753.000000 Penalty: 5393.795898
	Iteration 42Q: 3 clusters Score -9888753 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9888674.000000 Penalty: 5393.795898
	Iteration 43Q: 3 clusters Score -9888674 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9888644.000000 Penalty: 5393.795898
	Iteration 44Q: 3 clusters Score -9888644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50952 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -9888570.000000 Penalty: 5393.795898
	Iteration 45Q: 3 clusters Score -9888570 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -9888513.000000 Penalty: 5393.795898
	Iteration 46Q: 3 clusters Score -9888513 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9888481.000000 Penalty: 5393.795898
	Iteration 47Q: 3 clusters Score -9888481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9888469.000000 Penalty: 5393.795898
	Iteration 48Q: 3 clusters Score -9888469 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9888478.000000 Penalty: 5393.795898
	Iteration 49Q: 3 clusters Score -9888478 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9888404.000000 Penalty: 5393.795898
	Iteration 50Q: 3 clusters Score -9888404 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9888410.000000 Penalty: 5393.795898
	Iteration 51Q: 3 clusters Score -9888410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9888371.000000 Penalty: 5393.795898
	Iteration 52Q: 3 clusters Score -9888371 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9888348.000000 Penalty: 5393.795898
	Iteration 53Q: 3 clusters Score -9888348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9888361.000000 Penalty: 5393.795898
	Iteration 54Q: 3 clusters Score -9888361 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51905 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9888375.000000 Penalty: 5393.795898
	Iteration 55Q: 3 clusters Score -9888375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9888368.000000 Penalty: 5393.795898
	Iteration 56Q: 3 clusters Score -9888368 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9888356.000000 Penalty: 5393.795898
	Iteration 57Q: 3 clusters Score -9888356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9888349.000000 Penalty: 5393.795898
	Iteration 58Q: 3 clusters Score -9888349 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9888358.000000 Penalty: 5393.795898
	Iteration 59Q: 3 clusters Score -9888358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9888378.000000 Penalty: 5393.795898
	Iteration 60F: 3 clusters Score -9888378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52054 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9888390.000000 Penalty: 5393.795898
	Iteration 61Q: 3 clusters Score -9888390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9888383.000000 Penalty: 5393.795898
	Iteration 62Q: 3 clusters Score -9888383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52084 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9888382.000000 Penalty: 5393.795898
	Iteration 63Q: 3 clusters Score -9888382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9888369.000000 Penalty: 5393.795898
	Iteration 64Q: 3 clusters Score -9888369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -9888364.000000 Penalty: 5393.795898
	Iteration 65Q: 3 clusters Score -9888364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9888350.000000 Penalty: 5393.795898
	Iteration 66Q: 3 clusters Score -9888350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9888360.000000 Penalty: 5393.795898
	Iteration 67Q: 3 clusters Score -9888360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9888349.000000 Penalty: 5393.795898
	Iteration 68Q: 3 clusters Score -9888349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -9888350.000000 Penalty: 5393.795898
	Iteration 69Q: 3 clusters Score -9888350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9888351.000000 Penalty: 5393.795898
	Iteration 70Q: 3 clusters Score -9888351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9888357.000000 Penalty: 5393.795898
	Iteration 71Q: 3 clusters Score -9888357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9888357.000000 Penalty: 5393.795898
	Iteration 72Q: 3 clusters Score -9888357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9888361.000000 Penalty: 5393.795898
	Iteration 73Q: 3 clusters Score -9888361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9888361.000000 Penalty: 5393.795898
	Iteration 74F: 3 clusters Score -9888361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 8365 members 
Mstep: Class 3 contains 51756 members 
Mstep: Class 4 contains 35854 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 23618 members 
Mstep: Class 7 contains 46032 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47598 members 
Mstep: Class 10 contains 42444 members 
Mstep: Class 11 contains 21849 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49276 members 
Mstep: Class 16 contains 57220 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25927 members 
Mstep: Class 20 contains 52774 members 
Mstep: Class 21 contains 7446 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12783 members 
Mstep: Class 27 contains 18854 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50090 members 
Mstep: Class 30 contains 52817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160304.000000 Penalty: 100613.093750
Iteration 479Q: 31 clusters Score -1.371603e+08 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 51183 members 
Mstep: Class 4 contains 36054 members 
Mstep: Class 5 contains 47243 members 
Mstep: Class 6 contains 23621 members 
Mstep: Class 7 contains 46161 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47602 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49391 members 
Mstep: Class 16 contains 56885 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25964 members 
Mstep: Class 20 contains 51205 members 
Mstep: Class 21 contains 7410 members 
Mstep: Class 22 contains 28546 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8611 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12779 members 
Mstep: Class 27 contains 18759 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51149 members 
Mstep: Class 30 contains 52384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159872.000000 Penalty: 100613.093750
Iteration 480F: 31 clusters Score -1.371599e+08 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 50334 members 
Mstep: Class 4 contains 36308 members 
Mstep: Class 5 contains 48974 members 
Mstep: Class 6 contains 23630 members 
Mstep: Class 7 contains 46293 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47617 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 11 contains 21719 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 49512 members 
Mstep: Class 16 contains 56649 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25953 members 
Mstep: Class 20 contains 49964 members 
Mstep: Class 21 contains 7381 members 
Mstep: Class 22 contains 28539 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8603 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12755 members 
Mstep: Class 27 contains 18600 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52080 members 
Mstep: Class 30 contains 51354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160304.000000 Penalty: 100613.093750
Iteration 481Q: 31 clusters Score -1.371603e+08 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 49316 members 
Mstep: Class 4 contains 36546 members 
Mstep: Class 5 contains 50724 members 
Mstep: Class 6 contains 23602 members 
Mstep: Class 7 contains 46390 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47625 members 
Mstep: Class 10 contains 42652 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49685 members 
Mstep: Class 16 contains 56565 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25948 members 
Mstep: Class 20 contains 50200 members 
Mstep: Class 21 contains 7340 members 
Mstep: Class 22 contains 28533 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8595 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12663 members 
Mstep: Class 27 contains 18437 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52279 members 
Mstep: Class 30 contains 49943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159904.000000 Penalty: 100613.093750
Iteration 482Q: 31 clusters Score -1.371599e+08 nChanged 8195
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 8402 members 
Mstep: Class 3 contains 48505 members 
Mstep: Class 4 contains 36851 members 
Mstep: Class 5 contains 52005 members 
Mstep: Class 6 contains 23610 members 
Mstep: Class 7 contains 46530 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47649 members 
Mstep: Class 10 contains 42793 members 
Mstep: Class 11 contains 21659 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49780 members 
Mstep: Class 16 contains 56749 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25959 members 
Mstep: Class 20 contains 51481 members 
Mstep: Class 21 contains 7305 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8585 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 12397 members 
Mstep: Class 27 contains 18249 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51567 members 
Mstep: Class 30 contains 48811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159792.000000 Penalty: 100613.093750
Iteration 483Q: 31 clusters Score -1.371598e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 8401 members 
Mstep: Class 3 contains 48283 members 
Mstep: Class 4 contains 37059 members 
Mstep: Class 5 contains 52917 members 
Mstep: Class 6 contains 23644 members 
Mstep: Class 7 contains 46648 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47697 members 
Mstep: Class 10 contains 42944 members 
Mstep: Class 11 contains 21659 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49851 members 
Mstep: Class 16 contains 57091 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25958 members 
Mstep: Class 20 contains 53222 members 
Mstep: Class 21 contains 7275 members 
Mstep: Class 22 contains 28532 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8581 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 11973 members 
Mstep: Class 27 contains 18083 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49939 members 
Mstep: Class 30 contains 48171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159280.000000 Penalty: 100613.093750
Iteration 484Q: 31 clusters Score -1.371593e+08 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 8424 members 
Mstep: Class 3 contains 48817 members 
Mstep: Class 4 contains 37235 members 
Mstep: Class 5 contains 52671 members 
Mstep: Class 6 contains 23696 members 
Mstep: Class 7 contains 46767 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47733 members 
Mstep: Class 10 contains 43078 members 
Mstep: Class 11 contains 21652 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49806 members 
Mstep: Class 16 contains 57513 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25954 members 
Mstep: Class 20 contains 55182 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 28523 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 11400 members 
Mstep: Class 27 contains 17952 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48073 members 
Mstep: Class 30 contains 48155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158304.000000 Penalty: 100613.093750
Iteration 485Q: 31 clusters Score -1.371583e+08 nChanged 8562
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 49756 members 
Mstep: Class 4 contains 37366 members 
Mstep: Class 5 contains 51075 members 
Mstep: Class 6 contains 23721 members 
Mstep: Class 7 contains 46868 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47788 members 
Mstep: Class 10 contains 43160 members 
Mstep: Class 11 contains 21642 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49765 members 
Mstep: Class 16 contains 57841 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 25983 members 
Mstep: Class 20 contains 56933 members 
Mstep: Class 21 contains 7214 members 
Mstep: Class 22 contains 28516 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 10776 members 
Mstep: Class 27 contains 17858 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 46804 members 
Mstep: Class 30 contains 48700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157712.000000 Penalty: 100613.093750
Iteration 486Q: 31 clusters Score -1.371577e+08 nChanged 8161
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 50768 members 
Mstep: Class 4 contains 37405 members 
Mstep: Class 5 contains 48729 members 
Mstep: Class 6 contains 23742 members 
Mstep: Class 7 contains 46932 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47810 members 
Mstep: Class 10 contains 43172 members 
Mstep: Class 11 contains 21615 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49675 members 
Mstep: Class 16 contains 57922 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26008 members 
Mstep: Class 20 contains 57804 members 
Mstep: Class 21 contains 7186 members 
Mstep: Class 22 contains 28509 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8590 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 10321 members 
Mstep: Class 27 contains 17775 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 46831 members 
Mstep: Class 30 contains 49499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156912.000000 Penalty: 100613.093750
Iteration 487Q: 31 clusters Score -1.371569e+08 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 8430 members 
Mstep: Class 3 contains 51583 members 
Mstep: Class 4 contains 37417 members 
Mstep: Class 5 contains 46729 members 
Mstep: Class 6 contains 23747 members 
Mstep: Class 7 contains 47006 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47819 members 
Mstep: Class 10 contains 43164 members 
Mstep: Class 11 contains 21588 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49624 members 
Mstep: Class 16 contains 57764 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26044 members 
Mstep: Class 20 contains 56898 members 
Mstep: Class 21 contains 7162 members 
Mstep: Class 22 contains 28489 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8597 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 9989 members 
Mstep: Class 27 contains 17692 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48199 members 
Mstep: Class 30 contains 50406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156304.000000 Penalty: 100613.093750
Iteration 488Q: 31 clusters Score -1.371563e+08 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 8426 members 
Mstep: Class 3 contains 51868 members 
Mstep: Class 4 contains 37505 members 
Mstep: Class 5 contains 46300 members 
Mstep: Class 6 contains 23766 members 
Mstep: Class 7 contains 47096 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47842 members 
Mstep: Class 10 contains 43168 members 
Mstep: Class 11 contains 21568 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49614 members 
Mstep: Class 16 contains 57456 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26052 members 
Mstep: Class 20 contains 54587 members 
Mstep: Class 21 contains 7138 members 
Mstep: Class 22 contains 28488 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 17613 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50081 members 
Mstep: Class 30 contains 51076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156592.000000 Penalty: 100613.093750
Iteration 489Q: 31 clusters Score -1.371566e+08 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 51406 members 
Mstep: Class 4 contains 37709 members 
Mstep: Class 5 contains 47106 members 
Mstep: Class 6 contains 23785 members 
Mstep: Class 7 contains 47204 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47850 members 
Mstep: Class 10 contains 43257 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49666 members 
Mstep: Class 16 contains 57077 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26079 members 
Mstep: Class 20 contains 52877 members 
Mstep: Class 21 contains 7117 members 
Mstep: Class 22 contains 28465 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 9554 members 
Mstep: Class 27 contains 17514 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51493 members 
Mstep: Class 30 contains 51057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157312.000000 Penalty: 100613.093750
Iteration 490Q: 31 clusters Score -1.371573e+08 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 50531 members 
Mstep: Class 4 contains 37956 members 
Mstep: Class 5 contains 48812 members 
Mstep: Class 6 contains 23807 members 
Mstep: Class 7 contains 47323 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47836 members 
Mstep: Class 10 contains 43380 members 
Mstep: Class 11 contains 21594 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49685 members 
Mstep: Class 16 contains 56837 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26097 members 
Mstep: Class 20 contains 51219 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 28442 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 8605 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 9372 members 
Mstep: Class 27 contains 17433 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52722 members 
Mstep: Class 30 contains 50663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158048.000000 Penalty: 100613.093750
Iteration 491Q: 31 clusters Score -1.37158e+08 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 8433 members 
Mstep: Class 3 contains 49395 members 
Mstep: Class 4 contains 38171 members 
Mstep: Class 5 contains 50569 members 
Mstep: Class 6 contains 23803 members 
Mstep: Class 7 contains 47453 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47846 members 
Mstep: Class 10 contains 43479 members 
Mstep: Class 11 contains 21626 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49748 members 
Mstep: Class 16 contains 56794 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26106 members 
Mstep: Class 20 contains 51094 members 
Mstep: Class 21 contains 7072 members 
Mstep: Class 22 contains 28433 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8612 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 9139 members 
Mstep: Class 27 contains 17342 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 53102 members 
Mstep: Class 30 contains 49855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158864.000000 Penalty: 100613.093750
Iteration 492Q: 31 clusters Score -1.371589e+08 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 8457 members 
Mstep: Class 3 contains 48470 members 
Mstep: Class 4 contains 38358 members 
Mstep: Class 5 contains 52102 members 
Mstep: Class 6 contains 23802 members 
Mstep: Class 7 contains 47539 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47864 members 
Mstep: Class 10 contains 43578 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49824 members 
Mstep: Class 16 contains 56942 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26104 members 
Mstep: Class 20 contains 51978 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 28420 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8616 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 8844 members 
Mstep: Class 27 contains 17224 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 52454 members 
Mstep: Class 30 contains 49151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158352.000000 Penalty: 100613.093750
Iteration 493Q: 31 clusters Score -1.371584e+08 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 8462 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 38528 members 
Mstep: Class 5 contains 53160 members 
Mstep: Class 6 contains 23828 members 
Mstep: Class 7 contains 47615 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47881 members 
Mstep: Class 10 contains 43664 members 
Mstep: Class 11 contains 21666 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49883 members 
Mstep: Class 16 contains 57300 members 
Mstep: Class 17 contains 2883 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26110 members 
Mstep: Class 20 contains 53482 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 28404 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8614 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 8507 members 
Mstep: Class 27 contains 17142 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 50830 members 
Mstep: Class 30 contains 48621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158016.000000 Penalty: 100613.093750
Iteration 494Q: 31 clusters Score -1.37158e+08 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 8473 members 
Mstep: Class 3 contains 48444 members 
Mstep: Class 4 contains 38628 members 
Mstep: Class 5 contains 53203 members 
Mstep: Class 6 contains 23861 members 
Mstep: Class 7 contains 47652 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47906 members 
Mstep: Class 10 contains 43733 members 
Mstep: Class 11 contains 21677 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49926 members 
Mstep: Class 16 contains 57786 members 
Mstep: Class 17 contains 2882 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26117 members 
Mstep: Class 20 contains 55278 members 
Mstep: Class 21 contains 7032 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 8129 members 
Mstep: Class 27 contains 17064 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 48913 members 
Mstep: Class 30 contains 48531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157328.000000 Penalty: 100613.093750
Iteration 495Q: 31 clusters Score -1.371573e+08 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 49249 members 
Mstep: Class 4 contains 38671 members 
Mstep: Class 5 contains 51972 members 
Mstep: Class 6 contains 23885 members 
Mstep: Class 7 contains 47636 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47918 members 
Mstep: Class 10 contains 43785 members 
Mstep: Class 11 contains 21696 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49934 members 
Mstep: Class 16 contains 58303 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26144 members 
Mstep: Class 20 contains 56906 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 28370 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 8619 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 7758 members 
Mstep: Class 27 contains 16966 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47428 members 
Mstep: Class 30 contains 48861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156336.000000 Penalty: 100613.093750
Iteration 496Q: 31 clusters Score -1.371563e+08 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 8474 members 
Mstep: Class 3 contains 50167 members 
Mstep: Class 4 contains 38631 members 
Mstep: Class 5 contains 49839 members 
Mstep: Class 6 contains 23924 members 
Mstep: Class 7 contains 47609 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47956 members 
Mstep: Class 10 contains 43753 members 
Mstep: Class 11 contains 21708 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49906 members 
Mstep: Class 16 contains 58631 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26185 members 
Mstep: Class 20 contains 57921 members 
Mstep: Class 21 contains 7001 members 
Mstep: Class 22 contains 28368 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 7457 members 
Mstep: Class 27 contains 16918 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 46932 members 
Mstep: Class 30 contains 49479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156144.000000 Penalty: 100613.093750
Iteration 497Q: 31 clusters Score -1.371561e+08 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 51085 members 
Mstep: Class 4 contains 38584 members 
Mstep: Class 5 contains 47600 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 47596 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 47984 members 
Mstep: Class 10 contains 43699 members 
Mstep: Class 11 contains 21709 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49834 members 
Mstep: Class 16 contains 58735 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26196 members 
Mstep: Class 20 contains 57593 members 
Mstep: Class 21 contains 6977 members 
Mstep: Class 22 contains 28374 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 8624 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 7262 members 
Mstep: Class 27 contains 16888 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 47769 members 
Mstep: Class 30 contains 50196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155696.000000 Penalty: 100613.093750
Iteration 498Q: 31 clusters Score -1.371557e+08 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 8485 members 
Mstep: Class 3 contains 51697 members 
Mstep: Class 4 contains 38609 members 
Mstep: Class 5 contains 46667 members 
Mstep: Class 6 contains 23949 members 
Mstep: Class 7 contains 47559 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48033 members 
Mstep: Class 10 contains 43667 members 
Mstep: Class 11 contains 21699 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49786 members 
Mstep: Class 16 contains 58496 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26221 members 
Mstep: Class 20 contains 55687 members 
Mstep: Class 21 contains 6939 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 7086 members 
Mstep: Class 27 contains 16865 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 49413 members 
Mstep: Class 30 contains 50818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155888.000000 Penalty: 100613.093750
Iteration 499Q: 31 clusters Score -1.371559e+08 nChanged 7782
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 8490 members 
Mstep: Class 3 contains 51610 members 
Mstep: Class 4 contains 38709 members 
Mstep: Class 5 contains 47033 members 
Mstep: Class 6 contains 23949 members 
Mstep: Class 7 contains 47594 members 
Mstep: Class 8 contains 318 members 
Mstep: Class 9 contains 48060 members 
Mstep: Class 10 contains 43680 members 
Mstep: Class 11 contains 21700 members 
Mstep: Class 12 contains 1266 members 
Mstep: Class 13 contains 567 members 
Mstep: Class 14 contains 788 members 
Mstep: Class 15 contains 49784 members 
Mstep: Class 16 contains 58101 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 864 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 53687 members 
Mstep: Class 21 contains 6910 members 
Mstep: Class 22 contains 28394 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 8620 members 
Mstep: Class 25 contains 434 members 
Mstep: Class 26 contains 6953 members 
Mstep: Class 27 contains 16840 members 
Mstep: Class 28 contains 220 members 
Mstep: Class 29 contains 51038 members 
Mstep: Class 30 contains 50959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155888.000000 Penalty: 100613.093750
Iteration 500F: 31 clusters Score -1.371559e+08 nChanged 7889
Maximum iterations exceeded
--- Evaluating fit on full set of 2239757 points ---
Entering Unmasked Estep 
Score: -416951904.000000 Penalty: 108786.773438
23->31 Clusters: Score -416951904.000000, best is -417180192.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 32784 members 
Mstep: Class 3 contains 32830 members 
Mstep: Class 4 contains 32558 members 
Mstep: Class 5 contains 32510 members 
Mstep: Class 6 contains 32529 members 
Mstep: Class 7 contains 32310 members 
Mstep: Class 8 contains 32542 members 
Mstep: Class 9 contains 32486 members 
Mstep: Class 10 contains 32395 members 
Mstep: Class 11 contains 32432 members 
Mstep: Class 12 contains 32479 members 
Mstep: Class 13 contains 32497 members 
Mstep: Class 14 contains 32173 members 
Mstep: Class 15 contains 32381 members 
Mstep: Class 16 contains 32681 members 
Mstep: Class 17 contains 32301 members 
Mstep: Class 18 contains 32319 members 
Mstep: Class 19 contains 32171 members 
Mstep: Class 20 contains 32176 members 
Mstep: Class 21 contains 32353 members 
Mstep: Class 22 contains 32700 members 
Mstep: Class 23 contains 32553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1371.352173 but Gain 3353.773438
Score: -130763848.000000 Penalty: 73782.929688
Iteration 0F: 23 clusters Score -1.307638e+08 nChanged 713790
Entering Unmasked Mstep 
Mstep: Class 0 contains 1625 members 
Mstep: Class 1 contains 106847 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 29430 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 168298 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 12147 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 4466 members 
Mstep: Class 10 contains 133175 members 
Mstep: Class 11 contains 6892 members 
Mstep: Class 12 contains 10098 members 
Mstep: Class 13 contains 15935 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 44306 members 
Mstep: Class 17 contains 6115 members 
Mstep: Class 18 contains 84159 members 
Mstep: Class 19 contains 15044 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 31842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 906.523926 but Gain 3353.765625
Score: -135595456.000000 Penalty: 70429.164062
Iteration 1F: 22 clusters Score -1.355955e+08 nChanged 315762
Entering Unmasked Mstep 
Mstep: Class 0 contains 1194 members 
Mstep: Class 1 contains 122789 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 48990 members 
Mstep: Class 5 contains 114898 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 8971 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 80764 members 
Mstep: Class 11 contains 2753 members 
Mstep: Class 12 contains 3789 members 
Mstep: Class 13 contains 31299 members 
Mstep: Class 15 contains 878 members 
Mstep: Class 16 contains 101354 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 139494 members 
Mstep: Class 19 contains 8799 members 
Mstep: Class 20 contains 5193 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 2478 members 
Mstep: Class 23 contains 33981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1679.183716 but Gain 3353.773438
Score: -135990768.000000 Penalty: 67075.390625
Iteration 2F: 21 clusters Score -1.359908e+08 nChanged 268725
Entering Unmasked Mstep 
Mstep: Class 0 contains 747 members 
Mstep: Class 1 contains 84276 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 39811 members 
Mstep: Class 4 contains 74076 members 
Mstep: Class 5 contains 88129 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 8112 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 116531 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 2847 members 
Mstep: Class 13 contains 60509 members 
Mstep: Class 15 contains 1017 members 
Mstep: Class 16 contains 113631 members 
Mstep: Class 17 contains 3659 members 
Mstep: Class 18 contains 74883 members 
Mstep: Class 19 contains 9914 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 22 contains 3134 members 
Mstep: Class 23 contains 48572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1862.896606 but Gain 3353.765625
Score: -136351024.000000 Penalty: 63721.625000
Iteration 3F: 20 clusters Score -1.36351e+08 nChanged 216623
Entering Unmasked Mstep 
Mstep: Class 0 contains 510 members 
Mstep: Class 1 contains 89515 members 
Mstep: Class 3 contains 49146 members 
Mstep: Class 4 contains 107116 members 
Mstep: Class 5 contains 82615 members 
Mstep: Class 6 contains 2241 members 
Mstep: Class 7 contains 6917 members 
Mstep: Class 9 contains 1126 members 
Mstep: Class 10 contains 63837 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 92313 members 
Mstep: Class 15 contains 1513 members 
Mstep: Class 16 contains 76410 members 
Mstep: Class 17 contains 4273 members 
Mstep: Class 18 contains 78288 members 
Mstep: Class 19 contains 10991 members 
Mstep: Class 20 contains 9486 members 
Mstep: Class 22 contains 2624 members 
Mstep: Class 23 contains 60500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2234.893066 but Gain 3353.769531
Score: -136483360.000000 Penalty: 60367.855469
Iteration 4F: 19 clusters Score -1.364834e+08 nChanged 170705
Entering Unmasked Mstep 
Mstep: Class 0 contains 378 members 
Mstep: Class 1 contains 71616 members 
Mstep: Class 3 contains 65840 members 
Mstep: Class 4 contains 105150 members 
Mstep: Class 5 contains 73985 members 
Mstep: Class 6 contains 1878 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 68215 members 
Mstep: Class 11 contains 5495 members 
Mstep: Class 13 contains 86653 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 85571 members 
Mstep: Class 17 contains 4665 members 
Mstep: Class 18 contains 66358 members 
Mstep: Class 19 contains 12210 members 
Mstep: Class 20 contains 11838 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 75309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136587440.000000 Penalty: 60367.855469
Iteration 5F: 19 clusters Score -1.365874e+08 nChanged 126862
Entering Unmasked Mstep 
Mstep: Class 0 contains 273 members 
Mstep: Class 1 contains 73905 members 
Mstep: Class 3 contains 87230 members 
Mstep: Class 4 contains 94554 members 
Mstep: Class 5 contains 71450 members 
Mstep: Class 6 contains 1731 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 9 contains 1361 members 
Mstep: Class 10 contains 71154 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 13 contains 81729 members 
Mstep: Class 15 contains 2042 members 
Mstep: Class 16 contains 84676 members 
Mstep: Class 17 contains 4752 members 
Mstep: Class 18 contains 56137 members 
Mstep: Class 19 contains 13202 members 
Mstep: Class 20 contains 14248 members 
Mstep: Class 22 contains 1989 members 
Mstep: Class 23 contains 74953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136655232.000000 Penalty: 60367.855469
Iteration 6F: 19 clusters Score -1.366552e+08 nChanged 105949
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 70857 members 
Mstep: Class 3 contains 107333 members 
Mstep: Class 4 contains 89217 members 
Mstep: Class 5 contains 68543 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 9 contains 1435 members 
Mstep: Class 10 contains 72335 members 
Mstep: Class 11 contains 5482 members 
Mstep: Class 13 contains 80315 members 
Mstep: Class 15 contains 2090 members 
Mstep: Class 16 contains 84378 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 51048 members 
Mstep: Class 19 contains 14610 members 
Mstep: Class 20 contains 16673 members 
Mstep: Class 22 contains 2004 members 
Mstep: Class 23 contains 68541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136672720.000000 Penalty: 60367.855469
Iteration 7F: 19 clusters Score -1.366727e+08 nChanged 100159
Entering Unmasked Mstep 
Mstep: Class 0 contains 158 members 
Mstep: Class 1 contains 69115 members 
Mstep: Class 3 contains 101984 members 
Mstep: Class 4 contains 92673 members 
Mstep: Class 5 contains 68066 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 9 contains 1557 members 
Mstep: Class 10 contains 75067 members 
Mstep: Class 11 contains 5286 members 
Mstep: Class 13 contains 79617 members 
Mstep: Class 15 contains 2092 members 
Mstep: Class 16 contains 84736 members 
Mstep: Class 17 contains 4477 members 
Mstep: Class 18 contains 50375 members 
Mstep: Class 19 contains 17829 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 22 contains 2087 members 
Mstep: Class 23 contains 65421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136712592.000000 Penalty: 60367.855469
Iteration 8F: 19 clusters Score -1.367126e+08 nChanged 71675
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 3 contains 101590 members 
Mstep: Class 4 contains 90175 members 
Mstep: Class 5 contains 67040 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 5564 members 
Mstep: Class 9 contains 1700 members 
Mstep: Class 10 contains 76283 members 
Mstep: Class 11 contains 4761 members 
Mstep: Class 13 contains 79729 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 83023 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 51666 members 
Mstep: Class 19 contains 20720 members 
Mstep: Class 20 contains 22033 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 64155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136748656.000000 Penalty: 60367.855469
Iteration 9F: 19 clusters Score -1.367487e+08 nChanged 62979
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 3 contains 100690 members 
Mstep: Class 4 contains 89419 members 
Mstep: Class 5 contains 65158 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 75845 members 
Mstep: Class 11 contains 4158 members 
Mstep: Class 13 contains 79377 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 80741 members 
Mstep: Class 17 contains 4031 members 
Mstep: Class 18 contains 53418 members 
Mstep: Class 19 contains 23719 members 
Mstep: Class 20 contains 25860 members 
Mstep: Class 22 contains 2259 members 
Mstep: Class 23 contains 63430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136774944.000000 Penalty: 60367.855469
Iteration 10F: 19 clusters Score -1.367749e+08 nChanged 56312
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 67482 members 
Mstep: Class 3 contains 99379 members 
Mstep: Class 4 contains 88384 members 
Mstep: Class 5 contains 62650 members 
Mstep: Class 6 contains 1331 members 
Mstep: Class 7 contains 5913 members 
Mstep: Class 9 contains 1915 members 
Mstep: Class 10 contains 74906 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 13 contains 79101 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 78143 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 55117 members 
Mstep: Class 19 contains 26723 members 
Mstep: Class 20 contains 30631 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 63047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136800032.000000 Penalty: 60367.855469
Iteration 11F: 19 clusters Score -1.368e+08 nChanged 51251
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 3 contains 97489 members 
Mstep: Class 4 contains 87463 members 
Mstep: Class 5 contains 59465 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 6247 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 73691 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 13 contains 79070 members 
Mstep: Class 15 contains 1859 members 
Mstep: Class 16 contains 75256 members 
Mstep: Class 17 contains 3937 members 
Mstep: Class 18 contains 56397 members 
Mstep: Class 19 contains 30041 members 
Mstep: Class 20 contains 36327 members 
Mstep: Class 22 contains 2339 members 
Mstep: Class 23 contains 62531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136825440.000000 Penalty: 60367.855469
Iteration 12F: 19 clusters Score -1.368254e+08 nChanged 47192
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 3 contains 95419 members 
Mstep: Class 4 contains 86485 members 
Mstep: Class 5 contains 55554 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 6790 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 71876 members 
Mstep: Class 11 contains 2708 members 
Mstep: Class 13 contains 79054 members 
Mstep: Class 15 contains 1798 members 
Mstep: Class 16 contains 71945 members 
Mstep: Class 17 contains 4032 members 
Mstep: Class 18 contains 57608 members 
Mstep: Class 19 contains 33469 members 
Mstep: Class 20 contains 43514 members 
Mstep: Class 22 contains 2308 members 
Mstep: Class 23 contains 61743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136846320.000000 Penalty: 60367.855469
Iteration 13F: 19 clusters Score -1.368463e+08 nChanged 43306
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 3 contains 93051 members 
Mstep: Class 4 contains 85570 members 
Mstep: Class 5 contains 51356 members 
Mstep: Class 6 contains 1190 members 
Mstep: Class 7 contains 7514 members 
Mstep: Class 9 contains 2373 members 
Mstep: Class 10 contains 69338 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 13 contains 79026 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 68453 members 
Mstep: Class 17 contains 4139 members 
Mstep: Class 18 contains 58474 members 
Mstep: Class 19 contains 37046 members 
Mstep: Class 20 contains 51996 members 
Mstep: Class 22 contains 2278 members 
Mstep: Class 23 contains 60724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136864512.000000 Penalty: 60367.855469
Iteration 14F: 19 clusters Score -1.368645e+08 nChanged 40496
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 71060 members 
Mstep: Class 3 contains 90271 members 
Mstep: Class 4 contains 84690 members 
Mstep: Class 5 contains 47181 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 8378 members 
Mstep: Class 9 contains 2468 members 
Mstep: Class 10 contains 66794 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 13 contains 79015 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 64122 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 58861 members 
Mstep: Class 19 contains 40851 members 
Mstep: Class 20 contains 61848 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 59466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3278.433105 but Gain 3353.769531
Score: -136879424.000000 Penalty: 57014.085938
Iteration 15F: 18 clusters Score -1.368794e+08 nChanged 39369
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 72416 members 
Mstep: Class 3 contains 87239 members 
Mstep: Class 4 contains 84063 members 
Mstep: Class 5 contains 44287 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 9320 members 
Mstep: Class 9 contains 2548 members 
Mstep: Class 10 contains 64660 members 
Mstep: Class 13 contains 78940 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 59867 members 
Mstep: Class 17 contains 5396 members 
Mstep: Class 18 contains 58952 members 
Mstep: Class 19 contains 45676 members 
Mstep: Class 20 contains 70125 members 
Mstep: Class 22 contains 2423 members 
Mstep: Class 23 contains 57938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136892624.000000 Penalty: 57014.085938
Iteration 16F: 18 clusters Score -1.368926e+08 nChanged 32814
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 3 contains 84070 members 
Mstep: Class 4 contains 83743 members 
Mstep: Class 5 contains 44058 members 
Mstep: Class 6 contains 1079 members 
Mstep: Class 7 contains 10339 members 
Mstep: Class 9 contains 2594 members 
Mstep: Class 10 contains 62795 members 
Mstep: Class 13 contains 79017 members 
Mstep: Class 15 contains 1516 members 
Mstep: Class 16 contains 56399 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 59243 members 
Mstep: Class 19 contains 49715 members 
Mstep: Class 20 contains 73415 members 
Mstep: Class 22 contains 2282 members 
Mstep: Class 23 contains 56729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136898704.000000 Penalty: 57014.085938
Iteration 17Q: 18 clusters Score -1.368987e+08 nChanged 29354
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 75113 members 
Mstep: Class 3 contains 80831 members 
Mstep: Class 4 contains 82976 members 
Mstep: Class 5 contains 45209 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 11448 members 
Mstep: Class 9 contains 2604 members 
Mstep: Class 10 contains 61264 members 
Mstep: Class 13 contains 79048 members 
Mstep: Class 15 contains 1475 members 
Mstep: Class 16 contains 53890 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 59931 members 
Mstep: Class 19 contains 54507 members 
Mstep: Class 20 contains 73478 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 55643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136905264.000000 Penalty: 57014.085938
Iteration 18Q: 18 clusters Score -1.369053e+08 nChanged 26526
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 3 contains 77618 members 
Mstep: Class 4 contains 82112 members 
Mstep: Class 5 contains 46282 members 
Mstep: Class 6 contains 1018 members 
Mstep: Class 7 contains 12590 members 
Mstep: Class 9 contains 2612 members 
Mstep: Class 10 contains 59947 members 
Mstep: Class 13 contains 79010 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 52130 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 60563 members 
Mstep: Class 19 contains 59856 members 
Mstep: Class 20 contains 72683 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 54581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136911616.000000 Penalty: 57014.085938
Iteration 19Q: 18 clusters Score -1.369116e+08 nChanged 24068
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 76440 members 
Mstep: Class 3 contains 74534 members 
Mstep: Class 4 contains 80948 members 
Mstep: Class 5 contains 46903 members 
Mstep: Class 6 contains 1009 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 9 contains 2625 members 
Mstep: Class 10 contains 58622 members 
Mstep: Class 13 contains 79111 members 
Mstep: Class 15 contains 1396 members 
Mstep: Class 16 contains 50990 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 60817 members 
Mstep: Class 19 contains 65781 members 
Mstep: Class 20 contains 71643 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 53599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136917808.000000 Penalty: 57014.085938
Iteration 20F: 18 clusters Score -1.369178e+08 nChanged 23005
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 76669 members 
Mstep: Class 3 contains 71511 members 
Mstep: Class 4 contains 79555 members 
Mstep: Class 5 contains 47236 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 9 contains 2628 members 
Mstep: Class 10 contains 57355 members 
Mstep: Class 13 contains 79160 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 50065 members 
Mstep: Class 17 contains 6435 members 
Mstep: Class 18 contains 60819 members 
Mstep: Class 19 contains 72272 members 
Mstep: Class 20 contains 70611 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 52682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136923600.000000 Penalty: 57014.085938
Iteration 21Q: 18 clusters Score -1.369236e+08 nChanged 22146
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 76741 members 
Mstep: Class 3 contains 68290 members 
Mstep: Class 4 contains 77934 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 16296 members 
Mstep: Class 9 contains 2631 members 
Mstep: Class 10 contains 55981 members 
Mstep: Class 13 contains 79156 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 49330 members 
Mstep: Class 17 contains 6791 members 
Mstep: Class 18 contains 60495 members 
Mstep: Class 19 contains 79442 members 
Mstep: Class 20 contains 69608 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 51894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136929488.000000 Penalty: 57014.085938
Iteration 22Q: 18 clusters Score -1.369295e+08 nChanged 21679
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 76559 members 
Mstep: Class 3 contains 64555 members 
Mstep: Class 4 contains 76262 members 
Mstep: Class 5 contains 47528 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 17653 members 
Mstep: Class 9 contains 2637 members 
Mstep: Class 10 contains 54822 members 
Mstep: Class 13 contains 79086 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 48830 members 
Mstep: Class 17 contains 7301 members 
Mstep: Class 18 contains 59914 members 
Mstep: Class 19 contains 87035 members 
Mstep: Class 20 contains 68640 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 51231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136937664.000000 Penalty: 57014.085938
Iteration 23Q: 18 clusters Score -1.369377e+08 nChanged 22217
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 76261 members 
Mstep: Class 3 contains 60775 members 
Mstep: Class 4 contains 73768 members 
Mstep: Class 5 contains 47661 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 9 contains 2644 members 
Mstep: Class 10 contains 54135 members 
Mstep: Class 13 contains 78840 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 48307 members 
Mstep: Class 17 contains 7977 members 
Mstep: Class 18 contains 59010 members 
Mstep: Class 19 contains 95510 members 
Mstep: Class 20 contains 67711 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 50456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136941936.000000 Penalty: 57014.085938
Iteration 24Q: 18 clusters Score -1.369419e+08 nChanged 25864
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 75866 members 
Mstep: Class 3 contains 57759 members 
Mstep: Class 4 contains 71778 members 
Mstep: Class 5 contains 47684 members 
Mstep: Class 6 contains 864 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 9 contains 2648 members 
Mstep: Class 10 contains 53758 members 
Mstep: Class 13 contains 78248 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 47815 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 57524 members 
Mstep: Class 19 contains 103431 members 
Mstep: Class 20 contains 66764 members 
Mstep: Class 22 contains 2262 members 
Mstep: Class 23 contains 49382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136936704.000000 Penalty: 57014.085938
Iteration 25Q: 18 clusters Score -1.369367e+08 nChanged 26623
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 75305 members 
Mstep: Class 3 contains 56346 members 
Mstep: Class 4 contains 72258 members 
Mstep: Class 5 contains 47864 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 22119 members 
Mstep: Class 9 contains 2657 members 
Mstep: Class 10 contains 53649 members 
Mstep: Class 13 contains 77281 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 47363 members 
Mstep: Class 17 contains 10119 members 
Mstep: Class 18 contains 56416 members 
Mstep: Class 19 contains 105742 members 
Mstep: Class 20 contains 65995 members 
Mstep: Class 22 contains 2282 members 
Mstep: Class 23 contains 48969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136933696.000000 Penalty: 57014.085938
Iteration 26Q: 18 clusters Score -1.369337e+08 nChanged 20836
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 3 contains 56044 members 
Mstep: Class 4 contains 73177 members 
Mstep: Class 5 contains 48027 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 23872 members 
Mstep: Class 9 contains 2659 members 
Mstep: Class 10 contains 53732 members 
Mstep: Class 13 contains 77000 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 47062 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 55958 members 
Mstep: Class 19 contains 103623 members 
Mstep: Class 20 contains 65247 members 
Mstep: Class 22 contains 2326 members 
Mstep: Class 23 contains 49307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136938688.000000 Penalty: 57014.085938
Iteration 27Q: 18 clusters Score -1.369387e+08 nChanged 16035
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 3 contains 55471 members 
Mstep: Class 4 contains 73491 members 
Mstep: Class 5 contains 48103 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 25690 members 
Mstep: Class 9 contains 2663 members 
Mstep: Class 10 contains 53774 members 
Mstep: Class 13 contains 76935 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 46793 members 
Mstep: Class 17 contains 12271 members 
Mstep: Class 18 contains 55575 members 
Mstep: Class 19 contains 102136 members 
Mstep: Class 20 contains 64486 members 
Mstep: Class 22 contains 2367 members 
Mstep: Class 23 contains 49796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136941728.000000 Penalty: 57014.085938
Iteration 28Q: 18 clusters Score -1.369417e+08 nChanged 14449
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 74595 members 
Mstep: Class 3 contains 54931 members 
Mstep: Class 4 contains 73445 members 
Mstep: Class 5 contains 48116 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 27664 members 
Mstep: Class 9 contains 2666 members 
Mstep: Class 10 contains 53780 members 
Mstep: Class 13 contains 76872 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 46586 members 
Mstep: Class 17 contains 13126 members 
Mstep: Class 18 contains 55273 members 
Mstep: Class 19 contains 101156 members 
Mstep: Class 20 contains 63720 members 
Mstep: Class 22 contains 2412 members 
Mstep: Class 23 contains 50024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136944528.000000 Penalty: 57014.085938
Iteration 29Q: 18 clusters Score -1.369445e+08 nChanged 13846
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 3 contains 54545 members 
Mstep: Class 4 contains 73346 members 
Mstep: Class 5 contains 48081 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 29830 members 
Mstep: Class 9 contains 2668 members 
Mstep: Class 10 contains 53732 members 
Mstep: Class 13 contains 76693 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 46371 members 
Mstep: Class 17 contains 14005 members 
Mstep: Class 18 contains 55113 members 
Mstep: Class 19 contains 100079 members 
Mstep: Class 20 contains 62914 members 
Mstep: Class 22 contains 2451 members 
Mstep: Class 23 contains 50195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136947408.000000 Penalty: 57014.085938
Iteration 30Q: 18 clusters Score -1.369474e+08 nChanged 13798
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 73946 members 
Mstep: Class 3 contains 54092 members 
Mstep: Class 4 contains 73139 members 
Mstep: Class 5 contains 48079 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 32356 members 
Mstep: Class 9 contains 2672 members 
Mstep: Class 10 contains 53605 members 
Mstep: Class 13 contains 76508 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 46203 members 
Mstep: Class 17 contains 14912 members 
Mstep: Class 18 contains 54905 members 
Mstep: Class 19 contains 99086 members 
Mstep: Class 20 contains 62124 members 
Mstep: Class 22 contains 2485 members 
Mstep: Class 23 contains 50254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136950176.000000 Penalty: 57014.085938
Iteration 31Q: 18 clusters Score -1.369502e+08 nChanged 14091
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 3 contains 53730 members 
Mstep: Class 4 contains 72861 members 
Mstep: Class 5 contains 47991 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 35260 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 53403 members 
Mstep: Class 13 contains 76328 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 45944 members 
Mstep: Class 17 contains 15863 members 
Mstep: Class 18 contains 54572 members 
Mstep: Class 19 contains 98142 members 
Mstep: Class 20 contains 61366 members 
Mstep: Class 22 contains 2513 members 
Mstep: Class 23 contains 50177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136953792.000000 Penalty: 57014.085938
Iteration 32Q: 18 clusters Score -1.369538e+08 nChanged 14300
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 72968 members 
Mstep: Class 3 contains 53333 members 
Mstep: Class 4 contains 72574 members 
Mstep: Class 5 contains 47897 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 38482 members 
Mstep: Class 9 contains 2687 members 
Mstep: Class 10 contains 53123 members 
Mstep: Class 13 contains 76027 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 45697 members 
Mstep: Class 17 contains 16843 members 
Mstep: Class 18 contains 54247 members 
Mstep: Class 19 contains 97087 members 
Mstep: Class 20 contains 60683 members 
Mstep: Class 22 contains 2537 members 
Mstep: Class 23 contains 50181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136957120.000000 Penalty: 57014.085938
Iteration 33Q: 18 clusters Score -1.369571e+08 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 3 contains 52994 members 
Mstep: Class 4 contains 72104 members 
Mstep: Class 5 contains 47830 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 42121 members 
Mstep: Class 9 contains 2689 members 
Mstep: Class 10 contains 52902 members 
Mstep: Class 13 contains 75607 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 45365 members 
Mstep: Class 17 contains 17802 members 
Mstep: Class 18 contains 53975 members 
Mstep: Class 19 contains 96094 members 
Mstep: Class 20 contains 59994 members 
Mstep: Class 22 contains 2566 members 
Mstep: Class 23 contains 50056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136961392.000000 Penalty: 57014.085938
Iteration 34Q: 18 clusters Score -1.369614e+08 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 71444 members 
Mstep: Class 3 contains 52497 members 
Mstep: Class 4 contains 71489 members 
Mstep: Class 5 contains 47796 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 46344 members 
Mstep: Class 9 contains 2692 members 
Mstep: Class 10 contains 52641 members 
Mstep: Class 13 contains 75121 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 18793 members 
Mstep: Class 18 contains 53627 members 
Mstep: Class 19 contains 95325 members 
Mstep: Class 20 contains 59205 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 49725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136966320.000000 Penalty: 57014.085938
Iteration 35Q: 18 clusters Score -1.369663e+08 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 70167 members 
Mstep: Class 3 contains 52215 members 
Mstep: Class 4 contains 70686 members 
Mstep: Class 5 contains 47618 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 52057 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 52255 members 
Mstep: Class 13 contains 74519 members 
Mstep: Class 15 contains 1313 members 
Mstep: Class 16 contains 44747 members 
Mstep: Class 17 contains 19863 members 
Mstep: Class 18 contains 53014 members 
Mstep: Class 19 contains 94125 members 
Mstep: Class 20 contains 58454 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 49318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136971168.000000 Penalty: 57014.085938
Iteration 36Q: 18 clusters Score -1.369712e+08 nChanged 20267
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 68322 members 
Mstep: Class 3 contains 51851 members 
Mstep: Class 4 contains 69592 members 
Mstep: Class 5 contains 47315 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 59668 members 
Mstep: Class 9 contains 2696 members 
Mstep: Class 10 contains 51586 members 
Mstep: Class 13 contains 74084 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 44459 members 
Mstep: Class 17 contains 20919 members 
Mstep: Class 18 contains 52036 members 
Mstep: Class 19 contains 92931 members 
Mstep: Class 20 contains 57635 members 
Mstep: Class 22 contains 2662 members 
Mstep: Class 23 contains 48608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136973840.000000 Penalty: 57014.085938
Iteration 37Q: 18 clusters Score -1.369738e+08 nChanged 21327
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 3 contains 51577 members 
Mstep: Class 4 contains 68368 members 
Mstep: Class 5 contains 47105 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 66374 members 
Mstep: Class 9 contains 2697 members 
Mstep: Class 10 contains 50995 members 
Mstep: Class 13 contains 73879 members 
Mstep: Class 15 contains 1315 members 
Mstep: Class 16 contains 44178 members 
Mstep: Class 17 contains 21901 members 
Mstep: Class 18 contains 51153 members 
Mstep: Class 19 contains 91894 members 
Mstep: Class 20 contains 56897 members 
Mstep: Class 22 contains 2693 members 
Mstep: Class 23 contains 48011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136973552.000000 Penalty: 57014.085938
Iteration 38Q: 18 clusters Score -1.369736e+08 nChanged 19083
Entering ConstructFrom: 
Score: -136973552.000000 Penalty: 57014.085938
Entering ConstructFrom: 
Trying to split cluster 1 (65993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Entering Unmasked Estep 
Score: -12548071.000000 Penalty: 2752.131592
	Iteration 0F: 2 clusters Score -1.254807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -12522681.000000 Penalty: 5504.263184
	Iteration 0F: 3 clusters Score -1.252268e+07 nChanged 30808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -12540222.000000 Penalty: 5504.263184
	Iteration 1F: 3 clusters Score -1.254022e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -12541403.000000 Penalty: 5504.263184
	Iteration 2Q: 3 clusters Score -1.25414e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -12542764.000000 Penalty: 5504.263184
	Iteration 3F: 3 clusters Score -1.254276e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -12544457.000000 Penalty: 5504.263184
	Iteration 4F: 3 clusters Score -1.254446e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -12546284.000000 Penalty: 5504.263184
	Iteration 5F: 3 clusters Score -1.254628e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -12548164.000000 Penalty: 5504.263184
	Iteration 6F: 3 clusters Score -1.254816e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -12549099.000000 Penalty: 5504.263184
	Iteration 7F: 3 clusters Score -1.25491e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 51185 members 
Entering Unmasked Estep 
Score: -12549869.000000 Penalty: 5504.263184
	Iteration 8F: 3 clusters Score -1.254987e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -12550345.000000 Penalty: 5504.263184
	Iteration 9Q: 3 clusters Score -1.255034e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -12550544.000000 Penalty: 5504.263184
	Iteration 10Q: 3 clusters Score -1.255054e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -12550442.000000 Penalty: 5504.263184
	Iteration 11Q: 3 clusters Score -1.255044e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -12550303.000000 Penalty: 5504.263184
	Iteration 12Q: 3 clusters Score -1.25503e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -12550043.000000 Penalty: 5504.263184
	Iteration 13Q: 3 clusters Score -1.255004e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -12549742.000000 Penalty: 5504.263184
	Iteration 14Q: 3 clusters Score -1.254974e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 57307 members 
Entering Unmasked Estep 
Score: -12549504.000000 Penalty: 5504.263184
	Iteration 15Q: 3 clusters Score -1.25495e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -12549350.000000 Penalty: 5504.263184
	Iteration 16Q: 3 clusters Score -1.254935e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -12549067.000000 Penalty: 5504.263184
	Iteration 17Q: 3 clusters Score -1.254907e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -12548857.000000 Penalty: 5504.263184
	Iteration 18Q: 3 clusters Score -1.254886e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 58604 members 
Entering Unmasked Estep 
Score: -12548643.000000 Penalty: 5504.263184
	Iteration 19Q: 3 clusters Score -1.254864e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 58853 members 
Entering Unmasked Estep 
Score: -12548437.000000 Penalty: 5504.263184
	Iteration 20F: 3 clusters Score -1.254844e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -12548314.000000 Penalty: 5504.263184
	Iteration 21Q: 3 clusters Score -1.254831e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -12548174.000000 Penalty: 5504.263184
	Iteration 22Q: 3 clusters Score -1.254817e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 59454 members 
Entering Unmasked Estep 
Score: -12548088.000000 Penalty: 5504.263184
	Iteration 23Q: 3 clusters Score -1.254809e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -12547951.000000 Penalty: 5504.263184
	Iteration 24Q: 3 clusters Score -1.254795e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -12547884.000000 Penalty: 5504.263184
	Iteration 25Q: 3 clusters Score -1.254788e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -12547797.000000 Penalty: 5504.263184
	Iteration 26Q: 3 clusters Score -1.25478e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -12547734.000000 Penalty: 5504.263184
	Iteration 27Q: 3 clusters Score -1.254773e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -12547666.000000 Penalty: 5504.263184
	Iteration 28Q: 3 clusters Score -1.254767e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -12547615.000000 Penalty: 5504.263184
	Iteration 29Q: 3 clusters Score -1.254762e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -12547544.000000 Penalty: 5504.263184
	Iteration 30Q: 3 clusters Score -1.254754e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 60358 members 
Entering Unmasked Estep 
Score: -12547520.000000 Penalty: 5504.263184
	Iteration 31Q: 3 clusters Score -1.254752e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -12547480.000000 Penalty: 5504.263184
	Iteration 32Q: 3 clusters Score -1.254748e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 60520 members 
Entering Unmasked Estep 
Score: -12547427.000000 Penalty: 5504.263184
	Iteration 33Q: 3 clusters Score -1.254743e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 60579 members 
Entering Unmasked Estep 
Score: -12547396.000000 Penalty: 5504.263184
	Iteration 34Q: 3 clusters Score -1.25474e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -12547361.000000 Penalty: 5504.263184
	Iteration 35Q: 3 clusters Score -1.254736e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 60697 members 
Entering Unmasked Estep 
Score: -12547367.000000 Penalty: 5504.263184
	Iteration 36Q: 3 clusters Score -1.254737e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -12547282.000000 Penalty: 5504.263184
	Iteration 37Q: 3 clusters Score -1.254728e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -12547267.000000 Penalty: 5504.263184
	Iteration 38Q: 3 clusters Score -1.254727e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 60867 members 
Entering Unmasked Estep 
Score: -12547256.000000 Penalty: 5504.263184
	Iteration 39Q: 3 clusters Score -1.254726e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -12547289.000000 Penalty: 5504.263184
	Iteration 40F: 3 clusters Score -1.254729e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -12547237.000000 Penalty: 5504.263184
	Iteration 41Q: 3 clusters Score -1.254724e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -12547214.000000 Penalty: 5504.263184
	Iteration 42Q: 3 clusters Score -1.254721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -12547191.000000 Penalty: 5504.263184
	Iteration 43Q: 3 clusters Score -1.254719e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 61060 members 
Entering Unmasked Estep 
Score: -12547214.000000 Penalty: 5504.263184
	Iteration 44Q: 3 clusters Score -1.254721e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -12547192.000000 Penalty: 5504.263184
	Iteration 45Q: 3 clusters Score -1.254719e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -12547154.000000 Penalty: 5504.263184
	Iteration 46Q: 3 clusters Score -1.254715e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 61187 members 
Entering Unmasked Estep 
Score: -12547165.000000 Penalty: 5504.263184
	Iteration 47Q: 3 clusters Score -1.254716e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -12547144.000000 Penalty: 5504.263184
	Iteration 48Q: 3 clusters Score -1.254714e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 61285 members 
Entering Unmasked Estep 
Score: -12547126.000000 Penalty: 5504.263184
	Iteration 49Q: 3 clusters Score -1.254713e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -12547142.000000 Penalty: 5504.263184
	Iteration 50Q: 3 clusters Score -1.254714e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -12547137.000000 Penalty: 5504.263184
	Iteration 51Q: 3 clusters Score -1.254714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 61427 members 
Entering Unmasked Estep 
Score: -12547109.000000 Penalty: 5504.263184
	Iteration 52Q: 3 clusters Score -1.254711e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 61478 members 
Entering Unmasked Estep 
Score: -12547096.000000 Penalty: 5504.263184
	Iteration 53Q: 3 clusters Score -1.25471e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 61538 members 
Entering Unmasked Estep 
Score: -12547081.000000 Penalty: 5504.263184
	Iteration 54Q: 3 clusters Score -1.254708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -12547068.000000 Penalty: 5504.263184
	Iteration 55Q: 3 clusters Score -1.254707e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 61618 members 
Entering Unmasked Estep 
Score: -12547017.000000 Penalty: 5504.263184
	Iteration 56Q: 3 clusters Score -1.254702e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 61661 members 
Entering Unmasked Estep 
Score: -12546990.000000 Penalty: 5504.263184
	Iteration 57Q: 3 clusters Score -1.254699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 61708 members 
Entering Unmasked Estep 
Score: -12546981.000000 Penalty: 5504.263184
	Iteration 58Q: 3 clusters Score -1.254698e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -12546990.000000 Penalty: 5504.263184
	Iteration 59Q: 3 clusters Score -1.254699e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -12546977.000000 Penalty: 5504.263184
	Iteration 60F: 3 clusters Score -1.254698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 61797 members 
Entering Unmasked Estep 
Score: -12546957.000000 Penalty: 5504.263184
	Iteration 61Q: 3 clusters Score -1.254696e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 61832 members 
Entering Unmasked Estep 
Score: -12546938.000000 Penalty: 5504.263184
	Iteration 62Q: 3 clusters Score -1.254694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -12546918.000000 Penalty: 5504.263184
	Iteration 63Q: 3 clusters Score -1.254692e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 61911 members 
Entering Unmasked Estep 
Score: -12546941.000000 Penalty: 5504.263184
	Iteration 64Q: 3 clusters Score -1.254694e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 61945 members 
Entering Unmasked Estep 
Score: -12546951.000000 Penalty: 5504.263184
	Iteration 65Q: 3 clusters Score -1.254695e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -12546931.000000 Penalty: 5504.263184
	Iteration 66Q: 3 clusters Score -1.254693e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -12546915.000000 Penalty: 5504.263184
	Iteration 67Q: 3 clusters Score -1.254692e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -12546912.000000 Penalty: 5504.263184
	Iteration 68Q: 3 clusters Score -1.254691e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -12546893.000000 Penalty: 5504.263184
	Iteration 69Q: 3 clusters Score -1.254689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 62067 members 
Entering Unmasked Estep 
Score: -12546877.000000 Penalty: 5504.263184
	Iteration 70Q: 3 clusters Score -1.254688e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -12546869.000000 Penalty: 5504.263184
	Iteration 71Q: 3 clusters Score -1.254687e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 62117 members 
Entering Unmasked Estep 
Score: -12546868.000000 Penalty: 5504.263184
	Iteration 72Q: 3 clusters Score -1.254687e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 62147 members 
Entering Unmasked Estep 
Score: -12546827.000000 Penalty: 5504.263184
	Iteration 73Q: 3 clusters Score -1.254683e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 62178 members 
Entering Unmasked Estep 
Score: -12546822.000000 Penalty: 5504.263184
	Iteration 74Q: 3 clusters Score -1.254682e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -12546818.000000 Penalty: 5504.263184
	Iteration 75Q: 3 clusters Score -1.254682e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -12546827.000000 Penalty: 5504.263184
	Iteration 76Q: 3 clusters Score -1.254683e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 62248 members 
Entering Unmasked Estep 
Score: -12546827.000000 Penalty: 5504.263184
	Iteration 77Q: 3 clusters Score -1.254683e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -12546814.000000 Penalty: 5504.263184
	Iteration 78Q: 3 clusters Score -1.254681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -12546812.000000 Penalty: 5504.263184
	Iteration 79Q: 3 clusters Score -1.254681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -12546817.000000 Penalty: 5504.263184
	Iteration 80F: 3 clusters Score -1.254682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -12546836.000000 Penalty: 5504.263184
	Iteration 81Q: 3 clusters Score -1.254684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 62313 members 
Entering Unmasked Estep 
Score: -12546840.000000 Penalty: 5504.263184
	Iteration 82Q: 3 clusters Score -1.254684e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 62330 members 
Entering Unmasked Estep 
Score: -12546840.000000 Penalty: 5504.263184
	Iteration 83Q: 3 clusters Score -1.254684e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -12546847.000000 Penalty: 5504.263184
	Iteration 84Q: 3 clusters Score -1.254685e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -12546854.000000 Penalty: 5504.263184
	Iteration 85Q: 3 clusters Score -1.254685e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 62398 members 
Entering Unmasked Estep 
Score: -12546839.000000 Penalty: 5504.263184
	Iteration 86Q: 3 clusters Score -1.254684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -12546804.000000 Penalty: 5504.263184
	Iteration 87Q: 3 clusters Score -1.25468e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -12546793.000000 Penalty: 5504.263184
	Iteration 88Q: 3 clusters Score -1.254679e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 62469 members 
Entering Unmasked Estep 
Score: -12546801.000000 Penalty: 5504.263184
	Iteration 89Q: 3 clusters Score -1.25468e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 62492 members 
Entering Unmasked Estep 
Score: -12546797.000000 Penalty: 5504.263184
	Iteration 90Q: 3 clusters Score -1.25468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 62513 members 
Entering Unmasked Estep 
Score: -12546801.000000 Penalty: 5504.263184
	Iteration 91Q: 3 clusters Score -1.25468e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 62528 members 
Entering Unmasked Estep 
Score: -12546825.000000 Penalty: 5504.263184
	Iteration 92Q: 3 clusters Score -1.254682e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -12546837.000000 Penalty: 5504.263184
	Iteration 93Q: 3 clusters Score -1.254684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -12546847.000000 Penalty: 5504.263184
	Iteration 94Q: 3 clusters Score -1.254685e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -12546824.000000 Penalty: 5504.263184
	Iteration 95Q: 3 clusters Score -1.254682e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -12546820.000000 Penalty: 5504.263184
	Iteration 96Q: 3 clusters Score -1.254682e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 62607 members 
Entering Unmasked Estep 
Score: -12546817.000000 Penalty: 5504.263184
	Iteration 97Q: 3 clusters Score -1.254682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 62627 members 
Entering Unmasked Estep 
Score: -12546819.000000 Penalty: 5504.263184
	Iteration 98Q: 3 clusters Score -1.254682e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -12546806.000000 Penalty: 5504.263184
	Iteration 99Q: 3 clusters Score -1.254681e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 62650 members 
Entering Unmasked Estep 
Score: -12546811.000000 Penalty: 5504.263184
	Iteration 100F: 3 clusters Score -1.254681e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -12546803.000000 Penalty: 5504.263184
	Iteration 101Q: 3 clusters Score -1.25468e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -12546784.000000 Penalty: 5504.263184
	Iteration 102Q: 3 clusters Score -1.254678e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -12546804.000000 Penalty: 5504.263184
	Iteration 103Q: 3 clusters Score -1.25468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -12546811.000000 Penalty: 5504.263184
	Iteration 104Q: 3 clusters Score -1.254681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -12546808.000000 Penalty: 5504.263184
	Iteration 105Q: 3 clusters Score -1.254681e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -12546805.000000 Penalty: 5504.263184
	Iteration 106Q: 3 clusters Score -1.25468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 62760 members 
Entering Unmasked Estep 
Score: -12546797.000000 Penalty: 5504.263184
	Iteration 107Q: 3 clusters Score -1.25468e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -12546768.000000 Penalty: 5504.263184
	Iteration 108Q: 3 clusters Score -1.254677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 62806 members 
Entering Unmasked Estep 
Score: -12546767.000000 Penalty: 5504.263184
	Iteration 109Q: 3 clusters Score -1.254677e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 62822 members 
Entering Unmasked Estep 
Score: -12546752.000000 Penalty: 5504.263184
	Iteration 110Q: 3 clusters Score -1.254675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -12546727.000000 Penalty: 5504.263184
	Iteration 111Q: 3 clusters Score -1.254673e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 62856 members 
Entering Unmasked Estep 
Score: -12546735.000000 Penalty: 5504.263184
	Iteration 112Q: 3 clusters Score -1.254674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 62871 members 
Entering Unmasked Estep 
Score: -12546734.000000 Penalty: 5504.263184
	Iteration 113Q: 3 clusters Score -1.254673e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -12546740.000000 Penalty: 5504.263184
	Iteration 114Q: 3 clusters Score -1.254674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 62894 members 
Entering Unmasked Estep 
Score: -12546714.000000 Penalty: 5504.263184
	Iteration 115Q: 3 clusters Score -1.254671e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -12546723.000000 Penalty: 5504.263184
	Iteration 116Q: 3 clusters Score -1.254672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 62922 members 
Entering Unmasked Estep 
Score: -12546743.000000 Penalty: 5504.263184
	Iteration 117Q: 3 clusters Score -1.254674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -12546714.000000 Penalty: 5504.263184
	Iteration 118Q: 3 clusters Score -1.254671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -12546711.000000 Penalty: 5504.263184
	Iteration 119Q: 3 clusters Score -1.254671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 62947 members 
Entering Unmasked Estep 
Score: -12546708.000000 Penalty: 5504.263184
	Iteration 120F: 3 clusters Score -1.254671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -12546690.000000 Penalty: 5504.263184
	Iteration 121Q: 3 clusters Score -1.254669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -12546694.000000 Penalty: 5504.263184
	Iteration 122Q: 3 clusters Score -1.254669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 62970 members 
Entering Unmasked Estep 
Score: -12546688.000000 Penalty: 5504.263184
	Iteration 123Q: 3 clusters Score -1.254669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 62978 members 
Entering Unmasked Estep 
Score: -12546687.000000 Penalty: 5504.263184
	Iteration 124Q: 3 clusters Score -1.254669e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 62984 members 
Entering Unmasked Estep 
Score: -12546697.000000 Penalty: 5504.263184
	Iteration 125Q: 3 clusters Score -1.25467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -12546687.000000 Penalty: 5504.263184
	Iteration 126Q: 3 clusters Score -1.254669e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 63008 members 
Entering Unmasked Estep 
Score: -12546683.000000 Penalty: 5504.263184
	Iteration 127Q: 3 clusters Score -1.254668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 63020 members 
Entering Unmasked Estep 
Score: -12546674.000000 Penalty: 5504.263184
	Iteration 128Q: 3 clusters Score -1.254667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 63033 members 
Entering Unmasked Estep 
Score: -12546663.000000 Penalty: 5504.263184
	Iteration 129Q: 3 clusters Score -1.254666e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 63051 members 
Entering Unmasked Estep 
Score: -12546684.000000 Penalty: 5504.263184
	Iteration 130Q: 3 clusters Score -1.254668e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -12546679.000000 Penalty: 5504.263184
	Iteration 131Q: 3 clusters Score -1.254668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -12546683.000000 Penalty: 5504.263184
	Iteration 132Q: 3 clusters Score -1.254668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -12546677.000000 Penalty: 5504.263184
	Iteration 133Q: 3 clusters Score -1.254668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 63110 members 
Entering Unmasked Estep 
Score: -12546676.000000 Penalty: 5504.263184
	Iteration 134Q: 3 clusters Score -1.254668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 63124 members 
Entering Unmasked Estep 
Score: -12546684.000000 Penalty: 5504.263184
	Iteration 135Q: 3 clusters Score -1.254668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 63133 members 
Entering Unmasked Estep 
Score: -12546685.000000 Penalty: 5504.263184
	Iteration 136Q: 3 clusters Score -1.254668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 63137 members 
Entering Unmasked Estep 
Score: -12546686.000000 Penalty: 5504.263184
	Iteration 137Q: 3 clusters Score -1.254669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -12546680.000000 Penalty: 5504.263184
	Iteration 138Q: 3 clusters Score -1.254668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 63154 members 
Entering Unmasked Estep 
Score: -12546673.000000 Penalty: 5504.263184
	Iteration 139Q: 3 clusters Score -1.254667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 63166 members 
Entering Unmasked Estep 
Score: -12546664.000000 Penalty: 5504.263184
	Iteration 140F: 3 clusters Score -1.254666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -12546664.000000 Penalty: 5504.263184
	Iteration 141Q: 3 clusters Score -1.254666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 63188 members 
Entering Unmasked Estep 
Score: -12546671.000000 Penalty: 5504.263184
	Iteration 142Q: 3 clusters Score -1.254667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 63197 members 
Entering Unmasked Estep 
Score: -12546671.000000 Penalty: 5504.263184
	Iteration 143Q: 3 clusters Score -1.254667e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -12546660.000000 Penalty: 5504.263184
	Iteration 144Q: 3 clusters Score -1.254666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -12546662.000000 Penalty: 5504.263184
	Iteration 145Q: 3 clusters Score -1.254666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -12546655.000000 Penalty: 5504.263184
	Iteration 146Q: 3 clusters Score -1.254666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -12546652.000000 Penalty: 5504.263184
	Iteration 147Q: 3 clusters Score -1.254665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -12546664.000000 Penalty: 5504.263184
	Iteration 148Q: 3 clusters Score -1.254666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 63247 members 
Entering Unmasked Estep 
Score: -12546676.000000 Penalty: 5504.263184
	Iteration 149Q: 3 clusters Score -1.254668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 63257 members 
Entering Unmasked Estep 
Score: -12546657.000000 Penalty: 5504.263184
	Iteration 150Q: 3 clusters Score -1.254666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -12546648.000000 Penalty: 5504.263184
	Iteration 151Q: 3 clusters Score -1.254665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -12546661.000000 Penalty: 5504.263184
	Iteration 152Q: 3 clusters Score -1.254666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 63271 members 
Entering Unmasked Estep 
Score: -12546662.000000 Penalty: 5504.263184
	Iteration 153Q: 3 clusters Score -1.254666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -12546659.000000 Penalty: 5504.263184
	Iteration 154Q: 3 clusters Score -1.254666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 63281 members 
Entering Unmasked Estep 
Score: -12546653.000000 Penalty: 5504.263184
	Iteration 155Q: 3 clusters Score -1.254665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 63289 members 
Entering Unmasked Estep 
Score: -12546646.000000 Penalty: 5504.263184
	Iteration 156Q: 3 clusters Score -1.254665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -12546636.000000 Penalty: 5504.263184
	Iteration 157Q: 3 clusters Score -1.254664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -12546636.000000 Penalty: 5504.263184
	Iteration 158Q: 3 clusters Score -1.254664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 63309 members 
Entering Unmasked Estep 
Score: -12546636.000000 Penalty: 5504.263184
	Iteration 159Q: 3 clusters Score -1.254664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 63317 members 
Entering Unmasked Estep 
Score: -12546650.000000 Penalty: 5504.263184
	Iteration 160F: 3 clusters Score -1.254665e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 63326 members 
Entering Unmasked Estep 
Score: -12546655.000000 Penalty: 5504.263184
	Iteration 161Q: 3 clusters Score -1.254666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -12546649.000000 Penalty: 5504.263184
	Iteration 162Q: 3 clusters Score -1.254665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 63331 members 
Entering Unmasked Estep 
Score: -12546645.000000 Penalty: 5504.263184
	Iteration 163Q: 3 clusters Score -1.254664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 63333 members 
Entering Unmasked Estep 
Score: -12546650.000000 Penalty: 5504.263184
	Iteration 164Q: 3 clusters Score -1.254665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 63335 members 
Entering Unmasked Estep 
Score: -12546644.000000 Penalty: 5504.263184
	Iteration 165Q: 3 clusters Score -1.254664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 63338 members 
Entering Unmasked Estep 
Score: -12546651.000000 Penalty: 5504.263184
	Iteration 166Q: 3 clusters Score -1.254665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -12546632.000000 Penalty: 5504.263184
	Iteration 167Q: 3 clusters Score -1.254663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 63343 members 
Entering Unmasked Estep 
Score: -12546631.000000 Penalty: 5504.263184
	Iteration 168Q: 3 clusters Score -1.254663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 63344 members 
Entering Unmasked Estep 
Score: -12546630.000000 Penalty: 5504.263184
	Iteration 169Q: 3 clusters Score -1.254663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -12546641.000000 Penalty: 5504.263184
	Iteration 170Q: 3 clusters Score -1.254664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -12546639.000000 Penalty: 5504.263184
	Iteration 171Q: 3 clusters Score -1.254664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -12546637.000000 Penalty: 5504.263184
	Iteration 172Q: 3 clusters Score -1.254664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -12546627.000000 Penalty: 5504.263184
	Iteration 173Q: 3 clusters Score -1.254663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -12546628.000000 Penalty: 5504.263184
	Iteration 174Q: 3 clusters Score -1.254663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -12546623.000000 Penalty: 5504.263184
	Iteration 175Q: 3 clusters Score -1.254662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -12546623.000000 Penalty: 5504.263184
	Iteration 176Q: 3 clusters Score -1.254662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -12546623.000000 Penalty: 5504.263184
	Iteration 177Q: 3 clusters Score -1.254662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -12546623.000000 Penalty: 5504.263184
	Iteration 178F: 3 clusters Score -1.254662e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Entering Unmasked Estep 
Score: -9658813.000000 Penalty: 2691.985107
	Iteration 0F: 2 clusters Score -9658813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9628001.000000 Penalty: 5383.970215
	Iteration 0F: 3 clusters Score -9628001 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -9641295.000000 Penalty: 5383.970215
	Iteration 1F: 3 clusters Score -9641295 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -9641963.000000 Penalty: 5383.970215
	Iteration 2Q: 3 clusters Score -9641963 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -9642784.000000 Penalty: 5383.970215
	Iteration 3Q: 3 clusters Score -9642784 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -9643959.000000 Penalty: 5383.970215
	Iteration 4Q: 3 clusters Score -9643959 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -9645788.000000 Penalty: 5383.970215
	Iteration 5F: 3 clusters Score -9645788 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -9648672.000000 Penalty: 5383.970215
	Iteration 6F: 3 clusters Score -9648672 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -9652311.000000 Penalty: 5383.970215
	Iteration 7F: 3 clusters Score -9652311 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -9655764.000000 Penalty: 5383.970215
	Iteration 8F: 3 clusters Score -9655764 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -9658088.000000 Penalty: 5383.970215
	Iteration 9Q: 3 clusters Score -9658088 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -9659093.000000 Penalty: 5383.970215
	Iteration 10Q: 3 clusters Score -9659093 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -9659512.000000 Penalty: 5383.970215
	Iteration 11Q: 3 clusters Score -9659512 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9659666.000000 Penalty: 5383.970215
	Iteration 12Q: 3 clusters Score -9659666 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -9659698.000000 Penalty: 5383.970215
	Iteration 13Q: 3 clusters Score -9659698 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -9659638.000000 Penalty: 5383.970215
	Iteration 14Q: 3 clusters Score -9659638 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9659495.000000 Penalty: 5383.970215
	Iteration 15Q: 3 clusters Score -9659495 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9659286.000000 Penalty: 5383.970215
	Iteration 16Q: 3 clusters Score -9659286 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9659068.000000 Penalty: 5383.970215
	Iteration 17Q: 3 clusters Score -9659068 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -9658847.000000 Penalty: 5383.970215
	Iteration 18Q: 3 clusters Score -9658847 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9658621.000000 Penalty: 5383.970215
	Iteration 19Q: 3 clusters Score -9658621 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9658440.000000 Penalty: 5383.970215
	Iteration 20F: 3 clusters Score -9658440 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9658278.000000 Penalty: 5383.970215
	Iteration 21Q: 3 clusters Score -9658278 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9658123.000000 Penalty: 5383.970215
	Iteration 22Q: 3 clusters Score -9658123 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50625 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9657941.000000 Penalty: 5383.970215
	Iteration 23Q: 3 clusters Score -9657941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9657777.000000 Penalty: 5383.970215
	Iteration 24Q: 3 clusters Score -9657777 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9657689.000000 Penalty: 5383.970215
	Iteration 25Q: 3 clusters Score -9657689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9657597.000000 Penalty: 5383.970215
	Iteration 26Q: 3 clusters Score -9657597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9657539.000000 Penalty: 5383.970215
	Iteration 27Q: 3 clusters Score -9657539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9657516.000000 Penalty: 5383.970215
	Iteration 28Q: 3 clusters Score -9657516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -9657473.000000 Penalty: 5383.970215
	Iteration 29Q: 3 clusters Score -9657473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9657470.000000 Penalty: 5383.970215
	Iteration 30Q: 3 clusters Score -9657470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9657460.000000 Penalty: 5383.970215
	Iteration 31Q: 3 clusters Score -9657460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9657455.000000 Penalty: 5383.970215
	Iteration 32Q: 3 clusters Score -9657455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9657437.000000 Penalty: 5383.970215
	Iteration 33Q: 3 clusters Score -9657437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9657421.000000 Penalty: 5383.970215
	Iteration 34Q: 3 clusters Score -9657421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9657420.000000 Penalty: 5383.970215
	Iteration 35Q: 3 clusters Score -9657420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9657407.000000 Penalty: 5383.970215
	Iteration 36Q: 3 clusters Score -9657407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9657404.000000 Penalty: 5383.970215
	Iteration 37Q: 3 clusters Score -9657404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9657387.000000 Penalty: 5383.970215
	Iteration 38Q: 3 clusters Score -9657387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9657388.000000 Penalty: 5383.970215
	Iteration 39Q: 3 clusters Score -9657388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51171 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9657388.000000 Penalty: 5383.970215
	Iteration 40F: 3 clusters Score -9657388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (67328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67328 members 
Entering Unmasked Estep 
Score: -12548022.000000 Penalty: 2757.098145
	Iteration 0F: 2 clusters Score -1.254802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -12516041.000000 Penalty: 5514.196289
	Iteration 0F: 3 clusters Score -1.251604e+07 nChanged 31545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -12534038.000000 Penalty: 5514.196289
	Iteration 1F: 3 clusters Score -1.253404e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -12534746.000000 Penalty: 5514.196289
	Iteration 2Q: 3 clusters Score -1.253475e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -12535757.000000 Penalty: 5514.196289
	Iteration 3Q: 3 clusters Score -1.253576e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -12537113.000000 Penalty: 5514.196289
	Iteration 4Q: 3 clusters Score -1.253711e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -12539363.000000 Penalty: 5514.196289
	Iteration 5F: 3 clusters Score -1.253936e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -12542282.000000 Penalty: 5514.196289
	Iteration 6F: 3 clusters Score -1.254228e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47043 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -12545652.000000 Penalty: 5514.196289
	Iteration 7F: 3 clusters Score -1.254565e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -12548112.000000 Penalty: 5514.196289
	Iteration 8F: 3 clusters Score -1.254811e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54045 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -12549815.000000 Penalty: 5514.196289
	Iteration 9F: 3 clusters Score -1.254982e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -12550449.000000 Penalty: 5514.196289
	Iteration 10Q: 3 clusters Score -1.255045e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -12550676.000000 Penalty: 5514.196289
	Iteration 11Q: 3 clusters Score -1.255068e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57245 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -12550717.000000 Penalty: 5514.196289
	Iteration 12Q: 3 clusters Score -1.255072e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -12550627.000000 Penalty: 5514.196289
	Iteration 13Q: 3 clusters Score -1.255063e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -12550557.000000 Penalty: 5514.196289
	Iteration 14Q: 3 clusters Score -1.255056e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -12550479.000000 Penalty: 5514.196289
	Iteration 15Q: 3 clusters Score -1.255048e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -12550443.000000 Penalty: 5514.196289
	Iteration 16Q: 3 clusters Score -1.255044e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59415 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -12550330.000000 Penalty: 5514.196289
	Iteration 17Q: 3 clusters Score -1.255033e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -12550280.000000 Penalty: 5514.196289
	Iteration 18Q: 3 clusters Score -1.255028e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -12550205.000000 Penalty: 5514.196289
	Iteration 19Q: 3 clusters Score -1.25502e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60251 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -12550166.000000 Penalty: 5514.196289
	Iteration 20F: 3 clusters Score -1.255017e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -12550179.000000 Penalty: 5514.196289
	Iteration 21Q: 3 clusters Score -1.255018e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -12550120.000000 Penalty: 5514.196289
	Iteration 22Q: 3 clusters Score -1.255012e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60914 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -12550018.000000 Penalty: 5514.196289
	Iteration 23Q: 3 clusters Score -1.255002e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61095 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -12549961.000000 Penalty: 5514.196289
	Iteration 24Q: 3 clusters Score -1.254996e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61243 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -12549902.000000 Penalty: 5514.196289
	Iteration 25Q: 3 clusters Score -1.25499e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -12549853.000000 Penalty: 5514.196289
	Iteration 26Q: 3 clusters Score -1.254985e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -12549808.000000 Penalty: 5514.196289
	Iteration 27Q: 3 clusters Score -1.254981e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61582 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -12549738.000000 Penalty: 5514.196289
	Iteration 28Q: 3 clusters Score -1.254974e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61687 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -12549712.000000 Penalty: 5514.196289
	Iteration 29Q: 3 clusters Score -1.254971e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61774 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -12549654.000000 Penalty: 5514.196289
	Iteration 30Q: 3 clusters Score -1.254965e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -12549622.000000 Penalty: 5514.196289
	Iteration 31Q: 3 clusters Score -1.254962e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61918 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -12549556.000000 Penalty: 5514.196289
	Iteration 32Q: 3 clusters Score -1.254956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -12549538.000000 Penalty: 5514.196289
	Iteration 33Q: 3 clusters Score -1.254954e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62004 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -12549502.000000 Penalty: 5514.196289
	Iteration 34Q: 3 clusters Score -1.25495e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -12549475.000000 Penalty: 5514.196289
	Iteration 35Q: 3 clusters Score -1.254948e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62088 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -12549452.000000 Penalty: 5514.196289
	Iteration 36Q: 3 clusters Score -1.254945e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62128 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -12549481.000000 Penalty: 5514.196289
	Iteration 37Q: 3 clusters Score -1.254948e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62169 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -12549488.000000 Penalty: 5514.196289
	Iteration 38Q: 3 clusters Score -1.254949e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -12549480.000000 Penalty: 5514.196289
	Iteration 39Q: 3 clusters Score -1.254948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -12549467.000000 Penalty: 5514.196289
	Iteration 40F: 3 clusters Score -1.254947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -12549457.000000 Penalty: 5514.196289
	Iteration 41Q: 3 clusters Score -1.254946e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -12549467.000000 Penalty: 5514.196289
	Iteration 42Q: 3 clusters Score -1.254947e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -12549457.000000 Penalty: 5514.196289
	Iteration 43Q: 3 clusters Score -1.254946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -12549442.000000 Penalty: 5514.196289
	Iteration 44Q: 3 clusters Score -1.254944e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -12549432.000000 Penalty: 5514.196289
	Iteration 45Q: 3 clusters Score -1.254943e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -12549434.000000 Penalty: 5514.196289
	Iteration 46Q: 3 clusters Score -1.254943e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -12549428.000000 Penalty: 5514.196289
	Iteration 47Q: 3 clusters Score -1.254943e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -12549421.000000 Penalty: 5514.196289
	Iteration 48Q: 3 clusters Score -1.254942e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -12549378.000000 Penalty: 5514.196289
	Iteration 49Q: 3 clusters Score -1.254938e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -12549381.000000 Penalty: 5514.196289
	Iteration 50Q: 3 clusters Score -1.254938e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62431 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -12549388.000000 Penalty: 5514.196289
	Iteration 51Q: 3 clusters Score -1.254939e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62448 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -12549378.000000 Penalty: 5514.196289
	Iteration 52Q: 3 clusters Score -1.254938e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -12549373.000000 Penalty: 5514.196289
	Iteration 53Q: 3 clusters Score -1.254937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -12549360.000000 Penalty: 5514.196289
	Iteration 54Q: 3 clusters Score -1.254936e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -12549362.000000 Penalty: 5514.196289
	Iteration 55Q: 3 clusters Score -1.254936e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -12549348.000000 Penalty: 5514.196289
	Iteration 56Q: 3 clusters Score -1.254935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -12549345.000000 Penalty: 5514.196289
	Iteration 57Q: 3 clusters Score -1.254934e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62497 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -12549349.000000 Penalty: 5514.196289
	Iteration 58Q: 3 clusters Score -1.254935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62505 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -12549342.000000 Penalty: 5514.196289
	Iteration 59Q: 3 clusters Score -1.254934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62513 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -12549334.000000 Penalty: 5514.196289
	Iteration 60F: 3 clusters Score -1.254933e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62521 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -12549330.000000 Penalty: 5514.196289
	Iteration 61Q: 3 clusters Score -1.254933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -12549335.000000 Penalty: 5514.196289
	Iteration 62Q: 3 clusters Score -1.254934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62529 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -12549330.000000 Penalty: 5514.196289
	Iteration 63Q: 3 clusters Score -1.254933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -12549340.000000 Penalty: 5514.196289
	Iteration 64Q: 3 clusters Score -1.254934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -12549348.000000 Penalty: 5514.196289
	Iteration 65Q: 3 clusters Score -1.254935e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62537 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -12549341.000000 Penalty: 5514.196289
	Iteration 66Q: 3 clusters Score -1.254934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -12549349.000000 Penalty: 5514.196289
	Iteration 67Q: 3 clusters Score -1.254935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -12549338.000000 Penalty: 5514.196289
	Iteration 68Q: 3 clusters Score -1.254934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -12549337.000000 Penalty: 5514.196289
	Iteration 69Q: 3 clusters Score -1.254934e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -12549337.000000 Penalty: 5514.196289
	Iteration 70Q: 3 clusters Score -1.254934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -12549337.000000 Penalty: 5514.196289
	Iteration 71F: 3 clusters Score -1.254934e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 4781 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 62547 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 68785 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 13 contains 73970 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136971536.000000 Penalty: 60367.855469
Splitting cluster 4 changes total score from -136973552.000000 to -136971536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (47287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Entering Unmasked Estep 
Score: -8847931.000000 Penalty: 2669.469727
	Iteration 0F: 2 clusters Score -8847931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8818620.000000 Penalty: 5338.939453
	Iteration 0F: 3 clusters Score -8818620 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -8830845.000000 Penalty: 5338.939453
	Iteration 1F: 3 clusters Score -8830845 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -8831764.000000 Penalty: 5338.939453
	Iteration 2Q: 3 clusters Score -8831764 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -8833066.000000 Penalty: 5338.939453
	Iteration 3F: 3 clusters Score -8833066 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -8834992.000000 Penalty: 5338.939453
	Iteration 4F: 3 clusters Score -8834992 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -8837815.000000 Penalty: 5338.939453
	Iteration 5F: 3 clusters Score -8837815 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -8841246.000000 Penalty: 5338.939453
	Iteration 6F: 3 clusters Score -8841246 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -8844183.000000 Penalty: 5338.939453
	Iteration 7F: 3 clusters Score -8844183 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -8845792.000000 Penalty: 5338.939453
	Iteration 8F: 3 clusters Score -8845792 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -8846320.000000 Penalty: 5338.939453
	Iteration 9Q: 3 clusters Score -8846320 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8846544.000000 Penalty: 5338.939453
	Iteration 10Q: 3 clusters Score -8846544 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8846625.000000 Penalty: 5338.939453
	Iteration 11Q: 3 clusters Score -8846625 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 35620 members 
Entering Unmasked Estep 
Score: -8846740.000000 Penalty: 5338.939453
	Iteration 12Q: 3 clusters Score -8846740 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -8846785.000000 Penalty: 5338.939453
	Iteration 13Q: 3 clusters Score -8846785 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8846862.000000 Penalty: 5338.939453
	Iteration 14Q: 3 clusters Score -8846862 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -8846905.000000 Penalty: 5338.939453
	Iteration 15Q: 3 clusters Score -8846905 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8846947.000000 Penalty: 5338.939453
	Iteration 16Q: 3 clusters Score -8846947 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -8846970.000000 Penalty: 5338.939453
	Iteration 17Q: 3 clusters Score -8846970 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -8847012.000000 Penalty: 5338.939453
	Iteration 18Q: 3 clusters Score -8847012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -8847062.000000 Penalty: 5338.939453
	Iteration 19Q: 3 clusters Score -8847062 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -8847099.000000 Penalty: 5338.939453
	Iteration 20F: 3 clusters Score -8847099 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -8847115.000000 Penalty: 5338.939453
	Iteration 21Q: 3 clusters Score -8847115 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -8847135.000000 Penalty: 5338.939453
	Iteration 22Q: 3 clusters Score -8847135 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -8847144.000000 Penalty: 5338.939453
	Iteration 23Q: 3 clusters Score -8847144 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -8847161.000000 Penalty: 5338.939453
	Iteration 24Q: 3 clusters Score -8847161 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -8847182.000000 Penalty: 5338.939453
	Iteration 25Q: 3 clusters Score -8847182 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -8847172.000000 Penalty: 5338.939453
	Iteration 26Q: 3 clusters Score -8847172 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8847186.000000 Penalty: 5338.939453
	Iteration 27Q: 3 clusters Score -8847186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -8847168.000000 Penalty: 5338.939453
	Iteration 28Q: 3 clusters Score -8847168 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8847160.000000 Penalty: 5338.939453
	Iteration 29Q: 3 clusters Score -8847160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -8847181.000000 Penalty: 5338.939453
	Iteration 30Q: 3 clusters Score -8847181 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -8847186.000000 Penalty: 5338.939453
	Iteration 31Q: 3 clusters Score -8847186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -8847180.000000 Penalty: 5338.939453
	Iteration 32Q: 3 clusters Score -8847180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -8847174.000000 Penalty: 5338.939453
	Iteration 33Q: 3 clusters Score -8847174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -8847197.000000 Penalty: 5338.939453
	Iteration 34Q: 3 clusters Score -8847197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -8847203.000000 Penalty: 5338.939453
	Iteration 35Q: 3 clusters Score -8847203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -8847190.000000 Penalty: 5338.939453
	Iteration 36Q: 3 clusters Score -8847190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -8847196.000000 Penalty: 5338.939453
	Iteration 37Q: 3 clusters Score -8847196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -8847198.000000 Penalty: 5338.939453
	Iteration 38Q: 3 clusters Score -8847198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -8847202.000000 Penalty: 5338.939453
	Iteration 39Q: 3 clusters Score -8847202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -8847214.000000 Penalty: 5338.939453
	Iteration 40F: 3 clusters Score -8847214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -8847219.000000 Penalty: 5338.939453
	Iteration 41Q: 3 clusters Score -8847219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -8847216.000000 Penalty: 5338.939453
	Iteration 42Q: 3 clusters Score -8847216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8847220.000000 Penalty: 5338.939453
	Iteration 43Q: 3 clusters Score -8847220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -8847220.000000 Penalty: 5338.939453
	Iteration 44F: 3 clusters Score -8847220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -85869.015625 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -85869.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -84599.078125 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -84599.08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -85739.789062 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -85739.79 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -87051.125000 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -87051.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -88324.382812 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -88324.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -89062.882812 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -89062.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -89393.328125 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -89393.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -89494.875000 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -89494.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -89529.054688 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -89529.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -89536.914062 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -89536.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -89539.585938 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -89539.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89545.195312 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -89545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -89545.195312 Penalty: 3353.165527
	Iteration 11F: 3 clusters Score -89545.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 576 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 287 members 
Mstep: Class 7 contains 68785 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 13 contains 73970 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136972480.000000 Penalty: 60367.855469
Splitting cluster 6 changes total score from -136973552.000000 to -136972480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (68785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68785 members 
Entering Unmasked Estep 
Score: -12752306.000000 Penalty: 2762.407715
	Iteration 0F: 2 clusters Score -1.275231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -12721927.000000 Penalty: 5524.815430
	Iteration 0F: 3 clusters Score -1.272193e+07 nChanged 32037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -12740440.000000 Penalty: 5524.815430
	Iteration 1F: 3 clusters Score -1.274044e+07 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -12742248.000000 Penalty: 5524.815430
	Iteration 2Q: 3 clusters Score -1.274225e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -12744539.000000 Penalty: 5524.815430
	Iteration 3F: 3 clusters Score -1.274454e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 39700 members 
Entering Unmasked Estep 
Score: -12747525.000000 Penalty: 5524.815430
	Iteration 4F: 3 clusters Score -1.274752e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 42776 members 
Entering Unmasked Estep 
Score: -12750643.000000 Penalty: 5524.815430
	Iteration 5F: 3 clusters Score -1.275064e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -12753415.000000 Penalty: 5524.815430
	Iteration 6F: 3 clusters Score -1.275342e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -12755048.000000 Penalty: 5524.815430
	Iteration 7F: 3 clusters Score -1.275505e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -12755758.000000 Penalty: 5524.815430
	Iteration 8Q: 3 clusters Score -1.275576e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -12756180.000000 Penalty: 5524.815430
	Iteration 9Q: 3 clusters Score -1.275618e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -12756401.000000 Penalty: 5524.815430
	Iteration 10Q: 3 clusters Score -1.27564e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -12756533.000000 Penalty: 5524.815430
	Iteration 11Q: 3 clusters Score -1.275653e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 54713 members 
Entering Unmasked Estep 
Score: -12756499.000000 Penalty: 5524.815430
	Iteration 12Q: 3 clusters Score -1.27565e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -12756526.000000 Penalty: 5524.815430
	Iteration 13Q: 3 clusters Score -1.275653e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 54910 members 
Entering Unmasked Estep 
Score: -12756551.000000 Penalty: 5524.815430
	Iteration 14Q: 3 clusters Score -1.275655e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -12756521.000000 Penalty: 5524.815430
	Iteration 15Q: 3 clusters Score -1.275652e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -12756555.000000 Penalty: 5524.815430
	Iteration 16Q: 3 clusters Score -1.275656e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 54939 members 
Entering Unmasked Estep 
Score: -12756527.000000 Penalty: 5524.815430
	Iteration 17Q: 3 clusters Score -1.275653e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -12756483.000000 Penalty: 5524.815430
	Iteration 18Q: 3 clusters Score -1.275648e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -12756466.000000 Penalty: 5524.815430
	Iteration 19Q: 3 clusters Score -1.275647e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -12756491.000000 Penalty: 5524.815430
	Iteration 20F: 3 clusters Score -1.275649e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 54711 members 
Entering Unmasked Estep 
Score: -12756460.000000 Penalty: 5524.815430
	Iteration 21Q: 3 clusters Score -1.275646e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -12756464.000000 Penalty: 5524.815430
	Iteration 22Q: 3 clusters Score -1.275646e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -12756444.000000 Penalty: 5524.815430
	Iteration 23Q: 3 clusters Score -1.275644e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -12756447.000000 Penalty: 5524.815430
	Iteration 24Q: 3 clusters Score -1.275645e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -12756444.000000 Penalty: 5524.815430
	Iteration 25Q: 3 clusters Score -1.275644e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12756463.000000 Penalty: 5524.815430
	Iteration 26Q: 3 clusters Score -1.275646e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -12756489.000000 Penalty: 5524.815430
	Iteration 27Q: 3 clusters Score -1.275649e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 54226 members 
Entering Unmasked Estep 
Score: -12756494.000000 Penalty: 5524.815430
	Iteration 28Q: 3 clusters Score -1.275649e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 54133 members 
Entering Unmasked Estep 
Score: -12756488.000000 Penalty: 5524.815430
	Iteration 29Q: 3 clusters Score -1.275649e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 54045 members 
Entering Unmasked Estep 
Score: -12756481.000000 Penalty: 5524.815430
	Iteration 30Q: 3 clusters Score -1.275648e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 53958 members 
Entering Unmasked Estep 
Score: -12756504.000000 Penalty: 5524.815430
	Iteration 31Q: 3 clusters Score -1.27565e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -12756508.000000 Penalty: 5524.815430
	Iteration 32Q: 3 clusters Score -1.275651e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -12756534.000000 Penalty: 5524.815430
	Iteration 33Q: 3 clusters Score -1.275653e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -12756578.000000 Penalty: 5524.815430
	Iteration 34Q: 3 clusters Score -1.275658e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -12756621.000000 Penalty: 5524.815430
	Iteration 35Q: 3 clusters Score -1.275662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 53598 members 
Entering Unmasked Estep 
Score: -12756643.000000 Penalty: 5524.815430
	Iteration 36Q: 3 clusters Score -1.275664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 53519 members 
Entering Unmasked Estep 
Score: -12756674.000000 Penalty: 5524.815430
	Iteration 37Q: 3 clusters Score -1.275667e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -12756714.000000 Penalty: 5524.815430
	Iteration 38Q: 3 clusters Score -1.275671e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -12756725.000000 Penalty: 5524.815430
	Iteration 39Q: 3 clusters Score -1.275672e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -12756715.000000 Penalty: 5524.815430
	Iteration 40F: 3 clusters Score -1.275672e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -12756736.000000 Penalty: 5524.815430
	Iteration 41Q: 3 clusters Score -1.275674e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -12756749.000000 Penalty: 5524.815430
	Iteration 42Q: 3 clusters Score -1.275675e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 52973 members 
Entering Unmasked Estep 
Score: -12756797.000000 Penalty: 5524.815430
	Iteration 43Q: 3 clusters Score -1.27568e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 52878 members 
Entering Unmasked Estep 
Score: -12756846.000000 Penalty: 5524.815430
	Iteration 44Q: 3 clusters Score -1.275685e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -12756858.000000 Penalty: 5524.815430
	Iteration 45Q: 3 clusters Score -1.275686e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 52722 members 
Entering Unmasked Estep 
Score: -12756857.000000 Penalty: 5524.815430
	Iteration 46Q: 3 clusters Score -1.275686e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -12756865.000000 Penalty: 5524.815430
	Iteration 47Q: 3 clusters Score -1.275686e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -12756893.000000 Penalty: 5524.815430
	Iteration 48Q: 3 clusters Score -1.275689e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -12756895.000000 Penalty: 5524.815430
	Iteration 49Q: 3 clusters Score -1.27569e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -12756919.000000 Penalty: 5524.815430
	Iteration 50Q: 3 clusters Score -1.275692e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -12756907.000000 Penalty: 5524.815430
	Iteration 51Q: 3 clusters Score -1.275691e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -12756960.000000 Penalty: 5524.815430
	Iteration 52Q: 3 clusters Score -1.275696e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -12756962.000000 Penalty: 5524.815430
	Iteration 53Q: 3 clusters Score -1.275696e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 52091 members 
Entering Unmasked Estep 
Score: -12757021.000000 Penalty: 5524.815430
	Iteration 54Q: 3 clusters Score -1.275702e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -12757036.000000 Penalty: 5524.815430
	Iteration 55Q: 3 clusters Score -1.275704e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -12757012.000000 Penalty: 5524.815430
	Iteration 56Q: 3 clusters Score -1.275701e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -12756996.000000 Penalty: 5524.815430
	Iteration 57Q: 3 clusters Score -1.2757e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 51775 members 
Entering Unmasked Estep 
Score: -12757006.000000 Penalty: 5524.815430
	Iteration 58Q: 3 clusters Score -1.275701e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -12757026.000000 Penalty: 5524.815430
	Iteration 59Q: 3 clusters Score -1.275703e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -12757004.000000 Penalty: 5524.815430
	Iteration 60F: 3 clusters Score -1.2757e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -12757057.000000 Penalty: 5524.815430
	Iteration 61Q: 3 clusters Score -1.275706e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -12757064.000000 Penalty: 5524.815430
	Iteration 62Q: 3 clusters Score -1.275706e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -12757067.000000 Penalty: 5524.815430
	Iteration 63Q: 3 clusters Score -1.275707e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -12757104.000000 Penalty: 5524.815430
	Iteration 64Q: 3 clusters Score -1.27571e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -12757118.000000 Penalty: 5524.815430
	Iteration 65Q: 3 clusters Score -1.275712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -12757153.000000 Penalty: 5524.815430
	Iteration 66Q: 3 clusters Score -1.275715e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -12757182.000000 Penalty: 5524.815430
	Iteration 67Q: 3 clusters Score -1.275718e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -12757183.000000 Penalty: 5524.815430
	Iteration 68Q: 3 clusters Score -1.275718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 50913 members 
Entering Unmasked Estep 
Score: -12757189.000000 Penalty: 5524.815430
	Iteration 69Q: 3 clusters Score -1.275719e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -12757189.000000 Penalty: 5524.815430
	Iteration 70Q: 3 clusters Score -1.275719e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -12757202.000000 Penalty: 5524.815430
	Iteration 71Q: 3 clusters Score -1.27572e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -12757229.000000 Penalty: 5524.815430
	Iteration 72Q: 3 clusters Score -1.275723e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -12757250.000000 Penalty: 5524.815430
	Iteration 73Q: 3 clusters Score -1.275725e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -12757266.000000 Penalty: 5524.815430
	Iteration 74Q: 3 clusters Score -1.275727e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -12757304.000000 Penalty: 5524.815430
	Iteration 75Q: 3 clusters Score -1.27573e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 50597 members 
Entering Unmasked Estep 
Score: -12757328.000000 Penalty: 5524.815430
	Iteration 76Q: 3 clusters Score -1.275733e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -12757311.000000 Penalty: 5524.815430
	Iteration 77Q: 3 clusters Score -1.275731e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -12757299.000000 Penalty: 5524.815430
	Iteration 78Q: 3 clusters Score -1.27573e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 50470 members 
Entering Unmasked Estep 
Score: -12757321.000000 Penalty: 5524.815430
	Iteration 79Q: 3 clusters Score -1.275732e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 50424 members 
Entering Unmasked Estep 
Score: -12757316.000000 Penalty: 5524.815430
	Iteration 80F: 3 clusters Score -1.275732e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 50386 members 
Entering Unmasked Estep 
Score: -12757322.000000 Penalty: 5524.815430
	Iteration 81Q: 3 clusters Score -1.275732e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -12757324.000000 Penalty: 5524.815430
	Iteration 82Q: 3 clusters Score -1.275732e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -12757294.000000 Penalty: 5524.815430
	Iteration 83Q: 3 clusters Score -1.275729e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -12757335.000000 Penalty: 5524.815430
	Iteration 84Q: 3 clusters Score -1.275734e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -12757339.000000 Penalty: 5524.815430
	Iteration 85Q: 3 clusters Score -1.275734e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -12757351.000000 Penalty: 5524.815430
	Iteration 86Q: 3 clusters Score -1.275735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -12757350.000000 Penalty: 5524.815430
	Iteration 87Q: 3 clusters Score -1.275735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -12757355.000000 Penalty: 5524.815430
	Iteration 88Q: 3 clusters Score -1.275736e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 50115 members 
Entering Unmasked Estep 
Score: -12757372.000000 Penalty: 5524.815430
	Iteration 89Q: 3 clusters Score -1.275737e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -12757366.000000 Penalty: 5524.815430
	Iteration 90Q: 3 clusters Score -1.275737e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -12757343.000000 Penalty: 5524.815430
	Iteration 91Q: 3 clusters Score -1.275734e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -12757344.000000 Penalty: 5524.815430
	Iteration 92Q: 3 clusters Score -1.275734e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -12757330.000000 Penalty: 5524.815430
	Iteration 93Q: 3 clusters Score -1.275733e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -12757346.000000 Penalty: 5524.815430
	Iteration 94Q: 3 clusters Score -1.275735e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -12757321.000000 Penalty: 5524.815430
	Iteration 95Q: 3 clusters Score -1.275732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -12757313.000000 Penalty: 5524.815430
	Iteration 96Q: 3 clusters Score -1.275731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -12757306.000000 Penalty: 5524.815430
	Iteration 97Q: 3 clusters Score -1.275731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -12757312.000000 Penalty: 5524.815430
	Iteration 98Q: 3 clusters Score -1.275731e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -12757296.000000 Penalty: 5524.815430
	Iteration 99Q: 3 clusters Score -1.27573e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -12757288.000000 Penalty: 5524.815430
	Iteration 100F: 3 clusters Score -1.275729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -12757290.000000 Penalty: 5524.815430
	Iteration 101Q: 3 clusters Score -1.275729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -12757292.000000 Penalty: 5524.815430
	Iteration 102Q: 3 clusters Score -1.275729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -12757292.000000 Penalty: 5524.815430
	Iteration 103Q: 3 clusters Score -1.275729e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -12757288.000000 Penalty: 5524.815430
	Iteration 104Q: 3 clusters Score -1.275729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -12757287.000000 Penalty: 5524.815430
	Iteration 105Q: 3 clusters Score -1.275729e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -12757290.000000 Penalty: 5524.815430
	Iteration 106Q: 3 clusters Score -1.275729e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -12757279.000000 Penalty: 5524.815430
	Iteration 107Q: 3 clusters Score -1.275728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 49741 members 
Entering Unmasked Estep 
Score: -12757265.000000 Penalty: 5524.815430
	Iteration 108Q: 3 clusters Score -1.275726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -12757256.000000 Penalty: 5524.815430
	Iteration 109Q: 3 clusters Score -1.275726e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -12757271.000000 Penalty: 5524.815430
	Iteration 110Q: 3 clusters Score -1.275727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -12757268.000000 Penalty: 5524.815430
	Iteration 111Q: 3 clusters Score -1.275727e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -12757259.000000 Penalty: 5524.815430
	Iteration 112Q: 3 clusters Score -1.275726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -12757264.000000 Penalty: 5524.815430
	Iteration 113Q: 3 clusters Score -1.275726e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -12757309.000000 Penalty: 5524.815430
	Iteration 114Q: 3 clusters Score -1.275731e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -12757293.000000 Penalty: 5524.815430
	Iteration 115Q: 3 clusters Score -1.275729e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -12757297.000000 Penalty: 5524.815430
	Iteration 116Q: 3 clusters Score -1.27573e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -12757287.000000 Penalty: 5524.815430
	Iteration 117Q: 3 clusters Score -1.275729e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -12757297.000000 Penalty: 5524.815430
	Iteration 118Q: 3 clusters Score -1.27573e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -12757316.000000 Penalty: 5524.815430
	Iteration 119Q: 3 clusters Score -1.275732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -12757327.000000 Penalty: 5524.815430
	Iteration 120F: 3 clusters Score -1.275733e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -12757328.000000 Penalty: 5524.815430
	Iteration 121Q: 3 clusters Score -1.275733e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -12757310.000000 Penalty: 5524.815430
	Iteration 122Q: 3 clusters Score -1.275731e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -12757351.000000 Penalty: 5524.815430
	Iteration 123Q: 3 clusters Score -1.275735e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -12757338.000000 Penalty: 5524.815430
	Iteration 124Q: 3 clusters Score -1.275734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -12757338.000000 Penalty: 5524.815430
	Iteration 125Q: 3 clusters Score -1.275734e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -12757352.000000 Penalty: 5524.815430
	Iteration 126Q: 3 clusters Score -1.275735e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -12757324.000000 Penalty: 5524.815430
	Iteration 127Q: 3 clusters Score -1.275732e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -12757338.000000 Penalty: 5524.815430
	Iteration 128Q: 3 clusters Score -1.275734e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 48887 members 
Entering Unmasked Estep 
Score: -12757347.000000 Penalty: 5524.815430
	Iteration 129Q: 3 clusters Score -1.275735e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -12757345.000000 Penalty: 5524.815430
	Iteration 130Q: 3 clusters Score -1.275734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -12757364.000000 Penalty: 5524.815430
	Iteration 131Q: 3 clusters Score -1.275736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -12757368.000000 Penalty: 5524.815430
	Iteration 132Q: 3 clusters Score -1.275737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 48743 members 
Entering Unmasked Estep 
Score: -12757378.000000 Penalty: 5524.815430
	Iteration 133Q: 3 clusters Score -1.275738e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -12757381.000000 Penalty: 5524.815430
	Iteration 134Q: 3 clusters Score -1.275738e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -12757358.000000 Penalty: 5524.815430
	Iteration 135Q: 3 clusters Score -1.275736e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -12757354.000000 Penalty: 5524.815430
	Iteration 136Q: 3 clusters Score -1.275735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -12757364.000000 Penalty: 5524.815430
	Iteration 137Q: 3 clusters Score -1.275736e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -12757377.000000 Penalty: 5524.815430
	Iteration 138Q: 3 clusters Score -1.275738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -12757382.000000 Penalty: 5524.815430
	Iteration 139Q: 3 clusters Score -1.275738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -12757382.000000 Penalty: 5524.815430
	Iteration 140F: 3 clusters Score -1.275738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -12757393.000000 Penalty: 5524.815430
	Iteration 141Q: 3 clusters Score -1.275739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 48648 members 
Entering Unmasked Estep 
Score: -12757408.000000 Penalty: 5524.815430
	Iteration 142Q: 3 clusters Score -1.275741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -12757410.000000 Penalty: 5524.815430
	Iteration 143Q: 3 clusters Score -1.275741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -12757393.000000 Penalty: 5524.815430
	Iteration 144Q: 3 clusters Score -1.275739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -12757387.000000 Penalty: 5524.815430
	Iteration 145Q: 3 clusters Score -1.275739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -12757390.000000 Penalty: 5524.815430
	Iteration 146Q: 3 clusters Score -1.275739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -12757393.000000 Penalty: 5524.815430
	Iteration 147Q: 3 clusters Score -1.275739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -12757384.000000 Penalty: 5524.815430
	Iteration 148Q: 3 clusters Score -1.275738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 48625 members 
Entering Unmasked Estep 
Score: -12757380.000000 Penalty: 5524.815430
	Iteration 149Q: 3 clusters Score -1.275738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -12757377.000000 Penalty: 5524.815430
	Iteration 150Q: 3 clusters Score -1.275738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -12757377.000000 Penalty: 5524.815430
	Iteration 151Q: 3 clusters Score -1.275738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -12757377.000000 Penalty: 5524.815430
	Iteration 152F: 3 clusters Score -1.275738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 9 contains 2700 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 13 contains 73970 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136975552.000000 Penalty: 60367.855469
Splitting cluster 7 changes total score from -136973552.000000 to -136975552.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -464551.875000 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -464551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -461686.468750 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -461686.5 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -463221.375000 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -463221.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -464606.937500 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -464606.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -465746.531250 Penalty: 3918.899658
	Iteration 3F: 3 clusters Score -465746.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -466700.468750 Penalty: 3918.899658
	Iteration 4F: 3 clusters Score -466700.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -467472.656250 Penalty: 3918.899658
	Iteration 5F: 3 clusters Score -467472.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -467794.687500 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -467794.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -468101.000000 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -468101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -468271.718750 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -468271.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -468316.437500 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -468316.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -468388.250000 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -468388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -468415.031250 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -468415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -468464.312500 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -468464.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -468590.718750 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -468590.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -468731.843750 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -468731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -468753.906250 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -468753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -468756.812500 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -468756.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -468758.125000 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -468758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -468758.125000 Penalty: 3918.899658
	Iteration 18F: 3 clusters Score -468758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 13 contains 73970 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136978560.000000 Penalty: 63721.625000
Splitting cluster 9 changes total score from -136973552.000000 to -136978560.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 10 (50812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Entering Unmasked Estep 
Score: -9421909.000000 Penalty: 2687.300293
	Iteration 0F: 2 clusters Score -9421909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -9390738.000000 Penalty: 5374.600586
	Iteration 0F: 3 clusters Score -9390738 nChanged 23401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9403746.000000 Penalty: 5374.600586
	Iteration 1F: 3 clusters Score -9403746 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -9404367.000000 Penalty: 5374.600586
	Iteration 2Q: 3 clusters Score -9404367 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -9405002.000000 Penalty: 5374.600586
	Iteration 3Q: 3 clusters Score -9405002 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -9405732.000000 Penalty: 5374.600586
	Iteration 4Q: 3 clusters Score -9405732 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9406803.000000 Penalty: 5374.600586
	Iteration 5Q: 3 clusters Score -9406803 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -9408067.000000 Penalty: 5374.600586
	Iteration 6Q: 3 clusters Score -9408067 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -9409676.000000 Penalty: 5374.600586
	Iteration 7F: 3 clusters Score -9409676 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -9411512.000000 Penalty: 5374.600586
	Iteration 8F: 3 clusters Score -9411512 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9413469.000000 Penalty: 5374.600586
	Iteration 9F: 3 clusters Score -9413469 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -9415179.000000 Penalty: 5374.600586
	Iteration 10F: 3 clusters Score -9415179 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -9416355.000000 Penalty: 5374.600586
	Iteration 11Q: 3 clusters Score -9416355 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -9416956.000000 Penalty: 5374.600586
	Iteration 12Q: 3 clusters Score -9416956 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -9417263.000000 Penalty: 5374.600586
	Iteration 13Q: 3 clusters Score -9417263 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
Score: -9417424.000000 Penalty: 5374.600586
	Iteration 14Q: 3 clusters Score -9417424 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -9417561.000000 Penalty: 5374.600586
	Iteration 15Q: 3 clusters Score -9417561 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -9417670.000000 Penalty: 5374.600586
	Iteration 16Q: 3 clusters Score -9417670 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -9417764.000000 Penalty: 5374.600586
	Iteration 17Q: 3 clusters Score -9417764 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9417826.000000 Penalty: 5374.600586
	Iteration 18Q: 3 clusters Score -9417826 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -9417881.000000 Penalty: 5374.600586
	Iteration 19Q: 3 clusters Score -9417881 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -9417949.000000 Penalty: 5374.600586
	Iteration 20F: 3 clusters Score -9417949 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -9418016.000000 Penalty: 5374.600586
	Iteration 21Q: 3 clusters Score -9418016 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -9418050.000000 Penalty: 5374.600586
	Iteration 22Q: 3 clusters Score -9418050 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -9418116.000000 Penalty: 5374.600586
	Iteration 23Q: 3 clusters Score -9418116 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -9418131.000000 Penalty: 5374.600586
	Iteration 24Q: 3 clusters Score -9418131 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -9418135.000000 Penalty: 5374.600586
	Iteration 25Q: 3 clusters Score -9418135 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -9418166.000000 Penalty: 5374.600586
	Iteration 26Q: 3 clusters Score -9418166 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -9418172.000000 Penalty: 5374.600586
	Iteration 27Q: 3 clusters Score -9418172 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -9418215.000000 Penalty: 5374.600586
	Iteration 28Q: 3 clusters Score -9418215 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -9418227.000000 Penalty: 5374.600586
	Iteration 29Q: 3 clusters Score -9418227 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9418242.000000 Penalty: 5374.600586
	Iteration 30Q: 3 clusters Score -9418242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -9418247.000000 Penalty: 5374.600586
	Iteration 31Q: 3 clusters Score -9418247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -9418273.000000 Penalty: 5374.600586
	Iteration 32Q: 3 clusters Score -9418273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 26329 members 
Entering Unmasked Estep 
Score: -9418275.000000 Penalty: 5374.600586
	Iteration 33Q: 3 clusters Score -9418275 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -9418286.000000 Penalty: 5374.600586
	Iteration 34Q: 3 clusters Score -9418286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -9418272.000000 Penalty: 5374.600586
	Iteration 35Q: 3 clusters Score -9418272 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -9418275.000000 Penalty: 5374.600586
	Iteration 36Q: 3 clusters Score -9418275 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9418294.000000 Penalty: 5374.600586
	Iteration 37Q: 3 clusters Score -9418294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9418307.000000 Penalty: 5374.600586
	Iteration 38Q: 3 clusters Score -9418307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9418292.000000 Penalty: 5374.600586
	Iteration 39Q: 3 clusters Score -9418292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -9418293.000000 Penalty: 5374.600586
	Iteration 40F: 3 clusters Score -9418293 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -9418296.000000 Penalty: 5374.600586
	Iteration 41Q: 3 clusters Score -9418296 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -9418323.000000 Penalty: 5374.600586
	Iteration 42Q: 3 clusters Score -9418323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -9418330.000000 Penalty: 5374.600586
	Iteration 43Q: 3 clusters Score -9418330 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -9418311.000000 Penalty: 5374.600586
	Iteration 44Q: 3 clusters Score -9418311 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9418302.000000 Penalty: 5374.600586
	Iteration 45Q: 3 clusters Score -9418302 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -9418303.000000 Penalty: 5374.600586
	Iteration 46Q: 3 clusters Score -9418303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -9418302.000000 Penalty: 5374.600586
	Iteration 47Q: 3 clusters Score -9418302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -9418314.000000 Penalty: 5374.600586
	Iteration 48Q: 3 clusters Score -9418314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -9418333.000000 Penalty: 5374.600586
	Iteration 49Q: 3 clusters Score -9418333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -9418340.000000 Penalty: 5374.600586
	Iteration 50Q: 3 clusters Score -9418340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -9418333.000000 Penalty: 5374.600586
	Iteration 51Q: 3 clusters Score -9418333 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -9418329.000000 Penalty: 5374.600586
	Iteration 52Q: 3 clusters Score -9418329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -9418324.000000 Penalty: 5374.600586
	Iteration 53Q: 3 clusters Score -9418324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -9418313.000000 Penalty: 5374.600586
	Iteration 54Q: 3 clusters Score -9418313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9418306.000000 Penalty: 5374.600586
	Iteration 55Q: 3 clusters Score -9418306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -9418314.000000 Penalty: 5374.600586
	Iteration 56Q: 3 clusters Score -9418314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -9418329.000000 Penalty: 5374.600586
	Iteration 57Q: 3 clusters Score -9418329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -9418324.000000 Penalty: 5374.600586
	Iteration 58Q: 3 clusters Score -9418324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -9418332.000000 Penalty: 5374.600586
	Iteration 59Q: 3 clusters Score -9418332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -9418336.000000 Penalty: 5374.600586
	Iteration 60F: 3 clusters Score -9418336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -9418335.000000 Penalty: 5374.600586
	Iteration 61Q: 3 clusters Score -9418335 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -9418354.000000 Penalty: 5374.600586
	Iteration 62Q: 3 clusters Score -9418354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -9418351.000000 Penalty: 5374.600586
	Iteration 63Q: 3 clusters Score -9418351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -9418345.000000 Penalty: 5374.600586
	Iteration 64Q: 3 clusters Score -9418345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -9418349.000000 Penalty: 5374.600586
	Iteration 65Q: 3 clusters Score -9418349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -9418355.000000 Penalty: 5374.600586
	Iteration 66Q: 3 clusters Score -9418355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -9418350.000000 Penalty: 5374.600586
	Iteration 67Q: 3 clusters Score -9418350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -9418350.000000 Penalty: 5374.600586
	Iteration 68Q: 3 clusters Score -9418350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -9418345.000000 Penalty: 5374.600586
	Iteration 69Q: 3 clusters Score -9418345 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -9418343.000000 Penalty: 5374.600586
	Iteration 70Q: 3 clusters Score -9418343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -9418353.000000 Penalty: 5374.600586
	Iteration 71Q: 3 clusters Score -9418353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -9418345.000000 Penalty: 5374.600586
	Iteration 72Q: 3 clusters Score -9418345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -9418353.000000 Penalty: 5374.600586
	Iteration 73Q: 3 clusters Score -9418353 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -9418358.000000 Penalty: 5374.600586
	Iteration 74Q: 3 clusters Score -9418358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -9418365.000000 Penalty: 5374.600586
	Iteration 75Q: 3 clusters Score -9418365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -9418373.000000 Penalty: 5374.600586
	Iteration 76Q: 3 clusters Score -9418373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -9418374.000000 Penalty: 5374.600586
	Iteration 77Q: 3 clusters Score -9418374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -9418372.000000 Penalty: 5374.600586
	Iteration 78Q: 3 clusters Score -9418372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -9418372.000000 Penalty: 5374.600586
	Iteration 79Q: 3 clusters Score -9418372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -9418369.000000 Penalty: 5374.600586
	Iteration 80F: 3 clusters Score -9418369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -9418377.000000 Penalty: 5374.600586
	Iteration 81Q: 3 clusters Score -9418377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -9418373.000000 Penalty: 5374.600586
	Iteration 82Q: 3 clusters Score -9418373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9418375.000000 Penalty: 5374.600586
	Iteration 83Q: 3 clusters Score -9418375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9418366.000000 Penalty: 5374.600586
	Iteration 84Q: 3 clusters Score -9418366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9418376.000000 Penalty: 5374.600586
	Iteration 85Q: 3 clusters Score -9418376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9418376.000000 Penalty: 5374.600586
	Iteration 86Q: 3 clusters Score -9418376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9418372.000000 Penalty: 5374.600586
	Iteration 87Q: 3 clusters Score -9418372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -9418372.000000 Penalty: 5374.600586
	Iteration 88F: 3 clusters Score -9418372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (73970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73970 members 
Entering Unmasked Estep 
Score: -13792107.000000 Penalty: 2780.430908
	Iteration 0F: 2 clusters Score -1.379211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -13765871.000000 Penalty: 5560.861816
	Iteration 0F: 3 clusters Score -1.376587e+07 nChanged 34663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -13785097.000000 Penalty: 5560.861816
	Iteration 1F: 3 clusters Score -1.37851e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -13785842.000000 Penalty: 5560.861816
	Iteration 2Q: 3 clusters Score -1.378584e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -13786699.000000 Penalty: 5560.861816
	Iteration 3Q: 3 clusters Score -1.37867e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -13787978.000000 Penalty: 5560.861816
	Iteration 4Q: 3 clusters Score -1.378798e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -13789868.000000 Penalty: 5560.861816
	Iteration 5Q: 3 clusters Score -1.378987e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -13792278.000000 Penalty: 5560.861816
	Iteration 6F: 3 clusters Score -1.379228e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -13794911.000000 Penalty: 5560.861816
	Iteration 7F: 3 clusters Score -1.379491e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -13797148.000000 Penalty: 5560.861816
	Iteration 8F: 3 clusters Score -1.379715e+07 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -13798709.000000 Penalty: 5560.861816
	Iteration 9F: 3 clusters Score -1.379871e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -13799813.000000 Penalty: 5560.861816
	Iteration 10Q: 3 clusters Score -1.379981e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -13800588.000000 Penalty: 5560.861816
	Iteration 11Q: 3 clusters Score -1.380059e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -13801243.000000 Penalty: 5560.861816
	Iteration 12Q: 3 clusters Score -1.380124e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -13801449.000000 Penalty: 5560.861816
	Iteration 13Q: 3 clusters Score -1.380145e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -13801446.000000 Penalty: 5560.861816
	Iteration 14Q: 3 clusters Score -1.380145e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -13801391.000000 Penalty: 5560.861816
	Iteration 15Q: 3 clusters Score -1.380139e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -13801340.000000 Penalty: 5560.861816
	Iteration 16Q: 3 clusters Score -1.380134e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -13801200.000000 Penalty: 5560.861816
	Iteration 17Q: 3 clusters Score -1.38012e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -13801048.000000 Penalty: 5560.861816
	Iteration 18Q: 3 clusters Score -1.380105e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -13800991.000000 Penalty: 5560.861816
	Iteration 19Q: 3 clusters Score -1.380099e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54591 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -13800974.000000 Penalty: 5560.861816
	Iteration 20F: 3 clusters Score -1.380097e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54790 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -13800875.000000 Penalty: 5560.861816
	Iteration 21Q: 3 clusters Score -1.380088e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -13800826.000000 Penalty: 5560.861816
	Iteration 22Q: 3 clusters Score -1.380083e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -13800791.000000 Penalty: 5560.861816
	Iteration 23Q: 3 clusters Score -1.380079e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -13800762.000000 Penalty: 5560.861816
	Iteration 24Q: 3 clusters Score -1.380076e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -13800715.000000 Penalty: 5560.861816
	Iteration 25Q: 3 clusters Score -1.380072e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -13800781.000000 Penalty: 5560.861816
	Iteration 26Q: 3 clusters Score -1.380078e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -13800820.000000 Penalty: 5560.861816
	Iteration 27Q: 3 clusters Score -1.380082e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -13800858.000000 Penalty: 5560.861816
	Iteration 28Q: 3 clusters Score -1.380086e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -13800882.000000 Penalty: 5560.861816
	Iteration 29Q: 3 clusters Score -1.380088e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55687 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -13800847.000000 Penalty: 5560.861816
	Iteration 30Q: 3 clusters Score -1.380085e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -13800824.000000 Penalty: 5560.861816
	Iteration 31Q: 3 clusters Score -1.380082e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -13800834.000000 Penalty: 5560.861816
	Iteration 32Q: 3 clusters Score -1.380083e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55824 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -13800857.000000 Penalty: 5560.861816
	Iteration 33Q: 3 clusters Score -1.380086e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -13800861.000000 Penalty: 5560.861816
	Iteration 34Q: 3 clusters Score -1.380086e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -13800911.000000 Penalty: 5560.861816
	Iteration 35Q: 3 clusters Score -1.380091e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -13800975.000000 Penalty: 5560.861816
	Iteration 36Q: 3 clusters Score -1.380098e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -13801004.000000 Penalty: 5560.861816
	Iteration 37Q: 3 clusters Score -1.3801e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56092 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -13800967.000000 Penalty: 5560.861816
	Iteration 38Q: 3 clusters Score -1.380097e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -13800946.000000 Penalty: 5560.861816
	Iteration 39Q: 3 clusters Score -1.380095e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -13801010.000000 Penalty: 5560.861816
	Iteration 40F: 3 clusters Score -1.380101e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -13801067.000000 Penalty: 5560.861816
	Iteration 41Q: 3 clusters Score -1.380107e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -13801027.000000 Penalty: 5560.861816
	Iteration 42Q: 3 clusters Score -1.380103e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -13801030.000000 Penalty: 5560.861816
	Iteration 43Q: 3 clusters Score -1.380103e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -13801072.000000 Penalty: 5560.861816
	Iteration 44Q: 3 clusters Score -1.380107e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -13801043.000000 Penalty: 5560.861816
	Iteration 45Q: 3 clusters Score -1.380104e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56334 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -13801055.000000 Penalty: 5560.861816
	Iteration 46Q: 3 clusters Score -1.380106e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56390 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -13801065.000000 Penalty: 5560.861816
	Iteration 47Q: 3 clusters Score -1.380106e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56439 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -13801051.000000 Penalty: 5560.861816
	Iteration 48Q: 3 clusters Score -1.380105e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -13801063.000000 Penalty: 5560.861816
	Iteration 49Q: 3 clusters Score -1.380106e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56524 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -13801080.000000 Penalty: 5560.861816
	Iteration 50Q: 3 clusters Score -1.380108e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56578 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -13801109.000000 Penalty: 5560.861816
	Iteration 51Q: 3 clusters Score -1.380111e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56656 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -13801114.000000 Penalty: 5560.861816
	Iteration 52Q: 3 clusters Score -1.380111e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -13801123.000000 Penalty: 5560.861816
	Iteration 53Q: 3 clusters Score -1.380112e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -13801108.000000 Penalty: 5560.861816
	Iteration 54Q: 3 clusters Score -1.380111e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -13801116.000000 Penalty: 5560.861816
	Iteration 55Q: 3 clusters Score -1.380112e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56861 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -13801101.000000 Penalty: 5560.861816
	Iteration 56Q: 3 clusters Score -1.38011e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56923 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -13801085.000000 Penalty: 5560.861816
	Iteration 57Q: 3 clusters Score -1.380108e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56972 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -13801070.000000 Penalty: 5560.861816
	Iteration 58Q: 3 clusters Score -1.380107e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -13801038.000000 Penalty: 5560.861816
	Iteration 59Q: 3 clusters Score -1.380104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57052 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -13801034.000000 Penalty: 5560.861816
	Iteration 60F: 3 clusters Score -1.380103e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -13801015.000000 Penalty: 5560.861816
	Iteration 61Q: 3 clusters Score -1.380102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57125 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -13801034.000000 Penalty: 5560.861816
	Iteration 62Q: 3 clusters Score -1.380103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -13801022.000000 Penalty: 5560.861816
	Iteration 63Q: 3 clusters Score -1.380102e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57213 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -13801005.000000 Penalty: 5560.861816
	Iteration 64Q: 3 clusters Score -1.3801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -13801006.000000 Penalty: 5560.861816
	Iteration 65Q: 3 clusters Score -1.380101e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -13800977.000000 Penalty: 5560.861816
	Iteration 66Q: 3 clusters Score -1.380098e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57346 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -13800976.000000 Penalty: 5560.861816
	Iteration 67Q: 3 clusters Score -1.380098e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -13800978.000000 Penalty: 5560.861816
	Iteration 68Q: 3 clusters Score -1.380098e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -13800948.000000 Penalty: 5560.861816
	Iteration 69Q: 3 clusters Score -1.380095e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -13800933.000000 Penalty: 5560.861816
	Iteration 70Q: 3 clusters Score -1.380093e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57503 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -13800941.000000 Penalty: 5560.861816
	Iteration 71Q: 3 clusters Score -1.380094e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57521 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -13800952.000000 Penalty: 5560.861816
	Iteration 72Q: 3 clusters Score -1.380095e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -13800975.000000 Penalty: 5560.861816
	Iteration 73Q: 3 clusters Score -1.380098e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -13800989.000000 Penalty: 5560.861816
	Iteration 74Q: 3 clusters Score -1.380099e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -13800983.000000 Penalty: 5560.861816
	Iteration 75Q: 3 clusters Score -1.380098e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -13800968.000000 Penalty: 5560.861816
	Iteration 76Q: 3 clusters Score -1.380097e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -13800973.000000 Penalty: 5560.861816
	Iteration 77Q: 3 clusters Score -1.380097e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57672 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -13800948.000000 Penalty: 5560.861816
	Iteration 78Q: 3 clusters Score -1.380095e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57694 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -13800936.000000 Penalty: 5560.861816
	Iteration 79Q: 3 clusters Score -1.380094e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -13800919.000000 Penalty: 5560.861816
	Iteration 80F: 3 clusters Score -1.380092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57737 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -13800927.000000 Penalty: 5560.861816
	Iteration 81Q: 3 clusters Score -1.380093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -13800907.000000 Penalty: 5560.861816
	Iteration 82Q: 3 clusters Score -1.380091e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57786 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -13800904.000000 Penalty: 5560.861816
	Iteration 83Q: 3 clusters Score -1.38009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -13800896.000000 Penalty: 5560.861816
	Iteration 84Q: 3 clusters Score -1.38009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -13800889.000000 Penalty: 5560.861816
	Iteration 85Q: 3 clusters Score -1.380089e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -13800872.000000 Penalty: 5560.861816
	Iteration 86Q: 3 clusters Score -1.380087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -13800844.000000 Penalty: 5560.861816
	Iteration 87Q: 3 clusters Score -1.380084e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57920 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -13800832.000000 Penalty: 5560.861816
	Iteration 88Q: 3 clusters Score -1.380083e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57951 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -13800833.000000 Penalty: 5560.861816
	Iteration 89Q: 3 clusters Score -1.380083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -13800834.000000 Penalty: 5560.861816
	Iteration 90Q: 3 clusters Score -1.380083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57993 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -13800834.000000 Penalty: 5560.861816
	Iteration 91Q: 3 clusters Score -1.380083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58010 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -13800839.000000 Penalty: 5560.861816
	Iteration 92Q: 3 clusters Score -1.380084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -13800819.000000 Penalty: 5560.861816
	Iteration 93Q: 3 clusters Score -1.380082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -13800837.000000 Penalty: 5560.861816
	Iteration 94Q: 3 clusters Score -1.380084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -13800813.000000 Penalty: 5560.861816
	Iteration 95Q: 3 clusters Score -1.380081e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -13800801.000000 Penalty: 5560.861816
	Iteration 96Q: 3 clusters Score -1.38008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -13800803.000000 Penalty: 5560.861816
	Iteration 97Q: 3 clusters Score -1.38008e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -13800801.000000 Penalty: 5560.861816
	Iteration 98Q: 3 clusters Score -1.38008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -13800796.000000 Penalty: 5560.861816
	Iteration 99Q: 3 clusters Score -1.38008e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -13800795.000000 Penalty: 5560.861816
	Iteration 100F: 3 clusters Score -1.38008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -13800790.000000 Penalty: 5560.861816
	Iteration 101Q: 3 clusters Score -1.380079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -13800789.000000 Penalty: 5560.861816
	Iteration 102Q: 3 clusters Score -1.380079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -13800782.000000 Penalty: 5560.861816
	Iteration 103Q: 3 clusters Score -1.380078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -13800773.000000 Penalty: 5560.861816
	Iteration 104Q: 3 clusters Score -1.380077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -13800780.000000 Penalty: 5560.861816
	Iteration 105Q: 3 clusters Score -1.380078e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58191 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -13800773.000000 Penalty: 5560.861816
	Iteration 106Q: 3 clusters Score -1.380077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -13800792.000000 Penalty: 5560.861816
	Iteration 107Q: 3 clusters Score -1.380079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -13800797.000000 Penalty: 5560.861816
	Iteration 108Q: 3 clusters Score -1.38008e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -13800792.000000 Penalty: 5560.861816
	Iteration 109Q: 3 clusters Score -1.380079e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -13800783.000000 Penalty: 5560.861816
	Iteration 110Q: 3 clusters Score -1.380078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -13800775.000000 Penalty: 5560.861816
	Iteration 111Q: 3 clusters Score -1.380078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -13800759.000000 Penalty: 5560.861816
	Iteration 112Q: 3 clusters Score -1.380076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -13800755.000000 Penalty: 5560.861816
	Iteration 113Q: 3 clusters Score -1.380076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58317 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -13800760.000000 Penalty: 5560.861816
	Iteration 114Q: 3 clusters Score -1.380076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -13800794.000000 Penalty: 5560.861816
	Iteration 115Q: 3 clusters Score -1.380079e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -13800789.000000 Penalty: 5560.861816
	Iteration 116Q: 3 clusters Score -1.380079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -13800779.000000 Penalty: 5560.861816
	Iteration 117Q: 3 clusters Score -1.380078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -13800767.000000 Penalty: 5560.861816
	Iteration 118Q: 3 clusters Score -1.380077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -13800765.000000 Penalty: 5560.861816
	Iteration 119Q: 3 clusters Score -1.380076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -13800750.000000 Penalty: 5560.861816
	Iteration 120F: 3 clusters Score -1.380075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -13800764.000000 Penalty: 5560.861816
	Iteration 121Q: 3 clusters Score -1.380076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -13800741.000000 Penalty: 5560.861816
	Iteration 122Q: 3 clusters Score -1.380074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -13800750.000000 Penalty: 5560.861816
	Iteration 123Q: 3 clusters Score -1.380075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -13800737.000000 Penalty: 5560.861816
	Iteration 124Q: 3 clusters Score -1.380074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -13800732.000000 Penalty: 5560.861816
	Iteration 125Q: 3 clusters Score -1.380073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -13800745.000000 Penalty: 5560.861816
	Iteration 126Q: 3 clusters Score -1.380074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -13800742.000000 Penalty: 5560.861816
	Iteration 127Q: 3 clusters Score -1.380074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -13800725.000000 Penalty: 5560.861816
	Iteration 128Q: 3 clusters Score -1.380072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -13800735.000000 Penalty: 5560.861816
	Iteration 129Q: 3 clusters Score -1.380074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -13800722.000000 Penalty: 5560.861816
	Iteration 130Q: 3 clusters Score -1.380072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -13800711.000000 Penalty: 5560.861816
	Iteration 131Q: 3 clusters Score -1.380071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -13800709.000000 Penalty: 5560.861816
	Iteration 132Q: 3 clusters Score -1.380071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -13800705.000000 Penalty: 5560.861816
	Iteration 133Q: 3 clusters Score -1.38007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -13800691.000000 Penalty: 5560.861816
	Iteration 134Q: 3 clusters Score -1.380069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -13800705.000000 Penalty: 5560.861816
	Iteration 135Q: 3 clusters Score -1.38007e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58524 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -13800688.000000 Penalty: 5560.861816
	Iteration 136Q: 3 clusters Score -1.380069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -13800682.000000 Penalty: 5560.861816
	Iteration 137Q: 3 clusters Score -1.380068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -13800679.000000 Penalty: 5560.861816
	Iteration 138Q: 3 clusters Score -1.380068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58547 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -13800673.000000 Penalty: 5560.861816
	Iteration 139Q: 3 clusters Score -1.380067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58554 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -13800670.000000 Penalty: 5560.861816
	Iteration 140F: 3 clusters Score -1.380067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -13800667.000000 Penalty: 5560.861816
	Iteration 141Q: 3 clusters Score -1.380067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -13800664.000000 Penalty: 5560.861816
	Iteration 142Q: 3 clusters Score -1.380066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -13800652.000000 Penalty: 5560.861816
	Iteration 143Q: 3 clusters Score -1.380065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -13800654.000000 Penalty: 5560.861816
	Iteration 144Q: 3 clusters Score -1.380065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -13800646.000000 Penalty: 5560.861816
	Iteration 145Q: 3 clusters Score -1.380065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -13800640.000000 Penalty: 5560.861816
	Iteration 146Q: 3 clusters Score -1.380064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -13800632.000000 Penalty: 5560.861816
	Iteration 147Q: 3 clusters Score -1.380063e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -13800637.000000 Penalty: 5560.861816
	Iteration 148Q: 3 clusters Score -1.380064e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -13800631.000000 Penalty: 5560.861816
	Iteration 149Q: 3 clusters Score -1.380063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58600 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -13800636.000000 Penalty: 5560.861816
	Iteration 150Q: 3 clusters Score -1.380064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58603 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -13800635.000000 Penalty: 5560.861816
	Iteration 151Q: 3 clusters Score -1.380064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -13800643.000000 Penalty: 5560.861816
	Iteration 152Q: 3 clusters Score -1.380064e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -13800630.000000 Penalty: 5560.861816
	Iteration 153Q: 3 clusters Score -1.380063e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58620 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -13800624.000000 Penalty: 5560.861816
	Iteration 154Q: 3 clusters Score -1.380062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -13800618.000000 Penalty: 5560.861816
	Iteration 155Q: 3 clusters Score -1.380062e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -13800607.000000 Penalty: 5560.861816
	Iteration 156Q: 3 clusters Score -1.380061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -13800607.000000 Penalty: 5560.861816
	Iteration 157Q: 3 clusters Score -1.380061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -13800611.000000 Penalty: 5560.861816
	Iteration 158Q: 3 clusters Score -1.380061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -13800609.000000 Penalty: 5560.861816
	Iteration 159Q: 3 clusters Score -1.380061e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58668 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -13800604.000000 Penalty: 5560.861816
	Iteration 160F: 3 clusters Score -1.38006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -13800591.000000 Penalty: 5560.861816
	Iteration 161Q: 3 clusters Score -1.380059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -13800597.000000 Penalty: 5560.861816
	Iteration 162Q: 3 clusters Score -1.38006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -13800585.000000 Penalty: 5560.861816
	Iteration 163Q: 3 clusters Score -1.380058e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -13800606.000000 Penalty: 5560.861816
	Iteration 164Q: 3 clusters Score -1.380061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -13800598.000000 Penalty: 5560.861816
	Iteration 165Q: 3 clusters Score -1.38006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58719 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -13800596.000000 Penalty: 5560.861816
	Iteration 166Q: 3 clusters Score -1.38006e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -13800590.000000 Penalty: 5560.861816
	Iteration 167Q: 3 clusters Score -1.380059e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -13800595.000000 Penalty: 5560.861816
	Iteration 168Q: 3 clusters Score -1.38006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58735 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -13800589.000000 Penalty: 5560.861816
	Iteration 169Q: 3 clusters Score -1.380059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58736 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -13800579.000000 Penalty: 5560.861816
	Iteration 170Q: 3 clusters Score -1.380058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -13800577.000000 Penalty: 5560.861816
	Iteration 171Q: 3 clusters Score -1.380058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -13800572.000000 Penalty: 5560.861816
	Iteration 172Q: 3 clusters Score -1.380057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -13800559.000000 Penalty: 5560.861816
	Iteration 173Q: 3 clusters Score -1.380056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58743 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -13800559.000000 Penalty: 5560.861816
	Iteration 174F: 3 clusters Score -1.380056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 15 contains 1316 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136987168.000000 Penalty: 67075.390625
Splitting cluster 13 changes total score from -136973552.000000 to -136987168.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 15 (1316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Entering Unmasked Estep 
Score: -185454.437500 Penalty: 1781.223267
	Iteration 0F: 2 clusters Score -185454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -183527.718750 Penalty: 3562.446533
	Iteration 0F: 3 clusters Score -183527.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -184557.656250 Penalty: 3562.446533
	Iteration 1F: 3 clusters Score -184557.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185213.906250 Penalty: 3562.446533
	Iteration 2F: 3 clusters Score -185213.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -185607.562500 Penalty: 3562.446533
	Iteration 3F: 3 clusters Score -185607.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185784.218750 Penalty: 3562.446533
	Iteration 4Q: 3 clusters Score -185784.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -185900.375000 Penalty: 3562.446533
	Iteration 5Q: 3 clusters Score -185900.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -186015.062500 Penalty: 3562.446533
	Iteration 6Q: 3 clusters Score -186015.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -186059.921875 Penalty: 3562.446533
	Iteration 7Q: 3 clusters Score -186059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186079.531250 Penalty: 3562.446533
	Iteration 8Q: 3 clusters Score -186079.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186093.015625 Penalty: 3562.446533
	Iteration 9Q: 3 clusters Score -186093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -186129.250000 Penalty: 3562.446533
	Iteration 10Q: 3 clusters Score -186129.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186143.968750 Penalty: 3562.446533
	Iteration 11Q: 3 clusters Score -186144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186146.953125 Penalty: 3562.446533
	Iteration 12Q: 3 clusters Score -186147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -186148.312500 Penalty: 3562.446533
	Iteration 13Q: 3 clusters Score -186148.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -186148.796875 Penalty: 3562.446533
	Iteration 14Q: 3 clusters Score -186148.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186150.046875 Penalty: 3562.446533
	Iteration 15Q: 3 clusters Score -186150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186153.265625 Penalty: 3562.446533
	Iteration 16F: 3 clusters Score -186153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -186158.781250 Penalty: 3562.446533
	Iteration 17Q: 3 clusters Score -186158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186163.937500 Penalty: 3562.446533
	Iteration 18Q: 3 clusters Score -186163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186168.843750 Penalty: 3562.446533
	Iteration 19Q: 3 clusters Score -186168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186168.843750 Penalty: 3562.446533
	Iteration 20F: 3 clusters Score -186168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 90933 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136986288.000000 Penalty: 70429.164062
Splitting cluster 15 changes total score from -136973552.000000 to -136986288.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 16 (44018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Entering Unmasked Estep 
Score: -8232908.000000 Penalty: 2651.703857
	Iteration 0F: 2 clusters Score -8232908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -8204973.000000 Penalty: 5303.407715
	Iteration 0F: 3 clusters Score -8204973 nChanged 20165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8215837.000000 Penalty: 5303.407715
	Iteration 1F: 3 clusters Score -8215837 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -8216244.000000 Penalty: 5303.407715
	Iteration 2Q: 3 clusters Score -8216244 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8216717.500000 Penalty: 5303.407715
	Iteration 3Q: 3 clusters Score -8216718 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8217234.500000 Penalty: 5303.407715
	Iteration 4Q: 3 clusters Score -8217234 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -8217913.500000 Penalty: 5303.407715
	Iteration 5Q: 3 clusters Score -8217914 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8218682.500000 Penalty: 5303.407715
	Iteration 6Q: 3 clusters Score -8218682 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -8219524.000000 Penalty: 5303.407715
	Iteration 7Q: 3 clusters Score -8219524 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -8220502.500000 Penalty: 5303.407715
	Iteration 8Q: 3 clusters Score -8220502 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -8221621.500000 Penalty: 5303.407715
	Iteration 9Q: 3 clusters Score -8221622 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8222997.000000 Penalty: 5303.407715
	Iteration 10F: 3 clusters Score -8222997 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -8224304.500000 Penalty: 5303.407715
	Iteration 11F: 3 clusters Score -8224304 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -8225622.000000 Penalty: 5303.407715
	Iteration 12Q: 3 clusters Score -8225622 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -8226639.000000 Penalty: 5303.407715
	Iteration 13Q: 3 clusters Score -8226639 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -8227285.500000 Penalty: 5303.407715
	Iteration 14Q: 3 clusters Score -8227286 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -8227635.000000 Penalty: 5303.407715
	Iteration 15Q: 3 clusters Score -8227635 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -8227879.000000 Penalty: 5303.407715
	Iteration 16Q: 3 clusters Score -8227879 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -8228046.500000 Penalty: 5303.407715
	Iteration 17Q: 3 clusters Score -8228046 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -8228145.000000 Penalty: 5303.407715
	Iteration 18Q: 3 clusters Score -8228145 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -8228311.500000 Penalty: 5303.407715
	Iteration 19Q: 3 clusters Score -8228312 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -8228470.000000 Penalty: 5303.407715
	Iteration 20F: 3 clusters Score -8228470 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -8228595.500000 Penalty: 5303.407715
	Iteration 21Q: 3 clusters Score -8228596 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -8228758.500000 Penalty: 5303.407715
	Iteration 22Q: 3 clusters Score -8228758 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -8228872.500000 Penalty: 5303.407715
	Iteration 23Q: 3 clusters Score -8228872 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -8228991.500000 Penalty: 5303.407715
	Iteration 24Q: 3 clusters Score -8228992 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -8229135.000000 Penalty: 5303.407715
	Iteration 25Q: 3 clusters Score -8229135 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -8229227.500000 Penalty: 5303.407715
	Iteration 26Q: 3 clusters Score -8229228 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -8229327.000000 Penalty: 5303.407715
	Iteration 27Q: 3 clusters Score -8229327 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8229415.000000 Penalty: 5303.407715
	Iteration 28Q: 3 clusters Score -8229415 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8229480.500000 Penalty: 5303.407715
	Iteration 29Q: 3 clusters Score -8229480 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -8229594.000000 Penalty: 5303.407715
	Iteration 30Q: 3 clusters Score -8229594 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 33615 members 
Entering Unmasked Estep 
Score: -8229670.500000 Penalty: 5303.407715
	Iteration 31Q: 3 clusters Score -8229670 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -8229761.500000 Penalty: 5303.407715
	Iteration 32Q: 3 clusters Score -8229762 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8229846.000000 Penalty: 5303.407715
	Iteration 33Q: 3 clusters Score -8229846 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8229945.000000 Penalty: 5303.407715
	Iteration 34Q: 3 clusters Score -8229945 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -8230059.000000 Penalty: 5303.407715
	Iteration 35Q: 3 clusters Score -8230059 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 35282 members 
Entering Unmasked Estep 
Score: -8230136.000000 Penalty: 5303.407715
	Iteration 36Q: 3 clusters Score -8230136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -8230201.500000 Penalty: 5303.407715
	Iteration 37Q: 3 clusters Score -8230202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8230291.000000 Penalty: 5303.407715
	Iteration 38Q: 3 clusters Score -8230291 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -8230376.500000 Penalty: 5303.407715
	Iteration 39Q: 3 clusters Score -8230376 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -8230433.000000 Penalty: 5303.407715
	Iteration 40F: 3 clusters Score -8230433 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -8230497.500000 Penalty: 5303.407715
	Iteration 41Q: 3 clusters Score -8230498 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8230517.500000 Penalty: 5303.407715
	Iteration 42Q: 3 clusters Score -8230518 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -8230585.000000 Penalty: 5303.407715
	Iteration 43Q: 3 clusters Score -8230585 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -8230637.000000 Penalty: 5303.407715
	Iteration 44Q: 3 clusters Score -8230637 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -8230672.000000 Penalty: 5303.407715
	Iteration 45Q: 3 clusters Score -8230672 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -8230702.500000 Penalty: 5303.407715
	Iteration 46Q: 3 clusters Score -8230702 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -8230733.000000 Penalty: 5303.407715
	Iteration 47Q: 3 clusters Score -8230733 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -8230770.500000 Penalty: 5303.407715
	Iteration 48Q: 3 clusters Score -8230770 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8230788.500000 Penalty: 5303.407715
	Iteration 49Q: 3 clusters Score -8230788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8230799.500000 Penalty: 5303.407715
	Iteration 50Q: 3 clusters Score -8230800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8230857.500000 Penalty: 5303.407715
	Iteration 51Q: 3 clusters Score -8230858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8230895.000000 Penalty: 5303.407715
	Iteration 52Q: 3 clusters Score -8230895 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -8230891.500000 Penalty: 5303.407715
	Iteration 53Q: 3 clusters Score -8230892 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -8230915.500000 Penalty: 5303.407715
	Iteration 54Q: 3 clusters Score -8230916 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -8230925.500000 Penalty: 5303.407715
	Iteration 55Q: 3 clusters Score -8230926 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8230955.000000 Penalty: 5303.407715
	Iteration 56Q: 3 clusters Score -8230955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -8230961.000000 Penalty: 5303.407715
	Iteration 57Q: 3 clusters Score -8230961 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8230969.000000 Penalty: 5303.407715
	Iteration 58Q: 3 clusters Score -8230969 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8230993.500000 Penalty: 5303.407715
	Iteration 59Q: 3 clusters Score -8230994 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -8230986.500000 Penalty: 5303.407715
	Iteration 60F: 3 clusters Score -8230986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8231017.500000 Penalty: 5303.407715
	Iteration 61Q: 3 clusters Score -8231018 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -8231059.500000 Penalty: 5303.407715
	Iteration 62Q: 3 clusters Score -8231060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -8231083.000000 Penalty: 5303.407715
	Iteration 63Q: 3 clusters Score -8231083 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8231102.000000 Penalty: 5303.407715
	Iteration 64Q: 3 clusters Score -8231102 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -8231103.000000 Penalty: 5303.407715
	Iteration 65Q: 3 clusters Score -8231103 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8231112.500000 Penalty: 5303.407715
	Iteration 66Q: 3 clusters Score -8231112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8231106.000000 Penalty: 5303.407715
	Iteration 67Q: 3 clusters Score -8231106 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8231140.500000 Penalty: 5303.407715
	Iteration 68Q: 3 clusters Score -8231140 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -8231129.500000 Penalty: 5303.407715
	Iteration 69Q: 3 clusters Score -8231130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -8231137.500000 Penalty: 5303.407715
	Iteration 70Q: 3 clusters Score -8231138 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -8231142.000000 Penalty: 5303.407715
	Iteration 71Q: 3 clusters Score -8231142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8231151.500000 Penalty: 5303.407715
	Iteration 72Q: 3 clusters Score -8231152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8231146.000000 Penalty: 5303.407715
	Iteration 73Q: 3 clusters Score -8231146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -8231151.500000 Penalty: 5303.407715
	Iteration 74Q: 3 clusters Score -8231152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8231160.500000 Penalty: 5303.407715
	Iteration 75Q: 3 clusters Score -8231160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
Score: -8231152.500000 Penalty: 5303.407715
	Iteration 76Q: 3 clusters Score -8231152 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -8231163.500000 Penalty: 5303.407715
	Iteration 77Q: 3 clusters Score -8231164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -8231163.500000 Penalty: 5303.407715
	Iteration 78Q: 3 clusters Score -8231164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -8231157.500000 Penalty: 5303.407715
	Iteration 79Q: 3 clusters Score -8231158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -8231169.500000 Penalty: 5303.407715
	Iteration 80F: 3 clusters Score -8231170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -8231150.000000 Penalty: 5303.407715
	Iteration 81Q: 3 clusters Score -8231150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -8231137.000000 Penalty: 5303.407715
	Iteration 82Q: 3 clusters Score -8231137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8231165.500000 Penalty: 5303.407715
	Iteration 83Q: 3 clusters Score -8231166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -8231170.500000 Penalty: 5303.407715
	Iteration 84Q: 3 clusters Score -8231170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -8231186.500000 Penalty: 5303.407715
	Iteration 85Q: 3 clusters Score -8231186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -8231185.000000 Penalty: 5303.407715
	Iteration 86Q: 3 clusters Score -8231185 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -8231196.000000 Penalty: 5303.407715
	Iteration 87Q: 3 clusters Score -8231196 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8231194.000000 Penalty: 5303.407715
	Iteration 88Q: 3 clusters Score -8231194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8231197.000000 Penalty: 5303.407715
	Iteration 89Q: 3 clusters Score -8231197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -8231204.000000 Penalty: 5303.407715
	Iteration 90Q: 3 clusters Score -8231204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -8231213.000000 Penalty: 5303.407715
	Iteration 91Q: 3 clusters Score -8231213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8231238.000000 Penalty: 5303.407715
	Iteration 92Q: 3 clusters Score -8231238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8231217.500000 Penalty: 5303.407715
	Iteration 93Q: 3 clusters Score -8231218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -8231221.000000 Penalty: 5303.407715
	Iteration 94Q: 3 clusters Score -8231221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8231221.000000 Penalty: 5303.407715
	Iteration 95Q: 3 clusters Score -8231221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8231214.500000 Penalty: 5303.407715
	Iteration 96Q: 3 clusters Score -8231214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -8231229.000000 Penalty: 5303.407715
	Iteration 97Q: 3 clusters Score -8231229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -8231230.000000 Penalty: 5303.407715
	Iteration 98Q: 3 clusters Score -8231230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -8231228.000000 Penalty: 5303.407715
	Iteration 99Q: 3 clusters Score -8231228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -8231227.500000 Penalty: 5303.407715
	Iteration 100F: 3 clusters Score -8231228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
Score: -8231213.500000 Penalty: 5303.407715
	Iteration 101Q: 3 clusters Score -8231214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8231216.500000 Penalty: 5303.407715
	Iteration 102Q: 3 clusters Score -8231216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8231219.500000 Penalty: 5303.407715
	Iteration 103Q: 3 clusters Score -8231220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -8231215.000000 Penalty: 5303.407715
	Iteration 104Q: 3 clusters Score -8231215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8231216.500000 Penalty: 5303.407715
	Iteration 105Q: 3 clusters Score -8231216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8231209.500000 Penalty: 5303.407715
	Iteration 106Q: 3 clusters Score -8231210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8231228.500000 Penalty: 5303.407715
	Iteration 107Q: 3 clusters Score -8231228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8231239.000000 Penalty: 5303.407715
	Iteration 108Q: 3 clusters Score -8231239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8231235.000000 Penalty: 5303.407715
	Iteration 109Q: 3 clusters Score -8231235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8231231.000000 Penalty: 5303.407715
	Iteration 110Q: 3 clusters Score -8231231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8231237.000000 Penalty: 5303.407715
	Iteration 111Q: 3 clusters Score -8231237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8231234.000000 Penalty: 5303.407715
	Iteration 112Q: 3 clusters Score -8231234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8231242.000000 Penalty: 5303.407715
	Iteration 113Q: 3 clusters Score -8231242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8231241.000000 Penalty: 5303.407715
	Iteration 114Q: 3 clusters Score -8231241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8231237.500000 Penalty: 5303.407715
	Iteration 115Q: 3 clusters Score -8231238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8231236.000000 Penalty: 5303.407715
	Iteration 116Q: 3 clusters Score -8231236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8231233.000000 Penalty: 5303.407715
	Iteration 117Q: 3 clusters Score -8231233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8231233.500000 Penalty: 5303.407715
	Iteration 118Q: 3 clusters Score -8231234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8231234.500000 Penalty: 5303.407715
	Iteration 119Q: 3 clusters Score -8231234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8231231.500000 Penalty: 5303.407715
	Iteration 120F: 3 clusters Score -8231232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8231233.500000 Penalty: 5303.407715
	Iteration 121Q: 3 clusters Score -8231234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8231233.500000 Penalty: 5303.407715
	Iteration 122F: 3 clusters Score -8231234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (22919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Entering Unmasked Estep 
Score: -4151151.000000 Penalty: 2489.850830
	Iteration 0F: 2 clusters Score -4151151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -4135145.750000 Penalty: 4979.701660
	Iteration 0F: 3 clusters Score -4135146 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -4140639.500000 Penalty: 4979.701660
	Iteration 1F: 3 clusters Score -4140640 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4141008.500000 Penalty: 4979.701660
	Iteration 2Q: 3 clusters Score -4141008 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -4141390.500000 Penalty: 4979.701660
	Iteration 3Q: 3 clusters Score -4141390 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -4141793.750000 Penalty: 4979.701660
	Iteration 4Q: 3 clusters Score -4141794 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -4142340.250000 Penalty: 4979.701660
	Iteration 5Q: 3 clusters Score -4142340 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4143207.750000 Penalty: 4979.701660
	Iteration 6F: 3 clusters Score -4143208 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -4144374.750000 Penalty: 4979.701660
	Iteration 7F: 3 clusters Score -4144375 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -4145810.500000 Penalty: 4979.701660
	Iteration 8F: 3 clusters Score -4145810 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4147305.750000 Penalty: 4979.701660
	Iteration 9F: 3 clusters Score -4147306 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4148352.000000 Penalty: 4979.701660
	Iteration 10Q: 3 clusters Score -4148352 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4148845.250000 Penalty: 4979.701660
	Iteration 11Q: 3 clusters Score -4148845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4149095.250000 Penalty: 4979.701660
	Iteration 12Q: 3 clusters Score -4149095 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4149190.500000 Penalty: 4979.701660
	Iteration 13Q: 3 clusters Score -4149190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4149236.750000 Penalty: 4979.701660
	Iteration 14Q: 3 clusters Score -4149237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4149269.500000 Penalty: 4979.701660
	Iteration 15Q: 3 clusters Score -4149270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4149289.250000 Penalty: 4979.701660
	Iteration 16Q: 3 clusters Score -4149289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4149298.250000 Penalty: 4979.701660
	Iteration 17Q: 3 clusters Score -4149298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4149312.500000 Penalty: 4979.701660
	Iteration 18Q: 3 clusters Score -4149312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4149318.750000 Penalty: 4979.701660
	Iteration 19Q: 3 clusters Score -4149319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4149321.250000 Penalty: 4979.701660
	Iteration 20F: 3 clusters Score -4149321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4149316.250000 Penalty: 4979.701660
	Iteration 21Q: 3 clusters Score -4149316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4149324.000000 Penalty: 4979.701660
	Iteration 22Q: 3 clusters Score -4149324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4149325.250000 Penalty: 4979.701660
	Iteration 23Q: 3 clusters Score -4149325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4149325.250000 Penalty: 4979.701660
	Iteration 24F: 3 clusters Score -4149325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Entering Unmasked Estep 
Score: -9525914.000000 Penalty: 2687.822021
	Iteration 0F: 2 clusters Score -9525914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -9494612.000000 Penalty: 5375.644043
	Iteration 0F: 3 clusters Score -9494612 nChanged 23579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -9507823.000000 Penalty: 5375.644043
	Iteration 1F: 3 clusters Score -9507823 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -9508982.000000 Penalty: 5375.644043
	Iteration 2F: 3 clusters Score -9508982 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -9510656.000000 Penalty: 5375.644043
	Iteration 3F: 3 clusters Score -9510656 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -9513096.000000 Penalty: 5375.644043
	Iteration 4F: 3 clusters Score -9513096 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -9516368.000000 Penalty: 5375.644043
	Iteration 5F: 3 clusters Score -9516368 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -9520042.000000 Penalty: 5375.644043
	Iteration 6F: 3 clusters Score -9520042 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -9522858.000000 Penalty: 5375.644043
	Iteration 7F: 3 clusters Score -9522858 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -9524265.000000 Penalty: 5375.644043
	Iteration 8Q: 3 clusters Score -9524265 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -9524787.000000 Penalty: 5375.644043
	Iteration 9Q: 3 clusters Score -9524787 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -9524932.000000 Penalty: 5375.644043
	Iteration 10Q: 3 clusters Score -9524932 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47568 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -9524932.000000 Penalty: 5375.644043
	Iteration 11Q: 3 clusters Score -9524932 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9524903.000000 Penalty: 5375.644043
	Iteration 12Q: 3 clusters Score -9524903 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48378 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -9524889.000000 Penalty: 5375.644043
	Iteration 13Q: 3 clusters Score -9524889 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9524824.000000 Penalty: 5375.644043
	Iteration 14Q: 3 clusters Score -9524824 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48880 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9524747.000000 Penalty: 5375.644043
	Iteration 15Q: 3 clusters Score -9524747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -9524674.000000 Penalty: 5375.644043
	Iteration 16Q: 3 clusters Score -9524674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9524664.000000 Penalty: 5375.644043
	Iteration 17Q: 3 clusters Score -9524664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9524648.000000 Penalty: 5375.644043
	Iteration 18Q: 3 clusters Score -9524648 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9524595.000000 Penalty: 5375.644043
	Iteration 19Q: 3 clusters Score -9524595 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9524579.000000 Penalty: 5375.644043
	Iteration 20F: 3 clusters Score -9524579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9524527.000000 Penalty: 5375.644043
	Iteration 21Q: 3 clusters Score -9524527 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9524494.000000 Penalty: 5375.644043
	Iteration 22Q: 3 clusters Score -9524494 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9524479.000000 Penalty: 5375.644043
	Iteration 23Q: 3 clusters Score -9524479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9524470.000000 Penalty: 5375.644043
	Iteration 24Q: 3 clusters Score -9524470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9524447.000000 Penalty: 5375.644043
	Iteration 25Q: 3 clusters Score -9524447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9524439.000000 Penalty: 5375.644043
	Iteration 26Q: 3 clusters Score -9524439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9524438.000000 Penalty: 5375.644043
	Iteration 27Q: 3 clusters Score -9524438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9524435.000000 Penalty: 5375.644043
	Iteration 28Q: 3 clusters Score -9524435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9524434.000000 Penalty: 5375.644043
	Iteration 29Q: 3 clusters Score -9524434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9524433.000000 Penalty: 5375.644043
	Iteration 30Q: 3 clusters Score -9524433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9524435.000000 Penalty: 5375.644043
	Iteration 31Q: 3 clusters Score -9524435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9524434.000000 Penalty: 5375.644043
	Iteration 32Q: 3 clusters Score -9524434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9524422.000000 Penalty: 5375.644043
	Iteration 33Q: 3 clusters Score -9524422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9524430.000000 Penalty: 5375.644043
	Iteration 34Q: 3 clusters Score -9524430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -9524430.000000 Penalty: 5375.644043
	Iteration 35Q: 3 clusters Score -9524430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9524429.000000 Penalty: 5375.644043
	Iteration 36Q: 3 clusters Score -9524429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9524430.000000 Penalty: 5375.644043
	Iteration 37Q: 3 clusters Score -9524430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9524440.000000 Penalty: 5375.644043
	Iteration 38Q: 3 clusters Score -9524440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9524436.000000 Penalty: 5375.644043
	Iteration 39Q: 3 clusters Score -9524436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9524415.000000 Penalty: 5375.644043
	Iteration 40F: 3 clusters Score -9524415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9524413.000000 Penalty: 5375.644043
	Iteration 41Q: 3 clusters Score -9524413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9524410.000000 Penalty: 5375.644043
	Iteration 42Q: 3 clusters Score -9524410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49861 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9524410.000000 Penalty: 5375.644043
	Iteration 43Q: 3 clusters Score -9524410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49863 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9524411.000000 Penalty: 5375.644043
	Iteration 44Q: 3 clusters Score -9524411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9524409.000000 Penalty: 5375.644043
	Iteration 45Q: 3 clusters Score -9524409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9524405.000000 Penalty: 5375.644043
	Iteration 46Q: 3 clusters Score -9524405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9524390.000000 Penalty: 5375.644043
	Iteration 47Q: 3 clusters Score -9524390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9524397.000000 Penalty: 5375.644043
	Iteration 48Q: 3 clusters Score -9524397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9524403.000000 Penalty: 5375.644043
	Iteration 49Q: 3 clusters Score -9524403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9524407.000000 Penalty: 5375.644043
	Iteration 50Q: 3 clusters Score -9524407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9524402.000000 Penalty: 5375.644043
	Iteration 51Q: 3 clusters Score -9524402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9524399.000000 Penalty: 5375.644043
	Iteration 52Q: 3 clusters Score -9524399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9524400.000000 Penalty: 5375.644043
	Iteration 53Q: 3 clusters Score -9524400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9524382.000000 Penalty: 5375.644043
	Iteration 54Q: 3 clusters Score -9524382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9524391.000000 Penalty: 5375.644043
	Iteration 55Q: 3 clusters Score -9524391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9524378.000000 Penalty: 5375.644043
	Iteration 56Q: 3 clusters Score -9524378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -9524378.000000 Penalty: 5375.644043
	Iteration 57Q: 3 clusters Score -9524378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49949 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9524375.000000 Penalty: 5375.644043
	Iteration 58Q: 3 clusters Score -9524375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -9524382.000000 Penalty: 5375.644043
	Iteration 59Q: 3 clusters Score -9524382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9524388.000000 Penalty: 5375.644043
	Iteration 60F: 3 clusters Score -9524388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (90933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90933 members 
Entering Unmasked Estep 
Score: -16783484.000000 Penalty: 2831.633789
	Iteration 0F: 2 clusters Score -1.678348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -16744559.000000 Penalty: 5663.267578
	Iteration 0F: 3 clusters Score -1.674456e+07 nChanged 42860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -16768706.000000 Penalty: 5663.267578
	Iteration 1F: 3 clusters Score -1.676871e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -16769589.000000 Penalty: 5663.267578
	Iteration 2Q: 3 clusters Score -1.676959e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50541 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -16770718.000000 Penalty: 5663.267578
	Iteration 3Q: 3 clusters Score -1.677072e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 39047 members 
Entering Unmasked Estep 
Score: -16772596.000000 Penalty: 5663.267578
	Iteration 4F: 3 clusters Score -1.67726e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -16775791.000000 Penalty: 5663.267578
	Iteration 5F: 3 clusters Score -1.677579e+07 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -16779870.000000 Penalty: 5663.267578
	Iteration 6F: 3 clusters Score -1.677987e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51860 members 
Mstep: Class 2 contains 39073 members 
Entering Unmasked Estep 
Score: -16783516.000000 Penalty: 5663.267578
	Iteration 7F: 3 clusters Score -1.678352e+07 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 40642 members 
Entering Unmasked Estep 
Score: -16785252.000000 Penalty: 5663.267578
	Iteration 8F: 3 clusters Score -1.678525e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -16785996.000000 Penalty: 5663.267578
	Iteration 9Q: 3 clusters Score -1.6786e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -16786394.000000 Penalty: 5663.267578
	Iteration 10Q: 3 clusters Score -1.678639e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -16786592.000000 Penalty: 5663.267578
	Iteration 11Q: 3 clusters Score -1.678659e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -16786618.000000 Penalty: 5663.267578
	Iteration 12Q: 3 clusters Score -1.678662e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -16786736.000000 Penalty: 5663.267578
	Iteration 13Q: 3 clusters Score -1.678674e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -16786650.000000 Penalty: 5663.267578
	Iteration 14Q: 3 clusters Score -1.678665e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -16786456.000000 Penalty: 5663.267578
	Iteration 15Q: 3 clusters Score -1.678646e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -16786090.000000 Penalty: 5663.267578
	Iteration 16Q: 3 clusters Score -1.678609e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 52633 members 
Entering Unmasked Estep 
Score: -16785364.000000 Penalty: 5663.267578
	Iteration 17Q: 3 clusters Score -1.678536e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -16784838.000000 Penalty: 5663.267578
	Iteration 18Q: 3 clusters Score -1.678484e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 60408 members 
Entering Unmasked Estep 
Score: -16784696.000000 Penalty: 5663.267578
	Iteration 19Q: 3 clusters Score -1.67847e+07 nChanged 4585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -16785474.000000 Penalty: 5663.267578
	Iteration 20F: 3 clusters Score -1.678547e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 68749 members 
Entering Unmasked Estep 
Score: -16786012.000000 Penalty: 5663.267578
	Iteration 21Q: 3 clusters Score -1.678601e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 72220 members 
Entering Unmasked Estep 
Score: -16786162.000000 Penalty: 5663.267578
	Iteration 22Q: 3 clusters Score -1.678616e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 74979 members 
Entering Unmasked Estep 
Score: -16786086.000000 Penalty: 5663.267578
	Iteration 23Q: 3 clusters Score -1.678609e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 76958 members 
Entering Unmasked Estep 
Score: -16785666.000000 Penalty: 5663.267578
	Iteration 24Q: 3 clusters Score -1.678567e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -16785290.000000 Penalty: 5663.267578
	Iteration 25Q: 3 clusters Score -1.678529e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 79145 members 
Entering Unmasked Estep 
Score: -16784964.000000 Penalty: 5663.267578
	Iteration 26Q: 3 clusters Score -1.678496e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 79727 members 
Entering Unmasked Estep 
Score: -16784786.000000 Penalty: 5663.267578
	Iteration 27Q: 3 clusters Score -1.678479e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -16784604.000000 Penalty: 5663.267578
	Iteration 28Q: 3 clusters Score -1.67846e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -16784536.000000 Penalty: 5663.267578
	Iteration 29Q: 3 clusters Score -1.678454e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 80566 members 
Entering Unmasked Estep 
Score: -16784440.000000 Penalty: 5663.267578
	Iteration 30Q: 3 clusters Score -1.678444e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 80700 members 
Entering Unmasked Estep 
Score: -16784384.000000 Penalty: 5663.267578
	Iteration 31Q: 3 clusters Score -1.678438e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 80767 members 
Entering Unmasked Estep 
Score: -16784374.000000 Penalty: 5663.267578
	Iteration 32Q: 3 clusters Score -1.678437e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -16784380.000000 Penalty: 5663.267578
	Iteration 33Q: 3 clusters Score -1.678438e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -16784376.000000 Penalty: 5663.267578
	Iteration 34Q: 3 clusters Score -1.678438e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -16784382.000000 Penalty: 5663.267578
	Iteration 35Q: 3 clusters Score -1.678438e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 80688 members 
Entering Unmasked Estep 
Score: -16784428.000000 Penalty: 5663.267578
	Iteration 36Q: 3 clusters Score -1.678443e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 80653 members 
Entering Unmasked Estep 
Score: -16784466.000000 Penalty: 5663.267578
	Iteration 37Q: 3 clusters Score -1.678447e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 80636 members 
Entering Unmasked Estep 
Score: -16784482.000000 Penalty: 5663.267578
	Iteration 38Q: 3 clusters Score -1.678448e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -16784544.000000 Penalty: 5663.267578
	Iteration 39Q: 3 clusters Score -1.678454e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 80580 members 
Entering Unmasked Estep 
Score: -16784632.000000 Penalty: 5663.267578
	Iteration 40F: 3 clusters Score -1.678463e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 80429 members 
Entering Unmasked Estep 
Score: -16784674.000000 Penalty: 5663.267578
	Iteration 41Q: 3 clusters Score -1.678467e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -16784698.000000 Penalty: 5663.267578
	Iteration 42Q: 3 clusters Score -1.67847e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 80181 members 
Entering Unmasked Estep 
Score: -16784754.000000 Penalty: 5663.267578
	Iteration 43Q: 3 clusters Score -1.678475e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 80068 members 
Entering Unmasked Estep 
Score: -16784774.000000 Penalty: 5663.267578
	Iteration 44Q: 3 clusters Score -1.678477e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -16784840.000000 Penalty: 5663.267578
	Iteration 45Q: 3 clusters Score -1.678484e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 79815 members 
Entering Unmasked Estep 
Score: -16784896.000000 Penalty: 5663.267578
	Iteration 46Q: 3 clusters Score -1.67849e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -16784968.000000 Penalty: 5663.267578
	Iteration 47Q: 3 clusters Score -1.678497e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 79541 members 
Entering Unmasked Estep 
Score: -16784968.000000 Penalty: 5663.267578
	Iteration 48Q: 3 clusters Score -1.678497e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 79395 members 
Entering Unmasked Estep 
Score: -16785078.000000 Penalty: 5663.267578
	Iteration 49Q: 3 clusters Score -1.678508e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 79243 members 
Entering Unmasked Estep 
Score: -16785184.000000 Penalty: 5663.267578
	Iteration 50Q: 3 clusters Score -1.678518e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 79092 members 
Entering Unmasked Estep 
Score: -16785232.000000 Penalty: 5663.267578
	Iteration 51Q: 3 clusters Score -1.678523e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 78934 members 
Entering Unmasked Estep 
Score: -16785300.000000 Penalty: 5663.267578
	Iteration 52Q: 3 clusters Score -1.67853e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 78765 members 
Entering Unmasked Estep 
Score: -16785372.000000 Penalty: 5663.267578
	Iteration 53Q: 3 clusters Score -1.678537e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 78616 members 
Entering Unmasked Estep 
Score: -16785478.000000 Penalty: 5663.267578
	Iteration 54Q: 3 clusters Score -1.678548e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -16785556.000000 Penalty: 5663.267578
	Iteration 55Q: 3 clusters Score -1.678556e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 78330 members 
Entering Unmasked Estep 
Score: -16785548.000000 Penalty: 5663.267578
	Iteration 56Q: 3 clusters Score -1.678555e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 78184 members 
Entering Unmasked Estep 
Score: -16785578.000000 Penalty: 5663.267578
	Iteration 57Q: 3 clusters Score -1.678558e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 78033 members 
Entering Unmasked Estep 
Score: -16785640.000000 Penalty: 5663.267578
	Iteration 58Q: 3 clusters Score -1.678564e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -16785728.000000 Penalty: 5663.267578
	Iteration 59Q: 3 clusters Score -1.678573e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 77723 members 
Entering Unmasked Estep 
Score: -16785802.000000 Penalty: 5663.267578
	Iteration 60F: 3 clusters Score -1.67858e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -16785832.000000 Penalty: 5663.267578
	Iteration 61Q: 3 clusters Score -1.678583e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 77431 members 
Entering Unmasked Estep 
Score: -16785872.000000 Penalty: 5663.267578
	Iteration 62Q: 3 clusters Score -1.678587e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 77268 members 
Entering Unmasked Estep 
Score: -16785840.000000 Penalty: 5663.267578
	Iteration 63Q: 3 clusters Score -1.678584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 77108 members 
Entering Unmasked Estep 
Score: -16785882.000000 Penalty: 5663.267578
	Iteration 64Q: 3 clusters Score -1.678588e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -16785960.000000 Penalty: 5663.267578
	Iteration 65Q: 3 clusters Score -1.678596e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -16786016.000000 Penalty: 5663.267578
	Iteration 66Q: 3 clusters Score -1.678602e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 76673 members 
Entering Unmasked Estep 
Score: -16786056.000000 Penalty: 5663.267578
	Iteration 67Q: 3 clusters Score -1.678606e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -16786096.000000 Penalty: 5663.267578
	Iteration 68Q: 3 clusters Score -1.67861e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 76382 members 
Entering Unmasked Estep 
Score: -16786198.000000 Penalty: 5663.267578
	Iteration 69Q: 3 clusters Score -1.67862e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -16786234.000000 Penalty: 5663.267578
	Iteration 70Q: 3 clusters Score -1.678623e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 76120 members 
Entering Unmasked Estep 
Score: -16786218.000000 Penalty: 5663.267578
	Iteration 71Q: 3 clusters Score -1.678622e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 75984 members 
Entering Unmasked Estep 
Score: -16786208.000000 Penalty: 5663.267578
	Iteration 72Q: 3 clusters Score -1.678621e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -16786252.000000 Penalty: 5663.267578
	Iteration 73Q: 3 clusters Score -1.678625e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -16786298.000000 Penalty: 5663.267578
	Iteration 74Q: 3 clusters Score -1.67863e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 75537 members 
Entering Unmasked Estep 
Score: -16786384.000000 Penalty: 5663.267578
	Iteration 75Q: 3 clusters Score -1.678638e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -16786398.000000 Penalty: 5663.267578
	Iteration 76Q: 3 clusters Score -1.67864e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 75286 members 
Entering Unmasked Estep 
Score: -16786404.000000 Penalty: 5663.267578
	Iteration 77Q: 3 clusters Score -1.67864e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 75159 members 
Entering Unmasked Estep 
Score: -16786496.000000 Penalty: 5663.267578
	Iteration 78Q: 3 clusters Score -1.67865e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 75028 members 
Entering Unmasked Estep 
Score: -16786502.000000 Penalty: 5663.267578
	Iteration 79Q: 3 clusters Score -1.67865e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -16786522.000000 Penalty: 5663.267578
	Iteration 80F: 3 clusters Score -1.678652e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -16786616.000000 Penalty: 5663.267578
	Iteration 81Q: 3 clusters Score -1.678662e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 74572 members 
Entering Unmasked Estep 
Score: -16786646.000000 Penalty: 5663.267578
	Iteration 82Q: 3 clusters Score -1.678665e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 74406 members 
Entering Unmasked Estep 
Score: -16786674.000000 Penalty: 5663.267578
	Iteration 83Q: 3 clusters Score -1.678667e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 74242 members 
Entering Unmasked Estep 
Score: -16786668.000000 Penalty: 5663.267578
	Iteration 84Q: 3 clusters Score -1.678667e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -16786670.000000 Penalty: 5663.267578
	Iteration 85Q: 3 clusters Score -1.678667e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 73842 members 
Entering Unmasked Estep 
Score: -16786728.000000 Penalty: 5663.267578
	Iteration 86Q: 3 clusters Score -1.678673e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -16786754.000000 Penalty: 5663.267578
	Iteration 87Q: 3 clusters Score -1.678675e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 73468 members 
Entering Unmasked Estep 
Score: -16786800.000000 Penalty: 5663.267578
	Iteration 88Q: 3 clusters Score -1.67868e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 73253 members 
Entering Unmasked Estep 
Score: -16786806.000000 Penalty: 5663.267578
	Iteration 89Q: 3 clusters Score -1.678681e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 73043 members 
Entering Unmasked Estep 
Score: -16786904.000000 Penalty: 5663.267578
	Iteration 90Q: 3 clusters Score -1.67869e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -16786922.000000 Penalty: 5663.267578
	Iteration 91Q: 3 clusters Score -1.678692e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 72674 members 
Entering Unmasked Estep 
Score: -16786946.000000 Penalty: 5663.267578
	Iteration 92Q: 3 clusters Score -1.678695e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 72489 members 
Entering Unmasked Estep 
Score: -16786936.000000 Penalty: 5663.267578
	Iteration 93Q: 3 clusters Score -1.678694e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -16786926.000000 Penalty: 5663.267578
	Iteration 94Q: 3 clusters Score -1.678693e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -16786918.000000 Penalty: 5663.267578
	Iteration 95Q: 3 clusters Score -1.678692e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 71836 members 
Entering Unmasked Estep 
Score: -16787002.000000 Penalty: 5663.267578
	Iteration 96Q: 3 clusters Score -1.6787e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -16787036.000000 Penalty: 5663.267578
	Iteration 97Q: 3 clusters Score -1.678704e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 71452 members 
Entering Unmasked Estep 
Score: -16787012.000000 Penalty: 5663.267578
	Iteration 98Q: 3 clusters Score -1.678701e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 71226 members 
Entering Unmasked Estep 
Score: -16786996.000000 Penalty: 5663.267578
	Iteration 99Q: 3 clusters Score -1.6787e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 70995 members 
Entering Unmasked Estep 
Score: -16787002.000000 Penalty: 5663.267578
	Iteration 100F: 3 clusters Score -1.6787e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -16786968.000000 Penalty: 5663.267578
	Iteration 101Q: 3 clusters Score -1.678697e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 70544 members 
Entering Unmasked Estep 
Score: -16786996.000000 Penalty: 5663.267578
	Iteration 102Q: 3 clusters Score -1.6787e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -16786982.000000 Penalty: 5663.267578
	Iteration 103Q: 3 clusters Score -1.678698e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 69998 members 
Entering Unmasked Estep 
Score: -16786992.000000 Penalty: 5663.267578
	Iteration 104Q: 3 clusters Score -1.678699e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 69689 members 
Entering Unmasked Estep 
Score: -16786996.000000 Penalty: 5663.267578
	Iteration 105Q: 3 clusters Score -1.6787e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 69404 members 
Entering Unmasked Estep 
Score: -16786976.000000 Penalty: 5663.267578
	Iteration 106Q: 3 clusters Score -1.678698e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 69088 members 
Entering Unmasked Estep 
Score: -16786964.000000 Penalty: 5663.267578
	Iteration 107Q: 3 clusters Score -1.678696e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -16787002.000000 Penalty: 5663.267578
	Iteration 108Q: 3 clusters Score -1.6787e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 68384 members 
Entering Unmasked Estep 
Score: -16786934.000000 Penalty: 5663.267578
	Iteration 109Q: 3 clusters Score -1.678693e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -16786886.000000 Penalty: 5663.267578
	Iteration 110Q: 3 clusters Score -1.678689e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 67496 members 
Entering Unmasked Estep 
Score: -16786926.000000 Penalty: 5663.267578
	Iteration 111Q: 3 clusters Score -1.678693e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -16786848.000000 Penalty: 5663.267578
	Iteration 112Q: 3 clusters Score -1.678685e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 66362 members 
Entering Unmasked Estep 
Score: -16786784.000000 Penalty: 5663.267578
	Iteration 113Q: 3 clusters Score -1.678678e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 65743 members 
Entering Unmasked Estep 
Score: -16786810.000000 Penalty: 5663.267578
	Iteration 114Q: 3 clusters Score -1.678681e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 65104 members 
Entering Unmasked Estep 
Score: -16786798.000000 Penalty: 5663.267578
	Iteration 115Q: 3 clusters Score -1.67868e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 64460 members 
Entering Unmasked Estep 
Score: -16786804.000000 Penalty: 5663.267578
	Iteration 116Q: 3 clusters Score -1.67868e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -16786728.000000 Penalty: 5663.267578
	Iteration 117Q: 3 clusters Score -1.678673e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 63015 members 
Entering Unmasked Estep 
Score: -16786600.000000 Penalty: 5663.267578
	Iteration 118Q: 3 clusters Score -1.67866e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 62153 members 
Entering Unmasked Estep 
Score: -16786542.000000 Penalty: 5663.267578
	Iteration 119Q: 3 clusters Score -1.678654e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -16786506.000000 Penalty: 5663.267578
	Iteration 120F: 3 clusters Score -1.678651e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 60039 members 
Entering Unmasked Estep 
Score: -16786410.000000 Penalty: 5663.267578
	Iteration 121Q: 3 clusters Score -1.678641e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 58833 members 
Entering Unmasked Estep 
Score: -16786438.000000 Penalty: 5663.267578
	Iteration 122Q: 3 clusters Score -1.678644e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -16786676.000000 Penalty: 5663.267578
	Iteration 123Q: 3 clusters Score -1.678668e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 56126 members 
Entering Unmasked Estep 
Score: -16786764.000000 Penalty: 5663.267578
	Iteration 124Q: 3 clusters Score -1.678676e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -16786912.000000 Penalty: 5663.267578
	Iteration 125Q: 3 clusters Score -1.678691e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Mstep: Class 2 contains 53189 members 
Entering Unmasked Estep 
Score: -16787104.000000 Penalty: 5663.267578
	Iteration 126Q: 3 clusters Score -1.67871e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 51731 members 
Entering Unmasked Estep 
Score: -16787392.000000 Penalty: 5663.267578
	Iteration 127Q: 3 clusters Score -1.678739e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -16787704.000000 Penalty: 5663.267578
	Iteration 128Q: 3 clusters Score -1.67877e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -16787910.000000 Penalty: 5663.267578
	Iteration 129Q: 3 clusters Score -1.678791e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -16788060.000000 Penalty: 5663.267578
	Iteration 130Q: 3 clusters Score -1.678806e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -16788290.000000 Penalty: 5663.267578
	Iteration 131Q: 3 clusters Score -1.678829e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -16788394.000000 Penalty: 5663.267578
	Iteration 132Q: 3 clusters Score -1.678839e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -16788326.000000 Penalty: 5663.267578
	Iteration 133Q: 3 clusters Score -1.678833e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -16788234.000000 Penalty: 5663.267578
	Iteration 134Q: 3 clusters Score -1.678823e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -16788146.000000 Penalty: 5663.267578
	Iteration 135Q: 3 clusters Score -1.678815e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50369 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -16787730.000000 Penalty: 5663.267578
	Iteration 136Q: 3 clusters Score -1.678773e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
Score: -16786864.000000 Penalty: 5663.267578
	Iteration 137Q: 3 clusters Score -1.678686e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -16786058.000000 Penalty: 5663.267578
	Iteration 138Q: 3 clusters Score -1.678606e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58788 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -16785116.000000 Penalty: 5663.267578
	Iteration 139Q: 3 clusters Score -1.678512e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -16785502.000000 Penalty: 5663.267578
	Iteration 140F: 3 clusters Score -1.67855e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63442 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -16785556.000000 Penalty: 5663.267578
	Iteration 141Q: 3 clusters Score -1.678556e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -16785400.000000 Penalty: 5663.267578
	Iteration 142Q: 3 clusters Score -1.67854e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -16785328.000000 Penalty: 5663.267578
	Iteration 143Q: 3 clusters Score -1.678533e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68475 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -16785156.000000 Penalty: 5663.267578
	Iteration 144Q: 3 clusters Score -1.678516e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -16784904.000000 Penalty: 5663.267578
	Iteration 145Q: 3 clusters Score -1.67849e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69660 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -16784684.000000 Penalty: 5663.267578
	Iteration 146Q: 3 clusters Score -1.678468e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -16784594.000000 Penalty: 5663.267578
	Iteration 147Q: 3 clusters Score -1.678459e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69728 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -16784516.000000 Penalty: 5663.267578
	Iteration 148Q: 3 clusters Score -1.678452e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -16784554.000000 Penalty: 5663.267578
	Iteration 149Q: 3 clusters Score -1.678455e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68930 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -16784602.000000 Penalty: 5663.267578
	Iteration 150Q: 3 clusters Score -1.67846e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -16784674.000000 Penalty: 5663.267578
	Iteration 151Q: 3 clusters Score -1.678467e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67883 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -16784678.000000 Penalty: 5663.267578
	Iteration 152Q: 3 clusters Score -1.678468e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -16784692.000000 Penalty: 5663.267578
	Iteration 153Q: 3 clusters Score -1.678469e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -16784756.000000 Penalty: 5663.267578
	Iteration 154Q: 3 clusters Score -1.678476e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Mstep: Class 2 contains 25323 members 
Entering Unmasked Estep 
Score: -16784724.000000 Penalty: 5663.267578
	Iteration 155Q: 3 clusters Score -1.678472e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -16784708.000000 Penalty: 5663.267578
	Iteration 156Q: 3 clusters Score -1.678471e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -16784742.000000 Penalty: 5663.267578
	Iteration 157Q: 3 clusters Score -1.678474e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62889 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -16784818.000000 Penalty: 5663.267578
	Iteration 158Q: 3 clusters Score -1.678482e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61994 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -16784860.000000 Penalty: 5663.267578
	Iteration 159Q: 3 clusters Score -1.678486e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -16785326.000000 Penalty: 5663.267578
	Iteration 160F: 3 clusters Score -1.678533e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -16785566.000000 Penalty: 5663.267578
	Iteration 161Q: 3 clusters Score -1.678557e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -16786150.000000 Penalty: 5663.267578
	Iteration 162Q: 3 clusters Score -1.678615e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56620 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -16786598.000000 Penalty: 5663.267578
	Iteration 163Q: 3 clusters Score -1.67866e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -16787258.000000 Penalty: 5663.267578
	Iteration 164Q: 3 clusters Score -1.678726e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -16787986.000000 Penalty: 5663.267578
	Iteration 165Q: 3 clusters Score -1.678799e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51725 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -16788656.000000 Penalty: 5663.267578
	Iteration 166Q: 3 clusters Score -1.678866e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -16789222.000000 Penalty: 5663.267578
	Iteration 167Q: 3 clusters Score -1.678922e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -16789550.000000 Penalty: 5663.267578
	Iteration 168Q: 3 clusters Score -1.678955e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -16789694.000000 Penalty: 5663.267578
	Iteration 169Q: 3 clusters Score -1.678969e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -16789754.000000 Penalty: 5663.267578
	Iteration 170Q: 3 clusters Score -1.678975e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 42497 members 
Entering Unmasked Estep 
Score: -16789868.000000 Penalty: 5663.267578
	Iteration 171Q: 3 clusters Score -1.678987e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -16790032.000000 Penalty: 5663.267578
	Iteration 172Q: 3 clusters Score -1.679003e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -16790068.000000 Penalty: 5663.267578
	Iteration 173Q: 3 clusters Score -1.679007e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -16790096.000000 Penalty: 5663.267578
	Iteration 174Q: 3 clusters Score -1.67901e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -16790120.000000 Penalty: 5663.267578
	Iteration 175Q: 3 clusters Score -1.679012e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -16790162.000000 Penalty: 5663.267578
	Iteration 176Q: 3 clusters Score -1.679016e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -16790164.000000 Penalty: 5663.267578
	Iteration 177Q: 3 clusters Score -1.679016e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 178Q: 3 clusters Score -1.679016e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 179Q: 3 clusters Score -1.679014e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -16790172.000000 Penalty: 5663.267578
	Iteration 180F: 3 clusters Score -1.679017e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -16790160.000000 Penalty: 5663.267578
	Iteration 181Q: 3 clusters Score -1.679016e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -16790144.000000 Penalty: 5663.267578
	Iteration 182Q: 3 clusters Score -1.679014e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -16790178.000000 Penalty: 5663.267578
	Iteration 183Q: 3 clusters Score -1.679018e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -16790190.000000 Penalty: 5663.267578
	Iteration 184Q: 3 clusters Score -1.679019e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -16790180.000000 Penalty: 5663.267578
	Iteration 185Q: 3 clusters Score -1.679018e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 186Q: 3 clusters Score -1.679016e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -16790162.000000 Penalty: 5663.267578
	Iteration 187Q: 3 clusters Score -1.679016e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -16790176.000000 Penalty: 5663.267578
	Iteration 188Q: 3 clusters Score -1.679018e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -16790146.000000 Penalty: 5663.267578
	Iteration 189Q: 3 clusters Score -1.679015e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -16790154.000000 Penalty: 5663.267578
	Iteration 190Q: 3 clusters Score -1.679015e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -16790152.000000 Penalty: 5663.267578
	Iteration 191Q: 3 clusters Score -1.679015e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -16790138.000000 Penalty: 5663.267578
	Iteration 192Q: 3 clusters Score -1.679014e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -16790144.000000 Penalty: 5663.267578
	Iteration 193Q: 3 clusters Score -1.679014e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 194Q: 3 clusters Score -1.679012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -16790118.000000 Penalty: 5663.267578
	Iteration 195Q: 3 clusters Score -1.679012e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -16790120.000000 Penalty: 5663.267578
	Iteration 196Q: 3 clusters Score -1.679012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -16790134.000000 Penalty: 5663.267578
	Iteration 197Q: 3 clusters Score -1.679013e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -16790112.000000 Penalty: 5663.267578
	Iteration 198Q: 3 clusters Score -1.679011e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790144.000000 Penalty: 5663.267578
	Iteration 199Q: 3 clusters Score -1.679014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -16790112.000000 Penalty: 5663.267578
	Iteration 200F: 3 clusters Score -1.679011e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47704 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -16790102.000000 Penalty: 5663.267578
	Iteration 201Q: 3 clusters Score -1.67901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 202Q: 3 clusters Score -1.679013e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47732 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -16790118.000000 Penalty: 5663.267578
	Iteration 203Q: 3 clusters Score -1.679012e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -16790112.000000 Penalty: 5663.267578
	Iteration 204Q: 3 clusters Score -1.679011e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -16790116.000000 Penalty: 5663.267578
	Iteration 205Q: 3 clusters Score -1.679012e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -16790110.000000 Penalty: 5663.267578
	Iteration 206Q: 3 clusters Score -1.679011e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -16790086.000000 Penalty: 5663.267578
	Iteration 207Q: 3 clusters Score -1.679009e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -16790098.000000 Penalty: 5663.267578
	Iteration 208Q: 3 clusters Score -1.67901e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16790096.000000 Penalty: 5663.267578
	Iteration 209Q: 3 clusters Score -1.67901e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -16790116.000000 Penalty: 5663.267578
	Iteration 210Q: 3 clusters Score -1.679012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -16790112.000000 Penalty: 5663.267578
	Iteration 211Q: 3 clusters Score -1.679011e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -16790124.000000 Penalty: 5663.267578
	Iteration 212Q: 3 clusters Score -1.679012e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47644 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -16790118.000000 Penalty: 5663.267578
	Iteration 213Q: 3 clusters Score -1.679012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -16790128.000000 Penalty: 5663.267578
	Iteration 214Q: 3 clusters Score -1.679013e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 215Q: 3 clusters Score -1.679012e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 216Q: 3 clusters Score -1.679013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -16790136.000000 Penalty: 5663.267578
	Iteration 217Q: 3 clusters Score -1.679014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -16790150.000000 Penalty: 5663.267578
	Iteration 218Q: 3 clusters Score -1.679015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 219Q: 3 clusters Score -1.679014e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -16790146.000000 Penalty: 5663.267578
	Iteration 220F: 3 clusters Score -1.679015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -16790144.000000 Penalty: 5663.267578
	Iteration 221Q: 3 clusters Score -1.679014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 222Q: 3 clusters Score -1.679012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -16790120.000000 Penalty: 5663.267578
	Iteration 223Q: 3 clusters Score -1.679012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -16790128.000000 Penalty: 5663.267578
	Iteration 224Q: 3 clusters Score -1.679013e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 225Q: 3 clusters Score -1.679014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47684 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -16790128.000000 Penalty: 5663.267578
	Iteration 226Q: 3 clusters Score -1.679013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -16790136.000000 Penalty: 5663.267578
	Iteration 227Q: 3 clusters Score -1.679014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -16790130.000000 Penalty: 5663.267578
	Iteration 228Q: 3 clusters Score -1.679013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 229Q: 3 clusters Score -1.679012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 230Q: 3 clusters Score -1.679013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16790118.000000 Penalty: 5663.267578
	Iteration 231Q: 3 clusters Score -1.679012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 232Q: 3 clusters Score -1.679013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47698 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 233Q: 3 clusters Score -1.679012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790120.000000 Penalty: 5663.267578
	Iteration 234Q: 3 clusters Score -1.679012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -16790124.000000 Penalty: 5663.267578
	Iteration 235Q: 3 clusters Score -1.679012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 236Q: 3 clusters Score -1.679013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790130.000000 Penalty: 5663.267578
	Iteration 237Q: 3 clusters Score -1.679013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -16790134.000000 Penalty: 5663.267578
	Iteration 238Q: 3 clusters Score -1.679013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790154.000000 Penalty: 5663.267578
	Iteration 239Q: 3 clusters Score -1.679015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -16790152.000000 Penalty: 5663.267578
	Iteration 240F: 3 clusters Score -1.679015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 241Q: 3 clusters Score -1.679014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47702 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -16790124.000000 Penalty: 5663.267578
	Iteration 242Q: 3 clusters Score -1.679012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -16790122.000000 Penalty: 5663.267578
	Iteration 243Q: 3 clusters Score -1.679012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -16790134.000000 Penalty: 5663.267578
	Iteration 244Q: 3 clusters Score -1.679013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -16790124.000000 Penalty: 5663.267578
	Iteration 245Q: 3 clusters Score -1.679012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 246Q: 3 clusters Score -1.679014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -16790136.000000 Penalty: 5663.267578
	Iteration 247Q: 3 clusters Score -1.679014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -16790138.000000 Penalty: 5663.267578
	Iteration 248Q: 3 clusters Score -1.679014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 249Q: 3 clusters Score -1.679014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -16790132.000000 Penalty: 5663.267578
	Iteration 250Q: 3 clusters Score -1.679013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -16790140.000000 Penalty: 5663.267578
	Iteration 251Q: 3 clusters Score -1.679014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -16790150.000000 Penalty: 5663.267578
	Iteration 252Q: 3 clusters Score -1.679015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -16790142.000000 Penalty: 5663.267578
	Iteration 253Q: 3 clusters Score -1.679014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -16790156.000000 Penalty: 5663.267578
	Iteration 254Q: 3 clusters Score -1.679016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -16790152.000000 Penalty: 5663.267578
	Iteration 255Q: 3 clusters Score -1.679015e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -16790148.000000 Penalty: 5663.267578
	Iteration 256Q: 3 clusters Score -1.679015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -16790128.000000 Penalty: 5663.267578
	Iteration 257Q: 3 clusters Score -1.679013e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 258Q: 3 clusters Score -1.679016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -16790154.000000 Penalty: 5663.267578
	Iteration 259Q: 3 clusters Score -1.679015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -16790160.000000 Penalty: 5663.267578
	Iteration 260F: 3 clusters Score -1.679016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -16790150.000000 Penalty: 5663.267578
	Iteration 261Q: 3 clusters Score -1.679015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 262Q: 3 clusters Score -1.679016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 263Q: 3 clusters Score -1.679016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -16790158.000000 Penalty: 5663.267578
	Iteration 264Q: 3 clusters Score -1.679016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -16790154.000000 Penalty: 5663.267578
	Iteration 265Q: 3 clusters Score -1.679015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -16790166.000000 Penalty: 5663.267578
	Iteration 266Q: 3 clusters Score -1.679017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -16790166.000000 Penalty: 5663.267578
	Iteration 267F: 3 clusters Score -1.679017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 14 contains 43258 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 47675 members 
Mstep: Class 20 contains 56271 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136993088.000000 Penalty: 73782.929688
Splitting cluster 19 changes total score from -136973552.000000 to -136993088.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 20 (56271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Entering Unmasked Estep 
Score: -10498809.000000 Penalty: 2712.607910
	Iteration 0F: 2 clusters Score -1.049881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -10469440.000000 Penalty: 5425.215820
	Iteration 0F: 3 clusters Score -1.046944e+07 nChanged 26034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -10483880.000000 Penalty: 5425.215820
	Iteration 1F: 3 clusters Score -1.048388e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -10484901.000000 Penalty: 5425.215820
	Iteration 2Q: 3 clusters Score -1.04849e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -10486553.000000 Penalty: 5425.215820
	Iteration 3F: 3 clusters Score -1.048655e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -10489196.000000 Penalty: 5425.215820
	Iteration 4F: 3 clusters Score -1.04892e+07 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -10492795.000000 Penalty: 5425.215820
	Iteration 5F: 3 clusters Score -1.04928e+07 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -10496709.000000 Penalty: 5425.215820
	Iteration 6F: 3 clusters Score -1.049671e+07 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -10499734.000000 Penalty: 5425.215820
	Iteration 7F: 3 clusters Score -1.049973e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -10501364.000000 Penalty: 5425.215820
	Iteration 8Q: 3 clusters Score -1.050136e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -10502080.000000 Penalty: 5425.215820
	Iteration 9Q: 3 clusters Score -1.050208e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -10502447.000000 Penalty: 5425.215820
	Iteration 10Q: 3 clusters Score -1.050245e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -10502607.000000 Penalty: 5425.215820
	Iteration 11Q: 3 clusters Score -1.050261e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -10502629.000000 Penalty: 5425.215820
	Iteration 12Q: 3 clusters Score -1.050263e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -10502502.000000 Penalty: 5425.215820
	Iteration 13Q: 3 clusters Score -1.05025e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -10502271.000000 Penalty: 5425.215820
	Iteration 14Q: 3 clusters Score -1.050227e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -10502174.000000 Penalty: 5425.215820
	Iteration 15Q: 3 clusters Score -1.050217e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -10502016.000000 Penalty: 5425.215820
	Iteration 16Q: 3 clusters Score -1.050202e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 50236 members 
Entering Unmasked Estep 
Score: -10501861.000000 Penalty: 5425.215820
	Iteration 17Q: 3 clusters Score -1.050186e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 50665 members 
Entering Unmasked Estep 
Score: -10501742.000000 Penalty: 5425.215820
	Iteration 18Q: 3 clusters Score -1.050174e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -10501673.000000 Penalty: 5425.215820
	Iteration 19Q: 3 clusters Score -1.050167e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 51350 members 
Entering Unmasked Estep 
Score: -10501608.000000 Penalty: 5425.215820
	Iteration 20F: 3 clusters Score -1.050161e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 51625 members 
Entering Unmasked Estep 
Score: -10501571.000000 Penalty: 5425.215820
	Iteration 21Q: 3 clusters Score -1.050157e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -10501534.000000 Penalty: 5425.215820
	Iteration 22Q: 3 clusters Score -1.050153e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -10501486.000000 Penalty: 5425.215820
	Iteration 23Q: 3 clusters Score -1.050149e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 52191 members 
Entering Unmasked Estep 
Score: -10501480.000000 Penalty: 5425.215820
	Iteration 24Q: 3 clusters Score -1.050148e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -10501494.000000 Penalty: 5425.215820
	Iteration 25Q: 3 clusters Score -1.050149e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 52412 members 
Entering Unmasked Estep 
Score: -10501469.000000 Penalty: 5425.215820
	Iteration 26Q: 3 clusters Score -1.050147e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 52473 members 
Entering Unmasked Estep 
Score: -10501503.000000 Penalty: 5425.215820
	Iteration 27Q: 3 clusters Score -1.05015e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -10501513.000000 Penalty: 5425.215820
	Iteration 28Q: 3 clusters Score -1.050151e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 52562 members 
Entering Unmasked Estep 
Score: -10501501.000000 Penalty: 5425.215820
	Iteration 29Q: 3 clusters Score -1.05015e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -10501489.000000 Penalty: 5425.215820
	Iteration 30Q: 3 clusters Score -1.050149e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -10501440.000000 Penalty: 5425.215820
	Iteration 31Q: 3 clusters Score -1.050144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 52614 members 
Entering Unmasked Estep 
Score: -10501445.000000 Penalty: 5425.215820
	Iteration 32Q: 3 clusters Score -1.050144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -10501426.000000 Penalty: 5425.215820
	Iteration 33Q: 3 clusters Score -1.050143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -10501441.000000 Penalty: 5425.215820
	Iteration 34Q: 3 clusters Score -1.050144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -10501441.000000 Penalty: 5425.215820
	Iteration 35Q: 3 clusters Score -1.050144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -10501451.000000 Penalty: 5425.215820
	Iteration 36Q: 3 clusters Score -1.050145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -10501457.000000 Penalty: 5425.215820
	Iteration 37Q: 3 clusters Score -1.050146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -10501442.000000 Penalty: 5425.215820
	Iteration 38Q: 3 clusters Score -1.050144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -10501444.000000 Penalty: 5425.215820
	Iteration 39Q: 3 clusters Score -1.050144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -10501440.000000 Penalty: 5425.215820
	Iteration 40F: 3 clusters Score -1.050144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -10501446.000000 Penalty: 5425.215820
	Iteration 41Q: 3 clusters Score -1.050145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 52623 members 
Entering Unmasked Estep 
Score: -10501447.000000 Penalty: 5425.215820
	Iteration 42Q: 3 clusters Score -1.050145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -10501441.000000 Penalty: 5425.215820
	Iteration 43Q: 3 clusters Score -1.050144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -10501441.000000 Penalty: 5425.215820
	Iteration 44Q: 3 clusters Score -1.050144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -10501441.000000 Penalty: 5425.215820
	Iteration 45F: 3 clusters Score -1.050144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 14 contains 43258 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 47675 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 52626 members 
Mstep: Class 22 contains 2712 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
Score: -136995024.000000 Penalty: 77136.703125
Splitting cluster 20 changes total score from -136973552.000000 to -136995024.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 22 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -456756.406250 Penalty: 1960.549561
	Iteration 0F: 2 clusters Score -456756.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -453759.843750 Penalty: 3921.099121
	Iteration 0F: 3 clusters Score -453759.8 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -454854.718750 Penalty: 3921.099121
	Iteration 1F: 3 clusters Score -454854.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -455430.625000 Penalty: 3921.099121
	Iteration 2F: 3 clusters Score -455430.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -455881.156250 Penalty: 3921.099121
	Iteration 3F: 3 clusters Score -455881.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -456316.312500 Penalty: 3921.099121
	Iteration 4F: 3 clusters Score -456316.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -456783.343750 Penalty: 3921.099121
	Iteration 5F: 3 clusters Score -456783.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -457162.500000 Penalty: 3921.099121
	Iteration 6F: 3 clusters Score -457162.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -457375.656250 Penalty: 3921.099121
	Iteration 7F: 3 clusters Score -457375.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -457503.250000 Penalty: 3921.099121
	Iteration 8Q: 3 clusters Score -457503.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -457570.437500 Penalty: 3921.099121
	Iteration 9Q: 3 clusters Score -457570.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -457607.937500 Penalty: 3921.099121
	Iteration 10Q: 3 clusters Score -457607.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -457635.656250 Penalty: 3921.099121
	Iteration 11Q: 3 clusters Score -457635.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -457652.218750 Penalty: 3921.099121
	Iteration 12Q: 3 clusters Score -457652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -457659.968750 Penalty: 3921.099121
	Iteration 13Q: 3 clusters Score -457660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -457672.156250 Penalty: 3921.099121
	Iteration 14Q: 3 clusters Score -457672.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -457679.281250 Penalty: 3921.099121
	Iteration 15Q: 3 clusters Score -457679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -457680.750000 Penalty: 3921.099121
	Iteration 16Q: 3 clusters Score -457680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -457681.062500 Penalty: 3921.099121
	Iteration 17Q: 3 clusters Score -457681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -457681.062500 Penalty: 3921.099121
	Iteration 18F: 3 clusters Score -457681.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 48623 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 8 contains 1198 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 14 contains 43258 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 47675 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 21 contains 52626 members 
Mstep: Class 22 contains 1241 members 
Mstep: Class 23 contains 47934 members 
Mstep: Class 24 contains 1471 members 
Entering Unmasked Estep 
Score: -136994560.000000 Penalty: 80490.468750
Splitting cluster 22 changes total score from -136973552.000000 to -136994560.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 23 (47934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Entering Unmasked Estep 
Score: -8970520.000000 Penalty: 2672.839844
	Iteration 0F: 2 clusters Score -8970520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8940660.000000 Penalty: 5345.679688
	Iteration 0F: 3 clusters Score -8940660 nChanged 22036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8952831.000000 Penalty: 5345.679688
	Iteration 1F: 3 clusters Score -8952831 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8953573.000000 Penalty: 5345.679688
	Iteration 2Q: 3 clusters Score -8953573 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -8954544.000000 Penalty: 5345.679688
	Iteration 3Q: 3 clusters Score -8954544 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -8956037.000000 Penalty: 5345.679688
	Iteration 4F: 3 clusters Score -8956037 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -8958203.000000 Penalty: 5345.679688
	Iteration 5F: 3 clusters Score -8958203 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -8961071.000000 Penalty: 5345.679688
	Iteration 6F: 3 clusters Score -8961071 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -8964298.000000 Penalty: 5345.679688
	Iteration 7F: 3 clusters Score -8964298 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -8966834.000000 Penalty: 5345.679688
	Iteration 8F: 3 clusters Score -8966834 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -8968382.000000 Penalty: 5345.679688
	Iteration 9Q: 3 clusters Score -8968382 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -8969087.000000 Penalty: 5345.679688
	Iteration 10Q: 3 clusters Score -8969087 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8969313.000000 Penalty: 5345.679688
	Iteration 11Q: 3 clusters Score -8969313 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8969291.000000 Penalty: 5345.679688
	Iteration 12Q: 3 clusters Score -8969291 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8969240.000000 Penalty: 5345.679688
	Iteration 13Q: 3 clusters Score -8969240 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8969156.000000 Penalty: 5345.679688
	Iteration 14Q: 3 clusters Score -8969156 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8969106.000000 Penalty: 5345.679688
	Iteration 15Q: 3 clusters Score -8969106 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8969049.000000 Penalty: 5345.679688
	Iteration 16Q: 3 clusters Score -8969049 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8969052.000000 Penalty: 5345.679688
	Iteration 17Q: 3 clusters Score -8969052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8969011.000000 Penalty: 5345.679688
	Iteration 18Q: 3 clusters Score -8969011 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8968974.000000 Penalty: 5345.679688
	Iteration 19Q: 3 clusters Score -8968974 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8968927.000000 Penalty: 5345.679688
	Iteration 20F: 3 clusters Score -8968927 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8968901.000000 Penalty: 5345.679688
	Iteration 21Q: 3 clusters Score -8968901 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46987 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8968902.000000 Penalty: 5345.679688
	Iteration 22Q: 3 clusters Score -8968902 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8968860.000000 Penalty: 5345.679688
	Iteration 23Q: 3 clusters Score -8968860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8968857.000000 Penalty: 5345.679688
	Iteration 24Q: 3 clusters Score -8968857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8968890.000000 Penalty: 5345.679688
	Iteration 25Q: 3 clusters Score -8968890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8968873.000000 Penalty: 5345.679688
	Iteration 26Q: 3 clusters Score -8968873 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8968870.000000 Penalty: 5345.679688
	Iteration 27Q: 3 clusters Score -8968870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8968873.000000 Penalty: 5345.679688
	Iteration 28Q: 3 clusters Score -8968873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8968883.000000 Penalty: 5345.679688
	Iteration 29Q: 3 clusters Score -8968883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47254 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8968876.000000 Penalty: 5345.679688
	Iteration 30Q: 3 clusters Score -8968876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8968880.000000 Penalty: 5345.679688
	Iteration 31Q: 3 clusters Score -8968880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8968894.000000 Penalty: 5345.679688
	Iteration 32Q: 3 clusters Score -8968894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47284 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8968883.000000 Penalty: 5345.679688
	Iteration 33Q: 3 clusters Score -8968883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8968886.000000 Penalty: 5345.679688
	Iteration 34Q: 3 clusters Score -8968886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8968890.000000 Penalty: 5345.679688
	Iteration 35Q: 3 clusters Score -8968890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47300 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8968880.000000 Penalty: 5345.679688
	Iteration 36Q: 3 clusters Score -8968880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8968882.000000 Penalty: 5345.679688
	Iteration 37Q: 3 clusters Score -8968882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8968881.000000 Penalty: 5345.679688
	Iteration 38Q: 3 clusters Score -8968881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8968883.000000 Penalty: 5345.679688
	Iteration 39Q: 3 clusters Score -8968883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8968885.000000 Penalty: 5345.679688
	Iteration 40F: 3 clusters Score -8968885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 3 contains 51781 members 
Mstep: Class 4 contains 67328 members 
Mstep: Class 5 contains 47287 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 20162 members 
Mstep: Class 9 contains 1502 members 
Mstep: Class 10 contains 50812 members 
Mstep: Class 13 contains 58743 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 44018 members 
Mstep: Class 17 contains 22919 members 
Mstep: Class 18 contains 50919 members 
Mstep: Class 19 contains 47675 members 
Mstep: Class 20 contains 3645 members 
Mstep: Class 22 contains 1241 members 
Mstep: Class 23 contains 47934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137009568.000000 Penalty: 80490.468750
Iteration 39Q: 25 clusters Score -1.370096e+08 nChanged 36825
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 63978 members 
Mstep: Class 2 contains 48271 members 
Mstep: Class 3 contains 49184 members 
Mstep: Class 4 contains 65939 members 
Mstep: Class 5 contains 47396 members 
Mstep: Class 6 contains 860 members 
Mstep: Class 7 contains 20225 members 
Mstep: Class 8 contains 1195 members 
Mstep: Class 9 contains 1824 members 
Mstep: Class 10 contains 50072 members 
Mstep: Class 11 contains 14988 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 62828 members 
Mstep: Class 14 contains 41672 members 
Mstep: Class 15 contains 572 members 
Mstep: Class 16 contains 43480 members 
Mstep: Class 17 contains 23447 members 
Mstep: Class 18 contains 50307 members 
Mstep: Class 19 contains 55760 members 
Mstep: Class 20 contains 4151 members 
Mstep: Class 21 contains 51032 members 
Mstep: Class 22 contains 1273 members 
Mstep: Class 23 contains 45903 members 
Mstep: Class 24 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137020016.000000 Penalty: 80490.468750
Iteration 40F: 25 clusters Score -1.3702e+08 nChanged 37385
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 59914 members 
Mstep: Class 2 contains 53638 members 
Mstep: Class 3 contains 45922 members 
Mstep: Class 4 contains 63520 members 
Mstep: Class 5 contains 46118 members 
Mstep: Class 6 contains 711 members 
Mstep: Class 7 contains 20302 members 
Mstep: Class 8 contains 1196 members 
Mstep: Class 9 contains 1970 members 
Mstep: Class 10 contains 48687 members 
Mstep: Class 11 contains 15519 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 64675 members 
Mstep: Class 14 contains 44736 members 
Mstep: Class 15 contains 703 members 
Mstep: Class 16 contains 42518 members 
Mstep: Class 17 contains 23742 members 
Mstep: Class 18 contains 48442 members 
Mstep: Class 19 contains 60800 members 
Mstep: Class 20 contains 4507 members 
Mstep: Class 21 contains 51393 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 43872 members 
Mstep: Class 24 contains 1663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137024864.000000 Penalty: 80490.468750
Iteration 41F: 25 clusters Score -1.370249e+08 nChanged 37127
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 56930 members 
Mstep: Class 2 contains 56577 members 
Mstep: Class 3 contains 44193 members 
Mstep: Class 4 contains 61233 members 
Mstep: Class 5 contains 45212 members 
Mstep: Class 6 contains 638 members 
Mstep: Class 7 contains 21075 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 47380 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 725 members 
Mstep: Class 13 contains 65778 members 
Mstep: Class 14 contains 48309 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 41569 members 
Mstep: Class 17 contains 24288 members 
Mstep: Class 18 contains 46992 members 
Mstep: Class 19 contains 63381 members 
Mstep: Class 20 contains 4848 members 
Mstep: Class 21 contains 51315 members 
Mstep: Class 22 contains 1284 members 
Mstep: Class 23 contains 42894 members 
Mstep: Class 24 contains 1744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137027248.000000 Penalty: 80490.468750
Iteration 42Q: 25 clusters Score -1.370272e+08 nChanged 35377
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 57359 members 
Mstep: Class 3 contains 43826 members 
Mstep: Class 4 contains 59265 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 596 members 
Mstep: Class 7 contains 21949 members 
Mstep: Class 8 contains 1193 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 16841 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 66615 members 
Mstep: Class 14 contains 52750 members 
Mstep: Class 15 contains 798 members 
Mstep: Class 16 contains 40770 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 46072 members 
Mstep: Class 19 contains 62648 members 
Mstep: Class 20 contains 5169 members 
Mstep: Class 21 contains 51071 members 
Mstep: Class 22 contains 1304 members 
Mstep: Class 23 contains 42617 members 
Mstep: Class 24 contains 1790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137028096.000000 Penalty: 80490.468750
Iteration 43Q: 25 clusters Score -1.370281e+08 nChanged 33067
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 53927 members 
Mstep: Class 2 contains 56252 members 
Mstep: Class 3 contains 44741 members 
Mstep: Class 4 contains 57665 members 
Mstep: Class 5 contains 44135 members 
Mstep: Class 6 contains 588 members 
Mstep: Class 7 contains 22760 members 
Mstep: Class 8 contains 1192 members 
Mstep: Class 9 contains 2116 members 
Mstep: Class 10 contains 46448 members 
Mstep: Class 11 contains 17573 members 
Mstep: Class 12 contains 733 members 
Mstep: Class 13 contains 67052 members 
Mstep: Class 14 contains 57795 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 40078 members 
Mstep: Class 17 contains 25558 members 
Mstep: Class 18 contains 45784 members 
Mstep: Class 19 contains 59275 members 
Mstep: Class 20 contains 5435 members 
Mstep: Class 21 contains 50756 members 
Mstep: Class 22 contains 1320 members 
Mstep: Class 23 contains 42760 members 
Mstep: Class 24 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137033664.000000 Penalty: 80490.468750
Iteration 44Q: 25 clusters Score -1.370337e+08 nChanged 29571
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 54229 members 
Mstep: Class 3 contains 46595 members 
Mstep: Class 4 contains 56392 members 
Mstep: Class 5 contains 43886 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 23356 members 
Mstep: Class 8 contains 1190 members 
Mstep: Class 9 contains 2129 members 
Mstep: Class 10 contains 46445 members 
Mstep: Class 11 contains 18332 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 67118 members 
Mstep: Class 14 contains 62686 members 
Mstep: Class 15 contains 788 members 
Mstep: Class 16 contains 39486 members 
Mstep: Class 17 contains 26251 members 
Mstep: Class 18 contains 45692 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 5675 members 
Mstep: Class 21 contains 50493 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 43132 members 
Mstep: Class 24 contains 1852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137040992.000000 Penalty: 80490.468750
Iteration 45Q: 25 clusters Score -1.37041e+08 nChanged 25375
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 51850 members 
Mstep: Class 3 contains 48971 members 
Mstep: Class 4 contains 55310 members 
Mstep: Class 5 contains 43661 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 23759 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2141 members 
Mstep: Class 10 contains 46467 members 
Mstep: Class 11 contains 19075 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 66845 members 
Mstep: Class 14 contains 66405 members 
Mstep: Class 15 contains 784 members 
Mstep: Class 16 contains 38945 members 
Mstep: Class 17 contains 27011 members 
Mstep: Class 18 contains 45863 members 
Mstep: Class 19 contains 51301 members 
Mstep: Class 20 contains 5887 members 
Mstep: Class 21 contains 50231 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 43479 members 
Mstep: Class 24 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137047840.000000 Penalty: 80490.468750
Iteration 46Q: 25 clusters Score -1.370478e+08 nChanged 21442
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 50203 members 
Mstep: Class 3 contains 50936 members 
Mstep: Class 4 contains 54165 members 
Mstep: Class 5 contains 43421 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 24061 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2152 members 
Mstep: Class 10 contains 46401 members 
Mstep: Class 11 contains 19813 members 
Mstep: Class 12 contains 738 members 
Mstep: Class 13 contains 66349 members 
Mstep: Class 14 contains 68255 members 
Mstep: Class 15 contains 785 members 
Mstep: Class 16 contains 38491 members 
Mstep: Class 17 contains 27730 members 
Mstep: Class 18 contains 45953 members 
Mstep: Class 19 contains 49739 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 50000 members 
Mstep: Class 22 contains 1326 members 
Mstep: Class 23 contains 43776 members 
Mstep: Class 24 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137052320.000000 Penalty: 80490.468750
Iteration 47Q: 25 clusters Score -1.370523e+08 nChanged 18567
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 49015 members 
Mstep: Class 3 contains 52631 members 
Mstep: Class 4 contains 53109 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 24295 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2158 members 
Mstep: Class 10 contains 46225 members 
Mstep: Class 11 contains 20517 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 65906 members 
Mstep: Class 14 contains 68644 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 38110 members 
Mstep: Class 17 contains 28381 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 49422 members 
Mstep: Class 20 contains 6253 members 
Mstep: Class 21 contains 49856 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 44114 members 
Mstep: Class 24 contains 1929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137055872.000000 Penalty: 80490.468750
Iteration 48Q: 25 clusters Score -1.370559e+08 nChanged 16579
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 48006 members 
Mstep: Class 3 contains 53946 members 
Mstep: Class 4 contains 52221 members 
Mstep: Class 5 contains 42977 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 24544 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2166 members 
Mstep: Class 10 contains 46133 members 
Mstep: Class 11 contains 21210 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 65563 members 
Mstep: Class 14 contains 68387 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 37875 members 
Mstep: Class 17 contains 28915 members 
Mstep: Class 18 contains 46223 members 
Mstep: Class 19 contains 49480 members 
Mstep: Class 20 contains 6380 members 
Mstep: Class 21 contains 49657 members 
Mstep: Class 22 contains 1326 members 
Mstep: Class 23 contains 44427 members 
Mstep: Class 24 contains 1968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137058176.000000 Penalty: 80490.468750
Iteration 49Q: 25 clusters Score -1.370582e+08 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 47396 members 
Mstep: Class 3 contains 54900 members 
Mstep: Class 4 contains 51505 members 
Mstep: Class 5 contains 42788 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 24737 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2172 members 
Mstep: Class 10 contains 46024 members 
Mstep: Class 11 contains 21906 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 65235 members 
Mstep: Class 14 contains 67714 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 29385 members 
Mstep: Class 18 contains 46366 members 
Mstep: Class 19 contains 49751 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 49491 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 44659 members 
Mstep: Class 24 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137061200.000000 Penalty: 80490.468750
Iteration 50Q: 25 clusters Score -1.370612e+08 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 47024 members 
Mstep: Class 3 contains 55695 members 
Mstep: Class 4 contains 51065 members 
Mstep: Class 5 contains 42702 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 24899 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2171 members 
Mstep: Class 10 contains 45980 members 
Mstep: Class 11 contains 22599 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 64851 members 
Mstep: Class 14 contains 66707 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 37489 members 
Mstep: Class 17 contains 29750 members 
Mstep: Class 18 contains 46520 members 
Mstep: Class 19 contains 50166 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 44904 members 
Mstep: Class 24 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137063200.000000 Penalty: 80490.468750
Iteration 51Q: 25 clusters Score -1.370632e+08 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 46876 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 50826 members 
Mstep: Class 5 contains 42557 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25047 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 45927 members 
Mstep: Class 11 contains 23332 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 64438 members 
Mstep: Class 14 contains 65686 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 37291 members 
Mstep: Class 17 contains 30015 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 50425 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 49238 members 
Mstep: Class 22 contains 1329 members 
Mstep: Class 23 contains 45272 members 
Mstep: Class 24 contains 2033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137064224.000000 Penalty: 80490.468750
Iteration 52Q: 25 clusters Score -1.370642e+08 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 46870 members 
Mstep: Class 3 contains 56549 members 
Mstep: Class 4 contains 50728 members 
Mstep: Class 5 contains 42353 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25168 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2172 members 
Mstep: Class 10 contains 45941 members 
Mstep: Class 11 contains 24114 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 64001 members 
Mstep: Class 14 contains 64727 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 37110 members 
Mstep: Class 17 contains 30213 members 
Mstep: Class 18 contains 46782 members 
Mstep: Class 19 contains 50570 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 49224 members 
Mstep: Class 22 contains 1327 members 
Mstep: Class 23 contains 45596 members 
Mstep: Class 24 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137065824.000000 Penalty: 80490.468750
Iteration 53Q: 25 clusters Score -1.370658e+08 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50946 members 
Mstep: Class 2 contains 46922 members 
Mstep: Class 3 contains 56767 members 
Mstep: Class 4 contains 50709 members 
Mstep: Class 5 contains 42088 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25323 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2176 members 
Mstep: Class 10 contains 45947 members 
Mstep: Class 11 contains 24915 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 63634 members 
Mstep: Class 14 contains 63811 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 36950 members 
Mstep: Class 17 contains 30392 members 
Mstep: Class 18 contains 46860 members 
Mstep: Class 19 contains 50677 members 
Mstep: Class 20 contains 6710 members 
Mstep: Class 21 contains 49219 members 
Mstep: Class 22 contains 1324 members 
Mstep: Class 23 contains 45811 members 
Mstep: Class 24 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137067680.000000 Penalty: 80490.468750
Iteration 54Q: 25 clusters Score -1.370677e+08 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 47023 members 
Mstep: Class 3 contains 56778 members 
Mstep: Class 4 contains 50803 members 
Mstep: Class 5 contains 41814 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25508 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2181 members 
Mstep: Class 10 contains 45963 members 
Mstep: Class 11 contains 25769 members 
Mstep: Class 12 contains 739 members 
Mstep: Class 13 contains 63251 members 
Mstep: Class 14 contains 62884 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 36823 members 
Mstep: Class 17 contains 30531 members 
Mstep: Class 18 contains 46885 members 
Mstep: Class 19 contains 50787 members 
Mstep: Class 20 contains 6763 members 
Mstep: Class 21 contains 49251 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 45985 members 
Mstep: Class 24 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137069136.000000 Penalty: 80490.468750
Iteration 55Q: 25 clusters Score -1.370691e+08 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 47325 members 
Mstep: Class 3 contains 56670 members 
Mstep: Class 4 contains 50892 members 
Mstep: Class 5 contains 41567 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25688 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 10 contains 45881 members 
Mstep: Class 11 contains 26624 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 62941 members 
Mstep: Class 14 contains 61977 members 
Mstep: Class 15 contains 783 members 
Mstep: Class 16 contains 36734 members 
Mstep: Class 17 contains 30652 members 
Mstep: Class 18 contains 46883 members 
Mstep: Class 19 contains 50887 members 
Mstep: Class 20 contains 6822 members 
Mstep: Class 21 contains 49217 members 
Mstep: Class 22 contains 1321 members 
Mstep: Class 23 contains 46149 members 
Mstep: Class 24 contains 2107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137070160.000000 Penalty: 80490.468750
Iteration 56Q: 25 clusters Score -1.370702e+08 nChanged 10257
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 47633 members 
Mstep: Class 3 contains 56406 members 
Mstep: Class 4 contains 51012 members 
Mstep: Class 5 contains 41359 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25828 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 45862 members 
Mstep: Class 11 contains 27483 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 62675 members 
Mstep: Class 14 contains 61111 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 36630 members 
Mstep: Class 17 contains 30749 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 50939 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 49176 members 
Mstep: Class 22 contains 1319 members 
Mstep: Class 23 contains 46276 members 
Mstep: Class 24 contains 2120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137071328.000000 Penalty: 80490.468750
Iteration 57Q: 25 clusters Score -1.370713e+08 nChanged 9863
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 48031 members 
Mstep: Class 3 contains 56052 members 
Mstep: Class 4 contains 51144 members 
Mstep: Class 5 contains 41135 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 25983 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 45896 members 
Mstep: Class 11 contains 28369 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 62296 members 
Mstep: Class 14 contains 60306 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 36499 members 
Mstep: Class 17 contains 30827 members 
Mstep: Class 18 contains 46873 members 
Mstep: Class 19 contains 50945 members 
Mstep: Class 20 contains 6917 members 
Mstep: Class 21 contains 49155 members 
Mstep: Class 22 contains 1316 members 
Mstep: Class 23 contains 46454 members 
Mstep: Class 24 contains 2130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137072192.000000 Penalty: 80490.468750
Iteration 58Q: 25 clusters Score -1.370722e+08 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 48436 members 
Mstep: Class 3 contains 55722 members 
Mstep: Class 4 contains 51255 members 
Mstep: Class 5 contains 40906 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 26127 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 45829 members 
Mstep: Class 11 contains 29248 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 61946 members 
Mstep: Class 14 contains 59490 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 36382 members 
Mstep: Class 17 contains 30858 members 
Mstep: Class 18 contains 46826 members 
Mstep: Class 19 contains 51089 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 49102 members 
Mstep: Class 22 contains 1316 members 
Mstep: Class 23 contains 46644 members 
Mstep: Class 24 contains 2137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137072560.000000 Penalty: 80490.468750
Iteration 59Q: 25 clusters Score -1.370726e+08 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 48793 members 
Mstep: Class 3 contains 55260 members 
Mstep: Class 4 contains 51383 members 
Mstep: Class 5 contains 40711 members 
Mstep: Class 6 contains 585 members 
Mstep: Class 7 contains 26310 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2194 members 
Mstep: Class 10 contains 45843 members 
Mstep: Class 11 contains 30144 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 61651 members 
Mstep: Class 14 contains 58717 members 
Mstep: Class 15 contains 782 members 
Mstep: Class 16 contains 36264 members 
Mstep: Class 17 contains 30877 members 
Mstep: Class 18 contains 46858 members 
Mstep: Class 19 contains 51127 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 49120 members 
Mstep: Class 22 contains 1314 members 
Mstep: Class 23 contains 46783 members 
Mstep: Class 24 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137073968.000000 Penalty: 80490.468750
Iteration 60F: 25 clusters Score -1.37074e+08 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 48968 members 
Mstep: Class 3 contains 54910 members 
Mstep: Class 4 contains 51499 members 
Mstep: Class 5 contains 40531 members 
Mstep: Class 6 contains 567 members 
Mstep: Class 7 contains 26499 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2195 members 
Mstep: Class 10 contains 45780 members 
Mstep: Class 11 contains 31090 members 
Mstep: Class 12 contains 741 members 
Mstep: Class 13 contains 61416 members 
Mstep: Class 14 contains 58497 members 
Mstep: Class 15 contains 802 members 
Mstep: Class 16 contains 36131 members 
Mstep: Class 17 contains 30858 members 
Mstep: Class 18 contains 46828 members 
Mstep: Class 19 contains 50785 members 
Mstep: Class 20 contains 7017 members 
Mstep: Class 21 contains 49190 members 
Mstep: Class 22 contains 1314 members 
Mstep: Class 23 contains 46825 members 
Mstep: Class 24 contains 2146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137075760.000000 Penalty: 80490.468750
Iteration 61Q: 25 clusters Score -1.370758e+08 nChanged 9379
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 49096 members 
Mstep: Class 3 contains 54519 members 
Mstep: Class 4 contains 51614 members 
Mstep: Class 5 contains 40387 members 
Mstep: Class 6 contains 558 members 
Mstep: Class 7 contains 26673 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 32107 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 61167 members 
Mstep: Class 14 contains 57998 members 
Mstep: Class 15 contains 809 members 
Mstep: Class 16 contains 36022 members 
Mstep: Class 17 contains 30837 members 
Mstep: Class 18 contains 46787 members 
Mstep: Class 19 contains 50733 members 
Mstep: Class 20 contains 7040 members 
Mstep: Class 21 contains 49284 members 
Mstep: Class 22 contains 1316 members 
Mstep: Class 23 contains 46783 members 
Mstep: Class 24 contains 2147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137076608.000000 Penalty: 80490.468750
Iteration 62Q: 25 clusters Score -1.370766e+08 nChanged 9274
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50792 members 
Mstep: Class 2 contains 49192 members 
Mstep: Class 3 contains 54071 members 
Mstep: Class 4 contains 51675 members 
Mstep: Class 5 contains 40295 members 
Mstep: Class 6 contains 548 members 
Mstep: Class 7 contains 26820 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2191 members 
Mstep: Class 10 contains 45803 members 
Mstep: Class 11 contains 33168 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 60962 members 
Mstep: Class 14 contains 57452 members 
Mstep: Class 15 contains 817 members 
Mstep: Class 16 contains 35897 members 
Mstep: Class 17 contains 30839 members 
Mstep: Class 18 contains 46784 members 
Mstep: Class 19 contains 50665 members 
Mstep: Class 20 contains 7057 members 
Mstep: Class 21 contains 49351 members 
Mstep: Class 22 contains 1318 members 
Mstep: Class 23 contains 46780 members 
Mstep: Class 24 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137077936.000000 Penalty: 80490.468750
Iteration 63Q: 25 clusters Score -1.370779e+08 nChanged 9001
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 49200 members 
Mstep: Class 3 contains 53711 members 
Mstep: Class 4 contains 51736 members 
Mstep: Class 5 contains 40224 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 26969 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 45812 members 
Mstep: Class 11 contains 34307 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 60743 members 
Mstep: Class 14 contains 56883 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 35756 members 
Mstep: Class 17 contains 30822 members 
Mstep: Class 18 contains 46740 members 
Mstep: Class 19 contains 50636 members 
Mstep: Class 20 contains 7076 members 
Mstep: Class 21 contains 49439 members 
Mstep: Class 22 contains 1319 members 
Mstep: Class 23 contains 46712 members 
Mstep: Class 24 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137078928.000000 Penalty: 80490.468750
Iteration 64Q: 25 clusters Score -1.370789e+08 nChanged 8798
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 49122 members 
Mstep: Class 3 contains 53375 members 
Mstep: Class 4 contains 51811 members 
Mstep: Class 5 contains 40181 members 
Mstep: Class 6 contains 539 members 
Mstep: Class 7 contains 27100 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2197 members 
Mstep: Class 10 contains 45776 members 
Mstep: Class 11 contains 35539 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 60496 members 
Mstep: Class 14 contains 56282 members 
Mstep: Class 15 contains 817 members 
Mstep: Class 16 contains 35642 members 
Mstep: Class 17 contains 30783 members 
Mstep: Class 18 contains 46744 members 
Mstep: Class 19 contains 50632 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 49472 members 
Mstep: Class 22 contains 1320 members 
Mstep: Class 23 contains 46753 members 
Mstep: Class 24 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137079920.000000 Penalty: 80490.468750
Iteration 65Q: 25 clusters Score -1.370799e+08 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 49070 members 
Mstep: Class 3 contains 53106 members 
Mstep: Class 4 contains 51904 members 
Mstep: Class 5 contains 40117 members 
Mstep: Class 6 contains 537 members 
Mstep: Class 7 contains 27204 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 45736 members 
Mstep: Class 11 contains 36843 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 60238 members 
Mstep: Class 14 contains 55773 members 
Mstep: Class 15 contains 817 members 
Mstep: Class 16 contains 35538 members 
Mstep: Class 17 contains 30720 members 
Mstep: Class 18 contains 46730 members 
Mstep: Class 19 contains 50589 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 49512 members 
Mstep: Class 22 contains 1322 members 
Mstep: Class 23 contains 46696 members 
Mstep: Class 24 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137081088.000000 Penalty: 80490.468750
Iteration 66Q: 25 clusters Score -1.370811e+08 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 48962 members 
Mstep: Class 3 contains 52924 members 
Mstep: Class 4 contains 51944 members 
Mstep: Class 5 contains 40034 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27261 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 38176 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 59927 members 
Mstep: Class 14 contains 55287 members 
Mstep: Class 15 contains 816 members 
Mstep: Class 16 contains 35433 members 
Mstep: Class 17 contains 30627 members 
Mstep: Class 18 contains 46748 members 
Mstep: Class 19 contains 50530 members 
Mstep: Class 20 contains 7123 members 
Mstep: Class 21 contains 49533 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46731 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137082304.000000 Penalty: 80490.468750
Iteration 67Q: 25 clusters Score -1.370823e+08 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 48945 members 
Mstep: Class 3 contains 52794 members 
Mstep: Class 4 contains 51930 members 
Mstep: Class 5 contains 39902 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27302 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 45719 members 
Mstep: Class 11 contains 39610 members 
Mstep: Class 12 contains 757 members 
Mstep: Class 13 contains 59488 members 
Mstep: Class 14 contains 54826 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 35365 members 
Mstep: Class 17 contains 30549 members 
Mstep: Class 18 contains 46762 members 
Mstep: Class 19 contains 50415 members 
Mstep: Class 20 contains 7125 members 
Mstep: Class 21 contains 49622 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46718 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137083792.000000 Penalty: 80490.468750
Iteration 68Q: 25 clusters Score -1.370838e+08 nChanged 8067
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 48998 members 
Mstep: Class 3 contains 52665 members 
Mstep: Class 4 contains 51875 members 
Mstep: Class 5 contains 39743 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27241 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 45685 members 
Mstep: Class 11 contains 41089 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 59038 members 
Mstep: Class 14 contains 54378 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 35287 members 
Mstep: Class 17 contains 30485 members 
Mstep: Class 18 contains 46766 members 
Mstep: Class 19 contains 50352 members 
Mstep: Class 20 contains 7140 members 
Mstep: Class 21 contains 49698 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46685 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137084608.000000 Penalty: 80490.468750
Iteration 69Q: 25 clusters Score -1.370846e+08 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 49001 members 
Mstep: Class 3 contains 52611 members 
Mstep: Class 4 contains 51831 members 
Mstep: Class 5 contains 39611 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27190 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 45616 members 
Mstep: Class 11 contains 42617 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58632 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 35210 members 
Mstep: Class 17 contains 30420 members 
Mstep: Class 18 contains 46696 members 
Mstep: Class 19 contains 50274 members 
Mstep: Class 20 contains 7155 members 
Mstep: Class 21 contains 49723 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46640 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137085968.000000 Penalty: 80490.468750
Iteration 70Q: 25 clusters Score -1.37086e+08 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50279 members 
Mstep: Class 2 contains 48967 members 
Mstep: Class 3 contains 52529 members 
Mstep: Class 4 contains 51792 members 
Mstep: Class 5 contains 39510 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27150 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 45541 members 
Mstep: Class 11 contains 44040 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58338 members 
Mstep: Class 14 contains 53604 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 35130 members 
Mstep: Class 17 contains 30333 members 
Mstep: Class 18 contains 46605 members 
Mstep: Class 19 contains 50169 members 
Mstep: Class 20 contains 7175 members 
Mstep: Class 21 contains 49745 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46679 members 
Mstep: Class 24 contains 2151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137087360.000000 Penalty: 80490.468750
Iteration 71Q: 25 clusters Score -1.370874e+08 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 48955 members 
Mstep: Class 3 contains 52444 members 
Mstep: Class 4 contains 51778 members 
Mstep: Class 5 contains 39417 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 27060 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2204 members 
Mstep: Class 10 contains 45455 members 
Mstep: Class 11 contains 45354 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58216 members 
Mstep: Class 14 contains 53279 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 35048 members 
Mstep: Class 17 contains 30269 members 
Mstep: Class 18 contains 46510 members 
Mstep: Class 19 contains 50046 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 49772 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46649 members 
Mstep: Class 24 contains 2150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137087776.000000 Penalty: 80490.468750
Iteration 72Q: 25 clusters Score -1.370878e+08 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 48912 members 
Mstep: Class 3 contains 52323 members 
Mstep: Class 4 contains 51727 members 
Mstep: Class 5 contains 39318 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26973 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 45423 members 
Mstep: Class 11 contains 46550 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58154 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34947 members 
Mstep: Class 17 contains 30206 members 
Mstep: Class 18 contains 46477 members 
Mstep: Class 19 contains 49959 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 49777 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46613 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137087792.000000 Penalty: 80490.468750
Iteration 73Q: 25 clusters Score -1.370878e+08 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 48886 members 
Mstep: Class 3 contains 52209 members 
Mstep: Class 4 contains 51667 members 
Mstep: Class 5 contains 39231 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26872 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2202 members 
Mstep: Class 10 contains 45389 members 
Mstep: Class 11 contains 47601 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58229 members 
Mstep: Class 14 contains 52662 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34858 members 
Mstep: Class 17 contains 30178 members 
Mstep: Class 18 contains 46484 members 
Mstep: Class 19 contains 49911 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 49764 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46567 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088160.000000 Penalty: 80490.468750
Iteration 74Q: 25 clusters Score -1.370882e+08 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 48980 members 
Mstep: Class 3 contains 52051 members 
Mstep: Class 4 contains 51591 members 
Mstep: Class 5 contains 39156 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26769 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2206 members 
Mstep: Class 10 contains 45344 members 
Mstep: Class 11 contains 48480 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58357 members 
Mstep: Class 14 contains 52367 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34750 members 
Mstep: Class 17 contains 30152 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 49842 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 49750 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46511 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137087984.000000 Penalty: 80490.468750
Iteration 75Q: 25 clusters Score -1.37088e+08 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 49113 members 
Mstep: Class 3 contains 51975 members 
Mstep: Class 4 contains 51474 members 
Mstep: Class 5 contains 39103 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26665 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 49208 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58497 members 
Mstep: Class 14 contains 52096 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34645 members 
Mstep: Class 17 contains 30129 members 
Mstep: Class 18 contains 46451 members 
Mstep: Class 19 contains 49754 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 49739 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46461 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088528.000000 Penalty: 80490.468750
Iteration 76Q: 25 clusters Score -1.370885e+08 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 49258 members 
Mstep: Class 3 contains 51885 members 
Mstep: Class 4 contains 51360 members 
Mstep: Class 5 contains 39027 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26519 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 49735 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58724 members 
Mstep: Class 14 contains 51888 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34554 members 
Mstep: Class 17 contains 30100 members 
Mstep: Class 18 contains 46424 members 
Mstep: Class 19 contains 49685 members 
Mstep: Class 20 contains 7174 members 
Mstep: Class 21 contains 49753 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46417 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088864.000000 Penalty: 80490.468750
Iteration 77Q: 25 clusters Score -1.370889e+08 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49869 members 
Mstep: Class 2 contains 49338 members 
Mstep: Class 3 contains 51847 members 
Mstep: Class 4 contains 51310 members 
Mstep: Class 5 contains 38956 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26378 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2201 members 
Mstep: Class 10 contains 45199 members 
Mstep: Class 11 contains 50159 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 58949 members 
Mstep: Class 14 contains 51743 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34456 members 
Mstep: Class 17 contains 30078 members 
Mstep: Class 18 contains 46387 members 
Mstep: Class 19 contains 49609 members 
Mstep: Class 20 contains 7155 members 
Mstep: Class 21 contains 49766 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46394 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088800.000000 Penalty: 80490.468750
Iteration 78Q: 25 clusters Score -1.370888e+08 nChanged 5674
Entering ConstructFrom: 
Score: -137088800.000000 Penalty: 80490.468750
Entering ConstructFrom: 
Trying to split cluster 1 (49922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Entering Unmasked Estep 
Score: -9500775.000000 Penalty: 2682.917969
	Iteration 0F: 2 clusters Score -9500775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9471989.000000 Penalty: 5365.835938
	Iteration 0F: 3 clusters Score -9471989 nChanged 23036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -9484744.000000 Penalty: 5365.835938
	Iteration 1F: 3 clusters Score -9484744 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -9485390.000000 Penalty: 5365.835938
	Iteration 2Q: 3 clusters Score -9485390 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -9486082.000000 Penalty: 5365.835938
	Iteration 3Q: 3 clusters Score -9486082 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -9486957.000000 Penalty: 5365.835938
	Iteration 4Q: 3 clusters Score -9486957 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -9488141.000000 Penalty: 5365.835938
	Iteration 5F: 3 clusters Score -9488141 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -9489874.000000 Penalty: 5365.835938
	Iteration 6F: 3 clusters Score -9489874 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -9492156.000000 Penalty: 5365.835938
	Iteration 7F: 3 clusters Score -9492156 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -9494387.000000 Penalty: 5365.835938
	Iteration 8F: 3 clusters Score -9494387 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -9496488.000000 Penalty: 5365.835938
	Iteration 9F: 3 clusters Score -9496488 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9497702.000000 Penalty: 5365.835938
	Iteration 10Q: 3 clusters Score -9497702 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -9498432.000000 Penalty: 5365.835938
	Iteration 11Q: 3 clusters Score -9498432 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -9498690.000000 Penalty: 5365.835938
	Iteration 12Q: 3 clusters Score -9498690 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9498770.000000 Penalty: 5365.835938
	Iteration 13Q: 3 clusters Score -9498770 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 48593 members 
Entering Unmasked Estep 
Score: -9498772.000000 Penalty: 5365.835938
	Iteration 14Q: 3 clusters Score -9498772 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -9498804.000000 Penalty: 5365.835938
	Iteration 15Q: 3 clusters Score -9498804 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -9498798.000000 Penalty: 5365.835938
	Iteration 16Q: 3 clusters Score -9498798 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9498787.000000 Penalty: 5365.835938
	Iteration 17Q: 3 clusters Score -9498787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -9498846.000000 Penalty: 5365.835938
	Iteration 18Q: 3 clusters Score -9498846 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -9498843.000000 Penalty: 5365.835938
	Iteration 19Q: 3 clusters Score -9498843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -9498828.000000 Penalty: 5365.835938
	Iteration 20F: 3 clusters Score -9498828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9498826.000000 Penalty: 5365.835938
	Iteration 21Q: 3 clusters Score -9498826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -9498830.000000 Penalty: 5365.835938
	Iteration 22Q: 3 clusters Score -9498830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -9498817.000000 Penalty: 5365.835938
	Iteration 23Q: 3 clusters Score -9498817 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -9498810.000000 Penalty: 5365.835938
	Iteration 24Q: 3 clusters Score -9498810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 49403 members 
Entering Unmasked Estep 
Score: -9498804.000000 Penalty: 5365.835938
	Iteration 25Q: 3 clusters Score -9498804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -9498806.000000 Penalty: 5365.835938
	Iteration 26Q: 3 clusters Score -9498806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -9498799.000000 Penalty: 5365.835938
	Iteration 27Q: 3 clusters Score -9498799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -9498804.000000 Penalty: 5365.835938
	Iteration 28Q: 3 clusters Score -9498804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 49412 members 
Entering Unmasked Estep 
Score: -9498807.000000 Penalty: 5365.835938
	Iteration 29Q: 3 clusters Score -9498807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -9498805.000000 Penalty: 5365.835938
	Iteration 30Q: 3 clusters Score -9498805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9498808.000000 Penalty: 5365.835938
	Iteration 31Q: 3 clusters Score -9498808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9498806.000000 Penalty: 5365.835938
	Iteration 32Q: 3 clusters Score -9498806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9498803.000000 Penalty: 5365.835938
	Iteration 33Q: 3 clusters Score -9498803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9498803.000000 Penalty: 5365.835938
	Iteration 34F: 3 clusters Score -9498803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Entering Unmasked Estep 
Score: -9327878.000000 Penalty: 2680.572021
	Iteration 0F: 2 clusters Score -9327878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -9297842.000000 Penalty: 5361.144043
	Iteration 0F: 3 clusters Score -9297842 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -9310363.000000 Penalty: 5361.144043
	Iteration 1F: 3 clusters Score -9310363 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -9311231.000000 Penalty: 5361.144043
	Iteration 2Q: 3 clusters Score -9311231 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -9312291.000000 Penalty: 5361.144043
	Iteration 3F: 3 clusters Score -9312291 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -9313845.000000 Penalty: 5361.144043
	Iteration 4F: 3 clusters Score -9313845 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -9315988.000000 Penalty: 5361.144043
	Iteration 5F: 3 clusters Score -9315988 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -9318639.000000 Penalty: 5361.144043
	Iteration 6F: 3 clusters Score -9318639 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -9321137.000000 Penalty: 5361.144043
	Iteration 7F: 3 clusters Score -9321137 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9323206.000000 Penalty: 5361.144043
	Iteration 8Q: 3 clusters Score -9323206 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -9324558.000000 Penalty: 5361.144043
	Iteration 9Q: 3 clusters Score -9324558 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -9325260.000000 Penalty: 5361.144043
	Iteration 10Q: 3 clusters Score -9325260 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -9325661.000000 Penalty: 5361.144043
	Iteration 11Q: 3 clusters Score -9325661 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -9325771.000000 Penalty: 5361.144043
	Iteration 12Q: 3 clusters Score -9325771 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -9325862.000000 Penalty: 5361.144043
	Iteration 13Q: 3 clusters Score -9325862 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9325891.000000 Penalty: 5361.144043
	Iteration 14Q: 3 clusters Score -9325891 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9325836.000000 Penalty: 5361.144043
	Iteration 15Q: 3 clusters Score -9325836 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9325836.000000 Penalty: 5361.144043
	Iteration 16Q: 3 clusters Score -9325836 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9325844.000000 Penalty: 5361.144043
	Iteration 17Q: 3 clusters Score -9325844 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9325840.000000 Penalty: 5361.144043
	Iteration 18Q: 3 clusters Score -9325840 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9325808.000000 Penalty: 5361.144043
	Iteration 19Q: 3 clusters Score -9325808 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9325803.000000 Penalty: 5361.144043
	Iteration 20F: 3 clusters Score -9325803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9325806.000000 Penalty: 5361.144043
	Iteration 21Q: 3 clusters Score -9325806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48975 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9325838.000000 Penalty: 5361.144043
	Iteration 22Q: 3 clusters Score -9325838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9325808.000000 Penalty: 5361.144043
	Iteration 23Q: 3 clusters Score -9325808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9325796.000000 Penalty: 5361.144043
	Iteration 24Q: 3 clusters Score -9325796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9325803.000000 Penalty: 5361.144043
	Iteration 25Q: 3 clusters Score -9325803 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49036 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9325796.000000 Penalty: 5361.144043
	Iteration 26Q: 3 clusters Score -9325796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9325801.000000 Penalty: 5361.144043
	Iteration 27Q: 3 clusters Score -9325801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9325795.000000 Penalty: 5361.144043
	Iteration 28Q: 3 clusters Score -9325795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9325793.000000 Penalty: 5361.144043
	Iteration 29Q: 3 clusters Score -9325793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9325793.000000 Penalty: 5361.144043
	Iteration 30Q: 3 clusters Score -9325793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9325800.000000 Penalty: 5361.144043
	Iteration 31Q: 3 clusters Score -9325800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9325798.000000 Penalty: 5361.144043
	Iteration 32Q: 3 clusters Score -9325798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9325804.000000 Penalty: 5361.144043
	Iteration 33Q: 3 clusters Score -9325804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9325804.000000 Penalty: 5361.144043
	Iteration 34F: 3 clusters Score -9325804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51751 members 
Entering Unmasked Estep 
Score: -9664659.000000 Penalty: 2691.841553
	Iteration 0F: 2 clusters Score -9664659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -9632539.000000 Penalty: 5383.683105
	Iteration 0F: 3 clusters Score -9632539 nChanged 24053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9645925.000000 Penalty: 5383.683105
	Iteration 1F: 3 clusters Score -9645925 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -9646458.000000 Penalty: 5383.683105
	Iteration 2Q: 3 clusters Score -9646458 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -9646940.000000 Penalty: 5383.683105
	Iteration 3Q: 3 clusters Score -9646940 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -9647619.000000 Penalty: 5383.683105
	Iteration 4Q: 3 clusters Score -9647619 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -9648418.000000 Penalty: 5383.683105
	Iteration 5Q: 3 clusters Score -9648418 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -9649695.000000 Penalty: 5383.683105
	Iteration 6Q: 3 clusters Score -9649695 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -9651622.000000 Penalty: 5383.683105
	Iteration 7F: 3 clusters Score -9651622 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -9654328.000000 Penalty: 5383.683105
	Iteration 8F: 3 clusters Score -9654328 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -9657397.000000 Penalty: 5383.683105
	Iteration 9F: 3 clusters Score -9657397 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -9660211.000000 Penalty: 5383.683105
	Iteration 10F: 3 clusters Score -9660211 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9661910.000000 Penalty: 5383.683105
	Iteration 11Q: 3 clusters Score -9661910 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9662696.000000 Penalty: 5383.683105
	Iteration 12Q: 3 clusters Score -9662696 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -9663180.000000 Penalty: 5383.683105
	Iteration 13Q: 3 clusters Score -9663180 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -9663440.000000 Penalty: 5383.683105
	Iteration 14Q: 3 clusters Score -9663440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -9663563.000000 Penalty: 5383.683105
	Iteration 15Q: 3 clusters Score -9663563 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 50460 members 
Entering Unmasked Estep 
Score: -9663608.000000 Penalty: 5383.683105
	Iteration 16Q: 3 clusters Score -9663608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -9663618.000000 Penalty: 5383.683105
	Iteration 17Q: 3 clusters Score -9663618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -9663637.000000 Penalty: 5383.683105
	Iteration 18Q: 3 clusters Score -9663637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -9663658.000000 Penalty: 5383.683105
	Iteration 19Q: 3 clusters Score -9663658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -9663655.000000 Penalty: 5383.683105
	Iteration 20F: 3 clusters Score -9663655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9663650.000000 Penalty: 5383.683105
	Iteration 21Q: 3 clusters Score -9663650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9663661.000000 Penalty: 5383.683105
	Iteration 22Q: 3 clusters Score -9663661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9663660.000000 Penalty: 5383.683105
	Iteration 23Q: 3 clusters Score -9663660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9663666.000000 Penalty: 5383.683105
	Iteration 24Q: 3 clusters Score -9663666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9663649.000000 Penalty: 5383.683105
	Iteration 25Q: 3 clusters Score -9663649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 50592 members 
Entering Unmasked Estep 
Score: -9663651.000000 Penalty: 5383.683105
	Iteration 26Q: 3 clusters Score -9663651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9663655.000000 Penalty: 5383.683105
	Iteration 27Q: 3 clusters Score -9663655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9663663.000000 Penalty: 5383.683105
	Iteration 28Q: 3 clusters Score -9663663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9663662.000000 Penalty: 5383.683105
	Iteration 29Q: 3 clusters Score -9663662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -9663661.000000 Penalty: 5383.683105
	Iteration 30Q: 3 clusters Score -9663661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -9663661.000000 Penalty: 5383.683105
	Iteration 31F: 3 clusters Score -9663661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51237 members 
Entering Unmasked Estep 
Score: -9564711.000000 Penalty: 2689.365967
	Iteration 0F: 2 clusters Score -9564711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -9533510.000000 Penalty: 5378.731934
	Iteration 0F: 3 clusters Score -9533510 nChanged 23625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -9546706.000000 Penalty: 5378.731934
	Iteration 1F: 3 clusters Score -9546706 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -9547576.000000 Penalty: 5378.731934
	Iteration 2Q: 3 clusters Score -9547576 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -9548702.000000 Penalty: 5378.731934
	Iteration 3Q: 3 clusters Score -9548702 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -9550062.000000 Penalty: 5378.731934
	Iteration 4Q: 3 clusters Score -9550062 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -9551779.000000 Penalty: 5378.731934
	Iteration 5F: 3 clusters Score -9551779 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -9553703.000000 Penalty: 5378.731934
	Iteration 6F: 3 clusters Score -9553703 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -9555977.000000 Penalty: 5378.731934
	Iteration 7F: 3 clusters Score -9555977 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -9558185.000000 Penalty: 5378.731934
	Iteration 8F: 3 clusters Score -9558185 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -9559715.000000 Penalty: 5378.731934
	Iteration 9F: 3 clusters Score -9559715 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -9560362.000000 Penalty: 5378.731934
	Iteration 10Q: 3 clusters Score -9560362 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28705 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9560669.000000 Penalty: 5378.731934
	Iteration 11Q: 3 clusters Score -9560669 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -9560956.000000 Penalty: 5378.731934
	Iteration 12Q: 3 clusters Score -9560956 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -9561259.000000 Penalty: 5378.731934
	Iteration 13Q: 3 clusters Score -9561259 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -9561476.000000 Penalty: 5378.731934
	Iteration 14Q: 3 clusters Score -9561476 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -9561758.000000 Penalty: 5378.731934
	Iteration 15Q: 3 clusters Score -9561758 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -9562144.000000 Penalty: 5378.731934
	Iteration 16Q: 3 clusters Score -9562144 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -9562494.000000 Penalty: 5378.731934
	Iteration 17Q: 3 clusters Score -9562494 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -9562837.000000 Penalty: 5378.731934
	Iteration 18Q: 3 clusters Score -9562837 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -9563137.000000 Penalty: 5378.731934
	Iteration 19Q: 3 clusters Score -9563137 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -9563384.000000 Penalty: 5378.731934
	Iteration 20F: 3 clusters Score -9563384 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -9563596.000000 Penalty: 5378.731934
	Iteration 21Q: 3 clusters Score -9563596 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -9563860.000000 Penalty: 5378.731934
	Iteration 22Q: 3 clusters Score -9563860 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -9564032.000000 Penalty: 5378.731934
	Iteration 23Q: 3 clusters Score -9564032 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -9564246.000000 Penalty: 5378.731934
	Iteration 24Q: 3 clusters Score -9564246 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -9564388.000000 Penalty: 5378.731934
	Iteration 25Q: 3 clusters Score -9564388 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -9564523.000000 Penalty: 5378.731934
	Iteration 26Q: 3 clusters Score -9564523 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -9564606.000000 Penalty: 5378.731934
	Iteration 27Q: 3 clusters Score -9564606 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -9564662.000000 Penalty: 5378.731934
	Iteration 28Q: 3 clusters Score -9564662 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -9564709.000000 Penalty: 5378.731934
	Iteration 29Q: 3 clusters Score -9564709 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -9564727.000000 Penalty: 5378.731934
	Iteration 30Q: 3 clusters Score -9564727 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -9564725.000000 Penalty: 5378.731934
	Iteration 31Q: 3 clusters Score -9564725 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -9564723.000000 Penalty: 5378.731934
	Iteration 32Q: 3 clusters Score -9564723 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -9564752.000000 Penalty: 5378.731934
	Iteration 33Q: 3 clusters Score -9564752 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9564694.000000 Penalty: 5378.731934
	Iteration 34Q: 3 clusters Score -9564694 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -9564700.000000 Penalty: 5378.731934
	Iteration 35Q: 3 clusters Score -9564700 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -9564654.000000 Penalty: 5378.731934
	Iteration 36Q: 3 clusters Score -9564654 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -9564617.000000 Penalty: 5378.731934
	Iteration 37Q: 3 clusters Score -9564617 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -9564565.000000 Penalty: 5378.731934
	Iteration 38Q: 3 clusters Score -9564565 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -9564507.000000 Penalty: 5378.731934
	Iteration 39Q: 3 clusters Score -9564507 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -9564504.000000 Penalty: 5378.731934
	Iteration 40F: 3 clusters Score -9564504 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -9564477.000000 Penalty: 5378.731934
	Iteration 41Q: 3 clusters Score -9564477 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -9564460.000000 Penalty: 5378.731934
	Iteration 42Q: 3 clusters Score -9564460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -9564430.000000 Penalty: 5378.731934
	Iteration 43Q: 3 clusters Score -9564430 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -9564401.000000 Penalty: 5378.731934
	Iteration 44Q: 3 clusters Score -9564401 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47985 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -9564399.000000 Penalty: 5378.731934
	Iteration 45Q: 3 clusters Score -9564399 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48053 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -9564381.000000 Penalty: 5378.731934
	Iteration 46Q: 3 clusters Score -9564381 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -9564360.000000 Penalty: 5378.731934
	Iteration 47Q: 3 clusters Score -9564360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9564348.000000 Penalty: 5378.731934
	Iteration 48Q: 3 clusters Score -9564348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48206 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -9564355.000000 Penalty: 5378.731934
	Iteration 49Q: 3 clusters Score -9564355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -9564346.000000 Penalty: 5378.731934
	Iteration 50Q: 3 clusters Score -9564346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9564358.000000 Penalty: 5378.731934
	Iteration 51Q: 3 clusters Score -9564358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -9564337.000000 Penalty: 5378.731934
	Iteration 52Q: 3 clusters Score -9564337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -9564330.000000 Penalty: 5378.731934
	Iteration 53Q: 3 clusters Score -9564330 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -9564334.000000 Penalty: 5378.731934
	Iteration 54Q: 3 clusters Score -9564334 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -9564318.000000 Penalty: 5378.731934
	Iteration 55Q: 3 clusters Score -9564318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9564329.000000 Penalty: 5378.731934
	Iteration 56Q: 3 clusters Score -9564329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -9564336.000000 Penalty: 5378.731934
	Iteration 57Q: 3 clusters Score -9564336 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9564323.000000 Penalty: 5378.731934
	Iteration 58Q: 3 clusters Score -9564323 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -9564313.000000 Penalty: 5378.731934
	Iteration 59Q: 3 clusters Score -9564313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -9564320.000000 Penalty: 5378.731934
	Iteration 60F: 3 clusters Score -9564320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -9564333.000000 Penalty: 5378.731934
	Iteration 61Q: 3 clusters Score -9564333 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9564326.000000 Penalty: 5378.731934
	Iteration 62Q: 3 clusters Score -9564326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9564304.000000 Penalty: 5378.731934
	Iteration 63Q: 3 clusters Score -9564304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -9564282.000000 Penalty: 5378.731934
	Iteration 64Q: 3 clusters Score -9564282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9564265.000000 Penalty: 5378.731934
	Iteration 65Q: 3 clusters Score -9564265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9564267.000000 Penalty: 5378.731934
	Iteration 66Q: 3 clusters Score -9564267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9564244.000000 Penalty: 5378.731934
	Iteration 67Q: 3 clusters Score -9564244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48910 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -9564257.000000 Penalty: 5378.731934
	Iteration 68Q: 3 clusters Score -9564257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9564228.000000 Penalty: 5378.731934
	Iteration 69Q: 3 clusters Score -9564228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48967 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9564204.000000 Penalty: 5378.731934
	Iteration 70Q: 3 clusters Score -9564204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9564191.000000 Penalty: 5378.731934
	Iteration 71Q: 3 clusters Score -9564191 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9564180.000000 Penalty: 5378.731934
	Iteration 72Q: 3 clusters Score -9564180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9564187.000000 Penalty: 5378.731934
	Iteration 73Q: 3 clusters Score -9564187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -9564175.000000 Penalty: 5378.731934
	Iteration 74Q: 3 clusters Score -9564175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -9564169.000000 Penalty: 5378.731934
	Iteration 75Q: 3 clusters Score -9564169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9564169.000000 Penalty: 5378.731934
	Iteration 76Q: 3 clusters Score -9564169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9564170.000000 Penalty: 5378.731934
	Iteration 77Q: 3 clusters Score -9564170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9564163.000000 Penalty: 5378.731934
	Iteration 78Q: 3 clusters Score -9564163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9564158.000000 Penalty: 5378.731934
	Iteration 79Q: 3 clusters Score -9564158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9564167.000000 Penalty: 5378.731934
	Iteration 80F: 3 clusters Score -9564167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9564166.000000 Penalty: 5378.731934
	Iteration 81Q: 3 clusters Score -9564166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49094 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -9564164.000000 Penalty: 5378.731934
	Iteration 82Q: 3 clusters Score -9564164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -9564164.000000 Penalty: 5378.731934
	Iteration 83Q: 3 clusters Score -9564164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9564168.000000 Penalty: 5378.731934
	Iteration 84Q: 3 clusters Score -9564168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -9564167.000000 Penalty: 5378.731934
	Iteration 85Q: 3 clusters Score -9564167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9564169.000000 Penalty: 5378.731934
	Iteration 86Q: 3 clusters Score -9564169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -9564160.000000 Penalty: 5378.731934
	Iteration 87Q: 3 clusters Score -9564160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9564162.000000 Penalty: 5378.731934
	Iteration 88Q: 3 clusters Score -9564162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9564164.000000 Penalty: 5378.731934
	Iteration 89Q: 3 clusters Score -9564164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9564152.000000 Penalty: 5378.731934
	Iteration 90Q: 3 clusters Score -9564152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -9564137.000000 Penalty: 5378.731934
	Iteration 91Q: 3 clusters Score -9564137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9564155.000000 Penalty: 5378.731934
	Iteration 92Q: 3 clusters Score -9564155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -9564138.000000 Penalty: 5378.731934
	Iteration 93Q: 3 clusters Score -9564138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -9564133.000000 Penalty: 5378.731934
	Iteration 94Q: 3 clusters Score -9564133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9564127.000000 Penalty: 5378.731934
	Iteration 95Q: 3 clusters Score -9564127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9564130.000000 Penalty: 5378.731934
	Iteration 96Q: 3 clusters Score -9564130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9564128.000000 Penalty: 5378.731934
	Iteration 97Q: 3 clusters Score -9564128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9564119.000000 Penalty: 5378.731934
	Iteration 98Q: 3 clusters Score -9564119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9564122.000000 Penalty: 5378.731934
	Iteration 99Q: 3 clusters Score -9564122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9564128.000000 Penalty: 5378.731934
	Iteration 100F: 3 clusters Score -9564128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9564124.000000 Penalty: 5378.731934
	Iteration 101Q: 3 clusters Score -9564124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9564124.000000 Penalty: 5378.731934
	Iteration 102F: 3 clusters Score -9564124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (38885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Entering Unmasked Estep 
Score: -7265416.000000 Penalty: 2620.954346
	Iteration 0F: 2 clusters Score -7265416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -7239253.500000 Penalty: 5241.908691
	Iteration 0F: 3 clusters Score -7239254 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -7249002.500000 Penalty: 5241.908691
	Iteration 1F: 3 clusters Score -7249002 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -7249569.000000 Penalty: 5241.908691
	Iteration 2Q: 3 clusters Score -7249569 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -7250219.500000 Penalty: 5241.908691
	Iteration 3Q: 3 clusters Score -7250220 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -7251170.000000 Penalty: 5241.908691
	Iteration 4Q: 3 clusters Score -7251170 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -7252474.000000 Penalty: 5241.908691
	Iteration 5F: 3 clusters Score -7252474 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -7254382.000000 Penalty: 5241.908691
	Iteration 6F: 3 clusters Score -7254382 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -7256883.500000 Penalty: 5241.908691
	Iteration 7F: 3 clusters Score -7256884 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -7259326.500000 Penalty: 5241.908691
	Iteration 8F: 3 clusters Score -7259326 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -7261007.500000 Penalty: 5241.908691
	Iteration 9Q: 3 clusters Score -7261008 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7262095.500000 Penalty: 5241.908691
	Iteration 10Q: 3 clusters Score -7262096 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37876 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7262607.000000 Penalty: 5241.908691
	Iteration 11Q: 3 clusters Score -7262607 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7262809.000000 Penalty: 5241.908691
	Iteration 12Q: 3 clusters Score -7262809 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7262933.500000 Penalty: 5241.908691
	Iteration 13Q: 3 clusters Score -7262934 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -7263019.500000 Penalty: 5241.908691
	Iteration 14Q: 3 clusters Score -7263020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7263063.000000 Penalty: 5241.908691
	Iteration 15Q: 3 clusters Score -7263063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7263110.000000 Penalty: 5241.908691
	Iteration 16Q: 3 clusters Score -7263110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7263127.000000 Penalty: 5241.908691
	Iteration 17Q: 3 clusters Score -7263127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7263131.000000 Penalty: 5241.908691
	Iteration 18Q: 3 clusters Score -7263131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7263153.500000 Penalty: 5241.908691
	Iteration 19Q: 3 clusters Score -7263154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7263161.000000 Penalty: 5241.908691
	Iteration 20F: 3 clusters Score -7263161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7263163.500000 Penalty: 5241.908691
	Iteration 21Q: 3 clusters Score -7263164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7263184.500000 Penalty: 5241.908691
	Iteration 22Q: 3 clusters Score -7263184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7263198.500000 Penalty: 5241.908691
	Iteration 23Q: 3 clusters Score -7263198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7263201.000000 Penalty: 5241.908691
	Iteration 24Q: 3 clusters Score -7263201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7263203.000000 Penalty: 5241.908691
	Iteration 25Q: 3 clusters Score -7263203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7263208.500000 Penalty: 5241.908691
	Iteration 26Q: 3 clusters Score -7263208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7263204.000000 Penalty: 5241.908691
	Iteration 27Q: 3 clusters Score -7263204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7263203.000000 Penalty: 5241.908691
	Iteration 28Q: 3 clusters Score -7263203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7263203.000000 Penalty: 5241.908691
	Iteration 29F: 3 clusters Score -7263203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -48906.593750 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -48906.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -47587.679688 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -47587.68 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -48002.070312 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -48002.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48418.437500 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -48418.44 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48815.886719 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -48815.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49226.054688 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -49226.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -49608.003906 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -49608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49708.921875 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -49708.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49752.148438 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -49752.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49761.332031 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -49761.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49767.718750 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -49767.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49767.718750 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -49767.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 356 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 50480 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 59130 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 180 members 
Entering Unmasked Estep 
Score: -137087824.000000 Penalty: 83844.242188
Splitting cluster 6 changes total score from -137088800.000000 to -137087824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (26216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Entering Unmasked Estep 
Score: -4848556.000000 Penalty: 2523.183105
	Iteration 0F: 2 clusters Score -4848556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4830655.000000 Penalty: 5046.366211
	Iteration 0F: 3 clusters Score -4830655 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -4836840.500000 Penalty: 5046.366211
	Iteration 1F: 3 clusters Score -4836840 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -4837369.000000 Penalty: 5046.366211
	Iteration 2F: 3 clusters Score -4837369 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4837982.500000 Penalty: 5046.366211
	Iteration 3Q: 3 clusters Score -4837982 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4838718.500000 Penalty: 5046.366211
	Iteration 4F: 3 clusters Score -4838718 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4839600.500000 Penalty: 5046.366211
	Iteration 5F: 3 clusters Score -4839600 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4840623.000000 Penalty: 5046.366211
	Iteration 6F: 3 clusters Score -4840623 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -4841649.500000 Penalty: 5046.366211
	Iteration 7F: 3 clusters Score -4841650 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4842667.500000 Penalty: 5046.366211
	Iteration 8F: 3 clusters Score -4842668 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -4843608.000000 Penalty: 5046.366211
	Iteration 9F: 3 clusters Score -4843608 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -4844351.000000 Penalty: 5046.366211
	Iteration 10Q: 3 clusters Score -4844351 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4844856.500000 Penalty: 5046.366211
	Iteration 11Q: 3 clusters Score -4844856 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -4845239.000000 Penalty: 5046.366211
	Iteration 12Q: 3 clusters Score -4845239 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -4845480.500000 Penalty: 5046.366211
	Iteration 13Q: 3 clusters Score -4845480 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4845649.500000 Penalty: 5046.366211
	Iteration 14Q: 3 clusters Score -4845650 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -4845870.000000 Penalty: 5046.366211
	Iteration 15Q: 3 clusters Score -4845870 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -4846033.000000 Penalty: 5046.366211
	Iteration 16Q: 3 clusters Score -4846033 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4846174.500000 Penalty: 5046.366211
	Iteration 17Q: 3 clusters Score -4846174 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4846296.000000 Penalty: 5046.366211
	Iteration 18Q: 3 clusters Score -4846296 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -4846404.000000 Penalty: 5046.366211
	Iteration 19Q: 3 clusters Score -4846404 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -4846463.500000 Penalty: 5046.366211
	Iteration 20F: 3 clusters Score -4846464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -4846517.500000 Penalty: 5046.366211
	Iteration 21Q: 3 clusters Score -4846518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4846569.500000 Penalty: 5046.366211
	Iteration 22Q: 3 clusters Score -4846570 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4846627.000000 Penalty: 5046.366211
	Iteration 23Q: 3 clusters Score -4846627 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4846679.500000 Penalty: 5046.366211
	Iteration 24Q: 3 clusters Score -4846680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4846742.000000 Penalty: 5046.366211
	Iteration 25Q: 3 clusters Score -4846742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -4846770.500000 Penalty: 5046.366211
	Iteration 26Q: 3 clusters Score -4846770 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4846798.500000 Penalty: 5046.366211
	Iteration 27Q: 3 clusters Score -4846798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -4846832.500000 Penalty: 5046.366211
	Iteration 28Q: 3 clusters Score -4846832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4846888.500000 Penalty: 5046.366211
	Iteration 29Q: 3 clusters Score -4846888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4846899.500000 Penalty: 5046.366211
	Iteration 30Q: 3 clusters Score -4846900 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4846933.000000 Penalty: 5046.366211
	Iteration 31Q: 3 clusters Score -4846933 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4846943.500000 Penalty: 5046.366211
	Iteration 32Q: 3 clusters Score -4846944 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4846952.000000 Penalty: 5046.366211
	Iteration 33Q: 3 clusters Score -4846952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4846964.000000 Penalty: 5046.366211
	Iteration 34Q: 3 clusters Score -4846964 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4846987.500000 Penalty: 5046.366211
	Iteration 35Q: 3 clusters Score -4846988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4847002.500000 Penalty: 5046.366211
	Iteration 36Q: 3 clusters Score -4847002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -4847008.500000 Penalty: 5046.366211
	Iteration 37Q: 3 clusters Score -4847008 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -4847026.500000 Penalty: 5046.366211
	Iteration 38Q: 3 clusters Score -4847026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -4847039.000000 Penalty: 5046.366211
	Iteration 39Q: 3 clusters Score -4847039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4847043.500000 Penalty: 5046.366211
	Iteration 40F: 3 clusters Score -4847044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4847065.000000 Penalty: 5046.366211
	Iteration 41Q: 3 clusters Score -4847065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4847069.500000 Penalty: 5046.366211
	Iteration 42Q: 3 clusters Score -4847070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4847085.500000 Penalty: 5046.366211
	Iteration 43Q: 3 clusters Score -4847086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4847086.000000 Penalty: 5046.366211
	Iteration 44Q: 3 clusters Score -4847086 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4847090.000000 Penalty: 5046.366211
	Iteration 45Q: 3 clusters Score -4847090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4847098.000000 Penalty: 5046.366211
	Iteration 46Q: 3 clusters Score -4847098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4847104.000000 Penalty: 5046.366211
	Iteration 47Q: 3 clusters Score -4847104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -4847102.500000 Penalty: 5046.366211
	Iteration 48Q: 3 clusters Score -4847102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4847103.000000 Penalty: 5046.366211
	Iteration 49Q: 3 clusters Score -4847103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4847110.000000 Penalty: 5046.366211
	Iteration 50Q: 3 clusters Score -4847110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4847111.000000 Penalty: 5046.366211
	Iteration 51Q: 3 clusters Score -4847111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4847114.500000 Penalty: 5046.366211
	Iteration 52Q: 3 clusters Score -4847114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4847122.500000 Penalty: 5046.366211
	Iteration 53Q: 3 clusters Score -4847122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4847119.500000 Penalty: 5046.366211
	Iteration 54Q: 3 clusters Score -4847120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4847120.000000 Penalty: 5046.366211
	Iteration 55Q: 3 clusters Score -4847120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4847119.500000 Penalty: 5046.366211
	Iteration 56Q: 3 clusters Score -4847120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4847120.500000 Penalty: 5046.366211
	Iteration 57Q: 3 clusters Score -4847120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -4847130.000000 Penalty: 5046.366211
	Iteration 58Q: 3 clusters Score -4847130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4847126.500000 Penalty: 5046.366211
	Iteration 59Q: 3 clusters Score -4847126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4847127.000000 Penalty: 5046.366211
	Iteration 60F: 3 clusters Score -4847127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -4847125.000000 Penalty: 5046.366211
	Iteration 61Q: 3 clusters Score -4847125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -4847127.000000 Penalty: 5046.366211
	Iteration 62Q: 3 clusters Score -4847127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4847128.000000 Penalty: 5046.366211
	Iteration 63Q: 3 clusters Score -4847128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4847126.000000 Penalty: 5046.366211
	Iteration 64Q: 3 clusters Score -4847126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4847126.000000 Penalty: 5046.366211
	Iteration 65F: 3 clusters Score -4847126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -205266.265625 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -205266.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -203214.296875 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -203214.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -203628.250000 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -203628.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203823.156250 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -203823.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -203987.171875 Penalty: 3511.693115
	Iteration 3F: 3 clusters Score -203987.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -204176.906250 Penalty: 3511.693115
	Iteration 4F: 3 clusters Score -204176.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204453.828125 Penalty: 3511.693115
	Iteration 5F: 3 clusters Score -204453.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -204905.125000 Penalty: 3511.693115
	Iteration 6F: 3 clusters Score -204905.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205056.750000 Penalty: 3511.693115
	Iteration 7F: 3 clusters Score -205056.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -205131.312500 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -205131.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -205180.078125 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -205180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -205210.656250 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -205210.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205229.281250 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -205229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205230.125000 Penalty: 3511.693115
	Iteration 12Q: 3 clusters Score -205230.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -205230.125000 Penalty: 3511.693115
	Iteration 13F: 3 clusters Score -205230.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -388380.343750 Penalty: 1908.547974
	Iteration 0F: 2 clusters Score -388380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -385701.500000 Penalty: 3817.095947
	Iteration 0F: 3 clusters Score -385701.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -386676.250000 Penalty: 3817.095947
	Iteration 1F: 3 clusters Score -386676.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -387226.375000 Penalty: 3817.095947
	Iteration 2F: 3 clusters Score -387226.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -387662.062500 Penalty: 3817.095947
	Iteration 3F: 3 clusters Score -387662.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -387956.406250 Penalty: 3817.095947
	Iteration 4F: 3 clusters Score -387956.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -388140.125000 Penalty: 3817.095947
	Iteration 5Q: 3 clusters Score -388140.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -388212.093750 Penalty: 3817.095947
	Iteration 6Q: 3 clusters Score -388212.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -388238.375000 Penalty: 3817.095947
	Iteration 7Q: 3 clusters Score -388238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -388257.656250 Penalty: 3817.095947
	Iteration 8Q: 3 clusters Score -388257.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -388289.468750 Penalty: 3817.095947
	Iteration 9Q: 3 clusters Score -388289.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -388401.062500 Penalty: 3817.095947
	Iteration 10Q: 3 clusters Score -388401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -388515.968750 Penalty: 3817.095947
	Iteration 11Q: 3 clusters Score -388516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -388538.125000 Penalty: 3817.095947
	Iteration 12Q: 3 clusters Score -388538.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -388545.250000 Penalty: 3817.095947
	Iteration 13Q: 3 clusters Score -388545.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -388549.312500 Penalty: 3817.095947
	Iteration 14Q: 3 clusters Score -388549.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -388552.468750 Penalty: 3817.095947
	Iteration 15Q: 3 clusters Score -388552.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -388553.906250 Penalty: 3817.095947
	Iteration 16Q: 3 clusters Score -388553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -388557.125000 Penalty: 3817.095947
	Iteration 17Q: 3 clusters Score -388557.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -388557.656250 Penalty: 3817.095947
	Iteration 18Q: 3 clusters Score -388557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -388558.187500 Penalty: 3817.095947
	Iteration 19Q: 3 clusters Score -388558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -388558.156250 Penalty: 3817.095947
	Iteration 20F: 3 clusters Score -388558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -388559.062500 Penalty: 3817.095947
	Iteration 21Q: 3 clusters Score -388559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -388559.062500 Penalty: 3817.095947
	Iteration 22F: 3 clusters Score -388559.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 1583 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 50480 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 59130 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 616 members 
Entering Unmasked Estep 
Score: -137087104.000000 Penalty: 83844.242188
Splitting cluster 9 changes total score from -137088800.000000 to -137087104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Entering Unmasked Estep 
Score: -8384159.500000 Penalty: 2658.417969
	Iteration 0F: 2 clusters Score -8384160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -8354095.500000 Penalty: 5316.835938
	Iteration 0F: 3 clusters Score -8354096 nChanged 20893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8365827.000000 Penalty: 5316.835938
	Iteration 1F: 3 clusters Score -8365827 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8366580.000000 Penalty: 5316.835938
	Iteration 2Q: 3 clusters Score -8366580 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -8367599.500000 Penalty: 5316.835938
	Iteration 3Q: 3 clusters Score -8367600 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -8369014.500000 Penalty: 5316.835938
	Iteration 4F: 3 clusters Score -8369014 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -8371061.000000 Penalty: 5316.835938
	Iteration 5F: 3 clusters Score -8371061 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -8373351.500000 Penalty: 5316.835938
	Iteration 6F: 3 clusters Score -8373352 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -8375821.500000 Penalty: 5316.835938
	Iteration 7F: 3 clusters Score -8375822 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -8378017.000000 Penalty: 5316.835938
	Iteration 8F: 3 clusters Score -8378017 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8379450.500000 Penalty: 5316.835938
	Iteration 9Q: 3 clusters Score -8379450 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -8380104.000000 Penalty: 5316.835938
	Iteration 10Q: 3 clusters Score -8380104 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -8380470.500000 Penalty: 5316.835938
	Iteration 11Q: 3 clusters Score -8380470 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8380751.000000 Penalty: 5316.835938
	Iteration 12Q: 3 clusters Score -8380751 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -8380923.000000 Penalty: 5316.835938
	Iteration 13Q: 3 clusters Score -8380923 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -8381046.500000 Penalty: 5316.835938
	Iteration 14Q: 3 clusters Score -8381046 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -8381164.500000 Penalty: 5316.835938
	Iteration 15Q: 3 clusters Score -8381164 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -8381325.000000 Penalty: 5316.835938
	Iteration 16Q: 3 clusters Score -8381325 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -8381406.500000 Penalty: 5316.835938
	Iteration 17Q: 3 clusters Score -8381406 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -8381516.500000 Penalty: 5316.835938
	Iteration 18Q: 3 clusters Score -8381516 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -8381606.500000 Penalty: 5316.835938
	Iteration 19Q: 3 clusters Score -8381606 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -8381685.000000 Penalty: 5316.835938
	Iteration 20F: 3 clusters Score -8381685 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -8381734.000000 Penalty: 5316.835938
	Iteration 21Q: 3 clusters Score -8381734 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -8381767.500000 Penalty: 5316.835938
	Iteration 22Q: 3 clusters Score -8381768 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -8381802.000000 Penalty: 5316.835938
	Iteration 23Q: 3 clusters Score -8381802 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -8381835.000000 Penalty: 5316.835938
	Iteration 24Q: 3 clusters Score -8381835 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -8381902.500000 Penalty: 5316.835938
	Iteration 25Q: 3 clusters Score -8381902 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -8381929.500000 Penalty: 5316.835938
	Iteration 26Q: 3 clusters Score -8381930 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -8381953.000000 Penalty: 5316.835938
	Iteration 27Q: 3 clusters Score -8381953 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -8382016.000000 Penalty: 5316.835938
	Iteration 28Q: 3 clusters Score -8382016 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -8382040.000000 Penalty: 5316.835938
	Iteration 29Q: 3 clusters Score -8382040 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8382065.500000 Penalty: 5316.835938
	Iteration 30Q: 3 clusters Score -8382066 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -8382103.000000 Penalty: 5316.835938
	Iteration 31Q: 3 clusters Score -8382103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -8382140.500000 Penalty: 5316.835938
	Iteration 32Q: 3 clusters Score -8382140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -8382173.000000 Penalty: 5316.835938
	Iteration 33Q: 3 clusters Score -8382173 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -8382184.000000 Penalty: 5316.835938
	Iteration 34Q: 3 clusters Score -8382184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8382200.500000 Penalty: 5316.835938
	Iteration 35Q: 3 clusters Score -8382200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8382231.500000 Penalty: 5316.835938
	Iteration 36Q: 3 clusters Score -8382232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8382255.000000 Penalty: 5316.835938
	Iteration 37Q: 3 clusters Score -8382255 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8382267.500000 Penalty: 5316.835938
	Iteration 38Q: 3 clusters Score -8382268 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8382291.000000 Penalty: 5316.835938
	Iteration 39Q: 3 clusters Score -8382291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -8382299.500000 Penalty: 5316.835938
	Iteration 40F: 3 clusters Score -8382300 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8382311.000000 Penalty: 5316.835938
	Iteration 41Q: 3 clusters Score -8382311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8382330.000000 Penalty: 5316.835938
	Iteration 42Q: 3 clusters Score -8382330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -8382348.000000 Penalty: 5316.835938
	Iteration 43Q: 3 clusters Score -8382348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8382372.000000 Penalty: 5316.835938
	Iteration 44Q: 3 clusters Score -8382372 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8382391.000000 Penalty: 5316.835938
	Iteration 45Q: 3 clusters Score -8382391 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -8382409.500000 Penalty: 5316.835938
	Iteration 46Q: 3 clusters Score -8382410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8382417.000000 Penalty: 5316.835938
	Iteration 47Q: 3 clusters Score -8382417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -8382421.500000 Penalty: 5316.835938
	Iteration 48Q: 3 clusters Score -8382422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -8382431.000000 Penalty: 5316.835938
	Iteration 49Q: 3 clusters Score -8382431 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -8382431.000000 Penalty: 5316.835938
	Iteration 50Q: 3 clusters Score -8382431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -8382435.500000 Penalty: 5316.835938
	Iteration 51Q: 3 clusters Score -8382436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -8382444.000000 Penalty: 5316.835938
	Iteration 52Q: 3 clusters Score -8382444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -8382448.000000 Penalty: 5316.835938
	Iteration 53Q: 3 clusters Score -8382448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 40395 members 
Entering Unmasked Estep 
Score: -8382465.500000 Penalty: 5316.835938
	Iteration 54Q: 3 clusters Score -8382466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -8382463.000000 Penalty: 5316.835938
	Iteration 55Q: 3 clusters Score -8382463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -8382464.000000 Penalty: 5316.835938
	Iteration 56Q: 3 clusters Score -8382464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -8382482.000000 Penalty: 5316.835938
	Iteration 57Q: 3 clusters Score -8382482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8382490.000000 Penalty: 5316.835938
	Iteration 58Q: 3 clusters Score -8382490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8382499.500000 Penalty: 5316.835938
	Iteration 59Q: 3 clusters Score -8382500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8382489.500000 Penalty: 5316.835938
	Iteration 60F: 3 clusters Score -8382490 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -8382499.500000 Penalty: 5316.835938
	Iteration 61Q: 3 clusters Score -8382500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8382504.000000 Penalty: 5316.835938
	Iteration 62Q: 3 clusters Score -8382504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -8382511.000000 Penalty: 5316.835938
	Iteration 63Q: 3 clusters Score -8382511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 40639 members 
Entering Unmasked Estep 
Score: -8382520.500000 Penalty: 5316.835938
	Iteration 64Q: 3 clusters Score -8382520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -8382516.500000 Penalty: 5316.835938
	Iteration 65Q: 3 clusters Score -8382516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8382522.500000 Penalty: 5316.835938
	Iteration 66Q: 3 clusters Score -8382522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 40686 members 
Entering Unmasked Estep 
Score: -8382525.500000 Penalty: 5316.835938
	Iteration 67Q: 3 clusters Score -8382526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8382534.000000 Penalty: 5316.835938
	Iteration 68Q: 3 clusters Score -8382534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8382535.500000 Penalty: 5316.835938
	Iteration 69Q: 3 clusters Score -8382536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8382539.000000 Penalty: 5316.835938
	Iteration 70Q: 3 clusters Score -8382539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -8382540.500000 Penalty: 5316.835938
	Iteration 71Q: 3 clusters Score -8382540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -8382545.000000 Penalty: 5316.835938
	Iteration 72Q: 3 clusters Score -8382545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8382557.000000 Penalty: 5316.835938
	Iteration 73Q: 3 clusters Score -8382557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -8382558.000000 Penalty: 5316.835938
	Iteration 74Q: 3 clusters Score -8382558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8382548.500000 Penalty: 5316.835938
	Iteration 75Q: 3 clusters Score -8382548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -8382551.000000 Penalty: 5316.835938
	Iteration 76Q: 3 clusters Score -8382551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8382557.500000 Penalty: 5316.835938
	Iteration 77Q: 3 clusters Score -8382558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8382553.500000 Penalty: 5316.835938
	Iteration 78Q: 3 clusters Score -8382554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -8382546.500000 Penalty: 5316.835938
	Iteration 79Q: 3 clusters Score -8382546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8382548.000000 Penalty: 5316.835938
	Iteration 80F: 3 clusters Score -8382548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -8382565.000000 Penalty: 5316.835938
	Iteration 81Q: 3 clusters Score -8382565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -8382559.500000 Penalty: 5316.835938
	Iteration 82Q: 3 clusters Score -8382560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -8382574.500000 Penalty: 5316.835938
	Iteration 83Q: 3 clusters Score -8382574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -8382586.500000 Penalty: 5316.835938
	Iteration 84Q: 3 clusters Score -8382586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -8382578.500000 Penalty: 5316.835938
	Iteration 85Q: 3 clusters Score -8382578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8382590.000000 Penalty: 5316.835938
	Iteration 86Q: 3 clusters Score -8382590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -8382590.500000 Penalty: 5316.835938
	Iteration 87Q: 3 clusters Score -8382590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -8382581.500000 Penalty: 5316.835938
	Iteration 88Q: 3 clusters Score -8382582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8382604.000000 Penalty: 5316.835938
	Iteration 89Q: 3 clusters Score -8382604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -8382605.500000 Penalty: 5316.835938
	Iteration 90Q: 3 clusters Score -8382606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8382602.000000 Penalty: 5316.835938
	Iteration 91Q: 3 clusters Score -8382602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -8382605.000000 Penalty: 5316.835938
	Iteration 92Q: 3 clusters Score -8382605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -8382603.000000 Penalty: 5316.835938
	Iteration 93Q: 3 clusters Score -8382603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -8382598.500000 Penalty: 5316.835938
	Iteration 94Q: 3 clusters Score -8382598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8382598.000000 Penalty: 5316.835938
	Iteration 95Q: 3 clusters Score -8382598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -8382599.000000 Penalty: 5316.835938
	Iteration 96Q: 3 clusters Score -8382599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8382596.000000 Penalty: 5316.835938
	Iteration 97Q: 3 clusters Score -8382596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -8382596.000000 Penalty: 5316.835938
	Iteration 98Q: 3 clusters Score -8382596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -8382588.500000 Penalty: 5316.835938
	Iteration 99Q: 3 clusters Score -8382588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -8382586.000000 Penalty: 5316.835938
	Iteration 100F: 3 clusters Score -8382586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Entering Unmasked Estep 
Score: -9425375.000000 Penalty: 2685.674316
	Iteration 0F: 2 clusters Score -9425375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9395511.000000 Penalty: 5371.348633
	Iteration 0F: 3 clusters Score -9395511 nChanged 23238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -9408287.000000 Penalty: 5371.348633
	Iteration 1F: 3 clusters Score -9408287 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9409602.000000 Penalty: 5371.348633
	Iteration 2Q: 3 clusters Score -9409602 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -9411818.000000 Penalty: 5371.348633
	Iteration 3F: 3 clusters Score -9411818 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -9414659.000000 Penalty: 5371.348633
	Iteration 4F: 3 clusters Score -9414659 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -9418336.000000 Penalty: 5371.348633
	Iteration 5F: 3 clusters Score -9418336 nChanged 4614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9422142.000000 Penalty: 5371.348633
	Iteration 6F: 3 clusters Score -9422142 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -9425349.000000 Penalty: 5371.348633
	Iteration 7F: 3 clusters Score -9425349 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -9427120.000000 Penalty: 5371.348633
	Iteration 8Q: 3 clusters Score -9427120 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -9427863.000000 Penalty: 5371.348633
	Iteration 9Q: 3 clusters Score -9427863 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -9428273.000000 Penalty: 5371.348633
	Iteration 10Q: 3 clusters Score -9428273 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -9428593.000000 Penalty: 5371.348633
	Iteration 11Q: 3 clusters Score -9428593 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -9428754.000000 Penalty: 5371.348633
	Iteration 12Q: 3 clusters Score -9428754 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -9428874.000000 Penalty: 5371.348633
	Iteration 13Q: 3 clusters Score -9428874 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -9428869.000000 Penalty: 5371.348633
	Iteration 14Q: 3 clusters Score -9428869 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -9428852.000000 Penalty: 5371.348633
	Iteration 15Q: 3 clusters Score -9428852 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -9428732.000000 Penalty: 5371.348633
	Iteration 16Q: 3 clusters Score -9428732 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9428644.000000 Penalty: 5371.348633
	Iteration 17Q: 3 clusters Score -9428644 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -9428523.000000 Penalty: 5371.348633
	Iteration 18Q: 3 clusters Score -9428523 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9428498.000000 Penalty: 5371.348633
	Iteration 19Q: 3 clusters Score -9428498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -9428425.000000 Penalty: 5371.348633
	Iteration 20F: 3 clusters Score -9428425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -9428379.000000 Penalty: 5371.348633
	Iteration 21Q: 3 clusters Score -9428379 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -9428334.000000 Penalty: 5371.348633
	Iteration 22Q: 3 clusters Score -9428334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -9428269.000000 Penalty: 5371.348633
	Iteration 23Q: 3 clusters Score -9428269 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -9428253.000000 Penalty: 5371.348633
	Iteration 24Q: 3 clusters Score -9428253 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -9428212.000000 Penalty: 5371.348633
	Iteration 25Q: 3 clusters Score -9428212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -9428172.000000 Penalty: 5371.348633
	Iteration 26Q: 3 clusters Score -9428172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -9428178.000000 Penalty: 5371.348633
	Iteration 27Q: 3 clusters Score -9428178 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47295 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -9428157.000000 Penalty: 5371.348633
	Iteration 28Q: 3 clusters Score -9428157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47348 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9428159.000000 Penalty: 5371.348633
	Iteration 29Q: 3 clusters Score -9428159 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -9428163.000000 Penalty: 5371.348633
	Iteration 30Q: 3 clusters Score -9428163 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9428191.000000 Penalty: 5371.348633
	Iteration 31Q: 3 clusters Score -9428191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47461 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9428184.000000 Penalty: 5371.348633
	Iteration 32Q: 3 clusters Score -9428184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9428173.000000 Penalty: 5371.348633
	Iteration 33Q: 3 clusters Score -9428173 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47462 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -9428183.000000 Penalty: 5371.348633
	Iteration 34Q: 3 clusters Score -9428183 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -9428200.000000 Penalty: 5371.348633
	Iteration 35Q: 3 clusters Score -9428200 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -9428213.000000 Penalty: 5371.348633
	Iteration 36Q: 3 clusters Score -9428213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -9428219.000000 Penalty: 5371.348633
	Iteration 37Q: 3 clusters Score -9428219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -9428225.000000 Penalty: 5371.348633
	Iteration 38Q: 3 clusters Score -9428225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9428231.000000 Penalty: 5371.348633
	Iteration 39Q: 3 clusters Score -9428231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9428230.000000 Penalty: 5371.348633
	Iteration 40F: 3 clusters Score -9428230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -9428220.000000 Penalty: 5371.348633
	Iteration 41Q: 3 clusters Score -9428220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9428216.000000 Penalty: 5371.348633
	Iteration 42Q: 3 clusters Score -9428216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9428222.000000 Penalty: 5371.348633
	Iteration 43Q: 3 clusters Score -9428222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9428227.000000 Penalty: 5371.348633
	Iteration 44Q: 3 clusters Score -9428227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9428220.000000 Penalty: 5371.348633
	Iteration 45Q: 3 clusters Score -9428220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9428219.000000 Penalty: 5371.348633
	Iteration 46Q: 3 clusters Score -9428219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9428221.000000 Penalty: 5371.348633
	Iteration 47Q: 3 clusters Score -9428221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9428220.000000 Penalty: 5371.348633
	Iteration 48Q: 3 clusters Score -9428220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -9428214.000000 Penalty: 5371.348633
	Iteration 49Q: 3 clusters Score -9428214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -9428223.000000 Penalty: 5371.348633
	Iteration 50Q: 3 clusters Score -9428223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -9428218.000000 Penalty: 5371.348633
	Iteration 51Q: 3 clusters Score -9428218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -9428210.000000 Penalty: 5371.348633
	Iteration 52Q: 3 clusters Score -9428210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -9428214.000000 Penalty: 5371.348633
	Iteration 53Q: 3 clusters Score -9428214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9428219.000000 Penalty: 5371.348633
	Iteration 54Q: 3 clusters Score -9428219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9428210.000000 Penalty: 5371.348633
	Iteration 55Q: 3 clusters Score -9428210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9428212.000000 Penalty: 5371.348633
	Iteration 56Q: 3 clusters Score -9428212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -9428212.000000 Penalty: 5371.348633
	Iteration 57F: 3 clusters Score -9428212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 759 members 
Mstep: Class 13 contains 59130 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 3049 members 
Entering Unmasked Estep 
Score: -137091312.000000 Penalty: 83844.242188
Splitting cluster 11 changes total score from -137088800.000000 to -137091312.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -112236.421875 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -112236.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110565.835938 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -110565.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -111171.890625 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -111171.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111488.132812 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -111488.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -111858.523438 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -111858.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -112189.492188 Penalty: 3289.472900
	Iteration 4F: 3 clusters Score -112189.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -112341.351562 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -112341.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112427.093750 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -112427.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112443.812500 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -112443.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112450.757812 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -112450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -112450.757812 Penalty: 3289.472900
	Iteration 9F: 3 clusters Score -112450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 59130 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 319 members 
Entering Unmasked Estep 
Score: -137089840.000000 Penalty: 87198.015625
Splitting cluster 12 changes total score from -137088800.000000 to -137089840.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (59130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59130 members 
Entering Unmasked Estep 
Score: -11105781.000000 Penalty: 2724.898438
	Iteration 0F: 2 clusters Score -1.110578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -11074535.000000 Penalty: 5449.796875
	Iteration 0F: 3 clusters Score -1.107454e+07 nChanged 27439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -11089644.000000 Penalty: 5449.796875
	Iteration 1F: 3 clusters Score -1.108964e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -11090222.000000 Penalty: 5449.796875
	Iteration 2Q: 3 clusters Score -1.109022e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -11090842.000000 Penalty: 5449.796875
	Iteration 3Q: 3 clusters Score -1.109084e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -11091631.000000 Penalty: 5449.796875
	Iteration 4Q: 3 clusters Score -1.109163e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -11092627.000000 Penalty: 5449.796875
	Iteration 5Q: 3 clusters Score -1.109263e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -11094154.000000 Penalty: 5449.796875
	Iteration 6Q: 3 clusters Score -1.109415e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -11096425.000000 Penalty: 5449.796875
	Iteration 7F: 3 clusters Score -1.109642e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -11099449.000000 Penalty: 5449.796875
	Iteration 8F: 3 clusters Score -1.109945e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -11102598.000000 Penalty: 5449.796875
	Iteration 9F: 3 clusters Score -1.11026e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -11104678.000000 Penalty: 5449.796875
	Iteration 10F: 3 clusters Score -1.110468e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -11105664.000000 Penalty: 5449.796875
	Iteration 11Q: 3 clusters Score -1.110566e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -11106214.000000 Penalty: 5449.796875
	Iteration 12Q: 3 clusters Score -1.110621e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -11106489.000000 Penalty: 5449.796875
	Iteration 13Q: 3 clusters Score -1.110649e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -11106717.000000 Penalty: 5449.796875
	Iteration 14Q: 3 clusters Score -1.110672e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -11106800.000000 Penalty: 5449.796875
	Iteration 15Q: 3 clusters Score -1.11068e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -11106930.000000 Penalty: 5449.796875
	Iteration 16Q: 3 clusters Score -1.110693e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -11107023.000000 Penalty: 5449.796875
	Iteration 17Q: 3 clusters Score -1.110702e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -11107091.000000 Penalty: 5449.796875
	Iteration 18Q: 3 clusters Score -1.110709e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -11107098.000000 Penalty: 5449.796875
	Iteration 19Q: 3 clusters Score -1.11071e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -11107143.000000 Penalty: 5449.796875
	Iteration 20F: 3 clusters Score -1.110714e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -11107098.000000 Penalty: 5449.796875
	Iteration 21Q: 3 clusters Score -1.11071e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -11107089.000000 Penalty: 5449.796875
	Iteration 22Q: 3 clusters Score -1.110709e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -11107020.000000 Penalty: 5449.796875
	Iteration 23Q: 3 clusters Score -1.110702e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -11106986.000000 Penalty: 5449.796875
	Iteration 24Q: 3 clusters Score -1.110699e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -11106964.000000 Penalty: 5449.796875
	Iteration 25Q: 3 clusters Score -1.110696e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -11106962.000000 Penalty: 5449.796875
	Iteration 26Q: 3 clusters Score -1.110696e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -11106928.000000 Penalty: 5449.796875
	Iteration 27Q: 3 clusters Score -1.110693e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -11106910.000000 Penalty: 5449.796875
	Iteration 28Q: 3 clusters Score -1.110691e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -11106933.000000 Penalty: 5449.796875
	Iteration 29Q: 3 clusters Score -1.110693e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -11106930.000000 Penalty: 5449.796875
	Iteration 30Q: 3 clusters Score -1.110693e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -11106909.000000 Penalty: 5449.796875
	Iteration 31Q: 3 clusters Score -1.110691e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -11106909.000000 Penalty: 5449.796875
	Iteration 32Q: 3 clusters Score -1.110691e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -11106921.000000 Penalty: 5449.796875
	Iteration 33Q: 3 clusters Score -1.110692e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -11106912.000000 Penalty: 5449.796875
	Iteration 34Q: 3 clusters Score -1.110691e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -11106908.000000 Penalty: 5449.796875
	Iteration 35Q: 3 clusters Score -1.110691e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -11106910.000000 Penalty: 5449.796875
	Iteration 36Q: 3 clusters Score -1.110691e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -11106915.000000 Penalty: 5449.796875
	Iteration 37Q: 3 clusters Score -1.110692e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -11106910.000000 Penalty: 5449.796875
	Iteration 38Q: 3 clusters Score -1.110691e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -11106904.000000 Penalty: 5449.796875
	Iteration 39Q: 3 clusters Score -1.11069e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -11106903.000000 Penalty: 5449.796875
	Iteration 40F: 3 clusters Score -1.11069e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -11106918.000000 Penalty: 5449.796875
	Iteration 41Q: 3 clusters Score -1.110692e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -11106898.000000 Penalty: 5449.796875
	Iteration 42Q: 3 clusters Score -1.11069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -11106892.000000 Penalty: 5449.796875
	Iteration 43Q: 3 clusters Score -1.110689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -11106894.000000 Penalty: 5449.796875
	Iteration 44Q: 3 clusters Score -1.110689e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -11106882.000000 Penalty: 5449.796875
	Iteration 45Q: 3 clusters Score -1.110688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50002 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -11106889.000000 Penalty: 5449.796875
	Iteration 46Q: 3 clusters Score -1.110689e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -11106862.000000 Penalty: 5449.796875
	Iteration 47Q: 3 clusters Score -1.110686e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -11106858.000000 Penalty: 5449.796875
	Iteration 48Q: 3 clusters Score -1.110686e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -11106865.000000 Penalty: 5449.796875
	Iteration 49Q: 3 clusters Score -1.110686e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -11106854.000000 Penalty: 5449.796875
	Iteration 50Q: 3 clusters Score -1.110685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -11106845.000000 Penalty: 5449.796875
	Iteration 51Q: 3 clusters Score -1.110684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -11106842.000000 Penalty: 5449.796875
	Iteration 52Q: 3 clusters Score -1.110684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -11106842.000000 Penalty: 5449.796875
	Iteration 53Q: 3 clusters Score -1.110684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -11106831.000000 Penalty: 5449.796875
	Iteration 54Q: 3 clusters Score -1.110683e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -11106831.000000 Penalty: 5449.796875
	Iteration 55Q: 3 clusters Score -1.110683e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -11106832.000000 Penalty: 5449.796875
	Iteration 56Q: 3 clusters Score -1.110683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -11106829.000000 Penalty: 5449.796875
	Iteration 57Q: 3 clusters Score -1.110683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -11106827.000000 Penalty: 5449.796875
	Iteration 58Q: 3 clusters Score -1.110683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -11106825.000000 Penalty: 5449.796875
	Iteration 59Q: 3 clusters Score -1.110682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50114 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -11106817.000000 Penalty: 5449.796875
	Iteration 60F: 3 clusters Score -1.110682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -11106815.000000 Penalty: 5449.796875
	Iteration 61Q: 3 clusters Score -1.110682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -11106810.000000 Penalty: 5449.796875
	Iteration 62Q: 3 clusters Score -1.110681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -11106811.000000 Penalty: 5449.796875
	Iteration 63Q: 3 clusters Score -1.110681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -11106811.000000 Penalty: 5449.796875
	Iteration 64F: 3 clusters Score -1.110681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 50122 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 2149 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 319 members 
Mstep: Class 27 contains 9008 members 
Entering Unmasked Estep 
Score: -137090320.000000 Penalty: 90551.781250
Splitting cluster 13 changes total score from -137088800.000000 to -137090320.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (51579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Entering Unmasked Estep 
Score: -9555050.000000 Penalty: 2691.015869
	Iteration 0F: 2 clusters Score -9555050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -9521784.000000 Penalty: 5382.031738
	Iteration 0F: 3 clusters Score -9521784 nChanged 23735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -9534904.000000 Penalty: 5382.031738
	Iteration 1F: 3 clusters Score -9534904 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -9535443.000000 Penalty: 5382.031738
	Iteration 2Q: 3 clusters Score -9535443 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -9535949.000000 Penalty: 5382.031738
	Iteration 3Q: 3 clusters Score -9535949 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -9536528.000000 Penalty: 5382.031738
	Iteration 4Q: 3 clusters Score -9536528 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -9537280.000000 Penalty: 5382.031738
	Iteration 5Q: 3 clusters Score -9537280 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -9538244.000000 Penalty: 5382.031738
	Iteration 6Q: 3 clusters Score -9538244 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -9539805.000000 Penalty: 5382.031738
	Iteration 7Q: 3 clusters Score -9539805 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -9542168.000000 Penalty: 5382.031738
	Iteration 8F: 3 clusters Score -9542168 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -9545144.000000 Penalty: 5382.031738
	Iteration 9F: 3 clusters Score -9545144 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -9547924.000000 Penalty: 5382.031738
	Iteration 10F: 3 clusters Score -9547924 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -9549638.000000 Penalty: 5382.031738
	Iteration 11F: 3 clusters Score -9549638 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -9550455.000000 Penalty: 5382.031738
	Iteration 12Q: 3 clusters Score -9550455 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -9550972.000000 Penalty: 5382.031738
	Iteration 13Q: 3 clusters Score -9550972 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -9551445.000000 Penalty: 5382.031738
	Iteration 14Q: 3 clusters Score -9551445 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -9551839.000000 Penalty: 5382.031738
	Iteration 15Q: 3 clusters Score -9551839 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -9552144.000000 Penalty: 5382.031738
	Iteration 16Q: 3 clusters Score -9552144 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9552460.000000 Penalty: 5382.031738
	Iteration 17Q: 3 clusters Score -9552460 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -9552779.000000 Penalty: 5382.031738
	Iteration 18Q: 3 clusters Score -9552779 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -9553021.000000 Penalty: 5382.031738
	Iteration 19Q: 3 clusters Score -9553021 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38432 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -9553157.000000 Penalty: 5382.031738
	Iteration 20F: 3 clusters Score -9553157 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -9553254.000000 Penalty: 5382.031738
	Iteration 21Q: 3 clusters Score -9553254 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -9553349.000000 Penalty: 5382.031738
	Iteration 22Q: 3 clusters Score -9553349 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -9553455.000000 Penalty: 5382.031738
	Iteration 23Q: 3 clusters Score -9553455 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -9553530.000000 Penalty: 5382.031738
	Iteration 24Q: 3 clusters Score -9553530 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -9553535.000000 Penalty: 5382.031738
	Iteration 25Q: 3 clusters Score -9553535 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -9553590.000000 Penalty: 5382.031738
	Iteration 26Q: 3 clusters Score -9553590 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -9553648.000000 Penalty: 5382.031738
	Iteration 27Q: 3 clusters Score -9553648 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -9553717.000000 Penalty: 5382.031738
	Iteration 28Q: 3 clusters Score -9553717 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -9553740.000000 Penalty: 5382.031738
	Iteration 29Q: 3 clusters Score -9553740 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -9553743.000000 Penalty: 5382.031738
	Iteration 30Q: 3 clusters Score -9553743 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -9553771.000000 Penalty: 5382.031738
	Iteration 31Q: 3 clusters Score -9553771 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -9553795.000000 Penalty: 5382.031738
	Iteration 32Q: 3 clusters Score -9553795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -9553845.000000 Penalty: 5382.031738
	Iteration 33Q: 3 clusters Score -9553845 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -9553872.000000 Penalty: 5382.031738
	Iteration 34Q: 3 clusters Score -9553872 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -9553889.000000 Penalty: 5382.031738
	Iteration 35Q: 3 clusters Score -9553889 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -9553908.000000 Penalty: 5382.031738
	Iteration 36Q: 3 clusters Score -9553908 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42391 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -9553910.000000 Penalty: 5382.031738
	Iteration 37Q: 3 clusters Score -9553910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -9553923.000000 Penalty: 5382.031738
	Iteration 38Q: 3 clusters Score -9553923 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -9553948.000000 Penalty: 5382.031738
	Iteration 39Q: 3 clusters Score -9553948 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9553957.000000 Penalty: 5382.031738
	Iteration 40F: 3 clusters Score -9553957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -9553956.000000 Penalty: 5382.031738
	Iteration 41Q: 3 clusters Score -9553956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -9553988.000000 Penalty: 5382.031738
	Iteration 42Q: 3 clusters Score -9553988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -9553983.000000 Penalty: 5382.031738
	Iteration 43Q: 3 clusters Score -9553983 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -9553992.000000 Penalty: 5382.031738
	Iteration 44Q: 3 clusters Score -9553992 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -9553994.000000 Penalty: 5382.031738
	Iteration 45Q: 3 clusters Score -9553994 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -9554017.000000 Penalty: 5382.031738
	Iteration 46Q: 3 clusters Score -9554017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -9554035.000000 Penalty: 5382.031738
	Iteration 47Q: 3 clusters Score -9554035 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -9554055.000000 Penalty: 5382.031738
	Iteration 48Q: 3 clusters Score -9554055 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -9554074.000000 Penalty: 5382.031738
	Iteration 49Q: 3 clusters Score -9554074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -9554068.000000 Penalty: 5382.031738
	Iteration 50Q: 3 clusters Score -9554068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -9554081.000000 Penalty: 5382.031738
	Iteration 51Q: 3 clusters Score -9554081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -9554074.000000 Penalty: 5382.031738
	Iteration 52Q: 3 clusters Score -9554074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -9554080.000000 Penalty: 5382.031738
	Iteration 53Q: 3 clusters Score -9554080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -9554064.000000 Penalty: 5382.031738
	Iteration 54Q: 3 clusters Score -9554064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -9554068.000000 Penalty: 5382.031738
	Iteration 55Q: 3 clusters Score -9554068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -9554061.000000 Penalty: 5382.031738
	Iteration 56Q: 3 clusters Score -9554061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -9554070.000000 Penalty: 5382.031738
	Iteration 57Q: 3 clusters Score -9554070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -9554061.000000 Penalty: 5382.031738
	Iteration 58Q: 3 clusters Score -9554061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -9554052.000000 Penalty: 5382.031738
	Iteration 59Q: 3 clusters Score -9554052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -9554041.000000 Penalty: 5382.031738
	Iteration 60F: 3 clusters Score -9554041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9554051.000000 Penalty: 5382.031738
	Iteration 61Q: 3 clusters Score -9554051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -9554062.000000 Penalty: 5382.031738
	Iteration 62Q: 3 clusters Score -9554062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -9554083.000000 Penalty: 5382.031738
	Iteration 63Q: 3 clusters Score -9554083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -9554094.000000 Penalty: 5382.031738
	Iteration 64Q: 3 clusters Score -9554094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -9554108.000000 Penalty: 5382.031738
	Iteration 65Q: 3 clusters Score -9554108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -9554088.000000 Penalty: 5382.031738
	Iteration 66Q: 3 clusters Score -9554088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -9554100.000000 Penalty: 5382.031738
	Iteration 67Q: 3 clusters Score -9554100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9554100.000000 Penalty: 5382.031738
	Iteration 68Q: 3 clusters Score -9554100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -9554098.000000 Penalty: 5382.031738
	Iteration 69Q: 3 clusters Score -9554098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -9554112.000000 Penalty: 5382.031738
	Iteration 70Q: 3 clusters Score -9554112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -9554115.000000 Penalty: 5382.031738
	Iteration 71Q: 3 clusters Score -9554115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -9554107.000000 Penalty: 5382.031738
	Iteration 72Q: 3 clusters Score -9554107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -9554121.000000 Penalty: 5382.031738
	Iteration 73Q: 3 clusters Score -9554121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -9554127.000000 Penalty: 5382.031738
	Iteration 74Q: 3 clusters Score -9554127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9554107.000000 Penalty: 5382.031738
	Iteration 75Q: 3 clusters Score -9554107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -9554103.000000 Penalty: 5382.031738
	Iteration 76Q: 3 clusters Score -9554103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9554109.000000 Penalty: 5382.031738
	Iteration 77Q: 3 clusters Score -9554109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -9554110.000000 Penalty: 5382.031738
	Iteration 78Q: 3 clusters Score -9554110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -9554109.000000 Penalty: 5382.031738
	Iteration 79Q: 3 clusters Score -9554109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9554116.000000 Penalty: 5382.031738
	Iteration 80F: 3 clusters Score -9554116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -9554123.000000 Penalty: 5382.031738
	Iteration 81Q: 3 clusters Score -9554123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -9554131.000000 Penalty: 5382.031738
	Iteration 82Q: 3 clusters Score -9554131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -9554112.000000 Penalty: 5382.031738
	Iteration 83Q: 3 clusters Score -9554112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -9554094.000000 Penalty: 5382.031738
	Iteration 84Q: 3 clusters Score -9554094 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -9554092.000000 Penalty: 5382.031738
	Iteration 85Q: 3 clusters Score -9554092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -9554092.000000 Penalty: 5382.031738
	Iteration 86Q: 3 clusters Score -9554092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -9554105.000000 Penalty: 5382.031738
	Iteration 87Q: 3 clusters Score -9554105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -9554120.000000 Penalty: 5382.031738
	Iteration 88Q: 3 clusters Score -9554120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -9554111.000000 Penalty: 5382.031738
	Iteration 89Q: 3 clusters Score -9554111 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -9554127.000000 Penalty: 5382.031738
	Iteration 90Q: 3 clusters Score -9554127 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -9554130.000000 Penalty: 5382.031738
	Iteration 91Q: 3 clusters Score -9554130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -9554143.000000 Penalty: 5382.031738
	Iteration 92Q: 3 clusters Score -9554143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -9554161.000000 Penalty: 5382.031738
	Iteration 93Q: 3 clusters Score -9554161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -9554163.000000 Penalty: 5382.031738
	Iteration 94Q: 3 clusters Score -9554163 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -9554180.000000 Penalty: 5382.031738
	Iteration 95Q: 3 clusters Score -9554180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -9554194.000000 Penalty: 5382.031738
	Iteration 96Q: 3 clusters Score -9554194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -9554201.000000 Penalty: 5382.031738
	Iteration 97Q: 3 clusters Score -9554201 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -9554188.000000 Penalty: 5382.031738
	Iteration 98Q: 3 clusters Score -9554188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9554191.000000 Penalty: 5382.031738
	Iteration 99Q: 3 clusters Score -9554191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9554194.000000 Penalty: 5382.031738
	Iteration 100F: 3 clusters Score -9554194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -9554187.000000 Penalty: 5382.031738
	Iteration 101Q: 3 clusters Score -9554187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -9554192.000000 Penalty: 5382.031738
	Iteration 102Q: 3 clusters Score -9554192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -9554198.000000 Penalty: 5382.031738
	Iteration 103Q: 3 clusters Score -9554198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -9554181.000000 Penalty: 5382.031738
	Iteration 104Q: 3 clusters Score -9554181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -9554177.000000 Penalty: 5382.031738
	Iteration 105Q: 3 clusters Score -9554177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -9554184.000000 Penalty: 5382.031738
	Iteration 106Q: 3 clusters Score -9554184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -9554195.000000 Penalty: 5382.031738
	Iteration 107Q: 3 clusters Score -9554195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -9554205.000000 Penalty: 5382.031738
	Iteration 108Q: 3 clusters Score -9554205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -9554195.000000 Penalty: 5382.031738
	Iteration 109Q: 3 clusters Score -9554195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -9554191.000000 Penalty: 5382.031738
	Iteration 110Q: 3 clusters Score -9554191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -9554188.000000 Penalty: 5382.031738
	Iteration 111Q: 3 clusters Score -9554188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -9554197.000000 Penalty: 5382.031738
	Iteration 112Q: 3 clusters Score -9554197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9554193.000000 Penalty: 5382.031738
	Iteration 113Q: 3 clusters Score -9554193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -9554182.000000 Penalty: 5382.031738
	Iteration 114Q: 3 clusters Score -9554182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9554180.000000 Penalty: 5382.031738
	Iteration 115Q: 3 clusters Score -9554180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9554184.000000 Penalty: 5382.031738
	Iteration 116Q: 3 clusters Score -9554184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -9554185.000000 Penalty: 5382.031738
	Iteration 117Q: 3 clusters Score -9554185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -9554178.000000 Penalty: 5382.031738
	Iteration 118Q: 3 clusters Score -9554178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -9554185.000000 Penalty: 5382.031738
	Iteration 119Q: 3 clusters Score -9554185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -9554183.000000 Penalty: 5382.031738
	Iteration 120F: 3 clusters Score -9554183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -9554182.000000 Penalty: 5382.031738
	Iteration 121Q: 3 clusters Score -9554182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9554184.000000 Penalty: 5382.031738
	Iteration 122Q: 3 clusters Score -9554184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -9554184.000000 Penalty: 5382.031738
	Iteration 123F: 3 clusters Score -9554184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -102972.796875 Penalty: 1660.864502
	Iteration 0F: 2 clusters Score -102972.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101287.523438 Penalty: 3321.729004
	Iteration 0F: 3 clusters Score -101287.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101756.906250 Penalty: 3321.729004
	Iteration 1F: 3 clusters Score -101756.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102018.296875 Penalty: 3321.729004
	Iteration 2F: 3 clusters Score -102018.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -102271.492188 Penalty: 3321.729004
	Iteration 3F: 3 clusters Score -102271.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102536.195312 Penalty: 3321.729004
	Iteration 4F: 3 clusters Score -102536.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102641.632812 Penalty: 3321.729004
	Iteration 5Q: 3 clusters Score -102641.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -102710.507812 Penalty: 3321.729004
	Iteration 6Q: 3 clusters Score -102710.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -102770.375000 Penalty: 3321.729004
	Iteration 7Q: 3 clusters Score -102770.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102811.328125 Penalty: 3321.729004
	Iteration 8Q: 3 clusters Score -102811.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102846.343750 Penalty: 3321.729004
	Iteration 9Q: 3 clusters Score -102846.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102873.648438 Penalty: 3321.729004
	Iteration 10Q: 3 clusters Score -102873.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102895.093750 Penalty: 3321.729004
	Iteration 11Q: 3 clusters Score -102895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102897.664062 Penalty: 3321.729004
	Iteration 12Q: 3 clusters Score -102897.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102899.070312 Penalty: 3321.729004
	Iteration 13Q: 3 clusters Score -102899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102901.765625 Penalty: 3321.729004
	Iteration 14Q: 3 clusters Score -102901.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102904.156250 Penalty: 3321.729004
	Iteration 15Q: 3 clusters Score -102904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102910.421875 Penalty: 3321.729004
	Iteration 16Q: 3 clusters Score -102910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -102915.406250 Penalty: 3321.729004
	Iteration 17Q: 3 clusters Score -102915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102918.070312 Penalty: 3321.729004
	Iteration 18Q: 3 clusters Score -102918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102920.460938 Penalty: 3321.729004
	Iteration 19Q: 3 clusters Score -102920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102921.546875 Penalty: 3321.729004
	Iteration 20F: 3 clusters Score -102921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102923.414062 Penalty: 3321.729004
	Iteration 21Q: 3 clusters Score -102923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -102923.414062 Penalty: 3321.729004
	Iteration 22F: 3 clusters Score -102923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (34377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Entering Unmasked Estep 
Score: -6435433.500000 Penalty: 2590.395508
	Iteration 0F: 2 clusters Score -6435434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -6412112.500000 Penalty: 5180.791016
	Iteration 0F: 3 clusters Score -6412112 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -6420411.500000 Penalty: 5180.791016
	Iteration 1F: 3 clusters Score -6420412 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -6421011.000000 Penalty: 5180.791016
	Iteration 2Q: 3 clusters Score -6421011 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -6421504.500000 Penalty: 5180.791016
	Iteration 3Q: 3 clusters Score -6421504 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -6422121.500000 Penalty: 5180.791016
	Iteration 4Q: 3 clusters Score -6422122 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -6422939.000000 Penalty: 5180.791016
	Iteration 5Q: 3 clusters Score -6422939 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -6424138.000000 Penalty: 5180.791016
	Iteration 6F: 3 clusters Score -6424138 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -6425917.500000 Penalty: 5180.791016
	Iteration 7F: 3 clusters Score -6425918 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -6428096.000000 Penalty: 5180.791016
	Iteration 8F: 3 clusters Score -6428096 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6430114.000000 Penalty: 5180.791016
	Iteration 9F: 3 clusters Score -6430114 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6431508.500000 Penalty: 5180.791016
	Iteration 10Q: 3 clusters Score -6431508 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6432287.500000 Penalty: 5180.791016
	Iteration 11Q: 3 clusters Score -6432288 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -6432714.500000 Penalty: 5180.791016
	Iteration 12Q: 3 clusters Score -6432714 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6432899.000000 Penalty: 5180.791016
	Iteration 13Q: 3 clusters Score -6432899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6432995.000000 Penalty: 5180.791016
	Iteration 14Q: 3 clusters Score -6432995 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6433052.000000 Penalty: 5180.791016
	Iteration 15Q: 3 clusters Score -6433052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -6433075.500000 Penalty: 5180.791016
	Iteration 16Q: 3 clusters Score -6433076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6433105.000000 Penalty: 5180.791016
	Iteration 17Q: 3 clusters Score -6433105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6433132.000000 Penalty: 5180.791016
	Iteration 18Q: 3 clusters Score -6433132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6433132.500000 Penalty: 5180.791016
	Iteration 19Q: 3 clusters Score -6433132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6433136.500000 Penalty: 5180.791016
	Iteration 20F: 3 clusters Score -6433136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6433136.500000 Penalty: 5180.791016
	Iteration 21Q: 3 clusters Score -6433136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6433140.500000 Penalty: 5180.791016
	Iteration 22Q: 3 clusters Score -6433140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6433141.000000 Penalty: 5180.791016
	Iteration 23Q: 3 clusters Score -6433141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6433146.500000 Penalty: 5180.791016
	Iteration 24Q: 3 clusters Score -6433146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6433154.000000 Penalty: 5180.791016
	Iteration 25Q: 3 clusters Score -6433154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6433156.000000 Penalty: 5180.791016
	Iteration 26Q: 3 clusters Score -6433156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6433156.500000 Penalty: 5180.791016
	Iteration 27Q: 3 clusters Score -6433156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6433163.000000 Penalty: 5180.791016
	Iteration 28Q: 3 clusters Score -6433163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6433163.500000 Penalty: 5180.791016
	Iteration 29Q: 3 clusters Score -6433164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6433158.000000 Penalty: 5180.791016
	Iteration 30Q: 3 clusters Score -6433158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6433164.500000 Penalty: 5180.791016
	Iteration 31Q: 3 clusters Score -6433164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6433170.000000 Penalty: 5180.791016
	Iteration 32Q: 3 clusters Score -6433170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6433173.000000 Penalty: 5180.791016
	Iteration 33Q: 3 clusters Score -6433173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6433169.000000 Penalty: 5180.791016
	Iteration 34Q: 3 clusters Score -6433169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6433169.500000 Penalty: 5180.791016
	Iteration 35Q: 3 clusters Score -6433170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6433171.500000 Penalty: 5180.791016
	Iteration 36Q: 3 clusters Score -6433172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6433171.500000 Penalty: 5180.791016
	Iteration 37F: 3 clusters Score -6433172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Entering Unmasked Estep 
Score: -5454997.000000 Penalty: 2556.892822
	Iteration 0F: 2 clusters Score -5454997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -5434315.500000 Penalty: 5113.785645
	Iteration 0F: 3 clusters Score -5434316 nChanged 13528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -5441612.500000 Penalty: 5113.785645
	Iteration 1F: 3 clusters Score -5441612 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5442054.500000 Penalty: 5113.785645
	Iteration 2Q: 3 clusters Score -5442054 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -5442527.000000 Penalty: 5113.785645
	Iteration 3Q: 3 clusters Score -5442527 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -5443059.000000 Penalty: 5113.785645
	Iteration 4Q: 3 clusters Score -5443059 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -5443845.000000 Penalty: 5113.785645
	Iteration 5F: 3 clusters Score -5443845 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -5444981.000000 Penalty: 5113.785645
	Iteration 6F: 3 clusters Score -5444981 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -5446518.000000 Penalty: 5113.785645
	Iteration 7F: 3 clusters Score -5446518 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -5448428.000000 Penalty: 5113.785645
	Iteration 8F: 3 clusters Score -5448428 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5450139.500000 Penalty: 5113.785645
	Iteration 9F: 3 clusters Score -5450140 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5451328.500000 Penalty: 5113.785645
	Iteration 10Q: 3 clusters Score -5451328 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5452032.500000 Penalty: 5113.785645
	Iteration 11Q: 3 clusters Score -5452032 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -5452346.000000 Penalty: 5113.785645
	Iteration 12Q: 3 clusters Score -5452346 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5452520.000000 Penalty: 5113.785645
	Iteration 13Q: 3 clusters Score -5452520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5452618.000000 Penalty: 5113.785645
	Iteration 14Q: 3 clusters Score -5452618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5452686.500000 Penalty: 5113.785645
	Iteration 15Q: 3 clusters Score -5452686 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5452713.500000 Penalty: 5113.785645
	Iteration 16Q: 3 clusters Score -5452714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5452756.000000 Penalty: 5113.785645
	Iteration 17Q: 3 clusters Score -5452756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5452780.500000 Penalty: 5113.785645
	Iteration 18Q: 3 clusters Score -5452780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5452786.000000 Penalty: 5113.785645
	Iteration 19Q: 3 clusters Score -5452786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5452790.500000 Penalty: 5113.785645
	Iteration 20F: 3 clusters Score -5452790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5452793.500000 Penalty: 5113.785645
	Iteration 21Q: 3 clusters Score -5452794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5452806.500000 Penalty: 5113.785645
	Iteration 22Q: 3 clusters Score -5452806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5452814.000000 Penalty: 5113.785645
	Iteration 23Q: 3 clusters Score -5452814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5452815.500000 Penalty: 5113.785645
	Iteration 24Q: 3 clusters Score -5452816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5452817.500000 Penalty: 5113.785645
	Iteration 25Q: 3 clusters Score -5452818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5452817.500000 Penalty: 5113.785645
	Iteration 26F: 3 clusters Score -5452818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Entering Unmasked Estep 
Score: -8668042.000000 Penalty: 2664.698730
	Iteration 0F: 2 clusters Score -8668042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8637695.000000 Penalty: 5329.397461
	Iteration 0F: 3 clusters Score -8637695 nChanged 21425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -8649493.000000 Penalty: 5329.397461
	Iteration 1F: 3 clusters Score -8649493 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -8650198.000000 Penalty: 5329.397461
	Iteration 2Q: 3 clusters Score -8650198 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8651055.000000 Penalty: 5329.397461
	Iteration 3Q: 3 clusters Score -8651055 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -8652318.000000 Penalty: 5329.397461
	Iteration 4Q: 3 clusters Score -8652318 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -8654021.000000 Penalty: 5329.397461
	Iteration 5F: 3 clusters Score -8654021 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -8656232.000000 Penalty: 5329.397461
	Iteration 6F: 3 clusters Score -8656232 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -8658804.000000 Penalty: 5329.397461
	Iteration 7F: 3 clusters Score -8658804 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -8661325.000000 Penalty: 5329.397461
	Iteration 8F: 3 clusters Score -8661325 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -8663154.000000 Penalty: 5329.397461
	Iteration 9Q: 3 clusters Score -8663154 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -8664213.000000 Penalty: 5329.397461
	Iteration 10Q: 3 clusters Score -8664213 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8664795.000000 Penalty: 5329.397461
	Iteration 11Q: 3 clusters Score -8664795 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8665158.000000 Penalty: 5329.397461
	Iteration 12Q: 3 clusters Score -8665158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8665370.000000 Penalty: 5329.397461
	Iteration 13Q: 3 clusters Score -8665370 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8665457.000000 Penalty: 5329.397461
	Iteration 14Q: 3 clusters Score -8665457 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -8665511.000000 Penalty: 5329.397461
	Iteration 15Q: 3 clusters Score -8665511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8665557.000000 Penalty: 5329.397461
	Iteration 16Q: 3 clusters Score -8665557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -8665578.000000 Penalty: 5329.397461
	Iteration 17Q: 3 clusters Score -8665578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8665629.000000 Penalty: 5329.397461
	Iteration 18Q: 3 clusters Score -8665629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8665671.000000 Penalty: 5329.397461
	Iteration 19Q: 3 clusters Score -8665671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -8665698.000000 Penalty: 5329.397461
	Iteration 20F: 3 clusters Score -8665698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -8665714.000000 Penalty: 5329.397461
	Iteration 21Q: 3 clusters Score -8665714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -8665742.000000 Penalty: 5329.397461
	Iteration 22Q: 3 clusters Score -8665742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8665759.000000 Penalty: 5329.397461
	Iteration 23Q: 3 clusters Score -8665759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8665782.000000 Penalty: 5329.397461
	Iteration 24Q: 3 clusters Score -8665782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8665804.000000 Penalty: 5329.397461
	Iteration 25Q: 3 clusters Score -8665804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8665816.000000 Penalty: 5329.397461
	Iteration 26Q: 3 clusters Score -8665816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8665822.000000 Penalty: 5329.397461
	Iteration 27Q: 3 clusters Score -8665822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45882 members 
Entering Unmasked Estep 
Score: -8665835.000000 Penalty: 5329.397461
	Iteration 28Q: 3 clusters Score -8665835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8665824.000000 Penalty: 5329.397461
	Iteration 29Q: 3 clusters Score -8665824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8665835.000000 Penalty: 5329.397461
	Iteration 30Q: 3 clusters Score -8665835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8665846.000000 Penalty: 5329.397461
	Iteration 31Q: 3 clusters Score -8665846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8665845.000000 Penalty: 5329.397461
	Iteration 32Q: 3 clusters Score -8665845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -8665845.000000 Penalty: 5329.397461
	Iteration 33Q: 3 clusters Score -8665845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -8665852.000000 Penalty: 5329.397461
	Iteration 34Q: 3 clusters Score -8665852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8665853.000000 Penalty: 5329.397461
	Iteration 35Q: 3 clusters Score -8665853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8665853.000000 Penalty: 5329.397461
	Iteration 36Q: 3 clusters Score -8665853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -8665855.000000 Penalty: 5329.397461
	Iteration 37Q: 3 clusters Score -8665855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8665852.000000 Penalty: 5329.397461
	Iteration 38Q: 3 clusters Score -8665852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8665852.000000 Penalty: 5329.397461
	Iteration 39F: 3 clusters Score -8665852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Entering Unmasked Estep 
Score: -9232924.000000 Penalty: 2681.007812
	Iteration 0F: 2 clusters Score -9232924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -9202604.000000 Penalty: 5362.015625
	Iteration 0F: 3 clusters Score -9202604 nChanged 22747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -9215021.000000 Penalty: 5362.015625
	Iteration 1F: 3 clusters Score -9215021 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -9215436.000000 Penalty: 5362.015625
	Iteration 2Q: 3 clusters Score -9215436 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -9215785.000000 Penalty: 5362.015625
	Iteration 3Q: 3 clusters Score -9215785 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -9216148.000000 Penalty: 5362.015625
	Iteration 4Q: 3 clusters Score -9216148 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -9216427.000000 Penalty: 5362.015625
	Iteration 5Q: 3 clusters Score -9216427 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -9216774.000000 Penalty: 5362.015625
	Iteration 6Q: 3 clusters Score -9216774 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9217210.000000 Penalty: 5362.015625
	Iteration 7Q: 3 clusters Score -9217210 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -9217687.000000 Penalty: 5362.015625
	Iteration 8Q: 3 clusters Score -9217687 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -9218313.000000 Penalty: 5362.015625
	Iteration 9Q: 3 clusters Score -9218313 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -9219161.000000 Penalty: 5362.015625
	Iteration 10Q: 3 clusters Score -9219161 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -9220244.000000 Penalty: 5362.015625
	Iteration 11Q: 3 clusters Score -9220244 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -9221794.000000 Penalty: 5362.015625
	Iteration 12Q: 3 clusters Score -9221794 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -9223324.000000 Penalty: 5362.015625
	Iteration 13Q: 3 clusters Score -9223324 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -9224809.000000 Penalty: 5362.015625
	Iteration 14Q: 3 clusters Score -9224809 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -9225946.000000 Penalty: 5362.015625
	Iteration 15Q: 3 clusters Score -9225946 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -9226845.000000 Penalty: 5362.015625
	Iteration 16Q: 3 clusters Score -9226845 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -9227414.000000 Penalty: 5362.015625
	Iteration 17Q: 3 clusters Score -9227414 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -9227752.000000 Penalty: 5362.015625
	Iteration 18Q: 3 clusters Score -9227752 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -9227998.000000 Penalty: 5362.015625
	Iteration 19Q: 3 clusters Score -9227998 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -9228186.000000 Penalty: 5362.015625
	Iteration 20F: 3 clusters Score -9228186 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -9228341.000000 Penalty: 5362.015625
	Iteration 21Q: 3 clusters Score -9228341 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -9228463.000000 Penalty: 5362.015625
	Iteration 22Q: 3 clusters Score -9228463 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -9228584.000000 Penalty: 5362.015625
	Iteration 23Q: 3 clusters Score -9228584 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -9228698.000000 Penalty: 5362.015625
	Iteration 24Q: 3 clusters Score -9228698 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -9228878.000000 Penalty: 5362.015625
	Iteration 25Q: 3 clusters Score -9228878 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -9229057.000000 Penalty: 5362.015625
	Iteration 26Q: 3 clusters Score -9229057 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -9229216.000000 Penalty: 5362.015625
	Iteration 27Q: 3 clusters Score -9229216 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -9229360.000000 Penalty: 5362.015625
	Iteration 28Q: 3 clusters Score -9229360 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -9229559.000000 Penalty: 5362.015625
	Iteration 29Q: 3 clusters Score -9229559 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -9229665.000000 Penalty: 5362.015625
	Iteration 30Q: 3 clusters Score -9229665 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9229754.000000 Penalty: 5362.015625
	Iteration 31Q: 3 clusters Score -9229754 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -9229852.000000 Penalty: 5362.015625
	Iteration 32Q: 3 clusters Score -9229852 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -9229931.000000 Penalty: 5362.015625
	Iteration 33Q: 3 clusters Score -9229931 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -9230018.000000 Penalty: 5362.015625
	Iteration 34Q: 3 clusters Score -9230018 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -9230130.000000 Penalty: 5362.015625
	Iteration 35Q: 3 clusters Score -9230130 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -9230206.000000 Penalty: 5362.015625
	Iteration 36Q: 3 clusters Score -9230206 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -9230285.000000 Penalty: 5362.015625
	Iteration 37Q: 3 clusters Score -9230285 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -9230347.000000 Penalty: 5362.015625
	Iteration 38Q: 3 clusters Score -9230347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -9230393.000000 Penalty: 5362.015625
	Iteration 39Q: 3 clusters Score -9230393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -9230416.000000 Penalty: 5362.015625
	Iteration 40F: 3 clusters Score -9230416 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -9230452.000000 Penalty: 5362.015625
	Iteration 41Q: 3 clusters Score -9230452 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9230471.000000 Penalty: 5362.015625
	Iteration 42Q: 3 clusters Score -9230471 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -9230507.000000 Penalty: 5362.015625
	Iteration 43Q: 3 clusters Score -9230507 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -9230521.000000 Penalty: 5362.015625
	Iteration 44Q: 3 clusters Score -9230521 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -9230545.000000 Penalty: 5362.015625
	Iteration 45Q: 3 clusters Score -9230545 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -9230554.000000 Penalty: 5362.015625
	Iteration 46Q: 3 clusters Score -9230554 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -9230559.000000 Penalty: 5362.015625
	Iteration 47Q: 3 clusters Score -9230559 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9230573.000000 Penalty: 5362.015625
	Iteration 48Q: 3 clusters Score -9230573 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -9230603.000000 Penalty: 5362.015625
	Iteration 49Q: 3 clusters Score -9230603 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -9230625.000000 Penalty: 5362.015625
	Iteration 50Q: 3 clusters Score -9230625 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -9230660.000000 Penalty: 5362.015625
	Iteration 51Q: 3 clusters Score -9230660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9230686.000000 Penalty: 5362.015625
	Iteration 52Q: 3 clusters Score -9230686 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9230707.000000 Penalty: 5362.015625
	Iteration 53Q: 3 clusters Score -9230707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9230741.000000 Penalty: 5362.015625
	Iteration 54Q: 3 clusters Score -9230741 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9230754.000000 Penalty: 5362.015625
	Iteration 55Q: 3 clusters Score -9230754 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47261 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9230804.000000 Penalty: 5362.015625
	Iteration 56Q: 3 clusters Score -9230804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -9230827.000000 Penalty: 5362.015625
	Iteration 57Q: 3 clusters Score -9230827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9230834.000000 Penalty: 5362.015625
	Iteration 58Q: 3 clusters Score -9230834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9230827.000000 Penalty: 5362.015625
	Iteration 59Q: 3 clusters Score -9230827 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9230833.000000 Penalty: 5362.015625
	Iteration 60F: 3 clusters Score -9230833 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9230855.000000 Penalty: 5362.015625
	Iteration 61Q: 3 clusters Score -9230855 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9230852.000000 Penalty: 5362.015625
	Iteration 62Q: 3 clusters Score -9230852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9230887.000000 Penalty: 5362.015625
	Iteration 63Q: 3 clusters Score -9230887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9230903.000000 Penalty: 5362.015625
	Iteration 64Q: 3 clusters Score -9230903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9230900.000000 Penalty: 5362.015625
	Iteration 65Q: 3 clusters Score -9230900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9230895.000000 Penalty: 5362.015625
	Iteration 66Q: 3 clusters Score -9230895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9230901.000000 Penalty: 5362.015625
	Iteration 67Q: 3 clusters Score -9230901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 5362.015625
	Iteration 68Q: 3 clusters Score -9230914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -9230923.000000 Penalty: 5362.015625
	Iteration 69Q: 3 clusters Score -9230923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47659 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9230916.000000 Penalty: 5362.015625
	Iteration 70Q: 3 clusters Score -9230916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47667 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 5362.015625
	Iteration 71Q: 3 clusters Score -9230914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9230928.000000 Penalty: 5362.015625
	Iteration 72Q: 3 clusters Score -9230928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 5362.015625
	Iteration 73Q: 3 clusters Score -9230914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -9230914.000000 Penalty: 5362.015625
	Iteration 74Q: 3 clusters Score -9230914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -9230920.000000 Penalty: 5362.015625
	Iteration 75Q: 3 clusters Score -9230920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9230925.000000 Penalty: 5362.015625
	Iteration 76Q: 3 clusters Score -9230925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9230945.000000 Penalty: 5362.015625
	Iteration 77Q: 3 clusters Score -9230945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9230954.000000 Penalty: 5362.015625
	Iteration 78Q: 3 clusters Score -9230954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9230966.000000 Penalty: 5362.015625
	Iteration 79Q: 3 clusters Score -9230966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9230969.000000 Penalty: 5362.015625
	Iteration 80F: 3 clusters Score -9230969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9230973.000000 Penalty: 5362.015625
	Iteration 81Q: 3 clusters Score -9230973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -9230964.000000 Penalty: 5362.015625
	Iteration 82Q: 3 clusters Score -9230964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9230966.000000 Penalty: 5362.015625
	Iteration 83Q: 3 clusters Score -9230966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47793 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9230962.000000 Penalty: 5362.015625
	Iteration 84Q: 3 clusters Score -9230962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47810 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9230967.000000 Penalty: 5362.015625
	Iteration 85Q: 3 clusters Score -9230967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9230981.000000 Penalty: 5362.015625
	Iteration 86Q: 3 clusters Score -9230981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9230988.000000 Penalty: 5362.015625
	Iteration 87Q: 3 clusters Score -9230988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9230985.000000 Penalty: 5362.015625
	Iteration 88Q: 3 clusters Score -9230985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47879 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9230991.000000 Penalty: 5362.015625
	Iteration 89Q: 3 clusters Score -9230991 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9230995.000000 Penalty: 5362.015625
	Iteration 90Q: 3 clusters Score -9230995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9231000.000000 Penalty: 5362.015625
	Iteration 91Q: 3 clusters Score -9231000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9230993.000000 Penalty: 5362.015625
	Iteration 92Q: 3 clusters Score -9230993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9230999.000000 Penalty: 5362.015625
	Iteration 93Q: 3 clusters Score -9230999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9230996.000000 Penalty: 5362.015625
	Iteration 94Q: 3 clusters Score -9230996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9231001.000000 Penalty: 5362.015625
	Iteration 95Q: 3 clusters Score -9231001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9231002.000000 Penalty: 5362.015625
	Iteration 96Q: 3 clusters Score -9231002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9231007.000000 Penalty: 5362.015625
	Iteration 97Q: 3 clusters Score -9231007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9231015.000000 Penalty: 5362.015625
	Iteration 98Q: 3 clusters Score -9231015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9231020.000000 Penalty: 5362.015625
	Iteration 99Q: 3 clusters Score -9231020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47990 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9231012.000000 Penalty: 5362.015625
	Iteration 100F: 3 clusters Score -9231012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9231014.000000 Penalty: 5362.015625
	Iteration 101Q: 3 clusters Score -9231014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9231016.000000 Penalty: 5362.015625
	Iteration 102Q: 3 clusters Score -9231016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9231011.000000 Penalty: 5362.015625
	Iteration 103Q: 3 clusters Score -9231011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9231015.000000 Penalty: 5362.015625
	Iteration 104Q: 3 clusters Score -9231015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9231021.000000 Penalty: 5362.015625
	Iteration 105Q: 3 clusters Score -9231021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9231030.000000 Penalty: 5362.015625
	Iteration 106Q: 3 clusters Score -9231030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9231025.000000 Penalty: 5362.015625
	Iteration 107Q: 3 clusters Score -9231025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9231026.000000 Penalty: 5362.015625
	Iteration 108Q: 3 clusters Score -9231026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9231028.000000 Penalty: 5362.015625
	Iteration 109Q: 3 clusters Score -9231028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9231026.000000 Penalty: 5362.015625
	Iteration 110Q: 3 clusters Score -9231026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9231031.000000 Penalty: 5362.015625
	Iteration 111Q: 3 clusters Score -9231031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -9231030.000000 Penalty: 5362.015625
	Iteration 112Q: 3 clusters Score -9231030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -9231037.000000 Penalty: 5362.015625
	Iteration 113Q: 3 clusters Score -9231037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -9231027.000000 Penalty: 5362.015625
	Iteration 114Q: 3 clusters Score -9231027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9231036.000000 Penalty: 5362.015625
	Iteration 115Q: 3 clusters Score -9231036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9231036.000000 Penalty: 5362.015625
	Iteration 116F: 3 clusters Score -9231036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Entering Unmasked Estep 
Score: -1331587.875000 Penalty: 2200.446289
	Iteration 0F: 2 clusters Score -1331588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1325754.875000 Penalty: 4400.892578
	Iteration 0F: 3 clusters Score -1325755 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1327334.625000 Penalty: 4400.892578
	Iteration 1F: 3 clusters Score -1327335 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1327562.500000 Penalty: 4400.892578
	Iteration 2F: 3 clusters Score -1327562 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1327702.250000 Penalty: 4400.892578
	Iteration 3Q: 3 clusters Score -1327702 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1327790.625000 Penalty: 4400.892578
	Iteration 4Q: 3 clusters Score -1327791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1327861.000000 Penalty: 4400.892578
	Iteration 5Q: 3 clusters Score -1327861 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1327921.000000 Penalty: 4400.892578
	Iteration 6Q: 3 clusters Score -1327921 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1327958.000000 Penalty: 4400.892578
	Iteration 7Q: 3 clusters Score -1327958 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1327984.875000 Penalty: 4400.892578
	Iteration 8Q: 3 clusters Score -1327985 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1328008.875000 Penalty: 4400.892578
	Iteration 9Q: 3 clusters Score -1328009 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1328028.625000 Penalty: 4400.892578
	Iteration 10Q: 3 clusters Score -1328029 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1328054.125000 Penalty: 4400.892578
	Iteration 11Q: 3 clusters Score -1328054 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1328077.125000 Penalty: 4400.892578
	Iteration 12Q: 3 clusters Score -1328077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1328105.875000 Penalty: 4400.892578
	Iteration 13Q: 3 clusters Score -1328106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1328126.125000 Penalty: 4400.892578
	Iteration 14Q: 3 clusters Score -1328126 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1328146.125000 Penalty: 4400.892578
	Iteration 15Q: 3 clusters Score -1328146 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1328164.750000 Penalty: 4400.892578
	Iteration 16Q: 3 clusters Score -1328165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1328180.625000 Penalty: 4400.892578
	Iteration 17Q: 3 clusters Score -1328181 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1328190.750000 Penalty: 4400.892578
	Iteration 18Q: 3 clusters Score -1328191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1328204.625000 Penalty: 4400.892578
	Iteration 19Q: 3 clusters Score -1328205 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1328213.625000 Penalty: 4400.892578
	Iteration 20F: 3 clusters Score -1328214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1328216.125000 Penalty: 4400.892578
	Iteration 21Q: 3 clusters Score -1328216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1328225.750000 Penalty: 4400.892578
	Iteration 22Q: 3 clusters Score -1328226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1328228.625000 Penalty: 4400.892578
	Iteration 23Q: 3 clusters Score -1328229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1328235.625000 Penalty: 4400.892578
	Iteration 24Q: 3 clusters Score -1328236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1328242.625000 Penalty: 4400.892578
	Iteration 25Q: 3 clusters Score -1328243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1328246.125000 Penalty: 4400.892578
	Iteration 26Q: 3 clusters Score -1328246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1328252.125000 Penalty: 4400.892578
	Iteration 27Q: 3 clusters Score -1328252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1328251.125000 Penalty: 4400.892578
	Iteration 28Q: 3 clusters Score -1328251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1328256.500000 Penalty: 4400.892578
	Iteration 29Q: 3 clusters Score -1328256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1328257.750000 Penalty: 4400.892578
	Iteration 30Q: 3 clusters Score -1328258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1328261.625000 Penalty: 4400.892578
	Iteration 31Q: 3 clusters Score -1328262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1328265.375000 Penalty: 4400.892578
	Iteration 32Q: 3 clusters Score -1328265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1328266.000000 Penalty: 4400.892578
	Iteration 33Q: 3 clusters Score -1328266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1328267.625000 Penalty: 4400.892578
	Iteration 34Q: 3 clusters Score -1328268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1328269.875000 Penalty: 4400.892578
	Iteration 35Q: 3 clusters Score -1328270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1328270.375000 Penalty: 4400.892578
	Iteration 36Q: 3 clusters Score -1328270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1328272.000000 Penalty: 4400.892578
	Iteration 37Q: 3 clusters Score -1328272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1328273.125000 Penalty: 4400.892578
	Iteration 38Q: 3 clusters Score -1328273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1328274.250000 Penalty: 4400.892578
	Iteration 39Q: 3 clusters Score -1328274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1328275.125000 Penalty: 4400.892578
	Iteration 40F: 3 clusters Score -1328275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1328279.125000 Penalty: 4400.892578
	Iteration 41Q: 3 clusters Score -1328279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1328281.875000 Penalty: 4400.892578
	Iteration 42Q: 3 clusters Score -1328282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1328278.750000 Penalty: 4400.892578
	Iteration 43Q: 3 clusters Score -1328279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1328281.875000 Penalty: 4400.892578
	Iteration 44Q: 3 clusters Score -1328282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1328280.250000 Penalty: 4400.892578
	Iteration 45Q: 3 clusters Score -1328280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1328283.625000 Penalty: 4400.892578
	Iteration 46Q: 3 clusters Score -1328284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1328285.375000 Penalty: 4400.892578
	Iteration 47Q: 3 clusters Score -1328285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1328285.375000 Penalty: 4400.892578
	Iteration 48Q: 3 clusters Score -1328285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1328286.875000 Penalty: 4400.892578
	Iteration 49Q: 3 clusters Score -1328287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1328290.250000 Penalty: 4400.892578
	Iteration 50Q: 3 clusters Score -1328290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1328288.875000 Penalty: 4400.892578
	Iteration 51Q: 3 clusters Score -1328289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1328293.875000 Penalty: 4400.892578
	Iteration 52Q: 3 clusters Score -1328294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1328292.625000 Penalty: 4400.892578
	Iteration 53Q: 3 clusters Score -1328293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1328292.125000 Penalty: 4400.892578
	Iteration 54Q: 3 clusters Score -1328292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1328297.250000 Penalty: 4400.892578
	Iteration 55Q: 3 clusters Score -1328297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1328297.125000 Penalty: 4400.892578
	Iteration 56Q: 3 clusters Score -1328297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1328297.500000 Penalty: 4400.892578
	Iteration 57Q: 3 clusters Score -1328298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1328297.750000 Penalty: 4400.892578
	Iteration 58Q: 3 clusters Score -1328298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1328297.875000 Penalty: 4400.892578
	Iteration 59Q: 3 clusters Score -1328298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1328299.250000 Penalty: 4400.892578
	Iteration 60F: 3 clusters Score -1328299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1328300.875000 Penalty: 4400.892578
	Iteration 61Q: 3 clusters Score -1328301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1328300.750000 Penalty: 4400.892578
	Iteration 62Q: 3 clusters Score -1328301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1328301.000000 Penalty: 4400.892578
	Iteration 63Q: 3 clusters Score -1328301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1328303.625000 Penalty: 4400.892578
	Iteration 64Q: 3 clusters Score -1328304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1328307.625000 Penalty: 4400.892578
	Iteration 65Q: 3 clusters Score -1328308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1328309.500000 Penalty: 4400.892578
	Iteration 66Q: 3 clusters Score -1328310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1328308.375000 Penalty: 4400.892578
	Iteration 67Q: 3 clusters Score -1328308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1328309.250000 Penalty: 4400.892578
	Iteration 68Q: 3 clusters Score -1328309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1328309.750000 Penalty: 4400.892578
	Iteration 69Q: 3 clusters Score -1328310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1328309.375000 Penalty: 4400.892578
	Iteration 70Q: 3 clusters Score -1328309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1328309.375000 Penalty: 4400.892578
	Iteration 71F: 3 clusters Score -1328309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Entering Unmasked Estep 
Score: -9338202.000000 Penalty: 2682.266357
	Iteration 0F: 2 clusters Score -9338202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -9308696.000000 Penalty: 5364.532715
	Iteration 0F: 3 clusters Score -9308696 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -9321378.000000 Penalty: 5364.532715
	Iteration 1F: 3 clusters Score -9321378 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -9321779.000000 Penalty: 5364.532715
	Iteration 2Q: 3 clusters Score -9321779 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -9322032.000000 Penalty: 5364.532715
	Iteration 3Q: 3 clusters Score -9322032 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -9322313.000000 Penalty: 5364.532715
	Iteration 4Q: 3 clusters Score -9322313 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -9322673.000000 Penalty: 5364.532715
	Iteration 5Q: 3 clusters Score -9322673 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9322981.000000 Penalty: 5364.532715
	Iteration 6Q: 3 clusters Score -9322981 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -9323263.000000 Penalty: 5364.532715
	Iteration 7Q: 3 clusters Score -9323263 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -9323657.000000 Penalty: 5364.532715
	Iteration 8Q: 3 clusters Score -9323657 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -9324267.000000 Penalty: 5364.532715
	Iteration 9Q: 3 clusters Score -9324267 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -9325205.000000 Penalty: 5364.532715
	Iteration 10Q: 3 clusters Score -9325205 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -9326607.000000 Penalty: 5364.532715
	Iteration 11Q: 3 clusters Score -9326607 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -9328458.000000 Penalty: 5364.532715
	Iteration 12F: 3 clusters Score -9328458 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -9330499.000000 Penalty: 5364.532715
	Iteration 13F: 3 clusters Score -9330499 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -9332292.000000 Penalty: 5364.532715
	Iteration 14F: 3 clusters Score -9332292 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -9333584.000000 Penalty: 5364.532715
	Iteration 15Q: 3 clusters Score -9333584 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -9334413.000000 Penalty: 5364.532715
	Iteration 16Q: 3 clusters Score -9334413 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -9334916.000000 Penalty: 5364.532715
	Iteration 17Q: 3 clusters Score -9334916 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -9335321.000000 Penalty: 5364.532715
	Iteration 18Q: 3 clusters Score -9335321 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -9335611.000000 Penalty: 5364.532715
	Iteration 19Q: 3 clusters Score -9335611 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -9335836.000000 Penalty: 5364.532715
	Iteration 20F: 3 clusters Score -9335836 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9335954.000000 Penalty: 5364.532715
	Iteration 21Q: 3 clusters Score -9335954 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9336054.000000 Penalty: 5364.532715
	Iteration 22Q: 3 clusters Score -9336054 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9336120.000000 Penalty: 5364.532715
	Iteration 23Q: 3 clusters Score -9336120 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47736 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9336121.000000 Penalty: 5364.532715
	Iteration 24Q: 3 clusters Score -9336121 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9336153.000000 Penalty: 5364.532715
	Iteration 25Q: 3 clusters Score -9336153 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9336141.000000 Penalty: 5364.532715
	Iteration 26Q: 3 clusters Score -9336141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9336123.000000 Penalty: 5364.532715
	Iteration 27Q: 3 clusters Score -9336123 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9336115.000000 Penalty: 5364.532715
	Iteration 28Q: 3 clusters Score -9336115 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9336118.000000 Penalty: 5364.532715
	Iteration 29Q: 3 clusters Score -9336118 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9336145.000000 Penalty: 5364.532715
	Iteration 30Q: 3 clusters Score -9336145 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9336150.000000 Penalty: 5364.532715
	Iteration 31Q: 3 clusters Score -9336150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9336173.000000 Penalty: 5364.532715
	Iteration 32Q: 3 clusters Score -9336173 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9336204.000000 Penalty: 5364.532715
	Iteration 33Q: 3 clusters Score -9336204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9336201.000000 Penalty: 5364.532715
	Iteration 34Q: 3 clusters Score -9336201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49056 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -9336209.000000 Penalty: 5364.532715
	Iteration 35Q: 3 clusters Score -9336209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9336219.000000 Penalty: 5364.532715
	Iteration 36Q: 3 clusters Score -9336219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9336219.000000 Penalty: 5364.532715
	Iteration 37Q: 3 clusters Score -9336219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49108 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9336209.000000 Penalty: 5364.532715
	Iteration 38Q: 3 clusters Score -9336209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9336208.000000 Penalty: 5364.532715
	Iteration 39Q: 3 clusters Score -9336208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9336210.000000 Penalty: 5364.532715
	Iteration 40F: 3 clusters Score -9336210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9336229.000000 Penalty: 5364.532715
	Iteration 41Q: 3 clusters Score -9336229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9336222.000000 Penalty: 5364.532715
	Iteration 42Q: 3 clusters Score -9336222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49142 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9336228.000000 Penalty: 5364.532715
	Iteration 43Q: 3 clusters Score -9336228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9336213.000000 Penalty: 5364.532715
	Iteration 44Q: 3 clusters Score -9336213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9336215.000000 Penalty: 5364.532715
	Iteration 45Q: 3 clusters Score -9336215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9336212.000000 Penalty: 5364.532715
	Iteration 46Q: 3 clusters Score -9336212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9336215.000000 Penalty: 5364.532715
	Iteration 47Q: 3 clusters Score -9336215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9336224.000000 Penalty: 5364.532715
	Iteration 48Q: 3 clusters Score -9336224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9336224.000000 Penalty: 5364.532715
	Iteration 49F: 3 clusters Score -9336224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Entering Unmasked Estep 
Score: -217837.343750 Penalty: 1782.539062
	Iteration 0F: 2 clusters Score -217837.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -215732.609375 Penalty: 3565.078125
	Iteration 0F: 3 clusters Score -215732.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -216153.078125 Penalty: 3565.078125
	Iteration 1F: 3 clusters Score -216153.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -216327.593750 Penalty: 3565.078125
	Iteration 2F: 3 clusters Score -216327.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -216482.406250 Penalty: 3565.078125
	Iteration 3F: 3 clusters Score -216482.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216611.921875 Penalty: 3565.078125
	Iteration 4Q: 3 clusters Score -216611.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216701.062500 Penalty: 3565.078125
	Iteration 5Q: 3 clusters Score -216701.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -216768.531250 Penalty: 3565.078125
	Iteration 6Q: 3 clusters Score -216768.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -216811.875000 Penalty: 3565.078125
	Iteration 7Q: 3 clusters Score -216811.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -216847.781250 Penalty: 3565.078125
	Iteration 8Q: 3 clusters Score -216847.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216873.671875 Penalty: 3565.078125
	Iteration 9Q: 3 clusters Score -216873.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -216901.718750 Penalty: 3565.078125
	Iteration 10Q: 3 clusters Score -216901.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -216940.109375 Penalty: 3565.078125
	Iteration 11Q: 3 clusters Score -216940.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216961.531250 Penalty: 3565.078125
	Iteration 12Q: 3 clusters Score -216961.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -216981.625000 Penalty: 3565.078125
	Iteration 13Q: 3 clusters Score -216981.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -216989.671875 Penalty: 3565.078125
	Iteration 14Q: 3 clusters Score -216989.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -216995.765625 Penalty: 3565.078125
	Iteration 15Q: 3 clusters Score -216995.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -216999.656250 Penalty: 3565.078125
	Iteration 16Q: 3 clusters Score -216999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -217002.109375 Penalty: 3565.078125
	Iteration 17Q: 3 clusters Score -217002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217003.234375 Penalty: 3565.078125
	Iteration 18Q: 3 clusters Score -217003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217003.234375 Penalty: 3565.078125
	Iteration 19F: 3 clusters Score -217003.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (46456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Entering Unmasked Estep 
Score: -8694823.000000 Penalty: 2665.072754
	Iteration 0F: 2 clusters Score -8694823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8664676.000000 Penalty: 5330.145508
	Iteration 0F: 3 clusters Score -8664676 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -8676299.000000 Penalty: 5330.145508
	Iteration 1F: 3 clusters Score -8676299 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8676818.000000 Penalty: 5330.145508
	Iteration 2Q: 3 clusters Score -8676818 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -8677315.000000 Penalty: 5330.145508
	Iteration 3Q: 3 clusters Score -8677315 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -8677878.000000 Penalty: 5330.145508
	Iteration 4Q: 3 clusters Score -8677878 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -8678543.000000 Penalty: 5330.145508
	Iteration 5Q: 3 clusters Score -8678543 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -8679535.000000 Penalty: 5330.145508
	Iteration 6Q: 3 clusters Score -8679535 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -8680889.000000 Penalty: 5330.145508
	Iteration 7Q: 3 clusters Score -8680889 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -8682755.000000 Penalty: 5330.145508
	Iteration 8F: 3 clusters Score -8682755 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -8684885.000000 Penalty: 5330.145508
	Iteration 9F: 3 clusters Score -8684885 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -8686887.000000 Penalty: 5330.145508
	Iteration 10F: 3 clusters Score -8686887 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8688497.000000 Penalty: 5330.145508
	Iteration 11Q: 3 clusters Score -8688497 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -8689737.000000 Penalty: 5330.145508
	Iteration 12Q: 3 clusters Score -8689737 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -8690505.000000 Penalty: 5330.145508
	Iteration 13Q: 3 clusters Score -8690505 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8691015.000000 Penalty: 5330.145508
	Iteration 14Q: 3 clusters Score -8691015 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8691408.000000 Penalty: 5330.145508
	Iteration 15Q: 3 clusters Score -8691408 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -8691685.000000 Penalty: 5330.145508
	Iteration 16Q: 3 clusters Score -8691685 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8691879.000000 Penalty: 5330.145508
	Iteration 17Q: 3 clusters Score -8691879 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8692044.000000 Penalty: 5330.145508
	Iteration 18Q: 3 clusters Score -8692044 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8692137.000000 Penalty: 5330.145508
	Iteration 19Q: 3 clusters Score -8692137 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8692219.000000 Penalty: 5330.145508
	Iteration 20F: 3 clusters Score -8692219 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8692294.000000 Penalty: 5330.145508
	Iteration 21Q: 3 clusters Score -8692294 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8692337.000000 Penalty: 5330.145508
	Iteration 22Q: 3 clusters Score -8692337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8692415.000000 Penalty: 5330.145508
	Iteration 23Q: 3 clusters Score -8692415 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8692452.000000 Penalty: 5330.145508
	Iteration 24Q: 3 clusters Score -8692452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8692491.000000 Penalty: 5330.145508
	Iteration 25Q: 3 clusters Score -8692491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8692514.000000 Penalty: 5330.145508
	Iteration 26Q: 3 clusters Score -8692514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8692548.000000 Penalty: 5330.145508
	Iteration 27Q: 3 clusters Score -8692548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8692555.000000 Penalty: 5330.145508
	Iteration 28Q: 3 clusters Score -8692555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8692558.000000 Penalty: 5330.145508
	Iteration 29Q: 3 clusters Score -8692558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8692568.000000 Penalty: 5330.145508
	Iteration 30Q: 3 clusters Score -8692568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8692576.000000 Penalty: 5330.145508
	Iteration 31Q: 3 clusters Score -8692576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8692595.000000 Penalty: 5330.145508
	Iteration 32Q: 3 clusters Score -8692595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8692588.000000 Penalty: 5330.145508
	Iteration 33Q: 3 clusters Score -8692588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8692596.000000 Penalty: 5330.145508
	Iteration 34Q: 3 clusters Score -8692596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8692609.000000 Penalty: 5330.145508
	Iteration 35Q: 3 clusters Score -8692609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8692608.000000 Penalty: 5330.145508
	Iteration 36Q: 3 clusters Score -8692608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8692613.000000 Penalty: 5330.145508
	Iteration 37Q: 3 clusters Score -8692613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8692612.000000 Penalty: 5330.145508
	Iteration 38Q: 3 clusters Score -8692612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8692611.000000 Penalty: 5330.145508
	Iteration 39Q: 3 clusters Score -8692611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8692608.000000 Penalty: 5330.145508
	Iteration 40F: 3 clusters Score -8692608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8692617.000000 Penalty: 5330.145508
	Iteration 41Q: 3 clusters Score -8692617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8692625.000000 Penalty: 5330.145508
	Iteration 42Q: 3 clusters Score -8692625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8692628.000000 Penalty: 5330.145508
	Iteration 43Q: 3 clusters Score -8692628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8692619.000000 Penalty: 5330.145508
	Iteration 44Q: 3 clusters Score -8692619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8692619.000000 Penalty: 5330.145508
	Iteration 45F: 3 clusters Score -8692619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -373296.156250 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -373296.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -370629.187500 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -370629.2 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -371343.750000 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -371343.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -371602.281250 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -371602.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -371755.687500 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -371755.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -371871.187500 Penalty: 3805.687988
	Iteration 4Q: 3 clusters Score -371871.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -371991.968750 Penalty: 3805.687988
	Iteration 5Q: 3 clusters Score -371992 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -372129.343750 Penalty: 3805.687988
	Iteration 6Q: 3 clusters Score -372129.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -372325.062500 Penalty: 3805.687988
	Iteration 7Q: 3 clusters Score -372325.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -372497.781250 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -372497.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -372752.906250 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -372752.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -373021.781250 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -373021.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373194.468750 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -373194.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -373309.531250 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -373309.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -373388.750000 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -373388.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -373447.625000 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -373447.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -373492.593750 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -373492.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -373516.250000 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -373516.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -373530.343750 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -373530.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -373553.968750 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -373554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -373565.468750 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -373565.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -373571.468750 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -373571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -373581.281250 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -373581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -373586.781250 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -373586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -373592.281250 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -373592.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -373597.156250 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -373597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -373603.625000 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -373603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -373606.062500 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -373606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -373606.062500 Penalty: 3805.687988
	Iteration 27F: 3 clusters Score -373606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 50122 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 342 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 319 members 
Mstep: Class 27 contains 9008 members 
Mstep: Class 28 contains 1807 members 
Entering Unmasked Estep 
Score: -137089056.000000 Penalty: 93905.554688
Splitting cluster 24 changes total score from -137088800.000000 to -137089056.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 49452 members 
Mstep: Class 3 contains 51751 members 
Mstep: Class 4 contains 51237 members 
Mstep: Class 5 contains 38885 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26216 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2199 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 50122 members 
Mstep: Class 14 contains 51579 members 
Mstep: Class 15 contains 810 members 
Mstep: Class 16 contains 34377 members 
Mstep: Class 17 contains 30033 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 49791 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 46456 members 
Mstep: Class 24 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 26. Lose 3283.528564 but Gain 3353.773438
Score: -137090896.000000 Penalty: 90551.781250
Iteration 79Q: 28 clusters Score -1.370909e+08 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 49652 members 
Mstep: Class 3 contains 51672 members 
Mstep: Class 4 contains 51152 members 
Mstep: Class 5 contains 38798 members 
Mstep: Class 6 contains 536 members 
Mstep: Class 7 contains 26019 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 45231 members 
Mstep: Class 11 contains 47872 members 
Mstep: Class 12 contains 621 members 
Mstep: Class 13 contains 50954 members 
Mstep: Class 14 contains 51146 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 34305 members 
Mstep: Class 17 contains 30002 members 
Mstep: Class 18 contains 46263 members 
Mstep: Class 19 contains 49482 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 49787 members 
Mstep: Class 22 contains 1317 members 
Mstep: Class 23 contains 46231 members 
Mstep: Class 24 contains 364 members 
Mstep: Class 25 contains 3046 members 
Mstep: Class 27 contains 8816 members 
Mstep: Class 28 contains 1783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093840.000000 Penalty: 90551.781250
Iteration 80F: 28 clusters Score -1.370938e+08 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 49785 members 
Mstep: Class 3 contains 51511 members 
Mstep: Class 4 contains 51007 members 
Mstep: Class 5 contains 38720 members 
Mstep: Class 6 contains 534 members 
Mstep: Class 7 contains 25716 members 
Mstep: Class 8 contains 1188 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 45097 members 
Mstep: Class 11 contains 47717 members 
Mstep: Class 12 contains 679 members 
Mstep: Class 13 contains 51977 members 
Mstep: Class 14 contains 50773 members 
Mstep: Class 15 contains 893 members 
Mstep: Class 16 contains 34165 members 
Mstep: Class 17 contains 29755 members 
Mstep: Class 18 contains 46144 members 
Mstep: Class 19 contains 49365 members 
Mstep: Class 20 contains 7123 members 
Mstep: Class 21 contains 49757 members 
Mstep: Class 22 contains 1268 members 
Mstep: Class 23 contains 45893 members 
Mstep: Class 24 contains 386 members 
Mstep: Class 25 contains 3165 members 
Mstep: Class 27 contains 9798 members 
Mstep: Class 28 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095552.000000 Penalty: 90551.781250
Iteration 81Q: 28 clusters Score -1.370956e+08 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 49813 members 
Mstep: Class 3 contains 51377 members 
Mstep: Class 4 contains 50863 members 
Mstep: Class 5 contains 38631 members 
Mstep: Class 6 contains 531 members 
Mstep: Class 7 contains 25428 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2196 members 
Mstep: Class 10 contains 44918 members 
Mstep: Class 11 contains 47674 members 
Mstep: Class 12 contains 696 members 
Mstep: Class 13 contains 53084 members 
Mstep: Class 14 contains 50407 members 
Mstep: Class 15 contains 879 members 
Mstep: Class 16 contains 34012 members 
Mstep: Class 17 contains 29659 members 
Mstep: Class 18 contains 46063 members 
Mstep: Class 19 contains 49223 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 49766 members 
Mstep: Class 22 contains 1252 members 
Mstep: Class 23 contains 45650 members 
Mstep: Class 24 contains 400 members 
Mstep: Class 25 contains 3239 members 
Mstep: Class 27 contains 10505 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137096832.000000 Penalty: 90551.781250
Iteration 82Q: 28 clusters Score -1.370968e+08 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49748 members 
Mstep: Class 2 contains 49727 members 
Mstep: Class 3 contains 51296 members 
Mstep: Class 4 contains 50730 members 
Mstep: Class 5 contains 38506 members 
Mstep: Class 6 contains 530 members 
Mstep: Class 7 contains 25185 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2200 members 
Mstep: Class 10 contains 44741 members 
Mstep: Class 11 contains 47587 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 54250 members 
Mstep: Class 14 contains 50091 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 33849 members 
Mstep: Class 17 contains 29635 members 
Mstep: Class 18 contains 45919 members 
Mstep: Class 19 contains 49147 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 49759 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 45406 members 
Mstep: Class 24 contains 405 members 
Mstep: Class 25 contains 3310 members 
Mstep: Class 27 contains 11267 members 
Mstep: Class 28 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137097936.000000 Penalty: 90551.781250
Iteration 83Q: 28 clusters Score -1.370979e+08 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 49582 members 
Mstep: Class 3 contains 51200 members 
Mstep: Class 4 contains 50511 members 
Mstep: Class 5 contains 38371 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 24948 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2203 members 
Mstep: Class 10 contains 44613 members 
Mstep: Class 11 contains 47467 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 55468 members 
Mstep: Class 14 contains 49875 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 33711 members 
Mstep: Class 17 contains 29637 members 
Mstep: Class 18 contains 45779 members 
Mstep: Class 19 contains 49031 members 
Mstep: Class 20 contains 7091 members 
Mstep: Class 21 contains 49747 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 45246 members 
Mstep: Class 24 contains 410 members 
Mstep: Class 25 contains 3358 members 
Mstep: Class 27 contains 12094 members 
Mstep: Class 28 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098400.000000 Penalty: 90551.781250
Iteration 84Q: 28 clusters Score -1.370984e+08 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 49415 members 
Mstep: Class 3 contains 51033 members 
Mstep: Class 4 contains 50276 members 
Mstep: Class 5 contains 38231 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 24705 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2207 members 
Mstep: Class 10 contains 44506 members 
Mstep: Class 11 contains 47342 members 
Mstep: Class 12 contains 707 members 
Mstep: Class 13 contains 56539 members 
Mstep: Class 14 contains 49624 members 
Mstep: Class 15 contains 863 members 
Mstep: Class 16 contains 33595 members 
Mstep: Class 17 contains 29647 members 
Mstep: Class 18 contains 45719 members 
Mstep: Class 19 contains 48955 members 
Mstep: Class 20 contains 7050 members 
Mstep: Class 21 contains 49745 members 
Mstep: Class 22 contains 1244 members 
Mstep: Class 23 contains 45116 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3402 members 
Mstep: Class 27 contains 13033 members 
Mstep: Class 28 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098848.000000 Penalty: 90551.781250
Iteration 85Q: 28 clusters Score -1.370988e+08 nChanged 7659
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 49261 members 
Mstep: Class 3 contains 50885 members 
Mstep: Class 4 contains 50090 members 
Mstep: Class 5 contains 38083 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 24462 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2212 members 
Mstep: Class 10 contains 44462 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 711 members 
Mstep: Class 13 contains 57434 members 
Mstep: Class 14 contains 49430 members 
Mstep: Class 15 contains 859 members 
Mstep: Class 16 contains 33491 members 
Mstep: Class 17 contains 29680 members 
Mstep: Class 18 contains 45667 members 
Mstep: Class 19 contains 48807 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 49724 members 
Mstep: Class 22 contains 1240 members 
Mstep: Class 23 contains 45057 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3437 members 
Mstep: Class 27 contains 14002 members 
Mstep: Class 28 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099584.000000 Penalty: 90551.781250
Iteration 86Q: 28 clusters Score -1.370996e+08 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 49239 members 
Mstep: Class 3 contains 50744 members 
Mstep: Class 4 contains 49909 members 
Mstep: Class 5 contains 37945 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 24212 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2214 members 
Mstep: Class 10 contains 44406 members 
Mstep: Class 11 contains 47010 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 58224 members 
Mstep: Class 14 contains 49219 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 33356 members 
Mstep: Class 17 contains 29708 members 
Mstep: Class 18 contains 45588 members 
Mstep: Class 19 contains 48718 members 
Mstep: Class 20 contains 7006 members 
Mstep: Class 21 contains 49712 members 
Mstep: Class 22 contains 1237 members 
Mstep: Class 23 contains 45047 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3461 members 
Mstep: Class 27 contains 15010 members 
Mstep: Class 28 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100160.000000 Penalty: 90551.781250
Iteration 87Q: 28 clusters Score -1.371002e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48450 members 
Mstep: Class 2 contains 49227 members 
Mstep: Class 3 contains 50665 members 
Mstep: Class 4 contains 49797 members 
Mstep: Class 5 contains 37790 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 23970 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2219 members 
Mstep: Class 10 contains 44322 members 
Mstep: Class 11 contains 46811 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 58692 members 
Mstep: Class 14 contains 49061 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 33222 members 
Mstep: Class 17 contains 29716 members 
Mstep: Class 18 contains 45487 members 
Mstep: Class 19 contains 48619 members 
Mstep: Class 20 contains 6989 members 
Mstep: Class 21 contains 49745 members 
Mstep: Class 22 contains 1232 members 
Mstep: Class 23 contains 45018 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3487 members 
Mstep: Class 27 contains 16109 members 
Mstep: Class 28 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100800.000000 Penalty: 90551.781250
Iteration 88Q: 28 clusters Score -1.371008e+08 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 49251 members 
Mstep: Class 3 contains 50595 members 
Mstep: Class 4 contains 49668 members 
Mstep: Class 5 contains 37637 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 23694 members 
Mstep: Class 8 contains 1187 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 44266 members 
Mstep: Class 11 contains 46457 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 58952 members 
Mstep: Class 14 contains 48880 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 33116 members 
Mstep: Class 17 contains 29733 members 
Mstep: Class 18 contains 45445 members 
Mstep: Class 19 contains 48556 members 
Mstep: Class 20 contains 6990 members 
Mstep: Class 21 contains 49789 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 44969 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3515 members 
Mstep: Class 27 contains 17292 members 
Mstep: Class 28 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101792.000000 Penalty: 90551.781250
Iteration 89Q: 28 clusters Score -1.371018e+08 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 49197 members 
Mstep: Class 3 contains 50568 members 
Mstep: Class 4 contains 49564 members 
Mstep: Class 5 contains 37497 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 23454 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 44228 members 
Mstep: Class 11 contains 46034 members 
Mstep: Class 12 contains 712 members 
Mstep: Class 13 contains 59114 members 
Mstep: Class 14 contains 48706 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32986 members 
Mstep: Class 17 contains 29748 members 
Mstep: Class 18 contains 45415 members 
Mstep: Class 19 contains 48446 members 
Mstep: Class 20 contains 6972 members 
Mstep: Class 21 contains 49800 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 44982 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3543 members 
Mstep: Class 27 contains 18543 members 
Mstep: Class 28 contains 2245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102736.000000 Penalty: 90551.781250
Iteration 90Q: 28 clusters Score -1.371027e+08 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 49160 members 
Mstep: Class 3 contains 50582 members 
Mstep: Class 4 contains 49484 members 
Mstep: Class 5 contains 37371 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 23195 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 45575 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 59149 members 
Mstep: Class 14 contains 48507 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32886 members 
Mstep: Class 17 contains 29772 members 
Mstep: Class 18 contains 45336 members 
Mstep: Class 19 contains 48431 members 
Mstep: Class 20 contains 6964 members 
Mstep: Class 21 contains 49817 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45050 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3571 members 
Mstep: Class 27 contains 19796 members 
Mstep: Class 28 contains 2246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104000.000000 Penalty: 90551.781250
Iteration 91Q: 28 clusters Score -1.37104e+08 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 49133 members 
Mstep: Class 3 contains 50575 members 
Mstep: Class 4 contains 49436 members 
Mstep: Class 5 contains 37223 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22924 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 44012 members 
Mstep: Class 11 contains 45186 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 59093 members 
Mstep: Class 14 contains 48345 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32792 members 
Mstep: Class 17 contains 29802 members 
Mstep: Class 18 contains 45312 members 
Mstep: Class 19 contains 48412 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 49819 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45153 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3595 members 
Mstep: Class 27 contains 21002 members 
Mstep: Class 28 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104624.000000 Penalty: 90551.781250
Iteration 92Q: 28 clusters Score -1.371046e+08 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 49115 members 
Mstep: Class 3 contains 50564 members 
Mstep: Class 4 contains 49405 members 
Mstep: Class 5 contains 37056 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22657 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 43899 members 
Mstep: Class 11 contains 44826 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58919 members 
Mstep: Class 14 contains 48190 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32721 members 
Mstep: Class 17 contains 29828 members 
Mstep: Class 18 contains 45305 members 
Mstep: Class 19 contains 48389 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 49821 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45219 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3619 members 
Mstep: Class 27 contains 22226 members 
Mstep: Class 28 contains 2252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105232.000000 Penalty: 90551.781250
Iteration 93Q: 28 clusters Score -1.371052e+08 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 49080 members 
Mstep: Class 3 contains 50574 members 
Mstep: Class 4 contains 49368 members 
Mstep: Class 5 contains 36901 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22422 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 43796 members 
Mstep: Class 11 contains 44512 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58734 members 
Mstep: Class 14 contains 48065 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32645 members 
Mstep: Class 17 contains 29859 members 
Mstep: Class 18 contains 45241 members 
Mstep: Class 19 contains 48290 members 
Mstep: Class 20 contains 6922 members 
Mstep: Class 21 contains 49857 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45296 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3638 members 
Mstep: Class 27 contains 23442 members 
Mstep: Class 28 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106160.000000 Penalty: 90551.781250
Iteration 94Q: 28 clusters Score -1.371062e+08 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 49089 members 
Mstep: Class 3 contains 50555 members 
Mstep: Class 4 contains 49274 members 
Mstep: Class 5 contains 36736 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22187 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2224 members 
Mstep: Class 10 contains 43786 members 
Mstep: Class 11 contains 44065 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58696 members 
Mstep: Class 14 contains 47931 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32597 members 
Mstep: Class 17 contains 29907 members 
Mstep: Class 18 contains 45186 members 
Mstep: Class 19 contains 48249 members 
Mstep: Class 20 contains 6908 members 
Mstep: Class 21 contains 49910 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45347 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3653 members 
Mstep: Class 27 contains 24564 members 
Mstep: Class 28 contains 2253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107264.000000 Penalty: 90551.781250
Iteration 95Q: 28 clusters Score -1.371073e+08 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 49103 members 
Mstep: Class 3 contains 50560 members 
Mstep: Class 4 contains 49161 members 
Mstep: Class 5 contains 36525 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22005 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2226 members 
Mstep: Class 10 contains 43769 members 
Mstep: Class 11 contains 43498 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58727 members 
Mstep: Class 14 contains 47781 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32536 members 
Mstep: Class 17 contains 29956 members 
Mstep: Class 18 contains 45193 members 
Mstep: Class 19 contains 48142 members 
Mstep: Class 20 contains 6899 members 
Mstep: Class 21 contains 49919 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45406 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3670 members 
Mstep: Class 27 contains 25673 members 
Mstep: Class 28 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108432.000000 Penalty: 90551.781250
Iteration 96Q: 28 clusters Score -1.371084e+08 nChanged 6315
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 49188 members 
Mstep: Class 3 contains 50569 members 
Mstep: Class 4 contains 49001 members 
Mstep: Class 5 contains 36334 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21792 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2230 members 
Mstep: Class 10 contains 43752 members 
Mstep: Class 11 contains 42901 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 47631 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32471 members 
Mstep: Class 17 contains 29986 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 48100 members 
Mstep: Class 20 contains 6874 members 
Mstep: Class 21 contains 49963 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45427 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3680 members 
Mstep: Class 27 contains 26757 members 
Mstep: Class 28 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109008.000000 Penalty: 90551.781250
Iteration 97Q: 28 clusters Score -1.37109e+08 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 49209 members 
Mstep: Class 3 contains 50590 members 
Mstep: Class 4 contains 48851 members 
Mstep: Class 5 contains 36140 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21617 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 43731 members 
Mstep: Class 11 contains 42339 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58919 members 
Mstep: Class 14 contains 47511 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32397 members 
Mstep: Class 17 contains 29989 members 
Mstep: Class 18 contains 45261 members 
Mstep: Class 19 contains 48083 members 
Mstep: Class 20 contains 6853 members 
Mstep: Class 21 contains 49982 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45460 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3694 members 
Mstep: Class 27 contains 27794 members 
Mstep: Class 28 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109456.000000 Penalty: 90551.781250
Iteration 98Q: 28 clusters Score -1.371095e+08 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 49204 members 
Mstep: Class 3 contains 50586 members 
Mstep: Class 4 contains 48717 members 
Mstep: Class 5 contains 35959 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21464 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2233 members 
Mstep: Class 10 contains 43749 members 
Mstep: Class 11 contains 41811 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 58963 members 
Mstep: Class 14 contains 47410 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32341 members 
Mstep: Class 17 contains 30003 members 
Mstep: Class 18 contains 45271 members 
Mstep: Class 19 contains 48034 members 
Mstep: Class 20 contains 6832 members 
Mstep: Class 21 contains 50036 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45497 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3709 members 
Mstep: Class 27 contains 28830 members 
Mstep: Class 28 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110064.000000 Penalty: 90551.781250
Iteration 99Q: 28 clusters Score -1.371101e+08 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 49204 members 
Mstep: Class 3 contains 50591 members 
Mstep: Class 4 contains 48589 members 
Mstep: Class 5 contains 35791 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21320 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 43779 members 
Mstep: Class 11 contains 41260 members 
Mstep: Class 12 contains 713 members 
Mstep: Class 13 contains 59043 members 
Mstep: Class 14 contains 47321 members 
Mstep: Class 15 contains 858 members 
Mstep: Class 16 contains 32298 members 
Mstep: Class 17 contains 30016 members 
Mstep: Class 18 contains 45292 members 
Mstep: Class 19 contains 48023 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 21 contains 50078 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45496 members 
Mstep: Class 24 contains 408 members 
Mstep: Class 25 contains 3723 members 
Mstep: Class 27 contains 29755 members 
Mstep: Class 28 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111216.000000 Penalty: 90551.781250
Iteration 100F: 28 clusters Score -1.371112e+08 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 49240 members 
Mstep: Class 3 contains 50587 members 
Mstep: Class 4 contains 48441 members 
Mstep: Class 5 contains 35624 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21219 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2228 members 
Mstep: Class 10 contains 43766 members 
Mstep: Class 11 contains 40472 members 
Mstep: Class 12 contains 714 members 
Mstep: Class 13 contains 58870 members 
Mstep: Class 14 contains 47267 members 
Mstep: Class 15 contains 853 members 
Mstep: Class 16 contains 32252 members 
Mstep: Class 17 contains 30019 members 
Mstep: Class 18 contains 45279 members 
Mstep: Class 19 contains 47962 members 
Mstep: Class 20 contains 6788 members 
Mstep: Class 21 contains 50118 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 45474 members 
Mstep: Class 24 contains 413 members 
Mstep: Class 25 contains 3735 members 
Mstep: Class 27 contains 31254 members 
Mstep: Class 28 contains 2262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113024.000000 Penalty: 90551.781250
Iteration 101Q: 28 clusters Score -1.37113e+08 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 49241 members 
Mstep: Class 3 contains 50566 members 
Mstep: Class 4 contains 48272 members 
Mstep: Class 5 contains 35478 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 43767 members 
Mstep: Class 11 contains 39601 members 
Mstep: Class 12 contains 719 members 
Mstep: Class 13 contains 58721 members 
Mstep: Class 14 contains 47194 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 32213 members 
Mstep: Class 17 contains 30064 members 
Mstep: Class 18 contains 45348 members 
Mstep: Class 19 contains 47870 members 
Mstep: Class 20 contains 6771 members 
Mstep: Class 21 contains 50105 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 45459 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3756 members 
Mstep: Class 27 contains 32817 members 
Mstep: Class 28 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113504.000000 Penalty: 90551.781250
Iteration 102Q: 28 clusters Score -1.371135e+08 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 49199 members 
Mstep: Class 3 contains 50570 members 
Mstep: Class 4 contains 48043 members 
Mstep: Class 5 contains 35331 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21008 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2232 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 38719 members 
Mstep: Class 12 contains 726 members 
Mstep: Class 13 contains 58599 members 
Mstep: Class 14 contains 47095 members 
Mstep: Class 15 contains 840 members 
Mstep: Class 16 contains 32136 members 
Mstep: Class 17 contains 30112 members 
Mstep: Class 18 contains 45392 members 
Mstep: Class 19 contains 47790 members 
Mstep: Class 20 contains 6768 members 
Mstep: Class 21 contains 50110 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 45430 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3770 members 
Mstep: Class 27 contains 34395 members 
Mstep: Class 28 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114768.000000 Penalty: 90551.781250
Iteration 103Q: 28 clusters Score -1.371148e+08 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 49248 members 
Mstep: Class 3 contains 50562 members 
Mstep: Class 4 contains 47804 members 
Mstep: Class 5 contains 35144 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20887 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2227 members 
Mstep: Class 10 contains 43717 members 
Mstep: Class 11 contains 37863 members 
Mstep: Class 12 contains 727 members 
Mstep: Class 13 contains 58448 members 
Mstep: Class 14 contains 46936 members 
Mstep: Class 15 contains 838 members 
Mstep: Class 16 contains 32056 members 
Mstep: Class 17 contains 30149 members 
Mstep: Class 18 contains 45497 members 
Mstep: Class 19 contains 47732 members 
Mstep: Class 20 contains 6761 members 
Mstep: Class 21 contains 50143 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 45392 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 3786 members 
Mstep: Class 27 contains 36059 members 
Mstep: Class 28 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115152.000000 Penalty: 90551.781250
Iteration 104Q: 28 clusters Score -1.371152e+08 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 49316 members 
Mstep: Class 3 contains 50490 members 
Mstep: Class 4 contains 47579 members 
Mstep: Class 5 contains 34956 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20799 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2225 members 
Mstep: Class 10 contains 43683 members 
Mstep: Class 11 contains 36944 members 
Mstep: Class 12 contains 728 members 
Mstep: Class 13 contains 58213 members 
Mstep: Class 14 contains 46792 members 
Mstep: Class 15 contains 837 members 
Mstep: Class 16 contains 32007 members 
Mstep: Class 17 contains 30187 members 
Mstep: Class 18 contains 45608 members 
Mstep: Class 19 contains 47694 members 
Mstep: Class 20 contains 6754 members 
Mstep: Class 21 contains 50166 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 45345 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 27 contains 37878 members 
Mstep: Class 28 contains 2272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116880.000000 Penalty: 90551.781250
Iteration 105Q: 28 clusters Score -1.371169e+08 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 49398 members 
Mstep: Class 3 contains 50420 members 
Mstep: Class 4 contains 47329 members 
Mstep: Class 5 contains 34766 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20692 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 43646 members 
Mstep: Class 11 contains 35889 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 58056 members 
Mstep: Class 14 contains 46614 members 
Mstep: Class 15 contains 835 members 
Mstep: Class 16 contains 31927 members 
Mstep: Class 17 contains 30235 members 
Mstep: Class 18 contains 45750 members 
Mstep: Class 19 contains 47667 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 50171 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 45317 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3831 members 
Mstep: Class 27 contains 39772 members 
Mstep: Class 28 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137118304.000000 Penalty: 90551.781250
Iteration 106Q: 28 clusters Score -1.371183e+08 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 49511 members 
Mstep: Class 3 contains 50370 members 
Mstep: Class 4 contains 47111 members 
Mstep: Class 5 contains 34583 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20632 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2222 members 
Mstep: Class 10 contains 43636 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57903 members 
Mstep: Class 14 contains 46451 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31843 members 
Mstep: Class 17 contains 30267 members 
Mstep: Class 18 contains 45818 members 
Mstep: Class 19 contains 47582 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 50197 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45239 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3855 members 
Mstep: Class 27 contains 41722 members 
Mstep: Class 28 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119456.000000 Penalty: 90551.781250
Iteration 107Q: 28 clusters Score -1.371195e+08 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 49579 members 
Mstep: Class 3 contains 50382 members 
Mstep: Class 4 contains 46845 members 
Mstep: Class 5 contains 34369 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 43585 members 
Mstep: Class 11 contains 33631 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57812 members 
Mstep: Class 14 contains 46262 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31795 members 
Mstep: Class 17 contains 30297 members 
Mstep: Class 18 contains 45884 members 
Mstep: Class 19 contains 47479 members 
Mstep: Class 20 contains 6744 members 
Mstep: Class 21 contains 50213 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45211 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3872 members 
Mstep: Class 27 contains 43694 members 
Mstep: Class 28 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119712.000000 Penalty: 90551.781250
Iteration 108Q: 28 clusters Score -1.371197e+08 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48923 members 
Mstep: Class 2 contains 49638 members 
Mstep: Class 3 contains 50409 members 
Mstep: Class 4 contains 46606 members 
Mstep: Class 5 contains 34113 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20462 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2221 members 
Mstep: Class 10 contains 43527 members 
Mstep: Class 11 contains 32591 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57777 members 
Mstep: Class 14 contains 46013 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31753 members 
Mstep: Class 17 contains 30327 members 
Mstep: Class 18 contains 45976 members 
Mstep: Class 19 contains 47410 members 
Mstep: Class 20 contains 6732 members 
Mstep: Class 21 contains 50234 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45175 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3888 members 
Mstep: Class 27 contains 45588 members 
Mstep: Class 28 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119968.000000 Penalty: 90551.781250
Iteration 109Q: 28 clusters Score -1.3712e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 49712 members 
Mstep: Class 3 contains 50393 members 
Mstep: Class 4 contains 46444 members 
Mstep: Class 5 contains 33853 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20362 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2216 members 
Mstep: Class 10 contains 43475 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57841 members 
Mstep: Class 14 contains 45860 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31704 members 
Mstep: Class 17 contains 30358 members 
Mstep: Class 18 contains 46066 members 
Mstep: Class 19 contains 47375 members 
Mstep: Class 20 contains 6734 members 
Mstep: Class 21 contains 50233 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45105 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 27 contains 47327 members 
Mstep: Class 28 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119744.000000 Penalty: 90551.781250
Iteration 110Q: 28 clusters Score -1.371197e+08 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 49771 members 
Mstep: Class 3 contains 50393 members 
Mstep: Class 4 contains 46313 members 
Mstep: Class 5 contains 33596 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20301 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 43446 members 
Mstep: Class 11 contains 30648 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57846 members 
Mstep: Class 14 contains 45703 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31643 members 
Mstep: Class 17 contains 30372 members 
Mstep: Class 18 contains 46159 members 
Mstep: Class 19 contains 47324 members 
Mstep: Class 20 contains 6729 members 
Mstep: Class 21 contains 50228 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45068 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3935 members 
Mstep: Class 27 contains 48868 members 
Mstep: Class 28 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137119984.000000 Penalty: 90551.781250
Iteration 111Q: 28 clusters Score -1.3712e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 49805 members 
Mstep: Class 3 contains 50378 members 
Mstep: Class 4 contains 46165 members 
Mstep: Class 5 contains 33354 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20222 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 43434 members 
Mstep: Class 11 contains 30379 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 57444 members 
Mstep: Class 14 contains 45535 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31576 members 
Mstep: Class 17 contains 30374 members 
Mstep: Class 18 contains 46227 members 
Mstep: Class 19 contains 47190 members 
Mstep: Class 20 contains 6722 members 
Mstep: Class 21 contains 50252 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45061 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3966 members 
Mstep: Class 27 contains 50236 members 
Mstep: Class 28 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120064.000000 Penalty: 90551.781250
Iteration 112Q: 28 clusters Score -1.371201e+08 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 49839 members 
Mstep: Class 3 contains 50353 members 
Mstep: Class 4 contains 46009 members 
Mstep: Class 5 contains 33101 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20145 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 43463 members 
Mstep: Class 11 contains 30448 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56960 members 
Mstep: Class 14 contains 45269 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31499 members 
Mstep: Class 17 contains 30389 members 
Mstep: Class 18 contains 46274 members 
Mstep: Class 19 contains 47135 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 50284 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45047 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 3998 members 
Mstep: Class 27 contains 51328 members 
Mstep: Class 28 contains 2289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120864.000000 Penalty: 90551.781250
Iteration 113Q: 28 clusters Score -1.371209e+08 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48954 members 
Mstep: Class 2 contains 49828 members 
Mstep: Class 3 contains 50317 members 
Mstep: Class 4 contains 45904 members 
Mstep: Class 5 contains 32862 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20037 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2217 members 
Mstep: Class 10 contains 43421 members 
Mstep: Class 11 contains 30772 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56384 members 
Mstep: Class 14 contains 45057 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31425 members 
Mstep: Class 17 contains 30383 members 
Mstep: Class 18 contains 46319 members 
Mstep: Class 19 contains 47123 members 
Mstep: Class 20 contains 6708 members 
Mstep: Class 21 contains 50317 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45037 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4033 members 
Mstep: Class 27 contains 52256 members 
Mstep: Class 28 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121264.000000 Penalty: 90551.781250
Iteration 114Q: 28 clusters Score -1.371213e+08 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 49893 members 
Mstep: Class 3 contains 50236 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 32606 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19968 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2218 members 
Mstep: Class 10 contains 43430 members 
Mstep: Class 11 contains 31087 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56006 members 
Mstep: Class 14 contains 44903 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31325 members 
Mstep: Class 17 contains 30371 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 47047 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 50340 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45008 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4069 members 
Mstep: Class 27 contains 53072 members 
Mstep: Class 28 contains 2290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137120976.000000 Penalty: 90551.781250
Iteration 115Q: 28 clusters Score -1.37121e+08 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 49929 members 
Mstep: Class 3 contains 50148 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 32369 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19898 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2220 members 
Mstep: Class 10 contains 43437 members 
Mstep: Class 11 contains 31440 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55784 members 
Mstep: Class 14 contains 44735 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31209 members 
Mstep: Class 17 contains 30332 members 
Mstep: Class 18 contains 46327 members 
Mstep: Class 19 contains 46997 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 50381 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44990 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4106 members 
Mstep: Class 27 contains 53707 members 
Mstep: Class 28 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121520.000000 Penalty: 90551.781250
Iteration 116Q: 28 clusters Score -1.371215e+08 nChanged 6574
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 49948 members 
Mstep: Class 3 contains 50044 members 
Mstep: Class 4 contains 45654 members 
Mstep: Class 5 contains 32132 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19827 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2223 members 
Mstep: Class 10 contains 43507 members 
Mstep: Class 11 contains 31815 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55657 members 
Mstep: Class 14 contains 44568 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31113 members 
Mstep: Class 17 contains 30284 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 46940 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 50415 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 45003 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4138 members 
Mstep: Class 27 contains 54155 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121296.000000 Penalty: 90551.781250
Iteration 117Q: 28 clusters Score -1.371213e+08 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 49969 members 
Mstep: Class 3 contains 49981 members 
Mstep: Class 4 contains 45638 members 
Mstep: Class 5 contains 31892 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19771 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 43621 members 
Mstep: Class 11 contains 32204 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55526 members 
Mstep: Class 14 contains 44405 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 31011 members 
Mstep: Class 17 contains 30262 members 
Mstep: Class 18 contains 46276 members 
Mstep: Class 19 contains 46794 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 50423 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44983 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4178 members 
Mstep: Class 27 contains 54573 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121584.000000 Penalty: 90551.781250
Iteration 118Q: 28 clusters Score -1.371216e+08 nChanged 6315
Entering ConstructFrom: 
Score: -137121584.000000 Penalty: 90551.781250
Entering ConstructFrom: 
Trying to split cluster 1 (49072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Entering Unmasked Estep 
Score: -9290128.000000 Penalty: 2678.658691
	Iteration 0F: 2 clusters Score -9290128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -9260195.000000 Penalty: 5357.317383
	Iteration 0F: 3 clusters Score -9260195 nChanged 22582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -9272366.000000 Penalty: 5357.317383
	Iteration 1F: 3 clusters Score -9272366 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -9272910.000000 Penalty: 5357.317383
	Iteration 2Q: 3 clusters Score -9272910 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -9273427.000000 Penalty: 5357.317383
	Iteration 3Q: 3 clusters Score -9273427 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -9274224.000000 Penalty: 5357.317383
	Iteration 4Q: 3 clusters Score -9274224 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -9275106.000000 Penalty: 5357.317383
	Iteration 5Q: 3 clusters Score -9275106 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -9276316.000000 Penalty: 5357.317383
	Iteration 6F: 3 clusters Score -9276316 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -9278315.000000 Penalty: 5357.317383
	Iteration 7F: 3 clusters Score -9278315 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -9280676.000000 Penalty: 5357.317383
	Iteration 8F: 3 clusters Score -9280676 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -9283186.000000 Penalty: 5357.317383
	Iteration 9F: 3 clusters Score -9283186 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -9285415.000000 Penalty: 5357.317383
	Iteration 10F: 3 clusters Score -9285415 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -9286656.000000 Penalty: 5357.317383
	Iteration 11Q: 3 clusters Score -9286656 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47310 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9287338.000000 Penalty: 5357.317383
	Iteration 12Q: 3 clusters Score -9287338 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9287592.000000 Penalty: 5357.317383
	Iteration 13Q: 3 clusters Score -9287592 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9287756.000000 Penalty: 5357.317383
	Iteration 14Q: 3 clusters Score -9287756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9287813.000000 Penalty: 5357.317383
	Iteration 15Q: 3 clusters Score -9287813 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9287840.000000 Penalty: 5357.317383
	Iteration 16Q: 3 clusters Score -9287840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9287886.000000 Penalty: 5357.317383
	Iteration 17Q: 3 clusters Score -9287886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9287906.000000 Penalty: 5357.317383
	Iteration 18Q: 3 clusters Score -9287906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9287914.000000 Penalty: 5357.317383
	Iteration 19Q: 3 clusters Score -9287914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9287933.000000 Penalty: 5357.317383
	Iteration 20F: 3 clusters Score -9287933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9287928.000000 Penalty: 5357.317383
	Iteration 21Q: 3 clusters Score -9287928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9287942.000000 Penalty: 5357.317383
	Iteration 22Q: 3 clusters Score -9287942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9287957.000000 Penalty: 5357.317383
	Iteration 23Q: 3 clusters Score -9287957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9287952.000000 Penalty: 5357.317383
	Iteration 24Q: 3 clusters Score -9287952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9287953.000000 Penalty: 5357.317383
	Iteration 25Q: 3 clusters Score -9287953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9287966.000000 Penalty: 5357.317383
	Iteration 26Q: 3 clusters Score -9287966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9287966.000000 Penalty: 5357.317383
	Iteration 27F: 3 clusters Score -9287966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Entering Unmasked Estep 
Score: -9448449.000000 Penalty: 2683.017334
	Iteration 0F: 2 clusters Score -9448449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -9419501.000000 Penalty: 5366.034668
	Iteration 0F: 3 clusters Score -9419501 nChanged 22886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -9432138.000000 Penalty: 5366.034668
	Iteration 1F: 3 clusters Score -9432138 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -9432710.000000 Penalty: 5366.034668
	Iteration 2Q: 3 clusters Score -9432710 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -9433238.000000 Penalty: 5366.034668
	Iteration 3Q: 3 clusters Score -9433238 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -9433788.000000 Penalty: 5366.034668
	Iteration 4Q: 3 clusters Score -9433788 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -9434355.000000 Penalty: 5366.034668
	Iteration 5Q: 3 clusters Score -9434355 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -9435113.000000 Penalty: 5366.034668
	Iteration 6Q: 3 clusters Score -9435113 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -9436086.000000 Penalty: 5366.034668
	Iteration 7Q: 3 clusters Score -9436086 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -9437451.000000 Penalty: 5366.034668
	Iteration 8F: 3 clusters Score -9437451 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -9439192.000000 Penalty: 5366.034668
	Iteration 9F: 3 clusters Score -9439192 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -9441333.000000 Penalty: 5366.034668
	Iteration 10F: 3 clusters Score -9441333 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -9443586.000000 Penalty: 5366.034668
	Iteration 11F: 3 clusters Score -9443586 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -9445278.000000 Penalty: 5366.034668
	Iteration 12F: 3 clusters Score -9445278 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -9446009.000000 Penalty: 5366.034668
	Iteration 13Q: 3 clusters Score -9446009 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9446253.000000 Penalty: 5366.034668
	Iteration 14Q: 3 clusters Score -9446253 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9446266.000000 Penalty: 5366.034668
	Iteration 15Q: 3 clusters Score -9446266 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9446269.000000 Penalty: 5366.034668
	Iteration 16Q: 3 clusters Score -9446269 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9446314.000000 Penalty: 5366.034668
	Iteration 17Q: 3 clusters Score -9446314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9446376.000000 Penalty: 5366.034668
	Iteration 18Q: 3 clusters Score -9446376 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9446407.000000 Penalty: 5366.034668
	Iteration 19Q: 3 clusters Score -9446407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9446424.000000 Penalty: 5366.034668
	Iteration 20F: 3 clusters Score -9446424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9446436.000000 Penalty: 5366.034668
	Iteration 21Q: 3 clusters Score -9446436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -9446460.000000 Penalty: 5366.034668
	Iteration 22Q: 3 clusters Score -9446460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9446463.000000 Penalty: 5366.034668
	Iteration 23Q: 3 clusters Score -9446463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9446467.000000 Penalty: 5366.034668
	Iteration 24Q: 3 clusters Score -9446467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9446477.000000 Penalty: 5366.034668
	Iteration 25Q: 3 clusters Score -9446477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9446468.000000 Penalty: 5366.034668
	Iteration 26Q: 3 clusters Score -9446468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49575 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9446469.000000 Penalty: 5366.034668
	Iteration 27Q: 3 clusters Score -9446469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9446472.000000 Penalty: 5366.034668
	Iteration 28Q: 3 clusters Score -9446472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9446465.000000 Penalty: 5366.034668
	Iteration 29Q: 3 clusters Score -9446465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9446472.000000 Penalty: 5366.034668
	Iteration 30Q: 3 clusters Score -9446472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9446474.000000 Penalty: 5366.034668
	Iteration 31Q: 3 clusters Score -9446474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9446473.000000 Penalty: 5366.034668
	Iteration 32Q: 3 clusters Score -9446473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9446479.000000 Penalty: 5366.034668
	Iteration 33Q: 3 clusters Score -9446479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9446471.000000 Penalty: 5366.034668
	Iteration 34Q: 3 clusters Score -9446471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9446471.000000 Penalty: 5366.034668
	Iteration 35F: 3 clusters Score -9446471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50023 members 
Entering Unmasked Estep 
Score: -9333861.000000 Penalty: 2683.418945
	Iteration 0F: 2 clusters Score -9333861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -9302199.000000 Penalty: 5366.837891
	Iteration 0F: 3 clusters Score -9302199 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -9315162.000000 Penalty: 5366.837891
	Iteration 1F: 3 clusters Score -9315162 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -9315748.000000 Penalty: 5366.837891
	Iteration 2Q: 3 clusters Score -9315748 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -9316275.000000 Penalty: 5366.837891
	Iteration 3Q: 3 clusters Score -9316275 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -9316961.000000 Penalty: 5366.837891
	Iteration 4Q: 3 clusters Score -9316961 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -9317844.000000 Penalty: 5366.837891
	Iteration 5Q: 3 clusters Score -9317844 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -9319020.000000 Penalty: 5366.837891
	Iteration 6F: 3 clusters Score -9319020 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -9320831.000000 Penalty: 5366.837891
	Iteration 7F: 3 clusters Score -9320831 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -9323256.000000 Penalty: 5366.837891
	Iteration 8F: 3 clusters Score -9323256 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -9326044.000000 Penalty: 5366.837891
	Iteration 9F: 3 clusters Score -9326044 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -9328517.000000 Penalty: 5366.837891
	Iteration 10F: 3 clusters Score -9328517 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9330251.000000 Penalty: 5366.837891
	Iteration 11Q: 3 clusters Score -9330251 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9330992.000000 Penalty: 5366.837891
	Iteration 12Q: 3 clusters Score -9330992 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9331337.000000 Penalty: 5366.837891
	Iteration 13Q: 3 clusters Score -9331337 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9331480.000000 Penalty: 5366.837891
	Iteration 14Q: 3 clusters Score -9331480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49480 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9331551.000000 Penalty: 5366.837891
	Iteration 15Q: 3 clusters Score -9331551 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9331609.000000 Penalty: 5366.837891
	Iteration 16Q: 3 clusters Score -9331609 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9331629.000000 Penalty: 5366.837891
	Iteration 17Q: 3 clusters Score -9331629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9331636.000000 Penalty: 5366.837891
	Iteration 18Q: 3 clusters Score -9331636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9331663.000000 Penalty: 5366.837891
	Iteration 19Q: 3 clusters Score -9331663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49643 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9331659.000000 Penalty: 5366.837891
	Iteration 20F: 3 clusters Score -9331659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9331665.000000 Penalty: 5366.837891
	Iteration 21Q: 3 clusters Score -9331665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9331673.000000 Penalty: 5366.837891
	Iteration 22Q: 3 clusters Score -9331673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49668 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9331669.000000 Penalty: 5366.837891
	Iteration 23Q: 3 clusters Score -9331669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9331678.000000 Penalty: 5366.837891
	Iteration 24Q: 3 clusters Score -9331678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9331674.000000 Penalty: 5366.837891
	Iteration 25Q: 3 clusters Score -9331674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9331686.000000 Penalty: 5366.837891
	Iteration 26Q: 3 clusters Score -9331686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9331684.000000 Penalty: 5366.837891
	Iteration 27Q: 3 clusters Score -9331684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9331681.000000 Penalty: 5366.837891
	Iteration 28Q: 3 clusters Score -9331681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9331686.000000 Penalty: 5366.837891
	Iteration 29Q: 3 clusters Score -9331686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49702 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9331681.000000 Penalty: 5366.837891
	Iteration 30Q: 3 clusters Score -9331681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9331689.000000 Penalty: 5366.837891
	Iteration 31Q: 3 clusters Score -9331689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9331684.000000 Penalty: 5366.837891
	Iteration 32Q: 3 clusters Score -9331684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9331686.000000 Penalty: 5366.837891
	Iteration 33Q: 3 clusters Score -9331686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9331688.000000 Penalty: 5366.837891
	Iteration 34Q: 3 clusters Score -9331688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9331688.000000 Penalty: 5366.837891
	Iteration 35F: 3 clusters Score -9331688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Entering Unmasked Estep 
Score: -8524047.000000 Penalty: 2660.460449
	Iteration 0F: 2 clusters Score -8524047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -8494535.000000 Penalty: 5320.920898
	Iteration 0F: 3 clusters Score -8494535 nChanged 20899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -8505872.000000 Penalty: 5320.920898
	Iteration 1F: 3 clusters Score -8505872 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -8506375.000000 Penalty: 5320.920898
	Iteration 2Q: 3 clusters Score -8506375 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -8506905.000000 Penalty: 5320.920898
	Iteration 3Q: 3 clusters Score -8506905 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -8507686.000000 Penalty: 5320.920898
	Iteration 4Q: 3 clusters Score -8507686 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -8508614.000000 Penalty: 5320.920898
	Iteration 5Q: 3 clusters Score -8508614 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -8509822.000000 Penalty: 5320.920898
	Iteration 6Q: 3 clusters Score -8509822 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -8511352.000000 Penalty: 5320.920898
	Iteration 7F: 3 clusters Score -8511352 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -8513259.000000 Penalty: 5320.920898
	Iteration 8F: 3 clusters Score -8513259 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -8515345.000000 Penalty: 5320.920898
	Iteration 9F: 3 clusters Score -8515345 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8517275.000000 Penalty: 5320.920898
	Iteration 10F: 3 clusters Score -8517275 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -8518561.000000 Penalty: 5320.920898
	Iteration 11Q: 3 clusters Score -8518561 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -8519393.000000 Penalty: 5320.920898
	Iteration 12Q: 3 clusters Score -8519393 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -8519997.000000 Penalty: 5320.920898
	Iteration 13Q: 3 clusters Score -8519997 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -8520520.000000 Penalty: 5320.920898
	Iteration 14Q: 3 clusters Score -8520520 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -8520960.000000 Penalty: 5320.920898
	Iteration 15Q: 3 clusters Score -8520960 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -8521298.000000 Penalty: 5320.920898
	Iteration 16Q: 3 clusters Score -8521298 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8521574.000000 Penalty: 5320.920898
	Iteration 17Q: 3 clusters Score -8521574 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -8521782.000000 Penalty: 5320.920898
	Iteration 18Q: 3 clusters Score -8521782 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -8521981.000000 Penalty: 5320.920898
	Iteration 19Q: 3 clusters Score -8521981 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8522096.000000 Penalty: 5320.920898
	Iteration 20F: 3 clusters Score -8522096 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -8522197.000000 Penalty: 5320.920898
	Iteration 21Q: 3 clusters Score -8522197 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -8522295.000000 Penalty: 5320.920898
	Iteration 22Q: 3 clusters Score -8522295 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8522351.000000 Penalty: 5320.920898
	Iteration 23Q: 3 clusters Score -8522351 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -8522413.000000 Penalty: 5320.920898
	Iteration 24Q: 3 clusters Score -8522413 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8522486.000000 Penalty: 5320.920898
	Iteration 25Q: 3 clusters Score -8522486 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8522540.000000 Penalty: 5320.920898
	Iteration 26Q: 3 clusters Score -8522540 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8522561.000000 Penalty: 5320.920898
	Iteration 27Q: 3 clusters Score -8522561 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8522632.000000 Penalty: 5320.920898
	Iteration 28Q: 3 clusters Score -8522632 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8522652.000000 Penalty: 5320.920898
	Iteration 29Q: 3 clusters Score -8522652 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8522645.000000 Penalty: 5320.920898
	Iteration 30Q: 3 clusters Score -8522645 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8522675.000000 Penalty: 5320.920898
	Iteration 31Q: 3 clusters Score -8522675 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8522679.000000 Penalty: 5320.920898
	Iteration 32Q: 3 clusters Score -8522679 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8522706.000000 Penalty: 5320.920898
	Iteration 33Q: 3 clusters Score -8522706 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8522712.000000 Penalty: 5320.920898
	Iteration 34Q: 3 clusters Score -8522712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8522730.000000 Penalty: 5320.920898
	Iteration 35Q: 3 clusters Score -8522730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8522748.000000 Penalty: 5320.920898
	Iteration 36Q: 3 clusters Score -8522748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8522723.000000 Penalty: 5320.920898
	Iteration 37Q: 3 clusters Score -8522723 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8522714.000000 Penalty: 5320.920898
	Iteration 38Q: 3 clusters Score -8522714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8522710.000000 Penalty: 5320.920898
	Iteration 39Q: 3 clusters Score -8522710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8522714.000000 Penalty: 5320.920898
	Iteration 40F: 3 clusters Score -8522714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8522706.000000 Penalty: 5320.920898
	Iteration 41Q: 3 clusters Score -8522706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8522696.000000 Penalty: 5320.920898
	Iteration 42Q: 3 clusters Score -8522696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8522708.000000 Penalty: 5320.920898
	Iteration 43Q: 3 clusters Score -8522708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8522705.000000 Penalty: 5320.920898
	Iteration 44Q: 3 clusters Score -8522705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8522695.000000 Penalty: 5320.920898
	Iteration 45Q: 3 clusters Score -8522695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8522705.000000 Penalty: 5320.920898
	Iteration 46Q: 3 clusters Score -8522705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8522713.000000 Penalty: 5320.920898
	Iteration 47Q: 3 clusters Score -8522713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8522710.000000 Penalty: 5320.920898
	Iteration 48Q: 3 clusters Score -8522710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8522708.000000 Penalty: 5320.920898
	Iteration 49Q: 3 clusters Score -8522708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -8522697.000000 Penalty: 5320.920898
	Iteration 50Q: 3 clusters Score -8522697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8522694.000000 Penalty: 5320.920898
	Iteration 51Q: 3 clusters Score -8522694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8522687.000000 Penalty: 5320.920898
	Iteration 52Q: 3 clusters Score -8522687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8522692.000000 Penalty: 5320.920898
	Iteration 53Q: 3 clusters Score -8522692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8522684.000000 Penalty: 5320.920898
	Iteration 54Q: 3 clusters Score -8522684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8522688.000000 Penalty: 5320.920898
	Iteration 55Q: 3 clusters Score -8522688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8522685.000000 Penalty: 5320.920898
	Iteration 56Q: 3 clusters Score -8522685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8522686.000000 Penalty: 5320.920898
	Iteration 57Q: 3 clusters Score -8522686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8522681.000000 Penalty: 5320.920898
	Iteration 58Q: 3 clusters Score -8522681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8522681.000000 Penalty: 5320.920898
	Iteration 59F: 3 clusters Score -8522681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Entering Unmasked Estep 
Score: -5906953.000000 Penalty: 2569.702393
	Iteration 0F: 2 clusters Score -5906953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -5885433.500000 Penalty: 5139.404785
	Iteration 0F: 3 clusters Score -5885434 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -5893194.500000 Penalty: 5139.404785
	Iteration 1F: 3 clusters Score -5893194 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -5893634.000000 Penalty: 5139.404785
	Iteration 2Q: 3 clusters Score -5893634 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -5894114.000000 Penalty: 5139.404785
	Iteration 3Q: 3 clusters Score -5894114 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -5894811.000000 Penalty: 5139.404785
	Iteration 4Q: 3 clusters Score -5894811 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -5895701.000000 Penalty: 5139.404785
	Iteration 5F: 3 clusters Score -5895701 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -5897051.500000 Penalty: 5139.404785
	Iteration 6F: 3 clusters Score -5897052 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5898834.500000 Penalty: 5139.404785
	Iteration 7F: 3 clusters Score -5898834 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -5900884.500000 Penalty: 5139.404785
	Iteration 8F: 3 clusters Score -5900884 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5902588.000000 Penalty: 5139.404785
	Iteration 9F: 3 clusters Score -5902588 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5903655.000000 Penalty: 5139.404785
	Iteration 10Q: 3 clusters Score -5903655 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30862 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5904229.500000 Penalty: 5139.404785
	Iteration 11Q: 3 clusters Score -5904230 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5904439.500000 Penalty: 5139.404785
	Iteration 12Q: 3 clusters Score -5904440 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5904544.000000 Penalty: 5139.404785
	Iteration 13Q: 3 clusters Score -5904544 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5904595.000000 Penalty: 5139.404785
	Iteration 14Q: 3 clusters Score -5904595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5904639.500000 Penalty: 5139.404785
	Iteration 15Q: 3 clusters Score -5904640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5904677.500000 Penalty: 5139.404785
	Iteration 16Q: 3 clusters Score -5904678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5904680.500000 Penalty: 5139.404785
	Iteration 17Q: 3 clusters Score -5904680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5904704.500000 Penalty: 5139.404785
	Iteration 18Q: 3 clusters Score -5904704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5904726.000000 Penalty: 5139.404785
	Iteration 19Q: 3 clusters Score -5904726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5904748.500000 Penalty: 5139.404785
	Iteration 20F: 3 clusters Score -5904748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5904759.000000 Penalty: 5139.404785
	Iteration 21Q: 3 clusters Score -5904759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5904758.500000 Penalty: 5139.404785
	Iteration 22Q: 3 clusters Score -5904758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5904765.000000 Penalty: 5139.404785
	Iteration 23Q: 3 clusters Score -5904765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5904766.500000 Penalty: 5139.404785
	Iteration 24Q: 3 clusters Score -5904766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5904769.500000 Penalty: 5139.404785
	Iteration 25Q: 3 clusters Score -5904770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5904770.500000 Penalty: 5139.404785
	Iteration 26Q: 3 clusters Score -5904770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5904770.500000 Penalty: 5139.404785
	Iteration 27F: 3 clusters Score -5904770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46738.238281 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46738.24 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47198.339844 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47198.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -47501.910156 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47501.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47814.156250 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47814.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48146.304688 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48146.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -48270.964844 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48270.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -48347.160156 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48347.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48353.468750 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48353.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48353.468750 Penalty: 3109.471680
	Iteration 8F: 3 clusters Score -48353.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 49942 members 
Mstep: Class 3 contains 50023 members 
Mstep: Class 4 contains 45600 members 
Mstep: Class 5 contains 31625 members 
Mstep: Class 6 contains 157 members 
Mstep: Class 7 contains 19702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 43731 members 
Mstep: Class 11 contains 32618 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55405 members 
Mstep: Class 14 contains 44279 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 30225 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 46635 members 
Mstep: Class 20 contains 6615 members 
Mstep: Class 21 contains 50442 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44945 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 26 contains 371 members 
Mstep: Class 27 contains 54861 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
Score: -137120176.000000 Penalty: 93905.554688
Splitting cluster 6 changes total score from -137121584.000000 to -137120176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (19702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Entering Unmasked Estep 
Score: -3651966.500000 Penalty: 2452.341797
	Iteration 0F: 2 clusters Score -3651966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -3638139.750000 Penalty: 4904.683594
	Iteration 0F: 3 clusters Score -3638140 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -3642808.750000 Penalty: 4904.683594
	Iteration 1F: 3 clusters Score -3642809 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3643253.500000 Penalty: 4904.683594
	Iteration 2F: 3 clusters Score -3643254 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -3643644.500000 Penalty: 4904.683594
	Iteration 3Q: 3 clusters Score -3643644 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -3644026.000000 Penalty: 4904.683594
	Iteration 4Q: 3 clusters Score -3644026 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -3644462.000000 Penalty: 4904.683594
	Iteration 5Q: 3 clusters Score -3644462 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -3644935.750000 Penalty: 4904.683594
	Iteration 6Q: 3 clusters Score -3644936 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -3645461.250000 Penalty: 4904.683594
	Iteration 7Q: 3 clusters Score -3645461 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -3645966.750000 Penalty: 4904.683594
	Iteration 8Q: 3 clusters Score -3645967 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -3646417.500000 Penalty: 4904.683594
	Iteration 9Q: 3 clusters Score -3646418 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -3646834.750000 Penalty: 4904.683594
	Iteration 10Q: 3 clusters Score -3646835 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -3647135.250000 Penalty: 4904.683594
	Iteration 11Q: 3 clusters Score -3647135 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3647338.500000 Penalty: 4904.683594
	Iteration 12Q: 3 clusters Score -3647338 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -3647501.750000 Penalty: 4904.683594
	Iteration 13Q: 3 clusters Score -3647502 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -3647621.750000 Penalty: 4904.683594
	Iteration 14Q: 3 clusters Score -3647622 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3647702.500000 Penalty: 4904.683594
	Iteration 15Q: 3 clusters Score -3647702 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -3647774.500000 Penalty: 4904.683594
	Iteration 16Q: 3 clusters Score -3647774 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -3647817.750000 Penalty: 4904.683594
	Iteration 17Q: 3 clusters Score -3647818 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3647858.250000 Penalty: 4904.683594
	Iteration 18Q: 3 clusters Score -3647858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -3647904.500000 Penalty: 4904.683594
	Iteration 19Q: 3 clusters Score -3647904 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3647957.750000 Penalty: 4904.683594
	Iteration 20F: 3 clusters Score -3647958 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -3647999.750000 Penalty: 4904.683594
	Iteration 21Q: 3 clusters Score -3648000 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -3648037.750000 Penalty: 4904.683594
	Iteration 22Q: 3 clusters Score -3648038 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3648067.000000 Penalty: 4904.683594
	Iteration 23Q: 3 clusters Score -3648067 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3648105.750000 Penalty: 4904.683594
	Iteration 24Q: 3 clusters Score -3648106 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -3648138.500000 Penalty: 4904.683594
	Iteration 25Q: 3 clusters Score -3648138 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -3648185.750000 Penalty: 4904.683594
	Iteration 26Q: 3 clusters Score -3648186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3648229.250000 Penalty: 4904.683594
	Iteration 27Q: 3 clusters Score -3648229 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -3648282.750000 Penalty: 4904.683594
	Iteration 28Q: 3 clusters Score -3648283 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -3648296.500000 Penalty: 4904.683594
	Iteration 29Q: 3 clusters Score -3648296 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3648348.250000 Penalty: 4904.683594
	Iteration 30Q: 3 clusters Score -3648348 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -3648406.000000 Penalty: 4904.683594
	Iteration 31Q: 3 clusters Score -3648406 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3648432.500000 Penalty: 4904.683594
	Iteration 32Q: 3 clusters Score -3648432 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3648468.500000 Penalty: 4904.683594
	Iteration 33Q: 3 clusters Score -3648468 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3648514.000000 Penalty: 4904.683594
	Iteration 34Q: 3 clusters Score -3648514 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3648556.000000 Penalty: 4904.683594
	Iteration 35Q: 3 clusters Score -3648556 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3648613.750000 Penalty: 4904.683594
	Iteration 36Q: 3 clusters Score -3648614 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3648658.500000 Penalty: 4904.683594
	Iteration 37Q: 3 clusters Score -3648658 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -3648702.000000 Penalty: 4904.683594
	Iteration 38Q: 3 clusters Score -3648702 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -3648759.500000 Penalty: 4904.683594
	Iteration 39Q: 3 clusters Score -3648760 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3648786.750000 Penalty: 4904.683594
	Iteration 40F: 3 clusters Score -3648787 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -3648827.000000 Penalty: 4904.683594
	Iteration 41Q: 3 clusters Score -3648827 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -3648883.000000 Penalty: 4904.683594
	Iteration 42Q: 3 clusters Score -3648883 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3648929.500000 Penalty: 4904.683594
	Iteration 43Q: 3 clusters Score -3648930 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -3648982.750000 Penalty: 4904.683594
	Iteration 44Q: 3 clusters Score -3648983 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3649048.750000 Penalty: 4904.683594
	Iteration 45Q: 3 clusters Score -3649049 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -3649103.750000 Penalty: 4904.683594
	Iteration 46Q: 3 clusters Score -3649104 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3649160.250000 Penalty: 4904.683594
	Iteration 47Q: 3 clusters Score -3649160 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -3649192.250000 Penalty: 4904.683594
	Iteration 48Q: 3 clusters Score -3649192 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -3649235.750000 Penalty: 4904.683594
	Iteration 49Q: 3 clusters Score -3649236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -3649269.250000 Penalty: 4904.683594
	Iteration 50Q: 3 clusters Score -3649269 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3649297.500000 Penalty: 4904.683594
	Iteration 51Q: 3 clusters Score -3649298 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3649344.500000 Penalty: 4904.683594
	Iteration 52Q: 3 clusters Score -3649344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3649380.500000 Penalty: 4904.683594
	Iteration 53Q: 3 clusters Score -3649380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3649413.500000 Penalty: 4904.683594
	Iteration 54Q: 3 clusters Score -3649414 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3649456.750000 Penalty: 4904.683594
	Iteration 55Q: 3 clusters Score -3649457 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3649485.000000 Penalty: 4904.683594
	Iteration 56Q: 3 clusters Score -3649485 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -3649510.000000 Penalty: 4904.683594
	Iteration 57Q: 3 clusters Score -3649510 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3649534.250000 Penalty: 4904.683594
	Iteration 58Q: 3 clusters Score -3649534 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -3649561.000000 Penalty: 4904.683594
	Iteration 59Q: 3 clusters Score -3649561 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3649595.750000 Penalty: 4904.683594
	Iteration 60F: 3 clusters Score -3649596 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3649629.000000 Penalty: 4904.683594
	Iteration 61Q: 3 clusters Score -3649629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3649671.750000 Penalty: 4904.683594
	Iteration 62Q: 3 clusters Score -3649672 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3649702.750000 Penalty: 4904.683594
	Iteration 63Q: 3 clusters Score -3649703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3649730.000000 Penalty: 4904.683594
	Iteration 64Q: 3 clusters Score -3649730 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3649759.500000 Penalty: 4904.683594
	Iteration 65Q: 3 clusters Score -3649760 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3649794.000000 Penalty: 4904.683594
	Iteration 66Q: 3 clusters Score -3649794 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3649808.750000 Penalty: 4904.683594
	Iteration 67Q: 3 clusters Score -3649809 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3649830.250000 Penalty: 4904.683594
	Iteration 68Q: 3 clusters Score -3649830 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -3649854.750000 Penalty: 4904.683594
	Iteration 69Q: 3 clusters Score -3649855 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3649873.750000 Penalty: 4904.683594
	Iteration 70Q: 3 clusters Score -3649874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3649899.000000 Penalty: 4904.683594
	Iteration 71Q: 3 clusters Score -3649899 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -3649912.750000 Penalty: 4904.683594
	Iteration 72Q: 3 clusters Score -3649913 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3649936.250000 Penalty: 4904.683594
	Iteration 73Q: 3 clusters Score -3649936 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3649967.500000 Penalty: 4904.683594
	Iteration 74Q: 3 clusters Score -3649968 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -3649989.000000 Penalty: 4904.683594
	Iteration 75Q: 3 clusters Score -3649989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3650014.750000 Penalty: 4904.683594
	Iteration 76Q: 3 clusters Score -3650015 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3650039.250000 Penalty: 4904.683594
	Iteration 77Q: 3 clusters Score -3650039 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3650065.000000 Penalty: 4904.683594
	Iteration 78Q: 3 clusters Score -3650065 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -3650081.750000 Penalty: 4904.683594
	Iteration 79Q: 3 clusters Score -3650082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -3650087.500000 Penalty: 4904.683594
	Iteration 80F: 3 clusters Score -3650088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3650109.250000 Penalty: 4904.683594
	Iteration 81Q: 3 clusters Score -3650109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3650117.750000 Penalty: 4904.683594
	Iteration 82Q: 3 clusters Score -3650118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3650126.000000 Penalty: 4904.683594
	Iteration 83Q: 3 clusters Score -3650126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3650142.500000 Penalty: 4904.683594
	Iteration 84Q: 3 clusters Score -3650142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3650144.500000 Penalty: 4904.683594
	Iteration 85Q: 3 clusters Score -3650144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3650140.000000 Penalty: 4904.683594
	Iteration 86Q: 3 clusters Score -3650140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -3650143.000000 Penalty: 4904.683594
	Iteration 87Q: 3 clusters Score -3650143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3650148.750000 Penalty: 4904.683594
	Iteration 88Q: 3 clusters Score -3650149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -3650149.250000 Penalty: 4904.683594
	Iteration 89Q: 3 clusters Score -3650149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3650155.750000 Penalty: 4904.683594
	Iteration 90Q: 3 clusters Score -3650156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -3650152.750000 Penalty: 4904.683594
	Iteration 91Q: 3 clusters Score -3650153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3650158.500000 Penalty: 4904.683594
	Iteration 92Q: 3 clusters Score -3650158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -3650160.250000 Penalty: 4904.683594
	Iteration 93Q: 3 clusters Score -3650160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -3650158.000000 Penalty: 4904.683594
	Iteration 94Q: 3 clusters Score -3650158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3650161.500000 Penalty: 4904.683594
	Iteration 95Q: 3 clusters Score -3650162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3650165.500000 Penalty: 4904.683594
	Iteration 96Q: 3 clusters Score -3650166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -3650161.000000 Penalty: 4904.683594
	Iteration 97Q: 3 clusters Score -3650161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3650164.500000 Penalty: 4904.683594
	Iteration 98Q: 3 clusters Score -3650164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3650166.000000 Penalty: 4904.683594
	Iteration 99Q: 3 clusters Score -3650166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3650165.500000 Penalty: 4904.683594
	Iteration 100F: 3 clusters Score -3650166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3650168.000000 Penalty: 4904.683594
	Iteration 101Q: 3 clusters Score -3650168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3650169.250000 Penalty: 4904.683594
	Iteration 102Q: 3 clusters Score -3650169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3650172.750000 Penalty: 4904.683594
	Iteration 103Q: 3 clusters Score -3650173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3650170.250000 Penalty: 4904.683594
	Iteration 104Q: 3 clusters Score -3650170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -3650175.000000 Penalty: 4904.683594
	Iteration 105Q: 3 clusters Score -3650175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -3650177.000000 Penalty: 4904.683594
	Iteration 106Q: 3 clusters Score -3650177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3650178.000000 Penalty: 4904.683594
	Iteration 107Q: 3 clusters Score -3650178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3650181.000000 Penalty: 4904.683594
	Iteration 108Q: 3 clusters Score -3650181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3650178.250000 Penalty: 4904.683594
	Iteration 109Q: 3 clusters Score -3650178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -3650178.250000 Penalty: 4904.683594
	Iteration 110F: 3 clusters Score -3650178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -204580.078125 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -204580.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -202569.187500 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -202569.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203243.593750 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -203243.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -203879.078125 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -203879.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -204239.953125 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -204240 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -204427.421875 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -204427.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -204502.156250 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -204502.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -204534.203125 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -204534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -204541.546875 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -204541.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -204544.437500 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -204544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -204545.578125 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -204545.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -204545.578125 Penalty: 3510.020264
	Iteration 10F: 3 clusters Score -204545.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -394626.750000 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -394626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -391906.531250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -391906.5 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -392708.750000 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -392708.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -393167.406250 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -393167.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -393388.250000 Penalty: 3824.928223
	Iteration 3F: 3 clusters Score -393388.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -393506.593750 Penalty: 3824.928223
	Iteration 4F: 3 clusters Score -393506.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -393577.437500 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -393577.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -393636.218750 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -393636.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -393687.125000 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -393687.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -393749.656250 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -393749.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -393825.062500 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -393825.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -393920.187500 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -393920.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -394009.750000 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -394009.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -394086.468750 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -394086.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -394169.312500 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -394169.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -394243.531250 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -394243.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -394269.031250 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -394269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -394280.312500 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -394280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -394287.625000 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -394287.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -394297.562500 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -394297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -394305.093750 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -394305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -394307.187500 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -394307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -394308.375000 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -394308.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -394308.375000 Penalty: 3824.928223
	Iteration 22F: 3 clusters Score -394308.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Entering Unmasked Estep 
Score: -8107750.000000 Penalty: 2650.081543
	Iteration 0F: 2 clusters Score -8107750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8078360.500000 Penalty: 5300.163086
	Iteration 0F: 3 clusters Score -8078360 nChanged 20002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -8089355.500000 Penalty: 5300.163086
	Iteration 1F: 3 clusters Score -8089356 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -8089804.000000 Penalty: 5300.163086
	Iteration 2Q: 3 clusters Score -8089804 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8090246.000000 Penalty: 5300.163086
	Iteration 3Q: 3 clusters Score -8090246 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -8090830.500000 Penalty: 5300.163086
	Iteration 4Q: 3 clusters Score -8090830 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -8091533.500000 Penalty: 5300.163086
	Iteration 5Q: 3 clusters Score -8091534 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -8092449.500000 Penalty: 5300.163086
	Iteration 6Q: 3 clusters Score -8092450 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -8093727.000000 Penalty: 5300.163086
	Iteration 7Q: 3 clusters Score -8093727 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8095482.500000 Penalty: 5300.163086
	Iteration 8F: 3 clusters Score -8095482 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8097412.500000 Penalty: 5300.163086
	Iteration 9F: 3 clusters Score -8097412 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -8099086.500000 Penalty: 5300.163086
	Iteration 10F: 3 clusters Score -8099086 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8100157.000000 Penalty: 5300.163086
	Iteration 11F: 3 clusters Score -8100157 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8100682.500000 Penalty: 5300.163086
	Iteration 12Q: 3 clusters Score -8100682 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -8100963.500000 Penalty: 5300.163086
	Iteration 13Q: 3 clusters Score -8100964 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -8101196.500000 Penalty: 5300.163086
	Iteration 14Q: 3 clusters Score -8101196 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -8101413.000000 Penalty: 5300.163086
	Iteration 15Q: 3 clusters Score -8101413 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -8101632.000000 Penalty: 5300.163086
	Iteration 16Q: 3 clusters Score -8101632 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -8101890.000000 Penalty: 5300.163086
	Iteration 17Q: 3 clusters Score -8101890 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -8102121.000000 Penalty: 5300.163086
	Iteration 18Q: 3 clusters Score -8102121 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8102347.000000 Penalty: 5300.163086
	Iteration 19Q: 3 clusters Score -8102347 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -8102619.500000 Penalty: 5300.163086
	Iteration 20F: 3 clusters Score -8102620 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -8102960.500000 Penalty: 5300.163086
	Iteration 21Q: 3 clusters Score -8102960 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -8103226.000000 Penalty: 5300.163086
	Iteration 22Q: 3 clusters Score -8103226 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -8103488.000000 Penalty: 5300.163086
	Iteration 23Q: 3 clusters Score -8103488 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -8103691.000000 Penalty: 5300.163086
	Iteration 24Q: 3 clusters Score -8103691 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8103868.500000 Penalty: 5300.163086
	Iteration 25Q: 3 clusters Score -8103868 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -8104096.500000 Penalty: 5300.163086
	Iteration 26Q: 3 clusters Score -8104096 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -8104272.500000 Penalty: 5300.163086
	Iteration 27Q: 3 clusters Score -8104272 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -8104395.500000 Penalty: 5300.163086
	Iteration 28Q: 3 clusters Score -8104396 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -8104500.000000 Penalty: 5300.163086
	Iteration 29Q: 3 clusters Score -8104500 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -8104638.500000 Penalty: 5300.163086
	Iteration 30Q: 3 clusters Score -8104638 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -8104771.000000 Penalty: 5300.163086
	Iteration 31Q: 3 clusters Score -8104771 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -8104874.000000 Penalty: 5300.163086
	Iteration 32Q: 3 clusters Score -8104874 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -8104941.500000 Penalty: 5300.163086
	Iteration 33Q: 3 clusters Score -8104942 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -8105005.000000 Penalty: 5300.163086
	Iteration 34Q: 3 clusters Score -8105005 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -8105038.000000 Penalty: 5300.163086
	Iteration 35Q: 3 clusters Score -8105038 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -8105124.000000 Penalty: 5300.163086
	Iteration 36Q: 3 clusters Score -8105124 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -8105168.000000 Penalty: 5300.163086
	Iteration 37Q: 3 clusters Score -8105168 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8105243.500000 Penalty: 5300.163086
	Iteration 38Q: 3 clusters Score -8105244 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -8105267.000000 Penalty: 5300.163086
	Iteration 39Q: 3 clusters Score -8105267 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -8105321.000000 Penalty: 5300.163086
	Iteration 40F: 3 clusters Score -8105321 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -8105371.000000 Penalty: 5300.163086
	Iteration 41Q: 3 clusters Score -8105371 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8105459.000000 Penalty: 5300.163086
	Iteration 42Q: 3 clusters Score -8105459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -8105476.000000 Penalty: 5300.163086
	Iteration 43Q: 3 clusters Score -8105476 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8105502.000000 Penalty: 5300.163086
	Iteration 44Q: 3 clusters Score -8105502 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -8105541.000000 Penalty: 5300.163086
	Iteration 45Q: 3 clusters Score -8105541 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -8105591.000000 Penalty: 5300.163086
	Iteration 46Q: 3 clusters Score -8105591 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8105620.500000 Penalty: 5300.163086
	Iteration 47Q: 3 clusters Score -8105620 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -8105673.500000 Penalty: 5300.163086
	Iteration 48Q: 3 clusters Score -8105674 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8105713.500000 Penalty: 5300.163086
	Iteration 49Q: 3 clusters Score -8105714 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -8105765.500000 Penalty: 5300.163086
	Iteration 50Q: 3 clusters Score -8105766 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8105823.500000 Penalty: 5300.163086
	Iteration 51Q: 3 clusters Score -8105824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -8105854.500000 Penalty: 5300.163086
	Iteration 52Q: 3 clusters Score -8105854 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -8105884.500000 Penalty: 5300.163086
	Iteration 53Q: 3 clusters Score -8105884 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8105912.000000 Penalty: 5300.163086
	Iteration 54Q: 3 clusters Score -8105912 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -8105937.500000 Penalty: 5300.163086
	Iteration 55Q: 3 clusters Score -8105938 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -8105956.000000 Penalty: 5300.163086
	Iteration 56Q: 3 clusters Score -8105956 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8105971.000000 Penalty: 5300.163086
	Iteration 57Q: 3 clusters Score -8105971 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8105993.500000 Penalty: 5300.163086
	Iteration 58Q: 3 clusters Score -8105994 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -8106011.000000 Penalty: 5300.163086
	Iteration 59Q: 3 clusters Score -8106011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8106016.000000 Penalty: 5300.163086
	Iteration 60F: 3 clusters Score -8106016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -8106030.500000 Penalty: 5300.163086
	Iteration 61Q: 3 clusters Score -8106030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -8106030.500000 Penalty: 5300.163086
	Iteration 62Q: 3 clusters Score -8106030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8106023.000000 Penalty: 5300.163086
	Iteration 63Q: 3 clusters Score -8106023 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -8106045.000000 Penalty: 5300.163086
	Iteration 64Q: 3 clusters Score -8106045 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -8106056.000000 Penalty: 5300.163086
	Iteration 65Q: 3 clusters Score -8106056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -8106070.000000 Penalty: 5300.163086
	Iteration 66Q: 3 clusters Score -8106070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8106081.500000 Penalty: 5300.163086
	Iteration 67Q: 3 clusters Score -8106082 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -8106094.000000 Penalty: 5300.163086
	Iteration 68Q: 3 clusters Score -8106094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8106099.000000 Penalty: 5300.163086
	Iteration 69Q: 3 clusters Score -8106099 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -8106103.500000 Penalty: 5300.163086
	Iteration 70Q: 3 clusters Score -8106104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -8106107.500000 Penalty: 5300.163086
	Iteration 71Q: 3 clusters Score -8106108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -8106120.000000 Penalty: 5300.163086
	Iteration 72Q: 3 clusters Score -8106120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -8106118.000000 Penalty: 5300.163086
	Iteration 73Q: 3 clusters Score -8106118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8106127.000000 Penalty: 5300.163086
	Iteration 74Q: 3 clusters Score -8106127 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8106141.000000 Penalty: 5300.163086
	Iteration 75Q: 3 clusters Score -8106141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -8106139.000000 Penalty: 5300.163086
	Iteration 76Q: 3 clusters Score -8106139 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8106141.000000 Penalty: 5300.163086
	Iteration 77Q: 3 clusters Score -8106141 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 39725 members 
Entering Unmasked Estep 
Score: -8106147.500000 Penalty: 5300.163086
	Iteration 78Q: 3 clusters Score -8106148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8106145.500000 Penalty: 5300.163086
	Iteration 79Q: 3 clusters Score -8106146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8106140.000000 Penalty: 5300.163086
	Iteration 80F: 3 clusters Score -8106140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -8106144.000000 Penalty: 5300.163086
	Iteration 81Q: 3 clusters Score -8106144 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -8106139.000000 Penalty: 5300.163086
	Iteration 82Q: 3 clusters Score -8106139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8106140.500000 Penalty: 5300.163086
	Iteration 83Q: 3 clusters Score -8106140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8106145.500000 Penalty: 5300.163086
	Iteration 84Q: 3 clusters Score -8106146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -8106140.000000 Penalty: 5300.163086
	Iteration 85Q: 3 clusters Score -8106140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -8106146.000000 Penalty: 5300.163086
	Iteration 86Q: 3 clusters Score -8106146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -8106146.500000 Penalty: 5300.163086
	Iteration 87Q: 3 clusters Score -8106146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8106153.000000 Penalty: 5300.163086
	Iteration 88Q: 3 clusters Score -8106153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -8106150.500000 Penalty: 5300.163086
	Iteration 89Q: 3 clusters Score -8106150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -8106152.000000 Penalty: 5300.163086
	Iteration 90Q: 3 clusters Score -8106152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -8106153.000000 Penalty: 5300.163086
	Iteration 91Q: 3 clusters Score -8106153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8106151.500000 Penalty: 5300.163086
	Iteration 92Q: 3 clusters Score -8106152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -8106160.000000 Penalty: 5300.163086
	Iteration 93Q: 3 clusters Score -8106160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -8106154.500000 Penalty: 5300.163086
	Iteration 94Q: 3 clusters Score -8106154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -8106155.500000 Penalty: 5300.163086
	Iteration 95Q: 3 clusters Score -8106156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -8106162.500000 Penalty: 5300.163086
	Iteration 96Q: 3 clusters Score -8106162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -8106161.000000 Penalty: 5300.163086
	Iteration 97Q: 3 clusters Score -8106161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -8106161.000000 Penalty: 5300.163086
	Iteration 98Q: 3 clusters Score -8106161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -8106155.500000 Penalty: 5300.163086
	Iteration 99Q: 3 clusters Score -8106156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -8106155.500000 Penalty: 5300.163086
	Iteration 100F: 3 clusters Score -8106156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Entering Unmasked Estep 
Score: -6109713.000000 Penalty: 2577.369629
	Iteration 0F: 2 clusters Score -6109713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -6087645.000000 Penalty: 5154.739258
	Iteration 0F: 3 clusters Score -6087645 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -6095757.000000 Penalty: 5154.739258
	Iteration 1F: 3 clusters Score -6095757 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -6096502.500000 Penalty: 5154.739258
	Iteration 2F: 3 clusters Score -6096502 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -6097547.500000 Penalty: 5154.739258
	Iteration 3F: 3 clusters Score -6097548 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -6098873.000000 Penalty: 5154.739258
	Iteration 4F: 3 clusters Score -6098873 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -6100648.500000 Penalty: 5154.739258
	Iteration 5F: 3 clusters Score -6100648 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6102699.000000 Penalty: 5154.739258
	Iteration 6F: 3 clusters Score -6102699 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -6105012.500000 Penalty: 5154.739258
	Iteration 7F: 3 clusters Score -6105012 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -6106833.000000 Penalty: 5154.739258
	Iteration 8F: 3 clusters Score -6106833 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -6107745.500000 Penalty: 5154.739258
	Iteration 9Q: 3 clusters Score -6107746 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22977 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -6107982.000000 Penalty: 5154.739258
	Iteration 10Q: 3 clusters Score -6107982 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -6108066.500000 Penalty: 5154.739258
	Iteration 11Q: 3 clusters Score -6108066 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -6108104.000000 Penalty: 5154.739258
	Iteration 12Q: 3 clusters Score -6108104 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -6108148.500000 Penalty: 5154.739258
	Iteration 13Q: 3 clusters Score -6108148 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -6108162.500000 Penalty: 5154.739258
	Iteration 14Q: 3 clusters Score -6108162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -6108174.000000 Penalty: 5154.739258
	Iteration 15Q: 3 clusters Score -6108174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -6108190.500000 Penalty: 5154.739258
	Iteration 16Q: 3 clusters Score -6108190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -6108194.000000 Penalty: 5154.739258
	Iteration 17Q: 3 clusters Score -6108194 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6108211.000000 Penalty: 5154.739258
	Iteration 18Q: 3 clusters Score -6108211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -6108209.000000 Penalty: 5154.739258
	Iteration 19Q: 3 clusters Score -6108209 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -6108224.500000 Penalty: 5154.739258
	Iteration 20F: 3 clusters Score -6108224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -6108213.500000 Penalty: 5154.739258
	Iteration 21Q: 3 clusters Score -6108214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -6108211.500000 Penalty: 5154.739258
	Iteration 22Q: 3 clusters Score -6108212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -6108215.500000 Penalty: 5154.739258
	Iteration 23Q: 3 clusters Score -6108216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -6108223.500000 Penalty: 5154.739258
	Iteration 24Q: 3 clusters Score -6108224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -6108237.000000 Penalty: 5154.739258
	Iteration 25Q: 3 clusters Score -6108237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -6108232.000000 Penalty: 5154.739258
	Iteration 26Q: 3 clusters Score -6108232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -6108224.500000 Penalty: 5154.739258
	Iteration 27Q: 3 clusters Score -6108224 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -6108243.000000 Penalty: 5154.739258
	Iteration 28Q: 3 clusters Score -6108243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -6108255.000000 Penalty: 5154.739258
	Iteration 29Q: 3 clusters Score -6108255 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6108263.500000 Penalty: 5154.739258
	Iteration 30Q: 3 clusters Score -6108264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -6108261.000000 Penalty: 5154.739258
	Iteration 31Q: 3 clusters Score -6108261 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -6108277.500000 Penalty: 5154.739258
	Iteration 32Q: 3 clusters Score -6108278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -6108285.500000 Penalty: 5154.739258
	Iteration 33Q: 3 clusters Score -6108286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -6108279.000000 Penalty: 5154.739258
	Iteration 34Q: 3 clusters Score -6108279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -6108297.000000 Penalty: 5154.739258
	Iteration 35Q: 3 clusters Score -6108297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -6108293.500000 Penalty: 5154.739258
	Iteration 36Q: 3 clusters Score -6108294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -6108315.000000 Penalty: 5154.739258
	Iteration 37Q: 3 clusters Score -6108315 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -6108317.000000 Penalty: 5154.739258
	Iteration 38Q: 3 clusters Score -6108317 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -6108324.000000 Penalty: 5154.739258
	Iteration 39Q: 3 clusters Score -6108324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -6108315.000000 Penalty: 5154.739258
	Iteration 40F: 3 clusters Score -6108315 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -6108327.000000 Penalty: 5154.739258
	Iteration 41Q: 3 clusters Score -6108327 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6108337.000000 Penalty: 5154.739258
	Iteration 42Q: 3 clusters Score -6108337 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -6108334.500000 Penalty: 5154.739258
	Iteration 43Q: 3 clusters Score -6108334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -6108331.000000 Penalty: 5154.739258
	Iteration 44Q: 3 clusters Score -6108331 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -6108363.000000 Penalty: 5154.739258
	Iteration 45Q: 3 clusters Score -6108363 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -6108382.000000 Penalty: 5154.739258
	Iteration 46Q: 3 clusters Score -6108382 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -6108379.000000 Penalty: 5154.739258
	Iteration 47Q: 3 clusters Score -6108379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -6108390.000000 Penalty: 5154.739258
	Iteration 48Q: 3 clusters Score -6108390 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -6108398.000000 Penalty: 5154.739258
	Iteration 49Q: 3 clusters Score -6108398 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6108404.500000 Penalty: 5154.739258
	Iteration 50Q: 3 clusters Score -6108404 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -6108405.500000 Penalty: 5154.739258
	Iteration 51Q: 3 clusters Score -6108406 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -6108429.500000 Penalty: 5154.739258
	Iteration 52Q: 3 clusters Score -6108430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -6108437.500000 Penalty: 5154.739258
	Iteration 53Q: 3 clusters Score -6108438 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -6108455.500000 Penalty: 5154.739258
	Iteration 54Q: 3 clusters Score -6108456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -6108470.500000 Penalty: 5154.739258
	Iteration 55Q: 3 clusters Score -6108470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -6108471.000000 Penalty: 5154.739258
	Iteration 56Q: 3 clusters Score -6108471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -6108469.000000 Penalty: 5154.739258
	Iteration 57Q: 3 clusters Score -6108469 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -6108470.000000 Penalty: 5154.739258
	Iteration 58Q: 3 clusters Score -6108470 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6108465.500000 Penalty: 5154.739258
	Iteration 59Q: 3 clusters Score -6108466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -6108469.500000 Penalty: 5154.739258
	Iteration 60F: 3 clusters Score -6108470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -6108458.000000 Penalty: 5154.739258
	Iteration 61Q: 3 clusters Score -6108458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -6108452.000000 Penalty: 5154.739258
	Iteration 62Q: 3 clusters Score -6108452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6108448.000000 Penalty: 5154.739258
	Iteration 63Q: 3 clusters Score -6108448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27604 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -6108457.000000 Penalty: 5154.739258
	Iteration 64Q: 3 clusters Score -6108457 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -6108469.000000 Penalty: 5154.739258
	Iteration 65Q: 3 clusters Score -6108469 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -6108477.500000 Penalty: 5154.739258
	Iteration 66Q: 3 clusters Score -6108478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -6108483.500000 Penalty: 5154.739258
	Iteration 67Q: 3 clusters Score -6108484 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -6108490.500000 Penalty: 5154.739258
	Iteration 68Q: 3 clusters Score -6108490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -6108483.500000 Penalty: 5154.739258
	Iteration 69Q: 3 clusters Score -6108484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27906 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -6108507.000000 Penalty: 5154.739258
	Iteration 70Q: 3 clusters Score -6108507 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6108503.500000 Penalty: 5154.739258
	Iteration 71Q: 3 clusters Score -6108504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -6108498.500000 Penalty: 5154.739258
	Iteration 72Q: 3 clusters Score -6108498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -6108490.500000 Penalty: 5154.739258
	Iteration 73Q: 3 clusters Score -6108490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6108482.000000 Penalty: 5154.739258
	Iteration 74Q: 3 clusters Score -6108482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -6108504.500000 Penalty: 5154.739258
	Iteration 75Q: 3 clusters Score -6108504 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -6108505.000000 Penalty: 5154.739258
	Iteration 76Q: 3 clusters Score -6108505 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -6108513.500000 Penalty: 5154.739258
	Iteration 77Q: 3 clusters Score -6108514 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6108509.500000 Penalty: 5154.739258
	Iteration 78Q: 3 clusters Score -6108510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -6108513.000000 Penalty: 5154.739258
	Iteration 79Q: 3 clusters Score -6108513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -6108506.500000 Penalty: 5154.739258
	Iteration 80F: 3 clusters Score -6108506 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6108514.500000 Penalty: 5154.739258
	Iteration 81Q: 3 clusters Score -6108514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6108502.000000 Penalty: 5154.739258
	Iteration 82Q: 3 clusters Score -6108502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6108505.500000 Penalty: 5154.739258
	Iteration 83Q: 3 clusters Score -6108506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6108503.000000 Penalty: 5154.739258
	Iteration 84Q: 3 clusters Score -6108503 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -6108498.000000 Penalty: 5154.739258
	Iteration 85Q: 3 clusters Score -6108498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -6108503.500000 Penalty: 5154.739258
	Iteration 86Q: 3 clusters Score -6108504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6108512.000000 Penalty: 5154.739258
	Iteration 87Q: 3 clusters Score -6108512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6108518.000000 Penalty: 5154.739258
	Iteration 88Q: 3 clusters Score -6108518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -6108519.500000 Penalty: 5154.739258
	Iteration 89Q: 3 clusters Score -6108520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -6108514.000000 Penalty: 5154.739258
	Iteration 90Q: 3 clusters Score -6108514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -6108515.500000 Penalty: 5154.739258
	Iteration 91Q: 3 clusters Score -6108516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -6108512.000000 Penalty: 5154.739258
	Iteration 92Q: 3 clusters Score -6108512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -6108513.000000 Penalty: 5154.739258
	Iteration 93Q: 3 clusters Score -6108513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6108513.000000 Penalty: 5154.739258
	Iteration 94Q: 3 clusters Score -6108513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -6108510.500000 Penalty: 5154.739258
	Iteration 95Q: 3 clusters Score -6108510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -6108509.000000 Penalty: 5154.739258
	Iteration 96Q: 3 clusters Score -6108509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6108512.500000 Penalty: 5154.739258
	Iteration 97Q: 3 clusters Score -6108512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -6108514.500000 Penalty: 5154.739258
	Iteration 98Q: 3 clusters Score -6108514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6108515.000000 Penalty: 5154.739258
	Iteration 99Q: 3 clusters Score -6108515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6108518.000000 Penalty: 5154.739258
	Iteration 100F: 3 clusters Score -6108518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106546.335938 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106546.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106926.406250 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -106926.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107145.328125 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107145.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107362.531250 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107362.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107552.453125 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -107552.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -107680.992188 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107761.757812 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107761.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107803.742188 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107843.195312 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107843.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107874.851562 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107888.289062 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107888.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -107896.023438 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -107896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107903.765625 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -107903.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -107903.765625 Penalty: 3269.470215
	Iteration 13F: 3 clusters Score -107903.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (55405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Entering Unmasked Estep 
Score: -10418765.000000 Penalty: 2708.761475
	Iteration 0F: 2 clusters Score -1.041876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -10387878.000000 Penalty: 5417.522949
	Iteration 0F: 3 clusters Score -1.038788e+07 nChanged 25713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -10401969.000000 Penalty: 5417.522949
	Iteration 1F: 3 clusters Score -1.040197e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -10402611.000000 Penalty: 5417.522949
	Iteration 2Q: 3 clusters Score -1.040261e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -10403140.000000 Penalty: 5417.522949
	Iteration 3Q: 3 clusters Score -1.040314e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -10403587.000000 Penalty: 5417.522949
	Iteration 4Q: 3 clusters Score -1.040359e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -10404035.000000 Penalty: 5417.522949
	Iteration 5Q: 3 clusters Score -1.040404e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -10404598.000000 Penalty: 5417.522949
	Iteration 6Q: 3 clusters Score -1.04046e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -10405311.000000 Penalty: 5417.522949
	Iteration 7Q: 3 clusters Score -1.040531e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -10406309.000000 Penalty: 5417.522949
	Iteration 8Q: 3 clusters Score -1.040631e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -10407812.000000 Penalty: 5417.522949
	Iteration 9F: 3 clusters Score -1.040781e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -10409975.000000 Penalty: 5417.522949
	Iteration 10F: 3 clusters Score -1.040998e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -10412506.000000 Penalty: 5417.522949
	Iteration 11F: 3 clusters Score -1.041251e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -10414599.000000 Penalty: 5417.522949
	Iteration 12F: 3 clusters Score -1.04146e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -10415777.000000 Penalty: 5417.522949
	Iteration 13F: 3 clusters Score -1.041578e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10416133.000000 Penalty: 5417.522949
	Iteration 14Q: 3 clusters Score -1.041613e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10416429.000000 Penalty: 5417.522949
	Iteration 15Q: 3 clusters Score -1.041643e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -10416447.000000 Penalty: 5417.522949
	Iteration 16Q: 3 clusters Score -1.041645e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -10416508.000000 Penalty: 5417.522949
	Iteration 17Q: 3 clusters Score -1.041651e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10416548.000000 Penalty: 5417.522949
	Iteration 18Q: 3 clusters Score -1.041655e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -10416578.000000 Penalty: 5417.522949
	Iteration 19Q: 3 clusters Score -1.041658e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54986 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10416615.000000 Penalty: 5417.522949
	Iteration 20F: 3 clusters Score -1.041662e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10416619.000000 Penalty: 5417.522949
	Iteration 21Q: 3 clusters Score -1.041662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10416622.000000 Penalty: 5417.522949
	Iteration 22Q: 3 clusters Score -1.041662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10416620.000000 Penalty: 5417.522949
	Iteration 23Q: 3 clusters Score -1.041662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10416619.000000 Penalty: 5417.522949
	Iteration 24Q: 3 clusters Score -1.041662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10416625.000000 Penalty: 5417.522949
	Iteration 25Q: 3 clusters Score -1.041662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55036 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10416640.000000 Penalty: 5417.522949
	Iteration 26Q: 3 clusters Score -1.041664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10416636.000000 Penalty: 5417.522949
	Iteration 27Q: 3 clusters Score -1.041664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55041 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -10416636.000000 Penalty: 5417.522949
	Iteration 28Q: 3 clusters Score -1.041664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10416625.000000 Penalty: 5417.522949
	Iteration 29Q: 3 clusters Score -1.041662e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10416631.000000 Penalty: 5417.522949
	Iteration 30Q: 3 clusters Score -1.041663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10416627.000000 Penalty: 5417.522949
	Iteration 31Q: 3 clusters Score -1.041663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10416623.000000 Penalty: 5417.522949
	Iteration 32Q: 3 clusters Score -1.041662e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10416628.000000 Penalty: 5417.522949
	Iteration 33Q: 3 clusters Score -1.041663e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10416629.000000 Penalty: 5417.522949
	Iteration 34Q: 3 clusters Score -1.041663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10416629.000000 Penalty: 5417.522949
	Iteration 35F: 3 clusters Score -1.041663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Entering Unmasked Estep 
Score: -8204726.500000 Penalty: 2653.169922
	Iteration 0F: 2 clusters Score -8204726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -8174869.500000 Penalty: 5306.339844
	Iteration 0F: 3 clusters Score -8174870 nChanged 20343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8185859.500000 Penalty: 5306.339844
	Iteration 1F: 3 clusters Score -8185860 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8186390.500000 Penalty: 5306.339844
	Iteration 2Q: 3 clusters Score -8186390 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -8186924.500000 Penalty: 5306.339844
	Iteration 3Q: 3 clusters Score -8186924 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -8187683.000000 Penalty: 5306.339844
	Iteration 4Q: 3 clusters Score -8187683 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -8188770.500000 Penalty: 5306.339844
	Iteration 5Q: 3 clusters Score -8188770 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -8190375.500000 Penalty: 5306.339844
	Iteration 6F: 3 clusters Score -8190376 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -8192678.000000 Penalty: 5306.339844
	Iteration 7F: 3 clusters Score -8192678 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -8195252.000000 Penalty: 5306.339844
	Iteration 8F: 3 clusters Score -8195252 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -8197677.500000 Penalty: 5306.339844
	Iteration 9F: 3 clusters Score -8197678 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -8199593.500000 Penalty: 5306.339844
	Iteration 10Q: 3 clusters Score -8199594 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8200820.000000 Penalty: 5306.339844
	Iteration 11Q: 3 clusters Score -8200820 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8201481.500000 Penalty: 5306.339844
	Iteration 12Q: 3 clusters Score -8201482 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8201882.500000 Penalty: 5306.339844
	Iteration 13Q: 3 clusters Score -8201882 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8202091.500000 Penalty: 5306.339844
	Iteration 14Q: 3 clusters Score -8202092 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8202190.500000 Penalty: 5306.339844
	Iteration 15Q: 3 clusters Score -8202190 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8202251.500000 Penalty: 5306.339844
	Iteration 16Q: 3 clusters Score -8202252 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -8202285.500000 Penalty: 5306.339844
	Iteration 17Q: 3 clusters Score -8202286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 43838 members 
Entering Unmasked Estep 
Score: -8202307.500000 Penalty: 5306.339844
	Iteration 18Q: 3 clusters Score -8202308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8202333.500000 Penalty: 5306.339844
	Iteration 19Q: 3 clusters Score -8202334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8202360.500000 Penalty: 5306.339844
	Iteration 20F: 3 clusters Score -8202360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8202388.000000 Penalty: 5306.339844
	Iteration 21Q: 3 clusters Score -8202388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -8202400.000000 Penalty: 5306.339844
	Iteration 22Q: 3 clusters Score -8202400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8202410.500000 Penalty: 5306.339844
	Iteration 23Q: 3 clusters Score -8202410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8202414.500000 Penalty: 5306.339844
	Iteration 24Q: 3 clusters Score -8202414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -8202415.000000 Penalty: 5306.339844
	Iteration 25Q: 3 clusters Score -8202415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8202430.000000 Penalty: 5306.339844
	Iteration 26Q: 3 clusters Score -8202430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8202429.500000 Penalty: 5306.339844
	Iteration 27Q: 3 clusters Score -8202430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8202436.000000 Penalty: 5306.339844
	Iteration 28Q: 3 clusters Score -8202436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8202435.000000 Penalty: 5306.339844
	Iteration 29Q: 3 clusters Score -8202435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8202434.000000 Penalty: 5306.339844
	Iteration 30Q: 3 clusters Score -8202434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8202440.000000 Penalty: 5306.339844
	Iteration 31Q: 3 clusters Score -8202440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8202440.000000 Penalty: 5306.339844
	Iteration 32F: 3 clusters Score -8202440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 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 417 members 
Entering Unmasked Estep 
Score: -104239.484375 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104239.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104784.523438 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104784.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105055.164062 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105055.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105217.507812 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105217.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105356.125000 Penalty: 3336.211914
	Iteration 4F: 3 clusters Score -105356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105409.625000 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105409.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105465.773438 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105465.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105504.015625 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -105528.515625 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105528.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105539.835938 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105539.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105545.726562 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -105552.031250 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105563.890625 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105573.781250 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105578.125000 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -105578.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105581.429688 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -105581.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105587.578125 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -105587.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105603.648438 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -105603.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105610.265625 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -105610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105611.476562 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -105611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105611.476562 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -105611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (30931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Entering Unmasked Estep 
Score: -5791822.500000 Penalty: 2564.199463
	Iteration 0F: 2 clusters Score -5791822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -5770707.000000 Penalty: 5128.398926
	Iteration 0F: 3 clusters Score -5770707 nChanged 13968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -5778044.000000 Penalty: 5128.398926
	Iteration 1F: 3 clusters Score -5778044 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -5778480.000000 Penalty: 5128.398926
	Iteration 2Q: 3 clusters Score -5778480 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5778875.000000 Penalty: 5128.398926
	Iteration 3Q: 3 clusters Score -5778875 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -5779259.500000 Penalty: 5128.398926
	Iteration 4Q: 3 clusters Score -5779260 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5779632.000000 Penalty: 5128.398926
	Iteration 5Q: 3 clusters Score -5779632 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -5780074.000000 Penalty: 5128.398926
	Iteration 6Q: 3 clusters Score -5780074 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -5780653.000000 Penalty: 5128.398926
	Iteration 7Q: 3 clusters Score -5780653 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -5781408.000000 Penalty: 5128.398926
	Iteration 8Q: 3 clusters Score -5781408 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -5782311.000000 Penalty: 5128.398926
	Iteration 9F: 3 clusters Score -5782311 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -5783414.500000 Penalty: 5128.398926
	Iteration 10F: 3 clusters Score -5783414 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -5784468.000000 Penalty: 5128.398926
	Iteration 11F: 3 clusters Score -5784468 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5785369.500000 Penalty: 5128.398926
	Iteration 12Q: 3 clusters Score -5785370 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -5785994.000000 Penalty: 5128.398926
	Iteration 13Q: 3 clusters Score -5785994 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5786439.000000 Penalty: 5128.398926
	Iteration 14Q: 3 clusters Score -5786439 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -5786762.500000 Penalty: 5128.398926
	Iteration 15Q: 3 clusters Score -5786762 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5787035.000000 Penalty: 5128.398926
	Iteration 16Q: 3 clusters Score -5787035 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5787296.000000 Penalty: 5128.398926
	Iteration 17Q: 3 clusters Score -5787296 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -5787551.500000 Penalty: 5128.398926
	Iteration 18Q: 3 clusters Score -5787552 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5787811.500000 Penalty: 5128.398926
	Iteration 19Q: 3 clusters Score -5787812 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -5788024.500000 Penalty: 5128.398926
	Iteration 20F: 3 clusters Score -5788024 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -5788265.500000 Penalty: 5128.398926
	Iteration 21Q: 3 clusters Score -5788266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -5788513.000000 Penalty: 5128.398926
	Iteration 22Q: 3 clusters Score -5788513 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5788706.500000 Penalty: 5128.398926
	Iteration 23Q: 3 clusters Score -5788706 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5788861.000000 Penalty: 5128.398926
	Iteration 24Q: 3 clusters Score -5788861 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5789008.500000 Penalty: 5128.398926
	Iteration 25Q: 3 clusters Score -5789008 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5789105.500000 Penalty: 5128.398926
	Iteration 26Q: 3 clusters Score -5789106 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5789178.500000 Penalty: 5128.398926
	Iteration 27Q: 3 clusters Score -5789178 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5789238.000000 Penalty: 5128.398926
	Iteration 28Q: 3 clusters Score -5789238 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5789289.000000 Penalty: 5128.398926
	Iteration 29Q: 3 clusters Score -5789289 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5789340.000000 Penalty: 5128.398926
	Iteration 30Q: 3 clusters Score -5789340 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5789387.500000 Penalty: 5128.398926
	Iteration 31Q: 3 clusters Score -5789388 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5789398.500000 Penalty: 5128.398926
	Iteration 32Q: 3 clusters Score -5789398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -5789428.000000 Penalty: 5128.398926
	Iteration 33Q: 3 clusters Score -5789428 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5789440.000000 Penalty: 5128.398926
	Iteration 34Q: 3 clusters Score -5789440 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5789481.500000 Penalty: 5128.398926
	Iteration 35Q: 3 clusters Score -5789482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5789504.000000 Penalty: 5128.398926
	Iteration 36Q: 3 clusters Score -5789504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5789510.000000 Penalty: 5128.398926
	Iteration 37Q: 3 clusters Score -5789510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5789521.000000 Penalty: 5128.398926
	Iteration 38Q: 3 clusters Score -5789521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5789525.500000 Penalty: 5128.398926
	Iteration 39Q: 3 clusters Score -5789526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5789531.500000 Penalty: 5128.398926
	Iteration 40F: 3 clusters Score -5789532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5789542.500000 Penalty: 5128.398926
	Iteration 41Q: 3 clusters Score -5789542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5789562.500000 Penalty: 5128.398926
	Iteration 42Q: 3 clusters Score -5789562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5789565.500000 Penalty: 5128.398926
	Iteration 43Q: 3 clusters Score -5789566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5789577.000000 Penalty: 5128.398926
	Iteration 44Q: 3 clusters Score -5789577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5789582.000000 Penalty: 5128.398926
	Iteration 45Q: 3 clusters Score -5789582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5789597.000000 Penalty: 5128.398926
	Iteration 46Q: 3 clusters Score -5789597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5789594.500000 Penalty: 5128.398926
	Iteration 47Q: 3 clusters Score -5789594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5789593.500000 Penalty: 5128.398926
	Iteration 48Q: 3 clusters Score -5789594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5789601.000000 Penalty: 5128.398926
	Iteration 49Q: 3 clusters Score -5789601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5789607.000000 Penalty: 5128.398926
	Iteration 50Q: 3 clusters Score -5789607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5789608.500000 Penalty: 5128.398926
	Iteration 51Q: 3 clusters Score -5789608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5789613.500000 Penalty: 5128.398926
	Iteration 52Q: 3 clusters Score -5789614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5789615.500000 Penalty: 5128.398926
	Iteration 53Q: 3 clusters Score -5789616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5789613.500000 Penalty: 5128.398926
	Iteration 54Q: 3 clusters Score -5789614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5789618.000000 Penalty: 5128.398926
	Iteration 55Q: 3 clusters Score -5789618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5789619.000000 Penalty: 5128.398926
	Iteration 56Q: 3 clusters Score -5789619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5789616.500000 Penalty: 5128.398926
	Iteration 57Q: 3 clusters Score -5789616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5789620.500000 Penalty: 5128.398926
	Iteration 58Q: 3 clusters Score -5789620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5789624.000000 Penalty: 5128.398926
	Iteration 59Q: 3 clusters Score -5789624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5789628.500000 Penalty: 5128.398926
	Iteration 60F: 3 clusters Score -5789628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5789628.500000 Penalty: 5128.398926
	Iteration 61Q: 3 clusters Score -5789628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5789625.500000 Penalty: 5128.398926
	Iteration 62Q: 3 clusters Score -5789626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5789632.000000 Penalty: 5128.398926
	Iteration 63Q: 3 clusters Score -5789632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5789628.000000 Penalty: 5128.398926
	Iteration 64Q: 3 clusters Score -5789628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -5789625.500000 Penalty: 5128.398926
	Iteration 65Q: 3 clusters Score -5789626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5789628.000000 Penalty: 5128.398926
	Iteration 66Q: 3 clusters Score -5789628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5789630.500000 Penalty: 5128.398926
	Iteration 67Q: 3 clusters Score -5789630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5789636.500000 Penalty: 5128.398926
	Iteration 68Q: 3 clusters Score -5789636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5789637.500000 Penalty: 5128.398926
	Iteration 69Q: 3 clusters Score -5789638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5789635.000000 Penalty: 5128.398926
	Iteration 70Q: 3 clusters Score -5789635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5789635.000000 Penalty: 5128.398926
	Iteration 71F: 3 clusters Score -5789635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Entering Unmasked Estep 
Score: -5494122.500000 Penalty: 2558.473145
	Iteration 0F: 2 clusters Score -5494122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -5473427.500000 Penalty: 5116.946289
	Iteration 0F: 3 clusters Score -5473428 nChanged 13586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -5480761.000000 Penalty: 5116.946289
	Iteration 1F: 3 clusters Score -5480761 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -5481227.500000 Penalty: 5116.946289
	Iteration 2Q: 3 clusters Score -5481228 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -5481706.500000 Penalty: 5116.946289
	Iteration 3Q: 3 clusters Score -5481706 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -5482108.500000 Penalty: 5116.946289
	Iteration 4Q: 3 clusters Score -5482108 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -5482512.500000 Penalty: 5116.946289
	Iteration 5Q: 3 clusters Score -5482512 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -5483069.000000 Penalty: 5116.946289
	Iteration 6Q: 3 clusters Score -5483069 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -5483810.500000 Penalty: 5116.946289
	Iteration 7Q: 3 clusters Score -5483810 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -5484991.500000 Penalty: 5116.946289
	Iteration 8F: 3 clusters Score -5484992 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5486449.000000 Penalty: 5116.946289
	Iteration 9F: 3 clusters Score -5486449 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -5488107.500000 Penalty: 5116.946289
	Iteration 10F: 3 clusters Score -5488108 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -5489597.000000 Penalty: 5116.946289
	Iteration 11F: 3 clusters Score -5489597 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5490496.000000 Penalty: 5116.946289
	Iteration 12Q: 3 clusters Score -5490496 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -5491078.000000 Penalty: 5116.946289
	Iteration 13Q: 3 clusters Score -5491078 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -5491385.500000 Penalty: 5116.946289
	Iteration 14Q: 3 clusters Score -5491386 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5491573.000000 Penalty: 5116.946289
	Iteration 15Q: 3 clusters Score -5491573 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -5491691.500000 Penalty: 5116.946289
	Iteration 16Q: 3 clusters Score -5491692 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5491774.000000 Penalty: 5116.946289
	Iteration 17Q: 3 clusters Score -5491774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -5491823.000000 Penalty: 5116.946289
	Iteration 18Q: 3 clusters Score -5491823 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -5491857.500000 Penalty: 5116.946289
	Iteration 19Q: 3 clusters Score -5491858 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5491901.500000 Penalty: 5116.946289
	Iteration 20F: 3 clusters Score -5491902 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -5491919.000000 Penalty: 5116.946289
	Iteration 21Q: 3 clusters Score -5491919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -5491942.500000 Penalty: 5116.946289
	Iteration 22Q: 3 clusters Score -5491942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -5491949.500000 Penalty: 5116.946289
	Iteration 23Q: 3 clusters Score -5491950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -5491953.500000 Penalty: 5116.946289
	Iteration 24Q: 3 clusters Score -5491954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -5491968.000000 Penalty: 5116.946289
	Iteration 25Q: 3 clusters Score -5491968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -5491974.000000 Penalty: 5116.946289
	Iteration 26Q: 3 clusters Score -5491974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -5491976.000000 Penalty: 5116.946289
	Iteration 27Q: 3 clusters Score -5491976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5491980.500000 Penalty: 5116.946289
	Iteration 28Q: 3 clusters Score -5491980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -5491975.000000 Penalty: 5116.946289
	Iteration 29Q: 3 clusters Score -5491975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -5491974.500000 Penalty: 5116.946289
	Iteration 30Q: 3 clusters Score -5491974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -5491981.500000 Penalty: 5116.946289
	Iteration 31Q: 3 clusters Score -5491982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -5491991.500000 Penalty: 5116.946289
	Iteration 32Q: 3 clusters Score -5491992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5491983.500000 Penalty: 5116.946289
	Iteration 33Q: 3 clusters Score -5491984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -5491983.500000 Penalty: 5116.946289
	Iteration 34F: 3 clusters Score -5491984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Entering Unmasked Estep 
Score: -8660540.000000 Penalty: 2663.965332
	Iteration 0F: 2 clusters Score -8660540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8630717.000000 Penalty: 5327.930664
	Iteration 0F: 3 clusters Score -8630717 nChanged 21252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -8642753.000000 Penalty: 5327.930664
	Iteration 1F: 3 clusters Score -8642753 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -8643735.000000 Penalty: 5327.930664
	Iteration 2F: 3 clusters Score -8643735 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -8644821.000000 Penalty: 5327.930664
	Iteration 3F: 3 clusters Score -8644821 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -8646211.000000 Penalty: 5327.930664
	Iteration 4F: 3 clusters Score -8646211 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -8647967.000000 Penalty: 5327.930664
	Iteration 5F: 3 clusters Score -8647967 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -8650041.000000 Penalty: 5327.930664
	Iteration 6F: 3 clusters Score -8650041 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -8652478.000000 Penalty: 5327.930664
	Iteration 7F: 3 clusters Score -8652478 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8654515.000000 Penalty: 5327.930664
	Iteration 8F: 3 clusters Score -8654515 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -8655777.000000 Penalty: 5327.930664
	Iteration 9Q: 3 clusters Score -8655777 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -8656352.000000 Penalty: 5327.930664
	Iteration 10Q: 3 clusters Score -8656352 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -8656702.000000 Penalty: 5327.930664
	Iteration 11Q: 3 clusters Score -8656702 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -8656973.000000 Penalty: 5327.930664
	Iteration 12Q: 3 clusters Score -8656973 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -8657189.000000 Penalty: 5327.930664
	Iteration 13Q: 3 clusters Score -8657189 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -8657383.000000 Penalty: 5327.930664
	Iteration 14Q: 3 clusters Score -8657383 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -8657490.000000 Penalty: 5327.930664
	Iteration 15Q: 3 clusters Score -8657490 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -8657618.000000 Penalty: 5327.930664
	Iteration 16Q: 3 clusters Score -8657618 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -8657755.000000 Penalty: 5327.930664
	Iteration 17Q: 3 clusters Score -8657755 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -8657870.000000 Penalty: 5327.930664
	Iteration 18Q: 3 clusters Score -8657870 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -8657951.000000 Penalty: 5327.930664
	Iteration 19Q: 3 clusters Score -8657951 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -8658062.000000 Penalty: 5327.930664
	Iteration 20F: 3 clusters Score -8658062 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -8658120.000000 Penalty: 5327.930664
	Iteration 21Q: 3 clusters Score -8658120 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -8658165.000000 Penalty: 5327.930664
	Iteration 22Q: 3 clusters Score -8658165 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -8658204.000000 Penalty: 5327.930664
	Iteration 23Q: 3 clusters Score -8658204 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -8658209.000000 Penalty: 5327.930664
	Iteration 24Q: 3 clusters Score -8658209 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8658238.000000 Penalty: 5327.930664
	Iteration 25Q: 3 clusters Score -8658238 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -8658285.000000 Penalty: 5327.930664
	Iteration 26Q: 3 clusters Score -8658285 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -8658314.000000 Penalty: 5327.930664
	Iteration 27Q: 3 clusters Score -8658314 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8658358.000000 Penalty: 5327.930664
	Iteration 28Q: 3 clusters Score -8658358 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -8658406.000000 Penalty: 5327.930664
	Iteration 29Q: 3 clusters Score -8658406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8658406.000000 Penalty: 5327.930664
	Iteration 30Q: 3 clusters Score -8658406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -8658438.000000 Penalty: 5327.930664
	Iteration 31Q: 3 clusters Score -8658438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8658482.000000 Penalty: 5327.930664
	Iteration 32Q: 3 clusters Score -8658482 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8658513.000000 Penalty: 5327.930664
	Iteration 33Q: 3 clusters Score -8658513 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -8658554.000000 Penalty: 5327.930664
	Iteration 34Q: 3 clusters Score -8658554 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8658584.000000 Penalty: 5327.930664
	Iteration 35Q: 3 clusters Score -8658584 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -8658598.000000 Penalty: 5327.930664
	Iteration 36Q: 3 clusters Score -8658598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -8658604.000000 Penalty: 5327.930664
	Iteration 37Q: 3 clusters Score -8658604 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -8658640.000000 Penalty: 5327.930664
	Iteration 38Q: 3 clusters Score -8658640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -8658677.000000 Penalty: 5327.930664
	Iteration 39Q: 3 clusters Score -8658677 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8658716.000000 Penalty: 5327.930664
	Iteration 40F: 3 clusters Score -8658716 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -8658746.000000 Penalty: 5327.930664
	Iteration 41Q: 3 clusters Score -8658746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -8658754.000000 Penalty: 5327.930664
	Iteration 42Q: 3 clusters Score -8658754 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -8658764.000000 Penalty: 5327.930664
	Iteration 43Q: 3 clusters Score -8658764 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8658786.000000 Penalty: 5327.930664
	Iteration 44Q: 3 clusters Score -8658786 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8658808.000000 Penalty: 5327.930664
	Iteration 45Q: 3 clusters Score -8658808 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8658798.000000 Penalty: 5327.930664
	Iteration 46Q: 3 clusters Score -8658798 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -8658801.000000 Penalty: 5327.930664
	Iteration 47Q: 3 clusters Score -8658801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -8658828.000000 Penalty: 5327.930664
	Iteration 48Q: 3 clusters Score -8658828 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8658849.000000 Penalty: 5327.930664
	Iteration 49Q: 3 clusters Score -8658849 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8658891.000000 Penalty: 5327.930664
	Iteration 50Q: 3 clusters Score -8658891 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -8658887.000000 Penalty: 5327.930664
	Iteration 51Q: 3 clusters Score -8658887 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -8658916.000000 Penalty: 5327.930664
	Iteration 52Q: 3 clusters Score -8658916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -8658897.000000 Penalty: 5327.930664
	Iteration 53Q: 3 clusters Score -8658897 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -8658908.000000 Penalty: 5327.930664
	Iteration 54Q: 3 clusters Score -8658908 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8658889.000000 Penalty: 5327.930664
	Iteration 55Q: 3 clusters Score -8658889 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8658891.000000 Penalty: 5327.930664
	Iteration 56Q: 3 clusters Score -8658891 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8658914.000000 Penalty: 5327.930664
	Iteration 57Q: 3 clusters Score -8658914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8658900.000000 Penalty: 5327.930664
	Iteration 58Q: 3 clusters Score -8658900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8658909.000000 Penalty: 5327.930664
	Iteration 59Q: 3 clusters Score -8658909 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8658902.000000 Penalty: 5327.930664
	Iteration 60F: 3 clusters Score -8658902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8658916.000000 Penalty: 5327.930664
	Iteration 61Q: 3 clusters Score -8658916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8658896.000000 Penalty: 5327.930664
	Iteration 62Q: 3 clusters Score -8658896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8658871.000000 Penalty: 5327.930664
	Iteration 63Q: 3 clusters Score -8658871 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8658874.000000 Penalty: 5327.930664
	Iteration 64Q: 3 clusters Score -8658874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8658885.000000 Penalty: 5327.930664
	Iteration 65Q: 3 clusters Score -8658885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8658905.000000 Penalty: 5327.930664
	Iteration 66Q: 3 clusters Score -8658905 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8658928.000000 Penalty: 5327.930664
	Iteration 67Q: 3 clusters Score -8658928 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8658917.000000 Penalty: 5327.930664
	Iteration 68Q: 3 clusters Score -8658917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8658928.000000 Penalty: 5327.930664
	Iteration 69Q: 3 clusters Score -8658928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8658928.000000 Penalty: 5327.930664
	Iteration 70Q: 3 clusters Score -8658928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8658932.000000 Penalty: 5327.930664
	Iteration 71Q: 3 clusters Score -8658932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8658919.000000 Penalty: 5327.930664
	Iteration 72Q: 3 clusters Score -8658919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8658932.000000 Penalty: 5327.930664
	Iteration 73Q: 3 clusters Score -8658932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8658923.000000 Penalty: 5327.930664
	Iteration 74Q: 3 clusters Score -8658923 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8658938.000000 Penalty: 5327.930664
	Iteration 75Q: 3 clusters Score -8658938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8658938.000000 Penalty: 5327.930664
	Iteration 76Q: 3 clusters Score -8658938 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8658937.000000 Penalty: 5327.930664
	Iteration 77Q: 3 clusters Score -8658937 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8658947.000000 Penalty: 5327.930664
	Iteration 78Q: 3 clusters Score -8658947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8658946.000000 Penalty: 5327.930664
	Iteration 79Q: 3 clusters Score -8658946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8658948.000000 Penalty: 5327.930664
	Iteration 80F: 3 clusters Score -8658948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8658964.000000 Penalty: 5327.930664
	Iteration 81Q: 3 clusters Score -8658964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8658978.000000 Penalty: 5327.930664
	Iteration 82Q: 3 clusters Score -8658978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8658959.000000 Penalty: 5327.930664
	Iteration 83Q: 3 clusters Score -8658959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8658956.000000 Penalty: 5327.930664
	Iteration 84Q: 3 clusters Score -8658956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8658955.000000 Penalty: 5327.930664
	Iteration 85Q: 3 clusters Score -8658955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8658941.000000 Penalty: 5327.930664
	Iteration 86Q: 3 clusters Score -8658941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8658957.000000 Penalty: 5327.930664
	Iteration 87Q: 3 clusters Score -8658957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8658959.000000 Penalty: 5327.930664
	Iteration 88Q: 3 clusters Score -8658959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8658956.000000 Penalty: 5327.930664
	Iteration 89Q: 3 clusters Score -8658956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8658959.000000 Penalty: 5327.930664
	Iteration 90Q: 3 clusters Score -8658959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8658962.000000 Penalty: 5327.930664
	Iteration 91Q: 3 clusters Score -8658962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8658948.000000 Penalty: 5327.930664
	Iteration 92Q: 3 clusters Score -8658948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8658964.000000 Penalty: 5327.930664
	Iteration 93Q: 3 clusters Score -8658964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8658951.000000 Penalty: 5327.930664
	Iteration 94Q: 3 clusters Score -8658951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8658963.000000 Penalty: 5327.930664
	Iteration 95Q: 3 clusters Score -8658963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8658959.000000 Penalty: 5327.930664
	Iteration 96Q: 3 clusters Score -8658959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8658956.000000 Penalty: 5327.930664
	Iteration 97Q: 3 clusters Score -8658956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8658962.000000 Penalty: 5327.930664
	Iteration 98Q: 3 clusters Score -8658962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8658962.000000 Penalty: 5327.930664
	Iteration 99Q: 3 clusters Score -8658962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44666 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8658962.000000 Penalty: 5327.930664
	Iteration 100F: 3 clusters Score -8658962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Entering Unmasked Estep 
Score: -8689092.000000 Penalty: 2666.026367
	Iteration 0F: 2 clusters Score -8689092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -8659312.000000 Penalty: 5332.052734
	Iteration 0F: 3 clusters Score -8659312 nChanged 21477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -8671244.000000 Penalty: 5332.052734
	Iteration 1F: 3 clusters Score -8671244 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -8672071.000000 Penalty: 5332.052734
	Iteration 2Q: 3 clusters Score -8672071 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8673072.000000 Penalty: 5332.052734
	Iteration 3Q: 3 clusters Score -8673072 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8674250.000000 Penalty: 5332.052734
	Iteration 4Q: 3 clusters Score -8674250 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -8675733.000000 Penalty: 5332.052734
	Iteration 5F: 3 clusters Score -8675733 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -8677426.000000 Penalty: 5332.052734
	Iteration 6F: 3 clusters Score -8677426 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -8679196.000000 Penalty: 5332.052734
	Iteration 7F: 3 clusters Score -8679196 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -8680966.000000 Penalty: 5332.052734
	Iteration 8F: 3 clusters Score -8680966 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -8682013.000000 Penalty: 5332.052734
	Iteration 9Q: 3 clusters Score -8682013 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -8682513.000000 Penalty: 5332.052734
	Iteration 10Q: 3 clusters Score -8682513 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -8682737.000000 Penalty: 5332.052734
	Iteration 11Q: 3 clusters Score -8682737 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8682936.000000 Penalty: 5332.052734
	Iteration 12Q: 3 clusters Score -8682936 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8683070.000000 Penalty: 5332.052734
	Iteration 13Q: 3 clusters Score -8683070 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -8683135.000000 Penalty: 5332.052734
	Iteration 14Q: 3 clusters Score -8683135 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8683255.000000 Penalty: 5332.052734
	Iteration 15Q: 3 clusters Score -8683255 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8683365.000000 Penalty: 5332.052734
	Iteration 16Q: 3 clusters Score -8683365 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8683476.000000 Penalty: 5332.052734
	Iteration 17Q: 3 clusters Score -8683476 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8683620.000000 Penalty: 5332.052734
	Iteration 18Q: 3 clusters Score -8683620 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -8683762.000000 Penalty: 5332.052734
	Iteration 19Q: 3 clusters Score -8683762 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8683899.000000 Penalty: 5332.052734
	Iteration 20F: 3 clusters Score -8683899 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -8684032.000000 Penalty: 5332.052734
	Iteration 21Q: 3 clusters Score -8684032 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -8684171.000000 Penalty: 5332.052734
	Iteration 22Q: 3 clusters Score -8684171 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -8684235.000000 Penalty: 5332.052734
	Iteration 23Q: 3 clusters Score -8684235 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -8684277.000000 Penalty: 5332.052734
	Iteration 24Q: 3 clusters Score -8684277 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -8684371.000000 Penalty: 5332.052734
	Iteration 25Q: 3 clusters Score -8684371 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -8684421.000000 Penalty: 5332.052734
	Iteration 26Q: 3 clusters Score -8684421 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8684534.000000 Penalty: 5332.052734
	Iteration 27Q: 3 clusters Score -8684534 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8684572.000000 Penalty: 5332.052734
	Iteration 28Q: 3 clusters Score -8684572 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -8684640.000000 Penalty: 5332.052734
	Iteration 29Q: 3 clusters Score -8684640 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -8684725.000000 Penalty: 5332.052734
	Iteration 30Q: 3 clusters Score -8684725 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -8684803.000000 Penalty: 5332.052734
	Iteration 31Q: 3 clusters Score -8684803 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32964 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -8684854.000000 Penalty: 5332.052734
	Iteration 32Q: 3 clusters Score -8684854 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8684946.000000 Penalty: 5332.052734
	Iteration 33Q: 3 clusters Score -8684946 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -8684997.000000 Penalty: 5332.052734
	Iteration 34Q: 3 clusters Score -8684997 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8685077.000000 Penalty: 5332.052734
	Iteration 35Q: 3 clusters Score -8685077 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -8685124.000000 Penalty: 5332.052734
	Iteration 36Q: 3 clusters Score -8685124 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -8685185.000000 Penalty: 5332.052734
	Iteration 37Q: 3 clusters Score -8685185 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -8685244.000000 Penalty: 5332.052734
	Iteration 38Q: 3 clusters Score -8685244 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -8685274.000000 Penalty: 5332.052734
	Iteration 39Q: 3 clusters Score -8685274 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -8685405.000000 Penalty: 5332.052734
	Iteration 40F: 3 clusters Score -8685405 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -8685447.000000 Penalty: 5332.052734
	Iteration 41Q: 3 clusters Score -8685447 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8685509.000000 Penalty: 5332.052734
	Iteration 42Q: 3 clusters Score -8685509 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -8685568.000000 Penalty: 5332.052734
	Iteration 43Q: 3 clusters Score -8685568 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8685673.000000 Penalty: 5332.052734
	Iteration 44Q: 3 clusters Score -8685673 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -8685713.000000 Penalty: 5332.052734
	Iteration 45Q: 3 clusters Score -8685713 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8685808.000000 Penalty: 5332.052734
	Iteration 46Q: 3 clusters Score -8685808 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -8685862.000000 Penalty: 5332.052734
	Iteration 47Q: 3 clusters Score -8685862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8685927.000000 Penalty: 5332.052734
	Iteration 48Q: 3 clusters Score -8685927 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8686013.000000 Penalty: 5332.052734
	Iteration 49Q: 3 clusters Score -8686013 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -8686077.000000 Penalty: 5332.052734
	Iteration 50Q: 3 clusters Score -8686077 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -8686174.000000 Penalty: 5332.052734
	Iteration 51Q: 3 clusters Score -8686174 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -8686269.000000 Penalty: 5332.052734
	Iteration 52Q: 3 clusters Score -8686269 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8686338.000000 Penalty: 5332.052734
	Iteration 53Q: 3 clusters Score -8686338 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8686432.000000 Penalty: 5332.052734
	Iteration 54Q: 3 clusters Score -8686432 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -8686522.000000 Penalty: 5332.052734
	Iteration 55Q: 3 clusters Score -8686522 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8686618.000000 Penalty: 5332.052734
	Iteration 56Q: 3 clusters Score -8686618 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8686739.000000 Penalty: 5332.052734
	Iteration 57Q: 3 clusters Score -8686739 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8686841.000000 Penalty: 5332.052734
	Iteration 58Q: 3 clusters Score -8686841 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8686916.000000 Penalty: 5332.052734
	Iteration 59Q: 3 clusters Score -8686916 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -8687015.000000 Penalty: 5332.052734
	Iteration 60F: 3 clusters Score -8687015 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8687104.000000 Penalty: 5332.052734
	Iteration 61Q: 3 clusters Score -8687104 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -8687212.000000 Penalty: 5332.052734
	Iteration 62Q: 3 clusters Score -8687212 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -8687315.000000 Penalty: 5332.052734
	Iteration 63Q: 3 clusters Score -8687315 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8687377.000000 Penalty: 5332.052734
	Iteration 64Q: 3 clusters Score -8687377 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8687383.000000 Penalty: 5332.052734
	Iteration 65Q: 3 clusters Score -8687383 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8687397.000000 Penalty: 5332.052734
	Iteration 66Q: 3 clusters Score -8687397 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -8687417.000000 Penalty: 5332.052734
	Iteration 67Q: 3 clusters Score -8687417 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8687438.000000 Penalty: 5332.052734
	Iteration 68Q: 3 clusters Score -8687438 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8687459.000000 Penalty: 5332.052734
	Iteration 69Q: 3 clusters Score -8687459 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8687458.000000 Penalty: 5332.052734
	Iteration 70Q: 3 clusters Score -8687458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8687449.000000 Penalty: 5332.052734
	Iteration 71Q: 3 clusters Score -8687449 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8687458.000000 Penalty: 5332.052734
	Iteration 72Q: 3 clusters Score -8687458 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8687454.000000 Penalty: 5332.052734
	Iteration 73Q: 3 clusters Score -8687454 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8687435.000000 Penalty: 5332.052734
	Iteration 74Q: 3 clusters Score -8687435 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8687460.000000 Penalty: 5332.052734
	Iteration 75Q: 3 clusters Score -8687460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8687445.000000 Penalty: 5332.052734
	Iteration 76Q: 3 clusters Score -8687445 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45349 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8687445.000000 Penalty: 5332.052734
	Iteration 77Q: 3 clusters Score -8687445 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8687433.000000 Penalty: 5332.052734
	Iteration 78Q: 3 clusters Score -8687433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8687429.000000 Penalty: 5332.052734
	Iteration 79Q: 3 clusters Score -8687429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8687424.000000 Penalty: 5332.052734
	Iteration 80F: 3 clusters Score -8687424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8687414.000000 Penalty: 5332.052734
	Iteration 81Q: 3 clusters Score -8687414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8687400.000000 Penalty: 5332.052734
	Iteration 82Q: 3 clusters Score -8687400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8687386.000000 Penalty: 5332.052734
	Iteration 83Q: 3 clusters Score -8687386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8687377.000000 Penalty: 5332.052734
	Iteration 84Q: 3 clusters Score -8687377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8687392.000000 Penalty: 5332.052734
	Iteration 85Q: 3 clusters Score -8687392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8687380.000000 Penalty: 5332.052734
	Iteration 86Q: 3 clusters Score -8687380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8687374.000000 Penalty: 5332.052734
	Iteration 87Q: 3 clusters Score -8687374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8687368.000000 Penalty: 5332.052734
	Iteration 88Q: 3 clusters Score -8687368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8687364.000000 Penalty: 5332.052734
	Iteration 89Q: 3 clusters Score -8687364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8687350.000000 Penalty: 5332.052734
	Iteration 90Q: 3 clusters Score -8687350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8687351.000000 Penalty: 5332.052734
	Iteration 91Q: 3 clusters Score -8687351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8687338.000000 Penalty: 5332.052734
	Iteration 92Q: 3 clusters Score -8687338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8687322.000000 Penalty: 5332.052734
	Iteration 93Q: 3 clusters Score -8687322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8687311.000000 Penalty: 5332.052734
	Iteration 94Q: 3 clusters Score -8687311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8687314.000000 Penalty: 5332.052734
	Iteration 95Q: 3 clusters Score -8687314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8687308.000000 Penalty: 5332.052734
	Iteration 96Q: 3 clusters Score -8687308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8687307.000000 Penalty: 5332.052734
	Iteration 97Q: 3 clusters Score -8687307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8687297.000000 Penalty: 5332.052734
	Iteration 98Q: 3 clusters Score -8687297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8687307.000000 Penalty: 5332.052734
	Iteration 99Q: 3 clusters Score -8687307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8687303.000000 Penalty: 5332.052734
	Iteration 100F: 3 clusters Score -8687303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8687316.000000 Penalty: 5332.052734
	Iteration 101Q: 3 clusters Score -8687316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8687324.000000 Penalty: 5332.052734
	Iteration 102Q: 3 clusters Score -8687324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8687320.000000 Penalty: 5332.052734
	Iteration 103Q: 3 clusters Score -8687320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45776 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8687314.000000 Penalty: 5332.052734
	Iteration 104Q: 3 clusters Score -8687314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -8687309.000000 Penalty: 5332.052734
	Iteration 105Q: 3 clusters Score -8687309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8687313.000000 Penalty: 5332.052734
	Iteration 106Q: 3 clusters Score -8687313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8687315.000000 Penalty: 5332.052734
	Iteration 107Q: 3 clusters Score -8687315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8687315.000000 Penalty: 5332.052734
	Iteration 108F: 3 clusters Score -8687315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -1233925.125000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -1233925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1228416.125000 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -1228416 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1229786.375000 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -1229786 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1230012.250000 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -1230012 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1230159.000000 Penalty: 4363.359375
	Iteration 3Q: 3 clusters Score -1230159 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1230267.625000 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -1230268 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1230351.125000 Penalty: 4363.359375
	Iteration 5Q: 3 clusters Score -1230351 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1230421.125000 Penalty: 4363.359375
	Iteration 6Q: 3 clusters Score -1230421 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1230485.000000 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -1230485 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1230558.375000 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -1230558 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1230635.875000 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -1230636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1230699.250000 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -1230699 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1230758.125000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -1230758 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1230829.875000 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -1230830 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1230917.000000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -1230917 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1231001.250000 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -1231001 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1231087.875000 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -1231088 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1231188.750000 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -1231189 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1231301.500000 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -1231302 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1231413.250000 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -1231413 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1231519.875000 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -1231520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1231609.375000 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -1231609 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1231673.875000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -1231674 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1231729.625000 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -1231730 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1231767.375000 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -1231767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1231799.250000 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -1231799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1231822.500000 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -1231822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1231841.000000 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -1231841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1231858.875000 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -1231859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1231866.875000 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -1231867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1231872.875000 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -1231873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1231878.125000 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -1231878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1231880.750000 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -1231881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1231883.000000 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -1231883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1231883.375000 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -1231883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1231883.625000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -1231884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1231883.500000 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -1231884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1231883.500000 Penalty: 4363.359375
	Iteration 36F: 3 clusters Score -1231884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Entering Unmasked Estep 
Score: -9458629.000000 Penalty: 2685.487549
	Iteration 0F: 2 clusters Score -9458629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9429329.000000 Penalty: 5370.975098
	Iteration 0F: 3 clusters Score -9429329 nChanged 23388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9442260.000000 Penalty: 5370.975098
	Iteration 1F: 3 clusters Score -9442260 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -9442681.000000 Penalty: 5370.975098
	Iteration 2Q: 3 clusters Score -9442681 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -9443030.000000 Penalty: 5370.975098
	Iteration 3Q: 3 clusters Score -9443030 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -9443364.000000 Penalty: 5370.975098
	Iteration 4Q: 3 clusters Score -9443364 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9443806.000000 Penalty: 5370.975098
	Iteration 5Q: 3 clusters Score -9443806 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -9444257.000000 Penalty: 5370.975098
	Iteration 6Q: 3 clusters Score -9444257 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9444883.000000 Penalty: 5370.975098
	Iteration 7Q: 3 clusters Score -9444883 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -9445970.000000 Penalty: 5370.975098
	Iteration 8Q: 3 clusters Score -9445970 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -9447679.000000 Penalty: 5370.975098
	Iteration 9F: 3 clusters Score -9447679 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -9450286.000000 Penalty: 5370.975098
	Iteration 10F: 3 clusters Score -9450286 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -9452970.000000 Penalty: 5370.975098
	Iteration 11F: 3 clusters Score -9452970 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -9454564.000000 Penalty: 5370.975098
	Iteration 12F: 3 clusters Score -9454564 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -9455095.000000 Penalty: 5370.975098
	Iteration 13Q: 3 clusters Score -9455095 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -9455252.000000 Penalty: 5370.975098
	Iteration 14Q: 3 clusters Score -9455252 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -9455360.000000 Penalty: 5370.975098
	Iteration 15Q: 3 clusters Score -9455360 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -9455509.000000 Penalty: 5370.975098
	Iteration 16Q: 3 clusters Score -9455509 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -9455526.000000 Penalty: 5370.975098
	Iteration 17Q: 3 clusters Score -9455526 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -9455586.000000 Penalty: 5370.975098
	Iteration 18Q: 3 clusters Score -9455586 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -9455589.000000 Penalty: 5370.975098
	Iteration 19Q: 3 clusters Score -9455589 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -9455584.000000 Penalty: 5370.975098
	Iteration 20F: 3 clusters Score -9455584 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -9455641.000000 Penalty: 5370.975098
	Iteration 21Q: 3 clusters Score -9455641 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -9455702.000000 Penalty: 5370.975098
	Iteration 22Q: 3 clusters Score -9455702 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -9455693.000000 Penalty: 5370.975098
	Iteration 23Q: 3 clusters Score -9455693 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -9455750.000000 Penalty: 5370.975098
	Iteration 24Q: 3 clusters Score -9455750 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -9455807.000000 Penalty: 5370.975098
	Iteration 25Q: 3 clusters Score -9455807 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -9455833.000000 Penalty: 5370.975098
	Iteration 26Q: 3 clusters Score -9455833 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -9455832.000000 Penalty: 5370.975098
	Iteration 27Q: 3 clusters Score -9455832 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -9455875.000000 Penalty: 5370.975098
	Iteration 28Q: 3 clusters Score -9455875 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -9455945.000000 Penalty: 5370.975098
	Iteration 29Q: 3 clusters Score -9455945 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -9455998.000000 Penalty: 5370.975098
	Iteration 30Q: 3 clusters Score -9455998 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -9456016.000000 Penalty: 5370.975098
	Iteration 31Q: 3 clusters Score -9456016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -9456016.000000 Penalty: 5370.975098
	Iteration 32Q: 3 clusters Score -9456016 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -9456016.000000 Penalty: 5370.975098
	Iteration 33Q: 3 clusters Score -9456016 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -9456029.000000 Penalty: 5370.975098
	Iteration 34Q: 3 clusters Score -9456029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -9456024.000000 Penalty: 5370.975098
	Iteration 35Q: 3 clusters Score -9456024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -9456039.000000 Penalty: 5370.975098
	Iteration 36Q: 3 clusters Score -9456039 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -9456068.000000 Penalty: 5370.975098
	Iteration 37Q: 3 clusters Score -9456068 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -9456098.000000 Penalty: 5370.975098
	Iteration 38Q: 3 clusters Score -9456098 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -9456122.000000 Penalty: 5370.975098
	Iteration 39Q: 3 clusters Score -9456122 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9456136.000000 Penalty: 5370.975098
	Iteration 40F: 3 clusters Score -9456136 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -9456139.000000 Penalty: 5370.975098
	Iteration 41Q: 3 clusters Score -9456139 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -9456183.000000 Penalty: 5370.975098
	Iteration 42Q: 3 clusters Score -9456183 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -9456192.000000 Penalty: 5370.975098
	Iteration 43Q: 3 clusters Score -9456192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -9456237.000000 Penalty: 5370.975098
	Iteration 44Q: 3 clusters Score -9456237 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -9456240.000000 Penalty: 5370.975098
	Iteration 45Q: 3 clusters Score -9456240 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -9456274.000000 Penalty: 5370.975098
	Iteration 46Q: 3 clusters Score -9456274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -9456292.000000 Penalty: 5370.975098
	Iteration 47Q: 3 clusters Score -9456292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -9456321.000000 Penalty: 5370.975098
	Iteration 48Q: 3 clusters Score -9456321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -9456339.000000 Penalty: 5370.975098
	Iteration 49Q: 3 clusters Score -9456339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -9456362.000000 Penalty: 5370.975098
	Iteration 50Q: 3 clusters Score -9456362 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -9456383.000000 Penalty: 5370.975098
	Iteration 51Q: 3 clusters Score -9456383 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -9456397.000000 Penalty: 5370.975098
	Iteration 52Q: 3 clusters Score -9456397 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -9456410.000000 Penalty: 5370.975098
	Iteration 53Q: 3 clusters Score -9456410 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -9456443.000000 Penalty: 5370.975098
	Iteration 54Q: 3 clusters Score -9456443 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -9456445.000000 Penalty: 5370.975098
	Iteration 55Q: 3 clusters Score -9456445 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -9456455.000000 Penalty: 5370.975098
	Iteration 56Q: 3 clusters Score -9456455 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -9456502.000000 Penalty: 5370.975098
	Iteration 57Q: 3 clusters Score -9456502 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -9456500.000000 Penalty: 5370.975098
	Iteration 58Q: 3 clusters Score -9456500 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -9456530.000000 Penalty: 5370.975098
	Iteration 59Q: 3 clusters Score -9456530 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -9456547.000000 Penalty: 5370.975098
	Iteration 60F: 3 clusters Score -9456547 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -9456538.000000 Penalty: 5370.975098
	Iteration 61Q: 3 clusters Score -9456538 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -9456589.000000 Penalty: 5370.975098
	Iteration 62Q: 3 clusters Score -9456589 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -9456602.000000 Penalty: 5370.975098
	Iteration 63Q: 3 clusters Score -9456602 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -9456621.000000 Penalty: 5370.975098
	Iteration 64Q: 3 clusters Score -9456621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -9456655.000000 Penalty: 5370.975098
	Iteration 65Q: 3 clusters Score -9456655 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -9456686.000000 Penalty: 5370.975098
	Iteration 66Q: 3 clusters Score -9456686 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -9456710.000000 Penalty: 5370.975098
	Iteration 67Q: 3 clusters Score -9456710 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -9456717.000000 Penalty: 5370.975098
	Iteration 68Q: 3 clusters Score -9456717 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -9456744.000000 Penalty: 5370.975098
	Iteration 69Q: 3 clusters Score -9456744 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -9456742.000000 Penalty: 5370.975098
	Iteration 70Q: 3 clusters Score -9456742 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -9456762.000000 Penalty: 5370.975098
	Iteration 71Q: 3 clusters Score -9456762 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -9456762.000000 Penalty: 5370.975098
	Iteration 72Q: 3 clusters Score -9456762 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -9456817.000000 Penalty: 5370.975098
	Iteration 73Q: 3 clusters Score -9456817 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -9456828.000000 Penalty: 5370.975098
	Iteration 74Q: 3 clusters Score -9456828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -9456864.000000 Penalty: 5370.975098
	Iteration 75Q: 3 clusters Score -9456864 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -9456881.000000 Penalty: 5370.975098
	Iteration 76Q: 3 clusters Score -9456881 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -9456882.000000 Penalty: 5370.975098
	Iteration 77Q: 3 clusters Score -9456882 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -9456879.000000 Penalty: 5370.975098
	Iteration 78Q: 3 clusters Score -9456879 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -9456895.000000 Penalty: 5370.975098
	Iteration 79Q: 3 clusters Score -9456895 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -9456917.000000 Penalty: 5370.975098
	Iteration 80F: 3 clusters Score -9456917 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -9456909.000000 Penalty: 5370.975098
	Iteration 81Q: 3 clusters Score -9456909 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -9456921.000000 Penalty: 5370.975098
	Iteration 82Q: 3 clusters Score -9456921 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -9456950.000000 Penalty: 5370.975098
	Iteration 83Q: 3 clusters Score -9456950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -9456959.000000 Penalty: 5370.975098
	Iteration 84Q: 3 clusters Score -9456959 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -9456995.000000 Penalty: 5370.975098
	Iteration 85Q: 3 clusters Score -9456995 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -9457000.000000 Penalty: 5370.975098
	Iteration 86Q: 3 clusters Score -9457000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -9457075.000000 Penalty: 5370.975098
	Iteration 87Q: 3 clusters Score -9457075 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -9457124.000000 Penalty: 5370.975098
	Iteration 88Q: 3 clusters Score -9457124 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -9457153.000000 Penalty: 5370.975098
	Iteration 89Q: 3 clusters Score -9457153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -9457185.000000 Penalty: 5370.975098
	Iteration 90Q: 3 clusters Score -9457185 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -9457219.000000 Penalty: 5370.975098
	Iteration 91Q: 3 clusters Score -9457219 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -9457267.000000 Penalty: 5370.975098
	Iteration 92Q: 3 clusters Score -9457267 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -9457308.000000 Penalty: 5370.975098
	Iteration 93Q: 3 clusters Score -9457308 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -9457357.000000 Penalty: 5370.975098
	Iteration 94Q: 3 clusters Score -9457357 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -9457367.000000 Penalty: 5370.975098
	Iteration 95Q: 3 clusters Score -9457367 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -9457413.000000 Penalty: 5370.975098
	Iteration 96Q: 3 clusters Score -9457413 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -9457445.000000 Penalty: 5370.975098
	Iteration 97Q: 3 clusters Score -9457445 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -9457466.000000 Penalty: 5370.975098
	Iteration 98Q: 3 clusters Score -9457466 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -9457486.000000 Penalty: 5370.975098
	Iteration 99Q: 3 clusters Score -9457486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -9457555.000000 Penalty: 5370.975098
	Iteration 100F: 3 clusters Score -9457555 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44103 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -9457568.000000 Penalty: 5370.975098
	Iteration 101Q: 3 clusters Score -9457568 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -9457603.000000 Penalty: 5370.975098
	Iteration 102Q: 3 clusters Score -9457603 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -9457598.000000 Penalty: 5370.975098
	Iteration 103Q: 3 clusters Score -9457598 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -9457611.000000 Penalty: 5370.975098
	Iteration 104Q: 3 clusters Score -9457611 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -9457666.000000 Penalty: 5370.975098
	Iteration 105Q: 3 clusters Score -9457666 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -9457657.000000 Penalty: 5370.975098
	Iteration 106Q: 3 clusters Score -9457657 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -9457676.000000 Penalty: 5370.975098
	Iteration 107Q: 3 clusters Score -9457676 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45800 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -9457658.000000 Penalty: 5370.975098
	Iteration 108Q: 3 clusters Score -9457658 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -9457680.000000 Penalty: 5370.975098
	Iteration 109Q: 3 clusters Score -9457680 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -9457647.000000 Penalty: 5370.975098
	Iteration 110Q: 3 clusters Score -9457647 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9457602.000000 Penalty: 5370.975098
	Iteration 111Q: 3 clusters Score -9457602 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -9457643.000000 Penalty: 5370.975098
	Iteration 112Q: 3 clusters Score -9457643 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9457663.000000 Penalty: 5370.975098
	Iteration 113Q: 3 clusters Score -9457663 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -9457626.000000 Penalty: 5370.975098
	Iteration 114Q: 3 clusters Score -9457626 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -9457616.000000 Penalty: 5370.975098
	Iteration 115Q: 3 clusters Score -9457616 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9457595.000000 Penalty: 5370.975098
	Iteration 116Q: 3 clusters Score -9457595 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -9457523.000000 Penalty: 5370.975098
	Iteration 117Q: 3 clusters Score -9457523 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47576 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -9457528.000000 Penalty: 5370.975098
	Iteration 118Q: 3 clusters Score -9457528 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9457494.000000 Penalty: 5370.975098
	Iteration 119Q: 3 clusters Score -9457494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -9457475.000000 Penalty: 5370.975098
	Iteration 120F: 3 clusters Score -9457475 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9457431.000000 Penalty: 5370.975098
	Iteration 121Q: 3 clusters Score -9457431 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9457432.000000 Penalty: 5370.975098
	Iteration 122Q: 3 clusters Score -9457432 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9457398.000000 Penalty: 5370.975098
	Iteration 123Q: 3 clusters Score -9457398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9457391.000000 Penalty: 5370.975098
	Iteration 124Q: 3 clusters Score -9457391 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -9457379.000000 Penalty: 5370.975098
	Iteration 125Q: 3 clusters Score -9457379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9457368.000000 Penalty: 5370.975098
	Iteration 126Q: 3 clusters Score -9457368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -9457374.000000 Penalty: 5370.975098
	Iteration 127Q: 3 clusters Score -9457374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9457364.000000 Penalty: 5370.975098
	Iteration 128Q: 3 clusters Score -9457364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9457314.000000 Penalty: 5370.975098
	Iteration 129Q: 3 clusters Score -9457314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -9457308.000000 Penalty: 5370.975098
	Iteration 130Q: 3 clusters Score -9457308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9457301.000000 Penalty: 5370.975098
	Iteration 131Q: 3 clusters Score -9457301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9457290.000000 Penalty: 5370.975098
	Iteration 132Q: 3 clusters Score -9457290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9457302.000000 Penalty: 5370.975098
	Iteration 133Q: 3 clusters Score -9457302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -9457307.000000 Penalty: 5370.975098
	Iteration 134Q: 3 clusters Score -9457307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9457312.000000 Penalty: 5370.975098
	Iteration 135Q: 3 clusters Score -9457312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48609 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9457309.000000 Penalty: 5370.975098
	Iteration 136Q: 3 clusters Score -9457309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -9457331.000000 Penalty: 5370.975098
	Iteration 137Q: 3 clusters Score -9457331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48662 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9457313.000000 Penalty: 5370.975098
	Iteration 138Q: 3 clusters Score -9457313 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -9457314.000000 Penalty: 5370.975098
	Iteration 139Q: 3 clusters Score -9457314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -9457281.000000 Penalty: 5370.975098
	Iteration 140F: 3 clusters Score -9457281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9457281.000000 Penalty: 5370.975098
	Iteration 141Q: 3 clusters Score -9457281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9457285.000000 Penalty: 5370.975098
	Iteration 142Q: 3 clusters Score -9457285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9457286.000000 Penalty: 5370.975098
	Iteration 143Q: 3 clusters Score -9457286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -9457281.000000 Penalty: 5370.975098
	Iteration 144Q: 3 clusters Score -9457281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9457282.000000 Penalty: 5370.975098
	Iteration 145Q: 3 clusters Score -9457282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -9457291.000000 Penalty: 5370.975098
	Iteration 146Q: 3 clusters Score -9457291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48783 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -9457296.000000 Penalty: 5370.975098
	Iteration 147Q: 3 clusters Score -9457296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9457286.000000 Penalty: 5370.975098
	Iteration 148Q: 3 clusters Score -9457286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -9457293.000000 Penalty: 5370.975098
	Iteration 149Q: 3 clusters Score -9457293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48805 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9457283.000000 Penalty: 5370.975098
	Iteration 150Q: 3 clusters Score -9457283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9457296.000000 Penalty: 5370.975098
	Iteration 151Q: 3 clusters Score -9457296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9457285.000000 Penalty: 5370.975098
	Iteration 152Q: 3 clusters Score -9457285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9457287.000000 Penalty: 5370.975098
	Iteration 153Q: 3 clusters Score -9457287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9457286.000000 Penalty: 5370.975098
	Iteration 154Q: 3 clusters Score -9457286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9457277.000000 Penalty: 5370.975098
	Iteration 155Q: 3 clusters Score -9457277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9457277.000000 Penalty: 5370.975098
	Iteration 156F: 3 clusters Score -9457277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -201778.062500 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -201778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -199761.203125 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -199761.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -200265.640625 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -200265.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -200504.562500 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -200504.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -200712.953125 Penalty: 3527.310059
	Iteration 3F: 3 clusters Score -200713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -200910.843750 Penalty: 3527.310059
	Iteration 4F: 3 clusters Score -200910.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -201020.812500 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -201020.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -201096.234375 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -201096.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -201153.890625 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -201153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -201200.343750 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -201200.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -201271.984375 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -201272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -201310.250000 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -201310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -201338.421875 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -201338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -201373.828125 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -201373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -201419.406250 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -201419.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -201464.531250 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -201464.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -201491.875000 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -201491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -201503.343750 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -201503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -201506.625000 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -201506.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -201513.781250 Penalty: 3527.310059
	Iteration 18Q: 3 clusters Score -201513.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -201526.859375 Penalty: 3527.310059
	Iteration 19Q: 3 clusters Score -201526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -201544.296875 Penalty: 3527.310059
	Iteration 20F: 3 clusters Score -201544.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -201549.578125 Penalty: 3527.310059
	Iteration 21Q: 3 clusters Score -201549.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -201557.890625 Penalty: 3527.310059
	Iteration 22Q: 3 clusters Score -201557.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -201559.734375 Penalty: 3527.310059
	Iteration 23Q: 3 clusters Score -201559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -201562.765625 Penalty: 3527.310059
	Iteration 24Q: 3 clusters Score -201562.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -201563.484375 Penalty: 3527.310059
	Iteration 25Q: 3 clusters Score -201563.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -201563.484375 Penalty: 3527.310059
	Iteration 26F: 3 clusters Score -201563.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Entering Unmasked Estep 
Score: -8406431.000000 Penalty: 2656.872314
	Iteration 0F: 2 clusters Score -8406431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -8376759.500000 Penalty: 5313.744629
	Iteration 0F: 3 clusters Score -8376760 nChanged 20731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8388321.500000 Penalty: 5313.744629
	Iteration 1F: 3 clusters Score -8388322 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -8388862.000000 Penalty: 5313.744629
	Iteration 2Q: 3 clusters Score -8388862 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -8389375.000000 Penalty: 5313.744629
	Iteration 3Q: 3 clusters Score -8389375 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -8389897.000000 Penalty: 5313.744629
	Iteration 4Q: 3 clusters Score -8389897 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8390571.000000 Penalty: 5313.744629
	Iteration 5Q: 3 clusters Score -8390571 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -8391434.000000 Penalty: 5313.744629
	Iteration 6Q: 3 clusters Score -8391434 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -8392492.000000 Penalty: 5313.744629
	Iteration 7Q: 3 clusters Score -8392492 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -8394003.000000 Penalty: 5313.744629
	Iteration 8F: 3 clusters Score -8394003 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -8395717.000000 Penalty: 5313.744629
	Iteration 9F: 3 clusters Score -8395717 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -8397272.000000 Penalty: 5313.744629
	Iteration 10F: 3 clusters Score -8397272 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -8398413.000000 Penalty: 5313.744629
	Iteration 11Q: 3 clusters Score -8398413 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -8398970.000000 Penalty: 5313.744629
	Iteration 12Q: 3 clusters Score -8398970 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -8399240.000000 Penalty: 5313.744629
	Iteration 13Q: 3 clusters Score -8399240 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -8399497.000000 Penalty: 5313.744629
	Iteration 14Q: 3 clusters Score -8399497 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -8399696.000000 Penalty: 5313.744629
	Iteration 15Q: 3 clusters Score -8399696 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8399844.000000 Penalty: 5313.744629
	Iteration 16Q: 3 clusters Score -8399844 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -8400000.000000 Penalty: 5313.744629
	Iteration 17Q: 3 clusters Score -8400000 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8400108.000000 Penalty: 5313.744629
	Iteration 18Q: 3 clusters Score -8400108 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -8400268.000000 Penalty: 5313.744629
	Iteration 19Q: 3 clusters Score -8400268 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -8400489.000000 Penalty: 5313.744629
	Iteration 20F: 3 clusters Score -8400489 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -8400655.000000 Penalty: 5313.744629
	Iteration 21Q: 3 clusters Score -8400655 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8400862.000000 Penalty: 5313.744629
	Iteration 22Q: 3 clusters Score -8400862 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -8401067.000000 Penalty: 5313.744629
	Iteration 23Q: 3 clusters Score -8401067 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -8401291.000000 Penalty: 5313.744629
	Iteration 24Q: 3 clusters Score -8401291 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8401543.000000 Penalty: 5313.744629
	Iteration 25Q: 3 clusters Score -8401543 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -8401799.000000 Penalty: 5313.744629
	Iteration 26Q: 3 clusters Score -8401799 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -8402022.000000 Penalty: 5313.744629
	Iteration 27Q: 3 clusters Score -8402022 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -8402248.000000 Penalty: 5313.744629
	Iteration 28Q: 3 clusters Score -8402248 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -8402542.000000 Penalty: 5313.744629
	Iteration 29Q: 3 clusters Score -8402542 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8402767.000000 Penalty: 5313.744629
	Iteration 30Q: 3 clusters Score -8402767 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8402944.000000 Penalty: 5313.744629
	Iteration 31Q: 3 clusters Score -8402944 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8403134.000000 Penalty: 5313.744629
	Iteration 32Q: 3 clusters Score -8403134 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8403300.000000 Penalty: 5313.744629
	Iteration 33Q: 3 clusters Score -8403300 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -8403483.000000 Penalty: 5313.744629
	Iteration 34Q: 3 clusters Score -8403483 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8403593.000000 Penalty: 5313.744629
	Iteration 35Q: 3 clusters Score -8403593 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8403705.000000 Penalty: 5313.744629
	Iteration 36Q: 3 clusters Score -8403705 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8403799.000000 Penalty: 5313.744629
	Iteration 37Q: 3 clusters Score -8403799 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8403884.000000 Penalty: 5313.744629
	Iteration 38Q: 3 clusters Score -8403884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8403953.000000 Penalty: 5313.744629
	Iteration 39Q: 3 clusters Score -8403953 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8404039.000000 Penalty: 5313.744629
	Iteration 40F: 3 clusters Score -8404039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8404093.000000 Penalty: 5313.744629
	Iteration 41Q: 3 clusters Score -8404093 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8404156.000000 Penalty: 5313.744629
	Iteration 42Q: 3 clusters Score -8404156 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8404193.000000 Penalty: 5313.744629
	Iteration 43Q: 3 clusters Score -8404193 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8404219.000000 Penalty: 5313.744629
	Iteration 44Q: 3 clusters Score -8404219 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8404251.000000 Penalty: 5313.744629
	Iteration 45Q: 3 clusters Score -8404251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8404273.000000 Penalty: 5313.744629
	Iteration 46Q: 3 clusters Score -8404273 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8404265.000000 Penalty: 5313.744629
	Iteration 47Q: 3 clusters Score -8404265 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8404296.000000 Penalty: 5313.744629
	Iteration 48Q: 3 clusters Score -8404296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8404308.000000 Penalty: 5313.744629
	Iteration 49Q: 3 clusters Score -8404308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8404305.000000 Penalty: 5313.744629
	Iteration 50Q: 3 clusters Score -8404305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8404320.000000 Penalty: 5313.744629
	Iteration 51Q: 3 clusters Score -8404320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8404330.000000 Penalty: 5313.744629
	Iteration 52Q: 3 clusters Score -8404330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8404342.000000 Penalty: 5313.744629
	Iteration 53Q: 3 clusters Score -8404342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8404343.000000 Penalty: 5313.744629
	Iteration 54Q: 3 clusters Score -8404343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8404337.000000 Penalty: 5313.744629
	Iteration 55Q: 3 clusters Score -8404337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8404335.000000 Penalty: 5313.744629
	Iteration 56Q: 3 clusters Score -8404335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8404342.000000 Penalty: 5313.744629
	Iteration 57Q: 3 clusters Score -8404342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8404349.000000 Penalty: 5313.744629
	Iteration 58Q: 3 clusters Score -8404349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8404354.000000 Penalty: 5313.744629
	Iteration 59Q: 3 clusters Score -8404354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8404355.000000 Penalty: 5313.744629
	Iteration 60F: 3 clusters Score -8404355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8404350.000000 Penalty: 5313.744629
	Iteration 61Q: 3 clusters Score -8404350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8404354.000000 Penalty: 5313.744629
	Iteration 62Q: 3 clusters Score -8404354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8404354.000000 Penalty: 5313.744629
	Iteration 63F: 3 clusters Score -8404354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68706.789062 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68706.79 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68868.140625 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68868.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68913.742188 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -68913.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68943.296875 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -68943.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68961.476562 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -68961.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68973.718750 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -68973.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68985.226562 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -68985.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -68991.726562 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -68991.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68994.773438 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -68994.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68994.773438 Penalty: 2991.219971
	Iteration 9F: 3 clusters Score -68994.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -781622.187500 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -781622.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -777619.250000 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -777619.2 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -778507.750000 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -778507.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -778708.312500 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -778708.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -778846.875000 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -778846.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -778939.437500 Penalty: 4139.699219
	Iteration 4Q: 3 clusters Score -778939.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -779016.562500 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -779016.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -779086.187500 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -779086.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -779134.812500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -779134.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -779187.375000 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -779187.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -779245.312500 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -779245.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -779305.812500 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -779305.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -779365.000000 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -779365 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -779422.000000 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -779422 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -779458.000000 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -779458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -779479.437500 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -779479.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -779500.500000 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -779500.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -779516.687500 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -779516.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -779529.500000 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -779529.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -779544.312500 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -779544.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -779554.312500 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -779554.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -779566.937500 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -779566.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -779576.062500 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -779576.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -779587.562500 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -779587.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -779592.187500 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -779592.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -779597.562500 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -779597.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -779601.312500 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -779601.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -779605.625000 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -779605.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -779607.562500 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -779607.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -779613.250000 Penalty: 4139.699219
	Iteration 28Q: 3 clusters Score -779613.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -779617.375000 Penalty: 4139.699219
	Iteration 29Q: 3 clusters Score -779617.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -779623.250000 Penalty: 4139.699219
	Iteration 30Q: 3 clusters Score -779623.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -779627.250000 Penalty: 4139.699219
	Iteration 31Q: 3 clusters Score -779627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -779630.375000 Penalty: 4139.699219
	Iteration 32Q: 3 clusters Score -779630.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -779635.437500 Penalty: 4139.699219
	Iteration 33Q: 3 clusters Score -779635.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -779641.500000 Penalty: 4139.699219
	Iteration 34Q: 3 clusters Score -779641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -779645.312500 Penalty: 4139.699219
	Iteration 35Q: 3 clusters Score -779645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -779652.437500 Penalty: 4139.699219
	Iteration 36Q: 3 clusters Score -779652.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -779659.562500 Penalty: 4139.699219
	Iteration 37Q: 3 clusters Score -779659.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -779662.375000 Penalty: 4139.699219
	Iteration 38Q: 3 clusters Score -779662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -779665.312500 Penalty: 4139.699219
	Iteration 39Q: 3 clusters Score -779665.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -779669.000000 Penalty: 4139.699219
	Iteration 40F: 3 clusters Score -779669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -779671.812500 Penalty: 4139.699219
	Iteration 41Q: 3 clusters Score -779671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -779674.437500 Penalty: 4139.699219
	Iteration 42Q: 3 clusters Score -779674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -779679.625000 Penalty: 4139.699219
	Iteration 43Q: 3 clusters Score -779679.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -779684.375000 Penalty: 4139.699219
	Iteration 44Q: 3 clusters Score -779684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -779688.187500 Penalty: 4139.699219
	Iteration 45Q: 3 clusters Score -779688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -779690.875000 Penalty: 4139.699219
	Iteration 46Q: 3 clusters Score -779690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -779692.375000 Penalty: 4139.699219
	Iteration 47Q: 3 clusters Score -779692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -779692.750000 Penalty: 4139.699219
	Iteration 48Q: 3 clusters Score -779692.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -779693.875000 Penalty: 4139.699219
	Iteration 49Q: 3 clusters Score -779693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -779694.375000 Penalty: 4139.699219
	Iteration 50Q: 3 clusters Score -779694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -779696.437500 Penalty: 4139.699219
	Iteration 51Q: 3 clusters Score -779696.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -779698.625000 Penalty: 4139.699219
	Iteration 52Q: 3 clusters Score -779698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -779699.250000 Penalty: 4139.699219
	Iteration 53Q: 3 clusters Score -779699.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -779700.687500 Penalty: 4139.699219
	Iteration 54Q: 3 clusters Score -779700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -779702.687500 Penalty: 4139.699219
	Iteration 55Q: 3 clusters Score -779702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -779705.812500 Penalty: 4139.699219
	Iteration 56Q: 3 clusters Score -779705.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -779706.187500 Penalty: 4139.699219
	Iteration 57Q: 3 clusters Score -779706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -779708.625000 Penalty: 4139.699219
	Iteration 58Q: 3 clusters Score -779708.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -779709.125000 Penalty: 4139.699219
	Iteration 59Q: 3 clusters Score -779709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -779710.437500 Penalty: 4139.699219
	Iteration 60F: 3 clusters Score -779710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Entering Unmasked Estep 
Score: -10281835.000000 Penalty: 2706.314209
	Iteration 0F: 2 clusters Score -1.028184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -10250600.000000 Penalty: 5412.628418
	Iteration 0F: 3 clusters Score -1.02506e+07 nChanged 25490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -10264539.000000 Penalty: 5412.628418
	Iteration 1F: 3 clusters Score -1.026454e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -10265039.000000 Penalty: 5412.628418
	Iteration 2Q: 3 clusters Score -1.026504e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -10265584.000000 Penalty: 5412.628418
	Iteration 3Q: 3 clusters Score -1.026558e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -10266360.000000 Penalty: 5412.628418
	Iteration 4Q: 3 clusters Score -1.026636e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -10267409.000000 Penalty: 5412.628418
	Iteration 5Q: 3 clusters Score -1.026741e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -10269041.000000 Penalty: 5412.628418
	Iteration 6F: 3 clusters Score -1.026904e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -10271484.000000 Penalty: 5412.628418
	Iteration 7F: 3 clusters Score -1.027148e+07 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -10274494.000000 Penalty: 5412.628418
	Iteration 8F: 3 clusters Score -1.027449e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -10276981.000000 Penalty: 5412.628418
	Iteration 9F: 3 clusters Score -1.027698e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -10278328.000000 Penalty: 5412.628418
	Iteration 10F: 3 clusters Score -1.027833e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -10278951.000000 Penalty: 5412.628418
	Iteration 11Q: 3 clusters Score -1.027895e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -10279178.000000 Penalty: 5412.628418
	Iteration 12Q: 3 clusters Score -1.027918e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -10279316.000000 Penalty: 5412.628418
	Iteration 13Q: 3 clusters Score -1.027932e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -10279415.000000 Penalty: 5412.628418
	Iteration 14Q: 3 clusters Score -1.027942e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -10279485.000000 Penalty: 5412.628418
	Iteration 15Q: 3 clusters Score -1.027948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10279521.000000 Penalty: 5412.628418
	Iteration 16Q: 3 clusters Score -1.027952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10279519.000000 Penalty: 5412.628418
	Iteration 17Q: 3 clusters Score -1.027952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -10279537.000000 Penalty: 5412.628418
	Iteration 18Q: 3 clusters Score -1.027954e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -10279547.000000 Penalty: 5412.628418
	Iteration 19Q: 3 clusters Score -1.027955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -10279568.000000 Penalty: 5412.628418
	Iteration 20F: 3 clusters Score -1.027957e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -10279566.000000 Penalty: 5412.628418
	Iteration 21Q: 3 clusters Score -1.027957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -10279556.000000 Penalty: 5412.628418
	Iteration 22Q: 3 clusters Score -1.027956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -10279556.000000 Penalty: 5412.628418
	Iteration 23Q: 3 clusters Score -1.027956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 54563 members 
Entering Unmasked Estep 
Score: -10279562.000000 Penalty: 5412.628418
	Iteration 24Q: 3 clusters Score -1.027956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -10279564.000000 Penalty: 5412.628418
	Iteration 25Q: 3 clusters Score -1.027956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -10279559.000000 Penalty: 5412.628418
	Iteration 26Q: 3 clusters Score -1.027956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -10279567.000000 Penalty: 5412.628418
	Iteration 27Q: 3 clusters Score -1.027957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -10279570.000000 Penalty: 5412.628418
	Iteration 28Q: 3 clusters Score -1.027957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -10279570.000000 Penalty: 5412.628418
	Iteration 29Q: 3 clusters Score -1.027957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -10279570.000000 Penalty: 5412.628418
	Iteration 30F: 3 clusters Score -1.027957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -404062.906250 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -404062.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -401231.875000 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -401231.9 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -401701.125000 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -401701.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -401863.812500 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -401863.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -401944.437500 Penalty: 3838.506104
	Iteration 3Q: 3 clusters Score -401944.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401992.968750 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -401993 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -402030.187500 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -402030.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -402055.656250 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -402055.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -402076.718750 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -402076.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -402092.156250 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -402092.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -402105.437500 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -402105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -402116.562500 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -402116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -402124.312500 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -402124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -402133.156250 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -402133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -402139.906250 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -402139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -402145.843750 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -402145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -402150.250000 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -402150.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -402157.625000 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -402157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -402161.375000 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -402161.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -402164.812500 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -402164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -402166.187500 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -402166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402168.781250 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -402168.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -402172.031250 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -402172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -402178.156250 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -402178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -402183.187500 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -402183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402186.500000 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -402186.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -402189.031250 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -402189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -402191.093750 Penalty: 3838.506104
	Iteration 26Q: 3 clusters Score -402191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -402191.000000 Penalty: 3838.506104
	Iteration 27Q: 3 clusters Score -402191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -402191.687500 Penalty: 3838.506104
	Iteration 28Q: 3 clusters Score -402191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -402191.687500 Penalty: 3838.506104
	Iteration 29F: 3 clusters Score -402191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 49942 members 
Mstep: Class 3 contains 50023 members 
Mstep: Class 4 contains 45600 members 
Mstep: Class 5 contains 31625 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19702 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 10 contains 43731 members 
Mstep: Class 11 contains 32618 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55405 members 
Mstep: Class 14 contains 44279 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30931 members 
Mstep: Class 17 contains 30225 members 
Mstep: Class 18 contains 46249 members 
Mstep: Class 19 contains 46635 members 
Mstep: Class 20 contains 6615 members 
Mstep: Class 21 contains 50442 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44945 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4214 members 
Mstep: Class 27 contains 54861 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121760.000000 Penalty: 90551.781250
Iteration 119Q: 28 clusters Score -1.371218e+08 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 49926 members 
Mstep: Class 3 contains 50053 members 
Mstep: Class 4 contains 45571 members 
Mstep: Class 5 contains 31342 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19644 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2235 members 
Mstep: Class 10 contains 43845 members 
Mstep: Class 11 contains 33014 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55430 members 
Mstep: Class 14 contains 44140 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30845 members 
Mstep: Class 17 contains 30190 members 
Mstep: Class 18 contains 46212 members 
Mstep: Class 19 contains 46538 members 
Mstep: Class 20 contains 6588 members 
Mstep: Class 21 contains 50506 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44894 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4252 members 
Mstep: Class 27 contains 55064 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137122304.000000 Penalty: 90551.781250
Iteration 120F: 28 clusters Score -1.371223e+08 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 49905 members 
Mstep: Class 3 contains 50030 members 
Mstep: Class 4 contains 45557 members 
Mstep: Class 5 contains 31058 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 43972 members 
Mstep: Class 11 contains 33436 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55083 members 
Mstep: Class 14 contains 44019 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30772 members 
Mstep: Class 17 contains 30175 members 
Mstep: Class 18 contains 46195 members 
Mstep: Class 19 contains 46368 members 
Mstep: Class 20 contains 6574 members 
Mstep: Class 21 contains 50533 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44924 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4284 members 
Mstep: Class 27 contains 55514 members 
Mstep: Class 28 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123168.000000 Penalty: 90551.781250
Iteration 121Q: 28 clusters Score -1.371232e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 50011 members 
Mstep: Class 4 contains 45546 members 
Mstep: Class 5 contains 30797 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2238 members 
Mstep: Class 10 contains 44063 members 
Mstep: Class 11 contains 33923 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54838 members 
Mstep: Class 14 contains 43862 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30694 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 46171 members 
Mstep: Class 19 contains 46244 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 50562 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44917 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4306 members 
Mstep: Class 27 contains 55860 members 
Mstep: Class 28 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123056.000000 Penalty: 90551.781250
Iteration 122Q: 28 clusters Score -1.371231e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 49946 members 
Mstep: Class 3 contains 50000 members 
Mstep: Class 4 contains 45530 members 
Mstep: Class 5 contains 30551 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19517 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 44098 members 
Mstep: Class 11 contains 34465 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54526 members 
Mstep: Class 14 contains 43716 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30644 members 
Mstep: Class 17 contains 30134 members 
Mstep: Class 18 contains 46126 members 
Mstep: Class 19 contains 46154 members 
Mstep: Class 20 contains 6583 members 
Mstep: Class 21 contains 50579 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44915 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4321 members 
Mstep: Class 27 contains 56129 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123392.000000 Penalty: 90551.781250
Iteration 123Q: 28 clusters Score -1.371234e+08 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 49946 members 
Mstep: Class 3 contains 50038 members 
Mstep: Class 4 contains 45524 members 
Mstep: Class 5 contains 30318 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19445 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 44134 members 
Mstep: Class 11 contains 35082 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54240 members 
Mstep: Class 14 contains 43630 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30574 members 
Mstep: Class 17 contains 30071 members 
Mstep: Class 18 contains 46088 members 
Mstep: Class 19 contains 46065 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 50597 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44860 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4339 members 
Mstep: Class 27 contains 56383 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123872.000000 Penalty: 90551.781250
Iteration 124Q: 28 clusters Score -1.371239e+08 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 49991 members 
Mstep: Class 3 contains 50065 members 
Mstep: Class 4 contains 45553 members 
Mstep: Class 5 contains 30074 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19385 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2237 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 35755 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53990 members 
Mstep: Class 14 contains 43508 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30486 members 
Mstep: Class 17 contains 30015 members 
Mstep: Class 18 contains 46057 members 
Mstep: Class 19 contains 45965 members 
Mstep: Class 20 contains 6584 members 
Mstep: Class 21 contains 50605 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44788 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4374 members 
Mstep: Class 27 contains 56514 members 
Mstep: Class 28 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137124512.000000 Penalty: 90551.781250
Iteration 125Q: 28 clusters Score -1.371245e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 50052 members 
Mstep: Class 3 contains 50077 members 
Mstep: Class 4 contains 45580 members 
Mstep: Class 5 contains 29859 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19344 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2237 members 
Mstep: Class 10 contains 44174 members 
Mstep: Class 11 contains 36479 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53765 members 
Mstep: Class 14 contains 43355 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30408 members 
Mstep: Class 17 contains 29976 members 
Mstep: Class 18 contains 46039 members 
Mstep: Class 19 contains 45863 members 
Mstep: Class 20 contains 6591 members 
Mstep: Class 21 contains 50622 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44689 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4399 members 
Mstep: Class 27 contains 56585 members 
Mstep: Class 28 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125280.000000 Penalty: 90551.781250
Iteration 126Q: 28 clusters Score -1.371253e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 50160 members 
Mstep: Class 3 contains 50132 members 
Mstep: Class 4 contains 45556 members 
Mstep: Class 5 contains 29656 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19305 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2239 members 
Mstep: Class 10 contains 44140 members 
Mstep: Class 11 contains 37241 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53519 members 
Mstep: Class 14 contains 43241 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30329 members 
Mstep: Class 17 contains 29916 members 
Mstep: Class 18 contains 46020 members 
Mstep: Class 19 contains 45793 members 
Mstep: Class 20 contains 6587 members 
Mstep: Class 21 contains 50613 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44657 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 27 contains 56522 members 
Mstep: Class 28 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125456.000000 Penalty: 90551.781250
Iteration 127Q: 28 clusters Score -1.371255e+08 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 50246 members 
Mstep: Class 3 contains 50131 members 
Mstep: Class 4 contains 45522 members 
Mstep: Class 5 contains 29468 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19280 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2242 members 
Mstep: Class 10 contains 44100 members 
Mstep: Class 11 contains 37963 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53365 members 
Mstep: Class 14 contains 43109 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30243 members 
Mstep: Class 17 contains 29860 members 
Mstep: Class 18 contains 46020 members 
Mstep: Class 19 contains 45733 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 50618 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44652 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 27 contains 56428 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125744.000000 Penalty: 90551.781250
Iteration 128Q: 28 clusters Score -1.371257e+08 nChanged 5023
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 50329 members 
Mstep: Class 3 contains 50138 members 
Mstep: Class 4 contains 45475 members 
Mstep: Class 5 contains 29307 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19247 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 44108 members 
Mstep: Class 11 contains 38665 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53249 members 
Mstep: Class 14 contains 42992 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30155 members 
Mstep: Class 17 contains 29823 members 
Mstep: Class 18 contains 45976 members 
Mstep: Class 19 contains 45637 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 50631 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44670 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4451 members 
Mstep: Class 27 contains 56306 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125584.000000 Penalty: 90551.781250
Iteration 129Q: 28 clusters Score -1.371256e+08 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 50386 members 
Mstep: Class 3 contains 50127 members 
Mstep: Class 4 contains 45468 members 
Mstep: Class 5 contains 29117 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19218 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 44107 members 
Mstep: Class 11 contains 39282 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53156 members 
Mstep: Class 14 contains 42856 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 30075 members 
Mstep: Class 17 contains 29760 members 
Mstep: Class 18 contains 45977 members 
Mstep: Class 19 contains 45586 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 50671 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44675 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4462 members 
Mstep: Class 27 contains 56275 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126176.000000 Penalty: 90551.781250
Iteration 130Q: 28 clusters Score -1.371262e+08 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 50425 members 
Mstep: Class 3 contains 50125 members 
Mstep: Class 4 contains 45448 members 
Mstep: Class 5 contains 28938 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19206 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 44096 members 
Mstep: Class 11 contains 39871 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 42738 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29973 members 
Mstep: Class 17 contains 29701 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 45531 members 
Mstep: Class 20 contains 6589 members 
Mstep: Class 21 contains 50698 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44696 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4479 members 
Mstep: Class 27 contains 56243 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126352.000000 Penalty: 90551.781250
Iteration 131Q: 28 clusters Score -1.371264e+08 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 50424 members 
Mstep: Class 3 contains 50190 members 
Mstep: Class 4 contains 45458 members 
Mstep: Class 5 contains 28756 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19183 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2248 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 40448 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53028 members 
Mstep: Class 14 contains 42629 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29894 members 
Mstep: Class 17 contains 29626 members 
Mstep: Class 18 contains 45992 members 
Mstep: Class 19 contains 45496 members 
Mstep: Class 20 contains 6580 members 
Mstep: Class 21 contains 50733 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44681 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4487 members 
Mstep: Class 27 contains 56178 members 
Mstep: Class 28 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126512.000000 Penalty: 90551.781250
Iteration 132Q: 28 clusters Score -1.371265e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49179 members 
Mstep: Class 2 contains 50436 members 
Mstep: Class 3 contains 50247 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 28581 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 44134 members 
Mstep: Class 11 contains 41045 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52996 members 
Mstep: Class 14 contains 42484 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29782 members 
Mstep: Class 17 contains 29570 members 
Mstep: Class 18 contains 45972 members 
Mstep: Class 19 contains 45467 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 50773 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 44631 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4496 members 
Mstep: Class 27 contains 56094 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126816.000000 Penalty: 90551.781250
Iteration 133Q: 28 clusters Score -1.371268e+08 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 50474 members 
Mstep: Class 3 contains 50326 members 
Mstep: Class 4 contains 45482 members 
Mstep: Class 5 contains 28411 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19133 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2251 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 11 contains 41557 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52867 members 
Mstep: Class 14 contains 42342 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29698 members 
Mstep: Class 17 contains 29534 members 
Mstep: Class 18 contains 45929 members 
Mstep: Class 19 contains 45385 members 
Mstep: Class 20 contains 6570 members 
Mstep: Class 21 contains 50805 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 44611 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4508 members 
Mstep: Class 27 contains 56066 members 
Mstep: Class 28 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127184.000000 Penalty: 90551.781250
Iteration 134Q: 28 clusters Score -1.371272e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 50455 members 
Mstep: Class 3 contains 50366 members 
Mstep: Class 4 contains 45507 members 
Mstep: Class 5 contains 28242 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19102 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2255 members 
Mstep: Class 10 contains 44267 members 
Mstep: Class 11 contains 42089 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52788 members 
Mstep: Class 14 contains 42211 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29613 members 
Mstep: Class 17 contains 29482 members 
Mstep: Class 18 contains 45945 members 
Mstep: Class 19 contains 45305 members 
Mstep: Class 20 contains 6575 members 
Mstep: Class 21 contains 50839 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 44544 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 27 contains 55948 members 
Mstep: Class 28 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127792.000000 Penalty: 90551.781250
Iteration 135Q: 28 clusters Score -1.371278e+08 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 50447 members 
Mstep: Class 3 contains 50365 members 
Mstep: Class 4 contains 45527 members 
Mstep: Class 5 contains 28079 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 44323 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52745 members 
Mstep: Class 14 contains 42092 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29564 members 
Mstep: Class 17 contains 29460 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 45184 members 
Mstep: Class 20 contains 6568 members 
Mstep: Class 21 contains 50874 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 44492 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4524 members 
Mstep: Class 27 contains 55867 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128000.000000 Penalty: 90551.781250
Iteration 136Q: 28 clusters Score -1.37128e+08 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 50426 members 
Mstep: Class 3 contains 50336 members 
Mstep: Class 4 contains 45527 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19082 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2261 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52667 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29528 members 
Mstep: Class 17 contains 29433 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 45081 members 
Mstep: Class 20 contains 6558 members 
Mstep: Class 21 contains 50895 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 44442 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4523 members 
Mstep: Class 27 contains 55822 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128240.000000 Penalty: 90551.781250
Iteration 137Q: 28 clusters Score -1.371282e+08 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 50372 members 
Mstep: Class 3 contains 50281 members 
Mstep: Class 4 contains 45522 members 
Mstep: Class 5 contains 27819 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19075 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 44541 members 
Mstep: Class 11 contains 43521 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52643 members 
Mstep: Class 14 contains 41884 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29467 members 
Mstep: Class 17 contains 29388 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 45000 members 
Mstep: Class 20 contains 6552 members 
Mstep: Class 21 contains 50921 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44419 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4519 members 
Mstep: Class 27 contains 55835 members 
Mstep: Class 28 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128512.000000 Penalty: 90551.781250
Iteration 138Q: 28 clusters Score -1.371285e+08 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 50412 members 
Mstep: Class 3 contains 50198 members 
Mstep: Class 4 contains 45507 members 
Mstep: Class 5 contains 27692 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19051 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2264 members 
Mstep: Class 10 contains 44602 members 
Mstep: Class 11 contains 43954 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52557 members 
Mstep: Class 14 contains 41803 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29404 members 
Mstep: Class 17 contains 29347 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 44926 members 
Mstep: Class 20 contains 6549 members 
Mstep: Class 21 contains 50946 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44423 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4515 members 
Mstep: Class 27 contains 55859 members 
Mstep: Class 28 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128416.000000 Penalty: 90551.781250
Iteration 139Q: 28 clusters Score -1.371284e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49492 members 
Mstep: Class 2 contains 50403 members 
Mstep: Class 3 contains 50146 members 
Mstep: Class 4 contains 45477 members 
Mstep: Class 5 contains 27551 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 44706 members 
Mstep: Class 11 contains 44382 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52484 members 
Mstep: Class 14 contains 41743 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29360 members 
Mstep: Class 17 contains 29309 members 
Mstep: Class 18 contains 45871 members 
Mstep: Class 19 contains 44811 members 
Mstep: Class 20 contains 6547 members 
Mstep: Class 21 contains 50953 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44424 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 27 contains 55865 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128192.000000 Penalty: 90551.781250
Iteration 140F: 28 clusters Score -1.371282e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 50145 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 27415 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19039 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2266 members 
Mstep: Class 10 contains 44762 members 
Mstep: Class 11 contains 44767 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52473 members 
Mstep: Class 14 contains 41641 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29311 members 
Mstep: Class 17 contains 29275 members 
Mstep: Class 18 contains 45846 members 
Mstep: Class 19 contains 44725 members 
Mstep: Class 20 contains 6546 members 
Mstep: Class 21 contains 50989 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44434 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4503 members 
Mstep: Class 27 contains 55835 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128272.000000 Penalty: 90551.781250
Iteration 141Q: 28 clusters Score -1.371283e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 50144 members 
Mstep: Class 4 contains 45438 members 
Mstep: Class 5 contains 27278 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 44776 members 
Mstep: Class 11 contains 45127 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52454 members 
Mstep: Class 14 contains 41540 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29261 members 
Mstep: Class 17 contains 29225 members 
Mstep: Class 18 contains 45838 members 
Mstep: Class 19 contains 44670 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 51029 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44483 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4502 members 
Mstep: Class 27 contains 55866 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128400.000000 Penalty: 90551.781250
Iteration 142Q: 28 clusters Score -1.371284e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 50179 members 
Mstep: Class 3 contains 50152 members 
Mstep: Class 4 contains 45363 members 
Mstep: Class 5 contains 27180 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18997 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2265 members 
Mstep: Class 10 contains 44850 members 
Mstep: Class 11 contains 45438 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52439 members 
Mstep: Class 14 contains 41430 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29212 members 
Mstep: Class 17 contains 29172 members 
Mstep: Class 18 contains 45817 members 
Mstep: Class 19 contains 44592 members 
Mstep: Class 20 contains 6537 members 
Mstep: Class 21 contains 51047 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44550 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4506 members 
Mstep: Class 27 contains 55958 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128416.000000 Penalty: 90551.781250
Iteration 143Q: 28 clusters Score -1.371284e+08 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 50060 members 
Mstep: Class 3 contains 50215 members 
Mstep: Class 4 contains 45292 members 
Mstep: Class 5 contains 27102 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 44937 members 
Mstep: Class 11 contains 45741 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52373 members 
Mstep: Class 14 contains 41355 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29179 members 
Mstep: Class 17 contains 29127 members 
Mstep: Class 18 contains 45728 members 
Mstep: Class 19 contains 44492 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 21 contains 51064 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44623 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 27 contains 56075 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127904.000000 Penalty: 90551.781250
Iteration 144Q: 28 clusters Score -1.371279e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 49965 members 
Mstep: Class 3 contains 50250 members 
Mstep: Class 4 contains 45227 members 
Mstep: Class 5 contains 27029 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18939 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 45012 members 
Mstep: Class 11 contains 46017 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52337 members 
Mstep: Class 14 contains 41244 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29142 members 
Mstep: Class 17 contains 29087 members 
Mstep: Class 18 contains 45664 members 
Mstep: Class 19 contains 44396 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 21 contains 51081 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44684 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 27 contains 56158 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128080.000000 Penalty: 90551.781250
Iteration 145Q: 28 clusters Score -1.371281e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 49816 members 
Mstep: Class 3 contains 50325 members 
Mstep: Class 4 contains 45138 members 
Mstep: Class 5 contains 26950 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18930 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 45147 members 
Mstep: Class 11 contains 46276 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52366 members 
Mstep: Class 14 contains 41121 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29109 members 
Mstep: Class 17 contains 29058 members 
Mstep: Class 18 contains 45582 members 
Mstep: Class 19 contains 44302 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 51093 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44708 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4516 members 
Mstep: Class 27 contains 56266 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128000.000000 Penalty: 90551.781250
Iteration 146Q: 28 clusters Score -1.37128e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 49735 members 
Mstep: Class 3 contains 50362 members 
Mstep: Class 4 contains 45083 members 
Mstep: Class 5 contains 26884 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2269 members 
Mstep: Class 10 contains 45266 members 
Mstep: Class 11 contains 46509 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52377 members 
Mstep: Class 14 contains 41001 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29083 members 
Mstep: Class 17 contains 29026 members 
Mstep: Class 18 contains 45542 members 
Mstep: Class 19 contains 44198 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 51092 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44680 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4531 members 
Mstep: Class 27 contains 56384 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127440.000000 Penalty: 90551.781250
Iteration 147Q: 28 clusters Score -1.371274e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 49677 members 
Mstep: Class 3 contains 50386 members 
Mstep: Class 4 contains 45075 members 
Mstep: Class 5 contains 26812 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18900 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2270 members 
Mstep: Class 10 contains 45364 members 
Mstep: Class 11 contains 46729 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52319 members 
Mstep: Class 14 contains 40868 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29065 members 
Mstep: Class 17 contains 28992 members 
Mstep: Class 18 contains 45504 members 
Mstep: Class 19 contains 44094 members 
Mstep: Class 20 contains 6526 members 
Mstep: Class 21 contains 51091 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44673 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4549 members 
Mstep: Class 27 contains 56562 members 
Mstep: Class 28 contains 2309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127168.000000 Penalty: 90551.781250
Iteration 148Q: 28 clusters Score -1.371272e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 49627 members 
Mstep: Class 3 contains 50442 members 
Mstep: Class 4 contains 45089 members 
Mstep: Class 5 contains 26735 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18876 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 45459 members 
Mstep: Class 11 contains 46965 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52270 members 
Mstep: Class 14 contains 40743 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29041 members 
Mstep: Class 17 contains 28949 members 
Mstep: Class 18 contains 45480 members 
Mstep: Class 19 contains 43971 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 51097 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44637 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4561 members 
Mstep: Class 27 contains 56729 members 
Mstep: Class 28 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127296.000000 Penalty: 90551.781250
Iteration 149Q: 28 clusters Score -1.371273e+08 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 49619 members 
Mstep: Class 3 contains 50503 members 
Mstep: Class 4 contains 45120 members 
Mstep: Class 5 contains 26657 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18859 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2276 members 
Mstep: Class 10 contains 45524 members 
Mstep: Class 11 contains 47152 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52267 members 
Mstep: Class 14 contains 40594 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 29010 members 
Mstep: Class 17 contains 28910 members 
Mstep: Class 18 contains 45450 members 
Mstep: Class 19 contains 43874 members 
Mstep: Class 20 contains 6533 members 
Mstep: Class 21 contains 51098 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44587 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4569 members 
Mstep: Class 27 contains 56838 members 
Mstep: Class 28 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127584.000000 Penalty: 90551.781250
Iteration 150Q: 28 clusters Score -1.371276e+08 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 49574 members 
Mstep: Class 3 contains 50562 members 
Mstep: Class 4 contains 45147 members 
Mstep: Class 5 contains 26584 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18842 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 45548 members 
Mstep: Class 11 contains 47333 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52325 members 
Mstep: Class 14 contains 40428 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28988 members 
Mstep: Class 17 contains 28873 members 
Mstep: Class 18 contains 45416 members 
Mstep: Class 19 contains 43829 members 
Mstep: Class 20 contains 6534 members 
Mstep: Class 21 contains 51105 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44556 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4575 members 
Mstep: Class 27 contains 56964 members 
Mstep: Class 28 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127328.000000 Penalty: 90551.781250
Iteration 151Q: 28 clusters Score -1.371273e+08 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 49586 members 
Mstep: Class 3 contains 50604 members 
Mstep: Class 4 contains 45177 members 
Mstep: Class 5 contains 26500 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18828 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 45593 members 
Mstep: Class 11 contains 47550 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52329 members 
Mstep: Class 14 contains 40281 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28962 members 
Mstep: Class 17 contains 28822 members 
Mstep: Class 18 contains 45391 members 
Mstep: Class 19 contains 43765 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 21 contains 51112 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44511 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4586 members 
Mstep: Class 27 contains 57048 members 
Mstep: Class 28 contains 2310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127504.000000 Penalty: 90551.781250
Iteration 152Q: 28 clusters Score -1.371275e+08 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 49561 members 
Mstep: Class 3 contains 50644 members 
Mstep: Class 4 contains 45189 members 
Mstep: Class 5 contains 26426 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18806 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 45643 members 
Mstep: Class 11 contains 47756 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52350 members 
Mstep: Class 14 contains 40170 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28935 members 
Mstep: Class 17 contains 28771 members 
Mstep: Class 18 contains 45348 members 
Mstep: Class 19 contains 43659 members 
Mstep: Class 20 contains 6527 members 
Mstep: Class 21 contains 51128 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44496 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4600 members 
Mstep: Class 27 contains 57120 members 
Mstep: Class 28 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127536.000000 Penalty: 90551.781250
Iteration 153Q: 28 clusters Score -1.371275e+08 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 49581 members 
Mstep: Class 3 contains 50706 members 
Mstep: Class 4 contains 45184 members 
Mstep: Class 5 contains 26358 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18794 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 45703 members 
Mstep: Class 11 contains 47939 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52378 members 
Mstep: Class 14 contains 40055 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28908 members 
Mstep: Class 17 contains 28722 members 
Mstep: Class 18 contains 45308 members 
Mstep: Class 19 contains 43567 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 51135 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44472 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4615 members 
Mstep: Class 27 contains 57209 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127440.000000 Penalty: 90551.781250
Iteration 154Q: 28 clusters Score -1.371274e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 49592 members 
Mstep: Class 3 contains 50722 members 
Mstep: Class 4 contains 45209 members 
Mstep: Class 5 contains 26282 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18774 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 48135 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52331 members 
Mstep: Class 14 contains 39962 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28883 members 
Mstep: Class 17 contains 28669 members 
Mstep: Class 18 contains 45286 members 
Mstep: Class 19 contains 43473 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 51136 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4629 members 
Mstep: Class 27 contains 57309 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127600.000000 Penalty: 90551.781250
Iteration 155Q: 28 clusters Score -1.371276e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 49593 members 
Mstep: Class 3 contains 50753 members 
Mstep: Class 4 contains 45220 members 
Mstep: Class 5 contains 26207 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 45805 members 
Mstep: Class 11 contains 48301 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52338 members 
Mstep: Class 14 contains 39856 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28863 members 
Mstep: Class 17 contains 28633 members 
Mstep: Class 18 contains 45329 members 
Mstep: Class 19 contains 43349 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 51153 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44502 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 27 contains 57376 members 
Mstep: Class 28 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127472.000000 Penalty: 90551.781250
Iteration 156Q: 28 clusters Score -1.371275e+08 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49847 members 
Mstep: Class 2 contains 49605 members 
Mstep: Class 3 contains 50765 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 26153 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 45879 members 
Mstep: Class 11 contains 48430 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52358 members 
Mstep: Class 14 contains 39786 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28832 members 
Mstep: Class 17 contains 28587 members 
Mstep: Class 18 contains 45363 members 
Mstep: Class 19 contains 43222 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 51149 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44423 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4664 members 
Mstep: Class 27 contains 57453 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127856.000000 Penalty: 90551.781250
Iteration 157Q: 28 clusters Score -1.371279e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 49644 members 
Mstep: Class 3 contains 50796 members 
Mstep: Class 4 contains 45304 members 
Mstep: Class 5 contains 26104 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 45915 members 
Mstep: Class 11 contains 48572 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52452 members 
Mstep: Class 14 contains 39725 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28824 members 
Mstep: Class 17 contains 28501 members 
Mstep: Class 18 contains 45333 members 
Mstep: Class 19 contains 43108 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44360 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4686 members 
Mstep: Class 27 contains 57470 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127552.000000 Penalty: 90551.781250
Iteration 158Q: 28 clusters Score -1.371276e+08 nChanged 3346
Entering ConstructFrom: 
Score: -137127552.000000 Penalty: 90551.781250
Entering ConstructFrom: 
Trying to split cluster 1 (49827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Entering Unmasked Estep 
Score: -9416411.000000 Penalty: 2682.445312
	Iteration 0F: 2 clusters Score -9416411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -9386001.000000 Penalty: 5364.890625
	Iteration 0F: 3 clusters Score -9386001 nChanged 22788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -9398484.000000 Penalty: 5364.890625
	Iteration 1F: 3 clusters Score -9398484 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -9399165.000000 Penalty: 5364.890625
	Iteration 2Q: 3 clusters Score -9399165 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -9399945.000000 Penalty: 5364.890625
	Iteration 3Q: 3 clusters Score -9399945 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -9401065.000000 Penalty: 5364.890625
	Iteration 4Q: 3 clusters Score -9401065 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -9402592.000000 Penalty: 5364.890625
	Iteration 5F: 3 clusters Score -9402592 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -9404608.000000 Penalty: 5364.890625
	Iteration 6F: 3 clusters Score -9404608 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -9407344.000000 Penalty: 5364.890625
	Iteration 7F: 3 clusters Score -9407344 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -9410416.000000 Penalty: 5364.890625
	Iteration 8F: 3 clusters Score -9410416 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -9412593.000000 Penalty: 5364.890625
	Iteration 9F: 3 clusters Score -9412593 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9413593.000000 Penalty: 5364.890625
	Iteration 10Q: 3 clusters Score -9413593 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9413888.000000 Penalty: 5364.890625
	Iteration 11Q: 3 clusters Score -9413888 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -9414066.000000 Penalty: 5364.890625
	Iteration 12Q: 3 clusters Score -9414066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -9414109.000000 Penalty: 5364.890625
	Iteration 13Q: 3 clusters Score -9414109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49568 members 
Entering Unmasked Estep 
Score: -9414143.000000 Penalty: 5364.890625
	Iteration 14Q: 3 clusters Score -9414143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -9414158.000000 Penalty: 5364.890625
	Iteration 15Q: 3 clusters Score -9414158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -9414175.000000 Penalty: 5364.890625
	Iteration 16Q: 3 clusters Score -9414175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49595 members 
Entering Unmasked Estep 
Score: -9414190.000000 Penalty: 5364.890625
	Iteration 17Q: 3 clusters Score -9414190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -9414192.000000 Penalty: 5364.890625
	Iteration 18Q: 3 clusters Score -9414192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 49603 members 
Entering Unmasked Estep 
Score: -9414194.000000 Penalty: 5364.890625
	Iteration 19Q: 3 clusters Score -9414194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9414203.000000 Penalty: 5364.890625
	Iteration 20F: 3 clusters Score -9414203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9414202.000000 Penalty: 5364.890625
	Iteration 21Q: 3 clusters Score -9414202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9414202.000000 Penalty: 5364.890625
	Iteration 22F: 3 clusters Score -9414202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49624 members 
Entering Unmasked Estep 
Score: -9395595.000000 Penalty: 2681.433105
	Iteration 0F: 2 clusters Score -9395595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -9366430.000000 Penalty: 5362.866211
	Iteration 0F: 3 clusters Score -9366430 nChanged 23048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -9379364.000000 Penalty: 5362.866211
	Iteration 1F: 3 clusters Score -9379364 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -9380017.000000 Penalty: 5362.866211
	Iteration 2Q: 3 clusters Score -9380017 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -9380708.000000 Penalty: 5362.866211
	Iteration 3Q: 3 clusters Score -9380708 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -9381362.000000 Penalty: 5362.866211
	Iteration 4Q: 3 clusters Score -9381362 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -9382356.000000 Penalty: 5362.866211
	Iteration 5Q: 3 clusters Score -9382356 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -9383569.000000 Penalty: 5362.866211
	Iteration 6Q: 3 clusters Score -9383569 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -9385574.000000 Penalty: 5362.866211
	Iteration 7F: 3 clusters Score -9385574 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -9388313.000000 Penalty: 5362.866211
	Iteration 8F: 3 clusters Score -9388313 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -9391016.000000 Penalty: 5362.866211
	Iteration 9F: 3 clusters Score -9391016 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -9392384.000000 Penalty: 5362.866211
	Iteration 10F: 3 clusters Score -9392384 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -9392946.000000 Penalty: 5362.866211
	Iteration 11Q: 3 clusters Score -9392946 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -9393190.000000 Penalty: 5362.866211
	Iteration 12Q: 3 clusters Score -9393190 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -9393357.000000 Penalty: 5362.866211
	Iteration 13Q: 3 clusters Score -9393357 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9393473.000000 Penalty: 5362.866211
	Iteration 14Q: 3 clusters Score -9393473 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -9393599.000000 Penalty: 5362.866211
	Iteration 15Q: 3 clusters Score -9393599 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9393686.000000 Penalty: 5362.866211
	Iteration 16Q: 3 clusters Score -9393686 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -9393753.000000 Penalty: 5362.866211
	Iteration 17Q: 3 clusters Score -9393753 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -9393776.000000 Penalty: 5362.866211
	Iteration 18Q: 3 clusters Score -9393776 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -9393856.000000 Penalty: 5362.866211
	Iteration 19Q: 3 clusters Score -9393856 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -9393862.000000 Penalty: 5362.866211
	Iteration 20F: 3 clusters Score -9393862 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -9393888.000000 Penalty: 5362.866211
	Iteration 21Q: 3 clusters Score -9393888 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -9393871.000000 Penalty: 5362.866211
	Iteration 22Q: 3 clusters Score -9393871 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -9393896.000000 Penalty: 5362.866211
	Iteration 23Q: 3 clusters Score -9393896 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -9393901.000000 Penalty: 5362.866211
	Iteration 24Q: 3 clusters Score -9393901 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -9393938.000000 Penalty: 5362.866211
	Iteration 25Q: 3 clusters Score -9393938 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -9393917.000000 Penalty: 5362.866211
	Iteration 26Q: 3 clusters Score -9393917 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -9393908.000000 Penalty: 5362.866211
	Iteration 27Q: 3 clusters Score -9393908 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -9393936.000000 Penalty: 5362.866211
	Iteration 28Q: 3 clusters Score -9393936 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 28489 members 
Entering Unmasked Estep 
Score: -9393900.000000 Penalty: 5362.866211
	Iteration 29Q: 3 clusters Score -9393900 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -9393888.000000 Penalty: 5362.866211
	Iteration 30Q: 3 clusters Score -9393888 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -9393903.000000 Penalty: 5362.866211
	Iteration 31Q: 3 clusters Score -9393903 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -9393914.000000 Penalty: 5362.866211
	Iteration 32Q: 3 clusters Score -9393914 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -9393890.000000 Penalty: 5362.866211
	Iteration 33Q: 3 clusters Score -9393890 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -9393869.000000 Penalty: 5362.866211
	Iteration 34Q: 3 clusters Score -9393869 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -9393890.000000 Penalty: 5362.866211
	Iteration 35Q: 3 clusters Score -9393890 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -9393985.000000 Penalty: 5362.866211
	Iteration 36Q: 3 clusters Score -9393985 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -9393940.000000 Penalty: 5362.866211
	Iteration 37Q: 3 clusters Score -9393940 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9393972.000000 Penalty: 5362.866211
	Iteration 38Q: 3 clusters Score -9393972 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -9393955.000000 Penalty: 5362.866211
	Iteration 39Q: 3 clusters Score -9393955 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -9393953.000000 Penalty: 5362.866211
	Iteration 40F: 3 clusters Score -9393953 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -9393978.000000 Penalty: 5362.866211
	Iteration 41Q: 3 clusters Score -9393978 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -9393973.000000 Penalty: 5362.866211
	Iteration 42Q: 3 clusters Score -9393973 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -9393984.000000 Penalty: 5362.866211
	Iteration 43Q: 3 clusters Score -9393984 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -9394010.000000 Penalty: 5362.866211
	Iteration 44Q: 3 clusters Score -9394010 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -9394020.000000 Penalty: 5362.866211
	Iteration 45Q: 3 clusters Score -9394020 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -9394050.000000 Penalty: 5362.866211
	Iteration 46Q: 3 clusters Score -9394050 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9394106.000000 Penalty: 5362.866211
	Iteration 47Q: 3 clusters Score -9394106 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9394166.000000 Penalty: 5362.866211
	Iteration 48Q: 3 clusters Score -9394166 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9394204.000000 Penalty: 5362.866211
	Iteration 49Q: 3 clusters Score -9394204 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -9394283.000000 Penalty: 5362.866211
	Iteration 50Q: 3 clusters Score -9394283 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9394350.000000 Penalty: 5362.866211
	Iteration 51Q: 3 clusters Score -9394350 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -9394395.000000 Penalty: 5362.866211
	Iteration 52Q: 3 clusters Score -9394395 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -9394408.000000 Penalty: 5362.866211
	Iteration 53Q: 3 clusters Score -9394408 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -9394451.000000 Penalty: 5362.866211
	Iteration 54Q: 3 clusters Score -9394451 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -9394522.000000 Penalty: 5362.866211
	Iteration 55Q: 3 clusters Score -9394522 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -9394571.000000 Penalty: 5362.866211
	Iteration 56Q: 3 clusters Score -9394571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -9394590.000000 Penalty: 5362.866211
	Iteration 57Q: 3 clusters Score -9394590 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -9394614.000000 Penalty: 5362.866211
	Iteration 58Q: 3 clusters Score -9394614 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -9394623.000000 Penalty: 5362.866211
	Iteration 59Q: 3 clusters Score -9394623 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 39233 members 
Entering Unmasked Estep 
Score: -9394649.000000 Penalty: 5362.866211
	Iteration 60F: 3 clusters Score -9394649 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -9394667.000000 Penalty: 5362.866211
	Iteration 61Q: 3 clusters Score -9394667 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9394679.000000 Penalty: 5362.866211
	Iteration 62Q: 3 clusters Score -9394679 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -9394683.000000 Penalty: 5362.866211
	Iteration 63Q: 3 clusters Score -9394683 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -9394722.000000 Penalty: 5362.866211
	Iteration 64Q: 3 clusters Score -9394722 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -9394767.000000 Penalty: 5362.866211
	Iteration 65Q: 3 clusters Score -9394767 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -9394755.000000 Penalty: 5362.866211
	Iteration 66Q: 3 clusters Score -9394755 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -9394756.000000 Penalty: 5362.866211
	Iteration 67Q: 3 clusters Score -9394756 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -9394803.000000 Penalty: 5362.866211
	Iteration 68Q: 3 clusters Score -9394803 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -9394815.000000 Penalty: 5362.866211
	Iteration 69Q: 3 clusters Score -9394815 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -9394800.000000 Penalty: 5362.866211
	Iteration 70Q: 3 clusters Score -9394800 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -9394822.000000 Penalty: 5362.866211
	Iteration 71Q: 3 clusters Score -9394822 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -9394825.000000 Penalty: 5362.866211
	Iteration 72Q: 3 clusters Score -9394825 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -9394826.000000 Penalty: 5362.866211
	Iteration 73Q: 3 clusters Score -9394826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -9394878.000000 Penalty: 5362.866211
	Iteration 74Q: 3 clusters Score -9394878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -9394874.000000 Penalty: 5362.866211
	Iteration 75Q: 3 clusters Score -9394874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -9394886.000000 Penalty: 5362.866211
	Iteration 76Q: 3 clusters Score -9394886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -9394891.000000 Penalty: 5362.866211
	Iteration 77Q: 3 clusters Score -9394891 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -9394920.000000 Penalty: 5362.866211
	Iteration 78Q: 3 clusters Score -9394920 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -9394930.000000 Penalty: 5362.866211
	Iteration 79Q: 3 clusters Score -9394930 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -9394925.000000 Penalty: 5362.866211
	Iteration 80F: 3 clusters Score -9394925 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -9394940.000000 Penalty: 5362.866211
	Iteration 81Q: 3 clusters Score -9394940 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -9394911.000000 Penalty: 5362.866211
	Iteration 82Q: 3 clusters Score -9394911 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -9394903.000000 Penalty: 5362.866211
	Iteration 83Q: 3 clusters Score -9394903 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -9394923.000000 Penalty: 5362.866211
	Iteration 84Q: 3 clusters Score -9394923 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9394919.000000 Penalty: 5362.866211
	Iteration 85Q: 3 clusters Score -9394919 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -9394924.000000 Penalty: 5362.866211
	Iteration 86Q: 3 clusters Score -9394924 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -9394943.000000 Penalty: 5362.866211
	Iteration 87Q: 3 clusters Score -9394943 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -9394862.000000 Penalty: 5362.866211
	Iteration 88Q: 3 clusters Score -9394862 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -9394819.000000 Penalty: 5362.866211
	Iteration 89Q: 3 clusters Score -9394819 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -9394773.000000 Penalty: 5362.866211
	Iteration 90Q: 3 clusters Score -9394773 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -9394714.000000 Penalty: 5362.866211
	Iteration 91Q: 3 clusters Score -9394714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -9394692.000000 Penalty: 5362.866211
	Iteration 92Q: 3 clusters Score -9394692 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -9394618.000000 Penalty: 5362.866211
	Iteration 93Q: 3 clusters Score -9394618 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -9394572.000000 Penalty: 5362.866211
	Iteration 94Q: 3 clusters Score -9394572 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -9394515.000000 Penalty: 5362.866211
	Iteration 95Q: 3 clusters Score -9394515 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -9394459.000000 Penalty: 5362.866211
	Iteration 96Q: 3 clusters Score -9394459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -9394416.000000 Penalty: 5362.866211
	Iteration 97Q: 3 clusters Score -9394416 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -9394392.000000 Penalty: 5362.866211
	Iteration 98Q: 3 clusters Score -9394392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -9394363.000000 Penalty: 5362.866211
	Iteration 99Q: 3 clusters Score -9394363 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -9394349.000000 Penalty: 5362.866211
	Iteration 100F: 3 clusters Score -9394349 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9394346.000000 Penalty: 5362.866211
	Iteration 101Q: 3 clusters Score -9394346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9394327.000000 Penalty: 5362.866211
	Iteration 102Q: 3 clusters Score -9394327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9394304.000000 Penalty: 5362.866211
	Iteration 103Q: 3 clusters Score -9394304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9394297.000000 Penalty: 5362.866211
	Iteration 104Q: 3 clusters Score -9394297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9394284.000000 Penalty: 5362.866211
	Iteration 105Q: 3 clusters Score -9394284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -9394277.000000 Penalty: 5362.866211
	Iteration 106Q: 3 clusters Score -9394277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9394299.000000 Penalty: 5362.866211
	Iteration 107Q: 3 clusters Score -9394299 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9394310.000000 Penalty: 5362.866211
	Iteration 108Q: 3 clusters Score -9394310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -9394301.000000 Penalty: 5362.866211
	Iteration 109Q: 3 clusters Score -9394301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9394301.000000 Penalty: 5362.866211
	Iteration 110Q: 3 clusters Score -9394301 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -9394312.000000 Penalty: 5362.866211
	Iteration 111Q: 3 clusters Score -9394312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 48215 members 
Entering Unmasked Estep 
Score: -9394306.000000 Penalty: 5362.866211
	Iteration 112Q: 3 clusters Score -9394306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -9394296.000000 Penalty: 5362.866211
	Iteration 113Q: 3 clusters Score -9394296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 48260 members 
Entering Unmasked Estep 
Score: -9394297.000000 Penalty: 5362.866211
	Iteration 114Q: 3 clusters Score -9394297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 48284 members 
Entering Unmasked Estep 
Score: -9394293.000000 Penalty: 5362.866211
	Iteration 115Q: 3 clusters Score -9394293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9394288.000000 Penalty: 5362.866211
	Iteration 116Q: 3 clusters Score -9394288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -9394292.000000 Penalty: 5362.866211
	Iteration 117Q: 3 clusters Score -9394292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -9394301.000000 Penalty: 5362.866211
	Iteration 118Q: 3 clusters Score -9394301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9394289.000000 Penalty: 5362.866211
	Iteration 119Q: 3 clusters Score -9394289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -9394299.000000 Penalty: 5362.866211
	Iteration 120F: 3 clusters Score -9394299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -9394305.000000 Penalty: 5362.866211
	Iteration 121Q: 3 clusters Score -9394305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9394315.000000 Penalty: 5362.866211
	Iteration 122Q: 3 clusters Score -9394315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -9394312.000000 Penalty: 5362.866211
	Iteration 123Q: 3 clusters Score -9394312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9394323.000000 Penalty: 5362.866211
	Iteration 124Q: 3 clusters Score -9394323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9394323.000000 Penalty: 5362.866211
	Iteration 125Q: 3 clusters Score -9394323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9394326.000000 Penalty: 5362.866211
	Iteration 126Q: 3 clusters Score -9394326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9394333.000000 Penalty: 5362.866211
	Iteration 127Q: 3 clusters Score -9394333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -9394341.000000 Penalty: 5362.866211
	Iteration 128Q: 3 clusters Score -9394341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9394329.000000 Penalty: 5362.866211
	Iteration 129Q: 3 clusters Score -9394329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9394342.000000 Penalty: 5362.866211
	Iteration 130Q: 3 clusters Score -9394342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -9394325.000000 Penalty: 5362.866211
	Iteration 131Q: 3 clusters Score -9394325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -9394332.000000 Penalty: 5362.866211
	Iteration 132Q: 3 clusters Score -9394332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9394328.000000 Penalty: 5362.866211
	Iteration 133Q: 3 clusters Score -9394328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -9394312.000000 Penalty: 5362.866211
	Iteration 134Q: 3 clusters Score -9394312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -9394323.000000 Penalty: 5362.866211
	Iteration 135Q: 3 clusters Score -9394323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -9394323.000000 Penalty: 5362.866211
	Iteration 136Q: 3 clusters Score -9394323 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -9394326.000000 Penalty: 5362.866211
	Iteration 137Q: 3 clusters Score -9394326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -9394324.000000 Penalty: 5362.866211
	Iteration 138Q: 3 clusters Score -9394324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9394325.000000 Penalty: 5362.866211
	Iteration 139Q: 3 clusters Score -9394325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -9394323.000000 Penalty: 5362.866211
	Iteration 140F: 3 clusters Score -9394323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -9394324.000000 Penalty: 5362.866211
	Iteration 141Q: 3 clusters Score -9394324 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -9394325.000000 Penalty: 5362.866211
	Iteration 142Q: 3 clusters Score -9394325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9394341.000000 Penalty: 5362.866211
	Iteration 143Q: 3 clusters Score -9394341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -9394347.000000 Penalty: 5362.866211
	Iteration 144Q: 3 clusters Score -9394347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -9394357.000000 Penalty: 5362.866211
	Iteration 145Q: 3 clusters Score -9394357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9394365.000000 Penalty: 5362.866211
	Iteration 146Q: 3 clusters Score -9394365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 48731 members 
Entering Unmasked Estep 
Score: -9394359.000000 Penalty: 5362.866211
	Iteration 147Q: 3 clusters Score -9394359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9394365.000000 Penalty: 5362.866211
	Iteration 148Q: 3 clusters Score -9394365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9394370.000000 Penalty: 5362.866211
	Iteration 149Q: 3 clusters Score -9394370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9394366.000000 Penalty: 5362.866211
	Iteration 150Q: 3 clusters Score -9394366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 5362.866211
	Iteration 151Q: 3 clusters Score -9394371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -9394372.000000 Penalty: 5362.866211
	Iteration 152Q: 3 clusters Score -9394372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9394371.000000 Penalty: 5362.866211
	Iteration 153Q: 3 clusters Score -9394371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48776 members 
Entering Unmasked Estep 
Score: -9394368.000000 Penalty: 5362.866211
	Iteration 154Q: 3 clusters Score -9394368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -9394383.000000 Penalty: 5362.866211
	Iteration 155Q: 3 clusters Score -9394383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9394395.000000 Penalty: 5362.866211
	Iteration 156Q: 3 clusters Score -9394395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -9394394.000000 Penalty: 5362.866211
	Iteration 157Q: 3 clusters Score -9394394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -9394394.000000 Penalty: 5362.866211
	Iteration 158Q: 3 clusters Score -9394394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -9394396.000000 Penalty: 5362.866211
	Iteration 159Q: 3 clusters Score -9394396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9394416.000000 Penalty: 5362.866211
	Iteration 160F: 3 clusters Score -9394416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -9394430.000000 Penalty: 5362.866211
	Iteration 161Q: 3 clusters Score -9394430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -9394431.000000 Penalty: 5362.866211
	Iteration 162Q: 3 clusters Score -9394431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -9394431.000000 Penalty: 5362.866211
	Iteration 163Q: 3 clusters Score -9394431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -9394435.000000 Penalty: 5362.866211
	Iteration 164Q: 3 clusters Score -9394435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9394431.000000 Penalty: 5362.866211
	Iteration 165Q: 3 clusters Score -9394431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -9394440.000000 Penalty: 5362.866211
	Iteration 166Q: 3 clusters Score -9394440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -9394449.000000 Penalty: 5362.866211
	Iteration 167Q: 3 clusters Score -9394449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9394454.000000 Penalty: 5362.866211
	Iteration 168Q: 3 clusters Score -9394454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -9394463.000000 Penalty: 5362.866211
	Iteration 169Q: 3 clusters Score -9394463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -9394473.000000 Penalty: 5362.866211
	Iteration 170Q: 3 clusters Score -9394473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -9394489.000000 Penalty: 5362.866211
	Iteration 171Q: 3 clusters Score -9394489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9394507.000000 Penalty: 5362.866211
	Iteration 172Q: 3 clusters Score -9394507 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -9394528.000000 Penalty: 5362.866211
	Iteration 173Q: 3 clusters Score -9394528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -9394561.000000 Penalty: 5362.866211
	Iteration 174Q: 3 clusters Score -9394561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 48977 members 
Entering Unmasked Estep 
Score: -9394581.000000 Penalty: 5362.866211
	Iteration 175Q: 3 clusters Score -9394581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9394606.000000 Penalty: 5362.866211
	Iteration 176Q: 3 clusters Score -9394606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -9394614.000000 Penalty: 5362.866211
	Iteration 177Q: 3 clusters Score -9394614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9394633.000000 Penalty: 5362.866211
	Iteration 178Q: 3 clusters Score -9394633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9394647.000000 Penalty: 5362.866211
	Iteration 179Q: 3 clusters Score -9394647 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9394689.000000 Penalty: 5362.866211
	Iteration 180F: 3 clusters Score -9394689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -9394711.000000 Penalty: 5362.866211
	Iteration 181Q: 3 clusters Score -9394711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -9394727.000000 Penalty: 5362.866211
	Iteration 182Q: 3 clusters Score -9394727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -9394767.000000 Penalty: 5362.866211
	Iteration 183Q: 3 clusters Score -9394767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 49083 members 
Entering Unmasked Estep 
Score: -9394783.000000 Penalty: 5362.866211
	Iteration 184Q: 3 clusters Score -9394783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -9394793.000000 Penalty: 5362.866211
	Iteration 185Q: 3 clusters Score -9394793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -9394803.000000 Penalty: 5362.866211
	Iteration 186Q: 3 clusters Score -9394803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -9394818.000000 Penalty: 5362.866211
	Iteration 187Q: 3 clusters Score -9394818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -9394835.000000 Penalty: 5362.866211
	Iteration 188Q: 3 clusters Score -9394835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -9394858.000000 Penalty: 5362.866211
	Iteration 189Q: 3 clusters Score -9394858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -9394890.000000 Penalty: 5362.866211
	Iteration 190Q: 3 clusters Score -9394890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9394897.000000 Penalty: 5362.866211
	Iteration 191Q: 3 clusters Score -9394897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -9394909.000000 Penalty: 5362.866211
	Iteration 192Q: 3 clusters Score -9394909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -9394913.000000 Penalty: 5362.866211
	Iteration 193Q: 3 clusters Score -9394913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -9394912.000000 Penalty: 5362.866211
	Iteration 194Q: 3 clusters Score -9394912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -9394910.000000 Penalty: 5362.866211
	Iteration 195Q: 3 clusters Score -9394910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9394913.000000 Penalty: 5362.866211
	Iteration 196Q: 3 clusters Score -9394913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -9394916.000000 Penalty: 5362.866211
	Iteration 197Q: 3 clusters Score -9394916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9394920.000000 Penalty: 5362.866211
	Iteration 198Q: 3 clusters Score -9394920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -9394920.000000 Penalty: 5362.866211
	Iteration 199Q: 3 clusters Score -9394920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -9394922.000000 Penalty: 5362.866211
	Iteration 200F: 3 clusters Score -9394922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -9394928.000000 Penalty: 5362.866211
	Iteration 201Q: 3 clusters Score -9394928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -9394938.000000 Penalty: 5362.866211
	Iteration 202Q: 3 clusters Score -9394938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -9394950.000000 Penalty: 5362.866211
	Iteration 203Q: 3 clusters Score -9394950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9394965.000000 Penalty: 5362.866211
	Iteration 204Q: 3 clusters Score -9394965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9394965.000000 Penalty: 5362.866211
	Iteration 205Q: 3 clusters Score -9394965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9394969.000000 Penalty: 5362.866211
	Iteration 206Q: 3 clusters Score -9394969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9394969.000000 Penalty: 5362.866211
	Iteration 207F: 3 clusters Score -9394969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (50850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Entering Unmasked Estep 
Score: -9493261.000000 Penalty: 2687.485596
	Iteration 0F: 2 clusters Score -9493261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9461879.000000 Penalty: 5374.971191
	Iteration 0F: 3 clusters Score -9461879 nChanged 23527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -9474831.000000 Penalty: 5374.971191
	Iteration 1F: 3 clusters Score -9474831 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9475649.000000 Penalty: 5374.971191
	Iteration 2Q: 3 clusters Score -9475649 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -9476867.000000 Penalty: 5374.971191
	Iteration 3Q: 3 clusters Score -9476867 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -9478598.000000 Penalty: 5374.971191
	Iteration 4F: 3 clusters Score -9478598 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -9480717.000000 Penalty: 5374.971191
	Iteration 5F: 3 clusters Score -9480717 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -9483272.000000 Penalty: 5374.971191
	Iteration 6F: 3 clusters Score -9483272 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -9485648.000000 Penalty: 5374.971191
	Iteration 7F: 3 clusters Score -9485648 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -9487504.000000 Penalty: 5374.971191
	Iteration 8Q: 3 clusters Score -9487504 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -9488708.000000 Penalty: 5374.971191
	Iteration 9Q: 3 clusters Score -9488708 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -9489507.000000 Penalty: 5374.971191
	Iteration 10Q: 3 clusters Score -9489507 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -9489973.000000 Penalty: 5374.971191
	Iteration 11Q: 3 clusters Score -9489973 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -9490250.000000 Penalty: 5374.971191
	Iteration 12Q: 3 clusters Score -9490250 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -9490439.000000 Penalty: 5374.971191
	Iteration 13Q: 3 clusters Score -9490439 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -9490614.000000 Penalty: 5374.971191
	Iteration 14Q: 3 clusters Score -9490614 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -9490706.000000 Penalty: 5374.971191
	Iteration 15Q: 3 clusters Score -9490706 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -9490787.000000 Penalty: 5374.971191
	Iteration 16Q: 3 clusters Score -9490787 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -9490931.000000 Penalty: 5374.971191
	Iteration 17Q: 3 clusters Score -9490931 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -9491020.000000 Penalty: 5374.971191
	Iteration 18Q: 3 clusters Score -9491020 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -9491074.000000 Penalty: 5374.971191
	Iteration 19Q: 3 clusters Score -9491074 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47213 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -9491100.000000 Penalty: 5374.971191
	Iteration 20F: 3 clusters Score -9491100 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -9491158.000000 Penalty: 5374.971191
	Iteration 21Q: 3 clusters Score -9491158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -9491244.000000 Penalty: 5374.971191
	Iteration 22Q: 3 clusters Score -9491244 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -9491267.000000 Penalty: 5374.971191
	Iteration 23Q: 3 clusters Score -9491267 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9491320.000000 Penalty: 5374.971191
	Iteration 24Q: 3 clusters Score -9491320 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9491359.000000 Penalty: 5374.971191
	Iteration 25Q: 3 clusters Score -9491359 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9491388.000000 Penalty: 5374.971191
	Iteration 26Q: 3 clusters Score -9491388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9491402.000000 Penalty: 5374.971191
	Iteration 27Q: 3 clusters Score -9491402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9491409.000000 Penalty: 5374.971191
	Iteration 28Q: 3 clusters Score -9491409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -9491404.000000 Penalty: 5374.971191
	Iteration 29Q: 3 clusters Score -9491404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -9491435.000000 Penalty: 5374.971191
	Iteration 30Q: 3 clusters Score -9491435 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9491433.000000 Penalty: 5374.971191
	Iteration 31Q: 3 clusters Score -9491433 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9491441.000000 Penalty: 5374.971191
	Iteration 32Q: 3 clusters Score -9491441 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -9491449.000000 Penalty: 5374.971191
	Iteration 33Q: 3 clusters Score -9491449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9491438.000000 Penalty: 5374.971191
	Iteration 34Q: 3 clusters Score -9491438 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -9491451.000000 Penalty: 5374.971191
	Iteration 35Q: 3 clusters Score -9491451 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9491436.000000 Penalty: 5374.971191
	Iteration 36Q: 3 clusters Score -9491436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9491436.000000 Penalty: 5374.971191
	Iteration 37Q: 3 clusters Score -9491436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9491439.000000 Penalty: 5374.971191
	Iteration 38Q: 3 clusters Score -9491439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48823 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9491454.000000 Penalty: 5374.971191
	Iteration 39Q: 3 clusters Score -9491454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9491471.000000 Penalty: 5374.971191
	Iteration 40F: 3 clusters Score -9491471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -9491459.000000 Penalty: 5374.971191
	Iteration 41Q: 3 clusters Score -9491459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9491480.000000 Penalty: 5374.971191
	Iteration 42Q: 3 clusters Score -9491480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -9491493.000000 Penalty: 5374.971191
	Iteration 43Q: 3 clusters Score -9491493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9491496.000000 Penalty: 5374.971191
	Iteration 44Q: 3 clusters Score -9491496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9491492.000000 Penalty: 5374.971191
	Iteration 45Q: 3 clusters Score -9491492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9491489.000000 Penalty: 5374.971191
	Iteration 46Q: 3 clusters Score -9491489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9491486.000000 Penalty: 5374.971191
	Iteration 47Q: 3 clusters Score -9491486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9491486.000000 Penalty: 5374.971191
	Iteration 48Q: 3 clusters Score -9491486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9491488.000000 Penalty: 5374.971191
	Iteration 49Q: 3 clusters Score -9491488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9491496.000000 Penalty: 5374.971191
	Iteration 50Q: 3 clusters Score -9491496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -9491486.000000 Penalty: 5374.971191
	Iteration 51Q: 3 clusters Score -9491486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9491488.000000 Penalty: 5374.971191
	Iteration 52Q: 3 clusters Score -9491488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9491485.000000 Penalty: 5374.971191
	Iteration 53Q: 3 clusters Score -9491485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9491487.000000 Penalty: 5374.971191
	Iteration 54Q: 3 clusters Score -9491487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9491483.000000 Penalty: 5374.971191
	Iteration 55Q: 3 clusters Score -9491483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9491510.000000 Penalty: 5374.971191
	Iteration 56Q: 3 clusters Score -9491510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9491506.000000 Penalty: 5374.971191
	Iteration 57Q: 3 clusters Score -9491506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9491503.000000 Penalty: 5374.971191
	Iteration 58Q: 3 clusters Score -9491503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9491509.000000 Penalty: 5374.971191
	Iteration 59Q: 3 clusters Score -9491509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9491502.000000 Penalty: 5374.971191
	Iteration 60F: 3 clusters Score -9491502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9491507.000000 Penalty: 5374.971191
	Iteration 61Q: 3 clusters Score -9491507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9491494.000000 Penalty: 5374.971191
	Iteration 62Q: 3 clusters Score -9491494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9491499.000000 Penalty: 5374.971191
	Iteration 63Q: 3 clusters Score -9491499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9491495.000000 Penalty: 5374.971191
	Iteration 64Q: 3 clusters Score -9491495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9491494.000000 Penalty: 5374.971191
	Iteration 65Q: 3 clusters Score -9491494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -9491492.000000 Penalty: 5374.971191
	Iteration 66Q: 3 clusters Score -9491492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48924 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9491496.000000 Penalty: 5374.971191
	Iteration 67Q: 3 clusters Score -9491496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9491503.000000 Penalty: 5374.971191
	Iteration 68Q: 3 clusters Score -9491503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9491507.000000 Penalty: 5374.971191
	Iteration 69Q: 3 clusters Score -9491507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9491514.000000 Penalty: 5374.971191
	Iteration 70Q: 3 clusters Score -9491514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -9491516.000000 Penalty: 5374.971191
	Iteration 71Q: 3 clusters Score -9491516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9491512.000000 Penalty: 5374.971191
	Iteration 72Q: 3 clusters Score -9491512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9491515.000000 Penalty: 5374.971191
	Iteration 73Q: 3 clusters Score -9491515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9491524.000000 Penalty: 5374.971191
	Iteration 74Q: 3 clusters Score -9491524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9491525.000000 Penalty: 5374.971191
	Iteration 75Q: 3 clusters Score -9491525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9491529.000000 Penalty: 5374.971191
	Iteration 76Q: 3 clusters Score -9491529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9491521.000000 Penalty: 5374.971191
	Iteration 77Q: 3 clusters Score -9491521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9491518.000000 Penalty: 5374.971191
	Iteration 78Q: 3 clusters Score -9491518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9491523.000000 Penalty: 5374.971191
	Iteration 79Q: 3 clusters Score -9491523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9491525.000000 Penalty: 5374.971191
	Iteration 80F: 3 clusters Score -9491525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9491532.000000 Penalty: 5374.971191
	Iteration 81Q: 3 clusters Score -9491532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9491534.000000 Penalty: 5374.971191
	Iteration 82Q: 3 clusters Score -9491534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9491533.000000 Penalty: 5374.971191
	Iteration 83Q: 3 clusters Score -9491533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9491527.000000 Penalty: 5374.971191
	Iteration 84Q: 3 clusters Score -9491527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9491542.000000 Penalty: 5374.971191
	Iteration 85Q: 3 clusters Score -9491542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48943 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9491543.000000 Penalty: 5374.971191
	Iteration 86Q: 3 clusters Score -9491543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9491534.000000 Penalty: 5374.971191
	Iteration 87Q: 3 clusters Score -9491534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48945 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9491529.000000 Penalty: 5374.971191
	Iteration 88Q: 3 clusters Score -9491529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9491535.000000 Penalty: 5374.971191
	Iteration 89Q: 3 clusters Score -9491535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9491536.000000 Penalty: 5374.971191
	Iteration 90Q: 3 clusters Score -9491536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9491538.000000 Penalty: 5374.971191
	Iteration 91Q: 3 clusters Score -9491538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9491530.000000 Penalty: 5374.971191
	Iteration 92Q: 3 clusters Score -9491530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -9491529.000000 Penalty: 5374.971191
	Iteration 93Q: 3 clusters Score -9491529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9491536.000000 Penalty: 5374.971191
	Iteration 94Q: 3 clusters Score -9491536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9491537.000000 Penalty: 5374.971191
	Iteration 95Q: 3 clusters Score -9491537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9491537.000000 Penalty: 5374.971191
	Iteration 96F: 3 clusters Score -9491537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Entering Unmasked Estep 
Score: -8482295.000000 Penalty: 2659.096924
	Iteration 0F: 2 clusters Score -8482295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -8452701.000000 Penalty: 5318.193848
	Iteration 0F: 3 clusters Score -8452701 nChanged 20801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8464120.000000 Penalty: 5318.193848
	Iteration 1F: 3 clusters Score -8464120 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -8464934.000000 Penalty: 5318.193848
	Iteration 2Q: 3 clusters Score -8464934 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8465862.000000 Penalty: 5318.193848
	Iteration 3Q: 3 clusters Score -8465862 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -8467177.000000 Penalty: 5318.193848
	Iteration 4F: 3 clusters Score -8467177 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -8468980.000000 Penalty: 5318.193848
	Iteration 5F: 3 clusters Score -8468980 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -8471471.000000 Penalty: 5318.193848
	Iteration 6F: 3 clusters Score -8471471 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -8474449.000000 Penalty: 5318.193848
	Iteration 7F: 3 clusters Score -8474449 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8476971.000000 Penalty: 5318.193848
	Iteration 8F: 3 clusters Score -8476971 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -8478537.000000 Penalty: 5318.193848
	Iteration 9Q: 3 clusters Score -8478537 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -8479378.000000 Penalty: 5318.193848
	Iteration 10Q: 3 clusters Score -8479378 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -8479812.000000 Penalty: 5318.193848
	Iteration 11Q: 3 clusters Score -8479812 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -8480094.000000 Penalty: 5318.193848
	Iteration 12Q: 3 clusters Score -8480094 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8480311.000000 Penalty: 5318.193848
	Iteration 13Q: 3 clusters Score -8480311 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -8480447.000000 Penalty: 5318.193848
	Iteration 14Q: 3 clusters Score -8480447 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8480610.000000 Penalty: 5318.193848
	Iteration 15Q: 3 clusters Score -8480610 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -8480684.000000 Penalty: 5318.193848
	Iteration 16Q: 3 clusters Score -8480684 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8480789.000000 Penalty: 5318.193848
	Iteration 17Q: 3 clusters Score -8480789 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8480867.000000 Penalty: 5318.193848
	Iteration 18Q: 3 clusters Score -8480867 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8480902.000000 Penalty: 5318.193848
	Iteration 19Q: 3 clusters Score -8480902 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8480911.000000 Penalty: 5318.193848
	Iteration 20F: 3 clusters Score -8480911 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -8480916.000000 Penalty: 5318.193848
	Iteration 21Q: 3 clusters Score -8480916 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8480949.000000 Penalty: 5318.193848
	Iteration 22Q: 3 clusters Score -8480949 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8480945.000000 Penalty: 5318.193848
	Iteration 23Q: 3 clusters Score -8480945 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8480937.000000 Penalty: 5318.193848
	Iteration 24Q: 3 clusters Score -8480937 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8480943.000000 Penalty: 5318.193848
	Iteration 25Q: 3 clusters Score -8480943 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8480935.000000 Penalty: 5318.193848
	Iteration 26Q: 3 clusters Score -8480935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8480938.000000 Penalty: 5318.193848
	Iteration 27Q: 3 clusters Score -8480938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8480930.000000 Penalty: 5318.193848
	Iteration 28Q: 3 clusters Score -8480930 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8480929.000000 Penalty: 5318.193848
	Iteration 29Q: 3 clusters Score -8480929 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8480934.000000 Penalty: 5318.193848
	Iteration 30Q: 3 clusters Score -8480934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8480932.000000 Penalty: 5318.193848
	Iteration 31Q: 3 clusters Score -8480932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8480931.000000 Penalty: 5318.193848
	Iteration 32Q: 3 clusters Score -8480931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8480936.000000 Penalty: 5318.193848
	Iteration 33Q: 3 clusters Score -8480936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8480910.000000 Penalty: 5318.193848
	Iteration 34Q: 3 clusters Score -8480910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8480918.000000 Penalty: 5318.193848
	Iteration 35Q: 3 clusters Score -8480918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8480916.000000 Penalty: 5318.193848
	Iteration 36Q: 3 clusters Score -8480916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8480917.000000 Penalty: 5318.193848
	Iteration 37Q: 3 clusters Score -8480917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8480939.000000 Penalty: 5318.193848
	Iteration 38Q: 3 clusters Score -8480939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8480926.000000 Penalty: 5318.193848
	Iteration 39Q: 3 clusters Score -8480926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8480936.000000 Penalty: 5318.193848
	Iteration 40F: 3 clusters Score -8480936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8480932.000000 Penalty: 5318.193848
	Iteration 41Q: 3 clusters Score -8480932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8480938.000000 Penalty: 5318.193848
	Iteration 42Q: 3 clusters Score -8480938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8480936.000000 Penalty: 5318.193848
	Iteration 43Q: 3 clusters Score -8480936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8480930.000000 Penalty: 5318.193848
	Iteration 44Q: 3 clusters Score -8480930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8480924.000000 Penalty: 5318.193848
	Iteration 45Q: 3 clusters Score -8480924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8480949.000000 Penalty: 5318.193848
	Iteration 46Q: 3 clusters Score -8480949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8480944.000000 Penalty: 5318.193848
	Iteration 47Q: 3 clusters Score -8480944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8480946.000000 Penalty: 5318.193848
	Iteration 48Q: 3 clusters Score -8480946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8480931.000000 Penalty: 5318.193848
	Iteration 49Q: 3 clusters Score -8480931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8480931.000000 Penalty: 5318.193848
	Iteration 50Q: 3 clusters Score -8480931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8480939.000000 Penalty: 5318.193848
	Iteration 51Q: 3 clusters Score -8480939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8480937.000000 Penalty: 5318.193848
	Iteration 52Q: 3 clusters Score -8480937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8480939.000000 Penalty: 5318.193848
	Iteration 53Q: 3 clusters Score -8480939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8480943.000000 Penalty: 5318.193848
	Iteration 54Q: 3 clusters Score -8480943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8480943.000000 Penalty: 5318.193848
	Iteration 55F: 3 clusters Score -8480943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Entering Unmasked Estep 
Score: -4867350.000000 Penalty: 2521.598389
	Iteration 0F: 2 clusters Score -4867350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -4849367.500000 Penalty: 5043.196777
	Iteration 0F: 3 clusters Score -4849368 nChanged 11696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4855476.500000 Penalty: 5043.196777
	Iteration 1F: 3 clusters Score -4855476 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -4855873.000000 Penalty: 5043.196777
	Iteration 2Q: 3 clusters Score -4855873 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -4856239.000000 Penalty: 5043.196777
	Iteration 3Q: 3 clusters Score -4856239 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -4856516.000000 Penalty: 5043.196777
	Iteration 4Q: 3 clusters Score -4856516 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4856762.500000 Penalty: 5043.196777
	Iteration 5Q: 3 clusters Score -4856762 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4856989.500000 Penalty: 5043.196777
	Iteration 6Q: 3 clusters Score -4856990 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -4857185.500000 Penalty: 5043.196777
	Iteration 7Q: 3 clusters Score -4857186 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -4857406.500000 Penalty: 5043.196777
	Iteration 8Q: 3 clusters Score -4857406 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -4857679.500000 Penalty: 5043.196777
	Iteration 9Q: 3 clusters Score -4857680 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -4857988.500000 Penalty: 5043.196777
	Iteration 10Q: 3 clusters Score -4857988 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -4858365.000000 Penalty: 5043.196777
	Iteration 11Q: 3 clusters Score -4858365 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -4858827.000000 Penalty: 5043.196777
	Iteration 12Q: 3 clusters Score -4858827 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -4859399.000000 Penalty: 5043.196777
	Iteration 13Q: 3 clusters Score -4859399 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -4860017.000000 Penalty: 5043.196777
	Iteration 14Q: 3 clusters Score -4860017 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4860681.000000 Penalty: 5043.196777
	Iteration 15Q: 3 clusters Score -4860681 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -4861382.000000 Penalty: 5043.196777
	Iteration 16Q: 3 clusters Score -4861382 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4862100.000000 Penalty: 5043.196777
	Iteration 17Q: 3 clusters Score -4862100 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4862765.500000 Penalty: 5043.196777
	Iteration 18Q: 3 clusters Score -4862766 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -4863304.000000 Penalty: 5043.196777
	Iteration 19Q: 3 clusters Score -4863304 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -4863726.000000 Penalty: 5043.196777
	Iteration 20F: 3 clusters Score -4863726 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4864087.500000 Penalty: 5043.196777
	Iteration 21Q: 3 clusters Score -4864088 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4864359.500000 Penalty: 5043.196777
	Iteration 22Q: 3 clusters Score -4864360 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4864552.000000 Penalty: 5043.196777
	Iteration 23Q: 3 clusters Score -4864552 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4864740.000000 Penalty: 5043.196777
	Iteration 24Q: 3 clusters Score -4864740 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4864879.000000 Penalty: 5043.196777
	Iteration 25Q: 3 clusters Score -4864879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4864981.000000 Penalty: 5043.196777
	Iteration 26Q: 3 clusters Score -4864981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4865037.500000 Penalty: 5043.196777
	Iteration 27Q: 3 clusters Score -4865038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4865086.000000 Penalty: 5043.196777
	Iteration 28Q: 3 clusters Score -4865086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4865125.000000 Penalty: 5043.196777
	Iteration 29Q: 3 clusters Score -4865125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4865147.500000 Penalty: 5043.196777
	Iteration 30Q: 3 clusters Score -4865148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4865168.500000 Penalty: 5043.196777
	Iteration 31Q: 3 clusters Score -4865168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4865179.500000 Penalty: 5043.196777
	Iteration 32Q: 3 clusters Score -4865180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4865188.000000 Penalty: 5043.196777
	Iteration 33Q: 3 clusters Score -4865188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4865199.500000 Penalty: 5043.196777
	Iteration 34Q: 3 clusters Score -4865200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4865211.500000 Penalty: 5043.196777
	Iteration 35Q: 3 clusters Score -4865212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4865222.000000 Penalty: 5043.196777
	Iteration 36Q: 3 clusters Score -4865222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4865227.500000 Penalty: 5043.196777
	Iteration 37Q: 3 clusters Score -4865228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4865227.000000 Penalty: 5043.196777
	Iteration 38Q: 3 clusters Score -4865227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4865231.500000 Penalty: 5043.196777
	Iteration 39Q: 3 clusters Score -4865232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4865231.500000 Penalty: 5043.196777
	Iteration 40F: 3 clusters Score -4865232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4865237.000000 Penalty: 5043.196777
	Iteration 41Q: 3 clusters Score -4865237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4865233.500000 Penalty: 5043.196777
	Iteration 42Q: 3 clusters Score -4865234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4865233.000000 Penalty: 5043.196777
	Iteration 43Q: 3 clusters Score -4865233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4865233.000000 Penalty: 5043.196777
	Iteration 44Q: 3 clusters Score -4865233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4865235.500000 Penalty: 5043.196777
	Iteration 45Q: 3 clusters Score -4865236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4865233.000000 Penalty: 5043.196777
	Iteration 46Q: 3 clusters Score -4865233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4865233.000000 Penalty: 5043.196777
	Iteration 47F: 3 clusters Score -4865233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -46640.246094 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46640.25 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47266.402344 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47266.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -47537.000000 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47786.019531 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47786.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -47981.093750 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -47981.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48129.730469 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48129.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48285.402344 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48290.421875 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48290.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48293.773438 Penalty: 3109.471680
	Iteration 8F: 3 clusters Score -48293.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48356.683594 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48356.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48396.230469 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48396.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48404.527344 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -48404.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48412.851562 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48412.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48415.109375 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48415.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48417.531250 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -48417.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48419.226562 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48419.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -48419.226562 Penalty: 3109.471680
	Iteration 16F: 3 clusters Score -48419.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 50850 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 350 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 48733 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 39664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28797 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 43004 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44353 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4700 members 
Mstep: Class 26 contains 178 members 
Mstep: Class 27 contains 57480 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
Score: -137126304.000000 Penalty: 93905.554688
Splitting cluster 6 changes total score from -137127552.000000 to -137126304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (18738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Entering Unmasked Estep 
Score: -3475815.250000 Penalty: 2439.900635
	Iteration 0F: 2 clusters Score -3475815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3462631.750000 Penalty: 4879.801270
	Iteration 0F: 3 clusters Score -3462632 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -3467000.000000 Penalty: 4879.801270
	Iteration 1F: 3 clusters Score -3467000 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3467370.000000 Penalty: 4879.801270
	Iteration 2F: 3 clusters Score -3467370 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3467674.250000 Penalty: 4879.801270
	Iteration 3Q: 3 clusters Score -3467674 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3467951.750000 Penalty: 4879.801270
	Iteration 4Q: 3 clusters Score -3467952 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3468323.750000 Penalty: 4879.801270
	Iteration 5Q: 3 clusters Score -3468324 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3468736.000000 Penalty: 4879.801270
	Iteration 6Q: 3 clusters Score -3468736 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -3469295.000000 Penalty: 4879.801270
	Iteration 7Q: 3 clusters Score -3469295 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3470032.000000 Penalty: 4879.801270
	Iteration 8Q: 3 clusters Score -3470032 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3470751.500000 Penalty: 4879.801270
	Iteration 9Q: 3 clusters Score -3470752 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -3471331.250000 Penalty: 4879.801270
	Iteration 10Q: 3 clusters Score -3471331 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3471758.250000 Penalty: 4879.801270
	Iteration 11Q: 3 clusters Score -3471758 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3472103.750000 Penalty: 4879.801270
	Iteration 12Q: 3 clusters Score -3472104 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3472383.750000 Penalty: 4879.801270
	Iteration 13Q: 3 clusters Score -3472384 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3472628.250000 Penalty: 4879.801270
	Iteration 14Q: 3 clusters Score -3472628 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -3472825.750000 Penalty: 4879.801270
	Iteration 15Q: 3 clusters Score -3472826 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3473000.000000 Penalty: 4879.801270
	Iteration 16Q: 3 clusters Score -3473000 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3473112.750000 Penalty: 4879.801270
	Iteration 17Q: 3 clusters Score -3473113 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -3473211.750000 Penalty: 4879.801270
	Iteration 18Q: 3 clusters Score -3473212 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -3473291.250000 Penalty: 4879.801270
	Iteration 19Q: 3 clusters Score -3473291 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -3473348.750000 Penalty: 4879.801270
	Iteration 20F: 3 clusters Score -3473349 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -3473405.250000 Penalty: 4879.801270
	Iteration 21Q: 3 clusters Score -3473405 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -3473450.250000 Penalty: 4879.801270
	Iteration 22Q: 3 clusters Score -3473450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3473495.750000 Penalty: 4879.801270
	Iteration 23Q: 3 clusters Score -3473496 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -3473534.000000 Penalty: 4879.801270
	Iteration 24Q: 3 clusters Score -3473534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -3473563.750000 Penalty: 4879.801270
	Iteration 25Q: 3 clusters Score -3473564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3473576.000000 Penalty: 4879.801270
	Iteration 26Q: 3 clusters Score -3473576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -3473603.750000 Penalty: 4879.801270
	Iteration 27Q: 3 clusters Score -3473604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3473618.000000 Penalty: 4879.801270
	Iteration 28Q: 3 clusters Score -3473618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3473624.750000 Penalty: 4879.801270
	Iteration 29Q: 3 clusters Score -3473625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3473651.250000 Penalty: 4879.801270
	Iteration 30Q: 3 clusters Score -3473651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3473659.250000 Penalty: 4879.801270
	Iteration 31Q: 3 clusters Score -3473659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3473668.750000 Penalty: 4879.801270
	Iteration 32Q: 3 clusters Score -3473669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3473681.750000 Penalty: 4879.801270
	Iteration 33Q: 3 clusters Score -3473682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3473691.500000 Penalty: 4879.801270
	Iteration 34Q: 3 clusters Score -3473692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3473705.250000 Penalty: 4879.801270
	Iteration 35Q: 3 clusters Score -3473705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3473717.750000 Penalty: 4879.801270
	Iteration 36Q: 3 clusters Score -3473718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3473721.500000 Penalty: 4879.801270
	Iteration 37Q: 3 clusters Score -3473722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3473726.750000 Penalty: 4879.801270
	Iteration 38Q: 3 clusters Score -3473727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -3473741.750000 Penalty: 4879.801270
	Iteration 39Q: 3 clusters Score -3473742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -3473751.000000 Penalty: 4879.801270
	Iteration 40F: 3 clusters Score -3473751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3473757.000000 Penalty: 4879.801270
	Iteration 41Q: 3 clusters Score -3473757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3473760.500000 Penalty: 4879.801270
	Iteration 42Q: 3 clusters Score -3473760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -3473767.000000 Penalty: 4879.801270
	Iteration 43Q: 3 clusters Score -3473767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -3473771.500000 Penalty: 4879.801270
	Iteration 44Q: 3 clusters Score -3473772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -3473779.500000 Penalty: 4879.801270
	Iteration 45Q: 3 clusters Score -3473780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3473778.500000 Penalty: 4879.801270
	Iteration 46Q: 3 clusters Score -3473778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3473784.500000 Penalty: 4879.801270
	Iteration 47Q: 3 clusters Score -3473784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -3473781.250000 Penalty: 4879.801270
	Iteration 48Q: 3 clusters Score -3473781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3473784.500000 Penalty: 4879.801270
	Iteration 49Q: 3 clusters Score -3473784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3473788.500000 Penalty: 4879.801270
	Iteration 50Q: 3 clusters Score -3473788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -3473790.000000 Penalty: 4879.801270
	Iteration 51Q: 3 clusters Score -3473790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -3473791.500000 Penalty: 4879.801270
	Iteration 52Q: 3 clusters Score -3473792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -3473795.000000 Penalty: 4879.801270
	Iteration 53Q: 3 clusters Score -3473795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3473797.250000 Penalty: 4879.801270
	Iteration 54Q: 3 clusters Score -3473797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3473803.500000 Penalty: 4879.801270
	Iteration 55Q: 3 clusters Score -3473804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3473806.250000 Penalty: 4879.801270
	Iteration 56Q: 3 clusters Score -3473806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3473808.500000 Penalty: 4879.801270
	Iteration 57Q: 3 clusters Score -3473808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -3473808.000000 Penalty: 4879.801270
	Iteration 58Q: 3 clusters Score -3473808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3473806.750000 Penalty: 4879.801270
	Iteration 59Q: 3 clusters Score -3473807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -3473806.750000 Penalty: 4879.801270
	Iteration 60F: 3 clusters Score -3473807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -204777.828125 Penalty: 1755.219482
	Iteration 0F: 2 clusters Score -204777.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -202755.250000 Penalty: 3510.438965
	Iteration 0F: 3 clusters Score -202755.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -203247.812500 Penalty: 3510.438965
	Iteration 1F: 3 clusters Score -203247.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -203743.843750 Penalty: 3510.438965
	Iteration 2F: 3 clusters Score -203743.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -204199.281250 Penalty: 3510.438965
	Iteration 3F: 3 clusters Score -204199.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -204408.515625 Penalty: 3510.438965
	Iteration 4F: 3 clusters Score -204408.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204558.328125 Penalty: 3510.438965
	Iteration 5F: 3 clusters Score -204558.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -204639.859375 Penalty: 3510.438965
	Iteration 6Q: 3 clusters Score -204639.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204691.609375 Penalty: 3510.438965
	Iteration 7Q: 3 clusters Score -204691.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204715.781250 Penalty: 3510.438965
	Iteration 8Q: 3 clusters Score -204715.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204733.562500 Penalty: 3510.438965
	Iteration 9Q: 3 clusters Score -204733.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204738.265625 Penalty: 3510.438965
	Iteration 10Q: 3 clusters Score -204738.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204741.171875 Penalty: 3510.438965
	Iteration 11Q: 3 clusters Score -204741.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -204741.171875 Penalty: 3510.438965
	Iteration 12F: 3 clusters Score -204741.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Entering Unmasked Estep 
Score: -405816.843750 Penalty: 1919.468994
	Iteration 0F: 2 clusters Score -405816.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -403061.531250 Penalty: 3838.937988
	Iteration 0F: 3 clusters Score -403061.5 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -404110.500000 Penalty: 3838.937988
	Iteration 1F: 3 clusters Score -404110.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -404579.156250 Penalty: 3838.937988
	Iteration 2F: 3 clusters Score -404579.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -404899.375000 Penalty: 3838.937988
	Iteration 3F: 3 clusters Score -404899.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -405175.906250 Penalty: 3838.937988
	Iteration 4F: 3 clusters Score -405175.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -405370.937500 Penalty: 3838.937988
	Iteration 5F: 3 clusters Score -405370.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -405530.750000 Penalty: 3838.937988
	Iteration 6Q: 3 clusters Score -405530.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -405648.687500 Penalty: 3838.937988
	Iteration 7Q: 3 clusters Score -405648.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -405706.218750 Penalty: 3838.937988
	Iteration 8Q: 3 clusters Score -405706.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -405731.656250 Penalty: 3838.937988
	Iteration 9Q: 3 clusters Score -405731.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -405742.468750 Penalty: 3838.937988
	Iteration 10Q: 3 clusters Score -405742.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -405752.000000 Penalty: 3838.937988
	Iteration 11Q: 3 clusters Score -405752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -405754.750000 Penalty: 3838.937988
	Iteration 12Q: 3 clusters Score -405754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -405756.750000 Penalty: 3838.937988
	Iteration 13Q: 3 clusters Score -405756.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -405757.593750 Penalty: 3838.937988
	Iteration 14Q: 3 clusters Score -405757.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -405758.406250 Penalty: 3838.937988
	Iteration 15Q: 3 clusters Score -405758.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -405760.125000 Penalty: 3838.937988
	Iteration 16Q: 3 clusters Score -405760.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -405761.687500 Penalty: 3838.937988
	Iteration 17Q: 3 clusters Score -405761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -405761.687500 Penalty: 3838.937988
	Iteration 18F: 3 clusters Score -405761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Entering Unmasked Estep 
Score: -8518563.000000 Penalty: 2662.351318
	Iteration 0F: 2 clusters Score -8518563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8488061.000000 Penalty: 5324.702637
	Iteration 0F: 3 clusters Score -8488061 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -8499813.000000 Penalty: 5324.702637
	Iteration 1F: 3 clusters Score -8499813 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -8500666.000000 Penalty: 5324.702637
	Iteration 2Q: 3 clusters Score -8500666 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -8501666.000000 Penalty: 5324.702637
	Iteration 3Q: 3 clusters Score -8501666 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -8503025.000000 Penalty: 5324.702637
	Iteration 4F: 3 clusters Score -8503025 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -8504806.000000 Penalty: 5324.702637
	Iteration 5F: 3 clusters Score -8504806 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -8507438.000000 Penalty: 5324.702637
	Iteration 6F: 3 clusters Score -8507438 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -8510554.000000 Penalty: 5324.702637
	Iteration 7F: 3 clusters Score -8510554 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -8513345.000000 Penalty: 5324.702637
	Iteration 8F: 3 clusters Score -8513345 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -8515080.000000 Penalty: 5324.702637
	Iteration 9Q: 3 clusters Score -8515080 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -8515707.000000 Penalty: 5324.702637
	Iteration 10Q: 3 clusters Score -8515707 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -8516017.000000 Penalty: 5324.702637
	Iteration 11Q: 3 clusters Score -8516017 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -8516221.000000 Penalty: 5324.702637
	Iteration 12Q: 3 clusters Score -8516221 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -8516318.000000 Penalty: 5324.702637
	Iteration 13Q: 3 clusters Score -8516318 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -8516425.000000 Penalty: 5324.702637
	Iteration 14Q: 3 clusters Score -8516425 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -8516518.000000 Penalty: 5324.702637
	Iteration 15Q: 3 clusters Score -8516518 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -8516563.000000 Penalty: 5324.702637
	Iteration 16Q: 3 clusters Score -8516563 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -8516613.000000 Penalty: 5324.702637
	Iteration 17Q: 3 clusters Score -8516613 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -8516657.000000 Penalty: 5324.702637
	Iteration 18Q: 3 clusters Score -8516657 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -8516682.000000 Penalty: 5324.702637
	Iteration 19Q: 3 clusters Score -8516682 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -8516712.000000 Penalty: 5324.702637
	Iteration 20F: 3 clusters Score -8516712 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8516766.000000 Penalty: 5324.702637
	Iteration 21Q: 3 clusters Score -8516766 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -8516805.000000 Penalty: 5324.702637
	Iteration 22Q: 3 clusters Score -8516805 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8516836.000000 Penalty: 5324.702637
	Iteration 23Q: 3 clusters Score -8516836 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -8516829.000000 Penalty: 5324.702637
	Iteration 24Q: 3 clusters Score -8516829 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -8516833.000000 Penalty: 5324.702637
	Iteration 25Q: 3 clusters Score -8516833 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8516887.000000 Penalty: 5324.702637
	Iteration 26Q: 3 clusters Score -8516887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -8516904.000000 Penalty: 5324.702637
	Iteration 27Q: 3 clusters Score -8516904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 40330 members 
Entering Unmasked Estep 
Score: -8516948.000000 Penalty: 5324.702637
	Iteration 28Q: 3 clusters Score -8516948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -8516948.000000 Penalty: 5324.702637
	Iteration 29Q: 3 clusters Score -8516948 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -8516985.000000 Penalty: 5324.702637
	Iteration 30Q: 3 clusters Score -8516985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8517005.000000 Penalty: 5324.702637
	Iteration 31Q: 3 clusters Score -8517005 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8517027.000000 Penalty: 5324.702637
	Iteration 32Q: 3 clusters Score -8517027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -8517029.000000 Penalty: 5324.702637
	Iteration 33Q: 3 clusters Score -8517029 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8517049.000000 Penalty: 5324.702637
	Iteration 34Q: 3 clusters Score -8517049 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -8517054.000000 Penalty: 5324.702637
	Iteration 35Q: 3 clusters Score -8517054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -8517077.000000 Penalty: 5324.702637
	Iteration 36Q: 3 clusters Score -8517077 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8517105.000000 Penalty: 5324.702637
	Iteration 37Q: 3 clusters Score -8517105 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -8517133.000000 Penalty: 5324.702637
	Iteration 38Q: 3 clusters Score -8517133 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -8517133.000000 Penalty: 5324.702637
	Iteration 39Q: 3 clusters Score -8517133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8517133.000000 Penalty: 5324.702637
	Iteration 40F: 3 clusters Score -8517133 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -8517146.000000 Penalty: 5324.702637
	Iteration 41Q: 3 clusters Score -8517146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8517158.000000 Penalty: 5324.702637
	Iteration 42Q: 3 clusters Score -8517158 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8517161.000000 Penalty: 5324.702637
	Iteration 43Q: 3 clusters Score -8517161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8517141.000000 Penalty: 5324.702637
	Iteration 44Q: 3 clusters Score -8517141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -8517163.000000 Penalty: 5324.702637
	Iteration 45Q: 3 clusters Score -8517163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8517166.000000 Penalty: 5324.702637
	Iteration 46Q: 3 clusters Score -8517166 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8517166.000000 Penalty: 5324.702637
	Iteration 47Q: 3 clusters Score -8517166 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8517177.000000 Penalty: 5324.702637
	Iteration 48Q: 3 clusters Score -8517177 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -8517178.000000 Penalty: 5324.702637
	Iteration 49Q: 3 clusters Score -8517178 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -8517195.000000 Penalty: 5324.702637
	Iteration 50Q: 3 clusters Score -8517195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8517206.000000 Penalty: 5324.702637
	Iteration 51Q: 3 clusters Score -8517206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8517200.000000 Penalty: 5324.702637
	Iteration 52Q: 3 clusters Score -8517200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8517202.000000 Penalty: 5324.702637
	Iteration 53Q: 3 clusters Score -8517202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -8517205.000000 Penalty: 5324.702637
	Iteration 54Q: 3 clusters Score -8517205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8517215.000000 Penalty: 5324.702637
	Iteration 55Q: 3 clusters Score -8517215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8517211.000000 Penalty: 5324.702637
	Iteration 56Q: 3 clusters Score -8517211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 42523 members 
Entering Unmasked Estep 
Score: -8517213.000000 Penalty: 5324.702637
	Iteration 57Q: 3 clusters Score -8517213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -8517216.000000 Penalty: 5324.702637
	Iteration 58Q: 3 clusters Score -8517216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8517225.000000 Penalty: 5324.702637
	Iteration 59Q: 3 clusters Score -8517225 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8517220.000000 Penalty: 5324.702637
	Iteration 60F: 3 clusters Score -8517220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8517240.000000 Penalty: 5324.702637
	Iteration 61Q: 3 clusters Score -8517240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8517234.000000 Penalty: 5324.702637
	Iteration 62Q: 3 clusters Score -8517234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8517223.000000 Penalty: 5324.702637
	Iteration 63Q: 3 clusters Score -8517223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8517218.000000 Penalty: 5324.702637
	Iteration 64Q: 3 clusters Score -8517218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8517216.000000 Penalty: 5324.702637
	Iteration 65Q: 3 clusters Score -8517216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8517221.000000 Penalty: 5324.702637
	Iteration 66Q: 3 clusters Score -8517221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8517210.000000 Penalty: 5324.702637
	Iteration 67Q: 3 clusters Score -8517210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -8517211.000000 Penalty: 5324.702637
	Iteration 68Q: 3 clusters Score -8517211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8517211.000000 Penalty: 5324.702637
	Iteration 69Q: 3 clusters Score -8517211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8517215.000000 Penalty: 5324.702637
	Iteration 70Q: 3 clusters Score -8517215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8517217.000000 Penalty: 5324.702637
	Iteration 71Q: 3 clusters Score -8517217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8517228.000000 Penalty: 5324.702637
	Iteration 72Q: 3 clusters Score -8517228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8517231.000000 Penalty: 5324.702637
	Iteration 73Q: 3 clusters Score -8517231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8517218.000000 Penalty: 5324.702637
	Iteration 74Q: 3 clusters Score -8517218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -8517213.000000 Penalty: 5324.702637
	Iteration 75Q: 3 clusters Score -8517213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8517229.000000 Penalty: 5324.702637
	Iteration 76Q: 3 clusters Score -8517229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8517226.000000 Penalty: 5324.702637
	Iteration 77Q: 3 clusters Score -8517226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8517227.000000 Penalty: 5324.702637
	Iteration 78Q: 3 clusters Score -8517227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8517225.000000 Penalty: 5324.702637
	Iteration 79Q: 3 clusters Score -8517225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8517221.000000 Penalty: 5324.702637
	Iteration 80F: 3 clusters Score -8517221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8517231.000000 Penalty: 5324.702637
	Iteration 81Q: 3 clusters Score -8517231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8517228.000000 Penalty: 5324.702637
	Iteration 82Q: 3 clusters Score -8517228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -8517214.000000 Penalty: 5324.702637
	Iteration 83Q: 3 clusters Score -8517214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8517219.000000 Penalty: 5324.702637
	Iteration 84Q: 3 clusters Score -8517219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8517224.000000 Penalty: 5324.702637
	Iteration 85Q: 3 clusters Score -8517224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -8517216.000000 Penalty: 5324.702637
	Iteration 86Q: 3 clusters Score -8517216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8517218.000000 Penalty: 5324.702637
	Iteration 87Q: 3 clusters Score -8517218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8517215.000000 Penalty: 5324.702637
	Iteration 88Q: 3 clusters Score -8517215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8517204.000000 Penalty: 5324.702637
	Iteration 89Q: 3 clusters Score -8517204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -8517216.000000 Penalty: 5324.702637
	Iteration 90Q: 3 clusters Score -8517216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8517206.000000 Penalty: 5324.702637
	Iteration 91Q: 3 clusters Score -8517206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -8517218.000000 Penalty: 5324.702637
	Iteration 92Q: 3 clusters Score -8517218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8517204.000000 Penalty: 5324.702637
	Iteration 93Q: 3 clusters Score -8517204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8517201.000000 Penalty: 5324.702637
	Iteration 94Q: 3 clusters Score -8517201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8517202.000000 Penalty: 5324.702637
	Iteration 95Q: 3 clusters Score -8517202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8517201.000000 Penalty: 5324.702637
	Iteration 96Q: 3 clusters Score -8517201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8517196.000000 Penalty: 5324.702637
	Iteration 97Q: 3 clusters Score -8517196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8517208.000000 Penalty: 5324.702637
	Iteration 98Q: 3 clusters Score -8517208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -8517184.000000 Penalty: 5324.702637
	Iteration 99Q: 3 clusters Score -8517184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -8517185.000000 Penalty: 5324.702637
	Iteration 100F: 3 clusters Score -8517185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8517174.000000 Penalty: 5324.702637
	Iteration 101Q: 3 clusters Score -8517174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8517175.000000 Penalty: 5324.702637
	Iteration 102Q: 3 clusters Score -8517175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8517170.000000 Penalty: 5324.702637
	Iteration 103Q: 3 clusters Score -8517170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8517178.000000 Penalty: 5324.702637
	Iteration 104Q: 3 clusters Score -8517178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -8517187.000000 Penalty: 5324.702637
	Iteration 105Q: 3 clusters Score -8517187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -8517177.000000 Penalty: 5324.702637
	Iteration 106Q: 3 clusters Score -8517177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8517180.000000 Penalty: 5324.702637
	Iteration 107Q: 3 clusters Score -8517180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8517181.000000 Penalty: 5324.702637
	Iteration 108Q: 3 clusters Score -8517181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8517188.000000 Penalty: 5324.702637
	Iteration 109Q: 3 clusters Score -8517188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8517194.000000 Penalty: 5324.702637
	Iteration 110Q: 3 clusters Score -8517194 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8517195.000000 Penalty: 5324.702637
	Iteration 111Q: 3 clusters Score -8517195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8517182.000000 Penalty: 5324.702637
	Iteration 112Q: 3 clusters Score -8517182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8517183.000000 Penalty: 5324.702637
	Iteration 113Q: 3 clusters Score -8517183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8517191.000000 Penalty: 5324.702637
	Iteration 114Q: 3 clusters Score -8517191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8517190.000000 Penalty: 5324.702637
	Iteration 115Q: 3 clusters Score -8517190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8517196.000000 Penalty: 5324.702637
	Iteration 116Q: 3 clusters Score -8517196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8517197.000000 Penalty: 5324.702637
	Iteration 117Q: 3 clusters Score -8517197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8517202.000000 Penalty: 5324.702637
	Iteration 118Q: 3 clusters Score -8517202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -8517198.000000 Penalty: 5324.702637
	Iteration 119Q: 3 clusters Score -8517198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8517203.000000 Penalty: 5324.702637
	Iteration 120F: 3 clusters Score -8517203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Entering Unmasked Estep 
Score: -9113843.000000 Penalty: 2676.939697
	Iteration 0F: 2 clusters Score -9113843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -9083737.000000 Penalty: 5353.879395
	Iteration 0F: 3 clusters Score -9083737 nChanged 22463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -9096129.000000 Penalty: 5353.879395
	Iteration 1F: 3 clusters Score -9096129 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -9096791.000000 Penalty: 5353.879395
	Iteration 2Q: 3 clusters Score -9096791 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9097737.000000 Penalty: 5353.879395
	Iteration 3Q: 3 clusters Score -9097737 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -9099093.000000 Penalty: 5353.879395
	Iteration 4Q: 3 clusters Score -9099093 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9100906.000000 Penalty: 5353.879395
	Iteration 5F: 3 clusters Score -9100906 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -9103473.000000 Penalty: 5353.879395
	Iteration 6F: 3 clusters Score -9103473 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9107053.000000 Penalty: 5353.879395
	Iteration 7F: 3 clusters Score -9107053 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -9111146.000000 Penalty: 5353.879395
	Iteration 8F: 3 clusters Score -9111146 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -9113757.000000 Penalty: 5353.879395
	Iteration 9F: 3 clusters Score -9113757 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -9114636.000000 Penalty: 5353.879395
	Iteration 10Q: 3 clusters Score -9114636 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -9114918.000000 Penalty: 5353.879395
	Iteration 11Q: 3 clusters Score -9114918 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -9115049.000000 Penalty: 5353.879395
	Iteration 12Q: 3 clusters Score -9115049 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -9115131.000000 Penalty: 5353.879395
	Iteration 13Q: 3 clusters Score -9115131 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -9115101.000000 Penalty: 5353.879395
	Iteration 14Q: 3 clusters Score -9115101 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -9115092.000000 Penalty: 5353.879395
	Iteration 15Q: 3 clusters Score -9115092 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 39807 members 
Entering Unmasked Estep 
Score: -9115076.000000 Penalty: 5353.879395
	Iteration 16Q: 3 clusters Score -9115076 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -9115097.000000 Penalty: 5353.879395
	Iteration 17Q: 3 clusters Score -9115097 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -9115128.000000 Penalty: 5353.879395
	Iteration 18Q: 3 clusters Score -9115128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -9115108.000000 Penalty: 5353.879395
	Iteration 19Q: 3 clusters Score -9115108 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -9115098.000000 Penalty: 5353.879395
	Iteration 20F: 3 clusters Score -9115098 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -9115111.000000 Penalty: 5353.879395
	Iteration 21Q: 3 clusters Score -9115111 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -9115094.000000 Penalty: 5353.879395
	Iteration 22Q: 3 clusters Score -9115094 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -9115093.000000 Penalty: 5353.879395
	Iteration 23Q: 3 clusters Score -9115093 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -9115103.000000 Penalty: 5353.879395
	Iteration 24Q: 3 clusters Score -9115103 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -9115053.000000 Penalty: 5353.879395
	Iteration 25Q: 3 clusters Score -9115053 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -9115015.000000 Penalty: 5353.879395
	Iteration 26Q: 3 clusters Score -9115015 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -9114972.000000 Penalty: 5353.879395
	Iteration 27Q: 3 clusters Score -9114972 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -9114930.000000 Penalty: 5353.879395
	Iteration 28Q: 3 clusters Score -9114930 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -9114910.000000 Penalty: 5353.879395
	Iteration 29Q: 3 clusters Score -9114910 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9114884.000000 Penalty: 5353.879395
	Iteration 30Q: 3 clusters Score -9114884 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -9114824.000000 Penalty: 5353.879395
	Iteration 31Q: 3 clusters Score -9114824 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -9114786.000000 Penalty: 5353.879395
	Iteration 32Q: 3 clusters Score -9114786 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -9114709.000000 Penalty: 5353.879395
	Iteration 33Q: 3 clusters Score -9114709 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -9114674.000000 Penalty: 5353.879395
	Iteration 34Q: 3 clusters Score -9114674 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -9114621.000000 Penalty: 5353.879395
	Iteration 35Q: 3 clusters Score -9114621 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -9114560.000000 Penalty: 5353.879395
	Iteration 36Q: 3 clusters Score -9114560 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -9114521.000000 Penalty: 5353.879395
	Iteration 37Q: 3 clusters Score -9114521 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -9114496.000000 Penalty: 5353.879395
	Iteration 38Q: 3 clusters Score -9114496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -9114453.000000 Penalty: 5353.879395
	Iteration 39Q: 3 clusters Score -9114453 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -9114377.000000 Penalty: 5353.879395
	Iteration 40F: 3 clusters Score -9114377 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -9114356.000000 Penalty: 5353.879395
	Iteration 41Q: 3 clusters Score -9114356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -9114342.000000 Penalty: 5353.879395
	Iteration 42Q: 3 clusters Score -9114342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -9114307.000000 Penalty: 5353.879395
	Iteration 43Q: 3 clusters Score -9114307 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9114245.000000 Penalty: 5353.879395
	Iteration 44Q: 3 clusters Score -9114245 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -9114177.000000 Penalty: 5353.879395
	Iteration 45Q: 3 clusters Score -9114177 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -9114122.000000 Penalty: 5353.879395
	Iteration 46Q: 3 clusters Score -9114122 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -9114088.000000 Penalty: 5353.879395
	Iteration 47Q: 3 clusters Score -9114088 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -9114049.000000 Penalty: 5353.879395
	Iteration 48Q: 3 clusters Score -9114049 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -9114008.000000 Penalty: 5353.879395
	Iteration 49Q: 3 clusters Score -9114008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -9113962.000000 Penalty: 5353.879395
	Iteration 50Q: 3 clusters Score -9113962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -9113942.000000 Penalty: 5353.879395
	Iteration 51Q: 3 clusters Score -9113942 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -9113902.000000 Penalty: 5353.879395
	Iteration 52Q: 3 clusters Score -9113902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9113882.000000 Penalty: 5353.879395
	Iteration 53Q: 3 clusters Score -9113882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -9113842.000000 Penalty: 5353.879395
	Iteration 54Q: 3 clusters Score -9113842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -9113819.000000 Penalty: 5353.879395
	Iteration 55Q: 3 clusters Score -9113819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -9113824.000000 Penalty: 5353.879395
	Iteration 56Q: 3 clusters Score -9113824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -9113818.000000 Penalty: 5353.879395
	Iteration 57Q: 3 clusters Score -9113818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -9113806.000000 Penalty: 5353.879395
	Iteration 58Q: 3 clusters Score -9113806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -9113795.000000 Penalty: 5353.879395
	Iteration 59Q: 3 clusters Score -9113795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -9113778.000000 Penalty: 5353.879395
	Iteration 60F: 3 clusters Score -9113778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9113761.000000 Penalty: 5353.879395
	Iteration 61Q: 3 clusters Score -9113761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -9113759.000000 Penalty: 5353.879395
	Iteration 62Q: 3 clusters Score -9113759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -9113742.000000 Penalty: 5353.879395
	Iteration 63Q: 3 clusters Score -9113742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -9113722.000000 Penalty: 5353.879395
	Iteration 64Q: 3 clusters Score -9113722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9113720.000000 Penalty: 5353.879395
	Iteration 65Q: 3 clusters Score -9113720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -9113711.000000 Penalty: 5353.879395
	Iteration 66Q: 3 clusters Score -9113711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -9113678.000000 Penalty: 5353.879395
	Iteration 67Q: 3 clusters Score -9113678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9113667.000000 Penalty: 5353.879395
	Iteration 68Q: 3 clusters Score -9113667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9113659.000000 Penalty: 5353.879395
	Iteration 69Q: 3 clusters Score -9113659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -9113640.000000 Penalty: 5353.879395
	Iteration 70Q: 3 clusters Score -9113640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9113631.000000 Penalty: 5353.879395
	Iteration 71Q: 3 clusters Score -9113631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9113635.000000 Penalty: 5353.879395
	Iteration 72Q: 3 clusters Score -9113635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -9113620.000000 Penalty: 5353.879395
	Iteration 73Q: 3 clusters Score -9113620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -9113603.000000 Penalty: 5353.879395
	Iteration 74Q: 3 clusters Score -9113603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -9113598.000000 Penalty: 5353.879395
	Iteration 75Q: 3 clusters Score -9113598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9113588.000000 Penalty: 5353.879395
	Iteration 76Q: 3 clusters Score -9113588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -9113585.000000 Penalty: 5353.879395
	Iteration 77Q: 3 clusters Score -9113585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -9113590.000000 Penalty: 5353.879395
	Iteration 78Q: 3 clusters Score -9113590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -9113590.000000 Penalty: 5353.879395
	Iteration 79F: 3 clusters Score -9113590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -106642.023438 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107089.140625 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107089.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -107280.429688 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107280.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107447.617188 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107447.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107616.234375 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107616.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107737.585938 Penalty: 3269.470215
	Iteration 5F: 3 clusters Score -107737.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107842.757812 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107842.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107900.062500 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107930.179688 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107957.929688 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107957.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107977.867188 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107977.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -108004.789062 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -108004.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -108031.273438 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -108031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -108056.281250 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -108056.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108084.414062 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -108084.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108109.398438 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -108109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108121.101562 Penalty: 3269.470215
	Iteration 16Q: 3 clusters Score -108121.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108124.546875 Penalty: 3269.470215
	Iteration 17Q: 3 clusters Score -108124.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108126.953125 Penalty: 3269.470215
	Iteration 18Q: 3 clusters Score -108127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -108128.960938 Penalty: 3269.470215
	Iteration 19Q: 3 clusters Score -108129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -108133.679688 Penalty: 3269.470215
	Iteration 20F: 3 clusters Score -108133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108134.320312 Penalty: 3269.470215
	Iteration 21Q: 3 clusters Score -108134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -108135.343750 Penalty: 3269.470215
	Iteration 22Q: 3 clusters Score -108135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108136.796875 Penalty: 3269.470215
	Iteration 23Q: 3 clusters Score -108136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -108136.796875 Penalty: 3269.470215
	Iteration 24F: 3 clusters Score -108136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52517 members 
Entering Unmasked Estep 
Score: -9884203.000000 Penalty: 2695.485352
	Iteration 0F: 2 clusters Score -9884203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -9853169.000000 Penalty: 5390.970703
	Iteration 0F: 3 clusters Score -9853169 nChanged 24338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -9866851.000000 Penalty: 5390.970703
	Iteration 1F: 3 clusters Score -9866851 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -9867704.000000 Penalty: 5390.970703
	Iteration 2Q: 3 clusters Score -9867704 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -9868635.000000 Penalty: 5390.970703
	Iteration 3Q: 3 clusters Score -9868635 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -9869997.000000 Penalty: 5390.970703
	Iteration 4F: 3 clusters Score -9869997 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -9872441.000000 Penalty: 5390.970703
	Iteration 5F: 3 clusters Score -9872441 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -9876440.000000 Penalty: 5390.970703
	Iteration 6F: 3 clusters Score -9876440 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -9880040.000000 Penalty: 5390.970703
	Iteration 7F: 3 clusters Score -9880040 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -9881720.000000 Penalty: 5390.970703
	Iteration 8F: 3 clusters Score -9881720 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -9882500.000000 Penalty: 5390.970703
	Iteration 9Q: 3 clusters Score -9882500 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9883081.000000 Penalty: 5390.970703
	Iteration 10Q: 3 clusters Score -9883081 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -9883459.000000 Penalty: 5390.970703
	Iteration 11Q: 3 clusters Score -9883459 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -9883653.000000 Penalty: 5390.970703
	Iteration 12Q: 3 clusters Score -9883653 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -9883736.000000 Penalty: 5390.970703
	Iteration 13Q: 3 clusters Score -9883736 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -9883811.000000 Penalty: 5390.970703
	Iteration 14Q: 3 clusters Score -9883811 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9883878.000000 Penalty: 5390.970703
	Iteration 15Q: 3 clusters Score -9883878 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -9883925.000000 Penalty: 5390.970703
	Iteration 16Q: 3 clusters Score -9883925 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -9884001.000000 Penalty: 5390.970703
	Iteration 17Q: 3 clusters Score -9884001 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -9884006.000000 Penalty: 5390.970703
	Iteration 18Q: 3 clusters Score -9884006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -9884031.000000 Penalty: 5390.970703
	Iteration 19Q: 3 clusters Score -9884031 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -9884086.000000 Penalty: 5390.970703
	Iteration 20F: 3 clusters Score -9884086 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -9884115.000000 Penalty: 5390.970703
	Iteration 21Q: 3 clusters Score -9884115 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 32789 members 
Entering Unmasked Estep 
Score: -9884140.000000 Penalty: 5390.970703
	Iteration 22Q: 3 clusters Score -9884140 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -9884177.000000 Penalty: 5390.970703
	Iteration 23Q: 3 clusters Score -9884177 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -9884185.000000 Penalty: 5390.970703
	Iteration 24Q: 3 clusters Score -9884185 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -9884196.000000 Penalty: 5390.970703
	Iteration 25Q: 3 clusters Score -9884196 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9884232.000000 Penalty: 5390.970703
	Iteration 26Q: 3 clusters Score -9884232 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -9884214.000000 Penalty: 5390.970703
	Iteration 27Q: 3 clusters Score -9884214 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 33900 members 
Entering Unmasked Estep 
Score: -9884217.000000 Penalty: 5390.970703
	Iteration 28Q: 3 clusters Score -9884217 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -9884214.000000 Penalty: 5390.970703
	Iteration 29Q: 3 clusters Score -9884214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -9884227.000000 Penalty: 5390.970703
	Iteration 30Q: 3 clusters Score -9884227 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -9884223.000000 Penalty: 5390.970703
	Iteration 31Q: 3 clusters Score -9884223 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -9884213.000000 Penalty: 5390.970703
	Iteration 32Q: 3 clusters Score -9884213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -9884220.000000 Penalty: 5390.970703
	Iteration 33Q: 3 clusters Score -9884220 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -9884205.000000 Penalty: 5390.970703
	Iteration 34Q: 3 clusters Score -9884205 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -9884248.000000 Penalty: 5390.970703
	Iteration 35Q: 3 clusters Score -9884248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -9884249.000000 Penalty: 5390.970703
	Iteration 36Q: 3 clusters Score -9884249 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -9884268.000000 Penalty: 5390.970703
	Iteration 37Q: 3 clusters Score -9884268 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -9884262.000000 Penalty: 5390.970703
	Iteration 38Q: 3 clusters Score -9884262 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -9884270.000000 Penalty: 5390.970703
	Iteration 39Q: 3 clusters Score -9884270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -9884294.000000 Penalty: 5390.970703
	Iteration 40F: 3 clusters Score -9884294 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -9884318.000000 Penalty: 5390.970703
	Iteration 41Q: 3 clusters Score -9884318 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9884319.000000 Penalty: 5390.970703
	Iteration 42Q: 3 clusters Score -9884319 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -9884298.000000 Penalty: 5390.970703
	Iteration 43Q: 3 clusters Score -9884298 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -9884294.000000 Penalty: 5390.970703
	Iteration 44Q: 3 clusters Score -9884294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -9884277.000000 Penalty: 5390.970703
	Iteration 45Q: 3 clusters Score -9884277 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -9884281.000000 Penalty: 5390.970703
	Iteration 46Q: 3 clusters Score -9884281 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -9884293.000000 Penalty: 5390.970703
	Iteration 47Q: 3 clusters Score -9884293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -9884304.000000 Penalty: 5390.970703
	Iteration 48Q: 3 clusters Score -9884304 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -9884301.000000 Penalty: 5390.970703
	Iteration 49Q: 3 clusters Score -9884301 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -9884314.000000 Penalty: 5390.970703
	Iteration 50Q: 3 clusters Score -9884314 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -9884337.000000 Penalty: 5390.970703
	Iteration 51Q: 3 clusters Score -9884337 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -9884361.000000 Penalty: 5390.970703
	Iteration 52Q: 3 clusters Score -9884361 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -9884374.000000 Penalty: 5390.970703
	Iteration 53Q: 3 clusters Score -9884374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -9884363.000000 Penalty: 5390.970703
	Iteration 54Q: 3 clusters Score -9884363 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -9884351.000000 Penalty: 5390.970703
	Iteration 55Q: 3 clusters Score -9884351 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9884328.000000 Penalty: 5390.970703
	Iteration 56Q: 3 clusters Score -9884328 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -9884317.000000 Penalty: 5390.970703
	Iteration 57Q: 3 clusters Score -9884317 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9884329.000000 Penalty: 5390.970703
	Iteration 58Q: 3 clusters Score -9884329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -9884328.000000 Penalty: 5390.970703
	Iteration 59Q: 3 clusters Score -9884328 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -9884353.000000 Penalty: 5390.970703
	Iteration 60F: 3 clusters Score -9884353 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
Score: -9884338.000000 Penalty: 5390.970703
	Iteration 61Q: 3 clusters Score -9884338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -9884348.000000 Penalty: 5390.970703
	Iteration 62Q: 3 clusters Score -9884348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -9884353.000000 Penalty: 5390.970703
	Iteration 63Q: 3 clusters Score -9884353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 37728 members 
Entering Unmasked Estep 
Score: -9884378.000000 Penalty: 5390.970703
	Iteration 64Q: 3 clusters Score -9884378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -9884370.000000 Penalty: 5390.970703
	Iteration 65Q: 3 clusters Score -9884370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -9884379.000000 Penalty: 5390.970703
	Iteration 66Q: 3 clusters Score -9884379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -9884382.000000 Penalty: 5390.970703
	Iteration 67Q: 3 clusters Score -9884382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -9884369.000000 Penalty: 5390.970703
	Iteration 68Q: 3 clusters Score -9884369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -9884369.000000 Penalty: 5390.970703
	Iteration 69Q: 3 clusters Score -9884369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9884369.000000 Penalty: 5390.970703
	Iteration 70Q: 3 clusters Score -9884369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -9884371.000000 Penalty: 5390.970703
	Iteration 71Q: 3 clusters Score -9884371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -9884364.000000 Penalty: 5390.970703
	Iteration 72Q: 3 clusters Score -9884364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -9884371.000000 Penalty: 5390.970703
	Iteration 73Q: 3 clusters Score -9884371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -9884356.000000 Penalty: 5390.970703
	Iteration 74Q: 3 clusters Score -9884356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -9884360.000000 Penalty: 5390.970703
	Iteration 75Q: 3 clusters Score -9884360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -9884377.000000 Penalty: 5390.970703
	Iteration 76Q: 3 clusters Score -9884377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -9884368.000000 Penalty: 5390.970703
	Iteration 77Q: 3 clusters Score -9884368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -9884371.000000 Penalty: 5390.970703
	Iteration 78Q: 3 clusters Score -9884371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -9884366.000000 Penalty: 5390.970703
	Iteration 79Q: 3 clusters Score -9884366 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -9884373.000000 Penalty: 5390.970703
	Iteration 80F: 3 clusters Score -9884373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -9884364.000000 Penalty: 5390.970703
	Iteration 81Q: 3 clusters Score -9884364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9884361.000000 Penalty: 5390.970703
	Iteration 82Q: 3 clusters Score -9884361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -9884368.000000 Penalty: 5390.970703
	Iteration 83Q: 3 clusters Score -9884368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -9884345.000000 Penalty: 5390.970703
	Iteration 84Q: 3 clusters Score -9884345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -9884360.000000 Penalty: 5390.970703
	Iteration 85Q: 3 clusters Score -9884360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -9884353.000000 Penalty: 5390.970703
	Iteration 86Q: 3 clusters Score -9884353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -9884360.000000 Penalty: 5390.970703
	Iteration 87Q: 3 clusters Score -9884360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -9884358.000000 Penalty: 5390.970703
	Iteration 88Q: 3 clusters Score -9884358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -9884355.000000 Penalty: 5390.970703
	Iteration 89Q: 3 clusters Score -9884355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -9884359.000000 Penalty: 5390.970703
	Iteration 90Q: 3 clusters Score -9884359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -9884356.000000 Penalty: 5390.970703
	Iteration 91Q: 3 clusters Score -9884356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 38068 members 
Entering Unmasked Estep 
Score: -9884360.000000 Penalty: 5390.970703
	Iteration 92Q: 3 clusters Score -9884360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -9884355.000000 Penalty: 5390.970703
	Iteration 93Q: 3 clusters Score -9884355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -9884357.000000 Penalty: 5390.970703
	Iteration 94Q: 3 clusters Score -9884357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9884366.000000 Penalty: 5390.970703
	Iteration 95Q: 3 clusters Score -9884366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -9884371.000000 Penalty: 5390.970703
	Iteration 96Q: 3 clusters Score -9884371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -9884376.000000 Penalty: 5390.970703
	Iteration 97Q: 3 clusters Score -9884376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -9884364.000000 Penalty: 5390.970703
	Iteration 98Q: 3 clusters Score -9884364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9884369.000000 Penalty: 5390.970703
	Iteration 99Q: 3 clusters Score -9884369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -9884382.000000 Penalty: 5390.970703
	Iteration 100F: 3 clusters Score -9884382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -9884369.000000 Penalty: 5390.970703
	Iteration 101Q: 3 clusters Score -9884369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9884358.000000 Penalty: 5390.970703
	Iteration 102Q: 3 clusters Score -9884358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -9884368.000000 Penalty: 5390.970703
	Iteration 103Q: 3 clusters Score -9884368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -9884367.000000 Penalty: 5390.970703
	Iteration 104Q: 3 clusters Score -9884367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -9884349.000000 Penalty: 5390.970703
	Iteration 105Q: 3 clusters Score -9884349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -9884363.000000 Penalty: 5390.970703
	Iteration 106Q: 3 clusters Score -9884363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -9884372.000000 Penalty: 5390.970703
	Iteration 107Q: 3 clusters Score -9884372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -9884372.000000 Penalty: 5390.970703
	Iteration 108Q: 3 clusters Score -9884372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -9884376.000000 Penalty: 5390.970703
	Iteration 109Q: 3 clusters Score -9884376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -9884387.000000 Penalty: 5390.970703
	Iteration 110Q: 3 clusters Score -9884387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -9884383.000000 Penalty: 5390.970703
	Iteration 111Q: 3 clusters Score -9884383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -9884380.000000 Penalty: 5390.970703
	Iteration 112Q: 3 clusters Score -9884380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -9884381.000000 Penalty: 5390.970703
	Iteration 113Q: 3 clusters Score -9884381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -9884386.000000 Penalty: 5390.970703
	Iteration 114Q: 3 clusters Score -9884386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -9884387.000000 Penalty: 5390.970703
	Iteration 115Q: 3 clusters Score -9884387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -9884381.000000 Penalty: 5390.970703
	Iteration 116Q: 3 clusters Score -9884381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -9884374.000000 Penalty: 5390.970703
	Iteration 117Q: 3 clusters Score -9884374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -9884366.000000 Penalty: 5390.970703
	Iteration 118Q: 3 clusters Score -9884366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9884373.000000 Penalty: 5390.970703
	Iteration 119Q: 3 clusters Score -9884373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -9884373.000000 Penalty: 5390.970703
	Iteration 120F: 3 clusters Score -9884373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9884377.000000 Penalty: 5390.970703
	Iteration 121Q: 3 clusters Score -9884377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9884379.000000 Penalty: 5390.970703
	Iteration 122Q: 3 clusters Score -9884379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -9884379.000000 Penalty: 5390.970703
	Iteration 123F: 3 clusters Score -9884379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 50850 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 48733 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 39664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28797 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 43004 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44353 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4700 members 
Mstep: Class 26 contains 38348 members 
Mstep: Class 27 contains 57480 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
Score: -137126464.000000 Penalty: 93905.554688
Splitting cluster 13 changes total score from -137127552.000000 to -137126464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (39664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Entering Unmasked Estep 
Score: -7345009.000000 Penalty: 2625.873535
	Iteration 0F: 2 clusters Score -7345009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7318512.000000 Penalty: 5251.747070
	Iteration 0F: 3 clusters Score -7318512 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -7328146.000000 Penalty: 5251.747070
	Iteration 1F: 3 clusters Score -7328146 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -7328613.000000 Penalty: 5251.747070
	Iteration 2Q: 3 clusters Score -7328613 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -7329057.500000 Penalty: 5251.747070
	Iteration 3Q: 3 clusters Score -7329058 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7329542.500000 Penalty: 5251.747070
	Iteration 4Q: 3 clusters Score -7329542 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -7330148.000000 Penalty: 5251.747070
	Iteration 5Q: 3 clusters Score -7330148 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -7330937.000000 Penalty: 5251.747070
	Iteration 6Q: 3 clusters Score -7330937 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -7332002.000000 Penalty: 5251.747070
	Iteration 7F: 3 clusters Score -7332002 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -7333556.000000 Penalty: 5251.747070
	Iteration 8F: 3 clusters Score -7333556 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7335615.500000 Penalty: 5251.747070
	Iteration 9F: 3 clusters Score -7335616 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -7337877.500000 Penalty: 5251.747070
	Iteration 10F: 3 clusters Score -7337878 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -7339602.500000 Penalty: 5251.747070
	Iteration 11Q: 3 clusters Score -7339602 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -7340613.500000 Penalty: 5251.747070
	Iteration 12Q: 3 clusters Score -7340614 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -7341327.000000 Penalty: 5251.747070
	Iteration 13Q: 3 clusters Score -7341327 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -7341832.000000 Penalty: 5251.747070
	Iteration 14Q: 3 clusters Score -7341832 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -7342171.000000 Penalty: 5251.747070
	Iteration 15Q: 3 clusters Score -7342171 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 34022 members 
Entering Unmasked Estep 
Score: -7342440.500000 Penalty: 5251.747070
	Iteration 16Q: 3 clusters Score -7342440 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -7342656.500000 Penalty: 5251.747070
	Iteration 17Q: 3 clusters Score -7342656 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -7342787.500000 Penalty: 5251.747070
	Iteration 18Q: 3 clusters Score -7342788 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7342863.000000 Penalty: 5251.747070
	Iteration 19Q: 3 clusters Score -7342863 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -7342865.000000 Penalty: 5251.747070
	Iteration 20F: 3 clusters Score -7342865 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -7342916.500000 Penalty: 5251.747070
	Iteration 21Q: 3 clusters Score -7342916 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -7342968.500000 Penalty: 5251.747070
	Iteration 22Q: 3 clusters Score -7342968 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7343005.500000 Penalty: 5251.747070
	Iteration 23Q: 3 clusters Score -7343006 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7342993.000000 Penalty: 5251.747070
	Iteration 24Q: 3 clusters Score -7342993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7343012.000000 Penalty: 5251.747070
	Iteration 25Q: 3 clusters Score -7343012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -7343007.000000 Penalty: 5251.747070
	Iteration 26Q: 3 clusters Score -7343007 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -7343019.000000 Penalty: 5251.747070
	Iteration 27Q: 3 clusters Score -7343019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -7343015.500000 Penalty: 5251.747070
	Iteration 28Q: 3 clusters Score -7343016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -7343029.500000 Penalty: 5251.747070
	Iteration 29Q: 3 clusters Score -7343030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -7343036.500000 Penalty: 5251.747070
	Iteration 30Q: 3 clusters Score -7343036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -7343031.500000 Penalty: 5251.747070
	Iteration 31Q: 3 clusters Score -7343032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 36223 members 
Entering Unmasked Estep 
Score: -7343032.500000 Penalty: 5251.747070
	Iteration 32Q: 3 clusters Score -7343032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7343040.000000 Penalty: 5251.747070
	Iteration 33Q: 3 clusters Score -7343040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -7343037.500000 Penalty: 5251.747070
	Iteration 34Q: 3 clusters Score -7343038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -7343041.000000 Penalty: 5251.747070
	Iteration 35Q: 3 clusters Score -7343041 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7343039.000000 Penalty: 5251.747070
	Iteration 36Q: 3 clusters Score -7343039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -7343032.500000 Penalty: 5251.747070
	Iteration 37Q: 3 clusters Score -7343032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -7343028.000000 Penalty: 5251.747070
	Iteration 38Q: 3 clusters Score -7343028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7343035.500000 Penalty: 5251.747070
	Iteration 39Q: 3 clusters Score -7343036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -7343036.000000 Penalty: 5251.747070
	Iteration 40F: 3 clusters Score -7343036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -7343051.000000 Penalty: 5251.747070
	Iteration 41Q: 3 clusters Score -7343051 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -7343060.500000 Penalty: 5251.747070
	Iteration 42Q: 3 clusters Score -7343060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -7343056.000000 Penalty: 5251.747070
	Iteration 43Q: 3 clusters Score -7343056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -7343071.000000 Penalty: 5251.747070
	Iteration 44Q: 3 clusters Score -7343071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -7343071.500000 Penalty: 5251.747070
	Iteration 45Q: 3 clusters Score -7343072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7343072.500000 Penalty: 5251.747070
	Iteration 46Q: 3 clusters Score -7343072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -7343068.500000 Penalty: 5251.747070
	Iteration 47Q: 3 clusters Score -7343068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -7343068.500000 Penalty: 5251.747070
	Iteration 48Q: 3 clusters Score -7343068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7343076.500000 Penalty: 5251.747070
	Iteration 49Q: 3 clusters Score -7343076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -7343069.500000 Penalty: 5251.747070
	Iteration 50Q: 3 clusters Score -7343070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7343070.000000 Penalty: 5251.747070
	Iteration 51Q: 3 clusters Score -7343070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -7343066.000000 Penalty: 5251.747070
	Iteration 52Q: 3 clusters Score -7343066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 36832 members 
Entering Unmasked Estep 
Score: -7343060.500000 Penalty: 5251.747070
	Iteration 53Q: 3 clusters Score -7343060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -7343066.000000 Penalty: 5251.747070
	Iteration 54Q: 3 clusters Score -7343066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -7343069.000000 Penalty: 5251.747070
	Iteration 55Q: 3 clusters Score -7343069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -7343059.500000 Penalty: 5251.747070
	Iteration 56Q: 3 clusters Score -7343060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -7343061.500000 Penalty: 5251.747070
	Iteration 57Q: 3 clusters Score -7343062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7343061.000000 Penalty: 5251.747070
	Iteration 58Q: 3 clusters Score -7343061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -7343066.000000 Penalty: 5251.747070
	Iteration 59Q: 3 clusters Score -7343066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -7343071.000000 Penalty: 5251.747070
	Iteration 60F: 3 clusters Score -7343071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -7343078.000000 Penalty: 5251.747070
	Iteration 61Q: 3 clusters Score -7343078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -7343072.000000 Penalty: 5251.747070
	Iteration 62Q: 3 clusters Score -7343072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -7343070.000000 Penalty: 5251.747070
	Iteration 63Q: 3 clusters Score -7343070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7343072.000000 Penalty: 5251.747070
	Iteration 64Q: 3 clusters Score -7343072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -7343079.000000 Penalty: 5251.747070
	Iteration 65Q: 3 clusters Score -7343079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -7343085.000000 Penalty: 5251.747070
	Iteration 66Q: 3 clusters Score -7343085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -7343088.000000 Penalty: 5251.747070
	Iteration 67Q: 3 clusters Score -7343088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -7343086.000000 Penalty: 5251.747070
	Iteration 68Q: 3 clusters Score -7343086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -7343085.000000 Penalty: 5251.747070
	Iteration 69Q: 3 clusters Score -7343085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -7343084.500000 Penalty: 5251.747070
	Iteration 70Q: 3 clusters Score -7343084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7343086.500000 Penalty: 5251.747070
	Iteration 71Q: 3 clusters Score -7343086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7343082.500000 Penalty: 5251.747070
	Iteration 72Q: 3 clusters Score -7343082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -7343089.500000 Penalty: 5251.747070
	Iteration 73Q: 3 clusters Score -7343090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7343084.000000 Penalty: 5251.747070
	Iteration 74Q: 3 clusters Score -7343084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7343085.500000 Penalty: 5251.747070
	Iteration 75Q: 3 clusters Score -7343086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7343087.000000 Penalty: 5251.747070
	Iteration 76Q: 3 clusters Score -7343087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -7343085.000000 Penalty: 5251.747070
	Iteration 77Q: 3 clusters Score -7343085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7343082.000000 Penalty: 5251.747070
	Iteration 78Q: 3 clusters Score -7343082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -7343081.000000 Penalty: 5251.747070
	Iteration 79Q: 3 clusters Score -7343081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7343079.500000 Penalty: 5251.747070
	Iteration 80F: 3 clusters Score -7343080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -104239.671875 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104239.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104848.164062 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104848.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105146.148438 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105146.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105351.953125 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105352 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105525.203125 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105525.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105649.679688 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105649.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -105727.687500 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105727.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105778.726562 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105830.343750 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105830.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105854.554688 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105854.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105876.820312 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105885.882812 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105885.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105902.500000 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105902.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105943.023438 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105998.781250 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -105998.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -106020.132812 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -106020.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -106029.921875 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -106029.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -106036.257812 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -106036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -106042.523438 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -106042.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106042.781250 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -106042.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106043.921875 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -106043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106057.101562 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -106057.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106062.062500 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -106062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106062.062500 Penalty: 3336.211914
	Iteration 23F: 3 clusters Score -106062.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 50850 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 48733 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 39664 members 
Mstep: Class 15 contains 446 members 
Mstep: Class 16 contains 28797 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 43004 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44353 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4700 members 
Mstep: Class 26 contains 388 members 
Mstep: Class 27 contains 57480 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
Score: -137125952.000000 Penalty: 93905.554688
Splitting cluster 15 changes total score from -137127552.000000 to -137125952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (28797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Entering Unmasked Estep 
Score: -5393440.500000 Penalty: 2546.470459
	Iteration 0F: 2 clusters Score -5393440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5373645.500000 Penalty: 5092.940918
	Iteration 0F: 3 clusters Score -5373646 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -5380625.000000 Penalty: 5092.940918
	Iteration 1F: 3 clusters Score -5380625 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -5380952.500000 Penalty: 5092.940918
	Iteration 2Q: 3 clusters Score -5380952 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -5381282.000000 Penalty: 5092.940918
	Iteration 3Q: 3 clusters Score -5381282 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -5381616.000000 Penalty: 5092.940918
	Iteration 4Q: 3 clusters Score -5381616 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -5382080.500000 Penalty: 5092.940918
	Iteration 5Q: 3 clusters Score -5382080 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -5382798.000000 Penalty: 5092.940918
	Iteration 6Q: 3 clusters Score -5382798 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5383905.000000 Penalty: 5092.940918
	Iteration 7F: 3 clusters Score -5383905 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5385497.500000 Penalty: 5092.940918
	Iteration 8F: 3 clusters Score -5385498 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -5387298.500000 Penalty: 5092.940918
	Iteration 9F: 3 clusters Score -5387298 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5388916.500000 Penalty: 5092.940918
	Iteration 10F: 3 clusters Score -5388916 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5390072.500000 Penalty: 5092.940918
	Iteration 11Q: 3 clusters Score -5390072 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5390708.000000 Penalty: 5092.940918
	Iteration 12Q: 3 clusters Score -5390708 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -5390991.500000 Penalty: 5092.940918
	Iteration 13Q: 3 clusters Score -5390992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5391090.000000 Penalty: 5092.940918
	Iteration 14Q: 3 clusters Score -5391090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5391143.500000 Penalty: 5092.940918
	Iteration 15Q: 3 clusters Score -5391144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5391166.000000 Penalty: 5092.940918
	Iteration 16Q: 3 clusters Score -5391166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5391176.000000 Penalty: 5092.940918
	Iteration 17Q: 3 clusters Score -5391176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5391193.500000 Penalty: 5092.940918
	Iteration 18Q: 3 clusters Score -5391194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5391210.000000 Penalty: 5092.940918
	Iteration 19Q: 3 clusters Score -5391210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5391217.000000 Penalty: 5092.940918
	Iteration 20F: 3 clusters Score -5391217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5391214.000000 Penalty: 5092.940918
	Iteration 21Q: 3 clusters Score -5391214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5391221.500000 Penalty: 5092.940918
	Iteration 22Q: 3 clusters Score -5391222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5391229.000000 Penalty: 5092.940918
	Iteration 23Q: 3 clusters Score -5391229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5391231.000000 Penalty: 5092.940918
	Iteration 24Q: 3 clusters Score -5391231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5391228.500000 Penalty: 5092.940918
	Iteration 25Q: 3 clusters Score -5391228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5391237.500000 Penalty: 5092.940918
	Iteration 26Q: 3 clusters Score -5391238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5391238.000000 Penalty: 5092.940918
	Iteration 27Q: 3 clusters Score -5391238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5391237.500000 Penalty: 5092.940918
	Iteration 28Q: 3 clusters Score -5391238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5391239.500000 Penalty: 5092.940918
	Iteration 29Q: 3 clusters Score -5391240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5391239.500000 Penalty: 5092.940918
	Iteration 30Q: 3 clusters Score -5391240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5391247.000000 Penalty: 5092.940918
	Iteration 31Q: 3 clusters Score -5391247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5391257.500000 Penalty: 5092.940918
	Iteration 32Q: 3 clusters Score -5391258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5391255.000000 Penalty: 5092.940918
	Iteration 33Q: 3 clusters Score -5391255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5391256.500000 Penalty: 5092.940918
	Iteration 34Q: 3 clusters Score -5391256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5391253.500000 Penalty: 5092.940918
	Iteration 35Q: 3 clusters Score -5391254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5391258.000000 Penalty: 5092.940918
	Iteration 36Q: 3 clusters Score -5391258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5391258.000000 Penalty: 5092.940918
	Iteration 37F: 3 clusters Score -5391258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Entering Unmasked Estep 
Score: -5168321.000000 Penalty: 2543.298340
	Iteration 0F: 2 clusters Score -5168321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5148832.000000 Penalty: 5086.596680
	Iteration 0F: 3 clusters Score -5148832 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -5155913.500000 Penalty: 5086.596680
	Iteration 1F: 3 clusters Score -5155914 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5156378.000000 Penalty: 5086.596680
	Iteration 2F: 3 clusters Score -5156378 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -5156821.500000 Penalty: 5086.596680
	Iteration 3Q: 3 clusters Score -5156822 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -5157309.000000 Penalty: 5086.596680
	Iteration 4Q: 3 clusters Score -5157309 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -5157898.000000 Penalty: 5086.596680
	Iteration 5Q: 3 clusters Score -5157898 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -5158582.500000 Penalty: 5086.596680
	Iteration 6F: 3 clusters Score -5158582 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -5159453.000000 Penalty: 5086.596680
	Iteration 7F: 3 clusters Score -5159453 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5160544.000000 Penalty: 5086.596680
	Iteration 8F: 3 clusters Score -5160544 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -5161700.500000 Penalty: 5086.596680
	Iteration 9F: 3 clusters Score -5161700 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5162852.000000 Penalty: 5086.596680
	Iteration 10F: 3 clusters Score -5162852 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -5163907.000000 Penalty: 5086.596680
	Iteration 11Q: 3 clusters Score -5163907 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -5164724.000000 Penalty: 5086.596680
	Iteration 12Q: 3 clusters Score -5164724 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -5165312.500000 Penalty: 5086.596680
	Iteration 13Q: 3 clusters Score -5165312 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -5165644.500000 Penalty: 5086.596680
	Iteration 14Q: 3 clusters Score -5165644 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5165844.500000 Penalty: 5086.596680
	Iteration 15Q: 3 clusters Score -5165844 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5165925.500000 Penalty: 5086.596680
	Iteration 16Q: 3 clusters Score -5165926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5165968.000000 Penalty: 5086.596680
	Iteration 17Q: 3 clusters Score -5165968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -5166013.000000 Penalty: 5086.596680
	Iteration 18Q: 3 clusters Score -5166013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5166040.500000 Penalty: 5086.596680
	Iteration 19Q: 3 clusters Score -5166040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5166063.500000 Penalty: 5086.596680
	Iteration 20F: 3 clusters Score -5166064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -5166078.000000 Penalty: 5086.596680
	Iteration 21Q: 3 clusters Score -5166078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -5166078.000000 Penalty: 5086.596680
	Iteration 22Q: 3 clusters Score -5166078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5166078.000000 Penalty: 5086.596680
	Iteration 23Q: 3 clusters Score -5166078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -5166082.000000 Penalty: 5086.596680
	Iteration 24Q: 3 clusters Score -5166082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -5166089.500000 Penalty: 5086.596680
	Iteration 25Q: 3 clusters Score -5166090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5166092.000000 Penalty: 5086.596680
	Iteration 26Q: 3 clusters Score -5166092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5166103.000000 Penalty: 5086.596680
	Iteration 27Q: 3 clusters Score -5166103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5166106.500000 Penalty: 5086.596680
	Iteration 28Q: 3 clusters Score -5166106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5166108.000000 Penalty: 5086.596680
	Iteration 29Q: 3 clusters Score -5166108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -5166115.000000 Penalty: 5086.596680
	Iteration 30Q: 3 clusters Score -5166115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5166115.000000 Penalty: 5086.596680
	Iteration 31Q: 3 clusters Score -5166115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28117 members 
Entering Unmasked Estep 
Score: -5166115.000000 Penalty: 5086.596680
	Iteration 32F: 3 clusters Score -5166115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Entering Unmasked Estep 
Score: -8501095.000000 Penalty: 2658.954834
	Iteration 0F: 2 clusters Score -8501095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8471666.000000 Penalty: 5317.909668
	Iteration 0F: 3 clusters Score -8471666 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8483277.000000 Penalty: 5317.909668
	Iteration 1F: 3 clusters Score -8483277 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -8483954.000000 Penalty: 5317.909668
	Iteration 2Q: 3 clusters Score -8483954 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -8484762.000000 Penalty: 5317.909668
	Iteration 3Q: 3 clusters Score -8484762 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -8485783.000000 Penalty: 5317.909668
	Iteration 4F: 3 clusters Score -8485783 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -8487341.000000 Penalty: 5317.909668
	Iteration 5F: 3 clusters Score -8487341 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -8489517.000000 Penalty: 5317.909668
	Iteration 6F: 3 clusters Score -8489517 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -8492401.000000 Penalty: 5317.909668
	Iteration 7F: 3 clusters Score -8492401 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -8495159.000000 Penalty: 5317.909668
	Iteration 8F: 3 clusters Score -8495159 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8497126.000000 Penalty: 5317.909668
	Iteration 9Q: 3 clusters Score -8497126 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8498228.000000 Penalty: 5317.909668
	Iteration 10Q: 3 clusters Score -8498228 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8498818.000000 Penalty: 5317.909668
	Iteration 11Q: 3 clusters Score -8498818 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8499091.000000 Penalty: 5317.909668
	Iteration 12Q: 3 clusters Score -8499091 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8499191.000000 Penalty: 5317.909668
	Iteration 13Q: 3 clusters Score -8499191 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8499244.000000 Penalty: 5317.909668
	Iteration 14Q: 3 clusters Score -8499244 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8499287.000000 Penalty: 5317.909668
	Iteration 15Q: 3 clusters Score -8499287 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8499306.000000 Penalty: 5317.909668
	Iteration 16Q: 3 clusters Score -8499306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8499309.000000 Penalty: 5317.909668
	Iteration 17Q: 3 clusters Score -8499309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8499316.000000 Penalty: 5317.909668
	Iteration 18Q: 3 clusters Score -8499316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8499324.000000 Penalty: 5317.909668
	Iteration 19Q: 3 clusters Score -8499324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8499330.000000 Penalty: 5317.909668
	Iteration 20F: 3 clusters Score -8499330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8499324.000000 Penalty: 5317.909668
	Iteration 21Q: 3 clusters Score -8499324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8499325.000000 Penalty: 5317.909668
	Iteration 22Q: 3 clusters Score -8499325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8499331.000000 Penalty: 5317.909668
	Iteration 23Q: 3 clusters Score -8499331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8499333.000000 Penalty: 5317.909668
	Iteration 24Q: 3 clusters Score -8499333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8499327.000000 Penalty: 5317.909668
	Iteration 25Q: 3 clusters Score -8499327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8499327.000000 Penalty: 5317.909668
	Iteration 26F: 3 clusters Score -8499327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Entering Unmasked Estep 
Score: -8004140.500000 Penalty: 2645.924072
	Iteration 0F: 2 clusters Score -8004140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7975927.000000 Penalty: 5291.848145
	Iteration 0F: 3 clusters Score -7975927 nChanged 19679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -7986800.000000 Penalty: 5291.848145
	Iteration 1F: 3 clusters Score -7986800 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -7987313.500000 Penalty: 5291.848145
	Iteration 2Q: 3 clusters Score -7987314 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7987807.500000 Penalty: 5291.848145
	Iteration 3Q: 3 clusters Score -7987808 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -7988266.000000 Penalty: 5291.848145
	Iteration 4Q: 3 clusters Score -7988266 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -7988668.000000 Penalty: 5291.848145
	Iteration 5Q: 3 clusters Score -7988668 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -7989168.500000 Penalty: 5291.848145
	Iteration 6Q: 3 clusters Score -7989168 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -7989623.500000 Penalty: 5291.848145
	Iteration 7Q: 3 clusters Score -7989624 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -7990366.500000 Penalty: 5291.848145
	Iteration 8Q: 3 clusters Score -7990366 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -7991319.000000 Penalty: 5291.848145
	Iteration 9Q: 3 clusters Score -7991319 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7992499.500000 Penalty: 5291.848145
	Iteration 10Q: 3 clusters Score -7992500 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -7993716.500000 Penalty: 5291.848145
	Iteration 11Q: 3 clusters Score -7993716 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -7995039.500000 Penalty: 5291.848145
	Iteration 12Q: 3 clusters Score -7995040 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -7996128.000000 Penalty: 5291.848145
	Iteration 13Q: 3 clusters Score -7996128 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -7996883.000000 Penalty: 5291.848145
	Iteration 14Q: 3 clusters Score -7996883 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7997356.500000 Penalty: 5291.848145
	Iteration 15Q: 3 clusters Score -7997356 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -7997702.500000 Penalty: 5291.848145
	Iteration 16Q: 3 clusters Score -7997702 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -7997901.500000 Penalty: 5291.848145
	Iteration 17Q: 3 clusters Score -7997902 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -7998106.500000 Penalty: 5291.848145
	Iteration 18Q: 3 clusters Score -7998106 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -7998282.500000 Penalty: 5291.848145
	Iteration 19Q: 3 clusters Score -7998282 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -7998478.500000 Penalty: 5291.848145
	Iteration 20F: 3 clusters Score -7998478 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -7998651.000000 Penalty: 5291.848145
	Iteration 21Q: 3 clusters Score -7998651 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -7998841.500000 Penalty: 5291.848145
	Iteration 22Q: 3 clusters Score -7998842 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7998997.500000 Penalty: 5291.848145
	Iteration 23Q: 3 clusters Score -7998998 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -7999150.500000 Penalty: 5291.848145
	Iteration 24Q: 3 clusters Score -7999150 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -7999308.000000 Penalty: 5291.848145
	Iteration 25Q: 3 clusters Score -7999308 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7999455.500000 Penalty: 5291.848145
	Iteration 26Q: 3 clusters Score -7999456 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -7999609.500000 Penalty: 5291.848145
	Iteration 27Q: 3 clusters Score -7999610 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -7999703.000000 Penalty: 5291.848145
	Iteration 28Q: 3 clusters Score -7999703 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -7999876.500000 Penalty: 5291.848145
	Iteration 29Q: 3 clusters Score -7999876 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7999997.000000 Penalty: 5291.848145
	Iteration 30Q: 3 clusters Score -7999997 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -8000128.500000 Penalty: 5291.848145
	Iteration 31Q: 3 clusters Score -8000128 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8000279.500000 Penalty: 5291.848145
	Iteration 32Q: 3 clusters Score -8000280 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -8000454.000000 Penalty: 5291.848145
	Iteration 33Q: 3 clusters Score -8000454 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8000599.500000 Penalty: 5291.848145
	Iteration 34Q: 3 clusters Score -8000600 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -8000730.000000 Penalty: 5291.848145
	Iteration 35Q: 3 clusters Score -8000730 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8000849.500000 Penalty: 5291.848145
	Iteration 36Q: 3 clusters Score -8000850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8000970.500000 Penalty: 5291.848145
	Iteration 37Q: 3 clusters Score -8000970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8001054.500000 Penalty: 5291.848145
	Iteration 38Q: 3 clusters Score -8001054 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8001147.000000 Penalty: 5291.848145
	Iteration 39Q: 3 clusters Score -8001147 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41388 members 
Entering Unmasked Estep 
Score: -8001211.500000 Penalty: 5291.848145
	Iteration 40F: 3 clusters Score -8001212 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8001282.500000 Penalty: 5291.848145
	Iteration 41Q: 3 clusters Score -8001282 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8001321.500000 Penalty: 5291.848145
	Iteration 42Q: 3 clusters Score -8001322 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8001372.500000 Penalty: 5291.848145
	Iteration 43Q: 3 clusters Score -8001372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -8001421.500000 Penalty: 5291.848145
	Iteration 44Q: 3 clusters Score -8001422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -8001463.000000 Penalty: 5291.848145
	Iteration 45Q: 3 clusters Score -8001463 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -8001495.000000 Penalty: 5291.848145
	Iteration 46Q: 3 clusters Score -8001495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8001530.500000 Penalty: 5291.848145
	Iteration 47Q: 3 clusters Score -8001530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8001554.000000 Penalty: 5291.848145
	Iteration 48Q: 3 clusters Score -8001554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -8001563.500000 Penalty: 5291.848145
	Iteration 49Q: 3 clusters Score -8001564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -8001570.500000 Penalty: 5291.848145
	Iteration 50Q: 3 clusters Score -8001570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -8001583.500000 Penalty: 5291.848145
	Iteration 51Q: 3 clusters Score -8001584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41937 members 
Entering Unmasked Estep 
Score: -8001597.000000 Penalty: 5291.848145
	Iteration 52Q: 3 clusters Score -8001597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -8001606.500000 Penalty: 5291.848145
	Iteration 53Q: 3 clusters Score -8001606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -8001621.000000 Penalty: 5291.848145
	Iteration 54Q: 3 clusters Score -8001621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8001620.500000 Penalty: 5291.848145
	Iteration 55Q: 3 clusters Score -8001620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -8001633.500000 Penalty: 5291.848145
	Iteration 56Q: 3 clusters Score -8001634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -8001639.500000 Penalty: 5291.848145
	Iteration 57Q: 3 clusters Score -8001640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8001651.000000 Penalty: 5291.848145
	Iteration 58Q: 3 clusters Score -8001651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8001653.500000 Penalty: 5291.848145
	Iteration 59Q: 3 clusters Score -8001654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8001670.000000 Penalty: 5291.848145
	Iteration 60F: 3 clusters Score -8001670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8001676.000000 Penalty: 5291.848145
	Iteration 61Q: 3 clusters Score -8001676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -8001681.000000 Penalty: 5291.848145
	Iteration 62Q: 3 clusters Score -8001681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8001687.000000 Penalty: 5291.848145
	Iteration 63Q: 3 clusters Score -8001687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8001694.500000 Penalty: 5291.848145
	Iteration 64Q: 3 clusters Score -8001694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -8001699.000000 Penalty: 5291.848145
	Iteration 65Q: 3 clusters Score -8001699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8001702.000000 Penalty: 5291.848145
	Iteration 66Q: 3 clusters Score -8001702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8001707.000000 Penalty: 5291.848145
	Iteration 67Q: 3 clusters Score -8001707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8001712.000000 Penalty: 5291.848145
	Iteration 68Q: 3 clusters Score -8001712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8001711.500000 Penalty: 5291.848145
	Iteration 69Q: 3 clusters Score -8001712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -8001715.000000 Penalty: 5291.848145
	Iteration 70Q: 3 clusters Score -8001715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8001730.000000 Penalty: 5291.848145
	Iteration 71Q: 3 clusters Score -8001730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 42101 members 
Entering Unmasked Estep 
Score: -8001732.000000 Penalty: 5291.848145
	Iteration 72Q: 3 clusters Score -8001732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -8001730.000000 Penalty: 5291.848145
	Iteration 73Q: 3 clusters Score -8001730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -8001747.500000 Penalty: 5291.848145
	Iteration 74Q: 3 clusters Score -8001748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8001750.500000 Penalty: 5291.848145
	Iteration 75Q: 3 clusters Score -8001750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8001752.000000 Penalty: 5291.848145
	Iteration 76Q: 3 clusters Score -8001752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8001757.500000 Penalty: 5291.848145
	Iteration 77Q: 3 clusters Score -8001758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8001764.000000 Penalty: 5291.848145
	Iteration 78Q: 3 clusters Score -8001764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -8001775.000000 Penalty: 5291.848145
	Iteration 79Q: 3 clusters Score -8001775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8001775.000000 Penalty: 5291.848145
	Iteration 80F: 3 clusters Score -8001775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8001784.500000 Penalty: 5291.848145
	Iteration 81Q: 3 clusters Score -8001784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8001782.000000 Penalty: 5291.848145
	Iteration 82Q: 3 clusters Score -8001782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -8001782.500000 Penalty: 5291.848145
	Iteration 83Q: 3 clusters Score -8001782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8001786.500000 Penalty: 5291.848145
	Iteration 84Q: 3 clusters Score -8001786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -8001788.000000 Penalty: 5291.848145
	Iteration 85Q: 3 clusters Score -8001788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -8001791.500000 Penalty: 5291.848145
	Iteration 86Q: 3 clusters Score -8001792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8001800.000000 Penalty: 5291.848145
	Iteration 87Q: 3 clusters Score -8001800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8001798.000000 Penalty: 5291.848145
	Iteration 88Q: 3 clusters Score -8001798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8001800.000000 Penalty: 5291.848145
	Iteration 89Q: 3 clusters Score -8001800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -8001798.500000 Penalty: 5291.848145
	Iteration 90Q: 3 clusters Score -8001798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8001799.000000 Penalty: 5291.848145
	Iteration 91Q: 3 clusters Score -8001799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8001812.000000 Penalty: 5291.848145
	Iteration 92Q: 3 clusters Score -8001812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8001811.000000 Penalty: 5291.848145
	Iteration 93Q: 3 clusters Score -8001811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8001811.000000 Penalty: 5291.848145
	Iteration 94Q: 3 clusters Score -8001811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8001814.000000 Penalty: 5291.848145
	Iteration 95Q: 3 clusters Score -8001814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8001810.500000 Penalty: 5291.848145
	Iteration 96Q: 3 clusters Score -8001810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -8001818.500000 Penalty: 5291.848145
	Iteration 97Q: 3 clusters Score -8001818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8001824.000000 Penalty: 5291.848145
	Iteration 98Q: 3 clusters Score -8001824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8001824.000000 Penalty: 5291.848145
	Iteration 99F: 3 clusters Score -8001824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Entering Unmasked Estep 
Score: -1212751.000000 Penalty: 2177.368408
	Iteration 0F: 2 clusters Score -1212751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1207294.500000 Penalty: 4354.736816
	Iteration 0F: 3 clusters Score -1207294 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1208636.875000 Penalty: 4354.736816
	Iteration 1F: 3 clusters Score -1208637 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1208890.375000 Penalty: 4354.736816
	Iteration 2F: 3 clusters Score -1208890 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1209084.375000 Penalty: 4354.736816
	Iteration 3F: 3 clusters Score -1209084 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1209232.000000 Penalty: 4354.736816
	Iteration 4Q: 3 clusters Score -1209232 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1209351.625000 Penalty: 4354.736816
	Iteration 5Q: 3 clusters Score -1209352 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1209449.625000 Penalty: 4354.736816
	Iteration 6Q: 3 clusters Score -1209450 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1209531.625000 Penalty: 4354.736816
	Iteration 7Q: 3 clusters Score -1209532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1209613.875000 Penalty: 4354.736816
	Iteration 8Q: 3 clusters Score -1209614 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1209677.250000 Penalty: 4354.736816
	Iteration 9Q: 3 clusters Score -1209677 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1209743.000000 Penalty: 4354.736816
	Iteration 10Q: 3 clusters Score -1209743 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1209813.875000 Penalty: 4354.736816
	Iteration 11Q: 3 clusters Score -1209814 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1209880.750000 Penalty: 4354.736816
	Iteration 12Q: 3 clusters Score -1209881 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1209931.500000 Penalty: 4354.736816
	Iteration 13Q: 3 clusters Score -1209932 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1209977.125000 Penalty: 4354.736816
	Iteration 14Q: 3 clusters Score -1209977 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1210016.750000 Penalty: 4354.736816
	Iteration 15Q: 3 clusters Score -1210017 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1210060.250000 Penalty: 4354.736816
	Iteration 16Q: 3 clusters Score -1210060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1210112.375000 Penalty: 4354.736816
	Iteration 17Q: 3 clusters Score -1210112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1210172.000000 Penalty: 4354.736816
	Iteration 18Q: 3 clusters Score -1210172 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1210224.750000 Penalty: 4354.736816
	Iteration 19Q: 3 clusters Score -1210225 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1210273.750000 Penalty: 4354.736816
	Iteration 20F: 3 clusters Score -1210274 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1210317.625000 Penalty: 4354.736816
	Iteration 21Q: 3 clusters Score -1210318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1210362.000000 Penalty: 4354.736816
	Iteration 22Q: 3 clusters Score -1210362 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1210399.875000 Penalty: 4354.736816
	Iteration 23Q: 3 clusters Score -1210400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1210439.125000 Penalty: 4354.736816
	Iteration 24Q: 3 clusters Score -1210439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1210473.500000 Penalty: 4354.736816
	Iteration 25Q: 3 clusters Score -1210474 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1210507.250000 Penalty: 4354.736816
	Iteration 26Q: 3 clusters Score -1210507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1210540.000000 Penalty: 4354.736816
	Iteration 27Q: 3 clusters Score -1210540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1210571.000000 Penalty: 4354.736816
	Iteration 28Q: 3 clusters Score -1210571 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1210604.250000 Penalty: 4354.736816
	Iteration 29Q: 3 clusters Score -1210604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1210628.625000 Penalty: 4354.736816
	Iteration 30Q: 3 clusters Score -1210629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1210646.250000 Penalty: 4354.736816
	Iteration 31Q: 3 clusters Score -1210646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1210661.625000 Penalty: 4354.736816
	Iteration 32Q: 3 clusters Score -1210662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1210673.750000 Penalty: 4354.736816
	Iteration 33Q: 3 clusters Score -1210674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1210685.750000 Penalty: 4354.736816
	Iteration 34Q: 3 clusters Score -1210686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1210688.375000 Penalty: 4354.736816
	Iteration 35Q: 3 clusters Score -1210688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1210695.375000 Penalty: 4354.736816
	Iteration 36Q: 3 clusters Score -1210695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1210699.375000 Penalty: 4354.736816
	Iteration 37Q: 3 clusters Score -1210699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1210699.500000 Penalty: 4354.736816
	Iteration 38Q: 3 clusters Score -1210700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1210701.500000 Penalty: 4354.736816
	Iteration 39Q: 3 clusters Score -1210702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1210706.875000 Penalty: 4354.736816
	Iteration 40F: 3 clusters Score -1210707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1210708.375000 Penalty: 4354.736816
	Iteration 41Q: 3 clusters Score -1210708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1210712.750000 Penalty: 4354.736816
	Iteration 42Q: 3 clusters Score -1210713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1210713.375000 Penalty: 4354.736816
	Iteration 43Q: 3 clusters Score -1210713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1210714.125000 Penalty: 4354.736816
	Iteration 44Q: 3 clusters Score -1210714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1210714.750000 Penalty: 4354.736816
	Iteration 45Q: 3 clusters Score -1210715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1210714.750000 Penalty: 4354.736816
	Iteration 46Q: 3 clusters Score -1210715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1210712.625000 Penalty: 4354.736816
	Iteration 47Q: 3 clusters Score -1210713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1210715.125000 Penalty: 4354.736816
	Iteration 48Q: 3 clusters Score -1210715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1210715.125000 Penalty: 4354.736816
	Iteration 49F: 3 clusters Score -1210715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Entering Unmasked Estep 
Score: -9589542.000000 Penalty: 2688.949219
	Iteration 0F: 2 clusters Score -9589542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -9560332.000000 Penalty: 5377.898438
	Iteration 0F: 3 clusters Score -9560332 nChanged 23641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -9573498.000000 Penalty: 5377.898438
	Iteration 1F: 3 clusters Score -9573498 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -9573992.000000 Penalty: 5377.898438
	Iteration 2Q: 3 clusters Score -9573992 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -9574464.000000 Penalty: 5377.898438
	Iteration 3Q: 3 clusters Score -9574464 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -9575051.000000 Penalty: 5377.898438
	Iteration 4Q: 3 clusters Score -9575051 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -9575883.000000 Penalty: 5377.898438
	Iteration 5Q: 3 clusters Score -9575883 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -9577136.000000 Penalty: 5377.898438
	Iteration 6F: 3 clusters Score -9577136 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -9579023.000000 Penalty: 5377.898438
	Iteration 7F: 3 clusters Score -9579023 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -9581518.000000 Penalty: 5377.898438
	Iteration 8F: 3 clusters Score -9581518 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -9584325.000000 Penalty: 5377.898438
	Iteration 9F: 3 clusters Score -9584325 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -9586931.000000 Penalty: 5377.898438
	Iteration 10F: 3 clusters Score -9586931 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -9588074.000000 Penalty: 5377.898438
	Iteration 11Q: 3 clusters Score -9588074 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -9588126.000000 Penalty: 5377.898438
	Iteration 12Q: 3 clusters Score -9588126 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9587910.000000 Penalty: 5377.898438
	Iteration 13Q: 3 clusters Score -9587910 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9587697.000000 Penalty: 5377.898438
	Iteration 14Q: 3 clusters Score -9587697 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9587629.000000 Penalty: 5377.898438
	Iteration 15Q: 3 clusters Score -9587629 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9587576.000000 Penalty: 5377.898438
	Iteration 16Q: 3 clusters Score -9587576 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9587558.000000 Penalty: 5377.898438
	Iteration 17Q: 3 clusters Score -9587558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9587552.000000 Penalty: 5377.898438
	Iteration 18Q: 3 clusters Score -9587552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9587557.000000 Penalty: 5377.898438
	Iteration 19Q: 3 clusters Score -9587557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9587540.000000 Penalty: 5377.898438
	Iteration 20F: 3 clusters Score -9587540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9587543.000000 Penalty: 5377.898438
	Iteration 21Q: 3 clusters Score -9587543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9587545.000000 Penalty: 5377.898438
	Iteration 22Q: 3 clusters Score -9587545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9587554.000000 Penalty: 5377.898438
	Iteration 23Q: 3 clusters Score -9587554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9587558.000000 Penalty: 5377.898438
	Iteration 24Q: 3 clusters Score -9587558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9587565.000000 Penalty: 5377.898438
	Iteration 25Q: 3 clusters Score -9587565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9587553.000000 Penalty: 5377.898438
	Iteration 26Q: 3 clusters Score -9587553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9587558.000000 Penalty: 5377.898438
	Iteration 27Q: 3 clusters Score -9587558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9587560.000000 Penalty: 5377.898438
	Iteration 28Q: 3 clusters Score -9587560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9587561.000000 Penalty: 5377.898438
	Iteration 29Q: 3 clusters Score -9587561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9587567.000000 Penalty: 5377.898438
	Iteration 30Q: 3 clusters Score -9587567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9587567.000000 Penalty: 5377.898438
	Iteration 31F: 3 clusters Score -9587567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -201775.968750 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -201776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -199709.781250 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -199709.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -200045.531250 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -200045.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -200175.609375 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -200175.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -200304.640625 Penalty: 3527.310059
	Iteration 3F: 3 clusters Score -200304.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -200443.531250 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -200443.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -200577.031250 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -200577 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -200670.328125 Penalty: 3527.310059
	Iteration 6F: 3 clusters Score -200670.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -200764.796875 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -200764.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -200867.875000 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -200867.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -200965.343750 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -200965.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -201047.453125 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -201047.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201100.484375 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -201100.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201131.609375 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -201131.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -201149.734375 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -201149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -201171.468750 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -201171.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -201188.593750 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -201188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -201201.890625 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -201201.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -201204.968750 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -201205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201206.906250 Penalty: 3527.310059
	Iteration 18Q: 3 clusters Score -201206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201209.234375 Penalty: 3527.310059
	Iteration 19Q: 3 clusters Score -201209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -201209.234375 Penalty: 3527.310059
	Iteration 20F: 3 clusters Score -201209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Entering Unmasked Estep 
Score: -8277917.000000 Penalty: 2653.583984
	Iteration 0F: 2 clusters Score -8277917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8248462.500000 Penalty: 5307.167969
	Iteration 0F: 3 clusters Score -8248462 nChanged 20205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8259564.500000 Penalty: 5307.167969
	Iteration 1F: 3 clusters Score -8259564 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -8260176.500000 Penalty: 5307.167969
	Iteration 2Q: 3 clusters Score -8260176 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -8260936.500000 Penalty: 5307.167969
	Iteration 3Q: 3 clusters Score -8260936 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -8261969.500000 Penalty: 5307.167969
	Iteration 4Q: 3 clusters Score -8261970 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -8263534.500000 Penalty: 5307.167969
	Iteration 5F: 3 clusters Score -8263534 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -8265959.500000 Penalty: 5307.167969
	Iteration 6F: 3 clusters Score -8265960 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -8269132.000000 Penalty: 5307.167969
	Iteration 7F: 3 clusters Score -8269132 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39780 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8272228.500000 Penalty: 5307.167969
	Iteration 8F: 3 clusters Score -8272228 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41846 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8274270.500000 Penalty: 5307.167969
	Iteration 9Q: 3 clusters Score -8274270 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8275196.500000 Penalty: 5307.167969
	Iteration 10Q: 3 clusters Score -8275196 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8275641.500000 Penalty: 5307.167969
	Iteration 11Q: 3 clusters Score -8275642 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8275868.000000 Penalty: 5307.167969
	Iteration 12Q: 3 clusters Score -8275868 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8275975.000000 Penalty: 5307.167969
	Iteration 13Q: 3 clusters Score -8275975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8276056.000000 Penalty: 5307.167969
	Iteration 14Q: 3 clusters Score -8276056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8276102.500000 Penalty: 5307.167969
	Iteration 15Q: 3 clusters Score -8276102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8276121.000000 Penalty: 5307.167969
	Iteration 16Q: 3 clusters Score -8276121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8276134.000000 Penalty: 5307.167969
	Iteration 17Q: 3 clusters Score -8276134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8276147.000000 Penalty: 5307.167969
	Iteration 18Q: 3 clusters Score -8276147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8276146.500000 Penalty: 5307.167969
	Iteration 19Q: 3 clusters Score -8276146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8276147.500000 Penalty: 5307.167969
	Iteration 20F: 3 clusters Score -8276148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8276148.500000 Penalty: 5307.167969
	Iteration 21Q: 3 clusters Score -8276148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8276151.500000 Penalty: 5307.167969
	Iteration 22Q: 3 clusters Score -8276152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8276152.500000 Penalty: 5307.167969
	Iteration 23Q: 3 clusters Score -8276152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8276153.000000 Penalty: 5307.167969
	Iteration 24Q: 3 clusters Score -8276153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8276157.500000 Penalty: 5307.167969
	Iteration 25Q: 3 clusters Score -8276158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8276157.500000 Penalty: 5307.167969
	Iteration 26F: 3 clusters Score -8276158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68752.140625 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68752.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -68926.101562 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68926.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69018.351562 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -69018.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69081.187500 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -69081.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -69155.898438 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -69155.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -69204.945312 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -69204.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69224.742188 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -69224.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69224.742188 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -69224.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -871563.187500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -871563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -867218.437500 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -867218.4 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -868160.875000 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -868160.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -868331.687500 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -868331.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -868435.125000 Penalty: 4193.837402
	Iteration 3Q: 3 clusters Score -868435.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -868507.187500 Penalty: 4193.837402
	Iteration 4Q: 3 clusters Score -868507.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -868560.375000 Penalty: 4193.837402
	Iteration 5Q: 3 clusters Score -868560.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -868596.062500 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -868596.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -868626.000000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -868626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -868647.937500 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -868647.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -868668.562500 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -868668.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -868685.062500 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -868685.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -868702.000000 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -868702 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -868714.687500 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -868714.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -868724.500000 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -868724.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -868734.625000 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -868734.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -868743.312500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -868743.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -868751.562500 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -868751.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -868760.375000 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -868760.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -868771.625000 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -868771.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -868780.812500 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -868780.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -868791.187500 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -868791.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -868799.375000 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -868799.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -868810.062500 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -868810.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -868818.062500 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -868818.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -868830.125000 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -868830.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -868841.625000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -868841.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -868852.750000 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -868852.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -868864.312500 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -868864.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -868879.437500 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -868879.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -868895.125000 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -868895.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -868908.437500 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -868908.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -868932.812500 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -868932.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -868959.625000 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -868959.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -868987.750000 Penalty: 4193.837402
	Iteration 33Q: 3 clusters Score -868987.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -869028.750000 Penalty: 4193.837402
	Iteration 34Q: 3 clusters Score -869028.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -869068.437500 Penalty: 4193.837402
	Iteration 35Q: 3 clusters Score -869068.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -869104.875000 Penalty: 4193.837402
	Iteration 36Q: 3 clusters Score -869104.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -869146.875000 Penalty: 4193.837402
	Iteration 37Q: 3 clusters Score -869146.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -869197.125000 Penalty: 4193.837402
	Iteration 38Q: 3 clusters Score -869197.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -869260.187500 Penalty: 4193.837402
	Iteration 39Q: 3 clusters Score -869260.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -869308.500000 Penalty: 4193.837402
	Iteration 40F: 3 clusters Score -869308.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -869347.750000 Penalty: 4193.837402
	Iteration 41Q: 3 clusters Score -869347.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -869392.562500 Penalty: 4193.837402
	Iteration 42Q: 3 clusters Score -869392.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -869450.812500 Penalty: 4193.837402
	Iteration 43Q: 3 clusters Score -869450.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -869493.500000 Penalty: 4193.837402
	Iteration 44Q: 3 clusters Score -869493.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -869526.250000 Penalty: 4193.837402
	Iteration 45Q: 3 clusters Score -869526.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -869563.500000 Penalty: 4193.837402
	Iteration 46Q: 3 clusters Score -869563.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -869591.875000 Penalty: 4193.837402
	Iteration 47Q: 3 clusters Score -869591.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -869626.062500 Penalty: 4193.837402
	Iteration 48Q: 3 clusters Score -869626.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -869653.000000 Penalty: 4193.837402
	Iteration 49Q: 3 clusters Score -869653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -869669.062500 Penalty: 4193.837402
	Iteration 50Q: 3 clusters Score -869669.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -869692.062500 Penalty: 4193.837402
	Iteration 51Q: 3 clusters Score -869692.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -869706.875000 Penalty: 4193.837402
	Iteration 52Q: 3 clusters Score -869706.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -869717.937500 Penalty: 4193.837402
	Iteration 53Q: 3 clusters Score -869717.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -869725.000000 Penalty: 4193.837402
	Iteration 54Q: 3 clusters Score -869725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -869732.562500 Penalty: 4193.837402
	Iteration 55Q: 3 clusters Score -869732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -869739.812500 Penalty: 4193.837402
	Iteration 56Q: 3 clusters Score -869739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -869747.250000 Penalty: 4193.837402
	Iteration 57Q: 3 clusters Score -869747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -869752.812500 Penalty: 4193.837402
	Iteration 58Q: 3 clusters Score -869752.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -869754.375000 Penalty: 4193.837402
	Iteration 59Q: 3 clusters Score -869754.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -869754.375000 Penalty: 4193.837402
	Iteration 60F: 3 clusters Score -869754.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57480 members 
Entering Unmasked Estep 
Score: -10775515.000000 Penalty: 2717.879639
	Iteration 0F: 2 clusters Score -1.077552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -10743711.000000 Penalty: 5435.759277
	Iteration 0F: 3 clusters Score -1.074371e+07 nChanged 26816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -10758819.000000 Penalty: 5435.759277
	Iteration 1F: 3 clusters Score -1.075882e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -10759430.000000 Penalty: 5435.759277
	Iteration 2Q: 3 clusters Score -1.075943e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -10759918.000000 Penalty: 5435.759277
	Iteration 3Q: 3 clusters Score -1.075992e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -10760479.000000 Penalty: 5435.759277
	Iteration 4Q: 3 clusters Score -1.076048e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -10761225.000000 Penalty: 5435.759277
	Iteration 5Q: 3 clusters Score -1.076122e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -10762223.000000 Penalty: 5435.759277
	Iteration 6Q: 3 clusters Score -1.076222e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -10763846.000000 Penalty: 5435.759277
	Iteration 7F: 3 clusters Score -1.076385e+07 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -10766291.000000 Penalty: 5435.759277
	Iteration 8F: 3 clusters Score -1.076629e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -10768402.000000 Penalty: 5435.759277
	Iteration 9F: 3 clusters Score -1.07684e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -10771002.000000 Penalty: 5435.759277
	Iteration 10F: 3 clusters Score -1.0771e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51916 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -10772342.000000 Penalty: 5435.759277
	Iteration 11Q: 3 clusters Score -1.077234e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -10772906.000000 Penalty: 5435.759277
	Iteration 12Q: 3 clusters Score -1.077291e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10773207.000000 Penalty: 5435.759277
	Iteration 13Q: 3 clusters Score -1.077321e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10773434.000000 Penalty: 5435.759277
	Iteration 14Q: 3 clusters Score -1.077343e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55380 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -10773497.000000 Penalty: 5435.759277
	Iteration 15Q: 3 clusters Score -1.07735e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -10773508.000000 Penalty: 5435.759277
	Iteration 16Q: 3 clusters Score -1.077351e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10773500.000000 Penalty: 5435.759277
	Iteration 17Q: 3 clusters Score -1.07735e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55963 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -10773530.000000 Penalty: 5435.759277
	Iteration 18Q: 3 clusters Score -1.077353e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56077 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10773536.000000 Penalty: 5435.759277
	Iteration 19Q: 3 clusters Score -1.077354e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56161 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10773569.000000 Penalty: 5435.759277
	Iteration 20F: 3 clusters Score -1.077357e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56229 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -10773579.000000 Penalty: 5435.759277
	Iteration 21Q: 3 clusters Score -1.077358e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -10773596.000000 Penalty: 5435.759277
	Iteration 22Q: 3 clusters Score -1.07736e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56324 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10773598.000000 Penalty: 5435.759277
	Iteration 23Q: 3 clusters Score -1.07736e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10773590.000000 Penalty: 5435.759277
	Iteration 24Q: 3 clusters Score -1.077359e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10773599.000000 Penalty: 5435.759277
	Iteration 25Q: 3 clusters Score -1.07736e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10773614.000000 Penalty: 5435.759277
	Iteration 26Q: 3 clusters Score -1.077361e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10773615.000000 Penalty: 5435.759277
	Iteration 27Q: 3 clusters Score -1.077362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56461 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -10773622.000000 Penalty: 5435.759277
	Iteration 28Q: 3 clusters Score -1.077362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10773625.000000 Penalty: 5435.759277
	Iteration 29Q: 3 clusters Score -1.077362e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56476 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -10773629.000000 Penalty: 5435.759277
	Iteration 30Q: 3 clusters Score -1.077363e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10773632.000000 Penalty: 5435.759277
	Iteration 31Q: 3 clusters Score -1.077363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -10773622.000000 Penalty: 5435.759277
	Iteration 32Q: 3 clusters Score -1.077362e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10773623.000000 Penalty: 5435.759277
	Iteration 33Q: 3 clusters Score -1.077362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10773621.000000 Penalty: 5435.759277
	Iteration 34Q: 3 clusters Score -1.077362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10773616.000000 Penalty: 5435.759277
	Iteration 35Q: 3 clusters Score -1.077362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10773616.000000 Penalty: 5435.759277
	Iteration 36Q: 3 clusters Score -1.077362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10773616.000000 Penalty: 5435.759277
	Iteration 37F: 3 clusters Score -1.077362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Entering Unmasked Estep 
Score: -405247.031250 Penalty: 1920.007935
	Iteration 0F: 2 clusters Score -405247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -402431.000000 Penalty: 3840.015869
	Iteration 0F: 3 clusters Score -402431 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -402947.093750 Penalty: 3840.015869
	Iteration 1F: 3 clusters Score -402947.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -403121.500000 Penalty: 3840.015869
	Iteration 2F: 3 clusters Score -403121.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -403253.093750 Penalty: 3840.015869
	Iteration 3F: 3 clusters Score -403253.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -403357.937500 Penalty: 3840.015869
	Iteration 4Q: 3 clusters Score -403357.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -403435.250000 Penalty: 3840.015869
	Iteration 5Q: 3 clusters Score -403435.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -403482.843750 Penalty: 3840.015869
	Iteration 6Q: 3 clusters Score -403482.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -403526.531250 Penalty: 3840.015869
	Iteration 7Q: 3 clusters Score -403526.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -403567.312500 Penalty: 3840.015869
	Iteration 8Q: 3 clusters Score -403567.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -403597.437500 Penalty: 3840.015869
	Iteration 9Q: 3 clusters Score -403597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -403622.718750 Penalty: 3840.015869
	Iteration 10Q: 3 clusters Score -403622.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -403652.000000 Penalty: 3840.015869
	Iteration 11Q: 3 clusters Score -403652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -403677.187500 Penalty: 3840.015869
	Iteration 12Q: 3 clusters Score -403677.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -403700.687500 Penalty: 3840.015869
	Iteration 13Q: 3 clusters Score -403700.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -403716.000000 Penalty: 3840.015869
	Iteration 14Q: 3 clusters Score -403716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -403728.406250 Penalty: 3840.015869
	Iteration 15Q: 3 clusters Score -403728.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -403738.125000 Penalty: 3840.015869
	Iteration 16Q: 3 clusters Score -403738.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -403743.500000 Penalty: 3840.015869
	Iteration 17Q: 3 clusters Score -403743.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -403747.281250 Penalty: 3840.015869
	Iteration 18Q: 3 clusters Score -403747.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -403752.093750 Penalty: 3840.015869
	Iteration 19Q: 3 clusters Score -403752.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -403759.406250 Penalty: 3840.015869
	Iteration 20F: 3 clusters Score -403759.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -403764.593750 Penalty: 3840.015869
	Iteration 21Q: 3 clusters Score -403764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -403772.062500 Penalty: 3840.015869
	Iteration 22Q: 3 clusters Score -403772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -403777.062500 Penalty: 3840.015869
	Iteration 23Q: 3 clusters Score -403777.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -403780.531250 Penalty: 3840.015869
	Iteration 24Q: 3 clusters Score -403780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -403784.281250 Penalty: 3840.015869
	Iteration 25Q: 3 clusters Score -403784.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -403788.187500 Penalty: 3840.015869
	Iteration 26Q: 3 clusters Score -403788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -403791.281250 Penalty: 3840.015869
	Iteration 27Q: 3 clusters Score -403791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -403794.125000 Penalty: 3840.015869
	Iteration 28Q: 3 clusters Score -403794.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -403796.562500 Penalty: 3840.015869
	Iteration 29Q: 3 clusters Score -403796.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -403797.375000 Penalty: 3840.015869
	Iteration 30Q: 3 clusters Score -403797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -403797.375000 Penalty: 3840.015869
	Iteration 31F: 3 clusters Score -403797.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 50850 members 
Mstep: Class 4 contains 45350 members 
Mstep: Class 5 contains 26049 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18738 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 45949 members 
Mstep: Class 11 contains 48733 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 39664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28797 members 
Mstep: Class 17 contains 28431 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 43004 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 51151 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44353 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4700 members 
Mstep: Class 27 contains 57480 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127536.000000 Penalty: 90551.781250
Iteration 159Q: 28 clusters Score -1.371275e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 49609 members 
Mstep: Class 3 contains 50875 members 
Mstep: Class 4 contains 45389 members 
Mstep: Class 5 contains 26001 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 45974 members 
Mstep: Class 11 contains 48857 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 39621 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28776 members 
Mstep: Class 17 contains 28349 members 
Mstep: Class 18 contains 45316 members 
Mstep: Class 19 contains 42913 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 51136 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44406 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4723 members 
Mstep: Class 27 contains 57547 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127392.000000 Penalty: 90551.781250
Iteration 160F: 28 clusters Score -1.371274e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 49593 members 
Mstep: Class 3 contains 50903 members 
Mstep: Class 4 contains 45400 members 
Mstep: Class 5 contains 25950 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 45971 members 
Mstep: Class 11 contains 48980 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52525 members 
Mstep: Class 14 contains 39579 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28752 members 
Mstep: Class 17 contains 28280 members 
Mstep: Class 18 contains 45313 members 
Mstep: Class 19 contains 42832 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 51144 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44437 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4740 members 
Mstep: Class 27 contains 57598 members 
Mstep: Class 28 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127568.000000 Penalty: 90551.781250
Iteration 161Q: 28 clusters Score -1.371276e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 49590 members 
Mstep: Class 3 contains 50960 members 
Mstep: Class 4 contains 45415 members 
Mstep: Class 5 contains 25897 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2302 members 
Mstep: Class 10 contains 45969 members 
Mstep: Class 11 contains 49119 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52510 members 
Mstep: Class 14 contains 39524 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28723 members 
Mstep: Class 17 contains 28198 members 
Mstep: Class 18 contains 45351 members 
Mstep: Class 19 contains 42739 members 
Mstep: Class 20 contains 6497 members 
Mstep: Class 21 contains 51134 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44485 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 27 contains 57615 members 
Mstep: Class 28 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127152.000000 Penalty: 90551.781250
Iteration 162Q: 28 clusters Score -1.371272e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 49601 members 
Mstep: Class 3 contains 50983 members 
Mstep: Class 4 contains 45439 members 
Mstep: Class 5 contains 25836 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 45931 members 
Mstep: Class 11 contains 49234 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52469 members 
Mstep: Class 14 contains 39471 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28712 members 
Mstep: Class 17 contains 28130 members 
Mstep: Class 18 contains 45393 members 
Mstep: Class 19 contains 42609 members 
Mstep: Class 20 contains 6494 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44503 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 27 contains 57709 members 
Mstep: Class 28 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127024.000000 Penalty: 90551.781250
Iteration 163Q: 28 clusters Score -1.37127e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49885 members 
Mstep: Class 2 contains 49629 members 
Mstep: Class 3 contains 50975 members 
Mstep: Class 4 contains 45492 members 
Mstep: Class 5 contains 25796 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18728 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 45960 members 
Mstep: Class 11 contains 49328 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52486 members 
Mstep: Class 14 contains 39408 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28705 members 
Mstep: Class 17 contains 28066 members 
Mstep: Class 18 contains 45422 members 
Mstep: Class 19 contains 42532 members 
Mstep: Class 20 contains 6488 members 
Mstep: Class 21 contains 51149 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44449 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4775 members 
Mstep: Class 27 contains 57760 members 
Mstep: Class 28 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126832.000000 Penalty: 90551.781250
Iteration 164Q: 28 clusters Score -1.371268e+08 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 49638 members 
Mstep: Class 3 contains 50947 members 
Mstep: Class 4 contains 45536 members 
Mstep: Class 5 contains 25751 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18724 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 46010 members 
Mstep: Class 11 contains 49391 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52550 members 
Mstep: Class 14 contains 39356 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28703 members 
Mstep: Class 17 contains 27991 members 
Mstep: Class 18 contains 45449 members 
Mstep: Class 19 contains 42448 members 
Mstep: Class 20 contains 6478 members 
Mstep: Class 21 contains 51162 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44395 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 27 contains 57819 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126864.000000 Penalty: 90551.781250
Iteration 165Q: 28 clusters Score -1.371269e+08 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 49649 members 
Mstep: Class 3 contains 50933 members 
Mstep: Class 4 contains 45592 members 
Mstep: Class 5 contains 25707 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18720 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 10 contains 46083 members 
Mstep: Class 11 contains 49447 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52621 members 
Mstep: Class 14 contains 39305 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28696 members 
Mstep: Class 17 contains 27936 members 
Mstep: Class 18 contains 45459 members 
Mstep: Class 19 contains 42343 members 
Mstep: Class 20 contains 6470 members 
Mstep: Class 21 contains 51174 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44293 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 27 contains 57883 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126736.000000 Penalty: 90551.781250
Iteration 166Q: 28 clusters Score -1.371267e+08 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 49658 members 
Mstep: Class 3 contains 50925 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 25673 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 46126 members 
Mstep: Class 11 contains 49490 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52722 members 
Mstep: Class 14 contains 39237 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28672 members 
Mstep: Class 17 contains 27878 members 
Mstep: Class 18 contains 45450 members 
Mstep: Class 19 contains 42254 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 51191 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44224 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4810 members 
Mstep: Class 27 contains 57924 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126928.000000 Penalty: 90551.781250
Iteration 167Q: 28 clusters Score -1.371269e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 49693 members 
Mstep: Class 3 contains 50927 members 
Mstep: Class 4 contains 45654 members 
Mstep: Class 5 contains 25645 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18732 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 10 contains 46177 members 
Mstep: Class 11 contains 49554 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52834 members 
Mstep: Class 14 contains 39175 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28658 members 
Mstep: Class 17 contains 27802 members 
Mstep: Class 18 contains 45472 members 
Mstep: Class 19 contains 42157 members 
Mstep: Class 20 contains 6460 members 
Mstep: Class 21 contains 51215 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 44104 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 27 contains 58005 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126688.000000 Penalty: 90551.781250
Iteration 168Q: 28 clusters Score -1.371267e+08 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 49728 members 
Mstep: Class 3 contains 50943 members 
Mstep: Class 4 contains 45729 members 
Mstep: Class 5 contains 25602 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18735 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 46160 members 
Mstep: Class 11 contains 49615 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52889 members 
Mstep: Class 14 contains 39141 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28658 members 
Mstep: Class 17 contains 27740 members 
Mstep: Class 18 contains 45553 members 
Mstep: Class 19 contains 42024 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 51229 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43958 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 27 contains 58105 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126304.000000 Penalty: 90551.781250
Iteration 169Q: 28 clusters Score -1.371263e+08 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 49804 members 
Mstep: Class 3 contains 50945 members 
Mstep: Class 4 contains 45775 members 
Mstep: Class 5 contains 25552 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18757 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2309 members 
Mstep: Class 10 contains 46101 members 
Mstep: Class 11 contains 49687 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52883 members 
Mstep: Class 14 contains 39120 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28650 members 
Mstep: Class 17 contains 27661 members 
Mstep: Class 18 contains 45632 members 
Mstep: Class 19 contains 41937 members 
Mstep: Class 20 contains 6451 members 
Mstep: Class 21 contains 51236 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43848 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 27 contains 58197 members 
Mstep: Class 28 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125776.000000 Penalty: 90551.781250
Iteration 170Q: 28 clusters Score -1.371258e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 49837 members 
Mstep: Class 3 contains 50957 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 25514 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18780 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2308 members 
Mstep: Class 10 contains 45991 members 
Mstep: Class 11 contains 49759 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52908 members 
Mstep: Class 14 contains 39081 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28656 members 
Mstep: Class 17 contains 27607 members 
Mstep: Class 18 contains 45679 members 
Mstep: Class 19 contains 41837 members 
Mstep: Class 20 contains 6445 members 
Mstep: Class 21 contains 51250 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43742 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4840 members 
Mstep: Class 27 contains 58297 members 
Mstep: Class 28 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125968.000000 Penalty: 90551.781250
Iteration 171Q: 28 clusters Score -1.37126e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 49855 members 
Mstep: Class 3 contains 50928 members 
Mstep: Class 4 contains 45882 members 
Mstep: Class 5 contains 25466 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18824 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 45922 members 
Mstep: Class 11 contains 49844 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53042 members 
Mstep: Class 14 contains 39075 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28660 members 
Mstep: Class 17 contains 27554 members 
Mstep: Class 18 contains 45683 members 
Mstep: Class 19 contains 41687 members 
Mstep: Class 20 contains 6436 members 
Mstep: Class 21 contains 51253 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43628 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4848 members 
Mstep: Class 27 contains 58349 members 
Mstep: Class 28 contains 2305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125728.000000 Penalty: 90551.781250
Iteration 172Q: 28 clusters Score -1.371257e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 49796 members 
Mstep: Class 3 contains 50938 members 
Mstep: Class 4 contains 45929 members 
Mstep: Class 5 contains 25417 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18859 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 45884 members 
Mstep: Class 11 contains 49917 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53197 members 
Mstep: Class 14 contains 39084 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28660 members 
Mstep: Class 17 contains 27504 members 
Mstep: Class 18 contains 45688 members 
Mstep: Class 19 contains 41519 members 
Mstep: Class 20 contains 6428 members 
Mstep: Class 21 contains 51254 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43572 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4853 members 
Mstep: Class 27 contains 58439 members 
Mstep: Class 28 contains 2304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125696.000000 Penalty: 90551.781250
Iteration 173Q: 28 clusters Score -1.371257e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 49743 members 
Mstep: Class 3 contains 50947 members 
Mstep: Class 4 contains 45943 members 
Mstep: Class 5 contains 25387 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 45844 members 
Mstep: Class 11 contains 49990 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53302 members 
Mstep: Class 14 contains 39095 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28641 members 
Mstep: Class 17 contains 27465 members 
Mstep: Class 18 contains 45700 members 
Mstep: Class 19 contains 41347 members 
Mstep: Class 20 contains 6423 members 
Mstep: Class 21 contains 51256 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43531 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4861 members 
Mstep: Class 27 contains 58587 members 
Mstep: Class 28 contains 2303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125824.000000 Penalty: 90551.781250
Iteration 174Q: 28 clusters Score -1.371258e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50066 members 
Mstep: Class 2 contains 49708 members 
Mstep: Class 3 contains 50977 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18950 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2312 members 
Mstep: Class 10 contains 45829 members 
Mstep: Class 11 contains 50091 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53368 members 
Mstep: Class 14 contains 39078 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28628 members 
Mstep: Class 17 contains 27426 members 
Mstep: Class 18 contains 45718 members 
Mstep: Class 19 contains 41180 members 
Mstep: Class 20 contains 6413 members 
Mstep: Class 21 contains 51265 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43500 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4865 members 
Mstep: Class 27 contains 58696 members 
Mstep: Class 28 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125712.000000 Penalty: 90551.781250
Iteration 175Q: 28 clusters Score -1.371257e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 49680 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 45931 members 
Mstep: Class 5 contains 25278 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18978 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 45792 members 
Mstep: Class 11 contains 50190 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53429 members 
Mstep: Class 14 contains 39069 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28620 members 
Mstep: Class 17 contains 27377 members 
Mstep: Class 18 contains 45747 members 
Mstep: Class 19 contains 40988 members 
Mstep: Class 20 contains 6414 members 
Mstep: Class 21 contains 51252 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43487 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4869 members 
Mstep: Class 27 contains 58818 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125936.000000 Penalty: 90551.781250
Iteration 176Q: 28 clusters Score -1.371259e+08 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50029 members 
Mstep: Class 2 contains 49701 members 
Mstep: Class 3 contains 51147 members 
Mstep: Class 4 contains 45909 members 
Mstep: Class 5 contains 25222 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 50315 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53508 members 
Mstep: Class 14 contains 39053 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28600 members 
Mstep: Class 17 contains 27343 members 
Mstep: Class 18 contains 45785 members 
Mstep: Class 19 contains 40761 members 
Mstep: Class 20 contains 6415 members 
Mstep: Class 21 contains 51234 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43496 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4879 members 
Mstep: Class 27 contains 58885 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126272.000000 Penalty: 90551.781250
Iteration 177Q: 28 clusters Score -1.371263e+08 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 49751 members 
Mstep: Class 3 contains 51216 members 
Mstep: Class 4 contains 45913 members 
Mstep: Class 5 contains 25173 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19022 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 45733 members 
Mstep: Class 11 contains 50380 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53545 members 
Mstep: Class 14 contains 39007 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28591 members 
Mstep: Class 17 contains 27297 members 
Mstep: Class 18 contains 45762 members 
Mstep: Class 19 contains 40585 members 
Mstep: Class 20 contains 6404 members 
Mstep: Class 21 contains 51221 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43495 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4885 members 
Mstep: Class 27 contains 58996 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126464.000000 Penalty: 90551.781250
Iteration 178Q: 28 clusters Score -1.371265e+08 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 49734 members 
Mstep: Class 3 contains 51235 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 25137 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 45754 members 
Mstep: Class 11 contains 50434 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53582 members 
Mstep: Class 14 contains 38960 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28589 members 
Mstep: Class 17 contains 27252 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 40373 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 51227 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43512 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 27 contains 59114 members 
Mstep: Class 28 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126032.000000 Penalty: 90551.781250
Iteration 179Q: 28 clusters Score -1.37126e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 49710 members 
Mstep: Class 3 contains 51302 members 
Mstep: Class 4 contains 45960 members 
Mstep: Class 5 contains 25099 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19055 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2321 members 
Mstep: Class 10 contains 45768 members 
Mstep: Class 11 contains 50484 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53661 members 
Mstep: Class 14 contains 38915 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28587 members 
Mstep: Class 17 contains 27230 members 
Mstep: Class 18 contains 45707 members 
Mstep: Class 19 contains 40122 members 
Mstep: Class 20 contains 6387 members 
Mstep: Class 21 contains 51233 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43518 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 27 contains 59251 members 
Mstep: Class 28 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125824.000000 Penalty: 90551.781250
Iteration 180F: 28 clusters Score -1.371258e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 49701 members 
Mstep: Class 3 contains 51374 members 
Mstep: Class 4 contains 45956 members 
Mstep: Class 5 contains 25053 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19088 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 45786 members 
Mstep: Class 11 contains 50525 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53723 members 
Mstep: Class 14 contains 38901 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28587 members 
Mstep: Class 17 contains 27210 members 
Mstep: Class 18 contains 45663 members 
Mstep: Class 19 contains 39863 members 
Mstep: Class 20 contains 6381 members 
Mstep: Class 21 contains 51228 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43489 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4911 members 
Mstep: Class 27 contains 59343 members 
Mstep: Class 28 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125744.000000 Penalty: 90551.781250
Iteration 181Q: 28 clusters Score -1.371257e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 49669 members 
Mstep: Class 3 contains 51434 members 
Mstep: Class 4 contains 45958 members 
Mstep: Class 5 contains 25018 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19120 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 45844 members 
Mstep: Class 11 contains 50539 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53816 members 
Mstep: Class 14 contains 38861 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28570 members 
Mstep: Class 17 contains 27189 members 
Mstep: Class 18 contains 45683 members 
Mstep: Class 19 contains 39622 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 51222 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43475 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4921 members 
Mstep: Class 27 contains 59406 members 
Mstep: Class 28 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125760.000000 Penalty: 90551.781250
Iteration 182Q: 28 clusters Score -1.371258e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 49653 members 
Mstep: Class 3 contains 51471 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 24985 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19149 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2320 members 
Mstep: Class 10 contains 45913 members 
Mstep: Class 11 contains 50564 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53938 members 
Mstep: Class 14 contains 38811 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28548 members 
Mstep: Class 17 contains 27180 members 
Mstep: Class 18 contains 45722 members 
Mstep: Class 19 contains 39335 members 
Mstep: Class 20 contains 6378 members 
Mstep: Class 21 contains 51221 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43490 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 27 contains 59468 members 
Mstep: Class 28 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125824.000000 Penalty: 90551.781250
Iteration 183Q: 28 clusters Score -1.371258e+08 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 49661 members 
Mstep: Class 3 contains 51493 members 
Mstep: Class 4 contains 45952 members 
Mstep: Class 5 contains 24962 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19200 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 45998 members 
Mstep: Class 11 contains 50588 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54091 members 
Mstep: Class 14 contains 38751 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28542 members 
Mstep: Class 17 contains 27156 members 
Mstep: Class 18 contains 45723 members 
Mstep: Class 19 contains 39046 members 
Mstep: Class 20 contains 6369 members 
Mstep: Class 21 contains 51210 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43500 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4930 members 
Mstep: Class 27 contains 59491 members 
Mstep: Class 28 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125600.000000 Penalty: 90551.781250
Iteration 184Q: 28 clusters Score -1.371256e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50374 members 
Mstep: Class 2 contains 49632 members 
Mstep: Class 3 contains 51532 members 
Mstep: Class 4 contains 45948 members 
Mstep: Class 5 contains 24947 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19231 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 46054 members 
Mstep: Class 11 contains 50583 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54293 members 
Mstep: Class 14 contains 38707 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28534 members 
Mstep: Class 17 contains 27124 members 
Mstep: Class 18 contains 45730 members 
Mstep: Class 19 contains 38807 members 
Mstep: Class 20 contains 6363 members 
Mstep: Class 21 contains 51195 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43473 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4934 members 
Mstep: Class 27 contains 59559 members 
Mstep: Class 28 contains 2298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125296.000000 Penalty: 90551.781250
Iteration 185Q: 28 clusters Score -1.371253e+08 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 49632 members 
Mstep: Class 3 contains 51611 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 24921 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19277 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 46128 members 
Mstep: Class 11 contains 50594 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54440 members 
Mstep: Class 14 contains 38695 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28536 members 
Mstep: Class 17 contains 27087 members 
Mstep: Class 18 contains 45728 members 
Mstep: Class 19 contains 38561 members 
Mstep: Class 20 contains 6360 members 
Mstep: Class 21 contains 51181 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43422 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4943 members 
Mstep: Class 27 contains 59613 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125328.000000 Penalty: 90551.781250
Iteration 186Q: 28 clusters Score -1.371253e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 49598 members 
Mstep: Class 3 contains 51702 members 
Mstep: Class 4 contains 45936 members 
Mstep: Class 5 contains 24905 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19303 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 11 contains 50585 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54570 members 
Mstep: Class 14 contains 38684 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28534 members 
Mstep: Class 17 contains 27063 members 
Mstep: Class 18 contains 45782 members 
Mstep: Class 19 contains 38316 members 
Mstep: Class 20 contains 6361 members 
Mstep: Class 21 contains 51169 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43374 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 27 contains 59699 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125280.000000 Penalty: 90551.781250
Iteration 187Q: 28 clusters Score -1.371253e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50253 members 
Mstep: Class 2 contains 49636 members 
Mstep: Class 3 contains 51783 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 24886 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19318 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2326 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 50603 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54596 members 
Mstep: Class 14 contains 38678 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28516 members 
Mstep: Class 17 contains 27028 members 
Mstep: Class 18 contains 45879 members 
Mstep: Class 19 contains 38068 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 51140 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43326 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4963 members 
Mstep: Class 27 contains 59779 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125104.000000 Penalty: 90551.781250
Iteration 188Q: 28 clusters Score -1.371251e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 49672 members 
Mstep: Class 3 contains 51855 members 
Mstep: Class 4 contains 45927 members 
Mstep: Class 5 contains 24857 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 46340 members 
Mstep: Class 11 contains 50587 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54579 members 
Mstep: Class 14 contains 38669 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28502 members 
Mstep: Class 17 contains 27000 members 
Mstep: Class 18 contains 45954 members 
Mstep: Class 19 contains 37831 members 
Mstep: Class 20 contains 6366 members 
Mstep: Class 21 contains 51117 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43357 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4968 members 
Mstep: Class 27 contains 59893 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125216.000000 Penalty: 90551.781250
Iteration 189Q: 28 clusters Score -1.371252e+08 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 49746 members 
Mstep: Class 3 contains 51919 members 
Mstep: Class 4 contains 45931 members 
Mstep: Class 5 contains 24840 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19404 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2330 members 
Mstep: Class 10 contains 46363 members 
Mstep: Class 11 contains 50582 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54595 members 
Mstep: Class 14 contains 38657 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28492 members 
Mstep: Class 17 contains 26987 members 
Mstep: Class 18 contains 45980 members 
Mstep: Class 19 contains 37599 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 51080 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 43397 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 27 contains 59937 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125568.000000 Penalty: 90551.781250
Iteration 190Q: 28 clusters Score -1.371256e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 49772 members 
Mstep: Class 3 contains 51981 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 24805 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 46402 members 
Mstep: Class 11 contains 50593 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54625 members 
Mstep: Class 14 contains 38650 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28477 members 
Mstep: Class 17 contains 26979 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 37362 members 
Mstep: Class 20 contains 6368 members 
Mstep: Class 21 contains 51082 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43402 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 27 contains 59957 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125648.000000 Penalty: 90551.781250
Iteration 191Q: 28 clusters Score -1.371256e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 49719 members 
Mstep: Class 3 contains 52067 members 
Mstep: Class 4 contains 45967 members 
Mstep: Class 5 contains 24786 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19497 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2338 members 
Mstep: Class 10 contains 46449 members 
Mstep: Class 11 contains 50586 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54634 members 
Mstep: Class 14 contains 38645 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28483 members 
Mstep: Class 17 contains 26963 members 
Mstep: Class 18 contains 45999 members 
Mstep: Class 19 contains 37126 members 
Mstep: Class 20 contains 6375 members 
Mstep: Class 21 contains 51069 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43430 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 27 contains 60016 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125504.000000 Penalty: 90551.781250
Iteration 192Q: 28 clusters Score -1.371255e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 49727 members 
Mstep: Class 3 contains 52137 members 
Mstep: Class 4 contains 45988 members 
Mstep: Class 5 contains 24765 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19543 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2340 members 
Mstep: Class 10 contains 46491 members 
Mstep: Class 11 contains 50589 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54613 members 
Mstep: Class 14 contains 38673 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28475 members 
Mstep: Class 17 contains 26946 members 
Mstep: Class 18 contains 46000 members 
Mstep: Class 19 contains 36878 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 51051 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43411 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 27 contains 60083 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125424.000000 Penalty: 90551.781250
Iteration 193Q: 28 clusters Score -1.371254e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 49746 members 
Mstep: Class 3 contains 52176 members 
Mstep: Class 4 contains 46010 members 
Mstep: Class 5 contains 24732 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2342 members 
Mstep: Class 10 contains 46547 members 
Mstep: Class 11 contains 50592 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54654 members 
Mstep: Class 14 contains 38689 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28483 members 
Mstep: Class 17 contains 26944 members 
Mstep: Class 18 contains 45968 members 
Mstep: Class 19 contains 36633 members 
Mstep: Class 20 contains 6392 members 
Mstep: Class 21 contains 51037 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43425 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 27 contains 60097 members 
Mstep: Class 28 contains 2297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125504.000000 Penalty: 90551.781250
Iteration 194Q: 28 clusters Score -1.371255e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 49742 members 
Mstep: Class 3 contains 52232 members 
Mstep: Class 4 contains 46031 members 
Mstep: Class 5 contains 24709 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2343 members 
Mstep: Class 10 contains 46574 members 
Mstep: Class 11 contains 50604 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54673 members 
Mstep: Class 14 contains 38694 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28472 members 
Mstep: Class 17 contains 26946 members 
Mstep: Class 18 contains 45953 members 
Mstep: Class 19 contains 36398 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 51036 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43448 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 27 contains 60129 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125136.000000 Penalty: 90551.781250
Iteration 195Q: 28 clusters Score -1.371251e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 49757 members 
Mstep: Class 3 contains 52260 members 
Mstep: Class 4 contains 46054 members 
Mstep: Class 5 contains 24659 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19627 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 46589 members 
Mstep: Class 11 contains 50597 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54708 members 
Mstep: Class 14 contains 38681 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28466 members 
Mstep: Class 17 contains 26929 members 
Mstep: Class 18 contains 45931 members 
Mstep: Class 19 contains 36192 members 
Mstep: Class 20 contains 6394 members 
Mstep: Class 21 contains 51036 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43503 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4982 members 
Mstep: Class 27 contains 60173 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125376.000000 Penalty: 90551.781250
Iteration 196Q: 28 clusters Score -1.371254e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 49810 members 
Mstep: Class 3 contains 52269 members 
Mstep: Class 4 contains 46116 members 
Mstep: Class 5 contains 24611 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19669 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 46608 members 
Mstep: Class 11 contains 50588 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54760 members 
Mstep: Class 14 contains 38643 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28443 members 
Mstep: Class 17 contains 26911 members 
Mstep: Class 18 contains 45902 members 
Mstep: Class 19 contains 35979 members 
Mstep: Class 20 contains 6393 members 
Mstep: Class 21 contains 51020 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43558 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4985 members 
Mstep: Class 27 contains 60223 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125088.000000 Penalty: 90551.781250
Iteration 197Q: 28 clusters Score -1.371251e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 49867 members 
Mstep: Class 3 contains 52312 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 24548 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19705 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2344 members 
Mstep: Class 10 contains 46629 members 
Mstep: Class 11 contains 50587 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54847 members 
Mstep: Class 14 contains 38591 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28439 members 
Mstep: Class 17 contains 26897 members 
Mstep: Class 18 contains 45842 members 
Mstep: Class 19 contains 35782 members 
Mstep: Class 20 contains 6390 members 
Mstep: Class 21 contains 51010 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43612 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4989 members 
Mstep: Class 27 contains 60243 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125184.000000 Penalty: 90551.781250
Iteration 198Q: 28 clusters Score -1.371252e+08 nChanged 2141
Entering ConstructFrom: 
Score: -137125184.000000 Penalty: 90551.781250
Entering ConstructFrom: 
Trying to split cluster 1 (50596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Entering Unmasked Estep 
Score: -9561717.000000 Penalty: 2686.243652
	Iteration 0F: 2 clusters Score -9561717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -9531080.000000 Penalty: 5372.487305
	Iteration 0F: 3 clusters Score -9531080 nChanged 23327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9543960.000000 Penalty: 5372.487305
	Iteration 1F: 3 clusters Score -9543960 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -9544529.000000 Penalty: 5372.487305
	Iteration 2Q: 3 clusters Score -9544529 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -9545049.000000 Penalty: 5372.487305
	Iteration 3Q: 3 clusters Score -9545049 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -9545635.000000 Penalty: 5372.487305
	Iteration 4Q: 3 clusters Score -9545635 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -9546309.000000 Penalty: 5372.487305
	Iteration 5Q: 3 clusters Score -9546309 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -9547112.000000 Penalty: 5372.487305
	Iteration 6Q: 3 clusters Score -9547112 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9548294.000000 Penalty: 5372.487305
	Iteration 7Q: 3 clusters Score -9548294 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -9549939.000000 Penalty: 5372.487305
	Iteration 8F: 3 clusters Score -9549939 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -9552387.000000 Penalty: 5372.487305
	Iteration 9F: 3 clusters Score -9552387 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -9555203.000000 Penalty: 5372.487305
	Iteration 10F: 3 clusters Score -9555203 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -9557561.000000 Penalty: 5372.487305
	Iteration 11F: 3 clusters Score -9557561 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9558808.000000 Penalty: 5372.487305
	Iteration 12Q: 3 clusters Score -9558808 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9559185.000000 Penalty: 5372.487305
	Iteration 13Q: 3 clusters Score -9559185 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -9559305.000000 Penalty: 5372.487305
	Iteration 14Q: 3 clusters Score -9559305 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -9559413.000000 Penalty: 5372.487305
	Iteration 15Q: 3 clusters Score -9559413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9559475.000000 Penalty: 5372.487305
	Iteration 16Q: 3 clusters Score -9559475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9559505.000000 Penalty: 5372.487305
	Iteration 17Q: 3 clusters Score -9559505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9559531.000000 Penalty: 5372.487305
	Iteration 18Q: 3 clusters Score -9559531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -9559553.000000 Penalty: 5372.487305
	Iteration 19Q: 3 clusters Score -9559553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 50331 members 
Entering Unmasked Estep 
Score: -9559556.000000 Penalty: 5372.487305
	Iteration 20F: 3 clusters Score -9559556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -9559576.000000 Penalty: 5372.487305
	Iteration 21Q: 3 clusters Score -9559576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -9559583.000000 Penalty: 5372.487305
	Iteration 22Q: 3 clusters Score -9559583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9559590.000000 Penalty: 5372.487305
	Iteration 23Q: 3 clusters Score -9559590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9559600.000000 Penalty: 5372.487305
	Iteration 24Q: 3 clusters Score -9559600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -9559604.000000 Penalty: 5372.487305
	Iteration 25Q: 3 clusters Score -9559604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -9559602.000000 Penalty: 5372.487305
	Iteration 26Q: 3 clusters Score -9559602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -9559602.000000 Penalty: 5372.487305
	Iteration 27F: 3 clusters Score -9559602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Entering Unmasked Estep 
Score: -9444616.000000 Penalty: 2682.808594
	Iteration 0F: 2 clusters Score -9444616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -9415262.000000 Penalty: 5365.617188
	Iteration 0F: 3 clusters Score -9415262 nChanged 22994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9428113.000000 Penalty: 5365.617188
	Iteration 1F: 3 clusters Score -9428113 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -9428735.000000 Penalty: 5365.617188
	Iteration 2Q: 3 clusters Score -9428735 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -9429371.000000 Penalty: 5365.617188
	Iteration 3Q: 3 clusters Score -9429371 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -9429900.000000 Penalty: 5365.617188
	Iteration 4Q: 3 clusters Score -9429900 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -9430524.000000 Penalty: 5365.617188
	Iteration 5Q: 3 clusters Score -9430524 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -9431388.000000 Penalty: 5365.617188
	Iteration 6Q: 3 clusters Score -9431388 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -9432221.000000 Penalty: 5365.617188
	Iteration 7Q: 3 clusters Score -9432221 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -9433426.000000 Penalty: 5365.617188
	Iteration 8Q: 3 clusters Score -9433426 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -9434974.000000 Penalty: 5365.617188
	Iteration 9F: 3 clusters Score -9434974 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -9436687.000000 Penalty: 5365.617188
	Iteration 10F: 3 clusters Score -9436687 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -9438607.000000 Penalty: 5365.617188
	Iteration 11F: 3 clusters Score -9438607 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -9440311.000000 Penalty: 5365.617188
	Iteration 12Q: 3 clusters Score -9440311 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -9441449.000000 Penalty: 5365.617188
	Iteration 13Q: 3 clusters Score -9441449 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9441974.000000 Penalty: 5365.617188
	Iteration 14Q: 3 clusters Score -9441974 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9442245.000000 Penalty: 5365.617188
	Iteration 15Q: 3 clusters Score -9442245 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9442310.000000 Penalty: 5365.617188
	Iteration 16Q: 3 clusters Score -9442310 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9442290.000000 Penalty: 5365.617188
	Iteration 17Q: 3 clusters Score -9442290 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9442342.000000 Penalty: 5365.617188
	Iteration 18Q: 3 clusters Score -9442342 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9442361.000000 Penalty: 5365.617188
	Iteration 19Q: 3 clusters Score -9442361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9442370.000000 Penalty: 5365.617188
	Iteration 20F: 3 clusters Score -9442370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9442398.000000 Penalty: 5365.617188
	Iteration 21Q: 3 clusters Score -9442398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9442405.000000 Penalty: 5365.617188
	Iteration 22Q: 3 clusters Score -9442405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9442408.000000 Penalty: 5365.617188
	Iteration 23Q: 3 clusters Score -9442408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9442410.000000 Penalty: 5365.617188
	Iteration 24Q: 3 clusters Score -9442410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49601 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9442410.000000 Penalty: 5365.617188
	Iteration 25Q: 3 clusters Score -9442410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9442415.000000 Penalty: 5365.617188
	Iteration 26Q: 3 clusters Score -9442415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9442415.000000 Penalty: 5365.617188
	Iteration 27F: 3 clusters Score -9442415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Entering Unmasked Estep 
Score: -9786485.000000 Penalty: 2694.738037
	Iteration 0F: 2 clusters Score -9786485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -9755384.000000 Penalty: 5389.476074
	Iteration 0F: 3 clusters Score -9755384 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -9769295.000000 Penalty: 5389.476074
	Iteration 1F: 3 clusters Score -9769295 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9770420.000000 Penalty: 5389.476074
	Iteration 2Q: 3 clusters Score -9770420 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -9771859.000000 Penalty: 5389.476074
	Iteration 3Q: 3 clusters Score -9771859 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -9773723.000000 Penalty: 5389.476074
	Iteration 4F: 3 clusters Score -9773723 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -9776043.000000 Penalty: 5389.476074
	Iteration 5F: 3 clusters Score -9776043 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -9778888.000000 Penalty: 5389.476074
	Iteration 6F: 3 clusters Score -9778888 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -9781954.000000 Penalty: 5389.476074
	Iteration 7F: 3 clusters Score -9781954 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -9784107.000000 Penalty: 5389.476074
	Iteration 8F: 3 clusters Score -9784107 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -9785205.000000 Penalty: 5389.476074
	Iteration 9Q: 3 clusters Score -9785205 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9785807.000000 Penalty: 5389.476074
	Iteration 10Q: 3 clusters Score -9785807 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -9786145.000000 Penalty: 5389.476074
	Iteration 11Q: 3 clusters Score -9786145 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -9786350.000000 Penalty: 5389.476074
	Iteration 12Q: 3 clusters Score -9786350 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -9786612.000000 Penalty: 5389.476074
	Iteration 13Q: 3 clusters Score -9786612 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -9786765.000000 Penalty: 5389.476074
	Iteration 14Q: 3 clusters Score -9786765 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -9786900.000000 Penalty: 5389.476074
	Iteration 15Q: 3 clusters Score -9786900 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -9786962.000000 Penalty: 5389.476074
	Iteration 16Q: 3 clusters Score -9786962 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -9787023.000000 Penalty: 5389.476074
	Iteration 17Q: 3 clusters Score -9787023 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -9787097.000000 Penalty: 5389.476074
	Iteration 18Q: 3 clusters Score -9787097 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -9787143.000000 Penalty: 5389.476074
	Iteration 19Q: 3 clusters Score -9787143 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -9787237.000000 Penalty: 5389.476074
	Iteration 20F: 3 clusters Score -9787237 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -9787301.000000 Penalty: 5389.476074
	Iteration 21Q: 3 clusters Score -9787301 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
Score: -9787354.000000 Penalty: 5389.476074
	Iteration 22Q: 3 clusters Score -9787354 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -9787382.000000 Penalty: 5389.476074
	Iteration 23Q: 3 clusters Score -9787382 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -9787438.000000 Penalty: 5389.476074
	Iteration 24Q: 3 clusters Score -9787438 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -9787519.000000 Penalty: 5389.476074
	Iteration 25Q: 3 clusters Score -9787519 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -9787538.000000 Penalty: 5389.476074
	Iteration 26Q: 3 clusters Score -9787538 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -9787582.000000 Penalty: 5389.476074
	Iteration 27Q: 3 clusters Score -9787582 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -9787631.000000 Penalty: 5389.476074
	Iteration 28Q: 3 clusters Score -9787631 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -9787612.000000 Penalty: 5389.476074
	Iteration 29Q: 3 clusters Score -9787612 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -9787628.000000 Penalty: 5389.476074
	Iteration 30Q: 3 clusters Score -9787628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -9787672.000000 Penalty: 5389.476074
	Iteration 31Q: 3 clusters Score -9787672 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -9787706.000000 Penalty: 5389.476074
	Iteration 32Q: 3 clusters Score -9787706 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -9787724.000000 Penalty: 5389.476074
	Iteration 33Q: 3 clusters Score -9787724 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -9787737.000000 Penalty: 5389.476074
	Iteration 34Q: 3 clusters Score -9787737 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -9787768.000000 Penalty: 5389.476074
	Iteration 35Q: 3 clusters Score -9787768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -9787764.000000 Penalty: 5389.476074
	Iteration 36Q: 3 clusters Score -9787764 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -9787771.000000 Penalty: 5389.476074
	Iteration 37Q: 3 clusters Score -9787771 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -9787746.000000 Penalty: 5389.476074
	Iteration 38Q: 3 clusters Score -9787746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -9787751.000000 Penalty: 5389.476074
	Iteration 39Q: 3 clusters Score -9787751 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -9787742.000000 Penalty: 5389.476074
	Iteration 40F: 3 clusters Score -9787742 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -9787734.000000 Penalty: 5389.476074
	Iteration 41Q: 3 clusters Score -9787734 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -9787755.000000 Penalty: 5389.476074
	Iteration 42Q: 3 clusters Score -9787755 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -9787754.000000 Penalty: 5389.476074
	Iteration 43Q: 3 clusters Score -9787754 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -9787761.000000 Penalty: 5389.476074
	Iteration 44Q: 3 clusters Score -9787761 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -9787758.000000 Penalty: 5389.476074
	Iteration 45Q: 3 clusters Score -9787758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -9787762.000000 Penalty: 5389.476074
	Iteration 46Q: 3 clusters Score -9787762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -9787792.000000 Penalty: 5389.476074
	Iteration 47Q: 3 clusters Score -9787792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -9787767.000000 Penalty: 5389.476074
	Iteration 48Q: 3 clusters Score -9787767 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -9787735.000000 Penalty: 5389.476074
	Iteration 49Q: 3 clusters Score -9787735 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -9787747.000000 Penalty: 5389.476074
	Iteration 50Q: 3 clusters Score -9787747 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -9787711.000000 Penalty: 5389.476074
	Iteration 51Q: 3 clusters Score -9787711 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -9787724.000000 Penalty: 5389.476074
	Iteration 52Q: 3 clusters Score -9787724 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -9787708.000000 Penalty: 5389.476074
	Iteration 53Q: 3 clusters Score -9787708 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -9787720.000000 Penalty: 5389.476074
	Iteration 54Q: 3 clusters Score -9787720 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -9787697.000000 Penalty: 5389.476074
	Iteration 55Q: 3 clusters Score -9787697 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -9787707.000000 Penalty: 5389.476074
	Iteration 56Q: 3 clusters Score -9787707 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -9787692.000000 Penalty: 5389.476074
	Iteration 57Q: 3 clusters Score -9787692 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 46672 members 
Entering Unmasked Estep 
Score: -9787644.000000 Penalty: 5389.476074
	Iteration 58Q: 3 clusters Score -9787644 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -9787651.000000 Penalty: 5389.476074
	Iteration 59Q: 3 clusters Score -9787651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -9787629.000000 Penalty: 5389.476074
	Iteration 60F: 3 clusters Score -9787629 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -9787613.000000 Penalty: 5389.476074
	Iteration 61Q: 3 clusters Score -9787613 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -9787603.000000 Penalty: 5389.476074
	Iteration 62Q: 3 clusters Score -9787603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -9787563.000000 Penalty: 5389.476074
	Iteration 63Q: 3 clusters Score -9787563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -9787557.000000 Penalty: 5389.476074
	Iteration 64Q: 3 clusters Score -9787557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9787540.000000 Penalty: 5389.476074
	Iteration 65Q: 3 clusters Score -9787540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9787496.000000 Penalty: 5389.476074
	Iteration 66Q: 3 clusters Score -9787496 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -9787484.000000 Penalty: 5389.476074
	Iteration 67Q: 3 clusters Score -9787484 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -9787490.000000 Penalty: 5389.476074
	Iteration 68Q: 3 clusters Score -9787490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -9787477.000000 Penalty: 5389.476074
	Iteration 69Q: 3 clusters Score -9787477 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -9787463.000000 Penalty: 5389.476074
	Iteration 70Q: 3 clusters Score -9787463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -9787437.000000 Penalty: 5389.476074
	Iteration 71Q: 3 clusters Score -9787437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9787445.000000 Penalty: 5389.476074
	Iteration 72Q: 3 clusters Score -9787445 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9787428.000000 Penalty: 5389.476074
	Iteration 73Q: 3 clusters Score -9787428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9787417.000000 Penalty: 5389.476074
	Iteration 74Q: 3 clusters Score -9787417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -9787395.000000 Penalty: 5389.476074
	Iteration 75Q: 3 clusters Score -9787395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -9787395.000000 Penalty: 5389.476074
	Iteration 76Q: 3 clusters Score -9787395 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9787395.000000 Penalty: 5389.476074
	Iteration 77Q: 3 clusters Score -9787395 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9787348.000000 Penalty: 5389.476074
	Iteration 78Q: 3 clusters Score -9787348 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -9787321.000000 Penalty: 5389.476074
	Iteration 79Q: 3 clusters Score -9787321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -9787289.000000 Penalty: 5389.476074
	Iteration 80F: 3 clusters Score -9787289 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 48227 members 
Entering Unmasked Estep 
Score: -9787279.000000 Penalty: 5389.476074
	Iteration 81Q: 3 clusters Score -9787279 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -9787249.000000 Penalty: 5389.476074
	Iteration 82Q: 3 clusters Score -9787249 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9787238.000000 Penalty: 5389.476074
	Iteration 83Q: 3 clusters Score -9787238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -9787194.000000 Penalty: 5389.476074
	Iteration 84Q: 3 clusters Score -9787194 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -9787166.000000 Penalty: 5389.476074
	Iteration 85Q: 3 clusters Score -9787166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -9787166.000000 Penalty: 5389.476074
	Iteration 86Q: 3 clusters Score -9787166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9787173.000000 Penalty: 5389.476074
	Iteration 87Q: 3 clusters Score -9787173 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9787158.000000 Penalty: 5389.476074
	Iteration 88Q: 3 clusters Score -9787158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -9787146.000000 Penalty: 5389.476074
	Iteration 89Q: 3 clusters Score -9787146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -9787117.000000 Penalty: 5389.476074
	Iteration 90Q: 3 clusters Score -9787117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -9787095.000000 Penalty: 5389.476074
	Iteration 91Q: 3 clusters Score -9787095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -9787105.000000 Penalty: 5389.476074
	Iteration 92Q: 3 clusters Score -9787105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9787121.000000 Penalty: 5389.476074
	Iteration 93Q: 3 clusters Score -9787121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9787105.000000 Penalty: 5389.476074
	Iteration 94Q: 3 clusters Score -9787105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -9787092.000000 Penalty: 5389.476074
	Iteration 95Q: 3 clusters Score -9787092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9787070.000000 Penalty: 5389.476074
	Iteration 96Q: 3 clusters Score -9787070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -9787079.000000 Penalty: 5389.476074
	Iteration 97Q: 3 clusters Score -9787079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9787045.000000 Penalty: 5389.476074
	Iteration 98Q: 3 clusters Score -9787045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -9787038.000000 Penalty: 5389.476074
	Iteration 99Q: 3 clusters Score -9787038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 48811 members 
Entering Unmasked Estep 
Score: -9787032.000000 Penalty: 5389.476074
	Iteration 100F: 3 clusters Score -9787032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -9787033.000000 Penalty: 5389.476074
	Iteration 101Q: 3 clusters Score -9787033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -9787030.000000 Penalty: 5389.476074
	Iteration 102Q: 3 clusters Score -9787030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -9787019.000000 Penalty: 5389.476074
	Iteration 103Q: 3 clusters Score -9787019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -9787023.000000 Penalty: 5389.476074
	Iteration 104Q: 3 clusters Score -9787023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -9787023.000000 Penalty: 5389.476074
	Iteration 105Q: 3 clusters Score -9787023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -9787033.000000 Penalty: 5389.476074
	Iteration 106Q: 3 clusters Score -9787033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -9787027.000000 Penalty: 5389.476074
	Iteration 107Q: 3 clusters Score -9787027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9787028.000000 Penalty: 5389.476074
	Iteration 108Q: 3 clusters Score -9787028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9787024.000000 Penalty: 5389.476074
	Iteration 109Q: 3 clusters Score -9787024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -9787025.000000 Penalty: 5389.476074
	Iteration 110Q: 3 clusters Score -9787025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9787016.000000 Penalty: 5389.476074
	Iteration 111Q: 3 clusters Score -9787016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9787015.000000 Penalty: 5389.476074
	Iteration 112Q: 3 clusters Score -9787015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -9787024.000000 Penalty: 5389.476074
	Iteration 113Q: 3 clusters Score -9787024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -9787010.000000 Penalty: 5389.476074
	Iteration 114Q: 3 clusters Score -9787010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -9786999.000000 Penalty: 5389.476074
	Iteration 115Q: 3 clusters Score -9786999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -9786991.000000 Penalty: 5389.476074
	Iteration 116Q: 3 clusters Score -9786991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -9786971.000000 Penalty: 5389.476074
	Iteration 117Q: 3 clusters Score -9786971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -9786979.000000 Penalty: 5389.476074
	Iteration 118Q: 3 clusters Score -9786979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -9786975.000000 Penalty: 5389.476074
	Iteration 119Q: 3 clusters Score -9786975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -9786952.000000 Penalty: 5389.476074
	Iteration 120F: 3 clusters Score -9786952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -9786935.000000 Penalty: 5389.476074
	Iteration 121Q: 3 clusters Score -9786935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 49067 members 
Entering Unmasked Estep 
Score: -9786930.000000 Penalty: 5389.476074
	Iteration 122Q: 3 clusters Score -9786930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9786923.000000 Penalty: 5389.476074
	Iteration 123Q: 3 clusters Score -9786923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -9786913.000000 Penalty: 5389.476074
	Iteration 124Q: 3 clusters Score -9786913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -9786907.000000 Penalty: 5389.476074
	Iteration 125Q: 3 clusters Score -9786907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 49107 members 
Entering Unmasked Estep 
Score: -9786900.000000 Penalty: 5389.476074
	Iteration 126Q: 3 clusters Score -9786900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -9786903.000000 Penalty: 5389.476074
	Iteration 127Q: 3 clusters Score -9786903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -9786903.000000 Penalty: 5389.476074
	Iteration 128Q: 3 clusters Score -9786903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 49111 members 
Entering Unmasked Estep 
Score: -9786903.000000 Penalty: 5389.476074
	Iteration 129F: 3 clusters Score -9786903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 50598 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 49111 members 
Mstep: Class 27 contains 60303 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
Score: -137125280.000000 Penalty: 93905.554688
Splitting cluster 3 changes total score from -137125184.000000 to -137125280.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 4 (46185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Entering Unmasked Estep 
Score: -8636511.000000 Penalty: 2663.621826
	Iteration 0F: 2 clusters Score -8636511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8606532.000000 Penalty: 5327.243652
	Iteration 0F: 3 clusters Score -8606532 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 24499 members 
Entering Unmasked Estep 
Score: -8618034.000000 Penalty: 5327.243652
	Iteration 1F: 3 clusters Score -8618034 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -8618562.000000 Penalty: 5327.243652
	Iteration 2Q: 3 clusters Score -8618562 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -8619259.000000 Penalty: 5327.243652
	Iteration 3Q: 3 clusters Score -8619259 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -8620192.000000 Penalty: 5327.243652
	Iteration 4Q: 3 clusters Score -8620192 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -8621699.000000 Penalty: 5327.243652
	Iteration 5F: 3 clusters Score -8621699 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -8623970.000000 Penalty: 5327.243652
	Iteration 6F: 3 clusters Score -8623970 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -8626933.000000 Penalty: 5327.243652
	Iteration 7F: 3 clusters Score -8626933 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8629774.000000 Penalty: 5327.243652
	Iteration 8F: 3 clusters Score -8629774 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -8631912.000000 Penalty: 5327.243652
	Iteration 9F: 3 clusters Score -8631912 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8633032.000000 Penalty: 5327.243652
	Iteration 10Q: 3 clusters Score -8633032 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8633610.000000 Penalty: 5327.243652
	Iteration 11Q: 3 clusters Score -8633610 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8633888.000000 Penalty: 5327.243652
	Iteration 12Q: 3 clusters Score -8633888 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8634041.000000 Penalty: 5327.243652
	Iteration 13Q: 3 clusters Score -8634041 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -8634125.000000 Penalty: 5327.243652
	Iteration 14Q: 3 clusters Score -8634125 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8634162.000000 Penalty: 5327.243652
	Iteration 15Q: 3 clusters Score -8634162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8634211.000000 Penalty: 5327.243652
	Iteration 16Q: 3 clusters Score -8634211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8634232.000000 Penalty: 5327.243652
	Iteration 17Q: 3 clusters Score -8634232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8634242.000000 Penalty: 5327.243652
	Iteration 18Q: 3 clusters Score -8634242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8634260.000000 Penalty: 5327.243652
	Iteration 19Q: 3 clusters Score -8634260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -8634280.000000 Penalty: 5327.243652
	Iteration 20F: 3 clusters Score -8634280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8634288.000000 Penalty: 5327.243652
	Iteration 21Q: 3 clusters Score -8634288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8634289.000000 Penalty: 5327.243652
	Iteration 22Q: 3 clusters Score -8634289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8634287.000000 Penalty: 5327.243652
	Iteration 23Q: 3 clusters Score -8634287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -8634305.000000 Penalty: 5327.243652
	Iteration 24Q: 3 clusters Score -8634305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8634301.000000 Penalty: 5327.243652
	Iteration 25Q: 3 clusters Score -8634301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8634299.000000 Penalty: 5327.243652
	Iteration 26Q: 3 clusters Score -8634299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -8634304.000000 Penalty: 5327.243652
	Iteration 27Q: 3 clusters Score -8634304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8634307.000000 Penalty: 5327.243652
	Iteration 28Q: 3 clusters Score -8634307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -8634309.000000 Penalty: 5327.243652
	Iteration 29Q: 3 clusters Score -8634309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8634310.000000 Penalty: 5327.243652
	Iteration 30Q: 3 clusters Score -8634310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -8634311.000000 Penalty: 5327.243652
	Iteration 31Q: 3 clusters Score -8634311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -8634311.000000 Penalty: 5327.243652
	Iteration 32F: 3 clusters Score -8634311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Entering Unmasked Estep 
Score: -4578571.500000 Penalty: 2506.414551
	Iteration 0F: 2 clusters Score -4578572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -4561729.000000 Penalty: 5012.829102
	Iteration 0F: 3 clusters Score -4561729 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4567600.500000 Penalty: 5012.829102
	Iteration 1F: 3 clusters Score -4567600 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -4568015.500000 Penalty: 5012.829102
	Iteration 2Q: 3 clusters Score -4568016 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -4568380.500000 Penalty: 5012.829102
	Iteration 3Q: 3 clusters Score -4568380 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4568748.000000 Penalty: 5012.829102
	Iteration 4Q: 3 clusters Score -4568748 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4569102.000000 Penalty: 5012.829102
	Iteration 5Q: 3 clusters Score -4569102 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4569551.500000 Penalty: 5012.829102
	Iteration 6Q: 3 clusters Score -4569552 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -4570080.000000 Penalty: 5012.829102
	Iteration 7Q: 3 clusters Score -4570080 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -4570750.500000 Penalty: 5012.829102
	Iteration 8Q: 3 clusters Score -4570750 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4571554.500000 Penalty: 5012.829102
	Iteration 9F: 3 clusters Score -4571554 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4572435.500000 Penalty: 5012.829102
	Iteration 10F: 3 clusters Score -4572436 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4573040.000000 Penalty: 5012.829102
	Iteration 11Q: 3 clusters Score -4573040 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -4573416.000000 Penalty: 5012.829102
	Iteration 12Q: 3 clusters Score -4573416 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4573640.500000 Penalty: 5012.829102
	Iteration 13Q: 3 clusters Score -4573640 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -4573768.500000 Penalty: 5012.829102
	Iteration 14Q: 3 clusters Score -4573768 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4573855.500000 Penalty: 5012.829102
	Iteration 15Q: 3 clusters Score -4573856 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4573932.500000 Penalty: 5012.829102
	Iteration 16Q: 3 clusters Score -4573932 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -4573997.000000 Penalty: 5012.829102
	Iteration 17Q: 3 clusters Score -4573997 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4574059.500000 Penalty: 5012.829102
	Iteration 18Q: 3 clusters Score -4574060 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4574081.000000 Penalty: 5012.829102
	Iteration 19Q: 3 clusters Score -4574081 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -4574105.500000 Penalty: 5012.829102
	Iteration 20F: 3 clusters Score -4574106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4574135.500000 Penalty: 5012.829102
	Iteration 21Q: 3 clusters Score -4574136 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -4574141.000000 Penalty: 5012.829102
	Iteration 22Q: 3 clusters Score -4574141 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -4574171.500000 Penalty: 5012.829102
	Iteration 23Q: 3 clusters Score -4574172 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4574194.000000 Penalty: 5012.829102
	Iteration 24Q: 3 clusters Score -4574194 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -4574197.500000 Penalty: 5012.829102
	Iteration 25Q: 3 clusters Score -4574198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -4574193.000000 Penalty: 5012.829102
	Iteration 26Q: 3 clusters Score -4574193 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4574220.500000 Penalty: 5012.829102
	Iteration 27Q: 3 clusters Score -4574220 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -4574218.500000 Penalty: 5012.829102
	Iteration 28Q: 3 clusters Score -4574218 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4574218.500000 Penalty: 5012.829102
	Iteration 29Q: 3 clusters Score -4574218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -4574233.500000 Penalty: 5012.829102
	Iteration 30Q: 3 clusters Score -4574234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -4574226.500000 Penalty: 5012.829102
	Iteration 31Q: 3 clusters Score -4574226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -4574243.000000 Penalty: 5012.829102
	Iteration 32Q: 3 clusters Score -4574243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4574255.500000 Penalty: 5012.829102
	Iteration 33Q: 3 clusters Score -4574256 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4574257.000000 Penalty: 5012.829102
	Iteration 34Q: 3 clusters Score -4574257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4574272.000000 Penalty: 5012.829102
	Iteration 35Q: 3 clusters Score -4574272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4574272.500000 Penalty: 5012.829102
	Iteration 36Q: 3 clusters Score -4574272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4574269.000000 Penalty: 5012.829102
	Iteration 37Q: 3 clusters Score -4574269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -4574277.000000 Penalty: 5012.829102
	Iteration 38Q: 3 clusters Score -4574277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -4574284.000000 Penalty: 5012.829102
	Iteration 39Q: 3 clusters Score -4574284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -4574280.500000 Penalty: 5012.829102
	Iteration 40F: 3 clusters Score -4574280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -4574279.500000 Penalty: 5012.829102
	Iteration 41Q: 3 clusters Score -4574280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -4574275.500000 Penalty: 5012.829102
	Iteration 42Q: 3 clusters Score -4574276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -4574278.000000 Penalty: 5012.829102
	Iteration 43Q: 3 clusters Score -4574278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -4574273.000000 Penalty: 5012.829102
	Iteration 44Q: 3 clusters Score -4574273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -4574276.500000 Penalty: 5012.829102
	Iteration 45Q: 3 clusters Score -4574276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4574276.000000 Penalty: 5012.829102
	Iteration 46Q: 3 clusters Score -4574276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4574278.000000 Penalty: 5012.829102
	Iteration 47Q: 3 clusters Score -4574278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -4574278.500000 Penalty: 5012.829102
	Iteration 48Q: 3 clusters Score -4574278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4574276.000000 Penalty: 5012.829102
	Iteration 49Q: 3 clusters Score -4574276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -4574274.500000 Penalty: 5012.829102
	Iteration 50Q: 3 clusters Score -4574274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4574275.000000 Penalty: 5012.829102
	Iteration 51Q: 3 clusters Score -4574275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -4574263.000000 Penalty: 5012.829102
	Iteration 52Q: 3 clusters Score -4574263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -4574265.000000 Penalty: 5012.829102
	Iteration 53Q: 3 clusters Score -4574265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -4574270.000000 Penalty: 5012.829102
	Iteration 54Q: 3 clusters Score -4574270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -4574260.500000 Penalty: 5012.829102
	Iteration 55Q: 3 clusters Score -4574260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4574265.000000 Penalty: 5012.829102
	Iteration 56Q: 3 clusters Score -4574265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -4574266.000000 Penalty: 5012.829102
	Iteration 57Q: 3 clusters Score -4574266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -4574272.500000 Penalty: 5012.829102
	Iteration 58Q: 3 clusters Score -4574272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -4574273.000000 Penalty: 5012.829102
	Iteration 59Q: 3 clusters Score -4574273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4574276.000000 Penalty: 5012.829102
	Iteration 60F: 3 clusters Score -4574276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4574277.000000 Penalty: 5012.829102
	Iteration 61Q: 3 clusters Score -4574277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -4574273.000000 Penalty: 5012.829102
	Iteration 62Q: 3 clusters Score -4574273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -4574273.500000 Penalty: 5012.829102
	Iteration 63Q: 3 clusters Score -4574274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4574275.000000 Penalty: 5012.829102
	Iteration 64Q: 3 clusters Score -4574275 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -4574281.500000 Penalty: 5012.829102
	Iteration 65Q: 3 clusters Score -4574282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -4574286.500000 Penalty: 5012.829102
	Iteration 66Q: 3 clusters Score -4574286 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4574287.500000 Penalty: 5012.829102
	Iteration 67Q: 3 clusters Score -4574288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -4574288.500000 Penalty: 5012.829102
	Iteration 68Q: 3 clusters Score -4574288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -4574288.500000 Penalty: 5012.829102
	Iteration 69Q: 3 clusters Score -4574288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -4574300.500000 Penalty: 5012.829102
	Iteration 70Q: 3 clusters Score -4574300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -4574308.000000 Penalty: 5012.829102
	Iteration 71Q: 3 clusters Score -4574308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -4574310.000000 Penalty: 5012.829102
	Iteration 72Q: 3 clusters Score -4574310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -4574322.500000 Penalty: 5012.829102
	Iteration 73Q: 3 clusters Score -4574322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -4574341.000000 Penalty: 5012.829102
	Iteration 74Q: 3 clusters Score -4574341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -4574339.500000 Penalty: 5012.829102
	Iteration 75Q: 3 clusters Score -4574340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -4574340.500000 Penalty: 5012.829102
	Iteration 76Q: 3 clusters Score -4574340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4574342.000000 Penalty: 5012.829102
	Iteration 77Q: 3 clusters Score -4574342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -4574339.500000 Penalty: 5012.829102
	Iteration 78Q: 3 clusters Score -4574340 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -4574344.000000 Penalty: 5012.829102
	Iteration 79Q: 3 clusters Score -4574344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -4574356.500000 Penalty: 5012.829102
	Iteration 80F: 3 clusters Score -4574356 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4574361.500000 Penalty: 5012.829102
	Iteration 81Q: 3 clusters Score -4574362 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -4574389.000000 Penalty: 5012.829102
	Iteration 82Q: 3 clusters Score -4574389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -4574393.000000 Penalty: 5012.829102
	Iteration 83Q: 3 clusters Score -4574393 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -4574410.500000 Penalty: 5012.829102
	Iteration 84Q: 3 clusters Score -4574410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4574434.500000 Penalty: 5012.829102
	Iteration 85Q: 3 clusters Score -4574434 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -4574446.500000 Penalty: 5012.829102
	Iteration 86Q: 3 clusters Score -4574446 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -4574475.500000 Penalty: 5012.829102
	Iteration 87Q: 3 clusters Score -4574476 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4574476.500000 Penalty: 5012.829102
	Iteration 88Q: 3 clusters Score -4574476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4574491.500000 Penalty: 5012.829102
	Iteration 89Q: 3 clusters Score -4574492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4574510.000000 Penalty: 5012.829102
	Iteration 90Q: 3 clusters Score -4574510 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -4574510.500000 Penalty: 5012.829102
	Iteration 91Q: 3 clusters Score -4574510 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -4574538.500000 Penalty: 5012.829102
	Iteration 92Q: 3 clusters Score -4574538 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -4574557.500000 Penalty: 5012.829102
	Iteration 93Q: 3 clusters Score -4574558 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4574588.500000 Penalty: 5012.829102
	Iteration 94Q: 3 clusters Score -4574588 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -4574617.500000 Penalty: 5012.829102
	Iteration 95Q: 3 clusters Score -4574618 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4574632.500000 Penalty: 5012.829102
	Iteration 96Q: 3 clusters Score -4574632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4574635.000000 Penalty: 5012.829102
	Iteration 97Q: 3 clusters Score -4574635 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -4574675.500000 Penalty: 5012.829102
	Iteration 98Q: 3 clusters Score -4574676 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -4574712.500000 Penalty: 5012.829102
	Iteration 99Q: 3 clusters Score -4574712 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -4574737.500000 Penalty: 5012.829102
	Iteration 100F: 3 clusters Score -4574738 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -4574773.500000 Penalty: 5012.829102
	Iteration 101Q: 3 clusters Score -4574774 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -4574820.000000 Penalty: 5012.829102
	Iteration 102Q: 3 clusters Score -4574820 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -4574851.500000 Penalty: 5012.829102
	Iteration 103Q: 3 clusters Score -4574852 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -4574881.000000 Penalty: 5012.829102
	Iteration 104Q: 3 clusters Score -4574881 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -4574919.000000 Penalty: 5012.829102
	Iteration 105Q: 3 clusters Score -4574919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -4574971.000000 Penalty: 5012.829102
	Iteration 106Q: 3 clusters Score -4574971 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4575006.500000 Penalty: 5012.829102
	Iteration 107Q: 3 clusters Score -4575006 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -4575060.500000 Penalty: 5012.829102
	Iteration 108Q: 3 clusters Score -4575060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -4575099.500000 Penalty: 5012.829102
	Iteration 109Q: 3 clusters Score -4575100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -4575151.500000 Penalty: 5012.829102
	Iteration 110Q: 3 clusters Score -4575152 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4575211.000000 Penalty: 5012.829102
	Iteration 111Q: 3 clusters Score -4575211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4575274.500000 Penalty: 5012.829102
	Iteration 112Q: 3 clusters Score -4575274 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -4575310.500000 Penalty: 5012.829102
	Iteration 113Q: 3 clusters Score -4575310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4575366.500000 Penalty: 5012.829102
	Iteration 114Q: 3 clusters Score -4575366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4575431.000000 Penalty: 5012.829102
	Iteration 115Q: 3 clusters Score -4575431 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4575487.000000 Penalty: 5012.829102
	Iteration 116Q: 3 clusters Score -4575487 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4575548.500000 Penalty: 5012.829102
	Iteration 117Q: 3 clusters Score -4575548 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4575603.000000 Penalty: 5012.829102
	Iteration 118Q: 3 clusters Score -4575603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4575654.000000 Penalty: 5012.829102
	Iteration 119Q: 3 clusters Score -4575654 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4575706.500000 Penalty: 5012.829102
	Iteration 120F: 3 clusters Score -4575706 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4575761.000000 Penalty: 5012.829102
	Iteration 121Q: 3 clusters Score -4575761 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4575806.500000 Penalty: 5012.829102
	Iteration 122Q: 3 clusters Score -4575806 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -4575867.000000 Penalty: 5012.829102
	Iteration 123Q: 3 clusters Score -4575867 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4575914.000000 Penalty: 5012.829102
	Iteration 124Q: 3 clusters Score -4575914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4575945.500000 Penalty: 5012.829102
	Iteration 125Q: 3 clusters Score -4575946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -4575970.000000 Penalty: 5012.829102
	Iteration 126Q: 3 clusters Score -4575970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -4576007.000000 Penalty: 5012.829102
	Iteration 127Q: 3 clusters Score -4576007 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4576044.500000 Penalty: 5012.829102
	Iteration 128Q: 3 clusters Score -4576044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4576048.500000 Penalty: 5012.829102
	Iteration 129Q: 3 clusters Score -4576048 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -4576076.000000 Penalty: 5012.829102
	Iteration 130Q: 3 clusters Score -4576076 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4576085.000000 Penalty: 5012.829102
	Iteration 131Q: 3 clusters Score -4576085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4576105.500000 Penalty: 5012.829102
	Iteration 132Q: 3 clusters Score -4576106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4576119.500000 Penalty: 5012.829102
	Iteration 133Q: 3 clusters Score -4576120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4576139.500000 Penalty: 5012.829102
	Iteration 134Q: 3 clusters Score -4576140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4576152.000000 Penalty: 5012.829102
	Iteration 135Q: 3 clusters Score -4576152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4576164.000000 Penalty: 5012.829102
	Iteration 136Q: 3 clusters Score -4576164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4576189.000000 Penalty: 5012.829102
	Iteration 137Q: 3 clusters Score -4576189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4576206.000000 Penalty: 5012.829102
	Iteration 138Q: 3 clusters Score -4576206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4576210.500000 Penalty: 5012.829102
	Iteration 139Q: 3 clusters Score -4576210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4576235.500000 Penalty: 5012.829102
	Iteration 140F: 3 clusters Score -4576236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4576241.000000 Penalty: 5012.829102
	Iteration 141Q: 3 clusters Score -4576241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4576243.000000 Penalty: 5012.829102
	Iteration 142Q: 3 clusters Score -4576243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4576250.000000 Penalty: 5012.829102
	Iteration 143Q: 3 clusters Score -4576250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4576258.000000 Penalty: 5012.829102
	Iteration 144Q: 3 clusters Score -4576258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4576263.000000 Penalty: 5012.829102
	Iteration 145Q: 3 clusters Score -4576263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4576266.500000 Penalty: 5012.829102
	Iteration 146Q: 3 clusters Score -4576266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4576265.500000 Penalty: 5012.829102
	Iteration 147Q: 3 clusters Score -4576266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4576274.000000 Penalty: 5012.829102
	Iteration 148Q: 3 clusters Score -4576274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4576272.500000 Penalty: 5012.829102
	Iteration 149Q: 3 clusters Score -4576272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4576273.000000 Penalty: 5012.829102
	Iteration 150Q: 3 clusters Score -4576273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4576276.000000 Penalty: 5012.829102
	Iteration 151Q: 3 clusters Score -4576276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4576275.500000 Penalty: 5012.829102
	Iteration 152Q: 3 clusters Score -4576276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4576276.000000 Penalty: 5012.829102
	Iteration 153Q: 3 clusters Score -4576276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4576276.000000 Penalty: 5012.829102
	Iteration 154Q: 3 clusters Score -4576276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4576278.500000 Penalty: 5012.829102
	Iteration 155Q: 3 clusters Score -4576278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4576289.000000 Penalty: 5012.829102
	Iteration 156Q: 3 clusters Score -4576289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4576286.000000 Penalty: 5012.829102
	Iteration 157Q: 3 clusters Score -4576286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4576290.500000 Penalty: 5012.829102
	Iteration 158Q: 3 clusters Score -4576290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4576291.500000 Penalty: 5012.829102
	Iteration 159Q: 3 clusters Score -4576292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4576294.500000 Penalty: 5012.829102
	Iteration 160F: 3 clusters Score -4576294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4576295.000000 Penalty: 5012.829102
	Iteration 161Q: 3 clusters Score -4576295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4576300.000000 Penalty: 5012.829102
	Iteration 162Q: 3 clusters Score -4576300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4576299.500000 Penalty: 5012.829102
	Iteration 163Q: 3 clusters Score -4576300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4576299.500000 Penalty: 5012.829102
	Iteration 164F: 3 clusters Score -4576300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46694.500000 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46694.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47268.660156 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47268.66 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -47589.757812 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47589.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -47767.691406 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47767.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -47950.207031 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -47950.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48079.039062 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48079.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48181.218750 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48181.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48288.324219 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48288.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48333.820312 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48333.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48350.589844 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48350.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48355.992188 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48355.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48367.292969 Penalty: 3109.471680
	Iteration 11F: 3 clusters Score -48367.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48498.191406 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48498.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -48612.312500 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48612.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48650.710938 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -48650.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48655.132812 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48655.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48655.132812 Penalty: 3109.471680
	Iteration 16F: 3 clusters Score -48655.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 346 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 50598 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 49111 members 
Mstep: Class 27 contains 60303 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 182 members 
Entering Unmasked Estep 
Score: -137124256.000000 Penalty: 97259.320312
Splitting cluster 6 changes total score from -137125184.000000 to -137124256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (19751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Entering Unmasked Estep 
Score: -3664722.750000 Penalty: 2452.958008
	Iteration 0F: 2 clusters Score -3664723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3650826.500000 Penalty: 4905.916016
	Iteration 0F: 3 clusters Score -3650826 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -3655640.500000 Penalty: 4905.916016
	Iteration 1F: 3 clusters Score -3655640 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3656306.500000 Penalty: 4905.916016
	Iteration 2F: 3 clusters Score -3656306 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -3657060.750000 Penalty: 4905.916016
	Iteration 3F: 3 clusters Score -3657061 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -3657984.250000 Penalty: 4905.916016
	Iteration 4F: 3 clusters Score -3657984 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3658994.500000 Penalty: 4905.916016
	Iteration 5F: 3 clusters Score -3658994 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3660109.000000 Penalty: 4905.916016
	Iteration 6F: 3 clusters Score -3660109 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -3661040.500000 Penalty: 4905.916016
	Iteration 7F: 3 clusters Score -3661040 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3661624.750000 Penalty: 4905.916016
	Iteration 8Q: 3 clusters Score -3661625 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3661914.250000 Penalty: 4905.916016
	Iteration 9Q: 3 clusters Score -3661914 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3662053.750000 Penalty: 4905.916016
	Iteration 10Q: 3 clusters Score -3662054 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3662178.250000 Penalty: 4905.916016
	Iteration 11Q: 3 clusters Score -3662178 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -3662266.000000 Penalty: 4905.916016
	Iteration 12Q: 3 clusters Score -3662266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3662352.500000 Penalty: 4905.916016
	Iteration 13Q: 3 clusters Score -3662352 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3662429.500000 Penalty: 4905.916016
	Iteration 14Q: 3 clusters Score -3662430 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3662492.500000 Penalty: 4905.916016
	Iteration 15Q: 3 clusters Score -3662492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -3662521.250000 Penalty: 4905.916016
	Iteration 16Q: 3 clusters Score -3662521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3662553.250000 Penalty: 4905.916016
	Iteration 17Q: 3 clusters Score -3662553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3662567.500000 Penalty: 4905.916016
	Iteration 18Q: 3 clusters Score -3662568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3662593.250000 Penalty: 4905.916016
	Iteration 19Q: 3 clusters Score -3662593 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -3662606.000000 Penalty: 4905.916016
	Iteration 20F: 3 clusters Score -3662606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -3662633.500000 Penalty: 4905.916016
	Iteration 21Q: 3 clusters Score -3662634 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -3662651.750000 Penalty: 4905.916016
	Iteration 22Q: 3 clusters Score -3662652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3662682.750000 Penalty: 4905.916016
	Iteration 23Q: 3 clusters Score -3662683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3662709.750000 Penalty: 4905.916016
	Iteration 24Q: 3 clusters Score -3662710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -3662722.750000 Penalty: 4905.916016
	Iteration 25Q: 3 clusters Score -3662723 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -3662733.250000 Penalty: 4905.916016
	Iteration 26Q: 3 clusters Score -3662733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3662743.500000 Penalty: 4905.916016
	Iteration 27Q: 3 clusters Score -3662744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3662754.250000 Penalty: 4905.916016
	Iteration 28Q: 3 clusters Score -3662754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3662762.000000 Penalty: 4905.916016
	Iteration 29Q: 3 clusters Score -3662762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3662767.000000 Penalty: 4905.916016
	Iteration 30Q: 3 clusters Score -3662767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -3662769.500000 Penalty: 4905.916016
	Iteration 31Q: 3 clusters Score -3662770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -3662777.750000 Penalty: 4905.916016
	Iteration 32Q: 3 clusters Score -3662778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -3662785.750000 Penalty: 4905.916016
	Iteration 33Q: 3 clusters Score -3662786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -3662787.000000 Penalty: 4905.916016
	Iteration 34Q: 3 clusters Score -3662787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3662805.500000 Penalty: 4905.916016
	Iteration 35Q: 3 clusters Score -3662806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3662808.000000 Penalty: 4905.916016
	Iteration 36Q: 3 clusters Score -3662808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -3662811.750000 Penalty: 4905.916016
	Iteration 37Q: 3 clusters Score -3662812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -3662816.250000 Penalty: 4905.916016
	Iteration 38Q: 3 clusters Score -3662816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3662818.250000 Penalty: 4905.916016
	Iteration 39Q: 3 clusters Score -3662818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3662822.000000 Penalty: 4905.916016
	Iteration 40F: 3 clusters Score -3662822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -3662820.750000 Penalty: 4905.916016
	Iteration 41Q: 3 clusters Score -3662821 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -3662828.750000 Penalty: 4905.916016
	Iteration 42Q: 3 clusters Score -3662829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3662831.750000 Penalty: 4905.916016
	Iteration 43Q: 3 clusters Score -3662832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3662826.750000 Penalty: 4905.916016
	Iteration 44Q: 3 clusters Score -3662827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -3662831.000000 Penalty: 4905.916016
	Iteration 45Q: 3 clusters Score -3662831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3662835.000000 Penalty: 4905.916016
	Iteration 46Q: 3 clusters Score -3662835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -3662835.750000 Penalty: 4905.916016
	Iteration 47Q: 3 clusters Score -3662836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3662834.250000 Penalty: 4905.916016
	Iteration 48Q: 3 clusters Score -3662834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3662835.500000 Penalty: 4905.916016
	Iteration 49Q: 3 clusters Score -3662836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3662838.750000 Penalty: 4905.916016
	Iteration 50Q: 3 clusters Score -3662839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3662833.500000 Penalty: 4905.916016
	Iteration 51Q: 3 clusters Score -3662834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3662836.000000 Penalty: 4905.916016
	Iteration 52Q: 3 clusters Score -3662836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -3662836.000000 Penalty: 4905.916016
	Iteration 53Q: 3 clusters Score -3662836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -3662832.500000 Penalty: 4905.916016
	Iteration 54Q: 3 clusters Score -3662832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3662833.250000 Penalty: 4905.916016
	Iteration 55Q: 3 clusters Score -3662833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -3662836.000000 Penalty: 4905.916016
	Iteration 56Q: 3 clusters Score -3662836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -3662839.250000 Penalty: 4905.916016
	Iteration 57Q: 3 clusters Score -3662839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3662842.250000 Penalty: 4905.916016
	Iteration 58Q: 3 clusters Score -3662842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -3662843.000000 Penalty: 4905.916016
	Iteration 59Q: 3 clusters Score -3662843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3662847.000000 Penalty: 4905.916016
	Iteration 60F: 3 clusters Score -3662847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3662846.500000 Penalty: 4905.916016
	Iteration 61Q: 3 clusters Score -3662846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3662846.500000 Penalty: 4905.916016
	Iteration 62Q: 3 clusters Score -3662846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -3662848.250000 Penalty: 4905.916016
	Iteration 63Q: 3 clusters Score -3662848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3662849.750000 Penalty: 4905.916016
	Iteration 64Q: 3 clusters Score -3662850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3662849.000000 Penalty: 4905.916016
	Iteration 65Q: 3 clusters Score -3662849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3662849.000000 Penalty: 4905.916016
	Iteration 66F: 3 clusters Score -3662849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -204946.453125 Penalty: 1755.428711
	Iteration 0F: 2 clusters Score -204946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -202886.296875 Penalty: 3510.857422
	Iteration 0F: 3 clusters Score -202886.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -203289.531250 Penalty: 3510.857422
	Iteration 1F: 3 clusters Score -203289.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -203542.890625 Penalty: 3510.857422
	Iteration 2F: 3 clusters Score -203542.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -203762.859375 Penalty: 3510.857422
	Iteration 3F: 3 clusters Score -203762.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204326.484375 Penalty: 3510.857422
	Iteration 4F: 3 clusters Score -204326.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204515.843750 Penalty: 3510.857422
	Iteration 5F: 3 clusters Score -204515.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -204642.015625 Penalty: 3510.857422
	Iteration 6F: 3 clusters Score -204642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -204716.109375 Penalty: 3510.857422
	Iteration 7Q: 3 clusters Score -204716.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -204760.765625 Penalty: 3510.857422
	Iteration 8Q: 3 clusters Score -204760.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -204797.703125 Penalty: 3510.857422
	Iteration 9Q: 3 clusters Score -204797.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -204824.812500 Penalty: 3510.857422
	Iteration 10Q: 3 clusters Score -204824.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204854.046875 Penalty: 3510.857422
	Iteration 11Q: 3 clusters Score -204854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -204869.265625 Penalty: 3510.857422
	Iteration 12Q: 3 clusters Score -204869.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204893.656250 Penalty: 3510.857422
	Iteration 13Q: 3 clusters Score -204893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204919.421875 Penalty: 3510.857422
	Iteration 14Q: 3 clusters Score -204919.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204954.328125 Penalty: 3510.857422
	Iteration 15Q: 3 clusters Score -204954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -204975.093750 Penalty: 3510.857422
	Iteration 16Q: 3 clusters Score -204975.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -204984.906250 Penalty: 3510.857422
	Iteration 17Q: 3 clusters Score -204984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204992.578125 Penalty: 3510.857422
	Iteration 18Q: 3 clusters Score -204992.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -204996.171875 Penalty: 3510.857422
	Iteration 19Q: 3 clusters Score -204996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205013.296875 Penalty: 3510.857422
	Iteration 20F: 3 clusters Score -205013.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -205029.640625 Penalty: 3510.857422
	Iteration 21Q: 3 clusters Score -205029.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -205057.031250 Penalty: 3510.857422
	Iteration 22Q: 3 clusters Score -205057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -205065.234375 Penalty: 3510.857422
	Iteration 23Q: 3 clusters Score -205065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -205065.234375 Penalty: 3510.857422
	Iteration 24F: 3 clusters Score -205065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 214 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 50598 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 49111 members 
Mstep: Class 27 contains 60303 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 972 members 
Entering Unmasked Estep 
Score: -137123936.000000 Penalty: 97259.320312
Splitting cluster 8 changes total score from -137125184.000000 to -137123936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -414523.781250 Penalty: 1924.701538
	Iteration 0F: 2 clusters Score -414523.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -411716.656250 Penalty: 3849.403076
	Iteration 0F: 3 clusters Score -411716.7 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -412491.656250 Penalty: 3849.403076
	Iteration 1F: 3 clusters Score -412491.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -412950.125000 Penalty: 3849.403076
	Iteration 2F: 3 clusters Score -412950.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -413229.781250 Penalty: 3849.403076
	Iteration 3F: 3 clusters Score -413229.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -413350.000000 Penalty: 3849.403076
	Iteration 4F: 3 clusters Score -413350 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413416.093750 Penalty: 3849.403076
	Iteration 5Q: 3 clusters Score -413416.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -413477.343750 Penalty: 3849.403076
	Iteration 6Q: 3 clusters Score -413477.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -413521.875000 Penalty: 3849.403076
	Iteration 7Q: 3 clusters Score -413521.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413549.312500 Penalty: 3849.403076
	Iteration 8Q: 3 clusters Score -413549.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -413566.406250 Penalty: 3849.403076
	Iteration 9Q: 3 clusters Score -413566.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413583.406250 Penalty: 3849.403076
	Iteration 10Q: 3 clusters Score -413583.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -413598.093750 Penalty: 3849.403076
	Iteration 11Q: 3 clusters Score -413598.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -413610.781250 Penalty: 3849.403076
	Iteration 12Q: 3 clusters Score -413610.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -413625.687500 Penalty: 3849.403076
	Iteration 13Q: 3 clusters Score -413625.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -413637.812500 Penalty: 3849.403076
	Iteration 14Q: 3 clusters Score -413637.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -413649.093750 Penalty: 3849.403076
	Iteration 15Q: 3 clusters Score -413649.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -413665.031250 Penalty: 3849.403076
	Iteration 16Q: 3 clusters Score -413665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -413678.375000 Penalty: 3849.403076
	Iteration 17Q: 3 clusters Score -413678.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -413699.812500 Penalty: 3849.403076
	Iteration 18Q: 3 clusters Score -413699.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -413733.750000 Penalty: 3849.403076
	Iteration 19Q: 3 clusters Score -413733.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -413771.843750 Penalty: 3849.403076
	Iteration 20F: 3 clusters Score -413771.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -413811.562500 Penalty: 3849.403076
	Iteration 21Q: 3 clusters Score -413811.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -413844.937500 Penalty: 3849.403076
	Iteration 22Q: 3 clusters Score -413844.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -413872.812500 Penalty: 3849.403076
	Iteration 23Q: 3 clusters Score -413872.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -413895.531250 Penalty: 3849.403076
	Iteration 24Q: 3 clusters Score -413895.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -413915.375000 Penalty: 3849.403076
	Iteration 25Q: 3 clusters Score -413915.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -413933.062500 Penalty: 3849.403076
	Iteration 26Q: 3 clusters Score -413933.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -413948.312500 Penalty: 3849.403076
	Iteration 27Q: 3 clusters Score -413948.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -413965.125000 Penalty: 3849.403076
	Iteration 28Q: 3 clusters Score -413965.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -413979.687500 Penalty: 3849.403076
	Iteration 29Q: 3 clusters Score -413979.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -413998.375000 Penalty: 3849.403076
	Iteration 30Q: 3 clusters Score -413998.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414010.562500 Penalty: 3849.403076
	Iteration 31Q: 3 clusters Score -414010.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -414030.437500 Penalty: 3849.403076
	Iteration 32Q: 3 clusters Score -414030.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -414046.281250 Penalty: 3849.403076
	Iteration 33Q: 3 clusters Score -414046.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -414055.125000 Penalty: 3849.403076
	Iteration 34Q: 3 clusters Score -414055.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -414063.812500 Penalty: 3849.403076
	Iteration 35Q: 3 clusters Score -414063.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -414070.218750 Penalty: 3849.403076
	Iteration 36Q: 3 clusters Score -414070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -414075.500000 Penalty: 3849.403076
	Iteration 37Q: 3 clusters Score -414075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -414080.468750 Penalty: 3849.403076
	Iteration 38Q: 3 clusters Score -414080.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -414087.281250 Penalty: 3849.403076
	Iteration 39Q: 3 clusters Score -414087.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414097.687500 Penalty: 3849.403076
	Iteration 40F: 3 clusters Score -414097.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -414121.437500 Penalty: 3849.403076
	Iteration 41Q: 3 clusters Score -414121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -414260.906250 Penalty: 3849.403076
	Iteration 42Q: 3 clusters Score -414260.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -414416.187500 Penalty: 3849.403076
	Iteration 43Q: 3 clusters Score -414416.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -414491.656250 Penalty: 3849.403076
	Iteration 44Q: 3 clusters Score -414491.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -414534.156250 Penalty: 3849.403076
	Iteration 45Q: 3 clusters Score -414534.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -414551.312500 Penalty: 3849.403076
	Iteration 46Q: 3 clusters Score -414551.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -414563.125000 Penalty: 3849.403076
	Iteration 47Q: 3 clusters Score -414563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414580.250000 Penalty: 3849.403076
	Iteration 48Q: 3 clusters Score -414580.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -414591.937500 Penalty: 3849.403076
	Iteration 49Q: 3 clusters Score -414591.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -414600.968750 Penalty: 3849.403076
	Iteration 50Q: 3 clusters Score -414601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -414607.062500 Penalty: 3849.403076
	Iteration 51Q: 3 clusters Score -414607.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -414613.281250 Penalty: 3849.403076
	Iteration 52Q: 3 clusters Score -414613.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -414616.625000 Penalty: 3849.403076
	Iteration 53Q: 3 clusters Score -414616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -414619.750000 Penalty: 3849.403076
	Iteration 54Q: 3 clusters Score -414619.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414620.375000 Penalty: 3849.403076
	Iteration 55Q: 3 clusters Score -414620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -414620.375000 Penalty: 3849.403076
	Iteration 56F: 3 clusters Score -414620.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 50598 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 49111 members 
Mstep: Class 27 contains 60303 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 1601 members 
Entering Unmasked Estep 
Score: -137123696.000000 Penalty: 97259.320312
Splitting cluster 9 changes total score from -137125184.000000 to -137123696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Entering Unmasked Estep 
Score: -8648317.000000 Penalty: 2666.063721
	Iteration 0F: 2 clusters Score -8648317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8617213.000000 Penalty: 5332.127441
	Iteration 0F: 3 clusters Score -8617213 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8629012.000000 Penalty: 5332.127441
	Iteration 1F: 3 clusters Score -8629012 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -8629471.000000 Penalty: 5332.127441
	Iteration 2Q: 3 clusters Score -8629471 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -8630086.000000 Penalty: 5332.127441
	Iteration 3Q: 3 clusters Score -8630086 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8630929.000000 Penalty: 5332.127441
	Iteration 4Q: 3 clusters Score -8630929 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -8632288.000000 Penalty: 5332.127441
	Iteration 5F: 3 clusters Score -8632288 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -8634290.000000 Penalty: 5332.127441
	Iteration 6F: 3 clusters Score -8634290 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34257 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -8637245.000000 Penalty: 5332.127441
	Iteration 7F: 3 clusters Score -8637245 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -8640630.000000 Penalty: 5332.127441
	Iteration 8F: 3 clusters Score -8640630 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -8643756.000000 Penalty: 5332.127441
	Iteration 9F: 3 clusters Score -8643756 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -8645758.000000 Penalty: 5332.127441
	Iteration 10Q: 3 clusters Score -8645758 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8646472.000000 Penalty: 5332.127441
	Iteration 11Q: 3 clusters Score -8646472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8646737.000000 Penalty: 5332.127441
	Iteration 12Q: 3 clusters Score -8646737 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -8646884.000000 Penalty: 5332.127441
	Iteration 13Q: 3 clusters Score -8646884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8646947.000000 Penalty: 5332.127441
	Iteration 14Q: 3 clusters Score -8646947 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8646983.000000 Penalty: 5332.127441
	Iteration 15Q: 3 clusters Score -8646983 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -8647010.000000 Penalty: 5332.127441
	Iteration 16Q: 3 clusters Score -8647010 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8647026.000000 Penalty: 5332.127441
	Iteration 17Q: 3 clusters Score -8647026 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8647040.000000 Penalty: 5332.127441
	Iteration 18Q: 3 clusters Score -8647040 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8647042.000000 Penalty: 5332.127441
	Iteration 19Q: 3 clusters Score -8647042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -8647054.000000 Penalty: 5332.127441
	Iteration 20F: 3 clusters Score -8647054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -8647071.000000 Penalty: 5332.127441
	Iteration 21Q: 3 clusters Score -8647071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -8647078.000000 Penalty: 5332.127441
	Iteration 22Q: 3 clusters Score -8647078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42599 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -8647080.000000 Penalty: 5332.127441
	Iteration 23Q: 3 clusters Score -8647080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8647074.000000 Penalty: 5332.127441
	Iteration 24Q: 3 clusters Score -8647074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -8647082.000000 Penalty: 5332.127441
	Iteration 25Q: 3 clusters Score -8647082 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8647057.000000 Penalty: 5332.127441
	Iteration 26Q: 3 clusters Score -8647057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8647077.000000 Penalty: 5332.127441
	Iteration 27Q: 3 clusters Score -8647077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -8647075.000000 Penalty: 5332.127441
	Iteration 28Q: 3 clusters Score -8647075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8647069.000000 Penalty: 5332.127441
	Iteration 29Q: 3 clusters Score -8647069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8647070.000000 Penalty: 5332.127441
	Iteration 30Q: 3 clusters Score -8647070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8647066.000000 Penalty: 5332.127441
	Iteration 31Q: 3 clusters Score -8647066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8647058.000000 Penalty: 5332.127441
	Iteration 32Q: 3 clusters Score -8647058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -8647069.000000 Penalty: 5332.127441
	Iteration 33Q: 3 clusters Score -8647069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8647076.000000 Penalty: 5332.127441
	Iteration 34Q: 3 clusters Score -8647076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8647075.000000 Penalty: 5332.127441
	Iteration 35Q: 3 clusters Score -8647075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -8647066.000000 Penalty: 5332.127441
	Iteration 36Q: 3 clusters Score -8647066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8647067.000000 Penalty: 5332.127441
	Iteration 37Q: 3 clusters Score -8647067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -8647069.000000 Penalty: 5332.127441
	Iteration 38Q: 3 clusters Score -8647069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8647065.000000 Penalty: 5332.127441
	Iteration 39Q: 3 clusters Score -8647065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8647047.000000 Penalty: 5332.127441
	Iteration 40F: 3 clusters Score -8647047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8647047.000000 Penalty: 5332.127441
	Iteration 41Q: 3 clusters Score -8647047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8647048.000000 Penalty: 5332.127441
	Iteration 42Q: 3 clusters Score -8647048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8647042.000000 Penalty: 5332.127441
	Iteration 43Q: 3 clusters Score -8647042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -8647034.000000 Penalty: 5332.127441
	Iteration 44Q: 3 clusters Score -8647034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8647045.000000 Penalty: 5332.127441
	Iteration 45Q: 3 clusters Score -8647045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -8647033.000000 Penalty: 5332.127441
	Iteration 46Q: 3 clusters Score -8647033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8647021.000000 Penalty: 5332.127441
	Iteration 47Q: 3 clusters Score -8647021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8647037.000000 Penalty: 5332.127441
	Iteration 48Q: 3 clusters Score -8647037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8647036.000000 Penalty: 5332.127441
	Iteration 49Q: 3 clusters Score -8647036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8647035.000000 Penalty: 5332.127441
	Iteration 50Q: 3 clusters Score -8647035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8647028.000000 Penalty: 5332.127441
	Iteration 51Q: 3 clusters Score -8647028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8647031.000000 Penalty: 5332.127441
	Iteration 52Q: 3 clusters Score -8647031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8647031.000000 Penalty: 5332.127441
	Iteration 53Q: 3 clusters Score -8647031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8647029.000000 Penalty: 5332.127441
	Iteration 54Q: 3 clusters Score -8647029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -8647018.000000 Penalty: 5332.127441
	Iteration 55Q: 3 clusters Score -8647018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8647030.000000 Penalty: 5332.127441
	Iteration 56Q: 3 clusters Score -8647030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8647028.000000 Penalty: 5332.127441
	Iteration 57Q: 3 clusters Score -8647028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8647029.000000 Penalty: 5332.127441
	Iteration 58Q: 3 clusters Score -8647029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8647037.000000 Penalty: 5332.127441
	Iteration 59Q: 3 clusters Score -8647037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -8647020.000000 Penalty: 5332.127441
	Iteration 60F: 3 clusters Score -8647020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8647018.000000 Penalty: 5332.127441
	Iteration 61Q: 3 clusters Score -8647018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8647030.000000 Penalty: 5332.127441
	Iteration 62Q: 3 clusters Score -8647030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8647032.000000 Penalty: 5332.127441
	Iteration 63Q: 3 clusters Score -8647032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8647026.000000 Penalty: 5332.127441
	Iteration 64Q: 3 clusters Score -8647026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8647017.000000 Penalty: 5332.127441
	Iteration 65Q: 3 clusters Score -8647017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8647018.000000 Penalty: 5332.127441
	Iteration 66Q: 3 clusters Score -8647018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8647017.000000 Penalty: 5332.127441
	Iteration 67Q: 3 clusters Score -8647017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -8647011.000000 Penalty: 5332.127441
	Iteration 68Q: 3 clusters Score -8647011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8647017.000000 Penalty: 5332.127441
	Iteration 69Q: 3 clusters Score -8647017 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8647030.000000 Penalty: 5332.127441
	Iteration 70Q: 3 clusters Score -8647030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -8647027.000000 Penalty: 5332.127441
	Iteration 71Q: 3 clusters Score -8647027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -8647032.000000 Penalty: 5332.127441
	Iteration 72Q: 3 clusters Score -8647032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8647025.000000 Penalty: 5332.127441
	Iteration 73Q: 3 clusters Score -8647025 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8647024.000000 Penalty: 5332.127441
	Iteration 74Q: 3 clusters Score -8647024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8647038.000000 Penalty: 5332.127441
	Iteration 75Q: 3 clusters Score -8647038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8647039.000000 Penalty: 5332.127441
	Iteration 76Q: 3 clusters Score -8647039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -8647042.000000 Penalty: 5332.127441
	Iteration 77Q: 3 clusters Score -8647042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8647049.000000 Penalty: 5332.127441
	Iteration 78Q: 3 clusters Score -8647049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8647046.000000 Penalty: 5332.127441
	Iteration 79Q: 3 clusters Score -8647046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8647047.000000 Penalty: 5332.127441
	Iteration 80F: 3 clusters Score -8647047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8647039.000000 Penalty: 5332.127441
	Iteration 81Q: 3 clusters Score -8647039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8647039.000000 Penalty: 5332.127441
	Iteration 82Q: 3 clusters Score -8647039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8647037.000000 Penalty: 5332.127441
	Iteration 83Q: 3 clusters Score -8647037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8647049.000000 Penalty: 5332.127441
	Iteration 84Q: 3 clusters Score -8647049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8647054.000000 Penalty: 5332.127441
	Iteration 85Q: 3 clusters Score -8647054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8647059.000000 Penalty: 5332.127441
	Iteration 86Q: 3 clusters Score -8647059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8647048.000000 Penalty: 5332.127441
	Iteration 87Q: 3 clusters Score -8647048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8647057.000000 Penalty: 5332.127441
	Iteration 88Q: 3 clusters Score -8647057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8647056.000000 Penalty: 5332.127441
	Iteration 89Q: 3 clusters Score -8647056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8647051.000000 Penalty: 5332.127441
	Iteration 90Q: 3 clusters Score -8647051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8647048.000000 Penalty: 5332.127441
	Iteration 91Q: 3 clusters Score -8647048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8647045.000000 Penalty: 5332.127441
	Iteration 92Q: 3 clusters Score -8647045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8647035.000000 Penalty: 5332.127441
	Iteration 93Q: 3 clusters Score -8647035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8647035.000000 Penalty: 5332.127441
	Iteration 94Q: 3 clusters Score -8647035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8647033.000000 Penalty: 5332.127441
	Iteration 95Q: 3 clusters Score -8647033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8647040.000000 Penalty: 5332.127441
	Iteration 96Q: 3 clusters Score -8647040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8647036.000000 Penalty: 5332.127441
	Iteration 97Q: 3 clusters Score -8647036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8647036.000000 Penalty: 5332.127441
	Iteration 98Q: 3 clusters Score -8647036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8647048.000000 Penalty: 5332.127441
	Iteration 99Q: 3 clusters Score -8647048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8647048.000000 Penalty: 5332.127441
	Iteration 100F: 3 clusters Score -8647048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Entering Unmasked Estep 
Score: -9459959.000000 Penalty: 2686.253418
	Iteration 0F: 2 clusters Score -9459959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9429856.000000 Penalty: 5372.506836
	Iteration 0F: 3 clusters Score -9429856 nChanged 23320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 27000 members 
Entering Unmasked Estep 
Score: -9443094.000000 Penalty: 5372.506836
	Iteration 1F: 3 clusters Score -9443094 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -9443908.000000 Penalty: 5372.506836
	Iteration 2Q: 3 clusters Score -9443908 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -9444956.000000 Penalty: 5372.506836
	Iteration 3Q: 3 clusters Score -9444956 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -9446627.000000 Penalty: 5372.506836
	Iteration 4F: 3 clusters Score -9446627 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -9449021.000000 Penalty: 5372.506836
	Iteration 5F: 3 clusters Score -9449021 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 36562 members 
Entering Unmasked Estep 
Score: -9452288.000000 Penalty: 5372.506836
	Iteration 6F: 3 clusters Score -9452288 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -9455722.000000 Penalty: 5372.506836
	Iteration 7F: 3 clusters Score -9455722 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -9458511.000000 Penalty: 5372.506836
	Iteration 8F: 3 clusters Score -9458511 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -9460009.000000 Penalty: 5372.506836
	Iteration 9Q: 3 clusters Score -9460009 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -9460861.000000 Penalty: 5372.506836
	Iteration 10Q: 3 clusters Score -9460861 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -9461179.000000 Penalty: 5372.506836
	Iteration 11Q: 3 clusters Score -9461179 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -9461229.000000 Penalty: 5372.506836
	Iteration 12Q: 3 clusters Score -9461229 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -9461186.000000 Penalty: 5372.506836
	Iteration 13Q: 3 clusters Score -9461186 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9461076.000000 Penalty: 5372.506836
	Iteration 14Q: 3 clusters Score -9461076 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -9460994.000000 Penalty: 5372.506836
	Iteration 15Q: 3 clusters Score -9460994 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -9460889.000000 Penalty: 5372.506836
	Iteration 16Q: 3 clusters Score -9460889 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -9460720.000000 Penalty: 5372.506836
	Iteration 17Q: 3 clusters Score -9460720 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 47027 members 
Entering Unmasked Estep 
Score: -9460569.000000 Penalty: 5372.506836
	Iteration 18Q: 3 clusters Score -9460569 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -9460508.000000 Penalty: 5372.506836
	Iteration 19Q: 3 clusters Score -9460508 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
Score: -9460409.000000 Penalty: 5372.506836
	Iteration 20F: 3 clusters Score -9460409 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -9460348.000000 Penalty: 5372.506836
	Iteration 21Q: 3 clusters Score -9460348 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -9460262.000000 Penalty: 5372.506836
	Iteration 22Q: 3 clusters Score -9460262 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -9460154.000000 Penalty: 5372.506836
	Iteration 23Q: 3 clusters Score -9460154 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -9460084.000000 Penalty: 5372.506836
	Iteration 24Q: 3 clusters Score -9460084 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -9460023.000000 Penalty: 5372.506836
	Iteration 25Q: 3 clusters Score -9460023 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -9459967.000000 Penalty: 5372.506836
	Iteration 26Q: 3 clusters Score -9459967 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -9459909.000000 Penalty: 5372.506836
	Iteration 27Q: 3 clusters Score -9459909 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -9459867.000000 Penalty: 5372.506836
	Iteration 28Q: 3 clusters Score -9459867 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9459841.000000 Penalty: 5372.506836
	Iteration 29Q: 3 clusters Score -9459841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -9459786.000000 Penalty: 5372.506836
	Iteration 30Q: 3 clusters Score -9459786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -9459757.000000 Penalty: 5372.506836
	Iteration 31Q: 3 clusters Score -9459757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -9459732.000000 Penalty: 5372.506836
	Iteration 32Q: 3 clusters Score -9459732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -9459701.000000 Penalty: 5372.506836
	Iteration 33Q: 3 clusters Score -9459701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9459666.000000 Penalty: 5372.506836
	Iteration 34Q: 3 clusters Score -9459666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9459658.000000 Penalty: 5372.506836
	Iteration 35Q: 3 clusters Score -9459658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9459646.000000 Penalty: 5372.506836
	Iteration 36Q: 3 clusters Score -9459646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -9459622.000000 Penalty: 5372.506836
	Iteration 37Q: 3 clusters Score -9459622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 48745 members 
Entering Unmasked Estep 
Score: -9459624.000000 Penalty: 5372.506836
	Iteration 38Q: 3 clusters Score -9459624 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9459601.000000 Penalty: 5372.506836
	Iteration 39Q: 3 clusters Score -9459601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 48797 members 
Entering Unmasked Estep 
Score: -9459569.000000 Penalty: 5372.506836
	Iteration 40F: 3 clusters Score -9459569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 48823 members 
Entering Unmasked Estep 
Score: -9459565.000000 Penalty: 5372.506836
	Iteration 41Q: 3 clusters Score -9459565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -9459575.000000 Penalty: 5372.506836
	Iteration 42Q: 3 clusters Score -9459575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 48859 members 
Entering Unmasked Estep 
Score: -9459558.000000 Penalty: 5372.506836
	Iteration 43Q: 3 clusters Score -9459558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 48870 members 
Entering Unmasked Estep 
Score: -9459543.000000 Penalty: 5372.506836
	Iteration 44Q: 3 clusters Score -9459543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -9459522.000000 Penalty: 5372.506836
	Iteration 45Q: 3 clusters Score -9459522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 48896 members 
Entering Unmasked Estep 
Score: -9459514.000000 Penalty: 5372.506836
	Iteration 46Q: 3 clusters Score -9459514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -9459498.000000 Penalty: 5372.506836
	Iteration 47Q: 3 clusters Score -9459498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9459487.000000 Penalty: 5372.506836
	Iteration 48Q: 3 clusters Score -9459487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -9459475.000000 Penalty: 5372.506836
	Iteration 49Q: 3 clusters Score -9459475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -9459476.000000 Penalty: 5372.506836
	Iteration 50Q: 3 clusters Score -9459476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 48957 members 
Entering Unmasked Estep 
Score: -9459460.000000 Penalty: 5372.506836
	Iteration 51Q: 3 clusters Score -9459460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -9459465.000000 Penalty: 5372.506836
	Iteration 52Q: 3 clusters Score -9459465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -9459462.000000 Penalty: 5372.506836
	Iteration 53Q: 3 clusters Score -9459462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9459452.000000 Penalty: 5372.506836
	Iteration 54Q: 3 clusters Score -9459452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -9459439.000000 Penalty: 5372.506836
	Iteration 55Q: 3 clusters Score -9459439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -9459445.000000 Penalty: 5372.506836
	Iteration 56Q: 3 clusters Score -9459445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 48987 members 
Entering Unmasked Estep 
Score: -9459451.000000 Penalty: 5372.506836
	Iteration 57Q: 3 clusters Score -9459451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -9459441.000000 Penalty: 5372.506836
	Iteration 58Q: 3 clusters Score -9459441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -9459445.000000 Penalty: 5372.506836
	Iteration 59Q: 3 clusters Score -9459445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -9459437.000000 Penalty: 5372.506836
	Iteration 60F: 3 clusters Score -9459437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9459431.000000 Penalty: 5372.506836
	Iteration 61Q: 3 clusters Score -9459431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9459431.000000 Penalty: 5372.506836
	Iteration 62F: 3 clusters Score -9459431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 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 356 members 
Entering Unmasked Estep 
Score: -106604.523438 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106604.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107069.875000 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107069.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107326.125000 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107326.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107593.171875 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107593.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107788.640625 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -107788.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107921.835938 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -108001.648438 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -108001.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -108068.093750 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -108068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108078.679688 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -108078.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108083.117188 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -108083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -108084.390625 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -108084.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108088.882812 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -108088.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -108089.390625 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -108089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108091.875000 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -108091.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -108091.875000 Penalty: 3269.470215
	Iteration 14F: 3 clusters Score -108091.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54903 members 
Entering Unmasked Estep 
Score: -10332159.000000 Penalty: 2706.504150
	Iteration 0F: 2 clusters Score -1.033216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -10300981.000000 Penalty: 5413.008301
	Iteration 0F: 3 clusters Score -1.030098e+07 nChanged 25566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -10315090.000000 Penalty: 5413.008301
	Iteration 1F: 3 clusters Score -1.031509e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -10315746.000000 Penalty: 5413.008301
	Iteration 2Q: 3 clusters Score -1.031575e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -10316410.000000 Penalty: 5413.008301
	Iteration 3Q: 3 clusters Score -1.031641e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -10317357.000000 Penalty: 5413.008301
	Iteration 4Q: 3 clusters Score -1.031736e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -10318886.000000 Penalty: 5413.008301
	Iteration 5F: 3 clusters Score -1.031889e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -10321332.000000 Penalty: 5413.008301
	Iteration 6F: 3 clusters Score -1.032133e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -10324509.000000 Penalty: 5413.008301
	Iteration 7F: 3 clusters Score -1.032451e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -10327195.000000 Penalty: 5413.008301
	Iteration 8F: 3 clusters Score -1.03272e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -10328434.000000 Penalty: 5413.008301
	Iteration 9F: 3 clusters Score -1.032843e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -10328943.000000 Penalty: 5413.008301
	Iteration 10Q: 3 clusters Score -1.032894e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -10329359.000000 Penalty: 5413.008301
	Iteration 11Q: 3 clusters Score -1.032936e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10329608.000000 Penalty: 5413.008301
	Iteration 12Q: 3 clusters Score -1.032961e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10329737.000000 Penalty: 5413.008301
	Iteration 13Q: 3 clusters Score -1.032974e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -10329788.000000 Penalty: 5413.008301
	Iteration 14Q: 3 clusters Score -1.032979e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54470 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10329815.000000 Penalty: 5413.008301
	Iteration 15Q: 3 clusters Score -1.032982e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10329849.000000 Penalty: 5413.008301
	Iteration 16Q: 3 clusters Score -1.032985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10329856.000000 Penalty: 5413.008301
	Iteration 17Q: 3 clusters Score -1.032986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10329887.000000 Penalty: 5413.008301
	Iteration 18Q: 3 clusters Score -1.032989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -10329910.000000 Penalty: 5413.008301
	Iteration 19Q: 3 clusters Score -1.032991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -10329911.000000 Penalty: 5413.008301
	Iteration 20F: 3 clusters Score -1.032991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10329916.000000 Penalty: 5413.008301
	Iteration 21Q: 3 clusters Score -1.032992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10329924.000000 Penalty: 5413.008301
	Iteration 22Q: 3 clusters Score -1.032992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10329930.000000 Penalty: 5413.008301
	Iteration 23Q: 3 clusters Score -1.032993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10329954.000000 Penalty: 5413.008301
	Iteration 24Q: 3 clusters Score -1.032995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -10329972.000000 Penalty: 5413.008301
	Iteration 25Q: 3 clusters Score -1.032997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10329969.000000 Penalty: 5413.008301
	Iteration 26Q: 3 clusters Score -1.032997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -10329968.000000 Penalty: 5413.008301
	Iteration 27Q: 3 clusters Score -1.032997e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10329973.000000 Penalty: 5413.008301
	Iteration 28Q: 3 clusters Score -1.032997e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54568 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -10329973.000000 Penalty: 5413.008301
	Iteration 29F: 3 clusters Score -1.032997e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Entering Unmasked Estep 
Score: -7136869.500000 Penalty: 2618.808350
	Iteration 0F: 2 clusters Score -7136870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -7111041.500000 Penalty: 5237.616699
	Iteration 0F: 3 clusters Score -7111042 nChanged 17390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -7120721.000000 Penalty: 5237.616699
	Iteration 1F: 3 clusters Score -7120721 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -7121182.500000 Penalty: 5237.616699
	Iteration 2Q: 3 clusters Score -7121182 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7121789.500000 Penalty: 5237.616699
	Iteration 3Q: 3 clusters Score -7121790 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -7122540.500000 Penalty: 5237.616699
	Iteration 4Q: 3 clusters Score -7122540 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -7123597.500000 Penalty: 5237.616699
	Iteration 5F: 3 clusters Score -7123598 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -7125124.000000 Penalty: 5237.616699
	Iteration 6F: 3 clusters Score -7125124 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -7127157.500000 Penalty: 5237.616699
	Iteration 7F: 3 clusters Score -7127158 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7129443.500000 Penalty: 5237.616699
	Iteration 8F: 3 clusters Score -7129444 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -7131446.500000 Penalty: 5237.616699
	Iteration 9F: 3 clusters Score -7131446 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -7132776.000000 Penalty: 5237.616699
	Iteration 10Q: 3 clusters Score -7132776 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7133527.000000 Penalty: 5237.616699
	Iteration 11Q: 3 clusters Score -7133527 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -7133967.500000 Penalty: 5237.616699
	Iteration 12Q: 3 clusters Score -7133968 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7134219.500000 Penalty: 5237.616699
	Iteration 13Q: 3 clusters Score -7134220 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7134353.000000 Penalty: 5237.616699
	Iteration 14Q: 3 clusters Score -7134353 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7134429.000000 Penalty: 5237.616699
	Iteration 15Q: 3 clusters Score -7134429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7134485.000000 Penalty: 5237.616699
	Iteration 16Q: 3 clusters Score -7134485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7134495.500000 Penalty: 5237.616699
	Iteration 17Q: 3 clusters Score -7134496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7134521.500000 Penalty: 5237.616699
	Iteration 18Q: 3 clusters Score -7134522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7134541.500000 Penalty: 5237.616699
	Iteration 19Q: 3 clusters Score -7134542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7134553.500000 Penalty: 5237.616699
	Iteration 20F: 3 clusters Score -7134554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7134565.000000 Penalty: 5237.616699
	Iteration 21Q: 3 clusters Score -7134565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7134569.500000 Penalty: 5237.616699
	Iteration 22Q: 3 clusters Score -7134570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7134575.000000 Penalty: 5237.616699
	Iteration 23Q: 3 clusters Score -7134575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7134581.000000 Penalty: 5237.616699
	Iteration 24Q: 3 clusters Score -7134581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -7134578.500000 Penalty: 5237.616699
	Iteration 25Q: 3 clusters Score -7134578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -7134576.000000 Penalty: 5237.616699
	Iteration 26Q: 3 clusters Score -7134576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7134579.000000 Penalty: 5237.616699
	Iteration 27Q: 3 clusters Score -7134579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -7134582.000000 Penalty: 5237.616699
	Iteration 28Q: 3 clusters Score -7134582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7134591.000000 Penalty: 5237.616699
	Iteration 29Q: 3 clusters Score -7134591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38202 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7134591.000000 Penalty: 5237.616699
	Iteration 30F: 3 clusters Score -7134591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104192.539062 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104192.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104627.156250 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104627.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104809.453125 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104809.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104971.875000 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -104971.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105069.765625 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105069.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105156.312500 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105156.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105212.554688 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105234.773438 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105246.617188 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105255.921875 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105257.523438 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105264.257812 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105264.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105270.703125 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105270.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105273.187500 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105273.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105273.187500 Penalty: 3336.211914
	Iteration 14F: 3 clusters Score -105273.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Entering Unmasked Estep 
Score: -5322157.500000 Penalty: 2543.202393
	Iteration 0F: 2 clusters Score -5322158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -5302695.500000 Penalty: 5086.404785
	Iteration 0F: 3 clusters Score -5302696 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -5309346.500000 Penalty: 5086.404785
	Iteration 1F: 3 clusters Score -5309346 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -5309733.500000 Penalty: 5086.404785
	Iteration 2Q: 3 clusters Score -5309734 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5310042.000000 Penalty: 5086.404785
	Iteration 3Q: 3 clusters Score -5310042 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5310346.500000 Penalty: 5086.404785
	Iteration 4Q: 3 clusters Score -5310346 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -5310632.000000 Penalty: 5086.404785
	Iteration 5Q: 3 clusters Score -5310632 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -5311048.500000 Penalty: 5086.404785
	Iteration 6Q: 3 clusters Score -5311048 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5311660.500000 Penalty: 5086.404785
	Iteration 7Q: 3 clusters Score -5311660 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5312523.500000 Penalty: 5086.404785
	Iteration 8F: 3 clusters Score -5312524 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5313712.500000 Penalty: 5086.404785
	Iteration 9F: 3 clusters Score -5313712 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5315095.000000 Penalty: 5086.404785
	Iteration 10F: 3 clusters Score -5315095 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -5316394.500000 Penalty: 5086.404785
	Iteration 11F: 3 clusters Score -5316394 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5317540.500000 Penalty: 5086.404785
	Iteration 12Q: 3 clusters Score -5317540 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -5318429.000000 Penalty: 5086.404785
	Iteration 13Q: 3 clusters Score -5318429 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5318990.500000 Penalty: 5086.404785
	Iteration 14Q: 3 clusters Score -5318990 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -5319398.500000 Penalty: 5086.404785
	Iteration 15Q: 3 clusters Score -5319398 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -5319637.000000 Penalty: 5086.404785
	Iteration 16Q: 3 clusters Score -5319637 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -5319755.500000 Penalty: 5086.404785
	Iteration 17Q: 3 clusters Score -5319756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -5319826.000000 Penalty: 5086.404785
	Iteration 18Q: 3 clusters Score -5319826 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -5319888.000000 Penalty: 5086.404785
	Iteration 19Q: 3 clusters Score -5319888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5319929.500000 Penalty: 5086.404785
	Iteration 20F: 3 clusters Score -5319930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -5319953.000000 Penalty: 5086.404785
	Iteration 21Q: 3 clusters Score -5319953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -5319969.000000 Penalty: 5086.404785
	Iteration 22Q: 3 clusters Score -5319969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5320000.500000 Penalty: 5086.404785
	Iteration 23Q: 3 clusters Score -5320000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5320008.000000 Penalty: 5086.404785
	Iteration 24Q: 3 clusters Score -5320008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5320014.500000 Penalty: 5086.404785
	Iteration 25Q: 3 clusters Score -5320014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -5320017.500000 Penalty: 5086.404785
	Iteration 26Q: 3 clusters Score -5320018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5320027.500000 Penalty: 5086.404785
	Iteration 27Q: 3 clusters Score -5320028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5320031.500000 Penalty: 5086.404785
	Iteration 28Q: 3 clusters Score -5320032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5320031.500000 Penalty: 5086.404785
	Iteration 29F: 3 clusters Score -5320032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Entering Unmasked Estep 
Score: -4886597.500000 Penalty: 2529.423096
	Iteration 0F: 2 clusters Score -4886598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4868074.500000 Penalty: 5058.846191
	Iteration 0F: 3 clusters Score -4868074 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4874674.000000 Penalty: 5058.846191
	Iteration 1F: 3 clusters Score -4874674 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -4875152.500000 Penalty: 5058.846191
	Iteration 2F: 3 clusters Score -4875152 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4875652.000000 Penalty: 5058.846191
	Iteration 3Q: 3 clusters Score -4875652 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -4876112.500000 Penalty: 5058.846191
	Iteration 4Q: 3 clusters Score -4876112 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -4876593.500000 Penalty: 5058.846191
	Iteration 5Q: 3 clusters Score -4876594 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -4877109.000000 Penalty: 5058.846191
	Iteration 6Q: 3 clusters Score -4877109 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4877723.500000 Penalty: 5058.846191
	Iteration 7Q: 3 clusters Score -4877724 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -4878388.500000 Penalty: 5058.846191
	Iteration 8Q: 3 clusters Score -4878388 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4879113.500000 Penalty: 5058.846191
	Iteration 9Q: 3 clusters Score -4879114 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4879848.000000 Penalty: 5058.846191
	Iteration 10Q: 3 clusters Score -4879848 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4880580.000000 Penalty: 5058.846191
	Iteration 11Q: 3 clusters Score -4880580 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -4881239.500000 Penalty: 5058.846191
	Iteration 12Q: 3 clusters Score -4881240 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4881847.000000 Penalty: 5058.846191
	Iteration 13Q: 3 clusters Score -4881847 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4882450.000000 Penalty: 5058.846191
	Iteration 14Q: 3 clusters Score -4882450 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4883035.500000 Penalty: 5058.846191
	Iteration 15Q: 3 clusters Score -4883036 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4883532.500000 Penalty: 5058.846191
	Iteration 16Q: 3 clusters Score -4883532 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4883899.000000 Penalty: 5058.846191
	Iteration 17Q: 3 clusters Score -4883899 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4884125.000000 Penalty: 5058.846191
	Iteration 18Q: 3 clusters Score -4884125 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4884213.000000 Penalty: 5058.846191
	Iteration 19Q: 3 clusters Score -4884213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4884295.000000 Penalty: 5058.846191
	Iteration 20F: 3 clusters Score -4884295 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4884340.000000 Penalty: 5058.846191
	Iteration 21Q: 3 clusters Score -4884340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4884374.500000 Penalty: 5058.846191
	Iteration 22Q: 3 clusters Score -4884374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4884396.500000 Penalty: 5058.846191
	Iteration 23Q: 3 clusters Score -4884396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4884407.500000 Penalty: 5058.846191
	Iteration 24Q: 3 clusters Score -4884408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4884419.500000 Penalty: 5058.846191
	Iteration 25Q: 3 clusters Score -4884420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4884429.000000 Penalty: 5058.846191
	Iteration 26Q: 3 clusters Score -4884429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4884435.500000 Penalty: 5058.846191
	Iteration 27Q: 3 clusters Score -4884436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4884444.000000 Penalty: 5058.846191
	Iteration 28Q: 3 clusters Score -4884444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4884445.500000 Penalty: 5058.846191
	Iteration 29Q: 3 clusters Score -4884446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4884443.500000 Penalty: 5058.846191
	Iteration 30Q: 3 clusters Score -4884444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4884443.500000 Penalty: 5058.846191
	Iteration 31F: 3 clusters Score -4884444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Entering Unmasked Estep 
Score: -8597567.000000 Penalty: 2661.702881
	Iteration 0F: 2 clusters Score -8597567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8568042.000000 Penalty: 5323.405762
	Iteration 0F: 3 clusters Score -8568042 nChanged 21030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8579515.000000 Penalty: 5323.405762
	Iteration 1F: 3 clusters Score -8579515 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8580175.000000 Penalty: 5323.405762
	Iteration 2Q: 3 clusters Score -8580175 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -8580933.000000 Penalty: 5323.405762
	Iteration 3Q: 3 clusters Score -8580933 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -8581968.000000 Penalty: 5323.405762
	Iteration 4Q: 3 clusters Score -8581968 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -8583523.000000 Penalty: 5323.405762
	Iteration 5F: 3 clusters Score -8583523 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -8585913.000000 Penalty: 5323.405762
	Iteration 6F: 3 clusters Score -8585913 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -8588725.000000 Penalty: 5323.405762
	Iteration 7F: 3 clusters Score -8588725 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -8591195.000000 Penalty: 5323.405762
	Iteration 8F: 3 clusters Score -8591195 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8593067.000000 Penalty: 5323.405762
	Iteration 9Q: 3 clusters Score -8593067 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8594115.000000 Penalty: 5323.405762
	Iteration 10Q: 3 clusters Score -8594115 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8594591.000000 Penalty: 5323.405762
	Iteration 11Q: 3 clusters Score -8594591 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8594864.000000 Penalty: 5323.405762
	Iteration 12Q: 3 clusters Score -8594864 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8595039.000000 Penalty: 5323.405762
	Iteration 13Q: 3 clusters Score -8595039 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8595133.000000 Penalty: 5323.405762
	Iteration 14Q: 3 clusters Score -8595133 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8595184.000000 Penalty: 5323.405762
	Iteration 15Q: 3 clusters Score -8595184 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8595219.000000 Penalty: 5323.405762
	Iteration 16Q: 3 clusters Score -8595219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8595241.000000 Penalty: 5323.405762
	Iteration 17Q: 3 clusters Score -8595241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8595261.000000 Penalty: 5323.405762
	Iteration 18Q: 3 clusters Score -8595261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8595273.000000 Penalty: 5323.405762
	Iteration 19Q: 3 clusters Score -8595273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8595274.000000 Penalty: 5323.405762
	Iteration 20F: 3 clusters Score -8595274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8595297.000000 Penalty: 5323.405762
	Iteration 21Q: 3 clusters Score -8595297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8595300.000000 Penalty: 5323.405762
	Iteration 22Q: 3 clusters Score -8595300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8595297.000000 Penalty: 5323.405762
	Iteration 23Q: 3 clusters Score -8595297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8595314.000000 Penalty: 5323.405762
	Iteration 24Q: 3 clusters Score -8595314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8595322.000000 Penalty: 5323.405762
	Iteration 25Q: 3 clusters Score -8595322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8595324.000000 Penalty: 5323.405762
	Iteration 26Q: 3 clusters Score -8595324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8595325.000000 Penalty: 5323.405762
	Iteration 27Q: 3 clusters Score -8595325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8595330.000000 Penalty: 5323.405762
	Iteration 28Q: 3 clusters Score -8595330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8595345.000000 Penalty: 5323.405762
	Iteration 29Q: 3 clusters Score -8595345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8595347.000000 Penalty: 5323.405762
	Iteration 30Q: 3 clusters Score -8595347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8595347.000000 Penalty: 5323.405762
	Iteration 31Q: 3 clusters Score -8595347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8595345.000000 Penalty: 5323.405762
	Iteration 32Q: 3 clusters Score -8595345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8595349.000000 Penalty: 5323.405762
	Iteration 33Q: 3 clusters Score -8595349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8595349.000000 Penalty: 5323.405762
	Iteration 34F: 3 clusters Score -8595349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Entering Unmasked Estep 
Score: -6617692.500000 Penalty: 2598.911621
	Iteration 0F: 2 clusters Score -6617692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -6594131.500000 Penalty: 5197.823242
	Iteration 0F: 3 clusters Score -6594132 nChanged 16092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -6602899.500000 Penalty: 5197.823242
	Iteration 1F: 3 clusters Score -6602900 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -6603310.500000 Penalty: 5197.823242
	Iteration 2Q: 3 clusters Score -6603310 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -6603649.000000 Penalty: 5197.823242
	Iteration 3Q: 3 clusters Score -6603649 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -6603987.000000 Penalty: 5197.823242
	Iteration 4Q: 3 clusters Score -6603987 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -6604317.500000 Penalty: 5197.823242
	Iteration 5Q: 3 clusters Score -6604318 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -6604698.500000 Penalty: 5197.823242
	Iteration 6Q: 3 clusters Score -6604698 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -6605183.000000 Penalty: 5197.823242
	Iteration 7Q: 3 clusters Score -6605183 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -6605841.500000 Penalty: 5197.823242
	Iteration 8Q: 3 clusters Score -6605842 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -6606754.500000 Penalty: 5197.823242
	Iteration 9Q: 3 clusters Score -6606754 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6608127.000000 Penalty: 5197.823242
	Iteration 10F: 3 clusters Score -6608127 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -6610024.500000 Penalty: 5197.823242
	Iteration 11F: 3 clusters Score -6610024 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -6611870.500000 Penalty: 5197.823242
	Iteration 12F: 3 clusters Score -6611870 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -6613314.500000 Penalty: 5197.823242
	Iteration 13F: 3 clusters Score -6613314 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6614252.500000 Penalty: 5197.823242
	Iteration 14Q: 3 clusters Score -6614252 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -6614835.500000 Penalty: 5197.823242
	Iteration 15Q: 3 clusters Score -6614836 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -6615163.500000 Penalty: 5197.823242
	Iteration 16Q: 3 clusters Score -6615164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -6615317.500000 Penalty: 5197.823242
	Iteration 17Q: 3 clusters Score -6615318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -6615388.500000 Penalty: 5197.823242
	Iteration 18Q: 3 clusters Score -6615388 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -6615439.500000 Penalty: 5197.823242
	Iteration 19Q: 3 clusters Score -6615440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -6615477.500000 Penalty: 5197.823242
	Iteration 20F: 3 clusters Score -6615478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6615513.000000 Penalty: 5197.823242
	Iteration 21Q: 3 clusters Score -6615513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -6615531.000000 Penalty: 5197.823242
	Iteration 22Q: 3 clusters Score -6615531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -6615555.000000 Penalty: 5197.823242
	Iteration 23Q: 3 clusters Score -6615555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -6615559.000000 Penalty: 5197.823242
	Iteration 24Q: 3 clusters Score -6615559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -6615569.000000 Penalty: 5197.823242
	Iteration 25Q: 3 clusters Score -6615569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -6615576.000000 Penalty: 5197.823242
	Iteration 26Q: 3 clusters Score -6615576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6615574.000000 Penalty: 5197.823242
	Iteration 27Q: 3 clusters Score -6615574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -6615586.500000 Penalty: 5197.823242
	Iteration 28Q: 3 clusters Score -6615586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -6615584.000000 Penalty: 5197.823242
	Iteration 29Q: 3 clusters Score -6615584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -6615584.000000 Penalty: 5197.823242
	Iteration 30F: 3 clusters Score -6615584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Entering Unmasked Estep 
Score: -1191931.875000 Penalty: 2173.019775
	Iteration 0F: 2 clusters Score -1191932 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 3175 members 
Entering Unmasked Estep 
Score: -1186553.750000 Penalty: 4346.039551
	Iteration 0F: 3 clusters Score -1186554 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1187892.375000 Penalty: 4346.039551
	Iteration 1F: 3 clusters Score -1187892 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1188074.875000 Penalty: 4346.039551
	Iteration 2F: 3 clusters Score -1188075 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1188192.375000 Penalty: 4346.039551
	Iteration 3Q: 3 clusters Score -1188192 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1188291.250000 Penalty: 4346.039551
	Iteration 4Q: 3 clusters Score -1188291 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1188371.500000 Penalty: 4346.039551
	Iteration 5Q: 3 clusters Score -1188372 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1188432.500000 Penalty: 4346.039551
	Iteration 6Q: 3 clusters Score -1188432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1188488.125000 Penalty: 4346.039551
	Iteration 7Q: 3 clusters Score -1188488 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1188544.250000 Penalty: 4346.039551
	Iteration 8Q: 3 clusters Score -1188544 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1188592.750000 Penalty: 4346.039551
	Iteration 9Q: 3 clusters Score -1188593 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1188647.750000 Penalty: 4346.039551
	Iteration 10Q: 3 clusters Score -1188648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1188692.000000 Penalty: 4346.039551
	Iteration 11Q: 3 clusters Score -1188692 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1188756.250000 Penalty: 4346.039551
	Iteration 12Q: 3 clusters Score -1188756 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1188832.875000 Penalty: 4346.039551
	Iteration 13Q: 3 clusters Score -1188833 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1188938.000000 Penalty: 4346.039551
	Iteration 14Q: 3 clusters Score -1188938 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1189062.000000 Penalty: 4346.039551
	Iteration 15Q: 3 clusters Score -1189062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1189166.125000 Penalty: 4346.039551
	Iteration 16Q: 3 clusters Score -1189166 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1189276.875000 Penalty: 4346.039551
	Iteration 17Q: 3 clusters Score -1189277 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1189383.875000 Penalty: 4346.039551
	Iteration 18Q: 3 clusters Score -1189384 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1189484.625000 Penalty: 4346.039551
	Iteration 19Q: 3 clusters Score -1189485 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1189593.500000 Penalty: 4346.039551
	Iteration 20F: 3 clusters Score -1189594 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1189684.375000 Penalty: 4346.039551
	Iteration 21Q: 3 clusters Score -1189684 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1189741.375000 Penalty: 4346.039551
	Iteration 22Q: 3 clusters Score -1189741 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1189792.500000 Penalty: 4346.039551
	Iteration 23Q: 3 clusters Score -1189792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1189830.375000 Penalty: 4346.039551
	Iteration 24Q: 3 clusters Score -1189830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1189856.250000 Penalty: 4346.039551
	Iteration 25Q: 3 clusters Score -1189856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1189880.625000 Penalty: 4346.039551
	Iteration 26Q: 3 clusters Score -1189881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1189904.500000 Penalty: 4346.039551
	Iteration 27Q: 3 clusters Score -1189904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1189927.000000 Penalty: 4346.039551
	Iteration 28Q: 3 clusters Score -1189927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1189941.250000 Penalty: 4346.039551
	Iteration 29Q: 3 clusters Score -1189941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1189960.875000 Penalty: 4346.039551
	Iteration 30Q: 3 clusters Score -1189961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1189971.375000 Penalty: 4346.039551
	Iteration 31Q: 3 clusters Score -1189971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1189983.000000 Penalty: 4346.039551
	Iteration 32Q: 3 clusters Score -1189983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1189990.625000 Penalty: 4346.039551
	Iteration 33Q: 3 clusters Score -1189991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1189998.875000 Penalty: 4346.039551
	Iteration 34Q: 3 clusters Score -1189999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1190003.000000 Penalty: 4346.039551
	Iteration 35Q: 3 clusters Score -1190003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1190004.250000 Penalty: 4346.039551
	Iteration 36Q: 3 clusters Score -1190004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1190007.500000 Penalty: 4346.039551
	Iteration 37Q: 3 clusters Score -1190008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1190008.875000 Penalty: 4346.039551
	Iteration 38Q: 3 clusters Score -1190009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1190013.000000 Penalty: 4346.039551
	Iteration 39Q: 3 clusters Score -1190013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1190012.500000 Penalty: 4346.039551
	Iteration 40F: 3 clusters Score -1190012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1190012.250000 Penalty: 4346.039551
	Iteration 41Q: 3 clusters Score -1190012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1190012.250000 Penalty: 4346.039551
	Iteration 42F: 3 clusters Score -1190012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Entering Unmasked Estep 
Score: -9559457.000000 Penalty: 2688.147949
	Iteration 0F: 2 clusters Score -9559457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -9530096.000000 Penalty: 5376.295898
	Iteration 0F: 3 clusters Score -9530096 nChanged 23547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -9543103.000000 Penalty: 5376.295898
	Iteration 1F: 3 clusters Score -9543103 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -9543531.000000 Penalty: 5376.295898
	Iteration 2Q: 3 clusters Score -9543531 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -9544042.000000 Penalty: 5376.295898
	Iteration 3Q: 3 clusters Score -9544042 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -9544537.000000 Penalty: 5376.295898
	Iteration 4Q: 3 clusters Score -9544537 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9545252.000000 Penalty: 5376.295898
	Iteration 5Q: 3 clusters Score -9545252 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -9546305.000000 Penalty: 5376.295898
	Iteration 6Q: 3 clusters Score -9546305 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -9548099.000000 Penalty: 5376.295898
	Iteration 7F: 3 clusters Score -9548099 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -9550710.000000 Penalty: 5376.295898
	Iteration 8F: 3 clusters Score -9550710 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -9554056.000000 Penalty: 5376.295898
	Iteration 9F: 3 clusters Score -9554056 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9556722.000000 Penalty: 5376.295898
	Iteration 10F: 3 clusters Score -9556722 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -9557236.000000 Penalty: 5376.295898
	Iteration 11Q: 3 clusters Score -9557236 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -9557165.000000 Penalty: 5376.295898
	Iteration 12Q: 3 clusters Score -9557165 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -9557172.000000 Penalty: 5376.295898
	Iteration 13Q: 3 clusters Score -9557172 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -9557197.000000 Penalty: 5376.295898
	Iteration 14Q: 3 clusters Score -9557197 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -9557232.000000 Penalty: 5376.295898
	Iteration 15Q: 3 clusters Score -9557232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -9557267.000000 Penalty: 5376.295898
	Iteration 16Q: 3 clusters Score -9557267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
Score: -9557295.000000 Penalty: 5376.295898
	Iteration 17Q: 3 clusters Score -9557295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -9557308.000000 Penalty: 5376.295898
	Iteration 18Q: 3 clusters Score -9557308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -9557307.000000 Penalty: 5376.295898
	Iteration 19Q: 3 clusters Score -9557307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9557316.000000 Penalty: 5376.295898
	Iteration 20F: 3 clusters Score -9557316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9557324.000000 Penalty: 5376.295898
	Iteration 21Q: 3 clusters Score -9557324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -9557322.000000 Penalty: 5376.295898
	Iteration 22Q: 3 clusters Score -9557322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -9557322.000000 Penalty: 5376.295898
	Iteration 23F: 3 clusters Score -9557322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -201941.546875 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -201941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -199863.218750 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -199863.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -200340.546875 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -200340.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -200573.250000 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -200573.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -200787.796875 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -200787.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -200939.718750 Penalty: 3527.714355
	Iteration 4F: 3 clusters Score -200939.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -201064.812500 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -201064.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -201139.796875 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -201139.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -201186.703125 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -201186.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -201303.968750 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -201304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -201415.375000 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -201415.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -201462.937500 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -201462.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -201490.062500 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -201490.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -201553.765625 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -201553.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -201604.968750 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -201605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -201637.171875 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -201637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -201652.640625 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -201652.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -201667.968750 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -201668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -201676.703125 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -201676.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -201681.812500 Penalty: 3527.714355
	Iteration 18Q: 3 clusters Score -201681.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -201688.296875 Penalty: 3527.714355
	Iteration 19Q: 3 clusters Score -201688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -201694.828125 Penalty: 3527.714355
	Iteration 20F: 3 clusters Score -201694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Entering Unmasked Estep 
Score: -8117534.000000 Penalty: 2649.536377
	Iteration 0F: 2 clusters Score -8117534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8088546.000000 Penalty: 5299.072754
	Iteration 0F: 3 clusters Score -8088546 nChanged 19937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8099557.000000 Penalty: 5299.072754
	Iteration 1F: 3 clusters Score -8099557 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8100146.500000 Penalty: 5299.072754
	Iteration 2Q: 3 clusters Score -8100146 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8100706.000000 Penalty: 5299.072754
	Iteration 3Q: 3 clusters Score -8100706 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -8101351.500000 Penalty: 5299.072754
	Iteration 4Q: 3 clusters Score -8101352 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -8102066.000000 Penalty: 5299.072754
	Iteration 5Q: 3 clusters Score -8102066 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -8103043.500000 Penalty: 5299.072754
	Iteration 6Q: 3 clusters Score -8103044 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -8104229.000000 Penalty: 5299.072754
	Iteration 7Q: 3 clusters Score -8104229 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8105649.500000 Penalty: 5299.072754
	Iteration 8F: 3 clusters Score -8105650 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -8107163.000000 Penalty: 5299.072754
	Iteration 9F: 3 clusters Score -8107163 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -8108580.500000 Penalty: 5299.072754
	Iteration 10F: 3 clusters Score -8108580 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -8109675.000000 Penalty: 5299.072754
	Iteration 11Q: 3 clusters Score -8109675 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8110210.500000 Penalty: 5299.072754
	Iteration 12Q: 3 clusters Score -8110210 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8110498.000000 Penalty: 5299.072754
	Iteration 13Q: 3 clusters Score -8110498 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8110644.000000 Penalty: 5299.072754
	Iteration 14Q: 3 clusters Score -8110644 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -8110718.000000 Penalty: 5299.072754
	Iteration 15Q: 3 clusters Score -8110718 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -8110792.000000 Penalty: 5299.072754
	Iteration 16Q: 3 clusters Score -8110792 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -8110818.500000 Penalty: 5299.072754
	Iteration 17Q: 3 clusters Score -8110818 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -8110849.500000 Penalty: 5299.072754
	Iteration 18Q: 3 clusters Score -8110850 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -8110880.000000 Penalty: 5299.072754
	Iteration 19Q: 3 clusters Score -8110880 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -8110902.500000 Penalty: 5299.072754
	Iteration 20F: 3 clusters Score -8110902 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -8110929.000000 Penalty: 5299.072754
	Iteration 21Q: 3 clusters Score -8110929 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -8110971.000000 Penalty: 5299.072754
	Iteration 22Q: 3 clusters Score -8110971 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -8111016.500000 Penalty: 5299.072754
	Iteration 23Q: 3 clusters Score -8111016 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 28708 members 
Entering Unmasked Estep 
Score: -8111052.000000 Penalty: 5299.072754
	Iteration 24Q: 3 clusters Score -8111052 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -8111095.500000 Penalty: 5299.072754
	Iteration 25Q: 3 clusters Score -8111096 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -8111118.000000 Penalty: 5299.072754
	Iteration 26Q: 3 clusters Score -8111118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -8111200.500000 Penalty: 5299.072754
	Iteration 27Q: 3 clusters Score -8111200 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -8111246.000000 Penalty: 5299.072754
	Iteration 28Q: 3 clusters Score -8111246 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -8111298.500000 Penalty: 5299.072754
	Iteration 29Q: 3 clusters Score -8111298 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -8111350.000000 Penalty: 5299.072754
	Iteration 30Q: 3 clusters Score -8111350 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -8111406.000000 Penalty: 5299.072754
	Iteration 31Q: 3 clusters Score -8111406 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -8111458.000000 Penalty: 5299.072754
	Iteration 32Q: 3 clusters Score -8111458 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8111513.000000 Penalty: 5299.072754
	Iteration 33Q: 3 clusters Score -8111513 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8111572.000000 Penalty: 5299.072754
	Iteration 34Q: 3 clusters Score -8111572 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -8111684.500000 Penalty: 5299.072754
	Iteration 35Q: 3 clusters Score -8111684 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -8111773.000000 Penalty: 5299.072754
	Iteration 36Q: 3 clusters Score -8111773 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8111881.500000 Penalty: 5299.072754
	Iteration 37Q: 3 clusters Score -8111882 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -8111967.000000 Penalty: 5299.072754
	Iteration 38Q: 3 clusters Score -8111967 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -8112107.000000 Penalty: 5299.072754
	Iteration 39Q: 3 clusters Score -8112107 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8112248.000000 Penalty: 5299.072754
	Iteration 40F: 3 clusters Score -8112248 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8112366.000000 Penalty: 5299.072754
	Iteration 41Q: 3 clusters Score -8112366 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -8112468.000000 Penalty: 5299.072754
	Iteration 42Q: 3 clusters Score -8112468 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -8112579.500000 Penalty: 5299.072754
	Iteration 43Q: 3 clusters Score -8112580 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -8112764.000000 Penalty: 5299.072754
	Iteration 44Q: 3 clusters Score -8112764 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -8112900.000000 Penalty: 5299.072754
	Iteration 45Q: 3 clusters Score -8112900 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -8113035.000000 Penalty: 5299.072754
	Iteration 46Q: 3 clusters Score -8113035 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8113205.500000 Penalty: 5299.072754
	Iteration 47Q: 3 clusters Score -8113206 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8113368.000000 Penalty: 5299.072754
	Iteration 48Q: 3 clusters Score -8113368 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -8113514.000000 Penalty: 5299.072754
	Iteration 49Q: 3 clusters Score -8113514 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8113719.500000 Penalty: 5299.072754
	Iteration 50Q: 3 clusters Score -8113720 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8113861.000000 Penalty: 5299.072754
	Iteration 51Q: 3 clusters Score -8113861 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8114003.000000 Penalty: 5299.072754
	Iteration 52Q: 3 clusters Score -8114003 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -8114174.000000 Penalty: 5299.072754
	Iteration 53Q: 3 clusters Score -8114174 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -8114315.000000 Penalty: 5299.072754
	Iteration 54Q: 3 clusters Score -8114315 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -8114426.500000 Penalty: 5299.072754
	Iteration 55Q: 3 clusters Score -8114426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -8114569.000000 Penalty: 5299.072754
	Iteration 56Q: 3 clusters Score -8114569 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -8114651.000000 Penalty: 5299.072754
	Iteration 57Q: 3 clusters Score -8114651 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -8114753.500000 Penalty: 5299.072754
	Iteration 58Q: 3 clusters Score -8114754 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8114817.000000 Penalty: 5299.072754
	Iteration 59Q: 3 clusters Score -8114817 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8114870.500000 Penalty: 5299.072754
	Iteration 60F: 3 clusters Score -8114870 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -8114923.500000 Penalty: 5299.072754
	Iteration 61Q: 3 clusters Score -8114924 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8114992.000000 Penalty: 5299.072754
	Iteration 62Q: 3 clusters Score -8114992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8115040.500000 Penalty: 5299.072754
	Iteration 63Q: 3 clusters Score -8115040 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8115113.000000 Penalty: 5299.072754
	Iteration 64Q: 3 clusters Score -8115113 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8115154.000000 Penalty: 5299.072754
	Iteration 65Q: 3 clusters Score -8115154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -8115184.000000 Penalty: 5299.072754
	Iteration 66Q: 3 clusters Score -8115184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8115223.000000 Penalty: 5299.072754
	Iteration 67Q: 3 clusters Score -8115223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8115241.500000 Penalty: 5299.072754
	Iteration 68Q: 3 clusters Score -8115242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8115255.000000 Penalty: 5299.072754
	Iteration 69Q: 3 clusters Score -8115255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -8115273.500000 Penalty: 5299.072754
	Iteration 70Q: 3 clusters Score -8115274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8115288.500000 Penalty: 5299.072754
	Iteration 71Q: 3 clusters Score -8115288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -8115295.500000 Penalty: 5299.072754
	Iteration 72Q: 3 clusters Score -8115296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8115298.500000 Penalty: 5299.072754
	Iteration 73Q: 3 clusters Score -8115298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8115310.500000 Penalty: 5299.072754
	Iteration 74Q: 3 clusters Score -8115310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -8115316.500000 Penalty: 5299.072754
	Iteration 75Q: 3 clusters Score -8115316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42661 members 
Entering Unmasked Estep 
Score: -8115305.500000 Penalty: 5299.072754
	Iteration 76Q: 3 clusters Score -8115306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8115307.500000 Penalty: 5299.072754
	Iteration 77Q: 3 clusters Score -8115308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42666 members 
Entering Unmasked Estep 
Score: -8115313.500000 Penalty: 5299.072754
	Iteration 78Q: 3 clusters Score -8115314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -8115316.500000 Penalty: 5299.072754
	Iteration 79Q: 3 clusters Score -8115316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8115313.000000 Penalty: 5299.072754
	Iteration 80F: 3 clusters Score -8115313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -8115312.000000 Penalty: 5299.072754
	Iteration 81Q: 3 clusters Score -8115312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -8115314.500000 Penalty: 5299.072754
	Iteration 82Q: 3 clusters Score -8115314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -8115313.000000 Penalty: 5299.072754
	Iteration 83Q: 3 clusters Score -8115313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8115301.000000 Penalty: 5299.072754
	Iteration 84Q: 3 clusters Score -8115301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -8115314.500000 Penalty: 5299.072754
	Iteration 85Q: 3 clusters Score -8115314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8115309.500000 Penalty: 5299.072754
	Iteration 86Q: 3 clusters Score -8115310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8115308.000000 Penalty: 5299.072754
	Iteration 87Q: 3 clusters Score -8115308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -8115305.500000 Penalty: 5299.072754
	Iteration 88Q: 3 clusters Score -8115306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -8115312.500000 Penalty: 5299.072754
	Iteration 89Q: 3 clusters Score -8115312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8115316.000000 Penalty: 5299.072754
	Iteration 90Q: 3 clusters Score -8115316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8115323.500000 Penalty: 5299.072754
	Iteration 91Q: 3 clusters Score -8115324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8115323.000000 Penalty: 5299.072754
	Iteration 92Q: 3 clusters Score -8115323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8115329.000000 Penalty: 5299.072754
	Iteration 93Q: 3 clusters Score -8115329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8115324.000000 Penalty: 5299.072754
	Iteration 94Q: 3 clusters Score -8115324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8115334.000000 Penalty: 5299.072754
	Iteration 95Q: 3 clusters Score -8115334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -8115327.500000 Penalty: 5299.072754
	Iteration 96Q: 3 clusters Score -8115328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8115328.000000 Penalty: 5299.072754
	Iteration 97Q: 3 clusters Score -8115328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -8115328.000000 Penalty: 5299.072754
	Iteration 98F: 3 clusters Score -8115328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 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 213 members 
Entering Unmasked Estep 
Score: -68659.281250 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68659.28 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68811.757812 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68811.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68895.789062 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -68895.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68924.640625 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -68924.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68944.796875 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -68944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -68974.976562 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -68974.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -68988.398438 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -68988.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69001.492188 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -69001.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69018.195312 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -69018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69029.289062 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -69029.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69030.765625 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -69030.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69032.187500 Penalty: 2991.219971
	Iteration 11Q: 3 clusters Score -69032.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69032.187500 Penalty: 2991.219971
	Iteration 12F: 3 clusters Score -69032.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Entering Unmasked Estep 
Score: -925852.937500 Penalty: 2111.866699
	Iteration 0F: 2 clusters Score -925852.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -921366.937500 Penalty: 4223.733398
	Iteration 0F: 3 clusters Score -921366.9 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -922376.562500 Penalty: 4223.733398
	Iteration 1F: 3 clusters Score -922376.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -922581.187500 Penalty: 4223.733398
	Iteration 2F: 3 clusters Score -922581.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -922697.125000 Penalty: 4223.733398
	Iteration 3Q: 3 clusters Score -922697.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -922769.500000 Penalty: 4223.733398
	Iteration 4Q: 3 clusters Score -922769.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -922822.812500 Penalty: 4223.733398
	Iteration 5Q: 3 clusters Score -922822.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -922864.062500 Penalty: 4223.733398
	Iteration 6Q: 3 clusters Score -922864.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -922897.125000 Penalty: 4223.733398
	Iteration 7Q: 3 clusters Score -922897.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -922929.562500 Penalty: 4223.733398
	Iteration 8Q: 3 clusters Score -922929.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -922956.562500 Penalty: 4223.733398
	Iteration 9Q: 3 clusters Score -922956.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -922980.312500 Penalty: 4223.733398
	Iteration 10Q: 3 clusters Score -922980.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -923009.812500 Penalty: 4223.733398
	Iteration 11Q: 3 clusters Score -923009.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -923037.375000 Penalty: 4223.733398
	Iteration 12Q: 3 clusters Score -923037.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -923067.875000 Penalty: 4223.733398
	Iteration 13Q: 3 clusters Score -923067.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -923097.312500 Penalty: 4223.733398
	Iteration 14Q: 3 clusters Score -923097.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -923140.687500 Penalty: 4223.733398
	Iteration 15Q: 3 clusters Score -923140.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -923175.375000 Penalty: 4223.733398
	Iteration 16Q: 3 clusters Score -923175.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -923216.437500 Penalty: 4223.733398
	Iteration 17Q: 3 clusters Score -923216.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -923264.187500 Penalty: 4223.733398
	Iteration 18Q: 3 clusters Score -923264.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -923305.187500 Penalty: 4223.733398
	Iteration 19Q: 3 clusters Score -923305.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -923349.250000 Penalty: 4223.733398
	Iteration 20F: 3 clusters Score -923349.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -923384.812500 Penalty: 4223.733398
	Iteration 21Q: 3 clusters Score -923384.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -923410.687500 Penalty: 4223.733398
	Iteration 22Q: 3 clusters Score -923410.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -923434.750000 Penalty: 4223.733398
	Iteration 23Q: 3 clusters Score -923434.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -923456.187500 Penalty: 4223.733398
	Iteration 24Q: 3 clusters Score -923456.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -923477.375000 Penalty: 4223.733398
	Iteration 25Q: 3 clusters Score -923477.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -923495.250000 Penalty: 4223.733398
	Iteration 26Q: 3 clusters Score -923495.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -923513.062500 Penalty: 4223.733398
	Iteration 27Q: 3 clusters Score -923513.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -923535.062500 Penalty: 4223.733398
	Iteration 28Q: 3 clusters Score -923535.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -923553.937500 Penalty: 4223.733398
	Iteration 29Q: 3 clusters Score -923553.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -923575.562500 Penalty: 4223.733398
	Iteration 30Q: 3 clusters Score -923575.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -923603.312500 Penalty: 4223.733398
	Iteration 31Q: 3 clusters Score -923603.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -923628.750000 Penalty: 4223.733398
	Iteration 32Q: 3 clusters Score -923628.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -923656.750000 Penalty: 4223.733398
	Iteration 33Q: 3 clusters Score -923656.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -923686.437500 Penalty: 4223.733398
	Iteration 34Q: 3 clusters Score -923686.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -923707.750000 Penalty: 4223.733398
	Iteration 35Q: 3 clusters Score -923707.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -923719.312500 Penalty: 4223.733398
	Iteration 36Q: 3 clusters Score -923719.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -923728.562500 Penalty: 4223.733398
	Iteration 37Q: 3 clusters Score -923728.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -923739.062500 Penalty: 4223.733398
	Iteration 38Q: 3 clusters Score -923739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -923751.750000 Penalty: 4223.733398
	Iteration 39Q: 3 clusters Score -923751.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -923762.000000 Penalty: 4223.733398
	Iteration 40F: 3 clusters Score -923762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -923773.000000 Penalty: 4223.733398
	Iteration 41Q: 3 clusters Score -923773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -923793.437500 Penalty: 4223.733398
	Iteration 42Q: 3 clusters Score -923793.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -923807.937500 Penalty: 4223.733398
	Iteration 43Q: 3 clusters Score -923807.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -923823.562500 Penalty: 4223.733398
	Iteration 44Q: 3 clusters Score -923823.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -923831.062500 Penalty: 4223.733398
	Iteration 45Q: 3 clusters Score -923831.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -923838.562500 Penalty: 4223.733398
	Iteration 46Q: 3 clusters Score -923838.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -923848.937500 Penalty: 4223.733398
	Iteration 47Q: 3 clusters Score -923848.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -923853.062500 Penalty: 4223.733398
	Iteration 48Q: 3 clusters Score -923853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -923859.812500 Penalty: 4223.733398
	Iteration 49Q: 3 clusters Score -923859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -923867.312500 Penalty: 4223.733398
	Iteration 50Q: 3 clusters Score -923867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -923871.312500 Penalty: 4223.733398
	Iteration 51Q: 3 clusters Score -923871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -923879.250000 Penalty: 4223.733398
	Iteration 52Q: 3 clusters Score -923879.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -923888.500000 Penalty: 4223.733398
	Iteration 53Q: 3 clusters Score -923888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -923893.937500 Penalty: 4223.733398
	Iteration 54Q: 3 clusters Score -923893.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -923895.750000 Penalty: 4223.733398
	Iteration 55Q: 3 clusters Score -923895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -923902.562500 Penalty: 4223.733398
	Iteration 56Q: 3 clusters Score -923902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -923905.500000 Penalty: 4223.733398
	Iteration 57Q: 3 clusters Score -923905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -923907.250000 Penalty: 4223.733398
	Iteration 58Q: 3 clusters Score -923907.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -923908.812500 Penalty: 4223.733398
	Iteration 59Q: 3 clusters Score -923908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -923912.187500 Penalty: 4223.733398
	Iteration 60F: 3 clusters Score -923912.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -923915.062500 Penalty: 4223.733398
	Iteration 61Q: 3 clusters Score -923915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -923917.125000 Penalty: 4223.733398
	Iteration 62Q: 3 clusters Score -923917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -923917.937500 Penalty: 4223.733398
	Iteration 63Q: 3 clusters Score -923917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -923917.937500 Penalty: 4223.733398
	Iteration 64F: 3 clusters Score -923917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (60303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Entering Unmasked Estep 
Score: -11305193.000000 Penalty: 2729.770020
	Iteration 0F: 2 clusters Score -1.130519e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -11273352.000000 Penalty: 5459.540039
	Iteration 0F: 3 clusters Score -1.127335e+07 nChanged 28225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 28375 members 
Entering Unmasked Estep 
Score: -11289383.000000 Penalty: 5459.540039
	Iteration 1F: 3 clusters Score -1.128938e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -11290048.000000 Penalty: 5459.540039
	Iteration 2Q: 3 clusters Score -1.129005e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -11290874.000000 Penalty: 5459.540039
	Iteration 3Q: 3 clusters Score -1.129087e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -11291976.000000 Penalty: 5459.540039
	Iteration 4Q: 3 clusters Score -1.129198e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -11293576.000000 Penalty: 5459.540039
	Iteration 5F: 3 clusters Score -1.129358e+07 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -11295440.000000 Penalty: 5459.540039
	Iteration 6F: 3 clusters Score -1.129544e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -11297779.000000 Penalty: 5459.540039
	Iteration 7F: 3 clusters Score -1.129778e+07 nChanged 4444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52646 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -11299844.000000 Penalty: 5459.540039
	Iteration 8F: 3 clusters Score -1.129984e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -11301231.000000 Penalty: 5459.540039
	Iteration 9F: 3 clusters Score -1.130123e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -11302112.000000 Penalty: 5459.540039
	Iteration 10Q: 3 clusters Score -1.130211e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -11302478.000000 Penalty: 5459.540039
	Iteration 11Q: 3 clusters Score -1.130248e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11302650.000000 Penalty: 5459.540039
	Iteration 12Q: 3 clusters Score -1.130265e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59830 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -11302727.000000 Penalty: 5459.540039
	Iteration 13Q: 3 clusters Score -1.130273e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59903 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11302793.000000 Penalty: 5459.540039
	Iteration 14Q: 3 clusters Score -1.130279e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59940 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11302818.000000 Penalty: 5459.540039
	Iteration 15Q: 3 clusters Score -1.130282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11302840.000000 Penalty: 5459.540039
	Iteration 16Q: 3 clusters Score -1.130284e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11302840.000000 Penalty: 5459.540039
	Iteration 17Q: 3 clusters Score -1.130284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11302868.000000 Penalty: 5459.540039
	Iteration 18Q: 3 clusters Score -1.130287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11302875.000000 Penalty: 5459.540039
	Iteration 19Q: 3 clusters Score -1.130288e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11302866.000000 Penalty: 5459.540039
	Iteration 20F: 3 clusters Score -1.130287e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11302887.000000 Penalty: 5459.540039
	Iteration 21Q: 3 clusters Score -1.130289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60019 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -11302898.000000 Penalty: 5459.540039
	Iteration 22Q: 3 clusters Score -1.13029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11302904.000000 Penalty: 5459.540039
	Iteration 23Q: 3 clusters Score -1.13029e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -11302901.000000 Penalty: 5459.540039
	Iteration 24Q: 3 clusters Score -1.13029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11302909.000000 Penalty: 5459.540039
	Iteration 25Q: 3 clusters Score -1.130291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -11302918.000000 Penalty: 5459.540039
	Iteration 26Q: 3 clusters Score -1.130292e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11302913.000000 Penalty: 5459.540039
	Iteration 27Q: 3 clusters Score -1.130291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11302912.000000 Penalty: 5459.540039
	Iteration 28Q: 3 clusters Score -1.130291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11302912.000000 Penalty: 5459.540039
	Iteration 29F: 3 clusters Score -1.130291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -403415.812500 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -403415.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -400612.781250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -400612.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -401224.656250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -401224.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -401407.281250 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -401407.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -401512.375000 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -401512.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -401574.187500 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -401574.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -401618.437500 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -401618.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -401648.875000 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -401648.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -401674.125000 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -401674.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -401692.687500 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -401692.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -401710.281250 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -401710.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -401723.031250 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -401723 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -401731.656250 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -401731.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -401738.281250 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -401738.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -401743.750000 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -401743.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -401746.656250 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -401746.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -401748.281250 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -401748.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -401749.312500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -401749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -401749.500000 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -401749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -401750.375000 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -401750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -401750.375000 Penalty: 3837.857666
	Iteration 19F: 3 clusters Score -401750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 3248 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 24502 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19751 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46642 members 
Mstep: Class 11 contains 50598 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54903 members 
Mstep: Class 14 contains 38550 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28420 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 35578 members 
Mstep: Class 20 contains 6388 members 
Mstep: Class 21 contains 50986 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 27 contains 60303 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125840.000000 Penalty: 93905.554688
Iteration 199Q: 29 clusters Score -1.371258e+08 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 50095 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 46278 members 
Mstep: Class 5 contains 24484 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19839 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 46718 members 
Mstep: Class 11 contains 50607 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54985 members 
Mstep: Class 14 contains 38534 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28441 members 
Mstep: Class 17 contains 26869 members 
Mstep: Class 18 contains 45832 members 
Mstep: Class 19 contains 35457 members 
Mstep: Class 20 contains 6391 members 
Mstep: Class 21 contains 51007 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43769 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4993 members 
Mstep: Class 26 contains 48278 members 
Mstep: Class 27 contains 60353 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125984.000000 Penalty: 93905.554688
Iteration 200F: 29 clusters Score -1.37126e+08 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 49782 members 
Mstep: Class 3 contains 3576 members 
Mstep: Class 4 contains 46147 members 
Mstep: Class 5 contains 24436 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19824 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46585 members 
Mstep: Class 11 contains 50608 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55054 members 
Mstep: Class 14 contains 38446 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28334 members 
Mstep: Class 17 contains 26858 members 
Mstep: Class 18 contains 45696 members 
Mstep: Class 19 contains 35061 members 
Mstep: Class 20 contains 6383 members 
Mstep: Class 21 contains 50871 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43544 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4994 members 
Mstep: Class 26 contains 49791 members 
Mstep: Class 27 contains 60422 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126288.000000 Penalty: 93905.554688
Iteration 201Q: 29 clusters Score -1.371263e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 49698 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 4 contains 46083 members 
Mstep: Class 5 contains 24399 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19839 members 
Mstep: Class 8 contains 1186 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 46510 members 
Mstep: Class 11 contains 50579 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55081 members 
Mstep: Class 14 contains 38386 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 26837 members 
Mstep: Class 18 contains 45618 members 
Mstep: Class 19 contains 34732 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 50799 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43366 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 50685 members 
Mstep: Class 27 contains 60492 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126144.000000 Penalty: 93905.554688
Iteration 202Q: 29 clusters Score -1.371261e+08 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 49655 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 24368 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19854 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 46454 members 
Mstep: Class 11 contains 50567 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55133 members 
Mstep: Class 14 contains 38322 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28149 members 
Mstep: Class 17 contains 26827 members 
Mstep: Class 18 contains 45524 members 
Mstep: Class 19 contains 34449 members 
Mstep: Class 20 contains 6373 members 
Mstep: Class 21 contains 50754 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43217 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 51380 members 
Mstep: Class 27 contains 60519 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125632.000000 Penalty: 93905.554688
Iteration 203Q: 29 clusters Score -1.371256e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 49623 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 46006 members 
Mstep: Class 5 contains 24339 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19868 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 46430 members 
Mstep: Class 11 contains 50526 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55195 members 
Mstep: Class 14 contains 38269 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28090 members 
Mstep: Class 17 contains 26803 members 
Mstep: Class 18 contains 45434 members 
Mstep: Class 19 contains 34237 members 
Mstep: Class 20 contains 6372 members 
Mstep: Class 21 contains 50701 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43115 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5013 members 
Mstep: Class 26 contains 51938 members 
Mstep: Class 27 contains 60536 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125488.000000 Penalty: 93905.554688
Iteration 204Q: 29 clusters Score -1.371255e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 49610 members 
Mstep: Class 3 contains 3844 members 
Mstep: Class 4 contains 46022 members 
Mstep: Class 5 contains 24320 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19895 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 46425 members 
Mstep: Class 11 contains 50517 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55241 members 
Mstep: Class 14 contains 38227 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 28019 members 
Mstep: Class 17 contains 26776 members 
Mstep: Class 18 contains 45394 members 
Mstep: Class 19 contains 34066 members 
Mstep: Class 20 contains 6359 members 
Mstep: Class 21 contains 50659 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43002 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 52372 members 
Mstep: Class 27 contains 60569 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125328.000000 Penalty: 93905.554688
Iteration 205Q: 29 clusters Score -1.371253e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 49711 members 
Mstep: Class 3 contains 3881 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 24296 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19893 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 46401 members 
Mstep: Class 11 contains 50484 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55309 members 
Mstep: Class 14 contains 38182 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27949 members 
Mstep: Class 17 contains 26763 members 
Mstep: Class 18 contains 45396 members 
Mstep: Class 19 contains 33919 members 
Mstep: Class 20 contains 6350 members 
Mstep: Class 21 contains 50631 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42954 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 52700 members 
Mstep: Class 27 contains 60577 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125088.000000 Penalty: 93905.554688
Iteration 206Q: 29 clusters Score -1.371251e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 49825 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 46026 members 
Mstep: Class 5 contains 24277 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19916 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46350 members 
Mstep: Class 11 contains 50422 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55350 members 
Mstep: Class 14 contains 38132 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27898 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 45333 members 
Mstep: Class 19 contains 33808 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 50612 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42902 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5023 members 
Mstep: Class 26 contains 53018 members 
Mstep: Class 27 contains 60594 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125104.000000 Penalty: 93905.554688
Iteration 207Q: 29 clusters Score -1.371251e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 49905 members 
Mstep: Class 3 contains 3942 members 
Mstep: Class 4 contains 46069 members 
Mstep: Class 5 contains 24269 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19941 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 46298 members 
Mstep: Class 11 contains 50374 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55324 members 
Mstep: Class 14 contains 38085 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27837 members 
Mstep: Class 17 contains 26741 members 
Mstep: Class 18 contains 45293 members 
Mstep: Class 19 contains 33700 members 
Mstep: Class 20 contains 6349 members 
Mstep: Class 21 contains 50602 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42888 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 53296 members 
Mstep: Class 27 contains 60655 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125168.000000 Penalty: 93905.554688
Iteration 208Q: 29 clusters Score -1.371252e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 50001 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 24253 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19989 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 46226 members 
Mstep: Class 11 contains 50356 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55325 members 
Mstep: Class 14 contains 38038 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27780 members 
Mstep: Class 17 contains 26728 members 
Mstep: Class 18 contains 45290 members 
Mstep: Class 19 contains 33570 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 50590 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42884 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 53501 members 
Mstep: Class 27 contains 60675 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125200.000000 Penalty: 93905.554688
Iteration 209Q: 29 clusters Score -1.371252e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 4031 members 
Mstep: Class 4 contains 46142 members 
Mstep: Class 5 contains 24238 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20047 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46169 members 
Mstep: Class 11 contains 50325 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55308 members 
Mstep: Class 14 contains 37976 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27748 members 
Mstep: Class 17 contains 26717 members 
Mstep: Class 18 contains 45285 members 
Mstep: Class 19 contains 33442 members 
Mstep: Class 20 contains 6333 members 
Mstep: Class 21 contains 50576 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42876 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5032 members 
Mstep: Class 26 contains 53732 members 
Mstep: Class 27 contains 60670 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125152.000000 Penalty: 93905.554688
Iteration 210Q: 29 clusters Score -1.371252e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 50074 members 
Mstep: Class 3 contains 4082 members 
Mstep: Class 4 contains 46193 members 
Mstep: Class 5 contains 24227 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20104 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 46136 members 
Mstep: Class 11 contains 50290 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55331 members 
Mstep: Class 14 contains 37899 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27711 members 
Mstep: Class 17 contains 26712 members 
Mstep: Class 18 contains 45300 members 
Mstep: Class 19 contains 33311 members 
Mstep: Class 20 contains 6320 members 
Mstep: Class 21 contains 50565 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42857 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 53927 members 
Mstep: Class 27 contains 60657 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125232.000000 Penalty: 93905.554688
Iteration 211Q: 29 clusters Score -1.371252e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 50101 members 
Mstep: Class 3 contains 4120 members 
Mstep: Class 4 contains 46256 members 
Mstep: Class 5 contains 24224 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20166 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 46149 members 
Mstep: Class 11 contains 50235 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55304 members 
Mstep: Class 14 contains 37825 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27682 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45314 members 
Mstep: Class 19 contains 33200 members 
Mstep: Class 20 contains 6310 members 
Mstep: Class 21 contains 50541 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42829 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 54115 members 
Mstep: Class 27 contains 60668 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125472.000000 Penalty: 93905.554688
Iteration 212Q: 29 clusters Score -1.371255e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50182 members 
Mstep: Class 2 contains 50099 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 46320 members 
Mstep: Class 5 contains 24211 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20198 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 46145 members 
Mstep: Class 11 contains 50184 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55302 members 
Mstep: Class 14 contains 37740 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27641 members 
Mstep: Class 17 contains 26684 members 
Mstep: Class 18 contains 45297 members 
Mstep: Class 19 contains 33089 members 
Mstep: Class 20 contains 6306 members 
Mstep: Class 21 contains 50542 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42811 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 54351 members 
Mstep: Class 27 contains 60693 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125488.000000 Penalty: 93905.554688
Iteration 213Q: 29 clusters Score -1.371255e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 50056 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 46363 members 
Mstep: Class 5 contains 24203 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20241 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 46151 members 
Mstep: Class 11 contains 50138 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55295 members 
Mstep: Class 14 contains 37648 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27601 members 
Mstep: Class 17 contains 26677 members 
Mstep: Class 18 contains 45282 members 
Mstep: Class 19 contains 32973 members 
Mstep: Class 20 contains 6302 members 
Mstep: Class 21 contains 50541 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42819 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 54549 members 
Mstep: Class 27 contains 60709 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125648.000000 Penalty: 93905.554688
Iteration 214Q: 29 clusters Score -1.371256e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50223 members 
Mstep: Class 2 contains 50014 members 
Mstep: Class 3 contains 4227 members 
Mstep: Class 4 contains 46394 members 
Mstep: Class 5 contains 24188 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20282 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 46157 members 
Mstep: Class 11 contains 50082 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55302 members 
Mstep: Class 14 contains 37576 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27571 members 
Mstep: Class 17 contains 26674 members 
Mstep: Class 18 contains 45301 members 
Mstep: Class 19 contains 32865 members 
Mstep: Class 20 contains 6297 members 
Mstep: Class 21 contains 50547 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42783 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5062 members 
Mstep: Class 26 contains 54723 members 
Mstep: Class 27 contains 60724 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125616.000000 Penalty: 93905.554688
Iteration 215Q: 29 clusters Score -1.371256e+08 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 49956 members 
Mstep: Class 3 contains 4259 members 
Mstep: Class 4 contains 46412 members 
Mstep: Class 5 contains 24174 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20348 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 46138 members 
Mstep: Class 11 contains 50040 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55314 members 
Mstep: Class 14 contains 37482 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27530 members 
Mstep: Class 17 contains 26672 members 
Mstep: Class 18 contains 45380 members 
Mstep: Class 19 contains 32765 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 50553 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42746 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5063 members 
Mstep: Class 26 contains 54910 members 
Mstep: Class 27 contains 60703 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125552.000000 Penalty: 93905.554688
Iteration 216Q: 29 clusters Score -1.371256e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 49875 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 46436 members 
Mstep: Class 5 contains 24160 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20432 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 46167 members 
Mstep: Class 11 contains 50000 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55313 members 
Mstep: Class 14 contains 37415 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27496 members 
Mstep: Class 17 contains 26648 members 
Mstep: Class 18 contains 45446 members 
Mstep: Class 19 contains 32668 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 50552 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42731 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5063 members 
Mstep: Class 26 contains 55057 members 
Mstep: Class 27 contains 60691 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137125920.000000 Penalty: 93905.554688
Iteration 217Q: 29 clusters Score -1.371259e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 49809 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 46445 members 
Mstep: Class 5 contains 24145 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20526 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 46199 members 
Mstep: Class 11 contains 49959 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55312 members 
Mstep: Class 14 contains 37338 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27457 members 
Mstep: Class 17 contains 26643 members 
Mstep: Class 18 contains 45480 members 
Mstep: Class 19 contains 32602 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 50560 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42740 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5068 members 
Mstep: Class 26 contains 55169 members 
Mstep: Class 27 contains 60656 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126160.000000 Penalty: 93905.554688
Iteration 218Q: 29 clusters Score -1.371262e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50231 members 
Mstep: Class 2 contains 49774 members 
Mstep: Class 3 contains 4399 members 
Mstep: Class 4 contains 46455 members 
Mstep: Class 5 contains 24132 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20623 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 46227 members 
Mstep: Class 11 contains 49892 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55329 members 
Mstep: Class 14 contains 37258 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27414 members 
Mstep: Class 17 contains 26642 members 
Mstep: Class 18 contains 45470 members 
Mstep: Class 19 contains 32546 members 
Mstep: Class 20 contains 6280 members 
Mstep: Class 21 contains 50550 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42781 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 55273 members 
Mstep: Class 27 contains 60643 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126048.000000 Penalty: 93905.554688
Iteration 219Q: 29 clusters Score -1.37126e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 49762 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 24105 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20705 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 46243 members 
Mstep: Class 11 contains 49819 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55309 members 
Mstep: Class 14 contains 37172 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27381 members 
Mstep: Class 17 contains 26643 members 
Mstep: Class 18 contains 45442 members 
Mstep: Class 19 contains 32505 members 
Mstep: Class 20 contains 6279 members 
Mstep: Class 21 contains 50545 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42830 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5068 members 
Mstep: Class 26 contains 55388 members 
Mstep: Class 27 contains 60637 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126272.000000 Penalty: 93905.554688
Iteration 220F: 29 clusters Score -1.371263e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 49762 members 
Mstep: Class 3 contains 4491 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 24086 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20761 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 11 contains 49733 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55285 members 
Mstep: Class 14 contains 37108 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27342 members 
Mstep: Class 17 contains 26640 members 
Mstep: Class 18 contains 45448 members 
Mstep: Class 19 contains 32461 members 
Mstep: Class 20 contains 6278 members 
Mstep: Class 21 contains 50532 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42902 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5067 members 
Mstep: Class 26 contains 55455 members 
Mstep: Class 27 contains 60665 members 
Mstep: Class 28 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126272.000000 Penalty: 93905.554688
Iteration 221Q: 29 clusters Score -1.371263e+08 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50228 members 
Mstep: Class 2 contains 49776 members 
Mstep: Class 3 contains 4533 members 
Mstep: Class 4 contains 46497 members 
Mstep: Class 5 contains 24064 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20831 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 46213 members 
Mstep: Class 11 contains 49650 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55255 members 
Mstep: Class 14 contains 37045 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27305 members 
Mstep: Class 17 contains 26641 members 
Mstep: Class 18 contains 45429 members 
Mstep: Class 19 contains 32462 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 50517 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42940 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 55563 members 
Mstep: Class 27 contains 60695 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126432.000000 Penalty: 93905.554688
Iteration 222Q: 29 clusters Score -1.371264e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 49800 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 46482 members 
Mstep: Class 5 contains 24034 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20877 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 46187 members 
Mstep: Class 11 contains 49576 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55208 members 
Mstep: Class 14 contains 36964 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27287 members 
Mstep: Class 17 contains 26646 members 
Mstep: Class 18 contains 45447 members 
Mstep: Class 19 contains 32473 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 50492 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42974 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5064 members 
Mstep: Class 26 contains 55654 members 
Mstep: Class 27 contains 60699 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126560.000000 Penalty: 93905.554688
Iteration 223Q: 29 clusters Score -1.371266e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 49851 members 
Mstep: Class 3 contains 4624 members 
Mstep: Class 4 contains 46468 members 
Mstep: Class 5 contains 24006 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20911 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 46171 members 
Mstep: Class 11 contains 49479 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55186 members 
Mstep: Class 14 contains 36882 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27271 members 
Mstep: Class 17 contains 26645 members 
Mstep: Class 18 contains 45439 members 
Mstep: Class 19 contains 32465 members 
Mstep: Class 20 contains 6282 members 
Mstep: Class 21 contains 50487 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43029 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 55723 members 
Mstep: Class 27 contains 60693 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126448.000000 Penalty: 93905.554688
Iteration 224Q: 29 clusters Score -1.371264e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 49885 members 
Mstep: Class 3 contains 4670 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 23977 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46143 members 
Mstep: Class 11 contains 49398 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55166 members 
Mstep: Class 14 contains 36792 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27250 members 
Mstep: Class 17 contains 26661 members 
Mstep: Class 18 contains 45408 members 
Mstep: Class 19 contains 32483 members 
Mstep: Class 20 contains 6286 members 
Mstep: Class 21 contains 50477 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43081 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5072 members 
Mstep: Class 26 contains 55805 members 
Mstep: Class 27 contains 60681 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126576.000000 Penalty: 93905.554688
Iteration 225Q: 29 clusters Score -1.371266e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 49900 members 
Mstep: Class 3 contains 4724 members 
Mstep: Class 4 contains 46454 members 
Mstep: Class 5 contains 23954 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21005 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46133 members 
Mstep: Class 11 contains 49343 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55164 members 
Mstep: Class 14 contains 36726 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27225 members 
Mstep: Class 17 contains 26660 members 
Mstep: Class 18 contains 45328 members 
Mstep: Class 19 contains 32516 members 
Mstep: Class 20 contains 6287 members 
Mstep: Class 21 contains 50478 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43124 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5074 members 
Mstep: Class 26 contains 55873 members 
Mstep: Class 27 contains 60617 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126592.000000 Penalty: 93905.554688
Iteration 226Q: 29 clusters Score -1.371266e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 49858 members 
Mstep: Class 3 contains 4779 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 23936 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21062 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46115 members 
Mstep: Class 11 contains 49290 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55165 members 
Mstep: Class 14 contains 36656 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27202 members 
Mstep: Class 17 contains 26662 members 
Mstep: Class 18 contains 45277 members 
Mstep: Class 19 contains 32564 members 
Mstep: Class 20 contains 6285 members 
Mstep: Class 21 contains 50482 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43190 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 55935 members 
Mstep: Class 27 contains 60585 members 
Mstep: Class 28 contains 2295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126752.000000 Penalty: 93905.554688
Iteration 227Q: 29 clusters Score -1.371268e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 49820 members 
Mstep: Class 3 contains 4857 members 
Mstep: Class 4 contains 46460 members 
Mstep: Class 5 contains 23917 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46085 members 
Mstep: Class 11 contains 49248 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55170 members 
Mstep: Class 14 contains 36618 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27180 members 
Mstep: Class 17 contains 26661 members 
Mstep: Class 18 contains 45247 members 
Mstep: Class 19 contains 32590 members 
Mstep: Class 20 contains 6284 members 
Mstep: Class 21 contains 50487 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43228 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5079 members 
Mstep: Class 26 contains 55969 members 
Mstep: Class 27 contains 60576 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126384.000000 Penalty: 93905.554688
Iteration 228Q: 29 clusters Score -1.371264e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 49830 members 
Mstep: Class 3 contains 4941 members 
Mstep: Class 4 contains 46450 members 
Mstep: Class 5 contains 23898 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21229 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46079 members 
Mstep: Class 11 contains 49211 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55136 members 
Mstep: Class 14 contains 36565 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27157 members 
Mstep: Class 17 contains 26662 members 
Mstep: Class 18 contains 45217 members 
Mstep: Class 19 contains 32617 members 
Mstep: Class 20 contains 6276 members 
Mstep: Class 21 contains 50476 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43265 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 55999 members 
Mstep: Class 27 contains 60587 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126656.000000 Penalty: 93905.554688
Iteration 229Q: 29 clusters Score -1.371267e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 49845 members 
Mstep: Class 3 contains 5025 members 
Mstep: Class 4 contains 46457 members 
Mstep: Class 5 contains 23876 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21309 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 46067 members 
Mstep: Class 11 contains 49163 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55139 members 
Mstep: Class 14 contains 36499 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27136 members 
Mstep: Class 17 contains 26659 members 
Mstep: Class 18 contains 45216 members 
Mstep: Class 19 contains 32692 members 
Mstep: Class 20 contains 6268 members 
Mstep: Class 21 contains 50468 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43311 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5079 members 
Mstep: Class 26 contains 55986 members 
Mstep: Class 27 contains 60546 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126976.000000 Penalty: 93905.554688
Iteration 230Q: 29 clusters Score -1.37127e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 49869 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 46470 members 
Mstep: Class 5 contains 23854 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21395 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 46051 members 
Mstep: Class 11 contains 49141 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55083 members 
Mstep: Class 14 contains 36433 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27109 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 18 contains 45237 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 6262 members 
Mstep: Class 21 contains 50452 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43347 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5081 members 
Mstep: Class 26 contains 56014 members 
Mstep: Class 27 contains 60440 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126816.000000 Penalty: 93905.554688
Iteration 231Q: 29 clusters Score -1.371268e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50187 members 
Mstep: Class 2 contains 49901 members 
Mstep: Class 3 contains 5159 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 23835 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21483 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 46060 members 
Mstep: Class 11 contains 49083 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55052 members 
Mstep: Class 14 contains 36381 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27077 members 
Mstep: Class 17 contains 26655 members 
Mstep: Class 18 contains 45228 members 
Mstep: Class 19 contains 32793 members 
Mstep: Class 20 contains 6262 members 
Mstep: Class 21 contains 50451 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43394 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5082 members 
Mstep: Class 26 contains 56065 members 
Mstep: Class 27 contains 60372 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127104.000000 Penalty: 93905.554688
Iteration 232Q: 29 clusters Score -1.371271e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 49914 members 
Mstep: Class 3 contains 5221 members 
Mstep: Class 4 contains 46477 members 
Mstep: Class 5 contains 23825 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21557 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 46099 members 
Mstep: Class 11 contains 49040 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55035 members 
Mstep: Class 14 contains 36314 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27058 members 
Mstep: Class 17 contains 26653 members 
Mstep: Class 18 contains 45207 members 
Mstep: Class 19 contains 32832 members 
Mstep: Class 20 contains 6259 members 
Mstep: Class 21 contains 50438 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43433 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 56103 members 
Mstep: Class 27 contains 60291 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127216.000000 Penalty: 93905.554688
Iteration 233Q: 29 clusters Score -1.371272e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 49895 members 
Mstep: Class 3 contains 5282 members 
Mstep: Class 4 contains 46495 members 
Mstep: Class 5 contains 23809 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21629 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 46118 members 
Mstep: Class 11 contains 48988 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54993 members 
Mstep: Class 14 contains 36268 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27043 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 18 contains 45234 members 
Mstep: Class 19 contains 32852 members 
Mstep: Class 20 contains 6256 members 
Mstep: Class 21 contains 50435 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43450 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 56149 members 
Mstep: Class 27 contains 60213 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127248.000000 Penalty: 93905.554688
Iteration 234Q: 29 clusters Score -1.371272e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 46497 members 
Mstep: Class 5 contains 23786 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21686 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 46136 members 
Mstep: Class 11 contains 48956 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54958 members 
Mstep: Class 14 contains 36210 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 27021 members 
Mstep: Class 17 contains 26662 members 
Mstep: Class 18 contains 45278 members 
Mstep: Class 19 contains 32881 members 
Mstep: Class 20 contains 6252 members 
Mstep: Class 21 contains 50401 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43500 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5085 members 
Mstep: Class 26 contains 56162 members 
Mstep: Class 27 contains 60164 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127456.000000 Penalty: 93905.554688
Iteration 235Q: 29 clusters Score -1.371275e+08 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 46498 members 
Mstep: Class 5 contains 23771 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21749 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 46131 members 
Mstep: Class 11 contains 48942 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54867 members 
Mstep: Class 14 contains 36150 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26996 members 
Mstep: Class 17 contains 26664 members 
Mstep: Class 18 contains 45324 members 
Mstep: Class 19 contains 32932 members 
Mstep: Class 20 contains 6248 members 
Mstep: Class 21 contains 50365 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43524 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5081 members 
Mstep: Class 26 contains 56224 members 
Mstep: Class 27 contains 60116 members 
Mstep: Class 28 contains 2294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127360.000000 Penalty: 93905.554688
Iteration 236Q: 29 clusters Score -1.371274e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 5448 members 
Mstep: Class 4 contains 46482 members 
Mstep: Class 5 contains 23755 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21817 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 46139 members 
Mstep: Class 11 contains 48913 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54795 members 
Mstep: Class 14 contains 36089 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26975 members 
Mstep: Class 17 contains 26661 members 
Mstep: Class 18 contains 45368 members 
Mstep: Class 19 contains 32980 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 50352 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43532 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5085 members 
Mstep: Class 26 contains 56244 members 
Mstep: Class 27 contains 60063 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127296.000000 Penalty: 93905.554688
Iteration 237Q: 29 clusters Score -1.371273e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 49914 members 
Mstep: Class 3 contains 5500 members 
Mstep: Class 4 contains 46464 members 
Mstep: Class 5 contains 23739 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21868 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 46147 members 
Mstep: Class 11 contains 48916 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54730 members 
Mstep: Class 14 contains 36050 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26952 members 
Mstep: Class 17 contains 26661 members 
Mstep: Class 18 contains 45417 members 
Mstep: Class 19 contains 33013 members 
Mstep: Class 20 contains 6231 members 
Mstep: Class 21 contains 50336 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43525 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5084 members 
Mstep: Class 26 contains 56279 members 
Mstep: Class 27 contains 59967 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127168.000000 Penalty: 93905.554688
Iteration 238Q: 29 clusters Score -1.371272e+08 nChanged 1575
Entering ConstructFrom: 
Score: -137127168.000000 Penalty: 93905.554688
Entering ConstructFrom: 
Trying to split cluster 1 (50248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Entering Unmasked Estep 
Score: -9496951.000000 Penalty: 2684.531982
	Iteration 0F: 2 clusters Score -9496951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -9466567.000000 Penalty: 5369.063965
	Iteration 0F: 3 clusters Score -9466567 nChanged 23107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -9479287.000000 Penalty: 5369.063965
	Iteration 1F: 3 clusters Score -9479287 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -9479825.000000 Penalty: 5369.063965
	Iteration 2Q: 3 clusters Score -9479825 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -9480446.000000 Penalty: 5369.063965
	Iteration 3Q: 3 clusters Score -9480446 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -9481286.000000 Penalty: 5369.063965
	Iteration 4Q: 3 clusters Score -9481286 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -9482370.000000 Penalty: 5369.063965
	Iteration 5Q: 3 clusters Score -9482370 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -9483837.000000 Penalty: 5369.063965
	Iteration 6F: 3 clusters Score -9483837 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -9486224.000000 Penalty: 5369.063965
	Iteration 7F: 3 clusters Score -9486224 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -9488994.000000 Penalty: 5369.063965
	Iteration 8F: 3 clusters Score -9488994 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -9491694.000000 Penalty: 5369.063965
	Iteration 9F: 3 clusters Score -9491694 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -9493373.000000 Penalty: 5369.063965
	Iteration 10F: 3 clusters Score -9493373 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -9494261.000000 Penalty: 5369.063965
	Iteration 11Q: 3 clusters Score -9494261 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9494392.000000 Penalty: 5369.063965
	Iteration 12Q: 3 clusters Score -9494392 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9494501.000000 Penalty: 5369.063965
	Iteration 13Q: 3 clusters Score -9494501 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9494605.000000 Penalty: 5369.063965
	Iteration 14Q: 3 clusters Score -9494605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9494645.000000 Penalty: 5369.063965
	Iteration 15Q: 3 clusters Score -9494645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9494671.000000 Penalty: 5369.063965
	Iteration 16Q: 3 clusters Score -9494671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9494695.000000 Penalty: 5369.063965
	Iteration 17Q: 3 clusters Score -9494695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9494697.000000 Penalty: 5369.063965
	Iteration 18Q: 3 clusters Score -9494697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9494700.000000 Penalty: 5369.063965
	Iteration 19Q: 3 clusters Score -9494700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9494708.000000 Penalty: 5369.063965
	Iteration 20F: 3 clusters Score -9494708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9494710.000000 Penalty: 5369.063965
	Iteration 21Q: 3 clusters Score -9494710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9494710.000000 Penalty: 5369.063965
	Iteration 22F: 3 clusters Score -9494710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Entering Unmasked Estep 
Score: -9441472.000000 Penalty: 2682.848389
	Iteration 0F: 2 clusters Score -9441472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9412258.000000 Penalty: 5365.696777
	Iteration 0F: 3 clusters Score -9412258 nChanged 22965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -9424973.000000 Penalty: 5365.696777
	Iteration 1F: 3 clusters Score -9424973 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -9425711.000000 Penalty: 5365.696777
	Iteration 2Q: 3 clusters Score -9425711 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9426626.000000 Penalty: 5365.696777
	Iteration 3Q: 3 clusters Score -9426626 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -9427819.000000 Penalty: 5365.696777
	Iteration 4Q: 3 clusters Score -9427819 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -9429645.000000 Penalty: 5365.696777
	Iteration 5F: 3 clusters Score -9429645 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -9432101.000000 Penalty: 5365.696777
	Iteration 6F: 3 clusters Score -9432101 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -9434337.000000 Penalty: 5365.696777
	Iteration 7F: 3 clusters Score -9434337 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -9435491.000000 Penalty: 5365.696777
	Iteration 8F: 3 clusters Score -9435491 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -9436041.000000 Penalty: 5365.696777
	Iteration 9Q: 3 clusters Score -9436041 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -9436271.000000 Penalty: 5365.696777
	Iteration 10Q: 3 clusters Score -9436271 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -9436535.000000 Penalty: 5365.696777
	Iteration 11Q: 3 clusters Score -9436535 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -9436855.000000 Penalty: 5365.696777
	Iteration 12Q: 3 clusters Score -9436855 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -9437201.000000 Penalty: 5365.696777
	Iteration 13Q: 3 clusters Score -9437201 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -9437535.000000 Penalty: 5365.696777
	Iteration 14Q: 3 clusters Score -9437535 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -9437896.000000 Penalty: 5365.696777
	Iteration 15Q: 3 clusters Score -9437896 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -9438164.000000 Penalty: 5365.696777
	Iteration 16Q: 3 clusters Score -9438164 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -9438431.000000 Penalty: 5365.696777
	Iteration 17Q: 3 clusters Score -9438431 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -9438683.000000 Penalty: 5365.696777
	Iteration 18Q: 3 clusters Score -9438683 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -9438928.000000 Penalty: 5365.696777
	Iteration 19Q: 3 clusters Score -9438928 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -9439142.000000 Penalty: 5365.696777
	Iteration 20F: 3 clusters Score -9439142 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -9439302.000000 Penalty: 5365.696777
	Iteration 21Q: 3 clusters Score -9439302 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -9439437.000000 Penalty: 5365.696777
	Iteration 22Q: 3 clusters Score -9439437 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -9439569.000000 Penalty: 5365.696777
	Iteration 23Q: 3 clusters Score -9439569 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -9439646.000000 Penalty: 5365.696777
	Iteration 24Q: 3 clusters Score -9439646 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -9439775.000000 Penalty: 5365.696777
	Iteration 25Q: 3 clusters Score -9439775 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -9439838.000000 Penalty: 5365.696777
	Iteration 26Q: 3 clusters Score -9439838 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -9439883.000000 Penalty: 5365.696777
	Iteration 27Q: 3 clusters Score -9439883 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 28Q: 3 clusters Score -9439956 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -9440002.000000 Penalty: 5365.696777
	Iteration 29Q: 3 clusters Score -9440002 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -9440072.000000 Penalty: 5365.696777
	Iteration 30Q: 3 clusters Score -9440072 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -9440081.000000 Penalty: 5365.696777
	Iteration 31Q: 3 clusters Score -9440081 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37630 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -9440116.000000 Penalty: 5365.696777
	Iteration 32Q: 3 clusters Score -9440116 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -9440158.000000 Penalty: 5365.696777
	Iteration 33Q: 3 clusters Score -9440158 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -9440175.000000 Penalty: 5365.696777
	Iteration 34Q: 3 clusters Score -9440175 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -9440184.000000 Penalty: 5365.696777
	Iteration 35Q: 3 clusters Score -9440184 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -9440274.000000 Penalty: 5365.696777
	Iteration 36Q: 3 clusters Score -9440274 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -9440287.000000 Penalty: 5365.696777
	Iteration 37Q: 3 clusters Score -9440287 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -9440333.000000 Penalty: 5365.696777
	Iteration 38Q: 3 clusters Score -9440333 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -9440382.000000 Penalty: 5365.696777
	Iteration 39Q: 3 clusters Score -9440382 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -9440401.000000 Penalty: 5365.696777
	Iteration 40F: 3 clusters Score -9440401 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -9440404.000000 Penalty: 5365.696777
	Iteration 41Q: 3 clusters Score -9440404 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -9440446.000000 Penalty: 5365.696777
	Iteration 42Q: 3 clusters Score -9440446 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -9440494.000000 Penalty: 5365.696777
	Iteration 43Q: 3 clusters Score -9440494 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -9440506.000000 Penalty: 5365.696777
	Iteration 44Q: 3 clusters Score -9440506 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -9440516.000000 Penalty: 5365.696777
	Iteration 45Q: 3 clusters Score -9440516 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -9440559.000000 Penalty: 5365.696777
	Iteration 46Q: 3 clusters Score -9440559 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -9440561.000000 Penalty: 5365.696777
	Iteration 47Q: 3 clusters Score -9440561 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -9440549.000000 Penalty: 5365.696777
	Iteration 48Q: 3 clusters Score -9440549 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -9440569.000000 Penalty: 5365.696777
	Iteration 49Q: 3 clusters Score -9440569 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -9440590.000000 Penalty: 5365.696777
	Iteration 50Q: 3 clusters Score -9440590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -9440574.000000 Penalty: 5365.696777
	Iteration 51Q: 3 clusters Score -9440574 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -9440577.000000 Penalty: 5365.696777
	Iteration 52Q: 3 clusters Score -9440577 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -9440593.000000 Penalty: 5365.696777
	Iteration 53Q: 3 clusters Score -9440593 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9440597.000000 Penalty: 5365.696777
	Iteration 54Q: 3 clusters Score -9440597 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -9440589.000000 Penalty: 5365.696777
	Iteration 55Q: 3 clusters Score -9440589 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -9440641.000000 Penalty: 5365.696777
	Iteration 56Q: 3 clusters Score -9440641 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -9440625.000000 Penalty: 5365.696777
	Iteration 57Q: 3 clusters Score -9440625 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -9440606.000000 Penalty: 5365.696777
	Iteration 58Q: 3 clusters Score -9440606 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -9440629.000000 Penalty: 5365.696777
	Iteration 59Q: 3 clusters Score -9440629 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -9440598.000000 Penalty: 5365.696777
	Iteration 60F: 3 clusters Score -9440598 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -9440474.000000 Penalty: 5365.696777
	Iteration 61Q: 3 clusters Score -9440474 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -9440376.000000 Penalty: 5365.696777
	Iteration 62Q: 3 clusters Score -9440376 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -9440270.000000 Penalty: 5365.696777
	Iteration 63Q: 3 clusters Score -9440270 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -9440164.000000 Penalty: 5365.696777
	Iteration 64Q: 3 clusters Score -9440164 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -9440148.000000 Penalty: 5365.696777
	Iteration 65Q: 3 clusters Score -9440148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -9440124.000000 Penalty: 5365.696777
	Iteration 66Q: 3 clusters Score -9440124 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -9440069.000000 Penalty: 5365.696777
	Iteration 67Q: 3 clusters Score -9440069 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9440007.000000 Penalty: 5365.696777
	Iteration 68Q: 3 clusters Score -9440007 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47835 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9439986.000000 Penalty: 5365.696777
	Iteration 69Q: 3 clusters Score -9439986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9439972.000000 Penalty: 5365.696777
	Iteration 70Q: 3 clusters Score -9439972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 71Q: 3 clusters Score -9439956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -9439946.000000 Penalty: 5365.696777
	Iteration 72Q: 3 clusters Score -9439946 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9439913.000000 Penalty: 5365.696777
	Iteration 73Q: 3 clusters Score -9439913 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9439955.000000 Penalty: 5365.696777
	Iteration 74Q: 3 clusters Score -9439955 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9439976.000000 Penalty: 5365.696777
	Iteration 75Q: 3 clusters Score -9439976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9439984.000000 Penalty: 5365.696777
	Iteration 76Q: 3 clusters Score -9439984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9439979.000000 Penalty: 5365.696777
	Iteration 77Q: 3 clusters Score -9439979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -9440002.000000 Penalty: 5365.696777
	Iteration 78Q: 3 clusters Score -9440002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9439979.000000 Penalty: 5365.696777
	Iteration 79Q: 3 clusters Score -9439979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -9439972.000000 Penalty: 5365.696777
	Iteration 80F: 3 clusters Score -9439972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9439973.000000 Penalty: 5365.696777
	Iteration 81Q: 3 clusters Score -9439973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9439965.000000 Penalty: 5365.696777
	Iteration 82Q: 3 clusters Score -9439965 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -9439985.000000 Penalty: 5365.696777
	Iteration 83Q: 3 clusters Score -9439985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9439997.000000 Penalty: 5365.696777
	Iteration 84Q: 3 clusters Score -9439997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -9439994.000000 Penalty: 5365.696777
	Iteration 85Q: 3 clusters Score -9439994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -9439969.000000 Penalty: 5365.696777
	Iteration 86Q: 3 clusters Score -9439969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9439966.000000 Penalty: 5365.696777
	Iteration 87Q: 3 clusters Score -9439966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 88Q: 3 clusters Score -9439956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9439963.000000 Penalty: 5365.696777
	Iteration 89Q: 3 clusters Score -9439963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9439972.000000 Penalty: 5365.696777
	Iteration 90Q: 3 clusters Score -9439972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48653 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9439972.000000 Penalty: 5365.696777
	Iteration 91Q: 3 clusters Score -9439972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -9439946.000000 Penalty: 5365.696777
	Iteration 92Q: 3 clusters Score -9439946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 93Q: 3 clusters Score -9439956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9439951.000000 Penalty: 5365.696777
	Iteration 94Q: 3 clusters Score -9439951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -9439954.000000 Penalty: 5365.696777
	Iteration 95Q: 3 clusters Score -9439954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9439951.000000 Penalty: 5365.696777
	Iteration 96Q: 3 clusters Score -9439951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9439955.000000 Penalty: 5365.696777
	Iteration 97Q: 3 clusters Score -9439955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9439958.000000 Penalty: 5365.696777
	Iteration 98Q: 3 clusters Score -9439958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48691 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9439946.000000 Penalty: 5365.696777
	Iteration 99Q: 3 clusters Score -9439946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9439943.000000 Penalty: 5365.696777
	Iteration 100F: 3 clusters Score -9439943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 101Q: 3 clusters Score -9439956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9439956.000000 Penalty: 5365.696777
	Iteration 102F: 3 clusters Score -9439956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -1036702.562500 Penalty: 2138.055908
	Iteration 0F: 2 clusters Score -1036703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1031861.250000 Penalty: 4276.111816
	Iteration 0F: 3 clusters Score -1031861 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1033046.187500 Penalty: 4276.111816
	Iteration 1F: 3 clusters Score -1033046 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1033297.250000 Penalty: 4276.111816
	Iteration 2F: 3 clusters Score -1033297 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1033484.687500 Penalty: 4276.111816
	Iteration 3F: 3 clusters Score -1033485 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1033612.000000 Penalty: 4276.111816
	Iteration 4Q: 3 clusters Score -1033612 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1033713.250000 Penalty: 4276.111816
	Iteration 5Q: 3 clusters Score -1033713 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1033790.187500 Penalty: 4276.111816
	Iteration 6Q: 3 clusters Score -1033790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1033868.250000 Penalty: 4276.111816
	Iteration 7Q: 3 clusters Score -1033868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1033952.812500 Penalty: 4276.111816
	Iteration 8Q: 3 clusters Score -1033953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1034025.937500 Penalty: 4276.111816
	Iteration 9Q: 3 clusters Score -1034026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1034098.062500 Penalty: 4276.111816
	Iteration 10Q: 3 clusters Score -1034098 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1034174.812500 Penalty: 4276.111816
	Iteration 11Q: 3 clusters Score -1034175 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1034241.875000 Penalty: 4276.111816
	Iteration 12Q: 3 clusters Score -1034242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1034321.500000 Penalty: 4276.111816
	Iteration 13Q: 3 clusters Score -1034322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1034393.250000 Penalty: 4276.111816
	Iteration 14Q: 3 clusters Score -1034393 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1034470.000000 Penalty: 4276.111816
	Iteration 15Q: 3 clusters Score -1034470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1034547.000000 Penalty: 4276.111816
	Iteration 16Q: 3 clusters Score -1034547 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1034633.875000 Penalty: 4276.111816
	Iteration 17Q: 3 clusters Score -1034634 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1034711.562500 Penalty: 4276.111816
	Iteration 18Q: 3 clusters Score -1034712 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1034772.250000 Penalty: 4276.111816
	Iteration 19Q: 3 clusters Score -1034772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1034824.125000 Penalty: 4276.111816
	Iteration 20F: 3 clusters Score -1034824 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1034869.625000 Penalty: 4276.111816
	Iteration 21Q: 3 clusters Score -1034870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1034909.000000 Penalty: 4276.111816
	Iteration 22Q: 3 clusters Score -1034909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1034937.937500 Penalty: 4276.111816
	Iteration 23Q: 3 clusters Score -1034938 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1034956.937500 Penalty: 4276.111816
	Iteration 24Q: 3 clusters Score -1034957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1034978.937500 Penalty: 4276.111816
	Iteration 25Q: 3 clusters Score -1034979 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1034994.125000 Penalty: 4276.111816
	Iteration 26Q: 3 clusters Score -1034994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1035003.375000 Penalty: 4276.111816
	Iteration 27Q: 3 clusters Score -1035003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1035004.812500 Penalty: 4276.111816
	Iteration 28Q: 3 clusters Score -1035005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1035006.875000 Penalty: 4276.111816
	Iteration 29Q: 3 clusters Score -1035007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1035010.125000 Penalty: 4276.111816
	Iteration 30Q: 3 clusters Score -1035010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1035011.187500 Penalty: 4276.111816
	Iteration 31Q: 3 clusters Score -1035011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1035011.187500 Penalty: 4276.111816
	Iteration 32F: 3 clusters Score -1035011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Entering Unmasked Estep 
Score: -8686097.000000 Penalty: 2665.030029
	Iteration 0F: 2 clusters Score -8686097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8656128.000000 Penalty: 5330.060059
	Iteration 0F: 3 clusters Score -8656128 nChanged 21358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -8668368.000000 Penalty: 5330.060059
	Iteration 1F: 3 clusters Score -8668368 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8669646.000000 Penalty: 5330.060059
	Iteration 2F: 3 clusters Score -8669646 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -8671379.000000 Penalty: 5330.060059
	Iteration 3F: 3 clusters Score -8671379 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -8673661.000000 Penalty: 5330.060059
	Iteration 4F: 3 clusters Score -8673661 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -8676762.000000 Penalty: 5330.060059
	Iteration 5F: 3 clusters Score -8676762 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -8679963.000000 Penalty: 5330.060059
	Iteration 6F: 3 clusters Score -8679963 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -8682722.000000 Penalty: 5330.060059
	Iteration 7F: 3 clusters Score -8682722 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -8684041.000000 Penalty: 5330.060059
	Iteration 8Q: 3 clusters Score -8684041 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -8684435.000000 Penalty: 5330.060059
	Iteration 9Q: 3 clusters Score -8684435 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -8684598.000000 Penalty: 5330.060059
	Iteration 10Q: 3 clusters Score -8684598 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -8684704.000000 Penalty: 5330.060059
	Iteration 11Q: 3 clusters Score -8684704 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -8684797.000000 Penalty: 5330.060059
	Iteration 12Q: 3 clusters Score -8684797 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -8684859.000000 Penalty: 5330.060059
	Iteration 13Q: 3 clusters Score -8684859 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -8684937.000000 Penalty: 5330.060059
	Iteration 14Q: 3 clusters Score -8684937 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -8684994.000000 Penalty: 5330.060059
	Iteration 15Q: 3 clusters Score -8684994 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -8685070.000000 Penalty: 5330.060059
	Iteration 16Q: 3 clusters Score -8685070 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8685067.000000 Penalty: 5330.060059
	Iteration 17Q: 3 clusters Score -8685067 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -8685074.000000 Penalty: 5330.060059
	Iteration 18Q: 3 clusters Score -8685074 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8685074.000000 Penalty: 5330.060059
	Iteration 19Q: 3 clusters Score -8685074 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8685075.000000 Penalty: 5330.060059
	Iteration 20F: 3 clusters Score -8685075 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8685072.000000 Penalty: 5330.060059
	Iteration 21Q: 3 clusters Score -8685072 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -8685054.000000 Penalty: 5330.060059
	Iteration 22Q: 3 clusters Score -8685054 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8685045.000000 Penalty: 5330.060059
	Iteration 23Q: 3 clusters Score -8685045 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8685066.000000 Penalty: 5330.060059
	Iteration 24Q: 3 clusters Score -8685066 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8685068.000000 Penalty: 5330.060059
	Iteration 25Q: 3 clusters Score -8685068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8685058.000000 Penalty: 5330.060059
	Iteration 26Q: 3 clusters Score -8685058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8685058.000000 Penalty: 5330.060059
	Iteration 27Q: 3 clusters Score -8685058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8685057.000000 Penalty: 5330.060059
	Iteration 28Q: 3 clusters Score -8685057 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8685060.000000 Penalty: 5330.060059
	Iteration 29Q: 3 clusters Score -8685060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8685060.000000 Penalty: 5330.060059
	Iteration 30Q: 3 clusters Score -8685060 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8685039.000000 Penalty: 5330.060059
	Iteration 31Q: 3 clusters Score -8685039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8685037.000000 Penalty: 5330.060059
	Iteration 32Q: 3 clusters Score -8685037 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8685018.000000 Penalty: 5330.060059
	Iteration 33Q: 3 clusters Score -8685018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8685035.000000 Penalty: 5330.060059
	Iteration 34Q: 3 clusters Score -8685035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8685021.000000 Penalty: 5330.060059
	Iteration 35Q: 3 clusters Score -8685021 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8685014.000000 Penalty: 5330.060059
	Iteration 36Q: 3 clusters Score -8685014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8685017.000000 Penalty: 5330.060059
	Iteration 37Q: 3 clusters Score -8685017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44089 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8685015.000000 Penalty: 5330.060059
	Iteration 38Q: 3 clusters Score -8685015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8685017.000000 Penalty: 5330.060059
	Iteration 39Q: 3 clusters Score -8685017 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8685034.000000 Penalty: 5330.060059
	Iteration 40F: 3 clusters Score -8685034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8685027.000000 Penalty: 5330.060059
	Iteration 41Q: 3 clusters Score -8685027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8685048.000000 Penalty: 5330.060059
	Iteration 42Q: 3 clusters Score -8685048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8685040.000000 Penalty: 5330.060059
	Iteration 43Q: 3 clusters Score -8685040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8685022.000000 Penalty: 5330.060059
	Iteration 44Q: 3 clusters Score -8685022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -8685029.000000 Penalty: 5330.060059
	Iteration 45Q: 3 clusters Score -8685029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -8685030.000000 Penalty: 5330.060059
	Iteration 46Q: 3 clusters Score -8685030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8685017.000000 Penalty: 5330.060059
	Iteration 47Q: 3 clusters Score -8685017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8685022.000000 Penalty: 5330.060059
	Iteration 48Q: 3 clusters Score -8685022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8685019.000000 Penalty: 5330.060059
	Iteration 49Q: 3 clusters Score -8685019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8685018.000000 Penalty: 5330.060059
	Iteration 50Q: 3 clusters Score -8685018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8685009.000000 Penalty: 5330.060059
	Iteration 51Q: 3 clusters Score -8685009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8685002.000000 Penalty: 5330.060059
	Iteration 52Q: 3 clusters Score -8685002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8684996.000000 Penalty: 5330.060059
	Iteration 53Q: 3 clusters Score -8684996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8684989.000000 Penalty: 5330.060059
	Iteration 54Q: 3 clusters Score -8684989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8684994.000000 Penalty: 5330.060059
	Iteration 55Q: 3 clusters Score -8684994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8684980.000000 Penalty: 5330.060059
	Iteration 56Q: 3 clusters Score -8684980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8684980.000000 Penalty: 5330.060059
	Iteration 57Q: 3 clusters Score -8684980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -8684979.000000 Penalty: 5330.060059
	Iteration 58Q: 3 clusters Score -8684979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8684985.000000 Penalty: 5330.060059
	Iteration 59Q: 3 clusters Score -8684985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8684972.000000 Penalty: 5330.060059
	Iteration 60F: 3 clusters Score -8684972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8684978.000000 Penalty: 5330.060059
	Iteration 61Q: 3 clusters Score -8684978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8684977.000000 Penalty: 5330.060059
	Iteration 62Q: 3 clusters Score -8684977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8684965.000000 Penalty: 5330.060059
	Iteration 63Q: 3 clusters Score -8684965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8684962.000000 Penalty: 5330.060059
	Iteration 64Q: 3 clusters Score -8684962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8684962.000000 Penalty: 5330.060059
	Iteration 65Q: 3 clusters Score -8684962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8684965.000000 Penalty: 5330.060059
	Iteration 66Q: 3 clusters Score -8684965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8684975.000000 Penalty: 5330.060059
	Iteration 67Q: 3 clusters Score -8684975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8684971.000000 Penalty: 5330.060059
	Iteration 68Q: 3 clusters Score -8684971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8684971.000000 Penalty: 5330.060059
	Iteration 69F: 3 clusters Score -8684971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Entering Unmasked Estep 
Score: -4432749.000000 Penalty: 2498.380615
	Iteration 0F: 2 clusters Score -4432749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -4416369.000000 Penalty: 4996.761230
	Iteration 0F: 3 clusters Score -4416369 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -4422068.500000 Penalty: 4996.761230
	Iteration 1F: 3 clusters Score -4422068 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4422527.500000 Penalty: 4996.761230
	Iteration 2F: 3 clusters Score -4422528 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -4422889.500000 Penalty: 4996.761230
	Iteration 3Q: 3 clusters Score -4422890 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -4423243.500000 Penalty: 4996.761230
	Iteration 4Q: 3 clusters Score -4423244 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -4423682.000000 Penalty: 4996.761230
	Iteration 5Q: 3 clusters Score -4423682 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -4424190.500000 Penalty: 4996.761230
	Iteration 6Q: 3 clusters Score -4424190 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4424905.500000 Penalty: 4996.761230
	Iteration 7F: 3 clusters Score -4424906 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -4425811.000000 Penalty: 4996.761230
	Iteration 8F: 3 clusters Score -4425811 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -4426923.000000 Penalty: 4996.761230
	Iteration 9F: 3 clusters Score -4426923 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -4428053.500000 Penalty: 4996.761230
	Iteration 10F: 3 clusters Score -4428054 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4429036.000000 Penalty: 4996.761230
	Iteration 11Q: 3 clusters Score -4429036 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4429697.000000 Penalty: 4996.761230
	Iteration 12Q: 3 clusters Score -4429697 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4430037.500000 Penalty: 4996.761230
	Iteration 13Q: 3 clusters Score -4430038 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4430251.000000 Penalty: 4996.761230
	Iteration 14Q: 3 clusters Score -4430251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4430347.500000 Penalty: 4996.761230
	Iteration 15Q: 3 clusters Score -4430348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4430428.000000 Penalty: 4996.761230
	Iteration 16Q: 3 clusters Score -4430428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4430463.500000 Penalty: 4996.761230
	Iteration 17Q: 3 clusters Score -4430464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4430495.000000 Penalty: 4996.761230
	Iteration 18Q: 3 clusters Score -4430495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4430520.500000 Penalty: 4996.761230
	Iteration 19Q: 3 clusters Score -4430520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4430540.500000 Penalty: 4996.761230
	Iteration 20F: 3 clusters Score -4430540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4430563.500000 Penalty: 4996.761230
	Iteration 21Q: 3 clusters Score -4430564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4430568.000000 Penalty: 4996.761230
	Iteration 22Q: 3 clusters Score -4430568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4430572.500000 Penalty: 4996.761230
	Iteration 23Q: 3 clusters Score -4430572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4430581.000000 Penalty: 4996.761230
	Iteration 24Q: 3 clusters Score -4430581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4430580.500000 Penalty: 4996.761230
	Iteration 25Q: 3 clusters Score -4430580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4430582.000000 Penalty: 4996.761230
	Iteration 26Q: 3 clusters Score -4430582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4430580.500000 Penalty: 4996.761230
	Iteration 27Q: 3 clusters Score -4430580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4430583.000000 Penalty: 4996.761230
	Iteration 28Q: 3 clusters Score -4430583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4430583.500000 Penalty: 4996.761230
	Iteration 29Q: 3 clusters Score -4430584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4430583.500000 Penalty: 4996.761230
	Iteration 30F: 3 clusters Score -4430584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46635.347656 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46635.35 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -47174.968750 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47174.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47578.593750 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47578.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -47806.242188 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47806.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48117.937500 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48117.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48323.539062 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48323.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48414.171875 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48414.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48514.144531 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48514.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48536.015625 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48536.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48547.078125 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48547.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48560.242188 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48560.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48590.316406 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -48590.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48620.660156 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48620.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48629.714844 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48629.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48640.226562 Penalty: 3109.471680
	Iteration 14F: 3 clusters Score -48640.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48683.511719 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48683.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48705.871094 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -48705.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48707.808594 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -48707.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48707.808594 Penalty: 3109.471680
	Iteration 18F: 3 clusters Score -48707.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 23721 members 
Mstep: Class 6 contains 357 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 48886 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 35990 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26930 members 
Mstep: Class 17 contains 26651 members 
Mstep: Class 18 contains 45441 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 50332 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43530 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 56298 members 
Mstep: Class 27 contains 59869 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 171 members 
Entering Unmasked Estep 
Score: -137126176.000000 Penalty: 97259.320312
Splitting cluster 6 changes total score from -137127168.000000 to -137126176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (21926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Entering Unmasked Estep 
Score: -4069515.750000 Penalty: 2478.866211
	Iteration 0F: 2 clusters Score -4069516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -4054184.750000 Penalty: 4957.732422
	Iteration 0F: 3 clusters Score -4054185 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -4059402.250000 Penalty: 4957.732422
	Iteration 1F: 3 clusters Score -4059402 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -4059865.750000 Penalty: 4957.732422
	Iteration 2F: 3 clusters Score -4059866 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -4060281.500000 Penalty: 4957.732422
	Iteration 3Q: 3 clusters Score -4060282 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -4060745.750000 Penalty: 4957.732422
	Iteration 4Q: 3 clusters Score -4060746 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4061376.500000 Penalty: 4957.732422
	Iteration 5F: 3 clusters Score -4061376 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -4062279.250000 Penalty: 4957.732422
	Iteration 6F: 3 clusters Score -4062279 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4063453.250000 Penalty: 4957.732422
	Iteration 7F: 3 clusters Score -4063453 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4064742.000000 Penalty: 4957.732422
	Iteration 8F: 3 clusters Score -4064742 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -4065888.500000 Penalty: 4957.732422
	Iteration 9F: 3 clusters Score -4065888 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4066677.750000 Penalty: 4957.732422
	Iteration 10Q: 3 clusters Score -4066678 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -4067104.500000 Penalty: 4957.732422
	Iteration 11Q: 3 clusters Score -4067104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4067352.250000 Penalty: 4957.732422
	Iteration 12Q: 3 clusters Score -4067352 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -4067487.750000 Penalty: 4957.732422
	Iteration 13Q: 3 clusters Score -4067488 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4067554.000000 Penalty: 4957.732422
	Iteration 14Q: 3 clusters Score -4067554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4067590.000000 Penalty: 4957.732422
	Iteration 15Q: 3 clusters Score -4067590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4067633.750000 Penalty: 4957.732422
	Iteration 16Q: 3 clusters Score -4067634 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4067652.500000 Penalty: 4957.732422
	Iteration 17Q: 3 clusters Score -4067652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4067668.250000 Penalty: 4957.732422
	Iteration 18Q: 3 clusters Score -4067668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4067670.000000 Penalty: 4957.732422
	Iteration 19Q: 3 clusters Score -4067670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4067680.500000 Penalty: 4957.732422
	Iteration 20F: 3 clusters Score -4067680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4067692.500000 Penalty: 4957.732422
	Iteration 21Q: 3 clusters Score -4067692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4067691.750000 Penalty: 4957.732422
	Iteration 22Q: 3 clusters Score -4067692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4067697.000000 Penalty: 4957.732422
	Iteration 23Q: 3 clusters Score -4067697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4067700.500000 Penalty: 4957.732422
	Iteration 24Q: 3 clusters Score -4067700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4067701.000000 Penalty: 4957.732422
	Iteration 25Q: 3 clusters Score -4067701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4067699.000000 Penalty: 4957.732422
	Iteration 26Q: 3 clusters Score -4067699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4067702.000000 Penalty: 4957.732422
	Iteration 27Q: 3 clusters Score -4067702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4067707.250000 Penalty: 4957.732422
	Iteration 28Q: 3 clusters Score -4067707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4067707.750000 Penalty: 4957.732422
	Iteration 29Q: 3 clusters Score -4067708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4067710.750000 Penalty: 4957.732422
	Iteration 30Q: 3 clusters Score -4067711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4067721.250000 Penalty: 4957.732422
	Iteration 31Q: 3 clusters Score -4067721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4067721.750000 Penalty: 4957.732422
	Iteration 32Q: 3 clusters Score -4067722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4067723.500000 Penalty: 4957.732422
	Iteration 33Q: 3 clusters Score -4067724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4067725.250000 Penalty: 4957.732422
	Iteration 34Q: 3 clusters Score -4067725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4067722.750000 Penalty: 4957.732422
	Iteration 35Q: 3 clusters Score -4067723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4067726.250000 Penalty: 4957.732422
	Iteration 36Q: 3 clusters Score -4067726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4067722.750000 Penalty: 4957.732422
	Iteration 37Q: 3 clusters Score -4067723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4067724.500000 Penalty: 4957.732422
	Iteration 38Q: 3 clusters Score -4067724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4067724.500000 Penalty: 4957.732422
	Iteration 39F: 3 clusters Score -4067724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -204597.031250 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -204597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -202570.921875 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -202570.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -202980.468750 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -202980.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -203262.687500 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -203262.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -203557.046875 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -203557 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -203934.531250 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -203934.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -204152.171875 Penalty: 3510.020264
	Iteration 5F: 3 clusters Score -204152.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -204299.359375 Penalty: 3510.020264
	Iteration 6F: 3 clusters Score -204299.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -204373.703125 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -204373.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204418.468750 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -204418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -204435.437500 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -204435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -204453.406250 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -204453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -204468.750000 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -204468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -204471.640625 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -204471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -204474.578125 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -204474.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204476.468750 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -204476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -204476.468750 Penalty: 3510.020264
	Iteration 15F: 3 clusters Score -204476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -416401.750000 Penalty: 1925.755859
	Iteration 0F: 2 clusters Score -416401.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -413778.937500 Penalty: 3851.511719
	Iteration 0F: 3 clusters Score -413778.9 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -415014.937500 Penalty: 3851.511719
	Iteration 1F: 3 clusters Score -415014.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -415517.906250 Penalty: 3851.511719
	Iteration 2F: 3 clusters Score -415517.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -415809.500000 Penalty: 3851.511719
	Iteration 3F: 3 clusters Score -415809.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -416064.781250 Penalty: 3851.511719
	Iteration 4F: 3 clusters Score -416064.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -416252.312500 Penalty: 3851.511719
	Iteration 5F: 3 clusters Score -416252.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -416346.062500 Penalty: 3851.511719
	Iteration 6Q: 3 clusters Score -416346.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -416399.031250 Penalty: 3851.511719
	Iteration 7Q: 3 clusters Score -416399 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -416428.812500 Penalty: 3851.511719
	Iteration 8Q: 3 clusters Score -416428.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -416437.031250 Penalty: 3851.511719
	Iteration 9Q: 3 clusters Score -416437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -416445.125000 Penalty: 3851.511719
	Iteration 10Q: 3 clusters Score -416445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -416449.250000 Penalty: 3851.511719
	Iteration 11Q: 3 clusters Score -416449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -416451.156250 Penalty: 3851.511719
	Iteration 12Q: 3 clusters Score -416451.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -416451.437500 Penalty: 3851.511719
	Iteration 13Q: 3 clusters Score -416451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -416451.437500 Penalty: 3851.511719
	Iteration 14F: 3 clusters Score -416451.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 23721 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 48886 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 35990 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26930 members 
Mstep: Class 17 contains 26651 members 
Mstep: Class 18 contains 45441 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 50332 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43530 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 56298 members 
Mstep: Class 27 contains 59869 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
Score: -137125520.000000 Penalty: 97259.320312
Splitting cluster 9 changes total score from -137127168.000000 to -137125520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Entering Unmasked Estep 
Score: -8560501.000000 Penalty: 2663.514160
	Iteration 0F: 2 clusters Score -8560501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8529886.000000 Penalty: 5327.028320
	Iteration 0F: 3 clusters Score -8529886 nChanged 21241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8541484.000000 Penalty: 5327.028320
	Iteration 1F: 3 clusters Score -8541484 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8541905.000000 Penalty: 5327.028320
	Iteration 2Q: 3 clusters Score -8541905 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8542300.000000 Penalty: 5327.028320
	Iteration 3Q: 3 clusters Score -8542300 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -8542711.000000 Penalty: 5327.028320
	Iteration 4Q: 3 clusters Score -8542711 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8543225.000000 Penalty: 5327.028320
	Iteration 5Q: 3 clusters Score -8543225 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -8544002.000000 Penalty: 5327.028320
	Iteration 6Q: 3 clusters Score -8544002 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -8545122.000000 Penalty: 5327.028320
	Iteration 7Q: 3 clusters Score -8545122 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -8546944.000000 Penalty: 5327.028320
	Iteration 8F: 3 clusters Score -8546944 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -8549364.000000 Penalty: 5327.028320
	Iteration 9F: 3 clusters Score -8549364 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -8552243.000000 Penalty: 5327.028320
	Iteration 10F: 3 clusters Score -8552243 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -8554697.000000 Penalty: 5327.028320
	Iteration 11F: 3 clusters Score -8554697 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -8555996.000000 Penalty: 5327.028320
	Iteration 12Q: 3 clusters Score -8555996 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -8556807.000000 Penalty: 5327.028320
	Iteration 13Q: 3 clusters Score -8556807 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -8557349.000000 Penalty: 5327.028320
	Iteration 14Q: 3 clusters Score -8557349 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -8557747.000000 Penalty: 5327.028320
	Iteration 15Q: 3 clusters Score -8557747 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -8558071.000000 Penalty: 5327.028320
	Iteration 16Q: 3 clusters Score -8558071 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -8558287.000000 Penalty: 5327.028320
	Iteration 17Q: 3 clusters Score -8558287 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -8558446.000000 Penalty: 5327.028320
	Iteration 18Q: 3 clusters Score -8558446 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -8558593.000000 Penalty: 5327.028320
	Iteration 19Q: 3 clusters Score -8558593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8558681.000000 Penalty: 5327.028320
	Iteration 20F: 3 clusters Score -8558681 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8558755.000000 Penalty: 5327.028320
	Iteration 21Q: 3 clusters Score -8558755 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -8558823.000000 Penalty: 5327.028320
	Iteration 22Q: 3 clusters Score -8558823 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -8558874.000000 Penalty: 5327.028320
	Iteration 23Q: 3 clusters Score -8558874 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -8558922.000000 Penalty: 5327.028320
	Iteration 24Q: 3 clusters Score -8558922 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -8558983.000000 Penalty: 5327.028320
	Iteration 25Q: 3 clusters Score -8558983 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -8558984.000000 Penalty: 5327.028320
	Iteration 26Q: 3 clusters Score -8558984 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -8558997.000000 Penalty: 5327.028320
	Iteration 27Q: 3 clusters Score -8558997 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -8559040.000000 Penalty: 5327.028320
	Iteration 28Q: 3 clusters Score -8559040 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -8559064.000000 Penalty: 5327.028320
	Iteration 29Q: 3 clusters Score -8559064 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -8559072.000000 Penalty: 5327.028320
	Iteration 30Q: 3 clusters Score -8559072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -8559082.000000 Penalty: 5327.028320
	Iteration 31Q: 3 clusters Score -8559082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -8559092.000000 Penalty: 5327.028320
	Iteration 32Q: 3 clusters Score -8559092 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8559103.000000 Penalty: 5327.028320
	Iteration 33Q: 3 clusters Score -8559103 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -8559092.000000 Penalty: 5327.028320
	Iteration 34Q: 3 clusters Score -8559092 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -8559116.000000 Penalty: 5327.028320
	Iteration 35Q: 3 clusters Score -8559116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8559129.000000 Penalty: 5327.028320
	Iteration 36Q: 3 clusters Score -8559129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -8559174.000000 Penalty: 5327.028320
	Iteration 37Q: 3 clusters Score -8559174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -8559171.000000 Penalty: 5327.028320
	Iteration 38Q: 3 clusters Score -8559171 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -8559189.000000 Penalty: 5327.028320
	Iteration 39Q: 3 clusters Score -8559189 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8559202.000000 Penalty: 5327.028320
	Iteration 40F: 3 clusters Score -8559202 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8559217.000000 Penalty: 5327.028320
	Iteration 41Q: 3 clusters Score -8559217 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8559219.000000 Penalty: 5327.028320
	Iteration 42Q: 3 clusters Score -8559219 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8559211.000000 Penalty: 5327.028320
	Iteration 43Q: 3 clusters Score -8559211 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8559214.000000 Penalty: 5327.028320
	Iteration 44Q: 3 clusters Score -8559214 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -8559243.000000 Penalty: 5327.028320
	Iteration 45Q: 3 clusters Score -8559243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -8559245.000000 Penalty: 5327.028320
	Iteration 46Q: 3 clusters Score -8559245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -8559226.000000 Penalty: 5327.028320
	Iteration 47Q: 3 clusters Score -8559226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -8559226.000000 Penalty: 5327.028320
	Iteration 48Q: 3 clusters Score -8559226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8559221.000000 Penalty: 5327.028320
	Iteration 49Q: 3 clusters Score -8559221 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -8559223.000000 Penalty: 5327.028320
	Iteration 50Q: 3 clusters Score -8559223 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8559205.000000 Penalty: 5327.028320
	Iteration 51Q: 3 clusters Score -8559205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -8559208.000000 Penalty: 5327.028320
	Iteration 52Q: 3 clusters Score -8559208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8559209.000000 Penalty: 5327.028320
	Iteration 53Q: 3 clusters Score -8559209 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8559219.000000 Penalty: 5327.028320
	Iteration 54Q: 3 clusters Score -8559219 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8559225.000000 Penalty: 5327.028320
	Iteration 55Q: 3 clusters Score -8559225 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8559219.000000 Penalty: 5327.028320
	Iteration 56Q: 3 clusters Score -8559219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8559199.000000 Penalty: 5327.028320
	Iteration 57Q: 3 clusters Score -8559199 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8559197.000000 Penalty: 5327.028320
	Iteration 58Q: 3 clusters Score -8559197 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8559201.000000 Penalty: 5327.028320
	Iteration 59Q: 3 clusters Score -8559201 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -8559214.000000 Penalty: 5327.028320
	Iteration 60F: 3 clusters Score -8559214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8559213.000000 Penalty: 5327.028320
	Iteration 61Q: 3 clusters Score -8559213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 42980 members 
Entering Unmasked Estep 
Score: -8559204.000000 Penalty: 5327.028320
	Iteration 62Q: 3 clusters Score -8559204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8559216.000000 Penalty: 5327.028320
	Iteration 63Q: 3 clusters Score -8559216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8559213.000000 Penalty: 5327.028320
	Iteration 64Q: 3 clusters Score -8559213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8559224.000000 Penalty: 5327.028320
	Iteration 65Q: 3 clusters Score -8559224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8559224.000000 Penalty: 5327.028320
	Iteration 66Q: 3 clusters Score -8559224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -8559215.000000 Penalty: 5327.028320
	Iteration 67Q: 3 clusters Score -8559215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -8559236.000000 Penalty: 5327.028320
	Iteration 68Q: 3 clusters Score -8559236 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -8559242.000000 Penalty: 5327.028320
	Iteration 69Q: 3 clusters Score -8559242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8559234.000000 Penalty: 5327.028320
	Iteration 70Q: 3 clusters Score -8559234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8559233.000000 Penalty: 5327.028320
	Iteration 71Q: 3 clusters Score -8559233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8559232.000000 Penalty: 5327.028320
	Iteration 72Q: 3 clusters Score -8559232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -8559241.000000 Penalty: 5327.028320
	Iteration 73Q: 3 clusters Score -8559241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8559226.000000 Penalty: 5327.028320
	Iteration 74Q: 3 clusters Score -8559226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8559221.000000 Penalty: 5327.028320
	Iteration 75Q: 3 clusters Score -8559221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -8559222.000000 Penalty: 5327.028320
	Iteration 76Q: 3 clusters Score -8559222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8559218.000000 Penalty: 5327.028320
	Iteration 77Q: 3 clusters Score -8559218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8559243.000000 Penalty: 5327.028320
	Iteration 78Q: 3 clusters Score -8559243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8559243.000000 Penalty: 5327.028320
	Iteration 79Q: 3 clusters Score -8559243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8559239.000000 Penalty: 5327.028320
	Iteration 80F: 3 clusters Score -8559239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8559234.000000 Penalty: 5327.028320
	Iteration 81Q: 3 clusters Score -8559234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8559236.000000 Penalty: 5327.028320
	Iteration 82Q: 3 clusters Score -8559236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8559237.000000 Penalty: 5327.028320
	Iteration 83Q: 3 clusters Score -8559237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8559237.000000 Penalty: 5327.028320
	Iteration 84Q: 3 clusters Score -8559237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8559230.000000 Penalty: 5327.028320
	Iteration 85Q: 3 clusters Score -8559230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8559235.000000 Penalty: 5327.028320
	Iteration 86Q: 3 clusters Score -8559235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8559240.000000 Penalty: 5327.028320
	Iteration 87Q: 3 clusters Score -8559240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8559245.000000 Penalty: 5327.028320
	Iteration 88Q: 3 clusters Score -8559245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8559240.000000 Penalty: 5327.028320
	Iteration 89Q: 3 clusters Score -8559240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8559246.000000 Penalty: 5327.028320
	Iteration 90Q: 3 clusters Score -8559246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -8559239.000000 Penalty: 5327.028320
	Iteration 91Q: 3 clusters Score -8559239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -8559229.000000 Penalty: 5327.028320
	Iteration 92Q: 3 clusters Score -8559229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8559236.000000 Penalty: 5327.028320
	Iteration 93Q: 3 clusters Score -8559236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -8559247.000000 Penalty: 5327.028320
	Iteration 94Q: 3 clusters Score -8559247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8559242.000000 Penalty: 5327.028320
	Iteration 95Q: 3 clusters Score -8559242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8559241.000000 Penalty: 5327.028320
	Iteration 96Q: 3 clusters Score -8559241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8559247.000000 Penalty: 5327.028320
	Iteration 97Q: 3 clusters Score -8559247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8559246.000000 Penalty: 5327.028320
	Iteration 98Q: 3 clusters Score -8559246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8559244.000000 Penalty: 5327.028320
	Iteration 99Q: 3 clusters Score -8559244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -8559244.000000 Penalty: 5327.028320
	Iteration 100F: 3 clusters Score -8559244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -8559252.000000 Penalty: 5327.028320
	Iteration 101Q: 3 clusters Score -8559252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8559246.000000 Penalty: 5327.028320
	Iteration 102Q: 3 clusters Score -8559246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8559244.000000 Penalty: 5327.028320
	Iteration 103Q: 3 clusters Score -8559244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8559241.000000 Penalty: 5327.028320
	Iteration 104Q: 3 clusters Score -8559241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8559241.000000 Penalty: 5327.028320
	Iteration 105F: 3 clusters Score -8559241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (48886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Entering Unmasked Estep 
Score: -9142851.000000 Penalty: 2677.717041
	Iteration 0F: 2 clusters Score -9142851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9112932.000000 Penalty: 5355.434082
	Iteration 0F: 3 clusters Score -9112932 nChanged 22581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9125234.000000 Penalty: 5355.434082
	Iteration 1F: 3 clusters Score -9125234 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -9125770.000000 Penalty: 5355.434082
	Iteration 2Q: 3 clusters Score -9125770 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -9126406.000000 Penalty: 5355.434082
	Iteration 3Q: 3 clusters Score -9126406 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -9127277.000000 Penalty: 5355.434082
	Iteration 4Q: 3 clusters Score -9127277 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9128812.000000 Penalty: 5355.434082
	Iteration 5F: 3 clusters Score -9128812 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -9131517.000000 Penalty: 5355.434082
	Iteration 6F: 3 clusters Score -9131517 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -9135043.000000 Penalty: 5355.434082
	Iteration 7F: 3 clusters Score -9135043 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -9138518.000000 Penalty: 5355.434082
	Iteration 8F: 3 clusters Score -9138518 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -9140360.000000 Penalty: 5355.434082
	Iteration 9F: 3 clusters Score -9140360 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9141037.000000 Penalty: 5355.434082
	Iteration 10Q: 3 clusters Score -9141037 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -9141412.000000 Penalty: 5355.434082
	Iteration 11Q: 3 clusters Score -9141412 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -9141584.000000 Penalty: 5355.434082
	Iteration 12Q: 3 clusters Score -9141584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9141672.000000 Penalty: 5355.434082
	Iteration 13Q: 3 clusters Score -9141672 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9141732.000000 Penalty: 5355.434082
	Iteration 14Q: 3 clusters Score -9141732 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -9141726.000000 Penalty: 5355.434082
	Iteration 15Q: 3 clusters Score -9141726 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9141722.000000 Penalty: 5355.434082
	Iteration 16Q: 3 clusters Score -9141722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -9141724.000000 Penalty: 5355.434082
	Iteration 17Q: 3 clusters Score -9141724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -9141723.000000 Penalty: 5355.434082
	Iteration 18Q: 3 clusters Score -9141723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9141719.000000 Penalty: 5355.434082
	Iteration 19Q: 3 clusters Score -9141719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -9141722.000000 Penalty: 5355.434082
	Iteration 20F: 3 clusters Score -9141722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -9141725.000000 Penalty: 5355.434082
	Iteration 21Q: 3 clusters Score -9141725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -9141724.000000 Penalty: 5355.434082
	Iteration 22Q: 3 clusters Score -9141724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -9141724.000000 Penalty: 5355.434082
	Iteration 23F: 3 clusters Score -9141724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106644.406250 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106644.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107011.328125 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107011.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107135.515625 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107135.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107206.460938 Penalty: 3269.470215
	Iteration 3Q: 3 clusters Score -107206.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -107244.734375 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107244.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -107275.859375 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107275.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107285.750000 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107285.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107305.968750 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107316.835938 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107335.937500 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107335.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -107351.960938 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -107356.015625 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -107356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -107356.617188 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -107356.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107358.312500 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -107358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107358.312500 Penalty: 3269.470215
	Iteration 14F: 3 clusters Score -107358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Entering Unmasked Estep 
Score: -10295645.000000 Penalty: 2705.617188
	Iteration 0F: 2 clusters Score -1.029564e+07 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 27382 members 
Entering Unmasked Estep 
Score: -10264521.000000 Penalty: 5411.234375
	Iteration 0F: 3 clusters Score -1.026452e+07 nChanged 25371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -10278691.000000 Penalty: 5411.234375
	Iteration 1F: 3 clusters Score -1.027869e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -10279146.000000 Penalty: 5411.234375
	Iteration 2Q: 3 clusters Score -1.027915e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -10279551.000000 Penalty: 5411.234375
	Iteration 3Q: 3 clusters Score -1.027955e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -10280098.000000 Penalty: 5411.234375
	Iteration 4Q: 3 clusters Score -1.02801e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -10280659.000000 Penalty: 5411.234375
	Iteration 5Q: 3 clusters Score -1.028066e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -10281465.000000 Penalty: 5411.234375
	Iteration 6Q: 3 clusters Score -1.028146e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -10282698.000000 Penalty: 5411.234375
	Iteration 7Q: 3 clusters Score -1.02827e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -10284468.000000 Penalty: 5411.234375
	Iteration 8F: 3 clusters Score -1.028447e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -10286837.000000 Penalty: 5411.234375
	Iteration 9F: 3 clusters Score -1.028684e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -10289194.000000 Penalty: 5411.234375
	Iteration 10F: 3 clusters Score -1.028919e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -10290672.000000 Penalty: 5411.234375
	Iteration 11F: 3 clusters Score -1.029067e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -10291771.000000 Penalty: 5411.234375
	Iteration 12Q: 3 clusters Score -1.029177e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -10292392.000000 Penalty: 5411.234375
	Iteration 13Q: 3 clusters Score -1.029239e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53306 members 
Entering Unmasked Estep 
Score: -10292697.000000 Penalty: 5411.234375
	Iteration 14Q: 3 clusters Score -1.02927e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -10292973.000000 Penalty: 5411.234375
	Iteration 15Q: 3 clusters Score -1.029297e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53947 members 
Entering Unmasked Estep 
Score: -10293116.000000 Penalty: 5411.234375
	Iteration 16Q: 3 clusters Score -1.029312e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 54070 members 
Entering Unmasked Estep 
Score: -10293175.000000 Penalty: 5411.234375
	Iteration 17Q: 3 clusters Score -1.029318e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -10293219.000000 Penalty: 5411.234375
	Iteration 18Q: 3 clusters Score -1.029322e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -10293265.000000 Penalty: 5411.234375
	Iteration 19Q: 3 clusters Score -1.029326e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -10293289.000000 Penalty: 5411.234375
	Iteration 20F: 3 clusters Score -1.029329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -10293304.000000 Penalty: 5411.234375
	Iteration 21Q: 3 clusters Score -1.02933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -10293322.000000 Penalty: 5411.234375
	Iteration 22Q: 3 clusters Score -1.029332e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -10293326.000000 Penalty: 5411.234375
	Iteration 23Q: 3 clusters Score -1.029333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54240 members 
Entering Unmasked Estep 
Score: -10293317.000000 Penalty: 5411.234375
	Iteration 24Q: 3 clusters Score -1.029332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -10293322.000000 Penalty: 5411.234375
	Iteration 25Q: 3 clusters Score -1.029332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -10293319.000000 Penalty: 5411.234375
	Iteration 26Q: 3 clusters Score -1.029332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -10293331.000000 Penalty: 5411.234375
	Iteration 27Q: 3 clusters Score -1.029333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -10293342.000000 Penalty: 5411.234375
	Iteration 28Q: 3 clusters Score -1.029334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 54256 members 
Entering Unmasked Estep 
Score: -10293346.000000 Penalty: 5411.234375
	Iteration 29Q: 3 clusters Score -1.029335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -10293351.000000 Penalty: 5411.234375
	Iteration 30Q: 3 clusters Score -1.029335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -10293356.000000 Penalty: 5411.234375
	Iteration 31Q: 3 clusters Score -1.029336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -10293359.000000 Penalty: 5411.234375
	Iteration 32Q: 3 clusters Score -1.029336e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 54255 members 
Entering Unmasked Estep 
Score: -10293359.000000 Penalty: 5411.234375
	Iteration 33F: 3 clusters Score -1.029336e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (35990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Entering Unmasked Estep 
Score: -6662940.000000 Penalty: 2601.767090
	Iteration 0F: 2 clusters Score -6662940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -6638656.500000 Penalty: 5203.534180
	Iteration 0F: 3 clusters Score -6638656 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -6647580.000000 Penalty: 5203.534180
	Iteration 1F: 3 clusters Score -6647580 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -6648063.500000 Penalty: 5203.534180
	Iteration 2Q: 3 clusters Score -6648064 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6648427.000000 Penalty: 5203.534180
	Iteration 3Q: 3 clusters Score -6648427 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6648764.000000 Penalty: 5203.534180
	Iteration 4Q: 3 clusters Score -6648764 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6649101.500000 Penalty: 5203.534180
	Iteration 5Q: 3 clusters Score -6649102 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -6649429.500000 Penalty: 5203.534180
	Iteration 6Q: 3 clusters Score -6649430 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -6649943.000000 Penalty: 5203.534180
	Iteration 7Q: 3 clusters Score -6649943 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -6650618.500000 Penalty: 5203.534180
	Iteration 8Q: 3 clusters Score -6650618 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -6651603.500000 Penalty: 5203.534180
	Iteration 9Q: 3 clusters Score -6651604 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -6653133.500000 Penalty: 5203.534180
	Iteration 10F: 3 clusters Score -6653134 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -6655092.000000 Penalty: 5203.534180
	Iteration 11F: 3 clusters Score -6655092 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -6656918.500000 Penalty: 5203.534180
	Iteration 12F: 3 clusters Score -6656918 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -6657917.500000 Penalty: 5203.534180
	Iteration 13Q: 3 clusters Score -6657918 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -6658473.500000 Penalty: 5203.534180
	Iteration 14Q: 3 clusters Score -6658474 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -6658959.500000 Penalty: 5203.534180
	Iteration 15Q: 3 clusters Score -6658960 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -6659336.000000 Penalty: 5203.534180
	Iteration 16Q: 3 clusters Score -6659336 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -6659670.500000 Penalty: 5203.534180
	Iteration 17Q: 3 clusters Score -6659670 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -6659980.500000 Penalty: 5203.534180
	Iteration 18Q: 3 clusters Score -6659980 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -6660170.500000 Penalty: 5203.534180
	Iteration 19Q: 3 clusters Score -6660170 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -6660327.500000 Penalty: 5203.534180
	Iteration 20F: 3 clusters Score -6660328 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -6660430.000000 Penalty: 5203.534180
	Iteration 21Q: 3 clusters Score -6660430 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -6660500.500000 Penalty: 5203.534180
	Iteration 22Q: 3 clusters Score -6660500 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -6660597.500000 Penalty: 5203.534180
	Iteration 23Q: 3 clusters Score -6660598 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -6660623.500000 Penalty: 5203.534180
	Iteration 24Q: 3 clusters Score -6660624 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -6660672.500000 Penalty: 5203.534180
	Iteration 25Q: 3 clusters Score -6660672 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -6660694.000000 Penalty: 5203.534180
	Iteration 26Q: 3 clusters Score -6660694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6660745.500000 Penalty: 5203.534180
	Iteration 27Q: 3 clusters Score -6660746 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6660776.000000 Penalty: 5203.534180
	Iteration 28Q: 3 clusters Score -6660776 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -6660830.000000 Penalty: 5203.534180
	Iteration 29Q: 3 clusters Score -6660830 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -6660851.000000 Penalty: 5203.534180
	Iteration 30Q: 3 clusters Score -6660851 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -6660862.500000 Penalty: 5203.534180
	Iteration 31Q: 3 clusters Score -6660862 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -6660865.000000 Penalty: 5203.534180
	Iteration 32Q: 3 clusters Score -6660865 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -6660918.000000 Penalty: 5203.534180
	Iteration 33Q: 3 clusters Score -6660918 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30797 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -6660944.000000 Penalty: 5203.534180
	Iteration 34Q: 3 clusters Score -6660944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -6660941.500000 Penalty: 5203.534180
	Iteration 35Q: 3 clusters Score -6660942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -6660953.500000 Penalty: 5203.534180
	Iteration 36Q: 3 clusters Score -6660954 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -6660981.000000 Penalty: 5203.534180
	Iteration 37Q: 3 clusters Score -6660981 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -6660997.500000 Penalty: 5203.534180
	Iteration 38Q: 3 clusters Score -6660998 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6660996.000000 Penalty: 5203.534180
	Iteration 39Q: 3 clusters Score -6660996 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -6660985.000000 Penalty: 5203.534180
	Iteration 40F: 3 clusters Score -6660985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -6660972.000000 Penalty: 5203.534180
	Iteration 41Q: 3 clusters Score -6660972 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6660971.000000 Penalty: 5203.534180
	Iteration 42Q: 3 clusters Score -6660971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -6660942.500000 Penalty: 5203.534180
	Iteration 43Q: 3 clusters Score -6660942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -6660953.500000 Penalty: 5203.534180
	Iteration 44Q: 3 clusters Score -6660954 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6660967.000000 Penalty: 5203.534180
	Iteration 45Q: 3 clusters Score -6660967 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -6660965.000000 Penalty: 5203.534180
	Iteration 46Q: 3 clusters Score -6660965 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6660971.000000 Penalty: 5203.534180
	Iteration 47Q: 3 clusters Score -6660971 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6660987.000000 Penalty: 5203.534180
	Iteration 48Q: 3 clusters Score -6660987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6660981.500000 Penalty: 5203.534180
	Iteration 49Q: 3 clusters Score -6660982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -6660995.000000 Penalty: 5203.534180
	Iteration 50Q: 3 clusters Score -6660995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6661002.000000 Penalty: 5203.534180
	Iteration 51Q: 3 clusters Score -6661002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -6660988.000000 Penalty: 5203.534180
	Iteration 52Q: 3 clusters Score -6660988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6660993.500000 Penalty: 5203.534180
	Iteration 53Q: 3 clusters Score -6660994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6660994.000000 Penalty: 5203.534180
	Iteration 54Q: 3 clusters Score -6660994 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6660984.500000 Penalty: 5203.534180
	Iteration 55Q: 3 clusters Score -6660984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6660975.500000 Penalty: 5203.534180
	Iteration 56Q: 3 clusters Score -6660976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6660963.500000 Penalty: 5203.534180
	Iteration 57Q: 3 clusters Score -6660964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -6660961.000000 Penalty: 5203.534180
	Iteration 58Q: 3 clusters Score -6660961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6660958.500000 Penalty: 5203.534180
	Iteration 59Q: 3 clusters Score -6660958 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6660962.000000 Penalty: 5203.534180
	Iteration 60F: 3 clusters Score -6660962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6660957.500000 Penalty: 5203.534180
	Iteration 61Q: 3 clusters Score -6660958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -6660971.500000 Penalty: 5203.534180
	Iteration 62Q: 3 clusters Score -6660972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -6660970.000000 Penalty: 5203.534180
	Iteration 63Q: 3 clusters Score -6660970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -6660973.500000 Penalty: 5203.534180
	Iteration 64Q: 3 clusters Score -6660974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -6660970.500000 Penalty: 5203.534180
	Iteration 65Q: 3 clusters Score -6660970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6660963.000000 Penalty: 5203.534180
	Iteration 66Q: 3 clusters Score -6660963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6660966.500000 Penalty: 5203.534180
	Iteration 67Q: 3 clusters Score -6660966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6660975.500000 Penalty: 5203.534180
	Iteration 68Q: 3 clusters Score -6660976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6660983.000000 Penalty: 5203.534180
	Iteration 69Q: 3 clusters Score -6660983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6660977.000000 Penalty: 5203.534180
	Iteration 70Q: 3 clusters Score -6660977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6660985.000000 Penalty: 5203.534180
	Iteration 71Q: 3 clusters Score -6660985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6660981.000000 Penalty: 5203.534180
	Iteration 72Q: 3 clusters Score -6660981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -6660981.500000 Penalty: 5203.534180
	Iteration 73Q: 3 clusters Score -6660982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6660986.000000 Penalty: 5203.534180
	Iteration 74Q: 3 clusters Score -6660986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -6660989.000000 Penalty: 5203.534180
	Iteration 75Q: 3 clusters Score -6660989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6660977.500000 Penalty: 5203.534180
	Iteration 76Q: 3 clusters Score -6660978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6660993.000000 Penalty: 5203.534180
	Iteration 77Q: 3 clusters Score -6660993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6660986.500000 Penalty: 5203.534180
	Iteration 78Q: 3 clusters Score -6660986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -6660982.000000 Penalty: 5203.534180
	Iteration 79Q: 3 clusters Score -6660982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6660977.000000 Penalty: 5203.534180
	Iteration 80F: 3 clusters Score -6660977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33116 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6660973.500000 Penalty: 5203.534180
	Iteration 81Q: 3 clusters Score -6660974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6660980.000000 Penalty: 5203.534180
	Iteration 82Q: 3 clusters Score -6660980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6660982.000000 Penalty: 5203.534180
	Iteration 83Q: 3 clusters Score -6660982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6660975.500000 Penalty: 5203.534180
	Iteration 84Q: 3 clusters Score -6660976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6660975.500000 Penalty: 5203.534180
	Iteration 85F: 3 clusters Score -6660976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104254.281250 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104254.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104779.687500 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104779.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105030.960938 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105140.390625 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105140.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -105211.031250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105279.867188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105279.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105356.296875 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105356.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105382.875000 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105402.289062 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105402.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105421.421875 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105444.937500 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105444.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105472.570312 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105472.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105483.664062 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105483.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105488.593750 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105488.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105492.515625 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -105492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105494.117188 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -105494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105496.351562 Penalty: 3336.211914
	Iteration 16F: 3 clusters Score -105496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105505.101562 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -105505.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105526.640625 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -105526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105544.828125 Penalty: 3336.211914
	Iteration 19Q: 3 clusters Score -105544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105567.687500 Penalty: 3336.211914
	Iteration 20F: 3 clusters Score -105567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105572.976562 Penalty: 3336.211914
	Iteration 21Q: 3 clusters Score -105573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105574.015625 Penalty: 3336.211914
	Iteration 22Q: 3 clusters Score -105574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105574.015625 Penalty: 3336.211914
	Iteration 23F: 3 clusters Score -105574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Entering Unmasked Estep 
Score: -5044184.500000 Penalty: 2529.847168
	Iteration 0F: 2 clusters Score -5044184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -5025640.500000 Penalty: 5059.694336
	Iteration 0F: 3 clusters Score -5025640 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -5032068.000000 Penalty: 5059.694336
	Iteration 1F: 3 clusters Score -5032068 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5032430.500000 Penalty: 5059.694336
	Iteration 2Q: 3 clusters Score -5032430 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -5032680.500000 Penalty: 5059.694336
	Iteration 3Q: 3 clusters Score -5032680 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5032882.000000 Penalty: 5059.694336
	Iteration 4Q: 3 clusters Score -5032882 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -5033076.500000 Penalty: 5059.694336
	Iteration 5Q: 3 clusters Score -5033076 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5033208.000000 Penalty: 5059.694336
	Iteration 6Q: 3 clusters Score -5033208 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -5033314.500000 Penalty: 5059.694336
	Iteration 7Q: 3 clusters Score -5033314 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -5033449.000000 Penalty: 5059.694336
	Iteration 8Q: 3 clusters Score -5033449 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5033624.000000 Penalty: 5059.694336
	Iteration 9Q: 3 clusters Score -5033624 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -5033812.500000 Penalty: 5059.694336
	Iteration 10Q: 3 clusters Score -5033812 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5033987.000000 Penalty: 5059.694336
	Iteration 11Q: 3 clusters Score -5033987 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5034181.500000 Penalty: 5059.694336
	Iteration 12Q: 3 clusters Score -5034182 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5034481.000000 Penalty: 5059.694336
	Iteration 13Q: 3 clusters Score -5034481 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -5034859.500000 Penalty: 5059.694336
	Iteration 14Q: 3 clusters Score -5034860 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5035319.000000 Penalty: 5059.694336
	Iteration 15Q: 3 clusters Score -5035319 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -5035899.000000 Penalty: 5059.694336
	Iteration 16Q: 3 clusters Score -5035899 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5036576.000000 Penalty: 5059.694336
	Iteration 17Q: 3 clusters Score -5036576 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5037318.000000 Penalty: 5059.694336
	Iteration 18Q: 3 clusters Score -5037318 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -5038021.500000 Penalty: 5059.694336
	Iteration 19Q: 3 clusters Score -5038022 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5038455.500000 Penalty: 5059.694336
	Iteration 20F: 3 clusters Score -5038456 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -5038665.000000 Penalty: 5059.694336
	Iteration 21Q: 3 clusters Score -5038665 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -5038764.500000 Penalty: 5059.694336
	Iteration 22Q: 3 clusters Score -5038764 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -5038813.500000 Penalty: 5059.694336
	Iteration 23Q: 3 clusters Score -5038814 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -5038868.000000 Penalty: 5059.694336
	Iteration 24Q: 3 clusters Score -5038868 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -5038916.000000 Penalty: 5059.694336
	Iteration 25Q: 3 clusters Score -5038916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -5038949.000000 Penalty: 5059.694336
	Iteration 26Q: 3 clusters Score -5038949 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -5038983.500000 Penalty: 5059.694336
	Iteration 27Q: 3 clusters Score -5038984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -5038985.500000 Penalty: 5059.694336
	Iteration 28Q: 3 clusters Score -5038986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -5039007.500000 Penalty: 5059.694336
	Iteration 29Q: 3 clusters Score -5039008 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -5039004.000000 Penalty: 5059.694336
	Iteration 30Q: 3 clusters Score -5039004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -5039023.500000 Penalty: 5059.694336
	Iteration 31Q: 3 clusters Score -5039024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -5039036.500000 Penalty: 5059.694336
	Iteration 32Q: 3 clusters Score -5039036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -5039038.000000 Penalty: 5059.694336
	Iteration 33Q: 3 clusters Score -5039038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -5039050.000000 Penalty: 5059.694336
	Iteration 34Q: 3 clusters Score -5039050 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -5039072.000000 Penalty: 5059.694336
	Iteration 35Q: 3 clusters Score -5039072 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -5039089.500000 Penalty: 5059.694336
	Iteration 36Q: 3 clusters Score -5039090 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -5039106.000000 Penalty: 5059.694336
	Iteration 37Q: 3 clusters Score -5039106 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -5039134.000000 Penalty: 5059.694336
	Iteration 38Q: 3 clusters Score -5039134 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -5039157.500000 Penalty: 5059.694336
	Iteration 39Q: 3 clusters Score -5039158 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5039174.000000 Penalty: 5059.694336
	Iteration 40F: 3 clusters Score -5039174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5039195.000000 Penalty: 5059.694336
	Iteration 41Q: 3 clusters Score -5039195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5039209.500000 Penalty: 5059.694336
	Iteration 42Q: 3 clusters Score -5039210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -5039222.000000 Penalty: 5059.694336
	Iteration 43Q: 3 clusters Score -5039222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5039238.000000 Penalty: 5059.694336
	Iteration 44Q: 3 clusters Score -5039238 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5039264.000000 Penalty: 5059.694336
	Iteration 45Q: 3 clusters Score -5039264 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5039299.500000 Penalty: 5059.694336
	Iteration 46Q: 3 clusters Score -5039300 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -5039315.000000 Penalty: 5059.694336
	Iteration 47Q: 3 clusters Score -5039315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5039342.500000 Penalty: 5059.694336
	Iteration 48Q: 3 clusters Score -5039342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -5039364.000000 Penalty: 5059.694336
	Iteration 49Q: 3 clusters Score -5039364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -5039378.000000 Penalty: 5059.694336
	Iteration 50Q: 3 clusters Score -5039378 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -5039393.500000 Penalty: 5059.694336
	Iteration 51Q: 3 clusters Score -5039394 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -5039421.500000 Penalty: 5059.694336
	Iteration 52Q: 3 clusters Score -5039422 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5039448.000000 Penalty: 5059.694336
	Iteration 53Q: 3 clusters Score -5039448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -5039464.000000 Penalty: 5059.694336
	Iteration 54Q: 3 clusters Score -5039464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5039475.000000 Penalty: 5059.694336
	Iteration 55Q: 3 clusters Score -5039475 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -5039494.000000 Penalty: 5059.694336
	Iteration 56Q: 3 clusters Score -5039494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -5039516.500000 Penalty: 5059.694336
	Iteration 57Q: 3 clusters Score -5039516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -5039546.000000 Penalty: 5059.694336
	Iteration 58Q: 3 clusters Score -5039546 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -5039584.500000 Penalty: 5059.694336
	Iteration 59Q: 3 clusters Score -5039584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -5039607.500000 Penalty: 5059.694336
	Iteration 60F: 3 clusters Score -5039608 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5039655.000000 Penalty: 5059.694336
	Iteration 61Q: 3 clusters Score -5039655 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -5039692.500000 Penalty: 5059.694336
	Iteration 62Q: 3 clusters Score -5039692 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -5039757.500000 Penalty: 5059.694336
	Iteration 63Q: 3 clusters Score -5039758 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5039829.000000 Penalty: 5059.694336
	Iteration 64Q: 3 clusters Score -5039829 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5039909.000000 Penalty: 5059.694336
	Iteration 65Q: 3 clusters Score -5039909 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -5039991.500000 Penalty: 5059.694336
	Iteration 66Q: 3 clusters Score -5039992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5040047.500000 Penalty: 5059.694336
	Iteration 67Q: 3 clusters Score -5040048 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -5040123.500000 Penalty: 5059.694336
	Iteration 68Q: 3 clusters Score -5040124 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5040187.000000 Penalty: 5059.694336
	Iteration 69Q: 3 clusters Score -5040187 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5040284.000000 Penalty: 5059.694336
	Iteration 70Q: 3 clusters Score -5040284 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -5040352.000000 Penalty: 5059.694336
	Iteration 71Q: 3 clusters Score -5040352 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -5040438.000000 Penalty: 5059.694336
	Iteration 72Q: 3 clusters Score -5040438 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -5040526.500000 Penalty: 5059.694336
	Iteration 73Q: 3 clusters Score -5040526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5040601.500000 Penalty: 5059.694336
	Iteration 74Q: 3 clusters Score -5040602 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -5040681.000000 Penalty: 5059.694336
	Iteration 75Q: 3 clusters Score -5040681 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5040765.000000 Penalty: 5059.694336
	Iteration 76Q: 3 clusters Score -5040765 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -5040896.500000 Penalty: 5059.694336
	Iteration 77Q: 3 clusters Score -5040896 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5041033.000000 Penalty: 5059.694336
	Iteration 78Q: 3 clusters Score -5041033 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -5041138.000000 Penalty: 5059.694336
	Iteration 79Q: 3 clusters Score -5041138 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5041224.500000 Penalty: 5059.694336
	Iteration 80F: 3 clusters Score -5041224 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5041312.500000 Penalty: 5059.694336
	Iteration 81Q: 3 clusters Score -5041312 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5041381.000000 Penalty: 5059.694336
	Iteration 82Q: 3 clusters Score -5041381 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5041476.500000 Penalty: 5059.694336
	Iteration 83Q: 3 clusters Score -5041476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5041529.500000 Penalty: 5059.694336
	Iteration 84Q: 3 clusters Score -5041530 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5041569.500000 Penalty: 5059.694336
	Iteration 85Q: 3 clusters Score -5041570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5041630.500000 Penalty: 5059.694336
	Iteration 86Q: 3 clusters Score -5041630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5041680.000000 Penalty: 5059.694336
	Iteration 87Q: 3 clusters Score -5041680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5041710.000000 Penalty: 5059.694336
	Iteration 88Q: 3 clusters Score -5041710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5041745.000000 Penalty: 5059.694336
	Iteration 89Q: 3 clusters Score -5041745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5041795.500000 Penalty: 5059.694336
	Iteration 90Q: 3 clusters Score -5041796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -5041815.500000 Penalty: 5059.694336
	Iteration 91Q: 3 clusters Score -5041816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5041846.000000 Penalty: 5059.694336
	Iteration 92Q: 3 clusters Score -5041846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5041865.000000 Penalty: 5059.694336
	Iteration 93Q: 3 clusters Score -5041865 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5041891.000000 Penalty: 5059.694336
	Iteration 94Q: 3 clusters Score -5041891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5041903.000000 Penalty: 5059.694336
	Iteration 95Q: 3 clusters Score -5041903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5041912.500000 Penalty: 5059.694336
	Iteration 96Q: 3 clusters Score -5041912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5041918.000000 Penalty: 5059.694336
	Iteration 97Q: 3 clusters Score -5041918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5041924.000000 Penalty: 5059.694336
	Iteration 98Q: 3 clusters Score -5041924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5041932.000000 Penalty: 5059.694336
	Iteration 99Q: 3 clusters Score -5041932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5041943.000000 Penalty: 5059.694336
	Iteration 100F: 3 clusters Score -5041943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5041949.000000 Penalty: 5059.694336
	Iteration 101Q: 3 clusters Score -5041949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5041950.000000 Penalty: 5059.694336
	Iteration 102Q: 3 clusters Score -5041950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5041952.000000 Penalty: 5059.694336
	Iteration 103Q: 3 clusters Score -5041952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5041956.000000 Penalty: 5059.694336
	Iteration 104Q: 3 clusters Score -5041956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5041958.500000 Penalty: 5059.694336
	Iteration 105Q: 3 clusters Score -5041958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5041960.500000 Penalty: 5059.694336
	Iteration 106Q: 3 clusters Score -5041960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5041959.500000 Penalty: 5059.694336
	Iteration 107Q: 3 clusters Score -5041960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5041959.500000 Penalty: 5059.694336
	Iteration 108F: 3 clusters Score -5041960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Entering Unmasked Estep 
Score: -4844468.000000 Penalty: 2527.264404
	Iteration 0F: 2 clusters Score -4844468 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 13400 members 
Entering Unmasked Estep 
Score: -4825879.500000 Penalty: 5054.528809
	Iteration 0F: 3 clusters Score -4825880 nChanged 12059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4832426.500000 Penalty: 5054.528809
	Iteration 1F: 3 clusters Score -4832426 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4832890.000000 Penalty: 5054.528809
	Iteration 2Q: 3 clusters Score -4832890 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -4833329.500000 Penalty: 5054.528809
	Iteration 3Q: 3 clusters Score -4833330 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -4833766.000000 Penalty: 5054.528809
	Iteration 4Q: 3 clusters Score -4833766 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -4834260.000000 Penalty: 5054.528809
	Iteration 5Q: 3 clusters Score -4834260 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -4834909.000000 Penalty: 5054.528809
	Iteration 6Q: 3 clusters Score -4834909 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4835923.500000 Penalty: 5054.528809
	Iteration 7F: 3 clusters Score -4835924 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -4837331.000000 Penalty: 5054.528809
	Iteration 8F: 3 clusters Score -4837331 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4838918.500000 Penalty: 5054.528809
	Iteration 9F: 3 clusters Score -4838918 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -4840266.500000 Penalty: 5054.528809
	Iteration 10F: 3 clusters Score -4840266 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4841178.500000 Penalty: 5054.528809
	Iteration 11Q: 3 clusters Score -4841178 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -4841641.000000 Penalty: 5054.528809
	Iteration 12Q: 3 clusters Score -4841641 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -4841881.000000 Penalty: 5054.528809
	Iteration 13Q: 3 clusters Score -4841881 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -4842034.000000 Penalty: 5054.528809
	Iteration 14Q: 3 clusters Score -4842034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -4842123.500000 Penalty: 5054.528809
	Iteration 15Q: 3 clusters Score -4842124 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -4842168.000000 Penalty: 5054.528809
	Iteration 16Q: 3 clusters Score -4842168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4842194.000000 Penalty: 5054.528809
	Iteration 17Q: 3 clusters Score -4842194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -4842216.000000 Penalty: 5054.528809
	Iteration 18Q: 3 clusters Score -4842216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -4842238.000000 Penalty: 5054.528809
	Iteration 19Q: 3 clusters Score -4842238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -4842250.000000 Penalty: 5054.528809
	Iteration 20F: 3 clusters Score -4842250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -4842256.000000 Penalty: 5054.528809
	Iteration 21Q: 3 clusters Score -4842256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4842259.000000 Penalty: 5054.528809
	Iteration 22Q: 3 clusters Score -4842259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4842265.000000 Penalty: 5054.528809
	Iteration 23Q: 3 clusters Score -4842265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4842268.000000 Penalty: 5054.528809
	Iteration 24Q: 3 clusters Score -4842268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4842268.000000 Penalty: 5054.528809
	Iteration 25Q: 3 clusters Score -4842268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -4842268.000000 Penalty: 5054.528809
	Iteration 26F: 3 clusters Score -4842268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Entering Unmasked Estep 
Score: -8519778.000000 Penalty: 2659.593994
	Iteration 0F: 2 clusters Score -8519778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -8490267.000000 Penalty: 5319.187988
	Iteration 0F: 3 clusters Score -8490267 nChanged 20996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8501936.000000 Penalty: 5319.187988
	Iteration 1F: 3 clusters Score -8501936 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -8502711.000000 Penalty: 5319.187988
	Iteration 2Q: 3 clusters Score -8502711 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8503641.000000 Penalty: 5319.187988
	Iteration 3Q: 3 clusters Score -8503641 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -8504882.000000 Penalty: 5319.187988
	Iteration 4F: 3 clusters Score -8504882 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 5319.187988
	Iteration 5F: 3 clusters Score -8506623 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -8508934.000000 Penalty: 5319.187988
	Iteration 6F: 3 clusters Score -8508934 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -8511760.000000 Penalty: 5319.187988
	Iteration 7F: 3 clusters Score -8511760 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -8514340.000000 Penalty: 5319.187988
	Iteration 8F: 3 clusters Score -8514340 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -8515844.000000 Penalty: 5319.187988
	Iteration 9Q: 3 clusters Score -8515844 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8516483.000000 Penalty: 5319.187988
	Iteration 10Q: 3 clusters Score -8516483 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8516759.000000 Penalty: 5319.187988
	Iteration 11Q: 3 clusters Score -8516759 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8516973.000000 Penalty: 5319.187988
	Iteration 12Q: 3 clusters Score -8516973 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8517147.000000 Penalty: 5319.187988
	Iteration 13Q: 3 clusters Score -8517147 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8517269.000000 Penalty: 5319.187988
	Iteration 14Q: 3 clusters Score -8517269 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -8517380.000000 Penalty: 5319.187988
	Iteration 15Q: 3 clusters Score -8517380 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8517490.000000 Penalty: 5319.187988
	Iteration 16Q: 3 clusters Score -8517490 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -8517532.000000 Penalty: 5319.187988
	Iteration 17Q: 3 clusters Score -8517532 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -8517593.000000 Penalty: 5319.187988
	Iteration 18Q: 3 clusters Score -8517593 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -8517638.000000 Penalty: 5319.187988
	Iteration 19Q: 3 clusters Score -8517638 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -8517678.000000 Penalty: 5319.187988
	Iteration 20F: 3 clusters Score -8517678 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -8517710.000000 Penalty: 5319.187988
	Iteration 21Q: 3 clusters Score -8517710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -8517727.000000 Penalty: 5319.187988
	Iteration 22Q: 3 clusters Score -8517727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8517744.000000 Penalty: 5319.187988
	Iteration 23Q: 3 clusters Score -8517744 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 39443 members 
Entering Unmasked Estep 
Score: -8517771.000000 Penalty: 5319.187988
	Iteration 24Q: 3 clusters Score -8517771 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -8517785.000000 Penalty: 5319.187988
	Iteration 25Q: 3 clusters Score -8517785 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -8517809.000000 Penalty: 5319.187988
	Iteration 26Q: 3 clusters Score -8517809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -8517841.000000 Penalty: 5319.187988
	Iteration 27Q: 3 clusters Score -8517841 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -8517865.000000 Penalty: 5319.187988
	Iteration 28Q: 3 clusters Score -8517865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -8517877.000000 Penalty: 5319.187988
	Iteration 29Q: 3 clusters Score -8517877 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -8517927.000000 Penalty: 5319.187988
	Iteration 30Q: 3 clusters Score -8517927 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -8517947.000000 Penalty: 5319.187988
	Iteration 31Q: 3 clusters Score -8517947 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -8517968.000000 Penalty: 5319.187988
	Iteration 32Q: 3 clusters Score -8517968 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -8517966.000000 Penalty: 5319.187988
	Iteration 33Q: 3 clusters Score -8517966 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8517978.000000 Penalty: 5319.187988
	Iteration 34Q: 3 clusters Score -8517978 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -8517985.000000 Penalty: 5319.187988
	Iteration 35Q: 3 clusters Score -8517985 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8517980.000000 Penalty: 5319.187988
	Iteration 36Q: 3 clusters Score -8517980 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -8518009.000000 Penalty: 5319.187988
	Iteration 37Q: 3 clusters Score -8518009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8518030.000000 Penalty: 5319.187988
	Iteration 38Q: 3 clusters Score -8518030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8518043.000000 Penalty: 5319.187988
	Iteration 39Q: 3 clusters Score -8518043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -8518047.000000 Penalty: 5319.187988
	Iteration 40F: 3 clusters Score -8518047 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8518059.000000 Penalty: 5319.187988
	Iteration 41Q: 3 clusters Score -8518059 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -8518070.000000 Penalty: 5319.187988
	Iteration 42Q: 3 clusters Score -8518070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8518065.000000 Penalty: 5319.187988
	Iteration 43Q: 3 clusters Score -8518065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 41439 members 
Entering Unmasked Estep 
Score: -8518075.000000 Penalty: 5319.187988
	Iteration 44Q: 3 clusters Score -8518075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8518056.000000 Penalty: 5319.187988
	Iteration 45Q: 3 clusters Score -8518056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8518060.000000 Penalty: 5319.187988
	Iteration 46Q: 3 clusters Score -8518060 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8518067.000000 Penalty: 5319.187988
	Iteration 47Q: 3 clusters Score -8518067 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8518080.000000 Penalty: 5319.187988
	Iteration 48Q: 3 clusters Score -8518080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8518080.000000 Penalty: 5319.187988
	Iteration 49Q: 3 clusters Score -8518080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8518072.000000 Penalty: 5319.187988
	Iteration 50Q: 3 clusters Score -8518072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 41710 members 
Entering Unmasked Estep 
Score: -8518068.000000 Penalty: 5319.187988
	Iteration 51Q: 3 clusters Score -8518068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -8518087.000000 Penalty: 5319.187988
	Iteration 52Q: 3 clusters Score -8518087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8518092.000000 Penalty: 5319.187988
	Iteration 53Q: 3 clusters Score -8518092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -8518091.000000 Penalty: 5319.187988
	Iteration 54Q: 3 clusters Score -8518091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8518081.000000 Penalty: 5319.187988
	Iteration 55Q: 3 clusters Score -8518081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8518088.000000 Penalty: 5319.187988
	Iteration 56Q: 3 clusters Score -8518088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8518087.000000 Penalty: 5319.187988
	Iteration 57Q: 3 clusters Score -8518087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -8518095.000000 Penalty: 5319.187988
	Iteration 58Q: 3 clusters Score -8518095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -8518091.000000 Penalty: 5319.187988
	Iteration 59Q: 3 clusters Score -8518091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -8518096.000000 Penalty: 5319.187988
	Iteration 60F: 3 clusters Score -8518096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8518103.000000 Penalty: 5319.187988
	Iteration 61Q: 3 clusters Score -8518103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8518094.000000 Penalty: 5319.187988
	Iteration 62Q: 3 clusters Score -8518094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8518096.000000 Penalty: 5319.187988
	Iteration 63Q: 3 clusters Score -8518096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8518102.000000 Penalty: 5319.187988
	Iteration 64Q: 3 clusters Score -8518102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -8518107.000000 Penalty: 5319.187988
	Iteration 65Q: 3 clusters Score -8518107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8518095.000000 Penalty: 5319.187988
	Iteration 66Q: 3 clusters Score -8518095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8518094.000000 Penalty: 5319.187988
	Iteration 67Q: 3 clusters Score -8518094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8518092.000000 Penalty: 5319.187988
	Iteration 68Q: 3 clusters Score -8518092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -8518104.000000 Penalty: 5319.187988
	Iteration 69Q: 3 clusters Score -8518104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -8518088.000000 Penalty: 5319.187988
	Iteration 70Q: 3 clusters Score -8518088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8518091.000000 Penalty: 5319.187988
	Iteration 71Q: 3 clusters Score -8518091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8518091.000000 Penalty: 5319.187988
	Iteration 72Q: 3 clusters Score -8518091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8518087.000000 Penalty: 5319.187988
	Iteration 73Q: 3 clusters Score -8518087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8518089.000000 Penalty: 5319.187988
	Iteration 74Q: 3 clusters Score -8518089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -8518084.000000 Penalty: 5319.187988
	Iteration 75Q: 3 clusters Score -8518084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -8518083.000000 Penalty: 5319.187988
	Iteration 76Q: 3 clusters Score -8518083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8518076.000000 Penalty: 5319.187988
	Iteration 77Q: 3 clusters Score -8518076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8518084.000000 Penalty: 5319.187988
	Iteration 78Q: 3 clusters Score -8518084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8518087.000000 Penalty: 5319.187988
	Iteration 79Q: 3 clusters Score -8518087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8518090.000000 Penalty: 5319.187988
	Iteration 80F: 3 clusters Score -8518090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 42097 members 
Entering Unmasked Estep 
Score: -8518087.000000 Penalty: 5319.187988
	Iteration 81Q: 3 clusters Score -8518087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8518089.000000 Penalty: 5319.187988
	Iteration 82Q: 3 clusters Score -8518089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8518098.000000 Penalty: 5319.187988
	Iteration 83Q: 3 clusters Score -8518098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -8518093.000000 Penalty: 5319.187988
	Iteration 84Q: 3 clusters Score -8518093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -8518097.000000 Penalty: 5319.187988
	Iteration 85Q: 3 clusters Score -8518097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8518096.000000 Penalty: 5319.187988
	Iteration 86Q: 3 clusters Score -8518096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8518095.000000 Penalty: 5319.187988
	Iteration 87Q: 3 clusters Score -8518095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8518095.000000 Penalty: 5319.187988
	Iteration 88F: 3 clusters Score -8518095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Entering Unmasked Estep 
Score: -6156174.000000 Penalty: 2580.872803
	Iteration 0F: 2 clusters Score -6156174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -6133825.500000 Penalty: 5161.745605
	Iteration 0F: 3 clusters Score -6133826 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -6141957.000000 Penalty: 5161.745605
	Iteration 1F: 3 clusters Score -6141957 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -6142424.500000 Penalty: 5161.745605
	Iteration 2Q: 3 clusters Score -6142424 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -6142809.500000 Penalty: 5161.745605
	Iteration 3Q: 3 clusters Score -6142810 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -6143289.500000 Penalty: 5161.745605
	Iteration 4Q: 3 clusters Score -6143290 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -6143858.000000 Penalty: 5161.745605
	Iteration 5Q: 3 clusters Score -6143858 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -6144665.500000 Penalty: 5161.745605
	Iteration 6Q: 3 clusters Score -6144666 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6145884.000000 Penalty: 5161.745605
	Iteration 7F: 3 clusters Score -6145884 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -6147729.000000 Penalty: 5161.745605
	Iteration 8F: 3 clusters Score -6147729 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6149901.000000 Penalty: 5161.745605
	Iteration 9F: 3 clusters Score -6149901 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -6151737.500000 Penalty: 5161.745605
	Iteration 10F: 3 clusters Score -6151738 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6152947.500000 Penalty: 5161.745605
	Iteration 11Q: 3 clusters Score -6152948 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -6153514.500000 Penalty: 5161.745605
	Iteration 12Q: 3 clusters Score -6153514 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6153739.000000 Penalty: 5161.745605
	Iteration 13Q: 3 clusters Score -6153739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6153822.000000 Penalty: 5161.745605
	Iteration 14Q: 3 clusters Score -6153822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6153872.500000 Penalty: 5161.745605
	Iteration 15Q: 3 clusters Score -6153872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6153895.500000 Penalty: 5161.745605
	Iteration 16Q: 3 clusters Score -6153896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6153905.000000 Penalty: 5161.745605
	Iteration 17Q: 3 clusters Score -6153905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6153929.500000 Penalty: 5161.745605
	Iteration 18Q: 3 clusters Score -6153930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6153943.500000 Penalty: 5161.745605
	Iteration 19Q: 3 clusters Score -6153944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6153970.000000 Penalty: 5161.745605
	Iteration 20F: 3 clusters Score -6153970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6153977.000000 Penalty: 5161.745605
	Iteration 21Q: 3 clusters Score -6153977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6153980.000000 Penalty: 5161.745605
	Iteration 22Q: 3 clusters Score -6153980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6153980.000000 Penalty: 5161.745605
	Iteration 23F: 3 clusters Score -6153980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Entering Unmasked Estep 
Score: -1161959.000000 Penalty: 2166.649414
	Iteration 0F: 2 clusters Score -1161959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1156657.500000 Penalty: 4333.298828
	Iteration 0F: 3 clusters Score -1156658 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1157925.500000 Penalty: 4333.298828
	Iteration 1F: 3 clusters Score -1157926 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1158115.125000 Penalty: 4333.298828
	Iteration 2F: 3 clusters Score -1158115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1158237.250000 Penalty: 4333.298828
	Iteration 3Q: 3 clusters Score -1158237 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1158335.500000 Penalty: 4333.298828
	Iteration 4Q: 3 clusters Score -1158336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1158414.250000 Penalty: 4333.298828
	Iteration 5Q: 3 clusters Score -1158414 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1158503.875000 Penalty: 4333.298828
	Iteration 6Q: 3 clusters Score -1158504 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1158588.125000 Penalty: 4333.298828
	Iteration 7Q: 3 clusters Score -1158588 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1158667.125000 Penalty: 4333.298828
	Iteration 8Q: 3 clusters Score -1158667 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1158748.375000 Penalty: 4333.298828
	Iteration 9Q: 3 clusters Score -1158748 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1158837.250000 Penalty: 4333.298828
	Iteration 10Q: 3 clusters Score -1158837 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1158952.250000 Penalty: 4333.298828
	Iteration 11Q: 3 clusters Score -1158952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1159060.250000 Penalty: 4333.298828
	Iteration 12Q: 3 clusters Score -1159060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1159170.750000 Penalty: 4333.298828
	Iteration 13Q: 3 clusters Score -1159171 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1159312.125000 Penalty: 4333.298828
	Iteration 14Q: 3 clusters Score -1159312 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1159445.000000 Penalty: 4333.298828
	Iteration 15Q: 3 clusters Score -1159445 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1159587.000000 Penalty: 4333.298828
	Iteration 16Q: 3 clusters Score -1159587 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1159679.875000 Penalty: 4333.298828
	Iteration 17Q: 3 clusters Score -1159680 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1159774.000000 Penalty: 4333.298828
	Iteration 18Q: 3 clusters Score -1159774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1159844.875000 Penalty: 4333.298828
	Iteration 19Q: 3 clusters Score -1159845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1159881.000000 Penalty: 4333.298828
	Iteration 20F: 3 clusters Score -1159881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1159913.500000 Penalty: 4333.298828
	Iteration 21Q: 3 clusters Score -1159914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1159940.875000 Penalty: 4333.298828
	Iteration 22Q: 3 clusters Score -1159941 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1159962.375000 Penalty: 4333.298828
	Iteration 23Q: 3 clusters Score -1159962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1159977.000000 Penalty: 4333.298828
	Iteration 24Q: 3 clusters Score -1159977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1159986.375000 Penalty: 4333.298828
	Iteration 25Q: 3 clusters Score -1159986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1160006.875000 Penalty: 4333.298828
	Iteration 26Q: 3 clusters Score -1160007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1160019.750000 Penalty: 4333.298828
	Iteration 27Q: 3 clusters Score -1160020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1160024.625000 Penalty: 4333.298828
	Iteration 28Q: 3 clusters Score -1160025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1160026.125000 Penalty: 4333.298828
	Iteration 29Q: 3 clusters Score -1160026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1160029.250000 Penalty: 4333.298828
	Iteration 30Q: 3 clusters Score -1160029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1160033.125000 Penalty: 4333.298828
	Iteration 31Q: 3 clusters Score -1160033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1160041.125000 Penalty: 4333.298828
	Iteration 32Q: 3 clusters Score -1160041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1160049.625000 Penalty: 4333.298828
	Iteration 33Q: 3 clusters Score -1160050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1160053.625000 Penalty: 4333.298828
	Iteration 34Q: 3 clusters Score -1160054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1160056.875000 Penalty: 4333.298828
	Iteration 35Q: 3 clusters Score -1160057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1160060.500000 Penalty: 4333.298828
	Iteration 36Q: 3 clusters Score -1160060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1160060.625000 Penalty: 4333.298828
	Iteration 37Q: 3 clusters Score -1160061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1160063.500000 Penalty: 4333.298828
	Iteration 38Q: 3 clusters Score -1160064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1160068.375000 Penalty: 4333.298828
	Iteration 39Q: 3 clusters Score -1160068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1160068.125000 Penalty: 4333.298828
	Iteration 40F: 3 clusters Score -1160068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1160070.875000 Penalty: 4333.298828
	Iteration 41Q: 3 clusters Score -1160071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1160073.500000 Penalty: 4333.298828
	Iteration 42Q: 3 clusters Score -1160074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1160077.875000 Penalty: 4333.298828
	Iteration 43Q: 3 clusters Score -1160078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1160080.375000 Penalty: 4333.298828
	Iteration 44Q: 3 clusters Score -1160080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1160080.250000 Penalty: 4333.298828
	Iteration 45Q: 3 clusters Score -1160080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1160083.250000 Penalty: 4333.298828
	Iteration 46Q: 3 clusters Score -1160083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1160083.000000 Penalty: 4333.298828
	Iteration 47Q: 3 clusters Score -1160083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1160084.875000 Penalty: 4333.298828
	Iteration 48Q: 3 clusters Score -1160085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1160085.250000 Penalty: 4333.298828
	Iteration 49Q: 3 clusters Score -1160085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1160087.625000 Penalty: 4333.298828
	Iteration 50Q: 3 clusters Score -1160088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1160090.375000 Penalty: 4333.298828
	Iteration 51Q: 3 clusters Score -1160090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1160093.375000 Penalty: 4333.298828
	Iteration 52Q: 3 clusters Score -1160093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1160093.375000 Penalty: 4333.298828
	Iteration 53F: 3 clusters Score -1160093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Entering Unmasked Estep 
Score: -9438275.000000 Penalty: 2684.946289
	Iteration 0F: 2 clusters Score -9438275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -9408890.000000 Penalty: 5369.892578
	Iteration 0F: 3 clusters Score -9408890 nChanged 23165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -9421558.000000 Penalty: 5369.892578
	Iteration 1F: 3 clusters Score -9421558 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26759 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -9422079.000000 Penalty: 5369.892578
	Iteration 2Q: 3 clusters Score -9422079 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -9422590.000000 Penalty: 5369.892578
	Iteration 3Q: 3 clusters Score -9422590 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -9423275.000000 Penalty: 5369.892578
	Iteration 4Q: 3 clusters Score -9423275 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -9424125.000000 Penalty: 5369.892578
	Iteration 5Q: 3 clusters Score -9424125 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -9425565.000000 Penalty: 5369.892578
	Iteration 6F: 3 clusters Score -9425565 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -9427741.000000 Penalty: 5369.892578
	Iteration 7F: 3 clusters Score -9427741 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -9430934.000000 Penalty: 5369.892578
	Iteration 8F: 3 clusters Score -9430934 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -9434191.000000 Penalty: 5369.892578
	Iteration 9F: 3 clusters Score -9434191 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -9435674.000000 Penalty: 5369.892578
	Iteration 10F: 3 clusters Score -9435674 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9435852.000000 Penalty: 5369.892578
	Iteration 11Q: 3 clusters Score -9435852 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9435886.000000 Penalty: 5369.892578
	Iteration 12Q: 3 clusters Score -9435886 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9435927.000000 Penalty: 5369.892578
	Iteration 13Q: 3 clusters Score -9435927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9435957.000000 Penalty: 5369.892578
	Iteration 14Q: 3 clusters Score -9435957 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9436001.000000 Penalty: 5369.892578
	Iteration 15Q: 3 clusters Score -9436001 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9436013.000000 Penalty: 5369.892578
	Iteration 16Q: 3 clusters Score -9436013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9436023.000000 Penalty: 5369.892578
	Iteration 17Q: 3 clusters Score -9436023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9436034.000000 Penalty: 5369.892578
	Iteration 18Q: 3 clusters Score -9436034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9436025.000000 Penalty: 5369.892578
	Iteration 19Q: 3 clusters Score -9436025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9436038.000000 Penalty: 5369.892578
	Iteration 20F: 3 clusters Score -9436038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9436052.000000 Penalty: 5369.892578
	Iteration 21Q: 3 clusters Score -9436052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9436052.000000 Penalty: 5369.892578
	Iteration 22Q: 3 clusters Score -9436052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9436061.000000 Penalty: 5369.892578
	Iteration 23Q: 3 clusters Score -9436061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9436063.000000 Penalty: 5369.892578
	Iteration 24Q: 3 clusters Score -9436063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9436063.000000 Penalty: 5369.892578
	Iteration 25F: 3 clusters Score -9436063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -201941.546875 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -201941.5 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 630 members 
Entering Unmasked Estep 
Score: -199876.906250 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -199876.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -200325.171875 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -200325.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -200504.125000 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -200504.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -200615.125000 Penalty: 3527.714355
	Iteration 3F: 3 clusters Score -200615.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -200725.031250 Penalty: 3527.714355
	Iteration 4F: 3 clusters Score -200725 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -200840.171875 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -200840.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -200984.281250 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -200984.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -201085.078125 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -201085.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201187.453125 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -201187.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201265.187500 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -201265.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -201372.656250 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -201372.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -201478.250000 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -201478.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -201539.171875 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -201539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -201561.109375 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -201561.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -201578.968750 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -201579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -201591.515625 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -201591.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -201594.203125 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -201594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -201595.093750 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -201595.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -201595.093750 Penalty: 3527.714355
	Iteration 18F: 3 clusters Score -201595.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (43530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Entering Unmasked Estep 
Score: -8091415.500000 Penalty: 2648.938965
	Iteration 0F: 2 clusters Score -8091416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8062343.500000 Penalty: 5297.877930
	Iteration 0F: 3 clusters Score -8062344 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -8073262.500000 Penalty: 5297.877930
	Iteration 1F: 3 clusters Score -8073262 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -8073752.500000 Penalty: 5297.877930
	Iteration 2Q: 3 clusters Score -8073752 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -8074237.500000 Penalty: 5297.877930
	Iteration 3Q: 3 clusters Score -8074238 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -8074816.500000 Penalty: 5297.877930
	Iteration 4Q: 3 clusters Score -8074816 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -8075490.000000 Penalty: 5297.877930
	Iteration 5Q: 3 clusters Score -8075490 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -8076389.000000 Penalty: 5297.877930
	Iteration 6Q: 3 clusters Score -8076389 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -8077652.500000 Penalty: 5297.877930
	Iteration 7F: 3 clusters Score -8077652 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -8079417.000000 Penalty: 5297.877930
	Iteration 8F: 3 clusters Score -8079417 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -8081694.500000 Penalty: 5297.877930
	Iteration 9F: 3 clusters Score -8081694 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8084051.500000 Penalty: 5297.877930
	Iteration 10F: 3 clusters Score -8084052 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -8085932.500000 Penalty: 5297.877930
	Iteration 11F: 3 clusters Score -8085932 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8087318.000000 Penalty: 5297.877930
	Iteration 12Q: 3 clusters Score -8087318 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8088089.000000 Penalty: 5297.877930
	Iteration 13Q: 3 clusters Score -8088089 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -8088497.000000 Penalty: 5297.877930
	Iteration 14Q: 3 clusters Score -8088497 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8088714.500000 Penalty: 5297.877930
	Iteration 15Q: 3 clusters Score -8088714 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8088849.000000 Penalty: 5297.877930
	Iteration 16Q: 3 clusters Score -8088849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8088930.000000 Penalty: 5297.877930
	Iteration 17Q: 3 clusters Score -8088930 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8089002.000000 Penalty: 5297.877930
	Iteration 18Q: 3 clusters Score -8089002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8089059.500000 Penalty: 5297.877930
	Iteration 19Q: 3 clusters Score -8089060 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8089082.500000 Penalty: 5297.877930
	Iteration 20F: 3 clusters Score -8089082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8089113.000000 Penalty: 5297.877930
	Iteration 21Q: 3 clusters Score -8089113 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8089116.500000 Penalty: 5297.877930
	Iteration 22Q: 3 clusters Score -8089116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8089120.000000 Penalty: 5297.877930
	Iteration 23Q: 3 clusters Score -8089120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8089132.000000 Penalty: 5297.877930
	Iteration 24Q: 3 clusters Score -8089132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8089140.500000 Penalty: 5297.877930
	Iteration 25Q: 3 clusters Score -8089140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8089140.000000 Penalty: 5297.877930
	Iteration 26Q: 3 clusters Score -8089140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8089142.000000 Penalty: 5297.877930
	Iteration 27Q: 3 clusters Score -8089142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8089147.500000 Penalty: 5297.877930
	Iteration 28Q: 3 clusters Score -8089148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8089152.500000 Penalty: 5297.877930
	Iteration 29Q: 3 clusters Score -8089152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8089158.500000 Penalty: 5297.877930
	Iteration 30Q: 3 clusters Score -8089158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8089157.500000 Penalty: 5297.877930
	Iteration 31Q: 3 clusters Score -8089158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8089166.000000 Penalty: 5297.877930
	Iteration 32Q: 3 clusters Score -8089166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8089165.500000 Penalty: 5297.877930
	Iteration 33Q: 3 clusters Score -8089166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8089168.000000 Penalty: 5297.877930
	Iteration 34Q: 3 clusters Score -8089168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8089178.000000 Penalty: 5297.877930
	Iteration 35Q: 3 clusters Score -8089178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8089178.000000 Penalty: 5297.877930
	Iteration 36F: 3 clusters Score -8089178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 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 231 members 
Entering Unmasked Estep 
Score: -68709.140625 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68709.14 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68890.382812 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68890.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68940.062500 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -68940.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68956.710938 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -68956.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68978.242188 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -68978.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -68988.500000 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -68988.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68992.507812 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -68992.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68992.507812 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -68992.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Entering Unmasked Estep 
Score: -943300.562500 Penalty: 2116.541992
	Iteration 0F: 2 clusters Score -943300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -938679.125000 Penalty: 4233.083984
	Iteration 0F: 3 clusters Score -938679.1 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -939864.500000 Penalty: 4233.083984
	Iteration 1F: 3 clusters Score -939864.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -940137.937500 Penalty: 4233.083984
	Iteration 2F: 3 clusters Score -940137.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -940330.375000 Penalty: 4233.083984
	Iteration 3F: 3 clusters Score -940330.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -940463.625000 Penalty: 4233.083984
	Iteration 4Q: 3 clusters Score -940463.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -940563.062500 Penalty: 4233.083984
	Iteration 5Q: 3 clusters Score -940563.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -940647.750000 Penalty: 4233.083984
	Iteration 6Q: 3 clusters Score -940647.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -940725.125000 Penalty: 4233.083984
	Iteration 7Q: 3 clusters Score -940725.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -940789.937500 Penalty: 4233.083984
	Iteration 8Q: 3 clusters Score -940789.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -940843.062500 Penalty: 4233.083984
	Iteration 9Q: 3 clusters Score -940843.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -940892.250000 Penalty: 4233.083984
	Iteration 10Q: 3 clusters Score -940892.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -940942.312500 Penalty: 4233.083984
	Iteration 11Q: 3 clusters Score -940942.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -940987.187500 Penalty: 4233.083984
	Iteration 12Q: 3 clusters Score -940987.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -941043.250000 Penalty: 4233.083984
	Iteration 13Q: 3 clusters Score -941043.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -941110.500000 Penalty: 4233.083984
	Iteration 14Q: 3 clusters Score -941110.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -941173.750000 Penalty: 4233.083984
	Iteration 15Q: 3 clusters Score -941173.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -941210.562500 Penalty: 4233.083984
	Iteration 16Q: 3 clusters Score -941210.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -941245.687500 Penalty: 4233.083984
	Iteration 17Q: 3 clusters Score -941245.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -941272.625000 Penalty: 4233.083984
	Iteration 18Q: 3 clusters Score -941272.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -941295.062500 Penalty: 4233.083984
	Iteration 19Q: 3 clusters Score -941295.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -941315.750000 Penalty: 4233.083984
	Iteration 20F: 3 clusters Score -941315.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -941338.000000 Penalty: 4233.083984
	Iteration 21Q: 3 clusters Score -941338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -941354.875000 Penalty: 4233.083984
	Iteration 22Q: 3 clusters Score -941354.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -941374.125000 Penalty: 4233.083984
	Iteration 23Q: 3 clusters Score -941374.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -941393.187500 Penalty: 4233.083984
	Iteration 24Q: 3 clusters Score -941393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -941403.000000 Penalty: 4233.083984
	Iteration 25Q: 3 clusters Score -941403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -941422.500000 Penalty: 4233.083984
	Iteration 26Q: 3 clusters Score -941422.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -941443.250000 Penalty: 4233.083984
	Iteration 27Q: 3 clusters Score -941443.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -941454.375000 Penalty: 4233.083984
	Iteration 28Q: 3 clusters Score -941454.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -941477.875000 Penalty: 4233.083984
	Iteration 29Q: 3 clusters Score -941477.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -941493.500000 Penalty: 4233.083984
	Iteration 30Q: 3 clusters Score -941493.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -941503.875000 Penalty: 4233.083984
	Iteration 31Q: 3 clusters Score -941503.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -941516.312500 Penalty: 4233.083984
	Iteration 32Q: 3 clusters Score -941516.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -941524.625000 Penalty: 4233.083984
	Iteration 33Q: 3 clusters Score -941524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -941529.625000 Penalty: 4233.083984
	Iteration 34Q: 3 clusters Score -941529.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -941531.562500 Penalty: 4233.083984
	Iteration 35Q: 3 clusters Score -941531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -941534.875000 Penalty: 4233.083984
	Iteration 36Q: 3 clusters Score -941534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -941538.125000 Penalty: 4233.083984
	Iteration 37Q: 3 clusters Score -941538.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -941540.187500 Penalty: 4233.083984
	Iteration 38Q: 3 clusters Score -941540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -941540.500000 Penalty: 4233.083984
	Iteration 39Q: 3 clusters Score -941540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -941542.937500 Penalty: 4233.083984
	Iteration 40F: 3 clusters Score -941542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -941545.812500 Penalty: 4233.083984
	Iteration 41Q: 3 clusters Score -941545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -941545.687500 Penalty: 4233.083984
	Iteration 42Q: 3 clusters Score -941545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -941545.625000 Penalty: 4233.083984
	Iteration 43Q: 3 clusters Score -941545.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -941546.437500 Penalty: 4233.083984
	Iteration 44Q: 3 clusters Score -941546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -941546.437500 Penalty: 4233.083984
	Iteration 45F: 3 clusters Score -941546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (56298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Entering Unmasked Estep 
Score: -10542120.000000 Penalty: 2712.726807
	Iteration 0F: 2 clusters Score -1.054212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -10510748.000000 Penalty: 5425.453613
	Iteration 0F: 3 clusters Score -1.051075e+07 nChanged 26046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -10525243.000000 Penalty: 5425.453613
	Iteration 1F: 3 clusters Score -1.052524e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -10526095.000000 Penalty: 5425.453613
	Iteration 2Q: 3 clusters Score -1.05261e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -10527055.000000 Penalty: 5425.453613
	Iteration 3Q: 3 clusters Score -1.052706e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -10528138.000000 Penalty: 5425.453613
	Iteration 4Q: 3 clusters Score -1.052814e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -10529640.000000 Penalty: 5425.453613
	Iteration 5F: 3 clusters Score -1.052964e+07 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -10531662.000000 Penalty: 5425.453613
	Iteration 6F: 3 clusters Score -1.053166e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -10533907.000000 Penalty: 5425.453613
	Iteration 7F: 3 clusters Score -1.053391e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -10536718.000000 Penalty: 5425.453613
	Iteration 8F: 3 clusters Score -1.053672e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -10539284.000000 Penalty: 5425.453613
	Iteration 9F: 3 clusters Score -1.053928e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -10540960.000000 Penalty: 5425.453613
	Iteration 10Q: 3 clusters Score -1.054096e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -10541823.000000 Penalty: 5425.453613
	Iteration 11Q: 3 clusters Score -1.054182e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -10542384.000000 Penalty: 5425.453613
	Iteration 12Q: 3 clusters Score -1.054238e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -10542862.000000 Penalty: 5425.453613
	Iteration 13Q: 3 clusters Score -1.054286e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -10543214.000000 Penalty: 5425.453613
	Iteration 14Q: 3 clusters Score -1.054321e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -10543464.000000 Penalty: 5425.453613
	Iteration 15Q: 3 clusters Score -1.054346e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -10543760.000000 Penalty: 5425.453613
	Iteration 16Q: 3 clusters Score -1.054376e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -10543860.000000 Penalty: 5425.453613
	Iteration 17Q: 3 clusters Score -1.054386e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -10543987.000000 Penalty: 5425.453613
	Iteration 18Q: 3 clusters Score -1.054399e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -10544053.000000 Penalty: 5425.453613
	Iteration 19Q: 3 clusters Score -1.054405e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -10544077.000000 Penalty: 5425.453613
	Iteration 20F: 3 clusters Score -1.054408e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -10544102.000000 Penalty: 5425.453613
	Iteration 21Q: 3 clusters Score -1.05441e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -10544129.000000 Penalty: 5425.453613
	Iteration 22Q: 3 clusters Score -1.054413e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -10544098.000000 Penalty: 5425.453613
	Iteration 23Q: 3 clusters Score -1.05441e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -10544127.000000 Penalty: 5425.453613
	Iteration 24Q: 3 clusters Score -1.054413e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -10544154.000000 Penalty: 5425.453613
	Iteration 25Q: 3 clusters Score -1.054415e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -10544141.000000 Penalty: 5425.453613
	Iteration 26Q: 3 clusters Score -1.054414e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -10544146.000000 Penalty: 5425.453613
	Iteration 27Q: 3 clusters Score -1.054415e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -10544155.000000 Penalty: 5425.453613
	Iteration 28Q: 3 clusters Score -1.054416e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -10544148.000000 Penalty: 5425.453613
	Iteration 29Q: 3 clusters Score -1.054415e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -10544143.000000 Penalty: 5425.453613
	Iteration 30Q: 3 clusters Score -1.054414e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -10544139.000000 Penalty: 5425.453613
	Iteration 31Q: 3 clusters Score -1.054414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -10544135.000000 Penalty: 5425.453613
	Iteration 32Q: 3 clusters Score -1.054414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -10544130.000000 Penalty: 5425.453613
	Iteration 33Q: 3 clusters Score -1.054413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -10544148.000000 Penalty: 5425.453613
	Iteration 34Q: 3 clusters Score -1.054415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -10544146.000000 Penalty: 5425.453613
	Iteration 35Q: 3 clusters Score -1.054415e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -10544145.000000 Penalty: 5425.453613
	Iteration 36Q: 3 clusters Score -1.054414e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -10544151.000000 Penalty: 5425.453613
	Iteration 37Q: 3 clusters Score -1.054415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -10544144.000000 Penalty: 5425.453613
	Iteration 38Q: 3 clusters Score -1.054414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -10544159.000000 Penalty: 5425.453613
	Iteration 39Q: 3 clusters Score -1.054416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -10544153.000000 Penalty: 5425.453613
	Iteration 40F: 3 clusters Score -1.054415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -10544157.000000 Penalty: 5425.453613
	Iteration 41Q: 3 clusters Score -1.054416e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -10544146.000000 Penalty: 5425.453613
	Iteration 42Q: 3 clusters Score -1.054415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -10544149.000000 Penalty: 5425.453613
	Iteration 43Q: 3 clusters Score -1.054415e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -10544148.000000 Penalty: 5425.453613
	Iteration 44Q: 3 clusters Score -1.054415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -10544141.000000 Penalty: 5425.453613
	Iteration 45Q: 3 clusters Score -1.054414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -10544140.000000 Penalty: 5425.453613
	Iteration 46Q: 3 clusters Score -1.054414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -10544128.000000 Penalty: 5425.453613
	Iteration 47Q: 3 clusters Score -1.054413e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -10544127.000000 Penalty: 5425.453613
	Iteration 48Q: 3 clusters Score -1.054413e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -10544138.000000 Penalty: 5425.453613
	Iteration 49Q: 3 clusters Score -1.054414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -10544137.000000 Penalty: 5425.453613
	Iteration 50Q: 3 clusters Score -1.054414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -10544133.000000 Penalty: 5425.453613
	Iteration 51Q: 3 clusters Score -1.054413e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -10544129.000000 Penalty: 5425.453613
	Iteration 52Q: 3 clusters Score -1.054413e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -10544140.000000 Penalty: 5425.453613
	Iteration 53Q: 3 clusters Score -1.054414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -10544148.000000 Penalty: 5425.453613
	Iteration 54Q: 3 clusters Score -1.054415e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -10544141.000000 Penalty: 5425.453613
	Iteration 55Q: 3 clusters Score -1.054414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -10544154.000000 Penalty: 5425.453613
	Iteration 56Q: 3 clusters Score -1.054415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -10544134.000000 Penalty: 5425.453613
	Iteration 57Q: 3 clusters Score -1.054413e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -10544138.000000 Penalty: 5425.453613
	Iteration 58Q: 3 clusters Score -1.054414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -10544123.000000 Penalty: 5425.453613
	Iteration 59Q: 3 clusters Score -1.054412e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -10544128.000000 Penalty: 5425.453613
	Iteration 60F: 3 clusters Score -1.054413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -10544130.000000 Penalty: 5425.453613
	Iteration 61Q: 3 clusters Score -1.054413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -10544124.000000 Penalty: 5425.453613
	Iteration 62Q: 3 clusters Score -1.054412e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -10544116.000000 Penalty: 5425.453613
	Iteration 63Q: 3 clusters Score -1.054412e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -10544119.000000 Penalty: 5425.453613
	Iteration 64Q: 3 clusters Score -1.054412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -10544111.000000 Penalty: 5425.453613
	Iteration 65Q: 3 clusters Score -1.054411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -10544113.000000 Penalty: 5425.453613
	Iteration 66Q: 3 clusters Score -1.054411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -10544132.000000 Penalty: 5425.453613
	Iteration 67Q: 3 clusters Score -1.054413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -10544124.000000 Penalty: 5425.453613
	Iteration 68Q: 3 clusters Score -1.054412e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -10544111.000000 Penalty: 5425.453613
	Iteration 69Q: 3 clusters Score -1.054411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -10544111.000000 Penalty: 5425.453613
	Iteration 70Q: 3 clusters Score -1.054411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -10544110.000000 Penalty: 5425.453613
	Iteration 71Q: 3 clusters Score -1.054411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -10544119.000000 Penalty: 5425.453613
	Iteration 72Q: 3 clusters Score -1.054412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -10544114.000000 Penalty: 5425.453613
	Iteration 73Q: 3 clusters Score -1.054411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -10544109.000000 Penalty: 5425.453613
	Iteration 74Q: 3 clusters Score -1.054411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -10544109.000000 Penalty: 5425.453613
	Iteration 75Q: 3 clusters Score -1.054411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -10544109.000000 Penalty: 5425.453613
	Iteration 76Q: 3 clusters Score -1.054411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -10544110.000000 Penalty: 5425.453613
	Iteration 77Q: 3 clusters Score -1.054411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -10544110.000000 Penalty: 5425.453613
	Iteration 78F: 3 clusters Score -1.054411e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 23721 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 48886 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 35990 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26930 members 
Mstep: Class 17 contains 26651 members 
Mstep: Class 18 contains 45441 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 50332 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43530 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 42219 members 
Mstep: Class 27 contains 59869 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 14079 members 
Entering Unmasked Estep 
Score: -137128656.000000 Penalty: 97259.320312
Splitting cluster 26 changes total score from -137127168.000000 to -137128656.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (59869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59869 members 
Entering Unmasked Estep 
Score: -11225095.000000 Penalty: 2727.978760
	Iteration 0F: 2 clusters Score -1.12251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -11193636.000000 Penalty: 5455.957520
	Iteration 0F: 3 clusters Score -1.119364e+07 nChanged 27757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -11209037.000000 Penalty: 5455.957520
	Iteration 1F: 3 clusters Score -1.120904e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 30185 members 
Entering Unmasked Estep 
Score: -11209569.000000 Penalty: 5455.957520
	Iteration 2Q: 3 clusters Score -1.120957e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -11210049.000000 Penalty: 5455.957520
	Iteration 3Q: 3 clusters Score -1.121005e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -11210392.000000 Penalty: 5455.957520
	Iteration 4Q: 3 clusters Score -1.121039e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -11210704.000000 Penalty: 5455.957520
	Iteration 5Q: 3 clusters Score -1.12107e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -11211071.000000 Penalty: 5455.957520
	Iteration 6Q: 3 clusters Score -1.121107e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -11211366.000000 Penalty: 5455.957520
	Iteration 7Q: 3 clusters Score -1.121137e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 29747 members 
Entering Unmasked Estep 
Score: -11211615.000000 Penalty: 5455.957520
	Iteration 8Q: 3 clusters Score -1.121162e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -11211919.000000 Penalty: 5455.957520
	Iteration 9Q: 3 clusters Score -1.121192e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30720 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -11212243.000000 Penalty: 5455.957520
	Iteration 10Q: 3 clusters Score -1.121224e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -11212639.000000 Penalty: 5455.957520
	Iteration 11Q: 3 clusters Score -1.121264e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -11213048.000000 Penalty: 5455.957520
	Iteration 12Q: 3 clusters Score -1.121305e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -11213531.000000 Penalty: 5455.957520
	Iteration 13Q: 3 clusters Score -1.121353e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -11214328.000000 Penalty: 5455.957520
	Iteration 14Q: 3 clusters Score -1.121433e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -11215534.000000 Penalty: 5455.957520
	Iteration 15Q: 3 clusters Score -1.121553e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -11217206.000000 Penalty: 5455.957520
	Iteration 16Q: 3 clusters Score -1.121721e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -11219041.000000 Penalty: 5455.957520
	Iteration 17Q: 3 clusters Score -1.121904e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -11220437.000000 Penalty: 5455.957520
	Iteration 18Q: 3 clusters Score -1.122044e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -11221323.000000 Penalty: 5455.957520
	Iteration 19Q: 3 clusters Score -1.122132e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11221663.000000 Penalty: 5455.957520
	Iteration 20F: 3 clusters Score -1.122166e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -11221650.000000 Penalty: 5455.957520
	Iteration 21Q: 3 clusters Score -1.122165e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -11221518.000000 Penalty: 5455.957520
	Iteration 22Q: 3 clusters Score -1.122152e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -11221945.000000 Penalty: 5455.957520
	Iteration 23Q: 3 clusters Score -1.122194e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49856 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -11222117.000000 Penalty: 5455.957520
	Iteration 24Q: 3 clusters Score -1.122212e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -11222188.000000 Penalty: 5455.957520
	Iteration 25Q: 3 clusters Score -1.122219e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -11222110.000000 Penalty: 5455.957520
	Iteration 26Q: 3 clusters Score -1.122211e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -11221952.000000 Penalty: 5455.957520
	Iteration 27Q: 3 clusters Score -1.122195e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54403 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -11221960.000000 Penalty: 5455.957520
	Iteration 28Q: 3 clusters Score -1.122196e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55207 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -11222049.000000 Penalty: 5455.957520
	Iteration 29Q: 3 clusters Score -1.122205e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55930 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -11222160.000000 Penalty: 5455.957520
	Iteration 30Q: 3 clusters Score -1.122216e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -11222200.000000 Penalty: 5455.957520
	Iteration 31Q: 3 clusters Score -1.12222e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -11222274.000000 Penalty: 5455.957520
	Iteration 32Q: 3 clusters Score -1.122227e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -11222326.000000 Penalty: 5455.957520
	Iteration 33Q: 3 clusters Score -1.122233e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -11222385.000000 Penalty: 5455.957520
	Iteration 34Q: 3 clusters Score -1.122238e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -11222464.000000 Penalty: 5455.957520
	Iteration 35Q: 3 clusters Score -1.122246e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11222526.000000 Penalty: 5455.957520
	Iteration 36Q: 3 clusters Score -1.122253e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11222611.000000 Penalty: 5455.957520
	Iteration 37Q: 3 clusters Score -1.122261e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58734 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -11222676.000000 Penalty: 5455.957520
	Iteration 38Q: 3 clusters Score -1.122268e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58871 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11222707.000000 Penalty: 5455.957520
	Iteration 39Q: 3 clusters Score -1.122271e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11222715.000000 Penalty: 5455.957520
	Iteration 40F: 3 clusters Score -1.122272e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -11222771.000000 Penalty: 5455.957520
	Iteration 41Q: 3 clusters Score -1.122277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59121 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11222800.000000 Penalty: 5455.957520
	Iteration 42Q: 3 clusters Score -1.12228e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -11222815.000000 Penalty: 5455.957520
	Iteration 43Q: 3 clusters Score -1.122282e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59214 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11222836.000000 Penalty: 5455.957520
	Iteration 44Q: 3 clusters Score -1.122284e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59243 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -11222846.000000 Penalty: 5455.957520
	Iteration 45Q: 3 clusters Score -1.122285e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11222848.000000 Penalty: 5455.957520
	Iteration 46Q: 3 clusters Score -1.122285e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -11222866.000000 Penalty: 5455.957520
	Iteration 47Q: 3 clusters Score -1.122287e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11222864.000000 Penalty: 5455.957520
	Iteration 48Q: 3 clusters Score -1.122286e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59325 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -11222869.000000 Penalty: 5455.957520
	Iteration 49Q: 3 clusters Score -1.122287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -11222875.000000 Penalty: 5455.957520
	Iteration 50Q: 3 clusters Score -1.122288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11222884.000000 Penalty: 5455.957520
	Iteration 51Q: 3 clusters Score -1.122288e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59353 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -11222881.000000 Penalty: 5455.957520
	Iteration 52Q: 3 clusters Score -1.122288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59365 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -11222898.000000 Penalty: 5455.957520
	Iteration 53Q: 3 clusters Score -1.12229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59374 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -11222902.000000 Penalty: 5455.957520
	Iteration 54Q: 3 clusters Score -1.12229e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59377 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -11222908.000000 Penalty: 5455.957520
	Iteration 55Q: 3 clusters Score -1.122291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59379 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11222928.000000 Penalty: 5455.957520
	Iteration 56Q: 3 clusters Score -1.122293e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -11222913.000000 Penalty: 5455.957520
	Iteration 57Q: 3 clusters Score -1.122291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11222914.000000 Penalty: 5455.957520
	Iteration 58Q: 3 clusters Score -1.122291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11222914.000000 Penalty: 5455.957520
	Iteration 59F: 3 clusters Score -1.122291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Entering Unmasked Estep 
Score: -403412.406250 Penalty: 1918.928833
	Iteration 0F: 2 clusters Score -403412.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -400578.281250 Penalty: 3837.857666
	Iteration 0F: 3 clusters Score -400578.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -401150.281250 Penalty: 3837.857666
	Iteration 1F: 3 clusters Score -401150.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -401324.812500 Penalty: 3837.857666
	Iteration 2F: 3 clusters Score -401324.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -401438.187500 Penalty: 3837.857666
	Iteration 3Q: 3 clusters Score -401438.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -401515.156250 Penalty: 3837.857666
	Iteration 4Q: 3 clusters Score -401515.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -401590.343750 Penalty: 3837.857666
	Iteration 5Q: 3 clusters Score -401590.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -401662.187500 Penalty: 3837.857666
	Iteration 6Q: 3 clusters Score -401662.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -401710.312500 Penalty: 3837.857666
	Iteration 7Q: 3 clusters Score -401710.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -401757.281250 Penalty: 3837.857666
	Iteration 8Q: 3 clusters Score -401757.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -401803.281250 Penalty: 3837.857666
	Iteration 9Q: 3 clusters Score -401803.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -401832.343750 Penalty: 3837.857666
	Iteration 10Q: 3 clusters Score -401832.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -401859.531250 Penalty: 3837.857666
	Iteration 11Q: 3 clusters Score -401859.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -401873.406250 Penalty: 3837.857666
	Iteration 12Q: 3 clusters Score -401873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -401882.875000 Penalty: 3837.857666
	Iteration 13Q: 3 clusters Score -401882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -401894.187500 Penalty: 3837.857666
	Iteration 14Q: 3 clusters Score -401894.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -401907.625000 Penalty: 3837.857666
	Iteration 15Q: 3 clusters Score -401907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401920.062500 Penalty: 3837.857666
	Iteration 16Q: 3 clusters Score -401920.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -401925.843750 Penalty: 3837.857666
	Iteration 17Q: 3 clusters Score -401925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -401929.062500 Penalty: 3837.857666
	Iteration 18Q: 3 clusters Score -401929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -401931.593750 Penalty: 3837.857666
	Iteration 19Q: 3 clusters Score -401931.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -401932.625000 Penalty: 3837.857666
	Iteration 20F: 3 clusters Score -401932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -401934.843750 Penalty: 3837.857666
	Iteration 21Q: 3 clusters Score -401934.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -401936.562500 Penalty: 3837.857666
	Iteration 22Q: 3 clusters Score -401936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -401937.500000 Penalty: 3837.857666
	Iteration 23Q: 3 clusters Score -401937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -401937.500000 Penalty: 3837.857666
	Iteration 24F: 3 clusters Score -401937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 49908 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 23721 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 11 contains 48886 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54707 members 
Mstep: Class 14 contains 35990 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26930 members 
Mstep: Class 17 contains 26651 members 
Mstep: Class 18 contains 45441 members 
Mstep: Class 19 contains 33082 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 50332 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43530 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5087 members 
Mstep: Class 26 contains 42219 members 
Mstep: Class 27 contains 59869 members 
Mstep: Class 28 contains 2293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130752.000000 Penalty: 97259.320312
Iteration 239Q: 30 clusters Score -1.371308e+08 nChanged 7623
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 49336 members 
Mstep: Class 3 contains 5651 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 23680 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22025 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 45942 members 
Mstep: Class 11 contains 48859 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54715 members 
Mstep: Class 14 contains 35891 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26926 members 
Mstep: Class 17 contains 26660 members 
Mstep: Class 18 contains 45220 members 
Mstep: Class 19 contains 33002 members 
Mstep: Class 20 contains 6194 members 
Mstep: Class 21 contains 50201 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 43290 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5085 members 
Mstep: Class 26 contains 44884 members 
Mstep: Class 27 contains 59780 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 13430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132128.000000 Penalty: 97259.320312
Iteration 240F: 30 clusters Score -1.371321e+08 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 48853 members 
Mstep: Class 3 contains 5589 members 
Mstep: Class 4 contains 45298 members 
Mstep: Class 5 contains 23638 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22035 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 45634 members 
Mstep: Class 11 contains 48816 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54712 members 
Mstep: Class 14 contains 35752 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26857 members 
Mstep: Class 17 contains 26647 members 
Mstep: Class 18 contains 45024 members 
Mstep: Class 19 contains 32806 members 
Mstep: Class 20 contains 6172 members 
Mstep: Class 21 contains 49981 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42835 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5089 members 
Mstep: Class 26 contains 47022 members 
Mstep: Class 27 contains 59737 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 14182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133728.000000 Penalty: 97259.320312
Iteration 241Q: 30 clusters Score -1.371337e+08 nChanged 5529
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 48493 members 
Mstep: Class 3 contains 5582 members 
Mstep: Class 4 contains 44631 members 
Mstep: Class 5 contains 23604 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22033 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2355 members 
Mstep: Class 10 contains 45385 members 
Mstep: Class 11 contains 48792 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54711 members 
Mstep: Class 14 contains 35626 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26785 members 
Mstep: Class 17 contains 26630 members 
Mstep: Class 18 contains 44824 members 
Mstep: Class 19 contains 32636 members 
Mstep: Class 20 contains 6156 members 
Mstep: Class 21 contains 49839 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42485 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 48915 members 
Mstep: Class 27 contains 59661 members 
Mstep: Class 28 contains 2292 members 
Mstep: Class 29 contains 14790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134016.000000 Penalty: 97259.320312
Iteration 242Q: 30 clusters Score -1.37134e+08 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 48313 members 
Mstep: Class 3 contains 5581 members 
Mstep: Class 4 contains 44052 members 
Mstep: Class 5 contains 23573 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22028 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 48758 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54692 members 
Mstep: Class 14 contains 35504 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26704 members 
Mstep: Class 17 contains 26616 members 
Mstep: Class 18 contains 44653 members 
Mstep: Class 19 contains 32495 members 
Mstep: Class 20 contains 6140 members 
Mstep: Class 21 contains 49767 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 42214 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5089 members 
Mstep: Class 26 contains 50438 members 
Mstep: Class 27 contains 59591 members 
Mstep: Class 28 contains 2290 members 
Mstep: Class 29 contains 15298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134096.000000 Penalty: 97259.320312
Iteration 243Q: 30 clusters Score -1.371341e+08 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 48425 members 
Mstep: Class 3 contains 5606 members 
Mstep: Class 4 contains 43601 members 
Mstep: Class 5 contains 23557 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22063 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 45026 members 
Mstep: Class 11 contains 48713 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54650 members 
Mstep: Class 14 contains 35403 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26653 members 
Mstep: Class 17 contains 26598 members 
Mstep: Class 18 contains 44525 members 
Mstep: Class 19 contains 32329 members 
Mstep: Class 20 contains 6119 members 
Mstep: Class 21 contains 49693 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41989 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 51508 members 
Mstep: Class 27 contains 59575 members 
Mstep: Class 28 contains 2288 members 
Mstep: Class 29 contains 15706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134256.000000 Penalty: 97259.320312
Iteration 244Q: 30 clusters Score -1.371343e+08 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 48566 members 
Mstep: Class 3 contains 5618 members 
Mstep: Class 4 contains 43252 members 
Mstep: Class 5 contains 23553 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22105 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 10 contains 44875 members 
Mstep: Class 11 contains 48698 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54605 members 
Mstep: Class 14 contains 35289 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26620 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 44419 members 
Mstep: Class 19 contains 32204 members 
Mstep: Class 20 contains 6108 members 
Mstep: Class 21 contains 49639 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41816 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 52270 members 
Mstep: Class 27 contains 59566 members 
Mstep: Class 28 contains 2286 members 
Mstep: Class 29 contains 16061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134224.000000 Penalty: 97259.320312
Iteration 245Q: 30 clusters Score -1.371342e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 48645 members 
Mstep: Class 3 contains 5629 members 
Mstep: Class 4 contains 43007 members 
Mstep: Class 5 contains 23541 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22151 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 44748 members 
Mstep: Class 11 contains 48681 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54557 members 
Mstep: Class 14 contains 35151 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26583 members 
Mstep: Class 17 contains 26566 members 
Mstep: Class 18 contains 44356 members 
Mstep: Class 19 contains 32118 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 49595 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 41701 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5095 members 
Mstep: Class 26 contains 52810 members 
Mstep: Class 27 contains 59573 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 16405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134400.000000 Penalty: 97259.320312
Iteration 246Q: 30 clusters Score -1.371344e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 48597 members 
Mstep: Class 3 contains 5648 members 
Mstep: Class 4 contains 42798 members 
Mstep: Class 5 contains 23540 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22198 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 44580 members 
Mstep: Class 11 contains 48675 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54501 members 
Mstep: Class 14 contains 34992 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26534 members 
Mstep: Class 17 contains 26563 members 
Mstep: Class 18 contains 44267 members 
Mstep: Class 19 contains 32093 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 49561 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 41616 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5100 members 
Mstep: Class 26 contains 53390 members 
Mstep: Class 27 contains 59605 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 16770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134528.000000 Penalty: 97259.320312
Iteration 247Q: 30 clusters Score -1.371345e+08 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 48519 members 
Mstep: Class 3 contains 5677 members 
Mstep: Class 4 contains 42666 members 
Mstep: Class 5 contains 23552 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22243 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2359 members 
Mstep: Class 10 contains 44397 members 
Mstep: Class 11 contains 48686 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54433 members 
Mstep: Class 14 contains 34819 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26487 members 
Mstep: Class 17 contains 26543 members 
Mstep: Class 18 contains 44198 members 
Mstep: Class 19 contains 32042 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 49527 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 41554 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 53898 members 
Mstep: Class 27 contains 59634 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 17214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135056.000000 Penalty: 97259.320312
Iteration 248Q: 30 clusters Score -1.371351e+08 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 48323 members 
Mstep: Class 3 contains 5704 members 
Mstep: Class 4 contains 42525 members 
Mstep: Class 5 contains 23548 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22263 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 44220 members 
Mstep: Class 11 contains 48681 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54341 members 
Mstep: Class 14 contains 34647 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26408 members 
Mstep: Class 17 contains 26553 members 
Mstep: Class 18 contains 44189 members 
Mstep: Class 19 contains 31996 members 
Mstep: Class 20 contains 6086 members 
Mstep: Class 21 contains 49515 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41526 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 54518 members 
Mstep: Class 27 contains 59590 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 17696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134624.000000 Penalty: 97259.320312
Iteration 249Q: 30 clusters Score -1.371346e+08 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 48136 members 
Mstep: Class 3 contains 5718 members 
Mstep: Class 4 contains 42405 members 
Mstep: Class 5 contains 23534 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22310 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2361 members 
Mstep: Class 10 contains 44059 members 
Mstep: Class 11 contains 48658 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54281 members 
Mstep: Class 14 contains 34514 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26344 members 
Mstep: Class 17 contains 26556 members 
Mstep: Class 18 contains 44145 members 
Mstep: Class 19 contains 31933 members 
Mstep: Class 20 contains 6082 members 
Mstep: Class 21 contains 49491 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41502 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5106 members 
Mstep: Class 26 contains 55048 members 
Mstep: Class 27 contains 59519 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 18227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134992.000000 Penalty: 97259.320312
Iteration 250Q: 30 clusters Score -1.37135e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49150 members 
Mstep: Class 2 contains 47953 members 
Mstep: Class 3 contains 5742 members 
Mstep: Class 4 contains 42299 members 
Mstep: Class 5 contains 23527 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22340 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 43920 members 
Mstep: Class 11 contains 48638 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54198 members 
Mstep: Class 14 contains 34382 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26280 members 
Mstep: Class 17 contains 26560 members 
Mstep: Class 18 contains 44086 members 
Mstep: Class 19 contains 31875 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 49473 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41497 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5105 members 
Mstep: Class 26 contains 55580 members 
Mstep: Class 27 contains 59489 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 18830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134752.000000 Penalty: 97259.320312
Iteration 251Q: 30 clusters Score -1.371348e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 47834 members 
Mstep: Class 3 contains 5762 members 
Mstep: Class 4 contains 42199 members 
Mstep: Class 5 contains 23514 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22362 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 43756 members 
Mstep: Class 11 contains 48622 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54109 members 
Mstep: Class 14 contains 34240 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26223 members 
Mstep: Class 17 contains 26563 members 
Mstep: Class 18 contains 43971 members 
Mstep: Class 19 contains 31845 members 
Mstep: Class 20 contains 6071 members 
Mstep: Class 21 contains 49432 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41564 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5101 members 
Mstep: Class 26 contains 56021 members 
Mstep: Class 27 contains 59418 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 19484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134352.000000 Penalty: 97259.320312
Iteration 252Q: 30 clusters Score -1.371344e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 47783 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 42080 members 
Mstep: Class 5 contains 23505 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22416 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 43646 members 
Mstep: Class 11 contains 48621 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54041 members 
Mstep: Class 14 contains 34084 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26174 members 
Mstep: Class 17 contains 26575 members 
Mstep: Class 18 contains 43863 members 
Mstep: Class 19 contains 31850 members 
Mstep: Class 20 contains 6073 members 
Mstep: Class 21 contains 49376 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41578 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5093 members 
Mstep: Class 26 contains 56347 members 
Mstep: Class 27 contains 59285 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 20172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134816.000000 Penalty: 97259.320312
Iteration 253Q: 30 clusters Score -1.371348e+08 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 47804 members 
Mstep: Class 3 contains 5768 members 
Mstep: Class 4 contains 41958 members 
Mstep: Class 5 contains 23489 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22448 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 43532 members 
Mstep: Class 11 contains 48592 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53907 members 
Mstep: Class 14 contains 33946 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26135 members 
Mstep: Class 17 contains 26573 members 
Mstep: Class 18 contains 43740 members 
Mstep: Class 19 contains 31845 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 49370 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41583 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5092 members 
Mstep: Class 26 contains 56583 members 
Mstep: Class 27 contains 59207 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 20910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134880.000000 Penalty: 97259.320312
Iteration 254Q: 30 clusters Score -1.371349e+08 nChanged 5116
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 47893 members 
Mstep: Class 3 contains 5772 members 
Mstep: Class 4 contains 41832 members 
Mstep: Class 5 contains 23491 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22458 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2366 members 
Mstep: Class 10 contains 43388 members 
Mstep: Class 11 contains 48543 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53748 members 
Mstep: Class 14 contains 33805 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26093 members 
Mstep: Class 17 contains 26591 members 
Mstep: Class 18 contains 43644 members 
Mstep: Class 19 contains 31799 members 
Mstep: Class 20 contains 6043 members 
Mstep: Class 21 contains 49357 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41552 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 56755 members 
Mstep: Class 27 contains 59140 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 21688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134640.000000 Penalty: 97259.320312
Iteration 255Q: 30 clusters Score -1.371346e+08 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 47985 members 
Mstep: Class 3 contains 5774 members 
Mstep: Class 4 contains 41748 members 
Mstep: Class 5 contains 23499 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22455 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 43247 members 
Mstep: Class 11 contains 48486 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53517 members 
Mstep: Class 14 contains 33647 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26057 members 
Mstep: Class 17 contains 26593 members 
Mstep: Class 18 contains 43567 members 
Mstep: Class 19 contains 31819 members 
Mstep: Class 20 contains 6036 members 
Mstep: Class 21 contains 49345 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41536 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 56802 members 
Mstep: Class 27 contains 59090 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 22482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135056.000000 Penalty: 97259.320312
Iteration 256Q: 30 clusters Score -1.371351e+08 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 48150 members 
Mstep: Class 3 contains 5770 members 
Mstep: Class 4 contains 41678 members 
Mstep: Class 5 contains 23492 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22457 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2363 members 
Mstep: Class 10 contains 43066 members 
Mstep: Class 11 contains 48410 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53267 members 
Mstep: Class 14 contains 33473 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 26018 members 
Mstep: Class 17 contains 26606 members 
Mstep: Class 18 contains 43558 members 
Mstep: Class 19 contains 31843 members 
Mstep: Class 20 contains 6031 members 
Mstep: Class 21 contains 49328 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41492 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5088 members 
Mstep: Class 26 contains 56707 members 
Mstep: Class 27 contains 59026 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 23303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135136.000000 Penalty: 97259.320312
Iteration 257Q: 30 clusters Score -1.371351e+08 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 48198 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 41611 members 
Mstep: Class 5 contains 23488 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22469 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 42928 members 
Mstep: Class 11 contains 48333 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53091 members 
Mstep: Class 14 contains 33304 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25990 members 
Mstep: Class 17 contains 26612 members 
Mstep: Class 18 contains 43549 members 
Mstep: Class 19 contains 31906 members 
Mstep: Class 20 contains 6021 members 
Mstep: Class 21 contains 49284 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41491 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5086 members 
Mstep: Class 26 contains 56517 members 
Mstep: Class 27 contains 58927 members 
Mstep: Class 28 contains 2280 members 
Mstep: Class 29 contains 24193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135856.000000 Penalty: 97259.320312
Iteration 258Q: 30 clusters Score -1.371359e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 48194 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 4 contains 41568 members 
Mstep: Class 5 contains 23485 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22462 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 42787 members 
Mstep: Class 11 contains 48241 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52946 members 
Mstep: Class 14 contains 33150 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25965 members 
Mstep: Class 17 contains 26616 members 
Mstep: Class 18 contains 43572 members 
Mstep: Class 19 contains 31982 members 
Mstep: Class 20 contains 6014 members 
Mstep: Class 21 contains 49231 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41504 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5083 members 
Mstep: Class 26 contains 56398 members 
Mstep: Class 27 contains 58768 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 25024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136432.000000 Penalty: 97259.320312
Iteration 259Q: 30 clusters Score -1.371364e+08 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 48249 members 
Mstep: Class 3 contains 5784 members 
Mstep: Class 4 contains 41544 members 
Mstep: Class 5 contains 23476 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22457 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2357 members 
Mstep: Class 10 contains 42626 members 
Mstep: Class 11 contains 48148 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52801 members 
Mstep: Class 14 contains 33009 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25932 members 
Mstep: Class 17 contains 26622 members 
Mstep: Class 18 contains 43553 members 
Mstep: Class 19 contains 32044 members 
Mstep: Class 20 contains 6003 members 
Mstep: Class 21 contains 49201 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41497 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5082 members 
Mstep: Class 26 contains 56277 members 
Mstep: Class 27 contains 58591 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 25802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136688.000000 Penalty: 97259.320312
Iteration 260F: 30 clusters Score -1.371367e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 48181 members 
Mstep: Class 3 contains 5788 members 
Mstep: Class 4 contains 41470 members 
Mstep: Class 5 contains 23466 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22430 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 42458 members 
Mstep: Class 11 contains 48015 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52780 members 
Mstep: Class 14 contains 32872 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25906 members 
Mstep: Class 17 contains 26630 members 
Mstep: Class 18 contains 43564 members 
Mstep: Class 19 contains 32152 members 
Mstep: Class 20 contains 6000 members 
Mstep: Class 21 contains 49142 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41486 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 56045 members 
Mstep: Class 27 contains 58417 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 26722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137137264.000000 Penalty: 97259.320312
Iteration 261Q: 30 clusters Score -1.371373e+08 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 48111 members 
Mstep: Class 3 contains 5793 members 
Mstep: Class 4 contains 41378 members 
Mstep: Class 5 contains 23470 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22401 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2354 members 
Mstep: Class 10 contains 42294 members 
Mstep: Class 11 contains 47892 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52752 members 
Mstep: Class 14 contains 32708 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25896 members 
Mstep: Class 17 contains 26645 members 
Mstep: Class 18 contains 43565 members 
Mstep: Class 19 contains 32253 members 
Mstep: Class 20 contains 5995 members 
Mstep: Class 21 contains 49100 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41460 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5075 members 
Mstep: Class 26 contains 55832 members 
Mstep: Class 27 contains 58247 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 27670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138016.000000 Penalty: 97259.320312
Iteration 262Q: 30 clusters Score -1.37138e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 48010 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 41251 members 
Mstep: Class 5 contains 23464 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22361 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 42103 members 
Mstep: Class 11 contains 47764 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52785 members 
Mstep: Class 14 contains 32535 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25880 members 
Mstep: Class 17 contains 26658 members 
Mstep: Class 18 contains 43575 members 
Mstep: Class 19 contains 32380 members 
Mstep: Class 20 contains 5989 members 
Mstep: Class 21 contains 49075 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41399 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5070 members 
Mstep: Class 26 contains 55566 members 
Mstep: Class 27 contains 58115 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 28692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138464.000000 Penalty: 97259.320312
Iteration 263Q: 30 clusters Score -1.371385e+08 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 47921 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 41103 members 
Mstep: Class 5 contains 23465 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22316 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 41938 members 
Mstep: Class 11 contains 47669 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52782 members 
Mstep: Class 14 contains 32353 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25843 members 
Mstep: Class 17 contains 26666 members 
Mstep: Class 18 contains 43606 members 
Mstep: Class 19 contains 32511 members 
Mstep: Class 20 contains 5987 members 
Mstep: Class 21 contains 49025 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41338 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5072 members 
Mstep: Class 26 contains 55311 members 
Mstep: Class 27 contains 57991 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 29804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137138752.000000 Penalty: 97259.320312
Iteration 264Q: 30 clusters Score -1.371388e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 47784 members 
Mstep: Class 3 contains 5786 members 
Mstep: Class 4 contains 40964 members 
Mstep: Class 5 contains 23451 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22280 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 41786 members 
Mstep: Class 11 contains 47566 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52824 members 
Mstep: Class 14 contains 32149 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25794 members 
Mstep: Class 17 contains 26695 members 
Mstep: Class 18 contains 43570 members 
Mstep: Class 19 contains 32673 members 
Mstep: Class 20 contains 5988 members 
Mstep: Class 21 contains 48994 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41277 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5071 members 
Mstep: Class 26 contains 55097 members 
Mstep: Class 27 contains 57855 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 30910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137139296.000000 Penalty: 97259.320312
Iteration 265Q: 30 clusters Score -1.371393e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 47705 members 
Mstep: Class 3 contains 5795 members 
Mstep: Class 4 contains 40794 members 
Mstep: Class 5 contains 23438 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22240 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 11 contains 47429 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52852 members 
Mstep: Class 14 contains 31941 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25744 members 
Mstep: Class 17 contains 26703 members 
Mstep: Class 18 contains 43565 members 
Mstep: Class 19 contains 32827 members 
Mstep: Class 20 contains 5990 members 
Mstep: Class 21 contains 48960 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41172 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5069 members 
Mstep: Class 26 contains 54845 members 
Mstep: Class 27 contains 57770 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 32059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140048.000000 Penalty: 97259.320312
Iteration 266Q: 30 clusters Score -1.3714e+08 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 47753 members 
Mstep: Class 3 contains 5800 members 
Mstep: Class 4 contains 40616 members 
Mstep: Class 5 contains 23421 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22203 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 41534 members 
Mstep: Class 11 contains 47306 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52870 members 
Mstep: Class 14 contains 31700 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 26714 members 
Mstep: Class 18 contains 43544 members 
Mstep: Class 19 contains 33004 members 
Mstep: Class 20 contains 5984 members 
Mstep: Class 21 contains 48929 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 41040 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5070 members 
Mstep: Class 26 contains 54562 members 
Mstep: Class 27 contains 57690 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 33168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137140880.000000 Penalty: 97259.320312
Iteration 267Q: 30 clusters Score -1.371409e+08 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 47773 members 
Mstep: Class 3 contains 5813 members 
Mstep: Class 4 contains 40461 members 
Mstep: Class 5 contains 23398 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22159 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 41398 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52815 members 
Mstep: Class 14 contains 31438 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 26734 members 
Mstep: Class 18 contains 43543 members 
Mstep: Class 19 contains 33182 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 48919 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 40870 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5064 members 
Mstep: Class 26 contains 54190 members 
Mstep: Class 27 contains 57588 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 34398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137141520.000000 Penalty: 97259.320312
Iteration 268Q: 30 clusters Score -1.371415e+08 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48451 members 
Mstep: Class 2 contains 47754 members 
Mstep: Class 3 contains 5836 members 
Mstep: Class 4 contains 40296 members 
Mstep: Class 5 contains 23381 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22117 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2349 members 
Mstep: Class 10 contains 41257 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 31216 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25672 members 
Mstep: Class 17 contains 26741 members 
Mstep: Class 18 contains 43484 members 
Mstep: Class 19 contains 33337 members 
Mstep: Class 20 contains 5970 members 
Mstep: Class 21 contains 48910 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 40705 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 53758 members 
Mstep: Class 27 contains 57535 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 35661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142256.000000 Penalty: 97259.320312
Iteration 269Q: 30 clusters Score -1.371423e+08 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 47747 members 
Mstep: Class 3 contains 5876 members 
Mstep: Class 4 contains 40126 members 
Mstep: Class 5 contains 23378 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22092 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 41092 members 
Mstep: Class 11 contains 46992 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52774 members 
Mstep: Class 14 contains 31004 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25645 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 43441 members 
Mstep: Class 19 contains 33504 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48875 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 40541 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 53351 members 
Mstep: Class 27 contains 57459 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 36878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137142592.000000 Penalty: 97259.320312
Iteration 270Q: 30 clusters Score -1.371426e+08 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 47775 members 
Mstep: Class 3 contains 5921 members 
Mstep: Class 4 contains 39934 members 
Mstep: Class 5 contains 23376 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22064 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2351 members 
Mstep: Class 10 contains 40983 members 
Mstep: Class 11 contains 46936 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52745 members 
Mstep: Class 14 contains 30775 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25618 members 
Mstep: Class 17 contains 26743 members 
Mstep: Class 18 contains 43390 members 
Mstep: Class 19 contains 33680 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 48845 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 40358 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5052 members 
Mstep: Class 26 contains 52828 members 
Mstep: Class 27 contains 57382 members 
Mstep: Class 28 contains 2283 members 
Mstep: Class 29 contains 38131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137143408.000000 Penalty: 97259.320312
Iteration 271Q: 30 clusters Score -1.371434e+08 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 47819 members 
Mstep: Class 3 contains 5974 members 
Mstep: Class 4 contains 39740 members 
Mstep: Class 5 contains 23377 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 22022 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 40886 members 
Mstep: Class 11 contains 46896 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52694 members 
Mstep: Class 14 contains 30525 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25596 members 
Mstep: Class 17 contains 26738 members 
Mstep: Class 18 contains 43337 members 
Mstep: Class 19 contains 33885 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48833 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 40115 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 52259 members 
Mstep: Class 27 contains 57362 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 39448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144064.000000 Penalty: 97259.320312
Iteration 272Q: 30 clusters Score -1.371441e+08 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 47904 members 
Mstep: Class 3 contains 6020 members 
Mstep: Class 4 contains 39553 members 
Mstep: Class 5 contains 23379 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21957 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 40790 members 
Mstep: Class 11 contains 46873 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52648 members 
Mstep: Class 14 contains 30257 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25556 members 
Mstep: Class 17 contains 26743 members 
Mstep: Class 18 contains 43269 members 
Mstep: Class 19 contains 34098 members 
Mstep: Class 20 contains 5974 members 
Mstep: Class 21 contains 48811 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 39864 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5053 members 
Mstep: Class 26 contains 51744 members 
Mstep: Class 27 contains 57300 members 
Mstep: Class 28 contains 2281 members 
Mstep: Class 29 contains 40759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144816.000000 Penalty: 97259.320312
Iteration 273Q: 30 clusters Score -1.371448e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 47895 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 39326 members 
Mstep: Class 5 contains 23367 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21891 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2347 members 
Mstep: Class 10 contains 40684 members 
Mstep: Class 11 contains 46843 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52611 members 
Mstep: Class 14 contains 29987 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25507 members 
Mstep: Class 17 contains 26745 members 
Mstep: Class 18 contains 43221 members 
Mstep: Class 19 contains 34347 members 
Mstep: Class 20 contains 5976 members 
Mstep: Class 21 contains 48788 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 39609 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5054 members 
Mstep: Class 26 contains 51228 members 
Mstep: Class 27 contains 57231 members 
Mstep: Class 28 contains 2279 members 
Mstep: Class 29 contains 42143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145136.000000 Penalty: 97259.320312
Iteration 274Q: 30 clusters Score -1.371451e+08 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 47793 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 39111 members 
Mstep: Class 5 contains 23363 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21783 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2345 members 
Mstep: Class 10 contains 40615 members 
Mstep: Class 11 contains 46807 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52601 members 
Mstep: Class 14 contains 29714 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25469 members 
Mstep: Class 17 contains 26747 members 
Mstep: Class 18 contains 43187 members 
Mstep: Class 19 contains 34572 members 
Mstep: Class 20 contains 5975 members 
Mstep: Class 21 contains 48766 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 39363 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5052 members 
Mstep: Class 26 contains 50682 members 
Mstep: Class 27 contains 57118 members 
Mstep: Class 28 contains 2278 members 
Mstep: Class 29 contains 43633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145600.000000 Penalty: 97259.320312
Iteration 275Q: 30 clusters Score -1.371456e+08 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 47659 members 
Mstep: Class 3 contains 6250 members 
Mstep: Class 4 contains 38851 members 
Mstep: Class 5 contains 23348 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21639 members 
Mstep: Class 8 contains 1184 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 40537 members 
Mstep: Class 11 contains 46760 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52576 members 
Mstep: Class 14 contains 29427 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25439 members 
Mstep: Class 17 contains 26751 members 
Mstep: Class 18 contains 43147 members 
Mstep: Class 19 contains 34794 members 
Mstep: Class 20 contains 5978 members 
Mstep: Class 21 contains 48759 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 39089 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5054 members 
Mstep: Class 26 contains 50182 members 
Mstep: Class 27 contains 57011 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 45203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146896.000000 Penalty: 97259.320312
Iteration 276Q: 30 clusters Score -1.371469e+08 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 47502 members 
Mstep: Class 3 contains 6361 members 
Mstep: Class 4 contains 38623 members 
Mstep: Class 5 contains 23332 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21421 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 40461 members 
Mstep: Class 11 contains 46695 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52604 members 
Mstep: Class 14 contains 29138 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25407 members 
Mstep: Class 17 contains 26740 members 
Mstep: Class 18 contains 43064 members 
Mstep: Class 19 contains 35036 members 
Mstep: Class 20 contains 5971 members 
Mstep: Class 21 contains 48735 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 38778 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 49901 members 
Mstep: Class 27 contains 56936 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 46672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147216.000000 Penalty: 97259.320312
Iteration 277Q: 30 clusters Score -1.371472e+08 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48620 members 
Mstep: Class 2 contains 47266 members 
Mstep: Class 3 contains 6462 members 
Mstep: Class 4 contains 38400 members 
Mstep: Class 5 contains 23312 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 40349 members 
Mstep: Class 11 contains 46643 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52680 members 
Mstep: Class 14 contains 28795 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25364 members 
Mstep: Class 17 contains 26740 members 
Mstep: Class 18 contains 43007 members 
Mstep: Class 19 contains 35300 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48730 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 38435 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5043 members 
Mstep: Class 26 contains 49650 members 
Mstep: Class 27 contains 56895 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 48168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147392.000000 Penalty: 97259.320312
Iteration 278Q: 30 clusters Score -1.371474e+08 nChanged 6311
Entering ConstructFrom: 
Score: -137147392.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (48542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Entering Unmasked Estep 
Score: -9167244.000000 Penalty: 2675.965820
	Iteration 0F: 2 clusters Score -9167244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -9136646.000000 Penalty: 5351.931641
	Iteration 0F: 3 clusters Score -9136646 nChanged 22386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -9149125.000000 Penalty: 5351.931641
	Iteration 1F: 3 clusters Score -9149125 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9149675.000000 Penalty: 5351.931641
	Iteration 2Q: 3 clusters Score -9149675 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -9150171.000000 Penalty: 5351.931641
	Iteration 3Q: 3 clusters Score -9150171 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -9150758.000000 Penalty: 5351.931641
	Iteration 4Q: 3 clusters Score -9150758 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -9151379.000000 Penalty: 5351.931641
	Iteration 5Q: 3 clusters Score -9151379 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -9152240.000000 Penalty: 5351.931641
	Iteration 6Q: 3 clusters Score -9152240 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -9153515.000000 Penalty: 5351.931641
	Iteration 7Q: 3 clusters Score -9153515 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -9155371.000000 Penalty: 5351.931641
	Iteration 8F: 3 clusters Score -9155371 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -9157747.000000 Penalty: 5351.931641
	Iteration 9F: 3 clusters Score -9157747 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -9160307.000000 Penalty: 5351.931641
	Iteration 10F: 3 clusters Score -9160307 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9162220.000000 Penalty: 5351.931641
	Iteration 11F: 3 clusters Score -9162220 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -9163243.000000 Penalty: 5351.931641
	Iteration 12Q: 3 clusters Score -9163243 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -9163784.000000 Penalty: 5351.931641
	Iteration 13Q: 3 clusters Score -9163784 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9164051.000000 Penalty: 5351.931641
	Iteration 14Q: 3 clusters Score -9164051 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47299 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -9164392.000000 Penalty: 5351.931641
	Iteration 15Q: 3 clusters Score -9164392 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9164597.000000 Penalty: 5351.931641
	Iteration 16Q: 3 clusters Score -9164597 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9164707.000000 Penalty: 5351.931641
	Iteration 17Q: 3 clusters Score -9164707 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9164771.000000 Penalty: 5351.931641
	Iteration 18Q: 3 clusters Score -9164771 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9164807.000000 Penalty: 5351.931641
	Iteration 19Q: 3 clusters Score -9164807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9164848.000000 Penalty: 5351.931641
	Iteration 20F: 3 clusters Score -9164848 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9164876.000000 Penalty: 5351.931641
	Iteration 21Q: 3 clusters Score -9164876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9164896.000000 Penalty: 5351.931641
	Iteration 22Q: 3 clusters Score -9164896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9164930.000000 Penalty: 5351.931641
	Iteration 23Q: 3 clusters Score -9164930 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9164936.000000 Penalty: 5351.931641
	Iteration 24Q: 3 clusters Score -9164936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9164956.000000 Penalty: 5351.931641
	Iteration 25Q: 3 clusters Score -9164956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9164983.000000 Penalty: 5351.931641
	Iteration 26Q: 3 clusters Score -9164983 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9164985.000000 Penalty: 5351.931641
	Iteration 27Q: 3 clusters Score -9164985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9164998.000000 Penalty: 5351.931641
	Iteration 28Q: 3 clusters Score -9164998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9165007.000000 Penalty: 5351.931641
	Iteration 29Q: 3 clusters Score -9165007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9165017.000000 Penalty: 5351.931641
	Iteration 30Q: 3 clusters Score -9165017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9165028.000000 Penalty: 5351.931641
	Iteration 31Q: 3 clusters Score -9165028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9165018.000000 Penalty: 5351.931641
	Iteration 32Q: 3 clusters Score -9165018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9165023.000000 Penalty: 5351.931641
	Iteration 33Q: 3 clusters Score -9165023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9165038.000000 Penalty: 5351.931641
	Iteration 34Q: 3 clusters Score -9165038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9165047.000000 Penalty: 5351.931641
	Iteration 35Q: 3 clusters Score -9165047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9165049.000000 Penalty: 5351.931641
	Iteration 36Q: 3 clusters Score -9165049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9165046.000000 Penalty: 5351.931641
	Iteration 37Q: 3 clusters Score -9165046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9165058.000000 Penalty: 5351.931641
	Iteration 38Q: 3 clusters Score -9165058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9165063.000000 Penalty: 5351.931641
	Iteration 39Q: 3 clusters Score -9165063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9165055.000000 Penalty: 5351.931641
	Iteration 40F: 3 clusters Score -9165055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9165067.000000 Penalty: 5351.931641
	Iteration 41Q: 3 clusters Score -9165067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9165067.000000 Penalty: 5351.931641
	Iteration 42Q: 3 clusters Score -9165067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9165069.000000 Penalty: 5351.931641
	Iteration 43Q: 3 clusters Score -9165069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9165076.000000 Penalty: 5351.931641
	Iteration 44Q: 3 clusters Score -9165076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9165076.000000 Penalty: 5351.931641
	Iteration 45F: 3 clusters Score -9165076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Entering Unmasked Estep 
Score: -8925979.000000 Penalty: 2668.949951
	Iteration 0F: 2 clusters Score -8925979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -8896235.000000 Penalty: 5337.899902
	Iteration 0F: 3 clusters Score -8896235 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8908399.000000 Penalty: 5337.899902
	Iteration 1F: 3 clusters Score -8908399 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8908992.000000 Penalty: 5337.899902
	Iteration 2Q: 3 clusters Score -8908992 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8909631.000000 Penalty: 5337.899902
	Iteration 3Q: 3 clusters Score -8909631 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8910435.000000 Penalty: 5337.899902
	Iteration 4Q: 3 clusters Score -8910435 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8911460.000000 Penalty: 5337.899902
	Iteration 5Q: 3 clusters Score -8911460 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -8912926.000000 Penalty: 5337.899902
	Iteration 6F: 3 clusters Score -8912926 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -8915055.000000 Penalty: 5337.899902
	Iteration 7F: 3 clusters Score -8915055 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -8917574.000000 Penalty: 5337.899902
	Iteration 8F: 3 clusters Score -8917574 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -8919747.000000 Penalty: 5337.899902
	Iteration 9F: 3 clusters Score -8919747 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8920973.000000 Penalty: 5337.899902
	Iteration 10Q: 3 clusters Score -8920973 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -8921658.000000 Penalty: 5337.899902
	Iteration 11Q: 3 clusters Score -8921658 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -8922075.000000 Penalty: 5337.899902
	Iteration 12Q: 3 clusters Score -8922075 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -8922399.000000 Penalty: 5337.899902
	Iteration 13Q: 3 clusters Score -8922399 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -8922669.000000 Penalty: 5337.899902
	Iteration 14Q: 3 clusters Score -8922669 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -8922865.000000 Penalty: 5337.899902
	Iteration 15Q: 3 clusters Score -8922865 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -8923023.000000 Penalty: 5337.899902
	Iteration 16Q: 3 clusters Score -8923023 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -8923173.000000 Penalty: 5337.899902
	Iteration 17Q: 3 clusters Score -8923173 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -8923281.000000 Penalty: 5337.899902
	Iteration 18Q: 3 clusters Score -8923281 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -8923376.000000 Penalty: 5337.899902
	Iteration 19Q: 3 clusters Score -8923376 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -8923444.000000 Penalty: 5337.899902
	Iteration 20F: 3 clusters Score -8923444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -8923485.000000 Penalty: 5337.899902
	Iteration 21Q: 3 clusters Score -8923485 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -8923509.000000 Penalty: 5337.899902
	Iteration 22Q: 3 clusters Score -8923509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8923526.000000 Penalty: 5337.899902
	Iteration 23Q: 3 clusters Score -8923526 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -8923536.000000 Penalty: 5337.899902
	Iteration 24Q: 3 clusters Score -8923536 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 25Q: 3 clusters Score -8923551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 26Q: 3 clusters Score -8923559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8923562.000000 Penalty: 5337.899902
	Iteration 27Q: 3 clusters Score -8923562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -8923589.000000 Penalty: 5337.899902
	Iteration 28Q: 3 clusters Score -8923589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -8923588.000000 Penalty: 5337.899902
	Iteration 29Q: 3 clusters Score -8923588 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -8923580.000000 Penalty: 5337.899902
	Iteration 30Q: 3 clusters Score -8923580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -8923573.000000 Penalty: 5337.899902
	Iteration 31Q: 3 clusters Score -8923573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -8923574.000000 Penalty: 5337.899902
	Iteration 32Q: 3 clusters Score -8923574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8923553.000000 Penalty: 5337.899902
	Iteration 33Q: 3 clusters Score -8923553 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 34Q: 3 clusters Score -8923559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -8923552.000000 Penalty: 5337.899902
	Iteration 35Q: 3 clusters Score -8923552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -8923549.000000 Penalty: 5337.899902
	Iteration 36Q: 3 clusters Score -8923549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -8923557.000000 Penalty: 5337.899902
	Iteration 37Q: 3 clusters Score -8923557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -8923568.000000 Penalty: 5337.899902
	Iteration 38Q: 3 clusters Score -8923568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -8923553.000000 Penalty: 5337.899902
	Iteration 39Q: 3 clusters Score -8923553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -8923554.000000 Penalty: 5337.899902
	Iteration 40F: 3 clusters Score -8923554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 41Q: 3 clusters Score -8923559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -8923557.000000 Penalty: 5337.899902
	Iteration 42Q: 3 clusters Score -8923557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 43Q: 3 clusters Score -8923559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 44Q: 3 clusters Score -8923551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 45Q: 3 clusters Score -8923551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -8923552.000000 Penalty: 5337.899902
	Iteration 46Q: 3 clusters Score -8923552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -8923541.000000 Penalty: 5337.899902
	Iteration 47Q: 3 clusters Score -8923541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -8923541.000000 Penalty: 5337.899902
	Iteration 48Q: 3 clusters Score -8923541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -8923542.000000 Penalty: 5337.899902
	Iteration 49Q: 3 clusters Score -8923542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -8923539.000000 Penalty: 5337.899902
	Iteration 50Q: 3 clusters Score -8923539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -8923560.000000 Penalty: 5337.899902
	Iteration 51Q: 3 clusters Score -8923560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -8923560.000000 Penalty: 5337.899902
	Iteration 52Q: 3 clusters Score -8923560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -8923555.000000 Penalty: 5337.899902
	Iteration 53Q: 3 clusters Score -8923555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -8923558.000000 Penalty: 5337.899902
	Iteration 54Q: 3 clusters Score -8923558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -8923564.000000 Penalty: 5337.899902
	Iteration 55Q: 3 clusters Score -8923564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -8923545.000000 Penalty: 5337.899902
	Iteration 56Q: 3 clusters Score -8923545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8923549.000000 Penalty: 5337.899902
	Iteration 57Q: 3 clusters Score -8923549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -8923548.000000 Penalty: 5337.899902
	Iteration 58Q: 3 clusters Score -8923548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 59Q: 3 clusters Score -8923559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -8923566.000000 Penalty: 5337.899902
	Iteration 60F: 3 clusters Score -8923566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8923564.000000 Penalty: 5337.899902
	Iteration 61Q: 3 clusters Score -8923564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -8923569.000000 Penalty: 5337.899902
	Iteration 62Q: 3 clusters Score -8923569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -8923565.000000 Penalty: 5337.899902
	Iteration 63Q: 3 clusters Score -8923565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -8923565.000000 Penalty: 5337.899902
	Iteration 64Q: 3 clusters Score -8923565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -8923572.000000 Penalty: 5337.899902
	Iteration 65Q: 3 clusters Score -8923572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8923570.000000 Penalty: 5337.899902
	Iteration 66Q: 3 clusters Score -8923570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 67Q: 3 clusters Score -8923551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -8923556.000000 Penalty: 5337.899902
	Iteration 68Q: 3 clusters Score -8923556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -8923567.000000 Penalty: 5337.899902
	Iteration 69Q: 3 clusters Score -8923567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -8923561.000000 Penalty: 5337.899902
	Iteration 70Q: 3 clusters Score -8923561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -8923558.000000 Penalty: 5337.899902
	Iteration 71Q: 3 clusters Score -8923558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -8923564.000000 Penalty: 5337.899902
	Iteration 72Q: 3 clusters Score -8923564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -8923561.000000 Penalty: 5337.899902
	Iteration 73Q: 3 clusters Score -8923561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -8923559.000000 Penalty: 5337.899902
	Iteration 74Q: 3 clusters Score -8923559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -8923556.000000 Penalty: 5337.899902
	Iteration 75Q: 3 clusters Score -8923556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -8923555.000000 Penalty: 5337.899902
	Iteration 76Q: 3 clusters Score -8923555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -8923546.000000 Penalty: 5337.899902
	Iteration 77Q: 3 clusters Score -8923546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 78Q: 3 clusters Score -8923551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8923551.000000 Penalty: 5337.899902
	Iteration 79F: 3 clusters Score -8923551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -1230323.250000 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -1230323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1224857.500000 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -1224858 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1226219.625000 Penalty: 4361.782227
	Iteration 1F: 3 clusters Score -1226220 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1226435.500000 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -1226436 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1226552.500000 Penalty: 4361.782227
	Iteration 3Q: 3 clusters Score -1226552 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1226621.625000 Penalty: 4361.782227
	Iteration 4Q: 3 clusters Score -1226622 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1226684.625000 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -1226685 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1226729.125000 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -1226729 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1226754.000000 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -1226754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1226772.250000 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -1226772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1226794.000000 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -1226794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1226813.250000 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -1226813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1226836.500000 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -1226836 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1226855.875000 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -1226856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1226872.875000 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -1226873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1226891.375000 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -1226891 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1226910.000000 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -1226910 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1226942.875000 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -1226943 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1226984.250000 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -1226984 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1227038.875000 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -1227039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1227100.375000 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -1227100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1227164.250000 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -1227164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1227213.750000 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -1227214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1227260.875000 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -1227261 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1227308.750000 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -1227309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1227363.000000 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -1227363 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1227425.625000 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -1227426 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1227489.625000 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -1227490 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1227553.000000 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -1227553 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1227608.375000 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -1227608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1227665.750000 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -1227666 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1227730.125000 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -1227730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1227803.500000 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -1227804 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1227889.625000 Penalty: 4361.782227
	Iteration 32Q: 3 clusters Score -1227890 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1227963.375000 Penalty: 4361.782227
	Iteration 33Q: 3 clusters Score -1227963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1228037.375000 Penalty: 4361.782227
	Iteration 34Q: 3 clusters Score -1228037 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1228118.500000 Penalty: 4361.782227
	Iteration 35Q: 3 clusters Score -1228118 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1228186.750000 Penalty: 4361.782227
	Iteration 36Q: 3 clusters Score -1228187 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1228236.875000 Penalty: 4361.782227
	Iteration 37Q: 3 clusters Score -1228237 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1228284.375000 Penalty: 4361.782227
	Iteration 38Q: 3 clusters Score -1228284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1228326.375000 Penalty: 4361.782227
	Iteration 39Q: 3 clusters Score -1228326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1228361.250000 Penalty: 4361.782227
	Iteration 40F: 3 clusters Score -1228361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1228395.000000 Penalty: 4361.782227
	Iteration 41Q: 3 clusters Score -1228395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1228423.750000 Penalty: 4361.782227
	Iteration 42Q: 3 clusters Score -1228424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1228447.000000 Penalty: 4361.782227
	Iteration 43Q: 3 clusters Score -1228447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1228460.250000 Penalty: 4361.782227
	Iteration 44Q: 3 clusters Score -1228460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1228472.000000 Penalty: 4361.782227
	Iteration 45Q: 3 clusters Score -1228472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1228482.125000 Penalty: 4361.782227
	Iteration 46Q: 3 clusters Score -1228482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1228494.750000 Penalty: 4361.782227
	Iteration 47Q: 3 clusters Score -1228495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1228501.875000 Penalty: 4361.782227
	Iteration 48Q: 3 clusters Score -1228502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1228504.375000 Penalty: 4361.782227
	Iteration 49Q: 3 clusters Score -1228504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1228510.000000 Penalty: 4361.782227
	Iteration 50Q: 3 clusters Score -1228510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1228513.125000 Penalty: 4361.782227
	Iteration 51Q: 3 clusters Score -1228513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1228513.375000 Penalty: 4361.782227
	Iteration 52Q: 3 clusters Score -1228513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1228516.000000 Penalty: 4361.782227
	Iteration 53Q: 3 clusters Score -1228516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1228516.000000 Penalty: 4361.782227
	Iteration 54Q: 3 clusters Score -1228516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1228518.750000 Penalty: 4361.782227
	Iteration 55Q: 3 clusters Score -1228519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1228518.750000 Penalty: 4361.782227
	Iteration 56Q: 3 clusters Score -1228519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1228518.500000 Penalty: 4361.782227
	Iteration 57Q: 3 clusters Score -1228518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1228519.750000 Penalty: 4361.782227
	Iteration 58Q: 3 clusters Score -1228520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1228520.125000 Penalty: 4361.782227
	Iteration 59Q: 3 clusters Score -1228520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1228520.375000 Penalty: 4361.782227
	Iteration 60F: 3 clusters Score -1228520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Entering Unmasked Estep 
Score: -7146856.000000 Penalty: 2616.598389
	Iteration 0F: 2 clusters Score -7146856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7120997.000000 Penalty: 5233.196777
	Iteration 0F: 3 clusters Score -7120997 nChanged 17416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -7130465.000000 Penalty: 5233.196777
	Iteration 1F: 3 clusters Score -7130465 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -7130954.500000 Penalty: 5233.196777
	Iteration 2Q: 3 clusters Score -7130954 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -7131539.500000 Penalty: 5233.196777
	Iteration 3Q: 3 clusters Score -7131540 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -7132271.000000 Penalty: 5233.196777
	Iteration 4Q: 3 clusters Score -7132271 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -7133167.500000 Penalty: 5233.196777
	Iteration 5Q: 3 clusters Score -7133168 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -7134152.500000 Penalty: 5233.196777
	Iteration 6Q: 3 clusters Score -7134152 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -7135176.000000 Penalty: 5233.196777
	Iteration 7Q: 3 clusters Score -7135176 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -7136337.500000 Penalty: 5233.196777
	Iteration 8Q: 3 clusters Score -7136338 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -7137597.000000 Penalty: 5233.196777
	Iteration 9F: 3 clusters Score -7137597 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -7138765.500000 Penalty: 5233.196777
	Iteration 10F: 3 clusters Score -7138766 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -7139842.000000 Penalty: 5233.196777
	Iteration 11Q: 3 clusters Score -7139842 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -7140484.500000 Penalty: 5233.196777
	Iteration 12Q: 3 clusters Score -7140484 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -7140837.000000 Penalty: 5233.196777
	Iteration 13Q: 3 clusters Score -7140837 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -7141084.500000 Penalty: 5233.196777
	Iteration 14Q: 3 clusters Score -7141084 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -7141227.500000 Penalty: 5233.196777
	Iteration 15Q: 3 clusters Score -7141228 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -7141330.500000 Penalty: 5233.196777
	Iteration 16Q: 3 clusters Score -7141330 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -7141418.500000 Penalty: 5233.196777
	Iteration 17Q: 3 clusters Score -7141418 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -7141514.500000 Penalty: 5233.196777
	Iteration 18Q: 3 clusters Score -7141514 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -7141591.000000 Penalty: 5233.196777
	Iteration 19Q: 3 clusters Score -7141591 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -7141679.000000 Penalty: 5233.196777
	Iteration 20F: 3 clusters Score -7141679 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -7141762.500000 Penalty: 5233.196777
	Iteration 21Q: 3 clusters Score -7141762 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -7141800.000000 Penalty: 5233.196777
	Iteration 22Q: 3 clusters Score -7141800 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -7141848.000000 Penalty: 5233.196777
	Iteration 23Q: 3 clusters Score -7141848 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -7141935.000000 Penalty: 5233.196777
	Iteration 24Q: 3 clusters Score -7141935 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -7141987.500000 Penalty: 5233.196777
	Iteration 25Q: 3 clusters Score -7141988 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -7142025.000000 Penalty: 5233.196777
	Iteration 26Q: 3 clusters Score -7142025 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -7142055.500000 Penalty: 5233.196777
	Iteration 27Q: 3 clusters Score -7142056 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -7142086.000000 Penalty: 5233.196777
	Iteration 28Q: 3 clusters Score -7142086 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -7142112.500000 Penalty: 5233.196777
	Iteration 29Q: 3 clusters Score -7142112 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7142164.000000 Penalty: 5233.196777
	Iteration 30Q: 3 clusters Score -7142164 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -7142217.500000 Penalty: 5233.196777
	Iteration 31Q: 3 clusters Score -7142218 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -7142263.500000 Penalty: 5233.196777
	Iteration 32Q: 3 clusters Score -7142264 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7142312.500000 Penalty: 5233.196777
	Iteration 33Q: 3 clusters Score -7142312 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7142347.000000 Penalty: 5233.196777
	Iteration 34Q: 3 clusters Score -7142347 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -7142380.000000 Penalty: 5233.196777
	Iteration 35Q: 3 clusters Score -7142380 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7142421.500000 Penalty: 5233.196777
	Iteration 36Q: 3 clusters Score -7142422 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -7142449.000000 Penalty: 5233.196777
	Iteration 37Q: 3 clusters Score -7142449 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -7142495.000000 Penalty: 5233.196777
	Iteration 38Q: 3 clusters Score -7142495 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7142505.500000 Penalty: 5233.196777
	Iteration 39Q: 3 clusters Score -7142506 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -7142584.000000 Penalty: 5233.196777
	Iteration 40F: 3 clusters Score -7142584 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -7142654.500000 Penalty: 5233.196777
	Iteration 41Q: 3 clusters Score -7142654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -7142702.000000 Penalty: 5233.196777
	Iteration 42Q: 3 clusters Score -7142702 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -7142750.000000 Penalty: 5233.196777
	Iteration 43Q: 3 clusters Score -7142750 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -7142805.500000 Penalty: 5233.196777
	Iteration 44Q: 3 clusters Score -7142806 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -7142862.500000 Penalty: 5233.196777
	Iteration 45Q: 3 clusters Score -7142862 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -7142920.500000 Penalty: 5233.196777
	Iteration 46Q: 3 clusters Score -7142920 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -7143005.500000 Penalty: 5233.196777
	Iteration 47Q: 3 clusters Score -7143006 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -7143066.000000 Penalty: 5233.196777
	Iteration 48Q: 3 clusters Score -7143066 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7143142.500000 Penalty: 5233.196777
	Iteration 49Q: 3 clusters Score -7143142 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -7143253.500000 Penalty: 5233.196777
	Iteration 50Q: 3 clusters Score -7143254 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -7143335.500000 Penalty: 5233.196777
	Iteration 51Q: 3 clusters Score -7143336 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -7143425.000000 Penalty: 5233.196777
	Iteration 52Q: 3 clusters Score -7143425 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -7143534.500000 Penalty: 5233.196777
	Iteration 53Q: 3 clusters Score -7143534 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -7143647.500000 Penalty: 5233.196777
	Iteration 54Q: 3 clusters Score -7143648 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -7143766.500000 Penalty: 5233.196777
	Iteration 55Q: 3 clusters Score -7143766 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -7143909.500000 Penalty: 5233.196777
	Iteration 56Q: 3 clusters Score -7143910 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -7144036.500000 Penalty: 5233.196777
	Iteration 57Q: 3 clusters Score -7144036 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -7144114.500000 Penalty: 5233.196777
	Iteration 58Q: 3 clusters Score -7144114 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7144215.000000 Penalty: 5233.196777
	Iteration 59Q: 3 clusters Score -7144215 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -7144255.500000 Penalty: 5233.196777
	Iteration 60F: 3 clusters Score -7144256 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -7144349.000000 Penalty: 5233.196777
	Iteration 61Q: 3 clusters Score -7144349 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -7144443.500000 Penalty: 5233.196777
	Iteration 62Q: 3 clusters Score -7144444 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7144526.500000 Penalty: 5233.196777
	Iteration 63Q: 3 clusters Score -7144526 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7144544.500000 Penalty: 5233.196777
	Iteration 64Q: 3 clusters Score -7144544 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -7144618.000000 Penalty: 5233.196777
	Iteration 65Q: 3 clusters Score -7144618 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -7144674.000000 Penalty: 5233.196777
	Iteration 66Q: 3 clusters Score -7144674 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -7144726.000000 Penalty: 5233.196777
	Iteration 67Q: 3 clusters Score -7144726 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -7144761.500000 Penalty: 5233.196777
	Iteration 68Q: 3 clusters Score -7144762 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -7144806.500000 Penalty: 5233.196777
	Iteration 69Q: 3 clusters Score -7144806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -7144841.500000 Penalty: 5233.196777
	Iteration 70Q: 3 clusters Score -7144842 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7144892.500000 Penalty: 5233.196777
	Iteration 71Q: 3 clusters Score -7144892 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 34541 members 
Entering Unmasked Estep 
Score: -7144902.000000 Penalty: 5233.196777
	Iteration 72Q: 3 clusters Score -7144902 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -7144941.000000 Penalty: 5233.196777
	Iteration 73Q: 3 clusters Score -7144941 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7144965.500000 Penalty: 5233.196777
	Iteration 74Q: 3 clusters Score -7144966 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -7144986.500000 Penalty: 5233.196777
	Iteration 75Q: 3 clusters Score -7144986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7145008.000000 Penalty: 5233.196777
	Iteration 76Q: 3 clusters Score -7145008 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7145033.000000 Penalty: 5233.196777
	Iteration 77Q: 3 clusters Score -7145033 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7145055.500000 Penalty: 5233.196777
	Iteration 78Q: 3 clusters Score -7145056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -7145091.000000 Penalty: 5233.196777
	Iteration 79Q: 3 clusters Score -7145091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -7145087.000000 Penalty: 5233.196777
	Iteration 80F: 3 clusters Score -7145087 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -7145098.500000 Penalty: 5233.196777
	Iteration 81Q: 3 clusters Score -7145098 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -7145092.000000 Penalty: 5233.196777
	Iteration 82Q: 3 clusters Score -7145092 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -7145121.500000 Penalty: 5233.196777
	Iteration 83Q: 3 clusters Score -7145122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -7145123.000000 Penalty: 5233.196777
	Iteration 84Q: 3 clusters Score -7145123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -7145157.000000 Penalty: 5233.196777
	Iteration 85Q: 3 clusters Score -7145157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7145160.000000 Penalty: 5233.196777
	Iteration 86Q: 3 clusters Score -7145160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -7145151.500000 Penalty: 5233.196777
	Iteration 87Q: 3 clusters Score -7145152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -7145150.500000 Penalty: 5233.196777
	Iteration 88Q: 3 clusters Score -7145150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -7145151.000000 Penalty: 5233.196777
	Iteration 89Q: 3 clusters Score -7145151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7145151.000000 Penalty: 5233.196777
	Iteration 90Q: 3 clusters Score -7145151 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -7145161.500000 Penalty: 5233.196777
	Iteration 91Q: 3 clusters Score -7145162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -7145166.500000 Penalty: 5233.196777
	Iteration 92Q: 3 clusters Score -7145166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -7145164.500000 Penalty: 5233.196777
	Iteration 93Q: 3 clusters Score -7145164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -7145165.000000 Penalty: 5233.196777
	Iteration 94Q: 3 clusters Score -7145165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -7145172.000000 Penalty: 5233.196777
	Iteration 95Q: 3 clusters Score -7145172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -7145172.500000 Penalty: 5233.196777
	Iteration 96Q: 3 clusters Score -7145172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -7145171.500000 Penalty: 5233.196777
	Iteration 97Q: 3 clusters Score -7145172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -7145178.000000 Penalty: 5233.196777
	Iteration 98Q: 3 clusters Score -7145178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -7145184.000000 Penalty: 5233.196777
	Iteration 99Q: 3 clusters Score -7145184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7145177.500000 Penalty: 5233.196777
	Iteration 100F: 3 clusters Score -7145178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7145181.000000 Penalty: 5233.196777
	Iteration 101Q: 3 clusters Score -7145181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -7145185.000000 Penalty: 5233.196777
	Iteration 102Q: 3 clusters Score -7145185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -7145178.500000 Penalty: 5233.196777
	Iteration 103Q: 3 clusters Score -7145178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -7145179.000000 Penalty: 5233.196777
	Iteration 104Q: 3 clusters Score -7145179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 36417 members 
Entering Unmasked Estep 
Score: -7145177.500000 Penalty: 5233.196777
	Iteration 105Q: 3 clusters Score -7145178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -7145175.500000 Penalty: 5233.196777
	Iteration 106Q: 3 clusters Score -7145176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -7145174.500000 Penalty: 5233.196777
	Iteration 107Q: 3 clusters Score -7145174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7145188.500000 Penalty: 5233.196777
	Iteration 108Q: 3 clusters Score -7145188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -7145186.500000 Penalty: 5233.196777
	Iteration 109Q: 3 clusters Score -7145186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -7145185.000000 Penalty: 5233.196777
	Iteration 110Q: 3 clusters Score -7145185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -7145183.500000 Penalty: 5233.196777
	Iteration 111Q: 3 clusters Score -7145184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7145183.000000 Penalty: 5233.196777
	Iteration 112Q: 3 clusters Score -7145183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7145179.000000 Penalty: 5233.196777
	Iteration 113Q: 3 clusters Score -7145179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -7145177.000000 Penalty: 5233.196777
	Iteration 114Q: 3 clusters Score -7145177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -7145178.000000 Penalty: 5233.196777
	Iteration 115Q: 3 clusters Score -7145178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -7145179.000000 Penalty: 5233.196777
	Iteration 116Q: 3 clusters Score -7145179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -7145178.500000 Penalty: 5233.196777
	Iteration 117Q: 3 clusters Score -7145178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -7145175.000000 Penalty: 5233.196777
	Iteration 118Q: 3 clusters Score -7145175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7145170.000000 Penalty: 5233.196777
	Iteration 119Q: 3 clusters Score -7145170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7145170.000000 Penalty: 5233.196777
	Iteration 120F: 3 clusters Score -7145170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Entering Unmasked Estep 
Score: -4351783.000000 Penalty: 2493.790771
	Iteration 0F: 2 clusters Score -4351783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4335613.500000 Penalty: 4987.581543
	Iteration 0F: 3 clusters Score -4335614 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -4341045.500000 Penalty: 4987.581543
	Iteration 1F: 3 clusters Score -4341046 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -4341419.500000 Penalty: 4987.581543
	Iteration 2Q: 3 clusters Score -4341420 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -4341754.000000 Penalty: 4987.581543
	Iteration 3Q: 3 clusters Score -4341754 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -4342181.500000 Penalty: 4987.581543
	Iteration 4Q: 3 clusters Score -4342182 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -4342706.000000 Penalty: 4987.581543
	Iteration 5Q: 3 clusters Score -4342706 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -4343420.000000 Penalty: 4987.581543
	Iteration 6F: 3 clusters Score -4343420 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -4344486.000000 Penalty: 4987.581543
	Iteration 7F: 3 clusters Score -4344486 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -4345835.500000 Penalty: 4987.581543
	Iteration 8F: 3 clusters Score -4345836 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4347235.000000 Penalty: 4987.581543
	Iteration 9F: 3 clusters Score -4347235 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4348328.000000 Penalty: 4987.581543
	Iteration 10Q: 3 clusters Score -4348328 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4348958.000000 Penalty: 4987.581543
	Iteration 11Q: 3 clusters Score -4348958 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4349257.000000 Penalty: 4987.581543
	Iteration 12Q: 3 clusters Score -4349257 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4349393.000000 Penalty: 4987.581543
	Iteration 13Q: 3 clusters Score -4349393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4349480.500000 Penalty: 4987.581543
	Iteration 14Q: 3 clusters Score -4349480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4349527.000000 Penalty: 4987.581543
	Iteration 15Q: 3 clusters Score -4349527 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4349555.000000 Penalty: 4987.581543
	Iteration 16Q: 3 clusters Score -4349555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4349576.500000 Penalty: 4987.581543
	Iteration 17Q: 3 clusters Score -4349576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4349593.500000 Penalty: 4987.581543
	Iteration 18Q: 3 clusters Score -4349594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4349605.000000 Penalty: 4987.581543
	Iteration 19Q: 3 clusters Score -4349605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4349617.500000 Penalty: 4987.581543
	Iteration 20F: 3 clusters Score -4349618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4349622.000000 Penalty: 4987.581543
	Iteration 21Q: 3 clusters Score -4349622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4349629.500000 Penalty: 4987.581543
	Iteration 22Q: 3 clusters Score -4349630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4349630.500000 Penalty: 4987.581543
	Iteration 23Q: 3 clusters Score -4349630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4349632.500000 Penalty: 4987.581543
	Iteration 24Q: 3 clusters Score -4349632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4349632.500000 Penalty: 4987.581543
	Iteration 25F: 3 clusters Score -4349632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46619.882812 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46619.88 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46976.628906 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -46976.63 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47230.871094 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47230.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47500.515625 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47500.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47682.535156 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -47682.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47771.074219 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -47771.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47869.859375 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -47869.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47958.476562 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -47958.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48046.421875 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48046.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48119.910156 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48119.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48139.179688 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48139.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48163.324219 Penalty: 3109.471680
	Iteration 11F: 3 clusters Score -48163.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48286.179688 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -48286.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48365.140625 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48365.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48381.402344 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -48381.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48389.917969 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48389.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48394.519531 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -48394.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48405.199219 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -48405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48418.019531 Penalty: 3109.471680
	Iteration 18Q: 3 clusters Score -48418.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48426.214844 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -48426.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48429.773438 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -48429.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 47188 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 38208 members 
Mstep: Class 5 contains 23286 members 
Mstep: Class 6 contains 351 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 40210 members 
Mstep: Class 11 contains 46596 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52677 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 35581 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48727 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 38069 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 49532 members 
Mstep: Class 27 contains 56907 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 49519 members 
Mstep: Class 30 contains 177 members 
Entering Unmasked Estep 
Score: -137145120.000000 Penalty: 100613.093750
Splitting cluster 6 changes total score from -137147392.000000 to -137145120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -3893638.500000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -3893638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -3879068.000000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -3879068 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -3884016.000000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -3884016 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3884741.250000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -3884741 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3885565.500000 Penalty: 4936.211914
	Iteration 3F: 3 clusters Score -3885566 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -3886326.250000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -3886326 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -3887109.750000 Penalty: 4936.211914
	Iteration 5F: 3 clusters Score -3887110 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3887839.000000 Penalty: 4936.211914
	Iteration 6F: 3 clusters Score -3887839 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3888549.750000 Penalty: 4936.211914
	Iteration 7F: 3 clusters Score -3888550 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -3889287.000000 Penalty: 4936.211914
	Iteration 8Q: 3 clusters Score -3889287 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -3889812.250000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -3889812 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3890126.000000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -3890126 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3890344.750000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -3890345 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3890481.500000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -3890482 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -3890558.000000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -3890558 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -3890625.250000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -3890625 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -3890709.000000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -3890709 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -3890784.500000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -3890784 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -3890852.750000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -3890853 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3890906.250000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -3890906 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -3890961.750000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -3890962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3891036.000000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -3891036 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -3891095.000000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -3891095 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -3891145.500000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -3891146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -3891210.250000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -3891210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3891283.500000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -3891284 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -3891329.750000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -3891330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -3891379.250000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -3891379 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -3891418.750000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -3891419 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3891448.000000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -3891448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3891495.750000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -3891496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3891528.000000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -3891528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3891562.750000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -3891563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3891601.500000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -3891602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3891623.000000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -3891623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3891645.750000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -3891646 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3891662.750000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -3891663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -3891691.750000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -3891692 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3891705.750000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -3891706 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -3891728.000000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -3891728 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -3891730.250000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -3891730 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3891752.250000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -3891752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3891766.500000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -3891766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -3891777.250000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -3891777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3891788.500000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -3891788 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3891794.750000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -3891795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3891804.000000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -3891804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3891805.250000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -3891805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3891806.500000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -3891806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -3891811.750000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -3891812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3891814.750000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -3891815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3891818.750000 Penalty: 4936.211914
	Iteration 50Q: 3 clusters Score -3891819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3891816.500000 Penalty: 4936.211914
	Iteration 51Q: 3 clusters Score -3891816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3891816.000000 Penalty: 4936.211914
	Iteration 52Q: 3 clusters Score -3891816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3891825.000000 Penalty: 4936.211914
	Iteration 53Q: 3 clusters Score -3891825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3891835.500000 Penalty: 4936.211914
	Iteration 54Q: 3 clusters Score -3891836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3891833.250000 Penalty: 4936.211914
	Iteration 55Q: 3 clusters Score -3891833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3891837.750000 Penalty: 4936.211914
	Iteration 56Q: 3 clusters Score -3891838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3891847.500000 Penalty: 4936.211914
	Iteration 57Q: 3 clusters Score -3891848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3891848.250000 Penalty: 4936.211914
	Iteration 58Q: 3 clusters Score -3891848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3891856.500000 Penalty: 4936.211914
	Iteration 59Q: 3 clusters Score -3891856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3891863.250000 Penalty: 4936.211914
	Iteration 60F: 3 clusters Score -3891863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3891859.750000 Penalty: 4936.211914
	Iteration 61Q: 3 clusters Score -3891860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3891865.500000 Penalty: 4936.211914
	Iteration 62Q: 3 clusters Score -3891866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3891871.500000 Penalty: 4936.211914
	Iteration 63Q: 3 clusters Score -3891872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3891871.250000 Penalty: 4936.211914
	Iteration 64Q: 3 clusters Score -3891871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3891877.000000 Penalty: 4936.211914
	Iteration 65Q: 3 clusters Score -3891877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3891871.250000 Penalty: 4936.211914
	Iteration 66Q: 3 clusters Score -3891871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3891869.000000 Penalty: 4936.211914
	Iteration 67Q: 3 clusters Score -3891869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3891866.250000 Penalty: 4936.211914
	Iteration 68Q: 3 clusters Score -3891866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3891861.750000 Penalty: 4936.211914
	Iteration 69Q: 3 clusters Score -3891862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3891866.750000 Penalty: 4936.211914
	Iteration 70Q: 3 clusters Score -3891867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3891872.500000 Penalty: 4936.211914
	Iteration 71Q: 3 clusters Score -3891872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3891874.750000 Penalty: 4936.211914
	Iteration 72Q: 3 clusters Score -3891875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3891875.500000 Penalty: 4936.211914
	Iteration 73Q: 3 clusters Score -3891876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3891873.750000 Penalty: 4936.211914
	Iteration 74Q: 3 clusters Score -3891874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3891878.250000 Penalty: 4936.211914
	Iteration 75Q: 3 clusters Score -3891878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3891876.000000 Penalty: 4936.211914
	Iteration 76Q: 3 clusters Score -3891876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -3891880.000000 Penalty: 4936.211914
	Iteration 77Q: 3 clusters Score -3891880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3891879.500000 Penalty: 4936.211914
	Iteration 78Q: 3 clusters Score -3891880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3891886.500000 Penalty: 4936.211914
	Iteration 79Q: 3 clusters Score -3891886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3891886.000000 Penalty: 4936.211914
	Iteration 80F: 3 clusters Score -3891886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3891881.750000 Penalty: 4936.211914
	Iteration 81Q: 3 clusters Score -3891882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3891882.750000 Penalty: 4936.211914
	Iteration 82Q: 3 clusters Score -3891883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -3891886.250000 Penalty: 4936.211914
	Iteration 83Q: 3 clusters Score -3891886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3891886.500000 Penalty: 4936.211914
	Iteration 84Q: 3 clusters Score -3891886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3891888.000000 Penalty: 4936.211914
	Iteration 85Q: 3 clusters Score -3891888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -3891890.500000 Penalty: 4936.211914
	Iteration 86Q: 3 clusters Score -3891890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -3891886.750000 Penalty: 4936.211914
	Iteration 87Q: 3 clusters Score -3891887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3891886.250000 Penalty: 4936.211914
	Iteration 88Q: 3 clusters Score -3891886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3891889.000000 Penalty: 4936.211914
	Iteration 89Q: 3 clusters Score -3891889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3891891.000000 Penalty: 4936.211914
	Iteration 90Q: 3 clusters Score -3891891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3891892.250000 Penalty: 4936.211914
	Iteration 91Q: 3 clusters Score -3891892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3891885.250000 Penalty: 4936.211914
	Iteration 92Q: 3 clusters Score -3891885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3891885.000000 Penalty: 4936.211914
	Iteration 93Q: 3 clusters Score -3891885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3891885.000000 Penalty: 4936.211914
	Iteration 94F: 3 clusters Score -3891885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -204767.890625 Penalty: 1755.219482
	Iteration 0F: 2 clusters Score -204767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -202757.234375 Penalty: 3510.438965
	Iteration 0F: 3 clusters Score -202757.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -203249.171875 Penalty: 3510.438965
	Iteration 1F: 3 clusters Score -203249.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -203516.062500 Penalty: 3510.438965
	Iteration 2F: 3 clusters Score -203516.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203660.265625 Penalty: 3510.438965
	Iteration 3F: 3 clusters Score -203660.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203729.359375 Penalty: 3510.438965
	Iteration 4Q: 3 clusters Score -203729.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -203794.406250 Penalty: 3510.438965
	Iteration 5Q: 3 clusters Score -203794.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -203842.203125 Penalty: 3510.438965
	Iteration 6Q: 3 clusters Score -203842.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203877.531250 Penalty: 3510.438965
	Iteration 7Q: 3 clusters Score -203877.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -203911.109375 Penalty: 3510.438965
	Iteration 8Q: 3 clusters Score -203911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203952.875000 Penalty: 3510.438965
	Iteration 9Q: 3 clusters Score -203952.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -204010.234375 Penalty: 3510.438965
	Iteration 10Q: 3 clusters Score -204010.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -204051.000000 Penalty: 3510.438965
	Iteration 11Q: 3 clusters Score -204051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -204073.437500 Penalty: 3510.438965
	Iteration 12Q: 3 clusters Score -204073.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -204094.031250 Penalty: 3510.438965
	Iteration 13Q: 3 clusters Score -204094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -204105.515625 Penalty: 3510.438965
	Iteration 14Q: 3 clusters Score -204105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204110.296875 Penalty: 3510.438965
	Iteration 15Q: 3 clusters Score -204110.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -204115.453125 Penalty: 3510.438965
	Iteration 16Q: 3 clusters Score -204115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -204122.703125 Penalty: 3510.438965
	Iteration 17Q: 3 clusters Score -204122.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204125.062500 Penalty: 3510.438965
	Iteration 18Q: 3 clusters Score -204125.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204129.437500 Penalty: 3510.438965
	Iteration 19Q: 3 clusters Score -204129.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -204129.437500 Penalty: 3510.438965
	Iteration 20F: 3 clusters Score -204129.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -412462.968750 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -412463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -409816.093750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -409816.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -410683.500000 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -410683.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -410953.687500 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -410953.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -411104.062500 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -411104.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -411198.968750 Penalty: 3846.647949
	Iteration 4Q: 3 clusters Score -411199 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -411287.062500 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -411287.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -411372.531250 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -411372.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -411447.500000 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -411447.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -411517.250000 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -411517.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -411581.750000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -411581.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -411648.093750 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -411648.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -411721.937500 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -411721.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -411775.656250 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -411775.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -411817.468750 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -411817.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -411843.906250 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -411843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -411854.687500 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -411854.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -411858.031250 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -411858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -411867.875000 Penalty: 3846.647949
	Iteration 17F: 3 clusters Score -411867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -411891.250000 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -411891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -411903.687500 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -411903.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -411920.937500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -411920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -411935.281250 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -411935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -411949.218750 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -411949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -411960.125000 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -411960.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -411975.250000 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -411975.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -411989.000000 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -411989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -412010.625000 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -412010.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -412016.625000 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -412016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -412027.843750 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -412027.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -412033.531250 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -412033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -412038.000000 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -412038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -412041.875000 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -412041.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -412046.875000 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -412046.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -412052.218750 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -412052.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -412056.000000 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -412056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -412060.968750 Penalty: 3846.647949
	Iteration 35Q: 3 clusters Score -412061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -412064.250000 Penalty: 3846.647949
	Iteration 36Q: 3 clusters Score -412064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -412067.000000 Penalty: 3846.647949
	Iteration 37Q: 3 clusters Score -412067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -412068.250000 Penalty: 3846.647949
	Iteration 38Q: 3 clusters Score -412068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -412070.187500 Penalty: 3846.647949
	Iteration 39Q: 3 clusters Score -412070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -412073.718750 Penalty: 3846.647949
	Iteration 40F: 3 clusters Score -412073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -412086.812500 Penalty: 3846.647949
	Iteration 41Q: 3 clusters Score -412086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -412118.593750 Penalty: 3846.647949
	Iteration 42Q: 3 clusters Score -412118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -412139.281250 Penalty: 3846.647949
	Iteration 43Q: 3 clusters Score -412139.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -412147.250000 Penalty: 3846.647949
	Iteration 44Q: 3 clusters Score -412147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -412151.531250 Penalty: 3846.647949
	Iteration 45Q: 3 clusters Score -412151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -412151.718750 Penalty: 3846.647949
	Iteration 46Q: 3 clusters Score -412151.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -412152.437500 Penalty: 3846.647949
	Iteration 47Q: 3 clusters Score -412152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -412152.968750 Penalty: 3846.647949
	Iteration 48Q: 3 clusters Score -412153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -412156.031250 Penalty: 3846.647949
	Iteration 49Q: 3 clusters Score -412156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -412157.468750 Penalty: 3846.647949
	Iteration 50Q: 3 clusters Score -412157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -412159.406250 Penalty: 3846.647949
	Iteration 51Q: 3 clusters Score -412159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -412162.468750 Penalty: 3846.647949
	Iteration 52Q: 3 clusters Score -412162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -412166.406250 Penalty: 3846.647949
	Iteration 53Q: 3 clusters Score -412166.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -412169.250000 Penalty: 3846.647949
	Iteration 54Q: 3 clusters Score -412169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -412171.031250 Penalty: 3846.647949
	Iteration 55Q: 3 clusters Score -412171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -412172.031250 Penalty: 3846.647949
	Iteration 56Q: 3 clusters Score -412172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -412172.656250 Penalty: 3846.647949
	Iteration 57Q: 3 clusters Score -412172.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -412173.125000 Penalty: 3846.647949
	Iteration 58Q: 3 clusters Score -412173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -412173.750000 Penalty: 3846.647949
	Iteration 59Q: 3 clusters Score -412173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -412180.875000 Penalty: 3846.647949
	Iteration 60F: 3 clusters Score -412180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -412207.281250 Penalty: 3846.647949
	Iteration 61Q: 3 clusters Score -412207.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -412248.531250 Penalty: 3846.647949
	Iteration 62Q: 3 clusters Score -412248.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -412290.000000 Penalty: 3846.647949
	Iteration 63Q: 3 clusters Score -412290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -412333.062500 Penalty: 3846.647949
	Iteration 64Q: 3 clusters Score -412333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -412356.906250 Penalty: 3846.647949
	Iteration 65Q: 3 clusters Score -412356.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -412412.187500 Penalty: 3846.647949
	Iteration 66Q: 3 clusters Score -412412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -412473.656250 Penalty: 3846.647949
	Iteration 67Q: 3 clusters Score -412473.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -412528.156250 Penalty: 3846.647949
	Iteration 68Q: 3 clusters Score -412528.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -412546.437500 Penalty: 3846.647949
	Iteration 69Q: 3 clusters Score -412546.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -412556.906250 Penalty: 3846.647949
	Iteration 70Q: 3 clusters Score -412556.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -412563.750000 Penalty: 3846.647949
	Iteration 71Q: 3 clusters Score -412563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -412565.218750 Penalty: 3846.647949
	Iteration 72Q: 3 clusters Score -412565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -412566.093750 Penalty: 3846.647949
	Iteration 73F: 3 clusters Score -412566.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -412567.312500 Penalty: 3846.647949
	Iteration 74Q: 3 clusters Score -412567.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -412567.750000 Penalty: 3846.647949
	Iteration 75Q: 3 clusters Score -412567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -412567.750000 Penalty: 3846.647949
	Iteration 76F: 3 clusters Score -412567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 47188 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 38208 members 
Mstep: Class 5 contains 23286 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2009 members 
Mstep: Class 10 contains 40210 members 
Mstep: Class 11 contains 46596 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52677 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 35581 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48727 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 38069 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 49532 members 
Mstep: Class 27 contains 56907 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 49519 members 
Mstep: Class 30 contains 325 members 
Entering Unmasked Estep 
Score: -137144800.000000 Penalty: 100613.093750
Splitting cluster 9 changes total score from -137147392.000000 to -137144800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (40210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Entering Unmasked Estep 
Score: -7454731.000000 Penalty: 2629.263916
	Iteration 0F: 2 clusters Score -7454731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -7427573.000000 Penalty: 5258.527832
	Iteration 0F: 3 clusters Score -7427573 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7437692.000000 Penalty: 5258.527832
	Iteration 1F: 3 clusters Score -7437692 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -7438223.500000 Penalty: 5258.527832
	Iteration 2Q: 3 clusters Score -7438224 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -7438839.000000 Penalty: 5258.527832
	Iteration 3Q: 3 clusters Score -7438839 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7439588.000000 Penalty: 5258.527832
	Iteration 4Q: 3 clusters Score -7439588 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -7440674.000000 Penalty: 5258.527832
	Iteration 5F: 3 clusters Score -7440674 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -7442064.000000 Penalty: 5258.527832
	Iteration 6F: 3 clusters Score -7442064 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -7443932.500000 Penalty: 5258.527832
	Iteration 7F: 3 clusters Score -7443932 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7446134.000000 Penalty: 5258.527832
	Iteration 8F: 3 clusters Score -7446134 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -7448193.000000 Penalty: 5258.527832
	Iteration 9F: 3 clusters Score -7448193 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -7449395.500000 Penalty: 5258.527832
	Iteration 10Q: 3 clusters Score -7449396 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -7450085.500000 Penalty: 5258.527832
	Iteration 11Q: 3 clusters Score -7450086 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -7450606.000000 Penalty: 5258.527832
	Iteration 12Q: 3 clusters Score -7450606 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -7451082.000000 Penalty: 5258.527832
	Iteration 13Q: 3 clusters Score -7451082 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -7451444.000000 Penalty: 5258.527832
	Iteration 14Q: 3 clusters Score -7451444 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -7451677.000000 Penalty: 5258.527832
	Iteration 15Q: 3 clusters Score -7451677 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -7451881.000000 Penalty: 5258.527832
	Iteration 16Q: 3 clusters Score -7451881 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -7452047.500000 Penalty: 5258.527832
	Iteration 17Q: 3 clusters Score -7452048 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7452172.500000 Penalty: 5258.527832
	Iteration 18Q: 3 clusters Score -7452172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -7452282.000000 Penalty: 5258.527832
	Iteration 19Q: 3 clusters Score -7452282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -7452354.500000 Penalty: 5258.527832
	Iteration 20F: 3 clusters Score -7452354 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -7452451.000000 Penalty: 5258.527832
	Iteration 21Q: 3 clusters Score -7452451 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 32339 members 
Entering Unmasked Estep 
Score: -7452537.500000 Penalty: 5258.527832
	Iteration 22Q: 3 clusters Score -7452538 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -7452593.000000 Penalty: 5258.527832
	Iteration 23Q: 3 clusters Score -7452593 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7452628.000000 Penalty: 5258.527832
	Iteration 24Q: 3 clusters Score -7452628 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -7452675.500000 Penalty: 5258.527832
	Iteration 25Q: 3 clusters Score -7452676 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -7452727.500000 Penalty: 5258.527832
	Iteration 26Q: 3 clusters Score -7452728 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -7452731.500000 Penalty: 5258.527832
	Iteration 27Q: 3 clusters Score -7452732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -7452772.500000 Penalty: 5258.527832
	Iteration 28Q: 3 clusters Score -7452772 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -7452796.000000 Penalty: 5258.527832
	Iteration 29Q: 3 clusters Score -7452796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -7452832.500000 Penalty: 5258.527832
	Iteration 30Q: 3 clusters Score -7452832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -7452843.500000 Penalty: 5258.527832
	Iteration 31Q: 3 clusters Score -7452844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -7452877.000000 Penalty: 5258.527832
	Iteration 32Q: 3 clusters Score -7452877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -7452878.500000 Penalty: 5258.527832
	Iteration 33Q: 3 clusters Score -7452878 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -7452866.000000 Penalty: 5258.527832
	Iteration 34Q: 3 clusters Score -7452866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -7452895.000000 Penalty: 5258.527832
	Iteration 35Q: 3 clusters Score -7452895 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -7452906.500000 Penalty: 5258.527832
	Iteration 36Q: 3 clusters Score -7452906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -7452920.000000 Penalty: 5258.527832
	Iteration 37Q: 3 clusters Score -7452920 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -7452941.000000 Penalty: 5258.527832
	Iteration 38Q: 3 clusters Score -7452941 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7452947.000000 Penalty: 5258.527832
	Iteration 39Q: 3 clusters Score -7452947 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7452959.000000 Penalty: 5258.527832
	Iteration 40F: 3 clusters Score -7452959 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -7452968.500000 Penalty: 5258.527832
	Iteration 41Q: 3 clusters Score -7452968 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -7452982.500000 Penalty: 5258.527832
	Iteration 42Q: 3 clusters Score -7452982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -7452970.500000 Penalty: 5258.527832
	Iteration 43Q: 3 clusters Score -7452970 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -7452966.000000 Penalty: 5258.527832
	Iteration 44Q: 3 clusters Score -7452966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -7452983.500000 Penalty: 5258.527832
	Iteration 45Q: 3 clusters Score -7452984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -7453006.000000 Penalty: 5258.527832
	Iteration 46Q: 3 clusters Score -7453006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 34923 members 
Entering Unmasked Estep 
Score: -7452993.000000 Penalty: 5258.527832
	Iteration 47Q: 3 clusters Score -7452993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7452984.000000 Penalty: 5258.527832
	Iteration 48Q: 3 clusters Score -7452984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -7452987.500000 Penalty: 5258.527832
	Iteration 49Q: 3 clusters Score -7452988 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -7453019.500000 Penalty: 5258.527832
	Iteration 50Q: 3 clusters Score -7453020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7453001.000000 Penalty: 5258.527832
	Iteration 51Q: 3 clusters Score -7453001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -7452999.500000 Penalty: 5258.527832
	Iteration 52Q: 3 clusters Score -7453000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7453002.500000 Penalty: 5258.527832
	Iteration 53Q: 3 clusters Score -7453002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -7453004.500000 Penalty: 5258.527832
	Iteration 54Q: 3 clusters Score -7453004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -7453014.500000 Penalty: 5258.527832
	Iteration 55Q: 3 clusters Score -7453014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -7453007.500000 Penalty: 5258.527832
	Iteration 56Q: 3 clusters Score -7453008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7452997.000000 Penalty: 5258.527832
	Iteration 57Q: 3 clusters Score -7452997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7452998.000000 Penalty: 5258.527832
	Iteration 58Q: 3 clusters Score -7452998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -7453003.000000 Penalty: 5258.527832
	Iteration 59Q: 3 clusters Score -7453003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -7452997.000000 Penalty: 5258.527832
	Iteration 60F: 3 clusters Score -7452997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -7453002.500000 Penalty: 5258.527832
	Iteration 61Q: 3 clusters Score -7453002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -7453002.500000 Penalty: 5258.527832
	Iteration 62F: 3 clusters Score -7453002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Entering Unmasked Estep 
Score: -8718143.000000 Penalty: 2665.819092
	Iteration 0F: 2 clusters Score -8718143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -8688683.000000 Penalty: 5331.638184
	Iteration 0F: 3 clusters Score -8688683 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8700214.000000 Penalty: 5331.638184
	Iteration 1F: 3 clusters Score -8700214 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8700610.000000 Penalty: 5331.638184
	Iteration 2Q: 3 clusters Score -8700610 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -8700989.000000 Penalty: 5331.638184
	Iteration 3Q: 3 clusters Score -8700989 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8701324.000000 Penalty: 5331.638184
	Iteration 4Q: 3 clusters Score -8701324 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8701792.000000 Penalty: 5331.638184
	Iteration 5Q: 3 clusters Score -8701792 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -8702464.000000 Penalty: 5331.638184
	Iteration 6Q: 3 clusters Score -8702464 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8703476.000000 Penalty: 5331.638184
	Iteration 7Q: 3 clusters Score -8703476 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8704892.000000 Penalty: 5331.638184
	Iteration 8Q: 3 clusters Score -8704892 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -8706718.000000 Penalty: 5331.638184
	Iteration 9F: 3 clusters Score -8706718 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8709073.000000 Penalty: 5331.638184
	Iteration 10F: 3 clusters Score -8709073 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -8711806.000000 Penalty: 5331.638184
	Iteration 11F: 3 clusters Score -8711806 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -8714329.000000 Penalty: 5331.638184
	Iteration 12F: 3 clusters Score -8714329 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -8715996.000000 Penalty: 5331.638184
	Iteration 13F: 3 clusters Score -8715996 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -8716895.000000 Penalty: 5331.638184
	Iteration 14Q: 3 clusters Score -8716895 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -8717479.000000 Penalty: 5331.638184
	Iteration 15Q: 3 clusters Score -8717479 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -8717870.000000 Penalty: 5331.638184
	Iteration 16Q: 3 clusters Score -8717870 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -8718102.000000 Penalty: 5331.638184
	Iteration 17Q: 3 clusters Score -8718102 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -8718208.000000 Penalty: 5331.638184
	Iteration 18Q: 3 clusters Score -8718208 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -8718278.000000 Penalty: 5331.638184
	Iteration 19Q: 3 clusters Score -8718278 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8718350.000000 Penalty: 5331.638184
	Iteration 20F: 3 clusters Score -8718350 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -8718372.000000 Penalty: 5331.638184
	Iteration 21Q: 3 clusters Score -8718372 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8718413.000000 Penalty: 5331.638184
	Iteration 22Q: 3 clusters Score -8718413 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8718439.000000 Penalty: 5331.638184
	Iteration 23Q: 3 clusters Score -8718439 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -8718469.000000 Penalty: 5331.638184
	Iteration 24Q: 3 clusters Score -8718469 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -8718505.000000 Penalty: 5331.638184
	Iteration 25Q: 3 clusters Score -8718505 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -8718499.000000 Penalty: 5331.638184
	Iteration 26Q: 3 clusters Score -8718499 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -8718510.000000 Penalty: 5331.638184
	Iteration 27Q: 3 clusters Score -8718510 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -8718543.000000 Penalty: 5331.638184
	Iteration 28Q: 3 clusters Score -8718543 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -8718579.000000 Penalty: 5331.638184
	Iteration 29Q: 3 clusters Score -8718579 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -8718553.000000 Penalty: 5331.638184
	Iteration 30Q: 3 clusters Score -8718553 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8718546.000000 Penalty: 5331.638184
	Iteration 31Q: 3 clusters Score -8718546 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8718532.000000 Penalty: 5331.638184
	Iteration 32Q: 3 clusters Score -8718532 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8718535.000000 Penalty: 5331.638184
	Iteration 33Q: 3 clusters Score -8718535 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8718518.000000 Penalty: 5331.638184
	Iteration 34Q: 3 clusters Score -8718518 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8718475.000000 Penalty: 5331.638184
	Iteration 35Q: 3 clusters Score -8718475 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -8718449.000000 Penalty: 5331.638184
	Iteration 36Q: 3 clusters Score -8718449 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -8718451.000000 Penalty: 5331.638184
	Iteration 37Q: 3 clusters Score -8718451 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -8718450.000000 Penalty: 5331.638184
	Iteration 38Q: 3 clusters Score -8718450 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8718433.000000 Penalty: 5331.638184
	Iteration 39Q: 3 clusters Score -8718433 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -8718424.000000 Penalty: 5331.638184
	Iteration 40F: 3 clusters Score -8718424 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -8718409.000000 Penalty: 5331.638184
	Iteration 41Q: 3 clusters Score -8718409 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8718419.000000 Penalty: 5331.638184
	Iteration 42Q: 3 clusters Score -8718419 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8718384.000000 Penalty: 5331.638184
	Iteration 43Q: 3 clusters Score -8718384 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -8718361.000000 Penalty: 5331.638184
	Iteration 44Q: 3 clusters Score -8718361 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -8718353.000000 Penalty: 5331.638184
	Iteration 45Q: 3 clusters Score -8718353 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8718339.000000 Penalty: 5331.638184
	Iteration 46Q: 3 clusters Score -8718339 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8718324.000000 Penalty: 5331.638184
	Iteration 47Q: 3 clusters Score -8718324 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8718284.000000 Penalty: 5331.638184
	Iteration 48Q: 3 clusters Score -8718284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -8718252.000000 Penalty: 5331.638184
	Iteration 49Q: 3 clusters Score -8718252 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42507 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -8718228.000000 Penalty: 5331.638184
	Iteration 50Q: 3 clusters Score -8718228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8718205.000000 Penalty: 5331.638184
	Iteration 51Q: 3 clusters Score -8718205 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -8718165.000000 Penalty: 5331.638184
	Iteration 52Q: 3 clusters Score -8718165 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8718120.000000 Penalty: 5331.638184
	Iteration 53Q: 3 clusters Score -8718120 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8718083.000000 Penalty: 5331.638184
	Iteration 54Q: 3 clusters Score -8718083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8718078.000000 Penalty: 5331.638184
	Iteration 55Q: 3 clusters Score -8718078 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -8718073.000000 Penalty: 5331.638184
	Iteration 56Q: 3 clusters Score -8718073 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8718050.000000 Penalty: 5331.638184
	Iteration 57Q: 3 clusters Score -8718050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43271 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -8718023.000000 Penalty: 5331.638184
	Iteration 58Q: 3 clusters Score -8718023 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8718004.000000 Penalty: 5331.638184
	Iteration 59Q: 3 clusters Score -8718004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -8717986.000000 Penalty: 5331.638184
	Iteration 60F: 3 clusters Score -8717986 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -8717968.000000 Penalty: 5331.638184
	Iteration 61Q: 3 clusters Score -8717968 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8717945.000000 Penalty: 5331.638184
	Iteration 62Q: 3 clusters Score -8717945 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8717932.000000 Penalty: 5331.638184
	Iteration 63Q: 3 clusters Score -8717932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -8717872.000000 Penalty: 5331.638184
	Iteration 64Q: 3 clusters Score -8717872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8717842.000000 Penalty: 5331.638184
	Iteration 65Q: 3 clusters Score -8717842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8717824.000000 Penalty: 5331.638184
	Iteration 66Q: 3 clusters Score -8717824 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8717798.000000 Penalty: 5331.638184
	Iteration 67Q: 3 clusters Score -8717798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8717762.000000 Penalty: 5331.638184
	Iteration 68Q: 3 clusters Score -8717762 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8717729.000000 Penalty: 5331.638184
	Iteration 69Q: 3 clusters Score -8717729 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8717716.000000 Penalty: 5331.638184
	Iteration 70Q: 3 clusters Score -8717716 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8717696.000000 Penalty: 5331.638184
	Iteration 71Q: 3 clusters Score -8717696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8717678.000000 Penalty: 5331.638184
	Iteration 72Q: 3 clusters Score -8717678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8717641.000000 Penalty: 5331.638184
	Iteration 73Q: 3 clusters Score -8717641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8717606.000000 Penalty: 5331.638184
	Iteration 74Q: 3 clusters Score -8717606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8717576.000000 Penalty: 5331.638184
	Iteration 75Q: 3 clusters Score -8717576 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8717551.000000 Penalty: 5331.638184
	Iteration 76Q: 3 clusters Score -8717551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8717551.000000 Penalty: 5331.638184
	Iteration 77Q: 3 clusters Score -8717551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8717537.000000 Penalty: 5331.638184
	Iteration 78Q: 3 clusters Score -8717537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8717522.000000 Penalty: 5331.638184
	Iteration 79Q: 3 clusters Score -8717522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8717520.000000 Penalty: 5331.638184
	Iteration 80F: 3 clusters Score -8717520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8717501.000000 Penalty: 5331.638184
	Iteration 81Q: 3 clusters Score -8717501 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -8717479.000000 Penalty: 5331.638184
	Iteration 82Q: 3 clusters Score -8717479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8717464.000000 Penalty: 5331.638184
	Iteration 83Q: 3 clusters Score -8717464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8717448.000000 Penalty: 5331.638184
	Iteration 84Q: 3 clusters Score -8717448 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8717441.000000 Penalty: 5331.638184
	Iteration 85Q: 3 clusters Score -8717441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8717406.000000 Penalty: 5331.638184
	Iteration 86Q: 3 clusters Score -8717406 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8717389.000000 Penalty: 5331.638184
	Iteration 87Q: 3 clusters Score -8717389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8717373.000000 Penalty: 5331.638184
	Iteration 88Q: 3 clusters Score -8717373 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8717339.000000 Penalty: 5331.638184
	Iteration 89Q: 3 clusters Score -8717339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45102 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8717323.000000 Penalty: 5331.638184
	Iteration 90Q: 3 clusters Score -8717323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8717307.000000 Penalty: 5331.638184
	Iteration 91Q: 3 clusters Score -8717307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8717316.000000 Penalty: 5331.638184
	Iteration 92Q: 3 clusters Score -8717316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8717314.000000 Penalty: 5331.638184
	Iteration 93Q: 3 clusters Score -8717314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8717302.000000 Penalty: 5331.638184
	Iteration 94Q: 3 clusters Score -8717302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8717305.000000 Penalty: 5331.638184
	Iteration 95Q: 3 clusters Score -8717305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8717289.000000 Penalty: 5331.638184
	Iteration 96Q: 3 clusters Score -8717289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8717284.000000 Penalty: 5331.638184
	Iteration 97Q: 3 clusters Score -8717284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -8717278.000000 Penalty: 5331.638184
	Iteration 98Q: 3 clusters Score -8717278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45235 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8717261.000000 Penalty: 5331.638184
	Iteration 99Q: 3 clusters Score -8717261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8717263.000000 Penalty: 5331.638184
	Iteration 100F: 3 clusters Score -8717263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8717245.000000 Penalty: 5331.638184
	Iteration 101Q: 3 clusters Score -8717245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8717232.000000 Penalty: 5331.638184
	Iteration 102Q: 3 clusters Score -8717232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8717214.000000 Penalty: 5331.638184
	Iteration 103Q: 3 clusters Score -8717214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8717210.000000 Penalty: 5331.638184
	Iteration 104Q: 3 clusters Score -8717210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8717204.000000 Penalty: 5331.638184
	Iteration 105Q: 3 clusters Score -8717204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8717204.000000 Penalty: 5331.638184
	Iteration 106Q: 3 clusters Score -8717204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8717206.000000 Penalty: 5331.638184
	Iteration 107Q: 3 clusters Score -8717206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8717211.000000 Penalty: 5331.638184
	Iteration 108Q: 3 clusters Score -8717211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8717197.000000 Penalty: 5331.638184
	Iteration 109Q: 3 clusters Score -8717197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8717193.000000 Penalty: 5331.638184
	Iteration 110Q: 3 clusters Score -8717193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8717203.000000 Penalty: 5331.638184
	Iteration 111Q: 3 clusters Score -8717203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8717208.000000 Penalty: 5331.638184
	Iteration 112Q: 3 clusters Score -8717208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8717203.000000 Penalty: 5331.638184
	Iteration 113Q: 3 clusters Score -8717203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8717204.000000 Penalty: 5331.638184
	Iteration 114Q: 3 clusters Score -8717204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8717201.000000 Penalty: 5331.638184
	Iteration 115Q: 3 clusters Score -8717201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8717189.000000 Penalty: 5331.638184
	Iteration 116Q: 3 clusters Score -8717189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8717177.000000 Penalty: 5331.638184
	Iteration 117Q: 3 clusters Score -8717177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8717173.000000 Penalty: 5331.638184
	Iteration 118Q: 3 clusters Score -8717173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8717167.000000 Penalty: 5331.638184
	Iteration 119Q: 3 clusters Score -8717167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8717172.000000 Penalty: 5331.638184
	Iteration 120F: 3 clusters Score -8717172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8717171.000000 Penalty: 5331.638184
	Iteration 121Q: 3 clusters Score -8717171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8717170.000000 Penalty: 5331.638184
	Iteration 122Q: 3 clusters Score -8717170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8717170.000000 Penalty: 5331.638184
	Iteration 123F: 3 clusters Score -8717170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 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 356 members 
Entering Unmasked Estep 
Score: -106574.898438 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106574.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106970.312500 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -106970.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107161.468750 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107161.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -107343.953125 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107508.875000 Penalty: 3269.470215
	Iteration 4F: 3 clusters Score -107508.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -107625.210938 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107625.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -107732.695312 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107732.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107908.359375 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107908.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107986.015625 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -108052.585938 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -108052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -108078.070312 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -108078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -108100.109375 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -108100.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108125.695312 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -108125.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108129.398438 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -108129.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -108131.187500 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -108131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108137.648438 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -108137.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -108137.648438 Penalty: 3269.470215
	Iteration 16F: 3 clusters Score -108137.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Entering Unmasked Estep 
Score: -9910660.000000 Penalty: 2696.239502
	Iteration 0F: 2 clusters Score -9910660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -9879669.000000 Penalty: 5392.479004
	Iteration 0F: 3 clusters Score -9879669 nChanged 24394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9893255.000000 Penalty: 5392.479004
	Iteration 1F: 3 clusters Score -9893255 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -9893878.000000 Penalty: 5392.479004
	Iteration 2Q: 3 clusters Score -9893878 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -9894644.000000 Penalty: 5392.479004
	Iteration 3Q: 3 clusters Score -9894644 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -9895756.000000 Penalty: 5392.479004
	Iteration 4Q: 3 clusters Score -9895756 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -9897300.000000 Penalty: 5392.479004
	Iteration 5F: 3 clusters Score -9897300 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -9899600.000000 Penalty: 5392.479004
	Iteration 6F: 3 clusters Score -9899600 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -9902308.000000 Penalty: 5392.479004
	Iteration 7F: 3 clusters Score -9902308 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -9904805.000000 Penalty: 5392.479004
	Iteration 8F: 3 clusters Score -9904805 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -9906548.000000 Penalty: 5392.479004
	Iteration 9F: 3 clusters Score -9906548 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9907585.000000 Penalty: 5392.479004
	Iteration 10Q: 3 clusters Score -9907585 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9907980.000000 Penalty: 5392.479004
	Iteration 11Q: 3 clusters Score -9907980 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -9908128.000000 Penalty: 5392.479004
	Iteration 12Q: 3 clusters Score -9908128 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9908290.000000 Penalty: 5392.479004
	Iteration 13Q: 3 clusters Score -9908290 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9908362.000000 Penalty: 5392.479004
	Iteration 14Q: 3 clusters Score -9908362 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52131 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9908407.000000 Penalty: 5392.479004
	Iteration 15Q: 3 clusters Score -9908407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52171 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9908444.000000 Penalty: 5392.479004
	Iteration 16Q: 3 clusters Score -9908444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9908470.000000 Penalty: 5392.479004
	Iteration 17Q: 3 clusters Score -9908470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9908473.000000 Penalty: 5392.479004
	Iteration 18Q: 3 clusters Score -9908473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9908496.000000 Penalty: 5392.479004
	Iteration 19Q: 3 clusters Score -9908496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -9908515.000000 Penalty: 5392.479004
	Iteration 20F: 3 clusters Score -9908515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9908518.000000 Penalty: 5392.479004
	Iteration 21Q: 3 clusters Score -9908518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9908508.000000 Penalty: 5392.479004
	Iteration 22Q: 3 clusters Score -9908508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9908513.000000 Penalty: 5392.479004
	Iteration 23Q: 3 clusters Score -9908513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9908511.000000 Penalty: 5392.479004
	Iteration 24Q: 3 clusters Score -9908511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9908521.000000 Penalty: 5392.479004
	Iteration 25Q: 3 clusters Score -9908521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9908512.000000 Penalty: 5392.479004
	Iteration 26Q: 3 clusters Score -9908512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9908510.000000 Penalty: 5392.479004
	Iteration 27Q: 3 clusters Score -9908510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52266 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9908515.000000 Penalty: 5392.479004
	Iteration 28Q: 3 clusters Score -9908515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9908521.000000 Penalty: 5392.479004
	Iteration 29Q: 3 clusters Score -9908521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9908519.000000 Penalty: 5392.479004
	Iteration 30Q: 3 clusters Score -9908519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9908517.000000 Penalty: 5392.479004
	Iteration 31Q: 3 clusters Score -9908517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9908517.000000 Penalty: 5392.479004
	Iteration 32F: 3 clusters Score -9908517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Entering Unmasked Estep 
Score: -5258311.000000 Penalty: 2543.071289
	Iteration 0F: 2 clusters Score -5258311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -5238778.000000 Penalty: 5086.142578
	Iteration 0F: 3 clusters Score -5238778 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5245819.000000 Penalty: 5086.142578
	Iteration 1F: 3 clusters Score -5245819 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -5246338.000000 Penalty: 5086.142578
	Iteration 2F: 3 clusters Score -5246338 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -5246864.000000 Penalty: 5086.142578
	Iteration 3Q: 3 clusters Score -5246864 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -5247476.500000 Penalty: 5086.142578
	Iteration 4Q: 3 clusters Score -5247476 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -5248137.000000 Penalty: 5086.142578
	Iteration 5F: 3 clusters Score -5248137 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5248971.000000 Penalty: 5086.142578
	Iteration 6F: 3 clusters Score -5248971 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5249973.500000 Penalty: 5086.142578
	Iteration 7F: 3 clusters Score -5249974 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5251185.500000 Penalty: 5086.142578
	Iteration 8F: 3 clusters Score -5251186 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -5252573.000000 Penalty: 5086.142578
	Iteration 9F: 3 clusters Score -5252573 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -5254009.500000 Penalty: 5086.142578
	Iteration 10Q: 3 clusters Score -5254010 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -5255179.500000 Penalty: 5086.142578
	Iteration 11Q: 3 clusters Score -5255180 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5255758.500000 Penalty: 5086.142578
	Iteration 12Q: 3 clusters Score -5255758 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -5255979.500000 Penalty: 5086.142578
	Iteration 13Q: 3 clusters Score -5255980 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -5256074.500000 Penalty: 5086.142578
	Iteration 14Q: 3 clusters Score -5256074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -5256154.500000 Penalty: 5086.142578
	Iteration 15Q: 3 clusters Score -5256154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -5256187.500000 Penalty: 5086.142578
	Iteration 16Q: 3 clusters Score -5256188 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -5256206.000000 Penalty: 5086.142578
	Iteration 17Q: 3 clusters Score -5256206 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5256230.000000 Penalty: 5086.142578
	Iteration 18Q: 3 clusters Score -5256230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -5256235.000000 Penalty: 5086.142578
	Iteration 19Q: 3 clusters Score -5256235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -5256253.500000 Penalty: 5086.142578
	Iteration 20F: 3 clusters Score -5256254 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -5256270.500000 Penalty: 5086.142578
	Iteration 21Q: 3 clusters Score -5256270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -5256293.500000 Penalty: 5086.142578
	Iteration 22Q: 3 clusters Score -5256294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5256296.500000 Penalty: 5086.142578
	Iteration 23Q: 3 clusters Score -5256296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 24224 members 
Entering Unmasked Estep 
Score: -5256316.500000 Penalty: 5086.142578
	Iteration 24Q: 3 clusters Score -5256316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -5256318.500000 Penalty: 5086.142578
	Iteration 25Q: 3 clusters Score -5256318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -5256325.000000 Penalty: 5086.142578
	Iteration 26Q: 3 clusters Score -5256325 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -5256337.500000 Penalty: 5086.142578
	Iteration 27Q: 3 clusters Score -5256338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5256346.000000 Penalty: 5086.142578
	Iteration 28Q: 3 clusters Score -5256346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -5256345.500000 Penalty: 5086.142578
	Iteration 29Q: 3 clusters Score -5256346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -5256349.000000 Penalty: 5086.142578
	Iteration 30Q: 3 clusters Score -5256349 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5256348.000000 Penalty: 5086.142578
	Iteration 31Q: 3 clusters Score -5256348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -5256344.000000 Penalty: 5086.142578
	Iteration 32Q: 3 clusters Score -5256344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -5256346.500000 Penalty: 5086.142578
	Iteration 33Q: 3 clusters Score -5256346 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -5256340.500000 Penalty: 5086.142578
	Iteration 34Q: 3 clusters Score -5256340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -5256349.500000 Penalty: 5086.142578
	Iteration 35Q: 3 clusters Score -5256350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -5256356.000000 Penalty: 5086.142578
	Iteration 36Q: 3 clusters Score -5256356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5256358.500000 Penalty: 5086.142578
	Iteration 37Q: 3 clusters Score -5256358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5256350.000000 Penalty: 5086.142578
	Iteration 38Q: 3 clusters Score -5256350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5256358.000000 Penalty: 5086.142578
	Iteration 39Q: 3 clusters Score -5256358 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5256356.500000 Penalty: 5086.142578
	Iteration 40F: 3 clusters Score -5256356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5256360.500000 Penalty: 5086.142578
	Iteration 41Q: 3 clusters Score -5256360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5256365.000000 Penalty: 5086.142578
	Iteration 42Q: 3 clusters Score -5256365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5256371.500000 Penalty: 5086.142578
	Iteration 43Q: 3 clusters Score -5256372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5256370.500000 Penalty: 5086.142578
	Iteration 44Q: 3 clusters Score -5256370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -5256373.500000 Penalty: 5086.142578
	Iteration 45Q: 3 clusters Score -5256374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -5256367.000000 Penalty: 5086.142578
	Iteration 46Q: 3 clusters Score -5256367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -5256369.000000 Penalty: 5086.142578
	Iteration 47Q: 3 clusters Score -5256369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -5256374.500000 Penalty: 5086.142578
	Iteration 48Q: 3 clusters Score -5256374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5256375.500000 Penalty: 5086.142578
	Iteration 49Q: 3 clusters Score -5256376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -5256371.000000 Penalty: 5086.142578
	Iteration 50Q: 3 clusters Score -5256371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -5256375.000000 Penalty: 5086.142578
	Iteration 51Q: 3 clusters Score -5256375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -5256381.500000 Penalty: 5086.142578
	Iteration 52Q: 3 clusters Score -5256382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5256379.000000 Penalty: 5086.142578
	Iteration 53Q: 3 clusters Score -5256379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5256380.000000 Penalty: 5086.142578
	Iteration 54Q: 3 clusters Score -5256380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -5256377.500000 Penalty: 5086.142578
	Iteration 55Q: 3 clusters Score -5256378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5256377.500000 Penalty: 5086.142578
	Iteration 56Q: 3 clusters Score -5256378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5256376.000000 Penalty: 5086.142578
	Iteration 57Q: 3 clusters Score -5256376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -5256375.000000 Penalty: 5086.142578
	Iteration 58Q: 3 clusters Score -5256375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -5256370.000000 Penalty: 5086.142578
	Iteration 59Q: 3 clusters Score -5256370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -5256378.500000 Penalty: 5086.142578
	Iteration 60F: 3 clusters Score -5256378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -5256378.000000 Penalty: 5086.142578
	Iteration 61Q: 3 clusters Score -5256378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -5256379.000000 Penalty: 5086.142578
	Iteration 62Q: 3 clusters Score -5256379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5256374.500000 Penalty: 5086.142578
	Iteration 63Q: 3 clusters Score -5256374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -5256382.500000 Penalty: 5086.142578
	Iteration 64Q: 3 clusters Score -5256382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -5256392.500000 Penalty: 5086.142578
	Iteration 65Q: 3 clusters Score -5256392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -5256406.500000 Penalty: 5086.142578
	Iteration 66Q: 3 clusters Score -5256406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -5256403.500000 Penalty: 5086.142578
	Iteration 67Q: 3 clusters Score -5256404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -5256406.500000 Penalty: 5086.142578
	Iteration 68Q: 3 clusters Score -5256406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -5256406.500000 Penalty: 5086.142578
	Iteration 69Q: 3 clusters Score -5256406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5256396.500000 Penalty: 5086.142578
	Iteration 70Q: 3 clusters Score -5256396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -5256406.500000 Penalty: 5086.142578
	Iteration 71Q: 3 clusters Score -5256406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5256403.000000 Penalty: 5086.142578
	Iteration 72Q: 3 clusters Score -5256403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -5256399.000000 Penalty: 5086.142578
	Iteration 73Q: 3 clusters Score -5256399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5256401.500000 Penalty: 5086.142578
	Iteration 74Q: 3 clusters Score -5256402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -5256401.500000 Penalty: 5086.142578
	Iteration 75F: 3 clusters Score -5256402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104290.093750 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104290.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104930.273438 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104930.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105214.804688 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105214.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105354.812500 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105425.132812 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105425.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105492.992188 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105493 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105543.695312 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105543.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105577.812500 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105577.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -105624.015625 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105684.804688 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105754.750000 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105754.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105797.281250 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105797.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105820.148438 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105820.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105836.351562 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105836.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105841.984375 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -105842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105868.914062 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -105868.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105871.976562 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -105872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105876.460938 Penalty: 3336.211914
	Iteration 17Q: 3 clusters Score -105876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105877.679688 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -105877.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105877.679688 Penalty: 3336.211914
	Iteration 19F: 3 clusters Score -105877.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Entering Unmasked Estep 
Score: -4738018.500000 Penalty: 2514.274414
	Iteration 0F: 2 clusters Score -4738018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -4720574.500000 Penalty: 5028.548828
	Iteration 0F: 3 clusters Score -4720574 nChanged 11231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4726614.500000 Penalty: 5028.548828
	Iteration 1F: 3 clusters Score -4726614 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -4727002.500000 Penalty: 5028.548828
	Iteration 2Q: 3 clusters Score -4727002 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -4727404.000000 Penalty: 5028.548828
	Iteration 3Q: 3 clusters Score -4727404 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -4727800.500000 Penalty: 5028.548828
	Iteration 4Q: 3 clusters Score -4727800 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -4728312.500000 Penalty: 5028.548828
	Iteration 5Q: 3 clusters Score -4728312 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -4728979.500000 Penalty: 5028.548828
	Iteration 6Q: 3 clusters Score -4728980 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4729921.500000 Penalty: 5028.548828
	Iteration 7F: 3 clusters Score -4729922 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -4731162.500000 Penalty: 5028.548828
	Iteration 8F: 3 clusters Score -4731162 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -4732521.000000 Penalty: 5028.548828
	Iteration 9F: 3 clusters Score -4732521 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4733771.500000 Penalty: 5028.548828
	Iteration 10F: 3 clusters Score -4733772 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4734720.500000 Penalty: 5028.548828
	Iteration 11Q: 3 clusters Score -4734720 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4735258.000000 Penalty: 5028.548828
	Iteration 12Q: 3 clusters Score -4735258 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4735494.000000 Penalty: 5028.548828
	Iteration 13Q: 3 clusters Score -4735494 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4735627.500000 Penalty: 5028.548828
	Iteration 14Q: 3 clusters Score -4735628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4735690.000000 Penalty: 5028.548828
	Iteration 15Q: 3 clusters Score -4735690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4735729.500000 Penalty: 5028.548828
	Iteration 16Q: 3 clusters Score -4735730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4735759.000000 Penalty: 5028.548828
	Iteration 17Q: 3 clusters Score -4735759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4735764.000000 Penalty: 5028.548828
	Iteration 18Q: 3 clusters Score -4735764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4735768.000000 Penalty: 5028.548828
	Iteration 19Q: 3 clusters Score -4735768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4735770.500000 Penalty: 5028.548828
	Iteration 20F: 3 clusters Score -4735770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4735770.500000 Penalty: 5028.548828
	Iteration 21Q: 3 clusters Score -4735770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4735774.500000 Penalty: 5028.548828
	Iteration 22Q: 3 clusters Score -4735774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4735778.500000 Penalty: 5028.548828
	Iteration 23Q: 3 clusters Score -4735778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4735778.500000 Penalty: 5028.548828
	Iteration 24F: 3 clusters Score -4735778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Entering Unmasked Estep 
Score: -4862794.000000 Penalty: 2528.184082
	Iteration 0F: 2 clusters Score -4862794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -4844314.000000 Penalty: 5056.368164
	Iteration 0F: 3 clusters Score -4844314 nChanged 11929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4850980.500000 Penalty: 5056.368164
	Iteration 1F: 3 clusters Score -4850980 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -4851573.000000 Penalty: 5056.368164
	Iteration 2F: 3 clusters Score -4851573 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -4852257.500000 Penalty: 5056.368164
	Iteration 3F: 3 clusters Score -4852258 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -4853101.500000 Penalty: 5056.368164
	Iteration 4F: 3 clusters Score -4853102 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4854093.000000 Penalty: 5056.368164
	Iteration 5F: 3 clusters Score -4854093 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4855319.000000 Penalty: 5056.368164
	Iteration 6F: 3 clusters Score -4855319 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4856652.000000 Penalty: 5056.368164
	Iteration 7F: 3 clusters Score -4856652 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4857786.000000 Penalty: 5056.368164
	Iteration 8F: 3 clusters Score -4857786 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -4858780.000000 Penalty: 5056.368164
	Iteration 9Q: 3 clusters Score -4858780 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4859467.500000 Penalty: 5056.368164
	Iteration 10Q: 3 clusters Score -4859468 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -4859964.500000 Penalty: 5056.368164
	Iteration 11Q: 3 clusters Score -4859964 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -4860241.500000 Penalty: 5056.368164
	Iteration 12Q: 3 clusters Score -4860242 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -4860377.500000 Penalty: 5056.368164
	Iteration 13Q: 3 clusters Score -4860378 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -4860474.500000 Penalty: 5056.368164
	Iteration 14Q: 3 clusters Score -4860474 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -4860544.500000 Penalty: 5056.368164
	Iteration 15Q: 3 clusters Score -4860544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4860570.500000 Penalty: 5056.368164
	Iteration 16Q: 3 clusters Score -4860570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4860600.000000 Penalty: 5056.368164
	Iteration 17Q: 3 clusters Score -4860600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -4860614.000000 Penalty: 5056.368164
	Iteration 18Q: 3 clusters Score -4860614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -4860618.500000 Penalty: 5056.368164
	Iteration 19Q: 3 clusters Score -4860618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -4860618.500000 Penalty: 5056.368164
	Iteration 20F: 3 clusters Score -4860618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -4860624.000000 Penalty: 5056.368164
	Iteration 21Q: 3 clusters Score -4860624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -4860625.500000 Penalty: 5056.368164
	Iteration 22Q: 3 clusters Score -4860626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4860628.500000 Penalty: 5056.368164
	Iteration 23Q: 3 clusters Score -4860628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -4860628.500000 Penalty: 5056.368164
	Iteration 24F: 3 clusters Score -4860628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Entering Unmasked Estep 
Score: -8053229.000000 Penalty: 2645.629883
	Iteration 0F: 2 clusters Score -8053229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8024689.000000 Penalty: 5291.259766
	Iteration 0F: 3 clusters Score -8024689 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8035852.000000 Penalty: 5291.259766
	Iteration 1F: 3 clusters Score -8035852 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8036658.500000 Penalty: 5291.259766
	Iteration 2Q: 3 clusters Score -8036658 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8037562.500000 Penalty: 5291.259766
	Iteration 3Q: 3 clusters Score -8037562 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -8038624.500000 Penalty: 5291.259766
	Iteration 4F: 3 clusters Score -8038624 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -8040133.000000 Penalty: 5291.259766
	Iteration 5F: 3 clusters Score -8040133 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -8042093.500000 Penalty: 5291.259766
	Iteration 6F: 3 clusters Score -8042094 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -8044439.000000 Penalty: 5291.259766
	Iteration 7F: 3 clusters Score -8044439 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -8046926.500000 Penalty: 5291.259766
	Iteration 8F: 3 clusters Score -8046926 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -8048601.000000 Penalty: 5291.259766
	Iteration 9Q: 3 clusters Score -8048601 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -8049386.500000 Penalty: 5291.259766
	Iteration 10Q: 3 clusters Score -8049386 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -8049721.500000 Penalty: 5291.259766
	Iteration 11Q: 3 clusters Score -8049722 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -8049941.500000 Penalty: 5291.259766
	Iteration 12Q: 3 clusters Score -8049942 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -8050115.500000 Penalty: 5291.259766
	Iteration 13Q: 3 clusters Score -8050116 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -8050236.000000 Penalty: 5291.259766
	Iteration 14Q: 3 clusters Score -8050236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -8050339.500000 Penalty: 5291.259766
	Iteration 15Q: 3 clusters Score -8050340 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -8050433.000000 Penalty: 5291.259766
	Iteration 16Q: 3 clusters Score -8050433 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -8050494.500000 Penalty: 5291.259766
	Iteration 17Q: 3 clusters Score -8050494 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -8050545.500000 Penalty: 5291.259766
	Iteration 18Q: 3 clusters Score -8050546 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -8050612.000000 Penalty: 5291.259766
	Iteration 19Q: 3 clusters Score -8050612 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -8050638.500000 Penalty: 5291.259766
	Iteration 20F: 3 clusters Score -8050638 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8050718.000000 Penalty: 5291.259766
	Iteration 21Q: 3 clusters Score -8050718 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -8050738.000000 Penalty: 5291.259766
	Iteration 22Q: 3 clusters Score -8050738 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -8050760.000000 Penalty: 5291.259766
	Iteration 23Q: 3 clusters Score -8050760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -8050803.000000 Penalty: 5291.259766
	Iteration 24Q: 3 clusters Score -8050803 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8050829.000000 Penalty: 5291.259766
	Iteration 25Q: 3 clusters Score -8050829 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -8050856.000000 Penalty: 5291.259766
	Iteration 26Q: 3 clusters Score -8050856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8050877.500000 Penalty: 5291.259766
	Iteration 27Q: 3 clusters Score -8050878 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -8050891.000000 Penalty: 5291.259766
	Iteration 28Q: 3 clusters Score -8050891 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -8050902.500000 Penalty: 5291.259766
	Iteration 29Q: 3 clusters Score -8050902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -8050908.500000 Penalty: 5291.259766
	Iteration 30Q: 3 clusters Score -8050908 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -8050945.500000 Penalty: 5291.259766
	Iteration 31Q: 3 clusters Score -8050946 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -8050976.000000 Penalty: 5291.259766
	Iteration 32Q: 3 clusters Score -8050976 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -8051012.000000 Penalty: 5291.259766
	Iteration 33Q: 3 clusters Score -8051012 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 38590 members 
Entering Unmasked Estep 
Score: -8051057.000000 Penalty: 5291.259766
	Iteration 34Q: 3 clusters Score -8051057 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8051060.000000 Penalty: 5291.259766
	Iteration 35Q: 3 clusters Score -8051060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -8051074.000000 Penalty: 5291.259766
	Iteration 36Q: 3 clusters Score -8051074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -8051085.000000 Penalty: 5291.259766
	Iteration 37Q: 3 clusters Score -8051085 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -8051076.500000 Penalty: 5291.259766
	Iteration 38Q: 3 clusters Score -8051076 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -8051116.000000 Penalty: 5291.259766
	Iteration 39Q: 3 clusters Score -8051116 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -8051141.500000 Penalty: 5291.259766
	Iteration 40F: 3 clusters Score -8051142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -8051184.500000 Penalty: 5291.259766
	Iteration 41Q: 3 clusters Score -8051184 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8051176.500000 Penalty: 5291.259766
	Iteration 42Q: 3 clusters Score -8051176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 39596 members 
Entering Unmasked Estep 
Score: -8051186.500000 Penalty: 5291.259766
	Iteration 43Q: 3 clusters Score -8051186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8051213.500000 Penalty: 5291.259766
	Iteration 44Q: 3 clusters Score -8051214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8051219.500000 Penalty: 5291.259766
	Iteration 45Q: 3 clusters Score -8051220 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8051248.500000 Penalty: 5291.259766
	Iteration 46Q: 3 clusters Score -8051248 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -8051265.500000 Penalty: 5291.259766
	Iteration 47Q: 3 clusters Score -8051266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -8051257.000000 Penalty: 5291.259766
	Iteration 48Q: 3 clusters Score -8051257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8051253.500000 Penalty: 5291.259766
	Iteration 49Q: 3 clusters Score -8051254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -8051260.500000 Penalty: 5291.259766
	Iteration 50Q: 3 clusters Score -8051260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -8051262.000000 Penalty: 5291.259766
	Iteration 51Q: 3 clusters Score -8051262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8051262.500000 Penalty: 5291.259766
	Iteration 52Q: 3 clusters Score -8051262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -8051267.500000 Penalty: 5291.259766
	Iteration 53Q: 3 clusters Score -8051268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -8051287.500000 Penalty: 5291.259766
	Iteration 54Q: 3 clusters Score -8051288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -8051298.000000 Penalty: 5291.259766
	Iteration 55Q: 3 clusters Score -8051298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -8051304.500000 Penalty: 5291.259766
	Iteration 56Q: 3 clusters Score -8051304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -8051303.500000 Penalty: 5291.259766
	Iteration 57Q: 3 clusters Score -8051304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8051315.000000 Penalty: 5291.259766
	Iteration 58Q: 3 clusters Score -8051315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8051322.000000 Penalty: 5291.259766
	Iteration 59Q: 3 clusters Score -8051322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -8051326.500000 Penalty: 5291.259766
	Iteration 60F: 3 clusters Score -8051326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -8051330.000000 Penalty: 5291.259766
	Iteration 61Q: 3 clusters Score -8051330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -8051340.500000 Penalty: 5291.259766
	Iteration 62Q: 3 clusters Score -8051340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -8051330.500000 Penalty: 5291.259766
	Iteration 63Q: 3 clusters Score -8051330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
Score: -8051342.000000 Penalty: 5291.259766
	Iteration 64Q: 3 clusters Score -8051342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
Score: -8051347.500000 Penalty: 5291.259766
	Iteration 65Q: 3 clusters Score -8051348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -8051347.000000 Penalty: 5291.259766
	Iteration 66Q: 3 clusters Score -8051347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -8051357.500000 Penalty: 5291.259766
	Iteration 67Q: 3 clusters Score -8051358 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -8051346.000000 Penalty: 5291.259766
	Iteration 68Q: 3 clusters Score -8051346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8051342.000000 Penalty: 5291.259766
	Iteration 69Q: 3 clusters Score -8051342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -8051365.500000 Penalty: 5291.259766
	Iteration 70Q: 3 clusters Score -8051366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -8051363.500000 Penalty: 5291.259766
	Iteration 71Q: 3 clusters Score -8051364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8051375.000000 Penalty: 5291.259766
	Iteration 72Q: 3 clusters Score -8051375 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -8051367.500000 Penalty: 5291.259766
	Iteration 73Q: 3 clusters Score -8051368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8051374.500000 Penalty: 5291.259766
	Iteration 74Q: 3 clusters Score -8051374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -8051381.000000 Penalty: 5291.259766
	Iteration 75Q: 3 clusters Score -8051381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -8051386.000000 Penalty: 5291.259766
	Iteration 76Q: 3 clusters Score -8051386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -8051376.500000 Penalty: 5291.259766
	Iteration 77Q: 3 clusters Score -8051376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -8051384.000000 Penalty: 5291.259766
	Iteration 78Q: 3 clusters Score -8051384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8051378.500000 Penalty: 5291.259766
	Iteration 79Q: 3 clusters Score -8051378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8051378.500000 Penalty: 5291.259766
	Iteration 80F: 3 clusters Score -8051378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (35581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Entering Unmasked Estep 
Score: -6622783.000000 Penalty: 2598.932861
	Iteration 0F: 2 clusters Score -6622783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -6598909.000000 Penalty: 5197.865723
	Iteration 0F: 3 clusters Score -6598909 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -6607911.500000 Penalty: 5197.865723
	Iteration 1F: 3 clusters Score -6607912 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6608684.000000 Penalty: 5197.865723
	Iteration 2F: 3 clusters Score -6608684 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -6609664.500000 Penalty: 5197.865723
	Iteration 3F: 3 clusters Score -6609664 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -6611024.000000 Penalty: 5197.865723
	Iteration 4F: 3 clusters Score -6611024 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -6612841.000000 Penalty: 5197.865723
	Iteration 5F: 3 clusters Score -6612841 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -6615181.000000 Penalty: 5197.865723
	Iteration 6F: 3 clusters Score -6615181 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -6617558.500000 Penalty: 5197.865723
	Iteration 7F: 3 clusters Score -6617558 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -6619139.000000 Penalty: 5197.865723
	Iteration 8Q: 3 clusters Score -6619139 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -6619918.500000 Penalty: 5197.865723
	Iteration 9Q: 3 clusters Score -6619918 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6620208.000000 Penalty: 5197.865723
	Iteration 10Q: 3 clusters Score -6620208 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -6620301.000000 Penalty: 5197.865723
	Iteration 11Q: 3 clusters Score -6620301 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6620382.500000 Penalty: 5197.865723
	Iteration 12Q: 3 clusters Score -6620382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -6620438.500000 Penalty: 5197.865723
	Iteration 13Q: 3 clusters Score -6620438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -6620492.500000 Penalty: 5197.865723
	Iteration 14Q: 3 clusters Score -6620492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -6620509.000000 Penalty: 5197.865723
	Iteration 15Q: 3 clusters Score -6620509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6620515.000000 Penalty: 5197.865723
	Iteration 16Q: 3 clusters Score -6620515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -6620517.500000 Penalty: 5197.865723
	Iteration 17Q: 3 clusters Score -6620518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6620529.500000 Penalty: 5197.865723
	Iteration 18Q: 3 clusters Score -6620530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -6620539.500000 Penalty: 5197.865723
	Iteration 19Q: 3 clusters Score -6620540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -6620540.000000 Penalty: 5197.865723
	Iteration 20F: 3 clusters Score -6620540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6620540.500000 Penalty: 5197.865723
	Iteration 21Q: 3 clusters Score -6620540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -6620540.500000 Penalty: 5197.865723
	Iteration 22F: 3 clusters Score -6620540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -1113656.250000 Penalty: 2156.070312
	Iteration 0F: 2 clusters Score -1113656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1108532.625000 Penalty: 4312.140625
	Iteration 0F: 3 clusters Score -1108533 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1109798.125000 Penalty: 4312.140625
	Iteration 1F: 3 clusters Score -1109798 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1109984.625000 Penalty: 4312.140625
	Iteration 2F: 3 clusters Score -1109985 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1110112.375000 Penalty: 4312.140625
	Iteration 3Q: 3 clusters Score -1110112 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1110214.250000 Penalty: 4312.140625
	Iteration 4Q: 3 clusters Score -1110214 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1110283.125000 Penalty: 4312.140625
	Iteration 5Q: 3 clusters Score -1110283 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1110331.625000 Penalty: 4312.140625
	Iteration 6Q: 3 clusters Score -1110332 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1110360.000000 Penalty: 4312.140625
	Iteration 7Q: 3 clusters Score -1110360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1110382.875000 Penalty: 4312.140625
	Iteration 8Q: 3 clusters Score -1110383 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1110404.250000 Penalty: 4312.140625
	Iteration 9Q: 3 clusters Score -1110404 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1110432.000000 Penalty: 4312.140625
	Iteration 10Q: 3 clusters Score -1110432 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1110469.750000 Penalty: 4312.140625
	Iteration 11Q: 3 clusters Score -1110470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1110500.500000 Penalty: 4312.140625
	Iteration 12Q: 3 clusters Score -1110500 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1110523.500000 Penalty: 4312.140625
	Iteration 13Q: 3 clusters Score -1110524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1110554.000000 Penalty: 4312.140625
	Iteration 14Q: 3 clusters Score -1110554 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1110576.750000 Penalty: 4312.140625
	Iteration 15Q: 3 clusters Score -1110577 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1110604.500000 Penalty: 4312.140625
	Iteration 16Q: 3 clusters Score -1110604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1110624.875000 Penalty: 4312.140625
	Iteration 17Q: 3 clusters Score -1110625 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1110646.125000 Penalty: 4312.140625
	Iteration 18Q: 3 clusters Score -1110646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1110661.625000 Penalty: 4312.140625
	Iteration 19Q: 3 clusters Score -1110662 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1110676.875000 Penalty: 4312.140625
	Iteration 20F: 3 clusters Score -1110677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1110692.000000 Penalty: 4312.140625
	Iteration 21Q: 3 clusters Score -1110692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1110706.125000 Penalty: 4312.140625
	Iteration 22Q: 3 clusters Score -1110706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1110724.000000 Penalty: 4312.140625
	Iteration 23Q: 3 clusters Score -1110724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1110736.875000 Penalty: 4312.140625
	Iteration 24Q: 3 clusters Score -1110737 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1110759.375000 Penalty: 4312.140625
	Iteration 25Q: 3 clusters Score -1110759 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1110786.000000 Penalty: 4312.140625
	Iteration 26Q: 3 clusters Score -1110786 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1110814.250000 Penalty: 4312.140625
	Iteration 27Q: 3 clusters Score -1110814 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1110841.625000 Penalty: 4312.140625
	Iteration 28Q: 3 clusters Score -1110842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1110876.250000 Penalty: 4312.140625
	Iteration 29Q: 3 clusters Score -1110876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1110913.750000 Penalty: 4312.140625
	Iteration 30Q: 3 clusters Score -1110914 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1110948.125000 Penalty: 4312.140625
	Iteration 31Q: 3 clusters Score -1110948 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1110978.625000 Penalty: 4312.140625
	Iteration 32Q: 3 clusters Score -1110979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1111006.250000 Penalty: 4312.140625
	Iteration 33Q: 3 clusters Score -1111006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1111036.250000 Penalty: 4312.140625
	Iteration 34Q: 3 clusters Score -1111036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1111076.875000 Penalty: 4312.140625
	Iteration 35Q: 3 clusters Score -1111077 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1111125.875000 Penalty: 4312.140625
	Iteration 36Q: 3 clusters Score -1111126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1111172.000000 Penalty: 4312.140625
	Iteration 37Q: 3 clusters Score -1111172 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1111215.875000 Penalty: 4312.140625
	Iteration 38Q: 3 clusters Score -1111216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1111251.125000 Penalty: 4312.140625
	Iteration 39Q: 3 clusters Score -1111251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1111294.875000 Penalty: 4312.140625
	Iteration 40F: 3 clusters Score -1111295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1111340.000000 Penalty: 4312.140625
	Iteration 41Q: 3 clusters Score -1111340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1111364.875000 Penalty: 4312.140625
	Iteration 42Q: 3 clusters Score -1111365 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1111385.875000 Penalty: 4312.140625
	Iteration 43Q: 3 clusters Score -1111386 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1111418.375000 Penalty: 4312.140625
	Iteration 44Q: 3 clusters Score -1111418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1111454.625000 Penalty: 4312.140625
	Iteration 45Q: 3 clusters Score -1111455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1111489.250000 Penalty: 4312.140625
	Iteration 46Q: 3 clusters Score -1111489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1111515.625000 Penalty: 4312.140625
	Iteration 47Q: 3 clusters Score -1111516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1111541.375000 Penalty: 4312.140625
	Iteration 48Q: 3 clusters Score -1111541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1111557.000000 Penalty: 4312.140625
	Iteration 49Q: 3 clusters Score -1111557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1111572.125000 Penalty: 4312.140625
	Iteration 50Q: 3 clusters Score -1111572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1111585.875000 Penalty: 4312.140625
	Iteration 51Q: 3 clusters Score -1111586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1111596.250000 Penalty: 4312.140625
	Iteration 52Q: 3 clusters Score -1111596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1111609.750000 Penalty: 4312.140625
	Iteration 53Q: 3 clusters Score -1111610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1111626.000000 Penalty: 4312.140625
	Iteration 54Q: 3 clusters Score -1111626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1111644.375000 Penalty: 4312.140625
	Iteration 55Q: 3 clusters Score -1111644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1111653.250000 Penalty: 4312.140625
	Iteration 56Q: 3 clusters Score -1111653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1111660.000000 Penalty: 4312.140625
	Iteration 57Q: 3 clusters Score -1111660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1111662.375000 Penalty: 4312.140625
	Iteration 58Q: 3 clusters Score -1111662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1111668.250000 Penalty: 4312.140625
	Iteration 59Q: 3 clusters Score -1111668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1111669.750000 Penalty: 4312.140625
	Iteration 60F: 3 clusters Score -1111670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1111669.750000 Penalty: 4312.140625
	Iteration 61Q: 3 clusters Score -1111670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1111673.625000 Penalty: 4312.140625
	Iteration 62Q: 3 clusters Score -1111674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1111672.750000 Penalty: 4312.140625
	Iteration 63Q: 3 clusters Score -1111673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1111674.125000 Penalty: 4312.140625
	Iteration 64Q: 3 clusters Score -1111674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1111675.500000 Penalty: 4312.140625
	Iteration 65Q: 3 clusters Score -1111676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1111675.500000 Penalty: 4312.140625
	Iteration 66F: 3 clusters Score -1111676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Entering Unmasked Estep 
Score: -9139364.000000 Penalty: 2676.909180
	Iteration 0F: 2 clusters Score -9139364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -9109535.000000 Penalty: 5353.818359
	Iteration 0F: 3 clusters Score -9109535 nChanged 22497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -9121962.000000 Penalty: 5353.818359
	Iteration 1F: 3 clusters Score -9121962 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -9122495.000000 Penalty: 5353.818359
	Iteration 2Q: 3 clusters Score -9122495 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -9123207.000000 Penalty: 5353.818359
	Iteration 3Q: 3 clusters Score -9123207 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -9123946.000000 Penalty: 5353.818359
	Iteration 4Q: 3 clusters Score -9123946 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -9125068.000000 Penalty: 5353.818359
	Iteration 5F: 3 clusters Score -9125068 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -9126657.000000 Penalty: 5353.818359
	Iteration 6F: 3 clusters Score -9126657 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -9128808.000000 Penalty: 5353.818359
	Iteration 7F: 3 clusters Score -9128808 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -9131411.000000 Penalty: 5353.818359
	Iteration 8F: 3 clusters Score -9131411 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -9133929.000000 Penalty: 5353.818359
	Iteration 9F: 3 clusters Score -9133929 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -9135700.000000 Penalty: 5353.818359
	Iteration 10Q: 3 clusters Score -9135700 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -9136713.000000 Penalty: 5353.818359
	Iteration 11Q: 3 clusters Score -9136713 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -9137186.000000 Penalty: 5353.818359
	Iteration 12Q: 3 clusters Score -9137186 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -9137443.000000 Penalty: 5353.818359
	Iteration 13Q: 3 clusters Score -9137443 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -9137630.000000 Penalty: 5353.818359
	Iteration 14Q: 3 clusters Score -9137630 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -9137764.000000 Penalty: 5353.818359
	Iteration 15Q: 3 clusters Score -9137764 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -9137853.000000 Penalty: 5353.818359
	Iteration 16Q: 3 clusters Score -9137853 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9137934.000000 Penalty: 5353.818359
	Iteration 17Q: 3 clusters Score -9137934 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -9138012.000000 Penalty: 5353.818359
	Iteration 18Q: 3 clusters Score -9138012 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9137994.000000 Penalty: 5353.818359
	Iteration 19Q: 3 clusters Score -9137994 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -9137961.000000 Penalty: 5353.818359
	Iteration 20F: 3 clusters Score -9137961 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -9137937.000000 Penalty: 5353.818359
	Iteration 21Q: 3 clusters Score -9137937 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9137930.000000 Penalty: 5353.818359
	Iteration 22Q: 3 clusters Score -9137930 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9137864.000000 Penalty: 5353.818359
	Iteration 23Q: 3 clusters Score -9137864 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9137810.000000 Penalty: 5353.818359
	Iteration 24Q: 3 clusters Score -9137810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9137764.000000 Penalty: 5353.818359
	Iteration 25Q: 3 clusters Score -9137764 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9137727.000000 Penalty: 5353.818359
	Iteration 26Q: 3 clusters Score -9137727 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47666 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9137692.000000 Penalty: 5353.818359
	Iteration 27Q: 3 clusters Score -9137692 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -9137655.000000 Penalty: 5353.818359
	Iteration 28Q: 3 clusters Score -9137655 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9137619.000000 Penalty: 5353.818359
	Iteration 29Q: 3 clusters Score -9137619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9137641.000000 Penalty: 5353.818359
	Iteration 30Q: 3 clusters Score -9137641 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9137640.000000 Penalty: 5353.818359
	Iteration 31Q: 3 clusters Score -9137640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -9137648.000000 Penalty: 5353.818359
	Iteration 32Q: 3 clusters Score -9137648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9137641.000000 Penalty: 5353.818359
	Iteration 33Q: 3 clusters Score -9137641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9137628.000000 Penalty: 5353.818359
	Iteration 34Q: 3 clusters Score -9137628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9137622.000000 Penalty: 5353.818359
	Iteration 35Q: 3 clusters Score -9137622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9137607.000000 Penalty: 5353.818359
	Iteration 36Q: 3 clusters Score -9137607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9137604.000000 Penalty: 5353.818359
	Iteration 37Q: 3 clusters Score -9137604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48091 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9137612.000000 Penalty: 5353.818359
	Iteration 38Q: 3 clusters Score -9137612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9137603.000000 Penalty: 5353.818359
	Iteration 39Q: 3 clusters Score -9137603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9137613.000000 Penalty: 5353.818359
	Iteration 40F: 3 clusters Score -9137613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9137606.000000 Penalty: 5353.818359
	Iteration 41Q: 3 clusters Score -9137606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9137602.000000 Penalty: 5353.818359
	Iteration 42Q: 3 clusters Score -9137602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -9137607.000000 Penalty: 5353.818359
	Iteration 43Q: 3 clusters Score -9137607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9137599.000000 Penalty: 5353.818359
	Iteration 44Q: 3 clusters Score -9137599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9137600.000000 Penalty: 5353.818359
	Iteration 45Q: 3 clusters Score -9137600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9137599.000000 Penalty: 5353.818359
	Iteration 46Q: 3 clusters Score -9137599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9137591.000000 Penalty: 5353.818359
	Iteration 47Q: 3 clusters Score -9137591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9137601.000000 Penalty: 5353.818359
	Iteration 48Q: 3 clusters Score -9137601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9137595.000000 Penalty: 5353.818359
	Iteration 49Q: 3 clusters Score -9137595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9137589.000000 Penalty: 5353.818359
	Iteration 50Q: 3 clusters Score -9137589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9137588.000000 Penalty: 5353.818359
	Iteration 51Q: 3 clusters Score -9137588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9137585.000000 Penalty: 5353.818359
	Iteration 52Q: 3 clusters Score -9137585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9137585.000000 Penalty: 5353.818359
	Iteration 53F: 3 clusters Score -9137585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -202106.421875 Penalty: 1764.059204
	Iteration 0F: 2 clusters Score -202106.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -200068.453125 Penalty: 3528.118408
	Iteration 0F: 3 clusters Score -200068.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -200523.609375 Penalty: 3528.118408
	Iteration 1F: 3 clusters Score -200523.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -200711.250000 Penalty: 3528.118408
	Iteration 2F: 3 clusters Score -200711.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -200850.109375 Penalty: 3528.118408
	Iteration 3F: 3 clusters Score -200850.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -200966.468750 Penalty: 3528.118408
	Iteration 4Q: 3 clusters Score -200966.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -201052.062500 Penalty: 3528.118408
	Iteration 5Q: 3 clusters Score -201052.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -201131.421875 Penalty: 3528.118408
	Iteration 6Q: 3 clusters Score -201131.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -201209.406250 Penalty: 3528.118408
	Iteration 7Q: 3 clusters Score -201209.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -201280.671875 Penalty: 3528.118408
	Iteration 8Q: 3 clusters Score -201280.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -201353.328125 Penalty: 3528.118408
	Iteration 9Q: 3 clusters Score -201353.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -201409.359375 Penalty: 3528.118408
	Iteration 10Q: 3 clusters Score -201409.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -201497.218750 Penalty: 3528.118408
	Iteration 11Q: 3 clusters Score -201497.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -201561.421875 Penalty: 3528.118408
	Iteration 12Q: 3 clusters Score -201561.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -201608.406250 Penalty: 3528.118408
	Iteration 13Q: 3 clusters Score -201608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -201639.093750 Penalty: 3528.118408
	Iteration 14Q: 3 clusters Score -201639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -201669.062500 Penalty: 3528.118408
	Iteration 15Q: 3 clusters Score -201669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -201703.406250 Penalty: 3528.118408
	Iteration 16Q: 3 clusters Score -201703.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -201721.296875 Penalty: 3528.118408
	Iteration 17Q: 3 clusters Score -201721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -201730.296875 Penalty: 3528.118408
	Iteration 18Q: 3 clusters Score -201730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -201739.812500 Penalty: 3528.118408
	Iteration 19Q: 3 clusters Score -201739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -201757.062500 Penalty: 3528.118408
	Iteration 20F: 3 clusters Score -201757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -201771.843750 Penalty: 3528.118408
	Iteration 21Q: 3 clusters Score -201771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -201786.312500 Penalty: 3528.118408
	Iteration 22Q: 3 clusters Score -201786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -201792.281250 Penalty: 3528.118408
	Iteration 23Q: 3 clusters Score -201792.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -201792.281250 Penalty: 3528.118408
	Iteration 24F: 3 clusters Score -201792.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Entering Unmasked Estep 
Score: -7069103.500000 Penalty: 2615.694580
	Iteration 0F: 2 clusters Score -7069104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -7043523.500000 Penalty: 5231.389160
	Iteration 0F: 3 clusters Score -7043524 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -7053209.000000 Penalty: 5231.389160
	Iteration 1F: 3 clusters Score -7053209 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7053915.000000 Penalty: 5231.389160
	Iteration 2Q: 3 clusters Score -7053915 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -7054720.000000 Penalty: 5231.389160
	Iteration 3Q: 3 clusters Score -7054720 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -7055750.000000 Penalty: 5231.389160
	Iteration 4F: 3 clusters Score -7055750 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -7057189.500000 Penalty: 5231.389160
	Iteration 5F: 3 clusters Score -7057190 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -7059076.500000 Penalty: 5231.389160
	Iteration 6F: 3 clusters Score -7059076 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 31975 members 
Entering Unmasked Estep 
Score: -7061323.500000 Penalty: 5231.389160
	Iteration 7F: 3 clusters Score -7061324 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 34304 members 
Entering Unmasked Estep 
Score: -7063513.500000 Penalty: 5231.389160
	Iteration 8F: 3 clusters Score -7063514 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -7065056.000000 Penalty: 5231.389160
	Iteration 9Q: 3 clusters Score -7065056 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -7065916.500000 Penalty: 5231.389160
	Iteration 10Q: 3 clusters Score -7065916 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7066317.500000 Penalty: 5231.389160
	Iteration 11Q: 3 clusters Score -7066318 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7066519.500000 Penalty: 5231.389160
	Iteration 12Q: 3 clusters Score -7066520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7066628.500000 Penalty: 5231.389160
	Iteration 13Q: 3 clusters Score -7066628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -7066708.500000 Penalty: 5231.389160
	Iteration 14Q: 3 clusters Score -7066708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -7066751.000000 Penalty: 5231.389160
	Iteration 15Q: 3 clusters Score -7066751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -7066767.000000 Penalty: 5231.389160
	Iteration 16Q: 3 clusters Score -7066767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -7066795.500000 Penalty: 5231.389160
	Iteration 17Q: 3 clusters Score -7066796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37754 members 
Entering Unmasked Estep 
Score: -7066805.500000 Penalty: 5231.389160
	Iteration 18Q: 3 clusters Score -7066806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -7066811.500000 Penalty: 5231.389160
	Iteration 19Q: 3 clusters Score -7066812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -7066820.500000 Penalty: 5231.389160
	Iteration 20F: 3 clusters Score -7066820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7066833.500000 Penalty: 5231.389160
	Iteration 21Q: 3 clusters Score -7066834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -7066853.000000 Penalty: 5231.389160
	Iteration 22Q: 3 clusters Score -7066853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -7066861.500000 Penalty: 5231.389160
	Iteration 23Q: 3 clusters Score -7066862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7066868.000000 Penalty: 5231.389160
	Iteration 24Q: 3 clusters Score -7066868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7066875.000000 Penalty: 5231.389160
	Iteration 25Q: 3 clusters Score -7066875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -7066875.000000 Penalty: 5231.389160
	Iteration 26F: 3 clusters Score -7066875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Entering Unmasked Estep 
Score: -69963.585938 Penalty: 1495.013062
	Iteration 0F: 2 clusters Score -69963.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68553.539062 Penalty: 2990.026123
	Iteration 0F: 3 clusters Score -68553.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68719.460938 Penalty: 2990.026123
	Iteration 1F: 3 clusters Score -68719.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68758.140625 Penalty: 2990.026123
	Iteration 2Q: 3 clusters Score -68758.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68766.523438 Penalty: 2990.026123
	Iteration 3Q: 3 clusters Score -68766.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68769.929688 Penalty: 2990.026123
	Iteration 4Q: 3 clusters Score -68769.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68769.929688 Penalty: 2990.026123
	Iteration 5F: 3 clusters Score -68769.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Entering Unmasked Estep 
Score: -933837.000000 Penalty: 2114.092285
	Iteration 0F: 2 clusters Score -933837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -929360.062500 Penalty: 4228.184570
	Iteration 0F: 3 clusters Score -929360.1 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -930362.000000 Penalty: 4228.184570
	Iteration 1F: 3 clusters Score -930362 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -930578.750000 Penalty: 4228.184570
	Iteration 2F: 3 clusters Score -930578.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -930721.187500 Penalty: 4228.184570
	Iteration 3Q: 3 clusters Score -930721.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -930832.000000 Penalty: 4228.184570
	Iteration 4Q: 3 clusters Score -930832 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -930900.250000 Penalty: 4228.184570
	Iteration 5Q: 3 clusters Score -930900.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -930971.937500 Penalty: 4228.184570
	Iteration 6Q: 3 clusters Score -930971.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -931021.062500 Penalty: 4228.184570
	Iteration 7Q: 3 clusters Score -931021.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -931060.750000 Penalty: 4228.184570
	Iteration 8Q: 3 clusters Score -931060.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -931098.500000 Penalty: 4228.184570
	Iteration 9Q: 3 clusters Score -931098.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -931134.562500 Penalty: 4228.184570
	Iteration 10Q: 3 clusters Score -931134.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -931165.750000 Penalty: 4228.184570
	Iteration 11Q: 3 clusters Score -931165.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -931196.437500 Penalty: 4228.184570
	Iteration 12Q: 3 clusters Score -931196.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -931228.437500 Penalty: 4228.184570
	Iteration 13Q: 3 clusters Score -931228.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -931253.812500 Penalty: 4228.184570
	Iteration 14Q: 3 clusters Score -931253.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -931275.250000 Penalty: 4228.184570
	Iteration 15Q: 3 clusters Score -931275.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -931295.187500 Penalty: 4228.184570
	Iteration 16Q: 3 clusters Score -931295.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -931307.062500 Penalty: 4228.184570
	Iteration 17Q: 3 clusters Score -931307.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -931323.437500 Penalty: 4228.184570
	Iteration 18Q: 3 clusters Score -931323.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -931343.125000 Penalty: 4228.184570
	Iteration 19Q: 3 clusters Score -931343.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -931364.000000 Penalty: 4228.184570
	Iteration 20F: 3 clusters Score -931364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -931378.312500 Penalty: 4228.184570
	Iteration 21Q: 3 clusters Score -931378.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -931392.750000 Penalty: 4228.184570
	Iteration 22Q: 3 clusters Score -931392.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -931407.437500 Penalty: 4228.184570
	Iteration 23Q: 3 clusters Score -931407.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -931424.562500 Penalty: 4228.184570
	Iteration 24Q: 3 clusters Score -931424.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -931439.687500 Penalty: 4228.184570
	Iteration 25Q: 3 clusters Score -931439.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -931450.000000 Penalty: 4228.184570
	Iteration 26Q: 3 clusters Score -931450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -931460.500000 Penalty: 4228.184570
	Iteration 27Q: 3 clusters Score -931460.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -931468.062500 Penalty: 4228.184570
	Iteration 28Q: 3 clusters Score -931468.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -931476.375000 Penalty: 4228.184570
	Iteration 29Q: 3 clusters Score -931476.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -931484.437500 Penalty: 4228.184570
	Iteration 30Q: 3 clusters Score -931484.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -931496.625000 Penalty: 4228.184570
	Iteration 31Q: 3 clusters Score -931496.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -931501.562500 Penalty: 4228.184570
	Iteration 32Q: 3 clusters Score -931501.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -931508.437500 Penalty: 4228.184570
	Iteration 33Q: 3 clusters Score -931508.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -931514.812500 Penalty: 4228.184570
	Iteration 34Q: 3 clusters Score -931514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -931520.250000 Penalty: 4228.184570
	Iteration 35Q: 3 clusters Score -931520.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -931524.562500 Penalty: 4228.184570
	Iteration 36Q: 3 clusters Score -931524.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -931529.687500 Penalty: 4228.184570
	Iteration 37Q: 3 clusters Score -931529.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -931538.437500 Penalty: 4228.184570
	Iteration 38Q: 3 clusters Score -931538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -931546.062500 Penalty: 4228.184570
	Iteration 39Q: 3 clusters Score -931546.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -931554.375000 Penalty: 4228.184570
	Iteration 40F: 3 clusters Score -931554.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -931565.000000 Penalty: 4228.184570
	Iteration 41Q: 3 clusters Score -931565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -931574.125000 Penalty: 4228.184570
	Iteration 42Q: 3 clusters Score -931574.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -931588.562500 Penalty: 4228.184570
	Iteration 43Q: 3 clusters Score -931588.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -931597.375000 Penalty: 4228.184570
	Iteration 44Q: 3 clusters Score -931597.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -931607.062500 Penalty: 4228.184570
	Iteration 45Q: 3 clusters Score -931607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -931609.750000 Penalty: 4228.184570
	Iteration 46Q: 3 clusters Score -931609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -931616.750000 Penalty: 4228.184570
	Iteration 47Q: 3 clusters Score -931616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -931620.312500 Penalty: 4228.184570
	Iteration 48Q: 3 clusters Score -931620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -931626.750000 Penalty: 4228.184570
	Iteration 49Q: 3 clusters Score -931626.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -931633.625000 Penalty: 4228.184570
	Iteration 50Q: 3 clusters Score -931633.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -931638.687500 Penalty: 4228.184570
	Iteration 51Q: 3 clusters Score -931638.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -931645.625000 Penalty: 4228.184570
	Iteration 52Q: 3 clusters Score -931645.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -931650.125000 Penalty: 4228.184570
	Iteration 53Q: 3 clusters Score -931650.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -931654.312500 Penalty: 4228.184570
	Iteration 54Q: 3 clusters Score -931654.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -931659.562500 Penalty: 4228.184570
	Iteration 55Q: 3 clusters Score -931659.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -931662.375000 Penalty: 4228.184570
	Iteration 56Q: 3 clusters Score -931662.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -931668.500000 Penalty: 4228.184570
	Iteration 57Q: 3 clusters Score -931668.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -931671.062500 Penalty: 4228.184570
	Iteration 58Q: 3 clusters Score -931671.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -931677.687500 Penalty: 4228.184570
	Iteration 59Q: 3 clusters Score -931677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -931687.625000 Penalty: 4228.184570
	Iteration 60F: 3 clusters Score -931687.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -931702.312500 Penalty: 4228.184570
	Iteration 61Q: 3 clusters Score -931702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -931711.875000 Penalty: 4228.184570
	Iteration 62Q: 3 clusters Score -931711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -931715.062500 Penalty: 4228.184570
	Iteration 63Q: 3 clusters Score -931715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -931721.562500 Penalty: 4228.184570
	Iteration 64Q: 3 clusters Score -931721.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -931729.062500 Penalty: 4228.184570
	Iteration 65Q: 3 clusters Score -931729.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -931739.125000 Penalty: 4228.184570
	Iteration 66Q: 3 clusters Score -931739.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -931753.312500 Penalty: 4228.184570
	Iteration 67Q: 3 clusters Score -931753.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -931764.937500 Penalty: 4228.184570
	Iteration 68Q: 3 clusters Score -931764.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -931777.000000 Penalty: 4228.184570
	Iteration 69Q: 3 clusters Score -931777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -931784.187500 Penalty: 4228.184570
	Iteration 70Q: 3 clusters Score -931784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -931788.250000 Penalty: 4228.184570
	Iteration 71Q: 3 clusters Score -931788.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -931794.562500 Penalty: 4228.184570
	Iteration 72Q: 3 clusters Score -931794.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -931804.375000 Penalty: 4228.184570
	Iteration 73Q: 3 clusters Score -931804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -931810.312500 Penalty: 4228.184570
	Iteration 74Q: 3 clusters Score -931810.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -931814.937500 Penalty: 4228.184570
	Iteration 75Q: 3 clusters Score -931814.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -931818.937500 Penalty: 4228.184570
	Iteration 76Q: 3 clusters Score -931818.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -931825.187500 Penalty: 4228.184570
	Iteration 77Q: 3 clusters Score -931825.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -931827.375000 Penalty: 4228.184570
	Iteration 78Q: 3 clusters Score -931827.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -931835.937500 Penalty: 4228.184570
	Iteration 79Q: 3 clusters Score -931835.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -931840.750000 Penalty: 4228.184570
	Iteration 80F: 3 clusters Score -931840.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -931844.250000 Penalty: 4228.184570
	Iteration 81Q: 3 clusters Score -931844.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -931848.187500 Penalty: 4228.184570
	Iteration 82Q: 3 clusters Score -931848.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -931854.500000 Penalty: 4228.184570
	Iteration 83Q: 3 clusters Score -931854.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -931857.750000 Penalty: 4228.184570
	Iteration 84Q: 3 clusters Score -931857.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -931861.812500 Penalty: 4228.184570
	Iteration 85Q: 3 clusters Score -931861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -931863.562500 Penalty: 4228.184570
	Iteration 86Q: 3 clusters Score -931863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -931866.437500 Penalty: 4228.184570
	Iteration 87Q: 3 clusters Score -931866.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -931867.750000 Penalty: 4228.184570
	Iteration 88Q: 3 clusters Score -931867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -931870.125000 Penalty: 4228.184570
	Iteration 89Q: 3 clusters Score -931870.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -931872.812500 Penalty: 4228.184570
	Iteration 90Q: 3 clusters Score -931872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -931875.125000 Penalty: 4228.184570
	Iteration 91Q: 3 clusters Score -931875.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -931880.875000 Penalty: 4228.184570
	Iteration 92Q: 3 clusters Score -931880.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -931884.937500 Penalty: 4228.184570
	Iteration 93Q: 3 clusters Score -931884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -931889.437500 Penalty: 4228.184570
	Iteration 94Q: 3 clusters Score -931889.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -931894.312500 Penalty: 4228.184570
	Iteration 95Q: 3 clusters Score -931894.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -931900.000000 Penalty: 4228.184570
	Iteration 96Q: 3 clusters Score -931900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -931900.312500 Penalty: 4228.184570
	Iteration 97Q: 3 clusters Score -931900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -931904.937500 Penalty: 4228.184570
	Iteration 98Q: 3 clusters Score -931904.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -931906.812500 Penalty: 4228.184570
	Iteration 99Q: 3 clusters Score -931906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -931910.562500 Penalty: 4228.184570
	Iteration 100F: 3 clusters Score -931910.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -931911.187500 Penalty: 4228.184570
	Iteration 101Q: 3 clusters Score -931911.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -931914.812500 Penalty: 4228.184570
	Iteration 102Q: 3 clusters Score -931914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -931913.312500 Penalty: 4228.184570
	Iteration 103Q: 3 clusters Score -931913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -931913.750000 Penalty: 4228.184570
	Iteration 104Q: 3 clusters Score -931913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -931915.625000 Penalty: 4228.184570
	Iteration 105Q: 3 clusters Score -931915.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -931916.875000 Penalty: 4228.184570
	Iteration 106Q: 3 clusters Score -931916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -931916.875000 Penalty: 4228.184570
	Iteration 107F: 3 clusters Score -931916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (49532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Entering Unmasked Estep 
Score: -9322379.000000 Penalty: 2680.972900
	Iteration 0F: 2 clusters Score -9322379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9292223.000000 Penalty: 5361.945801
	Iteration 0F: 3 clusters Score -9292223 nChanged 23008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -9305005.000000 Penalty: 5361.945801
	Iteration 1F: 3 clusters Score -9305005 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -9305664.000000 Penalty: 5361.945801
	Iteration 2Q: 3 clusters Score -9305664 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -9306426.000000 Penalty: 5361.945801
	Iteration 3Q: 3 clusters Score -9306426 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -9307479.000000 Penalty: 5361.945801
	Iteration 4Q: 3 clusters Score -9307479 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -9309262.000000 Penalty: 5361.945801
	Iteration 5F: 3 clusters Score -9309262 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -9311820.000000 Penalty: 5361.945801
	Iteration 6F: 3 clusters Score -9311820 nChanged 4233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -9315365.000000 Penalty: 5361.945801
	Iteration 7F: 3 clusters Score -9315365 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -9318203.000000 Penalty: 5361.945801
	Iteration 8F: 3 clusters Score -9318203 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9319298.000000 Penalty: 5361.945801
	Iteration 9Q: 3 clusters Score -9319298 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -9319737.000000 Penalty: 5361.945801
	Iteration 10Q: 3 clusters Score -9319737 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9319902.000000 Penalty: 5361.945801
	Iteration 11Q: 3 clusters Score -9319902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9320003.000000 Penalty: 5361.945801
	Iteration 12Q: 3 clusters Score -9320003 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -9320060.000000 Penalty: 5361.945801
	Iteration 13Q: 3 clusters Score -9320060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9320086.000000 Penalty: 5361.945801
	Iteration 14Q: 3 clusters Score -9320086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9320095.000000 Penalty: 5361.945801
	Iteration 15Q: 3 clusters Score -9320095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9320115.000000 Penalty: 5361.945801
	Iteration 16Q: 3 clusters Score -9320115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9320126.000000 Penalty: 5361.945801
	Iteration 17Q: 3 clusters Score -9320126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -9320127.000000 Penalty: 5361.945801
	Iteration 18Q: 3 clusters Score -9320127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -9320128.000000 Penalty: 5361.945801
	Iteration 19Q: 3 clusters Score -9320128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9320131.000000 Penalty: 5361.945801
	Iteration 20F: 3 clusters Score -9320131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9320144.000000 Penalty: 5361.945801
	Iteration 21Q: 3 clusters Score -9320144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9320141.000000 Penalty: 5361.945801
	Iteration 22Q: 3 clusters Score -9320141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9320141.000000 Penalty: 5361.945801
	Iteration 23F: 3 clusters Score -9320141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56907 members 
Entering Unmasked Estep 
Score: -10672008.000000 Penalty: 2715.395020
	Iteration 0F: 2 clusters Score -1.067201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -10640613.000000 Penalty: 5430.790039
	Iteration 0F: 3 clusters Score -1.064061e+07 nChanged 26430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -10655150.000000 Penalty: 5430.790039
	Iteration 1F: 3 clusters Score -1.065515e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 26345 members 
Entering Unmasked Estep 
Score: -10655726.000000 Penalty: 5430.790039
	Iteration 2Q: 3 clusters Score -1.065573e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -10656317.000000 Penalty: 5430.790039
	Iteration 3Q: 3 clusters Score -1.065632e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -10657080.000000 Penalty: 5430.790039
	Iteration 4Q: 3 clusters Score -1.065708e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -10658163.000000 Penalty: 5430.790039
	Iteration 5Q: 3 clusters Score -1.065816e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -10659831.000000 Penalty: 5430.790039
	Iteration 6F: 3 clusters Score -1.065983e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -10662267.000000 Penalty: 5430.790039
	Iteration 7F: 3 clusters Score -1.066227e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -10664277.000000 Penalty: 5430.790039
	Iteration 8F: 3 clusters Score -1.066428e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -10666732.000000 Penalty: 5430.790039
	Iteration 9F: 3 clusters Score -1.066673e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52678 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -10668120.000000 Penalty: 5430.790039
	Iteration 10F: 3 clusters Score -1.066812e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -10668778.000000 Penalty: 5430.790039
	Iteration 11Q: 3 clusters Score -1.066878e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10669230.000000 Penalty: 5430.790039
	Iteration 12Q: 3 clusters Score -1.066923e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55995 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -10669494.000000 Penalty: 5430.790039
	Iteration 13Q: 3 clusters Score -1.066949e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10669644.000000 Penalty: 5430.790039
	Iteration 14Q: 3 clusters Score -1.066964e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -10669737.000000 Penalty: 5430.790039
	Iteration 15Q: 3 clusters Score -1.066974e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -10669774.000000 Penalty: 5430.790039
	Iteration 16Q: 3 clusters Score -1.066977e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10669801.000000 Penalty: 5430.790039
	Iteration 17Q: 3 clusters Score -1.06698e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56498 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10669799.000000 Penalty: 5430.790039
	Iteration 18Q: 3 clusters Score -1.06698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10669817.000000 Penalty: 5430.790039
	Iteration 19Q: 3 clusters Score -1.066982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56528 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10669830.000000 Penalty: 5430.790039
	Iteration 20F: 3 clusters Score -1.066983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10669861.000000 Penalty: 5430.790039
	Iteration 21Q: 3 clusters Score -1.066986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56540 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10669876.000000 Penalty: 5430.790039
	Iteration 22Q: 3 clusters Score -1.066988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10669861.000000 Penalty: 5430.790039
	Iteration 23Q: 3 clusters Score -1.066986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56547 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10669858.000000 Penalty: 5430.790039
	Iteration 24Q: 3 clusters Score -1.066986e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10669853.000000 Penalty: 5430.790039
	Iteration 25Q: 3 clusters Score -1.066985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10669859.000000 Penalty: 5430.790039
	Iteration 26Q: 3 clusters Score -1.066986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10669859.000000 Penalty: 5430.790039
	Iteration 27F: 3 clusters Score -1.066986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -400212.312500 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -400212.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -397408.312500 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -397408.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -397933.875000 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -397933.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -398079.656250 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -398079.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -398151.906250 Penalty: 3833.948730
	Iteration 3Q: 3 clusters Score -398151.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -398195.000000 Penalty: 3833.948730
	Iteration 4Q: 3 clusters Score -398195 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -398220.312500 Penalty: 3833.948730
	Iteration 5Q: 3 clusters Score -398220.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -398238.562500 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -398238.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -398252.937500 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -398252.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -398265.000000 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -398265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -398281.906250 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -398281.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -398289.218750 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -398289.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -398293.968750 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -398294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -398296.187500 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -398296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -398298.437500 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -398298.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -398300.187500 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -398300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -398301.218750 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -398301.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -398303.218750 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -398303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -398304.031250 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -398304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -398304.031250 Penalty: 3833.948730
	Iteration 18F: 3 clusters Score -398304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (49519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Entering Unmasked Estep 
Score: -9277029.000000 Penalty: 2680.907715
	Iteration 0F: 2 clusters Score -9277029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -9245715.000000 Penalty: 5361.815430
	Iteration 0F: 3 clusters Score -9245715 nChanged 22947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9258267.000000 Penalty: 5361.815430
	Iteration 1F: 3 clusters Score -9258267 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -9258849.000000 Penalty: 5361.815430
	Iteration 2Q: 3 clusters Score -9258849 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9259373.000000 Penalty: 5361.815430
	Iteration 3Q: 3 clusters Score -9259373 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -9259842.000000 Penalty: 5361.815430
	Iteration 4Q: 3 clusters Score -9259842 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9260169.000000 Penalty: 5361.815430
	Iteration 5Q: 3 clusters Score -9260169 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -9260609.000000 Penalty: 5361.815430
	Iteration 6Q: 3 clusters Score -9260609 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -9261033.000000 Penalty: 5361.815430
	Iteration 7Q: 3 clusters Score -9261033 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -9261561.000000 Penalty: 5361.815430
	Iteration 8Q: 3 clusters Score -9261561 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -9262098.000000 Penalty: 5361.815430
	Iteration 9Q: 3 clusters Score -9262098 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -9262797.000000 Penalty: 5361.815430
	Iteration 10Q: 3 clusters Score -9262797 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -9263849.000000 Penalty: 5361.815430
	Iteration 11Q: 3 clusters Score -9263849 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -9265241.000000 Penalty: 5361.815430
	Iteration 12Q: 3 clusters Score -9265241 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -9267042.000000 Penalty: 5361.815430
	Iteration 13F: 3 clusters Score -9267042 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -9269056.000000 Penalty: 5361.815430
	Iteration 14F: 3 clusters Score -9269056 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -9271020.000000 Penalty: 5361.815430
	Iteration 15F: 3 clusters Score -9271020 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9272437.000000 Penalty: 5361.815430
	Iteration 16Q: 3 clusters Score -9272437 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -9273365.000000 Penalty: 5361.815430
	Iteration 17Q: 3 clusters Score -9273365 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -9274078.000000 Penalty: 5361.815430
	Iteration 18Q: 3 clusters Score -9274078 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -9274453.000000 Penalty: 5361.815430
	Iteration 19Q: 3 clusters Score -9274453 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -9274616.000000 Penalty: 5361.815430
	Iteration 20F: 3 clusters Score -9274616 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -9274732.000000 Penalty: 5361.815430
	Iteration 21Q: 3 clusters Score -9274732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -9274775.000000 Penalty: 5361.815430
	Iteration 22Q: 3 clusters Score -9274775 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -9274797.000000 Penalty: 5361.815430
	Iteration 23Q: 3 clusters Score -9274797 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9274838.000000 Penalty: 5361.815430
	Iteration 24Q: 3 clusters Score -9274838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -9274821.000000 Penalty: 5361.815430
	Iteration 25Q: 3 clusters Score -9274821 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 48990 members 
Entering Unmasked Estep 
Score: -9274819.000000 Penalty: 5361.815430
	Iteration 26Q: 3 clusters Score -9274819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -9274830.000000 Penalty: 5361.815430
	Iteration 27Q: 3 clusters Score -9274830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9274840.000000 Penalty: 5361.815430
	Iteration 28Q: 3 clusters Score -9274840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 49038 members 
Entering Unmasked Estep 
Score: -9274854.000000 Penalty: 5361.815430
	Iteration 29Q: 3 clusters Score -9274854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9274866.000000 Penalty: 5361.815430
	Iteration 30Q: 3 clusters Score -9274866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -9274877.000000 Penalty: 5361.815430
	Iteration 31Q: 3 clusters Score -9274877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9274863.000000 Penalty: 5361.815430
	Iteration 32Q: 3 clusters Score -9274863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49088 members 
Entering Unmasked Estep 
Score: -9274875.000000 Penalty: 5361.815430
	Iteration 33Q: 3 clusters Score -9274875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -9274879.000000 Penalty: 5361.815430
	Iteration 34Q: 3 clusters Score -9274879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -9274873.000000 Penalty: 5361.815430
	Iteration 35Q: 3 clusters Score -9274873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9274873.000000 Penalty: 5361.815430
	Iteration 36Q: 3 clusters Score -9274873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -9274880.000000 Penalty: 5361.815430
	Iteration 37Q: 3 clusters Score -9274880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9274885.000000 Penalty: 5361.815430
	Iteration 38Q: 3 clusters Score -9274885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -9274886.000000 Penalty: 5361.815430
	Iteration 39Q: 3 clusters Score -9274886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -9274892.000000 Penalty: 5361.815430
	Iteration 40F: 3 clusters Score -9274892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9274893.000000 Penalty: 5361.815430
	Iteration 41Q: 3 clusters Score -9274893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -9274893.000000 Penalty: 5361.815430
	Iteration 42F: 3 clusters Score -9274893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 47188 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 38208 members 
Mstep: Class 5 contains 23286 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20995 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 40210 members 
Mstep: Class 11 contains 46596 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52677 members 
Mstep: Class 14 contains 28405 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25291 members 
Mstep: Class 17 contains 26750 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 35581 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48727 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 38069 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5037 members 
Mstep: Class 26 contains 49532 members 
Mstep: Class 27 contains 56907 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 49519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147040.000000 Penalty: 97259.320312
Iteration 279Q: 30 clusters Score -1.37147e+08 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 47169 members 
Mstep: Class 3 contains 6743 members 
Mstep: Class 4 contains 38064 members 
Mstep: Class 5 contains 23272 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20793 members 
Mstep: Class 8 contains 1185 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 40095 members 
Mstep: Class 11 contains 46561 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52664 members 
Mstep: Class 14 contains 28005 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25240 members 
Mstep: Class 17 contains 26767 members 
Mstep: Class 18 contains 42938 members 
Mstep: Class 19 contains 35869 members 
Mstep: Class 20 contains 5966 members 
Mstep: Class 21 contains 48743 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 37712 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 49520 members 
Mstep: Class 27 contains 56885 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 50570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147328.000000 Penalty: 97259.320312
Iteration 280F: 30 clusters Score -1.371473e+08 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 47230 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 37972 members 
Mstep: Class 5 contains 23265 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20622 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2329 members 
Mstep: Class 10 contains 39966 members 
Mstep: Class 11 contains 46540 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 27567 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25205 members 
Mstep: Class 17 contains 26796 members 
Mstep: Class 18 contains 42919 members 
Mstep: Class 19 contains 36200 members 
Mstep: Class 20 contains 5972 members 
Mstep: Class 21 contains 48730 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 37343 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5038 members 
Mstep: Class 26 contains 49562 members 
Mstep: Class 27 contains 56832 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 51453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148096.000000 Penalty: 97259.320312
Iteration 281Q: 30 clusters Score -1.371481e+08 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 47316 members 
Mstep: Class 3 contains 6964 members 
Mstep: Class 4 contains 37927 members 
Mstep: Class 5 contains 23255 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20457 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 10 contains 39808 members 
Mstep: Class 11 contains 46538 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52616 members 
Mstep: Class 14 contains 27062 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25175 members 
Mstep: Class 17 contains 26809 members 
Mstep: Class 18 contains 42909 members 
Mstep: Class 19 contains 36590 members 
Mstep: Class 20 contains 5973 members 
Mstep: Class 21 contains 48743 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 36952 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5035 members 
Mstep: Class 26 contains 49649 members 
Mstep: Class 27 contains 56784 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 52198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148080.000000 Penalty: 97259.320312
Iteration 282Q: 30 clusters Score -1.371481e+08 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 47557 members 
Mstep: Class 3 contains 7046 members 
Mstep: Class 4 contains 37910 members 
Mstep: Class 5 contains 23254 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20263 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 39693 members 
Mstep: Class 11 contains 46514 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52569 members 
Mstep: Class 14 contains 26529 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25171 members 
Mstep: Class 17 contains 26817 members 
Mstep: Class 18 contains 42917 members 
Mstep: Class 19 contains 37004 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 48749 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 36571 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 49860 members 
Mstep: Class 27 contains 56768 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 52577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148432.000000 Penalty: 97259.320312
Iteration 283Q: 30 clusters Score -1.371484e+08 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 47870 members 
Mstep: Class 3 contains 7113 members 
Mstep: Class 4 contains 37888 members 
Mstep: Class 5 contains 23253 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 20063 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 39598 members 
Mstep: Class 11 contains 46514 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52515 members 
Mstep: Class 14 contains 25963 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25153 members 
Mstep: Class 17 contains 26830 members 
Mstep: Class 18 contains 42932 members 
Mstep: Class 19 contains 37464 members 
Mstep: Class 20 contains 5982 members 
Mstep: Class 21 contains 48764 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 36240 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 49985 members 
Mstep: Class 27 contains 56686 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 52865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148480.000000 Penalty: 97259.320312
Iteration 284Q: 30 clusters Score -1.371485e+08 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 48291 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 37921 members 
Mstep: Class 5 contains 23253 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19877 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2333 members 
Mstep: Class 10 contains 39524 members 
Mstep: Class 11 contains 46523 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52502 members 
Mstep: Class 14 contains 25336 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25131 members 
Mstep: Class 17 contains 26861 members 
Mstep: Class 18 contains 43001 members 
Mstep: Class 19 contains 37951 members 
Mstep: Class 20 contains 5980 members 
Mstep: Class 21 contains 48773 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 35955 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 50064 members 
Mstep: Class 27 contains 56603 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 52901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148336.000000 Penalty: 97259.320312
Iteration 285Q: 30 clusters Score -1.371483e+08 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 48645 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 38002 members 
Mstep: Class 5 contains 23253 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19691 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2334 members 
Mstep: Class 10 contains 39464 members 
Mstep: Class 11 contains 46530 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52424 members 
Mstep: Class 14 contains 24707 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25111 members 
Mstep: Class 17 contains 26877 members 
Mstep: Class 18 contains 43101 members 
Mstep: Class 19 contains 38464 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 48779 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 35708 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5027 members 
Mstep: Class 26 contains 50154 members 
Mstep: Class 27 contains 56525 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 52820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148768.000000 Penalty: 97259.320312
Iteration 286Q: 30 clusters Score -1.371488e+08 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 48934 members 
Mstep: Class 3 contains 7269 members 
Mstep: Class 4 contains 38112 members 
Mstep: Class 5 contains 23262 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19505 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 39442 members 
Mstep: Class 11 contains 46528 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52369 members 
Mstep: Class 14 contains 24029 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25091 members 
Mstep: Class 17 contains 26884 members 
Mstep: Class 18 contains 43180 members 
Mstep: Class 19 contains 39021 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 48765 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 35487 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 50141 members 
Mstep: Class 27 contains 56381 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 52675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148480.000000 Penalty: 97259.320312
Iteration 287Q: 30 clusters Score -1.371485e+08 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 49032 members 
Mstep: Class 3 contains 7320 members 
Mstep: Class 4 contains 38208 members 
Mstep: Class 5 contains 23261 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2331 members 
Mstep: Class 10 contains 39420 members 
Mstep: Class 11 contains 46505 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52426 members 
Mstep: Class 14 contains 23319 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25071 members 
Mstep: Class 17 contains 26889 members 
Mstep: Class 18 contains 43300 members 
Mstep: Class 19 contains 39617 members 
Mstep: Class 20 contains 5968 members 
Mstep: Class 21 contains 48776 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 35280 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 50082 members 
Mstep: Class 27 contains 56309 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 52482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148544.000000 Penalty: 97259.320312
Iteration 288Q: 30 clusters Score -1.371485e+08 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 48997 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 38324 members 
Mstep: Class 5 contains 23267 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19233 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 10 contains 39403 members 
Mstep: Class 11 contains 46474 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52490 members 
Mstep: Class 14 contains 22608 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25066 members 
Mstep: Class 17 contains 26905 members 
Mstep: Class 18 contains 43421 members 
Mstep: Class 19 contains 40195 members 
Mstep: Class 20 contains 5963 members 
Mstep: Class 21 contains 48772 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 35111 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 50085 members 
Mstep: Class 27 contains 56238 members 
Mstep: Class 28 contains 2276 members 
Mstep: Class 29 contains 52343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148592.000000 Penalty: 97259.320312
Iteration 289Q: 30 clusters Score -1.371486e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 48984 members 
Mstep: Class 3 contains 7421 members 
Mstep: Class 4 contains 38434 members 
Mstep: Class 5 contains 23279 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 19076 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2327 members 
Mstep: Class 10 contains 39395 members 
Mstep: Class 11 contains 46433 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52664 members 
Mstep: Class 14 contains 21867 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25062 members 
Mstep: Class 17 contains 26898 members 
Mstep: Class 18 contains 43532 members 
Mstep: Class 19 contains 40794 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 48751 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34931 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 50044 members 
Mstep: Class 27 contains 56224 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 52200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148704.000000 Penalty: 97259.320312
Iteration 290Q: 30 clusters Score -1.371487e+08 nChanged 4731
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 48928 members 
Mstep: Class 3 contains 7469 members 
Mstep: Class 4 contains 38519 members 
Mstep: Class 5 contains 23284 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18942 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2324 members 
Mstep: Class 10 contains 39408 members 
Mstep: Class 11 contains 46409 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52834 members 
Mstep: Class 14 contains 21131 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25037 members 
Mstep: Class 17 contains 26867 members 
Mstep: Class 18 contains 43637 members 
Mstep: Class 19 contains 41408 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 48745 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34769 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5025 members 
Mstep: Class 26 contains 50167 members 
Mstep: Class 27 contains 56334 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 51982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149120.000000 Penalty: 97259.320312
Iteration 291Q: 30 clusters Score -1.371491e+08 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 48985 members 
Mstep: Class 3 contains 7520 members 
Mstep: Class 4 contains 38577 members 
Mstep: Class 5 contains 23279 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18836 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 39419 members 
Mstep: Class 11 contains 46398 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53020 members 
Mstep: Class 14 contains 20435 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 25016 members 
Mstep: Class 17 contains 26868 members 
Mstep: Class 18 contains 43736 members 
Mstep: Class 19 contains 41972 members 
Mstep: Class 20 contains 5961 members 
Mstep: Class 21 contains 48730 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34611 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 50218 members 
Mstep: Class 27 contains 56424 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 51784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149408.000000 Penalty: 97259.320312
Iteration 292Q: 30 clusters Score -1.371494e+08 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 49074 members 
Mstep: Class 3 contains 7565 members 
Mstep: Class 4 contains 38606 members 
Mstep: Class 5 contains 23278 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2322 members 
Mstep: Class 10 contains 39403 members 
Mstep: Class 11 contains 46403 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53175 members 
Mstep: Class 14 contains 19738 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24985 members 
Mstep: Class 17 contains 26871 members 
Mstep: Class 18 contains 43782 members 
Mstep: Class 19 contains 42639 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 48703 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34447 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5016 members 
Mstep: Class 26 contains 50224 members 
Mstep: Class 27 contains 56520 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 51593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148992.000000 Penalty: 97259.320312
Iteration 293Q: 30 clusters Score -1.37149e+08 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 49216 members 
Mstep: Class 3 contains 7606 members 
Mstep: Class 4 contains 38654 members 
Mstep: Class 5 contains 23276 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18625 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 39375 members 
Mstep: Class 11 contains 46420 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53384 members 
Mstep: Class 14 contains 18975 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24975 members 
Mstep: Class 17 contains 26876 members 
Mstep: Class 18 contains 43793 members 
Mstep: Class 19 contains 43350 members 
Mstep: Class 20 contains 5955 members 
Mstep: Class 21 contains 48691 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34279 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 50180 members 
Mstep: Class 27 contains 56678 members 
Mstep: Class 28 contains 2275 members 
Mstep: Class 29 contains 51395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149552.000000 Penalty: 97259.320312
Iteration 294Q: 30 clusters Score -1.371496e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 49388 members 
Mstep: Class 3 contains 7654 members 
Mstep: Class 4 contains 38681 members 
Mstep: Class 5 contains 23280 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18487 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39343 members 
Mstep: Class 11 contains 46449 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53597 members 
Mstep: Class 14 contains 18219 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24950 members 
Mstep: Class 17 contains 26903 members 
Mstep: Class 18 contains 43843 members 
Mstep: Class 19 contains 43963 members 
Mstep: Class 20 contains 5955 members 
Mstep: Class 21 contains 48679 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 34117 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5010 members 
Mstep: Class 26 contains 50100 members 
Mstep: Class 27 contains 56825 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 51276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149584.000000 Penalty: 97259.320312
Iteration 295Q: 30 clusters Score -1.371496e+08 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 49553 members 
Mstep: Class 3 contains 7693 members 
Mstep: Class 4 contains 38711 members 
Mstep: Class 5 contains 23288 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18360 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39339 members 
Mstep: Class 11 contains 46482 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53776 members 
Mstep: Class 14 contains 17542 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 17 contains 26924 members 
Mstep: Class 18 contains 43854 members 
Mstep: Class 19 contains 44347 members 
Mstep: Class 20 contains 5964 members 
Mstep: Class 21 contains 48659 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33999 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5014 members 
Mstep: Class 26 contains 50007 members 
Mstep: Class 27 contains 57050 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 51219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149552.000000 Penalty: 97259.320312
Iteration 296Q: 30 clusters Score -1.371496e+08 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 49672 members 
Mstep: Class 3 contains 7747 members 
Mstep: Class 4 contains 38762 members 
Mstep: Class 5 contains 23299 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18257 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 39337 members 
Mstep: Class 11 contains 46554 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53901 members 
Mstep: Class 14 contains 16918 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24897 members 
Mstep: Class 17 contains 26940 members 
Mstep: Class 18 contains 43839 members 
Mstep: Class 19 contains 44614 members 
Mstep: Class 20 contains 5962 members 
Mstep: Class 21 contains 48651 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33865 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 49971 members 
Mstep: Class 27 contains 57330 members 
Mstep: Class 28 contains 2272 members 
Mstep: Class 29 contains 51172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149664.000000 Penalty: 97259.320312
Iteration 297Q: 30 clusters Score -1.371497e+08 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 49750 members 
Mstep: Class 3 contains 7816 members 
Mstep: Class 4 contains 38841 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18151 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39321 members 
Mstep: Class 11 contains 46657 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53902 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24885 members 
Mstep: Class 17 contains 26967 members 
Mstep: Class 18 contains 43837 members 
Mstep: Class 19 contains 44842 members 
Mstep: Class 20 contains 5965 members 
Mstep: Class 21 contains 48638 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33704 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5022 members 
Mstep: Class 26 contains 49934 members 
Mstep: Class 27 contains 57633 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 51176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149440.000000 Penalty: 97259.320312
Iteration 298Q: 30 clusters Score -1.371494e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 49806 members 
Mstep: Class 3 contains 7889 members 
Mstep: Class 4 contains 38912 members 
Mstep: Class 5 contains 23304 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 18057 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 39285 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53864 members 
Mstep: Class 14 contains 15847 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24868 members 
Mstep: Class 17 contains 26968 members 
Mstep: Class 18 contains 43845 members 
Mstep: Class 19 contains 45003 members 
Mstep: Class 20 contains 5957 members 
Mstep: Class 21 contains 48636 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33566 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 49883 members 
Mstep: Class 27 contains 57898 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 51188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149760.000000 Penalty: 97259.320312
Iteration 299Q: 30 clusters Score -1.371498e+08 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 49793 members 
Mstep: Class 3 contains 7966 members 
Mstep: Class 4 contains 38986 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17993 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39274 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53830 members 
Mstep: Class 14 contains 15375 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24851 members 
Mstep: Class 17 contains 26968 members 
Mstep: Class 18 contains 43819 members 
Mstep: Class 19 contains 45137 members 
Mstep: Class 20 contains 5954 members 
Mstep: Class 21 contains 48608 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33415 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5031 members 
Mstep: Class 26 contains 49910 members 
Mstep: Class 27 contains 58109 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 51210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149584.000000 Penalty: 97259.320312
Iteration 300F: 30 clusters Score -1.371496e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 49733 members 
Mstep: Class 3 contains 8028 members 
Mstep: Class 4 contains 39056 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17937 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 39293 members 
Mstep: Class 11 contains 46994 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53841 members 
Mstep: Class 14 contains 14936 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 26948 members 
Mstep: Class 18 contains 43781 members 
Mstep: Class 19 contains 45331 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48582 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33259 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 49951 members 
Mstep: Class 27 contains 58327 members 
Mstep: Class 28 contains 2271 members 
Mstep: Class 29 contains 51214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149120.000000 Penalty: 97259.320312
Iteration 301Q: 30 clusters Score -1.371491e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 49740 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 39125 members 
Mstep: Class 5 contains 23311 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2317 members 
Mstep: Class 10 contains 39331 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53817 members 
Mstep: Class 14 contains 14564 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24836 members 
Mstep: Class 17 contains 26930 members 
Mstep: Class 18 contains 43743 members 
Mstep: Class 19 contains 45472 members 
Mstep: Class 20 contains 5959 members 
Mstep: Class 21 contains 48557 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 33069 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5027 members 
Mstep: Class 26 contains 50044 members 
Mstep: Class 27 contains 58497 members 
Mstep: Class 28 contains 2270 members 
Mstep: Class 29 contains 51199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149200.000000 Penalty: 97259.320312
Iteration 302Q: 30 clusters Score -1.371492e+08 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 8199 members 
Mstep: Class 4 contains 39213 members 
Mstep: Class 5 contains 23313 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17813 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2318 members 
Mstep: Class 10 contains 39370 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53746 members 
Mstep: Class 14 contains 14238 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24832 members 
Mstep: Class 17 contains 26898 members 
Mstep: Class 18 contains 43721 members 
Mstep: Class 19 contains 45590 members 
Mstep: Class 20 contains 5958 members 
Mstep: Class 21 contains 48541 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 32890 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5024 members 
Mstep: Class 26 contains 50130 members 
Mstep: Class 27 contains 58651 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 51147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149008.000000 Penalty: 97259.320312
Iteration 303Q: 30 clusters Score -1.37149e+08 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 49952 members 
Mstep: Class 3 contains 8274 members 
Mstep: Class 4 contains 39299 members 
Mstep: Class 5 contains 23315 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 39370 members 
Mstep: Class 11 contains 47356 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53711 members 
Mstep: Class 14 contains 13930 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24811 members 
Mstep: Class 17 contains 26868 members 
Mstep: Class 18 contains 43729 members 
Mstep: Class 19 contains 45710 members 
Mstep: Class 20 contains 5957 members 
Mstep: Class 21 contains 48538 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 32725 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5018 members 
Mstep: Class 26 contains 50222 members 
Mstep: Class 27 contains 58745 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 51100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148624.000000 Penalty: 97259.320312
Iteration 304Q: 30 clusters Score -1.371486e+08 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 50020 members 
Mstep: Class 3 contains 8365 members 
Mstep: Class 4 contains 39379 members 
Mstep: Class 5 contains 23313 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17643 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39386 members 
Mstep: Class 11 contains 47464 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53695 members 
Mstep: Class 14 contains 13624 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24793 members 
Mstep: Class 17 contains 26844 members 
Mstep: Class 18 contains 43716 members 
Mstep: Class 19 contains 45871 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48535 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 32574 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5019 members 
Mstep: Class 26 contains 50191 members 
Mstep: Class 27 contains 58825 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 51098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148528.000000 Penalty: 97259.320312
Iteration 305Q: 30 clusters Score -1.371485e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 50070 members 
Mstep: Class 3 contains 8428 members 
Mstep: Class 4 contains 39445 members 
Mstep: Class 5 contains 23315 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 39402 members 
Mstep: Class 11 contains 47530 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53733 members 
Mstep: Class 14 contains 13348 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24769 members 
Mstep: Class 17 contains 26829 members 
Mstep: Class 18 contains 43700 members 
Mstep: Class 19 contains 45989 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48544 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 32418 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5026 members 
Mstep: Class 26 contains 50214 members 
Mstep: Class 27 contains 58875 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148624.000000 Penalty: 97259.320312
Iteration 306Q: 30 clusters Score -1.371486e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 50085 members 
Mstep: Class 3 contains 8507 members 
Mstep: Class 4 contains 39499 members 
Mstep: Class 5 contains 23321 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17495 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 39420 members 
Mstep: Class 11 contains 47609 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53753 members 
Mstep: Class 14 contains 13069 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24765 members 
Mstep: Class 17 contains 26815 members 
Mstep: Class 18 contains 43681 members 
Mstep: Class 19 contains 46161 members 
Mstep: Class 20 contains 5949 members 
Mstep: Class 21 contains 48548 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 32259 members 
Mstep: Class 24 contains 415 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 50194 members 
Mstep: Class 27 contains 58899 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148464.000000 Penalty: 97259.320312
Iteration 307Q: 30 clusters Score -1.371485e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51012 members 
Mstep: Class 2 contains 50101 members 
Mstep: Class 3 contains 8588 members 
Mstep: Class 4 contains 39579 members 
Mstep: Class 5 contains 23329 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17428 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2314 members 
Mstep: Class 10 contains 39433 members 
Mstep: Class 11 contains 47669 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53785 members 
Mstep: Class 14 contains 12818 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24749 members 
Mstep: Class 17 contains 26797 members 
Mstep: Class 18 contains 43637 members 
Mstep: Class 19 contains 46316 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 48554 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 32073 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 50167 members 
Mstep: Class 27 contains 58910 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148320.000000 Penalty: 97259.320312
Iteration 308Q: 30 clusters Score -1.371483e+08 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 50115 members 
Mstep: Class 3 contains 8666 members 
Mstep: Class 4 contains 39650 members 
Mstep: Class 5 contains 23328 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17369 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2310 members 
Mstep: Class 10 contains 39465 members 
Mstep: Class 11 contains 47708 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53787 members 
Mstep: Class 14 contains 12592 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 26774 members 
Mstep: Class 18 contains 43585 members 
Mstep: Class 19 contains 46475 members 
Mstep: Class 20 contains 5955 members 
Mstep: Class 21 contains 48549 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 31922 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5029 members 
Mstep: Class 26 contains 50177 members 
Mstep: Class 27 contains 58936 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148384.000000 Penalty: 97259.320312
Iteration 309Q: 30 clusters Score -1.371484e+08 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 50124 members 
Mstep: Class 3 contains 8731 members 
Mstep: Class 4 contains 39713 members 
Mstep: Class 5 contains 23326 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17321 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2307 members 
Mstep: Class 10 contains 39490 members 
Mstep: Class 11 contains 47752 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53802 members 
Mstep: Class 14 contains 12399 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24741 members 
Mstep: Class 17 contains 26760 members 
Mstep: Class 18 contains 43529 members 
Mstep: Class 19 contains 46622 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 48562 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 31732 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5033 members 
Mstep: Class 26 contains 50143 members 
Mstep: Class 27 contains 59003 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148768.000000 Penalty: 97259.320312
Iteration 310Q: 30 clusters Score -1.371488e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 50097 members 
Mstep: Class 3 contains 8787 members 
Mstep: Class 4 contains 39749 members 
Mstep: Class 5 contains 23318 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17280 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2306 members 
Mstep: Class 10 contains 39513 members 
Mstep: Class 11 contains 47801 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53890 members 
Mstep: Class 14 contains 12198 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24737 members 
Mstep: Class 17 contains 26748 members 
Mstep: Class 18 contains 43516 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 5959 members 
Mstep: Class 21 contains 48558 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 31581 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 50169 members 
Mstep: Class 27 contains 59002 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148528.000000 Penalty: 97259.320312
Iteration 311Q: 30 clusters Score -1.371485e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 50148 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 39761 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17240 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2304 members 
Mstep: Class 10 contains 39511 members 
Mstep: Class 11 contains 47822 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53935 members 
Mstep: Class 14 contains 12025 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24730 members 
Mstep: Class 17 contains 26730 members 
Mstep: Class 18 contains 43487 members 
Mstep: Class 19 contains 46978 members 
Mstep: Class 20 contains 5957 members 
Mstep: Class 21 contains 48568 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 31415 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5032 members 
Mstep: Class 26 contains 50190 members 
Mstep: Class 27 contains 59016 members 
Mstep: Class 28 contains 2267 members 
Mstep: Class 29 contains 51275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148256.000000 Penalty: 97259.320312
Iteration 312Q: 30 clusters Score -1.371483e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 50228 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 39783 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17217 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 39499 members 
Mstep: Class 11 contains 47833 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53967 members 
Mstep: Class 14 contains 11849 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24722 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 43450 members 
Mstep: Class 19 contains 47111 members 
Mstep: Class 20 contains 5957 members 
Mstep: Class 21 contains 48578 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 31262 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50191 members 
Mstep: Class 27 contains 59071 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148288.000000 Penalty: 97259.320312
Iteration 313Q: 30 clusters Score -1.371483e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 50245 members 
Mstep: Class 3 contains 8899 members 
Mstep: Class 4 contains 39818 members 
Mstep: Class 5 contains 23307 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17180 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 39479 members 
Mstep: Class 11 contains 47865 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54005 members 
Mstep: Class 14 contains 11690 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24719 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 47219 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 48594 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 31122 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50196 members 
Mstep: Class 27 contains 59111 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148208.000000 Penalty: 97259.320312
Iteration 314Q: 30 clusters Score -1.371482e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 50238 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 39847 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17148 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 47884 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54067 members 
Mstep: Class 14 contains 11549 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24718 members 
Mstep: Class 17 contains 26718 members 
Mstep: Class 18 contains 43411 members 
Mstep: Class 19 contains 47294 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 48612 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30983 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 50229 members 
Mstep: Class 27 contains 59181 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148016.000000 Penalty: 97259.320312
Iteration 315Q: 30 clusters Score -1.37148e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51113 members 
Mstep: Class 2 contains 50263 members 
Mstep: Class 3 contains 8960 members 
Mstep: Class 4 contains 39878 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17113 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 39482 members 
Mstep: Class 11 contains 47907 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54045 members 
Mstep: Class 14 contains 11403 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24727 members 
Mstep: Class 17 contains 26706 members 
Mstep: Class 18 contains 43404 members 
Mstep: Class 19 contains 47376 members 
Mstep: Class 20 contains 5956 members 
Mstep: Class 21 contains 48622 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30867 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5028 members 
Mstep: Class 26 contains 50249 members 
Mstep: Class 27 contains 59276 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147936.000000 Penalty: 97259.320312
Iteration 316Q: 30 clusters Score -1.371479e+08 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51149 members 
Mstep: Class 2 contains 50252 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 39925 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17085 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39470 members 
Mstep: Class 11 contains 47909 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54023 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24735 members 
Mstep: Class 17 contains 26707 members 
Mstep: Class 18 contains 43398 members 
Mstep: Class 19 contains 47431 members 
Mstep: Class 20 contains 5955 members 
Mstep: Class 21 contains 48630 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30758 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5027 members 
Mstep: Class 26 contains 50285 members 
Mstep: Class 27 contains 59367 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147584.000000 Penalty: 97259.320312
Iteration 317Q: 30 clusters Score -1.371476e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 50257 members 
Mstep: Class 3 contains 9042 members 
Mstep: Class 4 contains 39957 members 
Mstep: Class 5 contains 23305 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17067 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2298 members 
Mstep: Class 10 contains 39486 members 
Mstep: Class 11 contains 47933 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53963 members 
Mstep: Class 14 contains 11128 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24733 members 
Mstep: Class 17 contains 26708 members 
Mstep: Class 18 contains 43378 members 
Mstep: Class 19 contains 47469 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48646 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30651 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50331 members 
Mstep: Class 27 contains 59430 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147024.000000 Penalty: 97259.320312
Iteration 318Q: 30 clusters Score -1.37147e+08 nChanged 1762
Entering ConstructFrom: 
Score: -137147024.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (51279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Entering Unmasked Estep 
Score: -9679700.000000 Penalty: 2689.569092
	Iteration 0F: 2 clusters Score -9679700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -9649297.000000 Penalty: 5379.138184
	Iteration 0F: 3 clusters Score -9649297 nChanged 23720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -9662297.000000 Penalty: 5379.138184
	Iteration 1F: 3 clusters Score -9662297 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -9662873.000000 Penalty: 5379.138184
	Iteration 2Q: 3 clusters Score -9662873 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -9663380.000000 Penalty: 5379.138184
	Iteration 3Q: 3 clusters Score -9663380 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -9663838.000000 Penalty: 5379.138184
	Iteration 4Q: 3 clusters Score -9663838 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -9664501.000000 Penalty: 5379.138184
	Iteration 5Q: 3 clusters Score -9664501 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -9665368.000000 Penalty: 5379.138184
	Iteration 6Q: 3 clusters Score -9665368 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -9666741.000000 Penalty: 5379.138184
	Iteration 7Q: 3 clusters Score -9666741 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9668796.000000 Penalty: 5379.138184
	Iteration 8F: 3 clusters Score -9668796 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -9671339.000000 Penalty: 5379.138184
	Iteration 9F: 3 clusters Score -9671339 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -9673833.000000 Penalty: 5379.138184
	Iteration 10F: 3 clusters Score -9673833 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -9675320.000000 Penalty: 5379.138184
	Iteration 11F: 3 clusters Score -9675320 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -9676068.000000 Penalty: 5379.138184
	Iteration 12Q: 3 clusters Score -9676068 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -9676846.000000 Penalty: 5379.138184
	Iteration 13Q: 3 clusters Score -9676846 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -9677376.000000 Penalty: 5379.138184
	Iteration 14Q: 3 clusters Score -9677376 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -9677580.000000 Penalty: 5379.138184
	Iteration 15Q: 3 clusters Score -9677580 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49216 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -9677668.000000 Penalty: 5379.138184
	Iteration 16Q: 3 clusters Score -9677668 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9677699.000000 Penalty: 5379.138184
	Iteration 17Q: 3 clusters Score -9677699 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9677763.000000 Penalty: 5379.138184
	Iteration 18Q: 3 clusters Score -9677763 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9677807.000000 Penalty: 5379.138184
	Iteration 19Q: 3 clusters Score -9677807 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49821 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9677834.000000 Penalty: 5379.138184
	Iteration 20F: 3 clusters Score -9677834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9677852.000000 Penalty: 5379.138184
	Iteration 21Q: 3 clusters Score -9677852 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -9677860.000000 Penalty: 5379.138184
	Iteration 22Q: 3 clusters Score -9677860 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50024 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9677903.000000 Penalty: 5379.138184
	Iteration 23Q: 3 clusters Score -9677903 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9677874.000000 Penalty: 5379.138184
	Iteration 24Q: 3 clusters Score -9677874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50108 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9677879.000000 Penalty: 5379.138184
	Iteration 25Q: 3 clusters Score -9677879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50125 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9677877.000000 Penalty: 5379.138184
	Iteration 26Q: 3 clusters Score -9677877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50140 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9677872.000000 Penalty: 5379.138184
	Iteration 27Q: 3 clusters Score -9677872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9677874.000000 Penalty: 5379.138184
	Iteration 28Q: 3 clusters Score -9677874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9677877.000000 Penalty: 5379.138184
	Iteration 29Q: 3 clusters Score -9677877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9677887.000000 Penalty: 5379.138184
	Iteration 30Q: 3 clusters Score -9677887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50158 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -9677881.000000 Penalty: 5379.138184
	Iteration 31Q: 3 clusters Score -9677881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9677885.000000 Penalty: 5379.138184
	Iteration 32Q: 3 clusters Score -9677885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9677886.000000 Penalty: 5379.138184
	Iteration 33Q: 3 clusters Score -9677886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9677885.000000 Penalty: 5379.138184
	Iteration 34Q: 3 clusters Score -9677885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9677880.000000 Penalty: 5379.138184
	Iteration 35Q: 3 clusters Score -9677880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9677883.000000 Penalty: 5379.138184
	Iteration 36Q: 3 clusters Score -9677883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9677886.000000 Penalty: 5379.138184
	Iteration 37Q: 3 clusters Score -9677886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9677887.000000 Penalty: 5379.138184
	Iteration 38Q: 3 clusters Score -9677887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50165 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9677880.000000 Penalty: 5379.138184
	Iteration 39Q: 3 clusters Score -9677880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50167 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9677885.000000 Penalty: 5379.138184
	Iteration 40F: 3 clusters Score -9677885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50170 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -9677861.000000 Penalty: 5379.138184
	Iteration 41Q: 3 clusters Score -9677861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50173 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9677869.000000 Penalty: 5379.138184
	Iteration 42Q: 3 clusters Score -9677869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9677867.000000 Penalty: 5379.138184
	Iteration 43Q: 3 clusters Score -9677867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9677865.000000 Penalty: 5379.138184
	Iteration 44Q: 3 clusters Score -9677865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9677865.000000 Penalty: 5379.138184
	Iteration 45F: 3 clusters Score -9677865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Entering Unmasked Estep 
Score: -9471048.000000 Penalty: 2684.398682
	Iteration 0F: 2 clusters Score -9471048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -9440093.000000 Penalty: 5368.797363
	Iteration 0F: 3 clusters Score -9440093 nChanged 23254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -9452903.000000 Penalty: 5368.797363
	Iteration 1F: 3 clusters Score -9452903 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -9453560.000000 Penalty: 5368.797363
	Iteration 2Q: 3 clusters Score -9453560 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -9454293.000000 Penalty: 5368.797363
	Iteration 3Q: 3 clusters Score -9454293 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -9455026.000000 Penalty: 5368.797363
	Iteration 4Q: 3 clusters Score -9455026 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -9455951.000000 Penalty: 5368.797363
	Iteration 5Q: 3 clusters Score -9455951 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -9457086.000000 Penalty: 5368.797363
	Iteration 6F: 3 clusters Score -9457086 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9458803.000000 Penalty: 5368.797363
	Iteration 7F: 3 clusters Score -9458803 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -9460965.000000 Penalty: 5368.797363
	Iteration 8F: 3 clusters Score -9460965 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -9463353.000000 Penalty: 5368.797363
	Iteration 9F: 3 clusters Score -9463353 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -9465566.000000 Penalty: 5368.797363
	Iteration 10F: 3 clusters Score -9465566 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -9466527.000000 Penalty: 5368.797363
	Iteration 11F: 3 clusters Score -9466527 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -9467965.000000 Penalty: 5368.797363
	Iteration 12Q: 3 clusters Score -9467965 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 49433 members 
Entering Unmasked Estep 
Score: -9468476.000000 Penalty: 5368.797363
	Iteration 13Q: 3 clusters Score -9468476 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -9468596.000000 Penalty: 5368.797363
	Iteration 14Q: 3 clusters Score -9468596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9468693.000000 Penalty: 5368.797363
	Iteration 15Q: 3 clusters Score -9468693 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -9468745.000000 Penalty: 5368.797363
	Iteration 16Q: 3 clusters Score -9468745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -9468794.000000 Penalty: 5368.797363
	Iteration 17Q: 3 clusters Score -9468794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -9468805.000000 Penalty: 5368.797363
	Iteration 18Q: 3 clusters Score -9468805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -9468828.000000 Penalty: 5368.797363
	Iteration 19Q: 3 clusters Score -9468828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49967 members 
Entering Unmasked Estep 
Score: -9468832.000000 Penalty: 5368.797363
	Iteration 20F: 3 clusters Score -9468832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -9468832.000000 Penalty: 5368.797363
	Iteration 21Q: 3 clusters Score -9468832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -9468833.000000 Penalty: 5368.797363
	Iteration 22Q: 3 clusters Score -9468833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9468845.000000 Penalty: 5368.797363
	Iteration 23Q: 3 clusters Score -9468845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49974 members 
Entering Unmasked Estep 
Score: -9468842.000000 Penalty: 5368.797363
	Iteration 24Q: 3 clusters Score -9468842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9468847.000000 Penalty: 5368.797363
	Iteration 25Q: 3 clusters Score -9468847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9468848.000000 Penalty: 5368.797363
	Iteration 26Q: 3 clusters Score -9468848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9468842.000000 Penalty: 5368.797363
	Iteration 27Q: 3 clusters Score -9468842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9468856.000000 Penalty: 5368.797363
	Iteration 28Q: 3 clusters Score -9468856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -9468856.000000 Penalty: 5368.797363
	Iteration 29F: 3 clusters Score -9468856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Entering Unmasked Estep 
Score: -1692766.750000 Penalty: 2260.202393
	Iteration 0F: 2 clusters Score -1692767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1685689.125000 Penalty: 4520.404785
	Iteration 0F: 3 clusters Score -1685689 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1687691.375000 Penalty: 4520.404785
	Iteration 1F: 3 clusters Score -1687691 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1687940.625000 Penalty: 4520.404785
	Iteration 2F: 3 clusters Score -1687941 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1688113.375000 Penalty: 4520.404785
	Iteration 3Q: 3 clusters Score -1688113 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1688243.875000 Penalty: 4520.404785
	Iteration 4Q: 3 clusters Score -1688244 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1688351.000000 Penalty: 4520.404785
	Iteration 5Q: 3 clusters Score -1688351 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1688437.375000 Penalty: 4520.404785
	Iteration 6Q: 3 clusters Score -1688437 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1688528.000000 Penalty: 4520.404785
	Iteration 7Q: 3 clusters Score -1688528 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1688625.375000 Penalty: 4520.404785
	Iteration 8Q: 3 clusters Score -1688625 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1688757.625000 Penalty: 4520.404785
	Iteration 9Q: 3 clusters Score -1688758 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1688941.250000 Penalty: 4520.404785
	Iteration 10Q: 3 clusters Score -1688941 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1689192.250000 Penalty: 4520.404785
	Iteration 11Q: 3 clusters Score -1689192 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1689512.875000 Penalty: 4520.404785
	Iteration 12Q: 3 clusters Score -1689513 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1689877.375000 Penalty: 4520.404785
	Iteration 13Q: 3 clusters Score -1689877 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1690245.125000 Penalty: 4520.404785
	Iteration 14Q: 3 clusters Score -1690245 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1690546.500000 Penalty: 4520.404785
	Iteration 15Q: 3 clusters Score -1690546 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1690765.375000 Penalty: 4520.404785
	Iteration 16Q: 3 clusters Score -1690765 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1690929.125000 Penalty: 4520.404785
	Iteration 17Q: 3 clusters Score -1690929 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1691051.625000 Penalty: 4520.404785
	Iteration 18Q: 3 clusters Score -1691052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1691129.125000 Penalty: 4520.404785
	Iteration 19Q: 3 clusters Score -1691129 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1691183.625000 Penalty: 4520.404785
	Iteration 20F: 3 clusters Score -1691184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1691226.500000 Penalty: 4520.404785
	Iteration 21Q: 3 clusters Score -1691226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1691240.000000 Penalty: 4520.404785
	Iteration 22Q: 3 clusters Score -1691240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1691249.875000 Penalty: 4520.404785
	Iteration 23Q: 3 clusters Score -1691250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1691254.375000 Penalty: 4520.404785
	Iteration 24Q: 3 clusters Score -1691254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1691258.000000 Penalty: 4520.404785
	Iteration 25Q: 3 clusters Score -1691258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1691260.250000 Penalty: 4520.404785
	Iteration 26Q: 3 clusters Score -1691260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1691256.875000 Penalty: 4520.404785
	Iteration 27Q: 3 clusters Score -1691257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1691261.500000 Penalty: 4520.404785
	Iteration 28Q: 3 clusters Score -1691262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1691262.875000 Penalty: 4520.404785
	Iteration 29Q: 3 clusters Score -1691263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1691262.875000 Penalty: 4520.404785
	Iteration 30F: 3 clusters Score -1691263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (39976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Entering Unmasked Estep 
Score: -7478271.000000 Penalty: 2627.816650
	Iteration 0F: 2 clusters Score -7478271 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 19896 members 
Entering Unmasked Estep 
Score: -7451437.500000 Penalty: 5255.633301
	Iteration 0F: 3 clusters Score -7451438 nChanged 18220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7461302.500000 Penalty: 5255.633301
	Iteration 1F: 3 clusters Score -7461302 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -7462000.000000 Penalty: 5255.633301
	Iteration 2Q: 3 clusters Score -7462000 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7462786.000000 Penalty: 5255.633301
	Iteration 3Q: 3 clusters Score -7462786 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -7463676.000000 Penalty: 5255.633301
	Iteration 4Q: 3 clusters Score -7463676 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -7464681.500000 Penalty: 5255.633301
	Iteration 5Q: 3 clusters Score -7464682 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -7465830.500000 Penalty: 5255.633301
	Iteration 6Q: 3 clusters Score -7465830 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -7467138.000000 Penalty: 5255.633301
	Iteration 7Q: 3 clusters Score -7467138 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -7468320.000000 Penalty: 5255.633301
	Iteration 8Q: 3 clusters Score -7468320 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -7469453.500000 Penalty: 5255.633301
	Iteration 9Q: 3 clusters Score -7469454 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -7470521.000000 Penalty: 5255.633301
	Iteration 10Q: 3 clusters Score -7470521 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -7471419.000000 Penalty: 5255.633301
	Iteration 11Q: 3 clusters Score -7471419 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -7472152.000000 Penalty: 5255.633301
	Iteration 12Q: 3 clusters Score -7472152 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7472725.000000 Penalty: 5255.633301
	Iteration 13Q: 3 clusters Score -7472725 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -7473180.000000 Penalty: 5255.633301
	Iteration 14Q: 3 clusters Score -7473180 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -7473665.500000 Penalty: 5255.633301
	Iteration 15Q: 3 clusters Score -7473666 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7474012.500000 Penalty: 5255.633301
	Iteration 16Q: 3 clusters Score -7474012 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7474363.000000 Penalty: 5255.633301
	Iteration 17Q: 3 clusters Score -7474363 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7474644.000000 Penalty: 5255.633301
	Iteration 18Q: 3 clusters Score -7474644 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7474905.500000 Penalty: 5255.633301
	Iteration 19Q: 3 clusters Score -7474906 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7475112.500000 Penalty: 5255.633301
	Iteration 20F: 3 clusters Score -7475112 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7475282.000000 Penalty: 5255.633301
	Iteration 21Q: 3 clusters Score -7475282 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7475437.500000 Penalty: 5255.633301
	Iteration 22Q: 3 clusters Score -7475438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7475574.000000 Penalty: 5255.633301
	Iteration 23Q: 3 clusters Score -7475574 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7475644.500000 Penalty: 5255.633301
	Iteration 24Q: 3 clusters Score -7475644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7475718.500000 Penalty: 5255.633301
	Iteration 25Q: 3 clusters Score -7475718 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7475766.500000 Penalty: 5255.633301
	Iteration 26Q: 3 clusters Score -7475766 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7475797.500000 Penalty: 5255.633301
	Iteration 27Q: 3 clusters Score -7475798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7475833.000000 Penalty: 5255.633301
	Iteration 28Q: 3 clusters Score -7475833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7475859.500000 Penalty: 5255.633301
	Iteration 29Q: 3 clusters Score -7475860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7475888.000000 Penalty: 5255.633301
	Iteration 30Q: 3 clusters Score -7475888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7475897.000000 Penalty: 5255.633301
	Iteration 31Q: 3 clusters Score -7475897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -7475915.500000 Penalty: 5255.633301
	Iteration 32Q: 3 clusters Score -7475916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7475922.500000 Penalty: 5255.633301
	Iteration 33Q: 3 clusters Score -7475922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7475936.000000 Penalty: 5255.633301
	Iteration 34Q: 3 clusters Score -7475936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7475938.500000 Penalty: 5255.633301
	Iteration 35Q: 3 clusters Score -7475938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7475946.500000 Penalty: 5255.633301
	Iteration 36Q: 3 clusters Score -7475946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7475947.500000 Penalty: 5255.633301
	Iteration 37Q: 3 clusters Score -7475948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7475961.500000 Penalty: 5255.633301
	Iteration 38Q: 3 clusters Score -7475962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7475953.500000 Penalty: 5255.633301
	Iteration 39Q: 3 clusters Score -7475954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7475973.000000 Penalty: 5255.633301
	Iteration 40F: 3 clusters Score -7475973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7475975.000000 Penalty: 5255.633301
	Iteration 41Q: 3 clusters Score -7475975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7475973.500000 Penalty: 5255.633301
	Iteration 42Q: 3 clusters Score -7475974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7475978.000000 Penalty: 5255.633301
	Iteration 43Q: 3 clusters Score -7475978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7475972.500000 Penalty: 5255.633301
	Iteration 44Q: 3 clusters Score -7475972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7475972.500000 Penalty: 5255.633301
	Iteration 45Q: 3 clusters Score -7475972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7475972.500000 Penalty: 5255.633301
	Iteration 46F: 3 clusters Score -7475972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Entering Unmasked Estep 
Score: -4357169.500000 Penalty: 2494.088623
	Iteration 0F: 2 clusters Score -4357170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -4341056.000000 Penalty: 4988.177246
	Iteration 0F: 3 clusters Score -4341056 nChanged 10255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4346573.500000 Penalty: 4988.177246
	Iteration 1F: 3 clusters Score -4346574 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4346969.500000 Penalty: 4988.177246
	Iteration 2Q: 3 clusters Score -4346970 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -4347277.500000 Penalty: 4988.177246
	Iteration 3Q: 3 clusters Score -4347278 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4347542.500000 Penalty: 4988.177246
	Iteration 4Q: 3 clusters Score -4347542 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -4347855.500000 Penalty: 4988.177246
	Iteration 5Q: 3 clusters Score -4347856 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4348165.000000 Penalty: 4988.177246
	Iteration 6Q: 3 clusters Score -4348165 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -4348643.500000 Penalty: 4988.177246
	Iteration 7Q: 3 clusters Score -4348644 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -4349273.000000 Penalty: 4988.177246
	Iteration 8Q: 3 clusters Score -4349273 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4350133.000000 Penalty: 4988.177246
	Iteration 9F: 3 clusters Score -4350133 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -4351202.500000 Penalty: 4988.177246
	Iteration 10F: 3 clusters Score -4351202 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4352371.000000 Penalty: 4988.177246
	Iteration 11F: 3 clusters Score -4352371 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4353344.000000 Penalty: 4988.177246
	Iteration 12Q: 3 clusters Score -4353344 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4354062.000000 Penalty: 4988.177246
	Iteration 13Q: 3 clusters Score -4354062 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -4354473.000000 Penalty: 4988.177246
	Iteration 14Q: 3 clusters Score -4354473 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4354703.000000 Penalty: 4988.177246
	Iteration 15Q: 3 clusters Score -4354703 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -4354817.500000 Penalty: 4988.177246
	Iteration 16Q: 3 clusters Score -4354818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4354885.500000 Penalty: 4988.177246
	Iteration 17Q: 3 clusters Score -4354886 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -4354925.000000 Penalty: 4988.177246
	Iteration 18Q: 3 clusters Score -4354925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4354943.000000 Penalty: 4988.177246
	Iteration 19Q: 3 clusters Score -4354943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4354953.000000 Penalty: 4988.177246
	Iteration 20F: 3 clusters Score -4354953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -4354971.000000 Penalty: 4988.177246
	Iteration 21Q: 3 clusters Score -4354971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4354973.500000 Penalty: 4988.177246
	Iteration 22Q: 3 clusters Score -4354974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4354975.000000 Penalty: 4988.177246
	Iteration 23Q: 3 clusters Score -4354975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4354976.000000 Penalty: 4988.177246
	Iteration 24Q: 3 clusters Score -4354976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -4354976.000000 Penalty: 4988.177246
	Iteration 25F: 3 clusters Score -4354976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46806.324219 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46806.32 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47367.554688 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47367.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47598.878906 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47598.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -47818.750000 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47818.75 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48032.402344 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48237.792969 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48237.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48326.183594 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48326.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48344.046875 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48344.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48350.203125 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48350.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48360.011719 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48360.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48363.320312 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48363.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48366.496094 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -48366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48366.730469 Penalty: 3109.471680
	Iteration 12F: 3 clusters Score -48366.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48423.824219 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -48423.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48430.843750 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -48430.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48441.328125 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -48441.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48449.964844 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -48449.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48449.964844 Penalty: 3109.471680
	Iteration 17F: 3 clusters Score -48449.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 369 members 
Mstep: Class 7 contains 17047 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26692 members 
Mstep: Class 18 contains 43356 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48650 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30567 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50375 members 
Mstep: Class 27 contains 59457 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51437 members 
Mstep: Class 30 contains 159 members 
Entering Unmasked Estep 
Score: -137145888.000000 Penalty: 100613.093750
Splitting cluster 6 changes total score from -137147024.000000 to -137145888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -3160104.500000 Penalty: 2416.444824
	Iteration 0F: 2 clusters Score -3160104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -3148050.000000 Penalty: 4832.889648
	Iteration 0F: 3 clusters Score -3148050 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -3151875.000000 Penalty: 4832.889648
	Iteration 1F: 3 clusters Score -3151875 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -3152373.750000 Penalty: 4832.889648
	Iteration 2F: 3 clusters Score -3152374 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3152823.000000 Penalty: 4832.889648
	Iteration 3F: 3 clusters Score -3152823 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3153223.000000 Penalty: 4832.889648
	Iteration 4Q: 3 clusters Score -3153223 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -3153592.250000 Penalty: 4832.889648
	Iteration 5Q: 3 clusters Score -3153592 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3153910.750000 Penalty: 4832.889648
	Iteration 6Q: 3 clusters Score -3153911 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3154204.500000 Penalty: 4832.889648
	Iteration 7Q: 3 clusters Score -3154204 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -3154488.250000 Penalty: 4832.889648
	Iteration 8Q: 3 clusters Score -3154488 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3154778.500000 Penalty: 4832.889648
	Iteration 9Q: 3 clusters Score -3154778 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -3155028.750000 Penalty: 4832.889648
	Iteration 10Q: 3 clusters Score -3155029 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -3155284.000000 Penalty: 4832.889648
	Iteration 11Q: 3 clusters Score -3155284 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -3155506.000000 Penalty: 4832.889648
	Iteration 12Q: 3 clusters Score -3155506 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3155680.250000 Penalty: 4832.889648
	Iteration 13Q: 3 clusters Score -3155680 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3155793.500000 Penalty: 4832.889648
	Iteration 14Q: 3 clusters Score -3155794 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3155885.250000 Penalty: 4832.889648
	Iteration 15Q: 3 clusters Score -3155885 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3155958.750000 Penalty: 4832.889648
	Iteration 16Q: 3 clusters Score -3155959 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3156004.500000 Penalty: 4832.889648
	Iteration 17Q: 3 clusters Score -3156004 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3156043.500000 Penalty: 4832.889648
	Iteration 18Q: 3 clusters Score -3156044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3156065.500000 Penalty: 4832.889648
	Iteration 19Q: 3 clusters Score -3156066 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3156080.750000 Penalty: 4832.889648
	Iteration 20F: 3 clusters Score -3156081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -3156091.000000 Penalty: 4832.889648
	Iteration 21Q: 3 clusters Score -3156091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3156116.000000 Penalty: 4832.889648
	Iteration 22Q: 3 clusters Score -3156116 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3156120.750000 Penalty: 4832.889648
	Iteration 23Q: 3 clusters Score -3156121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -3156140.750000 Penalty: 4832.889648
	Iteration 24Q: 3 clusters Score -3156141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3156153.000000 Penalty: 4832.889648
	Iteration 25Q: 3 clusters Score -3156153 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3156156.000000 Penalty: 4832.889648
	Iteration 26Q: 3 clusters Score -3156156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3156148.750000 Penalty: 4832.889648
	Iteration 27Q: 3 clusters Score -3156149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3156168.000000 Penalty: 4832.889648
	Iteration 28Q: 3 clusters Score -3156168 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -3156176.500000 Penalty: 4832.889648
	Iteration 29Q: 3 clusters Score -3156176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -3156178.750000 Penalty: 4832.889648
	Iteration 30Q: 3 clusters Score -3156179 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3156186.500000 Penalty: 4832.889648
	Iteration 31Q: 3 clusters Score -3156186 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3156187.500000 Penalty: 4832.889648
	Iteration 32Q: 3 clusters Score -3156188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3156203.750000 Penalty: 4832.889648
	Iteration 33Q: 3 clusters Score -3156204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3156209.250000 Penalty: 4832.889648
	Iteration 34Q: 3 clusters Score -3156209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -3156216.250000 Penalty: 4832.889648
	Iteration 35Q: 3 clusters Score -3156216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -3156224.750000 Penalty: 4832.889648
	Iteration 36Q: 3 clusters Score -3156225 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3156224.500000 Penalty: 4832.889648
	Iteration 37Q: 3 clusters Score -3156224 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -3156237.000000 Penalty: 4832.889648
	Iteration 38Q: 3 clusters Score -3156237 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -3156256.000000 Penalty: 4832.889648
	Iteration 39Q: 3 clusters Score -3156256 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3156263.500000 Penalty: 4832.889648
	Iteration 40F: 3 clusters Score -3156264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3156270.000000 Penalty: 4832.889648
	Iteration 41Q: 3 clusters Score -3156270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3156293.500000 Penalty: 4832.889648
	Iteration 42Q: 3 clusters Score -3156294 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -3156308.500000 Penalty: 4832.889648
	Iteration 43Q: 3 clusters Score -3156308 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3156333.000000 Penalty: 4832.889648
	Iteration 44Q: 3 clusters Score -3156333 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -3156359.000000 Penalty: 4832.889648
	Iteration 45Q: 3 clusters Score -3156359 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -3156387.750000 Penalty: 4832.889648
	Iteration 46Q: 3 clusters Score -3156388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -3156393.250000 Penalty: 4832.889648
	Iteration 47Q: 3 clusters Score -3156393 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3156415.250000 Penalty: 4832.889648
	Iteration 48Q: 3 clusters Score -3156415 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3156443.750000 Penalty: 4832.889648
	Iteration 49Q: 3 clusters Score -3156444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -3156456.000000 Penalty: 4832.889648
	Iteration 50Q: 3 clusters Score -3156456 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3156489.250000 Penalty: 4832.889648
	Iteration 51Q: 3 clusters Score -3156489 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3156509.000000 Penalty: 4832.889648
	Iteration 52Q: 3 clusters Score -3156509 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -3156522.750000 Penalty: 4832.889648
	Iteration 53Q: 3 clusters Score -3156523 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -3156538.250000 Penalty: 4832.889648
	Iteration 54Q: 3 clusters Score -3156538 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -3156564.500000 Penalty: 4832.889648
	Iteration 55Q: 3 clusters Score -3156564 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3156610.500000 Penalty: 4832.889648
	Iteration 56Q: 3 clusters Score -3156610 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3156659.250000 Penalty: 4832.889648
	Iteration 57Q: 3 clusters Score -3156659 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3156702.750000 Penalty: 4832.889648
	Iteration 58Q: 3 clusters Score -3156703 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3156765.750000 Penalty: 4832.889648
	Iteration 59Q: 3 clusters Score -3156766 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -3156819.250000 Penalty: 4832.889648
	Iteration 60F: 3 clusters Score -3156819 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3156860.000000 Penalty: 4832.889648
	Iteration 61Q: 3 clusters Score -3156860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -3156931.000000 Penalty: 4832.889648
	Iteration 62Q: 3 clusters Score -3156931 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -3156987.000000 Penalty: 4832.889648
	Iteration 63Q: 3 clusters Score -3156987 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3157046.500000 Penalty: 4832.889648
	Iteration 64Q: 3 clusters Score -3157046 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3157110.500000 Penalty: 4832.889648
	Iteration 65Q: 3 clusters Score -3157110 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -3157176.500000 Penalty: 4832.889648
	Iteration 66Q: 3 clusters Score -3157176 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3157241.250000 Penalty: 4832.889648
	Iteration 67Q: 3 clusters Score -3157241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -3157319.500000 Penalty: 4832.889648
	Iteration 68Q: 3 clusters Score -3157320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3157403.750000 Penalty: 4832.889648
	Iteration 69Q: 3 clusters Score -3157404 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -3157495.000000 Penalty: 4832.889648
	Iteration 70Q: 3 clusters Score -3157495 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3157582.250000 Penalty: 4832.889648
	Iteration 71Q: 3 clusters Score -3157582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -3157675.500000 Penalty: 4832.889648
	Iteration 72Q: 3 clusters Score -3157676 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3157796.750000 Penalty: 4832.889648
	Iteration 73Q: 3 clusters Score -3157797 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3157865.500000 Penalty: 4832.889648
	Iteration 74Q: 3 clusters Score -3157866 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -3157947.250000 Penalty: 4832.889648
	Iteration 75Q: 3 clusters Score -3157947 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3158028.500000 Penalty: 4832.889648
	Iteration 76Q: 3 clusters Score -3158028 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -3158074.750000 Penalty: 4832.889648
	Iteration 77Q: 3 clusters Score -3158075 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3158118.750000 Penalty: 4832.889648
	Iteration 78Q: 3 clusters Score -3158119 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3158130.500000 Penalty: 4832.889648
	Iteration 79Q: 3 clusters Score -3158130 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3158151.500000 Penalty: 4832.889648
	Iteration 80F: 3 clusters Score -3158152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3158159.250000 Penalty: 4832.889648
	Iteration 81Q: 3 clusters Score -3158159 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3158169.750000 Penalty: 4832.889648
	Iteration 82Q: 3 clusters Score -3158170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3158179.500000 Penalty: 4832.889648
	Iteration 83Q: 3 clusters Score -3158180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3158184.500000 Penalty: 4832.889648
	Iteration 84Q: 3 clusters Score -3158184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3158195.000000 Penalty: 4832.889648
	Iteration 85Q: 3 clusters Score -3158195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3158208.250000 Penalty: 4832.889648
	Iteration 86Q: 3 clusters Score -3158208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3158215.000000 Penalty: 4832.889648
	Iteration 87Q: 3 clusters Score -3158215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3158224.000000 Penalty: 4832.889648
	Iteration 88Q: 3 clusters Score -3158224 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3158232.500000 Penalty: 4832.889648
	Iteration 89Q: 3 clusters Score -3158232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3158240.500000 Penalty: 4832.889648
	Iteration 90Q: 3 clusters Score -3158240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3158245.500000 Penalty: 4832.889648
	Iteration 91Q: 3 clusters Score -3158246 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3158258.250000 Penalty: 4832.889648
	Iteration 92Q: 3 clusters Score -3158258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3158263.000000 Penalty: 4832.889648
	Iteration 93Q: 3 clusters Score -3158263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3158261.750000 Penalty: 4832.889648
	Iteration 94Q: 3 clusters Score -3158262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3158264.750000 Penalty: 4832.889648
	Iteration 95Q: 3 clusters Score -3158265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3158279.250000 Penalty: 4832.889648
	Iteration 96Q: 3 clusters Score -3158279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3158283.500000 Penalty: 4832.889648
	Iteration 97Q: 3 clusters Score -3158284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3158280.500000 Penalty: 4832.889648
	Iteration 98Q: 3 clusters Score -3158280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3158290.500000 Penalty: 4832.889648
	Iteration 99Q: 3 clusters Score -3158290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3158302.250000 Penalty: 4832.889648
	Iteration 100F: 3 clusters Score -3158302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3158307.500000 Penalty: 4832.889648
	Iteration 101Q: 3 clusters Score -3158308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3158311.250000 Penalty: 4832.889648
	Iteration 102Q: 3 clusters Score -3158311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3158317.250000 Penalty: 4832.889648
	Iteration 103Q: 3 clusters Score -3158317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3158318.500000 Penalty: 4832.889648
	Iteration 104Q: 3 clusters Score -3158318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3158314.000000 Penalty: 4832.889648
	Iteration 105Q: 3 clusters Score -3158314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3158318.750000 Penalty: 4832.889648
	Iteration 106Q: 3 clusters Score -3158319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3158317.000000 Penalty: 4832.889648
	Iteration 107Q: 3 clusters Score -3158317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3158322.000000 Penalty: 4832.889648
	Iteration 108Q: 3 clusters Score -3158322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3158335.000000 Penalty: 4832.889648
	Iteration 109Q: 3 clusters Score -3158335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3158337.750000 Penalty: 4832.889648
	Iteration 110Q: 3 clusters Score -3158338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3158337.500000 Penalty: 4832.889648
	Iteration 111Q: 3 clusters Score -3158338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3158334.500000 Penalty: 4832.889648
	Iteration 112Q: 3 clusters Score -3158334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3158336.500000 Penalty: 4832.889648
	Iteration 113Q: 3 clusters Score -3158336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3158333.500000 Penalty: 4832.889648
	Iteration 114Q: 3 clusters Score -3158334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3158337.750000 Penalty: 4832.889648
	Iteration 115Q: 3 clusters Score -3158338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3158339.250000 Penalty: 4832.889648
	Iteration 116Q: 3 clusters Score -3158339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3158343.000000 Penalty: 4832.889648
	Iteration 117Q: 3 clusters Score -3158343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3158340.750000 Penalty: 4832.889648
	Iteration 118Q: 3 clusters Score -3158341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3158339.000000 Penalty: 4832.889648
	Iteration 119Q: 3 clusters Score -3158339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3158338.000000 Penalty: 4832.889648
	Iteration 120F: 3 clusters Score -3158338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3158338.000000 Penalty: 4832.889648
	Iteration 121Q: 3 clusters Score -3158338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3158344.750000 Penalty: 4832.889648
	Iteration 122Q: 3 clusters Score -3158345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3158346.750000 Penalty: 4832.889648
	Iteration 123Q: 3 clusters Score -3158347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3158341.500000 Penalty: 4832.889648
	Iteration 124Q: 3 clusters Score -3158342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3158339.750000 Penalty: 4832.889648
	Iteration 125Q: 3 clusters Score -3158340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3158340.750000 Penalty: 4832.889648
	Iteration 126Q: 3 clusters Score -3158341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3158340.750000 Penalty: 4832.889648
	Iteration 127F: 3 clusters Score -3158341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -204429.968750 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -204430 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 592 members 
Entering Unmasked Estep 
Score: -202495.046875 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -202495 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -203074.593750 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -203074.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -203371.312500 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -203371.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -203513.562500 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -203513.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -203641.562500 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -203641.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -203723.171875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -203723.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -203764.359375 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -203764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -203810.140625 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -203810.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -203836.171875 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -203836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -203865.328125 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -203865.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -203891.468750 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -203891.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -203917.562500 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -203917.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -203940.046875 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -203940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -203964.578125 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -203964.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -203995.156250 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -203995.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -204042.906250 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -204042.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -204094.984375 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -204095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -204136.625000 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -204136.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -204155.250000 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -204155.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204169.546875 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -204169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -204176.781250 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -204176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -204178.984375 Penalty: 3509.601318
	Iteration 21Q: 3 clusters Score -204179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -204180.953125 Penalty: 3509.601318
	Iteration 22Q: 3 clusters Score -204181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -204186.484375 Penalty: 3509.601318
	Iteration 23Q: 3 clusters Score -204186.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -204193.734375 Penalty: 3509.601318
	Iteration 24Q: 3 clusters Score -204193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -204197.078125 Penalty: 3509.601318
	Iteration 25Q: 3 clusters Score -204197.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -204200.578125 Penalty: 3509.601318
	Iteration 26Q: 3 clusters Score -204200.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -204205.359375 Penalty: 3509.601318
	Iteration 27Q: 3 clusters Score -204205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -204209.421875 Penalty: 3509.601318
	Iteration 28Q: 3 clusters Score -204209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -204211.500000 Penalty: 3509.601318
	Iteration 29Q: 3 clusters Score -204211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -204214.093750 Penalty: 3509.601318
	Iteration 30Q: 3 clusters Score -204214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -204216.250000 Penalty: 3509.601318
	Iteration 31Q: 3 clusters Score -204216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -204217.625000 Penalty: 3509.601318
	Iteration 32Q: 3 clusters Score -204217.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -204219.718750 Penalty: 3509.601318
	Iteration 33Q: 3 clusters Score -204219.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -204222.265625 Penalty: 3509.601318
	Iteration 34Q: 3 clusters Score -204222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -204225.984375 Penalty: 3509.601318
	Iteration 35Q: 3 clusters Score -204226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -204229.343750 Penalty: 3509.601318
	Iteration 36Q: 3 clusters Score -204229.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -204232.843750 Penalty: 3509.601318
	Iteration 37Q: 3 clusters Score -204232.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -204239.046875 Penalty: 3509.601318
	Iteration 38Q: 3 clusters Score -204239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -204244.515625 Penalty: 3509.601318
	Iteration 39Q: 3 clusters Score -204244.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -204248.390625 Penalty: 3509.601318
	Iteration 40F: 3 clusters Score -204248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204251.859375 Penalty: 3509.601318
	Iteration 41Q: 3 clusters Score -204251.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -204256.593750 Penalty: 3509.601318
	Iteration 42Q: 3 clusters Score -204256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -204262.328125 Penalty: 3509.601318
	Iteration 43Q: 3 clusters Score -204262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -204263.359375 Penalty: 3509.601318
	Iteration 44Q: 3 clusters Score -204263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -204265.859375 Penalty: 3509.601318
	Iteration 45Q: 3 clusters Score -204265.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204271.218750 Penalty: 3509.601318
	Iteration 46Q: 3 clusters Score -204271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -204273.406250 Penalty: 3509.601318
	Iteration 47Q: 3 clusters Score -204273.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -204273.406250 Penalty: 3509.601318
	Iteration 48F: 3 clusters Score -204273.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -405861.750000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -405861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -403160.968750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -403161 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -403984.968750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -403985 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -404300.625000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -404300.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -404498.281250 Penalty: 3838.722168
	Iteration 3F: 3 clusters Score -404498.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -404636.593750 Penalty: 3838.722168
	Iteration 4F: 3 clusters Score -404636.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -404780.093750 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -404780.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -405011.093750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -405011.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -405175.281250 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -405175.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405328.250000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -405328.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -405547.843750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -405547.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -405825.187500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -405825.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -405924.906250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -405924.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -405967.593750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -405967.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -405986.937500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -405986.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -405996.906250 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -405996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -406002.500000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -406002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -406003.031250 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -406003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -406004.812500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -406004.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -406007.656250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -406007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -406007.656250 Penalty: 3838.722168
	Iteration 19F: 3 clusters Score -406007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17047 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 1575 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26692 members 
Mstep: Class 18 contains 43356 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48650 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30567 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50375 members 
Mstep: Class 27 contains 59457 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51437 members 
Mstep: Class 30 contains 722 members 
Entering Unmasked Estep 
Score: -137145424.000000 Penalty: 100613.093750
Splitting cluster 9 changes total score from -137147024.000000 to -137145424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Entering Unmasked Estep 
Score: -7321410.500000 Penalty: 2624.745361
	Iteration 0F: 2 clusters Score -7321410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -7294695.500000 Penalty: 5249.490723
	Iteration 0F: 3 clusters Score -7294696 nChanged 18082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -7304491.000000 Penalty: 5249.490723
	Iteration 1F: 3 clusters Score -7304491 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -7305129.500000 Penalty: 5249.490723
	Iteration 2Q: 3 clusters Score -7305130 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -7305963.000000 Penalty: 5249.490723
	Iteration 3Q: 3 clusters Score -7305963 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -7307052.500000 Penalty: 5249.490723
	Iteration 4Q: 3 clusters Score -7307052 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -7308402.000000 Penalty: 5249.490723
	Iteration 5Q: 3 clusters Score -7308402 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -7309857.000000 Penalty: 5249.490723
	Iteration 6F: 3 clusters Score -7309857 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -7311363.000000 Penalty: 5249.490723
	Iteration 7F: 3 clusters Score -7311363 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -7312754.500000 Penalty: 5249.490723
	Iteration 8Q: 3 clusters Score -7312754 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -7314044.500000 Penalty: 5249.490723
	Iteration 9Q: 3 clusters Score -7314044 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -7315210.000000 Penalty: 5249.490723
	Iteration 10Q: 3 clusters Score -7315210 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -7316198.500000 Penalty: 5249.490723
	Iteration 11Q: 3 clusters Score -7316198 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -7316938.000000 Penalty: 5249.490723
	Iteration 12Q: 3 clusters Score -7316938 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7317477.500000 Penalty: 5249.490723
	Iteration 13Q: 3 clusters Score -7317478 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7317844.500000 Penalty: 5249.490723
	Iteration 14Q: 3 clusters Score -7317844 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7318133.000000 Penalty: 5249.490723
	Iteration 15Q: 3 clusters Score -7318133 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7318363.000000 Penalty: 5249.490723
	Iteration 16Q: 3 clusters Score -7318363 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7318544.500000 Penalty: 5249.490723
	Iteration 17Q: 3 clusters Score -7318544 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -7318700.500000 Penalty: 5249.490723
	Iteration 18Q: 3 clusters Score -7318700 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7318796.000000 Penalty: 5249.490723
	Iteration 19Q: 3 clusters Score -7318796 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7318850.500000 Penalty: 5249.490723
	Iteration 20F: 3 clusters Score -7318850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7318898.000000 Penalty: 5249.490723
	Iteration 21Q: 3 clusters Score -7318898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7318935.000000 Penalty: 5249.490723
	Iteration 22Q: 3 clusters Score -7318935 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7318979.500000 Penalty: 5249.490723
	Iteration 23Q: 3 clusters Score -7318980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7319004.500000 Penalty: 5249.490723
	Iteration 24Q: 3 clusters Score -7319004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7319036.500000 Penalty: 5249.490723
	Iteration 25Q: 3 clusters Score -7319036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7319045.500000 Penalty: 5249.490723
	Iteration 26Q: 3 clusters Score -7319046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7319055.500000 Penalty: 5249.490723
	Iteration 27Q: 3 clusters Score -7319056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7319079.500000 Penalty: 5249.490723
	Iteration 28Q: 3 clusters Score -7319080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7319094.500000 Penalty: 5249.490723
	Iteration 29Q: 3 clusters Score -7319094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7319107.000000 Penalty: 5249.490723
	Iteration 30Q: 3 clusters Score -7319107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7319123.500000 Penalty: 5249.490723
	Iteration 31Q: 3 clusters Score -7319124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7319137.500000 Penalty: 5249.490723
	Iteration 32Q: 3 clusters Score -7319138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7319146.500000 Penalty: 5249.490723
	Iteration 33Q: 3 clusters Score -7319146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7319154.500000 Penalty: 5249.490723
	Iteration 34Q: 3 clusters Score -7319154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7319159.500000 Penalty: 5249.490723
	Iteration 35Q: 3 clusters Score -7319160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7319166.500000 Penalty: 5249.490723
	Iteration 36Q: 3 clusters Score -7319166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7319157.500000 Penalty: 5249.490723
	Iteration 37Q: 3 clusters Score -7319158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -7319157.500000 Penalty: 5249.490723
	Iteration 38F: 3 clusters Score -7319158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Entering Unmasked Estep 
Score: -8972070.000000 Penalty: 2672.948486
	Iteration 0F: 2 clusters Score -8972070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -8942385.000000 Penalty: 5345.896973
	Iteration 0F: 3 clusters Score -8942385 nChanged 22123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -8954847.000000 Penalty: 5345.896973
	Iteration 1F: 3 clusters Score -8954847 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -8956079.000000 Penalty: 5345.896973
	Iteration 2Q: 3 clusters Score -8956079 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8957657.000000 Penalty: 5345.896973
	Iteration 3F: 3 clusters Score -8957657 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8959633.000000 Penalty: 5345.896973
	Iteration 4F: 3 clusters Score -8959633 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8962020.000000 Penalty: 5345.896973
	Iteration 5F: 3 clusters Score -8962020 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -8965042.000000 Penalty: 5345.896973
	Iteration 6F: 3 clusters Score -8965042 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -8968325.000000 Penalty: 5345.896973
	Iteration 7F: 3 clusters Score -8968325 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -8970736.000000 Penalty: 5345.896973
	Iteration 8F: 3 clusters Score -8970736 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -8971849.000000 Penalty: 5345.896973
	Iteration 9Q: 3 clusters Score -8971849 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -8972464.000000 Penalty: 5345.896973
	Iteration 10Q: 3 clusters Score -8972464 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -8972765.000000 Penalty: 5345.896973
	Iteration 11Q: 3 clusters Score -8972765 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8972939.000000 Penalty: 5345.896973
	Iteration 12Q: 3 clusters Score -8972939 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -8973040.000000 Penalty: 5345.896973
	Iteration 13Q: 3 clusters Score -8973040 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -8973074.000000 Penalty: 5345.896973
	Iteration 14Q: 3 clusters Score -8973074 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -8973065.000000 Penalty: 5345.896973
	Iteration 15Q: 3 clusters Score -8973065 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8973080.000000 Penalty: 5345.896973
	Iteration 16Q: 3 clusters Score -8973080 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -8973092.000000 Penalty: 5345.896973
	Iteration 17Q: 3 clusters Score -8973092 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39043 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -8973091.000000 Penalty: 5345.896973
	Iteration 18Q: 3 clusters Score -8973091 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -8973114.000000 Penalty: 5345.896973
	Iteration 19Q: 3 clusters Score -8973114 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -8973121.000000 Penalty: 5345.896973
	Iteration 20F: 3 clusters Score -8973121 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -8973104.000000 Penalty: 5345.896973
	Iteration 21Q: 3 clusters Score -8973104 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8973115.000000 Penalty: 5345.896973
	Iteration 22Q: 3 clusters Score -8973115 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -8973104.000000 Penalty: 5345.896973
	Iteration 23Q: 3 clusters Score -8973104 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -8973132.000000 Penalty: 5345.896973
	Iteration 24Q: 3 clusters Score -8973132 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -8973073.000000 Penalty: 5345.896973
	Iteration 25Q: 3 clusters Score -8973073 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -8973034.000000 Penalty: 5345.896973
	Iteration 26Q: 3 clusters Score -8973034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8973003.000000 Penalty: 5345.896973
	Iteration 27Q: 3 clusters Score -8973003 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -8972970.000000 Penalty: 5345.896973
	Iteration 28Q: 3 clusters Score -8972970 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -8972878.000000 Penalty: 5345.896973
	Iteration 29Q: 3 clusters Score -8972878 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -8972827.000000 Penalty: 5345.896973
	Iteration 30Q: 3 clusters Score -8972827 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8972759.000000 Penalty: 5345.896973
	Iteration 31Q: 3 clusters Score -8972759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8972702.000000 Penalty: 5345.896973
	Iteration 32Q: 3 clusters Score -8972702 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8972663.000000 Penalty: 5345.896973
	Iteration 33Q: 3 clusters Score -8972663 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -8972572.000000 Penalty: 5345.896973
	Iteration 34Q: 3 clusters Score -8972572 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -8972493.000000 Penalty: 5345.896973
	Iteration 35Q: 3 clusters Score -8972493 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8972415.000000 Penalty: 5345.896973
	Iteration 36Q: 3 clusters Score -8972415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8972324.000000 Penalty: 5345.896973
	Iteration 37Q: 3 clusters Score -8972324 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8972260.000000 Penalty: 5345.896973
	Iteration 38Q: 3 clusters Score -8972260 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8972168.000000 Penalty: 5345.896973
	Iteration 39Q: 3 clusters Score -8972168 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8972098.000000 Penalty: 5345.896973
	Iteration 40F: 3 clusters Score -8972098 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -8972020.000000 Penalty: 5345.896973
	Iteration 41Q: 3 clusters Score -8972020 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -8971941.000000 Penalty: 5345.896973
	Iteration 42Q: 3 clusters Score -8971941 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -8971884.000000 Penalty: 5345.896973
	Iteration 43Q: 3 clusters Score -8971884 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8971793.000000 Penalty: 5345.896973
	Iteration 44Q: 3 clusters Score -8971793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8971739.000000 Penalty: 5345.896973
	Iteration 45Q: 3 clusters Score -8971739 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8971664.000000 Penalty: 5345.896973
	Iteration 46Q: 3 clusters Score -8971664 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8971600.000000 Penalty: 5345.896973
	Iteration 47Q: 3 clusters Score -8971600 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8971533.000000 Penalty: 5345.896973
	Iteration 48Q: 3 clusters Score -8971533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8971482.000000 Penalty: 5345.896973
	Iteration 49Q: 3 clusters Score -8971482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8971446.000000 Penalty: 5345.896973
	Iteration 50Q: 3 clusters Score -8971446 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8971414.000000 Penalty: 5345.896973
	Iteration 51Q: 3 clusters Score -8971414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46193 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8971383.000000 Penalty: 5345.896973
	Iteration 52Q: 3 clusters Score -8971383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8971351.000000 Penalty: 5345.896973
	Iteration 53Q: 3 clusters Score -8971351 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8971329.000000 Penalty: 5345.896973
	Iteration 54Q: 3 clusters Score -8971329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8971297.000000 Penalty: 5345.896973
	Iteration 55Q: 3 clusters Score -8971297 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46458 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8971249.000000 Penalty: 5345.896973
	Iteration 56Q: 3 clusters Score -8971249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8971231.000000 Penalty: 5345.896973
	Iteration 57Q: 3 clusters Score -8971231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8971193.000000 Penalty: 5345.896973
	Iteration 58Q: 3 clusters Score -8971193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8971151.000000 Penalty: 5345.896973
	Iteration 59Q: 3 clusters Score -8971151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8971127.000000 Penalty: 5345.896973
	Iteration 60F: 3 clusters Score -8971127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8971109.000000 Penalty: 5345.896973
	Iteration 61Q: 3 clusters Score -8971109 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8971094.000000 Penalty: 5345.896973
	Iteration 62Q: 3 clusters Score -8971094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8971081.000000 Penalty: 5345.896973
	Iteration 63Q: 3 clusters Score -8971081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8971070.000000 Penalty: 5345.896973
	Iteration 64Q: 3 clusters Score -8971070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8971065.000000 Penalty: 5345.896973
	Iteration 65Q: 3 clusters Score -8971065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8971044.000000 Penalty: 5345.896973
	Iteration 66Q: 3 clusters Score -8971044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8971049.000000 Penalty: 5345.896973
	Iteration 67Q: 3 clusters Score -8971049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8971033.000000 Penalty: 5345.896973
	Iteration 68Q: 3 clusters Score -8971033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8971044.000000 Penalty: 5345.896973
	Iteration 69Q: 3 clusters Score -8971044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8971034.000000 Penalty: 5345.896973
	Iteration 70Q: 3 clusters Score -8971034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8971020.000000 Penalty: 5345.896973
	Iteration 71Q: 3 clusters Score -8971020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8971020.000000 Penalty: 5345.896973
	Iteration 72Q: 3 clusters Score -8971020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46923 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8971019.000000 Penalty: 5345.896973
	Iteration 73Q: 3 clusters Score -8971019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8971019.000000 Penalty: 5345.896973
	Iteration 74Q: 3 clusters Score -8971019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8971018.000000 Penalty: 5345.896973
	Iteration 75Q: 3 clusters Score -8971018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8970998.000000 Penalty: 5345.896973
	Iteration 76Q: 3 clusters Score -8970998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8970998.000000 Penalty: 5345.896973
	Iteration 77F: 3 clusters Score -8970998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 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 356 members 
Entering Unmasked Estep 
Score: -106598.414062 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106598.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107037.257812 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107037.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107244.945312 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107244.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107319.671875 Penalty: 3269.470215
	Iteration 3Q: 3 clusters Score -107319.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -107342.054688 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107342.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107350.046875 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107360.992188 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107362.234375 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -107366.468750 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107369.453125 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -107369.453125 Penalty: 3269.470215
	Iteration 10F: 3 clusters Score -107369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Entering Unmasked Estep 
Score: -10152187.000000 Penalty: 2702.276611
	Iteration 0F: 2 clusters Score -1.015219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -10121246.000000 Penalty: 5404.553223
	Iteration 0F: 3 clusters Score -1.012125e+07 nChanged 24986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -10135081.000000 Penalty: 5404.553223
	Iteration 1F: 3 clusters Score -1.013508e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27259 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -10135527.000000 Penalty: 5404.553223
	Iteration 2Q: 3 clusters Score -1.013553e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -10135919.000000 Penalty: 5404.553223
	Iteration 3Q: 3 clusters Score -1.013592e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -10136176.000000 Penalty: 5404.553223
	Iteration 4Q: 3 clusters Score -1.013618e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -10136479.000000 Penalty: 5404.553223
	Iteration 5Q: 3 clusters Score -1.013648e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -10136774.000000 Penalty: 5404.553223
	Iteration 6Q: 3 clusters Score -1.013677e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -10137086.000000 Penalty: 5404.553223
	Iteration 7Q: 3 clusters Score -1.013709e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -10137447.000000 Penalty: 5404.553223
	Iteration 8Q: 3 clusters Score -1.013745e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -10137853.000000 Penalty: 5404.553223
	Iteration 9Q: 3 clusters Score -1.013785e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -10138458.000000 Penalty: 5404.553223
	Iteration 10Q: 3 clusters Score -1.013846e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -10139177.000000 Penalty: 5404.553223
	Iteration 11Q: 3 clusters Score -1.013918e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -10140247.000000 Penalty: 5404.553223
	Iteration 12Q: 3 clusters Score -1.014025e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -10141792.000000 Penalty: 5404.553223
	Iteration 13Q: 3 clusters Score -1.014179e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -10143666.000000 Penalty: 5404.553223
	Iteration 14F: 3 clusters Score -1.014367e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -10145146.000000 Penalty: 5404.553223
	Iteration 15Q: 3 clusters Score -1.014515e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -10145981.000000 Penalty: 5404.553223
	Iteration 16Q: 3 clusters Score -1.014598e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -10146353.000000 Penalty: 5404.553223
	Iteration 17Q: 3 clusters Score -1.014635e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -10146636.000000 Penalty: 5404.553223
	Iteration 18Q: 3 clusters Score -1.014664e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -10146904.000000 Penalty: 5404.553223
	Iteration 19Q: 3 clusters Score -1.01469e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -10147146.000000 Penalty: 5404.553223
	Iteration 20F: 3 clusters Score -1.014715e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -10147439.000000 Penalty: 5404.553223
	Iteration 21Q: 3 clusters Score -1.014744e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -10147705.000000 Penalty: 5404.553223
	Iteration 22Q: 3 clusters Score -1.01477e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -10147897.000000 Penalty: 5404.553223
	Iteration 23Q: 3 clusters Score -1.01479e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 40592 members 
Entering Unmasked Estep 
Score: -10148193.000000 Penalty: 5404.553223
	Iteration 24Q: 3 clusters Score -1.014819e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -10148528.000000 Penalty: 5404.553223
	Iteration 25Q: 3 clusters Score -1.014853e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -10148784.000000 Penalty: 5404.553223
	Iteration 26Q: 3 clusters Score -1.014878e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -10149096.000000 Penalty: 5404.553223
	Iteration 27Q: 3 clusters Score -1.01491e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -10148856.000000 Penalty: 5404.553223
	Iteration 28Q: 3 clusters Score -1.014886e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -10149369.000000 Penalty: 5404.553223
	Iteration 29Q: 3 clusters Score -1.014937e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10149621.000000 Penalty: 5404.553223
	Iteration 30Q: 3 clusters Score -1.014962e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -10149629.000000 Penalty: 5404.553223
	Iteration 31Q: 3 clusters Score -1.014963e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -10149712.000000 Penalty: 5404.553223
	Iteration 32Q: 3 clusters Score -1.014971e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 52687 members 
Entering Unmasked Estep 
Score: -10149667.000000 Penalty: 5404.553223
	Iteration 33Q: 3 clusters Score -1.014967e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 53016 members 
Entering Unmasked Estep 
Score: -10149708.000000 Penalty: 5404.553223
	Iteration 34Q: 3 clusters Score -1.014971e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -10149753.000000 Penalty: 5404.553223
	Iteration 35Q: 3 clusters Score -1.014975e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 53343 members 
Entering Unmasked Estep 
Score: -10149789.000000 Penalty: 5404.553223
	Iteration 36Q: 3 clusters Score -1.014979e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 53419 members 
Entering Unmasked Estep 
Score: -10149795.000000 Penalty: 5404.553223
	Iteration 37Q: 3 clusters Score -1.01498e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 53462 members 
Entering Unmasked Estep 
Score: -10149799.000000 Penalty: 5404.553223
	Iteration 38Q: 3 clusters Score -1.01498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 53495 members 
Entering Unmasked Estep 
Score: -10149829.000000 Penalty: 5404.553223
	Iteration 39Q: 3 clusters Score -1.014983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 53523 members 
Entering Unmasked Estep 
Score: -10149864.000000 Penalty: 5404.553223
	Iteration 40F: 3 clusters Score -1.014986e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -10149918.000000 Penalty: 5404.553223
	Iteration 41Q: 3 clusters Score -1.014992e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 53602 members 
Entering Unmasked Estep 
Score: -10149939.000000 Penalty: 5404.553223
	Iteration 42Q: 3 clusters Score -1.014994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -10149950.000000 Penalty: 5404.553223
	Iteration 43Q: 3 clusters Score -1.014995e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -10149987.000000 Penalty: 5404.553223
	Iteration 44Q: 3 clusters Score -1.014999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -10149987.000000 Penalty: 5404.553223
	Iteration 45Q: 3 clusters Score -1.014999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -10150015.000000 Penalty: 5404.553223
	Iteration 46Q: 3 clusters Score -1.015002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53644 members 
Entering Unmasked Estep 
Score: -10150017.000000 Penalty: 5404.553223
	Iteration 47Q: 3 clusters Score -1.015002e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -10150018.000000 Penalty: 5404.553223
	Iteration 48Q: 3 clusters Score -1.015002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -10150016.000000 Penalty: 5404.553223
	Iteration 49Q: 3 clusters Score -1.015002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -10150025.000000 Penalty: 5404.553223
	Iteration 50Q: 3 clusters Score -1.015002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -10150017.000000 Penalty: 5404.553223
	Iteration 51Q: 3 clusters Score -1.015002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -10150032.000000 Penalty: 5404.553223
	Iteration 52Q: 3 clusters Score -1.015003e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -10150025.000000 Penalty: 5404.553223
	Iteration 53Q: 3 clusters Score -1.015002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -10150026.000000 Penalty: 5404.553223
	Iteration 54Q: 3 clusters Score -1.015003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 53660 members 
Entering Unmasked Estep 
Score: -10150028.000000 Penalty: 5404.553223
	Iteration 55Q: 3 clusters Score -1.015003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 53661 members 
Entering Unmasked Estep 
Score: -10150024.000000 Penalty: 5404.553223
	Iteration 56Q: 3 clusters Score -1.015002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -10150026.000000 Penalty: 5404.553223
	Iteration 57Q: 3 clusters Score -1.015003e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -10150026.000000 Penalty: 5404.553223
	Iteration 58F: 3 clusters Score -1.015003e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Entering Unmasked Estep 
Score: -2039176.125000 Penalty: 2307.778564
	Iteration 0F: 2 clusters Score -2039176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2030808.750000 Penalty: 4615.557129
	Iteration 0F: 3 clusters Score -2030809 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2033143.000000 Penalty: 4615.557129
	Iteration 1F: 3 clusters Score -2033143 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2033415.625000 Penalty: 4615.557129
	Iteration 2F: 3 clusters Score -2033416 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2033602.000000 Penalty: 4615.557129
	Iteration 3Q: 3 clusters Score -2033602 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2033754.125000 Penalty: 4615.557129
	Iteration 4Q: 3 clusters Score -2033754 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -2033871.125000 Penalty: 4615.557129
	Iteration 5Q: 3 clusters Score -2033871 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2033960.125000 Penalty: 4615.557129
	Iteration 6Q: 3 clusters Score -2033960 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2034031.375000 Penalty: 4615.557129
	Iteration 7Q: 3 clusters Score -2034031 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2034099.125000 Penalty: 4615.557129
	Iteration 8Q: 3 clusters Score -2034099 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2034157.500000 Penalty: 4615.557129
	Iteration 9Q: 3 clusters Score -2034158 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2034220.625000 Penalty: 4615.557129
	Iteration 10Q: 3 clusters Score -2034221 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2034296.000000 Penalty: 4615.557129
	Iteration 11Q: 3 clusters Score -2034296 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2034380.250000 Penalty: 4615.557129
	Iteration 12Q: 3 clusters Score -2034380 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2034471.125000 Penalty: 4615.557129
	Iteration 13Q: 3 clusters Score -2034471 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2034571.375000 Penalty: 4615.557129
	Iteration 14Q: 3 clusters Score -2034571 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2034716.125000 Penalty: 4615.557129
	Iteration 15Q: 3 clusters Score -2034716 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2034868.750000 Penalty: 4615.557129
	Iteration 16Q: 3 clusters Score -2034869 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2035057.125000 Penalty: 4615.557129
	Iteration 17Q: 3 clusters Score -2035057 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2035286.625000 Penalty: 4615.557129
	Iteration 18Q: 3 clusters Score -2035287 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2035527.750000 Penalty: 4615.557129
	Iteration 19Q: 3 clusters Score -2035528 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2035783.875000 Penalty: 4615.557129
	Iteration 20F: 3 clusters Score -2035784 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2036029.250000 Penalty: 4615.557129
	Iteration 21Q: 3 clusters Score -2036029 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2036247.125000 Penalty: 4615.557129
	Iteration 22Q: 3 clusters Score -2036247 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2036417.500000 Penalty: 4615.557129
	Iteration 23Q: 3 clusters Score -2036418 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2036564.750000 Penalty: 4615.557129
	Iteration 24Q: 3 clusters Score -2036565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2036685.250000 Penalty: 4615.557129
	Iteration 25Q: 3 clusters Score -2036685 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2036769.375000 Penalty: 4615.557129
	Iteration 26Q: 3 clusters Score -2036769 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2036832.250000 Penalty: 4615.557129
	Iteration 27Q: 3 clusters Score -2036832 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2036891.500000 Penalty: 4615.557129
	Iteration 28Q: 3 clusters Score -2036892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2036931.500000 Penalty: 4615.557129
	Iteration 29Q: 3 clusters Score -2036932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2036976.000000 Penalty: 4615.557129
	Iteration 30Q: 3 clusters Score -2036976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2037029.750000 Penalty: 4615.557129
	Iteration 31Q: 3 clusters Score -2037030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2037058.625000 Penalty: 4615.557129
	Iteration 32Q: 3 clusters Score -2037059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2037079.250000 Penalty: 4615.557129
	Iteration 33Q: 3 clusters Score -2037079 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2037096.375000 Penalty: 4615.557129
	Iteration 34Q: 3 clusters Score -2037096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2037102.875000 Penalty: 4615.557129
	Iteration 35Q: 3 clusters Score -2037103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2037116.000000 Penalty: 4615.557129
	Iteration 36Q: 3 clusters Score -2037116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2037119.875000 Penalty: 4615.557129
	Iteration 37Q: 3 clusters Score -2037120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2037137.250000 Penalty: 4615.557129
	Iteration 38Q: 3 clusters Score -2037137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2037136.500000 Penalty: 4615.557129
	Iteration 39Q: 3 clusters Score -2037136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2037144.000000 Penalty: 4615.557129
	Iteration 40F: 3 clusters Score -2037144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2037146.125000 Penalty: 4615.557129
	Iteration 41Q: 3 clusters Score -2037146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2037150.000000 Penalty: 4615.557129
	Iteration 42Q: 3 clusters Score -2037150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2037155.375000 Penalty: 4615.557129
	Iteration 43Q: 3 clusters Score -2037155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2037163.625000 Penalty: 4615.557129
	Iteration 44Q: 3 clusters Score -2037164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2037175.875000 Penalty: 4615.557129
	Iteration 45Q: 3 clusters Score -2037176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2037176.875000 Penalty: 4615.557129
	Iteration 46Q: 3 clusters Score -2037177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2037180.500000 Penalty: 4615.557129
	Iteration 47Q: 3 clusters Score -2037180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2037185.250000 Penalty: 4615.557129
	Iteration 48Q: 3 clusters Score -2037185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2037187.875000 Penalty: 4615.557129
	Iteration 49Q: 3 clusters Score -2037188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2037187.750000 Penalty: 4615.557129
	Iteration 50Q: 3 clusters Score -2037188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2037192.000000 Penalty: 4615.557129
	Iteration 51Q: 3 clusters Score -2037192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2037197.500000 Penalty: 4615.557129
	Iteration 52Q: 3 clusters Score -2037198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2037199.000000 Penalty: 4615.557129
	Iteration 53Q: 3 clusters Score -2037199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2037201.625000 Penalty: 4615.557129
	Iteration 54Q: 3 clusters Score -2037202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2037205.250000 Penalty: 4615.557129
	Iteration 55Q: 3 clusters Score -2037205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2037207.000000 Penalty: 4615.557129
	Iteration 56Q: 3 clusters Score -2037207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2037207.125000 Penalty: 4615.557129
	Iteration 57Q: 3 clusters Score -2037207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2037211.625000 Penalty: 4615.557129
	Iteration 58Q: 3 clusters Score -2037212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2037218.000000 Penalty: 4615.557129
	Iteration 59Q: 3 clusters Score -2037218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2037218.625000 Penalty: 4615.557129
	Iteration 60F: 3 clusters Score -2037219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2037220.875000 Penalty: 4615.557129
	Iteration 61Q: 3 clusters Score -2037221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2037220.875000 Penalty: 4615.557129
	Iteration 62F: 3 clusters Score -2037221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104284.125000 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104284.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -104838.140625 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104838.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105095.937500 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105095.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105256.062500 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105256.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -105345.304688 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105345.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105420.648438 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105420.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105455.132812 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105455.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105478.359375 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105496.039062 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105511.734375 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105511.734375 Penalty: 3336.211914
	Iteration 10F: 3 clusters Score -105511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Entering Unmasked Estep 
Score: -4634318.500000 Penalty: 2508.721436
	Iteration 0F: 2 clusters Score -4634318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4617171.000000 Penalty: 5017.442871
	Iteration 0F: 3 clusters Score -4617171 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4623052.000000 Penalty: 5017.442871
	Iteration 1F: 3 clusters Score -4623052 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -4623399.500000 Penalty: 5017.442871
	Iteration 2Q: 3 clusters Score -4623400 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -4623680.500000 Penalty: 5017.442871
	Iteration 3Q: 3 clusters Score -4623680 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -4623916.500000 Penalty: 5017.442871
	Iteration 4Q: 3 clusters Score -4623916 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4624161.000000 Penalty: 5017.442871
	Iteration 5Q: 3 clusters Score -4624161 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -4624388.500000 Penalty: 5017.442871
	Iteration 6Q: 3 clusters Score -4624388 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4624620.500000 Penalty: 5017.442871
	Iteration 7Q: 3 clusters Score -4624620 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -4624875.000000 Penalty: 5017.442871
	Iteration 8Q: 3 clusters Score -4624875 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -4625168.500000 Penalty: 5017.442871
	Iteration 9Q: 3 clusters Score -4625168 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -4625544.500000 Penalty: 5017.442871
	Iteration 10Q: 3 clusters Score -4625544 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -4626037.000000 Penalty: 5017.442871
	Iteration 11Q: 3 clusters Score -4626037 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -4626565.500000 Penalty: 5017.442871
	Iteration 12Q: 3 clusters Score -4626566 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -4627099.500000 Penalty: 5017.442871
	Iteration 13Q: 3 clusters Score -4627100 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -4627622.500000 Penalty: 5017.442871
	Iteration 14Q: 3 clusters Score -4627622 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -4628112.000000 Penalty: 5017.442871
	Iteration 15Q: 3 clusters Score -4628112 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -4628561.500000 Penalty: 5017.442871
	Iteration 16Q: 3 clusters Score -4628562 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -4628909.500000 Penalty: 5017.442871
	Iteration 17Q: 3 clusters Score -4628910 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -4629135.000000 Penalty: 5017.442871
	Iteration 18Q: 3 clusters Score -4629135 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -4629281.500000 Penalty: 5017.442871
	Iteration 19Q: 3 clusters Score -4629282 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -4629367.000000 Penalty: 5017.442871
	Iteration 20F: 3 clusters Score -4629367 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -4629415.000000 Penalty: 5017.442871
	Iteration 21Q: 3 clusters Score -4629415 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4629468.000000 Penalty: 5017.442871
	Iteration 22Q: 3 clusters Score -4629468 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -4629494.500000 Penalty: 5017.442871
	Iteration 23Q: 3 clusters Score -4629494 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -4629528.500000 Penalty: 5017.442871
	Iteration 24Q: 3 clusters Score -4629528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4629560.500000 Penalty: 5017.442871
	Iteration 25Q: 3 clusters Score -4629560 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4629601.000000 Penalty: 5017.442871
	Iteration 26Q: 3 clusters Score -4629601 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -4629649.000000 Penalty: 5017.442871
	Iteration 27Q: 3 clusters Score -4629649 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -4629679.500000 Penalty: 5017.442871
	Iteration 28Q: 3 clusters Score -4629680 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -4629692.000000 Penalty: 5017.442871
	Iteration 29Q: 3 clusters Score -4629692 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -4629726.500000 Penalty: 5017.442871
	Iteration 30Q: 3 clusters Score -4629726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -4629751.500000 Penalty: 5017.442871
	Iteration 31Q: 3 clusters Score -4629752 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -4629788.000000 Penalty: 5017.442871
	Iteration 32Q: 3 clusters Score -4629788 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4629814.000000 Penalty: 5017.442871
	Iteration 33Q: 3 clusters Score -4629814 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4629839.500000 Penalty: 5017.442871
	Iteration 34Q: 3 clusters Score -4629840 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -4629884.000000 Penalty: 5017.442871
	Iteration 35Q: 3 clusters Score -4629884 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -4629933.500000 Penalty: 5017.442871
	Iteration 36Q: 3 clusters Score -4629934 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4629973.500000 Penalty: 5017.442871
	Iteration 37Q: 3 clusters Score -4629974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -4630007.500000 Penalty: 5017.442871
	Iteration 38Q: 3 clusters Score -4630008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -4630051.500000 Penalty: 5017.442871
	Iteration 39Q: 3 clusters Score -4630052 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -4630105.500000 Penalty: 5017.442871
	Iteration 40F: 3 clusters Score -4630106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -4630157.000000 Penalty: 5017.442871
	Iteration 41Q: 3 clusters Score -4630157 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -4630203.500000 Penalty: 5017.442871
	Iteration 42Q: 3 clusters Score -4630204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4630240.000000 Penalty: 5017.442871
	Iteration 43Q: 3 clusters Score -4630240 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4630284.500000 Penalty: 5017.442871
	Iteration 44Q: 3 clusters Score -4630284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -4630323.000000 Penalty: 5017.442871
	Iteration 45Q: 3 clusters Score -4630323 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -4630387.000000 Penalty: 5017.442871
	Iteration 46Q: 3 clusters Score -4630387 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4630444.000000 Penalty: 5017.442871
	Iteration 47Q: 3 clusters Score -4630444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4630509.500000 Penalty: 5017.442871
	Iteration 48Q: 3 clusters Score -4630510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4630576.000000 Penalty: 5017.442871
	Iteration 49Q: 3 clusters Score -4630576 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4630661.000000 Penalty: 5017.442871
	Iteration 50Q: 3 clusters Score -4630661 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -4630766.500000 Penalty: 5017.442871
	Iteration 51Q: 3 clusters Score -4630766 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4630888.500000 Penalty: 5017.442871
	Iteration 52Q: 3 clusters Score -4630888 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4631020.000000 Penalty: 5017.442871
	Iteration 53Q: 3 clusters Score -4631020 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4631151.000000 Penalty: 5017.442871
	Iteration 54Q: 3 clusters Score -4631151 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4631302.500000 Penalty: 5017.442871
	Iteration 55Q: 3 clusters Score -4631302 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4631459.000000 Penalty: 5017.442871
	Iteration 56Q: 3 clusters Score -4631459 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -4631604.000000 Penalty: 5017.442871
	Iteration 57Q: 3 clusters Score -4631604 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4631696.000000 Penalty: 5017.442871
	Iteration 58Q: 3 clusters Score -4631696 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4631794.500000 Penalty: 5017.442871
	Iteration 59Q: 3 clusters Score -4631794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4631869.000000 Penalty: 5017.442871
	Iteration 60F: 3 clusters Score -4631869 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4631930.000000 Penalty: 5017.442871
	Iteration 61Q: 3 clusters Score -4631930 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -4631988.500000 Penalty: 5017.442871
	Iteration 62Q: 3 clusters Score -4631988 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4632039.000000 Penalty: 5017.442871
	Iteration 63Q: 3 clusters Score -4632039 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4632062.500000 Penalty: 5017.442871
	Iteration 64Q: 3 clusters Score -4632062 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4632090.000000 Penalty: 5017.442871
	Iteration 65Q: 3 clusters Score -4632090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4632100.000000 Penalty: 5017.442871
	Iteration 66Q: 3 clusters Score -4632100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4632114.500000 Penalty: 5017.442871
	Iteration 67Q: 3 clusters Score -4632114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4632134.000000 Penalty: 5017.442871
	Iteration 68Q: 3 clusters Score -4632134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4632136.000000 Penalty: 5017.442871
	Iteration 69Q: 3 clusters Score -4632136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4632140.500000 Penalty: 5017.442871
	Iteration 70Q: 3 clusters Score -4632140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4632153.500000 Penalty: 5017.442871
	Iteration 71Q: 3 clusters Score -4632154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4632161.500000 Penalty: 5017.442871
	Iteration 72Q: 3 clusters Score -4632162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4632168.000000 Penalty: 5017.442871
	Iteration 73Q: 3 clusters Score -4632168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4632171.000000 Penalty: 5017.442871
	Iteration 74Q: 3 clusters Score -4632171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4632174.000000 Penalty: 5017.442871
	Iteration 75Q: 3 clusters Score -4632174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4632173.000000 Penalty: 5017.442871
	Iteration 76Q: 3 clusters Score -4632173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -4632172.000000 Penalty: 5017.442871
	Iteration 77Q: 3 clusters Score -4632172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4632171.000000 Penalty: 5017.442871
	Iteration 78Q: 3 clusters Score -4632171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4632177.000000 Penalty: 5017.442871
	Iteration 79Q: 3 clusters Score -4632177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4632177.000000 Penalty: 5017.442871
	Iteration 80F: 3 clusters Score -4632177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Entering Unmasked Estep 
Score: -4851951.000000 Penalty: 2527.645752
	Iteration 0F: 2 clusters Score -4851951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4833540.500000 Penalty: 5055.291504
	Iteration 0F: 3 clusters Score -4833540 nChanged 11887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -4839911.000000 Penalty: 5055.291504
	Iteration 1F: 3 clusters Score -4839911 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4840306.500000 Penalty: 5055.291504
	Iteration 2Q: 3 clusters Score -4840306 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -4840593.000000 Penalty: 5055.291504
	Iteration 3Q: 3 clusters Score -4840593 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -4840857.500000 Penalty: 5055.291504
	Iteration 4Q: 3 clusters Score -4840858 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -4841071.500000 Penalty: 5055.291504
	Iteration 5Q: 3 clusters Score -4841072 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -4841226.000000 Penalty: 5055.291504
	Iteration 6Q: 3 clusters Score -4841226 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -4841410.500000 Penalty: 5055.291504
	Iteration 7Q: 3 clusters Score -4841410 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -4841607.500000 Penalty: 5055.291504
	Iteration 8Q: 3 clusters Score -4841608 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -4841861.500000 Penalty: 5055.291504
	Iteration 9Q: 3 clusters Score -4841862 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -4842223.000000 Penalty: 5055.291504
	Iteration 10Q: 3 clusters Score -4842223 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4842678.500000 Penalty: 5055.291504
	Iteration 11Q: 3 clusters Score -4842678 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -4843256.500000 Penalty: 5055.291504
	Iteration 12Q: 3 clusters Score -4843256 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4843886.500000 Penalty: 5055.291504
	Iteration 13Q: 3 clusters Score -4843886 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4844668.000000 Penalty: 5055.291504
	Iteration 14Q: 3 clusters Score -4844668 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4845491.500000 Penalty: 5055.291504
	Iteration 15Q: 3 clusters Score -4845492 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -4846285.500000 Penalty: 5055.291504
	Iteration 16Q: 3 clusters Score -4846286 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4846941.000000 Penalty: 5055.291504
	Iteration 17Q: 3 clusters Score -4846941 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4847519.000000 Penalty: 5055.291504
	Iteration 18Q: 3 clusters Score -4847519 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4847985.000000 Penalty: 5055.291504
	Iteration 19Q: 3 clusters Score -4847985 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -4848361.500000 Penalty: 5055.291504
	Iteration 20F: 3 clusters Score -4848362 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -4848699.000000 Penalty: 5055.291504
	Iteration 21Q: 3 clusters Score -4848699 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -4848985.500000 Penalty: 5055.291504
	Iteration 22Q: 3 clusters Score -4848986 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -4849207.000000 Penalty: 5055.291504
	Iteration 23Q: 3 clusters Score -4849207 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -4849378.500000 Penalty: 5055.291504
	Iteration 24Q: 3 clusters Score -4849378 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -4849510.000000 Penalty: 5055.291504
	Iteration 25Q: 3 clusters Score -4849510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -4849589.000000 Penalty: 5055.291504
	Iteration 26Q: 3 clusters Score -4849589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -4849648.500000 Penalty: 5055.291504
	Iteration 27Q: 3 clusters Score -4849648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -4849684.000000 Penalty: 5055.291504
	Iteration 28Q: 3 clusters Score -4849684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -4849699.000000 Penalty: 5055.291504
	Iteration 29Q: 3 clusters Score -4849699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -4849710.500000 Penalty: 5055.291504
	Iteration 30Q: 3 clusters Score -4849710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -4849718.500000 Penalty: 5055.291504
	Iteration 31Q: 3 clusters Score -4849718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -4849728.500000 Penalty: 5055.291504
	Iteration 32Q: 3 clusters Score -4849728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -4849733.500000 Penalty: 5055.291504
	Iteration 33Q: 3 clusters Score -4849734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -4849733.500000 Penalty: 5055.291504
	Iteration 34F: 3 clusters Score -4849734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Entering Unmasked Estep 
Score: -8129901.000000 Penalty: 2647.945801
	Iteration 0F: 2 clusters Score -8129901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8101208.500000 Penalty: 5295.891602
	Iteration 0F: 3 clusters Score -8101208 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -8111938.000000 Penalty: 5295.891602
	Iteration 1F: 3 clusters Score -8111938 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8112479.000000 Penalty: 5295.891602
	Iteration 2Q: 3 clusters Score -8112479 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -8112967.500000 Penalty: 5295.891602
	Iteration 3Q: 3 clusters Score -8112968 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8113416.500000 Penalty: 5295.891602
	Iteration 4Q: 3 clusters Score -8113416 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -8114020.000000 Penalty: 5295.891602
	Iteration 5Q: 3 clusters Score -8114020 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -8114785.500000 Penalty: 5295.891602
	Iteration 6Q: 3 clusters Score -8114786 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -8115766.500000 Penalty: 5295.891602
	Iteration 7Q: 3 clusters Score -8115766 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -8116939.000000 Penalty: 5295.891602
	Iteration 8Q: 3 clusters Score -8116939 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -8118223.000000 Penalty: 5295.891602
	Iteration 9Q: 3 clusters Score -8118223 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -8119566.500000 Penalty: 5295.891602
	Iteration 10Q: 3 clusters Score -8119566 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -8120890.000000 Penalty: 5295.891602
	Iteration 11Q: 3 clusters Score -8120890 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -8122069.500000 Penalty: 5295.891602
	Iteration 12Q: 3 clusters Score -8122070 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -8123016.500000 Penalty: 5295.891602
	Iteration 13Q: 3 clusters Score -8123016 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 35141 members 
Entering Unmasked Estep 
Score: -8123845.500000 Penalty: 5295.891602
	Iteration 14Q: 3 clusters Score -8123846 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -8124412.500000 Penalty: 5295.891602
	Iteration 15Q: 3 clusters Score -8124412 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -8124868.500000 Penalty: 5295.891602
	Iteration 16Q: 3 clusters Score -8124868 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -8125272.500000 Penalty: 5295.891602
	Iteration 17Q: 3 clusters Score -8125272 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -8125683.000000 Penalty: 5295.891602
	Iteration 18Q: 3 clusters Score -8125683 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -8125949.000000 Penalty: 5295.891602
	Iteration 19Q: 3 clusters Score -8125949 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -8126201.000000 Penalty: 5295.891602
	Iteration 20F: 3 clusters Score -8126201 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -8126431.000000 Penalty: 5295.891602
	Iteration 21Q: 3 clusters Score -8126431 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -8126629.500000 Penalty: 5295.891602
	Iteration 22Q: 3 clusters Score -8126630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8126782.500000 Penalty: 5295.891602
	Iteration 23Q: 3 clusters Score -8126782 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -8126915.500000 Penalty: 5295.891602
	Iteration 24Q: 3 clusters Score -8126916 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8127039.500000 Penalty: 5295.891602
	Iteration 25Q: 3 clusters Score -8127040 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -8127138.000000 Penalty: 5295.891602
	Iteration 26Q: 3 clusters Score -8127138 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8127224.500000 Penalty: 5295.891602
	Iteration 27Q: 3 clusters Score -8127224 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8127322.500000 Penalty: 5295.891602
	Iteration 28Q: 3 clusters Score -8127322 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8127398.500000 Penalty: 5295.891602
	Iteration 29Q: 3 clusters Score -8127398 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -8127457.000000 Penalty: 5295.891602
	Iteration 30Q: 3 clusters Score -8127457 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8127502.500000 Penalty: 5295.891602
	Iteration 31Q: 3 clusters Score -8127502 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8127536.500000 Penalty: 5295.891602
	Iteration 32Q: 3 clusters Score -8127536 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8127578.000000 Penalty: 5295.891602
	Iteration 33Q: 3 clusters Score -8127578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -8127576.000000 Penalty: 5295.891602
	Iteration 34Q: 3 clusters Score -8127576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8127579.000000 Penalty: 5295.891602
	Iteration 35Q: 3 clusters Score -8127579 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -8127623.500000 Penalty: 5295.891602
	Iteration 36Q: 3 clusters Score -8127624 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8127635.000000 Penalty: 5295.891602
	Iteration 37Q: 3 clusters Score -8127635 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8127645.000000 Penalty: 5295.891602
	Iteration 38Q: 3 clusters Score -8127645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -8127663.000000 Penalty: 5295.891602
	Iteration 39Q: 3 clusters Score -8127663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -8127687.000000 Penalty: 5295.891602
	Iteration 40F: 3 clusters Score -8127687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8127707.500000 Penalty: 5295.891602
	Iteration 41Q: 3 clusters Score -8127708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8127706.500000 Penalty: 5295.891602
	Iteration 42Q: 3 clusters Score -8127706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8127711.000000 Penalty: 5295.891602
	Iteration 43Q: 3 clusters Score -8127711 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8127719.000000 Penalty: 5295.891602
	Iteration 44Q: 3 clusters Score -8127719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -8127723.500000 Penalty: 5295.891602
	Iteration 45Q: 3 clusters Score -8127724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -8127730.500000 Penalty: 5295.891602
	Iteration 46Q: 3 clusters Score -8127730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -8127730.500000 Penalty: 5295.891602
	Iteration 47Q: 3 clusters Score -8127730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8127733.000000 Penalty: 5295.891602
	Iteration 48Q: 3 clusters Score -8127733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8127743.500000 Penalty: 5295.891602
	Iteration 49Q: 3 clusters Score -8127744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8127743.000000 Penalty: 5295.891602
	Iteration 50Q: 3 clusters Score -8127743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8127745.500000 Penalty: 5295.891602
	Iteration 51Q: 3 clusters Score -8127746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8127747.500000 Penalty: 5295.891602
	Iteration 52Q: 3 clusters Score -8127748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -8127750.500000 Penalty: 5295.891602
	Iteration 53Q: 3 clusters Score -8127750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -8127750.500000 Penalty: 5295.891602
	Iteration 54Q: 3 clusters Score -8127750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8127747.000000 Penalty: 5295.891602
	Iteration 55Q: 3 clusters Score -8127747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8127747.000000 Penalty: 5295.891602
	Iteration 56F: 3 clusters Score -8127747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Entering Unmasked Estep 
Score: -8814015.000000 Penalty: 2670.605225
	Iteration 0F: 2 clusters Score -8814015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8783410.000000 Penalty: 5341.210449
	Iteration 0F: 3 clusters Score -8783410 nChanged 21652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8795361.000000 Penalty: 5341.210449
	Iteration 1F: 3 clusters Score -8795361 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -8795788.000000 Penalty: 5341.210449
	Iteration 2Q: 3 clusters Score -8795788 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8796268.000000 Penalty: 5341.210449
	Iteration 3Q: 3 clusters Score -8796268 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8796731.000000 Penalty: 5341.210449
	Iteration 4Q: 3 clusters Score -8796731 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8797351.000000 Penalty: 5341.210449
	Iteration 5Q: 3 clusters Score -8797351 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -8798100.000000 Penalty: 5341.210449
	Iteration 6Q: 3 clusters Score -8798100 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8799144.000000 Penalty: 5341.210449
	Iteration 7Q: 3 clusters Score -8799144 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -8800622.000000 Penalty: 5341.210449
	Iteration 8F: 3 clusters Score -8800622 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -8802478.000000 Penalty: 5341.210449
	Iteration 9F: 3 clusters Score -8802478 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -8804467.000000 Penalty: 5341.210449
	Iteration 10F: 3 clusters Score -8804467 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -8806030.000000 Penalty: 5341.210449
	Iteration 11Q: 3 clusters Score -8806030 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -8807038.000000 Penalty: 5341.210449
	Iteration 12Q: 3 clusters Score -8807038 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8807684.000000 Penalty: 5341.210449
	Iteration 13Q: 3 clusters Score -8807684 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -8808135.000000 Penalty: 5341.210449
	Iteration 14Q: 3 clusters Score -8808135 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -8808495.000000 Penalty: 5341.210449
	Iteration 15Q: 3 clusters Score -8808495 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -8808827.000000 Penalty: 5341.210449
	Iteration 16Q: 3 clusters Score -8808827 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -8809135.000000 Penalty: 5341.210449
	Iteration 17Q: 3 clusters Score -8809135 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8809442.000000 Penalty: 5341.210449
	Iteration 18Q: 3 clusters Score -8809442 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8809654.000000 Penalty: 5341.210449
	Iteration 19Q: 3 clusters Score -8809654 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8809903.000000 Penalty: 5341.210449
	Iteration 20F: 3 clusters Score -8809903 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8810052.000000 Penalty: 5341.210449
	Iteration 21Q: 3 clusters Score -8810052 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8810195.000000 Penalty: 5341.210449
	Iteration 22Q: 3 clusters Score -8810195 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8810359.000000 Penalty: 5341.210449
	Iteration 23Q: 3 clusters Score -8810359 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8810559.000000 Penalty: 5341.210449
	Iteration 24Q: 3 clusters Score -8810559 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8810715.000000 Penalty: 5341.210449
	Iteration 25Q: 3 clusters Score -8810715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8810840.000000 Penalty: 5341.210449
	Iteration 26Q: 3 clusters Score -8810840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8810938.000000 Penalty: 5341.210449
	Iteration 27Q: 3 clusters Score -8810938 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8811016.000000 Penalty: 5341.210449
	Iteration 28Q: 3 clusters Score -8811016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8811113.000000 Penalty: 5341.210449
	Iteration 29Q: 3 clusters Score -8811113 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8811200.000000 Penalty: 5341.210449
	Iteration 30Q: 3 clusters Score -8811200 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8811236.000000 Penalty: 5341.210449
	Iteration 31Q: 3 clusters Score -8811236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8811307.000000 Penalty: 5341.210449
	Iteration 32Q: 3 clusters Score -8811307 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8811352.000000 Penalty: 5341.210449
	Iteration 33Q: 3 clusters Score -8811352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8811391.000000 Penalty: 5341.210449
	Iteration 34Q: 3 clusters Score -8811391 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8811423.000000 Penalty: 5341.210449
	Iteration 35Q: 3 clusters Score -8811423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8811460.000000 Penalty: 5341.210449
	Iteration 36Q: 3 clusters Score -8811460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8811497.000000 Penalty: 5341.210449
	Iteration 37Q: 3 clusters Score -8811497 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8811520.000000 Penalty: 5341.210449
	Iteration 38Q: 3 clusters Score -8811520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8811537.000000 Penalty: 5341.210449
	Iteration 39Q: 3 clusters Score -8811537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8811562.000000 Penalty: 5341.210449
	Iteration 40F: 3 clusters Score -8811562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8811575.000000 Penalty: 5341.210449
	Iteration 41Q: 3 clusters Score -8811575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8811594.000000 Penalty: 5341.210449
	Iteration 42Q: 3 clusters Score -8811594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8811598.000000 Penalty: 5341.210449
	Iteration 43Q: 3 clusters Score -8811598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8811609.000000 Penalty: 5341.210449
	Iteration 44Q: 3 clusters Score -8811609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8811616.000000 Penalty: 5341.210449
	Iteration 45Q: 3 clusters Score -8811616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -8811618.000000 Penalty: 5341.210449
	Iteration 46Q: 3 clusters Score -8811618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8811624.000000 Penalty: 5341.210449
	Iteration 47Q: 3 clusters Score -8811624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8811624.000000 Penalty: 5341.210449
	Iteration 48Q: 3 clusters Score -8811624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8811629.000000 Penalty: 5341.210449
	Iteration 49Q: 3 clusters Score -8811629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8811629.000000 Penalty: 5341.210449
	Iteration 50Q: 3 clusters Score -8811629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8811629.000000 Penalty: 5341.210449
	Iteration 51F: 3 clusters Score -8811629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -1111242.375000 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -1111242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1106126.125000 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -1106126 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1107374.750000 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -1107375 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1107618.625000 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -1107619 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1107754.125000 Penalty: 4311.058594
	Iteration 3Q: 3 clusters Score -1107754 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1107842.875000 Penalty: 4311.058594
	Iteration 4Q: 3 clusters Score -1107843 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1107910.250000 Penalty: 4311.058594
	Iteration 5Q: 3 clusters Score -1107910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1107964.750000 Penalty: 4311.058594
	Iteration 6Q: 3 clusters Score -1107965 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1108029.375000 Penalty: 4311.058594
	Iteration 7Q: 3 clusters Score -1108029 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1108088.375000 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -1108088 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1108140.750000 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -1108141 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1108181.125000 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -1108181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1108215.000000 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -1108215 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1108248.875000 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -1108249 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1108288.000000 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -1108288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1108319.875000 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -1108320 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1108347.250000 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -1108347 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1108375.875000 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -1108376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1108408.375000 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -1108408 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1108440.750000 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -1108441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1108467.125000 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -1108467 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1108489.000000 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -1108489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1108507.875000 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -1108508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1108533.750000 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -1108534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1108559.750000 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -1108560 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1108592.250000 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -1108592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1108627.625000 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -1108628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1108659.125000 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -1108659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1108698.125000 Penalty: 4311.058594
	Iteration 27Q: 3 clusters Score -1108698 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1108739.500000 Penalty: 4311.058594
	Iteration 28Q: 3 clusters Score -1108740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1108778.625000 Penalty: 4311.058594
	Iteration 29Q: 3 clusters Score -1108779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1108813.375000 Penalty: 4311.058594
	Iteration 30Q: 3 clusters Score -1108813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1108849.250000 Penalty: 4311.058594
	Iteration 31Q: 3 clusters Score -1108849 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1108879.500000 Penalty: 4311.058594
	Iteration 32Q: 3 clusters Score -1108880 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1108910.500000 Penalty: 4311.058594
	Iteration 33Q: 3 clusters Score -1108910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1108944.500000 Penalty: 4311.058594
	Iteration 34Q: 3 clusters Score -1108944 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1108970.750000 Penalty: 4311.058594
	Iteration 35Q: 3 clusters Score -1108971 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1108997.625000 Penalty: 4311.058594
	Iteration 36Q: 3 clusters Score -1108998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1109023.125000 Penalty: 4311.058594
	Iteration 37Q: 3 clusters Score -1109023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1109044.375000 Penalty: 4311.058594
	Iteration 38Q: 3 clusters Score -1109044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1109061.000000 Penalty: 4311.058594
	Iteration 39Q: 3 clusters Score -1109061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1109082.625000 Penalty: 4311.058594
	Iteration 40F: 3 clusters Score -1109083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1109102.125000 Penalty: 4311.058594
	Iteration 41Q: 3 clusters Score -1109102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1109127.750000 Penalty: 4311.058594
	Iteration 42Q: 3 clusters Score -1109128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1109153.125000 Penalty: 4311.058594
	Iteration 43Q: 3 clusters Score -1109153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1109175.500000 Penalty: 4311.058594
	Iteration 44Q: 3 clusters Score -1109176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1109194.375000 Penalty: 4311.058594
	Iteration 45Q: 3 clusters Score -1109194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1109221.750000 Penalty: 4311.058594
	Iteration 46Q: 3 clusters Score -1109222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1109242.375000 Penalty: 4311.058594
	Iteration 47Q: 3 clusters Score -1109242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1109259.375000 Penalty: 4311.058594
	Iteration 48Q: 3 clusters Score -1109259 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1109274.375000 Penalty: 4311.058594
	Iteration 49Q: 3 clusters Score -1109274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1109284.375000 Penalty: 4311.058594
	Iteration 50Q: 3 clusters Score -1109284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1109295.625000 Penalty: 4311.058594
	Iteration 51Q: 3 clusters Score -1109296 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1109304.000000 Penalty: 4311.058594
	Iteration 52Q: 3 clusters Score -1109304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1109314.000000 Penalty: 4311.058594
	Iteration 53Q: 3 clusters Score -1109314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1109324.250000 Penalty: 4311.058594
	Iteration 54Q: 3 clusters Score -1109324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1109332.500000 Penalty: 4311.058594
	Iteration 55Q: 3 clusters Score -1109332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1109338.625000 Penalty: 4311.058594
	Iteration 56Q: 3 clusters Score -1109339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1109348.875000 Penalty: 4311.058594
	Iteration 57Q: 3 clusters Score -1109349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1109356.625000 Penalty: 4311.058594
	Iteration 58Q: 3 clusters Score -1109357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1109364.625000 Penalty: 4311.058594
	Iteration 59Q: 3 clusters Score -1109365 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1109369.250000 Penalty: 4311.058594
	Iteration 60F: 3 clusters Score -1109369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1109381.125000 Penalty: 4311.058594
	Iteration 61Q: 3 clusters Score -1109381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1109388.375000 Penalty: 4311.058594
	Iteration 62Q: 3 clusters Score -1109388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1109395.500000 Penalty: 4311.058594
	Iteration 63Q: 3 clusters Score -1109396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1109402.250000 Penalty: 4311.058594
	Iteration 64Q: 3 clusters Score -1109402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1109407.875000 Penalty: 4311.058594
	Iteration 65Q: 3 clusters Score -1109408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1109419.125000 Penalty: 4311.058594
	Iteration 66Q: 3 clusters Score -1109419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1109429.500000 Penalty: 4311.058594
	Iteration 67Q: 3 clusters Score -1109430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1109438.000000 Penalty: 4311.058594
	Iteration 68Q: 3 clusters Score -1109438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1109446.375000 Penalty: 4311.058594
	Iteration 69Q: 3 clusters Score -1109446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1109454.875000 Penalty: 4311.058594
	Iteration 70Q: 3 clusters Score -1109455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1109462.250000 Penalty: 4311.058594
	Iteration 71Q: 3 clusters Score -1109462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1109468.375000 Penalty: 4311.058594
	Iteration 72Q: 3 clusters Score -1109468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1109469.000000 Penalty: 4311.058594
	Iteration 73Q: 3 clusters Score -1109469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1109476.125000 Penalty: 4311.058594
	Iteration 74Q: 3 clusters Score -1109476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1109474.500000 Penalty: 4311.058594
	Iteration 75Q: 3 clusters Score -1109474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1109474.500000 Penalty: 4311.058594
	Iteration 76F: 3 clusters Score -1109474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Entering Unmasked Estep 
Score: -9125200.000000 Penalty: 2676.516846
	Iteration 0F: 2 clusters Score -9125200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -9095511.000000 Penalty: 5353.033691
	Iteration 0F: 3 clusters Score -9095511 nChanged 22364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9107795.000000 Penalty: 5353.033691
	Iteration 1F: 3 clusters Score -9107795 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -9108302.000000 Penalty: 5353.033691
	Iteration 2Q: 3 clusters Score -9108302 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -9109004.000000 Penalty: 5353.033691
	Iteration 3Q: 3 clusters Score -9109004 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -9109907.000000 Penalty: 5353.033691
	Iteration 4Q: 3 clusters Score -9109907 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -9111374.000000 Penalty: 5353.033691
	Iteration 5F: 3 clusters Score -9111374 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -9113519.000000 Penalty: 5353.033691
	Iteration 6F: 3 clusters Score -9113519 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 39365 members 
Entering Unmasked Estep 
Score: -9116493.000000 Penalty: 5353.033691
	Iteration 7F: 3 clusters Score -9116493 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -9119632.000000 Penalty: 5353.033691
	Iteration 8F: 3 clusters Score -9119632 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -9121860.000000 Penalty: 5353.033691
	Iteration 9F: 3 clusters Score -9121860 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -9122608.000000 Penalty: 5353.033691
	Iteration 10Q: 3 clusters Score -9122608 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -9122842.000000 Penalty: 5353.033691
	Iteration 11Q: 3 clusters Score -9122842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9122958.000000 Penalty: 5353.033691
	Iteration 12Q: 3 clusters Score -9122958 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9122995.000000 Penalty: 5353.033691
	Iteration 13Q: 3 clusters Score -9122995 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -9123027.000000 Penalty: 5353.033691
	Iteration 14Q: 3 clusters Score -9123027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -9123076.000000 Penalty: 5353.033691
	Iteration 15Q: 3 clusters Score -9123076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9123089.000000 Penalty: 5353.033691
	Iteration 16Q: 3 clusters Score -9123089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -9123095.000000 Penalty: 5353.033691
	Iteration 17Q: 3 clusters Score -9123095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9123106.000000 Penalty: 5353.033691
	Iteration 18Q: 3 clusters Score -9123106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9123117.000000 Penalty: 5353.033691
	Iteration 19Q: 3 clusters Score -9123117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9123103.000000 Penalty: 5353.033691
	Iteration 20F: 3 clusters Score -9123103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -9123108.000000 Penalty: 5353.033691
	Iteration 21Q: 3 clusters Score -9123108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -9123110.000000 Penalty: 5353.033691
	Iteration 22Q: 3 clusters Score -9123110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9123105.000000 Penalty: 5353.033691
	Iteration 23Q: 3 clusters Score -9123105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9123112.000000 Penalty: 5353.033691
	Iteration 24Q: 3 clusters Score -9123112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -9123112.000000 Penalty: 5353.033691
	Iteration 25F: 3 clusters Score -9123112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -202109.484375 Penalty: 1764.059204
	Iteration 0F: 2 clusters Score -202109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -200081.406250 Penalty: 3528.118408
	Iteration 0F: 3 clusters Score -200081.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -200548.593750 Penalty: 3528.118408
	Iteration 1F: 3 clusters Score -200548.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -200749.703125 Penalty: 3528.118408
	Iteration 2F: 3 clusters Score -200749.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -200863.968750 Penalty: 3528.118408
	Iteration 3F: 3 clusters Score -200864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -200932.500000 Penalty: 3528.118408
	Iteration 4Q: 3 clusters Score -200932.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -200979.687500 Penalty: 3528.118408
	Iteration 5Q: 3 clusters Score -200979.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -201021.859375 Penalty: 3528.118408
	Iteration 6Q: 3 clusters Score -201021.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -201061.937500 Penalty: 3528.118408
	Iteration 7Q: 3 clusters Score -201061.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -201121.203125 Penalty: 3528.118408
	Iteration 8Q: 3 clusters Score -201121.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -201208.546875 Penalty: 3528.118408
	Iteration 9Q: 3 clusters Score -201208.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -201289.562500 Penalty: 3528.118408
	Iteration 10Q: 3 clusters Score -201289.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -201375.859375 Penalty: 3528.118408
	Iteration 11Q: 3 clusters Score -201375.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -201434.750000 Penalty: 3528.118408
	Iteration 12Q: 3 clusters Score -201434.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -201478.640625 Penalty: 3528.118408
	Iteration 13Q: 3 clusters Score -201478.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -201519.453125 Penalty: 3528.118408
	Iteration 14Q: 3 clusters Score -201519.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -201558.171875 Penalty: 3528.118408
	Iteration 15Q: 3 clusters Score -201558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -201600.078125 Penalty: 3528.118408
	Iteration 16Q: 3 clusters Score -201600.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -201654.609375 Penalty: 3528.118408
	Iteration 17Q: 3 clusters Score -201654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -201698.421875 Penalty: 3528.118408
	Iteration 18Q: 3 clusters Score -201698.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -201722.312500 Penalty: 3528.118408
	Iteration 19Q: 3 clusters Score -201722.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -201745.406250 Penalty: 3528.118408
	Iteration 20F: 3 clusters Score -201745.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -201771.015625 Penalty: 3528.118408
	Iteration 21Q: 3 clusters Score -201771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -201788.312500 Penalty: 3528.118408
	Iteration 22Q: 3 clusters Score -201788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -201794.500000 Penalty: 3528.118408
	Iteration 23Q: 3 clusters Score -201794.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -201796.296875 Penalty: 3528.118408
	Iteration 24Q: 3 clusters Score -201796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -201797.734375 Penalty: 3528.118408
	Iteration 25Q: 3 clusters Score -201797.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -201798.031250 Penalty: 3528.118408
	Iteration 26Q: 3 clusters Score -201798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -201798.031250 Penalty: 3528.118408
	Iteration 27F: 3 clusters Score -201798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Entering Unmasked Estep 
Score: -5673474.500000 Penalty: 2561.263672
	Iteration 0F: 2 clusters Score -5673474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -5652565.000000 Penalty: 5122.527344
	Iteration 0F: 3 clusters Score -5652565 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -5660004.000000 Penalty: 5122.527344
	Iteration 1F: 3 clusters Score -5660004 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5660492.500000 Penalty: 5122.527344
	Iteration 2Q: 3 clusters Score -5660492 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -5660992.000000 Penalty: 5122.527344
	Iteration 3Q: 3 clusters Score -5660992 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -5661563.000000 Penalty: 5122.527344
	Iteration 4Q: 3 clusters Score -5661563 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5662365.500000 Penalty: 5122.527344
	Iteration 5Q: 3 clusters Score -5662366 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5663519.000000 Penalty: 5122.527344
	Iteration 6F: 3 clusters Score -5663519 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -5665059.500000 Penalty: 5122.527344
	Iteration 7F: 3 clusters Score -5665060 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5666825.000000 Penalty: 5122.527344
	Iteration 8F: 3 clusters Score -5666825 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -5668471.000000 Penalty: 5122.527344
	Iteration 9F: 3 clusters Score -5668471 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5669735.500000 Penalty: 5122.527344
	Iteration 10Q: 3 clusters Score -5669736 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -5670498.500000 Penalty: 5122.527344
	Iteration 11Q: 3 clusters Score -5670498 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5670829.000000 Penalty: 5122.527344
	Iteration 12Q: 3 clusters Score -5670829 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30202 members 
Entering Unmasked Estep 
Score: -5670997.000000 Penalty: 5122.527344
	Iteration 13Q: 3 clusters Score -5670997 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -5671083.000000 Penalty: 5122.527344
	Iteration 14Q: 3 clusters Score -5671083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5671116.000000 Penalty: 5122.527344
	Iteration 15Q: 3 clusters Score -5671116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
Score: -5671144.500000 Penalty: 5122.527344
	Iteration 16Q: 3 clusters Score -5671144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5671157.500000 Penalty: 5122.527344
	Iteration 17Q: 3 clusters Score -5671158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -5671171.000000 Penalty: 5122.527344
	Iteration 18Q: 3 clusters Score -5671171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5671186.000000 Penalty: 5122.527344
	Iteration 19Q: 3 clusters Score -5671186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -5671205.500000 Penalty: 5122.527344
	Iteration 20F: 3 clusters Score -5671206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -5671218.000000 Penalty: 5122.527344
	Iteration 21Q: 3 clusters Score -5671218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -5671225.000000 Penalty: 5122.527344
	Iteration 22Q: 3 clusters Score -5671225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -5671231.000000 Penalty: 5122.527344
	Iteration 23Q: 3 clusters Score -5671231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -5671228.500000 Penalty: 5122.527344
	Iteration 24Q: 3 clusters Score -5671228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -5671231.500000 Penalty: 5122.527344
	Iteration 25Q: 3 clusters Score -5671232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -5671238.500000 Penalty: 5122.527344
	Iteration 26Q: 3 clusters Score -5671238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5671239.500000 Penalty: 5122.527344
	Iteration 27Q: 3 clusters Score -5671240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -5671239.500000 Penalty: 5122.527344
	Iteration 28F: 3 clusters Score -5671240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 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 203 members 
Entering Unmasked Estep 
Score: -68678.351562 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68678.35 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -68828.812500 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68828.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68901.757812 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -68901.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -68931.757812 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -68931.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -68963.140625 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -68963.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68980.195312 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -68980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68997.101562 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -68997.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69000.031250 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -69000.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -69011.429688 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -69011.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -69028.500000 Penalty: 2991.219971
	Iteration 9Q: 3 clusters Score -69028.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69035.921875 Penalty: 2991.219971
	Iteration 10Q: 3 clusters Score -69035.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -69035.921875 Penalty: 2991.219971
	Iteration 11F: 3 clusters Score -69035.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Entering Unmasked Estep 
Score: -932417.750000 Penalty: 2113.747559
	Iteration 0F: 2 clusters Score -932417.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -927900.937500 Penalty: 4227.495117
	Iteration 0F: 3 clusters Score -927900.9 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -928969.125000 Penalty: 4227.495117
	Iteration 1F: 3 clusters Score -928969.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -929211.750000 Penalty: 4227.495117
	Iteration 2F: 3 clusters Score -929211.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -929385.375000 Penalty: 4227.495117
	Iteration 3F: 3 clusters Score -929385.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -929510.250000 Penalty: 4227.495117
	Iteration 4Q: 3 clusters Score -929510.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -929595.812500 Penalty: 4227.495117
	Iteration 5Q: 3 clusters Score -929595.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -929672.312500 Penalty: 4227.495117
	Iteration 6Q: 3 clusters Score -929672.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -929743.875000 Penalty: 4227.495117
	Iteration 7Q: 3 clusters Score -929743.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -929814.625000 Penalty: 4227.495117
	Iteration 8Q: 3 clusters Score -929814.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -929873.375000 Penalty: 4227.495117
	Iteration 9Q: 3 clusters Score -929873.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -929927.250000 Penalty: 4227.495117
	Iteration 10Q: 3 clusters Score -929927.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -929975.375000 Penalty: 4227.495117
	Iteration 11Q: 3 clusters Score -929975.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -930020.937500 Penalty: 4227.495117
	Iteration 12Q: 3 clusters Score -930020.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -930058.875000 Penalty: 4227.495117
	Iteration 13Q: 3 clusters Score -930058.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -930089.500000 Penalty: 4227.495117
	Iteration 14Q: 3 clusters Score -930089.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -930129.312500 Penalty: 4227.495117
	Iteration 15Q: 3 clusters Score -930129.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -930164.125000 Penalty: 4227.495117
	Iteration 16Q: 3 clusters Score -930164.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -930200.937500 Penalty: 4227.495117
	Iteration 17Q: 3 clusters Score -930200.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -930230.937500 Penalty: 4227.495117
	Iteration 18Q: 3 clusters Score -930230.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -930255.937500 Penalty: 4227.495117
	Iteration 19Q: 3 clusters Score -930255.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -930284.562500 Penalty: 4227.495117
	Iteration 20F: 3 clusters Score -930284.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -930316.187500 Penalty: 4227.495117
	Iteration 21Q: 3 clusters Score -930316.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -930347.250000 Penalty: 4227.495117
	Iteration 22Q: 3 clusters Score -930347.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -930372.437500 Penalty: 4227.495117
	Iteration 23Q: 3 clusters Score -930372.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -930394.062500 Penalty: 4227.495117
	Iteration 24Q: 3 clusters Score -930394.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -930414.875000 Penalty: 4227.495117
	Iteration 25Q: 3 clusters Score -930414.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -930437.000000 Penalty: 4227.495117
	Iteration 26Q: 3 clusters Score -930437 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -930451.625000 Penalty: 4227.495117
	Iteration 27Q: 3 clusters Score -930451.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -930464.125000 Penalty: 4227.495117
	Iteration 28Q: 3 clusters Score -930464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -930475.062500 Penalty: 4227.495117
	Iteration 29Q: 3 clusters Score -930475.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -930483.625000 Penalty: 4227.495117
	Iteration 30Q: 3 clusters Score -930483.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -930493.437500 Penalty: 4227.495117
	Iteration 31Q: 3 clusters Score -930493.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -930503.312500 Penalty: 4227.495117
	Iteration 32Q: 3 clusters Score -930503.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -930513.000000 Penalty: 4227.495117
	Iteration 33Q: 3 clusters Score -930513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -930520.562500 Penalty: 4227.495117
	Iteration 34Q: 3 clusters Score -930520.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -930528.250000 Penalty: 4227.495117
	Iteration 35Q: 3 clusters Score -930528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -930534.812500 Penalty: 4227.495117
	Iteration 36Q: 3 clusters Score -930534.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -930538.625000 Penalty: 4227.495117
	Iteration 37Q: 3 clusters Score -930538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -930543.250000 Penalty: 4227.495117
	Iteration 38Q: 3 clusters Score -930543.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -930546.625000 Penalty: 4227.495117
	Iteration 39Q: 3 clusters Score -930546.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -930549.500000 Penalty: 4227.495117
	Iteration 40F: 3 clusters Score -930549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -930553.250000 Penalty: 4227.495117
	Iteration 41Q: 3 clusters Score -930553.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -930562.812500 Penalty: 4227.495117
	Iteration 42Q: 3 clusters Score -930562.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -930572.562500 Penalty: 4227.495117
	Iteration 43Q: 3 clusters Score -930572.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -930590.125000 Penalty: 4227.495117
	Iteration 44Q: 3 clusters Score -930590.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -930600.562500 Penalty: 4227.495117
	Iteration 45Q: 3 clusters Score -930600.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -930609.750000 Penalty: 4227.495117
	Iteration 46Q: 3 clusters Score -930609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -930618.000000 Penalty: 4227.495117
	Iteration 47Q: 3 clusters Score -930618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -930621.687500 Penalty: 4227.495117
	Iteration 48Q: 3 clusters Score -930621.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -930626.562500 Penalty: 4227.495117
	Iteration 49Q: 3 clusters Score -930626.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -930630.812500 Penalty: 4227.495117
	Iteration 50Q: 3 clusters Score -930630.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -930636.062500 Penalty: 4227.495117
	Iteration 51Q: 3 clusters Score -930636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -930637.562500 Penalty: 4227.495117
	Iteration 52Q: 3 clusters Score -930637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -930640.500000 Penalty: 4227.495117
	Iteration 53Q: 3 clusters Score -930640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -930641.812500 Penalty: 4227.495117
	Iteration 54Q: 3 clusters Score -930641.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -930642.437500 Penalty: 4227.495117
	Iteration 55Q: 3 clusters Score -930642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -930643.875000 Penalty: 4227.495117
	Iteration 56Q: 3 clusters Score -930643.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -930646.625000 Penalty: 4227.495117
	Iteration 57Q: 3 clusters Score -930646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -930646.687500 Penalty: 4227.495117
	Iteration 58Q: 3 clusters Score -930646.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -930647.250000 Penalty: 4227.495117
	Iteration 59Q: 3 clusters Score -930647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -930647.250000 Penalty: 4227.495117
	Iteration 60F: 3 clusters Score -930647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Entering Unmasked Estep 
Score: -9482871.000000 Penalty: 2685.158203
	Iteration 0F: 2 clusters Score -9482871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -9451871.000000 Penalty: 5370.316406
	Iteration 0F: 3 clusters Score -9451871 nChanged 23229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -9464717.000000 Penalty: 5370.316406
	Iteration 1F: 3 clusters Score -9464717 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -9465330.000000 Penalty: 5370.316406
	Iteration 2Q: 3 clusters Score -9465330 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -9465996.000000 Penalty: 5370.316406
	Iteration 3Q: 3 clusters Score -9465996 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -9466977.000000 Penalty: 5370.316406
	Iteration 4Q: 3 clusters Score -9466977 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -9468447.000000 Penalty: 5370.316406
	Iteration 5F: 3 clusters Score -9468447 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -9470656.000000 Penalty: 5370.316406
	Iteration 6F: 3 clusters Score -9470656 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -9473637.000000 Penalty: 5370.316406
	Iteration 7F: 3 clusters Score -9473637 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -9476817.000000 Penalty: 5370.316406
	Iteration 8F: 3 clusters Score -9476817 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 46904 members 
Entering Unmasked Estep 
Score: -9478889.000000 Penalty: 5370.316406
	Iteration 9F: 3 clusters Score -9478889 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9479817.000000 Penalty: 5370.316406
	Iteration 10Q: 3 clusters Score -9479817 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9480170.000000 Penalty: 5370.316406
	Iteration 11Q: 3 clusters Score -9480170 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -9480371.000000 Penalty: 5370.316406
	Iteration 12Q: 3 clusters Score -9480371 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -9480464.000000 Penalty: 5370.316406
	Iteration 13Q: 3 clusters Score -9480464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9480493.000000 Penalty: 5370.316406
	Iteration 14Q: 3 clusters Score -9480493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -9480517.000000 Penalty: 5370.316406
	Iteration 15Q: 3 clusters Score -9480517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -9480537.000000 Penalty: 5370.316406
	Iteration 16Q: 3 clusters Score -9480537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -9480551.000000 Penalty: 5370.316406
	Iteration 17Q: 3 clusters Score -9480551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9480572.000000 Penalty: 5370.316406
	Iteration 18Q: 3 clusters Score -9480572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -9480573.000000 Penalty: 5370.316406
	Iteration 19Q: 3 clusters Score -9480573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9480575.000000 Penalty: 5370.316406
	Iteration 20F: 3 clusters Score -9480575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9480569.000000 Penalty: 5370.316406
	Iteration 21Q: 3 clusters Score -9480569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9480578.000000 Penalty: 5370.316406
	Iteration 22Q: 3 clusters Score -9480578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9480581.000000 Penalty: 5370.316406
	Iteration 23Q: 3 clusters Score -9480581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -9480587.000000 Penalty: 5370.316406
	Iteration 24Q: 3 clusters Score -9480587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -9480587.000000 Penalty: 5370.316406
	Iteration 25F: 3 clusters Score -9480587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Entering Unmasked Estep 
Score: -11145919.000000 Penalty: 2726.266113
	Iteration 0F: 2 clusters Score -1.114592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -11114395.000000 Penalty: 5452.532227
	Iteration 0F: 3 clusters Score -1.11144e+07 nChanged 27606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -11129786.000000 Penalty: 5452.532227
	Iteration 1F: 3 clusters Score -1.112979e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -11130221.000000 Penalty: 5452.532227
	Iteration 2Q: 3 clusters Score -1.113022e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -11130666.000000 Penalty: 5452.532227
	Iteration 3Q: 3 clusters Score -1.113067e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -11131139.000000 Penalty: 5452.532227
	Iteration 4Q: 3 clusters Score -1.113114e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -11131677.000000 Penalty: 5452.532227
	Iteration 5Q: 3 clusters Score -1.113168e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -11132270.000000 Penalty: 5452.532227
	Iteration 6Q: 3 clusters Score -1.113227e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -11133041.000000 Penalty: 5452.532227
	Iteration 7Q: 3 clusters Score -1.113304e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -11134135.000000 Penalty: 5452.532227
	Iteration 8Q: 3 clusters Score -1.113414e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -11135505.000000 Penalty: 5452.532227
	Iteration 9Q: 3 clusters Score -1.11355e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -11137178.000000 Penalty: 5452.532227
	Iteration 10F: 3 clusters Score -1.113718e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -11138588.000000 Penalty: 5452.532227
	Iteration 11F: 3 clusters Score -1.113859e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -11140053.000000 Penalty: 5452.532227
	Iteration 12F: 3 clusters Score -1.114005e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50010 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -11141666.000000 Penalty: 5452.532227
	Iteration 13Q: 3 clusters Score -1.114167e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51746 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -11142451.000000 Penalty: 5452.532227
	Iteration 14Q: 3 clusters Score -1.114245e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -11142714.000000 Penalty: 5452.532227
	Iteration 15Q: 3 clusters Score -1.114271e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53833 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -11142751.000000 Penalty: 5452.532227
	Iteration 16Q: 3 clusters Score -1.114275e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11142918.000000 Penalty: 5452.532227
	Iteration 17Q: 3 clusters Score -1.114292e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -11142940.000000 Penalty: 5452.532227
	Iteration 18Q: 3 clusters Score -1.114294e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -11143015.000000 Penalty: 5452.532227
	Iteration 19Q: 3 clusters Score -1.114302e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -11143154.000000 Penalty: 5452.532227
	Iteration 20F: 3 clusters Score -1.114315e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56316 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -11143264.000000 Penalty: 5452.532227
	Iteration 21Q: 3 clusters Score -1.114326e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56667 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -11143404.000000 Penalty: 5452.532227
	Iteration 22Q: 3 clusters Score -1.11434e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56957 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -11143472.000000 Penalty: 5452.532227
	Iteration 23Q: 3 clusters Score -1.114347e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -11143603.000000 Penalty: 5452.532227
	Iteration 24Q: 3 clusters Score -1.11436e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -11143672.000000 Penalty: 5452.532227
	Iteration 25Q: 3 clusters Score -1.114367e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -11143681.000000 Penalty: 5452.532227
	Iteration 26Q: 3 clusters Score -1.114368e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11143714.000000 Penalty: 5452.532227
	Iteration 27Q: 3 clusters Score -1.114371e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57828 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -11143687.000000 Penalty: 5452.532227
	Iteration 28Q: 3 clusters Score -1.114369e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -11143734.000000 Penalty: 5452.532227
	Iteration 29Q: 3 clusters Score -1.114373e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -11143743.000000 Penalty: 5452.532227
	Iteration 30Q: 3 clusters Score -1.114374e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11143750.000000 Penalty: 5452.532227
	Iteration 31Q: 3 clusters Score -1.114375e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -11143742.000000 Penalty: 5452.532227
	Iteration 32Q: 3 clusters Score -1.114374e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58141 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11143753.000000 Penalty: 5452.532227
	Iteration 33Q: 3 clusters Score -1.114375e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11143779.000000 Penalty: 5452.532227
	Iteration 34Q: 3 clusters Score -1.114378e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -11143783.000000 Penalty: 5452.532227
	Iteration 35Q: 3 clusters Score -1.114378e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -11143817.000000 Penalty: 5452.532227
	Iteration 36Q: 3 clusters Score -1.114382e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11143839.000000 Penalty: 5452.532227
	Iteration 37Q: 3 clusters Score -1.114384e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11143861.000000 Penalty: 5452.532227
	Iteration 38Q: 3 clusters Score -1.114386e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -11143874.000000 Penalty: 5452.532227
	Iteration 39Q: 3 clusters Score -1.114387e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -11143880.000000 Penalty: 5452.532227
	Iteration 40F: 3 clusters Score -1.114388e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58401 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -11143896.000000 Penalty: 5452.532227
	Iteration 41Q: 3 clusters Score -1.11439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -11143903.000000 Penalty: 5452.532227
	Iteration 42Q: 3 clusters Score -1.11439e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -11143899.000000 Penalty: 5452.532227
	Iteration 43Q: 3 clusters Score -1.11439e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -11143906.000000 Penalty: 5452.532227
	Iteration 44Q: 3 clusters Score -1.114391e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -11143923.000000 Penalty: 5452.532227
	Iteration 45Q: 3 clusters Score -1.114392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -11143928.000000 Penalty: 5452.532227
	Iteration 46Q: 3 clusters Score -1.114393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58512 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11143921.000000 Penalty: 5452.532227
	Iteration 47Q: 3 clusters Score -1.114392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -11143933.000000 Penalty: 5452.532227
	Iteration 48Q: 3 clusters Score -1.114393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -11143946.000000 Penalty: 5452.532227
	Iteration 49Q: 3 clusters Score -1.114395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -11143938.000000 Penalty: 5452.532227
	Iteration 50Q: 3 clusters Score -1.114394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58541 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -11143942.000000 Penalty: 5452.532227
	Iteration 51Q: 3 clusters Score -1.114394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11143936.000000 Penalty: 5452.532227
	Iteration 52Q: 3 clusters Score -1.114394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -11143948.000000 Penalty: 5452.532227
	Iteration 53Q: 3 clusters Score -1.114395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58559 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -11143949.000000 Penalty: 5452.532227
	Iteration 54Q: 3 clusters Score -1.114395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11143950.000000 Penalty: 5452.532227
	Iteration 55Q: 3 clusters Score -1.114395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11143953.000000 Penalty: 5452.532227
	Iteration 56Q: 3 clusters Score -1.114395e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -11143953.000000 Penalty: 5452.532227
	Iteration 57F: 3 clusters Score -1.114395e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -398410.500000 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -398410.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -395641.406250 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -395641.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -396137.812500 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -396137.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -396276.687500 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -396276.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -396361.062500 Penalty: 3831.763672
	Iteration 3Q: 3 clusters Score -396361.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -396429.312500 Penalty: 3831.763672
	Iteration 4Q: 3 clusters Score -396429.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -396460.437500 Penalty: 3831.763672
	Iteration 5Q: 3 clusters Score -396460.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -396487.000000 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -396487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -396509.812500 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -396509.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -396534.843750 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -396534.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -396553.781250 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -396553.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -396570.156250 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -396570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -396579.031250 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -396579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -396586.312500 Penalty: 3831.763672
	Iteration 12Q: 3 clusters Score -396586.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -396599.031250 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -396599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -396608.125000 Penalty: 3831.763672
	Iteration 14Q: 3 clusters Score -396608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -396618.062500 Penalty: 3831.763672
	Iteration 15Q: 3 clusters Score -396618.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -396627.812500 Penalty: 3831.763672
	Iteration 16Q: 3 clusters Score -396627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -396641.875000 Penalty: 3831.763672
	Iteration 17Q: 3 clusters Score -396641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -396652.750000 Penalty: 3831.763672
	Iteration 18Q: 3 clusters Score -396652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -396668.906250 Penalty: 3831.763672
	Iteration 19Q: 3 clusters Score -396668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -396683.125000 Penalty: 3831.763672
	Iteration 20F: 3 clusters Score -396683.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -396696.343750 Penalty: 3831.763672
	Iteration 21Q: 3 clusters Score -396696.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -396713.000000 Penalty: 3831.763672
	Iteration 22Q: 3 clusters Score -396713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -396724.375000 Penalty: 3831.763672
	Iteration 23Q: 3 clusters Score -396724.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -396729.218750 Penalty: 3831.763672
	Iteration 24Q: 3 clusters Score -396729.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -396734.156250 Penalty: 3831.763672
	Iteration 25Q: 3 clusters Score -396734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -396740.968750 Penalty: 3831.763672
	Iteration 26Q: 3 clusters Score -396741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -396746.500000 Penalty: 3831.763672
	Iteration 27Q: 3 clusters Score -396746.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -396753.562500 Penalty: 3831.763672
	Iteration 28Q: 3 clusters Score -396753.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -396756.312500 Penalty: 3831.763672
	Iteration 29Q: 3 clusters Score -396756.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -396760.281250 Penalty: 3831.763672
	Iteration 30Q: 3 clusters Score -396760.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -396764.406250 Penalty: 3831.763672
	Iteration 31Q: 3 clusters Score -396764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -396768.687500 Penalty: 3831.763672
	Iteration 32Q: 3 clusters Score -396768.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -396772.937500 Penalty: 3831.763672
	Iteration 33Q: 3 clusters Score -396772.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -396776.375000 Penalty: 3831.763672
	Iteration 34Q: 3 clusters Score -396776.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -396778.593750 Penalty: 3831.763672
	Iteration 35Q: 3 clusters Score -396778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -396782.656250 Penalty: 3831.763672
	Iteration 36Q: 3 clusters Score -396782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -396792.562500 Penalty: 3831.763672
	Iteration 37Q: 3 clusters Score -396792.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -396801.281250 Penalty: 3831.763672
	Iteration 38Q: 3 clusters Score -396801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -396805.593750 Penalty: 3831.763672
	Iteration 39Q: 3 clusters Score -396805.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -396808.625000 Penalty: 3831.763672
	Iteration 40F: 3 clusters Score -396808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -396812.281250 Penalty: 3831.763672
	Iteration 41Q: 3 clusters Score -396812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -396813.625000 Penalty: 3831.763672
	Iteration 42Q: 3 clusters Score -396813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -396818.281250 Penalty: 3831.763672
	Iteration 43Q: 3 clusters Score -396818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -396823.500000 Penalty: 3831.763672
	Iteration 44Q: 3 clusters Score -396823.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -396829.093750 Penalty: 3831.763672
	Iteration 45Q: 3 clusters Score -396829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -396834.156250 Penalty: 3831.763672
	Iteration 46Q: 3 clusters Score -396834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -396839.281250 Penalty: 3831.763672
	Iteration 47Q: 3 clusters Score -396839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -396843.031250 Penalty: 3831.763672
	Iteration 48Q: 3 clusters Score -396843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -396846.937500 Penalty: 3831.763672
	Iteration 49Q: 3 clusters Score -396846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -396849.031250 Penalty: 3831.763672
	Iteration 50Q: 3 clusters Score -396849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -396852.093750 Penalty: 3831.763672
	Iteration 51Q: 3 clusters Score -396852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -396853.625000 Penalty: 3831.763672
	Iteration 52Q: 3 clusters Score -396853.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -396855.250000 Penalty: 3831.763672
	Iteration 53Q: 3 clusters Score -396855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -396855.250000 Penalty: 3831.763672
	Iteration 54F: 3 clusters Score -396855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51437 members 
Entering Unmasked Estep 
Score: -9629704.000000 Penalty: 2690.332031
	Iteration 0F: 2 clusters Score -9629704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -9597956.000000 Penalty: 5380.664062
	Iteration 0F: 3 clusters Score -9597956 nChanged 23825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -9611172.000000 Penalty: 5380.664062
	Iteration 1F: 3 clusters Score -9611172 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -9611702.000000 Penalty: 5380.664062
	Iteration 2Q: 3 clusters Score -9611702 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -9612214.000000 Penalty: 5380.664062
	Iteration 3Q: 3 clusters Score -9612214 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -9612751.000000 Penalty: 5380.664062
	Iteration 4Q: 3 clusters Score -9612751 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -9613131.000000 Penalty: 5380.664062
	Iteration 5Q: 3 clusters Score -9613131 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -9613736.000000 Penalty: 5380.664062
	Iteration 6Q: 3 clusters Score -9613736 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -9614551.000000 Penalty: 5380.664062
	Iteration 7Q: 3 clusters Score -9614551 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -9615681.000000 Penalty: 5380.664062
	Iteration 8Q: 3 clusters Score -9615681 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -9617438.000000 Penalty: 5380.664062
	Iteration 9Q: 3 clusters Score -9617438 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -9619738.000000 Penalty: 5380.664062
	Iteration 10F: 3 clusters Score -9619738 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -9622255.000000 Penalty: 5380.664062
	Iteration 11F: 3 clusters Score -9622255 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -9624676.000000 Penalty: 5380.664062
	Iteration 12F: 3 clusters Score -9624676 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -9626131.000000 Penalty: 5380.664062
	Iteration 13Q: 3 clusters Score -9626131 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -9626911.000000 Penalty: 5380.664062
	Iteration 14Q: 3 clusters Score -9626911 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -9627427.000000 Penalty: 5380.664062
	Iteration 15Q: 3 clusters Score -9627427 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9627788.000000 Penalty: 5380.664062
	Iteration 16Q: 3 clusters Score -9627788 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -9628015.000000 Penalty: 5380.664062
	Iteration 17Q: 3 clusters Score -9628015 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -9628197.000000 Penalty: 5380.664062
	Iteration 18Q: 3 clusters Score -9628197 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -9628355.000000 Penalty: 5380.664062
	Iteration 19Q: 3 clusters Score -9628355 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -9628558.000000 Penalty: 5380.664062
	Iteration 20F: 3 clusters Score -9628558 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -9628634.000000 Penalty: 5380.664062
	Iteration 21Q: 3 clusters Score -9628634 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -9628799.000000 Penalty: 5380.664062
	Iteration 22Q: 3 clusters Score -9628799 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -9628924.000000 Penalty: 5380.664062
	Iteration 23Q: 3 clusters Score -9628924 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -9629030.000000 Penalty: 5380.664062
	Iteration 24Q: 3 clusters Score -9629030 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 37972 members 
Entering Unmasked Estep 
Score: -9629055.000000 Penalty: 5380.664062
	Iteration 25Q: 3 clusters Score -9629055 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -9629149.000000 Penalty: 5380.664062
	Iteration 26Q: 3 clusters Score -9629149 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -9629199.000000 Penalty: 5380.664062
	Iteration 27Q: 3 clusters Score -9629199 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -9629247.000000 Penalty: 5380.664062
	Iteration 28Q: 3 clusters Score -9629247 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -9629256.000000 Penalty: 5380.664062
	Iteration 29Q: 3 clusters Score -9629256 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -9629329.000000 Penalty: 5380.664062
	Iteration 30Q: 3 clusters Score -9629329 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -9629341.000000 Penalty: 5380.664062
	Iteration 31Q: 3 clusters Score -9629341 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -9629365.000000 Penalty: 5380.664062
	Iteration 32Q: 3 clusters Score -9629365 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 39539 members 
Entering Unmasked Estep 
Score: -9629422.000000 Penalty: 5380.664062
	Iteration 33Q: 3 clusters Score -9629422 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -9629399.000000 Penalty: 5380.664062
	Iteration 34Q: 3 clusters Score -9629399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -9629405.000000 Penalty: 5380.664062
	Iteration 35Q: 3 clusters Score -9629405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -9629402.000000 Penalty: 5380.664062
	Iteration 36Q: 3 clusters Score -9629402 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 40194 members 
Entering Unmasked Estep 
Score: -9629371.000000 Penalty: 5380.664062
	Iteration 37Q: 3 clusters Score -9629371 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -9629371.000000 Penalty: 5380.664062
	Iteration 38Q: 3 clusters Score -9629371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -9629362.000000 Penalty: 5380.664062
	Iteration 39Q: 3 clusters Score -9629362 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -9629371.000000 Penalty: 5380.664062
	Iteration 40F: 3 clusters Score -9629371 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -9629375.000000 Penalty: 5380.664062
	Iteration 41Q: 3 clusters Score -9629375 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -9629349.000000 Penalty: 5380.664062
	Iteration 42Q: 3 clusters Score -9629349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -9629341.000000 Penalty: 5380.664062
	Iteration 43Q: 3 clusters Score -9629341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -9629348.000000 Penalty: 5380.664062
	Iteration 44Q: 3 clusters Score -9629348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -9629344.000000 Penalty: 5380.664062
	Iteration 45Q: 3 clusters Score -9629344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 40931 members 
Entering Unmasked Estep 
Score: -9629332.000000 Penalty: 5380.664062
	Iteration 46Q: 3 clusters Score -9629332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -9629332.000000 Penalty: 5380.664062
	Iteration 47Q: 3 clusters Score -9629332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -9629328.000000 Penalty: 5380.664062
	Iteration 48Q: 3 clusters Score -9629328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -9629318.000000 Penalty: 5380.664062
	Iteration 49Q: 3 clusters Score -9629318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -9629329.000000 Penalty: 5380.664062
	Iteration 50Q: 3 clusters Score -9629329 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -9629330.000000 Penalty: 5380.664062
	Iteration 51Q: 3 clusters Score -9629330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -9629342.000000 Penalty: 5380.664062
	Iteration 52Q: 3 clusters Score -9629342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -9629327.000000 Penalty: 5380.664062
	Iteration 53Q: 3 clusters Score -9629327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -9629313.000000 Penalty: 5380.664062
	Iteration 54Q: 3 clusters Score -9629313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -9629305.000000 Penalty: 5380.664062
	Iteration 55Q: 3 clusters Score -9629305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -9629297.000000 Penalty: 5380.664062
	Iteration 56Q: 3 clusters Score -9629297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -9629311.000000 Penalty: 5380.664062
	Iteration 57Q: 3 clusters Score -9629311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -9629307.000000 Penalty: 5380.664062
	Iteration 58Q: 3 clusters Score -9629307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -9629318.000000 Penalty: 5380.664062
	Iteration 59Q: 3 clusters Score -9629318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -9629306.000000 Penalty: 5380.664062
	Iteration 60F: 3 clusters Score -9629306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9629296.000000 Penalty: 5380.664062
	Iteration 61Q: 3 clusters Score -9629296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -9629286.000000 Penalty: 5380.664062
	Iteration 62Q: 3 clusters Score -9629286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -9629299.000000 Penalty: 5380.664062
	Iteration 63Q: 3 clusters Score -9629299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 41610 members 
Entering Unmasked Estep 
Score: -9629273.000000 Penalty: 5380.664062
	Iteration 64Q: 3 clusters Score -9629273 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -9629274.000000 Penalty: 5380.664062
	Iteration 65Q: 3 clusters Score -9629274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -9629260.000000 Penalty: 5380.664062
	Iteration 66Q: 3 clusters Score -9629260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -9629250.000000 Penalty: 5380.664062
	Iteration 67Q: 3 clusters Score -9629250 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -9629236.000000 Penalty: 5380.664062
	Iteration 68Q: 3 clusters Score -9629236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -9629232.000000 Penalty: 5380.664062
	Iteration 69Q: 3 clusters Score -9629232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -9629225.000000 Penalty: 5380.664062
	Iteration 70Q: 3 clusters Score -9629225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -9629221.000000 Penalty: 5380.664062
	Iteration 71Q: 3 clusters Score -9629221 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -9629192.000000 Penalty: 5380.664062
	Iteration 72Q: 3 clusters Score -9629192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 42095 members 
Entering Unmasked Estep 
Score: -9629186.000000 Penalty: 5380.664062
	Iteration 73Q: 3 clusters Score -9629186 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -9629180.000000 Penalty: 5380.664062
	Iteration 74Q: 3 clusters Score -9629180 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -9629167.000000 Penalty: 5380.664062
	Iteration 75Q: 3 clusters Score -9629167 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -9629164.000000 Penalty: 5380.664062
	Iteration 76Q: 3 clusters Score -9629164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -9629193.000000 Penalty: 5380.664062
	Iteration 77Q: 3 clusters Score -9629193 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -9629152.000000 Penalty: 5380.664062
	Iteration 78Q: 3 clusters Score -9629152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -9629143.000000 Penalty: 5380.664062
	Iteration 79Q: 3 clusters Score -9629143 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -9629130.000000 Penalty: 5380.664062
	Iteration 80F: 3 clusters Score -9629130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -9629119.000000 Penalty: 5380.664062
	Iteration 81Q: 3 clusters Score -9629119 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -9629120.000000 Penalty: 5380.664062
	Iteration 82Q: 3 clusters Score -9629120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -9629117.000000 Penalty: 5380.664062
	Iteration 83Q: 3 clusters Score -9629117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -9629116.000000 Penalty: 5380.664062
	Iteration 84Q: 3 clusters Score -9629116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -9629102.000000 Penalty: 5380.664062
	Iteration 85Q: 3 clusters Score -9629102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -9629111.000000 Penalty: 5380.664062
	Iteration 86Q: 3 clusters Score -9629111 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -9629127.000000 Penalty: 5380.664062
	Iteration 87Q: 3 clusters Score -9629127 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -9629121.000000 Penalty: 5380.664062
	Iteration 88Q: 3 clusters Score -9629121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -9629131.000000 Penalty: 5380.664062
	Iteration 89Q: 3 clusters Score -9629131 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -9629128.000000 Penalty: 5380.664062
	Iteration 90Q: 3 clusters Score -9629128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -9629111.000000 Penalty: 5380.664062
	Iteration 91Q: 3 clusters Score -9629111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -9629117.000000 Penalty: 5380.664062
	Iteration 92Q: 3 clusters Score -9629117 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -9629089.000000 Penalty: 5380.664062
	Iteration 93Q: 3 clusters Score -9629089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -9629085.000000 Penalty: 5380.664062
	Iteration 94Q: 3 clusters Score -9629085 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -9629087.000000 Penalty: 5380.664062
	Iteration 95Q: 3 clusters Score -9629087 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -9629077.000000 Penalty: 5380.664062
	Iteration 96Q: 3 clusters Score -9629077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -9629085.000000 Penalty: 5380.664062
	Iteration 97Q: 3 clusters Score -9629085 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -9629068.000000 Penalty: 5380.664062
	Iteration 98Q: 3 clusters Score -9629068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -9629082.000000 Penalty: 5380.664062
	Iteration 99Q: 3 clusters Score -9629082 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9629084.000000 Penalty: 5380.664062
	Iteration 100F: 3 clusters Score -9629084 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -9629094.000000 Penalty: 5380.664062
	Iteration 101Q: 3 clusters Score -9629094 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -9629064.000000 Penalty: 5380.664062
	Iteration 102Q: 3 clusters Score -9629064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -9629097.000000 Penalty: 5380.664062
	Iteration 103Q: 3 clusters Score -9629097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -9629070.000000 Penalty: 5380.664062
	Iteration 104Q: 3 clusters Score -9629070 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -9629050.000000 Penalty: 5380.664062
	Iteration 105Q: 3 clusters Score -9629050 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9629033.000000 Penalty: 5380.664062
	Iteration 106Q: 3 clusters Score -9629033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9629036.000000 Penalty: 5380.664062
	Iteration 107Q: 3 clusters Score -9629036 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -9629039.000000 Penalty: 5380.664062
	Iteration 108Q: 3 clusters Score -9629039 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -9629029.000000 Penalty: 5380.664062
	Iteration 109Q: 3 clusters Score -9629029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -9629027.000000 Penalty: 5380.664062
	Iteration 110Q: 3 clusters Score -9629027 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -9629003.000000 Penalty: 5380.664062
	Iteration 111Q: 3 clusters Score -9629003 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -9629006.000000 Penalty: 5380.664062
	Iteration 112Q: 3 clusters Score -9629006 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -9628985.000000 Penalty: 5380.664062
	Iteration 113Q: 3 clusters Score -9628985 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -9629006.000000 Penalty: 5380.664062
	Iteration 114Q: 3 clusters Score -9629006 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -9629012.000000 Penalty: 5380.664062
	Iteration 115Q: 3 clusters Score -9629012 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -9628968.000000 Penalty: 5380.664062
	Iteration 116Q: 3 clusters Score -9628968 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -9628966.000000 Penalty: 5380.664062
	Iteration 117Q: 3 clusters Score -9628966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 46033 members 
Entering Unmasked Estep 
Score: -9628969.000000 Penalty: 5380.664062
	Iteration 118Q: 3 clusters Score -9628969 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -9628970.000000 Penalty: 5380.664062
	Iteration 119Q: 3 clusters Score -9628970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -9628978.000000 Penalty: 5380.664062
	Iteration 120F: 3 clusters Score -9628978 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -9628986.000000 Penalty: 5380.664062
	Iteration 121Q: 3 clusters Score -9628986 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9628977.000000 Penalty: 5380.664062
	Iteration 122Q: 3 clusters Score -9628977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9628950.000000 Penalty: 5380.664062
	Iteration 123Q: 3 clusters Score -9628950 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -9628955.000000 Penalty: 5380.664062
	Iteration 124Q: 3 clusters Score -9628955 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -9628911.000000 Penalty: 5380.664062
	Iteration 125Q: 3 clusters Score -9628911 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -9628915.000000 Penalty: 5380.664062
	Iteration 126Q: 3 clusters Score -9628915 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -9628890.000000 Penalty: 5380.664062
	Iteration 127Q: 3 clusters Score -9628890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -9628903.000000 Penalty: 5380.664062
	Iteration 128Q: 3 clusters Score -9628903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -9628859.000000 Penalty: 5380.664062
	Iteration 129Q: 3 clusters Score -9628859 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -9628853.000000 Penalty: 5380.664062
	Iteration 130Q: 3 clusters Score -9628853 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -9628833.000000 Penalty: 5380.664062
	Iteration 131Q: 3 clusters Score -9628833 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -9628798.000000 Penalty: 5380.664062
	Iteration 132Q: 3 clusters Score -9628798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -9628779.000000 Penalty: 5380.664062
	Iteration 133Q: 3 clusters Score -9628779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -9628775.000000 Penalty: 5380.664062
	Iteration 134Q: 3 clusters Score -9628775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9628785.000000 Penalty: 5380.664062
	Iteration 135Q: 3 clusters Score -9628785 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -9628788.000000 Penalty: 5380.664062
	Iteration 136Q: 3 clusters Score -9628788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -9628775.000000 Penalty: 5380.664062
	Iteration 137Q: 3 clusters Score -9628775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 47604 members 
Entering Unmasked Estep 
Score: -9628768.000000 Penalty: 5380.664062
	Iteration 138Q: 3 clusters Score -9628768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -9628758.000000 Penalty: 5380.664062
	Iteration 139Q: 3 clusters Score -9628758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -9628760.000000 Penalty: 5380.664062
	Iteration 140F: 3 clusters Score -9628760 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9628760.000000 Penalty: 5380.664062
	Iteration 141Q: 3 clusters Score -9628760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -9628739.000000 Penalty: 5380.664062
	Iteration 142Q: 3 clusters Score -9628739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -9628734.000000 Penalty: 5380.664062
	Iteration 143Q: 3 clusters Score -9628734 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -9628725.000000 Penalty: 5380.664062
	Iteration 144Q: 3 clusters Score -9628725 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 47798 members 
Entering Unmasked Estep 
Score: -9628725.000000 Penalty: 5380.664062
	Iteration 145Q: 3 clusters Score -9628725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -9628732.000000 Penalty: 5380.664062
	Iteration 146Q: 3 clusters Score -9628732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -9628723.000000 Penalty: 5380.664062
	Iteration 147Q: 3 clusters Score -9628723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 47877 members 
Entering Unmasked Estep 
Score: -9628711.000000 Penalty: 5380.664062
	Iteration 148Q: 3 clusters Score -9628711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -9628712.000000 Penalty: 5380.664062
	Iteration 149Q: 3 clusters Score -9628712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9628713.000000 Penalty: 5380.664062
	Iteration 150Q: 3 clusters Score -9628713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -9628715.000000 Penalty: 5380.664062
	Iteration 151Q: 3 clusters Score -9628715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -9628722.000000 Penalty: 5380.664062
	Iteration 152Q: 3 clusters Score -9628722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -9628720.000000 Penalty: 5380.664062
	Iteration 153Q: 3 clusters Score -9628720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -9628716.000000 Penalty: 5380.664062
	Iteration 154Q: 3 clusters Score -9628716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -9628712.000000 Penalty: 5380.664062
	Iteration 155Q: 3 clusters Score -9628712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9628716.000000 Penalty: 5380.664062
	Iteration 156Q: 3 clusters Score -9628716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -9628726.000000 Penalty: 5380.664062
	Iteration 157Q: 3 clusters Score -9628726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9628726.000000 Penalty: 5380.664062
	Iteration 158Q: 3 clusters Score -9628726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9628722.000000 Penalty: 5380.664062
	Iteration 159Q: 3 clusters Score -9628722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -9628712.000000 Penalty: 5380.664062
	Iteration 160F: 3 clusters Score -9628712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -9628696.000000 Penalty: 5380.664062
	Iteration 161Q: 3 clusters Score -9628696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -9628704.000000 Penalty: 5380.664062
	Iteration 162Q: 3 clusters Score -9628704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 48065 members 
Entering Unmasked Estep 
Score: -9628693.000000 Penalty: 5380.664062
	Iteration 163Q: 3 clusters Score -9628693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -9628693.000000 Penalty: 5380.664062
	Iteration 164Q: 3 clusters Score -9628693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9628684.000000 Penalty: 5380.664062
	Iteration 165Q: 3 clusters Score -9628684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9628690.000000 Penalty: 5380.664062
	Iteration 166Q: 3 clusters Score -9628690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -9628693.000000 Penalty: 5380.664062
	Iteration 167Q: 3 clusters Score -9628693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9628699.000000 Penalty: 5380.664062
	Iteration 168Q: 3 clusters Score -9628699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -9628699.000000 Penalty: 5380.664062
	Iteration 169Q: 3 clusters Score -9628699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -9628698.000000 Penalty: 5380.664062
	Iteration 170Q: 3 clusters Score -9628698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -9628690.000000 Penalty: 5380.664062
	Iteration 171Q: 3 clusters Score -9628690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -9628699.000000 Penalty: 5380.664062
	Iteration 172Q: 3 clusters Score -9628699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9628689.000000 Penalty: 5380.664062
	Iteration 173Q: 3 clusters Score -9628689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -9628699.000000 Penalty: 5380.664062
	Iteration 174Q: 3 clusters Score -9628699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -9628691.000000 Penalty: 5380.664062
	Iteration 175Q: 3 clusters Score -9628691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 48272 members 
Entering Unmasked Estep 
Score: -9628698.000000 Penalty: 5380.664062
	Iteration 176Q: 3 clusters Score -9628698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9628692.000000 Penalty: 5380.664062
	Iteration 177Q: 3 clusters Score -9628692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9628678.000000 Penalty: 5380.664062
	Iteration 178Q: 3 clusters Score -9628678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -9628668.000000 Penalty: 5380.664062
	Iteration 179Q: 3 clusters Score -9628668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -9628666.000000 Penalty: 5380.664062
	Iteration 180F: 3 clusters Score -9628666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -9628658.000000 Penalty: 5380.664062
	Iteration 181Q: 3 clusters Score -9628658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9628657.000000 Penalty: 5380.664062
	Iteration 182Q: 3 clusters Score -9628657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -9628661.000000 Penalty: 5380.664062
	Iteration 183Q: 3 clusters Score -9628661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -9628658.000000 Penalty: 5380.664062
	Iteration 184Q: 3 clusters Score -9628658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -9628648.000000 Penalty: 5380.664062
	Iteration 185Q: 3 clusters Score -9628648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9628647.000000 Penalty: 5380.664062
	Iteration 186Q: 3 clusters Score -9628647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -9628641.000000 Penalty: 5380.664062
	Iteration 187Q: 3 clusters Score -9628641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -9628638.000000 Penalty: 5380.664062
	Iteration 188Q: 3 clusters Score -9628638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 48457 members 
Entering Unmasked Estep 
Score: -9628637.000000 Penalty: 5380.664062
	Iteration 189Q: 3 clusters Score -9628637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -9628641.000000 Penalty: 5380.664062
	Iteration 190Q: 3 clusters Score -9628641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -9628624.000000 Penalty: 5380.664062
	Iteration 191Q: 3 clusters Score -9628624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9628633.000000 Penalty: 5380.664062
	Iteration 192Q: 3 clusters Score -9628633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9628614.000000 Penalty: 5380.664062
	Iteration 193Q: 3 clusters Score -9628614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 48528 members 
Entering Unmasked Estep 
Score: -9628615.000000 Penalty: 5380.664062
	Iteration 194Q: 3 clusters Score -9628615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 48550 members 
Entering Unmasked Estep 
Score: -9628611.000000 Penalty: 5380.664062
	Iteration 195Q: 3 clusters Score -9628611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -9628589.000000 Penalty: 5380.664062
	Iteration 196Q: 3 clusters Score -9628589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -9628599.000000 Penalty: 5380.664062
	Iteration 197Q: 3 clusters Score -9628599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -9628588.000000 Penalty: 5380.664062
	Iteration 198Q: 3 clusters Score -9628588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 48634 members 
Entering Unmasked Estep 
Score: -9628582.000000 Penalty: 5380.664062
	Iteration 199Q: 3 clusters Score -9628582 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9628562.000000 Penalty: 5380.664062
	Iteration 200F: 3 clusters Score -9628562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 48677 members 
Entering Unmasked Estep 
Score: -9628557.000000 Penalty: 5380.664062
	Iteration 201Q: 3 clusters Score -9628557 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -9628540.000000 Penalty: 5380.664062
	Iteration 202Q: 3 clusters Score -9628540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -9628526.000000 Penalty: 5380.664062
	Iteration 203Q: 3 clusters Score -9628526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -9628536.000000 Penalty: 5380.664062
	Iteration 204Q: 3 clusters Score -9628536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 48764 members 
Entering Unmasked Estep 
Score: -9628531.000000 Penalty: 5380.664062
	Iteration 205Q: 3 clusters Score -9628531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -9628522.000000 Penalty: 5380.664062
	Iteration 206Q: 3 clusters Score -9628522 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -9628510.000000 Penalty: 5380.664062
	Iteration 207Q: 3 clusters Score -9628510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -9628504.000000 Penalty: 5380.664062
	Iteration 208Q: 3 clusters Score -9628504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -9628501.000000 Penalty: 5380.664062
	Iteration 209Q: 3 clusters Score -9628501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -9628491.000000 Penalty: 5380.664062
	Iteration 210Q: 3 clusters Score -9628491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -9628493.000000 Penalty: 5380.664062
	Iteration 211Q: 3 clusters Score -9628493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -9628492.000000 Penalty: 5380.664062
	Iteration 212Q: 3 clusters Score -9628492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -9628481.000000 Penalty: 5380.664062
	Iteration 213Q: 3 clusters Score -9628481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 48883 members 
Entering Unmasked Estep 
Score: -9628477.000000 Penalty: 5380.664062
	Iteration 214Q: 3 clusters Score -9628477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -9628480.000000 Penalty: 5380.664062
	Iteration 215Q: 3 clusters Score -9628480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9628471.000000 Penalty: 5380.664062
	Iteration 216Q: 3 clusters Score -9628471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -9628469.000000 Penalty: 5380.664062
	Iteration 217Q: 3 clusters Score -9628469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -9628471.000000 Penalty: 5380.664062
	Iteration 218Q: 3 clusters Score -9628471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 48923 members 
Entering Unmasked Estep 
Score: -9628479.000000 Penalty: 5380.664062
	Iteration 219Q: 3 clusters Score -9628479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9628472.000000 Penalty: 5380.664062
	Iteration 220F: 3 clusters Score -9628472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -9628469.000000 Penalty: 5380.664062
	Iteration 221Q: 3 clusters Score -9628469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -9628476.000000 Penalty: 5380.664062
	Iteration 222Q: 3 clusters Score -9628476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 48937 members 
Entering Unmasked Estep 
Score: -9628479.000000 Penalty: 5380.664062
	Iteration 223Q: 3 clusters Score -9628479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9628476.000000 Penalty: 5380.664062
	Iteration 224Q: 3 clusters Score -9628476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -9628478.000000 Penalty: 5380.664062
	Iteration 225Q: 3 clusters Score -9628478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9628474.000000 Penalty: 5380.664062
	Iteration 226Q: 3 clusters Score -9628474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -9628468.000000 Penalty: 5380.664062
	Iteration 227Q: 3 clusters Score -9628468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -9628475.000000 Penalty: 5380.664062
	Iteration 228Q: 3 clusters Score -9628475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -9628475.000000 Penalty: 5380.664062
	Iteration 229F: 3 clusters Score -9628475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 9079 members 
Mstep: Class 4 contains 39976 members 
Mstep: Class 5 contains 23314 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17047 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 47955 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 10999 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26692 members 
Mstep: Class 18 contains 43356 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48650 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30567 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5030 members 
Mstep: Class 26 contains 50375 members 
Mstep: Class 27 contains 59457 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147136.000000 Penalty: 97259.320312
Iteration 319Q: 30 clusters Score -1.371471e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 50232 members 
Mstep: Class 3 contains 9119 members 
Mstep: Class 4 contains 40005 members 
Mstep: Class 5 contains 23305 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 17024 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39480 members 
Mstep: Class 11 contains 47977 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53930 members 
Mstep: Class 14 contains 10865 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24729 members 
Mstep: Class 17 contains 26686 members 
Mstep: Class 18 contains 43358 members 
Mstep: Class 19 contains 47537 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48651 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30494 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5034 members 
Mstep: Class 26 contains 50417 members 
Mstep: Class 27 contains 59523 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147056.000000 Penalty: 97259.320312
Iteration 320F: 30 clusters Score -1.371471e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 50240 members 
Mstep: Class 3 contains 9177 members 
Mstep: Class 4 contains 40038 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16997 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39493 members 
Mstep: Class 11 contains 47992 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53958 members 
Mstep: Class 14 contains 10741 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26680 members 
Mstep: Class 18 contains 43324 members 
Mstep: Class 19 contains 47575 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 48657 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30409 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 50457 members 
Mstep: Class 27 contains 59526 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146912.000000 Penalty: 97259.320312
Iteration 321Q: 30 clusters Score -1.371469e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 50284 members 
Mstep: Class 3 contains 9245 members 
Mstep: Class 4 contains 40074 members 
Mstep: Class 5 contains 23303 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16962 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39487 members 
Mstep: Class 11 contains 47990 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53922 members 
Mstep: Class 14 contains 10644 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24727 members 
Mstep: Class 17 contains 26669 members 
Mstep: Class 18 contains 43308 members 
Mstep: Class 19 contains 47616 members 
Mstep: Class 20 contains 5953 members 
Mstep: Class 21 contains 48666 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30330 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50501 members 
Mstep: Class 27 contains 59540 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146464.000000 Penalty: 97259.320312
Iteration 322Q: 30 clusters Score -1.371465e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 50323 members 
Mstep: Class 3 contains 9305 members 
Mstep: Class 4 contains 40102 members 
Mstep: Class 5 contains 23305 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16937 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39484 members 
Mstep: Class 11 contains 47982 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53879 members 
Mstep: Class 14 contains 10545 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 26666 members 
Mstep: Class 18 contains 43307 members 
Mstep: Class 19 contains 47655 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 48676 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30262 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5056 members 
Mstep: Class 26 contains 50554 members 
Mstep: Class 27 contains 59508 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146544.000000 Penalty: 97259.320312
Iteration 323Q: 30 clusters Score -1.371465e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 50366 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 40125 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16912 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39483 members 
Mstep: Class 11 contains 47966 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 14 contains 10454 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24729 members 
Mstep: Class 17 contains 26650 members 
Mstep: Class 18 contains 43313 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 5951 members 
Mstep: Class 21 contains 48685 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30189 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 50575 members 
Mstep: Class 27 contains 59475 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146736.000000 Penalty: 97259.320312
Iteration 324Q: 30 clusters Score -1.371467e+08 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 50376 members 
Mstep: Class 3 contains 9430 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 23309 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16910 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39471 members 
Mstep: Class 11 contains 47927 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53846 members 
Mstep: Class 14 contains 10353 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26634 members 
Mstep: Class 18 contains 43315 members 
Mstep: Class 19 contains 47767 members 
Mstep: Class 20 contains 5952 members 
Mstep: Class 21 contains 48697 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30098 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5063 members 
Mstep: Class 26 contains 50592 members 
Mstep: Class 27 contains 59434 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146496.000000 Penalty: 97259.320312
Iteration 325Q: 30 clusters Score -1.371465e+08 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 50368 members 
Mstep: Class 3 contains 9473 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16902 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39488 members 
Mstep: Class 11 contains 47888 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53931 members 
Mstep: Class 14 contains 10257 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26617 members 
Mstep: Class 18 contains 43299 members 
Mstep: Class 19 contains 47820 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 48703 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 30026 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5065 members 
Mstep: Class 26 contains 50580 members 
Mstep: Class 27 contains 59414 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146288.000000 Penalty: 97259.320312
Iteration 326Q: 30 clusters Score -1.371463e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51780 members 
Mstep: Class 2 contains 50345 members 
Mstep: Class 3 contains 9505 members 
Mstep: Class 4 contains 40158 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16880 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39506 members 
Mstep: Class 11 contains 47856 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54008 members 
Mstep: Class 14 contains 10166 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24731 members 
Mstep: Class 17 contains 26597 members 
Mstep: Class 18 contains 43317 members 
Mstep: Class 19 contains 47854 members 
Mstep: Class 20 contains 5945 members 
Mstep: Class 21 contains 48708 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29954 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 50573 members 
Mstep: Class 27 contains 59397 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146288.000000 Penalty: 97259.320312
Iteration 327Q: 30 clusters Score -1.371463e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 50319 members 
Mstep: Class 3 contains 9543 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 23308 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16868 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 39504 members 
Mstep: Class 11 contains 47819 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54134 members 
Mstep: Class 14 contains 10058 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24736 members 
Mstep: Class 17 contains 26585 members 
Mstep: Class 18 contains 43328 members 
Mstep: Class 19 contains 47886 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48710 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29891 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5067 members 
Mstep: Class 26 contains 50582 members 
Mstep: Class 27 contains 59400 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146544.000000 Penalty: 97259.320312
Iteration 328Q: 30 clusters Score -1.371465e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 50307 members 
Mstep: Class 3 contains 9576 members 
Mstep: Class 4 contains 40157 members 
Mstep: Class 5 contains 23306 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16853 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39523 members 
Mstep: Class 11 contains 47763 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54249 members 
Mstep: Class 14 contains 9966 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24744 members 
Mstep: Class 17 contains 26568 members 
Mstep: Class 18 contains 43337 members 
Mstep: Class 19 contains 47893 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 48718 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29826 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5070 members 
Mstep: Class 26 contains 50578 members 
Mstep: Class 27 contains 59442 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146240.000000 Penalty: 97259.320312
Iteration 329Q: 30 clusters Score -1.371462e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51830 members 
Mstep: Class 2 contains 50291 members 
Mstep: Class 3 contains 9611 members 
Mstep: Class 4 contains 40159 members 
Mstep: Class 5 contains 23313 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16847 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39516 members 
Mstep: Class 11 contains 47729 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54301 members 
Mstep: Class 14 contains 9868 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24754 members 
Mstep: Class 17 contains 26566 members 
Mstep: Class 18 contains 43361 members 
Mstep: Class 19 contains 47907 members 
Mstep: Class 20 contains 5948 members 
Mstep: Class 21 contains 48715 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29743 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 50600 members 
Mstep: Class 27 contains 59446 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146160.000000 Penalty: 97259.320312
Iteration 330Q: 30 clusters Score -1.371462e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 50302 members 
Mstep: Class 3 contains 9651 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 23317 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16835 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39513 members 
Mstep: Class 11 contains 47685 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54368 members 
Mstep: Class 14 contains 9782 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 26555 members 
Mstep: Class 18 contains 43352 members 
Mstep: Class 19 contains 47925 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48710 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29685 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 50618 members 
Mstep: Class 27 contains 59504 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146016.000000 Penalty: 97259.320312
Iteration 331Q: 30 clusters Score -1.37146e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 50321 members 
Mstep: Class 3 contains 9690 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 23323 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16817 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39525 members 
Mstep: Class 11 contains 47641 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54383 members 
Mstep: Class 14 contains 9686 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24764 members 
Mstep: Class 17 contains 26548 members 
Mstep: Class 18 contains 43339 members 
Mstep: Class 19 contains 47933 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 48701 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29636 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5060 members 
Mstep: Class 26 contains 50639 members 
Mstep: Class 27 contains 59556 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137146176.000000 Penalty: 97259.320312
Iteration 332Q: 30 clusters Score -1.371462e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 50328 members 
Mstep: Class 3 contains 9717 members 
Mstep: Class 4 contains 40185 members 
Mstep: Class 5 contains 23324 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16811 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 47602 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54405 members 
Mstep: Class 14 contains 9611 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24773 members 
Mstep: Class 17 contains 26539 members 
Mstep: Class 18 contains 43353 members 
Mstep: Class 19 contains 47938 members 
Mstep: Class 20 contains 5940 members 
Mstep: Class 21 contains 48705 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29580 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5061 members 
Mstep: Class 26 contains 50684 members 
Mstep: Class 27 contains 59581 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145872.000000 Penalty: 97259.320312
Iteration 333Q: 30 clusters Score -1.371459e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 50329 members 
Mstep: Class 3 contains 9747 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 23326 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16802 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 39525 members 
Mstep: Class 11 contains 47550 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54427 members 
Mstep: Class 14 contains 9547 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24776 members 
Mstep: Class 17 contains 26518 members 
Mstep: Class 18 contains 43361 members 
Mstep: Class 19 contains 47958 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29520 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5058 members 
Mstep: Class 26 contains 50745 members 
Mstep: Class 27 contains 59622 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145648.000000 Penalty: 97259.320312
Iteration 334Q: 30 clusters Score -1.371456e+08 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 50359 members 
Mstep: Class 3 contains 9778 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 23327 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16795 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39526 members 
Mstep: Class 11 contains 47545 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54468 members 
Mstep: Class 14 contains 9473 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24779 members 
Mstep: Class 17 contains 26498 members 
Mstep: Class 18 contains 43357 members 
Mstep: Class 19 contains 47989 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 48725 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29462 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 50766 members 
Mstep: Class 27 contains 59630 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145504.000000 Penalty: 97259.320312
Iteration 335Q: 30 clusters Score -1.371455e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 50358 members 
Mstep: Class 3 contains 9804 members 
Mstep: Class 4 contains 40188 members 
Mstep: Class 5 contains 23329 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16785 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 47536 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54476 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24776 members 
Mstep: Class 17 contains 26473 members 
Mstep: Class 18 contains 43350 members 
Mstep: Class 19 contains 48050 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48740 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29408 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 50769 members 
Mstep: Class 27 contains 59658 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145104.000000 Penalty: 97259.320312
Iteration 336Q: 30 clusters Score -1.371451e+08 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 50378 members 
Mstep: Class 3 contains 9830 members 
Mstep: Class 4 contains 40205 members 
Mstep: Class 5 contains 23333 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16770 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 39538 members 
Mstep: Class 11 contains 47516 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54525 members 
Mstep: Class 14 contains 9300 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24777 members 
Mstep: Class 17 contains 26459 members 
Mstep: Class 18 contains 43358 members 
Mstep: Class 19 contains 48078 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48744 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29351 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 50763 members 
Mstep: Class 27 contains 59678 members 
Mstep: Class 28 contains 2266 members 
Mstep: Class 29 contains 51630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145232.000000 Penalty: 97259.320312
Iteration 337Q: 30 clusters Score -1.371452e+08 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 50359 members 
Mstep: Class 3 contains 9873 members 
Mstep: Class 4 contains 40214 members 
Mstep: Class 5 contains 23335 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16746 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 39541 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54523 members 
Mstep: Class 14 contains 9235 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24781 members 
Mstep: Class 17 contains 26443 members 
Mstep: Class 18 contains 43391 members 
Mstep: Class 19 contains 48101 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 48741 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29298 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5064 members 
Mstep: Class 26 contains 50812 members 
Mstep: Class 27 contains 59708 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145168.000000 Penalty: 97259.320312
Iteration 338Q: 30 clusters Score -1.371452e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 50331 members 
Mstep: Class 3 contains 9914 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 23341 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16730 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39554 members 
Mstep: Class 11 contains 47468 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54503 members 
Mstep: Class 14 contains 9188 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24785 members 
Mstep: Class 17 contains 26418 members 
Mstep: Class 18 contains 43416 members 
Mstep: Class 19 contains 48120 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48740 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29266 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 50848 members 
Mstep: Class 27 contains 59743 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145344.000000 Penalty: 97259.320312
Iteration 339Q: 30 clusters Score -1.371453e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 50379 members 
Mstep: Class 3 contains 9963 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 23341 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16699 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39568 members 
Mstep: Class 11 contains 47449 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54471 members 
Mstep: Class 14 contains 9137 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24792 members 
Mstep: Class 17 contains 26393 members 
Mstep: Class 18 contains 43432 members 
Mstep: Class 19 contains 48133 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48742 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29232 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 50859 members 
Mstep: Class 27 contains 59753 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145280.000000 Penalty: 97259.320312
Iteration 340F: 30 clusters Score -1.371453e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 50396 members 
Mstep: Class 3 contains 9994 members 
Mstep: Class 4 contains 40246 members 
Mstep: Class 5 contains 23340 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16680 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39587 members 
Mstep: Class 11 contains 47433 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54460 members 
Mstep: Class 14 contains 9087 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24803 members 
Mstep: Class 17 contains 26364 members 
Mstep: Class 18 contains 43458 members 
Mstep: Class 19 contains 48142 members 
Mstep: Class 20 contains 5941 members 
Mstep: Class 21 contains 48750 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29197 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5057 members 
Mstep: Class 26 contains 50884 members 
Mstep: Class 27 contains 59748 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145280.000000 Penalty: 97259.320312
Iteration 341Q: 30 clusters Score -1.371453e+08 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 50427 members 
Mstep: Class 3 contains 10030 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 23343 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16665 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 39610 members 
Mstep: Class 11 contains 47406 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54473 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24796 members 
Mstep: Class 17 contains 26334 members 
Mstep: Class 18 contains 43476 members 
Mstep: Class 19 contains 48161 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 48755 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29159 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 50897 members 
Mstep: Class 27 contains 59728 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145184.000000 Penalty: 97259.320312
Iteration 342Q: 30 clusters Score -1.371452e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 50452 members 
Mstep: Class 3 contains 10080 members 
Mstep: Class 4 contains 40293 members 
Mstep: Class 5 contains 23340 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16652 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 39606 members 
Mstep: Class 11 contains 47372 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54475 members 
Mstep: Class 14 contains 8998 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24802 members 
Mstep: Class 17 contains 26311 members 
Mstep: Class 18 contains 43499 members 
Mstep: Class 19 contains 48174 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 48746 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29098 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5058 members 
Mstep: Class 26 contains 50917 members 
Mstep: Class 27 contains 59749 members 
Mstep: Class 28 contains 2265 members 
Mstep: Class 29 contains 51612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145440.000000 Penalty: 97259.320312
Iteration 343Q: 30 clusters Score -1.371454e+08 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51924 members 
Mstep: Class 2 contains 50492 members 
Mstep: Class 3 contains 10137 members 
Mstep: Class 4 contains 40323 members 
Mstep: Class 5 contains 23342 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16643 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 39623 members 
Mstep: Class 11 contains 47345 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54496 members 
Mstep: Class 14 contains 8978 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24806 members 
Mstep: Class 17 contains 26279 members 
Mstep: Class 18 contains 43517 members 
Mstep: Class 19 contains 48182 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 48740 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5055 members 
Mstep: Class 26 contains 50906 members 
Mstep: Class 27 contains 59737 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 51581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145568.000000 Penalty: 97259.320312
Iteration 344Q: 30 clusters Score -1.371456e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 50525 members 
Mstep: Class 3 contains 10204 members 
Mstep: Class 4 contains 40346 members 
Mstep: Class 5 contains 23343 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16629 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39652 members 
Mstep: Class 11 contains 47323 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54520 members 
Mstep: Class 14 contains 8959 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24814 members 
Mstep: Class 17 contains 26258 members 
Mstep: Class 18 contains 43534 members 
Mstep: Class 19 contains 48170 members 
Mstep: Class 20 contains 5934 members 
Mstep: Class 21 contains 48735 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28981 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5051 members 
Mstep: Class 26 contains 50899 members 
Mstep: Class 27 contains 59729 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 51570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145440.000000 Penalty: 97259.320312
Iteration 345Q: 30 clusters Score -1.371454e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 50552 members 
Mstep: Class 3 contains 10271 members 
Mstep: Class 4 contains 40360 members 
Mstep: Class 5 contains 23346 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16612 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39665 members 
Mstep: Class 11 contains 47281 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54601 members 
Mstep: Class 14 contains 8935 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24815 members 
Mstep: Class 17 contains 26229 members 
Mstep: Class 18 contains 43540 members 
Mstep: Class 19 contains 48161 members 
Mstep: Class 20 contains 5933 members 
Mstep: Class 21 contains 48734 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28930 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 50864 members 
Mstep: Class 27 contains 59741 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 51549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145184.000000 Penalty: 97259.320312
Iteration 346Q: 30 clusters Score -1.371452e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 50590 members 
Mstep: Class 3 contains 10335 members 
Mstep: Class 4 contains 40368 members 
Mstep: Class 5 contains 23348 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16593 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 39666 members 
Mstep: Class 11 contains 47255 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54634 members 
Mstep: Class 14 contains 8901 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 18 contains 43547 members 
Mstep: Class 19 contains 48160 members 
Mstep: Class 20 contains 5932 members 
Mstep: Class 21 contains 48731 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5047 members 
Mstep: Class 26 contains 50792 members 
Mstep: Class 27 contains 59768 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 51563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145072.000000 Penalty: 97259.320312
Iteration 347Q: 30 clusters Score -1.371451e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51948 members 
Mstep: Class 2 contains 50563 members 
Mstep: Class 3 contains 10395 members 
Mstep: Class 4 contains 40382 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16581 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39683 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54675 members 
Mstep: Class 14 contains 8851 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24824 members 
Mstep: Class 17 contains 26200 members 
Mstep: Class 18 contains 43542 members 
Mstep: Class 19 contains 48189 members 
Mstep: Class 20 contains 5936 members 
Mstep: Class 21 contains 48731 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28818 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5051 members 
Mstep: Class 26 contains 50761 members 
Mstep: Class 27 contains 59783 members 
Mstep: Class 28 contains 2264 members 
Mstep: Class 29 contains 51587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145312.000000 Penalty: 97259.320312
Iteration 348Q: 30 clusters Score -1.371453e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 50563 members 
Mstep: Class 3 contains 10467 members 
Mstep: Class 4 contains 40378 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16564 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 39711 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54713 members 
Mstep: Class 14 contains 8806 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24821 members 
Mstep: Class 17 contains 26184 members 
Mstep: Class 18 contains 43545 members 
Mstep: Class 19 contains 48208 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 48731 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28759 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 50706 members 
Mstep: Class 27 contains 59807 members 
Mstep: Class 28 contains 2263 members 
Mstep: Class 29 contains 51603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145344.000000 Penalty: 97259.320312
Iteration 349Q: 30 clusters Score -1.371453e+08 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52000 members 
Mstep: Class 2 contains 50560 members 
Mstep: Class 3 contains 10536 members 
Mstep: Class 4 contains 40374 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16534 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 39740 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54745 members 
Mstep: Class 14 contains 8760 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24816 members 
Mstep: Class 17 contains 26169 members 
Mstep: Class 18 contains 43542 members 
Mstep: Class 19 contains 48231 members 
Mstep: Class 20 contains 5937 members 
Mstep: Class 21 contains 48727 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28701 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50691 members 
Mstep: Class 27 contains 59821 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 51604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145504.000000 Penalty: 97259.320312
Iteration 350Q: 30 clusters Score -1.371455e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52011 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 10606 members 
Mstep: Class 4 contains 40356 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16511 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 39784 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54774 members 
Mstep: Class 14 contains 8719 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24821 members 
Mstep: Class 17 contains 26153 members 
Mstep: Class 18 contains 43534 members 
Mstep: Class 19 contains 48238 members 
Mstep: Class 20 contains 5939 members 
Mstep: Class 21 contains 48728 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28647 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50672 members 
Mstep: Class 27 contains 59852 members 
Mstep: Class 28 contains 2262 members 
Mstep: Class 29 contains 51601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145728.000000 Penalty: 97259.320312
Iteration 351Q: 30 clusters Score -1.371457e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 50545 members 
Mstep: Class 3 contains 10679 members 
Mstep: Class 4 contains 40365 members 
Mstep: Class 5 contains 23350 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16489 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 39808 members 
Mstep: Class 11 contains 47154 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54787 members 
Mstep: Class 14 contains 8693 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24825 members 
Mstep: Class 17 contains 26132 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 19 contains 48231 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48726 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28583 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50676 members 
Mstep: Class 27 contains 59889 members 
Mstep: Class 28 contains 2261 members 
Mstep: Class 29 contains 51601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145680.000000 Penalty: 97259.320312
Iteration 352Q: 30 clusters Score -1.371457e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 50567 members 
Mstep: Class 3 contains 10735 members 
Mstep: Class 4 contains 40379 members 
Mstep: Class 5 contains 23352 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16466 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 39843 members 
Mstep: Class 11 contains 47127 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54796 members 
Mstep: Class 14 contains 8654 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24829 members 
Mstep: Class 17 contains 26110 members 
Mstep: Class 18 contains 43513 members 
Mstep: Class 19 contains 48234 members 
Mstep: Class 20 contains 5944 members 
Mstep: Class 21 contains 48720 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28533 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50684 members 
Mstep: Class 27 contains 59898 members 
Mstep: Class 28 contains 2260 members 
Mstep: Class 29 contains 51617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145920.000000 Penalty: 97259.320312
Iteration 353Q: 30 clusters Score -1.371459e+08 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 50593 members 
Mstep: Class 3 contains 10791 members 
Mstep: Class 4 contains 40400 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16434 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 39868 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54792 members 
Mstep: Class 14 contains 8620 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24836 members 
Mstep: Class 17 contains 26088 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 19 contains 48232 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48715 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28461 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 50621 members 
Mstep: Class 27 contains 59917 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 51679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145568.000000 Penalty: 97259.320312
Iteration 354Q: 30 clusters Score -1.371456e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 50564 members 
Mstep: Class 3 contains 10842 members 
Mstep: Class 4 contains 40421 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16395 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 39899 members 
Mstep: Class 11 contains 47108 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54797 members 
Mstep: Class 14 contains 8600 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24837 members 
Mstep: Class 17 contains 26076 members 
Mstep: Class 18 contains 43523 members 
Mstep: Class 19 contains 48207 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48711 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28402 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5050 members 
Mstep: Class 26 contains 50617 members 
Mstep: Class 27 contains 59940 members 
Mstep: Class 28 contains 2259 members 
Mstep: Class 29 contains 51734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145424.000000 Penalty: 97259.320312
Iteration 355Q: 30 clusters Score -1.371454e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 50548 members 
Mstep: Class 3 contains 10879 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 23356 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16369 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 39912 members 
Mstep: Class 11 contains 47106 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54828 members 
Mstep: Class 14 contains 8583 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24833 members 
Mstep: Class 17 contains 26057 members 
Mstep: Class 18 contains 43526 members 
Mstep: Class 19 contains 48191 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28365 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5047 members 
Mstep: Class 26 contains 50603 members 
Mstep: Class 27 contains 59943 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 51787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137144992.000000 Penalty: 97259.320312
Iteration 356Q: 30 clusters Score -1.37145e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 50532 members 
Mstep: Class 3 contains 10912 members 
Mstep: Class 4 contains 40458 members 
Mstep: Class 5 contains 23355 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16346 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 39937 members 
Mstep: Class 11 contains 47103 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54866 members 
Mstep: Class 14 contains 8556 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24834 members 
Mstep: Class 17 contains 26043 members 
Mstep: Class 18 contains 43507 members 
Mstep: Class 19 contains 48196 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48717 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28308 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50638 members 
Mstep: Class 27 contains 59924 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 51825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145216.000000 Penalty: 97259.320312
Iteration 357Q: 30 clusters Score -1.371452e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 50486 members 
Mstep: Class 3 contains 10963 members 
Mstep: Class 4 contains 40474 members 
Mstep: Class 5 contains 23354 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16323 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 39955 members 
Mstep: Class 11 contains 47107 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54887 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24840 members 
Mstep: Class 17 contains 26026 members 
Mstep: Class 18 contains 43496 members 
Mstep: Class 19 contains 48217 members 
Mstep: Class 20 contains 5943 members 
Mstep: Class 21 contains 48711 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28245 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5047 members 
Mstep: Class 26 contains 50656 members 
Mstep: Class 27 contains 59911 members 
Mstep: Class 28 contains 2258 members 
Mstep: Class 29 contains 51866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137145360.000000 Penalty: 97259.320312
Iteration 358Q: 30 clusters Score -1.371454e+08 nChanged 1020
Entering ConstructFrom: 
Score: -137145360.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (52012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Entering Unmasked Estep 
Score: -9814195.000000 Penalty: 2693.089111
	Iteration 0F: 2 clusters Score -9814195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -9783751.000000 Penalty: 5386.178223
	Iteration 0F: 3 clusters Score -9783751 nChanged 24023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -9796832.000000 Penalty: 5386.178223
	Iteration 1F: 3 clusters Score -9796832 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -9797479.000000 Penalty: 5386.178223
	Iteration 2Q: 3 clusters Score -9797479 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -9798217.000000 Penalty: 5386.178223
	Iteration 3Q: 3 clusters Score -9798217 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -9798922.000000 Penalty: 5386.178223
	Iteration 4Q: 3 clusters Score -9798922 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -9799668.000000 Penalty: 5386.178223
	Iteration 5Q: 3 clusters Score -9799668 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -9800661.000000 Penalty: 5386.178223
	Iteration 6Q: 3 clusters Score -9800661 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -9801934.000000 Penalty: 5386.178223
	Iteration 7Q: 3 clusters Score -9801934 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -9803598.000000 Penalty: 5386.178223
	Iteration 8Q: 3 clusters Score -9803598 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -9805630.000000 Penalty: 5386.178223
	Iteration 9F: 3 clusters Score -9805630 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -9808115.000000 Penalty: 5386.178223
	Iteration 10F: 3 clusters Score -9808115 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9810229.000000 Penalty: 5386.178223
	Iteration 11Q: 3 clusters Score -9810229 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -9811655.000000 Penalty: 5386.178223
	Iteration 12Q: 3 clusters Score -9811655 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 39261 members 
Entering Unmasked Estep 
Score: -9812467.000000 Penalty: 5386.178223
	Iteration 13Q: 3 clusters Score -9812467 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -9813115.000000 Penalty: 5386.178223
	Iteration 14Q: 3 clusters Score -9813115 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -9813513.000000 Penalty: 5386.178223
	Iteration 15Q: 3 clusters Score -9813513 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -9813855.000000 Penalty: 5386.178223
	Iteration 16Q: 3 clusters Score -9813855 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -9814155.000000 Penalty: 5386.178223
	Iteration 17Q: 3 clusters Score -9814155 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -9814303.000000 Penalty: 5386.178223
	Iteration 18Q: 3 clusters Score -9814303 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -9814393.000000 Penalty: 5386.178223
	Iteration 19Q: 3 clusters Score -9814393 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -9814373.000000 Penalty: 5386.178223
	Iteration 20F: 3 clusters Score -9814373 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -9814332.000000 Penalty: 5386.178223
	Iteration 21Q: 3 clusters Score -9814332 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -9814262.000000 Penalty: 5386.178223
	Iteration 22Q: 3 clusters Score -9814262 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -9814083.000000 Penalty: 5386.178223
	Iteration 23Q: 3 clusters Score -9814083 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -9813932.000000 Penalty: 5386.178223
	Iteration 24Q: 3 clusters Score -9813932 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -9813714.000000 Penalty: 5386.178223
	Iteration 25Q: 3 clusters Score -9813714 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -9813390.000000 Penalty: 5386.178223
	Iteration 26Q: 3 clusters Score -9813390 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -9813461.000000 Penalty: 5386.178223
	Iteration 27Q: 3 clusters Score -9813461 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -9813487.000000 Penalty: 5386.178223
	Iteration 28Q: 3 clusters Score -9813487 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -9813376.000000 Penalty: 5386.178223
	Iteration 29Q: 3 clusters Score -9813376 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9813368.000000 Penalty: 5386.178223
	Iteration 30Q: 3 clusters Score -9813368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 48341 members 
Entering Unmasked Estep 
Score: -9813438.000000 Penalty: 5386.178223
	Iteration 31Q: 3 clusters Score -9813438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -9813411.000000 Penalty: 5386.178223
	Iteration 32Q: 3 clusters Score -9813411 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9813424.000000 Penalty: 5386.178223
	Iteration 33Q: 3 clusters Score -9813424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -9813422.000000 Penalty: 5386.178223
	Iteration 34Q: 3 clusters Score -9813422 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 48771 members 
Entering Unmasked Estep 
Score: -9813404.000000 Penalty: 5386.178223
	Iteration 35Q: 3 clusters Score -9813404 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -9813388.000000 Penalty: 5386.178223
	Iteration 36Q: 3 clusters Score -9813388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 48922 members 
Entering Unmasked Estep 
Score: -9813373.000000 Penalty: 5386.178223
	Iteration 37Q: 3 clusters Score -9813373 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9813383.000000 Penalty: 5386.178223
	Iteration 38Q: 3 clusters Score -9813383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 49047 members 
Entering Unmasked Estep 
Score: -9813374.000000 Penalty: 5386.178223
	Iteration 39Q: 3 clusters Score -9813374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -9813346.000000 Penalty: 5386.178223
	Iteration 40F: 3 clusters Score -9813346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -9813328.000000 Penalty: 5386.178223
	Iteration 41Q: 3 clusters Score -9813328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -9813325.000000 Penalty: 5386.178223
	Iteration 42Q: 3 clusters Score -9813325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -9813338.000000 Penalty: 5386.178223
	Iteration 43Q: 3 clusters Score -9813338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -9813337.000000 Penalty: 5386.178223
	Iteration 44Q: 3 clusters Score -9813337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 49315 members 
Entering Unmasked Estep 
Score: -9813330.000000 Penalty: 5386.178223
	Iteration 45Q: 3 clusters Score -9813330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -9813298.000000 Penalty: 5386.178223
	Iteration 46Q: 3 clusters Score -9813298 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -9813310.000000 Penalty: 5386.178223
	Iteration 47Q: 3 clusters Score -9813310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 49414 members 
Entering Unmasked Estep 
Score: -9813279.000000 Penalty: 5386.178223
	Iteration 48Q: 3 clusters Score -9813279 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 49450 members 
Entering Unmasked Estep 
Score: -9813291.000000 Penalty: 5386.178223
	Iteration 49Q: 3 clusters Score -9813291 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -9813292.000000 Penalty: 5386.178223
	Iteration 50Q: 3 clusters Score -9813292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9813289.000000 Penalty: 5386.178223
	Iteration 51Q: 3 clusters Score -9813289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9813291.000000 Penalty: 5386.178223
	Iteration 52Q: 3 clusters Score -9813291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -9813294.000000 Penalty: 5386.178223
	Iteration 53Q: 3 clusters Score -9813294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9813304.000000 Penalty: 5386.178223
	Iteration 54Q: 3 clusters Score -9813304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9813304.000000 Penalty: 5386.178223
	Iteration 55Q: 3 clusters Score -9813304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -9813307.000000 Penalty: 5386.178223
	Iteration 56Q: 3 clusters Score -9813307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9813314.000000 Penalty: 5386.178223
	Iteration 57Q: 3 clusters Score -9813314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9813304.000000 Penalty: 5386.178223
	Iteration 58Q: 3 clusters Score -9813304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -9813315.000000 Penalty: 5386.178223
	Iteration 59Q: 3 clusters Score -9813315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9813305.000000 Penalty: 5386.178223
	Iteration 60F: 3 clusters Score -9813305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -9813301.000000 Penalty: 5386.178223
	Iteration 61Q: 3 clusters Score -9813301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9813296.000000 Penalty: 5386.178223
	Iteration 62Q: 3 clusters Score -9813296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -9813277.000000 Penalty: 5386.178223
	Iteration 63Q: 3 clusters Score -9813277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9813275.000000 Penalty: 5386.178223
	Iteration 64Q: 3 clusters Score -9813275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9813292.000000 Penalty: 5386.178223
	Iteration 65Q: 3 clusters Score -9813292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -9813294.000000 Penalty: 5386.178223
	Iteration 66Q: 3 clusters Score -9813294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -9813288.000000 Penalty: 5386.178223
	Iteration 67Q: 3 clusters Score -9813288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9813283.000000 Penalty: 5386.178223
	Iteration 68Q: 3 clusters Score -9813283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -9813280.000000 Penalty: 5386.178223
	Iteration 69Q: 3 clusters Score -9813280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -9813281.000000 Penalty: 5386.178223
	Iteration 70Q: 3 clusters Score -9813281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9813280.000000 Penalty: 5386.178223
	Iteration 71Q: 3 clusters Score -9813280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -9813281.000000 Penalty: 5386.178223
	Iteration 72Q: 3 clusters Score -9813281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9813275.000000 Penalty: 5386.178223
	Iteration 73Q: 3 clusters Score -9813275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9813278.000000 Penalty: 5386.178223
	Iteration 74Q: 3 clusters Score -9813278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9813278.000000 Penalty: 5386.178223
	Iteration 75Q: 3 clusters Score -9813278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -9813278.000000 Penalty: 5386.178223
	Iteration 76F: 3 clusters Score -9813278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Entering Unmasked Estep 
Score: -9517168.000000 Penalty: 2685.718750
	Iteration 0F: 2 clusters Score -9517168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -9485897.000000 Penalty: 5371.437500
	Iteration 0F: 3 clusters Score -9485897 nChanged 23351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -9498809.000000 Penalty: 5371.437500
	Iteration 1F: 3 clusters Score -9498809 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -9499254.000000 Penalty: 5371.437500
	Iteration 2Q: 3 clusters Score -9499254 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -9499679.000000 Penalty: 5371.437500
	Iteration 3Q: 3 clusters Score -9499679 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -9500017.000000 Penalty: 5371.437500
	Iteration 4Q: 3 clusters Score -9500017 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -9500355.000000 Penalty: 5371.437500
	Iteration 5Q: 3 clusters Score -9500355 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -9500742.000000 Penalty: 5371.437500
	Iteration 6Q: 3 clusters Score -9500742 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -9501148.000000 Penalty: 5371.437500
	Iteration 7Q: 3 clusters Score -9501148 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -9501712.000000 Penalty: 5371.437500
	Iteration 8Q: 3 clusters Score -9501712 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -9502372.000000 Penalty: 5371.437500
	Iteration 9Q: 3 clusters Score -9502372 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -9503213.000000 Penalty: 5371.437500
	Iteration 10Q: 3 clusters Score -9503213 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -9504569.000000 Penalty: 5371.437500
	Iteration 11Q: 3 clusters Score -9504569 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -9506335.000000 Penalty: 5371.437500
	Iteration 12F: 3 clusters Score -9506335 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -9508599.000000 Penalty: 5371.437500
	Iteration 13F: 3 clusters Score -9508599 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -9510851.000000 Penalty: 5371.437500
	Iteration 14F: 3 clusters Score -9510851 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -9512300.000000 Penalty: 5371.437500
	Iteration 15F: 3 clusters Score -9512300 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 47568 members 
Entering Unmasked Estep 
Score: -9512944.000000 Penalty: 5371.437500
	Iteration 16Q: 3 clusters Score -9512944 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9514086.000000 Penalty: 5371.437500
	Iteration 17Q: 3 clusters Score -9514086 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -9514501.000000 Penalty: 5371.437500
	Iteration 18Q: 3 clusters Score -9514501 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -9514652.000000 Penalty: 5371.437500
	Iteration 19Q: 3 clusters Score -9514652 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -9514767.000000 Penalty: 5371.437500
	Iteration 20F: 3 clusters Score -9514767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50073 members 
Entering Unmasked Estep 
Score: -9514847.000000 Penalty: 5371.437500
	Iteration 21Q: 3 clusters Score -9514847 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -9514875.000000 Penalty: 5371.437500
	Iteration 22Q: 3 clusters Score -9514875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -9514894.000000 Penalty: 5371.437500
	Iteration 23Q: 3 clusters Score -9514894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -9514911.000000 Penalty: 5371.437500
	Iteration 24Q: 3 clusters Score -9514911 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -9514931.000000 Penalty: 5371.437500
	Iteration 25Q: 3 clusters Score -9514931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 50172 members 
Entering Unmasked Estep 
Score: -9514926.000000 Penalty: 5371.437500
	Iteration 26Q: 3 clusters Score -9514926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -9514923.000000 Penalty: 5371.437500
	Iteration 27Q: 3 clusters Score -9514923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -9514938.000000 Penalty: 5371.437500
	Iteration 28Q: 3 clusters Score -9514938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 50183 members 
Entering Unmasked Estep 
Score: -9514950.000000 Penalty: 5371.437500
	Iteration 29Q: 3 clusters Score -9514950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9514965.000000 Penalty: 5371.437500
	Iteration 30Q: 3 clusters Score -9514965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -9514960.000000 Penalty: 5371.437500
	Iteration 31Q: 3 clusters Score -9514960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9514963.000000 Penalty: 5371.437500
	Iteration 32Q: 3 clusters Score -9514963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -9514963.000000 Penalty: 5371.437500
	Iteration 33F: 3 clusters Score -9514963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Entering Unmasked Estep 
Score: -2056405.625000 Penalty: 2308.476807
	Iteration 0F: 2 clusters Score -2056406 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 5449 members 
Entering Unmasked Estep 
Score: -2048099.250000 Penalty: 4616.953613
	Iteration 0F: 3 clusters Score -2048099 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2050806.250000 Penalty: 4616.953613
	Iteration 1F: 3 clusters Score -2050806 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2051324.375000 Penalty: 4616.953613
	Iteration 2F: 3 clusters Score -2051324 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2051773.875000 Penalty: 4616.953613
	Iteration 3F: 3 clusters Score -2051774 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2052185.125000 Penalty: 4616.953613
	Iteration 4F: 3 clusters Score -2052185 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2052574.250000 Penalty: 4616.953613
	Iteration 5F: 3 clusters Score -2052574 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2052972.125000 Penalty: 4616.953613
	Iteration 6F: 3 clusters Score -2052972 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -2053392.750000 Penalty: 4616.953613
	Iteration 7F: 3 clusters Score -2053393 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2053782.125000 Penalty: 4616.953613
	Iteration 8F: 3 clusters Score -2053782 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2054092.750000 Penalty: 4616.953613
	Iteration 9Q: 3 clusters Score -2054093 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2054306.750000 Penalty: 4616.953613
	Iteration 10Q: 3 clusters Score -2054307 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -2054439.625000 Penalty: 4616.953613
	Iteration 11Q: 3 clusters Score -2054440 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2054518.125000 Penalty: 4616.953613
	Iteration 12Q: 3 clusters Score -2054518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2054565.500000 Penalty: 4616.953613
	Iteration 13Q: 3 clusters Score -2054566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2054615.625000 Penalty: 4616.953613
	Iteration 14Q: 3 clusters Score -2054616 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2054652.875000 Penalty: 4616.953613
	Iteration 15Q: 3 clusters Score -2054653 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2054682.875000 Penalty: 4616.953613
	Iteration 16Q: 3 clusters Score -2054683 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2054710.875000 Penalty: 4616.953613
	Iteration 17Q: 3 clusters Score -2054711 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2054733.500000 Penalty: 4616.953613
	Iteration 18Q: 3 clusters Score -2054734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2054744.125000 Penalty: 4616.953613
	Iteration 19Q: 3 clusters Score -2054744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2054756.375000 Penalty: 4616.953613
	Iteration 20F: 3 clusters Score -2054756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2054768.500000 Penalty: 4616.953613
	Iteration 21Q: 3 clusters Score -2054768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2054770.375000 Penalty: 4616.953613
	Iteration 22Q: 3 clusters Score -2054770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2054774.750000 Penalty: 4616.953613
	Iteration 23Q: 3 clusters Score -2054775 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2054785.250000 Penalty: 4616.953613
	Iteration 24Q: 3 clusters Score -2054785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2054797.375000 Penalty: 4616.953613
	Iteration 25Q: 3 clusters Score -2054797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2054798.375000 Penalty: 4616.953613
	Iteration 26Q: 3 clusters Score -2054798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2054803.000000 Penalty: 4616.953613
	Iteration 27Q: 3 clusters Score -2054803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2054801.000000 Penalty: 4616.953613
	Iteration 28Q: 3 clusters Score -2054801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2054802.375000 Penalty: 4616.953613
	Iteration 29Q: 3 clusters Score -2054802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2054802.125000 Penalty: 4616.953613
	Iteration 30Q: 3 clusters Score -2054802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2054810.375000 Penalty: 4616.953613
	Iteration 31Q: 3 clusters Score -2054810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2054810.000000 Penalty: 4616.953613
	Iteration 32Q: 3 clusters Score -2054810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2054817.625000 Penalty: 4616.953613
	Iteration 33Q: 3 clusters Score -2054818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2054823.500000 Penalty: 4616.953613
	Iteration 34Q: 3 clusters Score -2054824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2054824.250000 Penalty: 4616.953613
	Iteration 35Q: 3 clusters Score -2054824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2054820.500000 Penalty: 4616.953613
	Iteration 36Q: 3 clusters Score -2054820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2054821.625000 Penalty: 4616.953613
	Iteration 37Q: 3 clusters Score -2054822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2054821.375000 Penalty: 4616.953613
	Iteration 38Q: 3 clusters Score -2054821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2054819.125000 Penalty: 4616.953613
	Iteration 39Q: 3 clusters Score -2054819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2054820.375000 Penalty: 4616.953613
	Iteration 40F: 3 clusters Score -2054820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -2054822.125000 Penalty: 4616.953613
	Iteration 41Q: 3 clusters Score -2054822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2054821.750000 Penalty: 4616.953613
	Iteration 42Q: 3 clusters Score -2054822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2054822.375000 Penalty: 4616.953613
	Iteration 43Q: 3 clusters Score -2054822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2054823.625000 Penalty: 4616.953613
	Iteration 44Q: 3 clusters Score -2054824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2054830.000000 Penalty: 4616.953613
	Iteration 45Q: 3 clusters Score -2054830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2054829.750000 Penalty: 4616.953613
	Iteration 46Q: 3 clusters Score -2054830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2054830.000000 Penalty: 4616.953613
	Iteration 47Q: 3 clusters Score -2054830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2054828.625000 Penalty: 4616.953613
	Iteration 48Q: 3 clusters Score -2054829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2054830.875000 Penalty: 4616.953613
	Iteration 49Q: 3 clusters Score -2054831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -2054829.125000 Penalty: 4616.953613
	Iteration 50Q: 3 clusters Score -2054829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2054831.500000 Penalty: 4616.953613
	Iteration 51Q: 3 clusters Score -2054832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2054831.250000 Penalty: 4616.953613
	Iteration 52Q: 3 clusters Score -2054831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2054834.125000 Penalty: 4616.953613
	Iteration 53Q: 3 clusters Score -2054834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2054833.125000 Penalty: 4616.953613
	Iteration 54Q: 3 clusters Score -2054833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2054835.000000 Penalty: 4616.953613
	Iteration 55Q: 3 clusters Score -2054835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2054837.625000 Penalty: 4616.953613
	Iteration 56Q: 3 clusters Score -2054838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2054838.625000 Penalty: 4616.953613
	Iteration 57Q: 3 clusters Score -2054839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2054846.125000 Penalty: 4616.953613
	Iteration 58Q: 3 clusters Score -2054846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -2054849.125000 Penalty: 4616.953613
	Iteration 59Q: 3 clusters Score -2054849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2054846.500000 Penalty: 4616.953613
	Iteration 60F: 3 clusters Score -2054846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2054846.250000 Penalty: 4616.953613
	Iteration 61Q: 3 clusters Score -2054846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -2054843.625000 Penalty: 4616.953613
	Iteration 62Q: 3 clusters Score -2054844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2054857.125000 Penalty: 4616.953613
	Iteration 63Q: 3 clusters Score -2054857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2054853.000000 Penalty: 4616.953613
	Iteration 64Q: 3 clusters Score -2054853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2054854.125000 Penalty: 4616.953613
	Iteration 65Q: 3 clusters Score -2054854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2054859.500000 Penalty: 4616.953613
	Iteration 66Q: 3 clusters Score -2054860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2054862.750000 Penalty: 4616.953613
	Iteration 67Q: 3 clusters Score -2054863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2054861.375000 Penalty: 4616.953613
	Iteration 68Q: 3 clusters Score -2054861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2054863.625000 Penalty: 4616.953613
	Iteration 69Q: 3 clusters Score -2054864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2054862.000000 Penalty: 4616.953613
	Iteration 70Q: 3 clusters Score -2054862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2054861.750000 Penalty: 4616.953613
	Iteration 71Q: 3 clusters Score -2054862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2054864.375000 Penalty: 4616.953613
	Iteration 72Q: 3 clusters Score -2054864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2054864.125000 Penalty: 4616.953613
	Iteration 73Q: 3 clusters Score -2054864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2054866.000000 Penalty: 4616.953613
	Iteration 74Q: 3 clusters Score -2054866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -2054869.125000 Penalty: 4616.953613
	Iteration 75Q: 3 clusters Score -2054869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -2054871.125000 Penalty: 4616.953613
	Iteration 76Q: 3 clusters Score -2054871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2054871.000000 Penalty: 4616.953613
	Iteration 77Q: 3 clusters Score -2054871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2054867.875000 Penalty: 4616.953613
	Iteration 78Q: 3 clusters Score -2054868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2054867.500000 Penalty: 4616.953613
	Iteration 79Q: 3 clusters Score -2054868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2054870.750000 Penalty: 4616.953613
	Iteration 80F: 3 clusters Score -2054871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2054872.500000 Penalty: 4616.953613
	Iteration 81Q: 3 clusters Score -2054872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2054876.500000 Penalty: 4616.953613
	Iteration 82Q: 3 clusters Score -2054876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2054878.000000 Penalty: 4616.953613
	Iteration 83Q: 3 clusters Score -2054878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2054877.375000 Penalty: 4616.953613
	Iteration 84Q: 3 clusters Score -2054877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2054882.875000 Penalty: 4616.953613
	Iteration 85Q: 3 clusters Score -2054883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2054889.625000 Penalty: 4616.953613
	Iteration 86Q: 3 clusters Score -2054890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2054890.250000 Penalty: 4616.953613
	Iteration 87Q: 3 clusters Score -2054890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2054894.750000 Penalty: 4616.953613
	Iteration 88Q: 3 clusters Score -2054895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2054897.750000 Penalty: 4616.953613
	Iteration 89Q: 3 clusters Score -2054898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2054897.375000 Penalty: 4616.953613
	Iteration 90Q: 3 clusters Score -2054897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -2054902.750000 Penalty: 4616.953613
	Iteration 91Q: 3 clusters Score -2054903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2054905.875000 Penalty: 4616.953613
	Iteration 92Q: 3 clusters Score -2054906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2054907.375000 Penalty: 4616.953613
	Iteration 93Q: 3 clusters Score -2054907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2054911.625000 Penalty: 4616.953613
	Iteration 94Q: 3 clusters Score -2054912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -2054913.625000 Penalty: 4616.953613
	Iteration 95Q: 3 clusters Score -2054914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2054918.625000 Penalty: 4616.953613
	Iteration 96Q: 3 clusters Score -2054919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2054917.750000 Penalty: 4616.953613
	Iteration 97Q: 3 clusters Score -2054918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -2054922.000000 Penalty: 4616.953613
	Iteration 98Q: 3 clusters Score -2054922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2054924.125000 Penalty: 4616.953613
	Iteration 99Q: 3 clusters Score -2054924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2054926.500000 Penalty: 4616.953613
	Iteration 100F: 3 clusters Score -2054926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -2054925.875000 Penalty: 4616.953613
	Iteration 101Q: 3 clusters Score -2054926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -2054927.375000 Penalty: 4616.953613
	Iteration 102Q: 3 clusters Score -2054927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2054928.000000 Penalty: 4616.953613
	Iteration 103Q: 3 clusters Score -2054928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2054928.000000 Penalty: 4616.953613
	Iteration 104F: 3 clusters Score -2054928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Entering Unmasked Estep 
Score: -7577193.000000 Penalty: 2631.052490
	Iteration 0F: 2 clusters Score -7577193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -7549942.500000 Penalty: 5262.104980
	Iteration 0F: 3 clusters Score -7549942 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -7560004.000000 Penalty: 5262.104980
	Iteration 1F: 3 clusters Score -7560004 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -7560443.500000 Penalty: 5262.104980
	Iteration 2Q: 3 clusters Score -7560444 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7560759.500000 Penalty: 5262.104980
	Iteration 3Q: 3 clusters Score -7560760 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -7561082.500000 Penalty: 5262.104980
	Iteration 4Q: 3 clusters Score -7561082 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7561478.500000 Penalty: 5262.104980
	Iteration 5Q: 3 clusters Score -7561478 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7561876.000000 Penalty: 5262.104980
	Iteration 6Q: 3 clusters Score -7561876 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -7562499.000000 Penalty: 5262.104980
	Iteration 7Q: 3 clusters Score -7562499 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -7563434.500000 Penalty: 5262.104980
	Iteration 8Q: 3 clusters Score -7563434 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -7564599.500000 Penalty: 5262.104980
	Iteration 9Q: 3 clusters Score -7564600 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -7566192.000000 Penalty: 5262.104980
	Iteration 10F: 3 clusters Score -7566192 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -7567811.500000 Penalty: 5262.104980
	Iteration 11F: 3 clusters Score -7567812 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -7569209.000000 Penalty: 5262.104980
	Iteration 12F: 3 clusters Score -7569209 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -7570063.500000 Penalty: 5262.104980
	Iteration 13Q: 3 clusters Score -7570064 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -7570468.500000 Penalty: 5262.104980
	Iteration 14Q: 3 clusters Score -7570468 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -7570704.000000 Penalty: 5262.104980
	Iteration 15Q: 3 clusters Score -7570704 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -7570823.500000 Penalty: 5262.104980
	Iteration 16Q: 3 clusters Score -7570824 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -7570934.500000 Penalty: 5262.104980
	Iteration 17Q: 3 clusters Score -7570934 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -7571052.000000 Penalty: 5262.104980
	Iteration 18Q: 3 clusters Score -7571052 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -7571119.500000 Penalty: 5262.104980
	Iteration 19Q: 3 clusters Score -7571120 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -7571186.000000 Penalty: 5262.104980
	Iteration 20F: 3 clusters Score -7571186 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -7571201.000000 Penalty: 5262.104980
	Iteration 21Q: 3 clusters Score -7571201 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -7571231.000000 Penalty: 5262.104980
	Iteration 22Q: 3 clusters Score -7571231 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -7571279.500000 Penalty: 5262.104980
	Iteration 23Q: 3 clusters Score -7571280 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -7571317.000000 Penalty: 5262.104980
	Iteration 24Q: 3 clusters Score -7571317 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -7571339.000000 Penalty: 5262.104980
	Iteration 25Q: 3 clusters Score -7571339 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -7571426.000000 Penalty: 5262.104980
	Iteration 26Q: 3 clusters Score -7571426 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -7571488.500000 Penalty: 5262.104980
	Iteration 27Q: 3 clusters Score -7571488 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -7571521.500000 Penalty: 5262.104980
	Iteration 28Q: 3 clusters Score -7571522 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -7571574.500000 Penalty: 5262.104980
	Iteration 29Q: 3 clusters Score -7571574 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -7571614.000000 Penalty: 5262.104980
	Iteration 30Q: 3 clusters Score -7571614 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7571691.000000 Penalty: 5262.104980
	Iteration 31Q: 3 clusters Score -7571691 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -7571714.000000 Penalty: 5262.104980
	Iteration 32Q: 3 clusters Score -7571714 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -7571729.000000 Penalty: 5262.104980
	Iteration 33Q: 3 clusters Score -7571729 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -7571770.500000 Penalty: 5262.104980
	Iteration 34Q: 3 clusters Score -7571770 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7571804.500000 Penalty: 5262.104980
	Iteration 35Q: 3 clusters Score -7571804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -7571804.500000 Penalty: 5262.104980
	Iteration 36Q: 3 clusters Score -7571804 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -7571820.500000 Penalty: 5262.104980
	Iteration 37Q: 3 clusters Score -7571820 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -7571873.000000 Penalty: 5262.104980
	Iteration 38Q: 3 clusters Score -7571873 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -7571878.500000 Penalty: 5262.104980
	Iteration 39Q: 3 clusters Score -7571878 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -7571911.000000 Penalty: 5262.104980
	Iteration 40F: 3 clusters Score -7571911 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -7571931.500000 Penalty: 5262.104980
	Iteration 41Q: 3 clusters Score -7571932 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -7571958.500000 Penalty: 5262.104980
	Iteration 42Q: 3 clusters Score -7571958 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -7571984.000000 Penalty: 5262.104980
	Iteration 43Q: 3 clusters Score -7571984 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -7572012.500000 Penalty: 5262.104980
	Iteration 44Q: 3 clusters Score -7572012 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7572046.000000 Penalty: 5262.104980
	Iteration 45Q: 3 clusters Score -7572046 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -7572087.000000 Penalty: 5262.104980
	Iteration 46Q: 3 clusters Score -7572087 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -7572110.000000 Penalty: 5262.104980
	Iteration 47Q: 3 clusters Score -7572110 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -7572148.500000 Penalty: 5262.104980
	Iteration 48Q: 3 clusters Score -7572148 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -7572185.500000 Penalty: 5262.104980
	Iteration 49Q: 3 clusters Score -7572186 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -7572204.000000 Penalty: 5262.104980
	Iteration 50Q: 3 clusters Score -7572204 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7572243.000000 Penalty: 5262.104980
	Iteration 51Q: 3 clusters Score -7572243 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7572256.500000 Penalty: 5262.104980
	Iteration 52Q: 3 clusters Score -7572256 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7572303.500000 Penalty: 5262.104980
	Iteration 53Q: 3 clusters Score -7572304 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -7572333.500000 Penalty: 5262.104980
	Iteration 54Q: 3 clusters Score -7572334 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -7572358.500000 Penalty: 5262.104980
	Iteration 55Q: 3 clusters Score -7572358 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7572380.000000 Penalty: 5262.104980
	Iteration 56Q: 3 clusters Score -7572380 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7572421.000000 Penalty: 5262.104980
	Iteration 57Q: 3 clusters Score -7572421 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -7572443.000000 Penalty: 5262.104980
	Iteration 58Q: 3 clusters Score -7572443 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -7572460.000000 Penalty: 5262.104980
	Iteration 59Q: 3 clusters Score -7572460 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -7572490.000000 Penalty: 5262.104980
	Iteration 60F: 3 clusters Score -7572490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7572491.500000 Penalty: 5262.104980
	Iteration 61Q: 3 clusters Score -7572492 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -7572569.000000 Penalty: 5262.104980
	Iteration 62Q: 3 clusters Score -7572569 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -7572610.500000 Penalty: 5262.104980
	Iteration 63Q: 3 clusters Score -7572610 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7572664.500000 Penalty: 5262.104980
	Iteration 64Q: 3 clusters Score -7572664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7572715.000000 Penalty: 5262.104980
	Iteration 65Q: 3 clusters Score -7572715 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -7572762.000000 Penalty: 5262.104980
	Iteration 66Q: 3 clusters Score -7572762 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7572791.500000 Penalty: 5262.104980
	Iteration 67Q: 3 clusters Score -7572792 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -7572837.000000 Penalty: 5262.104980
	Iteration 68Q: 3 clusters Score -7572837 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -7572922.000000 Penalty: 5262.104980
	Iteration 69Q: 3 clusters Score -7572922 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -7572943.500000 Penalty: 5262.104980
	Iteration 70Q: 3 clusters Score -7572944 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -7572971.500000 Penalty: 5262.104980
	Iteration 71Q: 3 clusters Score -7572972 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -7573003.500000 Penalty: 5262.104980
	Iteration 72Q: 3 clusters Score -7573004 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -7573025.000000 Penalty: 5262.104980
	Iteration 73Q: 3 clusters Score -7573025 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -7573084.500000 Penalty: 5262.104980
	Iteration 74Q: 3 clusters Score -7573084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -7573122.500000 Penalty: 5262.104980
	Iteration 75Q: 3 clusters Score -7573122 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7573159.500000 Penalty: 5262.104980
	Iteration 76Q: 3 clusters Score -7573160 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -7573201.000000 Penalty: 5262.104980
	Iteration 77Q: 3 clusters Score -7573201 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -7573239.500000 Penalty: 5262.104980
	Iteration 78Q: 3 clusters Score -7573240 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -7573308.500000 Penalty: 5262.104980
	Iteration 79Q: 3 clusters Score -7573308 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -7573389.500000 Penalty: 5262.104980
	Iteration 80F: 3 clusters Score -7573390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -7573458.000000 Penalty: 5262.104980
	Iteration 81Q: 3 clusters Score -7573458 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -7573523.000000 Penalty: 5262.104980
	Iteration 82Q: 3 clusters Score -7573523 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -7573607.000000 Penalty: 5262.104980
	Iteration 83Q: 3 clusters Score -7573607 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -7573759.500000 Penalty: 5262.104980
	Iteration 84Q: 3 clusters Score -7573760 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -7573890.000000 Penalty: 5262.104980
	Iteration 85Q: 3 clusters Score -7573890 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -7573980.000000 Penalty: 5262.104980
	Iteration 86Q: 3 clusters Score -7573980 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -7574066.000000 Penalty: 5262.104980
	Iteration 87Q: 3 clusters Score -7574066 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -7574172.500000 Penalty: 5262.104980
	Iteration 88Q: 3 clusters Score -7574172 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -7574283.500000 Penalty: 5262.104980
	Iteration 89Q: 3 clusters Score -7574284 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7574399.000000 Penalty: 5262.104980
	Iteration 90Q: 3 clusters Score -7574399 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -7574494.500000 Penalty: 5262.104980
	Iteration 91Q: 3 clusters Score -7574494 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -7574561.000000 Penalty: 5262.104980
	Iteration 92Q: 3 clusters Score -7574561 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -7574638.000000 Penalty: 5262.104980
	Iteration 93Q: 3 clusters Score -7574638 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -7574740.500000 Penalty: 5262.104980
	Iteration 94Q: 3 clusters Score -7574740 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -7574802.500000 Penalty: 5262.104980
	Iteration 95Q: 3 clusters Score -7574802 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -7574915.000000 Penalty: 5262.104980
	Iteration 96Q: 3 clusters Score -7574915 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -7574982.000000 Penalty: 5262.104980
	Iteration 97Q: 3 clusters Score -7574982 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -7575091.500000 Penalty: 5262.104980
	Iteration 98Q: 3 clusters Score -7575092 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7575162.000000 Penalty: 5262.104980
	Iteration 99Q: 3 clusters Score -7575162 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -7575232.000000 Penalty: 5262.104980
	Iteration 100F: 3 clusters Score -7575232 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7575248.500000 Penalty: 5262.104980
	Iteration 101Q: 3 clusters Score -7575248 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -7575294.000000 Penalty: 5262.104980
	Iteration 102Q: 3 clusters Score -7575294 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -7575355.000000 Penalty: 5262.104980
	Iteration 103Q: 3 clusters Score -7575355 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7575407.500000 Penalty: 5262.104980
	Iteration 104Q: 3 clusters Score -7575408 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -7575411.000000 Penalty: 5262.104980
	Iteration 105Q: 3 clusters Score -7575411 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7575446.000000 Penalty: 5262.104980
	Iteration 106Q: 3 clusters Score -7575446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7575466.500000 Penalty: 5262.104980
	Iteration 107Q: 3 clusters Score -7575466 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7575506.000000 Penalty: 5262.104980
	Iteration 108Q: 3 clusters Score -7575506 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -7575532.000000 Penalty: 5262.104980
	Iteration 109Q: 3 clusters Score -7575532 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7575559.500000 Penalty: 5262.104980
	Iteration 110Q: 3 clusters Score -7575560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7575586.500000 Penalty: 5262.104980
	Iteration 111Q: 3 clusters Score -7575586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -7575595.500000 Penalty: 5262.104980
	Iteration 112Q: 3 clusters Score -7575596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7575606.000000 Penalty: 5262.104980
	Iteration 113Q: 3 clusters Score -7575606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -7575618.000000 Penalty: 5262.104980
	Iteration 114Q: 3 clusters Score -7575618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -7575619.500000 Penalty: 5262.104980
	Iteration 115Q: 3 clusters Score -7575620 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7575618.000000 Penalty: 5262.104980
	Iteration 116Q: 3 clusters Score -7575618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7575625.500000 Penalty: 5262.104980
	Iteration 117Q: 3 clusters Score -7575626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -7575648.000000 Penalty: 5262.104980
	Iteration 118Q: 3 clusters Score -7575648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7575660.000000 Penalty: 5262.104980
	Iteration 119Q: 3 clusters Score -7575660 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7575667.000000 Penalty: 5262.104980
	Iteration 120F: 3 clusters Score -7575667 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7575676.500000 Penalty: 5262.104980
	Iteration 121Q: 3 clusters Score -7575676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7575675.000000 Penalty: 5262.104980
	Iteration 122Q: 3 clusters Score -7575675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7575679.500000 Penalty: 5262.104980
	Iteration 123Q: 3 clusters Score -7575680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7575690.000000 Penalty: 5262.104980
	Iteration 124Q: 3 clusters Score -7575690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -7575692.500000 Penalty: 5262.104980
	Iteration 125Q: 3 clusters Score -7575692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7575689.000000 Penalty: 5262.104980
	Iteration 126Q: 3 clusters Score -7575689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -7575683.500000 Penalty: 5262.104980
	Iteration 127Q: 3 clusters Score -7575684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7575692.500000 Penalty: 5262.104980
	Iteration 128Q: 3 clusters Score -7575692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -7575701.500000 Penalty: 5262.104980
	Iteration 129Q: 3 clusters Score -7575702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -7575719.000000 Penalty: 5262.104980
	Iteration 130Q: 3 clusters Score -7575719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7575706.500000 Penalty: 5262.104980
	Iteration 131Q: 3 clusters Score -7575706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7575706.500000 Penalty: 5262.104980
	Iteration 132Q: 3 clusters Score -7575706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -7575702.000000 Penalty: 5262.104980
	Iteration 133Q: 3 clusters Score -7575702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -7575689.500000 Penalty: 5262.104980
	Iteration 134Q: 3 clusters Score -7575690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7575688.000000 Penalty: 5262.104980
	Iteration 135Q: 3 clusters Score -7575688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -7575691.500000 Penalty: 5262.104980
	Iteration 136Q: 3 clusters Score -7575692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7575696.000000 Penalty: 5262.104980
	Iteration 137Q: 3 clusters Score -7575696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7575687.500000 Penalty: 5262.104980
	Iteration 138Q: 3 clusters Score -7575688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7575686.500000 Penalty: 5262.104980
	Iteration 139Q: 3 clusters Score -7575686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7575693.500000 Penalty: 5262.104980
	Iteration 140F: 3 clusters Score -7575694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7575692.500000 Penalty: 5262.104980
	Iteration 141Q: 3 clusters Score -7575692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7575692.500000 Penalty: 5262.104980
	Iteration 142F: 3 clusters Score -7575692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (23353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Entering Unmasked Estep 
Score: -4364573.000000 Penalty: 2494.503418
	Iteration 0F: 2 clusters Score -4364573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4348351.500000 Penalty: 4989.006836
	Iteration 0F: 3 clusters Score -4348352 nChanged 10335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -4353885.500000 Penalty: 4989.006836
	Iteration 1F: 3 clusters Score -4353886 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -4354355.500000 Penalty: 4989.006836
	Iteration 2F: 3 clusters Score -4354356 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4354868.000000 Penalty: 4989.006836
	Iteration 3Q: 3 clusters Score -4354868 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4355493.000000 Penalty: 4989.006836
	Iteration 4F: 3 clusters Score -4355493 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -4356326.500000 Penalty: 4989.006836
	Iteration 5F: 3 clusters Score -4356326 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -4357422.500000 Penalty: 4989.006836
	Iteration 6F: 3 clusters Score -4357422 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -4358771.000000 Penalty: 4989.006836
	Iteration 7F: 3 clusters Score -4358771 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4360091.000000 Penalty: 4989.006836
	Iteration 8F: 3 clusters Score -4360091 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4361158.500000 Penalty: 4989.006836
	Iteration 9Q: 3 clusters Score -4361158 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4361794.000000 Penalty: 4989.006836
	Iteration 10Q: 3 clusters Score -4361794 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4362095.500000 Penalty: 4989.006836
	Iteration 11Q: 3 clusters Score -4362096 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4362264.000000 Penalty: 4989.006836
	Iteration 12Q: 3 clusters Score -4362264 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4362331.500000 Penalty: 4989.006836
	Iteration 13Q: 3 clusters Score -4362332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4362366.000000 Penalty: 4989.006836
	Iteration 14Q: 3 clusters Score -4362366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4362386.500000 Penalty: 4989.006836
	Iteration 15Q: 3 clusters Score -4362386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4362401.000000 Penalty: 4989.006836
	Iteration 16Q: 3 clusters Score -4362401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4362408.500000 Penalty: 4989.006836
	Iteration 17Q: 3 clusters Score -4362408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4362414.000000 Penalty: 4989.006836
	Iteration 18Q: 3 clusters Score -4362414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4362416.000000 Penalty: 4989.006836
	Iteration 19Q: 3 clusters Score -4362416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4362414.000000 Penalty: 4989.006836
	Iteration 20F: 3 clusters Score -4362414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4362415.000000 Penalty: 4989.006836
	Iteration 21Q: 3 clusters Score -4362415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4362415.500000 Penalty: 4989.006836
	Iteration 22Q: 3 clusters Score -4362416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4362420.500000 Penalty: 4989.006836
	Iteration 23Q: 3 clusters Score -4362420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4362419.500000 Penalty: 4989.006836
	Iteration 24Q: 3 clusters Score -4362420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4362423.000000 Penalty: 4989.006836
	Iteration 25Q: 3 clusters Score -4362423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4362423.000000 Penalty: 4989.006836
	Iteration 26Q: 3 clusters Score -4362423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4362425.500000 Penalty: 4989.006836
	Iteration 27Q: 3 clusters Score -4362426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4362425.500000 Penalty: 4989.006836
	Iteration 28F: 3 clusters Score -4362426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46700.425781 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46700.43 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47122.785156 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47122.79 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47418.187500 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47418.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47729.167969 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -47729.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48022.902344 Penalty: 3109.471680
	Iteration 4F: 3 clusters Score -48022.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48295.765625 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48295.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48404.246094 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48404.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48442.968750 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48442.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48448.691406 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48448.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48458.851562 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48458.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -48458.851562 Penalty: 3109.471680
	Iteration 10F: 3 clusters Score -48458.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 366 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 48218 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 59896 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 51890 members 
Mstep: Class 30 contains 162 members 
Entering Unmasked Estep 
Score: -137143904.000000 Penalty: 100613.093750
Splitting cluster 6 changes total score from -137145360.000000 to -137143904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -3019141.500000 Penalty: 2405.134521
	Iteration 0F: 2 clusters Score -3019142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3007451.500000 Penalty: 4810.269043
	Iteration 0F: 3 clusters Score -3007452 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3011135.750000 Penalty: 4810.269043
	Iteration 1F: 3 clusters Score -3011136 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -3011560.250000 Penalty: 4810.269043
	Iteration 2F: 3 clusters Score -3011560 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3012005.000000 Penalty: 4810.269043
	Iteration 3F: 3 clusters Score -3012005 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -3012482.500000 Penalty: 4810.269043
	Iteration 4Q: 3 clusters Score -3012482 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -3012918.750000 Penalty: 4810.269043
	Iteration 5F: 3 clusters Score -3012919 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -3013324.500000 Penalty: 4810.269043
	Iteration 6Q: 3 clusters Score -3013324 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3013709.500000 Penalty: 4810.269043
	Iteration 7Q: 3 clusters Score -3013710 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -3014120.000000 Penalty: 4810.269043
	Iteration 8Q: 3 clusters Score -3014120 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3014547.000000 Penalty: 4810.269043
	Iteration 9Q: 3 clusters Score -3014547 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -3015002.250000 Penalty: 4810.269043
	Iteration 10Q: 3 clusters Score -3015002 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3015436.000000 Penalty: 4810.269043
	Iteration 11Q: 3 clusters Score -3015436 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3015831.000000 Penalty: 4810.269043
	Iteration 12Q: 3 clusters Score -3015831 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3016112.750000 Penalty: 4810.269043
	Iteration 13Q: 3 clusters Score -3016113 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3016318.000000 Penalty: 4810.269043
	Iteration 14Q: 3 clusters Score -3016318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3016498.500000 Penalty: 4810.269043
	Iteration 15Q: 3 clusters Score -3016498 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -3016659.750000 Penalty: 4810.269043
	Iteration 16Q: 3 clusters Score -3016660 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3016803.250000 Penalty: 4810.269043
	Iteration 17Q: 3 clusters Score -3016803 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -3016919.000000 Penalty: 4810.269043
	Iteration 18Q: 3 clusters Score -3016919 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3016992.250000 Penalty: 4810.269043
	Iteration 19Q: 3 clusters Score -3016992 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3017034.750000 Penalty: 4810.269043
	Iteration 20F: 3 clusters Score -3017035 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3017070.750000 Penalty: 4810.269043
	Iteration 21Q: 3 clusters Score -3017071 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3017111.000000 Penalty: 4810.269043
	Iteration 22Q: 3 clusters Score -3017111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3017136.500000 Penalty: 4810.269043
	Iteration 23Q: 3 clusters Score -3017136 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3017144.000000 Penalty: 4810.269043
	Iteration 24Q: 3 clusters Score -3017144 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3017165.500000 Penalty: 4810.269043
	Iteration 25Q: 3 clusters Score -3017166 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -3017179.000000 Penalty: 4810.269043
	Iteration 26Q: 3 clusters Score -3017179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3017195.000000 Penalty: 4810.269043
	Iteration 27Q: 3 clusters Score -3017195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3017224.250000 Penalty: 4810.269043
	Iteration 28Q: 3 clusters Score -3017224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -3017225.250000 Penalty: 4810.269043
	Iteration 29Q: 3 clusters Score -3017225 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3017231.250000 Penalty: 4810.269043
	Iteration 30Q: 3 clusters Score -3017231 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3017248.000000 Penalty: 4810.269043
	Iteration 31Q: 3 clusters Score -3017248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3017255.250000 Penalty: 4810.269043
	Iteration 32Q: 3 clusters Score -3017255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3017267.500000 Penalty: 4810.269043
	Iteration 33Q: 3 clusters Score -3017268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3017277.750000 Penalty: 4810.269043
	Iteration 34Q: 3 clusters Score -3017278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3017282.000000 Penalty: 4810.269043
	Iteration 35Q: 3 clusters Score -3017282 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3017291.500000 Penalty: 4810.269043
	Iteration 36Q: 3 clusters Score -3017292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3017301.750000 Penalty: 4810.269043
	Iteration 37Q: 3 clusters Score -3017302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3017312.000000 Penalty: 4810.269043
	Iteration 38Q: 3 clusters Score -3017312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3017317.750000 Penalty: 4810.269043
	Iteration 39Q: 3 clusters Score -3017318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3017320.250000 Penalty: 4810.269043
	Iteration 40F: 3 clusters Score -3017320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3017324.500000 Penalty: 4810.269043
	Iteration 41Q: 3 clusters Score -3017324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3017328.750000 Penalty: 4810.269043
	Iteration 42Q: 3 clusters Score -3017329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3017330.000000 Penalty: 4810.269043
	Iteration 43Q: 3 clusters Score -3017330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3017339.250000 Penalty: 4810.269043
	Iteration 44Q: 3 clusters Score -3017339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3017339.750000 Penalty: 4810.269043
	Iteration 45Q: 3 clusters Score -3017340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3017347.750000 Penalty: 4810.269043
	Iteration 46Q: 3 clusters Score -3017348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3017355.750000 Penalty: 4810.269043
	Iteration 47Q: 3 clusters Score -3017356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3017357.000000 Penalty: 4810.269043
	Iteration 48Q: 3 clusters Score -3017357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3017361.500000 Penalty: 4810.269043
	Iteration 49Q: 3 clusters Score -3017362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3017361.250000 Penalty: 4810.269043
	Iteration 50Q: 3 clusters Score -3017361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3017362.500000 Penalty: 4810.269043
	Iteration 51Q: 3 clusters Score -3017362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3017362.250000 Penalty: 4810.269043
	Iteration 52Q: 3 clusters Score -3017362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3017363.000000 Penalty: 4810.269043
	Iteration 53Q: 3 clusters Score -3017363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3017363.000000 Penalty: 4810.269043
	Iteration 54Q: 3 clusters Score -3017363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3017364.250000 Penalty: 4810.269043
	Iteration 55Q: 3 clusters Score -3017364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3017365.750000 Penalty: 4810.269043
	Iteration 56Q: 3 clusters Score -3017366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3017363.250000 Penalty: 4810.269043
	Iteration 57Q: 3 clusters Score -3017363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3017371.500000 Penalty: 4810.269043
	Iteration 58Q: 3 clusters Score -3017372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3017371.750000 Penalty: 4810.269043
	Iteration 59Q: 3 clusters Score -3017372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3017366.250000 Penalty: 4810.269043
	Iteration 60F: 3 clusters Score -3017366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3017371.250000 Penalty: 4810.269043
	Iteration 61Q: 3 clusters Score -3017371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3017373.000000 Penalty: 4810.269043
	Iteration 62Q: 3 clusters Score -3017373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -3017375.250000 Penalty: 4810.269043
	Iteration 63Q: 3 clusters Score -3017375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3017379.250000 Penalty: 4810.269043
	Iteration 64Q: 3 clusters Score -3017379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3017381.000000 Penalty: 4810.269043
	Iteration 65Q: 3 clusters Score -3017381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3017384.750000 Penalty: 4810.269043
	Iteration 66Q: 3 clusters Score -3017385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3017382.750000 Penalty: 4810.269043
	Iteration 67Q: 3 clusters Score -3017383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3017386.750000 Penalty: 4810.269043
	Iteration 68Q: 3 clusters Score -3017387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3017385.000000 Penalty: 4810.269043
	Iteration 69Q: 3 clusters Score -3017385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3017385.250000 Penalty: 4810.269043
	Iteration 70Q: 3 clusters Score -3017385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3017385.250000 Penalty: 4810.269043
	Iteration 71F: 3 clusters Score -3017385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -204258.296875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -204258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -202229.359375 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -202229.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -202959.718750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -202959.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -203487.484375 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -203487.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203873.843750 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -203873.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -204206.000000 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -204206 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -204518.859375 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -204518.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -204596.750000 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -204596.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204627.593750 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -204627.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -204651.640625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -204651.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -204687.140625 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -204687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -204716.187500 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -204716.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -204730.171875 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -204730.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -204744.343750 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -204744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204757.171875 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -204757.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204768.859375 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -204768.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -204787.812500 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -204787.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -204810.578125 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -204810.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -204832.640625 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -204832.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -204849.031250 Penalty: 3509.181641
	Iteration 18Q: 3 clusters Score -204849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -204866.015625 Penalty: 3509.181641
	Iteration 19Q: 3 clusters Score -204866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -204879.750000 Penalty: 3509.181641
	Iteration 20F: 3 clusters Score -204879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -204910.328125 Penalty: 3509.181641
	Iteration 21Q: 3 clusters Score -204910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -204930.328125 Penalty: 3509.181641
	Iteration 22Q: 3 clusters Score -204930.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -204945.968750 Penalty: 3509.181641
	Iteration 23Q: 3 clusters Score -204946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -204965.015625 Penalty: 3509.181641
	Iteration 24Q: 3 clusters Score -204965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -204968.500000 Penalty: 3509.181641
	Iteration 25Q: 3 clusters Score -204968.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -204970.671875 Penalty: 3509.181641
	Iteration 26Q: 3 clusters Score -204970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -204971.343750 Penalty: 3509.181641
	Iteration 27Q: 3 clusters Score -204971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -204971.343750 Penalty: 3509.181641
	Iteration 28F: 3 clusters Score -204971.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 511 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 48218 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 59896 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 51890 members 
Mstep: Class 30 contains 671 members 
Entering Unmasked Estep 
Score: -137144288.000000 Penalty: 100613.093750
Splitting cluster 8 changes total score from -137145360.000000 to -137144288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -404976.062500 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -404976.1 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 1161 members 
Entering Unmasked Estep 
Score: -402239.312500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -402239.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -403205.281250 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -403205.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -403870.031250 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -403870 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -404314.250000 Penalty: 3837.641357
	Iteration 3F: 3 clusters Score -404314.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -404568.250000 Penalty: 3837.641357
	Iteration 4F: 3 clusters Score -404568.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -404708.031250 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -404708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -404837.000000 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -404837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -404957.406250 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -404957.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -405070.343750 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -405070.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -405102.593750 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -405102.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -405112.937500 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -405112.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -405117.281250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -405117.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -405122.312500 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -405122.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -405122.031250 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -405122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -405122.843750 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -405122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -405122.843750 Penalty: 3837.641357
	Iteration 15F: 3 clusters Score -405122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 699 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 48218 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 59896 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 51890 members 
Mstep: Class 30 contains 1593 members 
Entering Unmasked Estep 
Score: -137143408.000000 Penalty: 100613.093750
Splitting cluster 9 changes total score from -137145360.000000 to -137143408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (39970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Entering Unmasked Estep 
Score: -7410749.000000 Penalty: 2627.779297
	Iteration 0F: 2 clusters Score -7410749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -7383607.000000 Penalty: 5255.558594
	Iteration 0F: 3 clusters Score -7383607 nChanged 18397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -7394316.500000 Penalty: 5255.558594
	Iteration 1F: 3 clusters Score -7394316 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -7395204.500000 Penalty: 5255.558594
	Iteration 2Q: 3 clusters Score -7395204 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -7396421.000000 Penalty: 5255.558594
	Iteration 3Q: 3 clusters Score -7396421 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -7397946.000000 Penalty: 5255.558594
	Iteration 4F: 3 clusters Score -7397946 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -7399515.500000 Penalty: 5255.558594
	Iteration 5F: 3 clusters Score -7399516 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -7400996.500000 Penalty: 5255.558594
	Iteration 6F: 3 clusters Score -7400996 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -7402185.000000 Penalty: 5255.558594
	Iteration 7Q: 3 clusters Score -7402185 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -7403222.000000 Penalty: 5255.558594
	Iteration 8Q: 3 clusters Score -7403222 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -7404094.000000 Penalty: 5255.558594
	Iteration 9Q: 3 clusters Score -7404094 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -7404867.000000 Penalty: 5255.558594
	Iteration 10Q: 3 clusters Score -7404867 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -7405547.000000 Penalty: 5255.558594
	Iteration 11Q: 3 clusters Score -7405547 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7406073.500000 Penalty: 5255.558594
	Iteration 12Q: 3 clusters Score -7406074 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -7406586.500000 Penalty: 5255.558594
	Iteration 13Q: 3 clusters Score -7406586 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7407015.000000 Penalty: 5255.558594
	Iteration 14Q: 3 clusters Score -7407015 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7407383.500000 Penalty: 5255.558594
	Iteration 15Q: 3 clusters Score -7407384 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7407646.500000 Penalty: 5255.558594
	Iteration 16Q: 3 clusters Score -7407646 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7407833.000000 Penalty: 5255.558594
	Iteration 17Q: 3 clusters Score -7407833 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -7408009.500000 Penalty: 5255.558594
	Iteration 18Q: 3 clusters Score -7408010 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7408125.000000 Penalty: 5255.558594
	Iteration 19Q: 3 clusters Score -7408125 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -7408217.000000 Penalty: 5255.558594
	Iteration 20F: 3 clusters Score -7408217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7408288.000000 Penalty: 5255.558594
	Iteration 21Q: 3 clusters Score -7408288 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -7408348.000000 Penalty: 5255.558594
	Iteration 22Q: 3 clusters Score -7408348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7408383.000000 Penalty: 5255.558594
	Iteration 23Q: 3 clusters Score -7408383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7408410.000000 Penalty: 5255.558594
	Iteration 24Q: 3 clusters Score -7408410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7408430.000000 Penalty: 5255.558594
	Iteration 25Q: 3 clusters Score -7408430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -7408435.500000 Penalty: 5255.558594
	Iteration 26Q: 3 clusters Score -7408436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7408451.000000 Penalty: 5255.558594
	Iteration 27Q: 3 clusters Score -7408451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7408451.500000 Penalty: 5255.558594
	Iteration 28Q: 3 clusters Score -7408452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7408451.500000 Penalty: 5255.558594
	Iteration 29Q: 3 clusters Score -7408452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7408450.500000 Penalty: 5255.558594
	Iteration 30Q: 3 clusters Score -7408450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7408454.500000 Penalty: 5255.558594
	Iteration 31Q: 3 clusters Score -7408454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7408458.000000 Penalty: 5255.558594
	Iteration 32Q: 3 clusters Score -7408458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7408464.000000 Penalty: 5255.558594
	Iteration 33Q: 3 clusters Score -7408464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -7408478.000000 Penalty: 5255.558594
	Iteration 34Q: 3 clusters Score -7408478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7408487.000000 Penalty: 5255.558594
	Iteration 35Q: 3 clusters Score -7408487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7408486.500000 Penalty: 5255.558594
	Iteration 36Q: 3 clusters Score -7408486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7408486.000000 Penalty: 5255.558594
	Iteration 37Q: 3 clusters Score -7408486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7408490.000000 Penalty: 5255.558594
	Iteration 38Q: 3 clusters Score -7408490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7408486.000000 Penalty: 5255.558594
	Iteration 39Q: 3 clusters Score -7408486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7408485.500000 Penalty: 5255.558594
	Iteration 40F: 3 clusters Score -7408486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7408489.500000 Penalty: 5255.558594
	Iteration 41Q: 3 clusters Score -7408490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7408491.500000 Penalty: 5255.558594
	Iteration 42Q: 3 clusters Score -7408492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7408496.500000 Penalty: 5255.558594
	Iteration 43Q: 3 clusters Score -7408496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7408499.500000 Penalty: 5255.558594
	Iteration 44Q: 3 clusters Score -7408500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7408494.500000 Penalty: 5255.558594
	Iteration 45Q: 3 clusters Score -7408494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7408494.500000 Penalty: 5255.558594
	Iteration 46F: 3 clusters Score -7408494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Entering Unmasked Estep 
Score: -8815938.000000 Penalty: 2668.571289
	Iteration 0F: 2 clusters Score -8815938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8786437.000000 Penalty: 5337.142578
	Iteration 0F: 3 clusters Score -8786437 nChanged 21801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8798369.000000 Penalty: 5337.142578
	Iteration 1F: 3 clusters Score -8798369 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -8799038.000000 Penalty: 5337.142578
	Iteration 2Q: 3 clusters Score -8799038 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -8799904.000000 Penalty: 5337.142578
	Iteration 3Q: 3 clusters Score -8799904 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -8801187.000000 Penalty: 5337.142578
	Iteration 4Q: 3 clusters Score -8801187 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8802706.000000 Penalty: 5337.142578
	Iteration 5Q: 3 clusters Score -8802706 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8804444.000000 Penalty: 5337.142578
	Iteration 6F: 3 clusters Score -8804444 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -8806199.000000 Penalty: 5337.142578
	Iteration 7F: 3 clusters Score -8806199 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -8808104.000000 Penalty: 5337.142578
	Iteration 8F: 3 clusters Score -8808104 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -8809925.000000 Penalty: 5337.142578
	Iteration 9F: 3 clusters Score -8809925 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8811477.000000 Penalty: 5337.142578
	Iteration 10F: 3 clusters Score -8811477 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -8812688.000000 Penalty: 5337.142578
	Iteration 11Q: 3 clusters Score -8812688 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -8813432.000000 Penalty: 5337.142578
	Iteration 12Q: 3 clusters Score -8813432 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8813942.000000 Penalty: 5337.142578
	Iteration 13Q: 3 clusters Score -8813942 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -8814170.000000 Penalty: 5337.142578
	Iteration 14Q: 3 clusters Score -8814170 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -8814482.000000 Penalty: 5337.142578
	Iteration 15Q: 3 clusters Score -8814482 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -8814743.000000 Penalty: 5337.142578
	Iteration 16Q: 3 clusters Score -8814743 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -8814996.000000 Penalty: 5337.142578
	Iteration 17Q: 3 clusters Score -8814996 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -8815285.000000 Penalty: 5337.142578
	Iteration 18Q: 3 clusters Score -8815285 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8815421.000000 Penalty: 5337.142578
	Iteration 19Q: 3 clusters Score -8815421 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8815548.000000 Penalty: 5337.142578
	Iteration 20F: 3 clusters Score -8815548 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8815633.000000 Penalty: 5337.142578
	Iteration 21Q: 3 clusters Score -8815633 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8815726.000000 Penalty: 5337.142578
	Iteration 22Q: 3 clusters Score -8815726 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8815811.000000 Penalty: 5337.142578
	Iteration 23Q: 3 clusters Score -8815811 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8815835.000000 Penalty: 5337.142578
	Iteration 24Q: 3 clusters Score -8815835 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -8815876.000000 Penalty: 5337.142578
	Iteration 25Q: 3 clusters Score -8815876 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -8815911.000000 Penalty: 5337.142578
	Iteration 26Q: 3 clusters Score -8815911 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -8815987.000000 Penalty: 5337.142578
	Iteration 27Q: 3 clusters Score -8815987 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -8816032.000000 Penalty: 5337.142578
	Iteration 28Q: 3 clusters Score -8816032 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -8816103.000000 Penalty: 5337.142578
	Iteration 29Q: 3 clusters Score -8816103 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -8816158.000000 Penalty: 5337.142578
	Iteration 30Q: 3 clusters Score -8816158 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -8816204.000000 Penalty: 5337.142578
	Iteration 31Q: 3 clusters Score -8816204 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -8816268.000000 Penalty: 5337.142578
	Iteration 32Q: 3 clusters Score -8816268 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8816311.000000 Penalty: 5337.142578
	Iteration 33Q: 3 clusters Score -8816311 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -8816340.000000 Penalty: 5337.142578
	Iteration 34Q: 3 clusters Score -8816340 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -8816399.000000 Penalty: 5337.142578
	Iteration 35Q: 3 clusters Score -8816399 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -8816420.000000 Penalty: 5337.142578
	Iteration 36Q: 3 clusters Score -8816420 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -8816474.000000 Penalty: 5337.142578
	Iteration 37Q: 3 clusters Score -8816474 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8816440.000000 Penalty: 5337.142578
	Iteration 38Q: 3 clusters Score -8816440 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -8816386.000000 Penalty: 5337.142578
	Iteration 39Q: 3 clusters Score -8816386 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -8816498.000000 Penalty: 5337.142578
	Iteration 40F: 3 clusters Score -8816498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -8816557.000000 Penalty: 5337.142578
	Iteration 41Q: 3 clusters Score -8816557 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -8816575.000000 Penalty: 5337.142578
	Iteration 42Q: 3 clusters Score -8816575 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -8816569.000000 Penalty: 5337.142578
	Iteration 43Q: 3 clusters Score -8816569 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8816608.000000 Penalty: 5337.142578
	Iteration 44Q: 3 clusters Score -8816608 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -8816617.000000 Penalty: 5337.142578
	Iteration 45Q: 3 clusters Score -8816617 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -8816608.000000 Penalty: 5337.142578
	Iteration 46Q: 3 clusters Score -8816608 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -8816646.000000 Penalty: 5337.142578
	Iteration 47Q: 3 clusters Score -8816646 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -8816638.000000 Penalty: 5337.142578
	Iteration 48Q: 3 clusters Score -8816638 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -8816677.000000 Penalty: 5337.142578
	Iteration 49Q: 3 clusters Score -8816677 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -8816654.000000 Penalty: 5337.142578
	Iteration 50Q: 3 clusters Score -8816654 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -8816704.000000 Penalty: 5337.142578
	Iteration 51Q: 3 clusters Score -8816704 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -8816705.000000 Penalty: 5337.142578
	Iteration 52Q: 3 clusters Score -8816705 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8816723.000000 Penalty: 5337.142578
	Iteration 53Q: 3 clusters Score -8816723 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -8816655.000000 Penalty: 5337.142578
	Iteration 54Q: 3 clusters Score -8816655 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -8816654.000000 Penalty: 5337.142578
	Iteration 55Q: 3 clusters Score -8816654 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8816632.000000 Penalty: 5337.142578
	Iteration 56Q: 3 clusters Score -8816632 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8816634.000000 Penalty: 5337.142578
	Iteration 57Q: 3 clusters Score -8816634 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -8816573.000000 Penalty: 5337.142578
	Iteration 58Q: 3 clusters Score -8816573 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -8816541.000000 Penalty: 5337.142578
	Iteration 59Q: 3 clusters Score -8816541 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 42253 members 
Entering Unmasked Estep 
Score: -8816498.000000 Penalty: 5337.142578
	Iteration 60F: 3 clusters Score -8816498 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -8816438.000000 Penalty: 5337.142578
	Iteration 61Q: 3 clusters Score -8816438 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8816408.000000 Penalty: 5337.142578
	Iteration 62Q: 3 clusters Score -8816408 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8816331.000000 Penalty: 5337.142578
	Iteration 63Q: 3 clusters Score -8816331 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8816305.000000 Penalty: 5337.142578
	Iteration 64Q: 3 clusters Score -8816305 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8816237.000000 Penalty: 5337.142578
	Iteration 65Q: 3 clusters Score -8816237 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8816181.000000 Penalty: 5337.142578
	Iteration 66Q: 3 clusters Score -8816181 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8816105.000000 Penalty: 5337.142578
	Iteration 67Q: 3 clusters Score -8816105 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8816077.000000 Penalty: 5337.142578
	Iteration 68Q: 3 clusters Score -8816077 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8816014.000000 Penalty: 5337.142578
	Iteration 69Q: 3 clusters Score -8816014 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8815951.000000 Penalty: 5337.142578
	Iteration 70Q: 3 clusters Score -8815951 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8815876.000000 Penalty: 5337.142578
	Iteration 71Q: 3 clusters Score -8815876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8815848.000000 Penalty: 5337.142578
	Iteration 72Q: 3 clusters Score -8815848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -8815797.000000 Penalty: 5337.142578
	Iteration 73Q: 3 clusters Score -8815797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -8815735.000000 Penalty: 5337.142578
	Iteration 74Q: 3 clusters Score -8815735 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8815679.000000 Penalty: 5337.142578
	Iteration 75Q: 3 clusters Score -8815679 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8815602.000000 Penalty: 5337.142578
	Iteration 76Q: 3 clusters Score -8815602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -8815546.000000 Penalty: 5337.142578
	Iteration 77Q: 3 clusters Score -8815546 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8815502.000000 Penalty: 5337.142578
	Iteration 78Q: 3 clusters Score -8815502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8815479.000000 Penalty: 5337.142578
	Iteration 79Q: 3 clusters Score -8815479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8815436.000000 Penalty: 5337.142578
	Iteration 80F: 3 clusters Score -8815436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8815369.000000 Penalty: 5337.142578
	Iteration 81Q: 3 clusters Score -8815369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8815346.000000 Penalty: 5337.142578
	Iteration 82Q: 3 clusters Score -8815346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8815333.000000 Penalty: 5337.142578
	Iteration 83Q: 3 clusters Score -8815333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8815306.000000 Penalty: 5337.142578
	Iteration 84Q: 3 clusters Score -8815306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8815252.000000 Penalty: 5337.142578
	Iteration 85Q: 3 clusters Score -8815252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -8815218.000000 Penalty: 5337.142578
	Iteration 86Q: 3 clusters Score -8815218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -8815198.000000 Penalty: 5337.142578
	Iteration 87Q: 3 clusters Score -8815198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8815174.000000 Penalty: 5337.142578
	Iteration 88Q: 3 clusters Score -8815174 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -8815148.000000 Penalty: 5337.142578
	Iteration 89Q: 3 clusters Score -8815148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8815100.000000 Penalty: 5337.142578
	Iteration 90Q: 3 clusters Score -8815100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8815086.000000 Penalty: 5337.142578
	Iteration 91Q: 3 clusters Score -8815086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -8815059.000000 Penalty: 5337.142578
	Iteration 92Q: 3 clusters Score -8815059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8815044.000000 Penalty: 5337.142578
	Iteration 93Q: 3 clusters Score -8815044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8815009.000000 Penalty: 5337.142578
	Iteration 94Q: 3 clusters Score -8815009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -8814991.000000 Penalty: 5337.142578
	Iteration 95Q: 3 clusters Score -8814991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8814962.000000 Penalty: 5337.142578
	Iteration 96Q: 3 clusters Score -8814962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -8814953.000000 Penalty: 5337.142578
	Iteration 97Q: 3 clusters Score -8814953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8814934.000000 Penalty: 5337.142578
	Iteration 98Q: 3 clusters Score -8814934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -8814925.000000 Penalty: 5337.142578
	Iteration 99Q: 3 clusters Score -8814925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -8814928.000000 Penalty: 5337.142578
	Iteration 100F: 3 clusters Score -8814928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8814921.000000 Penalty: 5337.142578
	Iteration 101Q: 3 clusters Score -8814921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8814925.000000 Penalty: 5337.142578
	Iteration 102Q: 3 clusters Score -8814925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8814933.000000 Penalty: 5337.142578
	Iteration 103Q: 3 clusters Score -8814933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8814926.000000 Penalty: 5337.142578
	Iteration 104Q: 3 clusters Score -8814926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8814922.000000 Penalty: 5337.142578
	Iteration 105Q: 3 clusters Score -8814922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8814919.000000 Penalty: 5337.142578
	Iteration 106Q: 3 clusters Score -8814919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -8814908.000000 Penalty: 5337.142578
	Iteration 107Q: 3 clusters Score -8814908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -8814916.000000 Penalty: 5337.142578
	Iteration 108Q: 3 clusters Score -8814916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8814909.000000 Penalty: 5337.142578
	Iteration 109Q: 3 clusters Score -8814909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8814924.000000 Penalty: 5337.142578
	Iteration 110Q: 3 clusters Score -8814924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8814914.000000 Penalty: 5337.142578
	Iteration 111Q: 3 clusters Score -8814914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -8814904.000000 Penalty: 5337.142578
	Iteration 112Q: 3 clusters Score -8814904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8814900.000000 Penalty: 5337.142578
	Iteration 113Q: 3 clusters Score -8814900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8814900.000000 Penalty: 5337.142578
	Iteration 114Q: 3 clusters Score -8814900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8814899.000000 Penalty: 5337.142578
	Iteration 115Q: 3 clusters Score -8814899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8814899.000000 Penalty: 5337.142578
	Iteration 116F: 3 clusters Score -8814899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106589.140625 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106589.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106941.562500 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -106941.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -107060.484375 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107060.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107161.742188 Penalty: 3269.470215
	Iteration 3Q: 3 clusters Score -107161.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107249.734375 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107249.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107319.710938 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107319.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -107373.960938 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107410.789062 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107410.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107435.070312 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -107472.125000 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107472.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -107510.218750 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107510.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -107549.187500 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -107549.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107579.468750 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -107579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -107615.867188 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -107615.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107665.320312 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -107665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -107709.531250 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -107709.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107742.554688 Penalty: 3269.470215
	Iteration 16Q: 3 clusters Score -107742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107785.421875 Penalty: 3269.470215
	Iteration 17Q: 3 clusters Score -107785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107818.453125 Penalty: 3269.470215
	Iteration 18Q: 3 clusters Score -107818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107860.781250 Penalty: 3269.470215
	Iteration 19Q: 3 clusters Score -107860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107900.023438 Penalty: 3269.470215
	Iteration 20F: 3 clusters Score -107900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107923.742188 Penalty: 3269.470215
	Iteration 21Q: 3 clusters Score -107923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107939.984375 Penalty: 3269.470215
	Iteration 22Q: 3 clusters Score -107940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107946.351562 Penalty: 3269.470215
	Iteration 23Q: 3 clusters Score -107946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107949.664062 Penalty: 3269.470215
	Iteration 24Q: 3 clusters Score -107949.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107953.812500 Penalty: 3269.470215
	Iteration 25Q: 3 clusters Score -107953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -107961.531250 Penalty: 3269.470215
	Iteration 26Q: 3 clusters Score -107961.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107963.710938 Penalty: 3269.470215
	Iteration 27Q: 3 clusters Score -107963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107965.718750 Penalty: 3269.470215
	Iteration 28Q: 3 clusters Score -107965.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107966.492188 Penalty: 3269.470215
	Iteration 29Q: 3 clusters Score -107966.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107966.492188 Penalty: 3269.470215
	Iteration 30F: 3 clusters Score -107966.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Entering Unmasked Estep 
Score: -10329622.000000 Penalty: 2706.607910
	Iteration 0F: 2 clusters Score -1.032962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -10298672.000000 Penalty: 5413.215820
	Iteration 0F: 3 clusters Score -1.029867e+07 nChanged 25519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -10312772.000000 Penalty: 5413.215820
	Iteration 1F: 3 clusters Score -1.031277e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -10313395.000000 Penalty: 5413.215820
	Iteration 2Q: 3 clusters Score -1.03134e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -10314106.000000 Penalty: 5413.215820
	Iteration 3Q: 3 clusters Score -1.031411e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 26982 members 
Entering Unmasked Estep 
Score: -10314860.000000 Penalty: 5413.215820
	Iteration 4Q: 3 clusters Score -1.031486e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -10315741.000000 Penalty: 5413.215820
	Iteration 5Q: 3 clusters Score -1.031574e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -10316823.000000 Penalty: 5413.215820
	Iteration 6Q: 3 clusters Score -1.031682e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -10318326.000000 Penalty: 5413.215820
	Iteration 7Q: 3 clusters Score -1.031833e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -10320395.000000 Penalty: 5413.215820
	Iteration 8F: 3 clusters Score -1.03204e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -10322537.000000 Penalty: 5413.215820
	Iteration 9F: 3 clusters Score -1.032254e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -10324343.000000 Penalty: 5413.215820
	Iteration 10F: 3 clusters Score -1.032434e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -10325333.000000 Penalty: 5413.215820
	Iteration 11Q: 3 clusters Score -1.032533e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -10325891.000000 Penalty: 5413.215820
	Iteration 12Q: 3 clusters Score -1.032589e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -10326422.000000 Penalty: 5413.215820
	Iteration 13Q: 3 clusters Score -1.032642e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -10326869.000000 Penalty: 5413.215820
	Iteration 14Q: 3 clusters Score -1.032687e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -10327524.000000 Penalty: 5413.215820
	Iteration 15Q: 3 clusters Score -1.032752e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -10328165.000000 Penalty: 5413.215820
	Iteration 16Q: 3 clusters Score -1.032816e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -10328989.000000 Penalty: 5413.215820
	Iteration 17Q: 3 clusters Score -1.032899e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -10329623.000000 Penalty: 5413.215820
	Iteration 18Q: 3 clusters Score -1.032962e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -10330119.000000 Penalty: 5413.215820
	Iteration 19Q: 3 clusters Score -1.033012e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -10330506.000000 Penalty: 5413.215820
	Iteration 20F: 3 clusters Score -1.033051e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -10330738.000000 Penalty: 5413.215820
	Iteration 21Q: 3 clusters Score -1.033074e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -10330875.000000 Penalty: 5413.215820
	Iteration 22Q: 3 clusters Score -1.033088e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -10330985.000000 Penalty: 5413.215820
	Iteration 23Q: 3 clusters Score -1.033098e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -10331032.000000 Penalty: 5413.215820
	Iteration 24Q: 3 clusters Score -1.033103e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -10331123.000000 Penalty: 5413.215820
	Iteration 25Q: 3 clusters Score -1.033112e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -10331167.000000 Penalty: 5413.215820
	Iteration 26Q: 3 clusters Score -1.033117e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -10331172.000000 Penalty: 5413.215820
	Iteration 27Q: 3 clusters Score -1.033117e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -10331206.000000 Penalty: 5413.215820
	Iteration 28Q: 3 clusters Score -1.033121e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -10331236.000000 Penalty: 5413.215820
	Iteration 29Q: 3 clusters Score -1.033124e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -10331282.000000 Penalty: 5413.215820
	Iteration 30Q: 3 clusters Score -1.033128e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -10331290.000000 Penalty: 5413.215820
	Iteration 31Q: 3 clusters Score -1.033129e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -10331299.000000 Penalty: 5413.215820
	Iteration 32Q: 3 clusters Score -1.03313e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -10331311.000000 Penalty: 5413.215820
	Iteration 33Q: 3 clusters Score -1.033131e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -10331327.000000 Penalty: 5413.215820
	Iteration 34Q: 3 clusters Score -1.033133e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -10331330.000000 Penalty: 5413.215820
	Iteration 35Q: 3 clusters Score -1.033133e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -10331326.000000 Penalty: 5413.215820
	Iteration 36Q: 3 clusters Score -1.033133e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -10331308.000000 Penalty: 5413.215820
	Iteration 37Q: 3 clusters Score -1.033131e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -10331311.000000 Penalty: 5413.215820
	Iteration 38Q: 3 clusters Score -1.033131e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -10331326.000000 Penalty: 5413.215820
	Iteration 39Q: 3 clusters Score -1.033133e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 36416 members 
Entering Unmasked Estep 
Score: -10331355.000000 Penalty: 5413.215820
	Iteration 40F: 3 clusters Score -1.033136e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -10331374.000000 Penalty: 5413.215820
	Iteration 41Q: 3 clusters Score -1.033137e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -10331389.000000 Penalty: 5413.215820
	Iteration 42Q: 3 clusters Score -1.033139e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -10331402.000000 Penalty: 5413.215820
	Iteration 43Q: 3 clusters Score -1.03314e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -10331430.000000 Penalty: 5413.215820
	Iteration 44Q: 3 clusters Score -1.033143e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -10331445.000000 Penalty: 5413.215820
	Iteration 45Q: 3 clusters Score -1.033144e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -10331448.000000 Penalty: 5413.215820
	Iteration 46Q: 3 clusters Score -1.033145e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -10331430.000000 Penalty: 5413.215820
	Iteration 47Q: 3 clusters Score -1.033143e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -10331439.000000 Penalty: 5413.215820
	Iteration 48Q: 3 clusters Score -1.033144e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -10331467.000000 Penalty: 5413.215820
	Iteration 49Q: 3 clusters Score -1.033147e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -10331476.000000 Penalty: 5413.215820
	Iteration 50Q: 3 clusters Score -1.033148e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -10331474.000000 Penalty: 5413.215820
	Iteration 51Q: 3 clusters Score -1.033147e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -10331483.000000 Penalty: 5413.215820
	Iteration 52Q: 3 clusters Score -1.033148e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -10331518.000000 Penalty: 5413.215820
	Iteration 53Q: 3 clusters Score -1.033152e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -10331544.000000 Penalty: 5413.215820
	Iteration 54Q: 3 clusters Score -1.033154e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -10331511.000000 Penalty: 5413.215820
	Iteration 55Q: 3 clusters Score -1.033151e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -10331455.000000 Penalty: 5413.215820
	Iteration 56Q: 3 clusters Score -1.033146e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -10331524.000000 Penalty: 5413.215820
	Iteration 57Q: 3 clusters Score -1.033152e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -10331445.000000 Penalty: 5413.215820
	Iteration 58Q: 3 clusters Score -1.033144e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -10331304.000000 Penalty: 5413.215820
	Iteration 59Q: 3 clusters Score -1.03313e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -10331123.000000 Penalty: 5413.215820
	Iteration 60F: 3 clusters Score -1.033112e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -10331035.000000 Penalty: 5413.215820
	Iteration 61Q: 3 clusters Score -1.033104e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -10330883.000000 Penalty: 5413.215820
	Iteration 62Q: 3 clusters Score -1.033088e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -10330759.000000 Penalty: 5413.215820
	Iteration 63Q: 3 clusters Score -1.033076e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -10330633.000000 Penalty: 5413.215820
	Iteration 64Q: 3 clusters Score -1.033063e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -10330371.000000 Penalty: 5413.215820
	Iteration 65Q: 3 clusters Score -1.033037e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -10330131.000000 Penalty: 5413.215820
	Iteration 66Q: 3 clusters Score -1.033013e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -10329779.000000 Penalty: 5413.215820
	Iteration 67Q: 3 clusters Score -1.032978e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -10329662.000000 Penalty: 5413.215820
	Iteration 68Q: 3 clusters Score -1.032966e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -10329666.000000 Penalty: 5413.215820
	Iteration 69Q: 3 clusters Score -1.032967e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -10329710.000000 Penalty: 5413.215820
	Iteration 70Q: 3 clusters Score -1.032971e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -10329695.000000 Penalty: 5413.215820
	Iteration 71Q: 3 clusters Score -1.03297e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -10329683.000000 Penalty: 5413.215820
	Iteration 72Q: 3 clusters Score -1.032968e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -10329607.000000 Penalty: 5413.215820
	Iteration 73Q: 3 clusters Score -1.032961e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 49044 members 
Entering Unmasked Estep 
Score: -10329528.000000 Penalty: 5413.215820
	Iteration 74Q: 3 clusters Score -1.032953e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -10329488.000000 Penalty: 5413.215820
	Iteration 75Q: 3 clusters Score -1.032949e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -10329406.000000 Penalty: 5413.215820
	Iteration 76Q: 3 clusters Score -1.032941e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -10329346.000000 Penalty: 5413.215820
	Iteration 77Q: 3 clusters Score -1.032935e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -10329321.000000 Penalty: 5413.215820
	Iteration 78Q: 3 clusters Score -1.032932e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -10329277.000000 Penalty: 5413.215820
	Iteration 79Q: 3 clusters Score -1.032928e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 49847 members 
Entering Unmasked Estep 
Score: -10329293.000000 Penalty: 5413.215820
	Iteration 80F: 3 clusters Score -1.032929e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -10329251.000000 Penalty: 5413.215820
	Iteration 81Q: 3 clusters Score -1.032925e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -10329224.000000 Penalty: 5413.215820
	Iteration 82Q: 3 clusters Score -1.032922e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -10329198.000000 Penalty: 5413.215820
	Iteration 83Q: 3 clusters Score -1.03292e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -10329173.000000 Penalty: 5413.215820
	Iteration 84Q: 3 clusters Score -1.032917e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -10329146.000000 Penalty: 5413.215820
	Iteration 85Q: 3 clusters Score -1.032915e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -10329136.000000 Penalty: 5413.215820
	Iteration 86Q: 3 clusters Score -1.032914e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -10329104.000000 Penalty: 5413.215820
	Iteration 87Q: 3 clusters Score -1.03291e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -10329089.000000 Penalty: 5413.215820
	Iteration 88Q: 3 clusters Score -1.032909e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -10329050.000000 Penalty: 5413.215820
	Iteration 89Q: 3 clusters Score -1.032905e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 50430 members 
Entering Unmasked Estep 
Score: -10329032.000000 Penalty: 5413.215820
	Iteration 90Q: 3 clusters Score -1.032903e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -10329023.000000 Penalty: 5413.215820
	Iteration 91Q: 3 clusters Score -1.032902e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -10328991.000000 Penalty: 5413.215820
	Iteration 92Q: 3 clusters Score -1.032899e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -10328991.000000 Penalty: 5413.215820
	Iteration 93Q: 3 clusters Score -1.032899e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -10328967.000000 Penalty: 5413.215820
	Iteration 94Q: 3 clusters Score -1.032897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -10328961.000000 Penalty: 5413.215820
	Iteration 95Q: 3 clusters Score -1.032896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -10328930.000000 Penalty: 5413.215820
	Iteration 96Q: 3 clusters Score -1.032893e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -10328917.000000 Penalty: 5413.215820
	Iteration 97Q: 3 clusters Score -1.032892e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 50798 members 
Entering Unmasked Estep 
Score: -10328907.000000 Penalty: 5413.215820
	Iteration 98Q: 3 clusters Score -1.032891e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -10328906.000000 Penalty: 5413.215820
	Iteration 99Q: 3 clusters Score -1.032891e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -10328883.000000 Penalty: 5413.215820
	Iteration 100F: 3 clusters Score -1.032888e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -10328885.000000 Penalty: 5413.215820
	Iteration 101Q: 3 clusters Score -1.032888e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -10328879.000000 Penalty: 5413.215820
	Iteration 102Q: 3 clusters Score -1.032888e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -10328860.000000 Penalty: 5413.215820
	Iteration 103Q: 3 clusters Score -1.032886e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -10328856.000000 Penalty: 5413.215820
	Iteration 104Q: 3 clusters Score -1.032886e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 51032 members 
Entering Unmasked Estep 
Score: -10328845.000000 Penalty: 5413.215820
	Iteration 105Q: 3 clusters Score -1.032884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -10328844.000000 Penalty: 5413.215820
	Iteration 106Q: 3 clusters Score -1.032884e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 51065 members 
Entering Unmasked Estep 
Score: -10328849.000000 Penalty: 5413.215820
	Iteration 107Q: 3 clusters Score -1.032885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -10328855.000000 Penalty: 5413.215820
	Iteration 108Q: 3 clusters Score -1.032886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -10328844.000000 Penalty: 5413.215820
	Iteration 109Q: 3 clusters Score -1.032884e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -10328820.000000 Penalty: 5413.215820
	Iteration 110Q: 3 clusters Score -1.032882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -10328826.000000 Penalty: 5413.215820
	Iteration 111Q: 3 clusters Score -1.032883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -10328834.000000 Penalty: 5413.215820
	Iteration 112Q: 3 clusters Score -1.032883e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -10328822.000000 Penalty: 5413.215820
	Iteration 113Q: 3 clusters Score -1.032882e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 51198 members 
Entering Unmasked Estep 
Score: -10328803.000000 Penalty: 5413.215820
	Iteration 114Q: 3 clusters Score -1.03288e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -10328783.000000 Penalty: 5413.215820
	Iteration 115Q: 3 clusters Score -1.032878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 51254 members 
Entering Unmasked Estep 
Score: -10328784.000000 Penalty: 5413.215820
	Iteration 116Q: 3 clusters Score -1.032878e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -10328775.000000 Penalty: 5413.215820
	Iteration 117Q: 3 clusters Score -1.032878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -10328751.000000 Penalty: 5413.215820
	Iteration 118Q: 3 clusters Score -1.032875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -10328756.000000 Penalty: 5413.215820
	Iteration 119Q: 3 clusters Score -1.032876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -10328743.000000 Penalty: 5413.215820
	Iteration 120F: 3 clusters Score -1.032874e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -10328738.000000 Penalty: 5413.215820
	Iteration 121Q: 3 clusters Score -1.032874e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 51352 members 
Entering Unmasked Estep 
Score: -10328729.000000 Penalty: 5413.215820
	Iteration 122Q: 3 clusters Score -1.032873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -10328726.000000 Penalty: 5413.215820
	Iteration 123Q: 3 clusters Score -1.032873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -10328729.000000 Penalty: 5413.215820
	Iteration 124Q: 3 clusters Score -1.032873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -10328716.000000 Penalty: 5413.215820
	Iteration 125Q: 3 clusters Score -1.032872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 51389 members 
Entering Unmasked Estep 
Score: -10328698.000000 Penalty: 5413.215820
	Iteration 126Q: 3 clusters Score -1.03287e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -10328688.000000 Penalty: 5413.215820
	Iteration 127Q: 3 clusters Score -1.032869e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -10328678.000000 Penalty: 5413.215820
	Iteration 128Q: 3 clusters Score -1.032868e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -10328682.000000 Penalty: 5413.215820
	Iteration 129Q: 3 clusters Score -1.032868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -10328678.000000 Penalty: 5413.215820
	Iteration 130Q: 3 clusters Score -1.032868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -10328670.000000 Penalty: 5413.215820
	Iteration 131Q: 3 clusters Score -1.032867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -10328660.000000 Penalty: 5413.215820
	Iteration 132Q: 3 clusters Score -1.032866e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -10328662.000000 Penalty: 5413.215820
	Iteration 133Q: 3 clusters Score -1.032866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -10328668.000000 Penalty: 5413.215820
	Iteration 134Q: 3 clusters Score -1.032867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -10328670.000000 Penalty: 5413.215820
	Iteration 135Q: 3 clusters Score -1.032867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -10328668.000000 Penalty: 5413.215820
	Iteration 136Q: 3 clusters Score -1.032867e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -10328674.000000 Penalty: 5413.215820
	Iteration 137Q: 3 clusters Score -1.032867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 51487 members 
Entering Unmasked Estep 
Score: -10328688.000000 Penalty: 5413.215820
	Iteration 138Q: 3 clusters Score -1.032869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -10328674.000000 Penalty: 5413.215820
	Iteration 139Q: 3 clusters Score -1.032867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -10328678.000000 Penalty: 5413.215820
	Iteration 140F: 3 clusters Score -1.032868e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 51506 members 
Entering Unmasked Estep 
Score: -10328682.000000 Penalty: 5413.215820
	Iteration 141Q: 3 clusters Score -1.032868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -10328665.000000 Penalty: 5413.215820
	Iteration 142Q: 3 clusters Score -1.032866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -10328663.000000 Penalty: 5413.215820
	Iteration 143Q: 3 clusters Score -1.032866e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -10328668.000000 Penalty: 5413.215820
	Iteration 144Q: 3 clusters Score -1.032867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -10328656.000000 Penalty: 5413.215820
	Iteration 145Q: 3 clusters Score -1.032866e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -10328661.000000 Penalty: 5413.215820
	Iteration 146Q: 3 clusters Score -1.032866e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -10328652.000000 Penalty: 5413.215820
	Iteration 147Q: 3 clusters Score -1.032865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -10328645.000000 Penalty: 5413.215820
	Iteration 148Q: 3 clusters Score -1.032864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -10328649.000000 Penalty: 5413.215820
	Iteration 149Q: 3 clusters Score -1.032865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -10328634.000000 Penalty: 5413.215820
	Iteration 150Q: 3 clusters Score -1.032863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -10328637.000000 Penalty: 5413.215820
	Iteration 151Q: 3 clusters Score -1.032864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -10328640.000000 Penalty: 5413.215820
	Iteration 152Q: 3 clusters Score -1.032864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -10328644.000000 Penalty: 5413.215820
	Iteration 153Q: 3 clusters Score -1.032864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -10328629.000000 Penalty: 5413.215820
	Iteration 154Q: 3 clusters Score -1.032863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -10328634.000000 Penalty: 5413.215820
	Iteration 155Q: 3 clusters Score -1.032863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -10328634.000000 Penalty: 5413.215820
	Iteration 156F: 3 clusters Score -1.032863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Entering Unmasked Estep 
Score: -1575239.750000 Penalty: 2243.801514
	Iteration 0F: 2 clusters Score -1575240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1568462.875000 Penalty: 4487.603027
	Iteration 0F: 3 clusters Score -1568463 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1570353.375000 Penalty: 4487.603027
	Iteration 1F: 3 clusters Score -1570353 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1570603.375000 Penalty: 4487.603027
	Iteration 2F: 3 clusters Score -1570603 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1570760.500000 Penalty: 4487.603027
	Iteration 3Q: 3 clusters Score -1570760 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1570866.750000 Penalty: 4487.603027
	Iteration 4Q: 3 clusters Score -1570867 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1570952.375000 Penalty: 4487.603027
	Iteration 5Q: 3 clusters Score -1570952 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1571019.500000 Penalty: 4487.603027
	Iteration 6Q: 3 clusters Score -1571020 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1571093.250000 Penalty: 4487.603027
	Iteration 7Q: 3 clusters Score -1571093 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1571156.375000 Penalty: 4487.603027
	Iteration 8Q: 3 clusters Score -1571156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1571205.500000 Penalty: 4487.603027
	Iteration 9Q: 3 clusters Score -1571206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1571263.250000 Penalty: 4487.603027
	Iteration 10Q: 3 clusters Score -1571263 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1571323.500000 Penalty: 4487.603027
	Iteration 11Q: 3 clusters Score -1571324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1571389.750000 Penalty: 4487.603027
	Iteration 12Q: 3 clusters Score -1571390 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1571468.500000 Penalty: 4487.603027
	Iteration 13Q: 3 clusters Score -1571468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1571561.875000 Penalty: 4487.603027
	Iteration 14Q: 3 clusters Score -1571562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1571687.125000 Penalty: 4487.603027
	Iteration 15Q: 3 clusters Score -1571687 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1571833.250000 Penalty: 4487.603027
	Iteration 16Q: 3 clusters Score -1571833 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1571962.250000 Penalty: 4487.603027
	Iteration 17Q: 3 clusters Score -1571962 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1572106.500000 Penalty: 4487.603027
	Iteration 18Q: 3 clusters Score -1572106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1572228.250000 Penalty: 4487.603027
	Iteration 19Q: 3 clusters Score -1572228 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1572385.000000 Penalty: 4487.603027
	Iteration 20F: 3 clusters Score -1572385 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1572520.500000 Penalty: 4487.603027
	Iteration 21Q: 3 clusters Score -1572520 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1572668.875000 Penalty: 4487.603027
	Iteration 22Q: 3 clusters Score -1572669 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1572791.875000 Penalty: 4487.603027
	Iteration 23Q: 3 clusters Score -1572792 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1572888.250000 Penalty: 4487.603027
	Iteration 24Q: 3 clusters Score -1572888 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1572967.500000 Penalty: 4487.603027
	Iteration 25Q: 3 clusters Score -1572968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1573022.500000 Penalty: 4487.603027
	Iteration 26Q: 3 clusters Score -1573022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1573064.625000 Penalty: 4487.603027
	Iteration 27Q: 3 clusters Score -1573065 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1573100.500000 Penalty: 4487.603027
	Iteration 28Q: 3 clusters Score -1573100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1573132.375000 Penalty: 4487.603027
	Iteration 29Q: 3 clusters Score -1573132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1573161.625000 Penalty: 4487.603027
	Iteration 30Q: 3 clusters Score -1573162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1573181.500000 Penalty: 4487.603027
	Iteration 31Q: 3 clusters Score -1573182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1573199.125000 Penalty: 4487.603027
	Iteration 32Q: 3 clusters Score -1573199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1573224.000000 Penalty: 4487.603027
	Iteration 33Q: 3 clusters Score -1573224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1573234.625000 Penalty: 4487.603027
	Iteration 34Q: 3 clusters Score -1573235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1573251.125000 Penalty: 4487.603027
	Iteration 35Q: 3 clusters Score -1573251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1573267.500000 Penalty: 4487.603027
	Iteration 36Q: 3 clusters Score -1573268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1573275.250000 Penalty: 4487.603027
	Iteration 37Q: 3 clusters Score -1573275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1573283.625000 Penalty: 4487.603027
	Iteration 38Q: 3 clusters Score -1573284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1573287.000000 Penalty: 4487.603027
	Iteration 39Q: 3 clusters Score -1573287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1573289.625000 Penalty: 4487.603027
	Iteration 40F: 3 clusters Score -1573290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1573293.125000 Penalty: 4487.603027
	Iteration 41Q: 3 clusters Score -1573293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1573301.875000 Penalty: 4487.603027
	Iteration 42Q: 3 clusters Score -1573302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1573308.250000 Penalty: 4487.603027
	Iteration 43Q: 3 clusters Score -1573308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1573319.375000 Penalty: 4487.603027
	Iteration 44Q: 3 clusters Score -1573319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1573322.625000 Penalty: 4487.603027
	Iteration 45Q: 3 clusters Score -1573323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1573323.500000 Penalty: 4487.603027
	Iteration 46Q: 3 clusters Score -1573324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1573323.500000 Penalty: 4487.603027
	Iteration 47F: 3 clusters Score -1573324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104331.617188 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104331.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -104901.250000 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104901.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105117.914062 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105117.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -105238.000000 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -105238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105376.906250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105376.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105489.843750 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105489.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105546.742188 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105546.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105601.578125 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105601.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105628.898438 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105666.945312 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105693.140625 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105693.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105701.015625 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105707.468750 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105707.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105711.359375 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105716.117188 Penalty: 3336.211914
	Iteration 14Q: 3 clusters Score -105716.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105722.601562 Penalty: 3336.211914
	Iteration 15Q: 3 clusters Score -105722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105722.789062 Penalty: 3336.211914
	Iteration 16Q: 3 clusters Score -105722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105722.828125 Penalty: 3336.211914
	Iteration 17F: 3 clusters Score -105722.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105730.593750 Penalty: 3336.211914
	Iteration 18Q: 3 clusters Score -105730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105730.593750 Penalty: 3336.211914
	Iteration 19F: 3 clusters Score -105730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Entering Unmasked Estep 
Score: -4655134.000000 Penalty: 2509.832031
	Iteration 0F: 2 clusters Score -4655134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4637801.000000 Penalty: 5019.664062
	Iteration 0F: 3 clusters Score -4637801 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -4643974.000000 Penalty: 5019.664062
	Iteration 1F: 3 clusters Score -4643974 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -4644403.500000 Penalty: 5019.664062
	Iteration 2Q: 3 clusters Score -4644404 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -4644816.500000 Penalty: 5019.664062
	Iteration 3Q: 3 clusters Score -4644816 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -4645252.500000 Penalty: 5019.664062
	Iteration 4Q: 3 clusters Score -4645252 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -4645718.000000 Penalty: 5019.664062
	Iteration 5Q: 3 clusters Score -4645718 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4646269.500000 Penalty: 5019.664062
	Iteration 6Q: 3 clusters Score -4646270 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4646966.500000 Penalty: 5019.664062
	Iteration 7Q: 3 clusters Score -4646966 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4647775.000000 Penalty: 5019.664062
	Iteration 8Q: 3 clusters Score -4647775 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -4648626.500000 Penalty: 5019.664062
	Iteration 9Q: 3 clusters Score -4648626 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4649451.500000 Penalty: 5019.664062
	Iteration 10Q: 3 clusters Score -4649452 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4650148.500000 Penalty: 5019.664062
	Iteration 11Q: 3 clusters Score -4650148 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4650700.500000 Penalty: 5019.664062
	Iteration 12Q: 3 clusters Score -4650700 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4651123.000000 Penalty: 5019.664062
	Iteration 13Q: 3 clusters Score -4651123 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -4651484.000000 Penalty: 5019.664062
	Iteration 14Q: 3 clusters Score -4651484 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4651790.000000 Penalty: 5019.664062
	Iteration 15Q: 3 clusters Score -4651790 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -4652063.000000 Penalty: 5019.664062
	Iteration 16Q: 3 clusters Score -4652063 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4652291.500000 Penalty: 5019.664062
	Iteration 17Q: 3 clusters Score -4652292 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -4652437.500000 Penalty: 5019.664062
	Iteration 18Q: 3 clusters Score -4652438 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4652541.000000 Penalty: 5019.664062
	Iteration 19Q: 3 clusters Score -4652541 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4652617.500000 Penalty: 5019.664062
	Iteration 20F: 3 clusters Score -4652618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -4652690.500000 Penalty: 5019.664062
	Iteration 21Q: 3 clusters Score -4652690 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -4652735.000000 Penalty: 5019.664062
	Iteration 22Q: 3 clusters Score -4652735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -4652781.500000 Penalty: 5019.664062
	Iteration 23Q: 3 clusters Score -4652782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -4652805.500000 Penalty: 5019.664062
	Iteration 24Q: 3 clusters Score -4652806 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4652833.000000 Penalty: 5019.664062
	Iteration 25Q: 3 clusters Score -4652833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4652852.000000 Penalty: 5019.664062
	Iteration 26Q: 3 clusters Score -4652852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -4652874.000000 Penalty: 5019.664062
	Iteration 27Q: 3 clusters Score -4652874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -4652892.000000 Penalty: 5019.664062
	Iteration 28Q: 3 clusters Score -4652892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -4652902.500000 Penalty: 5019.664062
	Iteration 29Q: 3 clusters Score -4652902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -4652904.000000 Penalty: 5019.664062
	Iteration 30Q: 3 clusters Score -4652904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -4652924.000000 Penalty: 5019.664062
	Iteration 31Q: 3 clusters Score -4652924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -4652932.500000 Penalty: 5019.664062
	Iteration 32Q: 3 clusters Score -4652932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -4652936.500000 Penalty: 5019.664062
	Iteration 33Q: 3 clusters Score -4652936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -4652942.000000 Penalty: 5019.664062
	Iteration 34Q: 3 clusters Score -4652942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4652945.000000 Penalty: 5019.664062
	Iteration 35Q: 3 clusters Score -4652945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -4652949.500000 Penalty: 5019.664062
	Iteration 36Q: 3 clusters Score -4652950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4652953.500000 Penalty: 5019.664062
	Iteration 37Q: 3 clusters Score -4652954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -4652960.500000 Penalty: 5019.664062
	Iteration 38Q: 3 clusters Score -4652960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -4652959.500000 Penalty: 5019.664062
	Iteration 39Q: 3 clusters Score -4652960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4652966.000000 Penalty: 5019.664062
	Iteration 40F: 3 clusters Score -4652966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4652966.000000 Penalty: 5019.664062
	Iteration 41Q: 3 clusters Score -4652966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4652972.000000 Penalty: 5019.664062
	Iteration 42Q: 3 clusters Score -4652972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -4652971.500000 Penalty: 5019.664062
	Iteration 43Q: 3 clusters Score -4652972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4652967.500000 Penalty: 5019.664062
	Iteration 44Q: 3 clusters Score -4652968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4652972.500000 Penalty: 5019.664062
	Iteration 45Q: 3 clusters Score -4652972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -4652972.500000 Penalty: 5019.664062
	Iteration 46F: 3 clusters Score -4652972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Entering Unmasked Estep 
Score: -4724830.500000 Penalty: 2521.083740
	Iteration 0F: 2 clusters Score -4724830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -4706884.000000 Penalty: 5042.167480
	Iteration 0F: 3 clusters Score -4706884 nChanged 11622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4713089.000000 Penalty: 5042.167480
	Iteration 1F: 3 clusters Score -4713089 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -4713483.500000 Penalty: 5042.167480
	Iteration 2Q: 3 clusters Score -4713484 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4713784.500000 Penalty: 5042.167480
	Iteration 3Q: 3 clusters Score -4713784 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -4714025.000000 Penalty: 5042.167480
	Iteration 4Q: 3 clusters Score -4714025 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -4714290.000000 Penalty: 5042.167480
	Iteration 5Q: 3 clusters Score -4714290 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4714569.000000 Penalty: 5042.167480
	Iteration 6Q: 3 clusters Score -4714569 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4714970.500000 Penalty: 5042.167480
	Iteration 7Q: 3 clusters Score -4714970 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -4715570.000000 Penalty: 5042.167480
	Iteration 8Q: 3 clusters Score -4715570 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -4716463.000000 Penalty: 5042.167480
	Iteration 9F: 3 clusters Score -4716463 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -4717756.500000 Penalty: 5042.167480
	Iteration 10F: 3 clusters Score -4717756 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -4719382.000000 Penalty: 5042.167480
	Iteration 11F: 3 clusters Score -4719382 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4720856.500000 Penalty: 5042.167480
	Iteration 12F: 3 clusters Score -4720856 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4721771.000000 Penalty: 5042.167480
	Iteration 13Q: 3 clusters Score -4721771 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4722207.000000 Penalty: 5042.167480
	Iteration 14Q: 3 clusters Score -4722207 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4722417.500000 Penalty: 5042.167480
	Iteration 15Q: 3 clusters Score -4722418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4722526.500000 Penalty: 5042.167480
	Iteration 16Q: 3 clusters Score -4722526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4722587.500000 Penalty: 5042.167480
	Iteration 17Q: 3 clusters Score -4722588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4722629.000000 Penalty: 5042.167480
	Iteration 18Q: 3 clusters Score -4722629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4722635.500000 Penalty: 5042.167480
	Iteration 19Q: 3 clusters Score -4722636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4722645.500000 Penalty: 5042.167480
	Iteration 20F: 3 clusters Score -4722646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4722652.500000 Penalty: 5042.167480
	Iteration 21Q: 3 clusters Score -4722652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4722661.500000 Penalty: 5042.167480
	Iteration 22Q: 3 clusters Score -4722662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4722665.500000 Penalty: 5042.167480
	Iteration 23Q: 3 clusters Score -4722666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4722671.500000 Penalty: 5042.167480
	Iteration 24Q: 3 clusters Score -4722672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4722671.500000 Penalty: 5042.167480
	Iteration 25F: 3 clusters Score -4722672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Entering Unmasked Estep 
Score: -8154446.500000 Penalty: 2648.665283
	Iteration 0F: 2 clusters Score -8154446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8125779.500000 Penalty: 5297.330566
	Iteration 0F: 3 clusters Score -8125780 nChanged 19973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8136725.500000 Penalty: 5297.330566
	Iteration 1F: 3 clusters Score -8136726 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8137179.000000 Penalty: 5297.330566
	Iteration 2Q: 3 clusters Score -8137179 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8137633.500000 Penalty: 5297.330566
	Iteration 3Q: 3 clusters Score -8137634 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -8138123.000000 Penalty: 5297.330566
	Iteration 4Q: 3 clusters Score -8138123 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8138703.500000 Penalty: 5297.330566
	Iteration 5Q: 3 clusters Score -8138704 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -8139453.000000 Penalty: 5297.330566
	Iteration 6Q: 3 clusters Score -8139453 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8140408.000000 Penalty: 5297.330566
	Iteration 7Q: 3 clusters Score -8140408 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -8141612.000000 Penalty: 5297.330566
	Iteration 8Q: 3 clusters Score -8141612 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -8143082.000000 Penalty: 5297.330566
	Iteration 9Q: 3 clusters Score -8143082 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -8144695.500000 Penalty: 5297.330566
	Iteration 10Q: 3 clusters Score -8144696 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -8146230.500000 Penalty: 5297.330566
	Iteration 11Q: 3 clusters Score -8146230 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -8147612.500000 Penalty: 5297.330566
	Iteration 12Q: 3 clusters Score -8147612 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -8148711.000000 Penalty: 5297.330566
	Iteration 13Q: 3 clusters Score -8148711 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -8149604.000000 Penalty: 5297.330566
	Iteration 14Q: 3 clusters Score -8149604 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -8150294.000000 Penalty: 5297.330566
	Iteration 15Q: 3 clusters Score -8150294 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8150809.500000 Penalty: 5297.330566
	Iteration 16Q: 3 clusters Score -8150810 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -8151183.000000 Penalty: 5297.330566
	Iteration 17Q: 3 clusters Score -8151183 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -8151418.500000 Penalty: 5297.330566
	Iteration 18Q: 3 clusters Score -8151418 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8151636.500000 Penalty: 5297.330566
	Iteration 19Q: 3 clusters Score -8151636 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -8151739.500000 Penalty: 5297.330566
	Iteration 20F: 3 clusters Score -8151740 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -8151854.500000 Penalty: 5297.330566
	Iteration 21Q: 3 clusters Score -8151854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -8151922.500000 Penalty: 5297.330566
	Iteration 22Q: 3 clusters Score -8151922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8152004.000000 Penalty: 5297.330566
	Iteration 23Q: 3 clusters Score -8152004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -8152042.000000 Penalty: 5297.330566
	Iteration 24Q: 3 clusters Score -8152042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -8152088.500000 Penalty: 5297.330566
	Iteration 25Q: 3 clusters Score -8152088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8152124.500000 Penalty: 5297.330566
	Iteration 26Q: 3 clusters Score -8152124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8152148.500000 Penalty: 5297.330566
	Iteration 27Q: 3 clusters Score -8152148 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -8152150.000000 Penalty: 5297.330566
	Iteration 28Q: 3 clusters Score -8152150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8152169.000000 Penalty: 5297.330566
	Iteration 29Q: 3 clusters Score -8152169 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -8152185.000000 Penalty: 5297.330566
	Iteration 30Q: 3 clusters Score -8152185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -8152212.500000 Penalty: 5297.330566
	Iteration 31Q: 3 clusters Score -8152212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -8152223.000000 Penalty: 5297.330566
	Iteration 32Q: 3 clusters Score -8152223 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8152232.000000 Penalty: 5297.330566
	Iteration 33Q: 3 clusters Score -8152232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -8152245.000000 Penalty: 5297.330566
	Iteration 34Q: 3 clusters Score -8152245 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -8152259.500000 Penalty: 5297.330566
	Iteration 35Q: 3 clusters Score -8152260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8152260.000000 Penalty: 5297.330566
	Iteration 36Q: 3 clusters Score -8152260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8152266.500000 Penalty: 5297.330566
	Iteration 37Q: 3 clusters Score -8152266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8152271.000000 Penalty: 5297.330566
	Iteration 38Q: 3 clusters Score -8152271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8152257.500000 Penalty: 5297.330566
	Iteration 39Q: 3 clusters Score -8152258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8152258.500000 Penalty: 5297.330566
	Iteration 40F: 3 clusters Score -8152258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -8152256.000000 Penalty: 5297.330566
	Iteration 41Q: 3 clusters Score -8152256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -8152258.000000 Penalty: 5297.330566
	Iteration 42Q: 3 clusters Score -8152258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -8152267.000000 Penalty: 5297.330566
	Iteration 43Q: 3 clusters Score -8152267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8152258.000000 Penalty: 5297.330566
	Iteration 44Q: 3 clusters Score -8152258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8152260.000000 Penalty: 5297.330566
	Iteration 45Q: 3 clusters Score -8152260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8152263.000000 Penalty: 5297.330566
	Iteration 46Q: 3 clusters Score -8152263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8152261.500000 Penalty: 5297.330566
	Iteration 47Q: 3 clusters Score -8152262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8152260.000000 Penalty: 5297.330566
	Iteration 48Q: 3 clusters Score -8152260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8152267.500000 Penalty: 5297.330566
	Iteration 49Q: 3 clusters Score -8152268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8152265.000000 Penalty: 5297.330566
	Iteration 50Q: 3 clusters Score -8152265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8152265.000000 Penalty: 5297.330566
	Iteration 51F: 3 clusters Score -8152265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48218 members 
Entering Unmasked Estep 
Score: -8940247.000000 Penalty: 2674.304932
	Iteration 0F: 2 clusters Score -8940247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -8909050.000000 Penalty: 5348.609863
	Iteration 0F: 3 clusters Score -8909050 nChanged 22342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -8921407.000000 Penalty: 5348.609863
	Iteration 1F: 3 clusters Score -8921407 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8921958.000000 Penalty: 5348.609863
	Iteration 2Q: 3 clusters Score -8921958 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -8922623.000000 Penalty: 5348.609863
	Iteration 3Q: 3 clusters Score -8922623 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -8923638.000000 Penalty: 5348.609863
	Iteration 4Q: 3 clusters Score -8923638 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -8925386.000000 Penalty: 5348.609863
	Iteration 5F: 3 clusters Score -8925386 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -8928370.000000 Penalty: 5348.609863
	Iteration 6F: 3 clusters Score -8928370 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 41327 members 
Entering Unmasked Estep 
Score: -8932032.000000 Penalty: 5348.609863
	Iteration 7F: 3 clusters Score -8932032 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8935229.000000 Penalty: 5348.609863
	Iteration 8F: 3 clusters Score -8935229 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8936891.000000 Penalty: 5348.609863
	Iteration 9Q: 3 clusters Score -8936891 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -8937515.000000 Penalty: 5348.609863
	Iteration 10Q: 3 clusters Score -8937515 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -8937736.000000 Penalty: 5348.609863
	Iteration 11Q: 3 clusters Score -8937736 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -8937849.000000 Penalty: 5348.609863
	Iteration 12Q: 3 clusters Score -8937849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -8937906.000000 Penalty: 5348.609863
	Iteration 13Q: 3 clusters Score -8937906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -8937937.000000 Penalty: 5348.609863
	Iteration 14Q: 3 clusters Score -8937937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 47958 members 
Entering Unmasked Estep 
Score: -8937942.000000 Penalty: 5348.609863
	Iteration 15Q: 3 clusters Score -8937942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -8937949.000000 Penalty: 5348.609863
	Iteration 16Q: 3 clusters Score -8937949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -8937953.000000 Penalty: 5348.609863
	Iteration 17Q: 3 clusters Score -8937953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8937963.000000 Penalty: 5348.609863
	Iteration 18Q: 3 clusters Score -8937963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -8937968.000000 Penalty: 5348.609863
	Iteration 19Q: 3 clusters Score -8937968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -8937976.000000 Penalty: 5348.609863
	Iteration 20F: 3 clusters Score -8937976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -8937983.000000 Penalty: 5348.609863
	Iteration 21Q: 3 clusters Score -8937983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -8937994.000000 Penalty: 5348.609863
	Iteration 22Q: 3 clusters Score -8937994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8938000.000000 Penalty: 5348.609863
	Iteration 23Q: 3 clusters Score -8938000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -8938007.000000 Penalty: 5348.609863
	Iteration 24Q: 3 clusters Score -8938007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -8938017.000000 Penalty: 5348.609863
	Iteration 25Q: 3 clusters Score -8938017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -8938018.000000 Penalty: 5348.609863
	Iteration 26Q: 3 clusters Score -8938018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -8938021.000000 Penalty: 5348.609863
	Iteration 27Q: 3 clusters Score -8938021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -8938022.000000 Penalty: 5348.609863
	Iteration 28Q: 3 clusters Score -8938022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -8938022.000000 Penalty: 5348.609863
	Iteration 29F: 3 clusters Score -8938022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Entering Unmasked Estep 
Score: -1109320.125000 Penalty: 2155.070801
	Iteration 0F: 2 clusters Score -1109320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1104204.875000 Penalty: 4310.141602
	Iteration 0F: 3 clusters Score -1104205 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1105509.500000 Penalty: 4310.141602
	Iteration 1F: 3 clusters Score -1105510 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1105717.625000 Penalty: 4310.141602
	Iteration 2F: 3 clusters Score -1105718 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1105838.000000 Penalty: 4310.141602
	Iteration 3Q: 3 clusters Score -1105838 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1105930.500000 Penalty: 4310.141602
	Iteration 4Q: 3 clusters Score -1105930 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1106010.625000 Penalty: 4310.141602
	Iteration 5Q: 3 clusters Score -1106011 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1106097.625000 Penalty: 4310.141602
	Iteration 6Q: 3 clusters Score -1106098 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1106169.625000 Penalty: 4310.141602
	Iteration 7Q: 3 clusters Score -1106170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1106237.125000 Penalty: 4310.141602
	Iteration 8Q: 3 clusters Score -1106237 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1106307.375000 Penalty: 4310.141602
	Iteration 9Q: 3 clusters Score -1106307 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1106377.125000 Penalty: 4310.141602
	Iteration 10Q: 3 clusters Score -1106377 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1106445.750000 Penalty: 4310.141602
	Iteration 11Q: 3 clusters Score -1106446 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1106505.750000 Penalty: 4310.141602
	Iteration 12Q: 3 clusters Score -1106506 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1106572.250000 Penalty: 4310.141602
	Iteration 13Q: 3 clusters Score -1106572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1106643.000000 Penalty: 4310.141602
	Iteration 14Q: 3 clusters Score -1106643 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1106712.375000 Penalty: 4310.141602
	Iteration 15Q: 3 clusters Score -1106712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1106779.500000 Penalty: 4310.141602
	Iteration 16Q: 3 clusters Score -1106780 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1106848.250000 Penalty: 4310.141602
	Iteration 17Q: 3 clusters Score -1106848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1106910.125000 Penalty: 4310.141602
	Iteration 18Q: 3 clusters Score -1106910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1106974.500000 Penalty: 4310.141602
	Iteration 19Q: 3 clusters Score -1106974 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1107032.500000 Penalty: 4310.141602
	Iteration 20F: 3 clusters Score -1107032 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1107075.625000 Penalty: 4310.141602
	Iteration 21Q: 3 clusters Score -1107076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1107119.625000 Penalty: 4310.141602
	Iteration 22Q: 3 clusters Score -1107120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1107170.500000 Penalty: 4310.141602
	Iteration 23Q: 3 clusters Score -1107170 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1107217.375000 Penalty: 4310.141602
	Iteration 24Q: 3 clusters Score -1107217 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1107252.750000 Penalty: 4310.141602
	Iteration 25Q: 3 clusters Score -1107253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1107283.125000 Penalty: 4310.141602
	Iteration 26Q: 3 clusters Score -1107283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1107301.750000 Penalty: 4310.141602
	Iteration 27Q: 3 clusters Score -1107302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1107313.125000 Penalty: 4310.141602
	Iteration 28Q: 3 clusters Score -1107313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1107322.125000 Penalty: 4310.141602
	Iteration 29Q: 3 clusters Score -1107322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1107333.250000 Penalty: 4310.141602
	Iteration 30Q: 3 clusters Score -1107333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1107337.625000 Penalty: 4310.141602
	Iteration 31Q: 3 clusters Score -1107338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1107347.125000 Penalty: 4310.141602
	Iteration 32Q: 3 clusters Score -1107347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1107352.625000 Penalty: 4310.141602
	Iteration 33Q: 3 clusters Score -1107353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1107353.250000 Penalty: 4310.141602
	Iteration 34Q: 3 clusters Score -1107353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1107355.250000 Penalty: 4310.141602
	Iteration 35Q: 3 clusters Score -1107355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1107359.375000 Penalty: 4310.141602
	Iteration 36Q: 3 clusters Score -1107359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1107363.125000 Penalty: 4310.141602
	Iteration 37Q: 3 clusters Score -1107363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1107369.375000 Penalty: 4310.141602
	Iteration 38Q: 3 clusters Score -1107369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1107375.875000 Penalty: 4310.141602
	Iteration 39Q: 3 clusters Score -1107376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1107376.375000 Penalty: 4310.141602
	Iteration 40F: 3 clusters Score -1107376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1107376.625000 Penalty: 4310.141602
	Iteration 41Q: 3 clusters Score -1107377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1107378.125000 Penalty: 4310.141602
	Iteration 42Q: 3 clusters Score -1107378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1107380.125000 Penalty: 4310.141602
	Iteration 43Q: 3 clusters Score -1107380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1107380.125000 Penalty: 4310.141602
	Iteration 44F: 3 clusters Score -1107380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Entering Unmasked Estep 
Score: -9137072.000000 Penalty: 2676.843018
	Iteration 0F: 2 clusters Score -9137072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -9107426.000000 Penalty: 5353.686035
	Iteration 0F: 3 clusters Score -9107426 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -9119763.000000 Penalty: 5353.686035
	Iteration 1F: 3 clusters Score -9119763 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -9120336.000000 Penalty: 5353.686035
	Iteration 2Q: 3 clusters Score -9120336 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -9121089.000000 Penalty: 5353.686035
	Iteration 3Q: 3 clusters Score -9121089 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -9122104.000000 Penalty: 5353.686035
	Iteration 4Q: 3 clusters Score -9122104 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -9123790.000000 Penalty: 5353.686035
	Iteration 5F: 3 clusters Score -9123790 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -9126340.000000 Penalty: 5353.686035
	Iteration 6F: 3 clusters Score -9126340 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -9129562.000000 Penalty: 5353.686035
	Iteration 7F: 3 clusters Score -9129562 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -9132711.000000 Penalty: 5353.686035
	Iteration 8F: 3 clusters Score -9132711 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -9134416.000000 Penalty: 5353.686035
	Iteration 9Q: 3 clusters Score -9134416 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47561 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9134821.000000 Penalty: 5353.686035
	Iteration 10Q: 3 clusters Score -9134821 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9134932.000000 Penalty: 5353.686035
	Iteration 11Q: 3 clusters Score -9134932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9134960.000000 Penalty: 5353.686035
	Iteration 12Q: 3 clusters Score -9134960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9134986.000000 Penalty: 5353.686035
	Iteration 13Q: 3 clusters Score -9134986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9135005.000000 Penalty: 5353.686035
	Iteration 14Q: 3 clusters Score -9135005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9135023.000000 Penalty: 5353.686035
	Iteration 15Q: 3 clusters Score -9135023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9135043.000000 Penalty: 5353.686035
	Iteration 16Q: 3 clusters Score -9135043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9135041.000000 Penalty: 5353.686035
	Iteration 17Q: 3 clusters Score -9135041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9135045.000000 Penalty: 5353.686035
	Iteration 18Q: 3 clusters Score -9135045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9135047.000000 Penalty: 5353.686035
	Iteration 19Q: 3 clusters Score -9135047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9135045.000000 Penalty: 5353.686035
	Iteration 20F: 3 clusters Score -9135045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9135055.000000 Penalty: 5353.686035
	Iteration 21Q: 3 clusters Score -9135055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9135058.000000 Penalty: 5353.686035
	Iteration 22Q: 3 clusters Score -9135058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9135058.000000 Penalty: 5353.686035
	Iteration 23F: 3 clusters Score -9135058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Entering Unmasked Estep 
Score: -202109.484375 Penalty: 1764.059204
	Iteration 0F: 2 clusters Score -202109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -200068.578125 Penalty: 3528.118408
	Iteration 0F: 3 clusters Score -200068.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -200558.562500 Penalty: 3528.118408
	Iteration 1F: 3 clusters Score -200558.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -200844.250000 Penalty: 3528.118408
	Iteration 2F: 3 clusters Score -200844.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -201062.343750 Penalty: 3528.118408
	Iteration 3F: 3 clusters Score -201062.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -201240.562500 Penalty: 3528.118408
	Iteration 4F: 3 clusters Score -201240.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -201373.343750 Penalty: 3528.118408
	Iteration 5F: 3 clusters Score -201373.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -201517.281250 Penalty: 3528.118408
	Iteration 6Q: 3 clusters Score -201517.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -201627.656250 Penalty: 3528.118408
	Iteration 7Q: 3 clusters Score -201627.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -201723.296875 Penalty: 3528.118408
	Iteration 8Q: 3 clusters Score -201723.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -201786.343750 Penalty: 3528.118408
	Iteration 9Q: 3 clusters Score -201786.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201804.593750 Penalty: 3528.118408
	Iteration 10Q: 3 clusters Score -201804.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -201827.390625 Penalty: 3528.118408
	Iteration 11Q: 3 clusters Score -201827.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201835.171875 Penalty: 3528.118408
	Iteration 12Q: 3 clusters Score -201835.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201836.156250 Penalty: 3528.118408
	Iteration 13Q: 3 clusters Score -201836.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201836.156250 Penalty: 3528.118408
	Iteration 14F: 3 clusters Score -201836.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Entering Unmasked Estep 
Score: -5230532.000000 Penalty: 2541.134277
	Iteration 0F: 2 clusters Score -5230532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -5211106.000000 Penalty: 5082.268555
	Iteration 0F: 3 clusters Score -5211106 nChanged 12580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -5217942.000000 Penalty: 5082.268555
	Iteration 1F: 3 clusters Score -5217942 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -5218383.000000 Penalty: 5082.268555
	Iteration 2Q: 3 clusters Score -5218383 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -5218696.000000 Penalty: 5082.268555
	Iteration 3Q: 3 clusters Score -5218696 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -5219031.500000 Penalty: 5082.268555
	Iteration 4Q: 3 clusters Score -5219032 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5219328.000000 Penalty: 5082.268555
	Iteration 5Q: 3 clusters Score -5219328 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -5219647.500000 Penalty: 5082.268555
	Iteration 6Q: 3 clusters Score -5219648 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5220087.500000 Penalty: 5082.268555
	Iteration 7Q: 3 clusters Score -5220088 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -5220711.000000 Penalty: 5082.268555
	Iteration 8Q: 3 clusters Score -5220711 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -5221586.000000 Penalty: 5082.268555
	Iteration 9F: 3 clusters Score -5221586 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5222855.000000 Penalty: 5082.268555
	Iteration 10F: 3 clusters Score -5222855 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -5224469.500000 Penalty: 5082.268555
	Iteration 11F: 3 clusters Score -5224470 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -5226072.500000 Penalty: 5082.268555
	Iteration 12F: 3 clusters Score -5226072 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5227238.000000 Penalty: 5082.268555
	Iteration 13Q: 3 clusters Score -5227238 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27525 members 
Entering Unmasked Estep 
Score: -5227831.000000 Penalty: 5082.268555
	Iteration 14Q: 3 clusters Score -5227831 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -5228103.000000 Penalty: 5082.268555
	Iteration 15Q: 3 clusters Score -5228103 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5228222.000000 Penalty: 5082.268555
	Iteration 16Q: 3 clusters Score -5228222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5228286.000000 Penalty: 5082.268555
	Iteration 17Q: 3 clusters Score -5228286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5228316.000000 Penalty: 5082.268555
	Iteration 18Q: 3 clusters Score -5228316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -5228343.000000 Penalty: 5082.268555
	Iteration 19Q: 3 clusters Score -5228343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5228361.000000 Penalty: 5082.268555
	Iteration 20F: 3 clusters Score -5228361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -5228374.000000 Penalty: 5082.268555
	Iteration 21Q: 3 clusters Score -5228374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5228385.500000 Penalty: 5082.268555
	Iteration 22Q: 3 clusters Score -5228386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -5228393.000000 Penalty: 5082.268555
	Iteration 23Q: 3 clusters Score -5228393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5228396.500000 Penalty: 5082.268555
	Iteration 24Q: 3 clusters Score -5228396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5228400.000000 Penalty: 5082.268555
	Iteration 25Q: 3 clusters Score -5228400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5228400.000000 Penalty: 5082.268555
	Iteration 26F: 3 clusters Score -5228400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -68733.390625 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68733.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -68898.101562 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68898.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -68982.101562 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -68982.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -69057.929688 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -69057.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69091.601562 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -69091.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -69113.851562 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -69113.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69116.992188 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -69116.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -69124.507812 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -69124.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69126.382812 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -69126.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69126.382812 Penalty: 2991.219971
	Iteration 9F: 3 clusters Score -69126.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Entering Unmasked Estep 
Score: -935424.500000 Penalty: 2114.535156
	Iteration 0F: 2 clusters Score -935424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -930847.750000 Penalty: 4229.070312
	Iteration 0F: 3 clusters Score -930847.8 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -931948.500000 Penalty: 4229.070312
	Iteration 1F: 3 clusters Score -931948.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -932156.812500 Penalty: 4229.070312
	Iteration 2F: 3 clusters Score -932156.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -932268.000000 Penalty: 4229.070312
	Iteration 3Q: 3 clusters Score -932268 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -932352.562500 Penalty: 4229.070312
	Iteration 4Q: 3 clusters Score -932352.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -932409.375000 Penalty: 4229.070312
	Iteration 5Q: 3 clusters Score -932409.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -932456.437500 Penalty: 4229.070312
	Iteration 6Q: 3 clusters Score -932456.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -932492.437500 Penalty: 4229.070312
	Iteration 7Q: 3 clusters Score -932492.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -932517.875000 Penalty: 4229.070312
	Iteration 8Q: 3 clusters Score -932517.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -932535.562500 Penalty: 4229.070312
	Iteration 9Q: 3 clusters Score -932535.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -932556.500000 Penalty: 4229.070312
	Iteration 10Q: 3 clusters Score -932556.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -932573.812500 Penalty: 4229.070312
	Iteration 11Q: 3 clusters Score -932573.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -932593.375000 Penalty: 4229.070312
	Iteration 12Q: 3 clusters Score -932593.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -932617.562500 Penalty: 4229.070312
	Iteration 13Q: 3 clusters Score -932617.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -932646.250000 Penalty: 4229.070312
	Iteration 14Q: 3 clusters Score -932646.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -932675.562500 Penalty: 4229.070312
	Iteration 15Q: 3 clusters Score -932675.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -932709.250000 Penalty: 4229.070312
	Iteration 16Q: 3 clusters Score -932709.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -932745.625000 Penalty: 4229.070312
	Iteration 17Q: 3 clusters Score -932745.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -932774.812500 Penalty: 4229.070312
	Iteration 18Q: 3 clusters Score -932774.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -932811.687500 Penalty: 4229.070312
	Iteration 19Q: 3 clusters Score -932811.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -932844.312500 Penalty: 4229.070312
	Iteration 20F: 3 clusters Score -932844.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -932867.687500 Penalty: 4229.070312
	Iteration 21Q: 3 clusters Score -932867.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -932891.812500 Penalty: 4229.070312
	Iteration 22Q: 3 clusters Score -932891.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -932918.000000 Penalty: 4229.070312
	Iteration 23Q: 3 clusters Score -932918 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -932946.000000 Penalty: 4229.070312
	Iteration 24Q: 3 clusters Score -932946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -932986.312500 Penalty: 4229.070312
	Iteration 25Q: 3 clusters Score -932986.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -933030.187500 Penalty: 4229.070312
	Iteration 26Q: 3 clusters Score -933030.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -933071.312500 Penalty: 4229.070312
	Iteration 27Q: 3 clusters Score -933071.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -933111.750000 Penalty: 4229.070312
	Iteration 28Q: 3 clusters Score -933111.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -933151.062500 Penalty: 4229.070312
	Iteration 29Q: 3 clusters Score -933151.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -933187.562500 Penalty: 4229.070312
	Iteration 30Q: 3 clusters Score -933187.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -933227.937500 Penalty: 4229.070312
	Iteration 31Q: 3 clusters Score -933227.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -933255.812500 Penalty: 4229.070312
	Iteration 32Q: 3 clusters Score -933255.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -933276.125000 Penalty: 4229.070312
	Iteration 33Q: 3 clusters Score -933276.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -933292.000000 Penalty: 4229.070312
	Iteration 34Q: 3 clusters Score -933292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -933313.000000 Penalty: 4229.070312
	Iteration 35Q: 3 clusters Score -933313 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -933328.687500 Penalty: 4229.070312
	Iteration 36Q: 3 clusters Score -933328.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -933349.062500 Penalty: 4229.070312
	Iteration 37Q: 3 clusters Score -933349.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -933360.687500 Penalty: 4229.070312
	Iteration 38Q: 3 clusters Score -933360.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -933378.750000 Penalty: 4229.070312
	Iteration 39Q: 3 clusters Score -933378.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -933385.750000 Penalty: 4229.070312
	Iteration 40F: 3 clusters Score -933385.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -933395.687500 Penalty: 4229.070312
	Iteration 41Q: 3 clusters Score -933395.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -933401.250000 Penalty: 4229.070312
	Iteration 42Q: 3 clusters Score -933401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -933407.875000 Penalty: 4229.070312
	Iteration 43Q: 3 clusters Score -933407.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -933416.000000 Penalty: 4229.070312
	Iteration 44Q: 3 clusters Score -933416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -933423.500000 Penalty: 4229.070312
	Iteration 45Q: 3 clusters Score -933423.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -933434.562500 Penalty: 4229.070312
	Iteration 46Q: 3 clusters Score -933434.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -933440.500000 Penalty: 4229.070312
	Iteration 47Q: 3 clusters Score -933440.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -933443.250000 Penalty: 4229.070312
	Iteration 48Q: 3 clusters Score -933443.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -933446.437500 Penalty: 4229.070312
	Iteration 49Q: 3 clusters Score -933446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -933446.750000 Penalty: 4229.070312
	Iteration 50Q: 3 clusters Score -933446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -933449.062500 Penalty: 4229.070312
	Iteration 51Q: 3 clusters Score -933449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -933449.750000 Penalty: 4229.070312
	Iteration 52Q: 3 clusters Score -933449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -933450.500000 Penalty: 4229.070312
	Iteration 53Q: 3 clusters Score -933450.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -933450.500000 Penalty: 4229.070312
	Iteration 54F: 3 clusters Score -933450.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Entering Unmasked Estep 
Score: -9542613.000000 Penalty: 2686.772461
	Iteration 0F: 2 clusters Score -9542613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -9511451.000000 Penalty: 5373.544922
	Iteration 0F: 3 clusters Score -9511451 nChanged 23529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -9524481.000000 Penalty: 5373.544922
	Iteration 1F: 3 clusters Score -9524481 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -9525139.000000 Penalty: 5373.544922
	Iteration 2Q: 3 clusters Score -9525139 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -9526040.000000 Penalty: 5373.544922
	Iteration 3Q: 3 clusters Score -9526040 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -9527234.000000 Penalty: 5373.544922
	Iteration 4F: 3 clusters Score -9527234 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34791 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -9529134.000000 Penalty: 5373.544922
	Iteration 5F: 3 clusters Score -9529134 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -9531934.000000 Penalty: 5373.544922
	Iteration 6F: 3 clusters Score -9531934 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -9535176.000000 Penalty: 5373.544922
	Iteration 7F: 3 clusters Score -9535176 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -9537721.000000 Penalty: 5373.544922
	Iteration 8F: 3 clusters Score -9537721 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48312 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -9539104.000000 Penalty: 5373.544922
	Iteration 9Q: 3 clusters Score -9539104 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9539721.000000 Penalty: 5373.544922
	Iteration 10Q: 3 clusters Score -9539721 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9540040.000000 Penalty: 5373.544922
	Iteration 11Q: 3 clusters Score -9540040 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9540233.000000 Penalty: 5373.544922
	Iteration 12Q: 3 clusters Score -9540233 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50313 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9540291.000000 Penalty: 5373.544922
	Iteration 13Q: 3 clusters Score -9540291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9540341.000000 Penalty: 5373.544922
	Iteration 14Q: 3 clusters Score -9540341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9540362.000000 Penalty: 5373.544922
	Iteration 15Q: 3 clusters Score -9540362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9540382.000000 Penalty: 5373.544922
	Iteration 16Q: 3 clusters Score -9540382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9540393.000000 Penalty: 5373.544922
	Iteration 17Q: 3 clusters Score -9540393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9540385.000000 Penalty: 5373.544922
	Iteration 18Q: 3 clusters Score -9540385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9540390.000000 Penalty: 5373.544922
	Iteration 19Q: 3 clusters Score -9540390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9540406.000000 Penalty: 5373.544922
	Iteration 20F: 3 clusters Score -9540406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9540409.000000 Penalty: 5373.544922
	Iteration 21Q: 3 clusters Score -9540409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9540418.000000 Penalty: 5373.544922
	Iteration 22Q: 3 clusters Score -9540418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50421 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9540414.000000 Penalty: 5373.544922
	Iteration 23Q: 3 clusters Score -9540414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9540413.000000 Penalty: 5373.544922
	Iteration 24Q: 3 clusters Score -9540413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9540424.000000 Penalty: 5373.544922
	Iteration 25Q: 3 clusters Score -9540424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9540427.000000 Penalty: 5373.544922
	Iteration 26Q: 3 clusters Score -9540427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9540433.000000 Penalty: 5373.544922
	Iteration 27Q: 3 clusters Score -9540433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -9540435.000000 Penalty: 5373.544922
	Iteration 28Q: 3 clusters Score -9540435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9540439.000000 Penalty: 5373.544922
	Iteration 29Q: 3 clusters Score -9540439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9540442.000000 Penalty: 5373.544922
	Iteration 30Q: 3 clusters Score -9540442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9540454.000000 Penalty: 5373.544922
	Iteration 31Q: 3 clusters Score -9540454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9540451.000000 Penalty: 5373.544922
	Iteration 32Q: 3 clusters Score -9540451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50441 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9540455.000000 Penalty: 5373.544922
	Iteration 33Q: 3 clusters Score -9540455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50442 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9540451.000000 Penalty: 5373.544922
	Iteration 34Q: 3 clusters Score -9540451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9540453.000000 Penalty: 5373.544922
	Iteration 35Q: 3 clusters Score -9540453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9540449.000000 Penalty: 5373.544922
	Iteration 36Q: 3 clusters Score -9540449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9540449.000000 Penalty: 5373.544922
	Iteration 37F: 3 clusters Score -9540449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Entering Unmasked Estep 
Score: -11226999.000000 Penalty: 2728.090576
	Iteration 0F: 2 clusters Score -1.1227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -11195705.000000 Penalty: 5456.181152
	Iteration 0F: 3 clusters Score -1.11957e+07 nChanged 27872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -11210964.000000 Penalty: 5456.181152
	Iteration 1F: 3 clusters Score -1.121096e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -11211435.000000 Penalty: 5456.181152
	Iteration 2Q: 3 clusters Score -1.121144e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -11211970.000000 Penalty: 5456.181152
	Iteration 3Q: 3 clusters Score -1.121197e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -11212672.000000 Penalty: 5456.181152
	Iteration 4Q: 3 clusters Score -1.121267e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -11213500.000000 Penalty: 5456.181152
	Iteration 5Q: 3 clusters Score -1.12135e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -11214803.000000 Penalty: 5456.181152
	Iteration 6Q: 3 clusters Score -1.12148e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -11216714.000000 Penalty: 5456.181152
	Iteration 7F: 3 clusters Score -1.121671e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -11219101.000000 Penalty: 5456.181152
	Iteration 8F: 3 clusters Score -1.12191e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -11221018.000000 Penalty: 5456.181152
	Iteration 9F: 3 clusters Score -1.122102e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -11222734.000000 Penalty: 5456.181152
	Iteration 10Q: 3 clusters Score -1.122273e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -11224163.000000 Penalty: 5456.181152
	Iteration 11Q: 3 clusters Score -1.122416e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -11224748.000000 Penalty: 5456.181152
	Iteration 12Q: 3 clusters Score -1.122475e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -11225138.000000 Penalty: 5456.181152
	Iteration 13Q: 3 clusters Score -1.122514e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -11225319.000000 Penalty: 5456.181152
	Iteration 14Q: 3 clusters Score -1.122532e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -11225483.000000 Penalty: 5456.181152
	Iteration 15Q: 3 clusters Score -1.122548e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -11225706.000000 Penalty: 5456.181152
	Iteration 16Q: 3 clusters Score -1.122571e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -11225972.000000 Penalty: 5456.181152
	Iteration 17Q: 3 clusters Score -1.122597e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -11226157.000000 Penalty: 5456.181152
	Iteration 18Q: 3 clusters Score -1.122616e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -11226339.000000 Penalty: 5456.181152
	Iteration 19Q: 3 clusters Score -1.122634e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -11226467.000000 Penalty: 5456.181152
	Iteration 20F: 3 clusters Score -1.122647e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -11226680.000000 Penalty: 5456.181152
	Iteration 21Q: 3 clusters Score -1.122668e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 50368 members 
Entering Unmasked Estep 
Score: -11226813.000000 Penalty: 5456.181152
	Iteration 22Q: 3 clusters Score -1.122681e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -11226926.000000 Penalty: 5456.181152
	Iteration 23Q: 3 clusters Score -1.122693e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -11227109.000000 Penalty: 5456.181152
	Iteration 24Q: 3 clusters Score -1.122711e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -11227242.000000 Penalty: 5456.181152
	Iteration 25Q: 3 clusters Score -1.122724e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 49146 members 
Entering Unmasked Estep 
Score: -11227291.000000 Penalty: 5456.181152
	Iteration 26Q: 3 clusters Score -1.122729e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -11227521.000000 Penalty: 5456.181152
	Iteration 27Q: 3 clusters Score -1.122752e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -11227679.000000 Penalty: 5456.181152
	Iteration 28Q: 3 clusters Score -1.122768e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -11227858.000000 Penalty: 5456.181152
	Iteration 29Q: 3 clusters Score -1.122786e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -11228357.000000 Penalty: 5456.181152
	Iteration 30Q: 3 clusters Score -1.122836e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -11228897.000000 Penalty: 5456.181152
	Iteration 31Q: 3 clusters Score -1.12289e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -11229339.000000 Penalty: 5456.181152
	Iteration 32Q: 3 clusters Score -1.122934e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -11229716.000000 Penalty: 5456.181152
	Iteration 33Q: 3 clusters Score -1.122972e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -11229845.000000 Penalty: 5456.181152
	Iteration 34Q: 3 clusters Score -1.122984e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -11229940.000000 Penalty: 5456.181152
	Iteration 35Q: 3 clusters Score -1.122994e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -11230093.000000 Penalty: 5456.181152
	Iteration 36Q: 3 clusters Score -1.123009e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -11230187.000000 Penalty: 5456.181152
	Iteration 37Q: 3 clusters Score -1.123019e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -11230211.000000 Penalty: 5456.181152
	Iteration 38Q: 3 clusters Score -1.123021e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -11230232.000000 Penalty: 5456.181152
	Iteration 39Q: 3 clusters Score -1.123023e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -11230817.000000 Penalty: 5456.181152
	Iteration 40F: 3 clusters Score -1.123082e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -11231304.000000 Penalty: 5456.181152
	Iteration 41Q: 3 clusters Score -1.12313e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -11231629.000000 Penalty: 5456.181152
	Iteration 42Q: 3 clusters Score -1.123163e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -11231825.000000 Penalty: 5456.181152
	Iteration 43Q: 3 clusters Score -1.123182e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -11231914.000000 Penalty: 5456.181152
	Iteration 44Q: 3 clusters Score -1.123191e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -11232001.000000 Penalty: 5456.181152
	Iteration 45Q: 3 clusters Score -1.1232e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -11232032.000000 Penalty: 5456.181152
	Iteration 46Q: 3 clusters Score -1.123203e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -11232129.000000 Penalty: 5456.181152
	Iteration 47Q: 3 clusters Score -1.123213e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -11232196.000000 Penalty: 5456.181152
	Iteration 48Q: 3 clusters Score -1.12322e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -11232223.000000 Penalty: 5456.181152
	Iteration 49Q: 3 clusters Score -1.123222e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -11232193.000000 Penalty: 5456.181152
	Iteration 50Q: 3 clusters Score -1.123219e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -11232254.000000 Penalty: 5456.181152
	Iteration 51Q: 3 clusters Score -1.123225e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -11232237.000000 Penalty: 5456.181152
	Iteration 52Q: 3 clusters Score -1.123224e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -11232154.000000 Penalty: 5456.181152
	Iteration 53Q: 3 clusters Score -1.123215e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -11232173.000000 Penalty: 5456.181152
	Iteration 54Q: 3 clusters Score -1.123217e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -11232097.000000 Penalty: 5456.181152
	Iteration 55Q: 3 clusters Score -1.12321e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -11231986.000000 Penalty: 5456.181152
	Iteration 56Q: 3 clusters Score -1.123199e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -11231936.000000 Penalty: 5456.181152
	Iteration 57Q: 3 clusters Score -1.123194e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -11231894.000000 Penalty: 5456.181152
	Iteration 58Q: 3 clusters Score -1.123189e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -11231865.000000 Penalty: 5456.181152
	Iteration 59Q: 3 clusters Score -1.123186e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -11232065.000000 Penalty: 5456.181152
	Iteration 60F: 3 clusters Score -1.123206e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -11232128.000000 Penalty: 5456.181152
	Iteration 61Q: 3 clusters Score -1.123213e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -11232069.000000 Penalty: 5456.181152
	Iteration 62Q: 3 clusters Score -1.123207e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -11232078.000000 Penalty: 5456.181152
	Iteration 63Q: 3 clusters Score -1.123208e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -11232094.000000 Penalty: 5456.181152
	Iteration 64Q: 3 clusters Score -1.123209e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -11232136.000000 Penalty: 5456.181152
	Iteration 65Q: 3 clusters Score -1.123214e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -11232059.000000 Penalty: 5456.181152
	Iteration 66Q: 3 clusters Score -1.123206e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -11232086.000000 Penalty: 5456.181152
	Iteration 67Q: 3 clusters Score -1.123209e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -11232109.000000 Penalty: 5456.181152
	Iteration 68Q: 3 clusters Score -1.123211e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -11232092.000000 Penalty: 5456.181152
	Iteration 69Q: 3 clusters Score -1.123209e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -11232038.000000 Penalty: 5456.181152
	Iteration 70Q: 3 clusters Score -1.123204e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -11231998.000000 Penalty: 5456.181152
	Iteration 71Q: 3 clusters Score -1.1232e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -11231989.000000 Penalty: 5456.181152
	Iteration 72Q: 3 clusters Score -1.123199e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -11231876.000000 Penalty: 5456.181152
	Iteration 73Q: 3 clusters Score -1.123188e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -11231621.000000 Penalty: 5456.181152
	Iteration 74Q: 3 clusters Score -1.123162e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -11231368.000000 Penalty: 5456.181152
	Iteration 75Q: 3 clusters Score -1.123137e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -11231198.000000 Penalty: 5456.181152
	Iteration 76Q: 3 clusters Score -1.12312e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -11230915.000000 Penalty: 5456.181152
	Iteration 77Q: 3 clusters Score -1.123092e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -11230531.000000 Penalty: 5456.181152
	Iteration 78Q: 3 clusters Score -1.123053e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45767 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -11230096.000000 Penalty: 5456.181152
	Iteration 79Q: 3 clusters Score -1.12301e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -11229929.000000 Penalty: 5456.181152
	Iteration 80F: 3 clusters Score -1.122993e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -11229453.000000 Penalty: 5456.181152
	Iteration 81Q: 3 clusters Score -1.122945e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47690 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -11229478.000000 Penalty: 5456.181152
	Iteration 82Q: 3 clusters Score -1.122948e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -11229460.000000 Penalty: 5456.181152
	Iteration 83Q: 3 clusters Score -1.122946e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -11229345.000000 Penalty: 5456.181152
	Iteration 84Q: 3 clusters Score -1.122934e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48966 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -11229261.000000 Penalty: 5456.181152
	Iteration 85Q: 3 clusters Score -1.122926e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -11229242.000000 Penalty: 5456.181152
	Iteration 86Q: 3 clusters Score -1.122924e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -11229228.000000 Penalty: 5456.181152
	Iteration 87Q: 3 clusters Score -1.122923e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49603 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -11229180.000000 Penalty: 5456.181152
	Iteration 88Q: 3 clusters Score -1.122918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -11229198.000000 Penalty: 5456.181152
	Iteration 89Q: 3 clusters Score -1.12292e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -11229157.000000 Penalty: 5456.181152
	Iteration 90Q: 3 clusters Score -1.122916e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -11229159.000000 Penalty: 5456.181152
	Iteration 91Q: 3 clusters Score -1.122916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49911 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -11229147.000000 Penalty: 5456.181152
	Iteration 92Q: 3 clusters Score -1.122915e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -11229113.000000 Penalty: 5456.181152
	Iteration 93Q: 3 clusters Score -1.122911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -11229096.000000 Penalty: 5456.181152
	Iteration 94Q: 3 clusters Score -1.12291e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -11229085.000000 Penalty: 5456.181152
	Iteration 95Q: 3 clusters Score -1.122908e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -11229076.000000 Penalty: 5456.181152
	Iteration 96Q: 3 clusters Score -1.122908e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -11229080.000000 Penalty: 5456.181152
	Iteration 97Q: 3 clusters Score -1.122908e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -11229073.000000 Penalty: 5456.181152
	Iteration 98Q: 3 clusters Score -1.122907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -11229080.000000 Penalty: 5456.181152
	Iteration 99Q: 3 clusters Score -1.122908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50216 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -11229061.000000 Penalty: 5456.181152
	Iteration 100F: 3 clusters Score -1.122906e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -11229053.000000 Penalty: 5456.181152
	Iteration 101Q: 3 clusters Score -1.122905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -11229037.000000 Penalty: 5456.181152
	Iteration 102Q: 3 clusters Score -1.122904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -11229022.000000 Penalty: 5456.181152
	Iteration 103Q: 3 clusters Score -1.122902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -11229052.000000 Penalty: 5456.181152
	Iteration 104Q: 3 clusters Score -1.122905e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -11229052.000000 Penalty: 5456.181152
	Iteration 105Q: 3 clusters Score -1.122905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -11229062.000000 Penalty: 5456.181152
	Iteration 106Q: 3 clusters Score -1.122906e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -11229057.000000 Penalty: 5456.181152
	Iteration 107Q: 3 clusters Score -1.122906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -11229042.000000 Penalty: 5456.181152
	Iteration 108Q: 3 clusters Score -1.122904e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -11229030.000000 Penalty: 5456.181152
	Iteration 109Q: 3 clusters Score -1.122903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -11229027.000000 Penalty: 5456.181152
	Iteration 110Q: 3 clusters Score -1.122903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -11229000.000000 Penalty: 5456.181152
	Iteration 111Q: 3 clusters Score -1.1229e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -11228995.000000 Penalty: 5456.181152
	Iteration 112Q: 3 clusters Score -1.1229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -11228988.000000 Penalty: 5456.181152
	Iteration 113Q: 3 clusters Score -1.122899e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -11228987.000000 Penalty: 5456.181152
	Iteration 114Q: 3 clusters Score -1.122899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -11228974.000000 Penalty: 5456.181152
	Iteration 115Q: 3 clusters Score -1.122897e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -11228961.000000 Penalty: 5456.181152
	Iteration 116Q: 3 clusters Score -1.122896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -11228967.000000 Penalty: 5456.181152
	Iteration 117Q: 3 clusters Score -1.122897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -11228956.000000 Penalty: 5456.181152
	Iteration 118Q: 3 clusters Score -1.122896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -11228942.000000 Penalty: 5456.181152
	Iteration 119Q: 3 clusters Score -1.122894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50555 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -11228942.000000 Penalty: 5456.181152
	Iteration 120F: 3 clusters Score -1.122894e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 48218 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 50555 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 51890 members 
Mstep: Class 30 contains 9341 members 
Entering Unmasked Estep 
Score: -137146896.000000 Penalty: 100613.093750
Splitting cluster 27 changes total score from -137145360.000000 to -137146896.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -396989.593750 Penalty: 1915.004395
	Iteration 0F: 2 clusters Score -396989.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -394220.656250 Penalty: 3830.008789
	Iteration 0F: 3 clusters Score -394220.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -394684.406250 Penalty: 3830.008789
	Iteration 1F: 3 clusters Score -394684.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -394805.093750 Penalty: 3830.008789
	Iteration 2F: 3 clusters Score -394805.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -394887.531250 Penalty: 3830.008789
	Iteration 3Q: 3 clusters Score -394887.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -394946.062500 Penalty: 3830.008789
	Iteration 4Q: 3 clusters Score -394946.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -395004.250000 Penalty: 3830.008789
	Iteration 5Q: 3 clusters Score -395004.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -395054.656250 Penalty: 3830.008789
	Iteration 6Q: 3 clusters Score -395054.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -395096.343750 Penalty: 3830.008789
	Iteration 7Q: 3 clusters Score -395096.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -395129.843750 Penalty: 3830.008789
	Iteration 8Q: 3 clusters Score -395129.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -395159.843750 Penalty: 3830.008789
	Iteration 9Q: 3 clusters Score -395159.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -395173.468750 Penalty: 3830.008789
	Iteration 10Q: 3 clusters Score -395173.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -395180.187500 Penalty: 3830.008789
	Iteration 11Q: 3 clusters Score -395180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -395185.468750 Penalty: 3830.008789
	Iteration 12Q: 3 clusters Score -395185.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -395191.312500 Penalty: 3830.008789
	Iteration 13Q: 3 clusters Score -395191.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -395195.437500 Penalty: 3830.008789
	Iteration 14Q: 3 clusters Score -395195.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -395199.968750 Penalty: 3830.008789
	Iteration 15Q: 3 clusters Score -395200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -395204.437500 Penalty: 3830.008789
	Iteration 16Q: 3 clusters Score -395204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -395206.781250 Penalty: 3830.008789
	Iteration 17Q: 3 clusters Score -395206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -395208.375000 Penalty: 3830.008789
	Iteration 18Q: 3 clusters Score -395208.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -395209.468750 Penalty: 3830.008789
	Iteration 19Q: 3 clusters Score -395209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -395210.656250 Penalty: 3830.008789
	Iteration 20F: 3 clusters Score -395210.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -395212.218750 Penalty: 3830.008789
	Iteration 21Q: 3 clusters Score -395212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -395212.562500 Penalty: 3830.008789
	Iteration 22Q: 3 clusters Score -395212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -395213.218750 Penalty: 3830.008789
	Iteration 23Q: 3 clusters Score -395213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -395215.343750 Penalty: 3830.008789
	Iteration 24Q: 3 clusters Score -395215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -395217.906250 Penalty: 3830.008789
	Iteration 25Q: 3 clusters Score -395217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -395219.281250 Penalty: 3830.008789
	Iteration 26Q: 3 clusters Score -395219.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -395219.531250 Penalty: 3830.008789
	Iteration 27Q: 3 clusters Score -395219.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -395222.406250 Penalty: 3830.008789
	Iteration 28Q: 3 clusters Score -395222.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -395222.125000 Penalty: 3830.008789
	Iteration 29Q: 3 clusters Score -395222.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -395222.125000 Penalty: 3830.008789
	Iteration 30F: 3 clusters Score -395222.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Entering Unmasked Estep 
Score: -9715551.000000 Penalty: 2692.506592
	Iteration 0F: 2 clusters Score -9715551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -9683914.000000 Penalty: 5385.013184
	Iteration 0F: 3 clusters Score -9683914 nChanged 23898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -9697070.000000 Penalty: 5385.013184
	Iteration 1F: 3 clusters Score -9697070 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -9697475.000000 Penalty: 5385.013184
	Iteration 2Q: 3 clusters Score -9697475 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -9697978.000000 Penalty: 5385.013184
	Iteration 3Q: 3 clusters Score -9697978 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -9698498.000000 Penalty: 5385.013184
	Iteration 4Q: 3 clusters Score -9698498 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -9699162.000000 Penalty: 5385.013184
	Iteration 5Q: 3 clusters Score -9699162 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -9700050.000000 Penalty: 5385.013184
	Iteration 6Q: 3 clusters Score -9700050 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -9701114.000000 Penalty: 5385.013184
	Iteration 7Q: 3 clusters Score -9701114 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -9702406.000000 Penalty: 5385.013184
	Iteration 8F: 3 clusters Score -9702406 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -9703943.000000 Penalty: 5385.013184
	Iteration 9F: 3 clusters Score -9703943 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -9705903.000000 Penalty: 5385.013184
	Iteration 10F: 3 clusters Score -9705903 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -9707865.000000 Penalty: 5385.013184
	Iteration 11F: 3 clusters Score -9707865 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -9709589.000000 Penalty: 5385.013184
	Iteration 12F: 3 clusters Score -9709589 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -9710984.000000 Penalty: 5385.013184
	Iteration 13Q: 3 clusters Score -9710984 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -9712043.000000 Penalty: 5385.013184
	Iteration 14Q: 3 clusters Score -9712043 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -9712651.000000 Penalty: 5385.013184
	Iteration 15Q: 3 clusters Score -9712651 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9712922.000000 Penalty: 5385.013184
	Iteration 16Q: 3 clusters Score -9712922 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -9713041.000000 Penalty: 5385.013184
	Iteration 17Q: 3 clusters Score -9713041 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -9713159.000000 Penalty: 5385.013184
	Iteration 18Q: 3 clusters Score -9713159 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9713207.000000 Penalty: 5385.013184
	Iteration 19Q: 3 clusters Score -9713207 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -9713260.000000 Penalty: 5385.013184
	Iteration 20F: 3 clusters Score -9713260 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -9713341.000000 Penalty: 5385.013184
	Iteration 21Q: 3 clusters Score -9713341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -9713364.000000 Penalty: 5385.013184
	Iteration 22Q: 3 clusters Score -9713364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -9713397.000000 Penalty: 5385.013184
	Iteration 23Q: 3 clusters Score -9713397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -9713373.000000 Penalty: 5385.013184
	Iteration 24Q: 3 clusters Score -9713373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -9713383.000000 Penalty: 5385.013184
	Iteration 25Q: 3 clusters Score -9713383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -9713382.000000 Penalty: 5385.013184
	Iteration 26Q: 3 clusters Score -9713382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -9713377.000000 Penalty: 5385.013184
	Iteration 27Q: 3 clusters Score -9713377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9713368.000000 Penalty: 5385.013184
	Iteration 28Q: 3 clusters Score -9713368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9713381.000000 Penalty: 5385.013184
	Iteration 29Q: 3 clusters Score -9713381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9713395.000000 Penalty: 5385.013184
	Iteration 30Q: 3 clusters Score -9713395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -9713401.000000 Penalty: 5385.013184
	Iteration 31Q: 3 clusters Score -9713401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -9713400.000000 Penalty: 5385.013184
	Iteration 32Q: 3 clusters Score -9713400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9713398.000000 Penalty: 5385.013184
	Iteration 33Q: 3 clusters Score -9713398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9713398.000000 Penalty: 5385.013184
	Iteration 34F: 3 clusters Score -9713398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 50489 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 40501 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16287 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39970 members 
Mstep: Class 11 contains 47116 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54926 members 
Mstep: Class 14 contains 8498 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24842 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 48218 members 
Mstep: Class 20 contains 5942 members 
Mstep: Class 21 contains 48714 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 28184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5046 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 50555 members 
Mstep: Class 28 contains 2257 members 
Mstep: Class 29 contains 51890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137147552.000000 Penalty: 100613.093750
Iteration 359Q: 31 clusters Score -1.371476e+08 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 50469 members 
Mstep: Class 3 contains 11112 members 
Mstep: Class 4 contains 40447 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39912 members 
Mstep: Class 11 contains 47448 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55288 members 
Mstep: Class 14 contains 8464 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24875 members 
Mstep: Class 17 contains 25986 members 
Mstep: Class 18 contains 43376 members 
Mstep: Class 19 contains 48172 members 
Mstep: Class 20 contains 5950 members 
Mstep: Class 21 contains 48708 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 28105 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 50699 members 
Mstep: Class 27 contains 50429 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 51907 members 
Mstep: Class 30 contains 9065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137148416.000000 Penalty: 100613.093750
Iteration 360F: 31 clusters Score -1.371484e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 50511 members 
Mstep: Class 3 contains 11184 members 
Mstep: Class 4 contains 40316 members 
Mstep: Class 5 contains 23350 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16204 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 39718 members 
Mstep: Class 11 contains 47067 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55508 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24844 members 
Mstep: Class 17 contains 25968 members 
Mstep: Class 18 contains 43165 members 
Mstep: Class 19 contains 48064 members 
Mstep: Class 20 contains 5935 members 
Mstep: Class 21 contains 48702 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27961 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 50705 members 
Mstep: Class 27 contains 50494 members 
Mstep: Class 28 contains 2255 members 
Mstep: Class 29 contains 51932 members 
Mstep: Class 30 contains 10046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149472.000000 Penalty: 100613.093750
Iteration 361Q: 31 clusters Score -1.371495e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51911 members 
Mstep: Class 2 contains 50538 members 
Mstep: Class 3 contains 11263 members 
Mstep: Class 4 contains 40188 members 
Mstep: Class 5 contains 23351 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16161 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 39563 members 
Mstep: Class 11 contains 46882 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55751 members 
Mstep: Class 14 contains 8378 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24819 members 
Mstep: Class 17 contains 25954 members 
Mstep: Class 18 contains 42984 members 
Mstep: Class 19 contains 47989 members 
Mstep: Class 20 contains 5924 members 
Mstep: Class 21 contains 48701 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27810 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 50728 members 
Mstep: Class 27 contains 50711 members 
Mstep: Class 28 contains 2254 members 
Mstep: Class 29 contains 51943 members 
Mstep: Class 30 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149808.000000 Penalty: 100613.093750
Iteration 362Q: 31 clusters Score -1.371498e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 50565 members 
Mstep: Class 3 contains 11342 members 
Mstep: Class 4 contains 40111 members 
Mstep: Class 5 contains 23353 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16118 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 39441 members 
Mstep: Class 11 contains 46686 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55932 members 
Mstep: Class 14 contains 8337 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24807 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 42815 members 
Mstep: Class 19 contains 47919 members 
Mstep: Class 20 contains 5923 members 
Mstep: Class 21 contains 48685 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27683 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4987 members 
Mstep: Class 26 contains 50690 members 
Mstep: Class 27 contains 51003 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 51979 members 
Mstep: Class 30 contains 10969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137149808.000000 Penalty: 100613.093750
Iteration 363Q: 31 clusters Score -1.371498e+08 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 50599 members 
Mstep: Class 3 contains 11426 members 
Mstep: Class 4 contains 40004 members 
Mstep: Class 5 contains 23362 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16061 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 39293 members 
Mstep: Class 11 contains 46496 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56042 members 
Mstep: Class 14 contains 8305 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24797 members 
Mstep: Class 17 contains 25921 members 
Mstep: Class 18 contains 42704 members 
Mstep: Class 19 contains 47879 members 
Mstep: Class 20 contains 5917 members 
Mstep: Class 21 contains 48698 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27562 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4979 members 
Mstep: Class 26 contains 50654 members 
Mstep: Class 27 contains 51368 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 51998 members 
Mstep: Class 30 contains 11318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150416.000000 Penalty: 100613.093750
Iteration 364Q: 31 clusters Score -1.371504e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 50594 members 
Mstep: Class 3 contains 11511 members 
Mstep: Class 4 contains 39956 members 
Mstep: Class 5 contains 23368 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 16003 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 39147 members 
Mstep: Class 11 contains 46277 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56072 members 
Mstep: Class 14 contains 8272 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24786 members 
Mstep: Class 17 contains 25899 members 
Mstep: Class 18 contains 42627 members 
Mstep: Class 19 contains 47867 members 
Mstep: Class 20 contains 5916 members 
Mstep: Class 21 contains 48703 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27434 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 50621 members 
Mstep: Class 27 contains 51744 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 52026 members 
Mstep: Class 30 contains 11675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137150544.000000 Penalty: 100613.093750
Iteration 365Q: 31 clusters Score -1.371505e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 50601 members 
Mstep: Class 3 contains 11592 members 
Mstep: Class 4 contains 39909 members 
Mstep: Class 5 contains 23363 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 39026 members 
Mstep: Class 11 contains 46074 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 56009 members 
Mstep: Class 14 contains 8245 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24766 members 
Mstep: Class 17 contains 25880 members 
Mstep: Class 18 contains 42582 members 
Mstep: Class 19 contains 47810 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 48698 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27329 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 50600 members 
Mstep: Class 27 contains 52127 members 
Mstep: Class 28 contains 2253 members 
Mstep: Class 29 contains 52062 members 
Mstep: Class 30 contains 12059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151024.000000 Penalty: 100613.093750
Iteration 366Q: 31 clusters Score -1.37151e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 50625 members 
Mstep: Class 3 contains 11670 members 
Mstep: Class 4 contains 39864 members 
Mstep: Class 5 contains 23365 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15900 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 38888 members 
Mstep: Class 11 contains 45899 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55936 members 
Mstep: Class 14 contains 8235 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24745 members 
Mstep: Class 17 contains 25846 members 
Mstep: Class 18 contains 42523 members 
Mstep: Class 19 contains 47770 members 
Mstep: Class 20 contains 5906 members 
Mstep: Class 21 contains 48685 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27228 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4968 members 
Mstep: Class 26 contains 50585 members 
Mstep: Class 27 contains 52502 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 52106 members 
Mstep: Class 30 contains 12433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151152.000000 Penalty: 100613.093750
Iteration 367Q: 31 clusters Score -1.371512e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51351 members 
Mstep: Class 2 contains 50621 members 
Mstep: Class 3 contains 11762 members 
Mstep: Class 4 contains 39797 members 
Mstep: Class 5 contains 23357 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15855 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 38780 members 
Mstep: Class 11 contains 45721 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55834 members 
Mstep: Class 14 contains 8204 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24723 members 
Mstep: Class 17 contains 25818 members 
Mstep: Class 18 contains 42456 members 
Mstep: Class 19 contains 47742 members 
Mstep: Class 20 contains 5904 members 
Mstep: Class 21 contains 48668 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27142 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4963 members 
Mstep: Class 26 contains 50643 members 
Mstep: Class 27 contains 52804 members 
Mstep: Class 28 contains 2252 members 
Mstep: Class 29 contains 52116 members 
Mstep: Class 30 contains 12845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151440.000000 Penalty: 100613.093750
Iteration 368Q: 31 clusters Score -1.371514e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 50669 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 39749 members 
Mstep: Class 5 contains 23354 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 38681 members 
Mstep: Class 11 contains 45559 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55738 members 
Mstep: Class 14 contains 8168 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24699 members 
Mstep: Class 17 contains 25803 members 
Mstep: Class 18 contains 42397 members 
Mstep: Class 19 contains 47725 members 
Mstep: Class 20 contains 5899 members 
Mstep: Class 21 contains 48670 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 27029 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4952 members 
Mstep: Class 26 contains 50638 members 
Mstep: Class 27 contains 53080 members 
Mstep: Class 28 contains 2251 members 
Mstep: Class 29 contains 52120 members 
Mstep: Class 30 contains 13267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151728.000000 Penalty: 100613.093750
Iteration 369Q: 31 clusters Score -1.371517e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 50677 members 
Mstep: Class 3 contains 11981 members 
Mstep: Class 4 contains 39705 members 
Mstep: Class 5 contains 23359 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15731 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 38607 members 
Mstep: Class 11 contains 45302 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55641 members 
Mstep: Class 14 contains 8138 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24694 members 
Mstep: Class 17 contains 25792 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 47688 members 
Mstep: Class 20 contains 5894 members 
Mstep: Class 21 contains 48660 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26921 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4948 members 
Mstep: Class 26 contains 50596 members 
Mstep: Class 27 contains 53377 members 
Mstep: Class 28 contains 2249 members 
Mstep: Class 29 contains 52172 members 
Mstep: Class 30 contains 13694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151808.000000 Penalty: 100613.093750
Iteration 370Q: 31 clusters Score -1.371518e+08 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 50698 members 
Mstep: Class 3 contains 12094 members 
Mstep: Class 4 contains 39657 members 
Mstep: Class 5 contains 23360 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15669 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 38520 members 
Mstep: Class 11 contains 45099 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55497 members 
Mstep: Class 14 contains 8106 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24691 members 
Mstep: Class 17 contains 25786 members 
Mstep: Class 18 contains 42326 members 
Mstep: Class 19 contains 47628 members 
Mstep: Class 20 contains 5883 members 
Mstep: Class 21 contains 48667 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26827 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4942 members 
Mstep: Class 26 contains 50556 members 
Mstep: Class 27 contains 53620 members 
Mstep: Class 28 contains 2247 members 
Mstep: Class 29 contains 52262 members 
Mstep: Class 30 contains 14107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151792.000000 Penalty: 100613.093750
Iteration 371Q: 31 clusters Score -1.371518e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 50688 members 
Mstep: Class 3 contains 12198 members 
Mstep: Class 4 contains 39625 members 
Mstep: Class 5 contains 23359 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 38453 members 
Mstep: Class 11 contains 44892 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55309 members 
Mstep: Class 14 contains 8071 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24678 members 
Mstep: Class 17 contains 25771 members 
Mstep: Class 18 contains 42284 members 
Mstep: Class 19 contains 47596 members 
Mstep: Class 20 contains 5874 members 
Mstep: Class 21 contains 48664 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26733 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4935 members 
Mstep: Class 26 contains 50497 members 
Mstep: Class 27 contains 53847 members 
Mstep: Class 28 contains 2247 members 
Mstep: Class 29 contains 52372 members 
Mstep: Class 30 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137151872.000000 Penalty: 100613.093750
Iteration 372Q: 31 clusters Score -1.371519e+08 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 50645 members 
Mstep: Class 3 contains 12304 members 
Mstep: Class 4 contains 39596 members 
Mstep: Class 5 contains 23356 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15558 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 38367 members 
Mstep: Class 11 contains 44673 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 55126 members 
Mstep: Class 14 contains 8025 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24676 members 
Mstep: Class 17 contains 25747 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 47557 members 
Mstep: Class 20 contains 5871 members 
Mstep: Class 21 contains 48649 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26646 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4923 members 
Mstep: Class 26 contains 50509 members 
Mstep: Class 27 contains 54046 members 
Mstep: Class 28 contains 2247 members 
Mstep: Class 29 contains 52441 members 
Mstep: Class 30 contains 15078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152528.000000 Penalty: 100613.093750
Iteration 373Q: 31 clusters Score -1.371525e+08 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 50587 members 
Mstep: Class 3 contains 12412 members 
Mstep: Class 4 contains 39561 members 
Mstep: Class 5 contains 23344 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15512 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 38284 members 
Mstep: Class 11 contains 44464 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54962 members 
Mstep: Class 14 contains 7972 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24665 members 
Mstep: Class 17 contains 25731 members 
Mstep: Class 18 contains 42201 members 
Mstep: Class 19 contains 47536 members 
Mstep: Class 20 contains 5867 members 
Mstep: Class 21 contains 48640 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26545 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4915 members 
Mstep: Class 26 contains 50547 members 
Mstep: Class 27 contains 54189 members 
Mstep: Class 28 contains 2245 members 
Mstep: Class 29 contains 52518 members 
Mstep: Class 30 contains 15598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152400.000000 Penalty: 100613.093750
Iteration 374Q: 31 clusters Score -1.371524e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 50567 members 
Mstep: Class 3 contains 12517 members 
Mstep: Class 4 contains 39521 members 
Mstep: Class 5 contains 23345 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15464 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 38200 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54840 members 
Mstep: Class 14 contains 7924 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24658 members 
Mstep: Class 17 contains 25711 members 
Mstep: Class 18 contains 42149 members 
Mstep: Class 19 contains 47537 members 
Mstep: Class 20 contains 5857 members 
Mstep: Class 21 contains 48620 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26440 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4902 members 
Mstep: Class 26 contains 50566 members 
Mstep: Class 27 contains 54276 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 52616 members 
Mstep: Class 30 contains 16127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137152848.000000 Penalty: 100613.093750
Iteration 375Q: 31 clusters Score -1.371528e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 50497 members 
Mstep: Class 3 contains 12624 members 
Mstep: Class 4 contains 39478 members 
Mstep: Class 5 contains 23338 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15412 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 38097 members 
Mstep: Class 11 contains 44052 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54697 members 
Mstep: Class 14 contains 7872 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24654 members 
Mstep: Class 17 contains 25690 members 
Mstep: Class 18 contains 42083 members 
Mstep: Class 19 contains 47533 members 
Mstep: Class 20 contains 5852 members 
Mstep: Class 21 contains 48613 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26334 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4891 members 
Mstep: Class 26 contains 50586 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 52753 members 
Mstep: Class 30 contains 16674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153008.000000 Penalty: 100613.093750
Iteration 376Q: 31 clusters Score -1.37153e+08 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 50453 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 39433 members 
Mstep: Class 5 contains 23333 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15358 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 38001 members 
Mstep: Class 11 contains 43822 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54603 members 
Mstep: Class 14 contains 7810 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24640 members 
Mstep: Class 17 contains 25663 members 
Mstep: Class 18 contains 41996 members 
Mstep: Class 19 contains 47533 members 
Mstep: Class 20 contains 5838 members 
Mstep: Class 21 contains 48599 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26222 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 50580 members 
Mstep: Class 27 contains 54467 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 52867 members 
Mstep: Class 30 contains 17226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153216.000000 Penalty: 100613.093750
Iteration 377Q: 31 clusters Score -1.371532e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 50450 members 
Mstep: Class 3 contains 12844 members 
Mstep: Class 4 contains 39394 members 
Mstep: Class 5 contains 23327 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15290 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 37905 members 
Mstep: Class 11 contains 43594 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54507 members 
Mstep: Class 14 contains 7764 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24623 members 
Mstep: Class 17 contains 25638 members 
Mstep: Class 18 contains 41935 members 
Mstep: Class 19 contains 47519 members 
Mstep: Class 20 contains 5827 members 
Mstep: Class 21 contains 48579 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26116 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4882 members 
Mstep: Class 26 contains 50577 members 
Mstep: Class 27 contains 54525 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 52929 members 
Mstep: Class 30 contains 17797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153872.000000 Penalty: 100613.093750
Iteration 378Q: 31 clusters Score -1.371539e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 50429 members 
Mstep: Class 3 contains 12965 members 
Mstep: Class 4 contains 39348 members 
Mstep: Class 5 contains 23317 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15224 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 37803 members 
Mstep: Class 11 contains 43360 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54415 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24616 members 
Mstep: Class 17 contains 25613 members 
Mstep: Class 18 contains 41843 members 
Mstep: Class 19 contains 47518 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 48559 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 26010 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4880 members 
Mstep: Class 26 contains 50599 members 
Mstep: Class 27 contains 54619 members 
Mstep: Class 28 contains 2244 members 
Mstep: Class 29 contains 52928 members 
Mstep: Class 30 contains 18379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153696.000000 Penalty: 100613.093750
Iteration 379Q: 31 clusters Score -1.371537e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 50426 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 39290 members 
Mstep: Class 5 contains 23300 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15162 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 37718 members 
Mstep: Class 11 contains 43106 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54412 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24613 members 
Mstep: Class 17 contains 25578 members 
Mstep: Class 18 contains 41763 members 
Mstep: Class 19 contains 47500 members 
Mstep: Class 20 contains 5802 members 
Mstep: Class 21 contains 48542 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25887 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4876 members 
Mstep: Class 26 contains 50593 members 
Mstep: Class 27 contains 54703 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 52946 members 
Mstep: Class 30 contains 18963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137153856.000000 Penalty: 100613.093750
Iteration 380F: 31 clusters Score -1.371539e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 50394 members 
Mstep: Class 3 contains 13213 members 
Mstep: Class 4 contains 39221 members 
Mstep: Class 5 contains 23275 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15092 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 37649 members 
Mstep: Class 11 contains 42660 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54332 members 
Mstep: Class 14 contains 7647 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 18 contains 41677 members 
Mstep: Class 19 contains 47478 members 
Mstep: Class 20 contains 5790 members 
Mstep: Class 21 contains 48539 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25766 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4871 members 
Mstep: Class 26 contains 50594 members 
Mstep: Class 27 contains 54904 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 52960 members 
Mstep: Class 30 contains 19731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154048.000000 Penalty: 100613.093750
Iteration 381Q: 31 clusters Score -1.37154e+08 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 50318 members 
Mstep: Class 3 contains 13350 members 
Mstep: Class 4 contains 39177 members 
Mstep: Class 5 contains 23257 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 15022 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 37557 members 
Mstep: Class 11 contains 42244 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 54154 members 
Mstep: Class 14 contains 7593 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24570 members 
Mstep: Class 17 contains 25512 members 
Mstep: Class 18 contains 41611 members 
Mstep: Class 19 contains 47470 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 48518 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25675 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4873 members 
Mstep: Class 26 contains 50597 members 
Mstep: Class 27 contains 55120 members 
Mstep: Class 28 contains 2243 members 
Mstep: Class 29 contains 52994 members 
Mstep: Class 30 contains 20532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154448.000000 Penalty: 100613.093750
Iteration 382Q: 31 clusters Score -1.371544e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 50216 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 39137 members 
Mstep: Class 5 contains 23248 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14955 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 37444 members 
Mstep: Class 11 contains 41859 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24542 members 
Mstep: Class 17 contains 25470 members 
Mstep: Class 18 contains 41526 members 
Mstep: Class 19 contains 47468 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 48502 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25578 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4869 members 
Mstep: Class 26 contains 50690 members 
Mstep: Class 27 contains 55272 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52990 members 
Mstep: Class 30 contains 21336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154528.000000 Penalty: 100613.093750
Iteration 383Q: 31 clusters Score -1.371545e+08 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 50186 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 39063 members 
Mstep: Class 5 contains 23234 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 37336 members 
Mstep: Class 11 contains 41558 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53818 members 
Mstep: Class 14 contains 7491 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 25430 members 
Mstep: Class 18 contains 41414 members 
Mstep: Class 19 contains 47458 members 
Mstep: Class 20 contains 5763 members 
Mstep: Class 21 contains 48476 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25475 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 50827 members 
Mstep: Class 27 contains 55290 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52994 members 
Mstep: Class 30 contains 22155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137154672.000000 Penalty: 100613.093750
Iteration 384Q: 31 clusters Score -1.371547e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 50167 members 
Mstep: Class 3 contains 13825 members 
Mstep: Class 4 contains 38995 members 
Mstep: Class 5 contains 23219 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14812 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 37192 members 
Mstep: Class 11 contains 41173 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53629 members 
Mstep: Class 14 contains 7451 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24500 members 
Mstep: Class 17 contains 25408 members 
Mstep: Class 18 contains 41315 members 
Mstep: Class 19 contains 47422 members 
Mstep: Class 20 contains 5748 members 
Mstep: Class 21 contains 48434 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25362 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4862 members 
Mstep: Class 26 contains 51013 members 
Mstep: Class 27 contains 55327 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52988 members 
Mstep: Class 30 contains 23086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155056.000000 Penalty: 100613.093750
Iteration 385Q: 31 clusters Score -1.371551e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 50228 members 
Mstep: Class 3 contains 13957 members 
Mstep: Class 4 contains 38916 members 
Mstep: Class 5 contains 23196 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 37043 members 
Mstep: Class 11 contains 40720 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53366 members 
Mstep: Class 14 contains 7413 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24486 members 
Mstep: Class 17 contains 25377 members 
Mstep: Class 18 contains 41213 members 
Mstep: Class 19 contains 47396 members 
Mstep: Class 20 contains 5739 members 
Mstep: Class 21 contains 48405 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25277 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4864 members 
Mstep: Class 26 contains 51102 members 
Mstep: Class 27 contains 55451 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52972 members 
Mstep: Class 30 contains 24072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155200.000000 Penalty: 100613.093750
Iteration 386Q: 31 clusters Score -1.371552e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 50275 members 
Mstep: Class 3 contains 14084 members 
Mstep: Class 4 contains 38815 members 
Mstep: Class 5 contains 23175 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14663 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 40219 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 53029 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24458 members 
Mstep: Class 17 contains 25347 members 
Mstep: Class 18 contains 41141 members 
Mstep: Class 19 contains 47368 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 48383 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25177 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4876 members 
Mstep: Class 26 contains 51176 members 
Mstep: Class 27 contains 55649 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52961 members 
Mstep: Class 30 contains 25075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155440.000000 Penalty: 100613.093750
Iteration 387Q: 31 clusters Score -1.371554e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 50339 members 
Mstep: Class 3 contains 14223 members 
Mstep: Class 4 contains 38725 members 
Mstep: Class 5 contains 23150 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 36783 members 
Mstep: Class 11 contains 39623 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52764 members 
Mstep: Class 14 contains 7358 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24459 members 
Mstep: Class 17 contains 25317 members 
Mstep: Class 18 contains 41036 members 
Mstep: Class 19 contains 47333 members 
Mstep: Class 20 contains 5731 members 
Mstep: Class 21 contains 48373 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 25047 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4872 members 
Mstep: Class 26 contains 51215 members 
Mstep: Class 27 contains 55787 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52930 members 
Mstep: Class 30 contains 26160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137155968.000000 Penalty: 100613.093750
Iteration 388Q: 31 clusters Score -1.37156e+08 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 50363 members 
Mstep: Class 3 contains 14386 members 
Mstep: Class 4 contains 38639 members 
Mstep: Class 5 contains 23122 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14531 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 36669 members 
Mstep: Class 11 contains 38965 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52571 members 
Mstep: Class 14 contains 7331 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24459 members 
Mstep: Class 17 contains 25294 members 
Mstep: Class 18 contains 40921 members 
Mstep: Class 19 contains 47322 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 48358 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24916 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4861 members 
Mstep: Class 26 contains 51159 members 
Mstep: Class 27 contains 55964 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52869 members 
Mstep: Class 30 contains 27259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156032.000000 Penalty: 100613.093750
Iteration 389Q: 31 clusters Score -1.37156e+08 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 50340 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 4 contains 38560 members 
Mstep: Class 5 contains 23101 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14440 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 36553 members 
Mstep: Class 11 contains 38168 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52458 members 
Mstep: Class 14 contains 7311 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25269 members 
Mstep: Class 18 contains 40813 members 
Mstep: Class 19 contains 47295 members 
Mstep: Class 20 contains 5717 members 
Mstep: Class 21 contains 48344 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24772 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4846 members 
Mstep: Class 26 contains 51104 members 
Mstep: Class 27 contains 56077 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52846 members 
Mstep: Class 30 contains 28466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156368.000000 Penalty: 100613.093750
Iteration 390Q: 31 clusters Score -1.371564e+08 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 50265 members 
Mstep: Class 3 contains 14738 members 
Mstep: Class 4 contains 38475 members 
Mstep: Class 5 contains 23089 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14357 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 36454 members 
Mstep: Class 11 contains 37257 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52344 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24456 members 
Mstep: Class 17 contains 25247 members 
Mstep: Class 18 contains 40685 members 
Mstep: Class 19 contains 47285 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 48342 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24636 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 51053 members 
Mstep: Class 27 contains 56202 members 
Mstep: Class 28 contains 2242 members 
Mstep: Class 29 contains 52861 members 
Mstep: Class 30 contains 29799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156192.000000 Penalty: 100613.093750
Iteration 391Q: 31 clusters Score -1.371562e+08 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51846 members 
Mstep: Class 2 contains 50169 members 
Mstep: Class 3 contains 14972 members 
Mstep: Class 4 contains 38408 members 
Mstep: Class 5 contains 23078 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14259 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 36324 members 
Mstep: Class 11 contains 36235 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52230 members 
Mstep: Class 14 contains 7261 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24438 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 40566 members 
Mstep: Class 19 contains 47234 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 48322 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24475 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4824 members 
Mstep: Class 26 contains 51105 members 
Mstep: Class 27 contains 56333 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 52866 members 
Mstep: Class 30 contains 31247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137156864.000000 Penalty: 100613.093750
Iteration 392Q: 31 clusters Score -1.371569e+08 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 50123 members 
Mstep: Class 3 contains 15221 members 
Mstep: Class 4 contains 38319 members 
Mstep: Class 5 contains 23070 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14158 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 36174 members 
Mstep: Class 11 contains 35179 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52108 members 
Mstep: Class 14 contains 7233 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24437 members 
Mstep: Class 17 contains 25225 members 
Mstep: Class 18 contains 40404 members 
Mstep: Class 19 contains 47176 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 48316 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24320 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4817 members 
Mstep: Class 26 contains 51182 members 
Mstep: Class 27 contains 56536 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 52845 members 
Mstep: Class 30 contains 32674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157184.000000 Penalty: 100613.093750
Iteration 393Q: 31 clusters Score -1.371572e+08 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 50153 members 
Mstep: Class 3 contains 15489 members 
Mstep: Class 4 contains 38238 members 
Mstep: Class 5 contains 23047 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14089 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2279 members 
Mstep: Class 10 contains 36030 members 
Mstep: Class 11 contains 34293 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51960 members 
Mstep: Class 14 contains 7204 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24448 members 
Mstep: Class 17 contains 25202 members 
Mstep: Class 18 contains 40211 members 
Mstep: Class 19 contains 47117 members 
Mstep: Class 20 contains 5689 members 
Mstep: Class 21 contains 48300 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24157 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4812 members 
Mstep: Class 26 contains 51298 members 
Mstep: Class 27 contains 56711 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 52783 members 
Mstep: Class 30 contains 33951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157184.000000 Penalty: 100613.093750
Iteration 394Q: 31 clusters Score -1.371572e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 50164 members 
Mstep: Class 3 contains 15807 members 
Mstep: Class 4 contains 38187 members 
Mstep: Class 5 contains 23037 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 14013 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 35893 members 
Mstep: Class 11 contains 33692 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51878 members 
Mstep: Class 14 contains 7175 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24457 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 39992 members 
Mstep: Class 19 contains 47061 members 
Mstep: Class 20 contains 5683 members 
Mstep: Class 21 contains 48267 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 24019 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 51406 members 
Mstep: Class 27 contains 56767 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 52690 members 
Mstep: Class 30 contains 34968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157376.000000 Penalty: 100613.093750
Iteration 395Q: 31 clusters Score -1.371574e+08 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 50154 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 38157 members 
Mstep: Class 5 contains 23028 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13939 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 35798 members 
Mstep: Class 11 contains 33363 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51704 members 
Mstep: Class 14 contains 7155 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24463 members 
Mstep: Class 17 contains 25147 members 
Mstep: Class 18 contains 39806 members 
Mstep: Class 19 contains 47031 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 48243 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23877 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 51467 members 
Mstep: Class 27 contains 56829 members 
Mstep: Class 28 contains 2241 members 
Mstep: Class 29 contains 52589 members 
Mstep: Class 30 contains 35773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137157632.000000 Penalty: 100613.093750
Iteration 396Q: 31 clusters Score -1.371576e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 50128 members 
Mstep: Class 3 contains 16470 members 
Mstep: Class 4 contains 38100 members 
Mstep: Class 5 contains 23014 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13864 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 35698 members 
Mstep: Class 11 contains 33211 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51598 members 
Mstep: Class 14 contains 7125 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24458 members 
Mstep: Class 17 contains 25125 members 
Mstep: Class 18 contains 39617 members 
Mstep: Class 19 contains 47029 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 48221 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23736 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 51533 members 
Mstep: Class 27 contains 56876 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52472 members 
Mstep: Class 30 contains 36335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158032.000000 Penalty: 100613.093750
Iteration 397Q: 31 clusters Score -1.37158e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 50134 members 
Mstep: Class 3 contains 16774 members 
Mstep: Class 4 contains 38065 members 
Mstep: Class 5 contains 22992 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13801 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 35581 members 
Mstep: Class 11 contains 33155 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51550 members 
Mstep: Class 14 contains 7101 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24455 members 
Mstep: Class 17 contains 25114 members 
Mstep: Class 18 contains 39416 members 
Mstep: Class 19 contains 46989 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 48203 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23611 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 51582 members 
Mstep: Class 27 contains 56907 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 52364 members 
Mstep: Class 30 contains 36768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158640.000000 Penalty: 100613.093750
Iteration 398Q: 31 clusters Score -1.371586e+08 nChanged 3063
Entering ConstructFrom: 
Score: -137158640.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (52106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Entering Unmasked Estep 
Score: -9823058.000000 Penalty: 2693.536865
	Iteration 0F: 2 clusters Score -9823058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -9792014.000000 Penalty: 5387.073730
	Iteration 0F: 3 clusters Score -9792014 nChanged 24208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -9805320.000000 Penalty: 5387.073730
	Iteration 1F: 3 clusters Score -9805320 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9805924.000000 Penalty: 5387.073730
	Iteration 2Q: 3 clusters Score -9805924 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -9806546.000000 Penalty: 5387.073730
	Iteration 3Q: 3 clusters Score -9806546 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -9807371.000000 Penalty: 5387.073730
	Iteration 4Q: 3 clusters Score -9807371 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -9808433.000000 Penalty: 5387.073730
	Iteration 5Q: 3 clusters Score -9808433 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -9810130.000000 Penalty: 5387.073730
	Iteration 6F: 3 clusters Score -9810130 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9812557.000000 Penalty: 5387.073730
	Iteration 7F: 3 clusters Score -9812557 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -9815524.000000 Penalty: 5387.073730
	Iteration 8F: 3 clusters Score -9815524 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -9818139.000000 Penalty: 5387.073730
	Iteration 9F: 3 clusters Score -9818139 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -9820111.000000 Penalty: 5387.073730
	Iteration 10Q: 3 clusters Score -9820111 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 37779 members 
Entering Unmasked Estep 
Score: -9821182.000000 Penalty: 5387.073730
	Iteration 11Q: 3 clusters Score -9821182 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -9821750.000000 Penalty: 5387.073730
	Iteration 12Q: 3 clusters Score -9821750 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -9822057.000000 Penalty: 5387.073730
	Iteration 13Q: 3 clusters Score -9822057 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -9822338.000000 Penalty: 5387.073730
	Iteration 14Q: 3 clusters Score -9822338 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -9822596.000000 Penalty: 5387.073730
	Iteration 15Q: 3 clusters Score -9822596 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -9822818.000000 Penalty: 5387.073730
	Iteration 16Q: 3 clusters Score -9822818 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -9822960.000000 Penalty: 5387.073730
	Iteration 17Q: 3 clusters Score -9822960 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -9823053.000000 Penalty: 5387.073730
	Iteration 18Q: 3 clusters Score -9823053 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -9823051.000000 Penalty: 5387.073730
	Iteration 19Q: 3 clusters Score -9823051 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -9823107.000000 Penalty: 5387.073730
	Iteration 20F: 3 clusters Score -9823107 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9823071.000000 Penalty: 5387.073730
	Iteration 21Q: 3 clusters Score -9823071 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9823073.000000 Penalty: 5387.073730
	Iteration 22Q: 3 clusters Score -9823073 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -9822882.000000 Penalty: 5387.073730
	Iteration 23Q: 3 clusters Score -9822882 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -9822612.000000 Penalty: 5387.073730
	Iteration 24Q: 3 clusters Score -9822612 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -9822431.000000 Penalty: 5387.073730
	Iteration 25Q: 3 clusters Score -9822431 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 46496 members 
Entering Unmasked Estep 
Score: -9822256.000000 Penalty: 5387.073730
	Iteration 26Q: 3 clusters Score -9822256 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -9822128.000000 Penalty: 5387.073730
	Iteration 27Q: 3 clusters Score -9822128 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 47758 members 
Entering Unmasked Estep 
Score: -9822228.000000 Penalty: 5387.073730
	Iteration 28Q: 3 clusters Score -9822228 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9822223.000000 Penalty: 5387.073730
	Iteration 29Q: 3 clusters Score -9822223 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9822330.000000 Penalty: 5387.073730
	Iteration 30Q: 3 clusters Score -9822330 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -9822393.000000 Penalty: 5387.073730
	Iteration 31Q: 3 clusters Score -9822393 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -9822375.000000 Penalty: 5387.073730
	Iteration 32Q: 3 clusters Score -9822375 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 48995 members 
Entering Unmasked Estep 
Score: -9822370.000000 Penalty: 5387.073730
	Iteration 33Q: 3 clusters Score -9822370 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 49102 members 
Entering Unmasked Estep 
Score: -9822277.000000 Penalty: 5387.073730
	Iteration 34Q: 3 clusters Score -9822277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -9822294.000000 Penalty: 5387.073730
	Iteration 35Q: 3 clusters Score -9822294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -9822302.000000 Penalty: 5387.073730
	Iteration 36Q: 3 clusters Score -9822302 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -9822252.000000 Penalty: 5387.073730
	Iteration 37Q: 3 clusters Score -9822252 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -9822211.000000 Penalty: 5387.073730
	Iteration 38Q: 3 clusters Score -9822211 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 49552 members 
Entering Unmasked Estep 
Score: -9822176.000000 Penalty: 5387.073730
	Iteration 39Q: 3 clusters Score -9822176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9822171.000000 Penalty: 5387.073730
	Iteration 40F: 3 clusters Score -9822171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9822167.000000 Penalty: 5387.073730
	Iteration 41Q: 3 clusters Score -9822167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -9822143.000000 Penalty: 5387.073730
	Iteration 42Q: 3 clusters Score -9822143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -9822150.000000 Penalty: 5387.073730
	Iteration 43Q: 3 clusters Score -9822150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -9822120.000000 Penalty: 5387.073730
	Iteration 44Q: 3 clusters Score -9822120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9822125.000000 Penalty: 5387.073730
	Iteration 45Q: 3 clusters Score -9822125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -9822114.000000 Penalty: 5387.073730
	Iteration 46Q: 3 clusters Score -9822114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -9822116.000000 Penalty: 5387.073730
	Iteration 47Q: 3 clusters Score -9822116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -9822126.000000 Penalty: 5387.073730
	Iteration 48Q: 3 clusters Score -9822126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -9822136.000000 Penalty: 5387.073730
	Iteration 49Q: 3 clusters Score -9822136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -9822119.000000 Penalty: 5387.073730
	Iteration 50Q: 3 clusters Score -9822119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -9822130.000000 Penalty: 5387.073730
	Iteration 51Q: 3 clusters Score -9822130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -9822116.000000 Penalty: 5387.073730
	Iteration 52Q: 3 clusters Score -9822116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -9822093.000000 Penalty: 5387.073730
	Iteration 53Q: 3 clusters Score -9822093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -9822093.000000 Penalty: 5387.073730
	Iteration 54Q: 3 clusters Score -9822093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 50025 members 
Entering Unmasked Estep 
Score: -9822099.000000 Penalty: 5387.073730
	Iteration 55Q: 3 clusters Score -9822099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9822116.000000 Penalty: 5387.073730
	Iteration 56Q: 3 clusters Score -9822116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9822112.000000 Penalty: 5387.073730
	Iteration 57Q: 3 clusters Score -9822112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -9822108.000000 Penalty: 5387.073730
	Iteration 58Q: 3 clusters Score -9822108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -9822100.000000 Penalty: 5387.073730
	Iteration 59Q: 3 clusters Score -9822100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 50042 members 
Entering Unmasked Estep 
Score: -9822099.000000 Penalty: 5387.073730
	Iteration 60F: 3 clusters Score -9822099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -9822091.000000 Penalty: 5387.073730
	Iteration 61Q: 3 clusters Score -9822091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -9822104.000000 Penalty: 5387.073730
	Iteration 62Q: 3 clusters Score -9822104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 50055 members 
Entering Unmasked Estep 
Score: -9822098.000000 Penalty: 5387.073730
	Iteration 63Q: 3 clusters Score -9822098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -9822100.000000 Penalty: 5387.073730
	Iteration 64Q: 3 clusters Score -9822100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 50056 members 
Entering Unmasked Estep 
Score: -9822100.000000 Penalty: 5387.073730
	Iteration 65F: 3 clusters Score -9822100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50149 members 
Entering Unmasked Estep 
Score: -9448986.000000 Penalty: 2684.042969
	Iteration 0F: 2 clusters Score -9448986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -9417785.000000 Penalty: 5368.085938
	Iteration 0F: 3 clusters Score -9417785 nChanged 23241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -9430518.000000 Penalty: 5368.085938
	Iteration 1F: 3 clusters Score -9430518 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -9431100.000000 Penalty: 5368.085938
	Iteration 2Q: 3 clusters Score -9431100 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -9431736.000000 Penalty: 5368.085938
	Iteration 3Q: 3 clusters Score -9431736 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9432430.000000 Penalty: 5368.085938
	Iteration 4Q: 3 clusters Score -9432430 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -9433263.000000 Penalty: 5368.085938
	Iteration 5Q: 3 clusters Score -9433263 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -9434321.000000 Penalty: 5368.085938
	Iteration 6Q: 3 clusters Score -9434321 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -9435789.000000 Penalty: 5368.085938
	Iteration 7F: 3 clusters Score -9435789 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -9437704.000000 Penalty: 5368.085938
	Iteration 8F: 3 clusters Score -9437704 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -9439621.000000 Penalty: 5368.085938
	Iteration 9F: 3 clusters Score -9439621 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -9441115.000000 Penalty: 5368.085938
	Iteration 10Q: 3 clusters Score -9441115 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -9442177.000000 Penalty: 5368.085938
	Iteration 11Q: 3 clusters Score -9442177 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -9442834.000000 Penalty: 5368.085938
	Iteration 12Q: 3 clusters Score -9442834 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -9443304.000000 Penalty: 5368.085938
	Iteration 13Q: 3 clusters Score -9443304 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -9443770.000000 Penalty: 5368.085938
	Iteration 14Q: 3 clusters Score -9443770 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -9444297.000000 Penalty: 5368.085938
	Iteration 15Q: 3 clusters Score -9444297 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -9444776.000000 Penalty: 5368.085938
	Iteration 16Q: 3 clusters Score -9444776 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9445235.000000 Penalty: 5368.085938
	Iteration 17Q: 3 clusters Score -9445235 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -9445446.000000 Penalty: 5368.085938
	Iteration 18Q: 3 clusters Score -9445446 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9445660.000000 Penalty: 5368.085938
	Iteration 19Q: 3 clusters Score -9445660 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -9445849.000000 Penalty: 5368.085938
	Iteration 20F: 3 clusters Score -9445849 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9446209.000000 Penalty: 5368.085938
	Iteration 21Q: 3 clusters Score -9446209 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -9446661.000000 Penalty: 5368.085938
	Iteration 22Q: 3 clusters Score -9446661 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48925 members 
Entering Unmasked Estep 
Score: -9446802.000000 Penalty: 5368.085938
	Iteration 23Q: 3 clusters Score -9446802 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -9446891.000000 Penalty: 5368.085938
	Iteration 24Q: 3 clusters Score -9446891 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -9446927.000000 Penalty: 5368.085938
	Iteration 25Q: 3 clusters Score -9446927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -9446951.000000 Penalty: 5368.085938
	Iteration 26Q: 3 clusters Score -9446951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -9446942.000000 Penalty: 5368.085938
	Iteration 27Q: 3 clusters Score -9446942 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -9446947.000000 Penalty: 5368.085938
	Iteration 28Q: 3 clusters Score -9446947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -9446966.000000 Penalty: 5368.085938
	Iteration 29Q: 3 clusters Score -9446966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9446951.000000 Penalty: 5368.085938
	Iteration 30Q: 3 clusters Score -9446951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -9446972.000000 Penalty: 5368.085938
	Iteration 31Q: 3 clusters Score -9446972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9446979.000000 Penalty: 5368.085938
	Iteration 32Q: 3 clusters Score -9446979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9447001.000000 Penalty: 5368.085938
	Iteration 33Q: 3 clusters Score -9447001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -9447004.000000 Penalty: 5368.085938
	Iteration 34Q: 3 clusters Score -9447004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -9447003.000000 Penalty: 5368.085938
	Iteration 35Q: 3 clusters Score -9447003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9446995.000000 Penalty: 5368.085938
	Iteration 36Q: 3 clusters Score -9446995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9447001.000000 Penalty: 5368.085938
	Iteration 37Q: 3 clusters Score -9447001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9447006.000000 Penalty: 5368.085938
	Iteration 38Q: 3 clusters Score -9447006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9447008.000000 Penalty: 5368.085938
	Iteration 39Q: 3 clusters Score -9447008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9446995.000000 Penalty: 5368.085938
	Iteration 40F: 3 clusters Score -9446995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9446995.000000 Penalty: 5368.085938
	Iteration 41Q: 3 clusters Score -9446995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9447000.000000 Penalty: 5368.085938
	Iteration 42Q: 3 clusters Score -9447000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9446999.000000 Penalty: 5368.085938
	Iteration 43Q: 3 clusters Score -9446999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -9446990.000000 Penalty: 5368.085938
	Iteration 44Q: 3 clusters Score -9446990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -9446997.000000 Penalty: 5368.085938
	Iteration 45Q: 3 clusters Score -9446997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -9446994.000000 Penalty: 5368.085938
	Iteration 46Q: 3 clusters Score -9446994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -9446996.000000 Penalty: 5368.085938
	Iteration 47Q: 3 clusters Score -9446996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9446998.000000 Penalty: 5368.085938
	Iteration 48Q: 3 clusters Score -9446998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9446998.000000 Penalty: 5368.085938
	Iteration 49F: 3 clusters Score -9446998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -3188214.750000 Penalty: 2416.997070
	Iteration 0F: 2 clusters Score -3188215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3176007.250000 Penalty: 4833.994141
	Iteration 0F: 3 clusters Score -3176007 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3180034.000000 Penalty: 4833.994141
	Iteration 1F: 3 clusters Score -3180034 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3180350.000000 Penalty: 4833.994141
	Iteration 2F: 3 clusters Score -3180350 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -3180593.500000 Penalty: 4833.994141
	Iteration 3Q: 3 clusters Score -3180594 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -3180783.500000 Penalty: 4833.994141
	Iteration 4Q: 3 clusters Score -3180784 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -3180957.250000 Penalty: 4833.994141
	Iteration 5Q: 3 clusters Score -3180957 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3181132.750000 Penalty: 4833.994141
	Iteration 6Q: 3 clusters Score -3181133 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3181363.250000 Penalty: 4833.994141
	Iteration 7Q: 3 clusters Score -3181363 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3181743.000000 Penalty: 4833.994141
	Iteration 8Q: 3 clusters Score -3181743 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -3182294.750000 Penalty: 4833.994141
	Iteration 9Q: 3 clusters Score -3182295 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3183080.500000 Penalty: 4833.994141
	Iteration 10F: 3 clusters Score -3183080 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3184024.000000 Penalty: 4833.994141
	Iteration 11F: 3 clusters Score -3184024 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3184950.500000 Penalty: 4833.994141
	Iteration 12F: 3 clusters Score -3184950 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3185720.000000 Penalty: 4833.994141
	Iteration 13Q: 3 clusters Score -3185720 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3186299.750000 Penalty: 4833.994141
	Iteration 14Q: 3 clusters Score -3186300 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3186596.000000 Penalty: 4833.994141
	Iteration 15Q: 3 clusters Score -3186596 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3186714.000000 Penalty: 4833.994141
	Iteration 16Q: 3 clusters Score -3186714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3186775.000000 Penalty: 4833.994141
	Iteration 17Q: 3 clusters Score -3186775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3186820.500000 Penalty: 4833.994141
	Iteration 18Q: 3 clusters Score -3186820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -3186855.250000 Penalty: 4833.994141
	Iteration 19Q: 3 clusters Score -3186855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3186881.000000 Penalty: 4833.994141
	Iteration 20F: 3 clusters Score -3186881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3186887.250000 Penalty: 4833.994141
	Iteration 21Q: 3 clusters Score -3186887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3186890.000000 Penalty: 4833.994141
	Iteration 22Q: 3 clusters Score -3186890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3186900.250000 Penalty: 4833.994141
	Iteration 23Q: 3 clusters Score -3186900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3186902.250000 Penalty: 4833.994141
	Iteration 24Q: 3 clusters Score -3186902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3186906.500000 Penalty: 4833.994141
	Iteration 25Q: 3 clusters Score -3186906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -3186910.500000 Penalty: 4833.994141
	Iteration 26Q: 3 clusters Score -3186910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3186912.000000 Penalty: 4833.994141
	Iteration 27Q: 3 clusters Score -3186912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3186913.750000 Penalty: 4833.994141
	Iteration 28Q: 3 clusters Score -3186914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3186917.250000 Penalty: 4833.994141
	Iteration 29Q: 3 clusters Score -3186917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3186912.250000 Penalty: 4833.994141
	Iteration 30Q: 3 clusters Score -3186912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3186911.000000 Penalty: 4833.994141
	Iteration 31Q: 3 clusters Score -3186911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -3186913.500000 Penalty: 4833.994141
	Iteration 32Q: 3 clusters Score -3186914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3186914.750000 Penalty: 4833.994141
	Iteration 33Q: 3 clusters Score -3186915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3186913.250000 Penalty: 4833.994141
	Iteration 34Q: 3 clusters Score -3186913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3186914.250000 Penalty: 4833.994141
	Iteration 35Q: 3 clusters Score -3186914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3186913.250000 Penalty: 4833.994141
	Iteration 36Q: 3 clusters Score -3186913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3186910.500000 Penalty: 4833.994141
	Iteration 37Q: 3 clusters Score -3186910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3186910.500000 Penalty: 4833.994141
	Iteration 38F: 3 clusters Score -3186910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Entering Unmasked Estep 
Score: -7111245.500000 Penalty: 2615.264404
	Iteration 0F: 2 clusters Score -7111246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -7085435.000000 Penalty: 5230.528809
	Iteration 0F: 3 clusters Score -7085435 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -7094708.000000 Penalty: 5230.528809
	Iteration 1F: 3 clusters Score -7094708 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -7095134.500000 Penalty: 5230.528809
	Iteration 2Q: 3 clusters Score -7095134 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -7095508.500000 Penalty: 5230.528809
	Iteration 3Q: 3 clusters Score -7095508 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7095901.000000 Penalty: 5230.528809
	Iteration 4Q: 3 clusters Score -7095901 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -7096337.000000 Penalty: 5230.528809
	Iteration 5Q: 3 clusters Score -7096337 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7096923.500000 Penalty: 5230.528809
	Iteration 6Q: 3 clusters Score -7096924 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -7097617.500000 Penalty: 5230.528809
	Iteration 7Q: 3 clusters Score -7097618 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -7098476.000000 Penalty: 5230.528809
	Iteration 8Q: 3 clusters Score -7098476 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -7099361.000000 Penalty: 5230.528809
	Iteration 9Q: 3 clusters Score -7099361 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -7100396.000000 Penalty: 5230.528809
	Iteration 10Q: 3 clusters Score -7100396 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -7101523.500000 Penalty: 5230.528809
	Iteration 11Q: 3 clusters Score -7101524 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -7102631.000000 Penalty: 5230.528809
	Iteration 12Q: 3 clusters Score -7102631 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -7103570.500000 Penalty: 5230.528809
	Iteration 13Q: 3 clusters Score -7103570 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -7104269.000000 Penalty: 5230.528809
	Iteration 14Q: 3 clusters Score -7104269 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -7104810.500000 Penalty: 5230.528809
	Iteration 15Q: 3 clusters Score -7104810 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -7105181.500000 Penalty: 5230.528809
	Iteration 16Q: 3 clusters Score -7105182 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7105472.000000 Penalty: 5230.528809
	Iteration 17Q: 3 clusters Score -7105472 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -7105665.500000 Penalty: 5230.528809
	Iteration 18Q: 3 clusters Score -7105666 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -7105822.000000 Penalty: 5230.528809
	Iteration 19Q: 3 clusters Score -7105822 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -7105918.000000 Penalty: 5230.528809
	Iteration 20F: 3 clusters Score -7105918 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7106019.500000 Penalty: 5230.528809
	Iteration 21Q: 3 clusters Score -7106020 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -7106107.000000 Penalty: 5230.528809
	Iteration 22Q: 3 clusters Score -7106107 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -7106187.000000 Penalty: 5230.528809
	Iteration 23Q: 3 clusters Score -7106187 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -7106260.000000 Penalty: 5230.528809
	Iteration 24Q: 3 clusters Score -7106260 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -7106319.000000 Penalty: 5230.528809
	Iteration 25Q: 3 clusters Score -7106319 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -7106381.500000 Penalty: 5230.528809
	Iteration 26Q: 3 clusters Score -7106382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -7106444.000000 Penalty: 5230.528809
	Iteration 27Q: 3 clusters Score -7106444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -7106506.000000 Penalty: 5230.528809
	Iteration 28Q: 3 clusters Score -7106506 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -7106559.000000 Penalty: 5230.528809
	Iteration 29Q: 3 clusters Score -7106559 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7106633.500000 Penalty: 5230.528809
	Iteration 30Q: 3 clusters Score -7106634 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -7106700.500000 Penalty: 5230.528809
	Iteration 31Q: 3 clusters Score -7106700 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7106754.500000 Penalty: 5230.528809
	Iteration 32Q: 3 clusters Score -7106754 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -7106811.000000 Penalty: 5230.528809
	Iteration 33Q: 3 clusters Score -7106811 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -7106882.500000 Penalty: 5230.528809
	Iteration 34Q: 3 clusters Score -7106882 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -7106959.000000 Penalty: 5230.528809
	Iteration 35Q: 3 clusters Score -7106959 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -7107062.000000 Penalty: 5230.528809
	Iteration 36Q: 3 clusters Score -7107062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7107136.000000 Penalty: 5230.528809
	Iteration 37Q: 3 clusters Score -7107136 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -7107214.500000 Penalty: 5230.528809
	Iteration 38Q: 3 clusters Score -7107214 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -7107311.500000 Penalty: 5230.528809
	Iteration 39Q: 3 clusters Score -7107312 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -7107381.500000 Penalty: 5230.528809
	Iteration 40F: 3 clusters Score -7107382 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -7107486.500000 Penalty: 5230.528809
	Iteration 41Q: 3 clusters Score -7107486 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7107578.000000 Penalty: 5230.528809
	Iteration 42Q: 3 clusters Score -7107578 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -7107683.500000 Penalty: 5230.528809
	Iteration 43Q: 3 clusters Score -7107684 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -7107776.500000 Penalty: 5230.528809
	Iteration 44Q: 3 clusters Score -7107776 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -7107908.500000 Penalty: 5230.528809
	Iteration 45Q: 3 clusters Score -7107908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7108020.500000 Penalty: 5230.528809
	Iteration 46Q: 3 clusters Score -7108020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -7108124.500000 Penalty: 5230.528809
	Iteration 47Q: 3 clusters Score -7108124 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7108229.000000 Penalty: 5230.528809
	Iteration 48Q: 3 clusters Score -7108229 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -7108286.000000 Penalty: 5230.528809
	Iteration 49Q: 3 clusters Score -7108286 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7108370.500000 Penalty: 5230.528809
	Iteration 50Q: 3 clusters Score -7108370 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -7108444.000000 Penalty: 5230.528809
	Iteration 51Q: 3 clusters Score -7108444 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -7108495.000000 Penalty: 5230.528809
	Iteration 52Q: 3 clusters Score -7108495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -7108544.500000 Penalty: 5230.528809
	Iteration 53Q: 3 clusters Score -7108544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -7108587.000000 Penalty: 5230.528809
	Iteration 54Q: 3 clusters Score -7108587 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36273 members 
Entering Unmasked Estep 
Score: -7108626.500000 Penalty: 5230.528809
	Iteration 55Q: 3 clusters Score -7108626 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -7108667.000000 Penalty: 5230.528809
	Iteration 56Q: 3 clusters Score -7108667 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7108688.000000 Penalty: 5230.528809
	Iteration 57Q: 3 clusters Score -7108688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7108698.500000 Penalty: 5230.528809
	Iteration 58Q: 3 clusters Score -7108698 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -7108733.000000 Penalty: 5230.528809
	Iteration 59Q: 3 clusters Score -7108733 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -7108749.000000 Penalty: 5230.528809
	Iteration 60F: 3 clusters Score -7108749 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36583 members 
Entering Unmasked Estep 
Score: -7108783.000000 Penalty: 5230.528809
	Iteration 61Q: 3 clusters Score -7108783 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -7108812.000000 Penalty: 5230.528809
	Iteration 62Q: 3 clusters Score -7108812 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -7108849.000000 Penalty: 5230.528809
	Iteration 63Q: 3 clusters Score -7108849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -7108864.500000 Penalty: 5230.528809
	Iteration 64Q: 3 clusters Score -7108864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -7108880.000000 Penalty: 5230.528809
	Iteration 65Q: 3 clusters Score -7108880 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -7108897.000000 Penalty: 5230.528809
	Iteration 66Q: 3 clusters Score -7108897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -7108900.000000 Penalty: 5230.528809
	Iteration 67Q: 3 clusters Score -7108900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -7108923.500000 Penalty: 5230.528809
	Iteration 68Q: 3 clusters Score -7108924 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -7108949.500000 Penalty: 5230.528809
	Iteration 69Q: 3 clusters Score -7108950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -7108956.500000 Penalty: 5230.528809
	Iteration 70Q: 3 clusters Score -7108956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7108963.500000 Penalty: 5230.528809
	Iteration 71Q: 3 clusters Score -7108964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -7108979.500000 Penalty: 5230.528809
	Iteration 72Q: 3 clusters Score -7108980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7108985.000000 Penalty: 5230.528809
	Iteration 73Q: 3 clusters Score -7108985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -7109002.500000 Penalty: 5230.528809
	Iteration 74Q: 3 clusters Score -7109002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -7109012.500000 Penalty: 5230.528809
	Iteration 75Q: 3 clusters Score -7109012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7109015.000000 Penalty: 5230.528809
	Iteration 76Q: 3 clusters Score -7109015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -7109007.500000 Penalty: 5230.528809
	Iteration 77Q: 3 clusters Score -7109008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7109011.000000 Penalty: 5230.528809
	Iteration 78Q: 3 clusters Score -7109011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -7109009.500000 Penalty: 5230.528809
	Iteration 79Q: 3 clusters Score -7109010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7109014.500000 Penalty: 5230.528809
	Iteration 80F: 3 clusters Score -7109014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37000 members 
Entering Unmasked Estep 
Score: -7109018.000000 Penalty: 5230.528809
	Iteration 81Q: 3 clusters Score -7109018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -7109015.500000 Penalty: 5230.528809
	Iteration 82Q: 3 clusters Score -7109016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -7109019.500000 Penalty: 5230.528809
	Iteration 83Q: 3 clusters Score -7109020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7109024.000000 Penalty: 5230.528809
	Iteration 84Q: 3 clusters Score -7109024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -7109023.500000 Penalty: 5230.528809
	Iteration 85Q: 3 clusters Score -7109024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -7109030.000000 Penalty: 5230.528809
	Iteration 86Q: 3 clusters Score -7109030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -7109031.000000 Penalty: 5230.528809
	Iteration 87Q: 3 clusters Score -7109031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7109031.500000 Penalty: 5230.528809
	Iteration 88Q: 3 clusters Score -7109032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7109031.000000 Penalty: 5230.528809
	Iteration 89Q: 3 clusters Score -7109031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7109031.000000 Penalty: 5230.528809
	Iteration 90F: 3 clusters Score -7109031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Entering Unmasked Estep 
Score: -4295422.000000 Penalty: 2490.520996
	Iteration 0F: 2 clusters Score -4295422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -4279538.000000 Penalty: 4981.041992
	Iteration 0F: 3 clusters Score -4279538 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4284786.500000 Penalty: 4981.041992
	Iteration 1F: 3 clusters Score -4284786 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -4285075.000000 Penalty: 4981.041992
	Iteration 2Q: 3 clusters Score -4285075 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -4285288.000000 Penalty: 4981.041992
	Iteration 3Q: 3 clusters Score -4285288 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4285503.000000 Penalty: 4981.041992
	Iteration 4Q: 3 clusters Score -4285503 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -4285651.500000 Penalty: 4981.041992
	Iteration 5Q: 3 clusters Score -4285652 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -4285795.500000 Penalty: 4981.041992
	Iteration 6Q: 3 clusters Score -4285796 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -4285959.500000 Penalty: 4981.041992
	Iteration 7Q: 3 clusters Score -4285960 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -4286124.000000 Penalty: 4981.041992
	Iteration 8Q: 3 clusters Score -4286124 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -4286303.000000 Penalty: 4981.041992
	Iteration 9Q: 3 clusters Score -4286303 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4286575.500000 Penalty: 4981.041992
	Iteration 10Q: 3 clusters Score -4286576 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4286989.500000 Penalty: 4981.041992
	Iteration 11Q: 3 clusters Score -4286990 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -4287527.500000 Penalty: 4981.041992
	Iteration 12Q: 3 clusters Score -4287528 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4288311.000000 Penalty: 4981.041992
	Iteration 13F: 3 clusters Score -4288311 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -4289329.500000 Penalty: 4981.041992
	Iteration 14F: 3 clusters Score -4289330 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4290577.500000 Penalty: 4981.041992
	Iteration 15F: 3 clusters Score -4290578 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4291742.500000 Penalty: 4981.041992
	Iteration 16F: 3 clusters Score -4291742 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4292494.000000 Penalty: 4981.041992
	Iteration 17Q: 3 clusters Score -4292494 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4292896.500000 Penalty: 4981.041992
	Iteration 18Q: 3 clusters Score -4292896 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4293056.500000 Penalty: 4981.041992
	Iteration 19Q: 3 clusters Score -4293056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4293134.500000 Penalty: 4981.041992
	Iteration 20F: 3 clusters Score -4293134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4293170.000000 Penalty: 4981.041992
	Iteration 21Q: 3 clusters Score -4293170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4293191.000000 Penalty: 4981.041992
	Iteration 22Q: 3 clusters Score -4293191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4293189.500000 Penalty: 4981.041992
	Iteration 23Q: 3 clusters Score -4293190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4293205.000000 Penalty: 4981.041992
	Iteration 24Q: 3 clusters Score -4293205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4293209.000000 Penalty: 4981.041992
	Iteration 25Q: 3 clusters Score -4293209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4293219.000000 Penalty: 4981.041992
	Iteration 26Q: 3 clusters Score -4293219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4293229.000000 Penalty: 4981.041992
	Iteration 27Q: 3 clusters Score -4293229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4293233.000000 Penalty: 4981.041992
	Iteration 28Q: 3 clusters Score -4293233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4293235.000000 Penalty: 4981.041992
	Iteration 29Q: 3 clusters Score -4293235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4293239.500000 Penalty: 4981.041992
	Iteration 30Q: 3 clusters Score -4293240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4293241.500000 Penalty: 4981.041992
	Iteration 31Q: 3 clusters Score -4293242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4293248.000000 Penalty: 4981.041992
	Iteration 32Q: 3 clusters Score -4293248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4293248.000000 Penalty: 4981.041992
	Iteration 33Q: 3 clusters Score -4293248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4293251.500000 Penalty: 4981.041992
	Iteration 34Q: 3 clusters Score -4293252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4293256.000000 Penalty: 4981.041992
	Iteration 35Q: 3 clusters Score -4293256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4293259.500000 Penalty: 4981.041992
	Iteration 36Q: 3 clusters Score -4293260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4293266.500000 Penalty: 4981.041992
	Iteration 37Q: 3 clusters Score -4293266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4293266.000000 Penalty: 4981.041992
	Iteration 38Q: 3 clusters Score -4293266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4293266.000000 Penalty: 4981.041992
	Iteration 39F: 3 clusters Score -4293266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46661.945312 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46661.95 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47268.449219 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47268.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47687.292969 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47687.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -48057.171875 Penalty: 3109.471680
	Iteration 3F: 3 clusters Score -48057.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48379.941406 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48379.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48580.867188 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48580.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48668.136719 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48668.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -48694.542969 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48694.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48705.632812 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -48705.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48718.308594 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -48718.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48723.738281 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -48723.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48723.738281 Penalty: 3109.471680
	Iteration 11F: 3 clusters Score -48723.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 17085 members 
Mstep: Class 4 contains 38003 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 353 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 35466 members 
Mstep: Class 11 contains 33144 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51557 members 
Mstep: Class 14 contains 7072 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25095 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 48185 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23471 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 51575 members 
Mstep: Class 27 contains 56870 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 52318 members 
Mstep: Class 30 contains 37207 members 
Mstep: Class 31 contains 175 members 
Entering Unmasked Estep 
Score: -137158224.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137158640.000000 to -137158224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (13748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Entering Unmasked Estep 
Score: -2547369.500000 Penalty: 2363.104736
	Iteration 0F: 2 clusters Score -2547370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2537308.750000 Penalty: 4726.209473
	Iteration 0F: 3 clusters Score -2537309 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2540311.500000 Penalty: 4726.209473
	Iteration 1F: 3 clusters Score -2540312 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -2540605.250000 Penalty: 4726.209473
	Iteration 2F: 3 clusters Score -2540605 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2540845.500000 Penalty: 4726.209473
	Iteration 3Q: 3 clusters Score -2540846 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2541062.500000 Penalty: 4726.209473
	Iteration 4Q: 3 clusters Score -2541062 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2541317.250000 Penalty: 4726.209473
	Iteration 5Q: 3 clusters Score -2541317 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2541669.500000 Penalty: 4726.209473
	Iteration 6Q: 3 clusters Score -2541670 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2542113.500000 Penalty: 4726.209473
	Iteration 7F: 3 clusters Score -2542114 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2542642.250000 Penalty: 4726.209473
	Iteration 8F: 3 clusters Score -2542642 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2543222.250000 Penalty: 4726.209473
	Iteration 9F: 3 clusters Score -2543222 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2543812.000000 Penalty: 4726.209473
	Iteration 10F: 3 clusters Score -2543812 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2544414.500000 Penalty: 4726.209473
	Iteration 11Q: 3 clusters Score -2544414 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2544848.750000 Penalty: 4726.209473
	Iteration 12Q: 3 clusters Score -2544849 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2545084.750000 Penalty: 4726.209473
	Iteration 13Q: 3 clusters Score -2545085 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2545209.250000 Penalty: 4726.209473
	Iteration 14Q: 3 clusters Score -2545209 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2545285.000000 Penalty: 4726.209473
	Iteration 15Q: 3 clusters Score -2545285 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2545332.750000 Penalty: 4726.209473
	Iteration 16Q: 3 clusters Score -2545333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2545371.000000 Penalty: 4726.209473
	Iteration 17Q: 3 clusters Score -2545371 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2545400.750000 Penalty: 4726.209473
	Iteration 18Q: 3 clusters Score -2545401 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2545416.000000 Penalty: 4726.209473
	Iteration 19Q: 3 clusters Score -2545416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2545444.250000 Penalty: 4726.209473
	Iteration 20F: 3 clusters Score -2545444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2545482.500000 Penalty: 4726.209473
	Iteration 21Q: 3 clusters Score -2545482 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2545516.750000 Penalty: 4726.209473
	Iteration 22Q: 3 clusters Score -2545517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2545546.000000 Penalty: 4726.209473
	Iteration 23Q: 3 clusters Score -2545546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2545571.750000 Penalty: 4726.209473
	Iteration 24Q: 3 clusters Score -2545572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2545590.250000 Penalty: 4726.209473
	Iteration 25Q: 3 clusters Score -2545590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2545595.750000 Penalty: 4726.209473
	Iteration 26Q: 3 clusters Score -2545596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2545603.000000 Penalty: 4726.209473
	Iteration 27Q: 3 clusters Score -2545603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2545606.250000 Penalty: 4726.209473
	Iteration 28Q: 3 clusters Score -2545606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2545607.500000 Penalty: 4726.209473
	Iteration 29Q: 3 clusters Score -2545608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2545610.750000 Penalty: 4726.209473
	Iteration 30Q: 3 clusters Score -2545611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2545611.500000 Penalty: 4726.209473
	Iteration 31Q: 3 clusters Score -2545612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2545614.250000 Penalty: 4726.209473
	Iteration 32Q: 3 clusters Score -2545614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2545613.250000 Penalty: 4726.209473
	Iteration 33Q: 3 clusters Score -2545613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2545617.000000 Penalty: 4726.209473
	Iteration 34Q: 3 clusters Score -2545617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2545620.750000 Penalty: 4726.209473
	Iteration 35Q: 3 clusters Score -2545621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2545624.000000 Penalty: 4726.209473
	Iteration 36Q: 3 clusters Score -2545624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2545626.750000 Penalty: 4726.209473
	Iteration 37Q: 3 clusters Score -2545627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2545623.500000 Penalty: 4726.209473
	Iteration 38Q: 3 clusters Score -2545624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2545623.000000 Penalty: 4726.209473
	Iteration 39Q: 3 clusters Score -2545623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2545621.000000 Penalty: 4726.209473
	Iteration 40F: 3 clusters Score -2545621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2545625.250000 Penalty: 4726.209473
	Iteration 41Q: 3 clusters Score -2545625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2545628.000000 Penalty: 4726.209473
	Iteration 42Q: 3 clusters Score -2545628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2545626.250000 Penalty: 4726.209473
	Iteration 43Q: 3 clusters Score -2545626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2545625.500000 Penalty: 4726.209473
	Iteration 44Q: 3 clusters Score -2545626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2545626.500000 Penalty: 4726.209473
	Iteration 45Q: 3 clusters Score -2545626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2545627.750000 Penalty: 4726.209473
	Iteration 46Q: 3 clusters Score -2545628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2545627.750000 Penalty: 4726.209473
	Iteration 47F: 3 clusters Score -2545628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -204258.296875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -204258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -202271.156250 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -202271.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -202864.375000 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -202864.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -203306.296875 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -203306.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -203719.718750 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -203719.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -204082.703125 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -204082.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -204169.265625 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -204169.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -204212.890625 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -204212.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -204244.640625 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -204244.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -204282.796875 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -204282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -204302.171875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -204302.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -204325.421875 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -204325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -204337.718750 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -204337.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204341.687500 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -204341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204346.375000 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -204346.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -204348.937500 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -204348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -204354.140625 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -204354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -204356.312500 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -204356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -204358.171875 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -204358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -204358.171875 Penalty: 3509.181641
	Iteration 18F: 3 clusters Score -204358.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 17085 members 
Mstep: Class 4 contains 38003 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 951 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 35466 members 
Mstep: Class 11 contains 33144 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51557 members 
Mstep: Class 14 contains 7072 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25095 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 48185 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23471 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 51575 members 
Mstep: Class 27 contains 56870 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 52318 members 
Mstep: Class 30 contains 37207 members 
Mstep: Class 31 contains 231 members 
Entering Unmasked Estep 
Score: -137157792.000000 Penalty: 103966.859375
Splitting cluster 8 changes total score from -137158640.000000 to -137157792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -403030.375000 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -403030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -400316.937500 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -400316.9 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -401075.062500 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -401075.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -401452.281250 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -401452.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -401753.062500 Penalty: 3835.255127
	Iteration 3F: 3 clusters Score -401753.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -402072.437500 Penalty: 3835.255127
	Iteration 4F: 3 clusters Score -402072.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -402434.500000 Penalty: 3835.255127
	Iteration 5F: 3 clusters Score -402434.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -402744.281250 Penalty: 3835.255127
	Iteration 6F: 3 clusters Score -402744.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -402906.718750 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -402906.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -402974.218750 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -402974.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -402992.281250 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -402992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -402999.687500 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -402999.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -403002.000000 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -403002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -403002.187500 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -403002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -403002.906250 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -403002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -403003.625000 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -403003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -403004.687500 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -403004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -403005.218750 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -403005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -403006.281250 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -403006.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -403006.531250 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -403006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -403006.531250 Penalty: 3835.255127
	Iteration 19F: 3 clusters Score -403006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Entering Unmasked Estep 
Score: -6574548.000000 Penalty: 2598.129883
	Iteration 0F: 2 clusters Score -6574548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -6550343.500000 Penalty: 5196.259766
	Iteration 0F: 3 clusters Score -6550344 nChanged 16114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6559196.000000 Penalty: 5196.259766
	Iteration 1F: 3 clusters Score -6559196 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -6559825.000000 Penalty: 5196.259766
	Iteration 2Q: 3 clusters Score -6559825 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -6560517.500000 Penalty: 5196.259766
	Iteration 3Q: 3 clusters Score -6560518 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -6561517.000000 Penalty: 5196.259766
	Iteration 4F: 3 clusters Score -6561517 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -6563100.500000 Penalty: 5196.259766
	Iteration 5F: 3 clusters Score -6563100 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -6565202.500000 Penalty: 5196.259766
	Iteration 6F: 3 clusters Score -6565202 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6567661.000000 Penalty: 5196.259766
	Iteration 7F: 3 clusters Score -6567661 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -6569625.000000 Penalty: 5196.259766
	Iteration 8F: 3 clusters Score -6569625 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -6570831.000000 Penalty: 5196.259766
	Iteration 9Q: 3 clusters Score -6570831 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -6571508.500000 Penalty: 5196.259766
	Iteration 10Q: 3 clusters Score -6571508 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6571878.000000 Penalty: 5196.259766
	Iteration 11Q: 3 clusters Score -6571878 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6572103.500000 Penalty: 5196.259766
	Iteration 12Q: 3 clusters Score -6572104 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -6572248.500000 Penalty: 5196.259766
	Iteration 13Q: 3 clusters Score -6572248 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -6572314.000000 Penalty: 5196.259766
	Iteration 14Q: 3 clusters Score -6572314 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -6572346.000000 Penalty: 5196.259766
	Iteration 15Q: 3 clusters Score -6572346 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6572372.000000 Penalty: 5196.259766
	Iteration 16Q: 3 clusters Score -6572372 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6572393.500000 Penalty: 5196.259766
	Iteration 17Q: 3 clusters Score -6572394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -6572421.000000 Penalty: 5196.259766
	Iteration 18Q: 3 clusters Score -6572421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -6572432.500000 Penalty: 5196.259766
	Iteration 19Q: 3 clusters Score -6572432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -6572443.000000 Penalty: 5196.259766
	Iteration 20F: 3 clusters Score -6572443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -6572449.000000 Penalty: 5196.259766
	Iteration 21Q: 3 clusters Score -6572449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -6572467.000000 Penalty: 5196.259766
	Iteration 22Q: 3 clusters Score -6572467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -6572471.000000 Penalty: 5196.259766
	Iteration 23Q: 3 clusters Score -6572471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -6572474.500000 Penalty: 5196.259766
	Iteration 24Q: 3 clusters Score -6572474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -6572476.500000 Penalty: 5196.259766
	Iteration 25Q: 3 clusters Score -6572476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6572483.500000 Penalty: 5196.259766
	Iteration 26Q: 3 clusters Score -6572484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -6572481.000000 Penalty: 5196.259766
	Iteration 27Q: 3 clusters Score -6572481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6572486.500000 Penalty: 5196.259766
	Iteration 28Q: 3 clusters Score -6572486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -6572507.000000 Penalty: 5196.259766
	Iteration 29Q: 3 clusters Score -6572507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -6572507.500000 Penalty: 5196.259766
	Iteration 30Q: 3 clusters Score -6572508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -6572511.500000 Penalty: 5196.259766
	Iteration 31Q: 3 clusters Score -6572512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6572515.000000 Penalty: 5196.259766
	Iteration 32Q: 3 clusters Score -6572515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -6572514.000000 Penalty: 5196.259766
	Iteration 33Q: 3 clusters Score -6572514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -6572517.000000 Penalty: 5196.259766
	Iteration 34Q: 3 clusters Score -6572517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6572524.000000 Penalty: 5196.259766
	Iteration 35Q: 3 clusters Score -6572524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6572518.000000 Penalty: 5196.259766
	Iteration 36Q: 3 clusters Score -6572518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6572525.500000 Penalty: 5196.259766
	Iteration 37Q: 3 clusters Score -6572526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -6572522.500000 Penalty: 5196.259766
	Iteration 38Q: 3 clusters Score -6572522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -6572522.500000 Penalty: 5196.259766
	Iteration 39F: 3 clusters Score -6572522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Entering Unmasked Estep 
Score: -6203259.500000 Penalty: 2581.336914
	Iteration 0F: 2 clusters Score -6203260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -6180932.000000 Penalty: 5162.673828
	Iteration 0F: 3 clusters Score -6180932 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6188963.000000 Penalty: 5162.673828
	Iteration 1F: 3 clusters Score -6188963 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6189419.500000 Penalty: 5162.673828
	Iteration 2Q: 3 clusters Score -6189420 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -6189865.500000 Penalty: 5162.673828
	Iteration 3Q: 3 clusters Score -6189866 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -6190513.000000 Penalty: 5162.673828
	Iteration 4Q: 3 clusters Score -6190513 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6191472.000000 Penalty: 5162.673828
	Iteration 5Q: 3 clusters Score -6191472 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -6192748.500000 Penalty: 5162.673828
	Iteration 6F: 3 clusters Score -6192748 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -6194486.500000 Penalty: 5162.673828
	Iteration 7F: 3 clusters Score -6194486 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -6196669.000000 Penalty: 5162.673828
	Iteration 8F: 3 clusters Score -6196669 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -6199076.000000 Penalty: 5162.673828
	Iteration 9F: 3 clusters Score -6199076 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -6200901.500000 Penalty: 5162.673828
	Iteration 10F: 3 clusters Score -6200902 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -6201757.500000 Penalty: 5162.673828
	Iteration 11Q: 3 clusters Score -6201758 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6201974.000000 Penalty: 5162.673828
	Iteration 12Q: 3 clusters Score -6201974 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -6202096.500000 Penalty: 5162.673828
	Iteration 13Q: 3 clusters Score -6202096 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -6202124.500000 Penalty: 5162.673828
	Iteration 14Q: 3 clusters Score -6202124 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -6202175.000000 Penalty: 5162.673828
	Iteration 15Q: 3 clusters Score -6202175 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -6202162.500000 Penalty: 5162.673828
	Iteration 16Q: 3 clusters Score -6202162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6202196.000000 Penalty: 5162.673828
	Iteration 17Q: 3 clusters Score -6202196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -6202206.000000 Penalty: 5162.673828
	Iteration 18Q: 3 clusters Score -6202206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6202212.500000 Penalty: 5162.673828
	Iteration 19Q: 3 clusters Score -6202212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -6202219.000000 Penalty: 5162.673828
	Iteration 20F: 3 clusters Score -6202219 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -6202227.500000 Penalty: 5162.673828
	Iteration 21Q: 3 clusters Score -6202228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -6202246.000000 Penalty: 5162.673828
	Iteration 22Q: 3 clusters Score -6202246 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -6202245.500000 Penalty: 5162.673828
	Iteration 23Q: 3 clusters Score -6202246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -6202236.000000 Penalty: 5162.673828
	Iteration 24Q: 3 clusters Score -6202236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -6202242.500000 Penalty: 5162.673828
	Iteration 25Q: 3 clusters Score -6202242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -6202245.000000 Penalty: 5162.673828
	Iteration 26Q: 3 clusters Score -6202245 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -6202243.000000 Penalty: 5162.673828
	Iteration 27Q: 3 clusters Score -6202243 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6202259.500000 Penalty: 5162.673828
	Iteration 28Q: 3 clusters Score -6202260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6202274.500000 Penalty: 5162.673828
	Iteration 29Q: 3 clusters Score -6202274 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -6202271.000000 Penalty: 5162.673828
	Iteration 30Q: 3 clusters Score -6202271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -6202284.000000 Penalty: 5162.673828
	Iteration 31Q: 3 clusters Score -6202284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -6202275.000000 Penalty: 5162.673828
	Iteration 32Q: 3 clusters Score -6202275 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6202283.000000 Penalty: 5162.673828
	Iteration 33Q: 3 clusters Score -6202283 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -6202285.000000 Penalty: 5162.673828
	Iteration 34Q: 3 clusters Score -6202285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6202291.500000 Penalty: 5162.673828
	Iteration 35Q: 3 clusters Score -6202292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6202305.000000 Penalty: 5162.673828
	Iteration 36Q: 3 clusters Score -6202305 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -6202300.500000 Penalty: 5162.673828
	Iteration 37Q: 3 clusters Score -6202300 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -6202289.000000 Penalty: 5162.673828
	Iteration 38Q: 3 clusters Score -6202289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -6202292.000000 Penalty: 5162.673828
	Iteration 39Q: 3 clusters Score -6202292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6202302.500000 Penalty: 5162.673828
	Iteration 40F: 3 clusters Score -6202302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -6202296.500000 Penalty: 5162.673828
	Iteration 41Q: 3 clusters Score -6202296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -6202292.500000 Penalty: 5162.673828
	Iteration 42Q: 3 clusters Score -6202292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -6202283.000000 Penalty: 5162.673828
	Iteration 43Q: 3 clusters Score -6202283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6202278.000000 Penalty: 5162.673828
	Iteration 44Q: 3 clusters Score -6202278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -6202283.500000 Penalty: 5162.673828
	Iteration 45Q: 3 clusters Score -6202284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -6202284.500000 Penalty: 5162.673828
	Iteration 46Q: 3 clusters Score -6202284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -6202293.000000 Penalty: 5162.673828
	Iteration 47Q: 3 clusters Score -6202293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6202292.500000 Penalty: 5162.673828
	Iteration 48Q: 3 clusters Score -6202292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6202293.500000 Penalty: 5162.673828
	Iteration 49Q: 3 clusters Score -6202294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -6202300.000000 Penalty: 5162.673828
	Iteration 50Q: 3 clusters Score -6202300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -6202304.500000 Penalty: 5162.673828
	Iteration 51Q: 3 clusters Score -6202304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6202300.000000 Penalty: 5162.673828
	Iteration 52Q: 3 clusters Score -6202300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -6202307.500000 Penalty: 5162.673828
	Iteration 53Q: 3 clusters Score -6202308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -6202295.500000 Penalty: 5162.673828
	Iteration 54Q: 3 clusters Score -6202296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -6202300.500000 Penalty: 5162.673828
	Iteration 55Q: 3 clusters Score -6202300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -6202297.000000 Penalty: 5162.673828
	Iteration 56Q: 3 clusters Score -6202297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6202304.000000 Penalty: 5162.673828
	Iteration 57Q: 3 clusters Score -6202304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6202298.000000 Penalty: 5162.673828
	Iteration 58Q: 3 clusters Score -6202298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -6202303.500000 Penalty: 5162.673828
	Iteration 59Q: 3 clusters Score -6202304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -6202307.500000 Penalty: 5162.673828
	Iteration 60F: 3 clusters Score -6202308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6202315.000000 Penalty: 5162.673828
	Iteration 61Q: 3 clusters Score -6202315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6202305.500000 Penalty: 5162.673828
	Iteration 62Q: 3 clusters Score -6202306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -6202309.000000 Penalty: 5162.673828
	Iteration 63Q: 3 clusters Score -6202309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -6202302.000000 Penalty: 5162.673828
	Iteration 64Q: 3 clusters Score -6202302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -6202308.000000 Penalty: 5162.673828
	Iteration 65Q: 3 clusters Score -6202308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -6202314.500000 Penalty: 5162.673828
	Iteration 66Q: 3 clusters Score -6202314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -6202310.500000 Penalty: 5162.673828
	Iteration 67Q: 3 clusters Score -6202310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -6202318.500000 Penalty: 5162.673828
	Iteration 68Q: 3 clusters Score -6202318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -6202310.000000 Penalty: 5162.673828
	Iteration 69Q: 3 clusters Score -6202310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -6202311.000000 Penalty: 5162.673828
	Iteration 70Q: 3 clusters Score -6202311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -6202316.000000 Penalty: 5162.673828
	Iteration 71Q: 3 clusters Score -6202316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -6202316.500000 Penalty: 5162.673828
	Iteration 72Q: 3 clusters Score -6202316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -6202308.000000 Penalty: 5162.673828
	Iteration 73Q: 3 clusters Score -6202308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6202310.000000 Penalty: 5162.673828
	Iteration 74Q: 3 clusters Score -6202310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6202310.000000 Penalty: 5162.673828
	Iteration 75F: 3 clusters Score -6202310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -106630.304688 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106630.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -107029.500000 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107029.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -107247.523438 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107247.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107355.148438 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107355.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -107419.187500 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107419.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -107461.750000 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107461.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107513.828125 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107530.132812 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107530.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107533.328125 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107533.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -107533.328125 Penalty: 3269.470215
	Iteration 9F: 3 clusters Score -107533.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Entering Unmasked Estep 
Score: -9700183.000000 Penalty: 2690.909912
	Iteration 0F: 2 clusters Score -9700183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -9669011.000000 Penalty: 5381.819824
	Iteration 0F: 3 clusters Score -9669011 nChanged 23947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -9682129.000000 Penalty: 5381.819824
	Iteration 1F: 3 clusters Score -9682129 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -9682783.000000 Penalty: 5381.819824
	Iteration 2Q: 3 clusters Score -9682783 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -9683484.000000 Penalty: 5381.819824
	Iteration 3Q: 3 clusters Score -9683484 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -9684422.000000 Penalty: 5381.819824
	Iteration 4Q: 3 clusters Score -9684422 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -9685504.000000 Penalty: 5381.819824
	Iteration 5Q: 3 clusters Score -9685504 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -9687215.000000 Penalty: 5381.819824
	Iteration 6F: 3 clusters Score -9687215 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -9689865.000000 Penalty: 5381.819824
	Iteration 7F: 3 clusters Score -9689865 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -9693051.000000 Penalty: 5381.819824
	Iteration 8F: 3 clusters Score -9693051 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -9695914.000000 Penalty: 5381.819824
	Iteration 9F: 3 clusters Score -9695914 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -9697470.000000 Penalty: 5381.819824
	Iteration 10Q: 3 clusters Score -9697470 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -9698335.000000 Penalty: 5381.819824
	Iteration 11Q: 3 clusters Score -9698335 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -9698895.000000 Penalty: 5381.819824
	Iteration 12Q: 3 clusters Score -9698895 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -9699295.000000 Penalty: 5381.819824
	Iteration 13Q: 3 clusters Score -9699295 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -9699612.000000 Penalty: 5381.819824
	Iteration 14Q: 3 clusters Score -9699612 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -9699802.000000 Penalty: 5381.819824
	Iteration 15Q: 3 clusters Score -9699802 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -9699928.000000 Penalty: 5381.819824
	Iteration 16Q: 3 clusters Score -9699928 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -9699973.000000 Penalty: 5381.819824
	Iteration 17Q: 3 clusters Score -9699973 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -9700028.000000 Penalty: 5381.819824
	Iteration 18Q: 3 clusters Score -9700028 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9700009.000000 Penalty: 5381.819824
	Iteration 19Q: 3 clusters Score -9700009 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -9700025.000000 Penalty: 5381.819824
	Iteration 20F: 3 clusters Score -9700025 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -9700016.000000 Penalty: 5381.819824
	Iteration 21Q: 3 clusters Score -9700016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -9700020.000000 Penalty: 5381.819824
	Iteration 22Q: 3 clusters Score -9700020 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -9700033.000000 Penalty: 5381.819824
	Iteration 23Q: 3 clusters Score -9700033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -9700003.000000 Penalty: 5381.819824
	Iteration 24Q: 3 clusters Score -9700003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -9700018.000000 Penalty: 5381.819824
	Iteration 25Q: 3 clusters Score -9700018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -9700006.000000 Penalty: 5381.819824
	Iteration 26Q: 3 clusters Score -9700006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -9700017.000000 Penalty: 5381.819824
	Iteration 27Q: 3 clusters Score -9700017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -9700007.000000 Penalty: 5381.819824
	Iteration 28Q: 3 clusters Score -9700007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -9700000.000000 Penalty: 5381.819824
	Iteration 29Q: 3 clusters Score -9700000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -9700012.000000 Penalty: 5381.819824
	Iteration 30Q: 3 clusters Score -9700012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -9700008.000000 Penalty: 5381.819824
	Iteration 31Q: 3 clusters Score -9700008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -9700007.000000 Penalty: 5381.819824
	Iteration 32Q: 3 clusters Score -9700007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -9700010.000000 Penalty: 5381.819824
	Iteration 33Q: 3 clusters Score -9700010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -9700010.000000 Penalty: 5381.819824
	Iteration 34F: 3 clusters Score -9700010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Entering Unmasked Estep 
Score: -1310890.500000 Penalty: 2198.246826
	Iteration 0F: 2 clusters Score -1310890 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 3465 members 
Entering Unmasked Estep 
Score: -1305089.125000 Penalty: 4396.493652
	Iteration 0F: 3 clusters Score -1305089 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1306669.750000 Penalty: 4396.493652
	Iteration 1F: 3 clusters Score -1306670 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1306916.125000 Penalty: 4396.493652
	Iteration 2F: 3 clusters Score -1306916 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1307081.625000 Penalty: 4396.493652
	Iteration 3Q: 3 clusters Score -1307082 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1307184.000000 Penalty: 4396.493652
	Iteration 4Q: 3 clusters Score -1307184 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1307266.125000 Penalty: 4396.493652
	Iteration 5Q: 3 clusters Score -1307266 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1307325.625000 Penalty: 4396.493652
	Iteration 6Q: 3 clusters Score -1307326 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1307389.625000 Penalty: 4396.493652
	Iteration 7Q: 3 clusters Score -1307390 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1307464.125000 Penalty: 4396.493652
	Iteration 8Q: 3 clusters Score -1307464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1307533.750000 Penalty: 4396.493652
	Iteration 9Q: 3 clusters Score -1307534 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1307612.750000 Penalty: 4396.493652
	Iteration 10Q: 3 clusters Score -1307613 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1307695.875000 Penalty: 4396.493652
	Iteration 11Q: 3 clusters Score -1307696 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1307795.000000 Penalty: 4396.493652
	Iteration 12Q: 3 clusters Score -1307795 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1307923.000000 Penalty: 4396.493652
	Iteration 13Q: 3 clusters Score -1307923 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1308043.250000 Penalty: 4396.493652
	Iteration 14Q: 3 clusters Score -1308043 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1308159.000000 Penalty: 4396.493652
	Iteration 15Q: 3 clusters Score -1308159 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1308300.375000 Penalty: 4396.493652
	Iteration 16Q: 3 clusters Score -1308300 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1308437.000000 Penalty: 4396.493652
	Iteration 17Q: 3 clusters Score -1308437 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1308569.000000 Penalty: 4396.493652
	Iteration 18Q: 3 clusters Score -1308569 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1308665.750000 Penalty: 4396.493652
	Iteration 19Q: 3 clusters Score -1308666 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1308736.125000 Penalty: 4396.493652
	Iteration 20F: 3 clusters Score -1308736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1308808.500000 Penalty: 4396.493652
	Iteration 21Q: 3 clusters Score -1308808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1308848.375000 Penalty: 4396.493652
	Iteration 22Q: 3 clusters Score -1308848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1308883.750000 Penalty: 4396.493652
	Iteration 23Q: 3 clusters Score -1308884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1308908.875000 Penalty: 4396.493652
	Iteration 24Q: 3 clusters Score -1308909 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1308929.750000 Penalty: 4396.493652
	Iteration 25Q: 3 clusters Score -1308930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1308943.125000 Penalty: 4396.493652
	Iteration 26Q: 3 clusters Score -1308943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1308948.625000 Penalty: 4396.493652
	Iteration 27Q: 3 clusters Score -1308949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1308953.500000 Penalty: 4396.493652
	Iteration 28Q: 3 clusters Score -1308954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1308956.000000 Penalty: 4396.493652
	Iteration 29Q: 3 clusters Score -1308956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1308962.500000 Penalty: 4396.493652
	Iteration 30Q: 3 clusters Score -1308962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1308968.250000 Penalty: 4396.493652
	Iteration 31Q: 3 clusters Score -1308968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1308972.625000 Penalty: 4396.493652
	Iteration 32Q: 3 clusters Score -1308973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1308981.625000 Penalty: 4396.493652
	Iteration 33Q: 3 clusters Score -1308982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1308994.625000 Penalty: 4396.493652
	Iteration 34Q: 3 clusters Score -1308995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1309004.000000 Penalty: 4396.493652
	Iteration 35Q: 3 clusters Score -1309004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1309008.750000 Penalty: 4396.493652
	Iteration 36Q: 3 clusters Score -1309009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1309010.625000 Penalty: 4396.493652
	Iteration 37Q: 3 clusters Score -1309011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1309010.875000 Penalty: 4396.493652
	Iteration 38Q: 3 clusters Score -1309011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1309011.875000 Penalty: 4396.493652
	Iteration 39Q: 3 clusters Score -1309012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1309011.875000 Penalty: 4396.493652
	Iteration 40F: 3 clusters Score -1309012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104242.203125 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104242.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -104962.546875 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104962.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105278.500000 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105278.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -105487.835938 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105487.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105596.171875 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105596.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105684.828125 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105684.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105807.718750 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105807.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -105865.117188 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105888.421875 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105888.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -105892.945312 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105914.500000 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105914.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105927.390625 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105931.257812 Penalty: 3336.211914
	Iteration 12Q: 3 clusters Score -105931.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105932.281250 Penalty: 3336.211914
	Iteration 13Q: 3 clusters Score -105932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105932.281250 Penalty: 3336.211914
	Iteration 14F: 3 clusters Score -105932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 17085 members 
Mstep: Class 4 contains 38003 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 35466 members 
Mstep: Class 11 contains 33144 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51557 members 
Mstep: Class 14 contains 7072 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25095 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 48185 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23471 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 51575 members 
Mstep: Class 27 contains 56870 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 52318 members 
Mstep: Class 30 contains 37207 members 
Mstep: Class 31 contains 343 members 
Entering Unmasked Estep 
Score: -137157488.000000 Penalty: 103966.859375
Splitting cluster 15 changes total score from -137158640.000000 to -137157488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (24461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Entering Unmasked Estep 
Score: -4584134.000000 Penalty: 2505.999268
	Iteration 0F: 2 clusters Score -4584134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -4567214.500000 Penalty: 5011.998535
	Iteration 0F: 3 clusters Score -4567214 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -4573013.500000 Penalty: 5011.998535
	Iteration 1F: 3 clusters Score -4573014 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4573380.000000 Penalty: 5011.998535
	Iteration 2Q: 3 clusters Score -4573380 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -4573708.500000 Penalty: 5011.998535
	Iteration 3Q: 3 clusters Score -4573708 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -4573988.500000 Penalty: 5011.998535
	Iteration 4Q: 3 clusters Score -4573988 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4574268.500000 Penalty: 5011.998535
	Iteration 5Q: 3 clusters Score -4574268 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -4574496.500000 Penalty: 5011.998535
	Iteration 6Q: 3 clusters Score -4574496 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -4574788.000000 Penalty: 5011.998535
	Iteration 7Q: 3 clusters Score -4574788 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -4575057.000000 Penalty: 5011.998535
	Iteration 8Q: 3 clusters Score -4575057 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4575365.500000 Penalty: 5011.998535
	Iteration 9Q: 3 clusters Score -4575366 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4575770.500000 Penalty: 5011.998535
	Iteration 10Q: 3 clusters Score -4575770 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4576304.500000 Penalty: 5011.998535
	Iteration 11Q: 3 clusters Score -4576304 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4576942.500000 Penalty: 5011.998535
	Iteration 12Q: 3 clusters Score -4576942 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4577668.000000 Penalty: 5011.998535
	Iteration 13Q: 3 clusters Score -4577668 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4578382.500000 Penalty: 5011.998535
	Iteration 14Q: 3 clusters Score -4578382 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -4578873.000000 Penalty: 5011.998535
	Iteration 15Q: 3 clusters Score -4578873 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -4579120.000000 Penalty: 5011.998535
	Iteration 16Q: 3 clusters Score -4579120 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4579239.500000 Penalty: 5011.998535
	Iteration 17Q: 3 clusters Score -4579240 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4579313.500000 Penalty: 5011.998535
	Iteration 18Q: 3 clusters Score -4579314 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4579330.000000 Penalty: 5011.998535
	Iteration 19Q: 3 clusters Score -4579330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -4579364.500000 Penalty: 5011.998535
	Iteration 20F: 3 clusters Score -4579364 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4579400.500000 Penalty: 5011.998535
	Iteration 21Q: 3 clusters Score -4579400 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4579429.000000 Penalty: 5011.998535
	Iteration 22Q: 3 clusters Score -4579429 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -4579463.500000 Penalty: 5011.998535
	Iteration 23Q: 3 clusters Score -4579464 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4579493.000000 Penalty: 5011.998535
	Iteration 24Q: 3 clusters Score -4579493 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -4579529.000000 Penalty: 5011.998535
	Iteration 25Q: 3 clusters Score -4579529 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -4579544.000000 Penalty: 5011.998535
	Iteration 26Q: 3 clusters Score -4579544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -4579571.500000 Penalty: 5011.998535
	Iteration 27Q: 3 clusters Score -4579572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -4579605.500000 Penalty: 5011.998535
	Iteration 28Q: 3 clusters Score -4579606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -4579636.000000 Penalty: 5011.998535
	Iteration 29Q: 3 clusters Score -4579636 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -4579687.000000 Penalty: 5011.998535
	Iteration 30Q: 3 clusters Score -4579687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4579737.500000 Penalty: 5011.998535
	Iteration 31Q: 3 clusters Score -4579738 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -4579777.500000 Penalty: 5011.998535
	Iteration 32Q: 3 clusters Score -4579778 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -4579825.500000 Penalty: 5011.998535
	Iteration 33Q: 3 clusters Score -4579826 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -4579865.000000 Penalty: 5011.998535
	Iteration 34Q: 3 clusters Score -4579865 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -4579914.000000 Penalty: 5011.998535
	Iteration 35Q: 3 clusters Score -4579914 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -4579950.000000 Penalty: 5011.998535
	Iteration 36Q: 3 clusters Score -4579950 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -4580013.000000 Penalty: 5011.998535
	Iteration 37Q: 3 clusters Score -4580013 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -4580061.500000 Penalty: 5011.998535
	Iteration 38Q: 3 clusters Score -4580062 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -4580105.000000 Penalty: 5011.998535
	Iteration 39Q: 3 clusters Score -4580105 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -4580154.500000 Penalty: 5011.998535
	Iteration 40F: 3 clusters Score -4580154 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4580168.500000 Penalty: 5011.998535
	Iteration 41Q: 3 clusters Score -4580168 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -4580197.500000 Penalty: 5011.998535
	Iteration 42Q: 3 clusters Score -4580198 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -4580209.500000 Penalty: 5011.998535
	Iteration 43Q: 3 clusters Score -4580210 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4580245.000000 Penalty: 5011.998535
	Iteration 44Q: 3 clusters Score -4580245 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4580271.000000 Penalty: 5011.998535
	Iteration 45Q: 3 clusters Score -4580271 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -4580310.000000 Penalty: 5011.998535
	Iteration 46Q: 3 clusters Score -4580310 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -4580314.000000 Penalty: 5011.998535
	Iteration 47Q: 3 clusters Score -4580314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -4580358.500000 Penalty: 5011.998535
	Iteration 48Q: 3 clusters Score -4580358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -4580374.500000 Penalty: 5011.998535
	Iteration 49Q: 3 clusters Score -4580374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4580408.500000 Penalty: 5011.998535
	Iteration 50Q: 3 clusters Score -4580408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -4580428.000000 Penalty: 5011.998535
	Iteration 51Q: 3 clusters Score -4580428 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -4580469.500000 Penalty: 5011.998535
	Iteration 52Q: 3 clusters Score -4580470 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -4580522.000000 Penalty: 5011.998535
	Iteration 53Q: 3 clusters Score -4580522 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4580550.500000 Penalty: 5011.998535
	Iteration 54Q: 3 clusters Score -4580550 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4580592.500000 Penalty: 5011.998535
	Iteration 55Q: 3 clusters Score -4580592 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -4580634.000000 Penalty: 5011.998535
	Iteration 56Q: 3 clusters Score -4580634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -4580657.500000 Penalty: 5011.998535
	Iteration 57Q: 3 clusters Score -4580658 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -4580677.500000 Penalty: 5011.998535
	Iteration 58Q: 3 clusters Score -4580678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4580722.000000 Penalty: 5011.998535
	Iteration 59Q: 3 clusters Score -4580722 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -4580768.500000 Penalty: 5011.998535
	Iteration 60F: 3 clusters Score -4580768 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -4580789.500000 Penalty: 5011.998535
	Iteration 61Q: 3 clusters Score -4580790 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -4580829.500000 Penalty: 5011.998535
	Iteration 62Q: 3 clusters Score -4580830 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -4580858.000000 Penalty: 5011.998535
	Iteration 63Q: 3 clusters Score -4580858 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -4580876.000000 Penalty: 5011.998535
	Iteration 64Q: 3 clusters Score -4580876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -4580933.000000 Penalty: 5011.998535
	Iteration 65Q: 3 clusters Score -4580933 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4580959.500000 Penalty: 5011.998535
	Iteration 66Q: 3 clusters Score -4580960 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -4580978.000000 Penalty: 5011.998535
	Iteration 67Q: 3 clusters Score -4580978 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -4581005.500000 Penalty: 5011.998535
	Iteration 68Q: 3 clusters Score -4581006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -4581035.500000 Penalty: 5011.998535
	Iteration 69Q: 3 clusters Score -4581036 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -4581086.000000 Penalty: 5011.998535
	Iteration 70Q: 3 clusters Score -4581086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4581125.000000 Penalty: 5011.998535
	Iteration 71Q: 3 clusters Score -4581125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -4581170.500000 Penalty: 5011.998535
	Iteration 72Q: 3 clusters Score -4581170 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -4581203.500000 Penalty: 5011.998535
	Iteration 73Q: 3 clusters Score -4581204 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4581228.000000 Penalty: 5011.998535
	Iteration 74Q: 3 clusters Score -4581228 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -4581263.500000 Penalty: 5011.998535
	Iteration 75Q: 3 clusters Score -4581264 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4581297.000000 Penalty: 5011.998535
	Iteration 76Q: 3 clusters Score -4581297 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -4581331.500000 Penalty: 5011.998535
	Iteration 77Q: 3 clusters Score -4581332 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -4581346.500000 Penalty: 5011.998535
	Iteration 78Q: 3 clusters Score -4581346 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4581375.500000 Penalty: 5011.998535
	Iteration 79Q: 3 clusters Score -4581376 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -4581430.500000 Penalty: 5011.998535
	Iteration 80F: 3 clusters Score -4581430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -4581458.000000 Penalty: 5011.998535
	Iteration 81Q: 3 clusters Score -4581458 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4581486.500000 Penalty: 5011.998535
	Iteration 82Q: 3 clusters Score -4581486 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4581534.000000 Penalty: 5011.998535
	Iteration 83Q: 3 clusters Score -4581534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4581561.000000 Penalty: 5011.998535
	Iteration 84Q: 3 clusters Score -4581561 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4581595.000000 Penalty: 5011.998535
	Iteration 85Q: 3 clusters Score -4581595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4581622.500000 Penalty: 5011.998535
	Iteration 86Q: 3 clusters Score -4581622 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -4581630.500000 Penalty: 5011.998535
	Iteration 87Q: 3 clusters Score -4581630 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4581643.000000 Penalty: 5011.998535
	Iteration 88Q: 3 clusters Score -4581643 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4581662.000000 Penalty: 5011.998535
	Iteration 89Q: 3 clusters Score -4581662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4581673.000000 Penalty: 5011.998535
	Iteration 90Q: 3 clusters Score -4581673 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4581676.000000 Penalty: 5011.998535
	Iteration 91Q: 3 clusters Score -4581676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4581691.000000 Penalty: 5011.998535
	Iteration 92Q: 3 clusters Score -4581691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -4581693.500000 Penalty: 5011.998535
	Iteration 93Q: 3 clusters Score -4581694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4581695.000000 Penalty: 5011.998535
	Iteration 94Q: 3 clusters Score -4581695 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4581718.000000 Penalty: 5011.998535
	Iteration 95Q: 3 clusters Score -4581718 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4581733.000000 Penalty: 5011.998535
	Iteration 96Q: 3 clusters Score -4581733 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4581738.500000 Penalty: 5011.998535
	Iteration 97Q: 3 clusters Score -4581738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4581739.000000 Penalty: 5011.998535
	Iteration 98Q: 3 clusters Score -4581739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4581747.500000 Penalty: 5011.998535
	Iteration 99Q: 3 clusters Score -4581748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4581751.000000 Penalty: 5011.998535
	Iteration 100F: 3 clusters Score -4581751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4581758.000000 Penalty: 5011.998535
	Iteration 101Q: 3 clusters Score -4581758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4581770.500000 Penalty: 5011.998535
	Iteration 102Q: 3 clusters Score -4581770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4581781.000000 Penalty: 5011.998535
	Iteration 103Q: 3 clusters Score -4581781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4581784.000000 Penalty: 5011.998535
	Iteration 104Q: 3 clusters Score -4581784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4581788.000000 Penalty: 5011.998535
	Iteration 105Q: 3 clusters Score -4581788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4581789.000000 Penalty: 5011.998535
	Iteration 106Q: 3 clusters Score -4581789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4581796.500000 Penalty: 5011.998535
	Iteration 107Q: 3 clusters Score -4581796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4581808.000000 Penalty: 5011.998535
	Iteration 108Q: 3 clusters Score -4581808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4581807.000000 Penalty: 5011.998535
	Iteration 109Q: 3 clusters Score -4581807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4581812.000000 Penalty: 5011.998535
	Iteration 110Q: 3 clusters Score -4581812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4581809.000000 Penalty: 5011.998535
	Iteration 111Q: 3 clusters Score -4581809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4581823.000000 Penalty: 5011.998535
	Iteration 112Q: 3 clusters Score -4581823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4581821.000000 Penalty: 5011.998535
	Iteration 113Q: 3 clusters Score -4581821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4581823.000000 Penalty: 5011.998535
	Iteration 114Q: 3 clusters Score -4581823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4581821.500000 Penalty: 5011.998535
	Iteration 115Q: 3 clusters Score -4581822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4581826.500000 Penalty: 5011.998535
	Iteration 116Q: 3 clusters Score -4581826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4581828.000000 Penalty: 5011.998535
	Iteration 117Q: 3 clusters Score -4581828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4581830.000000 Penalty: 5011.998535
	Iteration 118Q: 3 clusters Score -4581830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -4581828.000000 Penalty: 5011.998535
	Iteration 119Q: 3 clusters Score -4581828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4581827.500000 Penalty: 5011.998535
	Iteration 120F: 3 clusters Score -4581828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4581831.000000 Penalty: 5011.998535
	Iteration 121Q: 3 clusters Score -4581831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -4581838.000000 Penalty: 5011.998535
	Iteration 122Q: 3 clusters Score -4581838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4581842.000000 Penalty: 5011.998535
	Iteration 123Q: 3 clusters Score -4581842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4581843.500000 Penalty: 5011.998535
	Iteration 124Q: 3 clusters Score -4581844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4581844.000000 Penalty: 5011.998535
	Iteration 125Q: 3 clusters Score -4581844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4581849.000000 Penalty: 5011.998535
	Iteration 126Q: 3 clusters Score -4581849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4581855.000000 Penalty: 5011.998535
	Iteration 127Q: 3 clusters Score -4581855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4581856.000000 Penalty: 5011.998535
	Iteration 128Q: 3 clusters Score -4581856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4581858.500000 Penalty: 5011.998535
	Iteration 129Q: 3 clusters Score -4581858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4581855.000000 Penalty: 5011.998535
	Iteration 130Q: 3 clusters Score -4581855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4581857.500000 Penalty: 5011.998535
	Iteration 131Q: 3 clusters Score -4581858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4581854.000000 Penalty: 5011.998535
	Iteration 132Q: 3 clusters Score -4581854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4581855.000000 Penalty: 5011.998535
	Iteration 133Q: 3 clusters Score -4581855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4581856.000000 Penalty: 5011.998535
	Iteration 134Q: 3 clusters Score -4581856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4581859.000000 Penalty: 5011.998535
	Iteration 135Q: 3 clusters Score -4581859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4581866.000000 Penalty: 5011.998535
	Iteration 136Q: 3 clusters Score -4581866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4581869.500000 Penalty: 5011.998535
	Iteration 137Q: 3 clusters Score -4581870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4581863.000000 Penalty: 5011.998535
	Iteration 138Q: 3 clusters Score -4581863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4581871.000000 Penalty: 5011.998535
	Iteration 139Q: 3 clusters Score -4581871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -4581882.000000 Penalty: 5011.998535
	Iteration 140F: 3 clusters Score -4581882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4581886.500000 Penalty: 5011.998535
	Iteration 141Q: 3 clusters Score -4581886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4581882.000000 Penalty: 5011.998535
	Iteration 142Q: 3 clusters Score -4581882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4581886.500000 Penalty: 5011.998535
	Iteration 143Q: 3 clusters Score -4581886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4581889.000000 Penalty: 5011.998535
	Iteration 144Q: 3 clusters Score -4581889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4581894.000000 Penalty: 5011.998535
	Iteration 145Q: 3 clusters Score -4581894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4581903.000000 Penalty: 5011.998535
	Iteration 146Q: 3 clusters Score -4581903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4581918.500000 Penalty: 5011.998535
	Iteration 147Q: 3 clusters Score -4581918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4581910.500000 Penalty: 5011.998535
	Iteration 148Q: 3 clusters Score -4581910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4581915.000000 Penalty: 5011.998535
	Iteration 149Q: 3 clusters Score -4581915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4581917.500000 Penalty: 5011.998535
	Iteration 150Q: 3 clusters Score -4581918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4581922.000000 Penalty: 5011.998535
	Iteration 151Q: 3 clusters Score -4581922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4581918.000000 Penalty: 5011.998535
	Iteration 152Q: 3 clusters Score -4581918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4581924.500000 Penalty: 5011.998535
	Iteration 153Q: 3 clusters Score -4581924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4581927.000000 Penalty: 5011.998535
	Iteration 154Q: 3 clusters Score -4581927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4581927.000000 Penalty: 5011.998535
	Iteration 155Q: 3 clusters Score -4581927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4581927.500000 Penalty: 5011.998535
	Iteration 156Q: 3 clusters Score -4581928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4581930.500000 Penalty: 5011.998535
	Iteration 157Q: 3 clusters Score -4581930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4581932.000000 Penalty: 5011.998535
	Iteration 158Q: 3 clusters Score -4581932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4581930.000000 Penalty: 5011.998535
	Iteration 159Q: 3 clusters Score -4581930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4581930.500000 Penalty: 5011.998535
	Iteration 160F: 3 clusters Score -4581930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4581932.000000 Penalty: 5011.998535
	Iteration 161Q: 3 clusters Score -4581932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4581931.500000 Penalty: 5011.998535
	Iteration 162Q: 3 clusters Score -4581932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4581942.500000 Penalty: 5011.998535
	Iteration 163Q: 3 clusters Score -4581942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -4581939.000000 Penalty: 5011.998535
	Iteration 164Q: 3 clusters Score -4581939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -4581942.000000 Penalty: 5011.998535
	Iteration 165Q: 3 clusters Score -4581942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4581950.000000 Penalty: 5011.998535
	Iteration 166Q: 3 clusters Score -4581950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4581947.000000 Penalty: 5011.998535
	Iteration 167Q: 3 clusters Score -4581947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4581946.500000 Penalty: 5011.998535
	Iteration 168Q: 3 clusters Score -4581946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4581949.500000 Penalty: 5011.998535
	Iteration 169Q: 3 clusters Score -4581950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4581950.000000 Penalty: 5011.998535
	Iteration 170Q: 3 clusters Score -4581950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4581951.500000 Penalty: 5011.998535
	Iteration 171Q: 3 clusters Score -4581952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4581955.000000 Penalty: 5011.998535
	Iteration 172Q: 3 clusters Score -4581955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4581955.500000 Penalty: 5011.998535
	Iteration 173Q: 3 clusters Score -4581956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4581955.500000 Penalty: 5011.998535
	Iteration 174F: 3 clusters Score -4581956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Entering Unmasked Estep 
Score: -4560828.500000 Penalty: 2512.344971
	Iteration 0F: 2 clusters Score -4560828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -4543409.500000 Penalty: 5024.689941
	Iteration 0F: 3 clusters Score -4543410 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4549453.500000 Penalty: 5024.689941
	Iteration 1F: 3 clusters Score -4549454 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4549775.500000 Penalty: 5024.689941
	Iteration 2Q: 3 clusters Score -4549776 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4550061.500000 Penalty: 5024.689941
	Iteration 3Q: 3 clusters Score -4550062 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -4550231.000000 Penalty: 5024.689941
	Iteration 4Q: 3 clusters Score -4550231 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4550390.500000 Penalty: 5024.689941
	Iteration 5Q: 3 clusters Score -4550390 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -4550565.500000 Penalty: 5024.689941
	Iteration 6Q: 3 clusters Score -4550566 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4550772.000000 Penalty: 5024.689941
	Iteration 7Q: 3 clusters Score -4550772 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -4550919.500000 Penalty: 5024.689941
	Iteration 8Q: 3 clusters Score -4550920 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4551132.000000 Penalty: 5024.689941
	Iteration 9Q: 3 clusters Score -4551132 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4551443.500000 Penalty: 5024.689941
	Iteration 10Q: 3 clusters Score -4551444 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -4551854.000000 Penalty: 5024.689941
	Iteration 11Q: 3 clusters Score -4551854 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4552397.000000 Penalty: 5024.689941
	Iteration 12Q: 3 clusters Score -4552397 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -4553127.500000 Penalty: 5024.689941
	Iteration 13Q: 3 clusters Score -4553128 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -4554098.500000 Penalty: 5024.689941
	Iteration 14F: 3 clusters Score -4554098 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4555307.000000 Penalty: 5024.689941
	Iteration 15F: 3 clusters Score -4555307 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -4556558.000000 Penalty: 5024.689941
	Iteration 16F: 3 clusters Score -4556558 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4557510.500000 Penalty: 5024.689941
	Iteration 17Q: 3 clusters Score -4557510 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4558063.500000 Penalty: 5024.689941
	Iteration 18Q: 3 clusters Score -4558064 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4558361.000000 Penalty: 5024.689941
	Iteration 19Q: 3 clusters Score -4558361 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4558509.500000 Penalty: 5024.689941
	Iteration 20F: 3 clusters Score -4558510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4558578.500000 Penalty: 5024.689941
	Iteration 21Q: 3 clusters Score -4558578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4558627.500000 Penalty: 5024.689941
	Iteration 22Q: 3 clusters Score -4558628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4558656.500000 Penalty: 5024.689941
	Iteration 23Q: 3 clusters Score -4558656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4558674.000000 Penalty: 5024.689941
	Iteration 24Q: 3 clusters Score -4558674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4558697.500000 Penalty: 5024.689941
	Iteration 25Q: 3 clusters Score -4558698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4558710.000000 Penalty: 5024.689941
	Iteration 26Q: 3 clusters Score -4558710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4558723.000000 Penalty: 5024.689941
	Iteration 27Q: 3 clusters Score -4558723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4558721.500000 Penalty: 5024.689941
	Iteration 28Q: 3 clusters Score -4558722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4558721.500000 Penalty: 5024.689941
	Iteration 29F: 3 clusters Score -4558722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Entering Unmasked Estep 
Score: -7354023.000000 Penalty: 2622.967773
	Iteration 0F: 2 clusters Score -7354023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -7327654.500000 Penalty: 5245.935547
	Iteration 0F: 3 clusters Score -7327654 nChanged 17974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -7337263.000000 Penalty: 5245.935547
	Iteration 1F: 3 clusters Score -7337263 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -7337715.500000 Penalty: 5245.935547
	Iteration 2Q: 3 clusters Score -7337716 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -7338179.000000 Penalty: 5245.935547
	Iteration 3Q: 3 clusters Score -7338179 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -7338604.500000 Penalty: 5245.935547
	Iteration 4Q: 3 clusters Score -7338604 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -7339206.500000 Penalty: 5245.935547
	Iteration 5Q: 3 clusters Score -7339206 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -7339991.000000 Penalty: 5245.935547
	Iteration 6Q: 3 clusters Score -7339991 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -7341210.000000 Penalty: 5245.935547
	Iteration 7F: 3 clusters Score -7341210 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -7342922.000000 Penalty: 5245.935547
	Iteration 8F: 3 clusters Score -7342922 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -7345120.500000 Penalty: 5245.935547
	Iteration 9F: 3 clusters Score -7345120 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7347541.000000 Penalty: 5245.935547
	Iteration 10F: 3 clusters Score -7347541 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7349401.500000 Penalty: 5245.935547
	Iteration 11Q: 3 clusters Score -7349402 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7350364.500000 Penalty: 5245.935547
	Iteration 12Q: 3 clusters Score -7350364 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -7350857.500000 Penalty: 5245.935547
	Iteration 13Q: 3 clusters Score -7350858 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -7351034.500000 Penalty: 5245.935547
	Iteration 14Q: 3 clusters Score -7351034 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -7351177.000000 Penalty: 5245.935547
	Iteration 15Q: 3 clusters Score -7351177 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7351277.000000 Penalty: 5245.935547
	Iteration 16Q: 3 clusters Score -7351277 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -7351332.500000 Penalty: 5245.935547
	Iteration 17Q: 3 clusters Score -7351332 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7351375.000000 Penalty: 5245.935547
	Iteration 18Q: 3 clusters Score -7351375 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7351440.000000 Penalty: 5245.935547
	Iteration 19Q: 3 clusters Score -7351440 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7351493.500000 Penalty: 5245.935547
	Iteration 20F: 3 clusters Score -7351494 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -7351536.500000 Penalty: 5245.935547
	Iteration 21Q: 3 clusters Score -7351536 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7351568.500000 Penalty: 5245.935547
	Iteration 22Q: 3 clusters Score -7351568 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7351595.000000 Penalty: 5245.935547
	Iteration 23Q: 3 clusters Score -7351595 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7351639.500000 Penalty: 5245.935547
	Iteration 24Q: 3 clusters Score -7351640 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7351686.500000 Penalty: 5245.935547
	Iteration 25Q: 3 clusters Score -7351686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7351708.500000 Penalty: 5245.935547
	Iteration 26Q: 3 clusters Score -7351708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -7351715.500000 Penalty: 5245.935547
	Iteration 27Q: 3 clusters Score -7351716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7351740.500000 Penalty: 5245.935547
	Iteration 28Q: 3 clusters Score -7351740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7351740.500000 Penalty: 5245.935547
	Iteration 29Q: 3 clusters Score -7351740 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7351738.000000 Penalty: 5245.935547
	Iteration 30Q: 3 clusters Score -7351738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7351758.500000 Penalty: 5245.935547
	Iteration 31Q: 3 clusters Score -7351758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7351763.500000 Penalty: 5245.935547
	Iteration 32Q: 3 clusters Score -7351764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7351779.000000 Penalty: 5245.935547
	Iteration 33Q: 3 clusters Score -7351779 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7351770.500000 Penalty: 5245.935547
	Iteration 34Q: 3 clusters Score -7351770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -7351789.000000 Penalty: 5245.935547
	Iteration 35Q: 3 clusters Score -7351789 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7351774.500000 Penalty: 5245.935547
	Iteration 36Q: 3 clusters Score -7351774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7351778.000000 Penalty: 5245.935547
	Iteration 37Q: 3 clusters Score -7351778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7351775.000000 Penalty: 5245.935547
	Iteration 38Q: 3 clusters Score -7351775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7351769.000000 Penalty: 5245.935547
	Iteration 39Q: 3 clusters Score -7351769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7351768.500000 Penalty: 5245.935547
	Iteration 40F: 3 clusters Score -7351768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -7351778.500000 Penalty: 5245.935547
	Iteration 41Q: 3 clusters Score -7351778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7351794.500000 Penalty: 5245.935547
	Iteration 42Q: 3 clusters Score -7351794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7351801.500000 Penalty: 5245.935547
	Iteration 43Q: 3 clusters Score -7351802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7351794.500000 Penalty: 5245.935547
	Iteration 44Q: 3 clusters Score -7351794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7351799.000000 Penalty: 5245.935547
	Iteration 45Q: 3 clusters Score -7351799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7351807.500000 Penalty: 5245.935547
	Iteration 46Q: 3 clusters Score -7351808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7351796.500000 Penalty: 5245.935547
	Iteration 47Q: 3 clusters Score -7351796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7351803.000000 Penalty: 5245.935547
	Iteration 48Q: 3 clusters Score -7351803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7351808.000000 Penalty: 5245.935547
	Iteration 49Q: 3 clusters Score -7351808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7351816.000000 Penalty: 5245.935547
	Iteration 50Q: 3 clusters Score -7351816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7351838.000000 Penalty: 5245.935547
	Iteration 51Q: 3 clusters Score -7351838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7351826.000000 Penalty: 5245.935547
	Iteration 52Q: 3 clusters Score -7351826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7351828.500000 Penalty: 5245.935547
	Iteration 53Q: 3 clusters Score -7351828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7351825.500000 Penalty: 5245.935547
	Iteration 54Q: 3 clusters Score -7351826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7351836.500000 Penalty: 5245.935547
	Iteration 55Q: 3 clusters Score -7351836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37384 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7351839.500000 Penalty: 5245.935547
	Iteration 56Q: 3 clusters Score -7351840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7351852.000000 Penalty: 5245.935547
	Iteration 57Q: 3 clusters Score -7351852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7351859.500000 Penalty: 5245.935547
	Iteration 58Q: 3 clusters Score -7351860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7351864.500000 Penalty: 5245.935547
	Iteration 59Q: 3 clusters Score -7351864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7351874.000000 Penalty: 5245.935547
	Iteration 60F: 3 clusters Score -7351874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7351886.500000 Penalty: 5245.935547
	Iteration 61Q: 3 clusters Score -7351886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7351896.500000 Penalty: 5245.935547
	Iteration 62Q: 3 clusters Score -7351896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7351892.500000 Penalty: 5245.935547
	Iteration 63Q: 3 clusters Score -7351892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7351894.500000 Penalty: 5245.935547
	Iteration 64Q: 3 clusters Score -7351894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7351894.000000 Penalty: 5245.935547
	Iteration 65Q: 3 clusters Score -7351894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -7351902.000000 Penalty: 5245.935547
	Iteration 66Q: 3 clusters Score -7351902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -7351908.500000 Penalty: 5245.935547
	Iteration 67Q: 3 clusters Score -7351908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7351910.500000 Penalty: 5245.935547
	Iteration 68Q: 3 clusters Score -7351910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7351910.000000 Penalty: 5245.935547
	Iteration 69Q: 3 clusters Score -7351910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7351913.000000 Penalty: 5245.935547
	Iteration 70Q: 3 clusters Score -7351913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7351912.000000 Penalty: 5245.935547
	Iteration 71Q: 3 clusters Score -7351912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -7351908.500000 Penalty: 5245.935547
	Iteration 72Q: 3 clusters Score -7351908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7351914.000000 Penalty: 5245.935547
	Iteration 73Q: 3 clusters Score -7351914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37691 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7351921.500000 Penalty: 5245.935547
	Iteration 74Q: 3 clusters Score -7351922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7351925.000000 Penalty: 5245.935547
	Iteration 75Q: 3 clusters Score -7351925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7351914.000000 Penalty: 5245.935547
	Iteration 76Q: 3 clusters Score -7351914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7351919.500000 Penalty: 5245.935547
	Iteration 77Q: 3 clusters Score -7351920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7351927.500000 Penalty: 5245.935547
	Iteration 78Q: 3 clusters Score -7351928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7351935.000000 Penalty: 5245.935547
	Iteration 79Q: 3 clusters Score -7351935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7351927.000000 Penalty: 5245.935547
	Iteration 80F: 3 clusters Score -7351927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7351928.000000 Penalty: 5245.935547
	Iteration 81Q: 3 clusters Score -7351928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7351932.500000 Penalty: 5245.935547
	Iteration 82Q: 3 clusters Score -7351932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -7351927.500000 Penalty: 5245.935547
	Iteration 83Q: 3 clusters Score -7351928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7351935.500000 Penalty: 5245.935547
	Iteration 84Q: 3 clusters Score -7351936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -7351943.500000 Penalty: 5245.935547
	Iteration 85Q: 3 clusters Score -7351944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7351943.500000 Penalty: 5245.935547
	Iteration 86Q: 3 clusters Score -7351944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7351943.500000 Penalty: 5245.935547
	Iteration 87Q: 3 clusters Score -7351944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7351941.000000 Penalty: 5245.935547
	Iteration 88Q: 3 clusters Score -7351941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -7351941.500000 Penalty: 5245.935547
	Iteration 89Q: 3 clusters Score -7351942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7351942.500000 Penalty: 5245.935547
	Iteration 90Q: 3 clusters Score -7351942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7351946.500000 Penalty: 5245.935547
	Iteration 91Q: 3 clusters Score -7351946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7351944.000000 Penalty: 5245.935547
	Iteration 92Q: 3 clusters Score -7351944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -7351943.500000 Penalty: 5245.935547
	Iteration 93Q: 3 clusters Score -7351944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7351939.500000 Penalty: 5245.935547
	Iteration 94Q: 3 clusters Score -7351940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7351939.500000 Penalty: 5245.935547
	Iteration 95F: 3 clusters Score -7351940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Entering Unmasked Estep 
Score: -8701339.000000 Penalty: 2667.711914
	Iteration 0F: 2 clusters Score -8701339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8670770.000000 Penalty: 5335.423828
	Iteration 0F: 3 clusters Score -8670770 nChanged 21448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8682648.000000 Penalty: 5335.423828
	Iteration 1F: 3 clusters Score -8682648 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -8683301.000000 Penalty: 5335.423828
	Iteration 2Q: 3 clusters Score -8683301 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -8683955.000000 Penalty: 5335.423828
	Iteration 3Q: 3 clusters Score -8683955 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -8684802.000000 Penalty: 5335.423828
	Iteration 4Q: 3 clusters Score -8684802 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -8686155.000000 Penalty: 5335.423828
	Iteration 5F: 3 clusters Score -8686155 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -8688201.000000 Penalty: 5335.423828
	Iteration 6F: 3 clusters Score -8688201 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37453 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -8691034.000000 Penalty: 5335.423828
	Iteration 7F: 3 clusters Score -8691034 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8694107.000000 Penalty: 5335.423828
	Iteration 8F: 3 clusters Score -8694107 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8696656.000000 Penalty: 5335.423828
	Iteration 9F: 3 clusters Score -8696656 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8697956.000000 Penalty: 5335.423828
	Iteration 10Q: 3 clusters Score -8697956 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8698570.000000 Penalty: 5335.423828
	Iteration 11Q: 3 clusters Score -8698570 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8698789.000000 Penalty: 5335.423828
	Iteration 12Q: 3 clusters Score -8698789 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8698867.000000 Penalty: 5335.423828
	Iteration 13Q: 3 clusters Score -8698867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8698914.000000 Penalty: 5335.423828
	Iteration 14Q: 3 clusters Score -8698914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46569 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8698953.000000 Penalty: 5335.423828
	Iteration 15Q: 3 clusters Score -8698953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8698982.000000 Penalty: 5335.423828
	Iteration 16Q: 3 clusters Score -8698982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8698989.000000 Penalty: 5335.423828
	Iteration 17Q: 3 clusters Score -8698989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8699010.000000 Penalty: 5335.423828
	Iteration 18Q: 3 clusters Score -8699010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8699020.000000 Penalty: 5335.423828
	Iteration 19Q: 3 clusters Score -8699020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8699031.000000 Penalty: 5335.423828
	Iteration 20F: 3 clusters Score -8699031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8699042.000000 Penalty: 5335.423828
	Iteration 21Q: 3 clusters Score -8699042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8699058.000000 Penalty: 5335.423828
	Iteration 22Q: 3 clusters Score -8699058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8699061.000000 Penalty: 5335.423828
	Iteration 23Q: 3 clusters Score -8699061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8699058.000000 Penalty: 5335.423828
	Iteration 24Q: 3 clusters Score -8699058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8699072.000000 Penalty: 5335.423828
	Iteration 25Q: 3 clusters Score -8699072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8699073.000000 Penalty: 5335.423828
	Iteration 26Q: 3 clusters Score -8699073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8699076.000000 Penalty: 5335.423828
	Iteration 27Q: 3 clusters Score -8699076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8699076.000000 Penalty: 5335.423828
	Iteration 28F: 3 clusters Score -8699076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -1061862.875000 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -1061863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1056959.250000 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -1056959 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1058071.875000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -1058072 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1058288.125000 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -1058288 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1058440.000000 Penalty: 4288.472656
	Iteration 3Q: 3 clusters Score -1058440 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1058539.375000 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -1058539 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1058612.375000 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -1058612 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1058680.625000 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -1058681 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1058735.625000 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -1058736 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1058797.625000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -1058798 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1058851.000000 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -1058851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1058905.375000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -1058905 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1058960.250000 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -1058960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1059024.875000 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -1059025 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1059071.125000 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -1059071 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1059116.500000 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -1059116 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1059178.125000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -1059178 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1059256.250000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -1059256 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1059341.625000 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -1059342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1059427.375000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -1059427 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1059528.375000 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -1059528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1059621.875000 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -1059622 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1059707.375000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -1059707 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1059779.750000 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -1059780 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1059842.625000 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -1059843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1059877.500000 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -1059878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1059911.375000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -1059911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1059948.500000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -1059948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1059968.625000 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -1059969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1059981.375000 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -1059981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1059993.375000 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -1059993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1060000.750000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -1060001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1060004.375000 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -1060004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1060006.875000 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -1060007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1060010.250000 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -1060010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1060015.250000 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -1060015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1060014.875000 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -1060015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1060013.750000 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -1060014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1060014.375000 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -1060014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1060019.375000 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -1060019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1060019.000000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -1060019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1060024.500000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -1060024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1060026.625000 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -1060027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1060030.875000 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -1060031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1060032.250000 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -1060032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1060036.375000 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -1060036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1060038.000000 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -1060038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1060038.750000 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -1060039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1060040.250000 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -1060040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1060042.250000 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -1060042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1060042.250000 Penalty: 4288.472656
	Iteration 49F: 3 clusters Score -1060042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Entering Unmasked Estep 
Score: -9038407.000000 Penalty: 2674.135010
	Iteration 0F: 2 clusters Score -9038407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -9008387.000000 Penalty: 5348.270020
	Iteration 0F: 3 clusters Score -9008387 nChanged 22184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -9020532.000000 Penalty: 5348.270020
	Iteration 1F: 3 clusters Score -9020532 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -9020992.000000 Penalty: 5348.270020
	Iteration 2Q: 3 clusters Score -9020992 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -9021543.000000 Penalty: 5348.270020
	Iteration 3Q: 3 clusters Score -9021543 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -9022218.000000 Penalty: 5348.270020
	Iteration 4Q: 3 clusters Score -9022218 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -9023288.000000 Penalty: 5348.270020
	Iteration 5Q: 3 clusters Score -9023288 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -9024816.000000 Penalty: 5348.270020
	Iteration 6F: 3 clusters Score -9024816 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -9026980.000000 Penalty: 5348.270020
	Iteration 7F: 3 clusters Score -9026980 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 37418 members 
Entering Unmasked Estep 
Score: -9029493.000000 Penalty: 5348.270020
	Iteration 8F: 3 clusters Score -9029493 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -9031838.000000 Penalty: 5348.270020
	Iteration 9F: 3 clusters Score -9031838 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -9033534.000000 Penalty: 5348.270020
	Iteration 10Q: 3 clusters Score -9033534 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -9034596.000000 Penalty: 5348.270020
	Iteration 11Q: 3 clusters Score -9034596 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9035236.000000 Penalty: 5348.270020
	Iteration 12Q: 3 clusters Score -9035236 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9035653.000000 Penalty: 5348.270020
	Iteration 13Q: 3 clusters Score -9035653 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -9035957.000000 Penalty: 5348.270020
	Iteration 14Q: 3 clusters Score -9035957 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9036193.000000 Penalty: 5348.270020
	Iteration 15Q: 3 clusters Score -9036193 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -9036374.000000 Penalty: 5348.270020
	Iteration 16Q: 3 clusters Score -9036374 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -9036495.000000 Penalty: 5348.270020
	Iteration 17Q: 3 clusters Score -9036495 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -9036598.000000 Penalty: 5348.270020
	Iteration 18Q: 3 clusters Score -9036598 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -9036659.000000 Penalty: 5348.270020
	Iteration 19Q: 3 clusters Score -9036659 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -9036709.000000 Penalty: 5348.270020
	Iteration 20F: 3 clusters Score -9036709 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -9036679.000000 Penalty: 5348.270020
	Iteration 21Q: 3 clusters Score -9036679 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -9036694.000000 Penalty: 5348.270020
	Iteration 22Q: 3 clusters Score -9036694 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46894 members 
Entering Unmasked Estep 
Score: -9036685.000000 Penalty: 5348.270020
	Iteration 23Q: 3 clusters Score -9036685 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -9036683.000000 Penalty: 5348.270020
	Iteration 24Q: 3 clusters Score -9036683 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -9036656.000000 Penalty: 5348.270020
	Iteration 25Q: 3 clusters Score -9036656 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -9036633.000000 Penalty: 5348.270020
	Iteration 26Q: 3 clusters Score -9036633 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 47304 members 
Entering Unmasked Estep 
Score: -9036660.000000 Penalty: 5348.270020
	Iteration 27Q: 3 clusters Score -9036660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9036614.000000 Penalty: 5348.270020
	Iteration 28Q: 3 clusters Score -9036614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -9036615.000000 Penalty: 5348.270020
	Iteration 29Q: 3 clusters Score -9036615 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -9036583.000000 Penalty: 5348.270020
	Iteration 30Q: 3 clusters Score -9036583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -9036578.000000 Penalty: 5348.270020
	Iteration 31Q: 3 clusters Score -9036578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9036565.000000 Penalty: 5348.270020
	Iteration 32Q: 3 clusters Score -9036565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47526 members 
Entering Unmasked Estep 
Score: -9036555.000000 Penalty: 5348.270020
	Iteration 33Q: 3 clusters Score -9036555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -9036549.000000 Penalty: 5348.270020
	Iteration 34Q: 3 clusters Score -9036549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -9036542.000000 Penalty: 5348.270020
	Iteration 35Q: 3 clusters Score -9036542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9036540.000000 Penalty: 5348.270020
	Iteration 36Q: 3 clusters Score -9036540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -9036539.000000 Penalty: 5348.270020
	Iteration 37Q: 3 clusters Score -9036539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -9036549.000000 Penalty: 5348.270020
	Iteration 38Q: 3 clusters Score -9036549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -9036542.000000 Penalty: 5348.270020
	Iteration 39Q: 3 clusters Score -9036542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -9036555.000000 Penalty: 5348.270020
	Iteration 40F: 3 clusters Score -9036555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -9036550.000000 Penalty: 5348.270020
	Iteration 41Q: 3 clusters Score -9036550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -9036558.000000 Penalty: 5348.270020
	Iteration 42Q: 3 clusters Score -9036558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 47588 members 
Entering Unmasked Estep 
Score: -9036555.000000 Penalty: 5348.270020
	Iteration 43Q: 3 clusters Score -9036555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 47594 members 
Entering Unmasked Estep 
Score: -9036552.000000 Penalty: 5348.270020
	Iteration 44Q: 3 clusters Score -9036552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47599 members 
Entering Unmasked Estep 
Score: -9036548.000000 Penalty: 5348.270020
	Iteration 45Q: 3 clusters Score -9036548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9036550.000000 Penalty: 5348.270020
	Iteration 46Q: 3 clusters Score -9036550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 47602 members 
Entering Unmasked Estep 
Score: -9036554.000000 Penalty: 5348.270020
	Iteration 47Q: 3 clusters Score -9036554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -9036551.000000 Penalty: 5348.270020
	Iteration 48Q: 3 clusters Score -9036551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9036549.000000 Penalty: 5348.270020
	Iteration 49Q: 3 clusters Score -9036549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9036549.000000 Penalty: 5348.270020
	Iteration 50F: 3 clusters Score -9036549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -201943.328125 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -201943.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -199902.234375 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -199902.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -200327.500000 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -200327.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -200504.421875 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -200504.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -200648.031250 Penalty: 3527.714355
	Iteration 3Q: 3 clusters Score -200648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -200767.937500 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -200767.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -200887.765625 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -200887.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -201011.640625 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -201011.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -201138.203125 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -201138.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -201220.765625 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -201220.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -201274.859375 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -201274.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -201313.781250 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -201313.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -201340.937500 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -201340.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -201373.687500 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -201373.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -201395.343750 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -201395.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -201416.890625 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -201416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -201441.546875 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -201441.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -201473.437500 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -201473.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -201517.453125 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -201517.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -201556.187500 Penalty: 3527.714355
	Iteration 18Q: 3 clusters Score -201556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -201576.906250 Penalty: 3527.714355
	Iteration 19Q: 3 clusters Score -201576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -201606.234375 Penalty: 3527.714355
	Iteration 20F: 3 clusters Score -201606.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -201627.203125 Penalty: 3527.714355
	Iteration 21Q: 3 clusters Score -201627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -201646.656250 Penalty: 3527.714355
	Iteration 22Q: 3 clusters Score -201646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -201658.078125 Penalty: 3527.714355
	Iteration 23Q: 3 clusters Score -201658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -201663.187500 Penalty: 3527.714355
	Iteration 24Q: 3 clusters Score -201663.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -201668.453125 Penalty: 3527.714355
	Iteration 25Q: 3 clusters Score -201668.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -201671.093750 Penalty: 3527.714355
	Iteration 26Q: 3 clusters Score -201671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -201672.234375 Penalty: 3527.714355
	Iteration 27Q: 3 clusters Score -201672.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -201672.234375 Penalty: 3527.714355
	Iteration 28F: 3 clusters Score -201672.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Entering Unmasked Estep 
Score: -4354663.000000 Penalty: 2495.753174
	Iteration 0F: 2 clusters Score -4354663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -4338407.500000 Penalty: 4991.506348
	Iteration 0F: 3 clusters Score -4338408 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4344161.000000 Penalty: 4991.506348
	Iteration 1F: 3 clusters Score -4344161 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -4344636.000000 Penalty: 4991.506348
	Iteration 2F: 3 clusters Score -4344636 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -4345030.000000 Penalty: 4991.506348
	Iteration 3Q: 3 clusters Score -4345030 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -4345379.500000 Penalty: 4991.506348
	Iteration 4Q: 3 clusters Score -4345380 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4345777.500000 Penalty: 4991.506348
	Iteration 5Q: 3 clusters Score -4345778 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -4346205.000000 Penalty: 4991.506348
	Iteration 6Q: 3 clusters Score -4346205 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4346779.500000 Penalty: 4991.506348
	Iteration 7Q: 3 clusters Score -4346780 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -4347514.500000 Penalty: 4991.506348
	Iteration 8Q: 3 clusters Score -4347514 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -4348428.500000 Penalty: 4991.506348
	Iteration 9F: 3 clusters Score -4348428 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -4349425.000000 Penalty: 4991.506348
	Iteration 10F: 3 clusters Score -4349425 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -4350255.000000 Penalty: 4991.506348
	Iteration 11Q: 3 clusters Score -4350255 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -4350751.500000 Penalty: 4991.506348
	Iteration 12Q: 3 clusters Score -4350752 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -4351041.000000 Penalty: 4991.506348
	Iteration 13Q: 3 clusters Score -4351041 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -4351228.500000 Penalty: 4991.506348
	Iteration 14Q: 3 clusters Score -4351228 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4351357.500000 Penalty: 4991.506348
	Iteration 15Q: 3 clusters Score -4351358 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4351470.000000 Penalty: 4991.506348
	Iteration 16Q: 3 clusters Score -4351470 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -4351547.000000 Penalty: 4991.506348
	Iteration 17Q: 3 clusters Score -4351547 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -4351575.000000 Penalty: 4991.506348
	Iteration 18Q: 3 clusters Score -4351575 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4351629.500000 Penalty: 4991.506348
	Iteration 19Q: 3 clusters Score -4351630 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -4351682.500000 Penalty: 4991.506348
	Iteration 20F: 3 clusters Score -4351682 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4351722.500000 Penalty: 4991.506348
	Iteration 21Q: 3 clusters Score -4351722 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -4351768.000000 Penalty: 4991.506348
	Iteration 22Q: 3 clusters Score -4351768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -4351809.500000 Penalty: 4991.506348
	Iteration 23Q: 3 clusters Score -4351810 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4351844.500000 Penalty: 4991.506348
	Iteration 24Q: 3 clusters Score -4351844 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4351884.000000 Penalty: 4991.506348
	Iteration 25Q: 3 clusters Score -4351884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -4351923.500000 Penalty: 4991.506348
	Iteration 26Q: 3 clusters Score -4351924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -4351943.500000 Penalty: 4991.506348
	Iteration 27Q: 3 clusters Score -4351944 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -4351980.000000 Penalty: 4991.506348
	Iteration 28Q: 3 clusters Score -4351980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -4351992.500000 Penalty: 4991.506348
	Iteration 29Q: 3 clusters Score -4351992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4352032.000000 Penalty: 4991.506348
	Iteration 30Q: 3 clusters Score -4352032 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4352070.000000 Penalty: 4991.506348
	Iteration 31Q: 3 clusters Score -4352070 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4352093.000000 Penalty: 4991.506348
	Iteration 32Q: 3 clusters Score -4352093 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -4352126.500000 Penalty: 4991.506348
	Iteration 33Q: 3 clusters Score -4352126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -4352146.500000 Penalty: 4991.506348
	Iteration 34Q: 3 clusters Score -4352146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -4352161.500000 Penalty: 4991.506348
	Iteration 35Q: 3 clusters Score -4352162 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4352188.000000 Penalty: 4991.506348
	Iteration 36Q: 3 clusters Score -4352188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -4352214.000000 Penalty: 4991.506348
	Iteration 37Q: 3 clusters Score -4352214 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4352229.000000 Penalty: 4991.506348
	Iteration 38Q: 3 clusters Score -4352229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -4352243.000000 Penalty: 4991.506348
	Iteration 39Q: 3 clusters Score -4352243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4352250.500000 Penalty: 4991.506348
	Iteration 40F: 3 clusters Score -4352250 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19739 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4352279.000000 Penalty: 4991.506348
	Iteration 41Q: 3 clusters Score -4352279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -4352304.000000 Penalty: 4991.506348
	Iteration 42Q: 3 clusters Score -4352304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -4352332.000000 Penalty: 4991.506348
	Iteration 43Q: 3 clusters Score -4352332 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -4352340.500000 Penalty: 4991.506348
	Iteration 44Q: 3 clusters Score -4352340 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -4352353.500000 Penalty: 4991.506348
	Iteration 45Q: 3 clusters Score -4352354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4352367.000000 Penalty: 4991.506348
	Iteration 46Q: 3 clusters Score -4352367 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4352381.000000 Penalty: 4991.506348
	Iteration 47Q: 3 clusters Score -4352381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -4352391.500000 Penalty: 4991.506348
	Iteration 48Q: 3 clusters Score -4352392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -4352394.500000 Penalty: 4991.506348
	Iteration 49Q: 3 clusters Score -4352394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4352389.500000 Penalty: 4991.506348
	Iteration 50Q: 3 clusters Score -4352390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -4352386.000000 Penalty: 4991.506348
	Iteration 51Q: 3 clusters Score -4352386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4352401.500000 Penalty: 4991.506348
	Iteration 52Q: 3 clusters Score -4352402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -4352402.000000 Penalty: 4991.506348
	Iteration 53Q: 3 clusters Score -4352402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4352400.500000 Penalty: 4991.506348
	Iteration 54Q: 3 clusters Score -4352400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -4352405.500000 Penalty: 4991.506348
	Iteration 55Q: 3 clusters Score -4352406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4352413.000000 Penalty: 4991.506348
	Iteration 56Q: 3 clusters Score -4352413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4352419.000000 Penalty: 4991.506348
	Iteration 57Q: 3 clusters Score -4352419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4352420.000000 Penalty: 4991.506348
	Iteration 58Q: 3 clusters Score -4352420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4352418.500000 Penalty: 4991.506348
	Iteration 59Q: 3 clusters Score -4352418 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4352417.500000 Penalty: 4991.506348
	Iteration 60F: 3 clusters Score -4352418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4352433.500000 Penalty: 4991.506348
	Iteration 61Q: 3 clusters Score -4352434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4352436.000000 Penalty: 4991.506348
	Iteration 62Q: 3 clusters Score -4352436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -4352448.500000 Penalty: 4991.506348
	Iteration 63Q: 3 clusters Score -4352448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4352456.500000 Penalty: 4991.506348
	Iteration 64Q: 3 clusters Score -4352456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -4352452.000000 Penalty: 4991.506348
	Iteration 65Q: 3 clusters Score -4352452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4352461.500000 Penalty: 4991.506348
	Iteration 66Q: 3 clusters Score -4352462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4352463.500000 Penalty: 4991.506348
	Iteration 67Q: 3 clusters Score -4352464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4352464.000000 Penalty: 4991.506348
	Iteration 68Q: 3 clusters Score -4352464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4352471.000000 Penalty: 4991.506348
	Iteration 69Q: 3 clusters Score -4352471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4352476.000000 Penalty: 4991.506348
	Iteration 70Q: 3 clusters Score -4352476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4352484.000000 Penalty: 4991.506348
	Iteration 71Q: 3 clusters Score -4352484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -4352485.000000 Penalty: 4991.506348
	Iteration 72Q: 3 clusters Score -4352485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4352483.000000 Penalty: 4991.506348
	Iteration 73Q: 3 clusters Score -4352483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4352482.500000 Penalty: 4991.506348
	Iteration 74Q: 3 clusters Score -4352482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4352482.000000 Penalty: 4991.506348
	Iteration 75Q: 3 clusters Score -4352482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4352477.000000 Penalty: 4991.506348
	Iteration 76Q: 3 clusters Score -4352477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4352476.500000 Penalty: 4991.506348
	Iteration 77Q: 3 clusters Score -4352476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4352481.500000 Penalty: 4991.506348
	Iteration 78Q: 3 clusters Score -4352482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4352480.500000 Penalty: 4991.506348
	Iteration 79Q: 3 clusters Score -4352480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4352480.500000 Penalty: 4991.506348
	Iteration 80F: 3 clusters Score -4352480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 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 201 members 
Entering Unmasked Estep 
Score: -68742.953125 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68742.95 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68967.703125 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68967.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69138.390625 Penalty: 2991.219971
	Iteration 2F: 3 clusters Score -69138.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69187.929688 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -69187.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69206.648438 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -69206.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69218.625000 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -69218.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -69228.960938 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -69228.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69230.179688 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -69230.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69231.257812 Penalty: 2991.219971
	Iteration 8Q: 3 clusters Score -69231.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69231.257812 Penalty: 2991.219971
	Iteration 9F: 3 clusters Score -69231.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Entering Unmasked Estep 
Score: -887481.812500 Penalty: 2101.571045
	Iteration 0F: 2 clusters Score -887481.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -883055.812500 Penalty: 4203.142090
	Iteration 0F: 3 clusters Score -883055.8 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -884098.375000 Penalty: 4203.142090
	Iteration 1F: 3 clusters Score -884098.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -884301.625000 Penalty: 4203.142090
	Iteration 2F: 3 clusters Score -884301.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -884425.625000 Penalty: 4203.142090
	Iteration 3Q: 3 clusters Score -884425.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -884502.250000 Penalty: 4203.142090
	Iteration 4Q: 3 clusters Score -884502.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -884555.625000 Penalty: 4203.142090
	Iteration 5Q: 3 clusters Score -884555.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -884609.875000 Penalty: 4203.142090
	Iteration 6Q: 3 clusters Score -884609.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -884647.750000 Penalty: 4203.142090
	Iteration 7Q: 3 clusters Score -884647.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -884675.875000 Penalty: 4203.142090
	Iteration 8Q: 3 clusters Score -884675.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -884703.250000 Penalty: 4203.142090
	Iteration 9Q: 3 clusters Score -884703.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -884730.875000 Penalty: 4203.142090
	Iteration 10Q: 3 clusters Score -884730.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -884758.062500 Penalty: 4203.142090
	Iteration 11Q: 3 clusters Score -884758.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -884782.437500 Penalty: 4203.142090
	Iteration 12Q: 3 clusters Score -884782.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -884803.875000 Penalty: 4203.142090
	Iteration 13Q: 3 clusters Score -884803.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -884830.687500 Penalty: 4203.142090
	Iteration 14Q: 3 clusters Score -884830.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -884863.812500 Penalty: 4203.142090
	Iteration 15Q: 3 clusters Score -884863.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -884904.937500 Penalty: 4203.142090
	Iteration 16Q: 3 clusters Score -884904.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -884939.187500 Penalty: 4203.142090
	Iteration 17Q: 3 clusters Score -884939.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -884972.562500 Penalty: 4203.142090
	Iteration 18Q: 3 clusters Score -884972.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -885006.375000 Penalty: 4203.142090
	Iteration 19Q: 3 clusters Score -885006.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -885041.250000 Penalty: 4203.142090
	Iteration 20F: 3 clusters Score -885041.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -885077.625000 Penalty: 4203.142090
	Iteration 21Q: 3 clusters Score -885077.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -885104.562500 Penalty: 4203.142090
	Iteration 22Q: 3 clusters Score -885104.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -885130.312500 Penalty: 4203.142090
	Iteration 23Q: 3 clusters Score -885130.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -885152.687500 Penalty: 4203.142090
	Iteration 24Q: 3 clusters Score -885152.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -885177.187500 Penalty: 4203.142090
	Iteration 25Q: 3 clusters Score -885177.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -885195.687500 Penalty: 4203.142090
	Iteration 26Q: 3 clusters Score -885195.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -885219.812500 Penalty: 4203.142090
	Iteration 27Q: 3 clusters Score -885219.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -885255.250000 Penalty: 4203.142090
	Iteration 28Q: 3 clusters Score -885255.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -885309.500000 Penalty: 4203.142090
	Iteration 29Q: 3 clusters Score -885309.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -885358.312500 Penalty: 4203.142090
	Iteration 30Q: 3 clusters Score -885358.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -885412.062500 Penalty: 4203.142090
	Iteration 31Q: 3 clusters Score -885412.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -885454.062500 Penalty: 4203.142090
	Iteration 32Q: 3 clusters Score -885454.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -885486.125000 Penalty: 4203.142090
	Iteration 33Q: 3 clusters Score -885486.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -885518.937500 Penalty: 4203.142090
	Iteration 34Q: 3 clusters Score -885518.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -885551.000000 Penalty: 4203.142090
	Iteration 35Q: 3 clusters Score -885551 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -885572.562500 Penalty: 4203.142090
	Iteration 36Q: 3 clusters Score -885572.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -885593.750000 Penalty: 4203.142090
	Iteration 37Q: 3 clusters Score -885593.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -885605.625000 Penalty: 4203.142090
	Iteration 38Q: 3 clusters Score -885605.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -885620.562500 Penalty: 4203.142090
	Iteration 39Q: 3 clusters Score -885620.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -885635.187500 Penalty: 4203.142090
	Iteration 40F: 3 clusters Score -885635.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -885650.812500 Penalty: 4203.142090
	Iteration 41Q: 3 clusters Score -885650.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -885662.937500 Penalty: 4203.142090
	Iteration 42Q: 3 clusters Score -885662.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -885676.937500 Penalty: 4203.142090
	Iteration 43Q: 3 clusters Score -885676.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -885691.000000 Penalty: 4203.142090
	Iteration 44Q: 3 clusters Score -885691 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -885712.062500 Penalty: 4203.142090
	Iteration 45Q: 3 clusters Score -885712.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -885728.812500 Penalty: 4203.142090
	Iteration 46Q: 3 clusters Score -885728.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -885742.250000 Penalty: 4203.142090
	Iteration 47Q: 3 clusters Score -885742.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -885753.687500 Penalty: 4203.142090
	Iteration 48Q: 3 clusters Score -885753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -885757.687500 Penalty: 4203.142090
	Iteration 49Q: 3 clusters Score -885757.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -885761.062500 Penalty: 4203.142090
	Iteration 50Q: 3 clusters Score -885761.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -885765.500000 Penalty: 4203.142090
	Iteration 51Q: 3 clusters Score -885765.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -885768.437500 Penalty: 4203.142090
	Iteration 52Q: 3 clusters Score -885768.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -885768.875000 Penalty: 4203.142090
	Iteration 53Q: 3 clusters Score -885768.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -885772.000000 Penalty: 4203.142090
	Iteration 54Q: 3 clusters Score -885772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -885775.500000 Penalty: 4203.142090
	Iteration 55Q: 3 clusters Score -885775.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -885780.062500 Penalty: 4203.142090
	Iteration 56Q: 3 clusters Score -885780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -885783.062500 Penalty: 4203.142090
	Iteration 57Q: 3 clusters Score -885783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -885785.062500 Penalty: 4203.142090
	Iteration 58Q: 3 clusters Score -885785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -885788.562500 Penalty: 4203.142090
	Iteration 59Q: 3 clusters Score -885788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -885795.000000 Penalty: 4203.142090
	Iteration 60F: 3 clusters Score -885795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -885797.687500 Penalty: 4203.142090
	Iteration 61Q: 3 clusters Score -885797.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -885801.812500 Penalty: 4203.142090
	Iteration 62Q: 3 clusters Score -885801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -885803.937500 Penalty: 4203.142090
	Iteration 63Q: 3 clusters Score -885803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -885809.125000 Penalty: 4203.142090
	Iteration 64Q: 3 clusters Score -885809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -885809.250000 Penalty: 4203.142090
	Iteration 65Q: 3 clusters Score -885809.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -885809.250000 Penalty: 4203.142090
	Iteration 66F: 3 clusters Score -885809.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (51575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Entering Unmasked Estep 
Score: -9705629.000000 Penalty: 2690.996338
	Iteration 0F: 2 clusters Score -9705629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -9674647.000000 Penalty: 5381.992676
	Iteration 0F: 3 clusters Score -9674647 nChanged 23664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -9687787.000000 Penalty: 5381.992676
	Iteration 1F: 3 clusters Score -9687787 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -9688584.000000 Penalty: 5381.992676
	Iteration 2Q: 3 clusters Score -9688584 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -9689760.000000 Penalty: 5381.992676
	Iteration 3F: 3 clusters Score -9689760 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -9691671.000000 Penalty: 5381.992676
	Iteration 4F: 3 clusters Score -9691671 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -9694475.000000 Penalty: 5381.992676
	Iteration 5F: 3 clusters Score -9694475 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -9697893.000000 Penalty: 5381.992676
	Iteration 6F: 3 clusters Score -9697893 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -9700489.000000 Penalty: 5381.992676
	Iteration 7F: 3 clusters Score -9700489 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9702230.000000 Penalty: 5381.992676
	Iteration 8F: 3 clusters Score -9702230 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9702938.000000 Penalty: 5381.992676
	Iteration 9Q: 3 clusters Score -9702938 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9703088.000000 Penalty: 5381.992676
	Iteration 10Q: 3 clusters Score -9703088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9703186.000000 Penalty: 5381.992676
	Iteration 11Q: 3 clusters Score -9703186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9703263.000000 Penalty: 5381.992676
	Iteration 12Q: 3 clusters Score -9703263 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9703291.000000 Penalty: 5381.992676
	Iteration 13Q: 3 clusters Score -9703291 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9703311.000000 Penalty: 5381.992676
	Iteration 14Q: 3 clusters Score -9703311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51358 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9703313.000000 Penalty: 5381.992676
	Iteration 15Q: 3 clusters Score -9703313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51362 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9703317.000000 Penalty: 5381.992676
	Iteration 16Q: 3 clusters Score -9703317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9703318.000000 Penalty: 5381.992676
	Iteration 17Q: 3 clusters Score -9703318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9703319.000000 Penalty: 5381.992676
	Iteration 18Q: 3 clusters Score -9703319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9703332.000000 Penalty: 5381.992676
	Iteration 19Q: 3 clusters Score -9703332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9703333.000000 Penalty: 5381.992676
	Iteration 20F: 3 clusters Score -9703333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9703337.000000 Penalty: 5381.992676
	Iteration 21Q: 3 clusters Score -9703337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9703352.000000 Penalty: 5381.992676
	Iteration 22Q: 3 clusters Score -9703352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9703353.000000 Penalty: 5381.992676
	Iteration 23Q: 3 clusters Score -9703353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9703361.000000 Penalty: 5381.992676
	Iteration 24Q: 3 clusters Score -9703361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9703361.000000 Penalty: 5381.992676
	Iteration 25F: 3 clusters Score -9703361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56870 members 
Entering Unmasked Estep 
Score: -10668740.000000 Penalty: 2715.233887
	Iteration 0F: 2 clusters Score -1.066874e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -10637610.000000 Penalty: 5430.467773
	Iteration 0F: 3 clusters Score -1.063761e+07 nChanged 26455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -10652188.000000 Penalty: 5430.467773
	Iteration 1F: 3 clusters Score -1.065219e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -10652935.000000 Penalty: 5430.467773
	Iteration 2Q: 3 clusters Score -1.065294e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -10653717.000000 Penalty: 5430.467773
	Iteration 3Q: 3 clusters Score -1.065372e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -10654975.000000 Penalty: 5430.467773
	Iteration 4Q: 3 clusters Score -1.065498e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -10656862.000000 Penalty: 5430.467773
	Iteration 5F: 3 clusters Score -1.065686e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -10659357.000000 Penalty: 5430.467773
	Iteration 6F: 3 clusters Score -1.065936e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -10661587.000000 Penalty: 5430.467773
	Iteration 7F: 3 clusters Score -1.066159e+07 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -10663873.000000 Penalty: 5430.467773
	Iteration 8F: 3 clusters Score -1.066387e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 52349 members 
Entering Unmasked Estep 
Score: -10664845.000000 Penalty: 5430.467773
	Iteration 9Q: 3 clusters Score -1.066484e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -10665468.000000 Penalty: 5430.467773
	Iteration 10Q: 3 clusters Score -1.066547e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -10665847.000000 Penalty: 5430.467773
	Iteration 11Q: 3 clusters Score -1.066585e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -10666006.000000 Penalty: 5430.467773
	Iteration 12Q: 3 clusters Score -1.066601e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -10666118.000000 Penalty: 5430.467773
	Iteration 13Q: 3 clusters Score -1.066612e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -10666246.000000 Penalty: 5430.467773
	Iteration 14Q: 3 clusters Score -1.066625e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -10666285.000000 Penalty: 5430.467773
	Iteration 15Q: 3 clusters Score -1.066628e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 55837 members 
Entering Unmasked Estep 
Score: -10666328.000000 Penalty: 5430.467773
	Iteration 16Q: 3 clusters Score -1.066633e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -10666362.000000 Penalty: 5430.467773
	Iteration 17Q: 3 clusters Score -1.066636e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 55949 members 
Entering Unmasked Estep 
Score: -10666397.000000 Penalty: 5430.467773
	Iteration 18Q: 3 clusters Score -1.06664e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -10666451.000000 Penalty: 5430.467773
	Iteration 19Q: 3 clusters Score -1.066645e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56037 members 
Entering Unmasked Estep 
Score: -10666483.000000 Penalty: 5430.467773
	Iteration 20F: 3 clusters Score -1.066648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 56071 members 
Entering Unmasked Estep 
Score: -10666490.000000 Penalty: 5430.467773
	Iteration 21Q: 3 clusters Score -1.066649e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 56085 members 
Entering Unmasked Estep 
Score: -10666502.000000 Penalty: 5430.467773
	Iteration 22Q: 3 clusters Score -1.06665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -10666524.000000 Penalty: 5430.467773
	Iteration 23Q: 3 clusters Score -1.066652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 56106 members 
Entering Unmasked Estep 
Score: -10666528.000000 Penalty: 5430.467773
	Iteration 24Q: 3 clusters Score -1.066653e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -10666527.000000 Penalty: 5430.467773
	Iteration 25Q: 3 clusters Score -1.066653e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 56125 members 
Entering Unmasked Estep 
Score: -10666518.000000 Penalty: 5430.467773
	Iteration 26Q: 3 clusters Score -1.066652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 56130 members 
Entering Unmasked Estep 
Score: -10666530.000000 Penalty: 5430.467773
	Iteration 27Q: 3 clusters Score -1.066653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -10666542.000000 Penalty: 5430.467773
	Iteration 28Q: 3 clusters Score -1.066654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 56136 members 
Entering Unmasked Estep 
Score: -10666541.000000 Penalty: 5430.467773
	Iteration 29Q: 3 clusters Score -1.066654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -10666539.000000 Penalty: 5430.467773
	Iteration 30Q: 3 clusters Score -1.066654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -10666542.000000 Penalty: 5430.467773
	Iteration 31Q: 3 clusters Score -1.066654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 56145 members 
Entering Unmasked Estep 
Score: -10666541.000000 Penalty: 5430.467773
	Iteration 32Q: 3 clusters Score -1.066654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10666549.000000 Penalty: 5430.467773
	Iteration 33Q: 3 clusters Score -1.066655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10666541.000000 Penalty: 5430.467773
	Iteration 34Q: 3 clusters Score -1.066654e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10666541.000000 Penalty: 5430.467773
	Iteration 35F: 3 clusters Score -1.066654e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -393781.531250 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -393781.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -391017.375000 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -391017.4 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -391529.968750 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -391530 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -391660.125000 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -391660.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -391753.375000 Penalty: 3826.037109
	Iteration 3Q: 3 clusters Score -391753.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -391820.187500 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -391820.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -391857.125000 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -391857.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -391897.281250 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -391897.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -391924.125000 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -391924.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -391953.781250 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -391953.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -391977.906250 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -391977.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -391994.750000 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -391994.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -392005.656250 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -392005.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -392009.750000 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -392009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -392014.187500 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -392014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -392018.781250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -392018.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -392024.843750 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -392024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -392028.406250 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -392028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -392030.093750 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -392030.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -392032.000000 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -392032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -392033.593750 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -392033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -392034.250000 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -392034.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -392035.406250 Penalty: 3826.037109
	Iteration 21Q: 3 clusters Score -392035.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -392036.500000 Penalty: 3826.037109
	Iteration 22Q: 3 clusters Score -392036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -392036.812500 Penalty: 3826.037109
	Iteration 23Q: 3 clusters Score -392036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -392037.250000 Penalty: 3826.037109
	Iteration 24Q: 3 clusters Score -392037.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -392037.687500 Penalty: 3826.037109
	Iteration 25Q: 3 clusters Score -392037.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -392037.687500 Penalty: 3826.037109
	Iteration 26F: 3 clusters Score -392037.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Entering Unmasked Estep 
Score: -9801606.000000 Penalty: 2694.543945
	Iteration 0F: 2 clusters Score -9801606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -9769909.000000 Penalty: 5389.087891
	Iteration 0F: 3 clusters Score -9769909 nChanged 24210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -9783538.000000 Penalty: 5389.087891
	Iteration 1F: 3 clusters Score -9783538 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -9784134.000000 Penalty: 5389.087891
	Iteration 2Q: 3 clusters Score -9784134 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -9784614.000000 Penalty: 5389.087891
	Iteration 3Q: 3 clusters Score -9784614 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -9785183.000000 Penalty: 5389.087891
	Iteration 4Q: 3 clusters Score -9785183 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -9786101.000000 Penalty: 5389.087891
	Iteration 5Q: 3 clusters Score -9786101 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9787316.000000 Penalty: 5389.087891
	Iteration 6Q: 3 clusters Score -9787316 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -9788982.000000 Penalty: 5389.087891
	Iteration 7F: 3 clusters Score -9788982 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -9791299.000000 Penalty: 5389.087891
	Iteration 8F: 3 clusters Score -9791299 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -9793861.000000 Penalty: 5389.087891
	Iteration 9F: 3 clusters Score -9793861 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -9796087.000000 Penalty: 5389.087891
	Iteration 10F: 3 clusters Score -9796087 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -9797648.000000 Penalty: 5389.087891
	Iteration 11Q: 3 clusters Score -9797648 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -9798648.000000 Penalty: 5389.087891
	Iteration 12Q: 3 clusters Score -9798648 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -9799261.000000 Penalty: 5389.087891
	Iteration 13Q: 3 clusters Score -9799261 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 48209 members 
Entering Unmasked Estep 
Score: -9799550.000000 Penalty: 5389.087891
	Iteration 14Q: 3 clusters Score -9799550 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -9799641.000000 Penalty: 5389.087891
	Iteration 15Q: 3 clusters Score -9799641 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -9799646.000000 Penalty: 5389.087891
	Iteration 16Q: 3 clusters Score -9799646 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -9799680.000000 Penalty: 5389.087891
	Iteration 17Q: 3 clusters Score -9799680 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -9799676.000000 Penalty: 5389.087891
	Iteration 18Q: 3 clusters Score -9799676 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -9799639.000000 Penalty: 5389.087891
	Iteration 19Q: 3 clusters Score -9799639 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -9799682.000000 Penalty: 5389.087891
	Iteration 20F: 3 clusters Score -9799682 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 50796 members 
Entering Unmasked Estep 
Score: -9799692.000000 Penalty: 5389.087891
	Iteration 21Q: 3 clusters Score -9799692 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9799714.000000 Penalty: 5389.087891
	Iteration 22Q: 3 clusters Score -9799714 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
Score: -9799683.000000 Penalty: 5389.087891
	Iteration 23Q: 3 clusters Score -9799683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -9799700.000000 Penalty: 5389.087891
	Iteration 24Q: 3 clusters Score -9799700 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 51148 members 
Entering Unmasked Estep 
Score: -9799704.000000 Penalty: 5389.087891
	Iteration 25Q: 3 clusters Score -9799704 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -9799735.000000 Penalty: 5389.087891
	Iteration 26Q: 3 clusters Score -9799735 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -9799742.000000 Penalty: 5389.087891
	Iteration 27Q: 3 clusters Score -9799742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -9799738.000000 Penalty: 5389.087891
	Iteration 28Q: 3 clusters Score -9799738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -9799744.000000 Penalty: 5389.087891
	Iteration 29Q: 3 clusters Score -9799744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -9799746.000000 Penalty: 5389.087891
	Iteration 30Q: 3 clusters Score -9799746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -9799743.000000 Penalty: 5389.087891
	Iteration 31Q: 3 clusters Score -9799743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -9799745.000000 Penalty: 5389.087891
	Iteration 32Q: 3 clusters Score -9799745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -9799741.000000 Penalty: 5389.087891
	Iteration 33Q: 3 clusters Score -9799741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -9799754.000000 Penalty: 5389.087891
	Iteration 34Q: 3 clusters Score -9799754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -9799751.000000 Penalty: 5389.087891
	Iteration 35Q: 3 clusters Score -9799751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -9799771.000000 Penalty: 5389.087891
	Iteration 36Q: 3 clusters Score -9799771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51393 members 
Entering Unmasked Estep 
Score: -9799771.000000 Penalty: 5389.087891
	Iteration 37Q: 3 clusters Score -9799771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -9799757.000000 Penalty: 5389.087891
	Iteration 38Q: 3 clusters Score -9799757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51425 members 
Entering Unmasked Estep 
Score: -9799768.000000 Penalty: 5389.087891
	Iteration 39Q: 3 clusters Score -9799768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -9799771.000000 Penalty: 5389.087891
	Iteration 40F: 3 clusters Score -9799771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -9799780.000000 Penalty: 5389.087891
	Iteration 41Q: 3 clusters Score -9799780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -9799778.000000 Penalty: 5389.087891
	Iteration 42Q: 3 clusters Score -9799778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -9799778.000000 Penalty: 5389.087891
	Iteration 43Q: 3 clusters Score -9799778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51439 members 
Entering Unmasked Estep 
Score: -9799779.000000 Penalty: 5389.087891
	Iteration 44Q: 3 clusters Score -9799779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -9799783.000000 Penalty: 5389.087891
	Iteration 45Q: 3 clusters Score -9799783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -9799783.000000 Penalty: 5389.087891
	Iteration 46F: 3 clusters Score -9799783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (37207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Entering Unmasked Estep 
Score: -6987885.500000 Penalty: 2610.014404
	Iteration 0F: 2 clusters Score -6987886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -6963118.500000 Penalty: 5220.028809
	Iteration 0F: 3 clusters Score -6963118 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -6972252.500000 Penalty: 5220.028809
	Iteration 1F: 3 clusters Score -6972252 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -6972717.500000 Penalty: 5220.028809
	Iteration 2Q: 3 clusters Score -6972718 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -6973282.500000 Penalty: 5220.028809
	Iteration 3Q: 3 clusters Score -6973282 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -6974031.000000 Penalty: 5220.028809
	Iteration 4Q: 3 clusters Score -6974031 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6975134.500000 Penalty: 5220.028809
	Iteration 5F: 3 clusters Score -6975134 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -6976884.000000 Penalty: 5220.028809
	Iteration 6F: 3 clusters Score -6976884 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -6979183.500000 Penalty: 5220.028809
	Iteration 7F: 3 clusters Score -6979184 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -6981607.500000 Penalty: 5220.028809
	Iteration 8F: 3 clusters Score -6981608 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -6983501.500000 Penalty: 5220.028809
	Iteration 9F: 3 clusters Score -6983502 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -6984516.000000 Penalty: 5220.028809
	Iteration 10Q: 3 clusters Score -6984516 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -6984992.500000 Penalty: 5220.028809
	Iteration 11Q: 3 clusters Score -6984992 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -6985256.500000 Penalty: 5220.028809
	Iteration 12Q: 3 clusters Score -6985256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -6985373.000000 Penalty: 5220.028809
	Iteration 13Q: 3 clusters Score -6985373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -6985444.000000 Penalty: 5220.028809
	Iteration 14Q: 3 clusters Score -6985444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -6985478.000000 Penalty: 5220.028809
	Iteration 15Q: 3 clusters Score -6985478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -6985511.500000 Penalty: 5220.028809
	Iteration 16Q: 3 clusters Score -6985512 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6985530.500000 Penalty: 5220.028809
	Iteration 17Q: 3 clusters Score -6985530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -6985540.000000 Penalty: 5220.028809
	Iteration 18Q: 3 clusters Score -6985540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -6985540.000000 Penalty: 5220.028809
	Iteration 19Q: 3 clusters Score -6985540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -6985540.000000 Penalty: 5220.028809
	Iteration 20F: 3 clusters Score -6985540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -6985542.000000 Penalty: 5220.028809
	Iteration 21Q: 3 clusters Score -6985542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6985539.500000 Penalty: 5220.028809
	Iteration 22Q: 3 clusters Score -6985540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6985542.500000 Penalty: 5220.028809
	Iteration 23Q: 3 clusters Score -6985542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -6985542.500000 Penalty: 5220.028809
	Iteration 24F: 3 clusters Score -6985542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 50149 members 
Mstep: Class 3 contains 17085 members 
Mstep: Class 4 contains 38003 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13748 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 35466 members 
Mstep: Class 11 contains 33144 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51557 members 
Mstep: Class 14 contains 7072 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25095 members 
Mstep: Class 18 contains 39202 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 5688 members 
Mstep: Class 21 contains 48185 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23471 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 51575 members 
Mstep: Class 27 contains 56870 members 
Mstep: Class 28 contains 2239 members 
Mstep: Class 29 contains 52318 members 
Mstep: Class 30 contains 37207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159344.000000 Penalty: 100613.093750
Iteration 399Q: 31 clusters Score -1.371593e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52134 members 
Mstep: Class 2 contains 50117 members 
Mstep: Class 3 contains 17410 members 
Mstep: Class 4 contains 37940 members 
Mstep: Class 5 contains 22973 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13687 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 35372 members 
Mstep: Class 11 contains 33134 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51611 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24461 members 
Mstep: Class 17 contains 25079 members 
Mstep: Class 18 contains 38982 members 
Mstep: Class 19 contains 46919 members 
Mstep: Class 20 contains 5687 members 
Mstep: Class 21 contains 48158 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23329 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4784 members 
Mstep: Class 26 contains 51556 members 
Mstep: Class 27 contains 56817 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52302 members 
Mstep: Class 30 contains 37629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160112.000000 Penalty: 100613.093750
Iteration 400F: 31 clusters Score -1.371601e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 50190 members 
Mstep: Class 3 contains 17714 members 
Mstep: Class 4 contains 37881 members 
Mstep: Class 5 contains 22961 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13624 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 35275 members 
Mstep: Class 11 contains 31764 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51625 members 
Mstep: Class 14 contains 7022 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24452 members 
Mstep: Class 17 contains 25054 members 
Mstep: Class 18 contains 38768 members 
Mstep: Class 19 contains 46898 members 
Mstep: Class 20 contains 5687 members 
Mstep: Class 21 contains 48140 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23171 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 51537 members 
Mstep: Class 27 contains 56811 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52314 members 
Mstep: Class 30 contains 39341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160496.000000 Penalty: 100613.093750
Iteration 401Q: 31 clusters Score -1.371605e+08 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 50210 members 
Mstep: Class 3 contains 18008 members 
Mstep: Class 4 contains 37825 members 
Mstep: Class 5 contains 22944 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13573 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 35159 members 
Mstep: Class 11 contains 30445 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51744 members 
Mstep: Class 14 contains 6995 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24450 members 
Mstep: Class 17 contains 25035 members 
Mstep: Class 18 contains 38571 members 
Mstep: Class 19 contains 46856 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 48119 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 23042 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4779 members 
Mstep: Class 26 contains 51525 members 
Mstep: Class 27 contains 56850 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52324 members 
Mstep: Class 30 contains 40958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160832.000000 Penalty: 100613.093750
Iteration 402Q: 31 clusters Score -1.371608e+08 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 50230 members 
Mstep: Class 3 contains 18313 members 
Mstep: Class 4 contains 37772 members 
Mstep: Class 5 contains 22925 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13518 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2277 members 
Mstep: Class 10 contains 35051 members 
Mstep: Class 11 contains 29154 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51827 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24464 members 
Mstep: Class 17 contains 25023 members 
Mstep: Class 18 contains 38345 members 
Mstep: Class 19 contains 46815 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 48106 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22914 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 51504 members 
Mstep: Class 27 contains 56876 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52359 members 
Mstep: Class 30 contains 42523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161408.000000 Penalty: 100613.093750
Iteration 403Q: 31 clusters Score -1.371614e+08 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 50190 members 
Mstep: Class 3 contains 18660 members 
Mstep: Class 4 contains 37730 members 
Mstep: Class 5 contains 22904 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13456 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 34942 members 
Mstep: Class 11 contains 27656 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51890 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24472 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 38110 members 
Mstep: Class 19 contains 46787 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 48073 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22781 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4790 members 
Mstep: Class 26 contains 51469 members 
Mstep: Class 27 contains 57031 members 
Mstep: Class 28 contains 2240 members 
Mstep: Class 29 contains 52428 members 
Mstep: Class 30 contains 44165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160752.000000 Penalty: 100613.093750
Iteration 404Q: 31 clusters Score -1.371608e+08 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 50146 members 
Mstep: Class 3 contains 19020 members 
Mstep: Class 4 contains 37713 members 
Mstep: Class 5 contains 22884 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13367 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2278 members 
Mstep: Class 10 contains 34849 members 
Mstep: Class 11 contains 25982 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51960 members 
Mstep: Class 14 contains 6947 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24479 members 
Mstep: Class 17 contains 24987 members 
Mstep: Class 18 contains 37875 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 5679 members 
Mstep: Class 21 contains 48058 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22645 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4786 members 
Mstep: Class 26 contains 51521 members 
Mstep: Class 27 contains 57350 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 52429 members 
Mstep: Class 30 contains 45800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160128.000000 Penalty: 100613.093750
Iteration 405Q: 31 clusters Score -1.371601e+08 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 50079 members 
Mstep: Class 3 contains 19352 members 
Mstep: Class 4 contains 37686 members 
Mstep: Class 5 contains 22867 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13286 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 34755 members 
Mstep: Class 11 contains 24206 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51911 members 
Mstep: Class 14 contains 6929 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24494 members 
Mstep: Class 17 contains 24966 members 
Mstep: Class 18 contains 37657 members 
Mstep: Class 19 contains 46820 members 
Mstep: Class 20 contains 5671 members 
Mstep: Class 21 contains 48042 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22491 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4787 members 
Mstep: Class 26 contains 51602 members 
Mstep: Class 27 contains 57834 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52450 members 
Mstep: Class 30 contains 47450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158832.000000 Penalty: 100613.093750
Iteration 406Q: 31 clusters Score -1.371588e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 50055 members 
Mstep: Class 3 contains 19700 members 
Mstep: Class 4 contains 37709 members 
Mstep: Class 5 contains 22846 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13221 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 34672 members 
Mstep: Class 11 contains 22676 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51745 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24511 members 
Mstep: Class 17 contains 24929 members 
Mstep: Class 18 contains 37475 members 
Mstep: Class 19 contains 46835 members 
Mstep: Class 20 contains 5673 members 
Mstep: Class 21 contains 48030 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22333 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4795 members 
Mstep: Class 26 contains 51761 members 
Mstep: Class 27 contains 58263 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52453 members 
Mstep: Class 30 contains 48840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158288.000000 Penalty: 100613.093750
Iteration 407Q: 31 clusters Score -1.371583e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 50120 members 
Mstep: Class 3 contains 20051 members 
Mstep: Class 4 contains 37714 members 
Mstep: Class 5 contains 22841 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13160 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 34581 members 
Mstep: Class 11 contains 21775 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51586 members 
Mstep: Class 14 contains 6912 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 37242 members 
Mstep: Class 19 contains 46824 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 47984 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22189 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4819 members 
Mstep: Class 26 contains 51882 members 
Mstep: Class 27 contains 58365 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52456 members 
Mstep: Class 30 contains 49946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158048.000000 Penalty: 100613.093750
Iteration 408Q: 31 clusters Score -1.37158e+08 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 50194 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 37713 members 
Mstep: Class 5 contains 22838 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13120 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 34481 members 
Mstep: Class 11 contains 21197 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51491 members 
Mstep: Class 14 contains 6891 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24511 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 37037 members 
Mstep: Class 19 contains 46819 members 
Mstep: Class 20 contains 5690 members 
Mstep: Class 21 contains 47938 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 22046 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4851 members 
Mstep: Class 26 contains 51908 members 
Mstep: Class 27 contains 58278 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52499 members 
Mstep: Class 30 contains 50800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158080.000000 Penalty: 100613.093750
Iteration 409Q: 31 clusters Score -1.371581e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 50273 members 
Mstep: Class 3 contains 20772 members 
Mstep: Class 4 contains 37701 members 
Mstep: Class 5 contains 22811 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13068 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2283 members 
Mstep: Class 10 contains 34381 members 
Mstep: Class 11 contains 20866 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51388 members 
Mstep: Class 14 contains 6872 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24512 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 36810 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 47904 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21926 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 51964 members 
Mstep: Class 27 contains 58040 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52515 members 
Mstep: Class 30 contains 51485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158752.000000 Penalty: 100613.093750
Iteration 410Q: 31 clusters Score -1.371588e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 50379 members 
Mstep: Class 3 contains 21161 members 
Mstep: Class 4 contains 37713 members 
Mstep: Class 5 contains 22790 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 13006 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 34240 members 
Mstep: Class 11 contains 20719 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51375 members 
Mstep: Class 14 contains 6859 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24507 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 36600 members 
Mstep: Class 19 contains 46755 members 
Mstep: Class 20 contains 5704 members 
Mstep: Class 21 contains 47863 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21788 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4908 members 
Mstep: Class 26 contains 51954 members 
Mstep: Class 27 contains 57712 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52494 members 
Mstep: Class 30 contains 52040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158896.000000 Penalty: 100613.093750
Iteration 411Q: 31 clusters Score -1.371589e+08 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 50360 members 
Mstep: Class 3 contains 21551 members 
Mstep: Class 4 contains 37697 members 
Mstep: Class 5 contains 22769 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12930 members 
Mstep: Class 8 contains 1182 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 34116 members 
Mstep: Class 11 contains 20599 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51399 members 
Mstep: Class 14 contains 6846 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24511 members 
Mstep: Class 17 contains 24862 members 
Mstep: Class 18 contains 36388 members 
Mstep: Class 19 contains 46735 members 
Mstep: Class 20 contains 5698 members 
Mstep: Class 21 contains 47851 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21669 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4920 members 
Mstep: Class 26 contains 51884 members 
Mstep: Class 27 contains 57466 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52494 members 
Mstep: Class 30 contains 52469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159136.000000 Penalty: 100613.093750
Iteration 412Q: 31 clusters Score -1.371591e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 50341 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 37678 members 
Mstep: Class 5 contains 22756 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 34013 members 
Mstep: Class 11 contains 20532 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51473 members 
Mstep: Class 14 contains 6835 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24518 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 36177 members 
Mstep: Class 19 contains 46725 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 47822 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21533 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4928 members 
Mstep: Class 26 contains 51851 members 
Mstep: Class 27 contains 57305 members 
Mstep: Class 28 contains 2237 members 
Mstep: Class 29 contains 52454 members 
Mstep: Class 30 contains 52748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158976.000000 Penalty: 100613.093750
Iteration 413Q: 31 clusters Score -1.37159e+08 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52101 members 
Mstep: Class 2 contains 50380 members 
Mstep: Class 3 contains 22418 members 
Mstep: Class 4 contains 37654 members 
Mstep: Class 5 contains 22738 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12824 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 33899 members 
Mstep: Class 11 contains 20468 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51536 members 
Mstep: Class 14 contains 6824 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24536 members 
Mstep: Class 17 contains 24841 members 
Mstep: Class 18 contains 35948 members 
Mstep: Class 19 contains 46716 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 47805 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21421 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4942 members 
Mstep: Class 26 contains 51822 members 
Mstep: Class 27 contains 57194 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52406 members 
Mstep: Class 30 contains 52959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158688.000000 Penalty: 100613.093750
Iteration 414Q: 31 clusters Score -1.371587e+08 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 50399 members 
Mstep: Class 3 contains 22872 members 
Mstep: Class 4 contains 37644 members 
Mstep: Class 5 contains 22718 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12787 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 33765 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51641 members 
Mstep: Class 14 contains 6813 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24556 members 
Mstep: Class 17 contains 24826 members 
Mstep: Class 18 contains 35704 members 
Mstep: Class 19 contains 46684 members 
Mstep: Class 20 contains 5684 members 
Mstep: Class 21 contains 47776 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21314 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 51788 members 
Mstep: Class 27 contains 57118 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52369 members 
Mstep: Class 30 contains 53134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137158976.000000 Penalty: 100613.093750
Iteration 415Q: 31 clusters Score -1.37159e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 50432 members 
Mstep: Class 3 contains 23382 members 
Mstep: Class 4 contains 37631 members 
Mstep: Class 5 contains 22710 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12756 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 33647 members 
Mstep: Class 11 contains 20363 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51804 members 
Mstep: Class 14 contains 6805 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24570 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 35417 members 
Mstep: Class 19 contains 46650 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 47757 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21220 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 51727 members 
Mstep: Class 27 contains 57063 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52309 members 
Mstep: Class 30 contains 53252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159184.000000 Penalty: 100613.093750
Iteration 416Q: 31 clusters Score -1.371592e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 50425 members 
Mstep: Class 3 contains 23887 members 
Mstep: Class 4 contains 37630 members 
Mstep: Class 5 contains 22707 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12727 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 33519 members 
Mstep: Class 11 contains 20328 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51955 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24575 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 35155 members 
Mstep: Class 19 contains 46601 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 47749 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21106 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 51670 members 
Mstep: Class 27 contains 57097 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52250 members 
Mstep: Class 30 contains 53287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159200.000000 Penalty: 100613.093750
Iteration 417Q: 31 clusters Score -1.371592e+08 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52179 members 
Mstep: Class 2 contains 50405 members 
Mstep: Class 3 contains 24444 members 
Mstep: Class 4 contains 37598 members 
Mstep: Class 5 contains 22707 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12711 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 33403 members 
Mstep: Class 11 contains 20293 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52055 members 
Mstep: Class 14 contains 6792 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24574 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 34904 members 
Mstep: Class 19 contains 46554 members 
Mstep: Class 20 contains 5670 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 21004 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4991 members 
Mstep: Class 26 contains 51622 members 
Mstep: Class 27 contains 57133 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52242 members 
Mstep: Class 30 contains 53340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159312.000000 Penalty: 100613.093750
Iteration 418Q: 31 clusters Score -1.371593e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 52082 members 
Mstep: Class 2 contains 50382 members 
Mstep: Class 3 contains 25093 members 
Mstep: Class 4 contains 37540 members 
Mstep: Class 5 contains 22694 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12698 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 33311 members 
Mstep: Class 11 contains 20262 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52147 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24572 members 
Mstep: Class 17 contains 24775 members 
Mstep: Class 18 contains 34649 members 
Mstep: Class 19 contains 46504 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 47647 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 20913 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 4998 members 
Mstep: Class 26 contains 51649 members 
Mstep: Class 27 contains 57215 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52147 members 
Mstep: Class 30 contains 53388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137159712.000000 Penalty: 100613.093750
Iteration 419Q: 31 clusters Score -1.371597e+08 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51964 members 
Mstep: Class 2 contains 50356 members 
Mstep: Class 3 contains 25752 members 
Mstep: Class 4 contains 37463 members 
Mstep: Class 5 contains 22672 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12666 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 33205 members 
Mstep: Class 11 contains 20221 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52284 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24570 members 
Mstep: Class 17 contains 24754 members 
Mstep: Class 18 contains 34397 members 
Mstep: Class 19 contains 46448 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 47633 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 20829 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5002 members 
Mstep: Class 26 contains 51601 members 
Mstep: Class 27 contains 57265 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52126 members 
Mstep: Class 30 contains 53469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 100613.093750
Iteration 420F: 31 clusters Score -1.371601e+08 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51831 members 
Mstep: Class 2 contains 50316 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 37368 members 
Mstep: Class 5 contains 22662 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12648 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 33076 members 
Mstep: Class 11 contains 19942 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52374 members 
Mstep: Class 14 contains 6779 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24568 members 
Mstep: Class 17 contains 24741 members 
Mstep: Class 18 contains 34136 members 
Mstep: Class 19 contains 46404 members 
Mstep: Class 20 contains 5657 members 
Mstep: Class 21 contains 47610 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 20712 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5004 members 
Mstep: Class 26 contains 51689 members 
Mstep: Class 27 contains 57374 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 52062 members 
Mstep: Class 30 contains 53744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160064.000000 Penalty: 100613.093750
Iteration 421Q: 31 clusters Score -1.371601e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 50416 members 
Mstep: Class 3 contains 27094 members 
Mstep: Class 4 contains 37291 members 
Mstep: Class 5 contains 22649 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12631 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 32921 members 
Mstep: Class 11 contains 19711 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52457 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24552 members 
Mstep: Class 17 contains 24725 members 
Mstep: Class 18 contains 33841 members 
Mstep: Class 19 contains 46372 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 47578 members 
Mstep: Class 22 contains 1227 members 
Mstep: Class 23 contains 20615 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5008 members 
Mstep: Class 26 contains 51779 members 
Mstep: Class 27 contains 57478 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 51963 members 
Mstep: Class 30 contains 54047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160080.000000 Penalty: 100613.093750
Iteration 422Q: 31 clusters Score -1.371601e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 50519 members 
Mstep: Class 3 contains 27794 members 
Mstep: Class 4 contains 37221 members 
Mstep: Class 5 contains 22633 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12600 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 32767 members 
Mstep: Class 11 contains 19517 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52465 members 
Mstep: Class 14 contains 6774 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24549 members 
Mstep: Class 17 contains 24708 members 
Mstep: Class 18 contains 33567 members 
Mstep: Class 19 contains 46360 members 
Mstep: Class 20 contains 5643 members 
Mstep: Class 21 contains 47565 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 20518 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5021 members 
Mstep: Class 26 contains 51826 members 
Mstep: Class 27 contains 57578 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 51804 members 
Mstep: Class 30 contains 54327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160016.000000 Penalty: 100613.093750
Iteration 423Q: 31 clusters Score -1.3716e+08 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 50581 members 
Mstep: Class 3 contains 28491 members 
Mstep: Class 4 contains 37162 members 
Mstep: Class 5 contains 22626 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12559 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 32610 members 
Mstep: Class 11 contains 19360 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52448 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24560 members 
Mstep: Class 17 contains 24697 members 
Mstep: Class 18 contains 33328 members 
Mstep: Class 19 contains 46290 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 47540 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 20417 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5032 members 
Mstep: Class 26 contains 51814 members 
Mstep: Class 27 contains 57642 members 
Mstep: Class 28 contains 2236 members 
Mstep: Class 29 contains 51696 members 
Mstep: Class 30 contains 54588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160096.000000 Penalty: 100613.093750
Iteration 424Q: 31 clusters Score -1.371601e+08 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 50699 members 
Mstep: Class 3 contains 29225 members 
Mstep: Class 4 contains 37085 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12535 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 32453 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52336 members 
Mstep: Class 14 contains 6767 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24563 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 33082 members 
Mstep: Class 19 contains 46257 members 
Mstep: Class 20 contains 5633 members 
Mstep: Class 21 contains 47521 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 20303 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 51700 members 
Mstep: Class 27 contains 57707 members 
Mstep: Class 28 contains 2235 members 
Mstep: Class 29 contains 51629 members 
Mstep: Class 30 contains 54812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160288.000000 Penalty: 100613.093750
Iteration 425Q: 31 clusters Score -1.371603e+08 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 50785 members 
Mstep: Class 3 contains 30024 members 
Mstep: Class 4 contains 36981 members 
Mstep: Class 5 contains 22625 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12513 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 32297 members 
Mstep: Class 11 contains 19143 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52298 members 
Mstep: Class 14 contains 6765 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24548 members 
Mstep: Class 17 contains 24683 members 
Mstep: Class 18 contains 32796 members 
Mstep: Class 19 contains 46246 members 
Mstep: Class 20 contains 5630 members 
Mstep: Class 21 contains 47508 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 20189 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 51587 members 
Mstep: Class 27 contains 57689 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51533 members 
Mstep: Class 30 contains 55004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160432.000000 Penalty: 100613.093750
Iteration 426Q: 31 clusters Score -1.371604e+08 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 50816 members 
Mstep: Class 3 contains 30853 members 
Mstep: Class 4 contains 36869 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12496 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 32138 members 
Mstep: Class 11 contains 19067 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52289 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24534 members 
Mstep: Class 17 contains 24675 members 
Mstep: Class 18 contains 32507 members 
Mstep: Class 19 contains 46239 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 47490 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 20060 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5056 members 
Mstep: Class 26 contains 51463 members 
Mstep: Class 27 contains 57705 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51475 members 
Mstep: Class 30 contains 55180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160256.000000 Penalty: 100613.093750
Iteration 427Q: 31 clusters Score -1.371603e+08 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51144 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 31746 members 
Mstep: Class 4 contains 36710 members 
Mstep: Class 5 contains 22632 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12475 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 31972 members 
Mstep: Class 11 contains 19000 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52284 members 
Mstep: Class 14 contains 6760 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24532 members 
Mstep: Class 17 contains 24664 members 
Mstep: Class 18 contains 32205 members 
Mstep: Class 19 contains 46202 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 47461 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19934 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5057 members 
Mstep: Class 26 contains 51323 members 
Mstep: Class 27 contains 57736 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51489 members 
Mstep: Class 30 contains 55351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160384.000000 Penalty: 100613.093750
Iteration 428Q: 31 clusters Score -1.371604e+08 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 50909 members 
Mstep: Class 3 contains 32683 members 
Mstep: Class 4 contains 36556 members 
Mstep: Class 5 contains 22633 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12468 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 31765 members 
Mstep: Class 11 contains 18937 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52203 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24529 members 
Mstep: Class 17 contains 24652 members 
Mstep: Class 18 contains 31892 members 
Mstep: Class 19 contains 46147 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 47455 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19762 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 51145 members 
Mstep: Class 27 contains 57803 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51515 members 
Mstep: Class 30 contains 55501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137160816.000000 Penalty: 100613.093750
Iteration 429Q: 31 clusters Score -1.371608e+08 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 50859 members 
Mstep: Class 3 contains 33704 members 
Mstep: Class 4 contains 36391 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12464 members 
Mstep: Class 8 contains 1181 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 31564 members 
Mstep: Class 11 contains 18897 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52167 members 
Mstep: Class 14 contains 6762 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24513 members 
Mstep: Class 17 contains 24632 members 
Mstep: Class 18 contains 31606 members 
Mstep: Class 19 contains 46097 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 47449 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19587 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5068 members 
Mstep: Class 26 contains 50911 members 
Mstep: Class 27 contains 57846 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51554 members 
Mstep: Class 30 contains 55654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161360.000000 Penalty: 100613.093750
Iteration 430Q: 31 clusters Score -1.371614e+08 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 50731 members 
Mstep: Class 3 contains 34799 members 
Mstep: Class 4 contains 36231 members 
Mstep: Class 5 contains 22597 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12465 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 31356 members 
Mstep: Class 11 contains 18869 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52173 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24492 members 
Mstep: Class 17 contains 24608 members 
Mstep: Class 18 contains 31297 members 
Mstep: Class 19 contains 46041 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 47440 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19423 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5080 members 
Mstep: Class 26 contains 50735 members 
Mstep: Class 27 contains 57835 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51594 members 
Mstep: Class 30 contains 55791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161744.000000 Penalty: 100613.093750
Iteration 431Q: 31 clusters Score -1.371617e+08 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 50597 members 
Mstep: Class 3 contains 35947 members 
Mstep: Class 4 contains 36062 members 
Mstep: Class 5 contains 22600 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 31140 members 
Mstep: Class 11 contains 18855 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52136 members 
Mstep: Class 14 contains 6767 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24473 members 
Mstep: Class 17 contains 24576 members 
Mstep: Class 18 contains 31006 members 
Mstep: Class 19 contains 45989 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 47419 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19291 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5091 members 
Mstep: Class 26 contains 50552 members 
Mstep: Class 27 contains 57885 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51633 members 
Mstep: Class 30 contains 55908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137161552.000000 Penalty: 100613.093750
Iteration 432Q: 31 clusters Score -1.371616e+08 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 50545 members 
Mstep: Class 3 contains 37046 members 
Mstep: Class 4 contains 35852 members 
Mstep: Class 5 contains 22611 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 30951 members 
Mstep: Class 11 contains 18837 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52068 members 
Mstep: Class 14 contains 6762 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24444 members 
Mstep: Class 17 contains 24551 members 
Mstep: Class 18 contains 30714 members 
Mstep: Class 19 contains 45936 members 
Mstep: Class 20 contains 5627 members 
Mstep: Class 21 contains 47379 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 19116 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5103 members 
Mstep: Class 26 contains 50417 members 
Mstep: Class 27 contains 57869 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51682 members 
Mstep: Class 30 contains 56049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162112.000000 Penalty: 100613.093750
Iteration 433Q: 31 clusters Score -1.371621e+08 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 50417 members 
Mstep: Class 3 contains 38139 members 
Mstep: Class 4 contains 35649 members 
Mstep: Class 5 contains 22621 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12428 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 30708 members 
Mstep: Class 11 contains 18862 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52085 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24385 members 
Mstep: Class 17 contains 24539 members 
Mstep: Class 18 contains 30387 members 
Mstep: Class 19 contains 45916 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 47333 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18957 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5108 members 
Mstep: Class 26 contains 50337 members 
Mstep: Class 27 contains 57842 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51830 members 
Mstep: Class 30 contains 56172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137162272.000000 Penalty: 100613.093750
Iteration 434Q: 31 clusters Score -1.371623e+08 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 50285 members 
Mstep: Class 3 contains 39225 members 
Mstep: Class 4 contains 35403 members 
Mstep: Class 5 contains 22616 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 30467 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52048 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24339 members 
Mstep: Class 17 contains 24523 members 
Mstep: Class 18 contains 30063 members 
Mstep: Class 19 contains 45881 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 47305 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18793 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5115 members 
Mstep: Class 26 contains 50418 members 
Mstep: Class 27 contains 57823 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51944 members 
Mstep: Class 30 contains 56294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163136.000000 Penalty: 100613.093750
Iteration 435Q: 31 clusters Score -1.371631e+08 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 50273 members 
Mstep: Class 3 contains 40337 members 
Mstep: Class 4 contains 35183 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2287 members 
Mstep: Class 10 contains 30214 members 
Mstep: Class 11 contains 18961 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52030 members 
Mstep: Class 14 contains 6753 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24292 members 
Mstep: Class 17 contains 24513 members 
Mstep: Class 18 contains 29738 members 
Mstep: Class 19 contains 45850 members 
Mstep: Class 20 contains 5639 members 
Mstep: Class 21 contains 47295 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18623 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5126 members 
Mstep: Class 26 contains 50535 members 
Mstep: Class 27 contains 57799 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51971 members 
Mstep: Class 30 contains 56421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163520.000000 Penalty: 100613.093750
Iteration 436Q: 31 clusters Score -1.371635e+08 nChanged 6065
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 50392 members 
Mstep: Class 3 contains 41504 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12408 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 29959 members 
Mstep: Class 11 contains 19041 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51882 members 
Mstep: Class 14 contains 6753 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24237 members 
Mstep: Class 17 contains 24504 members 
Mstep: Class 18 contains 29382 members 
Mstep: Class 19 contains 45826 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 47285 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18441 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5135 members 
Mstep: Class 26 contains 50593 members 
Mstep: Class 27 contains 57743 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51889 members 
Mstep: Class 30 contains 56506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163312.000000 Penalty: 100613.093750
Iteration 437Q: 31 clusters Score -1.371633e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50436 members 
Mstep: Class 2 contains 50568 members 
Mstep: Class 3 contains 42689 members 
Mstep: Class 4 contains 34849 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12383 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 29709 members 
Mstep: Class 11 contains 19136 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51703 members 
Mstep: Class 14 contains 6749 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24224 members 
Mstep: Class 17 contains 24492 members 
Mstep: Class 18 contains 29001 members 
Mstep: Class 19 contains 45825 members 
Mstep: Class 20 contains 5640 members 
Mstep: Class 21 contains 47310 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18275 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5149 members 
Mstep: Class 26 contains 50479 members 
Mstep: Class 27 contains 57648 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51671 members 
Mstep: Class 30 contains 56600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137163856.000000 Penalty: 100613.093750
Iteration 438Q: 31 clusters Score -1.371639e+08 nChanged 5527
Entering ConstructFrom: 
Score: -137163856.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (50522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Entering Unmasked Estep 
Score: -9515159.000000 Penalty: 2685.880615
	Iteration 0F: 2 clusters Score -9515159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -9483939.000000 Penalty: 5371.761230
	Iteration 0F: 3 clusters Score -9483939 nChanged 23447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -9496896.000000 Penalty: 5371.761230
	Iteration 1F: 3 clusters Score -9496896 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -9497405.000000 Penalty: 5371.761230
	Iteration 2Q: 3 clusters Score -9497405 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -9497801.000000 Penalty: 5371.761230
	Iteration 3Q: 3 clusters Score -9497801 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -9498254.000000 Penalty: 5371.761230
	Iteration 4Q: 3 clusters Score -9498254 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -9498752.000000 Penalty: 5371.761230
	Iteration 5Q: 3 clusters Score -9498752 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9499287.000000 Penalty: 5371.761230
	Iteration 6Q: 3 clusters Score -9499287 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -9499999.000000 Penalty: 5371.761230
	Iteration 7Q: 3 clusters Score -9499999 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -9501179.000000 Penalty: 5371.761230
	Iteration 8Q: 3 clusters Score -9501179 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -9502773.000000 Penalty: 5371.761230
	Iteration 9F: 3 clusters Score -9502773 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
Score: -9505100.000000 Penalty: 5371.761230
	Iteration 10F: 3 clusters Score -9505100 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -9507694.000000 Penalty: 5371.761230
	Iteration 11F: 3 clusters Score -9507694 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -9509375.000000 Penalty: 5371.761230
	Iteration 12F: 3 clusters Score -9509375 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -9510449.000000 Penalty: 5371.761230
	Iteration 13Q: 3 clusters Score -9510449 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -9511734.000000 Penalty: 5371.761230
	Iteration 14Q: 3 clusters Score -9511734 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9512371.000000 Penalty: 5371.761230
	Iteration 15Q: 3 clusters Score -9512371 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9512565.000000 Penalty: 5371.761230
	Iteration 16Q: 3 clusters Score -9512565 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -9512684.000000 Penalty: 5371.761230
	Iteration 17Q: 3 clusters Score -9512684 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 50028 members 
Entering Unmasked Estep 
Score: -9512723.000000 Penalty: 5371.761230
	Iteration 18Q: 3 clusters Score -9512723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -9512750.000000 Penalty: 5371.761230
	Iteration 19Q: 3 clusters Score -9512750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -9512789.000000 Penalty: 5371.761230
	Iteration 20F: 3 clusters Score -9512789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -9512795.000000 Penalty: 5371.761230
	Iteration 21Q: 3 clusters Score -9512795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -9512795.000000 Penalty: 5371.761230
	Iteration 22Q: 3 clusters Score -9512795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -9512805.000000 Penalty: 5371.761230
	Iteration 23Q: 3 clusters Score -9512805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -9512804.000000 Penalty: 5371.761230
	Iteration 24Q: 3 clusters Score -9512804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -9512811.000000 Penalty: 5371.761230
	Iteration 25Q: 3 clusters Score -9512811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -9512821.000000 Penalty: 5371.761230
	Iteration 26Q: 3 clusters Score -9512821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -9512824.000000 Penalty: 5371.761230
	Iteration 27Q: 3 clusters Score -9512824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -9512828.000000 Penalty: 5371.761230
	Iteration 28Q: 3 clusters Score -9512828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9512831.000000 Penalty: 5371.761230
	Iteration 29Q: 3 clusters Score -9512831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -9512830.000000 Penalty: 5371.761230
	Iteration 30Q: 3 clusters Score -9512830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9512826.000000 Penalty: 5371.761230
	Iteration 31Q: 3 clusters Score -9512826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9512826.000000 Penalty: 5371.761230
	Iteration 32F: 3 clusters Score -9512826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Entering Unmasked Estep 
Score: -9546966.000000 Penalty: 2686.738281
	Iteration 0F: 2 clusters Score -9546966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -9515488.000000 Penalty: 5373.476562
	Iteration 0F: 3 clusters Score -9515488 nChanged 23531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -9528234.000000 Penalty: 5373.476562
	Iteration 1F: 3 clusters Score -9528234 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -9528893.000000 Penalty: 5373.476562
	Iteration 2Q: 3 clusters Score -9528893 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -9529650.000000 Penalty: 5373.476562
	Iteration 3Q: 3 clusters Score -9529650 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9530715.000000 Penalty: 5373.476562
	Iteration 4Q: 3 clusters Score -9530715 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -9532169.000000 Penalty: 5373.476562
	Iteration 5F: 3 clusters Score -9532169 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -9534493.000000 Penalty: 5373.476562
	Iteration 6F: 3 clusters Score -9534493 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -9537499.000000 Penalty: 5373.476562
	Iteration 7F: 3 clusters Score -9537499 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -9540347.000000 Penalty: 5373.476562
	Iteration 8F: 3 clusters Score -9540347 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -9541593.000000 Penalty: 5373.476562
	Iteration 9F: 3 clusters Score -9541593 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9543344.000000 Penalty: 5373.476562
	Iteration 10Q: 3 clusters Score -9543344 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 49480 members 
Entering Unmasked Estep 
Score: -9544162.000000 Penalty: 5373.476562
	Iteration 11Q: 3 clusters Score -9544162 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 49765 members 
Entering Unmasked Estep 
Score: -9544680.000000 Penalty: 5373.476562
	Iteration 12Q: 3 clusters Score -9544680 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9544915.000000 Penalty: 5373.476562
	Iteration 13Q: 3 clusters Score -9544915 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -9545103.000000 Penalty: 5373.476562
	Iteration 14Q: 3 clusters Score -9545103 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -9545230.000000 Penalty: 5373.476562
	Iteration 15Q: 3 clusters Score -9545230 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -9545320.000000 Penalty: 5373.476562
	Iteration 16Q: 3 clusters Score -9545320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 50061 members 
Entering Unmasked Estep 
Score: -9545400.000000 Penalty: 5373.476562
	Iteration 17Q: 3 clusters Score -9545400 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 50078 members 
Entering Unmasked Estep 
Score: -9545469.000000 Penalty: 5373.476562
	Iteration 18Q: 3 clusters Score -9545469 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50093 members 
Entering Unmasked Estep 
Score: -9545518.000000 Penalty: 5373.476562
	Iteration 19Q: 3 clusters Score -9545518 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50111 members 
Entering Unmasked Estep 
Score: -9545553.000000 Penalty: 5373.476562
	Iteration 20F: 3 clusters Score -9545553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -9545598.000000 Penalty: 5373.476562
	Iteration 21Q: 3 clusters Score -9545598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -9545613.000000 Penalty: 5373.476562
	Iteration 22Q: 3 clusters Score -9545613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -9545608.000000 Penalty: 5373.476562
	Iteration 23Q: 3 clusters Score -9545608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -9545609.000000 Penalty: 5373.476562
	Iteration 24Q: 3 clusters Score -9545609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50137 members 
Entering Unmasked Estep 
Score: -9545620.000000 Penalty: 5373.476562
	Iteration 25Q: 3 clusters Score -9545620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -9545625.000000 Penalty: 5373.476562
	Iteration 26Q: 3 clusters Score -9545625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -9545621.000000 Penalty: 5373.476562
	Iteration 27Q: 3 clusters Score -9545621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -9545626.000000 Penalty: 5373.476562
	Iteration 28Q: 3 clusters Score -9545626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -9545621.000000 Penalty: 5373.476562
	Iteration 29Q: 3 clusters Score -9545621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -9545623.000000 Penalty: 5373.476562
	Iteration 30Q: 3 clusters Score -9545623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50140 members 
Entering Unmasked Estep 
Score: -9545624.000000 Penalty: 5373.476562
	Iteration 31Q: 3 clusters Score -9545624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -9545633.000000 Penalty: 5373.476562
	Iteration 32Q: 3 clusters Score -9545633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -9545647.000000 Penalty: 5373.476562
	Iteration 33Q: 3 clusters Score -9545647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9545644.000000 Penalty: 5373.476562
	Iteration 34Q: 3 clusters Score -9545644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -9545651.000000 Penalty: 5373.476562
	Iteration 35Q: 3 clusters Score -9545651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -9545645.000000 Penalty: 5373.476562
	Iteration 36Q: 3 clusters Score -9545645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -9545655.000000 Penalty: 5373.476562
	Iteration 37Q: 3 clusters Score -9545655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -9545657.000000 Penalty: 5373.476562
	Iteration 38Q: 3 clusters Score -9545657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -9545657.000000 Penalty: 5373.476562
	Iteration 39F: 3 clusters Score -9545657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Entering Unmasked Estep 
Score: -8201606.500000 Penalty: 2651.291992
	Iteration 0F: 2 clusters Score -8201606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -8172472.000000 Penalty: 5302.583984
	Iteration 0F: 3 clusters Score -8172472 nChanged 20215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8183753.000000 Penalty: 5302.583984
	Iteration 1F: 3 clusters Score -8183753 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8184917.000000 Penalty: 5302.583984
	Iteration 2F: 3 clusters Score -8184917 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -8186394.500000 Penalty: 5302.583984
	Iteration 3F: 3 clusters Score -8186394 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -8188280.500000 Penalty: 5302.583984
	Iteration 4F: 3 clusters Score -8188280 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8190501.000000 Penalty: 5302.583984
	Iteration 5F: 3 clusters Score -8190501 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -8192890.500000 Penalty: 5302.583984
	Iteration 6F: 3 clusters Score -8192890 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8195547.000000 Penalty: 5302.583984
	Iteration 7F: 3 clusters Score -8195547 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -8197769.500000 Penalty: 5302.583984
	Iteration 8F: 3 clusters Score -8197770 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -8199021.000000 Penalty: 5302.583984
	Iteration 9Q: 3 clusters Score -8199021 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -8199532.500000 Penalty: 5302.583984
	Iteration 10Q: 3 clusters Score -8199532 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -8199828.500000 Penalty: 5302.583984
	Iteration 11Q: 3 clusters Score -8199828 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8199907.500000 Penalty: 5302.583984
	Iteration 12Q: 3 clusters Score -8199908 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -8199978.500000 Penalty: 5302.583984
	Iteration 13Q: 3 clusters Score -8199978 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -8200004.500000 Penalty: 5302.583984
	Iteration 14Q: 3 clusters Score -8200004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -8200028.500000 Penalty: 5302.583984
	Iteration 15Q: 3 clusters Score -8200028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -8200050.000000 Penalty: 5302.583984
	Iteration 16Q: 3 clusters Score -8200050 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -8200071.000000 Penalty: 5302.583984
	Iteration 17Q: 3 clusters Score -8200071 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -8200079.000000 Penalty: 5302.583984
	Iteration 18Q: 3 clusters Score -8200079 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8200054.500000 Penalty: 5302.583984
	Iteration 19Q: 3 clusters Score -8200054 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -8200056.500000 Penalty: 5302.583984
	Iteration 20F: 3 clusters Score -8200056 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -8200073.500000 Penalty: 5302.583984
	Iteration 21Q: 3 clusters Score -8200074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -8200064.500000 Penalty: 5302.583984
	Iteration 22Q: 3 clusters Score -8200064 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8200072.500000 Penalty: 5302.583984
	Iteration 23Q: 3 clusters Score -8200072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -8200064.500000 Penalty: 5302.583984
	Iteration 24Q: 3 clusters Score -8200064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -8200063.500000 Penalty: 5302.583984
	Iteration 25Q: 3 clusters Score -8200064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -8200068.000000 Penalty: 5302.583984
	Iteration 26Q: 3 clusters Score -8200068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -8200077.000000 Penalty: 5302.583984
	Iteration 27Q: 3 clusters Score -8200077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -8200072.000000 Penalty: 5302.583984
	Iteration 28Q: 3 clusters Score -8200072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -8200077.000000 Penalty: 5302.583984
	Iteration 29Q: 3 clusters Score -8200077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -8200066.500000 Penalty: 5302.583984
	Iteration 30Q: 3 clusters Score -8200066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -8200078.000000 Penalty: 5302.583984
	Iteration 31Q: 3 clusters Score -8200078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -8200072.500000 Penalty: 5302.583984
	Iteration 32Q: 3 clusters Score -8200072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -8200069.500000 Penalty: 5302.583984
	Iteration 33Q: 3 clusters Score -8200070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -8200072.500000 Penalty: 5302.583984
	Iteration 34Q: 3 clusters Score -8200072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -8200068.500000 Penalty: 5302.583984
	Iteration 35Q: 3 clusters Score -8200068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8200060.500000 Penalty: 5302.583984
	Iteration 36Q: 3 clusters Score -8200060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -8200051.000000 Penalty: 5302.583984
	Iteration 37Q: 3 clusters Score -8200051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -8200055.000000 Penalty: 5302.583984
	Iteration 38Q: 3 clusters Score -8200055 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -8200050.500000 Penalty: 5302.583984
	Iteration 39Q: 3 clusters Score -8200050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -8200033.000000 Penalty: 5302.583984
	Iteration 40F: 3 clusters Score -8200033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -8200040.500000 Penalty: 5302.583984
	Iteration 41Q: 3 clusters Score -8200040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -8200036.000000 Penalty: 5302.583984
	Iteration 42Q: 3 clusters Score -8200036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -8200036.000000 Penalty: 5302.583984
	Iteration 43Q: 3 clusters Score -8200036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -8200025.000000 Penalty: 5302.583984
	Iteration 44Q: 3 clusters Score -8200025 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -8200013.000000 Penalty: 5302.583984
	Iteration 45Q: 3 clusters Score -8200013 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -8200012.000000 Penalty: 5302.583984
	Iteration 46Q: 3 clusters Score -8200012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -8200000.000000 Penalty: 5302.583984
	Iteration 47Q: 3 clusters Score -8200000 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -8199975.500000 Penalty: 5302.583984
	Iteration 48Q: 3 clusters Score -8199976 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8199979.000000 Penalty: 5302.583984
	Iteration 49Q: 3 clusters Score -8199979 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -8199972.500000 Penalty: 5302.583984
	Iteration 50Q: 3 clusters Score -8199972 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -8199959.000000 Penalty: 5302.583984
	Iteration 51Q: 3 clusters Score -8199959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -8199957.500000 Penalty: 5302.583984
	Iteration 52Q: 3 clusters Score -8199958 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -8199938.000000 Penalty: 5302.583984
	Iteration 53Q: 3 clusters Score -8199938 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -8199927.500000 Penalty: 5302.583984
	Iteration 54Q: 3 clusters Score -8199928 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8199912.500000 Penalty: 5302.583984
	Iteration 55Q: 3 clusters Score -8199912 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8199911.000000 Penalty: 5302.583984
	Iteration 56Q: 3 clusters Score -8199911 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -8199905.000000 Penalty: 5302.583984
	Iteration 57Q: 3 clusters Score -8199905 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -8199920.500000 Penalty: 5302.583984
	Iteration 58Q: 3 clusters Score -8199920 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -8199929.500000 Penalty: 5302.583984
	Iteration 59Q: 3 clusters Score -8199930 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -8199933.000000 Penalty: 5302.583984
	Iteration 60F: 3 clusters Score -8199933 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -8199921.000000 Penalty: 5302.583984
	Iteration 61Q: 3 clusters Score -8199921 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -8199906.000000 Penalty: 5302.583984
	Iteration 62Q: 3 clusters Score -8199906 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8199897.500000 Penalty: 5302.583984
	Iteration 63Q: 3 clusters Score -8199898 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -8199908.500000 Penalty: 5302.583984
	Iteration 64Q: 3 clusters Score -8199908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -8199908.000000 Penalty: 5302.583984
	Iteration 65Q: 3 clusters Score -8199908 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8199883.000000 Penalty: 5302.583984
	Iteration 66Q: 3 clusters Score -8199883 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -8199892.500000 Penalty: 5302.583984
	Iteration 67Q: 3 clusters Score -8199892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8199877.000000 Penalty: 5302.583984
	Iteration 68Q: 3 clusters Score -8199877 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -8199866.500000 Penalty: 5302.583984
	Iteration 69Q: 3 clusters Score -8199866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8199847.500000 Penalty: 5302.583984
	Iteration 70Q: 3 clusters Score -8199848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8199854.000000 Penalty: 5302.583984
	Iteration 71Q: 3 clusters Score -8199854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8199842.000000 Penalty: 5302.583984
	Iteration 72Q: 3 clusters Score -8199842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8199847.000000 Penalty: 5302.583984
	Iteration 73Q: 3 clusters Score -8199847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -8199832.500000 Penalty: 5302.583984
	Iteration 74Q: 3 clusters Score -8199832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -8199822.500000 Penalty: 5302.583984
	Iteration 75Q: 3 clusters Score -8199822 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -8199809.000000 Penalty: 5302.583984
	Iteration 76Q: 3 clusters Score -8199809 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8199821.500000 Penalty: 5302.583984
	Iteration 77Q: 3 clusters Score -8199822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8199817.500000 Penalty: 5302.583984
	Iteration 78Q: 3 clusters Score -8199818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8199827.000000 Penalty: 5302.583984
	Iteration 79Q: 3 clusters Score -8199827 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8199828.000000 Penalty: 5302.583984
	Iteration 80F: 3 clusters Score -8199828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8199818.000000 Penalty: 5302.583984
	Iteration 81Q: 3 clusters Score -8199818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -8199807.500000 Penalty: 5302.583984
	Iteration 82Q: 3 clusters Score -8199808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8199807.500000 Penalty: 5302.583984
	Iteration 83Q: 3 clusters Score -8199808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8199799.500000 Penalty: 5302.583984
	Iteration 84Q: 3 clusters Score -8199800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -8199796.500000 Penalty: 5302.583984
	Iteration 85Q: 3 clusters Score -8199796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -8199816.500000 Penalty: 5302.583984
	Iteration 86Q: 3 clusters Score -8199816 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8199815.500000 Penalty: 5302.583984
	Iteration 87Q: 3 clusters Score -8199816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8199818.500000 Penalty: 5302.583984
	Iteration 88Q: 3 clusters Score -8199818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8199805.000000 Penalty: 5302.583984
	Iteration 89Q: 3 clusters Score -8199805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8199808.000000 Penalty: 5302.583984
	Iteration 90Q: 3 clusters Score -8199808 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8199818.500000 Penalty: 5302.583984
	Iteration 91Q: 3 clusters Score -8199818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8199809.000000 Penalty: 5302.583984
	Iteration 92Q: 3 clusters Score -8199809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8199799.000000 Penalty: 5302.583984
	Iteration 93Q: 3 clusters Score -8199799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -8199801.500000 Penalty: 5302.583984
	Iteration 94Q: 3 clusters Score -8199802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -8199787.000000 Penalty: 5302.583984
	Iteration 95Q: 3 clusters Score -8199787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -8199795.000000 Penalty: 5302.583984
	Iteration 96Q: 3 clusters Score -8199795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8199784.500000 Penalty: 5302.583984
	Iteration 97Q: 3 clusters Score -8199784 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8199784.000000 Penalty: 5302.583984
	Iteration 98Q: 3 clusters Score -8199784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8199785.000000 Penalty: 5302.583984
	Iteration 99Q: 3 clusters Score -8199785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -8199777.000000 Penalty: 5302.583984
	Iteration 100F: 3 clusters Score -8199777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -8199758.000000 Penalty: 5302.583984
	Iteration 101Q: 3 clusters Score -8199758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8199746.000000 Penalty: 5302.583984
	Iteration 102Q: 3 clusters Score -8199746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8199756.000000 Penalty: 5302.583984
	Iteration 103Q: 3 clusters Score -8199756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8199754.500000 Penalty: 5302.583984
	Iteration 104Q: 3 clusters Score -8199754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8199750.000000 Penalty: 5302.583984
	Iteration 105Q: 3 clusters Score -8199750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -8199749.000000 Penalty: 5302.583984
	Iteration 106Q: 3 clusters Score -8199749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -8199747.000000 Penalty: 5302.583984
	Iteration 107Q: 3 clusters Score -8199747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -8199744.500000 Penalty: 5302.583984
	Iteration 108Q: 3 clusters Score -8199744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -8199746.500000 Penalty: 5302.583984
	Iteration 109Q: 3 clusters Score -8199746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8199744.000000 Penalty: 5302.583984
	Iteration 110Q: 3 clusters Score -8199744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -8199750.500000 Penalty: 5302.583984
	Iteration 111Q: 3 clusters Score -8199750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -8199742.000000 Penalty: 5302.583984
	Iteration 112Q: 3 clusters Score -8199742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8199739.500000 Penalty: 5302.583984
	Iteration 113Q: 3 clusters Score -8199740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8199731.500000 Penalty: 5302.583984
	Iteration 114Q: 3 clusters Score -8199732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -8199743.500000 Penalty: 5302.583984
	Iteration 115Q: 3 clusters Score -8199744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8199744.000000 Penalty: 5302.583984
	Iteration 116Q: 3 clusters Score -8199744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8199746.500000 Penalty: 5302.583984
	Iteration 117Q: 3 clusters Score -8199746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -8199752.000000 Penalty: 5302.583984
	Iteration 118Q: 3 clusters Score -8199752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8199745.500000 Penalty: 5302.583984
	Iteration 119Q: 3 clusters Score -8199746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8199742.000000 Penalty: 5302.583984
	Iteration 120F: 3 clusters Score -8199742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -8199742.000000 Penalty: 5302.583984
	Iteration 121Q: 3 clusters Score -8199742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8199743.500000 Penalty: 5302.583984
	Iteration 122Q: 3 clusters Score -8199744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8199741.000000 Penalty: 5302.583984
	Iteration 123Q: 3 clusters Score -8199741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8199750.000000 Penalty: 5302.583984
	Iteration 124Q: 3 clusters Score -8199750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -8199743.500000 Penalty: 5302.583984
	Iteration 125Q: 3 clusters Score -8199744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8199748.000000 Penalty: 5302.583984
	Iteration 126Q: 3 clusters Score -8199748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8199758.500000 Penalty: 5302.583984
	Iteration 127Q: 3 clusters Score -8199758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -8199756.000000 Penalty: 5302.583984
	Iteration 128Q: 3 clusters Score -8199756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8199750.000000 Penalty: 5302.583984
	Iteration 129Q: 3 clusters Score -8199750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8199756.500000 Penalty: 5302.583984
	Iteration 130Q: 3 clusters Score -8199756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8199745.000000 Penalty: 5302.583984
	Iteration 131Q: 3 clusters Score -8199745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -8199748.000000 Penalty: 5302.583984
	Iteration 132Q: 3 clusters Score -8199748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -8199757.000000 Penalty: 5302.583984
	Iteration 133Q: 3 clusters Score -8199757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8199751.000000 Penalty: 5302.583984
	Iteration 134Q: 3 clusters Score -8199751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8199757.500000 Penalty: 5302.583984
	Iteration 135Q: 3 clusters Score -8199758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 23468 members 
Entering Unmasked Estep 
Score: -8199753.500000 Penalty: 5302.583984
	Iteration 136Q: 3 clusters Score -8199754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8199746.500000 Penalty: 5302.583984
	Iteration 137Q: 3 clusters Score -8199746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8199746.500000 Penalty: 5302.583984
	Iteration 138F: 3 clusters Score -8199746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Entering Unmasked Estep 
Score: -6492463.500000 Penalty: 2592.736084
	Iteration 0F: 2 clusters Score -6492464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -6468928.000000 Penalty: 5185.472168
	Iteration 0F: 3 clusters Score -6468928 nChanged 15735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -6477480.000000 Penalty: 5185.472168
	Iteration 1F: 3 clusters Score -6477480 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -6477936.000000 Penalty: 5185.472168
	Iteration 2Q: 3 clusters Score -6477936 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6478301.500000 Penalty: 5185.472168
	Iteration 3Q: 3 clusters Score -6478302 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -6478651.000000 Penalty: 5185.472168
	Iteration 4Q: 3 clusters Score -6478651 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -6478995.000000 Penalty: 5185.472168
	Iteration 5Q: 3 clusters Score -6478995 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -6479322.000000 Penalty: 5185.472168
	Iteration 6Q: 3 clusters Score -6479322 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -6479745.500000 Penalty: 5185.472168
	Iteration 7Q: 3 clusters Score -6479746 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -6480180.000000 Penalty: 5185.472168
	Iteration 8Q: 3 clusters Score -6480180 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -6480762.500000 Penalty: 5185.472168
	Iteration 9Q: 3 clusters Score -6480762 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -6481424.000000 Penalty: 5185.472168
	Iteration 10Q: 3 clusters Score -6481424 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -6482267.500000 Penalty: 5185.472168
	Iteration 11Q: 3 clusters Score -6482268 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -6483204.000000 Penalty: 5185.472168
	Iteration 12Q: 3 clusters Score -6483204 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6484304.500000 Penalty: 5185.472168
	Iteration 13Q: 3 clusters Score -6484304 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6485532.500000 Penalty: 5185.472168
	Iteration 14Q: 3 clusters Score -6485532 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -6486702.500000 Penalty: 5185.472168
	Iteration 15Q: 3 clusters Score -6486702 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 31184 members 
Entering Unmasked Estep 
Score: -6487763.500000 Penalty: 5185.472168
	Iteration 16Q: 3 clusters Score -6487764 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -6488567.000000 Penalty: 5185.472168
	Iteration 17Q: 3 clusters Score -6488567 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -6489160.500000 Penalty: 5185.472168
	Iteration 18Q: 3 clusters Score -6489160 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -6489528.000000 Penalty: 5185.472168
	Iteration 19Q: 3 clusters Score -6489528 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -6489745.000000 Penalty: 5185.472168
	Iteration 20F: 3 clusters Score -6489745 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6489883.500000 Penalty: 5185.472168
	Iteration 21Q: 3 clusters Score -6489884 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -6490012.500000 Penalty: 5185.472168
	Iteration 22Q: 3 clusters Score -6490012 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6490080.000000 Penalty: 5185.472168
	Iteration 23Q: 3 clusters Score -6490080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 34145 members 
Entering Unmasked Estep 
Score: -6490130.000000 Penalty: 5185.472168
	Iteration 24Q: 3 clusters Score -6490130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -6490168.500000 Penalty: 5185.472168
	Iteration 25Q: 3 clusters Score -6490168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -6490200.500000 Penalty: 5185.472168
	Iteration 26Q: 3 clusters Score -6490200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -6490226.000000 Penalty: 5185.472168
	Iteration 27Q: 3 clusters Score -6490226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -6490248.500000 Penalty: 5185.472168
	Iteration 28Q: 3 clusters Score -6490248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6490263.500000 Penalty: 5185.472168
	Iteration 29Q: 3 clusters Score -6490264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -6490276.000000 Penalty: 5185.472168
	Iteration 30Q: 3 clusters Score -6490276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -6490287.000000 Penalty: 5185.472168
	Iteration 31Q: 3 clusters Score -6490287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -6490293.000000 Penalty: 5185.472168
	Iteration 32Q: 3 clusters Score -6490293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -6490295.500000 Penalty: 5185.472168
	Iteration 33Q: 3 clusters Score -6490296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -6490301.000000 Penalty: 5185.472168
	Iteration 34Q: 3 clusters Score -6490301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -6490301.000000 Penalty: 5185.472168
	Iteration 35Q: 3 clusters Score -6490301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -6490302.000000 Penalty: 5185.472168
	Iteration 36Q: 3 clusters Score -6490302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -6490302.000000 Penalty: 5185.472168
	Iteration 37F: 3 clusters Score -6490302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Entering Unmasked Estep 
Score: -4222862.000000 Penalty: 2486.243164
	Iteration 0F: 2 clusters Score -4222862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4207187.000000 Penalty: 4972.486328
	Iteration 0F: 3 clusters Score -4207187 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4212468.500000 Penalty: 4972.486328
	Iteration 1F: 3 clusters Score -4212468 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4212861.500000 Penalty: 4972.486328
	Iteration 2F: 3 clusters Score -4212862 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -4213176.500000 Penalty: 4972.486328
	Iteration 3Q: 3 clusters Score -4213176 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4213483.500000 Penalty: 4972.486328
	Iteration 4Q: 3 clusters Score -4213484 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4213790.000000 Penalty: 4972.486328
	Iteration 5Q: 3 clusters Score -4213790 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -4214089.500000 Penalty: 4972.486328
	Iteration 6Q: 3 clusters Score -4214090 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -4214417.500000 Penalty: 4972.486328
	Iteration 7Q: 3 clusters Score -4214418 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4214761.500000 Penalty: 4972.486328
	Iteration 8Q: 3 clusters Score -4214762 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4215151.000000 Penalty: 4972.486328
	Iteration 9Q: 3 clusters Score -4215151 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4215544.500000 Penalty: 4972.486328
	Iteration 10Q: 3 clusters Score -4215544 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -4215984.000000 Penalty: 4972.486328
	Iteration 11Q: 3 clusters Score -4215984 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -4216436.000000 Penalty: 4972.486328
	Iteration 12Q: 3 clusters Score -4216436 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4216901.500000 Penalty: 4972.486328
	Iteration 13Q: 3 clusters Score -4216902 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -4217316.500000 Penalty: 4972.486328
	Iteration 14Q: 3 clusters Score -4217316 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -4217685.000000 Penalty: 4972.486328
	Iteration 15Q: 3 clusters Score -4217685 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4217967.500000 Penalty: 4972.486328
	Iteration 16Q: 3 clusters Score -4217968 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -4218170.500000 Penalty: 4972.486328
	Iteration 17Q: 3 clusters Score -4218170 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -4218361.500000 Penalty: 4972.486328
	Iteration 18Q: 3 clusters Score -4218362 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4218565.000000 Penalty: 4972.486328
	Iteration 19Q: 3 clusters Score -4218565 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -4218786.500000 Penalty: 4972.486328
	Iteration 20F: 3 clusters Score -4218786 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -4219007.500000 Penalty: 4972.486328
	Iteration 21Q: 3 clusters Score -4219008 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4219215.000000 Penalty: 4972.486328
	Iteration 22Q: 3 clusters Score -4219215 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -4219374.500000 Penalty: 4972.486328
	Iteration 23Q: 3 clusters Score -4219374 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -4219527.500000 Penalty: 4972.486328
	Iteration 24Q: 3 clusters Score -4219528 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4219697.000000 Penalty: 4972.486328
	Iteration 25Q: 3 clusters Score -4219697 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4219809.500000 Penalty: 4972.486328
	Iteration 26Q: 3 clusters Score -4219810 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -4219925.500000 Penalty: 4972.486328
	Iteration 27Q: 3 clusters Score -4219926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4220038.500000 Penalty: 4972.486328
	Iteration 28Q: 3 clusters Score -4220038 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -4220160.000000 Penalty: 4972.486328
	Iteration 29Q: 3 clusters Score -4220160 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -4220243.500000 Penalty: 4972.486328
	Iteration 30Q: 3 clusters Score -4220244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4220321.000000 Penalty: 4972.486328
	Iteration 31Q: 3 clusters Score -4220321 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4220417.500000 Penalty: 4972.486328
	Iteration 32Q: 3 clusters Score -4220418 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -4220462.000000 Penalty: 4972.486328
	Iteration 33Q: 3 clusters Score -4220462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4220513.500000 Penalty: 4972.486328
	Iteration 34Q: 3 clusters Score -4220514 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4220553.500000 Penalty: 4972.486328
	Iteration 35Q: 3 clusters Score -4220554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4220576.500000 Penalty: 4972.486328
	Iteration 36Q: 3 clusters Score -4220576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -4220589.000000 Penalty: 4972.486328
	Iteration 37Q: 3 clusters Score -4220589 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4220605.500000 Penalty: 4972.486328
	Iteration 38Q: 3 clusters Score -4220606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -4220617.500000 Penalty: 4972.486328
	Iteration 39Q: 3 clusters Score -4220618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4220633.000000 Penalty: 4972.486328
	Iteration 40F: 3 clusters Score -4220633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4220637.500000 Penalty: 4972.486328
	Iteration 41Q: 3 clusters Score -4220638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4220646.500000 Penalty: 4972.486328
	Iteration 42Q: 3 clusters Score -4220646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4220652.000000 Penalty: 4972.486328
	Iteration 43Q: 3 clusters Score -4220652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -4220653.000000 Penalty: 4972.486328
	Iteration 44Q: 3 clusters Score -4220653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -4220653.000000 Penalty: 4972.486328
	Iteration 45Q: 3 clusters Score -4220653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4220661.500000 Penalty: 4972.486328
	Iteration 46Q: 3 clusters Score -4220662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -4220660.500000 Penalty: 4972.486328
	Iteration 47Q: 3 clusters Score -4220660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4220662.000000 Penalty: 4972.486328
	Iteration 48Q: 3 clusters Score -4220662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4220666.500000 Penalty: 4972.486328
	Iteration 49Q: 3 clusters Score -4220666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -4220666.000000 Penalty: 4972.486328
	Iteration 50Q: 3 clusters Score -4220666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4220665.500000 Penalty: 4972.486328
	Iteration 51Q: 3 clusters Score -4220666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4220666.000000 Penalty: 4972.486328
	Iteration 52Q: 3 clusters Score -4220666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -4220666.000000 Penalty: 4972.486328
	Iteration 53F: 3 clusters Score -4220666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 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 265 members 
Entering Unmasked Estep 
Score: -46696.492188 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46696.49 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47146.054688 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47146.05 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47298.136719 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47298.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47359.183594 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -47359.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47425.128906 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -47425.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -47507.429688 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -47507.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47577.683594 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -47577.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47595.753906 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -47595.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -47600.843750 Penalty: 3109.471680
	Iteration 8Q: 3 clusters Score -47600.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47612.355469 Penalty: 3109.471680
	Iteration 9Q: 3 clusters Score -47612.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -47626.992188 Penalty: 3109.471680
	Iteration 10Q: 3 clusters Score -47626.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -47685.796875 Penalty: 3109.471680
	Iteration 11Q: 3 clusters Score -47685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -47750.906250 Penalty: 3109.471680
	Iteration 12Q: 3 clusters Score -47750.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -47795.671875 Penalty: 3109.471680
	Iteration 13Q: 3 clusters Score -47795.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -47829.066406 Penalty: 3109.471680
	Iteration 14Q: 3 clusters Score -47829.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -47883.125000 Penalty: 3109.471680
	Iteration 15Q: 3 clusters Score -47883.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47898.128906 Penalty: 3109.471680
	Iteration 16Q: 3 clusters Score -47898.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47899.722656 Penalty: 3109.471680
	Iteration 17Q: 3 clusters Score -47899.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47923.824219 Penalty: 3109.471680
	Iteration 18F: 3 clusters Score -47923.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -48064.261719 Penalty: 3109.471680
	Iteration 19Q: 3 clusters Score -48064.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -48089.718750 Penalty: 3109.471680
	Iteration 20F: 3 clusters Score -48089.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -48163.656250 Penalty: 3109.471680
	Iteration 21Q: 3 clusters Score -48163.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -48290.277344 Penalty: 3109.471680
	Iteration 22Q: 3 clusters Score -48290.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48310.054688 Penalty: 3109.471680
	Iteration 23Q: 3 clusters Score -48310.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48349.675781 Penalty: 3109.471680
	Iteration 24Q: 3 clusters Score -48349.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48358.976562 Penalty: 3109.471680
	Iteration 25Q: 3 clusters Score -48358.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48370.027344 Penalty: 3109.471680
	Iteration 26Q: 3 clusters Score -48370.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48375.300781 Penalty: 3109.471680
	Iteration 27Q: 3 clusters Score -48375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48378.421875 Penalty: 3109.471680
	Iteration 28Q: 3 clusters Score -48378.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48380.480469 Penalty: 3109.471680
	Iteration 29Q: 3 clusters Score -48380.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48384.683594 Penalty: 3109.471680
	Iteration 30Q: 3 clusters Score -48384.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48411.644531 Penalty: 3109.471680
	Iteration 31Q: 3 clusters Score -48411.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48411.957031 Penalty: 3109.471680
	Iteration 32F: 3 clusters Score -48411.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48473.632812 Penalty: 3109.471680
	Iteration 33Q: 3 clusters Score -48473.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48477.675781 Penalty: 3109.471680
	Iteration 34Q: 3 clusters Score -48477.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48506.171875 Penalty: 3109.471680
	Iteration 35Q: 3 clusters Score -48506.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -48506.171875 Penalty: 3109.471680
	Iteration 36F: 3 clusters Score -48506.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 176 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 29442 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51562 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18091 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 50271 members 
Mstep: Class 27 contains 57554 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51463 members 
Mstep: Class 30 contains 56660 members 
Mstep: Class 31 contains 352 members 
Entering Unmasked Estep 
Score: -137162768.000000 Penalty: 103966.859375
Splitting cluster 6 changes total score from -137163856.000000 to -137162768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -2286715.750000 Penalty: 2336.369385
	Iteration 0F: 2 clusters Score -2286716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -2277531.500000 Penalty: 4672.738770
	Iteration 0F: 3 clusters Score -2277532 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2280517.500000 Penalty: 4672.738770
	Iteration 1F: 3 clusters Score -2280518 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2280939.250000 Penalty: 4672.738770
	Iteration 2F: 3 clusters Score -2280939 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2281232.250000 Penalty: 4672.738770
	Iteration 3F: 3 clusters Score -2281232 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2281469.250000 Penalty: 4672.738770
	Iteration 4Q: 3 clusters Score -2281469 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2281694.500000 Penalty: 4672.738770
	Iteration 5Q: 3 clusters Score -2281694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2281890.750000 Penalty: 4672.738770
	Iteration 6Q: 3 clusters Score -2281891 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2282088.750000 Penalty: 4672.738770
	Iteration 7Q: 3 clusters Score -2282089 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2282277.000000 Penalty: 4672.738770
	Iteration 8Q: 3 clusters Score -2282277 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2282432.750000 Penalty: 4672.738770
	Iteration 9Q: 3 clusters Score -2282433 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2282581.500000 Penalty: 4672.738770
	Iteration 10Q: 3 clusters Score -2282582 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2282721.500000 Penalty: 4672.738770
	Iteration 11Q: 3 clusters Score -2282722 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2282875.250000 Penalty: 4672.738770
	Iteration 12Q: 3 clusters Score -2282875 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2283021.000000 Penalty: 4672.738770
	Iteration 13Q: 3 clusters Score -2283021 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2283176.750000 Penalty: 4672.738770
	Iteration 14Q: 3 clusters Score -2283177 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2283343.000000 Penalty: 4672.738770
	Iteration 15Q: 3 clusters Score -2283343 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2283474.500000 Penalty: 4672.738770
	Iteration 16Q: 3 clusters Score -2283474 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2283634.750000 Penalty: 4672.738770
	Iteration 17Q: 3 clusters Score -2283635 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2283790.500000 Penalty: 4672.738770
	Iteration 18Q: 3 clusters Score -2283790 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2283929.000000 Penalty: 4672.738770
	Iteration 19Q: 3 clusters Score -2283929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2284040.750000 Penalty: 4672.738770
	Iteration 20F: 3 clusters Score -2284041 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2284132.750000 Penalty: 4672.738770
	Iteration 21Q: 3 clusters Score -2284133 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2284226.750000 Penalty: 4672.738770
	Iteration 22Q: 3 clusters Score -2284227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2284285.250000 Penalty: 4672.738770
	Iteration 23Q: 3 clusters Score -2284285 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2284341.250000 Penalty: 4672.738770
	Iteration 24Q: 3 clusters Score -2284341 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2284391.250000 Penalty: 4672.738770
	Iteration 25Q: 3 clusters Score -2284391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2284431.750000 Penalty: 4672.738770
	Iteration 26Q: 3 clusters Score -2284432 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2284473.750000 Penalty: 4672.738770
	Iteration 27Q: 3 clusters Score -2284474 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2284528.250000 Penalty: 4672.738770
	Iteration 28Q: 3 clusters Score -2284528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2284564.500000 Penalty: 4672.738770
	Iteration 29Q: 3 clusters Score -2284564 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2284601.000000 Penalty: 4672.738770
	Iteration 30Q: 3 clusters Score -2284601 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2284624.750000 Penalty: 4672.738770
	Iteration 31Q: 3 clusters Score -2284625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2284646.750000 Penalty: 4672.738770
	Iteration 32Q: 3 clusters Score -2284647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2284654.750000 Penalty: 4672.738770
	Iteration 33Q: 3 clusters Score -2284655 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2284672.500000 Penalty: 4672.738770
	Iteration 34Q: 3 clusters Score -2284672 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2284685.500000 Penalty: 4672.738770
	Iteration 35Q: 3 clusters Score -2284686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2284704.000000 Penalty: 4672.738770
	Iteration 36Q: 3 clusters Score -2284704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2284723.250000 Penalty: 4672.738770
	Iteration 37Q: 3 clusters Score -2284723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2284737.000000 Penalty: 4672.738770
	Iteration 38Q: 3 clusters Score -2284737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2284743.750000 Penalty: 4672.738770
	Iteration 39Q: 3 clusters Score -2284744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2284752.250000 Penalty: 4672.738770
	Iteration 40F: 3 clusters Score -2284752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2284758.500000 Penalty: 4672.738770
	Iteration 41Q: 3 clusters Score -2284758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2284764.250000 Penalty: 4672.738770
	Iteration 42Q: 3 clusters Score -2284764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2284766.000000 Penalty: 4672.738770
	Iteration 43Q: 3 clusters Score -2284766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2284769.500000 Penalty: 4672.738770
	Iteration 44Q: 3 clusters Score -2284770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2284771.250000 Penalty: 4672.738770
	Iteration 45Q: 3 clusters Score -2284771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2284774.750000 Penalty: 4672.738770
	Iteration 46Q: 3 clusters Score -2284775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2284778.500000 Penalty: 4672.738770
	Iteration 47Q: 3 clusters Score -2284778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2284777.500000 Penalty: 4672.738770
	Iteration 48Q: 3 clusters Score -2284778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2284782.500000 Penalty: 4672.738770
	Iteration 49Q: 3 clusters Score -2284782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2284784.750000 Penalty: 4672.738770
	Iteration 50Q: 3 clusters Score -2284785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2284786.500000 Penalty: 4672.738770
	Iteration 51Q: 3 clusters Score -2284786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2284786.500000 Penalty: 4672.738770
	Iteration 52Q: 3 clusters Score -2284786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2284790.500000 Penalty: 4672.738770
	Iteration 53Q: 3 clusters Score -2284790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2284790.750000 Penalty: 4672.738770
	Iteration 54Q: 3 clusters Score -2284791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2284795.250000 Penalty: 4672.738770
	Iteration 55Q: 3 clusters Score -2284795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2284797.000000 Penalty: 4672.738770
	Iteration 56Q: 3 clusters Score -2284797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2284796.750000 Penalty: 4672.738770
	Iteration 57Q: 3 clusters Score -2284797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2284798.250000 Penalty: 4672.738770
	Iteration 58Q: 3 clusters Score -2284798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2284799.250000 Penalty: 4672.738770
	Iteration 59Q: 3 clusters Score -2284799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2284799.250000 Penalty: 4672.738770
	Iteration 60F: 3 clusters Score -2284799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Entering Unmasked Estep 
Score: -203743.640625 Penalty: 1753.960693
	Iteration 0F: 2 clusters Score -203743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -201703.796875 Penalty: 3507.921387
	Iteration 0F: 3 clusters Score -201703.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -202201.578125 Penalty: 3507.921387
	Iteration 1F: 3 clusters Score -202201.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -202709.156250 Penalty: 3507.921387
	Iteration 2F: 3 clusters Score -202709.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -203105.296875 Penalty: 3507.921387
	Iteration 3F: 3 clusters Score -203105.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -203342.484375 Penalty: 3507.921387
	Iteration 4F: 3 clusters Score -203342.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -203487.359375 Penalty: 3507.921387
	Iteration 5Q: 3 clusters Score -203487.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -203583.250000 Penalty: 3507.921387
	Iteration 6Q: 3 clusters Score -203583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -203638.687500 Penalty: 3507.921387
	Iteration 7Q: 3 clusters Score -203638.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -203699.843750 Penalty: 3507.921387
	Iteration 8Q: 3 clusters Score -203699.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -203757.484375 Penalty: 3507.921387
	Iteration 9Q: 3 clusters Score -203757.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -203818.187500 Penalty: 3507.921387
	Iteration 10Q: 3 clusters Score -203818.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -203880.406250 Penalty: 3507.921387
	Iteration 11Q: 3 clusters Score -203880.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -203904.468750 Penalty: 3507.921387
	Iteration 12Q: 3 clusters Score -203904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -203907.187500 Penalty: 3507.921387
	Iteration 13Q: 3 clusters Score -203907.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -203908.953125 Penalty: 3507.921387
	Iteration 14Q: 3 clusters Score -203909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -203908.953125 Penalty: 3507.921387
	Iteration 15F: 3 clusters Score -203909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 977 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 29442 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51562 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18091 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 50271 members 
Mstep: Class 27 contains 57554 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51463 members 
Mstep: Class 30 contains 56660 members 
Mstep: Class 31 contains 202 members 
Entering Unmasked Estep 
Score: -137162624.000000 Penalty: 103966.859375
Splitting cluster 8 changes total score from -137163856.000000 to -137162624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -406183.843750 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -406183.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -403484.250000 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -403484.2 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -404513.031250 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -404513 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -405277.781250 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -405277.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -405742.343750 Penalty: 3839.153809
	Iteration 3F: 3 clusters Score -405742.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -405971.531250 Penalty: 3839.153809
	Iteration 4F: 3 clusters Score -405971.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -406094.843750 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -406094.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -406147.062500 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -406147.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -406178.906250 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -406178.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -406202.875000 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -406202.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -406220.468750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -406220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -406230.875000 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -406230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -406238.093750 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -406238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -406247.218750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -406247.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -406264.562500 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -406264.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -406277.937500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -406277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -406287.375000 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -406287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -406292.062500 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -406292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -406297.968750 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -406298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -406303.718750 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -406303.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -406307.000000 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -406307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -406307.750000 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -406307.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 1909 members 
Mstep: Class 10 contains 29442 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51562 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18091 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 50271 members 
Mstep: Class 27 contains 57554 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51463 members 
Mstep: Class 30 contains 56660 members 
Mstep: Class 31 contains 390 members 
Entering Unmasked Estep 
Score: -137162320.000000 Penalty: 103966.859375
Splitting cluster 9 changes total score from -137163856.000000 to -137162320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (29442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Entering Unmasked Estep 
Score: -5456440.500000 Penalty: 2551.963867
	Iteration 0F: 2 clusters Score -5456440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -5436253.000000 Penalty: 5103.927734
	Iteration 0F: 3 clusters Score -5436253 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5443344.000000 Penalty: 5103.927734
	Iteration 1F: 3 clusters Score -5443344 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5443746.500000 Penalty: 5103.927734
	Iteration 2Q: 3 clusters Score -5443746 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5444079.500000 Penalty: 5103.927734
	Iteration 3Q: 3 clusters Score -5444080 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5444433.500000 Penalty: 5103.927734
	Iteration 4Q: 3 clusters Score -5444434 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5444843.500000 Penalty: 5103.927734
	Iteration 5Q: 3 clusters Score -5444844 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5445345.500000 Penalty: 5103.927734
	Iteration 6Q: 3 clusters Score -5445346 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -5445861.000000 Penalty: 5103.927734
	Iteration 7Q: 3 clusters Score -5445861 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5446402.000000 Penalty: 5103.927734
	Iteration 8Q: 3 clusters Score -5446402 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5447044.000000 Penalty: 5103.927734
	Iteration 9Q: 3 clusters Score -5447044 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -5447728.000000 Penalty: 5103.927734
	Iteration 10Q: 3 clusters Score -5447728 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -5448562.500000 Penalty: 5103.927734
	Iteration 11Q: 3 clusters Score -5448562 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -5449376.500000 Penalty: 5103.927734
	Iteration 12Q: 3 clusters Score -5449376 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -5450193.000000 Penalty: 5103.927734
	Iteration 13Q: 3 clusters Score -5450193 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5450785.500000 Penalty: 5103.927734
	Iteration 14Q: 3 clusters Score -5450786 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -5451115.500000 Penalty: 5103.927734
	Iteration 15Q: 3 clusters Score -5451116 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -5451393.000000 Penalty: 5103.927734
	Iteration 16Q: 3 clusters Score -5451393 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -5451593.500000 Penalty: 5103.927734
	Iteration 17Q: 3 clusters Score -5451594 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -5451815.500000 Penalty: 5103.927734
	Iteration 18Q: 3 clusters Score -5451816 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -5452028.000000 Penalty: 5103.927734
	Iteration 19Q: 3 clusters Score -5452028 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -5452250.000000 Penalty: 5103.927734
	Iteration 20F: 3 clusters Score -5452250 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -5452419.500000 Penalty: 5103.927734
	Iteration 21Q: 3 clusters Score -5452420 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -5452581.000000 Penalty: 5103.927734
	Iteration 22Q: 3 clusters Score -5452581 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5452779.000000 Penalty: 5103.927734
	Iteration 23Q: 3 clusters Score -5452779 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -5452943.500000 Penalty: 5103.927734
	Iteration 24Q: 3 clusters Score -5452944 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -5453099.500000 Penalty: 5103.927734
	Iteration 25Q: 3 clusters Score -5453100 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -5453230.000000 Penalty: 5103.927734
	Iteration 26Q: 3 clusters Score -5453230 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -5453316.500000 Penalty: 5103.927734
	Iteration 27Q: 3 clusters Score -5453316 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5453404.000000 Penalty: 5103.927734
	Iteration 28Q: 3 clusters Score -5453404 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -5453498.000000 Penalty: 5103.927734
	Iteration 29Q: 3 clusters Score -5453498 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5453568.500000 Penalty: 5103.927734
	Iteration 30Q: 3 clusters Score -5453568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5453630.500000 Penalty: 5103.927734
	Iteration 31Q: 3 clusters Score -5453630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -5453697.500000 Penalty: 5103.927734
	Iteration 32Q: 3 clusters Score -5453698 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -5453738.500000 Penalty: 5103.927734
	Iteration 33Q: 3 clusters Score -5453738 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -5453806.000000 Penalty: 5103.927734
	Iteration 34Q: 3 clusters Score -5453806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -5453849.000000 Penalty: 5103.927734
	Iteration 35Q: 3 clusters Score -5453849 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5453875.500000 Penalty: 5103.927734
	Iteration 36Q: 3 clusters Score -5453876 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -5453932.500000 Penalty: 5103.927734
	Iteration 37Q: 3 clusters Score -5453932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -5453968.000000 Penalty: 5103.927734
	Iteration 38Q: 3 clusters Score -5453968 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -5453995.500000 Penalty: 5103.927734
	Iteration 39Q: 3 clusters Score -5453996 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -5454022.500000 Penalty: 5103.927734
	Iteration 40F: 3 clusters Score -5454022 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5454047.500000 Penalty: 5103.927734
	Iteration 41Q: 3 clusters Score -5454048 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -5454073.000000 Penalty: 5103.927734
	Iteration 42Q: 3 clusters Score -5454073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -5454105.500000 Penalty: 5103.927734
	Iteration 43Q: 3 clusters Score -5454106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -5454121.000000 Penalty: 5103.927734
	Iteration 44Q: 3 clusters Score -5454121 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5454134.000000 Penalty: 5103.927734
	Iteration 45Q: 3 clusters Score -5454134 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5454160.000000 Penalty: 5103.927734
	Iteration 46Q: 3 clusters Score -5454160 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -5454167.000000 Penalty: 5103.927734
	Iteration 47Q: 3 clusters Score -5454167 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -5454192.500000 Penalty: 5103.927734
	Iteration 48Q: 3 clusters Score -5454192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5454184.000000 Penalty: 5103.927734
	Iteration 49Q: 3 clusters Score -5454184 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -5454202.000000 Penalty: 5103.927734
	Iteration 50Q: 3 clusters Score -5454202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -5454227.500000 Penalty: 5103.927734
	Iteration 51Q: 3 clusters Score -5454228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -5454229.500000 Penalty: 5103.927734
	Iteration 52Q: 3 clusters Score -5454230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5454237.000000 Penalty: 5103.927734
	Iteration 53Q: 3 clusters Score -5454237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -5454237.000000 Penalty: 5103.927734
	Iteration 54Q: 3 clusters Score -5454237 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -5454251.500000 Penalty: 5103.927734
	Iteration 55Q: 3 clusters Score -5454252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -5454262.500000 Penalty: 5103.927734
	Iteration 56Q: 3 clusters Score -5454262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5454280.000000 Penalty: 5103.927734
	Iteration 57Q: 3 clusters Score -5454280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -5454291.000000 Penalty: 5103.927734
	Iteration 58Q: 3 clusters Score -5454291 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -5454298.000000 Penalty: 5103.927734
	Iteration 59Q: 3 clusters Score -5454298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -5454315.000000 Penalty: 5103.927734
	Iteration 60F: 3 clusters Score -5454315 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -5454324.500000 Penalty: 5103.927734
	Iteration 61Q: 3 clusters Score -5454324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -5454333.500000 Penalty: 5103.927734
	Iteration 62Q: 3 clusters Score -5454334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -5454334.000000 Penalty: 5103.927734
	Iteration 63Q: 3 clusters Score -5454334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5454345.500000 Penalty: 5103.927734
	Iteration 64Q: 3 clusters Score -5454346 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -5454336.000000 Penalty: 5103.927734
	Iteration 65Q: 3 clusters Score -5454336 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5454347.000000 Penalty: 5103.927734
	Iteration 66Q: 3 clusters Score -5454347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -5454359.500000 Penalty: 5103.927734
	Iteration 67Q: 3 clusters Score -5454360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -5454365.500000 Penalty: 5103.927734
	Iteration 68Q: 3 clusters Score -5454366 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -5454355.500000 Penalty: 5103.927734
	Iteration 69Q: 3 clusters Score -5454356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -5454367.000000 Penalty: 5103.927734
	Iteration 70Q: 3 clusters Score -5454367 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -5454362.000000 Penalty: 5103.927734
	Iteration 71Q: 3 clusters Score -5454362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -5454372.000000 Penalty: 5103.927734
	Iteration 72Q: 3 clusters Score -5454372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5454377.500000 Penalty: 5103.927734
	Iteration 73Q: 3 clusters Score -5454378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -5454382.000000 Penalty: 5103.927734
	Iteration 74Q: 3 clusters Score -5454382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -5454378.000000 Penalty: 5103.927734
	Iteration 75Q: 3 clusters Score -5454378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5454386.000000 Penalty: 5103.927734
	Iteration 76Q: 3 clusters Score -5454386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5454388.000000 Penalty: 5103.927734
	Iteration 77Q: 3 clusters Score -5454388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -5454389.000000 Penalty: 5103.927734
	Iteration 78Q: 3 clusters Score -5454389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5454387.000000 Penalty: 5103.927734
	Iteration 79Q: 3 clusters Score -5454387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -5454391.000000 Penalty: 5103.927734
	Iteration 80F: 3 clusters Score -5454391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5454396.500000 Penalty: 5103.927734
	Iteration 81Q: 3 clusters Score -5454396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5454399.000000 Penalty: 5103.927734
	Iteration 82Q: 3 clusters Score -5454399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5454399.000000 Penalty: 5103.927734
	Iteration 83Q: 3 clusters Score -5454399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -5454400.500000 Penalty: 5103.927734
	Iteration 84Q: 3 clusters Score -5454400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5454406.000000 Penalty: 5103.927734
	Iteration 85Q: 3 clusters Score -5454406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5454392.000000 Penalty: 5103.927734
	Iteration 86Q: 3 clusters Score -5454392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -5454391.500000 Penalty: 5103.927734
	Iteration 87Q: 3 clusters Score -5454392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -5454389.000000 Penalty: 5103.927734
	Iteration 88Q: 3 clusters Score -5454389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -5454384.500000 Penalty: 5103.927734
	Iteration 89Q: 3 clusters Score -5454384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5454394.000000 Penalty: 5103.927734
	Iteration 90Q: 3 clusters Score -5454394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5454396.500000 Penalty: 5103.927734
	Iteration 91Q: 3 clusters Score -5454396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5454396.500000 Penalty: 5103.927734
	Iteration 92F: 3 clusters Score -5454396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Entering Unmasked Estep 
Score: -3611955.500000 Penalty: 2446.611816
	Iteration 0F: 2 clusters Score -3611956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3598405.250000 Penalty: 4893.223633
	Iteration 0F: 3 clusters Score -3598405 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3602800.500000 Penalty: 4893.223633
	Iteration 1F: 3 clusters Score -3602800 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -3603132.250000 Penalty: 4893.223633
	Iteration 2F: 3 clusters Score -3603132 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -3603383.000000 Penalty: 4893.223633
	Iteration 3Q: 3 clusters Score -3603383 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3603574.500000 Penalty: 4893.223633
	Iteration 4Q: 3 clusters Score -3603574 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3603761.750000 Penalty: 4893.223633
	Iteration 5Q: 3 clusters Score -3603762 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3603970.500000 Penalty: 4893.223633
	Iteration 6Q: 3 clusters Score -3603970 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3604213.000000 Penalty: 4893.223633
	Iteration 7Q: 3 clusters Score -3604213 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -3604585.000000 Penalty: 4893.223633
	Iteration 8Q: 3 clusters Score -3604585 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -3605013.500000 Penalty: 4893.223633
	Iteration 9Q: 3 clusters Score -3605014 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3605491.500000 Penalty: 4893.223633
	Iteration 10Q: 3 clusters Score -3605492 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3606082.750000 Penalty: 4893.223633
	Iteration 11F: 3 clusters Score -3606083 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -3606797.500000 Penalty: 4893.223633
	Iteration 12F: 3 clusters Score -3606798 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -3607708.250000 Penalty: 4893.223633
	Iteration 13F: 3 clusters Score -3607708 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3608691.750000 Penalty: 4893.223633
	Iteration 14F: 3 clusters Score -3608692 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -3609451.250000 Penalty: 4893.223633
	Iteration 15Q: 3 clusters Score -3609451 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3609832.500000 Penalty: 4893.223633
	Iteration 16Q: 3 clusters Score -3609832 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3610032.750000 Penalty: 4893.223633
	Iteration 17Q: 3 clusters Score -3610033 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3610124.750000 Penalty: 4893.223633
	Iteration 18Q: 3 clusters Score -3610125 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3610156.500000 Penalty: 4893.223633
	Iteration 19Q: 3 clusters Score -3610156 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3610183.000000 Penalty: 4893.223633
	Iteration 20F: 3 clusters Score -3610183 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -3610195.750000 Penalty: 4893.223633
	Iteration 21Q: 3 clusters Score -3610196 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -3610201.250000 Penalty: 4893.223633
	Iteration 22Q: 3 clusters Score -3610201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3610212.500000 Penalty: 4893.223633
	Iteration 23Q: 3 clusters Score -3610212 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3610222.250000 Penalty: 4893.223633
	Iteration 24Q: 3 clusters Score -3610222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3610236.250000 Penalty: 4893.223633
	Iteration 25Q: 3 clusters Score -3610236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3610243.500000 Penalty: 4893.223633
	Iteration 26Q: 3 clusters Score -3610244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3610236.000000 Penalty: 4893.223633
	Iteration 27Q: 3 clusters Score -3610236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -3610235.250000 Penalty: 4893.223633
	Iteration 28Q: 3 clusters Score -3610235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -3610231.000000 Penalty: 4893.223633
	Iteration 29Q: 3 clusters Score -3610231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3610234.500000 Penalty: 4893.223633
	Iteration 30Q: 3 clusters Score -3610234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -3610241.250000 Penalty: 4893.223633
	Iteration 31Q: 3 clusters Score -3610241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3610241.500000 Penalty: 4893.223633
	Iteration 32Q: 3 clusters Score -3610242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3610235.000000 Penalty: 4893.223633
	Iteration 33Q: 3 clusters Score -3610235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -3610234.250000 Penalty: 4893.223633
	Iteration 34Q: 3 clusters Score -3610234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3610232.000000 Penalty: 4893.223633
	Iteration 35Q: 3 clusters Score -3610232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -3610231.500000 Penalty: 4893.223633
	Iteration 36Q: 3 clusters Score -3610232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3610235.250000 Penalty: 4893.223633
	Iteration 37Q: 3 clusters Score -3610235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3610235.500000 Penalty: 4893.223633
	Iteration 38Q: 3 clusters Score -3610236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3610235.500000 Penalty: 4893.223633
	Iteration 39F: 3 clusters Score -3610236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106625.468750 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106625.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107062.804688 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107062.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -107259.023438 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107353.437500 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107353.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -107445.320312 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107445.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107531.664062 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107531.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -107653.390625 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107653.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -107731.968750 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -107779.734375 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107779.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -107793.492188 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -107801.000000 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107803.671875 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -107803.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -107803.671875 Penalty: 3269.470215
	Iteration 12F: 3 clusters Score -107803.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Entering Unmasked Estep 
Score: -9700746.000000 Penalty: 2690.934082
	Iteration 0F: 2 clusters Score -9700746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -9669535.000000 Penalty: 5381.868164
	Iteration 0F: 3 clusters Score -9669535 nChanged 23679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -9682571.000000 Penalty: 5381.868164
	Iteration 1F: 3 clusters Score -9682571 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -9683151.000000 Penalty: 5381.868164
	Iteration 2Q: 3 clusters Score -9683151 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -9683740.000000 Penalty: 5381.868164
	Iteration 3Q: 3 clusters Score -9683740 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -9684308.000000 Penalty: 5381.868164
	Iteration 4Q: 3 clusters Score -9684308 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -9684776.000000 Penalty: 5381.868164
	Iteration 5Q: 3 clusters Score -9684776 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -9685255.000000 Penalty: 5381.868164
	Iteration 6Q: 3 clusters Score -9685255 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -9685819.000000 Penalty: 5381.868164
	Iteration 7Q: 3 clusters Score -9685819 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -9686596.000000 Penalty: 5381.868164
	Iteration 8Q: 3 clusters Score -9686596 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -9687396.000000 Penalty: 5381.868164
	Iteration 9Q: 3 clusters Score -9687396 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -9688292.000000 Penalty: 5381.868164
	Iteration 10Q: 3 clusters Score -9688292 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -9689353.000000 Penalty: 5381.868164
	Iteration 11Q: 3 clusters Score -9689353 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -9690634.000000 Penalty: 5381.868164
	Iteration 12Q: 3 clusters Score -9690634 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -9691866.000000 Penalty: 5381.868164
	Iteration 13Q: 3 clusters Score -9691866 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -9692822.000000 Penalty: 5381.868164
	Iteration 14Q: 3 clusters Score -9692822 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -9693373.000000 Penalty: 5381.868164
	Iteration 15Q: 3 clusters Score -9693373 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -9693677.000000 Penalty: 5381.868164
	Iteration 16Q: 3 clusters Score -9693677 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -9693863.000000 Penalty: 5381.868164
	Iteration 17Q: 3 clusters Score -9693863 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -9693985.000000 Penalty: 5381.868164
	Iteration 18Q: 3 clusters Score -9693985 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -9694057.000000 Penalty: 5381.868164
	Iteration 19Q: 3 clusters Score -9694057 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -9694123.000000 Penalty: 5381.868164
	Iteration 20F: 3 clusters Score -9694123 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -9694181.000000 Penalty: 5381.868164
	Iteration 21Q: 3 clusters Score -9694181 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -9694264.000000 Penalty: 5381.868164
	Iteration 22Q: 3 clusters Score -9694264 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -9694330.000000 Penalty: 5381.868164
	Iteration 23Q: 3 clusters Score -9694330 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -9694376.000000 Penalty: 5381.868164
	Iteration 24Q: 3 clusters Score -9694376 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -9694460.000000 Penalty: 5381.868164
	Iteration 25Q: 3 clusters Score -9694460 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -9694505.000000 Penalty: 5381.868164
	Iteration 26Q: 3 clusters Score -9694505 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -9694569.000000 Penalty: 5381.868164
	Iteration 27Q: 3 clusters Score -9694569 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -9694666.000000 Penalty: 5381.868164
	Iteration 28Q: 3 clusters Score -9694666 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9694708.000000 Penalty: 5381.868164
	Iteration 29Q: 3 clusters Score -9694708 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -9694731.000000 Penalty: 5381.868164
	Iteration 30Q: 3 clusters Score -9694731 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -9694768.000000 Penalty: 5381.868164
	Iteration 31Q: 3 clusters Score -9694768 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -9694884.000000 Penalty: 5381.868164
	Iteration 32Q: 3 clusters Score -9694884 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -9694991.000000 Penalty: 5381.868164
	Iteration 33Q: 3 clusters Score -9694991 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 39090 members 
Entering Unmasked Estep 
Score: -9695135.000000 Penalty: 5381.868164
	Iteration 34Q: 3 clusters Score -9695135 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -9695294.000000 Penalty: 5381.868164
	Iteration 35Q: 3 clusters Score -9695294 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
Score: -9695452.000000 Penalty: 5381.868164
	Iteration 36Q: 3 clusters Score -9695452 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -9695584.000000 Penalty: 5381.868164
	Iteration 37Q: 3 clusters Score -9695584 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -9695769.000000 Penalty: 5381.868164
	Iteration 38Q: 3 clusters Score -9695769 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -9695950.000000 Penalty: 5381.868164
	Iteration 39Q: 3 clusters Score -9695950 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -9695920.000000 Penalty: 5381.868164
	Iteration 40F: 3 clusters Score -9695920 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -9695908.000000 Penalty: 5381.868164
	Iteration 41Q: 3 clusters Score -9695908 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -9695997.000000 Penalty: 5381.868164
	Iteration 42Q: 3 clusters Score -9695997 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -9696116.000000 Penalty: 5381.868164
	Iteration 43Q: 3 clusters Score -9696116 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -9696211.000000 Penalty: 5381.868164
	Iteration 44Q: 3 clusters Score -9696211 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -9696439.000000 Penalty: 5381.868164
	Iteration 45Q: 3 clusters Score -9696439 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -9696756.000000 Penalty: 5381.868164
	Iteration 46Q: 3 clusters Score -9696756 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -9696972.000000 Penalty: 5381.868164
	Iteration 47Q: 3 clusters Score -9696972 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -9697249.000000 Penalty: 5381.868164
	Iteration 48Q: 3 clusters Score -9697249 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -9697463.000000 Penalty: 5381.868164
	Iteration 49Q: 3 clusters Score -9697463 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -9697660.000000 Penalty: 5381.868164
	Iteration 50Q: 3 clusters Score -9697660 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -9697899.000000 Penalty: 5381.868164
	Iteration 51Q: 3 clusters Score -9697899 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -9698107.000000 Penalty: 5381.868164
	Iteration 52Q: 3 clusters Score -9698107 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -9698247.000000 Penalty: 5381.868164
	Iteration 53Q: 3 clusters Score -9698247 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -9698407.000000 Penalty: 5381.868164
	Iteration 54Q: 3 clusters Score -9698407 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -9698519.000000 Penalty: 5381.868164
	Iteration 55Q: 3 clusters Score -9698519 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -9698626.000000 Penalty: 5381.868164
	Iteration 56Q: 3 clusters Score -9698626 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -9698703.000000 Penalty: 5381.868164
	Iteration 57Q: 3 clusters Score -9698703 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -9698765.000000 Penalty: 5381.868164
	Iteration 58Q: 3 clusters Score -9698765 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -9698770.000000 Penalty: 5381.868164
	Iteration 59Q: 3 clusters Score -9698770 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -9698894.000000 Penalty: 5381.868164
	Iteration 60F: 3 clusters Score -9698894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -9699020.000000 Penalty: 5381.868164
	Iteration 61Q: 3 clusters Score -9699020 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -9699058.000000 Penalty: 5381.868164
	Iteration 62Q: 3 clusters Score -9699058 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -9699134.000000 Penalty: 5381.868164
	Iteration 63Q: 3 clusters Score -9699134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -9699137.000000 Penalty: 5381.868164
	Iteration 64Q: 3 clusters Score -9699137 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -9699246.000000 Penalty: 5381.868164
	Iteration 65Q: 3 clusters Score -9699246 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9699301.000000 Penalty: 5381.868164
	Iteration 66Q: 3 clusters Score -9699301 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -9699383.000000 Penalty: 5381.868164
	Iteration 67Q: 3 clusters Score -9699383 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9699425.000000 Penalty: 5381.868164
	Iteration 68Q: 3 clusters Score -9699425 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -9699474.000000 Penalty: 5381.868164
	Iteration 69Q: 3 clusters Score -9699474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -9699540.000000 Penalty: 5381.868164
	Iteration 70Q: 3 clusters Score -9699540 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9699624.000000 Penalty: 5381.868164
	Iteration 71Q: 3 clusters Score -9699624 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9699658.000000 Penalty: 5381.868164
	Iteration 72Q: 3 clusters Score -9699658 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -9699687.000000 Penalty: 5381.868164
	Iteration 73Q: 3 clusters Score -9699687 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -9699682.000000 Penalty: 5381.868164
	Iteration 74Q: 3 clusters Score -9699682 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -9699748.000000 Penalty: 5381.868164
	Iteration 75Q: 3 clusters Score -9699748 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -9699804.000000 Penalty: 5381.868164
	Iteration 76Q: 3 clusters Score -9699804 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -9699803.000000 Penalty: 5381.868164
	Iteration 77Q: 3 clusters Score -9699803 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -9699832.000000 Penalty: 5381.868164
	Iteration 78Q: 3 clusters Score -9699832 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -9699884.000000 Penalty: 5381.868164
	Iteration 79Q: 3 clusters Score -9699884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -9699946.000000 Penalty: 5381.868164
	Iteration 80F: 3 clusters Score -9699946 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -9699990.000000 Penalty: 5381.868164
	Iteration 81Q: 3 clusters Score -9699990 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -9700043.000000 Penalty: 5381.868164
	Iteration 82Q: 3 clusters Score -9700043 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -9700076.000000 Penalty: 5381.868164
	Iteration 83Q: 3 clusters Score -9700076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -9700123.000000 Penalty: 5381.868164
	Iteration 84Q: 3 clusters Score -9700123 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -9700221.000000 Penalty: 5381.868164
	Iteration 85Q: 3 clusters Score -9700221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9700257.000000 Penalty: 5381.868164
	Iteration 86Q: 3 clusters Score -9700257 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -9700245.000000 Penalty: 5381.868164
	Iteration 87Q: 3 clusters Score -9700245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -9700230.000000 Penalty: 5381.868164
	Iteration 88Q: 3 clusters Score -9700230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -9700256.000000 Penalty: 5381.868164
	Iteration 89Q: 3 clusters Score -9700256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -9700250.000000 Penalty: 5381.868164
	Iteration 90Q: 3 clusters Score -9700250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -9700255.000000 Penalty: 5381.868164
	Iteration 91Q: 3 clusters Score -9700255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -9700257.000000 Penalty: 5381.868164
	Iteration 92Q: 3 clusters Score -9700257 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -9700249.000000 Penalty: 5381.868164
	Iteration 93Q: 3 clusters Score -9700249 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -9700237.000000 Penalty: 5381.868164
	Iteration 94Q: 3 clusters Score -9700237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -9700266.000000 Penalty: 5381.868164
	Iteration 95Q: 3 clusters Score -9700266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -9700250.000000 Penalty: 5381.868164
	Iteration 96Q: 3 clusters Score -9700250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9700268.000000 Penalty: 5381.868164
	Iteration 97Q: 3 clusters Score -9700268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -9700267.000000 Penalty: 5381.868164
	Iteration 98Q: 3 clusters Score -9700267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -9700269.000000 Penalty: 5381.868164
	Iteration 99Q: 3 clusters Score -9700269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -9700254.000000 Penalty: 5381.868164
	Iteration 100F: 3 clusters Score -9700254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -9700255.000000 Penalty: 5381.868164
	Iteration 101Q: 3 clusters Score -9700255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -9700250.000000 Penalty: 5381.868164
	Iteration 102Q: 3 clusters Score -9700250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -9700250.000000 Penalty: 5381.868164
	Iteration 103F: 3 clusters Score -9700250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -1249982.250000 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -1249982 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 3389 members 
Entering Unmasked Estep 
Score: -1244332.625000 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -1244333 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1245796.125000 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -1245796 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1246002.500000 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -1246002 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1246124.250000 Penalty: 4372.938477
	Iteration 3Q: 3 clusters Score -1246124 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1246213.375000 Penalty: 4372.938477
	Iteration 4Q: 3 clusters Score -1246213 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1246275.625000 Penalty: 4372.938477
	Iteration 5Q: 3 clusters Score -1246276 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1246317.000000 Penalty: 4372.938477
	Iteration 6Q: 3 clusters Score -1246317 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1246357.750000 Penalty: 4372.938477
	Iteration 7Q: 3 clusters Score -1246358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1246398.000000 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -1246398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1246425.875000 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -1246426 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1246444.625000 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -1246445 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1246462.625000 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -1246463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1246479.500000 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -1246480 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1246497.000000 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -1246497 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1246511.375000 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -1246511 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1246522.250000 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -1246522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1246529.375000 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -1246529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1246537.875000 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -1246538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1246544.125000 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -1246544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1246546.500000 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -1246546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1246550.375000 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -1246550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1246552.125000 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -1246552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1246553.375000 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -1246553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1246559.750000 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -1246560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1246564.125000 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -1246564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1246565.500000 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -1246566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1246566.500000 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -1246566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1246568.125000 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -1246568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1246569.750000 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -1246570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1246570.250000 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -1246570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1246568.250000 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -1246568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1246571.000000 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -1246571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1246573.125000 Penalty: 4372.938477
	Iteration 32Q: 3 clusters Score -1246573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1246575.250000 Penalty: 4372.938477
	Iteration 33Q: 3 clusters Score -1246575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1246575.500000 Penalty: 4372.938477
	Iteration 34Q: 3 clusters Score -1246576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1246573.625000 Penalty: 4372.938477
	Iteration 35Q: 3 clusters Score -1246574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1246576.000000 Penalty: 4372.938477
	Iteration 36Q: 3 clusters Score -1246576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1246576.750000 Penalty: 4372.938477
	Iteration 37Q: 3 clusters Score -1246577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1246578.500000 Penalty: 4372.938477
	Iteration 38Q: 3 clusters Score -1246578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1246578.625000 Penalty: 4372.938477
	Iteration 39Q: 3 clusters Score -1246579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1246580.250000 Penalty: 4372.938477
	Iteration 40F: 3 clusters Score -1246580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1246579.625000 Penalty: 4372.938477
	Iteration 41Q: 3 clusters Score -1246580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1246582.500000 Penalty: 4372.938477
	Iteration 42Q: 3 clusters Score -1246582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1246584.750000 Penalty: 4372.938477
	Iteration 43Q: 3 clusters Score -1246585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1246586.000000 Penalty: 4372.938477
	Iteration 44Q: 3 clusters Score -1246586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1246587.375000 Penalty: 4372.938477
	Iteration 45Q: 3 clusters Score -1246587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1246591.250000 Penalty: 4372.938477
	Iteration 46Q: 3 clusters Score -1246591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1246592.875000 Penalty: 4372.938477
	Iteration 47Q: 3 clusters Score -1246593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1246592.375000 Penalty: 4372.938477
	Iteration 48Q: 3 clusters Score -1246592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1246593.125000 Penalty: 4372.938477
	Iteration 49Q: 3 clusters Score -1246593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1246593.125000 Penalty: 4372.938477
	Iteration 50F: 3 clusters Score -1246593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -104335.562500 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104335.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105070.289062 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -105070.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105602.945312 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -105602.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105875.968750 Penalty: 3336.211914
	Iteration 3F: 3 clusters Score -105876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106017.281250 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -106017.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -106145.289062 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -106145.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106218.539062 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -106218.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -106278.835938 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -106278.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -106313.312500 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -106313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -106333.601562 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -106333.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106335.804688 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -106335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -106335.804688 Penalty: 3336.211914
	Iteration 11F: 3 clusters Score -106335.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 29442 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51562 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 402 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18091 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 50271 members 
Mstep: Class 27 contains 57554 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51463 members 
Mstep: Class 30 contains 56660 members 
Mstep: Class 31 contains 432 members 
Entering Unmasked Estep 
Score: -137162592.000000 Penalty: 103966.859375
Splitting cluster 15 changes total score from -137163856.000000 to -137162592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (24179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Entering Unmasked Estep 
Score: -4531530.000000 Penalty: 2503.123535
	Iteration 0F: 2 clusters Score -4531530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -4514793.500000 Penalty: 5006.247070
	Iteration 0F: 3 clusters Score -4514794 nChanged 10755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4520400.500000 Penalty: 5006.247070
	Iteration 1F: 3 clusters Score -4520400 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -4520806.000000 Penalty: 5006.247070
	Iteration 2Q: 3 clusters Score -4520806 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4521231.000000 Penalty: 5006.247070
	Iteration 3Q: 3 clusters Score -4521231 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -4521695.500000 Penalty: 5006.247070
	Iteration 4Q: 3 clusters Score -4521696 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -4522283.000000 Penalty: 5006.247070
	Iteration 5Q: 3 clusters Score -4522283 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -4523022.500000 Penalty: 5006.247070
	Iteration 6F: 3 clusters Score -4523022 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -4523996.000000 Penalty: 5006.247070
	Iteration 7F: 3 clusters Score -4523996 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -4525225.500000 Penalty: 5006.247070
	Iteration 8F: 3 clusters Score -4525226 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4526555.500000 Penalty: 5006.247070
	Iteration 9F: 3 clusters Score -4526556 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4527597.500000 Penalty: 5006.247070
	Iteration 10Q: 3 clusters Score -4527598 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4528359.000000 Penalty: 5006.247070
	Iteration 11Q: 3 clusters Score -4528359 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4528816.000000 Penalty: 5006.247070
	Iteration 12Q: 3 clusters Score -4528816 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4529031.000000 Penalty: 5006.247070
	Iteration 13Q: 3 clusters Score -4529031 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4529154.500000 Penalty: 5006.247070
	Iteration 14Q: 3 clusters Score -4529154 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4529214.000000 Penalty: 5006.247070
	Iteration 15Q: 3 clusters Score -4529214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4529255.500000 Penalty: 5006.247070
	Iteration 16Q: 3 clusters Score -4529256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4529281.500000 Penalty: 5006.247070
	Iteration 17Q: 3 clusters Score -4529282 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4529303.500000 Penalty: 5006.247070
	Iteration 18Q: 3 clusters Score -4529304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4529315.000000 Penalty: 5006.247070
	Iteration 19Q: 3 clusters Score -4529315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4529329.000000 Penalty: 5006.247070
	Iteration 20F: 3 clusters Score -4529329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4529341.000000 Penalty: 5006.247070
	Iteration 21Q: 3 clusters Score -4529341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4529348.500000 Penalty: 5006.247070
	Iteration 22Q: 3 clusters Score -4529348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4529359.000000 Penalty: 5006.247070
	Iteration 23Q: 3 clusters Score -4529359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4529368.500000 Penalty: 5006.247070
	Iteration 24Q: 3 clusters Score -4529368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4529372.000000 Penalty: 5006.247070
	Iteration 25Q: 3 clusters Score -4529372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4529382.000000 Penalty: 5006.247070
	Iteration 26Q: 3 clusters Score -4529382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4529382.500000 Penalty: 5006.247070
	Iteration 27Q: 3 clusters Score -4529382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4529387.500000 Penalty: 5006.247070
	Iteration 28Q: 3 clusters Score -4529388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4529391.000000 Penalty: 5006.247070
	Iteration 29Q: 3 clusters Score -4529391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4529394.000000 Penalty: 5006.247070
	Iteration 30Q: 3 clusters Score -4529394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4529389.500000 Penalty: 5006.247070
	Iteration 31Q: 3 clusters Score -4529390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4529389.000000 Penalty: 5006.247070
	Iteration 32Q: 3 clusters Score -4529389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4529395.500000 Penalty: 5006.247070
	Iteration 33Q: 3 clusters Score -4529396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4529398.500000 Penalty: 5006.247070
	Iteration 34Q: 3 clusters Score -4529398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4529405.500000 Penalty: 5006.247070
	Iteration 35Q: 3 clusters Score -4529406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4529406.000000 Penalty: 5006.247070
	Iteration 36Q: 3 clusters Score -4529406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4529404.000000 Penalty: 5006.247070
	Iteration 37Q: 3 clusters Score -4529404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4529404.000000 Penalty: 5006.247070
	Iteration 38F: 3 clusters Score -4529404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Entering Unmasked Estep 
Score: -4449994.500000 Penalty: 2506.252441
	Iteration 0F: 2 clusters Score -4449994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -4433142.500000 Penalty: 5012.504883
	Iteration 0F: 3 clusters Score -4433142 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4438993.000000 Penalty: 5012.504883
	Iteration 1F: 3 clusters Score -4438993 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -4439341.500000 Penalty: 5012.504883
	Iteration 2Q: 3 clusters Score -4439342 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4439623.000000 Penalty: 5012.504883
	Iteration 3Q: 3 clusters Score -4439623 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -4439883.500000 Penalty: 5012.504883
	Iteration 4Q: 3 clusters Score -4439884 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4440127.000000 Penalty: 5012.504883
	Iteration 5Q: 3 clusters Score -4440127 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -4440421.500000 Penalty: 5012.504883
	Iteration 6Q: 3 clusters Score -4440422 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4440788.000000 Penalty: 5012.504883
	Iteration 7Q: 3 clusters Score -4440788 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -4441254.500000 Penalty: 5012.504883
	Iteration 8Q: 3 clusters Score -4441254 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -4441955.000000 Penalty: 5012.504883
	Iteration 9F: 3 clusters Score -4441955 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -4442893.000000 Penalty: 5012.504883
	Iteration 10F: 3 clusters Score -4442893 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -4444048.500000 Penalty: 5012.504883
	Iteration 11F: 3 clusters Score -4444048 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4445317.500000 Penalty: 5012.504883
	Iteration 12F: 3 clusters Score -4445318 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -4446386.000000 Penalty: 5012.504883
	Iteration 13Q: 3 clusters Score -4446386 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4446989.500000 Penalty: 5012.504883
	Iteration 14Q: 3 clusters Score -4446990 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4447331.500000 Penalty: 5012.504883
	Iteration 15Q: 3 clusters Score -4447332 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4447543.000000 Penalty: 5012.504883
	Iteration 16Q: 3 clusters Score -4447543 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4447638.500000 Penalty: 5012.504883
	Iteration 17Q: 3 clusters Score -4447638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4447705.500000 Penalty: 5012.504883
	Iteration 18Q: 3 clusters Score -4447706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4447740.000000 Penalty: 5012.504883
	Iteration 19Q: 3 clusters Score -4447740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4447772.500000 Penalty: 5012.504883
	Iteration 20F: 3 clusters Score -4447772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4447799.500000 Penalty: 5012.504883
	Iteration 21Q: 3 clusters Score -4447800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4447807.500000 Penalty: 5012.504883
	Iteration 22Q: 3 clusters Score -4447808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4447814.500000 Penalty: 5012.504883
	Iteration 23Q: 3 clusters Score -4447814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4447815.000000 Penalty: 5012.504883
	Iteration 24Q: 3 clusters Score -4447815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4447817.500000 Penalty: 5012.504883
	Iteration 25Q: 3 clusters Score -4447818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4447817.500000 Penalty: 5012.504883
	Iteration 26Q: 3 clusters Score -4447818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4447817.500000 Penalty: 5012.504883
	Iteration 27F: 3 clusters Score -4447818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Entering Unmasked Estep 
Score: -5374447.000000 Penalty: 2545.218750
	Iteration 0F: 2 clusters Score -5374447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -5354760.500000 Penalty: 5090.437500
	Iteration 0F: 3 clusters Score -5354760 nChanged 12853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5361767.500000 Penalty: 5090.437500
	Iteration 1F: 3 clusters Score -5361768 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5362157.000000 Penalty: 5090.437500
	Iteration 2Q: 3 clusters Score -5362157 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5362456.500000 Penalty: 5090.437500
	Iteration 3Q: 3 clusters Score -5362456 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -5362736.000000 Penalty: 5090.437500
	Iteration 4Q: 3 clusters Score -5362736 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -5362969.000000 Penalty: 5090.437500
	Iteration 5Q: 3 clusters Score -5362969 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5363227.000000 Penalty: 5090.437500
	Iteration 6Q: 3 clusters Score -5363227 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -5363455.500000 Penalty: 5090.437500
	Iteration 7Q: 3 clusters Score -5363456 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -5363811.500000 Penalty: 5090.437500
	Iteration 8Q: 3 clusters Score -5363812 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -5364301.000000 Penalty: 5090.437500
	Iteration 9Q: 3 clusters Score -5364301 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -5365017.000000 Penalty: 5090.437500
	Iteration 10Q: 3 clusters Score -5365017 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5366016.000000 Penalty: 5090.437500
	Iteration 11F: 3 clusters Score -5366016 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5367120.000000 Penalty: 5090.437500
	Iteration 12F: 3 clusters Score -5367120 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -5368386.000000 Penalty: 5090.437500
	Iteration 13F: 3 clusters Score -5368386 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -5369602.000000 Penalty: 5090.437500
	Iteration 14F: 3 clusters Score -5369602 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5370515.000000 Penalty: 5090.437500
	Iteration 15Q: 3 clusters Score -5370515 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -5371120.500000 Penalty: 5090.437500
	Iteration 16Q: 3 clusters Score -5371120 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -5371501.000000 Penalty: 5090.437500
	Iteration 17Q: 3 clusters Score -5371501 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -5371726.000000 Penalty: 5090.437500
	Iteration 18Q: 3 clusters Score -5371726 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -5371877.500000 Penalty: 5090.437500
	Iteration 19Q: 3 clusters Score -5371878 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5371989.000000 Penalty: 5090.437500
	Iteration 20F: 3 clusters Score -5371989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -5372078.500000 Penalty: 5090.437500
	Iteration 21Q: 3 clusters Score -5372078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5372130.000000 Penalty: 5090.437500
	Iteration 22Q: 3 clusters Score -5372130 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -5372168.500000 Penalty: 5090.437500
	Iteration 23Q: 3 clusters Score -5372168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5372203.000000 Penalty: 5090.437500
	Iteration 24Q: 3 clusters Score -5372203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -5372236.000000 Penalty: 5090.437500
	Iteration 25Q: 3 clusters Score -5372236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -5372258.000000 Penalty: 5090.437500
	Iteration 26Q: 3 clusters Score -5372258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -5372267.000000 Penalty: 5090.437500
	Iteration 27Q: 3 clusters Score -5372267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -5372277.000000 Penalty: 5090.437500
	Iteration 28Q: 3 clusters Score -5372277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -5372288.000000 Penalty: 5090.437500
	Iteration 29Q: 3 clusters Score -5372288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5372293.500000 Penalty: 5090.437500
	Iteration 30Q: 3 clusters Score -5372294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -5372290.000000 Penalty: 5090.437500
	Iteration 31Q: 3 clusters Score -5372290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5372295.500000 Penalty: 5090.437500
	Iteration 32Q: 3 clusters Score -5372296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -5372296.500000 Penalty: 5090.437500
	Iteration 33Q: 3 clusters Score -5372296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5372297.000000 Penalty: 5090.437500
	Iteration 34Q: 3 clusters Score -5372297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28182 members 
Entering Unmasked Estep 
Score: -5372297.000000 Penalty: 5090.437500
	Iteration 35F: 3 clusters Score -5372297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Entering Unmasked Estep 
Score: -8488902.000000 Penalty: 2661.632324
	Iteration 0F: 2 clusters Score -8488902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -8458709.000000 Penalty: 5323.264648
	Iteration 0F: 3 clusters Score -8458709 nChanged 21020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -8470395.000000 Penalty: 5323.264648
	Iteration 1F: 3 clusters Score -8470395 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -8470816.000000 Penalty: 5323.264648
	Iteration 2Q: 3 clusters Score -8470816 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -8471193.000000 Penalty: 5323.264648
	Iteration 3Q: 3 clusters Score -8471193 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8471621.000000 Penalty: 5323.264648
	Iteration 4Q: 3 clusters Score -8471621 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8471980.000000 Penalty: 5323.264648
	Iteration 5Q: 3 clusters Score -8471980 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8472443.000000 Penalty: 5323.264648
	Iteration 6Q: 3 clusters Score -8472443 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8473008.000000 Penalty: 5323.264648
	Iteration 7Q: 3 clusters Score -8473008 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8473819.000000 Penalty: 5323.264648
	Iteration 8Q: 3 clusters Score -8473819 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -8474897.000000 Penalty: 5323.264648
	Iteration 9Q: 3 clusters Score -8474897 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -8476648.000000 Penalty: 5323.264648
	Iteration 10F: 3 clusters Score -8476648 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -8478954.000000 Penalty: 5323.264648
	Iteration 11F: 3 clusters Score -8478954 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -8481077.000000 Penalty: 5323.264648
	Iteration 12F: 3 clusters Score -8481077 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -8482256.000000 Penalty: 5323.264648
	Iteration 13Q: 3 clusters Score -8482256 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8482918.000000 Penalty: 5323.264648
	Iteration 14Q: 3 clusters Score -8482918 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -8483450.000000 Penalty: 5323.264648
	Iteration 15Q: 3 clusters Score -8483450 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8483958.000000 Penalty: 5323.264648
	Iteration 16Q: 3 clusters Score -8483958 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -8484389.000000 Penalty: 5323.264648
	Iteration 17Q: 3 clusters Score -8484389 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -8484786.000000 Penalty: 5323.264648
	Iteration 18Q: 3 clusters Score -8484786 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -8485148.000000 Penalty: 5323.264648
	Iteration 19Q: 3 clusters Score -8485148 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30259 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -8485415.000000 Penalty: 5323.264648
	Iteration 20F: 3 clusters Score -8485415 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -8485571.000000 Penalty: 5323.264648
	Iteration 21Q: 3 clusters Score -8485571 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -8485661.000000 Penalty: 5323.264648
	Iteration 22Q: 3 clusters Score -8485661 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -8485764.000000 Penalty: 5323.264648
	Iteration 23Q: 3 clusters Score -8485764 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -8485851.000000 Penalty: 5323.264648
	Iteration 24Q: 3 clusters Score -8485851 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -8485911.000000 Penalty: 5323.264648
	Iteration 25Q: 3 clusters Score -8485911 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -8485957.000000 Penalty: 5323.264648
	Iteration 26Q: 3 clusters Score -8485957 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -8486018.000000 Penalty: 5323.264648
	Iteration 27Q: 3 clusters Score -8486018 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33106 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -8486079.000000 Penalty: 5323.264648
	Iteration 28Q: 3 clusters Score -8486079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -8486113.000000 Penalty: 5323.264648
	Iteration 29Q: 3 clusters Score -8486113 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8486172.000000 Penalty: 5323.264648
	Iteration 30Q: 3 clusters Score -8486172 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -8486214.000000 Penalty: 5323.264648
	Iteration 31Q: 3 clusters Score -8486214 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -8486288.000000 Penalty: 5323.264648
	Iteration 32Q: 3 clusters Score -8486288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -8486361.000000 Penalty: 5323.264648
	Iteration 33Q: 3 clusters Score -8486361 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8486382.000000 Penalty: 5323.264648
	Iteration 34Q: 3 clusters Score -8486382 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8486394.000000 Penalty: 5323.264648
	Iteration 35Q: 3 clusters Score -8486394 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -8486412.000000 Penalty: 5323.264648
	Iteration 36Q: 3 clusters Score -8486412 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -8486458.000000 Penalty: 5323.264648
	Iteration 37Q: 3 clusters Score -8486458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -8486464.000000 Penalty: 5323.264648
	Iteration 38Q: 3 clusters Score -8486464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8486490.000000 Penalty: 5323.264648
	Iteration 39Q: 3 clusters Score -8486490 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -8486522.000000 Penalty: 5323.264648
	Iteration 40F: 3 clusters Score -8486522 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -8486565.000000 Penalty: 5323.264648
	Iteration 41Q: 3 clusters Score -8486565 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -8486573.000000 Penalty: 5323.264648
	Iteration 42Q: 3 clusters Score -8486573 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -8486590.000000 Penalty: 5323.264648
	Iteration 43Q: 3 clusters Score -8486590 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -8486635.000000 Penalty: 5323.264648
	Iteration 44Q: 3 clusters Score -8486635 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8486679.000000 Penalty: 5323.264648
	Iteration 45Q: 3 clusters Score -8486679 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -8486675.000000 Penalty: 5323.264648
	Iteration 46Q: 3 clusters Score -8486675 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8486727.000000 Penalty: 5323.264648
	Iteration 47Q: 3 clusters Score -8486727 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8486735.000000 Penalty: 5323.264648
	Iteration 48Q: 3 clusters Score -8486735 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -8486730.000000 Penalty: 5323.264648
	Iteration 49Q: 3 clusters Score -8486730 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -8486753.000000 Penalty: 5323.264648
	Iteration 50Q: 3 clusters Score -8486753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -8486763.000000 Penalty: 5323.264648
	Iteration 51Q: 3 clusters Score -8486763 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8486771.000000 Penalty: 5323.264648
	Iteration 52Q: 3 clusters Score -8486771 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -8486780.000000 Penalty: 5323.264648
	Iteration 53Q: 3 clusters Score -8486780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8486805.000000 Penalty: 5323.264648
	Iteration 54Q: 3 clusters Score -8486805 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8486810.000000 Penalty: 5323.264648
	Iteration 55Q: 3 clusters Score -8486810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -8486804.000000 Penalty: 5323.264648
	Iteration 56Q: 3 clusters Score -8486804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -8486807.000000 Penalty: 5323.264648
	Iteration 57Q: 3 clusters Score -8486807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -8486817.000000 Penalty: 5323.264648
	Iteration 58Q: 3 clusters Score -8486817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -8486821.000000 Penalty: 5323.264648
	Iteration 59Q: 3 clusters Score -8486821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -8486828.000000 Penalty: 5323.264648
	Iteration 60F: 3 clusters Score -8486828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -8486814.000000 Penalty: 5323.264648
	Iteration 61Q: 3 clusters Score -8486814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8486823.000000 Penalty: 5323.264648
	Iteration 62Q: 3 clusters Score -8486823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -8486819.000000 Penalty: 5323.264648
	Iteration 63Q: 3 clusters Score -8486819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -8486833.000000 Penalty: 5323.264648
	Iteration 64Q: 3 clusters Score -8486833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -8486822.000000 Penalty: 5323.264648
	Iteration 65Q: 3 clusters Score -8486822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -8486834.000000 Penalty: 5323.264648
	Iteration 66Q: 3 clusters Score -8486834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -8486848.000000 Penalty: 5323.264648
	Iteration 67Q: 3 clusters Score -8486848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8486858.000000 Penalty: 5323.264648
	Iteration 68Q: 3 clusters Score -8486858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -8486843.000000 Penalty: 5323.264648
	Iteration 69Q: 3 clusters Score -8486843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -8486857.000000 Penalty: 5323.264648
	Iteration 70Q: 3 clusters Score -8486857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -8486850.000000 Penalty: 5323.264648
	Iteration 71Q: 3 clusters Score -8486850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -8486856.000000 Penalty: 5323.264648
	Iteration 72Q: 3 clusters Score -8486856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -8486857.000000 Penalty: 5323.264648
	Iteration 73Q: 3 clusters Score -8486857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -8486856.000000 Penalty: 5323.264648
	Iteration 74Q: 3 clusters Score -8486856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8486866.000000 Penalty: 5323.264648
	Iteration 75Q: 3 clusters Score -8486866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -8486869.000000 Penalty: 5323.264648
	Iteration 76Q: 3 clusters Score -8486869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8486882.000000 Penalty: 5323.264648
	Iteration 77Q: 3 clusters Score -8486882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8486879.000000 Penalty: 5323.264648
	Iteration 78Q: 3 clusters Score -8486879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -8486890.000000 Penalty: 5323.264648
	Iteration 79Q: 3 clusters Score -8486890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -8486883.000000 Penalty: 5323.264648
	Iteration 80F: 3 clusters Score -8486883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -8486895.000000 Penalty: 5323.264648
	Iteration 81Q: 3 clusters Score -8486895 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8486891.000000 Penalty: 5323.264648
	Iteration 82Q: 3 clusters Score -8486891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8486882.000000 Penalty: 5323.264648
	Iteration 83Q: 3 clusters Score -8486882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -8486869.000000 Penalty: 5323.264648
	Iteration 84Q: 3 clusters Score -8486869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -8486883.000000 Penalty: 5323.264648
	Iteration 85Q: 3 clusters Score -8486883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -8486883.000000 Penalty: 5323.264648
	Iteration 86Q: 3 clusters Score -8486883 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -8486888.000000 Penalty: 5323.264648
	Iteration 87Q: 3 clusters Score -8486888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -8486877.000000 Penalty: 5323.264648
	Iteration 88Q: 3 clusters Score -8486877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -8486891.000000 Penalty: 5323.264648
	Iteration 89Q: 3 clusters Score -8486891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8486891.000000 Penalty: 5323.264648
	Iteration 90Q: 3 clusters Score -8486891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8486887.000000 Penalty: 5323.264648
	Iteration 91Q: 3 clusters Score -8486887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8486894.000000 Penalty: 5323.264648
	Iteration 92Q: 3 clusters Score -8486894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8486892.000000 Penalty: 5323.264648
	Iteration 93Q: 3 clusters Score -8486892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8486898.000000 Penalty: 5323.264648
	Iteration 94Q: 3 clusters Score -8486898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -8486905.000000 Penalty: 5323.264648
	Iteration 95Q: 3 clusters Score -8486905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 96Q: 3 clusters Score -8486909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -8486902.000000 Penalty: 5323.264648
	Iteration 97Q: 3 clusters Score -8486902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -8486899.000000 Penalty: 5323.264648
	Iteration 98Q: 3 clusters Score -8486899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -8486902.000000 Penalty: 5323.264648
	Iteration 99Q: 3 clusters Score -8486902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 100F: 3 clusters Score -8486909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 101Q: 3 clusters Score -8486910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8486905.000000 Penalty: 5323.264648
	Iteration 102Q: 3 clusters Score -8486905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8486895.000000 Penalty: 5323.264648
	Iteration 103Q: 3 clusters Score -8486895 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8486887.000000 Penalty: 5323.264648
	Iteration 104Q: 3 clusters Score -8486887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -8486899.000000 Penalty: 5323.264648
	Iteration 105Q: 3 clusters Score -8486899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -8486897.000000 Penalty: 5323.264648
	Iteration 106Q: 3 clusters Score -8486897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -8486899.000000 Penalty: 5323.264648
	Iteration 107Q: 3 clusters Score -8486899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -8486900.000000 Penalty: 5323.264648
	Iteration 108Q: 3 clusters Score -8486900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -8486896.000000 Penalty: 5323.264648
	Iteration 109Q: 3 clusters Score -8486896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -8486897.000000 Penalty: 5323.264648
	Iteration 110Q: 3 clusters Score -8486897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -8486914.000000 Penalty: 5323.264648
	Iteration 111Q: 3 clusters Score -8486914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8486917.000000 Penalty: 5323.264648
	Iteration 112Q: 3 clusters Score -8486917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 113Q: 3 clusters Score -8486909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8486899.000000 Penalty: 5323.264648
	Iteration 114Q: 3 clusters Score -8486899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8486898.000000 Penalty: 5323.264648
	Iteration 115Q: 3 clusters Score -8486898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8486898.000000 Penalty: 5323.264648
	Iteration 116Q: 3 clusters Score -8486898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 117Q: 3 clusters Score -8486909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8486901.000000 Penalty: 5323.264648
	Iteration 118Q: 3 clusters Score -8486901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -8486903.000000 Penalty: 5323.264648
	Iteration 119Q: 3 clusters Score -8486903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 120F: 3 clusters Score -8486909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8486904.000000 Penalty: 5323.264648
	Iteration 121Q: 3 clusters Score -8486904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -8486914.000000 Penalty: 5323.264648
	Iteration 122Q: 3 clusters Score -8486914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 123Q: 3 clusters Score -8486910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 124Q: 3 clusters Score -8486910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8486914.000000 Penalty: 5323.264648
	Iteration 125Q: 3 clusters Score -8486914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -8486912.000000 Penalty: 5323.264648
	Iteration 126Q: 3 clusters Score -8486912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8486907.000000 Penalty: 5323.264648
	Iteration 127Q: 3 clusters Score -8486907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -8486900.000000 Penalty: 5323.264648
	Iteration 128Q: 3 clusters Score -8486900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 129Q: 3 clusters Score -8486910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8486907.000000 Penalty: 5323.264648
	Iteration 130Q: 3 clusters Score -8486907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -8486915.000000 Penalty: 5323.264648
	Iteration 131Q: 3 clusters Score -8486915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -8486921.000000 Penalty: 5323.264648
	Iteration 132Q: 3 clusters Score -8486921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 133Q: 3 clusters Score -8486910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -8486917.000000 Penalty: 5323.264648
	Iteration 134Q: 3 clusters Score -8486917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -8486924.000000 Penalty: 5323.264648
	Iteration 135Q: 3 clusters Score -8486924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40230 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8486911.000000 Penalty: 5323.264648
	Iteration 136Q: 3 clusters Score -8486911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 137Q: 3 clusters Score -8486909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -8486925.000000 Penalty: 5323.264648
	Iteration 138Q: 3 clusters Score -8486925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -8486926.000000 Penalty: 5323.264648
	Iteration 139Q: 3 clusters Score -8486926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8486923.000000 Penalty: 5323.264648
	Iteration 140F: 3 clusters Score -8486923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8486915.000000 Penalty: 5323.264648
	Iteration 141Q: 3 clusters Score -8486915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -8486912.000000 Penalty: 5323.264648
	Iteration 142Q: 3 clusters Score -8486912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8486919.000000 Penalty: 5323.264648
	Iteration 143Q: 3 clusters Score -8486919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -8486921.000000 Penalty: 5323.264648
	Iteration 144Q: 3 clusters Score -8486921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -8486921.000000 Penalty: 5323.264648
	Iteration 145Q: 3 clusters Score -8486921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -8486921.000000 Penalty: 5323.264648
	Iteration 146Q: 3 clusters Score -8486921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8486921.000000 Penalty: 5323.264648
	Iteration 147Q: 3 clusters Score -8486921 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8486909.000000 Penalty: 5323.264648
	Iteration 148Q: 3 clusters Score -8486909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8486919.000000 Penalty: 5323.264648
	Iteration 149Q: 3 clusters Score -8486919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -8486915.000000 Penalty: 5323.264648
	Iteration 150Q: 3 clusters Score -8486915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 151Q: 3 clusters Score -8486910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -8486910.000000 Penalty: 5323.264648
	Iteration 152F: 3 clusters Score -8486910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Entering Unmasked Estep 
Score: -1054251.250000 Penalty: 2142.398193
	Iteration 0F: 2 clusters Score -1054251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1049312.750000 Penalty: 4284.796387
	Iteration 0F: 3 clusters Score -1049313 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1050525.750000 Penalty: 4284.796387
	Iteration 1F: 3 clusters Score -1050526 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1050700.750000 Penalty: 4284.796387
	Iteration 2F: 3 clusters Score -1050701 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1050827.750000 Penalty: 4284.796387
	Iteration 3Q: 3 clusters Score -1050828 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1050929.875000 Penalty: 4284.796387
	Iteration 4Q: 3 clusters Score -1050930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1051013.875000 Penalty: 4284.796387
	Iteration 5Q: 3 clusters Score -1051014 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1051095.000000 Penalty: 4284.796387
	Iteration 6Q: 3 clusters Score -1051095 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1051183.500000 Penalty: 4284.796387
	Iteration 7Q: 3 clusters Score -1051184 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1051251.875000 Penalty: 4284.796387
	Iteration 8Q: 3 clusters Score -1051252 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1051328.375000 Penalty: 4284.796387
	Iteration 9Q: 3 clusters Score -1051328 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1051420.125000 Penalty: 4284.796387
	Iteration 10Q: 3 clusters Score -1051420 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1051527.500000 Penalty: 4284.796387
	Iteration 11Q: 3 clusters Score -1051528 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1051633.250000 Penalty: 4284.796387
	Iteration 12Q: 3 clusters Score -1051633 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1051735.625000 Penalty: 4284.796387
	Iteration 13Q: 3 clusters Score -1051736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1051834.875000 Penalty: 4284.796387
	Iteration 14Q: 3 clusters Score -1051835 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1051931.750000 Penalty: 4284.796387
	Iteration 15Q: 3 clusters Score -1051932 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1052012.375000 Penalty: 4284.796387
	Iteration 16Q: 3 clusters Score -1052012 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1052077.750000 Penalty: 4284.796387
	Iteration 17Q: 3 clusters Score -1052078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1052128.375000 Penalty: 4284.796387
	Iteration 18Q: 3 clusters Score -1052128 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1052174.250000 Penalty: 4284.796387
	Iteration 19Q: 3 clusters Score -1052174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1052228.500000 Penalty: 4284.796387
	Iteration 20F: 3 clusters Score -1052228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1052269.250000 Penalty: 4284.796387
	Iteration 21Q: 3 clusters Score -1052269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1052303.750000 Penalty: 4284.796387
	Iteration 22Q: 3 clusters Score -1052304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1052327.875000 Penalty: 4284.796387
	Iteration 23Q: 3 clusters Score -1052328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1052345.500000 Penalty: 4284.796387
	Iteration 24Q: 3 clusters Score -1052346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1052364.375000 Penalty: 4284.796387
	Iteration 25Q: 3 clusters Score -1052364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1052377.750000 Penalty: 4284.796387
	Iteration 26Q: 3 clusters Score -1052378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1052383.375000 Penalty: 4284.796387
	Iteration 27Q: 3 clusters Score -1052383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1052391.500000 Penalty: 4284.796387
	Iteration 28Q: 3 clusters Score -1052392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1052399.250000 Penalty: 4284.796387
	Iteration 29Q: 3 clusters Score -1052399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1052406.000000 Penalty: 4284.796387
	Iteration 30Q: 3 clusters Score -1052406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1052415.750000 Penalty: 4284.796387
	Iteration 31Q: 3 clusters Score -1052416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1052419.250000 Penalty: 4284.796387
	Iteration 32Q: 3 clusters Score -1052419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1052424.375000 Penalty: 4284.796387
	Iteration 33Q: 3 clusters Score -1052424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1052432.125000 Penalty: 4284.796387
	Iteration 34Q: 3 clusters Score -1052432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1052442.250000 Penalty: 4284.796387
	Iteration 35Q: 3 clusters Score -1052442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1052445.875000 Penalty: 4284.796387
	Iteration 36Q: 3 clusters Score -1052446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1052448.000000 Penalty: 4284.796387
	Iteration 37Q: 3 clusters Score -1052448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1052448.250000 Penalty: 4284.796387
	Iteration 38Q: 3 clusters Score -1052448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1052448.250000 Penalty: 4284.796387
	Iteration 39F: 3 clusters Score -1052448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Entering Unmasked Estep 
Score: -8881455.000000 Penalty: 2669.763184
	Iteration 0F: 2 clusters Score -8881455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -8851612.000000 Penalty: 5339.526367
	Iteration 0F: 3 clusters Score -8851612 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8863332.000000 Penalty: 5339.526367
	Iteration 1F: 3 clusters Score -8863332 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -8863738.000000 Penalty: 5339.526367
	Iteration 2Q: 3 clusters Score -8863738 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -8864148.000000 Penalty: 5339.526367
	Iteration 3Q: 3 clusters Score -8864148 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -8864464.000000 Penalty: 5339.526367
	Iteration 4Q: 3 clusters Score -8864464 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -8864731.000000 Penalty: 5339.526367
	Iteration 5Q: 3 clusters Score -8864731 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -8864971.000000 Penalty: 5339.526367
	Iteration 6Q: 3 clusters Score -8864971 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -8865270.000000 Penalty: 5339.526367
	Iteration 7Q: 3 clusters Score -8865270 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -8865623.000000 Penalty: 5339.526367
	Iteration 8Q: 3 clusters Score -8865623 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -8866067.000000 Penalty: 5339.526367
	Iteration 9Q: 3 clusters Score -8866067 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -8866669.000000 Penalty: 5339.526367
	Iteration 10Q: 3 clusters Score -8866669 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -8867521.000000 Penalty: 5339.526367
	Iteration 11Q: 3 clusters Score -8867521 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -8868756.000000 Penalty: 5339.526367
	Iteration 12Q: 3 clusters Score -8868756 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -8870305.000000 Penalty: 5339.526367
	Iteration 13Q: 3 clusters Score -8870305 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -8872015.000000 Penalty: 5339.526367
	Iteration 14Q: 3 clusters Score -8872015 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -8873580.000000 Penalty: 5339.526367
	Iteration 15Q: 3 clusters Score -8873580 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -8874785.000000 Penalty: 5339.526367
	Iteration 16Q: 3 clusters Score -8874785 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -8875627.000000 Penalty: 5339.526367
	Iteration 17Q: 3 clusters Score -8875627 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8876182.000000 Penalty: 5339.526367
	Iteration 18Q: 3 clusters Score -8876182 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -8876604.000000 Penalty: 5339.526367
	Iteration 19Q: 3 clusters Score -8876604 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8876908.000000 Penalty: 5339.526367
	Iteration 20F: 3 clusters Score -8876908 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8877190.000000 Penalty: 5339.526367
	Iteration 21Q: 3 clusters Score -8877190 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -8877495.000000 Penalty: 5339.526367
	Iteration 22Q: 3 clusters Score -8877495 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -8877777.000000 Penalty: 5339.526367
	Iteration 23Q: 3 clusters Score -8877777 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8878011.000000 Penalty: 5339.526367
	Iteration 24Q: 3 clusters Score -8878011 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -8878256.000000 Penalty: 5339.526367
	Iteration 25Q: 3 clusters Score -8878256 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8878482.000000 Penalty: 5339.526367
	Iteration 26Q: 3 clusters Score -8878482 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -8878621.000000 Penalty: 5339.526367
	Iteration 27Q: 3 clusters Score -8878621 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8878766.000000 Penalty: 5339.526367
	Iteration 28Q: 3 clusters Score -8878766 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8878880.000000 Penalty: 5339.526367
	Iteration 29Q: 3 clusters Score -8878880 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8878945.000000 Penalty: 5339.526367
	Iteration 30Q: 3 clusters Score -8878945 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8879029.000000 Penalty: 5339.526367
	Iteration 31Q: 3 clusters Score -8879029 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -8879117.000000 Penalty: 5339.526367
	Iteration 32Q: 3 clusters Score -8879117 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -8879140.000000 Penalty: 5339.526367
	Iteration 33Q: 3 clusters Score -8879140 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8879191.000000 Penalty: 5339.526367
	Iteration 34Q: 3 clusters Score -8879191 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8879216.000000 Penalty: 5339.526367
	Iteration 35Q: 3 clusters Score -8879216 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8879255.000000 Penalty: 5339.526367
	Iteration 36Q: 3 clusters Score -8879255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8879256.000000 Penalty: 5339.526367
	Iteration 37Q: 3 clusters Score -8879256 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8879268.000000 Penalty: 5339.526367
	Iteration 38Q: 3 clusters Score -8879268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8879281.000000 Penalty: 5339.526367
	Iteration 39Q: 3 clusters Score -8879281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8879291.000000 Penalty: 5339.526367
	Iteration 40F: 3 clusters Score -8879291 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8879314.000000 Penalty: 5339.526367
	Iteration 41Q: 3 clusters Score -8879314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8879327.000000 Penalty: 5339.526367
	Iteration 42Q: 3 clusters Score -8879327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8879350.000000 Penalty: 5339.526367
	Iteration 43Q: 3 clusters Score -8879350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8879334.000000 Penalty: 5339.526367
	Iteration 44Q: 3 clusters Score -8879334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -8879356.000000 Penalty: 5339.526367
	Iteration 45Q: 3 clusters Score -8879356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -8879386.000000 Penalty: 5339.526367
	Iteration 46Q: 3 clusters Score -8879386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46626 members 
Entering Unmasked Estep 
Score: -8879405.000000 Penalty: 5339.526367
	Iteration 47Q: 3 clusters Score -8879405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8879417.000000 Penalty: 5339.526367
	Iteration 48Q: 3 clusters Score -8879417 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8879412.000000 Penalty: 5339.526367
	Iteration 49Q: 3 clusters Score -8879412 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8879434.000000 Penalty: 5339.526367
	Iteration 50Q: 3 clusters Score -8879434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -8879434.000000 Penalty: 5339.526367
	Iteration 51Q: 3 clusters Score -8879434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -8879433.000000 Penalty: 5339.526367
	Iteration 52Q: 3 clusters Score -8879433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8879433.000000 Penalty: 5339.526367
	Iteration 53Q: 3 clusters Score -8879433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46699 members 
Entering Unmasked Estep 
Score: -8879443.000000 Penalty: 5339.526367
	Iteration 54Q: 3 clusters Score -8879443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8879443.000000 Penalty: 5339.526367
	Iteration 55Q: 3 clusters Score -8879443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 46704 members 
Entering Unmasked Estep 
Score: -8879448.000000 Penalty: 5339.526367
	Iteration 56Q: 3 clusters Score -8879448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8879450.000000 Penalty: 5339.526367
	Iteration 57Q: 3 clusters Score -8879450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8879448.000000 Penalty: 5339.526367
	Iteration 58Q: 3 clusters Score -8879448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -8879454.000000 Penalty: 5339.526367
	Iteration 59Q: 3 clusters Score -8879454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8879457.000000 Penalty: 5339.526367
	Iteration 60F: 3 clusters Score -8879457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 46726 members 
Entering Unmasked Estep 
Score: -8879454.000000 Penalty: 5339.526367
	Iteration 61Q: 3 clusters Score -8879454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8879455.000000 Penalty: 5339.526367
	Iteration 62Q: 3 clusters Score -8879455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -8879459.000000 Penalty: 5339.526367
	Iteration 63Q: 3 clusters Score -8879459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -8879457.000000 Penalty: 5339.526367
	Iteration 64Q: 3 clusters Score -8879457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -8879461.000000 Penalty: 5339.526367
	Iteration 65Q: 3 clusters Score -8879461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -8879462.000000 Penalty: 5339.526367
	Iteration 66Q: 3 clusters Score -8879462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -8879460.000000 Penalty: 5339.526367
	Iteration 67Q: 3 clusters Score -8879460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8879474.000000 Penalty: 5339.526367
	Iteration 68Q: 3 clusters Score -8879474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46758 members 
Entering Unmasked Estep 
Score: -8879474.000000 Penalty: 5339.526367
	Iteration 69Q: 3 clusters Score -8879474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8879474.000000 Penalty: 5339.526367
	Iteration 70Q: 3 clusters Score -8879474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -8879475.000000 Penalty: 5339.526367
	Iteration 71Q: 3 clusters Score -8879475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8879479.000000 Penalty: 5339.526367
	Iteration 72Q: 3 clusters Score -8879479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -8879479.000000 Penalty: 5339.526367
	Iteration 73F: 3 clusters Score -8879479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -201768.187500 Penalty: 1763.655029
	Iteration 0F: 2 clusters Score -201768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -199732.703125 Penalty: 3527.310059
	Iteration 0F: 3 clusters Score -199732.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -200172.312500 Penalty: 3527.310059
	Iteration 1F: 3 clusters Score -200172.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -200313.421875 Penalty: 3527.310059
	Iteration 2F: 3 clusters Score -200313.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -200396.234375 Penalty: 3527.310059
	Iteration 3Q: 3 clusters Score -200396.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -200467.828125 Penalty: 3527.310059
	Iteration 4Q: 3 clusters Score -200467.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -200532.765625 Penalty: 3527.310059
	Iteration 5Q: 3 clusters Score -200532.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -200590.953125 Penalty: 3527.310059
	Iteration 6Q: 3 clusters Score -200591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -200627.531250 Penalty: 3527.310059
	Iteration 7Q: 3 clusters Score -200627.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -200663.250000 Penalty: 3527.310059
	Iteration 8Q: 3 clusters Score -200663.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -200712.218750 Penalty: 3527.310059
	Iteration 9Q: 3 clusters Score -200712.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -200766.968750 Penalty: 3527.310059
	Iteration 10Q: 3 clusters Score -200767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -200799.390625 Penalty: 3527.310059
	Iteration 11Q: 3 clusters Score -200799.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -200817.656250 Penalty: 3527.310059
	Iteration 12Q: 3 clusters Score -200817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -200830.953125 Penalty: 3527.310059
	Iteration 13Q: 3 clusters Score -200831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -200839.031250 Penalty: 3527.310059
	Iteration 14Q: 3 clusters Score -200839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -200848.500000 Penalty: 3527.310059
	Iteration 15Q: 3 clusters Score -200848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -200852.156250 Penalty: 3527.310059
	Iteration 16Q: 3 clusters Score -200852.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -200855.453125 Penalty: 3527.310059
	Iteration 17Q: 3 clusters Score -200855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -200857.125000 Penalty: 3527.310059
	Iteration 18Q: 3 clusters Score -200857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -200858.750000 Penalty: 3527.310059
	Iteration 19Q: 3 clusters Score -200858.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -200859.687500 Penalty: 3527.310059
	Iteration 20F: 3 clusters Score -200859.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -200860.015625 Penalty: 3527.310059
	Iteration 21Q: 3 clusters Score -200860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -200860.015625 Penalty: 3527.310059
	Iteration 22F: 3 clusters Score -200860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Entering Unmasked Estep 
Score: -3354022.750000 Penalty: 2431.186279
	Iteration 0F: 2 clusters Score -3354023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -3341141.250000 Penalty: 4862.372559
	Iteration 0F: 3 clusters Score -3341141 nChanged 7882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3345277.500000 Penalty: 4862.372559
	Iteration 1F: 3 clusters Score -3345278 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3345669.500000 Penalty: 4862.372559
	Iteration 2F: 3 clusters Score -3345670 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3345987.500000 Penalty: 4862.372559
	Iteration 3Q: 3 clusters Score -3345988 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -3346253.250000 Penalty: 4862.372559
	Iteration 4Q: 3 clusters Score -3346253 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3346493.000000 Penalty: 4862.372559
	Iteration 5Q: 3 clusters Score -3346493 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3346718.250000 Penalty: 4862.372559
	Iteration 6Q: 3 clusters Score -3346718 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -3346946.250000 Penalty: 4862.372559
	Iteration 7Q: 3 clusters Score -3346946 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3347169.250000 Penalty: 4862.372559
	Iteration 8Q: 3 clusters Score -3347169 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3347438.250000 Penalty: 4862.372559
	Iteration 9Q: 3 clusters Score -3347438 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3347750.250000 Penalty: 4862.372559
	Iteration 10Q: 3 clusters Score -3347750 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -3348125.500000 Penalty: 4862.372559
	Iteration 11Q: 3 clusters Score -3348126 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3348551.000000 Penalty: 4862.372559
	Iteration 12Q: 3 clusters Score -3348551 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3349011.500000 Penalty: 4862.372559
	Iteration 13Q: 3 clusters Score -3349012 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3349473.000000 Penalty: 4862.372559
	Iteration 14Q: 3 clusters Score -3349473 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -3349859.500000 Penalty: 4862.372559
	Iteration 15Q: 3 clusters Score -3349860 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3350216.000000 Penalty: 4862.372559
	Iteration 16Q: 3 clusters Score -3350216 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3350491.250000 Penalty: 4862.372559
	Iteration 17Q: 3 clusters Score -3350491 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3350746.750000 Penalty: 4862.372559
	Iteration 18Q: 3 clusters Score -3350747 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -3350988.500000 Penalty: 4862.372559
	Iteration 19Q: 3 clusters Score -3350988 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -3351167.250000 Penalty: 4862.372559
	Iteration 20F: 3 clusters Score -3351167 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -3351310.000000 Penalty: 4862.372559
	Iteration 21Q: 3 clusters Score -3351310 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3351402.000000 Penalty: 4862.372559
	Iteration 22Q: 3 clusters Score -3351402 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3351509.500000 Penalty: 4862.372559
	Iteration 23Q: 3 clusters Score -3351510 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3351564.250000 Penalty: 4862.372559
	Iteration 24Q: 3 clusters Score -3351564 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -3351625.250000 Penalty: 4862.372559
	Iteration 25Q: 3 clusters Score -3351625 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3351667.000000 Penalty: 4862.372559
	Iteration 26Q: 3 clusters Score -3351667 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -3351694.000000 Penalty: 4862.372559
	Iteration 27Q: 3 clusters Score -3351694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -3351744.750000 Penalty: 4862.372559
	Iteration 28Q: 3 clusters Score -3351745 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3351777.500000 Penalty: 4862.372559
	Iteration 29Q: 3 clusters Score -3351778 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3351806.250000 Penalty: 4862.372559
	Iteration 30Q: 3 clusters Score -3351806 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3351834.250000 Penalty: 4862.372559
	Iteration 31Q: 3 clusters Score -3351834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -3351852.000000 Penalty: 4862.372559
	Iteration 32Q: 3 clusters Score -3351852 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3351879.750000 Penalty: 4862.372559
	Iteration 33Q: 3 clusters Score -3351880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -3351886.250000 Penalty: 4862.372559
	Iteration 34Q: 3 clusters Score -3351886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -3351900.000000 Penalty: 4862.372559
	Iteration 35Q: 3 clusters Score -3351900 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3351908.750000 Penalty: 4862.372559
	Iteration 36Q: 3 clusters Score -3351909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -3351922.500000 Penalty: 4862.372559
	Iteration 37Q: 3 clusters Score -3351922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3351920.500000 Penalty: 4862.372559
	Iteration 38Q: 3 clusters Score -3351920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3351931.750000 Penalty: 4862.372559
	Iteration 39Q: 3 clusters Score -3351932 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3351939.500000 Penalty: 4862.372559
	Iteration 40F: 3 clusters Score -3351940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3351942.750000 Penalty: 4862.372559
	Iteration 41Q: 3 clusters Score -3351943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3351950.250000 Penalty: 4862.372559
	Iteration 42Q: 3 clusters Score -3351950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3351958.750000 Penalty: 4862.372559
	Iteration 43Q: 3 clusters Score -3351959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3351955.250000 Penalty: 4862.372559
	Iteration 44Q: 3 clusters Score -3351955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3351959.500000 Penalty: 4862.372559
	Iteration 45Q: 3 clusters Score -3351960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3351959.750000 Penalty: 4862.372559
	Iteration 46Q: 3 clusters Score -3351960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3351965.000000 Penalty: 4862.372559
	Iteration 47Q: 3 clusters Score -3351965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3351969.250000 Penalty: 4862.372559
	Iteration 48Q: 3 clusters Score -3351969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3351969.500000 Penalty: 4862.372559
	Iteration 49Q: 3 clusters Score -3351970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -3351971.250000 Penalty: 4862.372559
	Iteration 50Q: 3 clusters Score -3351971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3351972.000000 Penalty: 4862.372559
	Iteration 51Q: 3 clusters Score -3351972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3351975.250000 Penalty: 4862.372559
	Iteration 52Q: 3 clusters Score -3351975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -3351974.250000 Penalty: 4862.372559
	Iteration 53Q: 3 clusters Score -3351974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -3351976.250000 Penalty: 4862.372559
	Iteration 54Q: 3 clusters Score -3351976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -3351980.000000 Penalty: 4862.372559
	Iteration 55Q: 3 clusters Score -3351980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3351980.000000 Penalty: 4862.372559
	Iteration 56Q: 3 clusters Score -3351980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3351991.250000 Penalty: 4862.372559
	Iteration 57Q: 3 clusters Score -3351991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3351995.250000 Penalty: 4862.372559
	Iteration 58Q: 3 clusters Score -3351995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3351996.250000 Penalty: 4862.372559
	Iteration 59Q: 3 clusters Score -3351996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3351999.250000 Penalty: 4862.372559
	Iteration 60F: 3 clusters Score -3351999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3351999.500000 Penalty: 4862.372559
	Iteration 61Q: 3 clusters Score -3352000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3352009.250000 Penalty: 4862.372559
	Iteration 62Q: 3 clusters Score -3352009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -3352010.750000 Penalty: 4862.372559
	Iteration 63Q: 3 clusters Score -3352011 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3352018.500000 Penalty: 4862.372559
	Iteration 64Q: 3 clusters Score -3352018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3352023.000000 Penalty: 4862.372559
	Iteration 65Q: 3 clusters Score -3352023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3352029.000000 Penalty: 4862.372559
	Iteration 66Q: 3 clusters Score -3352029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3352026.250000 Penalty: 4862.372559
	Iteration 67Q: 3 clusters Score -3352026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3352027.250000 Penalty: 4862.372559
	Iteration 68Q: 3 clusters Score -3352027 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3352034.000000 Penalty: 4862.372559
	Iteration 69Q: 3 clusters Score -3352034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3352041.750000 Penalty: 4862.372559
	Iteration 70Q: 3 clusters Score -3352042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3352039.000000 Penalty: 4862.372559
	Iteration 71Q: 3 clusters Score -3352039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -3352041.750000 Penalty: 4862.372559
	Iteration 72Q: 3 clusters Score -3352042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3352038.750000 Penalty: 4862.372559
	Iteration 73Q: 3 clusters Score -3352039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3352054.500000 Penalty: 4862.372559
	Iteration 74Q: 3 clusters Score -3352054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3352052.750000 Penalty: 4862.372559
	Iteration 75Q: 3 clusters Score -3352053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3352050.750000 Penalty: 4862.372559
	Iteration 76Q: 3 clusters Score -3352051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3352054.000000 Penalty: 4862.372559
	Iteration 77Q: 3 clusters Score -3352054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -3352053.750000 Penalty: 4862.372559
	Iteration 78Q: 3 clusters Score -3352054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3352053.750000 Penalty: 4862.372559
	Iteration 79Q: 3 clusters Score -3352054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3352054.250000 Penalty: 4862.372559
	Iteration 80F: 3 clusters Score -3352054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3352056.000000 Penalty: 4862.372559
	Iteration 81Q: 3 clusters Score -3352056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3352059.250000 Penalty: 4862.372559
	Iteration 82Q: 3 clusters Score -3352059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3352063.250000 Penalty: 4862.372559
	Iteration 83Q: 3 clusters Score -3352063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3352064.500000 Penalty: 4862.372559
	Iteration 84Q: 3 clusters Score -3352064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3352064.500000 Penalty: 4862.372559
	Iteration 85F: 3 clusters Score -3352064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -68719.648438 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68719.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68859.445312 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68859.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68907.375000 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -68907.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -68944.867188 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -68944.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -68982.218750 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -68982.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -69002.640625 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -69002.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -69013.476562 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -69013.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69019.445312 Penalty: 2991.219971
	Iteration 7Q: 3 clusters Score -69019.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69019.445312 Penalty: 2991.219971
	Iteration 8F: 3 clusters Score -69019.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -956025.250000 Penalty: 2119.931396
	Iteration 0F: 2 clusters Score -956025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -951430.500000 Penalty: 4239.862793
	Iteration 0F: 3 clusters Score -951430.5 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -952506.562500 Penalty: 4239.862793
	Iteration 1F: 3 clusters Score -952506.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -952692.375000 Penalty: 4239.862793
	Iteration 2F: 3 clusters Score -952692.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -952813.750000 Penalty: 4239.862793
	Iteration 3Q: 3 clusters Score -952813.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -952902.375000 Penalty: 4239.862793
	Iteration 4Q: 3 clusters Score -952902.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -952974.750000 Penalty: 4239.862793
	Iteration 5Q: 3 clusters Score -952974.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -953042.250000 Penalty: 4239.862793
	Iteration 6Q: 3 clusters Score -953042.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -953114.375000 Penalty: 4239.862793
	Iteration 7Q: 3 clusters Score -953114.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -953186.125000 Penalty: 4239.862793
	Iteration 8Q: 3 clusters Score -953186.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -953242.500000 Penalty: 4239.862793
	Iteration 9Q: 3 clusters Score -953242.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -953290.812500 Penalty: 4239.862793
	Iteration 10Q: 3 clusters Score -953290.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -953348.937500 Penalty: 4239.862793
	Iteration 11Q: 3 clusters Score -953348.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -953394.500000 Penalty: 4239.862793
	Iteration 12Q: 3 clusters Score -953394.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -953435.187500 Penalty: 4239.862793
	Iteration 13Q: 3 clusters Score -953435.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -953477.875000 Penalty: 4239.862793
	Iteration 14Q: 3 clusters Score -953477.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -953513.625000 Penalty: 4239.862793
	Iteration 15Q: 3 clusters Score -953513.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -953544.125000 Penalty: 4239.862793
	Iteration 16Q: 3 clusters Score -953544.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -953574.625000 Penalty: 4239.862793
	Iteration 17Q: 3 clusters Score -953574.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -953602.812500 Penalty: 4239.862793
	Iteration 18Q: 3 clusters Score -953602.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -953624.687500 Penalty: 4239.862793
	Iteration 19Q: 3 clusters Score -953624.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -953642.125000 Penalty: 4239.862793
	Iteration 20F: 3 clusters Score -953642.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -953658.312500 Penalty: 4239.862793
	Iteration 21Q: 3 clusters Score -953658.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -953671.000000 Penalty: 4239.862793
	Iteration 22Q: 3 clusters Score -953671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -953685.000000 Penalty: 4239.862793
	Iteration 23Q: 3 clusters Score -953685 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -953696.062500 Penalty: 4239.862793
	Iteration 24Q: 3 clusters Score -953696.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -953705.250000 Penalty: 4239.862793
	Iteration 25Q: 3 clusters Score -953705.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -953712.187500 Penalty: 4239.862793
	Iteration 26Q: 3 clusters Score -953712.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -953715.250000 Penalty: 4239.862793
	Iteration 27Q: 3 clusters Score -953715.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -953722.375000 Penalty: 4239.862793
	Iteration 28Q: 3 clusters Score -953722.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -953728.000000 Penalty: 4239.862793
	Iteration 29Q: 3 clusters Score -953728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -953730.500000 Penalty: 4239.862793
	Iteration 30Q: 3 clusters Score -953730.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -953733.875000 Penalty: 4239.862793
	Iteration 31Q: 3 clusters Score -953733.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -953736.312500 Penalty: 4239.862793
	Iteration 32Q: 3 clusters Score -953736.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -953738.687500 Penalty: 4239.862793
	Iteration 33Q: 3 clusters Score -953738.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -953743.375000 Penalty: 4239.862793
	Iteration 34Q: 3 clusters Score -953743.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -953748.937500 Penalty: 4239.862793
	Iteration 35Q: 3 clusters Score -953748.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -953755.312500 Penalty: 4239.862793
	Iteration 36Q: 3 clusters Score -953755.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -953764.187500 Penalty: 4239.862793
	Iteration 37Q: 3 clusters Score -953764.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -953772.062500 Penalty: 4239.862793
	Iteration 38Q: 3 clusters Score -953772.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -953782.437500 Penalty: 4239.862793
	Iteration 39Q: 3 clusters Score -953782.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -953791.562500 Penalty: 4239.862793
	Iteration 40F: 3 clusters Score -953791.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -953806.437500 Penalty: 4239.862793
	Iteration 41Q: 3 clusters Score -953806.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -953816.000000 Penalty: 4239.862793
	Iteration 42Q: 3 clusters Score -953816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -953821.625000 Penalty: 4239.862793
	Iteration 43Q: 3 clusters Score -953821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -953826.500000 Penalty: 4239.862793
	Iteration 44Q: 3 clusters Score -953826.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -953833.062500 Penalty: 4239.862793
	Iteration 45Q: 3 clusters Score -953833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -953842.000000 Penalty: 4239.862793
	Iteration 46Q: 3 clusters Score -953842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -953849.187500 Penalty: 4239.862793
	Iteration 47Q: 3 clusters Score -953849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -953861.375000 Penalty: 4239.862793
	Iteration 48Q: 3 clusters Score -953861.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -953878.312500 Penalty: 4239.862793
	Iteration 49Q: 3 clusters Score -953878.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -953891.812500 Penalty: 4239.862793
	Iteration 50Q: 3 clusters Score -953891.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -953910.250000 Penalty: 4239.862793
	Iteration 51Q: 3 clusters Score -953910.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -953927.937500 Penalty: 4239.862793
	Iteration 52Q: 3 clusters Score -953927.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -953943.125000 Penalty: 4239.862793
	Iteration 53Q: 3 clusters Score -953943.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -953953.812500 Penalty: 4239.862793
	Iteration 54Q: 3 clusters Score -953953.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -953971.375000 Penalty: 4239.862793
	Iteration 55Q: 3 clusters Score -953971.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -953986.125000 Penalty: 4239.862793
	Iteration 56Q: 3 clusters Score -953986.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -953997.562500 Penalty: 4239.862793
	Iteration 57Q: 3 clusters Score -953997.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -954008.312500 Penalty: 4239.862793
	Iteration 58Q: 3 clusters Score -954008.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -954014.625000 Penalty: 4239.862793
	Iteration 59Q: 3 clusters Score -954014.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -954018.562500 Penalty: 4239.862793
	Iteration 60F: 3 clusters Score -954018.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -954025.750000 Penalty: 4239.862793
	Iteration 61Q: 3 clusters Score -954025.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -954029.500000 Penalty: 4239.862793
	Iteration 62Q: 3 clusters Score -954029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -954032.187500 Penalty: 4239.862793
	Iteration 63Q: 3 clusters Score -954032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -954034.062500 Penalty: 4239.862793
	Iteration 64Q: 3 clusters Score -954034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -954034.187500 Penalty: 4239.862793
	Iteration 65Q: 3 clusters Score -954034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -954036.312500 Penalty: 4239.862793
	Iteration 66Q: 3 clusters Score -954036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -954038.687500 Penalty: 4239.862793
	Iteration 67Q: 3 clusters Score -954038.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -954041.000000 Penalty: 4239.862793
	Iteration 68Q: 3 clusters Score -954041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -954043.187500 Penalty: 4239.862793
	Iteration 69Q: 3 clusters Score -954043.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -954046.062500 Penalty: 4239.862793
	Iteration 70Q: 3 clusters Score -954046.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -954052.250000 Penalty: 4239.862793
	Iteration 71Q: 3 clusters Score -954052.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -954054.062500 Penalty: 4239.862793
	Iteration 72Q: 3 clusters Score -954054.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -954054.875000 Penalty: 4239.862793
	Iteration 73Q: 3 clusters Score -954054.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -954057.812500 Penalty: 4239.862793
	Iteration 74Q: 3 clusters Score -954057.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -954060.062500 Penalty: 4239.862793
	Iteration 75Q: 3 clusters Score -954060.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -954061.375000 Penalty: 4239.862793
	Iteration 76Q: 3 clusters Score -954061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -954060.312500 Penalty: 4239.862793
	Iteration 77Q: 3 clusters Score -954060.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -954061.250000 Penalty: 4239.862793
	Iteration 78Q: 3 clusters Score -954061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -954063.750000 Penalty: 4239.862793
	Iteration 79Q: 3 clusters Score -954063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -954064.750000 Penalty: 4239.862793
	Iteration 80F: 3 clusters Score -954064.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -954063.750000 Penalty: 4239.862793
	Iteration 81Q: 3 clusters Score -954063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -954065.687500 Penalty: 4239.862793
	Iteration 82Q: 3 clusters Score -954065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -954066.125000 Penalty: 4239.862793
	Iteration 83Q: 3 clusters Score -954066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -954066.125000 Penalty: 4239.862793
	Iteration 84F: 3 clusters Score -954066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50271 members 
Entering Unmasked Estep 
Score: -9465422.000000 Penalty: 2684.645508
	Iteration 0F: 2 clusters Score -9465422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -9434276.000000 Penalty: 5369.291016
	Iteration 0F: 3 clusters Score -9434276 nChanged 23325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -9447084.000000 Penalty: 5369.291016
	Iteration 1F: 3 clusters Score -9447084 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -9447675.000000 Penalty: 5369.291016
	Iteration 2Q: 3 clusters Score -9447675 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -9448261.000000 Penalty: 5369.291016
	Iteration 3Q: 3 clusters Score -9448261 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -9448995.000000 Penalty: 5369.291016
	Iteration 4Q: 3 clusters Score -9448995 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -9449835.000000 Penalty: 5369.291016
	Iteration 5Q: 3 clusters Score -9449835 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -9451040.000000 Penalty: 5369.291016
	Iteration 6F: 3 clusters Score -9451040 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -9452659.000000 Penalty: 5369.291016
	Iteration 7F: 3 clusters Score -9452659 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -9454669.000000 Penalty: 5369.291016
	Iteration 8F: 3 clusters Score -9454669 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -9457089.000000 Penalty: 5369.291016
	Iteration 9F: 3 clusters Score -9457089 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -9459219.000000 Penalty: 5369.291016
	Iteration 10F: 3 clusters Score -9459219 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -9460663.000000 Penalty: 5369.291016
	Iteration 11F: 3 clusters Score -9460663 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9461725.000000 Penalty: 5369.291016
	Iteration 12Q: 3 clusters Score -9461725 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -9462504.000000 Penalty: 5369.291016
	Iteration 13Q: 3 clusters Score -9462504 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9462764.000000 Penalty: 5369.291016
	Iteration 14Q: 3 clusters Score -9462764 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9462872.000000 Penalty: 5369.291016
	Iteration 15Q: 3 clusters Score -9462872 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9462965.000000 Penalty: 5369.291016
	Iteration 16Q: 3 clusters Score -9462965 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9463049.000000 Penalty: 5369.291016
	Iteration 17Q: 3 clusters Score -9463049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9463081.000000 Penalty: 5369.291016
	Iteration 18Q: 3 clusters Score -9463081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9463082.000000 Penalty: 5369.291016
	Iteration 19Q: 3 clusters Score -9463082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9463086.000000 Penalty: 5369.291016
	Iteration 20F: 3 clusters Score -9463086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9463089.000000 Penalty: 5369.291016
	Iteration 21Q: 3 clusters Score -9463089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9463092.000000 Penalty: 5369.291016
	Iteration 22Q: 3 clusters Score -9463092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9463092.000000 Penalty: 5369.291016
	Iteration 23Q: 3 clusters Score -9463092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9463103.000000 Penalty: 5369.291016
	Iteration 24Q: 3 clusters Score -9463103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9463103.000000 Penalty: 5369.291016
	Iteration 25Q: 3 clusters Score -9463103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9463105.000000 Penalty: 5369.291016
	Iteration 26Q: 3 clusters Score -9463105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9463117.000000 Penalty: 5369.291016
	Iteration 27Q: 3 clusters Score -9463117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9463124.000000 Penalty: 5369.291016
	Iteration 28Q: 3 clusters Score -9463124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9463124.000000 Penalty: 5369.291016
	Iteration 29F: 3 clusters Score -9463124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Entering Unmasked Estep 
Score: -10798867.000000 Penalty: 2718.198730
	Iteration 0F: 2 clusters Score -1.079887e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -10767150.000000 Penalty: 5436.397461
	Iteration 0F: 3 clusters Score -1.076715e+07 nChanged 26695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -10782049.000000 Penalty: 5436.397461
	Iteration 1F: 3 clusters Score -1.078205e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -10782603.000000 Penalty: 5436.397461
	Iteration 2Q: 3 clusters Score -1.07826e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -10783035.000000 Penalty: 5436.397461
	Iteration 3Q: 3 clusters Score -1.078304e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -10783476.000000 Penalty: 5436.397461
	Iteration 4Q: 3 clusters Score -1.078348e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -10783921.000000 Penalty: 5436.397461
	Iteration 5Q: 3 clusters Score -1.078392e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -10784320.000000 Penalty: 5436.397461
	Iteration 6Q: 3 clusters Score -1.078432e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -10784651.000000 Penalty: 5436.397461
	Iteration 7Q: 3 clusters Score -1.078465e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -10785221.000000 Penalty: 5436.397461
	Iteration 8Q: 3 clusters Score -1.078522e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -10785907.000000 Penalty: 5436.397461
	Iteration 9Q: 3 clusters Score -1.078591e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -10786724.000000 Penalty: 5436.397461
	Iteration 10Q: 3 clusters Score -1.078672e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -10787787.000000 Penalty: 5436.397461
	Iteration 11Q: 3 clusters Score -1.078779e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -10789386.000000 Penalty: 5436.397461
	Iteration 12Q: 3 clusters Score -1.078939e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -10791120.000000 Penalty: 5436.397461
	Iteration 13Q: 3 clusters Score -1.079112e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -10792283.000000 Penalty: 5436.397461
	Iteration 14Q: 3 clusters Score -1.079228e+07 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -10792865.000000 Penalty: 5436.397461
	Iteration 15Q: 3 clusters Score -1.079286e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -10793071.000000 Penalty: 5436.397461
	Iteration 16Q: 3 clusters Score -1.079307e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -10793096.000000 Penalty: 5436.397461
	Iteration 17Q: 3 clusters Score -1.07931e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -10793127.000000 Penalty: 5436.397461
	Iteration 18Q: 3 clusters Score -1.079313e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -10793119.000000 Penalty: 5436.397461
	Iteration 19Q: 3 clusters Score -1.079312e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -10793161.000000 Penalty: 5436.397461
	Iteration 20F: 3 clusters Score -1.079316e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -10793184.000000 Penalty: 5436.397461
	Iteration 21Q: 3 clusters Score -1.079318e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27204 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -10793245.000000 Penalty: 5436.397461
	Iteration 22Q: 3 clusters Score -1.079324e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -10793257.000000 Penalty: 5436.397461
	Iteration 23Q: 3 clusters Score -1.079326e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -10793313.000000 Penalty: 5436.397461
	Iteration 24Q: 3 clusters Score -1.079331e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26286 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -10793414.000000 Penalty: 5436.397461
	Iteration 25Q: 3 clusters Score -1.079341e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -10793507.000000 Penalty: 5436.397461
	Iteration 26Q: 3 clusters Score -1.079351e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -10793542.000000 Penalty: 5436.397461
	Iteration 27Q: 3 clusters Score -1.079354e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -10793588.000000 Penalty: 5436.397461
	Iteration 28Q: 3 clusters Score -1.079359e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -10793653.000000 Penalty: 5436.397461
	Iteration 29Q: 3 clusters Score -1.079365e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -10793657.000000 Penalty: 5436.397461
	Iteration 30Q: 3 clusters Score -1.079366e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -10793729.000000 Penalty: 5436.397461
	Iteration 31Q: 3 clusters Score -1.079373e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -10793792.000000 Penalty: 5436.397461
	Iteration 32Q: 3 clusters Score -1.079379e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -10793845.000000 Penalty: 5436.397461
	Iteration 33Q: 3 clusters Score -1.079384e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -10793953.000000 Penalty: 5436.397461
	Iteration 34Q: 3 clusters Score -1.079395e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -10794094.000000 Penalty: 5436.397461
	Iteration 35Q: 3 clusters Score -1.079409e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -10794197.000000 Penalty: 5436.397461
	Iteration 36Q: 3 clusters Score -1.07942e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -10794295.000000 Penalty: 5436.397461
	Iteration 37Q: 3 clusters Score -1.07943e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -10794386.000000 Penalty: 5436.397461
	Iteration 38Q: 3 clusters Score -1.079439e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -10794550.000000 Penalty: 5436.397461
	Iteration 39Q: 3 clusters Score -1.079455e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -10794706.000000 Penalty: 5436.397461
	Iteration 40F: 3 clusters Score -1.079471e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -10794844.000000 Penalty: 5436.397461
	Iteration 41Q: 3 clusters Score -1.079484e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -10795003.000000 Penalty: 5436.397461
	Iteration 42Q: 3 clusters Score -1.0795e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -10795138.000000 Penalty: 5436.397461
	Iteration 43Q: 3 clusters Score -1.079514e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -10795169.000000 Penalty: 5436.397461
	Iteration 44Q: 3 clusters Score -1.079517e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -10795206.000000 Penalty: 5436.397461
	Iteration 45Q: 3 clusters Score -1.079521e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -10795177.000000 Penalty: 5436.397461
	Iteration 46Q: 3 clusters Score -1.079518e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -10795223.000000 Penalty: 5436.397461
	Iteration 47Q: 3 clusters Score -1.079522e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -10795112.000000 Penalty: 5436.397461
	Iteration 48Q: 3 clusters Score -1.079511e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -10795083.000000 Penalty: 5436.397461
	Iteration 49Q: 3 clusters Score -1.079508e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -10795359.000000 Penalty: 5436.397461
	Iteration 50Q: 3 clusters Score -1.079536e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -10795570.000000 Penalty: 5436.397461
	Iteration 51Q: 3 clusters Score -1.079557e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -10795821.000000 Penalty: 5436.397461
	Iteration 52Q: 3 clusters Score -1.079582e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -10795911.000000 Penalty: 5436.397461
	Iteration 53Q: 3 clusters Score -1.079591e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -10795836.000000 Penalty: 5436.397461
	Iteration 54Q: 3 clusters Score -1.079584e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -10795802.000000 Penalty: 5436.397461
	Iteration 55Q: 3 clusters Score -1.07958e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 52814 members 
Entering Unmasked Estep 
Score: -10795686.000000 Penalty: 5436.397461
	Iteration 56Q: 3 clusters Score -1.079569e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -10795638.000000 Penalty: 5436.397461
	Iteration 57Q: 3 clusters Score -1.079564e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 53791 members 
Entering Unmasked Estep 
Score: -10795623.000000 Penalty: 5436.397461
	Iteration 58Q: 3 clusters Score -1.079562e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -10795652.000000 Penalty: 5436.397461
	Iteration 59Q: 3 clusters Score -1.079565e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -10795689.000000 Penalty: 5436.397461
	Iteration 60F: 3 clusters Score -1.079569e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -10795675.000000 Penalty: 5436.397461
	Iteration 61Q: 3 clusters Score -1.079568e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 55113 members 
Entering Unmasked Estep 
Score: -10795727.000000 Penalty: 5436.397461
	Iteration 62Q: 3 clusters Score -1.079573e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -10795796.000000 Penalty: 5436.397461
	Iteration 63Q: 3 clusters Score -1.07958e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 55595 members 
Entering Unmasked Estep 
Score: -10795859.000000 Penalty: 5436.397461
	Iteration 64Q: 3 clusters Score -1.079586e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -10795970.000000 Penalty: 5436.397461
	Iteration 65Q: 3 clusters Score -1.079597e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -10796032.000000 Penalty: 5436.397461
	Iteration 66Q: 3 clusters Score -1.079603e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 56129 members 
Entering Unmasked Estep 
Score: -10796052.000000 Penalty: 5436.397461
	Iteration 67Q: 3 clusters Score -1.079605e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -10796132.000000 Penalty: 5436.397461
	Iteration 68Q: 3 clusters Score -1.079613e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 56361 members 
Entering Unmasked Estep 
Score: -10796179.000000 Penalty: 5436.397461
	Iteration 69Q: 3 clusters Score -1.079618e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 56444 members 
Entering Unmasked Estep 
Score: -10796230.000000 Penalty: 5436.397461
	Iteration 70Q: 3 clusters Score -1.079623e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -10796252.000000 Penalty: 5436.397461
	Iteration 71Q: 3 clusters Score -1.079625e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -10796329.000000 Penalty: 5436.397461
	Iteration 72Q: 3 clusters Score -1.079633e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -10796350.000000 Penalty: 5436.397461
	Iteration 73Q: 3 clusters Score -1.079635e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -10796386.000000 Penalty: 5436.397461
	Iteration 74Q: 3 clusters Score -1.079639e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -10796388.000000 Penalty: 5436.397461
	Iteration 75Q: 3 clusters Score -1.079639e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 56733 members 
Entering Unmasked Estep 
Score: -10796370.000000 Penalty: 5436.397461
	Iteration 76Q: 3 clusters Score -1.079637e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -10796429.000000 Penalty: 5436.397461
	Iteration 77Q: 3 clusters Score -1.079643e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 56797 members 
Entering Unmasked Estep 
Score: -10796449.000000 Penalty: 5436.397461
	Iteration 78Q: 3 clusters Score -1.079645e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -10796453.000000 Penalty: 5436.397461
	Iteration 79Q: 3 clusters Score -1.079645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -10796473.000000 Penalty: 5436.397461
	Iteration 80F: 3 clusters Score -1.079647e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 56858 members 
Entering Unmasked Estep 
Score: -10796486.000000 Penalty: 5436.397461
	Iteration 81Q: 3 clusters Score -1.079649e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 56874 members 
Entering Unmasked Estep 
Score: -10796482.000000 Penalty: 5436.397461
	Iteration 82Q: 3 clusters Score -1.079648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 56883 members 
Entering Unmasked Estep 
Score: -10796493.000000 Penalty: 5436.397461
	Iteration 83Q: 3 clusters Score -1.079649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 56896 members 
Entering Unmasked Estep 
Score: -10796489.000000 Penalty: 5436.397461
	Iteration 84Q: 3 clusters Score -1.079649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -10796497.000000 Penalty: 5436.397461
	Iteration 85Q: 3 clusters Score -1.07965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 56911 members 
Entering Unmasked Estep 
Score: -10796494.000000 Penalty: 5436.397461
	Iteration 86Q: 3 clusters Score -1.079649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 56914 members 
Entering Unmasked Estep 
Score: -10796510.000000 Penalty: 5436.397461
	Iteration 87Q: 3 clusters Score -1.079651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -10796514.000000 Penalty: 5436.397461
	Iteration 88Q: 3 clusters Score -1.079651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -10796522.000000 Penalty: 5436.397461
	Iteration 89Q: 3 clusters Score -1.079652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 56927 members 
Entering Unmasked Estep 
Score: -10796525.000000 Penalty: 5436.397461
	Iteration 90Q: 3 clusters Score -1.079652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 56929 members 
Entering Unmasked Estep 
Score: -10796534.000000 Penalty: 5436.397461
	Iteration 91Q: 3 clusters Score -1.079653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10796530.000000 Penalty: 5436.397461
	Iteration 92Q: 3 clusters Score -1.079653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -10796524.000000 Penalty: 5436.397461
	Iteration 93Q: 3 clusters Score -1.079652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 56934 members 
Entering Unmasked Estep 
Score: -10796524.000000 Penalty: 5436.397461
	Iteration 94F: 3 clusters Score -1.079652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -392885.343750 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -392885.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -390136.031250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -390136 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -390635.031250 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -390635 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -390768.187500 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -390768.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -390847.531250 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -390847.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -390905.718750 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -390905.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -390951.656250 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -390951.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -390985.593750 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -390985.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -391014.281250 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -391014.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -391039.593750 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -391039.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -391057.000000 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -391057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -391066.093750 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -391066.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -391074.781250 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -391074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -391084.000000 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -391084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -391094.125000 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -391094.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -391100.875000 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -391100.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -391112.125000 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -391112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -391129.031250 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -391129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -391152.437500 Penalty: 3824.928223
	Iteration 17Q: 3 clusters Score -391152.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -391179.531250 Penalty: 3824.928223
	Iteration 18Q: 3 clusters Score -391179.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -391203.625000 Penalty: 3824.928223
	Iteration 19Q: 3 clusters Score -391203.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -391218.625000 Penalty: 3824.928223
	Iteration 20F: 3 clusters Score -391218.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -391231.750000 Penalty: 3824.928223
	Iteration 21Q: 3 clusters Score -391231.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -391241.156250 Penalty: 3824.928223
	Iteration 22Q: 3 clusters Score -391241.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -391250.718750 Penalty: 3824.928223
	Iteration 23Q: 3 clusters Score -391250.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -391261.937500 Penalty: 3824.928223
	Iteration 24Q: 3 clusters Score -391261.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -391275.062500 Penalty: 3824.928223
	Iteration 25Q: 3 clusters Score -391275.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -391294.093750 Penalty: 3824.928223
	Iteration 26Q: 3 clusters Score -391294.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -391310.093750 Penalty: 3824.928223
	Iteration 27Q: 3 clusters Score -391310.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -391319.250000 Penalty: 3824.928223
	Iteration 28Q: 3 clusters Score -391319.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -391326.718750 Penalty: 3824.928223
	Iteration 29Q: 3 clusters Score -391326.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -391332.718750 Penalty: 3824.928223
	Iteration 30Q: 3 clusters Score -391332.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -391338.625000 Penalty: 3824.928223
	Iteration 31Q: 3 clusters Score -391338.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -391345.281250 Penalty: 3824.928223
	Iteration 32Q: 3 clusters Score -391345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -391349.750000 Penalty: 3824.928223
	Iteration 33Q: 3 clusters Score -391349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -391355.125000 Penalty: 3824.928223
	Iteration 34Q: 3 clusters Score -391355.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -391358.125000 Penalty: 3824.928223
	Iteration 35Q: 3 clusters Score -391358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -391362.937500 Penalty: 3824.928223
	Iteration 36Q: 3 clusters Score -391362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -391365.531250 Penalty: 3824.928223
	Iteration 37Q: 3 clusters Score -391365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -391369.406250 Penalty: 3824.928223
	Iteration 38Q: 3 clusters Score -391369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -391372.656250 Penalty: 3824.928223
	Iteration 39Q: 3 clusters Score -391372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -391377.031250 Penalty: 3824.928223
	Iteration 40F: 3 clusters Score -391377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -391379.062500 Penalty: 3824.928223
	Iteration 41Q: 3 clusters Score -391379.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -391380.531250 Penalty: 3824.928223
	Iteration 42Q: 3 clusters Score -391380.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -391381.062500 Penalty: 3824.928223
	Iteration 43Q: 3 clusters Score -391381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -391381.062500 Penalty: 3824.928223
	Iteration 44F: 3 clusters Score -391381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (51463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Entering Unmasked Estep 
Score: -9659745.000000 Penalty: 2690.457275
	Iteration 0F: 2 clusters Score -9659745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -9628693.000000 Penalty: 5380.914551
	Iteration 0F: 3 clusters Score -9628693 nChanged 23772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -9641852.000000 Penalty: 5380.914551
	Iteration 1F: 3 clusters Score -9641852 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -9642378.000000 Penalty: 5380.914551
	Iteration 2Q: 3 clusters Score -9642378 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -9642878.000000 Penalty: 5380.914551
	Iteration 3Q: 3 clusters Score -9642878 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -9643391.000000 Penalty: 5380.914551
	Iteration 4Q: 3 clusters Score -9643391 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -9644111.000000 Penalty: 5380.914551
	Iteration 5Q: 3 clusters Score -9644111 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -9645039.000000 Penalty: 5380.914551
	Iteration 6Q: 3 clusters Score -9645039 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -9646341.000000 Penalty: 5380.914551
	Iteration 7F: 3 clusters Score -9646341 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -9648275.000000 Penalty: 5380.914551
	Iteration 8F: 3 clusters Score -9648275 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -9650958.000000 Penalty: 5380.914551
	Iteration 9F: 3 clusters Score -9650958 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -9653070.000000 Penalty: 5380.914551
	Iteration 10F: 3 clusters Score -9653070 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -9654752.000000 Penalty: 5380.914551
	Iteration 11F: 3 clusters Score -9654752 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -9655617.000000 Penalty: 5380.914551
	Iteration 12Q: 3 clusters Score -9655617 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49746 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -9656161.000000 Penalty: 5380.914551
	Iteration 13Q: 3 clusters Score -9656161 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9656542.000000 Penalty: 5380.914551
	Iteration 14Q: 3 clusters Score -9656542 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9656776.000000 Penalty: 5380.914551
	Iteration 15Q: 3 clusters Score -9656776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9656936.000000 Penalty: 5380.914551
	Iteration 16Q: 3 clusters Score -9656936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9657060.000000 Penalty: 5380.914551
	Iteration 17Q: 3 clusters Score -9657060 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9657115.000000 Penalty: 5380.914551
	Iteration 18Q: 3 clusters Score -9657115 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9657181.000000 Penalty: 5380.914551
	Iteration 19Q: 3 clusters Score -9657181 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9657216.000000 Penalty: 5380.914551
	Iteration 20F: 3 clusters Score -9657216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -9657267.000000 Penalty: 5380.914551
	Iteration 21Q: 3 clusters Score -9657267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50948 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9657312.000000 Penalty: 5380.914551
	Iteration 22Q: 3 clusters Score -9657312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9657352.000000 Penalty: 5380.914551
	Iteration 23Q: 3 clusters Score -9657352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9657363.000000 Penalty: 5380.914551
	Iteration 24Q: 3 clusters Score -9657363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9657366.000000 Penalty: 5380.914551
	Iteration 25Q: 3 clusters Score -9657366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9657379.000000 Penalty: 5380.914551
	Iteration 26Q: 3 clusters Score -9657379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9657399.000000 Penalty: 5380.914551
	Iteration 27Q: 3 clusters Score -9657399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9657409.000000 Penalty: 5380.914551
	Iteration 28Q: 3 clusters Score -9657409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9657404.000000 Penalty: 5380.914551
	Iteration 29Q: 3 clusters Score -9657404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9657402.000000 Penalty: 5380.914551
	Iteration 30Q: 3 clusters Score -9657402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9657405.000000 Penalty: 5380.914551
	Iteration 31Q: 3 clusters Score -9657405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9657405.000000 Penalty: 5380.914551
	Iteration 32Q: 3 clusters Score -9657405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9657404.000000 Penalty: 5380.914551
	Iteration 33Q: 3 clusters Score -9657404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9657404.000000 Penalty: 5380.914551
	Iteration 34F: 3 clusters Score -9657404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Entering Unmasked Estep 
Score: -10603273.000000 Penalty: 2714.316406
	Iteration 0F: 2 clusters Score -1.060327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -10572379.000000 Penalty: 5428.632812
	Iteration 0F: 3 clusters Score -1.057238e+07 nChanged 26133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -10586949.000000 Penalty: 5428.632812
	Iteration 1F: 3 clusters Score -1.058695e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -10587880.000000 Penalty: 5428.632812
	Iteration 2Q: 3 clusters Score -1.058788e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -10589199.000000 Penalty: 5428.632812
	Iteration 3F: 3 clusters Score -1.05892e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -10591374.000000 Penalty: 5428.632812
	Iteration 4F: 3 clusters Score -1.059137e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -10594350.000000 Penalty: 5428.632812
	Iteration 5F: 3 clusters Score -1.059435e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -10597139.000000 Penalty: 5428.632812
	Iteration 6F: 3 clusters Score -1.059714e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52905 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -10599157.000000 Penalty: 5428.632812
	Iteration 7F: 3 clusters Score -1.059916e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10600043.000000 Penalty: 5428.632812
	Iteration 8Q: 3 clusters Score -1.060004e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55895 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10600514.000000 Penalty: 5428.632812
	Iteration 9Q: 3 clusters Score -1.060051e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -10600745.000000 Penalty: 5428.632812
	Iteration 10Q: 3 clusters Score -1.060074e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10600853.000000 Penalty: 5428.632812
	Iteration 11Q: 3 clusters Score -1.060085e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56350 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10600907.000000 Penalty: 5428.632812
	Iteration 12Q: 3 clusters Score -1.060091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -10600927.000000 Penalty: 5428.632812
	Iteration 13Q: 3 clusters Score -1.060093e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10600961.000000 Penalty: 5428.632812
	Iteration 14Q: 3 clusters Score -1.060096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56409 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -10600980.000000 Penalty: 5428.632812
	Iteration 15Q: 3 clusters Score -1.060098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601008.000000 Penalty: 5428.632812
	Iteration 16Q: 3 clusters Score -1.060101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10601011.000000 Penalty: 5428.632812
	Iteration 17Q: 3 clusters Score -1.060101e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601021.000000 Penalty: 5428.632812
	Iteration 18Q: 3 clusters Score -1.060102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601026.000000 Penalty: 5428.632812
	Iteration 19Q: 3 clusters Score -1.060103e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56421 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10601023.000000 Penalty: 5428.632812
	Iteration 20F: 3 clusters Score -1.060102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10601027.000000 Penalty: 5428.632812
	Iteration 21Q: 3 clusters Score -1.060103e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10601032.000000 Penalty: 5428.632812
	Iteration 22Q: 3 clusters Score -1.060103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56419 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10601032.000000 Penalty: 5428.632812
	Iteration 23F: 3 clusters Score -1.060103e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 50697 members 
Mstep: Class 3 contains 43945 members 
Mstep: Class 4 contains 34703 members 
Mstep: Class 5 contains 22588 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12343 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 29442 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51562 members 
Mstep: Class 14 contains 6744 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24179 members 
Mstep: Class 17 contains 24486 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 45816 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47343 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 18091 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 50271 members 
Mstep: Class 27 contains 57554 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51463 members 
Mstep: Class 30 contains 56660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164224.000000 Penalty: 100613.093750
Iteration 439Q: 31 clusters Score -1.371642e+08 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 50556 members 
Mstep: Class 3 contains 45084 members 
Mstep: Class 4 contains 34564 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12291 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 19395 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51459 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24160 members 
Mstep: Class 17 contains 24462 members 
Mstep: Class 18 contains 28290 members 
Mstep: Class 19 contains 45792 members 
Mstep: Class 20 contains 5649 members 
Mstep: Class 21 contains 47345 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17920 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5165 members 
Mstep: Class 26 contains 50047 members 
Mstep: Class 27 contains 57446 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51523 members 
Mstep: Class 30 contains 56675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164736.000000 Penalty: 100613.093750
Iteration 440F: 31 clusters Score -1.371647e+08 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 50301 members 
Mstep: Class 3 contains 46209 members 
Mstep: Class 4 contains 34423 members 
Mstep: Class 5 contains 22561 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12245 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 28996 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51566 members 
Mstep: Class 14 contains 6738 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 24437 members 
Mstep: Class 18 contains 27956 members 
Mstep: Class 19 contains 45745 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 47354 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17762 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5171 members 
Mstep: Class 26 contains 49793 members 
Mstep: Class 27 contains 57309 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51713 members 
Mstep: Class 30 contains 56676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137164784.000000 Penalty: 100613.093750
Iteration 441Q: 31 clusters Score -1.371648e+08 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 47247 members 
Mstep: Class 4 contains 34304 members 
Mstep: Class 5 contains 22550 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12185 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 28786 members 
Mstep: Class 11 contains 19683 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51616 members 
Mstep: Class 14 contains 6738 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24163 members 
Mstep: Class 17 contains 24417 members 
Mstep: Class 18 contains 27621 members 
Mstep: Class 19 contains 45679 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 47375 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5173 members 
Mstep: Class 26 contains 49869 members 
Mstep: Class 27 contains 57230 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 51931 members 
Mstep: Class 30 contains 56669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165744.000000 Penalty: 100613.093750
Iteration 442Q: 31 clusters Score -1.371657e+08 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 49861 members 
Mstep: Class 3 contains 48108 members 
Mstep: Class 4 contains 34175 members 
Mstep: Class 5 contains 22531 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12122 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 28562 members 
Mstep: Class 11 contains 19846 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51570 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24153 members 
Mstep: Class 17 contains 24395 members 
Mstep: Class 18 contains 27306 members 
Mstep: Class 19 contains 45556 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 47400 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17465 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5178 members 
Mstep: Class 26 contains 50125 members 
Mstep: Class 27 contains 57159 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 52224 members 
Mstep: Class 30 contains 56668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165552.000000 Penalty: 100613.093750
Iteration 443Q: 31 clusters Score -1.371656e+08 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 50138 members 
Mstep: Class 3 contains 48744 members 
Mstep: Class 4 contains 34050 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 12055 members 
Mstep: Class 8 contains 1180 members 
Mstep: Class 9 contains 2300 members 
Mstep: Class 10 contains 28304 members 
Mstep: Class 11 contains 20005 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51306 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24122 members 
Mstep: Class 17 contains 24380 members 
Mstep: Class 18 contains 26968 members 
Mstep: Class 19 contains 45489 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 47451 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17336 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5183 members 
Mstep: Class 26 contains 50411 members 
Mstep: Class 27 contains 57130 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 52512 members 
Mstep: Class 30 contains 56662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165584.000000 Penalty: 100613.093750
Iteration 444Q: 31 clusters Score -1.371656e+08 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 50689 members 
Mstep: Class 3 contains 49259 members 
Mstep: Class 4 contains 33935 members 
Mstep: Class 5 contains 22516 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11987 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2301 members 
Mstep: Class 10 contains 28064 members 
Mstep: Class 11 contains 20175 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50812 members 
Mstep: Class 14 contains 6740 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 24355 members 
Mstep: Class 18 contains 26638 members 
Mstep: Class 19 contains 45446 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 47470 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17184 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5188 members 
Mstep: Class 26 contains 50640 members 
Mstep: Class 27 contains 57099 members 
Mstep: Class 28 contains 2234 members 
Mstep: Class 29 contains 52633 members 
Mstep: Class 30 contains 56659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165712.000000 Penalty: 100613.093750
Iteration 445Q: 31 clusters Score -1.371657e+08 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 51228 members 
Mstep: Class 3 contains 49736 members 
Mstep: Class 4 contains 33862 members 
Mstep: Class 5 contains 22508 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 27852 members 
Mstep: Class 11 contains 20356 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50408 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24114 members 
Mstep: Class 17 contains 24325 members 
Mstep: Class 18 contains 26345 members 
Mstep: Class 19 contains 45394 members 
Mstep: Class 20 contains 5650 members 
Mstep: Class 21 contains 47498 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 17081 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5193 members 
Mstep: Class 26 contains 50558 members 
Mstep: Class 27 contains 56920 members 
Mstep: Class 28 contains 2233 members 
Mstep: Class 29 contains 52574 members 
Mstep: Class 30 contains 56641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165984.000000 Penalty: 100613.093750
Iteration 446Q: 31 clusters Score -1.37166e+08 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 51455 members 
Mstep: Class 3 contains 50164 members 
Mstep: Class 4 contains 33827 members 
Mstep: Class 5 contains 22518 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11856 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2299 members 
Mstep: Class 10 contains 27639 members 
Mstep: Class 11 contains 20555 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50409 members 
Mstep: Class 14 contains 6737 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24115 members 
Mstep: Class 17 contains 24310 members 
Mstep: Class 18 contains 26057 members 
Mstep: Class 19 contains 45330 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 47521 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16977 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 50350 members 
Mstep: Class 27 contains 56585 members 
Mstep: Class 28 contains 2231 members 
Mstep: Class 29 contains 52492 members 
Mstep: Class 30 contains 56535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165728.000000 Penalty: 100613.093750
Iteration 447Q: 31 clusters Score -1.371657e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 51179 members 
Mstep: Class 3 contains 50477 members 
Mstep: Class 4 contains 33846 members 
Mstep: Class 5 contains 22520 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11820 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 27473 members 
Mstep: Class 11 contains 20748 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50755 members 
Mstep: Class 14 contains 6732 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24101 members 
Mstep: Class 17 contains 24283 members 
Mstep: Class 18 contains 25783 members 
Mstep: Class 19 contains 45303 members 
Mstep: Class 20 contains 5649 members 
Mstep: Class 21 contains 47545 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16891 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5207 members 
Mstep: Class 26 contains 50184 members 
Mstep: Class 27 contains 56247 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52562 members 
Mstep: Class 30 contains 56446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165760.000000 Penalty: 100613.093750
Iteration 448Q: 31 clusters Score -1.371658e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 50807 members 
Mstep: Class 3 contains 50666 members 
Mstep: Class 4 contains 33923 members 
Mstep: Class 5 contains 22520 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11793 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 27317 members 
Mstep: Class 11 contains 20963 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51164 members 
Mstep: Class 14 contains 6723 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24099 members 
Mstep: Class 17 contains 24264 members 
Mstep: Class 18 contains 25546 members 
Mstep: Class 19 contains 45279 members 
Mstep: Class 20 contains 5651 members 
Mstep: Class 21 contains 47589 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16805 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5214 members 
Mstep: Class 26 contains 50189 members 
Mstep: Class 27 contains 56080 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52689 members 
Mstep: Class 30 contains 56285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165424.000000 Penalty: 100613.093750
Iteration 449Q: 31 clusters Score -1.371654e+08 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 50479 members 
Mstep: Class 3 contains 50790 members 
Mstep: Class 4 contains 34023 members 
Mstep: Class 5 contains 22528 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11769 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 27175 members 
Mstep: Class 11 contains 21130 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51552 members 
Mstep: Class 14 contains 6719 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24095 members 
Mstep: Class 17 contains 24244 members 
Mstep: Class 18 contains 25327 members 
Mstep: Class 19 contains 45299 members 
Mstep: Class 20 contains 5656 members 
Mstep: Class 21 contains 47596 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16719 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5225 members 
Mstep: Class 26 contains 50268 members 
Mstep: Class 27 contains 56091 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52815 members 
Mstep: Class 30 contains 56163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165680.000000 Penalty: 100613.093750
Iteration 450Q: 31 clusters Score -1.371657e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 3 contains 50944 members 
Mstep: Class 4 contains 34088 members 
Mstep: Class 5 contains 22541 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11744 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 27030 members 
Mstep: Class 11 contains 21289 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51844 members 
Mstep: Class 14 contains 6713 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24088 members 
Mstep: Class 17 contains 24227 members 
Mstep: Class 18 contains 25129 members 
Mstep: Class 19 contains 45303 members 
Mstep: Class 20 contains 5652 members 
Mstep: Class 21 contains 47599 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 50533 members 
Mstep: Class 27 contains 56168 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52893 members 
Mstep: Class 30 contains 56051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165520.000000 Penalty: 100613.093750
Iteration 451Q: 31 clusters Score -1.371655e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 50488 members 
Mstep: Class 3 contains 51029 members 
Mstep: Class 4 contains 34152 members 
Mstep: Class 5 contains 22548 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11724 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2296 members 
Mstep: Class 10 contains 26905 members 
Mstep: Class 11 contains 21424 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 52019 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24089 members 
Mstep: Class 17 contains 24208 members 
Mstep: Class 18 contains 24922 members 
Mstep: Class 19 contains 45297 members 
Mstep: Class 20 contains 5655 members 
Mstep: Class 21 contains 47606 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16564 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 50883 members 
Mstep: Class 27 contains 56300 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52812 members 
Mstep: Class 30 contains 55989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165552.000000 Penalty: 100613.093750
Iteration 452Q: 31 clusters Score -1.371656e+08 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 50911 members 
Mstep: Class 3 contains 51097 members 
Mstep: Class 4 contains 34207 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11704 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26785 members 
Mstep: Class 11 contains 21556 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51877 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24093 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 18 contains 24721 members 
Mstep: Class 19 contains 45272 members 
Mstep: Class 20 contains 5660 members 
Mstep: Class 21 contains 47635 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16496 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 51042 members 
Mstep: Class 27 contains 56451 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52604 members 
Mstep: Class 30 contains 55962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166240.000000 Penalty: 100613.093750
Iteration 453Q: 31 clusters Score -1.371662e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 51362 members 
Mstep: Class 3 contains 51192 members 
Mstep: Class 4 contains 34260 members 
Mstep: Class 5 contains 22573 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11695 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 26663 members 
Mstep: Class 11 contains 21665 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51629 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24113 members 
Mstep: Class 17 contains 24181 members 
Mstep: Class 18 contains 24527 members 
Mstep: Class 19 contains 45252 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 47681 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16434 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5230 members 
Mstep: Class 26 contains 50903 members 
Mstep: Class 27 contains 56540 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52434 members 
Mstep: Class 30 contains 55967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165872.000000 Penalty: 100613.093750
Iteration 454Q: 31 clusters Score -1.371659e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 51629 members 
Mstep: Class 3 contains 51246 members 
Mstep: Class 4 contains 34322 members 
Mstep: Class 5 contains 22584 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11688 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26535 members 
Mstep: Class 11 contains 21775 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51522 members 
Mstep: Class 14 contains 6698 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 24180 members 
Mstep: Class 18 contains 24385 members 
Mstep: Class 19 contains 45231 members 
Mstep: Class 20 contains 5660 members 
Mstep: Class 21 contains 47683 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16389 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 50648 members 
Mstep: Class 27 contains 56527 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52337 members 
Mstep: Class 30 contains 56007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165744.000000 Penalty: 100613.093750
Iteration 455Q: 31 clusters Score -1.371657e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 51584 members 
Mstep: Class 3 contains 51314 members 
Mstep: Class 4 contains 34384 members 
Mstep: Class 5 contains 22596 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26416 members 
Mstep: Class 11 contains 21897 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51544 members 
Mstep: Class 14 contains 6694 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24121 members 
Mstep: Class 17 contains 24167 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 45211 members 
Mstep: Class 20 contains 5662 members 
Mstep: Class 21 contains 47685 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16336 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 50348 members 
Mstep: Class 27 contains 56487 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52384 members 
Mstep: Class 30 contains 56041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165584.000000 Penalty: 100613.093750
Iteration 456Q: 31 clusters Score -1.371656e+08 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 51370 members 
Mstep: Class 3 contains 51317 members 
Mstep: Class 4 contains 34427 members 
Mstep: Class 5 contains 22606 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26317 members 
Mstep: Class 11 contains 22044 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51655 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24126 members 
Mstep: Class 17 contains 24161 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 45195 members 
Mstep: Class 20 contains 5664 members 
Mstep: Class 21 contains 47681 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16293 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5238 members 
Mstep: Class 26 contains 50140 members 
Mstep: Class 27 contains 56466 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52578 members 
Mstep: Class 30 contains 56026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166032.000000 Penalty: 100613.093750
Iteration 457Q: 31 clusters Score -1.37166e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 51115 members 
Mstep: Class 3 contains 51326 members 
Mstep: Class 4 contains 34483 members 
Mstep: Class 5 contains 22619 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26216 members 
Mstep: Class 11 contains 22182 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51798 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24126 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 18 contains 23956 members 
Mstep: Class 19 contains 45166 members 
Mstep: Class 20 contains 5665 members 
Mstep: Class 21 contains 47671 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16247 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 50130 members 
Mstep: Class 27 contains 56465 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52730 members 
Mstep: Class 30 contains 56019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165808.000000 Penalty: 100613.093750
Iteration 458Q: 31 clusters Score -1.371658e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 50866 members 
Mstep: Class 3 contains 51305 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 22622 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26124 members 
Mstep: Class 11 contains 22326 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51962 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24114 members 
Mstep: Class 17 contains 24145 members 
Mstep: Class 18 contains 23856 members 
Mstep: Class 19 contains 45167 members 
Mstep: Class 20 contains 5668 members 
Mstep: Class 21 contains 47682 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16202 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5238 members 
Mstep: Class 26 contains 50238 members 
Mstep: Class 27 contains 56466 members 
Mstep: Class 28 contains 2230 members 
Mstep: Class 29 contains 52873 members 
Mstep: Class 30 contains 56004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165760.000000 Penalty: 100613.093750
Iteration 459Q: 31 clusters Score -1.371658e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51240 members 
Mstep: Class 2 contains 50717 members 
Mstep: Class 3 contains 51263 members 
Mstep: Class 4 contains 34592 members 
Mstep: Class 5 contains 22626 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11676 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 22491 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51975 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24109 members 
Mstep: Class 17 contains 24142 members 
Mstep: Class 18 contains 23754 members 
Mstep: Class 19 contains 45162 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 47692 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16150 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5237 members 
Mstep: Class 26 contains 50395 members 
Mstep: Class 27 contains 56507 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 53020 members 
Mstep: Class 30 contains 55993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137165968.000000 Penalty: 100613.093750
Iteration 460F: 31 clusters Score -1.37166e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 50733 members 
Mstep: Class 3 contains 51205 members 
Mstep: Class 4 contains 34636 members 
Mstep: Class 5 contains 22635 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 25924 members 
Mstep: Class 11 contains 22638 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51878 members 
Mstep: Class 14 contains 6683 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24111 members 
Mstep: Class 17 contains 24133 members 
Mstep: Class 18 contains 23666 members 
Mstep: Class 19 contains 45163 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 47707 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16111 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5241 members 
Mstep: Class 26 contains 50592 members 
Mstep: Class 27 contains 56559 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 53074 members 
Mstep: Class 30 contains 56006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166080.000000 Penalty: 100613.093750
Iteration 461Q: 31 clusters Score -1.371661e+08 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51010 members 
Mstep: Class 2 contains 50870 members 
Mstep: Class 3 contains 51151 members 
Mstep: Class 4 contains 34671 members 
Mstep: Class 5 contains 22642 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11672 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 25838 members 
Mstep: Class 11 contains 22815 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51814 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24115 members 
Mstep: Class 17 contains 24115 members 
Mstep: Class 18 contains 23585 members 
Mstep: Class 19 contains 45173 members 
Mstep: Class 20 contains 5692 members 
Mstep: Class 21 contains 47705 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16084 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 50693 members 
Mstep: Class 27 contains 56536 members 
Mstep: Class 28 contains 2227 members 
Mstep: Class 29 contains 53023 members 
Mstep: Class 30 contains 56001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166128.000000 Penalty: 100613.093750
Iteration 462Q: 31 clusters Score -1.371661e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 50971 members 
Mstep: Class 3 contains 51140 members 
Mstep: Class 4 contains 34711 members 
Mstep: Class 5 contains 22642 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2294 members 
Mstep: Class 10 contains 25760 members 
Mstep: Class 11 contains 22977 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51752 members 
Mstep: Class 14 contains 6675 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24112 members 
Mstep: Class 17 contains 24100 members 
Mstep: Class 18 contains 23507 members 
Mstep: Class 19 contains 45164 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 47705 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16053 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5251 members 
Mstep: Class 26 contains 50763 members 
Mstep: Class 27 contains 56507 members 
Mstep: Class 28 contains 2226 members 
Mstep: Class 29 contains 52920 members 
Mstep: Class 30 contains 56015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166320.000000 Penalty: 100613.093750
Iteration 463Q: 31 clusters Score -1.371663e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 51064 members 
Mstep: Class 3 contains 51099 members 
Mstep: Class 4 contains 34753 members 
Mstep: Class 5 contains 22644 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 25672 members 
Mstep: Class 11 contains 23135 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51679 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24107 members 
Mstep: Class 17 contains 24095 members 
Mstep: Class 18 contains 23453 members 
Mstep: Class 19 contains 45192 members 
Mstep: Class 20 contains 5699 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 16022 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 50756 members 
Mstep: Class 27 contains 56566 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 52860 members 
Mstep: Class 30 contains 55994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166400.000000 Penalty: 100613.093750
Iteration 464Q: 31 clusters Score -1.371664e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 51163 members 
Mstep: Class 3 contains 51074 members 
Mstep: Class 4 contains 34779 members 
Mstep: Class 5 contains 22649 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25600 members 
Mstep: Class 11 contains 23274 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51668 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 23381 members 
Mstep: Class 19 contains 45184 members 
Mstep: Class 20 contains 5702 members 
Mstep: Class 21 contains 47707 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15992 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5258 members 
Mstep: Class 26 contains 50763 members 
Mstep: Class 27 contains 56529 members 
Mstep: Class 28 contains 2223 members 
Mstep: Class 29 contains 52819 members 
Mstep: Class 30 contains 55989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166544.000000 Penalty: 100613.093750
Iteration 465Q: 31 clusters Score -1.371665e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 51199 members 
Mstep: Class 3 contains 51072 members 
Mstep: Class 4 contains 34807 members 
Mstep: Class 5 contains 22643 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25529 members 
Mstep: Class 11 contains 23419 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51644 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 24085 members 
Mstep: Class 18 contains 23319 members 
Mstep: Class 19 contains 45165 members 
Mstep: Class 20 contains 5706 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15967 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5260 members 
Mstep: Class 26 contains 50745 members 
Mstep: Class 27 contains 56493 members 
Mstep: Class 28 contains 2222 members 
Mstep: Class 29 contains 52791 members 
Mstep: Class 30 contains 55962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166736.000000 Penalty: 100613.093750
Iteration 466Q: 31 clusters Score -1.371667e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 51194 members 
Mstep: Class 3 contains 51050 members 
Mstep: Class 4 contains 34818 members 
Mstep: Class 5 contains 22646 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25469 members 
Mstep: Class 11 contains 23550 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51623 members 
Mstep: Class 14 contains 6669 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24102 members 
Mstep: Class 17 contains 24081 members 
Mstep: Class 18 contains 23276 members 
Mstep: Class 19 contains 45156 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 47700 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15946 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 50720 members 
Mstep: Class 27 contains 56466 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 52816 members 
Mstep: Class 30 contains 55926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166560.000000 Penalty: 100613.093750
Iteration 467Q: 31 clusters Score -1.371666e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 51161 members 
Mstep: Class 3 contains 51043 members 
Mstep: Class 4 contains 34825 members 
Mstep: Class 5 contains 22645 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11671 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25418 members 
Mstep: Class 11 contains 23664 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51659 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24097 members 
Mstep: Class 17 contains 24077 members 
Mstep: Class 18 contains 23228 members 
Mstep: Class 19 contains 45142 members 
Mstep: Class 20 contains 5710 members 
Mstep: Class 21 contains 47709 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15911 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 50704 members 
Mstep: Class 27 contains 56442 members 
Mstep: Class 28 contains 2221 members 
Mstep: Class 29 contains 52835 members 
Mstep: Class 30 contains 55895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166704.000000 Penalty: 100613.093750
Iteration 468Q: 31 clusters Score -1.371667e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 51103 members 
Mstep: Class 3 contains 51019 members 
Mstep: Class 4 contains 34820 members 
Mstep: Class 5 contains 22650 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11673 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25366 members 
Mstep: Class 11 contains 23754 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51677 members 
Mstep: Class 14 contains 6666 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24092 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 18 contains 23187 members 
Mstep: Class 19 contains 45116 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 47708 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15879 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 50687 members 
Mstep: Class 27 contains 56439 members 
Mstep: Class 28 contains 2220 members 
Mstep: Class 29 contains 52900 members 
Mstep: Class 30 contains 55898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166832.000000 Penalty: 100613.093750
Iteration 469Q: 31 clusters Score -1.371668e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 51042 members 
Mstep: Class 3 contains 51021 members 
Mstep: Class 4 contains 34824 members 
Mstep: Class 5 contains 22654 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25304 members 
Mstep: Class 11 contains 23843 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51683 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24088 members 
Mstep: Class 17 contains 24084 members 
Mstep: Class 18 contains 23138 members 
Mstep: Class 19 contains 45115 members 
Mstep: Class 20 contains 5713 members 
Mstep: Class 21 contains 47706 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15845 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5254 members 
Mstep: Class 26 contains 50689 members 
Mstep: Class 27 contains 56447 members 
Mstep: Class 28 contains 2219 members 
Mstep: Class 29 contains 52928 members 
Mstep: Class 30 contains 55919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166912.000000 Penalty: 100613.093750
Iteration 470Q: 31 clusters Score -1.371669e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 50982 members 
Mstep: Class 3 contains 51039 members 
Mstep: Class 4 contains 34838 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25232 members 
Mstep: Class 11 contains 23928 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51746 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24080 members 
Mstep: Class 17 contains 24086 members 
Mstep: Class 18 contains 23105 members 
Mstep: Class 19 contains 45102 members 
Mstep: Class 20 contains 5714 members 
Mstep: Class 21 contains 47699 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15822 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50689 members 
Mstep: Class 27 contains 56434 members 
Mstep: Class 28 contains 2218 members 
Mstep: Class 29 contains 52922 members 
Mstep: Class 30 contains 55949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166944.000000 Penalty: 100613.093750
Iteration 471Q: 31 clusters Score -1.371669e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51503 members 
Mstep: Class 2 contains 50930 members 
Mstep: Class 3 contains 51060 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 22660 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11665 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25155 members 
Mstep: Class 11 contains 24031 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51765 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24079 members 
Mstep: Class 17 contains 24084 members 
Mstep: Class 18 contains 23074 members 
Mstep: Class 19 contains 45088 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 47702 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15796 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50709 members 
Mstep: Class 27 contains 56455 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52918 members 
Mstep: Class 30 contains 55973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166976.000000 Penalty: 100613.093750
Iteration 472Q: 31 clusters Score -1.37167e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 50888 members 
Mstep: Class 3 contains 51070 members 
Mstep: Class 4 contains 34873 members 
Mstep: Class 5 contains 22663 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11670 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 25087 members 
Mstep: Class 11 contains 24134 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51721 members 
Mstep: Class 14 contains 6663 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24071 members 
Mstep: Class 17 contains 24080 members 
Mstep: Class 18 contains 23051 members 
Mstep: Class 19 contains 45078 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 47696 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15775 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50758 members 
Mstep: Class 27 contains 56534 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52922 members 
Mstep: Class 30 contains 55994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166688.000000 Penalty: 100613.093750
Iteration 473Q: 31 clusters Score -1.371667e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 50904 members 
Mstep: Class 3 contains 51074 members 
Mstep: Class 4 contains 34881 members 
Mstep: Class 5 contains 22670 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11668 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 25021 members 
Mstep: Class 11 contains 24230 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51629 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 24083 members 
Mstep: Class 18 contains 23004 members 
Mstep: Class 19 contains 45077 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 47705 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15740 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 50831 members 
Mstep: Class 27 contains 56579 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52878 members 
Mstep: Class 30 contains 56050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166896.000000 Penalty: 100613.093750
Iteration 474Q: 31 clusters Score -1.371669e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51306 members 
Mstep: Class 2 contains 50976 members 
Mstep: Class 3 contains 51064 members 
Mstep: Class 4 contains 34897 members 
Mstep: Class 5 contains 22679 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11676 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 24958 members 
Mstep: Class 11 contains 24316 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51593 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 45068 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 47705 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15718 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5252 members 
Mstep: Class 26 contains 50907 members 
Mstep: Class 27 contains 56637 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52814 members 
Mstep: Class 30 contains 56078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137166960.000000 Penalty: 100613.093750
Iteration 475Q: 31 clusters Score -1.37167e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 51110 members 
Mstep: Class 3 contains 51084 members 
Mstep: Class 4 contains 34910 members 
Mstep: Class 5 contains 22687 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24914 members 
Mstep: Class 11 contains 24403 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 24083 members 
Mstep: Class 18 contains 22917 members 
Mstep: Class 19 contains 45050 members 
Mstep: Class 20 contains 5727 members 
Mstep: Class 21 contains 47701 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15698 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5255 members 
Mstep: Class 26 contains 50924 members 
Mstep: Class 27 contains 56641 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52761 members 
Mstep: Class 30 contains 56165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167248.000000 Penalty: 100613.093750
Iteration 476Q: 31 clusters Score -1.371672e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51290 members 
Mstep: Class 2 contains 51156 members 
Mstep: Class 3 contains 51106 members 
Mstep: Class 4 contains 34908 members 
Mstep: Class 5 contains 22690 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24855 members 
Mstep: Class 11 contains 24518 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51421 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24065 members 
Mstep: Class 17 contains 24077 members 
Mstep: Class 18 contains 22888 members 
Mstep: Class 19 contains 45037 members 
Mstep: Class 20 contains 5722 members 
Mstep: Class 21 contains 47695 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 15675 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 50885 members 
Mstep: Class 27 contains 56600 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52742 members 
Mstep: Class 30 contains 56219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167296.000000 Penalty: 100613.093750
Iteration 477Q: 31 clusters Score -1.371673e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 51127 members 
Mstep: Class 3 contains 51118 members 
Mstep: Class 4 contains 34922 members 
Mstep: Class 5 contains 22693 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11680 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24817 members 
Mstep: Class 11 contains 24641 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51366 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24066 members 
Mstep: Class 17 contains 24073 members 
Mstep: Class 18 contains 22862 members 
Mstep: Class 19 contains 45024 members 
Mstep: Class 20 contains 5724 members 
Mstep: Class 21 contains 47695 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15656 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5253 members 
Mstep: Class 26 contains 50860 members 
Mstep: Class 27 contains 56527 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52747 members 
Mstep: Class 30 contains 56235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137167552.000000 Penalty: 100613.093750
Iteration 478Q: 31 clusters Score -1.371676e+08 nChanged 834
Entering ConstructFrom: 
Score: -137167552.000000 Penalty: 100613.093750
Entering ConstructFrom: 
Trying to split cluster 1 (51456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Entering Unmasked Estep 
Score: -9684331.000000 Penalty: 2690.423584
	Iteration 0F: 2 clusters Score -9684331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -9652707.000000 Penalty: 5380.847168
	Iteration 0F: 3 clusters Score -9652707 nChanged 23870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -9666062.000000 Penalty: 5380.847168
	Iteration 1F: 3 clusters Score -9666062 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -9666790.000000 Penalty: 5380.847168
	Iteration 2Q: 3 clusters Score -9666790 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -9667571.000000 Penalty: 5380.847168
	Iteration 3Q: 3 clusters Score -9667571 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -9668421.000000 Penalty: 5380.847168
	Iteration 4Q: 3 clusters Score -9668421 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -9669469.000000 Penalty: 5380.847168
	Iteration 5Q: 3 clusters Score -9669469 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -9670672.000000 Penalty: 5380.847168
	Iteration 6Q: 3 clusters Score -9670672 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -9672138.000000 Penalty: 5380.847168
	Iteration 7F: 3 clusters Score -9672138 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -9673841.000000 Penalty: 5380.847168
	Iteration 8F: 3 clusters Score -9673841 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -9675736.000000 Penalty: 5380.847168
	Iteration 9Q: 3 clusters Score -9675736 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -9677231.000000 Penalty: 5380.847168
	Iteration 10Q: 3 clusters Score -9677231 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -9678174.000000 Penalty: 5380.847168
	Iteration 11Q: 3 clusters Score -9678174 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -9678724.000000 Penalty: 5380.847168
	Iteration 12Q: 3 clusters Score -9678724 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9679106.000000 Penalty: 5380.847168
	Iteration 13Q: 3 clusters Score -9679106 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -9679352.000000 Penalty: 5380.847168
	Iteration 14Q: 3 clusters Score -9679352 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -9679609.000000 Penalty: 5380.847168
	Iteration 15Q: 3 clusters Score -9679609 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -9679758.000000 Penalty: 5380.847168
	Iteration 16Q: 3 clusters Score -9679758 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -9679793.000000 Penalty: 5380.847168
	Iteration 17Q: 3 clusters Score -9679793 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -9679322.000000 Penalty: 5380.847168
	Iteration 18Q: 3 clusters Score -9679322 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -9679062.000000 Penalty: 5380.847168
	Iteration 19Q: 3 clusters Score -9679062 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9678945.000000 Penalty: 5380.847168
	Iteration 20F: 3 clusters Score -9678945 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -9679421.000000 Penalty: 5380.847168
	Iteration 21Q: 3 clusters Score -9679421 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9680122.000000 Penalty: 5380.847168
	Iteration 22Q: 3 clusters Score -9680122 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9680746.000000 Penalty: 5380.847168
	Iteration 23Q: 3 clusters Score -9680746 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9681095.000000 Penalty: 5380.847168
	Iteration 24Q: 3 clusters Score -9681095 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9681365.000000 Penalty: 5380.847168
	Iteration 25Q: 3 clusters Score -9681365 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9681477.000000 Penalty: 5380.847168
	Iteration 26Q: 3 clusters Score -9681477 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9681659.000000 Penalty: 5380.847168
	Iteration 27Q: 3 clusters Score -9681659 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9681786.000000 Penalty: 5380.847168
	Iteration 28Q: 3 clusters Score -9681786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9681828.000000 Penalty: 5380.847168
	Iteration 29Q: 3 clusters Score -9681828 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -9681888.000000 Penalty: 5380.847168
	Iteration 30Q: 3 clusters Score -9681888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -9681935.000000 Penalty: 5380.847168
	Iteration 31Q: 3 clusters Score -9681935 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9681968.000000 Penalty: 5380.847168
	Iteration 32Q: 3 clusters Score -9681968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9682011.000000 Penalty: 5380.847168
	Iteration 33Q: 3 clusters Score -9682011 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9682029.000000 Penalty: 5380.847168
	Iteration 34Q: 3 clusters Score -9682029 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9682029.000000 Penalty: 5380.847168
	Iteration 35Q: 3 clusters Score -9682029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50890 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9682029.000000 Penalty: 5380.847168
	Iteration 36Q: 3 clusters Score -9682029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9682046.000000 Penalty: 5380.847168
	Iteration 37Q: 3 clusters Score -9682046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9682050.000000 Penalty: 5380.847168
	Iteration 38Q: 3 clusters Score -9682050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9682056.000000 Penalty: 5380.847168
	Iteration 39Q: 3 clusters Score -9682056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50942 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9682062.000000 Penalty: 5380.847168
	Iteration 40F: 3 clusters Score -9682062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9682062.000000 Penalty: 5380.847168
	Iteration 41Q: 3 clusters Score -9682062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9682070.000000 Penalty: 5380.847168
	Iteration 42Q: 3 clusters Score -9682070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9682084.000000 Penalty: 5380.847168
	Iteration 43Q: 3 clusters Score -9682084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9682082.000000 Penalty: 5380.847168
	Iteration 44Q: 3 clusters Score -9682082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9682090.000000 Penalty: 5380.847168
	Iteration 45Q: 3 clusters Score -9682090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9682091.000000 Penalty: 5380.847168
	Iteration 46Q: 3 clusters Score -9682091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9682092.000000 Penalty: 5380.847168
	Iteration 47Q: 3 clusters Score -9682092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -9682102.000000 Penalty: 5380.847168
	Iteration 48Q: 3 clusters Score -9682102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9682100.000000 Penalty: 5380.847168
	Iteration 49Q: 3 clusters Score -9682100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9682105.000000 Penalty: 5380.847168
	Iteration 50Q: 3 clusters Score -9682105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9682108.000000 Penalty: 5380.847168
	Iteration 51Q: 3 clusters Score -9682108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51011 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9682118.000000 Penalty: 5380.847168
	Iteration 52Q: 3 clusters Score -9682118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51016 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9682115.000000 Penalty: 5380.847168
	Iteration 53Q: 3 clusters Score -9682115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51022 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9682130.000000 Penalty: 5380.847168
	Iteration 54Q: 3 clusters Score -9682130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51025 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9682126.000000 Penalty: 5380.847168
	Iteration 55Q: 3 clusters Score -9682126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9682141.000000 Penalty: 5380.847168
	Iteration 56Q: 3 clusters Score -9682141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9682131.000000 Penalty: 5380.847168
	Iteration 57Q: 3 clusters Score -9682131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51032 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9682139.000000 Penalty: 5380.847168
	Iteration 58Q: 3 clusters Score -9682139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9682136.000000 Penalty: 5380.847168
	Iteration 59Q: 3 clusters Score -9682136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9682136.000000 Penalty: 5380.847168
	Iteration 60F: 3 clusters Score -9682136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51034 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9682132.000000 Penalty: 5380.847168
	Iteration 61Q: 3 clusters Score -9682132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9682142.000000 Penalty: 5380.847168
	Iteration 62Q: 3 clusters Score -9682142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9682142.000000 Penalty: 5380.847168
	Iteration 63Q: 3 clusters Score -9682142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9682158.000000 Penalty: 5380.847168
	Iteration 64Q: 3 clusters Score -9682158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9682160.000000 Penalty: 5380.847168
	Iteration 65Q: 3 clusters Score -9682160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9682150.000000 Penalty: 5380.847168
	Iteration 66Q: 3 clusters Score -9682150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9682153.000000 Penalty: 5380.847168
	Iteration 67Q: 3 clusters Score -9682153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9682153.000000 Penalty: 5380.847168
	Iteration 68F: 3 clusters Score -9682153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Entering Unmasked Estep 
Score: -9622259.000000 Penalty: 2688.745605
	Iteration 0F: 2 clusters Score -9622259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -9590815.000000 Penalty: 5377.491211
	Iteration 0F: 3 clusters Score -9590815 nChanged 23559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -9603674.000000 Penalty: 5377.491211
	Iteration 1F: 3 clusters Score -9603674 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -9604189.000000 Penalty: 5377.491211
	Iteration 2Q: 3 clusters Score -9604189 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -9604674.000000 Penalty: 5377.491211
	Iteration 3Q: 3 clusters Score -9604674 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9605112.000000 Penalty: 5377.491211
	Iteration 4Q: 3 clusters Score -9605112 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -9605642.000000 Penalty: 5377.491211
	Iteration 5Q: 3 clusters Score -9605642 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -9606356.000000 Penalty: 5377.491211
	Iteration 6Q: 3 clusters Score -9606356 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9607195.000000 Penalty: 5377.491211
	Iteration 7Q: 3 clusters Score -9607195 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -9608366.000000 Penalty: 5377.491211
	Iteration 8Q: 3 clusters Score -9608366 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9609988.000000 Penalty: 5377.491211
	Iteration 9Q: 3 clusters Score -9609988 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -9611848.000000 Penalty: 5377.491211
	Iteration 10F: 3 clusters Score -9611848 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -9613298.000000 Penalty: 5377.491211
	Iteration 11Q: 3 clusters Score -9613298 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -9613907.000000 Penalty: 5377.491211
	Iteration 12Q: 3 clusters Score -9613907 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -9614076.000000 Penalty: 5377.491211
	Iteration 13Q: 3 clusters Score -9614076 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -9614180.000000 Penalty: 5377.491211
	Iteration 14Q: 3 clusters Score -9614180 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -9614196.000000 Penalty: 5377.491211
	Iteration 15Q: 3 clusters Score -9614196 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -9614262.000000 Penalty: 5377.491211
	Iteration 16Q: 3 clusters Score -9614262 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9614235.000000 Penalty: 5377.491211
	Iteration 17Q: 3 clusters Score -9614235 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -9614269.000000 Penalty: 5377.491211
	Iteration 18Q: 3 clusters Score -9614269 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -9614323.000000 Penalty: 5377.491211
	Iteration 19Q: 3 clusters Score -9614323 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -9614393.000000 Penalty: 5377.491211
	Iteration 20F: 3 clusters Score -9614393 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -9614567.000000 Penalty: 5377.491211
	Iteration 21Q: 3 clusters Score -9614567 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -9614635.000000 Penalty: 5377.491211
	Iteration 22Q: 3 clusters Score -9614635 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -9614849.000000 Penalty: 5377.491211
	Iteration 23Q: 3 clusters Score -9614849 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -9615053.000000 Penalty: 5377.491211
	Iteration 24Q: 3 clusters Score -9615053 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -9615412.000000 Penalty: 5377.491211
	Iteration 25Q: 3 clusters Score -9615412 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -9615835.000000 Penalty: 5377.491211
	Iteration 26Q: 3 clusters Score -9615835 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -9616371.000000 Penalty: 5377.491211
	Iteration 27Q: 3 clusters Score -9616371 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -9617081.000000 Penalty: 5377.491211
	Iteration 28Q: 3 clusters Score -9617081 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9617802.000000 Penalty: 5377.491211
	Iteration 29Q: 3 clusters Score -9617802 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -9618467.000000 Penalty: 5377.491211
	Iteration 30Q: 3 clusters Score -9618467 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -9619183.000000 Penalty: 5377.491211
	Iteration 31Q: 3 clusters Score -9619183 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -9619694.000000 Penalty: 5377.491211
	Iteration 32Q: 3 clusters Score -9619694 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -9620120.000000 Penalty: 5377.491211
	Iteration 33Q: 3 clusters Score -9620120 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -9620603.000000 Penalty: 5377.491211
	Iteration 34Q: 3 clusters Score -9620603 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -9620913.000000 Penalty: 5377.491211
	Iteration 35Q: 3 clusters Score -9620913 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -9621206.000000 Penalty: 5377.491211
	Iteration 36Q: 3 clusters Score -9621206 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -9621412.000000 Penalty: 5377.491211
	Iteration 37Q: 3 clusters Score -9621412 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -9621537.000000 Penalty: 5377.491211
	Iteration 38Q: 3 clusters Score -9621537 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -9621646.000000 Penalty: 5377.491211
	Iteration 39Q: 3 clusters Score -9621646 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -9621857.000000 Penalty: 5377.491211
	Iteration 40F: 3 clusters Score -9621857 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -9621959.000000 Penalty: 5377.491211
	Iteration 41Q: 3 clusters Score -9621959 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -9622037.000000 Penalty: 5377.491211
	Iteration 42Q: 3 clusters Score -9622037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -9622078.000000 Penalty: 5377.491211
	Iteration 43Q: 3 clusters Score -9622078 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -9622094.000000 Penalty: 5377.491211
	Iteration 44Q: 3 clusters Score -9622094 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -9622101.000000 Penalty: 5377.491211
	Iteration 45Q: 3 clusters Score -9622101 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -9622152.000000 Penalty: 5377.491211
	Iteration 46Q: 3 clusters Score -9622152 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -9622150.000000 Penalty: 5377.491211
	Iteration 47Q: 3 clusters Score -9622150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -9622140.000000 Penalty: 5377.491211
	Iteration 48Q: 3 clusters Score -9622140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -9622140.000000 Penalty: 5377.491211
	Iteration 49Q: 3 clusters Score -9622140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -9622154.000000 Penalty: 5377.491211
	Iteration 50Q: 3 clusters Score -9622154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -9622134.000000 Penalty: 5377.491211
	Iteration 51Q: 3 clusters Score -9622134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -9622153.000000 Penalty: 5377.491211
	Iteration 52Q: 3 clusters Score -9622153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -9622160.000000 Penalty: 5377.491211
	Iteration 53Q: 3 clusters Score -9622160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -9622152.000000 Penalty: 5377.491211
	Iteration 54Q: 3 clusters Score -9622152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9622165.000000 Penalty: 5377.491211
	Iteration 55Q: 3 clusters Score -9622165 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -9622182.000000 Penalty: 5377.491211
	Iteration 56Q: 3 clusters Score -9622182 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -9622173.000000 Penalty: 5377.491211
	Iteration 57Q: 3 clusters Score -9622173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -9622174.000000 Penalty: 5377.491211
	Iteration 58Q: 3 clusters Score -9622174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -9622172.000000 Penalty: 5377.491211
	Iteration 59Q: 3 clusters Score -9622172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -9622159.000000 Penalty: 5377.491211
	Iteration 60F: 3 clusters Score -9622159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 36998 members 
Entering Unmasked Estep 
Score: -9622165.000000 Penalty: 5377.491211
	Iteration 61Q: 3 clusters Score -9622165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -9622162.000000 Penalty: 5377.491211
	Iteration 62Q: 3 clusters Score -9622162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -9622155.000000 Penalty: 5377.491211
	Iteration 63Q: 3 clusters Score -9622155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -9622167.000000 Penalty: 5377.491211
	Iteration 64Q: 3 clusters Score -9622167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -9622154.000000 Penalty: 5377.491211
	Iteration 65Q: 3 clusters Score -9622154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -9622156.000000 Penalty: 5377.491211
	Iteration 66Q: 3 clusters Score -9622156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -9622146.000000 Penalty: 5377.491211
	Iteration 67Q: 3 clusters Score -9622146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -9622151.000000 Penalty: 5377.491211
	Iteration 68Q: 3 clusters Score -9622151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 37106 members 
Entering Unmasked Estep 
Score: -9622159.000000 Penalty: 5377.491211
	Iteration 69Q: 3 clusters Score -9622159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -9622150.000000 Penalty: 5377.491211
	Iteration 70Q: 3 clusters Score -9622150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -9622145.000000 Penalty: 5377.491211
	Iteration 71Q: 3 clusters Score -9622145 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -9622164.000000 Penalty: 5377.491211
	Iteration 72Q: 3 clusters Score -9622164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -9622159.000000 Penalty: 5377.491211
	Iteration 73Q: 3 clusters Score -9622159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9622160.000000 Penalty: 5377.491211
	Iteration 74Q: 3 clusters Score -9622160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9622167.000000 Penalty: 5377.491211
	Iteration 75Q: 3 clusters Score -9622167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -9622160.000000 Penalty: 5377.491211
	Iteration 76Q: 3 clusters Score -9622160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -9622161.000000 Penalty: 5377.491211
	Iteration 77Q: 3 clusters Score -9622161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -9622158.000000 Penalty: 5377.491211
	Iteration 78Q: 3 clusters Score -9622158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -9622162.000000 Penalty: 5377.491211
	Iteration 79Q: 3 clusters Score -9622162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -9622163.000000 Penalty: 5377.491211
	Iteration 80F: 3 clusters Score -9622163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (51119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Entering Unmasked Estep 
Score: -9533224.000000 Penalty: 2688.793945
	Iteration 0F: 2 clusters Score -9533224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -9501161.000000 Penalty: 5377.587891
	Iteration 0F: 3 clusters Score -9501161 nChanged 23665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -9514553.000000 Penalty: 5377.587891
	Iteration 1F: 3 clusters Score -9514553 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -9515741.000000 Penalty: 5377.587891
	Iteration 2Q: 3 clusters Score -9515741 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -9517703.000000 Penalty: 5377.587891
	Iteration 3F: 3 clusters Score -9517703 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -9520625.000000 Penalty: 5377.587891
	Iteration 4F: 3 clusters Score -9520625 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -9524404.000000 Penalty: 5377.587891
	Iteration 5F: 3 clusters Score -9524404 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -9527907.000000 Penalty: 5377.587891
	Iteration 6F: 3 clusters Score -9527907 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -9530266.000000 Penalty: 5377.587891
	Iteration 7F: 3 clusters Score -9530266 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -9531525.000000 Penalty: 5377.587891
	Iteration 8Q: 3 clusters Score -9531525 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -9532120.000000 Penalty: 5377.587891
	Iteration 9Q: 3 clusters Score -9532120 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -9532597.000000 Penalty: 5377.587891
	Iteration 10Q: 3 clusters Score -9532597 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9533055.000000 Penalty: 5377.587891
	Iteration 11Q: 3 clusters Score -9533055 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -9533405.000000 Penalty: 5377.587891
	Iteration 12Q: 3 clusters Score -9533405 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -9533640.000000 Penalty: 5377.587891
	Iteration 13Q: 3 clusters Score -9533640 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -9533818.000000 Penalty: 5377.587891
	Iteration 14Q: 3 clusters Score -9533818 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -9533894.000000 Penalty: 5377.587891
	Iteration 15Q: 3 clusters Score -9533894 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -9533984.000000 Penalty: 5377.587891
	Iteration 16Q: 3 clusters Score -9533984 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -9534081.000000 Penalty: 5377.587891
	Iteration 17Q: 3 clusters Score -9534081 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -9534107.000000 Penalty: 5377.587891
	Iteration 18Q: 3 clusters Score -9534107 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -9534093.000000 Penalty: 5377.587891
	Iteration 19Q: 3 clusters Score -9534093 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -9534101.000000 Penalty: 5377.587891
	Iteration 20F: 3 clusters Score -9534101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -9534100.000000 Penalty: 5377.587891
	Iteration 21Q: 3 clusters Score -9534100 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -9534113.000000 Penalty: 5377.587891
	Iteration 22Q: 3 clusters Score -9534113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -9534114.000000 Penalty: 5377.587891
	Iteration 23Q: 3 clusters Score -9534114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 35592 members 
Entering Unmasked Estep 
Score: -9534134.000000 Penalty: 5377.587891
	Iteration 24Q: 3 clusters Score -9534134 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -9534134.000000 Penalty: 5377.587891
	Iteration 25Q: 3 clusters Score -9534134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -9534131.000000 Penalty: 5377.587891
	Iteration 26Q: 3 clusters Score -9534131 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -9534147.000000 Penalty: 5377.587891
	Iteration 27Q: 3 clusters Score -9534147 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -9534140.000000 Penalty: 5377.587891
	Iteration 28Q: 3 clusters Score -9534140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -9534142.000000 Penalty: 5377.587891
	Iteration 29Q: 3 clusters Score -9534142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -9534137.000000 Penalty: 5377.587891
	Iteration 30Q: 3 clusters Score -9534137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -9534139.000000 Penalty: 5377.587891
	Iteration 31Q: 3 clusters Score -9534139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -9534140.000000 Penalty: 5377.587891
	Iteration 32Q: 3 clusters Score -9534140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 35330 members 
Entering Unmasked Estep 
Score: -9534127.000000 Penalty: 5377.587891
	Iteration 33Q: 3 clusters Score -9534127 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -9534126.000000 Penalty: 5377.587891
	Iteration 34Q: 3 clusters Score -9534126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -9534129.000000 Penalty: 5377.587891
	Iteration 35Q: 3 clusters Score -9534129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -9534131.000000 Penalty: 5377.587891
	Iteration 36Q: 3 clusters Score -9534131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -9534119.000000 Penalty: 5377.587891
	Iteration 37Q: 3 clusters Score -9534119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -9534132.000000 Penalty: 5377.587891
	Iteration 38Q: 3 clusters Score -9534132 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -9534132.000000 Penalty: 5377.587891
	Iteration 39Q: 3 clusters Score -9534132 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9534121.000000 Penalty: 5377.587891
	Iteration 40F: 3 clusters Score -9534121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -9534119.000000 Penalty: 5377.587891
	Iteration 41Q: 3 clusters Score -9534119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9534117.000000 Penalty: 5377.587891
	Iteration 42Q: 3 clusters Score -9534117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -9534104.000000 Penalty: 5377.587891
	Iteration 43Q: 3 clusters Score -9534104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -9534100.000000 Penalty: 5377.587891
	Iteration 44Q: 3 clusters Score -9534100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -9534086.000000 Penalty: 5377.587891
	Iteration 45Q: 3 clusters Score -9534086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9534087.000000 Penalty: 5377.587891
	Iteration 46Q: 3 clusters Score -9534087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -9534078.000000 Penalty: 5377.587891
	Iteration 47Q: 3 clusters Score -9534078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -9534094.000000 Penalty: 5377.587891
	Iteration 48Q: 3 clusters Score -9534094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -9534088.000000 Penalty: 5377.587891
	Iteration 49Q: 3 clusters Score -9534088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -9534074.000000 Penalty: 5377.587891
	Iteration 50Q: 3 clusters Score -9534074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -9534089.000000 Penalty: 5377.587891
	Iteration 51Q: 3 clusters Score -9534089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -9534090.000000 Penalty: 5377.587891
	Iteration 52Q: 3 clusters Score -9534090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -9534091.000000 Penalty: 5377.587891
	Iteration 53Q: 3 clusters Score -9534091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -9534085.000000 Penalty: 5377.587891
	Iteration 54Q: 3 clusters Score -9534085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -9534095.000000 Penalty: 5377.587891
	Iteration 55Q: 3 clusters Score -9534095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -9534083.000000 Penalty: 5377.587891
	Iteration 56Q: 3 clusters Score -9534083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -9534085.000000 Penalty: 5377.587891
	Iteration 57Q: 3 clusters Score -9534085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -9534084.000000 Penalty: 5377.587891
	Iteration 58Q: 3 clusters Score -9534084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -9534069.000000 Penalty: 5377.587891
	Iteration 59Q: 3 clusters Score -9534069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -9534073.000000 Penalty: 5377.587891
	Iteration 60F: 3 clusters Score -9534073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -9534076.000000 Penalty: 5377.587891
	Iteration 61Q: 3 clusters Score -9534076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -9534070.000000 Penalty: 5377.587891
	Iteration 62Q: 3 clusters Score -9534070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9534065.000000 Penalty: 5377.587891
	Iteration 63Q: 3 clusters Score -9534065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9534065.000000 Penalty: 5377.587891
	Iteration 64F: 3 clusters Score -9534065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 22693 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24775 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51378 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 47685 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50862 members 
Mstep: Class 27 contains 56465 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 56256 members 
Mstep: Class 31 contains 34871 members 
Entering Unmasked Estep 
Score: -137167936.000000 Penalty: 103966.859375
Splitting cluster 3 changes total score from -137167552.000000 to -137167936.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 4 (34916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Entering Unmasked Estep 
Score: -6530218.000000 Penalty: 2594.253662
	Iteration 0F: 2 clusters Score -6530218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -6506569.500000 Penalty: 5188.507324
	Iteration 0F: 3 clusters Score -6506570 nChanged 15776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -6515060.000000 Penalty: 5188.507324
	Iteration 1F: 3 clusters Score -6515060 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -6515597.000000 Penalty: 5188.507324
	Iteration 2Q: 3 clusters Score -6515597 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6516080.500000 Penalty: 5188.507324
	Iteration 3Q: 3 clusters Score -6516080 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -6516787.000000 Penalty: 5188.507324
	Iteration 4Q: 3 clusters Score -6516787 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -6517869.000000 Penalty: 5188.507324
	Iteration 5F: 3 clusters Score -6517869 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -6519499.000000 Penalty: 5188.507324
	Iteration 6F: 3 clusters Score -6519499 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -6521901.000000 Penalty: 5188.507324
	Iteration 7F: 3 clusters Score -6521901 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6524519.000000 Penalty: 5188.507324
	Iteration 8F: 3 clusters Score -6524519 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -6526368.500000 Penalty: 5188.507324
	Iteration 9F: 3 clusters Score -6526368 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -6527279.500000 Penalty: 5188.507324
	Iteration 10Q: 3 clusters Score -6527280 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -6527647.500000 Penalty: 5188.507324
	Iteration 11Q: 3 clusters Score -6527648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -6527792.000000 Penalty: 5188.507324
	Iteration 12Q: 3 clusters Score -6527792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -6527861.000000 Penalty: 5188.507324
	Iteration 13Q: 3 clusters Score -6527861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6527899.500000 Penalty: 5188.507324
	Iteration 14Q: 3 clusters Score -6527900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -6527931.500000 Penalty: 5188.507324
	Iteration 15Q: 3 clusters Score -6527932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6527940.000000 Penalty: 5188.507324
	Iteration 16Q: 3 clusters Score -6527940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6527951.500000 Penalty: 5188.507324
	Iteration 17Q: 3 clusters Score -6527952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6527953.000000 Penalty: 5188.507324
	Iteration 18Q: 3 clusters Score -6527953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6527963.500000 Penalty: 5188.507324
	Iteration 19Q: 3 clusters Score -6527964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6527968.500000 Penalty: 5188.507324
	Iteration 20F: 3 clusters Score -6527968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6527968.000000 Penalty: 5188.507324
	Iteration 21Q: 3 clusters Score -6527968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -6527968.000000 Penalty: 5188.507324
	Iteration 22F: 3 clusters Score -6527968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (22693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Entering Unmasked Estep 
Score: -4242770.000000 Penalty: 2487.393311
	Iteration 0F: 2 clusters Score -4242770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -4226994.500000 Penalty: 4974.786621
	Iteration 0F: 3 clusters Score -4226994 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -4232202.500000 Penalty: 4974.786621
	Iteration 1F: 3 clusters Score -4232202 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -4232585.000000 Penalty: 4974.786621
	Iteration 2Q: 3 clusters Score -4232585 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -4232844.500000 Penalty: 4974.786621
	Iteration 3Q: 3 clusters Score -4232844 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -4233055.000000 Penalty: 4974.786621
	Iteration 4Q: 3 clusters Score -4233055 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -4233251.000000 Penalty: 4974.786621
	Iteration 5Q: 3 clusters Score -4233251 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -4233414.500000 Penalty: 4974.786621
	Iteration 6Q: 3 clusters Score -4233414 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -4233547.500000 Penalty: 4974.786621
	Iteration 7Q: 3 clusters Score -4233548 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -4233680.500000 Penalty: 4974.786621
	Iteration 8Q: 3 clusters Score -4233680 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -4233792.000000 Penalty: 4974.786621
	Iteration 9Q: 3 clusters Score -4233792 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -4233939.000000 Penalty: 4974.786621
	Iteration 10Q: 3 clusters Score -4233939 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -4234090.000000 Penalty: 4974.786621
	Iteration 11Q: 3 clusters Score -4234090 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4234273.500000 Penalty: 4974.786621
	Iteration 12Q: 3 clusters Score -4234274 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -4234497.500000 Penalty: 4974.786621
	Iteration 13Q: 3 clusters Score -4234498 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -4234801.500000 Penalty: 4974.786621
	Iteration 14Q: 3 clusters Score -4234802 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -4235200.000000 Penalty: 4974.786621
	Iteration 15Q: 3 clusters Score -4235200 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -4235678.500000 Penalty: 4974.786621
	Iteration 16Q: 3 clusters Score -4235678 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -4236194.500000 Penalty: 4974.786621
	Iteration 17Q: 3 clusters Score -4236194 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4236719.500000 Penalty: 4974.786621
	Iteration 18Q: 3 clusters Score -4236720 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4237208.000000 Penalty: 4974.786621
	Iteration 19Q: 3 clusters Score -4237208 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4237610.000000 Penalty: 4974.786621
	Iteration 20F: 3 clusters Score -4237610 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -4237961.500000 Penalty: 4974.786621
	Iteration 21Q: 3 clusters Score -4237962 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -4238257.000000 Penalty: 4974.786621
	Iteration 22Q: 3 clusters Score -4238257 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -4238469.500000 Penalty: 4974.786621
	Iteration 23Q: 3 clusters Score -4238470 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -4238692.000000 Penalty: 4974.786621
	Iteration 24Q: 3 clusters Score -4238692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -4238901.000000 Penalty: 4974.786621
	Iteration 25Q: 3 clusters Score -4238901 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4239083.500000 Penalty: 4974.786621
	Iteration 26Q: 3 clusters Score -4239084 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4239226.500000 Penalty: 4974.786621
	Iteration 27Q: 3 clusters Score -4239226 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4239376.500000 Penalty: 4974.786621
	Iteration 28Q: 3 clusters Score -4239376 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -4239533.500000 Penalty: 4974.786621
	Iteration 29Q: 3 clusters Score -4239534 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4239650.500000 Penalty: 4974.786621
	Iteration 30Q: 3 clusters Score -4239650 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4239775.000000 Penalty: 4974.786621
	Iteration 31Q: 3 clusters Score -4239775 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4239891.500000 Penalty: 4974.786621
	Iteration 32Q: 3 clusters Score -4239892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -4240003.500000 Penalty: 4974.786621
	Iteration 33Q: 3 clusters Score -4240004 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4240109.500000 Penalty: 4974.786621
	Iteration 34Q: 3 clusters Score -4240110 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4240208.500000 Penalty: 4974.786621
	Iteration 35Q: 3 clusters Score -4240208 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4240268.500000 Penalty: 4974.786621
	Iteration 36Q: 3 clusters Score -4240268 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4240324.000000 Penalty: 4974.786621
	Iteration 37Q: 3 clusters Score -4240324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4240383.500000 Penalty: 4974.786621
	Iteration 38Q: 3 clusters Score -4240384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4240426.000000 Penalty: 4974.786621
	Iteration 39Q: 3 clusters Score -4240426 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4240466.000000 Penalty: 4974.786621
	Iteration 40F: 3 clusters Score -4240466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4240493.000000 Penalty: 4974.786621
	Iteration 41Q: 3 clusters Score -4240493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4240519.000000 Penalty: 4974.786621
	Iteration 42Q: 3 clusters Score -4240519 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4240541.000000 Penalty: 4974.786621
	Iteration 43Q: 3 clusters Score -4240541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4240555.500000 Penalty: 4974.786621
	Iteration 44Q: 3 clusters Score -4240556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4240566.500000 Penalty: 4974.786621
	Iteration 45Q: 3 clusters Score -4240566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4240580.500000 Penalty: 4974.786621
	Iteration 46Q: 3 clusters Score -4240580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4240583.500000 Penalty: 4974.786621
	Iteration 47Q: 3 clusters Score -4240584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4240589.000000 Penalty: 4974.786621
	Iteration 48Q: 3 clusters Score -4240589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -4240592.500000 Penalty: 4974.786621
	Iteration 49Q: 3 clusters Score -4240592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4240603.500000 Penalty: 4974.786621
	Iteration 50Q: 3 clusters Score -4240604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4240606.500000 Penalty: 4974.786621
	Iteration 51Q: 3 clusters Score -4240606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4240606.000000 Penalty: 4974.786621
	Iteration 52Q: 3 clusters Score -4240606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4240612.000000 Penalty: 4974.786621
	Iteration 53Q: 3 clusters Score -4240612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4240614.500000 Penalty: 4974.786621
	Iteration 54Q: 3 clusters Score -4240614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4240621.500000 Penalty: 4974.786621
	Iteration 55Q: 3 clusters Score -4240622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4240618.500000 Penalty: 4974.786621
	Iteration 56Q: 3 clusters Score -4240618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4240621.000000 Penalty: 4974.786621
	Iteration 57Q: 3 clusters Score -4240621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4240619.000000 Penalty: 4974.786621
	Iteration 58Q: 3 clusters Score -4240619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4240621.000000 Penalty: 4974.786621
	Iteration 59Q: 3 clusters Score -4240621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4240621.000000 Penalty: 4974.786621
	Iteration 60F: 3 clusters Score -4240621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Entering Unmasked Estep 
Score: -47920.980469 Penalty: 1554.735840
	Iteration 0F: 2 clusters Score -47920.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46715.976562 Penalty: 3109.471680
	Iteration 0F: 3 clusters Score -46715.98 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47323.199219 Penalty: 3109.471680
	Iteration 1F: 3 clusters Score -47323.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -47802.921875 Penalty: 3109.471680
	Iteration 2F: 3 clusters Score -47802.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -48108.855469 Penalty: 3109.471680
	Iteration 3Q: 3 clusters Score -48108.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48240.457031 Penalty: 3109.471680
	Iteration 4Q: 3 clusters Score -48240.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48308.644531 Penalty: 3109.471680
	Iteration 5Q: 3 clusters Score -48308.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -48357.738281 Penalty: 3109.471680
	Iteration 6Q: 3 clusters Score -48357.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48363.539062 Penalty: 3109.471680
	Iteration 7Q: 3 clusters Score -48363.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48363.539062 Penalty: 3109.471680
	Iteration 8F: 3 clusters Score -48363.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 22693 members 
Mstep: Class 6 contains 170 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24775 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51378 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 47685 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50862 members 
Mstep: Class 27 contains 56465 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 56256 members 
Mstep: Class 31 contains 34871 members 
Mstep: Class 32 contains 358 members 
Entering Unmasked Estep 
Score: -137166688.000000 Penalty: 107320.632812
Splitting cluster 6 changes total score from -137167552.000000 to -137166688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (11678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Entering Unmasked Estep 
Score: -2164076.250000 Penalty: 2322.634766
	Iteration 0F: 2 clusters Score -2164076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2155351.000000 Penalty: 4645.269531
	Iteration 0F: 3 clusters Score -2155351 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2158024.500000 Penalty: 4645.269531
	Iteration 1F: 3 clusters Score -2158024 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2158451.500000 Penalty: 4645.269531
	Iteration 2F: 3 clusters Score -2158452 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2158752.500000 Penalty: 4645.269531
	Iteration 3F: 3 clusters Score -2158752 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2159012.500000 Penalty: 4645.269531
	Iteration 4Q: 3 clusters Score -2159012 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2159212.750000 Penalty: 4645.269531
	Iteration 5Q: 3 clusters Score -2159213 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2159418.500000 Penalty: 4645.269531
	Iteration 6Q: 3 clusters Score -2159418 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2159584.000000 Penalty: 4645.269531
	Iteration 7Q: 3 clusters Score -2159584 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2159743.000000 Penalty: 4645.269531
	Iteration 8Q: 3 clusters Score -2159743 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2159903.250000 Penalty: 4645.269531
	Iteration 9Q: 3 clusters Score -2159903 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -2160054.000000 Penalty: 4645.269531
	Iteration 10Q: 3 clusters Score -2160054 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2160208.750000 Penalty: 4645.269531
	Iteration 11Q: 3 clusters Score -2160209 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2160376.500000 Penalty: 4645.269531
	Iteration 12Q: 3 clusters Score -2160376 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2160521.500000 Penalty: 4645.269531
	Iteration 13Q: 3 clusters Score -2160522 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2160650.000000 Penalty: 4645.269531
	Iteration 14Q: 3 clusters Score -2160650 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2160751.750000 Penalty: 4645.269531
	Iteration 15Q: 3 clusters Score -2160752 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2160832.000000 Penalty: 4645.269531
	Iteration 16Q: 3 clusters Score -2160832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2160893.250000 Penalty: 4645.269531
	Iteration 17Q: 3 clusters Score -2160893 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2160951.500000 Penalty: 4645.269531
	Iteration 18Q: 3 clusters Score -2160952 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2160989.750000 Penalty: 4645.269531
	Iteration 19Q: 3 clusters Score -2160990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2161022.000000 Penalty: 4645.269531
	Iteration 20F: 3 clusters Score -2161022 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2161061.750000 Penalty: 4645.269531
	Iteration 21Q: 3 clusters Score -2161062 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2161103.250000 Penalty: 4645.269531
	Iteration 22Q: 3 clusters Score -2161103 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2161129.500000 Penalty: 4645.269531
	Iteration 23Q: 3 clusters Score -2161130 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2161161.000000 Penalty: 4645.269531
	Iteration 24Q: 3 clusters Score -2161161 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2161195.000000 Penalty: 4645.269531
	Iteration 25Q: 3 clusters Score -2161195 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2161228.000000 Penalty: 4645.269531
	Iteration 26Q: 3 clusters Score -2161228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2161253.750000 Penalty: 4645.269531
	Iteration 27Q: 3 clusters Score -2161254 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2161274.750000 Penalty: 4645.269531
	Iteration 28Q: 3 clusters Score -2161275 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2161309.250000 Penalty: 4645.269531
	Iteration 29Q: 3 clusters Score -2161309 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2161344.500000 Penalty: 4645.269531
	Iteration 30Q: 3 clusters Score -2161344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2161380.000000 Penalty: 4645.269531
	Iteration 31Q: 3 clusters Score -2161380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2161434.500000 Penalty: 4645.269531
	Iteration 32Q: 3 clusters Score -2161434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2161469.500000 Penalty: 4645.269531
	Iteration 33Q: 3 clusters Score -2161470 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2161508.000000 Penalty: 4645.269531
	Iteration 34Q: 3 clusters Score -2161508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2161537.500000 Penalty: 4645.269531
	Iteration 35Q: 3 clusters Score -2161538 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2161576.000000 Penalty: 4645.269531
	Iteration 36Q: 3 clusters Score -2161576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2161638.000000 Penalty: 4645.269531
	Iteration 37Q: 3 clusters Score -2161638 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2161668.000000 Penalty: 4645.269531
	Iteration 38Q: 3 clusters Score -2161668 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2161707.250000 Penalty: 4645.269531
	Iteration 39Q: 3 clusters Score -2161707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2161732.500000 Penalty: 4645.269531
	Iteration 40F: 3 clusters Score -2161732 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2161759.750000 Penalty: 4645.269531
	Iteration 41Q: 3 clusters Score -2161760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2161774.000000 Penalty: 4645.269531
	Iteration 42Q: 3 clusters Score -2161774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2161789.250000 Penalty: 4645.269531
	Iteration 43Q: 3 clusters Score -2161789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2161810.250000 Penalty: 4645.269531
	Iteration 44Q: 3 clusters Score -2161810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2161824.750000 Penalty: 4645.269531
	Iteration 45Q: 3 clusters Score -2161825 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2161851.250000 Penalty: 4645.269531
	Iteration 46Q: 3 clusters Score -2161851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2161866.750000 Penalty: 4645.269531
	Iteration 47Q: 3 clusters Score -2161867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2161881.750000 Penalty: 4645.269531
	Iteration 48Q: 3 clusters Score -2161882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2161914.500000 Penalty: 4645.269531
	Iteration 49Q: 3 clusters Score -2161914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2161929.500000 Penalty: 4645.269531
	Iteration 50Q: 3 clusters Score -2161930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2161943.500000 Penalty: 4645.269531
	Iteration 51Q: 3 clusters Score -2161944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2161952.250000 Penalty: 4645.269531
	Iteration 52Q: 3 clusters Score -2161952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2161973.250000 Penalty: 4645.269531
	Iteration 53Q: 3 clusters Score -2161973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2161984.000000 Penalty: 4645.269531
	Iteration 54Q: 3 clusters Score -2161984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2161997.750000 Penalty: 4645.269531
	Iteration 55Q: 3 clusters Score -2161998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2162008.500000 Penalty: 4645.269531
	Iteration 56Q: 3 clusters Score -2162008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2162014.500000 Penalty: 4645.269531
	Iteration 57Q: 3 clusters Score -2162014 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2162031.500000 Penalty: 4645.269531
	Iteration 58Q: 3 clusters Score -2162032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2162041.750000 Penalty: 4645.269531
	Iteration 59Q: 3 clusters Score -2162042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2162043.000000 Penalty: 4645.269531
	Iteration 60F: 3 clusters Score -2162043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2162045.250000 Penalty: 4645.269531
	Iteration 61Q: 3 clusters Score -2162045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2162056.000000 Penalty: 4645.269531
	Iteration 62Q: 3 clusters Score -2162056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2162064.750000 Penalty: 4645.269531
	Iteration 63Q: 3 clusters Score -2162065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2162071.000000 Penalty: 4645.269531
	Iteration 64Q: 3 clusters Score -2162071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2162076.750000 Penalty: 4645.269531
	Iteration 65Q: 3 clusters Score -2162077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2162075.500000 Penalty: 4645.269531
	Iteration 66Q: 3 clusters Score -2162076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2162084.250000 Penalty: 4645.269531
	Iteration 67Q: 3 clusters Score -2162084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2162088.250000 Penalty: 4645.269531
	Iteration 68Q: 3 clusters Score -2162088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2162091.250000 Penalty: 4645.269531
	Iteration 69Q: 3 clusters Score -2162091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2162094.000000 Penalty: 4645.269531
	Iteration 70Q: 3 clusters Score -2162094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2162093.500000 Penalty: 4645.269531
	Iteration 71Q: 3 clusters Score -2162094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2162094.000000 Penalty: 4645.269531
	Iteration 72Q: 3 clusters Score -2162094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2162096.000000 Penalty: 4645.269531
	Iteration 73Q: 3 clusters Score -2162096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2162094.500000 Penalty: 4645.269531
	Iteration 74Q: 3 clusters Score -2162094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2162092.750000 Penalty: 4645.269531
	Iteration 75Q: 3 clusters Score -2162093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2162096.000000 Penalty: 4645.269531
	Iteration 76Q: 3 clusters Score -2162096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2162097.250000 Penalty: 4645.269531
	Iteration 77Q: 3 clusters Score -2162097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2162100.000000 Penalty: 4645.269531
	Iteration 78Q: 3 clusters Score -2162100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2162098.750000 Penalty: 4645.269531
	Iteration 79Q: 3 clusters Score -2162099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2162099.500000 Penalty: 4645.269531
	Iteration 80F: 3 clusters Score -2162100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2162098.750000 Penalty: 4645.269531
	Iteration 81Q: 3 clusters Score -2162099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2162105.500000 Penalty: 4645.269531
	Iteration 82Q: 3 clusters Score -2162106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2162105.500000 Penalty: 4645.269531
	Iteration 83Q: 3 clusters Score -2162106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2162108.000000 Penalty: 4645.269531
	Iteration 84Q: 3 clusters Score -2162108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2162107.500000 Penalty: 4645.269531
	Iteration 85Q: 3 clusters Score -2162108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2162106.500000 Penalty: 4645.269531
	Iteration 86Q: 3 clusters Score -2162106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2162106.750000 Penalty: 4645.269531
	Iteration 87Q: 3 clusters Score -2162107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2162109.250000 Penalty: 4645.269531
	Iteration 88Q: 3 clusters Score -2162109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2162112.500000 Penalty: 4645.269531
	Iteration 89Q: 3 clusters Score -2162112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2162121.500000 Penalty: 4645.269531
	Iteration 90Q: 3 clusters Score -2162122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2162125.000000 Penalty: 4645.269531
	Iteration 91Q: 3 clusters Score -2162125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2162126.000000 Penalty: 4645.269531
	Iteration 92Q: 3 clusters Score -2162126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2162123.500000 Penalty: 4645.269531
	Iteration 93Q: 3 clusters Score -2162124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2162123.500000 Penalty: 4645.269531
	Iteration 94F: 3 clusters Score -2162124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -203569.062500 Penalty: 1753.750122
	Iteration 0F: 2 clusters Score -203569.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -201559.843750 Penalty: 3507.500244
	Iteration 0F: 3 clusters Score -201559.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -202079.171875 Penalty: 3507.500244
	Iteration 1F: 3 clusters Score -202079.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -202315.875000 Penalty: 3507.500244
	Iteration 2F: 3 clusters Score -202315.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -202471.156250 Penalty: 3507.500244
	Iteration 3F: 3 clusters Score -202471.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -202584.421875 Penalty: 3507.500244
	Iteration 4F: 3 clusters Score -202584.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -202696.546875 Penalty: 3507.500244
	Iteration 5Q: 3 clusters Score -202696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -202888.390625 Penalty: 3507.500244
	Iteration 6Q: 3 clusters Score -202888.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -203232.859375 Penalty: 3507.500244
	Iteration 7Q: 3 clusters Score -203232.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -203578.390625 Penalty: 3507.500244
	Iteration 8Q: 3 clusters Score -203578.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -203636.281250 Penalty: 3507.500244
	Iteration 9Q: 3 clusters Score -203636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -203668.171875 Penalty: 3507.500244
	Iteration 10Q: 3 clusters Score -203668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -203680.968750 Penalty: 3507.500244
	Iteration 11Q: 3 clusters Score -203681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -203695.031250 Penalty: 3507.500244
	Iteration 12Q: 3 clusters Score -203695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -203700.015625 Penalty: 3507.500244
	Iteration 13Q: 3 clusters Score -203700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -203706.468750 Penalty: 3507.500244
	Iteration 14Q: 3 clusters Score -203706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -203711.890625 Penalty: 3507.500244
	Iteration 15Q: 3 clusters Score -203711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -203712.828125 Penalty: 3507.500244
	Iteration 16Q: 3 clusters Score -203712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -203712.828125 Penalty: 3507.500244
	Iteration 17F: 3 clusters Score -203712.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 22693 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 991 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24775 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51378 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 47685 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50862 members 
Mstep: Class 27 contains 56465 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 56256 members 
Mstep: Class 31 contains 34871 members 
Mstep: Class 32 contains 187 members 
Entering Unmasked Estep 
Score: -137166528.000000 Penalty: 107320.632812
Splitting cluster 8 changes total score from -137167552.000000 to -137166528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -404576.437500 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -404576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -401866.750000 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -401866.8 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402740.375000 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -402740.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -403139.343750 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -403139.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -403486.500000 Penalty: 3837.208252
	Iteration 3F: 3 clusters Score -403486.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -403799.312500 Penalty: 3837.208252
	Iteration 4F: 3 clusters Score -403799.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -404021.593750 Penalty: 3837.208252
	Iteration 5F: 3 clusters Score -404021.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -404164.812500 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -404164.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -404225.656250 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -404225.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -404269.437500 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -404269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -404286.000000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -404286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -404297.468750 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -404297.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -404305.406250 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -404305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -404313.656250 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -404313.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -404316.968750 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -404317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -404319.562500 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -404319.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404321.062500 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -404321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404323.718750 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -404323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -404325.781250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -404325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -404327.437500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -404327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -404327.437500 Penalty: 3837.208252
	Iteration 19F: 3 clusters Score -404327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Entering Unmasked Estep 
Score: -4589901.500000 Penalty: 2509.162354
	Iteration 0F: 2 clusters Score -4589902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4572695.500000 Penalty: 5018.324707
	Iteration 0F: 3 clusters Score -4572696 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4578639.500000 Penalty: 5018.324707
	Iteration 1F: 3 clusters Score -4578640 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -4579023.000000 Penalty: 5018.324707
	Iteration 2Q: 3 clusters Score -4579023 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4579352.000000 Penalty: 5018.324707
	Iteration 3Q: 3 clusters Score -4579352 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4579694.000000 Penalty: 5018.324707
	Iteration 4Q: 3 clusters Score -4579694 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4580087.000000 Penalty: 5018.324707
	Iteration 5Q: 3 clusters Score -4580087 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4580594.000000 Penalty: 5018.324707
	Iteration 6Q: 3 clusters Score -4580594 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -4581183.000000 Penalty: 5018.324707
	Iteration 7Q: 3 clusters Score -4581183 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4581857.500000 Penalty: 5018.324707
	Iteration 8Q: 3 clusters Score -4581858 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -4582637.500000 Penalty: 5018.324707
	Iteration 9Q: 3 clusters Score -4582638 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4583430.000000 Penalty: 5018.324707
	Iteration 10Q: 3 clusters Score -4583430 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -4584192.000000 Penalty: 5018.324707
	Iteration 11Q: 3 clusters Score -4584192 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -4584845.500000 Penalty: 5018.324707
	Iteration 12Q: 3 clusters Score -4584846 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -4585391.000000 Penalty: 5018.324707
	Iteration 13Q: 3 clusters Score -4585391 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4585819.000000 Penalty: 5018.324707
	Iteration 14Q: 3 clusters Score -4585819 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -4586180.500000 Penalty: 5018.324707
	Iteration 15Q: 3 clusters Score -4586180 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4586435.000000 Penalty: 5018.324707
	Iteration 16Q: 3 clusters Score -4586435 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4586650.500000 Penalty: 5018.324707
	Iteration 17Q: 3 clusters Score -4586650 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4586838.500000 Penalty: 5018.324707
	Iteration 18Q: 3 clusters Score -4586838 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4587013.000000 Penalty: 5018.324707
	Iteration 19Q: 3 clusters Score -4587013 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4587146.000000 Penalty: 5018.324707
	Iteration 20F: 3 clusters Score -4587146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4587249.000000 Penalty: 5018.324707
	Iteration 21Q: 3 clusters Score -4587249 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4587332.500000 Penalty: 5018.324707
	Iteration 22Q: 3 clusters Score -4587332 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4587414.500000 Penalty: 5018.324707
	Iteration 23Q: 3 clusters Score -4587414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4587468.000000 Penalty: 5018.324707
	Iteration 24Q: 3 clusters Score -4587468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4587517.000000 Penalty: 5018.324707
	Iteration 25Q: 3 clusters Score -4587517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4587557.000000 Penalty: 5018.324707
	Iteration 26Q: 3 clusters Score -4587557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4587603.500000 Penalty: 5018.324707
	Iteration 27Q: 3 clusters Score -4587604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4587636.000000 Penalty: 5018.324707
	Iteration 28Q: 3 clusters Score -4587636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4587666.500000 Penalty: 5018.324707
	Iteration 29Q: 3 clusters Score -4587666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4587674.500000 Penalty: 5018.324707
	Iteration 30Q: 3 clusters Score -4587674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4587684.000000 Penalty: 5018.324707
	Iteration 31Q: 3 clusters Score -4587684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4587700.000000 Penalty: 5018.324707
	Iteration 32Q: 3 clusters Score -4587700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4587704.000000 Penalty: 5018.324707
	Iteration 33Q: 3 clusters Score -4587704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4587711.500000 Penalty: 5018.324707
	Iteration 34Q: 3 clusters Score -4587712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4587717.000000 Penalty: 5018.324707
	Iteration 35Q: 3 clusters Score -4587717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4587725.000000 Penalty: 5018.324707
	Iteration 36Q: 3 clusters Score -4587725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4587729.500000 Penalty: 5018.324707
	Iteration 37Q: 3 clusters Score -4587730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4587731.000000 Penalty: 5018.324707
	Iteration 38Q: 3 clusters Score -4587731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4587728.500000 Penalty: 5018.324707
	Iteration 39Q: 3 clusters Score -4587728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4587731.500000 Penalty: 5018.324707
	Iteration 40F: 3 clusters Score -4587732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4587738.500000 Penalty: 5018.324707
	Iteration 41Q: 3 clusters Score -4587738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4587747.000000 Penalty: 5018.324707
	Iteration 42Q: 3 clusters Score -4587747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4587748.500000 Penalty: 5018.324707
	Iteration 43Q: 3 clusters Score -4587748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4587754.500000 Penalty: 5018.324707
	Iteration 44Q: 3 clusters Score -4587754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4587756.500000 Penalty: 5018.324707
	Iteration 45Q: 3 clusters Score -4587756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4587767.500000 Penalty: 5018.324707
	Iteration 46Q: 3 clusters Score -4587768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4587760.500000 Penalty: 5018.324707
	Iteration 47Q: 3 clusters Score -4587760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4587761.000000 Penalty: 5018.324707
	Iteration 48Q: 3 clusters Score -4587761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4587769.500000 Penalty: 5018.324707
	Iteration 49Q: 3 clusters Score -4587770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4587771.000000 Penalty: 5018.324707
	Iteration 50Q: 3 clusters Score -4587771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4587778.000000 Penalty: 5018.324707
	Iteration 51Q: 3 clusters Score -4587778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4587776.000000 Penalty: 5018.324707
	Iteration 52Q: 3 clusters Score -4587776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4587776.000000 Penalty: 5018.324707
	Iteration 53F: 3 clusters Score -4587776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Entering Unmasked Estep 
Score: -4643497.500000 Penalty: 2509.072266
	Iteration 0F: 2 clusters Score -4643498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4626286.500000 Penalty: 5018.144531
	Iteration 0F: 3 clusters Score -4626286 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -4632110.000000 Penalty: 5018.144531
	Iteration 1F: 3 clusters Score -4632110 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -4632517.000000 Penalty: 5018.144531
	Iteration 2Q: 3 clusters Score -4632517 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4632873.500000 Penalty: 5018.144531
	Iteration 3Q: 3 clusters Score -4632874 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4633317.500000 Penalty: 5018.144531
	Iteration 4Q: 3 clusters Score -4633318 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4633888.500000 Penalty: 5018.144531
	Iteration 5Q: 3 clusters Score -4633888 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4634818.500000 Penalty: 5018.144531
	Iteration 6F: 3 clusters Score -4634818 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -4636105.000000 Penalty: 5018.144531
	Iteration 7F: 3 clusters Score -4636105 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4637624.000000 Penalty: 5018.144531
	Iteration 8F: 3 clusters Score -4637624 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -4639217.000000 Penalty: 5018.144531
	Iteration 9F: 3 clusters Score -4639217 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -4640584.500000 Penalty: 5018.144531
	Iteration 10F: 3 clusters Score -4640584 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4641439.000000 Penalty: 5018.144531
	Iteration 11Q: 3 clusters Score -4641439 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -4641780.500000 Penalty: 5018.144531
	Iteration 12Q: 3 clusters Score -4641780 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -4641892.000000 Penalty: 5018.144531
	Iteration 13Q: 3 clusters Score -4641892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -4641955.500000 Penalty: 5018.144531
	Iteration 14Q: 3 clusters Score -4641956 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4641993.500000 Penalty: 5018.144531
	Iteration 15Q: 3 clusters Score -4641994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4642000.000000 Penalty: 5018.144531
	Iteration 16Q: 3 clusters Score -4642000 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -4642007.000000 Penalty: 5018.144531
	Iteration 17Q: 3 clusters Score -4642007 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -4642020.500000 Penalty: 5018.144531
	Iteration 18Q: 3 clusters Score -4642020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -4642041.000000 Penalty: 5018.144531
	Iteration 19Q: 3 clusters Score -4642041 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -4642042.000000 Penalty: 5018.144531
	Iteration 20F: 3 clusters Score -4642042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4642049.500000 Penalty: 5018.144531
	Iteration 21Q: 3 clusters Score -4642050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4642053.000000 Penalty: 5018.144531
	Iteration 22Q: 3 clusters Score -4642053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -4642050.000000 Penalty: 5018.144531
	Iteration 23Q: 3 clusters Score -4642050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4642065.500000 Penalty: 5018.144531
	Iteration 24Q: 3 clusters Score -4642066 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -4642065.000000 Penalty: 5018.144531
	Iteration 25Q: 3 clusters Score -4642065 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4642070.500000 Penalty: 5018.144531
	Iteration 26Q: 3 clusters Score -4642070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4642076.500000 Penalty: 5018.144531
	Iteration 27Q: 3 clusters Score -4642076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4642076.000000 Penalty: 5018.144531
	Iteration 28Q: 3 clusters Score -4642076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -4642069.000000 Penalty: 5018.144531
	Iteration 29Q: 3 clusters Score -4642069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -4642079.000000 Penalty: 5018.144531
	Iteration 30Q: 3 clusters Score -4642079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -4642079.500000 Penalty: 5018.144531
	Iteration 31Q: 3 clusters Score -4642080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -4642084.000000 Penalty: 5018.144531
	Iteration 32Q: 3 clusters Score -4642084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -4642095.500000 Penalty: 5018.144531
	Iteration 33Q: 3 clusters Score -4642096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4642091.500000 Penalty: 5018.144531
	Iteration 34Q: 3 clusters Score -4642092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -4642087.000000 Penalty: 5018.144531
	Iteration 35Q: 3 clusters Score -4642087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4642104.500000 Penalty: 5018.144531
	Iteration 36Q: 3 clusters Score -4642104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -4642103.000000 Penalty: 5018.144531
	Iteration 37Q: 3 clusters Score -4642103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -4642106.500000 Penalty: 5018.144531
	Iteration 38Q: 3 clusters Score -4642106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -4642109.500000 Penalty: 5018.144531
	Iteration 39Q: 3 clusters Score -4642110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -4642118.000000 Penalty: 5018.144531
	Iteration 40F: 3 clusters Score -4642118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -4642124.000000 Penalty: 5018.144531
	Iteration 41Q: 3 clusters Score -4642124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -4642121.500000 Penalty: 5018.144531
	Iteration 42Q: 3 clusters Score -4642122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -4642120.000000 Penalty: 5018.144531
	Iteration 43Q: 3 clusters Score -4642120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -4642123.000000 Penalty: 5018.144531
	Iteration 44Q: 3 clusters Score -4642123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4642131.000000 Penalty: 5018.144531
	Iteration 45Q: 3 clusters Score -4642131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -4642128.000000 Penalty: 5018.144531
	Iteration 46Q: 3 clusters Score -4642128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4642123.500000 Penalty: 5018.144531
	Iteration 47Q: 3 clusters Score -4642124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -4642119.000000 Penalty: 5018.144531
	Iteration 48Q: 3 clusters Score -4642119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4642122.500000 Penalty: 5018.144531
	Iteration 49Q: 3 clusters Score -4642122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4642121.500000 Penalty: 5018.144531
	Iteration 50Q: 3 clusters Score -4642122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4642122.000000 Penalty: 5018.144531
	Iteration 51Q: 3 clusters Score -4642122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4642119.500000 Penalty: 5018.144531
	Iteration 52Q: 3 clusters Score -4642120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -4642131.000000 Penalty: 5018.144531
	Iteration 53Q: 3 clusters Score -4642131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -4642124.500000 Penalty: 5018.144531
	Iteration 54Q: 3 clusters Score -4642124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -4642131.500000 Penalty: 5018.144531
	Iteration 55Q: 3 clusters Score -4642132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4642138.500000 Penalty: 5018.144531
	Iteration 56Q: 3 clusters Score -4642138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -4642132.500000 Penalty: 5018.144531
	Iteration 57Q: 3 clusters Score -4642132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4642133.000000 Penalty: 5018.144531
	Iteration 58Q: 3 clusters Score -4642133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -4642129.500000 Penalty: 5018.144531
	Iteration 59Q: 3 clusters Score -4642130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4642129.000000 Penalty: 5018.144531
	Iteration 60F: 3 clusters Score -4642129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -4642124.500000 Penalty: 5018.144531
	Iteration 61Q: 3 clusters Score -4642124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -4642122.000000 Penalty: 5018.144531
	Iteration 62Q: 3 clusters Score -4642122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4642121.500000 Penalty: 5018.144531
	Iteration 63Q: 3 clusters Score -4642122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4642121.000000 Penalty: 5018.144531
	Iteration 64Q: 3 clusters Score -4642121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -4642123.500000 Penalty: 5018.144531
	Iteration 65Q: 3 clusters Score -4642124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4642120.500000 Penalty: 5018.144531
	Iteration 66Q: 3 clusters Score -4642120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4642121.000000 Penalty: 5018.144531
	Iteration 67Q: 3 clusters Score -4642121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4642119.500000 Penalty: 5018.144531
	Iteration 68Q: 3 clusters Score -4642120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4642119.500000 Penalty: 5018.144531
	Iteration 69F: 3 clusters Score -4642120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Entering Unmasked Estep 
Score: -108254.023438 Penalty: 1634.735107
	Iteration 0F: 2 clusters Score -108254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -106594.046875 Penalty: 3269.470215
	Iteration 0F: 3 clusters Score -106594 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107124.171875 Penalty: 3269.470215
	Iteration 1F: 3 clusters Score -107124.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107338.093750 Penalty: 3269.470215
	Iteration 2F: 3 clusters Score -107338.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -107546.289062 Penalty: 3269.470215
	Iteration 3F: 3 clusters Score -107546.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -107633.187500 Penalty: 3269.470215
	Iteration 4Q: 3 clusters Score -107633.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -107706.914062 Penalty: 3269.470215
	Iteration 5Q: 3 clusters Score -107706.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -107747.664062 Penalty: 3269.470215
	Iteration 6Q: 3 clusters Score -107747.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -107757.468750 Penalty: 3269.470215
	Iteration 7Q: 3 clusters Score -107757.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -107767.148438 Penalty: 3269.470215
	Iteration 8Q: 3 clusters Score -107767.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -107788.656250 Penalty: 3269.470215
	Iteration 9Q: 3 clusters Score -107788.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107826.718750 Penalty: 3269.470215
	Iteration 10Q: 3 clusters Score -107826.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -107887.890625 Penalty: 3269.470215
	Iteration 11Q: 3 clusters Score -107887.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107937.812500 Penalty: 3269.470215
	Iteration 12Q: 3 clusters Score -107937.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107947.578125 Penalty: 3269.470215
	Iteration 13Q: 3 clusters Score -107947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -107958.390625 Penalty: 3269.470215
	Iteration 14Q: 3 clusters Score -107958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107959.859375 Penalty: 3269.470215
	Iteration 15Q: 3 clusters Score -107959.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107959.859375 Penalty: 3269.470215
	Iteration 16F: 3 clusters Score -107959.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51378 members 
Entering Unmasked Estep 
Score: -9664174.000000 Penalty: 2690.047607
	Iteration 0F: 2 clusters Score -9664174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -9632705.000000 Penalty: 5380.095215
	Iteration 0F: 3 clusters Score -9632705 nChanged 23785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -9645824.000000 Penalty: 5380.095215
	Iteration 1F: 3 clusters Score -9645824 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -9646299.000000 Penalty: 5380.095215
	Iteration 2Q: 3 clusters Score -9646299 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -9646739.000000 Penalty: 5380.095215
	Iteration 3Q: 3 clusters Score -9646739 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -9647141.000000 Penalty: 5380.095215
	Iteration 4Q: 3 clusters Score -9647141 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -9647556.000000 Penalty: 5380.095215
	Iteration 5Q: 3 clusters Score -9647556 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -9648007.000000 Penalty: 5380.095215
	Iteration 6Q: 3 clusters Score -9648007 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -9648539.000000 Penalty: 5380.095215
	Iteration 7Q: 3 clusters Score -9648539 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -9649386.000000 Penalty: 5380.095215
	Iteration 8Q: 3 clusters Score -9649386 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -9650451.000000 Penalty: 5380.095215
	Iteration 9Q: 3 clusters Score -9650451 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -9652088.000000 Penalty: 5380.095215
	Iteration 10F: 3 clusters Score -9652088 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -9654158.000000 Penalty: 5380.095215
	Iteration 11F: 3 clusters Score -9654158 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -9656385.000000 Penalty: 5380.095215
	Iteration 12F: 3 clusters Score -9656385 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -9658353.000000 Penalty: 5380.095215
	Iteration 13Q: 3 clusters Score -9658353 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -9659313.000000 Penalty: 5380.095215
	Iteration 14Q: 3 clusters Score -9659313 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -9659601.000000 Penalty: 5380.095215
	Iteration 15Q: 3 clusters Score -9659601 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -9659466.000000 Penalty: 5380.095215
	Iteration 16Q: 3 clusters Score -9659466 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -9659300.000000 Penalty: 5380.095215
	Iteration 17Q: 3 clusters Score -9659300 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -9659719.000000 Penalty: 5380.095215
	Iteration 18Q: 3 clusters Score -9659719 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -9660216.000000 Penalty: 5380.095215
	Iteration 19Q: 3 clusters Score -9660216 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -9660606.000000 Penalty: 5380.095215
	Iteration 20F: 3 clusters Score -9660606 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9660910.000000 Penalty: 5380.095215
	Iteration 21Q: 3 clusters Score -9660910 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9661084.000000 Penalty: 5380.095215
	Iteration 22Q: 3 clusters Score -9661084 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -9661293.000000 Penalty: 5380.095215
	Iteration 23Q: 3 clusters Score -9661293 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -9661425.000000 Penalty: 5380.095215
	Iteration 24Q: 3 clusters Score -9661425 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 50063 members 
Entering Unmasked Estep 
Score: -9661633.000000 Penalty: 5380.095215
	Iteration 25Q: 3 clusters Score -9661633 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 50233 members 
Entering Unmasked Estep 
Score: -9661659.000000 Penalty: 5380.095215
	Iteration 26Q: 3 clusters Score -9661659 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9661777.000000 Penalty: 5380.095215
	Iteration 27Q: 3 clusters Score -9661777 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -9661800.000000 Penalty: 5380.095215
	Iteration 28Q: 3 clusters Score -9661800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -9661823.000000 Penalty: 5380.095215
	Iteration 29Q: 3 clusters Score -9661823 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -9661858.000000 Penalty: 5380.095215
	Iteration 30Q: 3 clusters Score -9661858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9661856.000000 Penalty: 5380.095215
	Iteration 31Q: 3 clusters Score -9661856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -9661882.000000 Penalty: 5380.095215
	Iteration 32Q: 3 clusters Score -9661882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9661884.000000 Penalty: 5380.095215
	Iteration 33Q: 3 clusters Score -9661884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9661899.000000 Penalty: 5380.095215
	Iteration 34Q: 3 clusters Score -9661899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 50824 members 
Entering Unmasked Estep 
Score: -9661899.000000 Penalty: 5380.095215
	Iteration 35Q: 3 clusters Score -9661899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9661925.000000 Penalty: 5380.095215
	Iteration 36Q: 3 clusters Score -9661925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9661942.000000 Penalty: 5380.095215
	Iteration 37Q: 3 clusters Score -9661942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -9661963.000000 Penalty: 5380.095215
	Iteration 38Q: 3 clusters Score -9661963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -9661968.000000 Penalty: 5380.095215
	Iteration 39Q: 3 clusters Score -9661968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 50911 members 
Entering Unmasked Estep 
Score: -9661987.000000 Penalty: 5380.095215
	Iteration 40F: 3 clusters Score -9661987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -9662001.000000 Penalty: 5380.095215
	Iteration 41Q: 3 clusters Score -9662001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -9662015.000000 Penalty: 5380.095215
	Iteration 42Q: 3 clusters Score -9662015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -9662019.000000 Penalty: 5380.095215
	Iteration 43Q: 3 clusters Score -9662019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -9662018.000000 Penalty: 5380.095215
	Iteration 44Q: 3 clusters Score -9662018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -9662013.000000 Penalty: 5380.095215
	Iteration 45Q: 3 clusters Score -9662013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -9662018.000000 Penalty: 5380.095215
	Iteration 46Q: 3 clusters Score -9662018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -9662018.000000 Penalty: 5380.095215
	Iteration 47Q: 3 clusters Score -9662018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9662013.000000 Penalty: 5380.095215
	Iteration 48Q: 3 clusters Score -9662013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9662017.000000 Penalty: 5380.095215
	Iteration 49Q: 3 clusters Score -9662017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -9662018.000000 Penalty: 5380.095215
	Iteration 50Q: 3 clusters Score -9662018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -9662018.000000 Penalty: 5380.095215
	Iteration 51F: 3 clusters Score -9662018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Entering Unmasked Estep 
Score: -1234836.625000 Penalty: 2183.435547
	Iteration 0F: 2 clusters Score -1234837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1229235.750000 Penalty: 4366.871094
	Iteration 0F: 3 clusters Score -1229236 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1230668.000000 Penalty: 4366.871094
	Iteration 1F: 3 clusters Score -1230668 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1230865.750000 Penalty: 4366.871094
	Iteration 2F: 3 clusters Score -1230866 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1230994.875000 Penalty: 4366.871094
	Iteration 3Q: 3 clusters Score -1230995 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1231100.375000 Penalty: 4366.871094
	Iteration 4Q: 3 clusters Score -1231100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1231178.750000 Penalty: 4366.871094
	Iteration 5Q: 3 clusters Score -1231179 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1231231.125000 Penalty: 4366.871094
	Iteration 6Q: 3 clusters Score -1231231 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1231267.000000 Penalty: 4366.871094
	Iteration 7Q: 3 clusters Score -1231267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1231296.375000 Penalty: 4366.871094
	Iteration 8Q: 3 clusters Score -1231296 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1231325.250000 Penalty: 4366.871094
	Iteration 9Q: 3 clusters Score -1231325 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1231351.000000 Penalty: 4366.871094
	Iteration 10Q: 3 clusters Score -1231351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1231380.250000 Penalty: 4366.871094
	Iteration 11Q: 3 clusters Score -1231380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1231406.625000 Penalty: 4366.871094
	Iteration 12Q: 3 clusters Score -1231407 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1231433.875000 Penalty: 4366.871094
	Iteration 13Q: 3 clusters Score -1231434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1231469.125000 Penalty: 4366.871094
	Iteration 14Q: 3 clusters Score -1231469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1231503.500000 Penalty: 4366.871094
	Iteration 15Q: 3 clusters Score -1231504 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1231536.000000 Penalty: 4366.871094
	Iteration 16Q: 3 clusters Score -1231536 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1231565.500000 Penalty: 4366.871094
	Iteration 17Q: 3 clusters Score -1231566 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1231589.000000 Penalty: 4366.871094
	Iteration 18Q: 3 clusters Score -1231589 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1231616.375000 Penalty: 4366.871094
	Iteration 19Q: 3 clusters Score -1231616 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1231641.625000 Penalty: 4366.871094
	Iteration 20F: 3 clusters Score -1231642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1231671.500000 Penalty: 4366.871094
	Iteration 21Q: 3 clusters Score -1231672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1231709.500000 Penalty: 4366.871094
	Iteration 22Q: 3 clusters Score -1231710 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1231742.875000 Penalty: 4366.871094
	Iteration 23Q: 3 clusters Score -1231743 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1231783.500000 Penalty: 4366.871094
	Iteration 24Q: 3 clusters Score -1231784 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1231826.625000 Penalty: 4366.871094
	Iteration 25Q: 3 clusters Score -1231827 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1231879.625000 Penalty: 4366.871094
	Iteration 26Q: 3 clusters Score -1231880 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1231948.250000 Penalty: 4366.871094
	Iteration 27Q: 3 clusters Score -1231948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1232018.875000 Penalty: 4366.871094
	Iteration 28Q: 3 clusters Score -1232019 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1232083.500000 Penalty: 4366.871094
	Iteration 29Q: 3 clusters Score -1232084 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1232162.375000 Penalty: 4366.871094
	Iteration 30Q: 3 clusters Score -1232162 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1232251.250000 Penalty: 4366.871094
	Iteration 31Q: 3 clusters Score -1232251 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1232340.250000 Penalty: 4366.871094
	Iteration 32Q: 3 clusters Score -1232340 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1232416.750000 Penalty: 4366.871094
	Iteration 33Q: 3 clusters Score -1232417 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1232498.000000 Penalty: 4366.871094
	Iteration 34Q: 3 clusters Score -1232498 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1232582.875000 Penalty: 4366.871094
	Iteration 35Q: 3 clusters Score -1232583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1232650.375000 Penalty: 4366.871094
	Iteration 36Q: 3 clusters Score -1232650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1232700.625000 Penalty: 4366.871094
	Iteration 37Q: 3 clusters Score -1232701 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1232747.375000 Penalty: 4366.871094
	Iteration 38Q: 3 clusters Score -1232747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1232794.625000 Penalty: 4366.871094
	Iteration 39Q: 3 clusters Score -1232795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1232825.875000 Penalty: 4366.871094
	Iteration 40F: 3 clusters Score -1232826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1232844.250000 Penalty: 4366.871094
	Iteration 41Q: 3 clusters Score -1232844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1232860.000000 Penalty: 4366.871094
	Iteration 42Q: 3 clusters Score -1232860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1232869.375000 Penalty: 4366.871094
	Iteration 43Q: 3 clusters Score -1232869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1232876.750000 Penalty: 4366.871094
	Iteration 44Q: 3 clusters Score -1232877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1232882.125000 Penalty: 4366.871094
	Iteration 45Q: 3 clusters Score -1232882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1232891.250000 Penalty: 4366.871094
	Iteration 46Q: 3 clusters Score -1232891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1232898.500000 Penalty: 4366.871094
	Iteration 47Q: 3 clusters Score -1232898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1232902.875000 Penalty: 4366.871094
	Iteration 48Q: 3 clusters Score -1232903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1232903.625000 Penalty: 4366.871094
	Iteration 49Q: 3 clusters Score -1232904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1232908.375000 Penalty: 4366.871094
	Iteration 50Q: 3 clusters Score -1232908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1232908.500000 Penalty: 4366.871094
	Iteration 51Q: 3 clusters Score -1232908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1232911.250000 Penalty: 4366.871094
	Iteration 52Q: 3 clusters Score -1232911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1232911.250000 Penalty: 4366.871094
	Iteration 53F: 3 clusters Score -1232911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -105921.406250 Penalty: 1668.105957
	Iteration 0F: 2 clusters Score -105921.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -104233.695312 Penalty: 3336.211914
	Iteration 0F: 3 clusters Score -104233.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104781.218750 Penalty: 3336.211914
	Iteration 1F: 3 clusters Score -104781.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104997.906250 Penalty: 3336.211914
	Iteration 2F: 3 clusters Score -104997.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105125.578125 Penalty: 3336.211914
	Iteration 3Q: 3 clusters Score -105125.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105199.835938 Penalty: 3336.211914
	Iteration 4Q: 3 clusters Score -105199.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -105228.031250 Penalty: 3336.211914
	Iteration 5Q: 3 clusters Score -105228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105245.757812 Penalty: 3336.211914
	Iteration 6Q: 3 clusters Score -105245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105255.734375 Penalty: 3336.211914
	Iteration 7Q: 3 clusters Score -105255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105268.593750 Penalty: 3336.211914
	Iteration 8Q: 3 clusters Score -105268.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105283.531250 Penalty: 3336.211914
	Iteration 9Q: 3 clusters Score -105283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105284.648438 Penalty: 3336.211914
	Iteration 10Q: 3 clusters Score -105284.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105285.179688 Penalty: 3336.211914
	Iteration 11Q: 3 clusters Score -105285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105285.179688 Penalty: 3336.211914
	Iteration 12F: 3 clusters Score -105285.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Entering Unmasked Estep 
Score: -4510263.500000 Penalty: 2501.920654
	Iteration 0F: 2 clusters Score -4510264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -4493590.000000 Penalty: 5003.841309
	Iteration 0F: 3 clusters Score -4493590 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4499301.000000 Penalty: 5003.841309
	Iteration 1F: 3 clusters Score -4499301 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4499672.000000 Penalty: 5003.841309
	Iteration 2Q: 3 clusters Score -4499672 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -4499960.500000 Penalty: 5003.841309
	Iteration 3Q: 3 clusters Score -4499960 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4500177.500000 Penalty: 5003.841309
	Iteration 4Q: 3 clusters Score -4500178 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4500407.500000 Penalty: 5003.841309
	Iteration 5Q: 3 clusters Score -4500408 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -4500662.500000 Penalty: 5003.841309
	Iteration 6Q: 3 clusters Score -4500662 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -4500941.500000 Penalty: 5003.841309
	Iteration 7Q: 3 clusters Score -4500942 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -4501350.000000 Penalty: 5003.841309
	Iteration 8Q: 3 clusters Score -4501350 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -4501947.500000 Penalty: 5003.841309
	Iteration 9Q: 3 clusters Score -4501948 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4502704.500000 Penalty: 5003.841309
	Iteration 10F: 3 clusters Score -4502704 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -4503700.500000 Penalty: 5003.841309
	Iteration 11F: 3 clusters Score -4503700 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -4504894.000000 Penalty: 5003.841309
	Iteration 12F: 3 clusters Score -4504894 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4506043.500000 Penalty: 5003.841309
	Iteration 13F: 3 clusters Score -4506044 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4506890.000000 Penalty: 5003.841309
	Iteration 14Q: 3 clusters Score -4506890 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4507403.000000 Penalty: 5003.841309
	Iteration 15Q: 3 clusters Score -4507403 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4507700.500000 Penalty: 5003.841309
	Iteration 16Q: 3 clusters Score -4507700 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4507842.500000 Penalty: 5003.841309
	Iteration 17Q: 3 clusters Score -4507842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4507917.000000 Penalty: 5003.841309
	Iteration 18Q: 3 clusters Score -4507917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4507979.500000 Penalty: 5003.841309
	Iteration 19Q: 3 clusters Score -4507980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4508007.000000 Penalty: 5003.841309
	Iteration 20F: 3 clusters Score -4508007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4508027.500000 Penalty: 5003.841309
	Iteration 21Q: 3 clusters Score -4508028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4508051.000000 Penalty: 5003.841309
	Iteration 22Q: 3 clusters Score -4508051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4508063.500000 Penalty: 5003.841309
	Iteration 23Q: 3 clusters Score -4508064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4508076.000000 Penalty: 5003.841309
	Iteration 24Q: 3 clusters Score -4508076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4508073.000000 Penalty: 5003.841309
	Iteration 25Q: 3 clusters Score -4508073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4508075.500000 Penalty: 5003.841309
	Iteration 26Q: 3 clusters Score -4508076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4508075.000000 Penalty: 5003.841309
	Iteration 27Q: 3 clusters Score -4508075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4508076.500000 Penalty: 5003.841309
	Iteration 28Q: 3 clusters Score -4508076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4508077.000000 Penalty: 5003.841309
	Iteration 29Q: 3 clusters Score -4508077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4508077.000000 Penalty: 5003.841309
	Iteration 30F: 3 clusters Score -4508077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Entering Unmasked Estep 
Score: -4372603.000000 Penalty: 2501.910156
	Iteration 0F: 2 clusters Score -4372603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4355944.000000 Penalty: 5003.820312
	Iteration 0F: 3 clusters Score -4355944 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -4361562.500000 Penalty: 5003.820312
	Iteration 1F: 3 clusters Score -4361562 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4361891.000000 Penalty: 5003.820312
	Iteration 2Q: 3 clusters Score -4361891 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4362167.500000 Penalty: 5003.820312
	Iteration 3Q: 3 clusters Score -4362168 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4362438.000000 Penalty: 5003.820312
	Iteration 4Q: 3 clusters Score -4362438 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -4362663.000000 Penalty: 5003.820312
	Iteration 5Q: 3 clusters Score -4362663 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -4362885.500000 Penalty: 5003.820312
	Iteration 6Q: 3 clusters Score -4362886 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -4363160.500000 Penalty: 5003.820312
	Iteration 7Q: 3 clusters Score -4363160 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -4363499.000000 Penalty: 5003.820312
	Iteration 8Q: 3 clusters Score -4363499 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -4364020.000000 Penalty: 5003.820312
	Iteration 9Q: 3 clusters Score -4364020 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -4364780.500000 Penalty: 5003.820312
	Iteration 10F: 3 clusters Score -4364780 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -4365878.000000 Penalty: 5003.820312
	Iteration 11F: 3 clusters Score -4365878 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -4367188.500000 Penalty: 5003.820312
	Iteration 12F: 3 clusters Score -4367188 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4368414.500000 Penalty: 5003.820312
	Iteration 13F: 3 clusters Score -4368414 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4369259.500000 Penalty: 5003.820312
	Iteration 14Q: 3 clusters Score -4369260 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4369774.000000 Penalty: 5003.820312
	Iteration 15Q: 3 clusters Score -4369774 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4370031.500000 Penalty: 5003.820312
	Iteration 16Q: 3 clusters Score -4370032 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4370188.000000 Penalty: 5003.820312
	Iteration 17Q: 3 clusters Score -4370188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4370269.500000 Penalty: 5003.820312
	Iteration 18Q: 3 clusters Score -4370270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4370315.000000 Penalty: 5003.820312
	Iteration 19Q: 3 clusters Score -4370315 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4370352.500000 Penalty: 5003.820312
	Iteration 20F: 3 clusters Score -4370352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4370382.000000 Penalty: 5003.820312
	Iteration 21Q: 3 clusters Score -4370382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4370402.500000 Penalty: 5003.820312
	Iteration 22Q: 3 clusters Score -4370402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4370419.000000 Penalty: 5003.820312
	Iteration 23Q: 3 clusters Score -4370419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4370431.000000 Penalty: 5003.820312
	Iteration 24Q: 3 clusters Score -4370431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4370440.500000 Penalty: 5003.820312
	Iteration 25Q: 3 clusters Score -4370440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4370441.000000 Penalty: 5003.820312
	Iteration 26Q: 3 clusters Score -4370441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4370444.500000 Penalty: 5003.820312
	Iteration 27Q: 3 clusters Score -4370444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4370442.500000 Penalty: 5003.820312
	Iteration 28Q: 3 clusters Score -4370442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4370448.500000 Penalty: 5003.820312
	Iteration 29Q: 3 clusters Score -4370448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4370449.500000 Penalty: 5003.820312
	Iteration 30Q: 3 clusters Score -4370450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4370450.500000 Penalty: 5003.820312
	Iteration 31Q: 3 clusters Score -4370450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4370451.500000 Penalty: 5003.820312
	Iteration 32Q: 3 clusters Score -4370452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4370457.500000 Penalty: 5003.820312
	Iteration 33Q: 3 clusters Score -4370458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4370467.000000 Penalty: 5003.820312
	Iteration 34Q: 3 clusters Score -4370467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4370467.000000 Penalty: 5003.820312
	Iteration 35Q: 3 clusters Score -4370467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4370467.000000 Penalty: 5003.820312
	Iteration 36F: 3 clusters Score -4370467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Entering Unmasked Estep 
Score: -4283570.000000 Penalty: 2488.940430
	Iteration 0F: 2 clusters Score -4283570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -4267568.000000 Penalty: 4977.880859
	Iteration 0F: 3 clusters Score -4267568 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -4273065.500000 Penalty: 4977.880859
	Iteration 1F: 3 clusters Score -4273066 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4273432.500000 Penalty: 4977.880859
	Iteration 2Q: 3 clusters Score -4273432 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -4273775.500000 Penalty: 4977.880859
	Iteration 3Q: 3 clusters Score -4273776 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -4274142.500000 Penalty: 4977.880859
	Iteration 4Q: 3 clusters Score -4274142 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -4274602.500000 Penalty: 4977.880859
	Iteration 5Q: 3 clusters Score -4274602 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -4275259.000000 Penalty: 4977.880859
	Iteration 6F: 3 clusters Score -4275259 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4276169.500000 Penalty: 4977.880859
	Iteration 7F: 3 clusters Score -4276170 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -4277362.500000 Penalty: 4977.880859
	Iteration 8F: 3 clusters Score -4277362 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -4278664.000000 Penalty: 4977.880859
	Iteration 9F: 3 clusters Score -4278664 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4279846.500000 Penalty: 4977.880859
	Iteration 10F: 3 clusters Score -4279846 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4280628.000000 Penalty: 4977.880859
	Iteration 11Q: 3 clusters Score -4280628 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -4281009.500000 Penalty: 4977.880859
	Iteration 12Q: 3 clusters Score -4281010 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -4281204.000000 Penalty: 4977.880859
	Iteration 13Q: 3 clusters Score -4281204 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4281311.000000 Penalty: 4977.880859
	Iteration 14Q: 3 clusters Score -4281311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4281367.500000 Penalty: 4977.880859
	Iteration 15Q: 3 clusters Score -4281368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -4281391.500000 Penalty: 4977.880859
	Iteration 16Q: 3 clusters Score -4281392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -4281416.000000 Penalty: 4977.880859
	Iteration 17Q: 3 clusters Score -4281416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4281430.000000 Penalty: 4977.880859
	Iteration 18Q: 3 clusters Score -4281430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4281434.500000 Penalty: 4977.880859
	Iteration 19Q: 3 clusters Score -4281434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4281443.500000 Penalty: 4977.880859
	Iteration 20F: 3 clusters Score -4281444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4281451.000000 Penalty: 4977.880859
	Iteration 21Q: 3 clusters Score -4281451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4281457.000000 Penalty: 4977.880859
	Iteration 22Q: 3 clusters Score -4281457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4281457.000000 Penalty: 4977.880859
	Iteration 23Q: 3 clusters Score -4281457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4281459.500000 Penalty: 4977.880859
	Iteration 24Q: 3 clusters Score -4281460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4281459.500000 Penalty: 4977.880859
	Iteration 25F: 3 clusters Score -4281460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Entering Unmasked Estep 
Score: -8339292.000000 Penalty: 2657.258301
	Iteration 0F: 2 clusters Score -8339292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -8309650.500000 Penalty: 5314.516602
	Iteration 0F: 3 clusters Score -8309650 nChanged 20763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -8320847.500000 Penalty: 5314.516602
	Iteration 1F: 3 clusters Score -8320848 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -8321310.000000 Penalty: 5314.516602
	Iteration 2Q: 3 clusters Score -8321310 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -8321750.500000 Penalty: 5314.516602
	Iteration 3Q: 3 clusters Score -8321750 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -8322183.000000 Penalty: 5314.516602
	Iteration 4Q: 3 clusters Score -8322183 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -8322668.500000 Penalty: 5314.516602
	Iteration 5Q: 3 clusters Score -8322668 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -8323343.000000 Penalty: 5314.516602
	Iteration 6Q: 3 clusters Score -8323343 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -8324427.000000 Penalty: 5314.516602
	Iteration 7Q: 3 clusters Score -8324427 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -8326061.500000 Penalty: 5314.516602
	Iteration 8F: 3 clusters Score -8326062 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -8328494.000000 Penalty: 5314.516602
	Iteration 9F: 3 clusters Score -8328494 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -8331354.000000 Penalty: 5314.516602
	Iteration 10F: 3 clusters Score -8331354 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8333900.000000 Penalty: 5314.516602
	Iteration 11F: 3 clusters Score -8333900 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8335654.000000 Penalty: 5314.516602
	Iteration 12Q: 3 clusters Score -8335654 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8336327.000000 Penalty: 5314.516602
	Iteration 13Q: 3 clusters Score -8336327 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8336651.000000 Penalty: 5314.516602
	Iteration 14Q: 3 clusters Score -8336651 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8336773.500000 Penalty: 5314.516602
	Iteration 15Q: 3 clusters Score -8336774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -8336832.000000 Penalty: 5314.516602
	Iteration 16Q: 3 clusters Score -8336832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8336888.500000 Penalty: 5314.516602
	Iteration 17Q: 3 clusters Score -8336888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8336917.500000 Penalty: 5314.516602
	Iteration 18Q: 3 clusters Score -8336918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8336928.000000 Penalty: 5314.516602
	Iteration 19Q: 3 clusters Score -8336928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8336942.000000 Penalty: 5314.516602
	Iteration 20F: 3 clusters Score -8336942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Entering Unmasked Estep 
Score: -1069043.625000 Penalty: 2145.844238
	Iteration 0F: 2 clusters Score -1069044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1064061.375000 Penalty: 4291.688477
	Iteration 0F: 3 clusters Score -1064061 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1065237.625000 Penalty: 4291.688477
	Iteration 1F: 3 clusters Score -1065238 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1065448.250000 Penalty: 4291.688477
	Iteration 2F: 3 clusters Score -1065448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1065573.500000 Penalty: 4291.688477
	Iteration 3Q: 3 clusters Score -1065574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1065656.000000 Penalty: 4291.688477
	Iteration 4Q: 3 clusters Score -1065656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1065727.375000 Penalty: 4291.688477
	Iteration 5Q: 3 clusters Score -1065727 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1065793.625000 Penalty: 4291.688477
	Iteration 6Q: 3 clusters Score -1065794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1065873.875000 Penalty: 4291.688477
	Iteration 7Q: 3 clusters Score -1065874 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1065954.875000 Penalty: 4291.688477
	Iteration 8Q: 3 clusters Score -1065955 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1066029.250000 Penalty: 4291.688477
	Iteration 9Q: 3 clusters Score -1066029 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1066103.625000 Penalty: 4291.688477
	Iteration 10Q: 3 clusters Score -1066104 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1066181.250000 Penalty: 4291.688477
	Iteration 11Q: 3 clusters Score -1066181 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1066267.500000 Penalty: 4291.688477
	Iteration 12Q: 3 clusters Score -1066268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1066371.000000 Penalty: 4291.688477
	Iteration 13Q: 3 clusters Score -1066371 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1066479.250000 Penalty: 4291.688477
	Iteration 14Q: 3 clusters Score -1066479 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1066576.125000 Penalty: 4291.688477
	Iteration 15Q: 3 clusters Score -1066576 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1066685.625000 Penalty: 4291.688477
	Iteration 16Q: 3 clusters Score -1066686 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1066781.250000 Penalty: 4291.688477
	Iteration 17Q: 3 clusters Score -1066781 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1066854.125000 Penalty: 4291.688477
	Iteration 18Q: 3 clusters Score -1066854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1066918.625000 Penalty: 4291.688477
	Iteration 19Q: 3 clusters Score -1066919 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1066949.250000 Penalty: 4291.688477
	Iteration 20F: 3 clusters Score -1066949 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1066976.750000 Penalty: 4291.688477
	Iteration 21Q: 3 clusters Score -1066977 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1066999.625000 Penalty: 4291.688477
	Iteration 22Q: 3 clusters Score -1067000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1067014.375000 Penalty: 4291.688477
	Iteration 23Q: 3 clusters Score -1067014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1067021.875000 Penalty: 4291.688477
	Iteration 24Q: 3 clusters Score -1067022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1067025.375000 Penalty: 4291.688477
	Iteration 25Q: 3 clusters Score -1067025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1067032.375000 Penalty: 4291.688477
	Iteration 26Q: 3 clusters Score -1067032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1067033.750000 Penalty: 4291.688477
	Iteration 27Q: 3 clusters Score -1067034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1067037.000000 Penalty: 4291.688477
	Iteration 28Q: 3 clusters Score -1067037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1067037.000000 Penalty: 4291.688477
	Iteration 29Q: 3 clusters Score -1067037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1067042.375000 Penalty: 4291.688477
	Iteration 30Q: 3 clusters Score -1067042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1067043.125000 Penalty: 4291.688477
	Iteration 31Q: 3 clusters Score -1067043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1067044.125000 Penalty: 4291.688477
	Iteration 32Q: 3 clusters Score -1067044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1067046.625000 Penalty: 4291.688477
	Iteration 33Q: 3 clusters Score -1067047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1067049.125000 Penalty: 4291.688477
	Iteration 34Q: 3 clusters Score -1067049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1067050.625000 Penalty: 4291.688477
	Iteration 35Q: 3 clusters Score -1067051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1067052.875000 Penalty: 4291.688477
	Iteration 36Q: 3 clusters Score -1067053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1067056.500000 Penalty: 4291.688477
	Iteration 37Q: 3 clusters Score -1067056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1067059.625000 Penalty: 4291.688477
	Iteration 38Q: 3 clusters Score -1067060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1067059.375000 Penalty: 4291.688477
	Iteration 39Q: 3 clusters Score -1067059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1067061.000000 Penalty: 4291.688477
	Iteration 40F: 3 clusters Score -1067061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1067062.375000 Penalty: 4291.688477
	Iteration 41Q: 3 clusters Score -1067062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1067066.500000 Penalty: 4291.688477
	Iteration 42Q: 3 clusters Score -1067066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1067067.875000 Penalty: 4291.688477
	Iteration 43Q: 3 clusters Score -1067068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1067070.500000 Penalty: 4291.688477
	Iteration 44Q: 3 clusters Score -1067070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1067072.625000 Penalty: 4291.688477
	Iteration 45Q: 3 clusters Score -1067073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1067076.500000 Penalty: 4291.688477
	Iteration 46Q: 3 clusters Score -1067076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1067072.875000 Penalty: 4291.688477
	Iteration 47Q: 3 clusters Score -1067073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1067076.125000 Penalty: 4291.688477
	Iteration 48Q: 3 clusters Score -1067076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1067077.500000 Penalty: 4291.688477
	Iteration 49Q: 3 clusters Score -1067078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1067077.875000 Penalty: 4291.688477
	Iteration 50Q: 3 clusters Score -1067078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1067079.375000 Penalty: 4291.688477
	Iteration 51Q: 3 clusters Score -1067079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1067079.125000 Penalty: 4291.688477
	Iteration 52Q: 3 clusters Score -1067079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1067079.125000 Penalty: 4291.688477
	Iteration 53F: 3 clusters Score -1067079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47685 members 
Entering Unmasked Estep 
Score: -8945037.000000 Penalty: 2671.548340
	Iteration 0F: 2 clusters Score -8945037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8915055.000000 Penalty: 5343.096680
	Iteration 0F: 3 clusters Score -8915055 nChanged 21946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -8926955.000000 Penalty: 5343.096680
	Iteration 1F: 3 clusters Score -8926955 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8927376.000000 Penalty: 5343.096680
	Iteration 2Q: 3 clusters Score -8927376 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8927768.000000 Penalty: 5343.096680
	Iteration 3Q: 3 clusters Score -8927768 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -8928129.000000 Penalty: 5343.096680
	Iteration 4Q: 3 clusters Score -8928129 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8928609.000000 Penalty: 5343.096680
	Iteration 5Q: 3 clusters Score -8928609 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -8929183.000000 Penalty: 5343.096680
	Iteration 6Q: 3 clusters Score -8929183 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -8930131.000000 Penalty: 5343.096680
	Iteration 7Q: 3 clusters Score -8930131 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -8931661.000000 Penalty: 5343.096680
	Iteration 8F: 3 clusters Score -8931661 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -8934085.000000 Penalty: 5343.096680
	Iteration 9F: 3 clusters Score -8934085 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8937214.000000 Penalty: 5343.096680
	Iteration 10F: 3 clusters Score -8937214 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8940192.000000 Penalty: 5343.096680
	Iteration 11F: 3 clusters Score -8940192 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8941979.000000 Penalty: 5343.096680
	Iteration 12Q: 3 clusters Score -8941979 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8942578.000000 Penalty: 5343.096680
	Iteration 13Q: 3 clusters Score -8942578 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8942726.000000 Penalty: 5343.096680
	Iteration 14Q: 3 clusters Score -8942726 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47203 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8942814.000000 Penalty: 5343.096680
	Iteration 15Q: 3 clusters Score -8942814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8942817.000000 Penalty: 5343.096680
	Iteration 16Q: 3 clusters Score -8942817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8942857.000000 Penalty: 5343.096680
	Iteration 17Q: 3 clusters Score -8942857 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8942859.000000 Penalty: 5343.096680
	Iteration 18Q: 3 clusters Score -8942859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47356 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8942851.000000 Penalty: 5343.096680
	Iteration 19Q: 3 clusters Score -8942851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8942849.000000 Penalty: 5343.096680
	Iteration 20F: 3 clusters Score -8942849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8942846.000000 Penalty: 5343.096680
	Iteration 21Q: 3 clusters Score -8942846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8942850.000000 Penalty: 5343.096680
	Iteration 22Q: 3 clusters Score -8942850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8942862.000000 Penalty: 5343.096680
	Iteration 23Q: 3 clusters Score -8942862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8942861.000000 Penalty: 5343.096680
	Iteration 24Q: 3 clusters Score -8942861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8942863.000000 Penalty: 5343.096680
	Iteration 25Q: 3 clusters Score -8942863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8942877.000000 Penalty: 5343.096680
	Iteration 26Q: 3 clusters Score -8942877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8942888.000000 Penalty: 5343.096680
	Iteration 27Q: 3 clusters Score -8942888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8942890.000000 Penalty: 5343.096680
	Iteration 28Q: 3 clusters Score -8942890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8942893.000000 Penalty: 5343.096680
	Iteration 29Q: 3 clusters Score -8942893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8942894.000000 Penalty: 5343.096680
	Iteration 30Q: 3 clusters Score -8942894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8942894.000000 Penalty: 5343.096680
	Iteration 31Q: 3 clusters Score -8942894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8942894.000000 Penalty: 5343.096680
	Iteration 32F: 3 clusters Score -8942894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Entering Unmasked Estep 
Score: -201602.687500 Penalty: 1763.452637
	Iteration 0F: 2 clusters Score -201602.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -199540.328125 Penalty: 3526.905273
	Iteration 0F: 3 clusters Score -199540.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -199987.843750 Penalty: 3526.905273
	Iteration 1F: 3 clusters Score -199987.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -200196.203125 Penalty: 3526.905273
	Iteration 2F: 3 clusters Score -200196.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -200346.796875 Penalty: 3526.905273
	Iteration 3F: 3 clusters Score -200346.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -200459.031250 Penalty: 3526.905273
	Iteration 4F: 3 clusters Score -200459 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -200540.281250 Penalty: 3526.905273
	Iteration 5Q: 3 clusters Score -200540.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -200609.828125 Penalty: 3526.905273
	Iteration 6Q: 3 clusters Score -200609.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -200655.828125 Penalty: 3526.905273
	Iteration 7Q: 3 clusters Score -200655.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -200682.812500 Penalty: 3526.905273
	Iteration 8Q: 3 clusters Score -200682.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -200702.187500 Penalty: 3526.905273
	Iteration 9Q: 3 clusters Score -200702.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -200732.187500 Penalty: 3526.905273
	Iteration 10Q: 3 clusters Score -200732.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -200758.812500 Penalty: 3526.905273
	Iteration 11Q: 3 clusters Score -200758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -200774.046875 Penalty: 3526.905273
	Iteration 12Q: 3 clusters Score -200774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -200789.859375 Penalty: 3526.905273
	Iteration 13Q: 3 clusters Score -200789.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -200797.640625 Penalty: 3526.905273
	Iteration 14Q: 3 clusters Score -200797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -200808.015625 Penalty: 3526.905273
	Iteration 15Q: 3 clusters Score -200808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -200817.984375 Penalty: 3526.905273
	Iteration 16Q: 3 clusters Score -200818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -200828.328125 Penalty: 3526.905273
	Iteration 17Q: 3 clusters Score -200828.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -200833.187500 Penalty: 3526.905273
	Iteration 18Q: 3 clusters Score -200833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -200839.984375 Penalty: 3526.905273
	Iteration 19Q: 3 clusters Score -200840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -200845.937500 Penalty: 3526.905273
	Iteration 20F: 3 clusters Score -200845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -200857.468750 Penalty: 3526.905273
	Iteration 21Q: 3 clusters Score -200857.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -200866.296875 Penalty: 3526.905273
	Iteration 22Q: 3 clusters Score -200866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -200869.750000 Penalty: 3526.905273
	Iteration 23Q: 3 clusters Score -200869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -200876.062500 Penalty: 3526.905273
	Iteration 24Q: 3 clusters Score -200876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -200878.578125 Penalty: 3526.905273
	Iteration 25Q: 3 clusters Score -200878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -200881.328125 Penalty: 3526.905273
	Iteration 26Q: 3 clusters Score -200881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -200890.687500 Penalty: 3526.905273
	Iteration 27Q: 3 clusters Score -200890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -200895.609375 Penalty: 3526.905273
	Iteration 28Q: 3 clusters Score -200895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -200901.937500 Penalty: 3526.905273
	Iteration 29Q: 3 clusters Score -200901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -200905.203125 Penalty: 3526.905273
	Iteration 30Q: 3 clusters Score -200905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -200909.703125 Penalty: 3526.905273
	Iteration 31Q: 3 clusters Score -200909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -200916.953125 Penalty: 3526.905273
	Iteration 32Q: 3 clusters Score -200917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -200928.734375 Penalty: 3526.905273
	Iteration 33Q: 3 clusters Score -200928.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -200934.515625 Penalty: 3526.905273
	Iteration 34Q: 3 clusters Score -200934.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -200946.218750 Penalty: 3526.905273
	Iteration 35Q: 3 clusters Score -200946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -200960.531250 Penalty: 3526.905273
	Iteration 36Q: 3 clusters Score -200960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -200966.687500 Penalty: 3526.905273
	Iteration 37Q: 3 clusters Score -200966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -200972.218750 Penalty: 3526.905273
	Iteration 38Q: 3 clusters Score -200972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -200974.906250 Penalty: 3526.905273
	Iteration 39Q: 3 clusters Score -200974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -200975.562500 Penalty: 3526.905273
	Iteration 40F: 3 clusters Score -200975.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (15635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Entering Unmasked Estep 
Score: -2898341.500000 Penalty: 2395.002441
	Iteration 0F: 2 clusters Score -2898342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2887114.500000 Penalty: 4790.004883
	Iteration 0F: 3 clusters Score -2887114 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2890643.750000 Penalty: 4790.004883
	Iteration 1F: 3 clusters Score -2890644 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2890999.500000 Penalty: 4790.004883
	Iteration 2F: 3 clusters Score -2891000 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -2891252.500000 Penalty: 4790.004883
	Iteration 3Q: 3 clusters Score -2891252 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2891443.500000 Penalty: 4790.004883
	Iteration 4Q: 3 clusters Score -2891444 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2891597.750000 Penalty: 4790.004883
	Iteration 5Q: 3 clusters Score -2891598 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2891743.750000 Penalty: 4790.004883
	Iteration 6Q: 3 clusters Score -2891744 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2891895.000000 Penalty: 4790.004883
	Iteration 7Q: 3 clusters Score -2891895 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2892078.750000 Penalty: 4790.004883
	Iteration 8Q: 3 clusters Score -2892079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2892333.500000 Penalty: 4790.004883
	Iteration 9Q: 3 clusters Score -2892334 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2892616.000000 Penalty: 4790.004883
	Iteration 10Q: 3 clusters Score -2892616 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -2892983.750000 Penalty: 4790.004883
	Iteration 11Q: 3 clusters Score -2892984 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2893432.000000 Penalty: 4790.004883
	Iteration 12Q: 3 clusters Score -2893432 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2894017.250000 Penalty: 4790.004883
	Iteration 13Q: 3 clusters Score -2894017 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2894591.000000 Penalty: 4790.004883
	Iteration 14Q: 3 clusters Score -2894591 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2895100.000000 Penalty: 4790.004883
	Iteration 15Q: 3 clusters Score -2895100 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -2895474.750000 Penalty: 4790.004883
	Iteration 16Q: 3 clusters Score -2895475 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2895772.750000 Penalty: 4790.004883
	Iteration 17Q: 3 clusters Score -2895773 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2895962.500000 Penalty: 4790.004883
	Iteration 18Q: 3 clusters Score -2895962 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2896094.500000 Penalty: 4790.004883
	Iteration 19Q: 3 clusters Score -2896094 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2896175.500000 Penalty: 4790.004883
	Iteration 20F: 3 clusters Score -2896176 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2896224.250000 Penalty: 4790.004883
	Iteration 21Q: 3 clusters Score -2896224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -2896251.750000 Penalty: 4790.004883
	Iteration 22Q: 3 clusters Score -2896252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2896269.750000 Penalty: 4790.004883
	Iteration 23Q: 3 clusters Score -2896270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2896279.750000 Penalty: 4790.004883
	Iteration 24Q: 3 clusters Score -2896280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2896291.250000 Penalty: 4790.004883
	Iteration 25Q: 3 clusters Score -2896291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -2896300.000000 Penalty: 4790.004883
	Iteration 26Q: 3 clusters Score -2896300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2896306.750000 Penalty: 4790.004883
	Iteration 27Q: 3 clusters Score -2896307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2896306.750000 Penalty: 4790.004883
	Iteration 28Q: 3 clusters Score -2896307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2896309.750000 Penalty: 4790.004883
	Iteration 29Q: 3 clusters Score -2896310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2896308.750000 Penalty: 4790.004883
	Iteration 30Q: 3 clusters Score -2896309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2896308.750000 Penalty: 4790.004883
	Iteration 31F: 3 clusters Score -2896309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -70135.132812 Penalty: 1495.609985
	Iteration 0F: 2 clusters Score -70135.13 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 189 members 
Entering Unmasked Estep 
Score: -68753.000000 Penalty: 2991.219971
	Iteration 0F: 3 clusters Score -68753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68949.937500 Penalty: 2991.219971
	Iteration 1F: 3 clusters Score -68949.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -69020.679688 Penalty: 2991.219971
	Iteration 2Q: 3 clusters Score -69020.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -69041.523438 Penalty: 2991.219971
	Iteration 3Q: 3 clusters Score -69041.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69057.320312 Penalty: 2991.219971
	Iteration 4Q: 3 clusters Score -69057.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69062.906250 Penalty: 2991.219971
	Iteration 5Q: 3 clusters Score -69062.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69065.953125 Penalty: 2991.219971
	Iteration 6Q: 3 clusters Score -69065.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -69065.953125 Penalty: 2991.219971
	Iteration 7F: 3 clusters Score -69065.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -973213.500000 Penalty: 2124.364014
	Iteration 0F: 2 clusters Score -973213.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -968465.875000 Penalty: 4248.728027
	Iteration 0F: 3 clusters Score -968465.9 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -969590.750000 Penalty: 4248.728027
	Iteration 1F: 3 clusters Score -969590.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -969835.687500 Penalty: 4248.728027
	Iteration 2F: 3 clusters Score -969835.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -969966.437500 Penalty: 4248.728027
	Iteration 3Q: 3 clusters Score -969966.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -970068.187500 Penalty: 4248.728027
	Iteration 4Q: 3 clusters Score -970068.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -970140.000000 Penalty: 4248.728027
	Iteration 5Q: 3 clusters Score -970140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -970197.687500 Penalty: 4248.728027
	Iteration 6Q: 3 clusters Score -970197.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -970247.312500 Penalty: 4248.728027
	Iteration 7Q: 3 clusters Score -970247.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -970291.000000 Penalty: 4248.728027
	Iteration 8Q: 3 clusters Score -970291 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -970343.562500 Penalty: 4248.728027
	Iteration 9Q: 3 clusters Score -970343.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -970386.812500 Penalty: 4248.728027
	Iteration 10Q: 3 clusters Score -970386.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -970423.750000 Penalty: 4248.728027
	Iteration 11Q: 3 clusters Score -970423.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -970463.625000 Penalty: 4248.728027
	Iteration 12Q: 3 clusters Score -970463.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -970513.375000 Penalty: 4248.728027
	Iteration 13Q: 3 clusters Score -970513.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -970560.125000 Penalty: 4248.728027
	Iteration 14Q: 3 clusters Score -970560.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -970605.312500 Penalty: 4248.728027
	Iteration 15Q: 3 clusters Score -970605.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -970645.812500 Penalty: 4248.728027
	Iteration 16Q: 3 clusters Score -970645.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -970697.937500 Penalty: 4248.728027
	Iteration 17Q: 3 clusters Score -970697.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -970751.000000 Penalty: 4248.728027
	Iteration 18Q: 3 clusters Score -970751 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -970801.312500 Penalty: 4248.728027
	Iteration 19Q: 3 clusters Score -970801.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -970852.500000 Penalty: 4248.728027
	Iteration 20F: 3 clusters Score -970852.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -970910.812500 Penalty: 4248.728027
	Iteration 21Q: 3 clusters Score -970910.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -970966.812500 Penalty: 4248.728027
	Iteration 22Q: 3 clusters Score -970966.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -971012.687500 Penalty: 4248.728027
	Iteration 23Q: 3 clusters Score -971012.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -971057.312500 Penalty: 4248.728027
	Iteration 24Q: 3 clusters Score -971057.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -971103.500000 Penalty: 4248.728027
	Iteration 25Q: 3 clusters Score -971103.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -971157.125000 Penalty: 4248.728027
	Iteration 26Q: 3 clusters Score -971157.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -971211.437500 Penalty: 4248.728027
	Iteration 27Q: 3 clusters Score -971211.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -971255.062500 Penalty: 4248.728027
	Iteration 28Q: 3 clusters Score -971255.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -971283.125000 Penalty: 4248.728027
	Iteration 29Q: 3 clusters Score -971283.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -971303.375000 Penalty: 4248.728027
	Iteration 30Q: 3 clusters Score -971303.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -971325.812500 Penalty: 4248.728027
	Iteration 31Q: 3 clusters Score -971325.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -971342.250000 Penalty: 4248.728027
	Iteration 32Q: 3 clusters Score -971342.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -971352.937500 Penalty: 4248.728027
	Iteration 33Q: 3 clusters Score -971352.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -971360.562500 Penalty: 4248.728027
	Iteration 34Q: 3 clusters Score -971360.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -971370.875000 Penalty: 4248.728027
	Iteration 35Q: 3 clusters Score -971370.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -971376.687500 Penalty: 4248.728027
	Iteration 36Q: 3 clusters Score -971376.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -971387.187500 Penalty: 4248.728027
	Iteration 37Q: 3 clusters Score -971387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -971393.125000 Penalty: 4248.728027
	Iteration 38Q: 3 clusters Score -971393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -971399.000000 Penalty: 4248.728027
	Iteration 39Q: 3 clusters Score -971399 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -971403.937500 Penalty: 4248.728027
	Iteration 40F: 3 clusters Score -971403.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -971409.250000 Penalty: 4248.728027
	Iteration 41Q: 3 clusters Score -971409.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -971414.500000 Penalty: 4248.728027
	Iteration 42Q: 3 clusters Score -971414.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -971420.312500 Penalty: 4248.728027
	Iteration 43Q: 3 clusters Score -971420.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -971424.375000 Penalty: 4248.728027
	Iteration 44Q: 3 clusters Score -971424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -971426.000000 Penalty: 4248.728027
	Iteration 45Q: 3 clusters Score -971426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -971427.937500 Penalty: 4248.728027
	Iteration 46Q: 3 clusters Score -971427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -971430.812500 Penalty: 4248.728027
	Iteration 47Q: 3 clusters Score -971430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -971431.375000 Penalty: 4248.728027
	Iteration 48Q: 3 clusters Score -971431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -971433.437500 Penalty: 4248.728027
	Iteration 49Q: 3 clusters Score -971433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -971433.312500 Penalty: 4248.728027
	Iteration 50Q: 3 clusters Score -971433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -971432.875000 Penalty: 4248.728027
	Iteration 51Q: 3 clusters Score -971432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -971433.750000 Penalty: 4248.728027
	Iteration 52Q: 3 clusters Score -971433.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -971433.750000 Penalty: 4248.728027
	Iteration 53F: 3 clusters Score -971433.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (50862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Entering Unmasked Estep 
Score: -9573571.000000 Penalty: 2687.543945
	Iteration 0F: 2 clusters Score -9573571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -9542372.000000 Penalty: 5375.087891
	Iteration 0F: 3 clusters Score -9542372 nChanged 23293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -9555089.000000 Penalty: 5375.087891
	Iteration 1F: 3 clusters Score -9555089 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -9555561.000000 Penalty: 5375.087891
	Iteration 2Q: 3 clusters Score -9555561 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -9555978.000000 Penalty: 5375.087891
	Iteration 3Q: 3 clusters Score -9555978 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -9556379.000000 Penalty: 5375.087891
	Iteration 4Q: 3 clusters Score -9556379 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -9556909.000000 Penalty: 5375.087891
	Iteration 5Q: 3 clusters Score -9556909 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -9557929.000000 Penalty: 5375.087891
	Iteration 6Q: 3 clusters Score -9557929 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9559563.000000 Penalty: 5375.087891
	Iteration 7F: 3 clusters Score -9559563 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -9562285.000000 Penalty: 5375.087891
	Iteration 8F: 3 clusters Score -9562285 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -9565820.000000 Penalty: 5375.087891
	Iteration 9F: 3 clusters Score -9565820 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -9568336.000000 Penalty: 5375.087891
	Iteration 10F: 3 clusters Score -9568336 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9570207.000000 Penalty: 5375.087891
	Iteration 11Q: 3 clusters Score -9570207 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9570812.000000 Penalty: 5375.087891
	Iteration 12Q: 3 clusters Score -9570812 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9571017.000000 Penalty: 5375.087891
	Iteration 13Q: 3 clusters Score -9571017 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9571113.000000 Penalty: 5375.087891
	Iteration 14Q: 3 clusters Score -9571113 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9571157.000000 Penalty: 5375.087891
	Iteration 15Q: 3 clusters Score -9571157 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9571204.000000 Penalty: 5375.087891
	Iteration 16Q: 3 clusters Score -9571204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9571212.000000 Penalty: 5375.087891
	Iteration 17Q: 3 clusters Score -9571212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9571241.000000 Penalty: 5375.087891
	Iteration 18Q: 3 clusters Score -9571241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9571254.000000 Penalty: 5375.087891
	Iteration 19Q: 3 clusters Score -9571254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9571257.000000 Penalty: 5375.087891
	Iteration 20F: 3 clusters Score -9571257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9571252.000000 Penalty: 5375.087891
	Iteration 21Q: 3 clusters Score -9571252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9571264.000000 Penalty: 5375.087891
	Iteration 22Q: 3 clusters Score -9571264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9571268.000000 Penalty: 5375.087891
	Iteration 23Q: 3 clusters Score -9571268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9571281.000000 Penalty: 5375.087891
	Iteration 24Q: 3 clusters Score -9571281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9571281.000000 Penalty: 5375.087891
	Iteration 25F: 3 clusters Score -9571281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (56465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Entering Unmasked Estep 
Score: -10595999.000000 Penalty: 2713.461426
	Iteration 0F: 2 clusters Score -1.0596e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -10563959.000000 Penalty: 5426.922852
	Iteration 0F: 3 clusters Score -1.056396e+07 nChanged 26200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -10578459.000000 Penalty: 5426.922852
	Iteration 1F: 3 clusters Score -1.057846e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -10578928.000000 Penalty: 5426.922852
	Iteration 2Q: 3 clusters Score -1.057893e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -10579361.000000 Penalty: 5426.922852
	Iteration 3Q: 3 clusters Score -1.057936e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -10579871.000000 Penalty: 5426.922852
	Iteration 4Q: 3 clusters Score -1.057987e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -10580517.000000 Penalty: 5426.922852
	Iteration 5Q: 3 clusters Score -1.058052e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -10581493.000000 Penalty: 5426.922852
	Iteration 6Q: 3 clusters Score -1.058149e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -10583215.000000 Penalty: 5426.922852
	Iteration 7F: 3 clusters Score -1.058322e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -10585825.000000 Penalty: 5426.922852
	Iteration 8F: 3 clusters Score -1.058582e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -10588060.000000 Penalty: 5426.922852
	Iteration 9F: 3 clusters Score -1.058806e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -10591219.000000 Penalty: 5426.922852
	Iteration 10F: 3 clusters Score -1.059122e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -10592451.000000 Penalty: 5426.922852
	Iteration 11Q: 3 clusters Score -1.059245e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -10593015.000000 Penalty: 5426.922852
	Iteration 12Q: 3 clusters Score -1.059302e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -10593340.000000 Penalty: 5426.922852
	Iteration 13Q: 3 clusters Score -1.059334e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -10593505.000000 Penalty: 5426.922852
	Iteration 14Q: 3 clusters Score -1.05935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10593603.000000 Penalty: 5426.922852
	Iteration 15Q: 3 clusters Score -1.05936e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
Score: -10593650.000000 Penalty: 5426.922852
	Iteration 16Q: 3 clusters Score -1.059365e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -10593663.000000 Penalty: 5426.922852
	Iteration 17Q: 3 clusters Score -1.059366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -10593680.000000 Penalty: 5426.922852
	Iteration 18Q: 3 clusters Score -1.059368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10593703.000000 Penalty: 5426.922852
	Iteration 19Q: 3 clusters Score -1.05937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10593704.000000 Penalty: 5426.922852
	Iteration 20F: 3 clusters Score -1.05937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56206 members 
Entering Unmasked Estep 
Score: -10593738.000000 Penalty: 5426.922852
	Iteration 21Q: 3 clusters Score -1.059374e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10593726.000000 Penalty: 5426.922852
	Iteration 22Q: 3 clusters Score -1.059373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -10593730.000000 Penalty: 5426.922852
	Iteration 23Q: 3 clusters Score -1.059373e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10593730.000000 Penalty: 5426.922852
	Iteration 24Q: 3 clusters Score -1.059373e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10593730.000000 Penalty: 5426.922852
	Iteration 25F: 3 clusters Score -1.059373e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -389838.343750 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -389838.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -387036.031250 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -387036 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -387581.156250 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -387581.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -387736.906250 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -387736.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -387830.843750 Penalty: 3821.139648
	Iteration 3F: 3 clusters Score -387830.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -387875.937500 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -387875.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -387917.750000 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -387917.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -387943.718750 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -387943.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -387962.375000 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -387962.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -387975.062500 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -387975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -387980.906250 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -387980.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -387989.125000 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -387989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -387993.281250 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -387993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -387995.718750 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -387995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387996.406250 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -387996.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387997.406250 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -387997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387998.812500 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -387998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387999.375000 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -387999.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -387999.375000 Penalty: 3821.139648
	Iteration 17F: 3 clusters Score -387999.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (52741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Entering Unmasked Estep 
Score: -9905431.000000 Penalty: 2696.540771
	Iteration 0F: 2 clusters Score -9905431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -9873802.000000 Penalty: 5393.081543
	Iteration 0F: 3 clusters Score -9873802 nChanged 24460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -9887482.000000 Penalty: 5393.081543
	Iteration 1F: 3 clusters Score -9887482 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -9888036.000000 Penalty: 5393.081543
	Iteration 2Q: 3 clusters Score -9888036 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -9888624.000000 Penalty: 5393.081543
	Iteration 3Q: 3 clusters Score -9888624 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -9889332.000000 Penalty: 5393.081543
	Iteration 4Q: 3 clusters Score -9889332 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -9890201.000000 Penalty: 5393.081543
	Iteration 5Q: 3 clusters Score -9890201 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -9891462.000000 Penalty: 5393.081543
	Iteration 6Q: 3 clusters Score -9891462 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -9893278.000000 Penalty: 5393.081543
	Iteration 7F: 3 clusters Score -9893278 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9895776.000000 Penalty: 5393.081543
	Iteration 8F: 3 clusters Score -9895776 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -9898740.000000 Penalty: 5393.081543
	Iteration 9F: 3 clusters Score -9898740 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 45994 members 
Entering Unmasked Estep 
Score: -9900777.000000 Penalty: 5393.081543
	Iteration 10F: 3 clusters Score -9900777 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9902045.000000 Penalty: 5393.081543
	Iteration 11Q: 3 clusters Score -9902045 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 49697 members 
Entering Unmasked Estep 
Score: -9902548.000000 Penalty: 5393.081543
	Iteration 12Q: 3 clusters Score -9902548 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -9902929.000000 Penalty: 5393.081543
	Iteration 13Q: 3 clusters Score -9902929 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51051 members 
Entering Unmasked Estep 
Score: -9903212.000000 Penalty: 5393.081543
	Iteration 14Q: 3 clusters Score -9903212 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -9903336.000000 Penalty: 5393.081543
	Iteration 15Q: 3 clusters Score -9903336 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -9903353.000000 Penalty: 5393.081543
	Iteration 16Q: 3 clusters Score -9903353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -9903381.000000 Penalty: 5393.081543
	Iteration 17Q: 3 clusters Score -9903381 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9903425.000000 Penalty: 5393.081543
	Iteration 18Q: 3 clusters Score -9903425 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -9903442.000000 Penalty: 5393.081543
	Iteration 19Q: 3 clusters Score -9903442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51728 members 
Entering Unmasked Estep 
Score: -9903472.000000 Penalty: 5393.081543
	Iteration 20F: 3 clusters Score -9903472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -9903461.000000 Penalty: 5393.081543
	Iteration 21Q: 3 clusters Score -9903461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -9903477.000000 Penalty: 5393.081543
	Iteration 22Q: 3 clusters Score -9903477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 51787 members 
Entering Unmasked Estep 
Score: -9903473.000000 Penalty: 5393.081543
	Iteration 23Q: 3 clusters Score -9903473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -9903486.000000 Penalty: 5393.081543
	Iteration 24Q: 3 clusters Score -9903486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -9903502.000000 Penalty: 5393.081543
	Iteration 25Q: 3 clusters Score -9903502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -9903510.000000 Penalty: 5393.081543
	Iteration 26Q: 3 clusters Score -9903510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 51840 members 
Entering Unmasked Estep 
Score: -9903523.000000 Penalty: 5393.081543
	Iteration 27Q: 3 clusters Score -9903523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -9903529.000000 Penalty: 5393.081543
	Iteration 28Q: 3 clusters Score -9903529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -9903546.000000 Penalty: 5393.081543
	Iteration 29Q: 3 clusters Score -9903546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 51851 members 
Entering Unmasked Estep 
Score: -9903543.000000 Penalty: 5393.081543
	Iteration 30Q: 3 clusters Score -9903543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 51856 members 
Entering Unmasked Estep 
Score: -9903542.000000 Penalty: 5393.081543
	Iteration 31Q: 3 clusters Score -9903542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -9903546.000000 Penalty: 5393.081543
	Iteration 32Q: 3 clusters Score -9903546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
Score: -9903545.000000 Penalty: 5393.081543
	Iteration 33Q: 3 clusters Score -9903545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -9903541.000000 Penalty: 5393.081543
	Iteration 34Q: 3 clusters Score -9903541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 51865 members 
Entering Unmasked Estep 
Score: -9903552.000000 Penalty: 5393.081543
	Iteration 35Q: 3 clusters Score -9903552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -9903553.000000 Penalty: 5393.081543
	Iteration 36Q: 3 clusters Score -9903553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51872 members 
Entering Unmasked Estep 
Score: -9903556.000000 Penalty: 5393.081543
	Iteration 37Q: 3 clusters Score -9903556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51877 members 
Entering Unmasked Estep 
Score: -9903558.000000 Penalty: 5393.081543
	Iteration 38Q: 3 clusters Score -9903558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 51879 members 
Entering Unmasked Estep 
Score: -9903554.000000 Penalty: 5393.081543
	Iteration 39Q: 3 clusters Score -9903554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -9903555.000000 Penalty: 5393.081543
	Iteration 40F: 3 clusters Score -9903555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56256 members 
Entering Unmasked Estep 
Score: -10529006.000000 Penalty: 2712.541504
	Iteration 0F: 2 clusters Score -1.052901e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28273 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -10497571.000000 Penalty: 5425.083008
	Iteration 0F: 3 clusters Score -1.049757e+07 nChanged 26096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -10512205.000000 Penalty: 5425.083008
	Iteration 1F: 3 clusters Score -1.05122e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -10512893.000000 Penalty: 5425.083008
	Iteration 2Q: 3 clusters Score -1.051289e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -10513545.000000 Penalty: 5425.083008
	Iteration 3Q: 3 clusters Score -1.051354e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -10514169.000000 Penalty: 5425.083008
	Iteration 4Q: 3 clusters Score -1.051417e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -10514851.000000 Penalty: 5425.083008
	Iteration 5Q: 3 clusters Score -1.051485e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -10515723.000000 Penalty: 5425.083008
	Iteration 6Q: 3 clusters Score -1.051572e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -10516801.000000 Penalty: 5425.083008
	Iteration 7Q: 3 clusters Score -1.05168e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -10518115.000000 Penalty: 5425.083008
	Iteration 8Q: 3 clusters Score -1.051812e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -10519691.000000 Penalty: 5425.083008
	Iteration 9Q: 3 clusters Score -1.051969e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -10521371.000000 Penalty: 5425.083008
	Iteration 10Q: 3 clusters Score -1.052137e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -10522989.000000 Penalty: 5425.083008
	Iteration 11Q: 3 clusters Score -1.052299e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -10524501.000000 Penalty: 5425.083008
	Iteration 12Q: 3 clusters Score -1.05245e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -10525734.000000 Penalty: 5425.083008
	Iteration 13Q: 3 clusters Score -1.052573e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -10526735.000000 Penalty: 5425.083008
	Iteration 14Q: 3 clusters Score -1.052674e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -10527479.000000 Penalty: 5425.083008
	Iteration 15Q: 3 clusters Score -1.052748e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -10528006.000000 Penalty: 5425.083008
	Iteration 16Q: 3 clusters Score -1.052801e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -10528577.000000 Penalty: 5425.083008
	Iteration 17Q: 3 clusters Score -1.052858e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -10529096.000000 Penalty: 5425.083008
	Iteration 18Q: 3 clusters Score -1.05291e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -10529682.000000 Penalty: 5425.083008
	Iteration 19Q: 3 clusters Score -1.052968e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -10530278.000000 Penalty: 5425.083008
	Iteration 20F: 3 clusters Score -1.053028e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -10530850.000000 Penalty: 5425.083008
	Iteration 21Q: 3 clusters Score -1.053085e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -10531342.000000 Penalty: 5425.083008
	Iteration 22Q: 3 clusters Score -1.053134e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -10531696.000000 Penalty: 5425.083008
	Iteration 23Q: 3 clusters Score -1.05317e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -10531852.000000 Penalty: 5425.083008
	Iteration 24Q: 3 clusters Score -1.053185e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -10531986.000000 Penalty: 5425.083008
	Iteration 25Q: 3 clusters Score -1.053199e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -10532120.000000 Penalty: 5425.083008
	Iteration 26Q: 3 clusters Score -1.053212e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -10532143.000000 Penalty: 5425.083008
	Iteration 27Q: 3 clusters Score -1.053214e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -10532194.000000 Penalty: 5425.083008
	Iteration 28Q: 3 clusters Score -1.053219e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -10532111.000000 Penalty: 5425.083008
	Iteration 29Q: 3 clusters Score -1.053211e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -10532064.000000 Penalty: 5425.083008
	Iteration 30Q: 3 clusters Score -1.053206e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -10532035.000000 Penalty: 5425.083008
	Iteration 31Q: 3 clusters Score -1.053204e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -10531975.000000 Penalty: 5425.083008
	Iteration 32Q: 3 clusters Score -1.053198e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -10531962.000000 Penalty: 5425.083008
	Iteration 33Q: 3 clusters Score -1.053196e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -10531904.000000 Penalty: 5425.083008
	Iteration 34Q: 3 clusters Score -1.05319e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -10531830.000000 Penalty: 5425.083008
	Iteration 35Q: 3 clusters Score -1.053183e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -10531744.000000 Penalty: 5425.083008
	Iteration 36Q: 3 clusters Score -1.053174e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -10531724.000000 Penalty: 5425.083008
	Iteration 37Q: 3 clusters Score -1.053172e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -10531687.000000 Penalty: 5425.083008
	Iteration 38Q: 3 clusters Score -1.053169e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -10531639.000000 Penalty: 5425.083008
	Iteration 39Q: 3 clusters Score -1.053164e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -10531888.000000 Penalty: 5425.083008
	Iteration 40F: 3 clusters Score -1.053189e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -10531950.000000 Penalty: 5425.083008
	Iteration 41Q: 3 clusters Score -1.053195e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -10531997.000000 Penalty: 5425.083008
	Iteration 42Q: 3 clusters Score -1.0532e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -10532002.000000 Penalty: 5425.083008
	Iteration 43Q: 3 clusters Score -1.0532e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -10531935.000000 Penalty: 5425.083008
	Iteration 44Q: 3 clusters Score -1.053194e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -10531951.000000 Penalty: 5425.083008
	Iteration 45Q: 3 clusters Score -1.053195e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -10531864.000000 Penalty: 5425.083008
	Iteration 46Q: 3 clusters Score -1.053186e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -10531761.000000 Penalty: 5425.083008
	Iteration 47Q: 3 clusters Score -1.053176e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -10531693.000000 Penalty: 5425.083008
	Iteration 48Q: 3 clusters Score -1.053169e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -10531707.000000 Penalty: 5425.083008
	Iteration 49Q: 3 clusters Score -1.053171e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -10531643.000000 Penalty: 5425.083008
	Iteration 50Q: 3 clusters Score -1.053164e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -10531598.000000 Penalty: 5425.083008
	Iteration 51Q: 3 clusters Score -1.05316e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -10531524.000000 Penalty: 5425.083008
	Iteration 52Q: 3 clusters Score -1.053152e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -10531377.000000 Penalty: 5425.083008
	Iteration 53Q: 3 clusters Score -1.053138e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -10531215.000000 Penalty: 5425.083008
	Iteration 54Q: 3 clusters Score -1.053122e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -10530994.000000 Penalty: 5425.083008
	Iteration 55Q: 3 clusters Score -1.053099e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -10530746.000000 Penalty: 5425.083008
	Iteration 56Q: 3 clusters Score -1.053075e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -10530411.000000 Penalty: 5425.083008
	Iteration 57Q: 3 clusters Score -1.053041e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -10530120.000000 Penalty: 5425.083008
	Iteration 58Q: 3 clusters Score -1.053012e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -10529847.000000 Penalty: 5425.083008
	Iteration 59Q: 3 clusters Score -1.052985e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 46420 members 
Entering Unmasked Estep 
Score: -10529593.000000 Penalty: 5425.083008
	Iteration 60F: 3 clusters Score -1.052959e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -10529384.000000 Penalty: 5425.083008
	Iteration 61Q: 3 clusters Score -1.052938e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -10529390.000000 Penalty: 5425.083008
	Iteration 62Q: 3 clusters Score -1.052939e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -10529372.000000 Penalty: 5425.083008
	Iteration 63Q: 3 clusters Score -1.052937e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -10529363.000000 Penalty: 5425.083008
	Iteration 64Q: 3 clusters Score -1.052936e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -10529325.000000 Penalty: 5425.083008
	Iteration 65Q: 3 clusters Score -1.052932e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -10529273.000000 Penalty: 5425.083008
	Iteration 66Q: 3 clusters Score -1.052927e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 49287 members 
Entering Unmasked Estep 
Score: -10529191.000000 Penalty: 5425.083008
	Iteration 67Q: 3 clusters Score -1.052919e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -10529129.000000 Penalty: 5425.083008
	Iteration 68Q: 3 clusters Score -1.052913e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -10529063.000000 Penalty: 5425.083008
	Iteration 69Q: 3 clusters Score -1.052906e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -10529000.000000 Penalty: 5425.083008
	Iteration 70Q: 3 clusters Score -1.0529e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -10528975.000000 Penalty: 5425.083008
	Iteration 71Q: 3 clusters Score -1.052898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 49976 members 
Entering Unmasked Estep 
Score: -10528928.000000 Penalty: 5425.083008
	Iteration 72Q: 3 clusters Score -1.052893e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -10528882.000000 Penalty: 5425.083008
	Iteration 73Q: 3 clusters Score -1.052888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -10528859.000000 Penalty: 5425.083008
	Iteration 74Q: 3 clusters Score -1.052886e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -10528825.000000 Penalty: 5425.083008
	Iteration 75Q: 3 clusters Score -1.052882e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -10528781.000000 Penalty: 5425.083008
	Iteration 76Q: 3 clusters Score -1.052878e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -10528771.000000 Penalty: 5425.083008
	Iteration 77Q: 3 clusters Score -1.052877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -10528758.000000 Penalty: 5425.083008
	Iteration 78Q: 3 clusters Score -1.052876e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -10528724.000000 Penalty: 5425.083008
	Iteration 79Q: 3 clusters Score -1.052872e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 50675 members 
Entering Unmasked Estep 
Score: -10528713.000000 Penalty: 5425.083008
	Iteration 80F: 3 clusters Score -1.052871e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -10528729.000000 Penalty: 5425.083008
	Iteration 81Q: 3 clusters Score -1.052873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -10528682.000000 Penalty: 5425.083008
	Iteration 82Q: 3 clusters Score -1.052868e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -10528679.000000 Penalty: 5425.083008
	Iteration 83Q: 3 clusters Score -1.052868e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 50850 members 
Entering Unmasked Estep 
Score: -10528683.000000 Penalty: 5425.083008
	Iteration 84Q: 3 clusters Score -1.052868e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -10528676.000000 Penalty: 5425.083008
	Iteration 85Q: 3 clusters Score -1.052868e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -10528659.000000 Penalty: 5425.083008
	Iteration 86Q: 3 clusters Score -1.052866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -10528678.000000 Penalty: 5425.083008
	Iteration 87Q: 3 clusters Score -1.052868e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -10528646.000000 Penalty: 5425.083008
	Iteration 88Q: 3 clusters Score -1.052865e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -10528660.000000 Penalty: 5425.083008
	Iteration 89Q: 3 clusters Score -1.052866e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -10528643.000000 Penalty: 5425.083008
	Iteration 90Q: 3 clusters Score -1.052864e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
Score: -10528642.000000 Penalty: 5425.083008
	Iteration 91Q: 3 clusters Score -1.052864e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 51039 members 
Entering Unmasked Estep 
Score: -10528633.000000 Penalty: 5425.083008
	Iteration 92Q: 3 clusters Score -1.052863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -10528640.000000 Penalty: 5425.083008
	Iteration 93Q: 3 clusters Score -1.052864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 51061 members 
Entering Unmasked Estep 
Score: -10528629.000000 Penalty: 5425.083008
	Iteration 94Q: 3 clusters Score -1.052863e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -10528625.000000 Penalty: 5425.083008
	Iteration 95Q: 3 clusters Score -1.052862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 51086 members 
Entering Unmasked Estep 
Score: -10528617.000000 Penalty: 5425.083008
	Iteration 96Q: 3 clusters Score -1.052862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -10528594.000000 Penalty: 5425.083008
	Iteration 97Q: 3 clusters Score -1.052859e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -10528577.000000 Penalty: 5425.083008
	Iteration 98Q: 3 clusters Score -1.052858e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -10528580.000000 Penalty: 5425.083008
	Iteration 99Q: 3 clusters Score -1.052858e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -10528580.000000 Penalty: 5425.083008
	Iteration 100F: 3 clusters Score -1.052858e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -10528578.000000 Penalty: 5425.083008
	Iteration 101Q: 3 clusters Score -1.052858e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -10528573.000000 Penalty: 5425.083008
	Iteration 102Q: 3 clusters Score -1.052857e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -10528577.000000 Penalty: 5425.083008
	Iteration 103Q: 3 clusters Score -1.052858e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 51223 members 
Entering Unmasked Estep 
Score: -10528560.000000 Penalty: 5425.083008
	Iteration 104Q: 3 clusters Score -1.052856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -10528551.000000 Penalty: 5425.083008
	Iteration 105Q: 3 clusters Score -1.052855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -10528531.000000 Penalty: 5425.083008
	Iteration 106Q: 3 clusters Score -1.052853e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -10528543.000000 Penalty: 5425.083008
	Iteration 107Q: 3 clusters Score -1.052854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -10528510.000000 Penalty: 5425.083008
	Iteration 108Q: 3 clusters Score -1.052851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 51331 members 
Entering Unmasked Estep 
Score: -10528512.000000 Penalty: 5425.083008
	Iteration 109Q: 3 clusters Score -1.052851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -10528509.000000 Penalty: 5425.083008
	Iteration 110Q: 3 clusters Score -1.052851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -10528487.000000 Penalty: 5425.083008
	Iteration 111Q: 3 clusters Score -1.052849e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -10528494.000000 Penalty: 5425.083008
	Iteration 112Q: 3 clusters Score -1.052849e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -10528500.000000 Penalty: 5425.083008
	Iteration 113Q: 3 clusters Score -1.05285e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -10528487.000000 Penalty: 5425.083008
	Iteration 114Q: 3 clusters Score -1.052849e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -10528478.000000 Penalty: 5425.083008
	Iteration 115Q: 3 clusters Score -1.052848e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -10528498.000000 Penalty: 5425.083008
	Iteration 116Q: 3 clusters Score -1.05285e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -10528498.000000 Penalty: 5425.083008
	Iteration 117Q: 3 clusters Score -1.05285e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -10528456.000000 Penalty: 5425.083008
	Iteration 118Q: 3 clusters Score -1.052846e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -10528432.000000 Penalty: 5425.083008
	Iteration 119Q: 3 clusters Score -1.052843e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -10528412.000000 Penalty: 5425.083008
	Iteration 120F: 3 clusters Score -1.052841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -10528409.000000 Penalty: 5425.083008
	Iteration 121Q: 3 clusters Score -1.052841e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 51702 members 
Entering Unmasked Estep 
Score: -10528388.000000 Penalty: 5425.083008
	Iteration 122Q: 3 clusters Score -1.052839e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 51743 members 
Entering Unmasked Estep 
Score: -10528392.000000 Penalty: 5425.083008
	Iteration 123Q: 3 clusters Score -1.052839e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 51781 members 
Entering Unmasked Estep 
Score: -10528370.000000 Penalty: 5425.083008
	Iteration 124Q: 3 clusters Score -1.052837e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 51823 members 
Entering Unmasked Estep 
Score: -10528347.000000 Penalty: 5425.083008
	Iteration 125Q: 3 clusters Score -1.052835e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -10528329.000000 Penalty: 5425.083008
	Iteration 126Q: 3 clusters Score -1.052833e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 51916 members 
Entering Unmasked Estep 
Score: -10528296.000000 Penalty: 5425.083008
	Iteration 127Q: 3 clusters Score -1.05283e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 51951 members 
Entering Unmasked Estep 
Score: -10528318.000000 Penalty: 5425.083008
	Iteration 128Q: 3 clusters Score -1.052832e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 51995 members 
Entering Unmasked Estep 
Score: -10528313.000000 Penalty: 5425.083008
	Iteration 129Q: 3 clusters Score -1.052831e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -10528293.000000 Penalty: 5425.083008
	Iteration 130Q: 3 clusters Score -1.052829e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -10528278.000000 Penalty: 5425.083008
	Iteration 131Q: 3 clusters Score -1.052828e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 52144 members 
Entering Unmasked Estep 
Score: -10528270.000000 Penalty: 5425.083008
	Iteration 132Q: 3 clusters Score -1.052827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -10528268.000000 Penalty: 5425.083008
	Iteration 133Q: 3 clusters Score -1.052827e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -10528237.000000 Penalty: 5425.083008
	Iteration 134Q: 3 clusters Score -1.052824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -10528211.000000 Penalty: 5425.083008
	Iteration 135Q: 3 clusters Score -1.052821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10528186.000000 Penalty: 5425.083008
	Iteration 136Q: 3 clusters Score -1.052819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 52339 members 
Entering Unmasked Estep 
Score: -10528188.000000 Penalty: 5425.083008
	Iteration 137Q: 3 clusters Score -1.052819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -10528198.000000 Penalty: 5425.083008
	Iteration 138Q: 3 clusters Score -1.05282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -10528209.000000 Penalty: 5425.083008
	Iteration 139Q: 3 clusters Score -1.052821e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 52395 members 
Entering Unmasked Estep 
Score: -10528200.000000 Penalty: 5425.083008
	Iteration 140F: 3 clusters Score -1.05282e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -10528188.000000 Penalty: 5425.083008
	Iteration 141Q: 3 clusters Score -1.052819e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -10528191.000000 Penalty: 5425.083008
	Iteration 142Q: 3 clusters Score -1.052819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -10528195.000000 Penalty: 5425.083008
	Iteration 143Q: 3 clusters Score -1.05282e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -10528176.000000 Penalty: 5425.083008
	Iteration 144Q: 3 clusters Score -1.052818e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 52484 members 
Entering Unmasked Estep 
Score: -10528165.000000 Penalty: 5425.083008
	Iteration 145Q: 3 clusters Score -1.052816e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -10528151.000000 Penalty: 5425.083008
	Iteration 146Q: 3 clusters Score -1.052815e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
Score: -10528140.000000 Penalty: 5425.083008
	Iteration 147Q: 3 clusters Score -1.052814e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 52533 members 
Entering Unmasked Estep 
Score: -10528146.000000 Penalty: 5425.083008
	Iteration 148Q: 3 clusters Score -1.052815e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -10528140.000000 Penalty: 5425.083008
	Iteration 149Q: 3 clusters Score -1.052814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -10528125.000000 Penalty: 5425.083008
	Iteration 150Q: 3 clusters Score -1.052812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -10528113.000000 Penalty: 5425.083008
	Iteration 151Q: 3 clusters Score -1.052811e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -10528096.000000 Penalty: 5425.083008
	Iteration 152Q: 3 clusters Score -1.05281e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 52673 members 
Entering Unmasked Estep 
Score: -10528089.000000 Penalty: 5425.083008
	Iteration 153Q: 3 clusters Score -1.052809e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -10528075.000000 Penalty: 5425.083008
	Iteration 154Q: 3 clusters Score -1.052808e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -10528074.000000 Penalty: 5425.083008
	Iteration 155Q: 3 clusters Score -1.052807e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -10528055.000000 Penalty: 5425.083008
	Iteration 156Q: 3 clusters Score -1.052806e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 52865 members 
Entering Unmasked Estep 
Score: -10528066.000000 Penalty: 5425.083008
	Iteration 157Q: 3 clusters Score -1.052807e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -10528051.000000 Penalty: 5425.083008
	Iteration 158Q: 3 clusters Score -1.052805e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 52938 members 
Entering Unmasked Estep 
Score: -10528041.000000 Penalty: 5425.083008
	Iteration 159Q: 3 clusters Score -1.052804e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -10528035.000000 Penalty: 5425.083008
	Iteration 160F: 3 clusters Score -1.052804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -10528022.000000 Penalty: 5425.083008
	Iteration 161Q: 3 clusters Score -1.052802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -10528025.000000 Penalty: 5425.083008
	Iteration 162Q: 3 clusters Score -1.052802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -10528016.000000 Penalty: 5425.083008
	Iteration 163Q: 3 clusters Score -1.052802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -10528018.000000 Penalty: 5425.083008
	Iteration 164Q: 3 clusters Score -1.052802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10528013.000000 Penalty: 5425.083008
	Iteration 165Q: 3 clusters Score -1.052801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -10528008.000000 Penalty: 5425.083008
	Iteration 166Q: 3 clusters Score -1.052801e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 53089 members 
Entering Unmasked Estep 
Score: -10527991.000000 Penalty: 5425.083008
	Iteration 167Q: 3 clusters Score -1.052799e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -10527979.000000 Penalty: 5425.083008
	Iteration 168Q: 3 clusters Score -1.052798e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 53141 members 
Entering Unmasked Estep 
Score: -10527955.000000 Penalty: 5425.083008
	Iteration 169Q: 3 clusters Score -1.052796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -10527946.000000 Penalty: 5425.083008
	Iteration 170Q: 3 clusters Score -1.052795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -10527941.000000 Penalty: 5425.083008
	Iteration 171Q: 3 clusters Score -1.052794e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -10527899.000000 Penalty: 5425.083008
	Iteration 172Q: 3 clusters Score -1.05279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 53314 members 
Entering Unmasked Estep 
Score: -10527897.000000 Penalty: 5425.083008
	Iteration 173Q: 3 clusters Score -1.05279e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 53365 members 
Entering Unmasked Estep 
Score: -10527883.000000 Penalty: 5425.083008
	Iteration 174Q: 3 clusters Score -1.052788e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 53432 members 
Entering Unmasked Estep 
Score: -10527883.000000 Penalty: 5425.083008
	Iteration 175Q: 3 clusters Score -1.052788e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -10527872.000000 Penalty: 5425.083008
	Iteration 176Q: 3 clusters Score -1.052787e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -10527830.000000 Penalty: 5425.083008
	Iteration 177Q: 3 clusters Score -1.052783e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 53642 members 
Entering Unmasked Estep 
Score: -10527827.000000 Penalty: 5425.083008
	Iteration 178Q: 3 clusters Score -1.052783e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -10527832.000000 Penalty: 5425.083008
	Iteration 179Q: 3 clusters Score -1.052783e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 53751 members 
Entering Unmasked Estep 
Score: -10527817.000000 Penalty: 5425.083008
	Iteration 180F: 3 clusters Score -1.052782e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 53808 members 
Entering Unmasked Estep 
Score: -10527811.000000 Penalty: 5425.083008
	Iteration 181Q: 3 clusters Score -1.052781e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -10527763.000000 Penalty: 5425.083008
	Iteration 182Q: 3 clusters Score -1.052776e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -10527735.000000 Penalty: 5425.083008
	Iteration 183Q: 3 clusters Score -1.052774e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -10527710.000000 Penalty: 5425.083008
	Iteration 184Q: 3 clusters Score -1.052771e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -10527705.000000 Penalty: 5425.083008
	Iteration 185Q: 3 clusters Score -1.05277e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -10527688.000000 Penalty: 5425.083008
	Iteration 186Q: 3 clusters Score -1.052769e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -10527672.000000 Penalty: 5425.083008
	Iteration 187Q: 3 clusters Score -1.052767e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -10527671.000000 Penalty: 5425.083008
	Iteration 188Q: 3 clusters Score -1.052767e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -10527667.000000 Penalty: 5425.083008
	Iteration 189Q: 3 clusters Score -1.052767e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -10527635.000000 Penalty: 5425.083008
	Iteration 190Q: 3 clusters Score -1.052764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -10527634.000000 Penalty: 5425.083008
	Iteration 191Q: 3 clusters Score -1.052763e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -10527629.000000 Penalty: 5425.083008
	Iteration 192Q: 3 clusters Score -1.052763e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 54346 members 
Entering Unmasked Estep 
Score: -10527637.000000 Penalty: 5425.083008
	Iteration 193Q: 3 clusters Score -1.052764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -10527615.000000 Penalty: 5425.083008
	Iteration 194Q: 3 clusters Score -1.052762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -10527604.000000 Penalty: 5425.083008
	Iteration 195Q: 3 clusters Score -1.05276e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -10527581.000000 Penalty: 5425.083008
	Iteration 196Q: 3 clusters Score -1.052758e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -10527581.000000 Penalty: 5425.083008
	Iteration 197Q: 3 clusters Score -1.052758e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -10527592.000000 Penalty: 5425.083008
	Iteration 198Q: 3 clusters Score -1.052759e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -10527588.000000 Penalty: 5425.083008
	Iteration 199Q: 3 clusters Score -1.052759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -10527558.000000 Penalty: 5425.083008
	Iteration 200F: 3 clusters Score -1.052756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -10527544.000000 Penalty: 5425.083008
	Iteration 201Q: 3 clusters Score -1.052754e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -10527538.000000 Penalty: 5425.083008
	Iteration 202Q: 3 clusters Score -1.052754e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -10527552.000000 Penalty: 5425.083008
	Iteration 203Q: 3 clusters Score -1.052755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 54697 members 
Entering Unmasked Estep 
Score: -10527521.000000 Penalty: 5425.083008
	Iteration 204Q: 3 clusters Score -1.052752e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -10527512.000000 Penalty: 5425.083008
	Iteration 205Q: 3 clusters Score -1.052751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -10527521.000000 Penalty: 5425.083008
	Iteration 206Q: 3 clusters Score -1.052752e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 54772 members 
Entering Unmasked Estep 
Score: -10527530.000000 Penalty: 5425.083008
	Iteration 207Q: 3 clusters Score -1.052753e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -10527509.000000 Penalty: 5425.083008
	Iteration 208Q: 3 clusters Score -1.052751e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -10527502.000000 Penalty: 5425.083008
	Iteration 209Q: 3 clusters Score -1.05275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -10527478.000000 Penalty: 5425.083008
	Iteration 210Q: 3 clusters Score -1.052748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 54902 members 
Entering Unmasked Estep 
Score: -10527484.000000 Penalty: 5425.083008
	Iteration 211Q: 3 clusters Score -1.052748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 54948 members 
Entering Unmasked Estep 
Score: -10527457.000000 Penalty: 5425.083008
	Iteration 212Q: 3 clusters Score -1.052746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -10527434.000000 Penalty: 5425.083008
	Iteration 213Q: 3 clusters Score -1.052743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 55008 members 
Entering Unmasked Estep 
Score: -10527448.000000 Penalty: 5425.083008
	Iteration 214Q: 3 clusters Score -1.052745e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 55024 members 
Entering Unmasked Estep 
Score: -10527426.000000 Penalty: 5425.083008
	Iteration 215Q: 3 clusters Score -1.052743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 55045 members 
Entering Unmasked Estep 
Score: -10527431.000000 Penalty: 5425.083008
	Iteration 216Q: 3 clusters Score -1.052743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 55061 members 
Entering Unmasked Estep 
Score: -10527406.000000 Penalty: 5425.083008
	Iteration 217Q: 3 clusters Score -1.052741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -10527420.000000 Penalty: 5425.083008
	Iteration 218Q: 3 clusters Score -1.052742e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -10527417.000000 Penalty: 5425.083008
	Iteration 219Q: 3 clusters Score -1.052742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -10527417.000000 Penalty: 5425.083008
	Iteration 220F: 3 clusters Score -1.052742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -10527403.000000 Penalty: 5425.083008
	Iteration 221Q: 3 clusters Score -1.05274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -10527394.000000 Penalty: 5425.083008
	Iteration 222Q: 3 clusters Score -1.052739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -10527383.000000 Penalty: 5425.083008
	Iteration 223Q: 3 clusters Score -1.052738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -10527381.000000 Penalty: 5425.083008
	Iteration 224Q: 3 clusters Score -1.052738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 55134 members 
Entering Unmasked Estep 
Score: -10527378.000000 Penalty: 5425.083008
	Iteration 225Q: 3 clusters Score -1.052738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 55135 members 
Entering Unmasked Estep 
Score: -10527383.000000 Penalty: 5425.083008
	Iteration 226Q: 3 clusters Score -1.052738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -10527380.000000 Penalty: 5425.083008
	Iteration 227Q: 3 clusters Score -1.052738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -10527385.000000 Penalty: 5425.083008
	Iteration 228Q: 3 clusters Score -1.052738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -10527377.000000 Penalty: 5425.083008
	Iteration 229Q: 3 clusters Score -1.052738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -10527364.000000 Penalty: 5425.083008
	Iteration 230Q: 3 clusters Score -1.052736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 55152 members 
Entering Unmasked Estep 
Score: -10527367.000000 Penalty: 5425.083008
	Iteration 231Q: 3 clusters Score -1.052737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10527364.000000 Penalty: 5425.083008
	Iteration 232Q: 3 clusters Score -1.052736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 55154 members 
Entering Unmasked Estep 
Score: -10527364.000000 Penalty: 5425.083008
	Iteration 233F: 3 clusters Score -1.052736e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 51109 members 
Mstep: Class 3 contains 16248 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 22693 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11678 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2290 members 
Mstep: Class 10 contains 24775 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51378 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24062 members 
Mstep: Class 17 contains 24061 members 
Mstep: Class 18 contains 22835 members 
Mstep: Class 19 contains 45015 members 
Mstep: Class 20 contains 5725 members 
Mstep: Class 21 contains 47685 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15635 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50862 members 
Mstep: Class 27 contains 56465 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52741 members 
Mstep: Class 30 contains 56256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137168736.000000 Penalty: 103966.859375
Iteration 479Q: 32 clusters Score -1.371687e+08 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 51139 members 
Mstep: Class 3 contains 16024 members 
Mstep: Class 4 contains 34928 members 
Mstep: Class 5 contains 22708 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11762 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2292 members 
Mstep: Class 10 contains 24799 members 
Mstep: Class 11 contains 24899 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51399 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24131 members 
Mstep: Class 17 contains 24053 members 
Mstep: Class 18 contains 22819 members 
Mstep: Class 19 contains 45207 members 
Mstep: Class 20 contains 5729 members 
Mstep: Class 21 contains 47851 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15673 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 50845 members 
Mstep: Class 27 contains 56377 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 53008 members 
Mstep: Class 30 contains 56272 members 
Mstep: Class 31 contains 34146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137169424.000000 Penalty: 103966.859375
Iteration 480F: 32 clusters Score -1.371694e+08 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51455 members 
Mstep: Class 2 contains 51144 members 
Mstep: Class 3 contains 15953 members 
Mstep: Class 4 contains 34481 members 
Mstep: Class 5 contains 22691 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11715 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2293 members 
Mstep: Class 10 contains 24599 members 
Mstep: Class 11 contains 25040 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51440 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24063 members 
Mstep: Class 17 contains 24039 members 
Mstep: Class 18 contains 22667 members 
Mstep: Class 19 contains 44937 members 
Mstep: Class 20 contains 5708 members 
Mstep: Class 21 contains 47582 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15432 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5249 members 
Mstep: Class 26 contains 50805 members 
Mstep: Class 27 contains 56295 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52643 members 
Mstep: Class 30 contains 56307 members 
Mstep: Class 31 contains 36241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137170448.000000 Penalty: 103966.859375
Iteration 481Q: 32 clusters Score -1.371704e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 51173 members 
Mstep: Class 3 contains 16151 members 
Mstep: Class 4 contains 34072 members 
Mstep: Class 5 contains 22684 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11677 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2297 members 
Mstep: Class 10 contains 24448 members 
Mstep: Class 11 contains 25186 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51484 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 24013 members 
Mstep: Class 17 contains 24020 members 
Mstep: Class 18 contains 22527 members 
Mstep: Class 19 contains 44732 members 
Mstep: Class 20 contains 5696 members 
Mstep: Class 21 contains 47398 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15230 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5250 members 
Mstep: Class 26 contains 50847 members 
Mstep: Class 27 contains 56176 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 52192 members 
Mstep: Class 30 contains 56276 members 
Mstep: Class 31 contains 37732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171168.000000 Penalty: 103966.859375
Iteration 482Q: 32 clusters Score -1.371712e+08 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 51190 members 
Mstep: Class 3 contains 16406 members 
Mstep: Class 4 contains 33664 members 
Mstep: Class 5 contains 22680 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11637 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2295 members 
Mstep: Class 10 contains 24280 members 
Mstep: Class 11 contains 25346 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51553 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23970 members 
Mstep: Class 17 contains 24007 members 
Mstep: Class 18 contains 22384 members 
Mstep: Class 19 contains 44512 members 
Mstep: Class 20 contains 5686 members 
Mstep: Class 21 contains 47283 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 15038 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 50681 members 
Mstep: Class 27 contains 56105 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 51794 members 
Mstep: Class 30 contains 56171 members 
Mstep: Class 31 contains 39167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137171328.000000 Penalty: 103966.859375
Iteration 483Q: 32 clusters Score -1.371713e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 51153 members 
Mstep: Class 3 contains 16691 members 
Mstep: Class 4 contains 33268 members 
Mstep: Class 5 contains 22674 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11621 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2291 members 
Mstep: Class 10 contains 24084 members 
Mstep: Class 11 contains 25470 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51634 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23945 members 
Mstep: Class 17 contains 23990 members 
Mstep: Class 18 contains 22246 members 
Mstep: Class 19 contains 44346 members 
Mstep: Class 20 contains 5681 members 
Mstep: Class 21 contains 47202 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 14833 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5247 members 
Mstep: Class 26 contains 50448 members 
Mstep: Class 27 contains 56096 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 51444 members 
Mstep: Class 30 contains 56096 members 
Mstep: Class 31 contains 40572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137172256.000000 Penalty: 103966.859375
Iteration 484Q: 32 clusters Score -1.371723e+08 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 51052 members 
Mstep: Class 3 contains 16959 members 
Mstep: Class 4 contains 32917 members 
Mstep: Class 5 contains 22652 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11625 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2289 members 
Mstep: Class 10 contains 23869 members 
Mstep: Class 11 contains 25562 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51710 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23907 members 
Mstep: Class 17 contains 23982 members 
Mstep: Class 18 contains 22110 members 
Mstep: Class 19 contains 44198 members 
Mstep: Class 20 contains 5678 members 
Mstep: Class 21 contains 47139 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 14620 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 50139 members 
Mstep: Class 27 contains 56066 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 51203 members 
Mstep: Class 30 contains 56066 members 
Mstep: Class 31 contains 41996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173072.000000 Penalty: 103966.859375
Iteration 485Q: 32 clusters Score -1.371731e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 50947 members 
Mstep: Class 3 contains 17212 members 
Mstep: Class 4 contains 32563 members 
Mstep: Class 5 contains 22633 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11606 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2288 members 
Mstep: Class 10 contains 23649 members 
Mstep: Class 11 contains 25645 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51757 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23870 members 
Mstep: Class 17 contains 23958 members 
Mstep: Class 18 contains 21980 members 
Mstep: Class 19 contains 44038 members 
Mstep: Class 20 contains 5667 members 
Mstep: Class 21 contains 47131 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 14412 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 49894 members 
Mstep: Class 27 contains 56096 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 50927 members 
Mstep: Class 30 contains 56024 members 
Mstep: Class 31 contains 43419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173824.000000 Penalty: 103966.859375
Iteration 486Q: 32 clusters Score -1.371738e+08 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 50761 members 
Mstep: Class 3 contains 17524 members 
Mstep: Class 4 contains 32237 members 
Mstep: Class 5 contains 22604 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11576 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2286 members 
Mstep: Class 10 contains 23398 members 
Mstep: Class 11 contains 25716 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51714 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 23940 members 
Mstep: Class 18 contains 21843 members 
Mstep: Class 19 contains 43900 members 
Mstep: Class 20 contains 5647 members 
Mstep: Class 21 contains 47095 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 14196 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5243 members 
Mstep: Class 26 contains 49680 members 
Mstep: Class 27 contains 56219 members 
Mstep: Class 28 contains 2217 members 
Mstep: Class 29 contains 50646 members 
Mstep: Class 30 contains 55999 members 
Mstep: Class 31 contains 44928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174368.000000 Penalty: 103966.859375
Iteration 487Q: 32 clusters Score -1.371744e+08 nChanged 5570
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51775 members 
Mstep: Class 2 contains 50575 members 
Mstep: Class 3 contains 17889 members 
Mstep: Class 4 contains 31910 members 
Mstep: Class 5 contains 22577 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 23169 members 
Mstep: Class 11 contains 25791 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51679 members 
Mstep: Class 14 contains 6663 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23781 members 
Mstep: Class 17 contains 23922 members 
Mstep: Class 18 contains 21681 members 
Mstep: Class 19 contains 43783 members 
Mstep: Class 20 contains 5638 members 
Mstep: Class 21 contains 47069 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13985 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5244 members 
Mstep: Class 26 contains 49460 members 
Mstep: Class 27 contains 56321 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 50270 members 
Mstep: Class 30 contains 55974 members 
Mstep: Class 31 contains 46445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174912.000000 Penalty: 103966.859375
Iteration 488Q: 32 clusters Score -1.371749e+08 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 50280 members 
Mstep: Class 3 contains 18266 members 
Mstep: Class 4 contains 31609 members 
Mstep: Class 5 contains 22555 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11549 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 22922 members 
Mstep: Class 11 contains 25867 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51764 members 
Mstep: Class 14 contains 6659 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23735 members 
Mstep: Class 17 contains 23912 members 
Mstep: Class 18 contains 21517 members 
Mstep: Class 19 contains 43620 members 
Mstep: Class 20 contains 5626 members 
Mstep: Class 21 contains 47022 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13790 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5246 members 
Mstep: Class 26 contains 49329 members 
Mstep: Class 27 contains 56368 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 49984 members 
Mstep: Class 30 contains 55965 members 
Mstep: Class 31 contains 47973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137175392.000000 Penalty: 103966.859375
Iteration 489Q: 32 clusters Score -1.371754e+08 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 49871 members 
Mstep: Class 3 contains 18529 members 
Mstep: Class 4 contains 31393 members 
Mstep: Class 5 contains 22543 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11532 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 22699 members 
Mstep: Class 11 contains 25934 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51824 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23719 members 
Mstep: Class 17 contains 23908 members 
Mstep: Class 18 contains 21334 members 
Mstep: Class 19 contains 43486 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 46988 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13591 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5245 members 
Mstep: Class 26 contains 49297 members 
Mstep: Class 27 contains 56467 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 49897 members 
Mstep: Class 30 contains 55959 members 
Mstep: Class 31 contains 49383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174912.000000 Penalty: 103966.859375
Iteration 490Q: 32 clusters Score -1.371749e+08 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 49810 members 
Mstep: Class 3 contains 18877 members 
Mstep: Class 4 contains 31205 members 
Mstep: Class 5 contains 22533 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11507 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2281 members 
Mstep: Class 10 contains 22477 members 
Mstep: Class 11 contains 26011 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51748 members 
Mstep: Class 14 contains 6659 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23694 members 
Mstep: Class 17 contains 23910 members 
Mstep: Class 18 contains 21112 members 
Mstep: Class 19 contains 43405 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 46989 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13405 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5242 members 
Mstep: Class 26 contains 49448 members 
Mstep: Class 27 contains 56531 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 49736 members 
Mstep: Class 30 contains 55997 members 
Mstep: Class 31 contains 50655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174768.000000 Penalty: 103966.859375
Iteration 491Q: 32 clusters Score -1.371748e+08 nChanged 7027
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 49928 members 
Mstep: Class 3 contains 19233 members 
Mstep: Class 4 contains 31064 members 
Mstep: Class 5 contains 22542 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11496 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 22256 members 
Mstep: Class 11 contains 26078 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 51541 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23669 members 
Mstep: Class 17 contains 23902 members 
Mstep: Class 18 contains 20857 members 
Mstep: Class 19 contains 43316 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 46968 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5239 members 
Mstep: Class 26 contains 49550 members 
Mstep: Class 27 contains 56607 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 49623 members 
Mstep: Class 30 contains 56061 members 
Mstep: Class 31 contains 51715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137174448.000000 Penalty: 103966.859375
Iteration 492Q: 32 clusters Score -1.371744e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 50253 members 
Mstep: Class 3 contains 19499 members 
Mstep: Class 4 contains 30918 members 
Mstep: Class 5 contains 22535 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 22034 members 
Mstep: Class 11 contains 26189 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50985 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23637 members 
Mstep: Class 17 contains 23899 members 
Mstep: Class 18 contains 20599 members 
Mstep: Class 19 contains 43286 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 46991 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 13070 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 49488 members 
Mstep: Class 27 contains 56605 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 49745 members 
Mstep: Class 30 contains 56127 members 
Mstep: Class 31 contains 52489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173872.000000 Penalty: 103966.859375
Iteration 493Q: 32 clusters Score -1.371739e+08 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 50350 members 
Mstep: Class 3 contains 19712 members 
Mstep: Class 4 contains 30806 members 
Mstep: Class 5 contains 22545 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11474 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 21810 members 
Mstep: Class 11 contains 26341 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50455 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23596 members 
Mstep: Class 17 contains 23888 members 
Mstep: Class 18 contains 20376 members 
Mstep: Class 19 contains 43262 members 
Mstep: Class 20 contains 5594 members 
Mstep: Class 21 contains 47027 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12951 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5229 members 
Mstep: Class 26 contains 49342 members 
Mstep: Class 27 contains 56582 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 50072 members 
Mstep: Class 30 contains 56158 members 
Mstep: Class 31 contains 53030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173952.000000 Penalty: 103966.859375
Iteration 494Q: 32 clusters Score -1.37174e+08 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 50515 members 
Mstep: Class 3 contains 19915 members 
Mstep: Class 4 contains 30690 members 
Mstep: Class 5 contains 22549 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11463 members 
Mstep: Class 8 contains 1179 members 
Mstep: Class 9 contains 2280 members 
Mstep: Class 10 contains 21580 members 
Mstep: Class 11 contains 26481 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50056 members 
Mstep: Class 14 contains 6659 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23571 members 
Mstep: Class 17 contains 23881 members 
Mstep: Class 18 contains 20149 members 
Mstep: Class 19 contains 43240 members 
Mstep: Class 20 contains 5591 members 
Mstep: Class 21 contains 47056 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12854 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 49102 members 
Mstep: Class 27 contains 56280 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 50400 members 
Mstep: Class 30 contains 56231 members 
Mstep: Class 31 contains 53512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173936.000000 Penalty: 103966.859375
Iteration 495Q: 32 clusters Score -1.371739e+08 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 50304 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 30572 members 
Mstep: Class 5 contains 22564 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11453 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2282 members 
Mstep: Class 10 contains 21349 members 
Mstep: Class 11 contains 26675 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 49907 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23553 members 
Mstep: Class 17 contains 23874 members 
Mstep: Class 18 contains 19937 members 
Mstep: Class 19 contains 43189 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 47066 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12766 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5235 members 
Mstep: Class 26 contains 49019 members 
Mstep: Class 27 contains 55913 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 50989 members 
Mstep: Class 30 contains 56181 members 
Mstep: Class 31 contains 53753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173888.000000 Penalty: 103966.859375
Iteration 496Q: 32 clusters Score -1.371739e+08 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 49792 members 
Mstep: Class 3 contains 20295 members 
Mstep: Class 4 contains 30455 members 
Mstep: Class 5 contains 22568 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11443 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 21161 members 
Mstep: Class 11 contains 26865 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50069 members 
Mstep: Class 14 contains 6665 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23556 members 
Mstep: Class 17 contains 23880 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 43146 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 47086 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12688 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5234 members 
Mstep: Class 26 contains 49336 members 
Mstep: Class 27 contains 55469 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 51510 members 
Mstep: Class 30 contains 56108 members 
Mstep: Class 31 contains 53709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173696.000000 Penalty: 103966.859375
Iteration 497Q: 32 clusters Score -1.371737e+08 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 49303 members 
Mstep: Class 3 contains 20490 members 
Mstep: Class 4 contains 30358 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2284 members 
Mstep: Class 10 contains 20958 members 
Mstep: Class 11 contains 27038 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50509 members 
Mstep: Class 14 contains 6670 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23554 members 
Mstep: Class 17 contains 23870 members 
Mstep: Class 18 contains 19568 members 
Mstep: Class 19 contains 43138 members 
Mstep: Class 20 contains 5587 members 
Mstep: Class 21 contains 47103 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12613 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5229 members 
Mstep: Class 26 contains 50060 members 
Mstep: Class 27 contains 55173 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 51803 members 
Mstep: Class 30 contains 55989 members 
Mstep: Class 31 contains 53565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173952.000000 Penalty: 103966.859375
Iteration 498Q: 32 clusters Score -1.37174e+08 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 49507 members 
Mstep: Class 3 contains 20693 members 
Mstep: Class 4 contains 30289 members 
Mstep: Class 5 contains 22566 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11412 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 20755 members 
Mstep: Class 11 contains 27200 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50696 members 
Mstep: Class 14 contains 6667 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23540 members 
Mstep: Class 17 contains 23877 members 
Mstep: Class 18 contains 19380 members 
Mstep: Class 19 contains 43144 members 
Mstep: Class 20 contains 5581 members 
Mstep: Class 21 contains 47116 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12551 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5227 members 
Mstep: Class 26 contains 50715 members 
Mstep: Class 27 contains 55169 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 51802 members 
Mstep: Class 30 contains 55726 members 
Mstep: Class 31 contains 53433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173824.000000 Penalty: 103966.859375
Iteration 499Q: 32 clusters Score -1.371738e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 50225 members 
Mstep: Class 3 contains 20897 members 
Mstep: Class 4 contains 30245 members 
Mstep: Class 5 contains 22581 members 
Mstep: Class 6 contains 528 members 
Mstep: Class 7 contains 11388 members 
Mstep: Class 8 contains 1178 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 10 contains 20570 members 
Mstep: Class 11 contains 27316 members 
Mstep: Class 12 contains 729 members 
Mstep: Class 13 contains 50534 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 834 members 
Mstep: Class 16 contains 23527 members 
Mstep: Class 17 contains 23867 members 
Mstep: Class 18 contains 19198 members 
Mstep: Class 19 contains 43164 members 
Mstep: Class 20 contains 5576 members 
Mstep: Class 21 contains 47127 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 12494 members 
Mstep: Class 24 contains 416 members 
Mstep: Class 25 contains 5224 members 
Mstep: Class 26 contains 51078 members 
Mstep: Class 27 contains 55231 members 
Mstep: Class 28 contains 2215 members 
Mstep: Class 29 contains 51560 members 
Mstep: Class 30 contains 55551 members 
Mstep: Class 31 contains 53373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137173680.000000 Penalty: 103966.859375
Iteration 500F: 32 clusters Score -1.371737e+08 nChanged 3516
Maximum iterations exceeded
--- Evaluating fit on full set of 2239757 points ---
Entering Unmasked Estep 
Score: -416625600.000000 Penalty: 112412.992188
24->32 Clusters: Score -416625600.000000, best is -417180192.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 746585 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 31271 members 
Mstep: Class 3 contains 31295 members 
Mstep: Class 4 contains 31147 members 
Mstep: Class 5 contains 31047 members 
Mstep: Class 6 contains 31243 members 
Mstep: Class 7 contains 30889 members 
Mstep: Class 8 contains 31040 members 
Mstep: Class 9 contains 31205 members 
Mstep: Class 10 contains 30844 members 
Mstep: Class 11 contains 31120 members 
Mstep: Class 12 contains 31443 members 
Mstep: Class 13 contains 31180 members 
Mstep: Class 14 contains 31171 members 
Mstep: Class 15 contains 30656 members 
Mstep: Class 16 contains 31262 members 
Mstep: Class 17 contains 31026 members 
Mstep: Class 18 contains 31438 members 
Mstep: Class 19 contains 31253 members 
Mstep: Class 20 contains 30996 members 
Mstep: Class 21 contains 30834 members 
Mstep: Class 22 contains 31283 members 
Mstep: Class 23 contains 31023 members 
Mstep: Class 24 contains 31100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1341.982910 but Gain 3353.765625
Score: -130889784.000000 Penalty: 77136.703125
Iteration 0F: 24 clusters Score -1.308898e+08 nChanged 715156
Entering Unmasked Mstep 
Mstep: Class 0 contains 1596 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 12646 members 
Mstep: Class 5 contains 348307 members 
Mstep: Class 6 contains 68814 members 
Mstep: Class 7 contains 86925 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 22243 members 
Mstep: Class 10 contains 22869 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 32238 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 20316 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 15279 members 
Mstep: Class 18 contains 6466 members 
Mstep: Class 19 contains 2047 members 
Mstep: Class 20 contains 7260 members 
Mstep: Class 21 contains 26395 members 
Mstep: Class 22 contains 7434 members 
Mstep: Class 23 contains 23319 members 
Mstep: Class 24 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 845.447388 but Gain 3353.773438
Score: -135357984.000000 Penalty: 73782.929688
Iteration 1F: 23 clusters Score -1.35358e+08 nChanged 336658
Entering Unmasked Mstep 
Mstep: Class 0 contains 1214 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 711 members 
Mstep: Class 3 contains 1293 members 
Mstep: Class 4 contains 8377 members 
Mstep: Class 5 contains 167196 members 
Mstep: Class 6 contains 174890 members 
Mstep: Class 7 contains 167818 members 
Mstep: Class 9 contains 23022 members 
Mstep: Class 10 contains 39130 members 
Mstep: Class 12 contains 4265 members 
Mstep: Class 13 contains 38032 members 
Mstep: Class 14 contains 6240 members 
Mstep: Class 15 contains 21155 members 
Mstep: Class 16 contains 7172 members 
Mstep: Class 17 contains 12704 members 
Mstep: Class 18 contains 3454 members 
Mstep: Class 19 contains 1277 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 34976 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 20670 members 
Mstep: Class 24 contains 2142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1832.548340 but Gain 3353.765625
Score: -135784416.000000 Penalty: 70429.164062
Iteration 2F: 22 clusters Score -1.357844e+08 nChanged 245156
Entering Unmasked Mstep 
Mstep: Class 0 contains 726 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 3 contains 1268 members 
Mstep: Class 4 contains 7215 members 
Mstep: Class 5 contains 130334 members 
Mstep: Class 6 contains 132577 members 
Mstep: Class 7 contains 119313 members 
Mstep: Class 9 contains 32089 members 
Mstep: Class 10 contains 78627 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 63764 members 
Mstep: Class 14 contains 6274 members 
Mstep: Class 15 contains 34668 members 
Mstep: Class 16 contains 10377 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 65043 members 
Mstep: Class 22 contains 5215 members 
Mstep: Class 23 contains 22076 members 
Mstep: Class 24 contains 3902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3146.516113 but Gain 3353.773438
Score: -136215552.000000 Penalty: 67075.390625
Iteration 3F: 21 clusters Score -1.362156e+08 nChanged 248205
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 3 contains 1309 members 
Mstep: Class 4 contains 5888 members 
Mstep: Class 5 contains 84022 members 
Mstep: Class 6 contains 73599 members 
Mstep: Class 7 contains 69607 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 10 contains 120524 members 
Mstep: Class 12 contains 3453 members 
Mstep: Class 13 contains 92427 members 
Mstep: Class 14 contains 5745 members 
Mstep: Class 15 contains 50488 members 
Mstep: Class 16 contains 14660 members 
Mstep: Class 17 contains 17942 members 
Mstep: Class 19 contains 1654 members 
Mstep: Class 20 contains 1338 members 
Mstep: Class 21 contains 117425 members 
Mstep: Class 22 contains 6518 members 
Mstep: Class 23 contains 22232 members 
Mstep: Class 24 contains 5552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136398816.000000 Penalty: 67075.390625
Iteration 4F: 21 clusters Score -1.363988e+08 nChanged 235388
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 3 contains 1318 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 106507 members 
Mstep: Class 6 contains 81690 members 
Mstep: Class 7 contains 81288 members 
Mstep: Class 9 contains 58485 members 
Mstep: Class 10 contains 76312 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 88587 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 15 contains 72677 members 
Mstep: Class 16 contains 19730 members 
Mstep: Class 17 contains 19579 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 74623 members 
Mstep: Class 22 contains 6893 members 
Mstep: Class 23 contains 22833 members 
Mstep: Class 24 contains 6065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136577680.000000 Penalty: 67075.390625
Iteration 5F: 21 clusters Score -1.365777e+08 nChanged 158301
Entering Unmasked Mstep 
Mstep: Class 0 contains 236 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 3310 members 
Mstep: Class 5 contains 73431 members 
Mstep: Class 6 contains 70876 members 
Mstep: Class 7 contains 71015 members 
Mstep: Class 9 contains 77072 members 
Mstep: Class 10 contains 87856 members 
Mstep: Class 12 contains 2802 members 
Mstep: Class 13 contains 74221 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 94820 members 
Mstep: Class 16 contains 26692 members 
Mstep: Class 17 contains 18780 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 1560 members 
Mstep: Class 21 contains 86261 members 
Mstep: Class 22 contains 6939 members 
Mstep: Class 23 contains 21642 members 
Mstep: Class 24 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2827.899414 but Gain 3353.765625
Score: -136675808.000000 Penalty: 63721.625000
Iteration 6F: 20 clusters Score -1.366758e+08 nChanged 138633
Entering Unmasked Mstep 
Mstep: Class 0 contains 185 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 5 contains 80329 members 
Mstep: Class 6 contains 59134 members 
Mstep: Class 7 contains 60812 members 
Mstep: Class 9 contains 83873 members 
Mstep: Class 10 contains 81334 members 
Mstep: Class 12 contains 2717 members 
Mstep: Class 13 contains 71779 members 
Mstep: Class 14 contains 4213 members 
Mstep: Class 15 contains 116116 members 
Mstep: Class 16 contains 35147 members 
Mstep: Class 17 contains 18937 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 74998 members 
Mstep: Class 22 contains 7261 members 
Mstep: Class 23 contains 21893 members 
Mstep: Class 24 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136696496.000000 Penalty: 63721.625000
Iteration 7F: 20 clusters Score -1.366965e+08 nChanged 104400
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 3 contains 1604 members 
Mstep: Class 5 contains 73236 members 
Mstep: Class 6 contains 55845 members 
Mstep: Class 7 contains 59041 members 
Mstep: Class 9 contains 80211 members 
Mstep: Class 10 contains 80341 members 
Mstep: Class 12 contains 2654 members 
Mstep: Class 13 contains 71455 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 113250 members 
Mstep: Class 16 contains 46224 members 
Mstep: Class 17 contains 21673 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 1783 members 
Mstep: Class 21 contains 75532 members 
Mstep: Class 22 contains 8137 members 
Mstep: Class 23 contains 24854 members 
Mstep: Class 24 contains 7755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136755632.000000 Penalty: 63721.625000
Iteration 8F: 20 clusters Score -1.367556e+08 nChanged 80938
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 5 contains 67549 members 
Mstep: Class 6 contains 52390 members 
Mstep: Class 7 contains 58323 members 
Mstep: Class 9 contains 76155 members 
Mstep: Class 10 contains 78651 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 69250 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 109328 members 
Mstep: Class 16 contains 59363 members 
Mstep: Class 17 contains 25290 members 
Mstep: Class 19 contains 1200 members 
Mstep: Class 20 contains 1985 members 
Mstep: Class 21 contains 75312 members 
Mstep: Class 22 contains 8831 members 
Mstep: Class 23 contains 27990 members 
Mstep: Class 24 contains 8374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136805328.000000 Penalty: 63721.625000
Iteration 9F: 20 clusters Score -1.368053e+08 nChanged 75053
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 5 contains 61127 members 
Mstep: Class 6 contains 49761 members 
Mstep: Class 7 contains 57017 members 
Mstep: Class 9 contains 72834 members 
Mstep: Class 10 contains 76565 members 
Mstep: Class 12 contains 2725 members 
Mstep: Class 13 contains 66204 members 
Mstep: Class 14 contains 3092 members 
Mstep: Class 15 contains 105804 members 
Mstep: Class 16 contains 72541 members 
Mstep: Class 17 contains 29837 members 
Mstep: Class 19 contains 1127 members 
Mstep: Class 20 contains 2166 members 
Mstep: Class 21 contains 74433 members 
Mstep: Class 22 contains 9473 members 
Mstep: Class 23 contains 31505 members 
Mstep: Class 24 contains 8737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3287.881104 but Gain 3353.769531
Score: -136846368.000000 Penalty: 60367.855469
Iteration 10F: 19 clusters Score -1.368464e+08 nChanged 66615
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 5 contains 57675 members 
Mstep: Class 6 contains 47822 members 
Mstep: Class 7 contains 55861 members 
Mstep: Class 9 contains 70256 members 
Mstep: Class 10 contains 74119 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 63279 members 
Mstep: Class 15 contains 103170 members 
Mstep: Class 16 contains 80592 members 
Mstep: Class 17 contains 36113 members 
Mstep: Class 19 contains 1074 members 
Mstep: Class 20 contains 2277 members 
Mstep: Class 21 contains 73911 members 
Mstep: Class 22 contains 10130 members 
Mstep: Class 23 contains 35309 members 
Mstep: Class 24 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136875344.000000 Penalty: 60367.855469
Iteration 11F: 19 clusters Score -1.368753e+08 nChanged 55240
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 5 contains 56383 members 
Mstep: Class 6 contains 46014 members 
Mstep: Class 7 contains 54864 members 
Mstep: Class 9 contains 67669 members 
Mstep: Class 10 contains 71282 members 
Mstep: Class 12 contains 2782 members 
Mstep: Class 13 contains 60772 members 
Mstep: Class 15 contains 99872 members 
Mstep: Class 16 contains 82382 members 
Mstep: Class 17 contains 44062 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 72897 members 
Mstep: Class 22 contains 10826 members 
Mstep: Class 23 contains 39516 members 
Mstep: Class 24 contains 8929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136903152.000000 Penalty: 60367.855469
Iteration 12F: 19 clusters Score -1.369032e+08 nChanged 48503
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 3 contains 1634 members 
Mstep: Class 5 contains 55277 members 
Mstep: Class 6 contains 44340 members 
Mstep: Class 7 contains 53459 members 
Mstep: Class 9 contains 65268 members 
Mstep: Class 10 contains 68628 members 
Mstep: Class 12 contains 2812 members 
Mstep: Class 13 contains 58199 members 
Mstep: Class 15 contains 97066 members 
Mstep: Class 16 contains 81194 members 
Mstep: Class 17 contains 54614 members 
Mstep: Class 19 contains 986 members 
Mstep: Class 20 contains 2444 members 
Mstep: Class 21 contains 71349 members 
Mstep: Class 22 contains 11467 members 
Mstep: Class 23 contains 44045 members 
Mstep: Class 24 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136925296.000000 Penalty: 60367.855469
Iteration 13F: 19 clusters Score -1.369253e+08 nChanged 49558
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 3 contains 1623 members 
Mstep: Class 5 contains 53972 members 
Mstep: Class 6 contains 42463 members 
Mstep: Class 7 contains 49498 members 
Mstep: Class 9 contains 62573 members 
Mstep: Class 10 contains 65873 members 
Mstep: Class 12 contains 2843 members 
Mstep: Class 13 contains 55235 members 
Mstep: Class 15 contains 93358 members 
Mstep: Class 16 contains 79397 members 
Mstep: Class 17 contains 69994 members 
Mstep: Class 19 contains 942 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 68969 members 
Mstep: Class 22 contains 12077 members 
Mstep: Class 23 contains 49774 members 
Mstep: Class 24 contains 8740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942800.000000 Penalty: 60367.855469
Iteration 14F: 19 clusters Score -1.369428e+08 nChanged 54251
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 3 contains 1635 members 
Mstep: Class 5 contains 52504 members 
Mstep: Class 6 contains 41068 members 
Mstep: Class 7 contains 43080 members 
Mstep: Class 9 contains 59296 members 
Mstep: Class 10 contains 62809 members 
Mstep: Class 12 contains 2873 members 
Mstep: Class 13 contains 52053 members 
Mstep: Class 15 contains 90653 members 
Mstep: Class 16 contains 78230 members 
Mstep: Class 17 contains 84054 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 2574 members 
Mstep: Class 21 contains 66473 members 
Mstep: Class 22 contains 12696 members 
Mstep: Class 23 contains 58504 members 
Mstep: Class 24 contains 8548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136942608.000000 Penalty: 60367.855469
Iteration 15F: 19 clusters Score -1.369426e+08 nChanged 57234
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 3 contains 1638 members 
Mstep: Class 5 contains 51319 members 
Mstep: Class 6 contains 40606 members 
Mstep: Class 7 contains 38321 members 
Mstep: Class 9 contains 56723 members 
Mstep: Class 10 contains 60198 members 
Mstep: Class 12 contains 2914 members 
Mstep: Class 13 contains 49258 members 
Mstep: Class 15 contains 88160 members 
Mstep: Class 16 contains 77624 members 
Mstep: Class 17 contains 89346 members 
Mstep: Class 19 contains 837 members 
Mstep: Class 20 contains 2602 members 
Mstep: Class 21 contains 65303 members 
Mstep: Class 22 contains 13417 members 
Mstep: Class 23 contains 68913 members 
Mstep: Class 24 contains 8437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136936624.000000 Penalty: 60367.855469
Iteration 16F: 19 clusters Score -1.369366e+08 nChanged 50720
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 3 contains 1615 members 
Mstep: Class 5 contains 51869 members 
Mstep: Class 6 contains 41005 members 
Mstep: Class 7 contains 34859 members 
Mstep: Class 9 contains 55478 members 
Mstep: Class 10 contains 58086 members 
Mstep: Class 12 contains 2963 members 
Mstep: Class 13 contains 47701 members 
Mstep: Class 15 contains 87645 members 
Mstep: Class 16 contains 78295 members 
Mstep: Class 17 contains 90977 members 
Mstep: Class 19 contains 812 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 65396 members 
Mstep: Class 22 contains 14262 members 
Mstep: Class 23 contains 71056 members 
Mstep: Class 24 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136936880.000000 Penalty: 60367.855469
Iteration 17F: 19 clusters Score -1.369369e+08 nChanged 37091
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 3 contains 1602 members 
Mstep: Class 5 contains 53008 members 
Mstep: Class 6 contains 41493 members 
Mstep: Class 7 contains 34654 members 
Mstep: Class 9 contains 55490 members 
Mstep: Class 10 contains 56799 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 13 contains 47431 members 
Mstep: Class 15 contains 88295 members 
Mstep: Class 16 contains 78999 members 
Mstep: Class 17 contains 89136 members 
Mstep: Class 19 contains 788 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 66164 members 
Mstep: Class 22 contains 15143 members 
Mstep: Class 23 contains 66993 members 
Mstep: Class 24 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136943392.000000 Penalty: 60367.855469
Iteration 18Q: 19 clusters Score -1.369434e+08 nChanged 29148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 3 contains 1595 members 
Mstep: Class 5 contains 53856 members 
Mstep: Class 6 contains 41621 members 
Mstep: Class 7 contains 35888 members 
Mstep: Class 9 contains 55638 members 
Mstep: Class 10 contains 55925 members 
Mstep: Class 12 contains 3039 members 
Mstep: Class 13 contains 47398 members 
Mstep: Class 15 contains 88555 members 
Mstep: Class 16 contains 79109 members 
Mstep: Class 17 contains 85750 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 66783 members 
Mstep: Class 22 contains 15962 members 
Mstep: Class 23 contains 63354 members 
Mstep: Class 24 contains 8362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136950256.000000 Penalty: 60367.855469
Iteration 19Q: 19 clusters Score -1.369503e+08 nChanged 27261
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 3 contains 1586 members 
Mstep: Class 5 contains 54188 members 
Mstep: Class 6 contains 41415 members 
Mstep: Class 7 contains 37818 members 
Mstep: Class 9 contains 55505 members 
Mstep: Class 10 contains 55139 members 
Mstep: Class 12 contains 3071 members 
Mstep: Class 13 contains 47265 members 
Mstep: Class 15 contains 88394 members 
Mstep: Class 16 contains 78779 members 
Mstep: Class 17 contains 81630 members 
Mstep: Class 19 contains 742 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 67209 members 
Mstep: Class 22 contains 16675 members 
Mstep: Class 23 contains 61235 members 
Mstep: Class 24 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136957536.000000 Penalty: 60367.855469
Iteration 20F: 19 clusters Score -1.369575e+08 nChanged 27234
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 5 contains 54094 members 
Mstep: Class 6 contains 40898 members 
Mstep: Class 7 contains 39876 members 
Mstep: Class 9 contains 55012 members 
Mstep: Class 10 contains 54334 members 
Mstep: Class 12 contains 3087 members 
Mstep: Class 13 contains 46637 members 
Mstep: Class 15 contains 87719 members 
Mstep: Class 16 contains 78049 members 
Mstep: Class 17 contains 77578 members 
Mstep: Class 19 contains 733 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 67286 members 
Mstep: Class 22 contains 17332 members 
Mstep: Class 23 contains 59989 members 
Mstep: Class 24 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136967440.000000 Penalty: 60367.855469
Iteration 21Q: 19 clusters Score -1.369674e+08 nChanged 28962
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 60171 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 5 contains 53133 members 
Mstep: Class 6 contains 40090 members 
Mstep: Class 7 contains 41237 members 
Mstep: Class 9 contains 54066 members 
Mstep: Class 10 contains 53565 members 
Mstep: Class 12 contains 3107 members 
Mstep: Class 13 contains 45530 members 
Mstep: Class 15 contains 86480 members 
Mstep: Class 16 contains 77208 members 
Mstep: Class 17 contains 75176 members 
Mstep: Class 19 contains 724 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 66788 members 
Mstep: Class 22 contains 17938 members 
Mstep: Class 23 contains 58557 members 
Mstep: Class 24 contains 8483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136973248.000000 Penalty: 60367.855469
Iteration 22Q: 19 clusters Score -1.369732e+08 nChanged 31005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67998 members 
Mstep: Class 3 contains 1567 members 
Mstep: Class 5 contains 52298 members 
Mstep: Class 6 contains 39427 members 
Mstep: Class 7 contains 41908 members 
Mstep: Class 9 contains 52591 members 
Mstep: Class 10 contains 53185 members 
Mstep: Class 12 contains 3124 members 
Mstep: Class 13 contains 44677 members 
Mstep: Class 15 contains 85430 members 
Mstep: Class 16 contains 76671 members 
Mstep: Class 17 contains 73442 members 
Mstep: Class 19 contains 716 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 66081 members 
Mstep: Class 22 contains 18494 members 
Mstep: Class 23 contains 57769 members 
Mstep: Class 24 contains 8436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136974784.000000 Penalty: 60367.855469
Iteration 23Q: 19 clusters Score -1.369748e+08 nChanged 27260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 3 contains 1555 members 
Mstep: Class 5 contains 52693 members 
Mstep: Class 6 contains 39417 members 
Mstep: Class 7 contains 43109 members 
Mstep: Class 9 contains 51373 members 
Mstep: Class 10 contains 53159 members 
Mstep: Class 12 contains 3142 members 
Mstep: Class 13 contains 44822 members 
Mstep: Class 15 contains 84506 members 
Mstep: Class 16 contains 76607 members 
Mstep: Class 17 contains 72341 members 
Mstep: Class 19 contains 711 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 65588 members 
Mstep: Class 22 contains 19031 members 
Mstep: Class 23 contains 57858 members 
Mstep: Class 24 contains 8373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136976080.000000 Penalty: 60367.855469
Iteration 24Q: 19 clusters Score -1.369761e+08 nChanged 22223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 67096 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 5 contains 53552 members 
Mstep: Class 6 contains 39654 members 
Mstep: Class 7 contains 45195 members 
Mstep: Class 9 contains 50792 members 
Mstep: Class 10 contains 53181 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 45626 members 
Mstep: Class 15 contains 83367 members 
Mstep: Class 16 contains 76820 members 
Mstep: Class 17 contains 71604 members 
Mstep: Class 19 contains 708 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 65401 members 
Mstep: Class 22 contains 19540 members 
Mstep: Class 23 contains 58286 members 
Mstep: Class 24 contains 8261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136977632.000000 Penalty: 60367.855469
Iteration 25Q: 19 clusters Score -1.369776e+08 nChanged 19516
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 64013 members 
Mstep: Class 3 contains 1546 members 
Mstep: Class 5 contains 54470 members 
Mstep: Class 6 contains 40072 members 
Mstep: Class 7 contains 47720 members 
Mstep: Class 9 contains 50414 members 
Mstep: Class 10 contains 53173 members 
Mstep: Class 12 contains 3158 members 
Mstep: Class 13 contains 46434 members 
Mstep: Class 15 contains 82145 members 
Mstep: Class 16 contains 76975 members 
Mstep: Class 17 contains 70738 members 
Mstep: Class 19 contains 704 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 65222 members 
Mstep: Class 22 contains 20056 members 
Mstep: Class 23 contains 58772 members 
Mstep: Class 24 contains 8177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136979712.000000 Penalty: 60367.855469
Iteration 26Q: 19 clusters Score -1.369797e+08 nChanged 17816
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 3 contains 1545 members 
Mstep: Class 5 contains 55428 members 
Mstep: Class 6 contains 40430 members 
Mstep: Class 7 contains 50126 members 
Mstep: Class 9 contains 50055 members 
Mstep: Class 10 contains 53116 members 
Mstep: Class 12 contains 3162 members 
Mstep: Class 13 contains 47214 members 
Mstep: Class 15 contains 81149 members 
Mstep: Class 16 contains 77035 members 
Mstep: Class 17 contains 69895 members 
Mstep: Class 19 contains 701 members 
Mstep: Class 20 contains 2772 members 
Mstep: Class 21 contains 65114 members 
Mstep: Class 22 contains 20534 members 
Mstep: Class 23 contains 58994 members 
Mstep: Class 24 contains 8072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136981616.000000 Penalty: 60367.855469
Iteration 27Q: 19 clusters Score -1.369816e+08 nChanged 16454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 3 contains 1547 members 
Mstep: Class 5 contains 56389 members 
Mstep: Class 6 contains 40755 members 
Mstep: Class 7 contains 51737 members 
Mstep: Class 9 contains 49805 members 
Mstep: Class 10 contains 53079 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 13 contains 47980 members 
Mstep: Class 15 contains 80331 members 
Mstep: Class 16 contains 77127 members 
Mstep: Class 17 contains 69137 members 
Mstep: Class 19 contains 695 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 65027 members 
Mstep: Class 22 contains 20993 members 
Mstep: Class 23 contains 59278 members 
Mstep: Class 24 contains 7935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136982592.000000 Penalty: 60367.855469
Iteration 28Q: 19 clusters Score -1.369826e+08 nChanged 15137
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 3 contains 1544 members 
Mstep: Class 5 contains 57199 members 
Mstep: Class 6 contains 41086 members 
Mstep: Class 7 contains 52495 members 
Mstep: Class 9 contains 49780 members 
Mstep: Class 10 contains 53030 members 
Mstep: Class 12 contains 3174 members 
Mstep: Class 13 contains 48694 members 
Mstep: Class 15 contains 79453 members 
Mstep: Class 16 contains 77267 members 
Mstep: Class 17 contains 68419 members 
Mstep: Class 19 contains 693 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 65113 members 
Mstep: Class 22 contains 21411 members 
Mstep: Class 23 contains 59663 members 
Mstep: Class 24 contains 7800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136983600.000000 Penalty: 60367.855469
Iteration 29Q: 19 clusters Score -1.369836e+08 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55602 members 
Mstep: Class 3 contains 1541 members 
Mstep: Class 5 contains 57956 members 
Mstep: Class 6 contains 41402 members 
Mstep: Class 7 contains 52769 members 
Mstep: Class 9 contains 49931 members 
Mstep: Class 10 contains 52986 members 
Mstep: Class 12 contains 3176 members 
Mstep: Class 13 contains 49184 members 
Mstep: Class 15 contains 78744 members 
Mstep: Class 16 contains 77428 members 
Mstep: Class 17 contains 67739 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 65199 members 
Mstep: Class 22 contains 21845 members 
Mstep: Class 23 contains 59933 members 
Mstep: Class 24 contains 7663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136984688.000000 Penalty: 60367.855469
Iteration 30Q: 19 clusters Score -1.369847e+08 nChanged 12518
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 5 contains 58690 members 
Mstep: Class 6 contains 41587 members 
Mstep: Class 7 contains 52819 members 
Mstep: Class 9 contains 50286 members 
Mstep: Class 10 contains 52965 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 49560 members 
Mstep: Class 15 contains 78048 members 
Mstep: Class 16 contains 77494 members 
Mstep: Class 17 contains 67023 members 
Mstep: Class 19 contains 689 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 65308 members 
Mstep: Class 22 contains 22274 members 
Mstep: Class 23 contains 60165 members 
Mstep: Class 24 contains 7520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136984768.000000 Penalty: 60367.855469
Iteration 31Q: 19 clusters Score -1.369848e+08 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 3 contains 1531 members 
Mstep: Class 5 contains 59369 members 
Mstep: Class 6 contains 41705 members 
Mstep: Class 7 contains 52633 members 
Mstep: Class 9 contains 50752 members 
Mstep: Class 10 contains 53018 members 
Mstep: Class 12 contains 3182 members 
Mstep: Class 13 contains 49748 members 
Mstep: Class 15 contains 77417 members 
Mstep: Class 16 contains 77490 members 
Mstep: Class 17 contains 66363 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 65440 members 
Mstep: Class 22 contains 22688 members 
Mstep: Class 23 contains 60410 members 
Mstep: Class 24 contains 7370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985152.000000 Penalty: 60367.855469
Iteration 32Q: 19 clusters Score -1.369852e+08 nChanged 10901
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 3 contains 1526 members 
Mstep: Class 5 contains 59952 members 
Mstep: Class 6 contains 41806 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 9 contains 51194 members 
Mstep: Class 10 contains 53121 members 
Mstep: Class 12 contains 3186 members 
Mstep: Class 13 contains 49874 members 
Mstep: Class 15 contains 76980 members 
Mstep: Class 16 contains 77559 members 
Mstep: Class 17 contains 65729 members 
Mstep: Class 19 contains 690 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 65550 members 
Mstep: Class 22 contains 23035 members 
Mstep: Class 23 contains 60503 members 
Mstep: Class 24 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985088.000000 Penalty: 60367.855469
Iteration 33Q: 19 clusters Score -1.369851e+08 nChanged 10095
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 5 contains 60501 members 
Mstep: Class 6 contains 41904 members 
Mstep: Class 7 contains 52052 members 
Mstep: Class 9 contains 51560 members 
Mstep: Class 10 contains 53178 members 
Mstep: Class 12 contains 3185 members 
Mstep: Class 13 contains 49942 members 
Mstep: Class 15 contains 76454 members 
Mstep: Class 16 contains 77577 members 
Mstep: Class 17 contains 65262 members 
Mstep: Class 19 contains 689 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 65615 members 
Mstep: Class 22 contains 23401 members 
Mstep: Class 23 contains 60703 members 
Mstep: Class 24 contains 7075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985184.000000 Penalty: 60367.855469
Iteration 34Q: 19 clusters Score -1.369852e+08 nChanged 9622
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 3 contains 1525 members 
Mstep: Class 5 contains 60978 members 
Mstep: Class 6 contains 42015 members 
Mstep: Class 7 contains 51789 members 
Mstep: Class 9 contains 51840 members 
Mstep: Class 10 contains 53284 members 
Mstep: Class 12 contains 3184 members 
Mstep: Class 13 contains 49934 members 
Mstep: Class 15 contains 75990 members 
Mstep: Class 16 contains 77610 members 
Mstep: Class 17 contains 64732 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 65653 members 
Mstep: Class 22 contains 23760 members 
Mstep: Class 23 contains 60965 members 
Mstep: Class 24 contains 6929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985824.000000 Penalty: 60367.855469
Iteration 35Q: 19 clusters Score -1.369858e+08 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 5 contains 61417 members 
Mstep: Class 6 contains 42087 members 
Mstep: Class 7 contains 51510 members 
Mstep: Class 9 contains 52054 members 
Mstep: Class 10 contains 53362 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 13 contains 49932 members 
Mstep: Class 15 contains 75595 members 
Mstep: Class 16 contains 77641 members 
Mstep: Class 17 contains 64355 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2767 members 
Mstep: Class 21 contains 65729 members 
Mstep: Class 22 contains 24084 members 
Mstep: Class 23 contains 61096 members 
Mstep: Class 24 contains 6788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985600.000000 Penalty: 60367.855469
Iteration 36Q: 19 clusters Score -1.369856e+08 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 5 contains 61812 members 
Mstep: Class 6 contains 42101 members 
Mstep: Class 7 contains 51289 members 
Mstep: Class 9 contains 52222 members 
Mstep: Class 10 contains 53409 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 13 contains 49975 members 
Mstep: Class 15 contains 75160 members 
Mstep: Class 16 contains 77662 members 
Mstep: Class 17 contains 64070 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 65699 members 
Mstep: Class 22 contains 24410 members 
Mstep: Class 23 contains 61319 members 
Mstep: Class 24 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985456.000000 Penalty: 60367.855469
Iteration 37Q: 19 clusters Score -1.369855e+08 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 5 contains 62155 members 
Mstep: Class 6 contains 42130 members 
Mstep: Class 7 contains 50990 members 
Mstep: Class 9 contains 52425 members 
Mstep: Class 10 contains 53418 members 
Mstep: Class 12 contains 3171 members 
Mstep: Class 13 contains 50025 members 
Mstep: Class 15 contains 74861 members 
Mstep: Class 16 contains 77629 members 
Mstep: Class 17 contains 63887 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2769 members 
Mstep: Class 21 contains 65710 members 
Mstep: Class 22 contains 24766 members 
Mstep: Class 23 contains 61413 members 
Mstep: Class 24 contains 6509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -136985888.000000 Penalty: 60367.855469
Iteration 38Q: 19 clusters Score -1.369859e+08 nChanged 8242
Entering ConstructFrom: 
Score: -136985888.000000 Penalty: 60367.855469
Entering ConstructFrom: 
Trying to split cluster 1 (52341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Entering Unmasked Estep 
Score: -9754732.000000 Penalty: 2694.652832
	Iteration 0F: 2 clusters Score -9754732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -9724063.000000 Penalty: 5389.305664
	Iteration 0F: 3 clusters Score -9724063 nChanged 24216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -9737687.000000 Penalty: 5389.305664
	Iteration 1F: 3 clusters Score -9737687 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -9738382.000000 Penalty: 5389.305664
	Iteration 2Q: 3 clusters Score -9738382 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -9739209.000000 Penalty: 5389.305664
	Iteration 3Q: 3 clusters Score -9739209 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -9740447.000000 Penalty: 5389.305664
	Iteration 4F: 3 clusters Score -9740447 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -9742341.000000 Penalty: 5389.305664
	Iteration 5F: 3 clusters Score -9742341 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9745268.000000 Penalty: 5389.305664
	Iteration 6F: 3 clusters Score -9745268 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -9749052.000000 Penalty: 5389.305664
	Iteration 7F: 3 clusters Score -9749052 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -9752423.000000 Penalty: 5389.305664
	Iteration 8F: 3 clusters Score -9752423 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -9754549.000000 Penalty: 5389.305664
	Iteration 9Q: 3 clusters Score -9754549 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -9755767.000000 Penalty: 5389.305664
	Iteration 10Q: 3 clusters Score -9755767 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -9756328.000000 Penalty: 5389.305664
	Iteration 11Q: 3 clusters Score -9756328 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9756631.000000 Penalty: 5389.305664
	Iteration 12Q: 3 clusters Score -9756631 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -9756824.000000 Penalty: 5389.305664
	Iteration 13Q: 3 clusters Score -9756824 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -9756877.000000 Penalty: 5389.305664
	Iteration 14Q: 3 clusters Score -9756877 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -9756878.000000 Penalty: 5389.305664
	Iteration 15Q: 3 clusters Score -9756878 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9756851.000000 Penalty: 5389.305664
	Iteration 16Q: 3 clusters Score -9756851 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -9756707.000000 Penalty: 5389.305664
	Iteration 17Q: 3 clusters Score -9756707 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -9756625.000000 Penalty: 5389.305664
	Iteration 18Q: 3 clusters Score -9756625 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 48546 members 
Entering Unmasked Estep 
Score: -9756508.000000 Penalty: 5389.305664
	Iteration 19Q: 3 clusters Score -9756508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -9756467.000000 Penalty: 5389.305664
	Iteration 20F: 3 clusters Score -9756467 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 48915 members 
Entering Unmasked Estep 
Score: -9756424.000000 Penalty: 5389.305664
	Iteration 21Q: 3 clusters Score -9756424 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9756354.000000 Penalty: 5389.305664
	Iteration 22Q: 3 clusters Score -9756354 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -9756316.000000 Penalty: 5389.305664
	Iteration 23Q: 3 clusters Score -9756316 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -9756275.000000 Penalty: 5389.305664
	Iteration 24Q: 3 clusters Score -9756275 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -9756257.000000 Penalty: 5389.305664
	Iteration 25Q: 3 clusters Score -9756257 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -9756253.000000 Penalty: 5389.305664
	Iteration 26Q: 3 clusters Score -9756253 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -9756289.000000 Penalty: 5389.305664
	Iteration 27Q: 3 clusters Score -9756289 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 49322 members 
Entering Unmasked Estep 
Score: -9756295.000000 Penalty: 5389.305664
	Iteration 28Q: 3 clusters Score -9756295 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9756310.000000 Penalty: 5389.305664
	Iteration 29Q: 3 clusters Score -9756310 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
Score: -9756334.000000 Penalty: 5389.305664
	Iteration 30Q: 3 clusters Score -9756334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -9756375.000000 Penalty: 5389.305664
	Iteration 31Q: 3 clusters Score -9756375 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -9756451.000000 Penalty: 5389.305664
	Iteration 32Q: 3 clusters Score -9756451 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -9756496.000000 Penalty: 5389.305664
	Iteration 33Q: 3 clusters Score -9756496 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -9756537.000000 Penalty: 5389.305664
	Iteration 34Q: 3 clusters Score -9756537 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -9756592.000000 Penalty: 5389.305664
	Iteration 35Q: 3 clusters Score -9756592 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9756609.000000 Penalty: 5389.305664
	Iteration 36Q: 3 clusters Score -9756609 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -9756636.000000 Penalty: 5389.305664
	Iteration 37Q: 3 clusters Score -9756636 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -9756625.000000 Penalty: 5389.305664
	Iteration 38Q: 3 clusters Score -9756625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9756628.000000 Penalty: 5389.305664
	Iteration 39Q: 3 clusters Score -9756628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9756666.000000 Penalty: 5389.305664
	Iteration 40F: 3 clusters Score -9756666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -9756702.000000 Penalty: 5389.305664
	Iteration 41Q: 3 clusters Score -9756702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9756722.000000 Penalty: 5389.305664
	Iteration 42Q: 3 clusters Score -9756722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -9756752.000000 Penalty: 5389.305664
	Iteration 43Q: 3 clusters Score -9756752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -9756767.000000 Penalty: 5389.305664
	Iteration 44Q: 3 clusters Score -9756767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9756771.000000 Penalty: 5389.305664
	Iteration 45Q: 3 clusters Score -9756771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9756784.000000 Penalty: 5389.305664
	Iteration 46Q: 3 clusters Score -9756784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -9756788.000000 Penalty: 5389.305664
	Iteration 47Q: 3 clusters Score -9756788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -9756780.000000 Penalty: 5389.305664
	Iteration 48Q: 3 clusters Score -9756780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9756790.000000 Penalty: 5389.305664
	Iteration 49Q: 3 clusters Score -9756790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -9756776.000000 Penalty: 5389.305664
	Iteration 50Q: 3 clusters Score -9756776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9756778.000000 Penalty: 5389.305664
	Iteration 51Q: 3 clusters Score -9756778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9756772.000000 Penalty: 5389.305664
	Iteration 52Q: 3 clusters Score -9756772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -9756776.000000 Penalty: 5389.305664
	Iteration 53Q: 3 clusters Score -9756776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9756777.000000 Penalty: 5389.305664
	Iteration 54Q: 3 clusters Score -9756777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9756777.000000 Penalty: 5389.305664
	Iteration 55F: 3 clusters Score -9756777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 1522 members 
Mstep: Class 5 contains 62511 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 77607 members 
Mstep: Class 17 contains 63721 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -136987088.000000 Penalty: 63721.625000
Splitting cluster 1 changes total score from -136985888.000000 to -136987088.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -211409.265625 Penalty: 1817.289673
	Iteration 0F: 2 clusters Score -211409.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -209407.906250 Penalty: 3634.579346
	Iteration 0F: 3 clusters Score -209407.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210565.859375 Penalty: 3634.579346
	Iteration 1F: 3 clusters Score -210565.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -211221.828125 Penalty: 3634.579346
	Iteration 2F: 3 clusters Score -211221.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -211630.046875 Penalty: 3634.579346
	Iteration 3F: 3 clusters Score -211630 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -211865.687500 Penalty: 3634.579346
	Iteration 4F: 3 clusters Score -211865.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -212049.343750 Penalty: 3634.579346
	Iteration 5Q: 3 clusters Score -212049.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -212136.156250 Penalty: 3634.579346
	Iteration 6Q: 3 clusters Score -212136.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -212194.625000 Penalty: 3634.579346
	Iteration 7Q: 3 clusters Score -212194.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -212236.062500 Penalty: 3634.579346
	Iteration 8Q: 3 clusters Score -212236.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212256.375000 Penalty: 3634.579346
	Iteration 9Q: 3 clusters Score -212256.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -212285.562500 Penalty: 3634.579346
	Iteration 10Q: 3 clusters Score -212285.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -212315.875000 Penalty: 3634.579346
	Iteration 11Q: 3 clusters Score -212315.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212343.015625 Penalty: 3634.579346
	Iteration 12Q: 3 clusters Score -212343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212365.687500 Penalty: 3634.579346
	Iteration 13Q: 3 clusters Score -212365.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212381.921875 Penalty: 3634.579346
	Iteration 14Q: 3 clusters Score -212381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -212401.093750 Penalty: 3634.579346
	Iteration 15Q: 3 clusters Score -212401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212413.500000 Penalty: 3634.579346
	Iteration 16Q: 3 clusters Score -212413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212430.781250 Penalty: 3634.579346
	Iteration 17Q: 3 clusters Score -212430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -212460.140625 Penalty: 3634.579346
	Iteration 18Q: 3 clusters Score -212460.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -212465.843750 Penalty: 3634.579346
	Iteration 19Q: 3 clusters Score -212465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212468.437500 Penalty: 3634.579346
	Iteration 20F: 3 clusters Score -212468.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212471.546875 Penalty: 3634.579346
	Iteration 21Q: 3 clusters Score -212471.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -212473.843750 Penalty: 3634.579346
	Iteration 22Q: 3 clusters Score -212473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -212475.328125 Penalty: 3634.579346
	Iteration 23Q: 3 clusters Score -212475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212476.703125 Penalty: 3634.579346
	Iteration 24Q: 3 clusters Score -212476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -212476.703125 Penalty: 3634.579346
	Iteration 25F: 3 clusters Score -212476.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 62511 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 77607 members 
Mstep: Class 17 contains 63721 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -136986464.000000 Penalty: 67075.390625
Splitting cluster 3 changes total score from -136985888.000000 to -136986464.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (62511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Entering Unmasked Estep 
Score: -11895759.000000 Penalty: 2738.688232
	Iteration 0F: 2 clusters Score -1.189576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -11872702.000000 Penalty: 5477.376465
	Iteration 0F: 3 clusters Score -1.18727e+07 nChanged 29025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -11888742.000000 Penalty: 5477.376465
	Iteration 1F: 3 clusters Score -1.188874e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -11889253.000000 Penalty: 5477.376465
	Iteration 2Q: 3 clusters Score -1.188925e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -11889722.000000 Penalty: 5477.376465
	Iteration 3Q: 3 clusters Score -1.188972e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -11890110.000000 Penalty: 5477.376465
	Iteration 4Q: 3 clusters Score -1.189011e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -11890482.000000 Penalty: 5477.376465
	Iteration 5Q: 3 clusters Score -1.189048e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -11890928.000000 Penalty: 5477.376465
	Iteration 6Q: 3 clusters Score -1.189093e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -11891492.000000 Penalty: 5477.376465
	Iteration 7Q: 3 clusters Score -1.189149e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -11892244.000000 Penalty: 5477.376465
	Iteration 8Q: 3 clusters Score -1.189224e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -11893235.000000 Penalty: 5477.376465
	Iteration 9Q: 3 clusters Score -1.189324e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -11894602.000000 Penalty: 5477.376465
	Iteration 10Q: 3 clusters Score -1.18946e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -11896558.000000 Penalty: 5477.376465
	Iteration 11F: 3 clusters Score -1.189656e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 33172 members 
Entering Unmasked Estep 
Score: -11898831.000000 Penalty: 5477.376465
	Iteration 12F: 3 clusters Score -1.189883e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -11900950.000000 Penalty: 5477.376465
	Iteration 13F: 3 clusters Score -1.190095e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -11902241.000000 Penalty: 5477.376465
	Iteration 14Q: 3 clusters Score -1.190224e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 36420 members 
Entering Unmasked Estep 
Score: -11902793.000000 Penalty: 5477.376465
	Iteration 15Q: 3 clusters Score -1.190279e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -11903030.000000 Penalty: 5477.376465
	Iteration 16Q: 3 clusters Score -1.190303e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -11903192.000000 Penalty: 5477.376465
	Iteration 17Q: 3 clusters Score -1.190319e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -11903336.000000 Penalty: 5477.376465
	Iteration 18Q: 3 clusters Score -1.190334e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -11903375.000000 Penalty: 5477.376465
	Iteration 19Q: 3 clusters Score -1.190338e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -11903382.000000 Penalty: 5477.376465
	Iteration 20F: 3 clusters Score -1.190338e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -11903378.000000 Penalty: 5477.376465
	Iteration 21Q: 3 clusters Score -1.190338e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 41299 members 
Entering Unmasked Estep 
Score: -11903403.000000 Penalty: 5477.376465
	Iteration 22Q: 3 clusters Score -1.19034e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -11903477.000000 Penalty: 5477.376465
	Iteration 23Q: 3 clusters Score -1.190348e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -11903493.000000 Penalty: 5477.376465
	Iteration 24Q: 3 clusters Score -1.190349e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -11903501.000000 Penalty: 5477.376465
	Iteration 25Q: 3 clusters Score -1.19035e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -11903521.000000 Penalty: 5477.376465
	Iteration 26Q: 3 clusters Score -1.190352e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -11903490.000000 Penalty: 5477.376465
	Iteration 27Q: 3 clusters Score -1.190349e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -11903492.000000 Penalty: 5477.376465
	Iteration 28Q: 3 clusters Score -1.190349e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -11903434.000000 Penalty: 5477.376465
	Iteration 29Q: 3 clusters Score -1.190343e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -11903464.000000 Penalty: 5477.376465
	Iteration 30Q: 3 clusters Score -1.190346e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -11903441.000000 Penalty: 5477.376465
	Iteration 31Q: 3 clusters Score -1.190344e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -11903478.000000 Penalty: 5477.376465
	Iteration 32Q: 3 clusters Score -1.190348e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -11903465.000000 Penalty: 5477.376465
	Iteration 33Q: 3 clusters Score -1.190346e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -11903485.000000 Penalty: 5477.376465
	Iteration 34Q: 3 clusters Score -1.190348e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -11903493.000000 Penalty: 5477.376465
	Iteration 35Q: 3 clusters Score -1.190349e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -11903505.000000 Penalty: 5477.376465
	Iteration 36Q: 3 clusters Score -1.19035e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -11903519.000000 Penalty: 5477.376465
	Iteration 37Q: 3 clusters Score -1.190352e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -11903532.000000 Penalty: 5477.376465
	Iteration 38Q: 3 clusters Score -1.190353e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -11903569.000000 Penalty: 5477.376465
	Iteration 39Q: 3 clusters Score -1.190357e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -11903557.000000 Penalty: 5477.376465
	Iteration 40F: 3 clusters Score -1.190356e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -11903542.000000 Penalty: 5477.376465
	Iteration 41Q: 3 clusters Score -1.190354e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -11903546.000000 Penalty: 5477.376465
	Iteration 42Q: 3 clusters Score -1.190355e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -11903556.000000 Penalty: 5477.376465
	Iteration 43Q: 3 clusters Score -1.190356e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -11903555.000000 Penalty: 5477.376465
	Iteration 44Q: 3 clusters Score -1.190356e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5477.376465
	Iteration 45Q: 3 clusters Score -1.190353e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -11903561.000000 Penalty: 5477.376465
	Iteration 46Q: 3 clusters Score -1.190356e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -11903574.000000 Penalty: 5477.376465
	Iteration 47Q: 3 clusters Score -1.190357e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -11903552.000000 Penalty: 5477.376465
	Iteration 48Q: 3 clusters Score -1.190355e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -11903532.000000 Penalty: 5477.376465
	Iteration 49Q: 3 clusters Score -1.190353e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -11903542.000000 Penalty: 5477.376465
	Iteration 50Q: 3 clusters Score -1.190354e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -11903559.000000 Penalty: 5477.376465
	Iteration 51Q: 3 clusters Score -1.190356e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -11903578.000000 Penalty: 5477.376465
	Iteration 52Q: 3 clusters Score -1.190358e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -11903581.000000 Penalty: 5477.376465
	Iteration 53Q: 3 clusters Score -1.190358e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -11903574.000000 Penalty: 5477.376465
	Iteration 54Q: 3 clusters Score -1.190357e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -11903609.000000 Penalty: 5477.376465
	Iteration 55Q: 3 clusters Score -1.190361e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -11903613.000000 Penalty: 5477.376465
	Iteration 56Q: 3 clusters Score -1.190361e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -11903568.000000 Penalty: 5477.376465
	Iteration 57Q: 3 clusters Score -1.190357e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -11903595.000000 Penalty: 5477.376465
	Iteration 58Q: 3 clusters Score -1.19036e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -11903569.000000 Penalty: 5477.376465
	Iteration 59Q: 3 clusters Score -1.190357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -11903564.000000 Penalty: 5477.376465
	Iteration 60F: 3 clusters Score -1.190356e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 39305 members 
Entering Unmasked Estep 
Score: -11903548.000000 Penalty: 5477.376465
	Iteration 61Q: 3 clusters Score -1.190355e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -11903538.000000 Penalty: 5477.376465
	Iteration 62Q: 3 clusters Score -1.190354e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -11903528.000000 Penalty: 5477.376465
	Iteration 63Q: 3 clusters Score -1.190353e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 39106 members 
Entering Unmasked Estep 
Score: -11903535.000000 Penalty: 5477.376465
	Iteration 64Q: 3 clusters Score -1.190354e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -11903546.000000 Penalty: 5477.376465
	Iteration 65Q: 3 clusters Score -1.190355e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -11903543.000000 Penalty: 5477.376465
	Iteration 66Q: 3 clusters Score -1.190354e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -11903524.000000 Penalty: 5477.376465
	Iteration 67Q: 3 clusters Score -1.190352e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -11903540.000000 Penalty: 5477.376465
	Iteration 68Q: 3 clusters Score -1.190354e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 5477.376465
	Iteration 69Q: 3 clusters Score -1.190354e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -11903546.000000 Penalty: 5477.376465
	Iteration 70Q: 3 clusters Score -1.190355e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -11903539.000000 Penalty: 5477.376465
	Iteration 71Q: 3 clusters Score -1.190354e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -11903539.000000 Penalty: 5477.376465
	Iteration 72Q: 3 clusters Score -1.190354e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -11903512.000000 Penalty: 5477.376465
	Iteration 73Q: 3 clusters Score -1.190351e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -11903520.000000 Penalty: 5477.376465
	Iteration 74Q: 3 clusters Score -1.190352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -11903521.000000 Penalty: 5477.376465
	Iteration 75Q: 3 clusters Score -1.190352e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -11903519.000000 Penalty: 5477.376465
	Iteration 76Q: 3 clusters Score -1.190352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -11903491.000000 Penalty: 5477.376465
	Iteration 77Q: 3 clusters Score -1.190349e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -11903503.000000 Penalty: 5477.376465
	Iteration 78Q: 3 clusters Score -1.19035e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -11903490.000000 Penalty: 5477.376465
	Iteration 79Q: 3 clusters Score -1.190349e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -11903472.000000 Penalty: 5477.376465
	Iteration 80F: 3 clusters Score -1.190347e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -11903463.000000 Penalty: 5477.376465
	Iteration 81Q: 3 clusters Score -1.190346e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -11903472.000000 Penalty: 5477.376465
	Iteration 82Q: 3 clusters Score -1.190347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -11903469.000000 Penalty: 5477.376465
	Iteration 83Q: 3 clusters Score -1.190347e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -11903460.000000 Penalty: 5477.376465
	Iteration 84Q: 3 clusters Score -1.190346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -11903472.000000 Penalty: 5477.376465
	Iteration 85Q: 3 clusters Score -1.190347e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -11903480.000000 Penalty: 5477.376465
	Iteration 86Q: 3 clusters Score -1.190348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -11903480.000000 Penalty: 5477.376465
	Iteration 87Q: 3 clusters Score -1.190348e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -11903488.000000 Penalty: 5477.376465
	Iteration 88Q: 3 clusters Score -1.190349e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -11903493.000000 Penalty: 5477.376465
	Iteration 89Q: 3 clusters Score -1.190349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -11903511.000000 Penalty: 5477.376465
	Iteration 90Q: 3 clusters Score -1.190351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -11903534.000000 Penalty: 5477.376465
	Iteration 91Q: 3 clusters Score -1.190353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 5477.376465
	Iteration 92Q: 3 clusters Score -1.190354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 5477.376465
	Iteration 93Q: 3 clusters Score -1.190354e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -11903529.000000 Penalty: 5477.376465
	Iteration 94Q: 3 clusters Score -1.190353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -11903541.000000 Penalty: 5477.376465
	Iteration 95Q: 3 clusters Score -1.190354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -11903556.000000 Penalty: 5477.376465
	Iteration 96Q: 3 clusters Score -1.190356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -11903546.000000 Penalty: 5477.376465
	Iteration 97Q: 3 clusters Score -1.190355e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -11903559.000000 Penalty: 5477.376465
	Iteration 98Q: 3 clusters Score -1.190356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -11903561.000000 Penalty: 5477.376465
	Iteration 99Q: 3 clusters Score -1.190356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -11903566.000000 Penalty: 5477.376465
	Iteration 100F: 3 clusters Score -1.190357e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -11903585.000000 Penalty: 5477.376465
	Iteration 101Q: 3 clusters Score -1.190358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -11903594.000000 Penalty: 5477.376465
	Iteration 102Q: 3 clusters Score -1.190359e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -11903592.000000 Penalty: 5477.376465
	Iteration 103Q: 3 clusters Score -1.190359e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -11903603.000000 Penalty: 5477.376465
	Iteration 104Q: 3 clusters Score -1.19036e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -11903627.000000 Penalty: 5477.376465
	Iteration 105Q: 3 clusters Score -1.190363e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -11903614.000000 Penalty: 5477.376465
	Iteration 106Q: 3 clusters Score -1.190361e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -11903634.000000 Penalty: 5477.376465
	Iteration 107Q: 3 clusters Score -1.190363e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -11903646.000000 Penalty: 5477.376465
	Iteration 108Q: 3 clusters Score -1.190365e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -11903643.000000 Penalty: 5477.376465
	Iteration 109Q: 3 clusters Score -1.190364e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -11903630.000000 Penalty: 5477.376465
	Iteration 110Q: 3 clusters Score -1.190363e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -11903646.000000 Penalty: 5477.376465
	Iteration 111Q: 3 clusters Score -1.190365e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -11903626.000000 Penalty: 5477.376465
	Iteration 112Q: 3 clusters Score -1.190363e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -11903590.000000 Penalty: 5477.376465
	Iteration 113Q: 3 clusters Score -1.190359e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 36889 members 
Entering Unmasked Estep 
Score: -11903592.000000 Penalty: 5477.376465
	Iteration 114Q: 3 clusters Score -1.190359e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -11903571.000000 Penalty: 5477.376465
	Iteration 115Q: 3 clusters Score -1.190357e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -11903580.000000 Penalty: 5477.376465
	Iteration 116Q: 3 clusters Score -1.190358e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -11903606.000000 Penalty: 5477.376465
	Iteration 117Q: 3 clusters Score -1.190361e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -11903613.000000 Penalty: 5477.376465
	Iteration 118Q: 3 clusters Score -1.190361e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -11903586.000000 Penalty: 5477.376465
	Iteration 119Q: 3 clusters Score -1.190359e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 36602 members 
Entering Unmasked Estep 
Score: -11903607.000000 Penalty: 5477.376465
	Iteration 120F: 3 clusters Score -1.190361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 36567 members 
Entering Unmasked Estep 
Score: -11903580.000000 Penalty: 5477.376465
	Iteration 121Q: 3 clusters Score -1.190358e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -11903570.000000 Penalty: 5477.376465
	Iteration 122Q: 3 clusters Score -1.190357e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -11903577.000000 Penalty: 5477.376465
	Iteration 123Q: 3 clusters Score -1.190358e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -11903574.000000 Penalty: 5477.376465
	Iteration 124Q: 3 clusters Score -1.190357e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -11903579.000000 Penalty: 5477.376465
	Iteration 125Q: 3 clusters Score -1.190358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -11903582.000000 Penalty: 5477.376465
	Iteration 126Q: 3 clusters Score -1.190358e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -11903611.000000 Penalty: 5477.376465
	Iteration 127Q: 3 clusters Score -1.190361e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -11903605.000000 Penalty: 5477.376465
	Iteration 128Q: 3 clusters Score -1.19036e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -11903623.000000 Penalty: 5477.376465
	Iteration 129Q: 3 clusters Score -1.190362e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -11903609.000000 Penalty: 5477.376465
	Iteration 130Q: 3 clusters Score -1.190361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -11903620.000000 Penalty: 5477.376465
	Iteration 131Q: 3 clusters Score -1.190362e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -11903632.000000 Penalty: 5477.376465
	Iteration 132Q: 3 clusters Score -1.190363e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -11903622.000000 Penalty: 5477.376465
	Iteration 133Q: 3 clusters Score -1.190362e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -11903624.000000 Penalty: 5477.376465
	Iteration 134Q: 3 clusters Score -1.190362e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -11903616.000000 Penalty: 5477.376465
	Iteration 135Q: 3 clusters Score -1.190362e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -11903623.000000 Penalty: 5477.376465
	Iteration 136Q: 3 clusters Score -1.190362e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -11903619.000000 Penalty: 5477.376465
	Iteration 137Q: 3 clusters Score -1.190362e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -11903633.000000 Penalty: 5477.376465
	Iteration 138Q: 3 clusters Score -1.190363e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -11903646.000000 Penalty: 5477.376465
	Iteration 139Q: 3 clusters Score -1.190365e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -11903626.000000 Penalty: 5477.376465
	Iteration 140F: 3 clusters Score -1.190363e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -11903627.000000 Penalty: 5477.376465
	Iteration 141Q: 3 clusters Score -1.190363e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -11903617.000000 Penalty: 5477.376465
	Iteration 142Q: 3 clusters Score -1.190362e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -11903652.000000 Penalty: 5477.376465
	Iteration 143Q: 3 clusters Score -1.190365e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -11903653.000000 Penalty: 5477.376465
	Iteration 144Q: 3 clusters Score -1.190365e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -11903663.000000 Penalty: 5477.376465
	Iteration 145Q: 3 clusters Score -1.190366e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -11903638.000000 Penalty: 5477.376465
	Iteration 146Q: 3 clusters Score -1.190364e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -11903653.000000 Penalty: 5477.376465
	Iteration 147Q: 3 clusters Score -1.190365e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -11903626.000000 Penalty: 5477.376465
	Iteration 148Q: 3 clusters Score -1.190363e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -11903651.000000 Penalty: 5477.376465
	Iteration 149Q: 3 clusters Score -1.190365e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -11903645.000000 Penalty: 5477.376465
	Iteration 150Q: 3 clusters Score -1.190364e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -11903626.000000 Penalty: 5477.376465
	Iteration 151Q: 3 clusters Score -1.190363e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -11903621.000000 Penalty: 5477.376465
	Iteration 152Q: 3 clusters Score -1.190362e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 32479 members 
Entering Unmasked Estep 
Score: -11903629.000000 Penalty: 5477.376465
	Iteration 153Q: 3 clusters Score -1.190363e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -11903679.000000 Penalty: 5477.376465
	Iteration 154Q: 3 clusters Score -1.190368e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -11903686.000000 Penalty: 5477.376465
	Iteration 155Q: 3 clusters Score -1.190369e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -11903687.000000 Penalty: 5477.376465
	Iteration 156Q: 3 clusters Score -1.190369e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -11903681.000000 Penalty: 5477.376465
	Iteration 157Q: 3 clusters Score -1.190368e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -11903708.000000 Penalty: 5477.376465
	Iteration 158Q: 3 clusters Score -1.190371e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -11903668.000000 Penalty: 5477.376465
	Iteration 159Q: 3 clusters Score -1.190367e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -11903678.000000 Penalty: 5477.376465
	Iteration 160F: 3 clusters Score -1.190368e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -11903702.000000 Penalty: 5477.376465
	Iteration 161Q: 3 clusters Score -1.19037e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32411 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -11903719.000000 Penalty: 5477.376465
	Iteration 162Q: 3 clusters Score -1.190372e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 29873 members 
Entering Unmasked Estep 
Score: -11903749.000000 Penalty: 5477.376465
	Iteration 163Q: 3 clusters Score -1.190375e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -11903769.000000 Penalty: 5477.376465
	Iteration 164Q: 3 clusters Score -1.190377e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -11903769.000000 Penalty: 5477.376465
	Iteration 165Q: 3 clusters Score -1.190377e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -11903776.000000 Penalty: 5477.376465
	Iteration 166Q: 3 clusters Score -1.190378e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -11903817.000000 Penalty: 5477.376465
	Iteration 167Q: 3 clusters Score -1.190382e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -11903814.000000 Penalty: 5477.376465
	Iteration 168Q: 3 clusters Score -1.190381e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -11903837.000000 Penalty: 5477.376465
	Iteration 169Q: 3 clusters Score -1.190384e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -11903859.000000 Penalty: 5477.376465
	Iteration 170Q: 3 clusters Score -1.190386e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -11903866.000000 Penalty: 5477.376465
	Iteration 171Q: 3 clusters Score -1.190387e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -11903880.000000 Penalty: 5477.376465
	Iteration 172Q: 3 clusters Score -1.190388e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -11903869.000000 Penalty: 5477.376465
	Iteration 173Q: 3 clusters Score -1.190387e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -11903879.000000 Penalty: 5477.376465
	Iteration 174Q: 3 clusters Score -1.190388e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -11903921.000000 Penalty: 5477.376465
	Iteration 175Q: 3 clusters Score -1.190392e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -11903903.000000 Penalty: 5477.376465
	Iteration 176Q: 3 clusters Score -1.19039e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 28580 members 
Entering Unmasked Estep 
Score: -11903916.000000 Penalty: 5477.376465
	Iteration 177Q: 3 clusters Score -1.190392e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -11903956.000000 Penalty: 5477.376465
	Iteration 178Q: 3 clusters Score -1.190396e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -11903932.000000 Penalty: 5477.376465
	Iteration 179Q: 3 clusters Score -1.190393e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -11903957.000000 Penalty: 5477.376465
	Iteration 180F: 3 clusters Score -1.190396e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -11903947.000000 Penalty: 5477.376465
	Iteration 181Q: 3 clusters Score -1.190395e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -11903959.000000 Penalty: 5477.376465
	Iteration 182Q: 3 clusters Score -1.190396e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -11903944.000000 Penalty: 5477.376465
	Iteration 183Q: 3 clusters Score -1.190394e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -11903962.000000 Penalty: 5477.376465
	Iteration 184Q: 3 clusters Score -1.190396e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 29512 members 
Entering Unmasked Estep 
Score: -11903950.000000 Penalty: 5477.376465
	Iteration 185Q: 3 clusters Score -1.190395e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -11903980.000000 Penalty: 5477.376465
	Iteration 186Q: 3 clusters Score -1.190398e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -11903991.000000 Penalty: 5477.376465
	Iteration 187Q: 3 clusters Score -1.190399e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -11903998.000000 Penalty: 5477.376465
	Iteration 188Q: 3 clusters Score -1.1904e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -11903956.000000 Penalty: 5477.376465
	Iteration 189Q: 3 clusters Score -1.190396e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -11903968.000000 Penalty: 5477.376465
	Iteration 190Q: 3 clusters Score -1.190397e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31908 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -11903980.000000 Penalty: 5477.376465
	Iteration 191Q: 3 clusters Score -1.190398e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -11903981.000000 Penalty: 5477.376465
	Iteration 192Q: 3 clusters Score -1.190398e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -11903944.000000 Penalty: 5477.376465
	Iteration 193Q: 3 clusters Score -1.190394e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -11903984.000000 Penalty: 5477.376465
	Iteration 194Q: 3 clusters Score -1.190398e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -11903974.000000 Penalty: 5477.376465
	Iteration 195Q: 3 clusters Score -1.190397e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -11903978.000000 Penalty: 5477.376465
	Iteration 196Q: 3 clusters Score -1.190398e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -11903988.000000 Penalty: 5477.376465
	Iteration 197Q: 3 clusters Score -1.190399e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -11904041.000000 Penalty: 5477.376465
	Iteration 198Q: 3 clusters Score -1.190404e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -11904037.000000 Penalty: 5477.376465
	Iteration 199Q: 3 clusters Score -1.190404e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -11904029.000000 Penalty: 5477.376465
	Iteration 200F: 3 clusters Score -1.190403e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -11904042.000000 Penalty: 5477.376465
	Iteration 201Q: 3 clusters Score -1.190404e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -11904078.000000 Penalty: 5477.376465
	Iteration 202Q: 3 clusters Score -1.190408e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -11904091.000000 Penalty: 5477.376465
	Iteration 203Q: 3 clusters Score -1.190409e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -11904127.000000 Penalty: 5477.376465
	Iteration 204Q: 3 clusters Score -1.190413e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -11904138.000000 Penalty: 5477.376465
	Iteration 205Q: 3 clusters Score -1.190414e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -11904139.000000 Penalty: 5477.376465
	Iteration 206Q: 3 clusters Score -1.190414e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -11904170.000000 Penalty: 5477.376465
	Iteration 207Q: 3 clusters Score -1.190417e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -11904209.000000 Penalty: 5477.376465
	Iteration 208Q: 3 clusters Score -1.190421e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -11904247.000000 Penalty: 5477.376465
	Iteration 209Q: 3 clusters Score -1.190425e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -11904230.000000 Penalty: 5477.376465
	Iteration 210Q: 3 clusters Score -1.190423e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -11904248.000000 Penalty: 5477.376465
	Iteration 211Q: 3 clusters Score -1.190425e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -11904253.000000 Penalty: 5477.376465
	Iteration 212Q: 3 clusters Score -1.190425e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -11904248.000000 Penalty: 5477.376465
	Iteration 213Q: 3 clusters Score -1.190425e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -11904214.000000 Penalty: 5477.376465
	Iteration 214Q: 3 clusters Score -1.190421e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -11904260.000000 Penalty: 5477.376465
	Iteration 215Q: 3 clusters Score -1.190426e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -11904277.000000 Penalty: 5477.376465
	Iteration 216Q: 3 clusters Score -1.190428e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -11904264.000000 Penalty: 5477.376465
	Iteration 217Q: 3 clusters Score -1.190426e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -11904280.000000 Penalty: 5477.376465
	Iteration 218Q: 3 clusters Score -1.190428e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -11904280.000000 Penalty: 5477.376465
	Iteration 219Q: 3 clusters Score -1.190428e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -11904238.000000 Penalty: 5477.376465
	Iteration 220F: 3 clusters Score -1.190424e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -11904238.000000 Penalty: 5477.376465
	Iteration 221Q: 3 clusters Score -1.190424e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -11904185.000000 Penalty: 5477.376465
	Iteration 222Q: 3 clusters Score -1.190418e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -11904156.000000 Penalty: 5477.376465
	Iteration 223Q: 3 clusters Score -1.190416e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -11904125.000000 Penalty: 5477.376465
	Iteration 224Q: 3 clusters Score -1.190412e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -11904085.000000 Penalty: 5477.376465
	Iteration 225Q: 3 clusters Score -1.190408e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -11904054.000000 Penalty: 5477.376465
	Iteration 226Q: 3 clusters Score -1.190405e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -11904040.000000 Penalty: 5477.376465
	Iteration 227Q: 3 clusters Score -1.190404e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -11903990.000000 Penalty: 5477.376465
	Iteration 228Q: 3 clusters Score -1.190399e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -11904009.000000 Penalty: 5477.376465
	Iteration 229Q: 3 clusters Score -1.190401e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -11903997.000000 Penalty: 5477.376465
	Iteration 230Q: 3 clusters Score -1.1904e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -11903970.000000 Penalty: 5477.376465
	Iteration 231Q: 3 clusters Score -1.190397e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -11903943.000000 Penalty: 5477.376465
	Iteration 232Q: 3 clusters Score -1.190394e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -11903943.000000 Penalty: 5477.376465
	Iteration 233Q: 3 clusters Score -1.190394e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -11903894.000000 Penalty: 5477.376465
	Iteration 234Q: 3 clusters Score -1.190389e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -11903883.000000 Penalty: 5477.376465
	Iteration 235Q: 3 clusters Score -1.190388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -11903884.000000 Penalty: 5477.376465
	Iteration 236Q: 3 clusters Score -1.190388e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -11903868.000000 Penalty: 5477.376465
	Iteration 237Q: 3 clusters Score -1.190387e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -11903836.000000 Penalty: 5477.376465
	Iteration 238Q: 3 clusters Score -1.190384e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -11903828.000000 Penalty: 5477.376465
	Iteration 239Q: 3 clusters Score -1.190383e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -11903815.000000 Penalty: 5477.376465
	Iteration 240F: 3 clusters Score -1.190382e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -11903791.000000 Penalty: 5477.376465
	Iteration 241Q: 3 clusters Score -1.190379e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -11903754.000000 Penalty: 5477.376465
	Iteration 242Q: 3 clusters Score -1.190375e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -11903732.000000 Penalty: 5477.376465
	Iteration 243Q: 3 clusters Score -1.190373e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -11903726.000000 Penalty: 5477.376465
	Iteration 244Q: 3 clusters Score -1.190373e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -11903732.000000 Penalty: 5477.376465
	Iteration 245Q: 3 clusters Score -1.190373e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -11903739.000000 Penalty: 5477.376465
	Iteration 246Q: 3 clusters Score -1.190374e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -11903720.000000 Penalty: 5477.376465
	Iteration 247Q: 3 clusters Score -1.190372e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -11903660.000000 Penalty: 5477.376465
	Iteration 248Q: 3 clusters Score -1.190366e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -11903665.000000 Penalty: 5477.376465
	Iteration 249Q: 3 clusters Score -1.190366e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -11903656.000000 Penalty: 5477.376465
	Iteration 250Q: 3 clusters Score -1.190366e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -11903670.000000 Penalty: 5477.376465
	Iteration 251Q: 3 clusters Score -1.190367e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -11903685.000000 Penalty: 5477.376465
	Iteration 252Q: 3 clusters Score -1.190368e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -11903699.000000 Penalty: 5477.376465
	Iteration 253Q: 3 clusters Score -1.19037e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -11903686.000000 Penalty: 5477.376465
	Iteration 254Q: 3 clusters Score -1.190369e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -11903671.000000 Penalty: 5477.376465
	Iteration 255Q: 3 clusters Score -1.190367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -11903685.000000 Penalty: 5477.376465
	Iteration 256Q: 3 clusters Score -1.190368e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -11903660.000000 Penalty: 5477.376465
	Iteration 257Q: 3 clusters Score -1.190366e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -11903678.000000 Penalty: 5477.376465
	Iteration 258Q: 3 clusters Score -1.190368e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -11903640.000000 Penalty: 5477.376465
	Iteration 259Q: 3 clusters Score -1.190364e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -11903647.000000 Penalty: 5477.376465
	Iteration 260F: 3 clusters Score -1.190365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -11903638.000000 Penalty: 5477.376465
	Iteration 261Q: 3 clusters Score -1.190364e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -11903670.000000 Penalty: 5477.376465
	Iteration 262Q: 3 clusters Score -1.190367e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -11903658.000000 Penalty: 5477.376465
	Iteration 263Q: 3 clusters Score -1.190366e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -11903653.000000 Penalty: 5477.376465
	Iteration 264Q: 3 clusters Score -1.190365e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -11903670.000000 Penalty: 5477.376465
	Iteration 265Q: 3 clusters Score -1.190367e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -11903675.000000 Penalty: 5477.376465
	Iteration 266Q: 3 clusters Score -1.190368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -11903671.000000 Penalty: 5477.376465
	Iteration 267Q: 3 clusters Score -1.190367e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -11903679.000000 Penalty: 5477.376465
	Iteration 268Q: 3 clusters Score -1.190368e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -11903687.000000 Penalty: 5477.376465
	Iteration 269Q: 3 clusters Score -1.190369e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -11903666.000000 Penalty: 5477.376465
	Iteration 270Q: 3 clusters Score -1.190367e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -11903621.000000 Penalty: 5477.376465
	Iteration 271Q: 3 clusters Score -1.190362e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -11903611.000000 Penalty: 5477.376465
	Iteration 272Q: 3 clusters Score -1.190361e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -11903655.000000 Penalty: 5477.376465
	Iteration 273Q: 3 clusters Score -1.190366e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -11903665.000000 Penalty: 5477.376465
	Iteration 274Q: 3 clusters Score -1.190366e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -11903647.000000 Penalty: 5477.376465
	Iteration 275Q: 3 clusters Score -1.190365e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -11903659.000000 Penalty: 5477.376465
	Iteration 276Q: 3 clusters Score -1.190366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -11903663.000000 Penalty: 5477.376465
	Iteration 277Q: 3 clusters Score -1.190366e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -11903665.000000 Penalty: 5477.376465
	Iteration 278Q: 3 clusters Score -1.190366e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -11903676.000000 Penalty: 5477.376465
	Iteration 279Q: 3 clusters Score -1.190368e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -11903655.000000 Penalty: 5477.376465
	Iteration 280F: 3 clusters Score -1.190366e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -11903687.000000 Penalty: 5477.376465
	Iteration 281Q: 3 clusters Score -1.190369e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -11903691.000000 Penalty: 5477.376465
	Iteration 282Q: 3 clusters Score -1.190369e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -11903709.000000 Penalty: 5477.376465
	Iteration 283Q: 3 clusters Score -1.190371e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -11903707.000000 Penalty: 5477.376465
	Iteration 284Q: 3 clusters Score -1.190371e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -11903713.000000 Penalty: 5477.376465
	Iteration 285Q: 3 clusters Score -1.190371e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 36044 members 
Entering Unmasked Estep 
Score: -11903739.000000 Penalty: 5477.376465
	Iteration 286Q: 3 clusters Score -1.190374e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -11903782.000000 Penalty: 5477.376465
	Iteration 287Q: 3 clusters Score -1.190378e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -11903754.000000 Penalty: 5477.376465
	Iteration 288Q: 3 clusters Score -1.190375e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -11903739.000000 Penalty: 5477.376465
	Iteration 289Q: 3 clusters Score -1.190374e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -11903740.000000 Penalty: 5477.376465
	Iteration 290Q: 3 clusters Score -1.190374e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -11903728.000000 Penalty: 5477.376465
	Iteration 291Q: 3 clusters Score -1.190373e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -11903722.000000 Penalty: 5477.376465
	Iteration 292Q: 3 clusters Score -1.190372e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -11903762.000000 Penalty: 5477.376465
	Iteration 293Q: 3 clusters Score -1.190376e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -11903793.000000 Penalty: 5477.376465
	Iteration 294Q: 3 clusters Score -1.190379e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -11903799.000000 Penalty: 5477.376465
	Iteration 295Q: 3 clusters Score -1.19038e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -11903791.000000 Penalty: 5477.376465
	Iteration 296Q: 3 clusters Score -1.190379e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -11903767.000000 Penalty: 5477.376465
	Iteration 297Q: 3 clusters Score -1.190377e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -11903782.000000 Penalty: 5477.376465
	Iteration 298Q: 3 clusters Score -1.190378e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -11903755.000000 Penalty: 5477.376465
	Iteration 299Q: 3 clusters Score -1.190376e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -11903742.000000 Penalty: 5477.376465
	Iteration 300F: 3 clusters Score -1.190374e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -11903723.000000 Penalty: 5477.376465
	Iteration 301Q: 3 clusters Score -1.190372e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -11903705.000000 Penalty: 5477.376465
	Iteration 302Q: 3 clusters Score -1.19037e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -11903747.000000 Penalty: 5477.376465
	Iteration 303Q: 3 clusters Score -1.190375e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -11903739.000000 Penalty: 5477.376465
	Iteration 304Q: 3 clusters Score -1.190374e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -11903713.000000 Penalty: 5477.376465
	Iteration 305Q: 3 clusters Score -1.190371e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -11903733.000000 Penalty: 5477.376465
	Iteration 306Q: 3 clusters Score -1.190373e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30251 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -11903775.000000 Penalty: 5477.376465
	Iteration 307Q: 3 clusters Score -1.190378e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -11903737.000000 Penalty: 5477.376465
	Iteration 308Q: 3 clusters Score -1.190374e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -11903746.000000 Penalty: 5477.376465
	Iteration 309Q: 3 clusters Score -1.190375e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -11903813.000000 Penalty: 5477.376465
	Iteration 310Q: 3 clusters Score -1.190381e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -11903806.000000 Penalty: 5477.376465
	Iteration 311Q: 3 clusters Score -1.190381e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -11903842.000000 Penalty: 5477.376465
	Iteration 312Q: 3 clusters Score -1.190384e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -11903913.000000 Penalty: 5477.376465
	Iteration 313Q: 3 clusters Score -1.190391e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -11903927.000000 Penalty: 5477.376465
	Iteration 314Q: 3 clusters Score -1.190393e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -11903908.000000 Penalty: 5477.376465
	Iteration 315Q: 3 clusters Score -1.190391e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -11903916.000000 Penalty: 5477.376465
	Iteration 316Q: 3 clusters Score -1.190392e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -11903908.000000 Penalty: 5477.376465
	Iteration 317Q: 3 clusters Score -1.190391e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -11903923.000000 Penalty: 5477.376465
	Iteration 318Q: 3 clusters Score -1.190392e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -11903867.000000 Penalty: 5477.376465
	Iteration 319Q: 3 clusters Score -1.190387e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -11903924.000000 Penalty: 5477.376465
	Iteration 320F: 3 clusters Score -1.190392e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -11903935.000000 Penalty: 5477.376465
	Iteration 321Q: 3 clusters Score -1.190394e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -11903954.000000 Penalty: 5477.376465
	Iteration 322Q: 3 clusters Score -1.190395e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33364 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -11903933.000000 Penalty: 5477.376465
	Iteration 323Q: 3 clusters Score -1.190393e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -11903916.000000 Penalty: 5477.376465
	Iteration 324Q: 3 clusters Score -1.190392e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -11903920.000000 Penalty: 5477.376465
	Iteration 325Q: 3 clusters Score -1.190392e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -11903953.000000 Penalty: 5477.376465
	Iteration 326Q: 3 clusters Score -1.190395e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -11903987.000000 Penalty: 5477.376465
	Iteration 327Q: 3 clusters Score -1.190399e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -11903984.000000 Penalty: 5477.376465
	Iteration 328Q: 3 clusters Score -1.190398e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -11903966.000000 Penalty: 5477.376465
	Iteration 329Q: 3 clusters Score -1.190397e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -11903943.000000 Penalty: 5477.376465
	Iteration 330Q: 3 clusters Score -1.190394e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -11903979.000000 Penalty: 5477.376465
	Iteration 331Q: 3 clusters Score -1.190398e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -11903978.000000 Penalty: 5477.376465
	Iteration 332Q: 3 clusters Score -1.190398e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -11903952.000000 Penalty: 5477.376465
	Iteration 333Q: 3 clusters Score -1.190395e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -11903948.000000 Penalty: 5477.376465
	Iteration 334Q: 3 clusters Score -1.190395e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -11903938.000000 Penalty: 5477.376465
	Iteration 335Q: 3 clusters Score -1.190394e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -11903922.000000 Penalty: 5477.376465
	Iteration 336Q: 3 clusters Score -1.190392e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -11903949.000000 Penalty: 5477.376465
	Iteration 337Q: 3 clusters Score -1.190395e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -11903975.000000 Penalty: 5477.376465
	Iteration 338Q: 3 clusters Score -1.190398e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -11903966.000000 Penalty: 5477.376465
	Iteration 339Q: 3 clusters Score -1.190397e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 29944 members 
Entering Unmasked Estep 
Score: -11903955.000000 Penalty: 5477.376465
	Iteration 340F: 3 clusters Score -1.190396e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -11903978.000000 Penalty: 5477.376465
	Iteration 341Q: 3 clusters Score -1.190398e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -11903978.000000 Penalty: 5477.376465
	Iteration 342Q: 3 clusters Score -1.190398e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -11903993.000000 Penalty: 5477.376465
	Iteration 343Q: 3 clusters Score -1.190399e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -11904006.000000 Penalty: 5477.376465
	Iteration 344Q: 3 clusters Score -1.190401e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -11904032.000000 Penalty: 5477.376465
	Iteration 345Q: 3 clusters Score -1.190403e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -11904020.000000 Penalty: 5477.376465
	Iteration 346Q: 3 clusters Score -1.190402e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -11904049.000000 Penalty: 5477.376465
	Iteration 347Q: 3 clusters Score -1.190405e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -11904054.000000 Penalty: 5477.376465
	Iteration 348Q: 3 clusters Score -1.190405e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -11904058.000000 Penalty: 5477.376465
	Iteration 349Q: 3 clusters Score -1.190406e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -11904058.000000 Penalty: 5477.376465
	Iteration 350Q: 3 clusters Score -1.190406e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -11904023.000000 Penalty: 5477.376465
	Iteration 351Q: 3 clusters Score -1.190402e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -11904041.000000 Penalty: 5477.376465
	Iteration 352Q: 3 clusters Score -1.190404e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -11904084.000000 Penalty: 5477.376465
	Iteration 353Q: 3 clusters Score -1.190408e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -11904118.000000 Penalty: 5477.376465
	Iteration 354Q: 3 clusters Score -1.190412e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -11904083.000000 Penalty: 5477.376465
	Iteration 355Q: 3 clusters Score -1.190408e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -11904071.000000 Penalty: 5477.376465
	Iteration 356Q: 3 clusters Score -1.190407e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -11904049.000000 Penalty: 5477.376465
	Iteration 357Q: 3 clusters Score -1.190405e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -11904056.000000 Penalty: 5477.376465
	Iteration 358Q: 3 clusters Score -1.190406e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -11904112.000000 Penalty: 5477.376465
	Iteration 359Q: 3 clusters Score -1.190411e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -11904121.000000 Penalty: 5477.376465
	Iteration 360F: 3 clusters Score -1.190412e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -11904145.000000 Penalty: 5477.376465
	Iteration 361Q: 3 clusters Score -1.190414e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -11904135.000000 Penalty: 5477.376465
	Iteration 362Q: 3 clusters Score -1.190414e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -11904154.000000 Penalty: 5477.376465
	Iteration 363Q: 3 clusters Score -1.190415e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -11904152.000000 Penalty: 5477.376465
	Iteration 364Q: 3 clusters Score -1.190415e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -11904167.000000 Penalty: 5477.376465
	Iteration 365Q: 3 clusters Score -1.190417e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -11904167.000000 Penalty: 5477.376465
	Iteration 366Q: 3 clusters Score -1.190417e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -11904190.000000 Penalty: 5477.376465
	Iteration 367Q: 3 clusters Score -1.190419e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -11904206.000000 Penalty: 5477.376465
	Iteration 368Q: 3 clusters Score -1.190421e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -11904205.000000 Penalty: 5477.376465
	Iteration 369Q: 3 clusters Score -1.19042e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -11904247.000000 Penalty: 5477.376465
	Iteration 370Q: 3 clusters Score -1.190425e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -11904246.000000 Penalty: 5477.376465
	Iteration 371Q: 3 clusters Score -1.190425e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -11904218.000000 Penalty: 5477.376465
	Iteration 372Q: 3 clusters Score -1.190422e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -11904204.000000 Penalty: 5477.376465
	Iteration 373Q: 3 clusters Score -1.19042e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -11904194.000000 Penalty: 5477.376465
	Iteration 374Q: 3 clusters Score -1.190419e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -11904249.000000 Penalty: 5477.376465
	Iteration 375Q: 3 clusters Score -1.190425e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -11904255.000000 Penalty: 5477.376465
	Iteration 376Q: 3 clusters Score -1.190426e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -11904270.000000 Penalty: 5477.376465
	Iteration 377Q: 3 clusters Score -1.190427e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -11904284.000000 Penalty: 5477.376465
	Iteration 378Q: 3 clusters Score -1.190428e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -11904283.000000 Penalty: 5477.376465
	Iteration 379Q: 3 clusters Score -1.190428e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -11904250.000000 Penalty: 5477.376465
	Iteration 380F: 3 clusters Score -1.190425e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -11904248.000000 Penalty: 5477.376465
	Iteration 381Q: 3 clusters Score -1.190425e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -11904193.000000 Penalty: 5477.376465
	Iteration 382Q: 3 clusters Score -1.190419e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -11904181.000000 Penalty: 5477.376465
	Iteration 383Q: 3 clusters Score -1.190418e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -11904169.000000 Penalty: 5477.376465
	Iteration 384Q: 3 clusters Score -1.190417e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -11904168.000000 Penalty: 5477.376465
	Iteration 385Q: 3 clusters Score -1.190417e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -11904156.000000 Penalty: 5477.376465
	Iteration 386Q: 3 clusters Score -1.190416e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -11904123.000000 Penalty: 5477.376465
	Iteration 387Q: 3 clusters Score -1.190412e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -11904116.000000 Penalty: 5477.376465
	Iteration 388Q: 3 clusters Score -1.190412e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -11904099.000000 Penalty: 5477.376465
	Iteration 389Q: 3 clusters Score -1.19041e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -11904086.000000 Penalty: 5477.376465
	Iteration 390Q: 3 clusters Score -1.190409e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -11904065.000000 Penalty: 5477.376465
	Iteration 391Q: 3 clusters Score -1.190406e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -11904034.000000 Penalty: 5477.376465
	Iteration 392Q: 3 clusters Score -1.190403e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -11904035.000000 Penalty: 5477.376465
	Iteration 393Q: 3 clusters Score -1.190404e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -11904019.000000 Penalty: 5477.376465
	Iteration 394Q: 3 clusters Score -1.190402e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -11904023.000000 Penalty: 5477.376465
	Iteration 395Q: 3 clusters Score -1.190402e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -11904011.000000 Penalty: 5477.376465
	Iteration 396Q: 3 clusters Score -1.190401e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -11904006.000000 Penalty: 5477.376465
	Iteration 397Q: 3 clusters Score -1.190401e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -11903990.000000 Penalty: 5477.376465
	Iteration 398Q: 3 clusters Score -1.190399e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -11903987.000000 Penalty: 5477.376465
	Iteration 399Q: 3 clusters Score -1.190399e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -11903955.000000 Penalty: 5477.376465
	Iteration 400F: 3 clusters Score -1.190396e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -11903938.000000 Penalty: 5477.376465
	Iteration 401Q: 3 clusters Score -1.190394e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -11903946.000000 Penalty: 5477.376465
	Iteration 402Q: 3 clusters Score -1.190395e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -11903925.000000 Penalty: 5477.376465
	Iteration 403Q: 3 clusters Score -1.190392e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -11903931.000000 Penalty: 5477.376465
	Iteration 404Q: 3 clusters Score -1.190393e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -11903923.000000 Penalty: 5477.376465
	Iteration 405Q: 3 clusters Score -1.190392e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -11903940.000000 Penalty: 5477.376465
	Iteration 406Q: 3 clusters Score -1.190394e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -11903932.000000 Penalty: 5477.376465
	Iteration 407Q: 3 clusters Score -1.190393e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -11903925.000000 Penalty: 5477.376465
	Iteration 408Q: 3 clusters Score -1.190392e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -11903911.000000 Penalty: 5477.376465
	Iteration 409Q: 3 clusters Score -1.190391e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -11903902.000000 Penalty: 5477.376465
	Iteration 410Q: 3 clusters Score -1.19039e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -11903895.000000 Penalty: 5477.376465
	Iteration 411Q: 3 clusters Score -1.19039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -11903889.000000 Penalty: 5477.376465
	Iteration 412Q: 3 clusters Score -1.190389e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -11903882.000000 Penalty: 5477.376465
	Iteration 413Q: 3 clusters Score -1.190388e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -11903889.000000 Penalty: 5477.376465
	Iteration 414Q: 3 clusters Score -1.190389e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 37743 members 
Entering Unmasked Estep 
Score: -11903846.000000 Penalty: 5477.376465
	Iteration 415Q: 3 clusters Score -1.190385e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -11903818.000000 Penalty: 5477.376465
	Iteration 416Q: 3 clusters Score -1.190382e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -11903846.000000 Penalty: 5477.376465
	Iteration 417Q: 3 clusters Score -1.190385e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -11903841.000000 Penalty: 5477.376465
	Iteration 418Q: 3 clusters Score -1.190384e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -11903823.000000 Penalty: 5477.376465
	Iteration 419Q: 3 clusters Score -1.190382e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -11903819.000000 Penalty: 5477.376465
	Iteration 420F: 3 clusters Score -1.190382e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -11903836.000000 Penalty: 5477.376465
	Iteration 421Q: 3 clusters Score -1.190384e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -11903828.000000 Penalty: 5477.376465
	Iteration 422Q: 3 clusters Score -1.190383e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -11903858.000000 Penalty: 5477.376465
	Iteration 423Q: 3 clusters Score -1.190386e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 36648 members 
Entering Unmasked Estep 
Score: -11903852.000000 Penalty: 5477.376465
	Iteration 424Q: 3 clusters Score -1.190385e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -11903882.000000 Penalty: 5477.376465
	Iteration 425Q: 3 clusters Score -1.190388e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -11903872.000000 Penalty: 5477.376465
	Iteration 426Q: 3 clusters Score -1.190387e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -11903859.000000 Penalty: 5477.376465
	Iteration 427Q: 3 clusters Score -1.190386e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -11903864.000000 Penalty: 5477.376465
	Iteration 428Q: 3 clusters Score -1.190386e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -11903864.000000 Penalty: 5477.376465
	Iteration 429Q: 3 clusters Score -1.190386e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -11903868.000000 Penalty: 5477.376465
	Iteration 430Q: 3 clusters Score -1.190387e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -11903861.000000 Penalty: 5477.376465
	Iteration 431Q: 3 clusters Score -1.190386e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -11903856.000000 Penalty: 5477.376465
	Iteration 432Q: 3 clusters Score -1.190386e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -11903870.000000 Penalty: 5477.376465
	Iteration 433Q: 3 clusters Score -1.190387e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -11903854.000000 Penalty: 5477.376465
	Iteration 434Q: 3 clusters Score -1.190385e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -11903876.000000 Penalty: 5477.376465
	Iteration 435Q: 3 clusters Score -1.190388e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -11903876.000000 Penalty: 5477.376465
	Iteration 436Q: 3 clusters Score -1.190388e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 34921 members 
Entering Unmasked Estep 
Score: -11903850.000000 Penalty: 5477.376465
	Iteration 437Q: 3 clusters Score -1.190385e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -11903851.000000 Penalty: 5477.376465
	Iteration 438Q: 3 clusters Score -1.190385e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -11903829.000000 Penalty: 5477.376465
	Iteration 439Q: 3 clusters Score -1.190383e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -11903841.000000 Penalty: 5477.376465
	Iteration 440F: 3 clusters Score -1.190384e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11903849.000000 Penalty: 5477.376465
	Iteration 441Q: 3 clusters Score -1.190385e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -11903888.000000 Penalty: 5477.376465
	Iteration 442Q: 3 clusters Score -1.190389e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -11903882.000000 Penalty: 5477.376465
	Iteration 443Q: 3 clusters Score -1.190388e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -11903859.000000 Penalty: 5477.376465
	Iteration 444Q: 3 clusters Score -1.190386e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -11903891.000000 Penalty: 5477.376465
	Iteration 445Q: 3 clusters Score -1.190389e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -11903910.000000 Penalty: 5477.376465
	Iteration 446Q: 3 clusters Score -1.190391e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -11903929.000000 Penalty: 5477.376465
	Iteration 447Q: 3 clusters Score -1.190393e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -11903935.000000 Penalty: 5477.376465
	Iteration 448Q: 3 clusters Score -1.190394e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -11903944.000000 Penalty: 5477.376465
	Iteration 449Q: 3 clusters Score -1.190394e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -11903978.000000 Penalty: 5477.376465
	Iteration 450Q: 3 clusters Score -1.190398e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -11903964.000000 Penalty: 5477.376465
	Iteration 451Q: 3 clusters Score -1.190396e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -11903940.000000 Penalty: 5477.376465
	Iteration 452Q: 3 clusters Score -1.190394e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -11903973.000000 Penalty: 5477.376465
	Iteration 453Q: 3 clusters Score -1.190397e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -11903997.000000 Penalty: 5477.376465
	Iteration 454Q: 3 clusters Score -1.1904e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -11903973.000000 Penalty: 5477.376465
	Iteration 455Q: 3 clusters Score -1.190397e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -11903999.000000 Penalty: 5477.376465
	Iteration 456Q: 3 clusters Score -1.1904e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -11903990.000000 Penalty: 5477.376465
	Iteration 457Q: 3 clusters Score -1.190399e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 31176 members 
Entering Unmasked Estep 
Score: -11903963.000000 Penalty: 5477.376465
	Iteration 458Q: 3 clusters Score -1.190396e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -11903967.000000 Penalty: 5477.376465
	Iteration 459Q: 3 clusters Score -1.190397e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -11903971.000000 Penalty: 5477.376465
	Iteration 460F: 3 clusters Score -1.190397e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -11903962.000000 Penalty: 5477.376465
	Iteration 461Q: 3 clusters Score -1.190396e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -11903985.000000 Penalty: 5477.376465
	Iteration 462Q: 3 clusters Score -1.190398e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -11903981.000000 Penalty: 5477.376465
	Iteration 463Q: 3 clusters Score -1.190398e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -11904019.000000 Penalty: 5477.376465
	Iteration 464Q: 3 clusters Score -1.190402e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -11904008.000000 Penalty: 5477.376465
	Iteration 465Q: 3 clusters Score -1.190401e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -11904000.000000 Penalty: 5477.376465
	Iteration 466Q: 3 clusters Score -1.1904e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -11904002.000000 Penalty: 5477.376465
	Iteration 467Q: 3 clusters Score -1.1904e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -11903986.000000 Penalty: 5477.376465
	Iteration 468Q: 3 clusters Score -1.190399e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -11904023.000000 Penalty: 5477.376465
	Iteration 469Q: 3 clusters Score -1.190402e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -11904021.000000 Penalty: 5477.376465
	Iteration 470Q: 3 clusters Score -1.190402e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -11904037.000000 Penalty: 5477.376465
	Iteration 471Q: 3 clusters Score -1.190404e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -11904038.000000 Penalty: 5477.376465
	Iteration 472Q: 3 clusters Score -1.190404e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -11904054.000000 Penalty: 5477.376465
	Iteration 473Q: 3 clusters Score -1.190405e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -11904057.000000 Penalty: 5477.376465
	Iteration 474Q: 3 clusters Score -1.190406e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -11904047.000000 Penalty: 5477.376465
	Iteration 475Q: 3 clusters Score -1.190405e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -11904027.000000 Penalty: 5477.376465
	Iteration 476Q: 3 clusters Score -1.190403e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -11904037.000000 Penalty: 5477.376465
	Iteration 477Q: 3 clusters Score -1.190404e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -11904027.000000 Penalty: 5477.376465
	Iteration 478Q: 3 clusters Score -1.190403e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -11904044.000000 Penalty: 5477.376465
	Iteration 479Q: 3 clusters Score -1.190404e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -11904024.000000 Penalty: 5477.376465
	Iteration 480F: 3 clusters Score -1.190402e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -11904035.000000 Penalty: 5477.376465
	Iteration 481Q: 3 clusters Score -1.190404e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -11904035.000000 Penalty: 5477.376465
	Iteration 482Q: 3 clusters Score -1.190404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -11904043.000000 Penalty: 5477.376465
	Iteration 483Q: 3 clusters Score -1.190404e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -11904052.000000 Penalty: 5477.376465
	Iteration 484Q: 3 clusters Score -1.190405e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -11904041.000000 Penalty: 5477.376465
	Iteration 485Q: 3 clusters Score -1.190404e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -11904053.000000 Penalty: 5477.376465
	Iteration 486Q: 3 clusters Score -1.190405e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -11904022.000000 Penalty: 5477.376465
	Iteration 487Q: 3 clusters Score -1.190402e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -11904021.000000 Penalty: 5477.376465
	Iteration 488Q: 3 clusters Score -1.190402e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -11904065.000000 Penalty: 5477.376465
	Iteration 489Q: 3 clusters Score -1.190406e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -11904054.000000 Penalty: 5477.376465
	Iteration 490Q: 3 clusters Score -1.190405e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -11904069.000000 Penalty: 5477.376465
	Iteration 491Q: 3 clusters Score -1.190407e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -11904079.000000 Penalty: 5477.376465
	Iteration 492Q: 3 clusters Score -1.190408e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -11904069.000000 Penalty: 5477.376465
	Iteration 493Q: 3 clusters Score -1.190407e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -11904060.000000 Penalty: 5477.376465
	Iteration 494Q: 3 clusters Score -1.190406e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -11904057.000000 Penalty: 5477.376465
	Iteration 495Q: 3 clusters Score -1.190406e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -11904078.000000 Penalty: 5477.376465
	Iteration 496Q: 3 clusters Score -1.190408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -11904090.000000 Penalty: 5477.376465
	Iteration 497Q: 3 clusters Score -1.190409e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -11904097.000000 Penalty: 5477.376465
	Iteration 498Q: 3 clusters Score -1.19041e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -11904091.000000 Penalty: 5477.376465
	Iteration 499Q: 3 clusters Score -1.190409e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -11904098.000000 Penalty: 5477.376465
	Iteration 500F: 3 clusters Score -1.19041e+07 nChanged 73
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 12 contains 3164 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 77607 members 
Mstep: Class 17 contains 63721 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -136994320.000000 Penalty: 70429.164062
Splitting cluster 5 changes total score from -136985888.000000 to -136994320.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (42189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Entering Unmasked Estep 
Score: -7885332.000000 Penalty: 2641.178955
	Iteration 0F: 2 clusters Score -7885332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -7857896.000000 Penalty: 5282.357910
	Iteration 0F: 3 clusters Score -7857896 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -7868661.500000 Penalty: 5282.357910
	Iteration 1F: 3 clusters Score -7868662 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -7869200.500000 Penalty: 5282.357910
	Iteration 2Q: 3 clusters Score -7869200 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -7869823.000000 Penalty: 5282.357910
	Iteration 3Q: 3 clusters Score -7869823 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -7870512.500000 Penalty: 5282.357910
	Iteration 4Q: 3 clusters Score -7870512 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -7871247.500000 Penalty: 5282.357910
	Iteration 5Q: 3 clusters Score -7871248 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -7872081.500000 Penalty: 5282.357910
	Iteration 6Q: 3 clusters Score -7872082 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -7873100.000000 Penalty: 5282.357910
	Iteration 7Q: 3 clusters Score -7873100 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -7874204.000000 Penalty: 5282.357910
	Iteration 8Q: 3 clusters Score -7874204 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -7875584.000000 Penalty: 5282.357910
	Iteration 9F: 3 clusters Score -7875584 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -7876971.000000 Penalty: 5282.357910
	Iteration 10F: 3 clusters Score -7876971 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -7878193.500000 Penalty: 5282.357910
	Iteration 11Q: 3 clusters Score -7878194 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -7878918.500000 Penalty: 5282.357910
	Iteration 12Q: 3 clusters Score -7878918 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 26215 members 
Entering Unmasked Estep 
Score: -7879297.000000 Penalty: 5282.357910
	Iteration 13Q: 3 clusters Score -7879297 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7879503.500000 Penalty: 5282.357910
	Iteration 14Q: 3 clusters Score -7879504 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -7879642.500000 Penalty: 5282.357910
	Iteration 15Q: 3 clusters Score -7879642 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -7879754.500000 Penalty: 5282.357910
	Iteration 16Q: 3 clusters Score -7879754 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -7879882.000000 Penalty: 5282.357910
	Iteration 17Q: 3 clusters Score -7879882 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -7879969.500000 Penalty: 5282.357910
	Iteration 18Q: 3 clusters Score -7879970 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -7880068.000000 Penalty: 5282.357910
	Iteration 19Q: 3 clusters Score -7880068 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -7880146.000000 Penalty: 5282.357910
	Iteration 20F: 3 clusters Score -7880146 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -7880228.500000 Penalty: 5282.357910
	Iteration 21Q: 3 clusters Score -7880228 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -7880311.500000 Penalty: 5282.357910
	Iteration 22Q: 3 clusters Score -7880312 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -7880361.000000 Penalty: 5282.357910
	Iteration 23Q: 3 clusters Score -7880361 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -7880411.000000 Penalty: 5282.357910
	Iteration 24Q: 3 clusters Score -7880411 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -7880489.000000 Penalty: 5282.357910
	Iteration 25Q: 3 clusters Score -7880489 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -7880555.500000 Penalty: 5282.357910
	Iteration 26Q: 3 clusters Score -7880556 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -7880616.500000 Penalty: 5282.357910
	Iteration 27Q: 3 clusters Score -7880616 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -7880674.000000 Penalty: 5282.357910
	Iteration 28Q: 3 clusters Score -7880674 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -7880719.500000 Penalty: 5282.357910
	Iteration 29Q: 3 clusters Score -7880720 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -7880779.000000 Penalty: 5282.357910
	Iteration 30Q: 3 clusters Score -7880779 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -7880788.000000 Penalty: 5282.357910
	Iteration 31Q: 3 clusters Score -7880788 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -7880852.000000 Penalty: 5282.357910
	Iteration 32Q: 3 clusters Score -7880852 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -7880901.000000 Penalty: 5282.357910
	Iteration 33Q: 3 clusters Score -7880901 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -7880963.000000 Penalty: 5282.357910
	Iteration 34Q: 3 clusters Score -7880963 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -7881002.000000 Penalty: 5282.357910
	Iteration 35Q: 3 clusters Score -7881002 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -7881009.500000 Penalty: 5282.357910
	Iteration 36Q: 3 clusters Score -7881010 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7881077.500000 Penalty: 5282.357910
	Iteration 37Q: 3 clusters Score -7881078 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -7881087.000000 Penalty: 5282.357910
	Iteration 38Q: 3 clusters Score -7881087 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -7881090.500000 Penalty: 5282.357910
	Iteration 39Q: 3 clusters Score -7881090 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7881095.500000 Penalty: 5282.357910
	Iteration 40F: 3 clusters Score -7881096 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -7881105.500000 Penalty: 5282.357910
	Iteration 41Q: 3 clusters Score -7881106 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -7881108.500000 Penalty: 5282.357910
	Iteration 42Q: 3 clusters Score -7881108 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7881111.000000 Penalty: 5282.357910
	Iteration 43Q: 3 clusters Score -7881111 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -7881131.500000 Penalty: 5282.357910
	Iteration 44Q: 3 clusters Score -7881132 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -7881137.500000 Penalty: 5282.357910
	Iteration 45Q: 3 clusters Score -7881138 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -7881156.500000 Penalty: 5282.357910
	Iteration 46Q: 3 clusters Score -7881156 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -7881183.500000 Penalty: 5282.357910
	Iteration 47Q: 3 clusters Score -7881184 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -7881200.500000 Penalty: 5282.357910
	Iteration 48Q: 3 clusters Score -7881200 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -7881230.500000 Penalty: 5282.357910
	Iteration 49Q: 3 clusters Score -7881230 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -7881251.500000 Penalty: 5282.357910
	Iteration 50Q: 3 clusters Score -7881252 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7881270.500000 Penalty: 5282.357910
	Iteration 51Q: 3 clusters Score -7881270 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -7881292.000000 Penalty: 5282.357910
	Iteration 52Q: 3 clusters Score -7881292 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -7881319.500000 Penalty: 5282.357910
	Iteration 53Q: 3 clusters Score -7881320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -7881334.500000 Penalty: 5282.357910
	Iteration 54Q: 3 clusters Score -7881334 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -7881364.000000 Penalty: 5282.357910
	Iteration 55Q: 3 clusters Score -7881364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -7881388.000000 Penalty: 5282.357910
	Iteration 56Q: 3 clusters Score -7881388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -7881400.500000 Penalty: 5282.357910
	Iteration 57Q: 3 clusters Score -7881400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -7881421.500000 Penalty: 5282.357910
	Iteration 58Q: 3 clusters Score -7881422 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -7881438.000000 Penalty: 5282.357910
	Iteration 59Q: 3 clusters Score -7881438 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -7881460.000000 Penalty: 5282.357910
	Iteration 60F: 3 clusters Score -7881460 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -7881455.500000 Penalty: 5282.357910
	Iteration 61Q: 3 clusters Score -7881456 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 32097 members 
Entering Unmasked Estep 
Score: -7881440.000000 Penalty: 5282.357910
	Iteration 62Q: 3 clusters Score -7881440 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -7881458.500000 Penalty: 5282.357910
	Iteration 63Q: 3 clusters Score -7881458 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -7881479.000000 Penalty: 5282.357910
	Iteration 64Q: 3 clusters Score -7881479 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -7881509.000000 Penalty: 5282.357910
	Iteration 65Q: 3 clusters Score -7881509 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -7881534.000000 Penalty: 5282.357910
	Iteration 66Q: 3 clusters Score -7881534 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -7881568.000000 Penalty: 5282.357910
	Iteration 67Q: 3 clusters Score -7881568 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -7881597.000000 Penalty: 5282.357910
	Iteration 68Q: 3 clusters Score -7881597 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -7881585.500000 Penalty: 5282.357910
	Iteration 69Q: 3 clusters Score -7881586 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -7881618.500000 Penalty: 5282.357910
	Iteration 70Q: 3 clusters Score -7881618 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -7881651.000000 Penalty: 5282.357910
	Iteration 71Q: 3 clusters Score -7881651 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -7881676.000000 Penalty: 5282.357910
	Iteration 72Q: 3 clusters Score -7881676 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -7881683.500000 Penalty: 5282.357910
	Iteration 73Q: 3 clusters Score -7881684 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -7881693.500000 Penalty: 5282.357910
	Iteration 74Q: 3 clusters Score -7881694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -7881737.500000 Penalty: 5282.357910
	Iteration 75Q: 3 clusters Score -7881738 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -7881768.500000 Penalty: 5282.357910
	Iteration 76Q: 3 clusters Score -7881768 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -7881809.000000 Penalty: 5282.357910
	Iteration 77Q: 3 clusters Score -7881809 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -7881844.000000 Penalty: 5282.357910
	Iteration 78Q: 3 clusters Score -7881844 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -7881919.000000 Penalty: 5282.357910
	Iteration 79Q: 3 clusters Score -7881919 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7881997.000000 Penalty: 5282.357910
	Iteration 80F: 3 clusters Score -7881997 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -7882064.000000 Penalty: 5282.357910
	Iteration 81Q: 3 clusters Score -7882064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -7882108.500000 Penalty: 5282.357910
	Iteration 82Q: 3 clusters Score -7882108 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -7882175.000000 Penalty: 5282.357910
	Iteration 83Q: 3 clusters Score -7882175 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -7882227.500000 Penalty: 5282.357910
	Iteration 84Q: 3 clusters Score -7882228 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7882292.000000 Penalty: 5282.357910
	Iteration 85Q: 3 clusters Score -7882292 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 36897 members 
Entering Unmasked Estep 
Score: -7882353.000000 Penalty: 5282.357910
	Iteration 86Q: 3 clusters Score -7882353 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -7882431.000000 Penalty: 5282.357910
	Iteration 87Q: 3 clusters Score -7882431 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -7882508.000000 Penalty: 5282.357910
	Iteration 88Q: 3 clusters Score -7882508 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -7882568.000000 Penalty: 5282.357910
	Iteration 89Q: 3 clusters Score -7882568 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7882638.500000 Penalty: 5282.357910
	Iteration 90Q: 3 clusters Score -7882638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -7882697.500000 Penalty: 5282.357910
	Iteration 91Q: 3 clusters Score -7882698 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7882747.000000 Penalty: 5282.357910
	Iteration 92Q: 3 clusters Score -7882747 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -7882816.000000 Penalty: 5282.357910
	Iteration 93Q: 3 clusters Score -7882816 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7882864.000000 Penalty: 5282.357910
	Iteration 94Q: 3 clusters Score -7882864 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7882888.000000 Penalty: 5282.357910
	Iteration 95Q: 3 clusters Score -7882888 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7882920.500000 Penalty: 5282.357910
	Iteration 96Q: 3 clusters Score -7882920 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7882964.500000 Penalty: 5282.357910
	Iteration 97Q: 3 clusters Score -7882964 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -7883002.000000 Penalty: 5282.357910
	Iteration 98Q: 3 clusters Score -7883002 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7883021.000000 Penalty: 5282.357910
	Iteration 99Q: 3 clusters Score -7883021 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7883062.500000 Penalty: 5282.357910
	Iteration 100F: 3 clusters Score -7883062 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -7883120.000000 Penalty: 5282.357910
	Iteration 101Q: 3 clusters Score -7883120 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7883130.000000 Penalty: 5282.357910
	Iteration 102Q: 3 clusters Score -7883130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -7883151.500000 Penalty: 5282.357910
	Iteration 103Q: 3 clusters Score -7883152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -7883162.000000 Penalty: 5282.357910
	Iteration 104Q: 3 clusters Score -7883162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 40593 members 
Entering Unmasked Estep 
Score: -7883172.000000 Penalty: 5282.357910
	Iteration 105Q: 3 clusters Score -7883172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7883194.500000 Penalty: 5282.357910
	Iteration 106Q: 3 clusters Score -7883194 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7883203.000000 Penalty: 5282.357910
	Iteration 107Q: 3 clusters Score -7883203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7883232.000000 Penalty: 5282.357910
	Iteration 108Q: 3 clusters Score -7883232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7883249.500000 Penalty: 5282.357910
	Iteration 109Q: 3 clusters Score -7883250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7883273.500000 Penalty: 5282.357910
	Iteration 110Q: 3 clusters Score -7883274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7883298.000000 Penalty: 5282.357910
	Iteration 111Q: 3 clusters Score -7883298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7883305.000000 Penalty: 5282.357910
	Iteration 112Q: 3 clusters Score -7883305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7883335.500000 Penalty: 5282.357910
	Iteration 113Q: 3 clusters Score -7883336 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -7883321.500000 Penalty: 5282.357910
	Iteration 114Q: 3 clusters Score -7883322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7883339.000000 Penalty: 5282.357910
	Iteration 115Q: 3 clusters Score -7883339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7883341.000000 Penalty: 5282.357910
	Iteration 116Q: 3 clusters Score -7883341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -7883350.000000 Penalty: 5282.357910
	Iteration 117Q: 3 clusters Score -7883350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7883356.000000 Penalty: 5282.357910
	Iteration 118Q: 3 clusters Score -7883356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7883368.500000 Penalty: 5282.357910
	Iteration 119Q: 3 clusters Score -7883368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -7883388.500000 Penalty: 5282.357910
	Iteration 120F: 3 clusters Score -7883388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7883386.000000 Penalty: 5282.357910
	Iteration 121Q: 3 clusters Score -7883386 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -7883393.000000 Penalty: 5282.357910
	Iteration 122Q: 3 clusters Score -7883393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41182 members 
Entering Unmasked Estep 
Score: -7883392.500000 Penalty: 5282.357910
	Iteration 123Q: 3 clusters Score -7883392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -7883402.000000 Penalty: 5282.357910
	Iteration 124Q: 3 clusters Score -7883402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -7883391.500000 Penalty: 5282.357910
	Iteration 125Q: 3 clusters Score -7883392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -7883396.500000 Penalty: 5282.357910
	Iteration 126Q: 3 clusters Score -7883396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7883392.500000 Penalty: 5282.357910
	Iteration 127Q: 3 clusters Score -7883392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7883403.500000 Penalty: 5282.357910
	Iteration 128Q: 3 clusters Score -7883404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -7883402.500000 Penalty: 5282.357910
	Iteration 129Q: 3 clusters Score -7883402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7883399.000000 Penalty: 5282.357910
	Iteration 130Q: 3 clusters Score -7883399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7883392.500000 Penalty: 5282.357910
	Iteration 131Q: 3 clusters Score -7883392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -7883391.000000 Penalty: 5282.357910
	Iteration 132Q: 3 clusters Score -7883391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -7883407.000000 Penalty: 5282.357910
	Iteration 133Q: 3 clusters Score -7883407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 41261 members 
Entering Unmasked Estep 
Score: -7883408.000000 Penalty: 5282.357910
	Iteration 134Q: 3 clusters Score -7883408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -7883412.000000 Penalty: 5282.357910
	Iteration 135Q: 3 clusters Score -7883412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -7883417.000000 Penalty: 5282.357910
	Iteration 136Q: 3 clusters Score -7883417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -7883427.500000 Penalty: 5282.357910
	Iteration 137Q: 3 clusters Score -7883428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 41278 members 
Entering Unmasked Estep 
Score: -7883426.000000 Penalty: 5282.357910
	Iteration 138Q: 3 clusters Score -7883426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -7883424.500000 Penalty: 5282.357910
	Iteration 139Q: 3 clusters Score -7883424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -7883424.500000 Penalty: 5282.357910
	Iteration 140F: 3 clusters Score -7883424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Entering Unmasked Estep 
Score: -9482713.000000 Penalty: 2687.021729
	Iteration 0F: 2 clusters Score -9482713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -9452257.000000 Penalty: 5374.043457
	Iteration 0F: 3 clusters Score -9452257 nChanged 23529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -9465181.000000 Penalty: 5374.043457
	Iteration 1F: 3 clusters Score -9465181 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -9465925.000000 Penalty: 5374.043457
	Iteration 2Q: 3 clusters Score -9465925 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -9466763.000000 Penalty: 5374.043457
	Iteration 3Q: 3 clusters Score -9466763 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -9467597.000000 Penalty: 5374.043457
	Iteration 4Q: 3 clusters Score -9467597 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -9468520.000000 Penalty: 5374.043457
	Iteration 5Q: 3 clusters Score -9468520 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -9469622.000000 Penalty: 5374.043457
	Iteration 6Q: 3 clusters Score -9469622 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -9471109.000000 Penalty: 5374.043457
	Iteration 7F: 3 clusters Score -9471109 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -9472874.000000 Penalty: 5374.043457
	Iteration 8F: 3 clusters Score -9472874 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -9474827.000000 Penalty: 5374.043457
	Iteration 9F: 3 clusters Score -9474827 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -9476660.000000 Penalty: 5374.043457
	Iteration 10F: 3 clusters Score -9476660 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -9478185.000000 Penalty: 5374.043457
	Iteration 11Q: 3 clusters Score -9478185 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -9479119.000000 Penalty: 5374.043457
	Iteration 12Q: 3 clusters Score -9479119 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -9479737.000000 Penalty: 5374.043457
	Iteration 13Q: 3 clusters Score -9479737 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -9480078.000000 Penalty: 5374.043457
	Iteration 14Q: 3 clusters Score -9480078 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -9480363.000000 Penalty: 5374.043457
	Iteration 15Q: 3 clusters Score -9480363 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9480490.000000 Penalty: 5374.043457
	Iteration 16Q: 3 clusters Score -9480490 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -9480548.000000 Penalty: 5374.043457
	Iteration 17Q: 3 clusters Score -9480548 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -9480583.000000 Penalty: 5374.043457
	Iteration 18Q: 3 clusters Score -9480583 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -9480633.000000 Penalty: 5374.043457
	Iteration 19Q: 3 clusters Score -9480633 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9480712.000000 Penalty: 5374.043457
	Iteration 20F: 3 clusters Score -9480712 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9480740.000000 Penalty: 5374.043457
	Iteration 21Q: 3 clusters Score -9480740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9480753.000000 Penalty: 5374.043457
	Iteration 22Q: 3 clusters Score -9480753 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49449 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9480771.000000 Penalty: 5374.043457
	Iteration 23Q: 3 clusters Score -9480771 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9480789.000000 Penalty: 5374.043457
	Iteration 24Q: 3 clusters Score -9480789 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9480759.000000 Penalty: 5374.043457
	Iteration 25Q: 3 clusters Score -9480759 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9480771.000000 Penalty: 5374.043457
	Iteration 26Q: 3 clusters Score -9480771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9480748.000000 Penalty: 5374.043457
	Iteration 27Q: 3 clusters Score -9480748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49711 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9480748.000000 Penalty: 5374.043457
	Iteration 28Q: 3 clusters Score -9480748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9480748.000000 Penalty: 5374.043457
	Iteration 29Q: 3 clusters Score -9480748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49760 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9480755.000000 Penalty: 5374.043457
	Iteration 30Q: 3 clusters Score -9480755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9480760.000000 Penalty: 5374.043457
	Iteration 31Q: 3 clusters Score -9480760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9480770.000000 Penalty: 5374.043457
	Iteration 32Q: 3 clusters Score -9480770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -9480771.000000 Penalty: 5374.043457
	Iteration 33Q: 3 clusters Score -9480771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49825 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9480767.000000 Penalty: 5374.043457
	Iteration 34Q: 3 clusters Score -9480767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9480774.000000 Penalty: 5374.043457
	Iteration 35Q: 3 clusters Score -9480774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49857 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9480785.000000 Penalty: 5374.043457
	Iteration 36Q: 3 clusters Score -9480785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9480785.000000 Penalty: 5374.043457
	Iteration 37Q: 3 clusters Score -9480785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9480784.000000 Penalty: 5374.043457
	Iteration 38Q: 3 clusters Score -9480784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9480776.000000 Penalty: 5374.043457
	Iteration 39Q: 3 clusters Score -9480776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9480776.000000 Penalty: 5374.043457
	Iteration 40F: 3 clusters Score -9480776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9480772.000000 Penalty: 5374.043457
	Iteration 41Q: 3 clusters Score -9480772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9480773.000000 Penalty: 5374.043457
	Iteration 42Q: 3 clusters Score -9480773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49890 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9480772.000000 Penalty: 5374.043457
	Iteration 43Q: 3 clusters Score -9480772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9480786.000000 Penalty: 5374.043457
	Iteration 44Q: 3 clusters Score -9480786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9480784.000000 Penalty: 5374.043457
	Iteration 45Q: 3 clusters Score -9480784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49900 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9480791.000000 Penalty: 5374.043457
	Iteration 46Q: 3 clusters Score -9480791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49909 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9480785.000000 Penalty: 5374.043457
	Iteration 47Q: 3 clusters Score -9480785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9480796.000000 Penalty: 5374.043457
	Iteration 48Q: 3 clusters Score -9480796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9480799.000000 Penalty: 5374.043457
	Iteration 49Q: 3 clusters Score -9480799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9480790.000000 Penalty: 5374.043457
	Iteration 50Q: 3 clusters Score -9480790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9480794.000000 Penalty: 5374.043457
	Iteration 51Q: 3 clusters Score -9480794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9480797.000000 Penalty: 5374.043457
	Iteration 52Q: 3 clusters Score -9480797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9480796.000000 Penalty: 5374.043457
	Iteration 53Q: 3 clusters Score -9480796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9480800.000000 Penalty: 5374.043457
	Iteration 54Q: 3 clusters Score -9480800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9480800.000000 Penalty: 5374.043457
	Iteration 55F: 3 clusters Score -9480800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Entering Unmasked Estep 
Score: -9769275.000000 Penalty: 2695.697754
	Iteration 0F: 2 clusters Score -9769275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -9737651.000000 Penalty: 5391.395508
	Iteration 0F: 3 clusters Score -9737651 nChanged 24396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -9751512.000000 Penalty: 5391.395508
	Iteration 1F: 3 clusters Score -9751512 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -9752199.000000 Penalty: 5391.395508
	Iteration 2Q: 3 clusters Score -9752199 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -9752918.000000 Penalty: 5391.395508
	Iteration 3Q: 3 clusters Score -9752918 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -9753651.000000 Penalty: 5391.395508
	Iteration 4Q: 3 clusters Score -9753651 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -9754376.000000 Penalty: 5391.395508
	Iteration 5Q: 3 clusters Score -9754376 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -9755378.000000 Penalty: 5391.395508
	Iteration 6Q: 3 clusters Score -9755378 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -9756612.000000 Penalty: 5391.395508
	Iteration 7Q: 3 clusters Score -9756612 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -9758212.000000 Penalty: 5391.395508
	Iteration 8F: 3 clusters Score -9758212 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -9760136.000000 Penalty: 5391.395508
	Iteration 9F: 3 clusters Score -9760136 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -9762065.000000 Penalty: 5391.395508
	Iteration 10F: 3 clusters Score -9762065 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9763278.000000 Penalty: 5391.395508
	Iteration 11Q: 3 clusters Score -9763278 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -9763868.000000 Penalty: 5391.395508
	Iteration 12Q: 3 clusters Score -9763868 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -9764254.000000 Penalty: 5391.395508
	Iteration 13Q: 3 clusters Score -9764254 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -9764611.000000 Penalty: 5391.395508
	Iteration 14Q: 3 clusters Score -9764611 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -9764909.000000 Penalty: 5391.395508
	Iteration 15Q: 3 clusters Score -9764909 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -9765217.000000 Penalty: 5391.395508
	Iteration 16Q: 3 clusters Score -9765217 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -9765490.000000 Penalty: 5391.395508
	Iteration 17Q: 3 clusters Score -9765490 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -9765805.000000 Penalty: 5391.395508
	Iteration 18Q: 3 clusters Score -9765805 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -9766177.000000 Penalty: 5391.395508
	Iteration 19Q: 3 clusters Score -9766177 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -9766495.000000 Penalty: 5391.395508
	Iteration 20F: 3 clusters Score -9766495 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -9766846.000000 Penalty: 5391.395508
	Iteration 21Q: 3 clusters Score -9766846 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -9767107.000000 Penalty: 5391.395508
	Iteration 22Q: 3 clusters Score -9767107 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -9767292.000000 Penalty: 5391.395508
	Iteration 23Q: 3 clusters Score -9767292 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -9767513.000000 Penalty: 5391.395508
	Iteration 24Q: 3 clusters Score -9767513 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -9767653.000000 Penalty: 5391.395508
	Iteration 25Q: 3 clusters Score -9767653 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9767764.000000 Penalty: 5391.395508
	Iteration 26Q: 3 clusters Score -9767764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9767819.000000 Penalty: 5391.395508
	Iteration 27Q: 3 clusters Score -9767819 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -9767826.000000 Penalty: 5391.395508
	Iteration 28Q: 3 clusters Score -9767826 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -9767809.000000 Penalty: 5391.395508
	Iteration 29Q: 3 clusters Score -9767809 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -9767783.000000 Penalty: 5391.395508
	Iteration 30Q: 3 clusters Score -9767783 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -9767758.000000 Penalty: 5391.395508
	Iteration 31Q: 3 clusters Score -9767758 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -9767731.000000 Penalty: 5391.395508
	Iteration 32Q: 3 clusters Score -9767731 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -9767713.000000 Penalty: 5391.395508
	Iteration 33Q: 3 clusters Score -9767713 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9767728.000000 Penalty: 5391.395508
	Iteration 34Q: 3 clusters Score -9767728 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9767656.000000 Penalty: 5391.395508
	Iteration 35Q: 3 clusters Score -9767656 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -9767606.000000 Penalty: 5391.395508
	Iteration 36Q: 3 clusters Score -9767606 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9767611.000000 Penalty: 5391.395508
	Iteration 37Q: 3 clusters Score -9767611 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9767642.000000 Penalty: 5391.395508
	Iteration 38Q: 3 clusters Score -9767642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -9767661.000000 Penalty: 5391.395508
	Iteration 39Q: 3 clusters Score -9767661 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9767619.000000 Penalty: 5391.395508
	Iteration 40F: 3 clusters Score -9767619 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9767628.000000 Penalty: 5391.395508
	Iteration 41Q: 3 clusters Score -9767628 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9767636.000000 Penalty: 5391.395508
	Iteration 42Q: 3 clusters Score -9767636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9767635.000000 Penalty: 5391.395508
	Iteration 43Q: 3 clusters Score -9767635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9767633.000000 Penalty: 5391.395508
	Iteration 44Q: 3 clusters Score -9767633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9767650.000000 Penalty: 5391.395508
	Iteration 45Q: 3 clusters Score -9767650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9767657.000000 Penalty: 5391.395508
	Iteration 46Q: 3 clusters Score -9767657 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9767652.000000 Penalty: 5391.395508
	Iteration 47Q: 3 clusters Score -9767652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51366 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -9767634.000000 Penalty: 5391.395508
	Iteration 48Q: 3 clusters Score -9767634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9767620.000000 Penalty: 5391.395508
	Iteration 49Q: 3 clusters Score -9767620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51423 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9767616.000000 Penalty: 5391.395508
	Iteration 50Q: 3 clusters Score -9767616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51448 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -9767615.000000 Penalty: 5391.395508
	Iteration 51Q: 3 clusters Score -9767615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9767617.000000 Penalty: 5391.395508
	Iteration 52Q: 3 clusters Score -9767617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51494 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9767622.000000 Penalty: 5391.395508
	Iteration 53Q: 3 clusters Score -9767622 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9767607.000000 Penalty: 5391.395508
	Iteration 54Q: 3 clusters Score -9767607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -9767593.000000 Penalty: 5391.395508
	Iteration 55Q: 3 clusters Score -9767593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -9767588.000000 Penalty: 5391.395508
	Iteration 56Q: 3 clusters Score -9767588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9767587.000000 Penalty: 5391.395508
	Iteration 57Q: 3 clusters Score -9767587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9767591.000000 Penalty: 5391.395508
	Iteration 58Q: 3 clusters Score -9767591 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9767589.000000 Penalty: 5391.395508
	Iteration 59Q: 3 clusters Score -9767589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9767590.000000 Penalty: 5391.395508
	Iteration 60F: 3 clusters Score -9767590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9767578.000000 Penalty: 5391.395508
	Iteration 61Q: 3 clusters Score -9767578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9767547.000000 Penalty: 5391.395508
	Iteration 62Q: 3 clusters Score -9767547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9767544.000000 Penalty: 5391.395508
	Iteration 63Q: 3 clusters Score -9767544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9767556.000000 Penalty: 5391.395508
	Iteration 64Q: 3 clusters Score -9767556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9767552.000000 Penalty: 5391.395508
	Iteration 65Q: 3 clusters Score -9767552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9767546.000000 Penalty: 5391.395508
	Iteration 66Q: 3 clusters Score -9767546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9767548.000000 Penalty: 5391.395508
	Iteration 67Q: 3 clusters Score -9767548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9767537.000000 Penalty: 5391.395508
	Iteration 68Q: 3 clusters Score -9767537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9767537.000000 Penalty: 5391.395508
	Iteration 69Q: 3 clusters Score -9767537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9767533.000000 Penalty: 5391.395508
	Iteration 70Q: 3 clusters Score -9767533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9767530.000000 Penalty: 5391.395508
	Iteration 71Q: 3 clusters Score -9767530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9767527.000000 Penalty: 5391.395508
	Iteration 72Q: 3 clusters Score -9767527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9767526.000000 Penalty: 5391.395508
	Iteration 73Q: 3 clusters Score -9767526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9767529.000000 Penalty: 5391.395508
	Iteration 74Q: 3 clusters Score -9767529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9767529.000000 Penalty: 5391.395508
	Iteration 75F: 3 clusters Score -9767529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (53442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53442 members 
Entering Unmasked Estep 
Score: -10009139.000000 Penalty: 2699.815430
	Iteration 0F: 2 clusters Score -1.000914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -9980388.000000 Penalty: 5399.630859
	Iteration 0F: 3 clusters Score -9980388 nChanged 24802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9994004.000000 Penalty: 5399.630859
	Iteration 1F: 3 clusters Score -9994004 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -9994549.000000 Penalty: 5399.630859
	Iteration 2Q: 3 clusters Score -9994549 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -9995021.000000 Penalty: 5399.630859
	Iteration 3Q: 3 clusters Score -9995021 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9995536.000000 Penalty: 5399.630859
	Iteration 4Q: 3 clusters Score -9995536 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -9996142.000000 Penalty: 5399.630859
	Iteration 5Q: 3 clusters Score -9996142 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -9996850.000000 Penalty: 5399.630859
	Iteration 6Q: 3 clusters Score -9996850 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -9997860.000000 Penalty: 5399.630859
	Iteration 7Q: 3 clusters Score -9997860 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29995 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -9999300.000000 Penalty: 5399.630859
	Iteration 8Q: 3 clusters Score -9999300 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -10001025.000000 Penalty: 5399.630859
	Iteration 9F: 3 clusters Score -1.000102e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -10003053.000000 Penalty: 5399.630859
	Iteration 10F: 3 clusters Score -1.000305e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -10004860.000000 Penalty: 5399.630859
	Iteration 11F: 3 clusters Score -1.000486e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -10006002.000000 Penalty: 5399.630859
	Iteration 12Q: 3 clusters Score -1.0006e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -10006505.000000 Penalty: 5399.630859
	Iteration 13Q: 3 clusters Score -1.00065e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -10006732.000000 Penalty: 5399.630859
	Iteration 14Q: 3 clusters Score -1.000673e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -10006867.000000 Penalty: 5399.630859
	Iteration 15Q: 3 clusters Score -1.000687e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -10007005.000000 Penalty: 5399.630859
	Iteration 16Q: 3 clusters Score -1.0007e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -10007105.000000 Penalty: 5399.630859
	Iteration 17Q: 3 clusters Score -1.00071e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -10007190.000000 Penalty: 5399.630859
	Iteration 18Q: 3 clusters Score -1.000719e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -10007273.000000 Penalty: 5399.630859
	Iteration 19Q: 3 clusters Score -1.000727e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -10007385.000000 Penalty: 5399.630859
	Iteration 20F: 3 clusters Score -1.000738e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -10007482.000000 Penalty: 5399.630859
	Iteration 21Q: 3 clusters Score -1.000748e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -10007549.000000 Penalty: 5399.630859
	Iteration 22Q: 3 clusters Score -1.000755e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -10007651.000000 Penalty: 5399.630859
	Iteration 23Q: 3 clusters Score -1.000765e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -10007733.000000 Penalty: 5399.630859
	Iteration 24Q: 3 clusters Score -1.000773e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -10007806.000000 Penalty: 5399.630859
	Iteration 25Q: 3 clusters Score -1.000781e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -10007902.000000 Penalty: 5399.630859
	Iteration 26Q: 3 clusters Score -1.00079e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -10008034.000000 Penalty: 5399.630859
	Iteration 27Q: 3 clusters Score -1.000803e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -10008085.000000 Penalty: 5399.630859
	Iteration 28Q: 3 clusters Score -1.000808e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -10008197.000000 Penalty: 5399.630859
	Iteration 29Q: 3 clusters Score -1.00082e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -10008292.000000 Penalty: 5399.630859
	Iteration 30Q: 3 clusters Score -1.000829e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -10008375.000000 Penalty: 5399.630859
	Iteration 31Q: 3 clusters Score -1.000838e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -10008477.000000 Penalty: 5399.630859
	Iteration 32Q: 3 clusters Score -1.000848e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -10008550.000000 Penalty: 5399.630859
	Iteration 33Q: 3 clusters Score -1.000855e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -10008614.000000 Penalty: 5399.630859
	Iteration 34Q: 3 clusters Score -1.000861e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -10008637.000000 Penalty: 5399.630859
	Iteration 35Q: 3 clusters Score -1.000864e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -10008761.000000 Penalty: 5399.630859
	Iteration 36Q: 3 clusters Score -1.000876e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -10008835.000000 Penalty: 5399.630859
	Iteration 37Q: 3 clusters Score -1.000884e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -10008957.000000 Penalty: 5399.630859
	Iteration 38Q: 3 clusters Score -1.000896e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -10009042.000000 Penalty: 5399.630859
	Iteration 39Q: 3 clusters Score -1.000904e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -10009086.000000 Penalty: 5399.630859
	Iteration 40F: 3 clusters Score -1.000909e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -10009185.000000 Penalty: 5399.630859
	Iteration 41Q: 3 clusters Score -1.000918e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -10009275.000000 Penalty: 5399.630859
	Iteration 42Q: 3 clusters Score -1.000928e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -10009387.000000 Penalty: 5399.630859
	Iteration 43Q: 3 clusters Score -1.000939e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -10009437.000000 Penalty: 5399.630859
	Iteration 44Q: 3 clusters Score -1.000944e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -10009444.000000 Penalty: 5399.630859
	Iteration 45Q: 3 clusters Score -1.000944e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45947 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -10009498.000000 Penalty: 5399.630859
	Iteration 46Q: 3 clusters Score -1.00095e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -10009449.000000 Penalty: 5399.630859
	Iteration 47Q: 3 clusters Score -1.000945e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -10009483.000000 Penalty: 5399.630859
	Iteration 48Q: 3 clusters Score -1.000948e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -10009397.000000 Penalty: 5399.630859
	Iteration 49Q: 3 clusters Score -1.00094e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -10009337.000000 Penalty: 5399.630859
	Iteration 50Q: 3 clusters Score -1.000934e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48121 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -10009292.000000 Penalty: 5399.630859
	Iteration 51Q: 3 clusters Score -1.000929e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -10009214.000000 Penalty: 5399.630859
	Iteration 52Q: 3 clusters Score -1.000921e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48715 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -10009112.000000 Penalty: 5399.630859
	Iteration 53Q: 3 clusters Score -1.000911e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -10008983.000000 Penalty: 5399.630859
	Iteration 54Q: 3 clusters Score -1.000898e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49154 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -10008917.000000 Penalty: 5399.630859
	Iteration 55Q: 3 clusters Score -1.000892e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -10008844.000000 Penalty: 5399.630859
	Iteration 56Q: 3 clusters Score -1.000884e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -10008795.000000 Penalty: 5399.630859
	Iteration 57Q: 3 clusters Score -1.00088e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -10008691.000000 Penalty: 5399.630859
	Iteration 58Q: 3 clusters Score -1.000869e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -10008646.000000 Penalty: 5399.630859
	Iteration 59Q: 3 clusters Score -1.000865e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -10008608.000000 Penalty: 5399.630859
	Iteration 60F: 3 clusters Score -1.000861e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49977 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -10008571.000000 Penalty: 5399.630859
	Iteration 61Q: 3 clusters Score -1.000857e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -10008532.000000 Penalty: 5399.630859
	Iteration 62Q: 3 clusters Score -1.000853e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10008497.000000 Penalty: 5399.630859
	Iteration 63Q: 3 clusters Score -1.00085e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -10008476.000000 Penalty: 5399.630859
	Iteration 64Q: 3 clusters Score -1.000848e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -10008457.000000 Penalty: 5399.630859
	Iteration 65Q: 3 clusters Score -1.000846e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -10008454.000000 Penalty: 5399.630859
	Iteration 66Q: 3 clusters Score -1.000845e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10008437.000000 Penalty: 5399.630859
	Iteration 67Q: 3 clusters Score -1.000844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10008398.000000 Penalty: 5399.630859
	Iteration 68Q: 3 clusters Score -1.00084e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -10008377.000000 Penalty: 5399.630859
	Iteration 69Q: 3 clusters Score -1.000838e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -10008359.000000 Penalty: 5399.630859
	Iteration 70Q: 3 clusters Score -1.000836e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -10008327.000000 Penalty: 5399.630859
	Iteration 71Q: 3 clusters Score -1.000833e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -10008311.000000 Penalty: 5399.630859
	Iteration 72Q: 3 clusters Score -1.000831e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -10008277.000000 Penalty: 5399.630859
	Iteration 73Q: 3 clusters Score -1.000828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -10008273.000000 Penalty: 5399.630859
	Iteration 74Q: 3 clusters Score -1.000827e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -10008286.000000 Penalty: 5399.630859
	Iteration 75Q: 3 clusters Score -1.000829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50862 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10008257.000000 Penalty: 5399.630859
	Iteration 76Q: 3 clusters Score -1.000826e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -10008243.000000 Penalty: 5399.630859
	Iteration 77Q: 3 clusters Score -1.000824e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -10008227.000000 Penalty: 5399.630859
	Iteration 78Q: 3 clusters Score -1.000823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -10008195.000000 Penalty: 5399.630859
	Iteration 79Q: 3 clusters Score -1.00082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -10008195.000000 Penalty: 5399.630859
	Iteration 80F: 3 clusters Score -1.00082e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10008184.000000 Penalty: 5399.630859
	Iteration 81Q: 3 clusters Score -1.000818e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51031 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -10008190.000000 Penalty: 5399.630859
	Iteration 82Q: 3 clusters Score -1.000819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -10008163.000000 Penalty: 5399.630859
	Iteration 83Q: 3 clusters Score -1.000816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -10008166.000000 Penalty: 5399.630859
	Iteration 84Q: 3 clusters Score -1.000817e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10008157.000000 Penalty: 5399.630859
	Iteration 85Q: 3 clusters Score -1.000816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -10008152.000000 Penalty: 5399.630859
	Iteration 86Q: 3 clusters Score -1.000815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -10008145.000000 Penalty: 5399.630859
	Iteration 87Q: 3 clusters Score -1.000814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51119 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10008143.000000 Penalty: 5399.630859
	Iteration 88Q: 3 clusters Score -1.000814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51130 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10008144.000000 Penalty: 5399.630859
	Iteration 89Q: 3 clusters Score -1.000814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51137 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -10008145.000000 Penalty: 5399.630859
	Iteration 90Q: 3 clusters Score -1.000814e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -10008147.000000 Penalty: 5399.630859
	Iteration 91Q: 3 clusters Score -1.000815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -10008156.000000 Penalty: 5399.630859
	Iteration 92Q: 3 clusters Score -1.000816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -10008151.000000 Penalty: 5399.630859
	Iteration 93Q: 3 clusters Score -1.000815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -10008151.000000 Penalty: 5399.630859
	Iteration 94Q: 3 clusters Score -1.000815e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10008147.000000 Penalty: 5399.630859
	Iteration 95Q: 3 clusters Score -1.000815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51165 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10008148.000000 Penalty: 5399.630859
	Iteration 96Q: 3 clusters Score -1.000815e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10008132.000000 Penalty: 5399.630859
	Iteration 97Q: 3 clusters Score -1.000813e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -10008131.000000 Penalty: 5399.630859
	Iteration 98Q: 3 clusters Score -1.000813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -10008138.000000 Penalty: 5399.630859
	Iteration 99Q: 3 clusters Score -1.000814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -10008136.000000 Penalty: 5399.630859
	Iteration 100F: 3 clusters Score -1.000814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10008143.000000 Penalty: 5399.630859
	Iteration 101Q: 3 clusters Score -1.000814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -10008142.000000 Penalty: 5399.630859
	Iteration 102Q: 3 clusters Score -1.000814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51187 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -10008135.000000 Penalty: 5399.630859
	Iteration 103Q: 3 clusters Score -1.000814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -10008144.000000 Penalty: 5399.630859
	Iteration 104Q: 3 clusters Score -1.000814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10008149.000000 Penalty: 5399.630859
	Iteration 105Q: 3 clusters Score -1.000815e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -10008138.000000 Penalty: 5399.630859
	Iteration 106Q: 3 clusters Score -1.000814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10008137.000000 Penalty: 5399.630859
	Iteration 107Q: 3 clusters Score -1.000814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -10008131.000000 Penalty: 5399.630859
	Iteration 108Q: 3 clusters Score -1.000813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10008132.000000 Penalty: 5399.630859
	Iteration 109Q: 3 clusters Score -1.000813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -10008123.000000 Penalty: 5399.630859
	Iteration 110Q: 3 clusters Score -1.000812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10008136.000000 Penalty: 5399.630859
	Iteration 111Q: 3 clusters Score -1.000814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -10008123.000000 Penalty: 5399.630859
	Iteration 112Q: 3 clusters Score -1.000812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51233 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10008135.000000 Penalty: 5399.630859
	Iteration 113Q: 3 clusters Score -1.000814e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10008130.000000 Penalty: 5399.630859
	Iteration 114Q: 3 clusters Score -1.000813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10008116.000000 Penalty: 5399.630859
	Iteration 115Q: 3 clusters Score -1.000812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10008121.000000 Penalty: 5399.630859
	Iteration 116Q: 3 clusters Score -1.000812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10008120.000000 Penalty: 5399.630859
	Iteration 117Q: 3 clusters Score -1.000812e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10008115.000000 Penalty: 5399.630859
	Iteration 118Q: 3 clusters Score -1.000812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -10008104.000000 Penalty: 5399.630859
	Iteration 119Q: 3 clusters Score -1.00081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10008093.000000 Penalty: 5399.630859
	Iteration 120F: 3 clusters Score -1.000809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -10008089.000000 Penalty: 5399.630859
	Iteration 121Q: 3 clusters Score -1.000809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -10008092.000000 Penalty: 5399.630859
	Iteration 122Q: 3 clusters Score -1.000809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -10008089.000000 Penalty: 5399.630859
	Iteration 123Q: 3 clusters Score -1.000809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51281 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10008090.000000 Penalty: 5399.630859
	Iteration 124Q: 3 clusters Score -1.000809e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10008091.000000 Penalty: 5399.630859
	Iteration 125Q: 3 clusters Score -1.000809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -10008090.000000 Penalty: 5399.630859
	Iteration 126Q: 3 clusters Score -1.000809e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10008097.000000 Penalty: 5399.630859
	Iteration 127Q: 3 clusters Score -1.00081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10008097.000000 Penalty: 5399.630859
	Iteration 128F: 3 clusters Score -1.00081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -535183.375000 Penalty: 1998.778931
	Iteration 0F: 2 clusters Score -535183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -531973.250000 Penalty: 3997.557861
	Iteration 0F: 3 clusters Score -531973.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -533441.187500 Penalty: 3997.557861
	Iteration 1F: 3 clusters Score -533441.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -534332.625000 Penalty: 3997.557861
	Iteration 2F: 3 clusters Score -534332.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -535045.875000 Penalty: 3997.557861
	Iteration 3F: 3 clusters Score -535045.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -535688.875000 Penalty: 3997.557861
	Iteration 4F: 3 clusters Score -535688.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -536225.625000 Penalty: 3997.557861
	Iteration 5F: 3 clusters Score -536225.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -536479.375000 Penalty: 3997.557861
	Iteration 6F: 3 clusters Score -536479.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -536591.937500 Penalty: 3997.557861
	Iteration 7Q: 3 clusters Score -536591.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -536648.875000 Penalty: 3997.557861
	Iteration 8Q: 3 clusters Score -536648.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -536683.375000 Penalty: 3997.557861
	Iteration 9Q: 3 clusters Score -536683.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -536698.687500 Penalty: 3997.557861
	Iteration 10Q: 3 clusters Score -536698.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -536706.937500 Penalty: 3997.557861
	Iteration 11Q: 3 clusters Score -536706.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -536709.250000 Penalty: 3997.557861
	Iteration 12Q: 3 clusters Score -536709.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536713.000000 Penalty: 3997.557861
	Iteration 13Q: 3 clusters Score -536713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -536713.625000 Penalty: 3997.557861
	Iteration 14Q: 3 clusters Score -536713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536713.125000 Penalty: 3997.557861
	Iteration 15Q: 3 clusters Score -536713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536714.625000 Penalty: 3997.557861
	Iteration 16Q: 3 clusters Score -536714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536715.187500 Penalty: 3997.557861
	Iteration 17Q: 3 clusters Score -536715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -536716.312500 Penalty: 3997.557861
	Iteration 18Q: 3 clusters Score -536716.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536716.312500 Penalty: 3997.557861
	Iteration 19Q: 3 clusters Score -536716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -536716.312500 Penalty: 3997.557861
	Iteration 20F: 3 clusters Score -536716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 77607 members 
Mstep: Class 17 contains 63721 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -136994704.000000 Penalty: 73782.929688
Splitting cluster 12 changes total score from -136985888.000000 to -136994704.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 13 (50080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Entering Unmasked Estep 
Score: -9339505.000000 Penalty: 2683.701416
	Iteration 0F: 2 clusters Score -9339505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9309151.000000 Penalty: 5367.402832
	Iteration 0F: 3 clusters Score -9309151 nChanged 23211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -9322150.000000 Penalty: 5367.402832
	Iteration 1F: 3 clusters Score -9322150 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -9322778.000000 Penalty: 5367.402832
	Iteration 2Q: 3 clusters Score -9322778 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -9323356.000000 Penalty: 5367.402832
	Iteration 3Q: 3 clusters Score -9323356 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -9323931.000000 Penalty: 5367.402832
	Iteration 4Q: 3 clusters Score -9323931 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -9324549.000000 Penalty: 5367.402832
	Iteration 5Q: 3 clusters Score -9324549 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -9325317.000000 Penalty: 5367.402832
	Iteration 6Q: 3 clusters Score -9325317 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -9326238.000000 Penalty: 5367.402832
	Iteration 7Q: 3 clusters Score -9326238 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -9327498.000000 Penalty: 5367.402832
	Iteration 8Q: 3 clusters Score -9327498 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -9329093.000000 Penalty: 5367.402832
	Iteration 9F: 3 clusters Score -9329093 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -9331270.000000 Penalty: 5367.402832
	Iteration 10F: 3 clusters Score -9331270 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -9333613.000000 Penalty: 5367.402832
	Iteration 11F: 3 clusters Score -9333613 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -9335457.000000 Penalty: 5367.402832
	Iteration 12F: 3 clusters Score -9335457 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -9336407.000000 Penalty: 5367.402832
	Iteration 13Q: 3 clusters Score -9336407 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9336932.000000 Penalty: 5367.402832
	Iteration 14Q: 3 clusters Score -9336932 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -9337206.000000 Penalty: 5367.402832
	Iteration 15Q: 3 clusters Score -9337206 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9337318.000000 Penalty: 5367.402832
	Iteration 16Q: 3 clusters Score -9337318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9337390.000000 Penalty: 5367.402832
	Iteration 17Q: 3 clusters Score -9337390 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9337477.000000 Penalty: 5367.402832
	Iteration 18Q: 3 clusters Score -9337477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49137 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -9337544.000000 Penalty: 5367.402832
	Iteration 19Q: 3 clusters Score -9337544 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9337647.000000 Penalty: 5367.402832
	Iteration 20F: 3 clusters Score -9337647 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49224 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9337764.000000 Penalty: 5367.402832
	Iteration 21Q: 3 clusters Score -9337764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -9337865.000000 Penalty: 5367.402832
	Iteration 22Q: 3 clusters Score -9337865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -9337911.000000 Penalty: 5367.402832
	Iteration 23Q: 3 clusters Score -9337911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9337944.000000 Penalty: 5367.402832
	Iteration 24Q: 3 clusters Score -9337944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9337972.000000 Penalty: 5367.402832
	Iteration 25Q: 3 clusters Score -9337972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9337993.000000 Penalty: 5367.402832
	Iteration 26Q: 3 clusters Score -9337993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9338004.000000 Penalty: 5367.402832
	Iteration 27Q: 3 clusters Score -9338004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -9338027.000000 Penalty: 5367.402832
	Iteration 28Q: 3 clusters Score -9338027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9338029.000000 Penalty: 5367.402832
	Iteration 29Q: 3 clusters Score -9338029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9338035.000000 Penalty: 5367.402832
	Iteration 30Q: 3 clusters Score -9338035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9338051.000000 Penalty: 5367.402832
	Iteration 31Q: 3 clusters Score -9338051 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9338047.000000 Penalty: 5367.402832
	Iteration 32Q: 3 clusters Score -9338047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -9338054.000000 Penalty: 5367.402832
	Iteration 33Q: 3 clusters Score -9338054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9338067.000000 Penalty: 5367.402832
	Iteration 34Q: 3 clusters Score -9338067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9338059.000000 Penalty: 5367.402832
	Iteration 35Q: 3 clusters Score -9338059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9338076.000000 Penalty: 5367.402832
	Iteration 36Q: 3 clusters Score -9338076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9338074.000000 Penalty: 5367.402832
	Iteration 37Q: 3 clusters Score -9338074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9338083.000000 Penalty: 5367.402832
	Iteration 38Q: 3 clusters Score -9338083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49169 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -9338079.000000 Penalty: 5367.402832
	Iteration 39Q: 3 clusters Score -9338079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9338080.000000 Penalty: 5367.402832
	Iteration 40F: 3 clusters Score -9338080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9338082.000000 Penalty: 5367.402832
	Iteration 41Q: 3 clusters Score -9338082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9338082.000000 Penalty: 5367.402832
	Iteration 42Q: 3 clusters Score -9338082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -9338077.000000 Penalty: 5367.402832
	Iteration 43Q: 3 clusters Score -9338077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -9338081.000000 Penalty: 5367.402832
	Iteration 44Q: 3 clusters Score -9338081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9338080.000000 Penalty: 5367.402832
	Iteration 45Q: 3 clusters Score -9338080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9338079.000000 Penalty: 5367.402832
	Iteration 46Q: 3 clusters Score -9338079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9338079.000000 Penalty: 5367.402832
	Iteration 47F: 3 clusters Score -9338079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (74573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74573 members 
Entering Unmasked Estep 
Score: -13782264.000000 Penalty: 2782.444336
	Iteration 0F: 2 clusters Score -1.378226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -13742274.000000 Penalty: 5564.888672
	Iteration 0F: 3 clusters Score -1.374227e+07 nChanged 35064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -13761770.000000 Penalty: 5564.888672
	Iteration 1F: 3 clusters Score -1.376177e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -13762560.000000 Penalty: 5564.888672
	Iteration 2Q: 3 clusters Score -1.376256e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -13763591.000000 Penalty: 5564.888672
	Iteration 3Q: 3 clusters Score -1.376359e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 31852 members 
Entering Unmasked Estep 
Score: -13765089.000000 Penalty: 5564.888672
	Iteration 4Q: 3 clusters Score -1.376509e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -13767397.000000 Penalty: 5564.888672
	Iteration 5Q: 3 clusters Score -1.37674e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -13769820.000000 Penalty: 5564.888672
	Iteration 6F: 3 clusters Score -1.376982e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -13772187.000000 Penalty: 5564.888672
	Iteration 7F: 3 clusters Score -1.377219e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52533 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -13774318.000000 Penalty: 5564.888672
	Iteration 8F: 3 clusters Score -1.377432e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -13776209.000000 Penalty: 5564.888672
	Iteration 9F: 3 clusters Score -1.377621e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -13777594.000000 Penalty: 5564.888672
	Iteration 10Q: 3 clusters Score -1.377759e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55228 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -13778239.000000 Penalty: 5564.888672
	Iteration 11Q: 3 clusters Score -1.377824e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -13778600.000000 Penalty: 5564.888672
	Iteration 12Q: 3 clusters Score -1.37786e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -13778770.000000 Penalty: 5564.888672
	Iteration 13Q: 3 clusters Score -1.377877e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55259 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -13778896.000000 Penalty: 5564.888672
	Iteration 14Q: 3 clusters Score -1.37789e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55015 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -13778974.000000 Penalty: 5564.888672
	Iteration 15Q: 3 clusters Score -1.377897e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54707 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -13779004.000000 Penalty: 5564.888672
	Iteration 16Q: 3 clusters Score -1.3779e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -13779116.000000 Penalty: 5564.888672
	Iteration 17Q: 3 clusters Score -1.377912e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -13779094.000000 Penalty: 5564.888672
	Iteration 18Q: 3 clusters Score -1.377909e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53421 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -13779253.000000 Penalty: 5564.888672
	Iteration 19Q: 3 clusters Score -1.377925e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -13779339.000000 Penalty: 5564.888672
	Iteration 20F: 3 clusters Score -1.377934e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -13779386.000000 Penalty: 5564.888672
	Iteration 21Q: 3 clusters Score -1.377939e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -13779541.000000 Penalty: 5564.888672
	Iteration 22Q: 3 clusters Score -1.377954e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -13779662.000000 Penalty: 5564.888672
	Iteration 23Q: 3 clusters Score -1.377966e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50582 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -13779770.000000 Penalty: 5564.888672
	Iteration 24Q: 3 clusters Score -1.377977e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -13779920.000000 Penalty: 5564.888672
	Iteration 25Q: 3 clusters Score -1.377992e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -13780088.000000 Penalty: 5564.888672
	Iteration 26Q: 3 clusters Score -1.378009e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48894 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -13780190.000000 Penalty: 5564.888672
	Iteration 27Q: 3 clusters Score -1.378019e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -13780302.000000 Penalty: 5564.888672
	Iteration 28Q: 3 clusters Score -1.37803e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -13780424.000000 Penalty: 5564.888672
	Iteration 29Q: 3 clusters Score -1.378042e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -13780549.000000 Penalty: 5564.888672
	Iteration 30Q: 3 clusters Score -1.378055e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -13780666.000000 Penalty: 5564.888672
	Iteration 31Q: 3 clusters Score -1.378067e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -13780715.000000 Penalty: 5564.888672
	Iteration 32Q: 3 clusters Score -1.378072e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -13780834.000000 Penalty: 5564.888672
	Iteration 33Q: 3 clusters Score -1.378083e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -13780890.000000 Penalty: 5564.888672
	Iteration 34Q: 3 clusters Score -1.378089e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -13780966.000000 Penalty: 5564.888672
	Iteration 35Q: 3 clusters Score -1.378097e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -13781068.000000 Penalty: 5564.888672
	Iteration 36Q: 3 clusters Score -1.378107e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -13781069.000000 Penalty: 5564.888672
	Iteration 37Q: 3 clusters Score -1.378107e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -13781090.000000 Penalty: 5564.888672
	Iteration 38Q: 3 clusters Score -1.378109e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -13781138.000000 Penalty: 5564.888672
	Iteration 39Q: 3 clusters Score -1.378114e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -13781145.000000 Penalty: 5564.888672
	Iteration 40F: 3 clusters Score -1.378114e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -13781159.000000 Penalty: 5564.888672
	Iteration 41Q: 3 clusters Score -1.378116e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -13781220.000000 Penalty: 5564.888672
	Iteration 42Q: 3 clusters Score -1.378122e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -13781299.000000 Penalty: 5564.888672
	Iteration 43Q: 3 clusters Score -1.37813e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -13781294.000000 Penalty: 5564.888672
	Iteration 44Q: 3 clusters Score -1.378129e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -13781299.000000 Penalty: 5564.888672
	Iteration 45Q: 3 clusters Score -1.37813e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -13781320.000000 Penalty: 5564.888672
	Iteration 46Q: 3 clusters Score -1.378132e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -13781324.000000 Penalty: 5564.888672
	Iteration 47Q: 3 clusters Score -1.378132e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -13781342.000000 Penalty: 5564.888672
	Iteration 48Q: 3 clusters Score -1.378134e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -13781367.000000 Penalty: 5564.888672
	Iteration 49Q: 3 clusters Score -1.378137e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -13781399.000000 Penalty: 5564.888672
	Iteration 50Q: 3 clusters Score -1.37814e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -13781371.000000 Penalty: 5564.888672
	Iteration 51Q: 3 clusters Score -1.378137e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -13781389.000000 Penalty: 5564.888672
	Iteration 52Q: 3 clusters Score -1.378139e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -13781367.000000 Penalty: 5564.888672
	Iteration 53Q: 3 clusters Score -1.378137e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -13781406.000000 Penalty: 5564.888672
	Iteration 54Q: 3 clusters Score -1.378141e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -13781403.000000 Penalty: 5564.888672
	Iteration 55Q: 3 clusters Score -1.37814e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -13781434.000000 Penalty: 5564.888672
	Iteration 56Q: 3 clusters Score -1.378143e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -13781452.000000 Penalty: 5564.888672
	Iteration 57Q: 3 clusters Score -1.378145e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -13781400.000000 Penalty: 5564.888672
	Iteration 58Q: 3 clusters Score -1.37814e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -13781411.000000 Penalty: 5564.888672
	Iteration 59Q: 3 clusters Score -1.378141e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -13781440.000000 Penalty: 5564.888672
	Iteration 60F: 3 clusters Score -1.378144e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 33821 members 
Entering Unmasked Estep 
Score: -13781493.000000 Penalty: 5564.888672
	Iteration 61Q: 3 clusters Score -1.378149e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -13781546.000000 Penalty: 5564.888672
	Iteration 62Q: 3 clusters Score -1.378155e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -13781570.000000 Penalty: 5564.888672
	Iteration 63Q: 3 clusters Score -1.378157e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -13781540.000000 Penalty: 5564.888672
	Iteration 64Q: 3 clusters Score -1.378154e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -13781594.000000 Penalty: 5564.888672
	Iteration 65Q: 3 clusters Score -1.378159e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -13781759.000000 Penalty: 5564.888672
	Iteration 66Q: 3 clusters Score -1.378176e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -13781847.000000 Penalty: 5564.888672
	Iteration 67Q: 3 clusters Score -1.378185e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -13781918.000000 Penalty: 5564.888672
	Iteration 68Q: 3 clusters Score -1.378192e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -13782019.000000 Penalty: 5564.888672
	Iteration 69Q: 3 clusters Score -1.378202e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -13782168.000000 Penalty: 5564.888672
	Iteration 70Q: 3 clusters Score -1.378217e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -13782283.000000 Penalty: 5564.888672
	Iteration 71Q: 3 clusters Score -1.378228e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -13782480.000000 Penalty: 5564.888672
	Iteration 72Q: 3 clusters Score -1.378248e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -13782763.000000 Penalty: 5564.888672
	Iteration 73Q: 3 clusters Score -1.378276e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -13783124.000000 Penalty: 5564.888672
	Iteration 74Q: 3 clusters Score -1.378312e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -13783518.000000 Penalty: 5564.888672
	Iteration 75Q: 3 clusters Score -1.378352e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -13784021.000000 Penalty: 5564.888672
	Iteration 76Q: 3 clusters Score -1.378402e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -13784529.000000 Penalty: 5564.888672
	Iteration 77Q: 3 clusters Score -1.378453e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -13784919.000000 Penalty: 5564.888672
	Iteration 78Q: 3 clusters Score -1.378492e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -13785058.000000 Penalty: 5564.888672
	Iteration 79Q: 3 clusters Score -1.378506e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -13784866.000000 Penalty: 5564.888672
	Iteration 80F: 3 clusters Score -1.378487e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 55792 members 
Entering Unmasked Estep 
Score: -13784351.000000 Penalty: 5564.888672
	Iteration 81Q: 3 clusters Score -1.378435e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -13783880.000000 Penalty: 5564.888672
	Iteration 82Q: 3 clusters Score -1.378388e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -13783618.000000 Penalty: 5564.888672
	Iteration 83Q: 3 clusters Score -1.378362e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -13783387.000000 Penalty: 5564.888672
	Iteration 84Q: 3 clusters Score -1.378339e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 63325 members 
Entering Unmasked Estep 
Score: -13783300.000000 Penalty: 5564.888672
	Iteration 85Q: 3 clusters Score -1.37833e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 64478 members 
Entering Unmasked Estep 
Score: -13783081.000000 Penalty: 5564.888672
	Iteration 86Q: 3 clusters Score -1.378308e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -13782800.000000 Penalty: 5564.888672
	Iteration 87Q: 3 clusters Score -1.37828e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 66460 members 
Entering Unmasked Estep 
Score: -13782649.000000 Penalty: 5564.888672
	Iteration 88Q: 3 clusters Score -1.378265e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -13782485.000000 Penalty: 5564.888672
	Iteration 89Q: 3 clusters Score -1.378248e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -13782275.000000 Penalty: 5564.888672
	Iteration 90Q: 3 clusters Score -1.378228e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -13782150.000000 Penalty: 5564.888672
	Iteration 91Q: 3 clusters Score -1.378215e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 69035 members 
Entering Unmasked Estep 
Score: -13782126.000000 Penalty: 5564.888672
	Iteration 92Q: 3 clusters Score -1.378213e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 69467 members 
Entering Unmasked Estep 
Score: -13782024.000000 Penalty: 5564.888672
	Iteration 93Q: 3 clusters Score -1.378202e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -13781996.000000 Penalty: 5564.888672
	Iteration 94Q: 3 clusters Score -1.3782e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 70076 members 
Entering Unmasked Estep 
Score: -13782015.000000 Penalty: 5564.888672
	Iteration 95Q: 3 clusters Score -1.378202e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 70297 members 
Entering Unmasked Estep 
Score: -13781981.000000 Penalty: 5564.888672
	Iteration 96Q: 3 clusters Score -1.378198e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 70479 members 
Entering Unmasked Estep 
Score: -13781957.000000 Penalty: 5564.888672
	Iteration 97Q: 3 clusters Score -1.378196e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 70639 members 
Entering Unmasked Estep 
Score: -13781974.000000 Penalty: 5564.888672
	Iteration 98Q: 3 clusters Score -1.378197e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 70756 members 
Entering Unmasked Estep 
Score: -13781942.000000 Penalty: 5564.888672
	Iteration 99Q: 3 clusters Score -1.378194e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -13782075.000000 Penalty: 5564.888672
	Iteration 100F: 3 clusters Score -1.378208e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -13781939.000000 Penalty: 5564.888672
	Iteration 101Q: 3 clusters Score -1.378194e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -13781771.000000 Penalty: 5564.888672
	Iteration 102Q: 3 clusters Score -1.378177e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 71787 members 
Entering Unmasked Estep 
Score: -13781645.000000 Penalty: 5564.888672
	Iteration 103Q: 3 clusters Score -1.378164e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 72001 members 
Entering Unmasked Estep 
Score: -13781602.000000 Penalty: 5564.888672
	Iteration 104Q: 3 clusters Score -1.37816e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 72175 members 
Entering Unmasked Estep 
Score: -13781484.000000 Penalty: 5564.888672
	Iteration 105Q: 3 clusters Score -1.378148e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -13781415.000000 Penalty: 5564.888672
	Iteration 106Q: 3 clusters Score -1.378142e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -13781309.000000 Penalty: 5564.888672
	Iteration 107Q: 3 clusters Score -1.378131e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -13781229.000000 Penalty: 5564.888672
	Iteration 108Q: 3 clusters Score -1.378123e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 72677 members 
Entering Unmasked Estep 
Score: -13781184.000000 Penalty: 5564.888672
	Iteration 109Q: 3 clusters Score -1.378118e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 72786 members 
Entering Unmasked Estep 
Score: -13781153.000000 Penalty: 5564.888672
	Iteration 110Q: 3 clusters Score -1.378115e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -13781101.000000 Penalty: 5564.888672
	Iteration 111Q: 3 clusters Score -1.37811e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 72985 members 
Entering Unmasked Estep 
Score: -13781075.000000 Penalty: 5564.888672
	Iteration 112Q: 3 clusters Score -1.378108e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -13781022.000000 Penalty: 5564.888672
	Iteration 113Q: 3 clusters Score -1.378102e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 73141 members 
Entering Unmasked Estep 
Score: -13780989.000000 Penalty: 5564.888672
	Iteration 114Q: 3 clusters Score -1.378099e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -13780929.000000 Penalty: 5564.888672
	Iteration 115Q: 3 clusters Score -1.378093e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 73251 members 
Entering Unmasked Estep 
Score: -13780890.000000 Penalty: 5564.888672
	Iteration 116Q: 3 clusters Score -1.378089e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -13780868.000000 Penalty: 5564.888672
	Iteration 117Q: 3 clusters Score -1.378087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -13780877.000000 Penalty: 5564.888672
	Iteration 118Q: 3 clusters Score -1.378088e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 73366 members 
Entering Unmasked Estep 
Score: -13780842.000000 Penalty: 5564.888672
	Iteration 119Q: 3 clusters Score -1.378084e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -13780869.000000 Penalty: 5564.888672
	Iteration 120F: 3 clusters Score -1.378087e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 73437 members 
Entering Unmasked Estep 
Score: -13780851.000000 Penalty: 5564.888672
	Iteration 121Q: 3 clusters Score -1.378085e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 73463 members 
Entering Unmasked Estep 
Score: -13780833.000000 Penalty: 5564.888672
	Iteration 122Q: 3 clusters Score -1.378083e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 73485 members 
Entering Unmasked Estep 
Score: -13780835.000000 Penalty: 5564.888672
	Iteration 123Q: 3 clusters Score -1.378084e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 73502 members 
Entering Unmasked Estep 
Score: -13780822.000000 Penalty: 5564.888672
	Iteration 124Q: 3 clusters Score -1.378082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -13780818.000000 Penalty: 5564.888672
	Iteration 125Q: 3 clusters Score -1.378082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 73527 members 
Entering Unmasked Estep 
Score: -13780826.000000 Penalty: 5564.888672
	Iteration 126Q: 3 clusters Score -1.378083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -13780814.000000 Penalty: 5564.888672
	Iteration 127Q: 3 clusters Score -1.378081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 73553 members 
Entering Unmasked Estep 
Score: -13780809.000000 Penalty: 5564.888672
	Iteration 128Q: 3 clusters Score -1.378081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -13780810.000000 Penalty: 5564.888672
	Iteration 129Q: 3 clusters Score -1.378081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -13780808.000000 Penalty: 5564.888672
	Iteration 130Q: 3 clusters Score -1.378081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 73576 members 
Entering Unmasked Estep 
Score: -13780809.000000 Penalty: 5564.888672
	Iteration 131Q: 3 clusters Score -1.378081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -13780809.000000 Penalty: 5564.888672
	Iteration 132Q: 3 clusters Score -1.378081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -13780808.000000 Penalty: 5564.888672
	Iteration 133Q: 3 clusters Score -1.378081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -13780802.000000 Penalty: 5564.888672
	Iteration 134Q: 3 clusters Score -1.37808e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 73582 members 
Entering Unmasked Estep 
Score: -13780802.000000 Penalty: 5564.888672
	Iteration 135F: 3 clusters Score -1.37808e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (77607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77607 members 
Entering Unmasked Estep 
Score: -14450994.000000 Penalty: 2792.334473
	Iteration 0F: 2 clusters Score -1.445099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -14427584.000000 Penalty: 5584.668945
	Iteration 0F: 3 clusters Score -1.442758e+07 nChanged 36421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -14448486.000000 Penalty: 5584.668945
	Iteration 1F: 3 clusters Score -1.444849e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -14450249.000000 Penalty: 5584.668945
	Iteration 2Q: 3 clusters Score -1.445025e+07 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -14452720.000000 Penalty: 5584.668945
	Iteration 3F: 3 clusters Score -1.445272e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -14455001.000000 Penalty: 5584.668945
	Iteration 4F: 3 clusters Score -1.4455e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -14456626.000000 Penalty: 5584.668945
	Iteration 5F: 3 clusters Score -1.445663e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51908 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -14458022.000000 Penalty: 5584.668945
	Iteration 6F: 3 clusters Score -1.445802e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -14459058.000000 Penalty: 5584.668945
	Iteration 7F: 3 clusters Score -1.445906e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56103 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -14460267.000000 Penalty: 5584.668945
	Iteration 8Q: 3 clusters Score -1.446027e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -14460972.000000 Penalty: 5584.668945
	Iteration 9Q: 3 clusters Score -1.446097e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56705 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -14461283.000000 Penalty: 5584.668945
	Iteration 10Q: 3 clusters Score -1.446128e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56403 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -14461438.000000 Penalty: 5584.668945
	Iteration 11Q: 3 clusters Score -1.446144e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -14461639.000000 Penalty: 5584.668945
	Iteration 12Q: 3 clusters Score -1.446164e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -14461832.000000 Penalty: 5584.668945
	Iteration 13Q: 3 clusters Score -1.446183e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -14462043.000000 Penalty: 5584.668945
	Iteration 14Q: 3 clusters Score -1.446204e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -14462246.000000 Penalty: 5584.668945
	Iteration 15Q: 3 clusters Score -1.446225e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53805 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -14462521.000000 Penalty: 5584.668945
	Iteration 16Q: 3 clusters Score -1.446252e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -14462824.000000 Penalty: 5584.668945
	Iteration 17Q: 3 clusters Score -1.446282e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -14463109.000000 Penalty: 5584.668945
	Iteration 18Q: 3 clusters Score -1.446311e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -14463281.000000 Penalty: 5584.668945
	Iteration 19Q: 3 clusters Score -1.446328e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -14463528.000000 Penalty: 5584.668945
	Iteration 20F: 3 clusters Score -1.446353e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -14463862.000000 Penalty: 5584.668945
	Iteration 21Q: 3 clusters Score -1.446386e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -14464187.000000 Penalty: 5584.668945
	Iteration 22Q: 3 clusters Score -1.446419e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48786 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -14464349.000000 Penalty: 5584.668945
	Iteration 23Q: 3 clusters Score -1.446435e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -14464532.000000 Penalty: 5584.668945
	Iteration 24Q: 3 clusters Score -1.446453e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -14464707.000000 Penalty: 5584.668945
	Iteration 25Q: 3 clusters Score -1.446471e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -14464850.000000 Penalty: 5584.668945
	Iteration 26Q: 3 clusters Score -1.446485e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -14464898.000000 Penalty: 5584.668945
	Iteration 27Q: 3 clusters Score -1.44649e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -14464971.000000 Penalty: 5584.668945
	Iteration 28Q: 3 clusters Score -1.446497e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
Score: -14465046.000000 Penalty: 5584.668945
	Iteration 29Q: 3 clusters Score -1.446505e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -14465207.000000 Penalty: 5584.668945
	Iteration 30Q: 3 clusters Score -1.446521e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -14465313.000000 Penalty: 5584.668945
	Iteration 31Q: 3 clusters Score -1.446531e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -14465364.000000 Penalty: 5584.668945
	Iteration 32Q: 3 clusters Score -1.446536e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -14465447.000000 Penalty: 5584.668945
	Iteration 33Q: 3 clusters Score -1.446545e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -14465461.000000 Penalty: 5584.668945
	Iteration 34Q: 3 clusters Score -1.446546e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -14465529.000000 Penalty: 5584.668945
	Iteration 35Q: 3 clusters Score -1.446553e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -14465530.000000 Penalty: 5584.668945
	Iteration 36Q: 3 clusters Score -1.446553e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 34503 members 
Entering Unmasked Estep 
Score: -14465577.000000 Penalty: 5584.668945
	Iteration 37Q: 3 clusters Score -1.446558e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -14465591.000000 Penalty: 5584.668945
	Iteration 38Q: 3 clusters Score -1.446559e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -14465647.000000 Penalty: 5584.668945
	Iteration 39Q: 3 clusters Score -1.446565e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -14465686.000000 Penalty: 5584.668945
	Iteration 40F: 3 clusters Score -1.446569e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -14465660.000000 Penalty: 5584.668945
	Iteration 41Q: 3 clusters Score -1.446566e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -14465703.000000 Penalty: 5584.668945
	Iteration 42Q: 3 clusters Score -1.44657e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -14465718.000000 Penalty: 5584.668945
	Iteration 43Q: 3 clusters Score -1.446572e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -14465737.000000 Penalty: 5584.668945
	Iteration 44Q: 3 clusters Score -1.446574e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -14465733.000000 Penalty: 5584.668945
	Iteration 45Q: 3 clusters Score -1.446573e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -14465712.000000 Penalty: 5584.668945
	Iteration 46Q: 3 clusters Score -1.446571e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -14465742.000000 Penalty: 5584.668945
	Iteration 47Q: 3 clusters Score -1.446574e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -14465761.000000 Penalty: 5584.668945
	Iteration 48Q: 3 clusters Score -1.446576e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 35547 members 
Entering Unmasked Estep 
Score: -14465740.000000 Penalty: 5584.668945
	Iteration 49Q: 3 clusters Score -1.446574e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -14465738.000000 Penalty: 5584.668945
	Iteration 50Q: 3 clusters Score -1.446574e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -14465733.000000 Penalty: 5584.668945
	Iteration 51Q: 3 clusters Score -1.446573e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -14465783.000000 Penalty: 5584.668945
	Iteration 52Q: 3 clusters Score -1.446578e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41877 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -14465806.000000 Penalty: 5584.668945
	Iteration 53Q: 3 clusters Score -1.446581e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -14465798.000000 Penalty: 5584.668945
	Iteration 54Q: 3 clusters Score -1.44658e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -14465821.000000 Penalty: 5584.668945
	Iteration 55Q: 3 clusters Score -1.446582e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -14465816.000000 Penalty: 5584.668945
	Iteration 56Q: 3 clusters Score -1.446582e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -14465769.000000 Penalty: 5584.668945
	Iteration 57Q: 3 clusters Score -1.446577e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -14465799.000000 Penalty: 5584.668945
	Iteration 58Q: 3 clusters Score -1.44658e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -14465783.000000 Penalty: 5584.668945
	Iteration 59Q: 3 clusters Score -1.446578e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -14465827.000000 Penalty: 5584.668945
	Iteration 60F: 3 clusters Score -1.446583e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -14465839.000000 Penalty: 5584.668945
	Iteration 61Q: 3 clusters Score -1.446584e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -14465828.000000 Penalty: 5584.668945
	Iteration 62Q: 3 clusters Score -1.446583e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -14465844.000000 Penalty: 5584.668945
	Iteration 63Q: 3 clusters Score -1.446584e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -14465852.000000 Penalty: 5584.668945
	Iteration 64Q: 3 clusters Score -1.446585e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -14465841.000000 Penalty: 5584.668945
	Iteration 65Q: 3 clusters Score -1.446584e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -14465850.000000 Penalty: 5584.668945
	Iteration 66Q: 3 clusters Score -1.446585e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -14465890.000000 Penalty: 5584.668945
	Iteration 67Q: 3 clusters Score -1.446589e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -14465906.000000 Penalty: 5584.668945
	Iteration 68Q: 3 clusters Score -1.446591e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -14465931.000000 Penalty: 5584.668945
	Iteration 69Q: 3 clusters Score -1.446593e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 35940 members 
Entering Unmasked Estep 
Score: -14465900.000000 Penalty: 5584.668945
	Iteration 70Q: 3 clusters Score -1.44659e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -14465934.000000 Penalty: 5584.668945
	Iteration 71Q: 3 clusters Score -1.446593e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -14465915.000000 Penalty: 5584.668945
	Iteration 72Q: 3 clusters Score -1.446592e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -14465912.000000 Penalty: 5584.668945
	Iteration 73Q: 3 clusters Score -1.446591e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -14465918.000000 Penalty: 5584.668945
	Iteration 74Q: 3 clusters Score -1.446592e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -14465930.000000 Penalty: 5584.668945
	Iteration 75Q: 3 clusters Score -1.446593e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -14465937.000000 Penalty: 5584.668945
	Iteration 76Q: 3 clusters Score -1.446594e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -14465919.000000 Penalty: 5584.668945
	Iteration 77Q: 3 clusters Score -1.446592e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -14465922.000000 Penalty: 5584.668945
	Iteration 78Q: 3 clusters Score -1.446592e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -14465904.000000 Penalty: 5584.668945
	Iteration 79Q: 3 clusters Score -1.44659e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -14465919.000000 Penalty: 5584.668945
	Iteration 80F: 3 clusters Score -1.446592e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -14465910.000000 Penalty: 5584.668945
	Iteration 81Q: 3 clusters Score -1.446591e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -14465901.000000 Penalty: 5584.668945
	Iteration 82Q: 3 clusters Score -1.44659e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 35937 members 
Entering Unmasked Estep 
Score: -14465897.000000 Penalty: 5584.668945
	Iteration 83Q: 3 clusters Score -1.44659e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -14465907.000000 Penalty: 5584.668945
	Iteration 84Q: 3 clusters Score -1.446591e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -14465952.000000 Penalty: 5584.668945
	Iteration 85Q: 3 clusters Score -1.446595e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -14465950.000000 Penalty: 5584.668945
	Iteration 86Q: 3 clusters Score -1.446595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14465947.000000 Penalty: 5584.668945
	Iteration 87Q: 3 clusters Score -1.446595e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -14465985.000000 Penalty: 5584.668945
	Iteration 88Q: 3 clusters Score -1.446598e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -14465992.000000 Penalty: 5584.668945
	Iteration 89Q: 3 clusters Score -1.446599e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -14466015.000000 Penalty: 5584.668945
	Iteration 90Q: 3 clusters Score -1.446602e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -14466026.000000 Penalty: 5584.668945
	Iteration 91Q: 3 clusters Score -1.446603e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -14466029.000000 Penalty: 5584.668945
	Iteration 92Q: 3 clusters Score -1.446603e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -14466037.000000 Penalty: 5584.668945
	Iteration 93Q: 3 clusters Score -1.446604e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -14466063.000000 Penalty: 5584.668945
	Iteration 94Q: 3 clusters Score -1.446606e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -14466072.000000 Penalty: 5584.668945
	Iteration 95Q: 3 clusters Score -1.446607e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -14466079.000000 Penalty: 5584.668945
	Iteration 96Q: 3 clusters Score -1.446608e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -14466073.000000 Penalty: 5584.668945
	Iteration 97Q: 3 clusters Score -1.446607e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -14466086.000000 Penalty: 5584.668945
	Iteration 98Q: 3 clusters Score -1.446609e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -14466103.000000 Penalty: 5584.668945
	Iteration 99Q: 3 clusters Score -1.44661e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -14466117.000000 Penalty: 5584.668945
	Iteration 100F: 3 clusters Score -1.446612e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -14466119.000000 Penalty: 5584.668945
	Iteration 101Q: 3 clusters Score -1.446612e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -14466132.000000 Penalty: 5584.668945
	Iteration 102Q: 3 clusters Score -1.446613e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -14466140.000000 Penalty: 5584.668945
	Iteration 103Q: 3 clusters Score -1.446614e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -14466140.000000 Penalty: 5584.668945
	Iteration 104Q: 3 clusters Score -1.446614e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -14466124.000000 Penalty: 5584.668945
	Iteration 105Q: 3 clusters Score -1.446612e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -14466148.000000 Penalty: 5584.668945
	Iteration 106Q: 3 clusters Score -1.446615e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -14466156.000000 Penalty: 5584.668945
	Iteration 107Q: 3 clusters Score -1.446616e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -14466154.000000 Penalty: 5584.668945
	Iteration 108Q: 3 clusters Score -1.446615e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -14466145.000000 Penalty: 5584.668945
	Iteration 109Q: 3 clusters Score -1.446614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -14466126.000000 Penalty: 5584.668945
	Iteration 110Q: 3 clusters Score -1.446613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -14466134.000000 Penalty: 5584.668945
	Iteration 111Q: 3 clusters Score -1.446613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -14466118.000000 Penalty: 5584.668945
	Iteration 112Q: 3 clusters Score -1.446612e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -14466127.000000 Penalty: 5584.668945
	Iteration 113Q: 3 clusters Score -1.446613e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -14466110.000000 Penalty: 5584.668945
	Iteration 114Q: 3 clusters Score -1.446611e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -14466113.000000 Penalty: 5584.668945
	Iteration 115Q: 3 clusters Score -1.446611e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -14466120.000000 Penalty: 5584.668945
	Iteration 116Q: 3 clusters Score -1.446612e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -14466124.000000 Penalty: 5584.668945
	Iteration 117Q: 3 clusters Score -1.446612e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -14466108.000000 Penalty: 5584.668945
	Iteration 118Q: 3 clusters Score -1.446611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -14466114.000000 Penalty: 5584.668945
	Iteration 119Q: 3 clusters Score -1.446611e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -14466121.000000 Penalty: 5584.668945
	Iteration 120F: 3 clusters Score -1.446612e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -14466104.000000 Penalty: 5584.668945
	Iteration 121Q: 3 clusters Score -1.44661e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -14466118.000000 Penalty: 5584.668945
	Iteration 122Q: 3 clusters Score -1.446612e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -14466126.000000 Penalty: 5584.668945
	Iteration 123Q: 3 clusters Score -1.446613e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -14466110.000000 Penalty: 5584.668945
	Iteration 124Q: 3 clusters Score -1.446611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -14466113.000000 Penalty: 5584.668945
	Iteration 125Q: 3 clusters Score -1.446611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -14466108.000000 Penalty: 5584.668945
	Iteration 126Q: 3 clusters Score -1.446611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -14466102.000000 Penalty: 5584.668945
	Iteration 127Q: 3 clusters Score -1.44661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -14466131.000000 Penalty: 5584.668945
	Iteration 128Q: 3 clusters Score -1.446613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -14466137.000000 Penalty: 5584.668945
	Iteration 129Q: 3 clusters Score -1.446614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 36327 members 
Entering Unmasked Estep 
Score: -14466140.000000 Penalty: 5584.668945
	Iteration 130Q: 3 clusters Score -1.446614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -14466151.000000 Penalty: 5584.668945
	Iteration 131Q: 3 clusters Score -1.446615e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -14466155.000000 Penalty: 5584.668945
	Iteration 132Q: 3 clusters Score -1.446616e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -14466161.000000 Penalty: 5584.668945
	Iteration 133Q: 3 clusters Score -1.446616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -14466162.000000 Penalty: 5584.668945
	Iteration 134Q: 3 clusters Score -1.446616e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -14466159.000000 Penalty: 5584.668945
	Iteration 135Q: 3 clusters Score -1.446616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 36430 members 
Entering Unmasked Estep 
Score: -14466154.000000 Penalty: 5584.668945
	Iteration 136Q: 3 clusters Score -1.446615e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -14466176.000000 Penalty: 5584.668945
	Iteration 137Q: 3 clusters Score -1.446618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -14466193.000000 Penalty: 5584.668945
	Iteration 138Q: 3 clusters Score -1.446619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -14466189.000000 Penalty: 5584.668945
	Iteration 139Q: 3 clusters Score -1.446619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
Score: -14466197.000000 Penalty: 5584.668945
	Iteration 140F: 3 clusters Score -1.44662e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 36552 members 
Entering Unmasked Estep 
Score: -14466184.000000 Penalty: 5584.668945
	Iteration 141Q: 3 clusters Score -1.446618e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -14466186.000000 Penalty: 5584.668945
	Iteration 142Q: 3 clusters Score -1.446619e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 36625 members 
Entering Unmasked Estep 
Score: -14466168.000000 Penalty: 5584.668945
	Iteration 143Q: 3 clusters Score -1.446617e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -14466180.000000 Penalty: 5584.668945
	Iteration 144Q: 3 clusters Score -1.446618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -14466190.000000 Penalty: 5584.668945
	Iteration 145Q: 3 clusters Score -1.446619e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -14466194.000000 Penalty: 5584.668945
	Iteration 146Q: 3 clusters Score -1.446619e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -14466209.000000 Penalty: 5584.668945
	Iteration 147Q: 3 clusters Score -1.446621e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -14466198.000000 Penalty: 5584.668945
	Iteration 148Q: 3 clusters Score -1.44662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40776 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -14466209.000000 Penalty: 5584.668945
	Iteration 149Q: 3 clusters Score -1.446621e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -14466197.000000 Penalty: 5584.668945
	Iteration 150Q: 3 clusters Score -1.44662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 36911 members 
Entering Unmasked Estep 
Score: -14466188.000000 Penalty: 5584.668945
	Iteration 151Q: 3 clusters Score -1.446619e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -14466186.000000 Penalty: 5584.668945
	Iteration 152Q: 3 clusters Score -1.446619e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -14466208.000000 Penalty: 5584.668945
	Iteration 153Q: 3 clusters Score -1.446621e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -14466206.000000 Penalty: 5584.668945
	Iteration 154Q: 3 clusters Score -1.446621e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -14466202.000000 Penalty: 5584.668945
	Iteration 155Q: 3 clusters Score -1.44662e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -14466195.000000 Penalty: 5584.668945
	Iteration 156Q: 3 clusters Score -1.44662e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -14466193.000000 Penalty: 5584.668945
	Iteration 157Q: 3 clusters Score -1.446619e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -14466193.000000 Penalty: 5584.668945
	Iteration 158Q: 3 clusters Score -1.446619e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -14466173.000000 Penalty: 5584.668945
	Iteration 159Q: 3 clusters Score -1.446617e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -14466176.000000 Penalty: 5584.668945
	Iteration 160F: 3 clusters Score -1.446618e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -14466184.000000 Penalty: 5584.668945
	Iteration 161Q: 3 clusters Score -1.446618e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -14466227.000000 Penalty: 5584.668945
	Iteration 162Q: 3 clusters Score -1.446623e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 37381 members 
Entering Unmasked Estep 
Score: -14466230.000000 Penalty: 5584.668945
	Iteration 163Q: 3 clusters Score -1.446623e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -14466223.000000 Penalty: 5584.668945
	Iteration 164Q: 3 clusters Score -1.446622e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -14466234.000000 Penalty: 5584.668945
	Iteration 165Q: 3 clusters Score -1.446623e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -14466236.000000 Penalty: 5584.668945
	Iteration 166Q: 3 clusters Score -1.446624e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40060 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -14466236.000000 Penalty: 5584.668945
	Iteration 167Q: 3 clusters Score -1.446624e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -14466242.000000 Penalty: 5584.668945
	Iteration 168Q: 3 clusters Score -1.446624e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -14466243.000000 Penalty: 5584.668945
	Iteration 169Q: 3 clusters Score -1.446624e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 37730 members 
Entering Unmasked Estep 
Score: -14466237.000000 Penalty: 5584.668945
	Iteration 170Q: 3 clusters Score -1.446624e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -14466219.000000 Penalty: 5584.668945
	Iteration 171Q: 3 clusters Score -1.446622e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -14466214.000000 Penalty: 5584.668945
	Iteration 172Q: 3 clusters Score -1.446621e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -14466197.000000 Penalty: 5584.668945
	Iteration 173Q: 3 clusters Score -1.44662e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 37993 members 
Entering Unmasked Estep 
Score: -14466224.000000 Penalty: 5584.668945
	Iteration 174Q: 3 clusters Score -1.446622e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -14466231.000000 Penalty: 5584.668945
	Iteration 175Q: 3 clusters Score -1.446623e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -14466251.000000 Penalty: 5584.668945
	Iteration 176Q: 3 clusters Score -1.446625e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -14466213.000000 Penalty: 5584.668945
	Iteration 177Q: 3 clusters Score -1.446621e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 38300 members 
Entering Unmasked Estep 
Score: -14466236.000000 Penalty: 5584.668945
	Iteration 178Q: 3 clusters Score -1.446624e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -14466250.000000 Penalty: 5584.668945
	Iteration 179Q: 3 clusters Score -1.446625e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -14466274.000000 Penalty: 5584.668945
	Iteration 180F: 3 clusters Score -1.446627e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -14466272.000000 Penalty: 5584.668945
	Iteration 181Q: 3 clusters Score -1.446627e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -14466241.000000 Penalty: 5584.668945
	Iteration 182Q: 3 clusters Score -1.446624e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -14466220.000000 Penalty: 5584.668945
	Iteration 183Q: 3 clusters Score -1.446622e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -14466188.000000 Penalty: 5584.668945
	Iteration 184Q: 3 clusters Score -1.446619e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -14466199.000000 Penalty: 5584.668945
	Iteration 185Q: 3 clusters Score -1.44662e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -14466214.000000 Penalty: 5584.668945
	Iteration 186Q: 3 clusters Score -1.446621e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -14466211.000000 Penalty: 5584.668945
	Iteration 187Q: 3 clusters Score -1.446621e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -14466289.000000 Penalty: 5584.668945
	Iteration 188Q: 3 clusters Score -1.446629e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -14466272.000000 Penalty: 5584.668945
	Iteration 189Q: 3 clusters Score -1.446627e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -14466247.000000 Penalty: 5584.668945
	Iteration 190Q: 3 clusters Score -1.446625e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -14466333.000000 Penalty: 5584.668945
	Iteration 191Q: 3 clusters Score -1.446633e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -14466349.000000 Penalty: 5584.668945
	Iteration 192Q: 3 clusters Score -1.446635e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -14466349.000000 Penalty: 5584.668945
	Iteration 193Q: 3 clusters Score -1.446635e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 40384 members 
Entering Unmasked Estep 
Score: -14466339.000000 Penalty: 5584.668945
	Iteration 194Q: 3 clusters Score -1.446634e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -14466337.000000 Penalty: 5584.668945
	Iteration 195Q: 3 clusters Score -1.446634e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -14466339.000000 Penalty: 5584.668945
	Iteration 196Q: 3 clusters Score -1.446634e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -14466351.000000 Penalty: 5584.668945
	Iteration 197Q: 3 clusters Score -1.446635e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -14466333.000000 Penalty: 5584.668945
	Iteration 198Q: 3 clusters Score -1.446633e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -14466336.000000 Penalty: 5584.668945
	Iteration 199Q: 3 clusters Score -1.446634e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -14466329.000000 Penalty: 5584.668945
	Iteration 200F: 3 clusters Score -1.446633e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -14466358.000000 Penalty: 5584.668945
	Iteration 201Q: 3 clusters Score -1.446636e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -14466309.000000 Penalty: 5584.668945
	Iteration 202Q: 3 clusters Score -1.446631e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -14466279.000000 Penalty: 5584.668945
	Iteration 203Q: 3 clusters Score -1.446628e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -14466262.000000 Penalty: 5584.668945
	Iteration 204Q: 3 clusters Score -1.446626e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 41403 members 
Entering Unmasked Estep 
Score: -14466283.000000 Penalty: 5584.668945
	Iteration 205Q: 3 clusters Score -1.446628e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -14466287.000000 Penalty: 5584.668945
	Iteration 206Q: 3 clusters Score -1.446629e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 41481 members 
Entering Unmasked Estep 
Score: -14466274.000000 Penalty: 5584.668945
	Iteration 207Q: 3 clusters Score -1.446627e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -14466268.000000 Penalty: 5584.668945
	Iteration 208Q: 3 clusters Score -1.446627e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -14466341.000000 Penalty: 5584.668945
	Iteration 209Q: 3 clusters Score -1.446634e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -14466374.000000 Penalty: 5584.668945
	Iteration 210Q: 3 clusters Score -1.446637e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 41411 members 
Entering Unmasked Estep 
Score: -14466397.000000 Penalty: 5584.668945
	Iteration 211Q: 3 clusters Score -1.44664e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -14466434.000000 Penalty: 5584.668945
	Iteration 212Q: 3 clusters Score -1.446643e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -14466442.000000 Penalty: 5584.668945
	Iteration 213Q: 3 clusters Score -1.446644e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -14466525.000000 Penalty: 5584.668945
	Iteration 214Q: 3 clusters Score -1.446652e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -14466513.000000 Penalty: 5584.668945
	Iteration 215Q: 3 clusters Score -1.446651e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -14466548.000000 Penalty: 5584.668945
	Iteration 216Q: 3 clusters Score -1.446655e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -14466577.000000 Penalty: 5584.668945
	Iteration 217Q: 3 clusters Score -1.446658e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -14466569.000000 Penalty: 5584.668945
	Iteration 218Q: 3 clusters Score -1.446657e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -14466647.000000 Penalty: 5584.668945
	Iteration 219Q: 3 clusters Score -1.446665e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -14466730.000000 Penalty: 5584.668945
	Iteration 220F: 3 clusters Score -1.446673e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -14466760.000000 Penalty: 5584.668945
	Iteration 221Q: 3 clusters Score -1.446676e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -14466856.000000 Penalty: 5584.668945
	Iteration 222Q: 3 clusters Score -1.446686e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -14466957.000000 Penalty: 5584.668945
	Iteration 223Q: 3 clusters Score -1.446696e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41279 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -14466984.000000 Penalty: 5584.668945
	Iteration 224Q: 3 clusters Score -1.446698e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -14466958.000000 Penalty: 5584.668945
	Iteration 225Q: 3 clusters Score -1.446696e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -14467006.000000 Penalty: 5584.668945
	Iteration 226Q: 3 clusters Score -1.446701e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -14466956.000000 Penalty: 5584.668945
	Iteration 227Q: 3 clusters Score -1.446696e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -14466836.000000 Penalty: 5584.668945
	Iteration 228Q: 3 clusters Score -1.446684e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -14466746.000000 Penalty: 5584.668945
	Iteration 229Q: 3 clusters Score -1.446675e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -14466633.000000 Penalty: 5584.668945
	Iteration 230Q: 3 clusters Score -1.446663e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -14466550.000000 Penalty: 5584.668945
	Iteration 231Q: 3 clusters Score -1.446655e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 32448 members 
Entering Unmasked Estep 
Score: -14466463.000000 Penalty: 5584.668945
	Iteration 232Q: 3 clusters Score -1.446646e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -14466404.000000 Penalty: 5584.668945
	Iteration 233Q: 3 clusters Score -1.44664e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -14466316.000000 Penalty: 5584.668945
	Iteration 234Q: 3 clusters Score -1.446632e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -14466259.000000 Penalty: 5584.668945
	Iteration 235Q: 3 clusters Score -1.446626e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -14466218.000000 Penalty: 5584.668945
	Iteration 236Q: 3 clusters Score -1.446622e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -14466177.000000 Penalty: 5584.668945
	Iteration 237Q: 3 clusters Score -1.446618e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -14466238.000000 Penalty: 5584.668945
	Iteration 238Q: 3 clusters Score -1.446624e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -14466270.000000 Penalty: 5584.668945
	Iteration 239Q: 3 clusters Score -1.446627e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -14466283.000000 Penalty: 5584.668945
	Iteration 240F: 3 clusters Score -1.446628e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -14466304.000000 Penalty: 5584.668945
	Iteration 241Q: 3 clusters Score -1.44663e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -14466286.000000 Penalty: 5584.668945
	Iteration 242Q: 3 clusters Score -1.446629e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 33723 members 
Entering Unmasked Estep 
Score: -14466288.000000 Penalty: 5584.668945
	Iteration 243Q: 3 clusters Score -1.446629e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -14466334.000000 Penalty: 5584.668945
	Iteration 244Q: 3 clusters Score -1.446633e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -14466302.000000 Penalty: 5584.668945
	Iteration 245Q: 3 clusters Score -1.44663e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -14466292.000000 Penalty: 5584.668945
	Iteration 246Q: 3 clusters Score -1.446629e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -14466287.000000 Penalty: 5584.668945
	Iteration 247Q: 3 clusters Score -1.446629e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -14466275.000000 Penalty: 5584.668945
	Iteration 248Q: 3 clusters Score -1.446628e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -14466266.000000 Penalty: 5584.668945
	Iteration 249Q: 3 clusters Score -1.446627e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -14466265.000000 Penalty: 5584.668945
	Iteration 250Q: 3 clusters Score -1.446626e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -14466248.000000 Penalty: 5584.668945
	Iteration 251Q: 3 clusters Score -1.446625e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -14466224.000000 Penalty: 5584.668945
	Iteration 252Q: 3 clusters Score -1.446622e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -14466284.000000 Penalty: 5584.668945
	Iteration 253Q: 3 clusters Score -1.446628e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -14466295.000000 Penalty: 5584.668945
	Iteration 254Q: 3 clusters Score -1.44663e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -14466301.000000 Penalty: 5584.668945
	Iteration 255Q: 3 clusters Score -1.44663e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -14466323.000000 Penalty: 5584.668945
	Iteration 256Q: 3 clusters Score -1.446632e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -14466303.000000 Penalty: 5584.668945
	Iteration 257Q: 3 clusters Score -1.44663e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -14466336.000000 Penalty: 5584.668945
	Iteration 258Q: 3 clusters Score -1.446634e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -14466341.000000 Penalty: 5584.668945
	Iteration 259Q: 3 clusters Score -1.446634e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -14466362.000000 Penalty: 5584.668945
	Iteration 260F: 3 clusters Score -1.446636e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -14466369.000000 Penalty: 5584.668945
	Iteration 261Q: 3 clusters Score -1.446637e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -14466367.000000 Penalty: 5584.668945
	Iteration 262Q: 3 clusters Score -1.446637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -14466355.000000 Penalty: 5584.668945
	Iteration 263Q: 3 clusters Score -1.446636e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -14466351.000000 Penalty: 5584.668945
	Iteration 264Q: 3 clusters Score -1.446635e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -14466388.000000 Penalty: 5584.668945
	Iteration 265Q: 3 clusters Score -1.446639e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -14466365.000000 Penalty: 5584.668945
	Iteration 266Q: 3 clusters Score -1.446636e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -14466369.000000 Penalty: 5584.668945
	Iteration 267Q: 3 clusters Score -1.446637e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -14466397.000000 Penalty: 5584.668945
	Iteration 268Q: 3 clusters Score -1.44664e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -14466388.000000 Penalty: 5584.668945
	Iteration 269Q: 3 clusters Score -1.446639e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -14466405.000000 Penalty: 5584.668945
	Iteration 270Q: 3 clusters Score -1.44664e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -14466423.000000 Penalty: 5584.668945
	Iteration 271Q: 3 clusters Score -1.446642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -14466450.000000 Penalty: 5584.668945
	Iteration 272Q: 3 clusters Score -1.446645e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -14466424.000000 Penalty: 5584.668945
	Iteration 273Q: 3 clusters Score -1.446642e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -14466429.000000 Penalty: 5584.668945
	Iteration 274Q: 3 clusters Score -1.446643e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -14466436.000000 Penalty: 5584.668945
	Iteration 275Q: 3 clusters Score -1.446644e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -14466429.000000 Penalty: 5584.668945
	Iteration 276Q: 3 clusters Score -1.446643e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -14466453.000000 Penalty: 5584.668945
	Iteration 277Q: 3 clusters Score -1.446645e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -14466452.000000 Penalty: 5584.668945
	Iteration 278Q: 3 clusters Score -1.446645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -14466450.000000 Penalty: 5584.668945
	Iteration 279Q: 3 clusters Score -1.446645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 35804 members 
Entering Unmasked Estep 
Score: -14466438.000000 Penalty: 5584.668945
	Iteration 280F: 3 clusters Score -1.446644e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -14466443.000000 Penalty: 5584.668945
	Iteration 281Q: 3 clusters Score -1.446644e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -14466457.000000 Penalty: 5584.668945
	Iteration 282Q: 3 clusters Score -1.446646e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -14466429.000000 Penalty: 5584.668945
	Iteration 283Q: 3 clusters Score -1.446643e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -14466450.000000 Penalty: 5584.668945
	Iteration 284Q: 3 clusters Score -1.446645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -14466446.000000 Penalty: 5584.668945
	Iteration 285Q: 3 clusters Score -1.446645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -14466457.000000 Penalty: 5584.668945
	Iteration 286Q: 3 clusters Score -1.446646e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -14466479.000000 Penalty: 5584.668945
	Iteration 287Q: 3 clusters Score -1.446648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -14466467.000000 Penalty: 5584.668945
	Iteration 288Q: 3 clusters Score -1.446647e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -14466501.000000 Penalty: 5584.668945
	Iteration 289Q: 3 clusters Score -1.44665e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -14466487.000000 Penalty: 5584.668945
	Iteration 290Q: 3 clusters Score -1.446649e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -14466473.000000 Penalty: 5584.668945
	Iteration 291Q: 3 clusters Score -1.446647e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -14466462.000000 Penalty: 5584.668945
	Iteration 292Q: 3 clusters Score -1.446646e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 35969 members 
Entering Unmasked Estep 
Score: -14466458.000000 Penalty: 5584.668945
	Iteration 293Q: 3 clusters Score -1.446646e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -14466460.000000 Penalty: 5584.668945
	Iteration 294Q: 3 clusters Score -1.446646e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -14466447.000000 Penalty: 5584.668945
	Iteration 295Q: 3 clusters Score -1.446645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -14466447.000000 Penalty: 5584.668945
	Iteration 296Q: 3 clusters Score -1.446645e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -14466448.000000 Penalty: 5584.668945
	Iteration 297Q: 3 clusters Score -1.446645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -14466441.000000 Penalty: 5584.668945
	Iteration 298Q: 3 clusters Score -1.446644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 36010 members 
Entering Unmasked Estep 
Score: -14466442.000000 Penalty: 5584.668945
	Iteration 299Q: 3 clusters Score -1.446644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -14466439.000000 Penalty: 5584.668945
	Iteration 300F: 3 clusters Score -1.446644e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -14466439.000000 Penalty: 5584.668945
	Iteration 301Q: 3 clusters Score -1.446644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -14466427.000000 Penalty: 5584.668945
	Iteration 302Q: 3 clusters Score -1.446643e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14466417.000000 Penalty: 5584.668945
	Iteration 303Q: 3 clusters Score -1.446642e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -14466422.000000 Penalty: 5584.668945
	Iteration 304Q: 3 clusters Score -1.446642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -14466400.000000 Penalty: 5584.668945
	Iteration 305Q: 3 clusters Score -1.44664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -14466406.000000 Penalty: 5584.668945
	Iteration 306Q: 3 clusters Score -1.446641e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -14466400.000000 Penalty: 5584.668945
	Iteration 307Q: 3 clusters Score -1.44664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14466405.000000 Penalty: 5584.668945
	Iteration 308Q: 3 clusters Score -1.44664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -14466398.000000 Penalty: 5584.668945
	Iteration 309Q: 3 clusters Score -1.44664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -14466393.000000 Penalty: 5584.668945
	Iteration 310Q: 3 clusters Score -1.446639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -14466396.000000 Penalty: 5584.668945
	Iteration 311Q: 3 clusters Score -1.44664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -14466386.000000 Penalty: 5584.668945
	Iteration 312Q: 3 clusters Score -1.446639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -14466381.000000 Penalty: 5584.668945
	Iteration 313Q: 3 clusters Score -1.446638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -14466394.000000 Penalty: 5584.668945
	Iteration 314Q: 3 clusters Score -1.446639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -14466381.000000 Penalty: 5584.668945
	Iteration 315Q: 3 clusters Score -1.446638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -14466370.000000 Penalty: 5584.668945
	Iteration 316Q: 3 clusters Score -1.446637e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -14466368.000000 Penalty: 5584.668945
	Iteration 317Q: 3 clusters Score -1.446637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -14466391.000000 Penalty: 5584.668945
	Iteration 318Q: 3 clusters Score -1.446639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -14466406.000000 Penalty: 5584.668945
	Iteration 319Q: 3 clusters Score -1.446641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -14466422.000000 Penalty: 5584.668945
	Iteration 320F: 3 clusters Score -1.446642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -14466412.000000 Penalty: 5584.668945
	Iteration 321Q: 3 clusters Score -1.446641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -14466413.000000 Penalty: 5584.668945
	Iteration 322Q: 3 clusters Score -1.446641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -14466415.000000 Penalty: 5584.668945
	Iteration 323Q: 3 clusters Score -1.446642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -14466410.000000 Penalty: 5584.668945
	Iteration 324Q: 3 clusters Score -1.446641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -14466417.000000 Penalty: 5584.668945
	Iteration 325Q: 3 clusters Score -1.446642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -14466424.000000 Penalty: 5584.668945
	Iteration 326Q: 3 clusters Score -1.446642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -14466417.000000 Penalty: 5584.668945
	Iteration 327Q: 3 clusters Score -1.446642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -14466420.000000 Penalty: 5584.668945
	Iteration 328Q: 3 clusters Score -1.446642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -14466420.000000 Penalty: 5584.668945
	Iteration 329Q: 3 clusters Score -1.446642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -14466432.000000 Penalty: 5584.668945
	Iteration 330Q: 3 clusters Score -1.446643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -14466436.000000 Penalty: 5584.668945
	Iteration 331Q: 3 clusters Score -1.446644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -14466434.000000 Penalty: 5584.668945
	Iteration 332Q: 3 clusters Score -1.446643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -14466432.000000 Penalty: 5584.668945
	Iteration 333Q: 3 clusters Score -1.446643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -14466423.000000 Penalty: 5584.668945
	Iteration 334Q: 3 clusters Score -1.446642e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -14466415.000000 Penalty: 5584.668945
	Iteration 335Q: 3 clusters Score -1.446642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -14466420.000000 Penalty: 5584.668945
	Iteration 336Q: 3 clusters Score -1.446642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -14466415.000000 Penalty: 5584.668945
	Iteration 337Q: 3 clusters Score -1.446642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -14466402.000000 Penalty: 5584.668945
	Iteration 338Q: 3 clusters Score -1.44664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -14466415.000000 Penalty: 5584.668945
	Iteration 339Q: 3 clusters Score -1.446642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -14466413.000000 Penalty: 5584.668945
	Iteration 340F: 3 clusters Score -1.446641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 63721 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -137010336.000000 Penalty: 77136.703125
Splitting cluster 16 changes total score from -136985888.000000 to -137010336.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (63721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63721 members 
Entering Unmasked Estep 
Score: -11854184.000000 Penalty: 2743.442871
	Iteration 0F: 2 clusters Score -1.185418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -11822285.000000 Penalty: 5486.885742
	Iteration 0F: 3 clusters Score -1.182228e+07 nChanged 29717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -11838505.000000 Penalty: 5486.885742
	Iteration 1F: 3 clusters Score -1.18385e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -11839228.000000 Penalty: 5486.885742
	Iteration 2Q: 3 clusters Score -1.183923e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -11840248.000000 Penalty: 5486.885742
	Iteration 3Q: 3 clusters Score -1.184025e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -11841876.000000 Penalty: 5486.885742
	Iteration 4Q: 3 clusters Score -1.184188e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -11844056.000000 Penalty: 5486.885742
	Iteration 5Q: 3 clusters Score -1.184406e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -11846461.000000 Penalty: 5486.885742
	Iteration 6F: 3 clusters Score -1.184646e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -11848889.000000 Penalty: 5486.885742
	Iteration 7F: 3 clusters Score -1.184889e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -11850962.000000 Penalty: 5486.885742
	Iteration 8F: 3 clusters Score -1.185096e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 48583 members 
Entering Unmasked Estep 
Score: -11852456.000000 Penalty: 5486.885742
	Iteration 9Q: 3 clusters Score -1.185246e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -11853586.000000 Penalty: 5486.885742
	Iteration 10Q: 3 clusters Score -1.185359e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -11854291.000000 Penalty: 5486.885742
	Iteration 11Q: 3 clusters Score -1.185429e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
Score: -11854655.000000 Penalty: 5486.885742
	Iteration 12Q: 3 clusters Score -1.185466e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 49176 members 
Entering Unmasked Estep 
Score: -11854851.000000 Penalty: 5486.885742
	Iteration 13Q: 3 clusters Score -1.185485e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -11855014.000000 Penalty: 5486.885742
	Iteration 14Q: 3 clusters Score -1.185501e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -11855098.000000 Penalty: 5486.885742
	Iteration 15Q: 3 clusters Score -1.18551e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -11855176.000000 Penalty: 5486.885742
	Iteration 16Q: 3 clusters Score -1.185518e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -11855291.000000 Penalty: 5486.885742
	Iteration 17Q: 3 clusters Score -1.185529e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -11855340.000000 Penalty: 5486.885742
	Iteration 18Q: 3 clusters Score -1.185534e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -11855398.000000 Penalty: 5486.885742
	Iteration 19Q: 3 clusters Score -1.18554e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -11855544.000000 Penalty: 5486.885742
	Iteration 20F: 3 clusters Score -1.185554e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -11855572.000000 Penalty: 5486.885742
	Iteration 21Q: 3 clusters Score -1.185557e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -11855678.000000 Penalty: 5486.885742
	Iteration 22Q: 3 clusters Score -1.185568e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -11855734.000000 Penalty: 5486.885742
	Iteration 23Q: 3 clusters Score -1.185573e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -11855805.000000 Penalty: 5486.885742
	Iteration 24Q: 3 clusters Score -1.18558e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -11855850.000000 Penalty: 5486.885742
	Iteration 25Q: 3 clusters Score -1.185585e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -11855872.000000 Penalty: 5486.885742
	Iteration 26Q: 3 clusters Score -1.185587e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -11855945.000000 Penalty: 5486.885742
	Iteration 27Q: 3 clusters Score -1.185594e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 46663 members 
Entering Unmasked Estep 
Score: -11855986.000000 Penalty: 5486.885742
	Iteration 28Q: 3 clusters Score -1.185599e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -11856016.000000 Penalty: 5486.885742
	Iteration 29Q: 3 clusters Score -1.185602e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -11856021.000000 Penalty: 5486.885742
	Iteration 30Q: 3 clusters Score -1.185602e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -11856059.000000 Penalty: 5486.885742
	Iteration 31Q: 3 clusters Score -1.185606e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -11856075.000000 Penalty: 5486.885742
	Iteration 32Q: 3 clusters Score -1.185608e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -11856088.000000 Penalty: 5486.885742
	Iteration 33Q: 3 clusters Score -1.185609e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -11856084.000000 Penalty: 5486.885742
	Iteration 34Q: 3 clusters Score -1.185608e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -11856062.000000 Penalty: 5486.885742
	Iteration 35Q: 3 clusters Score -1.185606e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -11856071.000000 Penalty: 5486.885742
	Iteration 36Q: 3 clusters Score -1.185607e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 45907 members 
Entering Unmasked Estep 
Score: -11856068.000000 Penalty: 5486.885742
	Iteration 37Q: 3 clusters Score -1.185607e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -11856064.000000 Penalty: 5486.885742
	Iteration 38Q: 3 clusters Score -1.185606e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -11856066.000000 Penalty: 5486.885742
	Iteration 39Q: 3 clusters Score -1.185607e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -11856052.000000 Penalty: 5486.885742
	Iteration 40F: 3 clusters Score -1.185605e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -11856048.000000 Penalty: 5486.885742
	Iteration 41Q: 3 clusters Score -1.185605e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -11856050.000000 Penalty: 5486.885742
	Iteration 42Q: 3 clusters Score -1.185605e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -11856059.000000 Penalty: 5486.885742
	Iteration 43Q: 3 clusters Score -1.185606e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -11856067.000000 Penalty: 5486.885742
	Iteration 44Q: 3 clusters Score -1.185607e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -11856077.000000 Penalty: 5486.885742
	Iteration 45Q: 3 clusters Score -1.185608e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -11856080.000000 Penalty: 5486.885742
	Iteration 46Q: 3 clusters Score -1.185608e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -11856083.000000 Penalty: 5486.885742
	Iteration 47Q: 3 clusters Score -1.185608e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -11856077.000000 Penalty: 5486.885742
	Iteration 48Q: 3 clusters Score -1.185608e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -11856087.000000 Penalty: 5486.885742
	Iteration 49Q: 3 clusters Score -1.185609e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -11856108.000000 Penalty: 5486.885742
	Iteration 50Q: 3 clusters Score -1.185611e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -11856124.000000 Penalty: 5486.885742
	Iteration 51Q: 3 clusters Score -1.185612e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -11856159.000000 Penalty: 5486.885742
	Iteration 52Q: 3 clusters Score -1.185616e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -11856184.000000 Penalty: 5486.885742
	Iteration 53Q: 3 clusters Score -1.185618e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -11856178.000000 Penalty: 5486.885742
	Iteration 54Q: 3 clusters Score -1.185618e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -11856208.000000 Penalty: 5486.885742
	Iteration 55Q: 3 clusters Score -1.185621e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -11856200.000000 Penalty: 5486.885742
	Iteration 56Q: 3 clusters Score -1.18562e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -11856219.000000 Penalty: 5486.885742
	Iteration 57Q: 3 clusters Score -1.185622e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -11856229.000000 Penalty: 5486.885742
	Iteration 58Q: 3 clusters Score -1.185623e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -11856200.000000 Penalty: 5486.885742
	Iteration 59Q: 3 clusters Score -1.18562e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -11856214.000000 Penalty: 5486.885742
	Iteration 60F: 3 clusters Score -1.185621e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -11856210.000000 Penalty: 5486.885742
	Iteration 61Q: 3 clusters Score -1.185621e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11856222.000000 Penalty: 5486.885742
	Iteration 62Q: 3 clusters Score -1.185622e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -11856211.000000 Penalty: 5486.885742
	Iteration 63Q: 3 clusters Score -1.185621e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -11856218.000000 Penalty: 5486.885742
	Iteration 64Q: 3 clusters Score -1.185622e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -11856195.000000 Penalty: 5486.885742
	Iteration 65Q: 3 clusters Score -1.18562e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -11856197.000000 Penalty: 5486.885742
	Iteration 66Q: 3 clusters Score -1.18562e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -11856224.000000 Penalty: 5486.885742
	Iteration 67Q: 3 clusters Score -1.185622e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -11856203.000000 Penalty: 5486.885742
	Iteration 68Q: 3 clusters Score -1.18562e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -11856194.000000 Penalty: 5486.885742
	Iteration 69Q: 3 clusters Score -1.185619e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -11856160.000000 Penalty: 5486.885742
	Iteration 70Q: 3 clusters Score -1.185616e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -11856193.000000 Penalty: 5486.885742
	Iteration 71Q: 3 clusters Score -1.185619e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -11856212.000000 Penalty: 5486.885742
	Iteration 72Q: 3 clusters Score -1.185621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -11856195.000000 Penalty: 5486.885742
	Iteration 73Q: 3 clusters Score -1.18562e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -11856229.000000 Penalty: 5486.885742
	Iteration 74Q: 3 clusters Score -1.185623e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -11856248.000000 Penalty: 5486.885742
	Iteration 75Q: 3 clusters Score -1.185625e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -11856215.000000 Penalty: 5486.885742
	Iteration 76Q: 3 clusters Score -1.185622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -11856237.000000 Penalty: 5486.885742
	Iteration 77Q: 3 clusters Score -1.185624e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -11856233.000000 Penalty: 5486.885742
	Iteration 78Q: 3 clusters Score -1.185623e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -11856253.000000 Penalty: 5486.885742
	Iteration 79Q: 3 clusters Score -1.185625e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -11856250.000000 Penalty: 5486.885742
	Iteration 80F: 3 clusters Score -1.185625e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -11856255.000000 Penalty: 5486.885742
	Iteration 81Q: 3 clusters Score -1.185626e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -11856268.000000 Penalty: 5486.885742
	Iteration 82Q: 3 clusters Score -1.185627e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -11856281.000000 Penalty: 5486.885742
	Iteration 83Q: 3 clusters Score -1.185628e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -11856295.000000 Penalty: 5486.885742
	Iteration 84Q: 3 clusters Score -1.18563e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -11856310.000000 Penalty: 5486.885742
	Iteration 85Q: 3 clusters Score -1.185631e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -11856321.000000 Penalty: 5486.885742
	Iteration 86Q: 3 clusters Score -1.185632e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -11856333.000000 Penalty: 5486.885742
	Iteration 87Q: 3 clusters Score -1.185633e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -11856361.000000 Penalty: 5486.885742
	Iteration 88Q: 3 clusters Score -1.185636e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -11856363.000000 Penalty: 5486.885742
	Iteration 89Q: 3 clusters Score -1.185636e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -11856361.000000 Penalty: 5486.885742
	Iteration 90Q: 3 clusters Score -1.185636e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -11856386.000000 Penalty: 5486.885742
	Iteration 91Q: 3 clusters Score -1.185639e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 44966 members 
Entering Unmasked Estep 
Score: -11856402.000000 Penalty: 5486.885742
	Iteration 92Q: 3 clusters Score -1.18564e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -11856414.000000 Penalty: 5486.885742
	Iteration 93Q: 3 clusters Score -1.185641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -11856411.000000 Penalty: 5486.885742
	Iteration 94Q: 3 clusters Score -1.185641e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -11856411.000000 Penalty: 5486.885742
	Iteration 95Q: 3 clusters Score -1.185641e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -11856422.000000 Penalty: 5486.885742
	Iteration 96Q: 3 clusters Score -1.185642e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -11856433.000000 Penalty: 5486.885742
	Iteration 97Q: 3 clusters Score -1.185643e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -11856429.000000 Penalty: 5486.885742
	Iteration 98Q: 3 clusters Score -1.185643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -11856419.000000 Penalty: 5486.885742
	Iteration 99Q: 3 clusters Score -1.185642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -11856420.000000 Penalty: 5486.885742
	Iteration 100F: 3 clusters Score -1.185642e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -11856431.000000 Penalty: 5486.885742
	Iteration 101Q: 3 clusters Score -1.185643e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -11856423.000000 Penalty: 5486.885742
	Iteration 102Q: 3 clusters Score -1.185642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -11856426.000000 Penalty: 5486.885742
	Iteration 103Q: 3 clusters Score -1.185643e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -11856399.000000 Penalty: 5486.885742
	Iteration 104Q: 3 clusters Score -1.18564e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -11856407.000000 Penalty: 5486.885742
	Iteration 105Q: 3 clusters Score -1.185641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -11856401.000000 Penalty: 5486.885742
	Iteration 106Q: 3 clusters Score -1.18564e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -11856392.000000 Penalty: 5486.885742
	Iteration 107Q: 3 clusters Score -1.185639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -11856400.000000 Penalty: 5486.885742
	Iteration 108Q: 3 clusters Score -1.18564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -11856419.000000 Penalty: 5486.885742
	Iteration 109Q: 3 clusters Score -1.185642e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -11856429.000000 Penalty: 5486.885742
	Iteration 110Q: 3 clusters Score -1.185643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -11856430.000000 Penalty: 5486.885742
	Iteration 111Q: 3 clusters Score -1.185643e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -11856421.000000 Penalty: 5486.885742
	Iteration 112Q: 3 clusters Score -1.185642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -11856415.000000 Penalty: 5486.885742
	Iteration 113Q: 3 clusters Score -1.185642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -11856414.000000 Penalty: 5486.885742
	Iteration 114Q: 3 clusters Score -1.185641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -11856412.000000 Penalty: 5486.885742
	Iteration 115Q: 3 clusters Score -1.185641e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -11856429.000000 Penalty: 5486.885742
	Iteration 116Q: 3 clusters Score -1.185643e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -11856423.000000 Penalty: 5486.885742
	Iteration 117Q: 3 clusters Score -1.185642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -11856398.000000 Penalty: 5486.885742
	Iteration 118Q: 3 clusters Score -1.18564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -11856408.000000 Penalty: 5486.885742
	Iteration 119Q: 3 clusters Score -1.185641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -11856406.000000 Penalty: 5486.885742
	Iteration 120F: 3 clusters Score -1.185641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -11856412.000000 Penalty: 5486.885742
	Iteration 121Q: 3 clusters Score -1.185641e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -11856414.000000 Penalty: 5486.885742
	Iteration 122Q: 3 clusters Score -1.185641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -11856408.000000 Penalty: 5486.885742
	Iteration 123Q: 3 clusters Score -1.185641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -11856410.000000 Penalty: 5486.885742
	Iteration 124Q: 3 clusters Score -1.185641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -11856410.000000 Penalty: 5486.885742
	Iteration 125Q: 3 clusters Score -1.185641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -11856420.000000 Penalty: 5486.885742
	Iteration 126Q: 3 clusters Score -1.185642e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -11856425.000000 Penalty: 5486.885742
	Iteration 127Q: 3 clusters Score -1.185642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -11856431.000000 Penalty: 5486.885742
	Iteration 128Q: 3 clusters Score -1.185643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -11856426.000000 Penalty: 5486.885742
	Iteration 129Q: 3 clusters Score -1.185643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -11856434.000000 Penalty: 5486.885742
	Iteration 130Q: 3 clusters Score -1.185643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -11856429.000000 Penalty: 5486.885742
	Iteration 131Q: 3 clusters Score -1.185643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -11856429.000000 Penalty: 5486.885742
	Iteration 132F: 3 clusters Score -1.185643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 18 contains 45210 members 
Mstep: Class 19 contains 687 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
Score: -137012080.000000 Penalty: 80490.468750
Splitting cluster 17 changes total score from -136985888.000000 to -137012080.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Entering Unmasked Estep 
Score: -64650.941406 Penalty: 1620.018921
	Iteration 0F: 2 clusters Score -64650.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63385.328125 Penalty: 3240.037842
	Iteration 0F: 3 clusters Score -63385.33 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63718.675781 Penalty: 3240.037842
	Iteration 1F: 3 clusters Score -63718.68 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -63805.671875 Penalty: 3240.037842
	Iteration 2F: 3 clusters Score -63805.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63911.429688 Penalty: 3240.037842
	Iteration 3Q: 3 clusters Score -63911.43 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64148.179688 Penalty: 3240.037842
	Iteration 4F: 3 clusters Score -64148.18 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -64642.250000 Penalty: 3240.037842
	Iteration 5F: 3 clusters Score -64642.25 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -65576.312500 Penalty: 3240.037842
	Iteration 6F: 3 clusters Score -65576.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66112.453125 Penalty: 3240.037842
	Iteration 7F: 3 clusters Score -66112.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66611.882812 Penalty: 3240.037842
	Iteration 8Q: 3 clusters Score -66611.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66894.093750 Penalty: 3240.037842
	Iteration 9Q: 3 clusters Score -66894.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67029.757812 Penalty: 3240.037842
	Iteration 10Q: 3 clusters Score -67029.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -67084.296875 Penalty: 3240.037842
	Iteration 11Q: 3 clusters Score -67084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67098.835938 Penalty: 3240.037842
	Iteration 12Q: 3 clusters Score -67098.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -67098.835938 Penalty: 3240.037842
	Iteration 13F: 3 clusters Score -67098.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 18 contains 45210 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 229 members 
Entering Unmasked Estep 
Score: -137012992.000000 Penalty: 83844.242188
Splitting cluster 19 changes total score from -136985888.000000 to -137012992.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (2765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Entering Unmasked Estep 
Score: -477234.781250 Penalty: 1965.349487
	Iteration 0F: 2 clusters Score -477234.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -474282.687500 Penalty: 3930.698975
	Iteration 0F: 3 clusters Score -474282.7 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -475997.906250 Penalty: 3930.698975
	Iteration 1F: 3 clusters Score -475997.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -477683.906250 Penalty: 3930.698975
	Iteration 2F: 3 clusters Score -477683.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -478600.093750 Penalty: 3930.698975
	Iteration 3F: 3 clusters Score -478600.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -479271.437500 Penalty: 3930.698975
	Iteration 4F: 3 clusters Score -479271.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -479809.156250 Penalty: 3930.698975
	Iteration 5F: 3 clusters Score -479809.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -480375.781250 Penalty: 3930.698975
	Iteration 6F: 3 clusters Score -480375.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -481007.875000 Penalty: 3930.698975
	Iteration 7F: 3 clusters Score -481007.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -481703.562500 Penalty: 3930.698975
	Iteration 8F: 3 clusters Score -481703.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -481916.468750 Penalty: 3930.698975
	Iteration 9Q: 3 clusters Score -481916.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -481970.968750 Penalty: 3930.698975
	Iteration 10Q: 3 clusters Score -481971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481980.718750 Penalty: 3930.698975
	Iteration 11Q: 3 clusters Score -481980.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481985.156250 Penalty: 3930.698975
	Iteration 12Q: 3 clusters Score -481985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -481985.156250 Penalty: 3930.698975
	Iteration 13F: 3 clusters Score -481985.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 18 contains 45210 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 61462 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 1705 members 
Entering Unmasked Estep 
Score: -137016496.000000 Penalty: 87198.015625
Splitting cluster 20 changes total score from -136985888.000000 to -137016496.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (65713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65713 members 
Entering Unmasked Estep 
Score: -12226356.000000 Penalty: 2751.076904
	Iteration 0F: 2 clusters Score -1.222636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -12194844.000000 Penalty: 5502.153809
	Iteration 0F: 3 clusters Score -1.219484e+07 nChanged 30571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -12211661.000000 Penalty: 5502.153809
	Iteration 1F: 3 clusters Score -1.221166e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -12212369.000000 Penalty: 5502.153809
	Iteration 2Q: 3 clusters Score -1.221237e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -12213133.000000 Penalty: 5502.153809
	Iteration 3Q: 3 clusters Score -1.221313e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -12214104.000000 Penalty: 5502.153809
	Iteration 4Q: 3 clusters Score -1.22141e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -12215388.000000 Penalty: 5502.153809
	Iteration 5Q: 3 clusters Score -1.221539e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -12216857.000000 Penalty: 5502.153809
	Iteration 6F: 3 clusters Score -1.221686e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -12218604.000000 Penalty: 5502.153809
	Iteration 7F: 3 clusters Score -1.22186e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -12219716.000000 Penalty: 5502.153809
	Iteration 8F: 3 clusters Score -1.221972e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -12221136.000000 Penalty: 5502.153809
	Iteration 9F: 3 clusters Score -1.222114e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -12222261.000000 Penalty: 5502.153809
	Iteration 10Q: 3 clusters Score -1.222226e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -12222936.000000 Penalty: 5502.153809
	Iteration 11Q: 3 clusters Score -1.222294e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -12223403.000000 Penalty: 5502.153809
	Iteration 12Q: 3 clusters Score -1.22234e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64983 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -12223658.000000 Penalty: 5502.153809
	Iteration 13Q: 3 clusters Score -1.222366e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65159 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -12223841.000000 Penalty: 5502.153809
	Iteration 14Q: 3 clusters Score -1.222384e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -12223944.000000 Penalty: 5502.153809
	Iteration 15Q: 3 clusters Score -1.222394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -12223993.000000 Penalty: 5502.153809
	Iteration 16Q: 3 clusters Score -1.222399e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -12224040.000000 Penalty: 5502.153809
	Iteration 17Q: 3 clusters Score -1.222404e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -12224066.000000 Penalty: 5502.153809
	Iteration 18Q: 3 clusters Score -1.222407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65369 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -12224082.000000 Penalty: 5502.153809
	Iteration 19Q: 3 clusters Score -1.222408e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65376 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -12224087.000000 Penalty: 5502.153809
	Iteration 20F: 3 clusters Score -1.222409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65381 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -12224106.000000 Penalty: 5502.153809
	Iteration 21Q: 3 clusters Score -1.222411e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65388 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -12224107.000000 Penalty: 5502.153809
	Iteration 22Q: 3 clusters Score -1.222411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -12224114.000000 Penalty: 5502.153809
	Iteration 23Q: 3 clusters Score -1.222411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -12224113.000000 Penalty: 5502.153809
	Iteration 24Q: 3 clusters Score -1.222411e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12224120.000000 Penalty: 5502.153809
	Iteration 25Q: 3 clusters Score -1.222412e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65393 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -12224118.000000 Penalty: 5502.153809
	Iteration 26Q: 3 clusters Score -1.222412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12224118.000000 Penalty: 5502.153809
	Iteration 27Q: 3 clusters Score -1.222412e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65394 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -12224118.000000 Penalty: 5502.153809
	Iteration 28F: 3 clusters Score -1.222412e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -4569912.500000 Penalty: 2512.256104
	Iteration 0F: 2 clusters Score -4569912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -4552510.000000 Penalty: 5024.512207
	Iteration 0F: 3 clusters Score -4552510 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -4558566.500000 Penalty: 5024.512207
	Iteration 1F: 3 clusters Score -4558566 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -4559181.000000 Penalty: 5024.512207
	Iteration 2F: 3 clusters Score -4559181 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -4559985.500000 Penalty: 5024.512207
	Iteration 3F: 3 clusters Score -4559986 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4560775.500000 Penalty: 5024.512207
	Iteration 4F: 3 clusters Score -4560776 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4561573.000000 Penalty: 5024.512207
	Iteration 5F: 3 clusters Score -4561573 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -4562353.000000 Penalty: 5024.512207
	Iteration 6F: 3 clusters Score -4562353 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -4562985.500000 Penalty: 5024.512207
	Iteration 7F: 3 clusters Score -4562986 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -4563532.500000 Penalty: 5024.512207
	Iteration 8Q: 3 clusters Score -4563532 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4564028.500000 Penalty: 5024.512207
	Iteration 9Q: 3 clusters Score -4564028 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4564482.000000 Penalty: 5024.512207
	Iteration 10Q: 3 clusters Score -4564482 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4565003.000000 Penalty: 5024.512207
	Iteration 11Q: 3 clusters Score -4565003 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4565530.500000 Penalty: 5024.512207
	Iteration 12Q: 3 clusters Score -4565530 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -4566091.500000 Penalty: 5024.512207
	Iteration 13Q: 3 clusters Score -4566092 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -4566761.500000 Penalty: 5024.512207
	Iteration 14Q: 3 clusters Score -4566762 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4567531.500000 Penalty: 5024.512207
	Iteration 15Q: 3 clusters Score -4567532 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4568330.500000 Penalty: 5024.512207
	Iteration 16Q: 3 clusters Score -4568330 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -4568728.000000 Penalty: 5024.512207
	Iteration 17Q: 3 clusters Score -4568728 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4568881.500000 Penalty: 5024.512207
	Iteration 18Q: 3 clusters Score -4568882 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4568980.000000 Penalty: 5024.512207
	Iteration 19Q: 3 clusters Score -4568980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -4569053.000000 Penalty: 5024.512207
	Iteration 20F: 3 clusters Score -4569053 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -4569110.500000 Penalty: 5024.512207
	Iteration 21Q: 3 clusters Score -4569110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -4569138.000000 Penalty: 5024.512207
	Iteration 22Q: 3 clusters Score -4569138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4569157.000000 Penalty: 5024.512207
	Iteration 23Q: 3 clusters Score -4569157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4569177.500000 Penalty: 5024.512207
	Iteration 24Q: 3 clusters Score -4569178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4569194.000000 Penalty: 5024.512207
	Iteration 25Q: 3 clusters Score -4569194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4569193.500000 Penalty: 5024.512207
	Iteration 26Q: 3 clusters Score -4569194 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4569211.500000 Penalty: 5024.512207
	Iteration 27Q: 3 clusters Score -4569212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -4569209.000000 Penalty: 5024.512207
	Iteration 28Q: 3 clusters Score -4569209 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4569217.000000 Penalty: 5024.512207
	Iteration 29Q: 3 clusters Score -4569217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4569225.000000 Penalty: 5024.512207
	Iteration 30Q: 3 clusters Score -4569225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -4569227.500000 Penalty: 5024.512207
	Iteration 31Q: 3 clusters Score -4569228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4569234.500000 Penalty: 5024.512207
	Iteration 32Q: 3 clusters Score -4569234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -4569230.500000 Penalty: 5024.512207
	Iteration 33Q: 3 clusters Score -4569230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -4569243.000000 Penalty: 5024.512207
	Iteration 34Q: 3 clusters Score -4569243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -4569240.500000 Penalty: 5024.512207
	Iteration 35Q: 3 clusters Score -4569240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -4569241.000000 Penalty: 5024.512207
	Iteration 36Q: 3 clusters Score -4569241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 23030 members 
Entering Unmasked Estep 
Score: -4569241.000000 Penalty: 5024.512207
	Iteration 37Q: 3 clusters Score -4569241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4569243.500000 Penalty: 5024.512207
	Iteration 38Q: 3 clusters Score -4569244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -4569240.000000 Penalty: 5024.512207
	Iteration 39Q: 3 clusters Score -4569240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4569236.000000 Penalty: 5024.512207
	Iteration 40F: 3 clusters Score -4569236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -4569235.000000 Penalty: 5024.512207
	Iteration 41Q: 3 clusters Score -4569235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -4569240.000000 Penalty: 5024.512207
	Iteration 42Q: 3 clusters Score -4569240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -4569234.500000 Penalty: 5024.512207
	Iteration 43Q: 3 clusters Score -4569234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4569234.000000 Penalty: 5024.512207
	Iteration 44Q: 3 clusters Score -4569234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -4569236.000000 Penalty: 5024.512207
	Iteration 45Q: 3 clusters Score -4569236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4569235.500000 Penalty: 5024.512207
	Iteration 46Q: 3 clusters Score -4569236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -4569236.500000 Penalty: 5024.512207
	Iteration 47Q: 3 clusters Score -4569236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4569238.000000 Penalty: 5024.512207
	Iteration 48Q: 3 clusters Score -4569238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4569238.000000 Penalty: 5024.512207
	Iteration 49F: 3 clusters Score -4569238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (61462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Entering Unmasked Estep 
Score: -11502775.000000 Penalty: 2734.491211
	Iteration 0F: 2 clusters Score -1.150278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -11475261.000000 Penalty: 5468.982422
	Iteration 0F: 3 clusters Score -1.147526e+07 nChanged 28675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -11491362.000000 Penalty: 5468.982422
	Iteration 1F: 3 clusters Score -1.149136e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -11492079.000000 Penalty: 5468.982422
	Iteration 2Q: 3 clusters Score -1.149208e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -11492917.000000 Penalty: 5468.982422
	Iteration 3Q: 3 clusters Score -1.149292e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -11493979.000000 Penalty: 5468.982422
	Iteration 4Q: 3 clusters Score -1.149398e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -11495632.000000 Penalty: 5468.982422
	Iteration 5Q: 3 clusters Score -1.149563e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -11497954.000000 Penalty: 5468.982422
	Iteration 6F: 3 clusters Score -1.149795e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -11500542.000000 Penalty: 5468.982422
	Iteration 7F: 3 clusters Score -1.150054e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -11501738.000000 Penalty: 5468.982422
	Iteration 8F: 3 clusters Score -1.150174e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52475 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -11501985.000000 Penalty: 5468.982422
	Iteration 9Q: 3 clusters Score -1.150198e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53491 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -11502317.000000 Penalty: 5468.982422
	Iteration 10Q: 3 clusters Score -1.150232e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -11502664.000000 Penalty: 5468.982422
	Iteration 11Q: 3 clusters Score -1.150266e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53842 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -11502935.000000 Penalty: 5468.982422
	Iteration 12Q: 3 clusters Score -1.150294e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -11503151.000000 Penalty: 5468.982422
	Iteration 13Q: 3 clusters Score -1.150315e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -11503287.000000 Penalty: 5468.982422
	Iteration 14Q: 3 clusters Score -1.150329e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53514 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -11503404.000000 Penalty: 5468.982422
	Iteration 15Q: 3 clusters Score -1.15034e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -11503441.000000 Penalty: 5468.982422
	Iteration 16Q: 3 clusters Score -1.150344e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -11503514.000000 Penalty: 5468.982422
	Iteration 17Q: 3 clusters Score -1.150351e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53162 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -11503572.000000 Penalty: 5468.982422
	Iteration 18Q: 3 clusters Score -1.150357e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -11503629.000000 Penalty: 5468.982422
	Iteration 19Q: 3 clusters Score -1.150363e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -11503685.000000 Penalty: 5468.982422
	Iteration 20F: 3 clusters Score -1.150368e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52918 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -11503735.000000 Penalty: 5468.982422
	Iteration 21Q: 3 clusters Score -1.150374e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -11503749.000000 Penalty: 5468.982422
	Iteration 22Q: 3 clusters Score -1.150375e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -11503753.000000 Penalty: 5468.982422
	Iteration 23Q: 3 clusters Score -1.150375e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52650 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -11503811.000000 Penalty: 5468.982422
	Iteration 24Q: 3 clusters Score -1.150381e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -11503859.000000 Penalty: 5468.982422
	Iteration 25Q: 3 clusters Score -1.150386e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -11503899.000000 Penalty: 5468.982422
	Iteration 26Q: 3 clusters Score -1.15039e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52385 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -11503976.000000 Penalty: 5468.982422
	Iteration 27Q: 3 clusters Score -1.150398e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -11504022.000000 Penalty: 5468.982422
	Iteration 28Q: 3 clusters Score -1.150402e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -11504104.000000 Penalty: 5468.982422
	Iteration 29Q: 3 clusters Score -1.15041e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -11504170.000000 Penalty: 5468.982422
	Iteration 30Q: 3 clusters Score -1.150417e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -11504227.000000 Penalty: 5468.982422
	Iteration 31Q: 3 clusters Score -1.150423e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -11504228.000000 Penalty: 5468.982422
	Iteration 32Q: 3 clusters Score -1.150423e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -11504282.000000 Penalty: 5468.982422
	Iteration 33Q: 3 clusters Score -1.150428e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -11504301.000000 Penalty: 5468.982422
	Iteration 34Q: 3 clusters Score -1.15043e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -11504353.000000 Penalty: 5468.982422
	Iteration 35Q: 3 clusters Score -1.150435e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -11504402.000000 Penalty: 5468.982422
	Iteration 36Q: 3 clusters Score -1.15044e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -11504462.000000 Penalty: 5468.982422
	Iteration 37Q: 3 clusters Score -1.150446e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51456 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -11504527.000000 Penalty: 5468.982422
	Iteration 38Q: 3 clusters Score -1.150453e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -11504578.000000 Penalty: 5468.982422
	Iteration 39Q: 3 clusters Score -1.150458e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -11504614.000000 Penalty: 5468.982422
	Iteration 40F: 3 clusters Score -1.150461e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -11504666.000000 Penalty: 5468.982422
	Iteration 41Q: 3 clusters Score -1.150467e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -11504703.000000 Penalty: 5468.982422
	Iteration 42Q: 3 clusters Score -1.15047e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -11504764.000000 Penalty: 5468.982422
	Iteration 43Q: 3 clusters Score -1.150476e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -11504824.000000 Penalty: 5468.982422
	Iteration 44Q: 3 clusters Score -1.150482e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -11504837.000000 Penalty: 5468.982422
	Iteration 45Q: 3 clusters Score -1.150484e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -11504860.000000 Penalty: 5468.982422
	Iteration 46Q: 3 clusters Score -1.150486e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -11504908.000000 Penalty: 5468.982422
	Iteration 47Q: 3 clusters Score -1.150491e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -11504929.000000 Penalty: 5468.982422
	Iteration 48Q: 3 clusters Score -1.150493e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -11504963.000000 Penalty: 5468.982422
	Iteration 49Q: 3 clusters Score -1.150496e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -11504989.000000 Penalty: 5468.982422
	Iteration 50Q: 3 clusters Score -1.150499e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -11505031.000000 Penalty: 5468.982422
	Iteration 51Q: 3 clusters Score -1.150503e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -11505093.000000 Penalty: 5468.982422
	Iteration 52Q: 3 clusters Score -1.150509e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -11505106.000000 Penalty: 5468.982422
	Iteration 53Q: 3 clusters Score -1.150511e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -11505126.000000 Penalty: 5468.982422
	Iteration 54Q: 3 clusters Score -1.150513e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -11505154.000000 Penalty: 5468.982422
	Iteration 55Q: 3 clusters Score -1.150515e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -11505219.000000 Penalty: 5468.982422
	Iteration 56Q: 3 clusters Score -1.150522e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50129 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -11505240.000000 Penalty: 5468.982422
	Iteration 57Q: 3 clusters Score -1.150524e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -11505267.000000 Penalty: 5468.982422
	Iteration 58Q: 3 clusters Score -1.150527e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -11505260.000000 Penalty: 5468.982422
	Iteration 59Q: 3 clusters Score -1.150526e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -11505327.000000 Penalty: 5468.982422
	Iteration 60F: 3 clusters Score -1.150533e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49850 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -11505365.000000 Penalty: 5468.982422
	Iteration 61Q: 3 clusters Score -1.150536e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -11505367.000000 Penalty: 5468.982422
	Iteration 62Q: 3 clusters Score -1.150537e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -11505401.000000 Penalty: 5468.982422
	Iteration 63Q: 3 clusters Score -1.15054e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49642 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -11505431.000000 Penalty: 5468.982422
	Iteration 64Q: 3 clusters Score -1.150543e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -11505486.000000 Penalty: 5468.982422
	Iteration 65Q: 3 clusters Score -1.150549e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -11505515.000000 Penalty: 5468.982422
	Iteration 66Q: 3 clusters Score -1.150552e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -11505555.000000 Penalty: 5468.982422
	Iteration 67Q: 3 clusters Score -1.150556e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -11505595.000000 Penalty: 5468.982422
	Iteration 68Q: 3 clusters Score -1.15056e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -11505657.000000 Penalty: 5468.982422
	Iteration 69Q: 3 clusters Score -1.150566e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -11505682.000000 Penalty: 5468.982422
	Iteration 70Q: 3 clusters Score -1.150568e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -11505713.000000 Penalty: 5468.982422
	Iteration 71Q: 3 clusters Score -1.150571e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -11505765.000000 Penalty: 5468.982422
	Iteration 72Q: 3 clusters Score -1.150576e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -11505821.000000 Penalty: 5468.982422
	Iteration 73Q: 3 clusters Score -1.150582e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -11505870.000000 Penalty: 5468.982422
	Iteration 74Q: 3 clusters Score -1.150587e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -11505906.000000 Penalty: 5468.982422
	Iteration 75Q: 3 clusters Score -1.150591e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -11505936.000000 Penalty: 5468.982422
	Iteration 76Q: 3 clusters Score -1.150594e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -11505981.000000 Penalty: 5468.982422
	Iteration 77Q: 3 clusters Score -1.150598e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -11505999.000000 Penalty: 5468.982422
	Iteration 78Q: 3 clusters Score -1.1506e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -11506045.000000 Penalty: 5468.982422
	Iteration 79Q: 3 clusters Score -1.150604e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -11506087.000000 Penalty: 5468.982422
	Iteration 80F: 3 clusters Score -1.150609e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -11506160.000000 Penalty: 5468.982422
	Iteration 81Q: 3 clusters Score -1.150616e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -11506204.000000 Penalty: 5468.982422
	Iteration 82Q: 3 clusters Score -1.15062e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -11506243.000000 Penalty: 5468.982422
	Iteration 83Q: 3 clusters Score -1.150624e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -11506276.000000 Penalty: 5468.982422
	Iteration 84Q: 3 clusters Score -1.150628e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -11506319.000000 Penalty: 5468.982422
	Iteration 85Q: 3 clusters Score -1.150632e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -11506347.000000 Penalty: 5468.982422
	Iteration 86Q: 3 clusters Score -1.150635e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47978 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -11506364.000000 Penalty: 5468.982422
	Iteration 87Q: 3 clusters Score -1.150636e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -11506343.000000 Penalty: 5468.982422
	Iteration 88Q: 3 clusters Score -1.150634e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47887 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -11506338.000000 Penalty: 5468.982422
	Iteration 89Q: 3 clusters Score -1.150634e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -11506364.000000 Penalty: 5468.982422
	Iteration 90Q: 3 clusters Score -1.150636e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -11506369.000000 Penalty: 5468.982422
	Iteration 91Q: 3 clusters Score -1.150637e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -11506347.000000 Penalty: 5468.982422
	Iteration 92Q: 3 clusters Score -1.150635e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -11506357.000000 Penalty: 5468.982422
	Iteration 93Q: 3 clusters Score -1.150636e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -11506367.000000 Penalty: 5468.982422
	Iteration 94Q: 3 clusters Score -1.150637e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -11506370.000000 Penalty: 5468.982422
	Iteration 95Q: 3 clusters Score -1.150637e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47650 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -11506373.000000 Penalty: 5468.982422
	Iteration 96Q: 3 clusters Score -1.150637e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -11506366.000000 Penalty: 5468.982422
	Iteration 97Q: 3 clusters Score -1.150637e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -11506383.000000 Penalty: 5468.982422
	Iteration 98Q: 3 clusters Score -1.150638e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -11506402.000000 Penalty: 5468.982422
	Iteration 99Q: 3 clusters Score -1.15064e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -11506411.000000 Penalty: 5468.982422
	Iteration 100F: 3 clusters Score -1.150641e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47536 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -11506411.000000 Penalty: 5468.982422
	Iteration 101Q: 3 clusters Score -1.150641e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -11506388.000000 Penalty: 5468.982422
	Iteration 102Q: 3 clusters Score -1.150639e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47455 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -11506412.000000 Penalty: 5468.982422
	Iteration 103Q: 3 clusters Score -1.150641e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -11506399.000000 Penalty: 5468.982422
	Iteration 104Q: 3 clusters Score -1.15064e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47373 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -11506422.000000 Penalty: 5468.982422
	Iteration 105Q: 3 clusters Score -1.150642e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -11506443.000000 Penalty: 5468.982422
	Iteration 106Q: 3 clusters Score -1.150644e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -11506439.000000 Penalty: 5468.982422
	Iteration 107Q: 3 clusters Score -1.150644e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -11506428.000000 Penalty: 5468.982422
	Iteration 108Q: 3 clusters Score -1.150643e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -11506476.000000 Penalty: 5468.982422
	Iteration 109Q: 3 clusters Score -1.150648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -11506493.000000 Penalty: 5468.982422
	Iteration 110Q: 3 clusters Score -1.150649e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -11506521.000000 Penalty: 5468.982422
	Iteration 111Q: 3 clusters Score -1.150652e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -11506520.000000 Penalty: 5468.982422
	Iteration 112Q: 3 clusters Score -1.150652e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47086 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -11506546.000000 Penalty: 5468.982422
	Iteration 113Q: 3 clusters Score -1.150655e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -11506588.000000 Penalty: 5468.982422
	Iteration 114Q: 3 clusters Score -1.150659e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -11506622.000000 Penalty: 5468.982422
	Iteration 115Q: 3 clusters Score -1.150662e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -11506665.000000 Penalty: 5468.982422
	Iteration 116Q: 3 clusters Score -1.150666e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -11506692.000000 Penalty: 5468.982422
	Iteration 117Q: 3 clusters Score -1.150669e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -11506720.000000 Penalty: 5468.982422
	Iteration 118Q: 3 clusters Score -1.150672e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -11506742.000000 Penalty: 5468.982422
	Iteration 119Q: 3 clusters Score -1.150674e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -11506773.000000 Penalty: 5468.982422
	Iteration 120F: 3 clusters Score -1.150677e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -11506777.000000 Penalty: 5468.982422
	Iteration 121Q: 3 clusters Score -1.150678e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -11506791.000000 Penalty: 5468.982422
	Iteration 122Q: 3 clusters Score -1.150679e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -11506786.000000 Penalty: 5468.982422
	Iteration 123Q: 3 clusters Score -1.150679e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -11506823.000000 Penalty: 5468.982422
	Iteration 124Q: 3 clusters Score -1.150682e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -11506836.000000 Penalty: 5468.982422
	Iteration 125Q: 3 clusters Score -1.150684e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -11506825.000000 Penalty: 5468.982422
	Iteration 126Q: 3 clusters Score -1.150682e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -11506819.000000 Penalty: 5468.982422
	Iteration 127Q: 3 clusters Score -1.150682e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -11506816.000000 Penalty: 5468.982422
	Iteration 128Q: 3 clusters Score -1.150682e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46640 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -11506815.000000 Penalty: 5468.982422
	Iteration 129Q: 3 clusters Score -1.150682e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -11506806.000000 Penalty: 5468.982422
	Iteration 130Q: 3 clusters Score -1.150681e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -11506787.000000 Penalty: 5468.982422
	Iteration 131Q: 3 clusters Score -1.150679e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -11506758.000000 Penalty: 5468.982422
	Iteration 132Q: 3 clusters Score -1.150676e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46538 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -11506775.000000 Penalty: 5468.982422
	Iteration 133Q: 3 clusters Score -1.150678e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -11506785.000000 Penalty: 5468.982422
	Iteration 134Q: 3 clusters Score -1.150678e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -11506794.000000 Penalty: 5468.982422
	Iteration 135Q: 3 clusters Score -1.150679e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -11506809.000000 Penalty: 5468.982422
	Iteration 136Q: 3 clusters Score -1.150681e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -11506823.000000 Penalty: 5468.982422
	Iteration 137Q: 3 clusters Score -1.150682e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -11506818.000000 Penalty: 5468.982422
	Iteration 138Q: 3 clusters Score -1.150682e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -11506822.000000 Penalty: 5468.982422
	Iteration 139Q: 3 clusters Score -1.150682e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -11506816.000000 Penalty: 5468.982422
	Iteration 140F: 3 clusters Score -1.150682e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -11506800.000000 Penalty: 5468.982422
	Iteration 141Q: 3 clusters Score -1.15068e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46169 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -11506818.000000 Penalty: 5468.982422
	Iteration 142Q: 3 clusters Score -1.150682e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -11506830.000000 Penalty: 5468.982422
	Iteration 143Q: 3 clusters Score -1.150683e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -11506820.000000 Penalty: 5468.982422
	Iteration 144Q: 3 clusters Score -1.150682e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -11506809.000000 Penalty: 5468.982422
	Iteration 145Q: 3 clusters Score -1.150681e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -11506817.000000 Penalty: 5468.982422
	Iteration 146Q: 3 clusters Score -1.150682e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -11506842.000000 Penalty: 5468.982422
	Iteration 147Q: 3 clusters Score -1.150684e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -11506863.000000 Penalty: 5468.982422
	Iteration 148Q: 3 clusters Score -1.150686e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -11506863.000000 Penalty: 5468.982422
	Iteration 149Q: 3 clusters Score -1.150686e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -11506880.000000 Penalty: 5468.982422
	Iteration 150Q: 3 clusters Score -1.150688e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -11506873.000000 Penalty: 5468.982422
	Iteration 151Q: 3 clusters Score -1.150687e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -11506869.000000 Penalty: 5468.982422
	Iteration 152Q: 3 clusters Score -1.150687e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -11506881.000000 Penalty: 5468.982422
	Iteration 153Q: 3 clusters Score -1.150688e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -11506878.000000 Penalty: 5468.982422
	Iteration 154Q: 3 clusters Score -1.150688e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -11506882.000000 Penalty: 5468.982422
	Iteration 155Q: 3 clusters Score -1.150688e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -11506866.000000 Penalty: 5468.982422
	Iteration 156Q: 3 clusters Score -1.150687e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -11506916.000000 Penalty: 5468.982422
	Iteration 157Q: 3 clusters Score -1.150692e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -11506917.000000 Penalty: 5468.982422
	Iteration 158Q: 3 clusters Score -1.150692e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -11506886.000000 Penalty: 5468.982422
	Iteration 159Q: 3 clusters Score -1.150689e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -11506882.000000 Penalty: 5468.982422
	Iteration 160F: 3 clusters Score -1.150688e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -11506862.000000 Penalty: 5468.982422
	Iteration 161Q: 3 clusters Score -1.150686e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -11506858.000000 Penalty: 5468.982422
	Iteration 162Q: 3 clusters Score -1.150686e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -11506879.000000 Penalty: 5468.982422
	Iteration 163Q: 3 clusters Score -1.150688e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -11506915.000000 Penalty: 5468.982422
	Iteration 164Q: 3 clusters Score -1.150692e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -11506906.000000 Penalty: 5468.982422
	Iteration 165Q: 3 clusters Score -1.150691e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -11506917.000000 Penalty: 5468.982422
	Iteration 166Q: 3 clusters Score -1.150692e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -11506930.000000 Penalty: 5468.982422
	Iteration 167Q: 3 clusters Score -1.150693e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -11506924.000000 Penalty: 5468.982422
	Iteration 168Q: 3 clusters Score -1.150692e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -11506935.000000 Penalty: 5468.982422
	Iteration 169Q: 3 clusters Score -1.150694e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -11506935.000000 Penalty: 5468.982422
	Iteration 170Q: 3 clusters Score -1.150694e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -11506947.000000 Penalty: 5468.982422
	Iteration 171Q: 3 clusters Score -1.150695e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -11506941.000000 Penalty: 5468.982422
	Iteration 172Q: 3 clusters Score -1.150694e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -11506958.000000 Penalty: 5468.982422
	Iteration 173Q: 3 clusters Score -1.150696e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -11506968.000000 Penalty: 5468.982422
	Iteration 174Q: 3 clusters Score -1.150697e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -11506956.000000 Penalty: 5468.982422
	Iteration 175Q: 3 clusters Score -1.150696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -11506943.000000 Penalty: 5468.982422
	Iteration 176Q: 3 clusters Score -1.150694e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -11506952.000000 Penalty: 5468.982422
	Iteration 177Q: 3 clusters Score -1.150695e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -11506948.000000 Penalty: 5468.982422
	Iteration 178Q: 3 clusters Score -1.150695e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -11506944.000000 Penalty: 5468.982422
	Iteration 179Q: 3 clusters Score -1.150694e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -11506934.000000 Penalty: 5468.982422
	Iteration 180F: 3 clusters Score -1.150693e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -11506947.000000 Penalty: 5468.982422
	Iteration 181Q: 3 clusters Score -1.150695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -11506940.000000 Penalty: 5468.982422
	Iteration 182Q: 3 clusters Score -1.150694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -11506938.000000 Penalty: 5468.982422
	Iteration 183Q: 3 clusters Score -1.150694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -11506936.000000 Penalty: 5468.982422
	Iteration 184Q: 3 clusters Score -1.150694e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -11506943.000000 Penalty: 5468.982422
	Iteration 185Q: 3 clusters Score -1.150694e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -11506950.000000 Penalty: 5468.982422
	Iteration 186Q: 3 clusters Score -1.150695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -11506939.000000 Penalty: 5468.982422
	Iteration 187Q: 3 clusters Score -1.150694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -11506956.000000 Penalty: 5468.982422
	Iteration 188Q: 3 clusters Score -1.150696e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -11506964.000000 Penalty: 5468.982422
	Iteration 189Q: 3 clusters Score -1.150696e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -11506946.000000 Penalty: 5468.982422
	Iteration 190Q: 3 clusters Score -1.150695e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -11506957.000000 Penalty: 5468.982422
	Iteration 191Q: 3 clusters Score -1.150696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -11506948.000000 Penalty: 5468.982422
	Iteration 192Q: 3 clusters Score -1.150695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -11506946.000000 Penalty: 5468.982422
	Iteration 193Q: 3 clusters Score -1.150695e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -11506957.000000 Penalty: 5468.982422
	Iteration 194Q: 3 clusters Score -1.150696e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -11506982.000000 Penalty: 5468.982422
	Iteration 195Q: 3 clusters Score -1.150698e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -11506978.000000 Penalty: 5468.982422
	Iteration 196Q: 3 clusters Score -1.150698e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -11506992.000000 Penalty: 5468.982422
	Iteration 197Q: 3 clusters Score -1.150699e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -11506988.000000 Penalty: 5468.982422
	Iteration 198Q: 3 clusters Score -1.150699e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -11506976.000000 Penalty: 5468.982422
	Iteration 199Q: 3 clusters Score -1.150698e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -11506978.000000 Penalty: 5468.982422
	Iteration 200F: 3 clusters Score -1.150698e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -11506997.000000 Penalty: 5468.982422
	Iteration 201Q: 3 clusters Score -1.1507e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -11506984.000000 Penalty: 5468.982422
	Iteration 202Q: 3 clusters Score -1.150698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -11506969.000000 Penalty: 5468.982422
	Iteration 203Q: 3 clusters Score -1.150697e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -11506968.000000 Penalty: 5468.982422
	Iteration 204Q: 3 clusters Score -1.150697e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -11506973.000000 Penalty: 5468.982422
	Iteration 205Q: 3 clusters Score -1.150697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -11506971.000000 Penalty: 5468.982422
	Iteration 206Q: 3 clusters Score -1.150697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -11506974.000000 Penalty: 5468.982422
	Iteration 207Q: 3 clusters Score -1.150697e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -11506977.000000 Penalty: 5468.982422
	Iteration 208Q: 3 clusters Score -1.150698e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -11506983.000000 Penalty: 5468.982422
	Iteration 209Q: 3 clusters Score -1.150698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -11506968.000000 Penalty: 5468.982422
	Iteration 210Q: 3 clusters Score -1.150697e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -11506967.000000 Penalty: 5468.982422
	Iteration 211Q: 3 clusters Score -1.150697e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -11506982.000000 Penalty: 5468.982422
	Iteration 212Q: 3 clusters Score -1.150698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -11506972.000000 Penalty: 5468.982422
	Iteration 213Q: 3 clusters Score -1.150697e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -11506978.000000 Penalty: 5468.982422
	Iteration 214Q: 3 clusters Score -1.150698e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -11506986.000000 Penalty: 5468.982422
	Iteration 215Q: 3 clusters Score -1.150699e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -11506992.000000 Penalty: 5468.982422
	Iteration 216Q: 3 clusters Score -1.150699e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -11507003.000000 Penalty: 5468.982422
	Iteration 217Q: 3 clusters Score -1.1507e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -11507006.000000 Penalty: 5468.982422
	Iteration 218Q: 3 clusters Score -1.150701e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -11507016.000000 Penalty: 5468.982422
	Iteration 219Q: 3 clusters Score -1.150702e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -11507001.000000 Penalty: 5468.982422
	Iteration 220F: 3 clusters Score -1.1507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -11507011.000000 Penalty: 5468.982422
	Iteration 221Q: 3 clusters Score -1.150701e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -11507011.000000 Penalty: 5468.982422
	Iteration 222Q: 3 clusters Score -1.150701e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -11507014.000000 Penalty: 5468.982422
	Iteration 223Q: 3 clusters Score -1.150701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -11507013.000000 Penalty: 5468.982422
	Iteration 224Q: 3 clusters Score -1.150701e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -11507028.000000 Penalty: 5468.982422
	Iteration 225Q: 3 clusters Score -1.150703e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -11507016.000000 Penalty: 5468.982422
	Iteration 226Q: 3 clusters Score -1.150702e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -11507023.000000 Penalty: 5468.982422
	Iteration 227Q: 3 clusters Score -1.150702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -11507017.000000 Penalty: 5468.982422
	Iteration 228Q: 3 clusters Score -1.150702e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -11507009.000000 Penalty: 5468.982422
	Iteration 229Q: 3 clusters Score -1.150701e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -11507035.000000 Penalty: 5468.982422
	Iteration 230Q: 3 clusters Score -1.150704e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -11507015.000000 Penalty: 5468.982422
	Iteration 231Q: 3 clusters Score -1.150702e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -11507028.000000 Penalty: 5468.982422
	Iteration 232Q: 3 clusters Score -1.150703e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -11507029.000000 Penalty: 5468.982422
	Iteration 233Q: 3 clusters Score -1.150703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -11507028.000000 Penalty: 5468.982422
	Iteration 234Q: 3 clusters Score -1.150703e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -11507052.000000 Penalty: 5468.982422
	Iteration 235Q: 3 clusters Score -1.150705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -11507048.000000 Penalty: 5468.982422
	Iteration 236Q: 3 clusters Score -1.150705e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -11507071.000000 Penalty: 5468.982422
	Iteration 237Q: 3 clusters Score -1.150707e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -11507077.000000 Penalty: 5468.982422
	Iteration 238Q: 3 clusters Score -1.150708e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -11507075.000000 Penalty: 5468.982422
	Iteration 239Q: 3 clusters Score -1.150708e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -11507073.000000 Penalty: 5468.982422
	Iteration 240F: 3 clusters Score -1.150707e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -11507065.000000 Penalty: 5468.982422
	Iteration 241Q: 3 clusters Score -1.150706e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -11507043.000000 Penalty: 5468.982422
	Iteration 242Q: 3 clusters Score -1.150704e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -11507059.000000 Penalty: 5468.982422
	Iteration 243Q: 3 clusters Score -1.150706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -11507053.000000 Penalty: 5468.982422
	Iteration 244Q: 3 clusters Score -1.150705e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -11507050.000000 Penalty: 5468.982422
	Iteration 245Q: 3 clusters Score -1.150705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -11507059.000000 Penalty: 5468.982422
	Iteration 246Q: 3 clusters Score -1.150706e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -11507061.000000 Penalty: 5468.982422
	Iteration 247Q: 3 clusters Score -1.150706e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -11507050.000000 Penalty: 5468.982422
	Iteration 248Q: 3 clusters Score -1.150705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -11507056.000000 Penalty: 5468.982422
	Iteration 249Q: 3 clusters Score -1.150706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -11507078.000000 Penalty: 5468.982422
	Iteration 250Q: 3 clusters Score -1.150708e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -11507066.000000 Penalty: 5468.982422
	Iteration 251Q: 3 clusters Score -1.150707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -11507050.000000 Penalty: 5468.982422
	Iteration 252Q: 3 clusters Score -1.150705e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -11507043.000000 Penalty: 5468.982422
	Iteration 253Q: 3 clusters Score -1.150704e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -11507040.000000 Penalty: 5468.982422
	Iteration 254Q: 3 clusters Score -1.150704e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44832 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -11507067.000000 Penalty: 5468.982422
	Iteration 255Q: 3 clusters Score -1.150707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -11507047.000000 Penalty: 5468.982422
	Iteration 256Q: 3 clusters Score -1.150705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -11507053.000000 Penalty: 5468.982422
	Iteration 257Q: 3 clusters Score -1.150705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -11507048.000000 Penalty: 5468.982422
	Iteration 258Q: 3 clusters Score -1.150705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -11507048.000000 Penalty: 5468.982422
	Iteration 259Q: 3 clusters Score -1.150705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -11507055.000000 Penalty: 5468.982422
	Iteration 260F: 3 clusters Score -1.150706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -11507072.000000 Penalty: 5468.982422
	Iteration 261Q: 3 clusters Score -1.150707e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -11507083.000000 Penalty: 5468.982422
	Iteration 262Q: 3 clusters Score -1.150708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 263Q: 3 clusters Score -1.150709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -11507085.000000 Penalty: 5468.982422
	Iteration 264Q: 3 clusters Score -1.150708e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -11507076.000000 Penalty: 5468.982422
	Iteration 265Q: 3 clusters Score -1.150708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -11507068.000000 Penalty: 5468.982422
	Iteration 266Q: 3 clusters Score -1.150707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -11507075.000000 Penalty: 5468.982422
	Iteration 267Q: 3 clusters Score -1.150708e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11507066.000000 Penalty: 5468.982422
	Iteration 268Q: 3 clusters Score -1.150707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -11507066.000000 Penalty: 5468.982422
	Iteration 269Q: 3 clusters Score -1.150707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -11507070.000000 Penalty: 5468.982422
	Iteration 270Q: 3 clusters Score -1.150707e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -11507076.000000 Penalty: 5468.982422
	Iteration 271Q: 3 clusters Score -1.150708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11507080.000000 Penalty: 5468.982422
	Iteration 272Q: 3 clusters Score -1.150708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -11507088.000000 Penalty: 5468.982422
	Iteration 273Q: 3 clusters Score -1.150709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -11507105.000000 Penalty: 5468.982422
	Iteration 274Q: 3 clusters Score -1.15071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -11507096.000000 Penalty: 5468.982422
	Iteration 275Q: 3 clusters Score -1.15071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -11507095.000000 Penalty: 5468.982422
	Iteration 276Q: 3 clusters Score -1.15071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5468.982422
	Iteration 277Q: 3 clusters Score -1.15071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44856 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -11507118.000000 Penalty: 5468.982422
	Iteration 278Q: 3 clusters Score -1.150712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -11507101.000000 Penalty: 5468.982422
	Iteration 279Q: 3 clusters Score -1.15071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -11507103.000000 Penalty: 5468.982422
	Iteration 280F: 3 clusters Score -1.15071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -11507097.000000 Penalty: 5468.982422
	Iteration 281Q: 3 clusters Score -1.15071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5468.982422
	Iteration 282Q: 3 clusters Score -1.15071e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 283Q: 3 clusters Score -1.15071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -11507092.000000 Penalty: 5468.982422
	Iteration 284Q: 3 clusters Score -1.150709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 285Q: 3 clusters Score -1.150709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 286Q: 3 clusters Score -1.150709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -11507084.000000 Penalty: 5468.982422
	Iteration 287Q: 3 clusters Score -1.150708e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -11507094.000000 Penalty: 5468.982422
	Iteration 288Q: 3 clusters Score -1.150709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -11507095.000000 Penalty: 5468.982422
	Iteration 289Q: 3 clusters Score -1.15071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -11507091.000000 Penalty: 5468.982422
	Iteration 290Q: 3 clusters Score -1.150709e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -11507092.000000 Penalty: 5468.982422
	Iteration 291Q: 3 clusters Score -1.150709e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -11507100.000000 Penalty: 5468.982422
	Iteration 292Q: 3 clusters Score -1.15071e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 293Q: 3 clusters Score -1.150709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -11507092.000000 Penalty: 5468.982422
	Iteration 294Q: 3 clusters Score -1.150709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -11507078.000000 Penalty: 5468.982422
	Iteration 295Q: 3 clusters Score -1.150708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -11507086.000000 Penalty: 5468.982422
	Iteration 296Q: 3 clusters Score -1.150709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 297Q: 3 clusters Score -1.150709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 298Q: 3 clusters Score -1.150709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -11507095.000000 Penalty: 5468.982422
	Iteration 299Q: 3 clusters Score -1.15071e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 300F: 3 clusters Score -1.150709e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 301Q: 3 clusters Score -1.150709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44804 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -11507076.000000 Penalty: 5468.982422
	Iteration 302Q: 3 clusters Score -1.150708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -11507089.000000 Penalty: 5468.982422
	Iteration 303Q: 3 clusters Score -1.150709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -11507092.000000 Penalty: 5468.982422
	Iteration 304Q: 3 clusters Score -1.150709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -11507088.000000 Penalty: 5468.982422
	Iteration 305Q: 3 clusters Score -1.150709e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -11507092.000000 Penalty: 5468.982422
	Iteration 306Q: 3 clusters Score -1.150709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 307Q: 3 clusters Score -1.15071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -11507096.000000 Penalty: 5468.982422
	Iteration 308Q: 3 clusters Score -1.15071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 309Q: 3 clusters Score -1.15071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -11507094.000000 Penalty: 5468.982422
	Iteration 310Q: 3 clusters Score -1.150709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -11507100.000000 Penalty: 5468.982422
	Iteration 311Q: 3 clusters Score -1.15071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -11507111.000000 Penalty: 5468.982422
	Iteration 312Q: 3 clusters Score -1.150711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5468.982422
	Iteration 313Q: 3 clusters Score -1.15071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -11507105.000000 Penalty: 5468.982422
	Iteration 314Q: 3 clusters Score -1.15071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -11507106.000000 Penalty: 5468.982422
	Iteration 315Q: 3 clusters Score -1.150711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 316Q: 3 clusters Score -1.15071e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -11507088.000000 Penalty: 5468.982422
	Iteration 317Q: 3 clusters Score -1.150709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -11507082.000000 Penalty: 5468.982422
	Iteration 318Q: 3 clusters Score -1.150708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -11507090.000000 Penalty: 5468.982422
	Iteration 319Q: 3 clusters Score -1.150709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -11507085.000000 Penalty: 5468.982422
	Iteration 320F: 3 clusters Score -1.150708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 321Q: 3 clusters Score -1.150709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -11507091.000000 Penalty: 5468.982422
	Iteration 322Q: 3 clusters Score -1.150709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -11507097.000000 Penalty: 5468.982422
	Iteration 323Q: 3 clusters Score -1.15071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -11507091.000000 Penalty: 5468.982422
	Iteration 324Q: 3 clusters Score -1.150709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -11507105.000000 Penalty: 5468.982422
	Iteration 325Q: 3 clusters Score -1.15071e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -11507114.000000 Penalty: 5468.982422
	Iteration 326Q: 3 clusters Score -1.150711e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -11507094.000000 Penalty: 5468.982422
	Iteration 327Q: 3 clusters Score -1.150709e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -11507116.000000 Penalty: 5468.982422
	Iteration 328Q: 3 clusters Score -1.150712e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -11507114.000000 Penalty: 5468.982422
	Iteration 329Q: 3 clusters Score -1.150711e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -11507114.000000 Penalty: 5468.982422
	Iteration 330Q: 3 clusters Score -1.150711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -11507105.000000 Penalty: 5468.982422
	Iteration 331Q: 3 clusters Score -1.15071e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -11507105.000000 Penalty: 5468.982422
	Iteration 332Q: 3 clusters Score -1.15071e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -11507089.000000 Penalty: 5468.982422
	Iteration 333Q: 3 clusters Score -1.150709e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 334Q: 3 clusters Score -1.150709e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 335Q: 3 clusters Score -1.15071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -11507084.000000 Penalty: 5468.982422
	Iteration 336Q: 3 clusters Score -1.150708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -11507079.000000 Penalty: 5468.982422
	Iteration 337Q: 3 clusters Score -1.150708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 338Q: 3 clusters Score -1.150709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -11507087.000000 Penalty: 5468.982422
	Iteration 339Q: 3 clusters Score -1.150709e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -11507081.000000 Penalty: 5468.982422
	Iteration 340F: 3 clusters Score -1.150708e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -11507101.000000 Penalty: 5468.982422
	Iteration 341Q: 3 clusters Score -1.15071e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -11507116.000000 Penalty: 5468.982422
	Iteration 342Q: 3 clusters Score -1.150712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -11507109.000000 Penalty: 5468.982422
	Iteration 343Q: 3 clusters Score -1.150711e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -11507108.000000 Penalty: 5468.982422
	Iteration 344Q: 3 clusters Score -1.150711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -11507109.000000 Penalty: 5468.982422
	Iteration 345Q: 3 clusters Score -1.150711e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -11507099.000000 Penalty: 5468.982422
	Iteration 346Q: 3 clusters Score -1.15071e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -11507118.000000 Penalty: 5468.982422
	Iteration 347Q: 3 clusters Score -1.150712e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -11507101.000000 Penalty: 5468.982422
	Iteration 348Q: 3 clusters Score -1.15071e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -11507093.000000 Penalty: 5468.982422
	Iteration 349Q: 3 clusters Score -1.150709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -11507081.000000 Penalty: 5468.982422
	Iteration 350Q: 3 clusters Score -1.150708e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -11507083.000000 Penalty: 5468.982422
	Iteration 351Q: 3 clusters Score -1.150708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11507098.000000 Penalty: 5468.982422
	Iteration 352Q: 3 clusters Score -1.15071e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -11507122.000000 Penalty: 5468.982422
	Iteration 353Q: 3 clusters Score -1.150712e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -11507129.000000 Penalty: 5468.982422
	Iteration 354Q: 3 clusters Score -1.150713e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -11507132.000000 Penalty: 5468.982422
	Iteration 355Q: 3 clusters Score -1.150713e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -11507127.000000 Penalty: 5468.982422
	Iteration 356Q: 3 clusters Score -1.150713e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -11507138.000000 Penalty: 5468.982422
	Iteration 357Q: 3 clusters Score -1.150714e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -11507148.000000 Penalty: 5468.982422
	Iteration 358Q: 3 clusters Score -1.150715e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -11507171.000000 Penalty: 5468.982422
	Iteration 359Q: 3 clusters Score -1.150717e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -11507167.000000 Penalty: 5468.982422
	Iteration 360F: 3 clusters Score -1.150717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -11507176.000000 Penalty: 5468.982422
	Iteration 361Q: 3 clusters Score -1.150718e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -11507177.000000 Penalty: 5468.982422
	Iteration 362Q: 3 clusters Score -1.150718e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -11507183.000000 Penalty: 5468.982422
	Iteration 363Q: 3 clusters Score -1.150718e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -11507151.000000 Penalty: 5468.982422
	Iteration 364Q: 3 clusters Score -1.150715e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -11507161.000000 Penalty: 5468.982422
	Iteration 365Q: 3 clusters Score -1.150716e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -11507172.000000 Penalty: 5468.982422
	Iteration 366Q: 3 clusters Score -1.150717e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -11507177.000000 Penalty: 5468.982422
	Iteration 367Q: 3 clusters Score -1.150718e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -11507199.000000 Penalty: 5468.982422
	Iteration 368Q: 3 clusters Score -1.15072e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -11507193.000000 Penalty: 5468.982422
	Iteration 369Q: 3 clusters Score -1.150719e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -11507159.000000 Penalty: 5468.982422
	Iteration 370Q: 3 clusters Score -1.150716e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -11507157.000000 Penalty: 5468.982422
	Iteration 371Q: 3 clusters Score -1.150716e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -11507173.000000 Penalty: 5468.982422
	Iteration 372Q: 3 clusters Score -1.150717e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -11507170.000000 Penalty: 5468.982422
	Iteration 373Q: 3 clusters Score -1.150717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -11507179.000000 Penalty: 5468.982422
	Iteration 374Q: 3 clusters Score -1.150718e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -11507181.000000 Penalty: 5468.982422
	Iteration 375Q: 3 clusters Score -1.150718e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -11507178.000000 Penalty: 5468.982422
	Iteration 376Q: 3 clusters Score -1.150718e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -11507179.000000 Penalty: 5468.982422
	Iteration 377Q: 3 clusters Score -1.150718e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -11507201.000000 Penalty: 5468.982422
	Iteration 378Q: 3 clusters Score -1.15072e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -11507205.000000 Penalty: 5468.982422
	Iteration 379Q: 3 clusters Score -1.15072e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -11507216.000000 Penalty: 5468.982422
	Iteration 380F: 3 clusters Score -1.150722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -11507199.000000 Penalty: 5468.982422
	Iteration 381Q: 3 clusters Score -1.15072e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -11507182.000000 Penalty: 5468.982422
	Iteration 382Q: 3 clusters Score -1.150718e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -11507194.000000 Penalty: 5468.982422
	Iteration 383Q: 3 clusters Score -1.150719e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -11507211.000000 Penalty: 5468.982422
	Iteration 384Q: 3 clusters Score -1.150721e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -11507210.000000 Penalty: 5468.982422
	Iteration 385Q: 3 clusters Score -1.150721e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -11507197.000000 Penalty: 5468.982422
	Iteration 386Q: 3 clusters Score -1.15072e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -11507184.000000 Penalty: 5468.982422
	Iteration 387Q: 3 clusters Score -1.150718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -11507176.000000 Penalty: 5468.982422
	Iteration 388Q: 3 clusters Score -1.150718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -11507180.000000 Penalty: 5468.982422
	Iteration 389Q: 3 clusters Score -1.150718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -11507159.000000 Penalty: 5468.982422
	Iteration 390Q: 3 clusters Score -1.150716e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -11507150.000000 Penalty: 5468.982422
	Iteration 391Q: 3 clusters Score -1.150715e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -11507160.000000 Penalty: 5468.982422
	Iteration 392Q: 3 clusters Score -1.150716e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -11507174.000000 Penalty: 5468.982422
	Iteration 393Q: 3 clusters Score -1.150717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -11507168.000000 Penalty: 5468.982422
	Iteration 394Q: 3 clusters Score -1.150717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -11507184.000000 Penalty: 5468.982422
	Iteration 395Q: 3 clusters Score -1.150718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -11507192.000000 Penalty: 5468.982422
	Iteration 396Q: 3 clusters Score -1.150719e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -11507177.000000 Penalty: 5468.982422
	Iteration 397Q: 3 clusters Score -1.150718e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -11507184.000000 Penalty: 5468.982422
	Iteration 398Q: 3 clusters Score -1.150718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -11507169.000000 Penalty: 5468.982422
	Iteration 399Q: 3 clusters Score -1.150717e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -11507184.000000 Penalty: 5468.982422
	Iteration 400F: 3 clusters Score -1.150718e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -11507180.000000 Penalty: 5468.982422
	Iteration 401Q: 3 clusters Score -1.150718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -11507183.000000 Penalty: 5468.982422
	Iteration 402Q: 3 clusters Score -1.150718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -11507173.000000 Penalty: 5468.982422
	Iteration 403Q: 3 clusters Score -1.150717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -11507179.000000 Penalty: 5468.982422
	Iteration 404Q: 3 clusters Score -1.150718e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -11507166.000000 Penalty: 5468.982422
	Iteration 405Q: 3 clusters Score -1.150717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -11507169.000000 Penalty: 5468.982422
	Iteration 406Q: 3 clusters Score -1.150717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -11507182.000000 Penalty: 5468.982422
	Iteration 407Q: 3 clusters Score -1.150718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -11507170.000000 Penalty: 5468.982422
	Iteration 408Q: 3 clusters Score -1.150717e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -11507180.000000 Penalty: 5468.982422
	Iteration 409Q: 3 clusters Score -1.150718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -11507171.000000 Penalty: 5468.982422
	Iteration 410Q: 3 clusters Score -1.150717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -11507170.000000 Penalty: 5468.982422
	Iteration 411Q: 3 clusters Score -1.150717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -11507167.000000 Penalty: 5468.982422
	Iteration 412Q: 3 clusters Score -1.150717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -11507173.000000 Penalty: 5468.982422
	Iteration 413Q: 3 clusters Score -1.150717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -11507179.000000 Penalty: 5468.982422
	Iteration 414Q: 3 clusters Score -1.150718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -11507168.000000 Penalty: 5468.982422
	Iteration 415Q: 3 clusters Score -1.150717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -11507161.000000 Penalty: 5468.982422
	Iteration 416Q: 3 clusters Score -1.150716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -11507151.000000 Penalty: 5468.982422
	Iteration 417Q: 3 clusters Score -1.150715e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -11507158.000000 Penalty: 5468.982422
	Iteration 418Q: 3 clusters Score -1.150716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -11507163.000000 Penalty: 5468.982422
	Iteration 419Q: 3 clusters Score -1.150716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -11507161.000000 Penalty: 5468.982422
	Iteration 420F: 3 clusters Score -1.150716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 49157 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 4 contains 909 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 8 contains 31833 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 11 contains 1822 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 14 contains 36037 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 18 contains 45210 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 45433 members 
Mstep: Class 24 contains 6379 members 
Mstep: Class 25 contains 229 members 
Mstep: Class 26 contains 1705 members 
Mstep: Class 27 contains 16029 members 
Entering Unmasked Estep 
Score: -137020880.000000 Penalty: 90551.781250
Splitting cluster 23 changes total score from -136985888.000000 to -137020880.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (6379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Entering Unmasked Estep 
Score: -1160432.375000 Penalty: 2172.670166
	Iteration 0F: 2 clusters Score -1160432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1155063.500000 Penalty: 4345.340332
	Iteration 0F: 3 clusters Score -1155064 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1156537.125000 Penalty: 4345.340332
	Iteration 1F: 3 clusters Score -1156537 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1157037.750000 Penalty: 4345.340332
	Iteration 2F: 3 clusters Score -1157038 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1157484.375000 Penalty: 4345.340332
	Iteration 3F: 3 clusters Score -1157484 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1157870.375000 Penalty: 4345.340332
	Iteration 4F: 3 clusters Score -1157870 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1158185.500000 Penalty: 4345.340332
	Iteration 5F: 3 clusters Score -1158186 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1158422.000000 Penalty: 4345.340332
	Iteration 6F: 3 clusters Score -1158422 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1158643.375000 Penalty: 4345.340332
	Iteration 7Q: 3 clusters Score -1158643 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1158837.000000 Penalty: 4345.340332
	Iteration 8Q: 3 clusters Score -1158837 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1158994.875000 Penalty: 4345.340332
	Iteration 9Q: 3 clusters Score -1158995 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1159129.500000 Penalty: 4345.340332
	Iteration 10Q: 3 clusters Score -1159130 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1159222.250000 Penalty: 4345.340332
	Iteration 11Q: 3 clusters Score -1159222 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1159285.375000 Penalty: 4345.340332
	Iteration 12Q: 3 clusters Score -1159285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1159332.625000 Penalty: 4345.340332
	Iteration 13Q: 3 clusters Score -1159333 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1159364.375000 Penalty: 4345.340332
	Iteration 14Q: 3 clusters Score -1159364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1159388.125000 Penalty: 4345.340332
	Iteration 15Q: 3 clusters Score -1159388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1159406.375000 Penalty: 4345.340332
	Iteration 16Q: 3 clusters Score -1159406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1159415.500000 Penalty: 4345.340332
	Iteration 17Q: 3 clusters Score -1159416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1159417.250000 Penalty: 4345.340332
	Iteration 18Q: 3 clusters Score -1159417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1159420.000000 Penalty: 4345.340332
	Iteration 19Q: 3 clusters Score -1159420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1159419.250000 Penalty: 4345.340332
	Iteration 20F: 3 clusters Score -1159419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1159419.125000 Penalty: 4345.340332
	Iteration 21Q: 3 clusters Score -1159419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1159422.250000 Penalty: 4345.340332
	Iteration 22Q: 3 clusters Score -1159422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1159423.625000 Penalty: 4345.340332
	Iteration 23Q: 3 clusters Score -1159424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1159425.750000 Penalty: 4345.340332
	Iteration 24Q: 3 clusters Score -1159426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1159430.000000 Penalty: 4345.340332
	Iteration 25Q: 3 clusters Score -1159430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1159432.500000 Penalty: 4345.340332
	Iteration 26Q: 3 clusters Score -1159432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1159433.375000 Penalty: 4345.340332
	Iteration 27Q: 3 clusters Score -1159433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1159436.000000 Penalty: 4345.340332
	Iteration 28Q: 3 clusters Score -1159436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1159436.125000 Penalty: 4345.340332
	Iteration 29Q: 3 clusters Score -1159436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1159437.000000 Penalty: 4345.340332
	Iteration 30Q: 3 clusters Score -1159437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1159436.750000 Penalty: 4345.340332
	Iteration 31Q: 3 clusters Score -1159437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1159440.625000 Penalty: 4345.340332
	Iteration 32Q: 3 clusters Score -1159441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1159440.125000 Penalty: 4345.340332
	Iteration 33Q: 3 clusters Score -1159440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1159441.125000 Penalty: 4345.340332
	Iteration 34Q: 3 clusters Score -1159441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1159441.125000 Penalty: 4345.340332
	Iteration 35F: 3 clusters Score -1159441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 3 contains 613 members 
Mstep: Class 5 contains 30678 members 
Mstep: Class 6 contains 42189 members 
Mstep: Class 7 contains 50755 members 
Mstep: Class 9 contains 52562 members 
Mstep: Class 10 contains 53442 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 50080 members 
Mstep: Class 15 contains 74573 members 
Mstep: Class 16 contains 41570 members 
Mstep: Class 17 contains 18511 members 
Mstep: Class 19 contains 458 members 
Mstep: Class 20 contains 1060 members 
Mstep: Class 21 contains 65713 members 
Mstep: Class 22 contains 25086 members 
Mstep: Class 23 contains 45433 members 
Mstep: Class 24 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137041536.000000 Penalty: 90551.781250
Iteration 39Q: 28 clusters Score -1.370415e+08 nChanged 40434
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 46128 members 
Mstep: Class 3 contains 594 members 
Mstep: Class 4 contains 827 members 
Mstep: Class 5 contains 34513 members 
Mstep: Class 6 contains 41523 members 
Mstep: Class 7 contains 49109 members 
Mstep: Class 8 contains 30102 members 
Mstep: Class 9 contains 52932 members 
Mstep: Class 10 contains 53594 members 
Mstep: Class 11 contains 2034 members 
Mstep: Class 12 contains 1410 members 
Mstep: Class 13 contains 49150 members 
Mstep: Class 14 contains 36329 members 
Mstep: Class 15 contains 72853 members 
Mstep: Class 16 contains 44115 members 
Mstep: Class 17 contains 22339 members 
Mstep: Class 18 contains 43920 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 64549 members 
Mstep: Class 22 contains 24842 members 
Mstep: Class 23 contains 47295 members 
Mstep: Class 24 contains 6154 members 
Mstep: Class 25 contains 241 members 
Mstep: Class 26 contains 1745 members 
Mstep: Class 27 contains 15216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137057984.000000 Penalty: 90551.781250
Iteration 40F: 28 clusters Score -1.37058e+08 nChanged 34355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 46898 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 797 members 
Mstep: Class 5 contains 37545 members 
Mstep: Class 6 contains 39917 members 
Mstep: Class 7 contains 46422 members 
Mstep: Class 8 contains 32727 members 
Mstep: Class 9 contains 51513 members 
Mstep: Class 10 contains 52730 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 1427 members 
Mstep: Class 13 contains 46927 members 
Mstep: Class 14 contains 38558 members 
Mstep: Class 15 contains 69484 members 
Mstep: Class 16 contains 44164 members 
Mstep: Class 17 contains 24552 members 
Mstep: Class 18 contains 44289 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 62384 members 
Mstep: Class 22 contains 24701 members 
Mstep: Class 23 contains 48041 members 
Mstep: Class 24 contains 6008 members 
Mstep: Class 25 contains 242 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 17192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137069504.000000 Penalty: 90551.781250
Iteration 41Q: 28 clusters Score -1.370695e+08 nChanged 25677
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 46784 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 789 members 
Mstep: Class 5 contains 40391 members 
Mstep: Class 6 contains 38728 members 
Mstep: Class 7 contains 44733 members 
Mstep: Class 8 contains 35011 members 
Mstep: Class 9 contains 50325 members 
Mstep: Class 10 contains 52129 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 1423 members 
Mstep: Class 13 contains 45322 members 
Mstep: Class 14 contains 40874 members 
Mstep: Class 15 contains 66810 members 
Mstep: Class 16 contains 43592 members 
Mstep: Class 17 contains 26534 members 
Mstep: Class 18 contains 44552 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 60183 members 
Mstep: Class 22 contains 24620 members 
Mstep: Class 23 contains 48427 members 
Mstep: Class 24 contains 5896 members 
Mstep: Class 25 contains 243 members 
Mstep: Class 26 contains 2168 members 
Mstep: Class 27 contains 18755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137076112.000000 Penalty: 90551.781250
Iteration 42Q: 28 clusters Score -1.370761e+08 nChanged 22569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 46394 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 783 members 
Mstep: Class 5 contains 43054 members 
Mstep: Class 6 contains 37832 members 
Mstep: Class 7 contains 43474 members 
Mstep: Class 8 contains 37072 members 
Mstep: Class 9 contains 49267 members 
Mstep: Class 10 contains 51583 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 44067 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 64209 members 
Mstep: Class 16 contains 42713 members 
Mstep: Class 17 contains 28457 members 
Mstep: Class 18 contains 44475 members 
Mstep: Class 19 contains 508 members 
Mstep: Class 20 contains 1059 members 
Mstep: Class 21 contains 58283 members 
Mstep: Class 22 contains 24543 members 
Mstep: Class 23 contains 48716 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 245 members 
Mstep: Class 26 contains 2220 members 
Mstep: Class 27 contains 20313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137081088.000000 Penalty: 90551.781250
Iteration 43Q: 28 clusters Score -1.370811e+08 nChanged 20926
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 45905 members 
Mstep: Class 3 contains 580 members 
Mstep: Class 4 contains 780 members 
Mstep: Class 5 contains 45164 members 
Mstep: Class 6 contains 37131 members 
Mstep: Class 7 contains 42667 members 
Mstep: Class 8 contains 38824 members 
Mstep: Class 9 contains 48202 members 
Mstep: Class 10 contains 51149 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 1430 members 
Mstep: Class 13 contains 43114 members 
Mstep: Class 14 contains 45469 members 
Mstep: Class 15 contains 61983 members 
Mstep: Class 16 contains 41546 members 
Mstep: Class 17 contains 30366 members 
Mstep: Class 18 contains 44322 members 
Mstep: Class 19 contains 506 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 56490 members 
Mstep: Class 22 contains 24495 members 
Mstep: Class 23 contains 48709 members 
Mstep: Class 24 contains 5652 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2257 members 
Mstep: Class 27 contains 21895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137084656.000000 Penalty: 90551.781250
Iteration 44Q: 28 clusters Score -1.370847e+08 nChanged 20529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 45510 members 
Mstep: Class 3 contains 579 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 46805 members 
Mstep: Class 6 contains 36609 members 
Mstep: Class 7 contains 42137 members 
Mstep: Class 8 contains 40428 members 
Mstep: Class 9 contains 47279 members 
Mstep: Class 10 contains 50755 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 1436 members 
Mstep: Class 13 contains 42562 members 
Mstep: Class 14 contains 47994 members 
Mstep: Class 15 contains 59769 members 
Mstep: Class 16 contains 39927 members 
Mstep: Class 17 contains 32357 members 
Mstep: Class 18 contains 43916 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 54636 members 
Mstep: Class 22 contains 24433 members 
Mstep: Class 23 contains 48624 members 
Mstep: Class 24 contains 5556 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 23555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137086720.000000 Penalty: 90551.781250
Iteration 45Q: 28 clusters Score -1.370867e+08 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 45075 members 
Mstep: Class 3 contains 571 members 
Mstep: Class 4 contains 774 members 
Mstep: Class 5 contains 47874 members 
Mstep: Class 6 contains 36247 members 
Mstep: Class 7 contains 41815 members 
Mstep: Class 8 contains 41959 members 
Mstep: Class 9 contains 46516 members 
Mstep: Class 10 contains 50397 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 1441 members 
Mstep: Class 13 contains 42321 members 
Mstep: Class 14 contains 50398 members 
Mstep: Class 15 contains 57867 members 
Mstep: Class 16 contains 38035 members 
Mstep: Class 17 contains 34333 members 
Mstep: Class 18 contains 43474 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 52701 members 
Mstep: Class 22 contains 24376 members 
Mstep: Class 23 contains 48470 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2313 members 
Mstep: Class 27 contains 25320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137088464.000000 Penalty: 90551.781250
Iteration 46Q: 28 clusters Score -1.370885e+08 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 44772 members 
Mstep: Class 3 contains 567 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 48282 members 
Mstep: Class 6 contains 35967 members 
Mstep: Class 7 contains 41630 members 
Mstep: Class 8 contains 43438 members 
Mstep: Class 9 contains 45811 members 
Mstep: Class 10 contains 50090 members 
Mstep: Class 11 contains 2348 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 42263 members 
Mstep: Class 14 contains 52578 members 
Mstep: Class 15 contains 56204 members 
Mstep: Class 16 contains 36120 members 
Mstep: Class 17 contains 36361 members 
Mstep: Class 18 contains 42839 members 
Mstep: Class 19 contains 504 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 50929 members 
Mstep: Class 22 contains 24348 members 
Mstep: Class 23 contains 48235 members 
Mstep: Class 24 contains 5397 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2330 members 
Mstep: Class 27 contains 27244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137089792.000000 Penalty: 90551.781250
Iteration 47Q: 28 clusters Score -1.370898e+08 nChanged 19419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 44571 members 
Mstep: Class 3 contains 566 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 48061 members 
Mstep: Class 6 contains 35732 members 
Mstep: Class 7 contains 41386 members 
Mstep: Class 8 contains 44733 members 
Mstep: Class 9 contains 45196 members 
Mstep: Class 10 contains 49796 members 
Mstep: Class 11 contains 2365 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 42365 members 
Mstep: Class 14 contains 54001 members 
Mstep: Class 15 contains 54759 members 
Mstep: Class 16 contains 34670 members 
Mstep: Class 17 contains 38494 members 
Mstep: Class 18 contains 42141 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 49470 members 
Mstep: Class 22 contains 24322 members 
Mstep: Class 23 contains 47967 members 
Mstep: Class 24 contains 5324 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2358 members 
Mstep: Class 27 contains 29374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137091488.000000 Penalty: 90551.781250
Iteration 48Q: 28 clusters Score -1.370915e+08 nChanged 18872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 47526 members 
Mstep: Class 6 contains 35495 members 
Mstep: Class 7 contains 41062 members 
Mstep: Class 8 contains 46038 members 
Mstep: Class 9 contains 44700 members 
Mstep: Class 10 contains 49519 members 
Mstep: Class 11 contains 2371 members 
Mstep: Class 12 contains 1465 members 
Mstep: Class 13 contains 42569 members 
Mstep: Class 14 contains 54678 members 
Mstep: Class 15 contains 53498 members 
Mstep: Class 16 contains 33711 members 
Mstep: Class 17 contains 40782 members 
Mstep: Class 18 contains 41351 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 48254 members 
Mstep: Class 22 contains 24289 members 
Mstep: Class 23 contains 47500 members 
Mstep: Class 24 contains 5252 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2381 members 
Mstep: Class 27 contains 31720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137093648.000000 Penalty: 90551.781250
Iteration 49Q: 28 clusters Score -1.370936e+08 nChanged 18002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 44156 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 46923 members 
Mstep: Class 6 contains 35261 members 
Mstep: Class 7 contains 40713 members 
Mstep: Class 8 contains 46893 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 49330 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 42801 members 
Mstep: Class 14 contains 54589 members 
Mstep: Class 15 contains 52327 members 
Mstep: Class 16 contains 33335 members 
Mstep: Class 17 contains 42995 members 
Mstep: Class 18 contains 40398 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 47172 members 
Mstep: Class 22 contains 24258 members 
Mstep: Class 23 contains 47303 members 
Mstep: Class 24 contains 5197 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2390 members 
Mstep: Class 27 contains 34126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137095616.000000 Penalty: 90551.781250
Iteration 50Q: 28 clusters Score -1.370956e+08 nChanged 17495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 44086 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 46343 members 
Mstep: Class 6 contains 35024 members 
Mstep: Class 7 contains 40330 members 
Mstep: Class 8 contains 47336 members 
Mstep: Class 9 contains 44133 members 
Mstep: Class 10 contains 49242 members 
Mstep: Class 11 contains 2378 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 43072 members 
Mstep: Class 14 contains 53966 members 
Mstep: Class 15 contains 51348 members 
Mstep: Class 16 contains 33490 members 
Mstep: Class 17 contains 45458 members 
Mstep: Class 18 contains 38973 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 46195 members 
Mstep: Class 22 contains 24215 members 
Mstep: Class 23 contains 47053 members 
Mstep: Class 24 contains 5144 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2404 members 
Mstep: Class 27 contains 36676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137097584.000000 Penalty: 90551.781250
Iteration 51Q: 28 clusters Score -1.370976e+08 nChanged 17287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 44014 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 45795 members 
Mstep: Class 6 contains 34818 members 
Mstep: Class 7 contains 39862 members 
Mstep: Class 8 contains 47422 members 
Mstep: Class 9 contains 43871 members 
Mstep: Class 10 contains 49121 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 1482 members 
Mstep: Class 13 contains 43246 members 
Mstep: Class 14 contains 53025 members 
Mstep: Class 15 contains 50479 members 
Mstep: Class 16 contains 34176 members 
Mstep: Class 17 contains 48353 members 
Mstep: Class 18 contains 37164 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 45439 members 
Mstep: Class 22 contains 24193 members 
Mstep: Class 23 contains 46672 members 
Mstep: Class 24 contains 5116 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2409 members 
Mstep: Class 27 contains 39266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137098720.000000 Penalty: 90551.781250
Iteration 52Q: 28 clusters Score -1.370987e+08 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 44034 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 45338 members 
Mstep: Class 6 contains 34604 members 
Mstep: Class 7 contains 39447 members 
Mstep: Class 8 contains 47209 members 
Mstep: Class 9 contains 43666 members 
Mstep: Class 10 contains 48972 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 12 contains 1481 members 
Mstep: Class 13 contains 43358 members 
Mstep: Class 14 contains 51812 members 
Mstep: Class 15 contains 49768 members 
Mstep: Class 16 contains 35251 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 34648 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 44938 members 
Mstep: Class 22 contains 24173 members 
Mstep: Class 23 contains 46229 members 
Mstep: Class 24 contains 5091 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2409 members 
Mstep: Class 27 contains 42106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099152.000000 Penalty: 90551.781250
Iteration 53Q: 28 clusters Score -1.370992e+08 nChanged 18516
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 44127 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44893 members 
Mstep: Class 6 contains 34388 members 
Mstep: Class 7 contains 39012 members 
Mstep: Class 8 contains 46939 members 
Mstep: Class 9 contains 43401 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 11 contains 2397 members 
Mstep: Class 12 contains 1483 members 
Mstep: Class 13 contains 43397 members 
Mstep: Class 14 contains 50562 members 
Mstep: Class 15 contains 49388 members 
Mstep: Class 16 contains 36649 members 
Mstep: Class 17 contains 53194 members 
Mstep: Class 18 contains 32183 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1058 members 
Mstep: Class 21 contains 44600 members 
Mstep: Class 22 contains 24173 members 
Mstep: Class 23 contains 45803 members 
Mstep: Class 24 contains 5088 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2413 members 
Mstep: Class 27 contains 45311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099696.000000 Penalty: 90551.781250
Iteration 54Q: 28 clusters Score -1.370997e+08 nChanged 18228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 44142 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 34184 members 
Mstep: Class 7 contains 38642 members 
Mstep: Class 8 contains 46837 members 
Mstep: Class 9 contains 43248 members 
Mstep: Class 10 contains 48683 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 1484 members 
Mstep: Class 13 contains 43320 members 
Mstep: Class 14 contains 49319 members 
Mstep: Class 15 contains 49250 members 
Mstep: Class 16 contains 38367 members 
Mstep: Class 17 contains 53460 members 
Mstep: Class 18 contains 30196 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 44430 members 
Mstep: Class 22 contains 24170 members 
Mstep: Class 23 contains 44834 members 
Mstep: Class 24 contains 5066 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2415 members 
Mstep: Class 27 contains 49149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101072.000000 Penalty: 90551.781250
Iteration 55Q: 28 clusters Score -1.371011e+08 nChanged 17793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 44238 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44426 members 
Mstep: Class 6 contains 34003 members 
Mstep: Class 7 contains 38464 members 
Mstep: Class 8 contains 46640 members 
Mstep: Class 9 contains 43185 members 
Mstep: Class 10 contains 48471 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 43203 members 
Mstep: Class 14 contains 47996 members 
Mstep: Class 15 contains 48985 members 
Mstep: Class 16 contains 40517 members 
Mstep: Class 17 contains 52932 members 
Mstep: Class 18 contains 28761 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 44581 members 
Mstep: Class 22 contains 24196 members 
Mstep: Class 23 contains 43640 members 
Mstep: Class 24 contains 5038 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2425 members 
Mstep: Class 27 contains 52557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100512.000000 Penalty: 90551.781250
Iteration 56Q: 28 clusters Score -1.371005e+08 nChanged 16972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 44317 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44524 members 
Mstep: Class 6 contains 33875 members 
Mstep: Class 7 contains 38466 members 
Mstep: Class 8 contains 46727 members 
Mstep: Class 9 contains 43260 members 
Mstep: Class 10 contains 48252 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 43018 members 
Mstep: Class 14 contains 46605 members 
Mstep: Class 15 contains 48983 members 
Mstep: Class 16 contains 43055 members 
Mstep: Class 17 contains 52129 members 
Mstep: Class 18 contains 27755 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 44887 members 
Mstep: Class 22 contains 24224 members 
Mstep: Class 23 contains 43270 members 
Mstep: Class 24 contains 5005 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2436 members 
Mstep: Class 27 contains 53431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100800.000000 Penalty: 90551.781250
Iteration 57Q: 28 clusters Score -1.371008e+08 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 44436 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 33795 members 
Mstep: Class 7 contains 38667 members 
Mstep: Class 8 contains 46865 members 
Mstep: Class 9 contains 43303 members 
Mstep: Class 10 contains 48244 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 42901 members 
Mstep: Class 14 contains 45406 members 
Mstep: Class 15 contains 48940 members 
Mstep: Class 16 contains 45542 members 
Mstep: Class 17 contains 51542 members 
Mstep: Class 18 contains 26981 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45197 members 
Mstep: Class 22 contains 24234 members 
Mstep: Class 23 contains 43541 members 
Mstep: Class 24 contains 4965 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2436 members 
Mstep: Class 27 contains 52564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101248.000000 Penalty: 90551.781250
Iteration 58Q: 28 clusters Score -1.371012e+08 nChanged 11605
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 44545 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44710 members 
Mstep: Class 6 contains 33743 members 
Mstep: Class 7 contains 38976 members 
Mstep: Class 8 contains 46955 members 
Mstep: Class 9 contains 43252 members 
Mstep: Class 10 contains 48270 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 42900 members 
Mstep: Class 14 contains 44115 members 
Mstep: Class 15 contains 48854 members 
Mstep: Class 16 contains 48046 members 
Mstep: Class 17 contains 51070 members 
Mstep: Class 18 contains 26381 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45343 members 
Mstep: Class 22 contains 24243 members 
Mstep: Class 23 contains 43812 members 
Mstep: Class 24 contains 4937 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2430 members 
Mstep: Class 27 contains 51587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102992.000000 Penalty: 90551.781250
Iteration 59Q: 28 clusters Score -1.37103e+08 nChanged 10675
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 44583 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 33674 members 
Mstep: Class 7 contains 39186 members 
Mstep: Class 8 contains 46965 members 
Mstep: Class 9 contains 43097 members 
Mstep: Class 10 contains 48251 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 1486 members 
Mstep: Class 13 contains 42906 members 
Mstep: Class 14 contains 43082 members 
Mstep: Class 15 contains 48688 members 
Mstep: Class 16 contains 50505 members 
Mstep: Class 17 contains 50747 members 
Mstep: Class 18 contains 25961 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45378 members 
Mstep: Class 22 contains 24256 members 
Mstep: Class 23 contains 43940 members 
Mstep: Class 24 contains 4907 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2438 members 
Mstep: Class 27 contains 50834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107952.000000 Penalty: 90551.781250
Iteration 60F: 28 clusters Score -1.37108e+08 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 44554 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 740 members 
Mstep: Class 5 contains 44579 members 
Mstep: Class 6 contains 33504 members 
Mstep: Class 7 contains 39066 members 
Mstep: Class 8 contains 46619 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 48122 members 
Mstep: Class 11 contains 2412 members 
Mstep: Class 12 contains 1497 members 
Mstep: Class 13 contains 42789 members 
Mstep: Class 14 contains 42692 members 
Mstep: Class 15 contains 48346 members 
Mstep: Class 16 contains 52957 members 
Mstep: Class 17 contains 52911 members 
Mstep: Class 18 contains 23650 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45125 members 
Mstep: Class 22 contains 24237 members 
Mstep: Class 23 contains 42061 members 
Mstep: Class 24 contains 4885 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2433 members 
Mstep: Class 27 contains 52996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104960.000000 Penalty: 90551.781250
Iteration 61Q: 28 clusters Score -1.37105e+08 nChanged 18997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 44632 members 
Mstep: Class 3 contains 562 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 44776 members 
Mstep: Class 6 contains 33355 members 
Mstep: Class 7 contains 39246 members 
Mstep: Class 8 contains 46396 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 48021 members 
Mstep: Class 11 contains 2409 members 
Mstep: Class 12 contains 1507 members 
Mstep: Class 13 contains 42782 members 
Mstep: Class 14 contains 43099 members 
Mstep: Class 15 contains 47931 members 
Mstep: Class 16 contains 55137 members 
Mstep: Class 17 contains 53745 members 
Mstep: Class 18 contains 21406 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45221 members 
Mstep: Class 22 contains 24254 members 
Mstep: Class 23 contains 41256 members 
Mstep: Class 24 contains 4853 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2437 members 
Mstep: Class 27 contains 53279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102624.000000 Penalty: 90551.781250
Iteration 62Q: 28 clusters Score -1.371026e+08 nChanged 17323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 44762 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 44981 members 
Mstep: Class 6 contains 33222 members 
Mstep: Class 7 contains 39441 members 
Mstep: Class 8 contains 46231 members 
Mstep: Class 9 contains 42074 members 
Mstep: Class 10 contains 48013 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 42807 members 
Mstep: Class 14 contains 44225 members 
Mstep: Class 15 contains 47442 members 
Mstep: Class 16 contains 56398 members 
Mstep: Class 17 contains 54200 members 
Mstep: Class 18 contains 19548 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45360 members 
Mstep: Class 22 contains 24299 members 
Mstep: Class 23 contains 40977 members 
Mstep: Class 24 contains 4814 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2445 members 
Mstep: Class 27 contains 52808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101056.000000 Penalty: 90551.781250
Iteration 63Q: 28 clusters Score -1.371011e+08 nChanged 15463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 44880 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 718 members 
Mstep: Class 5 contains 45141 members 
Mstep: Class 6 contains 33104 members 
Mstep: Class 7 contains 39820 members 
Mstep: Class 8 contains 46133 members 
Mstep: Class 9 contains 41934 members 
Mstep: Class 10 contains 48054 members 
Mstep: Class 11 contains 2408 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 42827 members 
Mstep: Class 14 contains 45738 members 
Mstep: Class 15 contains 46852 members 
Mstep: Class 16 contains 56979 members 
Mstep: Class 17 contains 54514 members 
Mstep: Class 18 contains 17978 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45427 members 
Mstep: Class 22 contains 24298 members 
Mstep: Class 23 contains 40928 members 
Mstep: Class 24 contains 4793 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2457 members 
Mstep: Class 27 contains 52160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100720.000000 Penalty: 90551.781250
Iteration 64Q: 28 clusters Score -1.371007e+08 nChanged 13771
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 45025 members 
Mstep: Class 3 contains 564 members 
Mstep: Class 4 contains 714 members 
Mstep: Class 5 contains 45344 members 
Mstep: Class 6 contains 32979 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 46163 members 
Mstep: Class 9 contains 41784 members 
Mstep: Class 10 contains 48082 members 
Mstep: Class 11 contains 2415 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42913 members 
Mstep: Class 14 contains 47255 members 
Mstep: Class 15 contains 46320 members 
Mstep: Class 16 contains 57044 members 
Mstep: Class 17 contains 54660 members 
Mstep: Class 18 contains 16688 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45436 members 
Mstep: Class 22 contains 24292 members 
Mstep: Class 23 contains 40958 members 
Mstep: Class 24 contains 4772 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2473 members 
Mstep: Class 27 contains 51651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100544.000000 Penalty: 90551.781250
Iteration 65Q: 28 clusters Score -1.371005e+08 nChanged 12355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 45191 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 710 members 
Mstep: Class 5 contains 45605 members 
Mstep: Class 6 contains 32848 members 
Mstep: Class 7 contains 40510 members 
Mstep: Class 8 contains 46370 members 
Mstep: Class 9 contains 41651 members 
Mstep: Class 10 contains 48117 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42954 members 
Mstep: Class 14 contains 48513 members 
Mstep: Class 15 contains 45876 members 
Mstep: Class 16 contains 56870 members 
Mstep: Class 17 contains 54721 members 
Mstep: Class 18 contains 15598 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45450 members 
Mstep: Class 22 contains 24300 members 
Mstep: Class 23 contains 40909 members 
Mstep: Class 24 contains 4740 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2482 members 
Mstep: Class 27 contains 51237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100160.000000 Penalty: 90551.781250
Iteration 66Q: 28 clusters Score -1.371002e+08 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 45402 members 
Mstep: Class 3 contains 565 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 45866 members 
Mstep: Class 6 contains 32740 members 
Mstep: Class 7 contains 40880 members 
Mstep: Class 8 contains 46638 members 
Mstep: Class 9 contains 41552 members 
Mstep: Class 10 contains 48163 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 43067 members 
Mstep: Class 14 contains 49456 members 
Mstep: Class 15 contains 45571 members 
Mstep: Class 16 contains 56613 members 
Mstep: Class 17 contains 54654 members 
Mstep: Class 18 contains 14660 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45520 members 
Mstep: Class 22 contains 24281 members 
Mstep: Class 23 contains 40857 members 
Mstep: Class 24 contains 4718 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2487 members 
Mstep: Class 27 contains 50782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099296.000000 Penalty: 90551.781250
Iteration 67Q: 28 clusters Score -1.370993e+08 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 45644 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46126 members 
Mstep: Class 6 contains 32670 members 
Mstep: Class 7 contains 41230 members 
Mstep: Class 8 contains 46875 members 
Mstep: Class 9 contains 41520 members 
Mstep: Class 10 contains 48219 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43214 members 
Mstep: Class 14 contains 50034 members 
Mstep: Class 15 contains 45292 members 
Mstep: Class 16 contains 56391 members 
Mstep: Class 17 contains 54489 members 
Mstep: Class 18 contains 13843 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45576 members 
Mstep: Class 22 contains 24274 members 
Mstep: Class 23 contains 40958 members 
Mstep: Class 24 contains 4696 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2493 members 
Mstep: Class 27 contains 50341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137099872.000000 Penalty: 90551.781250
Iteration 68Q: 28 clusters Score -1.370999e+08 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 45869 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46375 members 
Mstep: Class 6 contains 32612 members 
Mstep: Class 7 contains 41604 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 41445 members 
Mstep: Class 10 contains 48266 members 
Mstep: Class 11 contains 2425 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43335 members 
Mstep: Class 14 contains 50375 members 
Mstep: Class 15 contains 45025 members 
Mstep: Class 16 contains 56227 members 
Mstep: Class 17 contains 54273 members 
Mstep: Class 18 contains 13153 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45564 members 
Mstep: Class 22 contains 24277 members 
Mstep: Class 23 contains 41092 members 
Mstep: Class 24 contains 4683 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2496 members 
Mstep: Class 27 contains 50059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100032.000000 Penalty: 90551.781250
Iteration 69Q: 28 clusters Score -1.371e+08 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 46109 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46548 members 
Mstep: Class 6 contains 32542 members 
Mstep: Class 7 contains 42003 members 
Mstep: Class 8 contains 47474 members 
Mstep: Class 9 contains 41366 members 
Mstep: Class 10 contains 48283 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43476 members 
Mstep: Class 14 contains 50496 members 
Mstep: Class 15 contains 44777 members 
Mstep: Class 16 contains 56229 members 
Mstep: Class 17 contains 53965 members 
Mstep: Class 18 contains 12573 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 45494 members 
Mstep: Class 22 contains 24237 members 
Mstep: Class 23 contains 41278 members 
Mstep: Class 24 contains 4667 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2506 members 
Mstep: Class 27 contains 49834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100528.000000 Penalty: 90551.781250
Iteration 70Q: 28 clusters Score -1.371005e+08 nChanged 7877
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 46352 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46733 members 
Mstep: Class 6 contains 32469 members 
Mstep: Class 7 contains 42324 members 
Mstep: Class 8 contains 47848 members 
Mstep: Class 9 contains 41297 members 
Mstep: Class 10 contains 48236 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43644 members 
Mstep: Class 14 contains 50471 members 
Mstep: Class 15 contains 44576 members 
Mstep: Class 16 contains 56243 members 
Mstep: Class 17 contains 53651 members 
Mstep: Class 18 contains 12014 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45459 members 
Mstep: Class 22 contains 24228 members 
Mstep: Class 23 contains 41486 members 
Mstep: Class 24 contains 4650 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2514 members 
Mstep: Class 27 contains 49638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137100880.000000 Penalty: 90551.781250
Iteration 71Q: 28 clusters Score -1.371009e+08 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 46569 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46858 members 
Mstep: Class 6 contains 32423 members 
Mstep: Class 7 contains 42684 members 
Mstep: Class 8 contains 48213 members 
Mstep: Class 9 contains 41204 members 
Mstep: Class 10 contains 48202 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43825 members 
Mstep: Class 14 contains 50322 members 
Mstep: Class 15 contains 44347 members 
Mstep: Class 16 contains 56348 members 
Mstep: Class 17 contains 53284 members 
Mstep: Class 18 contains 11474 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45444 members 
Mstep: Class 22 contains 24214 members 
Mstep: Class 23 contains 41734 members 
Mstep: Class 24 contains 4637 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2515 members 
Mstep: Class 27 contains 49506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101168.000000 Penalty: 90551.781250
Iteration 72Q: 28 clusters Score -1.371012e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 46782 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 46966 members 
Mstep: Class 6 contains 32375 members 
Mstep: Class 7 contains 42996 members 
Mstep: Class 8 contains 48502 members 
Mstep: Class 9 contains 41134 members 
Mstep: Class 10 contains 48190 members 
Mstep: Class 11 contains 2424 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43997 members 
Mstep: Class 14 contains 50114 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 56551 members 
Mstep: Class 17 contains 53047 members 
Mstep: Class 18 contains 10980 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45404 members 
Mstep: Class 22 contains 24206 members 
Mstep: Class 23 contains 41939 members 
Mstep: Class 24 contains 4623 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2513 members 
Mstep: Class 27 contains 49356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137101504.000000 Penalty: 90551.781250
Iteration 73Q: 28 clusters Score -1.371015e+08 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 47017 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 47013 members 
Mstep: Class 6 contains 32288 members 
Mstep: Class 7 contains 43235 members 
Mstep: Class 8 contains 48754 members 
Mstep: Class 9 contains 41071 members 
Mstep: Class 10 contains 48211 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 14 contains 49925 members 
Mstep: Class 15 contains 43931 members 
Mstep: Class 16 contains 56722 members 
Mstep: Class 17 contains 52895 members 
Mstep: Class 18 contains 10524 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45349 members 
Mstep: Class 22 contains 24200 members 
Mstep: Class 23 contains 42135 members 
Mstep: Class 24 contains 4610 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2516 members 
Mstep: Class 27 contains 49222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102080.000000 Penalty: 90551.781250
Iteration 74Q: 28 clusters Score -1.371021e+08 nChanged 6791
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 47225 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 47059 members 
Mstep: Class 6 contains 32226 members 
Mstep: Class 7 contains 43433 members 
Mstep: Class 8 contains 48934 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 48211 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44296 members 
Mstep: Class 14 contains 49733 members 
Mstep: Class 15 contains 43773 members 
Mstep: Class 16 contains 56985 members 
Mstep: Class 17 contains 52641 members 
Mstep: Class 18 contains 10109 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45300 members 
Mstep: Class 22 contains 24205 members 
Mstep: Class 23 contains 42314 members 
Mstep: Class 24 contains 4595 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2519 members 
Mstep: Class 27 contains 49179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102448.000000 Penalty: 90551.781250
Iteration 75Q: 28 clusters Score -1.371024e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 47456 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47129 members 
Mstep: Class 6 contains 32195 members 
Mstep: Class 7 contains 43501 members 
Mstep: Class 8 contains 49057 members 
Mstep: Class 9 contains 40919 members 
Mstep: Class 10 contains 48212 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44412 members 
Mstep: Class 14 contains 49593 members 
Mstep: Class 15 contains 43657 members 
Mstep: Class 16 contains 57224 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45331 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 42417 members 
Mstep: Class 24 contains 4579 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2520 members 
Mstep: Class 27 contains 49180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102816.000000 Penalty: 90551.781250
Iteration 76Q: 28 clusters Score -1.371028e+08 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 47665 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47223 members 
Mstep: Class 6 contains 32183 members 
Mstep: Class 7 contains 43577 members 
Mstep: Class 8 contains 49186 members 
Mstep: Class 9 contains 40830 members 
Mstep: Class 10 contains 48154 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44469 members 
Mstep: Class 14 contains 49469 members 
Mstep: Class 15 contains 43530 members 
Mstep: Class 16 contains 57460 members 
Mstep: Class 17 contains 52148 members 
Mstep: Class 18 contains 9462 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45371 members 
Mstep: Class 22 contains 24191 members 
Mstep: Class 23 contains 42478 members 
Mstep: Class 24 contains 4569 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2524 members 
Mstep: Class 27 contains 49221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102816.000000 Penalty: 90551.781250
Iteration 77Q: 28 clusters Score -1.371028e+08 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 47795 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47271 members 
Mstep: Class 6 contains 32154 members 
Mstep: Class 7 contains 43605 members 
Mstep: Class 8 contains 49306 members 
Mstep: Class 9 contains 40809 members 
Mstep: Class 10 contains 48160 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44450 members 
Mstep: Class 14 contains 49381 members 
Mstep: Class 15 contains 43394 members 
Mstep: Class 16 contains 57626 members 
Mstep: Class 17 contains 52019 members 
Mstep: Class 18 contains 9214 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45436 members 
Mstep: Class 22 contains 24174 members 
Mstep: Class 23 contains 42583 members 
Mstep: Class 24 contains 4555 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2525 members 
Mstep: Class 27 contains 49252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137102976.000000 Penalty: 90551.781250
Iteration 78Q: 28 clusters Score -1.37103e+08 nChanged 5833
Entering ConstructFrom: 
Score: -137102976.000000 Penalty: 90551.781250
Entering ConstructFrom: 
Trying to split cluster 1 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -1088342.250000 Penalty: 2150.521729
	Iteration 0F: 2 clusters Score -1088342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1083299.875000 Penalty: 4301.043457
	Iteration 0F: 3 clusters Score -1083300 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1084554.125000 Penalty: 4301.043457
	Iteration 1F: 3 clusters Score -1084554 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1084776.125000 Penalty: 4301.043457
	Iteration 2F: 3 clusters Score -1084776 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1084893.250000 Penalty: 4301.043457
	Iteration 3Q: 3 clusters Score -1084893 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1084969.375000 Penalty: 4301.043457
	Iteration 4Q: 3 clusters Score -1084969 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1085030.875000 Penalty: 4301.043457
	Iteration 5Q: 3 clusters Score -1085031 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1085079.500000 Penalty: 4301.043457
	Iteration 6Q: 3 clusters Score -1085080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1085122.875000 Penalty: 4301.043457
	Iteration 7Q: 3 clusters Score -1085123 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1085158.250000 Penalty: 4301.043457
	Iteration 8Q: 3 clusters Score -1085158 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1085182.625000 Penalty: 4301.043457
	Iteration 9Q: 3 clusters Score -1085183 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1085206.375000 Penalty: 4301.043457
	Iteration 10Q: 3 clusters Score -1085206 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1085238.500000 Penalty: 4301.043457
	Iteration 11Q: 3 clusters Score -1085238 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1085283.625000 Penalty: 4301.043457
	Iteration 12Q: 3 clusters Score -1085284 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1085326.000000 Penalty: 4301.043457
	Iteration 13Q: 3 clusters Score -1085326 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1085372.875000 Penalty: 4301.043457
	Iteration 14Q: 3 clusters Score -1085373 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1085424.500000 Penalty: 4301.043457
	Iteration 15Q: 3 clusters Score -1085424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1085476.000000 Penalty: 4301.043457
	Iteration 16Q: 3 clusters Score -1085476 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1085546.250000 Penalty: 4301.043457
	Iteration 17Q: 3 clusters Score -1085546 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1085618.250000 Penalty: 4301.043457
	Iteration 18Q: 3 clusters Score -1085618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1085688.375000 Penalty: 4301.043457
	Iteration 19Q: 3 clusters Score -1085688 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1085761.500000 Penalty: 4301.043457
	Iteration 20F: 3 clusters Score -1085762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1085829.750000 Penalty: 4301.043457
	Iteration 21Q: 3 clusters Score -1085830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1085892.125000 Penalty: 4301.043457
	Iteration 22Q: 3 clusters Score -1085892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1085954.625000 Penalty: 4301.043457
	Iteration 23Q: 3 clusters Score -1085955 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1086010.875000 Penalty: 4301.043457
	Iteration 24Q: 3 clusters Score -1086011 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1086056.625000 Penalty: 4301.043457
	Iteration 25Q: 3 clusters Score -1086057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1086099.250000 Penalty: 4301.043457
	Iteration 26Q: 3 clusters Score -1086099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1086135.125000 Penalty: 4301.043457
	Iteration 27Q: 3 clusters Score -1086135 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1086170.000000 Penalty: 4301.043457
	Iteration 28Q: 3 clusters Score -1086170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1086199.500000 Penalty: 4301.043457
	Iteration 29Q: 3 clusters Score -1086200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1086228.375000 Penalty: 4301.043457
	Iteration 30Q: 3 clusters Score -1086228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1086252.375000 Penalty: 4301.043457
	Iteration 31Q: 3 clusters Score -1086252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1086271.000000 Penalty: 4301.043457
	Iteration 32Q: 3 clusters Score -1086271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1086295.500000 Penalty: 4301.043457
	Iteration 33Q: 3 clusters Score -1086296 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1086321.125000 Penalty: 4301.043457
	Iteration 34Q: 3 clusters Score -1086321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1086347.500000 Penalty: 4301.043457
	Iteration 35Q: 3 clusters Score -1086348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1086364.000000 Penalty: 4301.043457
	Iteration 36Q: 3 clusters Score -1086364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1086377.125000 Penalty: 4301.043457
	Iteration 37Q: 3 clusters Score -1086377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1086383.875000 Penalty: 4301.043457
	Iteration 38Q: 3 clusters Score -1086384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1086393.875000 Penalty: 4301.043457
	Iteration 39Q: 3 clusters Score -1086394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1086401.250000 Penalty: 4301.043457
	Iteration 40F: 3 clusters Score -1086401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1086412.250000 Penalty: 4301.043457
	Iteration 41Q: 3 clusters Score -1086412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1086418.875000 Penalty: 4301.043457
	Iteration 42Q: 3 clusters Score -1086419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1086424.750000 Penalty: 4301.043457
	Iteration 43Q: 3 clusters Score -1086425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1086431.375000 Penalty: 4301.043457
	Iteration 44Q: 3 clusters Score -1086431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1086437.375000 Penalty: 4301.043457
	Iteration 45Q: 3 clusters Score -1086437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1086444.375000 Penalty: 4301.043457
	Iteration 46Q: 3 clusters Score -1086444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1086449.875000 Penalty: 4301.043457
	Iteration 47Q: 3 clusters Score -1086450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1086458.000000 Penalty: 4301.043457
	Iteration 48Q: 3 clusters Score -1086458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1086462.250000 Penalty: 4301.043457
	Iteration 49Q: 3 clusters Score -1086462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1086466.625000 Penalty: 4301.043457
	Iteration 50Q: 3 clusters Score -1086467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1086470.250000 Penalty: 4301.043457
	Iteration 51Q: 3 clusters Score -1086470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1086470.875000 Penalty: 4301.043457
	Iteration 52Q: 3 clusters Score -1086471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1086470.625000 Penalty: 4301.043457
	Iteration 53Q: 3 clusters Score -1086471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1086473.875000 Penalty: 4301.043457
	Iteration 54Q: 3 clusters Score -1086474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1086474.875000 Penalty: 4301.043457
	Iteration 55Q: 3 clusters Score -1086475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1086474.875000 Penalty: 4301.043457
	Iteration 56F: 3 clusters Score -1086475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Entering Unmasked Estep 
Score: -8944181.000000 Penalty: 2672.446289
	Iteration 0F: 2 clusters Score -8944181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -8913295.000000 Penalty: 5344.892578
	Iteration 0F: 3 clusters Score -8913295 nChanged 22109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8925502.000000 Penalty: 5344.892578
	Iteration 1F: 3 clusters Score -8925502 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -8926024.000000 Penalty: 5344.892578
	Iteration 2Q: 3 clusters Score -8926024 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -8926581.000000 Penalty: 5344.892578
	Iteration 3Q: 3 clusters Score -8926581 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -8927183.000000 Penalty: 5344.892578
	Iteration 4Q: 3 clusters Score -8927183 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -8927962.000000 Penalty: 5344.892578
	Iteration 5Q: 3 clusters Score -8927962 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -8929096.000000 Penalty: 5344.892578
	Iteration 6Q: 3 clusters Score -8929096 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8930724.000000 Penalty: 5344.892578
	Iteration 7Q: 3 clusters Score -8930724 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -8932933.000000 Penalty: 5344.892578
	Iteration 8F: 3 clusters Score -8932933 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -8935097.000000 Penalty: 5344.892578
	Iteration 9F: 3 clusters Score -8935097 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -8937085.000000 Penalty: 5344.892578
	Iteration 10F: 3 clusters Score -8937085 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -8938819.000000 Penalty: 5344.892578
	Iteration 11Q: 3 clusters Score -8938819 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8939979.000000 Penalty: 5344.892578
	Iteration 12Q: 3 clusters Score -8939979 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8940804.000000 Penalty: 5344.892578
	Iteration 13Q: 3 clusters Score -8940804 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8941255.000000 Penalty: 5344.892578
	Iteration 14Q: 3 clusters Score -8941255 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8941513.000000 Penalty: 5344.892578
	Iteration 15Q: 3 clusters Score -8941513 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8941709.000000 Penalty: 5344.892578
	Iteration 16Q: 3 clusters Score -8941709 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8941828.000000 Penalty: 5344.892578
	Iteration 17Q: 3 clusters Score -8941828 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -8941890.000000 Penalty: 5344.892578
	Iteration 18Q: 3 clusters Score -8941890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -8941948.000000 Penalty: 5344.892578
	Iteration 19Q: 3 clusters Score -8941948 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8941966.000000 Penalty: 5344.892578
	Iteration 20F: 3 clusters Score -8941966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8941990.000000 Penalty: 5344.892578
	Iteration 21Q: 3 clusters Score -8941990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8941997.000000 Penalty: 5344.892578
	Iteration 22Q: 3 clusters Score -8941997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -8942035.000000 Penalty: 5344.892578
	Iteration 23Q: 3 clusters Score -8942035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8942057.000000 Penalty: 5344.892578
	Iteration 24Q: 3 clusters Score -8942057 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -8942060.000000 Penalty: 5344.892578
	Iteration 25Q: 3 clusters Score -8942060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47170 members 
Entering Unmasked Estep 
Score: -8942092.000000 Penalty: 5344.892578
	Iteration 26Q: 3 clusters Score -8942092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8942094.000000 Penalty: 5344.892578
	Iteration 27Q: 3 clusters Score -8942094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47199 members 
Entering Unmasked Estep 
Score: -8942103.000000 Penalty: 5344.892578
	Iteration 28Q: 3 clusters Score -8942103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -8942104.000000 Penalty: 5344.892578
	Iteration 29Q: 3 clusters Score -8942104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -8942115.000000 Penalty: 5344.892578
	Iteration 30Q: 3 clusters Score -8942115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -8942128.000000 Penalty: 5344.892578
	Iteration 31Q: 3 clusters Score -8942128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -8942136.000000 Penalty: 5344.892578
	Iteration 32Q: 3 clusters Score -8942136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -8942147.000000 Penalty: 5344.892578
	Iteration 33Q: 3 clusters Score -8942147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8942149.000000 Penalty: 5344.892578
	Iteration 34Q: 3 clusters Score -8942149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8942147.000000 Penalty: 5344.892578
	Iteration 35Q: 3 clusters Score -8942147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -8942150.000000 Penalty: 5344.892578
	Iteration 36Q: 3 clusters Score -8942150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -8942145.000000 Penalty: 5344.892578
	Iteration 37Q: 3 clusters Score -8942145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8942146.000000 Penalty: 5344.892578
	Iteration 38Q: 3 clusters Score -8942146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8942149.000000 Penalty: 5344.892578
	Iteration 39Q: 3 clusters Score -8942149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8942149.000000 Penalty: 5344.892578
	Iteration 40F: 3 clusters Score -8942149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -76924.132812 Penalty: 1570.653320
	Iteration 0F: 2 clusters Score -76924.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -75479.359375 Penalty: 3141.306641
	Iteration 0F: 3 clusters Score -75479.36 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76043.460938 Penalty: 3141.306641
	Iteration 1F: 3 clusters Score -76043.46 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -76343.476562 Penalty: 3141.306641
	Iteration 2F: 3 clusters Score -76343.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -76512.492188 Penalty: 3141.306641
	Iteration 3F: 3 clusters Score -76512.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -76619.562500 Penalty: 3141.306641
	Iteration 4Q: 3 clusters Score -76619.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76679.171875 Penalty: 3141.306641
	Iteration 5Q: 3 clusters Score -76679.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76700.046875 Penalty: 3141.306641
	Iteration 6Q: 3 clusters Score -76700.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -76700.046875 Penalty: 3141.306641
	Iteration 7F: 3 clusters Score -76700.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Entering Unmasked Estep 
Score: -100873.304688 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -100873.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99315.945312 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -99315.95 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -99703.164062 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -99703.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -100018.125000 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -100018.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -100244.921875 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -100244.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -100312.281250 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -100312.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100367.757812 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -100367.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100393.398438 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -100393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100395.648438 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -100395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -100395.648438 Penalty: 3253.569092
	Iteration 8F: 3 clusters Score -100395.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Entering Unmasked Estep 
Score: -8971354.000000 Penalty: 2669.543213
	Iteration 0F: 2 clusters Score -8971354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8942815.000000 Penalty: 5339.086426
	Iteration 0F: 3 clusters Score -8942815 nChanged 21837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -8954825.000000 Penalty: 5339.086426
	Iteration 1F: 3 clusters Score -8954825 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -8955490.000000 Penalty: 5339.086426
	Iteration 2Q: 3 clusters Score -8955490 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -8956259.000000 Penalty: 5339.086426
	Iteration 3Q: 3 clusters Score -8956259 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -8957137.000000 Penalty: 5339.086426
	Iteration 4Q: 3 clusters Score -8957137 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -8958312.000000 Penalty: 5339.086426
	Iteration 5F: 3 clusters Score -8958312 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -8959803.000000 Penalty: 5339.086426
	Iteration 6F: 3 clusters Score -8959803 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -8961658.000000 Penalty: 5339.086426
	Iteration 7F: 3 clusters Score -8961658 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -8963798.000000 Penalty: 5339.086426
	Iteration 8F: 3 clusters Score -8963798 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -8965912.000000 Penalty: 5339.086426
	Iteration 9F: 3 clusters Score -8965912 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -8967157.000000 Penalty: 5339.086426
	Iteration 10Q: 3 clusters Score -8967157 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -8967719.000000 Penalty: 5339.086426
	Iteration 11Q: 3 clusters Score -8967719 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8967991.000000 Penalty: 5339.086426
	Iteration 12Q: 3 clusters Score -8967991 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -8968134.000000 Penalty: 5339.086426
	Iteration 13Q: 3 clusters Score -8968134 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -8968302.000000 Penalty: 5339.086426
	Iteration 14Q: 3 clusters Score -8968302 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -8968413.000000 Penalty: 5339.086426
	Iteration 15Q: 3 clusters Score -8968413 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36332 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -8968527.000000 Penalty: 5339.086426
	Iteration 16Q: 3 clusters Score -8968527 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -8968642.000000 Penalty: 5339.086426
	Iteration 17Q: 3 clusters Score -8968642 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -8968723.000000 Penalty: 5339.086426
	Iteration 18Q: 3 clusters Score -8968723 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -8968766.000000 Penalty: 5339.086426
	Iteration 19Q: 3 clusters Score -8968766 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -8968823.000000 Penalty: 5339.086426
	Iteration 20F: 3 clusters Score -8968823 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8968929.000000 Penalty: 5339.086426
	Iteration 21Q: 3 clusters Score -8968929 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -8969002.000000 Penalty: 5339.086426
	Iteration 22Q: 3 clusters Score -8969002 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -8969064.000000 Penalty: 5339.086426
	Iteration 23Q: 3 clusters Score -8969064 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8969122.000000 Penalty: 5339.086426
	Iteration 24Q: 3 clusters Score -8969122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -8969186.000000 Penalty: 5339.086426
	Iteration 25Q: 3 clusters Score -8969186 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -8969219.000000 Penalty: 5339.086426
	Iteration 26Q: 3 clusters Score -8969219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8969261.000000 Penalty: 5339.086426
	Iteration 27Q: 3 clusters Score -8969261 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -8969308.000000 Penalty: 5339.086426
	Iteration 28Q: 3 clusters Score -8969308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -8969361.000000 Penalty: 5339.086426
	Iteration 29Q: 3 clusters Score -8969361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -8969363.000000 Penalty: 5339.086426
	Iteration 30Q: 3 clusters Score -8969363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -8969389.000000 Penalty: 5339.086426
	Iteration 31Q: 3 clusters Score -8969389 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -8969423.000000 Penalty: 5339.086426
	Iteration 32Q: 3 clusters Score -8969423 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8969450.000000 Penalty: 5339.086426
	Iteration 33Q: 3 clusters Score -8969450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -8969474.000000 Penalty: 5339.086426
	Iteration 34Q: 3 clusters Score -8969474 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -8969488.000000 Penalty: 5339.086426
	Iteration 35Q: 3 clusters Score -8969488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -8969527.000000 Penalty: 5339.086426
	Iteration 36Q: 3 clusters Score -8969527 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -8969579.000000 Penalty: 5339.086426
	Iteration 37Q: 3 clusters Score -8969579 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -8969638.000000 Penalty: 5339.086426
	Iteration 38Q: 3 clusters Score -8969638 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -8969665.000000 Penalty: 5339.086426
	Iteration 39Q: 3 clusters Score -8969665 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -8969660.000000 Penalty: 5339.086426
	Iteration 40F: 3 clusters Score -8969660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -8969667.000000 Penalty: 5339.086426
	Iteration 41Q: 3 clusters Score -8969667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39002 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8969689.000000 Penalty: 5339.086426
	Iteration 42Q: 3 clusters Score -8969689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -8969718.000000 Penalty: 5339.086426
	Iteration 43Q: 3 clusters Score -8969718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8969737.000000 Penalty: 5339.086426
	Iteration 44Q: 3 clusters Score -8969737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -8969737.000000 Penalty: 5339.086426
	Iteration 45Q: 3 clusters Score -8969737 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -8969762.000000 Penalty: 5339.086426
	Iteration 46Q: 3 clusters Score -8969762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -8969772.000000 Penalty: 5339.086426
	Iteration 47Q: 3 clusters Score -8969772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -8969785.000000 Penalty: 5339.086426
	Iteration 48Q: 3 clusters Score -8969785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8969796.000000 Penalty: 5339.086426
	Iteration 49Q: 3 clusters Score -8969796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -8969789.000000 Penalty: 5339.086426
	Iteration 50Q: 3 clusters Score -8969789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8969812.000000 Penalty: 5339.086426
	Iteration 51Q: 3 clusters Score -8969812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -8969805.000000 Penalty: 5339.086426
	Iteration 52Q: 3 clusters Score -8969805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8969798.000000 Penalty: 5339.086426
	Iteration 53Q: 3 clusters Score -8969798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8969804.000000 Penalty: 5339.086426
	Iteration 54Q: 3 clusters Score -8969804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -8969812.000000 Penalty: 5339.086426
	Iteration 55Q: 3 clusters Score -8969812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -8969806.000000 Penalty: 5339.086426
	Iteration 56Q: 3 clusters Score -8969806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -8969799.000000 Penalty: 5339.086426
	Iteration 57Q: 3 clusters Score -8969799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -8969797.000000 Penalty: 5339.086426
	Iteration 58Q: 3 clusters Score -8969797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8969797.000000 Penalty: 5339.086426
	Iteration 59Q: 3 clusters Score -8969797 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -8969814.000000 Penalty: 5339.086426
	Iteration 60F: 3 clusters Score -8969814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -8969815.000000 Penalty: 5339.086426
	Iteration 61Q: 3 clusters Score -8969815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -8969818.000000 Penalty: 5339.086426
	Iteration 62Q: 3 clusters Score -8969818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -8969813.000000 Penalty: 5339.086426
	Iteration 63Q: 3 clusters Score -8969813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -8969814.000000 Penalty: 5339.086426
	Iteration 64Q: 3 clusters Score -8969814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -8969820.000000 Penalty: 5339.086426
	Iteration 65Q: 3 clusters Score -8969820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8969816.000000 Penalty: 5339.086426
	Iteration 66Q: 3 clusters Score -8969816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -8969822.000000 Penalty: 5339.086426
	Iteration 67Q: 3 clusters Score -8969822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -8969819.000000 Penalty: 5339.086426
	Iteration 68Q: 3 clusters Score -8969819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8969821.000000 Penalty: 5339.086426
	Iteration 69Q: 3 clusters Score -8969821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8969817.000000 Penalty: 5339.086426
	Iteration 70Q: 3 clusters Score -8969817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8969817.000000 Penalty: 5339.086426
	Iteration 71F: 3 clusters Score -8969817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Entering Unmasked Estep 
Score: -6015555.000000 Penalty: 2573.662109
	Iteration 0F: 2 clusters Score -6015555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -5993655.000000 Penalty: 5147.324219
	Iteration 0F: 3 clusters Score -5993655 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -6001581.500000 Penalty: 5147.324219
	Iteration 1F: 3 clusters Score -6001582 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -6002075.000000 Penalty: 5147.324219
	Iteration 2Q: 3 clusters Score -6002075 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -6002644.000000 Penalty: 5147.324219
	Iteration 3Q: 3 clusters Score -6002644 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -6003299.000000 Penalty: 5147.324219
	Iteration 4Q: 3 clusters Score -6003299 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6004181.000000 Penalty: 5147.324219
	Iteration 5F: 3 clusters Score -6004181 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -6005351.500000 Penalty: 5147.324219
	Iteration 6F: 3 clusters Score -6005352 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -6006612.000000 Penalty: 5147.324219
	Iteration 7F: 3 clusters Score -6006612 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -6008198.500000 Penalty: 5147.324219
	Iteration 8F: 3 clusters Score -6008198 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -6009756.500000 Penalty: 5147.324219
	Iteration 9F: 3 clusters Score -6009756 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6010865.500000 Penalty: 5147.324219
	Iteration 10Q: 3 clusters Score -6010866 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6011506.000000 Penalty: 5147.324219
	Iteration 11Q: 3 clusters Score -6011506 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -6011802.000000 Penalty: 5147.324219
	Iteration 12Q: 3 clusters Score -6011802 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -6011998.000000 Penalty: 5147.324219
	Iteration 13Q: 3 clusters Score -6011998 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6012124.000000 Penalty: 5147.324219
	Iteration 14Q: 3 clusters Score -6012124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -6012225.000000 Penalty: 5147.324219
	Iteration 15Q: 3 clusters Score -6012225 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6012324.500000 Penalty: 5147.324219
	Iteration 16Q: 3 clusters Score -6012324 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6012405.000000 Penalty: 5147.324219
	Iteration 17Q: 3 clusters Score -6012405 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6012483.000000 Penalty: 5147.324219
	Iteration 18Q: 3 clusters Score -6012483 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -6012548.000000 Penalty: 5147.324219
	Iteration 19Q: 3 clusters Score -6012548 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6012622.500000 Penalty: 5147.324219
	Iteration 20F: 3 clusters Score -6012622 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -6012685.000000 Penalty: 5147.324219
	Iteration 21Q: 3 clusters Score -6012685 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6012746.000000 Penalty: 5147.324219
	Iteration 22Q: 3 clusters Score -6012746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -6012809.500000 Penalty: 5147.324219
	Iteration 23Q: 3 clusters Score -6012810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6012887.000000 Penalty: 5147.324219
	Iteration 24Q: 3 clusters Score -6012887 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6012931.500000 Penalty: 5147.324219
	Iteration 25Q: 3 clusters Score -6012932 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6012985.000000 Penalty: 5147.324219
	Iteration 26Q: 3 clusters Score -6012985 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -6013020.000000 Penalty: 5147.324219
	Iteration 27Q: 3 clusters Score -6013020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6013061.000000 Penalty: 5147.324219
	Iteration 28Q: 3 clusters Score -6013061 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -6013057.000000 Penalty: 5147.324219
	Iteration 29Q: 3 clusters Score -6013057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6013095.500000 Penalty: 5147.324219
	Iteration 30Q: 3 clusters Score -6013096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6013110.500000 Penalty: 5147.324219
	Iteration 31Q: 3 clusters Score -6013110 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -6013135.000000 Penalty: 5147.324219
	Iteration 32Q: 3 clusters Score -6013135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -6013176.000000 Penalty: 5147.324219
	Iteration 33Q: 3 clusters Score -6013176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6013187.000000 Penalty: 5147.324219
	Iteration 34Q: 3 clusters Score -6013187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6013209.500000 Penalty: 5147.324219
	Iteration 35Q: 3 clusters Score -6013210 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6013234.000000 Penalty: 5147.324219
	Iteration 36Q: 3 clusters Score -6013234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6013258.500000 Penalty: 5147.324219
	Iteration 37Q: 3 clusters Score -6013258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6013263.500000 Penalty: 5147.324219
	Iteration 38Q: 3 clusters Score -6013264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -6013275.500000 Penalty: 5147.324219
	Iteration 39Q: 3 clusters Score -6013276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6013276.000000 Penalty: 5147.324219
	Iteration 40F: 3 clusters Score -6013276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6013273.000000 Penalty: 5147.324219
	Iteration 41Q: 3 clusters Score -6013273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6013270.500000 Penalty: 5147.324219
	Iteration 42Q: 3 clusters Score -6013270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6013274.500000 Penalty: 5147.324219
	Iteration 43Q: 3 clusters Score -6013274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6013286.500000 Penalty: 5147.324219
	Iteration 44Q: 3 clusters Score -6013286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6013298.000000 Penalty: 5147.324219
	Iteration 45Q: 3 clusters Score -6013298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6013311.000000 Penalty: 5147.324219
	Iteration 46Q: 3 clusters Score -6013311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -6013318.500000 Penalty: 5147.324219
	Iteration 47Q: 3 clusters Score -6013318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6013328.000000 Penalty: 5147.324219
	Iteration 48Q: 3 clusters Score -6013328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6013340.500000 Penalty: 5147.324219
	Iteration 49Q: 3 clusters Score -6013340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6013353.000000 Penalty: 5147.324219
	Iteration 50Q: 3 clusters Score -6013353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6013349.500000 Penalty: 5147.324219
	Iteration 51Q: 3 clusters Score -6013350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -6013361.500000 Penalty: 5147.324219
	Iteration 52Q: 3 clusters Score -6013362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6013368.000000 Penalty: 5147.324219
	Iteration 53Q: 3 clusters Score -6013368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -6013366.500000 Penalty: 5147.324219
	Iteration 54Q: 3 clusters Score -6013366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6013374.500000 Penalty: 5147.324219
	Iteration 55Q: 3 clusters Score -6013374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6013363.500000 Penalty: 5147.324219
	Iteration 56Q: 3 clusters Score -6013364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6013375.000000 Penalty: 5147.324219
	Iteration 57Q: 3 clusters Score -6013375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6013381.500000 Penalty: 5147.324219
	Iteration 58Q: 3 clusters Score -6013382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6013387.500000 Penalty: 5147.324219
	Iteration 59Q: 3 clusters Score -6013388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6013396.000000 Penalty: 5147.324219
	Iteration 60F: 3 clusters Score -6013396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6013395.500000 Penalty: 5147.324219
	Iteration 61Q: 3 clusters Score -6013396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -6013395.000000 Penalty: 5147.324219
	Iteration 62Q: 3 clusters Score -6013395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6013396.500000 Penalty: 5147.324219
	Iteration 63Q: 3 clusters Score -6013396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6013401.000000 Penalty: 5147.324219
	Iteration 64Q: 3 clusters Score -6013401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6013400.000000 Penalty: 5147.324219
	Iteration 65Q: 3 clusters Score -6013400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6013403.000000 Penalty: 5147.324219
	Iteration 66Q: 3 clusters Score -6013403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6013408.000000 Penalty: 5147.324219
	Iteration 67Q: 3 clusters Score -6013408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6013409.000000 Penalty: 5147.324219
	Iteration 68Q: 3 clusters Score -6013409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6013408.000000 Penalty: 5147.324219
	Iteration 69Q: 3 clusters Score -6013408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6013416.500000 Penalty: 5147.324219
	Iteration 70Q: 3 clusters Score -6013416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6013408.000000 Penalty: 5147.324219
	Iteration 71Q: 3 clusters Score -6013408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6013410.000000 Penalty: 5147.324219
	Iteration 72Q: 3 clusters Score -6013410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6013413.000000 Penalty: 5147.324219
	Iteration 73Q: 3 clusters Score -6013413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6013416.000000 Penalty: 5147.324219
	Iteration 74Q: 3 clusters Score -6013416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6013416.000000 Penalty: 5147.324219
	Iteration 75Q: 3 clusters Score -6013416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6013415.500000 Penalty: 5147.324219
	Iteration 76Q: 3 clusters Score -6013416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6013422.000000 Penalty: 5147.324219
	Iteration 77Q: 3 clusters Score -6013422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6013422.000000 Penalty: 5147.324219
	Iteration 78F: 3 clusters Score -6013422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Entering Unmasked Estep 
Score: -8147317.000000 Penalty: 2649.269287
	Iteration 0F: 2 clusters Score -8147317 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 21725 members 
Entering Unmasked Estep 
Score: -8118736.500000 Penalty: 5298.538574
	Iteration 0F: 3 clusters Score -8118736 nChanged 20089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8130082.500000 Penalty: 5298.538574
	Iteration 1F: 3 clusters Score -8130082 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8130888.000000 Penalty: 5298.538574
	Iteration 2Q: 3 clusters Score -8130888 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -8131755.500000 Penalty: 5298.538574
	Iteration 3Q: 3 clusters Score -8131756 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -8132812.500000 Penalty: 5298.538574
	Iteration 4F: 3 clusters Score -8132812 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -8134212.000000 Penalty: 5298.538574
	Iteration 5F: 3 clusters Score -8134212 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -8135989.500000 Penalty: 5298.538574
	Iteration 6F: 3 clusters Score -8135990 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -8138165.000000 Penalty: 5298.538574
	Iteration 7F: 3 clusters Score -8138165 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32424 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -8140384.000000 Penalty: 5298.538574
	Iteration 8F: 3 clusters Score -8140384 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -8142164.000000 Penalty: 5298.538574
	Iteration 9Q: 3 clusters Score -8142164 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8143237.000000 Penalty: 5298.538574
	Iteration 10Q: 3 clusters Score -8143237 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -8143787.500000 Penalty: 5298.538574
	Iteration 11Q: 3 clusters Score -8143788 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -8144138.000000 Penalty: 5298.538574
	Iteration 12Q: 3 clusters Score -8144138 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -8144367.500000 Penalty: 5298.538574
	Iteration 13Q: 3 clusters Score -8144368 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -8144527.000000 Penalty: 5298.538574
	Iteration 14Q: 3 clusters Score -8144527 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -8144654.500000 Penalty: 5298.538574
	Iteration 15Q: 3 clusters Score -8144654 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -8144753.500000 Penalty: 5298.538574
	Iteration 16Q: 3 clusters Score -8144754 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8144885.000000 Penalty: 5298.538574
	Iteration 17Q: 3 clusters Score -8144885 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -8144995.000000 Penalty: 5298.538574
	Iteration 18Q: 3 clusters Score -8144995 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8145106.500000 Penalty: 5298.538574
	Iteration 19Q: 3 clusters Score -8145106 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8145253.000000 Penalty: 5298.538574
	Iteration 20F: 3 clusters Score -8145253 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8145336.500000 Penalty: 5298.538574
	Iteration 21Q: 3 clusters Score -8145336 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8145417.000000 Penalty: 5298.538574
	Iteration 22Q: 3 clusters Score -8145417 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8145477.000000 Penalty: 5298.538574
	Iteration 23Q: 3 clusters Score -8145477 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8145514.500000 Penalty: 5298.538574
	Iteration 24Q: 3 clusters Score -8145514 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8145539.500000 Penalty: 5298.538574
	Iteration 25Q: 3 clusters Score -8145540 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8145568.500000 Penalty: 5298.538574
	Iteration 26Q: 3 clusters Score -8145568 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8145582.000000 Penalty: 5298.538574
	Iteration 27Q: 3 clusters Score -8145582 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8145604.000000 Penalty: 5298.538574
	Iteration 28Q: 3 clusters Score -8145604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8145624.000000 Penalty: 5298.538574
	Iteration 29Q: 3 clusters Score -8145624 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8145607.000000 Penalty: 5298.538574
	Iteration 30Q: 3 clusters Score -8145607 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8145613.500000 Penalty: 5298.538574
	Iteration 31Q: 3 clusters Score -8145614 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8145613.500000 Penalty: 5298.538574
	Iteration 32Q: 3 clusters Score -8145614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8145635.000000 Penalty: 5298.538574
	Iteration 33Q: 3 clusters Score -8145635 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8145634.500000 Penalty: 5298.538574
	Iteration 34Q: 3 clusters Score -8145634 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8145621.000000 Penalty: 5298.538574
	Iteration 35Q: 3 clusters Score -8145621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8145649.500000 Penalty: 5298.538574
	Iteration 36Q: 3 clusters Score -8145650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8145652.500000 Penalty: 5298.538574
	Iteration 37Q: 3 clusters Score -8145652 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8145658.000000 Penalty: 5298.538574
	Iteration 38Q: 3 clusters Score -8145658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8145662.500000 Penalty: 5298.538574
	Iteration 39Q: 3 clusters Score -8145662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8145668.500000 Penalty: 5298.538574
	Iteration 40F: 3 clusters Score -8145668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -8145669.000000 Penalty: 5298.538574
	Iteration 41Q: 3 clusters Score -8145669 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8145661.500000 Penalty: 5298.538574
	Iteration 42Q: 3 clusters Score -8145662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8145648.000000 Penalty: 5298.538574
	Iteration 43Q: 3 clusters Score -8145648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8145651.000000 Penalty: 5298.538574
	Iteration 44Q: 3 clusters Score -8145651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8145652.000000 Penalty: 5298.538574
	Iteration 45Q: 3 clusters Score -8145652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8145647.000000 Penalty: 5298.538574
	Iteration 46Q: 3 clusters Score -8145647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8145647.500000 Penalty: 5298.538574
	Iteration 47Q: 3 clusters Score -8145648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8145652.000000 Penalty: 5298.538574
	Iteration 48Q: 3 clusters Score -8145652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8145652.500000 Penalty: 5298.538574
	Iteration 49Q: 3 clusters Score -8145652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8145645.000000 Penalty: 5298.538574
	Iteration 50Q: 3 clusters Score -8145645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8145649.000000 Penalty: 5298.538574
	Iteration 51Q: 3 clusters Score -8145649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8145650.500000 Penalty: 5298.538574
	Iteration 52Q: 3 clusters Score -8145650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8145640.500000 Penalty: 5298.538574
	Iteration 53Q: 3 clusters Score -8145640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8145642.000000 Penalty: 5298.538574
	Iteration 54Q: 3 clusters Score -8145642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8145636.000000 Penalty: 5298.538574
	Iteration 55Q: 3 clusters Score -8145636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8145633.000000 Penalty: 5298.538574
	Iteration 56Q: 3 clusters Score -8145633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8145634.000000 Penalty: 5298.538574
	Iteration 57Q: 3 clusters Score -8145634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8145634.000000 Penalty: 5298.538574
	Iteration 58F: 3 clusters Score -8145634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49315 members 
Entering Unmasked Estep 
Score: -9353335.000000 Penalty: 2679.884033
	Iteration 0F: 2 clusters Score -9353335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -9323773.000000 Penalty: 5359.768066
	Iteration 0F: 3 clusters Score -9323773 nChanged 22776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -9336597.000000 Penalty: 5359.768066
	Iteration 1F: 3 clusters Score -9336597 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -9337266.000000 Penalty: 5359.768066
	Iteration 2Q: 3 clusters Score -9337266 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -9338112.000000 Penalty: 5359.768066
	Iteration 3Q: 3 clusters Score -9338112 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -9339172.000000 Penalty: 5359.768066
	Iteration 4F: 3 clusters Score -9339172 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -9340667.000000 Penalty: 5359.768066
	Iteration 5F: 3 clusters Score -9340667 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -9342711.000000 Penalty: 5359.768066
	Iteration 6F: 3 clusters Score -9342711 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -9345311.000000 Penalty: 5359.768066
	Iteration 7F: 3 clusters Score -9345311 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -9347781.000000 Penalty: 5359.768066
	Iteration 8F: 3 clusters Score -9347781 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -9349528.000000 Penalty: 5359.768066
	Iteration 9F: 3 clusters Score -9349528 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9350386.000000 Penalty: 5359.768066
	Iteration 10Q: 3 clusters Score -9350386 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47577 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9350871.000000 Penalty: 5359.768066
	Iteration 11Q: 3 clusters Score -9350871 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -9351048.000000 Penalty: 5359.768066
	Iteration 12Q: 3 clusters Score -9351048 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9351195.000000 Penalty: 5359.768066
	Iteration 13Q: 3 clusters Score -9351195 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9351233.000000 Penalty: 5359.768066
	Iteration 14Q: 3 clusters Score -9351233 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9351262.000000 Penalty: 5359.768066
	Iteration 15Q: 3 clusters Score -9351262 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9351265.000000 Penalty: 5359.768066
	Iteration 16Q: 3 clusters Score -9351265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9351274.000000 Penalty: 5359.768066
	Iteration 17Q: 3 clusters Score -9351274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9351279.000000 Penalty: 5359.768066
	Iteration 18Q: 3 clusters Score -9351279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9351282.000000 Penalty: 5359.768066
	Iteration 19Q: 3 clusters Score -9351282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9351295.000000 Penalty: 5359.768066
	Iteration 20F: 3 clusters Score -9351295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9351299.000000 Penalty: 5359.768066
	Iteration 21Q: 3 clusters Score -9351299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9351299.000000 Penalty: 5359.768066
	Iteration 22Q: 3 clusters Score -9351299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9351315.000000 Penalty: 5359.768066
	Iteration 23Q: 3 clusters Score -9351315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9351314.000000 Penalty: 5359.768066
	Iteration 24Q: 3 clusters Score -9351314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9351316.000000 Penalty: 5359.768066
	Iteration 25Q: 3 clusters Score -9351316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -9351314.000000 Penalty: 5359.768066
	Iteration 26Q: 3 clusters Score -9351314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9351316.000000 Penalty: 5359.768066
	Iteration 27Q: 3 clusters Score -9351316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9351305.000000 Penalty: 5359.768066
	Iteration 28Q: 3 clusters Score -9351305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9351310.000000 Penalty: 5359.768066
	Iteration 29Q: 3 clusters Score -9351310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9351310.000000 Penalty: 5359.768066
	Iteration 30F: 3 clusters Score -9351310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Entering Unmasked Estep 
Score: -7585028.000000 Penalty: 2632.991943
	Iteration 0F: 2 clusters Score -7585028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7557598.000000 Penalty: 5265.983887
	Iteration 0F: 3 clusters Score -7557598 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -7567689.500000 Penalty: 5265.983887
	Iteration 1F: 3 clusters Score -7567690 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -7568165.500000 Penalty: 5265.983887
	Iteration 2Q: 3 clusters Score -7568166 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7568642.500000 Penalty: 5265.983887
	Iteration 3Q: 3 clusters Score -7568642 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -7569245.500000 Penalty: 5265.983887
	Iteration 4Q: 3 clusters Score -7569246 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7570168.000000 Penalty: 5265.983887
	Iteration 5Q: 3 clusters Score -7570168 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -7571529.500000 Penalty: 5265.983887
	Iteration 6F: 3 clusters Score -7571530 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7573688.000000 Penalty: 5265.983887
	Iteration 7F: 3 clusters Score -7573688 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -7576427.500000 Penalty: 5265.983887
	Iteration 8F: 3 clusters Score -7576428 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -7579102.500000 Penalty: 5265.983887
	Iteration 9F: 3 clusters Score -7579102 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -7581172.500000 Penalty: 5265.983887
	Iteration 10F: 3 clusters Score -7581172 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -7582283.500000 Penalty: 5265.983887
	Iteration 11Q: 3 clusters Score -7582284 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -7582795.000000 Penalty: 5265.983887
	Iteration 12Q: 3 clusters Score -7582795 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -7583062.500000 Penalty: 5265.983887
	Iteration 13Q: 3 clusters Score -7583062 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -7583245.000000 Penalty: 5265.983887
	Iteration 14Q: 3 clusters Score -7583245 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -7583351.000000 Penalty: 5265.983887
	Iteration 15Q: 3 clusters Score -7583351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -7583440.500000 Penalty: 5265.983887
	Iteration 16Q: 3 clusters Score -7583440 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -7583497.000000 Penalty: 5265.983887
	Iteration 17Q: 3 clusters Score -7583497 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -7583533.500000 Penalty: 5265.983887
	Iteration 18Q: 3 clusters Score -7583534 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -7583552.500000 Penalty: 5265.983887
	Iteration 19Q: 3 clusters Score -7583552 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -7583589.000000 Penalty: 5265.983887
	Iteration 20F: 3 clusters Score -7583589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -7583577.500000 Penalty: 5265.983887
	Iteration 21Q: 3 clusters Score -7583578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -7583582.500000 Penalty: 5265.983887
	Iteration 22Q: 3 clusters Score -7583582 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7583612.000000 Penalty: 5265.983887
	Iteration 23Q: 3 clusters Score -7583612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7583634.500000 Penalty: 5265.983887
	Iteration 24Q: 3 clusters Score -7583634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7583652.500000 Penalty: 5265.983887
	Iteration 25Q: 3 clusters Score -7583652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -7583683.500000 Penalty: 5265.983887
	Iteration 26Q: 3 clusters Score -7583684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7583687.500000 Penalty: 5265.983887
	Iteration 27Q: 3 clusters Score -7583688 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -7583702.000000 Penalty: 5265.983887
	Iteration 28Q: 3 clusters Score -7583702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -7583712.500000 Penalty: 5265.983887
	Iteration 29Q: 3 clusters Score -7583712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -7583719.500000 Penalty: 5265.983887
	Iteration 30Q: 3 clusters Score -7583720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7583726.000000 Penalty: 5265.983887
	Iteration 31Q: 3 clusters Score -7583726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7583719.500000 Penalty: 5265.983887
	Iteration 32Q: 3 clusters Score -7583720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -7583722.500000 Penalty: 5265.983887
	Iteration 33Q: 3 clusters Score -7583722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -7583727.000000 Penalty: 5265.983887
	Iteration 34Q: 3 clusters Score -7583727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -7583728.000000 Penalty: 5265.983887
	Iteration 35Q: 3 clusters Score -7583728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -7583730.500000 Penalty: 5265.983887
	Iteration 36Q: 3 clusters Score -7583730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7583734.000000 Penalty: 5265.983887
	Iteration 37Q: 3 clusters Score -7583734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -7583727.000000 Penalty: 5265.983887
	Iteration 38Q: 3 clusters Score -7583727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7583730.500000 Penalty: 5265.983887
	Iteration 39Q: 3 clusters Score -7583730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -7583730.500000 Penalty: 5265.983887
	Iteration 40F: 3 clusters Score -7583730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Entering Unmasked Estep 
Score: -9036059.000000 Penalty: 2674.093994
	Iteration 0F: 2 clusters Score -9036059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9006068.000000 Penalty: 5348.187988
	Iteration 0F: 3 clusters Score -9006068 nChanged 22259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -9018344.000000 Penalty: 5348.187988
	Iteration 1F: 3 clusters Score -9018344 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -9018911.000000 Penalty: 5348.187988
	Iteration 2Q: 3 clusters Score -9018911 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9019504.000000 Penalty: 5348.187988
	Iteration 3Q: 3 clusters Score -9019504 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -9020297.000000 Penalty: 5348.187988
	Iteration 4Q: 3 clusters Score -9020297 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -9021641.000000 Penalty: 5348.187988
	Iteration 5F: 3 clusters Score -9021641 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -9023570.000000 Penalty: 5348.187988
	Iteration 6F: 3 clusters Score -9023570 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9026376.000000 Penalty: 5348.187988
	Iteration 7F: 3 clusters Score -9026376 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -9029679.000000 Penalty: 5348.187988
	Iteration 8F: 3 clusters Score -9029679 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -9032325.000000 Penalty: 5348.187988
	Iteration 9F: 3 clusters Score -9032325 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -9033484.000000 Penalty: 5348.187988
	Iteration 10Q: 3 clusters Score -9033484 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -9033837.000000 Penalty: 5348.187988
	Iteration 11Q: 3 clusters Score -9033837 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9033944.000000 Penalty: 5348.187988
	Iteration 12Q: 3 clusters Score -9033944 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -9034011.000000 Penalty: 5348.187988
	Iteration 13Q: 3 clusters Score -9034011 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -9034052.000000 Penalty: 5348.187988
	Iteration 14Q: 3 clusters Score -9034052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -9034087.000000 Penalty: 5348.187988
	Iteration 15Q: 3 clusters Score -9034087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -9034095.000000 Penalty: 5348.187988
	Iteration 16Q: 3 clusters Score -9034095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -9034112.000000 Penalty: 5348.187988
	Iteration 17Q: 3 clusters Score -9034112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -9034130.000000 Penalty: 5348.187988
	Iteration 18Q: 3 clusters Score -9034130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -9034127.000000 Penalty: 5348.187988
	Iteration 19Q: 3 clusters Score -9034127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -9034127.000000 Penalty: 5348.187988
	Iteration 20F: 3 clusters Score -9034127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -9034126.000000 Penalty: 5348.187988
	Iteration 21Q: 3 clusters Score -9034126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9034136.000000 Penalty: 5348.187988
	Iteration 22Q: 3 clusters Score -9034136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9034141.000000 Penalty: 5348.187988
	Iteration 23Q: 3 clusters Score -9034141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9034146.000000 Penalty: 5348.187988
	Iteration 24Q: 3 clusters Score -9034146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -9034157.000000 Penalty: 5348.187988
	Iteration 25Q: 3 clusters Score -9034157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -9034153.000000 Penalty: 5348.187988
	Iteration 26Q: 3 clusters Score -9034153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -9034154.000000 Penalty: 5348.187988
	Iteration 27Q: 3 clusters Score -9034154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -9034150.000000 Penalty: 5348.187988
	Iteration 28Q: 3 clusters Score -9034150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -9034150.000000 Penalty: 5348.187988
	Iteration 29F: 3 clusters Score -9034150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Entering Unmasked Estep 
Score: -423715.062500 Penalty: 1933.013916
	Iteration 0F: 2 clusters Score -423715.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -420845.281250 Penalty: 3866.027832
	Iteration 0F: 3 clusters Score -420845.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -421971.156250 Penalty: 3866.027832
	Iteration 1F: 3 clusters Score -421971.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -422716.343750 Penalty: 3866.027832
	Iteration 2F: 3 clusters Score -422716.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -423144.343750 Penalty: 3866.027832
	Iteration 3F: 3 clusters Score -423144.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -423415.093750 Penalty: 3866.027832
	Iteration 4F: 3 clusters Score -423415.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -423585.968750 Penalty: 3866.027832
	Iteration 5Q: 3 clusters Score -423586 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -423693.406250 Penalty: 3866.027832
	Iteration 6Q: 3 clusters Score -423693.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -423815.156250 Penalty: 3866.027832
	Iteration 7Q: 3 clusters Score -423815.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -423929.625000 Penalty: 3866.027832
	Iteration 8Q: 3 clusters Score -423929.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -423995.906250 Penalty: 3866.027832
	Iteration 9Q: 3 clusters Score -423995.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -424024.656250 Penalty: 3866.027832
	Iteration 10Q: 3 clusters Score -424024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -424049.593750 Penalty: 3866.027832
	Iteration 11Q: 3 clusters Score -424049.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -424068.125000 Penalty: 3866.027832
	Iteration 12Q: 3 clusters Score -424068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -424076.843750 Penalty: 3866.027832
	Iteration 13Q: 3 clusters Score -424076.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -424084.625000 Penalty: 3866.027832
	Iteration 14Q: 3 clusters Score -424084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -424086.593750 Penalty: 3866.027832
	Iteration 15Q: 3 clusters Score -424086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -424086.593750 Penalty: 3866.027832
	Iteration 16F: 3 clusters Score -424086.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 47858 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47301 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 49315 members 
Mstep: Class 9 contains 40819 members 
Mstep: Class 10 contains 48177 members 
Mstep: Class 11 contains 2075 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44435 members 
Mstep: Class 14 contains 49302 members 
Mstep: Class 15 contains 43291 members 
Mstep: Class 16 contains 57903 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45500 members 
Mstep: Class 22 contains 24136 members 
Mstep: Class 23 contains 42664 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 49237 members 
Mstep: Class 28 contains 352 members 
Entering Unmasked Estep 
Score: -137101792.000000 Penalty: 93905.554688
Splitting cluster 11 changes total score from -137102976.000000 to -137101792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -250124.421875 Penalty: 1817.452515
	Iteration 0F: 2 clusters Score -250124.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -247844.468750 Penalty: 3634.905029
	Iteration 0F: 3 clusters Score -247844.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -248379.312500 Penalty: 3634.905029
	Iteration 1F: 3 clusters Score -248379.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -248602.437500 Penalty: 3634.905029
	Iteration 2F: 3 clusters Score -248602.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -248788.218750 Penalty: 3634.905029
	Iteration 3F: 3 clusters Score -248788.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -248952.875000 Penalty: 3634.905029
	Iteration 4F: 3 clusters Score -248952.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249074.984375 Penalty: 3634.905029
	Iteration 5Q: 3 clusters Score -249075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249185.875000 Penalty: 3634.905029
	Iteration 6Q: 3 clusters Score -249185.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -249279.703125 Penalty: 3634.905029
	Iteration 7Q: 3 clusters Score -249279.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249352.343750 Penalty: 3634.905029
	Iteration 8Q: 3 clusters Score -249352.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -249400.812500 Penalty: 3634.905029
	Iteration 9Q: 3 clusters Score -249400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249418.078125 Penalty: 3634.905029
	Iteration 10Q: 3 clusters Score -249418.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249431.671875 Penalty: 3634.905029
	Iteration 11Q: 3 clusters Score -249431.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -249448.218750 Penalty: 3634.905029
	Iteration 12Q: 3 clusters Score -249448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -249457.031250 Penalty: 3634.905029
	Iteration 13Q: 3 clusters Score -249457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -249466.640625 Penalty: 3634.905029
	Iteration 14Q: 3 clusters Score -249466.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249474.687500 Penalty: 3634.905029
	Iteration 15Q: 3 clusters Score -249474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -249479.703125 Penalty: 3634.905029
	Iteration 16Q: 3 clusters Score -249479.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -249485.078125 Penalty: 3634.905029
	Iteration 17Q: 3 clusters Score -249485.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -249490.781250 Penalty: 3634.905029
	Iteration 18Q: 3 clusters Score -249490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -249493.812500 Penalty: 3634.905029
	Iteration 19Q: 3 clusters Score -249493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -249494.328125 Penalty: 3634.905029
	Iteration 20F: 3 clusters Score -249494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -249496.593750 Penalty: 3634.905029
	Iteration 21Q: 3 clusters Score -249496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -249500.796875 Penalty: 3634.905029
	Iteration 22Q: 3 clusters Score -249500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -249506.890625 Penalty: 3634.905029
	Iteration 23Q: 3 clusters Score -249506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -249506.890625 Penalty: 3634.905029
	Iteration 24F: 3 clusters Score -249506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Entering Unmasked Estep 
Score: -8278914.500000 Penalty: 2654.042236
	Iteration 0F: 2 clusters Score -8278914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -8249872.000000 Penalty: 5308.084473
	Iteration 0F: 3 clusters Score -8249872 nChanged 20424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8261401.000000 Penalty: 5308.084473
	Iteration 1F: 3 clusters Score -8261401 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -8262050.500000 Penalty: 5308.084473
	Iteration 2Q: 3 clusters Score -8262050 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -8262763.000000 Penalty: 5308.084473
	Iteration 3Q: 3 clusters Score -8262763 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8263638.000000 Penalty: 5308.084473
	Iteration 4Q: 3 clusters Score -8263638 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8264589.500000 Penalty: 5308.084473
	Iteration 5Q: 3 clusters Score -8264590 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -8265651.500000 Penalty: 5308.084473
	Iteration 6F: 3 clusters Score -8265652 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -8266793.500000 Penalty: 5308.084473
	Iteration 7F: 3 clusters Score -8266794 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -8268070.500000 Penalty: 5308.084473
	Iteration 8F: 3 clusters Score -8268070 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -8269335.500000 Penalty: 5308.084473
	Iteration 9Q: 3 clusters Score -8269336 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -8270381.000000 Penalty: 5308.084473
	Iteration 10Q: 3 clusters Score -8270381 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -8271251.500000 Penalty: 5308.084473
	Iteration 11Q: 3 clusters Score -8271252 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8271740.000000 Penalty: 5308.084473
	Iteration 12Q: 3 clusters Score -8271740 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -8272119.500000 Penalty: 5308.084473
	Iteration 13Q: 3 clusters Score -8272120 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -8272323.500000 Penalty: 5308.084473
	Iteration 14Q: 3 clusters Score -8272324 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -8272539.000000 Penalty: 5308.084473
	Iteration 15Q: 3 clusters Score -8272539 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -8272743.500000 Penalty: 5308.084473
	Iteration 16Q: 3 clusters Score -8272744 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -8272957.000000 Penalty: 5308.084473
	Iteration 17Q: 3 clusters Score -8272957 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -8273098.500000 Penalty: 5308.084473
	Iteration 18Q: 3 clusters Score -8273098 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -8273317.500000 Penalty: 5308.084473
	Iteration 19Q: 3 clusters Score -8273318 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -8273493.500000 Penalty: 5308.084473
	Iteration 20F: 3 clusters Score -8273494 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -8273740.000000 Penalty: 5308.084473
	Iteration 21Q: 3 clusters Score -8273740 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -8274026.500000 Penalty: 5308.084473
	Iteration 22Q: 3 clusters Score -8274026 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -8274246.500000 Penalty: 5308.084473
	Iteration 23Q: 3 clusters Score -8274246 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -8274548.500000 Penalty: 5308.084473
	Iteration 24Q: 3 clusters Score -8274548 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -8274888.500000 Penalty: 5308.084473
	Iteration 25Q: 3 clusters Score -8274888 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -8275229.500000 Penalty: 5308.084473
	Iteration 26Q: 3 clusters Score -8275230 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -8275827.500000 Penalty: 5308.084473
	Iteration 27Q: 3 clusters Score -8275828 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -8276494.500000 Penalty: 5308.084473
	Iteration 28Q: 3 clusters Score -8276494 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -8276970.000000 Penalty: 5308.084473
	Iteration 29Q: 3 clusters Score -8276970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -8277233.000000 Penalty: 5308.084473
	Iteration 30Q: 3 clusters Score -8277233 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -8277382.500000 Penalty: 5308.084473
	Iteration 31Q: 3 clusters Score -8277382 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -8277500.500000 Penalty: 5308.084473
	Iteration 32Q: 3 clusters Score -8277500 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -8277555.000000 Penalty: 5308.084473
	Iteration 33Q: 3 clusters Score -8277555 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -8277593.500000 Penalty: 5308.084473
	Iteration 34Q: 3 clusters Score -8277594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -8277647.500000 Penalty: 5308.084473
	Iteration 35Q: 3 clusters Score -8277648 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -8277671.000000 Penalty: 5308.084473
	Iteration 36Q: 3 clusters Score -8277671 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -8277685.000000 Penalty: 5308.084473
	Iteration 37Q: 3 clusters Score -8277685 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8277739.500000 Penalty: 5308.084473
	Iteration 38Q: 3 clusters Score -8277740 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -8277747.000000 Penalty: 5308.084473
	Iteration 39Q: 3 clusters Score -8277747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8277795.500000 Penalty: 5308.084473
	Iteration 40F: 3 clusters Score -8277796 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -8277812.500000 Penalty: 5308.084473
	Iteration 41Q: 3 clusters Score -8277812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -8277823.000000 Penalty: 5308.084473
	Iteration 42Q: 3 clusters Score -8277823 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8277841.000000 Penalty: 5308.084473
	Iteration 43Q: 3 clusters Score -8277841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -8277847.000000 Penalty: 5308.084473
	Iteration 44Q: 3 clusters Score -8277847 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8277862.500000 Penalty: 5308.084473
	Iteration 45Q: 3 clusters Score -8277862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8277854.500000 Penalty: 5308.084473
	Iteration 46Q: 3 clusters Score -8277854 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8277851.500000 Penalty: 5308.084473
	Iteration 47Q: 3 clusters Score -8277852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8277858.000000 Penalty: 5308.084473
	Iteration 48Q: 3 clusters Score -8277858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8277854.500000 Penalty: 5308.084473
	Iteration 49Q: 3 clusters Score -8277854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8277866.500000 Penalty: 5308.084473
	Iteration 50Q: 3 clusters Score -8277866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -8277874.500000 Penalty: 5308.084473
	Iteration 51Q: 3 clusters Score -8277874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -8277891.000000 Penalty: 5308.084473
	Iteration 52Q: 3 clusters Score -8277891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -8277878.000000 Penalty: 5308.084473
	Iteration 53Q: 3 clusters Score -8277878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -8277895.500000 Penalty: 5308.084473
	Iteration 54Q: 3 clusters Score -8277896 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8277884.000000 Penalty: 5308.084473
	Iteration 55Q: 3 clusters Score -8277884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -8277900.500000 Penalty: 5308.084473
	Iteration 56Q: 3 clusters Score -8277900 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -8277900.000000 Penalty: 5308.084473
	Iteration 57Q: 3 clusters Score -8277900 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -8277893.000000 Penalty: 5308.084473
	Iteration 58Q: 3 clusters Score -8277893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -8277910.000000 Penalty: 5308.084473
	Iteration 59Q: 3 clusters Score -8277910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8277920.000000 Penalty: 5308.084473
	Iteration 60F: 3 clusters Score -8277920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -8277925.000000 Penalty: 5308.084473
	Iteration 61Q: 3 clusters Score -8277925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -8277951.500000 Penalty: 5308.084473
	Iteration 62Q: 3 clusters Score -8277952 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8277942.000000 Penalty: 5308.084473
	Iteration 63Q: 3 clusters Score -8277942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8277928.000000 Penalty: 5308.084473
	Iteration 64Q: 3 clusters Score -8277928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -8277917.500000 Penalty: 5308.084473
	Iteration 65Q: 3 clusters Score -8277918 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -8277924.000000 Penalty: 5308.084473
	Iteration 66Q: 3 clusters Score -8277924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -8277918.500000 Penalty: 5308.084473
	Iteration 67Q: 3 clusters Score -8277918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -8277927.500000 Penalty: 5308.084473
	Iteration 68Q: 3 clusters Score -8277928 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -8277928.500000 Penalty: 5308.084473
	Iteration 69Q: 3 clusters Score -8277928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -8277938.500000 Penalty: 5308.084473
	Iteration 70Q: 3 clusters Score -8277938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8277943.500000 Penalty: 5308.084473
	Iteration 71Q: 3 clusters Score -8277944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8277939.000000 Penalty: 5308.084473
	Iteration 72Q: 3 clusters Score -8277939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8277931.000000 Penalty: 5308.084473
	Iteration 73Q: 3 clusters Score -8277931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -8277936.000000 Penalty: 5308.084473
	Iteration 74Q: 3 clusters Score -8277936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -8277932.500000 Penalty: 5308.084473
	Iteration 75Q: 3 clusters Score -8277932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -8277931.500000 Penalty: 5308.084473
	Iteration 76Q: 3 clusters Score -8277932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -8277930.000000 Penalty: 5308.084473
	Iteration 77Q: 3 clusters Score -8277930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -8277936.000000 Penalty: 5308.084473
	Iteration 78Q: 3 clusters Score -8277936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -8277931.000000 Penalty: 5308.084473
	Iteration 79Q: 3 clusters Score -8277931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -8277943.500000 Penalty: 5308.084473
	Iteration 80F: 3 clusters Score -8277944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8277943.500000 Penalty: 5308.084473
	Iteration 81Q: 3 clusters Score -8277944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8277942.000000 Penalty: 5308.084473
	Iteration 82Q: 3 clusters Score -8277942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -8277943.500000 Penalty: 5308.084473
	Iteration 83Q: 3 clusters Score -8277944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -8277942.000000 Penalty: 5308.084473
	Iteration 84Q: 3 clusters Score -8277942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8277939.000000 Penalty: 5308.084473
	Iteration 85Q: 3 clusters Score -8277939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8277939.000000 Penalty: 5308.084473
	Iteration 86F: 3 clusters Score -8277939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49302 members 
Entering Unmasked Estep 
Score: -9197775.000000 Penalty: 2679.818604
	Iteration 0F: 2 clusters Score -9197775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -9167990.000000 Penalty: 5359.637207
	Iteration 0F: 3 clusters Score -9167990 nChanged 22823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -9181283.000000 Penalty: 5359.637207
	Iteration 1F: 3 clusters Score -9181283 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -9183416.000000 Penalty: 5359.637207
	Iteration 2F: 3 clusters Score -9183416 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -9186490.000000 Penalty: 5359.637207
	Iteration 3F: 3 clusters Score -9186490 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -9190093.000000 Penalty: 5359.637207
	Iteration 4F: 3 clusters Score -9190093 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -9193736.000000 Penalty: 5359.637207
	Iteration 5F: 3 clusters Score -9193736 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -9196613.000000 Penalty: 5359.637207
	Iteration 6F: 3 clusters Score -9196613 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -9198690.000000 Penalty: 5359.637207
	Iteration 7F: 3 clusters Score -9198690 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -9199997.000000 Penalty: 5359.637207
	Iteration 8Q: 3 clusters Score -9199997 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41571 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9200690.000000 Penalty: 5359.637207
	Iteration 9Q: 3 clusters Score -9200690 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -9200885.000000 Penalty: 5359.637207
	Iteration 10Q: 3 clusters Score -9200885 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -9200992.000000 Penalty: 5359.637207
	Iteration 11Q: 3 clusters Score -9200992 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -9200985.000000 Penalty: 5359.637207
	Iteration 12Q: 3 clusters Score -9200985 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -9200933.000000 Penalty: 5359.637207
	Iteration 13Q: 3 clusters Score -9200933 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -9200911.000000 Penalty: 5359.637207
	Iteration 14Q: 3 clusters Score -9200911 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -9200879.000000 Penalty: 5359.637207
	Iteration 15Q: 3 clusters Score -9200879 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -9200840.000000 Penalty: 5359.637207
	Iteration 16Q: 3 clusters Score -9200840 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -9200782.000000 Penalty: 5359.637207
	Iteration 17Q: 3 clusters Score -9200782 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -9200743.000000 Penalty: 5359.637207
	Iteration 18Q: 3 clusters Score -9200743 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -9200720.000000 Penalty: 5359.637207
	Iteration 19Q: 3 clusters Score -9200720 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45788 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -9200710.000000 Penalty: 5359.637207
	Iteration 20F: 3 clusters Score -9200710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -9200701.000000 Penalty: 5359.637207
	Iteration 21Q: 3 clusters Score -9200701 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9200687.000000 Penalty: 5359.637207
	Iteration 22Q: 3 clusters Score -9200687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9200679.000000 Penalty: 5359.637207
	Iteration 23Q: 3 clusters Score -9200679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -9200667.000000 Penalty: 5359.637207
	Iteration 24Q: 3 clusters Score -9200667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46006 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9200685.000000 Penalty: 5359.637207
	Iteration 25Q: 3 clusters Score -9200685 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -9200645.000000 Penalty: 5359.637207
	Iteration 26Q: 3 clusters Score -9200645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9200637.000000 Penalty: 5359.637207
	Iteration 27Q: 3 clusters Score -9200637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -9200639.000000 Penalty: 5359.637207
	Iteration 28Q: 3 clusters Score -9200639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9200630.000000 Penalty: 5359.637207
	Iteration 29Q: 3 clusters Score -9200630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9200633.000000 Penalty: 5359.637207
	Iteration 30Q: 3 clusters Score -9200633 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9200653.000000 Penalty: 5359.637207
	Iteration 31Q: 3 clusters Score -9200653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9200653.000000 Penalty: 5359.637207
	Iteration 32Q: 3 clusters Score -9200653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9200657.000000 Penalty: 5359.637207
	Iteration 33Q: 3 clusters Score -9200657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9200650.000000 Penalty: 5359.637207
	Iteration 34Q: 3 clusters Score -9200650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9200649.000000 Penalty: 5359.637207
	Iteration 35Q: 3 clusters Score -9200649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9200648.000000 Penalty: 5359.637207
	Iteration 36Q: 3 clusters Score -9200648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -9200650.000000 Penalty: 5359.637207
	Iteration 37Q: 3 clusters Score -9200650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -9200645.000000 Penalty: 5359.637207
	Iteration 38Q: 3 clusters Score -9200645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9200651.000000 Penalty: 5359.637207
	Iteration 39Q: 3 clusters Score -9200651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -9200644.000000 Penalty: 5359.637207
	Iteration 40F: 3 clusters Score -9200644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9200642.000000 Penalty: 5359.637207
	Iteration 41Q: 3 clusters Score -9200642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -9200642.000000 Penalty: 5359.637207
	Iteration 42F: 3 clusters Score -9200642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 47858 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47301 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 49315 members 
Mstep: Class 9 contains 40819 members 
Mstep: Class 10 contains 48177 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44435 members 
Mstep: Class 14 contains 46039 members 
Mstep: Class 15 contains 43291 members 
Mstep: Class 16 contains 57903 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45500 members 
Mstep: Class 22 contains 24136 members 
Mstep: Class 23 contains 42664 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 2529 members 
Mstep: Class 27 contains 49237 members 
Mstep: Class 28 contains 3263 members 
Entering Unmasked Estep 
Score: -137105264.000000 Penalty: 93905.554688
Splitting cluster 14 changes total score from -137102976.000000 to -137105264.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 15 (43291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Entering Unmasked Estep 
Score: -8017625.000000 Penalty: 2647.573730
	Iteration 0F: 2 clusters Score -8017625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -7988581.500000 Penalty: 5295.147461
	Iteration 0F: 3 clusters Score -7988582 nChanged 19851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -7999593.000000 Penalty: 5295.147461
	Iteration 1F: 3 clusters Score -7999593 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8000242.000000 Penalty: 5295.147461
	Iteration 2Q: 3 clusters Score -8000242 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -8001063.500000 Penalty: 5295.147461
	Iteration 3Q: 3 clusters Score -8001064 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8002003.500000 Penalty: 5295.147461
	Iteration 4Q: 3 clusters Score -8002004 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8003137.000000 Penalty: 5295.147461
	Iteration 5Q: 3 clusters Score -8003137 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -8004462.500000 Penalty: 5295.147461
	Iteration 6F: 3 clusters Score -8004462 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -8005642.500000 Penalty: 5295.147461
	Iteration 7F: 3 clusters Score -8005642 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -8006950.000000 Penalty: 5295.147461
	Iteration 8F: 3 clusters Score -8006950 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -8008096.500000 Penalty: 5295.147461
	Iteration 9Q: 3 clusters Score -8008096 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -8009051.500000 Penalty: 5295.147461
	Iteration 10Q: 3 clusters Score -8009052 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -8009850.500000 Penalty: 5295.147461
	Iteration 11Q: 3 clusters Score -8009850 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -8010231.500000 Penalty: 5295.147461
	Iteration 12Q: 3 clusters Score -8010232 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -8010483.000000 Penalty: 5295.147461
	Iteration 13Q: 3 clusters Score -8010483 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -8010575.000000 Penalty: 5295.147461
	Iteration 14Q: 3 clusters Score -8010575 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -8010676.500000 Penalty: 5295.147461
	Iteration 15Q: 3 clusters Score -8010676 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8010708.000000 Penalty: 5295.147461
	Iteration 16Q: 3 clusters Score -8010708 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -8010753.000000 Penalty: 5295.147461
	Iteration 17Q: 3 clusters Score -8010753 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -8010791.500000 Penalty: 5295.147461
	Iteration 18Q: 3 clusters Score -8010792 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -8010852.500000 Penalty: 5295.147461
	Iteration 19Q: 3 clusters Score -8010852 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8010941.000000 Penalty: 5295.147461
	Iteration 20F: 3 clusters Score -8010941 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8010986.000000 Penalty: 5295.147461
	Iteration 21Q: 3 clusters Score -8010986 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8011030.500000 Penalty: 5295.147461
	Iteration 22Q: 3 clusters Score -8011030 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8011108.500000 Penalty: 5295.147461
	Iteration 23Q: 3 clusters Score -8011108 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8011202.500000 Penalty: 5295.147461
	Iteration 24Q: 3 clusters Score -8011202 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8011314.500000 Penalty: 5295.147461
	Iteration 25Q: 3 clusters Score -8011314 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -8011366.500000 Penalty: 5295.147461
	Iteration 26Q: 3 clusters Score -8011366 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -8011452.500000 Penalty: 5295.147461
	Iteration 27Q: 3 clusters Score -8011452 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -8011584.000000 Penalty: 5295.147461
	Iteration 28Q: 3 clusters Score -8011584 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8011753.000000 Penalty: 5295.147461
	Iteration 29Q: 3 clusters Score -8011753 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -8011885.000000 Penalty: 5295.147461
	Iteration 30Q: 3 clusters Score -8011885 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -8011983.500000 Penalty: 5295.147461
	Iteration 31Q: 3 clusters Score -8011984 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -8012111.000000 Penalty: 5295.147461
	Iteration 32Q: 3 clusters Score -8012111 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -8012202.000000 Penalty: 5295.147461
	Iteration 33Q: 3 clusters Score -8012202 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -8012320.500000 Penalty: 5295.147461
	Iteration 34Q: 3 clusters Score -8012320 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -8012425.500000 Penalty: 5295.147461
	Iteration 35Q: 3 clusters Score -8012426 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -8012541.500000 Penalty: 5295.147461
	Iteration 36Q: 3 clusters Score -8012542 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -8012657.500000 Penalty: 5295.147461
	Iteration 37Q: 3 clusters Score -8012658 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -8012769.500000 Penalty: 5295.147461
	Iteration 38Q: 3 clusters Score -8012770 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -8012891.000000 Penalty: 5295.147461
	Iteration 39Q: 3 clusters Score -8012891 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -8012982.000000 Penalty: 5295.147461
	Iteration 40F: 3 clusters Score -8012982 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -8013101.500000 Penalty: 5295.147461
	Iteration 41Q: 3 clusters Score -8013102 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -8013196.000000 Penalty: 5295.147461
	Iteration 42Q: 3 clusters Score -8013196 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -8013284.000000 Penalty: 5295.147461
	Iteration 43Q: 3 clusters Score -8013284 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -8013350.000000 Penalty: 5295.147461
	Iteration 44Q: 3 clusters Score -8013350 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -8013459.000000 Penalty: 5295.147461
	Iteration 45Q: 3 clusters Score -8013459 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -8013576.000000 Penalty: 5295.147461
	Iteration 46Q: 3 clusters Score -8013576 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -8013699.000000 Penalty: 5295.147461
	Iteration 47Q: 3 clusters Score -8013699 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -8013807.000000 Penalty: 5295.147461
	Iteration 48Q: 3 clusters Score -8013807 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -8013863.500000 Penalty: 5295.147461
	Iteration 49Q: 3 clusters Score -8013864 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -8013980.000000 Penalty: 5295.147461
	Iteration 50Q: 3 clusters Score -8013980 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -8014073.000000 Penalty: 5295.147461
	Iteration 51Q: 3 clusters Score -8014073 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -8014167.000000 Penalty: 5295.147461
	Iteration 52Q: 3 clusters Score -8014167 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8014263.000000 Penalty: 5295.147461
	Iteration 53Q: 3 clusters Score -8014263 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -8014359.500000 Penalty: 5295.147461
	Iteration 54Q: 3 clusters Score -8014360 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -8014447.500000 Penalty: 5295.147461
	Iteration 55Q: 3 clusters Score -8014448 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -8014524.000000 Penalty: 5295.147461
	Iteration 56Q: 3 clusters Score -8014524 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -8014584.500000 Penalty: 5295.147461
	Iteration 57Q: 3 clusters Score -8014584 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -8014654.000000 Penalty: 5295.147461
	Iteration 58Q: 3 clusters Score -8014654 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -8014736.500000 Penalty: 5295.147461
	Iteration 59Q: 3 clusters Score -8014736 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -8014807.500000 Penalty: 5295.147461
	Iteration 60F: 3 clusters Score -8014808 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -8014858.500000 Penalty: 5295.147461
	Iteration 61Q: 3 clusters Score -8014858 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8014904.500000 Penalty: 5295.147461
	Iteration 62Q: 3 clusters Score -8014904 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8014947.500000 Penalty: 5295.147461
	Iteration 63Q: 3 clusters Score -8014948 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -8015014.000000 Penalty: 5295.147461
	Iteration 64Q: 3 clusters Score -8015014 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -8015069.500000 Penalty: 5295.147461
	Iteration 65Q: 3 clusters Score -8015070 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -8015136.000000 Penalty: 5295.147461
	Iteration 66Q: 3 clusters Score -8015136 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8015183.500000 Penalty: 5295.147461
	Iteration 67Q: 3 clusters Score -8015184 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -8015238.000000 Penalty: 5295.147461
	Iteration 68Q: 3 clusters Score -8015238 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -8015273.500000 Penalty: 5295.147461
	Iteration 69Q: 3 clusters Score -8015274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8015313.000000 Penalty: 5295.147461
	Iteration 70Q: 3 clusters Score -8015313 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8015339.000000 Penalty: 5295.147461
	Iteration 71Q: 3 clusters Score -8015339 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8015391.000000 Penalty: 5295.147461
	Iteration 72Q: 3 clusters Score -8015391 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8015407.500000 Penalty: 5295.147461
	Iteration 73Q: 3 clusters Score -8015408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -8015431.000000 Penalty: 5295.147461
	Iteration 74Q: 3 clusters Score -8015431 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -8015471.000000 Penalty: 5295.147461
	Iteration 75Q: 3 clusters Score -8015471 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -8015501.000000 Penalty: 5295.147461
	Iteration 76Q: 3 clusters Score -8015501 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8015519.000000 Penalty: 5295.147461
	Iteration 77Q: 3 clusters Score -8015519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -8015539.500000 Penalty: 5295.147461
	Iteration 78Q: 3 clusters Score -8015540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8015558.000000 Penalty: 5295.147461
	Iteration 79Q: 3 clusters Score -8015558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8015567.000000 Penalty: 5295.147461
	Iteration 80F: 3 clusters Score -8015567 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8015573.500000 Penalty: 5295.147461
	Iteration 81Q: 3 clusters Score -8015574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8015598.500000 Penalty: 5295.147461
	Iteration 82Q: 3 clusters Score -8015598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -8015604.000000 Penalty: 5295.147461
	Iteration 83Q: 3 clusters Score -8015604 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8015619.000000 Penalty: 5295.147461
	Iteration 84Q: 3 clusters Score -8015619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8015651.500000 Penalty: 5295.147461
	Iteration 85Q: 3 clusters Score -8015652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8015651.000000 Penalty: 5295.147461
	Iteration 86Q: 3 clusters Score -8015651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8015655.000000 Penalty: 5295.147461
	Iteration 87Q: 3 clusters Score -8015655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -8015666.500000 Penalty: 5295.147461
	Iteration 88Q: 3 clusters Score -8015666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -8015665.000000 Penalty: 5295.147461
	Iteration 89Q: 3 clusters Score -8015665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -8015675.500000 Penalty: 5295.147461
	Iteration 90Q: 3 clusters Score -8015676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8015703.000000 Penalty: 5295.147461
	Iteration 91Q: 3 clusters Score -8015703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8015694.500000 Penalty: 5295.147461
	Iteration 92Q: 3 clusters Score -8015694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8015700.500000 Penalty: 5295.147461
	Iteration 93Q: 3 clusters Score -8015700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8015694.500000 Penalty: 5295.147461
	Iteration 94Q: 3 clusters Score -8015694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8015695.500000 Penalty: 5295.147461
	Iteration 95Q: 3 clusters Score -8015696 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -8015708.500000 Penalty: 5295.147461
	Iteration 96Q: 3 clusters Score -8015708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -8015728.000000 Penalty: 5295.147461
	Iteration 97Q: 3 clusters Score -8015728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8015717.500000 Penalty: 5295.147461
	Iteration 98Q: 3 clusters Score -8015718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -8015719.500000 Penalty: 5295.147461
	Iteration 99Q: 3 clusters Score -8015720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8015725.000000 Penalty: 5295.147461
	Iteration 100F: 3 clusters Score -8015725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8015734.500000 Penalty: 5295.147461
	Iteration 101Q: 3 clusters Score -8015734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8015734.000000 Penalty: 5295.147461
	Iteration 102Q: 3 clusters Score -8015734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8015733.000000 Penalty: 5295.147461
	Iteration 103Q: 3 clusters Score -8015733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8015733.500000 Penalty: 5295.147461
	Iteration 104Q: 3 clusters Score -8015734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8015741.500000 Penalty: 5295.147461
	Iteration 105Q: 3 clusters Score -8015742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -8015741.500000 Penalty: 5295.147461
	Iteration 106Q: 3 clusters Score -8015742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -8015749.000000 Penalty: 5295.147461
	Iteration 107Q: 3 clusters Score -8015749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -8015748.500000 Penalty: 5295.147461
	Iteration 108Q: 3 clusters Score -8015748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -8015743.500000 Penalty: 5295.147461
	Iteration 109Q: 3 clusters Score -8015744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8015740.500000 Penalty: 5295.147461
	Iteration 110Q: 3 clusters Score -8015740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -8015734.500000 Penalty: 5295.147461
	Iteration 111Q: 3 clusters Score -8015734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8015758.000000 Penalty: 5295.147461
	Iteration 112Q: 3 clusters Score -8015758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8015747.500000 Penalty: 5295.147461
	Iteration 113Q: 3 clusters Score -8015748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8015757.000000 Penalty: 5295.147461
	Iteration 114Q: 3 clusters Score -8015757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8015762.500000 Penalty: 5295.147461
	Iteration 115Q: 3 clusters Score -8015762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39244 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -8015753.500000 Penalty: 5295.147461
	Iteration 116Q: 3 clusters Score -8015754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -8015752.000000 Penalty: 5295.147461
	Iteration 117Q: 3 clusters Score -8015752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8015750.500000 Penalty: 5295.147461
	Iteration 118Q: 3 clusters Score -8015750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8015748.500000 Penalty: 5295.147461
	Iteration 119Q: 3 clusters Score -8015748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8015751.500000 Penalty: 5295.147461
	Iteration 120F: 3 clusters Score -8015752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8015747.500000 Penalty: 5295.147461
	Iteration 121Q: 3 clusters Score -8015748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -8015752.000000 Penalty: 5295.147461
	Iteration 122Q: 3 clusters Score -8015752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -8015757.500000 Penalty: 5295.147461
	Iteration 123Q: 3 clusters Score -8015758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8015756.000000 Penalty: 5295.147461
	Iteration 124Q: 3 clusters Score -8015756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8015758.000000 Penalty: 5295.147461
	Iteration 125Q: 3 clusters Score -8015758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8015752.000000 Penalty: 5295.147461
	Iteration 126Q: 3 clusters Score -8015752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -8015765.000000 Penalty: 5295.147461
	Iteration 127Q: 3 clusters Score -8015765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -8015762.000000 Penalty: 5295.147461
	Iteration 128Q: 3 clusters Score -8015762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8015773.000000 Penalty: 5295.147461
	Iteration 129Q: 3 clusters Score -8015773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8015775.500000 Penalty: 5295.147461
	Iteration 130Q: 3 clusters Score -8015776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8015776.000000 Penalty: 5295.147461
	Iteration 131Q: 3 clusters Score -8015776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8015769.500000 Penalty: 5295.147461
	Iteration 132Q: 3 clusters Score -8015770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8015775.500000 Penalty: 5295.147461
	Iteration 133Q: 3 clusters Score -8015776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -8015761.500000 Penalty: 5295.147461
	Iteration 134Q: 3 clusters Score -8015762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8015764.000000 Penalty: 5295.147461
	Iteration 135Q: 3 clusters Score -8015764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8015767.500000 Penalty: 5295.147461
	Iteration 136Q: 3 clusters Score -8015768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8015770.500000 Penalty: 5295.147461
	Iteration 137Q: 3 clusters Score -8015770 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8015762.500000 Penalty: 5295.147461
	Iteration 138Q: 3 clusters Score -8015762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8015771.500000 Penalty: 5295.147461
	Iteration 139Q: 3 clusters Score -8015772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8015777.500000 Penalty: 5295.147461
	Iteration 140F: 3 clusters Score -8015778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8015782.500000 Penalty: 5295.147461
	Iteration 141Q: 3 clusters Score -8015782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8015777.000000 Penalty: 5295.147461
	Iteration 142Q: 3 clusters Score -8015777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -8015776.000000 Penalty: 5295.147461
	Iteration 143Q: 3 clusters Score -8015776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8015780.500000 Penalty: 5295.147461
	Iteration 144Q: 3 clusters Score -8015780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8015780.500000 Penalty: 5295.147461
	Iteration 145Q: 3 clusters Score -8015780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8015779.500000 Penalty: 5295.147461
	Iteration 146Q: 3 clusters Score -8015780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -8015777.000000 Penalty: 5295.147461
	Iteration 147Q: 3 clusters Score -8015777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8015783.000000 Penalty: 5295.147461
	Iteration 148Q: 3 clusters Score -8015783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -8015796.500000 Penalty: 5295.147461
	Iteration 149Q: 3 clusters Score -8015796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8015795.000000 Penalty: 5295.147461
	Iteration 150Q: 3 clusters Score -8015795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8015793.500000 Penalty: 5295.147461
	Iteration 151Q: 3 clusters Score -8015794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -8015792.500000 Penalty: 5295.147461
	Iteration 152Q: 3 clusters Score -8015792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8015792.000000 Penalty: 5295.147461
	Iteration 153Q: 3 clusters Score -8015792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8015795.500000 Penalty: 5295.147461
	Iteration 154Q: 3 clusters Score -8015796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8015799.500000 Penalty: 5295.147461
	Iteration 155Q: 3 clusters Score -8015800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8015801.500000 Penalty: 5295.147461
	Iteration 156Q: 3 clusters Score -8015802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8015816.000000 Penalty: 5295.147461
	Iteration 157Q: 3 clusters Score -8015816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -8015805.500000 Penalty: 5295.147461
	Iteration 158Q: 3 clusters Score -8015806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8015811.500000 Penalty: 5295.147461
	Iteration 159Q: 3 clusters Score -8015812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8015822.500000 Penalty: 5295.147461
	Iteration 160F: 3 clusters Score -8015822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8015815.500000 Penalty: 5295.147461
	Iteration 161Q: 3 clusters Score -8015816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8015823.000000 Penalty: 5295.147461
	Iteration 162Q: 3 clusters Score -8015823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -8015818.500000 Penalty: 5295.147461
	Iteration 163Q: 3 clusters Score -8015818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -8015820.000000 Penalty: 5295.147461
	Iteration 164Q: 3 clusters Score -8015820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -8015828.000000 Penalty: 5295.147461
	Iteration 165Q: 3 clusters Score -8015828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8015823.000000 Penalty: 5295.147461
	Iteration 166Q: 3 clusters Score -8015823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -8015818.500000 Penalty: 5295.147461
	Iteration 167Q: 3 clusters Score -8015818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8015820.500000 Penalty: 5295.147461
	Iteration 168Q: 3 clusters Score -8015820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8015828.000000 Penalty: 5295.147461
	Iteration 169Q: 3 clusters Score -8015828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -8015819.000000 Penalty: 5295.147461
	Iteration 170Q: 3 clusters Score -8015819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8015821.000000 Penalty: 5295.147461
	Iteration 171Q: 3 clusters Score -8015821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -8015819.000000 Penalty: 5295.147461
	Iteration 172Q: 3 clusters Score -8015819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -8015825.000000 Penalty: 5295.147461
	Iteration 173Q: 3 clusters Score -8015825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8015824.000000 Penalty: 5295.147461
	Iteration 174Q: 3 clusters Score -8015824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8015824.500000 Penalty: 5295.147461
	Iteration 175Q: 3 clusters Score -8015824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8015829.500000 Penalty: 5295.147461
	Iteration 176Q: 3 clusters Score -8015830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8015829.500000 Penalty: 5295.147461
	Iteration 177Q: 3 clusters Score -8015830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8015831.500000 Penalty: 5295.147461
	Iteration 178Q: 3 clusters Score -8015832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8015831.500000 Penalty: 5295.147461
	Iteration 179F: 3 clusters Score -8015832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57903 members 
Entering Unmasked Estep 
Score: -10874121.000000 Penalty: 2719.697998
	Iteration 0F: 2 clusters Score -1.087412e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -10843429.000000 Penalty: 5439.395996
	Iteration 0F: 3 clusters Score -1.084343e+07 nChanged 26909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10858191.000000 Penalty: 5439.395996
	Iteration 1F: 3 clusters Score -1.085819e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -10858752.000000 Penalty: 5439.395996
	Iteration 2Q: 3 clusters Score -1.085875e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -10859301.000000 Penalty: 5439.395996
	Iteration 3Q: 3 clusters Score -1.08593e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -10859834.000000 Penalty: 5439.395996
	Iteration 4Q: 3 clusters Score -1.085983e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -10860501.000000 Penalty: 5439.395996
	Iteration 5Q: 3 clusters Score -1.08605e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -10861350.000000 Penalty: 5439.395996
	Iteration 6Q: 3 clusters Score -1.086135e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -10862525.000000 Penalty: 5439.395996
	Iteration 7Q: 3 clusters Score -1.086252e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -10864433.000000 Penalty: 5439.395996
	Iteration 8F: 3 clusters Score -1.086443e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -10866469.000000 Penalty: 5439.395996
	Iteration 9F: 3 clusters Score -1.086647e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -10868072.000000 Penalty: 5439.395996
	Iteration 10F: 3 clusters Score -1.086807e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50451 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -10869759.000000 Penalty: 5439.395996
	Iteration 11Q: 3 clusters Score -1.086976e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -10870622.000000 Penalty: 5439.395996
	Iteration 12Q: 3 clusters Score -1.087062e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53720 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -10870963.000000 Penalty: 5439.395996
	Iteration 13Q: 3 clusters Score -1.087096e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -10871273.000000 Penalty: 5439.395996
	Iteration 14Q: 3 clusters Score -1.087127e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -10871469.000000 Penalty: 5439.395996
	Iteration 15Q: 3 clusters Score -1.087147e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55562 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -10871589.000000 Penalty: 5439.395996
	Iteration 16Q: 3 clusters Score -1.087159e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10871742.000000 Penalty: 5439.395996
	Iteration 17Q: 3 clusters Score -1.087174e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56121 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -10871784.000000 Penalty: 5439.395996
	Iteration 18Q: 3 clusters Score -1.087178e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -10871907.000000 Penalty: 5439.395996
	Iteration 19Q: 3 clusters Score -1.087191e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -10871987.000000 Penalty: 5439.395996
	Iteration 20F: 3 clusters Score -1.087199e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -10871987.000000 Penalty: 5439.395996
	Iteration 21Q: 3 clusters Score -1.087199e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56596 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10872022.000000 Penalty: 5439.395996
	Iteration 22Q: 3 clusters Score -1.087202e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -10872044.000000 Penalty: 5439.395996
	Iteration 23Q: 3 clusters Score -1.087204e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -10872051.000000 Penalty: 5439.395996
	Iteration 24Q: 3 clusters Score -1.087205e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10872078.000000 Penalty: 5439.395996
	Iteration 25Q: 3 clusters Score -1.087208e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56766 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10872104.000000 Penalty: 5439.395996
	Iteration 26Q: 3 clusters Score -1.08721e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56801 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -10872100.000000 Penalty: 5439.395996
	Iteration 27Q: 3 clusters Score -1.08721e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -10872112.000000 Penalty: 5439.395996
	Iteration 28Q: 3 clusters Score -1.087211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10872141.000000 Penalty: 5439.395996
	Iteration 29Q: 3 clusters Score -1.087214e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10872151.000000 Penalty: 5439.395996
	Iteration 30Q: 3 clusters Score -1.087215e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56889 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -10872158.000000 Penalty: 5439.395996
	Iteration 31Q: 3 clusters Score -1.087216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56916 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -10872171.000000 Penalty: 5439.395996
	Iteration 32Q: 3 clusters Score -1.087217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56931 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -10872169.000000 Penalty: 5439.395996
	Iteration 33Q: 3 clusters Score -1.087217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10872163.000000 Penalty: 5439.395996
	Iteration 34Q: 3 clusters Score -1.087216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56967 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10872157.000000 Penalty: 5439.395996
	Iteration 35Q: 3 clusters Score -1.087216e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56985 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -10872150.000000 Penalty: 5439.395996
	Iteration 36Q: 3 clusters Score -1.087215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57000 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10872152.000000 Penalty: 5439.395996
	Iteration 37Q: 3 clusters Score -1.087215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10872163.000000 Penalty: 5439.395996
	Iteration 38Q: 3 clusters Score -1.087216e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -10872163.000000 Penalty: 5439.395996
	Iteration 39Q: 3 clusters Score -1.087216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10872166.000000 Penalty: 5439.395996
	Iteration 40F: 3 clusters Score -1.087217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10872170.000000 Penalty: 5439.395996
	Iteration 41Q: 3 clusters Score -1.087217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -10872170.000000 Penalty: 5439.395996
	Iteration 42Q: 3 clusters Score -1.087217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -10872181.000000 Penalty: 5439.395996
	Iteration 43Q: 3 clusters Score -1.087218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -10872178.000000 Penalty: 5439.395996
	Iteration 44Q: 3 clusters Score -1.087218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10872179.000000 Penalty: 5439.395996
	Iteration 45Q: 3 clusters Score -1.087218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10872167.000000 Penalty: 5439.395996
	Iteration 46Q: 3 clusters Score -1.087217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -10872169.000000 Penalty: 5439.395996
	Iteration 47Q: 3 clusters Score -1.087217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57030 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10872168.000000 Penalty: 5439.395996
	Iteration 48Q: 3 clusters Score -1.087217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57034 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10872165.000000 Penalty: 5439.395996
	Iteration 49Q: 3 clusters Score -1.087216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -10872164.000000 Penalty: 5439.395996
	Iteration 50Q: 3 clusters Score -1.087216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -10872167.000000 Penalty: 5439.395996
	Iteration 51Q: 3 clusters Score -1.087217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10872160.000000 Penalty: 5439.395996
	Iteration 52Q: 3 clusters Score -1.087216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57040 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10872156.000000 Penalty: 5439.395996
	Iteration 53Q: 3 clusters Score -1.087216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10872159.000000 Penalty: 5439.395996
	Iteration 54Q: 3 clusters Score -1.087216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10872159.000000 Penalty: 5439.395996
	Iteration 55F: 3 clusters Score -1.087216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51948 members 
Entering Unmasked Estep 
Score: -9701081.000000 Penalty: 2692.783691
	Iteration 0F: 2 clusters Score -9701081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -9669018.000000 Penalty: 5385.567383
	Iteration 0F: 3 clusters Score -9669018 nChanged 24025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -9682098.000000 Penalty: 5385.567383
	Iteration 1F: 3 clusters Score -9682098 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -9682646.000000 Penalty: 5385.567383
	Iteration 2Q: 3 clusters Score -9682646 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -9683423.000000 Penalty: 5385.567383
	Iteration 3Q: 3 clusters Score -9683423 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -9684297.000000 Penalty: 5385.567383
	Iteration 4Q: 3 clusters Score -9684297 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -9685460.000000 Penalty: 5385.567383
	Iteration 5F: 3 clusters Score -9685460 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -9687140.000000 Penalty: 5385.567383
	Iteration 6F: 3 clusters Score -9687140 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -9689398.000000 Penalty: 5385.567383
	Iteration 7F: 3 clusters Score -9689398 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -9692084.000000 Penalty: 5385.567383
	Iteration 8F: 3 clusters Score -9692084 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -9694722.000000 Penalty: 5385.567383
	Iteration 9F: 3 clusters Score -9694722 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -9696716.000000 Penalty: 5385.567383
	Iteration 10F: 3 clusters Score -9696716 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9698023.000000 Penalty: 5385.567383
	Iteration 11Q: 3 clusters Score -9698023 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -9698576.000000 Penalty: 5385.567383
	Iteration 12Q: 3 clusters Score -9698576 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -9698701.000000 Penalty: 5385.567383
	Iteration 13Q: 3 clusters Score -9698701 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9698760.000000 Penalty: 5385.567383
	Iteration 14Q: 3 clusters Score -9698760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -9698814.000000 Penalty: 5385.567383
	Iteration 15Q: 3 clusters Score -9698814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -9698852.000000 Penalty: 5385.567383
	Iteration 16Q: 3 clusters Score -9698852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -9698892.000000 Penalty: 5385.567383
	Iteration 17Q: 3 clusters Score -9698892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 51640 members 
Entering Unmasked Estep 
Score: -9698938.000000 Penalty: 5385.567383
	Iteration 18Q: 3 clusters Score -9698938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 51657 members 
Entering Unmasked Estep 
Score: -9698945.000000 Penalty: 5385.567383
	Iteration 19Q: 3 clusters Score -9698945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -9698954.000000 Penalty: 5385.567383
	Iteration 20F: 3 clusters Score -9698954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -9698964.000000 Penalty: 5385.567383
	Iteration 21Q: 3 clusters Score -9698964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -9698957.000000 Penalty: 5385.567383
	Iteration 22Q: 3 clusters Score -9698957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -9698962.000000 Penalty: 5385.567383
	Iteration 23Q: 3 clusters Score -9698962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51680 members 
Entering Unmasked Estep 
Score: -9698961.000000 Penalty: 5385.567383
	Iteration 24Q: 3 clusters Score -9698961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 51685 members 
Entering Unmasked Estep 
Score: -9698969.000000 Penalty: 5385.567383
	Iteration 25Q: 3 clusters Score -9698969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 51689 members 
Entering Unmasked Estep 
Score: -9698974.000000 Penalty: 5385.567383
	Iteration 26Q: 3 clusters Score -9698974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51692 members 
Entering Unmasked Estep 
Score: -9698964.000000 Penalty: 5385.567383
	Iteration 27Q: 3 clusters Score -9698964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -9698971.000000 Penalty: 5385.567383
	Iteration 28Q: 3 clusters Score -9698971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -9698971.000000 Penalty: 5385.567383
	Iteration 29Q: 3 clusters Score -9698971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -9698981.000000 Penalty: 5385.567383
	Iteration 30Q: 3 clusters Score -9698981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -9698981.000000 Penalty: 5385.567383
	Iteration 31F: 3 clusters Score -9698981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1684970.000000 Penalty: 2258.833008
	Iteration 0F: 2 clusters Score -1684970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1677840.500000 Penalty: 4517.666016
	Iteration 0F: 3 clusters Score -1677840 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1679780.500000 Penalty: 4517.666016
	Iteration 1F: 3 clusters Score -1679780 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1680055.625000 Penalty: 4517.666016
	Iteration 2F: 3 clusters Score -1680056 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1680338.500000 Penalty: 4517.666016
	Iteration 3F: 3 clusters Score -1680338 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1680618.375000 Penalty: 4517.666016
	Iteration 4Q: 3 clusters Score -1680618 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1680878.500000 Penalty: 4517.666016
	Iteration 5Q: 3 clusters Score -1680878 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1681120.250000 Penalty: 4517.666016
	Iteration 6Q: 3 clusters Score -1681120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1681403.500000 Penalty: 4517.666016
	Iteration 7Q: 3 clusters Score -1681404 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1681686.750000 Penalty: 4517.666016
	Iteration 8Q: 3 clusters Score -1681687 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1681944.000000 Penalty: 4517.666016
	Iteration 9Q: 3 clusters Score -1681944 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1682193.500000 Penalty: 4517.666016
	Iteration 10Q: 3 clusters Score -1682194 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1682450.375000 Penalty: 4517.666016
	Iteration 11Q: 3 clusters Score -1682450 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1682659.000000 Penalty: 4517.666016
	Iteration 12Q: 3 clusters Score -1682659 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1682834.000000 Penalty: 4517.666016
	Iteration 13Q: 3 clusters Score -1682834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1682944.250000 Penalty: 4517.666016
	Iteration 14Q: 3 clusters Score -1682944 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1683008.625000 Penalty: 4517.666016
	Iteration 15Q: 3 clusters Score -1683009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1683060.625000 Penalty: 4517.666016
	Iteration 16Q: 3 clusters Score -1683061 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1683092.500000 Penalty: 4517.666016
	Iteration 17Q: 3 clusters Score -1683092 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1683123.125000 Penalty: 4517.666016
	Iteration 18Q: 3 clusters Score -1683123 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1683141.125000 Penalty: 4517.666016
	Iteration 19Q: 3 clusters Score -1683141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1683154.250000 Penalty: 4517.666016
	Iteration 20F: 3 clusters Score -1683154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1683173.875000 Penalty: 4517.666016
	Iteration 21Q: 3 clusters Score -1683174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1683185.375000 Penalty: 4517.666016
	Iteration 22Q: 3 clusters Score -1683185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1683191.500000 Penalty: 4517.666016
	Iteration 23Q: 3 clusters Score -1683192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1683200.125000 Penalty: 4517.666016
	Iteration 24Q: 3 clusters Score -1683200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1683211.000000 Penalty: 4517.666016
	Iteration 25Q: 3 clusters Score -1683211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1683222.500000 Penalty: 4517.666016
	Iteration 26Q: 3 clusters Score -1683222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1683227.500000 Penalty: 4517.666016
	Iteration 27Q: 3 clusters Score -1683228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1683233.000000 Penalty: 4517.666016
	Iteration 28Q: 3 clusters Score -1683233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1683237.375000 Penalty: 4517.666016
	Iteration 29Q: 3 clusters Score -1683237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1683246.000000 Penalty: 4517.666016
	Iteration 30Q: 3 clusters Score -1683246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1683248.000000 Penalty: 4517.666016
	Iteration 31Q: 3 clusters Score -1683248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1683251.000000 Penalty: 4517.666016
	Iteration 32Q: 3 clusters Score -1683251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1683256.750000 Penalty: 4517.666016
	Iteration 33Q: 3 clusters Score -1683257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1683258.000000 Penalty: 4517.666016
	Iteration 34Q: 3 clusters Score -1683258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1683263.125000 Penalty: 4517.666016
	Iteration 35Q: 3 clusters Score -1683263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1683262.875000 Penalty: 4517.666016
	Iteration 36Q: 3 clusters Score -1683263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1683268.250000 Penalty: 4517.666016
	Iteration 37Q: 3 clusters Score -1683268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1683271.000000 Penalty: 4517.666016
	Iteration 38Q: 3 clusters Score -1683271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1683272.500000 Penalty: 4517.666016
	Iteration 39Q: 3 clusters Score -1683272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1683274.750000 Penalty: 4517.666016
	Iteration 40F: 3 clusters Score -1683275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1683274.875000 Penalty: 4517.666016
	Iteration 41Q: 3 clusters Score -1683275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1683279.125000 Penalty: 4517.666016
	Iteration 42Q: 3 clusters Score -1683279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1683282.625000 Penalty: 4517.666016
	Iteration 43Q: 3 clusters Score -1683283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1683281.125000 Penalty: 4517.666016
	Iteration 44Q: 3 clusters Score -1683281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1683285.375000 Penalty: 4517.666016
	Iteration 45Q: 3 clusters Score -1683285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1683288.125000 Penalty: 4517.666016
	Iteration 46Q: 3 clusters Score -1683288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1683290.000000 Penalty: 4517.666016
	Iteration 47Q: 3 clusters Score -1683290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1683292.125000 Penalty: 4517.666016
	Iteration 48Q: 3 clusters Score -1683292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1683292.125000 Penalty: 4517.666016
	Iteration 49Q: 3 clusters Score -1683292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1683294.375000 Penalty: 4517.666016
	Iteration 50Q: 3 clusters Score -1683294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1683296.750000 Penalty: 4517.666016
	Iteration 51Q: 3 clusters Score -1683297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1683301.625000 Penalty: 4517.666016
	Iteration 52Q: 3 clusters Score -1683302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1683304.125000 Penalty: 4517.666016
	Iteration 53Q: 3 clusters Score -1683304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1683306.875000 Penalty: 4517.666016
	Iteration 54Q: 3 clusters Score -1683307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1683306.750000 Penalty: 4517.666016
	Iteration 55Q: 3 clusters Score -1683307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1683311.500000 Penalty: 4517.666016
	Iteration 56Q: 3 clusters Score -1683312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1683310.750000 Penalty: 4517.666016
	Iteration 57Q: 3 clusters Score -1683311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1683314.250000 Penalty: 4517.666016
	Iteration 58Q: 3 clusters Score -1683314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1683317.375000 Penalty: 4517.666016
	Iteration 59Q: 3 clusters Score -1683317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1683320.500000 Penalty: 4517.666016
	Iteration 60F: 3 clusters Score -1683320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1683325.250000 Penalty: 4517.666016
	Iteration 61Q: 3 clusters Score -1683325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1683331.125000 Penalty: 4517.666016
	Iteration 62Q: 3 clusters Score -1683331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1683330.000000 Penalty: 4517.666016
	Iteration 63Q: 3 clusters Score -1683330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1683334.250000 Penalty: 4517.666016
	Iteration 64Q: 3 clusters Score -1683334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1683336.125000 Penalty: 4517.666016
	Iteration 65Q: 3 clusters Score -1683336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1683337.375000 Penalty: 4517.666016
	Iteration 66Q: 3 clusters Score -1683337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1683337.375000 Penalty: 4517.666016
	Iteration 67Q: 3 clusters Score -1683337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1683339.625000 Penalty: 4517.666016
	Iteration 68Q: 3 clusters Score -1683340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1683344.750000 Penalty: 4517.666016
	Iteration 69Q: 3 clusters Score -1683345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1683344.375000 Penalty: 4517.666016
	Iteration 70Q: 3 clusters Score -1683344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1683348.250000 Penalty: 4517.666016
	Iteration 71Q: 3 clusters Score -1683348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1683350.125000 Penalty: 4517.666016
	Iteration 72Q: 3 clusters Score -1683350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1683348.750000 Penalty: 4517.666016
	Iteration 73Q: 3 clusters Score -1683349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1683351.125000 Penalty: 4517.666016
	Iteration 74Q: 3 clusters Score -1683351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1683352.250000 Penalty: 4517.666016
	Iteration 75Q: 3 clusters Score -1683352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1683352.125000 Penalty: 4517.666016
	Iteration 76Q: 3 clusters Score -1683352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1683353.000000 Penalty: 4517.666016
	Iteration 77Q: 3 clusters Score -1683353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1683355.875000 Penalty: 4517.666016
	Iteration 78Q: 3 clusters Score -1683356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1683359.625000 Penalty: 4517.666016
	Iteration 79Q: 3 clusters Score -1683360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1683361.500000 Penalty: 4517.666016
	Iteration 80F: 3 clusters Score -1683362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1683363.250000 Penalty: 4517.666016
	Iteration 81Q: 3 clusters Score -1683363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1683362.250000 Penalty: 4517.666016
	Iteration 82Q: 3 clusters Score -1683362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1683365.250000 Penalty: 4517.666016
	Iteration 83Q: 3 clusters Score -1683365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1683365.750000 Penalty: 4517.666016
	Iteration 84Q: 3 clusters Score -1683366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1683371.125000 Penalty: 4517.666016
	Iteration 85Q: 3 clusters Score -1683371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1683376.625000 Penalty: 4517.666016
	Iteration 86Q: 3 clusters Score -1683377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1683378.625000 Penalty: 4517.666016
	Iteration 87Q: 3 clusters Score -1683379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1683382.375000 Penalty: 4517.666016
	Iteration 88Q: 3 clusters Score -1683382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1683381.500000 Penalty: 4517.666016
	Iteration 89Q: 3 clusters Score -1683382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1683383.250000 Penalty: 4517.666016
	Iteration 90Q: 3 clusters Score -1683383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1683384.125000 Penalty: 4517.666016
	Iteration 91Q: 3 clusters Score -1683384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1683383.250000 Penalty: 4517.666016
	Iteration 92Q: 3 clusters Score -1683383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1683384.625000 Penalty: 4517.666016
	Iteration 93Q: 3 clusters Score -1683385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1683384.875000 Penalty: 4517.666016
	Iteration 94Q: 3 clusters Score -1683385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1683381.875000 Penalty: 4517.666016
	Iteration 95Q: 3 clusters Score -1683382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1683384.000000 Penalty: 4517.666016
	Iteration 96Q: 3 clusters Score -1683384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1683384.750000 Penalty: 4517.666016
	Iteration 97Q: 3 clusters Score -1683385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1683385.875000 Penalty: 4517.666016
	Iteration 98Q: 3 clusters Score -1683386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1683385.875000 Penalty: 4517.666016
	Iteration 99Q: 3 clusters Score -1683386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1683390.750000 Penalty: 4517.666016
	Iteration 100F: 3 clusters Score -1683391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1683393.000000 Penalty: 4517.666016
	Iteration 101Q: 3 clusters Score -1683393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1683391.500000 Penalty: 4517.666016
	Iteration 102Q: 3 clusters Score -1683392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1683392.125000 Penalty: 4517.666016
	Iteration 103Q: 3 clusters Score -1683392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1683391.125000 Penalty: 4517.666016
	Iteration 104Q: 3 clusters Score -1683391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1683394.375000 Penalty: 4517.666016
	Iteration 105Q: 3 clusters Score -1683394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1683392.375000 Penalty: 4517.666016
	Iteration 106Q: 3 clusters Score -1683392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1683398.125000 Penalty: 4517.666016
	Iteration 107Q: 3 clusters Score -1683398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1683398.625000 Penalty: 4517.666016
	Iteration 108Q: 3 clusters Score -1683399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1683399.125000 Penalty: 4517.666016
	Iteration 109Q: 3 clusters Score -1683399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1683399.125000 Penalty: 4517.666016
	Iteration 110F: 3 clusters Score -1683399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -54996.617188 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -54996.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53661.597656 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -53661.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53939.054688 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -53939.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54032.289062 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -54032.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54080.636719 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -54080.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54087.339844 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -54087.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54099.199219 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -54099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54101.664062 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -54101.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54102.542969 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -54102.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54102.542969 Penalty: 3085.412598
	Iteration 8F: 3 clusters Score -54102.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -184180.031250 Penalty: 1726.636353
	Iteration 0F: 2 clusters Score -184180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -182262.656250 Penalty: 3453.272705
	Iteration 0F: 3 clusters Score -182262.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -182724.375000 Penalty: 3453.272705
	Iteration 1F: 3 clusters Score -182724.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -182967.562500 Penalty: 3453.272705
	Iteration 2F: 3 clusters Score -182967.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -183104.359375 Penalty: 3453.272705
	Iteration 3F: 3 clusters Score -183104.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -183212.078125 Penalty: 3453.272705
	Iteration 4Q: 3 clusters Score -183212.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -183289.687500 Penalty: 3453.272705
	Iteration 5Q: 3 clusters Score -183289.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183340.687500 Penalty: 3453.272705
	Iteration 6Q: 3 clusters Score -183340.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -183368.062500 Penalty: 3453.272705
	Iteration 7Q: 3 clusters Score -183368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -183396.578125 Penalty: 3453.272705
	Iteration 8Q: 3 clusters Score -183396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -183420.109375 Penalty: 3453.272705
	Iteration 9Q: 3 clusters Score -183420.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -183433.609375 Penalty: 3453.272705
	Iteration 10Q: 3 clusters Score -183433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -183444.578125 Penalty: 3453.272705
	Iteration 11Q: 3 clusters Score -183444.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -183448.718750 Penalty: 3453.272705
	Iteration 12Q: 3 clusters Score -183448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -183451.718750 Penalty: 3453.272705
	Iteration 13Q: 3 clusters Score -183451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183452.515625 Penalty: 3453.272705
	Iteration 14Q: 3 clusters Score -183452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -183452.515625 Penalty: 3453.272705
	Iteration 15F: 3 clusters Score -183452.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Entering Unmasked Estep 
Score: -8491248.000000 Penalty: 2659.916016
	Iteration 0F: 2 clusters Score -8491248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8461624.000000 Penalty: 5319.832031
	Iteration 0F: 3 clusters Score -8461624 nChanged 20781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -8473260.000000 Penalty: 5319.832031
	Iteration 1F: 3 clusters Score -8473260 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -8474427.000000 Penalty: 5319.832031
	Iteration 2F: 3 clusters Score -8474427 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -8476263.000000 Penalty: 5319.832031
	Iteration 3F: 3 clusters Score -8476263 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -8478587.000000 Penalty: 5319.832031
	Iteration 4F: 3 clusters Score -8478587 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8481245.000000 Penalty: 5319.832031
	Iteration 5F: 3 clusters Score -8481245 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -8484311.000000 Penalty: 5319.832031
	Iteration 6F: 3 clusters Score -8484311 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -8487285.000000 Penalty: 5319.832031
	Iteration 7F: 3 clusters Score -8487285 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -8489190.000000 Penalty: 5319.832031
	Iteration 8Q: 3 clusters Score -8489190 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8489909.000000 Penalty: 5319.832031
	Iteration 9Q: 3 clusters Score -8489909 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39958 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -8490125.000000 Penalty: 5319.832031
	Iteration 10Q: 3 clusters Score -8490125 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8490254.000000 Penalty: 5319.832031
	Iteration 11Q: 3 clusters Score -8490254 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -8490315.000000 Penalty: 5319.832031
	Iteration 12Q: 3 clusters Score -8490315 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -8490341.000000 Penalty: 5319.832031
	Iteration 13Q: 3 clusters Score -8490341 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41255 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -8490373.000000 Penalty: 5319.832031
	Iteration 14Q: 3 clusters Score -8490373 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -8490401.000000 Penalty: 5319.832031
	Iteration 15Q: 3 clusters Score -8490401 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8490423.000000 Penalty: 5319.832031
	Iteration 16Q: 3 clusters Score -8490423 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8490397.000000 Penalty: 5319.832031
	Iteration 17Q: 3 clusters Score -8490397 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8490400.000000 Penalty: 5319.832031
	Iteration 18Q: 3 clusters Score -8490400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8490381.000000 Penalty: 5319.832031
	Iteration 19Q: 3 clusters Score -8490381 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -8490386.000000 Penalty: 5319.832031
	Iteration 20F: 3 clusters Score -8490386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -8490358.000000 Penalty: 5319.832031
	Iteration 21Q: 3 clusters Score -8490358 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8490341.000000 Penalty: 5319.832031
	Iteration 22Q: 3 clusters Score -8490341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8490335.000000 Penalty: 5319.832031
	Iteration 23Q: 3 clusters Score -8490335 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8490346.000000 Penalty: 5319.832031
	Iteration 24Q: 3 clusters Score -8490346 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8490339.000000 Penalty: 5319.832031
	Iteration 25Q: 3 clusters Score -8490339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8490315.000000 Penalty: 5319.832031
	Iteration 26Q: 3 clusters Score -8490315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8490314.000000 Penalty: 5319.832031
	Iteration 27Q: 3 clusters Score -8490314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8490317.000000 Penalty: 5319.832031
	Iteration 28Q: 3 clusters Score -8490317 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8490307.000000 Penalty: 5319.832031
	Iteration 29Q: 3 clusters Score -8490307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8490305.000000 Penalty: 5319.832031
	Iteration 30Q: 3 clusters Score -8490305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -8490302.000000 Penalty: 5319.832031
	Iteration 31Q: 3 clusters Score -8490302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43330 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8490288.000000 Penalty: 5319.832031
	Iteration 32Q: 3 clusters Score -8490288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8490264.000000 Penalty: 5319.832031
	Iteration 33Q: 3 clusters Score -8490264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8490263.000000 Penalty: 5319.832031
	Iteration 34Q: 3 clusters Score -8490263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8490260.000000 Penalty: 5319.832031
	Iteration 35Q: 3 clusters Score -8490260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -8490270.000000 Penalty: 5319.832031
	Iteration 36Q: 3 clusters Score -8490270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8490270.000000 Penalty: 5319.832031
	Iteration 37Q: 3 clusters Score -8490270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8490276.000000 Penalty: 5319.832031
	Iteration 38Q: 3 clusters Score -8490276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8490264.000000 Penalty: 5319.832031
	Iteration 39Q: 3 clusters Score -8490264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8490279.000000 Penalty: 5319.832031
	Iteration 40F: 3 clusters Score -8490279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8490290.000000 Penalty: 5319.832031
	Iteration 41Q: 3 clusters Score -8490290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8490282.000000 Penalty: 5319.832031
	Iteration 42Q: 3 clusters Score -8490282 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8490290.000000 Penalty: 5319.832031
	Iteration 43Q: 3 clusters Score -8490290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8490277.000000 Penalty: 5319.832031
	Iteration 44Q: 3 clusters Score -8490277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8490271.000000 Penalty: 5319.832031
	Iteration 45Q: 3 clusters Score -8490271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8490261.000000 Penalty: 5319.832031
	Iteration 46Q: 3 clusters Score -8490261 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8490268.000000 Penalty: 5319.832031
	Iteration 47Q: 3 clusters Score -8490268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8490248.000000 Penalty: 5319.832031
	Iteration 48Q: 3 clusters Score -8490248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8490251.000000 Penalty: 5319.832031
	Iteration 49Q: 3 clusters Score -8490251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -8490241.000000 Penalty: 5319.832031
	Iteration 50Q: 3 clusters Score -8490241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8490236.000000 Penalty: 5319.832031
	Iteration 51Q: 3 clusters Score -8490236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8490236.000000 Penalty: 5319.832031
	Iteration 52Q: 3 clusters Score -8490236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8490235.000000 Penalty: 5319.832031
	Iteration 53Q: 3 clusters Score -8490235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8490227.000000 Penalty: 5319.832031
	Iteration 54Q: 3 clusters Score -8490227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8490239.000000 Penalty: 5319.832031
	Iteration 55Q: 3 clusters Score -8490239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8490241.000000 Penalty: 5319.832031
	Iteration 56Q: 3 clusters Score -8490241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8490238.000000 Penalty: 5319.832031
	Iteration 57Q: 3 clusters Score -8490238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8490233.000000 Penalty: 5319.832031
	Iteration 58Q: 3 clusters Score -8490233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8490229.000000 Penalty: 5319.832031
	Iteration 59Q: 3 clusters Score -8490229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8490233.000000 Penalty: 5319.832031
	Iteration 60F: 3 clusters Score -8490233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8490228.000000 Penalty: 5319.832031
	Iteration 61Q: 3 clusters Score -8490228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8490213.000000 Penalty: 5319.832031
	Iteration 62Q: 3 clusters Score -8490213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8490208.000000 Penalty: 5319.832031
	Iteration 63Q: 3 clusters Score -8490208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8490209.000000 Penalty: 5319.832031
	Iteration 64Q: 3 clusters Score -8490209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8490210.000000 Penalty: 5319.832031
	Iteration 65Q: 3 clusters Score -8490210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8490206.000000 Penalty: 5319.832031
	Iteration 66Q: 3 clusters Score -8490206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8490212.000000 Penalty: 5319.832031
	Iteration 67Q: 3 clusters Score -8490212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43929 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8490210.000000 Penalty: 5319.832031
	Iteration 68Q: 3 clusters Score -8490210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8490208.000000 Penalty: 5319.832031
	Iteration 69Q: 3 clusters Score -8490208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -8490202.000000 Penalty: 5319.832031
	Iteration 70Q: 3 clusters Score -8490202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8490192.000000 Penalty: 5319.832031
	Iteration 71Q: 3 clusters Score -8490192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8490184.000000 Penalty: 5319.832031
	Iteration 72Q: 3 clusters Score -8490184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8490172.000000 Penalty: 5319.832031
	Iteration 73Q: 3 clusters Score -8490172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8490175.000000 Penalty: 5319.832031
	Iteration 74Q: 3 clusters Score -8490175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8490160.000000 Penalty: 5319.832031
	Iteration 75Q: 3 clusters Score -8490160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8490161.000000 Penalty: 5319.832031
	Iteration 76Q: 3 clusters Score -8490161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8490165.000000 Penalty: 5319.832031
	Iteration 77Q: 3 clusters Score -8490165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8490163.000000 Penalty: 5319.832031
	Iteration 78Q: 3 clusters Score -8490163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8490152.000000 Penalty: 5319.832031
	Iteration 79Q: 3 clusters Score -8490152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8490151.000000 Penalty: 5319.832031
	Iteration 80F: 3 clusters Score -8490151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8490151.000000 Penalty: 5319.832031
	Iteration 81Q: 3 clusters Score -8490151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8490157.000000 Penalty: 5319.832031
	Iteration 82Q: 3 clusters Score -8490157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8490155.000000 Penalty: 5319.832031
	Iteration 83Q: 3 clusters Score -8490155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8490144.000000 Penalty: 5319.832031
	Iteration 84Q: 3 clusters Score -8490144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8490146.000000 Penalty: 5319.832031
	Iteration 85Q: 3 clusters Score -8490146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8490153.000000 Penalty: 5319.832031
	Iteration 86Q: 3 clusters Score -8490153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8490161.000000 Penalty: 5319.832031
	Iteration 87Q: 3 clusters Score -8490161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8490171.000000 Penalty: 5319.832031
	Iteration 88Q: 3 clusters Score -8490171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8490168.000000 Penalty: 5319.832031
	Iteration 89Q: 3 clusters Score -8490168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8490168.000000 Penalty: 5319.832031
	Iteration 90Q: 3 clusters Score -8490168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8490168.000000 Penalty: 5319.832031
	Iteration 91Q: 3 clusters Score -8490168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8490161.000000 Penalty: 5319.832031
	Iteration 92Q: 3 clusters Score -8490161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8490157.000000 Penalty: 5319.832031
	Iteration 93Q: 3 clusters Score -8490157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8490158.000000 Penalty: 5319.832031
	Iteration 94Q: 3 clusters Score -8490158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8490158.000000 Penalty: 5319.832031
	Iteration 95F: 3 clusters Score -8490158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Entering Unmasked Estep 
Score: -4393805.500000 Penalty: 2502.682129
	Iteration 0F: 2 clusters Score -4393806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4377225.500000 Penalty: 5005.364258
	Iteration 0F: 3 clusters Score -4377226 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4382908.000000 Penalty: 5005.364258
	Iteration 1F: 3 clusters Score -4382908 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4383685.000000 Penalty: 5005.364258
	Iteration 2F: 3 clusters Score -4383685 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4384507.000000 Penalty: 5005.364258
	Iteration 3F: 3 clusters Score -4384507 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -4385481.000000 Penalty: 5005.364258
	Iteration 4F: 3 clusters Score -4385481 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4386589.500000 Penalty: 5005.364258
	Iteration 5F: 3 clusters Score -4386590 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4387862.000000 Penalty: 5005.364258
	Iteration 6F: 3 clusters Score -4387862 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -4389133.500000 Penalty: 5005.364258
	Iteration 7F: 3 clusters Score -4389134 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4390356.000000 Penalty: 5005.364258
	Iteration 8Q: 3 clusters Score -4390356 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4391276.500000 Penalty: 5005.364258
	Iteration 9Q: 3 clusters Score -4391276 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4391656.000000 Penalty: 5005.364258
	Iteration 10Q: 3 clusters Score -4391656 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -4391826.000000 Penalty: 5005.364258
	Iteration 11Q: 3 clusters Score -4391826 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4391908.000000 Penalty: 5005.364258
	Iteration 12Q: 3 clusters Score -4391908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -4391976.000000 Penalty: 5005.364258
	Iteration 13Q: 3 clusters Score -4391976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4392004.000000 Penalty: 5005.364258
	Iteration 14Q: 3 clusters Score -4392004 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4392015.000000 Penalty: 5005.364258
	Iteration 15Q: 3 clusters Score -4392015 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -4392035.000000 Penalty: 5005.364258
	Iteration 16Q: 3 clusters Score -4392035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -4392049.500000 Penalty: 5005.364258
	Iteration 17Q: 3 clusters Score -4392050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -4392060.500000 Penalty: 5005.364258
	Iteration 18Q: 3 clusters Score -4392060 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -4392077.000000 Penalty: 5005.364258
	Iteration 19Q: 3 clusters Score -4392077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -4392081.000000 Penalty: 5005.364258
	Iteration 20F: 3 clusters Score -4392081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -4392085.500000 Penalty: 5005.364258
	Iteration 21Q: 3 clusters Score -4392086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -4392103.500000 Penalty: 5005.364258
	Iteration 22Q: 3 clusters Score -4392104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4392106.500000 Penalty: 5005.364258
	Iteration 23Q: 3 clusters Score -4392106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -4392120.000000 Penalty: 5005.364258
	Iteration 24Q: 3 clusters Score -4392120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -4392123.500000 Penalty: 5005.364258
	Iteration 25Q: 3 clusters Score -4392124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -4392123.000000 Penalty: 5005.364258
	Iteration 26Q: 3 clusters Score -4392123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4392132.000000 Penalty: 5005.364258
	Iteration 27Q: 3 clusters Score -4392132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4392133.000000 Penalty: 5005.364258
	Iteration 28Q: 3 clusters Score -4392133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -4392128.500000 Penalty: 5005.364258
	Iteration 29Q: 3 clusters Score -4392128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -4392127.500000 Penalty: 5005.364258
	Iteration 30Q: 3 clusters Score -4392128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4392120.000000 Penalty: 5005.364258
	Iteration 31Q: 3 clusters Score -4392120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -4392136.000000 Penalty: 5005.364258
	Iteration 32Q: 3 clusters Score -4392136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4392136.500000 Penalty: 5005.364258
	Iteration 33Q: 3 clusters Score -4392136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -4392135.500000 Penalty: 5005.364258
	Iteration 34Q: 3 clusters Score -4392136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4392137.000000 Penalty: 5005.364258
	Iteration 35Q: 3 clusters Score -4392137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -4392139.000000 Penalty: 5005.364258
	Iteration 36Q: 3 clusters Score -4392139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -4392137.000000 Penalty: 5005.364258
	Iteration 37Q: 3 clusters Score -4392137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -4392142.000000 Penalty: 5005.364258
	Iteration 38Q: 3 clusters Score -4392142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4392141.000000 Penalty: 5005.364258
	Iteration 39Q: 3 clusters Score -4392141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4392145.000000 Penalty: 5005.364258
	Iteration 40F: 3 clusters Score -4392145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4392138.500000 Penalty: 5005.364258
	Iteration 41Q: 3 clusters Score -4392138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4392141.000000 Penalty: 5005.364258
	Iteration 42Q: 3 clusters Score -4392141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4392147.000000 Penalty: 5005.364258
	Iteration 43Q: 3 clusters Score -4392147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4392149.500000 Penalty: 5005.364258
	Iteration 44Q: 3 clusters Score -4392150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -4392159.000000 Penalty: 5005.364258
	Iteration 45Q: 3 clusters Score -4392159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -4392157.000000 Penalty: 5005.364258
	Iteration 46Q: 3 clusters Score -4392157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -4392156.000000 Penalty: 5005.364258
	Iteration 47Q: 3 clusters Score -4392156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4392162.000000 Penalty: 5005.364258
	Iteration 48Q: 3 clusters Score -4392162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4392158.500000 Penalty: 5005.364258
	Iteration 49Q: 3 clusters Score -4392158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -4392160.500000 Penalty: 5005.364258
	Iteration 50Q: 3 clusters Score -4392160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -4392161.500000 Penalty: 5005.364258
	Iteration 51Q: 3 clusters Score -4392162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4392157.000000 Penalty: 5005.364258
	Iteration 52Q: 3 clusters Score -4392157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4392165.500000 Penalty: 5005.364258
	Iteration 53Q: 3 clusters Score -4392166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4392165.500000 Penalty: 5005.364258
	Iteration 54F: 3 clusters Score -4392166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Entering Unmasked Estep 
Score: -7929368.500000 Penalty: 2643.955566
	Iteration 0F: 2 clusters Score -7929368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -7900781.000000 Penalty: 5287.911133
	Iteration 0F: 3 clusters Score -7900781 nChanged 19508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7911390.500000 Penalty: 5287.911133
	Iteration 1F: 3 clusters Score -7911390 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -7911884.500000 Penalty: 5287.911133
	Iteration 2Q: 3 clusters Score -7911884 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -7912360.000000 Penalty: 5287.911133
	Iteration 3Q: 3 clusters Score -7912360 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7912786.500000 Penalty: 5287.911133
	Iteration 4Q: 3 clusters Score -7912786 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -7913312.000000 Penalty: 5287.911133
	Iteration 5Q: 3 clusters Score -7913312 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -7914030.500000 Penalty: 5287.911133
	Iteration 6Q: 3 clusters Score -7914030 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -7914991.500000 Penalty: 5287.911133
	Iteration 7Q: 3 clusters Score -7914992 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -7916363.500000 Penalty: 5287.911133
	Iteration 8F: 3 clusters Score -7916364 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -7918243.000000 Penalty: 5287.911133
	Iteration 9F: 3 clusters Score -7918243 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -7920495.000000 Penalty: 5287.911133
	Iteration 10F: 3 clusters Score -7920495 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -7922651.000000 Penalty: 5287.911133
	Iteration 11F: 3 clusters Score -7922651 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -7924168.000000 Penalty: 5287.911133
	Iteration 12Q: 3 clusters Score -7924168 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -7924935.000000 Penalty: 5287.911133
	Iteration 13Q: 3 clusters Score -7924935 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -7925220.000000 Penalty: 5287.911133
	Iteration 14Q: 3 clusters Score -7925220 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -7925383.500000 Penalty: 5287.911133
	Iteration 15Q: 3 clusters Score -7925384 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7925552.500000 Penalty: 5287.911133
	Iteration 16Q: 3 clusters Score -7925552 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7925665.500000 Penalty: 5287.911133
	Iteration 17Q: 3 clusters Score -7925666 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -7925802.000000 Penalty: 5287.911133
	Iteration 18Q: 3 clusters Score -7925802 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7925914.500000 Penalty: 5287.911133
	Iteration 19Q: 3 clusters Score -7925914 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -7926039.000000 Penalty: 5287.911133
	Iteration 20F: 3 clusters Score -7926039 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -7926148.500000 Penalty: 5287.911133
	Iteration 21Q: 3 clusters Score -7926148 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7926235.000000 Penalty: 5287.911133
	Iteration 22Q: 3 clusters Score -7926235 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -7926340.000000 Penalty: 5287.911133
	Iteration 23Q: 3 clusters Score -7926340 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7926426.000000 Penalty: 5287.911133
	Iteration 24Q: 3 clusters Score -7926426 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7926523.000000 Penalty: 5287.911133
	Iteration 25Q: 3 clusters Score -7926523 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7926615.000000 Penalty: 5287.911133
	Iteration 26Q: 3 clusters Score -7926615 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -7926690.000000 Penalty: 5287.911133
	Iteration 27Q: 3 clusters Score -7926690 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7926755.500000 Penalty: 5287.911133
	Iteration 28Q: 3 clusters Score -7926756 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7926816.500000 Penalty: 5287.911133
	Iteration 29Q: 3 clusters Score -7926816 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7926848.500000 Penalty: 5287.911133
	Iteration 30Q: 3 clusters Score -7926848 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7926891.500000 Penalty: 5287.911133
	Iteration 31Q: 3 clusters Score -7926892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7926901.500000 Penalty: 5287.911133
	Iteration 32Q: 3 clusters Score -7926902 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7926931.000000 Penalty: 5287.911133
	Iteration 33Q: 3 clusters Score -7926931 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -7926965.000000 Penalty: 5287.911133
	Iteration 34Q: 3 clusters Score -7926965 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7926989.500000 Penalty: 5287.911133
	Iteration 35Q: 3 clusters Score -7926990 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7927021.000000 Penalty: 5287.911133
	Iteration 36Q: 3 clusters Score -7927021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7927040.000000 Penalty: 5287.911133
	Iteration 37Q: 3 clusters Score -7927040 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7927068.500000 Penalty: 5287.911133
	Iteration 38Q: 3 clusters Score -7927068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7927084.500000 Penalty: 5287.911133
	Iteration 39Q: 3 clusters Score -7927084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7927101.000000 Penalty: 5287.911133
	Iteration 40F: 3 clusters Score -7927101 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -7927103.000000 Penalty: 5287.911133
	Iteration 41Q: 3 clusters Score -7927103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7927118.000000 Penalty: 5287.911133
	Iteration 42Q: 3 clusters Score -7927118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7927144.500000 Penalty: 5287.911133
	Iteration 43Q: 3 clusters Score -7927144 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -7927175.500000 Penalty: 5287.911133
	Iteration 44Q: 3 clusters Score -7927176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -7927189.500000 Penalty: 5287.911133
	Iteration 45Q: 3 clusters Score -7927190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7927207.000000 Penalty: 5287.911133
	Iteration 46Q: 3 clusters Score -7927207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7927211.500000 Penalty: 5287.911133
	Iteration 47Q: 3 clusters Score -7927212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7927217.500000 Penalty: 5287.911133
	Iteration 48Q: 3 clusters Score -7927218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7927212.000000 Penalty: 5287.911133
	Iteration 49Q: 3 clusters Score -7927212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7927222.000000 Penalty: 5287.911133
	Iteration 50Q: 3 clusters Score -7927222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -7927229.500000 Penalty: 5287.911133
	Iteration 51Q: 3 clusters Score -7927230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7927240.500000 Penalty: 5287.911133
	Iteration 52Q: 3 clusters Score -7927240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7927241.500000 Penalty: 5287.911133
	Iteration 53Q: 3 clusters Score -7927242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7927257.000000 Penalty: 5287.911133
	Iteration 54Q: 3 clusters Score -7927257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7927253.500000 Penalty: 5287.911133
	Iteration 55Q: 3 clusters Score -7927254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7927264.000000 Penalty: 5287.911133
	Iteration 56Q: 3 clusters Score -7927264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7927270.000000 Penalty: 5287.911133
	Iteration 57Q: 3 clusters Score -7927270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -7927275.500000 Penalty: 5287.911133
	Iteration 58Q: 3 clusters Score -7927276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7927278.500000 Penalty: 5287.911133
	Iteration 59Q: 3 clusters Score -7927278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7927274.000000 Penalty: 5287.911133
	Iteration 60F: 3 clusters Score -7927274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7927273.000000 Penalty: 5287.911133
	Iteration 61Q: 3 clusters Score -7927273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7927273.500000 Penalty: 5287.911133
	Iteration 62Q: 3 clusters Score -7927274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7927277.000000 Penalty: 5287.911133
	Iteration 63Q: 3 clusters Score -7927277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7927280.500000 Penalty: 5287.911133
	Iteration 64Q: 3 clusters Score -7927280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7927290.000000 Penalty: 5287.911133
	Iteration 65Q: 3 clusters Score -7927290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7927286.500000 Penalty: 5287.911133
	Iteration 66Q: 3 clusters Score -7927286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7927289.000000 Penalty: 5287.911133
	Iteration 67Q: 3 clusters Score -7927289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7927285.000000 Penalty: 5287.911133
	Iteration 68Q: 3 clusters Score -7927285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7927285.000000 Penalty: 5287.911133
	Iteration 69F: 3 clusters Score -7927285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -828957.000000 Penalty: 2088.765625
	Iteration 0F: 2 clusters Score -828957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -824714.312500 Penalty: 4177.531250
	Iteration 0F: 3 clusters Score -824714.3 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -825670.187500 Penalty: 4177.531250
	Iteration 1F: 3 clusters Score -825670.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -825874.125000 Penalty: 4177.531250
	Iteration 2F: 3 clusters Score -825874.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -825989.875000 Penalty: 4177.531250
	Iteration 3Q: 3 clusters Score -825989.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -826066.375000 Penalty: 4177.531250
	Iteration 4Q: 3 clusters Score -826066.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -826119.437500 Penalty: 4177.531250
	Iteration 5Q: 3 clusters Score -826119.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -826160.500000 Penalty: 4177.531250
	Iteration 6Q: 3 clusters Score -826160.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -826191.687500 Penalty: 4177.531250
	Iteration 7Q: 3 clusters Score -826191.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -826217.562500 Penalty: 4177.531250
	Iteration 8Q: 3 clusters Score -826217.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -826237.250000 Penalty: 4177.531250
	Iteration 9Q: 3 clusters Score -826237.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -826262.375000 Penalty: 4177.531250
	Iteration 10Q: 3 clusters Score -826262.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -826281.750000 Penalty: 4177.531250
	Iteration 11Q: 3 clusters Score -826281.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -826309.500000 Penalty: 4177.531250
	Iteration 12Q: 3 clusters Score -826309.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -826337.812500 Penalty: 4177.531250
	Iteration 13Q: 3 clusters Score -826337.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -826367.250000 Penalty: 4177.531250
	Iteration 14Q: 3 clusters Score -826367.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -826399.812500 Penalty: 4177.531250
	Iteration 15Q: 3 clusters Score -826399.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -826437.000000 Penalty: 4177.531250
	Iteration 16Q: 3 clusters Score -826437 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -826492.562500 Penalty: 4177.531250
	Iteration 17Q: 3 clusters Score -826492.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -826552.812500 Penalty: 4177.531250
	Iteration 18Q: 3 clusters Score -826552.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -826621.062500 Penalty: 4177.531250
	Iteration 19Q: 3 clusters Score -826621.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -826699.500000 Penalty: 4177.531250
	Iteration 20F: 3 clusters Score -826699.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -826768.562500 Penalty: 4177.531250
	Iteration 21Q: 3 clusters Score -826768.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -826827.312500 Penalty: 4177.531250
	Iteration 22Q: 3 clusters Score -826827.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -826870.062500 Penalty: 4177.531250
	Iteration 23Q: 3 clusters Score -826870.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -826917.562500 Penalty: 4177.531250
	Iteration 24Q: 3 clusters Score -826917.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -826953.312500 Penalty: 4177.531250
	Iteration 25Q: 3 clusters Score -826953.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -826988.625000 Penalty: 4177.531250
	Iteration 26Q: 3 clusters Score -826988.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -827017.187500 Penalty: 4177.531250
	Iteration 27Q: 3 clusters Score -827017.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -827052.687500 Penalty: 4177.531250
	Iteration 28Q: 3 clusters Score -827052.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -827090.375000 Penalty: 4177.531250
	Iteration 29Q: 3 clusters Score -827090.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -827124.250000 Penalty: 4177.531250
	Iteration 30Q: 3 clusters Score -827124.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -827149.812500 Penalty: 4177.531250
	Iteration 31Q: 3 clusters Score -827149.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -827171.875000 Penalty: 4177.531250
	Iteration 32Q: 3 clusters Score -827171.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -827197.500000 Penalty: 4177.531250
	Iteration 33Q: 3 clusters Score -827197.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -827226.812500 Penalty: 4177.531250
	Iteration 34Q: 3 clusters Score -827226.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -827259.375000 Penalty: 4177.531250
	Iteration 35Q: 3 clusters Score -827259.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -827280.750000 Penalty: 4177.531250
	Iteration 36Q: 3 clusters Score -827280.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -827301.437500 Penalty: 4177.531250
	Iteration 37Q: 3 clusters Score -827301.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -827316.375000 Penalty: 4177.531250
	Iteration 38Q: 3 clusters Score -827316.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -827328.437500 Penalty: 4177.531250
	Iteration 39Q: 3 clusters Score -827328.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -827335.750000 Penalty: 4177.531250
	Iteration 40F: 3 clusters Score -827335.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -827339.125000 Penalty: 4177.531250
	Iteration 41Q: 3 clusters Score -827339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -827338.875000 Penalty: 4177.531250
	Iteration 42Q: 3 clusters Score -827338.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -827341.312500 Penalty: 4177.531250
	Iteration 43Q: 3 clusters Score -827341.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -827341.312500 Penalty: 4177.531250
	Iteration 44F: 3 clusters Score -827341.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -18242.236328 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18242.24 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -18343.925781 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18343.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18386.712891 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -18386.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18414.226562 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18414.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18425.033203 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18425.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18429.992188 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -18429.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18429.992188 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -18429.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Entering Unmasked Estep 
Score: -445135.812500 Penalty: 1943.223633
	Iteration 0F: 2 clusters Score -445135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -442415.843750 Penalty: 3886.447266
	Iteration 0F: 3 clusters Score -442415.8 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -443644.531250 Penalty: 3886.447266
	Iteration 1F: 3 clusters Score -443644.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -444049.687500 Penalty: 3886.447266
	Iteration 2F: 3 clusters Score -444049.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -444315.468750 Penalty: 3886.447266
	Iteration 3F: 3 clusters Score -444315.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -444533.906250 Penalty: 3886.447266
	Iteration 4F: 3 clusters Score -444533.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -444668.531250 Penalty: 3886.447266
	Iteration 5Q: 3 clusters Score -444668.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -444759.812500 Penalty: 3886.447266
	Iteration 6Q: 3 clusters Score -444759.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -444810.687500 Penalty: 3886.447266
	Iteration 7Q: 3 clusters Score -444810.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -444857.437500 Penalty: 3886.447266
	Iteration 8Q: 3 clusters Score -444857.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -444905.843750 Penalty: 3886.447266
	Iteration 9Q: 3 clusters Score -444905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -444938.500000 Penalty: 3886.447266
	Iteration 10Q: 3 clusters Score -444938.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -444976.406250 Penalty: 3886.447266
	Iteration 11Q: 3 clusters Score -444976.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -445028.250000 Penalty: 3886.447266
	Iteration 12Q: 3 clusters Score -445028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -445130.000000 Penalty: 3886.447266
	Iteration 13Q: 3 clusters Score -445130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -445168.000000 Penalty: 3886.447266
	Iteration 14Q: 3 clusters Score -445168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -445248.500000 Penalty: 3886.447266
	Iteration 15Q: 3 clusters Score -445248.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -445273.656250 Penalty: 3886.447266
	Iteration 16Q: 3 clusters Score -445273.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -445315.593750 Penalty: 3886.447266
	Iteration 17Q: 3 clusters Score -445315.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -445355.343750 Penalty: 3886.447266
	Iteration 18Q: 3 clusters Score -445355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -445365.218750 Penalty: 3886.447266
	Iteration 19Q: 3 clusters Score -445365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -445436.968750 Penalty: 3886.447266
	Iteration 20F: 3 clusters Score -445437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -445468.406250 Penalty: 3886.447266
	Iteration 21Q: 3 clusters Score -445468.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -445479.781250 Penalty: 3886.447266
	Iteration 22Q: 3 clusters Score -445479.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -445485.000000 Penalty: 3886.447266
	Iteration 23Q: 3 clusters Score -445485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -445487.187500 Penalty: 3886.447266
	Iteration 24Q: 3 clusters Score -445487.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -445488.718750 Penalty: 3886.447266
	Iteration 25Q: 3 clusters Score -445488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -445491.906250 Penalty: 3886.447266
	Iteration 26Q: 3 clusters Score -445491.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -445496.031250 Penalty: 3886.447266
	Iteration 27Q: 3 clusters Score -445496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -445498.875000 Penalty: 3886.447266
	Iteration 28Q: 3 clusters Score -445498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -445499.468750 Penalty: 3886.447266
	Iteration 29Q: 3 clusters Score -445499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -445499.468750 Penalty: 3886.447266
	Iteration 30F: 3 clusters Score -445499.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 47858 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47301 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 49315 members 
Mstep: Class 9 contains 40819 members 
Mstep: Class 10 contains 48177 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44435 members 
Mstep: Class 14 contains 46039 members 
Mstep: Class 15 contains 43291 members 
Mstep: Class 16 contains 57903 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45500 members 
Mstep: Class 22 contains 24136 members 
Mstep: Class 23 contains 42664 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 49237 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1890 members 
Entering Unmasked Estep 
Score: -137103920.000000 Penalty: 97259.320312
Splitting cluster 26 changes total score from -137102976.000000 to -137103920.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 27 (49237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Entering Unmasked Estep 
Score: -9210250.000000 Penalty: 2679.491211
	Iteration 0F: 2 clusters Score -9210250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -9179376.000000 Penalty: 5358.982422
	Iteration 0F: 3 clusters Score -9179376 nChanged 22588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -9191539.000000 Penalty: 5358.982422
	Iteration 1F: 3 clusters Score -9191539 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22951 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -9191984.000000 Penalty: 5358.982422
	Iteration 2Q: 3 clusters Score -9191984 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -9192450.000000 Penalty: 5358.982422
	Iteration 3Q: 3 clusters Score -9192450 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -9193021.000000 Penalty: 5358.982422
	Iteration 4Q: 3 clusters Score -9193021 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 30166 members 
Entering Unmasked Estep 
Score: -9193830.000000 Penalty: 5358.982422
	Iteration 5Q: 3 clusters Score -9193830 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9195107.000000 Penalty: 5358.982422
	Iteration 6F: 3 clusters Score -9195107 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -9197216.000000 Penalty: 5358.982422
	Iteration 7F: 3 clusters Score -9197216 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -9200278.000000 Penalty: 5358.982422
	Iteration 8F: 3 clusters Score -9200278 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -9203869.000000 Penalty: 5358.982422
	Iteration 9F: 3 clusters Score -9203869 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -9206196.000000 Penalty: 5358.982422
	Iteration 10F: 3 clusters Score -9206196 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -9207414.000000 Penalty: 5358.982422
	Iteration 11Q: 3 clusters Score -9207414 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9207714.000000 Penalty: 5358.982422
	Iteration 12Q: 3 clusters Score -9207714 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -9207831.000000 Penalty: 5358.982422
	Iteration 13Q: 3 clusters Score -9207831 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -9207877.000000 Penalty: 5358.982422
	Iteration 14Q: 3 clusters Score -9207877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -9207909.000000 Penalty: 5358.982422
	Iteration 15Q: 3 clusters Score -9207909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9207944.000000 Penalty: 5358.982422
	Iteration 16Q: 3 clusters Score -9207944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9207938.000000 Penalty: 5358.982422
	Iteration 17Q: 3 clusters Score -9207938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -9207946.000000 Penalty: 5358.982422
	Iteration 18Q: 3 clusters Score -9207946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9207948.000000 Penalty: 5358.982422
	Iteration 19Q: 3 clusters Score -9207948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -9207950.000000 Penalty: 5358.982422
	Iteration 20F: 3 clusters Score -9207950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 47858 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 706 members 
Mstep: Class 5 contains 47301 members 
Mstep: Class 6 contains 32134 members 
Mstep: Class 7 contains 43588 members 
Mstep: Class 8 contains 49315 members 
Mstep: Class 9 contains 40819 members 
Mstep: Class 10 contains 48177 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1523 members 
Mstep: Class 13 contains 44435 members 
Mstep: Class 14 contains 46039 members 
Mstep: Class 15 contains 43291 members 
Mstep: Class 16 contains 57903 members 
Mstep: Class 17 contains 51948 members 
Mstep: Class 18 contains 9029 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45500 members 
Mstep: Class 22 contains 24136 members 
Mstep: Class 23 contains 42664 members 
Mstep: Class 24 contains 4548 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 639 members 
Mstep: Class 27 contains 49237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137104864.000000 Penalty: 97259.320312
Iteration 79Q: 30 clusters Score -1.371049e+08 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 47863 members 
Mstep: Class 3 contains 563 members 
Mstep: Class 4 contains 705 members 
Mstep: Class 5 contains 47324 members 
Mstep: Class 6 contains 32121 members 
Mstep: Class 7 contains 43606 members 
Mstep: Class 8 contains 49384 members 
Mstep: Class 9 contains 40860 members 
Mstep: Class 10 contains 48172 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 44434 members 
Mstep: Class 14 contains 46389 members 
Mstep: Class 15 contains 43128 members 
Mstep: Class 16 contains 57895 members 
Mstep: Class 17 contains 51854 members 
Mstep: Class 18 contains 8845 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 45608 members 
Mstep: Class 22 contains 24124 members 
Mstep: Class 23 contains 42668 members 
Mstep: Class 24 contains 4531 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 606 members 
Mstep: Class 27 contains 49211 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105696.000000 Penalty: 97259.320312
Iteration 80F: 30 clusters Score -1.371057e+08 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 47841 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 703 members 
Mstep: Class 5 contains 47388 members 
Mstep: Class 6 contains 32077 members 
Mstep: Class 7 contains 43583 members 
Mstep: Class 8 contains 49387 members 
Mstep: Class 9 contains 40851 members 
Mstep: Class 10 contains 48112 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 44392 members 
Mstep: Class 14 contains 46688 members 
Mstep: Class 15 contains 43001 members 
Mstep: Class 16 contains 57903 members 
Mstep: Class 17 contains 51940 members 
Mstep: Class 18 contains 8425 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1056 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 24079 members 
Mstep: Class 23 contains 42669 members 
Mstep: Class 24 contains 4514 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 596 members 
Mstep: Class 27 contains 49222 members 
Mstep: Class 28 contains 3362 members 
Mstep: Class 29 contains 1981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137105776.000000 Penalty: 97259.320312
Iteration 81Q: 30 clusters Score -1.371058e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 47772 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 699 members 
Mstep: Class 5 contains 47441 members 
Mstep: Class 6 contains 32065 members 
Mstep: Class 7 contains 43617 members 
Mstep: Class 8 contains 49364 members 
Mstep: Class 9 contains 40853 members 
Mstep: Class 10 contains 48096 members 
Mstep: Class 11 contains 2426 members 
Mstep: Class 12 contains 1525 members 
Mstep: Class 13 contains 44366 members 
Mstep: Class 14 contains 46891 members 
Mstep: Class 15 contains 42879 members 
Mstep: Class 16 contains 57951 members 
Mstep: Class 17 contains 51919 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45802 members 
Mstep: Class 22 contains 24044 members 
Mstep: Class 23 contains 42677 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 49312 members 
Mstep: Class 28 contains 3469 members 
Mstep: Class 29 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106112.000000 Penalty: 97259.320312
Iteration 82Q: 30 clusters Score -1.371061e+08 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 47683 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 695 members 
Mstep: Class 5 contains 47473 members 
Mstep: Class 6 contains 32036 members 
Mstep: Class 7 contains 43649 members 
Mstep: Class 8 contains 49336 members 
Mstep: Class 9 contains 40847 members 
Mstep: Class 10 contains 48083 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1528 members 
Mstep: Class 13 contains 44323 members 
Mstep: Class 14 contains 47137 members 
Mstep: Class 15 contains 42792 members 
Mstep: Class 16 contains 57993 members 
Mstep: Class 17 contains 51871 members 
Mstep: Class 18 contains 7758 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45875 members 
Mstep: Class 22 contains 24034 members 
Mstep: Class 23 contains 42735 members 
Mstep: Class 24 contains 4495 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 585 members 
Mstep: Class 27 contains 49374 members 
Mstep: Class 28 contains 3557 members 
Mstep: Class 29 contains 2082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106176.000000 Penalty: 97259.320312
Iteration 83Q: 30 clusters Score -1.371062e+08 nChanged 5731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 47562 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 693 members 
Mstep: Class 5 contains 47594 members 
Mstep: Class 6 contains 32005 members 
Mstep: Class 7 contains 43679 members 
Mstep: Class 8 contains 49307 members 
Mstep: Class 9 contains 40843 members 
Mstep: Class 10 contains 48085 members 
Mstep: Class 11 contains 2428 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 44228 members 
Mstep: Class 14 contains 47401 members 
Mstep: Class 15 contains 42736 members 
Mstep: Class 16 contains 57979 members 
Mstep: Class 17 contains 51766 members 
Mstep: Class 18 contains 7517 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 45979 members 
Mstep: Class 22 contains 24044 members 
Mstep: Class 23 contains 42804 members 
Mstep: Class 24 contains 4479 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 583 members 
Mstep: Class 27 contains 49379 members 
Mstep: Class 28 contains 3655 members 
Mstep: Class 29 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106240.000000 Penalty: 97259.320312
Iteration 84Q: 30 clusters Score -1.371062e+08 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 47469 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 692 members 
Mstep: Class 5 contains 47706 members 
Mstep: Class 6 contains 31956 members 
Mstep: Class 7 contains 43738 members 
Mstep: Class 8 contains 49216 members 
Mstep: Class 9 contains 40870 members 
Mstep: Class 10 contains 48069 members 
Mstep: Class 11 contains 2430 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 44171 members 
Mstep: Class 14 contains 47653 members 
Mstep: Class 15 contains 42689 members 
Mstep: Class 16 contains 57999 members 
Mstep: Class 17 contains 51703 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1055 members 
Mstep: Class 21 contains 46061 members 
Mstep: Class 22 contains 24040 members 
Mstep: Class 23 contains 42873 members 
Mstep: Class 24 contains 4459 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 580 members 
Mstep: Class 27 contains 49327 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106864.000000 Penalty: 97259.320312
Iteration 85Q: 30 clusters Score -1.371069e+08 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 47364 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 47800 members 
Mstep: Class 6 contains 31892 members 
Mstep: Class 7 contains 43802 members 
Mstep: Class 8 contains 49124 members 
Mstep: Class 9 contains 40917 members 
Mstep: Class 10 contains 48085 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 1530 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 47908 members 
Mstep: Class 15 contains 42633 members 
Mstep: Class 16 contains 58031 members 
Mstep: Class 17 contains 51660 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46139 members 
Mstep: Class 22 contains 24059 members 
Mstep: Class 23 contains 42877 members 
Mstep: Class 24 contains 4452 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 578 members 
Mstep: Class 27 contains 49251 members 
Mstep: Class 28 contains 3847 members 
Mstep: Class 29 contains 2133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137106784.000000 Penalty: 97259.320312
Iteration 86Q: 30 clusters Score -1.371068e+08 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 47279 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 47871 members 
Mstep: Class 6 contains 31838 members 
Mstep: Class 7 contains 43870 members 
Mstep: Class 8 contains 49042 members 
Mstep: Class 9 contains 40956 members 
Mstep: Class 10 contains 48104 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 1529 members 
Mstep: Class 13 contains 44037 members 
Mstep: Class 14 contains 48169 members 
Mstep: Class 15 contains 42609 members 
Mstep: Class 16 contains 58039 members 
Mstep: Class 17 contains 51563 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46224 members 
Mstep: Class 22 contains 24055 members 
Mstep: Class 23 contains 42893 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 49210 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 2140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107008.000000 Penalty: 97259.320312
Iteration 87Q: 30 clusters Score -1.37107e+08 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 47220 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 47975 members 
Mstep: Class 6 contains 31804 members 
Mstep: Class 7 contains 43935 members 
Mstep: Class 8 contains 49023 members 
Mstep: Class 9 contains 40976 members 
Mstep: Class 10 contains 48120 members 
Mstep: Class 11 contains 2437 members 
Mstep: Class 12 contains 1526 members 
Mstep: Class 13 contains 43997 members 
Mstep: Class 14 contains 48370 members 
Mstep: Class 15 contains 42568 members 
Mstep: Class 16 contains 58043 members 
Mstep: Class 17 contains 51484 members 
Mstep: Class 18 contains 6728 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46270 members 
Mstep: Class 22 contains 24051 members 
Mstep: Class 23 contains 42900 members 
Mstep: Class 24 contains 4418 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 575 members 
Mstep: Class 27 contains 49112 members 
Mstep: Class 28 contains 4011 members 
Mstep: Class 29 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107216.000000 Penalty: 97259.320312
Iteration 88Q: 30 clusters Score -1.371072e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 47191 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 691 members 
Mstep: Class 5 contains 47991 members 
Mstep: Class 6 contains 31762 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 49029 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 10 contains 48132 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 12 contains 1524 members 
Mstep: Class 13 contains 43935 members 
Mstep: Class 14 contains 48579 members 
Mstep: Class 15 contains 42491 members 
Mstep: Class 16 contains 58046 members 
Mstep: Class 17 contains 51424 members 
Mstep: Class 18 contains 6554 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46278 members 
Mstep: Class 22 contains 24048 members 
Mstep: Class 23 contains 42929 members 
Mstep: Class 24 contains 4396 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 577 members 
Mstep: Class 27 contains 49076 members 
Mstep: Class 28 contains 4091 members 
Mstep: Class 29 contains 2158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108048.000000 Penalty: 97259.320312
Iteration 89Q: 30 clusters Score -1.37108e+08 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 47148 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 48051 members 
Mstep: Class 6 contains 31723 members 
Mstep: Class 7 contains 44086 members 
Mstep: Class 8 contains 49039 members 
Mstep: Class 9 contains 40994 members 
Mstep: Class 10 contains 48140 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 1522 members 
Mstep: Class 13 contains 43894 members 
Mstep: Class 14 contains 48754 members 
Mstep: Class 15 contains 42402 members 
Mstep: Class 16 contains 58058 members 
Mstep: Class 17 contains 51385 members 
Mstep: Class 18 contains 6410 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46235 members 
Mstep: Class 22 contains 24039 members 
Mstep: Class 23 contains 42927 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 578 members 
Mstep: Class 27 contains 49137 members 
Mstep: Class 28 contains 4166 members 
Mstep: Class 29 contains 2168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108240.000000 Penalty: 97259.320312
Iteration 90Q: 30 clusters Score -1.371082e+08 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 47082 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 48143 members 
Mstep: Class 6 contains 31681 members 
Mstep: Class 7 contains 44127 members 
Mstep: Class 8 contains 49043 members 
Mstep: Class 9 contains 40991 members 
Mstep: Class 10 contains 48105 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43854 members 
Mstep: Class 14 contains 48971 members 
Mstep: Class 15 contains 42337 members 
Mstep: Class 16 contains 58046 members 
Mstep: Class 17 contains 51398 members 
Mstep: Class 18 contains 6296 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46235 members 
Mstep: Class 22 contains 24021 members 
Mstep: Class 23 contains 42924 members 
Mstep: Class 24 contains 4361 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 49117 members 
Mstep: Class 28 contains 4229 members 
Mstep: Class 29 contains 2174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108080.000000 Penalty: 97259.320312
Iteration 91Q: 30 clusters Score -1.371081e+08 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 47021 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 48220 members 
Mstep: Class 6 contains 31654 members 
Mstep: Class 7 contains 44154 members 
Mstep: Class 8 contains 49057 members 
Mstep: Class 9 contains 41005 members 
Mstep: Class 10 contains 48091 members 
Mstep: Class 11 contains 2447 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43819 members 
Mstep: Class 14 contains 49150 members 
Mstep: Class 15 contains 42276 members 
Mstep: Class 16 contains 58056 members 
Mstep: Class 17 contains 51404 members 
Mstep: Class 18 contains 6172 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46210 members 
Mstep: Class 22 contains 24023 members 
Mstep: Class 23 contains 42864 members 
Mstep: Class 24 contains 4342 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 579 members 
Mstep: Class 27 contains 49144 members 
Mstep: Class 28 contains 4292 members 
Mstep: Class 29 contains 2179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108384.000000 Penalty: 97259.320312
Iteration 92Q: 30 clusters Score -1.371084e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 46990 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48251 members 
Mstep: Class 6 contains 31617 members 
Mstep: Class 7 contains 44208 members 
Mstep: Class 8 contains 49036 members 
Mstep: Class 9 contains 41034 members 
Mstep: Class 10 contains 48096 members 
Mstep: Class 11 contains 2448 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43770 members 
Mstep: Class 14 contains 49346 members 
Mstep: Class 15 contains 42249 members 
Mstep: Class 16 contains 58037 members 
Mstep: Class 17 contains 51383 members 
Mstep: Class 18 contains 6049 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46230 members 
Mstep: Class 22 contains 24016 members 
Mstep: Class 23 contains 42807 members 
Mstep: Class 24 contains 4325 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 578 members 
Mstep: Class 27 contains 49167 members 
Mstep: Class 28 contains 4344 members 
Mstep: Class 29 contains 2189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107888.000000 Penalty: 97259.320312
Iteration 93Q: 30 clusters Score -1.371079e+08 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 46990 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48278 members 
Mstep: Class 6 contains 31589 members 
Mstep: Class 7 contains 44265 members 
Mstep: Class 8 contains 49044 members 
Mstep: Class 9 contains 41054 members 
Mstep: Class 10 contains 48100 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43707 members 
Mstep: Class 14 contains 49524 members 
Mstep: Class 15 contains 42221 members 
Mstep: Class 16 contains 58050 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 5954 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46243 members 
Mstep: Class 22 contains 23994 members 
Mstep: Class 23 contains 42761 members 
Mstep: Class 24 contains 4309 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 572 members 
Mstep: Class 27 contains 49172 members 
Mstep: Class 28 contains 4393 members 
Mstep: Class 29 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107536.000000 Penalty: 97259.320312
Iteration 94Q: 30 clusters Score -1.371075e+08 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 46990 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48363 members 
Mstep: Class 6 contains 31524 members 
Mstep: Class 7 contains 44265 members 
Mstep: Class 8 contains 49091 members 
Mstep: Class 9 contains 41109 members 
Mstep: Class 10 contains 48078 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43620 members 
Mstep: Class 14 contains 49642 members 
Mstep: Class 15 contains 42203 members 
Mstep: Class 16 contains 58079 members 
Mstep: Class 17 contains 51286 members 
Mstep: Class 18 contains 5868 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46232 members 
Mstep: Class 22 contains 23962 members 
Mstep: Class 23 contains 42690 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 49201 members 
Mstep: Class 28 contains 4444 members 
Mstep: Class 29 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107536.000000 Penalty: 97259.320312
Iteration 95Q: 30 clusters Score -1.371075e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46998 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48358 members 
Mstep: Class 6 contains 31477 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 49153 members 
Mstep: Class 9 contains 41130 members 
Mstep: Class 10 contains 48074 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43561 members 
Mstep: Class 14 contains 49781 members 
Mstep: Class 15 contains 42164 members 
Mstep: Class 16 contains 58105 members 
Mstep: Class 17 contains 51232 members 
Mstep: Class 18 contains 5789 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46249 members 
Mstep: Class 22 contains 23940 members 
Mstep: Class 23 contains 42688 members 
Mstep: Class 24 contains 4270 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 49233 members 
Mstep: Class 28 contains 4488 members 
Mstep: Class 29 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107344.000000 Penalty: 97259.320312
Iteration 96Q: 30 clusters Score -1.371073e+08 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 47054 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48311 members 
Mstep: Class 6 contains 31448 members 
Mstep: Class 7 contains 44239 members 
Mstep: Class 8 contains 49168 members 
Mstep: Class 9 contains 41156 members 
Mstep: Class 10 contains 48055 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43500 members 
Mstep: Class 14 contains 49900 members 
Mstep: Class 15 contains 42178 members 
Mstep: Class 16 contains 58161 members 
Mstep: Class 17 contains 51182 members 
Mstep: Class 18 contains 5719 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46280 members 
Mstep: Class 22 contains 23932 members 
Mstep: Class 23 contains 42654 members 
Mstep: Class 24 contains 4248 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 49238 members 
Mstep: Class 28 contains 4524 members 
Mstep: Class 29 contains 2220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107184.000000 Penalty: 97259.320312
Iteration 97Q: 30 clusters Score -1.371072e+08 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 47065 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48295 members 
Mstep: Class 6 contains 31423 members 
Mstep: Class 7 contains 44250 members 
Mstep: Class 8 contains 49176 members 
Mstep: Class 9 contains 41182 members 
Mstep: Class 10 contains 48018 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43433 members 
Mstep: Class 14 contains 50013 members 
Mstep: Class 15 contains 42169 members 
Mstep: Class 16 contains 58236 members 
Mstep: Class 17 contains 51142 members 
Mstep: Class 18 contains 5657 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46282 members 
Mstep: Class 22 contains 23926 members 
Mstep: Class 23 contains 42627 members 
Mstep: Class 24 contains 4235 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 568 members 
Mstep: Class 27 contains 49261 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 2224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107520.000000 Penalty: 97259.320312
Iteration 98Q: 30 clusters Score -1.371075e+08 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 47076 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48298 members 
Mstep: Class 6 contains 31387 members 
Mstep: Class 7 contains 44237 members 
Mstep: Class 8 contains 49135 members 
Mstep: Class 9 contains 41216 members 
Mstep: Class 10 contains 47994 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43345 members 
Mstep: Class 14 contains 50136 members 
Mstep: Class 15 contains 42181 members 
Mstep: Class 16 contains 58358 members 
Mstep: Class 17 contains 51094 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46304 members 
Mstep: Class 22 contains 23903 members 
Mstep: Class 23 contains 42595 members 
Mstep: Class 24 contains 4220 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 567 members 
Mstep: Class 27 contains 49306 members 
Mstep: Class 28 contains 4576 members 
Mstep: Class 29 contains 2228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107696.000000 Penalty: 97259.320312
Iteration 99Q: 30 clusters Score -1.371077e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 47058 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48308 members 
Mstep: Class 6 contains 31366 members 
Mstep: Class 7 contains 44203 members 
Mstep: Class 8 contains 49139 members 
Mstep: Class 9 contains 41226 members 
Mstep: Class 10 contains 47972 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43258 members 
Mstep: Class 14 contains 50296 members 
Mstep: Class 15 contains 42187 members 
Mstep: Class 16 contains 58409 members 
Mstep: Class 17 contains 51060 members 
Mstep: Class 18 contains 5538 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46295 members 
Mstep: Class 22 contains 23885 members 
Mstep: Class 23 contains 42656 members 
Mstep: Class 24 contains 4205 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 566 members 
Mstep: Class 27 contains 49299 members 
Mstep: Class 28 contains 4597 members 
Mstep: Class 29 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137107920.000000 Penalty: 97259.320312
Iteration 100F: 30 clusters Score -1.371079e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 47046 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48334 members 
Mstep: Class 6 contains 31335 members 
Mstep: Class 7 contains 44142 members 
Mstep: Class 8 contains 49187 members 
Mstep: Class 9 contains 41240 members 
Mstep: Class 10 contains 47960 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43194 members 
Mstep: Class 14 contains 50456 members 
Mstep: Class 15 contains 42174 members 
Mstep: Class 16 contains 58372 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46306 members 
Mstep: Class 22 contains 23864 members 
Mstep: Class 23 contains 42734 members 
Mstep: Class 24 contains 4191 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 49239 members 
Mstep: Class 28 contains 4624 members 
Mstep: Class 29 contains 2234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108048.000000 Penalty: 97259.320312
Iteration 101Q: 30 clusters Score -1.37108e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 47031 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48332 members 
Mstep: Class 6 contains 31304 members 
Mstep: Class 7 contains 44118 members 
Mstep: Class 8 contains 49237 members 
Mstep: Class 9 contains 41260 members 
Mstep: Class 10 contains 47931 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43169 members 
Mstep: Class 14 contains 50588 members 
Mstep: Class 15 contains 42216 members 
Mstep: Class 16 contains 58323 members 
Mstep: Class 17 contains 51022 members 
Mstep: Class 18 contains 5435 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1054 members 
Mstep: Class 21 contains 46336 members 
Mstep: Class 22 contains 23859 members 
Mstep: Class 23 contains 42760 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 49203 members 
Mstep: Class 28 contains 4656 members 
Mstep: Class 29 contains 2235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137108864.000000 Penalty: 97259.320312
Iteration 102Q: 30 clusters Score -1.371089e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 47024 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48346 members 
Mstep: Class 6 contains 31272 members 
Mstep: Class 7 contains 44038 members 
Mstep: Class 8 contains 49294 members 
Mstep: Class 9 contains 41292 members 
Mstep: Class 10 contains 47937 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43108 members 
Mstep: Class 14 contains 50680 members 
Mstep: Class 15 contains 42262 members 
Mstep: Class 16 contains 58323 members 
Mstep: Class 17 contains 51005 members 
Mstep: Class 18 contains 5386 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 46310 members 
Mstep: Class 22 contains 23849 members 
Mstep: Class 23 contains 42785 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 565 members 
Mstep: Class 27 contains 49204 members 
Mstep: Class 28 contains 4678 members 
Mstep: Class 29 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109168.000000 Penalty: 97259.320312
Iteration 103Q: 30 clusters Score -1.371092e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 47035 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48333 members 
Mstep: Class 6 contains 31244 members 
Mstep: Class 7 contains 43962 members 
Mstep: Class 8 contains 49371 members 
Mstep: Class 9 contains 41285 members 
Mstep: Class 10 contains 47924 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 50755 members 
Mstep: Class 15 contains 42270 members 
Mstep: Class 16 contains 58313 members 
Mstep: Class 17 contains 51022 members 
Mstep: Class 18 contains 5332 members 
Mstep: Class 19 contains 503 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 46303 members 
Mstep: Class 22 contains 23831 members 
Mstep: Class 23 contains 42824 members 
Mstep: Class 24 contains 4158 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 564 members 
Mstep: Class 27 contains 49229 members 
Mstep: Class 28 contains 4700 members 
Mstep: Class 29 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109520.000000 Penalty: 97259.320312
Iteration 104Q: 30 clusters Score -1.371095e+08 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 47042 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 48260 members 
Mstep: Class 6 contains 31222 members 
Mstep: Class 7 contains 43894 members 
Mstep: Class 8 contains 49474 members 
Mstep: Class 9 contains 41250 members 
Mstep: Class 10 contains 47923 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43084 members 
Mstep: Class 14 contains 50811 members 
Mstep: Class 15 contains 42256 members 
Mstep: Class 16 contains 58381 members 
Mstep: Class 17 contains 51023 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 46309 members 
Mstep: Class 22 contains 23813 members 
Mstep: Class 23 contains 42861 members 
Mstep: Class 24 contains 4150 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 562 members 
Mstep: Class 27 contains 49207 members 
Mstep: Class 28 contains 4725 members 
Mstep: Class 29 contains 2241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109712.000000 Penalty: 97259.320312
Iteration 105Q: 30 clusters Score -1.371097e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 47058 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48240 members 
Mstep: Class 6 contains 31177 members 
Mstep: Class 7 contains 43876 members 
Mstep: Class 8 contains 49521 members 
Mstep: Class 9 contains 41228 members 
Mstep: Class 10 contains 47907 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43079 members 
Mstep: Class 14 contains 50825 members 
Mstep: Class 15 contains 42271 members 
Mstep: Class 16 contains 58424 members 
Mstep: Class 17 contains 51043 members 
Mstep: Class 18 contains 5258 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 46350 members 
Mstep: Class 22 contains 23793 members 
Mstep: Class 23 contains 42860 members 
Mstep: Class 24 contains 4142 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 561 members 
Mstep: Class 27 contains 49187 members 
Mstep: Class 28 contains 4752 members 
Mstep: Class 29 contains 2243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109584.000000 Penalty: 97259.320312
Iteration 106Q: 30 clusters Score -1.371096e+08 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 47053 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48219 members 
Mstep: Class 6 contains 31151 members 
Mstep: Class 7 contains 43831 members 
Mstep: Class 8 contains 49607 members 
Mstep: Class 9 contains 41206 members 
Mstep: Class 10 contains 47902 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43075 members 
Mstep: Class 14 contains 50811 members 
Mstep: Class 15 contains 42291 members 
Mstep: Class 16 contains 58476 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 5227 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1053 members 
Mstep: Class 21 contains 46385 members 
Mstep: Class 22 contains 23770 members 
Mstep: Class 23 contains 42831 members 
Mstep: Class 24 contains 4142 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 49188 members 
Mstep: Class 28 contains 4776 members 
Mstep: Class 29 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109280.000000 Penalty: 97259.320312
Iteration 107Q: 30 clusters Score -1.371093e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 47074 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48237 members 
Mstep: Class 6 contains 31115 members 
Mstep: Class 7 contains 43824 members 
Mstep: Class 8 contains 49697 members 
Mstep: Class 9 contains 41203 members 
Mstep: Class 10 contains 47900 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43056 members 
Mstep: Class 14 contains 50811 members 
Mstep: Class 15 contains 42302 members 
Mstep: Class 16 contains 58478 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 5181 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46412 members 
Mstep: Class 22 contains 23742 members 
Mstep: Class 23 contains 42803 members 
Mstep: Class 24 contains 4144 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 559 members 
Mstep: Class 27 contains 49174 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109632.000000 Penalty: 97259.320312
Iteration 108Q: 30 clusters Score -1.371096e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 47104 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48230 members 
Mstep: Class 6 contains 31081 members 
Mstep: Class 7 contains 43826 members 
Mstep: Class 8 contains 49751 members 
Mstep: Class 9 contains 41214 members 
Mstep: Class 10 contains 47897 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43017 members 
Mstep: Class 14 contains 50806 members 
Mstep: Class 15 contains 42332 members 
Mstep: Class 16 contains 58522 members 
Mstep: Class 17 contains 51090 members 
Mstep: Class 18 contains 5130 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46451 members 
Mstep: Class 22 contains 23726 members 
Mstep: Class 23 contains 42703 members 
Mstep: Class 24 contains 4138 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 49174 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 2255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109904.000000 Penalty: 97259.320312
Iteration 109Q: 30 clusters Score -1.371099e+08 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 47144 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48234 members 
Mstep: Class 6 contains 31046 members 
Mstep: Class 7 contains 43843 members 
Mstep: Class 8 contains 49811 members 
Mstep: Class 9 contains 41244 members 
Mstep: Class 10 contains 47896 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42985 members 
Mstep: Class 14 contains 50810 members 
Mstep: Class 15 contains 42335 members 
Mstep: Class 16 contains 58588 members 
Mstep: Class 17 contains 51067 members 
Mstep: Class 18 contains 5082 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46470 members 
Mstep: Class 22 contains 23719 members 
Mstep: Class 23 contains 42584 members 
Mstep: Class 24 contains 4137 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 49191 members 
Mstep: Class 28 contains 4818 members 
Mstep: Class 29 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109904.000000 Penalty: 97259.320312
Iteration 110Q: 30 clusters Score -1.371099e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 47161 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48232 members 
Mstep: Class 6 contains 31004 members 
Mstep: Class 7 contains 43864 members 
Mstep: Class 8 contains 49814 members 
Mstep: Class 9 contains 41284 members 
Mstep: Class 10 contains 47876 members 
Mstep: Class 11 contains 2453 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42976 members 
Mstep: Class 14 contains 50821 members 
Mstep: Class 15 contains 42333 members 
Mstep: Class 16 contains 58682 members 
Mstep: Class 17 contains 51083 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46524 members 
Mstep: Class 22 contains 23697 members 
Mstep: Class 23 contains 42462 members 
Mstep: Class 24 contains 4135 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 558 members 
Mstep: Class 27 contains 49205 members 
Mstep: Class 28 contains 4829 members 
Mstep: Class 29 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109776.000000 Penalty: 97259.320312
Iteration 111Q: 30 clusters Score -1.371098e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 47202 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48224 members 
Mstep: Class 6 contains 30967 members 
Mstep: Class 7 contains 43887 members 
Mstep: Class 8 contains 49867 members 
Mstep: Class 9 contains 41300 members 
Mstep: Class 10 contains 47855 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42943 members 
Mstep: Class 14 contains 50826 members 
Mstep: Class 15 contains 42358 members 
Mstep: Class 16 contains 58737 members 
Mstep: Class 17 contains 51061 members 
Mstep: Class 18 contains 4990 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46560 members 
Mstep: Class 22 contains 23684 members 
Mstep: Class 23 contains 42366 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 557 members 
Mstep: Class 27 contains 49213 members 
Mstep: Class 28 contains 4840 members 
Mstep: Class 29 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110272.000000 Penalty: 97259.320312
Iteration 112Q: 30 clusters Score -1.371103e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 47215 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48184 members 
Mstep: Class 6 contains 30942 members 
Mstep: Class 7 contains 43920 members 
Mstep: Class 8 contains 49905 members 
Mstep: Class 9 contains 41303 members 
Mstep: Class 10 contains 47828 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42951 members 
Mstep: Class 14 contains 50835 members 
Mstep: Class 15 contains 42398 members 
Mstep: Class 16 contains 58779 members 
Mstep: Class 17 contains 51069 members 
Mstep: Class 18 contains 4953 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 23684 members 
Mstep: Class 23 contains 42281 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 49189 members 
Mstep: Class 28 contains 4853 members 
Mstep: Class 29 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110288.000000 Penalty: 97259.320312
Iteration 113Q: 30 clusters Score -1.371103e+08 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 47234 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48177 members 
Mstep: Class 6 contains 30918 members 
Mstep: Class 7 contains 43959 members 
Mstep: Class 8 contains 49930 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 47797 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42972 members 
Mstep: Class 14 contains 50842 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 58823 members 
Mstep: Class 17 contains 51065 members 
Mstep: Class 18 contains 4922 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46600 members 
Mstep: Class 22 contains 23691 members 
Mstep: Class 23 contains 42187 members 
Mstep: Class 24 contains 4129 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 49143 members 
Mstep: Class 28 contains 4868 members 
Mstep: Class 29 contains 2300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110208.000000 Penalty: 97259.320312
Iteration 114Q: 30 clusters Score -1.371102e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 47213 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48200 members 
Mstep: Class 6 contains 30899 members 
Mstep: Class 7 contains 43980 members 
Mstep: Class 8 contains 49949 members 
Mstep: Class 9 contains 41311 members 
Mstep: Class 10 contains 47789 members 
Mstep: Class 11 contains 2450 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42986 members 
Mstep: Class 14 contains 50872 members 
Mstep: Class 15 contains 42438 members 
Mstep: Class 16 contains 58865 members 
Mstep: Class 17 contains 51086 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46616 members 
Mstep: Class 22 contains 23695 members 
Mstep: Class 23 contains 42084 members 
Mstep: Class 24 contains 4127 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 556 members 
Mstep: Class 27 contains 49094 members 
Mstep: Class 28 contains 4885 members 
Mstep: Class 29 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110320.000000 Penalty: 97259.320312
Iteration 115Q: 30 clusters Score -1.371103e+08 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 47199 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48206 members 
Mstep: Class 6 contains 30892 members 
Mstep: Class 7 contains 44033 members 
Mstep: Class 8 contains 49941 members 
Mstep: Class 9 contains 41280 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42999 members 
Mstep: Class 14 contains 50890 members 
Mstep: Class 15 contains 42443 members 
Mstep: Class 16 contains 58905 members 
Mstep: Class 17 contains 51073 members 
Mstep: Class 18 contains 4843 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46637 members 
Mstep: Class 22 contains 23714 members 
Mstep: Class 23 contains 41984 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 49117 members 
Mstep: Class 28 contains 4896 members 
Mstep: Class 29 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109984.000000 Penalty: 97259.320312
Iteration 116Q: 30 clusters Score -1.3711e+08 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48269 members 
Mstep: Class 6 contains 30879 members 
Mstep: Class 7 contains 44106 members 
Mstep: Class 8 contains 49918 members 
Mstep: Class 9 contains 41295 members 
Mstep: Class 10 contains 47781 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 42998 members 
Mstep: Class 14 contains 50917 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 58884 members 
Mstep: Class 17 contains 51122 members 
Mstep: Class 18 contains 4795 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46634 members 
Mstep: Class 22 contains 23721 members 
Mstep: Class 23 contains 41885 members 
Mstep: Class 24 contains 4113 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 49106 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110000.000000 Penalty: 97259.320312
Iteration 117Q: 30 clusters Score -1.3711e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 47147 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48299 members 
Mstep: Class 6 contains 30859 members 
Mstep: Class 7 contains 44187 members 
Mstep: Class 8 contains 49953 members 
Mstep: Class 9 contains 41331 members 
Mstep: Class 10 contains 47785 members 
Mstep: Class 11 contains 2452 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43013 members 
Mstep: Class 14 contains 50952 members 
Mstep: Class 15 contains 42427 members 
Mstep: Class 16 contains 58894 members 
Mstep: Class 17 contains 51115 members 
Mstep: Class 18 contains 4747 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46618 members 
Mstep: Class 22 contains 23708 members 
Mstep: Class 23 contains 41779 members 
Mstep: Class 24 contains 4116 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 555 members 
Mstep: Class 27 contains 49098 members 
Mstep: Class 28 contains 4917 members 
Mstep: Class 29 contains 2343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109984.000000 Penalty: 97259.320312
Iteration 118Q: 30 clusters Score -1.3711e+08 nChanged 2309
Entering ConstructFrom: 
Score: -137109984.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -1065841.250000 Penalty: 2145.280518
	Iteration 0F: 2 clusters Score -1065841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1060835.750000 Penalty: 4290.561035
	Iteration 0F: 3 clusters Score -1060836 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1062099.625000 Penalty: 4290.561035
	Iteration 1F: 3 clusters Score -1062100 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1062302.000000 Penalty: 4290.561035
	Iteration 2F: 3 clusters Score -1062302 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1062422.750000 Penalty: 4290.561035
	Iteration 3Q: 3 clusters Score -1062423 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1062523.000000 Penalty: 4290.561035
	Iteration 4Q: 3 clusters Score -1062523 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1062594.625000 Penalty: 4290.561035
	Iteration 5Q: 3 clusters Score -1062595 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1062652.625000 Penalty: 4290.561035
	Iteration 6Q: 3 clusters Score -1062653 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1062724.875000 Penalty: 4290.561035
	Iteration 7Q: 3 clusters Score -1062725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1062806.000000 Penalty: 4290.561035
	Iteration 8Q: 3 clusters Score -1062806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1062907.375000 Penalty: 4290.561035
	Iteration 9Q: 3 clusters Score -1062907 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1063004.500000 Penalty: 4290.561035
	Iteration 10Q: 3 clusters Score -1063004 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1063108.125000 Penalty: 4290.561035
	Iteration 11Q: 3 clusters Score -1063108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1063217.500000 Penalty: 4290.561035
	Iteration 12Q: 3 clusters Score -1063218 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1063323.000000 Penalty: 4290.561035
	Iteration 13Q: 3 clusters Score -1063323 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1063402.125000 Penalty: 4290.561035
	Iteration 14Q: 3 clusters Score -1063402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1063480.250000 Penalty: 4290.561035
	Iteration 15Q: 3 clusters Score -1063480 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1063568.375000 Penalty: 4290.561035
	Iteration 16Q: 3 clusters Score -1063568 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1063668.000000 Penalty: 4290.561035
	Iteration 17Q: 3 clusters Score -1063668 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1063732.875000 Penalty: 4290.561035
	Iteration 18Q: 3 clusters Score -1063733 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1063783.750000 Penalty: 4290.561035
	Iteration 19Q: 3 clusters Score -1063784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1063818.375000 Penalty: 4290.561035
	Iteration 20F: 3 clusters Score -1063818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1063852.875000 Penalty: 4290.561035
	Iteration 21Q: 3 clusters Score -1063853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1063880.375000 Penalty: 4290.561035
	Iteration 22Q: 3 clusters Score -1063880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1063900.125000 Penalty: 4290.561035
	Iteration 23Q: 3 clusters Score -1063900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1063915.875000 Penalty: 4290.561035
	Iteration 24Q: 3 clusters Score -1063916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1063931.875000 Penalty: 4290.561035
	Iteration 25Q: 3 clusters Score -1063932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1063940.125000 Penalty: 4290.561035
	Iteration 26Q: 3 clusters Score -1063940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1063946.125000 Penalty: 4290.561035
	Iteration 27Q: 3 clusters Score -1063946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1063949.625000 Penalty: 4290.561035
	Iteration 28Q: 3 clusters Score -1063950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1063951.625000 Penalty: 4290.561035
	Iteration 29Q: 3 clusters Score -1063952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1063954.750000 Penalty: 4290.561035
	Iteration 30Q: 3 clusters Score -1063955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1063959.125000 Penalty: 4290.561035
	Iteration 31Q: 3 clusters Score -1063959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1063962.250000 Penalty: 4290.561035
	Iteration 32Q: 3 clusters Score -1063962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1063964.000000 Penalty: 4290.561035
	Iteration 33Q: 3 clusters Score -1063964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1063965.000000 Penalty: 4290.561035
	Iteration 34Q: 3 clusters Score -1063965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1063968.250000 Penalty: 4290.561035
	Iteration 35Q: 3 clusters Score -1063968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1063970.875000 Penalty: 4290.561035
	Iteration 36Q: 3 clusters Score -1063971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1063972.125000 Penalty: 4290.561035
	Iteration 37Q: 3 clusters Score -1063972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1063974.500000 Penalty: 4290.561035
	Iteration 38Q: 3 clusters Score -1063974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1063978.750000 Penalty: 4290.561035
	Iteration 39Q: 3 clusters Score -1063979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1063980.625000 Penalty: 4290.561035
	Iteration 40F: 3 clusters Score -1063981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1063981.875000 Penalty: 4290.561035
	Iteration 41Q: 3 clusters Score -1063982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1063981.875000 Penalty: 4290.561035
	Iteration 42F: 3 clusters Score -1063982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Entering Unmasked Estep 
Score: -8812856.000000 Penalty: 2668.650146
	Iteration 0F: 2 clusters Score -8812856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -8782337.000000 Penalty: 5337.300293
	Iteration 0F: 3 clusters Score -8782337 nChanged 21561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -8794176.000000 Penalty: 5337.300293
	Iteration 1F: 3 clusters Score -8794176 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -8794708.000000 Penalty: 5337.300293
	Iteration 2Q: 3 clusters Score -8794708 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8795238.000000 Penalty: 5337.300293
	Iteration 3Q: 3 clusters Score -8795238 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -8795799.000000 Penalty: 5337.300293
	Iteration 4Q: 3 clusters Score -8795799 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -8796515.000000 Penalty: 5337.300293
	Iteration 5Q: 3 clusters Score -8796515 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -8797648.000000 Penalty: 5337.300293
	Iteration 6Q: 3 clusters Score -8797648 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -8799341.000000 Penalty: 5337.300293
	Iteration 7F: 3 clusters Score -8799341 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -8801663.000000 Penalty: 5337.300293
	Iteration 8F: 3 clusters Score -8801663 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -8804438.000000 Penalty: 5337.300293
	Iteration 9F: 3 clusters Score -8804438 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -8807108.000000 Penalty: 5337.300293
	Iteration 10F: 3 clusters Score -8807108 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8808860.000000 Penalty: 5337.300293
	Iteration 11Q: 3 clusters Score -8808860 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8809688.000000 Penalty: 5337.300293
	Iteration 12Q: 3 clusters Score -8809688 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8810107.000000 Penalty: 5337.300293
	Iteration 13Q: 3 clusters Score -8810107 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -8810341.000000 Penalty: 5337.300293
	Iteration 14Q: 3 clusters Score -8810341 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8810503.000000 Penalty: 5337.300293
	Iteration 15Q: 3 clusters Score -8810503 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8810582.000000 Penalty: 5337.300293
	Iteration 16Q: 3 clusters Score -8810582 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -8810614.000000 Penalty: 5337.300293
	Iteration 17Q: 3 clusters Score -8810614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8810635.000000 Penalty: 5337.300293
	Iteration 18Q: 3 clusters Score -8810635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46659 members 
Entering Unmasked Estep 
Score: -8810655.000000 Penalty: 5337.300293
	Iteration 19Q: 3 clusters Score -8810655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -8810686.000000 Penalty: 5337.300293
	Iteration 20F: 3 clusters Score -8810686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -8810715.000000 Penalty: 5337.300293
	Iteration 21Q: 3 clusters Score -8810715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8810723.000000 Penalty: 5337.300293
	Iteration 22Q: 3 clusters Score -8810723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -8810731.000000 Penalty: 5337.300293
	Iteration 23Q: 3 clusters Score -8810731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8810734.000000 Penalty: 5337.300293
	Iteration 24Q: 3 clusters Score -8810734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -8810734.000000 Penalty: 5337.300293
	Iteration 25F: 3 clusters Score -8810734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -76219.015625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -76219.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -74752.421875 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -74752.42 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -75033.179688 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -75033.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75199.679688 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -75199.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75315.429688 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -75315.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75420.468750 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -75420.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75486.726562 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -75486.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75502.429688 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -75502.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -75506.218750 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -75506.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75514.906250 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -75514.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -75537.609375 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -75537.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75556.968750 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -75556.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75561.695312 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -75561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75562.468750 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -75562.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -75562.468750 Penalty: 3136.882080
	Iteration 13F: 3 clusters Score -75562.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -97875.679688 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -97875.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -96237.742188 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -96237.74 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -96633.851562 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -96633.85 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96917.562500 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -96917.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -97102.289062 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -97102.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97309.398438 Penalty: 3239.315186
	Iteration 4F: 3 clusters Score -97309.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97424.585938 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -97424.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97489.617188 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -97489.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97508.351562 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -97508.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -97534.906250 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -97534.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97579.289062 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -97579.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97595.851562 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -97595.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97611.890625 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -97611.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97617.312500 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -97617.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97620.046875 Penalty: 3239.315186
	Iteration 13F: 3 clusters Score -97620.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97626.421875 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -97626.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97626.421875 Penalty: 3239.315186
	Iteration 15F: 3 clusters Score -97626.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Entering Unmasked Estep 
Score: -9181328.000000 Penalty: 2674.849609
	Iteration 0F: 2 clusters Score -9181328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -9152860.000000 Penalty: 5349.699219
	Iteration 0F: 3 clusters Score -9152860 nChanged 22324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -9165382.000000 Penalty: 5349.699219
	Iteration 1F: 3 clusters Score -9165382 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -9165999.000000 Penalty: 5349.699219
	Iteration 2Q: 3 clusters Score -9165999 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -9166456.000000 Penalty: 5349.699219
	Iteration 3Q: 3 clusters Score -9166456 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -9166943.000000 Penalty: 5349.699219
	Iteration 4Q: 3 clusters Score -9166943 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -9167427.000000 Penalty: 5349.699219
	Iteration 5Q: 3 clusters Score -9167427 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 26444 members 
Entering Unmasked Estep 
Score: -9167960.000000 Penalty: 5349.699219
	Iteration 6Q: 3 clusters Score -9167960 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -9168557.000000 Penalty: 5349.699219
	Iteration 7Q: 3 clusters Score -9168557 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -9169336.000000 Penalty: 5349.699219
	Iteration 8Q: 3 clusters Score -9169336 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -9170287.000000 Penalty: 5349.699219
	Iteration 9Q: 3 clusters Score -9170287 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -9171592.000000 Penalty: 5349.699219
	Iteration 10Q: 3 clusters Score -9171592 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -9173222.000000 Penalty: 5349.699219
	Iteration 11F: 3 clusters Score -9173222 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -9174847.000000 Penalty: 5349.699219
	Iteration 12Q: 3 clusters Score -9174847 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -9176246.000000 Penalty: 5349.699219
	Iteration 13Q: 3 clusters Score -9176246 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -9177031.000000 Penalty: 5349.699219
	Iteration 14Q: 3 clusters Score -9177031 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -9177462.000000 Penalty: 5349.699219
	Iteration 15Q: 3 clusters Score -9177462 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -9177731.000000 Penalty: 5349.699219
	Iteration 16Q: 3 clusters Score -9177731 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -9177996.000000 Penalty: 5349.699219
	Iteration 17Q: 3 clusters Score -9177996 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9178177.000000 Penalty: 5349.699219
	Iteration 18Q: 3 clusters Score -9178177 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -9178362.000000 Penalty: 5349.699219
	Iteration 19Q: 3 clusters Score -9178362 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -9178536.000000 Penalty: 5349.699219
	Iteration 20F: 3 clusters Score -9178536 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -9178750.000000 Penalty: 5349.699219
	Iteration 21Q: 3 clusters Score -9178750 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -9178939.000000 Penalty: 5349.699219
	Iteration 22Q: 3 clusters Score -9178939 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -9179090.000000 Penalty: 5349.699219
	Iteration 23Q: 3 clusters Score -9179090 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 42533 members 
Entering Unmasked Estep 
Score: -9179241.000000 Penalty: 5349.699219
	Iteration 24Q: 3 clusters Score -9179241 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -9179291.000000 Penalty: 5349.699219
	Iteration 25Q: 3 clusters Score -9179291 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -9179387.000000 Penalty: 5349.699219
	Iteration 26Q: 3 clusters Score -9179387 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -9179424.000000 Penalty: 5349.699219
	Iteration 27Q: 3 clusters Score -9179424 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -9179438.000000 Penalty: 5349.699219
	Iteration 28Q: 3 clusters Score -9179438 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -9179426.000000 Penalty: 5349.699219
	Iteration 29Q: 3 clusters Score -9179426 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -9179441.000000 Penalty: 5349.699219
	Iteration 30Q: 3 clusters Score -9179441 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -9179469.000000 Penalty: 5349.699219
	Iteration 31Q: 3 clusters Score -9179469 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -9179487.000000 Penalty: 5349.699219
	Iteration 32Q: 3 clusters Score -9179487 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -9179469.000000 Penalty: 5349.699219
	Iteration 33Q: 3 clusters Score -9179469 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -9179504.000000 Penalty: 5349.699219
	Iteration 34Q: 3 clusters Score -9179504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -9179520.000000 Penalty: 5349.699219
	Iteration 35Q: 3 clusters Score -9179520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -9179503.000000 Penalty: 5349.699219
	Iteration 36Q: 3 clusters Score -9179503 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9179515.000000 Penalty: 5349.699219
	Iteration 37Q: 3 clusters Score -9179515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -9179500.000000 Penalty: 5349.699219
	Iteration 38Q: 3 clusters Score -9179500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 47665 members 
Entering Unmasked Estep 
Score: -9179517.000000 Penalty: 5349.699219
	Iteration 39Q: 3 clusters Score -9179517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -9179526.000000 Penalty: 5349.699219
	Iteration 40F: 3 clusters Score -9179526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -9179524.000000 Penalty: 5349.699219
	Iteration 41Q: 3 clusters Score -9179524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -9179518.000000 Penalty: 5349.699219
	Iteration 42Q: 3 clusters Score -9179518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47717 members 
Entering Unmasked Estep 
Score: -9179517.000000 Penalty: 5349.699219
	Iteration 43Q: 3 clusters Score -9179517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -9179522.000000 Penalty: 5349.699219
	Iteration 44Q: 3 clusters Score -9179522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -9179519.000000 Penalty: 5349.699219
	Iteration 45Q: 3 clusters Score -9179519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -9179518.000000 Penalty: 5349.699219
	Iteration 46Q: 3 clusters Score -9179518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -9179505.000000 Penalty: 5349.699219
	Iteration 47Q: 3 clusters Score -9179505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47752 members 
Entering Unmasked Estep 
Score: -9179512.000000 Penalty: 5349.699219
	Iteration 48Q: 3 clusters Score -9179512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -9179504.000000 Penalty: 5349.699219
	Iteration 49Q: 3 clusters Score -9179504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -9179492.000000 Penalty: 5349.699219
	Iteration 50Q: 3 clusters Score -9179492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9179492.000000 Penalty: 5349.699219
	Iteration 51Q: 3 clusters Score -9179492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9179491.000000 Penalty: 5349.699219
	Iteration 52Q: 3 clusters Score -9179491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9179495.000000 Penalty: 5349.699219
	Iteration 53Q: 3 clusters Score -9179495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -9179492.000000 Penalty: 5349.699219
	Iteration 54Q: 3 clusters Score -9179492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -9179499.000000 Penalty: 5349.699219
	Iteration 55Q: 3 clusters Score -9179499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9179488.000000 Penalty: 5349.699219
	Iteration 56Q: 3 clusters Score -9179488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -9179488.000000 Penalty: 5349.699219
	Iteration 57F: 3 clusters Score -9179488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Entering Unmasked Estep 
Score: -5774397.000000 Penalty: 2563.460693
	Iteration 0F: 2 clusters Score -5774397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -5753397.500000 Penalty: 5126.921387
	Iteration 0F: 3 clusters Score -5753398 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5760815.000000 Penalty: 5126.921387
	Iteration 1F: 3 clusters Score -5760815 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5761244.500000 Penalty: 5126.921387
	Iteration 2Q: 3 clusters Score -5761244 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5761638.500000 Penalty: 5126.921387
	Iteration 3Q: 3 clusters Score -5761638 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -5762127.000000 Penalty: 5126.921387
	Iteration 4Q: 3 clusters Score -5762127 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5762663.500000 Penalty: 5126.921387
	Iteration 5Q: 3 clusters Score -5762664 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -5763448.500000 Penalty: 5126.921387
	Iteration 6Q: 3 clusters Score -5763448 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -5764558.000000 Penalty: 5126.921387
	Iteration 7F: 3 clusters Score -5764558 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -5765959.000000 Penalty: 5126.921387
	Iteration 8F: 3 clusters Score -5765959 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -5767555.000000 Penalty: 5126.921387
	Iteration 9F: 3 clusters Score -5767555 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5769118.000000 Penalty: 5126.921387
	Iteration 10F: 3 clusters Score -5769118 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -5770261.000000 Penalty: 5126.921387
	Iteration 11Q: 3 clusters Score -5770261 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -5770975.500000 Penalty: 5126.921387
	Iteration 12Q: 3 clusters Score -5770976 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -5771387.500000 Penalty: 5126.921387
	Iteration 13Q: 3 clusters Score -5771388 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5771598.500000 Penalty: 5126.921387
	Iteration 14Q: 3 clusters Score -5771598 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -5771730.500000 Penalty: 5126.921387
	Iteration 15Q: 3 clusters Score -5771730 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -5771812.000000 Penalty: 5126.921387
	Iteration 16Q: 3 clusters Score -5771812 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -5771878.500000 Penalty: 5126.921387
	Iteration 17Q: 3 clusters Score -5771878 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -5771937.000000 Penalty: 5126.921387
	Iteration 18Q: 3 clusters Score -5771937 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -5771964.000000 Penalty: 5126.921387
	Iteration 19Q: 3 clusters Score -5771964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5771994.000000 Penalty: 5126.921387
	Iteration 20F: 3 clusters Score -5771994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5772028.500000 Penalty: 5126.921387
	Iteration 21Q: 3 clusters Score -5772028 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
Score: -5772049.000000 Penalty: 5126.921387
	Iteration 22Q: 3 clusters Score -5772049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -5772071.500000 Penalty: 5126.921387
	Iteration 23Q: 3 clusters Score -5772072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -5772078.500000 Penalty: 5126.921387
	Iteration 24Q: 3 clusters Score -5772078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -5772098.000000 Penalty: 5126.921387
	Iteration 25Q: 3 clusters Score -5772098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -5772102.500000 Penalty: 5126.921387
	Iteration 26Q: 3 clusters Score -5772102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -5772110.500000 Penalty: 5126.921387
	Iteration 27Q: 3 clusters Score -5772110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -5772113.000000 Penalty: 5126.921387
	Iteration 28Q: 3 clusters Score -5772113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5772126.000000 Penalty: 5126.921387
	Iteration 29Q: 3 clusters Score -5772126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -5772127.000000 Penalty: 5126.921387
	Iteration 30Q: 3 clusters Score -5772127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5772133.000000 Penalty: 5126.921387
	Iteration 31Q: 3 clusters Score -5772133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -5772128.000000 Penalty: 5126.921387
	Iteration 32Q: 3 clusters Score -5772128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -5772133.000000 Penalty: 5126.921387
	Iteration 33Q: 3 clusters Score -5772133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -5772139.000000 Penalty: 5126.921387
	Iteration 34Q: 3 clusters Score -5772139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5772133.500000 Penalty: 5126.921387
	Iteration 35Q: 3 clusters Score -5772134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -5772134.500000 Penalty: 5126.921387
	Iteration 36Q: 3 clusters Score -5772134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -5772145.000000 Penalty: 5126.921387
	Iteration 37Q: 3 clusters Score -5772145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -5772143.000000 Penalty: 5126.921387
	Iteration 38Q: 3 clusters Score -5772143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -5772143.500000 Penalty: 5126.921387
	Iteration 39Q: 3 clusters Score -5772144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -5772143.000000 Penalty: 5126.921387
	Iteration 40F: 3 clusters Score -5772143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -5772136.500000 Penalty: 5126.921387
	Iteration 41Q: 3 clusters Score -5772136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -5772136.500000 Penalty: 5126.921387
	Iteration 42F: 3 clusters Score -5772136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Entering Unmasked Estep 
Score: -8276246.000000 Penalty: 2653.041016
	Iteration 0F: 2 clusters Score -8276246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -8247470.500000 Penalty: 5306.082031
	Iteration 0F: 3 clusters Score -8247470 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8258516.500000 Penalty: 5306.082031
	Iteration 1F: 3 clusters Score -8258516 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -8259093.500000 Penalty: 5306.082031
	Iteration 2Q: 3 clusters Score -8259094 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -8259649.000000 Penalty: 5306.082031
	Iteration 3Q: 3 clusters Score -8259649 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -8260314.000000 Penalty: 5306.082031
	Iteration 4Q: 3 clusters Score -8260314 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -8261105.000000 Penalty: 5306.082031
	Iteration 5Q: 3 clusters Score -8261105 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -8262101.500000 Penalty: 5306.082031
	Iteration 6Q: 3 clusters Score -8262102 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -8263557.500000 Penalty: 5306.082031
	Iteration 7F: 3 clusters Score -8263558 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8265373.500000 Penalty: 5306.082031
	Iteration 8F: 3 clusters Score -8265374 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -8267502.500000 Penalty: 5306.082031
	Iteration 9F: 3 clusters Score -8267502 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -8269399.500000 Penalty: 5306.082031
	Iteration 10F: 3 clusters Score -8269400 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -8270496.500000 Penalty: 5306.082031
	Iteration 11Q: 3 clusters Score -8270496 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8271165.500000 Penalty: 5306.082031
	Iteration 12Q: 3 clusters Score -8271166 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -8271571.500000 Penalty: 5306.082031
	Iteration 13Q: 3 clusters Score -8271572 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -8271815.500000 Penalty: 5306.082031
	Iteration 14Q: 3 clusters Score -8271816 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -8272081.500000 Penalty: 5306.082031
	Iteration 15Q: 3 clusters Score -8272082 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8272288.000000 Penalty: 5306.082031
	Iteration 16Q: 3 clusters Score -8272288 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -8272451.500000 Penalty: 5306.082031
	Iteration 17Q: 3 clusters Score -8272452 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8272686.500000 Penalty: 5306.082031
	Iteration 18Q: 3 clusters Score -8272686 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -8272876.500000 Penalty: 5306.082031
	Iteration 19Q: 3 clusters Score -8272876 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -8273095.000000 Penalty: 5306.082031
	Iteration 20F: 3 clusters Score -8273095 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -8273273.500000 Penalty: 5306.082031
	Iteration 21Q: 3 clusters Score -8273274 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8273434.500000 Penalty: 5306.082031
	Iteration 22Q: 3 clusters Score -8273434 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -8273549.000000 Penalty: 5306.082031
	Iteration 23Q: 3 clusters Score -8273549 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -8273670.000000 Penalty: 5306.082031
	Iteration 24Q: 3 clusters Score -8273670 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -8273775.000000 Penalty: 5306.082031
	Iteration 25Q: 3 clusters Score -8273775 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -8273841.500000 Penalty: 5306.082031
	Iteration 26Q: 3 clusters Score -8273842 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -8273947.500000 Penalty: 5306.082031
	Iteration 27Q: 3 clusters Score -8273948 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -8274020.000000 Penalty: 5306.082031
	Iteration 28Q: 3 clusters Score -8274020 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8274078.500000 Penalty: 5306.082031
	Iteration 29Q: 3 clusters Score -8274078 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -8274140.000000 Penalty: 5306.082031
	Iteration 30Q: 3 clusters Score -8274140 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -8274158.500000 Penalty: 5306.082031
	Iteration 31Q: 3 clusters Score -8274158 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -8274188.500000 Penalty: 5306.082031
	Iteration 32Q: 3 clusters Score -8274188 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -8274245.000000 Penalty: 5306.082031
	Iteration 33Q: 3 clusters Score -8274245 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -8274276.500000 Penalty: 5306.082031
	Iteration 34Q: 3 clusters Score -8274276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -8274301.000000 Penalty: 5306.082031
	Iteration 35Q: 3 clusters Score -8274301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8274319.500000 Penalty: 5306.082031
	Iteration 36Q: 3 clusters Score -8274320 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -8274313.000000 Penalty: 5306.082031
	Iteration 37Q: 3 clusters Score -8274313 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8274332.000000 Penalty: 5306.082031
	Iteration 38Q: 3 clusters Score -8274332 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -8274357.500000 Penalty: 5306.082031
	Iteration 39Q: 3 clusters Score -8274358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -8274368.500000 Penalty: 5306.082031
	Iteration 40F: 3 clusters Score -8274368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -8274378.500000 Penalty: 5306.082031
	Iteration 41Q: 3 clusters Score -8274378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -8274404.500000 Penalty: 5306.082031
	Iteration 42Q: 3 clusters Score -8274404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8274440.000000 Penalty: 5306.082031
	Iteration 43Q: 3 clusters Score -8274440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8274464.000000 Penalty: 5306.082031
	Iteration 44Q: 3 clusters Score -8274464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -8274471.500000 Penalty: 5306.082031
	Iteration 45Q: 3 clusters Score -8274472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8274484.500000 Penalty: 5306.082031
	Iteration 46Q: 3 clusters Score -8274484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8274497.500000 Penalty: 5306.082031
	Iteration 47Q: 3 clusters Score -8274498 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8274513.500000 Penalty: 5306.082031
	Iteration 48Q: 3 clusters Score -8274514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8274523.500000 Penalty: 5306.082031
	Iteration 49Q: 3 clusters Score -8274524 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8274525.500000 Penalty: 5306.082031
	Iteration 50Q: 3 clusters Score -8274526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8274540.500000 Penalty: 5306.082031
	Iteration 51Q: 3 clusters Score -8274540 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -8274543.000000 Penalty: 5306.082031
	Iteration 52Q: 3 clusters Score -8274543 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8274551.500000 Penalty: 5306.082031
	Iteration 53Q: 3 clusters Score -8274552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8274555.000000 Penalty: 5306.082031
	Iteration 54Q: 3 clusters Score -8274555 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8274566.500000 Penalty: 5306.082031
	Iteration 55Q: 3 clusters Score -8274566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8274564.000000 Penalty: 5306.082031
	Iteration 56Q: 3 clusters Score -8274564 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8274582.000000 Penalty: 5306.082031
	Iteration 57Q: 3 clusters Score -8274582 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -8274600.500000 Penalty: 5306.082031
	Iteration 58Q: 3 clusters Score -8274600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8274596.500000 Penalty: 5306.082031
	Iteration 59Q: 3 clusters Score -8274596 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8274611.000000 Penalty: 5306.082031
	Iteration 60F: 3 clusters Score -8274611 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -8274627.000000 Penalty: 5306.082031
	Iteration 61Q: 3 clusters Score -8274627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -8274631.500000 Penalty: 5306.082031
	Iteration 62Q: 3 clusters Score -8274632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8274623.000000 Penalty: 5306.082031
	Iteration 63Q: 3 clusters Score -8274623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -8274621.500000 Penalty: 5306.082031
	Iteration 64Q: 3 clusters Score -8274622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8274622.500000 Penalty: 5306.082031
	Iteration 65Q: 3 clusters Score -8274622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8274621.000000 Penalty: 5306.082031
	Iteration 66Q: 3 clusters Score -8274621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8274636.000000 Penalty: 5306.082031
	Iteration 67Q: 3 clusters Score -8274636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8274647.500000 Penalty: 5306.082031
	Iteration 68Q: 3 clusters Score -8274648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8274665.500000 Penalty: 5306.082031
	Iteration 69Q: 3 clusters Score -8274666 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8274671.000000 Penalty: 5306.082031
	Iteration 70Q: 3 clusters Score -8274671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8274683.000000 Penalty: 5306.082031
	Iteration 71Q: 3 clusters Score -8274683 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8274677.500000 Penalty: 5306.082031
	Iteration 72Q: 3 clusters Score -8274678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8274664.500000 Penalty: 5306.082031
	Iteration 73Q: 3 clusters Score -8274664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8274651.500000 Penalty: 5306.082031
	Iteration 74Q: 3 clusters Score -8274652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8274650.500000 Penalty: 5306.082031
	Iteration 75Q: 3 clusters Score -8274650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8274645.500000 Penalty: 5306.082031
	Iteration 76Q: 3 clusters Score -8274646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8274644.000000 Penalty: 5306.082031
	Iteration 77Q: 3 clusters Score -8274644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8274643.000000 Penalty: 5306.082031
	Iteration 78Q: 3 clusters Score -8274643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8274645.000000 Penalty: 5306.082031
	Iteration 79Q: 3 clusters Score -8274645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8274652.000000 Penalty: 5306.082031
	Iteration 80F: 3 clusters Score -8274652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8274664.500000 Penalty: 5306.082031
	Iteration 81Q: 3 clusters Score -8274664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8274663.500000 Penalty: 5306.082031
	Iteration 82Q: 3 clusters Score -8274664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8274652.500000 Penalty: 5306.082031
	Iteration 83Q: 3 clusters Score -8274652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8274647.000000 Penalty: 5306.082031
	Iteration 84Q: 3 clusters Score -8274647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8274640.000000 Penalty: 5306.082031
	Iteration 85Q: 3 clusters Score -8274640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8274648.500000 Penalty: 5306.082031
	Iteration 86Q: 3 clusters Score -8274648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8274650.500000 Penalty: 5306.082031
	Iteration 87Q: 3 clusters Score -8274650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8274642.000000 Penalty: 5306.082031
	Iteration 88Q: 3 clusters Score -8274642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8274636.500000 Penalty: 5306.082031
	Iteration 89Q: 3 clusters Score -8274636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8274648.500000 Penalty: 5306.082031
	Iteration 90Q: 3 clusters Score -8274648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8274643.500000 Penalty: 5306.082031
	Iteration 91Q: 3 clusters Score -8274644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8274643.500000 Penalty: 5306.082031
	Iteration 92F: 3 clusters Score -8274644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49975 members 
Entering Unmasked Estep 
Score: -9445002.000000 Penalty: 2683.180908
	Iteration 0F: 2 clusters Score -9445002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -9414351.000000 Penalty: 5366.361816
	Iteration 0F: 3 clusters Score -9414351 nChanged 23199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9427386.000000 Penalty: 5366.361816
	Iteration 1F: 3 clusters Score -9427386 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -9427896.000000 Penalty: 5366.361816
	Iteration 2Q: 3 clusters Score -9427896 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 25772 members 
Entering Unmasked Estep 
Score: -9428283.000000 Penalty: 5366.361816
	Iteration 3Q: 3 clusters Score -9428283 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -9428751.000000 Penalty: 5366.361816
	Iteration 4Q: 3 clusters Score -9428751 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -9429285.000000 Penalty: 5366.361816
	Iteration 5Q: 3 clusters Score -9429285 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -9429975.000000 Penalty: 5366.361816
	Iteration 6Q: 3 clusters Score -9429975 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -9430997.000000 Penalty: 5366.361816
	Iteration 7Q: 3 clusters Score -9430997 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -9432336.000000 Penalty: 5366.361816
	Iteration 8Q: 3 clusters Score -9432336 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -9434292.000000 Penalty: 5366.361816
	Iteration 9F: 3 clusters Score -9434292 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9436417.000000 Penalty: 5366.361816
	Iteration 10F: 3 clusters Score -9436417 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9438167.000000 Penalty: 5366.361816
	Iteration 11F: 3 clusters Score -9438167 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -9439166.000000 Penalty: 5366.361816
	Iteration 12Q: 3 clusters Score -9439166 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -9439816.000000 Penalty: 5366.361816
	Iteration 13Q: 3 clusters Score -9439816 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -9440299.000000 Penalty: 5366.361816
	Iteration 14Q: 3 clusters Score -9440299 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -9440645.000000 Penalty: 5366.361816
	Iteration 15Q: 3 clusters Score -9440645 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -9440940.000000 Penalty: 5366.361816
	Iteration 16Q: 3 clusters Score -9440940 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -9441215.000000 Penalty: 5366.361816
	Iteration 17Q: 3 clusters Score -9441215 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9441537.000000 Penalty: 5366.361816
	Iteration 18Q: 3 clusters Score -9441537 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -9441795.000000 Penalty: 5366.361816
	Iteration 19Q: 3 clusters Score -9441795 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -9442054.000000 Penalty: 5366.361816
	Iteration 20F: 3 clusters Score -9442054 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -9442276.000000 Penalty: 5366.361816
	Iteration 21Q: 3 clusters Score -9442276 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 40525 members 
Entering Unmasked Estep 
Score: -9442487.000000 Penalty: 5366.361816
	Iteration 22Q: 3 clusters Score -9442487 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 40702 members 
Entering Unmasked Estep 
Score: -9442702.000000 Penalty: 5366.361816
	Iteration 23Q: 3 clusters Score -9442702 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -9442840.000000 Penalty: 5366.361816
	Iteration 24Q: 3 clusters Score -9442840 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -9442989.000000 Penalty: 5366.361816
	Iteration 25Q: 3 clusters Score -9442989 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -9443167.000000 Penalty: 5366.361816
	Iteration 26Q: 3 clusters Score -9443167 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9443283.000000 Penalty: 5366.361816
	Iteration 27Q: 3 clusters Score -9443283 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -9443388.000000 Penalty: 5366.361816
	Iteration 28Q: 3 clusters Score -9443388 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -9443475.000000 Penalty: 5366.361816
	Iteration 29Q: 3 clusters Score -9443475 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -9443604.000000 Penalty: 5366.361816
	Iteration 30Q: 3 clusters Score -9443604 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -9443704.000000 Penalty: 5366.361816
	Iteration 31Q: 3 clusters Score -9443704 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -9443781.000000 Penalty: 5366.361816
	Iteration 32Q: 3 clusters Score -9443781 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -9443833.000000 Penalty: 5366.361816
	Iteration 33Q: 3 clusters Score -9443833 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -9443916.000000 Penalty: 5366.361816
	Iteration 34Q: 3 clusters Score -9443916 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -9443942.000000 Penalty: 5366.361816
	Iteration 35Q: 3 clusters Score -9443942 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -9443989.000000 Penalty: 5366.361816
	Iteration 36Q: 3 clusters Score -9443989 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -9444006.000000 Penalty: 5366.361816
	Iteration 37Q: 3 clusters Score -9444006 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -9444044.000000 Penalty: 5366.361816
	Iteration 38Q: 3 clusters Score -9444044 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -9444068.000000 Penalty: 5366.361816
	Iteration 39Q: 3 clusters Score -9444068 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -9444061.000000 Penalty: 5366.361816
	Iteration 40F: 3 clusters Score -9444061 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -9444067.000000 Penalty: 5366.361816
	Iteration 41Q: 3 clusters Score -9444067 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -9444098.000000 Penalty: 5366.361816
	Iteration 42Q: 3 clusters Score -9444098 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -9444104.000000 Penalty: 5366.361816
	Iteration 43Q: 3 clusters Score -9444104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -9444074.000000 Penalty: 5366.361816
	Iteration 44Q: 3 clusters Score -9444074 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -9444049.000000 Penalty: 5366.361816
	Iteration 45Q: 3 clusters Score -9444049 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -9444013.000000 Penalty: 5366.361816
	Iteration 46Q: 3 clusters Score -9444013 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -9443977.000000 Penalty: 5366.361816
	Iteration 47Q: 3 clusters Score -9443977 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 45916 members 
Entering Unmasked Estep 
Score: -9443952.000000 Penalty: 5366.361816
	Iteration 48Q: 3 clusters Score -9443952 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -9443909.000000 Penalty: 5366.361816
	Iteration 49Q: 3 clusters Score -9443909 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -9443870.000000 Penalty: 5366.361816
	Iteration 50Q: 3 clusters Score -9443870 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -9443850.000000 Penalty: 5366.361816
	Iteration 51Q: 3 clusters Score -9443850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -9443829.000000 Penalty: 5366.361816
	Iteration 52Q: 3 clusters Score -9443829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9443798.000000 Penalty: 5366.361816
	Iteration 53Q: 3 clusters Score -9443798 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -9443773.000000 Penalty: 5366.361816
	Iteration 54Q: 3 clusters Score -9443773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -9443756.000000 Penalty: 5366.361816
	Iteration 55Q: 3 clusters Score -9443756 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -9443736.000000 Penalty: 5366.361816
	Iteration 56Q: 3 clusters Score -9443736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -9443709.000000 Penalty: 5366.361816
	Iteration 57Q: 3 clusters Score -9443709 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -9443701.000000 Penalty: 5366.361816
	Iteration 58Q: 3 clusters Score -9443701 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -9443694.000000 Penalty: 5366.361816
	Iteration 59Q: 3 clusters Score -9443694 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -9443675.000000 Penalty: 5366.361816
	Iteration 60F: 3 clusters Score -9443675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -9443660.000000 Penalty: 5366.361816
	Iteration 61Q: 3 clusters Score -9443660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -9443635.000000 Penalty: 5366.361816
	Iteration 62Q: 3 clusters Score -9443635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -9443615.000000 Penalty: 5366.361816
	Iteration 63Q: 3 clusters Score -9443615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -9443591.000000 Penalty: 5366.361816
	Iteration 64Q: 3 clusters Score -9443591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -9443613.000000 Penalty: 5366.361816
	Iteration 65Q: 3 clusters Score -9443613 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -9443604.000000 Penalty: 5366.361816
	Iteration 66Q: 3 clusters Score -9443604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -9443590.000000 Penalty: 5366.361816
	Iteration 67Q: 3 clusters Score -9443590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9443577.000000 Penalty: 5366.361816
	Iteration 68Q: 3 clusters Score -9443577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 47719 members 
Entering Unmasked Estep 
Score: -9443576.000000 Penalty: 5366.361816
	Iteration 69Q: 3 clusters Score -9443576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9443594.000000 Penalty: 5366.361816
	Iteration 70Q: 3 clusters Score -9443594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -9443585.000000 Penalty: 5366.361816
	Iteration 71Q: 3 clusters Score -9443585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -9443558.000000 Penalty: 5366.361816
	Iteration 72Q: 3 clusters Score -9443558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -9443559.000000 Penalty: 5366.361816
	Iteration 73Q: 3 clusters Score -9443559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9443556.000000 Penalty: 5366.361816
	Iteration 74Q: 3 clusters Score -9443556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -9443556.000000 Penalty: 5366.361816
	Iteration 75Q: 3 clusters Score -9443556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -9443536.000000 Penalty: 5366.361816
	Iteration 76Q: 3 clusters Score -9443536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -9443530.000000 Penalty: 5366.361816
	Iteration 77Q: 3 clusters Score -9443530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -9443527.000000 Penalty: 5366.361816
	Iteration 78Q: 3 clusters Score -9443527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -9443517.000000 Penalty: 5366.361816
	Iteration 79Q: 3 clusters Score -9443517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -9443525.000000 Penalty: 5366.361816
	Iteration 80F: 3 clusters Score -9443525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9443510.000000 Penalty: 5366.361816
	Iteration 81Q: 3 clusters Score -9443510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9443516.000000 Penalty: 5366.361816
	Iteration 82Q: 3 clusters Score -9443516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -9443513.000000 Penalty: 5366.361816
	Iteration 83Q: 3 clusters Score -9443513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9443514.000000 Penalty: 5366.361816
	Iteration 84Q: 3 clusters Score -9443514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -9443509.000000 Penalty: 5366.361816
	Iteration 85Q: 3 clusters Score -9443509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -9443516.000000 Penalty: 5366.361816
	Iteration 86Q: 3 clusters Score -9443516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -9443514.000000 Penalty: 5366.361816
	Iteration 87Q: 3 clusters Score -9443514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -9443514.000000 Penalty: 5366.361816
	Iteration 88Q: 3 clusters Score -9443514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -9443520.000000 Penalty: 5366.361816
	Iteration 89Q: 3 clusters Score -9443520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9443514.000000 Penalty: 5366.361816
	Iteration 90Q: 3 clusters Score -9443514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -9443504.000000 Penalty: 5366.361816
	Iteration 91Q: 3 clusters Score -9443504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 48315 members 
Entering Unmasked Estep 
Score: -9443492.000000 Penalty: 5366.361816
	Iteration 92Q: 3 clusters Score -9443492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -9443489.000000 Penalty: 5366.361816
	Iteration 93Q: 3 clusters Score -9443489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -9443468.000000 Penalty: 5366.361816
	Iteration 94Q: 3 clusters Score -9443468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9443474.000000 Penalty: 5366.361816
	Iteration 95Q: 3 clusters Score -9443474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -9443483.000000 Penalty: 5366.361816
	Iteration 96Q: 3 clusters Score -9443483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -9443478.000000 Penalty: 5366.361816
	Iteration 97Q: 3 clusters Score -9443478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9443455.000000 Penalty: 5366.361816
	Iteration 98Q: 3 clusters Score -9443455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9443465.000000 Penalty: 5366.361816
	Iteration 99Q: 3 clusters Score -9443465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9443466.000000 Penalty: 5366.361816
	Iteration 100F: 3 clusters Score -9443466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 48410 members 
Entering Unmasked Estep 
Score: -9443474.000000 Penalty: 5366.361816
	Iteration 101Q: 3 clusters Score -9443474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -9443477.000000 Penalty: 5366.361816
	Iteration 102Q: 3 clusters Score -9443477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 48431 members 
Entering Unmasked Estep 
Score: -9443468.000000 Penalty: 5366.361816
	Iteration 103Q: 3 clusters Score -9443468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -9443451.000000 Penalty: 5366.361816
	Iteration 104Q: 3 clusters Score -9443451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9443455.000000 Penalty: 5366.361816
	Iteration 105Q: 3 clusters Score -9443455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -9443448.000000 Penalty: 5366.361816
	Iteration 106Q: 3 clusters Score -9443448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -9443452.000000 Penalty: 5366.361816
	Iteration 107Q: 3 clusters Score -9443452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 48492 members 
Entering Unmasked Estep 
Score: -9443446.000000 Penalty: 5366.361816
	Iteration 108Q: 3 clusters Score -9443446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 48494 members 
Entering Unmasked Estep 
Score: -9443450.000000 Penalty: 5366.361816
	Iteration 109Q: 3 clusters Score -9443450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9443440.000000 Penalty: 5366.361816
	Iteration 110Q: 3 clusters Score -9443440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9443451.000000 Penalty: 5366.361816
	Iteration 111Q: 3 clusters Score -9443451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -9443446.000000 Penalty: 5366.361816
	Iteration 112Q: 3 clusters Score -9443446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9443441.000000 Penalty: 5366.361816
	Iteration 113Q: 3 clusters Score -9443441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -9443446.000000 Penalty: 5366.361816
	Iteration 114Q: 3 clusters Score -9443446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -9443450.000000 Penalty: 5366.361816
	Iteration 115Q: 3 clusters Score -9443450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -9443450.000000 Penalty: 5366.361816
	Iteration 116Q: 3 clusters Score -9443450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9443443.000000 Penalty: 5366.361816
	Iteration 117Q: 3 clusters Score -9443443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -9443442.000000 Penalty: 5366.361816
	Iteration 118Q: 3 clusters Score -9443442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -9443444.000000 Penalty: 5366.361816
	Iteration 119Q: 3 clusters Score -9443444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9443438.000000 Penalty: 5366.361816
	Iteration 120F: 3 clusters Score -9443438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Entering Unmasked Estep 
Score: -7688923.500000 Penalty: 2636.221436
	Iteration 0F: 2 clusters Score -7688924 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 20700 members 
Entering Unmasked Estep 
Score: -7661133.000000 Penalty: 5272.442871
	Iteration 0F: 3 clusters Score -7661133 nChanged 18937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7672073.500000 Penalty: 5272.442871
	Iteration 1F: 3 clusters Score -7672074 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -7673083.000000 Penalty: 5272.442871
	Iteration 2F: 3 clusters Score -7673083 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -7674202.000000 Penalty: 5272.442871
	Iteration 3F: 3 clusters Score -7674202 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -7675663.000000 Penalty: 5272.442871
	Iteration 4F: 3 clusters Score -7675663 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -7677377.500000 Penalty: 5272.442871
	Iteration 5F: 3 clusters Score -7677378 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -7679193.000000 Penalty: 5272.442871
	Iteration 6F: 3 clusters Score -7679193 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -7681130.500000 Penalty: 5272.442871
	Iteration 7F: 3 clusters Score -7681130 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -7683013.000000 Penalty: 5272.442871
	Iteration 8F: 3 clusters Score -7683013 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -7684209.000000 Penalty: 5272.442871
	Iteration 9Q: 3 clusters Score -7684209 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -7684950.500000 Penalty: 5272.442871
	Iteration 10Q: 3 clusters Score -7684950 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -7685421.000000 Penalty: 5272.442871
	Iteration 11Q: 3 clusters Score -7685421 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7685782.500000 Penalty: 5272.442871
	Iteration 12Q: 3 clusters Score -7685782 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7686114.000000 Penalty: 5272.442871
	Iteration 13Q: 3 clusters Score -7686114 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -7686370.000000 Penalty: 5272.442871
	Iteration 14Q: 3 clusters Score -7686370 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -7686544.000000 Penalty: 5272.442871
	Iteration 15Q: 3 clusters Score -7686544 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -7686731.000000 Penalty: 5272.442871
	Iteration 16Q: 3 clusters Score -7686731 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -7686849.000000 Penalty: 5272.442871
	Iteration 17Q: 3 clusters Score -7686849 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7686955.500000 Penalty: 5272.442871
	Iteration 18Q: 3 clusters Score -7686956 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7687017.500000 Penalty: 5272.442871
	Iteration 19Q: 3 clusters Score -7687018 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7687094.500000 Penalty: 5272.442871
	Iteration 20F: 3 clusters Score -7687094 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -7687171.500000 Penalty: 5272.442871
	Iteration 21Q: 3 clusters Score -7687172 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -7687264.000000 Penalty: 5272.442871
	Iteration 22Q: 3 clusters Score -7687264 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -7687324.500000 Penalty: 5272.442871
	Iteration 23Q: 3 clusters Score -7687324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -7687370.000000 Penalty: 5272.442871
	Iteration 24Q: 3 clusters Score -7687370 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -7687417.500000 Penalty: 5272.442871
	Iteration 25Q: 3 clusters Score -7687418 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -7687435.500000 Penalty: 5272.442871
	Iteration 26Q: 3 clusters Score -7687436 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7687478.000000 Penalty: 5272.442871
	Iteration 27Q: 3 clusters Score -7687478 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -7687509.500000 Penalty: 5272.442871
	Iteration 28Q: 3 clusters Score -7687510 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37631 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7687541.500000 Penalty: 5272.442871
	Iteration 29Q: 3 clusters Score -7687542 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7687572.000000 Penalty: 5272.442871
	Iteration 30Q: 3 clusters Score -7687572 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7687591.500000 Penalty: 5272.442871
	Iteration 31Q: 3 clusters Score -7687592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7687603.500000 Penalty: 5272.442871
	Iteration 32Q: 3 clusters Score -7687604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7687603.500000 Penalty: 5272.442871
	Iteration 33Q: 3 clusters Score -7687604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7687603.500000 Penalty: 5272.442871
	Iteration 34Q: 3 clusters Score -7687604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7687613.500000 Penalty: 5272.442871
	Iteration 35Q: 3 clusters Score -7687614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -7687623.500000 Penalty: 5272.442871
	Iteration 36Q: 3 clusters Score -7687624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -7687624.500000 Penalty: 5272.442871
	Iteration 37Q: 3 clusters Score -7687624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -7687629.000000 Penalty: 5272.442871
	Iteration 38Q: 3 clusters Score -7687629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7687648.500000 Penalty: 5272.442871
	Iteration 39Q: 3 clusters Score -7687648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -7687643.000000 Penalty: 5272.442871
	Iteration 40F: 3 clusters Score -7687643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -7687652.000000 Penalty: 5272.442871
	Iteration 41Q: 3 clusters Score -7687652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -7687667.000000 Penalty: 5272.442871
	Iteration 42Q: 3 clusters Score -7687667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7687675.000000 Penalty: 5272.442871
	Iteration 43Q: 3 clusters Score -7687675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7687679.000000 Penalty: 5272.442871
	Iteration 44Q: 3 clusters Score -7687679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7687678.000000 Penalty: 5272.442871
	Iteration 45Q: 3 clusters Score -7687678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7687676.000000 Penalty: 5272.442871
	Iteration 46Q: 3 clusters Score -7687676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7687677.500000 Penalty: 5272.442871
	Iteration 47Q: 3 clusters Score -7687678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7687688.500000 Penalty: 5272.442871
	Iteration 48Q: 3 clusters Score -7687688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7687680.500000 Penalty: 5272.442871
	Iteration 49Q: 3 clusters Score -7687680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7687682.000000 Penalty: 5272.442871
	Iteration 50Q: 3 clusters Score -7687682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7687680.500000 Penalty: 5272.442871
	Iteration 51Q: 3 clusters Score -7687680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -7687688.500000 Penalty: 5272.442871
	Iteration 52Q: 3 clusters Score -7687688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7687688.000000 Penalty: 5272.442871
	Iteration 53Q: 3 clusters Score -7687688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7687694.000000 Penalty: 5272.442871
	Iteration 54Q: 3 clusters Score -7687694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38369 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -7687691.000000 Penalty: 5272.442871
	Iteration 55Q: 3 clusters Score -7687691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7687701.000000 Penalty: 5272.442871
	Iteration 56Q: 3 clusters Score -7687701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -7687704.000000 Penalty: 5272.442871
	Iteration 57Q: 3 clusters Score -7687704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7687704.000000 Penalty: 5272.442871
	Iteration 58Q: 3 clusters Score -7687704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7687696.000000 Penalty: 5272.442871
	Iteration 59Q: 3 clusters Score -7687696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -7687696.500000 Penalty: 5272.442871
	Iteration 60F: 3 clusters Score -7687696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7687706.000000 Penalty: 5272.442871
	Iteration 61Q: 3 clusters Score -7687706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -7687709.500000 Penalty: 5272.442871
	Iteration 62Q: 3 clusters Score -7687710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7687709.000000 Penalty: 5272.442871
	Iteration 63Q: 3 clusters Score -7687709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7687708.500000 Penalty: 5272.442871
	Iteration 64Q: 3 clusters Score -7687708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7687705.000000 Penalty: 5272.442871
	Iteration 65Q: 3 clusters Score -7687705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7687713.500000 Penalty: 5272.442871
	Iteration 66Q: 3 clusters Score -7687714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7687715.500000 Penalty: 5272.442871
	Iteration 67Q: 3 clusters Score -7687716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7687721.500000 Penalty: 5272.442871
	Iteration 68Q: 3 clusters Score -7687722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7687714.000000 Penalty: 5272.442871
	Iteration 69Q: 3 clusters Score -7687714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7687713.000000 Penalty: 5272.442871
	Iteration 70Q: 3 clusters Score -7687713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -7687719.500000 Penalty: 5272.442871
	Iteration 71Q: 3 clusters Score -7687720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7687726.000000 Penalty: 5272.442871
	Iteration 72Q: 3 clusters Score -7687726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7687726.000000 Penalty: 5272.442871
	Iteration 73F: 3 clusters Score -7687726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Entering Unmasked Estep 
Score: -8962810.000000 Penalty: 2672.052246
	Iteration 0F: 2 clusters Score -8962810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -8932886.000000 Penalty: 5344.104492
	Iteration 0F: 3 clusters Score -8932886 nChanged 22044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -8945163.000000 Penalty: 5344.104492
	Iteration 1F: 3 clusters Score -8945163 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -8945719.000000 Penalty: 5344.104492
	Iteration 2Q: 3 clusters Score -8945719 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8946353.000000 Penalty: 5344.104492
	Iteration 3Q: 3 clusters Score -8946353 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8947045.000000 Penalty: 5344.104492
	Iteration 4Q: 3 clusters Score -8947045 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -8947862.000000 Penalty: 5344.104492
	Iteration 5Q: 3 clusters Score -8947862 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -8948908.000000 Penalty: 5344.104492
	Iteration 6Q: 3 clusters Score -8948908 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8950240.000000 Penalty: 5344.104492
	Iteration 7Q: 3 clusters Score -8950240 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -8951850.000000 Penalty: 5344.104492
	Iteration 8F: 3 clusters Score -8951850 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8953746.000000 Penalty: 5344.104492
	Iteration 9F: 3 clusters Score -8953746 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8955569.000000 Penalty: 5344.104492
	Iteration 10F: 3 clusters Score -8955569 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -8956699.000000 Penalty: 5344.104492
	Iteration 11Q: 3 clusters Score -8956699 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -8957319.000000 Penalty: 5344.104492
	Iteration 12Q: 3 clusters Score -8957319 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8957568.000000 Penalty: 5344.104492
	Iteration 13Q: 3 clusters Score -8957568 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -8957689.000000 Penalty: 5344.104492
	Iteration 14Q: 3 clusters Score -8957689 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -8957755.000000 Penalty: 5344.104492
	Iteration 15Q: 3 clusters Score -8957755 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -8957841.000000 Penalty: 5344.104492
	Iteration 16Q: 3 clusters Score -8957841 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -8957939.000000 Penalty: 5344.104492
	Iteration 17Q: 3 clusters Score -8957939 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -8957990.000000 Penalty: 5344.104492
	Iteration 18Q: 3 clusters Score -8957990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8958029.000000 Penalty: 5344.104492
	Iteration 19Q: 3 clusters Score -8958029 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -8958043.000000 Penalty: 5344.104492
	Iteration 20F: 3 clusters Score -8958043 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8958055.000000 Penalty: 5344.104492
	Iteration 21Q: 3 clusters Score -8958055 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -8958093.000000 Penalty: 5344.104492
	Iteration 22Q: 3 clusters Score -8958093 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -8958116.000000 Penalty: 5344.104492
	Iteration 23Q: 3 clusters Score -8958116 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -8958126.000000 Penalty: 5344.104492
	Iteration 24Q: 3 clusters Score -8958126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -8958161.000000 Penalty: 5344.104492
	Iteration 25Q: 3 clusters Score -8958161 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -8958183.000000 Penalty: 5344.104492
	Iteration 26Q: 3 clusters Score -8958183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -8958211.000000 Penalty: 5344.104492
	Iteration 27Q: 3 clusters Score -8958211 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -8958227.000000 Penalty: 5344.104492
	Iteration 28Q: 3 clusters Score -8958227 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8958226.000000 Penalty: 5344.104492
	Iteration 29Q: 3 clusters Score -8958226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8958223.000000 Penalty: 5344.104492
	Iteration 30Q: 3 clusters Score -8958223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8958245.000000 Penalty: 5344.104492
	Iteration 31Q: 3 clusters Score -8958245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8958252.000000 Penalty: 5344.104492
	Iteration 32Q: 3 clusters Score -8958252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -8958261.000000 Penalty: 5344.104492
	Iteration 33Q: 3 clusters Score -8958261 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -8958273.000000 Penalty: 5344.104492
	Iteration 34Q: 3 clusters Score -8958273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -8958270.000000 Penalty: 5344.104492
	Iteration 35Q: 3 clusters Score -8958270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -8958256.000000 Penalty: 5344.104492
	Iteration 36Q: 3 clusters Score -8958256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -8958263.000000 Penalty: 5344.104492
	Iteration 37Q: 3 clusters Score -8958263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8958266.000000 Penalty: 5344.104492
	Iteration 38Q: 3 clusters Score -8958266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -8958271.000000 Penalty: 5344.104492
	Iteration 39Q: 3 clusters Score -8958271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -8958278.000000 Penalty: 5344.104492
	Iteration 40F: 3 clusters Score -8958278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8958291.000000 Penalty: 5344.104492
	Iteration 41Q: 3 clusters Score -8958291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -8958286.000000 Penalty: 5344.104492
	Iteration 42Q: 3 clusters Score -8958286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -8958294.000000 Penalty: 5344.104492
	Iteration 43Q: 3 clusters Score -8958294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8958295.000000 Penalty: 5344.104492
	Iteration 44Q: 3 clusters Score -8958295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -8958301.000000 Penalty: 5344.104492
	Iteration 45Q: 3 clusters Score -8958301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -8958297.000000 Penalty: 5344.104492
	Iteration 46Q: 3 clusters Score -8958297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -8958294.000000 Penalty: 5344.104492
	Iteration 47Q: 3 clusters Score -8958294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8958291.000000 Penalty: 5344.104492
	Iteration 48Q: 3 clusters Score -8958291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -8958294.000000 Penalty: 5344.104492
	Iteration 49Q: 3 clusters Score -8958294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8958289.000000 Penalty: 5344.104492
	Iteration 50Q: 3 clusters Score -8958289 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8958292.000000 Penalty: 5344.104492
	Iteration 51Q: 3 clusters Score -8958292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -8958303.000000 Penalty: 5344.104492
	Iteration 52Q: 3 clusters Score -8958303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -8958301.000000 Penalty: 5344.104492
	Iteration 53Q: 3 clusters Score -8958301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8958295.000000 Penalty: 5344.104492
	Iteration 54Q: 3 clusters Score -8958295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8958299.000000 Penalty: 5344.104492
	Iteration 55Q: 3 clusters Score -8958299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -8958292.000000 Penalty: 5344.104492
	Iteration 56Q: 3 clusters Score -8958292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -8958293.000000 Penalty: 5344.104492
	Iteration 57Q: 3 clusters Score -8958293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -8958294.000000 Penalty: 5344.104492
	Iteration 58Q: 3 clusters Score -8958294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -8958289.000000 Penalty: 5344.104492
	Iteration 59Q: 3 clusters Score -8958289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8958293.000000 Penalty: 5344.104492
	Iteration 60F: 3 clusters Score -8958293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -8958288.000000 Penalty: 5344.104492
	Iteration 61Q: 3 clusters Score -8958288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -8958280.000000 Penalty: 5344.104492
	Iteration 62Q: 3 clusters Score -8958280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -8958276.000000 Penalty: 5344.104492
	Iteration 63Q: 3 clusters Score -8958276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -8958280.000000 Penalty: 5344.104492
	Iteration 64Q: 3 clusters Score -8958280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -8958288.000000 Penalty: 5344.104492
	Iteration 65Q: 3 clusters Score -8958288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 25596 members 
Entering Unmasked Estep 
Score: -8958296.000000 Penalty: 5344.104492
	Iteration 66Q: 3 clusters Score -8958296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -8958291.000000 Penalty: 5344.104492
	Iteration 67Q: 3 clusters Score -8958291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -8958287.000000 Penalty: 5344.104492
	Iteration 68Q: 3 clusters Score -8958287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -8958281.000000 Penalty: 5344.104492
	Iteration 69Q: 3 clusters Score -8958281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -8958291.000000 Penalty: 5344.104492
	Iteration 70Q: 3 clusters Score -8958291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -8958297.000000 Penalty: 5344.104492
	Iteration 71Q: 3 clusters Score -8958297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8958297.000000 Penalty: 5344.104492
	Iteration 72Q: 3 clusters Score -8958297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8958297.000000 Penalty: 5344.104492
	Iteration 73F: 3 clusters Score -8958297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -428373.281250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -428373.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -425469.750000 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -425469.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -426156.937500 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -426156.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -426547.000000 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -426547 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -427227.468750 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -427227.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -427807.562500 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -427807.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -428177.000000 Penalty: 3871.515381
	Iteration 5F: 3 clusters Score -428177 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -428401.562500 Penalty: 3871.515381
	Iteration 6F: 3 clusters Score -428401.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -428523.406250 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -428523.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -428584.125000 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -428584.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -428624.875000 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -428624.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -428653.562500 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -428653.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -428689.468750 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -428689.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -428708.125000 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -428708.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -428717.062500 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -428717.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -428727.281250 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -428727.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -428729.062500 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -428729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -428732.312500 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -428732.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -428732.437500 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -428732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -428733.500000 Penalty: 3871.515381
	Iteration 18Q: 3 clusters Score -428733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -428733.500000 Penalty: 3871.515381
	Iteration 19F: 3 clusters Score -428733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48324 members 
Mstep: Class 6 contains 30839 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 49975 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 50972 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 58911 members 
Mstep: Class 17 contains 51132 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46588 members 
Mstep: Class 22 contains 23704 members 
Mstep: Class 23 contains 41687 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 49091 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 2354 members 
Mstep: Class 30 contains 403 members 
Entering Unmasked Estep 
Score: -137109136.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137109984.000000 to -137109136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -249367.812500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -249367.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -247199.687500 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -247199.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -247893.687500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -247893.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -248127.812500 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -248127.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -248277.656250 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -248277.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -248395.328125 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -248395.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248453.125000 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -248453.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -248496.312500 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -248496.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -248543.937500 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -248543.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -248568.406250 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -248568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -248600.578125 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -248600.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -248638.031250 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -248638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -248669.734375 Penalty: 3633.927002
	Iteration 11Q: 3 clusters Score -248669.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -248710.390625 Penalty: 3633.927002
	Iteration 12Q: 3 clusters Score -248710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -248731.046875 Penalty: 3633.927002
	Iteration 13Q: 3 clusters Score -248731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -248749.390625 Penalty: 3633.927002
	Iteration 14Q: 3 clusters Score -248749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -248763.859375 Penalty: 3633.927002
	Iteration 15Q: 3 clusters Score -248763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -248776.453125 Penalty: 3633.927002
	Iteration 16Q: 3 clusters Score -248776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248781.703125 Penalty: 3633.927002
	Iteration 17Q: 3 clusters Score -248781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248785.703125 Penalty: 3633.927002
	Iteration 18Q: 3 clusters Score -248785.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248790.078125 Penalty: 3633.927002
	Iteration 19Q: 3 clusters Score -248790.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -248790.078125 Penalty: 3633.927002
	Iteration 20F: 3 clusters Score -248790.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Entering Unmasked Estep 
Score: -8017558.500000 Penalty: 2646.016113
	Iteration 0F: 2 clusters Score -8017558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7989083.000000 Penalty: 5292.032227
	Iteration 0F: 3 clusters Score -7989083 nChanged 19797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8000152.000000 Penalty: 5292.032227
	Iteration 1F: 3 clusters Score -8000152 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8000950.000000 Penalty: 5292.032227
	Iteration 2Q: 3 clusters Score -8000950 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -8001788.000000 Penalty: 5292.032227
	Iteration 3Q: 3 clusters Score -8001788 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -8002783.500000 Penalty: 5292.032227
	Iteration 4Q: 3 clusters Score -8002784 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -8004001.500000 Penalty: 5292.032227
	Iteration 5F: 3 clusters Score -8004002 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -8005477.000000 Penalty: 5292.032227
	Iteration 6F: 3 clusters Score -8005477 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -8007156.500000 Penalty: 5292.032227
	Iteration 7F: 3 clusters Score -8007156 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -8008987.500000 Penalty: 5292.032227
	Iteration 8F: 3 clusters Score -8008988 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -8010659.500000 Penalty: 5292.032227
	Iteration 9F: 3 clusters Score -8010660 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -8011893.500000 Penalty: 5292.032227
	Iteration 10Q: 3 clusters Score -8011894 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -8012709.500000 Penalty: 5292.032227
	Iteration 11Q: 3 clusters Score -8012710 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8013326.500000 Penalty: 5292.032227
	Iteration 12Q: 3 clusters Score -8013326 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -8013899.000000 Penalty: 5292.032227
	Iteration 13Q: 3 clusters Score -8013899 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -8014371.000000 Penalty: 5292.032227
	Iteration 14Q: 3 clusters Score -8014371 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -8014609.000000 Penalty: 5292.032227
	Iteration 15Q: 3 clusters Score -8014609 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -8014762.000000 Penalty: 5292.032227
	Iteration 16Q: 3 clusters Score -8014762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8014838.000000 Penalty: 5292.032227
	Iteration 17Q: 3 clusters Score -8014838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8014862.000000 Penalty: 5292.032227
	Iteration 18Q: 3 clusters Score -8014862 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -8014881.500000 Penalty: 5292.032227
	Iteration 19Q: 3 clusters Score -8014882 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -8014893.500000 Penalty: 5292.032227
	Iteration 20F: 3 clusters Score -8014894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -8014924.500000 Penalty: 5292.032227
	Iteration 21Q: 3 clusters Score -8014924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -8014946.500000 Penalty: 5292.032227
	Iteration 22Q: 3 clusters Score -8014946 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -8014946.500000 Penalty: 5292.032227
	Iteration 23Q: 3 clusters Score -8014946 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -8014955.500000 Penalty: 5292.032227
	Iteration 24Q: 3 clusters Score -8014956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -8014949.500000 Penalty: 5292.032227
	Iteration 25Q: 3 clusters Score -8014950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -8014937.500000 Penalty: 5292.032227
	Iteration 26Q: 3 clusters Score -8014938 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -8014935.000000 Penalty: 5292.032227
	Iteration 27Q: 3 clusters Score -8014935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -8014941.000000 Penalty: 5292.032227
	Iteration 28Q: 3 clusters Score -8014941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -8014942.500000 Penalty: 5292.032227
	Iteration 29Q: 3 clusters Score -8014942 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8014944.500000 Penalty: 5292.032227
	Iteration 30Q: 3 clusters Score -8014944 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -8014955.500000 Penalty: 5292.032227
	Iteration 31Q: 3 clusters Score -8014956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -8014963.500000 Penalty: 5292.032227
	Iteration 32Q: 3 clusters Score -8014964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -8014974.500000 Penalty: 5292.032227
	Iteration 33Q: 3 clusters Score -8014974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -8014980.000000 Penalty: 5292.032227
	Iteration 34Q: 3 clusters Score -8014980 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -8014976.000000 Penalty: 5292.032227
	Iteration 35Q: 3 clusters Score -8014976 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -8014970.500000 Penalty: 5292.032227
	Iteration 36Q: 3 clusters Score -8014970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -8014980.500000 Penalty: 5292.032227
	Iteration 37Q: 3 clusters Score -8014980 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8014965.000000 Penalty: 5292.032227
	Iteration 38Q: 3 clusters Score -8014965 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -8014969.000000 Penalty: 5292.032227
	Iteration 39Q: 3 clusters Score -8014969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -8014971.000000 Penalty: 5292.032227
	Iteration 40F: 3 clusters Score -8014971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8015003.000000 Penalty: 5292.032227
	Iteration 41Q: 3 clusters Score -8015003 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -8015004.500000 Penalty: 5292.032227
	Iteration 42Q: 3 clusters Score -8015004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8015006.500000 Penalty: 5292.032227
	Iteration 43Q: 3 clusters Score -8015006 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -8015011.000000 Penalty: 5292.032227
	Iteration 44Q: 3 clusters Score -8015011 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -8015024.500000 Penalty: 5292.032227
	Iteration 45Q: 3 clusters Score -8015024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8015025.500000 Penalty: 5292.032227
	Iteration 46Q: 3 clusters Score -8015026 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -8015039.500000 Penalty: 5292.032227
	Iteration 47Q: 3 clusters Score -8015040 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8015040.000000 Penalty: 5292.032227
	Iteration 48Q: 3 clusters Score -8015040 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8015078.500000 Penalty: 5292.032227
	Iteration 49Q: 3 clusters Score -8015078 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -8015075.000000 Penalty: 5292.032227
	Iteration 50Q: 3 clusters Score -8015075 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -8015093.000000 Penalty: 5292.032227
	Iteration 51Q: 3 clusters Score -8015093 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -8015119.000000 Penalty: 5292.032227
	Iteration 52Q: 3 clusters Score -8015119 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -8015126.500000 Penalty: 5292.032227
	Iteration 53Q: 3 clusters Score -8015126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -8015107.500000 Penalty: 5292.032227
	Iteration 54Q: 3 clusters Score -8015108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -8015119.000000 Penalty: 5292.032227
	Iteration 55Q: 3 clusters Score -8015119 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -8015140.500000 Penalty: 5292.032227
	Iteration 56Q: 3 clusters Score -8015140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -8015159.500000 Penalty: 5292.032227
	Iteration 57Q: 3 clusters Score -8015160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -8015169.000000 Penalty: 5292.032227
	Iteration 58Q: 3 clusters Score -8015169 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8015191.000000 Penalty: 5292.032227
	Iteration 59Q: 3 clusters Score -8015191 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -8015197.500000 Penalty: 5292.032227
	Iteration 60F: 3 clusters Score -8015198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8015218.000000 Penalty: 5292.032227
	Iteration 61Q: 3 clusters Score -8015218 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8015216.000000 Penalty: 5292.032227
	Iteration 62Q: 3 clusters Score -8015216 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8015227.500000 Penalty: 5292.032227
	Iteration 63Q: 3 clusters Score -8015228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -8015218.000000 Penalty: 5292.032227
	Iteration 64Q: 3 clusters Score -8015218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8015229.000000 Penalty: 5292.032227
	Iteration 65Q: 3 clusters Score -8015229 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8015229.000000 Penalty: 5292.032227
	Iteration 66Q: 3 clusters Score -8015229 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -8015226.000000 Penalty: 5292.032227
	Iteration 67Q: 3 clusters Score -8015226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8015226.500000 Penalty: 5292.032227
	Iteration 68Q: 3 clusters Score -8015226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -8015229.500000 Penalty: 5292.032227
	Iteration 69Q: 3 clusters Score -8015230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8015227.500000 Penalty: 5292.032227
	Iteration 70Q: 3 clusters Score -8015228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -8015230.000000 Penalty: 5292.032227
	Iteration 71Q: 3 clusters Score -8015230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -8015217.500000 Penalty: 5292.032227
	Iteration 72Q: 3 clusters Score -8015218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -8015216.500000 Penalty: 5292.032227
	Iteration 73Q: 3 clusters Score -8015216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8015223.500000 Penalty: 5292.032227
	Iteration 74Q: 3 clusters Score -8015224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8015227.500000 Penalty: 5292.032227
	Iteration 75Q: 3 clusters Score -8015228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -8015237.500000 Penalty: 5292.032227
	Iteration 76Q: 3 clusters Score -8015238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8015249.500000 Penalty: 5292.032227
	Iteration 77Q: 3 clusters Score -8015250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8015252.000000 Penalty: 5292.032227
	Iteration 78Q: 3 clusters Score -8015252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8015254.000000 Penalty: 5292.032227
	Iteration 79Q: 3 clusters Score -8015254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -8015250.000000 Penalty: 5292.032227
	Iteration 80F: 3 clusters Score -8015250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -8015246.500000 Penalty: 5292.032227
	Iteration 81Q: 3 clusters Score -8015246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -8015244.000000 Penalty: 5292.032227
	Iteration 82Q: 3 clusters Score -8015244 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -8015257.000000 Penalty: 5292.032227
	Iteration 83Q: 3 clusters Score -8015257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8015247.500000 Penalty: 5292.032227
	Iteration 84Q: 3 clusters Score -8015248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -8015242.000000 Penalty: 5292.032227
	Iteration 85Q: 3 clusters Score -8015242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -8015250.000000 Penalty: 5292.032227
	Iteration 86Q: 3 clusters Score -8015250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8015258.000000 Penalty: 5292.032227
	Iteration 87Q: 3 clusters Score -8015258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8015256.000000 Penalty: 5292.032227
	Iteration 88Q: 3 clusters Score -8015256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -8015256.000000 Penalty: 5292.032227
	Iteration 89Q: 3 clusters Score -8015256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -8015257.500000 Penalty: 5292.032227
	Iteration 90Q: 3 clusters Score -8015258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8015245.000000 Penalty: 5292.032227
	Iteration 91Q: 3 clusters Score -8015245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -8015261.500000 Penalty: 5292.032227
	Iteration 92Q: 3 clusters Score -8015262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8015248.000000 Penalty: 5292.032227
	Iteration 93Q: 3 clusters Score -8015248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -8015244.500000 Penalty: 5292.032227
	Iteration 94Q: 3 clusters Score -8015244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8015250.500000 Penalty: 5292.032227
	Iteration 95Q: 3 clusters Score -8015250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -8015242.500000 Penalty: 5292.032227
	Iteration 96Q: 3 clusters Score -8015242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -8015239.500000 Penalty: 5292.032227
	Iteration 97Q: 3 clusters Score -8015240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8015243.500000 Penalty: 5292.032227
	Iteration 98Q: 3 clusters Score -8015244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8015244.500000 Penalty: 5292.032227
	Iteration 99Q: 3 clusters Score -8015244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8015243.000000 Penalty: 5292.032227
	Iteration 100F: 3 clusters Score -8015243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Entering Unmasked Estep 
Score: -9532266.000000 Penalty: 2688.080078
	Iteration 0F: 2 clusters Score -9532266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -9502391.000000 Penalty: 5376.160156
	Iteration 0F: 3 clusters Score -9502391 nChanged 23718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -9516063.000000 Penalty: 5376.160156
	Iteration 1F: 3 clusters Score -9516063 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -9517708.000000 Penalty: 5376.160156
	Iteration 2F: 3 clusters Score -9517708 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -9520081.000000 Penalty: 5376.160156
	Iteration 3F: 3 clusters Score -9520081 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -9523205.000000 Penalty: 5376.160156
	Iteration 4F: 3 clusters Score -9523205 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -9526985.000000 Penalty: 5376.160156
	Iteration 5F: 3 clusters Score -9526985 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -9530652.000000 Penalty: 5376.160156
	Iteration 6F: 3 clusters Score -9530652 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -9533108.000000 Penalty: 5376.160156
	Iteration 7Q: 3 clusters Score -9533108 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -9533912.000000 Penalty: 5376.160156
	Iteration 8Q: 3 clusters Score -9533912 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -9533984.000000 Penalty: 5376.160156
	Iteration 9Q: 3 clusters Score -9533984 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -9533933.000000 Penalty: 5376.160156
	Iteration 10Q: 3 clusters Score -9533933 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -9533785.000000 Penalty: 5376.160156
	Iteration 11Q: 3 clusters Score -9533785 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -9533595.000000 Penalty: 5376.160156
	Iteration 12Q: 3 clusters Score -9533595 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -9533371.000000 Penalty: 5376.160156
	Iteration 13Q: 3 clusters Score -9533371 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -9533035.000000 Penalty: 5376.160156
	Iteration 14Q: 3 clusters Score -9533035 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9532807.000000 Penalty: 5376.160156
	Iteration 15Q: 3 clusters Score -9532807 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -9532628.000000 Penalty: 5376.160156
	Iteration 16Q: 3 clusters Score -9532628 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -9532399.000000 Penalty: 5376.160156
	Iteration 17Q: 3 clusters Score -9532399 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9532286.000000 Penalty: 5376.160156
	Iteration 18Q: 3 clusters Score -9532286 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -9532194.000000 Penalty: 5376.160156
	Iteration 19Q: 3 clusters Score -9532194 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9532141.000000 Penalty: 5376.160156
	Iteration 20F: 3 clusters Score -9532141 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9532048.000000 Penalty: 5376.160156
	Iteration 21Q: 3 clusters Score -9532048 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9532007.000000 Penalty: 5376.160156
	Iteration 22Q: 3 clusters Score -9532007 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9531966.000000 Penalty: 5376.160156
	Iteration 23Q: 3 clusters Score -9531966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9531916.000000 Penalty: 5376.160156
	Iteration 24Q: 3 clusters Score -9531916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48857 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9531916.000000 Penalty: 5376.160156
	Iteration 25Q: 3 clusters Score -9531916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -9531858.000000 Penalty: 5376.160156
	Iteration 26Q: 3 clusters Score -9531858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9531819.000000 Penalty: 5376.160156
	Iteration 27Q: 3 clusters Score -9531819 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -9531788.000000 Penalty: 5376.160156
	Iteration 28Q: 3 clusters Score -9531788 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49081 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9531777.000000 Penalty: 5376.160156
	Iteration 29Q: 3 clusters Score -9531777 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9531748.000000 Penalty: 5376.160156
	Iteration 30Q: 3 clusters Score -9531748 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49171 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -9531720.000000 Penalty: 5376.160156
	Iteration 31Q: 3 clusters Score -9531720 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9531702.000000 Penalty: 5376.160156
	Iteration 32Q: 3 clusters Score -9531702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9531669.000000 Penalty: 5376.160156
	Iteration 33Q: 3 clusters Score -9531669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9531641.000000 Penalty: 5376.160156
	Iteration 34Q: 3 clusters Score -9531641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9531625.000000 Penalty: 5376.160156
	Iteration 35Q: 3 clusters Score -9531625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9531622.000000 Penalty: 5376.160156
	Iteration 36Q: 3 clusters Score -9531622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9531609.000000 Penalty: 5376.160156
	Iteration 37Q: 3 clusters Score -9531609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9531596.000000 Penalty: 5376.160156
	Iteration 38Q: 3 clusters Score -9531596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49374 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9531574.000000 Penalty: 5376.160156
	Iteration 39Q: 3 clusters Score -9531574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9531577.000000 Penalty: 5376.160156
	Iteration 40F: 3 clusters Score -9531577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9531573.000000 Penalty: 5376.160156
	Iteration 41Q: 3 clusters Score -9531573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9531572.000000 Penalty: 5376.160156
	Iteration 42Q: 3 clusters Score -9531572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9531557.000000 Penalty: 5376.160156
	Iteration 43Q: 3 clusters Score -9531557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9531555.000000 Penalty: 5376.160156
	Iteration 44Q: 3 clusters Score -9531555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9531565.000000 Penalty: 5376.160156
	Iteration 45Q: 3 clusters Score -9531565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9531571.000000 Penalty: 5376.160156
	Iteration 46Q: 3 clusters Score -9531571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49430 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9531564.000000 Penalty: 5376.160156
	Iteration 47Q: 3 clusters Score -9531564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49437 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9531562.000000 Penalty: 5376.160156
	Iteration 48Q: 3 clusters Score -9531562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -9531560.000000 Penalty: 5376.160156
	Iteration 49Q: 3 clusters Score -9531560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49454 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9531544.000000 Penalty: 5376.160156
	Iteration 50Q: 3 clusters Score -9531544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49463 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -9531536.000000 Penalty: 5376.160156
	Iteration 51Q: 3 clusters Score -9531536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49470 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9531525.000000 Penalty: 5376.160156
	Iteration 52Q: 3 clusters Score -9531525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9531521.000000 Penalty: 5376.160156
	Iteration 53Q: 3 clusters Score -9531521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9531508.000000 Penalty: 5376.160156
	Iteration 54Q: 3 clusters Score -9531508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -9531504.000000 Penalty: 5376.160156
	Iteration 55Q: 3 clusters Score -9531504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -9531505.000000 Penalty: 5376.160156
	Iteration 56Q: 3 clusters Score -9531505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9531504.000000 Penalty: 5376.160156
	Iteration 57Q: 3 clusters Score -9531504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -9531501.000000 Penalty: 5376.160156
	Iteration 58Q: 3 clusters Score -9531501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9531515.000000 Penalty: 5376.160156
	Iteration 59Q: 3 clusters Score -9531515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9531507.000000 Penalty: 5376.160156
	Iteration 60F: 3 clusters Score -9531507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9531506.000000 Penalty: 5376.160156
	Iteration 61Q: 3 clusters Score -9531506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9531506.000000 Penalty: 5376.160156
	Iteration 62F: 3 clusters Score -9531506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (42417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Entering Unmasked Estep 
Score: -7854859.000000 Penalty: 2642.515625
	Iteration 0F: 2 clusters Score -7854859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7826205.000000 Penalty: 5285.031250
	Iteration 0F: 3 clusters Score -7826205 nChanged 19368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -7836885.500000 Penalty: 5285.031250
	Iteration 1F: 3 clusters Score -7836886 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -7837327.500000 Penalty: 5285.031250
	Iteration 2Q: 3 clusters Score -7837328 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -7837938.000000 Penalty: 5285.031250
	Iteration 3Q: 3 clusters Score -7837938 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -7838788.000000 Penalty: 5285.031250
	Iteration 4Q: 3 clusters Score -7838788 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -7839995.500000 Penalty: 5285.031250
	Iteration 5F: 3 clusters Score -7839996 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -7842037.000000 Penalty: 5285.031250
	Iteration 6F: 3 clusters Score -7842037 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -7844956.500000 Penalty: 5285.031250
	Iteration 7F: 3 clusters Score -7844956 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7848038.000000 Penalty: 5285.031250
	Iteration 8F: 3 clusters Score -7848038 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -7850256.500000 Penalty: 5285.031250
	Iteration 9F: 3 clusters Score -7850256 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7851491.000000 Penalty: 5285.031250
	Iteration 10Q: 3 clusters Score -7851491 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7852159.000000 Penalty: 5285.031250
	Iteration 11Q: 3 clusters Score -7852159 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7852501.500000 Penalty: 5285.031250
	Iteration 12Q: 3 clusters Score -7852502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7852631.000000 Penalty: 5285.031250
	Iteration 13Q: 3 clusters Score -7852631 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7852696.000000 Penalty: 5285.031250
	Iteration 14Q: 3 clusters Score -7852696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7852747.000000 Penalty: 5285.031250
	Iteration 15Q: 3 clusters Score -7852747 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7852780.500000 Penalty: 5285.031250
	Iteration 16Q: 3 clusters Score -7852780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7852791.500000 Penalty: 5285.031250
	Iteration 17Q: 3 clusters Score -7852792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7852806.000000 Penalty: 5285.031250
	Iteration 18Q: 3 clusters Score -7852806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7852823.000000 Penalty: 5285.031250
	Iteration 19Q: 3 clusters Score -7852823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7852840.000000 Penalty: 5285.031250
	Iteration 20F: 3 clusters Score -7852840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7852837.500000 Penalty: 5285.031250
	Iteration 21Q: 3 clusters Score -7852838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7852854.000000 Penalty: 5285.031250
	Iteration 22Q: 3 clusters Score -7852854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7852857.000000 Penalty: 5285.031250
	Iteration 23Q: 3 clusters Score -7852857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7852859.500000 Penalty: 5285.031250
	Iteration 24Q: 3 clusters Score -7852860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7852865.500000 Penalty: 5285.031250
	Iteration 25Q: 3 clusters Score -7852866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7852866.500000 Penalty: 5285.031250
	Iteration 26Q: 3 clusters Score -7852866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -7852871.500000 Penalty: 5285.031250
	Iteration 27Q: 3 clusters Score -7852872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7852868.500000 Penalty: 5285.031250
	Iteration 28Q: 3 clusters Score -7852868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7852868.000000 Penalty: 5285.031250
	Iteration 29Q: 3 clusters Score -7852868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7852865.000000 Penalty: 5285.031250
	Iteration 30Q: 3 clusters Score -7852865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -7852865.000000 Penalty: 5285.031250
	Iteration 31F: 3 clusters Score -7852865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Entering Unmasked Estep 
Score: -11060491.000000 Penalty: 2723.978027
	Iteration 0F: 2 clusters Score -1.106049e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -11029426.000000 Penalty: 5447.956055
	Iteration 0F: 3 clusters Score -1.102943e+07 nChanged 27400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -11044511.000000 Penalty: 5447.956055
	Iteration 1F: 3 clusters Score -1.104451e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -11044996.000000 Penalty: 5447.956055
	Iteration 2Q: 3 clusters Score -1.1045e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -11045474.000000 Penalty: 5447.956055
	Iteration 3Q: 3 clusters Score -1.104547e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -11046006.000000 Penalty: 5447.956055
	Iteration 4Q: 3 clusters Score -1.104601e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -11046557.000000 Penalty: 5447.956055
	Iteration 5Q: 3 clusters Score -1.104656e+07 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -11047424.000000 Penalty: 5447.956055
	Iteration 6Q: 3 clusters Score -1.104742e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -11048433.000000 Penalty: 5447.956055
	Iteration 7Q: 3 clusters Score -1.104843e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -11049926.000000 Penalty: 5447.956055
	Iteration 8F: 3 clusters Score -1.104993e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -11051773.000000 Penalty: 5447.956055
	Iteration 9F: 3 clusters Score -1.105177e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -11053392.000000 Penalty: 5447.956055
	Iteration 10F: 3 clusters Score -1.105339e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -11055884.000000 Penalty: 5447.956055
	Iteration 11F: 3 clusters Score -1.105588e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -11057185.000000 Penalty: 5447.956055
	Iteration 12F: 3 clusters Score -1.105718e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11057689.000000 Penalty: 5447.956055
	Iteration 13Q: 3 clusters Score -1.105769e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11057984.000000 Penalty: 5447.956055
	Iteration 14Q: 3 clusters Score -1.105798e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -11058122.000000 Penalty: 5447.956055
	Iteration 15Q: 3 clusters Score -1.105812e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58478 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11058219.000000 Penalty: 5447.956055
	Iteration 16Q: 3 clusters Score -1.105822e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11058225.000000 Penalty: 5447.956055
	Iteration 17Q: 3 clusters Score -1.105822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11058246.000000 Penalty: 5447.956055
	Iteration 18Q: 3 clusters Score -1.105825e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11058257.000000 Penalty: 5447.956055
	Iteration 19Q: 3 clusters Score -1.105826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -11058280.000000 Penalty: 5447.956055
	Iteration 20F: 3 clusters Score -1.105828e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11058269.000000 Penalty: 5447.956055
	Iteration 21Q: 3 clusters Score -1.105827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11058281.000000 Penalty: 5447.956055
	Iteration 22Q: 3 clusters Score -1.105828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11058278.000000 Penalty: 5447.956055
	Iteration 23Q: 3 clusters Score -1.105828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -11058284.000000 Penalty: 5447.956055
	Iteration 24Q: 3 clusters Score -1.105828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11058299.000000 Penalty: 5447.956055
	Iteration 25Q: 3 clusters Score -1.10583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58636 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -11058302.000000 Penalty: 5447.956055
	Iteration 26Q: 3 clusters Score -1.10583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -11058299.000000 Penalty: 5447.956055
	Iteration 27Q: 3 clusters Score -1.10583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -11058298.000000 Penalty: 5447.956055
	Iteration 28Q: 3 clusters Score -1.10583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11058309.000000 Penalty: 5447.956055
	Iteration 29Q: 3 clusters Score -1.105831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -11058315.000000 Penalty: 5447.956055
	Iteration 30Q: 3 clusters Score -1.105832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58647 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11058309.000000 Penalty: 5447.956055
	Iteration 31Q: 3 clusters Score -1.105831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11058311.000000 Penalty: 5447.956055
	Iteration 32Q: 3 clusters Score -1.105831e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58648 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11058311.000000 Penalty: 5447.956055
	Iteration 33F: 3 clusters Score -1.105831e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Entering Unmasked Estep 
Score: -9548005.000000 Penalty: 2688.857178
	Iteration 0F: 2 clusters Score -9548005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -9516010.000000 Penalty: 5377.714355
	Iteration 0F: 3 clusters Score -9516010 nChanged 23600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -9529247.000000 Penalty: 5377.714355
	Iteration 1F: 3 clusters Score -9529247 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9529889.000000 Penalty: 5377.714355
	Iteration 2Q: 3 clusters Score -9529889 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -9530721.000000 Penalty: 5377.714355
	Iteration 3Q: 3 clusters Score -9530721 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -9531588.000000 Penalty: 5377.714355
	Iteration 4Q: 3 clusters Score -9531588 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -9532847.000000 Penalty: 5377.714355
	Iteration 5Q: 3 clusters Score -9532847 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -9534777.000000 Penalty: 5377.714355
	Iteration 6F: 3 clusters Score -9534777 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -9537634.000000 Penalty: 5377.714355
	Iteration 7F: 3 clusters Score -9537634 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -9541276.000000 Penalty: 5377.714355
	Iteration 8F: 3 clusters Score -9541276 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -9543549.000000 Penalty: 5377.714355
	Iteration 9F: 3 clusters Score -9543549 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -9544441.000000 Penalty: 5377.714355
	Iteration 10Q: 3 clusters Score -9544441 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -9544844.000000 Penalty: 5377.714355
	Iteration 11Q: 3 clusters Score -9544844 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -9545133.000000 Penalty: 5377.714355
	Iteration 12Q: 3 clusters Score -9545133 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -9545338.000000 Penalty: 5377.714355
	Iteration 13Q: 3 clusters Score -9545338 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -9545507.000000 Penalty: 5377.714355
	Iteration 14Q: 3 clusters Score -9545507 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9545683.000000 Penalty: 5377.714355
	Iteration 15Q: 3 clusters Score -9545683 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -9545758.000000 Penalty: 5377.714355
	Iteration 16Q: 3 clusters Score -9545758 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -9545825.000000 Penalty: 5377.714355
	Iteration 17Q: 3 clusters Score -9545825 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -9545897.000000 Penalty: 5377.714355
	Iteration 18Q: 3 clusters Score -9545897 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -9545945.000000 Penalty: 5377.714355
	Iteration 19Q: 3 clusters Score -9545945 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -9545962.000000 Penalty: 5377.714355
	Iteration 20F: 3 clusters Score -9545962 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -9546014.000000 Penalty: 5377.714355
	Iteration 21Q: 3 clusters Score -9546014 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -9546047.000000 Penalty: 5377.714355
	Iteration 22Q: 3 clusters Score -9546047 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -9546048.000000 Penalty: 5377.714355
	Iteration 23Q: 3 clusters Score -9546048 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -9546080.000000 Penalty: 5377.714355
	Iteration 24Q: 3 clusters Score -9546080 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -9546099.000000 Penalty: 5377.714355
	Iteration 25Q: 3 clusters Score -9546099 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -9546156.000000 Penalty: 5377.714355
	Iteration 26Q: 3 clusters Score -9546156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -9546190.000000 Penalty: 5377.714355
	Iteration 27Q: 3 clusters Score -9546190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -9546227.000000 Penalty: 5377.714355
	Iteration 28Q: 3 clusters Score -9546227 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -9546219.000000 Penalty: 5377.714355
	Iteration 29Q: 3 clusters Score -9546219 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -9546205.000000 Penalty: 5377.714355
	Iteration 30Q: 3 clusters Score -9546205 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -9546195.000000 Penalty: 5377.714355
	Iteration 31Q: 3 clusters Score -9546195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -9546181.000000 Penalty: 5377.714355
	Iteration 32Q: 3 clusters Score -9546181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -9546171.000000 Penalty: 5377.714355
	Iteration 33Q: 3 clusters Score -9546171 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -9546197.000000 Penalty: 5377.714355
	Iteration 34Q: 3 clusters Score -9546197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -9546217.000000 Penalty: 5377.714355
	Iteration 35Q: 3 clusters Score -9546217 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 38486 members 
Entering Unmasked Estep 
Score: -9546234.000000 Penalty: 5377.714355
	Iteration 36Q: 3 clusters Score -9546234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -9546218.000000 Penalty: 5377.714355
	Iteration 37Q: 3 clusters Score -9546218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -9546232.000000 Penalty: 5377.714355
	Iteration 38Q: 3 clusters Score -9546232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -9546220.000000 Penalty: 5377.714355
	Iteration 39Q: 3 clusters Score -9546220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -9546199.000000 Penalty: 5377.714355
	Iteration 40F: 3 clusters Score -9546199 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -9546213.000000 Penalty: 5377.714355
	Iteration 41Q: 3 clusters Score -9546213 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -9546240.000000 Penalty: 5377.714355
	Iteration 42Q: 3 clusters Score -9546240 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -9546285.000000 Penalty: 5377.714355
	Iteration 43Q: 3 clusters Score -9546285 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -9546315.000000 Penalty: 5377.714355
	Iteration 44Q: 3 clusters Score -9546315 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -9546330.000000 Penalty: 5377.714355
	Iteration 45Q: 3 clusters Score -9546330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -9546345.000000 Penalty: 5377.714355
	Iteration 46Q: 3 clusters Score -9546345 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -9546391.000000 Penalty: 5377.714355
	Iteration 47Q: 3 clusters Score -9546391 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -9546418.000000 Penalty: 5377.714355
	Iteration 48Q: 3 clusters Score -9546418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9546435.000000 Penalty: 5377.714355
	Iteration 49Q: 3 clusters Score -9546435 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -9546465.000000 Penalty: 5377.714355
	Iteration 50Q: 3 clusters Score -9546465 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -9546521.000000 Penalty: 5377.714355
	Iteration 51Q: 3 clusters Score -9546521 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -9546565.000000 Penalty: 5377.714355
	Iteration 52Q: 3 clusters Score -9546565 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -9546597.000000 Penalty: 5377.714355
	Iteration 53Q: 3 clusters Score -9546597 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -9546611.000000 Penalty: 5377.714355
	Iteration 54Q: 3 clusters Score -9546611 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -9546640.000000 Penalty: 5377.714355
	Iteration 55Q: 3 clusters Score -9546640 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -9546689.000000 Penalty: 5377.714355
	Iteration 56Q: 3 clusters Score -9546689 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -9546744.000000 Penalty: 5377.714355
	Iteration 57Q: 3 clusters Score -9546744 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -9546796.000000 Penalty: 5377.714355
	Iteration 58Q: 3 clusters Score -9546796 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9546797.000000 Penalty: 5377.714355
	Iteration 59Q: 3 clusters Score -9546797 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -9546830.000000 Penalty: 5377.714355
	Iteration 60F: 3 clusters Score -9546830 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -9546826.000000 Penalty: 5377.714355
	Iteration 61Q: 3 clusters Score -9546826 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -9546797.000000 Penalty: 5377.714355
	Iteration 62Q: 3 clusters Score -9546797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -9546820.000000 Penalty: 5377.714355
	Iteration 63Q: 3 clusters Score -9546820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -9546816.000000 Penalty: 5377.714355
	Iteration 64Q: 3 clusters Score -9546816 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 42568 members 
Entering Unmasked Estep 
Score: -9546833.000000 Penalty: 5377.714355
	Iteration 65Q: 3 clusters Score -9546833 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9546829.000000 Penalty: 5377.714355
	Iteration 66Q: 3 clusters Score -9546829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -9546839.000000 Penalty: 5377.714355
	Iteration 67Q: 3 clusters Score -9546839 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -9546842.000000 Penalty: 5377.714355
	Iteration 68Q: 3 clusters Score -9546842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 69Q: 3 clusters Score -9546851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -9546854.000000 Penalty: 5377.714355
	Iteration 70Q: 3 clusters Score -9546854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -9546849.000000 Penalty: 5377.714355
	Iteration 71Q: 3 clusters Score -9546849 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -9546861.000000 Penalty: 5377.714355
	Iteration 72Q: 3 clusters Score -9546861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -9546863.000000 Penalty: 5377.714355
	Iteration 73Q: 3 clusters Score -9546863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9546853.000000 Penalty: 5377.714355
	Iteration 74Q: 3 clusters Score -9546853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 42884 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 75Q: 3 clusters Score -9546852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -9546855.000000 Penalty: 5377.714355
	Iteration 76Q: 3 clusters Score -9546855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9546859.000000 Penalty: 5377.714355
	Iteration 77Q: 3 clusters Score -9546859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -9546856.000000 Penalty: 5377.714355
	Iteration 78Q: 3 clusters Score -9546856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -9546855.000000 Penalty: 5377.714355
	Iteration 79Q: 3 clusters Score -9546855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -9546862.000000 Penalty: 5377.714355
	Iteration 80F: 3 clusters Score -9546862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -9546855.000000 Penalty: 5377.714355
	Iteration 81Q: 3 clusters Score -9546855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -9546856.000000 Penalty: 5377.714355
	Iteration 82Q: 3 clusters Score -9546856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -9546848.000000 Penalty: 5377.714355
	Iteration 83Q: 3 clusters Score -9546848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -9546844.000000 Penalty: 5377.714355
	Iteration 84Q: 3 clusters Score -9546844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -9546840.000000 Penalty: 5377.714355
	Iteration 85Q: 3 clusters Score -9546840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 86Q: 3 clusters Score -9546851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 87Q: 3 clusters Score -9546852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -9546847.000000 Penalty: 5377.714355
	Iteration 88Q: 3 clusters Score -9546847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 42966 members 
Entering Unmasked Estep 
Score: -9546849.000000 Penalty: 5377.714355
	Iteration 89Q: 3 clusters Score -9546849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -9546853.000000 Penalty: 5377.714355
	Iteration 90Q: 3 clusters Score -9546853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 91Q: 3 clusters Score -9546851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 92Q: 3 clusters Score -9546852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -9546853.000000 Penalty: 5377.714355
	Iteration 93Q: 3 clusters Score -9546853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -9546853.000000 Penalty: 5377.714355
	Iteration 94Q: 3 clusters Score -9546853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -9546860.000000 Penalty: 5377.714355
	Iteration 95Q: 3 clusters Score -9546860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 96Q: 3 clusters Score -9546851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 97Q: 3 clusters Score -9546852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 42982 members 
Entering Unmasked Estep 
Score: -9546856.000000 Penalty: 5377.714355
	Iteration 98Q: 3 clusters Score -9546856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -9546850.000000 Penalty: 5377.714355
	Iteration 99Q: 3 clusters Score -9546850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -9546849.000000 Penalty: 5377.714355
	Iteration 100F: 3 clusters Score -9546849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -9546855.000000 Penalty: 5377.714355
	Iteration 101Q: 3 clusters Score -9546855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -9546845.000000 Penalty: 5377.714355
	Iteration 102Q: 3 clusters Score -9546845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -9546854.000000 Penalty: 5377.714355
	Iteration 103Q: 3 clusters Score -9546854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -9546844.000000 Penalty: 5377.714355
	Iteration 104Q: 3 clusters Score -9546844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 105Q: 3 clusters Score -9546851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -9546848.000000 Penalty: 5377.714355
	Iteration 106Q: 3 clusters Score -9546848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -9546851.000000 Penalty: 5377.714355
	Iteration 107Q: 3 clusters Score -9546851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -9546846.000000 Penalty: 5377.714355
	Iteration 108Q: 3 clusters Score -9546846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -9546850.000000 Penalty: 5377.714355
	Iteration 109Q: 3 clusters Score -9546850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -9546850.000000 Penalty: 5377.714355
	Iteration 110Q: 3 clusters Score -9546850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -9546848.000000 Penalty: 5377.714355
	Iteration 111Q: 3 clusters Score -9546848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -9546843.000000 Penalty: 5377.714355
	Iteration 112Q: 3 clusters Score -9546843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 113Q: 3 clusters Score -9546852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -9546852.000000 Penalty: 5377.714355
	Iteration 114F: 3 clusters Score -9546852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -878826.375000 Penalty: 2097.182373
	Iteration 0F: 2 clusters Score -878826.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -874489.375000 Penalty: 4194.364746
	Iteration 0F: 3 clusters Score -874489.4 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -875446.125000 Penalty: 4194.364746
	Iteration 1F: 3 clusters Score -875446.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -875659.000000 Penalty: 4194.364746
	Iteration 2F: 3 clusters Score -875659 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -875782.187500 Penalty: 4194.364746
	Iteration 3F: 3 clusters Score -875782.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -875876.937500 Penalty: 4194.364746
	Iteration 4Q: 3 clusters Score -875876.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -875964.062500 Penalty: 4194.364746
	Iteration 5Q: 3 clusters Score -875964.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -876051.937500 Penalty: 4194.364746
	Iteration 6Q: 3 clusters Score -876051.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -876130.437500 Penalty: 4194.364746
	Iteration 7Q: 3 clusters Score -876130.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -876215.937500 Penalty: 4194.364746
	Iteration 8Q: 3 clusters Score -876215.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -876293.625000 Penalty: 4194.364746
	Iteration 9Q: 3 clusters Score -876293.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -876355.062500 Penalty: 4194.364746
	Iteration 10Q: 3 clusters Score -876355.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -876431.187500 Penalty: 4194.364746
	Iteration 11Q: 3 clusters Score -876431.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -876514.750000 Penalty: 4194.364746
	Iteration 12Q: 3 clusters Score -876514.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -876607.750000 Penalty: 4194.364746
	Iteration 13Q: 3 clusters Score -876607.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -876696.312500 Penalty: 4194.364746
	Iteration 14Q: 3 clusters Score -876696.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -876777.500000 Penalty: 4194.364746
	Iteration 15Q: 3 clusters Score -876777.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -876880.000000 Penalty: 4194.364746
	Iteration 16Q: 3 clusters Score -876880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -876954.625000 Penalty: 4194.364746
	Iteration 17Q: 3 clusters Score -876954.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -877022.437500 Penalty: 4194.364746
	Iteration 18Q: 3 clusters Score -877022.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -877067.125000 Penalty: 4194.364746
	Iteration 19Q: 3 clusters Score -877067.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -877103.500000 Penalty: 4194.364746
	Iteration 20F: 3 clusters Score -877103.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -877136.562500 Penalty: 4194.364746
	Iteration 21Q: 3 clusters Score -877136.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -877166.000000 Penalty: 4194.364746
	Iteration 22Q: 3 clusters Score -877166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -877176.000000 Penalty: 4194.364746
	Iteration 23Q: 3 clusters Score -877176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -877185.250000 Penalty: 4194.364746
	Iteration 24Q: 3 clusters Score -877185.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -877195.562500 Penalty: 4194.364746
	Iteration 25Q: 3 clusters Score -877195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -877202.000000 Penalty: 4194.364746
	Iteration 26Q: 3 clusters Score -877202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -877206.500000 Penalty: 4194.364746
	Iteration 27Q: 3 clusters Score -877206.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -877211.812500 Penalty: 4194.364746
	Iteration 28Q: 3 clusters Score -877211.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -877214.000000 Penalty: 4194.364746
	Iteration 29Q: 3 clusters Score -877214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -877216.312500 Penalty: 4194.364746
	Iteration 30Q: 3 clusters Score -877216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -877217.250000 Penalty: 4194.364746
	Iteration 31Q: 3 clusters Score -877217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -877217.625000 Penalty: 4194.364746
	Iteration 32Q: 3 clusters Score -877217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -877218.750000 Penalty: 4194.364746
	Iteration 33Q: 3 clusters Score -877218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -877218.750000 Penalty: 4194.364746
	Iteration 34F: 3 clusters Score -877218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53530.128906 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53530.13 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53938.710938 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53938.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54119.625000 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54119.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54232.550781 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -54232.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54311.281250 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54311.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54365.871094 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54365.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54391.492188 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54391.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54406.835938 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54406.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54412.226562 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -54412.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54414.675781 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -54414.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54416.054688 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -54416.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54416.054688 Penalty: 3084.425781
	Iteration 11F: 3 clusters Score -54416.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Entering Unmasked Estep 
Score: -183484.578125 Penalty: 1725.695190
	Iteration 0F: 2 clusters Score -183484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181523.718750 Penalty: 3451.390381
	Iteration 0F: 3 clusters Score -181523.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -181893.921875 Penalty: 3451.390381
	Iteration 1F: 3 clusters Score -181893.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -182101.515625 Penalty: 3451.390381
	Iteration 2F: 3 clusters Score -182101.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -182311.968750 Penalty: 3451.390381
	Iteration 3F: 3 clusters Score -182312 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -182520.140625 Penalty: 3451.390381
	Iteration 4F: 3 clusters Score -182520.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -182660.406250 Penalty: 3451.390381
	Iteration 5F: 3 clusters Score -182660.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -182805.656250 Penalty: 3451.390381
	Iteration 6Q: 3 clusters Score -182805.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -182910.375000 Penalty: 3451.390381
	Iteration 7Q: 3 clusters Score -182910.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -182993.765625 Penalty: 3451.390381
	Iteration 8Q: 3 clusters Score -182993.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -183093.015625 Penalty: 3451.390381
	Iteration 9Q: 3 clusters Score -183093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -183185.312500 Penalty: 3451.390381
	Iteration 10Q: 3 clusters Score -183185.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -183258.828125 Penalty: 3451.390381
	Iteration 11Q: 3 clusters Score -183258.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -183314.562500 Penalty: 3451.390381
	Iteration 12Q: 3 clusters Score -183314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -183451.640625 Penalty: 3451.390381
	Iteration 13Q: 3 clusters Score -183451.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -183530.078125 Penalty: 3451.390381
	Iteration 14Q: 3 clusters Score -183530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -183602.812500 Penalty: 3451.390381
	Iteration 15Q: 3 clusters Score -183602.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -183690.968750 Penalty: 3451.390381
	Iteration 16Q: 3 clusters Score -183691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -183810.937500 Penalty: 3451.390381
	Iteration 17Q: 3 clusters Score -183810.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -183972.468750 Penalty: 3451.390381
	Iteration 18Q: 3 clusters Score -183972.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -184034.234375 Penalty: 3451.390381
	Iteration 19Q: 3 clusters Score -184034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -184040.359375 Penalty: 3451.390381
	Iteration 20F: 3 clusters Score -184040.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48324 members 
Mstep: Class 6 contains 30839 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 49975 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 50972 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 58911 members 
Mstep: Class 17 contains 51132 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 46588 members 
Mstep: Class 22 contains 23704 members 
Mstep: Class 23 contains 41687 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 49091 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 2354 members 
Mstep: Class 30 contains 499 members 
Entering Unmasked Estep 
Score: -137109168.000000 Penalty: 100613.093750
Splitting cluster 20 changes total score from -137109984.000000 to -137109168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (46588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46588 members 
Entering Unmasked Estep 
Score: -8700611.000000 Penalty: 2665.776367
	Iteration 0F: 2 clusters Score -8700611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8670699.000000 Penalty: 5331.552734
	Iteration 0F: 3 clusters Score -8670699 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8682587.000000 Penalty: 5331.552734
	Iteration 1F: 3 clusters Score -8682587 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8683138.000000 Penalty: 5331.552734
	Iteration 2Q: 3 clusters Score -8683138 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -8683721.000000 Penalty: 5331.552734
	Iteration 3Q: 3 clusters Score -8683721 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8684362.000000 Penalty: 5331.552734
	Iteration 4Q: 3 clusters Score -8684362 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -8685047.000000 Penalty: 5331.552734
	Iteration 5Q: 3 clusters Score -8685047 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8685860.000000 Penalty: 5331.552734
	Iteration 6Q: 3 clusters Score -8685860 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -8686868.000000 Penalty: 5331.552734
	Iteration 7Q: 3 clusters Score -8686868 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -8688190.000000 Penalty: 5331.552734
	Iteration 8F: 3 clusters Score -8688190 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -8689966.000000 Penalty: 5331.552734
	Iteration 9F: 3 clusters Score -8689966 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -8692440.000000 Penalty: 5331.552734
	Iteration 10F: 3 clusters Score -8692440 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -8695088.000000 Penalty: 5331.552734
	Iteration 11F: 3 clusters Score -8695088 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -8696900.000000 Penalty: 5331.552734
	Iteration 12F: 3 clusters Score -8696900 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8697857.000000 Penalty: 5331.552734
	Iteration 13Q: 3 clusters Score -8697857 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -8698389.000000 Penalty: 5331.552734
	Iteration 14Q: 3 clusters Score -8698389 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -8698745.000000 Penalty: 5331.552734
	Iteration 15Q: 3 clusters Score -8698745 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8698973.000000 Penalty: 5331.552734
	Iteration 16Q: 3 clusters Score -8698973 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -8699158.000000 Penalty: 5331.552734
	Iteration 17Q: 3 clusters Score -8699158 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -8699340.000000 Penalty: 5331.552734
	Iteration 18Q: 3 clusters Score -8699340 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8699526.000000 Penalty: 5331.552734
	Iteration 19Q: 3 clusters Score -8699526 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8699586.000000 Penalty: 5331.552734
	Iteration 20F: 3 clusters Score -8699586 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8699667.000000 Penalty: 5331.552734
	Iteration 21Q: 3 clusters Score -8699667 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8699689.000000 Penalty: 5331.552734
	Iteration 22Q: 3 clusters Score -8699689 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8699668.000000 Penalty: 5331.552734
	Iteration 23Q: 3 clusters Score -8699668 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -8699689.000000 Penalty: 5331.552734
	Iteration 24Q: 3 clusters Score -8699689 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -8699691.000000 Penalty: 5331.552734
	Iteration 25Q: 3 clusters Score -8699691 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8699673.000000 Penalty: 5331.552734
	Iteration 26Q: 3 clusters Score -8699673 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -8699671.000000 Penalty: 5331.552734
	Iteration 27Q: 3 clusters Score -8699671 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8699679.000000 Penalty: 5331.552734
	Iteration 28Q: 3 clusters Score -8699679 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8699637.000000 Penalty: 5331.552734
	Iteration 29Q: 3 clusters Score -8699637 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8699653.000000 Penalty: 5331.552734
	Iteration 30Q: 3 clusters Score -8699653 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8699642.000000 Penalty: 5331.552734
	Iteration 31Q: 3 clusters Score -8699642 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8699626.000000 Penalty: 5331.552734
	Iteration 32Q: 3 clusters Score -8699626 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8699634.000000 Penalty: 5331.552734
	Iteration 33Q: 3 clusters Score -8699634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -8699613.000000 Penalty: 5331.552734
	Iteration 34Q: 3 clusters Score -8699613 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8699617.000000 Penalty: 5331.552734
	Iteration 35Q: 3 clusters Score -8699617 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8699607.000000 Penalty: 5331.552734
	Iteration 36Q: 3 clusters Score -8699607 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8699597.000000 Penalty: 5331.552734
	Iteration 37Q: 3 clusters Score -8699597 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8699595.000000 Penalty: 5331.552734
	Iteration 38Q: 3 clusters Score -8699595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8699591.000000 Penalty: 5331.552734
	Iteration 39Q: 3 clusters Score -8699591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8699593.000000 Penalty: 5331.552734
	Iteration 40F: 3 clusters Score -8699593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8699579.000000 Penalty: 5331.552734
	Iteration 41Q: 3 clusters Score -8699579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8699574.000000 Penalty: 5331.552734
	Iteration 42Q: 3 clusters Score -8699574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8699579.000000 Penalty: 5331.552734
	Iteration 43Q: 3 clusters Score -8699579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8699574.000000 Penalty: 5331.552734
	Iteration 44Q: 3 clusters Score -8699574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8699559.000000 Penalty: 5331.552734
	Iteration 45Q: 3 clusters Score -8699559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -8699567.000000 Penalty: 5331.552734
	Iteration 46Q: 3 clusters Score -8699567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8699552.000000 Penalty: 5331.552734
	Iteration 47Q: 3 clusters Score -8699552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8699554.000000 Penalty: 5331.552734
	Iteration 48Q: 3 clusters Score -8699554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8699556.000000 Penalty: 5331.552734
	Iteration 49Q: 3 clusters Score -8699556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8699552.000000 Penalty: 5331.552734
	Iteration 50Q: 3 clusters Score -8699552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8699543.000000 Penalty: 5331.552734
	Iteration 51Q: 3 clusters Score -8699543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8699554.000000 Penalty: 5331.552734
	Iteration 52Q: 3 clusters Score -8699554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8699547.000000 Penalty: 5331.552734
	Iteration 53Q: 3 clusters Score -8699547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8699538.000000 Penalty: 5331.552734
	Iteration 54Q: 3 clusters Score -8699538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8699541.000000 Penalty: 5331.552734
	Iteration 55Q: 3 clusters Score -8699541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8699539.000000 Penalty: 5331.552734
	Iteration 56Q: 3 clusters Score -8699539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8699550.000000 Penalty: 5331.552734
	Iteration 57Q: 3 clusters Score -8699550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8699530.000000 Penalty: 5331.552734
	Iteration 58Q: 3 clusters Score -8699530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8699529.000000 Penalty: 5331.552734
	Iteration 59Q: 3 clusters Score -8699529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8699518.000000 Penalty: 5331.552734
	Iteration 60F: 3 clusters Score -8699518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8699521.000000 Penalty: 5331.552734
	Iteration 61Q: 3 clusters Score -8699521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8699520.000000 Penalty: 5331.552734
	Iteration 62Q: 3 clusters Score -8699520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8699524.000000 Penalty: 5331.552734
	Iteration 63Q: 3 clusters Score -8699524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8699530.000000 Penalty: 5331.552734
	Iteration 64Q: 3 clusters Score -8699530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8699522.000000 Penalty: 5331.552734
	Iteration 65Q: 3 clusters Score -8699522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8699527.000000 Penalty: 5331.552734
	Iteration 66Q: 3 clusters Score -8699527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8699527.000000 Penalty: 5331.552734
	Iteration 67F: 3 clusters Score -8699527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Entering Unmasked Estep 
Score: -4313780.500000 Penalty: 2498.203125
	Iteration 0F: 2 clusters Score -4313780 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 11760 members 
Entering Unmasked Estep 
Score: -4297381.500000 Penalty: 4996.406250
	Iteration 0F: 3 clusters Score -4297382 nChanged 10527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -4303064.000000 Penalty: 4996.406250
	Iteration 1F: 3 clusters Score -4303064 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -4303715.500000 Penalty: 4996.406250
	Iteration 2F: 3 clusters Score -4303716 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4304399.000000 Penalty: 4996.406250
	Iteration 3F: 3 clusters Score -4304399 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4305182.500000 Penalty: 4996.406250
	Iteration 4F: 3 clusters Score -4305182 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4306100.000000 Penalty: 4996.406250
	Iteration 5F: 3 clusters Score -4306100 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -4307135.500000 Penalty: 4996.406250
	Iteration 6F: 3 clusters Score -4307136 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4308200.500000 Penalty: 4996.406250
	Iteration 7F: 3 clusters Score -4308200 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4309309.500000 Penalty: 4996.406250
	Iteration 8F: 3 clusters Score -4309310 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -4310371.500000 Penalty: 4996.406250
	Iteration 9Q: 3 clusters Score -4310372 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -4311252.000000 Penalty: 4996.406250
	Iteration 10Q: 3 clusters Score -4311252 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4311658.500000 Penalty: 4996.406250
	Iteration 11Q: 3 clusters Score -4311658 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4311817.500000 Penalty: 4996.406250
	Iteration 12Q: 3 clusters Score -4311818 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4311871.500000 Penalty: 4996.406250
	Iteration 13Q: 3 clusters Score -4311872 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -4311915.500000 Penalty: 4996.406250
	Iteration 14Q: 3 clusters Score -4311916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4311943.500000 Penalty: 4996.406250
	Iteration 15Q: 3 clusters Score -4311944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -4311955.500000 Penalty: 4996.406250
	Iteration 16Q: 3 clusters Score -4311956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4311980.000000 Penalty: 4996.406250
	Iteration 17Q: 3 clusters Score -4311980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4311995.000000 Penalty: 4996.406250
	Iteration 18Q: 3 clusters Score -4311995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4312011.500000 Penalty: 4996.406250
	Iteration 19Q: 3 clusters Score -4312012 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4312025.500000 Penalty: 4996.406250
	Iteration 20F: 3 clusters Score -4312026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4312035.000000 Penalty: 4996.406250
	Iteration 21Q: 3 clusters Score -4312035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4312037.500000 Penalty: 4996.406250
	Iteration 22Q: 3 clusters Score -4312038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4312035.500000 Penalty: 4996.406250
	Iteration 23Q: 3 clusters Score -4312036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4312037.000000 Penalty: 4996.406250
	Iteration 24Q: 3 clusters Score -4312037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4312037.000000 Penalty: 4996.406250
	Iteration 25Q: 3 clusters Score -4312037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4312053.000000 Penalty: 4996.406250
	Iteration 26Q: 3 clusters Score -4312053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4312048.500000 Penalty: 4996.406250
	Iteration 27Q: 3 clusters Score -4312048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4312050.000000 Penalty: 4996.406250
	Iteration 28Q: 3 clusters Score -4312050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4312047.000000 Penalty: 4996.406250
	Iteration 29Q: 3 clusters Score -4312047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4312046.500000 Penalty: 4996.406250
	Iteration 30Q: 3 clusters Score -4312046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -4312054.000000 Penalty: 4996.406250
	Iteration 31Q: 3 clusters Score -4312054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4312058.000000 Penalty: 4996.406250
	Iteration 32Q: 3 clusters Score -4312058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4312066.000000 Penalty: 4996.406250
	Iteration 33Q: 3 clusters Score -4312066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4312073.500000 Penalty: 4996.406250
	Iteration 34Q: 3 clusters Score -4312074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4312071.000000 Penalty: 4996.406250
	Iteration 35Q: 3 clusters Score -4312071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4312069.000000 Penalty: 4996.406250
	Iteration 36Q: 3 clusters Score -4312069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -4312064.000000 Penalty: 4996.406250
	Iteration 37Q: 3 clusters Score -4312064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4312073.000000 Penalty: 4996.406250
	Iteration 38Q: 3 clusters Score -4312073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -4312070.000000 Penalty: 4996.406250
	Iteration 39Q: 3 clusters Score -4312070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4312077.500000 Penalty: 4996.406250
	Iteration 40F: 3 clusters Score -4312078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4312089.000000 Penalty: 4996.406250
	Iteration 41Q: 3 clusters Score -4312089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4312092.500000 Penalty: 4996.406250
	Iteration 42Q: 3 clusters Score -4312092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4312090.500000 Penalty: 4996.406250
	Iteration 43Q: 3 clusters Score -4312090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -4312094.500000 Penalty: 4996.406250
	Iteration 44Q: 3 clusters Score -4312094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4312095.000000 Penalty: 4996.406250
	Iteration 45Q: 3 clusters Score -4312095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4312095.500000 Penalty: 4996.406250
	Iteration 46Q: 3 clusters Score -4312096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4312095.500000 Penalty: 4996.406250
	Iteration 47F: 3 clusters Score -4312096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (41687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Entering Unmasked Estep 
Score: -7751821.500000 Penalty: 2638.210205
	Iteration 0F: 2 clusters Score -7751822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -7724103.000000 Penalty: 5276.420410
	Iteration 0F: 3 clusters Score -7724103 nChanged 19111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7734662.500000 Penalty: 5276.420410
	Iteration 1F: 3 clusters Score -7734662 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -7735236.000000 Penalty: 5276.420410
	Iteration 2Q: 3 clusters Score -7735236 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -7735842.500000 Penalty: 5276.420410
	Iteration 3Q: 3 clusters Score -7735842 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7736549.500000 Penalty: 5276.420410
	Iteration 4Q: 3 clusters Score -7736550 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -7737409.000000 Penalty: 5276.420410
	Iteration 5Q: 3 clusters Score -7737409 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -7738408.500000 Penalty: 5276.420410
	Iteration 6Q: 3 clusters Score -7738408 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -7739745.000000 Penalty: 5276.420410
	Iteration 7Q: 3 clusters Score -7739745 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -7741414.000000 Penalty: 5276.420410
	Iteration 8F: 3 clusters Score -7741414 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -7743093.000000 Penalty: 5276.420410
	Iteration 9F: 3 clusters Score -7743093 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
Score: -7744316.500000 Penalty: 5276.420410
	Iteration 10Q: 3 clusters Score -7744316 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -7744984.500000 Penalty: 5276.420410
	Iteration 11Q: 3 clusters Score -7744984 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -7745354.500000 Penalty: 5276.420410
	Iteration 12Q: 3 clusters Score -7745354 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -7745659.000000 Penalty: 5276.420410
	Iteration 13Q: 3 clusters Score -7745659 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -7745853.000000 Penalty: 5276.420410
	Iteration 14Q: 3 clusters Score -7745853 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -7746017.500000 Penalty: 5276.420410
	Iteration 15Q: 3 clusters Score -7746018 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7746207.000000 Penalty: 5276.420410
	Iteration 16Q: 3 clusters Score -7746207 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 32411 members 
Entering Unmasked Estep 
Score: -7746373.000000 Penalty: 5276.420410
	Iteration 17Q: 3 clusters Score -7746373 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -7746497.000000 Penalty: 5276.420410
	Iteration 18Q: 3 clusters Score -7746497 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -7746661.000000 Penalty: 5276.420410
	Iteration 19Q: 3 clusters Score -7746661 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -7746776.000000 Penalty: 5276.420410
	Iteration 20F: 3 clusters Score -7746776 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -7746915.500000 Penalty: 5276.420410
	Iteration 21Q: 3 clusters Score -7746916 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -7747059.000000 Penalty: 5276.420410
	Iteration 22Q: 3 clusters Score -7747059 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -7747230.500000 Penalty: 5276.420410
	Iteration 23Q: 3 clusters Score -7747230 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -7747399.000000 Penalty: 5276.420410
	Iteration 24Q: 3 clusters Score -7747399 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -7747546.000000 Penalty: 5276.420410
	Iteration 25Q: 3 clusters Score -7747546 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -7747663.000000 Penalty: 5276.420410
	Iteration 26Q: 3 clusters Score -7747663 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -7747789.500000 Penalty: 5276.420410
	Iteration 27Q: 3 clusters Score -7747790 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7747908.500000 Penalty: 5276.420410
	Iteration 28Q: 3 clusters Score -7747908 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -7748007.500000 Penalty: 5276.420410
	Iteration 29Q: 3 clusters Score -7748008 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 38263 members 
Entering Unmasked Estep 
Score: -7748147.500000 Penalty: 5276.420410
	Iteration 30Q: 3 clusters Score -7748148 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -7748302.500000 Penalty: 5276.420410
	Iteration 31Q: 3 clusters Score -7748302 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7748458.500000 Penalty: 5276.420410
	Iteration 32Q: 3 clusters Score -7748458 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7748591.000000 Penalty: 5276.420410
	Iteration 33Q: 3 clusters Score -7748591 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7748680.500000 Penalty: 5276.420410
	Iteration 34Q: 3 clusters Score -7748680 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7748820.500000 Penalty: 5276.420410
	Iteration 35Q: 3 clusters Score -7748820 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 39958 members 
Entering Unmasked Estep 
Score: -7748916.000000 Penalty: 5276.420410
	Iteration 36Q: 3 clusters Score -7748916 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7748992.000000 Penalty: 5276.420410
	Iteration 37Q: 3 clusters Score -7748992 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -7749075.500000 Penalty: 5276.420410
	Iteration 38Q: 3 clusters Score -7749076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -7749138.500000 Penalty: 5276.420410
	Iteration 39Q: 3 clusters Score -7749138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7749183.000000 Penalty: 5276.420410
	Iteration 40F: 3 clusters Score -7749183 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -7749215.500000 Penalty: 5276.420410
	Iteration 41Q: 3 clusters Score -7749216 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -7749252.500000 Penalty: 5276.420410
	Iteration 42Q: 3 clusters Score -7749252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -7749266.500000 Penalty: 5276.420410
	Iteration 43Q: 3 clusters Score -7749266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -7749287.500000 Penalty: 5276.420410
	Iteration 44Q: 3 clusters Score -7749288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -7749307.000000 Penalty: 5276.420410
	Iteration 45Q: 3 clusters Score -7749307 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -7749337.000000 Penalty: 5276.420410
	Iteration 46Q: 3 clusters Score -7749337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7749381.500000 Penalty: 5276.420410
	Iteration 47Q: 3 clusters Score -7749382 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -7749401.500000 Penalty: 5276.420410
	Iteration 48Q: 3 clusters Score -7749402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7749429.000000 Penalty: 5276.420410
	Iteration 49Q: 3 clusters Score -7749429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -7749446.000000 Penalty: 5276.420410
	Iteration 50Q: 3 clusters Score -7749446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -7749467.000000 Penalty: 5276.420410
	Iteration 51Q: 3 clusters Score -7749467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7749492.000000 Penalty: 5276.420410
	Iteration 52Q: 3 clusters Score -7749492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7749503.000000 Penalty: 5276.420410
	Iteration 53Q: 3 clusters Score -7749503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7749508.500000 Penalty: 5276.420410
	Iteration 54Q: 3 clusters Score -7749508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -7749513.500000 Penalty: 5276.420410
	Iteration 55Q: 3 clusters Score -7749514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -7749519.000000 Penalty: 5276.420410
	Iteration 56Q: 3 clusters Score -7749519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -7749524.000000 Penalty: 5276.420410
	Iteration 57Q: 3 clusters Score -7749524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -7749519.500000 Penalty: 5276.420410
	Iteration 58Q: 3 clusters Score -7749520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -7749524.500000 Penalty: 5276.420410
	Iteration 59Q: 3 clusters Score -7749524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -7749524.000000 Penalty: 5276.420410
	Iteration 60F: 3 clusters Score -7749524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7749533.000000 Penalty: 5276.420410
	Iteration 61Q: 3 clusters Score -7749533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -7749535.500000 Penalty: 5276.420410
	Iteration 62Q: 3 clusters Score -7749536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -7749537.000000 Penalty: 5276.420410
	Iteration 63Q: 3 clusters Score -7749537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -7749536.000000 Penalty: 5276.420410
	Iteration 64Q: 3 clusters Score -7749536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -7749547.000000 Penalty: 5276.420410
	Iteration 65Q: 3 clusters Score -7749547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7749542.000000 Penalty: 5276.420410
	Iteration 66Q: 3 clusters Score -7749542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7749542.000000 Penalty: 5276.420410
	Iteration 67F: 3 clusters Score -7749542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Entering Unmasked Estep 
Score: -750879.000000 Penalty: 2063.953857
	Iteration 0F: 2 clusters Score -750879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -746924.125000 Penalty: 4127.907715
	Iteration 0F: 3 clusters Score -746924.1 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -747838.000000 Penalty: 4127.907715
	Iteration 1F: 3 clusters Score -747838 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -748035.625000 Penalty: 4127.907715
	Iteration 2F: 3 clusters Score -748035.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -748147.250000 Penalty: 4127.907715
	Iteration 3Q: 3 clusters Score -748147.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -748216.562500 Penalty: 4127.907715
	Iteration 4Q: 3 clusters Score -748216.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -748271.125000 Penalty: 4127.907715
	Iteration 5Q: 3 clusters Score -748271.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -748323.687500 Penalty: 4127.907715
	Iteration 6Q: 3 clusters Score -748323.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -748357.625000 Penalty: 4127.907715
	Iteration 7Q: 3 clusters Score -748357.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -748380.312500 Penalty: 4127.907715
	Iteration 8Q: 3 clusters Score -748380.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -748408.937500 Penalty: 4127.907715
	Iteration 9Q: 3 clusters Score -748408.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -748436.562500 Penalty: 4127.907715
	Iteration 10Q: 3 clusters Score -748436.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -748470.250000 Penalty: 4127.907715
	Iteration 11Q: 3 clusters Score -748470.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -748501.062500 Penalty: 4127.907715
	Iteration 12Q: 3 clusters Score -748501.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -748534.562500 Penalty: 4127.907715
	Iteration 13Q: 3 clusters Score -748534.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -748577.375000 Penalty: 4127.907715
	Iteration 14Q: 3 clusters Score -748577.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -748625.937500 Penalty: 4127.907715
	Iteration 15Q: 3 clusters Score -748625.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -748687.812500 Penalty: 4127.907715
	Iteration 16Q: 3 clusters Score -748687.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -748764.625000 Penalty: 4127.907715
	Iteration 17Q: 3 clusters Score -748764.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -748845.312500 Penalty: 4127.907715
	Iteration 18Q: 3 clusters Score -748845.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -748921.250000 Penalty: 4127.907715
	Iteration 19Q: 3 clusters Score -748921.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -748977.187500 Penalty: 4127.907715
	Iteration 20F: 3 clusters Score -748977.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -749027.312500 Penalty: 4127.907715
	Iteration 21Q: 3 clusters Score -749027.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -749073.000000 Penalty: 4127.907715
	Iteration 22Q: 3 clusters Score -749073 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -749109.125000 Penalty: 4127.907715
	Iteration 23Q: 3 clusters Score -749109.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -749144.875000 Penalty: 4127.907715
	Iteration 24Q: 3 clusters Score -749144.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -749180.375000 Penalty: 4127.907715
	Iteration 25Q: 3 clusters Score -749180.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -749208.937500 Penalty: 4127.907715
	Iteration 26Q: 3 clusters Score -749208.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -749231.375000 Penalty: 4127.907715
	Iteration 27Q: 3 clusters Score -749231.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -749246.437500 Penalty: 4127.907715
	Iteration 28Q: 3 clusters Score -749246.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -749260.687500 Penalty: 4127.907715
	Iteration 29Q: 3 clusters Score -749260.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -749272.750000 Penalty: 4127.907715
	Iteration 30Q: 3 clusters Score -749272.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -749286.500000 Penalty: 4127.907715
	Iteration 31Q: 3 clusters Score -749286.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -749293.500000 Penalty: 4127.907715
	Iteration 32Q: 3 clusters Score -749293.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -749301.437500 Penalty: 4127.907715
	Iteration 33Q: 3 clusters Score -749301.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -749307.937500 Penalty: 4127.907715
	Iteration 34Q: 3 clusters Score -749307.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -749311.500000 Penalty: 4127.907715
	Iteration 35Q: 3 clusters Score -749311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -749312.125000 Penalty: 4127.907715
	Iteration 36Q: 3 clusters Score -749312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -749314.937500 Penalty: 4127.907715
	Iteration 37Q: 3 clusters Score -749314.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -749317.562500 Penalty: 4127.907715
	Iteration 38Q: 3 clusters Score -749317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -749319.937500 Penalty: 4127.907715
	Iteration 39Q: 3 clusters Score -749319.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -749319.437500 Penalty: 4127.907715
	Iteration 40F: 3 clusters Score -749319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -749321.625000 Penalty: 4127.907715
	Iteration 41Q: 3 clusters Score -749321.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -749323.000000 Penalty: 4127.907715
	Iteration 42Q: 3 clusters Score -749323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -749325.062500 Penalty: 4127.907715
	Iteration 43Q: 3 clusters Score -749325.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -749325.937500 Penalty: 4127.907715
	Iteration 44Q: 3 clusters Score -749325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -749326.250000 Penalty: 4127.907715
	Iteration 45Q: 3 clusters Score -749326.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -749326.937500 Penalty: 4127.907715
	Iteration 46Q: 3 clusters Score -749326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -749327.375000 Penalty: 4127.907715
	Iteration 47Q: 3 clusters Score -749327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -749329.687500 Penalty: 4127.907715
	Iteration 48Q: 3 clusters Score -749329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -749330.687500 Penalty: 4127.907715
	Iteration 49Q: 3 clusters Score -749330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -749330.000000 Penalty: 4127.907715
	Iteration 50Q: 3 clusters Score -749330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -749330.000000 Penalty: 4127.907715
	Iteration 51F: 3 clusters Score -749330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18341.923828 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18341.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -18461.599609 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18461.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -18487.437500 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -18487.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18497.126953 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18497.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18506.935547 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18506.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -18506.935547 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -18506.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -94721.320312 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -94721.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -93233.007812 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -93233.01 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -93560.242188 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -93560.24 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -93693.000000 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -93693 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -93763.046875 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -93763.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -93808.367188 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -93808.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93845.726562 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -93845.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -93898.632812 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -93898.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -93958.859375 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -93958.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -93983.468750 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -93983.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94008.023438 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -94008.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94025.757812 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -94025.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -94033.593750 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -94033.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94040.976562 Penalty: 3133.313721
	Iteration 12Q: 3 clusters Score -94040.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94045.179688 Penalty: 3133.313721
	Iteration 13Q: 3 clusters Score -94045.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94045.179688 Penalty: 3133.313721
	Iteration 14F: 3 clusters Score -94045.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Entering Unmasked Estep 
Score: -9166028.000000 Penalty: 2678.754883
	Iteration 0F: 2 clusters Score -9166028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -9135216.000000 Penalty: 5357.509766
	Iteration 0F: 3 clusters Score -9135216 nChanged 22612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -9147919.000000 Penalty: 5357.509766
	Iteration 1F: 3 clusters Score -9147919 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -9148495.000000 Penalty: 5357.509766
	Iteration 2Q: 3 clusters Score -9148495 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -9149084.000000 Penalty: 5357.509766
	Iteration 3Q: 3 clusters Score -9149084 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -9149817.000000 Penalty: 5357.509766
	Iteration 4Q: 3 clusters Score -9149817 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -9150499.000000 Penalty: 5357.509766
	Iteration 5Q: 3 clusters Score -9150499 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -9151338.000000 Penalty: 5357.509766
	Iteration 6Q: 3 clusters Score -9151338 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -9152325.000000 Penalty: 5357.509766
	Iteration 7Q: 3 clusters Score -9152325 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -9153492.000000 Penalty: 5357.509766
	Iteration 8Q: 3 clusters Score -9153492 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 31164 members 
Entering Unmasked Estep 
Score: -9154763.000000 Penalty: 5357.509766
	Iteration 9Q: 3 clusters Score -9154763 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -9155922.000000 Penalty: 5357.509766
	Iteration 10Q: 3 clusters Score -9155922 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -9157165.000000 Penalty: 5357.509766
	Iteration 11Q: 3 clusters Score -9157165 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -9158236.000000 Penalty: 5357.509766
	Iteration 12Q: 3 clusters Score -9158236 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -9159058.000000 Penalty: 5357.509766
	Iteration 13Q: 3 clusters Score -9159058 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -9159683.000000 Penalty: 5357.509766
	Iteration 14Q: 3 clusters Score -9159683 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -9160167.000000 Penalty: 5357.509766
	Iteration 15Q: 3 clusters Score -9160167 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -9160578.000000 Penalty: 5357.509766
	Iteration 16Q: 3 clusters Score -9160578 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -9160946.000000 Penalty: 5357.509766
	Iteration 17Q: 3 clusters Score -9160946 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -9161337.000000 Penalty: 5357.509766
	Iteration 18Q: 3 clusters Score -9161337 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -9161652.000000 Penalty: 5357.509766
	Iteration 19Q: 3 clusters Score -9161652 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -9161918.000000 Penalty: 5357.509766
	Iteration 20F: 3 clusters Score -9161918 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -9162190.000000 Penalty: 5357.509766
	Iteration 21Q: 3 clusters Score -9162190 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -9162466.000000 Penalty: 5357.509766
	Iteration 22Q: 3 clusters Score -9162466 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -9162819.000000 Penalty: 5357.509766
	Iteration 23Q: 3 clusters Score -9162819 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -9163064.000000 Penalty: 5357.509766
	Iteration 24Q: 3 clusters Score -9163064 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9163256.000000 Penalty: 5357.509766
	Iteration 25Q: 3 clusters Score -9163256 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -9163442.000000 Penalty: 5357.509766
	Iteration 26Q: 3 clusters Score -9163442 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -9163676.000000 Penalty: 5357.509766
	Iteration 27Q: 3 clusters Score -9163676 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -9163830.000000 Penalty: 5357.509766
	Iteration 28Q: 3 clusters Score -9163830 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -9163948.000000 Penalty: 5357.509766
	Iteration 29Q: 3 clusters Score -9163948 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -9164021.000000 Penalty: 5357.509766
	Iteration 30Q: 3 clusters Score -9164021 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -9164037.000000 Penalty: 5357.509766
	Iteration 31Q: 3 clusters Score -9164037 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -9164073.000000 Penalty: 5357.509766
	Iteration 32Q: 3 clusters Score -9164073 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -9164095.000000 Penalty: 5357.509766
	Iteration 33Q: 3 clusters Score -9164095 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -9164102.000000 Penalty: 5357.509766
	Iteration 34Q: 3 clusters Score -9164102 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9164111.000000 Penalty: 5357.509766
	Iteration 35Q: 3 clusters Score -9164111 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -9164105.000000 Penalty: 5357.509766
	Iteration 36Q: 3 clusters Score -9164105 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -9164118.000000 Penalty: 5357.509766
	Iteration 37Q: 3 clusters Score -9164118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9164118.000000 Penalty: 5357.509766
	Iteration 38Q: 3 clusters Score -9164118 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -9164146.000000 Penalty: 5357.509766
	Iteration 39Q: 3 clusters Score -9164146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -9164156.000000 Penalty: 5357.509766
	Iteration 40F: 3 clusters Score -9164156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -9164152.000000 Penalty: 5357.509766
	Iteration 41Q: 3 clusters Score -9164152 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -9164153.000000 Penalty: 5357.509766
	Iteration 42Q: 3 clusters Score -9164153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -9164162.000000 Penalty: 5357.509766
	Iteration 43Q: 3 clusters Score -9164162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -9164157.000000 Penalty: 5357.509766
	Iteration 44Q: 3 clusters Score -9164157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -9164164.000000 Penalty: 5357.509766
	Iteration 45Q: 3 clusters Score -9164164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -9164177.000000 Penalty: 5357.509766
	Iteration 46Q: 3 clusters Score -9164177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 5357.509766
	Iteration 47Q: 3 clusters Score -9164185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -9164184.000000 Penalty: 5357.509766
	Iteration 48Q: 3 clusters Score -9164184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9164181.000000 Penalty: 5357.509766
	Iteration 49Q: 3 clusters Score -9164181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -9164183.000000 Penalty: 5357.509766
	Iteration 50Q: 3 clusters Score -9164183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -9164189.000000 Penalty: 5357.509766
	Iteration 51Q: 3 clusters Score -9164189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -9164189.000000 Penalty: 5357.509766
	Iteration 52Q: 3 clusters Score -9164189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -9164186.000000 Penalty: 5357.509766
	Iteration 53Q: 3 clusters Score -9164186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 5357.509766
	Iteration 54Q: 3 clusters Score -9164185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -9164190.000000 Penalty: 5357.509766
	Iteration 55Q: 3 clusters Score -9164190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -9164188.000000 Penalty: 5357.509766
	Iteration 56Q: 3 clusters Score -9164188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -9164185.000000 Penalty: 5357.509766
	Iteration 57Q: 3 clusters Score -9164185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9164182.000000 Penalty: 5357.509766
	Iteration 58Q: 3 clusters Score -9164182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -9164178.000000 Penalty: 5357.509766
	Iteration 59Q: 3 clusters Score -9164178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9164182.000000 Penalty: 5357.509766
	Iteration 60F: 3 clusters Score -9164182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9164184.000000 Penalty: 5357.509766
	Iteration 61Q: 3 clusters Score -9164184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -9164179.000000 Penalty: 5357.509766
	Iteration 62Q: 3 clusters Score -9164179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9164182.000000 Penalty: 5357.509766
	Iteration 63Q: 3 clusters Score -9164182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9164177.000000 Penalty: 5357.509766
	Iteration 64Q: 3 clusters Score -9164177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9164173.000000 Penalty: 5357.509766
	Iteration 65Q: 3 clusters Score -9164173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -9164173.000000 Penalty: 5357.509766
	Iteration 66Q: 3 clusters Score -9164173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9164179.000000 Penalty: 5357.509766
	Iteration 67Q: 3 clusters Score -9164179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9164179.000000 Penalty: 5357.509766
	Iteration 68F: 3 clusters Score -9164179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Entering Unmasked Estep 
Score: -914379.187500 Penalty: 2108.817627
	Iteration 0F: 2 clusters Score -914379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -909935.750000 Penalty: 4217.635254
	Iteration 0F: 3 clusters Score -909935.8 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -910972.687500 Penalty: 4217.635254
	Iteration 1F: 3 clusters Score -910972.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -911164.937500 Penalty: 4217.635254
	Iteration 2F: 3 clusters Score -911164.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -911296.250000 Penalty: 4217.635254
	Iteration 3Q: 3 clusters Score -911296.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -911396.250000 Penalty: 4217.635254
	Iteration 4Q: 3 clusters Score -911396.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -911454.812500 Penalty: 4217.635254
	Iteration 5Q: 3 clusters Score -911454.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -911501.375000 Penalty: 4217.635254
	Iteration 6Q: 3 clusters Score -911501.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -911535.312500 Penalty: 4217.635254
	Iteration 7Q: 3 clusters Score -911535.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -911568.750000 Penalty: 4217.635254
	Iteration 8Q: 3 clusters Score -911568.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -911597.625000 Penalty: 4217.635254
	Iteration 9Q: 3 clusters Score -911597.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -911626.125000 Penalty: 4217.635254
	Iteration 10Q: 3 clusters Score -911626.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -911656.187500 Penalty: 4217.635254
	Iteration 11Q: 3 clusters Score -911656.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -911691.437500 Penalty: 4217.635254
	Iteration 12Q: 3 clusters Score -911691.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -911727.437500 Penalty: 4217.635254
	Iteration 13Q: 3 clusters Score -911727.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -911751.687500 Penalty: 4217.635254
	Iteration 14Q: 3 clusters Score -911751.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -911773.250000 Penalty: 4217.635254
	Iteration 15Q: 3 clusters Score -911773.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -911790.187500 Penalty: 4217.635254
	Iteration 16Q: 3 clusters Score -911790.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -911810.062500 Penalty: 4217.635254
	Iteration 17Q: 3 clusters Score -911810.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -911827.625000 Penalty: 4217.635254
	Iteration 18Q: 3 clusters Score -911827.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -911841.812500 Penalty: 4217.635254
	Iteration 19Q: 3 clusters Score -911841.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -911857.562500 Penalty: 4217.635254
	Iteration 20F: 3 clusters Score -911857.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -911880.125000 Penalty: 4217.635254
	Iteration 21Q: 3 clusters Score -911880.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -911905.750000 Penalty: 4217.635254
	Iteration 22Q: 3 clusters Score -911905.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -911934.187500 Penalty: 4217.635254
	Iteration 23Q: 3 clusters Score -911934.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -911963.937500 Penalty: 4217.635254
	Iteration 24Q: 3 clusters Score -911963.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -911984.187500 Penalty: 4217.635254
	Iteration 25Q: 3 clusters Score -911984.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -912001.687500 Penalty: 4217.635254
	Iteration 26Q: 3 clusters Score -912001.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -912017.312500 Penalty: 4217.635254
	Iteration 27Q: 3 clusters Score -912017.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -912034.125000 Penalty: 4217.635254
	Iteration 28Q: 3 clusters Score -912034.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -912058.125000 Penalty: 4217.635254
	Iteration 29Q: 3 clusters Score -912058.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -912074.250000 Penalty: 4217.635254
	Iteration 30Q: 3 clusters Score -912074.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -912088.625000 Penalty: 4217.635254
	Iteration 31Q: 3 clusters Score -912088.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -912104.687500 Penalty: 4217.635254
	Iteration 32Q: 3 clusters Score -912104.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -912129.750000 Penalty: 4217.635254
	Iteration 33Q: 3 clusters Score -912129.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -912154.250000 Penalty: 4217.635254
	Iteration 34Q: 3 clusters Score -912154.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -912185.875000 Penalty: 4217.635254
	Iteration 35Q: 3 clusters Score -912185.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -912212.625000 Penalty: 4217.635254
	Iteration 36Q: 3 clusters Score -912212.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -912226.937500 Penalty: 4217.635254
	Iteration 37Q: 3 clusters Score -912226.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -912246.000000 Penalty: 4217.635254
	Iteration 38Q: 3 clusters Score -912246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -912266.812500 Penalty: 4217.635254
	Iteration 39Q: 3 clusters Score -912266.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -912284.437500 Penalty: 4217.635254
	Iteration 40F: 3 clusters Score -912284.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -912303.750000 Penalty: 4217.635254
	Iteration 41Q: 3 clusters Score -912303.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -912324.437500 Penalty: 4217.635254
	Iteration 42Q: 3 clusters Score -912324.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -912346.937500 Penalty: 4217.635254
	Iteration 43Q: 3 clusters Score -912346.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -912366.375000 Penalty: 4217.635254
	Iteration 44Q: 3 clusters Score -912366.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -912385.375000 Penalty: 4217.635254
	Iteration 45Q: 3 clusters Score -912385.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -912398.812500 Penalty: 4217.635254
	Iteration 46Q: 3 clusters Score -912398.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -912410.312500 Penalty: 4217.635254
	Iteration 47Q: 3 clusters Score -912410.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -912419.937500 Penalty: 4217.635254
	Iteration 48Q: 3 clusters Score -912419.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -912427.500000 Penalty: 4217.635254
	Iteration 49Q: 3 clusters Score -912427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -912428.750000 Penalty: 4217.635254
	Iteration 50Q: 3 clusters Score -912428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -912438.625000 Penalty: 4217.635254
	Iteration 51Q: 3 clusters Score -912438.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -912440.562500 Penalty: 4217.635254
	Iteration 52Q: 3 clusters Score -912440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -912441.937500 Penalty: 4217.635254
	Iteration 53Q: 3 clusters Score -912441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -912446.125000 Penalty: 4217.635254
	Iteration 54Q: 3 clusters Score -912446.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -912449.500000 Penalty: 4217.635254
	Iteration 55Q: 3 clusters Score -912449.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -912454.875000 Penalty: 4217.635254
	Iteration 56Q: 3 clusters Score -912454.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -912459.187500 Penalty: 4217.635254
	Iteration 57Q: 3 clusters Score -912459.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -912464.687500 Penalty: 4217.635254
	Iteration 58Q: 3 clusters Score -912464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -912469.750000 Penalty: 4217.635254
	Iteration 59Q: 3 clusters Score -912469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -912480.125000 Penalty: 4217.635254
	Iteration 60F: 3 clusters Score -912480.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -912488.375000 Penalty: 4217.635254
	Iteration 61Q: 3 clusters Score -912488.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -912499.000000 Penalty: 4217.635254
	Iteration 62Q: 3 clusters Score -912499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -912508.687500 Penalty: 4217.635254
	Iteration 63Q: 3 clusters Score -912508.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -912520.687500 Penalty: 4217.635254
	Iteration 64Q: 3 clusters Score -912520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -912525.500000 Penalty: 4217.635254
	Iteration 65Q: 3 clusters Score -912525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -912531.062500 Penalty: 4217.635254
	Iteration 66Q: 3 clusters Score -912531.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -912535.812500 Penalty: 4217.635254
	Iteration 67Q: 3 clusters Score -912535.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -912540.375000 Penalty: 4217.635254
	Iteration 68Q: 3 clusters Score -912540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -912545.125000 Penalty: 4217.635254
	Iteration 69Q: 3 clusters Score -912545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -912546.375000 Penalty: 4217.635254
	Iteration 70Q: 3 clusters Score -912546.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -912548.750000 Penalty: 4217.635254
	Iteration 71Q: 3 clusters Score -912548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -912545.687500 Penalty: 4217.635254
	Iteration 72Q: 3 clusters Score -912545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -912545.687500 Penalty: 4217.635254
	Iteration 73F: 3 clusters Score -912545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Entering Unmasked Estep 
Score: -421567.968750 Penalty: 1925.440063
	Iteration 0F: 2 clusters Score -421568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -418709.562500 Penalty: 3850.880127
	Iteration 0F: 3 clusters Score -418709.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -419297.843750 Penalty: 3850.880127
	Iteration 1F: 3 clusters Score -419297.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -419462.531250 Penalty: 3850.880127
	Iteration 2F: 3 clusters Score -419462.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -419565.843750 Penalty: 3850.880127
	Iteration 3F: 3 clusters Score -419565.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -419646.781250 Penalty: 3850.880127
	Iteration 4Q: 3 clusters Score -419646.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -419717.187500 Penalty: 3850.880127
	Iteration 5Q: 3 clusters Score -419717.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -419766.312500 Penalty: 3850.880127
	Iteration 6Q: 3 clusters Score -419766.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -419809.062500 Penalty: 3850.880127
	Iteration 7Q: 3 clusters Score -419809.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -419838.250000 Penalty: 3850.880127
	Iteration 8Q: 3 clusters Score -419838.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -419856.656250 Penalty: 3850.880127
	Iteration 9Q: 3 clusters Score -419856.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -419884.718750 Penalty: 3850.880127
	Iteration 10Q: 3 clusters Score -419884.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -419908.343750 Penalty: 3850.880127
	Iteration 11Q: 3 clusters Score -419908.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -419922.875000 Penalty: 3850.880127
	Iteration 12Q: 3 clusters Score -419922.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -419930.968750 Penalty: 3850.880127
	Iteration 13Q: 3 clusters Score -419931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -419938.625000 Penalty: 3850.880127
	Iteration 14Q: 3 clusters Score -419938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -419945.312500 Penalty: 3850.880127
	Iteration 15Q: 3 clusters Score -419945.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -419952.562500 Penalty: 3850.880127
	Iteration 16Q: 3 clusters Score -419952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -419957.406250 Penalty: 3850.880127
	Iteration 17Q: 3 clusters Score -419957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -419961.781250 Penalty: 3850.880127
	Iteration 18Q: 3 clusters Score -419961.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -419969.500000 Penalty: 3850.880127
	Iteration 19Q: 3 clusters Score -419969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -419975.468750 Penalty: 3850.880127
	Iteration 20F: 3 clusters Score -419975.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -419979.500000 Penalty: 3850.880127
	Iteration 21Q: 3 clusters Score -419979.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -419992.750000 Penalty: 3850.880127
	Iteration 22Q: 3 clusters Score -419992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -420005.687500 Penalty: 3850.880127
	Iteration 23Q: 3 clusters Score -420005.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -420018.156250 Penalty: 3850.880127
	Iteration 24Q: 3 clusters Score -420018.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -420033.437500 Penalty: 3850.880127
	Iteration 25Q: 3 clusters Score -420033.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -420047.062500 Penalty: 3850.880127
	Iteration 26Q: 3 clusters Score -420047.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -420054.875000 Penalty: 3850.880127
	Iteration 27Q: 3 clusters Score -420054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -420058.937500 Penalty: 3850.880127
	Iteration 28Q: 3 clusters Score -420058.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -420067.343750 Penalty: 3850.880127
	Iteration 29Q: 3 clusters Score -420067.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -420075.375000 Penalty: 3850.880127
	Iteration 30Q: 3 clusters Score -420075.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -420081.125000 Penalty: 3850.880127
	Iteration 31Q: 3 clusters Score -420081.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -420086.937500 Penalty: 3850.880127
	Iteration 32Q: 3 clusters Score -420086.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -420096.406250 Penalty: 3850.880127
	Iteration 33Q: 3 clusters Score -420096.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -420103.031250 Penalty: 3850.880127
	Iteration 34Q: 3 clusters Score -420103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -420108.156250 Penalty: 3850.880127
	Iteration 35Q: 3 clusters Score -420108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -420110.062500 Penalty: 3850.880127
	Iteration 36Q: 3 clusters Score -420110.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -420112.375000 Penalty: 3850.880127
	Iteration 37Q: 3 clusters Score -420112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -420115.031250 Penalty: 3850.880127
	Iteration 38Q: 3 clusters Score -420115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -420115.500000 Penalty: 3850.880127
	Iteration 39Q: 3 clusters Score -420115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -420119.437500 Penalty: 3850.880127
	Iteration 40F: 3 clusters Score -420119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -420129.406250 Penalty: 3850.880127
	Iteration 41Q: 3 clusters Score -420129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -420133.843750 Penalty: 3850.880127
	Iteration 42Q: 3 clusters Score -420133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -420136.968750 Penalty: 3850.880127
	Iteration 43Q: 3 clusters Score -420137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -420138.500000 Penalty: 3850.880127
	Iteration 44Q: 3 clusters Score -420138.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -420141.781250 Penalty: 3850.880127
	Iteration 45Q: 3 clusters Score -420141.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -420144.968750 Penalty: 3850.880127
	Iteration 46Q: 3 clusters Score -420145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -420147.625000 Penalty: 3850.880127
	Iteration 47Q: 3 clusters Score -420147.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -420148.500000 Penalty: 3850.880127
	Iteration 48Q: 3 clusters Score -420148.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -420149.375000 Penalty: 3850.880127
	Iteration 49Q: 3 clusters Score -420149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -420151.687500 Penalty: 3850.880127
	Iteration 50Q: 3 clusters Score -420151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -420155.031250 Penalty: 3850.880127
	Iteration 51Q: 3 clusters Score -420155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -420157.031250 Penalty: 3850.880127
	Iteration 52Q: 3 clusters Score -420157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -420160.656250 Penalty: 3850.880127
	Iteration 53Q: 3 clusters Score -420160.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -420160.781250 Penalty: 3850.880127
	Iteration 54Q: 3 clusters Score -420160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -420163.875000 Penalty: 3850.880127
	Iteration 55Q: 3 clusters Score -420163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -420167.000000 Penalty: 3850.880127
	Iteration 56Q: 3 clusters Score -420167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -420176.343750 Penalty: 3850.880127
	Iteration 57Q: 3 clusters Score -420176.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -420188.656250 Penalty: 3850.880127
	Iteration 58Q: 3 clusters Score -420188.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -420198.437500 Penalty: 3850.880127
	Iteration 59Q: 3 clusters Score -420198.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -420209.437500 Penalty: 3850.880127
	Iteration 60F: 3 clusters Score -420209.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -420218.125000 Penalty: 3850.880127
	Iteration 61Q: 3 clusters Score -420218.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -420227.281250 Penalty: 3850.880127
	Iteration 62Q: 3 clusters Score -420227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -420236.593750 Penalty: 3850.880127
	Iteration 63Q: 3 clusters Score -420236.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -420245.750000 Penalty: 3850.880127
	Iteration 64Q: 3 clusters Score -420245.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -420255.625000 Penalty: 3850.880127
	Iteration 65Q: 3 clusters Score -420255.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -420267.531250 Penalty: 3850.880127
	Iteration 66Q: 3 clusters Score -420267.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -420277.250000 Penalty: 3850.880127
	Iteration 67Q: 3 clusters Score -420277.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -420285.875000 Penalty: 3850.880127
	Iteration 68Q: 3 clusters Score -420285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -420290.781250 Penalty: 3850.880127
	Iteration 69Q: 3 clusters Score -420290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -420292.500000 Penalty: 3850.880127
	Iteration 70Q: 3 clusters Score -420292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -420295.000000 Penalty: 3850.880127
	Iteration 71Q: 3 clusters Score -420295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -420296.593750 Penalty: 3850.880127
	Iteration 72Q: 3 clusters Score -420296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -420297.406250 Penalty: 3850.880127
	Iteration 73Q: 3 clusters Score -420297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -420297.437500 Penalty: 3850.880127
	Iteration 74Q: 3 clusters Score -420297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -420299.343750 Penalty: 3850.880127
	Iteration 75Q: 3 clusters Score -420299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -420300.750000 Penalty: 3850.880127
	Iteration 76Q: 3 clusters Score -420300.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -420304.343750 Penalty: 3850.880127
	Iteration 77Q: 3 clusters Score -420304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -420305.125000 Penalty: 3850.880127
	Iteration 78Q: 3 clusters Score -420305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -420308.500000 Penalty: 3850.880127
	Iteration 79Q: 3 clusters Score -420308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -420310.875000 Penalty: 3850.880127
	Iteration 80F: 3 clusters Score -420310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -420315.562500 Penalty: 3850.880127
	Iteration 81Q: 3 clusters Score -420315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -420324.968750 Penalty: 3850.880127
	Iteration 82Q: 3 clusters Score -420325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -420333.750000 Penalty: 3850.880127
	Iteration 83Q: 3 clusters Score -420333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -420340.875000 Penalty: 3850.880127
	Iteration 84Q: 3 clusters Score -420340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -420345.062500 Penalty: 3850.880127
	Iteration 85Q: 3 clusters Score -420345.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -420349.718750 Penalty: 3850.880127
	Iteration 86Q: 3 clusters Score -420349.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -420357.250000 Penalty: 3850.880127
	Iteration 87Q: 3 clusters Score -420357.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -420359.468750 Penalty: 3850.880127
	Iteration 88Q: 3 clusters Score -420359.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -420360.968750 Penalty: 3850.880127
	Iteration 89Q: 3 clusters Score -420361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -420363.062500 Penalty: 3850.880127
	Iteration 90Q: 3 clusters Score -420363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -420365.593750 Penalty: 3850.880127
	Iteration 91Q: 3 clusters Score -420365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -420366.875000 Penalty: 3850.880127
	Iteration 92Q: 3 clusters Score -420366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -420366.875000 Penalty: 3850.880127
	Iteration 93F: 3 clusters Score -420366.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 47131 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48324 members 
Mstep: Class 6 contains 30839 members 
Mstep: Class 7 contains 44256 members 
Mstep: Class 8 contains 49975 members 
Mstep: Class 9 contains 41354 members 
Mstep: Class 10 contains 47782 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43020 members 
Mstep: Class 14 contains 50972 members 
Mstep: Class 15 contains 42417 members 
Mstep: Class 16 contains 58911 members 
Mstep: Class 17 contains 51132 members 
Mstep: Class 18 contains 4705 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46588 members 
Mstep: Class 22 contains 23704 members 
Mstep: Class 23 contains 41687 members 
Mstep: Class 24 contains 4115 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 554 members 
Mstep: Class 27 contains 49091 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 2354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110224.000000 Penalty: 97259.320312
Iteration 119Q: 30 clusters Score -1.371102e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 47093 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48382 members 
Mstep: Class 6 contains 30825 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 50015 members 
Mstep: Class 9 contains 41356 members 
Mstep: Class 10 contains 47781 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43015 members 
Mstep: Class 14 contains 50997 members 
Mstep: Class 15 contains 42419 members 
Mstep: Class 16 contains 58922 members 
Mstep: Class 17 contains 51130 members 
Mstep: Class 18 contains 4669 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46563 members 
Mstep: Class 22 contains 23701 members 
Mstep: Class 23 contains 41599 members 
Mstep: Class 24 contains 4107 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 49068 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 2360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110224.000000 Penalty: 97259.320312
Iteration 120F: 30 clusters Score -1.371102e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 47078 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48462 members 
Mstep: Class 6 contains 30805 members 
Mstep: Class 7 contains 44410 members 
Mstep: Class 8 contains 50083 members 
Mstep: Class 9 contains 41364 members 
Mstep: Class 10 contains 47786 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43014 members 
Mstep: Class 14 contains 51006 members 
Mstep: Class 15 contains 42446 members 
Mstep: Class 16 contains 58912 members 
Mstep: Class 17 contains 51101 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46528 members 
Mstep: Class 22 contains 23703 members 
Mstep: Class 23 contains 41510 members 
Mstep: Class 24 contains 4102 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 49035 members 
Mstep: Class 28 contains 4948 members 
Mstep: Class 29 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110240.000000 Penalty: 97259.320312
Iteration 121Q: 30 clusters Score -1.371102e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 47082 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48518 members 
Mstep: Class 6 contains 30791 members 
Mstep: Class 7 contains 44457 members 
Mstep: Class 8 contains 50148 members 
Mstep: Class 9 contains 41344 members 
Mstep: Class 10 contains 47777 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43034 members 
Mstep: Class 14 contains 50984 members 
Mstep: Class 15 contains 42452 members 
Mstep: Class 16 contains 58946 members 
Mstep: Class 17 contains 51119 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46491 members 
Mstep: Class 22 contains 23707 members 
Mstep: Class 23 contains 41416 members 
Mstep: Class 24 contains 4105 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 49000 members 
Mstep: Class 28 contains 4956 members 
Mstep: Class 29 contains 2364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137109952.000000 Penalty: 97259.320312
Iteration 122Q: 30 clusters Score -1.3711e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 47093 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48580 members 
Mstep: Class 6 contains 30775 members 
Mstep: Class 7 contains 44506 members 
Mstep: Class 8 contains 50212 members 
Mstep: Class 9 contains 41328 members 
Mstep: Class 10 contains 47768 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43076 members 
Mstep: Class 14 contains 50966 members 
Mstep: Class 15 contains 42453 members 
Mstep: Class 16 contains 58965 members 
Mstep: Class 17 contains 51080 members 
Mstep: Class 18 contains 4573 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46472 members 
Mstep: Class 22 contains 23714 members 
Mstep: Class 23 contains 41341 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 48961 members 
Mstep: Class 28 contains 4963 members 
Mstep: Class 29 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110224.000000 Penalty: 97259.320312
Iteration 123Q: 30 clusters Score -1.371102e+08 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 47111 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48601 members 
Mstep: Class 6 contains 30747 members 
Mstep: Class 7 contains 44555 members 
Mstep: Class 8 contains 50285 members 
Mstep: Class 9 contains 41306 members 
Mstep: Class 10 contains 47773 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43115 members 
Mstep: Class 14 contains 50931 members 
Mstep: Class 15 contains 42449 members 
Mstep: Class 16 contains 58974 members 
Mstep: Class 17 contains 51069 members 
Mstep: Class 18 contains 4540 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46456 members 
Mstep: Class 22 contains 23728 members 
Mstep: Class 23 contains 41283 members 
Mstep: Class 24 contains 4112 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 48938 members 
Mstep: Class 28 contains 4970 members 
Mstep: Class 29 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110256.000000 Penalty: 97259.320312
Iteration 124Q: 30 clusters Score -1.371103e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 47129 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48632 members 
Mstep: Class 6 contains 30724 members 
Mstep: Class 7 contains 44616 members 
Mstep: Class 8 contains 50337 members 
Mstep: Class 9 contains 41305 members 
Mstep: Class 10 contains 47771 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43141 members 
Mstep: Class 14 contains 50900 members 
Mstep: Class 15 contains 42457 members 
Mstep: Class 16 contains 58956 members 
Mstep: Class 17 contains 51042 members 
Mstep: Class 18 contains 4509 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46428 members 
Mstep: Class 22 contains 23740 members 
Mstep: Class 23 contains 41220 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 552 members 
Mstep: Class 27 contains 48959 members 
Mstep: Class 28 contains 4974 members 
Mstep: Class 29 contains 2367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110208.000000 Penalty: 97259.320312
Iteration 125Q: 30 clusters Score -1.371102e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 47163 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48660 members 
Mstep: Class 6 contains 30705 members 
Mstep: Class 7 contains 44641 members 
Mstep: Class 8 contains 50360 members 
Mstep: Class 9 contains 41310 members 
Mstep: Class 10 contains 47762 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43161 members 
Mstep: Class 14 contains 50846 members 
Mstep: Class 15 contains 42469 members 
Mstep: Class 16 contains 58943 members 
Mstep: Class 17 contains 51080 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46427 members 
Mstep: Class 22 contains 23742 members 
Mstep: Class 23 contains 41155 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 48953 members 
Mstep: Class 28 contains 4980 members 
Mstep: Class 29 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110304.000000 Penalty: 97259.320312
Iteration 126Q: 30 clusters Score -1.371103e+08 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 47185 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48664 members 
Mstep: Class 6 contains 30695 members 
Mstep: Class 7 contains 44668 members 
Mstep: Class 8 contains 50421 members 
Mstep: Class 9 contains 41307 members 
Mstep: Class 10 contains 47756 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43178 members 
Mstep: Class 14 contains 50778 members 
Mstep: Class 15 contains 42492 members 
Mstep: Class 16 contains 58953 members 
Mstep: Class 17 contains 51068 members 
Mstep: Class 18 contains 4454 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 46439 members 
Mstep: Class 22 contains 23745 members 
Mstep: Class 23 contains 41091 members 
Mstep: Class 24 contains 4110 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 48962 members 
Mstep: Class 28 contains 4986 members 
Mstep: Class 29 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110544.000000 Penalty: 97259.320312
Iteration 127Q: 30 clusters Score -1.371105e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 47171 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48713 members 
Mstep: Class 6 contains 30674 members 
Mstep: Class 7 contains 44653 members 
Mstep: Class 8 contains 50407 members 
Mstep: Class 9 contains 41335 members 
Mstep: Class 10 contains 47744 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43193 members 
Mstep: Class 14 contains 50710 members 
Mstep: Class 15 contains 42543 members 
Mstep: Class 16 contains 58997 members 
Mstep: Class 17 contains 51058 members 
Mstep: Class 18 contains 4419 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46481 members 
Mstep: Class 22 contains 23752 members 
Mstep: Class 23 contains 41003 members 
Mstep: Class 24 contains 4103 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 49002 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110720.000000 Penalty: 97259.320312
Iteration 128Q: 30 clusters Score -1.371107e+08 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 47149 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48735 members 
Mstep: Class 6 contains 30659 members 
Mstep: Class 7 contains 44600 members 
Mstep: Class 8 contains 50428 members 
Mstep: Class 9 contains 41357 members 
Mstep: Class 10 contains 47728 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43229 members 
Mstep: Class 14 contains 50661 members 
Mstep: Class 15 contains 42588 members 
Mstep: Class 16 contains 59019 members 
Mstep: Class 17 contains 51063 members 
Mstep: Class 18 contains 4387 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46518 members 
Mstep: Class 22 contains 23765 members 
Mstep: Class 23 contains 40922 members 
Mstep: Class 24 contains 4093 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 49049 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110592.000000 Penalty: 97259.320312
Iteration 129Q: 30 clusters Score -1.371106e+08 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 47122 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48720 members 
Mstep: Class 6 contains 30631 members 
Mstep: Class 7 contains 44619 members 
Mstep: Class 8 contains 50513 members 
Mstep: Class 9 contains 41368 members 
Mstep: Class 10 contains 47712 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43260 members 
Mstep: Class 14 contains 50604 members 
Mstep: Class 15 contains 42621 members 
Mstep: Class 16 contains 59048 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 23775 members 
Mstep: Class 23 contains 40850 members 
Mstep: Class 24 contains 4085 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 551 members 
Mstep: Class 27 contains 49056 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110448.000000 Penalty: 97259.320312
Iteration 130Q: 30 clusters Score -1.371104e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 47099 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48772 members 
Mstep: Class 6 contains 30619 members 
Mstep: Class 7 contains 44609 members 
Mstep: Class 8 contains 50556 members 
Mstep: Class 9 contains 41388 members 
Mstep: Class 10 contains 47703 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43299 members 
Mstep: Class 14 contains 50551 members 
Mstep: Class 15 contains 42653 members 
Mstep: Class 16 contains 59053 members 
Mstep: Class 17 contains 51040 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46571 members 
Mstep: Class 22 contains 23781 members 
Mstep: Class 23 contains 40756 members 
Mstep: Class 24 contains 4076 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 49081 members 
Mstep: Class 28 contains 4995 members 
Mstep: Class 29 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110400.000000 Penalty: 97259.320312
Iteration 131Q: 30 clusters Score -1.371104e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 47076 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48791 members 
Mstep: Class 6 contains 30608 members 
Mstep: Class 7 contains 44620 members 
Mstep: Class 8 contains 50629 members 
Mstep: Class 9 contains 41406 members 
Mstep: Class 10 contains 47700 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43353 members 
Mstep: Class 14 contains 50492 members 
Mstep: Class 15 contains 42683 members 
Mstep: Class 16 contains 59024 members 
Mstep: Class 17 contains 51039 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46605 members 
Mstep: Class 22 contains 23793 members 
Mstep: Class 23 contains 40665 members 
Mstep: Class 24 contains 4071 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 49057 members 
Mstep: Class 28 contains 5000 members 
Mstep: Class 29 contains 2379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110528.000000 Penalty: 97259.320312
Iteration 132Q: 30 clusters Score -1.371105e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 47052 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48784 members 
Mstep: Class 6 contains 30588 members 
Mstep: Class 7 contains 44635 members 
Mstep: Class 8 contains 50660 members 
Mstep: Class 9 contains 41416 members 
Mstep: Class 10 contains 47702 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43394 members 
Mstep: Class 14 contains 50443 members 
Mstep: Class 15 contains 42730 members 
Mstep: Class 16 contains 59027 members 
Mstep: Class 17 contains 51045 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46658 members 
Mstep: Class 22 contains 23801 members 
Mstep: Class 23 contains 40540 members 
Mstep: Class 24 contains 4068 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49071 members 
Mstep: Class 28 contains 5002 members 
Mstep: Class 29 contains 2384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110480.000000 Penalty: 97259.320312
Iteration 133Q: 30 clusters Score -1.371105e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 47027 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48789 members 
Mstep: Class 6 contains 30585 members 
Mstep: Class 7 contains 44640 members 
Mstep: Class 8 contains 50722 members 
Mstep: Class 9 contains 41430 members 
Mstep: Class 10 contains 47687 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43423 members 
Mstep: Class 14 contains 50399 members 
Mstep: Class 15 contains 42778 members 
Mstep: Class 16 contains 59002 members 
Mstep: Class 17 contains 51047 members 
Mstep: Class 18 contains 4299 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46696 members 
Mstep: Class 22 contains 23797 members 
Mstep: Class 23 contains 40448 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49085 members 
Mstep: Class 28 contains 5002 members 
Mstep: Class 29 contains 2389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110544.000000 Penalty: 97259.320312
Iteration 134Q: 30 clusters Score -1.371105e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 47000 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48836 members 
Mstep: Class 6 contains 30587 members 
Mstep: Class 7 contains 44712 members 
Mstep: Class 8 contains 50740 members 
Mstep: Class 9 contains 41435 members 
Mstep: Class 10 contains 47676 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43409 members 
Mstep: Class 14 contains 50353 members 
Mstep: Class 15 contains 42798 members 
Mstep: Class 16 contains 58976 members 
Mstep: Class 17 contains 51028 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46731 members 
Mstep: Class 22 contains 23799 members 
Mstep: Class 23 contains 40362 members 
Mstep: Class 24 contains 4064 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49117 members 
Mstep: Class 28 contains 5001 members 
Mstep: Class 29 contains 2393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110656.000000 Penalty: 97259.320312
Iteration 135Q: 30 clusters Score -1.371107e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 47010 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48905 members 
Mstep: Class 6 contains 30595 members 
Mstep: Class 7 contains 44764 members 
Mstep: Class 8 contains 50707 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 47674 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43411 members 
Mstep: Class 14 contains 50334 members 
Mstep: Class 15 contains 42839 members 
Mstep: Class 16 contains 58911 members 
Mstep: Class 17 contains 51050 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46747 members 
Mstep: Class 22 contains 23801 members 
Mstep: Class 23 contains 40253 members 
Mstep: Class 24 contains 4063 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49123 members 
Mstep: Class 28 contains 5004 members 
Mstep: Class 29 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110960.000000 Penalty: 97259.320312
Iteration 136Q: 30 clusters Score -1.37111e+08 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 47017 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 30592 members 
Mstep: Class 7 contains 44849 members 
Mstep: Class 8 contains 50618 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 47652 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43434 members 
Mstep: Class 14 contains 50300 members 
Mstep: Class 15 contains 42884 members 
Mstep: Class 16 contains 58867 members 
Mstep: Class 17 contains 51064 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46759 members 
Mstep: Class 22 contains 23810 members 
Mstep: Class 23 contains 40151 members 
Mstep: Class 24 contains 4061 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49136 members 
Mstep: Class 28 contains 5008 members 
Mstep: Class 29 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111040.000000 Penalty: 97259.320312
Iteration 137Q: 30 clusters Score -1.37111e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 47009 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49035 members 
Mstep: Class 6 contains 30583 members 
Mstep: Class 7 contains 44954 members 
Mstep: Class 8 contains 50564 members 
Mstep: Class 9 contains 41449 members 
Mstep: Class 10 contains 47653 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1520 members 
Mstep: Class 13 contains 43486 members 
Mstep: Class 14 contains 50271 members 
Mstep: Class 15 contains 42888 members 
Mstep: Class 16 contains 58805 members 
Mstep: Class 17 contains 51100 members 
Mstep: Class 18 contains 4245 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46795 members 
Mstep: Class 22 contains 23815 members 
Mstep: Class 23 contains 40053 members 
Mstep: Class 24 contains 4060 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49125 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111008.000000 Penalty: 97259.320312
Iteration 138Q: 30 clusters Score -1.37111e+08 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 47019 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49154 members 
Mstep: Class 6 contains 30565 members 
Mstep: Class 7 contains 45013 members 
Mstep: Class 8 contains 50474 members 
Mstep: Class 9 contains 41443 members 
Mstep: Class 10 contains 47656 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43495 members 
Mstep: Class 14 contains 50234 members 
Mstep: Class 15 contains 42908 members 
Mstep: Class 16 contains 58724 members 
Mstep: Class 17 contains 51170 members 
Mstep: Class 18 contains 4233 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46856 members 
Mstep: Class 22 contains 23815 members 
Mstep: Class 23 contains 39956 members 
Mstep: Class 24 contains 4057 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49121 members 
Mstep: Class 28 contains 5015 members 
Mstep: Class 29 contains 2402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137110944.000000 Penalty: 97259.320312
Iteration 139Q: 30 clusters Score -1.371109e+08 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 47019 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49258 members 
Mstep: Class 6 contains 30538 members 
Mstep: Class 7 contains 45052 members 
Mstep: Class 8 contains 50412 members 
Mstep: Class 9 contains 41448 members 
Mstep: Class 10 contains 47656 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43523 members 
Mstep: Class 14 contains 50196 members 
Mstep: Class 15 contains 42918 members 
Mstep: Class 16 contains 58645 members 
Mstep: Class 17 contains 51222 members 
Mstep: Class 18 contains 4223 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 46945 members 
Mstep: Class 22 contains 23819 members 
Mstep: Class 23 contains 39855 members 
Mstep: Class 24 contains 4054 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49107 members 
Mstep: Class 28 contains 5021 members 
Mstep: Class 29 contains 2403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111024.000000 Penalty: 97259.320312
Iteration 140F: 30 clusters Score -1.37111e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 46978 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49375 members 
Mstep: Class 6 contains 30506 members 
Mstep: Class 7 contains 45058 members 
Mstep: Class 8 contains 50369 members 
Mstep: Class 9 contains 41465 members 
Mstep: Class 10 contains 47665 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43527 members 
Mstep: Class 14 contains 50175 members 
Mstep: Class 15 contains 42926 members 
Mstep: Class 16 contains 58576 members 
Mstep: Class 17 contains 51282 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 47050 members 
Mstep: Class 22 contains 23819 members 
Mstep: Class 23 contains 39769 members 
Mstep: Class 24 contains 4050 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49081 members 
Mstep: Class 28 contains 5023 members 
Mstep: Class 29 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111200.000000 Penalty: 97259.320312
Iteration 141Q: 30 clusters Score -1.371112e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 46941 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49501 members 
Mstep: Class 6 contains 30492 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 50249 members 
Mstep: Class 9 contains 41475 members 
Mstep: Class 10 contains 47681 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43538 members 
Mstep: Class 14 contains 50157 members 
Mstep: Class 15 contains 42956 members 
Mstep: Class 16 contains 58547 members 
Mstep: Class 17 contains 51278 members 
Mstep: Class 18 contains 4208 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 47151 members 
Mstep: Class 22 contains 23811 members 
Mstep: Class 23 contains 39664 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49074 members 
Mstep: Class 28 contains 5024 members 
Mstep: Class 29 contains 2404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111360.000000 Penalty: 97259.320312
Iteration 142Q: 30 clusters Score -1.371114e+08 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 46915 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49660 members 
Mstep: Class 6 contains 30480 members 
Mstep: Class 7 contains 45133 members 
Mstep: Class 8 contains 50162 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 47679 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43549 members 
Mstep: Class 14 contains 50130 members 
Mstep: Class 15 contains 42995 members 
Mstep: Class 16 contains 58529 members 
Mstep: Class 17 contains 51245 members 
Mstep: Class 18 contains 4198 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 47280 members 
Mstep: Class 22 contains 23802 members 
Mstep: Class 23 contains 39512 members 
Mstep: Class 24 contains 4044 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49097 members 
Mstep: Class 28 contains 5026 members 
Mstep: Class 29 contains 2405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111296.000000 Penalty: 97259.320312
Iteration 143Q: 30 clusters Score -1.371113e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 46869 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49752 members 
Mstep: Class 6 contains 30464 members 
Mstep: Class 7 contains 45145 members 
Mstep: Class 8 contains 50164 members 
Mstep: Class 9 contains 41456 members 
Mstep: Class 10 contains 47671 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43550 members 
Mstep: Class 14 contains 50107 members 
Mstep: Class 15 contains 43031 members 
Mstep: Class 16 contains 58505 members 
Mstep: Class 17 contains 51249 members 
Mstep: Class 18 contains 4193 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 47437 members 
Mstep: Class 22 contains 23790 members 
Mstep: Class 23 contains 39381 members 
Mstep: Class 24 contains 4042 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49059 members 
Mstep: Class 28 contains 5029 members 
Mstep: Class 29 contains 2406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111152.000000 Penalty: 97259.320312
Iteration 144Q: 30 clusters Score -1.371112e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 46821 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49814 members 
Mstep: Class 6 contains 30449 members 
Mstep: Class 7 contains 45105 members 
Mstep: Class 8 contains 50154 members 
Mstep: Class 9 contains 41452 members 
Mstep: Class 10 contains 47653 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43563 members 
Mstep: Class 14 contains 50084 members 
Mstep: Class 15 contains 43088 members 
Mstep: Class 16 contains 58444 members 
Mstep: Class 17 contains 51264 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 47645 members 
Mstep: Class 22 contains 23777 members 
Mstep: Class 23 contains 39246 members 
Mstep: Class 24 contains 4044 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49065 members 
Mstep: Class 28 contains 5036 members 
Mstep: Class 29 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111184.000000 Penalty: 97259.320312
Iteration 145Q: 30 clusters Score -1.371112e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 46758 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49876 members 
Mstep: Class 6 contains 30420 members 
Mstep: Class 7 contains 45062 members 
Mstep: Class 8 contains 50169 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 47639 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 50041 members 
Mstep: Class 15 contains 43113 members 
Mstep: Class 16 contains 58418 members 
Mstep: Class 17 contains 51283 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 47867 members 
Mstep: Class 22 contains 23777 members 
Mstep: Class 23 contains 39119 members 
Mstep: Class 24 contains 4043 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49065 members 
Mstep: Class 28 contains 5042 members 
Mstep: Class 29 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111488.000000 Penalty: 97259.320312
Iteration 146Q: 30 clusters Score -1.371115e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 46723 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 30403 members 
Mstep: Class 7 contains 45047 members 
Mstep: Class 8 contains 50192 members 
Mstep: Class 9 contains 41411 members 
Mstep: Class 10 contains 47633 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43602 members 
Mstep: Class 14 contains 49980 members 
Mstep: Class 15 contains 43173 members 
Mstep: Class 16 contains 58399 members 
Mstep: Class 17 contains 51310 members 
Mstep: Class 18 contains 4137 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1052 members 
Mstep: Class 21 contains 48104 members 
Mstep: Class 22 contains 23766 members 
Mstep: Class 23 contains 38974 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49054 members 
Mstep: Class 28 contains 5044 members 
Mstep: Class 29 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111520.000000 Penalty: 97259.320312
Iteration 147Q: 30 clusters Score -1.371115e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 46701 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 30383 members 
Mstep: Class 7 contains 45041 members 
Mstep: Class 8 contains 50199 members 
Mstep: Class 9 contains 41406 members 
Mstep: Class 10 contains 47627 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43618 members 
Mstep: Class 14 contains 49934 members 
Mstep: Class 15 contains 43227 members 
Mstep: Class 16 contains 58395 members 
Mstep: Class 17 contains 51306 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48318 members 
Mstep: Class 22 contains 23772 members 
Mstep: Class 23 contains 38837 members 
Mstep: Class 24 contains 4029 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49046 members 
Mstep: Class 28 contains 5047 members 
Mstep: Class 29 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111392.000000 Penalty: 97259.320312
Iteration 148Q: 30 clusters Score -1.371114e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 46700 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49825 members 
Mstep: Class 6 contains 30358 members 
Mstep: Class 7 contains 44987 members 
Mstep: Class 8 contains 50211 members 
Mstep: Class 9 contains 41388 members 
Mstep: Class 10 contains 47619 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43622 members 
Mstep: Class 14 contains 49895 members 
Mstep: Class 15 contains 43267 members 
Mstep: Class 16 contains 58436 members 
Mstep: Class 17 contains 51307 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48488 members 
Mstep: Class 22 contains 23779 members 
Mstep: Class 23 contains 38720 members 
Mstep: Class 24 contains 4028 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49049 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111568.000000 Penalty: 97259.320312
Iteration 149Q: 30 clusters Score -1.371116e+08 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 46696 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49810 members 
Mstep: Class 6 contains 30345 members 
Mstep: Class 7 contains 44938 members 
Mstep: Class 8 contains 50237 members 
Mstep: Class 9 contains 41382 members 
Mstep: Class 10 contains 47602 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43630 members 
Mstep: Class 14 contains 49863 members 
Mstep: Class 15 contains 43307 members 
Mstep: Class 16 contains 58454 members 
Mstep: Class 17 contains 51291 members 
Mstep: Class 18 contains 4114 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48646 members 
Mstep: Class 22 contains 23794 members 
Mstep: Class 23 contains 38595 members 
Mstep: Class 24 contains 4023 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49067 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111488.000000 Penalty: 97259.320312
Iteration 150Q: 30 clusters Score -1.371115e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 46670 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49823 members 
Mstep: Class 6 contains 30325 members 
Mstep: Class 7 contains 44920 members 
Mstep: Class 8 contains 50251 members 
Mstep: Class 9 contains 41359 members 
Mstep: Class 10 contains 47595 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43634 members 
Mstep: Class 14 contains 49847 members 
Mstep: Class 15 contains 43336 members 
Mstep: Class 16 contains 58472 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48765 members 
Mstep: Class 22 contains 23790 members 
Mstep: Class 23 contains 38485 members 
Mstep: Class 24 contains 4021 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 550 members 
Mstep: Class 27 contains 49098 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 151Q: 30 clusters Score -1.371117e+08 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 46649 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49811 members 
Mstep: Class 6 contains 30309 members 
Mstep: Class 7 contains 44878 members 
Mstep: Class 8 contains 50325 members 
Mstep: Class 9 contains 41346 members 
Mstep: Class 10 contains 47599 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43627 members 
Mstep: Class 14 contains 49827 members 
Mstep: Class 15 contains 43348 members 
Mstep: Class 16 contains 58469 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48875 members 
Mstep: Class 22 contains 23798 members 
Mstep: Class 23 contains 38390 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49117 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111600.000000 Penalty: 97259.320312
Iteration 152Q: 30 clusters Score -1.371116e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 46622 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 30293 members 
Mstep: Class 7 contains 44851 members 
Mstep: Class 8 contains 50407 members 
Mstep: Class 9 contains 41341 members 
Mstep: Class 10 contains 47616 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43635 members 
Mstep: Class 14 contains 49800 members 
Mstep: Class 15 contains 43374 members 
Mstep: Class 16 contains 58464 members 
Mstep: Class 17 contains 51313 members 
Mstep: Class 18 contains 4094 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48955 members 
Mstep: Class 22 contains 23801 members 
Mstep: Class 23 contains 38312 members 
Mstep: Class 24 contains 4018 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 549 members 
Mstep: Class 27 contains 49102 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111824.000000 Penalty: 97259.320312
Iteration 153Q: 30 clusters Score -1.371118e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 46617 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49758 members 
Mstep: Class 6 contains 30288 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 50490 members 
Mstep: Class 9 contains 41335 members 
Mstep: Class 10 contains 47627 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43616 members 
Mstep: Class 14 contains 49767 members 
Mstep: Class 15 contains 43385 members 
Mstep: Class 16 contains 58494 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 4079 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49017 members 
Mstep: Class 22 contains 23812 members 
Mstep: Class 23 contains 38235 members 
Mstep: Class 24 contains 4015 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49113 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112000.000000 Penalty: 97259.320312
Iteration 154Q: 30 clusters Score -1.37112e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 46632 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49673 members 
Mstep: Class 6 contains 30281 members 
Mstep: Class 7 contains 44802 members 
Mstep: Class 8 contains 50552 members 
Mstep: Class 9 contains 41322 members 
Mstep: Class 10 contains 47628 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43609 members 
Mstep: Class 14 contains 49728 members 
Mstep: Class 15 contains 43409 members 
Mstep: Class 16 contains 58593 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 4072 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49059 members 
Mstep: Class 22 contains 23816 members 
Mstep: Class 23 contains 38160 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49094 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111664.000000 Penalty: 97259.320312
Iteration 155Q: 30 clusters Score -1.371117e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 46654 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49638 members 
Mstep: Class 6 contains 30267 members 
Mstep: Class 7 contains 44779 members 
Mstep: Class 8 contains 50598 members 
Mstep: Class 9 contains 41309 members 
Mstep: Class 10 contains 47628 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43596 members 
Mstep: Class 14 contains 49720 members 
Mstep: Class 15 contains 43439 members 
Mstep: Class 16 contains 58672 members 
Mstep: Class 17 contains 51290 members 
Mstep: Class 18 contains 4055 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49089 members 
Mstep: Class 22 contains 23816 members 
Mstep: Class 23 contains 38088 members 
Mstep: Class 24 contains 4013 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49098 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 156Q: 30 clusters Score -1.371117e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 46672 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49580 members 
Mstep: Class 6 contains 30253 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 50638 members 
Mstep: Class 9 contains 41314 members 
Mstep: Class 10 contains 47622 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43580 members 
Mstep: Class 14 contains 49706 members 
Mstep: Class 15 contains 43486 members 
Mstep: Class 16 contains 58747 members 
Mstep: Class 17 contains 51309 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49100 members 
Mstep: Class 22 contains 23820 members 
Mstep: Class 23 contains 38002 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49096 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111456.000000 Penalty: 97259.320312
Iteration 157Q: 30 clusters Score -1.371115e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 46716 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49558 members 
Mstep: Class 6 contains 30239 members 
Mstep: Class 7 contains 44737 members 
Mstep: Class 8 contains 50621 members 
Mstep: Class 9 contains 41320 members 
Mstep: Class 10 contains 47610 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43575 members 
Mstep: Class 14 contains 49696 members 
Mstep: Class 15 contains 43524 members 
Mstep: Class 16 contains 58793 members 
Mstep: Class 17 contains 51337 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49107 members 
Mstep: Class 22 contains 23821 members 
Mstep: Class 23 contains 37961 members 
Mstep: Class 24 contains 4014 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49075 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111632.000000 Penalty: 97259.320312
Iteration 158Q: 30 clusters Score -1.371116e+08 nChanged 1668
Entering ConstructFrom: 
Score: -137111632.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -1074084.125000 Penalty: 2147.226562
	Iteration 0F: 2 clusters Score -1074084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1069084.250000 Penalty: 4294.453125
	Iteration 0F: 3 clusters Score -1069084 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1070316.625000 Penalty: 4294.453125
	Iteration 1F: 3 clusters Score -1070317 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1070603.375000 Penalty: 4294.453125
	Iteration 2F: 3 clusters Score -1070603 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1070790.250000 Penalty: 4294.453125
	Iteration 3F: 3 clusters Score -1070790 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1070931.625000 Penalty: 4294.453125
	Iteration 4Q: 3 clusters Score -1070932 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1071047.500000 Penalty: 4294.453125
	Iteration 5Q: 3 clusters Score -1071048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1071162.750000 Penalty: 4294.453125
	Iteration 6Q: 3 clusters Score -1071163 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1071261.500000 Penalty: 4294.453125
	Iteration 7Q: 3 clusters Score -1071262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1071330.375000 Penalty: 4294.453125
	Iteration 8Q: 3 clusters Score -1071330 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1071389.750000 Penalty: 4294.453125
	Iteration 9Q: 3 clusters Score -1071390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1071443.500000 Penalty: 4294.453125
	Iteration 10Q: 3 clusters Score -1071444 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1071497.750000 Penalty: 4294.453125
	Iteration 11Q: 3 clusters Score -1071498 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1071568.375000 Penalty: 4294.453125
	Iteration 12Q: 3 clusters Score -1071568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1071623.000000 Penalty: 4294.453125
	Iteration 13Q: 3 clusters Score -1071623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1071672.000000 Penalty: 4294.453125
	Iteration 14Q: 3 clusters Score -1071672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1071719.625000 Penalty: 4294.453125
	Iteration 15Q: 3 clusters Score -1071720 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1071773.875000 Penalty: 4294.453125
	Iteration 16Q: 3 clusters Score -1071774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1071839.750000 Penalty: 4294.453125
	Iteration 17Q: 3 clusters Score -1071840 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1071910.875000 Penalty: 4294.453125
	Iteration 18Q: 3 clusters Score -1071911 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1071960.750000 Penalty: 4294.453125
	Iteration 19Q: 3 clusters Score -1071961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1072013.000000 Penalty: 4294.453125
	Iteration 20F: 3 clusters Score -1072013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1072062.500000 Penalty: 4294.453125
	Iteration 21Q: 3 clusters Score -1072062 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1072105.125000 Penalty: 4294.453125
	Iteration 22Q: 3 clusters Score -1072105 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1072136.125000 Penalty: 4294.453125
	Iteration 23Q: 3 clusters Score -1072136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1072158.000000 Penalty: 4294.453125
	Iteration 24Q: 3 clusters Score -1072158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1072172.500000 Penalty: 4294.453125
	Iteration 25Q: 3 clusters Score -1072172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1072179.125000 Penalty: 4294.453125
	Iteration 26Q: 3 clusters Score -1072179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1072187.375000 Penalty: 4294.453125
	Iteration 27Q: 3 clusters Score -1072187 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1072199.875000 Penalty: 4294.453125
	Iteration 28Q: 3 clusters Score -1072200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1072222.250000 Penalty: 4294.453125
	Iteration 29Q: 3 clusters Score -1072222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1072236.750000 Penalty: 4294.453125
	Iteration 30Q: 3 clusters Score -1072237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1072249.625000 Penalty: 4294.453125
	Iteration 31Q: 3 clusters Score -1072250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1072259.625000 Penalty: 4294.453125
	Iteration 32Q: 3 clusters Score -1072260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1072264.875000 Penalty: 4294.453125
	Iteration 33Q: 3 clusters Score -1072265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1072266.500000 Penalty: 4294.453125
	Iteration 34Q: 3 clusters Score -1072266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1072280.125000 Penalty: 4294.453125
	Iteration 35Q: 3 clusters Score -1072280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1072288.125000 Penalty: 4294.453125
	Iteration 36Q: 3 clusters Score -1072288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1072294.500000 Penalty: 4294.453125
	Iteration 37Q: 3 clusters Score -1072294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1072301.375000 Penalty: 4294.453125
	Iteration 38Q: 3 clusters Score -1072301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1072309.375000 Penalty: 4294.453125
	Iteration 39Q: 3 clusters Score -1072309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1072311.625000 Penalty: 4294.453125
	Iteration 40F: 3 clusters Score -1072312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1072314.375000 Penalty: 4294.453125
	Iteration 41Q: 3 clusters Score -1072314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1072319.750000 Penalty: 4294.453125
	Iteration 42Q: 3 clusters Score -1072320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1072327.000000 Penalty: 4294.453125
	Iteration 43Q: 3 clusters Score -1072327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1072327.125000 Penalty: 4294.453125
	Iteration 44Q: 3 clusters Score -1072327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1072333.125000 Penalty: 4294.453125
	Iteration 45Q: 3 clusters Score -1072333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1072341.375000 Penalty: 4294.453125
	Iteration 46Q: 3 clusters Score -1072341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1072345.125000 Penalty: 4294.453125
	Iteration 47Q: 3 clusters Score -1072345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1072347.500000 Penalty: 4294.453125
	Iteration 48Q: 3 clusters Score -1072348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1072349.750000 Penalty: 4294.453125
	Iteration 49Q: 3 clusters Score -1072350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1072352.000000 Penalty: 4294.453125
	Iteration 50Q: 3 clusters Score -1072352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1072356.375000 Penalty: 4294.453125
	Iteration 51Q: 3 clusters Score -1072356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1072356.875000 Penalty: 4294.453125
	Iteration 52Q: 3 clusters Score -1072357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1072357.500000 Penalty: 4294.453125
	Iteration 53Q: 3 clusters Score -1072358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1072360.250000 Penalty: 4294.453125
	Iteration 54Q: 3 clusters Score -1072360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1072360.250000 Penalty: 4294.453125
	Iteration 55F: 3 clusters Score -1072360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Entering Unmasked Estep 
Score: -8745062.000000 Penalty: 2666.674316
	Iteration 0F: 2 clusters Score -8745062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8714528.000000 Penalty: 5333.348633
	Iteration 0F: 3 clusters Score -8714528 nChanged 21611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8726540.000000 Penalty: 5333.348633
	Iteration 1F: 3 clusters Score -8726540 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -8727090.000000 Penalty: 5333.348633
	Iteration 2Q: 3 clusters Score -8727090 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -8727592.000000 Penalty: 5333.348633
	Iteration 3Q: 3 clusters Score -8727592 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -8728163.000000 Penalty: 5333.348633
	Iteration 4Q: 3 clusters Score -8728163 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -8728798.000000 Penalty: 5333.348633
	Iteration 5Q: 3 clusters Score -8728798 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -8729700.000000 Penalty: 5333.348633
	Iteration 6Q: 3 clusters Score -8729700 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -8731085.000000 Penalty: 5333.348633
	Iteration 7Q: 3 clusters Score -8731085 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -8733012.000000 Penalty: 5333.348633
	Iteration 8F: 3 clusters Score -8733012 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -8735115.000000 Penalty: 5333.348633
	Iteration 9F: 3 clusters Score -8735115 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -8736612.000000 Penalty: 5333.348633
	Iteration 10F: 3 clusters Score -8736612 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -8737398.000000 Penalty: 5333.348633
	Iteration 11Q: 3 clusters Score -8737398 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -8737714.000000 Penalty: 5333.348633
	Iteration 12Q: 3 clusters Score -8737714 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -8737958.000000 Penalty: 5333.348633
	Iteration 13Q: 3 clusters Score -8737958 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -8738172.000000 Penalty: 5333.348633
	Iteration 14Q: 3 clusters Score -8738172 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32078 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -8738386.000000 Penalty: 5333.348633
	Iteration 15Q: 3 clusters Score -8738386 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -8738540.000000 Penalty: 5333.348633
	Iteration 16Q: 3 clusters Score -8738540 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -8738690.000000 Penalty: 5333.348633
	Iteration 17Q: 3 clusters Score -8738690 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -8738846.000000 Penalty: 5333.348633
	Iteration 18Q: 3 clusters Score -8738846 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -8739037.000000 Penalty: 5333.348633
	Iteration 19Q: 3 clusters Score -8739037 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -8739213.000000 Penalty: 5333.348633
	Iteration 20F: 3 clusters Score -8739213 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -8739388.000000 Penalty: 5333.348633
	Iteration 21Q: 3 clusters Score -8739388 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -8739549.000000 Penalty: 5333.348633
	Iteration 22Q: 3 clusters Score -8739549 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -8739670.000000 Penalty: 5333.348633
	Iteration 23Q: 3 clusters Score -8739670 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8739793.000000 Penalty: 5333.348633
	Iteration 24Q: 3 clusters Score -8739793 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -8739943.000000 Penalty: 5333.348633
	Iteration 25Q: 3 clusters Score -8739943 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -8740041.000000 Penalty: 5333.348633
	Iteration 26Q: 3 clusters Score -8740041 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8740161.000000 Penalty: 5333.348633
	Iteration 27Q: 3 clusters Score -8740161 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8740278.000000 Penalty: 5333.348633
	Iteration 28Q: 3 clusters Score -8740278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8740436.000000 Penalty: 5333.348633
	Iteration 29Q: 3 clusters Score -8740436 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -8740528.000000 Penalty: 5333.348633
	Iteration 30Q: 3 clusters Score -8740528 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -8740641.000000 Penalty: 5333.348633
	Iteration 31Q: 3 clusters Score -8740641 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -8740762.000000 Penalty: 5333.348633
	Iteration 32Q: 3 clusters Score -8740762 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8740897.000000 Penalty: 5333.348633
	Iteration 33Q: 3 clusters Score -8740897 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8741016.000000 Penalty: 5333.348633
	Iteration 34Q: 3 clusters Score -8741016 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -8741110.000000 Penalty: 5333.348633
	Iteration 35Q: 3 clusters Score -8741110 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -8741242.000000 Penalty: 5333.348633
	Iteration 36Q: 3 clusters Score -8741242 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -8741310.000000 Penalty: 5333.348633
	Iteration 37Q: 3 clusters Score -8741310 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -8741399.000000 Penalty: 5333.348633
	Iteration 38Q: 3 clusters Score -8741399 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -8741500.000000 Penalty: 5333.348633
	Iteration 39Q: 3 clusters Score -8741500 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -8741619.000000 Penalty: 5333.348633
	Iteration 40F: 3 clusters Score -8741619 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8741728.000000 Penalty: 5333.348633
	Iteration 41Q: 3 clusters Score -8741728 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8741820.000000 Penalty: 5333.348633
	Iteration 42Q: 3 clusters Score -8741820 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8741873.000000 Penalty: 5333.348633
	Iteration 43Q: 3 clusters Score -8741873 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8741915.000000 Penalty: 5333.348633
	Iteration 44Q: 3 clusters Score -8741915 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -8741952.000000 Penalty: 5333.348633
	Iteration 45Q: 3 clusters Score -8741952 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8742016.000000 Penalty: 5333.348633
	Iteration 46Q: 3 clusters Score -8742016 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8742083.000000 Penalty: 5333.348633
	Iteration 47Q: 3 clusters Score -8742083 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8742136.000000 Penalty: 5333.348633
	Iteration 48Q: 3 clusters Score -8742136 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8742189.000000 Penalty: 5333.348633
	Iteration 49Q: 3 clusters Score -8742189 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -8742225.000000 Penalty: 5333.348633
	Iteration 50Q: 3 clusters Score -8742225 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -8742294.000000 Penalty: 5333.348633
	Iteration 51Q: 3 clusters Score -8742294 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8742359.000000 Penalty: 5333.348633
	Iteration 52Q: 3 clusters Score -8742359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -8742422.000000 Penalty: 5333.348633
	Iteration 53Q: 3 clusters Score -8742422 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8742475.000000 Penalty: 5333.348633
	Iteration 54Q: 3 clusters Score -8742475 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44378 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8742515.000000 Penalty: 5333.348633
	Iteration 55Q: 3 clusters Score -8742515 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8742535.000000 Penalty: 5333.348633
	Iteration 56Q: 3 clusters Score -8742535 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8742603.000000 Penalty: 5333.348633
	Iteration 57Q: 3 clusters Score -8742603 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8742629.000000 Penalty: 5333.348633
	Iteration 58Q: 3 clusters Score -8742629 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8742651.000000 Penalty: 5333.348633
	Iteration 59Q: 3 clusters Score -8742651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8742684.000000 Penalty: 5333.348633
	Iteration 60F: 3 clusters Score -8742684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8742719.000000 Penalty: 5333.348633
	Iteration 61Q: 3 clusters Score -8742719 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8742743.000000 Penalty: 5333.348633
	Iteration 62Q: 3 clusters Score -8742743 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8742735.000000 Penalty: 5333.348633
	Iteration 63Q: 3 clusters Score -8742735 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8742753.000000 Penalty: 5333.348633
	Iteration 64Q: 3 clusters Score -8742753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8742761.000000 Penalty: 5333.348633
	Iteration 65Q: 3 clusters Score -8742761 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8742783.000000 Penalty: 5333.348633
	Iteration 66Q: 3 clusters Score -8742783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8742781.000000 Penalty: 5333.348633
	Iteration 67Q: 3 clusters Score -8742781 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8742789.000000 Penalty: 5333.348633
	Iteration 68Q: 3 clusters Score -8742789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8742779.000000 Penalty: 5333.348633
	Iteration 69Q: 3 clusters Score -8742779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8742773.000000 Penalty: 5333.348633
	Iteration 70Q: 3 clusters Score -8742773 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8742789.000000 Penalty: 5333.348633
	Iteration 71Q: 3 clusters Score -8742789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8742793.000000 Penalty: 5333.348633
	Iteration 72Q: 3 clusters Score -8742793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8742804.000000 Penalty: 5333.348633
	Iteration 73Q: 3 clusters Score -8742804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45793 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8742829.000000 Penalty: 5333.348633
	Iteration 74Q: 3 clusters Score -8742829 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8742851.000000 Penalty: 5333.348633
	Iteration 75Q: 3 clusters Score -8742851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8742862.000000 Penalty: 5333.348633
	Iteration 76Q: 3 clusters Score -8742862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8742877.000000 Penalty: 5333.348633
	Iteration 77Q: 3 clusters Score -8742877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8742884.000000 Penalty: 5333.348633
	Iteration 78Q: 3 clusters Score -8742884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8742890.000000 Penalty: 5333.348633
	Iteration 79Q: 3 clusters Score -8742890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8742893.000000 Penalty: 5333.348633
	Iteration 80F: 3 clusters Score -8742893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8742903.000000 Penalty: 5333.348633
	Iteration 81Q: 3 clusters Score -8742903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8742910.000000 Penalty: 5333.348633
	Iteration 82Q: 3 clusters Score -8742910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8742904.000000 Penalty: 5333.348633
	Iteration 83Q: 3 clusters Score -8742904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8742909.000000 Penalty: 5333.348633
	Iteration 84Q: 3 clusters Score -8742909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45982 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8742904.000000 Penalty: 5333.348633
	Iteration 85Q: 3 clusters Score -8742904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5333.348633
	Iteration 86Q: 3 clusters Score -8742908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8742908.000000 Penalty: 5333.348633
	Iteration 87Q: 3 clusters Score -8742908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8742904.000000 Penalty: 5333.348633
	Iteration 88Q: 3 clusters Score -8742904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8742909.000000 Penalty: 5333.348633
	Iteration 89Q: 3 clusters Score -8742909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8742909.000000 Penalty: 5333.348633
	Iteration 90Q: 3 clusters Score -8742909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45997 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8742910.000000 Penalty: 5333.348633
	Iteration 91Q: 3 clusters Score -8742910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8742909.000000 Penalty: 5333.348633
	Iteration 92Q: 3 clusters Score -8742909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8742905.000000 Penalty: 5333.348633
	Iteration 93Q: 3 clusters Score -8742905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8742901.000000 Penalty: 5333.348633
	Iteration 94Q: 3 clusters Score -8742901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8742901.000000 Penalty: 5333.348633
	Iteration 95F: 3 clusters Score -8742901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -76219.015625 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -76219.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -74767.914062 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -74767.91 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75190.671875 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -75190.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -75449.578125 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -75449.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75564.117188 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -75564.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -75620.835938 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -75620.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75637.765625 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -75637.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -75656.796875 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -75656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -75672.484375 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -75672.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75674.921875 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -75674.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -75691.226562 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -75691.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75712.046875 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -75712.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75738.148438 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -75738.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75759.484375 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -75759.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -75765.929688 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -75765.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75772.656250 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -75772.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -75772.656250 Penalty: 3136.882080
	Iteration 15F: 3 clusters Score -75772.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -97875.679688 Penalty: 1619.657593
	Iteration 0F: 2 clusters Score -97875.68 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 327 members 
Entering Unmasked Estep 
Score: -96263.937500 Penalty: 3239.315186
	Iteration 0F: 3 clusters Score -96263.94 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -96626.570312 Penalty: 3239.315186
	Iteration 1F: 3 clusters Score -96626.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96820.609375 Penalty: 3239.315186
	Iteration 2F: 3 clusters Score -96820.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -96976.640625 Penalty: 3239.315186
	Iteration 3F: 3 clusters Score -96976.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -97043.328125 Penalty: 3239.315186
	Iteration 4Q: 3 clusters Score -97043.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97107.820312 Penalty: 3239.315186
	Iteration 5Q: 3 clusters Score -97107.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97137.289062 Penalty: 3239.315186
	Iteration 6Q: 3 clusters Score -97137.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97164.484375 Penalty: 3239.315186
	Iteration 7Q: 3 clusters Score -97164.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97230.648438 Penalty: 3239.315186
	Iteration 8Q: 3 clusters Score -97230.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97279.929688 Penalty: 3239.315186
	Iteration 9Q: 3 clusters Score -97279.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97309.195312 Penalty: 3239.315186
	Iteration 10Q: 3 clusters Score -97309.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97338.742188 Penalty: 3239.315186
	Iteration 11Q: 3 clusters Score -97338.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97349.273438 Penalty: 3239.315186
	Iteration 12Q: 3 clusters Score -97349.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -97363.601562 Penalty: 3239.315186
	Iteration 13Q: 3 clusters Score -97363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97389.648438 Penalty: 3239.315186
	Iteration 14Q: 3 clusters Score -97389.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97434.093750 Penalty: 3239.315186
	Iteration 15Q: 3 clusters Score -97434.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -97448.882812 Penalty: 3239.315186
	Iteration 16Q: 3 clusters Score -97448.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97459.445312 Penalty: 3239.315186
	Iteration 17Q: 3 clusters Score -97459.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -97465.390625 Penalty: 3239.315186
	Iteration 18Q: 3 clusters Score -97465.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -97483.109375 Penalty: 3239.315186
	Iteration 19Q: 3 clusters Score -97483.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -97514.296875 Penalty: 3239.315186
	Iteration 20F: 3 clusters Score -97514.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97557.210938 Penalty: 3239.315186
	Iteration 21Q: 3 clusters Score -97557.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97579.718750 Penalty: 3239.315186
	Iteration 22Q: 3 clusters Score -97579.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -97585.312500 Penalty: 3239.315186
	Iteration 23Q: 3 clusters Score -97585.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97592.007812 Penalty: 3239.315186
	Iteration 24Q: 3 clusters Score -97592.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97599.460938 Penalty: 3239.315186
	Iteration 25Q: 3 clusters Score -97599.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97607.015625 Penalty: 3239.315186
	Iteration 26Q: 3 clusters Score -97607.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97618.023438 Penalty: 3239.315186
	Iteration 27Q: 3 clusters Score -97618.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97628.507812 Penalty: 3239.315186
	Iteration 28Q: 3 clusters Score -97628.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97630.812500 Penalty: 3239.315186
	Iteration 29Q: 3 clusters Score -97630.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -97632.750000 Penalty: 3239.315186
	Iteration 30Q: 3 clusters Score -97632.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97633.804688 Penalty: 3239.315186
	Iteration 31Q: 3 clusters Score -97633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97638.414062 Penalty: 3239.315186
	Iteration 32Q: 3 clusters Score -97638.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97641.289062 Penalty: 3239.315186
	Iteration 33Q: 3 clusters Score -97641.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97644.578125 Penalty: 3239.315186
	Iteration 34Q: 3 clusters Score -97644.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97645.875000 Penalty: 3239.315186
	Iteration 35Q: 3 clusters Score -97645.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97645.875000 Penalty: 3239.315186
	Iteration 36F: 3 clusters Score -97645.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Entering Unmasked Estep 
Score: -9416900.000000 Penalty: 2680.957764
	Iteration 0F: 2 clusters Score -9416900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -9388371.000000 Penalty: 5361.915527
	Iteration 0F: 3 clusters Score -9388371 nChanged 22742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -9400789.000000 Penalty: 5361.915527
	Iteration 1F: 3 clusters Score -9400789 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -9401294.000000 Penalty: 5361.915527
	Iteration 2Q: 3 clusters Score -9401294 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -9401858.000000 Penalty: 5361.915527
	Iteration 3Q: 3 clusters Score -9401858 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -9402491.000000 Penalty: 5361.915527
	Iteration 4Q: 3 clusters Score -9402491 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -9403259.000000 Penalty: 5361.915527
	Iteration 5Q: 3 clusters Score -9403259 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -9404254.000000 Penalty: 5361.915527
	Iteration 6Q: 3 clusters Score -9404254 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -9405832.000000 Penalty: 5361.915527
	Iteration 7F: 3 clusters Score -9405832 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -9408000.000000 Penalty: 5361.915527
	Iteration 8F: 3 clusters Score -9408000 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -9410295.000000 Penalty: 5361.915527
	Iteration 9F: 3 clusters Score -9410295 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -9412316.000000 Penalty: 5361.915527
	Iteration 10F: 3 clusters Score -9412316 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -9413764.000000 Penalty: 5361.915527
	Iteration 11F: 3 clusters Score -9413764 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9414367.000000 Penalty: 5361.915527
	Iteration 12Q: 3 clusters Score -9414367 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9414511.000000 Penalty: 5361.915527
	Iteration 13Q: 3 clusters Score -9414511 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9414635.000000 Penalty: 5361.915527
	Iteration 14Q: 3 clusters Score -9414635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9414659.000000 Penalty: 5361.915527
	Iteration 15Q: 3 clusters Score -9414659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9414717.000000 Penalty: 5361.915527
	Iteration 16Q: 3 clusters Score -9414717 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9414763.000000 Penalty: 5361.915527
	Iteration 17Q: 3 clusters Score -9414763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9414776.000000 Penalty: 5361.915527
	Iteration 18Q: 3 clusters Score -9414776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9414781.000000 Penalty: 5361.915527
	Iteration 19Q: 3 clusters Score -9414781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9414793.000000 Penalty: 5361.915527
	Iteration 20F: 3 clusters Score -9414793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9414804.000000 Penalty: 5361.915527
	Iteration 21Q: 3 clusters Score -9414804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9414797.000000 Penalty: 5361.915527
	Iteration 22Q: 3 clusters Score -9414797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9414803.000000 Penalty: 5361.915527
	Iteration 23Q: 3 clusters Score -9414803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9414803.000000 Penalty: 5361.915527
	Iteration 24Q: 3 clusters Score -9414803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9414812.000000 Penalty: 5361.915527
	Iteration 25Q: 3 clusters Score -9414812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9414806.000000 Penalty: 5361.915527
	Iteration 26Q: 3 clusters Score -9414806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9414809.000000 Penalty: 5361.915527
	Iteration 27Q: 3 clusters Score -9414809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9414805.000000 Penalty: 5361.915527
	Iteration 28Q: 3 clusters Score -9414805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9414814.000000 Penalty: 5361.915527
	Iteration 29Q: 3 clusters Score -9414814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9414814.000000 Penalty: 5361.915527
	Iteration 30Q: 3 clusters Score -9414814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9414814.000000 Penalty: 5361.915527
	Iteration 31F: 3 clusters Score -9414814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Entering Unmasked Estep 
Score: -5659082.500000 Penalty: 2558.415771
	Iteration 0F: 2 clusters Score -5659082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -5638516.500000 Penalty: 5116.831543
	Iteration 0F: 3 clusters Score -5638516 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5646041.000000 Penalty: 5116.831543
	Iteration 1F: 3 clusters Score -5646041 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5646714.500000 Penalty: 5116.831543
	Iteration 2F: 3 clusters Score -5646714 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -5647582.000000 Penalty: 5116.831543
	Iteration 3F: 3 clusters Score -5647582 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -5648729.000000 Penalty: 5116.831543
	Iteration 4F: 3 clusters Score -5648729 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5650158.500000 Penalty: 5116.831543
	Iteration 5F: 3 clusters Score -5650158 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -5651779.000000 Penalty: 5116.831543
	Iteration 6F: 3 clusters Score -5651779 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -5653396.500000 Penalty: 5116.831543
	Iteration 7F: 3 clusters Score -5653396 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5654821.500000 Penalty: 5116.831543
	Iteration 8Q: 3 clusters Score -5654822 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5655770.000000 Penalty: 5116.831543
	Iteration 9Q: 3 clusters Score -5655770 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -5656145.000000 Penalty: 5116.831543
	Iteration 10Q: 3 clusters Score -5656145 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5656319.500000 Penalty: 5116.831543
	Iteration 11Q: 3 clusters Score -5656320 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28036 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5656419.000000 Penalty: 5116.831543
	Iteration 12Q: 3 clusters Score -5656419 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -5656477.500000 Penalty: 5116.831543
	Iteration 13Q: 3 clusters Score -5656478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5656525.500000 Penalty: 5116.831543
	Iteration 14Q: 3 clusters Score -5656526 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5656566.500000 Penalty: 5116.831543
	Iteration 15Q: 3 clusters Score -5656566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5656585.500000 Penalty: 5116.831543
	Iteration 16Q: 3 clusters Score -5656586 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5656624.500000 Penalty: 5116.831543
	Iteration 17Q: 3 clusters Score -5656624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5656649.000000 Penalty: 5116.831543
	Iteration 18Q: 3 clusters Score -5656649 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5656652.000000 Penalty: 5116.831543
	Iteration 19Q: 3 clusters Score -5656652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5656690.000000 Penalty: 5116.831543
	Iteration 20F: 3 clusters Score -5656690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5656723.000000 Penalty: 5116.831543
	Iteration 21Q: 3 clusters Score -5656723 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5656728.000000 Penalty: 5116.831543
	Iteration 22Q: 3 clusters Score -5656728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5656744.500000 Penalty: 5116.831543
	Iteration 23Q: 3 clusters Score -5656744 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5656749.000000 Penalty: 5116.831543
	Iteration 24Q: 3 clusters Score -5656749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5656764.500000 Penalty: 5116.831543
	Iteration 25Q: 3 clusters Score -5656764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5656770.000000 Penalty: 5116.831543
	Iteration 26Q: 3 clusters Score -5656770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5656780.000000 Penalty: 5116.831543
	Iteration 27Q: 3 clusters Score -5656780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5656792.500000 Penalty: 5116.831543
	Iteration 28Q: 3 clusters Score -5656792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5656794.000000 Penalty: 5116.831543
	Iteration 29Q: 3 clusters Score -5656794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5656798.500000 Penalty: 5116.831543
	Iteration 30Q: 3 clusters Score -5656798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5656803.500000 Penalty: 5116.831543
	Iteration 31Q: 3 clusters Score -5656804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5656810.000000 Penalty: 5116.831543
	Iteration 32Q: 3 clusters Score -5656810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5656814.500000 Penalty: 5116.831543
	Iteration 33Q: 3 clusters Score -5656814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29097 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5656817.500000 Penalty: 5116.831543
	Iteration 34Q: 3 clusters Score -5656818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5656822.000000 Penalty: 5116.831543
	Iteration 35Q: 3 clusters Score -5656822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5656820.500000 Penalty: 5116.831543
	Iteration 36Q: 3 clusters Score -5656820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5656824.000000 Penalty: 5116.831543
	Iteration 37Q: 3 clusters Score -5656824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5656823.000000 Penalty: 5116.831543
	Iteration 38Q: 3 clusters Score -5656823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5656824.000000 Penalty: 5116.831543
	Iteration 39Q: 3 clusters Score -5656824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5656822.500000 Penalty: 5116.831543
	Iteration 40F: 3 clusters Score -5656822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29123 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5656829.500000 Penalty: 5116.831543
	Iteration 41Q: 3 clusters Score -5656830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5656825.500000 Penalty: 5116.831543
	Iteration 42Q: 3 clusters Score -5656826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5656823.000000 Penalty: 5116.831543
	Iteration 43Q: 3 clusters Score -5656823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5656824.500000 Penalty: 5116.831543
	Iteration 44Q: 3 clusters Score -5656824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5656829.500000 Penalty: 5116.831543
	Iteration 45Q: 3 clusters Score -5656830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5656832.000000 Penalty: 5116.831543
	Iteration 46Q: 3 clusters Score -5656832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5656836.000000 Penalty: 5116.831543
	Iteration 47Q: 3 clusters Score -5656836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5656837.000000 Penalty: 5116.831543
	Iteration 48Q: 3 clusters Score -5656837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5656837.000000 Penalty: 5116.831543
	Iteration 49F: 3 clusters Score -5656837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Entering Unmasked Estep 
Score: -8374066.500000 Penalty: 2655.599854
	Iteration 0F: 2 clusters Score -8374066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -8344955.000000 Penalty: 5311.199707
	Iteration 0F: 3 clusters Score -8344955 nChanged 20654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8356380.000000 Penalty: 5311.199707
	Iteration 1F: 3 clusters Score -8356380 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -8357077.000000 Penalty: 5311.199707
	Iteration 2Q: 3 clusters Score -8357077 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8357631.500000 Penalty: 5311.199707
	Iteration 3Q: 3 clusters Score -8357632 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -8358231.500000 Penalty: 5311.199707
	Iteration 4Q: 3 clusters Score -8358232 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -8358927.000000 Penalty: 5311.199707
	Iteration 5Q: 3 clusters Score -8358927 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -8359852.000000 Penalty: 5311.199707
	Iteration 6Q: 3 clusters Score -8359852 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -8361157.000000 Penalty: 5311.199707
	Iteration 7F: 3 clusters Score -8361157 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -8362998.500000 Penalty: 5311.199707
	Iteration 8F: 3 clusters Score -8362998 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -8365310.000000 Penalty: 5311.199707
	Iteration 9F: 3 clusters Score -8365310 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -8367567.000000 Penalty: 5311.199707
	Iteration 10F: 3 clusters Score -8367567 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8369074.000000 Penalty: 5311.199707
	Iteration 11Q: 3 clusters Score -8369074 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8369897.500000 Penalty: 5311.199707
	Iteration 12Q: 3 clusters Score -8369898 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -8370378.500000 Penalty: 5311.199707
	Iteration 13Q: 3 clusters Score -8370378 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -8370685.000000 Penalty: 5311.199707
	Iteration 14Q: 3 clusters Score -8370685 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -8370972.000000 Penalty: 5311.199707
	Iteration 15Q: 3 clusters Score -8370972 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8371237.000000 Penalty: 5311.199707
	Iteration 16Q: 3 clusters Score -8371237 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -8371429.500000 Penalty: 5311.199707
	Iteration 17Q: 3 clusters Score -8371430 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8371623.500000 Penalty: 5311.199707
	Iteration 18Q: 3 clusters Score -8371624 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8371772.500000 Penalty: 5311.199707
	Iteration 19Q: 3 clusters Score -8371772 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8371867.500000 Penalty: 5311.199707
	Iteration 20F: 3 clusters Score -8371868 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8371929.000000 Penalty: 5311.199707
	Iteration 21Q: 3 clusters Score -8371929 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -8371980.500000 Penalty: 5311.199707
	Iteration 22Q: 3 clusters Score -8371980 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8371996.500000 Penalty: 5311.199707
	Iteration 23Q: 3 clusters Score -8371996 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8372005.500000 Penalty: 5311.199707
	Iteration 24Q: 3 clusters Score -8372006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8372062.500000 Penalty: 5311.199707
	Iteration 25Q: 3 clusters Score -8372062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -8372105.500000 Penalty: 5311.199707
	Iteration 26Q: 3 clusters Score -8372106 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8372097.000000 Penalty: 5311.199707
	Iteration 27Q: 3 clusters Score -8372097 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8372139.500000 Penalty: 5311.199707
	Iteration 28Q: 3 clusters Score -8372140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8372156.000000 Penalty: 5311.199707
	Iteration 29Q: 3 clusters Score -8372156 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8372189.500000 Penalty: 5311.199707
	Iteration 30Q: 3 clusters Score -8372190 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8372204.000000 Penalty: 5311.199707
	Iteration 31Q: 3 clusters Score -8372204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8372181.500000 Penalty: 5311.199707
	Iteration 32Q: 3 clusters Score -8372182 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8372206.500000 Penalty: 5311.199707
	Iteration 33Q: 3 clusters Score -8372206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8372213.500000 Penalty: 5311.199707
	Iteration 34Q: 3 clusters Score -8372214 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8372225.000000 Penalty: 5311.199707
	Iteration 35Q: 3 clusters Score -8372225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8372225.000000 Penalty: 5311.199707
	Iteration 36Q: 3 clusters Score -8372225 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8372237.500000 Penalty: 5311.199707
	Iteration 37Q: 3 clusters Score -8372238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8372253.500000 Penalty: 5311.199707
	Iteration 38Q: 3 clusters Score -8372254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8372268.500000 Penalty: 5311.199707
	Iteration 39Q: 3 clusters Score -8372268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8372270.000000 Penalty: 5311.199707
	Iteration 40F: 3 clusters Score -8372270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8372269.000000 Penalty: 5311.199707
	Iteration 41Q: 3 clusters Score -8372269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8372270.500000 Penalty: 5311.199707
	Iteration 42Q: 3 clusters Score -8372270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8372261.500000 Penalty: 5311.199707
	Iteration 43Q: 3 clusters Score -8372262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8372258.000000 Penalty: 5311.199707
	Iteration 44Q: 3 clusters Score -8372258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8372258.000000 Penalty: 5311.199707
	Iteration 45Q: 3 clusters Score -8372258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8372259.500000 Penalty: 5311.199707
	Iteration 46Q: 3 clusters Score -8372260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8372267.500000 Penalty: 5311.199707
	Iteration 47Q: 3 clusters Score -8372268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8372265.500000 Penalty: 5311.199707
	Iteration 48Q: 3 clusters Score -8372266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8372268.000000 Penalty: 5311.199707
	Iteration 49Q: 3 clusters Score -8372268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8372268.000000 Penalty: 5311.199707
	Iteration 50F: 3 clusters Score -8372268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Entering Unmasked Estep 
Score: -9553039.000000 Penalty: 2686.493408
	Iteration 0F: 2 clusters Score -9553039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -9522327.000000 Penalty: 5372.986816
	Iteration 0F: 3 clusters Score -9522327 nChanged 23251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -9535392.000000 Penalty: 5372.986816
	Iteration 1F: 3 clusters Score -9535392 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -9535985.000000 Penalty: 5372.986816
	Iteration 2Q: 3 clusters Score -9535985 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -9536524.000000 Penalty: 5372.986816
	Iteration 3Q: 3 clusters Score -9536524 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -9537133.000000 Penalty: 5372.986816
	Iteration 4Q: 3 clusters Score -9537133 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -9537793.000000 Penalty: 5372.986816
	Iteration 5Q: 3 clusters Score -9537793 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -9538765.000000 Penalty: 5372.986816
	Iteration 6Q: 3 clusters Score -9538765 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -9540040.000000 Penalty: 5372.986816
	Iteration 7Q: 3 clusters Score -9540040 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -9541734.000000 Penalty: 5372.986816
	Iteration 8F: 3 clusters Score -9541734 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9543665.000000 Penalty: 5372.986816
	Iteration 9F: 3 clusters Score -9543665 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -9545028.000000 Penalty: 5372.986816
	Iteration 10F: 3 clusters Score -9545028 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -9545658.000000 Penalty: 5372.986816
	Iteration 11Q: 3 clusters Score -9545658 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -9545976.000000 Penalty: 5372.986816
	Iteration 12Q: 3 clusters Score -9545976 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -9546203.000000 Penalty: 5372.986816
	Iteration 13Q: 3 clusters Score -9546203 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -9546465.000000 Penalty: 5372.986816
	Iteration 14Q: 3 clusters Score -9546465 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -9546762.000000 Penalty: 5372.986816
	Iteration 15Q: 3 clusters Score -9546762 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -9547149.000000 Penalty: 5372.986816
	Iteration 16Q: 3 clusters Score -9547149 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -9547585.000000 Penalty: 5372.986816
	Iteration 17Q: 3 clusters Score -9547585 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -9547941.000000 Penalty: 5372.986816
	Iteration 18Q: 3 clusters Score -9547941 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -9548347.000000 Penalty: 5372.986816
	Iteration 19Q: 3 clusters Score -9548347 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -9548745.000000 Penalty: 5372.986816
	Iteration 20F: 3 clusters Score -9548745 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -9549076.000000 Penalty: 5372.986816
	Iteration 21Q: 3 clusters Score -9549076 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -9549447.000000 Penalty: 5372.986816
	Iteration 22Q: 3 clusters Score -9549447 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -9549761.000000 Penalty: 5372.986816
	Iteration 23Q: 3 clusters Score -9549761 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -9549988.000000 Penalty: 5372.986816
	Iteration 24Q: 3 clusters Score -9549988 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -9550139.000000 Penalty: 5372.986816
	Iteration 25Q: 3 clusters Score -9550139 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -9550285.000000 Penalty: 5372.986816
	Iteration 26Q: 3 clusters Score -9550285 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -9550390.000000 Penalty: 5372.986816
	Iteration 27Q: 3 clusters Score -9550390 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -9550472.000000 Penalty: 5372.986816
	Iteration 28Q: 3 clusters Score -9550472 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -9550517.000000 Penalty: 5372.986816
	Iteration 29Q: 3 clusters Score -9550517 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -9550560.000000 Penalty: 5372.986816
	Iteration 30Q: 3 clusters Score -9550560 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -9550592.000000 Penalty: 5372.986816
	Iteration 31Q: 3 clusters Score -9550592 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -9550654.000000 Penalty: 5372.986816
	Iteration 32Q: 3 clusters Score -9550654 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -9550657.000000 Penalty: 5372.986816
	Iteration 33Q: 3 clusters Score -9550657 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -9550656.000000 Penalty: 5372.986816
	Iteration 34Q: 3 clusters Score -9550656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -9550669.000000 Penalty: 5372.986816
	Iteration 35Q: 3 clusters Score -9550669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -9550663.000000 Penalty: 5372.986816
	Iteration 36Q: 3 clusters Score -9550663 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -9550689.000000 Penalty: 5372.986816
	Iteration 37Q: 3 clusters Score -9550689 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -9550689.000000 Penalty: 5372.986816
	Iteration 38Q: 3 clusters Score -9550689 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -9550713.000000 Penalty: 5372.986816
	Iteration 39Q: 3 clusters Score -9550713 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -9550728.000000 Penalty: 5372.986816
	Iteration 40F: 3 clusters Score -9550728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -9550714.000000 Penalty: 5372.986816
	Iteration 41Q: 3 clusters Score -9550714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -9550716.000000 Penalty: 5372.986816
	Iteration 42Q: 3 clusters Score -9550716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -9550722.000000 Penalty: 5372.986816
	Iteration 43Q: 3 clusters Score -9550722 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -9550719.000000 Penalty: 5372.986816
	Iteration 44Q: 3 clusters Score -9550719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -9550734.000000 Penalty: 5372.986816
	Iteration 45Q: 3 clusters Score -9550734 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -9550714.000000 Penalty: 5372.986816
	Iteration 46Q: 3 clusters Score -9550714 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -9550717.000000 Penalty: 5372.986816
	Iteration 47Q: 3 clusters Score -9550717 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -9550733.000000 Penalty: 5372.986816
	Iteration 48Q: 3 clusters Score -9550733 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -9550728.000000 Penalty: 5372.986816
	Iteration 49Q: 3 clusters Score -9550728 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -9550731.000000 Penalty: 5372.986816
	Iteration 50Q: 3 clusters Score -9550731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -9550733.000000 Penalty: 5372.986816
	Iteration 51Q: 3 clusters Score -9550733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -9550743.000000 Penalty: 5372.986816
	Iteration 52Q: 3 clusters Score -9550743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 5372.986816
	Iteration 53Q: 3 clusters Score -9550750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -9550738.000000 Penalty: 5372.986816
	Iteration 54Q: 3 clusters Score -9550738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -9550748.000000 Penalty: 5372.986816
	Iteration 55Q: 3 clusters Score -9550748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -9550759.000000 Penalty: 5372.986816
	Iteration 56Q: 3 clusters Score -9550759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -9550764.000000 Penalty: 5372.986816
	Iteration 57Q: 3 clusters Score -9550764 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9550764.000000 Penalty: 5372.986816
	Iteration 58Q: 3 clusters Score -9550764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -9550754.000000 Penalty: 5372.986816
	Iteration 59Q: 3 clusters Score -9550754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -9550754.000000 Penalty: 5372.986816
	Iteration 60F: 3 clusters Score -9550754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -9550746.000000 Penalty: 5372.986816
	Iteration 61Q: 3 clusters Score -9550746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -9550746.000000 Penalty: 5372.986816
	Iteration 62Q: 3 clusters Score -9550746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -9550756.000000 Penalty: 5372.986816
	Iteration 63Q: 3 clusters Score -9550756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -9550747.000000 Penalty: 5372.986816
	Iteration 64Q: 3 clusters Score -9550747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 5372.986816
	Iteration 65Q: 3 clusters Score -9550750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -9550755.000000 Penalty: 5372.986816
	Iteration 66Q: 3 clusters Score -9550755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -9550737.000000 Penalty: 5372.986816
	Iteration 67Q: 3 clusters Score -9550737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -9550747.000000 Penalty: 5372.986816
	Iteration 68Q: 3 clusters Score -9550747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -9550750.000000 Penalty: 5372.986816
	Iteration 69Q: 3 clusters Score -9550750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -9550761.000000 Penalty: 5372.986816
	Iteration 70Q: 3 clusters Score -9550761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -9550765.000000 Penalty: 5372.986816
	Iteration 71Q: 3 clusters Score -9550765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -9550770.000000 Penalty: 5372.986816
	Iteration 72Q: 3 clusters Score -9550770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -9550771.000000 Penalty: 5372.986816
	Iteration 73Q: 3 clusters Score -9550771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -9550760.000000 Penalty: 5372.986816
	Iteration 74Q: 3 clusters Score -9550760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -9550764.000000 Penalty: 5372.986816
	Iteration 75Q: 3 clusters Score -9550764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -9550770.000000 Penalty: 5372.986816
	Iteration 76Q: 3 clusters Score -9550770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -9550768.000000 Penalty: 5372.986816
	Iteration 77Q: 3 clusters Score -9550768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -9550763.000000 Penalty: 5372.986816
	Iteration 78Q: 3 clusters Score -9550763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -9550768.000000 Penalty: 5372.986816
	Iteration 79Q: 3 clusters Score -9550768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -9550769.000000 Penalty: 5372.986816
	Iteration 80F: 3 clusters Score -9550769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -9550776.000000 Penalty: 5372.986816
	Iteration 81Q: 3 clusters Score -9550776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -9550778.000000 Penalty: 5372.986816
	Iteration 82Q: 3 clusters Score -9550778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -9550786.000000 Penalty: 5372.986816
	Iteration 83Q: 3 clusters Score -9550786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -9550782.000000 Penalty: 5372.986816
	Iteration 84Q: 3 clusters Score -9550782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -9550777.000000 Penalty: 5372.986816
	Iteration 85Q: 3 clusters Score -9550777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -9550775.000000 Penalty: 5372.986816
	Iteration 86Q: 3 clusters Score -9550775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -9550775.000000 Penalty: 5372.986816
	Iteration 87F: 3 clusters Score -9550775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Entering Unmasked Estep 
Score: -7683013.500000 Penalty: 2636.041260
	Iteration 0F: 2 clusters Score -7683014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -7655281.000000 Penalty: 5272.082520
	Iteration 0F: 3 clusters Score -7655281 nChanged 19044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -7666346.500000 Penalty: 5272.082520
	Iteration 1F: 3 clusters Score -7666346 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -7667615.000000 Penalty: 5272.082520
	Iteration 2F: 3 clusters Score -7667615 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -7669608.500000 Penalty: 5272.082520
	Iteration 3F: 3 clusters Score -7669608 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7672413.000000 Penalty: 5272.082520
	Iteration 4F: 3 clusters Score -7672413 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -7675438.000000 Penalty: 5272.082520
	Iteration 5F: 3 clusters Score -7675438 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7677995.500000 Penalty: 5272.082520
	Iteration 6F: 3 clusters Score -7677996 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -7679810.500000 Penalty: 5272.082520
	Iteration 7Q: 3 clusters Score -7679810 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7680639.500000 Penalty: 5272.082520
	Iteration 8Q: 3 clusters Score -7680640 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7681037.000000 Penalty: 5272.082520
	Iteration 9Q: 3 clusters Score -7681037 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -7681235.500000 Penalty: 5272.082520
	Iteration 10Q: 3 clusters Score -7681236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7681350.000000 Penalty: 5272.082520
	Iteration 11Q: 3 clusters Score -7681350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7681420.000000 Penalty: 5272.082520
	Iteration 12Q: 3 clusters Score -7681420 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -7681463.500000 Penalty: 5272.082520
	Iteration 13Q: 3 clusters Score -7681464 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37469 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -7681515.000000 Penalty: 5272.082520
	Iteration 14Q: 3 clusters Score -7681515 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7681537.000000 Penalty: 5272.082520
	Iteration 15Q: 3 clusters Score -7681537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7681561.500000 Penalty: 5272.082520
	Iteration 16Q: 3 clusters Score -7681562 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -7681565.500000 Penalty: 5272.082520
	Iteration 17Q: 3 clusters Score -7681566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7681579.500000 Penalty: 5272.082520
	Iteration 18Q: 3 clusters Score -7681580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7681591.500000 Penalty: 5272.082520
	Iteration 19Q: 3 clusters Score -7681592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7681580.000000 Penalty: 5272.082520
	Iteration 20F: 3 clusters Score -7681580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -7681599.500000 Penalty: 5272.082520
	Iteration 21Q: 3 clusters Score -7681600 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37920 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7681597.000000 Penalty: 5272.082520
	Iteration 22Q: 3 clusters Score -7681597 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7681607.000000 Penalty: 5272.082520
	Iteration 23Q: 3 clusters Score -7681607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7681616.500000 Penalty: 5272.082520
	Iteration 24Q: 3 clusters Score -7681616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -7681617.500000 Penalty: 5272.082520
	Iteration 25Q: 3 clusters Score -7681618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -7681646.000000 Penalty: 5272.082520
	Iteration 26Q: 3 clusters Score -7681646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -7681650.500000 Penalty: 5272.082520
	Iteration 27Q: 3 clusters Score -7681650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7681650.500000 Penalty: 5272.082520
	Iteration 28Q: 3 clusters Score -7681650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -7681645.500000 Penalty: 5272.082520
	Iteration 29Q: 3 clusters Score -7681646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7681653.000000 Penalty: 5272.082520
	Iteration 30Q: 3 clusters Score -7681653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7681671.500000 Penalty: 5272.082520
	Iteration 31Q: 3 clusters Score -7681672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7681674.500000 Penalty: 5272.082520
	Iteration 32Q: 3 clusters Score -7681674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7681662.500000 Penalty: 5272.082520
	Iteration 33Q: 3 clusters Score -7681662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7681677.500000 Penalty: 5272.082520
	Iteration 34Q: 3 clusters Score -7681678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -7681669.000000 Penalty: 5272.082520
	Iteration 35Q: 3 clusters Score -7681669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7681680.500000 Penalty: 5272.082520
	Iteration 36Q: 3 clusters Score -7681680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7681684.500000 Penalty: 5272.082520
	Iteration 37Q: 3 clusters Score -7681684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7681682.000000 Penalty: 5272.082520
	Iteration 38Q: 3 clusters Score -7681682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -7681684.500000 Penalty: 5272.082520
	Iteration 39Q: 3 clusters Score -7681684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7681680.000000 Penalty: 5272.082520
	Iteration 40F: 3 clusters Score -7681680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -7681684.500000 Penalty: 5272.082520
	Iteration 41Q: 3 clusters Score -7681684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7681693.500000 Penalty: 5272.082520
	Iteration 42Q: 3 clusters Score -7681694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7681695.500000 Penalty: 5272.082520
	Iteration 43Q: 3 clusters Score -7681696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -7681692.000000 Penalty: 5272.082520
	Iteration 44Q: 3 clusters Score -7681692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -7681693.500000 Penalty: 5272.082520
	Iteration 45Q: 3 clusters Score -7681694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38288 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7681697.000000 Penalty: 5272.082520
	Iteration 46Q: 3 clusters Score -7681697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7681697.500000 Penalty: 5272.082520
	Iteration 47Q: 3 clusters Score -7681698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7681696.000000 Penalty: 5272.082520
	Iteration 48Q: 3 clusters Score -7681696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -7681687.500000 Penalty: 5272.082520
	Iteration 49Q: 3 clusters Score -7681688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7681692.000000 Penalty: 5272.082520
	Iteration 50Q: 3 clusters Score -7681692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -7681694.500000 Penalty: 5272.082520
	Iteration 51Q: 3 clusters Score -7681694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7681702.500000 Penalty: 5272.082520
	Iteration 52Q: 3 clusters Score -7681702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -7681701.500000 Penalty: 5272.082520
	Iteration 53Q: 3 clusters Score -7681702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7681701.500000 Penalty: 5272.082520
	Iteration 54Q: 3 clusters Score -7681702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7681695.500000 Penalty: 5272.082520
	Iteration 55Q: 3 clusters Score -7681696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -7681699.000000 Penalty: 5272.082520
	Iteration 56Q: 3 clusters Score -7681699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7681706.000000 Penalty: 5272.082520
	Iteration 57Q: 3 clusters Score -7681706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7681711.000000 Penalty: 5272.082520
	Iteration 58Q: 3 clusters Score -7681711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7681717.000000 Penalty: 5272.082520
	Iteration 59Q: 3 clusters Score -7681717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7681717.000000 Penalty: 5272.082520
	Iteration 60F: 3 clusters Score -7681717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7681707.500000 Penalty: 5272.082520
	Iteration 61Q: 3 clusters Score -7681708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7681720.500000 Penalty: 5272.082520
	Iteration 62Q: 3 clusters Score -7681720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7681714.500000 Penalty: 5272.082520
	Iteration 63Q: 3 clusters Score -7681714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7681725.000000 Penalty: 5272.082520
	Iteration 64Q: 3 clusters Score -7681725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7681724.500000 Penalty: 5272.082520
	Iteration 65Q: 3 clusters Score -7681724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7681733.500000 Penalty: 5272.082520
	Iteration 66Q: 3 clusters Score -7681734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7681741.000000 Penalty: 5272.082520
	Iteration 67Q: 3 clusters Score -7681741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7681737.000000 Penalty: 5272.082520
	Iteration 68Q: 3 clusters Score -7681737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7681732.500000 Penalty: 5272.082520
	Iteration 69Q: 3 clusters Score -7681732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7681737.000000 Penalty: 5272.082520
	Iteration 70Q: 3 clusters Score -7681737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7681739.500000 Penalty: 5272.082520
	Iteration 71Q: 3 clusters Score -7681740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7681735.500000 Penalty: 5272.082520
	Iteration 72Q: 3 clusters Score -7681736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -7681735.500000 Penalty: 5272.082520
	Iteration 73F: 3 clusters Score -7681736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Entering Unmasked Estep 
Score: -8929602.000000 Penalty: 2671.131836
	Iteration 0F: 2 clusters Score -8929602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -8899421.000000 Penalty: 5342.263672
	Iteration 0F: 3 clusters Score -8899421 nChanged 21982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -8911593.000000 Penalty: 5342.263672
	Iteration 1F: 3 clusters Score -8911593 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -8912099.000000 Penalty: 5342.263672
	Iteration 2Q: 3 clusters Score -8912099 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -8912501.000000 Penalty: 5342.263672
	Iteration 3Q: 3 clusters Score -8912501 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -8912880.000000 Penalty: 5342.263672
	Iteration 4Q: 3 clusters Score -8912880 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -8913394.000000 Penalty: 5342.263672
	Iteration 5Q: 3 clusters Score -8913394 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -8914053.000000 Penalty: 5342.263672
	Iteration 6Q: 3 clusters Score -8914053 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8914924.000000 Penalty: 5342.263672
	Iteration 7Q: 3 clusters Score -8914924 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -8916274.000000 Penalty: 5342.263672
	Iteration 8F: 3 clusters Score -8916274 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -8918304.000000 Penalty: 5342.263672
	Iteration 9F: 3 clusters Score -8918304 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 36325 members 
Entering Unmasked Estep 
Score: -8920661.000000 Penalty: 5342.263672
	Iteration 10F: 3 clusters Score -8920661 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -8922962.000000 Penalty: 5342.263672
	Iteration 11F: 3 clusters Score -8922962 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8924618.000000 Penalty: 5342.263672
	Iteration 12Q: 3 clusters Score -8924618 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -8925697.000000 Penalty: 5342.263672
	Iteration 13Q: 3 clusters Score -8925697 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8926356.000000 Penalty: 5342.263672
	Iteration 14Q: 3 clusters Score -8926356 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8926790.000000 Penalty: 5342.263672
	Iteration 15Q: 3 clusters Score -8926790 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -8927158.000000 Penalty: 5342.263672
	Iteration 16Q: 3 clusters Score -8927158 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8927433.000000 Penalty: 5342.263672
	Iteration 17Q: 3 clusters Score -8927433 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8927648.000000 Penalty: 5342.263672
	Iteration 18Q: 3 clusters Score -8927648 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8927773.000000 Penalty: 5342.263672
	Iteration 19Q: 3 clusters Score -8927773 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8927872.000000 Penalty: 5342.263672
	Iteration 20F: 3 clusters Score -8927872 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8927934.000000 Penalty: 5342.263672
	Iteration 21Q: 3 clusters Score -8927934 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8927962.000000 Penalty: 5342.263672
	Iteration 22Q: 3 clusters Score -8927962 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8927966.000000 Penalty: 5342.263672
	Iteration 23Q: 3 clusters Score -8927966 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8927976.000000 Penalty: 5342.263672
	Iteration 24Q: 3 clusters Score -8927976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8927974.000000 Penalty: 5342.263672
	Iteration 25Q: 3 clusters Score -8927974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8927973.000000 Penalty: 5342.263672
	Iteration 26Q: 3 clusters Score -8927973 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -8927980.000000 Penalty: 5342.263672
	Iteration 27Q: 3 clusters Score -8927980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8927975.000000 Penalty: 5342.263672
	Iteration 28Q: 3 clusters Score -8927975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -8927989.000000 Penalty: 5342.263672
	Iteration 29Q: 3 clusters Score -8927989 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -8927976.000000 Penalty: 5342.263672
	Iteration 30Q: 3 clusters Score -8927976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8927968.000000 Penalty: 5342.263672
	Iteration 31Q: 3 clusters Score -8927968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8927974.000000 Penalty: 5342.263672
	Iteration 32Q: 3 clusters Score -8927974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8927980.000000 Penalty: 5342.263672
	Iteration 33Q: 3 clusters Score -8927980 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8927981.000000 Penalty: 5342.263672
	Iteration 34Q: 3 clusters Score -8927981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8927986.000000 Penalty: 5342.263672
	Iteration 35Q: 3 clusters Score -8927986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8927993.000000 Penalty: 5342.263672
	Iteration 36Q: 3 clusters Score -8927993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8928006.000000 Penalty: 5342.263672
	Iteration 37Q: 3 clusters Score -8928006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -8928007.000000 Penalty: 5342.263672
	Iteration 38Q: 3 clusters Score -8928007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -8928013.000000 Penalty: 5342.263672
	Iteration 39Q: 3 clusters Score -8928013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8928019.000000 Penalty: 5342.263672
	Iteration 40F: 3 clusters Score -8928019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -8928023.000000 Penalty: 5342.263672
	Iteration 41Q: 3 clusters Score -8928023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8928021.000000 Penalty: 5342.263672
	Iteration 42Q: 3 clusters Score -8928021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8928017.000000 Penalty: 5342.263672
	Iteration 43Q: 3 clusters Score -8928017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8928011.000000 Penalty: 5342.263672
	Iteration 44Q: 3 clusters Score -8928011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46272 members 
Entering Unmasked Estep 
Score: -8928005.000000 Penalty: 5342.263672
	Iteration 45Q: 3 clusters Score -8928005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -8927994.000000 Penalty: 5342.263672
	Iteration 46Q: 3 clusters Score -8927994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8928007.000000 Penalty: 5342.263672
	Iteration 47Q: 3 clusters Score -8928007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -8927999.000000 Penalty: 5342.263672
	Iteration 48Q: 3 clusters Score -8927999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8928001.000000 Penalty: 5342.263672
	Iteration 49Q: 3 clusters Score -8928001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8928006.000000 Penalty: 5342.263672
	Iteration 50Q: 3 clusters Score -8928006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8927999.000000 Penalty: 5342.263672
	Iteration 51Q: 3 clusters Score -8927999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8928000.000000 Penalty: 5342.263672
	Iteration 52Q: 3 clusters Score -8928000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8927999.000000 Penalty: 5342.263672
	Iteration 53Q: 3 clusters Score -8927999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -8927995.000000 Penalty: 5342.263672
	Iteration 54Q: 3 clusters Score -8927995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8927998.000000 Penalty: 5342.263672
	Iteration 55Q: 3 clusters Score -8927998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8927992.000000 Penalty: 5342.263672
	Iteration 56Q: 3 clusters Score -8927992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8928001.000000 Penalty: 5342.263672
	Iteration 57Q: 3 clusters Score -8928001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8927997.000000 Penalty: 5342.263672
	Iteration 58Q: 3 clusters Score -8927997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -8927991.000000 Penalty: 5342.263672
	Iteration 59Q: 3 clusters Score -8927991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -8927988.000000 Penalty: 5342.263672
	Iteration 60F: 3 clusters Score -8927988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8927991.000000 Penalty: 5342.263672
	Iteration 61Q: 3 clusters Score -8927991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -8927986.000000 Penalty: 5342.263672
	Iteration 62Q: 3 clusters Score -8927986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8927994.000000 Penalty: 5342.263672
	Iteration 63Q: 3 clusters Score -8927994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8927981.000000 Penalty: 5342.263672
	Iteration 64Q: 3 clusters Score -8927981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -8927986.000000 Penalty: 5342.263672
	Iteration 65Q: 3 clusters Score -8927986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8927998.000000 Penalty: 5342.263672
	Iteration 66Q: 3 clusters Score -8927998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8927993.000000 Penalty: 5342.263672
	Iteration 67Q: 3 clusters Score -8927993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8927986.000000 Penalty: 5342.263672
	Iteration 68Q: 3 clusters Score -8927986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8927986.000000 Penalty: 5342.263672
	Iteration 69F: 3 clusters Score -8927986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -429229.656250 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -429229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -426377.906250 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -426377.9 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -427749.750000 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -427749.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -428495.875000 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -428495.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -428991.781250 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -428991.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -429265.468750 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -429265.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -429396.187500 Penalty: 3872.524902
	Iteration 5Q: 3 clusters Score -429396.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -429462.312500 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -429462.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -429514.000000 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -429514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -429545.906250 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -429545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -429562.156250 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -429562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -429566.687500 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -429566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -429570.375000 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -429570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -429575.187500 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -429575.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -429576.562500 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -429576.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -429579.187500 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -429579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -429582.250000 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -429582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -429582.250000 Penalty: 3872.524902
	Iteration 16F: 3 clusters Score -429582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 46757 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49529 members 
Mstep: Class 6 contains 30218 members 
Mstep: Class 7 contains 44715 members 
Mstep: Class 8 contains 50647 members 
Mstep: Class 9 contains 41324 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 43532 members 
Mstep: Class 16 contains 58816 members 
Mstep: Class 17 contains 51372 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49096 members 
Mstep: Class 22 contains 23832 members 
Mstep: Class 23 contains 37899 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49070 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2475 members 
Mstep: Class 30 contains 410 members 
Entering Unmasked Estep 
Score: -137110624.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137111632.000000 to -137110624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -249206.578125 Penalty: 1816.800293
	Iteration 0F: 2 clusters Score -249206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -246970.218750 Penalty: 3633.600586
	Iteration 0F: 3 clusters Score -246970.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -247545.625000 Penalty: 3633.600586
	Iteration 1F: 3 clusters Score -247545.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -247837.750000 Penalty: 3633.600586
	Iteration 2F: 3 clusters Score -247837.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -248099.796875 Penalty: 3633.600586
	Iteration 3F: 3 clusters Score -248099.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -248271.250000 Penalty: 3633.600586
	Iteration 4F: 3 clusters Score -248271.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -248389.640625 Penalty: 3633.600586
	Iteration 5Q: 3 clusters Score -248389.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -248468.656250 Penalty: 3633.600586
	Iteration 6Q: 3 clusters Score -248468.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248514.406250 Penalty: 3633.600586
	Iteration 7Q: 3 clusters Score -248514.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248527.437500 Penalty: 3633.600586
	Iteration 8Q: 3 clusters Score -248527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248534.250000 Penalty: 3633.600586
	Iteration 9Q: 3 clusters Score -248534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248538.359375 Penalty: 3633.600586
	Iteration 10Q: 3 clusters Score -248538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248540.421875 Penalty: 3633.600586
	Iteration 11Q: 3 clusters Score -248540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248540.984375 Penalty: 3633.600586
	Iteration 12Q: 3 clusters Score -248541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248541.390625 Penalty: 3633.600586
	Iteration 13Q: 3 clusters Score -248541.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -248541.390625 Penalty: 3633.600586
	Iteration 14F: 3 clusters Score -248541.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Entering Unmasked Estep 
Score: -8124276.000000 Penalty: 2649.218018
	Iteration 0F: 2 clusters Score -8124276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8095570.000000 Penalty: 5298.436035
	Iteration 0F: 3 clusters Score -8095570 nChanged 20027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8106589.000000 Penalty: 5298.436035
	Iteration 1F: 3 clusters Score -8106589 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8107159.000000 Penalty: 5298.436035
	Iteration 2Q: 3 clusters Score -8107159 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -8107863.500000 Penalty: 5298.436035
	Iteration 3Q: 3 clusters Score -8107864 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -8108767.000000 Penalty: 5298.436035
	Iteration 4Q: 3 clusters Score -8108767 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -8109989.000000 Penalty: 5298.436035
	Iteration 5Q: 3 clusters Score -8109989 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29637 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8111598.500000 Penalty: 5298.436035
	Iteration 6F: 3 clusters Score -8111598 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -8113579.500000 Penalty: 5298.436035
	Iteration 7F: 3 clusters Score -8113580 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8115846.500000 Penalty: 5298.436035
	Iteration 8F: 3 clusters Score -8115846 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -8117893.500000 Penalty: 5298.436035
	Iteration 9F: 3 clusters Score -8117894 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8119372.500000 Penalty: 5298.436035
	Iteration 10Q: 3 clusters Score -8119372 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8120384.500000 Penalty: 5298.436035
	Iteration 11Q: 3 clusters Score -8120384 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -8120984.500000 Penalty: 5298.436035
	Iteration 12Q: 3 clusters Score -8120984 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -8121383.500000 Penalty: 5298.436035
	Iteration 13Q: 3 clusters Score -8121384 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8121591.000000 Penalty: 5298.436035
	Iteration 14Q: 3 clusters Score -8121591 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8121782.500000 Penalty: 5298.436035
	Iteration 15Q: 3 clusters Score -8121782 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8121926.000000 Penalty: 5298.436035
	Iteration 16Q: 3 clusters Score -8121926 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8122045.000000 Penalty: 5298.436035
	Iteration 17Q: 3 clusters Score -8122045 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8122126.000000 Penalty: 5298.436035
	Iteration 18Q: 3 clusters Score -8122126 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8122169.500000 Penalty: 5298.436035
	Iteration 19Q: 3 clusters Score -8122170 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8122232.000000 Penalty: 5298.436035
	Iteration 20F: 3 clusters Score -8122232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8122247.500000 Penalty: 5298.436035
	Iteration 21Q: 3 clusters Score -8122248 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8122264.500000 Penalty: 5298.436035
	Iteration 22Q: 3 clusters Score -8122264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8122277.000000 Penalty: 5298.436035
	Iteration 23Q: 3 clusters Score -8122277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8122300.500000 Penalty: 5298.436035
	Iteration 24Q: 3 clusters Score -8122300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8122317.000000 Penalty: 5298.436035
	Iteration 25Q: 3 clusters Score -8122317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8122325.000000 Penalty: 5298.436035
	Iteration 26Q: 3 clusters Score -8122325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8122321.000000 Penalty: 5298.436035
	Iteration 27Q: 3 clusters Score -8122321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8122338.500000 Penalty: 5298.436035
	Iteration 28Q: 3 clusters Score -8122338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -8122341.500000 Penalty: 5298.436035
	Iteration 29Q: 3 clusters Score -8122342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8122368.500000 Penalty: 5298.436035
	Iteration 30Q: 3 clusters Score -8122368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8122366.500000 Penalty: 5298.436035
	Iteration 31Q: 3 clusters Score -8122366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8122367.500000 Penalty: 5298.436035
	Iteration 32Q: 3 clusters Score -8122368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8122360.000000 Penalty: 5298.436035
	Iteration 33Q: 3 clusters Score -8122360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8122376.500000 Penalty: 5298.436035
	Iteration 34Q: 3 clusters Score -8122376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8122386.500000 Penalty: 5298.436035
	Iteration 35Q: 3 clusters Score -8122386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8122396.000000 Penalty: 5298.436035
	Iteration 36Q: 3 clusters Score -8122396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8122406.000000 Penalty: 5298.436035
	Iteration 37Q: 3 clusters Score -8122406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8122406.500000 Penalty: 5298.436035
	Iteration 38Q: 3 clusters Score -8122406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8122411.500000 Penalty: 5298.436035
	Iteration 39Q: 3 clusters Score -8122412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8122409.000000 Penalty: 5298.436035
	Iteration 40F: 3 clusters Score -8122409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8122407.500000 Penalty: 5298.436035
	Iteration 41Q: 3 clusters Score -8122408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8122412.000000 Penalty: 5298.436035
	Iteration 42Q: 3 clusters Score -8122412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8122426.000000 Penalty: 5298.436035
	Iteration 43Q: 3 clusters Score -8122426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8122427.000000 Penalty: 5298.436035
	Iteration 44Q: 3 clusters Score -8122427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8122426.500000 Penalty: 5298.436035
	Iteration 45Q: 3 clusters Score -8122426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8122427.000000 Penalty: 5298.436035
	Iteration 46Q: 3 clusters Score -8122427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8122427.500000 Penalty: 5298.436035
	Iteration 47Q: 3 clusters Score -8122428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8122431.000000 Penalty: 5298.436035
	Iteration 48Q: 3 clusters Score -8122431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8122438.000000 Penalty: 5298.436035
	Iteration 49Q: 3 clusters Score -8122438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8122436.500000 Penalty: 5298.436035
	Iteration 50Q: 3 clusters Score -8122436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8122425.500000 Penalty: 5298.436035
	Iteration 51Q: 3 clusters Score -8122426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8122427.500000 Penalty: 5298.436035
	Iteration 52Q: 3 clusters Score -8122428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -8122432.500000 Penalty: 5298.436035
	Iteration 53Q: 3 clusters Score -8122432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8122434.000000 Penalty: 5298.436035
	Iteration 54Q: 3 clusters Score -8122434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8122430.000000 Penalty: 5298.436035
	Iteration 55Q: 3 clusters Score -8122430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8122430.000000 Penalty: 5298.436035
	Iteration 56F: 3 clusters Score -8122430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Entering Unmasked Estep 
Score: -9294327.000000 Penalty: 2681.807373
	Iteration 0F: 2 clusters Score -9294327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -9264586.000000 Penalty: 5363.614746
	Iteration 0F: 3 clusters Score -9264586 nChanged 22808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -9277244.000000 Penalty: 5363.614746
	Iteration 1F: 3 clusters Score -9277244 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -9278071.000000 Penalty: 5363.614746
	Iteration 2Q: 3 clusters Score -9278071 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -9279248.000000 Penalty: 5363.614746
	Iteration 3Q: 3 clusters Score -9279248 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -9280997.000000 Penalty: 5363.614746
	Iteration 4F: 3 clusters Score -9280997 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9283164.000000 Penalty: 5363.614746
	Iteration 5F: 3 clusters Score -9283164 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -9285632.000000 Penalty: 5363.614746
	Iteration 6F: 3 clusters Score -9285632 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -9288242.000000 Penalty: 5363.614746
	Iteration 7F: 3 clusters Score -9288242 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -9290999.000000 Penalty: 5363.614746
	Iteration 8F: 3 clusters Score -9290999 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -9293343.000000 Penalty: 5363.614746
	Iteration 9F: 3 clusters Score -9293343 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -9294690.000000 Penalty: 5363.614746
	Iteration 10Q: 3 clusters Score -9294690 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -9295159.000000 Penalty: 5363.614746
	Iteration 11Q: 3 clusters Score -9295159 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -9295356.000000 Penalty: 5363.614746
	Iteration 12Q: 3 clusters Score -9295356 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -9295467.000000 Penalty: 5363.614746
	Iteration 13Q: 3 clusters Score -9295467 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -9295585.000000 Penalty: 5363.614746
	Iteration 14Q: 3 clusters Score -9295585 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -9295668.000000 Penalty: 5363.614746
	Iteration 15Q: 3 clusters Score -9295668 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -9295737.000000 Penalty: 5363.614746
	Iteration 16Q: 3 clusters Score -9295737 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -9295785.000000 Penalty: 5363.614746
	Iteration 17Q: 3 clusters Score -9295785 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -9295817.000000 Penalty: 5363.614746
	Iteration 18Q: 3 clusters Score -9295817 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -9295823.000000 Penalty: 5363.614746
	Iteration 19Q: 3 clusters Score -9295823 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -9295847.000000 Penalty: 5363.614746
	Iteration 20F: 3 clusters Score -9295847 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -9295868.000000 Penalty: 5363.614746
	Iteration 21Q: 3 clusters Score -9295868 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -9295881.000000 Penalty: 5363.614746
	Iteration 22Q: 3 clusters Score -9295881 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -9295869.000000 Penalty: 5363.614746
	Iteration 23Q: 3 clusters Score -9295869 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -9295871.000000 Penalty: 5363.614746
	Iteration 24Q: 3 clusters Score -9295871 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -9295878.000000 Penalty: 5363.614746
	Iteration 25Q: 3 clusters Score -9295878 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -9295849.000000 Penalty: 5363.614746
	Iteration 26Q: 3 clusters Score -9295849 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -9295887.000000 Penalty: 5363.614746
	Iteration 27Q: 3 clusters Score -9295887 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -9295888.000000 Penalty: 5363.614746
	Iteration 28Q: 3 clusters Score -9295888 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -9295790.000000 Penalty: 5363.614746
	Iteration 29Q: 3 clusters Score -9295790 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -9295776.000000 Penalty: 5363.614746
	Iteration 30Q: 3 clusters Score -9295776 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -9295712.000000 Penalty: 5363.614746
	Iteration 31Q: 3 clusters Score -9295712 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -9295619.000000 Penalty: 5363.614746
	Iteration 32Q: 3 clusters Score -9295619 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -9295484.000000 Penalty: 5363.614746
	Iteration 33Q: 3 clusters Score -9295484 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -9295294.000000 Penalty: 5363.614746
	Iteration 34Q: 3 clusters Score -9295294 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -9295134.000000 Penalty: 5363.614746
	Iteration 35Q: 3 clusters Score -9295134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -9294955.000000 Penalty: 5363.614746
	Iteration 36Q: 3 clusters Score -9294955 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -9294833.000000 Penalty: 5363.614746
	Iteration 37Q: 3 clusters Score -9294833 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -9294706.000000 Penalty: 5363.614746
	Iteration 38Q: 3 clusters Score -9294706 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -9294589.000000 Penalty: 5363.614746
	Iteration 39Q: 3 clusters Score -9294589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -9294495.000000 Penalty: 5363.614746
	Iteration 40F: 3 clusters Score -9294495 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9294357.000000 Penalty: 5363.614746
	Iteration 41Q: 3 clusters Score -9294357 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -9294227.000000 Penalty: 5363.614746
	Iteration 42Q: 3 clusters Score -9294227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -9294145.000000 Penalty: 5363.614746
	Iteration 43Q: 3 clusters Score -9294145 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9294037.000000 Penalty: 5363.614746
	Iteration 44Q: 3 clusters Score -9294037 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -9293930.000000 Penalty: 5363.614746
	Iteration 45Q: 3 clusters Score -9293930 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -9293861.000000 Penalty: 5363.614746
	Iteration 46Q: 3 clusters Score -9293861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9293792.000000 Penalty: 5363.614746
	Iteration 47Q: 3 clusters Score -9293792 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47674 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9293747.000000 Penalty: 5363.614746
	Iteration 48Q: 3 clusters Score -9293747 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9293726.000000 Penalty: 5363.614746
	Iteration 49Q: 3 clusters Score -9293726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9293704.000000 Penalty: 5363.614746
	Iteration 50Q: 3 clusters Score -9293704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9293660.000000 Penalty: 5363.614746
	Iteration 51Q: 3 clusters Score -9293660 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9293625.000000 Penalty: 5363.614746
	Iteration 52Q: 3 clusters Score -9293625 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9293596.000000 Penalty: 5363.614746
	Iteration 53Q: 3 clusters Score -9293596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9293574.000000 Penalty: 5363.614746
	Iteration 54Q: 3 clusters Score -9293574 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9293544.000000 Penalty: 5363.614746
	Iteration 55Q: 3 clusters Score -9293544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9293521.000000 Penalty: 5363.614746
	Iteration 56Q: 3 clusters Score -9293521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9293511.000000 Penalty: 5363.614746
	Iteration 57Q: 3 clusters Score -9293511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9293488.000000 Penalty: 5363.614746
	Iteration 58Q: 3 clusters Score -9293488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9293467.000000 Penalty: 5363.614746
	Iteration 59Q: 3 clusters Score -9293467 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9293441.000000 Penalty: 5363.614746
	Iteration 60F: 3 clusters Score -9293441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -9293420.000000 Penalty: 5363.614746
	Iteration 61Q: 3 clusters Score -9293420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9293432.000000 Penalty: 5363.614746
	Iteration 62Q: 3 clusters Score -9293432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9293420.000000 Penalty: 5363.614746
	Iteration 63Q: 3 clusters Score -9293420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9293421.000000 Penalty: 5363.614746
	Iteration 64Q: 3 clusters Score -9293421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9293412.000000 Penalty: 5363.614746
	Iteration 65Q: 3 clusters Score -9293412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9293402.000000 Penalty: 5363.614746
	Iteration 66Q: 3 clusters Score -9293402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9293395.000000 Penalty: 5363.614746
	Iteration 67Q: 3 clusters Score -9293395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -9293391.000000 Penalty: 5363.614746
	Iteration 68Q: 3 clusters Score -9293391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9293395.000000 Penalty: 5363.614746
	Iteration 69Q: 3 clusters Score -9293395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9293401.000000 Penalty: 5363.614746
	Iteration 70Q: 3 clusters Score -9293401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9293403.000000 Penalty: 5363.614746
	Iteration 71Q: 3 clusters Score -9293403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9293400.000000 Penalty: 5363.614746
	Iteration 72Q: 3 clusters Score -9293400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -9293396.000000 Penalty: 5363.614746
	Iteration 73Q: 3 clusters Score -9293396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9293377.000000 Penalty: 5363.614746
	Iteration 74Q: 3 clusters Score -9293377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9293380.000000 Penalty: 5363.614746
	Iteration 75Q: 3 clusters Score -9293380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9293390.000000 Penalty: 5363.614746
	Iteration 76Q: 3 clusters Score -9293390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -9293390.000000 Penalty: 5363.614746
	Iteration 77F: 3 clusters Score -9293390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Entering Unmasked Estep 
Score: -8061101.500000 Penalty: 2648.950439
	Iteration 0F: 2 clusters Score -8061102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -8031873.500000 Penalty: 5297.900879
	Iteration 0F: 3 clusters Score -8031874 nChanged 20111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -8042838.000000 Penalty: 5297.900879
	Iteration 1F: 3 clusters Score -8042838 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -8043443.500000 Penalty: 5297.900879
	Iteration 2Q: 3 clusters Score -8043444 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -8043975.500000 Penalty: 5297.900879
	Iteration 3Q: 3 clusters Score -8043976 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8044588.500000 Penalty: 5297.900879
	Iteration 4Q: 3 clusters Score -8044588 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8045411.500000 Penalty: 5297.900879
	Iteration 5Q: 3 clusters Score -8045412 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -8046531.500000 Penalty: 5297.900879
	Iteration 6Q: 3 clusters Score -8046532 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -8047924.000000 Penalty: 5297.900879
	Iteration 7Q: 3 clusters Score -8047924 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8049425.000000 Penalty: 5297.900879
	Iteration 8F: 3 clusters Score -8049425 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8051079.500000 Penalty: 5297.900879
	Iteration 9F: 3 clusters Score -8051080 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8052719.000000 Penalty: 5297.900879
	Iteration 10F: 3 clusters Score -8052719 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8053963.000000 Penalty: 5297.900879
	Iteration 11F: 3 clusters Score -8053963 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -8054777.500000 Penalty: 5297.900879
	Iteration 12Q: 3 clusters Score -8054778 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -8055219.500000 Penalty: 5297.900879
	Iteration 13Q: 3 clusters Score -8055220 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -8055549.000000 Penalty: 5297.900879
	Iteration 14Q: 3 clusters Score -8055549 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 19679 members 
Entering Unmasked Estep 
Score: -8055815.500000 Penalty: 5297.900879
	Iteration 15Q: 3 clusters Score -8055816 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -8056061.500000 Penalty: 5297.900879
	Iteration 16Q: 3 clusters Score -8056062 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -8056231.500000 Penalty: 5297.900879
	Iteration 17Q: 3 clusters Score -8056232 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -8056438.500000 Penalty: 5297.900879
	Iteration 18Q: 3 clusters Score -8056438 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -8056623.500000 Penalty: 5297.900879
	Iteration 19Q: 3 clusters Score -8056624 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -8056769.000000 Penalty: 5297.900879
	Iteration 20F: 3 clusters Score -8056769 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8056889.500000 Penalty: 5297.900879
	Iteration 21Q: 3 clusters Score -8056890 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -8057003.500000 Penalty: 5297.900879
	Iteration 22Q: 3 clusters Score -8057004 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -8057156.000000 Penalty: 5297.900879
	Iteration 23Q: 3 clusters Score -8057156 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -8057274.000000 Penalty: 5297.900879
	Iteration 24Q: 3 clusters Score -8057274 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -8057390.000000 Penalty: 5297.900879
	Iteration 25Q: 3 clusters Score -8057390 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -8057476.000000 Penalty: 5297.900879
	Iteration 26Q: 3 clusters Score -8057476 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -8057596.000000 Penalty: 5297.900879
	Iteration 27Q: 3 clusters Score -8057596 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -8057715.500000 Penalty: 5297.900879
	Iteration 28Q: 3 clusters Score -8057716 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -8057851.500000 Penalty: 5297.900879
	Iteration 29Q: 3 clusters Score -8057852 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -8057956.000000 Penalty: 5297.900879
	Iteration 30Q: 3 clusters Score -8057956 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -8058033.500000 Penalty: 5297.900879
	Iteration 31Q: 3 clusters Score -8058034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -8058109.500000 Penalty: 5297.900879
	Iteration 32Q: 3 clusters Score -8058110 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -8058196.500000 Penalty: 5297.900879
	Iteration 33Q: 3 clusters Score -8058196 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -8058316.000000 Penalty: 5297.900879
	Iteration 34Q: 3 clusters Score -8058316 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -8058417.000000 Penalty: 5297.900879
	Iteration 35Q: 3 clusters Score -8058417 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -8058570.000000 Penalty: 5297.900879
	Iteration 36Q: 3 clusters Score -8058570 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -8058636.000000 Penalty: 5297.900879
	Iteration 37Q: 3 clusters Score -8058636 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -8058703.500000 Penalty: 5297.900879
	Iteration 38Q: 3 clusters Score -8058704 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8058740.500000 Penalty: 5297.900879
	Iteration 39Q: 3 clusters Score -8058740 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8058792.000000 Penalty: 5297.900879
	Iteration 40F: 3 clusters Score -8058792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -8058879.000000 Penalty: 5297.900879
	Iteration 41Q: 3 clusters Score -8058879 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -8058916.000000 Penalty: 5297.900879
	Iteration 42Q: 3 clusters Score -8058916 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -8058958.000000 Penalty: 5297.900879
	Iteration 43Q: 3 clusters Score -8058958 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -8059010.500000 Penalty: 5297.900879
	Iteration 44Q: 3 clusters Score -8059010 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -8059057.500000 Penalty: 5297.900879
	Iteration 45Q: 3 clusters Score -8059058 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -8059114.500000 Penalty: 5297.900879
	Iteration 46Q: 3 clusters Score -8059114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -8059145.500000 Penalty: 5297.900879
	Iteration 47Q: 3 clusters Score -8059146 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -8059201.000000 Penalty: 5297.900879
	Iteration 48Q: 3 clusters Score -8059201 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8059258.500000 Penalty: 5297.900879
	Iteration 49Q: 3 clusters Score -8059258 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8059300.000000 Penalty: 5297.900879
	Iteration 50Q: 3 clusters Score -8059300 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8059291.500000 Penalty: 5297.900879
	Iteration 51Q: 3 clusters Score -8059292 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8059309.000000 Penalty: 5297.900879
	Iteration 52Q: 3 clusters Score -8059309 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8059323.000000 Penalty: 5297.900879
	Iteration 53Q: 3 clusters Score -8059323 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8059357.000000 Penalty: 5297.900879
	Iteration 54Q: 3 clusters Score -8059357 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8059385.500000 Penalty: 5297.900879
	Iteration 55Q: 3 clusters Score -8059386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8059391.000000 Penalty: 5297.900879
	Iteration 56Q: 3 clusters Score -8059391 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -8059397.500000 Penalty: 5297.900879
	Iteration 57Q: 3 clusters Score -8059398 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8059419.500000 Penalty: 5297.900879
	Iteration 58Q: 3 clusters Score -8059420 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8059415.000000 Penalty: 5297.900879
	Iteration 59Q: 3 clusters Score -8059415 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8059424.500000 Penalty: 5297.900879
	Iteration 60F: 3 clusters Score -8059424 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -8059426.500000 Penalty: 5297.900879
	Iteration 61Q: 3 clusters Score -8059426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8059422.500000 Penalty: 5297.900879
	Iteration 62Q: 3 clusters Score -8059422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -8059430.500000 Penalty: 5297.900879
	Iteration 63Q: 3 clusters Score -8059430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -8059423.000000 Penalty: 5297.900879
	Iteration 64Q: 3 clusters Score -8059423 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8059430.500000 Penalty: 5297.900879
	Iteration 65Q: 3 clusters Score -8059430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -8059442.000000 Penalty: 5297.900879
	Iteration 66Q: 3 clusters Score -8059442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8059449.500000 Penalty: 5297.900879
	Iteration 67Q: 3 clusters Score -8059450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8059443.000000 Penalty: 5297.900879
	Iteration 68Q: 3 clusters Score -8059443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -8059450.000000 Penalty: 5297.900879
	Iteration 69Q: 3 clusters Score -8059450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8059450.500000 Penalty: 5297.900879
	Iteration 70Q: 3 clusters Score -8059450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -8059434.000000 Penalty: 5297.900879
	Iteration 71Q: 3 clusters Score -8059434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8059441.000000 Penalty: 5297.900879
	Iteration 72Q: 3 clusters Score -8059441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8059421.500000 Penalty: 5297.900879
	Iteration 73Q: 3 clusters Score -8059422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39421 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8059437.000000 Penalty: 5297.900879
	Iteration 74Q: 3 clusters Score -8059437 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8059436.500000 Penalty: 5297.900879
	Iteration 75Q: 3 clusters Score -8059436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8059439.000000 Penalty: 5297.900879
	Iteration 76Q: 3 clusters Score -8059439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8059453.500000 Penalty: 5297.900879
	Iteration 77Q: 3 clusters Score -8059454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -8059442.000000 Penalty: 5297.900879
	Iteration 78Q: 3 clusters Score -8059442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -8059452.500000 Penalty: 5297.900879
	Iteration 79Q: 3 clusters Score -8059452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -8059461.000000 Penalty: 5297.900879
	Iteration 80F: 3 clusters Score -8059461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8059476.500000 Penalty: 5297.900879
	Iteration 81Q: 3 clusters Score -8059476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8059466.000000 Penalty: 5297.900879
	Iteration 82Q: 3 clusters Score -8059466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8059463.500000 Penalty: 5297.900879
	Iteration 83Q: 3 clusters Score -8059464 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8059464.000000 Penalty: 5297.900879
	Iteration 84Q: 3 clusters Score -8059464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39856 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8059469.500000 Penalty: 5297.900879
	Iteration 85Q: 3 clusters Score -8059470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -8059469.500000 Penalty: 5297.900879
	Iteration 86Q: 3 clusters Score -8059470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -8059482.000000 Penalty: 5297.900879
	Iteration 87Q: 3 clusters Score -8059482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8059474.000000 Penalty: 5297.900879
	Iteration 88Q: 3 clusters Score -8059474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8059477.500000 Penalty: 5297.900879
	Iteration 89Q: 3 clusters Score -8059478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8059478.500000 Penalty: 5297.900879
	Iteration 90Q: 3 clusters Score -8059478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8059484.500000 Penalty: 5297.900879
	Iteration 91Q: 3 clusters Score -8059484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -8059498.000000 Penalty: 5297.900879
	Iteration 92Q: 3 clusters Score -8059498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -8059505.000000 Penalty: 5297.900879
	Iteration 93Q: 3 clusters Score -8059505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -8059520.500000 Penalty: 5297.900879
	Iteration 94Q: 3 clusters Score -8059520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8059520.000000 Penalty: 5297.900879
	Iteration 95Q: 3 clusters Score -8059520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8059511.000000 Penalty: 5297.900879
	Iteration 96Q: 3 clusters Score -8059511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8059502.000000 Penalty: 5297.900879
	Iteration 97Q: 3 clusters Score -8059502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8059503.500000 Penalty: 5297.900879
	Iteration 98Q: 3 clusters Score -8059504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8059499.500000 Penalty: 5297.900879
	Iteration 99Q: 3 clusters Score -8059500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -8059494.000000 Penalty: 5297.900879
	Iteration 100F: 3 clusters Score -8059494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -8059499.000000 Penalty: 5297.900879
	Iteration 101Q: 3 clusters Score -8059499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8059504.500000 Penalty: 5297.900879
	Iteration 102Q: 3 clusters Score -8059504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8059506.000000 Penalty: 5297.900879
	Iteration 103Q: 3 clusters Score -8059506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8059507.000000 Penalty: 5297.900879
	Iteration 104Q: 3 clusters Score -8059507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8059508.500000 Penalty: 5297.900879
	Iteration 105Q: 3 clusters Score -8059508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8059508.500000 Penalty: 5297.900879
	Iteration 106Q: 3 clusters Score -8059508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -8059507.500000 Penalty: 5297.900879
	Iteration 107Q: 3 clusters Score -8059508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -8059500.500000 Penalty: 5297.900879
	Iteration 108Q: 3 clusters Score -8059500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8059503.500000 Penalty: 5297.900879
	Iteration 109Q: 3 clusters Score -8059504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8059503.500000 Penalty: 5297.900879
	Iteration 110F: 3 clusters Score -8059504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Entering Unmasked Estep 
Score: -11031982.000000 Penalty: 2723.577881
	Iteration 0F: 2 clusters Score -1.103198e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -11000615.000000 Penalty: 5447.155762
	Iteration 0F: 3 clusters Score -1.100062e+07 nChanged 27298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 28843 members 
Entering Unmasked Estep 
Score: -11015852.000000 Penalty: 5447.155762
	Iteration 1F: 3 clusters Score -1.101585e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -11016479.000000 Penalty: 5447.155762
	Iteration 2Q: 3 clusters Score -1.101648e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -11017003.000000 Penalty: 5447.155762
	Iteration 3Q: 3 clusters Score -1.1017e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -11017746.000000 Penalty: 5447.155762
	Iteration 4Q: 3 clusters Score -1.101775e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -11018455.000000 Penalty: 5447.155762
	Iteration 5Q: 3 clusters Score -1.101846e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -11019305.000000 Penalty: 5447.155762
	Iteration 6Q: 3 clusters Score -1.10193e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -11020455.000000 Penalty: 5447.155762
	Iteration 7Q: 3 clusters Score -1.102046e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -11021882.000000 Penalty: 5447.155762
	Iteration 8F: 3 clusters Score -1.102188e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40856 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -11023708.000000 Penalty: 5447.155762
	Iteration 9F: 3 clusters Score -1.102371e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -11025460.000000 Penalty: 5447.155762
	Iteration 10F: 3 clusters Score -1.102546e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -11027326.000000 Penalty: 5447.155762
	Iteration 11Q: 3 clusters Score -1.102733e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -11028708.000000 Penalty: 5447.155762
	Iteration 12Q: 3 clusters Score -1.102871e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -11029513.000000 Penalty: 5447.155762
	Iteration 13Q: 3 clusters Score -1.102951e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -11030068.000000 Penalty: 5447.155762
	Iteration 14Q: 3 clusters Score -1.103007e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -11030434.000000 Penalty: 5447.155762
	Iteration 15Q: 3 clusters Score -1.103043e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -11030905.000000 Penalty: 5447.155762
	Iteration 16Q: 3 clusters Score -1.10309e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -11031406.000000 Penalty: 5447.155762
	Iteration 17Q: 3 clusters Score -1.103141e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -11031757.000000 Penalty: 5447.155762
	Iteration 18Q: 3 clusters Score -1.103176e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -11032059.000000 Penalty: 5447.155762
	Iteration 19Q: 3 clusters Score -1.103206e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -11032461.000000 Penalty: 5447.155762
	Iteration 20F: 3 clusters Score -1.103246e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -11033007.000000 Penalty: 5447.155762
	Iteration 21Q: 3 clusters Score -1.103301e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -11033439.000000 Penalty: 5447.155762
	Iteration 22Q: 3 clusters Score -1.103344e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -11033886.000000 Penalty: 5447.155762
	Iteration 23Q: 3 clusters Score -1.103389e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -11034200.000000 Penalty: 5447.155762
	Iteration 24Q: 3 clusters Score -1.10342e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -11034527.000000 Penalty: 5447.155762
	Iteration 25Q: 3 clusters Score -1.103453e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -11034750.000000 Penalty: 5447.155762
	Iteration 26Q: 3 clusters Score -1.103475e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -11034909.000000 Penalty: 5447.155762
	Iteration 27Q: 3 clusters Score -1.103491e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -11034962.000000 Penalty: 5447.155762
	Iteration 28Q: 3 clusters Score -1.103496e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -11035004.000000 Penalty: 5447.155762
	Iteration 29Q: 3 clusters Score -1.1035e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -11035067.000000 Penalty: 5447.155762
	Iteration 30Q: 3 clusters Score -1.103507e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -11035065.000000 Penalty: 5447.155762
	Iteration 31Q: 3 clusters Score -1.103506e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -11035118.000000 Penalty: 5447.155762
	Iteration 32Q: 3 clusters Score -1.103512e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -11035167.000000 Penalty: 5447.155762
	Iteration 33Q: 3 clusters Score -1.103517e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -11035211.000000 Penalty: 5447.155762
	Iteration 34Q: 3 clusters Score -1.103521e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -11035214.000000 Penalty: 5447.155762
	Iteration 35Q: 3 clusters Score -1.103521e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -11035115.000000 Penalty: 5447.155762
	Iteration 36Q: 3 clusters Score -1.103512e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -11035098.000000 Penalty: 5447.155762
	Iteration 37Q: 3 clusters Score -1.10351e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -11035083.000000 Penalty: 5447.155762
	Iteration 38Q: 3 clusters Score -1.103508e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -11035026.000000 Penalty: 5447.155762
	Iteration 39Q: 3 clusters Score -1.103503e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -11035132.000000 Penalty: 5447.155762
	Iteration 40F: 3 clusters Score -1.103513e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -11035156.000000 Penalty: 5447.155762
	Iteration 41Q: 3 clusters Score -1.103516e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -11035056.000000 Penalty: 5447.155762
	Iteration 42Q: 3 clusters Score -1.103506e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -11034834.000000 Penalty: 5447.155762
	Iteration 43Q: 3 clusters Score -1.103483e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -11034532.000000 Penalty: 5447.155762
	Iteration 44Q: 3 clusters Score -1.103453e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -11034189.000000 Penalty: 5447.155762
	Iteration 45Q: 3 clusters Score -1.103419e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -11033730.000000 Penalty: 5447.155762
	Iteration 46Q: 3 clusters Score -1.103373e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -11033328.000000 Penalty: 5447.155762
	Iteration 47Q: 3 clusters Score -1.103333e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -11032762.000000 Penalty: 5447.155762
	Iteration 48Q: 3 clusters Score -1.103276e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -11032762.000000 Penalty: 5447.155762
	Iteration 49Q: 3 clusters Score -1.103276e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -11032747.000000 Penalty: 5447.155762
	Iteration 50Q: 3 clusters Score -1.103275e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -11032790.000000 Penalty: 5447.155762
	Iteration 51Q: 3 clusters Score -1.103279e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -11032698.000000 Penalty: 5447.155762
	Iteration 52Q: 3 clusters Score -1.10327e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -11032636.000000 Penalty: 5447.155762
	Iteration 53Q: 3 clusters Score -1.103264e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -11032576.000000 Penalty: 5447.155762
	Iteration 54Q: 3 clusters Score -1.103258e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -11032436.000000 Penalty: 5447.155762
	Iteration 55Q: 3 clusters Score -1.103244e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -11032332.000000 Penalty: 5447.155762
	Iteration 56Q: 3 clusters Score -1.103233e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -11032248.000000 Penalty: 5447.155762
	Iteration 57Q: 3 clusters Score -1.103225e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -11032181.000000 Penalty: 5447.155762
	Iteration 58Q: 3 clusters Score -1.103218e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -11032105.000000 Penalty: 5447.155762
	Iteration 59Q: 3 clusters Score -1.10321e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
Score: -11031994.000000 Penalty: 5447.155762
	Iteration 60F: 3 clusters Score -1.103199e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -11031904.000000 Penalty: 5447.155762
	Iteration 61Q: 3 clusters Score -1.10319e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -11031847.000000 Penalty: 5447.155762
	Iteration 62Q: 3 clusters Score -1.103185e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -11031787.000000 Penalty: 5447.155762
	Iteration 63Q: 3 clusters Score -1.103179e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 52489 members 
Entering Unmasked Estep 
Score: -11031708.000000 Penalty: 5447.155762
	Iteration 64Q: 3 clusters Score -1.103171e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -11031626.000000 Penalty: 5447.155762
	Iteration 65Q: 3 clusters Score -1.103163e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 52771 members 
Entering Unmasked Estep 
Score: -11031567.000000 Penalty: 5447.155762
	Iteration 66Q: 3 clusters Score -1.103157e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -11031481.000000 Penalty: 5447.155762
	Iteration 67Q: 3 clusters Score -1.103148e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -11031364.000000 Penalty: 5447.155762
	Iteration 68Q: 3 clusters Score -1.103136e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -11031237.000000 Penalty: 5447.155762
	Iteration 69Q: 3 clusters Score -1.103124e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -11031180.000000 Penalty: 5447.155762
	Iteration 70Q: 3 clusters Score -1.103118e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 53470 members 
Entering Unmasked Estep 
Score: -11031077.000000 Penalty: 5447.155762
	Iteration 71Q: 3 clusters Score -1.103108e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -11031008.000000 Penalty: 5447.155762
	Iteration 72Q: 3 clusters Score -1.103101e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 53732 members 
Entering Unmasked Estep 
Score: -11030948.000000 Penalty: 5447.155762
	Iteration 73Q: 3 clusters Score -1.103095e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -11030922.000000 Penalty: 5447.155762
	Iteration 74Q: 3 clusters Score -1.103092e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -11030879.000000 Penalty: 5447.155762
	Iteration 75Q: 3 clusters Score -1.103088e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 54098 members 
Entering Unmasked Estep 
Score: -11030836.000000 Penalty: 5447.155762
	Iteration 76Q: 3 clusters Score -1.103084e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -11030818.000000 Penalty: 5447.155762
	Iteration 77Q: 3 clusters Score -1.103082e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -11030757.000000 Penalty: 5447.155762
	Iteration 78Q: 3 clusters Score -1.103076e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -11030741.000000 Penalty: 5447.155762
	Iteration 79Q: 3 clusters Score -1.103074e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 54446 members 
Entering Unmasked Estep 
Score: -11030731.000000 Penalty: 5447.155762
	Iteration 80F: 3 clusters Score -1.103073e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 54506 members 
Entering Unmasked Estep 
Score: -11030705.000000 Penalty: 5447.155762
	Iteration 81Q: 3 clusters Score -1.10307e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -11030684.000000 Penalty: 5447.155762
	Iteration 82Q: 3 clusters Score -1.103068e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -11030657.000000 Penalty: 5447.155762
	Iteration 83Q: 3 clusters Score -1.103066e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -11030625.000000 Penalty: 5447.155762
	Iteration 84Q: 3 clusters Score -1.103062e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 54736 members 
Entering Unmasked Estep 
Score: -11030624.000000 Penalty: 5447.155762
	Iteration 85Q: 3 clusters Score -1.103062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 54805 members 
Entering Unmasked Estep 
Score: -11030602.000000 Penalty: 5447.155762
	Iteration 86Q: 3 clusters Score -1.10306e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -11030574.000000 Penalty: 5447.155762
	Iteration 87Q: 3 clusters Score -1.103057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -11030593.000000 Penalty: 5447.155762
	Iteration 88Q: 3 clusters Score -1.103059e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 54989 members 
Entering Unmasked Estep 
Score: -11030619.000000 Penalty: 5447.155762
	Iteration 89Q: 3 clusters Score -1.103062e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -11030605.000000 Penalty: 5447.155762
	Iteration 90Q: 3 clusters Score -1.10306e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -11030598.000000 Penalty: 5447.155762
	Iteration 91Q: 3 clusters Score -1.10306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -11030590.000000 Penalty: 5447.155762
	Iteration 92Q: 3 clusters Score -1.103059e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -11030556.000000 Penalty: 5447.155762
	Iteration 93Q: 3 clusters Score -1.103056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -11030557.000000 Penalty: 5447.155762
	Iteration 94Q: 3 clusters Score -1.103056e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -11030554.000000 Penalty: 5447.155762
	Iteration 95Q: 3 clusters Score -1.103055e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -11030539.000000 Penalty: 5447.155762
	Iteration 96Q: 3 clusters Score -1.103054e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -11030521.000000 Penalty: 5447.155762
	Iteration 97Q: 3 clusters Score -1.103052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -11030499.000000 Penalty: 5447.155762
	Iteration 98Q: 3 clusters Score -1.10305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -11030462.000000 Penalty: 5447.155762
	Iteration 99Q: 3 clusters Score -1.103046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -11030467.000000 Penalty: 5447.155762
	Iteration 100F: 3 clusters Score -1.103047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -11030445.000000 Penalty: 5447.155762
	Iteration 101Q: 3 clusters Score -1.103044e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -11030442.000000 Penalty: 5447.155762
	Iteration 102Q: 3 clusters Score -1.103044e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 55692 members 
Entering Unmasked Estep 
Score: -11030448.000000 Penalty: 5447.155762
	Iteration 103Q: 3 clusters Score -1.103045e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -11030457.000000 Penalty: 5447.155762
	Iteration 104Q: 3 clusters Score -1.103046e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -11030447.000000 Penalty: 5447.155762
	Iteration 105Q: 3 clusters Score -1.103045e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -11030464.000000 Penalty: 5447.155762
	Iteration 106Q: 3 clusters Score -1.103046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -11030447.000000 Penalty: 5447.155762
	Iteration 107Q: 3 clusters Score -1.103045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 55833 members 
Entering Unmasked Estep 
Score: -11030448.000000 Penalty: 5447.155762
	Iteration 108Q: 3 clusters Score -1.103045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -11030440.000000 Penalty: 5447.155762
	Iteration 109Q: 3 clusters Score -1.103044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 55856 members 
Entering Unmasked Estep 
Score: -11030445.000000 Penalty: 5447.155762
	Iteration 110Q: 3 clusters Score -1.103044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 55864 members 
Entering Unmasked Estep 
Score: -11030444.000000 Penalty: 5447.155762
	Iteration 111Q: 3 clusters Score -1.103044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -11030431.000000 Penalty: 5447.155762
	Iteration 112Q: 3 clusters Score -1.103043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -11030421.000000 Penalty: 5447.155762
	Iteration 113Q: 3 clusters Score -1.103042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -11030433.000000 Penalty: 5447.155762
	Iteration 114Q: 3 clusters Score -1.103043e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -11030426.000000 Penalty: 5447.155762
	Iteration 115Q: 3 clusters Score -1.103043e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -11030420.000000 Penalty: 5447.155762
	Iteration 116Q: 3 clusters Score -1.103042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -11030419.000000 Penalty: 5447.155762
	Iteration 117Q: 3 clusters Score -1.103042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -11030420.000000 Penalty: 5447.155762
	Iteration 118Q: 3 clusters Score -1.103042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 55952 members 
Entering Unmasked Estep 
Score: -11030417.000000 Penalty: 5447.155762
	Iteration 119Q: 3 clusters Score -1.103042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -11030428.000000 Penalty: 5447.155762
	Iteration 120F: 3 clusters Score -1.103043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -11030424.000000 Penalty: 5447.155762
	Iteration 121Q: 3 clusters Score -1.103042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -11030427.000000 Penalty: 5447.155762
	Iteration 122Q: 3 clusters Score -1.103043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -11030425.000000 Penalty: 5447.155762
	Iteration 123Q: 3 clusters Score -1.103042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 55973 members 
Entering Unmasked Estep 
Score: -11030426.000000 Penalty: 5447.155762
	Iteration 124Q: 3 clusters Score -1.103043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -11030412.000000 Penalty: 5447.155762
	Iteration 125Q: 3 clusters Score -1.103041e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 55980 members 
Entering Unmasked Estep 
Score: -11030430.000000 Penalty: 5447.155762
	Iteration 126Q: 3 clusters Score -1.103043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 55985 members 
Entering Unmasked Estep 
Score: -11030427.000000 Penalty: 5447.155762
	Iteration 127Q: 3 clusters Score -1.103043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -11030428.000000 Penalty: 5447.155762
	Iteration 128Q: 3 clusters Score -1.103043e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -11030419.000000 Penalty: 5447.155762
	Iteration 129Q: 3 clusters Score -1.103042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 55996 members 
Entering Unmasked Estep 
Score: -11030434.000000 Penalty: 5447.155762
	Iteration 130Q: 3 clusters Score -1.103043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -11030430.000000 Penalty: 5447.155762
	Iteration 131Q: 3 clusters Score -1.103043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 56003 members 
Entering Unmasked Estep 
Score: -11030431.000000 Penalty: 5447.155762
	Iteration 132Q: 3 clusters Score -1.103043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -11030430.000000 Penalty: 5447.155762
	Iteration 133Q: 3 clusters Score -1.103043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 56007 members 
Entering Unmasked Estep 
Score: -11030442.000000 Penalty: 5447.155762
	Iteration 134Q: 3 clusters Score -1.103044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 56009 members 
Entering Unmasked Estep 
Score: -11030438.000000 Penalty: 5447.155762
	Iteration 135Q: 3 clusters Score -1.103044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -11030436.000000 Penalty: 5447.155762
	Iteration 136Q: 3 clusters Score -1.103044e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -11030436.000000 Penalty: 5447.155762
	Iteration 137F: 3 clusters Score -1.103044e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Entering Unmasked Estep 
Score: -9595685.000000 Penalty: 2690.018311
	Iteration 0F: 2 clusters Score -9595685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9563677.000000 Penalty: 5380.036621
	Iteration 0F: 3 clusters Score -9563677 nChanged 23787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -9576662.000000 Penalty: 5380.036621
	Iteration 1F: 3 clusters Score -9576662 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -9577137.000000 Penalty: 5380.036621
	Iteration 2Q: 3 clusters Score -9577137 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -9577681.000000 Penalty: 5380.036621
	Iteration 3Q: 3 clusters Score -9577681 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -9578111.000000 Penalty: 5380.036621
	Iteration 4Q: 3 clusters Score -9578111 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -9578620.000000 Penalty: 5380.036621
	Iteration 5Q: 3 clusters Score -9578620 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 29056 members 
Entering Unmasked Estep 
Score: -9579226.000000 Penalty: 5380.036621
	Iteration 6Q: 3 clusters Score -9579226 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -9580089.000000 Penalty: 5380.036621
	Iteration 7Q: 3 clusters Score -9580089 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -9581411.000000 Penalty: 5380.036621
	Iteration 8Q: 3 clusters Score -9581411 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -9583302.000000 Penalty: 5380.036621
	Iteration 9F: 3 clusters Score -9583302 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -9585636.000000 Penalty: 5380.036621
	Iteration 10F: 3 clusters Score -9585636 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -9587841.000000 Penalty: 5380.036621
	Iteration 11F: 3 clusters Score -9587841 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -9589475.000000 Penalty: 5380.036621
	Iteration 12Q: 3 clusters Score -9589475 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -9590624.000000 Penalty: 5380.036621
	Iteration 13Q: 3 clusters Score -9590624 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -9591473.000000 Penalty: 5380.036621
	Iteration 14Q: 3 clusters Score -9591473 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
Score: -9592059.000000 Penalty: 5380.036621
	Iteration 15Q: 3 clusters Score -9592059 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 46249 members 
Entering Unmasked Estep 
Score: -9592455.000000 Penalty: 5380.036621
	Iteration 16Q: 3 clusters Score -9592455 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -9592743.000000 Penalty: 5380.036621
	Iteration 17Q: 3 clusters Score -9592743 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -9592937.000000 Penalty: 5380.036621
	Iteration 18Q: 3 clusters Score -9592937 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -9593113.000000 Penalty: 5380.036621
	Iteration 19Q: 3 clusters Score -9593113 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -9593228.000000 Penalty: 5380.036621
	Iteration 20F: 3 clusters Score -9593228 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -9593285.000000 Penalty: 5380.036621
	Iteration 21Q: 3 clusters Score -9593285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9593341.000000 Penalty: 5380.036621
	Iteration 22Q: 3 clusters Score -9593341 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -9593389.000000 Penalty: 5380.036621
	Iteration 23Q: 3 clusters Score -9593389 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -9593432.000000 Penalty: 5380.036621
	Iteration 24Q: 3 clusters Score -9593432 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -9593464.000000 Penalty: 5380.036621
	Iteration 25Q: 3 clusters Score -9593464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9593494.000000 Penalty: 5380.036621
	Iteration 26Q: 3 clusters Score -9593494 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -9593497.000000 Penalty: 5380.036621
	Iteration 27Q: 3 clusters Score -9593497 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -9593507.000000 Penalty: 5380.036621
	Iteration 28Q: 3 clusters Score -9593507 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 49819 members 
Entering Unmasked Estep 
Score: -9593543.000000 Penalty: 5380.036621
	Iteration 29Q: 3 clusters Score -9593543 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -9593571.000000 Penalty: 5380.036621
	Iteration 30Q: 3 clusters Score -9593571 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -9593579.000000 Penalty: 5380.036621
	Iteration 31Q: 3 clusters Score -9593579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -9593597.000000 Penalty: 5380.036621
	Iteration 32Q: 3 clusters Score -9593597 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -9593616.000000 Penalty: 5380.036621
	Iteration 33Q: 3 clusters Score -9593616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -9593625.000000 Penalty: 5380.036621
	Iteration 34Q: 3 clusters Score -9593625 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 50157 members 
Entering Unmasked Estep 
Score: -9593650.000000 Penalty: 5380.036621
	Iteration 35Q: 3 clusters Score -9593650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -9593655.000000 Penalty: 5380.036621
	Iteration 36Q: 3 clusters Score -9593655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -9593670.000000 Penalty: 5380.036621
	Iteration 37Q: 3 clusters Score -9593670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9593666.000000 Penalty: 5380.036621
	Iteration 38Q: 3 clusters Score -9593666 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9593674.000000 Penalty: 5380.036621
	Iteration 39Q: 3 clusters Score -9593674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -9593687.000000 Penalty: 5380.036621
	Iteration 40F: 3 clusters Score -9593687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9593693.000000 Penalty: 5380.036621
	Iteration 41Q: 3 clusters Score -9593693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -9593685.000000 Penalty: 5380.036621
	Iteration 42Q: 3 clusters Score -9593685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9593695.000000 Penalty: 5380.036621
	Iteration 43Q: 3 clusters Score -9593695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9593693.000000 Penalty: 5380.036621
	Iteration 44Q: 3 clusters Score -9593693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -9593691.000000 Penalty: 5380.036621
	Iteration 45Q: 3 clusters Score -9593691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9593689.000000 Penalty: 5380.036621
	Iteration 46Q: 3 clusters Score -9593689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -9593692.000000 Penalty: 5380.036621
	Iteration 47Q: 3 clusters Score -9593692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -9593695.000000 Penalty: 5380.036621
	Iteration 48Q: 3 clusters Score -9593695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9593697.000000 Penalty: 5380.036621
	Iteration 49Q: 3 clusters Score -9593697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -9593699.000000 Penalty: 5380.036621
	Iteration 50Q: 3 clusters Score -9593699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9593701.000000 Penalty: 5380.036621
	Iteration 51Q: 3 clusters Score -9593701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 50404 members 
Entering Unmasked Estep 
Score: -9593706.000000 Penalty: 5380.036621
	Iteration 52Q: 3 clusters Score -9593706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -9593698.000000 Penalty: 5380.036621
	Iteration 53Q: 3 clusters Score -9593698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -9593698.000000 Penalty: 5380.036621
	Iteration 54Q: 3 clusters Score -9593698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -9593704.000000 Penalty: 5380.036621
	Iteration 55Q: 3 clusters Score -9593704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -9593707.000000 Penalty: 5380.036621
	Iteration 56Q: 3 clusters Score -9593707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -9593704.000000 Penalty: 5380.036621
	Iteration 57Q: 3 clusters Score -9593704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 50434 members 
Entering Unmasked Estep 
Score: -9593713.000000 Penalty: 5380.036621
	Iteration 58Q: 3 clusters Score -9593713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -9593705.000000 Penalty: 5380.036621
	Iteration 59Q: 3 clusters Score -9593705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -9593707.000000 Penalty: 5380.036621
	Iteration 60F: 3 clusters Score -9593707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50453 members 
Entering Unmasked Estep 
Score: -9593714.000000 Penalty: 5380.036621
	Iteration 61Q: 3 clusters Score -9593714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50458 members 
Entering Unmasked Estep 
Score: -9593713.000000 Penalty: 5380.036621
	Iteration 62Q: 3 clusters Score -9593713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -9593705.000000 Penalty: 5380.036621
	Iteration 63Q: 3 clusters Score -9593705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -9593700.000000 Penalty: 5380.036621
	Iteration 64Q: 3 clusters Score -9593700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -9593710.000000 Penalty: 5380.036621
	Iteration 65Q: 3 clusters Score -9593710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -9593725.000000 Penalty: 5380.036621
	Iteration 66Q: 3 clusters Score -9593725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -9593748.000000 Penalty: 5380.036621
	Iteration 67Q: 3 clusters Score -9593748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -9593760.000000 Penalty: 5380.036621
	Iteration 68Q: 3 clusters Score -9593760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9593757.000000 Penalty: 5380.036621
	Iteration 69Q: 3 clusters Score -9593757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -9593761.000000 Penalty: 5380.036621
	Iteration 70Q: 3 clusters Score -9593761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 50523 members 
Entering Unmasked Estep 
Score: -9593772.000000 Penalty: 5380.036621
	Iteration 71Q: 3 clusters Score -9593772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -9593764.000000 Penalty: 5380.036621
	Iteration 72Q: 3 clusters Score -9593764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -9593764.000000 Penalty: 5380.036621
	Iteration 73F: 3 clusters Score -9593764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -749898.812500 Penalty: 2057.666992
	Iteration 0F: 2 clusters Score -749898.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -745997.312500 Penalty: 4115.333984
	Iteration 0F: 3 clusters Score -745997.3 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -746841.562500 Penalty: 4115.333984
	Iteration 1F: 3 clusters Score -746841.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -747013.500000 Penalty: 4115.333984
	Iteration 2F: 3 clusters Score -747013.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -747136.062500 Penalty: 4115.333984
	Iteration 3Q: 3 clusters Score -747136.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -747208.312500 Penalty: 4115.333984
	Iteration 4Q: 3 clusters Score -747208.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -747258.750000 Penalty: 4115.333984
	Iteration 5Q: 3 clusters Score -747258.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -747297.500000 Penalty: 4115.333984
	Iteration 6Q: 3 clusters Score -747297.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -747333.500000 Penalty: 4115.333984
	Iteration 7Q: 3 clusters Score -747333.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -747376.500000 Penalty: 4115.333984
	Iteration 8Q: 3 clusters Score -747376.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -747413.125000 Penalty: 4115.333984
	Iteration 9Q: 3 clusters Score -747413.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -747447.062500 Penalty: 4115.333984
	Iteration 10Q: 3 clusters Score -747447.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -747476.125000 Penalty: 4115.333984
	Iteration 11Q: 3 clusters Score -747476.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -747499.062500 Penalty: 4115.333984
	Iteration 12Q: 3 clusters Score -747499.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -747513.625000 Penalty: 4115.333984
	Iteration 13Q: 3 clusters Score -747513.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -747535.812500 Penalty: 4115.333984
	Iteration 14Q: 3 clusters Score -747535.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -747560.625000 Penalty: 4115.333984
	Iteration 15Q: 3 clusters Score -747560.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -747582.062500 Penalty: 4115.333984
	Iteration 16Q: 3 clusters Score -747582.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -747600.312500 Penalty: 4115.333984
	Iteration 17Q: 3 clusters Score -747600.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -747617.625000 Penalty: 4115.333984
	Iteration 18Q: 3 clusters Score -747617.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -747637.062500 Penalty: 4115.333984
	Iteration 19Q: 3 clusters Score -747637.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -747656.187500 Penalty: 4115.333984
	Iteration 20F: 3 clusters Score -747656.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -747681.062500 Penalty: 4115.333984
	Iteration 21Q: 3 clusters Score -747681.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -747703.562500 Penalty: 4115.333984
	Iteration 22Q: 3 clusters Score -747703.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -747734.375000 Penalty: 4115.333984
	Iteration 23Q: 3 clusters Score -747734.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -747755.187500 Penalty: 4115.333984
	Iteration 24Q: 3 clusters Score -747755.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -747777.625000 Penalty: 4115.333984
	Iteration 25Q: 3 clusters Score -747777.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -747793.812500 Penalty: 4115.333984
	Iteration 26Q: 3 clusters Score -747793.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -747813.375000 Penalty: 4115.333984
	Iteration 27Q: 3 clusters Score -747813.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -747836.250000 Penalty: 4115.333984
	Iteration 28Q: 3 clusters Score -747836.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -747866.125000 Penalty: 4115.333984
	Iteration 29Q: 3 clusters Score -747866.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -747889.875000 Penalty: 4115.333984
	Iteration 30Q: 3 clusters Score -747889.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -747909.500000 Penalty: 4115.333984
	Iteration 31Q: 3 clusters Score -747909.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -747927.062500 Penalty: 4115.333984
	Iteration 32Q: 3 clusters Score -747927.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -747945.437500 Penalty: 4115.333984
	Iteration 33Q: 3 clusters Score -747945.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -747969.750000 Penalty: 4115.333984
	Iteration 34Q: 3 clusters Score -747969.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -747985.500000 Penalty: 4115.333984
	Iteration 35Q: 3 clusters Score -747985.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -748015.750000 Penalty: 4115.333984
	Iteration 36Q: 3 clusters Score -748015.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -748056.062500 Penalty: 4115.333984
	Iteration 37Q: 3 clusters Score -748056.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -748090.062500 Penalty: 4115.333984
	Iteration 38Q: 3 clusters Score -748090.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -748117.687500 Penalty: 4115.333984
	Iteration 39Q: 3 clusters Score -748117.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -748141.250000 Penalty: 4115.333984
	Iteration 40F: 3 clusters Score -748141.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -748165.250000 Penalty: 4115.333984
	Iteration 41Q: 3 clusters Score -748165.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -748184.875000 Penalty: 4115.333984
	Iteration 42Q: 3 clusters Score -748184.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -748195.187500 Penalty: 4115.333984
	Iteration 43Q: 3 clusters Score -748195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -748205.437500 Penalty: 4115.333984
	Iteration 44Q: 3 clusters Score -748205.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -748216.687500 Penalty: 4115.333984
	Iteration 45Q: 3 clusters Score -748216.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -748225.937500 Penalty: 4115.333984
	Iteration 46Q: 3 clusters Score -748225.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -748234.625000 Penalty: 4115.333984
	Iteration 47Q: 3 clusters Score -748234.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -748243.937500 Penalty: 4115.333984
	Iteration 48Q: 3 clusters Score -748243.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -748253.750000 Penalty: 4115.333984
	Iteration 49Q: 3 clusters Score -748253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -748265.000000 Penalty: 4115.333984
	Iteration 50Q: 3 clusters Score -748265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -748269.437500 Penalty: 4115.333984
	Iteration 51Q: 3 clusters Score -748269.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -748274.125000 Penalty: 4115.333984
	Iteration 52Q: 3 clusters Score -748274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -748276.937500 Penalty: 4115.333984
	Iteration 53Q: 3 clusters Score -748276.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -748280.375000 Penalty: 4115.333984
	Iteration 54Q: 3 clusters Score -748280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -748284.000000 Penalty: 4115.333984
	Iteration 55Q: 3 clusters Score -748284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -748285.000000 Penalty: 4115.333984
	Iteration 56Q: 3 clusters Score -748285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -748289.500000 Penalty: 4115.333984
	Iteration 57Q: 3 clusters Score -748289.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -748292.937500 Penalty: 4115.333984
	Iteration 58Q: 3 clusters Score -748292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -748293.187500 Penalty: 4115.333984
	Iteration 59Q: 3 clusters Score -748293.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -748297.187500 Penalty: 4115.333984
	Iteration 60F: 3 clusters Score -748297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -748298.687500 Penalty: 4115.333984
	Iteration 61Q: 3 clusters Score -748298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -748300.250000 Penalty: 4115.333984
	Iteration 62Q: 3 clusters Score -748300.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -748299.812500 Penalty: 4115.333984
	Iteration 63Q: 3 clusters Score -748299.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -748301.250000 Penalty: 4115.333984
	Iteration 64Q: 3 clusters Score -748301.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -748301.625000 Penalty: 4115.333984
	Iteration 65Q: 3 clusters Score -748301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -748302.875000 Penalty: 4115.333984
	Iteration 66Q: 3 clusters Score -748302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -748303.750000 Penalty: 4115.333984
	Iteration 67Q: 3 clusters Score -748303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -748303.750000 Penalty: 4115.333984
	Iteration 68F: 3 clusters Score -748303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53471.121094 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53471.12 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53852.183594 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53852.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54073.542969 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54073.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54207.472656 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -54207.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54299.082031 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54299.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54343.531250 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54343.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54388.550781 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54388.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54399.933594 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54399.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54406.742188 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -54406.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54420.644531 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -54420.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54422.363281 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -54422.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54427.812500 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -54427.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54434.222656 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -54434.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54448.039062 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -54448.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54451.863281 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -54451.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54468.691406 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -54468.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54470.593750 Penalty: 3084.425781
	Iteration 16Q: 3 clusters Score -54470.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54470.593750 Penalty: 3084.425781
	Iteration 17F: 3 clusters Score -54470.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -183297.968750 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -183298 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 526 members 
Entering Unmasked Estep 
Score: -181310.578125 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -181310.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -181673.718750 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -181673.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -181845.390625 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -181845.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -181969.437500 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -181969.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -182113.546875 Penalty: 3450.918701
	Iteration 4F: 3 clusters Score -182113.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -182216.109375 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -182216.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -182310.562500 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -182310.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -182357.031250 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -182357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -182387.281250 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -182387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -182411.828125 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -182411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -182421.390625 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -182421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -182434.625000 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -182434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -182438.515625 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -182438.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -182445.703125 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -182445.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -182449.937500 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -182449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -182449.937500 Penalty: 3450.918701
	Iteration 15F: 3 clusters Score -182449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Entering Unmasked Estep 
Score: -9169463.000000 Penalty: 2678.780029
	Iteration 0F: 2 clusters Score -9169463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -9138556.000000 Penalty: 5357.560059
	Iteration 0F: 3 clusters Score -9138556 nChanged 22701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -9151061.000000 Penalty: 5357.560059
	Iteration 1F: 3 clusters Score -9151061 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -9151627.000000 Penalty: 5357.560059
	Iteration 2Q: 3 clusters Score -9151627 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -9152271.000000 Penalty: 5357.560059
	Iteration 3Q: 3 clusters Score -9152271 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -9152959.000000 Penalty: 5357.560059
	Iteration 4Q: 3 clusters Score -9152959 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9153860.000000 Penalty: 5357.560059
	Iteration 5Q: 3 clusters Score -9153860 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -9155037.000000 Penalty: 5357.560059
	Iteration 6Q: 3 clusters Score -9155037 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -9156575.000000 Penalty: 5357.560059
	Iteration 7F: 3 clusters Score -9156575 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -9158620.000000 Penalty: 5357.560059
	Iteration 8F: 3 clusters Score -9158620 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -9160940.000000 Penalty: 5357.560059
	Iteration 9F: 3 clusters Score -9160940 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -9163427.000000 Penalty: 5357.560059
	Iteration 10F: 3 clusters Score -9163427 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -9165486.000000 Penalty: 5357.560059
	Iteration 11F: 3 clusters Score -9165486 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 37887 members 
Entering Unmasked Estep 
Score: -9166550.000000 Penalty: 5357.560059
	Iteration 12Q: 3 clusters Score -9166550 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -9167200.000000 Penalty: 5357.560059
	Iteration 13Q: 3 clusters Score -9167200 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -9167707.000000 Penalty: 5357.560059
	Iteration 14Q: 3 clusters Score -9167707 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -9168127.000000 Penalty: 5357.560059
	Iteration 15Q: 3 clusters Score -9168127 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -9168413.000000 Penalty: 5357.560059
	Iteration 16Q: 3 clusters Score -9168413 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -9168567.000000 Penalty: 5357.560059
	Iteration 17Q: 3 clusters Score -9168567 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -9168674.000000 Penalty: 5357.560059
	Iteration 18Q: 3 clusters Score -9168674 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -9168822.000000 Penalty: 5357.560059
	Iteration 19Q: 3 clusters Score -9168822 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -9168829.000000 Penalty: 5357.560059
	Iteration 20F: 3 clusters Score -9168829 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -9168822.000000 Penalty: 5357.560059
	Iteration 21Q: 3 clusters Score -9168822 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -9168801.000000 Penalty: 5357.560059
	Iteration 22Q: 3 clusters Score -9168801 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -9168800.000000 Penalty: 5357.560059
	Iteration 23Q: 3 clusters Score -9168800 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9168733.000000 Penalty: 5357.560059
	Iteration 24Q: 3 clusters Score -9168733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -9168717.000000 Penalty: 5357.560059
	Iteration 25Q: 3 clusters Score -9168717 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -9168659.000000 Penalty: 5357.560059
	Iteration 26Q: 3 clusters Score -9168659 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -9168605.000000 Penalty: 5357.560059
	Iteration 27Q: 3 clusters Score -9168605 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -9168574.000000 Penalty: 5357.560059
	Iteration 28Q: 3 clusters Score -9168574 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -9168560.000000 Penalty: 5357.560059
	Iteration 29Q: 3 clusters Score -9168560 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9168544.000000 Penalty: 5357.560059
	Iteration 30Q: 3 clusters Score -9168544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -9168576.000000 Penalty: 5357.560059
	Iteration 31Q: 3 clusters Score -9168576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -9168566.000000 Penalty: 5357.560059
	Iteration 32Q: 3 clusters Score -9168566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -9168553.000000 Penalty: 5357.560059
	Iteration 33Q: 3 clusters Score -9168553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -9168550.000000 Penalty: 5357.560059
	Iteration 34Q: 3 clusters Score -9168550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -9168542.000000 Penalty: 5357.560059
	Iteration 35Q: 3 clusters Score -9168542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 47138 members 
Entering Unmasked Estep 
Score: -9168539.000000 Penalty: 5357.560059
	Iteration 36Q: 3 clusters Score -9168539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -9168532.000000 Penalty: 5357.560059
	Iteration 37Q: 3 clusters Score -9168532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47180 members 
Entering Unmasked Estep 
Score: -9168522.000000 Penalty: 5357.560059
	Iteration 38Q: 3 clusters Score -9168522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -9168520.000000 Penalty: 5357.560059
	Iteration 39Q: 3 clusters Score -9168520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -9168512.000000 Penalty: 5357.560059
	Iteration 40F: 3 clusters Score -9168512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -9168510.000000 Penalty: 5357.560059
	Iteration 41Q: 3 clusters Score -9168510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -9168514.000000 Penalty: 5357.560059
	Iteration 42Q: 3 clusters Score -9168514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 47260 members 
Entering Unmasked Estep 
Score: -9168514.000000 Penalty: 5357.560059
	Iteration 43Q: 3 clusters Score -9168514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9168510.000000 Penalty: 5357.560059
	Iteration 44Q: 3 clusters Score -9168510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -9168510.000000 Penalty: 5357.560059
	Iteration 45Q: 3 clusters Score -9168510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -9168504.000000 Penalty: 5357.560059
	Iteration 46Q: 3 clusters Score -9168504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -9168508.000000 Penalty: 5357.560059
	Iteration 47Q: 3 clusters Score -9168508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -9168502.000000 Penalty: 5357.560059
	Iteration 48Q: 3 clusters Score -9168502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -9168493.000000 Penalty: 5357.560059
	Iteration 49Q: 3 clusters Score -9168493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -9168496.000000 Penalty: 5357.560059
	Iteration 50Q: 3 clusters Score -9168496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -9168484.000000 Penalty: 5357.560059
	Iteration 51Q: 3 clusters Score -9168484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -9168491.000000 Penalty: 5357.560059
	Iteration 52Q: 3 clusters Score -9168491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -9168478.000000 Penalty: 5357.560059
	Iteration 53Q: 3 clusters Score -9168478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -9168483.000000 Penalty: 5357.560059
	Iteration 54Q: 3 clusters Score -9168483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -9168498.000000 Penalty: 5357.560059
	Iteration 55Q: 3 clusters Score -9168498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9168491.000000 Penalty: 5357.560059
	Iteration 56Q: 3 clusters Score -9168491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9168491.000000 Penalty: 5357.560059
	Iteration 57F: 3 clusters Score -9168491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Entering Unmasked Estep 
Score: -4336581.000000 Penalty: 2499.538574
	Iteration 0F: 2 clusters Score -4336581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -4320064.000000 Penalty: 4999.077148
	Iteration 0F: 3 clusters Score -4320064 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -4325659.000000 Penalty: 4999.077148
	Iteration 1F: 3 clusters Score -4325659 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -4325990.000000 Penalty: 4999.077148
	Iteration 2Q: 3 clusters Score -4325990 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -4326326.500000 Penalty: 4999.077148
	Iteration 3Q: 3 clusters Score -4326326 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4326646.000000 Penalty: 4999.077148
	Iteration 4Q: 3 clusters Score -4326646 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4327109.000000 Penalty: 4999.077148
	Iteration 5Q: 3 clusters Score -4327109 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -4327762.500000 Penalty: 4999.077148
	Iteration 6Q: 3 clusters Score -4327762 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4328705.000000 Penalty: 4999.077148
	Iteration 7F: 3 clusters Score -4328705 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4329974.500000 Penalty: 4999.077148
	Iteration 8F: 3 clusters Score -4329974 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -4331373.000000 Penalty: 4999.077148
	Iteration 9F: 3 clusters Score -4331373 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -4332579.500000 Penalty: 4999.077148
	Iteration 10F: 3 clusters Score -4332580 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4333538.500000 Penalty: 4999.077148
	Iteration 11Q: 3 clusters Score -4333538 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -4334254.000000 Penalty: 4999.077148
	Iteration 12Q: 3 clusters Score -4334254 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -4334622.000000 Penalty: 4999.077148
	Iteration 13Q: 3 clusters Score -4334622 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4334791.000000 Penalty: 4999.077148
	Iteration 14Q: 3 clusters Score -4334791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -4334840.000000 Penalty: 4999.077148
	Iteration 15Q: 3 clusters Score -4334840 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -4334871.500000 Penalty: 4999.077148
	Iteration 16Q: 3 clusters Score -4334872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4334885.500000 Penalty: 4999.077148
	Iteration 17Q: 3 clusters Score -4334886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -4334900.500000 Penalty: 4999.077148
	Iteration 18Q: 3 clusters Score -4334900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -4334907.000000 Penalty: 4999.077148
	Iteration 19Q: 3 clusters Score -4334907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4334914.500000 Penalty: 4999.077148
	Iteration 20F: 3 clusters Score -4334914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -4334912.500000 Penalty: 4999.077148
	Iteration 21Q: 3 clusters Score -4334912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -4334917.000000 Penalty: 4999.077148
	Iteration 22Q: 3 clusters Score -4334917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -4334918.500000 Penalty: 4999.077148
	Iteration 23Q: 3 clusters Score -4334918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -4334919.500000 Penalty: 4999.077148
	Iteration 24Q: 3 clusters Score -4334920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4334925.000000 Penalty: 4999.077148
	Iteration 25Q: 3 clusters Score -4334925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -4334928.500000 Penalty: 4999.077148
	Iteration 26Q: 3 clusters Score -4334928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4334925.500000 Penalty: 4999.077148
	Iteration 27Q: 3 clusters Score -4334926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -4334925.500000 Penalty: 4999.077148
	Iteration 28F: 3 clusters Score -4334926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (37899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Entering Unmasked Estep 
Score: -7048714.500000 Penalty: 2614.584473
	Iteration 0F: 2 clusters Score -7048714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7023336.000000 Penalty: 5229.168945
	Iteration 0F: 3 clusters Score -7023336 nChanged 17425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -7033081.500000 Penalty: 5229.168945
	Iteration 1F: 3 clusters Score -7033082 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -7033522.500000 Penalty: 5229.168945
	Iteration 2Q: 3 clusters Score -7033522 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7033897.000000 Penalty: 5229.168945
	Iteration 3Q: 3 clusters Score -7033897 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -7034325.000000 Penalty: 5229.168945
	Iteration 4Q: 3 clusters Score -7034325 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -7034695.500000 Penalty: 5229.168945
	Iteration 5Q: 3 clusters Score -7034696 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -7035135.500000 Penalty: 5229.168945
	Iteration 6Q: 3 clusters Score -7035136 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -7035714.500000 Penalty: 5229.168945
	Iteration 7Q: 3 clusters Score -7035714 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -7036447.000000 Penalty: 5229.168945
	Iteration 8Q: 3 clusters Score -7036447 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -7037414.500000 Penalty: 5229.168945
	Iteration 9Q: 3 clusters Score -7037414 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -7038597.500000 Penalty: 5229.168945
	Iteration 10Q: 3 clusters Score -7038598 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -7039948.000000 Penalty: 5229.168945
	Iteration 11F: 3 clusters Score -7039948 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -7041041.500000 Penalty: 5229.168945
	Iteration 12F: 3 clusters Score -7041042 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -7041738.500000 Penalty: 5229.168945
	Iteration 13Q: 3 clusters Score -7041738 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -7042126.500000 Penalty: 5229.168945
	Iteration 14Q: 3 clusters Score -7042126 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -7042337.000000 Penalty: 5229.168945
	Iteration 15Q: 3 clusters Score -7042337 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -7042587.000000 Penalty: 5229.168945
	Iteration 16Q: 3 clusters Score -7042587 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -7042744.000000 Penalty: 5229.168945
	Iteration 17Q: 3 clusters Score -7042744 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -7042897.000000 Penalty: 5229.168945
	Iteration 18Q: 3 clusters Score -7042897 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -7042995.000000 Penalty: 5229.168945
	Iteration 19Q: 3 clusters Score -7042995 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7043119.500000 Penalty: 5229.168945
	Iteration 20F: 3 clusters Score -7043120 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -7043236.000000 Penalty: 5229.168945
	Iteration 21Q: 3 clusters Score -7043236 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -7043324.500000 Penalty: 5229.168945
	Iteration 22Q: 3 clusters Score -7043324 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7043407.500000 Penalty: 5229.168945
	Iteration 23Q: 3 clusters Score -7043408 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -7043510.500000 Penalty: 5229.168945
	Iteration 24Q: 3 clusters Score -7043510 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -7043560.500000 Penalty: 5229.168945
	Iteration 25Q: 3 clusters Score -7043560 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -7043648.000000 Penalty: 5229.168945
	Iteration 26Q: 3 clusters Score -7043648 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -7043725.000000 Penalty: 5229.168945
	Iteration 27Q: 3 clusters Score -7043725 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -7043794.500000 Penalty: 5229.168945
	Iteration 28Q: 3 clusters Score -7043794 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -7043869.000000 Penalty: 5229.168945
	Iteration 29Q: 3 clusters Score -7043869 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -7043886.000000 Penalty: 5229.168945
	Iteration 30Q: 3 clusters Score -7043886 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -7043900.000000 Penalty: 5229.168945
	Iteration 31Q: 3 clusters Score -7043900 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -7043946.500000 Penalty: 5229.168945
	Iteration 32Q: 3 clusters Score -7043946 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -7043963.000000 Penalty: 5229.168945
	Iteration 33Q: 3 clusters Score -7043963 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -7044007.500000 Penalty: 5229.168945
	Iteration 34Q: 3 clusters Score -7044008 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -7044037.500000 Penalty: 5229.168945
	Iteration 35Q: 3 clusters Score -7044038 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -7044065.500000 Penalty: 5229.168945
	Iteration 36Q: 3 clusters Score -7044066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -7044062.000000 Penalty: 5229.168945
	Iteration 37Q: 3 clusters Score -7044062 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -7044102.500000 Penalty: 5229.168945
	Iteration 38Q: 3 clusters Score -7044102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -7044145.500000 Penalty: 5229.168945
	Iteration 39Q: 3 clusters Score -7044146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -7044141.000000 Penalty: 5229.168945
	Iteration 40F: 3 clusters Score -7044141 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7044141.500000 Penalty: 5229.168945
	Iteration 41Q: 3 clusters Score -7044142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -7044158.000000 Penalty: 5229.168945
	Iteration 42Q: 3 clusters Score -7044158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -7044190.500000 Penalty: 5229.168945
	Iteration 43Q: 3 clusters Score -7044190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -7044199.000000 Penalty: 5229.168945
	Iteration 44Q: 3 clusters Score -7044199 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7044197.500000 Penalty: 5229.168945
	Iteration 45Q: 3 clusters Score -7044198 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -7044199.000000 Penalty: 5229.168945
	Iteration 46Q: 3 clusters Score -7044199 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7044207.000000 Penalty: 5229.168945
	Iteration 47Q: 3 clusters Score -7044207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -7044203.000000 Penalty: 5229.168945
	Iteration 48Q: 3 clusters Score -7044203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -7044198.000000 Penalty: 5229.168945
	Iteration 49Q: 3 clusters Score -7044198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -7044206.000000 Penalty: 5229.168945
	Iteration 50Q: 3 clusters Score -7044206 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -7044204.500000 Penalty: 5229.168945
	Iteration 51Q: 3 clusters Score -7044204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -7044195.500000 Penalty: 5229.168945
	Iteration 52Q: 3 clusters Score -7044196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -7044201.500000 Penalty: 5229.168945
	Iteration 53Q: 3 clusters Score -7044202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7044201.500000 Penalty: 5229.168945
	Iteration 54Q: 3 clusters Score -7044202 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7044206.000000 Penalty: 5229.168945
	Iteration 55Q: 3 clusters Score -7044206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -7044200.000000 Penalty: 5229.168945
	Iteration 56Q: 3 clusters Score -7044200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7044188.000000 Penalty: 5229.168945
	Iteration 57Q: 3 clusters Score -7044188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -7044184.000000 Penalty: 5229.168945
	Iteration 58Q: 3 clusters Score -7044184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -7044189.500000 Penalty: 5229.168945
	Iteration 59Q: 3 clusters Score -7044190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -7044197.000000 Penalty: 5229.168945
	Iteration 60F: 3 clusters Score -7044197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7044192.500000 Penalty: 5229.168945
	Iteration 61Q: 3 clusters Score -7044192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -7044189.000000 Penalty: 5229.168945
	Iteration 62Q: 3 clusters Score -7044189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -7044187.000000 Penalty: 5229.168945
	Iteration 63Q: 3 clusters Score -7044187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -7044200.000000 Penalty: 5229.168945
	Iteration 64Q: 3 clusters Score -7044200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -7044199.000000 Penalty: 5229.168945
	Iteration 65Q: 3 clusters Score -7044199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -7044195.500000 Penalty: 5229.168945
	Iteration 66Q: 3 clusters Score -7044196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -7044193.500000 Penalty: 5229.168945
	Iteration 67Q: 3 clusters Score -7044194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -7044193.500000 Penalty: 5229.168945
	Iteration 68Q: 3 clusters Score -7044194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -7044193.500000 Penalty: 5229.168945
	Iteration 69Q: 3 clusters Score -7044194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -7044196.500000 Penalty: 5229.168945
	Iteration 70Q: 3 clusters Score -7044196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -7044197.500000 Penalty: 5229.168945
	Iteration 71Q: 3 clusters Score -7044198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -7044189.500000 Penalty: 5229.168945
	Iteration 72Q: 3 clusters Score -7044190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7044183.500000 Penalty: 5229.168945
	Iteration 73Q: 3 clusters Score -7044184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7044188.000000 Penalty: 5229.168945
	Iteration 74Q: 3 clusters Score -7044188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7044185.000000 Penalty: 5229.168945
	Iteration 75Q: 3 clusters Score -7044185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7044183.500000 Penalty: 5229.168945
	Iteration 76Q: 3 clusters Score -7044184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -7044190.000000 Penalty: 5229.168945
	Iteration 77Q: 3 clusters Score -7044190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -7044193.000000 Penalty: 5229.168945
	Iteration 78Q: 3 clusters Score -7044193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7044197.000000 Penalty: 5229.168945
	Iteration 79Q: 3 clusters Score -7044197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7044195.500000 Penalty: 5229.168945
	Iteration 80F: 3 clusters Score -7044196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -7044194.500000 Penalty: 5229.168945
	Iteration 81Q: 3 clusters Score -7044194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7044191.000000 Penalty: 5229.168945
	Iteration 82Q: 3 clusters Score -7044191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -7044191.000000 Penalty: 5229.168945
	Iteration 83Q: 3 clusters Score -7044191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7044193.000000 Penalty: 5229.168945
	Iteration 84Q: 3 clusters Score -7044193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7044193.000000 Penalty: 5229.168945
	Iteration 85F: 3 clusters Score -7044193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Entering Unmasked Estep 
Score: -733453.812500 Penalty: 2057.976074
	Iteration 0F: 2 clusters Score -733453.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -729589.062500 Penalty: 4115.952148
	Iteration 0F: 3 clusters Score -729589.1 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -730325.125000 Penalty: 4115.952148
	Iteration 1F: 3 clusters Score -730325.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -730493.687500 Penalty: 4115.952148
	Iteration 2F: 3 clusters Score -730493.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -730602.312500 Penalty: 4115.952148
	Iteration 3Q: 3 clusters Score -730602.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -730671.250000 Penalty: 4115.952148
	Iteration 4Q: 3 clusters Score -730671.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -730731.250000 Penalty: 4115.952148
	Iteration 5Q: 3 clusters Score -730731.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -730780.187500 Penalty: 4115.952148
	Iteration 6Q: 3 clusters Score -730780.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -730814.250000 Penalty: 4115.952148
	Iteration 7Q: 3 clusters Score -730814.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -730839.812500 Penalty: 4115.952148
	Iteration 8Q: 3 clusters Score -730839.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -730863.000000 Penalty: 4115.952148
	Iteration 9Q: 3 clusters Score -730863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -730881.625000 Penalty: 4115.952148
	Iteration 10Q: 3 clusters Score -730881.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -730913.187500 Penalty: 4115.952148
	Iteration 11Q: 3 clusters Score -730913.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -730946.000000 Penalty: 4115.952148
	Iteration 12Q: 3 clusters Score -730946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -730971.812500 Penalty: 4115.952148
	Iteration 13Q: 3 clusters Score -730971.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -730989.750000 Penalty: 4115.952148
	Iteration 14Q: 3 clusters Score -730989.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -731005.812500 Penalty: 4115.952148
	Iteration 15Q: 3 clusters Score -731005.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -731021.812500 Penalty: 4115.952148
	Iteration 16Q: 3 clusters Score -731021.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -731039.562500 Penalty: 4115.952148
	Iteration 17Q: 3 clusters Score -731039.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -731057.937500 Penalty: 4115.952148
	Iteration 18Q: 3 clusters Score -731057.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -731074.125000 Penalty: 4115.952148
	Iteration 19Q: 3 clusters Score -731074.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -731091.875000 Penalty: 4115.952148
	Iteration 20F: 3 clusters Score -731091.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -731110.875000 Penalty: 4115.952148
	Iteration 21Q: 3 clusters Score -731110.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -731132.375000 Penalty: 4115.952148
	Iteration 22Q: 3 clusters Score -731132.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -731153.000000 Penalty: 4115.952148
	Iteration 23Q: 3 clusters Score -731153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -731172.250000 Penalty: 4115.952148
	Iteration 24Q: 3 clusters Score -731172.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -731193.312500 Penalty: 4115.952148
	Iteration 25Q: 3 clusters Score -731193.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -731206.062500 Penalty: 4115.952148
	Iteration 26Q: 3 clusters Score -731206.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -731222.687500 Penalty: 4115.952148
	Iteration 27Q: 3 clusters Score -731222.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -731244.562500 Penalty: 4115.952148
	Iteration 28Q: 3 clusters Score -731244.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -731268.937500 Penalty: 4115.952148
	Iteration 29Q: 3 clusters Score -731268.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -731303.562500 Penalty: 4115.952148
	Iteration 30Q: 3 clusters Score -731303.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -731337.687500 Penalty: 4115.952148
	Iteration 31Q: 3 clusters Score -731337.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -731368.125000 Penalty: 4115.952148
	Iteration 32Q: 3 clusters Score -731368.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -731401.750000 Penalty: 4115.952148
	Iteration 33Q: 3 clusters Score -731401.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -731423.562500 Penalty: 4115.952148
	Iteration 34Q: 3 clusters Score -731423.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -731437.937500 Penalty: 4115.952148
	Iteration 35Q: 3 clusters Score -731437.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -731455.312500 Penalty: 4115.952148
	Iteration 36Q: 3 clusters Score -731455.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -731472.250000 Penalty: 4115.952148
	Iteration 37Q: 3 clusters Score -731472.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -731490.312500 Penalty: 4115.952148
	Iteration 38Q: 3 clusters Score -731490.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -731508.625000 Penalty: 4115.952148
	Iteration 39Q: 3 clusters Score -731508.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -731523.562500 Penalty: 4115.952148
	Iteration 40F: 3 clusters Score -731523.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -731536.312500 Penalty: 4115.952148
	Iteration 41Q: 3 clusters Score -731536.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -731546.875000 Penalty: 4115.952148
	Iteration 42Q: 3 clusters Score -731546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -731554.937500 Penalty: 4115.952148
	Iteration 43Q: 3 clusters Score -731554.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -731560.125000 Penalty: 4115.952148
	Iteration 44Q: 3 clusters Score -731560.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -731570.687500 Penalty: 4115.952148
	Iteration 45Q: 3 clusters Score -731570.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -731579.125000 Penalty: 4115.952148
	Iteration 46Q: 3 clusters Score -731579.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -731594.187500 Penalty: 4115.952148
	Iteration 47Q: 3 clusters Score -731594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -731601.562500 Penalty: 4115.952148
	Iteration 48Q: 3 clusters Score -731601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -731607.187500 Penalty: 4115.952148
	Iteration 49Q: 3 clusters Score -731607.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -731612.000000 Penalty: 4115.952148
	Iteration 50Q: 3 clusters Score -731612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -731616.437500 Penalty: 4115.952148
	Iteration 51Q: 3 clusters Score -731616.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -731621.312500 Penalty: 4115.952148
	Iteration 52Q: 3 clusters Score -731621.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -731627.375000 Penalty: 4115.952148
	Iteration 53Q: 3 clusters Score -731627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -731634.875000 Penalty: 4115.952148
	Iteration 54Q: 3 clusters Score -731634.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -731637.812500 Penalty: 4115.952148
	Iteration 55Q: 3 clusters Score -731637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -731641.062500 Penalty: 4115.952148
	Iteration 56Q: 3 clusters Score -731641.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -731646.062500 Penalty: 4115.952148
	Iteration 57Q: 3 clusters Score -731646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -731653.062500 Penalty: 4115.952148
	Iteration 58Q: 3 clusters Score -731653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -731660.562500 Penalty: 4115.952148
	Iteration 59Q: 3 clusters Score -731660.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -731666.062500 Penalty: 4115.952148
	Iteration 60F: 3 clusters Score -731666.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -731672.687500 Penalty: 4115.952148
	Iteration 61Q: 3 clusters Score -731672.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -731679.875000 Penalty: 4115.952148
	Iteration 62Q: 3 clusters Score -731679.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -731686.312500 Penalty: 4115.952148
	Iteration 63Q: 3 clusters Score -731686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -731690.625000 Penalty: 4115.952148
	Iteration 64Q: 3 clusters Score -731690.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -731696.437500 Penalty: 4115.952148
	Iteration 65Q: 3 clusters Score -731696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -731696.750000 Penalty: 4115.952148
	Iteration 66Q: 3 clusters Score -731696.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -731696.750000 Penalty: 4115.952148
	Iteration 67F: 3 clusters Score -731696.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18307.742188 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18307.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18478.414062 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18478.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18550.962891 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -18550.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18598.634766 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18598.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18607.269531 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18607.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18607.269531 Penalty: 2730.644531
	Iteration 5F: 3 clusters Score -18607.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Entering Unmasked Estep 
Score: -93654.507812 Penalty: 1563.956299
	Iteration 0F: 2 clusters Score -93654.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -92131.007812 Penalty: 3127.912598
	Iteration 0F: 3 clusters Score -92131.01 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -92362.203125 Penalty: 3127.912598
	Iteration 1F: 3 clusters Score -92362.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -92523.390625 Penalty: 3127.912598
	Iteration 2F: 3 clusters Score -92523.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -92646.031250 Penalty: 3127.912598
	Iteration 3F: 3 clusters Score -92646.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -92703.929688 Penalty: 3127.912598
	Iteration 4Q: 3 clusters Score -92703.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -92761.593750 Penalty: 3127.912598
	Iteration 5Q: 3 clusters Score -92761.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -92818.585938 Penalty: 3127.912598
	Iteration 6Q: 3 clusters Score -92818.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -92841.898438 Penalty: 3127.912598
	Iteration 7Q: 3 clusters Score -92841.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -92854.789062 Penalty: 3127.912598
	Iteration 8Q: 3 clusters Score -92854.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92871.265625 Penalty: 3127.912598
	Iteration 9Q: 3 clusters Score -92871.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -92882.046875 Penalty: 3127.912598
	Iteration 10Q: 3 clusters Score -92882.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92891.234375 Penalty: 3127.912598
	Iteration 11Q: 3 clusters Score -92891.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -92891.234375 Penalty: 3127.912598
	Iteration 12F: 3 clusters Score -92891.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Entering Unmasked Estep 
Score: -9158180.000000 Penalty: 2678.648926
	Iteration 0F: 2 clusters Score -9158180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -9127148.000000 Penalty: 5357.297852
	Iteration 0F: 3 clusters Score -9127148 nChanged 22780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -9139755.000000 Penalty: 5357.297852
	Iteration 1F: 3 clusters Score -9139755 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9140361.000000 Penalty: 5357.297852
	Iteration 2Q: 3 clusters Score -9140361 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9140993.000000 Penalty: 5357.297852
	Iteration 3Q: 3 clusters Score -9140993 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -9141859.000000 Penalty: 5357.297852
	Iteration 4Q: 3 clusters Score -9141859 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -9142961.000000 Penalty: 5357.297852
	Iteration 5Q: 3 clusters Score -9142961 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -9144356.000000 Penalty: 5357.297852
	Iteration 6F: 3 clusters Score -9144356 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -9146483.000000 Penalty: 5357.297852
	Iteration 7F: 3 clusters Score -9146483 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -9148940.000000 Penalty: 5357.297852
	Iteration 8F: 3 clusters Score -9148940 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -9151618.000000 Penalty: 5357.297852
	Iteration 9F: 3 clusters Score -9151618 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -9153756.000000 Penalty: 5357.297852
	Iteration 10F: 3 clusters Score -9153756 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -9155004.000000 Penalty: 5357.297852
	Iteration 11Q: 3 clusters Score -9155004 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9155707.000000 Penalty: 5357.297852
	Iteration 12Q: 3 clusters Score -9155707 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9156012.000000 Penalty: 5357.297852
	Iteration 13Q: 3 clusters Score -9156012 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -9156098.000000 Penalty: 5357.297852
	Iteration 14Q: 3 clusters Score -9156098 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9156120.000000 Penalty: 5357.297852
	Iteration 15Q: 3 clusters Score -9156120 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9156147.000000 Penalty: 5357.297852
	Iteration 16Q: 3 clusters Score -9156147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -9156141.000000 Penalty: 5357.297852
	Iteration 17Q: 3 clusters Score -9156141 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9156134.000000 Penalty: 5357.297852
	Iteration 18Q: 3 clusters Score -9156134 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9156141.000000 Penalty: 5357.297852
	Iteration 19Q: 3 clusters Score -9156141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9156126.000000 Penalty: 5357.297852
	Iteration 20F: 3 clusters Score -9156126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9156122.000000 Penalty: 5357.297852
	Iteration 21Q: 3 clusters Score -9156122 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9156130.000000 Penalty: 5357.297852
	Iteration 22Q: 3 clusters Score -9156130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9156119.000000 Penalty: 5357.297852
	Iteration 23Q: 3 clusters Score -9156119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9156132.000000 Penalty: 5357.297852
	Iteration 24Q: 3 clusters Score -9156132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48649 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9156126.000000 Penalty: 5357.297852
	Iteration 25Q: 3 clusters Score -9156126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9156135.000000 Penalty: 5357.297852
	Iteration 26Q: 3 clusters Score -9156135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9156122.000000 Penalty: 5357.297852
	Iteration 27Q: 3 clusters Score -9156122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9156120.000000 Penalty: 5357.297852
	Iteration 28Q: 3 clusters Score -9156120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9156123.000000 Penalty: 5357.297852
	Iteration 29Q: 3 clusters Score -9156123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9156128.000000 Penalty: 5357.297852
	Iteration 30Q: 3 clusters Score -9156128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9156132.000000 Penalty: 5357.297852
	Iteration 31Q: 3 clusters Score -9156132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9156142.000000 Penalty: 5357.297852
	Iteration 32Q: 3 clusters Score -9156142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9156140.000000 Penalty: 5357.297852
	Iteration 33Q: 3 clusters Score -9156140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9156147.000000 Penalty: 5357.297852
	Iteration 34Q: 3 clusters Score -9156147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9156153.000000 Penalty: 5357.297852
	Iteration 35Q: 3 clusters Score -9156153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9156154.000000 Penalty: 5357.297852
	Iteration 36Q: 3 clusters Score -9156154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9156152.000000 Penalty: 5357.297852
	Iteration 37Q: 3 clusters Score -9156152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9156152.000000 Penalty: 5357.297852
	Iteration 38F: 3 clusters Score -9156152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -936598.125000 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -936598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -932103.062500 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -932103.1 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -933187.062500 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -933187.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -933402.375000 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -933402.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -933527.937500 Penalty: 4229.659668
	Iteration 3Q: 3 clusters Score -933527.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -933622.000000 Penalty: 4229.659668
	Iteration 4Q: 3 clusters Score -933622 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -933700.437500 Penalty: 4229.659668
	Iteration 5Q: 3 clusters Score -933700.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -933768.812500 Penalty: 4229.659668
	Iteration 6Q: 3 clusters Score -933768.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -933829.937500 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -933829.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -933894.500000 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -933894.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -933945.875000 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -933945.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -933986.750000 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -933986.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -934021.625000 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -934021.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -934052.437500 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -934052.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -934084.437500 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -934084.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -934106.562500 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -934106.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -934128.687500 Penalty: 4229.659668
	Iteration 15Q: 3 clusters Score -934128.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -934155.187500 Penalty: 4229.659668
	Iteration 16Q: 3 clusters Score -934155.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -934176.562500 Penalty: 4229.659668
	Iteration 17Q: 3 clusters Score -934176.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -934196.250000 Penalty: 4229.659668
	Iteration 18Q: 3 clusters Score -934196.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -934209.437500 Penalty: 4229.659668
	Iteration 19Q: 3 clusters Score -934209.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -934230.937500 Penalty: 4229.659668
	Iteration 20F: 3 clusters Score -934230.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -934247.062500 Penalty: 4229.659668
	Iteration 21Q: 3 clusters Score -934247.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -934266.000000 Penalty: 4229.659668
	Iteration 22Q: 3 clusters Score -934266 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -934290.625000 Penalty: 4229.659668
	Iteration 23Q: 3 clusters Score -934290.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -934313.187500 Penalty: 4229.659668
	Iteration 24Q: 3 clusters Score -934313.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -934330.937500 Penalty: 4229.659668
	Iteration 25Q: 3 clusters Score -934330.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -934355.875000 Penalty: 4229.659668
	Iteration 26Q: 3 clusters Score -934355.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -934377.937500 Penalty: 4229.659668
	Iteration 27Q: 3 clusters Score -934377.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -934401.625000 Penalty: 4229.659668
	Iteration 28Q: 3 clusters Score -934401.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -934424.125000 Penalty: 4229.659668
	Iteration 29Q: 3 clusters Score -934424.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -934450.562500 Penalty: 4229.659668
	Iteration 30Q: 3 clusters Score -934450.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -934480.750000 Penalty: 4229.659668
	Iteration 31Q: 3 clusters Score -934480.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -934518.125000 Penalty: 4229.659668
	Iteration 32Q: 3 clusters Score -934518.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -934544.187500 Penalty: 4229.659668
	Iteration 33Q: 3 clusters Score -934544.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -934566.312500 Penalty: 4229.659668
	Iteration 34Q: 3 clusters Score -934566.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -934583.750000 Penalty: 4229.659668
	Iteration 35Q: 3 clusters Score -934583.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -934597.812500 Penalty: 4229.659668
	Iteration 36Q: 3 clusters Score -934597.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -934607.312500 Penalty: 4229.659668
	Iteration 37Q: 3 clusters Score -934607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -934617.437500 Penalty: 4229.659668
	Iteration 38Q: 3 clusters Score -934617.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -934623.312500 Penalty: 4229.659668
	Iteration 39Q: 3 clusters Score -934623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -934627.437500 Penalty: 4229.659668
	Iteration 40F: 3 clusters Score -934627.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -934629.937500 Penalty: 4229.659668
	Iteration 41Q: 3 clusters Score -934629.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -934630.000000 Penalty: 4229.659668
	Iteration 42Q: 3 clusters Score -934630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -934631.812500 Penalty: 4229.659668
	Iteration 43Q: 3 clusters Score -934631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -934634.625000 Penalty: 4229.659668
	Iteration 44Q: 3 clusters Score -934634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -934636.062500 Penalty: 4229.659668
	Iteration 45Q: 3 clusters Score -934636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -934637.437500 Penalty: 4229.659668
	Iteration 46Q: 3 clusters Score -934637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -934638.125000 Penalty: 4229.659668
	Iteration 47Q: 3 clusters Score -934638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -934637.312500 Penalty: 4229.659668
	Iteration 48Q: 3 clusters Score -934637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -934637.562500 Penalty: 4229.659668
	Iteration 49Q: 3 clusters Score -934637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -934639.062500 Penalty: 4229.659668
	Iteration 50Q: 3 clusters Score -934639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -934640.437500 Penalty: 4229.659668
	Iteration 51Q: 3 clusters Score -934640.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -934640.750000 Penalty: 4229.659668
	Iteration 52Q: 3 clusters Score -934640.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -934641.062500 Penalty: 4229.659668
	Iteration 53Q: 3 clusters Score -934641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -934641.562500 Penalty: 4229.659668
	Iteration 54Q: 3 clusters Score -934641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -934641.437500 Penalty: 4229.659668
	Iteration 55Q: 3 clusters Score -934641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -934641.375000 Penalty: 4229.659668
	Iteration 56Q: 3 clusters Score -934641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -934642.312500 Penalty: 4229.659668
	Iteration 57Q: 3 clusters Score -934642.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -934642.437500 Penalty: 4229.659668
	Iteration 58Q: 3 clusters Score -934642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -934644.187500 Penalty: 4229.659668
	Iteration 59Q: 3 clusters Score -934644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -934646.625000 Penalty: 4229.659668
	Iteration 60F: 3 clusters Score -934646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -934647.875000 Penalty: 4229.659668
	Iteration 61Q: 3 clusters Score -934647.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -934646.125000 Penalty: 4229.659668
	Iteration 62Q: 3 clusters Score -934646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -934647.312500 Penalty: 4229.659668
	Iteration 63Q: 3 clusters Score -934647.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -934647.312500 Penalty: 4229.659668
	Iteration 64F: 3 clusters Score -934647.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -443081.125000 Penalty: 1937.870972
	Iteration 0F: 2 clusters Score -443081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -440196.937500 Penalty: 3875.741943
	Iteration 0F: 3 clusters Score -440196.9 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -440907.031250 Penalty: 3875.741943
	Iteration 1F: 3 clusters Score -440907 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -441141.187500 Penalty: 3875.741943
	Iteration 2F: 3 clusters Score -441141.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -441300.750000 Penalty: 3875.741943
	Iteration 3F: 3 clusters Score -441300.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -441426.781250 Penalty: 3875.741943
	Iteration 4Q: 3 clusters Score -441426.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -441513.343750 Penalty: 3875.741943
	Iteration 5Q: 3 clusters Score -441513.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -441568.968750 Penalty: 3875.741943
	Iteration 6Q: 3 clusters Score -441569 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -441610.531250 Penalty: 3875.741943
	Iteration 7Q: 3 clusters Score -441610.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -441648.218750 Penalty: 3875.741943
	Iteration 8Q: 3 clusters Score -441648.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -441681.875000 Penalty: 3875.741943
	Iteration 9Q: 3 clusters Score -441681.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -441708.593750 Penalty: 3875.741943
	Iteration 10Q: 3 clusters Score -441708.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -441725.781250 Penalty: 3875.741943
	Iteration 11Q: 3 clusters Score -441725.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -441744.406250 Penalty: 3875.741943
	Iteration 12Q: 3 clusters Score -441744.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -441765.125000 Penalty: 3875.741943
	Iteration 13Q: 3 clusters Score -441765.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -441778.625000 Penalty: 3875.741943
	Iteration 14Q: 3 clusters Score -441778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -441789.437500 Penalty: 3875.741943
	Iteration 15Q: 3 clusters Score -441789.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -441798.062500 Penalty: 3875.741943
	Iteration 16Q: 3 clusters Score -441798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -441806.062500 Penalty: 3875.741943
	Iteration 17Q: 3 clusters Score -441806.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -441819.750000 Penalty: 3875.741943
	Iteration 18Q: 3 clusters Score -441819.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -441831.656250 Penalty: 3875.741943
	Iteration 19Q: 3 clusters Score -441831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -441839.937500 Penalty: 3875.741943
	Iteration 20F: 3 clusters Score -441839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -441849.968750 Penalty: 3875.741943
	Iteration 21Q: 3 clusters Score -441850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -441855.312500 Penalty: 3875.741943
	Iteration 22Q: 3 clusters Score -441855.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -441863.281250 Penalty: 3875.741943
	Iteration 23Q: 3 clusters Score -441863.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -441871.312500 Penalty: 3875.741943
	Iteration 24Q: 3 clusters Score -441871.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -441877.781250 Penalty: 3875.741943
	Iteration 25Q: 3 clusters Score -441877.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -441882.625000 Penalty: 3875.741943
	Iteration 26Q: 3 clusters Score -441882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -441886.468750 Penalty: 3875.741943
	Iteration 27Q: 3 clusters Score -441886.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -441888.750000 Penalty: 3875.741943
	Iteration 28Q: 3 clusters Score -441888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -441890.000000 Penalty: 3875.741943
	Iteration 29Q: 3 clusters Score -441890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -441890.312500 Penalty: 3875.741943
	Iteration 30Q: 3 clusters Score -441890.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -441891.187500 Penalty: 3875.741943
	Iteration 31Q: 3 clusters Score -441891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -441892.218750 Penalty: 3875.741943
	Iteration 32Q: 3 clusters Score -441892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -441895.593750 Penalty: 3875.741943
	Iteration 33Q: 3 clusters Score -441895.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -441901.625000 Penalty: 3875.741943
	Iteration 34Q: 3 clusters Score -441901.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -441906.000000 Penalty: 3875.741943
	Iteration 35Q: 3 clusters Score -441906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -441907.781250 Penalty: 3875.741943
	Iteration 36Q: 3 clusters Score -441907.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -441911.718750 Penalty: 3875.741943
	Iteration 37Q: 3 clusters Score -441911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -441918.718750 Penalty: 3875.741943
	Iteration 38Q: 3 clusters Score -441918.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -441925.906250 Penalty: 3875.741943
	Iteration 39Q: 3 clusters Score -441925.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -441932.406250 Penalty: 3875.741943
	Iteration 40F: 3 clusters Score -441932.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -441939.562500 Penalty: 3875.741943
	Iteration 41Q: 3 clusters Score -441939.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -441946.562500 Penalty: 3875.741943
	Iteration 42Q: 3 clusters Score -441946.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -441956.812500 Penalty: 3875.741943
	Iteration 43Q: 3 clusters Score -441956.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -441965.062500 Penalty: 3875.741943
	Iteration 44Q: 3 clusters Score -441965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -441973.156250 Penalty: 3875.741943
	Iteration 45Q: 3 clusters Score -441973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -441979.625000 Penalty: 3875.741943
	Iteration 46Q: 3 clusters Score -441979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -441987.281250 Penalty: 3875.741943
	Iteration 47Q: 3 clusters Score -441987.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -441994.375000 Penalty: 3875.741943
	Iteration 48Q: 3 clusters Score -441994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -441998.125000 Penalty: 3875.741943
	Iteration 49Q: 3 clusters Score -441998.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -442002.875000 Penalty: 3875.741943
	Iteration 50Q: 3 clusters Score -442002.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -442010.656250 Penalty: 3875.741943
	Iteration 51Q: 3 clusters Score -442010.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -442012.843750 Penalty: 3875.741943
	Iteration 52Q: 3 clusters Score -442012.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -442014.687500 Penalty: 3875.741943
	Iteration 53Q: 3 clusters Score -442014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -442018.218750 Penalty: 3875.741943
	Iteration 54Q: 3 clusters Score -442018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -442024.187500 Penalty: 3875.741943
	Iteration 55Q: 3 clusters Score -442024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -442028.437500 Penalty: 3875.741943
	Iteration 56Q: 3 clusters Score -442028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -442033.187500 Penalty: 3875.741943
	Iteration 57Q: 3 clusters Score -442033.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -442038.500000 Penalty: 3875.741943
	Iteration 58Q: 3 clusters Score -442038.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -442052.906250 Penalty: 3875.741943
	Iteration 59Q: 3 clusters Score -442052.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -442065.375000 Penalty: 3875.741943
	Iteration 60F: 3 clusters Score -442065.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -442078.812500 Penalty: 3875.741943
	Iteration 61Q: 3 clusters Score -442078.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -442083.281250 Penalty: 3875.741943
	Iteration 62Q: 3 clusters Score -442083.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -442084.781250 Penalty: 3875.741943
	Iteration 63Q: 3 clusters Score -442084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -442085.125000 Penalty: 3875.741943
	Iteration 64Q: 3 clusters Score -442085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -442085.125000 Penalty: 3875.741943
	Iteration 65F: 3 clusters Score -442085.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 46757 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49529 members 
Mstep: Class 6 contains 30218 members 
Mstep: Class 7 contains 44715 members 
Mstep: Class 8 contains 50647 members 
Mstep: Class 9 contains 41324 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43579 members 
Mstep: Class 14 contains 49699 members 
Mstep: Class 15 contains 43532 members 
Mstep: Class 16 contains 58816 members 
Mstep: Class 17 contains 51372 members 
Mstep: Class 18 contains 4012 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49096 members 
Mstep: Class 22 contains 23832 members 
Mstep: Class 23 contains 37899 members 
Mstep: Class 24 contains 4017 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 548 members 
Mstep: Class 27 contains 49070 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111760.000000 Penalty: 97259.320312
Iteration 159Q: 30 clusters Score -1.371118e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 46784 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49529 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 44691 members 
Mstep: Class 8 contains 50668 members 
Mstep: Class 9 contains 41318 members 
Mstep: Class 10 contains 47606 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43559 members 
Mstep: Class 14 contains 49710 members 
Mstep: Class 15 contains 43551 members 
Mstep: Class 16 contains 58832 members 
Mstep: Class 17 contains 51416 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49100 members 
Mstep: Class 22 contains 23833 members 
Mstep: Class 23 contains 37849 members 
Mstep: Class 24 contains 4021 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 49049 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 160F: 30 clusters Score -1.371117e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 46791 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49518 members 
Mstep: Class 6 contains 30168 members 
Mstep: Class 7 contains 44703 members 
Mstep: Class 8 contains 50689 members 
Mstep: Class 9 contains 41308 members 
Mstep: Class 10 contains 47603 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43556 members 
Mstep: Class 14 contains 49720 members 
Mstep: Class 15 contains 43563 members 
Mstep: Class 16 contains 58833 members 
Mstep: Class 17 contains 51472 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49092 members 
Mstep: Class 22 contains 23847 members 
Mstep: Class 23 contains 37796 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 49031 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 161Q: 30 clusters Score -1.371117e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 46811 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49515 members 
Mstep: Class 6 contains 30143 members 
Mstep: Class 7 contains 44734 members 
Mstep: Class 8 contains 50702 members 
Mstep: Class 9 contains 41303 members 
Mstep: Class 10 contains 47607 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43531 members 
Mstep: Class 14 contains 49726 members 
Mstep: Class 15 contains 43597 members 
Mstep: Class 16 contains 58836 members 
Mstep: Class 17 contains 51486 members 
Mstep: Class 18 contains 3982 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49070 members 
Mstep: Class 22 contains 23855 members 
Mstep: Class 23 contains 37732 members 
Mstep: Class 24 contains 4019 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 49052 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111664.000000 Penalty: 97259.320312
Iteration 162Q: 30 clusters Score -1.371117e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 46827 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49472 members 
Mstep: Class 6 contains 30120 members 
Mstep: Class 7 contains 44770 members 
Mstep: Class 8 contains 50737 members 
Mstep: Class 9 contains 41297 members 
Mstep: Class 10 contains 47607 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43521 members 
Mstep: Class 14 contains 49721 members 
Mstep: Class 15 contains 43638 members 
Mstep: Class 16 contains 58853 members 
Mstep: Class 17 contains 51510 members 
Mstep: Class 18 contains 3979 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49060 members 
Mstep: Class 22 contains 23867 members 
Mstep: Class 23 contains 37642 members 
Mstep: Class 24 contains 4016 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 49061 members 
Mstep: Class 28 contains 5048 members 
Mstep: Class 29 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111824.000000 Penalty: 97259.320312
Iteration 163Q: 30 clusters Score -1.371118e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 46867 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49474 members 
Mstep: Class 6 contains 30091 members 
Mstep: Class 7 contains 44849 members 
Mstep: Class 8 contains 50730 members 
Mstep: Class 9 contains 41294 members 
Mstep: Class 10 contains 47605 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43516 members 
Mstep: Class 14 contains 49722 members 
Mstep: Class 15 contains 43652 members 
Mstep: Class 16 contains 58857 members 
Mstep: Class 17 contains 51517 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49034 members 
Mstep: Class 22 contains 23879 members 
Mstep: Class 23 contains 37564 members 
Mstep: Class 24 contains 4011 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 543 members 
Mstep: Class 27 contains 49049 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112064.000000 Penalty: 97259.320312
Iteration 164Q: 30 clusters Score -1.371121e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 46899 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49504 members 
Mstep: Class 6 contains 30070 members 
Mstep: Class 7 contains 44944 members 
Mstep: Class 8 contains 50728 members 
Mstep: Class 9 contains 41281 members 
Mstep: Class 10 contains 47598 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43505 members 
Mstep: Class 14 contains 49712 members 
Mstep: Class 15 contains 43674 members 
Mstep: Class 16 contains 58874 members 
Mstep: Class 17 contains 51517 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48998 members 
Mstep: Class 22 contains 23886 members 
Mstep: Class 23 contains 37484 members 
Mstep: Class 24 contains 4010 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 49018 members 
Mstep: Class 28 contains 5050 members 
Mstep: Class 29 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112080.000000 Penalty: 97259.320312
Iteration 165Q: 30 clusters Score -1.371121e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 46917 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49545 members 
Mstep: Class 6 contains 30047 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 50703 members 
Mstep: Class 9 contains 41287 members 
Mstep: Class 10 contains 47596 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43476 members 
Mstep: Class 14 contains 49675 members 
Mstep: Class 15 contains 43685 members 
Mstep: Class 16 contains 58886 members 
Mstep: Class 17 contains 51510 members 
Mstep: Class 18 contains 3975 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48979 members 
Mstep: Class 22 contains 23894 members 
Mstep: Class 23 contains 37425 members 
Mstep: Class 24 contains 4006 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 49003 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112224.000000 Penalty: 97259.320312
Iteration 166Q: 30 clusters Score -1.371122e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 46908 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49645 members 
Mstep: Class 6 contains 30021 members 
Mstep: Class 7 contains 45100 members 
Mstep: Class 8 contains 50718 members 
Mstep: Class 9 contains 41277 members 
Mstep: Class 10 contains 47598 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43434 members 
Mstep: Class 14 contains 49642 members 
Mstep: Class 15 contains 43682 members 
Mstep: Class 16 contains 58887 members 
Mstep: Class 17 contains 51532 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48968 members 
Mstep: Class 22 contains 23897 members 
Mstep: Class 23 contains 37368 members 
Mstep: Class 24 contains 4005 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 49004 members 
Mstep: Class 28 contains 5051 members 
Mstep: Class 29 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112240.000000 Penalty: 97259.320312
Iteration 167Q: 30 clusters Score -1.371122e+08 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 46927 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49702 members 
Mstep: Class 6 contains 29996 members 
Mstep: Class 7 contains 45124 members 
Mstep: Class 8 contains 50737 members 
Mstep: Class 9 contains 41270 members 
Mstep: Class 10 contains 47591 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43404 members 
Mstep: Class 14 contains 49602 members 
Mstep: Class 15 contains 43691 members 
Mstep: Class 16 contains 58915 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48942 members 
Mstep: Class 22 contains 23902 members 
Mstep: Class 23 contains 37312 members 
Mstep: Class 24 contains 4006 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 49018 members 
Mstep: Class 28 contains 5054 members 
Mstep: Class 29 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111968.000000 Penalty: 97259.320312
Iteration 168Q: 30 clusters Score -1.37112e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 46945 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49720 members 
Mstep: Class 6 contains 29974 members 
Mstep: Class 7 contains 45162 members 
Mstep: Class 8 contains 50749 members 
Mstep: Class 9 contains 41270 members 
Mstep: Class 10 contains 47593 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43392 members 
Mstep: Class 14 contains 49561 members 
Mstep: Class 15 contains 43696 members 
Mstep: Class 16 contains 58953 members 
Mstep: Class 17 contains 51560 members 
Mstep: Class 18 contains 3966 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48920 members 
Mstep: Class 22 contains 23915 members 
Mstep: Class 23 contains 37255 members 
Mstep: Class 24 contains 4005 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 49010 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112336.000000 Penalty: 97259.320312
Iteration 169Q: 30 clusters Score -1.371123e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 46942 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49736 members 
Mstep: Class 6 contains 29953 members 
Mstep: Class 7 contains 45164 members 
Mstep: Class 8 contains 50781 members 
Mstep: Class 9 contains 41260 members 
Mstep: Class 10 contains 47594 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1519 members 
Mstep: Class 13 contains 43390 members 
Mstep: Class 14 contains 49519 members 
Mstep: Class 15 contains 43730 members 
Mstep: Class 16 contains 58995 members 
Mstep: Class 17 contains 51584 members 
Mstep: Class 18 contains 3969 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48919 members 
Mstep: Class 22 contains 23919 members 
Mstep: Class 23 contains 37200 members 
Mstep: Class 24 contains 4005 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 48982 members 
Mstep: Class 28 contains 5052 members 
Mstep: Class 29 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112400.000000 Penalty: 97259.320312
Iteration 170Q: 30 clusters Score -1.371124e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 46961 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49725 members 
Mstep: Class 6 contains 29929 members 
Mstep: Class 7 contains 45205 members 
Mstep: Class 8 contains 50823 members 
Mstep: Class 9 contains 41253 members 
Mstep: Class 10 contains 47587 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43377 members 
Mstep: Class 14 contains 49491 members 
Mstep: Class 15 contains 43751 members 
Mstep: Class 16 contains 59019 members 
Mstep: Class 17 contains 51580 members 
Mstep: Class 18 contains 3965 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48926 members 
Mstep: Class 22 contains 23919 members 
Mstep: Class 23 contains 37140 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 48980 members 
Mstep: Class 28 contains 5053 members 
Mstep: Class 29 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112176.000000 Penalty: 97259.320312
Iteration 171Q: 30 clusters Score -1.371122e+08 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 46982 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 686 members 
Mstep: Class 5 contains 49687 members 
Mstep: Class 6 contains 29888 members 
Mstep: Class 7 contains 45230 members 
Mstep: Class 8 contains 50876 members 
Mstep: Class 9 contains 41237 members 
Mstep: Class 10 contains 47577 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43379 members 
Mstep: Class 14 contains 49461 members 
Mstep: Class 15 contains 43776 members 
Mstep: Class 16 contains 59064 members 
Mstep: Class 17 contains 51610 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48936 members 
Mstep: Class 22 contains 23918 members 
Mstep: Class 23 contains 37089 members 
Mstep: Class 24 contains 4002 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 48954 members 
Mstep: Class 28 contains 5055 members 
Mstep: Class 29 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112032.000000 Penalty: 97259.320312
Iteration 172Q: 30 clusters Score -1.37112e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 46973 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49633 members 
Mstep: Class 6 contains 29849 members 
Mstep: Class 7 contains 45252 members 
Mstep: Class 8 contains 50906 members 
Mstep: Class 9 contains 41208 members 
Mstep: Class 10 contains 47575 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43396 members 
Mstep: Class 14 contains 49447 members 
Mstep: Class 15 contains 43812 members 
Mstep: Class 16 contains 59128 members 
Mstep: Class 17 contains 51656 members 
Mstep: Class 18 contains 3956 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48921 members 
Mstep: Class 22 contains 23922 members 
Mstep: Class 23 contains 37040 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 48948 members 
Mstep: Class 28 contains 5057 members 
Mstep: Class 29 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112016.000000 Penalty: 97259.320312
Iteration 173Q: 30 clusters Score -1.37112e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 46956 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49619 members 
Mstep: Class 6 contains 29822 members 
Mstep: Class 7 contains 45286 members 
Mstep: Class 8 contains 50929 members 
Mstep: Class 9 contains 41172 members 
Mstep: Class 10 contains 47554 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43402 members 
Mstep: Class 14 contains 49434 members 
Mstep: Class 15 contains 43840 members 
Mstep: Class 16 contains 59208 members 
Mstep: Class 17 contains 51658 members 
Mstep: Class 18 contains 3936 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48900 members 
Mstep: Class 22 contains 23925 members 
Mstep: Class 23 contains 37022 members 
Mstep: Class 24 contains 4004 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 48948 members 
Mstep: Class 28 contains 5059 members 
Mstep: Class 29 contains 2551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111712.000000 Penalty: 97259.320312
Iteration 174Q: 30 clusters Score -1.371117e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 46947 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49614 members 
Mstep: Class 6 contains 29806 members 
Mstep: Class 7 contains 45308 members 
Mstep: Class 8 contains 50916 members 
Mstep: Class 9 contains 41155 members 
Mstep: Class 10 contains 47549 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43386 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 43878 members 
Mstep: Class 16 contains 59275 members 
Mstep: Class 17 contains 51669 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48878 members 
Mstep: Class 22 contains 23936 members 
Mstep: Class 23 contains 36993 members 
Mstep: Class 24 contains 4004 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48957 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 2552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111616.000000 Penalty: 97259.320312
Iteration 175Q: 30 clusters Score -1.371116e+08 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 46882 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49623 members 
Mstep: Class 6 contains 29782 members 
Mstep: Class 7 contains 45365 members 
Mstep: Class 8 contains 50925 members 
Mstep: Class 9 contains 41123 members 
Mstep: Class 10 contains 47545 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43363 members 
Mstep: Class 14 contains 49427 members 
Mstep: Class 15 contains 43922 members 
Mstep: Class 16 contains 59336 members 
Mstep: Class 17 contains 51661 members 
Mstep: Class 18 contains 3904 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48858 members 
Mstep: Class 22 contains 23951 members 
Mstep: Class 23 contains 36964 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48970 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111584.000000 Penalty: 97259.320312
Iteration 176Q: 30 clusters Score -1.371116e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 46833 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49629 members 
Mstep: Class 6 contains 29766 members 
Mstep: Class 7 contains 45385 members 
Mstep: Class 8 contains 50937 members 
Mstep: Class 9 contains 41087 members 
Mstep: Class 10 contains 47551 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43347 members 
Mstep: Class 14 contains 49424 members 
Mstep: Class 15 contains 43965 members 
Mstep: Class 16 contains 59389 members 
Mstep: Class 17 contains 51687 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48845 members 
Mstep: Class 22 contains 23961 members 
Mstep: Class 23 contains 36939 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48964 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111344.000000 Penalty: 97259.320312
Iteration 177Q: 30 clusters Score -1.371113e+08 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 46781 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49678 members 
Mstep: Class 6 contains 29740 members 
Mstep: Class 7 contains 45378 members 
Mstep: Class 8 contains 50936 members 
Mstep: Class 9 contains 41056 members 
Mstep: Class 10 contains 47556 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43339 members 
Mstep: Class 14 contains 49429 members 
Mstep: Class 15 contains 44004 members 
Mstep: Class 16 contains 59438 members 
Mstep: Class 17 contains 51688 members 
Mstep: Class 18 contains 3882 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48840 members 
Mstep: Class 22 contains 23965 members 
Mstep: Class 23 contains 36916 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48974 members 
Mstep: Class 28 contains 5063 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111360.000000 Penalty: 97259.320312
Iteration 178Q: 30 clusters Score -1.371114e+08 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 46742 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49719 members 
Mstep: Class 6 contains 29707 members 
Mstep: Class 7 contains 45417 members 
Mstep: Class 8 contains 50927 members 
Mstep: Class 9 contains 41034 members 
Mstep: Class 10 contains 47551 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43318 members 
Mstep: Class 14 contains 49435 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 59467 members 
Mstep: Class 17 contains 51691 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48848 members 
Mstep: Class 22 contains 23963 members 
Mstep: Class 23 contains 36913 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48966 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111632.000000 Penalty: 97259.320312
Iteration 179Q: 30 clusters Score -1.371116e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 46696 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49753 members 
Mstep: Class 6 contains 29682 members 
Mstep: Class 7 contains 45473 members 
Mstep: Class 8 contains 50902 members 
Mstep: Class 9 contains 41003 members 
Mstep: Class 10 contains 47551 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43304 members 
Mstep: Class 14 contains 49435 members 
Mstep: Class 15 contains 44040 members 
Mstep: Class 16 contains 59506 members 
Mstep: Class 17 contains 51716 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48842 members 
Mstep: Class 22 contains 23966 members 
Mstep: Class 23 contains 36914 members 
Mstep: Class 24 contains 3996 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48944 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111312.000000 Penalty: 97259.320312
Iteration 180F: 30 clusters Score -1.371113e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 46670 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49800 members 
Mstep: Class 6 contains 29659 members 
Mstep: Class 7 contains 45538 members 
Mstep: Class 8 contains 50896 members 
Mstep: Class 9 contains 40985 members 
Mstep: Class 10 contains 47548 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43295 members 
Mstep: Class 14 contains 49441 members 
Mstep: Class 15 contains 44045 members 
Mstep: Class 16 contains 59534 members 
Mstep: Class 17 contains 51705 members 
Mstep: Class 18 contains 3853 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48829 members 
Mstep: Class 22 contains 23964 members 
Mstep: Class 23 contains 36908 members 
Mstep: Class 24 contains 3997 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48918 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111648.000000 Penalty: 97259.320312
Iteration 181Q: 30 clusters Score -1.371116e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46646 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49829 members 
Mstep: Class 6 contains 29646 members 
Mstep: Class 7 contains 45594 members 
Mstep: Class 8 contains 50874 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 47542 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43282 members 
Mstep: Class 14 contains 49440 members 
Mstep: Class 15 contains 44043 members 
Mstep: Class 16 contains 59560 members 
Mstep: Class 17 contains 51716 members 
Mstep: Class 18 contains 3852 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48803 members 
Mstep: Class 22 contains 23974 members 
Mstep: Class 23 contains 36911 members 
Mstep: Class 24 contains 3996 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 48904 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111984.000000 Penalty: 97259.320312
Iteration 182Q: 30 clusters Score -1.37112e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46615 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49872 members 
Mstep: Class 6 contains 29622 members 
Mstep: Class 7 contains 45670 members 
Mstep: Class 8 contains 50860 members 
Mstep: Class 9 contains 40959 members 
Mstep: Class 10 contains 47544 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43251 members 
Mstep: Class 14 contains 49446 members 
Mstep: Class 15 contains 44065 members 
Mstep: Class 16 contains 59600 members 
Mstep: Class 17 contains 51722 members 
Mstep: Class 18 contains 3849 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48760 members 
Mstep: Class 22 contains 23975 members 
Mstep: Class 23 contains 36883 members 
Mstep: Class 24 contains 3995 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 48894 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111792.000000 Penalty: 97259.320312
Iteration 183Q: 30 clusters Score -1.371118e+08 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 46583 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49907 members 
Mstep: Class 6 contains 29585 members 
Mstep: Class 7 contains 45755 members 
Mstep: Class 8 contains 50844 members 
Mstep: Class 9 contains 40948 members 
Mstep: Class 10 contains 47535 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43225 members 
Mstep: Class 14 contains 49442 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 59646 members 
Mstep: Class 17 contains 51731 members 
Mstep: Class 18 contains 3845 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48733 members 
Mstep: Class 22 contains 23971 members 
Mstep: Class 23 contains 36846 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48908 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 184Q: 30 clusters Score -1.371117e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 46569 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49936 members 
Mstep: Class 6 contains 29543 members 
Mstep: Class 7 contains 45848 members 
Mstep: Class 8 contains 50853 members 
Mstep: Class 9 contains 40934 members 
Mstep: Class 10 contains 47525 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43168 members 
Mstep: Class 14 contains 49445 members 
Mstep: Class 15 contains 44109 members 
Mstep: Class 16 contains 59647 members 
Mstep: Class 17 contains 51747 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48715 members 
Mstep: Class 22 contains 23976 members 
Mstep: Class 23 contains 36804 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48924 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111552.000000 Penalty: 97259.320312
Iteration 185Q: 30 clusters Score -1.371116e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46556 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49897 members 
Mstep: Class 6 contains 29533 members 
Mstep: Class 7 contains 45920 members 
Mstep: Class 8 contains 50851 members 
Mstep: Class 9 contains 40941 members 
Mstep: Class 10 contains 47529 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43129 members 
Mstep: Class 14 contains 49429 members 
Mstep: Class 15 contains 44120 members 
Mstep: Class 16 contains 59669 members 
Mstep: Class 17 contains 51769 members 
Mstep: Class 18 contains 3838 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48700 members 
Mstep: Class 22 contains 23988 members 
Mstep: Class 23 contains 36761 members 
Mstep: Class 24 contains 3999 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48948 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 186Q: 30 clusters Score -1.371117e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46530 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 29518 members 
Mstep: Class 7 contains 45990 members 
Mstep: Class 8 contains 50855 members 
Mstep: Class 9 contains 40942 members 
Mstep: Class 10 contains 47544 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43097 members 
Mstep: Class 14 contains 49433 members 
Mstep: Class 15 contains 44141 members 
Mstep: Class 16 contains 59653 members 
Mstep: Class 17 contains 51809 members 
Mstep: Class 18 contains 3831 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48688 members 
Mstep: Class 22 contains 24000 members 
Mstep: Class 23 contains 36720 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48973 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111296.000000 Penalty: 97259.320312
Iteration 187Q: 30 clusters Score -1.371113e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46520 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49861 members 
Mstep: Class 6 contains 29494 members 
Mstep: Class 7 contains 46072 members 
Mstep: Class 8 contains 50862 members 
Mstep: Class 9 contains 40920 members 
Mstep: Class 10 contains 47533 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43066 members 
Mstep: Class 14 contains 49431 members 
Mstep: Class 15 contains 44158 members 
Mstep: Class 16 contains 59642 members 
Mstep: Class 17 contains 51830 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48660 members 
Mstep: Class 22 contains 24002 members 
Mstep: Class 23 contains 36694 members 
Mstep: Class 24 contains 3999 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 49006 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111392.000000 Penalty: 97259.320312
Iteration 188Q: 30 clusters Score -1.371114e+08 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 46513 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49875 members 
Mstep: Class 6 contains 29461 members 
Mstep: Class 7 contains 46158 members 
Mstep: Class 8 contains 50861 members 
Mstep: Class 9 contains 40894 members 
Mstep: Class 10 contains 47531 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43043 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 44165 members 
Mstep: Class 16 contains 59650 members 
Mstep: Class 17 contains 51850 members 
Mstep: Class 18 contains 3820 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48645 members 
Mstep: Class 22 contains 24013 members 
Mstep: Class 23 contains 36666 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 49006 members 
Mstep: Class 28 contains 5068 members 
Mstep: Class 29 contains 2562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111664.000000 Penalty: 97259.320312
Iteration 189Q: 30 clusters Score -1.371117e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46504 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49855 members 
Mstep: Class 6 contains 29425 members 
Mstep: Class 7 contains 46223 members 
Mstep: Class 8 contains 50887 members 
Mstep: Class 9 contains 40872 members 
Mstep: Class 10 contains 47539 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43033 members 
Mstep: Class 14 contains 49419 members 
Mstep: Class 15 contains 44183 members 
Mstep: Class 16 contains 59662 members 
Mstep: Class 17 contains 51875 members 
Mstep: Class 18 contains 3817 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48620 members 
Mstep: Class 22 contains 24028 members 
Mstep: Class 23 contains 36655 members 
Mstep: Class 24 contains 3998 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 538 members 
Mstep: Class 27 contains 48977 members 
Mstep: Class 28 contains 5069 members 
Mstep: Class 29 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111664.000000 Penalty: 97259.320312
Iteration 190Q: 30 clusters Score -1.371117e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 46508 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49860 members 
Mstep: Class 6 contains 29393 members 
Mstep: Class 7 contains 46288 members 
Mstep: Class 8 contains 50874 members 
Mstep: Class 9 contains 40857 members 
Mstep: Class 10 contains 47538 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43006 members 
Mstep: Class 14 contains 49405 members 
Mstep: Class 15 contains 44181 members 
Mstep: Class 16 contains 59675 members 
Mstep: Class 17 contains 51890 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48606 members 
Mstep: Class 22 contains 24042 members 
Mstep: Class 23 contains 36651 members 
Mstep: Class 24 contains 3995 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 537 members 
Mstep: Class 27 contains 48986 members 
Mstep: Class 28 contains 5068 members 
Mstep: Class 29 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111824.000000 Penalty: 97259.320312
Iteration 191Q: 30 clusters Score -1.371118e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46495 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49831 members 
Mstep: Class 6 contains 29369 members 
Mstep: Class 7 contains 46356 members 
Mstep: Class 8 contains 50874 members 
Mstep: Class 9 contains 40847 members 
Mstep: Class 10 contains 47540 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42989 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 44186 members 
Mstep: Class 16 contains 59681 members 
Mstep: Class 17 contains 51916 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48599 members 
Mstep: Class 22 contains 24043 members 
Mstep: Class 23 contains 36653 members 
Mstep: Class 24 contains 3994 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48992 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111712.000000 Penalty: 97259.320312
Iteration 192Q: 30 clusters Score -1.371117e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 46491 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49817 members 
Mstep: Class 6 contains 29354 members 
Mstep: Class 7 contains 46378 members 
Mstep: Class 8 contains 50888 members 
Mstep: Class 9 contains 40835 members 
Mstep: Class 10 contains 47546 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42974 members 
Mstep: Class 14 contains 49391 members 
Mstep: Class 15 contains 44193 members 
Mstep: Class 16 contains 59683 members 
Mstep: Class 17 contains 51950 members 
Mstep: Class 18 contains 3802 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48606 members 
Mstep: Class 22 contains 24057 members 
Mstep: Class 23 contains 36626 members 
Mstep: Class 24 contains 3990 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48991 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111504.000000 Penalty: 97259.320312
Iteration 193Q: 30 clusters Score -1.371115e+08 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 46507 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49813 members 
Mstep: Class 6 contains 29325 members 
Mstep: Class 7 contains 46378 members 
Mstep: Class 8 contains 50905 members 
Mstep: Class 9 contains 40822 members 
Mstep: Class 10 contains 47537 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42964 members 
Mstep: Class 14 contains 49373 members 
Mstep: Class 15 contains 44216 members 
Mstep: Class 16 contains 59690 members 
Mstep: Class 17 contains 51993 members 
Mstep: Class 18 contains 3798 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48614 members 
Mstep: Class 22 contains 24058 members 
Mstep: Class 23 contains 36617 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48973 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111552.000000 Penalty: 97259.320312
Iteration 194Q: 30 clusters Score -1.371116e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 46524 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49816 members 
Mstep: Class 6 contains 29294 members 
Mstep: Class 7 contains 46366 members 
Mstep: Class 8 contains 50936 members 
Mstep: Class 9 contains 40792 members 
Mstep: Class 10 contains 47521 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42951 members 
Mstep: Class 14 contains 49357 members 
Mstep: Class 15 contains 44229 members 
Mstep: Class 16 contains 59695 members 
Mstep: Class 17 contains 52027 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48629 members 
Mstep: Class 22 contains 24062 members 
Mstep: Class 23 contains 36600 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48988 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111712.000000 Penalty: 97259.320312
Iteration 195Q: 30 clusters Score -1.371117e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46525 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49828 members 
Mstep: Class 6 contains 29278 members 
Mstep: Class 7 contains 46356 members 
Mstep: Class 8 contains 50957 members 
Mstep: Class 9 contains 40758 members 
Mstep: Class 10 contains 47496 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42966 members 
Mstep: Class 14 contains 49348 members 
Mstep: Class 15 contains 44231 members 
Mstep: Class 16 contains 59713 members 
Mstep: Class 17 contains 52056 members 
Mstep: Class 18 contains 3776 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48643 members 
Mstep: Class 22 contains 24071 members 
Mstep: Class 23 contains 36597 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48968 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111888.000000 Penalty: 97259.320312
Iteration 196Q: 30 clusters Score -1.371119e+08 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46547 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 29260 members 
Mstep: Class 7 contains 46357 members 
Mstep: Class 8 contains 50964 members 
Mstep: Class 9 contains 40731 members 
Mstep: Class 10 contains 47473 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42964 members 
Mstep: Class 14 contains 49323 members 
Mstep: Class 15 contains 44232 members 
Mstep: Class 16 contains 59753 members 
Mstep: Class 17 contains 52069 members 
Mstep: Class 18 contains 3769 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48672 members 
Mstep: Class 22 contains 24072 members 
Mstep: Class 23 contains 36584 members 
Mstep: Class 24 contains 3983 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 48951 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111600.000000 Penalty: 97259.320312
Iteration 197Q: 30 clusters Score -1.371116e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49885 members 
Mstep: Class 6 contains 29242 members 
Mstep: Class 7 contains 46349 members 
Mstep: Class 8 contains 50958 members 
Mstep: Class 9 contains 40693 members 
Mstep: Class 10 contains 47438 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42960 members 
Mstep: Class 14 contains 49295 members 
Mstep: Class 15 contains 44239 members 
Mstep: Class 16 contains 59774 members 
Mstep: Class 17 contains 52063 members 
Mstep: Class 18 contains 3763 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48704 members 
Mstep: Class 22 contains 24081 members 
Mstep: Class 23 contains 36568 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 48957 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111600.000000 Penalty: 97259.320312
Iteration 198Q: 30 clusters Score -1.371116e+08 nChanged 1466
Entering ConstructFrom: 
Score: -137111600.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Entering Unmasked Estep 
Score: -1081937.875000 Penalty: 2148.986328
	Iteration 0F: 2 clusters Score -1081938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1076981.250000 Penalty: 4297.972656
	Iteration 0F: 3 clusters Score -1076981 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1078163.000000 Penalty: 4297.972656
	Iteration 1F: 3 clusters Score -1078163 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1078363.500000 Penalty: 4297.972656
	Iteration 2F: 3 clusters Score -1078364 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1078501.125000 Penalty: 4297.972656
	Iteration 3Q: 3 clusters Score -1078501 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1078610.500000 Penalty: 4297.972656
	Iteration 4Q: 3 clusters Score -1078610 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1078689.625000 Penalty: 4297.972656
	Iteration 5Q: 3 clusters Score -1078690 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1078760.500000 Penalty: 4297.972656
	Iteration 6Q: 3 clusters Score -1078760 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1078831.875000 Penalty: 4297.972656
	Iteration 7Q: 3 clusters Score -1078832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1078893.875000 Penalty: 4297.972656
	Iteration 8Q: 3 clusters Score -1078894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1078961.000000 Penalty: 4297.972656
	Iteration 9Q: 3 clusters Score -1078961 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1079032.750000 Penalty: 4297.972656
	Iteration 10Q: 3 clusters Score -1079033 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1079110.750000 Penalty: 4297.972656
	Iteration 11Q: 3 clusters Score -1079111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1079172.250000 Penalty: 4297.972656
	Iteration 12Q: 3 clusters Score -1079172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1079231.000000 Penalty: 4297.972656
	Iteration 13Q: 3 clusters Score -1079231 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1079303.125000 Penalty: 4297.972656
	Iteration 14Q: 3 clusters Score -1079303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1079357.500000 Penalty: 4297.972656
	Iteration 15Q: 3 clusters Score -1079358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1079414.125000 Penalty: 4297.972656
	Iteration 16Q: 3 clusters Score -1079414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1079465.000000 Penalty: 4297.972656
	Iteration 17Q: 3 clusters Score -1079465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1079509.500000 Penalty: 4297.972656
	Iteration 18Q: 3 clusters Score -1079510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1079547.250000 Penalty: 4297.972656
	Iteration 19Q: 3 clusters Score -1079547 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1079589.625000 Penalty: 4297.972656
	Iteration 20F: 3 clusters Score -1079590 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1079626.375000 Penalty: 4297.972656
	Iteration 21Q: 3 clusters Score -1079626 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1079669.250000 Penalty: 4297.972656
	Iteration 22Q: 3 clusters Score -1079669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1079705.500000 Penalty: 4297.972656
	Iteration 23Q: 3 clusters Score -1079706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1079740.500000 Penalty: 4297.972656
	Iteration 24Q: 3 clusters Score -1079740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1079767.875000 Penalty: 4297.972656
	Iteration 25Q: 3 clusters Score -1079768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1079794.125000 Penalty: 4297.972656
	Iteration 26Q: 3 clusters Score -1079794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1079811.875000 Penalty: 4297.972656
	Iteration 27Q: 3 clusters Score -1079812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1079828.375000 Penalty: 4297.972656
	Iteration 28Q: 3 clusters Score -1079828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1079843.000000 Penalty: 4297.972656
	Iteration 29Q: 3 clusters Score -1079843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1079855.375000 Penalty: 4297.972656
	Iteration 30Q: 3 clusters Score -1079855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1079870.250000 Penalty: 4297.972656
	Iteration 31Q: 3 clusters Score -1079870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1079878.250000 Penalty: 4297.972656
	Iteration 32Q: 3 clusters Score -1079878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1079887.625000 Penalty: 4297.972656
	Iteration 33Q: 3 clusters Score -1079888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1079899.375000 Penalty: 4297.972656
	Iteration 34Q: 3 clusters Score -1079899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1079908.625000 Penalty: 4297.972656
	Iteration 35Q: 3 clusters Score -1079909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1079916.875000 Penalty: 4297.972656
	Iteration 36Q: 3 clusters Score -1079917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1079924.500000 Penalty: 4297.972656
	Iteration 37Q: 3 clusters Score -1079924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1079931.625000 Penalty: 4297.972656
	Iteration 38Q: 3 clusters Score -1079932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1079938.625000 Penalty: 4297.972656
	Iteration 39Q: 3 clusters Score -1079939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1079943.500000 Penalty: 4297.972656
	Iteration 40F: 3 clusters Score -1079944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1079948.875000 Penalty: 4297.972656
	Iteration 41Q: 3 clusters Score -1079949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1079950.500000 Penalty: 4297.972656
	Iteration 42Q: 3 clusters Score -1079950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1079952.625000 Penalty: 4297.972656
	Iteration 43Q: 3 clusters Score -1079953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1079954.000000 Penalty: 4297.972656
	Iteration 44Q: 3 clusters Score -1079954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1079952.875000 Penalty: 4297.972656
	Iteration 45Q: 3 clusters Score -1079953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1079953.250000 Penalty: 4297.972656
	Iteration 46Q: 3 clusters Score -1079953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1079953.375000 Penalty: 4297.972656
	Iteration 47Q: 3 clusters Score -1079953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1079953.125000 Penalty: 4297.972656
	Iteration 48Q: 3 clusters Score -1079953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1079953.750000 Penalty: 4297.972656
	Iteration 49Q: 3 clusters Score -1079954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1079956.250000 Penalty: 4297.972656
	Iteration 50Q: 3 clusters Score -1079956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1079956.125000 Penalty: 4297.972656
	Iteration 51Q: 3 clusters Score -1079956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1079955.750000 Penalty: 4297.972656
	Iteration 52Q: 3 clusters Score -1079956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1079955.000000 Penalty: 4297.972656
	Iteration 53Q: 3 clusters Score -1079955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1079955.000000 Penalty: 4297.972656
	Iteration 54F: 3 clusters Score -1079955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Entering Unmasked Estep 
Score: -8720089.000000 Penalty: 2665.962646
	Iteration 0F: 2 clusters Score -8720089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8689649.000000 Penalty: 5331.925293
	Iteration 0F: 3 clusters Score -8689649 nChanged 21625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8701655.000000 Penalty: 5331.925293
	Iteration 1F: 3 clusters Score -8701655 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8702148.000000 Penalty: 5331.925293
	Iteration 2Q: 3 clusters Score -8702148 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -8702703.000000 Penalty: 5331.925293
	Iteration 3Q: 3 clusters Score -8702703 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -8703252.000000 Penalty: 5331.925293
	Iteration 4Q: 3 clusters Score -8703252 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -8703998.000000 Penalty: 5331.925293
	Iteration 5Q: 3 clusters Score -8703998 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -8704834.000000 Penalty: 5331.925293
	Iteration 6Q: 3 clusters Score -8704834 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -8706091.000000 Penalty: 5331.925293
	Iteration 7Q: 3 clusters Score -8706091 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -8707682.000000 Penalty: 5331.925293
	Iteration 8Q: 3 clusters Score -8707682 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -8709436.000000 Penalty: 5331.925293
	Iteration 9F: 3 clusters Score -8709436 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -8711075.000000 Penalty: 5331.925293
	Iteration 10F: 3 clusters Score -8711075 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -8712227.000000 Penalty: 5331.925293
	Iteration 11Q: 3 clusters Score -8712227 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -8712824.000000 Penalty: 5331.925293
	Iteration 12Q: 3 clusters Score -8712824 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -8713177.000000 Penalty: 5331.925293
	Iteration 13Q: 3 clusters Score -8713177 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -8713371.000000 Penalty: 5331.925293
	Iteration 14Q: 3 clusters Score -8713371 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -8713515.000000 Penalty: 5331.925293
	Iteration 15Q: 3 clusters Score -8713515 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -8713656.000000 Penalty: 5331.925293
	Iteration 16Q: 3 clusters Score -8713656 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -8713760.000000 Penalty: 5331.925293
	Iteration 17Q: 3 clusters Score -8713760 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -8713879.000000 Penalty: 5331.925293
	Iteration 18Q: 3 clusters Score -8713879 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -8714004.000000 Penalty: 5331.925293
	Iteration 19Q: 3 clusters Score -8714004 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -8714075.000000 Penalty: 5331.925293
	Iteration 20F: 3 clusters Score -8714075 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -8714219.000000 Penalty: 5331.925293
	Iteration 21Q: 3 clusters Score -8714219 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -8714319.000000 Penalty: 5331.925293
	Iteration 22Q: 3 clusters Score -8714319 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -8714455.000000 Penalty: 5331.925293
	Iteration 23Q: 3 clusters Score -8714455 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -8714581.000000 Penalty: 5331.925293
	Iteration 24Q: 3 clusters Score -8714581 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 36770 members 
Entering Unmasked Estep 
Score: -8714644.000000 Penalty: 5331.925293
	Iteration 25Q: 3 clusters Score -8714644 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -8714700.000000 Penalty: 5331.925293
	Iteration 26Q: 3 clusters Score -8714700 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -8714787.000000 Penalty: 5331.925293
	Iteration 27Q: 3 clusters Score -8714787 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -8714926.000000 Penalty: 5331.925293
	Iteration 28Q: 3 clusters Score -8714926 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -8715047.000000 Penalty: 5331.925293
	Iteration 29Q: 3 clusters Score -8715047 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -8715162.000000 Penalty: 5331.925293
	Iteration 30Q: 3 clusters Score -8715162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -8715320.000000 Penalty: 5331.925293
	Iteration 31Q: 3 clusters Score -8715320 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -8715467.000000 Penalty: 5331.925293
	Iteration 32Q: 3 clusters Score -8715467 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -8715642.000000 Penalty: 5331.925293
	Iteration 33Q: 3 clusters Score -8715642 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
Score: -8715857.000000 Penalty: 5331.925293
	Iteration 34Q: 3 clusters Score -8715857 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8716013.000000 Penalty: 5331.925293
	Iteration 35Q: 3 clusters Score -8716013 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8716240.000000 Penalty: 5331.925293
	Iteration 36Q: 3 clusters Score -8716240 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -8716403.000000 Penalty: 5331.925293
	Iteration 37Q: 3 clusters Score -8716403 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8716580.000000 Penalty: 5331.925293
	Iteration 38Q: 3 clusters Score -8716580 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -8716780.000000 Penalty: 5331.925293
	Iteration 39Q: 3 clusters Score -8716780 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8716953.000000 Penalty: 5331.925293
	Iteration 40F: 3 clusters Score -8716953 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8717131.000000 Penalty: 5331.925293
	Iteration 41Q: 3 clusters Score -8717131 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -8717233.000000 Penalty: 5331.925293
	Iteration 42Q: 3 clusters Score -8717233 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8717320.000000 Penalty: 5331.925293
	Iteration 43Q: 3 clusters Score -8717320 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8717427.000000 Penalty: 5331.925293
	Iteration 44Q: 3 clusters Score -8717427 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8717500.000000 Penalty: 5331.925293
	Iteration 45Q: 3 clusters Score -8717500 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -8717593.000000 Penalty: 5331.925293
	Iteration 46Q: 3 clusters Score -8717593 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8717636.000000 Penalty: 5331.925293
	Iteration 47Q: 3 clusters Score -8717636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -8717675.000000 Penalty: 5331.925293
	Iteration 48Q: 3 clusters Score -8717675 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -8717715.000000 Penalty: 5331.925293
	Iteration 49Q: 3 clusters Score -8717715 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 45591 members 
Entering Unmasked Estep 
Score: -8717754.000000 Penalty: 5331.925293
	Iteration 50Q: 3 clusters Score -8717754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8717763.000000 Penalty: 5331.925293
	Iteration 51Q: 3 clusters Score -8717763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -8717794.000000 Penalty: 5331.925293
	Iteration 52Q: 3 clusters Score -8717794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8717803.000000 Penalty: 5331.925293
	Iteration 53Q: 3 clusters Score -8717803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -8717817.000000 Penalty: 5331.925293
	Iteration 54Q: 3 clusters Score -8717817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8717820.000000 Penalty: 5331.925293
	Iteration 55Q: 3 clusters Score -8717820 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8717824.000000 Penalty: 5331.925293
	Iteration 56Q: 3 clusters Score -8717824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -8717834.000000 Penalty: 5331.925293
	Iteration 57Q: 3 clusters Score -8717834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8717836.000000 Penalty: 5331.925293
	Iteration 58Q: 3 clusters Score -8717836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -8717849.000000 Penalty: 5331.925293
	Iteration 59Q: 3 clusters Score -8717849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8717852.000000 Penalty: 5331.925293
	Iteration 60F: 3 clusters Score -8717852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8717849.000000 Penalty: 5331.925293
	Iteration 61Q: 3 clusters Score -8717849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8717847.000000 Penalty: 5331.925293
	Iteration 62Q: 3 clusters Score -8717847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -8717853.000000 Penalty: 5331.925293
	Iteration 63Q: 3 clusters Score -8717853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -8717861.000000 Penalty: 5331.925293
	Iteration 64Q: 3 clusters Score -8717861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -8717857.000000 Penalty: 5331.925293
	Iteration 65Q: 3 clusters Score -8717857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -8717868.000000 Penalty: 5331.925293
	Iteration 66Q: 3 clusters Score -8717868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8717866.000000 Penalty: 5331.925293
	Iteration 67Q: 3 clusters Score -8717866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8717861.000000 Penalty: 5331.925293
	Iteration 68Q: 3 clusters Score -8717861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8717863.000000 Penalty: 5331.925293
	Iteration 69Q: 3 clusters Score -8717863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8717862.000000 Penalty: 5331.925293
	Iteration 70Q: 3 clusters Score -8717862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8717861.000000 Penalty: 5331.925293
	Iteration 71Q: 3 clusters Score -8717861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8717864.000000 Penalty: 5331.925293
	Iteration 72Q: 3 clusters Score -8717864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8717862.000000 Penalty: 5331.925293
	Iteration 73Q: 3 clusters Score -8717862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -8717862.000000 Penalty: 5331.925293
	Iteration 74Q: 3 clusters Score -8717862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8717856.000000 Penalty: 5331.925293
	Iteration 75Q: 3 clusters Score -8717856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8717845.000000 Penalty: 5331.925293
	Iteration 76Q: 3 clusters Score -8717845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8717852.000000 Penalty: 5331.925293
	Iteration 77Q: 3 clusters Score -8717852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8717852.000000 Penalty: 5331.925293
	Iteration 78F: 3 clusters Score -8717852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -76367.312500 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -76367.31 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 296 members 
Entering Unmasked Estep 
Score: -74887.437500 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -74887.44 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -75214.421875 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -75214.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -75371.484375 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -75371.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75599.843750 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -75599.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75794.921875 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -75794.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75899.726562 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -75899.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -75979.992188 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -75979.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -76019.851562 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -76019.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -76046.476562 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -76046.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -76083.812500 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -76083.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -76139.695312 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -76139.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76153.273438 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -76153.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76159.054688 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -76159.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76160.859375 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -76160.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76160.859375 Penalty: 3137.770020
	Iteration 14F: 3 clusters Score -76160.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -97721.031250 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -97721.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96101.695312 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -96101.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -96461.625000 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -96461.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -96741.976562 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -96741.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96907.164062 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -96907.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -97016.671875 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -97016.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -97102.335938 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -97102.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -97166.609375 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -97166.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -97213.265625 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -97213.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97244.726562 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -97244.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97248.445312 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -97248.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97251.437500 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -97251.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97252.312500 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -97252.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97253.148438 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -97253.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97253.148438 Penalty: 3238.591797
	Iteration 13F: 3 clusters Score -97253.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Entering Unmasked Estep 
Score: -9479600.000000 Penalty: 2682.738770
	Iteration 0F: 2 clusters Score -9479600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -9450541.000000 Penalty: 5365.477539
	Iteration 0F: 3 clusters Score -9450541 nChanged 22940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -9463160.000000 Penalty: 5365.477539
	Iteration 1F: 3 clusters Score -9463160 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -9463595.000000 Penalty: 5365.477539
	Iteration 2Q: 3 clusters Score -9463595 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9464010.000000 Penalty: 5365.477539
	Iteration 3Q: 3 clusters Score -9464010 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -9464450.000000 Penalty: 5365.477539
	Iteration 4Q: 3 clusters Score -9464450 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9464911.000000 Penalty: 5365.477539
	Iteration 5Q: 3 clusters Score -9464911 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -9465474.000000 Penalty: 5365.477539
	Iteration 6Q: 3 clusters Score -9465474 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -9466291.000000 Penalty: 5365.477539
	Iteration 7Q: 3 clusters Score -9466291 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -9467450.000000 Penalty: 5365.477539
	Iteration 8Q: 3 clusters Score -9467450 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -9469162.000000 Penalty: 5365.477539
	Iteration 9F: 3 clusters Score -9469162 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -9471425.000000 Penalty: 5365.477539
	Iteration 10F: 3 clusters Score -9471425 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -9473754.000000 Penalty: 5365.477539
	Iteration 11F: 3 clusters Score -9473754 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -9475376.000000 Penalty: 5365.477539
	Iteration 12F: 3 clusters Score -9475376 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 47230 members 
Entering Unmasked Estep 
Score: -9476502.000000 Penalty: 5365.477539
	Iteration 13Q: 3 clusters Score -9476502 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9476966.000000 Penalty: 5365.477539
	Iteration 14Q: 3 clusters Score -9476966 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -9477128.000000 Penalty: 5365.477539
	Iteration 15Q: 3 clusters Score -9477128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -9477248.000000 Penalty: 5365.477539
	Iteration 16Q: 3 clusters Score -9477248 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -9477313.000000 Penalty: 5365.477539
	Iteration 17Q: 3 clusters Score -9477313 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -9477363.000000 Penalty: 5365.477539
	Iteration 18Q: 3 clusters Score -9477363 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49489 members 
Entering Unmasked Estep 
Score: -9477398.000000 Penalty: 5365.477539
	Iteration 19Q: 3 clusters Score -9477398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9477411.000000 Penalty: 5365.477539
	Iteration 20F: 3 clusters Score -9477411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9477420.000000 Penalty: 5365.477539
	Iteration 21Q: 3 clusters Score -9477420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49550 members 
Entering Unmasked Estep 
Score: -9477441.000000 Penalty: 5365.477539
	Iteration 22Q: 3 clusters Score -9477441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9477446.000000 Penalty: 5365.477539
	Iteration 23Q: 3 clusters Score -9477446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -9477461.000000 Penalty: 5365.477539
	Iteration 24Q: 3 clusters Score -9477461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9477454.000000 Penalty: 5365.477539
	Iteration 25Q: 3 clusters Score -9477454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9477457.000000 Penalty: 5365.477539
	Iteration 26Q: 3 clusters Score -9477457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -9477469.000000 Penalty: 5365.477539
	Iteration 27Q: 3 clusters Score -9477469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9477480.000000 Penalty: 5365.477539
	Iteration 28Q: 3 clusters Score -9477480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9477479.000000 Penalty: 5365.477539
	Iteration 29Q: 3 clusters Score -9477479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -9477476.000000 Penalty: 5365.477539
	Iteration 30Q: 3 clusters Score -9477476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9477477.000000 Penalty: 5365.477539
	Iteration 31Q: 3 clusters Score -9477477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9477477.000000 Penalty: 5365.477539
	Iteration 32Q: 3 clusters Score -9477477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9477484.000000 Penalty: 5365.477539
	Iteration 33Q: 3 clusters Score -9477484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9477485.000000 Penalty: 5365.477539
	Iteration 34Q: 3 clusters Score -9477485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -9477484.000000 Penalty: 5365.477539
	Iteration 35Q: 3 clusters Score -9477484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9477484.000000 Penalty: 5365.477539
	Iteration 36Q: 3 clusters Score -9477484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -9477484.000000 Penalty: 5365.477539
	Iteration 37F: 3 clusters Score -9477484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Entering Unmasked Estep 
Score: -5473781.500000 Penalty: 2550.120850
	Iteration 0F: 2 clusters Score -5473782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -5453873.000000 Penalty: 5100.241699
	Iteration 0F: 3 clusters Score -5453873 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5460834.000000 Penalty: 5100.241699
	Iteration 1F: 3 clusters Score -5460834 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5461427.000000 Penalty: 5100.241699
	Iteration 2Q: 3 clusters Score -5461427 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5462018.000000 Penalty: 5100.241699
	Iteration 3Q: 3 clusters Score -5462018 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -5462640.000000 Penalty: 5100.241699
	Iteration 4Q: 3 clusters Score -5462640 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -5463332.000000 Penalty: 5100.241699
	Iteration 5Q: 3 clusters Score -5463332 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -5464093.500000 Penalty: 5100.241699
	Iteration 6F: 3 clusters Score -5464094 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5465020.500000 Penalty: 5100.241699
	Iteration 7F: 3 clusters Score -5465020 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -5466132.000000 Penalty: 5100.241699
	Iteration 8F: 3 clusters Score -5466132 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -5467226.000000 Penalty: 5100.241699
	Iteration 9F: 3 clusters Score -5467226 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5467980.000000 Penalty: 5100.241699
	Iteration 10Q: 3 clusters Score -5467980 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -5468348.500000 Penalty: 5100.241699
	Iteration 11Q: 3 clusters Score -5468348 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -5468541.500000 Penalty: 5100.241699
	Iteration 12Q: 3 clusters Score -5468542 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -5468668.000000 Penalty: 5100.241699
	Iteration 13Q: 3 clusters Score -5468668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -5468769.500000 Penalty: 5100.241699
	Iteration 14Q: 3 clusters Score -5468770 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5468856.500000 Penalty: 5100.241699
	Iteration 15Q: 3 clusters Score -5468856 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -5468932.500000 Penalty: 5100.241699
	Iteration 16Q: 3 clusters Score -5468932 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -5469009.500000 Penalty: 5100.241699
	Iteration 17Q: 3 clusters Score -5469010 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -5469087.000000 Penalty: 5100.241699
	Iteration 18Q: 3 clusters Score -5469087 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5469133.500000 Penalty: 5100.241699
	Iteration 19Q: 3 clusters Score -5469134 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -5469154.500000 Penalty: 5100.241699
	Iteration 20F: 3 clusters Score -5469154 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5469206.000000 Penalty: 5100.241699
	Iteration 21Q: 3 clusters Score -5469206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -5469241.000000 Penalty: 5100.241699
	Iteration 22Q: 3 clusters Score -5469241 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -5469281.500000 Penalty: 5100.241699
	Iteration 23Q: 3 clusters Score -5469282 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -5469319.000000 Penalty: 5100.241699
	Iteration 24Q: 3 clusters Score -5469319 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -5469319.500000 Penalty: 5100.241699
	Iteration 25Q: 3 clusters Score -5469320 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5469358.500000 Penalty: 5100.241699
	Iteration 26Q: 3 clusters Score -5469358 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -5469359.000000 Penalty: 5100.241699
	Iteration 27Q: 3 clusters Score -5469359 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5469380.500000 Penalty: 5100.241699
	Iteration 28Q: 3 clusters Score -5469380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5469403.000000 Penalty: 5100.241699
	Iteration 29Q: 3 clusters Score -5469403 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -5469439.000000 Penalty: 5100.241699
	Iteration 30Q: 3 clusters Score -5469439 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -5469469.500000 Penalty: 5100.241699
	Iteration 31Q: 3 clusters Score -5469470 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -5469488.500000 Penalty: 5100.241699
	Iteration 32Q: 3 clusters Score -5469488 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -5469518.500000 Penalty: 5100.241699
	Iteration 33Q: 3 clusters Score -5469518 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5469562.000000 Penalty: 5100.241699
	Iteration 34Q: 3 clusters Score -5469562 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -5469568.500000 Penalty: 5100.241699
	Iteration 35Q: 3 clusters Score -5469568 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5469598.500000 Penalty: 5100.241699
	Iteration 36Q: 3 clusters Score -5469598 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5469642.000000 Penalty: 5100.241699
	Iteration 37Q: 3 clusters Score -5469642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -5469669.500000 Penalty: 5100.241699
	Iteration 38Q: 3 clusters Score -5469670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -5469717.500000 Penalty: 5100.241699
	Iteration 39Q: 3 clusters Score -5469718 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -5469742.500000 Penalty: 5100.241699
	Iteration 40F: 3 clusters Score -5469742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5469778.500000 Penalty: 5100.241699
	Iteration 41Q: 3 clusters Score -5469778 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5469806.000000 Penalty: 5100.241699
	Iteration 42Q: 3 clusters Score -5469806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -5469835.500000 Penalty: 5100.241699
	Iteration 43Q: 3 clusters Score -5469836 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5469861.000000 Penalty: 5100.241699
	Iteration 44Q: 3 clusters Score -5469861 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5469908.000000 Penalty: 5100.241699
	Iteration 45Q: 3 clusters Score -5469908 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -5469939.000000 Penalty: 5100.241699
	Iteration 46Q: 3 clusters Score -5469939 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5469966.000000 Penalty: 5100.241699
	Iteration 47Q: 3 clusters Score -5469966 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -5469977.000000 Penalty: 5100.241699
	Iteration 48Q: 3 clusters Score -5469977 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5470014.000000 Penalty: 5100.241699
	Iteration 49Q: 3 clusters Score -5470014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5470029.500000 Penalty: 5100.241699
	Iteration 50Q: 3 clusters Score -5470030 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5470024.500000 Penalty: 5100.241699
	Iteration 51Q: 3 clusters Score -5470024 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -5470076.000000 Penalty: 5100.241699
	Iteration 52Q: 3 clusters Score -5470076 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5470124.000000 Penalty: 5100.241699
	Iteration 53Q: 3 clusters Score -5470124 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -5470141.500000 Penalty: 5100.241699
	Iteration 54Q: 3 clusters Score -5470142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -5470154.000000 Penalty: 5100.241699
	Iteration 55Q: 3 clusters Score -5470154 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -5470183.000000 Penalty: 5100.241699
	Iteration 56Q: 3 clusters Score -5470183 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -5470212.500000 Penalty: 5100.241699
	Iteration 57Q: 3 clusters Score -5470212 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -5470245.000000 Penalty: 5100.241699
	Iteration 58Q: 3 clusters Score -5470245 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5470289.000000 Penalty: 5100.241699
	Iteration 59Q: 3 clusters Score -5470289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -5470319.000000 Penalty: 5100.241699
	Iteration 60F: 3 clusters Score -5470319 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -5470368.000000 Penalty: 5100.241699
	Iteration 61Q: 3 clusters Score -5470368 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -5470415.500000 Penalty: 5100.241699
	Iteration 62Q: 3 clusters Score -5470416 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5470447.500000 Penalty: 5100.241699
	Iteration 63Q: 3 clusters Score -5470448 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5470523.500000 Penalty: 5100.241699
	Iteration 64Q: 3 clusters Score -5470524 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5470558.000000 Penalty: 5100.241699
	Iteration 65Q: 3 clusters Score -5470558 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -5470598.000000 Penalty: 5100.241699
	Iteration 66Q: 3 clusters Score -5470598 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5470641.000000 Penalty: 5100.241699
	Iteration 67Q: 3 clusters Score -5470641 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -5470693.000000 Penalty: 5100.241699
	Iteration 68Q: 3 clusters Score -5470693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -5470741.000000 Penalty: 5100.241699
	Iteration 69Q: 3 clusters Score -5470741 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -5470795.500000 Penalty: 5100.241699
	Iteration 70Q: 3 clusters Score -5470796 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5470836.000000 Penalty: 5100.241699
	Iteration 71Q: 3 clusters Score -5470836 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5470895.000000 Penalty: 5100.241699
	Iteration 72Q: 3 clusters Score -5470895 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -5470961.500000 Penalty: 5100.241699
	Iteration 73Q: 3 clusters Score -5470962 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5470983.500000 Penalty: 5100.241699
	Iteration 74Q: 3 clusters Score -5470984 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5471028.500000 Penalty: 5100.241699
	Iteration 75Q: 3 clusters Score -5471028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5471085.000000 Penalty: 5100.241699
	Iteration 76Q: 3 clusters Score -5471085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -5471113.500000 Penalty: 5100.241699
	Iteration 77Q: 3 clusters Score -5471114 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -5471165.500000 Penalty: 5100.241699
	Iteration 78Q: 3 clusters Score -5471166 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5471190.500000 Penalty: 5100.241699
	Iteration 79Q: 3 clusters Score -5471190 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -5471211.000000 Penalty: 5100.241699
	Iteration 80F: 3 clusters Score -5471211 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5471235.000000 Penalty: 5100.241699
	Iteration 81Q: 3 clusters Score -5471235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -5471253.000000 Penalty: 5100.241699
	Iteration 82Q: 3 clusters Score -5471253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5471264.500000 Penalty: 5100.241699
	Iteration 83Q: 3 clusters Score -5471264 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -5471303.000000 Penalty: 5100.241699
	Iteration 84Q: 3 clusters Score -5471303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -5471307.500000 Penalty: 5100.241699
	Iteration 85Q: 3 clusters Score -5471308 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -5471327.000000 Penalty: 5100.241699
	Iteration 86Q: 3 clusters Score -5471327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5471353.000000 Penalty: 5100.241699
	Iteration 87Q: 3 clusters Score -5471353 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -5471382.500000 Penalty: 5100.241699
	Iteration 88Q: 3 clusters Score -5471382 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -5471393.500000 Penalty: 5100.241699
	Iteration 89Q: 3 clusters Score -5471394 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -5471413.000000 Penalty: 5100.241699
	Iteration 90Q: 3 clusters Score -5471413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -5471427.000000 Penalty: 5100.241699
	Iteration 91Q: 3 clusters Score -5471427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -5471438.500000 Penalty: 5100.241699
	Iteration 92Q: 3 clusters Score -5471438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -5471442.000000 Penalty: 5100.241699
	Iteration 93Q: 3 clusters Score -5471442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -5471460.000000 Penalty: 5100.241699
	Iteration 94Q: 3 clusters Score -5471460 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -5471465.500000 Penalty: 5100.241699
	Iteration 95Q: 3 clusters Score -5471466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5471472.000000 Penalty: 5100.241699
	Iteration 96Q: 3 clusters Score -5471472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5471480.000000 Penalty: 5100.241699
	Iteration 97Q: 3 clusters Score -5471480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -5471488.500000 Penalty: 5100.241699
	Iteration 98Q: 3 clusters Score -5471488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -5471487.000000 Penalty: 5100.241699
	Iteration 99Q: 3 clusters Score -5471487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5471493.500000 Penalty: 5100.241699
	Iteration 100F: 3 clusters Score -5471494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27946 members 
Entering Unmasked Estep 
Score: -5471495.000000 Penalty: 5100.241699
	Iteration 101Q: 3 clusters Score -5471495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5471496.000000 Penalty: 5100.241699
	Iteration 102Q: 3 clusters Score -5471496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -5471495.500000 Penalty: 5100.241699
	Iteration 103Q: 3 clusters Score -5471496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5471494.500000 Penalty: 5100.241699
	Iteration 104Q: 3 clusters Score -5471494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5471495.500000 Penalty: 5100.241699
	Iteration 105Q: 3 clusters Score -5471496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5471496.000000 Penalty: 5100.241699
	Iteration 106Q: 3 clusters Score -5471496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -5471496.500000 Penalty: 5100.241699
	Iteration 107Q: 3 clusters Score -5471496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5471498.500000 Penalty: 5100.241699
	Iteration 108Q: 3 clusters Score -5471498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5471498.000000 Penalty: 5100.241699
	Iteration 109Q: 3 clusters Score -5471498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5471499.500000 Penalty: 5100.241699
	Iteration 110Q: 3 clusters Score -5471500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5471504.000000 Penalty: 5100.241699
	Iteration 111Q: 3 clusters Score -5471504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5471503.000000 Penalty: 5100.241699
	Iteration 112Q: 3 clusters Score -5471503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5471501.500000 Penalty: 5100.241699
	Iteration 113Q: 3 clusters Score -5471502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5471508.000000 Penalty: 5100.241699
	Iteration 114Q: 3 clusters Score -5471508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5471514.500000 Penalty: 5100.241699
	Iteration 115Q: 3 clusters Score -5471514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -5471516.000000 Penalty: 5100.241699
	Iteration 116Q: 3 clusters Score -5471516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -5471511.500000 Penalty: 5100.241699
	Iteration 117Q: 3 clusters Score -5471512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5471510.000000 Penalty: 5100.241699
	Iteration 118Q: 3 clusters Score -5471510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -5471508.000000 Penalty: 5100.241699
	Iteration 119Q: 3 clusters Score -5471508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -5471511.000000 Penalty: 5100.241699
	Iteration 120F: 3 clusters Score -5471511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -5471511.500000 Penalty: 5100.241699
	Iteration 121Q: 3 clusters Score -5471512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -5471508.000000 Penalty: 5100.241699
	Iteration 122Q: 3 clusters Score -5471508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -5471507.500000 Penalty: 5100.241699
	Iteration 123Q: 3 clusters Score -5471508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -5471515.000000 Penalty: 5100.241699
	Iteration 124Q: 3 clusters Score -5471515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5471509.500000 Penalty: 5100.241699
	Iteration 125Q: 3 clusters Score -5471510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -5471512.500000 Penalty: 5100.241699
	Iteration 126Q: 3 clusters Score -5471512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -5471514.500000 Penalty: 5100.241699
	Iteration 127Q: 3 clusters Score -5471514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5471522.000000 Penalty: 5100.241699
	Iteration 128Q: 3 clusters Score -5471522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -5471523.000000 Penalty: 5100.241699
	Iteration 129Q: 3 clusters Score -5471523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -5471524.000000 Penalty: 5100.241699
	Iteration 130Q: 3 clusters Score -5471524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5471525.000000 Penalty: 5100.241699
	Iteration 131Q: 3 clusters Score -5471525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -5471526.500000 Penalty: 5100.241699
	Iteration 132Q: 3 clusters Score -5471526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5471527.500000 Penalty: 5100.241699
	Iteration 133Q: 3 clusters Score -5471528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5471527.500000 Penalty: 5100.241699
	Iteration 134Q: 3 clusters Score -5471528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5471536.500000 Penalty: 5100.241699
	Iteration 135Q: 3 clusters Score -5471536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -5471541.000000 Penalty: 5100.241699
	Iteration 136Q: 3 clusters Score -5471541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5471544.000000 Penalty: 5100.241699
	Iteration 137Q: 3 clusters Score -5471544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5471542.000000 Penalty: 5100.241699
	Iteration 138Q: 3 clusters Score -5471542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -5471544.500000 Penalty: 5100.241699
	Iteration 139Q: 3 clusters Score -5471544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -5471546.500000 Penalty: 5100.241699
	Iteration 140F: 3 clusters Score -5471546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
Score: -5471542.000000 Penalty: 5100.241699
	Iteration 141Q: 3 clusters Score -5471542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -5471542.500000 Penalty: 5100.241699
	Iteration 142Q: 3 clusters Score -5471542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -5471542.000000 Penalty: 5100.241699
	Iteration 143Q: 3 clusters Score -5471542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5471545.500000 Penalty: 5100.241699
	Iteration 144Q: 3 clusters Score -5471546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -5471547.000000 Penalty: 5100.241699
	Iteration 145Q: 3 clusters Score -5471547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -5471548.000000 Penalty: 5100.241699
	Iteration 146Q: 3 clusters Score -5471548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5471549.000000 Penalty: 5100.241699
	Iteration 147Q: 3 clusters Score -5471549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5471546.500000 Penalty: 5100.241699
	Iteration 148Q: 3 clusters Score -5471546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -5471549.000000 Penalty: 5100.241699
	Iteration 149Q: 3 clusters Score -5471549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -5471558.000000 Penalty: 5100.241699
	Iteration 150Q: 3 clusters Score -5471558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -5471556.000000 Penalty: 5100.241699
	Iteration 151Q: 3 clusters Score -5471556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -5471557.500000 Penalty: 5100.241699
	Iteration 152Q: 3 clusters Score -5471558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5471562.000000 Penalty: 5100.241699
	Iteration 153Q: 3 clusters Score -5471562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -5471564.500000 Penalty: 5100.241699
	Iteration 154Q: 3 clusters Score -5471564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5471565.000000 Penalty: 5100.241699
	Iteration 155Q: 3 clusters Score -5471565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -5471563.000000 Penalty: 5100.241699
	Iteration 156Q: 3 clusters Score -5471563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -5471559.000000 Penalty: 5100.241699
	Iteration 157Q: 3 clusters Score -5471559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -5471561.000000 Penalty: 5100.241699
	Iteration 158Q: 3 clusters Score -5471561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5471562.500000 Penalty: 5100.241699
	Iteration 159Q: 3 clusters Score -5471562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -5471562.000000 Penalty: 5100.241699
	Iteration 160F: 3 clusters Score -5471562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -5471557.500000 Penalty: 5100.241699
	Iteration 161Q: 3 clusters Score -5471558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -5471557.500000 Penalty: 5100.241699
	Iteration 162Q: 3 clusters Score -5471558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -5471555.500000 Penalty: 5100.241699
	Iteration 163Q: 3 clusters Score -5471556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -5471561.000000 Penalty: 5100.241699
	Iteration 164Q: 3 clusters Score -5471561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5471557.500000 Penalty: 5100.241699
	Iteration 165Q: 3 clusters Score -5471558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -5471562.500000 Penalty: 5100.241699
	Iteration 166Q: 3 clusters Score -5471562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -5471558.500000 Penalty: 5100.241699
	Iteration 167Q: 3 clusters Score -5471558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -5471559.500000 Penalty: 5100.241699
	Iteration 168Q: 3 clusters Score -5471560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5471558.000000 Penalty: 5100.241699
	Iteration 169Q: 3 clusters Score -5471558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -5471558.000000 Penalty: 5100.241699
	Iteration 170F: 3 clusters Score -5471558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46382 members 
Entering Unmasked Estep 
Score: -8707096.000000 Penalty: 2664.677490
	Iteration 0F: 2 clusters Score -8707096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8677344.000000 Penalty: 5329.354980
	Iteration 0F: 3 clusters Score -8677344 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8689093.000000 Penalty: 5329.354980
	Iteration 1F: 3 clusters Score -8689093 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8689628.000000 Penalty: 5329.354980
	Iteration 2Q: 3 clusters Score -8689628 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8690135.000000 Penalty: 5329.354980
	Iteration 3Q: 3 clusters Score -8690135 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8690648.000000 Penalty: 5329.354980
	Iteration 4Q: 3 clusters Score -8690648 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8691134.000000 Penalty: 5329.354980
	Iteration 5Q: 3 clusters Score -8691134 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -8691692.000000 Penalty: 5329.354980
	Iteration 6Q: 3 clusters Score -8691692 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -8692329.000000 Penalty: 5329.354980
	Iteration 7Q: 3 clusters Score -8692329 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -8693132.000000 Penalty: 5329.354980
	Iteration 8Q: 3 clusters Score -8693132 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -8694287.000000 Penalty: 5329.354980
	Iteration 9Q: 3 clusters Score -8694287 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -8695768.000000 Penalty: 5329.354980
	Iteration 10F: 3 clusters Score -8695768 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -8697553.000000 Penalty: 5329.354980
	Iteration 11F: 3 clusters Score -8697553 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -8699285.000000 Penalty: 5329.354980
	Iteration 12F: 3 clusters Score -8699285 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37373 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -8700737.000000 Penalty: 5329.354980
	Iteration 13Q: 3 clusters Score -8700737 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8701873.000000 Penalty: 5329.354980
	Iteration 14Q: 3 clusters Score -8701873 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8702654.000000 Penalty: 5329.354980
	Iteration 15Q: 3 clusters Score -8702654 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -8703181.000000 Penalty: 5329.354980
	Iteration 16Q: 3 clusters Score -8703181 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8703588.000000 Penalty: 5329.354980
	Iteration 17Q: 3 clusters Score -8703588 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8703847.000000 Penalty: 5329.354980
	Iteration 18Q: 3 clusters Score -8703847 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8704067.000000 Penalty: 5329.354980
	Iteration 19Q: 3 clusters Score -8704067 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8704269.000000 Penalty: 5329.354980
	Iteration 20F: 3 clusters Score -8704269 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8704408.000000 Penalty: 5329.354980
	Iteration 21Q: 3 clusters Score -8704408 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8704501.000000 Penalty: 5329.354980
	Iteration 22Q: 3 clusters Score -8704501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8704600.000000 Penalty: 5329.354980
	Iteration 23Q: 3 clusters Score -8704600 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8704695.000000 Penalty: 5329.354980
	Iteration 24Q: 3 clusters Score -8704695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8704747.000000 Penalty: 5329.354980
	Iteration 25Q: 3 clusters Score -8704747 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8704767.000000 Penalty: 5329.354980
	Iteration 26Q: 3 clusters Score -8704767 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8704811.000000 Penalty: 5329.354980
	Iteration 27Q: 3 clusters Score -8704811 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8704855.000000 Penalty: 5329.354980
	Iteration 28Q: 3 clusters Score -8704855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8704885.000000 Penalty: 5329.354980
	Iteration 29Q: 3 clusters Score -8704885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8704895.000000 Penalty: 5329.354980
	Iteration 30Q: 3 clusters Score -8704895 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8704925.000000 Penalty: 5329.354980
	Iteration 31Q: 3 clusters Score -8704925 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8704940.000000 Penalty: 5329.354980
	Iteration 32Q: 3 clusters Score -8704940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8704950.000000 Penalty: 5329.354980
	Iteration 33Q: 3 clusters Score -8704950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8704955.000000 Penalty: 5329.354980
	Iteration 34Q: 3 clusters Score -8704955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8704986.000000 Penalty: 5329.354980
	Iteration 35Q: 3 clusters Score -8704986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8704980.000000 Penalty: 5329.354980
	Iteration 36Q: 3 clusters Score -8704980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8704983.000000 Penalty: 5329.354980
	Iteration 37Q: 3 clusters Score -8704983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8704999.000000 Penalty: 5329.354980
	Iteration 38Q: 3 clusters Score -8704999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8705007.000000 Penalty: 5329.354980
	Iteration 39Q: 3 clusters Score -8705007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8705011.000000 Penalty: 5329.354980
	Iteration 40F: 3 clusters Score -8705011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8705016.000000 Penalty: 5329.354980
	Iteration 41Q: 3 clusters Score -8705016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8705014.000000 Penalty: 5329.354980
	Iteration 42Q: 3 clusters Score -8705014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8705016.000000 Penalty: 5329.354980
	Iteration 43Q: 3 clusters Score -8705016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8705018.000000 Penalty: 5329.354980
	Iteration 44Q: 3 clusters Score -8705018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8705019.000000 Penalty: 5329.354980
	Iteration 45Q: 3 clusters Score -8705019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8705026.000000 Penalty: 5329.354980
	Iteration 46Q: 3 clusters Score -8705026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8705032.000000 Penalty: 5329.354980
	Iteration 47Q: 3 clusters Score -8705032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8705032.000000 Penalty: 5329.354980
	Iteration 48Q: 3 clusters Score -8705032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8705021.000000 Penalty: 5329.354980
	Iteration 49Q: 3 clusters Score -8705021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8705021.000000 Penalty: 5329.354980
	Iteration 50F: 3 clusters Score -8705021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (50983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Entering Unmasked Estep 
Score: -9608192.000000 Penalty: 2688.133545
	Iteration 0F: 2 clusters Score -9608192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9577173.000000 Penalty: 5376.267090
	Iteration 0F: 3 clusters Score -9577173 nChanged 23602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -9590326.000000 Penalty: 5376.267090
	Iteration 1F: 3 clusters Score -9590326 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -9590852.000000 Penalty: 5376.267090
	Iteration 2Q: 3 clusters Score -9590852 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -9591295.000000 Penalty: 5376.267090
	Iteration 3Q: 3 clusters Score -9591295 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -9591825.000000 Penalty: 5376.267090
	Iteration 4Q: 3 clusters Score -9591825 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9592385.000000 Penalty: 5376.267090
	Iteration 5Q: 3 clusters Score -9592385 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -9593008.000000 Penalty: 5376.267090
	Iteration 6Q: 3 clusters Score -9593008 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -9594031.000000 Penalty: 5376.267090
	Iteration 7Q: 3 clusters Score -9594031 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -9595552.000000 Penalty: 5376.267090
	Iteration 8Q: 3 clusters Score -9595552 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -9597387.000000 Penalty: 5376.267090
	Iteration 9F: 3 clusters Score -9597387 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -9599068.000000 Penalty: 5376.267090
	Iteration 10F: 3 clusters Score -9599068 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -9599997.000000 Penalty: 5376.267090
	Iteration 11Q: 3 clusters Score -9599997 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -9600376.000000 Penalty: 5376.267090
	Iteration 12Q: 3 clusters Score -9600376 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -9600526.000000 Penalty: 5376.267090
	Iteration 13Q: 3 clusters Score -9600526 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -9600617.000000 Penalty: 5376.267090
	Iteration 14Q: 3 clusters Score -9600617 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -9600759.000000 Penalty: 5376.267090
	Iteration 15Q: 3 clusters Score -9600759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -9600865.000000 Penalty: 5376.267090
	Iteration 16Q: 3 clusters Score -9600865 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -9600959.000000 Penalty: 5376.267090
	Iteration 17Q: 3 clusters Score -9600959 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -9601074.000000 Penalty: 5376.267090
	Iteration 18Q: 3 clusters Score -9601074 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -9601172.000000 Penalty: 5376.267090
	Iteration 19Q: 3 clusters Score -9601172 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -9601284.000000 Penalty: 5376.267090
	Iteration 20F: 3 clusters Score -9601284 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -9601429.000000 Penalty: 5376.267090
	Iteration 21Q: 3 clusters Score -9601429 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -9601619.000000 Penalty: 5376.267090
	Iteration 22Q: 3 clusters Score -9601619 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -9601813.000000 Penalty: 5376.267090
	Iteration 23Q: 3 clusters Score -9601813 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -9602015.000000 Penalty: 5376.267090
	Iteration 24Q: 3 clusters Score -9602015 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -9602215.000000 Penalty: 5376.267090
	Iteration 25Q: 3 clusters Score -9602215 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -9602479.000000 Penalty: 5376.267090
	Iteration 26Q: 3 clusters Score -9602479 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -9602687.000000 Penalty: 5376.267090
	Iteration 27Q: 3 clusters Score -9602687 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -9602941.000000 Penalty: 5376.267090
	Iteration 28Q: 3 clusters Score -9602941 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -9603139.000000 Penalty: 5376.267090
	Iteration 29Q: 3 clusters Score -9603139 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -9603315.000000 Penalty: 5376.267090
	Iteration 30Q: 3 clusters Score -9603315 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -9603559.000000 Penalty: 5376.267090
	Iteration 31Q: 3 clusters Score -9603559 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9603761.000000 Penalty: 5376.267090
	Iteration 32Q: 3 clusters Score -9603761 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -9604013.000000 Penalty: 5376.267090
	Iteration 33Q: 3 clusters Score -9604013 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -9604225.000000 Penalty: 5376.267090
	Iteration 34Q: 3 clusters Score -9604225 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -9604399.000000 Penalty: 5376.267090
	Iteration 35Q: 3 clusters Score -9604399 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -9604567.000000 Penalty: 5376.267090
	Iteration 36Q: 3 clusters Score -9604567 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -9604628.000000 Penalty: 5376.267090
	Iteration 37Q: 3 clusters Score -9604628 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -9604673.000000 Penalty: 5376.267090
	Iteration 38Q: 3 clusters Score -9604673 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -9604881.000000 Penalty: 5376.267090
	Iteration 39Q: 3 clusters Score -9604881 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -9604994.000000 Penalty: 5376.267090
	Iteration 40F: 3 clusters Score -9604994 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 48376 members 
Entering Unmasked Estep 
Score: -9605131.000000 Penalty: 5376.267090
	Iteration 41Q: 3 clusters Score -9605131 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9605264.000000 Penalty: 5376.267090
	Iteration 42Q: 3 clusters Score -9605264 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -9605365.000000 Penalty: 5376.267090
	Iteration 43Q: 3 clusters Score -9605365 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9605501.000000 Penalty: 5376.267090
	Iteration 44Q: 3 clusters Score -9605501 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9605585.000000 Penalty: 5376.267090
	Iteration 45Q: 3 clusters Score -9605585 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9605689.000000 Penalty: 5376.267090
	Iteration 46Q: 3 clusters Score -9605689 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -9605767.000000 Penalty: 5376.267090
	Iteration 47Q: 3 clusters Score -9605767 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50155 members 
Entering Unmasked Estep 
Score: -9605829.000000 Penalty: 5376.267090
	Iteration 48Q: 3 clusters Score -9605829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -9605865.000000 Penalty: 5376.267090
	Iteration 49Q: 3 clusters Score -9605865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -9605868.000000 Penalty: 5376.267090
	Iteration 50Q: 3 clusters Score -9605868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -9605901.000000 Penalty: 5376.267090
	Iteration 51Q: 3 clusters Score -9605901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -9605924.000000 Penalty: 5376.267090
	Iteration 52Q: 3 clusters Score -9605924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -9605948.000000 Penalty: 5376.267090
	Iteration 53Q: 3 clusters Score -9605948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -9605956.000000 Penalty: 5376.267090
	Iteration 54Q: 3 clusters Score -9605956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50485 members 
Entering Unmasked Estep 
Score: -9605953.000000 Penalty: 5376.267090
	Iteration 55Q: 3 clusters Score -9605953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -9605970.000000 Penalty: 5376.267090
	Iteration 56Q: 3 clusters Score -9605970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -9605987.000000 Penalty: 5376.267090
	Iteration 57Q: 3 clusters Score -9605987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50522 members 
Entering Unmasked Estep 
Score: -9605991.000000 Penalty: 5376.267090
	Iteration 58Q: 3 clusters Score -9605991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -9605992.000000 Penalty: 5376.267090
	Iteration 59Q: 3 clusters Score -9605992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -9605990.000000 Penalty: 5376.267090
	Iteration 60F: 3 clusters Score -9605990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50542 members 
Entering Unmasked Estep 
Score: -9606004.000000 Penalty: 5376.267090
	Iteration 61Q: 3 clusters Score -9606004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -9606006.000000 Penalty: 5376.267090
	Iteration 62Q: 3 clusters Score -9606006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -9606004.000000 Penalty: 5376.267090
	Iteration 63Q: 3 clusters Score -9606004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -9606007.000000 Penalty: 5376.267090
	Iteration 64Q: 3 clusters Score -9606007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -9606011.000000 Penalty: 5376.267090
	Iteration 65Q: 3 clusters Score -9606011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -9606010.000000 Penalty: 5376.267090
	Iteration 66Q: 3 clusters Score -9606010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 50558 members 
Entering Unmasked Estep 
Score: -9606010.000000 Penalty: 5376.267090
	Iteration 67F: 3 clusters Score -9606010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Entering Unmasked Estep 
Score: -7558615.500000 Penalty: 2632.017822
	Iteration 0F: 2 clusters Score -7558616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -7531436.500000 Penalty: 5264.035645
	Iteration 0F: 3 clusters Score -7531436 nChanged 18501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7541689.500000 Penalty: 5264.035645
	Iteration 1F: 3 clusters Score -7541690 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -7542414.000000 Penalty: 5264.035645
	Iteration 2Q: 3 clusters Score -7542414 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -7543166.000000 Penalty: 5264.035645
	Iteration 3Q: 3 clusters Score -7543166 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -7544056.000000 Penalty: 5264.035645
	Iteration 4Q: 3 clusters Score -7544056 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -7545306.000000 Penalty: 5264.035645
	Iteration 5F: 3 clusters Score -7545306 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -7546993.000000 Penalty: 5264.035645
	Iteration 6F: 3 clusters Score -7546993 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -7549164.000000 Penalty: 5264.035645
	Iteration 7F: 3 clusters Score -7549164 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -7551820.500000 Penalty: 5264.035645
	Iteration 8F: 3 clusters Score -7551820 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -7554206.500000 Penalty: 5264.035645
	Iteration 9F: 3 clusters Score -7554206 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -7555717.500000 Penalty: 5264.035645
	Iteration 10Q: 3 clusters Score -7555718 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -7556362.000000 Penalty: 5264.035645
	Iteration 11Q: 3 clusters Score -7556362 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -7556657.500000 Penalty: 5264.035645
	Iteration 12Q: 3 clusters Score -7556658 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7556805.500000 Penalty: 5264.035645
	Iteration 13Q: 3 clusters Score -7556806 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7556886.000000 Penalty: 5264.035645
	Iteration 14Q: 3 clusters Score -7556886 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -7556947.000000 Penalty: 5264.035645
	Iteration 15Q: 3 clusters Score -7556947 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -7556979.000000 Penalty: 5264.035645
	Iteration 16Q: 3 clusters Score -7556979 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -7557017.000000 Penalty: 5264.035645
	Iteration 17Q: 3 clusters Score -7557017 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -7557054.000000 Penalty: 5264.035645
	Iteration 18Q: 3 clusters Score -7557054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7557058.000000 Penalty: 5264.035645
	Iteration 19Q: 3 clusters Score -7557058 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -7557079.000000 Penalty: 5264.035645
	Iteration 20F: 3 clusters Score -7557079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -7557093.000000 Penalty: 5264.035645
	Iteration 21Q: 3 clusters Score -7557093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -7557109.000000 Penalty: 5264.035645
	Iteration 22Q: 3 clusters Score -7557109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 37400 members 
Entering Unmasked Estep 
Score: -7557114.000000 Penalty: 5264.035645
	Iteration 23Q: 3 clusters Score -7557114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7557118.000000 Penalty: 5264.035645
	Iteration 24Q: 3 clusters Score -7557118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -7557145.500000 Penalty: 5264.035645
	Iteration 25Q: 3 clusters Score -7557146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -7557138.000000 Penalty: 5264.035645
	Iteration 26Q: 3 clusters Score -7557138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -7557143.500000 Penalty: 5264.035645
	Iteration 27Q: 3 clusters Score -7557144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -7557142.000000 Penalty: 5264.035645
	Iteration 28Q: 3 clusters Score -7557142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -7557142.500000 Penalty: 5264.035645
	Iteration 29Q: 3 clusters Score -7557142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7557148.500000 Penalty: 5264.035645
	Iteration 30Q: 3 clusters Score -7557148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7557153.000000 Penalty: 5264.035645
	Iteration 31Q: 3 clusters Score -7557153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -7557150.500000 Penalty: 5264.035645
	Iteration 32Q: 3 clusters Score -7557150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -7557148.000000 Penalty: 5264.035645
	Iteration 33Q: 3 clusters Score -7557148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7557147.500000 Penalty: 5264.035645
	Iteration 34Q: 3 clusters Score -7557148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -7557156.000000 Penalty: 5264.035645
	Iteration 35Q: 3 clusters Score -7557156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7557152.500000 Penalty: 5264.035645
	Iteration 36Q: 3 clusters Score -7557152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7557150.500000 Penalty: 5264.035645
	Iteration 37Q: 3 clusters Score -7557150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7557155.000000 Penalty: 5264.035645
	Iteration 38Q: 3 clusters Score -7557155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 37579 members 
Entering Unmasked Estep 
Score: -7557155.500000 Penalty: 5264.035645
	Iteration 39Q: 3 clusters Score -7557156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -7557157.000000 Penalty: 5264.035645
	Iteration 40F: 3 clusters Score -7557157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -7557162.000000 Penalty: 5264.035645
	Iteration 41Q: 3 clusters Score -7557162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -7557162.000000 Penalty: 5264.035645
	Iteration 42F: 3 clusters Score -7557162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Entering Unmasked Estep 
Score: -8890983.000000 Penalty: 2670.061523
	Iteration 0F: 2 clusters Score -8890983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8860645.000000 Penalty: 5340.123047
	Iteration 0F: 3 clusters Score -8860645 nChanged 22132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8873226.000000 Penalty: 5340.123047
	Iteration 1F: 3 clusters Score -8873226 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8873806.000000 Penalty: 5340.123047
	Iteration 2Q: 3 clusters Score -8873806 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8874399.000000 Penalty: 5340.123047
	Iteration 3Q: 3 clusters Score -8874399 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -8875020.000000 Penalty: 5340.123047
	Iteration 4Q: 3 clusters Score -8875020 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -8875781.000000 Penalty: 5340.123047
	Iteration 5Q: 3 clusters Score -8875781 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -8877106.000000 Penalty: 5340.123047
	Iteration 6F: 3 clusters Score -8877106 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -8878747.000000 Penalty: 5340.123047
	Iteration 7F: 3 clusters Score -8878747 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -8881134.000000 Penalty: 5340.123047
	Iteration 8F: 3 clusters Score -8881134 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -8883655.000000 Penalty: 5340.123047
	Iteration 9F: 3 clusters Score -8883655 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -8885470.000000 Penalty: 5340.123047
	Iteration 10F: 3 clusters Score -8885470 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -8886478.000000 Penalty: 5340.123047
	Iteration 11Q: 3 clusters Score -8886478 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8887019.000000 Penalty: 5340.123047
	Iteration 12Q: 3 clusters Score -8887019 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -8887376.000000 Penalty: 5340.123047
	Iteration 13Q: 3 clusters Score -8887376 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8887623.000000 Penalty: 5340.123047
	Iteration 14Q: 3 clusters Score -8887623 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8887824.000000 Penalty: 5340.123047
	Iteration 15Q: 3 clusters Score -8887824 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8888036.000000 Penalty: 5340.123047
	Iteration 16Q: 3 clusters Score -8888036 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8888206.000000 Penalty: 5340.123047
	Iteration 17Q: 3 clusters Score -8888206 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8888303.000000 Penalty: 5340.123047
	Iteration 18Q: 3 clusters Score -8888303 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -8888357.000000 Penalty: 5340.123047
	Iteration 19Q: 3 clusters Score -8888357 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 40024 members 
Entering Unmasked Estep 
Score: -8888426.000000 Penalty: 5340.123047
	Iteration 20F: 3 clusters Score -8888426 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -8888481.000000 Penalty: 5340.123047
	Iteration 21Q: 3 clusters Score -8888481 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8888551.000000 Penalty: 5340.123047
	Iteration 22Q: 3 clusters Score -8888551 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8888594.000000 Penalty: 5340.123047
	Iteration 23Q: 3 clusters Score -8888594 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8888650.000000 Penalty: 5340.123047
	Iteration 24Q: 3 clusters Score -8888650 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -8888686.000000 Penalty: 5340.123047
	Iteration 25Q: 3 clusters Score -8888686 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8888733.000000 Penalty: 5340.123047
	Iteration 26Q: 3 clusters Score -8888733 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -8888840.000000 Penalty: 5340.123047
	Iteration 27Q: 3 clusters Score -8888840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8888902.000000 Penalty: 5340.123047
	Iteration 28Q: 3 clusters Score -8888902 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -8888945.000000 Penalty: 5340.123047
	Iteration 29Q: 3 clusters Score -8888945 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8888956.000000 Penalty: 5340.123047
	Iteration 30Q: 3 clusters Score -8888956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -8888990.000000 Penalty: 5340.123047
	Iteration 31Q: 3 clusters Score -8888990 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8889038.000000 Penalty: 5340.123047
	Iteration 32Q: 3 clusters Score -8889038 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8889044.000000 Penalty: 5340.123047
	Iteration 33Q: 3 clusters Score -8889044 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8889056.000000 Penalty: 5340.123047
	Iteration 34Q: 3 clusters Score -8889056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8889048.000000 Penalty: 5340.123047
	Iteration 35Q: 3 clusters Score -8889048 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8889058.000000 Penalty: 5340.123047
	Iteration 36Q: 3 clusters Score -8889058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8889078.000000 Penalty: 5340.123047
	Iteration 37Q: 3 clusters Score -8889078 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -8889087.000000 Penalty: 5340.123047
	Iteration 38Q: 3 clusters Score -8889087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8889092.000000 Penalty: 5340.123047
	Iteration 39Q: 3 clusters Score -8889092 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8889103.000000 Penalty: 5340.123047
	Iteration 40F: 3 clusters Score -8889103 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -8889125.000000 Penalty: 5340.123047
	Iteration 41Q: 3 clusters Score -8889125 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8889173.000000 Penalty: 5340.123047
	Iteration 42Q: 3 clusters Score -8889173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8889200.000000 Penalty: 5340.123047
	Iteration 43Q: 3 clusters Score -8889200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8889235.000000 Penalty: 5340.123047
	Iteration 44Q: 3 clusters Score -8889235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8889276.000000 Penalty: 5340.123047
	Iteration 45Q: 3 clusters Score -8889276 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8889258.000000 Penalty: 5340.123047
	Iteration 46Q: 3 clusters Score -8889258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8889298.000000 Penalty: 5340.123047
	Iteration 47Q: 3 clusters Score -8889298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8889279.000000 Penalty: 5340.123047
	Iteration 48Q: 3 clusters Score -8889279 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8889307.000000 Penalty: 5340.123047
	Iteration 49Q: 3 clusters Score -8889307 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -8889289.000000 Penalty: 5340.123047
	Iteration 50Q: 3 clusters Score -8889289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8889287.000000 Penalty: 5340.123047
	Iteration 51Q: 3 clusters Score -8889287 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8889322.000000 Penalty: 5340.123047
	Iteration 52Q: 3 clusters Score -8889322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8889312.000000 Penalty: 5340.123047
	Iteration 53Q: 3 clusters Score -8889312 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -8889332.000000 Penalty: 5340.123047
	Iteration 54Q: 3 clusters Score -8889332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8889332.000000 Penalty: 5340.123047
	Iteration 55Q: 3 clusters Score -8889332 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8889337.000000 Penalty: 5340.123047
	Iteration 56Q: 3 clusters Score -8889337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8889341.000000 Penalty: 5340.123047
	Iteration 57Q: 3 clusters Score -8889341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -8889319.000000 Penalty: 5340.123047
	Iteration 58Q: 3 clusters Score -8889319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8889303.000000 Penalty: 5340.123047
	Iteration 59Q: 3 clusters Score -8889303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8889313.000000 Penalty: 5340.123047
	Iteration 60F: 3 clusters Score -8889313 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8889315.000000 Penalty: 5340.123047
	Iteration 61Q: 3 clusters Score -8889315 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8889321.000000 Penalty: 5340.123047
	Iteration 62Q: 3 clusters Score -8889321 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8889329.000000 Penalty: 5340.123047
	Iteration 63Q: 3 clusters Score -8889329 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -8889331.000000 Penalty: 5340.123047
	Iteration 64Q: 3 clusters Score -8889331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -8889323.000000 Penalty: 5340.123047
	Iteration 65Q: 3 clusters Score -8889323 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8889326.000000 Penalty: 5340.123047
	Iteration 66Q: 3 clusters Score -8889326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8889318.000000 Penalty: 5340.123047
	Iteration 67Q: 3 clusters Score -8889318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8889328.000000 Penalty: 5340.123047
	Iteration 68Q: 3 clusters Score -8889328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -8889333.000000 Penalty: 5340.123047
	Iteration 69Q: 3 clusters Score -8889333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -8889326.000000 Penalty: 5340.123047
	Iteration 70Q: 3 clusters Score -8889326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8889340.000000 Penalty: 5340.123047
	Iteration 71Q: 3 clusters Score -8889340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8889337.000000 Penalty: 5340.123047
	Iteration 72Q: 3 clusters Score -8889337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8889325.000000 Penalty: 5340.123047
	Iteration 73Q: 3 clusters Score -8889325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8889334.000000 Penalty: 5340.123047
	Iteration 74Q: 3 clusters Score -8889334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8889336.000000 Penalty: 5340.123047
	Iteration 75Q: 3 clusters Score -8889336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 5340.123047
	Iteration 76Q: 3 clusters Score -8889327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -8889325.000000 Penalty: 5340.123047
	Iteration 77Q: 3 clusters Score -8889325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -8889312.000000 Penalty: 5340.123047
	Iteration 78Q: 3 clusters Score -8889312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -8889329.000000 Penalty: 5340.123047
	Iteration 79Q: 3 clusters Score -8889329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45995 members 
Entering Unmasked Estep 
Score: -8889340.000000 Penalty: 5340.123047
	Iteration 80F: 3 clusters Score -8889340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46008 members 
Entering Unmasked Estep 
Score: -8889321.000000 Penalty: 5340.123047
	Iteration 81Q: 3 clusters Score -8889321 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8889309.000000 Penalty: 5340.123047
	Iteration 82Q: 3 clusters Score -8889309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8889313.000000 Penalty: 5340.123047
	Iteration 83Q: 3 clusters Score -8889313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8889317.000000 Penalty: 5340.123047
	Iteration 84Q: 3 clusters Score -8889317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8889310.000000 Penalty: 5340.123047
	Iteration 85Q: 3 clusters Score -8889310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8889325.000000 Penalty: 5340.123047
	Iteration 86Q: 3 clusters Score -8889325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8889326.000000 Penalty: 5340.123047
	Iteration 87Q: 3 clusters Score -8889326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8889312.000000 Penalty: 5340.123047
	Iteration 88Q: 3 clusters Score -8889312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 5340.123047
	Iteration 89Q: 3 clusters Score -8889327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 46129 members 
Entering Unmasked Estep 
Score: -8889321.000000 Penalty: 5340.123047
	Iteration 90Q: 3 clusters Score -8889321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -8889315.000000 Penalty: 5340.123047
	Iteration 91Q: 3 clusters Score -8889315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8889316.000000 Penalty: 5340.123047
	Iteration 92Q: 3 clusters Score -8889316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8889317.000000 Penalty: 5340.123047
	Iteration 93Q: 3 clusters Score -8889317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8889326.000000 Penalty: 5340.123047
	Iteration 94Q: 3 clusters Score -8889326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8889331.000000 Penalty: 5340.123047
	Iteration 95Q: 3 clusters Score -8889331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -8889328.000000 Penalty: 5340.123047
	Iteration 96Q: 3 clusters Score -8889328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8889337.000000 Penalty: 5340.123047
	Iteration 97Q: 3 clusters Score -8889337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8889313.000000 Penalty: 5340.123047
	Iteration 98Q: 3 clusters Score -8889313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -8889316.000000 Penalty: 5340.123047
	Iteration 99Q: 3 clusters Score -8889316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -8889313.000000 Penalty: 5340.123047
	Iteration 100F: 3 clusters Score -8889313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -8889321.000000 Penalty: 5340.123047
	Iteration 101Q: 3 clusters Score -8889321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8889318.000000 Penalty: 5340.123047
	Iteration 102Q: 3 clusters Score -8889318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -8889317.000000 Penalty: 5340.123047
	Iteration 103Q: 3 clusters Score -8889317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8889317.000000 Penalty: 5340.123047
	Iteration 104Q: 3 clusters Score -8889317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 5340.123047
	Iteration 105Q: 3 clusters Score -8889327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8889324.000000 Penalty: 5340.123047
	Iteration 106Q: 3 clusters Score -8889324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 5340.123047
	Iteration 107Q: 3 clusters Score -8889327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -8889327.000000 Penalty: 5340.123047
	Iteration 108Q: 3 clusters Score -8889327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8889330.000000 Penalty: 5340.123047
	Iteration 109Q: 3 clusters Score -8889330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -8889328.000000 Penalty: 5340.123047
	Iteration 110Q: 3 clusters Score -8889328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8889329.000000 Penalty: 5340.123047
	Iteration 111Q: 3 clusters Score -8889329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -8889329.000000 Penalty: 5340.123047
	Iteration 112F: 3 clusters Score -8889329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Entering Unmasked Estep 
Score: -429931.937500 Penalty: 1936.665527
	Iteration 0F: 2 clusters Score -429931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -427064.812500 Penalty: 3873.331055
	Iteration 0F: 3 clusters Score -427064.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -428132.250000 Penalty: 3873.331055
	Iteration 1F: 3 clusters Score -428132.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -428954.000000 Penalty: 3873.331055
	Iteration 2F: 3 clusters Score -428954 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -429419.406250 Penalty: 3873.331055
	Iteration 3F: 3 clusters Score -429419.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -429712.968750 Penalty: 3873.331055
	Iteration 4F: 3 clusters Score -429713 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -429923.187500 Penalty: 3873.331055
	Iteration 5F: 3 clusters Score -429923.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -430081.468750 Penalty: 3873.331055
	Iteration 6Q: 3 clusters Score -430081.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -430209.531250 Penalty: 3873.331055
	Iteration 7Q: 3 clusters Score -430209.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -430265.406250 Penalty: 3873.331055
	Iteration 8Q: 3 clusters Score -430265.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -430289.937500 Penalty: 3873.331055
	Iteration 9Q: 3 clusters Score -430289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -430296.187500 Penalty: 3873.331055
	Iteration 10Q: 3 clusters Score -430296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -430297.281250 Penalty: 3873.331055
	Iteration 11Q: 3 clusters Score -430297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -430297.281250 Penalty: 3873.331055
	Iteration 12F: 3 clusters Score -430297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 46623 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49886 members 
Mstep: Class 6 contains 29224 members 
Mstep: Class 7 contains 46382 members 
Mstep: Class 8 contains 50983 members 
Mstep: Class 9 contains 40659 members 
Mstep: Class 10 contains 47400 members 
Mstep: Class 11 contains 2084 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42964 members 
Mstep: Class 14 contains 49263 members 
Mstep: Class 15 contains 44255 members 
Mstep: Class 16 contains 59785 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48724 members 
Mstep: Class 22 contains 24081 members 
Mstep: Class 23 contains 36541 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 48985 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 379 members 
Entering Unmasked Estep 
Score: -137110368.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137111600.000000 to -137110368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -248893.406250 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -248893.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -246645.937500 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -246645.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -247196.578125 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -247196.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -247422.390625 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -247422.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -247603.515625 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -247603.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247755.203125 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -247755.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -247898.328125 Penalty: 3632.947021
	Iteration 5F: 3 clusters Score -247898.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -248037.031250 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -248037 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -248146.875000 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -248146.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -248210.171875 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -248210.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -248267.890625 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -248267.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -248322.437500 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -248322.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -248380.656250 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -248380.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248446.875000 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -248446.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248506.343750 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -248506.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -248543.515625 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -248543.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -248567.515625 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -248567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248580.437500 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -248580.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -248587.531250 Penalty: 3632.947021
	Iteration 17Q: 3 clusters Score -248587.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -248592.250000 Penalty: 3632.947021
	Iteration 18Q: 3 clusters Score -248592.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248593.953125 Penalty: 3632.947021
	Iteration 19Q: 3 clusters Score -248594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248595.843750 Penalty: 3632.947021
	Iteration 20F: 3 clusters Score -248595.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248604.281250 Penalty: 3632.947021
	Iteration 21Q: 3 clusters Score -248604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -248609.640625 Penalty: 3632.947021
	Iteration 22Q: 3 clusters Score -248609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -248614.625000 Penalty: 3632.947021
	Iteration 23Q: 3 clusters Score -248614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248616.296875 Penalty: 3632.947021
	Iteration 24Q: 3 clusters Score -248616.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248616.296875 Penalty: 3632.947021
	Iteration 25F: 3 clusters Score -248616.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Entering Unmasked Estep 
Score: -8011964.000000 Penalty: 2645.693115
	Iteration 0F: 2 clusters Score -8011964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7983344.500000 Penalty: 5291.386230
	Iteration 0F: 3 clusters Score -7983344 nChanged 19786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -7994156.000000 Penalty: 5291.386230
	Iteration 1F: 3 clusters Score -7994156 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -7994786.000000 Penalty: 5291.386230
	Iteration 2Q: 3 clusters Score -7994786 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -7995338.000000 Penalty: 5291.386230
	Iteration 3Q: 3 clusters Score -7995338 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7996033.000000 Penalty: 5291.386230
	Iteration 4Q: 3 clusters Score -7996033 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -7997023.500000 Penalty: 5291.386230
	Iteration 5Q: 3 clusters Score -7997024 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -7998327.000000 Penalty: 5291.386230
	Iteration 6F: 3 clusters Score -7998327 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -8000144.500000 Penalty: 5291.386230
	Iteration 7F: 3 clusters Score -8000144 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -8002322.500000 Penalty: 5291.386230
	Iteration 8F: 3 clusters Score -8002322 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -8004529.500000 Penalty: 5291.386230
	Iteration 9F: 3 clusters Score -8004530 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8006451.000000 Penalty: 5291.386230
	Iteration 10Q: 3 clusters Score -8006451 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -8007984.000000 Penalty: 5291.386230
	Iteration 11Q: 3 clusters Score -8007984 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8008865.000000 Penalty: 5291.386230
	Iteration 12Q: 3 clusters Score -8008865 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -8009370.500000 Penalty: 5291.386230
	Iteration 13Q: 3 clusters Score -8009370 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8009651.000000 Penalty: 5291.386230
	Iteration 14Q: 3 clusters Score -8009651 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8009794.500000 Penalty: 5291.386230
	Iteration 15Q: 3 clusters Score -8009794 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -8009927.000000 Penalty: 5291.386230
	Iteration 16Q: 3 clusters Score -8009927 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8010037.500000 Penalty: 5291.386230
	Iteration 17Q: 3 clusters Score -8010038 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -8010070.000000 Penalty: 5291.386230
	Iteration 18Q: 3 clusters Score -8010070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8010131.500000 Penalty: 5291.386230
	Iteration 19Q: 3 clusters Score -8010132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -8010171.000000 Penalty: 5291.386230
	Iteration 20F: 3 clusters Score -8010171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -8010156.500000 Penalty: 5291.386230
	Iteration 21Q: 3 clusters Score -8010156 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8010175.500000 Penalty: 5291.386230
	Iteration 22Q: 3 clusters Score -8010176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8010195.500000 Penalty: 5291.386230
	Iteration 23Q: 3 clusters Score -8010196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8010216.500000 Penalty: 5291.386230
	Iteration 24Q: 3 clusters Score -8010216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8010227.000000 Penalty: 5291.386230
	Iteration 25Q: 3 clusters Score -8010227 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -8010244.500000 Penalty: 5291.386230
	Iteration 26Q: 3 clusters Score -8010244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40136 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8010255.000000 Penalty: 5291.386230
	Iteration 27Q: 3 clusters Score -8010255 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8010252.500000 Penalty: 5291.386230
	Iteration 28Q: 3 clusters Score -8010252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8010241.500000 Penalty: 5291.386230
	Iteration 29Q: 3 clusters Score -8010242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8010265.000000 Penalty: 5291.386230
	Iteration 30Q: 3 clusters Score -8010265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8010271.500000 Penalty: 5291.386230
	Iteration 31Q: 3 clusters Score -8010272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8010265.500000 Penalty: 5291.386230
	Iteration 32Q: 3 clusters Score -8010266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8010273.000000 Penalty: 5291.386230
	Iteration 33Q: 3 clusters Score -8010273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8010273.000000 Penalty: 5291.386230
	Iteration 34Q: 3 clusters Score -8010273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8010278.000000 Penalty: 5291.386230
	Iteration 35Q: 3 clusters Score -8010278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8010282.500000 Penalty: 5291.386230
	Iteration 36Q: 3 clusters Score -8010282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8010267.000000 Penalty: 5291.386230
	Iteration 37Q: 3 clusters Score -8010267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8010275.000000 Penalty: 5291.386230
	Iteration 38Q: 3 clusters Score -8010275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8010267.000000 Penalty: 5291.386230
	Iteration 39Q: 3 clusters Score -8010267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8010266.500000 Penalty: 5291.386230
	Iteration 40F: 3 clusters Score -8010266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8010268.500000 Penalty: 5291.386230
	Iteration 41Q: 3 clusters Score -8010268 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8010271.500000 Penalty: 5291.386230
	Iteration 42Q: 3 clusters Score -8010272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8010272.000000 Penalty: 5291.386230
	Iteration 43Q: 3 clusters Score -8010272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8010271.500000 Penalty: 5291.386230
	Iteration 44Q: 3 clusters Score -8010272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8010268.500000 Penalty: 5291.386230
	Iteration 45Q: 3 clusters Score -8010268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8010265.500000 Penalty: 5291.386230
	Iteration 46Q: 3 clusters Score -8010266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8010263.000000 Penalty: 5291.386230
	Iteration 47Q: 3 clusters Score -8010263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -8010266.000000 Penalty: 5291.386230
	Iteration 48Q: 3 clusters Score -8010266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8010262.000000 Penalty: 5291.386230
	Iteration 49Q: 3 clusters Score -8010262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8010267.000000 Penalty: 5291.386230
	Iteration 50Q: 3 clusters Score -8010267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8010270.500000 Penalty: 5291.386230
	Iteration 51Q: 3 clusters Score -8010270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -8010272.500000 Penalty: 5291.386230
	Iteration 52Q: 3 clusters Score -8010272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8010273.500000 Penalty: 5291.386230
	Iteration 53Q: 3 clusters Score -8010274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8010268.500000 Penalty: 5291.386230
	Iteration 54Q: 3 clusters Score -8010268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8010277.000000 Penalty: 5291.386230
	Iteration 55Q: 3 clusters Score -8010277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8010272.000000 Penalty: 5291.386230
	Iteration 56Q: 3 clusters Score -8010272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8010273.500000 Penalty: 5291.386230
	Iteration 57Q: 3 clusters Score -8010274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -8010260.500000 Penalty: 5291.386230
	Iteration 58Q: 3 clusters Score -8010260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -8010263.000000 Penalty: 5291.386230
	Iteration 59Q: 3 clusters Score -8010263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8010266.000000 Penalty: 5291.386230
	Iteration 60F: 3 clusters Score -8010266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8010266.500000 Penalty: 5291.386230
	Iteration 61Q: 3 clusters Score -8010266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8010272.500000 Penalty: 5291.386230
	Iteration 62Q: 3 clusters Score -8010272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8010267.000000 Penalty: 5291.386230
	Iteration 63Q: 3 clusters Score -8010267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40618 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8010265.500000 Penalty: 5291.386230
	Iteration 64Q: 3 clusters Score -8010266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8010263.000000 Penalty: 5291.386230
	Iteration 65Q: 3 clusters Score -8010263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8010274.500000 Penalty: 5291.386230
	Iteration 66Q: 3 clusters Score -8010274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8010267.500000 Penalty: 5291.386230
	Iteration 67Q: 3 clusters Score -8010268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8010270.000000 Penalty: 5291.386230
	Iteration 68Q: 3 clusters Score -8010270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8010271.500000 Penalty: 5291.386230
	Iteration 69Q: 3 clusters Score -8010272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8010271.500000 Penalty: 5291.386230
	Iteration 70F: 3 clusters Score -8010272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Entering Unmasked Estep 
Score: -9212954.000000 Penalty: 2679.622314
	Iteration 0F: 2 clusters Score -9212954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -9183224.000000 Penalty: 5359.244629
	Iteration 0F: 3 clusters Score -9183224 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -9195620.000000 Penalty: 5359.244629
	Iteration 1F: 3 clusters Score -9195620 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -9196084.000000 Penalty: 5359.244629
	Iteration 2Q: 3 clusters Score -9196084 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -9196663.000000 Penalty: 5359.244629
	Iteration 3Q: 3 clusters Score -9196663 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -9197439.000000 Penalty: 5359.244629
	Iteration 4Q: 3 clusters Score -9197439 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -9198673.000000 Penalty: 5359.244629
	Iteration 5Q: 3 clusters Score -9198673 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -9200394.000000 Penalty: 5359.244629
	Iteration 6F: 3 clusters Score -9200394 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -9202635.000000 Penalty: 5359.244629
	Iteration 7F: 3 clusters Score -9202635 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -9204859.000000 Penalty: 5359.244629
	Iteration 8F: 3 clusters Score -9204859 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -9206821.000000 Penalty: 5359.244629
	Iteration 9Q: 3 clusters Score -9206821 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -9208309.000000 Penalty: 5359.244629
	Iteration 10Q: 3 clusters Score -9208309 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -9209397.000000 Penalty: 5359.244629
	Iteration 11Q: 3 clusters Score -9209397 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -9210076.000000 Penalty: 5359.244629
	Iteration 12Q: 3 clusters Score -9210076 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -9210537.000000 Penalty: 5359.244629
	Iteration 13Q: 3 clusters Score -9210537 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -9210787.000000 Penalty: 5359.244629
	Iteration 14Q: 3 clusters Score -9210787 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -9210926.000000 Penalty: 5359.244629
	Iteration 15Q: 3 clusters Score -9210926 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -9211062.000000 Penalty: 5359.244629
	Iteration 16Q: 3 clusters Score -9211062 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -9211154.000000 Penalty: 5359.244629
	Iteration 17Q: 3 clusters Score -9211154 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -9211216.000000 Penalty: 5359.244629
	Iteration 18Q: 3 clusters Score -9211216 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -9211255.000000 Penalty: 5359.244629
	Iteration 19Q: 3 clusters Score -9211255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -9211287.000000 Penalty: 5359.244629
	Iteration 20F: 3 clusters Score -9211287 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -9211336.000000 Penalty: 5359.244629
	Iteration 21Q: 3 clusters Score -9211336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -9211360.000000 Penalty: 5359.244629
	Iteration 22Q: 3 clusters Score -9211360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9211373.000000 Penalty: 5359.244629
	Iteration 23Q: 3 clusters Score -9211373 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -9211388.000000 Penalty: 5359.244629
	Iteration 24Q: 3 clusters Score -9211388 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -9211429.000000 Penalty: 5359.244629
	Iteration 25Q: 3 clusters Score -9211429 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -9211454.000000 Penalty: 5359.244629
	Iteration 26Q: 3 clusters Score -9211454 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9211489.000000 Penalty: 5359.244629
	Iteration 27Q: 3 clusters Score -9211489 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -9211510.000000 Penalty: 5359.244629
	Iteration 28Q: 3 clusters Score -9211510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -9211528.000000 Penalty: 5359.244629
	Iteration 29Q: 3 clusters Score -9211528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -9211546.000000 Penalty: 5359.244629
	Iteration 30Q: 3 clusters Score -9211546 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -9211565.000000 Penalty: 5359.244629
	Iteration 31Q: 3 clusters Score -9211565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -9211584.000000 Penalty: 5359.244629
	Iteration 32Q: 3 clusters Score -9211584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -9211634.000000 Penalty: 5359.244629
	Iteration 33Q: 3 clusters Score -9211634 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -9211637.000000 Penalty: 5359.244629
	Iteration 34Q: 3 clusters Score -9211637 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -9211652.000000 Penalty: 5359.244629
	Iteration 35Q: 3 clusters Score -9211652 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -9211649.000000 Penalty: 5359.244629
	Iteration 36Q: 3 clusters Score -9211649 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -9211659.000000 Penalty: 5359.244629
	Iteration 37Q: 3 clusters Score -9211659 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -9211704.000000 Penalty: 5359.244629
	Iteration 38Q: 3 clusters Score -9211704 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -9211718.000000 Penalty: 5359.244629
	Iteration 39Q: 3 clusters Score -9211718 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -9211743.000000 Penalty: 5359.244629
	Iteration 40F: 3 clusters Score -9211743 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -9211749.000000 Penalty: 5359.244629
	Iteration 41Q: 3 clusters Score -9211749 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -9211748.000000 Penalty: 5359.244629
	Iteration 42Q: 3 clusters Score -9211748 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -9211797.000000 Penalty: 5359.244629
	Iteration 43Q: 3 clusters Score -9211797 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -9211814.000000 Penalty: 5359.244629
	Iteration 44Q: 3 clusters Score -9211814 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -9211807.000000 Penalty: 5359.244629
	Iteration 45Q: 3 clusters Score -9211807 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41964 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -9211808.000000 Penalty: 5359.244629
	Iteration 46Q: 3 clusters Score -9211808 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -9211842.000000 Penalty: 5359.244629
	Iteration 47Q: 3 clusters Score -9211842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -9211857.000000 Penalty: 5359.244629
	Iteration 48Q: 3 clusters Score -9211857 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -9211866.000000 Penalty: 5359.244629
	Iteration 49Q: 3 clusters Score -9211866 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -9211905.000000 Penalty: 5359.244629
	Iteration 50Q: 3 clusters Score -9211905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -9211925.000000 Penalty: 5359.244629
	Iteration 51Q: 3 clusters Score -9211925 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -9211933.000000 Penalty: 5359.244629
	Iteration 52Q: 3 clusters Score -9211933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -9211956.000000 Penalty: 5359.244629
	Iteration 53Q: 3 clusters Score -9211956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -9211956.000000 Penalty: 5359.244629
	Iteration 54Q: 3 clusters Score -9211956 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -9211962.000000 Penalty: 5359.244629
	Iteration 55Q: 3 clusters Score -9211962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9211968.000000 Penalty: 5359.244629
	Iteration 56Q: 3 clusters Score -9211968 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -9211989.000000 Penalty: 5359.244629
	Iteration 57Q: 3 clusters Score -9211989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -9212010.000000 Penalty: 5359.244629
	Iteration 58Q: 3 clusters Score -9212010 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -9212032.000000 Penalty: 5359.244629
	Iteration 59Q: 3 clusters Score -9212032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -9212046.000000 Penalty: 5359.244629
	Iteration 60F: 3 clusters Score -9212046 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -9212089.000000 Penalty: 5359.244629
	Iteration 61Q: 3 clusters Score -9212089 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -9212063.000000 Penalty: 5359.244629
	Iteration 62Q: 3 clusters Score -9212063 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -9212076.000000 Penalty: 5359.244629
	Iteration 63Q: 3 clusters Score -9212076 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9212069.000000 Penalty: 5359.244629
	Iteration 64Q: 3 clusters Score -9212069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9212089.000000 Penalty: 5359.244629
	Iteration 65Q: 3 clusters Score -9212089 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -9212109.000000 Penalty: 5359.244629
	Iteration 66Q: 3 clusters Score -9212109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -9212118.000000 Penalty: 5359.244629
	Iteration 67Q: 3 clusters Score -9212118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -9212140.000000 Penalty: 5359.244629
	Iteration 68Q: 3 clusters Score -9212140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9212138.000000 Penalty: 5359.244629
	Iteration 69Q: 3 clusters Score -9212138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9212127.000000 Penalty: 5359.244629
	Iteration 70Q: 3 clusters Score -9212127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -9212129.000000 Penalty: 5359.244629
	Iteration 71Q: 3 clusters Score -9212129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9212110.000000 Penalty: 5359.244629
	Iteration 72Q: 3 clusters Score -9212110 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -9212125.000000 Penalty: 5359.244629
	Iteration 73Q: 3 clusters Score -9212125 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -9212122.000000 Penalty: 5359.244629
	Iteration 74Q: 3 clusters Score -9212122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -9212120.000000 Penalty: 5359.244629
	Iteration 75Q: 3 clusters Score -9212120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9212110.000000 Penalty: 5359.244629
	Iteration 76Q: 3 clusters Score -9212110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9212128.000000 Penalty: 5359.244629
	Iteration 77Q: 3 clusters Score -9212128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -9212139.000000 Penalty: 5359.244629
	Iteration 78Q: 3 clusters Score -9212139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -9212120.000000 Penalty: 5359.244629
	Iteration 79Q: 3 clusters Score -9212120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -9212135.000000 Penalty: 5359.244629
	Iteration 80F: 3 clusters Score -9212135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -9212128.000000 Penalty: 5359.244629
	Iteration 81Q: 3 clusters Score -9212128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -9212133.000000 Penalty: 5359.244629
	Iteration 82Q: 3 clusters Score -9212133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -9212136.000000 Penalty: 5359.244629
	Iteration 83Q: 3 clusters Score -9212136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -9212139.000000 Penalty: 5359.244629
	Iteration 84Q: 3 clusters Score -9212139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -9212140.000000 Penalty: 5359.244629
	Iteration 85Q: 3 clusters Score -9212140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -9212138.000000 Penalty: 5359.244629
	Iteration 86Q: 3 clusters Score -9212138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9212124.000000 Penalty: 5359.244629
	Iteration 87Q: 3 clusters Score -9212124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -9212128.000000 Penalty: 5359.244629
	Iteration 88Q: 3 clusters Score -9212128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -9212134.000000 Penalty: 5359.244629
	Iteration 89Q: 3 clusters Score -9212134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9212127.000000 Penalty: 5359.244629
	Iteration 90Q: 3 clusters Score -9212127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -9212125.000000 Penalty: 5359.244629
	Iteration 91Q: 3 clusters Score -9212125 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -9212141.000000 Penalty: 5359.244629
	Iteration 92Q: 3 clusters Score -9212141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -9212136.000000 Penalty: 5359.244629
	Iteration 93Q: 3 clusters Score -9212136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9212143.000000 Penalty: 5359.244629
	Iteration 94Q: 3 clusters Score -9212143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -9212135.000000 Penalty: 5359.244629
	Iteration 95Q: 3 clusters Score -9212135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -9212152.000000 Penalty: 5359.244629
	Iteration 96Q: 3 clusters Score -9212152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -9212153.000000 Penalty: 5359.244629
	Iteration 97Q: 3 clusters Score -9212153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -9212146.000000 Penalty: 5359.244629
	Iteration 98Q: 3 clusters Score -9212146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -9212157.000000 Penalty: 5359.244629
	Iteration 99Q: 3 clusters Score -9212157 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -9212155.000000 Penalty: 5359.244629
	Iteration 100F: 3 clusters Score -9212155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -9212168.000000 Penalty: 5359.244629
	Iteration 101Q: 3 clusters Score -9212168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -9212175.000000 Penalty: 5359.244629
	Iteration 102Q: 3 clusters Score -9212175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -9212179.000000 Penalty: 5359.244629
	Iteration 103Q: 3 clusters Score -9212179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -9212191.000000 Penalty: 5359.244629
	Iteration 104Q: 3 clusters Score -9212191 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -9212199.000000 Penalty: 5359.244629
	Iteration 105Q: 3 clusters Score -9212199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -9212193.000000 Penalty: 5359.244629
	Iteration 106Q: 3 clusters Score -9212193 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -9212196.000000 Penalty: 5359.244629
	Iteration 107Q: 3 clusters Score -9212196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9212208.000000 Penalty: 5359.244629
	Iteration 108Q: 3 clusters Score -9212208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -9212204.000000 Penalty: 5359.244629
	Iteration 109Q: 3 clusters Score -9212204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -9212203.000000 Penalty: 5359.244629
	Iteration 110Q: 3 clusters Score -9212203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -9212209.000000 Penalty: 5359.244629
	Iteration 111Q: 3 clusters Score -9212209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -9212208.000000 Penalty: 5359.244629
	Iteration 112Q: 3 clusters Score -9212208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -9212200.000000 Penalty: 5359.244629
	Iteration 113Q: 3 clusters Score -9212200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -9212216.000000 Penalty: 5359.244629
	Iteration 114Q: 3 clusters Score -9212216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -9212215.000000 Penalty: 5359.244629
	Iteration 115Q: 3 clusters Score -9212215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -9212212.000000 Penalty: 5359.244629
	Iteration 116Q: 3 clusters Score -9212212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -9212203.000000 Penalty: 5359.244629
	Iteration 117Q: 3 clusters Score -9212203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -9212209.000000 Penalty: 5359.244629
	Iteration 118Q: 3 clusters Score -9212209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -9212204.000000 Penalty: 5359.244629
	Iteration 119Q: 3 clusters Score -9212204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -9212202.000000 Penalty: 5359.244629
	Iteration 120F: 3 clusters Score -9212202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -9212200.000000 Penalty: 5359.244629
	Iteration 121Q: 3 clusters Score -9212200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -9212200.000000 Penalty: 5359.244629
	Iteration 122Q: 3 clusters Score -9212200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -9212204.000000 Penalty: 5359.244629
	Iteration 123Q: 3 clusters Score -9212204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -9212215.000000 Penalty: 5359.244629
	Iteration 124Q: 3 clusters Score -9212215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -9212221.000000 Penalty: 5359.244629
	Iteration 125Q: 3 clusters Score -9212221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -9212219.000000 Penalty: 5359.244629
	Iteration 126Q: 3 clusters Score -9212219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -9212223.000000 Penalty: 5359.244629
	Iteration 127Q: 3 clusters Score -9212223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -9212229.000000 Penalty: 5359.244629
	Iteration 128Q: 3 clusters Score -9212229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -9212220.000000 Penalty: 5359.244629
	Iteration 129Q: 3 clusters Score -9212220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -9212235.000000 Penalty: 5359.244629
	Iteration 130Q: 3 clusters Score -9212235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -9212234.000000 Penalty: 5359.244629
	Iteration 131Q: 3 clusters Score -9212234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -9212241.000000 Penalty: 5359.244629
	Iteration 132Q: 3 clusters Score -9212241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -9212249.000000 Penalty: 5359.244629
	Iteration 133Q: 3 clusters Score -9212249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -9212244.000000 Penalty: 5359.244629
	Iteration 134Q: 3 clusters Score -9212244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -9212253.000000 Penalty: 5359.244629
	Iteration 135Q: 3 clusters Score -9212253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -9212257.000000 Penalty: 5359.244629
	Iteration 136Q: 3 clusters Score -9212257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -9212269.000000 Penalty: 5359.244629
	Iteration 137Q: 3 clusters Score -9212269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -9212267.000000 Penalty: 5359.244629
	Iteration 138Q: 3 clusters Score -9212267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -9212264.000000 Penalty: 5359.244629
	Iteration 139Q: 3 clusters Score -9212264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -9212278.000000 Penalty: 5359.244629
	Iteration 140F: 3 clusters Score -9212278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -9212278.000000 Penalty: 5359.244629
	Iteration 141Q: 3 clusters Score -9212278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -9212270.000000 Penalty: 5359.244629
	Iteration 142Q: 3 clusters Score -9212270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -9212279.000000 Penalty: 5359.244629
	Iteration 143Q: 3 clusters Score -9212279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -9212280.000000 Penalty: 5359.244629
	Iteration 144Q: 3 clusters Score -9212280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -9212277.000000 Penalty: 5359.244629
	Iteration 145Q: 3 clusters Score -9212277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -9212284.000000 Penalty: 5359.244629
	Iteration 146Q: 3 clusters Score -9212284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -9212294.000000 Penalty: 5359.244629
	Iteration 147Q: 3 clusters Score -9212294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -9212294.000000 Penalty: 5359.244629
	Iteration 148Q: 3 clusters Score -9212294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -9212301.000000 Penalty: 5359.244629
	Iteration 149Q: 3 clusters Score -9212301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -9212295.000000 Penalty: 5359.244629
	Iteration 150Q: 3 clusters Score -9212295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -9212290.000000 Penalty: 5359.244629
	Iteration 151Q: 3 clusters Score -9212290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -9212287.000000 Penalty: 5359.244629
	Iteration 152Q: 3 clusters Score -9212287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -9212291.000000 Penalty: 5359.244629
	Iteration 153Q: 3 clusters Score -9212291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -9212289.000000 Penalty: 5359.244629
	Iteration 154Q: 3 clusters Score -9212289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -9212303.000000 Penalty: 5359.244629
	Iteration 155Q: 3 clusters Score -9212303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -9212295.000000 Penalty: 5359.244629
	Iteration 156Q: 3 clusters Score -9212295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -9212295.000000 Penalty: 5359.244629
	Iteration 157Q: 3 clusters Score -9212295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -9212298.000000 Penalty: 5359.244629
	Iteration 158Q: 3 clusters Score -9212298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -9212306.000000 Penalty: 5359.244629
	Iteration 159Q: 3 clusters Score -9212306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -9212299.000000 Penalty: 5359.244629
	Iteration 160F: 3 clusters Score -9212299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -9212301.000000 Penalty: 5359.244629
	Iteration 161Q: 3 clusters Score -9212301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -9212300.000000 Penalty: 5359.244629
	Iteration 162Q: 3 clusters Score -9212300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -9212286.000000 Penalty: 5359.244629
	Iteration 163Q: 3 clusters Score -9212286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -9212288.000000 Penalty: 5359.244629
	Iteration 164Q: 3 clusters Score -9212288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -9212283.000000 Penalty: 5359.244629
	Iteration 165Q: 3 clusters Score -9212283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -9212278.000000 Penalty: 5359.244629
	Iteration 166Q: 3 clusters Score -9212278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -9212280.000000 Penalty: 5359.244629
	Iteration 167Q: 3 clusters Score -9212280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -9212286.000000 Penalty: 5359.244629
	Iteration 168Q: 3 clusters Score -9212286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -9212296.000000 Penalty: 5359.244629
	Iteration 169Q: 3 clusters Score -9212296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -9212311.000000 Penalty: 5359.244629
	Iteration 170Q: 3 clusters Score -9212311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -9212308.000000 Penalty: 5359.244629
	Iteration 171Q: 3 clusters Score -9212308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -9212316.000000 Penalty: 5359.244629
	Iteration 172Q: 3 clusters Score -9212316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -9212324.000000 Penalty: 5359.244629
	Iteration 173Q: 3 clusters Score -9212324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5359.244629
	Iteration 174Q: 3 clusters Score -9212332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5359.244629
	Iteration 175Q: 3 clusters Score -9212332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -9212327.000000 Penalty: 5359.244629
	Iteration 176Q: 3 clusters Score -9212327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -9212323.000000 Penalty: 5359.244629
	Iteration 177Q: 3 clusters Score -9212323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5359.244629
	Iteration 178Q: 3 clusters Score -9212333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -9212338.000000 Penalty: 5359.244629
	Iteration 179Q: 3 clusters Score -9212338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -9212348.000000 Penalty: 5359.244629
	Iteration 180F: 3 clusters Score -9212348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -9212347.000000 Penalty: 5359.244629
	Iteration 181Q: 3 clusters Score -9212347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -9212331.000000 Penalty: 5359.244629
	Iteration 182Q: 3 clusters Score -9212331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -9212337.000000 Penalty: 5359.244629
	Iteration 183Q: 3 clusters Score -9212337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -9212337.000000 Penalty: 5359.244629
	Iteration 184Q: 3 clusters Score -9212337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -9212344.000000 Penalty: 5359.244629
	Iteration 185Q: 3 clusters Score -9212344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5359.244629
	Iteration 186Q: 3 clusters Score -9212339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -9212340.000000 Penalty: 5359.244629
	Iteration 187Q: 3 clusters Score -9212340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -9212341.000000 Penalty: 5359.244629
	Iteration 188Q: 3 clusters Score -9212341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9212344.000000 Penalty: 5359.244629
	Iteration 189Q: 3 clusters Score -9212344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -9212334.000000 Penalty: 5359.244629
	Iteration 190Q: 3 clusters Score -9212334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -9212330.000000 Penalty: 5359.244629
	Iteration 191Q: 3 clusters Score -9212330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -9212329.000000 Penalty: 5359.244629
	Iteration 192Q: 3 clusters Score -9212329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5359.244629
	Iteration 193Q: 3 clusters Score -9212333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -9212345.000000 Penalty: 5359.244629
	Iteration 194Q: 3 clusters Score -9212345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41280 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -9212337.000000 Penalty: 5359.244629
	Iteration 195Q: 3 clusters Score -9212337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -9212341.000000 Penalty: 5359.244629
	Iteration 196Q: 3 clusters Score -9212341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -9212341.000000 Penalty: 5359.244629
	Iteration 197Q: 3 clusters Score -9212341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5359.244629
	Iteration 198Q: 3 clusters Score -9212332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5359.244629
	Iteration 199Q: 3 clusters Score -9212333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5359.244629
	Iteration 200F: 3 clusters Score -9212333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Entering Unmasked Estep 
Score: -8194743.500000 Penalty: 2653.035400
	Iteration 0F: 2 clusters Score -8194744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -8165326.500000 Penalty: 5306.070801
	Iteration 0F: 3 clusters Score -8165326 nChanged 20335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -8176462.500000 Penalty: 5306.070801
	Iteration 1F: 3 clusters Score -8176462 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -8177045.000000 Penalty: 5306.070801
	Iteration 2Q: 3 clusters Score -8177045 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8177747.000000 Penalty: 5306.070801
	Iteration 3Q: 3 clusters Score -8177747 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -8178765.000000 Penalty: 5306.070801
	Iteration 4Q: 3 clusters Score -8178765 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -8180343.000000 Penalty: 5306.070801
	Iteration 5F: 3 clusters Score -8180343 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8182556.500000 Penalty: 5306.070801
	Iteration 6F: 3 clusters Score -8182556 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -8185044.000000 Penalty: 5306.070801
	Iteration 7F: 3 clusters Score -8185044 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -8187338.500000 Penalty: 5306.070801
	Iteration 8F: 3 clusters Score -8187338 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -8189133.000000 Penalty: 5306.070801
	Iteration 9Q: 3 clusters Score -8189133 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8190400.500000 Penalty: 5306.070801
	Iteration 10Q: 3 clusters Score -8190400 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8191263.000000 Penalty: 5306.070801
	Iteration 11Q: 3 clusters Score -8191263 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8191756.500000 Penalty: 5306.070801
	Iteration 12Q: 3 clusters Score -8191756 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8192043.000000 Penalty: 5306.070801
	Iteration 13Q: 3 clusters Score -8192043 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8192221.500000 Penalty: 5306.070801
	Iteration 14Q: 3 clusters Score -8192222 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8192317.000000 Penalty: 5306.070801
	Iteration 15Q: 3 clusters Score -8192317 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8192391.500000 Penalty: 5306.070801
	Iteration 16Q: 3 clusters Score -8192392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8192437.000000 Penalty: 5306.070801
	Iteration 17Q: 3 clusters Score -8192437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8192477.000000 Penalty: 5306.070801
	Iteration 18Q: 3 clusters Score -8192477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8192497.500000 Penalty: 5306.070801
	Iteration 19Q: 3 clusters Score -8192498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8192523.500000 Penalty: 5306.070801
	Iteration 20F: 3 clusters Score -8192524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8192535.000000 Penalty: 5306.070801
	Iteration 21Q: 3 clusters Score -8192535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8192545.500000 Penalty: 5306.070801
	Iteration 22Q: 3 clusters Score -8192546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8192561.000000 Penalty: 5306.070801
	Iteration 23Q: 3 clusters Score -8192561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8192572.500000 Penalty: 5306.070801
	Iteration 24Q: 3 clusters Score -8192572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8192581.000000 Penalty: 5306.070801
	Iteration 25Q: 3 clusters Score -8192581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8192591.000000 Penalty: 5306.070801
	Iteration 26Q: 3 clusters Score -8192591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8192611.500000 Penalty: 5306.070801
	Iteration 27Q: 3 clusters Score -8192612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8192618.000000 Penalty: 5306.070801
	Iteration 28Q: 3 clusters Score -8192618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8192621.500000 Penalty: 5306.070801
	Iteration 29Q: 3 clusters Score -8192622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8192624.000000 Penalty: 5306.070801
	Iteration 30Q: 3 clusters Score -8192624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8192628.000000 Penalty: 5306.070801
	Iteration 31Q: 3 clusters Score -8192628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8192630.500000 Penalty: 5306.070801
	Iteration 32Q: 3 clusters Score -8192630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8192634.500000 Penalty: 5306.070801
	Iteration 33Q: 3 clusters Score -8192634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8192635.500000 Penalty: 5306.070801
	Iteration 34Q: 3 clusters Score -8192636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8192635.500000 Penalty: 5306.070801
	Iteration 35F: 3 clusters Score -8192636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Entering Unmasked Estep 
Score: -11207601.000000 Penalty: 2727.630615
	Iteration 0F: 2 clusters Score -1.12076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -11176071.000000 Penalty: 5455.261230
	Iteration 0F: 3 clusters Score -1.117607e+07 nChanged 27744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -11191671.000000 Penalty: 5455.261230
	Iteration 1F: 3 clusters Score -1.119167e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -11192214.000000 Penalty: 5455.261230
	Iteration 2Q: 3 clusters Score -1.119221e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -11192579.000000 Penalty: 5455.261230
	Iteration 3Q: 3 clusters Score -1.119258e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -11192963.000000 Penalty: 5455.261230
	Iteration 4Q: 3 clusters Score -1.119296e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -11193234.000000 Penalty: 5455.261230
	Iteration 5Q: 3 clusters Score -1.119323e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -11193713.000000 Penalty: 5455.261230
	Iteration 6Q: 3 clusters Score -1.119371e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -11194280.000000 Penalty: 5455.261230
	Iteration 7Q: 3 clusters Score -1.119428e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -11194958.000000 Penalty: 5455.261230
	Iteration 8Q: 3 clusters Score -1.119496e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -11195811.000000 Penalty: 5455.261230
	Iteration 9Q: 3 clusters Score -1.119581e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -11197261.000000 Penalty: 5455.261230
	Iteration 10F: 3 clusters Score -1.119726e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -11198308.000000 Penalty: 5455.261230
	Iteration 11F: 3 clusters Score -1.119831e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 48509 members 
Entering Unmasked Estep 
Score: -11200023.000000 Penalty: 5455.261230
	Iteration 12F: 3 clusters Score -1.120002e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -11202217.000000 Penalty: 5455.261230
	Iteration 13F: 3 clusters Score -1.120222e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -11202979.000000 Penalty: 5455.261230
	Iteration 14Q: 3 clusters Score -1.120298e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -11203871.000000 Penalty: 5455.261230
	Iteration 15Q: 3 clusters Score -1.120387e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -11204400.000000 Penalty: 5455.261230
	Iteration 16Q: 3 clusters Score -1.12044e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -11204635.000000 Penalty: 5455.261230
	Iteration 17Q: 3 clusters Score -1.120464e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -11204868.000000 Penalty: 5455.261230
	Iteration 18Q: 3 clusters Score -1.120487e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -11204983.000000 Penalty: 5455.261230
	Iteration 19Q: 3 clusters Score -1.120498e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -11205062.000000 Penalty: 5455.261230
	Iteration 20F: 3 clusters Score -1.120506e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 58714 members 
Entering Unmasked Estep 
Score: -11205173.000000 Penalty: 5455.261230
	Iteration 21Q: 3 clusters Score -1.120517e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
Score: -11205254.000000 Penalty: 5455.261230
	Iteration 22Q: 3 clusters Score -1.120525e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 58894 members 
Entering Unmasked Estep 
Score: -11205303.000000 Penalty: 5455.261230
	Iteration 23Q: 3 clusters Score -1.12053e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 58952 members 
Entering Unmasked Estep 
Score: -11205278.000000 Penalty: 5455.261230
	Iteration 24Q: 3 clusters Score -1.120528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -11205326.000000 Penalty: 5455.261230
	Iteration 25Q: 3 clusters Score -1.120533e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -11205334.000000 Penalty: 5455.261230
	Iteration 26Q: 3 clusters Score -1.120533e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -11205331.000000 Penalty: 5455.261230
	Iteration 27Q: 3 clusters Score -1.120533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -11205344.000000 Penalty: 5455.261230
	Iteration 28Q: 3 clusters Score -1.120534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -11205344.000000 Penalty: 5455.261230
	Iteration 29Q: 3 clusters Score -1.120534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59070 members 
Entering Unmasked Estep 
Score: -11205337.000000 Penalty: 5455.261230
	Iteration 30Q: 3 clusters Score -1.120534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 59083 members 
Entering Unmasked Estep 
Score: -11205359.000000 Penalty: 5455.261230
	Iteration 31Q: 3 clusters Score -1.120536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 59091 members 
Entering Unmasked Estep 
Score: -11205359.000000 Penalty: 5455.261230
	Iteration 32Q: 3 clusters Score -1.120536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59092 members 
Entering Unmasked Estep 
Score: -11205367.000000 Penalty: 5455.261230
	Iteration 33Q: 3 clusters Score -1.120537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -11205370.000000 Penalty: 5455.261230
	Iteration 34Q: 3 clusters Score -1.120537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 59112 members 
Entering Unmasked Estep 
Score: -11205375.000000 Penalty: 5455.261230
	Iteration 35Q: 3 clusters Score -1.120538e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -11205393.000000 Penalty: 5455.261230
	Iteration 36Q: 3 clusters Score -1.120539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -11205394.000000 Penalty: 5455.261230
	Iteration 37Q: 3 clusters Score -1.120539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 59130 members 
Entering Unmasked Estep 
Score: -11205396.000000 Penalty: 5455.261230
	Iteration 38Q: 3 clusters Score -1.12054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -11205394.000000 Penalty: 5455.261230
	Iteration 39Q: 3 clusters Score -1.120539e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 59143 members 
Entering Unmasked Estep 
Score: -11205397.000000 Penalty: 5455.261230
	Iteration 40F: 3 clusters Score -1.12054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -11205400.000000 Penalty: 5455.261230
	Iteration 41Q: 3 clusters Score -1.12054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -11205411.000000 Penalty: 5455.261230
	Iteration 42Q: 3 clusters Score -1.120541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59166 members 
Entering Unmasked Estep 
Score: -11205415.000000 Penalty: 5455.261230
	Iteration 43Q: 3 clusters Score -1.120542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 59170 members 
Entering Unmasked Estep 
Score: -11205427.000000 Penalty: 5455.261230
	Iteration 44Q: 3 clusters Score -1.120543e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -11205415.000000 Penalty: 5455.261230
	Iteration 45Q: 3 clusters Score -1.120542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 59183 members 
Entering Unmasked Estep 
Score: -11205428.000000 Penalty: 5455.261230
	Iteration 46Q: 3 clusters Score -1.120543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59190 members 
Entering Unmasked Estep 
Score: -11205418.000000 Penalty: 5455.261230
	Iteration 47Q: 3 clusters Score -1.120542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -11205420.000000 Penalty: 5455.261230
	Iteration 48Q: 3 clusters Score -1.120542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -11205420.000000 Penalty: 5455.261230
	Iteration 49F: 3 clusters Score -1.120542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Entering Unmasked Estep 
Score: -9722029.000000 Penalty: 2693.260498
	Iteration 0F: 2 clusters Score -9722029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -9690013.000000 Penalty: 5386.520996
	Iteration 0F: 3 clusters Score -9690013 nChanged 24136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -9703423.000000 Penalty: 5386.520996
	Iteration 1F: 3 clusters Score -9703423 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -9703969.000000 Penalty: 5386.520996
	Iteration 2Q: 3 clusters Score -9703969 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -9704448.000000 Penalty: 5386.520996
	Iteration 3Q: 3 clusters Score -9704448 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -9704964.000000 Penalty: 5386.520996
	Iteration 4Q: 3 clusters Score -9704964 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -9705499.000000 Penalty: 5386.520996
	Iteration 5Q: 3 clusters Score -9705499 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -9706107.000000 Penalty: 5386.520996
	Iteration 6Q: 3 clusters Score -9706107 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -9706793.000000 Penalty: 5386.520996
	Iteration 7Q: 3 clusters Score -9706793 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -9707682.000000 Penalty: 5386.520996
	Iteration 8Q: 3 clusters Score -9707682 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -9708711.000000 Penalty: 5386.520996
	Iteration 9Q: 3 clusters Score -9708711 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -9710009.000000 Penalty: 5386.520996
	Iteration 10Q: 3 clusters Score -9710009 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -9711326.000000 Penalty: 5386.520996
	Iteration 11Q: 3 clusters Score -9711326 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -9712548.000000 Penalty: 5386.520996
	Iteration 12Q: 3 clusters Score -9712548 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -9713453.000000 Penalty: 5386.520996
	Iteration 13Q: 3 clusters Score -9713453 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -9714019.000000 Penalty: 5386.520996
	Iteration 14Q: 3 clusters Score -9714019 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9714361.000000 Penalty: 5386.520996
	Iteration 15Q: 3 clusters Score -9714361 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -9714623.000000 Penalty: 5386.520996
	Iteration 16Q: 3 clusters Score -9714623 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -9714828.000000 Penalty: 5386.520996
	Iteration 17Q: 3 clusters Score -9714828 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -9715054.000000 Penalty: 5386.520996
	Iteration 18Q: 3 clusters Score -9715054 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -9715360.000000 Penalty: 5386.520996
	Iteration 19Q: 3 clusters Score -9715360 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -9715601.000000 Penalty: 5386.520996
	Iteration 20F: 3 clusters Score -9715601 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9715857.000000 Penalty: 5386.520996
	Iteration 21Q: 3 clusters Score -9715857 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -9716143.000000 Penalty: 5386.520996
	Iteration 22Q: 3 clusters Score -9716143 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -9716469.000000 Penalty: 5386.520996
	Iteration 23Q: 3 clusters Score -9716469 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -9716679.000000 Penalty: 5386.520996
	Iteration 24Q: 3 clusters Score -9716679 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -9716981.000000 Penalty: 5386.520996
	Iteration 25Q: 3 clusters Score -9716981 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -9717407.000000 Penalty: 5386.520996
	Iteration 26Q: 3 clusters Score -9717407 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -9717795.000000 Penalty: 5386.520996
	Iteration 27Q: 3 clusters Score -9717795 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -9718213.000000 Penalty: 5386.520996
	Iteration 28Q: 3 clusters Score -9718213 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -9718632.000000 Penalty: 5386.520996
	Iteration 29Q: 3 clusters Score -9718632 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -9719011.000000 Penalty: 5386.520996
	Iteration 30Q: 3 clusters Score -9719011 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 47401 members 
Entering Unmasked Estep 
Score: -9719343.000000 Penalty: 5386.520996
	Iteration 31Q: 3 clusters Score -9719343 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -9719534.000000 Penalty: 5386.520996
	Iteration 32Q: 3 clusters Score -9719534 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9719653.000000 Penalty: 5386.520996
	Iteration 33Q: 3 clusters Score -9719653 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9719723.000000 Penalty: 5386.520996
	Iteration 34Q: 3 clusters Score -9719723 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9719878.000000 Penalty: 5386.520996
	Iteration 35Q: 3 clusters Score -9719878 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -9719974.000000 Penalty: 5386.520996
	Iteration 36Q: 3 clusters Score -9719974 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -9720052.000000 Penalty: 5386.520996
	Iteration 37Q: 3 clusters Score -9720052 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -9720093.000000 Penalty: 5386.520996
	Iteration 38Q: 3 clusters Score -9720093 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 50581 members 
Entering Unmasked Estep 
Score: -9720123.000000 Penalty: 5386.520996
	Iteration 39Q: 3 clusters Score -9720123 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -9720127.000000 Penalty: 5386.520996
	Iteration 40F: 3 clusters Score -9720127 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -9720127.000000 Penalty: 5386.520996
	Iteration 41Q: 3 clusters Score -9720127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -9720109.000000 Penalty: 5386.520996
	Iteration 42Q: 3 clusters Score -9720109 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -9720088.000000 Penalty: 5386.520996
	Iteration 43Q: 3 clusters Score -9720088 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -9720093.000000 Penalty: 5386.520996
	Iteration 44Q: 3 clusters Score -9720093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 51109 members 
Entering Unmasked Estep 
Score: -9720051.000000 Penalty: 5386.520996
	Iteration 45Q: 3 clusters Score -9720051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9720037.000000 Penalty: 5386.520996
	Iteration 46Q: 3 clusters Score -9720037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9720033.000000 Penalty: 5386.520996
	Iteration 47Q: 3 clusters Score -9720033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -9720028.000000 Penalty: 5386.520996
	Iteration 48Q: 3 clusters Score -9720028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -9720020.000000 Penalty: 5386.520996
	Iteration 49Q: 3 clusters Score -9720020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -9720015.000000 Penalty: 5386.520996
	Iteration 50Q: 3 clusters Score -9720015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 51264 members 
Entering Unmasked Estep 
Score: -9720010.000000 Penalty: 5386.520996
	Iteration 51Q: 3 clusters Score -9720010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -9720002.000000 Penalty: 5386.520996
	Iteration 52Q: 3 clusters Score -9720002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 51296 members 
Entering Unmasked Estep 
Score: -9720007.000000 Penalty: 5386.520996
	Iteration 53Q: 3 clusters Score -9720007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -9720001.000000 Penalty: 5386.520996
	Iteration 54Q: 3 clusters Score -9720001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 51321 members 
Entering Unmasked Estep 
Score: -9720012.000000 Penalty: 5386.520996
	Iteration 55Q: 3 clusters Score -9720012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -9720019.000000 Penalty: 5386.520996
	Iteration 56Q: 3 clusters Score -9720019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 51342 members 
Entering Unmasked Estep 
Score: -9720021.000000 Penalty: 5386.520996
	Iteration 57Q: 3 clusters Score -9720021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -9720019.000000 Penalty: 5386.520996
	Iteration 58Q: 3 clusters Score -9720019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -9720024.000000 Penalty: 5386.520996
	Iteration 59Q: 3 clusters Score -9720024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -9720025.000000 Penalty: 5386.520996
	Iteration 60F: 3 clusters Score -9720025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -9720022.000000 Penalty: 5386.520996
	Iteration 61Q: 3 clusters Score -9720022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -9720028.000000 Penalty: 5386.520996
	Iteration 62Q: 3 clusters Score -9720028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -9720023.000000 Penalty: 5386.520996
	Iteration 63Q: 3 clusters Score -9720023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -9720029.000000 Penalty: 5386.520996
	Iteration 64Q: 3 clusters Score -9720029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -9720026.000000 Penalty: 5386.520996
	Iteration 65Q: 3 clusters Score -9720026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -9720034.000000 Penalty: 5386.520996
	Iteration 66Q: 3 clusters Score -9720034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 51369 members 
Entering Unmasked Estep 
Score: -9720034.000000 Penalty: 5386.520996
	Iteration 67F: 3 clusters Score -9720034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Entering Unmasked Estep 
Score: -703104.875000 Penalty: 2041.645142
	Iteration 0F: 2 clusters Score -703104.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -699346.750000 Penalty: 4083.290283
	Iteration 0F: 3 clusters Score -699346.8 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -700159.750000 Penalty: 4083.290283
	Iteration 1F: 3 clusters Score -700159.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -700369.312500 Penalty: 4083.290283
	Iteration 2F: 3 clusters Score -700369.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -700522.750000 Penalty: 4083.290283
	Iteration 3F: 3 clusters Score -700522.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -700631.687500 Penalty: 4083.290283
	Iteration 4Q: 3 clusters Score -700631.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -700722.437500 Penalty: 4083.290283
	Iteration 5Q: 3 clusters Score -700722.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -700788.500000 Penalty: 4083.290283
	Iteration 6Q: 3 clusters Score -700788.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -700836.062500 Penalty: 4083.290283
	Iteration 7Q: 3 clusters Score -700836.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -700884.625000 Penalty: 4083.290283
	Iteration 8Q: 3 clusters Score -700884.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -700928.937500 Penalty: 4083.290283
	Iteration 9Q: 3 clusters Score -700928.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -700971.187500 Penalty: 4083.290283
	Iteration 10Q: 3 clusters Score -700971.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -701003.000000 Penalty: 4083.290283
	Iteration 11Q: 3 clusters Score -701003 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -701039.000000 Penalty: 4083.290283
	Iteration 12Q: 3 clusters Score -701039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -701072.062500 Penalty: 4083.290283
	Iteration 13Q: 3 clusters Score -701072.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -701112.000000 Penalty: 4083.290283
	Iteration 14Q: 3 clusters Score -701112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -701143.312500 Penalty: 4083.290283
	Iteration 15Q: 3 clusters Score -701143.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -701175.750000 Penalty: 4083.290283
	Iteration 16Q: 3 clusters Score -701175.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -701198.500000 Penalty: 4083.290283
	Iteration 17Q: 3 clusters Score -701198.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -701221.562500 Penalty: 4083.290283
	Iteration 18Q: 3 clusters Score -701221.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -701240.250000 Penalty: 4083.290283
	Iteration 19Q: 3 clusters Score -701240.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -701260.312500 Penalty: 4083.290283
	Iteration 20F: 3 clusters Score -701260.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -701282.000000 Penalty: 4083.290283
	Iteration 21Q: 3 clusters Score -701282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -701294.875000 Penalty: 4083.290283
	Iteration 22Q: 3 clusters Score -701294.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -701307.500000 Penalty: 4083.290283
	Iteration 23Q: 3 clusters Score -701307.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -701316.312500 Penalty: 4083.290283
	Iteration 24Q: 3 clusters Score -701316.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -701326.437500 Penalty: 4083.290283
	Iteration 25Q: 3 clusters Score -701326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -701334.500000 Penalty: 4083.290283
	Iteration 26Q: 3 clusters Score -701334.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -701342.687500 Penalty: 4083.290283
	Iteration 27Q: 3 clusters Score -701342.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -701351.437500 Penalty: 4083.290283
	Iteration 28Q: 3 clusters Score -701351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -701359.125000 Penalty: 4083.290283
	Iteration 29Q: 3 clusters Score -701359.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -701368.750000 Penalty: 4083.290283
	Iteration 30Q: 3 clusters Score -701368.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -701376.250000 Penalty: 4083.290283
	Iteration 31Q: 3 clusters Score -701376.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -701386.500000 Penalty: 4083.290283
	Iteration 32Q: 3 clusters Score -701386.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -701397.000000 Penalty: 4083.290283
	Iteration 33Q: 3 clusters Score -701397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -701406.750000 Penalty: 4083.290283
	Iteration 34Q: 3 clusters Score -701406.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -701415.312500 Penalty: 4083.290283
	Iteration 35Q: 3 clusters Score -701415.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -701420.250000 Penalty: 4083.290283
	Iteration 36Q: 3 clusters Score -701420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -701426.687500 Penalty: 4083.290283
	Iteration 37Q: 3 clusters Score -701426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -701429.625000 Penalty: 4083.290283
	Iteration 38Q: 3 clusters Score -701429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -701432.125000 Penalty: 4083.290283
	Iteration 39Q: 3 clusters Score -701432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -701435.875000 Penalty: 4083.290283
	Iteration 40F: 3 clusters Score -701435.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -701439.437500 Penalty: 4083.290283
	Iteration 41Q: 3 clusters Score -701439.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -701444.250000 Penalty: 4083.290283
	Iteration 42Q: 3 clusters Score -701444.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -701446.125000 Penalty: 4083.290283
	Iteration 43Q: 3 clusters Score -701446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -701451.000000 Penalty: 4083.290283
	Iteration 44Q: 3 clusters Score -701451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -701455.625000 Penalty: 4083.290283
	Iteration 45Q: 3 clusters Score -701455.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -701459.312500 Penalty: 4083.290283
	Iteration 46Q: 3 clusters Score -701459.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -701460.375000 Penalty: 4083.290283
	Iteration 47Q: 3 clusters Score -701460.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -701460.625000 Penalty: 4083.290283
	Iteration 48Q: 3 clusters Score -701460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -701460.625000 Penalty: 4083.290283
	Iteration 49F: 3 clusters Score -701460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53447.406250 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53447.41 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53773.281250 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53773.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53867.929688 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -53867.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53958.378906 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -53958.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54066.050781 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54066.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54122.402344 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54122.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -54132.417969 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54132.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54135.519531 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54135.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54135.519531 Penalty: 3084.425781
	Iteration 8F: 3 clusters Score -54135.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -183297.968750 Penalty: 1725.459351
	Iteration 0F: 2 clusters Score -183298 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 557 members 
Entering Unmasked Estep 
Score: -181360.171875 Penalty: 3450.918701
	Iteration 0F: 3 clusters Score -181360.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -181763.062500 Penalty: 3450.918701
	Iteration 1F: 3 clusters Score -181763.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -181961.484375 Penalty: 3450.918701
	Iteration 2F: 3 clusters Score -181961.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -182095.156250 Penalty: 3450.918701
	Iteration 3F: 3 clusters Score -182095.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -182200.843750 Penalty: 3450.918701
	Iteration 4Q: 3 clusters Score -182200.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182289.750000 Penalty: 3450.918701
	Iteration 5Q: 3 clusters Score -182289.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182330.140625 Penalty: 3450.918701
	Iteration 6Q: 3 clusters Score -182330.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -182353.031250 Penalty: 3450.918701
	Iteration 7Q: 3 clusters Score -182353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182367.765625 Penalty: 3450.918701
	Iteration 8Q: 3 clusters Score -182367.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182385.015625 Penalty: 3450.918701
	Iteration 9Q: 3 clusters Score -182385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -182400.765625 Penalty: 3450.918701
	Iteration 10Q: 3 clusters Score -182400.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -182413.218750 Penalty: 3450.918701
	Iteration 11Q: 3 clusters Score -182413.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -182426.656250 Penalty: 3450.918701
	Iteration 12Q: 3 clusters Score -182426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -182446.984375 Penalty: 3450.918701
	Iteration 13Q: 3 clusters Score -182447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -182461.359375 Penalty: 3450.918701
	Iteration 14Q: 3 clusters Score -182461.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -182467.062500 Penalty: 3450.918701
	Iteration 15Q: 3 clusters Score -182467.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -182476.250000 Penalty: 3450.918701
	Iteration 16Q: 3 clusters Score -182476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -182483.796875 Penalty: 3450.918701
	Iteration 17Q: 3 clusters Score -182483.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -182486.156250 Penalty: 3450.918701
	Iteration 18Q: 3 clusters Score -182486.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182488.218750 Penalty: 3450.918701
	Iteration 19Q: 3 clusters Score -182488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -182489.281250 Penalty: 3450.918701
	Iteration 20F: 3 clusters Score -182489.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Entering Unmasked Estep 
Score: -9098380.000000 Penalty: 2676.894043
	Iteration 0F: 2 clusters Score -9098380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -9067405.000000 Penalty: 5353.788086
	Iteration 0F: 3 clusters Score -9067405 nChanged 22545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -9079979.000000 Penalty: 5353.788086
	Iteration 1F: 3 clusters Score -9079979 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -9080454.000000 Penalty: 5353.788086
	Iteration 2Q: 3 clusters Score -9080454 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -9081058.000000 Penalty: 5353.788086
	Iteration 3Q: 3 clusters Score -9081058 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -9081898.000000 Penalty: 5353.788086
	Iteration 4Q: 3 clusters Score -9081898 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -9083152.000000 Penalty: 5353.788086
	Iteration 5Q: 3 clusters Score -9083152 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -9084933.000000 Penalty: 5353.788086
	Iteration 6F: 3 clusters Score -9084933 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -9087215.000000 Penalty: 5353.788086
	Iteration 7F: 3 clusters Score -9087215 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -9090103.000000 Penalty: 5353.788086
	Iteration 8F: 3 clusters Score -9090103 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -9092978.000000 Penalty: 5353.788086
	Iteration 9F: 3 clusters Score -9092978 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -9094918.000000 Penalty: 5353.788086
	Iteration 10F: 3 clusters Score -9094918 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -9095884.000000 Penalty: 5353.788086
	Iteration 11Q: 3 clusters Score -9095884 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -9096374.000000 Penalty: 5353.788086
	Iteration 12Q: 3 clusters Score -9096374 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -9096750.000000 Penalty: 5353.788086
	Iteration 13Q: 3 clusters Score -9096750 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -9097039.000000 Penalty: 5353.788086
	Iteration 14Q: 3 clusters Score -9097039 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -9097331.000000 Penalty: 5353.788086
	Iteration 15Q: 3 clusters Score -9097331 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -9097520.000000 Penalty: 5353.788086
	Iteration 16Q: 3 clusters Score -9097520 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -9097644.000000 Penalty: 5353.788086
	Iteration 17Q: 3 clusters Score -9097644 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -9097685.000000 Penalty: 5353.788086
	Iteration 18Q: 3 clusters Score -9097685 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9097734.000000 Penalty: 5353.788086
	Iteration 19Q: 3 clusters Score -9097734 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -9097814.000000 Penalty: 5353.788086
	Iteration 20F: 3 clusters Score -9097814 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -9097790.000000 Penalty: 5353.788086
	Iteration 21Q: 3 clusters Score -9097790 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -9097775.000000 Penalty: 5353.788086
	Iteration 22Q: 3 clusters Score -9097775 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -9097701.000000 Penalty: 5353.788086
	Iteration 23Q: 3 clusters Score -9097701 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9097676.000000 Penalty: 5353.788086
	Iteration 24Q: 3 clusters Score -9097676 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9097640.000000 Penalty: 5353.788086
	Iteration 25Q: 3 clusters Score -9097640 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45851 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -9097650.000000 Penalty: 5353.788086
	Iteration 26Q: 3 clusters Score -9097650 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -9097586.000000 Penalty: 5353.788086
	Iteration 27Q: 3 clusters Score -9097586 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -9097575.000000 Penalty: 5353.788086
	Iteration 28Q: 3 clusters Score -9097575 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9097522.000000 Penalty: 5353.788086
	Iteration 29Q: 3 clusters Score -9097522 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9097499.000000 Penalty: 5353.788086
	Iteration 30Q: 3 clusters Score -9097499 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -9097499.000000 Penalty: 5353.788086
	Iteration 31Q: 3 clusters Score -9097499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9097484.000000 Penalty: 5353.788086
	Iteration 32Q: 3 clusters Score -9097484 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9097464.000000 Penalty: 5353.788086
	Iteration 33Q: 3 clusters Score -9097464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9097467.000000 Penalty: 5353.788086
	Iteration 34Q: 3 clusters Score -9097467 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9097451.000000 Penalty: 5353.788086
	Iteration 35Q: 3 clusters Score -9097451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9097450.000000 Penalty: 5353.788086
	Iteration 36Q: 3 clusters Score -9097450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9097449.000000 Penalty: 5353.788086
	Iteration 37Q: 3 clusters Score -9097449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9097453.000000 Penalty: 5353.788086
	Iteration 38Q: 3 clusters Score -9097453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 39Q: 3 clusters Score -9097441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9097434.000000 Penalty: 5353.788086
	Iteration 40F: 3 clusters Score -9097434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9097430.000000 Penalty: 5353.788086
	Iteration 41Q: 3 clusters Score -9097430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9097434.000000 Penalty: 5353.788086
	Iteration 42Q: 3 clusters Score -9097434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 43Q: 3 clusters Score -9097441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 44Q: 3 clusters Score -9097441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9097430.000000 Penalty: 5353.788086
	Iteration 45Q: 3 clusters Score -9097430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9097440.000000 Penalty: 5353.788086
	Iteration 46Q: 3 clusters Score -9097440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9097436.000000 Penalty: 5353.788086
	Iteration 47Q: 3 clusters Score -9097436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 48Q: 3 clusters Score -9097441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 49Q: 3 clusters Score -9097441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5353.788086
	Iteration 50Q: 3 clusters Score -9097447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9097450.000000 Penalty: 5353.788086
	Iteration 51Q: 3 clusters Score -9097450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 52Q: 3 clusters Score -9097441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9097444.000000 Penalty: 5353.788086
	Iteration 53Q: 3 clusters Score -9097444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9097450.000000 Penalty: 5353.788086
	Iteration 54Q: 3 clusters Score -9097450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -9097453.000000 Penalty: 5353.788086
	Iteration 55Q: 3 clusters Score -9097453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5353.788086
	Iteration 56Q: 3 clusters Score -9097447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9097444.000000 Penalty: 5353.788086
	Iteration 57Q: 3 clusters Score -9097444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9097442.000000 Penalty: 5353.788086
	Iteration 58Q: 3 clusters Score -9097442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 59Q: 3 clusters Score -9097441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9097438.000000 Penalty: 5353.788086
	Iteration 60F: 3 clusters Score -9097438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9097435.000000 Penalty: 5353.788086
	Iteration 61Q: 3 clusters Score -9097435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9097441.000000 Penalty: 5353.788086
	Iteration 62Q: 3 clusters Score -9097441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9097446.000000 Penalty: 5353.788086
	Iteration 63Q: 3 clusters Score -9097446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9097450.000000 Penalty: 5353.788086
	Iteration 64Q: 3 clusters Score -9097450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -9097443.000000 Penalty: 5353.788086
	Iteration 65Q: 3 clusters Score -9097443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5353.788086
	Iteration 66Q: 3 clusters Score -9097447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5353.788086
	Iteration 67Q: 3 clusters Score -9097447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -9097447.000000 Penalty: 5353.788086
	Iteration 68F: 3 clusters Score -9097447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Entering Unmasked Estep 
Score: -4382344.500000 Penalty: 2502.116211
	Iteration 0F: 2 clusters Score -4382344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -4365703.500000 Penalty: 5004.232422
	Iteration 0F: 3 clusters Score -4365704 nChanged 10506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -4371190.500000 Penalty: 5004.232422
	Iteration 1F: 3 clusters Score -4371190 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4371642.000000 Penalty: 5004.232422
	Iteration 2F: 3 clusters Score -4371642 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4372015.000000 Penalty: 5004.232422
	Iteration 3Q: 3 clusters Score -4372015 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -4372412.500000 Penalty: 5004.232422
	Iteration 4Q: 3 clusters Score -4372412 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4372835.500000 Penalty: 5004.232422
	Iteration 5Q: 3 clusters Score -4372836 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -4373223.000000 Penalty: 5004.232422
	Iteration 6Q: 3 clusters Score -4373223 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -4373550.000000 Penalty: 5004.232422
	Iteration 7Q: 3 clusters Score -4373550 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -4373812.500000 Penalty: 5004.232422
	Iteration 8Q: 3 clusters Score -4373812 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -4374004.500000 Penalty: 5004.232422
	Iteration 9Q: 3 clusters Score -4374004 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4374168.000000 Penalty: 5004.232422
	Iteration 10Q: 3 clusters Score -4374168 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -4374353.000000 Penalty: 5004.232422
	Iteration 11Q: 3 clusters Score -4374353 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -4374504.000000 Penalty: 5004.232422
	Iteration 12Q: 3 clusters Score -4374504 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -4374735.000000 Penalty: 5004.232422
	Iteration 13Q: 3 clusters Score -4374735 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4374995.500000 Penalty: 5004.232422
	Iteration 14Q: 3 clusters Score -4374996 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -4375326.500000 Penalty: 5004.232422
	Iteration 15Q: 3 clusters Score -4375326 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -4375735.000000 Penalty: 5004.232422
	Iteration 16Q: 3 clusters Score -4375735 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -4376313.000000 Penalty: 5004.232422
	Iteration 17Q: 3 clusters Score -4376313 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -4376973.500000 Penalty: 5004.232422
	Iteration 18Q: 3 clusters Score -4376974 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -4377701.000000 Penalty: 5004.232422
	Iteration 19Q: 3 clusters Score -4377701 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -4378441.500000 Penalty: 5004.232422
	Iteration 20F: 3 clusters Score -4378442 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -4379083.000000 Penalty: 5004.232422
	Iteration 21Q: 3 clusters Score -4379083 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4379495.000000 Penalty: 5004.232422
	Iteration 22Q: 3 clusters Score -4379495 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -4379736.000000 Penalty: 5004.232422
	Iteration 23Q: 3 clusters Score -4379736 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -4379877.500000 Penalty: 5004.232422
	Iteration 24Q: 3 clusters Score -4379878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -4379980.000000 Penalty: 5004.232422
	Iteration 25Q: 3 clusters Score -4379980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -4380041.000000 Penalty: 5004.232422
	Iteration 26Q: 3 clusters Score -4380041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4380087.000000 Penalty: 5004.232422
	Iteration 27Q: 3 clusters Score -4380087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4380122.500000 Penalty: 5004.232422
	Iteration 28Q: 3 clusters Score -4380122 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -4380134.500000 Penalty: 5004.232422
	Iteration 29Q: 3 clusters Score -4380134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4380148.500000 Penalty: 5004.232422
	Iteration 30Q: 3 clusters Score -4380148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -4380165.500000 Penalty: 5004.232422
	Iteration 31Q: 3 clusters Score -4380166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -4380176.000000 Penalty: 5004.232422
	Iteration 32Q: 3 clusters Score -4380176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -4380179.000000 Penalty: 5004.232422
	Iteration 33Q: 3 clusters Score -4380179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -4380190.500000 Penalty: 5004.232422
	Iteration 34Q: 3 clusters Score -4380190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4380195.500000 Penalty: 5004.232422
	Iteration 35Q: 3 clusters Score -4380196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4380202.000000 Penalty: 5004.232422
	Iteration 36Q: 3 clusters Score -4380202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -4380207.500000 Penalty: 5004.232422
	Iteration 37Q: 3 clusters Score -4380208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4380209.500000 Penalty: 5004.232422
	Iteration 38Q: 3 clusters Score -4380210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4380212.000000 Penalty: 5004.232422
	Iteration 39Q: 3 clusters Score -4380212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4380215.500000 Penalty: 5004.232422
	Iteration 40F: 3 clusters Score -4380216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Entering Unmasked Estep 
Score: -6796158.000000 Penalty: 2605.535156
	Iteration 0F: 2 clusters Score -6796158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -6771663.000000 Penalty: 5211.070312
	Iteration 0F: 3 clusters Score -6771663 nChanged 16748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -6780963.000000 Penalty: 5211.070312
	Iteration 1F: 3 clusters Score -6780963 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -6781565.500000 Penalty: 5211.070312
	Iteration 2Q: 3 clusters Score -6781566 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -6782117.000000 Penalty: 5211.070312
	Iteration 3Q: 3 clusters Score -6782117 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -6782703.500000 Penalty: 5211.070312
	Iteration 4Q: 3 clusters Score -6782704 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -6783489.500000 Penalty: 5211.070312
	Iteration 5Q: 3 clusters Score -6783490 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -6784656.500000 Penalty: 5211.070312
	Iteration 6F: 3 clusters Score -6784656 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -6786096.500000 Penalty: 5211.070312
	Iteration 7F: 3 clusters Score -6786096 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -6787854.500000 Penalty: 5211.070312
	Iteration 8F: 3 clusters Score -6787854 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -6789621.000000 Penalty: 5211.070312
	Iteration 9F: 3 clusters Score -6789621 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -6791051.500000 Penalty: 5211.070312
	Iteration 10Q: 3 clusters Score -6791052 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -6791892.000000 Penalty: 5211.070312
	Iteration 11Q: 3 clusters Score -6791892 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -6792404.500000 Penalty: 5211.070312
	Iteration 12Q: 3 clusters Score -6792404 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -6792712.000000 Penalty: 5211.070312
	Iteration 13Q: 3 clusters Score -6792712 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6792954.000000 Penalty: 5211.070312
	Iteration 14Q: 3 clusters Score -6792954 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -6793155.000000 Penalty: 5211.070312
	Iteration 15Q: 3 clusters Score -6793155 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -6793320.000000 Penalty: 5211.070312
	Iteration 16Q: 3 clusters Score -6793320 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -6793436.000000 Penalty: 5211.070312
	Iteration 17Q: 3 clusters Score -6793436 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6793529.000000 Penalty: 5211.070312
	Iteration 18Q: 3 clusters Score -6793529 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6793644.500000 Penalty: 5211.070312
	Iteration 19Q: 3 clusters Score -6793644 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -6793753.500000 Penalty: 5211.070312
	Iteration 20F: 3 clusters Score -6793754 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -6793821.500000 Penalty: 5211.070312
	Iteration 21Q: 3 clusters Score -6793822 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -6793882.500000 Penalty: 5211.070312
	Iteration 22Q: 3 clusters Score -6793882 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -6793924.500000 Penalty: 5211.070312
	Iteration 23Q: 3 clusters Score -6793924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6793969.500000 Penalty: 5211.070312
	Iteration 24Q: 3 clusters Score -6793970 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
Score: -6793999.000000 Penalty: 5211.070312
	Iteration 25Q: 3 clusters Score -6793999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6794013.500000 Penalty: 5211.070312
	Iteration 26Q: 3 clusters Score -6794014 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -6794019.500000 Penalty: 5211.070312
	Iteration 27Q: 3 clusters Score -6794020 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6794026.500000 Penalty: 5211.070312
	Iteration 28Q: 3 clusters Score -6794026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -6794022.500000 Penalty: 5211.070312
	Iteration 29Q: 3 clusters Score -6794022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -6794023.000000 Penalty: 5211.070312
	Iteration 30Q: 3 clusters Score -6794023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -6794031.500000 Penalty: 5211.070312
	Iteration 31Q: 3 clusters Score -6794032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6794036.500000 Penalty: 5211.070312
	Iteration 32Q: 3 clusters Score -6794036 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -6794044.500000 Penalty: 5211.070312
	Iteration 33Q: 3 clusters Score -6794044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -6794048.500000 Penalty: 5211.070312
	Iteration 34Q: 3 clusters Score -6794048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -6794050.500000 Penalty: 5211.070312
	Iteration 35Q: 3 clusters Score -6794050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -6794044.000000 Penalty: 5211.070312
	Iteration 36Q: 3 clusters Score -6794044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -6794058.000000 Penalty: 5211.070312
	Iteration 37Q: 3 clusters Score -6794058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -6794058.500000 Penalty: 5211.070312
	Iteration 38Q: 3 clusters Score -6794058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -6794067.500000 Penalty: 5211.070312
	Iteration 39Q: 3 clusters Score -6794068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -6794071.000000 Penalty: 5211.070312
	Iteration 40F: 3 clusters Score -6794071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -6794075.500000 Penalty: 5211.070312
	Iteration 41Q: 3 clusters Score -6794076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -6794072.500000 Penalty: 5211.070312
	Iteration 42Q: 3 clusters Score -6794072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -6794071.000000 Penalty: 5211.070312
	Iteration 43Q: 3 clusters Score -6794071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -6794070.000000 Penalty: 5211.070312
	Iteration 44Q: 3 clusters Score -6794070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6794074.000000 Penalty: 5211.070312
	Iteration 45Q: 3 clusters Score -6794074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -6794077.500000 Penalty: 5211.070312
	Iteration 46Q: 3 clusters Score -6794078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -6794075.000000 Penalty: 5211.070312
	Iteration 47Q: 3 clusters Score -6794075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -6794074.500000 Penalty: 5211.070312
	Iteration 48Q: 3 clusters Score -6794074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -6794076.000000 Penalty: 5211.070312
	Iteration 49Q: 3 clusters Score -6794076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -6794083.000000 Penalty: 5211.070312
	Iteration 50Q: 3 clusters Score -6794083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -6794088.000000 Penalty: 5211.070312
	Iteration 51Q: 3 clusters Score -6794088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -6794079.000000 Penalty: 5211.070312
	Iteration 52Q: 3 clusters Score -6794079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -6794081.000000 Penalty: 5211.070312
	Iteration 53Q: 3 clusters Score -6794081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -6794081.500000 Penalty: 5211.070312
	Iteration 54Q: 3 clusters Score -6794082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -6794085.500000 Penalty: 5211.070312
	Iteration 55Q: 3 clusters Score -6794086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -6794085.500000 Penalty: 5211.070312
	Iteration 56Q: 3 clusters Score -6794086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -6794097.000000 Penalty: 5211.070312
	Iteration 57Q: 3 clusters Score -6794097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6794104.500000 Penalty: 5211.070312
	Iteration 58Q: 3 clusters Score -6794104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -6794109.500000 Penalty: 5211.070312
	Iteration 59Q: 3 clusters Score -6794110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -6794109.000000 Penalty: 5211.070312
	Iteration 60F: 3 clusters Score -6794109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -6794108.500000 Penalty: 5211.070312
	Iteration 61Q: 3 clusters Score -6794108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -6794109.000000 Penalty: 5211.070312
	Iteration 62Q: 3 clusters Score -6794109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -6794108.000000 Penalty: 5211.070312
	Iteration 63Q: 3 clusters Score -6794108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -6794110.500000 Penalty: 5211.070312
	Iteration 64Q: 3 clusters Score -6794110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -6794108.000000 Penalty: 5211.070312
	Iteration 65Q: 3 clusters Score -6794108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6794108.000000 Penalty: 5211.070312
	Iteration 66Q: 3 clusters Score -6794108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -6794108.000000 Penalty: 5211.070312
	Iteration 67F: 3 clusters Score -6794108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -727651.375000 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -727651.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -723722.437500 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -723722.4 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -724579.500000 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -724579.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -724765.750000 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -724765.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -724878.250000 Penalty: 4111.985352
	Iteration 3Q: 3 clusters Score -724878.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -724971.812500 Penalty: 4111.985352
	Iteration 4Q: 3 clusters Score -724971.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -725056.250000 Penalty: 4111.985352
	Iteration 5Q: 3 clusters Score -725056.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -725129.437500 Penalty: 4111.985352
	Iteration 6Q: 3 clusters Score -725129.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -725206.187500 Penalty: 4111.985352
	Iteration 7Q: 3 clusters Score -725206.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -725299.625000 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -725299.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -725394.125000 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -725394.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -725487.250000 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -725487.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -725590.437500 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -725590.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -725687.937500 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -725687.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -725763.937500 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -725763.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -725836.750000 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -725836.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -725891.812500 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -725891.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -725939.500000 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -725939.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -725986.562500 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -725986.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -726028.250000 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -726028.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -726060.562500 Penalty: 4111.985352
	Iteration 19Q: 3 clusters Score -726060.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -726096.875000 Penalty: 4111.985352
	Iteration 20F: 3 clusters Score -726096.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -726116.250000 Penalty: 4111.985352
	Iteration 21Q: 3 clusters Score -726116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -726124.625000 Penalty: 4111.985352
	Iteration 22Q: 3 clusters Score -726124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -726127.500000 Penalty: 4111.985352
	Iteration 23Q: 3 clusters Score -726127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -726128.562500 Penalty: 4111.985352
	Iteration 24Q: 3 clusters Score -726128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -726133.000000 Penalty: 4111.985352
	Iteration 25Q: 3 clusters Score -726133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -726133.250000 Penalty: 4111.985352
	Iteration 26Q: 3 clusters Score -726133.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -726133.562500 Penalty: 4111.985352
	Iteration 27Q: 3 clusters Score -726133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -726133.562500 Penalty: 4111.985352
	Iteration 28F: 3 clusters Score -726133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18266.205078 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18266.21 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18440.835938 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18440.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -18554.777344 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -18554.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -18582.560547 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18582.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -18592.429688 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18592.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18596.939453 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -18596.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18608.179688 Penalty: 2730.644531
	Iteration 6Q: 3 clusters Score -18608.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18619.197266 Penalty: 2730.644531
	Iteration 7Q: 3 clusters Score -18619.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18628.583984 Penalty: 2730.644531
	Iteration 8Q: 3 clusters Score -18628.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -18628.583984 Penalty: 2730.644531
	Iteration 9F: 3 clusters Score -18628.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Entering Unmasked Estep 
Score: -91403.312500 Penalty: 1558.002075
	Iteration 0F: 2 clusters Score -91403.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -89866.117188 Penalty: 3116.004150
	Iteration 0F: 3 clusters Score -89866.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90090.515625 Penalty: 3116.004150
	Iteration 1F: 3 clusters Score -90090.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -90169.484375 Penalty: 3116.004150
	Iteration 2F: 3 clusters Score -90169.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90272.281250 Penalty: 3116.004150
	Iteration 3Q: 3 clusters Score -90272.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90325.664062 Penalty: 3116.004150
	Iteration 4Q: 3 clusters Score -90325.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90366.437500 Penalty: 3116.004150
	Iteration 5Q: 3 clusters Score -90366.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -90393.031250 Penalty: 3116.004150
	Iteration 6Q: 3 clusters Score -90393.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -90419.679688 Penalty: 3116.004150
	Iteration 7Q: 3 clusters Score -90419.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90432.710938 Penalty: 3116.004150
	Iteration 8Q: 3 clusters Score -90432.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90438.195312 Penalty: 3116.004150
	Iteration 9Q: 3 clusters Score -90438.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90441.929688 Penalty: 3116.004150
	Iteration 10Q: 3 clusters Score -90441.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90443.484375 Penalty: 3116.004150
	Iteration 11Q: 3 clusters Score -90443.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90443.484375 Penalty: 3116.004150
	Iteration 12F: 3 clusters Score -90443.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Entering Unmasked Estep 
Score: -9137809.000000 Penalty: 2678.218994
	Iteration 0F: 2 clusters Score -9137809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9106929.000000 Penalty: 5356.437988
	Iteration 0F: 3 clusters Score -9106929 nChanged 22565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -9119332.000000 Penalty: 5356.437988
	Iteration 1F: 3 clusters Score -9119332 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -9119893.000000 Penalty: 5356.437988
	Iteration 2Q: 3 clusters Score -9119893 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -9120320.000000 Penalty: 5356.437988
	Iteration 3Q: 3 clusters Score -9120320 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -9120804.000000 Penalty: 5356.437988
	Iteration 4Q: 3 clusters Score -9120804 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9121386.000000 Penalty: 5356.437988
	Iteration 5Q: 3 clusters Score -9121386 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -9122078.000000 Penalty: 5356.437988
	Iteration 6Q: 3 clusters Score -9122078 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -9122941.000000 Penalty: 5356.437988
	Iteration 7Q: 3 clusters Score -9122941 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -9124094.000000 Penalty: 5356.437988
	Iteration 8Q: 3 clusters Score -9124094 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -9125595.000000 Penalty: 5356.437988
	Iteration 9F: 3 clusters Score -9125595 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -9127623.000000 Penalty: 5356.437988
	Iteration 10F: 3 clusters Score -9127623 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -9129586.000000 Penalty: 5356.437988
	Iteration 11F: 3 clusters Score -9129586 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -9130710.000000 Penalty: 5356.437988
	Iteration 12Q: 3 clusters Score -9130710 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -9131229.000000 Penalty: 5356.437988
	Iteration 13Q: 3 clusters Score -9131229 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -9131536.000000 Penalty: 5356.437988
	Iteration 14Q: 3 clusters Score -9131536 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -9131714.000000 Penalty: 5356.437988
	Iteration 15Q: 3 clusters Score -9131714 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -9131869.000000 Penalty: 5356.437988
	Iteration 16Q: 3 clusters Score -9131869 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -9132009.000000 Penalty: 5356.437988
	Iteration 17Q: 3 clusters Score -9132009 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -9132134.000000 Penalty: 5356.437988
	Iteration 18Q: 3 clusters Score -9132134 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -9132224.000000 Penalty: 5356.437988
	Iteration 19Q: 3 clusters Score -9132224 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -9132344.000000 Penalty: 5356.437988
	Iteration 20F: 3 clusters Score -9132344 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -9132429.000000 Penalty: 5356.437988
	Iteration 21Q: 3 clusters Score -9132429 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -9132434.000000 Penalty: 5356.437988
	Iteration 22Q: 3 clusters Score -9132434 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -9132521.000000 Penalty: 5356.437988
	Iteration 23Q: 3 clusters Score -9132521 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -9132553.000000 Penalty: 5356.437988
	Iteration 24Q: 3 clusters Score -9132553 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -9132655.000000 Penalty: 5356.437988
	Iteration 25Q: 3 clusters Score -9132655 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -9132703.000000 Penalty: 5356.437988
	Iteration 26Q: 3 clusters Score -9132703 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -9132722.000000 Penalty: 5356.437988
	Iteration 27Q: 3 clusters Score -9132722 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -9132798.000000 Penalty: 5356.437988
	Iteration 28Q: 3 clusters Score -9132798 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 28014 members 
Entering Unmasked Estep 
Score: -9132807.000000 Penalty: 5356.437988
	Iteration 29Q: 3 clusters Score -9132807 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -9132834.000000 Penalty: 5356.437988
	Iteration 30Q: 3 clusters Score -9132834 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -9132873.000000 Penalty: 5356.437988
	Iteration 31Q: 3 clusters Score -9132873 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 28434 members 
Entering Unmasked Estep 
Score: -9132934.000000 Penalty: 5356.437988
	Iteration 32Q: 3 clusters Score -9132934 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -9132990.000000 Penalty: 5356.437988
	Iteration 33Q: 3 clusters Score -9132990 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -9133023.000000 Penalty: 5356.437988
	Iteration 34Q: 3 clusters Score -9133023 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -9133064.000000 Penalty: 5356.437988
	Iteration 35Q: 3 clusters Score -9133064 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -9133095.000000 Penalty: 5356.437988
	Iteration 36Q: 3 clusters Score -9133095 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -9133119.000000 Penalty: 5356.437988
	Iteration 37Q: 3 clusters Score -9133119 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -9133173.000000 Penalty: 5356.437988
	Iteration 38Q: 3 clusters Score -9133173 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -9133235.000000 Penalty: 5356.437988
	Iteration 39Q: 3 clusters Score -9133235 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -9133232.000000 Penalty: 5356.437988
	Iteration 40F: 3 clusters Score -9133232 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -9133240.000000 Penalty: 5356.437988
	Iteration 41Q: 3 clusters Score -9133240 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -9133256.000000 Penalty: 5356.437988
	Iteration 42Q: 3 clusters Score -9133256 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -9133276.000000 Penalty: 5356.437988
	Iteration 43Q: 3 clusters Score -9133276 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -9133291.000000 Penalty: 5356.437988
	Iteration 44Q: 3 clusters Score -9133291 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -9133312.000000 Penalty: 5356.437988
	Iteration 45Q: 3 clusters Score -9133312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -9133322.000000 Penalty: 5356.437988
	Iteration 46Q: 3 clusters Score -9133322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -9133322.000000 Penalty: 5356.437988
	Iteration 47Q: 3 clusters Score -9133322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -9133358.000000 Penalty: 5356.437988
	Iteration 48Q: 3 clusters Score -9133358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -9133370.000000 Penalty: 5356.437988
	Iteration 49Q: 3 clusters Score -9133370 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -9133423.000000 Penalty: 5356.437988
	Iteration 50Q: 3 clusters Score -9133423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -9133442.000000 Penalty: 5356.437988
	Iteration 51Q: 3 clusters Score -9133442 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -9133441.000000 Penalty: 5356.437988
	Iteration 52Q: 3 clusters Score -9133441 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -9133455.000000 Penalty: 5356.437988
	Iteration 53Q: 3 clusters Score -9133455 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -9133470.000000 Penalty: 5356.437988
	Iteration 54Q: 3 clusters Score -9133470 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -9133486.000000 Penalty: 5356.437988
	Iteration 55Q: 3 clusters Score -9133486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -9133498.000000 Penalty: 5356.437988
	Iteration 56Q: 3 clusters Score -9133498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -9133509.000000 Penalty: 5356.437988
	Iteration 57Q: 3 clusters Score -9133509 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -9133509.000000 Penalty: 5356.437988
	Iteration 58Q: 3 clusters Score -9133509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -9133518.000000 Penalty: 5356.437988
	Iteration 59Q: 3 clusters Score -9133518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -9133540.000000 Penalty: 5356.437988
	Iteration 60F: 3 clusters Score -9133540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -9133532.000000 Penalty: 5356.437988
	Iteration 61Q: 3 clusters Score -9133532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -9133536.000000 Penalty: 5356.437988
	Iteration 62Q: 3 clusters Score -9133536 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -9133520.000000 Penalty: 5356.437988
	Iteration 63Q: 3 clusters Score -9133520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -9133536.000000 Penalty: 5356.437988
	Iteration 64Q: 3 clusters Score -9133536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -9133527.000000 Penalty: 5356.437988
	Iteration 65Q: 3 clusters Score -9133527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9133524.000000 Penalty: 5356.437988
	Iteration 66Q: 3 clusters Score -9133524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -9133532.000000 Penalty: 5356.437988
	Iteration 67Q: 3 clusters Score -9133532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -9133536.000000 Penalty: 5356.437988
	Iteration 68Q: 3 clusters Score -9133536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -9133536.000000 Penalty: 5356.437988
	Iteration 69Q: 3 clusters Score -9133536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -9133545.000000 Penalty: 5356.437988
	Iteration 70Q: 3 clusters Score -9133545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -9133547.000000 Penalty: 5356.437988
	Iteration 71Q: 3 clusters Score -9133547 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -9133553.000000 Penalty: 5356.437988
	Iteration 72Q: 3 clusters Score -9133553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -9133562.000000 Penalty: 5356.437988
	Iteration 73Q: 3 clusters Score -9133562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -9133571.000000 Penalty: 5356.437988
	Iteration 74Q: 3 clusters Score -9133571 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -9133572.000000 Penalty: 5356.437988
	Iteration 75Q: 3 clusters Score -9133572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -9133564.000000 Penalty: 5356.437988
	Iteration 76Q: 3 clusters Score -9133564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -9133557.000000 Penalty: 5356.437988
	Iteration 77Q: 3 clusters Score -9133557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9133567.000000 Penalty: 5356.437988
	Iteration 78Q: 3 clusters Score -9133567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -9133573.000000 Penalty: 5356.437988
	Iteration 79Q: 3 clusters Score -9133573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -9133562.000000 Penalty: 5356.437988
	Iteration 80F: 3 clusters Score -9133562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -9133561.000000 Penalty: 5356.437988
	Iteration 81Q: 3 clusters Score -9133561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -9133565.000000 Penalty: 5356.437988
	Iteration 82Q: 3 clusters Score -9133565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -9133563.000000 Penalty: 5356.437988
	Iteration 83Q: 3 clusters Score -9133563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -9133568.000000 Penalty: 5356.437988
	Iteration 84Q: 3 clusters Score -9133568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -9133554.000000 Penalty: 5356.437988
	Iteration 85Q: 3 clusters Score -9133554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -9133562.000000 Penalty: 5356.437988
	Iteration 86Q: 3 clusters Score -9133562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -9133568.000000 Penalty: 5356.437988
	Iteration 87Q: 3 clusters Score -9133568 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9133581.000000 Penalty: 5356.437988
	Iteration 88Q: 3 clusters Score -9133581 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -9133575.000000 Penalty: 5356.437988
	Iteration 89Q: 3 clusters Score -9133575 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -9133603.000000 Penalty: 5356.437988
	Iteration 90Q: 3 clusters Score -9133603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -9133586.000000 Penalty: 5356.437988
	Iteration 91Q: 3 clusters Score -9133586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -9133580.000000 Penalty: 5356.437988
	Iteration 92Q: 3 clusters Score -9133580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9133593.000000 Penalty: 5356.437988
	Iteration 93Q: 3 clusters Score -9133593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -9133598.000000 Penalty: 5356.437988
	Iteration 94Q: 3 clusters Score -9133598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -9133599.000000 Penalty: 5356.437988
	Iteration 95Q: 3 clusters Score -9133599 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -9133599.000000 Penalty: 5356.437988
	Iteration 96Q: 3 clusters Score -9133599 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -9133617.000000 Penalty: 5356.437988
	Iteration 97Q: 3 clusters Score -9133617 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -9133618.000000 Penalty: 5356.437988
	Iteration 98Q: 3 clusters Score -9133618 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -9133619.000000 Penalty: 5356.437988
	Iteration 99Q: 3 clusters Score -9133619 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -9133630.000000 Penalty: 5356.437988
	Iteration 100F: 3 clusters Score -9133630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -9133632.000000 Penalty: 5356.437988
	Iteration 101Q: 3 clusters Score -9133632 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -9133639.000000 Penalty: 5356.437988
	Iteration 102Q: 3 clusters Score -9133639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -9133645.000000 Penalty: 5356.437988
	Iteration 103Q: 3 clusters Score -9133645 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -9133647.000000 Penalty: 5356.437988
	Iteration 104Q: 3 clusters Score -9133647 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -9133635.000000 Penalty: 5356.437988
	Iteration 105Q: 3 clusters Score -9133635 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -9133628.000000 Penalty: 5356.437988
	Iteration 106Q: 3 clusters Score -9133628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -9133629.000000 Penalty: 5356.437988
	Iteration 107Q: 3 clusters Score -9133629 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -9133638.000000 Penalty: 5356.437988
	Iteration 108Q: 3 clusters Score -9133638 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -9133657.000000 Penalty: 5356.437988
	Iteration 109Q: 3 clusters Score -9133657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9133670.000000 Penalty: 5356.437988
	Iteration 110Q: 3 clusters Score -9133670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -9133677.000000 Penalty: 5356.437988
	Iteration 111Q: 3 clusters Score -9133677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -9133663.000000 Penalty: 5356.437988
	Iteration 112Q: 3 clusters Score -9133663 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -9133668.000000 Penalty: 5356.437988
	Iteration 113Q: 3 clusters Score -9133668 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -9133665.000000 Penalty: 5356.437988
	Iteration 114Q: 3 clusters Score -9133665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -9133671.000000 Penalty: 5356.437988
	Iteration 115Q: 3 clusters Score -9133671 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -9133698.000000 Penalty: 5356.437988
	Iteration 116Q: 3 clusters Score -9133698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -9133705.000000 Penalty: 5356.437988
	Iteration 117Q: 3 clusters Score -9133705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -9133729.000000 Penalty: 5356.437988
	Iteration 118Q: 3 clusters Score -9133729 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -9133750.000000 Penalty: 5356.437988
	Iteration 119Q: 3 clusters Score -9133750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -9133773.000000 Penalty: 5356.437988
	Iteration 120F: 3 clusters Score -9133773 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -9133782.000000 Penalty: 5356.437988
	Iteration 121Q: 3 clusters Score -9133782 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -9133804.000000 Penalty: 5356.437988
	Iteration 122Q: 3 clusters Score -9133804 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -9133807.000000 Penalty: 5356.437988
	Iteration 123Q: 3 clusters Score -9133807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -9133813.000000 Penalty: 5356.437988
	Iteration 124Q: 3 clusters Score -9133813 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -9133844.000000 Penalty: 5356.437988
	Iteration 125Q: 3 clusters Score -9133844 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -9133880.000000 Penalty: 5356.437988
	Iteration 126Q: 3 clusters Score -9133880 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -9133875.000000 Penalty: 5356.437988
	Iteration 127Q: 3 clusters Score -9133875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -9133899.000000 Penalty: 5356.437988
	Iteration 128Q: 3 clusters Score -9133899 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -9133940.000000 Penalty: 5356.437988
	Iteration 129Q: 3 clusters Score -9133940 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -9133949.000000 Penalty: 5356.437988
	Iteration 130Q: 3 clusters Score -9133949 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -9133956.000000 Penalty: 5356.437988
	Iteration 131Q: 3 clusters Score -9133956 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -9133993.000000 Penalty: 5356.437988
	Iteration 132Q: 3 clusters Score -9133993 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -9133990.000000 Penalty: 5356.437988
	Iteration 133Q: 3 clusters Score -9133990 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -9134034.000000 Penalty: 5356.437988
	Iteration 134Q: 3 clusters Score -9134034 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -9134034.000000 Penalty: 5356.437988
	Iteration 135Q: 3 clusters Score -9134034 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -9134037.000000 Penalty: 5356.437988
	Iteration 136Q: 3 clusters Score -9134037 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -9134069.000000 Penalty: 5356.437988
	Iteration 137Q: 3 clusters Score -9134069 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -9134110.000000 Penalty: 5356.437988
	Iteration 138Q: 3 clusters Score -9134110 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -9134136.000000 Penalty: 5356.437988
	Iteration 139Q: 3 clusters Score -9134136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -9134197.000000 Penalty: 5356.437988
	Iteration 140F: 3 clusters Score -9134197 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -9134219.000000 Penalty: 5356.437988
	Iteration 141Q: 3 clusters Score -9134219 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -9134257.000000 Penalty: 5356.437988
	Iteration 142Q: 3 clusters Score -9134257 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -9134283.000000 Penalty: 5356.437988
	Iteration 143Q: 3 clusters Score -9134283 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -9134294.000000 Penalty: 5356.437988
	Iteration 144Q: 3 clusters Score -9134294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -9134322.000000 Penalty: 5356.437988
	Iteration 145Q: 3 clusters Score -9134322 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -9134336.000000 Penalty: 5356.437988
	Iteration 146Q: 3 clusters Score -9134336 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -9134351.000000 Penalty: 5356.437988
	Iteration 147Q: 3 clusters Score -9134351 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -9134375.000000 Penalty: 5356.437988
	Iteration 148Q: 3 clusters Score -9134375 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -9134408.000000 Penalty: 5356.437988
	Iteration 149Q: 3 clusters Score -9134408 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -9134433.000000 Penalty: 5356.437988
	Iteration 150Q: 3 clusters Score -9134433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -9134480.000000 Penalty: 5356.437988
	Iteration 151Q: 3 clusters Score -9134480 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -9134500.000000 Penalty: 5356.437988
	Iteration 152Q: 3 clusters Score -9134500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -9134513.000000 Penalty: 5356.437988
	Iteration 153Q: 3 clusters Score -9134513 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -9134535.000000 Penalty: 5356.437988
	Iteration 154Q: 3 clusters Score -9134535 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -9134584.000000 Penalty: 5356.437988
	Iteration 155Q: 3 clusters Score -9134584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -9134592.000000 Penalty: 5356.437988
	Iteration 156Q: 3 clusters Score -9134592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -9134624.000000 Penalty: 5356.437988
	Iteration 157Q: 3 clusters Score -9134624 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -9134639.000000 Penalty: 5356.437988
	Iteration 158Q: 3 clusters Score -9134639 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -9134677.000000 Penalty: 5356.437988
	Iteration 159Q: 3 clusters Score -9134677 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -9134682.000000 Penalty: 5356.437988
	Iteration 160F: 3 clusters Score -9134682 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -9134692.000000 Penalty: 5356.437988
	Iteration 161Q: 3 clusters Score -9134692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9134714.000000 Penalty: 5356.437988
	Iteration 162Q: 3 clusters Score -9134714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -9134728.000000 Penalty: 5356.437988
	Iteration 163Q: 3 clusters Score -9134728 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -9134770.000000 Penalty: 5356.437988
	Iteration 164Q: 3 clusters Score -9134770 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -9134798.000000 Penalty: 5356.437988
	Iteration 165Q: 3 clusters Score -9134798 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -9134820.000000 Penalty: 5356.437988
	Iteration 166Q: 3 clusters Score -9134820 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -9134868.000000 Penalty: 5356.437988
	Iteration 167Q: 3 clusters Score -9134868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -9134914.000000 Penalty: 5356.437988
	Iteration 168Q: 3 clusters Score -9134914 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -9134925.000000 Penalty: 5356.437988
	Iteration 169Q: 3 clusters Score -9134925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -9134979.000000 Penalty: 5356.437988
	Iteration 170Q: 3 clusters Score -9134979 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -9135017.000000 Penalty: 5356.437988
	Iteration 171Q: 3 clusters Score -9135017 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -9135079.000000 Penalty: 5356.437988
	Iteration 172Q: 3 clusters Score -9135079 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -9135131.000000 Penalty: 5356.437988
	Iteration 173Q: 3 clusters Score -9135131 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -9135155.000000 Penalty: 5356.437988
	Iteration 174Q: 3 clusters Score -9135155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -9135183.000000 Penalty: 5356.437988
	Iteration 175Q: 3 clusters Score -9135183 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -9135251.000000 Penalty: 5356.437988
	Iteration 176Q: 3 clusters Score -9135251 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9135319.000000 Penalty: 5356.437988
	Iteration 177Q: 3 clusters Score -9135319 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -9135422.000000 Penalty: 5356.437988
	Iteration 178Q: 3 clusters Score -9135422 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -9135521.000000 Penalty: 5356.437988
	Iteration 179Q: 3 clusters Score -9135521 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -9135594.000000 Penalty: 5356.437988
	Iteration 180F: 3 clusters Score -9135594 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -9135708.000000 Penalty: 5356.437988
	Iteration 181Q: 3 clusters Score -9135708 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -9135788.000000 Penalty: 5356.437988
	Iteration 182Q: 3 clusters Score -9135788 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -9135829.000000 Penalty: 5356.437988
	Iteration 183Q: 3 clusters Score -9135829 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -9135886.000000 Penalty: 5356.437988
	Iteration 184Q: 3 clusters Score -9135886 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -9135980.000000 Penalty: 5356.437988
	Iteration 185Q: 3 clusters Score -9135980 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -9136010.000000 Penalty: 5356.437988
	Iteration 186Q: 3 clusters Score -9136010 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -9136039.000000 Penalty: 5356.437988
	Iteration 187Q: 3 clusters Score -9136039 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -9136096.000000 Penalty: 5356.437988
	Iteration 188Q: 3 clusters Score -9136096 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -9136133.000000 Penalty: 5356.437988
	Iteration 189Q: 3 clusters Score -9136133 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -9136152.000000 Penalty: 5356.437988
	Iteration 190Q: 3 clusters Score -9136152 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -9136158.000000 Penalty: 5356.437988
	Iteration 191Q: 3 clusters Score -9136158 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -9136165.000000 Penalty: 5356.437988
	Iteration 192Q: 3 clusters Score -9136165 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9136158.000000 Penalty: 5356.437988
	Iteration 193Q: 3 clusters Score -9136158 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -9136161.000000 Penalty: 5356.437988
	Iteration 194Q: 3 clusters Score -9136161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9136179.000000 Penalty: 5356.437988
	Iteration 195Q: 3 clusters Score -9136179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -9136138.000000 Penalty: 5356.437988
	Iteration 196Q: 3 clusters Score -9136138 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -9136097.000000 Penalty: 5356.437988
	Iteration 197Q: 3 clusters Score -9136097 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -9136090.000000 Penalty: 5356.437988
	Iteration 198Q: 3 clusters Score -9136090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -9136056.000000 Penalty: 5356.437988
	Iteration 199Q: 3 clusters Score -9136056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9136049.000000 Penalty: 5356.437988
	Iteration 200F: 3 clusters Score -9136049 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -9136041.000000 Penalty: 5356.437988
	Iteration 201Q: 3 clusters Score -9136041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -9136034.000000 Penalty: 5356.437988
	Iteration 202Q: 3 clusters Score -9136034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -9136030.000000 Penalty: 5356.437988
	Iteration 203Q: 3 clusters Score -9136030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9136019.000000 Penalty: 5356.437988
	Iteration 204Q: 3 clusters Score -9136019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -9136017.000000 Penalty: 5356.437988
	Iteration 205Q: 3 clusters Score -9136017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -9135998.000000 Penalty: 5356.437988
	Iteration 206Q: 3 clusters Score -9135998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -9136005.000000 Penalty: 5356.437988
	Iteration 207Q: 3 clusters Score -9136005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9135996.000000 Penalty: 5356.437988
	Iteration 208Q: 3 clusters Score -9135996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -9135984.000000 Penalty: 5356.437988
	Iteration 209Q: 3 clusters Score -9135984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -9135974.000000 Penalty: 5356.437988
	Iteration 210Q: 3 clusters Score -9135974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -9135991.000000 Penalty: 5356.437988
	Iteration 211Q: 3 clusters Score -9135991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48392 members 
Entering Unmasked Estep 
Score: -9135994.000000 Penalty: 5356.437988
	Iteration 212Q: 3 clusters Score -9135994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -9135999.000000 Penalty: 5356.437988
	Iteration 213Q: 3 clusters Score -9135999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -9135997.000000 Penalty: 5356.437988
	Iteration 214Q: 3 clusters Score -9135997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -9135996.000000 Penalty: 5356.437988
	Iteration 215Q: 3 clusters Score -9135996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -9136005.000000 Penalty: 5356.437988
	Iteration 216Q: 3 clusters Score -9136005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9135995.000000 Penalty: 5356.437988
	Iteration 217Q: 3 clusters Score -9135995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -9135994.000000 Penalty: 5356.437988
	Iteration 218Q: 3 clusters Score -9135994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -9135987.000000 Penalty: 5356.437988
	Iteration 219Q: 3 clusters Score -9135987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9135995.000000 Penalty: 5356.437988
	Iteration 220F: 3 clusters Score -9135995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -9135994.000000 Penalty: 5356.437988
	Iteration 221Q: 3 clusters Score -9135994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -9135997.000000 Penalty: 5356.437988
	Iteration 222Q: 3 clusters Score -9135997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9135993.000000 Penalty: 5356.437988
	Iteration 223Q: 3 clusters Score -9135993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -9135998.000000 Penalty: 5356.437988
	Iteration 224Q: 3 clusters Score -9135998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9135992.000000 Penalty: 5356.437988
	Iteration 225Q: 3 clusters Score -9135992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48435 members 
Entering Unmasked Estep 
Score: -9135992.000000 Penalty: 5356.437988
	Iteration 226F: 3 clusters Score -9135992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Entering Unmasked Estep 
Score: -938938.750000 Penalty: 2115.467041
	Iteration 0F: 2 clusters Score -938938.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -934380.500000 Penalty: 4230.934082
	Iteration 0F: 3 clusters Score -934380.5 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -935413.875000 Penalty: 4230.934082
	Iteration 1F: 3 clusters Score -935413.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -935641.437500 Penalty: 4230.934082
	Iteration 2F: 3 clusters Score -935641.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -935780.375000 Penalty: 4230.934082
	Iteration 3Q: 3 clusters Score -935780.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -935871.687500 Penalty: 4230.934082
	Iteration 4Q: 3 clusters Score -935871.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -935938.562500 Penalty: 4230.934082
	Iteration 5Q: 3 clusters Score -935938.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -935988.625000 Penalty: 4230.934082
	Iteration 6Q: 3 clusters Score -935988.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -936024.437500 Penalty: 4230.934082
	Iteration 7Q: 3 clusters Score -936024.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -936060.062500 Penalty: 4230.934082
	Iteration 8Q: 3 clusters Score -936060.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -936094.125000 Penalty: 4230.934082
	Iteration 9Q: 3 clusters Score -936094.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -936137.312500 Penalty: 4230.934082
	Iteration 10Q: 3 clusters Score -936137.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -936174.937500 Penalty: 4230.934082
	Iteration 11Q: 3 clusters Score -936174.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -936203.500000 Penalty: 4230.934082
	Iteration 12Q: 3 clusters Score -936203.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -936233.500000 Penalty: 4230.934082
	Iteration 13Q: 3 clusters Score -936233.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -936259.812500 Penalty: 4230.934082
	Iteration 14Q: 3 clusters Score -936259.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -936295.125000 Penalty: 4230.934082
	Iteration 15Q: 3 clusters Score -936295.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -936324.500000 Penalty: 4230.934082
	Iteration 16Q: 3 clusters Score -936324.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -936348.437500 Penalty: 4230.934082
	Iteration 17Q: 3 clusters Score -936348.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -936365.000000 Penalty: 4230.934082
	Iteration 18Q: 3 clusters Score -936365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -936378.562500 Penalty: 4230.934082
	Iteration 19Q: 3 clusters Score -936378.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -936387.062500 Penalty: 4230.934082
	Iteration 20F: 3 clusters Score -936387.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -936400.000000 Penalty: 4230.934082
	Iteration 21Q: 3 clusters Score -936400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -936418.562500 Penalty: 4230.934082
	Iteration 22Q: 3 clusters Score -936418.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -936434.875000 Penalty: 4230.934082
	Iteration 23Q: 3 clusters Score -936434.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -936444.562500 Penalty: 4230.934082
	Iteration 24Q: 3 clusters Score -936444.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -936451.625000 Penalty: 4230.934082
	Iteration 25Q: 3 clusters Score -936451.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -936459.750000 Penalty: 4230.934082
	Iteration 26Q: 3 clusters Score -936459.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -936464.875000 Penalty: 4230.934082
	Iteration 27Q: 3 clusters Score -936464.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -936467.500000 Penalty: 4230.934082
	Iteration 28Q: 3 clusters Score -936467.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -936473.812500 Penalty: 4230.934082
	Iteration 29Q: 3 clusters Score -936473.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -936480.750000 Penalty: 4230.934082
	Iteration 30Q: 3 clusters Score -936480.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -936492.562500 Penalty: 4230.934082
	Iteration 31Q: 3 clusters Score -936492.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -936497.875000 Penalty: 4230.934082
	Iteration 32Q: 3 clusters Score -936497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -936504.500000 Penalty: 4230.934082
	Iteration 33Q: 3 clusters Score -936504.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -936509.062500 Penalty: 4230.934082
	Iteration 34Q: 3 clusters Score -936509.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -936515.500000 Penalty: 4230.934082
	Iteration 35Q: 3 clusters Score -936515.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -936520.812500 Penalty: 4230.934082
	Iteration 36Q: 3 clusters Score -936520.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -936524.000000 Penalty: 4230.934082
	Iteration 37Q: 3 clusters Score -936524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -936529.062500 Penalty: 4230.934082
	Iteration 38Q: 3 clusters Score -936529.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -936535.000000 Penalty: 4230.934082
	Iteration 39Q: 3 clusters Score -936535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -936546.250000 Penalty: 4230.934082
	Iteration 40F: 3 clusters Score -936546.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -936558.500000 Penalty: 4230.934082
	Iteration 41Q: 3 clusters Score -936558.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -936569.312500 Penalty: 4230.934082
	Iteration 42Q: 3 clusters Score -936569.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -936578.312500 Penalty: 4230.934082
	Iteration 43Q: 3 clusters Score -936578.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -936591.062500 Penalty: 4230.934082
	Iteration 44Q: 3 clusters Score -936591.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -936600.062500 Penalty: 4230.934082
	Iteration 45Q: 3 clusters Score -936600.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -936612.625000 Penalty: 4230.934082
	Iteration 46Q: 3 clusters Score -936612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -936620.000000 Penalty: 4230.934082
	Iteration 47Q: 3 clusters Score -936620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -936629.437500 Penalty: 4230.934082
	Iteration 48Q: 3 clusters Score -936629.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -936636.562500 Penalty: 4230.934082
	Iteration 49Q: 3 clusters Score -936636.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -936641.687500 Penalty: 4230.934082
	Iteration 50Q: 3 clusters Score -936641.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -936647.000000 Penalty: 4230.934082
	Iteration 51Q: 3 clusters Score -936647 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -936656.937500 Penalty: 4230.934082
	Iteration 52Q: 3 clusters Score -936656.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -936668.312500 Penalty: 4230.934082
	Iteration 53Q: 3 clusters Score -936668.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -936678.250000 Penalty: 4230.934082
	Iteration 54Q: 3 clusters Score -936678.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -936689.562500 Penalty: 4230.934082
	Iteration 55Q: 3 clusters Score -936689.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -936700.500000 Penalty: 4230.934082
	Iteration 56Q: 3 clusters Score -936700.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -936713.875000 Penalty: 4230.934082
	Iteration 57Q: 3 clusters Score -936713.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -936734.500000 Penalty: 4230.934082
	Iteration 58Q: 3 clusters Score -936734.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -936755.312500 Penalty: 4230.934082
	Iteration 59Q: 3 clusters Score -936755.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -936772.437500 Penalty: 4230.934082
	Iteration 60F: 3 clusters Score -936772.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -936796.812500 Penalty: 4230.934082
	Iteration 61Q: 3 clusters Score -936796.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -936814.625000 Penalty: 4230.934082
	Iteration 62Q: 3 clusters Score -936814.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -936831.125000 Penalty: 4230.934082
	Iteration 63Q: 3 clusters Score -936831.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -936847.500000 Penalty: 4230.934082
	Iteration 64Q: 3 clusters Score -936847.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -936865.750000 Penalty: 4230.934082
	Iteration 65Q: 3 clusters Score -936865.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -936889.000000 Penalty: 4230.934082
	Iteration 66Q: 3 clusters Score -936889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -936906.125000 Penalty: 4230.934082
	Iteration 67Q: 3 clusters Score -936906.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -936920.625000 Penalty: 4230.934082
	Iteration 68Q: 3 clusters Score -936920.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -936936.562500 Penalty: 4230.934082
	Iteration 69Q: 3 clusters Score -936936.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -936958.750000 Penalty: 4230.934082
	Iteration 70Q: 3 clusters Score -936958.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -936974.625000 Penalty: 4230.934082
	Iteration 71Q: 3 clusters Score -936974.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -936991.625000 Penalty: 4230.934082
	Iteration 72Q: 3 clusters Score -936991.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -937002.625000 Penalty: 4230.934082
	Iteration 73Q: 3 clusters Score -937002.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -937015.750000 Penalty: 4230.934082
	Iteration 74Q: 3 clusters Score -937015.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -937030.562500 Penalty: 4230.934082
	Iteration 75Q: 3 clusters Score -937030.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -937053.687500 Penalty: 4230.934082
	Iteration 76Q: 3 clusters Score -937053.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -937076.250000 Penalty: 4230.934082
	Iteration 77Q: 3 clusters Score -937076.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -937099.125000 Penalty: 4230.934082
	Iteration 78Q: 3 clusters Score -937099.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -937120.187500 Penalty: 4230.934082
	Iteration 79Q: 3 clusters Score -937120.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -937143.187500 Penalty: 4230.934082
	Iteration 80F: 3 clusters Score -937143.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -937163.500000 Penalty: 4230.934082
	Iteration 81Q: 3 clusters Score -937163.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -937174.812500 Penalty: 4230.934082
	Iteration 82Q: 3 clusters Score -937174.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -937191.875000 Penalty: 4230.934082
	Iteration 83Q: 3 clusters Score -937191.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -937202.062500 Penalty: 4230.934082
	Iteration 84Q: 3 clusters Score -937202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -937207.437500 Penalty: 4230.934082
	Iteration 85Q: 3 clusters Score -937207.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -937212.437500 Penalty: 4230.934082
	Iteration 86Q: 3 clusters Score -937212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -937217.750000 Penalty: 4230.934082
	Iteration 87Q: 3 clusters Score -937217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -937221.375000 Penalty: 4230.934082
	Iteration 88Q: 3 clusters Score -937221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -937224.187500 Penalty: 4230.934082
	Iteration 89Q: 3 clusters Score -937224.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -937225.937500 Penalty: 4230.934082
	Iteration 90Q: 3 clusters Score -937225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -937227.437500 Penalty: 4230.934082
	Iteration 91Q: 3 clusters Score -937227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -937228.750000 Penalty: 4230.934082
	Iteration 92Q: 3 clusters Score -937228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -937231.500000 Penalty: 4230.934082
	Iteration 93Q: 3 clusters Score -937231.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -937231.375000 Penalty: 4230.934082
	Iteration 94Q: 3 clusters Score -937231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -937232.500000 Penalty: 4230.934082
	Iteration 95Q: 3 clusters Score -937232.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -937232.500000 Penalty: 4230.934082
	Iteration 96F: 3 clusters Score -937232.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -465542.281250 Penalty: 1950.280884
	Iteration 0F: 2 clusters Score -465542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -462554.156250 Penalty: 3900.561768
	Iteration 0F: 3 clusters Score -462554.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -463186.906250 Penalty: 3900.561768
	Iteration 1F: 3 clusters Score -463186.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -463349.937500 Penalty: 3900.561768
	Iteration 2F: 3 clusters Score -463349.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -463536.250000 Penalty: 3900.561768
	Iteration 3F: 3 clusters Score -463536.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -463717.875000 Penalty: 3900.561768
	Iteration 4Q: 3 clusters Score -463717.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -463816.468750 Penalty: 3900.561768
	Iteration 5Q: 3 clusters Score -463816.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -463898.750000 Penalty: 3900.561768
	Iteration 6Q: 3 clusters Score -463898.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -463960.406250 Penalty: 3900.561768
	Iteration 7Q: 3 clusters Score -463960.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -464024.500000 Penalty: 3900.561768
	Iteration 8Q: 3 clusters Score -464024.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -464083.000000 Penalty: 3900.561768
	Iteration 9Q: 3 clusters Score -464083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -464125.000000 Penalty: 3900.561768
	Iteration 10Q: 3 clusters Score -464125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -464153.937500 Penalty: 3900.561768
	Iteration 11Q: 3 clusters Score -464153.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -464170.125000 Penalty: 3900.561768
	Iteration 12Q: 3 clusters Score -464170.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -464190.281250 Penalty: 3900.561768
	Iteration 13Q: 3 clusters Score -464190.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -464201.656250 Penalty: 3900.561768
	Iteration 14Q: 3 clusters Score -464201.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -464214.218750 Penalty: 3900.561768
	Iteration 15Q: 3 clusters Score -464214.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -464229.593750 Penalty: 3900.561768
	Iteration 16Q: 3 clusters Score -464229.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -464246.750000 Penalty: 3900.561768
	Iteration 17Q: 3 clusters Score -464246.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -464264.750000 Penalty: 3900.561768
	Iteration 18Q: 3 clusters Score -464264.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -464275.812500 Penalty: 3900.561768
	Iteration 19Q: 3 clusters Score -464275.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -464289.156250 Penalty: 3900.561768
	Iteration 20F: 3 clusters Score -464289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -464300.125000 Penalty: 3900.561768
	Iteration 21Q: 3 clusters Score -464300.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -464308.500000 Penalty: 3900.561768
	Iteration 22Q: 3 clusters Score -464308.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -464317.156250 Penalty: 3900.561768
	Iteration 23Q: 3 clusters Score -464317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -464322.062500 Penalty: 3900.561768
	Iteration 24Q: 3 clusters Score -464322.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -464330.500000 Penalty: 3900.561768
	Iteration 25Q: 3 clusters Score -464330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -464335.781250 Penalty: 3900.561768
	Iteration 26Q: 3 clusters Score -464335.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -464340.562500 Penalty: 3900.561768
	Iteration 27Q: 3 clusters Score -464340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -464351.281250 Penalty: 3900.561768
	Iteration 28Q: 3 clusters Score -464351.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -464362.906250 Penalty: 3900.561768
	Iteration 29Q: 3 clusters Score -464362.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -464372.781250 Penalty: 3900.561768
	Iteration 30Q: 3 clusters Score -464372.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -464382.906250 Penalty: 3900.561768
	Iteration 31Q: 3 clusters Score -464382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -464393.375000 Penalty: 3900.561768
	Iteration 32Q: 3 clusters Score -464393.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -464396.375000 Penalty: 3900.561768
	Iteration 33Q: 3 clusters Score -464396.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -464400.250000 Penalty: 3900.561768
	Iteration 34Q: 3 clusters Score -464400.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -464402.031250 Penalty: 3900.561768
	Iteration 35Q: 3 clusters Score -464402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -464402.531250 Penalty: 3900.561768
	Iteration 36Q: 3 clusters Score -464402.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -464404.125000 Penalty: 3900.561768
	Iteration 37Q: 3 clusters Score -464404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -464404.125000 Penalty: 3900.561768
	Iteration 38F: 3 clusters Score -464404.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 46623 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49886 members 
Mstep: Class 6 contains 29224 members 
Mstep: Class 7 contains 46382 members 
Mstep: Class 8 contains 50983 members 
Mstep: Class 9 contains 40659 members 
Mstep: Class 10 contains 47400 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42964 members 
Mstep: Class 14 contains 49263 members 
Mstep: Class 15 contains 44255 members 
Mstep: Class 16 contains 59785 members 
Mstep: Class 17 contains 52048 members 
Mstep: Class 18 contains 3761 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48724 members 
Mstep: Class 22 contains 24081 members 
Mstep: Class 23 contains 36541 members 
Mstep: Class 24 contains 3985 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 535 members 
Mstep: Class 27 contains 48985 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111520.000000 Penalty: 97259.320312
Iteration 199Q: 30 clusters Score -1.371115e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 46651 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 29194 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 51012 members 
Mstep: Class 9 contains 40634 members 
Mstep: Class 10 contains 47372 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42985 members 
Mstep: Class 14 contains 49231 members 
Mstep: Class 15 contains 44266 members 
Mstep: Class 16 contains 59815 members 
Mstep: Class 17 contains 52022 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48751 members 
Mstep: Class 22 contains 24088 members 
Mstep: Class 23 contains 36486 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 48946 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 2607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111648.000000 Penalty: 97259.320312
Iteration 200F: 30 clusters Score -1.371116e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 46646 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49932 members 
Mstep: Class 6 contains 29180 members 
Mstep: Class 7 contains 46506 members 
Mstep: Class 8 contains 51071 members 
Mstep: Class 9 contains 40599 members 
Mstep: Class 10 contains 47329 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43026 members 
Mstep: Class 14 contains 49175 members 
Mstep: Class 15 contains 44283 members 
Mstep: Class 16 contains 59854 members 
Mstep: Class 17 contains 52019 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48742 members 
Mstep: Class 22 contains 24104 members 
Mstep: Class 23 contains 36450 members 
Mstep: Class 24 contains 3982 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 48891 members 
Mstep: Class 28 contains 5062 members 
Mstep: Class 29 contains 2610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111824.000000 Penalty: 97259.320312
Iteration 201Q: 30 clusters Score -1.371118e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46659 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49918 members 
Mstep: Class 6 contains 29154 members 
Mstep: Class 7 contains 46586 members 
Mstep: Class 8 contains 51111 members 
Mstep: Class 9 contains 40568 members 
Mstep: Class 10 contains 47304 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43027 members 
Mstep: Class 14 contains 49148 members 
Mstep: Class 15 contains 44304 members 
Mstep: Class 16 contains 59889 members 
Mstep: Class 17 contains 52018 members 
Mstep: Class 18 contains 3753 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48743 members 
Mstep: Class 22 contains 24114 members 
Mstep: Class 23 contains 36399 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 534 members 
Mstep: Class 27 contains 48861 members 
Mstep: Class 28 contains 5059 members 
Mstep: Class 29 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111968.000000 Penalty: 97259.320312
Iteration 202Q: 30 clusters Score -1.37112e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46654 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49884 members 
Mstep: Class 6 contains 29114 members 
Mstep: Class 7 contains 46676 members 
Mstep: Class 8 contains 51149 members 
Mstep: Class 9 contains 40539 members 
Mstep: Class 10 contains 47285 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43048 members 
Mstep: Class 14 contains 49130 members 
Mstep: Class 15 contains 44320 members 
Mstep: Class 16 contains 59919 members 
Mstep: Class 17 contains 52014 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48754 members 
Mstep: Class 22 contains 24119 members 
Mstep: Class 23 contains 36341 members 
Mstep: Class 24 contains 3977 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 48862 members 
Mstep: Class 28 contains 5056 members 
Mstep: Class 29 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111744.000000 Penalty: 97259.320312
Iteration 203Q: 30 clusters Score -1.371117e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 46656 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49841 members 
Mstep: Class 6 contains 29090 members 
Mstep: Class 7 contains 46763 members 
Mstep: Class 8 contains 51160 members 
Mstep: Class 9 contains 40502 members 
Mstep: Class 10 contains 47257 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43079 members 
Mstep: Class 14 contains 49123 members 
Mstep: Class 15 contains 44339 members 
Mstep: Class 16 contains 59955 members 
Mstep: Class 17 contains 52036 members 
Mstep: Class 18 contains 3749 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48749 members 
Mstep: Class 22 contains 24127 members 
Mstep: Class 23 contains 36287 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 48848 members 
Mstep: Class 28 contains 5056 members 
Mstep: Class 29 contains 2614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111936.000000 Penalty: 97259.320312
Iteration 204Q: 30 clusters Score -1.371119e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46638 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49835 members 
Mstep: Class 6 contains 29066 members 
Mstep: Class 7 contains 46819 members 
Mstep: Class 8 contains 51180 members 
Mstep: Class 9 contains 40459 members 
Mstep: Class 10 contains 47233 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43115 members 
Mstep: Class 14 contains 49115 members 
Mstep: Class 15 contains 44355 members 
Mstep: Class 16 contains 59966 members 
Mstep: Class 17 contains 52029 members 
Mstep: Class 18 contains 3746 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48783 members 
Mstep: Class 22 contains 24129 members 
Mstep: Class 23 contains 36246 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 48845 members 
Mstep: Class 28 contains 5057 members 
Mstep: Class 29 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112240.000000 Penalty: 97259.320312
Iteration 205Q: 30 clusters Score -1.371122e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 46611 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49798 members 
Mstep: Class 6 contains 29043 members 
Mstep: Class 7 contains 46865 members 
Mstep: Class 8 contains 51212 members 
Mstep: Class 9 contains 40414 members 
Mstep: Class 10 contains 47196 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43141 members 
Mstep: Class 14 contains 49079 members 
Mstep: Class 15 contains 44360 members 
Mstep: Class 16 contains 60016 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48819 members 
Mstep: Class 22 contains 24133 members 
Mstep: Class 23 contains 36210 members 
Mstep: Class 24 contains 3972 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 48867 members 
Mstep: Class 28 contains 5057 members 
Mstep: Class 29 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112048.000000 Penalty: 97259.320312
Iteration 206Q: 30 clusters Score -1.37112e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 46637 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49757 members 
Mstep: Class 6 contains 29001 members 
Mstep: Class 7 contains 46917 members 
Mstep: Class 8 contains 51225 members 
Mstep: Class 9 contains 40380 members 
Mstep: Class 10 contains 47169 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43153 members 
Mstep: Class 14 contains 49051 members 
Mstep: Class 15 contains 44386 members 
Mstep: Class 16 contains 60064 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48875 members 
Mstep: Class 22 contains 24137 members 
Mstep: Class 23 contains 36156 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 48850 members 
Mstep: Class 28 contains 5056 members 
Mstep: Class 29 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112272.000000 Penalty: 97259.320312
Iteration 207Q: 30 clusters Score -1.371123e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 46647 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49746 members 
Mstep: Class 6 contains 28982 members 
Mstep: Class 7 contains 46971 members 
Mstep: Class 8 contains 51233 members 
Mstep: Class 9 contains 40337 members 
Mstep: Class 10 contains 47146 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 49043 members 
Mstep: Class 15 contains 44392 members 
Mstep: Class 16 contains 60084 members 
Mstep: Class 17 contains 52054 members 
Mstep: Class 18 contains 3735 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48931 members 
Mstep: Class 22 contains 24145 members 
Mstep: Class 23 contains 36108 members 
Mstep: Class 24 contains 3976 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 533 members 
Mstep: Class 27 contains 48840 members 
Mstep: Class 28 contains 5057 members 
Mstep: Class 29 contains 2619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112304.000000 Penalty: 97259.320312
Iteration 208Q: 30 clusters Score -1.371123e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 46620 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49748 members 
Mstep: Class 6 contains 28966 members 
Mstep: Class 7 contains 47016 members 
Mstep: Class 8 contains 51263 members 
Mstep: Class 9 contains 40290 members 
Mstep: Class 10 contains 47132 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43134 members 
Mstep: Class 14 contains 49046 members 
Mstep: Class 15 contains 44409 members 
Mstep: Class 16 contains 60100 members 
Mstep: Class 17 contains 52052 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 48989 members 
Mstep: Class 22 contains 24159 members 
Mstep: Class 23 contains 36049 members 
Mstep: Class 24 contains 3976 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 532 members 
Mstep: Class 27 contains 48842 members 
Mstep: Class 28 contains 5058 members 
Mstep: Class 29 contains 2620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112384.000000 Penalty: 97259.320312
Iteration 209Q: 30 clusters Score -1.371124e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 46606 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49715 members 
Mstep: Class 6 contains 28951 members 
Mstep: Class 7 contains 47075 members 
Mstep: Class 8 contains 51297 members 
Mstep: Class 9 contains 40243 members 
Mstep: Class 10 contains 47116 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43147 members 
Mstep: Class 14 contains 49038 members 
Mstep: Class 15 contains 44429 members 
Mstep: Class 16 contains 60135 members 
Mstep: Class 17 contains 52044 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49029 members 
Mstep: Class 22 contains 24189 members 
Mstep: Class 23 contains 36012 members 
Mstep: Class 24 contains 3975 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48798 members 
Mstep: Class 28 contains 5058 members 
Mstep: Class 29 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112240.000000 Penalty: 97259.320312
Iteration 210Q: 30 clusters Score -1.371122e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 46617 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49696 members 
Mstep: Class 6 contains 28937 members 
Mstep: Class 7 contains 47143 members 
Mstep: Class 8 contains 51294 members 
Mstep: Class 9 contains 40186 members 
Mstep: Class 10 contains 47094 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43158 members 
Mstep: Class 14 contains 49031 members 
Mstep: Class 15 contains 44454 members 
Mstep: Class 16 contains 60169 members 
Mstep: Class 17 contains 52065 members 
Mstep: Class 18 contains 3708 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49058 members 
Mstep: Class 22 contains 24200 members 
Mstep: Class 23 contains 35973 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48759 members 
Mstep: Class 28 contains 5059 members 
Mstep: Class 29 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111968.000000 Penalty: 97259.320312
Iteration 211Q: 30 clusters Score -1.37112e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 46609 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 49717 members 
Mstep: Class 6 contains 28932 members 
Mstep: Class 7 contains 47181 members 
Mstep: Class 8 contains 51286 members 
Mstep: Class 9 contains 40110 members 
Mstep: Class 10 contains 47082 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 43166 members 
Mstep: Class 14 contains 49028 members 
Mstep: Class 15 contains 44473 members 
Mstep: Class 16 contains 60211 members 
Mstep: Class 17 contains 52092 members 
Mstep: Class 18 contains 3700 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49098 members 
Mstep: Class 22 contains 24223 members 
Mstep: Class 23 contains 35923 members 
Mstep: Class 24 contains 3972 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48708 members 
Mstep: Class 28 contains 5061 members 
Mstep: Class 29 contains 2627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111808.000000 Penalty: 97259.320312
Iteration 212Q: 30 clusters Score -1.371118e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 46604 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49778 members 
Mstep: Class 6 contains 28915 members 
Mstep: Class 7 contains 47250 members 
Mstep: Class 8 contains 51299 members 
Mstep: Class 9 contains 40037 members 
Mstep: Class 10 contains 47074 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43147 members 
Mstep: Class 14 contains 49025 members 
Mstep: Class 15 contains 44501 members 
Mstep: Class 16 contains 60246 members 
Mstep: Class 17 contains 52085 members 
Mstep: Class 18 contains 3689 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49128 members 
Mstep: Class 22 contains 24237 members 
Mstep: Class 23 contains 35874 members 
Mstep: Class 24 contains 3974 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48646 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111744.000000 Penalty: 97259.320312
Iteration 213Q: 30 clusters Score -1.371117e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 28896 members 
Mstep: Class 7 contains 47301 members 
Mstep: Class 8 contains 51304 members 
Mstep: Class 9 contains 39991 members 
Mstep: Class 10 contains 47086 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43109 members 
Mstep: Class 14 contains 49021 members 
Mstep: Class 15 contains 44508 members 
Mstep: Class 16 contains 60283 members 
Mstep: Class 17 contains 52130 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49156 members 
Mstep: Class 22 contains 24252 members 
Mstep: Class 23 contains 35836 members 
Mstep: Class 24 contains 3970 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48613 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111696.000000 Penalty: 97259.320312
Iteration 214Q: 30 clusters Score -1.371117e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 46574 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49821 members 
Mstep: Class 6 contains 28891 members 
Mstep: Class 7 contains 47354 members 
Mstep: Class 8 contains 51288 members 
Mstep: Class 9 contains 39909 members 
Mstep: Class 10 contains 47076 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43082 members 
Mstep: Class 14 contains 49045 members 
Mstep: Class 15 contains 44531 members 
Mstep: Class 16 contains 60285 members 
Mstep: Class 17 contains 52152 members 
Mstep: Class 18 contains 3682 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49195 members 
Mstep: Class 22 contains 24263 members 
Mstep: Class 23 contains 35794 members 
Mstep: Class 24 contains 3966 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48597 members 
Mstep: Class 28 contains 5060 members 
Mstep: Class 29 contains 2637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111728.000000 Penalty: 97259.320312
Iteration 215Q: 30 clusters Score -1.371117e+08 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 46570 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49839 members 
Mstep: Class 6 contains 28899 members 
Mstep: Class 7 contains 47432 members 
Mstep: Class 8 contains 51256 members 
Mstep: Class 9 contains 39830 members 
Mstep: Class 10 contains 47065 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43056 members 
Mstep: Class 14 contains 49055 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 60298 members 
Mstep: Class 17 contains 52134 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 49232 members 
Mstep: Class 22 contains 24271 members 
Mstep: Class 23 contains 35768 members 
Mstep: Class 24 contains 3955 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 48607 members 
Mstep: Class 28 contains 5061 members 
Mstep: Class 29 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111888.000000 Penalty: 97259.320312
Iteration 216Q: 30 clusters Score -1.371119e+08 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 46563 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49831 members 
Mstep: Class 6 contains 28914 members 
Mstep: Class 7 contains 47507 members 
Mstep: Class 8 contains 51264 members 
Mstep: Class 9 contains 39752 members 
Mstep: Class 10 contains 47055 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 43013 members 
Mstep: Class 14 contains 49068 members 
Mstep: Class 15 contains 44553 members 
Mstep: Class 16 contains 60306 members 
Mstep: Class 17 contains 52113 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49265 members 
Mstep: Class 22 contains 24273 members 
Mstep: Class 23 contains 35726 members 
Mstep: Class 24 contains 3947 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 530 members 
Mstep: Class 27 contains 48655 members 
Mstep: Class 28 contains 5063 members 
Mstep: Class 29 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111680.000000 Penalty: 97259.320312
Iteration 217Q: 30 clusters Score -1.371117e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 46574 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49824 members 
Mstep: Class 6 contains 28921 members 
Mstep: Class 7 contains 47600 members 
Mstep: Class 8 contains 51249 members 
Mstep: Class 9 contains 39683 members 
Mstep: Class 10 contains 47046 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42976 members 
Mstep: Class 14 contains 49062 members 
Mstep: Class 15 contains 44579 members 
Mstep: Class 16 contains 60318 members 
Mstep: Class 17 contains 52112 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49282 members 
Mstep: Class 22 contains 24280 members 
Mstep: Class 23 contains 35666 members 
Mstep: Class 24 contains 3942 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 48690 members 
Mstep: Class 28 contains 5067 members 
Mstep: Class 29 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111824.000000 Penalty: 97259.320312
Iteration 218Q: 30 clusters Score -1.371118e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 46611 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49829 members 
Mstep: Class 6 contains 28903 members 
Mstep: Class 7 contains 47713 members 
Mstep: Class 8 contains 51250 members 
Mstep: Class 9 contains 39636 members 
Mstep: Class 10 contains 47053 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42911 members 
Mstep: Class 14 contains 49061 members 
Mstep: Class 15 contains 44586 members 
Mstep: Class 16 contains 60336 members 
Mstep: Class 17 contains 52110 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49316 members 
Mstep: Class 22 contains 24293 members 
Mstep: Class 23 contains 35636 members 
Mstep: Class 24 contains 3941 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 48621 members 
Mstep: Class 28 contains 5068 members 
Mstep: Class 29 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137111904.000000 Penalty: 97259.320312
Iteration 219Q: 30 clusters Score -1.371119e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 46606 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49846 members 
Mstep: Class 6 contains 28877 members 
Mstep: Class 7 contains 47817 members 
Mstep: Class 8 contains 51269 members 
Mstep: Class 9 contains 39579 members 
Mstep: Class 10 contains 47063 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42861 members 
Mstep: Class 14 contains 49063 members 
Mstep: Class 15 contains 44620 members 
Mstep: Class 16 contains 60371 members 
Mstep: Class 17 contains 52110 members 
Mstep: Class 18 contains 3678 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49337 members 
Mstep: Class 22 contains 24295 members 
Mstep: Class 23 contains 35572 members 
Mstep: Class 24 contains 3938 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 48582 members 
Mstep: Class 28 contains 5069 members 
Mstep: Class 29 contains 2650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112320.000000 Penalty: 97259.320312
Iteration 220F: 30 clusters Score -1.371123e+08 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 46588 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49891 members 
Mstep: Class 6 contains 28860 members 
Mstep: Class 7 contains 47924 members 
Mstep: Class 8 contains 51289 members 
Mstep: Class 9 contains 39498 members 
Mstep: Class 10 contains 47062 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42813 members 
Mstep: Class 14 contains 49050 members 
Mstep: Class 15 contains 44652 members 
Mstep: Class 16 contains 60414 members 
Mstep: Class 17 contains 52093 members 
Mstep: Class 18 contains 3679 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49392 members 
Mstep: Class 22 contains 24305 members 
Mstep: Class 23 contains 35500 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 48534 members 
Mstep: Class 28 contains 5070 members 
Mstep: Class 29 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112192.000000 Penalty: 97259.320312
Iteration 221Q: 30 clusters Score -1.371122e+08 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 46566 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49903 members 
Mstep: Class 6 contains 28842 members 
Mstep: Class 7 contains 48034 members 
Mstep: Class 8 contains 51298 members 
Mstep: Class 9 contains 39416 members 
Mstep: Class 10 contains 47063 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42794 members 
Mstep: Class 14 contains 49060 members 
Mstep: Class 15 contains 44673 members 
Mstep: Class 16 contains 60449 members 
Mstep: Class 17 contains 52094 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49444 members 
Mstep: Class 22 contains 24311 members 
Mstep: Class 23 contains 35416 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 48486 members 
Mstep: Class 28 contains 5073 members 
Mstep: Class 29 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112112.000000 Penalty: 97259.320312
Iteration 222Q: 30 clusters Score -1.371121e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 46553 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49917 members 
Mstep: Class 6 contains 28827 members 
Mstep: Class 7 contains 48153 members 
Mstep: Class 8 contains 51276 members 
Mstep: Class 9 contains 39338 members 
Mstep: Class 10 contains 47044 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42792 members 
Mstep: Class 14 contains 49071 members 
Mstep: Class 15 contains 44677 members 
Mstep: Class 16 contains 60488 members 
Mstep: Class 17 contains 52084 members 
Mstep: Class 18 contains 3676 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49475 members 
Mstep: Class 22 contains 24332 members 
Mstep: Class 23 contains 35354 members 
Mstep: Class 24 contains 3930 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 48473 members 
Mstep: Class 28 contains 5078 members 
Mstep: Class 29 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112320.000000 Penalty: 97259.320312
Iteration 223Q: 30 clusters Score -1.371123e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 46521 members 
Mstep: Class 3 contains 559 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49920 members 
Mstep: Class 6 contains 28795 members 
Mstep: Class 7 contains 48315 members 
Mstep: Class 8 contains 51284 members 
Mstep: Class 9 contains 39251 members 
Mstep: Class 10 contains 47028 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42792 members 
Mstep: Class 14 contains 49069 members 
Mstep: Class 15 contains 44688 members 
Mstep: Class 16 contains 60538 members 
Mstep: Class 17 contains 52050 members 
Mstep: Class 18 contains 3675 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49536 members 
Mstep: Class 22 contains 24337 members 
Mstep: Class 23 contains 35271 members 
Mstep: Class 24 contains 3929 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 48460 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112384.000000 Penalty: 97259.320312
Iteration 224Q: 30 clusters Score -1.371124e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 46502 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49920 members 
Mstep: Class 6 contains 28762 members 
Mstep: Class 7 contains 48471 members 
Mstep: Class 8 contains 51276 members 
Mstep: Class 9 contains 39189 members 
Mstep: Class 10 contains 47019 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42791 members 
Mstep: Class 14 contains 49091 members 
Mstep: Class 15 contains 44689 members 
Mstep: Class 16 contains 60568 members 
Mstep: Class 17 contains 51987 members 
Mstep: Class 18 contains 3681 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49605 members 
Mstep: Class 22 contains 24350 members 
Mstep: Class 23 contains 35187 members 
Mstep: Class 24 contains 3927 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 48446 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 2662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112544.000000 Penalty: 97259.320312
Iteration 225Q: 30 clusters Score -1.371125e+08 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 46459 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49920 members 
Mstep: Class 6 contains 28743 members 
Mstep: Class 7 contains 48608 members 
Mstep: Class 8 contains 51280 members 
Mstep: Class 9 contains 39124 members 
Mstep: Class 10 contains 47013 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42797 members 
Mstep: Class 14 contains 49109 members 
Mstep: Class 15 contains 44718 members 
Mstep: Class 16 contains 60558 members 
Mstep: Class 17 contains 51927 members 
Mstep: Class 18 contains 3684 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49709 members 
Mstep: Class 22 contains 24358 members 
Mstep: Class 23 contains 35110 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 48421 members 
Mstep: Class 28 contains 5077 members 
Mstep: Class 29 contains 2663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112288.000000 Penalty: 97259.320312
Iteration 226Q: 30 clusters Score -1.371123e+08 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 46426 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49901 members 
Mstep: Class 6 contains 28707 members 
Mstep: Class 7 contains 48793 members 
Mstep: Class 8 contains 51280 members 
Mstep: Class 9 contains 39044 members 
Mstep: Class 10 contains 47004 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42806 members 
Mstep: Class 14 contains 49117 members 
Mstep: Class 15 contains 44706 members 
Mstep: Class 16 contains 60576 members 
Mstep: Class 17 contains 51913 members 
Mstep: Class 18 contains 3686 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49835 members 
Mstep: Class 22 contains 24367 members 
Mstep: Class 23 contains 35033 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 523 members 
Mstep: Class 27 contains 48344 members 
Mstep: Class 28 contains 5078 members 
Mstep: Class 29 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112640.000000 Penalty: 97259.320312
Iteration 227Q: 30 clusters Score -1.371126e+08 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 46408 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 49946 members 
Mstep: Class 6 contains 28669 members 
Mstep: Class 7 contains 48895 members 
Mstep: Class 8 contains 51236 members 
Mstep: Class 9 contains 38958 members 
Mstep: Class 10 contains 46995 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42834 members 
Mstep: Class 14 contains 49125 members 
Mstep: Class 15 contains 44712 members 
Mstep: Class 16 contains 60597 members 
Mstep: Class 17 contains 51899 members 
Mstep: Class 18 contains 3690 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 49964 members 
Mstep: Class 22 contains 24386 members 
Mstep: Class 23 contains 34964 members 
Mstep: Class 24 contains 3926 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 48249 members 
Mstep: Class 28 contains 5081 members 
Mstep: Class 29 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112816.000000 Penalty: 97259.320312
Iteration 228Q: 30 clusters Score -1.371128e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 46394 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50002 members 
Mstep: Class 6 contains 28626 members 
Mstep: Class 7 contains 48961 members 
Mstep: Class 8 contains 51206 members 
Mstep: Class 9 contains 38863 members 
Mstep: Class 10 contains 46977 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1518 members 
Mstep: Class 13 contains 42868 members 
Mstep: Class 14 contains 49143 members 
Mstep: Class 15 contains 44715 members 
Mstep: Class 16 contains 60589 members 
Mstep: Class 17 contains 51902 members 
Mstep: Class 18 contains 3701 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50114 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 34908 members 
Mstep: Class 24 contains 3922 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 48154 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113024.000000 Penalty: 97259.320312
Iteration 229Q: 30 clusters Score -1.37113e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 46367 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50095 members 
Mstep: Class 6 contains 28604 members 
Mstep: Class 7 contains 48956 members 
Mstep: Class 8 contains 51206 members 
Mstep: Class 9 contains 38793 members 
Mstep: Class 10 contains 46966 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42893 members 
Mstep: Class 14 contains 49165 members 
Mstep: Class 15 contains 44720 members 
Mstep: Class 16 contains 60548 members 
Mstep: Class 17 contains 51877 members 
Mstep: Class 18 contains 3706 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50248 members 
Mstep: Class 22 contains 24418 members 
Mstep: Class 23 contains 34872 members 
Mstep: Class 24 contains 3918 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 48094 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 2676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113232.000000 Penalty: 97259.320312
Iteration 230Q: 30 clusters Score -1.371132e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 46346 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50195 members 
Mstep: Class 6 contains 28583 members 
Mstep: Class 7 contains 48971 members 
Mstep: Class 8 contains 51252 members 
Mstep: Class 9 contains 38684 members 
Mstep: Class 10 contains 46930 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42924 members 
Mstep: Class 14 contains 49161 members 
Mstep: Class 15 contains 44719 members 
Mstep: Class 16 contains 60499 members 
Mstep: Class 17 contains 51908 members 
Mstep: Class 18 contains 3711 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50396 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 34815 members 
Mstep: Class 24 contains 3915 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 48017 members 
Mstep: Class 28 contains 5080 members 
Mstep: Class 29 contains 2673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113168.000000 Penalty: 97259.320312
Iteration 231Q: 30 clusters Score -1.371132e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46307 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 28552 members 
Mstep: Class 7 contains 48958 members 
Mstep: Class 8 contains 51291 members 
Mstep: Class 9 contains 38614 members 
Mstep: Class 10 contains 46889 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42934 members 
Mstep: Class 14 contains 49178 members 
Mstep: Class 15 contains 44715 members 
Mstep: Class 16 contains 60478 members 
Mstep: Class 17 contains 51956 members 
Mstep: Class 18 contains 3709 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50498 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 34789 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 47928 members 
Mstep: Class 28 contains 5081 members 
Mstep: Class 29 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137112976.000000 Penalty: 97259.320312
Iteration 232Q: 30 clusters Score -1.37113e+08 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 46257 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50373 members 
Mstep: Class 6 contains 28529 members 
Mstep: Class 7 contains 48945 members 
Mstep: Class 8 contains 51307 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 46853 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42936 members 
Mstep: Class 14 contains 49195 members 
Mstep: Class 15 contains 44726 members 
Mstep: Class 16 contains 60483 members 
Mstep: Class 17 contains 51968 members 
Mstep: Class 18 contains 3710 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50624 members 
Mstep: Class 22 contains 24400 members 
Mstep: Class 23 contains 34747 members 
Mstep: Class 24 contains 3909 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 47929 members 
Mstep: Class 28 contains 5083 members 
Mstep: Class 29 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113152.000000 Penalty: 97259.320312
Iteration 233Q: 30 clusters Score -1.371132e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 46230 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50421 members 
Mstep: Class 6 contains 28506 members 
Mstep: Class 7 contains 48937 members 
Mstep: Class 8 contains 51347 members 
Mstep: Class 9 contains 38425 members 
Mstep: Class 10 contains 46833 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42912 members 
Mstep: Class 14 contains 49185 members 
Mstep: Class 15 contains 44757 members 
Mstep: Class 16 contains 60492 members 
Mstep: Class 17 contains 51984 members 
Mstep: Class 18 contains 3712 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 50740 members 
Mstep: Class 22 contains 24403 members 
Mstep: Class 23 contains 34699 members 
Mstep: Class 24 contains 3906 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 47923 members 
Mstep: Class 28 contains 5086 members 
Mstep: Class 29 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113056.000000 Penalty: 97259.320312
Iteration 234Q: 30 clusters Score -1.371131e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 46219 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50449 members 
Mstep: Class 6 contains 28495 members 
Mstep: Class 7 contains 48937 members 
Mstep: Class 8 contains 51395 members 
Mstep: Class 9 contains 38330 members 
Mstep: Class 10 contains 46799 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42880 members 
Mstep: Class 14 contains 49203 members 
Mstep: Class 15 contains 44777 members 
Mstep: Class 16 contains 60450 members 
Mstep: Class 17 contains 51964 members 
Mstep: Class 18 contains 3716 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 50866 members 
Mstep: Class 22 contains 24399 members 
Mstep: Class 23 contains 34678 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 47948 members 
Mstep: Class 28 contains 5088 members 
Mstep: Class 29 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113200.000000 Penalty: 97259.320312
Iteration 235Q: 30 clusters Score -1.371132e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 46177 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50544 members 
Mstep: Class 6 contains 28473 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 51454 members 
Mstep: Class 9 contains 38243 members 
Mstep: Class 10 contains 46757 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42845 members 
Mstep: Class 14 contains 49202 members 
Mstep: Class 15 contains 44784 members 
Mstep: Class 16 contains 60441 members 
Mstep: Class 17 contains 52001 members 
Mstep: Class 18 contains 3721 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 50949 members 
Mstep: Class 22 contains 24402 members 
Mstep: Class 23 contains 34639 members 
Mstep: Class 24 contains 3899 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 47945 members 
Mstep: Class 28 contains 5089 members 
Mstep: Class 29 contains 2689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113424.000000 Penalty: 97259.320312
Iteration 236Q: 30 clusters Score -1.371134e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 46147 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50638 members 
Mstep: Class 6 contains 28445 members 
Mstep: Class 7 contains 48916 members 
Mstep: Class 8 contains 51485 members 
Mstep: Class 9 contains 38143 members 
Mstep: Class 10 contains 46719 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42836 members 
Mstep: Class 14 contains 49221 members 
Mstep: Class 15 contains 44790 members 
Mstep: Class 16 contains 60452 members 
Mstep: Class 17 contains 52010 members 
Mstep: Class 18 contains 3724 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 51036 members 
Mstep: Class 22 contains 24415 members 
Mstep: Class 23 contains 34575 members 
Mstep: Class 24 contains 3897 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 518 members 
Mstep: Class 27 contains 47954 members 
Mstep: Class 28 contains 5092 members 
Mstep: Class 29 contains 2690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113344.000000 Penalty: 97259.320312
Iteration 237Q: 30 clusters Score -1.371133e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46117 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50760 members 
Mstep: Class 6 contains 28433 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 51508 members 
Mstep: Class 9 contains 37999 members 
Mstep: Class 10 contains 46690 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42818 members 
Mstep: Class 14 contains 49254 members 
Mstep: Class 15 contains 44778 members 
Mstep: Class 16 contains 60495 members 
Mstep: Class 17 contains 52007 members 
Mstep: Class 18 contains 3728 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51086 members 
Mstep: Class 22 contains 24420 members 
Mstep: Class 23 contains 34495 members 
Mstep: Class 24 contains 3895 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 517 members 
Mstep: Class 27 contains 47992 members 
Mstep: Class 28 contains 5097 members 
Mstep: Class 29 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113616.000000 Penalty: 97259.320312
Iteration 238Q: 30 clusters Score -1.371136e+08 nChanged 2973
Entering ConstructFrom: 
Score: -137113616.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Entering Unmasked Estep 
Score: -1087595.625000 Penalty: 2150.266357
	Iteration 0F: 2 clusters Score -1087596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1082584.625000 Penalty: 4300.532715
	Iteration 0F: 3 clusters Score -1082585 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1083789.000000 Penalty: 4300.532715
	Iteration 1F: 3 clusters Score -1083789 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1084005.250000 Penalty: 4300.532715
	Iteration 2F: 3 clusters Score -1084005 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1084142.125000 Penalty: 4300.532715
	Iteration 3Q: 3 clusters Score -1084142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1084245.625000 Penalty: 4300.532715
	Iteration 4Q: 3 clusters Score -1084246 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1084328.875000 Penalty: 4300.532715
	Iteration 5Q: 3 clusters Score -1084329 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1084398.625000 Penalty: 4300.532715
	Iteration 6Q: 3 clusters Score -1084399 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1084459.750000 Penalty: 4300.532715
	Iteration 7Q: 3 clusters Score -1084460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1084524.875000 Penalty: 4300.532715
	Iteration 8Q: 3 clusters Score -1084525 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1084591.375000 Penalty: 4300.532715
	Iteration 9Q: 3 clusters Score -1084591 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1084657.625000 Penalty: 4300.532715
	Iteration 10Q: 3 clusters Score -1084658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1084731.500000 Penalty: 4300.532715
	Iteration 11Q: 3 clusters Score -1084732 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1084817.125000 Penalty: 4300.532715
	Iteration 12Q: 3 clusters Score -1084817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1084904.000000 Penalty: 4300.532715
	Iteration 13Q: 3 clusters Score -1084904 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1085000.375000 Penalty: 4300.532715
	Iteration 14Q: 3 clusters Score -1085000 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1085079.500000 Penalty: 4300.532715
	Iteration 15Q: 3 clusters Score -1085080 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1085164.750000 Penalty: 4300.532715
	Iteration 16Q: 3 clusters Score -1085165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1085268.625000 Penalty: 4300.532715
	Iteration 17Q: 3 clusters Score -1085269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1085350.750000 Penalty: 4300.532715
	Iteration 18Q: 3 clusters Score -1085351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1085397.625000 Penalty: 4300.532715
	Iteration 19Q: 3 clusters Score -1085398 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1085442.250000 Penalty: 4300.532715
	Iteration 20F: 3 clusters Score -1085442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1085480.750000 Penalty: 4300.532715
	Iteration 21Q: 3 clusters Score -1085481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1085511.625000 Penalty: 4300.532715
	Iteration 22Q: 3 clusters Score -1085512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1085537.500000 Penalty: 4300.532715
	Iteration 23Q: 3 clusters Score -1085538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1085561.375000 Penalty: 4300.532715
	Iteration 24Q: 3 clusters Score -1085561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1085581.750000 Penalty: 4300.532715
	Iteration 25Q: 3 clusters Score -1085582 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1085598.125000 Penalty: 4300.532715
	Iteration 26Q: 3 clusters Score -1085598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1085612.000000 Penalty: 4300.532715
	Iteration 27Q: 3 clusters Score -1085612 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1085623.750000 Penalty: 4300.532715
	Iteration 28Q: 3 clusters Score -1085624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1085636.625000 Penalty: 4300.532715
	Iteration 29Q: 3 clusters Score -1085637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1085639.375000 Penalty: 4300.532715
	Iteration 30Q: 3 clusters Score -1085639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1085644.500000 Penalty: 4300.532715
	Iteration 31Q: 3 clusters Score -1085644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1085650.125000 Penalty: 4300.532715
	Iteration 32Q: 3 clusters Score -1085650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1085656.375000 Penalty: 4300.532715
	Iteration 33Q: 3 clusters Score -1085656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1085664.250000 Penalty: 4300.532715
	Iteration 34Q: 3 clusters Score -1085664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1085671.000000 Penalty: 4300.532715
	Iteration 35Q: 3 clusters Score -1085671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1085684.000000 Penalty: 4300.532715
	Iteration 36Q: 3 clusters Score -1085684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1085695.250000 Penalty: 4300.532715
	Iteration 37Q: 3 clusters Score -1085695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1085702.500000 Penalty: 4300.532715
	Iteration 38Q: 3 clusters Score -1085702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1085715.000000 Penalty: 4300.532715
	Iteration 39Q: 3 clusters Score -1085715 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1085724.125000 Penalty: 4300.532715
	Iteration 40F: 3 clusters Score -1085724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1085729.125000 Penalty: 4300.532715
	Iteration 41Q: 3 clusters Score -1085729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1085730.125000 Penalty: 4300.532715
	Iteration 42Q: 3 clusters Score -1085730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1085733.875000 Penalty: 4300.532715
	Iteration 43Q: 3 clusters Score -1085734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1085734.875000 Penalty: 4300.532715
	Iteration 44Q: 3 clusters Score -1085735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1085738.750000 Penalty: 4300.532715
	Iteration 45Q: 3 clusters Score -1085739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1085739.500000 Penalty: 4300.532715
	Iteration 46Q: 3 clusters Score -1085740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1085742.875000 Penalty: 4300.532715
	Iteration 47Q: 3 clusters Score -1085743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1085748.000000 Penalty: 4300.532715
	Iteration 48Q: 3 clusters Score -1085748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1085754.875000 Penalty: 4300.532715
	Iteration 49Q: 3 clusters Score -1085755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1085758.750000 Penalty: 4300.532715
	Iteration 50Q: 3 clusters Score -1085759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1085764.375000 Penalty: 4300.532715
	Iteration 51Q: 3 clusters Score -1085764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1085773.375000 Penalty: 4300.532715
	Iteration 52Q: 3 clusters Score -1085773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1085773.625000 Penalty: 4300.532715
	Iteration 53Q: 3 clusters Score -1085774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1085776.625000 Penalty: 4300.532715
	Iteration 54Q: 3 clusters Score -1085777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1085778.250000 Penalty: 4300.532715
	Iteration 55Q: 3 clusters Score -1085778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1085783.375000 Penalty: 4300.532715
	Iteration 56Q: 3 clusters Score -1085783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1085784.625000 Penalty: 4300.532715
	Iteration 57Q: 3 clusters Score -1085785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1085789.125000 Penalty: 4300.532715
	Iteration 58Q: 3 clusters Score -1085789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1085792.375000 Penalty: 4300.532715
	Iteration 59Q: 3 clusters Score -1085792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1085796.875000 Penalty: 4300.532715
	Iteration 60F: 3 clusters Score -1085797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1085797.875000 Penalty: 4300.532715
	Iteration 61Q: 3 clusters Score -1085798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1085802.125000 Penalty: 4300.532715
	Iteration 62Q: 3 clusters Score -1085802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1085807.750000 Penalty: 4300.532715
	Iteration 63Q: 3 clusters Score -1085808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1085809.875000 Penalty: 4300.532715
	Iteration 64Q: 3 clusters Score -1085810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1085812.250000 Penalty: 4300.532715
	Iteration 65Q: 3 clusters Score -1085812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1085812.250000 Penalty: 4300.532715
	Iteration 66Q: 3 clusters Score -1085812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1085812.250000 Penalty: 4300.532715
	Iteration 67Q: 3 clusters Score -1085812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1085812.250000 Penalty: 4300.532715
	Iteration 68F: 3 clusters Score -1085812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Entering Unmasked Estep 
Score: -8612350.000000 Penalty: 2662.901123
	Iteration 0F: 2 clusters Score -8612350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -8582350.000000 Penalty: 5325.802246
	Iteration 0F: 3 clusters Score -8582350 nChanged 21232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -8594042.000000 Penalty: 5325.802246
	Iteration 1F: 3 clusters Score -8594042 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8594598.000000 Penalty: 5325.802246
	Iteration 2Q: 3 clusters Score -8594598 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -8595114.000000 Penalty: 5325.802246
	Iteration 3Q: 3 clusters Score -8595114 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -8595676.000000 Penalty: 5325.802246
	Iteration 4Q: 3 clusters Score -8595676 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8596368.000000 Penalty: 5325.802246
	Iteration 5Q: 3 clusters Score -8596368 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8597221.000000 Penalty: 5325.802246
	Iteration 6Q: 3 clusters Score -8597221 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8598360.000000 Penalty: 5325.802246
	Iteration 7Q: 3 clusters Score -8598360 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8599695.000000 Penalty: 5325.802246
	Iteration 8F: 3 clusters Score -8599695 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8601529.000000 Penalty: 5325.802246
	Iteration 9F: 3 clusters Score -8601529 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -8603727.000000 Penalty: 5325.802246
	Iteration 10F: 3 clusters Score -8603727 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -8605533.000000 Penalty: 5325.802246
	Iteration 11F: 3 clusters Score -8605533 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -8606445.000000 Penalty: 5325.802246
	Iteration 12Q: 3 clusters Score -8606445 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -8606889.000000 Penalty: 5325.802246
	Iteration 13Q: 3 clusters Score -8606889 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -8607196.000000 Penalty: 5325.802246
	Iteration 14Q: 3 clusters Score -8607196 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8607421.000000 Penalty: 5325.802246
	Iteration 15Q: 3 clusters Score -8607421 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -8607773.000000 Penalty: 5325.802246
	Iteration 16Q: 3 clusters Score -8607773 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -8608000.000000 Penalty: 5325.802246
	Iteration 17Q: 3 clusters Score -8608000 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -8608215.000000 Penalty: 5325.802246
	Iteration 18Q: 3 clusters Score -8608215 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -8608390.000000 Penalty: 5325.802246
	Iteration 19Q: 3 clusters Score -8608390 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -8608530.000000 Penalty: 5325.802246
	Iteration 20F: 3 clusters Score -8608530 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -8608682.000000 Penalty: 5325.802246
	Iteration 21Q: 3 clusters Score -8608682 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -8608809.000000 Penalty: 5325.802246
	Iteration 22Q: 3 clusters Score -8608809 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -8608911.000000 Penalty: 5325.802246
	Iteration 23Q: 3 clusters Score -8608911 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -8608971.000000 Penalty: 5325.802246
	Iteration 24Q: 3 clusters Score -8608971 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8609036.000000 Penalty: 5325.802246
	Iteration 25Q: 3 clusters Score -8609036 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -8609083.000000 Penalty: 5325.802246
	Iteration 26Q: 3 clusters Score -8609083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -8609174.000000 Penalty: 5325.802246
	Iteration 27Q: 3 clusters Score -8609174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8609251.000000 Penalty: 5325.802246
	Iteration 28Q: 3 clusters Score -8609251 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -8609315.000000 Penalty: 5325.802246
	Iteration 29Q: 3 clusters Score -8609315 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -8609362.000000 Penalty: 5325.802246
	Iteration 30Q: 3 clusters Score -8609362 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -8609391.000000 Penalty: 5325.802246
	Iteration 31Q: 3 clusters Score -8609391 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -8609434.000000 Penalty: 5325.802246
	Iteration 32Q: 3 clusters Score -8609434 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8609460.000000 Penalty: 5325.802246
	Iteration 33Q: 3 clusters Score -8609460 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -8609499.000000 Penalty: 5325.802246
	Iteration 34Q: 3 clusters Score -8609499 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -8609535.000000 Penalty: 5325.802246
	Iteration 35Q: 3 clusters Score -8609535 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8609570.000000 Penalty: 5325.802246
	Iteration 36Q: 3 clusters Score -8609570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8609615.000000 Penalty: 5325.802246
	Iteration 37Q: 3 clusters Score -8609615 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8609631.000000 Penalty: 5325.802246
	Iteration 38Q: 3 clusters Score -8609631 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8609649.000000 Penalty: 5325.802246
	Iteration 39Q: 3 clusters Score -8609649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -8609688.000000 Penalty: 5325.802246
	Iteration 40F: 3 clusters Score -8609688 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -8609729.000000 Penalty: 5325.802246
	Iteration 41Q: 3 clusters Score -8609729 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -8609753.000000 Penalty: 5325.802246
	Iteration 42Q: 3 clusters Score -8609753 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -8609778.000000 Penalty: 5325.802246
	Iteration 43Q: 3 clusters Score -8609778 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -8609793.000000 Penalty: 5325.802246
	Iteration 44Q: 3 clusters Score -8609793 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -8609824.000000 Penalty: 5325.802246
	Iteration 45Q: 3 clusters Score -8609824 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8609826.000000 Penalty: 5325.802246
	Iteration 46Q: 3 clusters Score -8609826 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8609841.000000 Penalty: 5325.802246
	Iteration 47Q: 3 clusters Score -8609841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8609854.000000 Penalty: 5325.802246
	Iteration 48Q: 3 clusters Score -8609854 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -8609872.000000 Penalty: 5325.802246
	Iteration 49Q: 3 clusters Score -8609872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8609877.000000 Penalty: 5325.802246
	Iteration 50Q: 3 clusters Score -8609877 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8609940.000000 Penalty: 5325.802246
	Iteration 51Q: 3 clusters Score -8609940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -8609958.000000 Penalty: 5325.802246
	Iteration 52Q: 3 clusters Score -8609958 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -8609982.000000 Penalty: 5325.802246
	Iteration 53Q: 3 clusters Score -8609982 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8609996.000000 Penalty: 5325.802246
	Iteration 54Q: 3 clusters Score -8609996 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -8610033.000000 Penalty: 5325.802246
	Iteration 55Q: 3 clusters Score -8610033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -8610080.000000 Penalty: 5325.802246
	Iteration 56Q: 3 clusters Score -8610080 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -8610120.000000 Penalty: 5325.802246
	Iteration 57Q: 3 clusters Score -8610120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8610125.000000 Penalty: 5325.802246
	Iteration 58Q: 3 clusters Score -8610125 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -8610149.000000 Penalty: 5325.802246
	Iteration 59Q: 3 clusters Score -8610149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -8610178.000000 Penalty: 5325.802246
	Iteration 60F: 3 clusters Score -8610178 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -8610232.000000 Penalty: 5325.802246
	Iteration 61Q: 3 clusters Score -8610232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8610231.000000 Penalty: 5325.802246
	Iteration 62Q: 3 clusters Score -8610231 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -8610245.000000 Penalty: 5325.802246
	Iteration 63Q: 3 clusters Score -8610245 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -8610279.000000 Penalty: 5325.802246
	Iteration 64Q: 3 clusters Score -8610279 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -8610284.000000 Penalty: 5325.802246
	Iteration 65Q: 3 clusters Score -8610284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -8610305.000000 Penalty: 5325.802246
	Iteration 66Q: 3 clusters Score -8610305 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -8610303.000000 Penalty: 5325.802246
	Iteration 67Q: 3 clusters Score -8610303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8610301.000000 Penalty: 5325.802246
	Iteration 68Q: 3 clusters Score -8610301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -8610336.000000 Penalty: 5325.802246
	Iteration 69Q: 3 clusters Score -8610336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -8610326.000000 Penalty: 5325.802246
	Iteration 70Q: 3 clusters Score -8610326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8610336.000000 Penalty: 5325.802246
	Iteration 71Q: 3 clusters Score -8610336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -8610332.000000 Penalty: 5325.802246
	Iteration 72Q: 3 clusters Score -8610332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -8610335.000000 Penalty: 5325.802246
	Iteration 73Q: 3 clusters Score -8610335 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8610336.000000 Penalty: 5325.802246
	Iteration 74Q: 3 clusters Score -8610336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8610345.000000 Penalty: 5325.802246
	Iteration 75Q: 3 clusters Score -8610345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8610336.000000 Penalty: 5325.802246
	Iteration 76Q: 3 clusters Score -8610336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -8610361.000000 Penalty: 5325.802246
	Iteration 77Q: 3 clusters Score -8610361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8610360.000000 Penalty: 5325.802246
	Iteration 78Q: 3 clusters Score -8610360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8610365.000000 Penalty: 5325.802246
	Iteration 79Q: 3 clusters Score -8610365 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -8610360.000000 Penalty: 5325.802246
	Iteration 80F: 3 clusters Score -8610360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8610358.000000 Penalty: 5325.802246
	Iteration 81Q: 3 clusters Score -8610358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -8610362.000000 Penalty: 5325.802246
	Iteration 82Q: 3 clusters Score -8610362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8610370.000000 Penalty: 5325.802246
	Iteration 83Q: 3 clusters Score -8610370 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8610366.000000 Penalty: 5325.802246
	Iteration 84Q: 3 clusters Score -8610366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8610381.000000 Penalty: 5325.802246
	Iteration 85Q: 3 clusters Score -8610381 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8610373.000000 Penalty: 5325.802246
	Iteration 86Q: 3 clusters Score -8610373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8610367.000000 Penalty: 5325.802246
	Iteration 87Q: 3 clusters Score -8610367 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8610377.000000 Penalty: 5325.802246
	Iteration 88Q: 3 clusters Score -8610377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8610380.000000 Penalty: 5325.802246
	Iteration 89Q: 3 clusters Score -8610380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8610388.000000 Penalty: 5325.802246
	Iteration 90Q: 3 clusters Score -8610388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -8610387.000000 Penalty: 5325.802246
	Iteration 91Q: 3 clusters Score -8610387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8610382.000000 Penalty: 5325.802246
	Iteration 92Q: 3 clusters Score -8610382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8610394.000000 Penalty: 5325.802246
	Iteration 93Q: 3 clusters Score -8610394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -8610407.000000 Penalty: 5325.802246
	Iteration 94Q: 3 clusters Score -8610407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8610401.000000 Penalty: 5325.802246
	Iteration 95Q: 3 clusters Score -8610401 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8610399.000000 Penalty: 5325.802246
	Iteration 96Q: 3 clusters Score -8610399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -8610404.000000 Penalty: 5325.802246
	Iteration 97Q: 3 clusters Score -8610404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8610407.000000 Penalty: 5325.802246
	Iteration 98Q: 3 clusters Score -8610407 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8610391.000000 Penalty: 5325.802246
	Iteration 99Q: 3 clusters Score -8610391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8610389.000000 Penalty: 5325.802246
	Iteration 100F: 3 clusters Score -8610389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8610393.000000 Penalty: 5325.802246
	Iteration 101Q: 3 clusters Score -8610393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8610393.000000 Penalty: 5325.802246
	Iteration 102Q: 3 clusters Score -8610393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -8610403.000000 Penalty: 5325.802246
	Iteration 103Q: 3 clusters Score -8610403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8610400.000000 Penalty: 5325.802246
	Iteration 104Q: 3 clusters Score -8610400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -8610413.000000 Penalty: 5325.802246
	Iteration 105Q: 3 clusters Score -8610413 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8610414.000000 Penalty: 5325.802246
	Iteration 106Q: 3 clusters Score -8610414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8610430.000000 Penalty: 5325.802246
	Iteration 107Q: 3 clusters Score -8610430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8610423.000000 Penalty: 5325.802246
	Iteration 108Q: 3 clusters Score -8610423 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8610411.000000 Penalty: 5325.802246
	Iteration 109Q: 3 clusters Score -8610411 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8610421.000000 Penalty: 5325.802246
	Iteration 110Q: 3 clusters Score -8610421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8610426.000000 Penalty: 5325.802246
	Iteration 111Q: 3 clusters Score -8610426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8610433.000000 Penalty: 5325.802246
	Iteration 112Q: 3 clusters Score -8610433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 5325.802246
	Iteration 113Q: 3 clusters Score -8610446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8610472.000000 Penalty: 5325.802246
	Iteration 114Q: 3 clusters Score -8610472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8610471.000000 Penalty: 5325.802246
	Iteration 115Q: 3 clusters Score -8610471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8610468.000000 Penalty: 5325.802246
	Iteration 116Q: 3 clusters Score -8610468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8610482.000000 Penalty: 5325.802246
	Iteration 117Q: 3 clusters Score -8610482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8610489.000000 Penalty: 5325.802246
	Iteration 118Q: 3 clusters Score -8610489 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -8610488.000000 Penalty: 5325.802246
	Iteration 119Q: 3 clusters Score -8610488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8610483.000000 Penalty: 5325.802246
	Iteration 120F: 3 clusters Score -8610483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8610465.000000 Penalty: 5325.802246
	Iteration 121Q: 3 clusters Score -8610465 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8610464.000000 Penalty: 5325.802246
	Iteration 122Q: 3 clusters Score -8610464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 123Q: 3 clusters Score -8610460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8610467.000000 Penalty: 5325.802246
	Iteration 124Q: 3 clusters Score -8610467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 5325.802246
	Iteration 125Q: 3 clusters Score -8610461 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 126Q: 3 clusters Score -8610460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8610440.000000 Penalty: 5325.802246
	Iteration 127Q: 3 clusters Score -8610440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 5325.802246
	Iteration 128Q: 3 clusters Score -8610446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8610463.000000 Penalty: 5325.802246
	Iteration 129Q: 3 clusters Score -8610463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8610476.000000 Penalty: 5325.802246
	Iteration 130Q: 3 clusters Score -8610476 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8610459.000000 Penalty: 5325.802246
	Iteration 131Q: 3 clusters Score -8610459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8610451.000000 Penalty: 5325.802246
	Iteration 132Q: 3 clusters Score -8610451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44141 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8610471.000000 Penalty: 5325.802246
	Iteration 133Q: 3 clusters Score -8610471 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 134Q: 3 clusters Score -8610460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8610455.000000 Penalty: 5325.802246
	Iteration 135Q: 3 clusters Score -8610455 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8610465.000000 Penalty: 5325.802246
	Iteration 136Q: 3 clusters Score -8610465 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 5325.802246
	Iteration 137Q: 3 clusters Score -8610446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8610439.000000 Penalty: 5325.802246
	Iteration 138Q: 3 clusters Score -8610439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 5325.802246
	Iteration 139Q: 3 clusters Score -8610446 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8610448.000000 Penalty: 5325.802246
	Iteration 140F: 3 clusters Score -8610448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8610456.000000 Penalty: 5325.802246
	Iteration 141Q: 3 clusters Score -8610456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8610463.000000 Penalty: 5325.802246
	Iteration 142Q: 3 clusters Score -8610463 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8610464.000000 Penalty: 5325.802246
	Iteration 143Q: 3 clusters Score -8610464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8610466.000000 Penalty: 5325.802246
	Iteration 144Q: 3 clusters Score -8610466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8610454.000000 Penalty: 5325.802246
	Iteration 145Q: 3 clusters Score -8610454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8610451.000000 Penalty: 5325.802246
	Iteration 146Q: 3 clusters Score -8610451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44617 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8610456.000000 Penalty: 5325.802246
	Iteration 147Q: 3 clusters Score -8610456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8610465.000000 Penalty: 5325.802246
	Iteration 148Q: 3 clusters Score -8610465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 5325.802246
	Iteration 149Q: 3 clusters Score -8610461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 150Q: 3 clusters Score -8610460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8610454.000000 Penalty: 5325.802246
	Iteration 151Q: 3 clusters Score -8610454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 152Q: 3 clusters Score -8610460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8610451.000000 Penalty: 5325.802246
	Iteration 153Q: 3 clusters Score -8610451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8610461.000000 Penalty: 5325.802246
	Iteration 154Q: 3 clusters Score -8610461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8610455.000000 Penalty: 5325.802246
	Iteration 155Q: 3 clusters Score -8610455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8610460.000000 Penalty: 5325.802246
	Iteration 156Q: 3 clusters Score -8610460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8610450.000000 Penalty: 5325.802246
	Iteration 157Q: 3 clusters Score -8610450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8610452.000000 Penalty: 5325.802246
	Iteration 158Q: 3 clusters Score -8610452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8610442.000000 Penalty: 5325.802246
	Iteration 159Q: 3 clusters Score -8610442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8610445.000000 Penalty: 5325.802246
	Iteration 160F: 3 clusters Score -8610445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8610442.000000 Penalty: 5325.802246
	Iteration 161Q: 3 clusters Score -8610442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8610457.000000 Penalty: 5325.802246
	Iteration 162Q: 3 clusters Score -8610457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8610454.000000 Penalty: 5325.802246
	Iteration 163Q: 3 clusters Score -8610454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8610454.000000 Penalty: 5325.802246
	Iteration 164Q: 3 clusters Score -8610454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8610446.000000 Penalty: 5325.802246
	Iteration 165Q: 3 clusters Score -8610446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8610444.000000 Penalty: 5325.802246
	Iteration 166Q: 3 clusters Score -8610444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -8610447.000000 Penalty: 5325.802246
	Iteration 167Q: 3 clusters Score -8610447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8610453.000000 Penalty: 5325.802246
	Iteration 168Q: 3 clusters Score -8610453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8610445.000000 Penalty: 5325.802246
	Iteration 169Q: 3 clusters Score -8610445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8610449.000000 Penalty: 5325.802246
	Iteration 170Q: 3 clusters Score -8610449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8610449.000000 Penalty: 5325.802246
	Iteration 171F: 3 clusters Score -8610449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -76223.703125 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -76223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74754.093750 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -74754.09 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -75239.109375 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -75239.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75499.906250 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -75499.91 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75672.078125 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -75672.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -75797.765625 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -75797.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -75888.414062 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -75888.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -75948.531250 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -75948.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75999.437500 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -75999.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -76047.726562 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -76047.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -76137.804688 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -76137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -76201.343750 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -76201.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76228.507812 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -76228.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -76233.070312 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -76233.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -76235.015625 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -76235.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76237.281250 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -76237.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -76237.281250 Penalty: 3136.882080
	Iteration 15F: 3 clusters Score -76237.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 46051 members 
Mstep: Class 3 contains 303 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50945 members 
Mstep: Class 6 contains 28406 members 
Mstep: Class 7 contains 48959 members 
Mstep: Class 8 contains 51561 members 
Mstep: Class 9 contains 37861 members 
Mstep: Class 10 contains 46662 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42839 members 
Mstep: Class 14 contains 49278 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 16 contains 60502 members 
Mstep: Class 17 contains 51988 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51139 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 34443 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47935 members 
Mstep: Class 28 contains 5099 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 255 members 
Entering Unmasked Estep 
Score: -137111936.000000 Penalty: 100613.093750
Splitting cluster 3 changes total score from -137113616.000000 to -137111936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -97572.914062 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -97572.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95986.945312 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -95986.95 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96343.507812 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -96343.51 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96506.421875 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -96506.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96600.414062 Penalty: 3237.867188
	Iteration 3Q: 3 clusters Score -96600.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -96695.171875 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -96695.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -96819.726562 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -96819.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96883.898438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -96883.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96941.687500 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -96941.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96989.695312 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -96989.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97036.000000 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -97036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -97061.312500 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -97061.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97080.007812 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -97080.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97088.085938 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -97088.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -97091.859375 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -97091.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97094.179688 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -97094.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -97095.898438 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -97095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97110.109375 Penalty: 3237.867188
	Iteration 16Q: 3 clusters Score -97110.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97128.015625 Penalty: 3237.867188
	Iteration 17Q: 3 clusters Score -97128.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97134.046875 Penalty: 3237.867188
	Iteration 18Q: 3 clusters Score -97134.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97149.929688 Penalty: 3237.867188
	Iteration 19Q: 3 clusters Score -97149.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97163.492188 Penalty: 3237.867188
	Iteration 20F: 3 clusters Score -97163.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -97180.406250 Penalty: 3237.867188
	Iteration 21Q: 3 clusters Score -97180.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97195.820312 Penalty: 3237.867188
	Iteration 22Q: 3 clusters Score -97195.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97202.054688 Penalty: 3237.867188
	Iteration 23Q: 3 clusters Score -97202.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -97204.226562 Penalty: 3237.867188
	Iteration 24Q: 3 clusters Score -97204.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97205.023438 Penalty: 3237.867188
	Iteration 25Q: 3 clusters Score -97205.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -97205.023438 Penalty: 3237.867188
	Iteration 26F: 3 clusters Score -97205.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Entering Unmasked Estep 
Score: -9655377.000000 Penalty: 2687.948486
	Iteration 0F: 2 clusters Score -9655377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 25521 members 
Entering Unmasked Estep 
Score: -9625285.000000 Penalty: 5375.896973
	Iteration 0F: 3 clusters Score -9625285 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -9637998.000000 Penalty: 5375.896973
	Iteration 1F: 3 clusters Score -9637998 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -9638491.000000 Penalty: 5375.896973
	Iteration 2Q: 3 clusters Score -9638491 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -9638904.000000 Penalty: 5375.896973
	Iteration 3Q: 3 clusters Score -9638904 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -9639330.000000 Penalty: 5375.896973
	Iteration 4Q: 3 clusters Score -9639330 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -9639701.000000 Penalty: 5375.896973
	Iteration 5Q: 3 clusters Score -9639701 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -9640129.000000 Penalty: 5375.896973
	Iteration 6Q: 3 clusters Score -9640129 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -9640757.000000 Penalty: 5375.896973
	Iteration 7Q: 3 clusters Score -9640757 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -9641507.000000 Penalty: 5375.896973
	Iteration 8Q: 3 clusters Score -9641507 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -9642599.000000 Penalty: 5375.896973
	Iteration 9Q: 3 clusters Score -9642599 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -9644237.000000 Penalty: 5375.896973
	Iteration 10F: 3 clusters Score -9644237 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -9646431.000000 Penalty: 5375.896973
	Iteration 11F: 3 clusters Score -9646431 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -9648736.000000 Penalty: 5375.896973
	Iteration 12F: 3 clusters Score -9648736 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -9650616.000000 Penalty: 5375.896973
	Iteration 13F: 3 clusters Score -9650616 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -9651656.000000 Penalty: 5375.896973
	Iteration 14Q: 3 clusters Score -9651656 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9652405.000000 Penalty: 5375.896973
	Iteration 15Q: 3 clusters Score -9652405 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -9652817.000000 Penalty: 5375.896973
	Iteration 16Q: 3 clusters Score -9652817 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -9652963.000000 Penalty: 5375.896973
	Iteration 17Q: 3 clusters Score -9652963 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -9653025.000000 Penalty: 5375.896973
	Iteration 18Q: 3 clusters Score -9653025 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -9653075.000000 Penalty: 5375.896973
	Iteration 19Q: 3 clusters Score -9653075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -9653103.000000 Penalty: 5375.896973
	Iteration 20F: 3 clusters Score -9653103 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -9653137.000000 Penalty: 5375.896973
	Iteration 21Q: 3 clusters Score -9653137 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50428 members 
Entering Unmasked Estep 
Score: -9653153.000000 Penalty: 5375.896973
	Iteration 22Q: 3 clusters Score -9653153 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -9653172.000000 Penalty: 5375.896973
	Iteration 23Q: 3 clusters Score -9653172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -9653178.000000 Penalty: 5375.896973
	Iteration 24Q: 3 clusters Score -9653178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -9653194.000000 Penalty: 5375.896973
	Iteration 25Q: 3 clusters Score -9653194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -9653206.000000 Penalty: 5375.896973
	Iteration 26Q: 3 clusters Score -9653206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -9653210.000000 Penalty: 5375.896973
	Iteration 27Q: 3 clusters Score -9653210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -9653218.000000 Penalty: 5375.896973
	Iteration 28Q: 3 clusters Score -9653218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -9653214.000000 Penalty: 5375.896973
	Iteration 29Q: 3 clusters Score -9653214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -9653216.000000 Penalty: 5375.896973
	Iteration 30Q: 3 clusters Score -9653216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -9653224.000000 Penalty: 5375.896973
	Iteration 31Q: 3 clusters Score -9653224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9653226.000000 Penalty: 5375.896973
	Iteration 32Q: 3 clusters Score -9653226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50547 members 
Entering Unmasked Estep 
Score: -9653226.000000 Penalty: 5375.896973
	Iteration 33F: 3 clusters Score -9653226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Entering Unmasked Estep 
Score: -5321134.000000 Penalty: 2543.080078
	Iteration 0F: 2 clusters Score -5321134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -5301626.500000 Penalty: 5086.160156
	Iteration 0F: 3 clusters Score -5301626 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -5308480.500000 Penalty: 5086.160156
	Iteration 1F: 3 clusters Score -5308480 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -5308790.000000 Penalty: 5086.160156
	Iteration 2Q: 3 clusters Score -5308790 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5309054.000000 Penalty: 5086.160156
	Iteration 3Q: 3 clusters Score -5309054 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5309264.000000 Penalty: 5086.160156
	Iteration 4Q: 3 clusters Score -5309264 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -5309481.500000 Penalty: 5086.160156
	Iteration 5Q: 3 clusters Score -5309482 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -5309742.500000 Penalty: 5086.160156
	Iteration 6Q: 3 clusters Score -5309742 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -5310010.500000 Penalty: 5086.160156
	Iteration 7Q: 3 clusters Score -5310010 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -5310323.000000 Penalty: 5086.160156
	Iteration 8Q: 3 clusters Score -5310323 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -5310669.500000 Penalty: 5086.160156
	Iteration 9Q: 3 clusters Score -5310670 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -5311050.000000 Penalty: 5086.160156
	Iteration 10Q: 3 clusters Score -5311050 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -5311528.000000 Penalty: 5086.160156
	Iteration 11Q: 3 clusters Score -5311528 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -5312081.500000 Penalty: 5086.160156
	Iteration 12Q: 3 clusters Score -5312082 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -5312742.000000 Penalty: 5086.160156
	Iteration 13Q: 3 clusters Score -5312742 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -5313459.000000 Penalty: 5086.160156
	Iteration 14Q: 3 clusters Score -5313459 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -5314108.000000 Penalty: 5086.160156
	Iteration 15Q: 3 clusters Score -5314108 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5314682.000000 Penalty: 5086.160156
	Iteration 16Q: 3 clusters Score -5314682 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -5315125.000000 Penalty: 5086.160156
	Iteration 17Q: 3 clusters Score -5315125 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -5315466.000000 Penalty: 5086.160156
	Iteration 18Q: 3 clusters Score -5315466 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -5315741.500000 Penalty: 5086.160156
	Iteration 19Q: 3 clusters Score -5315742 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5315945.500000 Penalty: 5086.160156
	Iteration 20F: 3 clusters Score -5315946 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5316098.500000 Penalty: 5086.160156
	Iteration 21Q: 3 clusters Score -5316098 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -5316259.500000 Penalty: 5086.160156
	Iteration 22Q: 3 clusters Score -5316260 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5316389.500000 Penalty: 5086.160156
	Iteration 23Q: 3 clusters Score -5316390 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -5316541.500000 Penalty: 5086.160156
	Iteration 24Q: 3 clusters Score -5316542 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -5316669.000000 Penalty: 5086.160156
	Iteration 25Q: 3 clusters Score -5316669 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -5316780.500000 Penalty: 5086.160156
	Iteration 26Q: 3 clusters Score -5316780 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -5316913.500000 Penalty: 5086.160156
	Iteration 27Q: 3 clusters Score -5316914 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -5317053.500000 Penalty: 5086.160156
	Iteration 28Q: 3 clusters Score -5317054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5317207.500000 Penalty: 5086.160156
	Iteration 29Q: 3 clusters Score -5317208 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -5317384.000000 Penalty: 5086.160156
	Iteration 30Q: 3 clusters Score -5317384 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -5317565.000000 Penalty: 5086.160156
	Iteration 31Q: 3 clusters Score -5317565 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5317716.500000 Penalty: 5086.160156
	Iteration 32Q: 3 clusters Score -5317716 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -5317899.000000 Penalty: 5086.160156
	Iteration 33Q: 3 clusters Score -5317899 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5318075.500000 Penalty: 5086.160156
	Iteration 34Q: 3 clusters Score -5318076 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5318217.000000 Penalty: 5086.160156
	Iteration 35Q: 3 clusters Score -5318217 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5318354.500000 Penalty: 5086.160156
	Iteration 36Q: 3 clusters Score -5318354 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -5318486.000000 Penalty: 5086.160156
	Iteration 37Q: 3 clusters Score -5318486 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5318595.000000 Penalty: 5086.160156
	Iteration 38Q: 3 clusters Score -5318595 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5318675.500000 Penalty: 5086.160156
	Iteration 39Q: 3 clusters Score -5318676 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5318728.500000 Penalty: 5086.160156
	Iteration 40F: 3 clusters Score -5318728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5318773.000000 Penalty: 5086.160156
	Iteration 41Q: 3 clusters Score -5318773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5318817.500000 Penalty: 5086.160156
	Iteration 42Q: 3 clusters Score -5318818 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5318850.000000 Penalty: 5086.160156
	Iteration 43Q: 3 clusters Score -5318850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5318884.500000 Penalty: 5086.160156
	Iteration 44Q: 3 clusters Score -5318884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5318908.500000 Penalty: 5086.160156
	Iteration 45Q: 3 clusters Score -5318908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5318927.500000 Penalty: 5086.160156
	Iteration 46Q: 3 clusters Score -5318928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5318945.500000 Penalty: 5086.160156
	Iteration 47Q: 3 clusters Score -5318946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5318956.000000 Penalty: 5086.160156
	Iteration 48Q: 3 clusters Score -5318956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5318961.000000 Penalty: 5086.160156
	Iteration 49Q: 3 clusters Score -5318961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5318964.500000 Penalty: 5086.160156
	Iteration 50Q: 3 clusters Score -5318964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5318970.000000 Penalty: 5086.160156
	Iteration 51Q: 3 clusters Score -5318970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5318978.500000 Penalty: 5086.160156
	Iteration 52Q: 3 clusters Score -5318978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5318974.500000 Penalty: 5086.160156
	Iteration 53Q: 3 clusters Score -5318974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5318978.000000 Penalty: 5086.160156
	Iteration 54Q: 3 clusters Score -5318978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5318982.500000 Penalty: 5086.160156
	Iteration 55Q: 3 clusters Score -5318982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5318975.000000 Penalty: 5086.160156
	Iteration 56Q: 3 clusters Score -5318975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5318977.500000 Penalty: 5086.160156
	Iteration 57Q: 3 clusters Score -5318978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5318977.500000 Penalty: 5086.160156
	Iteration 58F: 3 clusters Score -5318978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Entering Unmasked Estep 
Score: -9226215.000000 Penalty: 2678.087158
	Iteration 0F: 2 clusters Score -9226215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -9196103.000000 Penalty: 5356.174316
	Iteration 0F: 3 clusters Score -9196103 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -9208659.000000 Penalty: 5356.174316
	Iteration 1F: 3 clusters Score -9208659 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -9209217.000000 Penalty: 5356.174316
	Iteration 2Q: 3 clusters Score -9209217 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -9209842.000000 Penalty: 5356.174316
	Iteration 3Q: 3 clusters Score -9209842 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -9210656.000000 Penalty: 5356.174316
	Iteration 4Q: 3 clusters Score -9210656 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -9211898.000000 Penalty: 5356.174316
	Iteration 5F: 3 clusters Score -9211898 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 34423 members 
Entering Unmasked Estep 
Score: -9213736.000000 Penalty: 5356.174316
	Iteration 6F: 3 clusters Score -9213736 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -9216359.000000 Penalty: 5356.174316
	Iteration 7F: 3 clusters Score -9216359 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -9219384.000000 Penalty: 5356.174316
	Iteration 8F: 3 clusters Score -9219384 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -9221788.000000 Penalty: 5356.174316
	Iteration 9F: 3 clusters Score -9221788 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -9223057.000000 Penalty: 5356.174316
	Iteration 10Q: 3 clusters Score -9223057 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -9223522.000000 Penalty: 5356.174316
	Iteration 11Q: 3 clusters Score -9223522 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -9223705.000000 Penalty: 5356.174316
	Iteration 12Q: 3 clusters Score -9223705 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -9223821.000000 Penalty: 5356.174316
	Iteration 13Q: 3 clusters Score -9223821 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -9223893.000000 Penalty: 5356.174316
	Iteration 14Q: 3 clusters Score -9223893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -9223934.000000 Penalty: 5356.174316
	Iteration 15Q: 3 clusters Score -9223934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -9223949.000000 Penalty: 5356.174316
	Iteration 16Q: 3 clusters Score -9223949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 48670 members 
Entering Unmasked Estep 
Score: -9223956.000000 Penalty: 5356.174316
	Iteration 17Q: 3 clusters Score -9223956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -9223959.000000 Penalty: 5356.174316
	Iteration 18Q: 3 clusters Score -9223959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -9223965.000000 Penalty: 5356.174316
	Iteration 19Q: 3 clusters Score -9223965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -9223975.000000 Penalty: 5356.174316
	Iteration 20F: 3 clusters Score -9223975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9223985.000000 Penalty: 5356.174316
	Iteration 21Q: 3 clusters Score -9223985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -9223985.000000 Penalty: 5356.174316
	Iteration 22Q: 3 clusters Score -9223985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -9223989.000000 Penalty: 5356.174316
	Iteration 23Q: 3 clusters Score -9223989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -9223988.000000 Penalty: 5356.174316
	Iteration 24Q: 3 clusters Score -9223988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9223986.000000 Penalty: 5356.174316
	Iteration 25Q: 3 clusters Score -9223986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9223988.000000 Penalty: 5356.174316
	Iteration 26Q: 3 clusters Score -9223988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9223988.000000 Penalty: 5356.174316
	Iteration 27F: 3 clusters Score -9223988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (51561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Entering Unmasked Estep 
Score: -9714549.000000 Penalty: 2690.929199
	Iteration 0F: 2 clusters Score -9714549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9683516.000000 Penalty: 5381.858398
	Iteration 0F: 3 clusters Score -9683516 nChanged 23905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -9697084.000000 Penalty: 5381.858398
	Iteration 1F: 3 clusters Score -9697084 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -9698031.000000 Penalty: 5381.858398
	Iteration 2Q: 3 clusters Score -9698031 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -9699628.000000 Penalty: 5381.858398
	Iteration 3F: 3 clusters Score -9699628 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -9701980.000000 Penalty: 5381.858398
	Iteration 4F: 3 clusters Score -9701980 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -9705231.000000 Penalty: 5381.858398
	Iteration 5F: 3 clusters Score -9705231 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -9708655.000000 Penalty: 5381.858398
	Iteration 6F: 3 clusters Score -9708655 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 47828 members 
Entering Unmasked Estep 
Score: -9710614.000000 Penalty: 5381.858398
	Iteration 7F: 3 clusters Score -9710614 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9711720.000000 Penalty: 5381.858398
	Iteration 8Q: 3 clusters Score -9711720 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -9712028.000000 Penalty: 5381.858398
	Iteration 9Q: 3 clusters Score -9712028 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -9712141.000000 Penalty: 5381.858398
	Iteration 10Q: 3 clusters Score -9712141 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9712181.000000 Penalty: 5381.858398
	Iteration 11Q: 3 clusters Score -9712181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51274 members 
Entering Unmasked Estep 
Score: -9712214.000000 Penalty: 5381.858398
	Iteration 12Q: 3 clusters Score -9712214 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9712223.000000 Penalty: 5381.858398
	Iteration 13Q: 3 clusters Score -9712223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9712233.000000 Penalty: 5381.858398
	Iteration 14Q: 3 clusters Score -9712233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -9712257.000000 Penalty: 5381.858398
	Iteration 15Q: 3 clusters Score -9712257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 51319 members 
Entering Unmasked Estep 
Score: -9712264.000000 Penalty: 5381.858398
	Iteration 16Q: 3 clusters Score -9712264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9712269.000000 Penalty: 5381.858398
	Iteration 17Q: 3 clusters Score -9712269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 51324 members 
Entering Unmasked Estep 
Score: -9712270.000000 Penalty: 5381.858398
	Iteration 18Q: 3 clusters Score -9712270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -9712291.000000 Penalty: 5381.858398
	Iteration 19Q: 3 clusters Score -9712291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -9712298.000000 Penalty: 5381.858398
	Iteration 20F: 3 clusters Score -9712298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -9712303.000000 Penalty: 5381.858398
	Iteration 21Q: 3 clusters Score -9712303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 51333 members 
Entering Unmasked Estep 
Score: -9712297.000000 Penalty: 5381.858398
	Iteration 22Q: 3 clusters Score -9712297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -9712297.000000 Penalty: 5381.858398
	Iteration 23Q: 3 clusters Score -9712297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -9712298.000000 Penalty: 5381.858398
	Iteration 24Q: 3 clusters Score -9712298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -9712298.000000 Penalty: 5381.858398
	Iteration 25F: 3 clusters Score -9712298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Entering Unmasked Estep 
Score: -7036562.500000 Penalty: 2614.335693
	Iteration 0F: 2 clusters Score -7036562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -7011128.500000 Penalty: 5228.671387
	Iteration 0F: 3 clusters Score -7011128 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7020854.000000 Penalty: 5228.671387
	Iteration 1F: 3 clusters Score -7020854 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -7021705.000000 Penalty: 5228.671387
	Iteration 2Q: 3 clusters Score -7021705 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -7022844.500000 Penalty: 5228.671387
	Iteration 3F: 3 clusters Score -7022844 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -7024279.000000 Penalty: 5228.671387
	Iteration 4F: 3 clusters Score -7024279 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -7026039.500000 Penalty: 5228.671387
	Iteration 5F: 3 clusters Score -7026040 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -7027902.500000 Penalty: 5228.671387
	Iteration 6F: 3 clusters Score -7027902 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -7029659.000000 Penalty: 5228.671387
	Iteration 7F: 3 clusters Score -7029659 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -7030995.500000 Penalty: 5228.671387
	Iteration 8F: 3 clusters Score -7030996 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 26292 members 
Entering Unmasked Estep 
Score: -7031897.000000 Penalty: 5228.671387
	Iteration 9Q: 3 clusters Score -7031897 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7032396.000000 Penalty: 5228.671387
	Iteration 10Q: 3 clusters Score -7032396 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -7032747.000000 Penalty: 5228.671387
	Iteration 11Q: 3 clusters Score -7032747 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -7033059.500000 Penalty: 5228.671387
	Iteration 12Q: 3 clusters Score -7033060 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -7033389.500000 Penalty: 5228.671387
	Iteration 13Q: 3 clusters Score -7033390 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -7033628.500000 Penalty: 5228.671387
	Iteration 14Q: 3 clusters Score -7033628 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -7033801.000000 Penalty: 5228.671387
	Iteration 15Q: 3 clusters Score -7033801 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 30867 members 
Entering Unmasked Estep 
Score: -7033985.500000 Penalty: 5228.671387
	Iteration 16Q: 3 clusters Score -7033986 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7034129.000000 Penalty: 5228.671387
	Iteration 17Q: 3 clusters Score -7034129 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -7034240.500000 Penalty: 5228.671387
	Iteration 18Q: 3 clusters Score -7034240 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -7034365.000000 Penalty: 5228.671387
	Iteration 19Q: 3 clusters Score -7034365 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -7034473.000000 Penalty: 5228.671387
	Iteration 20F: 3 clusters Score -7034473 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -7034560.000000 Penalty: 5228.671387
	Iteration 21Q: 3 clusters Score -7034560 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7034641.500000 Penalty: 5228.671387
	Iteration 22Q: 3 clusters Score -7034642 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7034709.500000 Penalty: 5228.671387
	Iteration 23Q: 3 clusters Score -7034710 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -7034798.000000 Penalty: 5228.671387
	Iteration 24Q: 3 clusters Score -7034798 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -7034872.500000 Penalty: 5228.671387
	Iteration 25Q: 3 clusters Score -7034872 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7034955.500000 Penalty: 5228.671387
	Iteration 26Q: 3 clusters Score -7034956 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 33837 members 
Entering Unmasked Estep 
Score: -7034988.000000 Penalty: 5228.671387
	Iteration 27Q: 3 clusters Score -7034988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -7035025.500000 Penalty: 5228.671387
	Iteration 28Q: 3 clusters Score -7035026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -7035043.500000 Penalty: 5228.671387
	Iteration 29Q: 3 clusters Score -7035044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -7035063.500000 Penalty: 5228.671387
	Iteration 30Q: 3 clusters Score -7035064 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -7035082.000000 Penalty: 5228.671387
	Iteration 31Q: 3 clusters Score -7035082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -7035096.000000 Penalty: 5228.671387
	Iteration 32Q: 3 clusters Score -7035096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -7035107.000000 Penalty: 5228.671387
	Iteration 33Q: 3 clusters Score -7035107 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -7035132.000000 Penalty: 5228.671387
	Iteration 34Q: 3 clusters Score -7035132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -7035143.500000 Penalty: 5228.671387
	Iteration 35Q: 3 clusters Score -7035144 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -7035153.500000 Penalty: 5228.671387
	Iteration 36Q: 3 clusters Score -7035154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -7035158.000000 Penalty: 5228.671387
	Iteration 37Q: 3 clusters Score -7035158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -7035159.000000 Penalty: 5228.671387
	Iteration 38Q: 3 clusters Score -7035159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7035162.000000 Penalty: 5228.671387
	Iteration 39Q: 3 clusters Score -7035162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -7035170.500000 Penalty: 5228.671387
	Iteration 40F: 3 clusters Score -7035170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -7035174.500000 Penalty: 5228.671387
	Iteration 41Q: 3 clusters Score -7035174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -7035189.000000 Penalty: 5228.671387
	Iteration 42Q: 3 clusters Score -7035189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7035196.000000 Penalty: 5228.671387
	Iteration 43Q: 3 clusters Score -7035196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -7035193.000000 Penalty: 5228.671387
	Iteration 44Q: 3 clusters Score -7035193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7035207.500000 Penalty: 5228.671387
	Iteration 45Q: 3 clusters Score -7035208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -7035227.500000 Penalty: 5228.671387
	Iteration 46Q: 3 clusters Score -7035228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -7035233.500000 Penalty: 5228.671387
	Iteration 47Q: 3 clusters Score -7035234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -7035240.500000 Penalty: 5228.671387
	Iteration 48Q: 3 clusters Score -7035240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -7035235.000000 Penalty: 5228.671387
	Iteration 49Q: 3 clusters Score -7035235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7035244.500000 Penalty: 5228.671387
	Iteration 50Q: 3 clusters Score -7035244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7035238.000000 Penalty: 5228.671387
	Iteration 51Q: 3 clusters Score -7035238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -7035240.500000 Penalty: 5228.671387
	Iteration 52Q: 3 clusters Score -7035240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -7035248.000000 Penalty: 5228.671387
	Iteration 53Q: 3 clusters Score -7035248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -7035252.500000 Penalty: 5228.671387
	Iteration 54Q: 3 clusters Score -7035252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -7035255.000000 Penalty: 5228.671387
	Iteration 55Q: 3 clusters Score -7035255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 34874 members 
Entering Unmasked Estep 
Score: -7035262.500000 Penalty: 5228.671387
	Iteration 56Q: 3 clusters Score -7035262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7035260.000000 Penalty: 5228.671387
	Iteration 57Q: 3 clusters Score -7035260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7035259.000000 Penalty: 5228.671387
	Iteration 58Q: 3 clusters Score -7035259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 34889 members 
Entering Unmasked Estep 
Score: -7035256.000000 Penalty: 5228.671387
	Iteration 59Q: 3 clusters Score -7035256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7035265.500000 Penalty: 5228.671387
	Iteration 60F: 3 clusters Score -7035266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -7035272.000000 Penalty: 5228.671387
	Iteration 61Q: 3 clusters Score -7035272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7035273.500000 Penalty: 5228.671387
	Iteration 62Q: 3 clusters Score -7035274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -7035269.000000 Penalty: 5228.671387
	Iteration 63Q: 3 clusters Score -7035269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -7035268.000000 Penalty: 5228.671387
	Iteration 64Q: 3 clusters Score -7035268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -7035259.500000 Penalty: 5228.671387
	Iteration 65Q: 3 clusters Score -7035260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34912 members 
Entering Unmasked Estep 
Score: -7035267.000000 Penalty: 5228.671387
	Iteration 66Q: 3 clusters Score -7035267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -7035272.500000 Penalty: 5228.671387
	Iteration 67Q: 3 clusters Score -7035272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -7035269.500000 Penalty: 5228.671387
	Iteration 68Q: 3 clusters Score -7035270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -7035274.500000 Penalty: 5228.671387
	Iteration 69Q: 3 clusters Score -7035274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -7035274.000000 Penalty: 5228.671387
	Iteration 70Q: 3 clusters Score -7035274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -7035273.500000 Penalty: 5228.671387
	Iteration 71Q: 3 clusters Score -7035274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7035268.500000 Penalty: 5228.671387
	Iteration 72Q: 3 clusters Score -7035268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -7035266.000000 Penalty: 5228.671387
	Iteration 73Q: 3 clusters Score -7035266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -7035269.500000 Penalty: 5228.671387
	Iteration 74Q: 3 clusters Score -7035270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7035267.000000 Penalty: 5228.671387
	Iteration 75Q: 3 clusters Score -7035267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7035259.500000 Penalty: 5228.671387
	Iteration 76Q: 3 clusters Score -7035260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7035258.000000 Penalty: 5228.671387
	Iteration 77Q: 3 clusters Score -7035258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7035263.000000 Penalty: 5228.671387
	Iteration 78Q: 3 clusters Score -7035263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -7035267.000000 Penalty: 5228.671387
	Iteration 79Q: 3 clusters Score -7035267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -7035263.000000 Penalty: 5228.671387
	Iteration 80F: 3 clusters Score -7035263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -7035267.500000 Penalty: 5228.671387
	Iteration 81Q: 3 clusters Score -7035268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -7035272.000000 Penalty: 5228.671387
	Iteration 82Q: 3 clusters Score -7035272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -7035283.000000 Penalty: 5228.671387
	Iteration 83Q: 3 clusters Score -7035283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -7035278.500000 Penalty: 5228.671387
	Iteration 84Q: 3 clusters Score -7035278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -7035281.000000 Penalty: 5228.671387
	Iteration 85Q: 3 clusters Score -7035281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -7035281.000000 Penalty: 5228.671387
	Iteration 86F: 3 clusters Score -7035281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Entering Unmasked Estep 
Score: -8753522.000000 Penalty: 2666.170166
	Iteration 0F: 2 clusters Score -8753522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -8723553.000000 Penalty: 5332.340332
	Iteration 0F: 3 clusters Score -8723553 nChanged 21510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -8735310.000000 Penalty: 5332.340332
	Iteration 1F: 3 clusters Score -8735310 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8735766.000000 Penalty: 5332.340332
	Iteration 2Q: 3 clusters Score -8735766 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8736127.000000 Penalty: 5332.340332
	Iteration 3Q: 3 clusters Score -8736127 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8736452.000000 Penalty: 5332.340332
	Iteration 4Q: 3 clusters Score -8736452 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8736707.000000 Penalty: 5332.340332
	Iteration 5Q: 3 clusters Score -8736707 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -8737020.000000 Penalty: 5332.340332
	Iteration 6Q: 3 clusters Score -8737020 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8737390.000000 Penalty: 5332.340332
	Iteration 7Q: 3 clusters Score -8737390 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8737833.000000 Penalty: 5332.340332
	Iteration 8Q: 3 clusters Score -8737833 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -8738474.000000 Penalty: 5332.340332
	Iteration 9Q: 3 clusters Score -8738474 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8739350.000000 Penalty: 5332.340332
	Iteration 10Q: 3 clusters Score -8739350 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -8740511.000000 Penalty: 5332.340332
	Iteration 11Q: 3 clusters Score -8740511 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -8742047.000000 Penalty: 5332.340332
	Iteration 12F: 3 clusters Score -8742047 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8743866.000000 Penalty: 5332.340332
	Iteration 13F: 3 clusters Score -8743866 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -8745464.000000 Penalty: 5332.340332
	Iteration 14F: 3 clusters Score -8745464 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8746373.000000 Penalty: 5332.340332
	Iteration 15Q: 3 clusters Score -8746373 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8746817.000000 Penalty: 5332.340332
	Iteration 16Q: 3 clusters Score -8746817 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 25874 members 
Entering Unmasked Estep 
Score: -8746998.000000 Penalty: 5332.340332
	Iteration 17Q: 3 clusters Score -8746998 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8747093.000000 Penalty: 5332.340332
	Iteration 18Q: 3 clusters Score -8747093 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -8747200.000000 Penalty: 5332.340332
	Iteration 19Q: 3 clusters Score -8747200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -8747199.000000 Penalty: 5332.340332
	Iteration 20F: 3 clusters Score -8747199 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8747274.000000 Penalty: 5332.340332
	Iteration 21Q: 3 clusters Score -8747274 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8747338.000000 Penalty: 5332.340332
	Iteration 22Q: 3 clusters Score -8747338 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -8747417.000000 Penalty: 5332.340332
	Iteration 23Q: 3 clusters Score -8747417 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -8747513.000000 Penalty: 5332.340332
	Iteration 24Q: 3 clusters Score -8747513 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -8747571.000000 Penalty: 5332.340332
	Iteration 25Q: 3 clusters Score -8747571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -8747625.000000 Penalty: 5332.340332
	Iteration 26Q: 3 clusters Score -8747625 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -8747669.000000 Penalty: 5332.340332
	Iteration 27Q: 3 clusters Score -8747669 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -8747718.000000 Penalty: 5332.340332
	Iteration 28Q: 3 clusters Score -8747718 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8747770.000000 Penalty: 5332.340332
	Iteration 29Q: 3 clusters Score -8747770 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8747841.000000 Penalty: 5332.340332
	Iteration 30Q: 3 clusters Score -8747841 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -8747921.000000 Penalty: 5332.340332
	Iteration 31Q: 3 clusters Score -8747921 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8748023.000000 Penalty: 5332.340332
	Iteration 32Q: 3 clusters Score -8748023 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -8748037.000000 Penalty: 5332.340332
	Iteration 33Q: 3 clusters Score -8748037 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -8748066.000000 Penalty: 5332.340332
	Iteration 34Q: 3 clusters Score -8748066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -8748093.000000 Penalty: 5332.340332
	Iteration 35Q: 3 clusters Score -8748093 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -8748123.000000 Penalty: 5332.340332
	Iteration 36Q: 3 clusters Score -8748123 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -8748131.000000 Penalty: 5332.340332
	Iteration 37Q: 3 clusters Score -8748131 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 25573 members 
Entering Unmasked Estep 
Score: -8748159.000000 Penalty: 5332.340332
	Iteration 38Q: 3 clusters Score -8748159 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8748214.000000 Penalty: 5332.340332
	Iteration 39Q: 3 clusters Score -8748214 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8748239.000000 Penalty: 5332.340332
	Iteration 40F: 3 clusters Score -8748239 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8748238.000000 Penalty: 5332.340332
	Iteration 41Q: 3 clusters Score -8748238 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -8748255.000000 Penalty: 5332.340332
	Iteration 42Q: 3 clusters Score -8748255 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -8748280.000000 Penalty: 5332.340332
	Iteration 43Q: 3 clusters Score -8748280 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -8748303.000000 Penalty: 5332.340332
	Iteration 44Q: 3 clusters Score -8748303 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8748320.000000 Penalty: 5332.340332
	Iteration 45Q: 3 clusters Score -8748320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -8748327.000000 Penalty: 5332.340332
	Iteration 46Q: 3 clusters Score -8748327 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -8748330.000000 Penalty: 5332.340332
	Iteration 47Q: 3 clusters Score -8748330 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 25276 members 
Entering Unmasked Estep 
Score: -8748343.000000 Penalty: 5332.340332
	Iteration 48Q: 3 clusters Score -8748343 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8748368.000000 Penalty: 5332.340332
	Iteration 49Q: 3 clusters Score -8748368 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -8748383.000000 Penalty: 5332.340332
	Iteration 50Q: 3 clusters Score -8748383 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -8748389.000000 Penalty: 5332.340332
	Iteration 51Q: 3 clusters Score -8748389 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -8748388.000000 Penalty: 5332.340332
	Iteration 52Q: 3 clusters Score -8748388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -8748394.000000 Penalty: 5332.340332
	Iteration 53Q: 3 clusters Score -8748394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8748419.000000 Penalty: 5332.340332
	Iteration 54Q: 3 clusters Score -8748419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -8748401.000000 Penalty: 5332.340332
	Iteration 55Q: 3 clusters Score -8748401 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -8748415.000000 Penalty: 5332.340332
	Iteration 56Q: 3 clusters Score -8748415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -8748429.000000 Penalty: 5332.340332
	Iteration 57Q: 3 clusters Score -8748429 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -8748447.000000 Penalty: 5332.340332
	Iteration 58Q: 3 clusters Score -8748447 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -8748448.000000 Penalty: 5332.340332
	Iteration 59Q: 3 clusters Score -8748448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -8748436.000000 Penalty: 5332.340332
	Iteration 60F: 3 clusters Score -8748436 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8748427.000000 Penalty: 5332.340332
	Iteration 61Q: 3 clusters Score -8748427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -8748425.000000 Penalty: 5332.340332
	Iteration 62Q: 3 clusters Score -8748425 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -8748439.000000 Penalty: 5332.340332
	Iteration 63Q: 3 clusters Score -8748439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -8748444.000000 Penalty: 5332.340332
	Iteration 64Q: 3 clusters Score -8748444 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8748436.000000 Penalty: 5332.340332
	Iteration 65Q: 3 clusters Score -8748436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -8748451.000000 Penalty: 5332.340332
	Iteration 66Q: 3 clusters Score -8748451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -8748468.000000 Penalty: 5332.340332
	Iteration 67Q: 3 clusters Score -8748468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8748466.000000 Penalty: 5332.340332
	Iteration 68Q: 3 clusters Score -8748466 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -8748435.000000 Penalty: 5332.340332
	Iteration 69Q: 3 clusters Score -8748435 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -8748446.000000 Penalty: 5332.340332
	Iteration 70Q: 3 clusters Score -8748446 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -8748452.000000 Penalty: 5332.340332
	Iteration 71Q: 3 clusters Score -8748452 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -8748452.000000 Penalty: 5332.340332
	Iteration 72Q: 3 clusters Score -8748452 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -8748466.000000 Penalty: 5332.340332
	Iteration 73Q: 3 clusters Score -8748466 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8748469.000000 Penalty: 5332.340332
	Iteration 74Q: 3 clusters Score -8748469 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -8748469.000000 Penalty: 5332.340332
	Iteration 75Q: 3 clusters Score -8748469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -8748473.000000 Penalty: 5332.340332
	Iteration 76Q: 3 clusters Score -8748473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -8748476.000000 Penalty: 5332.340332
	Iteration 77Q: 3 clusters Score -8748476 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -8748471.000000 Penalty: 5332.340332
	Iteration 78Q: 3 clusters Score -8748471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -8748492.000000 Penalty: 5332.340332
	Iteration 79Q: 3 clusters Score -8748492 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8748492.000000 Penalty: 5332.340332
	Iteration 80F: 3 clusters Score -8748492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -8748534.000000 Penalty: 5332.340332
	Iteration 81Q: 3 clusters Score -8748534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -8748549.000000 Penalty: 5332.340332
	Iteration 82Q: 3 clusters Score -8748549 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8748560.000000 Penalty: 5332.340332
	Iteration 83Q: 3 clusters Score -8748560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8748545.000000 Penalty: 5332.340332
	Iteration 84Q: 3 clusters Score -8748545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8748551.000000 Penalty: 5332.340332
	Iteration 85Q: 3 clusters Score -8748551 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -8748558.000000 Penalty: 5332.340332
	Iteration 86Q: 3 clusters Score -8748558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8748558.000000 Penalty: 5332.340332
	Iteration 87Q: 3 clusters Score -8748558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -8748544.000000 Penalty: 5332.340332
	Iteration 88Q: 3 clusters Score -8748544 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8748553.000000 Penalty: 5332.340332
	Iteration 89Q: 3 clusters Score -8748553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -8748554.000000 Penalty: 5332.340332
	Iteration 90Q: 3 clusters Score -8748554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8748553.000000 Penalty: 5332.340332
	Iteration 91Q: 3 clusters Score -8748553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -8748553.000000 Penalty: 5332.340332
	Iteration 92Q: 3 clusters Score -8748553 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8748581.000000 Penalty: 5332.340332
	Iteration 93Q: 3 clusters Score -8748581 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8748596.000000 Penalty: 5332.340332
	Iteration 94Q: 3 clusters Score -8748596 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8748584.000000 Penalty: 5332.340332
	Iteration 95Q: 3 clusters Score -8748584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -8748580.000000 Penalty: 5332.340332
	Iteration 96Q: 3 clusters Score -8748580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8748587.000000 Penalty: 5332.340332
	Iteration 97Q: 3 clusters Score -8748587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -8748579.000000 Penalty: 5332.340332
	Iteration 98Q: 3 clusters Score -8748579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -8748568.000000 Penalty: 5332.340332
	Iteration 99Q: 3 clusters Score -8748568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8748569.000000 Penalty: 5332.340332
	Iteration 100F: 3 clusters Score -8748569 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8748565.000000 Penalty: 5332.340332
	Iteration 101Q: 3 clusters Score -8748565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -8748560.000000 Penalty: 5332.340332
	Iteration 102Q: 3 clusters Score -8748560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8748583.000000 Penalty: 5332.340332
	Iteration 103Q: 3 clusters Score -8748583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8748580.000000 Penalty: 5332.340332
	Iteration 104Q: 3 clusters Score -8748580 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -8748582.000000 Penalty: 5332.340332
	Iteration 105Q: 3 clusters Score -8748582 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -8748600.000000 Penalty: 5332.340332
	Iteration 106Q: 3 clusters Score -8748600 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8748632.000000 Penalty: 5332.340332
	Iteration 107Q: 3 clusters Score -8748632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -8748638.000000 Penalty: 5332.340332
	Iteration 108Q: 3 clusters Score -8748638 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -8748653.000000 Penalty: 5332.340332
	Iteration 109Q: 3 clusters Score -8748653 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8748652.000000 Penalty: 5332.340332
	Iteration 110Q: 3 clusters Score -8748652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -8748653.000000 Penalty: 5332.340332
	Iteration 111Q: 3 clusters Score -8748653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8748671.000000 Penalty: 5332.340332
	Iteration 112Q: 3 clusters Score -8748671 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8748647.000000 Penalty: 5332.340332
	Iteration 113Q: 3 clusters Score -8748647 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8748655.000000 Penalty: 5332.340332
	Iteration 114Q: 3 clusters Score -8748655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8748644.000000 Penalty: 5332.340332
	Iteration 115Q: 3 clusters Score -8748644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8748665.000000 Penalty: 5332.340332
	Iteration 116Q: 3 clusters Score -8748665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8748640.000000 Penalty: 5332.340332
	Iteration 117Q: 3 clusters Score -8748640 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8748657.000000 Penalty: 5332.340332
	Iteration 118Q: 3 clusters Score -8748657 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -8748649.000000 Penalty: 5332.340332
	Iteration 119Q: 3 clusters Score -8748649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -8748670.000000 Penalty: 5332.340332
	Iteration 120F: 3 clusters Score -8748670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -8748673.000000 Penalty: 5332.340332
	Iteration 121Q: 3 clusters Score -8748673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8748674.000000 Penalty: 5332.340332
	Iteration 122Q: 3 clusters Score -8748674 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8748681.000000 Penalty: 5332.340332
	Iteration 123Q: 3 clusters Score -8748681 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8748680.000000 Penalty: 5332.340332
	Iteration 124Q: 3 clusters Score -8748680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8748679.000000 Penalty: 5332.340332
	Iteration 125Q: 3 clusters Score -8748679 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -8748679.000000 Penalty: 5332.340332
	Iteration 126Q: 3 clusters Score -8748679 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8748690.000000 Penalty: 5332.340332
	Iteration 127Q: 3 clusters Score -8748690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -8748697.000000 Penalty: 5332.340332
	Iteration 128Q: 3 clusters Score -8748697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -8748691.000000 Penalty: 5332.340332
	Iteration 129Q: 3 clusters Score -8748691 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -8748704.000000 Penalty: 5332.340332
	Iteration 130Q: 3 clusters Score -8748704 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -8748720.000000 Penalty: 5332.340332
	Iteration 131Q: 3 clusters Score -8748720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -8748705.000000 Penalty: 5332.340332
	Iteration 132Q: 3 clusters Score -8748705 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -8748708.000000 Penalty: 5332.340332
	Iteration 133Q: 3 clusters Score -8748708 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -8748717.000000 Penalty: 5332.340332
	Iteration 134Q: 3 clusters Score -8748717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -8748731.000000 Penalty: 5332.340332
	Iteration 135Q: 3 clusters Score -8748731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8748727.000000 Penalty: 5332.340332
	Iteration 136Q: 3 clusters Score -8748727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8748732.000000 Penalty: 5332.340332
	Iteration 137Q: 3 clusters Score -8748732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -8748753.000000 Penalty: 5332.340332
	Iteration 138Q: 3 clusters Score -8748753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -8748742.000000 Penalty: 5332.340332
	Iteration 139Q: 3 clusters Score -8748742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -8748744.000000 Penalty: 5332.340332
	Iteration 140F: 3 clusters Score -8748744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8748748.000000 Penalty: 5332.340332
	Iteration 141Q: 3 clusters Score -8748748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -8748761.000000 Penalty: 5332.340332
	Iteration 142Q: 3 clusters Score -8748761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -8748761.000000 Penalty: 5332.340332
	Iteration 143Q: 3 clusters Score -8748761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -8748756.000000 Penalty: 5332.340332
	Iteration 144Q: 3 clusters Score -8748756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -8748755.000000 Penalty: 5332.340332
	Iteration 145Q: 3 clusters Score -8748755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -8748766.000000 Penalty: 5332.340332
	Iteration 146Q: 3 clusters Score -8748766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -8748754.000000 Penalty: 5332.340332
	Iteration 147Q: 3 clusters Score -8748754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -8748757.000000 Penalty: 5332.340332
	Iteration 148Q: 3 clusters Score -8748757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -8748759.000000 Penalty: 5332.340332
	Iteration 149Q: 3 clusters Score -8748759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8748763.000000 Penalty: 5332.340332
	Iteration 150Q: 3 clusters Score -8748763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -8748762.000000 Penalty: 5332.340332
	Iteration 151Q: 3 clusters Score -8748762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8748776.000000 Penalty: 5332.340332
	Iteration 152Q: 3 clusters Score -8748776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8748767.000000 Penalty: 5332.340332
	Iteration 153Q: 3 clusters Score -8748767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -8748761.000000 Penalty: 5332.340332
	Iteration 154Q: 3 clusters Score -8748761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8748760.000000 Penalty: 5332.340332
	Iteration 155Q: 3 clusters Score -8748760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -8748762.000000 Penalty: 5332.340332
	Iteration 156Q: 3 clusters Score -8748762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -8748779.000000 Penalty: 5332.340332
	Iteration 157Q: 3 clusters Score -8748779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8748776.000000 Penalty: 5332.340332
	Iteration 158Q: 3 clusters Score -8748776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -8748774.000000 Penalty: 5332.340332
	Iteration 159Q: 3 clusters Score -8748774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -8748774.000000 Penalty: 5332.340332
	Iteration 160F: 3 clusters Score -8748774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -8748785.000000 Penalty: 5332.340332
	Iteration 161Q: 3 clusters Score -8748785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -8748790.000000 Penalty: 5332.340332
	Iteration 162Q: 3 clusters Score -8748790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -8748788.000000 Penalty: 5332.340332
	Iteration 163Q: 3 clusters Score -8748788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -8748793.000000 Penalty: 5332.340332
	Iteration 164Q: 3 clusters Score -8748793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -8748792.000000 Penalty: 5332.340332
	Iteration 165Q: 3 clusters Score -8748792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -8748787.000000 Penalty: 5332.340332
	Iteration 166Q: 3 clusters Score -8748787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -8748780.000000 Penalty: 5332.340332
	Iteration 167Q: 3 clusters Score -8748780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8748783.000000 Penalty: 5332.340332
	Iteration 168Q: 3 clusters Score -8748783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8748795.000000 Penalty: 5332.340332
	Iteration 169Q: 3 clusters Score -8748795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -8748788.000000 Penalty: 5332.340332
	Iteration 170Q: 3 clusters Score -8748788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -8748782.000000 Penalty: 5332.340332
	Iteration 171Q: 3 clusters Score -8748782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8748784.000000 Penalty: 5332.340332
	Iteration 172Q: 3 clusters Score -8748784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8748784.000000 Penalty: 5332.340332
	Iteration 173F: 3 clusters Score -8748784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -431157.343750 Penalty: 1937.369385
	Iteration 0F: 2 clusters Score -431157.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -428280.687500 Penalty: 3874.738770
	Iteration 0F: 3 clusters Score -428280.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -428975.156250 Penalty: 3874.738770
	Iteration 1F: 3 clusters Score -428975.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -429312.187500 Penalty: 3874.738770
	Iteration 2F: 3 clusters Score -429312.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -429539.781250 Penalty: 3874.738770
	Iteration 3F: 3 clusters Score -429539.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -429889.031250 Penalty: 3874.738770
	Iteration 4F: 3 clusters Score -429889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -430257.937500 Penalty: 3874.738770
	Iteration 5F: 3 clusters Score -430257.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -430673.937500 Penalty: 3874.738770
	Iteration 6F: 3 clusters Score -430673.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -431030.937500 Penalty: 3874.738770
	Iteration 7F: 3 clusters Score -431030.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -431224.531250 Penalty: 3874.738770
	Iteration 8F: 3 clusters Score -431224.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -431322.093750 Penalty: 3874.738770
	Iteration 9Q: 3 clusters Score -431322.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -431394.250000 Penalty: 3874.738770
	Iteration 10Q: 3 clusters Score -431394.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -431447.718750 Penalty: 3874.738770
	Iteration 11Q: 3 clusters Score -431447.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -431480.562500 Penalty: 3874.738770
	Iteration 12Q: 3 clusters Score -431480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -431494.750000 Penalty: 3874.738770
	Iteration 13Q: 3 clusters Score -431494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -431505.812500 Penalty: 3874.738770
	Iteration 14Q: 3 clusters Score -431505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -431517.687500 Penalty: 3874.738770
	Iteration 15Q: 3 clusters Score -431517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -431526.125000 Penalty: 3874.738770
	Iteration 16Q: 3 clusters Score -431526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -431535.843750 Penalty: 3874.738770
	Iteration 17Q: 3 clusters Score -431535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -431538.593750 Penalty: 3874.738770
	Iteration 18Q: 3 clusters Score -431538.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -431538.718750 Penalty: 3874.738770
	Iteration 19Q: 3 clusters Score -431538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -431538.718750 Penalty: 3874.738770
	Iteration 20F: 3 clusters Score -431538.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 46051 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50945 members 
Mstep: Class 6 contains 28406 members 
Mstep: Class 7 contains 48959 members 
Mstep: Class 8 contains 51561 members 
Mstep: Class 9 contains 37861 members 
Mstep: Class 10 contains 46662 members 
Mstep: Class 11 contains 2065 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42839 members 
Mstep: Class 14 contains 49278 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 16 contains 60502 members 
Mstep: Class 17 contains 51988 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51139 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 34443 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47935 members 
Mstep: Class 28 contains 5099 members 
Mstep: Class 29 contains 2698 members 
Mstep: Class 30 contains 405 members 
Entering Unmasked Estep 
Score: -137112560.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137113616.000000 to -137112560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -248889.593750 Penalty: 1816.473511
	Iteration 0F: 2 clusters Score -248889.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -246645.375000 Penalty: 3632.947021
	Iteration 0F: 3 clusters Score -246645.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -247215.296875 Penalty: 3632.947021
	Iteration 1F: 3 clusters Score -247215.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -247543.843750 Penalty: 3632.947021
	Iteration 2F: 3 clusters Score -247543.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -247790.937500 Penalty: 3632.947021
	Iteration 3F: 3 clusters Score -247790.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -247991.562500 Penalty: 3632.947021
	Iteration 4F: 3 clusters Score -247991.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -248136.390625 Penalty: 3632.947021
	Iteration 5Q: 3 clusters Score -248136.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -248201.609375 Penalty: 3632.947021
	Iteration 6Q: 3 clusters Score -248201.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -248257.062500 Penalty: 3632.947021
	Iteration 7Q: 3 clusters Score -248257.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -248291.921875 Penalty: 3632.947021
	Iteration 8Q: 3 clusters Score -248291.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -248314.625000 Penalty: 3632.947021
	Iteration 9Q: 3 clusters Score -248314.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248319.000000 Penalty: 3632.947021
	Iteration 10Q: 3 clusters Score -248319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248323.093750 Penalty: 3632.947021
	Iteration 11Q: 3 clusters Score -248323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -248331.968750 Penalty: 3632.947021
	Iteration 12Q: 3 clusters Score -248332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -248337.843750 Penalty: 3632.947021
	Iteration 13Q: 3 clusters Score -248337.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -248340.937500 Penalty: 3632.947021
	Iteration 14Q: 3 clusters Score -248340.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248344.906250 Penalty: 3632.947021
	Iteration 15Q: 3 clusters Score -248344.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248346.078125 Penalty: 3632.947021
	Iteration 16Q: 3 clusters Score -248346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248346.078125 Penalty: 3632.947021
	Iteration 17F: 3 clusters Score -248346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Entering Unmasked Estep 
Score: -7990843.500000 Penalty: 2644.970703
	Iteration 0F: 2 clusters Score -7990844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -7962361.500000 Penalty: 5289.941406
	Iteration 0F: 3 clusters Score -7962362 nChanged 19660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7973406.000000 Penalty: 5289.941406
	Iteration 1F: 3 clusters Score -7973406 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -7974200.500000 Penalty: 5289.941406
	Iteration 2Q: 3 clusters Score -7974200 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7975059.000000 Penalty: 5289.941406
	Iteration 3Q: 3 clusters Score -7975059 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -7975990.000000 Penalty: 5289.941406
	Iteration 4Q: 3 clusters Score -7975990 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -7977028.000000 Penalty: 5289.941406
	Iteration 5Q: 3 clusters Score -7977028 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -7978269.500000 Penalty: 5289.941406
	Iteration 6F: 3 clusters Score -7978270 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -7979662.000000 Penalty: 5289.941406
	Iteration 7F: 3 clusters Score -7979662 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -7981186.000000 Penalty: 5289.941406
	Iteration 8F: 3 clusters Score -7981186 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -7982624.500000 Penalty: 5289.941406
	Iteration 9F: 3 clusters Score -7982624 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -7983900.500000 Penalty: 5289.941406
	Iteration 10Q: 3 clusters Score -7983900 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -7984770.000000 Penalty: 5289.941406
	Iteration 11Q: 3 clusters Score -7984770 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -7985254.500000 Penalty: 5289.941406
	Iteration 12Q: 3 clusters Score -7985254 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -7985542.000000 Penalty: 5289.941406
	Iteration 13Q: 3 clusters Score -7985542 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -7985730.000000 Penalty: 5289.941406
	Iteration 14Q: 3 clusters Score -7985730 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -7985930.500000 Penalty: 5289.941406
	Iteration 15Q: 3 clusters Score -7985930 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -7986103.000000 Penalty: 5289.941406
	Iteration 16Q: 3 clusters Score -7986103 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7986273.500000 Penalty: 5289.941406
	Iteration 17Q: 3 clusters Score -7986274 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -7986493.500000 Penalty: 5289.941406
	Iteration 18Q: 3 clusters Score -7986494 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -7986687.500000 Penalty: 5289.941406
	Iteration 19Q: 3 clusters Score -7986688 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7986877.500000 Penalty: 5289.941406
	Iteration 20F: 3 clusters Score -7986878 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7987130.000000 Penalty: 5289.941406
	Iteration 21Q: 3 clusters Score -7987130 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35655 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -7987423.500000 Penalty: 5289.941406
	Iteration 22Q: 3 clusters Score -7987424 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -7987738.500000 Penalty: 5289.941406
	Iteration 23Q: 3 clusters Score -7987738 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -7988052.000000 Penalty: 5289.941406
	Iteration 24Q: 3 clusters Score -7988052 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -7988331.000000 Penalty: 5289.941406
	Iteration 25Q: 3 clusters Score -7988331 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7988622.000000 Penalty: 5289.941406
	Iteration 26Q: 3 clusters Score -7988622 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7988848.000000 Penalty: 5289.941406
	Iteration 27Q: 3 clusters Score -7988848 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -7989056.500000 Penalty: 5289.941406
	Iteration 28Q: 3 clusters Score -7989056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7989187.500000 Penalty: 5289.941406
	Iteration 29Q: 3 clusters Score -7989188 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7989270.000000 Penalty: 5289.941406
	Iteration 30Q: 3 clusters Score -7989270 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7989317.500000 Penalty: 5289.941406
	Iteration 31Q: 3 clusters Score -7989318 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -7989343.500000 Penalty: 5289.941406
	Iteration 32Q: 3 clusters Score -7989344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -7989408.000000 Penalty: 5289.941406
	Iteration 33Q: 3 clusters Score -7989408 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7989452.000000 Penalty: 5289.941406
	Iteration 34Q: 3 clusters Score -7989452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7989472.000000 Penalty: 5289.941406
	Iteration 35Q: 3 clusters Score -7989472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -7989488.000000 Penalty: 5289.941406
	Iteration 36Q: 3 clusters Score -7989488 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -7989509.000000 Penalty: 5289.941406
	Iteration 37Q: 3 clusters Score -7989509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7989517.500000 Penalty: 5289.941406
	Iteration 38Q: 3 clusters Score -7989518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -7989520.000000 Penalty: 5289.941406
	Iteration 39Q: 3 clusters Score -7989520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -7989526.000000 Penalty: 5289.941406
	Iteration 40F: 3 clusters Score -7989526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7989533.500000 Penalty: 5289.941406
	Iteration 41Q: 3 clusters Score -7989534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7989543.500000 Penalty: 5289.941406
	Iteration 42Q: 3 clusters Score -7989544 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7989539.500000 Penalty: 5289.941406
	Iteration 43Q: 3 clusters Score -7989540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -7989545.000000 Penalty: 5289.941406
	Iteration 44Q: 3 clusters Score -7989545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7989542.000000 Penalty: 5289.941406
	Iteration 45Q: 3 clusters Score -7989542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7989551.000000 Penalty: 5289.941406
	Iteration 46Q: 3 clusters Score -7989551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7989557.000000 Penalty: 5289.941406
	Iteration 47Q: 3 clusters Score -7989557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7989562.000000 Penalty: 5289.941406
	Iteration 48Q: 3 clusters Score -7989562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7989558.500000 Penalty: 5289.941406
	Iteration 49Q: 3 clusters Score -7989558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -7989556.000000 Penalty: 5289.941406
	Iteration 50Q: 3 clusters Score -7989556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7989560.000000 Penalty: 5289.941406
	Iteration 51Q: 3 clusters Score -7989560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7989564.500000 Penalty: 5289.941406
	Iteration 52Q: 3 clusters Score -7989564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7989571.500000 Penalty: 5289.941406
	Iteration 53Q: 3 clusters Score -7989572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7989573.000000 Penalty: 5289.941406
	Iteration 54Q: 3 clusters Score -7989573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7989561.000000 Penalty: 5289.941406
	Iteration 55Q: 3 clusters Score -7989561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7989560.000000 Penalty: 5289.941406
	Iteration 56Q: 3 clusters Score -7989560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7989561.000000 Penalty: 5289.941406
	Iteration 57Q: 3 clusters Score -7989561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7989567.000000 Penalty: 5289.941406
	Iteration 58Q: 3 clusters Score -7989567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7989569.500000 Penalty: 5289.941406
	Iteration 59Q: 3 clusters Score -7989570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7989573.500000 Penalty: 5289.941406
	Iteration 60F: 3 clusters Score -7989574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7989569.500000 Penalty: 5289.941406
	Iteration 61Q: 3 clusters Score -7989570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7989575.000000 Penalty: 5289.941406
	Iteration 62Q: 3 clusters Score -7989575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7989581.000000 Penalty: 5289.941406
	Iteration 63Q: 3 clusters Score -7989581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7989583.000000 Penalty: 5289.941406
	Iteration 64Q: 3 clusters Score -7989583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7989583.000000 Penalty: 5289.941406
	Iteration 65Q: 3 clusters Score -7989583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7989576.500000 Penalty: 5289.941406
	Iteration 66Q: 3 clusters Score -7989576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7989582.500000 Penalty: 5289.941406
	Iteration 67Q: 3 clusters Score -7989582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7989577.500000 Penalty: 5289.941406
	Iteration 68Q: 3 clusters Score -7989578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -7989582.500000 Penalty: 5289.941406
	Iteration 69Q: 3 clusters Score -7989582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7989584.000000 Penalty: 5289.941406
	Iteration 70Q: 3 clusters Score -7989584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7989583.500000 Penalty: 5289.941406
	Iteration 71Q: 3 clusters Score -7989584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7989587.000000 Penalty: 5289.941406
	Iteration 72Q: 3 clusters Score -7989587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -7989592.500000 Penalty: 5289.941406
	Iteration 73Q: 3 clusters Score -7989592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7989586.000000 Penalty: 5289.941406
	Iteration 74Q: 3 clusters Score -7989586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7989587.500000 Penalty: 5289.941406
	Iteration 75Q: 3 clusters Score -7989588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7989586.000000 Penalty: 5289.941406
	Iteration 76Q: 3 clusters Score -7989586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -7989588.000000 Penalty: 5289.941406
	Iteration 77Q: 3 clusters Score -7989588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7989587.500000 Penalty: 5289.941406
	Iteration 78Q: 3 clusters Score -7989588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7989586.500000 Penalty: 5289.941406
	Iteration 79Q: 3 clusters Score -7989586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7989589.000000 Penalty: 5289.941406
	Iteration 80F: 3 clusters Score -7989589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Entering Unmasked Estep 
Score: -9216419.000000 Penalty: 2679.697754
	Iteration 0F: 2 clusters Score -9216419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -9186589.000000 Penalty: 5359.395508
	Iteration 0F: 3 clusters Score -9186589 nChanged 22700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -9199162.000000 Penalty: 5359.395508
	Iteration 1F: 3 clusters Score -9199162 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -9199779.000000 Penalty: 5359.395508
	Iteration 2Q: 3 clusters Score -9199779 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9200543.000000 Penalty: 5359.395508
	Iteration 3Q: 3 clusters Score -9200543 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -9201642.000000 Penalty: 5359.395508
	Iteration 4Q: 3 clusters Score -9201642 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -9203440.000000 Penalty: 5359.395508
	Iteration 5F: 3 clusters Score -9203440 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -9206285.000000 Penalty: 5359.395508
	Iteration 6F: 3 clusters Score -9206285 nChanged 4066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -9209790.000000 Penalty: 5359.395508
	Iteration 7F: 3 clusters Score -9209790 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -9212677.000000 Penalty: 5359.395508
	Iteration 8F: 3 clusters Score -9212677 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -9214312.000000 Penalty: 5359.395508
	Iteration 9Q: 3 clusters Score -9214312 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -9215023.000000 Penalty: 5359.395508
	Iteration 10Q: 3 clusters Score -9215023 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -9215341.000000 Penalty: 5359.395508
	Iteration 11Q: 3 clusters Score -9215341 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -9215467.000000 Penalty: 5359.395508
	Iteration 12Q: 3 clusters Score -9215467 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 47609 members 
Entering Unmasked Estep 
Score: -9215527.000000 Penalty: 5359.395508
	Iteration 13Q: 3 clusters Score -9215527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -9215488.000000 Penalty: 5359.395508
	Iteration 14Q: 3 clusters Score -9215488 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -9215491.000000 Penalty: 5359.395508
	Iteration 15Q: 3 clusters Score -9215491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9215449.000000 Penalty: 5359.395508
	Iteration 16Q: 3 clusters Score -9215449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -9215435.000000 Penalty: 5359.395508
	Iteration 17Q: 3 clusters Score -9215435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -9215418.000000 Penalty: 5359.395508
	Iteration 18Q: 3 clusters Score -9215418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 47933 members 
Entering Unmasked Estep 
Score: -9215416.000000 Penalty: 5359.395508
	Iteration 19Q: 3 clusters Score -9215416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -9215387.000000 Penalty: 5359.395508
	Iteration 20F: 3 clusters Score -9215387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -9215363.000000 Penalty: 5359.395508
	Iteration 21Q: 3 clusters Score -9215363 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -9215355.000000 Penalty: 5359.395508
	Iteration 22Q: 3 clusters Score -9215355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9215350.000000 Penalty: 5359.395508
	Iteration 23Q: 3 clusters Score -9215350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -9215329.000000 Penalty: 5359.395508
	Iteration 24Q: 3 clusters Score -9215329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -9215332.000000 Penalty: 5359.395508
	Iteration 25Q: 3 clusters Score -9215332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -9215326.000000 Penalty: 5359.395508
	Iteration 26Q: 3 clusters Score -9215326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -9215333.000000 Penalty: 5359.395508
	Iteration 27Q: 3 clusters Score -9215333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -9215325.000000 Penalty: 5359.395508
	Iteration 28Q: 3 clusters Score -9215325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -9215322.000000 Penalty: 5359.395508
	Iteration 29Q: 3 clusters Score -9215322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -9215316.000000 Penalty: 5359.395508
	Iteration 30Q: 3 clusters Score -9215316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -9215316.000000 Penalty: 5359.395508
	Iteration 31Q: 3 clusters Score -9215316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -9215314.000000 Penalty: 5359.395508
	Iteration 32Q: 3 clusters Score -9215314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -9215314.000000 Penalty: 5359.395508
	Iteration 33Q: 3 clusters Score -9215314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9215306.000000 Penalty: 5359.395508
	Iteration 34Q: 3 clusters Score -9215306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -9215306.000000 Penalty: 5359.395508
	Iteration 35F: 3 clusters Score -9215306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Entering Unmasked Estep 
Score: -8293602.500000 Penalty: 2656.010010
	Iteration 0F: 2 clusters Score -8293602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -8263881.500000 Penalty: 5312.020020
	Iteration 0F: 3 clusters Score -8263882 nChanged 20555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -8274910.500000 Penalty: 5312.020020
	Iteration 1F: 3 clusters Score -8274910 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -8275292.500000 Penalty: 5312.020020
	Iteration 2Q: 3 clusters Score -8275292 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8275622.500000 Penalty: 5312.020020
	Iteration 3Q: 3 clusters Score -8275622 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8275850.500000 Penalty: 5312.020020
	Iteration 4Q: 3 clusters Score -8275850 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8276090.500000 Penalty: 5312.020020
	Iteration 5Q: 3 clusters Score -8276090 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8276351.500000 Penalty: 5312.020020
	Iteration 6Q: 3 clusters Score -8276352 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -8276617.000000 Penalty: 5312.020020
	Iteration 7Q: 3 clusters Score -8276617 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -8276897.000000 Penalty: 5312.020020
	Iteration 8Q: 3 clusters Score -8276897 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -8277338.000000 Penalty: 5312.020020
	Iteration 9Q: 3 clusters Score -8277338 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -8278158.000000 Penalty: 5312.020020
	Iteration 10Q: 3 clusters Score -8278158 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -8279520.000000 Penalty: 5312.020020
	Iteration 11F: 3 clusters Score -8279520 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -8281692.000000 Penalty: 5312.020020
	Iteration 12F: 3 clusters Score -8281692 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -8284637.500000 Penalty: 5312.020020
	Iteration 13F: 3 clusters Score -8284638 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8287751.000000 Penalty: 5312.020020
	Iteration 14F: 3 clusters Score -8287751 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8289868.500000 Penalty: 5312.020020
	Iteration 15F: 3 clusters Score -8289868 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8290758.500000 Penalty: 5312.020020
	Iteration 16Q: 3 clusters Score -8290758 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8291072.000000 Penalty: 5312.020020
	Iteration 17Q: 3 clusters Score -8291072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8291160.000000 Penalty: 5312.020020
	Iteration 18Q: 3 clusters Score -8291160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8291194.500000 Penalty: 5312.020020
	Iteration 19Q: 3 clusters Score -8291194 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8291244.000000 Penalty: 5312.020020
	Iteration 20F: 3 clusters Score -8291244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8291274.000000 Penalty: 5312.020020
	Iteration 21Q: 3 clusters Score -8291274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8291286.000000 Penalty: 5312.020020
	Iteration 22Q: 3 clusters Score -8291286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8291296.500000 Penalty: 5312.020020
	Iteration 23Q: 3 clusters Score -8291296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8291291.500000 Penalty: 5312.020020
	Iteration 24Q: 3 clusters Score -8291292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8291293.000000 Penalty: 5312.020020
	Iteration 25Q: 3 clusters Score -8291293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8291292.000000 Penalty: 5312.020020
	Iteration 26Q: 3 clusters Score -8291292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8291292.000000 Penalty: 5312.020020
	Iteration 27F: 3 clusters Score -8291292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (60502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Entering Unmasked Estep 
Score: -11337834.000000 Penalty: 2730.586914
	Iteration 0F: 2 clusters Score -1.133783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -11306152.000000 Penalty: 5461.173828
	Iteration 0F: 3 clusters Score -1.130615e+07 nChanged 28068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -11321608.000000 Penalty: 5461.173828
	Iteration 1F: 3 clusters Score -1.132161e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -11322133.000000 Penalty: 5461.173828
	Iteration 2Q: 3 clusters Score -1.132213e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -11322612.000000 Penalty: 5461.173828
	Iteration 3Q: 3 clusters Score -1.132261e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -11323137.000000 Penalty: 5461.173828
	Iteration 4Q: 3 clusters Score -1.132314e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -11323731.000000 Penalty: 5461.173828
	Iteration 5Q: 3 clusters Score -1.132373e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -11324780.000000 Penalty: 5461.173828
	Iteration 6Q: 3 clusters Score -1.132478e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
Score: -11326214.000000 Penalty: 5461.173828
	Iteration 7F: 3 clusters Score -1.132621e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -11328395.000000 Penalty: 5461.173828
	Iteration 8F: 3 clusters Score -1.13284e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -11329972.000000 Penalty: 5461.173828
	Iteration 9F: 3 clusters Score -1.132997e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -11332031.000000 Penalty: 5461.173828
	Iteration 10F: 3 clusters Score -1.133203e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -11334185.000000 Penalty: 5461.173828
	Iteration 11Q: 3 clusters Score -1.133418e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 52582 members 
Entering Unmasked Estep 
Score: -11335070.000000 Penalty: 5461.173828
	Iteration 12Q: 3 clusters Score -1.133507e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -11335406.000000 Penalty: 5461.173828
	Iteration 13Q: 3 clusters Score -1.133541e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -11335681.000000 Penalty: 5461.173828
	Iteration 14Q: 3 clusters Score -1.133568e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -11335879.000000 Penalty: 5461.173828
	Iteration 15Q: 3 clusters Score -1.133588e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 56694 members 
Entering Unmasked Estep 
Score: -11335833.000000 Penalty: 5461.173828
	Iteration 16Q: 3 clusters Score -1.133583e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 57320 members 
Entering Unmasked Estep 
Score: -11335848.000000 Penalty: 5461.173828
	Iteration 17Q: 3 clusters Score -1.133585e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 57851 members 
Entering Unmasked Estep 
Score: -11335813.000000 Penalty: 5461.173828
	Iteration 18Q: 3 clusters Score -1.133581e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 58283 members 
Entering Unmasked Estep 
Score: -11335794.000000 Penalty: 5461.173828
	Iteration 19Q: 3 clusters Score -1.133579e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 58660 members 
Entering Unmasked Estep 
Score: -11335738.000000 Penalty: 5461.173828
	Iteration 20F: 3 clusters Score -1.133574e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 58933 members 
Entering Unmasked Estep 
Score: -11335749.000000 Penalty: 5461.173828
	Iteration 21Q: 3 clusters Score -1.133575e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 59156 members 
Entering Unmasked Estep 
Score: -11335768.000000 Penalty: 5461.173828
	Iteration 22Q: 3 clusters Score -1.133577e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 59317 members 
Entering Unmasked Estep 
Score: -11335763.000000 Penalty: 5461.173828
	Iteration 23Q: 3 clusters Score -1.133576e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 59433 members 
Entering Unmasked Estep 
Score: -11335782.000000 Penalty: 5461.173828
	Iteration 24Q: 3 clusters Score -1.133578e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -11335781.000000 Penalty: 5461.173828
	Iteration 25Q: 3 clusters Score -1.133578e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 59577 members 
Entering Unmasked Estep 
Score: -11335810.000000 Penalty: 5461.173828
	Iteration 26Q: 3 clusters Score -1.133581e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -11335809.000000 Penalty: 5461.173828
	Iteration 27Q: 3 clusters Score -1.133581e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 59680 members 
Entering Unmasked Estep 
Score: -11335814.000000 Penalty: 5461.173828
	Iteration 28Q: 3 clusters Score -1.133581e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -11335852.000000 Penalty: 5461.173828
	Iteration 29Q: 3 clusters Score -1.133585e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 59732 members 
Entering Unmasked Estep 
Score: -11335857.000000 Penalty: 5461.173828
	Iteration 30Q: 3 clusters Score -1.133586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 59747 members 
Entering Unmasked Estep 
Score: -11335850.000000 Penalty: 5461.173828
	Iteration 31Q: 3 clusters Score -1.133585e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 59764 members 
Entering Unmasked Estep 
Score: -11335851.000000 Penalty: 5461.173828
	Iteration 32Q: 3 clusters Score -1.133585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -11335844.000000 Penalty: 5461.173828
	Iteration 33Q: 3 clusters Score -1.133584e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -11335847.000000 Penalty: 5461.173828
	Iteration 34Q: 3 clusters Score -1.133585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 59802 members 
Entering Unmasked Estep 
Score: -11335866.000000 Penalty: 5461.173828
	Iteration 35Q: 3 clusters Score -1.133587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -11335877.000000 Penalty: 5461.173828
	Iteration 36Q: 3 clusters Score -1.133588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 59812 members 
Entering Unmasked Estep 
Score: -11335871.000000 Penalty: 5461.173828
	Iteration 37Q: 3 clusters Score -1.133587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -11335883.000000 Penalty: 5461.173828
	Iteration 38Q: 3 clusters Score -1.133588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 59817 members 
Entering Unmasked Estep 
Score: -11335873.000000 Penalty: 5461.173828
	Iteration 39Q: 3 clusters Score -1.133587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -11335869.000000 Penalty: 5461.173828
	Iteration 40F: 3 clusters Score -1.133587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Entering Unmasked Estep 
Score: -9711739.000000 Penalty: 2692.974609
	Iteration 0F: 2 clusters Score -9711739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -9679746.000000 Penalty: 5385.949219
	Iteration 0F: 3 clusters Score -9679746 nChanged 24047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -9693101.000000 Penalty: 5385.949219
	Iteration 1F: 3 clusters Score -9693101 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -9693764.000000 Penalty: 5385.949219
	Iteration 2Q: 3 clusters Score -9693764 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -9694338.000000 Penalty: 5385.949219
	Iteration 3Q: 3 clusters Score -9694338 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -9695072.000000 Penalty: 5385.949219
	Iteration 4Q: 3 clusters Score -9695072 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -9695939.000000 Penalty: 5385.949219
	Iteration 5Q: 3 clusters Score -9695939 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -9697313.000000 Penalty: 5385.949219
	Iteration 6Q: 3 clusters Score -9697313 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -9699191.000000 Penalty: 5385.949219
	Iteration 7F: 3 clusters Score -9699191 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -9701859.000000 Penalty: 5385.949219
	Iteration 8F: 3 clusters Score -9701859 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -9704833.000000 Penalty: 5385.949219
	Iteration 9F: 3 clusters Score -9704833 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -9707204.000000 Penalty: 5385.949219
	Iteration 10F: 3 clusters Score -9707204 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -9708475.000000 Penalty: 5385.949219
	Iteration 11Q: 3 clusters Score -9708475 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -9709190.000000 Penalty: 5385.949219
	Iteration 12Q: 3 clusters Score -9709190 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -9709736.000000 Penalty: 5385.949219
	Iteration 13Q: 3 clusters Score -9709736 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -9710106.000000 Penalty: 5385.949219
	Iteration 14Q: 3 clusters Score -9710106 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -9710458.000000 Penalty: 5385.949219
	Iteration 15Q: 3 clusters Score -9710458 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -9710682.000000 Penalty: 5385.949219
	Iteration 16Q: 3 clusters Score -9710682 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -9710883.000000 Penalty: 5385.949219
	Iteration 17Q: 3 clusters Score -9710883 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -9710952.000000 Penalty: 5385.949219
	Iteration 18Q: 3 clusters Score -9710952 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -9711040.000000 Penalty: 5385.949219
	Iteration 19Q: 3 clusters Score -9711040 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -9711089.000000 Penalty: 5385.949219
	Iteration 20F: 3 clusters Score -9711089 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -9711139.000000 Penalty: 5385.949219
	Iteration 21Q: 3 clusters Score -9711139 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -9711181.000000 Penalty: 5385.949219
	Iteration 22Q: 3 clusters Score -9711181 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -9711175.000000 Penalty: 5385.949219
	Iteration 23Q: 3 clusters Score -9711175 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -9711198.000000 Penalty: 5385.949219
	Iteration 24Q: 3 clusters Score -9711198 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -9711232.000000 Penalty: 5385.949219
	Iteration 25Q: 3 clusters Score -9711232 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -9711267.000000 Penalty: 5385.949219
	Iteration 26Q: 3 clusters Score -9711267 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -9711266.000000 Penalty: 5385.949219
	Iteration 27Q: 3 clusters Score -9711266 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -9711301.000000 Penalty: 5385.949219
	Iteration 28Q: 3 clusters Score -9711301 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -9711298.000000 Penalty: 5385.949219
	Iteration 29Q: 3 clusters Score -9711298 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -9711310.000000 Penalty: 5385.949219
	Iteration 30Q: 3 clusters Score -9711310 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -9711318.000000 Penalty: 5385.949219
	Iteration 31Q: 3 clusters Score -9711318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -9711316.000000 Penalty: 5385.949219
	Iteration 32Q: 3 clusters Score -9711316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -9711326.000000 Penalty: 5385.949219
	Iteration 33Q: 3 clusters Score -9711326 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -9711303.000000 Penalty: 5385.949219
	Iteration 34Q: 3 clusters Score -9711303 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -9711311.000000 Penalty: 5385.949219
	Iteration 35Q: 3 clusters Score -9711311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -9711309.000000 Penalty: 5385.949219
	Iteration 36Q: 3 clusters Score -9711309 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -9711321.000000 Penalty: 5385.949219
	Iteration 37Q: 3 clusters Score -9711321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -9711324.000000 Penalty: 5385.949219
	Iteration 38Q: 3 clusters Score -9711324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -9711325.000000 Penalty: 5385.949219
	Iteration 39Q: 3 clusters Score -9711325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -9711316.000000 Penalty: 5385.949219
	Iteration 40F: 3 clusters Score -9711316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 42187 members 
Entering Unmasked Estep 
Score: -9711308.000000 Penalty: 5385.949219
	Iteration 41Q: 3 clusters Score -9711308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -9711321.000000 Penalty: 5385.949219
	Iteration 42Q: 3 clusters Score -9711321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -9711322.000000 Penalty: 5385.949219
	Iteration 43Q: 3 clusters Score -9711322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -9711325.000000 Penalty: 5385.949219
	Iteration 44Q: 3 clusters Score -9711325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -9711325.000000 Penalty: 5385.949219
	Iteration 45Q: 3 clusters Score -9711325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5385.949219
	Iteration 46Q: 3 clusters Score -9711334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -9711347.000000 Penalty: 5385.949219
	Iteration 47Q: 3 clusters Score -9711347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -9711337.000000 Penalty: 5385.949219
	Iteration 48Q: 3 clusters Score -9711337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5385.949219
	Iteration 49Q: 3 clusters Score -9711334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -9711333.000000 Penalty: 5385.949219
	Iteration 50Q: 3 clusters Score -9711333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5385.949219
	Iteration 51Q: 3 clusters Score -9711334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -9711338.000000 Penalty: 5385.949219
	Iteration 52Q: 3 clusters Score -9711338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -9711344.000000 Penalty: 5385.949219
	Iteration 53Q: 3 clusters Score -9711344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -9711347.000000 Penalty: 5385.949219
	Iteration 54Q: 3 clusters Score -9711347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5385.949219
	Iteration 55Q: 3 clusters Score -9711334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -9711335.000000 Penalty: 5385.949219
	Iteration 56Q: 3 clusters Score -9711335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -9711325.000000 Penalty: 5385.949219
	Iteration 57Q: 3 clusters Score -9711325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -9711318.000000 Penalty: 5385.949219
	Iteration 58Q: 3 clusters Score -9711318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -9711316.000000 Penalty: 5385.949219
	Iteration 59Q: 3 clusters Score -9711316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -9711306.000000 Penalty: 5385.949219
	Iteration 60F: 3 clusters Score -9711306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -9711325.000000 Penalty: 5385.949219
	Iteration 61Q: 3 clusters Score -9711325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -9711327.000000 Penalty: 5385.949219
	Iteration 62Q: 3 clusters Score -9711327 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -9711324.000000 Penalty: 5385.949219
	Iteration 63Q: 3 clusters Score -9711324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9711322.000000 Penalty: 5385.949219
	Iteration 64Q: 3 clusters Score -9711322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -9711341.000000 Penalty: 5385.949219
	Iteration 65Q: 3 clusters Score -9711341 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -9711339.000000 Penalty: 5385.949219
	Iteration 66Q: 3 clusters Score -9711339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -9711343.000000 Penalty: 5385.949219
	Iteration 67Q: 3 clusters Score -9711343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9711352.000000 Penalty: 5385.949219
	Iteration 68Q: 3 clusters Score -9711352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -9711351.000000 Penalty: 5385.949219
	Iteration 69Q: 3 clusters Score -9711351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -9711351.000000 Penalty: 5385.949219
	Iteration 70Q: 3 clusters Score -9711351 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 42531 members 
Entering Unmasked Estep 
Score: -9711350.000000 Penalty: 5385.949219
	Iteration 71Q: 3 clusters Score -9711350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -9711357.000000 Penalty: 5385.949219
	Iteration 72Q: 3 clusters Score -9711357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -9711346.000000 Penalty: 5385.949219
	Iteration 73Q: 3 clusters Score -9711346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -9711348.000000 Penalty: 5385.949219
	Iteration 74Q: 3 clusters Score -9711348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -9711355.000000 Penalty: 5385.949219
	Iteration 75Q: 3 clusters Score -9711355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -9711351.000000 Penalty: 5385.949219
	Iteration 76Q: 3 clusters Score -9711351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9711355.000000 Penalty: 5385.949219
	Iteration 77Q: 3 clusters Score -9711355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -9711347.000000 Penalty: 5385.949219
	Iteration 78Q: 3 clusters Score -9711347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -9711351.000000 Penalty: 5385.949219
	Iteration 79Q: 3 clusters Score -9711351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -9711354.000000 Penalty: 5385.949219
	Iteration 80F: 3 clusters Score -9711354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -9711342.000000 Penalty: 5385.949219
	Iteration 81Q: 3 clusters Score -9711342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -9711343.000000 Penalty: 5385.949219
	Iteration 82Q: 3 clusters Score -9711343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -9711347.000000 Penalty: 5385.949219
	Iteration 83Q: 3 clusters Score -9711347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9711342.000000 Penalty: 5385.949219
	Iteration 84Q: 3 clusters Score -9711342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9711329.000000 Penalty: 5385.949219
	Iteration 85Q: 3 clusters Score -9711329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -9711338.000000 Penalty: 5385.949219
	Iteration 86Q: 3 clusters Score -9711338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -9711338.000000 Penalty: 5385.949219
	Iteration 87Q: 3 clusters Score -9711338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 88Q: 3 clusters Score -9711340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 89Q: 3 clusters Score -9711340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -9711347.000000 Penalty: 5385.949219
	Iteration 90Q: 3 clusters Score -9711347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -9711336.000000 Penalty: 5385.949219
	Iteration 91Q: 3 clusters Score -9711336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -9711334.000000 Penalty: 5385.949219
	Iteration 92Q: 3 clusters Score -9711334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 93Q: 3 clusters Score -9711340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 94Q: 3 clusters Score -9711340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 95Q: 3 clusters Score -9711340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -9711340.000000 Penalty: 5385.949219
	Iteration 96F: 3 clusters Score -9711340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -698830.250000 Penalty: 2039.991211
	Iteration 0F: 2 clusters Score -698830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -695090.375000 Penalty: 4079.982422
	Iteration 0F: 3 clusters Score -695090.4 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -695915.312500 Penalty: 4079.982422
	Iteration 1F: 3 clusters Score -695915.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -696118.312500 Penalty: 4079.982422
	Iteration 2F: 3 clusters Score -696118.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -696241.187500 Penalty: 4079.982422
	Iteration 3F: 3 clusters Score -696241.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -696322.625000 Penalty: 4079.982422
	Iteration 4Q: 3 clusters Score -696322.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -696368.500000 Penalty: 4079.982422
	Iteration 5Q: 3 clusters Score -696368.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -696407.875000 Penalty: 4079.982422
	Iteration 6Q: 3 clusters Score -696407.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -696432.812500 Penalty: 4079.982422
	Iteration 7Q: 3 clusters Score -696432.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -696457.062500 Penalty: 4079.982422
	Iteration 8Q: 3 clusters Score -696457.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -696475.187500 Penalty: 4079.982422
	Iteration 9Q: 3 clusters Score -696475.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -696488.875000 Penalty: 4079.982422
	Iteration 10Q: 3 clusters Score -696488.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -696507.062500 Penalty: 4079.982422
	Iteration 11Q: 3 clusters Score -696507.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -696522.875000 Penalty: 4079.982422
	Iteration 12Q: 3 clusters Score -696522.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -696532.500000 Penalty: 4079.982422
	Iteration 13Q: 3 clusters Score -696532.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -696544.562500 Penalty: 4079.982422
	Iteration 14Q: 3 clusters Score -696544.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -696553.687500 Penalty: 4079.982422
	Iteration 15Q: 3 clusters Score -696553.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -696564.500000 Penalty: 4079.982422
	Iteration 16Q: 3 clusters Score -696564.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -696577.562500 Penalty: 4079.982422
	Iteration 17Q: 3 clusters Score -696577.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -696591.250000 Penalty: 4079.982422
	Iteration 18Q: 3 clusters Score -696591.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -696598.562500 Penalty: 4079.982422
	Iteration 19Q: 3 clusters Score -696598.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -696604.562500 Penalty: 4079.982422
	Iteration 20F: 3 clusters Score -696604.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -696611.125000 Penalty: 4079.982422
	Iteration 21Q: 3 clusters Score -696611.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -696617.812500 Penalty: 4079.982422
	Iteration 22Q: 3 clusters Score -696617.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -696625.125000 Penalty: 4079.982422
	Iteration 23Q: 3 clusters Score -696625.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -696628.875000 Penalty: 4079.982422
	Iteration 24Q: 3 clusters Score -696628.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -696634.750000 Penalty: 4079.982422
	Iteration 25Q: 3 clusters Score -696634.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -696642.875000 Penalty: 4079.982422
	Iteration 26Q: 3 clusters Score -696642.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -696648.375000 Penalty: 4079.982422
	Iteration 27Q: 3 clusters Score -696648.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -696657.000000 Penalty: 4079.982422
	Iteration 28Q: 3 clusters Score -696657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -696668.937500 Penalty: 4079.982422
	Iteration 29Q: 3 clusters Score -696668.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -696677.687500 Penalty: 4079.982422
	Iteration 30Q: 3 clusters Score -696677.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -696692.937500 Penalty: 4079.982422
	Iteration 31Q: 3 clusters Score -696692.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -696704.250000 Penalty: 4079.982422
	Iteration 32Q: 3 clusters Score -696704.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -696719.000000 Penalty: 4079.982422
	Iteration 33Q: 3 clusters Score -696719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -696734.562500 Penalty: 4079.982422
	Iteration 34Q: 3 clusters Score -696734.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -696750.750000 Penalty: 4079.982422
	Iteration 35Q: 3 clusters Score -696750.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -696761.187500 Penalty: 4079.982422
	Iteration 36Q: 3 clusters Score -696761.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -696776.500000 Penalty: 4079.982422
	Iteration 37Q: 3 clusters Score -696776.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -696800.062500 Penalty: 4079.982422
	Iteration 38Q: 3 clusters Score -696800.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -696817.687500 Penalty: 4079.982422
	Iteration 39Q: 3 clusters Score -696817.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -696838.437500 Penalty: 4079.982422
	Iteration 40F: 3 clusters Score -696838.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -696860.312500 Penalty: 4079.982422
	Iteration 41Q: 3 clusters Score -696860.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -696879.687500 Penalty: 4079.982422
	Iteration 42Q: 3 clusters Score -696879.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -696901.062500 Penalty: 4079.982422
	Iteration 43Q: 3 clusters Score -696901.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -696917.250000 Penalty: 4079.982422
	Iteration 44Q: 3 clusters Score -696917.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -696938.875000 Penalty: 4079.982422
	Iteration 45Q: 3 clusters Score -696938.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -696956.750000 Penalty: 4079.982422
	Iteration 46Q: 3 clusters Score -696956.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -696968.437500 Penalty: 4079.982422
	Iteration 47Q: 3 clusters Score -696968.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -696978.375000 Penalty: 4079.982422
	Iteration 48Q: 3 clusters Score -696978.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -696985.500000 Penalty: 4079.982422
	Iteration 49Q: 3 clusters Score -696985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -696997.375000 Penalty: 4079.982422
	Iteration 50Q: 3 clusters Score -696997.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -697013.312500 Penalty: 4079.982422
	Iteration 51Q: 3 clusters Score -697013.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -697028.750000 Penalty: 4079.982422
	Iteration 52Q: 3 clusters Score -697028.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -697046.062500 Penalty: 4079.982422
	Iteration 53Q: 3 clusters Score -697046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -697059.187500 Penalty: 4079.982422
	Iteration 54Q: 3 clusters Score -697059.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -697070.750000 Penalty: 4079.982422
	Iteration 55Q: 3 clusters Score -697070.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -697085.250000 Penalty: 4079.982422
	Iteration 56Q: 3 clusters Score -697085.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -697093.250000 Penalty: 4079.982422
	Iteration 57Q: 3 clusters Score -697093.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -697101.750000 Penalty: 4079.982422
	Iteration 58Q: 3 clusters Score -697101.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -697110.500000 Penalty: 4079.982422
	Iteration 59Q: 3 clusters Score -697110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -697120.187500 Penalty: 4079.982422
	Iteration 60F: 3 clusters Score -697120.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -697124.562500 Penalty: 4079.982422
	Iteration 61Q: 3 clusters Score -697124.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -697128.312500 Penalty: 4079.982422
	Iteration 62Q: 3 clusters Score -697128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -697131.750000 Penalty: 4079.982422
	Iteration 63Q: 3 clusters Score -697131.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -697135.187500 Penalty: 4079.982422
	Iteration 64Q: 3 clusters Score -697135.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -697136.125000 Penalty: 4079.982422
	Iteration 65Q: 3 clusters Score -697136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -697137.437500 Penalty: 4079.982422
	Iteration 66Q: 3 clusters Score -697137.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -697139.812500 Penalty: 4079.982422
	Iteration 67Q: 3 clusters Score -697139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -697138.687500 Penalty: 4079.982422
	Iteration 68Q: 3 clusters Score -697138.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -697138.687500 Penalty: 4079.982422
	Iteration 69F: 3 clusters Score -697138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 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 266 members 
Entering Unmasked Estep 
Score: -53418.578125 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53418.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53625.378906 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53625.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53728.753906 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -53728.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53868.507812 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -53868.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53980.972656 Penalty: 3084.425781
	Iteration 4F: 3 clusters Score -53980.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54124.343750 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54124.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54210.066406 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54210.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54262.843750 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54262.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54319.078125 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -54319.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54353.515625 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -54353.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54378.304688 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -54378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54402.796875 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -54402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54411.703125 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -54411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54422.257812 Penalty: 3084.425781
	Iteration 13Q: 3 clusters Score -54422.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54432.367188 Penalty: 3084.425781
	Iteration 14Q: 3 clusters Score -54432.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54433.648438 Penalty: 3084.425781
	Iteration 15Q: 3 clusters Score -54433.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54433.648438 Penalty: 3084.425781
	Iteration 16F: 3 clusters Score -54433.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Entering Unmasked Estep 
Score: -183118.812500 Penalty: 1725.223267
	Iteration 0F: 2 clusters Score -183118.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -181188.359375 Penalty: 3450.446533
	Iteration 0F: 3 clusters Score -181188.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -181489.031250 Penalty: 3450.446533
	Iteration 1F: 3 clusters Score -181489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -181638.093750 Penalty: 3450.446533
	Iteration 2F: 3 clusters Score -181638.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181775.562500 Penalty: 3450.446533
	Iteration 3F: 3 clusters Score -181775.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -181882.390625 Penalty: 3450.446533
	Iteration 4Q: 3 clusters Score -181882.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -181984.562500 Penalty: 3450.446533
	Iteration 5Q: 3 clusters Score -181984.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182044.968750 Penalty: 3450.446533
	Iteration 6Q: 3 clusters Score -182045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -182101.500000 Penalty: 3450.446533
	Iteration 7Q: 3 clusters Score -182101.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -182161.593750 Penalty: 3450.446533
	Iteration 8Q: 3 clusters Score -182161.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -182223.281250 Penalty: 3450.446533
	Iteration 9Q: 3 clusters Score -182223.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -182277.062500 Penalty: 3450.446533
	Iteration 10Q: 3 clusters Score -182277.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182310.468750 Penalty: 3450.446533
	Iteration 11Q: 3 clusters Score -182310.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182334.656250 Penalty: 3450.446533
	Iteration 12Q: 3 clusters Score -182334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182343.140625 Penalty: 3450.446533
	Iteration 13Q: 3 clusters Score -182343.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -182351.937500 Penalty: 3450.446533
	Iteration 14Q: 3 clusters Score -182351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -182358.484375 Penalty: 3450.446533
	Iteration 15Q: 3 clusters Score -182358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -182365.281250 Penalty: 3450.446533
	Iteration 16Q: 3 clusters Score -182365.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -182368.531250 Penalty: 3450.446533
	Iteration 17Q: 3 clusters Score -182368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -182372.296875 Penalty: 3450.446533
	Iteration 18Q: 3 clusters Score -182372.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -182379.000000 Penalty: 3450.446533
	Iteration 19Q: 3 clusters Score -182379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -182388.859375 Penalty: 3450.446533
	Iteration 20F: 3 clusters Score -182388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -182391.781250 Penalty: 3450.446533
	Iteration 21Q: 3 clusters Score -182391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -182393.031250 Penalty: 3450.446533
	Iteration 22Q: 3 clusters Score -182393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182397.484375 Penalty: 3450.446533
	Iteration 23Q: 3 clusters Score -182397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182400.718750 Penalty: 3450.446533
	Iteration 24Q: 3 clusters Score -182400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -182403.984375 Penalty: 3450.446533
	Iteration 25Q: 3 clusters Score -182404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182406.593750 Penalty: 3450.446533
	Iteration 26Q: 3 clusters Score -182406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182407.656250 Penalty: 3450.446533
	Iteration 27Q: 3 clusters Score -182407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -182407.656250 Penalty: 3450.446533
	Iteration 28F: 3 clusters Score -182407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Entering Unmasked Estep 
Score: -9544171.000000 Penalty: 2688.890869
	Iteration 0F: 2 clusters Score -9544171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -9512576.000000 Penalty: 5377.781738
	Iteration 0F: 3 clusters Score -9512576 nChanged 23603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -9525738.000000 Penalty: 5377.781738
	Iteration 1F: 3 clusters Score -9525738 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -9526542.000000 Penalty: 5377.781738
	Iteration 2Q: 3 clusters Score -9526542 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -9527578.000000 Penalty: 5377.781738
	Iteration 3Q: 3 clusters Score -9527578 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -9529238.000000 Penalty: 5377.781738
	Iteration 4F: 3 clusters Score -9529238 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -9531862.000000 Penalty: 5377.781738
	Iteration 5F: 3 clusters Score -9531862 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -9535407.000000 Penalty: 5377.781738
	Iteration 6F: 3 clusters Score -9535407 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -9538893.000000 Penalty: 5377.781738
	Iteration 7F: 3 clusters Score -9538893 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -9541203.000000 Penalty: 5377.781738
	Iteration 8F: 3 clusters Score -9541203 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -9542395.000000 Penalty: 5377.781738
	Iteration 9Q: 3 clusters Score -9542395 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9543026.000000 Penalty: 5377.781738
	Iteration 10Q: 3 clusters Score -9543026 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9543322.000000 Penalty: 5377.781738
	Iteration 11Q: 3 clusters Score -9543322 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9543412.000000 Penalty: 5377.781738
	Iteration 12Q: 3 clusters Score -9543412 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9543449.000000 Penalty: 5377.781738
	Iteration 13Q: 3 clusters Score -9543449 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49447 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9543474.000000 Penalty: 5377.781738
	Iteration 14Q: 3 clusters Score -9543474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -9543501.000000 Penalty: 5377.781738
	Iteration 15Q: 3 clusters Score -9543501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9543487.000000 Penalty: 5377.781738
	Iteration 16Q: 3 clusters Score -9543487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9543502.000000 Penalty: 5377.781738
	Iteration 17Q: 3 clusters Score -9543502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9543514.000000 Penalty: 5377.781738
	Iteration 18Q: 3 clusters Score -9543514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -9543525.000000 Penalty: 5377.781738
	Iteration 19Q: 3 clusters Score -9543525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9543525.000000 Penalty: 5377.781738
	Iteration 20F: 3 clusters Score -9543525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9543512.000000 Penalty: 5377.781738
	Iteration 21Q: 3 clusters Score -9543512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -9543516.000000 Penalty: 5377.781738
	Iteration 22Q: 3 clusters Score -9543516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9543509.000000 Penalty: 5377.781738
	Iteration 23Q: 3 clusters Score -9543509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49522 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9543507.000000 Penalty: 5377.781738
	Iteration 24Q: 3 clusters Score -9543507 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9543499.000000 Penalty: 5377.781738
	Iteration 25Q: 3 clusters Score -9543499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9543497.000000 Penalty: 5377.781738
	Iteration 26Q: 3 clusters Score -9543497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9543502.000000 Penalty: 5377.781738
	Iteration 27Q: 3 clusters Score -9543502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9543495.000000 Penalty: 5377.781738
	Iteration 28Q: 3 clusters Score -9543495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49526 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9543503.000000 Penalty: 5377.781738
	Iteration 29Q: 3 clusters Score -9543503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9543496.000000 Penalty: 5377.781738
	Iteration 30Q: 3 clusters Score -9543496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49525 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -9543496.000000 Penalty: 5377.781738
	Iteration 31F: 3 clusters Score -9543496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Entering Unmasked Estep 
Score: -4443857.000000 Penalty: 2505.552734
	Iteration 0F: 2 clusters Score -4443857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4426868.000000 Penalty: 5011.105469
	Iteration 0F: 3 clusters Score -4426868 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -4432690.000000 Penalty: 5011.105469
	Iteration 1F: 3 clusters Score -4432690 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -4433170.500000 Penalty: 5011.105469
	Iteration 2Q: 3 clusters Score -4433170 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4433646.000000 Penalty: 5011.105469
	Iteration 3Q: 3 clusters Score -4433646 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -4434114.000000 Penalty: 5011.105469
	Iteration 4Q: 3 clusters Score -4434114 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4434591.000000 Penalty: 5011.105469
	Iteration 5Q: 3 clusters Score -4434591 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4435016.500000 Penalty: 5011.105469
	Iteration 6Q: 3 clusters Score -4435016 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -4435412.500000 Penalty: 5011.105469
	Iteration 7Q: 3 clusters Score -4435412 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -4435762.500000 Penalty: 5011.105469
	Iteration 8Q: 3 clusters Score -4435762 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -4436121.500000 Penalty: 5011.105469
	Iteration 9Q: 3 clusters Score -4436122 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -4436478.500000 Penalty: 5011.105469
	Iteration 10Q: 3 clusters Score -4436478 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4436861.000000 Penalty: 5011.105469
	Iteration 11Q: 3 clusters Score -4436861 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -4437279.000000 Penalty: 5011.105469
	Iteration 12Q: 3 clusters Score -4437279 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4437773.000000 Penalty: 5011.105469
	Iteration 13Q: 3 clusters Score -4437773 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -4438289.000000 Penalty: 5011.105469
	Iteration 14Q: 3 clusters Score -4438289 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4438922.000000 Penalty: 5011.105469
	Iteration 15Q: 3 clusters Score -4438922 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -4439569.500000 Penalty: 5011.105469
	Iteration 16Q: 3 clusters Score -4439570 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -4440167.000000 Penalty: 5011.105469
	Iteration 17Q: 3 clusters Score -4440167 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -4440652.000000 Penalty: 5011.105469
	Iteration 18Q: 3 clusters Score -4440652 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4441121.500000 Penalty: 5011.105469
	Iteration 19Q: 3 clusters Score -4441122 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4441459.000000 Penalty: 5011.105469
	Iteration 20F: 3 clusters Score -4441459 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4441647.000000 Penalty: 5011.105469
	Iteration 21Q: 3 clusters Score -4441647 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -4441742.500000 Penalty: 5011.105469
	Iteration 22Q: 3 clusters Score -4441742 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4441843.000000 Penalty: 5011.105469
	Iteration 23Q: 3 clusters Score -4441843 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4441904.000000 Penalty: 5011.105469
	Iteration 24Q: 3 clusters Score -4441904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4441942.500000 Penalty: 5011.105469
	Iteration 25Q: 3 clusters Score -4441942 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4441980.500000 Penalty: 5011.105469
	Iteration 26Q: 3 clusters Score -4441980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -4442001.500000 Penalty: 5011.105469
	Iteration 27Q: 3 clusters Score -4442002 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -4442030.500000 Penalty: 5011.105469
	Iteration 28Q: 3 clusters Score -4442030 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4442056.000000 Penalty: 5011.105469
	Iteration 29Q: 3 clusters Score -4442056 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -4442072.500000 Penalty: 5011.105469
	Iteration 30Q: 3 clusters Score -4442072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -4442072.500000 Penalty: 5011.105469
	Iteration 31Q: 3 clusters Score -4442072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4442084.500000 Penalty: 5011.105469
	Iteration 32Q: 3 clusters Score -4442084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -4442111.500000 Penalty: 5011.105469
	Iteration 33Q: 3 clusters Score -4442112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -4442123.500000 Penalty: 5011.105469
	Iteration 34Q: 3 clusters Score -4442124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -4442132.000000 Penalty: 5011.105469
	Iteration 35Q: 3 clusters Score -4442132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -4442143.000000 Penalty: 5011.105469
	Iteration 36Q: 3 clusters Score -4442143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -4442145.500000 Penalty: 5011.105469
	Iteration 37Q: 3 clusters Score -4442146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -4442144.000000 Penalty: 5011.105469
	Iteration 38Q: 3 clusters Score -4442144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -4442148.500000 Penalty: 5011.105469
	Iteration 39Q: 3 clusters Score -4442148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4442149.500000 Penalty: 5011.105469
	Iteration 40F: 3 clusters Score -4442150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4442149.500000 Penalty: 5011.105469
	Iteration 41Q: 3 clusters Score -4442150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -4442150.000000 Penalty: 5011.105469
	Iteration 42Q: 3 clusters Score -4442150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -4442154.000000 Penalty: 5011.105469
	Iteration 43Q: 3 clusters Score -4442154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4442150.500000 Penalty: 5011.105469
	Iteration 44Q: 3 clusters Score -4442150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4442152.500000 Penalty: 5011.105469
	Iteration 45Q: 3 clusters Score -4442152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4442154.500000 Penalty: 5011.105469
	Iteration 46Q: 3 clusters Score -4442154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -4442157.000000 Penalty: 5011.105469
	Iteration 47Q: 3 clusters Score -4442157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -4442160.000000 Penalty: 5011.105469
	Iteration 48Q: 3 clusters Score -4442160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -4442161.000000 Penalty: 5011.105469
	Iteration 49Q: 3 clusters Score -4442161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -4442169.500000 Penalty: 5011.105469
	Iteration 50Q: 3 clusters Score -4442170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -4442169.500000 Penalty: 5011.105469
	Iteration 51Q: 3 clusters Score -4442170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -4442178.000000 Penalty: 5011.105469
	Iteration 52Q: 3 clusters Score -4442178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4442183.500000 Penalty: 5011.105469
	Iteration 53Q: 3 clusters Score -4442184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4442183.500000 Penalty: 5011.105469
	Iteration 54Q: 3 clusters Score -4442184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4442188.000000 Penalty: 5011.105469
	Iteration 55Q: 3 clusters Score -4442188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -4442191.500000 Penalty: 5011.105469
	Iteration 56Q: 3 clusters Score -4442192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4442190.500000 Penalty: 5011.105469
	Iteration 57Q: 3 clusters Score -4442190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -4442185.000000 Penalty: 5011.105469
	Iteration 58Q: 3 clusters Score -4442185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -4442190.500000 Penalty: 5011.105469
	Iteration 59Q: 3 clusters Score -4442190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4442195.000000 Penalty: 5011.105469
	Iteration 60F: 3 clusters Score -4442195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -4442194.000000 Penalty: 5011.105469
	Iteration 61Q: 3 clusters Score -4442194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -4442201.500000 Penalty: 5011.105469
	Iteration 62Q: 3 clusters Score -4442202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4442196.500000 Penalty: 5011.105469
	Iteration 63Q: 3 clusters Score -4442196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4442196.000000 Penalty: 5011.105469
	Iteration 64Q: 3 clusters Score -4442196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4442191.000000 Penalty: 5011.105469
	Iteration 65Q: 3 clusters Score -4442191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4442196.000000 Penalty: 5011.105469
	Iteration 66Q: 3 clusters Score -4442196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -4442193.500000 Penalty: 5011.105469
	Iteration 67Q: 3 clusters Score -4442194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -4442196.000000 Penalty: 5011.105469
	Iteration 68Q: 3 clusters Score -4442196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -4442195.000000 Penalty: 5011.105469
	Iteration 69Q: 3 clusters Score -4442195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -4442196.000000 Penalty: 5011.105469
	Iteration 70Q: 3 clusters Score -4442196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -4442198.500000 Penalty: 5011.105469
	Iteration 71Q: 3 clusters Score -4442198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -4442196.000000 Penalty: 5011.105469
	Iteration 72Q: 3 clusters Score -4442196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -4442200.000000 Penalty: 5011.105469
	Iteration 73Q: 3 clusters Score -4442200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4442202.000000 Penalty: 5011.105469
	Iteration 74Q: 3 clusters Score -4442202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4442202.000000 Penalty: 5011.105469
	Iteration 75Q: 3 clusters Score -4442202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -4442202.000000 Penalty: 5011.105469
	Iteration 76F: 3 clusters Score -4442202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Entering Unmasked Estep 
Score: -6403731.500000 Penalty: 2590.871338
	Iteration 0F: 2 clusters Score -6403732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6380549.000000 Penalty: 5181.742676
	Iteration 0F: 3 clusters Score -6380549 nChanged 15727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6389208.000000 Penalty: 5181.742676
	Iteration 1F: 3 clusters Score -6389208 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6389694.000000 Penalty: 5181.742676
	Iteration 2Q: 3 clusters Score -6389694 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -6390165.500000 Penalty: 5181.742676
	Iteration 3Q: 3 clusters Score -6390166 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -6390569.000000 Penalty: 5181.742676
	Iteration 4Q: 3 clusters Score -6390569 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -6390959.000000 Penalty: 5181.742676
	Iteration 5Q: 3 clusters Score -6390959 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -6391420.000000 Penalty: 5181.742676
	Iteration 6Q: 3 clusters Score -6391420 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -6392040.500000 Penalty: 5181.742676
	Iteration 7Q: 3 clusters Score -6392040 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -6392833.500000 Penalty: 5181.742676
	Iteration 8Q: 3 clusters Score -6392834 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6394002.000000 Penalty: 5181.742676
	Iteration 9Q: 3 clusters Score -6394002 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -6395622.000000 Penalty: 5181.742676
	Iteration 10F: 3 clusters Score -6395622 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -6397346.000000 Penalty: 5181.742676
	Iteration 11F: 3 clusters Score -6397346 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6398245.500000 Penalty: 5181.742676
	Iteration 12Q: 3 clusters Score -6398246 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -6398629.500000 Penalty: 5181.742676
	Iteration 13Q: 3 clusters Score -6398630 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -6398828.500000 Penalty: 5181.742676
	Iteration 14Q: 3 clusters Score -6398828 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -6398982.000000 Penalty: 5181.742676
	Iteration 15Q: 3 clusters Score -6398982 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -6399075.500000 Penalty: 5181.742676
	Iteration 16Q: 3 clusters Score -6399076 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6399170.500000 Penalty: 5181.742676
	Iteration 17Q: 3 clusters Score -6399170 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -6399238.000000 Penalty: 5181.742676
	Iteration 18Q: 3 clusters Score -6399238 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -6399285.500000 Penalty: 5181.742676
	Iteration 19Q: 3 clusters Score -6399286 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6399332.000000 Penalty: 5181.742676
	Iteration 20F: 3 clusters Score -6399332 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -6399363.000000 Penalty: 5181.742676
	Iteration 21Q: 3 clusters Score -6399363 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -6399377.000000 Penalty: 5181.742676
	Iteration 22Q: 3 clusters Score -6399377 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -6399406.500000 Penalty: 5181.742676
	Iteration 23Q: 3 clusters Score -6399406 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -6399421.500000 Penalty: 5181.742676
	Iteration 24Q: 3 clusters Score -6399422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -6399439.500000 Penalty: 5181.742676
	Iteration 25Q: 3 clusters Score -6399440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -6399447.500000 Penalty: 5181.742676
	Iteration 26Q: 3 clusters Score -6399448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6399459.000000 Penalty: 5181.742676
	Iteration 27Q: 3 clusters Score -6399459 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -6399448.500000 Penalty: 5181.742676
	Iteration 28Q: 3 clusters Score -6399448 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -6399459.500000 Penalty: 5181.742676
	Iteration 29Q: 3 clusters Score -6399460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -6399452.500000 Penalty: 5181.742676
	Iteration 30Q: 3 clusters Score -6399452 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -6399457.000000 Penalty: 5181.742676
	Iteration 31Q: 3 clusters Score -6399457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -6399451.000000 Penalty: 5181.742676
	Iteration 32Q: 3 clusters Score -6399451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -6399449.500000 Penalty: 5181.742676
	Iteration 33Q: 3 clusters Score -6399450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -6399438.000000 Penalty: 5181.742676
	Iteration 34Q: 3 clusters Score -6399438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -6399436.000000 Penalty: 5181.742676
	Iteration 35Q: 3 clusters Score -6399436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -6399438.000000 Penalty: 5181.742676
	Iteration 36Q: 3 clusters Score -6399438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -6399436.000000 Penalty: 5181.742676
	Iteration 37Q: 3 clusters Score -6399436 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -6399438.000000 Penalty: 5181.742676
	Iteration 38Q: 3 clusters Score -6399438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -6399448.500000 Penalty: 5181.742676
	Iteration 39Q: 3 clusters Score -6399448 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -6399453.000000 Penalty: 5181.742676
	Iteration 40F: 3 clusters Score -6399453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -6399471.000000 Penalty: 5181.742676
	Iteration 41Q: 3 clusters Score -6399471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -6399471.500000 Penalty: 5181.742676
	Iteration 42Q: 3 clusters Score -6399472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -6399474.000000 Penalty: 5181.742676
	Iteration 43Q: 3 clusters Score -6399474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6399486.000000 Penalty: 5181.742676
	Iteration 44Q: 3 clusters Score -6399486 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -6399492.000000 Penalty: 5181.742676
	Iteration 45Q: 3 clusters Score -6399492 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -6399492.000000 Penalty: 5181.742676
	Iteration 46Q: 3 clusters Score -6399492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -6399496.500000 Penalty: 5181.742676
	Iteration 47Q: 3 clusters Score -6399496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -6399501.500000 Penalty: 5181.742676
	Iteration 48Q: 3 clusters Score -6399502 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -6399499.000000 Penalty: 5181.742676
	Iteration 49Q: 3 clusters Score -6399499 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -6399537.000000 Penalty: 5181.742676
	Iteration 50Q: 3 clusters Score -6399537 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -6399525.500000 Penalty: 5181.742676
	Iteration 51Q: 3 clusters Score -6399526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -6399525.500000 Penalty: 5181.742676
	Iteration 52Q: 3 clusters Score -6399526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -6399521.000000 Penalty: 5181.742676
	Iteration 53Q: 3 clusters Score -6399521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -6399529.500000 Penalty: 5181.742676
	Iteration 54Q: 3 clusters Score -6399530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -6399530.500000 Penalty: 5181.742676
	Iteration 55Q: 3 clusters Score -6399530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -6399546.000000 Penalty: 5181.742676
	Iteration 56Q: 3 clusters Score -6399546 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -6399535.500000 Penalty: 5181.742676
	Iteration 57Q: 3 clusters Score -6399536 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -6399557.500000 Penalty: 5181.742676
	Iteration 58Q: 3 clusters Score -6399558 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -6399559.000000 Penalty: 5181.742676
	Iteration 59Q: 3 clusters Score -6399559 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -6399558.500000 Penalty: 5181.742676
	Iteration 60F: 3 clusters Score -6399558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -6399562.500000 Penalty: 5181.742676
	Iteration 61Q: 3 clusters Score -6399562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -6399571.500000 Penalty: 5181.742676
	Iteration 62Q: 3 clusters Score -6399572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -6399560.500000 Penalty: 5181.742676
	Iteration 63Q: 3 clusters Score -6399560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -6399581.000000 Penalty: 5181.742676
	Iteration 64Q: 3 clusters Score -6399581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -6399572.500000 Penalty: 5181.742676
	Iteration 65Q: 3 clusters Score -6399572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -6399573.500000 Penalty: 5181.742676
	Iteration 66Q: 3 clusters Score -6399574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6399570.000000 Penalty: 5181.742676
	Iteration 67Q: 3 clusters Score -6399570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -6399574.000000 Penalty: 5181.742676
	Iteration 68Q: 3 clusters Score -6399574 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -6399561.000000 Penalty: 5181.742676
	Iteration 69Q: 3 clusters Score -6399561 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -6399547.000000 Penalty: 5181.742676
	Iteration 70Q: 3 clusters Score -6399547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -6399541.500000 Penalty: 5181.742676
	Iteration 71Q: 3 clusters Score -6399542 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -6399556.000000 Penalty: 5181.742676
	Iteration 72Q: 3 clusters Score -6399556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -6399564.000000 Penalty: 5181.742676
	Iteration 73Q: 3 clusters Score -6399564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -6399570.000000 Penalty: 5181.742676
	Iteration 74Q: 3 clusters Score -6399570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -6399570.000000 Penalty: 5181.742676
	Iteration 75Q: 3 clusters Score -6399570 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -6399602.500000 Penalty: 5181.742676
	Iteration 76Q: 3 clusters Score -6399602 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -6399579.500000 Penalty: 5181.742676
	Iteration 77Q: 3 clusters Score -6399580 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6399589.000000 Penalty: 5181.742676
	Iteration 78Q: 3 clusters Score -6399589 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -6399590.500000 Penalty: 5181.742676
	Iteration 79Q: 3 clusters Score -6399590 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6399593.500000 Penalty: 5181.742676
	Iteration 80F: 3 clusters Score -6399594 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -6399590.000000 Penalty: 5181.742676
	Iteration 81Q: 3 clusters Score -6399590 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -6399579.000000 Penalty: 5181.742676
	Iteration 82Q: 3 clusters Score -6399579 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -6399573.500000 Penalty: 5181.742676
	Iteration 83Q: 3 clusters Score -6399574 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -6399593.000000 Penalty: 5181.742676
	Iteration 84Q: 3 clusters Score -6399593 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -6399581.500000 Penalty: 5181.742676
	Iteration 85Q: 3 clusters Score -6399582 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -6399565.500000 Penalty: 5181.742676
	Iteration 86Q: 3 clusters Score -6399566 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -6399597.500000 Penalty: 5181.742676
	Iteration 87Q: 3 clusters Score -6399598 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -6399642.500000 Penalty: 5181.742676
	Iteration 88Q: 3 clusters Score -6399642 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -6399650.000000 Penalty: 5181.742676
	Iteration 89Q: 3 clusters Score -6399650 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -6399659.000000 Penalty: 5181.742676
	Iteration 90Q: 3 clusters Score -6399659 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -6399685.000000 Penalty: 5181.742676
	Iteration 91Q: 3 clusters Score -6399685 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -6399723.000000 Penalty: 5181.742676
	Iteration 92Q: 3 clusters Score -6399723 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6399789.500000 Penalty: 5181.742676
	Iteration 93Q: 3 clusters Score -6399790 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6399841.000000 Penalty: 5181.742676
	Iteration 94Q: 3 clusters Score -6399841 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -6399890.500000 Penalty: 5181.742676
	Iteration 95Q: 3 clusters Score -6399890 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -6399964.000000 Penalty: 5181.742676
	Iteration 96Q: 3 clusters Score -6399964 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -6400084.500000 Penalty: 5181.742676
	Iteration 97Q: 3 clusters Score -6400084 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -6400179.000000 Penalty: 5181.742676
	Iteration 98Q: 3 clusters Score -6400179 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -6400234.500000 Penalty: 5181.742676
	Iteration 99Q: 3 clusters Score -6400234 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6400318.500000 Penalty: 5181.742676
	Iteration 100F: 3 clusters Score -6400318 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6400415.000000 Penalty: 5181.742676
	Iteration 101Q: 3 clusters Score -6400415 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -6400472.000000 Penalty: 5181.742676
	Iteration 102Q: 3 clusters Score -6400472 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -6400560.500000 Penalty: 5181.742676
	Iteration 103Q: 3 clusters Score -6400560 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -6400690.500000 Penalty: 5181.742676
	Iteration 104Q: 3 clusters Score -6400690 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -6400778.500000 Penalty: 5181.742676
	Iteration 105Q: 3 clusters Score -6400778 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6400857.500000 Penalty: 5181.742676
	Iteration 106Q: 3 clusters Score -6400858 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6400961.000000 Penalty: 5181.742676
	Iteration 107Q: 3 clusters Score -6400961 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6401047.500000 Penalty: 5181.742676
	Iteration 108Q: 3 clusters Score -6401048 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -6401113.500000 Penalty: 5181.742676
	Iteration 109Q: 3 clusters Score -6401114 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6401169.500000 Penalty: 5181.742676
	Iteration 110Q: 3 clusters Score -6401170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -6401210.500000 Penalty: 5181.742676
	Iteration 111Q: 3 clusters Score -6401210 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6401257.500000 Penalty: 5181.742676
	Iteration 112Q: 3 clusters Score -6401258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6401294.000000 Penalty: 5181.742676
	Iteration 113Q: 3 clusters Score -6401294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6401309.000000 Penalty: 5181.742676
	Iteration 114Q: 3 clusters Score -6401309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6401340.000000 Penalty: 5181.742676
	Iteration 115Q: 3 clusters Score -6401340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6401365.500000 Penalty: 5181.742676
	Iteration 116Q: 3 clusters Score -6401366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6401395.000000 Penalty: 5181.742676
	Iteration 117Q: 3 clusters Score -6401395 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6401421.000000 Penalty: 5181.742676
	Iteration 118Q: 3 clusters Score -6401421 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6401442.000000 Penalty: 5181.742676
	Iteration 119Q: 3 clusters Score -6401442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6401457.500000 Penalty: 5181.742676
	Iteration 120F: 3 clusters Score -6401458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6401471.000000 Penalty: 5181.742676
	Iteration 121Q: 3 clusters Score -6401471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6401481.500000 Penalty: 5181.742676
	Iteration 122Q: 3 clusters Score -6401482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6401506.500000 Penalty: 5181.742676
	Iteration 123Q: 3 clusters Score -6401506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6401512.000000 Penalty: 5181.742676
	Iteration 124Q: 3 clusters Score -6401512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6401532.000000 Penalty: 5181.742676
	Iteration 125Q: 3 clusters Score -6401532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6401539.000000 Penalty: 5181.742676
	Iteration 126Q: 3 clusters Score -6401539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6401545.000000 Penalty: 5181.742676
	Iteration 127Q: 3 clusters Score -6401545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6401558.000000 Penalty: 5181.742676
	Iteration 128Q: 3 clusters Score -6401558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6401556.500000 Penalty: 5181.742676
	Iteration 129Q: 3 clusters Score -6401556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6401560.000000 Penalty: 5181.742676
	Iteration 130Q: 3 clusters Score -6401560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6401566.000000 Penalty: 5181.742676
	Iteration 131Q: 3 clusters Score -6401566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6401572.000000 Penalty: 5181.742676
	Iteration 132Q: 3 clusters Score -6401572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6401572.500000 Penalty: 5181.742676
	Iteration 133Q: 3 clusters Score -6401572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6401570.500000 Penalty: 5181.742676
	Iteration 134Q: 3 clusters Score -6401570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6401571.000000 Penalty: 5181.742676
	Iteration 135Q: 3 clusters Score -6401571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33995 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6401571.000000 Penalty: 5181.742676
	Iteration 136Q: 3 clusters Score -6401571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6401570.500000 Penalty: 5181.742676
	Iteration 137Q: 3 clusters Score -6401570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6401576.000000 Penalty: 5181.742676
	Iteration 138Q: 3 clusters Score -6401576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6401576.000000 Penalty: 5181.742676
	Iteration 139Q: 3 clusters Score -6401576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6401574.500000 Penalty: 5181.742676
	Iteration 140F: 3 clusters Score -6401574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6401568.500000 Penalty: 5181.742676
	Iteration 141Q: 3 clusters Score -6401568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6401568.500000 Penalty: 5181.742676
	Iteration 142F: 3 clusters Score -6401568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Entering Unmasked Estep 
Score: -710920.750000 Penalty: 2050.263672
	Iteration 0F: 2 clusters Score -710920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -707086.187500 Penalty: 4100.527344
	Iteration 0F: 3 clusters Score -707086.2 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -707884.312500 Penalty: 4100.527344
	Iteration 1F: 3 clusters Score -707884.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -708071.812500 Penalty: 4100.527344
	Iteration 2F: 3 clusters Score -708071.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -708175.687500 Penalty: 4100.527344
	Iteration 3Q: 3 clusters Score -708175.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -708243.375000 Penalty: 4100.527344
	Iteration 4Q: 3 clusters Score -708243.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -708308.875000 Penalty: 4100.527344
	Iteration 5Q: 3 clusters Score -708308.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -708356.687500 Penalty: 4100.527344
	Iteration 6Q: 3 clusters Score -708356.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -708405.187500 Penalty: 4100.527344
	Iteration 7Q: 3 clusters Score -708405.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -708449.125000 Penalty: 4100.527344
	Iteration 8Q: 3 clusters Score -708449.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -708493.062500 Penalty: 4100.527344
	Iteration 9Q: 3 clusters Score -708493.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -708544.937500 Penalty: 4100.527344
	Iteration 10Q: 3 clusters Score -708544.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -708600.812500 Penalty: 4100.527344
	Iteration 11Q: 3 clusters Score -708600.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -708656.375000 Penalty: 4100.527344
	Iteration 12Q: 3 clusters Score -708656.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -708732.687500 Penalty: 4100.527344
	Iteration 13Q: 3 clusters Score -708732.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -708823.062500 Penalty: 4100.527344
	Iteration 14Q: 3 clusters Score -708823.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -708896.312500 Penalty: 4100.527344
	Iteration 15Q: 3 clusters Score -708896.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -708960.812500 Penalty: 4100.527344
	Iteration 16Q: 3 clusters Score -708960.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -709034.187500 Penalty: 4100.527344
	Iteration 17Q: 3 clusters Score -709034.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -709092.812500 Penalty: 4100.527344
	Iteration 18Q: 3 clusters Score -709092.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -709139.875000 Penalty: 4100.527344
	Iteration 19Q: 3 clusters Score -709139.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -709172.437500 Penalty: 4100.527344
	Iteration 20F: 3 clusters Score -709172.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -709193.312500 Penalty: 4100.527344
	Iteration 21Q: 3 clusters Score -709193.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -709212.062500 Penalty: 4100.527344
	Iteration 22Q: 3 clusters Score -709212.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -709228.687500 Penalty: 4100.527344
	Iteration 23Q: 3 clusters Score -709228.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -709240.250000 Penalty: 4100.527344
	Iteration 24Q: 3 clusters Score -709240.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -709250.375000 Penalty: 4100.527344
	Iteration 25Q: 3 clusters Score -709250.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -709259.875000 Penalty: 4100.527344
	Iteration 26Q: 3 clusters Score -709259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -709265.000000 Penalty: 4100.527344
	Iteration 27Q: 3 clusters Score -709265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -709268.187500 Penalty: 4100.527344
	Iteration 28Q: 3 clusters Score -709268.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -709269.687500 Penalty: 4100.527344
	Iteration 29Q: 3 clusters Score -709269.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -709271.125000 Penalty: 4100.527344
	Iteration 30Q: 3 clusters Score -709271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -709274.750000 Penalty: 4100.527344
	Iteration 31Q: 3 clusters Score -709274.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -709276.562500 Penalty: 4100.527344
	Iteration 32Q: 3 clusters Score -709276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -709280.625000 Penalty: 4100.527344
	Iteration 33Q: 3 clusters Score -709280.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -709285.937500 Penalty: 4100.527344
	Iteration 34Q: 3 clusters Score -709285.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -709291.812500 Penalty: 4100.527344
	Iteration 35Q: 3 clusters Score -709291.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -709294.062500 Penalty: 4100.527344
	Iteration 36Q: 3 clusters Score -709294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -709297.187500 Penalty: 4100.527344
	Iteration 37Q: 3 clusters Score -709297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -709300.062500 Penalty: 4100.527344
	Iteration 38Q: 3 clusters Score -709300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -709302.687500 Penalty: 4100.527344
	Iteration 39Q: 3 clusters Score -709302.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -709306.125000 Penalty: 4100.527344
	Iteration 40F: 3 clusters Score -709306.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -709308.062500 Penalty: 4100.527344
	Iteration 41Q: 3 clusters Score -709308.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -709309.625000 Penalty: 4100.527344
	Iteration 42Q: 3 clusters Score -709309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -709310.625000 Penalty: 4100.527344
	Iteration 43Q: 3 clusters Score -709310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -709311.875000 Penalty: 4100.527344
	Iteration 44Q: 3 clusters Score -709311.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -709314.187500 Penalty: 4100.527344
	Iteration 45Q: 3 clusters Score -709314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -709315.750000 Penalty: 4100.527344
	Iteration 46Q: 3 clusters Score -709315.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -709318.125000 Penalty: 4100.527344
	Iteration 47Q: 3 clusters Score -709318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -709318.000000 Penalty: 4100.527344
	Iteration 48Q: 3 clusters Score -709318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -709319.312500 Penalty: 4100.527344
	Iteration 49Q: 3 clusters Score -709319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -709319.312500 Penalty: 4100.527344
	Iteration 50F: 3 clusters Score -709319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18297.296875 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18297.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18465.175781 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18465.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18579.191406 Penalty: 2730.644531
	Iteration 2F: 3 clusters Score -18579.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18630.525391 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18630.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18666.517578 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18666.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18688.826172 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -18688.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18688.826172 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -18688.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Entering Unmasked Estep 
Score: -87888.296875 Penalty: 1548.553345
	Iteration 0F: 2 clusters Score -87888.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -86446.039062 Penalty: 3097.106689
	Iteration 0F: 3 clusters Score -86446.04 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -86716.406250 Penalty: 3097.106689
	Iteration 1F: 3 clusters Score -86716.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -86828.867188 Penalty: 3097.106689
	Iteration 2F: 3 clusters Score -86828.87 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -86957.132812 Penalty: 3097.106689
	Iteration 3F: 3 clusters Score -86957.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -87029.710938 Penalty: 3097.106689
	Iteration 4Q: 3 clusters Score -87029.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87050.531250 Penalty: 3097.106689
	Iteration 5Q: 3 clusters Score -87050.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87070.867188 Penalty: 3097.106689
	Iteration 6Q: 3 clusters Score -87070.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -87109.304688 Penalty: 3097.106689
	Iteration 7Q: 3 clusters Score -87109.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87118.804688 Penalty: 3097.106689
	Iteration 8Q: 3 clusters Score -87118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87123.632812 Penalty: 3097.106689
	Iteration 9Q: 3 clusters Score -87123.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -87128.226562 Penalty: 3097.106689
	Iteration 10Q: 3 clusters Score -87128.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87129.187500 Penalty: 3097.106689
	Iteration 11Q: 3 clusters Score -87129.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87129.187500 Penalty: 3097.106689
	Iteration 12F: 3 clusters Score -87129.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Entering Unmasked Estep 
Score: -8936098.000000 Penalty: 2672.845215
	Iteration 0F: 2 clusters Score -8936098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8905406.000000 Penalty: 5345.690430
	Iteration 0F: 3 clusters Score -8905406 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8917556.000000 Penalty: 5345.690430
	Iteration 1F: 3 clusters Score -8917556 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8918356.000000 Penalty: 5345.690430
	Iteration 2Q: 3 clusters Score -8918356 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8919305.000000 Penalty: 5345.690430
	Iteration 3Q: 3 clusters Score -8919305 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -8920488.000000 Penalty: 5345.690430
	Iteration 4F: 3 clusters Score -8920488 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8922044.000000 Penalty: 5345.690430
	Iteration 5F: 3 clusters Score -8922044 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -8924103.000000 Penalty: 5345.690430
	Iteration 6F: 3 clusters Score -8924103 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -8926708.000000 Penalty: 5345.690430
	Iteration 7F: 3 clusters Score -8926708 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -8929395.000000 Penalty: 5345.690430
	Iteration 8F: 3 clusters Score -8929395 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -8931527.000000 Penalty: 5345.690430
	Iteration 9Q: 3 clusters Score -8931527 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -8932515.000000 Penalty: 5345.690430
	Iteration 10Q: 3 clusters Score -8932515 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -8932843.000000 Penalty: 5345.690430
	Iteration 11Q: 3 clusters Score -8932843 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -8933110.000000 Penalty: 5345.690430
	Iteration 12Q: 3 clusters Score -8933110 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -8933271.000000 Penalty: 5345.690430
	Iteration 13Q: 3 clusters Score -8933271 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -8933374.000000 Penalty: 5345.690430
	Iteration 14Q: 3 clusters Score -8933374 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -8933550.000000 Penalty: 5345.690430
	Iteration 15Q: 3 clusters Score -8933550 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -8933649.000000 Penalty: 5345.690430
	Iteration 16Q: 3 clusters Score -8933649 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -8933789.000000 Penalty: 5345.690430
	Iteration 17Q: 3 clusters Score -8933789 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8933908.000000 Penalty: 5345.690430
	Iteration 18Q: 3 clusters Score -8933908 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -8934000.000000 Penalty: 5345.690430
	Iteration 19Q: 3 clusters Score -8934000 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -8934097.000000 Penalty: 5345.690430
	Iteration 20F: 3 clusters Score -8934097 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8934193.000000 Penalty: 5345.690430
	Iteration 21Q: 3 clusters Score -8934193 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -8934256.000000 Penalty: 5345.690430
	Iteration 22Q: 3 clusters Score -8934256 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8934333.000000 Penalty: 5345.690430
	Iteration 23Q: 3 clusters Score -8934333 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -8934385.000000 Penalty: 5345.690430
	Iteration 24Q: 3 clusters Score -8934385 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8934421.000000 Penalty: 5345.690430
	Iteration 25Q: 3 clusters Score -8934421 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -8934459.000000 Penalty: 5345.690430
	Iteration 26Q: 3 clusters Score -8934459 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8934496.000000 Penalty: 5345.690430
	Iteration 27Q: 3 clusters Score -8934496 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8934512.000000 Penalty: 5345.690430
	Iteration 28Q: 3 clusters Score -8934512 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8934535.000000 Penalty: 5345.690430
	Iteration 29Q: 3 clusters Score -8934535 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8934511.000000 Penalty: 5345.690430
	Iteration 30Q: 3 clusters Score -8934511 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8934503.000000 Penalty: 5345.690430
	Iteration 31Q: 3 clusters Score -8934503 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8934457.000000 Penalty: 5345.690430
	Iteration 32Q: 3 clusters Score -8934457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8934458.000000 Penalty: 5345.690430
	Iteration 33Q: 3 clusters Score -8934458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -8934448.000000 Penalty: 5345.690430
	Iteration 34Q: 3 clusters Score -8934448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8934437.000000 Penalty: 5345.690430
	Iteration 35Q: 3 clusters Score -8934437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8934440.000000 Penalty: 5345.690430
	Iteration 36Q: 3 clusters Score -8934440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8934441.000000 Penalty: 5345.690430
	Iteration 37Q: 3 clusters Score -8934441 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8934435.000000 Penalty: 5345.690430
	Iteration 38Q: 3 clusters Score -8934435 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8934404.000000 Penalty: 5345.690430
	Iteration 39Q: 3 clusters Score -8934404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8934399.000000 Penalty: 5345.690430
	Iteration 40F: 3 clusters Score -8934399 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8934397.000000 Penalty: 5345.690430
	Iteration 41Q: 3 clusters Score -8934397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8934395.000000 Penalty: 5345.690430
	Iteration 42Q: 3 clusters Score -8934395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8934381.000000 Penalty: 5345.690430
	Iteration 43Q: 3 clusters Score -8934381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8934388.000000 Penalty: 5345.690430
	Iteration 44Q: 3 clusters Score -8934388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8934384.000000 Penalty: 5345.690430
	Iteration 45Q: 3 clusters Score -8934384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8934388.000000 Penalty: 5345.690430
	Iteration 46Q: 3 clusters Score -8934388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 5345.690430
	Iteration 47Q: 3 clusters Score -8934379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8934392.000000 Penalty: 5345.690430
	Iteration 48Q: 3 clusters Score -8934392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8934394.000000 Penalty: 5345.690430
	Iteration 49Q: 3 clusters Score -8934394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8934376.000000 Penalty: 5345.690430
	Iteration 50Q: 3 clusters Score -8934376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8934383.000000 Penalty: 5345.690430
	Iteration 51Q: 3 clusters Score -8934383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8934372.000000 Penalty: 5345.690430
	Iteration 52Q: 3 clusters Score -8934372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8934384.000000 Penalty: 5345.690430
	Iteration 53Q: 3 clusters Score -8934384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8934388.000000 Penalty: 5345.690430
	Iteration 54Q: 3 clusters Score -8934388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 5345.690430
	Iteration 55Q: 3 clusters Score -8934379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8934391.000000 Penalty: 5345.690430
	Iteration 56Q: 3 clusters Score -8934391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8934401.000000 Penalty: 5345.690430
	Iteration 57Q: 3 clusters Score -8934401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8934412.000000 Penalty: 5345.690430
	Iteration 58Q: 3 clusters Score -8934412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8934405.000000 Penalty: 5345.690430
	Iteration 59Q: 3 clusters Score -8934405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8934408.000000 Penalty: 5345.690430
	Iteration 60F: 3 clusters Score -8934408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8934421.000000 Penalty: 5345.690430
	Iteration 61Q: 3 clusters Score -8934421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8934419.000000 Penalty: 5345.690430
	Iteration 62Q: 3 clusters Score -8934419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8934414.000000 Penalty: 5345.690430
	Iteration 63Q: 3 clusters Score -8934414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8934411.000000 Penalty: 5345.690430
	Iteration 64Q: 3 clusters Score -8934411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8934418.000000 Penalty: 5345.690430
	Iteration 65Q: 3 clusters Score -8934418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8934409.000000 Penalty: 5345.690430
	Iteration 66Q: 3 clusters Score -8934409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8934400.000000 Penalty: 5345.690430
	Iteration 67Q: 3 clusters Score -8934400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8934407.000000 Penalty: 5345.690430
	Iteration 68Q: 3 clusters Score -8934407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8934419.000000 Penalty: 5345.690430
	Iteration 69Q: 3 clusters Score -8934419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8934408.000000 Penalty: 5345.690430
	Iteration 70Q: 3 clusters Score -8934408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8934409.000000 Penalty: 5345.690430
	Iteration 71Q: 3 clusters Score -8934409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8934421.000000 Penalty: 5345.690430
	Iteration 72Q: 3 clusters Score -8934421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46727 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8934416.000000 Penalty: 5345.690430
	Iteration 73Q: 3 clusters Score -8934416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8934414.000000 Penalty: 5345.690430
	Iteration 74Q: 3 clusters Score -8934414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8934418.000000 Penalty: 5345.690430
	Iteration 75Q: 3 clusters Score -8934418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8934415.000000 Penalty: 5345.690430
	Iteration 76Q: 3 clusters Score -8934415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46748 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8934415.000000 Penalty: 5345.690430
	Iteration 77Q: 3 clusters Score -8934415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46752 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8934426.000000 Penalty: 5345.690430
	Iteration 78Q: 3 clusters Score -8934426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8934420.000000 Penalty: 5345.690430
	Iteration 79Q: 3 clusters Score -8934420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8934408.000000 Penalty: 5345.690430
	Iteration 80F: 3 clusters Score -8934408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8934414.000000 Penalty: 5345.690430
	Iteration 81Q: 3 clusters Score -8934414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8934414.000000 Penalty: 5345.690430
	Iteration 82F: 3 clusters Score -8934414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Entering Unmasked Estep 
Score: -945066.812500 Penalty: 2117.126221
	Iteration 0F: 2 clusters Score -945066.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -940495.937500 Penalty: 4234.252441
	Iteration 0F: 3 clusters Score -940495.9 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -941534.000000 Penalty: 4234.252441
	Iteration 1F: 3 clusters Score -941534 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -941761.437500 Penalty: 4234.252441
	Iteration 2F: 3 clusters Score -941761.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -941922.437500 Penalty: 4234.252441
	Iteration 3F: 3 clusters Score -941922.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -942026.312500 Penalty: 4234.252441
	Iteration 4Q: 3 clusters Score -942026.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -942094.312500 Penalty: 4234.252441
	Iteration 5Q: 3 clusters Score -942094.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -942149.687500 Penalty: 4234.252441
	Iteration 6Q: 3 clusters Score -942149.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -942194.750000 Penalty: 4234.252441
	Iteration 7Q: 3 clusters Score -942194.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -942233.812500 Penalty: 4234.252441
	Iteration 8Q: 3 clusters Score -942233.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -942264.312500 Penalty: 4234.252441
	Iteration 9Q: 3 clusters Score -942264.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -942294.937500 Penalty: 4234.252441
	Iteration 10Q: 3 clusters Score -942294.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -942326.812500 Penalty: 4234.252441
	Iteration 11Q: 3 clusters Score -942326.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -942350.062500 Penalty: 4234.252441
	Iteration 12Q: 3 clusters Score -942350.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -942367.750000 Penalty: 4234.252441
	Iteration 13Q: 3 clusters Score -942367.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -942386.750000 Penalty: 4234.252441
	Iteration 14Q: 3 clusters Score -942386.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -942399.937500 Penalty: 4234.252441
	Iteration 15Q: 3 clusters Score -942399.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -942411.562500 Penalty: 4234.252441
	Iteration 16Q: 3 clusters Score -942411.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -942421.125000 Penalty: 4234.252441
	Iteration 17Q: 3 clusters Score -942421.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -942431.000000 Penalty: 4234.252441
	Iteration 18Q: 3 clusters Score -942431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -942443.937500 Penalty: 4234.252441
	Iteration 19Q: 3 clusters Score -942443.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -942458.312500 Penalty: 4234.252441
	Iteration 20F: 3 clusters Score -942458.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -942467.625000 Penalty: 4234.252441
	Iteration 21Q: 3 clusters Score -942467.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -942474.625000 Penalty: 4234.252441
	Iteration 22Q: 3 clusters Score -942474.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -942484.562500 Penalty: 4234.252441
	Iteration 23Q: 3 clusters Score -942484.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -942493.562500 Penalty: 4234.252441
	Iteration 24Q: 3 clusters Score -942493.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -942505.250000 Penalty: 4234.252441
	Iteration 25Q: 3 clusters Score -942505.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -942514.750000 Penalty: 4234.252441
	Iteration 26Q: 3 clusters Score -942514.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -942524.187500 Penalty: 4234.252441
	Iteration 27Q: 3 clusters Score -942524.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -942535.750000 Penalty: 4234.252441
	Iteration 28Q: 3 clusters Score -942535.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -942549.187500 Penalty: 4234.252441
	Iteration 29Q: 3 clusters Score -942549.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -942561.812500 Penalty: 4234.252441
	Iteration 30Q: 3 clusters Score -942561.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -942573.687500 Penalty: 4234.252441
	Iteration 31Q: 3 clusters Score -942573.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -942588.500000 Penalty: 4234.252441
	Iteration 32Q: 3 clusters Score -942588.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -942599.500000 Penalty: 4234.252441
	Iteration 33Q: 3 clusters Score -942599.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -942614.187500 Penalty: 4234.252441
	Iteration 34Q: 3 clusters Score -942614.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -942635.875000 Penalty: 4234.252441
	Iteration 35Q: 3 clusters Score -942635.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -942657.562500 Penalty: 4234.252441
	Iteration 36Q: 3 clusters Score -942657.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -942682.625000 Penalty: 4234.252441
	Iteration 37Q: 3 clusters Score -942682.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -942708.562500 Penalty: 4234.252441
	Iteration 38Q: 3 clusters Score -942708.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -942735.000000 Penalty: 4234.252441
	Iteration 39Q: 3 clusters Score -942735 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -942764.375000 Penalty: 4234.252441
	Iteration 40F: 3 clusters Score -942764.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -942795.187500 Penalty: 4234.252441
	Iteration 41Q: 3 clusters Score -942795.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -942824.312500 Penalty: 4234.252441
	Iteration 42Q: 3 clusters Score -942824.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -942859.937500 Penalty: 4234.252441
	Iteration 43Q: 3 clusters Score -942859.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -942897.812500 Penalty: 4234.252441
	Iteration 44Q: 3 clusters Score -942897.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -942943.937500 Penalty: 4234.252441
	Iteration 45Q: 3 clusters Score -942943.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -942974.312500 Penalty: 4234.252441
	Iteration 46Q: 3 clusters Score -942974.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -943007.250000 Penalty: 4234.252441
	Iteration 47Q: 3 clusters Score -943007.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -943043.812500 Penalty: 4234.252441
	Iteration 48Q: 3 clusters Score -943043.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -943078.250000 Penalty: 4234.252441
	Iteration 49Q: 3 clusters Score -943078.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -943118.812500 Penalty: 4234.252441
	Iteration 50Q: 3 clusters Score -943118.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -943156.000000 Penalty: 4234.252441
	Iteration 51Q: 3 clusters Score -943156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -943199.437500 Penalty: 4234.252441
	Iteration 52Q: 3 clusters Score -943199.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -943228.562500 Penalty: 4234.252441
	Iteration 53Q: 3 clusters Score -943228.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -943261.750000 Penalty: 4234.252441
	Iteration 54Q: 3 clusters Score -943261.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -943284.812500 Penalty: 4234.252441
	Iteration 55Q: 3 clusters Score -943284.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -943298.375000 Penalty: 4234.252441
	Iteration 56Q: 3 clusters Score -943298.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -943307.937500 Penalty: 4234.252441
	Iteration 57Q: 3 clusters Score -943307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -943314.062500 Penalty: 4234.252441
	Iteration 58Q: 3 clusters Score -943314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -943323.375000 Penalty: 4234.252441
	Iteration 59Q: 3 clusters Score -943323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -943326.312500 Penalty: 4234.252441
	Iteration 60F: 3 clusters Score -943326.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -943331.375000 Penalty: 4234.252441
	Iteration 61Q: 3 clusters Score -943331.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -943336.250000 Penalty: 4234.252441
	Iteration 62Q: 3 clusters Score -943336.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -943339.875000 Penalty: 4234.252441
	Iteration 63Q: 3 clusters Score -943339.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -943342.750000 Penalty: 4234.252441
	Iteration 64Q: 3 clusters Score -943342.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -943348.687500 Penalty: 4234.252441
	Iteration 65Q: 3 clusters Score -943348.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -943351.125000 Penalty: 4234.252441
	Iteration 66Q: 3 clusters Score -943351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -943355.500000 Penalty: 4234.252441
	Iteration 67Q: 3 clusters Score -943355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -943357.687500 Penalty: 4234.252441
	Iteration 68Q: 3 clusters Score -943357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -943359.000000 Penalty: 4234.252441
	Iteration 69Q: 3 clusters Score -943359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -943359.062500 Penalty: 4234.252441
	Iteration 70Q: 3 clusters Score -943359.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -943359.062500 Penalty: 4234.252441
	Iteration 71F: 3 clusters Score -943359.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -482764.031250 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -482764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -479649.531250 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -479649.5 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -480217.812500 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -480217.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -480353.343750 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -480353.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -480467.875000 Penalty: 3918.531982
	Iteration 3Q: 3 clusters Score -480467.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -480603.281250 Penalty: 3918.531982
	Iteration 4Q: 3 clusters Score -480603.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -480724.593750 Penalty: 3918.531982
	Iteration 5Q: 3 clusters Score -480724.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -480842.656250 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -480842.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -480983.437500 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -480983.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -481110.375000 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -481110.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -481221.281250 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -481221.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -481329.156250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -481329.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -481433.062500 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -481433.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -481498.593750 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -481498.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -481548.312500 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -481548.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -481607.812500 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -481607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -481664.375000 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -481664.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -481716.562500 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -481716.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -481769.281250 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -481769.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -481800.781250 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -481800.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -481826.875000 Penalty: 3918.531982
	Iteration 19Q: 3 clusters Score -481826.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -481850.093750 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -481850.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -481862.812500 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -481862.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -481872.562500 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -481872.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -481887.468750 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -481887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -481906.281250 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -481906.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -481927.156250 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -481927.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -481941.593750 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -481941.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -481952.750000 Penalty: 3918.531982
	Iteration 27Q: 3 clusters Score -481952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -481960.125000 Penalty: 3918.531982
	Iteration 28Q: 3 clusters Score -481960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -481963.968750 Penalty: 3918.531982
	Iteration 29Q: 3 clusters Score -481964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -481967.906250 Penalty: 3918.531982
	Iteration 30Q: 3 clusters Score -481967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -481968.437500 Penalty: 3918.531982
	Iteration 31Q: 3 clusters Score -481968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -481968.437500 Penalty: 3918.531982
	Iteration 32F: 3 clusters Score -481968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 46051 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 50945 members 
Mstep: Class 6 contains 28406 members 
Mstep: Class 7 contains 48959 members 
Mstep: Class 8 contains 51561 members 
Mstep: Class 9 contains 37861 members 
Mstep: Class 10 contains 46662 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42839 members 
Mstep: Class 14 contains 49278 members 
Mstep: Class 15 contains 44789 members 
Mstep: Class 16 contains 60502 members 
Mstep: Class 17 contains 51988 members 
Mstep: Class 18 contains 3736 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51139 members 
Mstep: Class 22 contains 24417 members 
Mstep: Class 23 contains 34443 members 
Mstep: Class 24 contains 3894 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47935 members 
Mstep: Class 28 contains 5099 members 
Mstep: Class 29 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113664.000000 Penalty: 97259.320312
Iteration 239Q: 30 clusters Score -1.371137e+08 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 46013 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51088 members 
Mstep: Class 6 contains 28364 members 
Mstep: Class 7 contains 49037 members 
Mstep: Class 8 contains 51588 members 
Mstep: Class 9 contains 37706 members 
Mstep: Class 10 contains 46658 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42863 members 
Mstep: Class 14 contains 49313 members 
Mstep: Class 15 contains 44783 members 
Mstep: Class 16 contains 60526 members 
Mstep: Class 17 contains 51955 members 
Mstep: Class 18 contains 3745 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51155 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 34415 members 
Mstep: Class 24 contains 3892 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47881 members 
Mstep: Class 28 contains 5098 members 
Mstep: Class 29 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114000.000000 Penalty: 97259.320312
Iteration 240F: 30 clusters Score -1.37114e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 45983 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51258 members 
Mstep: Class 6 contains 28338 members 
Mstep: Class 7 contains 49033 members 
Mstep: Class 8 contains 51640 members 
Mstep: Class 9 contains 37574 members 
Mstep: Class 10 contains 46666 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42850 members 
Mstep: Class 14 contains 49344 members 
Mstep: Class 15 contains 44777 members 
Mstep: Class 16 contains 60509 members 
Mstep: Class 17 contains 51917 members 
Mstep: Class 18 contains 3747 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51184 members 
Mstep: Class 22 contains 24419 members 
Mstep: Class 23 contains 34402 members 
Mstep: Class 24 contains 3892 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47866 members 
Mstep: Class 28 contains 5100 members 
Mstep: Class 29 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137113936.000000 Penalty: 97259.320312
Iteration 241Q: 30 clusters Score -1.371139e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 45968 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51358 members 
Mstep: Class 6 contains 28307 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 51650 members 
Mstep: Class 9 contains 37451 members 
Mstep: Class 10 contains 46685 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42838 members 
Mstep: Class 14 contains 49361 members 
Mstep: Class 15 contains 44777 members 
Mstep: Class 16 contains 60544 members 
Mstep: Class 17 contains 51905 members 
Mstep: Class 18 contains 3750 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51225 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 34372 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47835 members 
Mstep: Class 28 contains 5099 members 
Mstep: Class 29 contains 2703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114208.000000 Penalty: 97259.320312
Iteration 242Q: 30 clusters Score -1.371142e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 45918 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51465 members 
Mstep: Class 6 contains 28284 members 
Mstep: Class 7 contains 49130 members 
Mstep: Class 8 contains 51680 members 
Mstep: Class 9 contains 37332 members 
Mstep: Class 10 contains 46706 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42801 members 
Mstep: Class 14 contains 49361 members 
Mstep: Class 15 contains 44770 members 
Mstep: Class 16 contains 60584 members 
Mstep: Class 17 contains 51911 members 
Mstep: Class 18 contains 3759 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51260 members 
Mstep: Class 22 contains 24411 members 
Mstep: Class 23 contains 34342 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47782 members 
Mstep: Class 28 contains 5101 members 
Mstep: Class 29 contains 2705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114080.000000 Penalty: 97259.320312
Iteration 243Q: 30 clusters Score -1.371141e+08 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 45891 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51506 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 49222 members 
Mstep: Class 8 contains 51682 members 
Mstep: Class 9 contains 37208 members 
Mstep: Class 10 contains 46728 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42760 members 
Mstep: Class 14 contains 49367 members 
Mstep: Class 15 contains 44800 members 
Mstep: Class 16 contains 60614 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 3765 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51302 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 34294 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47763 members 
Mstep: Class 28 contains 5102 members 
Mstep: Class 29 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114224.000000 Penalty: 97259.320312
Iteration 244Q: 30 clusters Score -1.371142e+08 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 45894 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51590 members 
Mstep: Class 6 contains 28201 members 
Mstep: Class 7 contains 49311 members 
Mstep: Class 8 contains 51661 members 
Mstep: Class 9 contains 37100 members 
Mstep: Class 10 contains 46752 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42733 members 
Mstep: Class 14 contains 49377 members 
Mstep: Class 15 contains 44811 members 
Mstep: Class 16 contains 60640 members 
Mstep: Class 17 contains 51965 members 
Mstep: Class 18 contains 3766 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51304 members 
Mstep: Class 22 contains 24393 members 
Mstep: Class 23 contains 34282 members 
Mstep: Class 24 contains 3885 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47721 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 2701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114080.000000 Penalty: 97259.320312
Iteration 245Q: 30 clusters Score -1.371141e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 45933 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51617 members 
Mstep: Class 6 contains 28162 members 
Mstep: Class 7 contains 49380 members 
Mstep: Class 8 contains 51647 members 
Mstep: Class 9 contains 36987 members 
Mstep: Class 10 contains 46758 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 42714 members 
Mstep: Class 14 contains 49402 members 
Mstep: Class 15 contains 44837 members 
Mstep: Class 16 contains 60639 members 
Mstep: Class 17 contains 52028 members 
Mstep: Class 18 contains 3774 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51287 members 
Mstep: Class 22 contains 24387 members 
Mstep: Class 23 contains 34248 members 
Mstep: Class 24 contains 3884 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47698 members 
Mstep: Class 28 contains 5108 members 
Mstep: Class 29 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114384.000000 Penalty: 97259.320312
Iteration 246Q: 30 clusters Score -1.371144e+08 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 45953 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51636 members 
Mstep: Class 6 contains 28128 members 
Mstep: Class 7 contains 49432 members 
Mstep: Class 8 contains 51646 members 
Mstep: Class 9 contains 36872 members 
Mstep: Class 10 contains 46780 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 42677 members 
Mstep: Class 14 contains 49436 members 
Mstep: Class 15 contains 44858 members 
Mstep: Class 16 contains 60659 members 
Mstep: Class 17 contains 52066 members 
Mstep: Class 18 contains 3782 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51293 members 
Mstep: Class 22 contains 24392 members 
Mstep: Class 23 contains 34192 members 
Mstep: Class 24 contains 3882 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47692 members 
Mstep: Class 28 contains 5114 members 
Mstep: Class 29 contains 2707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114672.000000 Penalty: 97259.320312
Iteration 247Q: 30 clusters Score -1.371147e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 45966 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51716 members 
Mstep: Class 6 contains 28113 members 
Mstep: Class 7 contains 49498 members 
Mstep: Class 8 contains 51666 members 
Mstep: Class 9 contains 36762 members 
Mstep: Class 10 contains 46780 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42611 members 
Mstep: Class 14 contains 49462 members 
Mstep: Class 15 contains 44863 members 
Mstep: Class 16 contains 60681 members 
Mstep: Class 17 contains 52057 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51274 members 
Mstep: Class 22 contains 24390 members 
Mstep: Class 23 contains 34174 members 
Mstep: Class 24 contains 3880 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47693 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114544.000000 Penalty: 97259.320312
Iteration 248Q: 30 clusters Score -1.371145e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 45985 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51806 members 
Mstep: Class 6 contains 28084 members 
Mstep: Class 7 contains 49523 members 
Mstep: Class 8 contains 51683 members 
Mstep: Class 9 contains 36663 members 
Mstep: Class 10 contains 46771 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42578 members 
Mstep: Class 14 contains 49462 members 
Mstep: Class 15 contains 44883 members 
Mstep: Class 16 contains 60697 members 
Mstep: Class 17 contains 52061 members 
Mstep: Class 18 contains 3789 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51243 members 
Mstep: Class 22 contains 24381 members 
Mstep: Class 23 contains 34160 members 
Mstep: Class 24 contains 3876 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47715 members 
Mstep: Class 28 contains 5113 members 
Mstep: Class 29 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114704.000000 Penalty: 97259.320312
Iteration 249Q: 30 clusters Score -1.371147e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 45982 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51869 members 
Mstep: Class 6 contains 28066 members 
Mstep: Class 7 contains 49553 members 
Mstep: Class 8 contains 51683 members 
Mstep: Class 9 contains 36588 members 
Mstep: Class 10 contains 46747 members 
Mstep: Class 11 contains 2471 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42547 members 
Mstep: Class 14 contains 49451 members 
Mstep: Class 15 contains 44908 members 
Mstep: Class 16 contains 60710 members 
Mstep: Class 17 contains 52061 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51214 members 
Mstep: Class 22 contains 24361 members 
Mstep: Class 23 contains 34145 members 
Mstep: Class 24 contains 3872 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47806 members 
Mstep: Class 28 contains 5115 members 
Mstep: Class 29 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114560.000000 Penalty: 97259.320312
Iteration 250Q: 30 clusters Score -1.371146e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 45990 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 51942 members 
Mstep: Class 6 contains 28040 members 
Mstep: Class 7 contains 49621 members 
Mstep: Class 8 contains 51715 members 
Mstep: Class 9 contains 36474 members 
Mstep: Class 10 contains 46727 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42529 members 
Mstep: Class 14 contains 49458 members 
Mstep: Class 15 contains 44921 members 
Mstep: Class 16 contains 60716 members 
Mstep: Class 17 contains 52041 members 
Mstep: Class 18 contains 3799 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51176 members 
Mstep: Class 22 contains 24364 members 
Mstep: Class 23 contains 34112 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47852 members 
Mstep: Class 28 contains 5120 members 
Mstep: Class 29 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114416.000000 Penalty: 97259.320312
Iteration 251Q: 30 clusters Score -1.371144e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 45999 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52101 members 
Mstep: Class 6 contains 28009 members 
Mstep: Class 7 contains 49725 members 
Mstep: Class 8 contains 51688 members 
Mstep: Class 9 contains 36369 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42488 members 
Mstep: Class 14 contains 49479 members 
Mstep: Class 15 contains 44937 members 
Mstep: Class 16 contains 60713 members 
Mstep: Class 17 contains 51974 members 
Mstep: Class 18 contains 3806 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51129 members 
Mstep: Class 22 contains 24352 members 
Mstep: Class 23 contains 34075 members 
Mstep: Class 24 contains 3872 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47897 members 
Mstep: Class 28 contains 5122 members 
Mstep: Class 29 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114320.000000 Penalty: 97259.320312
Iteration 252Q: 30 clusters Score -1.371143e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 46027 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52213 members 
Mstep: Class 6 contains 27977 members 
Mstep: Class 7 contains 49848 members 
Mstep: Class 8 contains 51698 members 
Mstep: Class 9 contains 36268 members 
Mstep: Class 10 contains 46729 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42428 members 
Mstep: Class 14 contains 49495 members 
Mstep: Class 15 contains 44962 members 
Mstep: Class 16 contains 60721 members 
Mstep: Class 17 contains 51926 members 
Mstep: Class 18 contains 3809 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51100 members 
Mstep: Class 22 contains 24345 members 
Mstep: Class 23 contains 34034 members 
Mstep: Class 24 contains 3866 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47891 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114592.000000 Penalty: 97259.320312
Iteration 253Q: 30 clusters Score -1.371146e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 46049 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52361 members 
Mstep: Class 6 contains 27954 members 
Mstep: Class 7 contains 49865 members 
Mstep: Class 8 contains 51741 members 
Mstep: Class 9 contains 36176 members 
Mstep: Class 10 contains 46734 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 49473 members 
Mstep: Class 15 contains 44965 members 
Mstep: Class 16 contains 60745 members 
Mstep: Class 17 contains 51901 members 
Mstep: Class 18 contains 3807 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51108 members 
Mstep: Class 22 contains 24329 members 
Mstep: Class 23 contains 34023 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47873 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 2699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114512.000000 Penalty: 97259.320312
Iteration 254Q: 30 clusters Score -1.371145e+08 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 46069 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52467 members 
Mstep: Class 6 contains 27930 members 
Mstep: Class 7 contains 49909 members 
Mstep: Class 8 contains 51800 members 
Mstep: Class 9 contains 36100 members 
Mstep: Class 10 contains 46735 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42325 members 
Mstep: Class 14 contains 49463 members 
Mstep: Class 15 contains 44960 members 
Mstep: Class 16 contains 60748 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51121 members 
Mstep: Class 22 contains 24313 members 
Mstep: Class 23 contains 34020 members 
Mstep: Class 24 contains 3855 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47837 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114720.000000 Penalty: 97259.320312
Iteration 255Q: 30 clusters Score -1.371147e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 46065 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52525 members 
Mstep: Class 6 contains 27923 members 
Mstep: Class 7 contains 49957 members 
Mstep: Class 8 contains 51827 members 
Mstep: Class 9 contains 36041 members 
Mstep: Class 10 contains 46738 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42295 members 
Mstep: Class 14 contains 49460 members 
Mstep: Class 15 contains 44968 members 
Mstep: Class 16 contains 60754 members 
Mstep: Class 17 contains 51894 members 
Mstep: Class 18 contains 3812 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51148 members 
Mstep: Class 22 contains 24289 members 
Mstep: Class 23 contains 34015 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47776 members 
Mstep: Class 28 contains 5123 members 
Mstep: Class 29 contains 2704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114784.000000 Penalty: 97259.320312
Iteration 256Q: 30 clusters Score -1.371148e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 46065 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52558 members 
Mstep: Class 6 contains 27895 members 
Mstep: Class 7 contains 50044 members 
Mstep: Class 8 contains 51881 members 
Mstep: Class 9 contains 35962 members 
Mstep: Class 10 contains 46748 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42256 members 
Mstep: Class 14 contains 49458 members 
Mstep: Class 15 contains 44965 members 
Mstep: Class 16 contains 60748 members 
Mstep: Class 17 contains 51882 members 
Mstep: Class 18 contains 3815 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51175 members 
Mstep: Class 22 contains 24282 members 
Mstep: Class 23 contains 34041 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47703 members 
Mstep: Class 28 contains 5123 members 
Mstep: Class 29 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114864.000000 Penalty: 97259.320312
Iteration 257Q: 30 clusters Score -1.371149e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 46075 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52620 members 
Mstep: Class 6 contains 27872 members 
Mstep: Class 7 contains 50115 members 
Mstep: Class 8 contains 51913 members 
Mstep: Class 9 contains 35902 members 
Mstep: Class 10 contains 46744 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42219 members 
Mstep: Class 14 contains 49447 members 
Mstep: Class 15 contains 44963 members 
Mstep: Class 16 contains 60749 members 
Mstep: Class 17 contains 51885 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51201 members 
Mstep: Class 22 contains 24268 members 
Mstep: Class 23 contains 34081 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47604 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114624.000000 Penalty: 97259.320312
Iteration 258Q: 30 clusters Score -1.371146e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 46091 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52703 members 
Mstep: Class 6 contains 27856 members 
Mstep: Class 7 contains 50150 members 
Mstep: Class 8 contains 51903 members 
Mstep: Class 9 contains 35836 members 
Mstep: Class 10 contains 46735 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42164 members 
Mstep: Class 14 contains 49431 members 
Mstep: Class 15 contains 44956 members 
Mstep: Class 16 contains 60784 members 
Mstep: Class 17 contains 51886 members 
Mstep: Class 18 contains 3821 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51248 members 
Mstep: Class 22 contains 24247 members 
Mstep: Class 23 contains 34122 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47543 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114496.000000 Penalty: 97259.320312
Iteration 259Q: 30 clusters Score -1.371145e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 46117 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52775 members 
Mstep: Class 6 contains 27834 members 
Mstep: Class 7 contains 50186 members 
Mstep: Class 8 contains 51916 members 
Mstep: Class 9 contains 35771 members 
Mstep: Class 10 contains 46765 members 
Mstep: Class 11 contains 2469 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 49404 members 
Mstep: Class 15 contains 44959 members 
Mstep: Class 16 contains 60829 members 
Mstep: Class 17 contains 51899 members 
Mstep: Class 18 contains 3826 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51260 members 
Mstep: Class 22 contains 24226 members 
Mstep: Class 23 contains 34160 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47505 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114688.000000 Penalty: 97259.320312
Iteration 260F: 30 clusters Score -1.371147e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 46118 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52853 members 
Mstep: Class 6 contains 27811 members 
Mstep: Class 7 contains 50231 members 
Mstep: Class 8 contains 51984 members 
Mstep: Class 9 contains 35688 members 
Mstep: Class 10 contains 46787 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 41887 members 
Mstep: Class 14 contains 49395 members 
Mstep: Class 15 contains 44970 members 
Mstep: Class 16 contains 60859 members 
Mstep: Class 17 contains 51939 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51247 members 
Mstep: Class 22 contains 24213 members 
Mstep: Class 23 contains 34177 members 
Mstep: Class 24 contains 3854 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47482 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114608.000000 Penalty: 97259.320312
Iteration 261Q: 30 clusters Score -1.371146e+08 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 46120 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52910 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 50296 members 
Mstep: Class 8 contains 52049 members 
Mstep: Class 9 contains 35610 members 
Mstep: Class 10 contains 46816 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 41680 members 
Mstep: Class 14 contains 49390 members 
Mstep: Class 15 contains 44980 members 
Mstep: Class 16 contains 60854 members 
Mstep: Class 17 contains 52025 members 
Mstep: Class 18 contains 3833 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51248 members 
Mstep: Class 22 contains 24199 members 
Mstep: Class 23 contains 34223 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47462 members 
Mstep: Class 28 contains 5126 members 
Mstep: Class 29 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114368.000000 Penalty: 97259.320312
Iteration 262Q: 30 clusters Score -1.371144e+08 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 46127 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52982 members 
Mstep: Class 6 contains 27739 members 
Mstep: Class 7 contains 50361 members 
Mstep: Class 8 contains 52124 members 
Mstep: Class 9 contains 35544 members 
Mstep: Class 10 contains 46856 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 41380 members 
Mstep: Class 14 contains 49396 members 
Mstep: Class 15 contains 44980 members 
Mstep: Class 16 contains 60874 members 
Mstep: Class 17 contains 52080 members 
Mstep: Class 18 contains 3841 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51267 members 
Mstep: Class 22 contains 24193 members 
Mstep: Class 23 contains 34256 members 
Mstep: Class 24 contains 3847 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 516 members 
Mstep: Class 27 contains 47466 members 
Mstep: Class 28 contains 5123 members 
Mstep: Class 29 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114480.000000 Penalty: 97259.320312
Iteration 263Q: 30 clusters Score -1.371145e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 46139 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53022 members 
Mstep: Class 6 contains 27703 members 
Mstep: Class 7 contains 50442 members 
Mstep: Class 8 contains 52191 members 
Mstep: Class 9 contains 35476 members 
Mstep: Class 10 contains 46909 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 41050 members 
Mstep: Class 14 contains 49386 members 
Mstep: Class 15 contains 45000 members 
Mstep: Class 16 contains 60919 members 
Mstep: Class 17 contains 52145 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51296 members 
Mstep: Class 22 contains 24182 members 
Mstep: Class 23 contains 34341 members 
Mstep: Class 24 contains 3842 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47420 members 
Mstep: Class 28 contains 5122 members 
Mstep: Class 29 contains 2719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114416.000000 Penalty: 97259.320312
Iteration 264Q: 30 clusters Score -1.371144e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 46175 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53040 members 
Mstep: Class 6 contains 27675 members 
Mstep: Class 7 contains 50528 members 
Mstep: Class 8 contains 52251 members 
Mstep: Class 9 contains 35407 members 
Mstep: Class 10 contains 46971 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 40710 members 
Mstep: Class 14 contains 49401 members 
Mstep: Class 15 contains 45009 members 
Mstep: Class 16 contains 60952 members 
Mstep: Class 17 contains 52175 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51335 members 
Mstep: Class 22 contains 24180 members 
Mstep: Class 23 contains 34433 members 
Mstep: Class 24 contains 3839 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 515 members 
Mstep: Class 27 contains 47374 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114656.000000 Penalty: 97259.320312
Iteration 265Q: 30 clusters Score -1.371147e+08 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 46140 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53071 members 
Mstep: Class 6 contains 27640 members 
Mstep: Class 7 contains 50593 members 
Mstep: Class 8 contains 52334 members 
Mstep: Class 9 contains 35344 members 
Mstep: Class 10 contains 47044 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 40347 members 
Mstep: Class 14 contains 49388 members 
Mstep: Class 15 contains 45039 members 
Mstep: Class 16 contains 61027 members 
Mstep: Class 17 contains 52181 members 
Mstep: Class 18 contains 3859 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51358 members 
Mstep: Class 22 contains 24173 members 
Mstep: Class 23 contains 34541 members 
Mstep: Class 24 contains 3841 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 514 members 
Mstep: Class 27 contains 47393 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 2710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137114800.000000 Penalty: 97259.320312
Iteration 266Q: 30 clusters Score -1.371148e+08 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 46127 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53066 members 
Mstep: Class 6 contains 27621 members 
Mstep: Class 7 contains 50642 members 
Mstep: Class 8 contains 52391 members 
Mstep: Class 9 contains 35272 members 
Mstep: Class 10 contains 47145 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 39955 members 
Mstep: Class 14 contains 49430 members 
Mstep: Class 15 contains 45079 members 
Mstep: Class 16 contains 61085 members 
Mstep: Class 17 contains 52240 members 
Mstep: Class 18 contains 3864 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51382 members 
Mstep: Class 22 contains 24169 members 
Mstep: Class 23 contains 34628 members 
Mstep: Class 24 contains 3840 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 513 members 
Mstep: Class 27 contains 47370 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115120.000000 Penalty: 97259.320312
Iteration 267Q: 30 clusters Score -1.371151e+08 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 46159 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53104 members 
Mstep: Class 6 contains 27605 members 
Mstep: Class 7 contains 50677 members 
Mstep: Class 8 contains 52462 members 
Mstep: Class 9 contains 35199 members 
Mstep: Class 10 contains 47247 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 39520 members 
Mstep: Class 14 contains 49423 members 
Mstep: Class 15 contains 45146 members 
Mstep: Class 16 contains 61161 members 
Mstep: Class 17 contains 52293 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51438 members 
Mstep: Class 22 contains 24165 members 
Mstep: Class 23 contains 34714 members 
Mstep: Class 24 contains 3835 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 47295 members 
Mstep: Class 28 contains 5124 members 
Mstep: Class 29 contains 2715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115488.000000 Penalty: 97259.320312
Iteration 268Q: 30 clusters Score -1.371155e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 46193 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53142 members 
Mstep: Class 6 contains 27587 members 
Mstep: Class 7 contains 50703 members 
Mstep: Class 8 contains 52467 members 
Mstep: Class 9 contains 35120 members 
Mstep: Class 10 contains 47299 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 39148 members 
Mstep: Class 14 contains 49425 members 
Mstep: Class 15 contains 45205 members 
Mstep: Class 16 contains 61235 members 
Mstep: Class 17 contains 52366 members 
Mstep: Class 18 contains 3865 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51521 members 
Mstep: Class 22 contains 24150 members 
Mstep: Class 23 contains 34798 members 
Mstep: Class 24 contains 3831 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 512 members 
Mstep: Class 27 contains 47248 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137115872.000000 Penalty: 97259.320312
Iteration 269Q: 30 clusters Score -1.371159e+08 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 46216 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53173 members 
Mstep: Class 6 contains 27573 members 
Mstep: Class 7 contains 50720 members 
Mstep: Class 8 contains 52497 members 
Mstep: Class 9 contains 35034 members 
Mstep: Class 10 contains 47418 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 38701 members 
Mstep: Class 14 contains 49449 members 
Mstep: Class 15 contains 45264 members 
Mstep: Class 16 contains 61336 members 
Mstep: Class 17 contains 52435 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51586 members 
Mstep: Class 22 contains 24119 members 
Mstep: Class 23 contains 34867 members 
Mstep: Class 24 contains 3826 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 47218 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116240.000000 Penalty: 97259.320312
Iteration 270Q: 30 clusters Score -1.371162e+08 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 46246 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53192 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 7 contains 50780 members 
Mstep: Class 8 contains 52558 members 
Mstep: Class 9 contains 34967 members 
Mstep: Class 10 contains 47511 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 38338 members 
Mstep: Class 14 contains 49471 members 
Mstep: Class 15 contains 45242 members 
Mstep: Class 16 contains 61396 members 
Mstep: Class 17 contains 52487 members 
Mstep: Class 18 contains 3870 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51636 members 
Mstep: Class 22 contains 24105 members 
Mstep: Class 23 contains 34964 members 
Mstep: Class 24 contains 3824 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 47164 members 
Mstep: Class 28 contains 5128 members 
Mstep: Class 29 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116240.000000 Penalty: 97259.320312
Iteration 271Q: 30 clusters Score -1.371162e+08 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 46240 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53208 members 
Mstep: Class 6 contains 27547 members 
Mstep: Class 7 contains 50830 members 
Mstep: Class 8 contains 52566 members 
Mstep: Class 9 contains 34916 members 
Mstep: Class 10 contains 47588 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 49495 members 
Mstep: Class 15 contains 45224 members 
Mstep: Class 16 contains 61497 members 
Mstep: Class 17 contains 52540 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51694 members 
Mstep: Class 22 contains 24103 members 
Mstep: Class 23 contains 35059 members 
Mstep: Class 24 contains 3822 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 47075 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116320.000000 Penalty: 97259.320312
Iteration 272Q: 30 clusters Score -1.371163e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 46227 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53266 members 
Mstep: Class 6 contains 27522 members 
Mstep: Class 7 contains 50875 members 
Mstep: Class 8 contains 52598 members 
Mstep: Class 9 contains 34853 members 
Mstep: Class 10 contains 47651 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 37746 members 
Mstep: Class 14 contains 49503 members 
Mstep: Class 15 contains 45216 members 
Mstep: Class 16 contains 61596 members 
Mstep: Class 17 contains 52600 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51754 members 
Mstep: Class 22 contains 24084 members 
Mstep: Class 23 contains 35177 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46939 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116752.000000 Penalty: 97259.320312
Iteration 273Q: 30 clusters Score -1.371168e+08 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 46212 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53283 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 50917 members 
Mstep: Class 8 contains 52602 members 
Mstep: Class 9 contains 34766 members 
Mstep: Class 10 contains 47762 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 37436 members 
Mstep: Class 14 contains 49517 members 
Mstep: Class 15 contains 45184 members 
Mstep: Class 16 contains 61711 members 
Mstep: Class 17 contains 52682 members 
Mstep: Class 18 contains 3869 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51781 members 
Mstep: Class 22 contains 24072 members 
Mstep: Class 23 contains 35306 members 
Mstep: Class 24 contains 3820 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46841 members 
Mstep: Class 28 contains 5127 members 
Mstep: Class 29 contains 2678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116592.000000 Penalty: 97259.320312
Iteration 274Q: 30 clusters Score -1.371166e+08 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 46209 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53281 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 50983 members 
Mstep: Class 8 contains 52642 members 
Mstep: Class 9 contains 34677 members 
Mstep: Class 10 contains 47818 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 37116 members 
Mstep: Class 14 contains 49491 members 
Mstep: Class 15 contains 45209 members 
Mstep: Class 16 contains 61858 members 
Mstep: Class 17 contains 52767 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51783 members 
Mstep: Class 22 contains 24050 members 
Mstep: Class 23 contains 35392 members 
Mstep: Class 24 contains 3821 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 46795 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116352.000000 Penalty: 97259.320312
Iteration 275Q: 30 clusters Score -1.371164e+08 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 46178 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53251 members 
Mstep: Class 6 contains 27530 members 
Mstep: Class 7 contains 51144 members 
Mstep: Class 8 contains 52696 members 
Mstep: Class 9 contains 34556 members 
Mstep: Class 10 contains 47885 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36854 members 
Mstep: Class 14 contains 49472 members 
Mstep: Class 15 contains 45232 members 
Mstep: Class 16 contains 61964 members 
Mstep: Class 17 contains 52843 members 
Mstep: Class 18 contains 3873 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51761 members 
Mstep: Class 22 contains 24035 members 
Mstep: Class 23 contains 35451 members 
Mstep: Class 24 contains 3817 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46744 members 
Mstep: Class 28 contains 5137 members 
Mstep: Class 29 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116496.000000 Penalty: 97259.320312
Iteration 276Q: 30 clusters Score -1.371165e+08 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 46183 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53243 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 51320 members 
Mstep: Class 8 contains 52690 members 
Mstep: Class 9 contains 34469 members 
Mstep: Class 10 contains 47900 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36673 members 
Mstep: Class 14 contains 49481 members 
Mstep: Class 15 contains 45236 members 
Mstep: Class 16 contains 62063 members 
Mstep: Class 17 contains 52844 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51744 members 
Mstep: Class 22 contains 24011 members 
Mstep: Class 23 contains 35525 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46688 members 
Mstep: Class 28 contains 5143 members 
Mstep: Class 29 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116784.000000 Penalty: 97259.320312
Iteration 277Q: 30 clusters Score -1.371168e+08 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 46161 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53247 members 
Mstep: Class 6 contains 27512 members 
Mstep: Class 7 contains 51439 members 
Mstep: Class 8 contains 52704 members 
Mstep: Class 9 contains 34388 members 
Mstep: Class 10 contains 47917 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36494 members 
Mstep: Class 14 contains 49488 members 
Mstep: Class 15 contains 45237 members 
Mstep: Class 16 contains 62131 members 
Mstep: Class 17 contains 52831 members 
Mstep: Class 18 contains 3879 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51769 members 
Mstep: Class 22 contains 24004 members 
Mstep: Class 23 contains 35590 members 
Mstep: Class 24 contains 3810 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46666 members 
Mstep: Class 28 contains 5147 members 
Mstep: Class 29 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116832.000000 Penalty: 97259.320312
Iteration 278Q: 30 clusters Score -1.371168e+08 nChanged 3034
Entering ConstructFrom: 
Score: -137116832.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -1113486.250000 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -1113486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1108378.000000 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -1108378 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1109645.750000 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -1109646 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1109874.875000 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -1109875 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1110036.500000 Penalty: 4312.390137
	Iteration 3Q: 3 clusters Score -1110036 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1110170.250000 Penalty: 4312.390137
	Iteration 4Q: 3 clusters Score -1110170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1110303.750000 Penalty: 4312.390137
	Iteration 5Q: 3 clusters Score -1110304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1110428.625000 Penalty: 4312.390137
	Iteration 6Q: 3 clusters Score -1110429 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1110532.125000 Penalty: 4312.390137
	Iteration 7Q: 3 clusters Score -1110532 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1110611.875000 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -1110612 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1110671.375000 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -1110671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1110716.125000 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -1110716 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1110764.875000 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -1110765 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1110809.250000 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -1110809 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1110854.250000 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -1110854 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1110903.500000 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -1110904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1110950.625000 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -1110951 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1110991.250000 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -1110991 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1111022.250000 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -1111022 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1111062.250000 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -1111062 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1111093.000000 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -1111093 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1111124.375000 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -1111124 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1111145.500000 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -1111146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1111172.125000 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -1111172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1111195.250000 Penalty: 4312.390137
	Iteration 23Q: 3 clusters Score -1111195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1111222.750000 Penalty: 4312.390137
	Iteration 24Q: 3 clusters Score -1111223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1111252.625000 Penalty: 4312.390137
	Iteration 25Q: 3 clusters Score -1111253 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1111281.750000 Penalty: 4312.390137
	Iteration 26Q: 3 clusters Score -1111282 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1111309.625000 Penalty: 4312.390137
	Iteration 27Q: 3 clusters Score -1111310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1111328.125000 Penalty: 4312.390137
	Iteration 28Q: 3 clusters Score -1111328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1111360.250000 Penalty: 4312.390137
	Iteration 29Q: 3 clusters Score -1111360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1111397.625000 Penalty: 4312.390137
	Iteration 30Q: 3 clusters Score -1111398 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1111438.375000 Penalty: 4312.390137
	Iteration 31Q: 3 clusters Score -1111438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1111476.875000 Penalty: 4312.390137
	Iteration 32Q: 3 clusters Score -1111477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1111522.625000 Penalty: 4312.390137
	Iteration 33Q: 3 clusters Score -1111523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1111554.250000 Penalty: 4312.390137
	Iteration 34Q: 3 clusters Score -1111554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1111584.125000 Penalty: 4312.390137
	Iteration 35Q: 3 clusters Score -1111584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1111611.875000 Penalty: 4312.390137
	Iteration 36Q: 3 clusters Score -1111612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1111631.875000 Penalty: 4312.390137
	Iteration 37Q: 3 clusters Score -1111632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1111642.375000 Penalty: 4312.390137
	Iteration 38Q: 3 clusters Score -1111642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1111662.875000 Penalty: 4312.390137
	Iteration 39Q: 3 clusters Score -1111663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1111682.125000 Penalty: 4312.390137
	Iteration 40F: 3 clusters Score -1111682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1111695.625000 Penalty: 4312.390137
	Iteration 41Q: 3 clusters Score -1111696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1111718.625000 Penalty: 4312.390137
	Iteration 42Q: 3 clusters Score -1111719 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1111735.250000 Penalty: 4312.390137
	Iteration 43Q: 3 clusters Score -1111735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1111753.375000 Penalty: 4312.390137
	Iteration 44Q: 3 clusters Score -1111753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1111768.000000 Penalty: 4312.390137
	Iteration 45Q: 3 clusters Score -1111768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1111779.625000 Penalty: 4312.390137
	Iteration 46Q: 3 clusters Score -1111780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1111782.500000 Penalty: 4312.390137
	Iteration 47Q: 3 clusters Score -1111782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1111790.500000 Penalty: 4312.390137
	Iteration 48Q: 3 clusters Score -1111790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1111795.375000 Penalty: 4312.390137
	Iteration 49Q: 3 clusters Score -1111795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1111808.500000 Penalty: 4312.390137
	Iteration 50Q: 3 clusters Score -1111808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1111817.125000 Penalty: 4312.390137
	Iteration 51Q: 3 clusters Score -1111817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1111830.000000 Penalty: 4312.390137
	Iteration 52Q: 3 clusters Score -1111830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1111833.250000 Penalty: 4312.390137
	Iteration 53Q: 3 clusters Score -1111833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1111844.250000 Penalty: 4312.390137
	Iteration 54Q: 3 clusters Score -1111844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1111849.375000 Penalty: 4312.390137
	Iteration 55Q: 3 clusters Score -1111849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1111854.750000 Penalty: 4312.390137
	Iteration 56Q: 3 clusters Score -1111855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1111854.625000 Penalty: 4312.390137
	Iteration 57Q: 3 clusters Score -1111855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1111856.250000 Penalty: 4312.390137
	Iteration 58Q: 3 clusters Score -1111856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1111858.000000 Penalty: 4312.390137
	Iteration 59Q: 3 clusters Score -1111858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1111857.250000 Penalty: 4312.390137
	Iteration 60F: 3 clusters Score -1111857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1111860.000000 Penalty: 4312.390137
	Iteration 61Q: 3 clusters Score -1111860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1111861.500000 Penalty: 4312.390137
	Iteration 62Q: 3 clusters Score -1111862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1111861.500000 Penalty: 4312.390137
	Iteration 63Q: 3 clusters Score -1111862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1111865.125000 Penalty: 4312.390137
	Iteration 64Q: 3 clusters Score -1111865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1111867.500000 Penalty: 4312.390137
	Iteration 65Q: 3 clusters Score -1111868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1111867.125000 Penalty: 4312.390137
	Iteration 66Q: 3 clusters Score -1111867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1111869.500000 Penalty: 4312.390137
	Iteration 67Q: 3 clusters Score -1111870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1111868.625000 Penalty: 4312.390137
	Iteration 68Q: 3 clusters Score -1111869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1111870.875000 Penalty: 4312.390137
	Iteration 69Q: 3 clusters Score -1111871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1111870.875000 Penalty: 4312.390137
	Iteration 70F: 3 clusters Score -1111871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Entering Unmasked Estep 
Score: -8639089.000000 Penalty: 2663.546631
	Iteration 0F: 2 clusters Score -8639089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -8609170.000000 Penalty: 5327.093262
	Iteration 0F: 3 clusters Score -8609170 nChanged 21125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -8620702.000000 Penalty: 5327.093262
	Iteration 1F: 3 clusters Score -8620702 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -8621424.000000 Penalty: 5327.093262
	Iteration 2Q: 3 clusters Score -8621424 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -8622297.000000 Penalty: 5327.093262
	Iteration 3Q: 3 clusters Score -8622297 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -8623549.000000 Penalty: 5327.093262
	Iteration 4F: 3 clusters Score -8623549 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -8625436.000000 Penalty: 5327.093262
	Iteration 5F: 3 clusters Score -8625436 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8628104.000000 Penalty: 5327.093262
	Iteration 6F: 3 clusters Score -8628104 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -8631355.000000 Penalty: 5327.093262
	Iteration 7F: 3 clusters Score -8631355 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8634050.000000 Penalty: 5327.093262
	Iteration 8F: 3 clusters Score -8634050 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8635594.000000 Penalty: 5327.093262
	Iteration 9Q: 3 clusters Score -8635594 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8636237.000000 Penalty: 5327.093262
	Iteration 10Q: 3 clusters Score -8636237 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8636490.000000 Penalty: 5327.093262
	Iteration 11Q: 3 clusters Score -8636490 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8636641.000000 Penalty: 5327.093262
	Iteration 12Q: 3 clusters Score -8636641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8636691.000000 Penalty: 5327.093262
	Iteration 13Q: 3 clusters Score -8636691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8636713.000000 Penalty: 5327.093262
	Iteration 14Q: 3 clusters Score -8636713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8636723.000000 Penalty: 5327.093262
	Iteration 15Q: 3 clusters Score -8636723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8636738.000000 Penalty: 5327.093262
	Iteration 16Q: 3 clusters Score -8636738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8636740.000000 Penalty: 5327.093262
	Iteration 17Q: 3 clusters Score -8636740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8636751.000000 Penalty: 5327.093262
	Iteration 18Q: 3 clusters Score -8636751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8636757.000000 Penalty: 5327.093262
	Iteration 19Q: 3 clusters Score -8636757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8636757.000000 Penalty: 5327.093262
	Iteration 20F: 3 clusters Score -8636757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8636767.000000 Penalty: 5327.093262
	Iteration 21Q: 3 clusters Score -8636767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8636771.000000 Penalty: 5327.093262
	Iteration 22Q: 3 clusters Score -8636771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8636777.000000 Penalty: 5327.093262
	Iteration 23Q: 3 clusters Score -8636777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8636772.000000 Penalty: 5327.093262
	Iteration 24Q: 3 clusters Score -8636772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8636766.000000 Penalty: 5327.093262
	Iteration 25Q: 3 clusters Score -8636766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8636773.000000 Penalty: 5327.093262
	Iteration 26Q: 3 clusters Score -8636773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8636775.000000 Penalty: 5327.093262
	Iteration 27Q: 3 clusters Score -8636775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8636775.000000 Penalty: 5327.093262
	Iteration 28F: 3 clusters Score -8636775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -76223.703125 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -76223.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74739.890625 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -74739.89 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -75052.960938 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -75052.96 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75169.062500 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -75169.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75266.867188 Penalty: 3136.882080
	Iteration 3Q: 3 clusters Score -75266.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75327.453125 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -75327.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -75363.296875 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -75363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75398.671875 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -75398.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -75434.453125 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -75434.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -75450.304688 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -75450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -75461.742188 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -75461.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75482.257812 Penalty: 3136.882080
	Iteration 10Q: 3 clusters Score -75482.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -75500.539062 Penalty: 3136.882080
	Iteration 11Q: 3 clusters Score -75500.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75506.062500 Penalty: 3136.882080
	Iteration 12Q: 3 clusters Score -75506.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75514.226562 Penalty: 3136.882080
	Iteration 13Q: 3 clusters Score -75514.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75518.109375 Penalty: 3136.882080
	Iteration 14Q: 3 clusters Score -75518.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75518.609375 Penalty: 3136.882080
	Iteration 15Q: 3 clusters Score -75518.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -75527.398438 Penalty: 3136.882080
	Iteration 16F: 3 clusters Score -75527.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -75562.875000 Penalty: 3136.882080
	Iteration 17Q: 3 clusters Score -75562.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75570.703125 Penalty: 3136.882080
	Iteration 18Q: 3 clusters Score -75570.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75575.125000 Penalty: 3136.882080
	Iteration 19Q: 3 clusters Score -75575.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75576.007812 Penalty: 3136.882080
	Iteration 20F: 3 clusters Score -75576.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -97572.914062 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -97572.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95956.914062 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -95956.91 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96308.648438 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -96308.65 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -96546.414062 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -96546.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -96823.109375 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -96823.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -97084.796875 Penalty: 3237.867188
	Iteration 4F: 3 clusters Score -97084.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -97220.304688 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -97220.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97263.640625 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -97263.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -97290.625000 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -97290.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97301.164062 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -97301.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -97313.960938 Penalty: 3237.867188
	Iteration 9Q: 3 clusters Score -97313.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -97325.078125 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -97325.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97336.390625 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -97336.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97342.953125 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -97342.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -97346.453125 Penalty: 3237.867188
	Iteration 13Q: 3 clusters Score -97346.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -97353.718750 Penalty: 3237.867188
	Iteration 14Q: 3 clusters Score -97353.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97356.773438 Penalty: 3237.867188
	Iteration 15Q: 3 clusters Score -97356.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -97356.773438 Penalty: 3237.867188
	Iteration 16F: 3 clusters Score -97356.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Entering Unmasked Estep 
Score: -10053584.000000 Penalty: 2698.713135
	Iteration 0F: 2 clusters Score -1.005358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -10022680.000000 Penalty: 5397.426270
	Iteration 0F: 3 clusters Score -1.002268e+07 nChanged 24583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -10036368.000000 Penalty: 5397.426270
	Iteration 1F: 3 clusters Score -1.003637e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -10037125.000000 Penalty: 5397.426270
	Iteration 2Q: 3 clusters Score -1.003712e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -10037847.000000 Penalty: 5397.426270
	Iteration 3Q: 3 clusters Score -1.003785e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -10038646.000000 Penalty: 5397.426270
	Iteration 4Q: 3 clusters Score -1.003865e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -10039758.000000 Penalty: 5397.426270
	Iteration 5Q: 3 clusters Score -1.003976e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -10041519.000000 Penalty: 5397.426270
	Iteration 6F: 3 clusters Score -1.004152e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -10044087.000000 Penalty: 5397.426270
	Iteration 7F: 3 clusters Score -1.004409e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -10046830.000000 Penalty: 5397.426270
	Iteration 8F: 3 clusters Score -1.004683e+07 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -10048620.000000 Penalty: 5397.426270
	Iteration 9F: 3 clusters Score -1.004862e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -10049511.000000 Penalty: 5397.426270
	Iteration 10Q: 3 clusters Score -1.004951e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -10050166.000000 Penalty: 5397.426270
	Iteration 11Q: 3 clusters Score -1.005017e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -10050679.000000 Penalty: 5397.426270
	Iteration 12Q: 3 clusters Score -1.005068e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -10051120.000000 Penalty: 5397.426270
	Iteration 13Q: 3 clusters Score -1.005112e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -10051515.000000 Penalty: 5397.426270
	Iteration 14Q: 3 clusters Score -1.005152e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -10051829.000000 Penalty: 5397.426270
	Iteration 15Q: 3 clusters Score -1.005183e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -10052109.000000 Penalty: 5397.426270
	Iteration 16Q: 3 clusters Score -1.005211e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -10052349.000000 Penalty: 5397.426270
	Iteration 17Q: 3 clusters Score -1.005235e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -10052517.000000 Penalty: 5397.426270
	Iteration 18Q: 3 clusters Score -1.005252e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -10052642.000000 Penalty: 5397.426270
	Iteration 19Q: 3 clusters Score -1.005264e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34569 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -10052728.000000 Penalty: 5397.426270
	Iteration 20F: 3 clusters Score -1.005273e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34637 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -10052805.000000 Penalty: 5397.426270
	Iteration 21Q: 3 clusters Score -1.00528e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -10052808.000000 Penalty: 5397.426270
	Iteration 22Q: 3 clusters Score -1.005281e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -10052825.000000 Penalty: 5397.426270
	Iteration 23Q: 3 clusters Score -1.005282e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -10052903.000000 Penalty: 5397.426270
	Iteration 24Q: 3 clusters Score -1.00529e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -10052921.000000 Penalty: 5397.426270
	Iteration 25Q: 3 clusters Score -1.005292e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -10052918.000000 Penalty: 5397.426270
	Iteration 26Q: 3 clusters Score -1.005292e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -10052916.000000 Penalty: 5397.426270
	Iteration 27Q: 3 clusters Score -1.005292e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -10052910.000000 Penalty: 5397.426270
	Iteration 28Q: 3 clusters Score -1.005291e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -10052930.000000 Penalty: 5397.426270
	Iteration 29Q: 3 clusters Score -1.005293e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -10052931.000000 Penalty: 5397.426270
	Iteration 30Q: 3 clusters Score -1.005293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -10052930.000000 Penalty: 5397.426270
	Iteration 31Q: 3 clusters Score -1.005293e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -10052946.000000 Penalty: 5397.426270
	Iteration 32Q: 3 clusters Score -1.005295e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -10052950.000000 Penalty: 5397.426270
	Iteration 33Q: 3 clusters Score -1.005295e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -10052981.000000 Penalty: 5397.426270
	Iteration 34Q: 3 clusters Score -1.005298e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -10052992.000000 Penalty: 5397.426270
	Iteration 35Q: 3 clusters Score -1.005299e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -10052971.000000 Penalty: 5397.426270
	Iteration 36Q: 3 clusters Score -1.005297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -10052977.000000 Penalty: 5397.426270
	Iteration 37Q: 3 clusters Score -1.005298e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -10052984.000000 Penalty: 5397.426270
	Iteration 38Q: 3 clusters Score -1.005298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -10052991.000000 Penalty: 5397.426270
	Iteration 39Q: 3 clusters Score -1.005299e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -10052974.000000 Penalty: 5397.426270
	Iteration 40F: 3 clusters Score -1.005297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -10052978.000000 Penalty: 5397.426270
	Iteration 41Q: 3 clusters Score -1.005298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -10052981.000000 Penalty: 5397.426270
	Iteration 42Q: 3 clusters Score -1.005298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -10052986.000000 Penalty: 5397.426270
	Iteration 43Q: 3 clusters Score -1.005299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -10052984.000000 Penalty: 5397.426270
	Iteration 44Q: 3 clusters Score -1.005298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -10052987.000000 Penalty: 5397.426270
	Iteration 45Q: 3 clusters Score -1.005299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -10052991.000000 Penalty: 5397.426270
	Iteration 46Q: 3 clusters Score -1.005299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -10052988.000000 Penalty: 5397.426270
	Iteration 47Q: 3 clusters Score -1.005299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -10052989.000000 Penalty: 5397.426270
	Iteration 48Q: 3 clusters Score -1.005299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -10052983.000000 Penalty: 5397.426270
	Iteration 49Q: 3 clusters Score -1.005298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -10052984.000000 Penalty: 5397.426270
	Iteration 50Q: 3 clusters Score -1.005298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -10052992.000000 Penalty: 5397.426270
	Iteration 51Q: 3 clusters Score -1.005299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -10052991.000000 Penalty: 5397.426270
	Iteration 52Q: 3 clusters Score -1.005299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -10052988.000000 Penalty: 5397.426270
	Iteration 53Q: 3 clusters Score -1.005299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -10052996.000000 Penalty: 5397.426270
	Iteration 54Q: 3 clusters Score -1.0053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -10052996.000000 Penalty: 5397.426270
	Iteration 55Q: 3 clusters Score -1.0053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -10052975.000000 Penalty: 5397.426270
	Iteration 56Q: 3 clusters Score -1.005298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -10052976.000000 Penalty: 5397.426270
	Iteration 57Q: 3 clusters Score -1.005298e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -10052970.000000 Penalty: 5397.426270
	Iteration 58Q: 3 clusters Score -1.005297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10052987.000000 Penalty: 5397.426270
	Iteration 59Q: 3 clusters Score -1.005299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -10052981.000000 Penalty: 5397.426270
	Iteration 60F: 3 clusters Score -1.005298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -10052992.000000 Penalty: 5397.426270
	Iteration 61Q: 3 clusters Score -1.005299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -10052982.000000 Penalty: 5397.426270
	Iteration 62Q: 3 clusters Score -1.005298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -10052986.000000 Penalty: 5397.426270
	Iteration 63Q: 3 clusters Score -1.005299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -10052981.000000 Penalty: 5397.426270
	Iteration 64Q: 3 clusters Score -1.005298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -10052979.000000 Penalty: 5397.426270
	Iteration 65Q: 3 clusters Score -1.005298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -10052986.000000 Penalty: 5397.426270
	Iteration 66Q: 3 clusters Score -1.005299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10052987.000000 Penalty: 5397.426270
	Iteration 67Q: 3 clusters Score -1.005299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -10052981.000000 Penalty: 5397.426270
	Iteration 68Q: 3 clusters Score -1.005298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10052989.000000 Penalty: 5397.426270
	Iteration 69Q: 3 clusters Score -1.005299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -10052989.000000 Penalty: 5397.426270
	Iteration 70Q: 3 clusters Score -1.005299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -10052987.000000 Penalty: 5397.426270
	Iteration 71Q: 3 clusters Score -1.005299e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -10052982.000000 Penalty: 5397.426270
	Iteration 72Q: 3 clusters Score -1.005298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -10052989.000000 Penalty: 5397.426270
	Iteration 73Q: 3 clusters Score -1.005299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -10052987.000000 Penalty: 5397.426270
	Iteration 74Q: 3 clusters Score -1.005299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -10052984.000000 Penalty: 5397.426270
	Iteration 75Q: 3 clusters Score -1.005298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -10052985.000000 Penalty: 5397.426270
	Iteration 76Q: 3 clusters Score -1.005298e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -10052985.000000 Penalty: 5397.426270
	Iteration 77Q: 3 clusters Score -1.005298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -10052985.000000 Penalty: 5397.426270
	Iteration 78Q: 3 clusters Score -1.005298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10052991.000000 Penalty: 5397.426270
	Iteration 79Q: 3 clusters Score -1.005299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10052991.000000 Penalty: 5397.426270
	Iteration 80F: 3 clusters Score -1.005299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Entering Unmasked Estep 
Score: -5154023.000000 Penalty: 2535.086426
	Iteration 0F: 2 clusters Score -5154023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -5134993.000000 Penalty: 5070.172852
	Iteration 0F: 3 clusters Score -5134993 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5141676.000000 Penalty: 5070.172852
	Iteration 1F: 3 clusters Score -5141676 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5142073.500000 Penalty: 5070.172852
	Iteration 2Q: 3 clusters Score -5142074 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5142385.000000 Penalty: 5070.172852
	Iteration 3Q: 3 clusters Score -5142385 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -5142631.000000 Penalty: 5070.172852
	Iteration 4Q: 3 clusters Score -5142631 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5142836.500000 Penalty: 5070.172852
	Iteration 5Q: 3 clusters Score -5142836 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5143038.000000 Penalty: 5070.172852
	Iteration 6Q: 3 clusters Score -5143038 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -5143262.000000 Penalty: 5070.172852
	Iteration 7Q: 3 clusters Score -5143262 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5143545.000000 Penalty: 5070.172852
	Iteration 8Q: 3 clusters Score -5143545 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -5143960.000000 Penalty: 5070.172852
	Iteration 9Q: 3 clusters Score -5143960 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -5144565.500000 Penalty: 5070.172852
	Iteration 10Q: 3 clusters Score -5144566 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5145498.500000 Penalty: 5070.172852
	Iteration 11F: 3 clusters Score -5145498 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -5146802.000000 Penalty: 5070.172852
	Iteration 12F: 3 clusters Score -5146802 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -5148266.500000 Penalty: 5070.172852
	Iteration 13F: 3 clusters Score -5148266 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5149488.000000 Penalty: 5070.172852
	Iteration 14F: 3 clusters Score -5149488 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5150346.500000 Penalty: 5070.172852
	Iteration 15Q: 3 clusters Score -5150346 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5150883.000000 Penalty: 5070.172852
	Iteration 16Q: 3 clusters Score -5150883 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -5151236.500000 Penalty: 5070.172852
	Iteration 17Q: 3 clusters Score -5151236 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5151407.000000 Penalty: 5070.172852
	Iteration 18Q: 3 clusters Score -5151407 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5151494.000000 Penalty: 5070.172852
	Iteration 19Q: 3 clusters Score -5151494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5151554.500000 Penalty: 5070.172852
	Iteration 20F: 3 clusters Score -5151554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5151610.500000 Penalty: 5070.172852
	Iteration 21Q: 3 clusters Score -5151610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -5151643.000000 Penalty: 5070.172852
	Iteration 22Q: 3 clusters Score -5151643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5151670.500000 Penalty: 5070.172852
	Iteration 23Q: 3 clusters Score -5151670 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5151693.000000 Penalty: 5070.172852
	Iteration 24Q: 3 clusters Score -5151693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5151712.500000 Penalty: 5070.172852
	Iteration 25Q: 3 clusters Score -5151712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5151718.000000 Penalty: 5070.172852
	Iteration 26Q: 3 clusters Score -5151718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5151724.500000 Penalty: 5070.172852
	Iteration 27Q: 3 clusters Score -5151724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5151747.000000 Penalty: 5070.172852
	Iteration 28Q: 3 clusters Score -5151747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5151760.500000 Penalty: 5070.172852
	Iteration 29Q: 3 clusters Score -5151760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5151764.000000 Penalty: 5070.172852
	Iteration 30Q: 3 clusters Score -5151764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -5151777.500000 Penalty: 5070.172852
	Iteration 31Q: 3 clusters Score -5151778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5151782.000000 Penalty: 5070.172852
	Iteration 32Q: 3 clusters Score -5151782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5151792.000000 Penalty: 5070.172852
	Iteration 33Q: 3 clusters Score -5151792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5151808.000000 Penalty: 5070.172852
	Iteration 34Q: 3 clusters Score -5151808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5151808.500000 Penalty: 5070.172852
	Iteration 35Q: 3 clusters Score -5151808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5151809.500000 Penalty: 5070.172852
	Iteration 36Q: 3 clusters Score -5151810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5151816.500000 Penalty: 5070.172852
	Iteration 37Q: 3 clusters Score -5151816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5151830.000000 Penalty: 5070.172852
	Iteration 38Q: 3 clusters Score -5151830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5151841.000000 Penalty: 5070.172852
	Iteration 39Q: 3 clusters Score -5151841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5151838.000000 Penalty: 5070.172852
	Iteration 40F: 3 clusters Score -5151838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5151835.500000 Penalty: 5070.172852
	Iteration 41Q: 3 clusters Score -5151836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5151836.000000 Penalty: 5070.172852
	Iteration 42Q: 3 clusters Score -5151836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5151837.500000 Penalty: 5070.172852
	Iteration 43Q: 3 clusters Score -5151838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5151842.000000 Penalty: 5070.172852
	Iteration 44Q: 3 clusters Score -5151842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -5151842.000000 Penalty: 5070.172852
	Iteration 45F: 3 clusters Score -5151842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Entering Unmasked Estep 
Score: -9731948.000000 Penalty: 2690.986816
	Iteration 0F: 2 clusters Score -9731948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -9701839.000000 Penalty: 5381.973633
	Iteration 0F: 3 clusters Score -9701839 nChanged 23964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -9715619.000000 Penalty: 5381.973633
	Iteration 1F: 3 clusters Score -9715619 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -9716311.000000 Penalty: 5381.973633
	Iteration 2Q: 3 clusters Score -9716311 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -9717251.000000 Penalty: 5381.973633
	Iteration 3Q: 3 clusters Score -9717251 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -9718678.000000 Penalty: 5381.973633
	Iteration 4F: 3 clusters Score -9718678 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -9720769.000000 Penalty: 5381.973633
	Iteration 5F: 3 clusters Score -9720769 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -9723932.000000 Penalty: 5381.973633
	Iteration 6F: 3 clusters Score -9723932 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -9727009.000000 Penalty: 5381.973633
	Iteration 7F: 3 clusters Score -9727009 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -9728631.000000 Penalty: 5381.973633
	Iteration 8F: 3 clusters Score -9728631 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9729229.000000 Penalty: 5381.973633
	Iteration 9Q: 3 clusters Score -9729229 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9729447.000000 Penalty: 5381.973633
	Iteration 10Q: 3 clusters Score -9729447 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50919 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9729616.000000 Penalty: 5381.973633
	Iteration 11Q: 3 clusters Score -9729616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9729675.000000 Penalty: 5381.973633
	Iteration 12Q: 3 clusters Score -9729675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9729716.000000 Penalty: 5381.973633
	Iteration 13Q: 3 clusters Score -9729716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9729738.000000 Penalty: 5381.973633
	Iteration 14Q: 3 clusters Score -9729738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9729750.000000 Penalty: 5381.973633
	Iteration 15Q: 3 clusters Score -9729750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9729776.000000 Penalty: 5381.973633
	Iteration 16Q: 3 clusters Score -9729776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9729789.000000 Penalty: 5381.973633
	Iteration 17Q: 3 clusters Score -9729789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9729789.000000 Penalty: 5381.973633
	Iteration 18Q: 3 clusters Score -9729789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9729784.000000 Penalty: 5381.973633
	Iteration 19Q: 3 clusters Score -9729784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9729790.000000 Penalty: 5381.973633
	Iteration 20F: 3 clusters Score -9729790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9729795.000000 Penalty: 5381.973633
	Iteration 21Q: 3 clusters Score -9729795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9729806.000000 Penalty: 5381.973633
	Iteration 22Q: 3 clusters Score -9729806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9729807.000000 Penalty: 5381.973633
	Iteration 23Q: 3 clusters Score -9729807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9729804.000000 Penalty: 5381.973633
	Iteration 24Q: 3 clusters Score -9729804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9729806.000000 Penalty: 5381.973633
	Iteration 25Q: 3 clusters Score -9729806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9729813.000000 Penalty: 5381.973633
	Iteration 26Q: 3 clusters Score -9729813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9729813.000000 Penalty: 5381.973633
	Iteration 27F: 3 clusters Score -9729813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Entering Unmasked Estep 
Score: -9941152.000000 Penalty: 2696.606689
	Iteration 0F: 2 clusters Score -9941152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -9910203.000000 Penalty: 5393.213379
	Iteration 0F: 3 clusters Score -9910203 nChanged 24505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -9923697.000000 Penalty: 5393.213379
	Iteration 1F: 3 clusters Score -9923697 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -9924288.000000 Penalty: 5393.213379
	Iteration 2Q: 3 clusters Score -9924288 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -9924936.000000 Penalty: 5393.213379
	Iteration 3Q: 3 clusters Score -9924936 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -9925680.000000 Penalty: 5393.213379
	Iteration 4Q: 3 clusters Score -9925680 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -9926458.000000 Penalty: 5393.213379
	Iteration 5Q: 3 clusters Score -9926458 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -9927391.000000 Penalty: 5393.213379
	Iteration 6Q: 3 clusters Score -9927391 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -9928312.000000 Penalty: 5393.213379
	Iteration 7Q: 3 clusters Score -9928312 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -9929186.000000 Penalty: 5393.213379
	Iteration 8Q: 3 clusters Score -9929186 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -9930213.000000 Penalty: 5393.213379
	Iteration 9Q: 3 clusters Score -9930213 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -9931391.000000 Penalty: 5393.213379
	Iteration 10Q: 3 clusters Score -9931391 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -9932753.000000 Penalty: 5393.213379
	Iteration 11Q: 3 clusters Score -9932753 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -9934257.000000 Penalty: 5393.213379
	Iteration 12Q: 3 clusters Score -9934257 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -9935727.000000 Penalty: 5393.213379
	Iteration 13Q: 3 clusters Score -9935727 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -9936901.000000 Penalty: 5393.213379
	Iteration 14Q: 3 clusters Score -9936901 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46832 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -9937408.000000 Penalty: 5393.213379
	Iteration 15Q: 3 clusters Score -9937408 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -9938182.000000 Penalty: 5393.213379
	Iteration 16Q: 3 clusters Score -9938182 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -9938613.000000 Penalty: 5393.213379
	Iteration 17Q: 3 clusters Score -9938613 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9938808.000000 Penalty: 5393.213379
	Iteration 18Q: 3 clusters Score -9938808 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9938860.000000 Penalty: 5393.213379
	Iteration 19Q: 3 clusters Score -9938860 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9938884.000000 Penalty: 5393.213379
	Iteration 20F: 3 clusters Score -9938884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9938951.000000 Penalty: 5393.213379
	Iteration 21Q: 3 clusters Score -9938951 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9938981.000000 Penalty: 5393.213379
	Iteration 22Q: 3 clusters Score -9938981 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9938999.000000 Penalty: 5393.213379
	Iteration 23Q: 3 clusters Score -9938999 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -9939019.000000 Penalty: 5393.213379
	Iteration 24Q: 3 clusters Score -9939019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9939019.000000 Penalty: 5393.213379
	Iteration 25Q: 3 clusters Score -9939019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9939028.000000 Penalty: 5393.213379
	Iteration 26Q: 3 clusters Score -9939028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9939035.000000 Penalty: 5393.213379
	Iteration 27Q: 3 clusters Score -9939035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9939047.000000 Penalty: 5393.213379
	Iteration 28Q: 3 clusters Score -9939047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9939047.000000 Penalty: 5393.213379
	Iteration 29Q: 3 clusters Score -9939047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9939052.000000 Penalty: 5393.213379
	Iteration 30Q: 3 clusters Score -9939052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9939063.000000 Penalty: 5393.213379
	Iteration 31Q: 3 clusters Score -9939063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9939058.000000 Penalty: 5393.213379
	Iteration 32Q: 3 clusters Score -9939058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9939058.000000 Penalty: 5393.213379
	Iteration 33F: 3 clusters Score -9939058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Entering Unmasked Estep 
Score: -6375542.500000 Penalty: 2589.911621
	Iteration 0F: 2 clusters Score -6375542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -6352260.000000 Penalty: 5179.823242
	Iteration 0F: 3 clusters Score -6352260 nChanged 15547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -6360562.500000 Penalty: 5179.823242
	Iteration 1F: 3 clusters Score -6360562 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6361003.000000 Penalty: 5179.823242
	Iteration 2Q: 3 clusters Score -6361003 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -6361479.500000 Penalty: 5179.823242
	Iteration 3Q: 3 clusters Score -6361480 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -6362053.500000 Penalty: 5179.823242
	Iteration 4Q: 3 clusters Score -6362054 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -6362778.500000 Penalty: 5179.823242
	Iteration 5Q: 3 clusters Score -6362778 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -6363632.500000 Penalty: 5179.823242
	Iteration 6Q: 3 clusters Score -6363632 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -6364584.500000 Penalty: 5179.823242
	Iteration 7F: 3 clusters Score -6364584 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -6365649.000000 Penalty: 5179.823242
	Iteration 8F: 3 clusters Score -6365649 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -6366853.500000 Penalty: 5179.823242
	Iteration 9F: 3 clusters Score -6366854 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6367972.500000 Penalty: 5179.823242
	Iteration 10F: 3 clusters Score -6367972 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -6368813.500000 Penalty: 5179.823242
	Iteration 11Q: 3 clusters Score -6368814 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -6369369.000000 Penalty: 5179.823242
	Iteration 12Q: 3 clusters Score -6369369 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -6369698.000000 Penalty: 5179.823242
	Iteration 13Q: 3 clusters Score -6369698 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -6369899.500000 Penalty: 5179.823242
	Iteration 14Q: 3 clusters Score -6369900 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6370107.500000 Penalty: 5179.823242
	Iteration 15Q: 3 clusters Score -6370108 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -6370267.000000 Penalty: 5179.823242
	Iteration 16Q: 3 clusters Score -6370267 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6370462.500000 Penalty: 5179.823242
	Iteration 17Q: 3 clusters Score -6370462 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -6370683.000000 Penalty: 5179.823242
	Iteration 18Q: 3 clusters Score -6370683 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -6370915.000000 Penalty: 5179.823242
	Iteration 19Q: 3 clusters Score -6370915 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -6371203.000000 Penalty: 5179.823242
	Iteration 20F: 3 clusters Score -6371203 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6371453.000000 Penalty: 5179.823242
	Iteration 21Q: 3 clusters Score -6371453 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -6371717.000000 Penalty: 5179.823242
	Iteration 22Q: 3 clusters Score -6371717 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6371923.000000 Penalty: 5179.823242
	Iteration 23Q: 3 clusters Score -6371923 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -6372123.000000 Penalty: 5179.823242
	Iteration 24Q: 3 clusters Score -6372123 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6372371.000000 Penalty: 5179.823242
	Iteration 25Q: 3 clusters Score -6372371 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -6372556.500000 Penalty: 5179.823242
	Iteration 26Q: 3 clusters Score -6372556 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -6372725.500000 Penalty: 5179.823242
	Iteration 27Q: 3 clusters Score -6372726 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -6372888.500000 Penalty: 5179.823242
	Iteration 28Q: 3 clusters Score -6372888 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -6373049.500000 Penalty: 5179.823242
	Iteration 29Q: 3 clusters Score -6373050 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 28201 members 
Entering Unmasked Estep 
Score: -6373144.500000 Penalty: 5179.823242
	Iteration 30Q: 3 clusters Score -6373144 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -6373251.500000 Penalty: 5179.823242
	Iteration 31Q: 3 clusters Score -6373252 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -6373342.000000 Penalty: 5179.823242
	Iteration 32Q: 3 clusters Score -6373342 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6373417.500000 Penalty: 5179.823242
	Iteration 33Q: 3 clusters Score -6373418 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -6373476.000000 Penalty: 5179.823242
	Iteration 34Q: 3 clusters Score -6373476 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6373526.000000 Penalty: 5179.823242
	Iteration 35Q: 3 clusters Score -6373526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6373583.500000 Penalty: 5179.823242
	Iteration 36Q: 3 clusters Score -6373584 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -6373626.000000 Penalty: 5179.823242
	Iteration 37Q: 3 clusters Score -6373626 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -6373677.000000 Penalty: 5179.823242
	Iteration 38Q: 3 clusters Score -6373677 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -6373713.000000 Penalty: 5179.823242
	Iteration 39Q: 3 clusters Score -6373713 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -6373743.000000 Penalty: 5179.823242
	Iteration 40F: 3 clusters Score -6373743 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -6373794.000000 Penalty: 5179.823242
	Iteration 41Q: 3 clusters Score -6373794 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -6373827.500000 Penalty: 5179.823242
	Iteration 42Q: 3 clusters Score -6373828 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -6373866.500000 Penalty: 5179.823242
	Iteration 43Q: 3 clusters Score -6373866 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -6373889.500000 Penalty: 5179.823242
	Iteration 44Q: 3 clusters Score -6373890 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -6373911.500000 Penalty: 5179.823242
	Iteration 45Q: 3 clusters Score -6373912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -6373939.500000 Penalty: 5179.823242
	Iteration 46Q: 3 clusters Score -6373940 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -6373971.500000 Penalty: 5179.823242
	Iteration 47Q: 3 clusters Score -6373972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -6373988.000000 Penalty: 5179.823242
	Iteration 48Q: 3 clusters Score -6373988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -6374005.000000 Penalty: 5179.823242
	Iteration 49Q: 3 clusters Score -6374005 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -6374011.500000 Penalty: 5179.823242
	Iteration 50Q: 3 clusters Score -6374012 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -6374017.500000 Penalty: 5179.823242
	Iteration 51Q: 3 clusters Score -6374018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -6374023.000000 Penalty: 5179.823242
	Iteration 52Q: 3 clusters Score -6374023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -6374037.500000 Penalty: 5179.823242
	Iteration 53Q: 3 clusters Score -6374038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -6374058.000000 Penalty: 5179.823242
	Iteration 54Q: 3 clusters Score -6374058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -6374055.500000 Penalty: 5179.823242
	Iteration 55Q: 3 clusters Score -6374056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -6374071.000000 Penalty: 5179.823242
	Iteration 56Q: 3 clusters Score -6374071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -6374064.500000 Penalty: 5179.823242
	Iteration 57Q: 3 clusters Score -6374064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -6374063.000000 Penalty: 5179.823242
	Iteration 58Q: 3 clusters Score -6374063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -6374070.500000 Penalty: 5179.823242
	Iteration 59Q: 3 clusters Score -6374070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6374077.000000 Penalty: 5179.823242
	Iteration 60F: 3 clusters Score -6374077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -6374086.500000 Penalty: 5179.823242
	Iteration 61Q: 3 clusters Score -6374086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -6374087.500000 Penalty: 5179.823242
	Iteration 62Q: 3 clusters Score -6374088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -6374089.000000 Penalty: 5179.823242
	Iteration 63Q: 3 clusters Score -6374089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -6374080.500000 Penalty: 5179.823242
	Iteration 64Q: 3 clusters Score -6374080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6374088.000000 Penalty: 5179.823242
	Iteration 65Q: 3 clusters Score -6374088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -6374084.500000 Penalty: 5179.823242
	Iteration 66Q: 3 clusters Score -6374084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -6374079.000000 Penalty: 5179.823242
	Iteration 67Q: 3 clusters Score -6374079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -6374081.500000 Penalty: 5179.823242
	Iteration 68Q: 3 clusters Score -6374082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -6374080.500000 Penalty: 5179.823242
	Iteration 69Q: 3 clusters Score -6374080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6374076.000000 Penalty: 5179.823242
	Iteration 70Q: 3 clusters Score -6374076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6374082.500000 Penalty: 5179.823242
	Iteration 71Q: 3 clusters Score -6374082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -6374084.500000 Penalty: 5179.823242
	Iteration 72Q: 3 clusters Score -6374084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -6374087.000000 Penalty: 5179.823242
	Iteration 73Q: 3 clusters Score -6374087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -6374088.500000 Penalty: 5179.823242
	Iteration 74Q: 3 clusters Score -6374088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -6374098.000000 Penalty: 5179.823242
	Iteration 75Q: 3 clusters Score -6374098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -6374096.000000 Penalty: 5179.823242
	Iteration 76Q: 3 clusters Score -6374096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -6374091.000000 Penalty: 5179.823242
	Iteration 77Q: 3 clusters Score -6374091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -6374101.500000 Penalty: 5179.823242
	Iteration 78Q: 3 clusters Score -6374102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6374106.500000 Penalty: 5179.823242
	Iteration 79Q: 3 clusters Score -6374106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -6374112.500000 Penalty: 5179.823242
	Iteration 80F: 3 clusters Score -6374112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -6374116.500000 Penalty: 5179.823242
	Iteration 81Q: 3 clusters Score -6374116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -6374110.500000 Penalty: 5179.823242
	Iteration 82Q: 3 clusters Score -6374110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -6374104.500000 Penalty: 5179.823242
	Iteration 83Q: 3 clusters Score -6374104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -6374100.500000 Penalty: 5179.823242
	Iteration 84Q: 3 clusters Score -6374100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -6374109.500000 Penalty: 5179.823242
	Iteration 85Q: 3 clusters Score -6374110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -6374113.000000 Penalty: 5179.823242
	Iteration 86Q: 3 clusters Score -6374113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -6374116.500000 Penalty: 5179.823242
	Iteration 87Q: 3 clusters Score -6374116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -6374118.000000 Penalty: 5179.823242
	Iteration 88Q: 3 clusters Score -6374118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -6374113.000000 Penalty: 5179.823242
	Iteration 89Q: 3 clusters Score -6374113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -6374118.000000 Penalty: 5179.823242
	Iteration 90Q: 3 clusters Score -6374118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -6374122.500000 Penalty: 5179.823242
	Iteration 91Q: 3 clusters Score -6374122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -6374125.500000 Penalty: 5179.823242
	Iteration 92Q: 3 clusters Score -6374126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -6374119.000000 Penalty: 5179.823242
	Iteration 93Q: 3 clusters Score -6374119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6374125.500000 Penalty: 5179.823242
	Iteration 94Q: 3 clusters Score -6374126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6374136.500000 Penalty: 5179.823242
	Iteration 95Q: 3 clusters Score -6374136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -6374135.000000 Penalty: 5179.823242
	Iteration 96Q: 3 clusters Score -6374135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6374137.500000 Penalty: 5179.823242
	Iteration 97Q: 3 clusters Score -6374138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -6374136.500000 Penalty: 5179.823242
	Iteration 98Q: 3 clusters Score -6374136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6374149.000000 Penalty: 5179.823242
	Iteration 99Q: 3 clusters Score -6374149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -6374149.000000 Penalty: 5179.823242
	Iteration 100F: 3 clusters Score -6374149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -6374155.000000 Penalty: 5179.823242
	Iteration 101Q: 3 clusters Score -6374155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 31512 members 
Entering Unmasked Estep 
Score: -6374154.000000 Penalty: 5179.823242
	Iteration 102Q: 3 clusters Score -6374154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -6374154.500000 Penalty: 5179.823242
	Iteration 103Q: 3 clusters Score -6374154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -6374153.000000 Penalty: 5179.823242
	Iteration 104Q: 3 clusters Score -6374153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -6374154.000000 Penalty: 5179.823242
	Iteration 105Q: 3 clusters Score -6374154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6374154.000000 Penalty: 5179.823242
	Iteration 106Q: 3 clusters Score -6374154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -6374153.500000 Penalty: 5179.823242
	Iteration 107Q: 3 clusters Score -6374154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -6374158.500000 Penalty: 5179.823242
	Iteration 108Q: 3 clusters Score -6374158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -6374157.000000 Penalty: 5179.823242
	Iteration 109Q: 3 clusters Score -6374157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -6374157.000000 Penalty: 5179.823242
	Iteration 110Q: 3 clusters Score -6374157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -6374162.000000 Penalty: 5179.823242
	Iteration 111Q: 3 clusters Score -6374162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -6374165.500000 Penalty: 5179.823242
	Iteration 112Q: 3 clusters Score -6374166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -6374165.500000 Penalty: 5179.823242
	Iteration 113F: 3 clusters Score -6374166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Entering Unmasked Estep 
Score: -8996214.000000 Penalty: 2672.927979
	Iteration 0F: 2 clusters Score -8996214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8966373.000000 Penalty: 5345.855957
	Iteration 0F: 3 clusters Score -8966373 nChanged 22060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -8978395.000000 Penalty: 5345.855957
	Iteration 1F: 3 clusters Score -8978395 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -8978839.000000 Penalty: 5345.855957
	Iteration 2Q: 3 clusters Score -8978839 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -8979109.000000 Penalty: 5345.855957
	Iteration 3Q: 3 clusters Score -8979109 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8979428.000000 Penalty: 5345.855957
	Iteration 4Q: 3 clusters Score -8979428 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -8979748.000000 Penalty: 5345.855957
	Iteration 5Q: 3 clusters Score -8979748 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -8980146.000000 Penalty: 5345.855957
	Iteration 6Q: 3 clusters Score -8980146 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -8980724.000000 Penalty: 5345.855957
	Iteration 7Q: 3 clusters Score -8980724 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -8981648.000000 Penalty: 5345.855957
	Iteration 8Q: 3 clusters Score -8981648 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -8983006.000000 Penalty: 5345.855957
	Iteration 9F: 3 clusters Score -8983006 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -8985005.000000 Penalty: 5345.855957
	Iteration 10F: 3 clusters Score -8985005 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -8987432.000000 Penalty: 5345.855957
	Iteration 11F: 3 clusters Score -8987432 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -8989671.000000 Penalty: 5345.855957
	Iteration 12F: 3 clusters Score -8989671 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8991261.000000 Penalty: 5345.855957
	Iteration 13Q: 3 clusters Score -8991261 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -8992063.000000 Penalty: 5345.855957
	Iteration 14Q: 3 clusters Score -8992063 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -8992482.000000 Penalty: 5345.855957
	Iteration 15Q: 3 clusters Score -8992482 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -8992774.000000 Penalty: 5345.855957
	Iteration 16Q: 3 clusters Score -8992774 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8992951.000000 Penalty: 5345.855957
	Iteration 17Q: 3 clusters Score -8992951 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -8993100.000000 Penalty: 5345.855957
	Iteration 18Q: 3 clusters Score -8993100 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -8993244.000000 Penalty: 5345.855957
	Iteration 19Q: 3 clusters Score -8993244 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -8993333.000000 Penalty: 5345.855957
	Iteration 20F: 3 clusters Score -8993333 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -8993435.000000 Penalty: 5345.855957
	Iteration 21Q: 3 clusters Score -8993435 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8993527.000000 Penalty: 5345.855957
	Iteration 22Q: 3 clusters Score -8993527 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8993631.000000 Penalty: 5345.855957
	Iteration 23Q: 3 clusters Score -8993631 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -8993757.000000 Penalty: 5345.855957
	Iteration 24Q: 3 clusters Score -8993757 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8993869.000000 Penalty: 5345.855957
	Iteration 25Q: 3 clusters Score -8993869 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -8994020.000000 Penalty: 5345.855957
	Iteration 26Q: 3 clusters Score -8994020 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8994116.000000 Penalty: 5345.855957
	Iteration 27Q: 3 clusters Score -8994116 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -8994168.000000 Penalty: 5345.855957
	Iteration 28Q: 3 clusters Score -8994168 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -8994260.000000 Penalty: 5345.855957
	Iteration 29Q: 3 clusters Score -8994260 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8994365.000000 Penalty: 5345.855957
	Iteration 30Q: 3 clusters Score -8994365 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8994436.000000 Penalty: 5345.855957
	Iteration 31Q: 3 clusters Score -8994436 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8994512.000000 Penalty: 5345.855957
	Iteration 32Q: 3 clusters Score -8994512 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8994548.000000 Penalty: 5345.855957
	Iteration 33Q: 3 clusters Score -8994548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8994521.000000 Penalty: 5345.855957
	Iteration 34Q: 3 clusters Score -8994521 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
Score: -8994548.000000 Penalty: 5345.855957
	Iteration 35Q: 3 clusters Score -8994548 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8994553.000000 Penalty: 5345.855957
	Iteration 36Q: 3 clusters Score -8994553 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8994577.000000 Penalty: 5345.855957
	Iteration 37Q: 3 clusters Score -8994577 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -8994530.000000 Penalty: 5345.855957
	Iteration 38Q: 3 clusters Score -8994530 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8994530.000000 Penalty: 5345.855957
	Iteration 39Q: 3 clusters Score -8994530 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -8994492.000000 Penalty: 5345.855957
	Iteration 40F: 3 clusters Score -8994492 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -8994487.000000 Penalty: 5345.855957
	Iteration 41Q: 3 clusters Score -8994487 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 46794 members 
Entering Unmasked Estep 
Score: -8994474.000000 Penalty: 5345.855957
	Iteration 42Q: 3 clusters Score -8994474 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -8994435.000000 Penalty: 5345.855957
	Iteration 43Q: 3 clusters Score -8994435 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8994419.000000 Penalty: 5345.855957
	Iteration 44Q: 3 clusters Score -8994419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -8994416.000000 Penalty: 5345.855957
	Iteration 45Q: 3 clusters Score -8994416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47079 members 
Entering Unmasked Estep 
Score: -8994398.000000 Penalty: 5345.855957
	Iteration 46Q: 3 clusters Score -8994398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8994390.000000 Penalty: 5345.855957
	Iteration 47Q: 3 clusters Score -8994390 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8994391.000000 Penalty: 5345.855957
	Iteration 48Q: 3 clusters Score -8994391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -8994371.000000 Penalty: 5345.855957
	Iteration 49Q: 3 clusters Score -8994371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -8994370.000000 Penalty: 5345.855957
	Iteration 50Q: 3 clusters Score -8994370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -8994356.000000 Penalty: 5345.855957
	Iteration 51Q: 3 clusters Score -8994356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -8994351.000000 Penalty: 5345.855957
	Iteration 52Q: 3 clusters Score -8994351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -8994335.000000 Penalty: 5345.855957
	Iteration 53Q: 3 clusters Score -8994335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47326 members 
Entering Unmasked Estep 
Score: -8994333.000000 Penalty: 5345.855957
	Iteration 54Q: 3 clusters Score -8994333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -8994353.000000 Penalty: 5345.855957
	Iteration 55Q: 3 clusters Score -8994353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8994348.000000 Penalty: 5345.855957
	Iteration 56Q: 3 clusters Score -8994348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -8994343.000000 Penalty: 5345.855957
	Iteration 57Q: 3 clusters Score -8994343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8994340.000000 Penalty: 5345.855957
	Iteration 58Q: 3 clusters Score -8994340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -8994331.000000 Penalty: 5345.855957
	Iteration 59Q: 3 clusters Score -8994331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -8994327.000000 Penalty: 5345.855957
	Iteration 60F: 3 clusters Score -8994327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8994334.000000 Penalty: 5345.855957
	Iteration 61Q: 3 clusters Score -8994334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47376 members 
Entering Unmasked Estep 
Score: -8994335.000000 Penalty: 5345.855957
	Iteration 62Q: 3 clusters Score -8994335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -8994337.000000 Penalty: 5345.855957
	Iteration 63Q: 3 clusters Score -8994337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -8994334.000000 Penalty: 5345.855957
	Iteration 64Q: 3 clusters Score -8994334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8994331.000000 Penalty: 5345.855957
	Iteration 65Q: 3 clusters Score -8994331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -8994331.000000 Penalty: 5345.855957
	Iteration 66F: 3 clusters Score -8994331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -430572.750000 Penalty: 1937.067993
	Iteration 0F: 2 clusters Score -430572.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -427786.125000 Penalty: 3874.135986
	Iteration 0F: 3 clusters Score -427786.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -428741.125000 Penalty: 3874.135986
	Iteration 1F: 3 clusters Score -428741.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -429479.406250 Penalty: 3874.135986
	Iteration 2F: 3 clusters Score -429479.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -430041.531250 Penalty: 3874.135986
	Iteration 3F: 3 clusters Score -430041.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -430415.000000 Penalty: 3874.135986
	Iteration 4F: 3 clusters Score -430415 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -430609.718750 Penalty: 3874.135986
	Iteration 5F: 3 clusters Score -430609.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -430705.156250 Penalty: 3874.135986
	Iteration 6Q: 3 clusters Score -430705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -430758.250000 Penalty: 3874.135986
	Iteration 7Q: 3 clusters Score -430758.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -430868.000000 Penalty: 3874.135986
	Iteration 8Q: 3 clusters Score -430868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -430912.468750 Penalty: 3874.135986
	Iteration 9Q: 3 clusters Score -430912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -430929.812500 Penalty: 3874.135986
	Iteration 10Q: 3 clusters Score -430929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -430936.437500 Penalty: 3874.135986
	Iteration 11Q: 3 clusters Score -430936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -430938.375000 Penalty: 3874.135986
	Iteration 12Q: 3 clusters Score -430938.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -430941.500000 Penalty: 3874.135986
	Iteration 13Q: 3 clusters Score -430941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -430943.343750 Penalty: 3874.135986
	Iteration 14Q: 3 clusters Score -430943.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -430947.156250 Penalty: 3874.135986
	Iteration 15Q: 3 clusters Score -430947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -430948.562500 Penalty: 3874.135986
	Iteration 16Q: 3 clusters Score -430948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -430950.406250 Penalty: 3874.135986
	Iteration 17Q: 3 clusters Score -430950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -430951.406250 Penalty: 3874.135986
	Iteration 18Q: 3 clusters Score -430951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -430951.406250 Penalty: 3874.135986
	Iteration 19F: 3 clusters Score -430951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 46171 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 51573 members 
Mstep: Class 8 contains 52755 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 47951 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36330 members 
Mstep: Class 14 contains 49476 members 
Mstep: Class 15 contains 45226 members 
Mstep: Class 16 contains 62216 members 
Mstep: Class 17 contains 52807 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51789 members 
Mstep: Class 22 contains 23993 members 
Mstep: Class 23 contains 35639 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46629 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 2665 members 
Mstep: Class 30 contains 341 members 
Entering Unmasked Estep 
Score: -137115664.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137116832.000000 to -137115664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -248725.015625 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -248725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -246462.937500 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -246462.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -247039.140625 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -247039.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -247377.890625 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -247377.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -247635.718750 Penalty: 3632.619873
	Iteration 3F: 3 clusters Score -247635.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -247797.546875 Penalty: 3632.619873
	Iteration 4F: 3 clusters Score -247797.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -247895.078125 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -247895.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -247944.546875 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -247944.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -247970.156250 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -247970.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -248004.421875 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -248004.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -248023.062500 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -248023.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -248039.203125 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -248039.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -248050.906250 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -248050.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -248058.593750 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -248058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -248062.203125 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -248062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -248063.734375 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -248063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -248064.203125 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -248064.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -248065.750000 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -248065.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -248067.703125 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -248067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -248068.593750 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -248068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -248068.593750 Penalty: 3632.619873
	Iteration 19F: 3 clusters Score -248068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Entering Unmasked Estep 
Score: -6781994.000000 Penalty: 2604.099121
	Iteration 0F: 2 clusters Score -6781994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -6757591.500000 Penalty: 5208.198242
	Iteration 0F: 3 clusters Score -6757592 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -6766766.500000 Penalty: 5208.198242
	Iteration 1F: 3 clusters Score -6766766 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -6767334.000000 Penalty: 5208.198242
	Iteration 2Q: 3 clusters Score -6767334 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -6768003.000000 Penalty: 5208.198242
	Iteration 3Q: 3 clusters Score -6768003 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6768915.000000 Penalty: 5208.198242
	Iteration 4F: 3 clusters Score -6768915 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -6770066.000000 Penalty: 5208.198242
	Iteration 5F: 3 clusters Score -6770066 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -6771739.000000 Penalty: 5208.198242
	Iteration 6F: 3 clusters Score -6771739 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6773823.500000 Penalty: 5208.198242
	Iteration 7F: 3 clusters Score -6773824 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -6775962.000000 Penalty: 5208.198242
	Iteration 8F: 3 clusters Score -6775962 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -6777707.000000 Penalty: 5208.198242
	Iteration 9F: 3 clusters Score -6777707 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -6778754.500000 Penalty: 5208.198242
	Iteration 10Q: 3 clusters Score -6778754 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -6779257.500000 Penalty: 5208.198242
	Iteration 11Q: 3 clusters Score -6779258 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -6779520.000000 Penalty: 5208.198242
	Iteration 12Q: 3 clusters Score -6779520 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -6779650.500000 Penalty: 5208.198242
	Iteration 13Q: 3 clusters Score -6779650 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -6779722.000000 Penalty: 5208.198242
	Iteration 14Q: 3 clusters Score -6779722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -6779754.500000 Penalty: 5208.198242
	Iteration 15Q: 3 clusters Score -6779754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -6779770.000000 Penalty: 5208.198242
	Iteration 16Q: 3 clusters Score -6779770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -6779791.500000 Penalty: 5208.198242
	Iteration 17Q: 3 clusters Score -6779792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -6779798.000000 Penalty: 5208.198242
	Iteration 18Q: 3 clusters Score -6779798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -6779815.000000 Penalty: 5208.198242
	Iteration 19Q: 3 clusters Score -6779815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -6779821.500000 Penalty: 5208.198242
	Iteration 20F: 3 clusters Score -6779822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -6779825.500000 Penalty: 5208.198242
	Iteration 21Q: 3 clusters Score -6779826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -6779830.000000 Penalty: 5208.198242
	Iteration 22Q: 3 clusters Score -6779830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6779831.500000 Penalty: 5208.198242
	Iteration 23Q: 3 clusters Score -6779832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -6779832.000000 Penalty: 5208.198242
	Iteration 24Q: 3 clusters Score -6779832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -6779836.500000 Penalty: 5208.198242
	Iteration 25Q: 3 clusters Score -6779836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6779839.500000 Penalty: 5208.198242
	Iteration 26Q: 3 clusters Score -6779840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -6779844.500000 Penalty: 5208.198242
	Iteration 27Q: 3 clusters Score -6779844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6779845.000000 Penalty: 5208.198242
	Iteration 28Q: 3 clusters Score -6779845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -6779845.000000 Penalty: 5208.198242
	Iteration 29Q: 3 clusters Score -6779845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6779846.000000 Penalty: 5208.198242
	Iteration 30Q: 3 clusters Score -6779846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -6779846.000000 Penalty: 5208.198242
	Iteration 31F: 3 clusters Score -6779846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (49476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Entering Unmasked Estep 
Score: -9253118.000000 Penalty: 2680.692383
	Iteration 0F: 2 clusters Score -9253118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -9223405.000000 Penalty: 5361.384766
	Iteration 0F: 3 clusters Score -9223405 nChanged 22833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9236134.000000 Penalty: 5361.384766
	Iteration 1F: 3 clusters Score -9236134 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -9236994.000000 Penalty: 5361.384766
	Iteration 2Q: 3 clusters Score -9236994 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9238021.000000 Penalty: 5361.384766
	Iteration 3Q: 3 clusters Score -9238021 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -9239475.000000 Penalty: 5361.384766
	Iteration 4Q: 3 clusters Score -9239475 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -9241307.000000 Penalty: 5361.384766
	Iteration 5F: 3 clusters Score -9241307 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -9243752.000000 Penalty: 5361.384766
	Iteration 6F: 3 clusters Score -9243752 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -9246859.000000 Penalty: 5361.384766
	Iteration 7F: 3 clusters Score -9246859 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -9249980.000000 Penalty: 5361.384766
	Iteration 8F: 3 clusters Score -9249980 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -9251962.000000 Penalty: 5361.384766
	Iteration 9F: 3 clusters Score -9251962 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -9253017.000000 Penalty: 5361.384766
	Iteration 10Q: 3 clusters Score -9253017 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -9253688.000000 Penalty: 5361.384766
	Iteration 11Q: 3 clusters Score -9253688 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -9254147.000000 Penalty: 5361.384766
	Iteration 12Q: 3 clusters Score -9254147 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -9254458.000000 Penalty: 5361.384766
	Iteration 13Q: 3 clusters Score -9254458 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -9254647.000000 Penalty: 5361.384766
	Iteration 14Q: 3 clusters Score -9254647 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -9254728.000000 Penalty: 5361.384766
	Iteration 15Q: 3 clusters Score -9254728 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -9254716.000000 Penalty: 5361.384766
	Iteration 16Q: 3 clusters Score -9254716 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -9254734.000000 Penalty: 5361.384766
	Iteration 17Q: 3 clusters Score -9254734 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -9254741.000000 Penalty: 5361.384766
	Iteration 18Q: 3 clusters Score -9254741 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -9254755.000000 Penalty: 5361.384766
	Iteration 19Q: 3 clusters Score -9254755 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -9254813.000000 Penalty: 5361.384766
	Iteration 20F: 3 clusters Score -9254813 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -9254749.000000 Penalty: 5361.384766
	Iteration 21Q: 3 clusters Score -9254749 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -9254650.000000 Penalty: 5361.384766
	Iteration 22Q: 3 clusters Score -9254650 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -9254590.000000 Penalty: 5361.384766
	Iteration 23Q: 3 clusters Score -9254590 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -9254520.000000 Penalty: 5361.384766
	Iteration 24Q: 3 clusters Score -9254520 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -9254391.000000 Penalty: 5361.384766
	Iteration 25Q: 3 clusters Score -9254391 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -9254268.000000 Penalty: 5361.384766
	Iteration 26Q: 3 clusters Score -9254268 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -9254097.000000 Penalty: 5361.384766
	Iteration 27Q: 3 clusters Score -9254097 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -9253894.000000 Penalty: 5361.384766
	Iteration 28Q: 3 clusters Score -9253894 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -9253720.000000 Penalty: 5361.384766
	Iteration 29Q: 3 clusters Score -9253720 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -9253595.000000 Penalty: 5361.384766
	Iteration 30Q: 3 clusters Score -9253595 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -9253405.000000 Penalty: 5361.384766
	Iteration 31Q: 3 clusters Score -9253405 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -9253283.000000 Penalty: 5361.384766
	Iteration 32Q: 3 clusters Score -9253283 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -9253163.000000 Penalty: 5361.384766
	Iteration 33Q: 3 clusters Score -9253163 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -9253028.000000 Penalty: 5361.384766
	Iteration 34Q: 3 clusters Score -9253028 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9252898.000000 Penalty: 5361.384766
	Iteration 35Q: 3 clusters Score -9252898 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -9252797.000000 Penalty: 5361.384766
	Iteration 36Q: 3 clusters Score -9252797 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -9252743.000000 Penalty: 5361.384766
	Iteration 37Q: 3 clusters Score -9252743 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -9252700.000000 Penalty: 5361.384766
	Iteration 38Q: 3 clusters Score -9252700 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -9252619.000000 Penalty: 5361.384766
	Iteration 39Q: 3 clusters Score -9252619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -9252567.000000 Penalty: 5361.384766
	Iteration 40F: 3 clusters Score -9252567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -9252530.000000 Penalty: 5361.384766
	Iteration 41Q: 3 clusters Score -9252530 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -9252505.000000 Penalty: 5361.384766
	Iteration 42Q: 3 clusters Score -9252505 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -9252462.000000 Penalty: 5361.384766
	Iteration 43Q: 3 clusters Score -9252462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -9252433.000000 Penalty: 5361.384766
	Iteration 44Q: 3 clusters Score -9252433 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -9252444.000000 Penalty: 5361.384766
	Iteration 45Q: 3 clusters Score -9252444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -9252434.000000 Penalty: 5361.384766
	Iteration 46Q: 3 clusters Score -9252434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9252382.000000 Penalty: 5361.384766
	Iteration 47Q: 3 clusters Score -9252382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9252353.000000 Penalty: 5361.384766
	Iteration 48Q: 3 clusters Score -9252353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -9252328.000000 Penalty: 5361.384766
	Iteration 49Q: 3 clusters Score -9252328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9252297.000000 Penalty: 5361.384766
	Iteration 50Q: 3 clusters Score -9252297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -9252281.000000 Penalty: 5361.384766
	Iteration 51Q: 3 clusters Score -9252281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -9252243.000000 Penalty: 5361.384766
	Iteration 52Q: 3 clusters Score -9252243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -9252234.000000 Penalty: 5361.384766
	Iteration 53Q: 3 clusters Score -9252234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9252223.000000 Penalty: 5361.384766
	Iteration 54Q: 3 clusters Score -9252223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -9252210.000000 Penalty: 5361.384766
	Iteration 55Q: 3 clusters Score -9252210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47949 members 
Entering Unmasked Estep 
Score: -9252200.000000 Penalty: 5361.384766
	Iteration 56Q: 3 clusters Score -9252200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -9252189.000000 Penalty: 5361.384766
	Iteration 57Q: 3 clusters Score -9252189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -9252165.000000 Penalty: 5361.384766
	Iteration 58Q: 3 clusters Score -9252165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9252156.000000 Penalty: 5361.384766
	Iteration 59Q: 3 clusters Score -9252156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 48029 members 
Entering Unmasked Estep 
Score: -9252128.000000 Penalty: 5361.384766
	Iteration 60F: 3 clusters Score -9252128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -9252121.000000 Penalty: 5361.384766
	Iteration 61Q: 3 clusters Score -9252121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -9252104.000000 Penalty: 5361.384766
	Iteration 62Q: 3 clusters Score -9252104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -9252101.000000 Penalty: 5361.384766
	Iteration 63Q: 3 clusters Score -9252101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -9252093.000000 Penalty: 5361.384766
	Iteration 64Q: 3 clusters Score -9252093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -9252078.000000 Penalty: 5361.384766
	Iteration 65Q: 3 clusters Score -9252078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -9252074.000000 Penalty: 5361.384766
	Iteration 66Q: 3 clusters Score -9252074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -9252075.000000 Penalty: 5361.384766
	Iteration 67Q: 3 clusters Score -9252075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -9252077.000000 Penalty: 5361.384766
	Iteration 68Q: 3 clusters Score -9252077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -9252071.000000 Penalty: 5361.384766
	Iteration 69Q: 3 clusters Score -9252071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -9252077.000000 Penalty: 5361.384766
	Iteration 70Q: 3 clusters Score -9252077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -9252086.000000 Penalty: 5361.384766
	Iteration 71Q: 3 clusters Score -9252086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -9252071.000000 Penalty: 5361.384766
	Iteration 72Q: 3 clusters Score -9252071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -9252065.000000 Penalty: 5361.384766
	Iteration 73Q: 3 clusters Score -9252065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -9252062.000000 Penalty: 5361.384766
	Iteration 74Q: 3 clusters Score -9252062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -9252058.000000 Penalty: 5361.384766
	Iteration 75Q: 3 clusters Score -9252058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -9252062.000000 Penalty: 5361.384766
	Iteration 76Q: 3 clusters Score -9252062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9252055.000000 Penalty: 5361.384766
	Iteration 77Q: 3 clusters Score -9252055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -9252052.000000 Penalty: 5361.384766
	Iteration 78Q: 3 clusters Score -9252052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 48175 members 
Entering Unmasked Estep 
Score: -9252038.000000 Penalty: 5361.384766
	Iteration 79Q: 3 clusters Score -9252038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9252049.000000 Penalty: 5361.384766
	Iteration 80F: 3 clusters Score -9252049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -9252044.000000 Penalty: 5361.384766
	Iteration 81Q: 3 clusters Score -9252044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9252044.000000 Penalty: 5361.384766
	Iteration 82Q: 3 clusters Score -9252044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -9252033.000000 Penalty: 5361.384766
	Iteration 83Q: 3 clusters Score -9252033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9252040.000000 Penalty: 5361.384766
	Iteration 84Q: 3 clusters Score -9252040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 48213 members 
Entering Unmasked Estep 
Score: -9252036.000000 Penalty: 5361.384766
	Iteration 85Q: 3 clusters Score -9252036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -9252037.000000 Penalty: 5361.384766
	Iteration 86Q: 3 clusters Score -9252037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -9252037.000000 Penalty: 5361.384766
	Iteration 87Q: 3 clusters Score -9252037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -9252041.000000 Penalty: 5361.384766
	Iteration 88Q: 3 clusters Score -9252041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -9252038.000000 Penalty: 5361.384766
	Iteration 89Q: 3 clusters Score -9252038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9252034.000000 Penalty: 5361.384766
	Iteration 90Q: 3 clusters Score -9252034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9252034.000000 Penalty: 5361.384766
	Iteration 91F: 3 clusters Score -9252034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Entering Unmasked Estep 
Score: -8375744.500000 Penalty: 2658.417969
	Iteration 0F: 2 clusters Score -8375744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8345725.000000 Penalty: 5316.835938
	Iteration 0F: 3 clusters Score -8345725 nChanged 20832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -8356978.500000 Penalty: 5316.835938
	Iteration 1F: 3 clusters Score -8356978 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8357468.000000 Penalty: 5316.835938
	Iteration 2Q: 3 clusters Score -8357468 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8357770.500000 Penalty: 5316.835938
	Iteration 3Q: 3 clusters Score -8357770 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8358249.500000 Penalty: 5316.835938
	Iteration 4Q: 3 clusters Score -8358250 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8358697.000000 Penalty: 5316.835938
	Iteration 5Q: 3 clusters Score -8358697 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -8359366.500000 Penalty: 5316.835938
	Iteration 6Q: 3 clusters Score -8359366 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -8360303.500000 Penalty: 5316.835938
	Iteration 7Q: 3 clusters Score -8360304 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8361691.500000 Penalty: 5316.835938
	Iteration 8F: 3 clusters Score -8361692 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -8363826.000000 Penalty: 5316.835938
	Iteration 9F: 3 clusters Score -8363826 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -8366444.500000 Penalty: 5316.835938
	Iteration 10F: 3 clusters Score -8366444 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -8369383.000000 Penalty: 5316.835938
	Iteration 11F: 3 clusters Score -8369383 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -8371619.500000 Penalty: 5316.835938
	Iteration 12F: 3 clusters Score -8371620 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -8372836.500000 Penalty: 5316.835938
	Iteration 13Q: 3 clusters Score -8372836 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -8373326.000000 Penalty: 5316.835938
	Iteration 14Q: 3 clusters Score -8373326 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -8373581.000000 Penalty: 5316.835938
	Iteration 15Q: 3 clusters Score -8373581 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8373744.000000 Penalty: 5316.835938
	Iteration 16Q: 3 clusters Score -8373744 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -8373877.500000 Penalty: 5316.835938
	Iteration 17Q: 3 clusters Score -8373878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -8373957.000000 Penalty: 5316.835938
	Iteration 18Q: 3 clusters Score -8373957 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -8374010.500000 Penalty: 5316.835938
	Iteration 19Q: 3 clusters Score -8374010 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -8374098.000000 Penalty: 5316.835938
	Iteration 20F: 3 clusters Score -8374098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8374144.500000 Penalty: 5316.835938
	Iteration 21Q: 3 clusters Score -8374144 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -8374184.000000 Penalty: 5316.835938
	Iteration 22Q: 3 clusters Score -8374184 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -8374230.500000 Penalty: 5316.835938
	Iteration 23Q: 3 clusters Score -8374230 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8374245.000000 Penalty: 5316.835938
	Iteration 24Q: 3 clusters Score -8374245 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8374249.500000 Penalty: 5316.835938
	Iteration 25Q: 3 clusters Score -8374250 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -8374293.500000 Penalty: 5316.835938
	Iteration 26Q: 3 clusters Score -8374294 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -8374334.500000 Penalty: 5316.835938
	Iteration 27Q: 3 clusters Score -8374334 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -8374347.500000 Penalty: 5316.835938
	Iteration 28Q: 3 clusters Score -8374348 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8374354.000000 Penalty: 5316.835938
	Iteration 29Q: 3 clusters Score -8374354 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -8374335.500000 Penalty: 5316.835938
	Iteration 30Q: 3 clusters Score -8374336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -8374350.000000 Penalty: 5316.835938
	Iteration 31Q: 3 clusters Score -8374350 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8374374.500000 Penalty: 5316.835938
	Iteration 32Q: 3 clusters Score -8374374 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8374391.000000 Penalty: 5316.835938
	Iteration 33Q: 3 clusters Score -8374391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -8374380.500000 Penalty: 5316.835938
	Iteration 34Q: 3 clusters Score -8374380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -8374384.500000 Penalty: 5316.835938
	Iteration 35Q: 3 clusters Score -8374384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -8374409.500000 Penalty: 5316.835938
	Iteration 36Q: 3 clusters Score -8374410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -8374427.500000 Penalty: 5316.835938
	Iteration 37Q: 3 clusters Score -8374428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -8374435.000000 Penalty: 5316.835938
	Iteration 38Q: 3 clusters Score -8374435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -8374440.000000 Penalty: 5316.835938
	Iteration 39Q: 3 clusters Score -8374440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8374431.500000 Penalty: 5316.835938
	Iteration 40F: 3 clusters Score -8374432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8374447.500000 Penalty: 5316.835938
	Iteration 41Q: 3 clusters Score -8374448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8374439.500000 Penalty: 5316.835938
	Iteration 42Q: 3 clusters Score -8374440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -8374431.500000 Penalty: 5316.835938
	Iteration 43Q: 3 clusters Score -8374432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8374423.500000 Penalty: 5316.835938
	Iteration 44Q: 3 clusters Score -8374424 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -8374427.500000 Penalty: 5316.835938
	Iteration 45Q: 3 clusters Score -8374428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8374437.500000 Penalty: 5316.835938
	Iteration 46Q: 3 clusters Score -8374438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -8374422.000000 Penalty: 5316.835938
	Iteration 47Q: 3 clusters Score -8374422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -8374430.000000 Penalty: 5316.835938
	Iteration 48Q: 3 clusters Score -8374430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8374450.500000 Penalty: 5316.835938
	Iteration 49Q: 3 clusters Score -8374450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -8374462.000000 Penalty: 5316.835938
	Iteration 50Q: 3 clusters Score -8374462 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -8374461.500000 Penalty: 5316.835938
	Iteration 51Q: 3 clusters Score -8374462 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -8374478.500000 Penalty: 5316.835938
	Iteration 52Q: 3 clusters Score -8374478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8374472.500000 Penalty: 5316.835938
	Iteration 53Q: 3 clusters Score -8374472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -8374464.000000 Penalty: 5316.835938
	Iteration 54Q: 3 clusters Score -8374464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -8374476.500000 Penalty: 5316.835938
	Iteration 55Q: 3 clusters Score -8374476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -8374476.500000 Penalty: 5316.835938
	Iteration 56Q: 3 clusters Score -8374476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -8374465.500000 Penalty: 5316.835938
	Iteration 57Q: 3 clusters Score -8374466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8374478.000000 Penalty: 5316.835938
	Iteration 58Q: 3 clusters Score -8374478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -8374488.500000 Penalty: 5316.835938
	Iteration 59Q: 3 clusters Score -8374488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -8374473.500000 Penalty: 5316.835938
	Iteration 60F: 3 clusters Score -8374474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -8374472.500000 Penalty: 5316.835938
	Iteration 61Q: 3 clusters Score -8374472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -8374488.500000 Penalty: 5316.835938
	Iteration 62Q: 3 clusters Score -8374488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8374479.500000 Penalty: 5316.835938
	Iteration 63Q: 3 clusters Score -8374480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -8374487.000000 Penalty: 5316.835938
	Iteration 64Q: 3 clusters Score -8374487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8374503.500000 Penalty: 5316.835938
	Iteration 65Q: 3 clusters Score -8374504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8374500.000000 Penalty: 5316.835938
	Iteration 66Q: 3 clusters Score -8374500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -8374508.500000 Penalty: 5316.835938
	Iteration 67Q: 3 clusters Score -8374508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -8374511.000000 Penalty: 5316.835938
	Iteration 68Q: 3 clusters Score -8374511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8374509.500000 Penalty: 5316.835938
	Iteration 69Q: 3 clusters Score -8374510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8374516.000000 Penalty: 5316.835938
	Iteration 70Q: 3 clusters Score -8374516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -8374514.000000 Penalty: 5316.835938
	Iteration 71Q: 3 clusters Score -8374514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8374505.500000 Penalty: 5316.835938
	Iteration 72Q: 3 clusters Score -8374506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8374492.000000 Penalty: 5316.835938
	Iteration 73Q: 3 clusters Score -8374492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8374483.000000 Penalty: 5316.835938
	Iteration 74Q: 3 clusters Score -8374483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -8374494.000000 Penalty: 5316.835938
	Iteration 75Q: 3 clusters Score -8374494 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 41185 members 
Entering Unmasked Estep 
Score: -8374508.000000 Penalty: 5316.835938
	Iteration 76Q: 3 clusters Score -8374508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -8374493.000000 Penalty: 5316.835938
	Iteration 77Q: 3 clusters Score -8374493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -8374500.500000 Penalty: 5316.835938
	Iteration 78Q: 3 clusters Score -8374500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -8374501.000000 Penalty: 5316.835938
	Iteration 79Q: 3 clusters Score -8374501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8374516.000000 Penalty: 5316.835938
	Iteration 80F: 3 clusters Score -8374516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8374523.500000 Penalty: 5316.835938
	Iteration 81Q: 3 clusters Score -8374524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8374521.500000 Penalty: 5316.835938
	Iteration 82Q: 3 clusters Score -8374522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -8374503.000000 Penalty: 5316.835938
	Iteration 83Q: 3 clusters Score -8374503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8374503.500000 Penalty: 5316.835938
	Iteration 84Q: 3 clusters Score -8374504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -8374492.500000 Penalty: 5316.835938
	Iteration 85Q: 3 clusters Score -8374492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -8374505.000000 Penalty: 5316.835938
	Iteration 86Q: 3 clusters Score -8374505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8374504.500000 Penalty: 5316.835938
	Iteration 87Q: 3 clusters Score -8374504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8374512.000000 Penalty: 5316.835938
	Iteration 88Q: 3 clusters Score -8374512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8374506.500000 Penalty: 5316.835938
	Iteration 89Q: 3 clusters Score -8374506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -8374510.500000 Penalty: 5316.835938
	Iteration 90Q: 3 clusters Score -8374510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -8374509.000000 Penalty: 5316.835938
	Iteration 91Q: 3 clusters Score -8374509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -8374508.000000 Penalty: 5316.835938
	Iteration 92Q: 3 clusters Score -8374508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8374509.000000 Penalty: 5316.835938
	Iteration 93Q: 3 clusters Score -8374509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8374498.000000 Penalty: 5316.835938
	Iteration 94Q: 3 clusters Score -8374498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -8374508.000000 Penalty: 5316.835938
	Iteration 95Q: 3 clusters Score -8374508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8374507.000000 Penalty: 5316.835938
	Iteration 96Q: 3 clusters Score -8374507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8374501.000000 Penalty: 5316.835938
	Iteration 97Q: 3 clusters Score -8374501 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8374497.500000 Penalty: 5316.835938
	Iteration 98Q: 3 clusters Score -8374498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -8374508.000000 Penalty: 5316.835938
	Iteration 99Q: 3 clusters Score -8374508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8374498.500000 Penalty: 5316.835938
	Iteration 100F: 3 clusters Score -8374498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8374489.500000 Penalty: 5316.835938
	Iteration 101Q: 3 clusters Score -8374490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -8374486.000000 Penalty: 5316.835938
	Iteration 102Q: 3 clusters Score -8374486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8374490.500000 Penalty: 5316.835938
	Iteration 103Q: 3 clusters Score -8374490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8374490.500000 Penalty: 5316.835938
	Iteration 104F: 3 clusters Score -8374490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Entering Unmasked Estep 
Score: -11655064.000000 Penalty: 2737.515137
	Iteration 0F: 2 clusters Score -1.165506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -11623420.000000 Penalty: 5475.030273
	Iteration 0F: 3 clusters Score -1.162342e+07 nChanged 29053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -11640099.000000 Penalty: 5475.030273
	Iteration 1F: 3 clusters Score -1.16401e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -11640791.000000 Penalty: 5475.030273
	Iteration 2Q: 3 clusters Score -1.164079e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -11641620.000000 Penalty: 5475.030273
	Iteration 3Q: 3 clusters Score -1.164162e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -11642877.000000 Penalty: 5475.030273
	Iteration 4F: 3 clusters Score -1.164288e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -11644301.000000 Penalty: 5475.030273
	Iteration 5F: 3 clusters Score -1.16443e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -11645256.000000 Penalty: 5475.030273
	Iteration 6F: 3 clusters Score -1.164526e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -11648192.000000 Penalty: 5475.030273
	Iteration 7F: 3 clusters Score -1.164819e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -11649936.000000 Penalty: 5475.030273
	Iteration 8F: 3 clusters Score -1.164994e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58043 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -11651279.000000 Penalty: 5475.030273
	Iteration 9Q: 3 clusters Score -1.165128e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59843 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -11651794.000000 Penalty: 5475.030273
	Iteration 10Q: 3 clusters Score -1.165179e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -11652161.000000 Penalty: 5475.030273
	Iteration 11Q: 3 clusters Score -1.165216e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -11652410.000000 Penalty: 5475.030273
	Iteration 12Q: 3 clusters Score -1.165241e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61554 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11652562.000000 Penalty: 5475.030273
	Iteration 13Q: 3 clusters Score -1.165256e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11652648.000000 Penalty: 5475.030273
	Iteration 14Q: 3 clusters Score -1.165265e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -11652706.000000 Penalty: 5475.030273
	Iteration 15Q: 3 clusters Score -1.165271e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -11652743.000000 Penalty: 5475.030273
	Iteration 16Q: 3 clusters Score -1.165274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11652789.000000 Penalty: 5475.030273
	Iteration 17Q: 3 clusters Score -1.165279e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -11652797.000000 Penalty: 5475.030273
	Iteration 18Q: 3 clusters Score -1.16528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11652810.000000 Penalty: 5475.030273
	Iteration 19Q: 3 clusters Score -1.165281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61808 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11652825.000000 Penalty: 5475.030273
	Iteration 20F: 3 clusters Score -1.165282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11652821.000000 Penalty: 5475.030273
	Iteration 21Q: 3 clusters Score -1.165282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -11652826.000000 Penalty: 5475.030273
	Iteration 22Q: 3 clusters Score -1.165283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61813 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11652834.000000 Penalty: 5475.030273
	Iteration 23Q: 3 clusters Score -1.165283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11652838.000000 Penalty: 5475.030273
	Iteration 24Q: 3 clusters Score -1.165284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61819 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11652840.000000 Penalty: 5475.030273
	Iteration 25Q: 3 clusters Score -1.165284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11652839.000000 Penalty: 5475.030273
	Iteration 26Q: 3 clusters Score -1.165284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61822 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -11652838.000000 Penalty: 5475.030273
	Iteration 27Q: 3 clusters Score -1.165284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61824 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11652840.000000 Penalty: 5475.030273
	Iteration 28Q: 3 clusters Score -1.165284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11652848.000000 Penalty: 5475.030273
	Iteration 29Q: 3 clusters Score -1.165285e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11652848.000000 Penalty: 5475.030273
	Iteration 30F: 3 clusters Score -1.165285e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Entering Unmasked Estep 
Score: -9866454.000000 Penalty: 2696.851074
	Iteration 0F: 2 clusters Score -9866454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -9833809.000000 Penalty: 5393.702148
	Iteration 0F: 3 clusters Score -9833809 nChanged 24578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -9847572.000000 Penalty: 5393.702148
	Iteration 1F: 3 clusters Score -9847572 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -9848176.000000 Penalty: 5393.702148
	Iteration 2Q: 3 clusters Score -9848176 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -9848850.000000 Penalty: 5393.702148
	Iteration 3Q: 3 clusters Score -9848850 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -9849662.000000 Penalty: 5393.702148
	Iteration 4Q: 3 clusters Score -9849662 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -9850944.000000 Penalty: 5393.702148
	Iteration 5F: 3 clusters Score -9850944 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -9852920.000000 Penalty: 5393.702148
	Iteration 6F: 3 clusters Score -9852920 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -9855965.000000 Penalty: 5393.702148
	Iteration 7F: 3 clusters Score -9855965 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -9859349.000000 Penalty: 5393.702148
	Iteration 8F: 3 clusters Score -9859349 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -9861930.000000 Penalty: 5393.702148
	Iteration 9F: 3 clusters Score -9861930 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 50562 members 
Entering Unmasked Estep 
Score: -9863194.000000 Penalty: 5393.702148
	Iteration 10Q: 3 clusters Score -9863194 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51708 members 
Entering Unmasked Estep 
Score: -9863682.000000 Penalty: 5393.702148
	Iteration 11Q: 3 clusters Score -9863682 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -9863961.000000 Penalty: 5393.702148
	Iteration 12Q: 3 clusters Score -9863961 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 52397 members 
Entering Unmasked Estep 
Score: -9864043.000000 Penalty: 5393.702148
	Iteration 13Q: 3 clusters Score -9864043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 52468 members 
Entering Unmasked Estep 
Score: -9864129.000000 Penalty: 5393.702148
	Iteration 14Q: 3 clusters Score -9864129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -9864157.000000 Penalty: 5393.702148
	Iteration 15Q: 3 clusters Score -9864157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -9864175.000000 Penalty: 5393.702148
	Iteration 16Q: 3 clusters Score -9864175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -9864212.000000 Penalty: 5393.702148
	Iteration 17Q: 3 clusters Score -9864212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -9864221.000000 Penalty: 5393.702148
	Iteration 18Q: 3 clusters Score -9864221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -9864231.000000 Penalty: 5393.702148
	Iteration 19Q: 3 clusters Score -9864231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -9864233.000000 Penalty: 5393.702148
	Iteration 20F: 3 clusters Score -9864233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -9864235.000000 Penalty: 5393.702148
	Iteration 21Q: 3 clusters Score -9864235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -9864241.000000 Penalty: 5393.702148
	Iteration 22Q: 3 clusters Score -9864241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -9864240.000000 Penalty: 5393.702148
	Iteration 23Q: 3 clusters Score -9864240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9864250.000000 Penalty: 5393.702148
	Iteration 24Q: 3 clusters Score -9864250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9864259.000000 Penalty: 5393.702148
	Iteration 25Q: 3 clusters Score -9864259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 52567 members 
Entering Unmasked Estep 
Score: -9864259.000000 Penalty: 5393.702148
	Iteration 26Q: 3 clusters Score -9864259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -9864249.000000 Penalty: 5393.702148
	Iteration 27Q: 3 clusters Score -9864249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9864256.000000 Penalty: 5393.702148
	Iteration 28Q: 3 clusters Score -9864256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9864256.000000 Penalty: 5393.702148
	Iteration 29F: 3 clusters Score -9864256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -724745.437500 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -724745.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -720937.187500 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -720937.2 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -721720.625000 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -721720.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -721911.125000 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -721911.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -722038.312500 Penalty: 4097.973145
	Iteration 3F: 3 clusters Score -722038.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -722123.250000 Penalty: 4097.973145
	Iteration 4Q: 3 clusters Score -722123.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -722205.375000 Penalty: 4097.973145
	Iteration 5Q: 3 clusters Score -722205.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -722272.375000 Penalty: 4097.973145
	Iteration 6Q: 3 clusters Score -722272.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -722318.625000 Penalty: 4097.973145
	Iteration 7Q: 3 clusters Score -722318.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -722356.625000 Penalty: 4097.973145
	Iteration 8Q: 3 clusters Score -722356.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -722381.625000 Penalty: 4097.973145
	Iteration 9Q: 3 clusters Score -722381.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -722407.625000 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -722407.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -722433.875000 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -722433.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -722452.562500 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -722452.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -722464.937500 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -722464.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -722478.250000 Penalty: 4097.973145
	Iteration 14Q: 3 clusters Score -722478.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -722489.000000 Penalty: 4097.973145
	Iteration 15Q: 3 clusters Score -722489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -722506.750000 Penalty: 4097.973145
	Iteration 16Q: 3 clusters Score -722506.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -722524.000000 Penalty: 4097.973145
	Iteration 17Q: 3 clusters Score -722524 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -722547.500000 Penalty: 4097.973145
	Iteration 18Q: 3 clusters Score -722547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -722566.875000 Penalty: 4097.973145
	Iteration 19Q: 3 clusters Score -722566.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -722584.625000 Penalty: 4097.973145
	Iteration 20F: 3 clusters Score -722584.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -722593.437500 Penalty: 4097.973145
	Iteration 21Q: 3 clusters Score -722593.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -722605.687500 Penalty: 4097.973145
	Iteration 22Q: 3 clusters Score -722605.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -722616.625000 Penalty: 4097.973145
	Iteration 23Q: 3 clusters Score -722616.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -722627.687500 Penalty: 4097.973145
	Iteration 24Q: 3 clusters Score -722627.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -722640.625000 Penalty: 4097.973145
	Iteration 25Q: 3 clusters Score -722640.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -722652.187500 Penalty: 4097.973145
	Iteration 26Q: 3 clusters Score -722652.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -722667.687500 Penalty: 4097.973145
	Iteration 27Q: 3 clusters Score -722667.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -722681.687500 Penalty: 4097.973145
	Iteration 28Q: 3 clusters Score -722681.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -722696.125000 Penalty: 4097.973145
	Iteration 29Q: 3 clusters Score -722696.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -722704.312500 Penalty: 4097.973145
	Iteration 30Q: 3 clusters Score -722704.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -722713.312500 Penalty: 4097.973145
	Iteration 31Q: 3 clusters Score -722713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -722718.187500 Penalty: 4097.973145
	Iteration 32Q: 3 clusters Score -722718.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -722724.062500 Penalty: 4097.973145
	Iteration 33Q: 3 clusters Score -722724.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -722731.000000 Penalty: 4097.973145
	Iteration 34Q: 3 clusters Score -722731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -722734.562500 Penalty: 4097.973145
	Iteration 35Q: 3 clusters Score -722734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -722736.000000 Penalty: 4097.973145
	Iteration 36Q: 3 clusters Score -722736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -722736.562500 Penalty: 4097.973145
	Iteration 37Q: 3 clusters Score -722736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -722737.562500 Penalty: 4097.973145
	Iteration 38Q: 3 clusters Score -722737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -722738.562500 Penalty: 4097.973145
	Iteration 39Q: 3 clusters Score -722738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -722738.062500 Penalty: 4097.973145
	Iteration 40F: 3 clusters Score -722738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53458.507812 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53458.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53853.714844 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53853.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54016.988281 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -54016.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54150.468750 Penalty: 3084.425781
	Iteration 3F: 3 clusters Score -54150.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54263.410156 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54263.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54300.101562 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54321.570312 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54321.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54341.207031 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54341.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -54380.222656 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -54380.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54393.507812 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -54393.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54399.769531 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -54399.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54402.710938 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -54402.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54404.000000 Penalty: 3084.425781
	Iteration 12Q: 3 clusters Score -54404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -54404.000000 Penalty: 3084.425781
	Iteration 13F: 3 clusters Score -54404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -182957.078125 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -182957.1 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 494 members 
Entering Unmasked Estep 
Score: -181001.375000 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -181001.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -181296.984375 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -181297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181404.890625 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -181404.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181448.109375 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -181448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181489.500000 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -181489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -181513.968750 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -181514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -181541.609375 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -181541.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -181566.234375 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -181566.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181599.171875 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -181599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -181625.375000 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -181625.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -181667.109375 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -181667.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -181699.046875 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -181699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -181741.015625 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -181741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -181785.406250 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -181785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -181808.859375 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -181808.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -181829.687500 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -181829.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -181853.734375 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -181853.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -181873.453125 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -181873.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -181896.000000 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -181896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -181916.000000 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -181916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -181937.625000 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -181937.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -181946.218750 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -181946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -181949.562500 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -181949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181951.578125 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -181951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181953.484375 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -181953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -181954.984375 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -181955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181960.250000 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -181960.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -181964.437500 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -181964.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -181965.593750 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -181965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -181967.921875 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -181967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -181981.250000 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -181981.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -182010.921875 Penalty: 3449.973877
	Iteration 31Q: 3 clusters Score -182010.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -182026.484375 Penalty: 3449.973877
	Iteration 32Q: 3 clusters Score -182026.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -182042.140625 Penalty: 3449.973877
	Iteration 33Q: 3 clusters Score -182042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182058.031250 Penalty: 3449.973877
	Iteration 34Q: 3 clusters Score -182058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -182078.093750 Penalty: 3449.973877
	Iteration 35Q: 3 clusters Score -182078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182089.093750 Penalty: 3449.973877
	Iteration 36Q: 3 clusters Score -182089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182095.953125 Penalty: 3449.973877
	Iteration 37Q: 3 clusters Score -182096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182102.718750 Penalty: 3449.973877
	Iteration 38Q: 3 clusters Score -182102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -182113.875000 Penalty: 3449.973877
	Iteration 39Q: 3 clusters Score -182113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -182118.546875 Penalty: 3449.973877
	Iteration 40F: 3 clusters Score -182118.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -182125.468750 Penalty: 3449.973877
	Iteration 41Q: 3 clusters Score -182125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -182127.796875 Penalty: 3449.973877
	Iteration 42Q: 3 clusters Score -182127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182129.828125 Penalty: 3449.973877
	Iteration 43Q: 3 clusters Score -182129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -182129.828125 Penalty: 3449.973877
	Iteration 44F: 3 clusters Score -182129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (51789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Entering Unmasked Estep 
Score: -9670080.000000 Penalty: 2692.023438
	Iteration 0F: 2 clusters Score -9670080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -9638732.000000 Penalty: 5384.046875
	Iteration 0F: 3 clusters Score -9638732 nChanged 23969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -9652160.000000 Penalty: 5384.046875
	Iteration 1F: 3 clusters Score -9652160 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -9653035.000000 Penalty: 5384.046875
	Iteration 2Q: 3 clusters Score -9653035 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -9654412.000000 Penalty: 5384.046875
	Iteration 3F: 3 clusters Score -9654412 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -9656758.000000 Penalty: 5384.046875
	Iteration 4F: 3 clusters Score -9656758 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -9659994.000000 Penalty: 5384.046875
	Iteration 5F: 3 clusters Score -9659994 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -9663909.000000 Penalty: 5384.046875
	Iteration 6F: 3 clusters Score -9663909 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -9667023.000000 Penalty: 5384.046875
	Iteration 7F: 3 clusters Score -9667023 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -9668883.000000 Penalty: 5384.046875
	Iteration 8Q: 3 clusters Score -9668883 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -9669895.000000 Penalty: 5384.046875
	Iteration 9Q: 3 clusters Score -9669895 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -9670251.000000 Penalty: 5384.046875
	Iteration 10Q: 3 clusters Score -9670251 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -9670330.000000 Penalty: 5384.046875
	Iteration 11Q: 3 clusters Score -9670330 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -9670345.000000 Penalty: 5384.046875
	Iteration 12Q: 3 clusters Score -9670345 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -9670375.000000 Penalty: 5384.046875
	Iteration 13Q: 3 clusters Score -9670375 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -9670376.000000 Penalty: 5384.046875
	Iteration 14Q: 3 clusters Score -9670376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -9670370.000000 Penalty: 5384.046875
	Iteration 15Q: 3 clusters Score -9670370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -9670355.000000 Penalty: 5384.046875
	Iteration 16Q: 3 clusters Score -9670355 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -9670322.000000 Penalty: 5384.046875
	Iteration 17Q: 3 clusters Score -9670322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -9670281.000000 Penalty: 5384.046875
	Iteration 18Q: 3 clusters Score -9670281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -9670281.000000 Penalty: 5384.046875
	Iteration 19Q: 3 clusters Score -9670281 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 48649 members 
Entering Unmasked Estep 
Score: -9670261.000000 Penalty: 5384.046875
	Iteration 20F: 3 clusters Score -9670261 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -9670259.000000 Penalty: 5384.046875
	Iteration 21Q: 3 clusters Score -9670259 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -9670242.000000 Penalty: 5384.046875
	Iteration 22Q: 3 clusters Score -9670242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9670240.000000 Penalty: 5384.046875
	Iteration 23Q: 3 clusters Score -9670240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 48759 members 
Entering Unmasked Estep 
Score: -9670232.000000 Penalty: 5384.046875
	Iteration 24Q: 3 clusters Score -9670232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -9670218.000000 Penalty: 5384.046875
	Iteration 25Q: 3 clusters Score -9670218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9670216.000000 Penalty: 5384.046875
	Iteration 26Q: 3 clusters Score -9670216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 48803 members 
Entering Unmasked Estep 
Score: -9670221.000000 Penalty: 5384.046875
	Iteration 27Q: 3 clusters Score -9670221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -9670209.000000 Penalty: 5384.046875
	Iteration 28Q: 3 clusters Score -9670209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -9670198.000000 Penalty: 5384.046875
	Iteration 29Q: 3 clusters Score -9670198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9670192.000000 Penalty: 5384.046875
	Iteration 30Q: 3 clusters Score -9670192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 48842 members 
Entering Unmasked Estep 
Score: -9670190.000000 Penalty: 5384.046875
	Iteration 31Q: 3 clusters Score -9670190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 48846 members 
Entering Unmasked Estep 
Score: -9670190.000000 Penalty: 5384.046875
	Iteration 32Q: 3 clusters Score -9670190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 48851 members 
Entering Unmasked Estep 
Score: -9670192.000000 Penalty: 5384.046875
	Iteration 33Q: 3 clusters Score -9670192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -9670182.000000 Penalty: 5384.046875
	Iteration 34Q: 3 clusters Score -9670182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -9670184.000000 Penalty: 5384.046875
	Iteration 35Q: 3 clusters Score -9670184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 48860 members 
Entering Unmasked Estep 
Score: -9670180.000000 Penalty: 5384.046875
	Iteration 36Q: 3 clusters Score -9670180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 48863 members 
Entering Unmasked Estep 
Score: -9670182.000000 Penalty: 5384.046875
	Iteration 37Q: 3 clusters Score -9670182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -9670177.000000 Penalty: 5384.046875
	Iteration 38Q: 3 clusters Score -9670177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -9670175.000000 Penalty: 5384.046875
	Iteration 39Q: 3 clusters Score -9670175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9670163.000000 Penalty: 5384.046875
	Iteration 40F: 3 clusters Score -9670163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -9670165.000000 Penalty: 5384.046875
	Iteration 41Q: 3 clusters Score -9670165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -9670156.000000 Penalty: 5384.046875
	Iteration 42Q: 3 clusters Score -9670156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -9670152.000000 Penalty: 5384.046875
	Iteration 43Q: 3 clusters Score -9670152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -9670144.000000 Penalty: 5384.046875
	Iteration 44Q: 3 clusters Score -9670144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9670133.000000 Penalty: 5384.046875
	Iteration 45Q: 3 clusters Score -9670133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 48914 members 
Entering Unmasked Estep 
Score: -9670128.000000 Penalty: 5384.046875
	Iteration 46Q: 3 clusters Score -9670128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 48920 members 
Entering Unmasked Estep 
Score: -9670125.000000 Penalty: 5384.046875
	Iteration 47Q: 3 clusters Score -9670125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 48927 members 
Entering Unmasked Estep 
Score: -9670123.000000 Penalty: 5384.046875
	Iteration 48Q: 3 clusters Score -9670123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -9670125.000000 Penalty: 5384.046875
	Iteration 49Q: 3 clusters Score -9670125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9670108.000000 Penalty: 5384.046875
	Iteration 50Q: 3 clusters Score -9670108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -9670113.000000 Penalty: 5384.046875
	Iteration 51Q: 3 clusters Score -9670113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 48952 members 
Entering Unmasked Estep 
Score: -9670107.000000 Penalty: 5384.046875
	Iteration 52Q: 3 clusters Score -9670107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -9670108.000000 Penalty: 5384.046875
	Iteration 53Q: 3 clusters Score -9670108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -9670098.000000 Penalty: 5384.046875
	Iteration 54Q: 3 clusters Score -9670098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 55Q: 3 clusters Score -9670092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9670100.000000 Penalty: 5384.046875
	Iteration 56Q: 3 clusters Score -9670100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9670096.000000 Penalty: 5384.046875
	Iteration 57Q: 3 clusters Score -9670096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 48982 members 
Entering Unmasked Estep 
Score: -9670091.000000 Penalty: 5384.046875
	Iteration 58Q: 3 clusters Score -9670091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -9670089.000000 Penalty: 5384.046875
	Iteration 59Q: 3 clusters Score -9670089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 60F: 3 clusters Score -9670092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -9670098.000000 Penalty: 5384.046875
	Iteration 61Q: 3 clusters Score -9670098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 62Q: 3 clusters Score -9670092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 63Q: 3 clusters Score -9670092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 49003 members 
Entering Unmasked Estep 
Score: -9670090.000000 Penalty: 5384.046875
	Iteration 64Q: 3 clusters Score -9670090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 65Q: 3 clusters Score -9670092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 49007 members 
Entering Unmasked Estep 
Score: -9670088.000000 Penalty: 5384.046875
	Iteration 66Q: 3 clusters Score -9670088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 49008 members 
Entering Unmasked Estep 
Score: -9670092.000000 Penalty: 5384.046875
	Iteration 67Q: 3 clusters Score -9670092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -9670084.000000 Penalty: 5384.046875
	Iteration 68Q: 3 clusters Score -9670084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -9670075.000000 Penalty: 5384.046875
	Iteration 69Q: 3 clusters Score -9670075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 49025 members 
Entering Unmasked Estep 
Score: -9670081.000000 Penalty: 5384.046875
	Iteration 70Q: 3 clusters Score -9670081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9670086.000000 Penalty: 5384.046875
	Iteration 71Q: 3 clusters Score -9670086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -9670087.000000 Penalty: 5384.046875
	Iteration 72Q: 3 clusters Score -9670087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9670089.000000 Penalty: 5384.046875
	Iteration 73Q: 3 clusters Score -9670089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9670089.000000 Penalty: 5384.046875
	Iteration 74F: 3 clusters Score -9670089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 46171 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 51573 members 
Mstep: Class 8 contains 52755 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 47951 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36330 members 
Mstep: Class 14 contains 49476 members 
Mstep: Class 15 contains 45226 members 
Mstep: Class 16 contains 62216 members 
Mstep: Class 17 contains 52807 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 23993 members 
Mstep: Class 23 contains 35639 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46629 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 2665 members 
Mstep: Class 30 contains 49032 members 
Entering Unmasked Estep 
Score: -137115632.000000 Penalty: 100613.093750
Splitting cluster 21 changes total score from -137116832.000000 to -137115632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (23993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Entering Unmasked Estep 
Score: -4366203.000000 Penalty: 2501.208496
	Iteration 0F: 2 clusters Score -4366203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4349382.500000 Penalty: 5002.416992
	Iteration 0F: 3 clusters Score -4349382 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -4355174.000000 Penalty: 5002.416992
	Iteration 1F: 3 clusters Score -4355174 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -4355596.000000 Penalty: 5002.416992
	Iteration 2F: 3 clusters Score -4355596 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -4356093.000000 Penalty: 5002.416992
	Iteration 3Q: 3 clusters Score -4356093 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -4356748.500000 Penalty: 5002.416992
	Iteration 4F: 3 clusters Score -4356748 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -4357678.000000 Penalty: 5002.416992
	Iteration 5F: 3 clusters Score -4357678 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4359003.000000 Penalty: 5002.416992
	Iteration 6F: 3 clusters Score -4359003 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -4360592.500000 Penalty: 5002.416992
	Iteration 7F: 3 clusters Score -4360592 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4362119.000000 Penalty: 5002.416992
	Iteration 8F: 3 clusters Score -4362119 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -4363128.000000 Penalty: 5002.416992
	Iteration 9Q: 3 clusters Score -4363128 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -4363642.500000 Penalty: 5002.416992
	Iteration 10Q: 3 clusters Score -4363642 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -4363824.500000 Penalty: 5002.416992
	Iteration 11Q: 3 clusters Score -4363824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -4363913.000000 Penalty: 5002.416992
	Iteration 12Q: 3 clusters Score -4363913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -4363960.000000 Penalty: 5002.416992
	Iteration 13Q: 3 clusters Score -4363960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -4363972.000000 Penalty: 5002.416992
	Iteration 14Q: 3 clusters Score -4363972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4363984.500000 Penalty: 5002.416992
	Iteration 15Q: 3 clusters Score -4363984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4363997.000000 Penalty: 5002.416992
	Iteration 16Q: 3 clusters Score -4363997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4364005.500000 Penalty: 5002.416992
	Iteration 17Q: 3 clusters Score -4364006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -4364005.000000 Penalty: 5002.416992
	Iteration 18Q: 3 clusters Score -4364005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -4364020.500000 Penalty: 5002.416992
	Iteration 19Q: 3 clusters Score -4364020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -4364027.500000 Penalty: 5002.416992
	Iteration 20F: 3 clusters Score -4364028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4364023.000000 Penalty: 5002.416992
	Iteration 21Q: 3 clusters Score -4364023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -4364023.000000 Penalty: 5002.416992
	Iteration 22F: 3 clusters Score -4364023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Entering Unmasked Estep 
Score: -6624128.000000 Penalty: 2599.336426
	Iteration 0F: 2 clusters Score -6624128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -6600463.000000 Penalty: 5198.672852
	Iteration 0F: 3 clusters Score -6600463 nChanged 16273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -6609107.500000 Penalty: 5198.672852
	Iteration 1F: 3 clusters Score -6609108 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -6609660.000000 Penalty: 5198.672852
	Iteration 2Q: 3 clusters Score -6609660 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -6610142.500000 Penalty: 5198.672852
	Iteration 3Q: 3 clusters Score -6610142 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -6610608.500000 Penalty: 5198.672852
	Iteration 4Q: 3 clusters Score -6610608 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -6611188.500000 Penalty: 5198.672852
	Iteration 5Q: 3 clusters Score -6611188 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -6611809.500000 Penalty: 5198.672852
	Iteration 6Q: 3 clusters Score -6611810 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -6612502.000000 Penalty: 5198.672852
	Iteration 7Q: 3 clusters Score -6612502 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -6613288.500000 Penalty: 5198.672852
	Iteration 8Q: 3 clusters Score -6613288 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -6614162.500000 Penalty: 5198.672852
	Iteration 9Q: 3 clusters Score -6614162 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -6615079.500000 Penalty: 5198.672852
	Iteration 10Q: 3 clusters Score -6615080 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -6616065.000000 Penalty: 5198.672852
	Iteration 11Q: 3 clusters Score -6616065 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -6617000.000000 Penalty: 5198.672852
	Iteration 12Q: 3 clusters Score -6617000 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -6617917.000000 Penalty: 5198.672852
	Iteration 13Q: 3 clusters Score -6617917 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -6618706.500000 Penalty: 5198.672852
	Iteration 14Q: 3 clusters Score -6618706 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6619358.000000 Penalty: 5198.672852
	Iteration 15Q: 3 clusters Score -6619358 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -6619964.000000 Penalty: 5198.672852
	Iteration 16Q: 3 clusters Score -6619964 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -6620457.500000 Penalty: 5198.672852
	Iteration 17Q: 3 clusters Score -6620458 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6620829.000000 Penalty: 5198.672852
	Iteration 18Q: 3 clusters Score -6620829 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -6621128.000000 Penalty: 5198.672852
	Iteration 19Q: 3 clusters Score -6621128 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6621352.500000 Penalty: 5198.672852
	Iteration 20F: 3 clusters Score -6621352 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6621463.000000 Penalty: 5198.672852
	Iteration 21Q: 3 clusters Score -6621463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6621567.000000 Penalty: 5198.672852
	Iteration 22Q: 3 clusters Score -6621567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -6621639.500000 Penalty: 5198.672852
	Iteration 23Q: 3 clusters Score -6621640 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6621699.500000 Penalty: 5198.672852
	Iteration 24Q: 3 clusters Score -6621700 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6621725.000000 Penalty: 5198.672852
	Iteration 25Q: 3 clusters Score -6621725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6621734.000000 Penalty: 5198.672852
	Iteration 26Q: 3 clusters Score -6621734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6621746.500000 Penalty: 5198.672852
	Iteration 27Q: 3 clusters Score -6621746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6621768.000000 Penalty: 5198.672852
	Iteration 28Q: 3 clusters Score -6621768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6621780.500000 Penalty: 5198.672852
	Iteration 29Q: 3 clusters Score -6621780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6621773.500000 Penalty: 5198.672852
	Iteration 30Q: 3 clusters Score -6621774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6621782.500000 Penalty: 5198.672852
	Iteration 31Q: 3 clusters Score -6621782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6621780.500000 Penalty: 5198.672852
	Iteration 32Q: 3 clusters Score -6621780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6621788.000000 Penalty: 5198.672852
	Iteration 33Q: 3 clusters Score -6621788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6621796.000000 Penalty: 5198.672852
	Iteration 34Q: 3 clusters Score -6621796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6621794.000000 Penalty: 5198.672852
	Iteration 35Q: 3 clusters Score -6621794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6621791.000000 Penalty: 5198.672852
	Iteration 36Q: 3 clusters Score -6621791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6621796.500000 Penalty: 5198.672852
	Iteration 37Q: 3 clusters Score -6621796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6621797.000000 Penalty: 5198.672852
	Iteration 38Q: 3 clusters Score -6621797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6621795.500000 Penalty: 5198.672852
	Iteration 39Q: 3 clusters Score -6621796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6621795.500000 Penalty: 5198.672852
	Iteration 40F: 3 clusters Score -6621796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6621799.500000 Penalty: 5198.672852
	Iteration 41Q: 3 clusters Score -6621800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6621815.000000 Penalty: 5198.672852
	Iteration 42Q: 3 clusters Score -6621815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6621816.500000 Penalty: 5198.672852
	Iteration 43Q: 3 clusters Score -6621816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6621810.500000 Penalty: 5198.672852
	Iteration 44Q: 3 clusters Score -6621810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6621814.000000 Penalty: 5198.672852
	Iteration 45Q: 3 clusters Score -6621814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6621817.000000 Penalty: 5198.672852
	Iteration 46Q: 3 clusters Score -6621817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6621818.500000 Penalty: 5198.672852
	Iteration 47Q: 3 clusters Score -6621818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6621818.500000 Penalty: 5198.672852
	Iteration 48F: 3 clusters Score -6621818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -694888.937500 Penalty: 2044.659912
	Iteration 0F: 2 clusters Score -694888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -691165.687500 Penalty: 4089.319824
	Iteration 0F: 3 clusters Score -691165.7 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -691956.250000 Penalty: 4089.319824
	Iteration 1F: 3 clusters Score -691956.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -692141.812500 Penalty: 4089.319824
	Iteration 2F: 3 clusters Score -692141.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -692242.875000 Penalty: 4089.319824
	Iteration 3Q: 3 clusters Score -692242.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -692317.375000 Penalty: 4089.319824
	Iteration 4Q: 3 clusters Score -692317.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -692364.437500 Penalty: 4089.319824
	Iteration 5Q: 3 clusters Score -692364.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -692402.875000 Penalty: 4089.319824
	Iteration 6Q: 3 clusters Score -692402.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -692441.937500 Penalty: 4089.319824
	Iteration 7Q: 3 clusters Score -692441.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -692470.562500 Penalty: 4089.319824
	Iteration 8Q: 3 clusters Score -692470.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -692502.312500 Penalty: 4089.319824
	Iteration 9Q: 3 clusters Score -692502.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -692529.125000 Penalty: 4089.319824
	Iteration 10Q: 3 clusters Score -692529.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -692553.062500 Penalty: 4089.319824
	Iteration 11Q: 3 clusters Score -692553.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -692567.750000 Penalty: 4089.319824
	Iteration 12Q: 3 clusters Score -692567.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -692579.062500 Penalty: 4089.319824
	Iteration 13Q: 3 clusters Score -692579.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -692599.062500 Penalty: 4089.319824
	Iteration 14Q: 3 clusters Score -692599.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -692626.812500 Penalty: 4089.319824
	Iteration 15Q: 3 clusters Score -692626.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -692656.500000 Penalty: 4089.319824
	Iteration 16Q: 3 clusters Score -692656.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -692684.812500 Penalty: 4089.319824
	Iteration 17Q: 3 clusters Score -692684.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -692728.750000 Penalty: 4089.319824
	Iteration 18Q: 3 clusters Score -692728.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -692770.000000 Penalty: 4089.319824
	Iteration 19Q: 3 clusters Score -692770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -692807.437500 Penalty: 4089.319824
	Iteration 20F: 3 clusters Score -692807.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -692842.187500 Penalty: 4089.319824
	Iteration 21Q: 3 clusters Score -692842.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -692876.875000 Penalty: 4089.319824
	Iteration 22Q: 3 clusters Score -692876.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -692901.812500 Penalty: 4089.319824
	Iteration 23Q: 3 clusters Score -692901.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -692926.187500 Penalty: 4089.319824
	Iteration 24Q: 3 clusters Score -692926.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -692946.562500 Penalty: 4089.319824
	Iteration 25Q: 3 clusters Score -692946.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -692956.312500 Penalty: 4089.319824
	Iteration 26Q: 3 clusters Score -692956.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -692967.437500 Penalty: 4089.319824
	Iteration 27Q: 3 clusters Score -692967.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -692983.625000 Penalty: 4089.319824
	Iteration 28Q: 3 clusters Score -692983.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -693001.312500 Penalty: 4089.319824
	Iteration 29Q: 3 clusters Score -693001.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -693010.125000 Penalty: 4089.319824
	Iteration 30Q: 3 clusters Score -693010.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -693017.750000 Penalty: 4089.319824
	Iteration 31Q: 3 clusters Score -693017.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -693027.687500 Penalty: 4089.319824
	Iteration 32Q: 3 clusters Score -693027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -693038.437500 Penalty: 4089.319824
	Iteration 33Q: 3 clusters Score -693038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -693048.500000 Penalty: 4089.319824
	Iteration 34Q: 3 clusters Score -693048.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -693063.312500 Penalty: 4089.319824
	Iteration 35Q: 3 clusters Score -693063.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -693078.625000 Penalty: 4089.319824
	Iteration 36Q: 3 clusters Score -693078.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -693089.687500 Penalty: 4089.319824
	Iteration 37Q: 3 clusters Score -693089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -693097.750000 Penalty: 4089.319824
	Iteration 38Q: 3 clusters Score -693097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -693106.187500 Penalty: 4089.319824
	Iteration 39Q: 3 clusters Score -693106.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -693115.875000 Penalty: 4089.319824
	Iteration 40F: 3 clusters Score -693115.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -693124.437500 Penalty: 4089.319824
	Iteration 41Q: 3 clusters Score -693124.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -693132.187500 Penalty: 4089.319824
	Iteration 42Q: 3 clusters Score -693132.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -693140.187500 Penalty: 4089.319824
	Iteration 43Q: 3 clusters Score -693140.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -693142.625000 Penalty: 4089.319824
	Iteration 44Q: 3 clusters Score -693142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -693149.875000 Penalty: 4089.319824
	Iteration 45Q: 3 clusters Score -693149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -693152.187500 Penalty: 4089.319824
	Iteration 46Q: 3 clusters Score -693152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -693156.812500 Penalty: 4089.319824
	Iteration 47Q: 3 clusters Score -693156.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -693160.687500 Penalty: 4089.319824
	Iteration 48Q: 3 clusters Score -693160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693164.875000 Penalty: 4089.319824
	Iteration 49Q: 3 clusters Score -693164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -693168.812500 Penalty: 4089.319824
	Iteration 50Q: 3 clusters Score -693168.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -693171.437500 Penalty: 4089.319824
	Iteration 51Q: 3 clusters Score -693171.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693174.687500 Penalty: 4089.319824
	Iteration 52Q: 3 clusters Score -693174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693175.312500 Penalty: 4089.319824
	Iteration 53Q: 3 clusters Score -693175.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -693177.125000 Penalty: 4089.319824
	Iteration 54Q: 3 clusters Score -693177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693177.312500 Penalty: 4089.319824
	Iteration 55Q: 3 clusters Score -693177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693178.312500 Penalty: 4089.319824
	Iteration 56Q: 3 clusters Score -693178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -693178.625000 Penalty: 4089.319824
	Iteration 57Q: 3 clusters Score -693178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693178.937500 Penalty: 4089.319824
	Iteration 58Q: 3 clusters Score -693178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -693180.187500 Penalty: 4089.319824
	Iteration 59Q: 3 clusters Score -693180.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -693180.875000 Penalty: 4089.319824
	Iteration 60F: 3 clusters Score -693180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18271.181641 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18271.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18370.058594 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18370.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18395.013672 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -18395.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18410.158203 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18410.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -18422.558594 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18422.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18426.339844 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -18426.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18426.339844 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -18426.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -86762.367188 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -86762.37 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 272 members 
Entering Unmasked Estep 
Score: -85259.515625 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -85259.52 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -85680.093750 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -85680.09 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -85937.960938 Penalty: 3090.318848
	Iteration 2F: 3 clusters Score -85937.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -86058.507812 Penalty: 3090.318848
	Iteration 3F: 3 clusters Score -86058.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -86140.382812 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -86140.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -86193.960938 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -86193.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -86228.382812 Penalty: 3090.318848
	Iteration 6Q: 3 clusters Score -86228.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -86252.046875 Penalty: 3090.318848
	Iteration 7Q: 3 clusters Score -86252.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86262.156250 Penalty: 3090.318848
	Iteration 8Q: 3 clusters Score -86262.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -86262.156250 Penalty: 3090.318848
	Iteration 9F: 3 clusters Score -86262.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Entering Unmasked Estep 
Score: -8675856.000000 Penalty: 2665.994629
	Iteration 0F: 2 clusters Score -8675856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -8645363.000000 Penalty: 5331.989258
	Iteration 0F: 3 clusters Score -8645363 nChanged 21478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -8657514.000000 Penalty: 5331.989258
	Iteration 1F: 3 clusters Score -8657514 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8658127.000000 Penalty: 5331.989258
	Iteration 2Q: 3 clusters Score -8658127 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8658963.000000 Penalty: 5331.989258
	Iteration 3Q: 3 clusters Score -8658963 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8659959.000000 Penalty: 5331.989258
	Iteration 4Q: 3 clusters Score -8659959 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -8661214.000000 Penalty: 5331.989258
	Iteration 5Q: 3 clusters Score -8661214 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -8662697.000000 Penalty: 5331.989258
	Iteration 6F: 3 clusters Score -8662697 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -8664356.000000 Penalty: 5331.989258
	Iteration 7F: 3 clusters Score -8664356 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8665978.000000 Penalty: 5331.989258
	Iteration 8F: 3 clusters Score -8665978 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8667240.000000 Penalty: 5331.989258
	Iteration 9F: 3 clusters Score -8667240 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8667939.000000 Penalty: 5331.989258
	Iteration 10Q: 3 clusters Score -8667939 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -8668253.000000 Penalty: 5331.989258
	Iteration 11Q: 3 clusters Score -8668253 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -8668485.000000 Penalty: 5331.989258
	Iteration 12Q: 3 clusters Score -8668485 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -8668659.000000 Penalty: 5331.989258
	Iteration 13Q: 3 clusters Score -8668659 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -8668832.000000 Penalty: 5331.989258
	Iteration 14Q: 3 clusters Score -8668832 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8668937.000000 Penalty: 5331.989258
	Iteration 15Q: 3 clusters Score -8668937 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -8669080.000000 Penalty: 5331.989258
	Iteration 16Q: 3 clusters Score -8669080 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -8669243.000000 Penalty: 5331.989258
	Iteration 17Q: 3 clusters Score -8669243 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -8669355.000000 Penalty: 5331.989258
	Iteration 18Q: 3 clusters Score -8669355 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -8669591.000000 Penalty: 5331.989258
	Iteration 19Q: 3 clusters Score -8669591 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -8669779.000000 Penalty: 5331.989258
	Iteration 20F: 3 clusters Score -8669779 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -8669981.000000 Penalty: 5331.989258
	Iteration 21Q: 3 clusters Score -8669981 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -8670199.000000 Penalty: 5331.989258
	Iteration 22Q: 3 clusters Score -8670199 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -8670448.000000 Penalty: 5331.989258
	Iteration 23Q: 3 clusters Score -8670448 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -8670655.000000 Penalty: 5331.989258
	Iteration 24Q: 3 clusters Score -8670655 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -8670912.000000 Penalty: 5331.989258
	Iteration 25Q: 3 clusters Score -8670912 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -8671184.000000 Penalty: 5331.989258
	Iteration 26Q: 3 clusters Score -8671184 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -8671420.000000 Penalty: 5331.989258
	Iteration 27Q: 3 clusters Score -8671420 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -8671674.000000 Penalty: 5331.989258
	Iteration 28Q: 3 clusters Score -8671674 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8671899.000000 Penalty: 5331.989258
	Iteration 29Q: 3 clusters Score -8671899 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -8672116.000000 Penalty: 5331.989258
	Iteration 30Q: 3 clusters Score -8672116 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -8672303.000000 Penalty: 5331.989258
	Iteration 31Q: 3 clusters Score -8672303 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -8672459.000000 Penalty: 5331.989258
	Iteration 32Q: 3 clusters Score -8672459 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -8672595.000000 Penalty: 5331.989258
	Iteration 33Q: 3 clusters Score -8672595 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -8672718.000000 Penalty: 5331.989258
	Iteration 34Q: 3 clusters Score -8672718 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -8672796.000000 Penalty: 5331.989258
	Iteration 35Q: 3 clusters Score -8672796 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -8672901.000000 Penalty: 5331.989258
	Iteration 36Q: 3 clusters Score -8672901 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -8673016.000000 Penalty: 5331.989258
	Iteration 37Q: 3 clusters Score -8673016 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -8673085.000000 Penalty: 5331.989258
	Iteration 38Q: 3 clusters Score -8673085 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -8673148.000000 Penalty: 5331.989258
	Iteration 39Q: 3 clusters Score -8673148 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -8673218.000000 Penalty: 5331.989258
	Iteration 40F: 3 clusters Score -8673218 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -8673321.000000 Penalty: 5331.989258
	Iteration 41Q: 3 clusters Score -8673321 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -8673408.000000 Penalty: 5331.989258
	Iteration 42Q: 3 clusters Score -8673408 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -8673513.000000 Penalty: 5331.989258
	Iteration 43Q: 3 clusters Score -8673513 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -8673616.000000 Penalty: 5331.989258
	Iteration 44Q: 3 clusters Score -8673616 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -8673697.000000 Penalty: 5331.989258
	Iteration 45Q: 3 clusters Score -8673697 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8673770.000000 Penalty: 5331.989258
	Iteration 46Q: 3 clusters Score -8673770 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -8673837.000000 Penalty: 5331.989258
	Iteration 47Q: 3 clusters Score -8673837 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8673946.000000 Penalty: 5331.989258
	Iteration 48Q: 3 clusters Score -8673946 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8674029.000000 Penalty: 5331.989258
	Iteration 49Q: 3 clusters Score -8674029 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8674117.000000 Penalty: 5331.989258
	Iteration 50Q: 3 clusters Score -8674117 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -8674188.000000 Penalty: 5331.989258
	Iteration 51Q: 3 clusters Score -8674188 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8674245.000000 Penalty: 5331.989258
	Iteration 52Q: 3 clusters Score -8674245 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8674284.000000 Penalty: 5331.989258
	Iteration 53Q: 3 clusters Score -8674284 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -8674319.000000 Penalty: 5331.989258
	Iteration 54Q: 3 clusters Score -8674319 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -8674345.000000 Penalty: 5331.989258
	Iteration 55Q: 3 clusters Score -8674345 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8674395.000000 Penalty: 5331.989258
	Iteration 56Q: 3 clusters Score -8674395 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -8674411.000000 Penalty: 5331.989258
	Iteration 57Q: 3 clusters Score -8674411 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8674399.000000 Penalty: 5331.989258
	Iteration 58Q: 3 clusters Score -8674399 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8674383.000000 Penalty: 5331.989258
	Iteration 59Q: 3 clusters Score -8674383 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -8674402.000000 Penalty: 5331.989258
	Iteration 60F: 3 clusters Score -8674402 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8674413.000000 Penalty: 5331.989258
	Iteration 61Q: 3 clusters Score -8674413 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -8674413.000000 Penalty: 5331.989258
	Iteration 62Q: 3 clusters Score -8674413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8674415.000000 Penalty: 5331.989258
	Iteration 63Q: 3 clusters Score -8674415 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8674439.000000 Penalty: 5331.989258
	Iteration 64Q: 3 clusters Score -8674439 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -8674403.000000 Penalty: 5331.989258
	Iteration 65Q: 3 clusters Score -8674403 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -8674417.000000 Penalty: 5331.989258
	Iteration 66Q: 3 clusters Score -8674417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -8674409.000000 Penalty: 5331.989258
	Iteration 67Q: 3 clusters Score -8674409 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8674404.000000 Penalty: 5331.989258
	Iteration 68Q: 3 clusters Score -8674404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8674410.000000 Penalty: 5331.989258
	Iteration 69Q: 3 clusters Score -8674410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8674412.000000 Penalty: 5331.989258
	Iteration 70Q: 3 clusters Score -8674412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8674406.000000 Penalty: 5331.989258
	Iteration 71Q: 3 clusters Score -8674406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8674406.000000 Penalty: 5331.989258
	Iteration 72Q: 3 clusters Score -8674406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8674425.000000 Penalty: 5331.989258
	Iteration 73Q: 3 clusters Score -8674425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8674439.000000 Penalty: 5331.989258
	Iteration 74Q: 3 clusters Score -8674439 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8674437.000000 Penalty: 5331.989258
	Iteration 75Q: 3 clusters Score -8674437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -8674425.000000 Penalty: 5331.989258
	Iteration 76Q: 3 clusters Score -8674425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8674394.000000 Penalty: 5331.989258
	Iteration 77Q: 3 clusters Score -8674394 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8674385.000000 Penalty: 5331.989258
	Iteration 78Q: 3 clusters Score -8674385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -8674387.000000 Penalty: 5331.989258
	Iteration 79Q: 3 clusters Score -8674387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8674377.000000 Penalty: 5331.989258
	Iteration 80F: 3 clusters Score -8674377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -8674375.000000 Penalty: 5331.989258
	Iteration 81Q: 3 clusters Score -8674375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8674368.000000 Penalty: 5331.989258
	Iteration 82Q: 3 clusters Score -8674368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -8674366.000000 Penalty: 5331.989258
	Iteration 83Q: 3 clusters Score -8674366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -8674362.000000 Penalty: 5331.989258
	Iteration 84Q: 3 clusters Score -8674362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8674359.000000 Penalty: 5331.989258
	Iteration 85Q: 3 clusters Score -8674359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8674345.000000 Penalty: 5331.989258
	Iteration 86Q: 3 clusters Score -8674345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8674355.000000 Penalty: 5331.989258
	Iteration 87Q: 3 clusters Score -8674355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8674352.000000 Penalty: 5331.989258
	Iteration 88Q: 3 clusters Score -8674352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8674348.000000 Penalty: 5331.989258
	Iteration 89Q: 3 clusters Score -8674348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8674358.000000 Penalty: 5331.989258
	Iteration 90Q: 3 clusters Score -8674358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -8674352.000000 Penalty: 5331.989258
	Iteration 91Q: 3 clusters Score -8674352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8674356.000000 Penalty: 5331.989258
	Iteration 92Q: 3 clusters Score -8674356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45186 members 
Entering Unmasked Estep 
Score: -8674343.000000 Penalty: 5331.989258
	Iteration 93Q: 3 clusters Score -8674343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -8674342.000000 Penalty: 5331.989258
	Iteration 94Q: 3 clusters Score -8674342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8674341.000000 Penalty: 5331.989258
	Iteration 95Q: 3 clusters Score -8674341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -8674339.000000 Penalty: 5331.989258
	Iteration 96Q: 3 clusters Score -8674339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8674339.000000 Penalty: 5331.989258
	Iteration 97Q: 3 clusters Score -8674339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8674335.000000 Penalty: 5331.989258
	Iteration 98Q: 3 clusters Score -8674335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8674340.000000 Penalty: 5331.989258
	Iteration 99Q: 3 clusters Score -8674340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -8674340.000000 Penalty: 5331.989258
	Iteration 100F: 3 clusters Score -8674340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Entering Unmasked Estep 
Score: -954891.875000 Penalty: 2119.690674
	Iteration 0F: 2 clusters Score -954891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -950266.000000 Penalty: 4239.381348
	Iteration 0F: 3 clusters Score -950266 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -951486.375000 Penalty: 4239.381348
	Iteration 1F: 3 clusters Score -951486.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -951719.562500 Penalty: 4239.381348
	Iteration 2F: 3 clusters Score -951719.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -951892.250000 Penalty: 4239.381348
	Iteration 3F: 3 clusters Score -951892.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -952018.812500 Penalty: 4239.381348
	Iteration 4Q: 3 clusters Score -952018.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -952115.187500 Penalty: 4239.381348
	Iteration 5Q: 3 clusters Score -952115.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -952199.187500 Penalty: 4239.381348
	Iteration 6Q: 3 clusters Score -952199.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -952276.500000 Penalty: 4239.381348
	Iteration 7Q: 3 clusters Score -952276.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -952347.875000 Penalty: 4239.381348
	Iteration 8Q: 3 clusters Score -952347.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -952405.625000 Penalty: 4239.381348
	Iteration 9Q: 3 clusters Score -952405.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -952462.312500 Penalty: 4239.381348
	Iteration 10Q: 3 clusters Score -952462.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -952517.625000 Penalty: 4239.381348
	Iteration 11Q: 3 clusters Score -952517.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -952571.687500 Penalty: 4239.381348
	Iteration 12Q: 3 clusters Score -952571.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -952630.500000 Penalty: 4239.381348
	Iteration 13Q: 3 clusters Score -952630.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -952690.500000 Penalty: 4239.381348
	Iteration 14Q: 3 clusters Score -952690.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -952755.875000 Penalty: 4239.381348
	Iteration 15Q: 3 clusters Score -952755.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -952809.625000 Penalty: 4239.381348
	Iteration 16Q: 3 clusters Score -952809.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -952859.000000 Penalty: 4239.381348
	Iteration 17Q: 3 clusters Score -952859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -952908.875000 Penalty: 4239.381348
	Iteration 18Q: 3 clusters Score -952908.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -952956.625000 Penalty: 4239.381348
	Iteration 19Q: 3 clusters Score -952956.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -953005.812500 Penalty: 4239.381348
	Iteration 20F: 3 clusters Score -953005.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -953049.187500 Penalty: 4239.381348
	Iteration 21Q: 3 clusters Score -953049.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -953082.250000 Penalty: 4239.381348
	Iteration 22Q: 3 clusters Score -953082.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -953100.937500 Penalty: 4239.381348
	Iteration 23Q: 3 clusters Score -953100.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -953121.437500 Penalty: 4239.381348
	Iteration 24Q: 3 clusters Score -953121.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -953132.437500 Penalty: 4239.381348
	Iteration 25Q: 3 clusters Score -953132.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -953147.437500 Penalty: 4239.381348
	Iteration 26Q: 3 clusters Score -953147.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -953158.125000 Penalty: 4239.381348
	Iteration 27Q: 3 clusters Score -953158.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -953169.250000 Penalty: 4239.381348
	Iteration 28Q: 3 clusters Score -953169.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -953173.125000 Penalty: 4239.381348
	Iteration 29Q: 3 clusters Score -953173.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -953181.062500 Penalty: 4239.381348
	Iteration 30Q: 3 clusters Score -953181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -953187.937500 Penalty: 4239.381348
	Iteration 31Q: 3 clusters Score -953187.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -953189.937500 Penalty: 4239.381348
	Iteration 32Q: 3 clusters Score -953189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -953197.625000 Penalty: 4239.381348
	Iteration 33Q: 3 clusters Score -953197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -953204.875000 Penalty: 4239.381348
	Iteration 34Q: 3 clusters Score -953204.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -953208.937500 Penalty: 4239.381348
	Iteration 35Q: 3 clusters Score -953208.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -953212.000000 Penalty: 4239.381348
	Iteration 36Q: 3 clusters Score -953212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -953213.312500 Penalty: 4239.381348
	Iteration 37Q: 3 clusters Score -953213.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -953213.312500 Penalty: 4239.381348
	Iteration 38F: 3 clusters Score -953213.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Entering Unmasked Estep 
Score: -476824.031250 Penalty: 1956.213989
	Iteration 0F: 2 clusters Score -476824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -473769.937500 Penalty: 3912.427979
	Iteration 0F: 3 clusters Score -473769.9 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -474405.593750 Penalty: 3912.427979
	Iteration 1F: 3 clusters Score -474405.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -474592.406250 Penalty: 3912.427979
	Iteration 2F: 3 clusters Score -474592.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -474724.781250 Penalty: 3912.427979
	Iteration 3F: 3 clusters Score -474724.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -474811.750000 Penalty: 3912.427979
	Iteration 4Q: 3 clusters Score -474811.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -474868.656250 Penalty: 3912.427979
	Iteration 5Q: 3 clusters Score -474868.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -474912.406250 Penalty: 3912.427979
	Iteration 6Q: 3 clusters Score -474912.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -474938.750000 Penalty: 3912.427979
	Iteration 7Q: 3 clusters Score -474938.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -474963.812500 Penalty: 3912.427979
	Iteration 8Q: 3 clusters Score -474963.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -474999.000000 Penalty: 3912.427979
	Iteration 9Q: 3 clusters Score -474999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -475035.437500 Penalty: 3912.427979
	Iteration 10Q: 3 clusters Score -475035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -475065.375000 Penalty: 3912.427979
	Iteration 11Q: 3 clusters Score -475065.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -475088.843750 Penalty: 3912.427979
	Iteration 12Q: 3 clusters Score -475088.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -475106.250000 Penalty: 3912.427979
	Iteration 13Q: 3 clusters Score -475106.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -475130.250000 Penalty: 3912.427979
	Iteration 14Q: 3 clusters Score -475130.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -475146.000000 Penalty: 3912.427979
	Iteration 15Q: 3 clusters Score -475146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -475160.781250 Penalty: 3912.427979
	Iteration 16Q: 3 clusters Score -475160.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -475186.343750 Penalty: 3912.427979
	Iteration 17Q: 3 clusters Score -475186.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -475226.468750 Penalty: 3912.427979
	Iteration 18Q: 3 clusters Score -475226.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -475279.531250 Penalty: 3912.427979
	Iteration 19Q: 3 clusters Score -475279.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -475343.375000 Penalty: 3912.427979
	Iteration 20F: 3 clusters Score -475343.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -475379.625000 Penalty: 3912.427979
	Iteration 21Q: 3 clusters Score -475379.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -475401.968750 Penalty: 3912.427979
	Iteration 22Q: 3 clusters Score -475402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -475421.031250 Penalty: 3912.427979
	Iteration 23Q: 3 clusters Score -475421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -475431.250000 Penalty: 3912.427979
	Iteration 24Q: 3 clusters Score -475431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -475438.812500 Penalty: 3912.427979
	Iteration 25Q: 3 clusters Score -475438.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -475441.718750 Penalty: 3912.427979
	Iteration 26Q: 3 clusters Score -475441.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -475445.625000 Penalty: 3912.427979
	Iteration 27Q: 3 clusters Score -475445.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -475449.406250 Penalty: 3912.427979
	Iteration 28Q: 3 clusters Score -475449.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -475453.125000 Penalty: 3912.427979
	Iteration 29Q: 3 clusters Score -475453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -475457.218750 Penalty: 3912.427979
	Iteration 30Q: 3 clusters Score -475457.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -475458.812500 Penalty: 3912.427979
	Iteration 31Q: 3 clusters Score -475458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -475462.781250 Penalty: 3912.427979
	Iteration 32Q: 3 clusters Score -475462.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -475465.718750 Penalty: 3912.427979
	Iteration 33Q: 3 clusters Score -475465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -475468.187500 Penalty: 3912.427979
	Iteration 34Q: 3 clusters Score -475468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -475472.343750 Penalty: 3912.427979
	Iteration 35Q: 3 clusters Score -475472.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -475473.562500 Penalty: 3912.427979
	Iteration 36Q: 3 clusters Score -475473.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -475475.468750 Penalty: 3912.427979
	Iteration 37Q: 3 clusters Score -475475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -475476.812500 Penalty: 3912.427979
	Iteration 38Q: 3 clusters Score -475476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -475476.812500 Penalty: 3912.427979
	Iteration 39F: 3 clusters Score -475476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 46171 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53205 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 51573 members 
Mstep: Class 8 contains 52755 members 
Mstep: Class 9 contains 34310 members 
Mstep: Class 10 contains 47951 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36330 members 
Mstep: Class 14 contains 49476 members 
Mstep: Class 15 contains 45226 members 
Mstep: Class 16 contains 62216 members 
Mstep: Class 17 contains 52807 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51789 members 
Mstep: Class 22 contains 23993 members 
Mstep: Class 23 contains 35639 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46629 members 
Mstep: Class 28 contains 5152 members 
Mstep: Class 29 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116704.000000 Penalty: 97259.320312
Iteration 279Q: 30 clusters Score -1.371167e+08 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 46180 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53174 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 51688 members 
Mstep: Class 8 contains 52764 members 
Mstep: Class 9 contains 34221 members 
Mstep: Class 10 contains 47971 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 36158 members 
Mstep: Class 14 contains 49477 members 
Mstep: Class 15 contains 45240 members 
Mstep: Class 16 contains 62301 members 
Mstep: Class 17 contains 52800 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51764 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 35685 members 
Mstep: Class 24 contains 3805 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46659 members 
Mstep: Class 28 contains 5155 members 
Mstep: Class 29 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116784.000000 Penalty: 97259.320312
Iteration 280F: 30 clusters Score -1.371168e+08 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 46186 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53163 members 
Mstep: Class 6 contains 27507 members 
Mstep: Class 7 contains 51816 members 
Mstep: Class 8 contains 52803 members 
Mstep: Class 9 contains 34146 members 
Mstep: Class 10 contains 48019 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35948 members 
Mstep: Class 14 contains 49492 members 
Mstep: Class 15 contains 45239 members 
Mstep: Class 16 contains 62384 members 
Mstep: Class 17 contains 52779 members 
Mstep: Class 18 contains 3871 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51728 members 
Mstep: Class 22 contains 23985 members 
Mstep: Class 23 contains 35715 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46662 members 
Mstep: Class 28 contains 5159 members 
Mstep: Class 29 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116480.000000 Penalty: 97259.320312
Iteration 281Q: 30 clusters Score -1.371165e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 46200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53162 members 
Mstep: Class 6 contains 27510 members 
Mstep: Class 7 contains 51863 members 
Mstep: Class 8 contains 52804 members 
Mstep: Class 9 contains 34072 members 
Mstep: Class 10 contains 48059 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35740 members 
Mstep: Class 14 contains 49527 members 
Mstep: Class 15 contains 45249 members 
Mstep: Class 16 contains 62470 members 
Mstep: Class 17 contains 52775 members 
Mstep: Class 18 contains 3868 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51710 members 
Mstep: Class 22 contains 23976 members 
Mstep: Class 23 contains 35749 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46706 members 
Mstep: Class 28 contains 5162 members 
Mstep: Class 29 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116432.000000 Penalty: 97259.320312
Iteration 282Q: 30 clusters Score -1.371164e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 46248 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53234 members 
Mstep: Class 6 contains 27522 members 
Mstep: Class 7 contains 51851 members 
Mstep: Class 8 contains 52809 members 
Mstep: Class 9 contains 33967 members 
Mstep: Class 10 contains 48085 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35563 members 
Mstep: Class 14 contains 49570 members 
Mstep: Class 15 contains 45244 members 
Mstep: Class 16 contains 62511 members 
Mstep: Class 17 contains 52784 members 
Mstep: Class 18 contains 3874 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51673 members 
Mstep: Class 22 contains 23960 members 
Mstep: Class 23 contains 35803 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46749 members 
Mstep: Class 28 contains 5162 members 
Mstep: Class 29 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116064.000000 Penalty: 97259.320312
Iteration 283Q: 30 clusters Score -1.371161e+08 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 46270 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53273 members 
Mstep: Class 6 contains 27530 members 
Mstep: Class 7 contains 51825 members 
Mstep: Class 8 contains 52809 members 
Mstep: Class 9 contains 33888 members 
Mstep: Class 10 contains 48100 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35427 members 
Mstep: Class 14 contains 49587 members 
Mstep: Class 15 contains 45266 members 
Mstep: Class 16 contains 62535 members 
Mstep: Class 17 contains 52799 members 
Mstep: Class 18 contains 3878 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51652 members 
Mstep: Class 22 contains 23963 members 
Mstep: Class 23 contains 35849 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46799 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116160.000000 Penalty: 97259.320312
Iteration 284Q: 30 clusters Score -1.371162e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 46286 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53331 members 
Mstep: Class 6 contains 27522 members 
Mstep: Class 7 contains 51834 members 
Mstep: Class 8 contains 52774 members 
Mstep: Class 9 contains 33800 members 
Mstep: Class 10 contains 48126 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35289 members 
Mstep: Class 14 contains 49609 members 
Mstep: Class 15 contains 45310 members 
Mstep: Class 16 contains 62572 members 
Mstep: Class 17 contains 52794 members 
Mstep: Class 18 contains 3881 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51605 members 
Mstep: Class 22 contains 23949 members 
Mstep: Class 23 contains 35888 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46887 members 
Mstep: Class 28 contains 5162 members 
Mstep: Class 29 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116288.000000 Penalty: 97259.320312
Iteration 285Q: 30 clusters Score -1.371163e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 46286 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53366 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 51824 members 
Mstep: Class 8 contains 52751 members 
Mstep: Class 9 contains 33756 members 
Mstep: Class 10 contains 48149 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35161 members 
Mstep: Class 14 contains 49628 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 62614 members 
Mstep: Class 17 contains 52790 members 
Mstep: Class 18 contains 3885 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51563 members 
Mstep: Class 22 contains 23935 members 
Mstep: Class 23 contains 35958 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46952 members 
Mstep: Class 28 contains 5161 members 
Mstep: Class 29 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116304.000000 Penalty: 97259.320312
Iteration 286Q: 30 clusters Score -1.371163e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 46266 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53424 members 
Mstep: Class 6 contains 27533 members 
Mstep: Class 7 contains 51793 members 
Mstep: Class 8 contains 52730 members 
Mstep: Class 9 contains 33712 members 
Mstep: Class 10 contains 48148 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 35042 members 
Mstep: Class 14 contains 49667 members 
Mstep: Class 15 contains 45349 members 
Mstep: Class 16 contains 62653 members 
Mstep: Class 17 contains 52828 members 
Mstep: Class 18 contains 3886 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51579 members 
Mstep: Class 22 contains 23922 members 
Mstep: Class 23 contains 35993 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 46948 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116304.000000 Penalty: 97259.320312
Iteration 287Q: 30 clusters Score -1.371163e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 46301 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53455 members 
Mstep: Class 6 contains 27531 members 
Mstep: Class 7 contains 51805 members 
Mstep: Class 8 contains 52718 members 
Mstep: Class 9 contains 33662 members 
Mstep: Class 10 contains 48163 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34914 members 
Mstep: Class 14 contains 49705 members 
Mstep: Class 15 contains 45360 members 
Mstep: Class 16 contains 62665 members 
Mstep: Class 17 contains 52873 members 
Mstep: Class 18 contains 3893 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51587 members 
Mstep: Class 22 contains 23912 members 
Mstep: Class 23 contains 36044 members 
Mstep: Class 24 contains 3777 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 46892 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116544.000000 Penalty: 97259.320312
Iteration 288Q: 30 clusters Score -1.371165e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 46310 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53480 members 
Mstep: Class 6 contains 27529 members 
Mstep: Class 7 contains 51850 members 
Mstep: Class 8 contains 52727 members 
Mstep: Class 9 contains 33596 members 
Mstep: Class 10 contains 48160 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34776 members 
Mstep: Class 14 contains 49730 members 
Mstep: Class 15 contains 45388 members 
Mstep: Class 16 contains 62685 members 
Mstep: Class 17 contains 52909 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51572 members 
Mstep: Class 22 contains 23905 members 
Mstep: Class 23 contains 36088 members 
Mstep: Class 24 contains 3772 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46889 members 
Mstep: Class 28 contains 5158 members 
Mstep: Class 29 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116864.000000 Penalty: 97259.320312
Iteration 289Q: 30 clusters Score -1.371169e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 46349 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53477 members 
Mstep: Class 6 contains 27510 members 
Mstep: Class 7 contains 51921 members 
Mstep: Class 8 contains 52718 members 
Mstep: Class 9 contains 33568 members 
Mstep: Class 10 contains 48164 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 49740 members 
Mstep: Class 15 contains 45437 members 
Mstep: Class 16 contains 62687 members 
Mstep: Class 17 contains 52936 members 
Mstep: Class 18 contains 3895 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51564 members 
Mstep: Class 22 contains 23891 members 
Mstep: Class 23 contains 36110 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46858 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 2656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116816.000000 Penalty: 97259.320312
Iteration 290Q: 30 clusters Score -1.371168e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 46414 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53503 members 
Mstep: Class 6 contains 27504 members 
Mstep: Class 7 contains 51932 members 
Mstep: Class 8 contains 52718 members 
Mstep: Class 9 contains 33535 members 
Mstep: Class 10 contains 48178 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 14 contains 49752 members 
Mstep: Class 15 contains 45482 members 
Mstep: Class 16 contains 62664 members 
Mstep: Class 17 contains 52948 members 
Mstep: Class 18 contains 3899 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51571 members 
Mstep: Class 22 contains 23891 members 
Mstep: Class 23 contains 36134 members 
Mstep: Class 24 contains 3764 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46826 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116880.000000 Penalty: 97259.320312
Iteration 291Q: 30 clusters Score -1.371169e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 46445 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53524 members 
Mstep: Class 6 contains 27505 members 
Mstep: Class 7 contains 51934 members 
Mstep: Class 8 contains 52704 members 
Mstep: Class 9 contains 33496 members 
Mstep: Class 10 contains 48232 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34402 members 
Mstep: Class 14 contains 49749 members 
Mstep: Class 15 contains 45495 members 
Mstep: Class 16 contains 62667 members 
Mstep: Class 17 contains 53019 members 
Mstep: Class 18 contains 3905 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51558 members 
Mstep: Class 22 contains 23886 members 
Mstep: Class 23 contains 36135 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46844 members 
Mstep: Class 28 contains 5161 members 
Mstep: Class 29 contains 2658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116576.000000 Penalty: 97259.320312
Iteration 292Q: 30 clusters Score -1.371166e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 46478 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 27504 members 
Mstep: Class 7 contains 51970 members 
Mstep: Class 8 contains 52689 members 
Mstep: Class 9 contains 33453 members 
Mstep: Class 10 contains 48281 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34267 members 
Mstep: Class 14 contains 49734 members 
Mstep: Class 15 contains 45495 members 
Mstep: Class 16 contains 62690 members 
Mstep: Class 17 contains 53053 members 
Mstep: Class 18 contains 3915 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51529 members 
Mstep: Class 22 contains 23894 members 
Mstep: Class 23 contains 36148 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46878 members 
Mstep: Class 28 contains 5162 members 
Mstep: Class 29 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116656.000000 Penalty: 97259.320312
Iteration 293Q: 30 clusters Score -1.371167e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 46502 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53540 members 
Mstep: Class 6 contains 27496 members 
Mstep: Class 7 contains 51997 members 
Mstep: Class 8 contains 52729 members 
Mstep: Class 9 contains 33414 members 
Mstep: Class 10 contains 48311 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34135 members 
Mstep: Class 14 contains 49745 members 
Mstep: Class 15 contains 45509 members 
Mstep: Class 16 contains 62695 members 
Mstep: Class 17 contains 53075 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51504 members 
Mstep: Class 22 contains 23896 members 
Mstep: Class 23 contains 36148 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46893 members 
Mstep: Class 28 contains 5163 members 
Mstep: Class 29 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116784.000000 Penalty: 97259.320312
Iteration 294Q: 30 clusters Score -1.371168e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 46549 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53522 members 
Mstep: Class 6 contains 27496 members 
Mstep: Class 7 contains 52036 members 
Mstep: Class 8 contains 52743 members 
Mstep: Class 9 contains 33385 members 
Mstep: Class 10 contains 48322 members 
Mstep: Class 11 contains 2466 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 34010 members 
Mstep: Class 14 contains 49754 members 
Mstep: Class 15 contains 45537 members 
Mstep: Class 16 contains 62704 members 
Mstep: Class 17 contains 53089 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51485 members 
Mstep: Class 22 contains 23898 members 
Mstep: Class 23 contains 36158 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46907 members 
Mstep: Class 28 contains 5165 members 
Mstep: Class 29 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116880.000000 Penalty: 97259.320312
Iteration 295Q: 30 clusters Score -1.371169e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 46553 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53517 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 52063 members 
Mstep: Class 8 contains 52734 members 
Mstep: Class 9 contains 33359 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33873 members 
Mstep: Class 14 contains 49770 members 
Mstep: Class 15 contains 45566 members 
Mstep: Class 16 contains 62703 members 
Mstep: Class 17 contains 53108 members 
Mstep: Class 18 contains 3921 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51479 members 
Mstep: Class 22 contains 23904 members 
Mstep: Class 23 contains 36170 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46948 members 
Mstep: Class 28 contains 5167 members 
Mstep: Class 29 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117104.000000 Penalty: 97259.320312
Iteration 296Q: 30 clusters Score -1.371171e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 46566 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53556 members 
Mstep: Class 6 contains 27493 members 
Mstep: Class 7 contains 52070 members 
Mstep: Class 8 contains 52721 members 
Mstep: Class 9 contains 33327 members 
Mstep: Class 10 contains 48397 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33743 members 
Mstep: Class 14 contains 49800 members 
Mstep: Class 15 contains 45556 members 
Mstep: Class 16 contains 62726 members 
Mstep: Class 17 contains 53133 members 
Mstep: Class 18 contains 3919 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51473 members 
Mstep: Class 22 contains 23917 members 
Mstep: Class 23 contains 36175 members 
Mstep: Class 24 contains 3741 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46951 members 
Mstep: Class 28 contains 5169 members 
Mstep: Class 29 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117152.000000 Penalty: 97259.320312
Iteration 297Q: 30 clusters Score -1.371172e+08 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 46578 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53571 members 
Mstep: Class 6 contains 27501 members 
Mstep: Class 7 contains 52057 members 
Mstep: Class 8 contains 52741 members 
Mstep: Class 9 contains 33312 members 
Mstep: Class 10 contains 48424 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33616 members 
Mstep: Class 14 contains 49819 members 
Mstep: Class 15 contains 45560 members 
Mstep: Class 16 contains 62725 members 
Mstep: Class 17 contains 53178 members 
Mstep: Class 18 contains 3917 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51469 members 
Mstep: Class 22 contains 23918 members 
Mstep: Class 23 contains 36158 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 46982 members 
Mstep: Class 28 contains 5172 members 
Mstep: Class 29 contains 2668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117216.000000 Penalty: 97259.320312
Iteration 298Q: 30 clusters Score -1.371172e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 46614 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53627 members 
Mstep: Class 6 contains 27500 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 52753 members 
Mstep: Class 9 contains 33291 members 
Mstep: Class 10 contains 48468 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33459 members 
Mstep: Class 14 contains 49830 members 
Mstep: Class 15 contains 45582 members 
Mstep: Class 16 contains 62710 members 
Mstep: Class 17 contains 53185 members 
Mstep: Class 18 contains 3925 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51455 members 
Mstep: Class 22 contains 23899 members 
Mstep: Class 23 contains 36161 members 
Mstep: Class 24 contains 3739 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47042 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 2671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117072.000000 Penalty: 97259.320312
Iteration 299Q: 30 clusters Score -1.371171e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 46617 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53651 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 52021 members 
Mstep: Class 8 contains 52721 members 
Mstep: Class 9 contains 33281 members 
Mstep: Class 10 contains 48511 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33324 members 
Mstep: Class 14 contains 49864 members 
Mstep: Class 15 contains 45603 members 
Mstep: Class 16 contains 62721 members 
Mstep: Class 17 contains 53192 members 
Mstep: Class 18 contains 3931 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51468 members 
Mstep: Class 22 contains 23869 members 
Mstep: Class 23 contains 36167 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47084 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 2669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117200.000000 Penalty: 97259.320312
Iteration 300F: 30 clusters Score -1.371172e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 46616 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53670 members 
Mstep: Class 6 contains 27499 members 
Mstep: Class 7 contains 52033 members 
Mstep: Class 8 contains 52676 members 
Mstep: Class 9 contains 33286 members 
Mstep: Class 10 contains 48553 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33177 members 
Mstep: Class 14 contains 49892 members 
Mstep: Class 15 contains 45607 members 
Mstep: Class 16 contains 62736 members 
Mstep: Class 17 contains 53184 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51490 members 
Mstep: Class 22 contains 23852 members 
Mstep: Class 23 contains 36180 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47140 members 
Mstep: Class 28 contains 5170 members 
Mstep: Class 29 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117200.000000 Penalty: 97259.320312
Iteration 301Q: 30 clusters Score -1.371172e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 46589 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53669 members 
Mstep: Class 6 contains 27502 members 
Mstep: Class 7 contains 52047 members 
Mstep: Class 8 contains 52627 members 
Mstep: Class 9 contains 33295 members 
Mstep: Class 10 contains 48605 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 33024 members 
Mstep: Class 14 contains 49919 members 
Mstep: Class 15 contains 45609 members 
Mstep: Class 16 contains 62763 members 
Mstep: Class 17 contains 53208 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51499 members 
Mstep: Class 22 contains 23844 members 
Mstep: Class 23 contains 36188 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47198 members 
Mstep: Class 28 contains 5173 members 
Mstep: Class 29 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117360.000000 Penalty: 97259.320312
Iteration 302Q: 30 clusters Score -1.371174e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 46587 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53667 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 52074 members 
Mstep: Class 8 contains 52614 members 
Mstep: Class 9 contains 33308 members 
Mstep: Class 10 contains 48632 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 32871 members 
Mstep: Class 14 contains 49954 members 
Mstep: Class 15 contains 45621 members 
Mstep: Class 16 contains 62761 members 
Mstep: Class 17 contains 53239 members 
Mstep: Class 18 contains 3955 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51471 members 
Mstep: Class 22 contains 23830 members 
Mstep: Class 23 contains 36195 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47255 members 
Mstep: Class 28 contains 5173 members 
Mstep: Class 29 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117408.000000 Penalty: 97259.320312
Iteration 303Q: 30 clusters Score -1.371174e+08 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 46569 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53677 members 
Mstep: Class 6 contains 27496 members 
Mstep: Class 7 contains 52103 members 
Mstep: Class 8 contains 52602 members 
Mstep: Class 9 contains 33317 members 
Mstep: Class 10 contains 48669 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 32697 members 
Mstep: Class 14 contains 49979 members 
Mstep: Class 15 contains 45644 members 
Mstep: Class 16 contains 62775 members 
Mstep: Class 17 contains 53257 members 
Mstep: Class 18 contains 3948 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1050 members 
Mstep: Class 21 contains 51473 members 
Mstep: Class 22 contains 23818 members 
Mstep: Class 23 contains 36221 members 
Mstep: Class 24 contains 3735 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 47286 members 
Mstep: Class 28 contains 5176 members 
Mstep: Class 29 contains 2648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117728.000000 Penalty: 97259.320312
Iteration 304Q: 30 clusters Score -1.371177e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 46560 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53725 members 
Mstep: Class 6 contains 27495 members 
Mstep: Class 7 contains 52131 members 
Mstep: Class 8 contains 52601 members 
Mstep: Class 9 contains 33327 members 
Mstep: Class 10 contains 48707 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 32502 members 
Mstep: Class 14 contains 50010 members 
Mstep: Class 15 contains 45644 members 
Mstep: Class 16 contains 62771 members 
Mstep: Class 17 contains 53273 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51475 members 
Mstep: Class 22 contains 23821 members 
Mstep: Class 23 contains 36262 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47288 members 
Mstep: Class 28 contains 5177 members 
Mstep: Class 29 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117296.000000 Penalty: 97259.320312
Iteration 305Q: 30 clusters Score -1.371173e+08 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 46529 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53719 members 
Mstep: Class 6 contains 27492 members 
Mstep: Class 7 contains 52137 members 
Mstep: Class 8 contains 52646 members 
Mstep: Class 9 contains 33337 members 
Mstep: Class 10 contains 48771 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 32264 members 
Mstep: Class 14 contains 50041 members 
Mstep: Class 15 contains 45654 members 
Mstep: Class 16 contains 62781 members 
Mstep: Class 17 contains 53292 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51509 members 
Mstep: Class 22 contains 23822 members 
Mstep: Class 23 contains 36277 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47317 members 
Mstep: Class 28 contains 5178 members 
Mstep: Class 29 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117280.000000 Penalty: 97259.320312
Iteration 306Q: 30 clusters Score -1.371173e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 46517 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53741 members 
Mstep: Class 6 contains 27485 members 
Mstep: Class 7 contains 52118 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33346 members 
Mstep: Class 10 contains 48834 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 32009 members 
Mstep: Class 14 contains 50082 members 
Mstep: Class 15 contains 45690 members 
Mstep: Class 16 contains 62785 members 
Mstep: Class 17 contains 53318 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51543 members 
Mstep: Class 22 contains 23830 members 
Mstep: Class 23 contains 36299 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47332 members 
Mstep: Class 28 contains 5179 members 
Mstep: Class 29 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117200.000000 Penalty: 97259.320312
Iteration 307Q: 30 clusters Score -1.371172e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 46522 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53706 members 
Mstep: Class 6 contains 27489 members 
Mstep: Class 7 contains 52158 members 
Mstep: Class 8 contains 52682 members 
Mstep: Class 9 contains 33337 members 
Mstep: Class 10 contains 48888 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 31738 members 
Mstep: Class 14 contains 50126 members 
Mstep: Class 15 contains 45725 members 
Mstep: Class 16 contains 62809 members 
Mstep: Class 17 contains 53361 members 
Mstep: Class 18 contains 3940 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51583 members 
Mstep: Class 22 contains 23832 members 
Mstep: Class 23 contains 36321 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47320 members 
Mstep: Class 28 contains 5180 members 
Mstep: Class 29 contains 2644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116992.000000 Penalty: 97259.320312
Iteration 308Q: 30 clusters Score -1.37117e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 46544 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53675 members 
Mstep: Class 6 contains 27482 members 
Mstep: Class 7 contains 52135 members 
Mstep: Class 8 contains 52693 members 
Mstep: Class 9 contains 33341 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 31442 members 
Mstep: Class 14 contains 50172 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 62835 members 
Mstep: Class 17 contains 53420 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51625 members 
Mstep: Class 22 contains 23828 members 
Mstep: Class 23 contains 36338 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47332 members 
Mstep: Class 28 contains 5181 members 
Mstep: Class 29 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117184.000000 Penalty: 97259.320312
Iteration 309Q: 30 clusters Score -1.371172e+08 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 46571 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53630 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 52100 members 
Mstep: Class 8 contains 52738 members 
Mstep: Class 9 contains 33340 members 
Mstep: Class 10 contains 49056 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 31150 members 
Mstep: Class 14 contains 50214 members 
Mstep: Class 15 contains 45773 members 
Mstep: Class 16 contains 62830 members 
Mstep: Class 17 contains 53505 members 
Mstep: Class 18 contains 3943 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51648 members 
Mstep: Class 22 contains 23813 members 
Mstep: Class 23 contains 36371 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47357 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117008.000000 Penalty: 97259.320312
Iteration 310Q: 30 clusters Score -1.37117e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 46607 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53622 members 
Mstep: Class 6 contains 27468 members 
Mstep: Class 7 contains 52120 members 
Mstep: Class 8 contains 52719 members 
Mstep: Class 9 contains 33358 members 
Mstep: Class 10 contains 49146 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 30826 members 
Mstep: Class 14 contains 50266 members 
Mstep: Class 15 contains 45794 members 
Mstep: Class 16 contains 62832 members 
Mstep: Class 17 contains 53591 members 
Mstep: Class 18 contains 3952 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51671 members 
Mstep: Class 22 contains 23804 members 
Mstep: Class 23 contains 36411 members 
Mstep: Class 24 contains 3739 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47335 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 2643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117168.000000 Penalty: 97259.320312
Iteration 311Q: 30 clusters Score -1.371172e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 46666 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53605 members 
Mstep: Class 6 contains 27450 members 
Mstep: Class 7 contains 52124 members 
Mstep: Class 8 contains 52764 members 
Mstep: Class 9 contains 33367 members 
Mstep: Class 10 contains 49230 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 30471 members 
Mstep: Class 14 contains 50323 members 
Mstep: Class 15 contains 45807 members 
Mstep: Class 16 contains 62828 members 
Mstep: Class 17 contains 53667 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51701 members 
Mstep: Class 22 contains 23797 members 
Mstep: Class 23 contains 36430 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47320 members 
Mstep: Class 28 contains 5189 members 
Mstep: Class 29 contains 2645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116928.000000 Penalty: 97259.320312
Iteration 312Q: 30 clusters Score -1.371169e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 46755 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53609 members 
Mstep: Class 6 contains 27437 members 
Mstep: Class 7 contains 52098 members 
Mstep: Class 8 contains 52778 members 
Mstep: Class 9 contains 33377 members 
Mstep: Class 10 contains 49313 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 30108 members 
Mstep: Class 14 contains 50365 members 
Mstep: Class 15 contains 45811 members 
Mstep: Class 16 contains 62828 members 
Mstep: Class 17 contains 53770 members 
Mstep: Class 18 contains 3973 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51730 members 
Mstep: Class 22 contains 23786 members 
Mstep: Class 23 contains 36464 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47309 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117040.000000 Penalty: 97259.320312
Iteration 313Q: 30 clusters Score -1.37117e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 46882 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53596 members 
Mstep: Class 6 contains 27427 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52791 members 
Mstep: Class 9 contains 33405 members 
Mstep: Class 10 contains 49408 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 29701 members 
Mstep: Class 14 contains 50396 members 
Mstep: Class 15 contains 45817 members 
Mstep: Class 16 contains 62843 members 
Mstep: Class 17 contains 53876 members 
Mstep: Class 18 contains 3978 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51727 members 
Mstep: Class 22 contains 23787 members 
Mstep: Class 23 contains 36521 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47316 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116976.000000 Penalty: 97259.320312
Iteration 314Q: 30 clusters Score -1.37117e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 47023 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53605 members 
Mstep: Class 6 contains 27421 members 
Mstep: Class 7 contains 52017 members 
Mstep: Class 8 contains 52747 members 
Mstep: Class 9 contains 33445 members 
Mstep: Class 10 contains 49485 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 29287 members 
Mstep: Class 14 contains 50424 members 
Mstep: Class 15 contains 45828 members 
Mstep: Class 16 contains 62859 members 
Mstep: Class 17 contains 53978 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51732 members 
Mstep: Class 22 contains 23786 members 
Mstep: Class 23 contains 36573 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47321 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116960.000000 Penalty: 97259.320312
Iteration 315Q: 30 clusters Score -1.37117e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 47069 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53589 members 
Mstep: Class 6 contains 27428 members 
Mstep: Class 7 contains 52017 members 
Mstep: Class 8 contains 52753 members 
Mstep: Class 9 contains 33463 members 
Mstep: Class 10 contains 49576 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 28895 members 
Mstep: Class 14 contains 50453 members 
Mstep: Class 15 contains 45841 members 
Mstep: Class 16 contains 62854 members 
Mstep: Class 17 contains 54117 members 
Mstep: Class 18 contains 3990 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51750 members 
Mstep: Class 22 contains 23783 members 
Mstep: Class 23 contains 36602 members 
Mstep: Class 24 contains 3745 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47327 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137116976.000000 Penalty: 97259.320312
Iteration 316Q: 30 clusters Score -1.37117e+08 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 47112 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53610 members 
Mstep: Class 6 contains 27423 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 52704 members 
Mstep: Class 9 contains 33470 members 
Mstep: Class 10 contains 49661 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 28545 members 
Mstep: Class 14 contains 50481 members 
Mstep: Class 15 contains 45853 members 
Mstep: Class 16 contains 62880 members 
Mstep: Class 17 contains 54248 members 
Mstep: Class 18 contains 3992 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51755 members 
Mstep: Class 22 contains 23783 members 
Mstep: Class 23 contains 36634 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 47331 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117152.000000 Penalty: 97259.320312
Iteration 317Q: 30 clusters Score -1.371172e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 47159 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53623 members 
Mstep: Class 6 contains 27413 members 
Mstep: Class 7 contains 52031 members 
Mstep: Class 8 contains 52668 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49759 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 50507 members 
Mstep: Class 15 contains 45844 members 
Mstep: Class 16 contains 62883 members 
Mstep: Class 17 contains 54366 members 
Mstep: Class 18 contains 3993 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51748 members 
Mstep: Class 22 contains 23801 members 
Mstep: Class 23 contains 36687 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47363 members 
Mstep: Class 28 contains 5200 members 
Mstep: Class 29 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137117248.000000 Penalty: 97259.320312
Iteration 318Q: 30 clusters Score -1.371172e+08 nChanged 1912
Entering ConstructFrom: 
Score: -137117248.000000 Penalty: 97259.320312
Entering ConstructFrom: 
Trying to split cluster 1 (5978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Entering Unmasked Estep 
Score: -1115316.875000 Penalty: 2156.568848
	Iteration 0F: 2 clusters Score -1115317 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 3001 members 
Entering Unmasked Estep 
Score: -1110186.125000 Penalty: 4313.137695
	Iteration 0F: 3 clusters Score -1110186 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1111375.625000 Penalty: 4313.137695
	Iteration 1F: 3 clusters Score -1111376 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1111614.500000 Penalty: 4313.137695
	Iteration 2F: 3 clusters Score -1111614 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1111750.750000 Penalty: 4313.137695
	Iteration 3Q: 3 clusters Score -1111751 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1111842.625000 Penalty: 4313.137695
	Iteration 4Q: 3 clusters Score -1111843 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1111921.250000 Penalty: 4313.137695
	Iteration 5Q: 3 clusters Score -1111921 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1111976.500000 Penalty: 4313.137695
	Iteration 6Q: 3 clusters Score -1111976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1112024.500000 Penalty: 4313.137695
	Iteration 7Q: 3 clusters Score -1112024 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1112058.625000 Penalty: 4313.137695
	Iteration 8Q: 3 clusters Score -1112059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1112091.750000 Penalty: 4313.137695
	Iteration 9Q: 3 clusters Score -1112092 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1112127.500000 Penalty: 4313.137695
	Iteration 10Q: 3 clusters Score -1112128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1112163.000000 Penalty: 4313.137695
	Iteration 11Q: 3 clusters Score -1112163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1112201.875000 Penalty: 4313.137695
	Iteration 12Q: 3 clusters Score -1112202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1112251.250000 Penalty: 4313.137695
	Iteration 13Q: 3 clusters Score -1112251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1112298.375000 Penalty: 4313.137695
	Iteration 14Q: 3 clusters Score -1112298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1112353.625000 Penalty: 4313.137695
	Iteration 15Q: 3 clusters Score -1112354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1112405.875000 Penalty: 4313.137695
	Iteration 16Q: 3 clusters Score -1112406 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1112453.375000 Penalty: 4313.137695
	Iteration 17Q: 3 clusters Score -1112453 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1112497.375000 Penalty: 4313.137695
	Iteration 18Q: 3 clusters Score -1112497 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1112533.750000 Penalty: 4313.137695
	Iteration 19Q: 3 clusters Score -1112534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1112576.500000 Penalty: 4313.137695
	Iteration 20F: 3 clusters Score -1112576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1112613.750000 Penalty: 4313.137695
	Iteration 21Q: 3 clusters Score -1112614 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1112645.875000 Penalty: 4313.137695
	Iteration 22Q: 3 clusters Score -1112646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1112688.125000 Penalty: 4313.137695
	Iteration 23Q: 3 clusters Score -1112688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1112725.500000 Penalty: 4313.137695
	Iteration 24Q: 3 clusters Score -1112726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1112757.875000 Penalty: 4313.137695
	Iteration 25Q: 3 clusters Score -1112758 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1112782.875000 Penalty: 4313.137695
	Iteration 26Q: 3 clusters Score -1112783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1112808.375000 Penalty: 4313.137695
	Iteration 27Q: 3 clusters Score -1112808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1112837.000000 Penalty: 4313.137695
	Iteration 28Q: 3 clusters Score -1112837 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1112864.250000 Penalty: 4313.137695
	Iteration 29Q: 3 clusters Score -1112864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1112884.375000 Penalty: 4313.137695
	Iteration 30Q: 3 clusters Score -1112884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1112906.750000 Penalty: 4313.137695
	Iteration 31Q: 3 clusters Score -1112907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1112924.000000 Penalty: 4313.137695
	Iteration 32Q: 3 clusters Score -1112924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1112944.125000 Penalty: 4313.137695
	Iteration 33Q: 3 clusters Score -1112944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1112965.250000 Penalty: 4313.137695
	Iteration 34Q: 3 clusters Score -1112965 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1112986.750000 Penalty: 4313.137695
	Iteration 35Q: 3 clusters Score -1112987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1113000.750000 Penalty: 4313.137695
	Iteration 36Q: 3 clusters Score -1113001 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1113020.750000 Penalty: 4313.137695
	Iteration 37Q: 3 clusters Score -1113021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1113037.125000 Penalty: 4313.137695
	Iteration 38Q: 3 clusters Score -1113037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1113058.000000 Penalty: 4313.137695
	Iteration 39Q: 3 clusters Score -1113058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1113082.625000 Penalty: 4313.137695
	Iteration 40F: 3 clusters Score -1113083 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1113107.875000 Penalty: 4313.137695
	Iteration 41Q: 3 clusters Score -1113108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1113128.500000 Penalty: 4313.137695
	Iteration 42Q: 3 clusters Score -1113128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1113147.750000 Penalty: 4313.137695
	Iteration 43Q: 3 clusters Score -1113148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1113173.125000 Penalty: 4313.137695
	Iteration 44Q: 3 clusters Score -1113173 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1113197.125000 Penalty: 4313.137695
	Iteration 45Q: 3 clusters Score -1113197 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1113219.875000 Penalty: 4313.137695
	Iteration 46Q: 3 clusters Score -1113220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1113231.875000 Penalty: 4313.137695
	Iteration 47Q: 3 clusters Score -1113232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1113237.875000 Penalty: 4313.137695
	Iteration 48Q: 3 clusters Score -1113238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1113253.500000 Penalty: 4313.137695
	Iteration 49Q: 3 clusters Score -1113254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1113272.750000 Penalty: 4313.137695
	Iteration 50Q: 3 clusters Score -1113273 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1113288.000000 Penalty: 4313.137695
	Iteration 51Q: 3 clusters Score -1113288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1113300.875000 Penalty: 4313.137695
	Iteration 52Q: 3 clusters Score -1113301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1113314.375000 Penalty: 4313.137695
	Iteration 53Q: 3 clusters Score -1113314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1113332.375000 Penalty: 4313.137695
	Iteration 54Q: 3 clusters Score -1113332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1113346.500000 Penalty: 4313.137695
	Iteration 55Q: 3 clusters Score -1113346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1113356.375000 Penalty: 4313.137695
	Iteration 56Q: 3 clusters Score -1113356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1113369.500000 Penalty: 4313.137695
	Iteration 57Q: 3 clusters Score -1113370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1113383.375000 Penalty: 4313.137695
	Iteration 58Q: 3 clusters Score -1113383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1113391.750000 Penalty: 4313.137695
	Iteration 59Q: 3 clusters Score -1113392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1113400.125000 Penalty: 4313.137695
	Iteration 60F: 3 clusters Score -1113400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1113415.000000 Penalty: 4313.137695
	Iteration 61Q: 3 clusters Score -1113415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1113437.625000 Penalty: 4313.137695
	Iteration 62Q: 3 clusters Score -1113438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1113456.500000 Penalty: 4313.137695
	Iteration 63Q: 3 clusters Score -1113456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1113471.500000 Penalty: 4313.137695
	Iteration 64Q: 3 clusters Score -1113472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1113486.375000 Penalty: 4313.137695
	Iteration 65Q: 3 clusters Score -1113486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1113502.625000 Penalty: 4313.137695
	Iteration 66Q: 3 clusters Score -1113503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1113520.375000 Penalty: 4313.137695
	Iteration 67Q: 3 clusters Score -1113520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1113535.875000 Penalty: 4313.137695
	Iteration 68Q: 3 clusters Score -1113536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1113549.250000 Penalty: 4313.137695
	Iteration 69Q: 3 clusters Score -1113549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1113566.250000 Penalty: 4313.137695
	Iteration 70Q: 3 clusters Score -1113566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1113584.750000 Penalty: 4313.137695
	Iteration 71Q: 3 clusters Score -1113585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1113599.000000 Penalty: 4313.137695
	Iteration 72Q: 3 clusters Score -1113599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1113616.625000 Penalty: 4313.137695
	Iteration 73Q: 3 clusters Score -1113617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1113626.625000 Penalty: 4313.137695
	Iteration 74Q: 3 clusters Score -1113627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1113636.125000 Penalty: 4313.137695
	Iteration 75Q: 3 clusters Score -1113636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1113640.250000 Penalty: 4313.137695
	Iteration 76Q: 3 clusters Score -1113640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1113643.750000 Penalty: 4313.137695
	Iteration 77Q: 3 clusters Score -1113644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1113652.375000 Penalty: 4313.137695
	Iteration 78Q: 3 clusters Score -1113652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1113656.250000 Penalty: 4313.137695
	Iteration 79Q: 3 clusters Score -1113656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1113658.875000 Penalty: 4313.137695
	Iteration 80F: 3 clusters Score -1113659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1113659.500000 Penalty: 4313.137695
	Iteration 81Q: 3 clusters Score -1113660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1113658.125000 Penalty: 4313.137695
	Iteration 82Q: 3 clusters Score -1113658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1113658.125000 Penalty: 4313.137695
	Iteration 83F: 3 clusters Score -1113658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Entering Unmasked Estep 
Score: -8831618.000000 Penalty: 2669.012939
	Iteration 0F: 2 clusters Score -8831618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8801179.000000 Penalty: 5338.025879
	Iteration 0F: 3 clusters Score -8801179 nChanged 21850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8813289.000000 Penalty: 5338.025879
	Iteration 1F: 3 clusters Score -8813289 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8813815.000000 Penalty: 5338.025879
	Iteration 2Q: 3 clusters Score -8813815 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -8814306.000000 Penalty: 5338.025879
	Iteration 3Q: 3 clusters Score -8814306 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8814974.000000 Penalty: 5338.025879
	Iteration 4Q: 3 clusters Score -8814974 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -8815954.000000 Penalty: 5338.025879
	Iteration 5Q: 3 clusters Score -8815954 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -8817185.000000 Penalty: 5338.025879
	Iteration 6F: 3 clusters Score -8817185 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -8819104.000000 Penalty: 5338.025879
	Iteration 7F: 3 clusters Score -8819104 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8821716.000000 Penalty: 5338.025879
	Iteration 8F: 3 clusters Score -8821716 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -8824651.000000 Penalty: 5338.025879
	Iteration 9F: 3 clusters Score -8824651 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -8827049.000000 Penalty: 5338.025879
	Iteration 10F: 3 clusters Score -8827049 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8828410.000000 Penalty: 5338.025879
	Iteration 11Q: 3 clusters Score -8828410 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8829071.000000 Penalty: 5338.025879
	Iteration 12Q: 3 clusters Score -8829071 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8829387.000000 Penalty: 5338.025879
	Iteration 13Q: 3 clusters Score -8829387 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -8829552.000000 Penalty: 5338.025879
	Iteration 14Q: 3 clusters Score -8829552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8829626.000000 Penalty: 5338.025879
	Iteration 15Q: 3 clusters Score -8829626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8829662.000000 Penalty: 5338.025879
	Iteration 16Q: 3 clusters Score -8829662 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -8829710.000000 Penalty: 5338.025879
	Iteration 17Q: 3 clusters Score -8829710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8829732.000000 Penalty: 5338.025879
	Iteration 18Q: 3 clusters Score -8829732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -8829740.000000 Penalty: 5338.025879
	Iteration 19Q: 3 clusters Score -8829740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -8829741.000000 Penalty: 5338.025879
	Iteration 20F: 3 clusters Score -8829741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -8829746.000000 Penalty: 5338.025879
	Iteration 21Q: 3 clusters Score -8829746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 46649 members 
Entering Unmasked Estep 
Score: -8829753.000000 Penalty: 5338.025879
	Iteration 22Q: 3 clusters Score -8829753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -8829757.000000 Penalty: 5338.025879
	Iteration 23Q: 3 clusters Score -8829757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -8829763.000000 Penalty: 5338.025879
	Iteration 24Q: 3 clusters Score -8829763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -8829759.000000 Penalty: 5338.025879
	Iteration 25Q: 3 clusters Score -8829759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -8829761.000000 Penalty: 5338.025879
	Iteration 26Q: 3 clusters Score -8829761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8829761.000000 Penalty: 5338.025879
	Iteration 27Q: 3 clusters Score -8829761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8829765.000000 Penalty: 5338.025879
	Iteration 28Q: 3 clusters Score -8829765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -8829766.000000 Penalty: 5338.025879
	Iteration 29Q: 3 clusters Score -8829766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8829765.000000 Penalty: 5338.025879
	Iteration 30Q: 3 clusters Score -8829765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8829758.000000 Penalty: 5338.025879
	Iteration 31Q: 3 clusters Score -8829758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8829767.000000 Penalty: 5338.025879
	Iteration 32Q: 3 clusters Score -8829767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 46675 members 
Entering Unmasked Estep 
Score: -8829767.000000 Penalty: 5338.025879
	Iteration 33F: 3 clusters Score -8829767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Entering Unmasked Estep 
Score: -76223.703125 Penalty: 1568.441040
	Iteration 0F: 2 clusters Score -76223.7 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 269 members 
Entering Unmasked Estep 
Score: -74729.593750 Penalty: 3136.882080
	Iteration 0F: 3 clusters Score -74729.59 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -75179.320312 Penalty: 3136.882080
	Iteration 1F: 3 clusters Score -75179.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -75347.554688 Penalty: 3136.882080
	Iteration 2F: 3 clusters Score -75347.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -75476.343750 Penalty: 3136.882080
	Iteration 3F: 3 clusters Score -75476.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -75604.515625 Penalty: 3136.882080
	Iteration 4Q: 3 clusters Score -75604.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75657.773438 Penalty: 3136.882080
	Iteration 5Q: 3 clusters Score -75657.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75709.445312 Penalty: 3136.882080
	Iteration 6Q: 3 clusters Score -75709.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75730.851562 Penalty: 3136.882080
	Iteration 7Q: 3 clusters Score -75730.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75735.476562 Penalty: 3136.882080
	Iteration 8Q: 3 clusters Score -75735.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75735.906250 Penalty: 3136.882080
	Iteration 9Q: 3 clusters Score -75735.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75735.906250 Penalty: 3136.882080
	Iteration 10F: 3 clusters Score -75735.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Entering Unmasked Estep 
Score: -97572.914062 Penalty: 1618.933594
	Iteration 0F: 2 clusters Score -97572.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -96067.554688 Penalty: 3237.867188
	Iteration 0F: 3 clusters Score -96067.55 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -96573.593750 Penalty: 3237.867188
	Iteration 1F: 3 clusters Score -96573.59 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96866.648438 Penalty: 3237.867188
	Iteration 2F: 3 clusters Score -96866.65 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -97047.328125 Penalty: 3237.867188
	Iteration 3F: 3 clusters Score -97047.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97161.578125 Penalty: 3237.867188
	Iteration 4Q: 3 clusters Score -97161.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97212.906250 Penalty: 3237.867188
	Iteration 5Q: 3 clusters Score -97212.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97247.273438 Penalty: 3237.867188
	Iteration 6Q: 3 clusters Score -97247.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -97260.492188 Penalty: 3237.867188
	Iteration 7Q: 3 clusters Score -97260.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97262.820312 Penalty: 3237.867188
	Iteration 8Q: 3 clusters Score -97262.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97264.945312 Penalty: 3237.867188
	Iteration 9F: 3 clusters Score -97264.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -97276.445312 Penalty: 3237.867188
	Iteration 10Q: 3 clusters Score -97276.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -97279.039062 Penalty: 3237.867188
	Iteration 11Q: 3 clusters Score -97279.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97285.546875 Penalty: 3237.867188
	Iteration 12Q: 3 clusters Score -97285.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97285.546875 Penalty: 3237.867188
	Iteration 13F: 3 clusters Score -97285.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Entering Unmasked Estep 
Score: -10125026.000000 Penalty: 2700.612305
	Iteration 0F: 2 clusters Score -1.012503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -10093886.000000 Penalty: 5401.224609
	Iteration 0F: 3 clusters Score -1.009389e+07 nChanged 24947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -10108128.000000 Penalty: 5401.224609
	Iteration 1F: 3 clusters Score -1.010813e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -10109044.000000 Penalty: 5401.224609
	Iteration 2Q: 3 clusters Score -1.010904e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -10110553.000000 Penalty: 5401.224609
	Iteration 3F: 3 clusters Score -1.011055e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -10112927.000000 Penalty: 5401.224609
	Iteration 4F: 3 clusters Score -1.011293e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -10116186.000000 Penalty: 5401.224609
	Iteration 5F: 3 clusters Score -1.011619e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -10119592.000000 Penalty: 5401.224609
	Iteration 6F: 3 clusters Score -1.011959e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -10121710.000000 Penalty: 5401.224609
	Iteration 7F: 3 clusters Score -1.012171e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -10122195.000000 Penalty: 5401.224609
	Iteration 8Q: 3 clusters Score -1.01222e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10122467.000000 Penalty: 5401.224609
	Iteration 9Q: 3 clusters Score -1.012247e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -10122642.000000 Penalty: 5401.224609
	Iteration 10Q: 3 clusters Score -1.012264e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53232 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10122721.000000 Penalty: 5401.224609
	Iteration 11Q: 3 clusters Score -1.012272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10122769.000000 Penalty: 5401.224609
	Iteration 12Q: 3 clusters Score -1.012277e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10122764.000000 Penalty: 5401.224609
	Iteration 13Q: 3 clusters Score -1.012276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53332 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -10122786.000000 Penalty: 5401.224609
	Iteration 14Q: 3 clusters Score -1.012279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -10122789.000000 Penalty: 5401.224609
	Iteration 15Q: 3 clusters Score -1.012279e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10122800.000000 Penalty: 5401.224609
	Iteration 16Q: 3 clusters Score -1.01228e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10122800.000000 Penalty: 5401.224609
	Iteration 17Q: 3 clusters Score -1.01228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10122810.000000 Penalty: 5401.224609
	Iteration 18Q: 3 clusters Score -1.012281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53347 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10122813.000000 Penalty: 5401.224609
	Iteration 19Q: 3 clusters Score -1.012281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -10122818.000000 Penalty: 5401.224609
	Iteration 20F: 3 clusters Score -1.012282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10122823.000000 Penalty: 5401.224609
	Iteration 21Q: 3 clusters Score -1.012282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10122824.000000 Penalty: 5401.224609
	Iteration 22Q: 3 clusters Score -1.012282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10122826.000000 Penalty: 5401.224609
	Iteration 23Q: 3 clusters Score -1.012283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -10122829.000000 Penalty: 5401.224609
	Iteration 24Q: 3 clusters Score -1.012283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -10122835.000000 Penalty: 5401.224609
	Iteration 25Q: 3 clusters Score -1.012284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10122829.000000 Penalty: 5401.224609
	Iteration 26Q: 3 clusters Score -1.012283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53356 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10122829.000000 Penalty: 5401.224609
	Iteration 27F: 3 clusters Score -1.012283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Entering Unmasked Estep 
Score: -5136004.000000 Penalty: 2534.210205
	Iteration 0F: 2 clusters Score -5136004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5117168.500000 Penalty: 5068.420410
	Iteration 0F: 3 clusters Score -5117168 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -5123818.000000 Penalty: 5068.420410
	Iteration 1F: 3 clusters Score -5123818 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -5124190.000000 Penalty: 5068.420410
	Iteration 2Q: 3 clusters Score -5124190 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -5124479.000000 Penalty: 5068.420410
	Iteration 3Q: 3 clusters Score -5124479 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -5124773.000000 Penalty: 5068.420410
	Iteration 4Q: 3 clusters Score -5124773 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -5125099.000000 Penalty: 5068.420410
	Iteration 5Q: 3 clusters Score -5125099 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -5125438.500000 Penalty: 5068.420410
	Iteration 6Q: 3 clusters Score -5125438 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -5125879.500000 Penalty: 5068.420410
	Iteration 7Q: 3 clusters Score -5125880 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -5126415.500000 Penalty: 5068.420410
	Iteration 8Q: 3 clusters Score -5126416 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5127121.000000 Penalty: 5068.420410
	Iteration 9Q: 3 clusters Score -5127121 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -5127993.000000 Penalty: 5068.420410
	Iteration 10F: 3 clusters Score -5127993 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -5129071.500000 Penalty: 5068.420410
	Iteration 11F: 3 clusters Score -5129072 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -5130287.000000 Penalty: 5068.420410
	Iteration 12F: 3 clusters Score -5130287 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5131306.000000 Penalty: 5068.420410
	Iteration 13Q: 3 clusters Score -5131306 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -5131898.000000 Penalty: 5068.420410
	Iteration 14Q: 3 clusters Score -5131898 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5132286.500000 Penalty: 5068.420410
	Iteration 15Q: 3 clusters Score -5132286 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -5132585.500000 Penalty: 5068.420410
	Iteration 16Q: 3 clusters Score -5132586 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5132795.500000 Penalty: 5068.420410
	Iteration 17Q: 3 clusters Score -5132796 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5132951.500000 Penalty: 5068.420410
	Iteration 18Q: 3 clusters Score -5132952 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -5133067.500000 Penalty: 5068.420410
	Iteration 19Q: 3 clusters Score -5133068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5133155.500000 Penalty: 5068.420410
	Iteration 20F: 3 clusters Score -5133156 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5133241.500000 Penalty: 5068.420410
	Iteration 21Q: 3 clusters Score -5133242 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5133266.000000 Penalty: 5068.420410
	Iteration 22Q: 3 clusters Score -5133266 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -5133319.500000 Penalty: 5068.420410
	Iteration 23Q: 3 clusters Score -5133320 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -5133359.500000 Penalty: 5068.420410
	Iteration 24Q: 3 clusters Score -5133360 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -5133391.000000 Penalty: 5068.420410
	Iteration 25Q: 3 clusters Score -5133391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -5133413.000000 Penalty: 5068.420410
	Iteration 26Q: 3 clusters Score -5133413 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5133451.500000 Penalty: 5068.420410
	Iteration 27Q: 3 clusters Score -5133452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5133486.000000 Penalty: 5068.420410
	Iteration 28Q: 3 clusters Score -5133486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -5133511.000000 Penalty: 5068.420410
	Iteration 29Q: 3 clusters Score -5133511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -5133536.500000 Penalty: 5068.420410
	Iteration 30Q: 3 clusters Score -5133536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5133563.000000 Penalty: 5068.420410
	Iteration 31Q: 3 clusters Score -5133563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -5133586.000000 Penalty: 5068.420410
	Iteration 32Q: 3 clusters Score -5133586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -5133604.500000 Penalty: 5068.420410
	Iteration 33Q: 3 clusters Score -5133604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -5133618.500000 Penalty: 5068.420410
	Iteration 34Q: 3 clusters Score -5133618 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -5133629.500000 Penalty: 5068.420410
	Iteration 35Q: 3 clusters Score -5133630 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -5133643.000000 Penalty: 5068.420410
	Iteration 36Q: 3 clusters Score -5133643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -5133653.500000 Penalty: 5068.420410
	Iteration 37Q: 3 clusters Score -5133654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -5133671.000000 Penalty: 5068.420410
	Iteration 38Q: 3 clusters Score -5133671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -5133686.500000 Penalty: 5068.420410
	Iteration 39Q: 3 clusters Score -5133686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -5133699.000000 Penalty: 5068.420410
	Iteration 40F: 3 clusters Score -5133699 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5133701.000000 Penalty: 5068.420410
	Iteration 41Q: 3 clusters Score -5133701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -5133707.000000 Penalty: 5068.420410
	Iteration 42Q: 3 clusters Score -5133707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5133711.500000 Penalty: 5068.420410
	Iteration 43Q: 3 clusters Score -5133712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -5133700.000000 Penalty: 5068.420410
	Iteration 44Q: 3 clusters Score -5133700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -5133717.000000 Penalty: 5068.420410
	Iteration 45Q: 3 clusters Score -5133717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -5133722.500000 Penalty: 5068.420410
	Iteration 46Q: 3 clusters Score -5133722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 26287 members 
Entering Unmasked Estep 
Score: -5133733.000000 Penalty: 5068.420410
	Iteration 47Q: 3 clusters Score -5133733 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -5133740.500000 Penalty: 5068.420410
	Iteration 48Q: 3 clusters Score -5133740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -5133746.000000 Penalty: 5068.420410
	Iteration 49Q: 3 clusters Score -5133746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -5133755.000000 Penalty: 5068.420410
	Iteration 50Q: 3 clusters Score -5133755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -5133758.500000 Penalty: 5068.420410
	Iteration 51Q: 3 clusters Score -5133758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -5133764.000000 Penalty: 5068.420410
	Iteration 52Q: 3 clusters Score -5133764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -5133773.000000 Penalty: 5068.420410
	Iteration 53Q: 3 clusters Score -5133773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -5133767.500000 Penalty: 5068.420410
	Iteration 54Q: 3 clusters Score -5133768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5133774.000000 Penalty: 5068.420410
	Iteration 55Q: 3 clusters Score -5133774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -5133767.000000 Penalty: 5068.420410
	Iteration 56Q: 3 clusters Score -5133767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -5133777.500000 Penalty: 5068.420410
	Iteration 57Q: 3 clusters Score -5133778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -5133785.500000 Penalty: 5068.420410
	Iteration 58Q: 3 clusters Score -5133786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -5133783.000000 Penalty: 5068.420410
	Iteration 59Q: 3 clusters Score -5133783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -5133782.000000 Penalty: 5068.420410
	Iteration 60F: 3 clusters Score -5133782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Entering Unmasked Estep 
Score: -9817023.000000 Penalty: 2693.246338
	Iteration 0F: 2 clusters Score -9817023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -9787276.000000 Penalty: 5386.492676
	Iteration 0F: 3 clusters Score -9787276 nChanged 24010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 26810 members 
Entering Unmasked Estep 
Score: -9800474.000000 Penalty: 5386.492676
	Iteration 1F: 3 clusters Score -9800474 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -9801094.000000 Penalty: 5386.492676
	Iteration 2Q: 3 clusters Score -9801094 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -9801726.000000 Penalty: 5386.492676
	Iteration 3Q: 3 clusters Score -9801726 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9802490.000000 Penalty: 5386.492676
	Iteration 4Q: 3 clusters Score -9802490 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -9803453.000000 Penalty: 5386.492676
	Iteration 5Q: 3 clusters Score -9803453 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -9804854.000000 Penalty: 5386.492676
	Iteration 6Q: 3 clusters Score -9804854 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 36291 members 
Entering Unmasked Estep 
Score: -9806892.000000 Penalty: 5386.492676
	Iteration 7F: 3 clusters Score -9806892 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9809567.000000 Penalty: 5386.492676
	Iteration 8F: 3 clusters Score -9809567 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -9812393.000000 Penalty: 5386.492676
	Iteration 9F: 3 clusters Score -9812393 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -9814201.000000 Penalty: 5386.492676
	Iteration 10F: 3 clusters Score -9814201 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -9814847.000000 Penalty: 5386.492676
	Iteration 11Q: 3 clusters Score -9814847 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -9814950.000000 Penalty: 5386.492676
	Iteration 12Q: 3 clusters Score -9814950 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9814983.000000 Penalty: 5386.492676
	Iteration 13Q: 3 clusters Score -9814983 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 51002 members 
Entering Unmasked Estep 
Score: -9815033.000000 Penalty: 5386.492676
	Iteration 14Q: 3 clusters Score -9815033 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -9815054.000000 Penalty: 5386.492676
	Iteration 15Q: 3 clusters Score -9815054 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -9815071.000000 Penalty: 5386.492676
	Iteration 16Q: 3 clusters Score -9815071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -9815096.000000 Penalty: 5386.492676
	Iteration 17Q: 3 clusters Score -9815096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -9815116.000000 Penalty: 5386.492676
	Iteration 18Q: 3 clusters Score -9815116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -9815116.000000 Penalty: 5386.492676
	Iteration 19Q: 3 clusters Score -9815116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -9815114.000000 Penalty: 5386.492676
	Iteration 20F: 3 clusters Score -9815114 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -9815117.000000 Penalty: 5386.492676
	Iteration 21Q: 3 clusters Score -9815117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 51531 members 
Entering Unmasked Estep 
Score: -9815120.000000 Penalty: 5386.492676
	Iteration 22Q: 3 clusters Score -9815120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -9815130.000000 Penalty: 5386.492676
	Iteration 23Q: 3 clusters Score -9815130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -9815125.000000 Penalty: 5386.492676
	Iteration 24Q: 3 clusters Score -9815125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9815147.000000 Penalty: 5386.492676
	Iteration 25Q: 3 clusters Score -9815147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9815145.000000 Penalty: 5386.492676
	Iteration 26Q: 3 clusters Score -9815145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9815142.000000 Penalty: 5386.492676
	Iteration 27Q: 3 clusters Score -9815142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9815134.000000 Penalty: 5386.492676
	Iteration 28Q: 3 clusters Score -9815134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9815136.000000 Penalty: 5386.492676
	Iteration 29Q: 3 clusters Score -9815136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 51550 members 
Entering Unmasked Estep 
Score: -9815135.000000 Penalty: 5386.492676
	Iteration 30Q: 3 clusters Score -9815135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 51551 members 
Entering Unmasked Estep 
Score: -9815132.000000 Penalty: 5386.492676
	Iteration 31Q: 3 clusters Score -9815132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9815131.000000 Penalty: 5386.492676
	Iteration 32Q: 3 clusters Score -9815131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 51554 members 
Entering Unmasked Estep 
Score: -9815130.000000 Penalty: 5386.492676
	Iteration 33Q: 3 clusters Score -9815130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 51555 members 
Entering Unmasked Estep 
Score: -9815137.000000 Penalty: 5386.492676
	Iteration 34Q: 3 clusters Score -9815137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9815127.000000 Penalty: 5386.492676
	Iteration 35Q: 3 clusters Score -9815127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 51559 members 
Entering Unmasked Estep 
Score: -9815131.000000 Penalty: 5386.492676
	Iteration 36Q: 3 clusters Score -9815131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -9815130.000000 Penalty: 5386.492676
	Iteration 37Q: 3 clusters Score -9815130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
Score: -9815118.000000 Penalty: 5386.492676
	Iteration 38Q: 3 clusters Score -9815118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9815126.000000 Penalty: 5386.492676
	Iteration 39Q: 3 clusters Score -9815126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -9815126.000000 Penalty: 5386.492676
	Iteration 40F: 3 clusters Score -9815126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Entering Unmasked Estep 
Score: -9927890.000000 Penalty: 2696.173828
	Iteration 0F: 2 clusters Score -9927890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -9897087.000000 Penalty: 5392.347656
	Iteration 0F: 3 clusters Score -9897087 nChanged 24273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -9910641.000000 Penalty: 5392.347656
	Iteration 1F: 3 clusters Score -9910641 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -9911337.000000 Penalty: 5392.347656
	Iteration 2Q: 3 clusters Score -9911337 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -9912032.000000 Penalty: 5392.347656
	Iteration 3Q: 3 clusters Score -9912032 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -9912891.000000 Penalty: 5392.347656
	Iteration 4Q: 3 clusters Score -9912891 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -9913873.000000 Penalty: 5392.347656
	Iteration 5Q: 3 clusters Score -9913873 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -9915030.000000 Penalty: 5392.347656
	Iteration 6F: 3 clusters Score -9915030 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -9916491.000000 Penalty: 5392.347656
	Iteration 7F: 3 clusters Score -9916491 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -9918090.000000 Penalty: 5392.347656
	Iteration 8F: 3 clusters Score -9918090 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -9919900.000000 Penalty: 5392.347656
	Iteration 9F: 3 clusters Score -9919900 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -9921789.000000 Penalty: 5392.347656
	Iteration 10F: 3 clusters Score -9921789 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -9923254.000000 Penalty: 5392.347656
	Iteration 11Q: 3 clusters Score -9923254 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -9924203.000000 Penalty: 5392.347656
	Iteration 12Q: 3 clusters Score -9924203 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -9925131.000000 Penalty: 5392.347656
	Iteration 13Q: 3 clusters Score -9925131 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -9925474.000000 Penalty: 5392.347656
	Iteration 14Q: 3 clusters Score -9925474 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -9925514.000000 Penalty: 5392.347656
	Iteration 15Q: 3 clusters Score -9925514 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9925567.000000 Penalty: 5392.347656
	Iteration 16Q: 3 clusters Score -9925567 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9925578.000000 Penalty: 5392.347656
	Iteration 17Q: 3 clusters Score -9925578 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52040 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9925612.000000 Penalty: 5392.347656
	Iteration 18Q: 3 clusters Score -9925612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52121 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9925657.000000 Penalty: 5392.347656
	Iteration 19Q: 3 clusters Score -9925657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9925678.000000 Penalty: 5392.347656
	Iteration 20F: 3 clusters Score -9925678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9925721.000000 Penalty: 5392.347656
	Iteration 21Q: 3 clusters Score -9925721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9925725.000000 Penalty: 5392.347656
	Iteration 22Q: 3 clusters Score -9925725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9925741.000000 Penalty: 5392.347656
	Iteration 23Q: 3 clusters Score -9925741 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9925749.000000 Penalty: 5392.347656
	Iteration 24Q: 3 clusters Score -9925749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9925756.000000 Penalty: 5392.347656
	Iteration 25Q: 3 clusters Score -9925756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9925751.000000 Penalty: 5392.347656
	Iteration 26Q: 3 clusters Score -9925751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52275 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9925755.000000 Penalty: 5392.347656
	Iteration 27Q: 3 clusters Score -9925755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9925754.000000 Penalty: 5392.347656
	Iteration 28Q: 3 clusters Score -9925754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9925760.000000 Penalty: 5392.347656
	Iteration 29Q: 3 clusters Score -9925760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9925764.000000 Penalty: 5392.347656
	Iteration 30Q: 3 clusters Score -9925764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9925770.000000 Penalty: 5392.347656
	Iteration 31Q: 3 clusters Score -9925770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52296 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9925770.000000 Penalty: 5392.347656
	Iteration 32F: 3 clusters Score -9925770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Entering Unmasked Estep 
Score: -6223146.500000 Penalty: 2583.853271
	Iteration 0F: 2 clusters Score -6223146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6200440.000000 Penalty: 5167.706543
	Iteration 0F: 3 clusters Score -6200440 nChanged 15210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -6209042.000000 Penalty: 5167.706543
	Iteration 1F: 3 clusters Score -6209042 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -6209814.500000 Penalty: 5167.706543
	Iteration 2F: 3 clusters Score -6209814 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -6210674.500000 Penalty: 5167.706543
	Iteration 3F: 3 clusters Score -6210674 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -6211593.500000 Penalty: 5167.706543
	Iteration 4F: 3 clusters Score -6211594 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -6212566.500000 Penalty: 5167.706543
	Iteration 5F: 3 clusters Score -6212566 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -6213691.500000 Penalty: 5167.706543
	Iteration 6F: 3 clusters Score -6213692 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -6214826.500000 Penalty: 5167.706543
	Iteration 7F: 3 clusters Score -6214826 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -6216165.000000 Penalty: 5167.706543
	Iteration 8F: 3 clusters Score -6216165 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -6217528.000000 Penalty: 5167.706543
	Iteration 9F: 3 clusters Score -6217528 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -6218684.500000 Penalty: 5167.706543
	Iteration 10Q: 3 clusters Score -6218684 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -6219373.000000 Penalty: 5167.706543
	Iteration 11Q: 3 clusters Score -6219373 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6219775.500000 Penalty: 5167.706543
	Iteration 12Q: 3 clusters Score -6219776 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -6220060.000000 Penalty: 5167.706543
	Iteration 13Q: 3 clusters Score -6220060 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -6220282.000000 Penalty: 5167.706543
	Iteration 14Q: 3 clusters Score -6220282 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -6220462.500000 Penalty: 5167.706543
	Iteration 15Q: 3 clusters Score -6220462 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6220622.000000 Penalty: 5167.706543
	Iteration 16Q: 3 clusters Score -6220622 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -6220797.000000 Penalty: 5167.706543
	Iteration 17Q: 3 clusters Score -6220797 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -6220932.000000 Penalty: 5167.706543
	Iteration 18Q: 3 clusters Score -6220932 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28212 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -6221048.500000 Penalty: 5167.706543
	Iteration 19Q: 3 clusters Score -6221048 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -6221124.500000 Penalty: 5167.706543
	Iteration 20F: 3 clusters Score -6221124 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -6221213.500000 Penalty: 5167.706543
	Iteration 21Q: 3 clusters Score -6221214 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -6221289.000000 Penalty: 5167.706543
	Iteration 22Q: 3 clusters Score -6221289 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -6221331.500000 Penalty: 5167.706543
	Iteration 23Q: 3 clusters Score -6221332 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -6221396.500000 Penalty: 5167.706543
	Iteration 24Q: 3 clusters Score -6221396 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -6221438.500000 Penalty: 5167.706543
	Iteration 25Q: 3 clusters Score -6221438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -6221476.500000 Penalty: 5167.706543
	Iteration 26Q: 3 clusters Score -6221476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -6221497.500000 Penalty: 5167.706543
	Iteration 27Q: 3 clusters Score -6221498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6221536.500000 Penalty: 5167.706543
	Iteration 28Q: 3 clusters Score -6221536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6221567.500000 Penalty: 5167.706543
	Iteration 29Q: 3 clusters Score -6221568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6221613.000000 Penalty: 5167.706543
	Iteration 30Q: 3 clusters Score -6221613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -6221623.000000 Penalty: 5167.706543
	Iteration 31Q: 3 clusters Score -6221623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6221638.000000 Penalty: 5167.706543
	Iteration 32Q: 3 clusters Score -6221638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -6221660.000000 Penalty: 5167.706543
	Iteration 33Q: 3 clusters Score -6221660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -6221680.500000 Penalty: 5167.706543
	Iteration 34Q: 3 clusters Score -6221680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -6221698.500000 Penalty: 5167.706543
	Iteration 35Q: 3 clusters Score -6221698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -6221710.000000 Penalty: 5167.706543
	Iteration 36Q: 3 clusters Score -6221710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -6221712.500000 Penalty: 5167.706543
	Iteration 37Q: 3 clusters Score -6221712 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -6221717.000000 Penalty: 5167.706543
	Iteration 38Q: 3 clusters Score -6221717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6221718.000000 Penalty: 5167.706543
	Iteration 39Q: 3 clusters Score -6221718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6221719.000000 Penalty: 5167.706543
	Iteration 40F: 3 clusters Score -6221719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6221721.500000 Penalty: 5167.706543
	Iteration 41Q: 3 clusters Score -6221722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -6221730.500000 Penalty: 5167.706543
	Iteration 42Q: 3 clusters Score -6221730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6221727.000000 Penalty: 5167.706543
	Iteration 43Q: 3 clusters Score -6221727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -6221734.500000 Penalty: 5167.706543
	Iteration 44Q: 3 clusters Score -6221734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6221737.000000 Penalty: 5167.706543
	Iteration 45Q: 3 clusters Score -6221737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6221738.500000 Penalty: 5167.706543
	Iteration 46Q: 3 clusters Score -6221738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6221744.000000 Penalty: 5167.706543
	Iteration 47Q: 3 clusters Score -6221744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -6221748.000000 Penalty: 5167.706543
	Iteration 48Q: 3 clusters Score -6221748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -6221758.000000 Penalty: 5167.706543
	Iteration 49Q: 3 clusters Score -6221758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6221758.500000 Penalty: 5167.706543
	Iteration 50Q: 3 clusters Score -6221758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -6221757.000000 Penalty: 5167.706543
	Iteration 51Q: 3 clusters Score -6221757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30545 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6221761.500000 Penalty: 5167.706543
	Iteration 52Q: 3 clusters Score -6221762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6221767.500000 Penalty: 5167.706543
	Iteration 53Q: 3 clusters Score -6221768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -6221764.500000 Penalty: 5167.706543
	Iteration 54Q: 3 clusters Score -6221764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6221770.000000 Penalty: 5167.706543
	Iteration 55Q: 3 clusters Score -6221770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -6221768.500000 Penalty: 5167.706543
	Iteration 56Q: 3 clusters Score -6221768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6221775.500000 Penalty: 5167.706543
	Iteration 57Q: 3 clusters Score -6221776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -6221778.500000 Penalty: 5167.706543
	Iteration 58Q: 3 clusters Score -6221778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6221777.000000 Penalty: 5167.706543
	Iteration 59Q: 3 clusters Score -6221777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -6221776.500000 Penalty: 5167.706543
	Iteration 60F: 3 clusters Score -6221776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Entering Unmasked Estep 
Score: -9350306.000000 Penalty: 2682.540039
	Iteration 0F: 2 clusters Score -9350306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -9320461.000000 Penalty: 5365.080078
	Iteration 0F: 3 clusters Score -9320461 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -9333337.000000 Penalty: 5365.080078
	Iteration 1F: 3 clusters Score -9333337 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -9333746.000000 Penalty: 5365.080078
	Iteration 2Q: 3 clusters Score -9333746 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -9334122.000000 Penalty: 5365.080078
	Iteration 3Q: 3 clusters Score -9334122 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -9334455.000000 Penalty: 5365.080078
	Iteration 4Q: 3 clusters Score -9334455 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -9334797.000000 Penalty: 5365.080078
	Iteration 5Q: 3 clusters Score -9334797 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -9335264.000000 Penalty: 5365.080078
	Iteration 6Q: 3 clusters Score -9335264 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -9335800.000000 Penalty: 5365.080078
	Iteration 7Q: 3 clusters Score -9335800 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -9336578.000000 Penalty: 5365.080078
	Iteration 8Q: 3 clusters Score -9336578 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -9337932.000000 Penalty: 5365.080078
	Iteration 9Q: 3 clusters Score -9337932 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -9339865.000000 Penalty: 5365.080078
	Iteration 10F: 3 clusters Score -9339865 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -9342140.000000 Penalty: 5365.080078
	Iteration 11F: 3 clusters Score -9342140 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -9344401.000000 Penalty: 5365.080078
	Iteration 12F: 3 clusters Score -9344401 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -9346178.000000 Penalty: 5365.080078
	Iteration 13Q: 3 clusters Score -9346178 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -9347255.000000 Penalty: 5365.080078
	Iteration 14Q: 3 clusters Score -9347255 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -9347764.000000 Penalty: 5365.080078
	Iteration 15Q: 3 clusters Score -9347764 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9347951.000000 Penalty: 5365.080078
	Iteration 16Q: 3 clusters Score -9347951 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9348030.000000 Penalty: 5365.080078
	Iteration 17Q: 3 clusters Score -9348030 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9348089.000000 Penalty: 5365.080078
	Iteration 18Q: 3 clusters Score -9348089 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9348133.000000 Penalty: 5365.080078
	Iteration 19Q: 3 clusters Score -9348133 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9348162.000000 Penalty: 5365.080078
	Iteration 20F: 3 clusters Score -9348162 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49132 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9348146.000000 Penalty: 5365.080078
	Iteration 21Q: 3 clusters Score -9348146 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9348168.000000 Penalty: 5365.080078
	Iteration 22Q: 3 clusters Score -9348168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9348180.000000 Penalty: 5365.080078
	Iteration 23Q: 3 clusters Score -9348180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9348189.000000 Penalty: 5365.080078
	Iteration 24Q: 3 clusters Score -9348189 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9348203.000000 Penalty: 5365.080078
	Iteration 25Q: 3 clusters Score -9348203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9348211.000000 Penalty: 5365.080078
	Iteration 26Q: 3 clusters Score -9348211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -9348203.000000 Penalty: 5365.080078
	Iteration 27Q: 3 clusters Score -9348203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9348215.000000 Penalty: 5365.080078
	Iteration 28Q: 3 clusters Score -9348215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9348211.000000 Penalty: 5365.080078
	Iteration 29Q: 3 clusters Score -9348211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -9348220.000000 Penalty: 5365.080078
	Iteration 30Q: 3 clusters Score -9348220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9348218.000000 Penalty: 5365.080078
	Iteration 31Q: 3 clusters Score -9348218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9348211.000000 Penalty: 5365.080078
	Iteration 32Q: 3 clusters Score -9348211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9348215.000000 Penalty: 5365.080078
	Iteration 33Q: 3 clusters Score -9348215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9348221.000000 Penalty: 5365.080078
	Iteration 34Q: 3 clusters Score -9348221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9348214.000000 Penalty: 5365.080078
	Iteration 35Q: 3 clusters Score -9348214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49384 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9348214.000000 Penalty: 5365.080078
	Iteration 36F: 3 clusters Score -9348214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -429701.937500 Penalty: 1936.564819
	Iteration 0F: 2 clusters Score -429701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -426831.781250 Penalty: 3873.129639
	Iteration 0F: 3 clusters Score -426831.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -427811.812500 Penalty: 3873.129639
	Iteration 1F: 3 clusters Score -427811.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -428849.843750 Penalty: 3873.129639
	Iteration 2F: 3 clusters Score -428849.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -429428.093750 Penalty: 3873.129639
	Iteration 3F: 3 clusters Score -429428.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -429689.875000 Penalty: 3873.129639
	Iteration 4F: 3 clusters Score -429689.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -429805.593750 Penalty: 3873.129639
	Iteration 5Q: 3 clusters Score -429805.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -429852.875000 Penalty: 3873.129639
	Iteration 6Q: 3 clusters Score -429852.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -429880.906250 Penalty: 3873.129639
	Iteration 7Q: 3 clusters Score -429880.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -429901.656250 Penalty: 3873.129639
	Iteration 8Q: 3 clusters Score -429901.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -429917.031250 Penalty: 3873.129639
	Iteration 9Q: 3 clusters Score -429917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -429933.718750 Penalty: 3873.129639
	Iteration 10Q: 3 clusters Score -429933.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -429947.187500 Penalty: 3873.129639
	Iteration 11Q: 3 clusters Score -429947.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -429970.687500 Penalty: 3873.129639
	Iteration 12Q: 3 clusters Score -429970.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -429981.750000 Penalty: 3873.129639
	Iteration 13Q: 3 clusters Score -429981.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -429989.656250 Penalty: 3873.129639
	Iteration 14Q: 3 clusters Score -429989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -430008.562500 Penalty: 3873.129639
	Iteration 15Q: 3 clusters Score -430008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -430015.343750 Penalty: 3873.129639
	Iteration 16Q: 3 clusters Score -430015.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -430022.281250 Penalty: 3873.129639
	Iteration 17Q: 3 clusters Score -430022.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -430024.812500 Penalty: 3873.129639
	Iteration 18Q: 3 clusters Score -430024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -430030.562500 Penalty: 3873.129639
	Iteration 19Q: 3 clusters Score -430030.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -430036.781250 Penalty: 3873.129639
	Iteration 20F: 3 clusters Score -430036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -430046.531250 Penalty: 3873.129639
	Iteration 21Q: 3 clusters Score -430046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -430049.406250 Penalty: 3873.129639
	Iteration 22Q: 3 clusters Score -430049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -430052.843750 Penalty: 3873.129639
	Iteration 23Q: 3 clusters Score -430052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -430055.406250 Penalty: 3873.129639
	Iteration 24Q: 3 clusters Score -430055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -430056.093750 Penalty: 3873.129639
	Iteration 25Q: 3 clusters Score -430056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -430056.093750 Penalty: 3873.129639
	Iteration 26F: 3 clusters Score -430056.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2085 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 62900 members 
Mstep: Class 17 contains 54439 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51767 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 377 members 
Entering Unmasked Estep 
Score: -137116016.000000 Penalty: 100613.093750
Splitting cluster 11 changes total score from -137117248.000000 to -137116016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Entering Unmasked Estep 
Score: -248725.015625 Penalty: 1816.309937
	Iteration 0F: 2 clusters Score -248725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -246527.953125 Penalty: 3632.619873
	Iteration 0F: 3 clusters Score -246528 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -247248.859375 Penalty: 3632.619873
	Iteration 1F: 3 clusters Score -247248.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -247635.312500 Penalty: 3632.619873
	Iteration 2F: 3 clusters Score -247635.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -247847.828125 Penalty: 3632.619873
	Iteration 3F: 3 clusters Score -247847.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -248028.843750 Penalty: 3632.619873
	Iteration 4F: 3 clusters Score -248028.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -248142.718750 Penalty: 3632.619873
	Iteration 5Q: 3 clusters Score -248142.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -248212.828125 Penalty: 3632.619873
	Iteration 6Q: 3 clusters Score -248212.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -248273.046875 Penalty: 3632.619873
	Iteration 7Q: 3 clusters Score -248273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -248324.937500 Penalty: 3632.619873
	Iteration 8Q: 3 clusters Score -248324.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -248348.203125 Penalty: 3632.619873
	Iteration 9Q: 3 clusters Score -248348.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -248362.796875 Penalty: 3632.619873
	Iteration 10Q: 3 clusters Score -248362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -248370.531250 Penalty: 3632.619873
	Iteration 11Q: 3 clusters Score -248370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -248378.828125 Penalty: 3632.619873
	Iteration 12Q: 3 clusters Score -248378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -248385.968750 Penalty: 3632.619873
	Iteration 13Q: 3 clusters Score -248386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -248389.265625 Penalty: 3632.619873
	Iteration 14Q: 3 clusters Score -248389.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -248391.937500 Penalty: 3632.619873
	Iteration 15Q: 3 clusters Score -248391.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -248392.921875 Penalty: 3632.619873
	Iteration 16Q: 3 clusters Score -248392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -248397.875000 Penalty: 3632.619873
	Iteration 17Q: 3 clusters Score -248397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -248405.546875 Penalty: 3632.619873
	Iteration 18Q: 3 clusters Score -248405.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -248410.031250 Penalty: 3632.619873
	Iteration 19Q: 3 clusters Score -248410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -248411.953125 Penalty: 3632.619873
	Iteration 20F: 3 clusters Score -248412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248412.765625 Penalty: 3632.619873
	Iteration 21Q: 3 clusters Score -248412.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -248412.765625 Penalty: 3632.619873
	Iteration 22F: 3 clusters Score -248412.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Entering Unmasked Estep 
Score: -5194440.000000 Penalty: 2537.919434
	Iteration 0F: 2 clusters Score -5194440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5175306.000000 Penalty: 5075.838867
	Iteration 0F: 3 clusters Score -5175306 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -5182164.000000 Penalty: 5075.838867
	Iteration 1F: 3 clusters Score -5182164 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -5182718.500000 Penalty: 5075.838867
	Iteration 2F: 3 clusters Score -5182718 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -5183340.000000 Penalty: 5075.838867
	Iteration 3F: 3 clusters Score -5183340 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5183929.500000 Penalty: 5075.838867
	Iteration 4Q: 3 clusters Score -5183930 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -5184675.000000 Penalty: 5075.838867
	Iteration 5Q: 3 clusters Score -5184675 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -5185480.000000 Penalty: 5075.838867
	Iteration 6Q: 3 clusters Score -5185480 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -5186344.500000 Penalty: 5075.838867
	Iteration 7Q: 3 clusters Score -5186344 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5187267.000000 Penalty: 5075.838867
	Iteration 8Q: 3 clusters Score -5187267 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -5188149.000000 Penalty: 5075.838867
	Iteration 9Q: 3 clusters Score -5188149 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5188918.000000 Penalty: 5075.838867
	Iteration 10Q: 3 clusters Score -5188918 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5189514.000000 Penalty: 5075.838867
	Iteration 11Q: 3 clusters Score -5189514 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -5189874.000000 Penalty: 5075.838867
	Iteration 12Q: 3 clusters Score -5189874 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -5190105.000000 Penalty: 5075.838867
	Iteration 13Q: 3 clusters Score -5190105 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5190283.500000 Penalty: 5075.838867
	Iteration 14Q: 3 clusters Score -5190284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -5190445.500000 Penalty: 5075.838867
	Iteration 15Q: 3 clusters Score -5190446 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -5190583.000000 Penalty: 5075.838867
	Iteration 16Q: 3 clusters Score -5190583 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5190725.500000 Penalty: 5075.838867
	Iteration 17Q: 3 clusters Score -5190726 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5190816.000000 Penalty: 5075.838867
	Iteration 18Q: 3 clusters Score -5190816 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -5190940.000000 Penalty: 5075.838867
	Iteration 19Q: 3 clusters Score -5190940 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -5191031.000000 Penalty: 5075.838867
	Iteration 20F: 3 clusters Score -5191031 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -5191121.500000 Penalty: 5075.838867
	Iteration 21Q: 3 clusters Score -5191122 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5191201.000000 Penalty: 5075.838867
	Iteration 22Q: 3 clusters Score -5191201 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5191304.000000 Penalty: 5075.838867
	Iteration 23Q: 3 clusters Score -5191304 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5191397.500000 Penalty: 5075.838867
	Iteration 24Q: 3 clusters Score -5191398 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -5191482.500000 Penalty: 5075.838867
	Iteration 25Q: 3 clusters Score -5191482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -5191561.000000 Penalty: 5075.838867
	Iteration 26Q: 3 clusters Score -5191561 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -5191608.000000 Penalty: 5075.838867
	Iteration 27Q: 3 clusters Score -5191608 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -5191704.500000 Penalty: 5075.838867
	Iteration 28Q: 3 clusters Score -5191704 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -5191783.500000 Penalty: 5075.838867
	Iteration 29Q: 3 clusters Score -5191784 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -5191827.500000 Penalty: 5075.838867
	Iteration 30Q: 3 clusters Score -5191828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -5191861.500000 Penalty: 5075.838867
	Iteration 31Q: 3 clusters Score -5191862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 25891 members 
Entering Unmasked Estep 
Score: -5191899.000000 Penalty: 5075.838867
	Iteration 32Q: 3 clusters Score -5191899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5191929.000000 Penalty: 5075.838867
	Iteration 33Q: 3 clusters Score -5191929 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -5191966.500000 Penalty: 5075.838867
	Iteration 34Q: 3 clusters Score -5191966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -5192005.500000 Penalty: 5075.838867
	Iteration 35Q: 3 clusters Score -5192006 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -5192040.000000 Penalty: 5075.838867
	Iteration 36Q: 3 clusters Score -5192040 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -5192077.000000 Penalty: 5075.838867
	Iteration 37Q: 3 clusters Score -5192077 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5192117.500000 Penalty: 5075.838867
	Iteration 38Q: 3 clusters Score -5192118 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -5192135.500000 Penalty: 5075.838867
	Iteration 39Q: 3 clusters Score -5192136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5192160.500000 Penalty: 5075.838867
	Iteration 40F: 3 clusters Score -5192160 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5192171.500000 Penalty: 5075.838867
	Iteration 41Q: 3 clusters Score -5192172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -5192201.000000 Penalty: 5075.838867
	Iteration 42Q: 3 clusters Score -5192201 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5192218.500000 Penalty: 5075.838867
	Iteration 43Q: 3 clusters Score -5192218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -5192233.000000 Penalty: 5075.838867
	Iteration 44Q: 3 clusters Score -5192233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -5192243.500000 Penalty: 5075.838867
	Iteration 45Q: 3 clusters Score -5192244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -5192250.500000 Penalty: 5075.838867
	Iteration 46Q: 3 clusters Score -5192250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -5192262.000000 Penalty: 5075.838867
	Iteration 47Q: 3 clusters Score -5192262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -5192270.500000 Penalty: 5075.838867
	Iteration 48Q: 3 clusters Score -5192270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -5192278.000000 Penalty: 5075.838867
	Iteration 49Q: 3 clusters Score -5192278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -5192285.000000 Penalty: 5075.838867
	Iteration 50Q: 3 clusters Score -5192285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -5192291.000000 Penalty: 5075.838867
	Iteration 51Q: 3 clusters Score -5192291 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -5192295.500000 Penalty: 5075.838867
	Iteration 52Q: 3 clusters Score -5192296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -5192302.000000 Penalty: 5075.838867
	Iteration 53Q: 3 clusters Score -5192302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -5192311.000000 Penalty: 5075.838867
	Iteration 54Q: 3 clusters Score -5192311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -5192310.000000 Penalty: 5075.838867
	Iteration 55Q: 3 clusters Score -5192310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -5192319.000000 Penalty: 5075.838867
	Iteration 56Q: 3 clusters Score -5192319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5192316.000000 Penalty: 5075.838867
	Iteration 57Q: 3 clusters Score -5192316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -5192322.000000 Penalty: 5075.838867
	Iteration 58Q: 3 clusters Score -5192322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -5192333.000000 Penalty: 5075.838867
	Iteration 59Q: 3 clusters Score -5192333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -5192332.500000 Penalty: 5075.838867
	Iteration 60F: 3 clusters Score -5192332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -5192340.000000 Penalty: 5075.838867
	Iteration 61Q: 3 clusters Score -5192340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -5192344.500000 Penalty: 5075.838867
	Iteration 62Q: 3 clusters Score -5192344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5192352.500000 Penalty: 5075.838867
	Iteration 63Q: 3 clusters Score -5192352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -5192364.000000 Penalty: 5075.838867
	Iteration 64Q: 3 clusters Score -5192364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -5192361.500000 Penalty: 5075.838867
	Iteration 65Q: 3 clusters Score -5192362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5192367.500000 Penalty: 5075.838867
	Iteration 66Q: 3 clusters Score -5192368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -5192364.000000 Penalty: 5075.838867
	Iteration 67Q: 3 clusters Score -5192364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5192361.000000 Penalty: 5075.838867
	Iteration 68Q: 3 clusters Score -5192361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -5192366.500000 Penalty: 5075.838867
	Iteration 69Q: 3 clusters Score -5192366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -5192364.000000 Penalty: 5075.838867
	Iteration 70Q: 3 clusters Score -5192364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -5192370.500000 Penalty: 5075.838867
	Iteration 71Q: 3 clusters Score -5192370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5192377.000000 Penalty: 5075.838867
	Iteration 72Q: 3 clusters Score -5192377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -5192378.000000 Penalty: 5075.838867
	Iteration 73Q: 3 clusters Score -5192378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -5192387.000000 Penalty: 5075.838867
	Iteration 74Q: 3 clusters Score -5192387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -5192388.000000 Penalty: 5075.838867
	Iteration 75Q: 3 clusters Score -5192388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5192388.500000 Penalty: 5075.838867
	Iteration 76Q: 3 clusters Score -5192388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -5192388.500000 Penalty: 5075.838867
	Iteration 77Q: 3 clusters Score -5192388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -5192394.000000 Penalty: 5075.838867
	Iteration 78Q: 3 clusters Score -5192394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5192398.000000 Penalty: 5075.838867
	Iteration 79Q: 3 clusters Score -5192398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -5192400.000000 Penalty: 5075.838867
	Iteration 80F: 3 clusters Score -5192400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (50542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50542 members 
Entering Unmasked Estep 
Score: -9450959.000000 Penalty: 2685.978760
	Iteration 0F: 2 clusters Score -9450959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -9421350.000000 Penalty: 5371.957520
	Iteration 0F: 3 clusters Score -9421350 nChanged 23187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -9433986.000000 Penalty: 5371.957520
	Iteration 1F: 3 clusters Score -9433986 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -9434613.000000 Penalty: 5371.957520
	Iteration 2Q: 3 clusters Score -9434613 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -9435420.000000 Penalty: 5371.957520
	Iteration 3Q: 3 clusters Score -9435420 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -9436667.000000 Penalty: 5371.957520
	Iteration 4Q: 3 clusters Score -9436667 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -9438308.000000 Penalty: 5371.957520
	Iteration 5Q: 3 clusters Score -9438308 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -9440114.000000 Penalty: 5371.957520
	Iteration 6Q: 3 clusters Score -9440114 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -9442044.000000 Penalty: 5371.957520
	Iteration 7F: 3 clusters Score -9442044 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 33630 members 
Entering Unmasked Estep 
Score: -9444086.000000 Penalty: 5371.957520
	Iteration 8F: 3 clusters Score -9444086 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 33741 members 
Entering Unmasked Estep 
Score: -9445978.000000 Penalty: 5371.957520
	Iteration 9F: 3 clusters Score -9445978 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -9447499.000000 Penalty: 5371.957520
	Iteration 10F: 3 clusters Score -9447499 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -9448494.000000 Penalty: 5371.957520
	Iteration 11Q: 3 clusters Score -9448494 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -9449016.000000 Penalty: 5371.957520
	Iteration 12Q: 3 clusters Score -9449016 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -9449260.000000 Penalty: 5371.957520
	Iteration 13Q: 3 clusters Score -9449260 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -9449521.000000 Penalty: 5371.957520
	Iteration 14Q: 3 clusters Score -9449521 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -9449785.000000 Penalty: 5371.957520
	Iteration 15Q: 3 clusters Score -9449785 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -9449988.000000 Penalty: 5371.957520
	Iteration 16Q: 3 clusters Score -9449988 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -9450306.000000 Penalty: 5371.957520
	Iteration 17Q: 3 clusters Score -9450306 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -9450597.000000 Penalty: 5371.957520
	Iteration 18Q: 3 clusters Score -9450597 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -9450942.000000 Penalty: 5371.957520
	Iteration 19Q: 3 clusters Score -9450942 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -9451296.000000 Penalty: 5371.957520
	Iteration 20F: 3 clusters Score -9451296 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -9451670.000000 Penalty: 5371.957520
	Iteration 21Q: 3 clusters Score -9451670 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -9451909.000000 Penalty: 5371.957520
	Iteration 22Q: 3 clusters Score -9451909 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -9452050.000000 Penalty: 5371.957520
	Iteration 23Q: 3 clusters Score -9452050 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -9452200.000000 Penalty: 5371.957520
	Iteration 24Q: 3 clusters Score -9452200 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -9452316.000000 Penalty: 5371.957520
	Iteration 25Q: 3 clusters Score -9452316 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -9452355.000000 Penalty: 5371.957520
	Iteration 26Q: 3 clusters Score -9452355 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9452384.000000 Penalty: 5371.957520
	Iteration 27Q: 3 clusters Score -9452384 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -9452400.000000 Penalty: 5371.957520
	Iteration 28Q: 3 clusters Score -9452400 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -9452441.000000 Penalty: 5371.957520
	Iteration 29Q: 3 clusters Score -9452441 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -9452480.000000 Penalty: 5371.957520
	Iteration 30Q: 3 clusters Score -9452480 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -9452489.000000 Penalty: 5371.957520
	Iteration 31Q: 3 clusters Score -9452489 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -9452518.000000 Penalty: 5371.957520
	Iteration 32Q: 3 clusters Score -9452518 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -9452571.000000 Penalty: 5371.957520
	Iteration 33Q: 3 clusters Score -9452571 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -9452530.000000 Penalty: 5371.957520
	Iteration 34Q: 3 clusters Score -9452530 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -9452574.000000 Penalty: 5371.957520
	Iteration 35Q: 3 clusters Score -9452574 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -9452624.000000 Penalty: 5371.957520
	Iteration 36Q: 3 clusters Score -9452624 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -9452631.000000 Penalty: 5371.957520
	Iteration 37Q: 3 clusters Score -9452631 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -9452692.000000 Penalty: 5371.957520
	Iteration 38Q: 3 clusters Score -9452692 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -9452700.000000 Penalty: 5371.957520
	Iteration 39Q: 3 clusters Score -9452700 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -9452809.000000 Penalty: 5371.957520
	Iteration 40F: 3 clusters Score -9452809 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -9452882.000000 Penalty: 5371.957520
	Iteration 41Q: 3 clusters Score -9452882 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -9452982.000000 Penalty: 5371.957520
	Iteration 42Q: 3 clusters Score -9452982 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -9452997.000000 Penalty: 5371.957520
	Iteration 43Q: 3 clusters Score -9452997 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -9452992.000000 Penalty: 5371.957520
	Iteration 44Q: 3 clusters Score -9452992 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -9453092.000000 Penalty: 5371.957520
	Iteration 45Q: 3 clusters Score -9453092 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -9453157.000000 Penalty: 5371.957520
	Iteration 46Q: 3 clusters Score -9453157 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -9453152.000000 Penalty: 5371.957520
	Iteration 47Q: 3 clusters Score -9453152 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38828 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -9453159.000000 Penalty: 5371.957520
	Iteration 48Q: 3 clusters Score -9453159 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -9453193.000000 Penalty: 5371.957520
	Iteration 49Q: 3 clusters Score -9453193 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -9453195.000000 Penalty: 5371.957520
	Iteration 50Q: 3 clusters Score -9453195 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -9453154.000000 Penalty: 5371.957520
	Iteration 51Q: 3 clusters Score -9453154 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -9453187.000000 Penalty: 5371.957520
	Iteration 52Q: 3 clusters Score -9453187 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9453145.000000 Penalty: 5371.957520
	Iteration 53Q: 3 clusters Score -9453145 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -9453037.000000 Penalty: 5371.957520
	Iteration 54Q: 3 clusters Score -9453037 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -9452943.000000 Penalty: 5371.957520
	Iteration 55Q: 3 clusters Score -9452943 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -9452845.000000 Penalty: 5371.957520
	Iteration 56Q: 3 clusters Score -9452845 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -9452667.000000 Penalty: 5371.957520
	Iteration 57Q: 3 clusters Score -9452667 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -9452512.000000 Penalty: 5371.957520
	Iteration 58Q: 3 clusters Score -9452512 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -9452360.000000 Penalty: 5371.957520
	Iteration 59Q: 3 clusters Score -9452360 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -9452389.000000 Penalty: 5371.957520
	Iteration 60F: 3 clusters Score -9452389 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9452104.000000 Penalty: 5371.957520
	Iteration 61Q: 3 clusters Score -9452104 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -9451865.000000 Penalty: 5371.957520
	Iteration 62Q: 3 clusters Score -9451865 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -9451624.000000 Penalty: 5371.957520
	Iteration 63Q: 3 clusters Score -9451624 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -9451371.000000 Penalty: 5371.957520
	Iteration 64Q: 3 clusters Score -9451371 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -9451236.000000 Penalty: 5371.957520
	Iteration 65Q: 3 clusters Score -9451236 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -9451034.000000 Penalty: 5371.957520
	Iteration 66Q: 3 clusters Score -9451034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -9450867.000000 Penalty: 5371.957520
	Iteration 67Q: 3 clusters Score -9450867 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -9450739.000000 Penalty: 5371.957520
	Iteration 68Q: 3 clusters Score -9450739 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -9450634.000000 Penalty: 5371.957520
	Iteration 69Q: 3 clusters Score -9450634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9450534.000000 Penalty: 5371.957520
	Iteration 70Q: 3 clusters Score -9450534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9450458.000000 Penalty: 5371.957520
	Iteration 71Q: 3 clusters Score -9450458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -9450423.000000 Penalty: 5371.957520
	Iteration 72Q: 3 clusters Score -9450423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -9450385.000000 Penalty: 5371.957520
	Iteration 73Q: 3 clusters Score -9450385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -9450351.000000 Penalty: 5371.957520
	Iteration 74Q: 3 clusters Score -9450351 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9450327.000000 Penalty: 5371.957520
	Iteration 75Q: 3 clusters Score -9450327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -9450315.000000 Penalty: 5371.957520
	Iteration 76Q: 3 clusters Score -9450315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9450311.000000 Penalty: 5371.957520
	Iteration 77Q: 3 clusters Score -9450311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9450312.000000 Penalty: 5371.957520
	Iteration 78Q: 3 clusters Score -9450312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9450292.000000 Penalty: 5371.957520
	Iteration 79Q: 3 clusters Score -9450292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9450280.000000 Penalty: 5371.957520
	Iteration 80F: 3 clusters Score -9450280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9450280.000000 Penalty: 5371.957520
	Iteration 81Q: 3 clusters Score -9450280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9450281.000000 Penalty: 5371.957520
	Iteration 82Q: 3 clusters Score -9450281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -9450258.000000 Penalty: 5371.957520
	Iteration 83Q: 3 clusters Score -9450258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -9450253.000000 Penalty: 5371.957520
	Iteration 84Q: 3 clusters Score -9450253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -9450251.000000 Penalty: 5371.957520
	Iteration 85Q: 3 clusters Score -9450251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9450241.000000 Penalty: 5371.957520
	Iteration 86Q: 3 clusters Score -9450241 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48752 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9450236.000000 Penalty: 5371.957520
	Iteration 87Q: 3 clusters Score -9450236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9450248.000000 Penalty: 5371.957520
	Iteration 88Q: 3 clusters Score -9450248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9450230.000000 Penalty: 5371.957520
	Iteration 89Q: 3 clusters Score -9450230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -9450234.000000 Penalty: 5371.957520
	Iteration 90Q: 3 clusters Score -9450234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9450209.000000 Penalty: 5371.957520
	Iteration 91Q: 3 clusters Score -9450209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -9450192.000000 Penalty: 5371.957520
	Iteration 92Q: 3 clusters Score -9450192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9450172.000000 Penalty: 5371.957520
	Iteration 93Q: 3 clusters Score -9450172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9450164.000000 Penalty: 5371.957520
	Iteration 94Q: 3 clusters Score -9450164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9450158.000000 Penalty: 5371.957520
	Iteration 95Q: 3 clusters Score -9450158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9450137.000000 Penalty: 5371.957520
	Iteration 96Q: 3 clusters Score -9450137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48914 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9450128.000000 Penalty: 5371.957520
	Iteration 97Q: 3 clusters Score -9450128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9450113.000000 Penalty: 5371.957520
	Iteration 98Q: 3 clusters Score -9450113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9450089.000000 Penalty: 5371.957520
	Iteration 99Q: 3 clusters Score -9450089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9450073.000000 Penalty: 5371.957520
	Iteration 100F: 3 clusters Score -9450073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -9450068.000000 Penalty: 5371.957520
	Iteration 101Q: 3 clusters Score -9450068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9450065.000000 Penalty: 5371.957520
	Iteration 102Q: 3 clusters Score -9450065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9450052.000000 Penalty: 5371.957520
	Iteration 103Q: 3 clusters Score -9450052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9450053.000000 Penalty: 5371.957520
	Iteration 104Q: 3 clusters Score -9450053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9450050.000000 Penalty: 5371.957520
	Iteration 105Q: 3 clusters Score -9450050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9450057.000000 Penalty: 5371.957520
	Iteration 106Q: 3 clusters Score -9450057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49000 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9450055.000000 Penalty: 5371.957520
	Iteration 107Q: 3 clusters Score -9450055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9450052.000000 Penalty: 5371.957520
	Iteration 108Q: 3 clusters Score -9450052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49007 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -9450048.000000 Penalty: 5371.957520
	Iteration 109Q: 3 clusters Score -9450048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9450050.000000 Penalty: 5371.957520
	Iteration 110Q: 3 clusters Score -9450050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -9450041.000000 Penalty: 5371.957520
	Iteration 111Q: 3 clusters Score -9450041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9450040.000000 Penalty: 5371.957520
	Iteration 112Q: 3 clusters Score -9450040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49023 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9450048.000000 Penalty: 5371.957520
	Iteration 113Q: 3 clusters Score -9450048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9450039.000000 Penalty: 5371.957520
	Iteration 114Q: 3 clusters Score -9450039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -9450039.000000 Penalty: 5371.957520
	Iteration 115F: 3 clusters Score -9450039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Entering Unmasked Estep 
Score: -8489067.000000 Penalty: 2661.762207
	Iteration 0F: 2 clusters Score -8489067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -8458947.000000 Penalty: 5323.524414
	Iteration 0F: 3 clusters Score -8458947 nChanged 21110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -8470738.000000 Penalty: 5323.524414
	Iteration 1F: 3 clusters Score -8470738 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -8471707.000000 Penalty: 5323.524414
	Iteration 2Q: 3 clusters Score -8471707 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -8473103.000000 Penalty: 5323.524414
	Iteration 3F: 3 clusters Score -8473103 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -8475128.000000 Penalty: 5323.524414
	Iteration 4F: 3 clusters Score -8475128 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -8477829.000000 Penalty: 5323.524414
	Iteration 5F: 3 clusters Score -8477829 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8481286.000000 Penalty: 5323.524414
	Iteration 6F: 3 clusters Score -8481286 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -8484542.000000 Penalty: 5323.524414
	Iteration 7F: 3 clusters Score -8484542 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -8486384.000000 Penalty: 5323.524414
	Iteration 8Q: 3 clusters Score -8486384 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -8486951.000000 Penalty: 5323.524414
	Iteration 9Q: 3 clusters Score -8486951 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -8487206.000000 Penalty: 5323.524414
	Iteration 10Q: 3 clusters Score -8487206 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -8487391.000000 Penalty: 5323.524414
	Iteration 11Q: 3 clusters Score -8487391 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -8487500.000000 Penalty: 5323.524414
	Iteration 12Q: 3 clusters Score -8487500 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -8487589.000000 Penalty: 5323.524414
	Iteration 13Q: 3 clusters Score -8487589 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -8487650.000000 Penalty: 5323.524414
	Iteration 14Q: 3 clusters Score -8487650 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -8487717.000000 Penalty: 5323.524414
	Iteration 15Q: 3 clusters Score -8487717 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -8487781.000000 Penalty: 5323.524414
	Iteration 16Q: 3 clusters Score -8487781 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -8487827.000000 Penalty: 5323.524414
	Iteration 17Q: 3 clusters Score -8487827 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -8487861.000000 Penalty: 5323.524414
	Iteration 18Q: 3 clusters Score -8487861 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8487877.000000 Penalty: 5323.524414
	Iteration 19Q: 3 clusters Score -8487877 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8487879.000000 Penalty: 5323.524414
	Iteration 20F: 3 clusters Score -8487879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -8487862.000000 Penalty: 5323.524414
	Iteration 21Q: 3 clusters Score -8487862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -8487887.000000 Penalty: 5323.524414
	Iteration 22Q: 3 clusters Score -8487887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
Score: -8487901.000000 Penalty: 5323.524414
	Iteration 23Q: 3 clusters Score -8487901 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -8487899.000000 Penalty: 5323.524414
	Iteration 24Q: 3 clusters Score -8487899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 40074 members 
Entering Unmasked Estep 
Score: -8487910.000000 Penalty: 5323.524414
	Iteration 25Q: 3 clusters Score -8487910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -8487896.000000 Penalty: 5323.524414
	Iteration 26Q: 3 clusters Score -8487896 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -8487928.000000 Penalty: 5323.524414
	Iteration 27Q: 3 clusters Score -8487928 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8487931.000000 Penalty: 5323.524414
	Iteration 28Q: 3 clusters Score -8487931 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -8487931.000000 Penalty: 5323.524414
	Iteration 29Q: 3 clusters Score -8487931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 40411 members 
Entering Unmasked Estep 
Score: -8487935.000000 Penalty: 5323.524414
	Iteration 30Q: 3 clusters Score -8487935 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 40481 members 
Entering Unmasked Estep 
Score: -8487942.000000 Penalty: 5323.524414
	Iteration 31Q: 3 clusters Score -8487942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -8487933.000000 Penalty: 5323.524414
	Iteration 32Q: 3 clusters Score -8487933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8487946.000000 Penalty: 5323.524414
	Iteration 33Q: 3 clusters Score -8487946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -8487960.000000 Penalty: 5323.524414
	Iteration 34Q: 3 clusters Score -8487960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -8487943.000000 Penalty: 5323.524414
	Iteration 35Q: 3 clusters Score -8487943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -8487936.000000 Penalty: 5323.524414
	Iteration 36Q: 3 clusters Score -8487936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -8487951.000000 Penalty: 5323.524414
	Iteration 37Q: 3 clusters Score -8487951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -8487959.000000 Penalty: 5323.524414
	Iteration 38Q: 3 clusters Score -8487959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -8487981.000000 Penalty: 5323.524414
	Iteration 39Q: 3 clusters Score -8487981 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -8487989.000000 Penalty: 5323.524414
	Iteration 40F: 3 clusters Score -8487989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8487992.000000 Penalty: 5323.524414
	Iteration 41Q: 3 clusters Score -8487992 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -8487986.000000 Penalty: 5323.524414
	Iteration 42Q: 3 clusters Score -8487986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -8487994.000000 Penalty: 5323.524414
	Iteration 43Q: 3 clusters Score -8487994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8488000.000000 Penalty: 5323.524414
	Iteration 44Q: 3 clusters Score -8488000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8488004.000000 Penalty: 5323.524414
	Iteration 45Q: 3 clusters Score -8488004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -8488025.000000 Penalty: 5323.524414
	Iteration 46Q: 3 clusters Score -8488025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -8488001.000000 Penalty: 5323.524414
	Iteration 47Q: 3 clusters Score -8488001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8488022.000000 Penalty: 5323.524414
	Iteration 48Q: 3 clusters Score -8488022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -8488018.000000 Penalty: 5323.524414
	Iteration 49Q: 3 clusters Score -8488018 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8488030.000000 Penalty: 5323.524414
	Iteration 50Q: 3 clusters Score -8488030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 41415 members 
Entering Unmasked Estep 
Score: -8488031.000000 Penalty: 5323.524414
	Iteration 51Q: 3 clusters Score -8488031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8488037.000000 Penalty: 5323.524414
	Iteration 52Q: 3 clusters Score -8488037 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -8488059.000000 Penalty: 5323.524414
	Iteration 53Q: 3 clusters Score -8488059 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -8488046.000000 Penalty: 5323.524414
	Iteration 54Q: 3 clusters Score -8488046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8488049.000000 Penalty: 5323.524414
	Iteration 55Q: 3 clusters Score -8488049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8488067.000000 Penalty: 5323.524414
	Iteration 56Q: 3 clusters Score -8488067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8488053.000000 Penalty: 5323.524414
	Iteration 57Q: 3 clusters Score -8488053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8488054.000000 Penalty: 5323.524414
	Iteration 58Q: 3 clusters Score -8488054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8488063.000000 Penalty: 5323.524414
	Iteration 59Q: 3 clusters Score -8488063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8488067.000000 Penalty: 5323.524414
	Iteration 60F: 3 clusters Score -8488067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8488059.000000 Penalty: 5323.524414
	Iteration 61Q: 3 clusters Score -8488059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8488062.000000 Penalty: 5323.524414
	Iteration 62Q: 3 clusters Score -8488062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8488063.000000 Penalty: 5323.524414
	Iteration 63Q: 3 clusters Score -8488063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8488062.000000 Penalty: 5323.524414
	Iteration 64Q: 3 clusters Score -8488062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8488059.000000 Penalty: 5323.524414
	Iteration 65Q: 3 clusters Score -8488059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -8488049.000000 Penalty: 5323.524414
	Iteration 66Q: 3 clusters Score -8488049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8488056.000000 Penalty: 5323.524414
	Iteration 67Q: 3 clusters Score -8488056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -8488050.000000 Penalty: 5323.524414
	Iteration 68Q: 3 clusters Score -8488050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8488066.000000 Penalty: 5323.524414
	Iteration 69Q: 3 clusters Score -8488066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -8488053.000000 Penalty: 5323.524414
	Iteration 70Q: 3 clusters Score -8488053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -8488046.000000 Penalty: 5323.524414
	Iteration 71Q: 3 clusters Score -8488046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -8488050.000000 Penalty: 5323.524414
	Iteration 72Q: 3 clusters Score -8488050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8488058.000000 Penalty: 5323.524414
	Iteration 73Q: 3 clusters Score -8488058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8488049.000000 Penalty: 5323.524414
	Iteration 74Q: 3 clusters Score -8488049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -8488061.000000 Penalty: 5323.524414
	Iteration 75Q: 3 clusters Score -8488061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8488047.000000 Penalty: 5323.524414
	Iteration 76Q: 3 clusters Score -8488047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -8488041.000000 Penalty: 5323.524414
	Iteration 77Q: 3 clusters Score -8488041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8488034.000000 Penalty: 5323.524414
	Iteration 78Q: 3 clusters Score -8488034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8488052.000000 Penalty: 5323.524414
	Iteration 79Q: 3 clusters Score -8488052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -8488059.000000 Penalty: 5323.524414
	Iteration 80F: 3 clusters Score -8488059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8488057.000000 Penalty: 5323.524414
	Iteration 81Q: 3 clusters Score -8488057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8488060.000000 Penalty: 5323.524414
	Iteration 82Q: 3 clusters Score -8488060 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -8488060.000000 Penalty: 5323.524414
	Iteration 83Q: 3 clusters Score -8488060 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8488057.000000 Penalty: 5323.524414
	Iteration 84Q: 3 clusters Score -8488057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8488049.000000 Penalty: 5323.524414
	Iteration 85Q: 3 clusters Score -8488049 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -8488042.000000 Penalty: 5323.524414
	Iteration 86Q: 3 clusters Score -8488042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8488052.000000 Penalty: 5323.524414
	Iteration 87Q: 3 clusters Score -8488052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8488048.000000 Penalty: 5323.524414
	Iteration 88Q: 3 clusters Score -8488048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8488043.000000 Penalty: 5323.524414
	Iteration 89Q: 3 clusters Score -8488043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 42373 members 
Entering Unmasked Estep 
Score: -8488040.000000 Penalty: 5323.524414
	Iteration 90Q: 3 clusters Score -8488040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8488033.000000 Penalty: 5323.524414
	Iteration 91Q: 3 clusters Score -8488033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8488044.000000 Penalty: 5323.524414
	Iteration 92Q: 3 clusters Score -8488044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -8488046.000000 Penalty: 5323.524414
	Iteration 93Q: 3 clusters Score -8488046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8488033.000000 Penalty: 5323.524414
	Iteration 94Q: 3 clusters Score -8488033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -8488019.000000 Penalty: 5323.524414
	Iteration 95Q: 3 clusters Score -8488019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8488000.000000 Penalty: 5323.524414
	Iteration 96Q: 3 clusters Score -8488000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -8487988.000000 Penalty: 5323.524414
	Iteration 97Q: 3 clusters Score -8487988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8487980.000000 Penalty: 5323.524414
	Iteration 98Q: 3 clusters Score -8487980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -8487970.000000 Penalty: 5323.524414
	Iteration 99Q: 3 clusters Score -8487970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8487956.000000 Penalty: 5323.524414
	Iteration 100F: 3 clusters Score -8487956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -8487960.000000 Penalty: 5323.524414
	Iteration 101Q: 3 clusters Score -8487960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8487955.000000 Penalty: 5323.524414
	Iteration 102Q: 3 clusters Score -8487955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8487935.000000 Penalty: 5323.524414
	Iteration 103Q: 3 clusters Score -8487935 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -8487925.000000 Penalty: 5323.524414
	Iteration 104Q: 3 clusters Score -8487925 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8487920.000000 Penalty: 5323.524414
	Iteration 105Q: 3 clusters Score -8487920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8487922.000000 Penalty: 5323.524414
	Iteration 106Q: 3 clusters Score -8487922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8487914.000000 Penalty: 5323.524414
	Iteration 107Q: 3 clusters Score -8487914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -8487911.000000 Penalty: 5323.524414
	Iteration 108Q: 3 clusters Score -8487911 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -8487895.000000 Penalty: 5323.524414
	Iteration 109Q: 3 clusters Score -8487895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8487899.000000 Penalty: 5323.524414
	Iteration 110Q: 3 clusters Score -8487899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -8487884.000000 Penalty: 5323.524414
	Iteration 111Q: 3 clusters Score -8487884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8487898.000000 Penalty: 5323.524414
	Iteration 112Q: 3 clusters Score -8487898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -8487884.000000 Penalty: 5323.524414
	Iteration 113Q: 3 clusters Score -8487884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -8487898.000000 Penalty: 5323.524414
	Iteration 114Q: 3 clusters Score -8487898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8487881.000000 Penalty: 5323.524414
	Iteration 115Q: 3 clusters Score -8487881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -8487872.000000 Penalty: 5323.524414
	Iteration 116Q: 3 clusters Score -8487872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -8487871.000000 Penalty: 5323.524414
	Iteration 117Q: 3 clusters Score -8487871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8487863.000000 Penalty: 5323.524414
	Iteration 118Q: 3 clusters Score -8487863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8487853.000000 Penalty: 5323.524414
	Iteration 119Q: 3 clusters Score -8487853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8487862.000000 Penalty: 5323.524414
	Iteration 120F: 3 clusters Score -8487862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8487865.000000 Penalty: 5323.524414
	Iteration 121Q: 3 clusters Score -8487865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8487850.000000 Penalty: 5323.524414
	Iteration 122Q: 3 clusters Score -8487850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -8487840.000000 Penalty: 5323.524414
	Iteration 123Q: 3 clusters Score -8487840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -8487844.000000 Penalty: 5323.524414
	Iteration 124Q: 3 clusters Score -8487844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -8487843.000000 Penalty: 5323.524414
	Iteration 125Q: 3 clusters Score -8487843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8487838.000000 Penalty: 5323.524414
	Iteration 126Q: 3 clusters Score -8487838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8487843.000000 Penalty: 5323.524414
	Iteration 127Q: 3 clusters Score -8487843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -8487836.000000 Penalty: 5323.524414
	Iteration 128Q: 3 clusters Score -8487836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8487842.000000 Penalty: 5323.524414
	Iteration 129Q: 3 clusters Score -8487842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8487832.000000 Penalty: 5323.524414
	Iteration 130Q: 3 clusters Score -8487832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8487828.000000 Penalty: 5323.524414
	Iteration 131Q: 3 clusters Score -8487828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8487826.000000 Penalty: 5323.524414
	Iteration 132Q: 3 clusters Score -8487826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8487816.000000 Penalty: 5323.524414
	Iteration 133Q: 3 clusters Score -8487816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -8487814.000000 Penalty: 5323.524414
	Iteration 134Q: 3 clusters Score -8487814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 43707 members 
Entering Unmasked Estep 
Score: -8487803.000000 Penalty: 5323.524414
	Iteration 135Q: 3 clusters Score -8487803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8487805.000000 Penalty: 5323.524414
	Iteration 136Q: 3 clusters Score -8487805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8487802.000000 Penalty: 5323.524414
	Iteration 137Q: 3 clusters Score -8487802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -8487811.000000 Penalty: 5323.524414
	Iteration 138Q: 3 clusters Score -8487811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8487813.000000 Penalty: 5323.524414
	Iteration 139Q: 3 clusters Score -8487813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8487809.000000 Penalty: 5323.524414
	Iteration 140F: 3 clusters Score -8487809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8487800.000000 Penalty: 5323.524414
	Iteration 141Q: 3 clusters Score -8487800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8487804.000000 Penalty: 5323.524414
	Iteration 142Q: 3 clusters Score -8487804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8487806.000000 Penalty: 5323.524414
	Iteration 143Q: 3 clusters Score -8487806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8487798.000000 Penalty: 5323.524414
	Iteration 144Q: 3 clusters Score -8487798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 43765 members 
Entering Unmasked Estep 
Score: -8487789.000000 Penalty: 5323.524414
	Iteration 145Q: 3 clusters Score -8487789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8487794.000000 Penalty: 5323.524414
	Iteration 146Q: 3 clusters Score -8487794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -8487795.000000 Penalty: 5323.524414
	Iteration 147Q: 3 clusters Score -8487795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -8487791.000000 Penalty: 5323.524414
	Iteration 148Q: 3 clusters Score -8487791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8487798.000000 Penalty: 5323.524414
	Iteration 149Q: 3 clusters Score -8487798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8487797.000000 Penalty: 5323.524414
	Iteration 150Q: 3 clusters Score -8487797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8487793.000000 Penalty: 5323.524414
	Iteration 151Q: 3 clusters Score -8487793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8487798.000000 Penalty: 5323.524414
	Iteration 152Q: 3 clusters Score -8487798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8487795.000000 Penalty: 5323.524414
	Iteration 153Q: 3 clusters Score -8487795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -8487802.000000 Penalty: 5323.524414
	Iteration 154Q: 3 clusters Score -8487802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8487806.000000 Penalty: 5323.524414
	Iteration 155Q: 3 clusters Score -8487806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8487806.000000 Penalty: 5323.524414
	Iteration 156F: 3 clusters Score -8487806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (62900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Entering Unmasked Estep 
Score: -11784929.000000 Penalty: 2740.226562
	Iteration 0F: 2 clusters Score -1.178493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -11753365.000000 Penalty: 5480.453125
	Iteration 0F: 3 clusters Score -1.175336e+07 nChanged 29462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -11769976.000000 Penalty: 5480.453125
	Iteration 1F: 3 clusters Score -1.176998e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -11770641.000000 Penalty: 5480.453125
	Iteration 2Q: 3 clusters Score -1.177064e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -11771537.000000 Penalty: 5480.453125
	Iteration 3Q: 3 clusters Score -1.177154e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -11772814.000000 Penalty: 5480.453125
	Iteration 4Q: 3 clusters Score -1.177281e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -11774342.000000 Penalty: 5480.453125
	Iteration 5F: 3 clusters Score -1.177434e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -11775446.000000 Penalty: 5480.453125
	Iteration 6F: 3 clusters Score -1.177545e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -11777228.000000 Penalty: 5480.453125
	Iteration 7F: 3 clusters Score -1.177723e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -11779732.000000 Penalty: 5480.453125
	Iteration 8Q: 3 clusters Score -1.177973e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -11781300.000000 Penalty: 5480.453125
	Iteration 9Q: 3 clusters Score -1.17813e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -11782506.000000 Penalty: 5480.453125
	Iteration 10Q: 3 clusters Score -1.178251e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 54251 members 
Entering Unmasked Estep 
Score: -11783218.000000 Penalty: 5480.453125
	Iteration 11Q: 3 clusters Score -1.178322e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -11783583.000000 Penalty: 5480.453125
	Iteration 12Q: 3 clusters Score -1.178358e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -11783873.000000 Penalty: 5480.453125
	Iteration 13Q: 3 clusters Score -1.178387e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 55199 members 
Entering Unmasked Estep 
Score: -11784026.000000 Penalty: 5480.453125
	Iteration 14Q: 3 clusters Score -1.178403e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -11784074.000000 Penalty: 5480.453125
	Iteration 15Q: 3 clusters Score -1.178407e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -11784050.000000 Penalty: 5480.453125
	Iteration 16Q: 3 clusters Score -1.178405e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -11783997.000000 Penalty: 5480.453125
	Iteration 17Q: 3 clusters Score -1.1784e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -11783955.000000 Penalty: 5480.453125
	Iteration 18Q: 3 clusters Score -1.178396e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -11783950.000000 Penalty: 5480.453125
	Iteration 19Q: 3 clusters Score -1.178395e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 55883 members 
Entering Unmasked Estep 
Score: -11783975.000000 Penalty: 5480.453125
	Iteration 20F: 3 clusters Score -1.178398e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 55895 members 
Entering Unmasked Estep 
Score: -11783981.000000 Penalty: 5480.453125
	Iteration 21Q: 3 clusters Score -1.178398e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -11783939.000000 Penalty: 5480.453125
	Iteration 22Q: 3 clusters Score -1.178394e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -11783936.000000 Penalty: 5480.453125
	Iteration 23Q: 3 clusters Score -1.178394e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -11783918.000000 Penalty: 5480.453125
	Iteration 24Q: 3 clusters Score -1.178392e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 55794 members 
Entering Unmasked Estep 
Score: -11783912.000000 Penalty: 5480.453125
	Iteration 25Q: 3 clusters Score -1.178391e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 55747 members 
Entering Unmasked Estep 
Score: -11783907.000000 Penalty: 5480.453125
	Iteration 26Q: 3 clusters Score -1.178391e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -11783953.000000 Penalty: 5480.453125
	Iteration 27Q: 3 clusters Score -1.178395e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -11783958.000000 Penalty: 5480.453125
	Iteration 28Q: 3 clusters Score -1.178396e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -11783942.000000 Penalty: 5480.453125
	Iteration 29Q: 3 clusters Score -1.178394e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -11783987.000000 Penalty: 5480.453125
	Iteration 30Q: 3 clusters Score -1.178399e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -11783995.000000 Penalty: 5480.453125
	Iteration 31Q: 3 clusters Score -1.1784e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -11784019.000000 Penalty: 5480.453125
	Iteration 32Q: 3 clusters Score -1.178402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -11784023.000000 Penalty: 5480.453125
	Iteration 33Q: 3 clusters Score -1.178402e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -11784017.000000 Penalty: 5480.453125
	Iteration 34Q: 3 clusters Score -1.178402e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -11784036.000000 Penalty: 5480.453125
	Iteration 35Q: 3 clusters Score -1.178404e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -11784050.000000 Penalty: 5480.453125
	Iteration 36Q: 3 clusters Score -1.178405e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -11784058.000000 Penalty: 5480.453125
	Iteration 37Q: 3 clusters Score -1.178406e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 55292 members 
Entering Unmasked Estep 
Score: -11784055.000000 Penalty: 5480.453125
	Iteration 38Q: 3 clusters Score -1.178406e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 55274 members 
Entering Unmasked Estep 
Score: -11784069.000000 Penalty: 5480.453125
	Iteration 39Q: 3 clusters Score -1.178407e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -11784082.000000 Penalty: 5480.453125
	Iteration 40F: 3 clusters Score -1.178408e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -11784114.000000 Penalty: 5480.453125
	Iteration 41Q: 3 clusters Score -1.178411e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -11784086.000000 Penalty: 5480.453125
	Iteration 42Q: 3 clusters Score -1.178409e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 55082 members 
Entering Unmasked Estep 
Score: -11784046.000000 Penalty: 5480.453125
	Iteration 43Q: 3 clusters Score -1.178405e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -11784053.000000 Penalty: 5480.453125
	Iteration 44Q: 3 clusters Score -1.178405e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -11784092.000000 Penalty: 5480.453125
	Iteration 45Q: 3 clusters Score -1.178409e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -11784073.000000 Penalty: 5480.453125
	Iteration 46Q: 3 clusters Score -1.178407e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -11784035.000000 Penalty: 5480.453125
	Iteration 47Q: 3 clusters Score -1.178404e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -11784040.000000 Penalty: 5480.453125
	Iteration 48Q: 3 clusters Score -1.178404e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -11784087.000000 Penalty: 5480.453125
	Iteration 49Q: 3 clusters Score -1.178409e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 54094 members 
Entering Unmasked Estep 
Score: -11784133.000000 Penalty: 5480.453125
	Iteration 50Q: 3 clusters Score -1.178413e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -11784173.000000 Penalty: 5480.453125
	Iteration 51Q: 3 clusters Score -1.178417e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -11784203.000000 Penalty: 5480.453125
	Iteration 52Q: 3 clusters Score -1.17842e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -11784377.000000 Penalty: 5480.453125
	Iteration 53Q: 3 clusters Score -1.178438e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -11784504.000000 Penalty: 5480.453125
	Iteration 54Q: 3 clusters Score -1.17845e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -11784563.000000 Penalty: 5480.453125
	Iteration 55Q: 3 clusters Score -1.178456e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -11784760.000000 Penalty: 5480.453125
	Iteration 56Q: 3 clusters Score -1.178476e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 51767 members 
Entering Unmasked Estep 
Score: -11784950.000000 Penalty: 5480.453125
	Iteration 57Q: 3 clusters Score -1.178495e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -11785090.000000 Penalty: 5480.453125
	Iteration 58Q: 3 clusters Score -1.178509e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -11785244.000000 Penalty: 5480.453125
	Iteration 59Q: 3 clusters Score -1.178524e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -11785352.000000 Penalty: 5480.453125
	Iteration 60F: 3 clusters Score -1.178535e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -11785409.000000 Penalty: 5480.453125
	Iteration 61Q: 3 clusters Score -1.178541e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -11785537.000000 Penalty: 5480.453125
	Iteration 62Q: 3 clusters Score -1.178554e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -11786223.000000 Penalty: 5480.453125
	Iteration 63Q: 3 clusters Score -1.178622e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -11787601.000000 Penalty: 5480.453125
	Iteration 64Q: 3 clusters Score -1.17876e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 43048 members 
Entering Unmasked Estep 
Score: -11788603.000000 Penalty: 5480.453125
	Iteration 65Q: 3 clusters Score -1.17886e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -11789277.000000 Penalty: 5480.453125
	Iteration 66Q: 3 clusters Score -1.178928e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -11789544.000000 Penalty: 5480.453125
	Iteration 67Q: 3 clusters Score -1.178954e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -11789607.000000 Penalty: 5480.453125
	Iteration 68Q: 3 clusters Score -1.178961e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -11789729.000000 Penalty: 5480.453125
	Iteration 69Q: 3 clusters Score -1.178973e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -11789690.000000 Penalty: 5480.453125
	Iteration 70Q: 3 clusters Score -1.178969e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -11789744.000000 Penalty: 5480.453125
	Iteration 71Q: 3 clusters Score -1.178974e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -11789718.000000 Penalty: 5480.453125
	Iteration 72Q: 3 clusters Score -1.178972e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -11789715.000000 Penalty: 5480.453125
	Iteration 73Q: 3 clusters Score -1.178972e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28073 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -11789631.000000 Penalty: 5480.453125
	Iteration 74Q: 3 clusters Score -1.178963e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -11789617.000000 Penalty: 5480.453125
	Iteration 75Q: 3 clusters Score -1.178962e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -11789587.000000 Penalty: 5480.453125
	Iteration 76Q: 3 clusters Score -1.178959e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -11789544.000000 Penalty: 5480.453125
	Iteration 77Q: 3 clusters Score -1.178954e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -11789508.000000 Penalty: 5480.453125
	Iteration 78Q: 3 clusters Score -1.178951e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -11789458.000000 Penalty: 5480.453125
	Iteration 79Q: 3 clusters Score -1.178946e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -11789849.000000 Penalty: 5480.453125
	Iteration 80F: 3 clusters Score -1.178985e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 32190 members 
Entering Unmasked Estep 
Score: -11790198.000000 Penalty: 5480.453125
	Iteration 81Q: 3 clusters Score -1.17902e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -11790488.000000 Penalty: 5480.453125
	Iteration 82Q: 3 clusters Score -1.179049e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -11790631.000000 Penalty: 5480.453125
	Iteration 83Q: 3 clusters Score -1.179063e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -11790638.000000 Penalty: 5480.453125
	Iteration 84Q: 3 clusters Score -1.179064e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -11790685.000000 Penalty: 5480.453125
	Iteration 85Q: 3 clusters Score -1.179068e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -11790729.000000 Penalty: 5480.453125
	Iteration 86Q: 3 clusters Score -1.179073e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -11790772.000000 Penalty: 5480.453125
	Iteration 87Q: 3 clusters Score -1.179077e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -11790826.000000 Penalty: 5480.453125
	Iteration 88Q: 3 clusters Score -1.179083e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -11790835.000000 Penalty: 5480.453125
	Iteration 89Q: 3 clusters Score -1.179084e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -11790658.000000 Penalty: 5480.453125
	Iteration 90Q: 3 clusters Score -1.179066e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -11790647.000000 Penalty: 5480.453125
	Iteration 91Q: 3 clusters Score -1.179065e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -11790473.000000 Penalty: 5480.453125
	Iteration 92Q: 3 clusters Score -1.179047e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -11790126.000000 Penalty: 5480.453125
	Iteration 93Q: 3 clusters Score -1.179013e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -11789502.000000 Penalty: 5480.453125
	Iteration 94Q: 3 clusters Score -1.17895e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -11788971.000000 Penalty: 5480.453125
	Iteration 95Q: 3 clusters Score -1.178897e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -11788274.000000 Penalty: 5480.453125
	Iteration 96Q: 3 clusters Score -1.178827e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -11787620.000000 Penalty: 5480.453125
	Iteration 97Q: 3 clusters Score -1.178762e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -11787686.000000 Penalty: 5480.453125
	Iteration 98Q: 3 clusters Score -1.178769e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -11787740.000000 Penalty: 5480.453125
	Iteration 99Q: 3 clusters Score -1.178774e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -11788296.000000 Penalty: 5480.453125
	Iteration 100F: 3 clusters Score -1.17883e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -11788222.000000 Penalty: 5480.453125
	Iteration 101Q: 3 clusters Score -1.178822e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -11788261.000000 Penalty: 5480.453125
	Iteration 102Q: 3 clusters Score -1.178826e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -11788198.000000 Penalty: 5480.453125
	Iteration 103Q: 3 clusters Score -1.17882e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50019 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -11788173.000000 Penalty: 5480.453125
	Iteration 104Q: 3 clusters Score -1.178817e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -11788094.000000 Penalty: 5480.453125
	Iteration 105Q: 3 clusters Score -1.178809e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -11788059.000000 Penalty: 5480.453125
	Iteration 106Q: 3 clusters Score -1.178806e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -11788026.000000 Penalty: 5480.453125
	Iteration 107Q: 3 clusters Score -1.178803e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -11787980.000000 Penalty: 5480.453125
	Iteration 108Q: 3 clusters Score -1.178798e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -11787932.000000 Penalty: 5480.453125
	Iteration 109Q: 3 clusters Score -1.178793e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -11787918.000000 Penalty: 5480.453125
	Iteration 110Q: 3 clusters Score -1.178792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -11787909.000000 Penalty: 5480.453125
	Iteration 111Q: 3 clusters Score -1.178791e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -11787909.000000 Penalty: 5480.453125
	Iteration 112Q: 3 clusters Score -1.178791e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -11787925.000000 Penalty: 5480.453125
	Iteration 113Q: 3 clusters Score -1.178792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -11787895.000000 Penalty: 5480.453125
	Iteration 114Q: 3 clusters Score -1.17879e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -11787878.000000 Penalty: 5480.453125
	Iteration 115Q: 3 clusters Score -1.178788e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -11787867.000000 Penalty: 5480.453125
	Iteration 116Q: 3 clusters Score -1.178787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -11787859.000000 Penalty: 5480.453125
	Iteration 117Q: 3 clusters Score -1.178786e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -11787867.000000 Penalty: 5480.453125
	Iteration 118Q: 3 clusters Score -1.178787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11787865.000000 Penalty: 5480.453125
	Iteration 119Q: 3 clusters Score -1.178786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11787870.000000 Penalty: 5480.453125
	Iteration 120F: 3 clusters Score -1.178787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -11787856.000000 Penalty: 5480.453125
	Iteration 121Q: 3 clusters Score -1.178786e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -11787854.000000 Penalty: 5480.453125
	Iteration 122Q: 3 clusters Score -1.178785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -11787864.000000 Penalty: 5480.453125
	Iteration 123Q: 3 clusters Score -1.178786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -11787854.000000 Penalty: 5480.453125
	Iteration 124Q: 3 clusters Score -1.178785e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -11787863.000000 Penalty: 5480.453125
	Iteration 125Q: 3 clusters Score -1.178786e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11787853.000000 Penalty: 5480.453125
	Iteration 126Q: 3 clusters Score -1.178785e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -11787843.000000 Penalty: 5480.453125
	Iteration 127Q: 3 clusters Score -1.178784e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11787841.000000 Penalty: 5480.453125
	Iteration 128Q: 3 clusters Score -1.178784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -11787834.000000 Penalty: 5480.453125
	Iteration 129Q: 3 clusters Score -1.178783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -11787836.000000 Penalty: 5480.453125
	Iteration 130Q: 3 clusters Score -1.178784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11787832.000000 Penalty: 5480.453125
	Iteration 131Q: 3 clusters Score -1.178783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -11787833.000000 Penalty: 5480.453125
	Iteration 132Q: 3 clusters Score -1.178783e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -11787836.000000 Penalty: 5480.453125
	Iteration 133Q: 3 clusters Score -1.178784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11787844.000000 Penalty: 5480.453125
	Iteration 134Q: 3 clusters Score -1.178784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11787842.000000 Penalty: 5480.453125
	Iteration 135Q: 3 clusters Score -1.178784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -11787848.000000 Penalty: 5480.453125
	Iteration 136Q: 3 clusters Score -1.178785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -11787852.000000 Penalty: 5480.453125
	Iteration 137Q: 3 clusters Score -1.178785e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11787841.000000 Penalty: 5480.453125
	Iteration 138Q: 3 clusters Score -1.178784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11787843.000000 Penalty: 5480.453125
	Iteration 139Q: 3 clusters Score -1.178784e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -11787839.000000 Penalty: 5480.453125
	Iteration 140F: 3 clusters Score -1.178784e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -11787843.000000 Penalty: 5480.453125
	Iteration 141Q: 3 clusters Score -1.178784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -11787838.000000 Penalty: 5480.453125
	Iteration 142Q: 3 clusters Score -1.178784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -11787836.000000 Penalty: 5480.453125
	Iteration 143Q: 3 clusters Score -1.178784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50395 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -11787825.000000 Penalty: 5480.453125
	Iteration 144Q: 3 clusters Score -1.178782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50402 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -11787816.000000 Penalty: 5480.453125
	Iteration 145Q: 3 clusters Score -1.178782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -11787833.000000 Penalty: 5480.453125
	Iteration 146Q: 3 clusters Score -1.178783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -11787818.000000 Penalty: 5480.453125
	Iteration 147Q: 3 clusters Score -1.178782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -11787817.000000 Penalty: 5480.453125
	Iteration 148Q: 3 clusters Score -1.178782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50426 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -11787817.000000 Penalty: 5480.453125
	Iteration 149Q: 3 clusters Score -1.178782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -11787818.000000 Penalty: 5480.453125
	Iteration 150Q: 3 clusters Score -1.178782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -11787808.000000 Penalty: 5480.453125
	Iteration 151Q: 3 clusters Score -1.178781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -11787815.000000 Penalty: 5480.453125
	Iteration 152Q: 3 clusters Score -1.178782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -11787815.000000 Penalty: 5480.453125
	Iteration 153F: 3 clusters Score -1.178782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 54439 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51767 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 12473 members 
Entering Unmasked Estep 
Score: -137119824.000000 Penalty: 100613.093750
Splitting cluster 16 changes total score from -137117248.000000 to -137119824.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 17 (54439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Entering Unmasked Estep 
Score: -10178421.000000 Penalty: 2704.399170
	Iteration 0F: 2 clusters Score -1.017842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -10145401.000000 Penalty: 5408.798340
	Iteration 0F: 3 clusters Score -1.01454e+07 nChanged 25247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -10159791.000000 Penalty: 5408.798340
	Iteration 1F: 3 clusters Score -1.015979e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -10160623.000000 Penalty: 5408.798340
	Iteration 2Q: 3 clusters Score -1.016062e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -10161605.000000 Penalty: 5408.798340
	Iteration 3Q: 3 clusters Score -1.01616e+07 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -10162992.000000 Penalty: 5408.798340
	Iteration 4F: 3 clusters Score -1.016299e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -10164944.000000 Penalty: 5408.798340
	Iteration 5F: 3 clusters Score -1.016494e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -10167521.000000 Penalty: 5408.798340
	Iteration 6F: 3 clusters Score -1.016752e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -10170439.000000 Penalty: 5408.798340
	Iteration 7F: 3 clusters Score -1.017044e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -10172843.000000 Penalty: 5408.798340
	Iteration 8F: 3 clusters Score -1.017284e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -10174309.000000 Penalty: 5408.798340
	Iteration 9Q: 3 clusters Score -1.017431e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -10175022.000000 Penalty: 5408.798340
	Iteration 10Q: 3 clusters Score -1.017502e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -10175543.000000 Penalty: 5408.798340
	Iteration 11Q: 3 clusters Score -1.017554e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -10175977.000000 Penalty: 5408.798340
	Iteration 12Q: 3 clusters Score -1.017598e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -10176488.000000 Penalty: 5408.798340
	Iteration 13Q: 3 clusters Score -1.017649e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -10176909.000000 Penalty: 5408.798340
	Iteration 14Q: 3 clusters Score -1.017691e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -10177302.000000 Penalty: 5408.798340
	Iteration 15Q: 3 clusters Score -1.01773e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -10177633.000000 Penalty: 5408.798340
	Iteration 16Q: 3 clusters Score -1.017763e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -10177878.000000 Penalty: 5408.798340
	Iteration 17Q: 3 clusters Score -1.017788e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -10178014.000000 Penalty: 5408.798340
	Iteration 18Q: 3 clusters Score -1.017801e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -10178115.000000 Penalty: 5408.798340
	Iteration 19Q: 3 clusters Score -1.017812e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -10178240.000000 Penalty: 5408.798340
	Iteration 20F: 3 clusters Score -1.017824e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -10178318.000000 Penalty: 5408.798340
	Iteration 21Q: 3 clusters Score -1.017832e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -10178342.000000 Penalty: 5408.798340
	Iteration 22Q: 3 clusters Score -1.017834e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -10178369.000000 Penalty: 5408.798340
	Iteration 23Q: 3 clusters Score -1.017837e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -10178375.000000 Penalty: 5408.798340
	Iteration 24Q: 3 clusters Score -1.017838e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -10178398.000000 Penalty: 5408.798340
	Iteration 25Q: 3 clusters Score -1.01784e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -10178407.000000 Penalty: 5408.798340
	Iteration 26Q: 3 clusters Score -1.017841e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -10178434.000000 Penalty: 5408.798340
	Iteration 27Q: 3 clusters Score -1.017843e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -10178464.000000 Penalty: 5408.798340
	Iteration 28Q: 3 clusters Score -1.017846e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -10178483.000000 Penalty: 5408.798340
	Iteration 29Q: 3 clusters Score -1.017848e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -10178505.000000 Penalty: 5408.798340
	Iteration 30Q: 3 clusters Score -1.01785e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -10178482.000000 Penalty: 5408.798340
	Iteration 31Q: 3 clusters Score -1.017848e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -10178492.000000 Penalty: 5408.798340
	Iteration 32Q: 3 clusters Score -1.017849e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -10178491.000000 Penalty: 5408.798340
	Iteration 33Q: 3 clusters Score -1.017849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -10178504.000000 Penalty: 5408.798340
	Iteration 34Q: 3 clusters Score -1.01785e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -10178503.000000 Penalty: 5408.798340
	Iteration 35Q: 3 clusters Score -1.01785e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -10178504.000000 Penalty: 5408.798340
	Iteration 36Q: 3 clusters Score -1.01785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -10178501.000000 Penalty: 5408.798340
	Iteration 37Q: 3 clusters Score -1.01785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -10178510.000000 Penalty: 5408.798340
	Iteration 38Q: 3 clusters Score -1.017851e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -10178519.000000 Penalty: 5408.798340
	Iteration 39Q: 3 clusters Score -1.017852e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -10178519.000000 Penalty: 5408.798340
	Iteration 40F: 3 clusters Score -1.017852e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -10178524.000000 Penalty: 5408.798340
	Iteration 41Q: 3 clusters Score -1.017852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -10178534.000000 Penalty: 5408.798340
	Iteration 42Q: 3 clusters Score -1.017853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -10178536.000000 Penalty: 5408.798340
	Iteration 43Q: 3 clusters Score -1.017854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 44Q: 3 clusters Score -1.017855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -10178549.000000 Penalty: 5408.798340
	Iteration 45Q: 3 clusters Score -1.017855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -10178542.000000 Penalty: 5408.798340
	Iteration 46Q: 3 clusters Score -1.017854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -10178546.000000 Penalty: 5408.798340
	Iteration 47Q: 3 clusters Score -1.017855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -10178535.000000 Penalty: 5408.798340
	Iteration 48Q: 3 clusters Score -1.017854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -10178547.000000 Penalty: 5408.798340
	Iteration 49Q: 3 clusters Score -1.017855e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -10178539.000000 Penalty: 5408.798340
	Iteration 50Q: 3 clusters Score -1.017854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -10178541.000000 Penalty: 5408.798340
	Iteration 51Q: 3 clusters Score -1.017854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -10178533.000000 Penalty: 5408.798340
	Iteration 52Q: 3 clusters Score -1.017853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -10178526.000000 Penalty: 5408.798340
	Iteration 53Q: 3 clusters Score -1.017853e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -10178527.000000 Penalty: 5408.798340
	Iteration 54Q: 3 clusters Score -1.017853e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -10178530.000000 Penalty: 5408.798340
	Iteration 55Q: 3 clusters Score -1.017853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -10178531.000000 Penalty: 5408.798340
	Iteration 56Q: 3 clusters Score -1.017853e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -10178538.000000 Penalty: 5408.798340
	Iteration 57Q: 3 clusters Score -1.017854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -10178533.000000 Penalty: 5408.798340
	Iteration 58Q: 3 clusters Score -1.017853e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 59Q: 3 clusters Score -1.017854e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -10178549.000000 Penalty: 5408.798340
	Iteration 60F: 3 clusters Score -1.017855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -10178540.000000 Penalty: 5408.798340
	Iteration 61Q: 3 clusters Score -1.017854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -10178550.000000 Penalty: 5408.798340
	Iteration 62Q: 3 clusters Score -1.017855e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -10178542.000000 Penalty: 5408.798340
	Iteration 63Q: 3 clusters Score -1.017854e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -10178541.000000 Penalty: 5408.798340
	Iteration 64Q: 3 clusters Score -1.017854e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41399 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 65Q: 3 clusters Score -1.017854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -10178547.000000 Penalty: 5408.798340
	Iteration 66Q: 3 clusters Score -1.017855e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -10178541.000000 Penalty: 5408.798340
	Iteration 67Q: 3 clusters Score -1.017854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 68Q: 3 clusters Score -1.017854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -10178542.000000 Penalty: 5408.798340
	Iteration 69Q: 3 clusters Score -1.017854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 70Q: 3 clusters Score -1.017854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -10178555.000000 Penalty: 5408.798340
	Iteration 71Q: 3 clusters Score -1.017856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -10178554.000000 Penalty: 5408.798340
	Iteration 72Q: 3 clusters Score -1.017855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -10178553.000000 Penalty: 5408.798340
	Iteration 73Q: 3 clusters Score -1.017855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -10178561.000000 Penalty: 5408.798340
	Iteration 74Q: 3 clusters Score -1.017856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -10178542.000000 Penalty: 5408.798340
	Iteration 75Q: 3 clusters Score -1.017854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -10178555.000000 Penalty: 5408.798340
	Iteration 76Q: 3 clusters Score -1.017856e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -10178549.000000 Penalty: 5408.798340
	Iteration 77Q: 3 clusters Score -1.017855e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -10178559.000000 Penalty: 5408.798340
	Iteration 78Q: 3 clusters Score -1.017856e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -10178570.000000 Penalty: 5408.798340
	Iteration 79Q: 3 clusters Score -1.017857e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -10178565.000000 Penalty: 5408.798340
	Iteration 80F: 3 clusters Score -1.017856e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -10178559.000000 Penalty: 5408.798340
	Iteration 81Q: 3 clusters Score -1.017856e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -10178539.000000 Penalty: 5408.798340
	Iteration 82Q: 3 clusters Score -1.017854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -10178553.000000 Penalty: 5408.798340
	Iteration 83Q: 3 clusters Score -1.017855e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -10178549.000000 Penalty: 5408.798340
	Iteration 84Q: 3 clusters Score -1.017855e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 85Q: 3 clusters Score -1.017855e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -10178557.000000 Penalty: 5408.798340
	Iteration 86Q: 3 clusters Score -1.017856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 87Q: 3 clusters Score -1.017855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -10178556.000000 Penalty: 5408.798340
	Iteration 88Q: 3 clusters Score -1.017856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -10178556.000000 Penalty: 5408.798340
	Iteration 89Q: 3 clusters Score -1.017856e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -10178566.000000 Penalty: 5408.798340
	Iteration 90Q: 3 clusters Score -1.017857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -10178550.000000 Penalty: 5408.798340
	Iteration 91Q: 3 clusters Score -1.017855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -10178553.000000 Penalty: 5408.798340
	Iteration 92Q: 3 clusters Score -1.017855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -10178561.000000 Penalty: 5408.798340
	Iteration 93Q: 3 clusters Score -1.017856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -10178548.000000 Penalty: 5408.798340
	Iteration 94Q: 3 clusters Score -1.017855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -10178552.000000 Penalty: 5408.798340
	Iteration 95Q: 3 clusters Score -1.017855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 96Q: 3 clusters Score -1.017855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -10178556.000000 Penalty: 5408.798340
	Iteration 97Q: 3 clusters Score -1.017856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -10178553.000000 Penalty: 5408.798340
	Iteration 98Q: 3 clusters Score -1.017855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -10178555.000000 Penalty: 5408.798340
	Iteration 99Q: 3 clusters Score -1.017856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -10178547.000000 Penalty: 5408.798340
	Iteration 100F: 3 clusters Score -1.017855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 101Q: 3 clusters Score -1.017854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -10178548.000000 Penalty: 5408.798340
	Iteration 102Q: 3 clusters Score -1.017855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 103Q: 3 clusters Score -1.017855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -10178550.000000 Penalty: 5408.798340
	Iteration 104Q: 3 clusters Score -1.017855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -10178547.000000 Penalty: 5408.798340
	Iteration 105Q: 3 clusters Score -1.017855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -10178560.000000 Penalty: 5408.798340
	Iteration 106Q: 3 clusters Score -1.017856e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -10178557.000000 Penalty: 5408.798340
	Iteration 107Q: 3 clusters Score -1.017856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 108Q: 3 clusters Score -1.017854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -10178542.000000 Penalty: 5408.798340
	Iteration 109Q: 3 clusters Score -1.017854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -10178555.000000 Penalty: 5408.798340
	Iteration 110Q: 3 clusters Score -1.017856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -10178551.000000 Penalty: 5408.798340
	Iteration 111Q: 3 clusters Score -1.017855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -10178544.000000 Penalty: 5408.798340
	Iteration 112Q: 3 clusters Score -1.017854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -10178532.000000 Penalty: 5408.798340
	Iteration 113Q: 3 clusters Score -1.017853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -10178533.000000 Penalty: 5408.798340
	Iteration 114Q: 3 clusters Score -1.017853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -10178537.000000 Penalty: 5408.798340
	Iteration 115Q: 3 clusters Score -1.017854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -10178537.000000 Penalty: 5408.798340
	Iteration 116F: 3 clusters Score -1.017854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 1049 members 
Mstep: Class 21 contains 51767 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 12473 members 
Mstep: Class 31 contains 12606 members 
Entering Unmasked Estep 
Score: -137119664.000000 Penalty: 103966.859375
Splitting cluster 17 changes total score from -137117248.000000 to -137119664.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 18 (4004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Entering Unmasked Estep 
Score: -749137.187500 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -749137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -745233.375000 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -745233.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -746113.312500 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -746113.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -746321.375000 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -746321.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -746451.000000 Penalty: 4114.344238
	Iteration 3F: 3 clusters Score -746451 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -746531.625000 Penalty: 4114.344238
	Iteration 4Q: 3 clusters Score -746531.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -746594.875000 Penalty: 4114.344238
	Iteration 5Q: 3 clusters Score -746594.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -746636.750000 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -746636.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -746665.750000 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -746665.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -746700.437500 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -746700.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -746725.000000 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -746725 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -746747.312500 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -746747.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -746771.187500 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -746771.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -746795.562500 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -746795.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -746815.000000 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -746815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -746836.750000 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -746836.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -746858.000000 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -746858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -746889.187500 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -746889.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -746919.937500 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -746919.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -746946.812500 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -746946.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -746971.812500 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -746971.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -747000.875000 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -747000.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -747033.187500 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -747033.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -747057.312500 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -747057.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -747080.000000 Penalty: 4114.344238
	Iteration 23Q: 3 clusters Score -747080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -747103.375000 Penalty: 4114.344238
	Iteration 24Q: 3 clusters Score -747103.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -747131.875000 Penalty: 4114.344238
	Iteration 25Q: 3 clusters Score -747131.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -747160.687500 Penalty: 4114.344238
	Iteration 26Q: 3 clusters Score -747160.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -747180.625000 Penalty: 4114.344238
	Iteration 27Q: 3 clusters Score -747180.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -747208.000000 Penalty: 4114.344238
	Iteration 28Q: 3 clusters Score -747208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -747228.187500 Penalty: 4114.344238
	Iteration 29Q: 3 clusters Score -747228.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -747243.562500 Penalty: 4114.344238
	Iteration 30Q: 3 clusters Score -747243.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -747257.437500 Penalty: 4114.344238
	Iteration 31Q: 3 clusters Score -747257.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -747266.312500 Penalty: 4114.344238
	Iteration 32Q: 3 clusters Score -747266.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -747275.062500 Penalty: 4114.344238
	Iteration 33Q: 3 clusters Score -747275.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -747283.125000 Penalty: 4114.344238
	Iteration 34Q: 3 clusters Score -747283.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -747289.750000 Penalty: 4114.344238
	Iteration 35Q: 3 clusters Score -747289.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -747293.312500 Penalty: 4114.344238
	Iteration 36Q: 3 clusters Score -747293.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -747298.062500 Penalty: 4114.344238
	Iteration 37Q: 3 clusters Score -747298.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -747302.375000 Penalty: 4114.344238
	Iteration 38Q: 3 clusters Score -747302.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -747305.062500 Penalty: 4114.344238
	Iteration 39Q: 3 clusters Score -747305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -747307.562500 Penalty: 4114.344238
	Iteration 40F: 3 clusters Score -747307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -747307.562500 Penalty: 4114.344238
	Iteration 41Q: 3 clusters Score -747307.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -747308.812500 Penalty: 4114.344238
	Iteration 42Q: 3 clusters Score -747308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -747308.687500 Penalty: 4114.344238
	Iteration 43Q: 3 clusters Score -747308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -747308.187500 Penalty: 4114.344238
	Iteration 44Q: 3 clusters Score -747308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -747308.187500 Penalty: 4114.344238
	Iteration 45F: 3 clusters Score -747308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -54879.847656 Penalty: 1542.212891
	Iteration 0F: 2 clusters Score -54879.85 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 258 members 
Entering Unmasked Estep 
Score: -53484.496094 Penalty: 3084.425781
	Iteration 0F: 3 clusters Score -53484.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53845.367188 Penalty: 3084.425781
	Iteration 1F: 3 clusters Score -53845.37 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53984.105469 Penalty: 3084.425781
	Iteration 2F: 3 clusters Score -53984.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54078.410156 Penalty: 3084.425781
	Iteration 3Q: 3 clusters Score -54078.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54211.921875 Penalty: 3084.425781
	Iteration 4Q: 3 clusters Score -54211.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54264.789062 Penalty: 3084.425781
	Iteration 5Q: 3 clusters Score -54264.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54278.972656 Penalty: 3084.425781
	Iteration 6Q: 3 clusters Score -54278.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54295.632812 Penalty: 3084.425781
	Iteration 7Q: 3 clusters Score -54295.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54305.074219 Penalty: 3084.425781
	Iteration 8Q: 3 clusters Score -54305.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54307.859375 Penalty: 3084.425781
	Iteration 9Q: 3 clusters Score -54307.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54308.898438 Penalty: 3084.425781
	Iteration 10Q: 3 clusters Score -54308.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54311.324219 Penalty: 3084.425781
	Iteration 11Q: 3 clusters Score -54311.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54311.324219 Penalty: 3084.425781
	Iteration 12F: 3 clusters Score -54311.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -182961.390625 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -182961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -181020.796875 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -181020.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -181494.171875 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -181494.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -181807.453125 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -181807.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -181983.890625 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -181983.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182105.531250 Penalty: 3449.973877
	Iteration 4F: 3 clusters Score -182105.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -182198.546875 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -182198.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -182319.406250 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -182319.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -182469.187500 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -182469.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182682.765625 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -182682.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -182948.406250 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -182948.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -183175.687500 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -183175.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -183281.031250 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -183281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -183320.593750 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -183320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -183367.250000 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -183367.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -183390.015625 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -183390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -183406.265625 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -183406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -183406.265625 Penalty: 3449.973877
	Iteration 16F: 3 clusters Score -183406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 51767 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 12473 members 
Mstep: Class 31 contains 12606 members 
Mstep: Class 32 contains 511 members 
Entering Unmasked Estep 
Score: -137118464.000000 Penalty: 107320.632812
Splitting cluster 20 changes total score from -137117248.000000 to -137118464.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (51767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Entering Unmasked Estep 
Score: -9672314.000000 Penalty: 2691.917969
	Iteration 0F: 2 clusters Score -9672314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -9641035.000000 Penalty: 5383.835938
	Iteration 0F: 3 clusters Score -9641035 nChanged 23899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -9654089.000000 Penalty: 5383.835938
	Iteration 1F: 3 clusters Score -9654089 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -9654688.000000 Penalty: 5383.835938
	Iteration 2Q: 3 clusters Score -9654688 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -9655316.000000 Penalty: 5383.835938
	Iteration 3Q: 3 clusters Score -9655316 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -9656252.000000 Penalty: 5383.835938
	Iteration 4Q: 3 clusters Score -9656252 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -9657710.000000 Penalty: 5383.835938
	Iteration 5Q: 3 clusters Score -9657710 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -9659813.000000 Penalty: 5383.835938
	Iteration 6F: 3 clusters Score -9659813 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -9662296.000000 Penalty: 5383.835938
	Iteration 7F: 3 clusters Score -9662296 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -9665073.000000 Penalty: 5383.835938
	Iteration 8F: 3 clusters Score -9665073 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -9667633.000000 Penalty: 5383.835938
	Iteration 9F: 3 clusters Score -9667633 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -9669578.000000 Penalty: 5383.835938
	Iteration 10F: 3 clusters Score -9669578 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -9670751.000000 Penalty: 5383.835938
	Iteration 11Q: 3 clusters Score -9670751 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -9671427.000000 Penalty: 5383.835938
	Iteration 12Q: 3 clusters Score -9671427 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -9671970.000000 Penalty: 5383.835938
	Iteration 13Q: 3 clusters Score -9671970 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9672466.000000 Penalty: 5383.835938
	Iteration 14Q: 3 clusters Score -9672466 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -9672814.000000 Penalty: 5383.835938
	Iteration 15Q: 3 clusters Score -9672814 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9673102.000000 Penalty: 5383.835938
	Iteration 16Q: 3 clusters Score -9673102 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -9673311.000000 Penalty: 5383.835938
	Iteration 17Q: 3 clusters Score -9673311 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -9673457.000000 Penalty: 5383.835938
	Iteration 18Q: 3 clusters Score -9673457 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -9673599.000000 Penalty: 5383.835938
	Iteration 19Q: 3 clusters Score -9673599 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -9673684.000000 Penalty: 5383.835938
	Iteration 20F: 3 clusters Score -9673684 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -9673784.000000 Penalty: 5383.835938
	Iteration 21Q: 3 clusters Score -9673784 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -9673789.000000 Penalty: 5383.835938
	Iteration 22Q: 3 clusters Score -9673789 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -9673844.000000 Penalty: 5383.835938
	Iteration 23Q: 3 clusters Score -9673844 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -9673855.000000 Penalty: 5383.835938
	Iteration 24Q: 3 clusters Score -9673855 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 43844 members 
Entering Unmasked Estep 
Score: -9673797.000000 Penalty: 5383.835938
	Iteration 25Q: 3 clusters Score -9673797 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -9673733.000000 Penalty: 5383.835938
	Iteration 26Q: 3 clusters Score -9673733 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -9673680.000000 Penalty: 5383.835938
	Iteration 27Q: 3 clusters Score -9673680 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -9673581.000000 Penalty: 5383.835938
	Iteration 28Q: 3 clusters Score -9673581 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -9673512.000000 Penalty: 5383.835938
	Iteration 29Q: 3 clusters Score -9673512 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -9673416.000000 Penalty: 5383.835938
	Iteration 30Q: 3 clusters Score -9673416 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -9673302.000000 Penalty: 5383.835938
	Iteration 31Q: 3 clusters Score -9673302 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9673236.000000 Penalty: 5383.835938
	Iteration 32Q: 3 clusters Score -9673236 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -9673157.000000 Penalty: 5383.835938
	Iteration 33Q: 3 clusters Score -9673157 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -9673081.000000 Penalty: 5383.835938
	Iteration 34Q: 3 clusters Score -9673081 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -9673045.000000 Penalty: 5383.835938
	Iteration 35Q: 3 clusters Score -9673045 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -9672969.000000 Penalty: 5383.835938
	Iteration 36Q: 3 clusters Score -9672969 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -9672908.000000 Penalty: 5383.835938
	Iteration 37Q: 3 clusters Score -9672908 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9672901.000000 Penalty: 5383.835938
	Iteration 38Q: 3 clusters Score -9672901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -9672862.000000 Penalty: 5383.835938
	Iteration 39Q: 3 clusters Score -9672862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -9672882.000000 Penalty: 5383.835938
	Iteration 40F: 3 clusters Score -9672882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -9672853.000000 Penalty: 5383.835938
	Iteration 41Q: 3 clusters Score -9672853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -9672869.000000 Penalty: 5383.835938
	Iteration 42Q: 3 clusters Score -9672869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -9672845.000000 Penalty: 5383.835938
	Iteration 43Q: 3 clusters Score -9672845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -9672838.000000 Penalty: 5383.835938
	Iteration 44Q: 3 clusters Score -9672838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -9672816.000000 Penalty: 5383.835938
	Iteration 45Q: 3 clusters Score -9672816 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -9672812.000000 Penalty: 5383.835938
	Iteration 46Q: 3 clusters Score -9672812 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -9672793.000000 Penalty: 5383.835938
	Iteration 47Q: 3 clusters Score -9672793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -9672785.000000 Penalty: 5383.835938
	Iteration 48Q: 3 clusters Score -9672785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -9672758.000000 Penalty: 5383.835938
	Iteration 49Q: 3 clusters Score -9672758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -9672766.000000 Penalty: 5383.835938
	Iteration 50Q: 3 clusters Score -9672766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 48411 members 
Entering Unmasked Estep 
Score: -9672755.000000 Penalty: 5383.835938
	Iteration 51Q: 3 clusters Score -9672755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -9672747.000000 Penalty: 5383.835938
	Iteration 52Q: 3 clusters Score -9672747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -9672745.000000 Penalty: 5383.835938
	Iteration 53Q: 3 clusters Score -9672745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9672750.000000 Penalty: 5383.835938
	Iteration 54Q: 3 clusters Score -9672750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 48450 members 
Entering Unmasked Estep 
Score: -9672752.000000 Penalty: 5383.835938
	Iteration 55Q: 3 clusters Score -9672752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -9672743.000000 Penalty: 5383.835938
	Iteration 56Q: 3 clusters Score -9672743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -9672741.000000 Penalty: 5383.835938
	Iteration 57Q: 3 clusters Score -9672741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9672739.000000 Penalty: 5383.835938
	Iteration 58Q: 3 clusters Score -9672739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -9672736.000000 Penalty: 5383.835938
	Iteration 59Q: 3 clusters Score -9672736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9672735.000000 Penalty: 5383.835938
	Iteration 60F: 3 clusters Score -9672735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9672743.000000 Penalty: 5383.835938
	Iteration 61Q: 3 clusters Score -9672743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9672727.000000 Penalty: 5383.835938
	Iteration 62Q: 3 clusters Score -9672727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9672719.000000 Penalty: 5383.835938
	Iteration 63Q: 3 clusters Score -9672719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -9672718.000000 Penalty: 5383.835938
	Iteration 64Q: 3 clusters Score -9672718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -9672716.000000 Penalty: 5383.835938
	Iteration 65Q: 3 clusters Score -9672716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -9672709.000000 Penalty: 5383.835938
	Iteration 66Q: 3 clusters Score -9672709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -9672712.000000 Penalty: 5383.835938
	Iteration 67Q: 3 clusters Score -9672712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -9672705.000000 Penalty: 5383.835938
	Iteration 68Q: 3 clusters Score -9672705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -9672710.000000 Penalty: 5383.835938
	Iteration 69Q: 3 clusters Score -9672710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9672709.000000 Penalty: 5383.835938
	Iteration 70Q: 3 clusters Score -9672709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9672709.000000 Penalty: 5383.835938
	Iteration 71Q: 3 clusters Score -9672709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -9672709.000000 Penalty: 5383.835938
	Iteration 72F: 3 clusters Score -9672709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Mstep: Class 30 contains 12473 members 
Mstep: Class 31 contains 12606 members 
Mstep: Class 32 contains 511 members 
Mstep: Class 33 contains 48538 members 
Entering Unmasked Estep 
Score: -137118080.000000 Penalty: 110674.398438
Splitting cluster 21 changes total score from -137117248.000000 to -137118080.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (23803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Entering Unmasked Estep 
Score: -4331755.500000 Penalty: 2499.236572
	Iteration 0F: 2 clusters Score -4331756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4315261.000000 Penalty: 4998.473145
	Iteration 0F: 3 clusters Score -4315261 nChanged 10508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -4320785.500000 Penalty: 4998.473145
	Iteration 1F: 3 clusters Score -4320786 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4321152.500000 Penalty: 4998.473145
	Iteration 2Q: 3 clusters Score -4321152 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -4321495.500000 Penalty: 4998.473145
	Iteration 3Q: 3 clusters Score -4321496 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -4321906.000000 Penalty: 4998.473145
	Iteration 4Q: 3 clusters Score -4321906 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -4322324.500000 Penalty: 4998.473145
	Iteration 5Q: 3 clusters Score -4322324 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -4322767.500000 Penalty: 4998.473145
	Iteration 6Q: 3 clusters Score -4322768 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -4323258.000000 Penalty: 4998.473145
	Iteration 7Q: 3 clusters Score -4323258 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -4323867.500000 Penalty: 4998.473145
	Iteration 8F: 3 clusters Score -4323868 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -4324547.500000 Penalty: 4998.473145
	Iteration 9F: 3 clusters Score -4324548 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -4325397.500000 Penalty: 4998.473145
	Iteration 10F: 3 clusters Score -4325398 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -4326363.500000 Penalty: 4998.473145
	Iteration 11F: 3 clusters Score -4326364 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -4327363.500000 Penalty: 4998.473145
	Iteration 12Q: 3 clusters Score -4327364 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -4328257.000000 Penalty: 4998.473145
	Iteration 13Q: 3 clusters Score -4328257 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4328911.000000 Penalty: 4998.473145
	Iteration 14Q: 3 clusters Score -4328911 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -4329366.500000 Penalty: 4998.473145
	Iteration 15Q: 3 clusters Score -4329366 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4329632.000000 Penalty: 4998.473145
	Iteration 16Q: 3 clusters Score -4329632 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4329758.500000 Penalty: 4998.473145
	Iteration 17Q: 3 clusters Score -4329758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4329839.500000 Penalty: 4998.473145
	Iteration 18Q: 3 clusters Score -4329840 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4329892.500000 Penalty: 4998.473145
	Iteration 19Q: 3 clusters Score -4329892 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4329910.000000 Penalty: 4998.473145
	Iteration 20F: 3 clusters Score -4329910 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -4329940.000000 Penalty: 4998.473145
	Iteration 21Q: 3 clusters Score -4329940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4329956.500000 Penalty: 4998.473145
	Iteration 22Q: 3 clusters Score -4329956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4329972.500000 Penalty: 4998.473145
	Iteration 23Q: 3 clusters Score -4329972 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4329984.500000 Penalty: 4998.473145
	Iteration 24Q: 3 clusters Score -4329984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4329996.000000 Penalty: 4998.473145
	Iteration 25Q: 3 clusters Score -4329996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4330005.000000 Penalty: 4998.473145
	Iteration 26Q: 3 clusters Score -4330005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4330020.000000 Penalty: 4998.473145
	Iteration 27Q: 3 clusters Score -4330020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4330023.500000 Penalty: 4998.473145
	Iteration 28Q: 3 clusters Score -4330024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -4330026.000000 Penalty: 4998.473145
	Iteration 29Q: 3 clusters Score -4330026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4330034.500000 Penalty: 4998.473145
	Iteration 30Q: 3 clusters Score -4330034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -4330040.500000 Penalty: 4998.473145
	Iteration 31Q: 3 clusters Score -4330040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -4330047.000000 Penalty: 4998.473145
	Iteration 32Q: 3 clusters Score -4330047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4330058.500000 Penalty: 4998.473145
	Iteration 33Q: 3 clusters Score -4330058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4330051.500000 Penalty: 4998.473145
	Iteration 34Q: 3 clusters Score -4330052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4330055.500000 Penalty: 4998.473145
	Iteration 35Q: 3 clusters Score -4330056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4330057.500000 Penalty: 4998.473145
	Iteration 36Q: 3 clusters Score -4330058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4330065.500000 Penalty: 4998.473145
	Iteration 37Q: 3 clusters Score -4330066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4330064.500000 Penalty: 4998.473145
	Iteration 38Q: 3 clusters Score -4330064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4330070.000000 Penalty: 4998.473145
	Iteration 39Q: 3 clusters Score -4330070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4330076.000000 Penalty: 4998.473145
	Iteration 40F: 3 clusters Score -4330076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4330068.500000 Penalty: 4998.473145
	Iteration 41Q: 3 clusters Score -4330068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4330070.500000 Penalty: 4998.473145
	Iteration 42Q: 3 clusters Score -4330070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4330073.500000 Penalty: 4998.473145
	Iteration 43Q: 3 clusters Score -4330074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4330083.000000 Penalty: 4998.473145
	Iteration 44Q: 3 clusters Score -4330083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4330087.000000 Penalty: 4998.473145
	Iteration 45Q: 3 clusters Score -4330087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4330083.000000 Penalty: 4998.473145
	Iteration 46Q: 3 clusters Score -4330083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4330084.000000 Penalty: 4998.473145
	Iteration 47Q: 3 clusters Score -4330084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4330081.000000 Penalty: 4998.473145
	Iteration 48Q: 3 clusters Score -4330081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4330082.500000 Penalty: 4998.473145
	Iteration 49Q: 3 clusters Score -4330082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -4330080.000000 Penalty: 4998.473145
	Iteration 50Q: 3 clusters Score -4330080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4330081.000000 Penalty: 4998.473145
	Iteration 51Q: 3 clusters Score -4330081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4330079.500000 Penalty: 4998.473145
	Iteration 52Q: 3 clusters Score -4330080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4330077.500000 Penalty: 4998.473145
	Iteration 53Q: 3 clusters Score -4330078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4330075.000000 Penalty: 4998.473145
	Iteration 54Q: 3 clusters Score -4330075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4330076.000000 Penalty: 4998.473145
	Iteration 55Q: 3 clusters Score -4330076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4330076.000000 Penalty: 4998.473145
	Iteration 56F: 3 clusters Score -4330076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Entering Unmasked Estep 
Score: -6828866.000000 Penalty: 2606.916016
	Iteration 0F: 2 clusters Score -6828866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -6804589.000000 Penalty: 5213.832031
	Iteration 0F: 3 clusters Score -6804589 nChanged 16607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -6813442.000000 Penalty: 5213.832031
	Iteration 1F: 3 clusters Score -6813442 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6813834.000000 Penalty: 5213.832031
	Iteration 2Q: 3 clusters Score -6813834 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -6814188.500000 Penalty: 5213.832031
	Iteration 3Q: 3 clusters Score -6814188 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6814537.000000 Penalty: 5213.832031
	Iteration 4Q: 3 clusters Score -6814537 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -6814986.000000 Penalty: 5213.832031
	Iteration 5Q: 3 clusters Score -6814986 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -6815526.500000 Penalty: 5213.832031
	Iteration 6Q: 3 clusters Score -6815526 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -6816228.000000 Penalty: 5213.832031
	Iteration 7Q: 3 clusters Score -6816228 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -6817165.500000 Penalty: 5213.832031
	Iteration 8Q: 3 clusters Score -6817166 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -6818349.500000 Penalty: 5213.832031
	Iteration 9F: 3 clusters Score -6818350 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -6819724.000000 Penalty: 5213.832031
	Iteration 10F: 3 clusters Score -6819724 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -6821152.000000 Penalty: 5213.832031
	Iteration 11F: 3 clusters Score -6821152 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6822477.500000 Penalty: 5213.832031
	Iteration 12F: 3 clusters Score -6822478 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -6823728.000000 Penalty: 5213.832031
	Iteration 13Q: 3 clusters Score -6823728 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6824669.000000 Penalty: 5213.832031
	Iteration 14Q: 3 clusters Score -6824669 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6825344.500000 Penalty: 5213.832031
	Iteration 15Q: 3 clusters Score -6825344 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6825804.500000 Penalty: 5213.832031
	Iteration 16Q: 3 clusters Score -6825804 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6826094.000000 Penalty: 5213.832031
	Iteration 17Q: 3 clusters Score -6826094 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6826251.500000 Penalty: 5213.832031
	Iteration 18Q: 3 clusters Score -6826252 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6826355.000000 Penalty: 5213.832031
	Iteration 19Q: 3 clusters Score -6826355 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6826437.000000 Penalty: 5213.832031
	Iteration 20F: 3 clusters Score -6826437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36297 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6826511.500000 Penalty: 5213.832031
	Iteration 21Q: 3 clusters Score -6826512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -6826540.000000 Penalty: 5213.832031
	Iteration 22Q: 3 clusters Score -6826540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -6826561.500000 Penalty: 5213.832031
	Iteration 23Q: 3 clusters Score -6826562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6826574.500000 Penalty: 5213.832031
	Iteration 24Q: 3 clusters Score -6826574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6826580.000000 Penalty: 5213.832031
	Iteration 25Q: 3 clusters Score -6826580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6826588.000000 Penalty: 5213.832031
	Iteration 26Q: 3 clusters Score -6826588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6826597.000000 Penalty: 5213.832031
	Iteration 27Q: 3 clusters Score -6826597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6826594.000000 Penalty: 5213.832031
	Iteration 28Q: 3 clusters Score -6826594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6826607.000000 Penalty: 5213.832031
	Iteration 29Q: 3 clusters Score -6826607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6826612.500000 Penalty: 5213.832031
	Iteration 30Q: 3 clusters Score -6826612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6826610.000000 Penalty: 5213.832031
	Iteration 31Q: 3 clusters Score -6826610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6826614.000000 Penalty: 5213.832031
	Iteration 32Q: 3 clusters Score -6826614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6826615.500000 Penalty: 5213.832031
	Iteration 33Q: 3 clusters Score -6826616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6826615.500000 Penalty: 5213.832031
	Iteration 34F: 3 clusters Score -6826616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Entering Unmasked Estep 
Score: -682063.312500 Penalty: 2040.057373
	Iteration 0F: 2 clusters Score -682063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -678330.812500 Penalty: 4080.114746
	Iteration 0F: 3 clusters Score -678330.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -679090.500000 Penalty: 4080.114746
	Iteration 1F: 3 clusters Score -679090.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -679263.312500 Penalty: 4080.114746
	Iteration 2F: 3 clusters Score -679263.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -679349.437500 Penalty: 4080.114746
	Iteration 3Q: 3 clusters Score -679349.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -679416.500000 Penalty: 4080.114746
	Iteration 4Q: 3 clusters Score -679416.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -679475.812500 Penalty: 4080.114746
	Iteration 5Q: 3 clusters Score -679475.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -679515.437500 Penalty: 4080.114746
	Iteration 6Q: 3 clusters Score -679515.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -679548.312500 Penalty: 4080.114746
	Iteration 7Q: 3 clusters Score -679548.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -679572.937500 Penalty: 4080.114746
	Iteration 8Q: 3 clusters Score -679572.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -679595.875000 Penalty: 4080.114746
	Iteration 9Q: 3 clusters Score -679595.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -679616.937500 Penalty: 4080.114746
	Iteration 10Q: 3 clusters Score -679616.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -679642.125000 Penalty: 4080.114746
	Iteration 11Q: 3 clusters Score -679642.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -679662.187500 Penalty: 4080.114746
	Iteration 12Q: 3 clusters Score -679662.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -679680.875000 Penalty: 4080.114746
	Iteration 13Q: 3 clusters Score -679680.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -679709.750000 Penalty: 4080.114746
	Iteration 14Q: 3 clusters Score -679709.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -679746.000000 Penalty: 4080.114746
	Iteration 15Q: 3 clusters Score -679746 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -679781.750000 Penalty: 4080.114746
	Iteration 16Q: 3 clusters Score -679781.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -679815.812500 Penalty: 4080.114746
	Iteration 17Q: 3 clusters Score -679815.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -679841.562500 Penalty: 4080.114746
	Iteration 18Q: 3 clusters Score -679841.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -679864.687500 Penalty: 4080.114746
	Iteration 19Q: 3 clusters Score -679864.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -679882.687500 Penalty: 4080.114746
	Iteration 20F: 3 clusters Score -679882.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -679897.750000 Penalty: 4080.114746
	Iteration 21Q: 3 clusters Score -679897.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -679913.562500 Penalty: 4080.114746
	Iteration 22Q: 3 clusters Score -679913.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -679931.312500 Penalty: 4080.114746
	Iteration 23Q: 3 clusters Score -679931.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -679948.625000 Penalty: 4080.114746
	Iteration 24Q: 3 clusters Score -679948.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -679961.812500 Penalty: 4080.114746
	Iteration 25Q: 3 clusters Score -679961.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -679975.000000 Penalty: 4080.114746
	Iteration 26Q: 3 clusters Score -679975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -679987.000000 Penalty: 4080.114746
	Iteration 27Q: 3 clusters Score -679987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -679998.687500 Penalty: 4080.114746
	Iteration 28Q: 3 clusters Score -679998.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -680008.937500 Penalty: 4080.114746
	Iteration 29Q: 3 clusters Score -680008.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -680020.125000 Penalty: 4080.114746
	Iteration 30Q: 3 clusters Score -680020.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -680030.937500 Penalty: 4080.114746
	Iteration 31Q: 3 clusters Score -680030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -680037.625000 Penalty: 4080.114746
	Iteration 32Q: 3 clusters Score -680037.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -680049.375000 Penalty: 4080.114746
	Iteration 33Q: 3 clusters Score -680049.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -680057.187500 Penalty: 4080.114746
	Iteration 34Q: 3 clusters Score -680057.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -680074.562500 Penalty: 4080.114746
	Iteration 35Q: 3 clusters Score -680074.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -680092.187500 Penalty: 4080.114746
	Iteration 36Q: 3 clusters Score -680092.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -680109.750000 Penalty: 4080.114746
	Iteration 37Q: 3 clusters Score -680109.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -680134.750000 Penalty: 4080.114746
	Iteration 38Q: 3 clusters Score -680134.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -680151.250000 Penalty: 4080.114746
	Iteration 39Q: 3 clusters Score -680151.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -680166.500000 Penalty: 4080.114746
	Iteration 40F: 3 clusters Score -680166.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -680183.937500 Penalty: 4080.114746
	Iteration 41Q: 3 clusters Score -680183.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -680197.812500 Penalty: 4080.114746
	Iteration 42Q: 3 clusters Score -680197.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -680213.750000 Penalty: 4080.114746
	Iteration 43Q: 3 clusters Score -680213.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -680225.000000 Penalty: 4080.114746
	Iteration 44Q: 3 clusters Score -680225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -680236.500000 Penalty: 4080.114746
	Iteration 45Q: 3 clusters Score -680236.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -680241.687500 Penalty: 4080.114746
	Iteration 46Q: 3 clusters Score -680241.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -680248.625000 Penalty: 4080.114746
	Iteration 47Q: 3 clusters Score -680248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -680256.000000 Penalty: 4080.114746
	Iteration 48Q: 3 clusters Score -680256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680263.812500 Penalty: 4080.114746
	Iteration 49Q: 3 clusters Score -680263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -680268.812500 Penalty: 4080.114746
	Iteration 50Q: 3 clusters Score -680268.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -680273.500000 Penalty: 4080.114746
	Iteration 51Q: 3 clusters Score -680273.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -680276.875000 Penalty: 4080.114746
	Iteration 52Q: 3 clusters Score -680276.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -680282.000000 Penalty: 4080.114746
	Iteration 53Q: 3 clusters Score -680282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -680289.500000 Penalty: 4080.114746
	Iteration 54Q: 3 clusters Score -680289.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -680291.875000 Penalty: 4080.114746
	Iteration 55Q: 3 clusters Score -680291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -680296.375000 Penalty: 4080.114746
	Iteration 56Q: 3 clusters Score -680296.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -680298.937500 Penalty: 4080.114746
	Iteration 57Q: 3 clusters Score -680298.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -680305.437500 Penalty: 4080.114746
	Iteration 58Q: 3 clusters Score -680305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -680308.562500 Penalty: 4080.114746
	Iteration 59Q: 3 clusters Score -680308.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -680311.375000 Penalty: 4080.114746
	Iteration 60F: 3 clusters Score -680311.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -680316.562500 Penalty: 4080.114746
	Iteration 61Q: 3 clusters Score -680316.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -680320.875000 Penalty: 4080.114746
	Iteration 62Q: 3 clusters Score -680320.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680322.187500 Penalty: 4080.114746
	Iteration 63Q: 3 clusters Score -680322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680322.062500 Penalty: 4080.114746
	Iteration 64Q: 3 clusters Score -680322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680323.875000 Penalty: 4080.114746
	Iteration 65Q: 3 clusters Score -680323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -680324.000000 Penalty: 4080.114746
	Iteration 66Q: 3 clusters Score -680324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -680325.312500 Penalty: 4080.114746
	Iteration 67Q: 3 clusters Score -680325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -680327.937500 Penalty: 4080.114746
	Iteration 68Q: 3 clusters Score -680327.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -680328.250000 Penalty: 4080.114746
	Iteration 69Q: 3 clusters Score -680328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -680328.062500 Penalty: 4080.114746
	Iteration 70Q: 3 clusters Score -680328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -680328.062500 Penalty: 4080.114746
	Iteration 71F: 3 clusters Score -680328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Entering Unmasked Estep 
Score: -19386.953125 Penalty: 1365.322266
	Iteration 0F: 2 clusters Score -19386.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18300.503906 Penalty: 2730.644531
	Iteration 0F: 3 clusters Score -18300.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -18487.101562 Penalty: 2730.644531
	Iteration 1F: 3 clusters Score -18487.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18551.126953 Penalty: 2730.644531
	Iteration 2Q: 3 clusters Score -18551.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -18572.376953 Penalty: 2730.644531
	Iteration 3Q: 3 clusters Score -18572.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -18576.191406 Penalty: 2730.644531
	Iteration 4Q: 3 clusters Score -18576.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18579.908203 Penalty: 2730.644531
	Iteration 5Q: 3 clusters Score -18579.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -18579.908203 Penalty: 2730.644531
	Iteration 6F: 3 clusters Score -18579.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -86238.570312 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -86238.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -84834.750000 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -84834.75 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85070.328125 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -85070.33 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85193.312500 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -85193.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -85272.390625 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -85272.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -85311.125000 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -85311.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85323.671875 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -85323.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85327.554688 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -85327.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -85331.929688 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -85331.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -85340.960938 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -85340.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85354.507812 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -85354.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -85356.507812 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -85356.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85362.367188 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -85362.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -85377.554688 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -85377.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85381.109375 Penalty: 3087.380859
	Iteration 13Q: 3 clusters Score -85381.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85381.812500 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -85381.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -85383.648438 Penalty: 3087.380859
	Iteration 15Q: 3 clusters Score -85383.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85384.617188 Penalty: 3087.380859
	Iteration 16Q: 3 clusters Score -85384.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -85384.617188 Penalty: 3087.380859
	Iteration 17F: 3 clusters Score -85384.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Entering Unmasked Estep 
Score: -8801531.000000 Penalty: 2670.035400
	Iteration 0F: 2 clusters Score -8801531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -8770961.000000 Penalty: 5340.070801
	Iteration 0F: 3 clusters Score -8770961 nChanged 21771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -8783106.000000 Penalty: 5340.070801
	Iteration 1F: 3 clusters Score -8783106 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8783706.000000 Penalty: 5340.070801
	Iteration 2Q: 3 clusters Score -8783706 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -8784456.000000 Penalty: 5340.070801
	Iteration 3Q: 3 clusters Score -8784456 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -8785269.000000 Penalty: 5340.070801
	Iteration 4Q: 3 clusters Score -8785269 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -8786294.000000 Penalty: 5340.070801
	Iteration 5Q: 3 clusters Score -8786294 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -8787531.000000 Penalty: 5340.070801
	Iteration 6Q: 3 clusters Score -8787531 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -8788887.000000 Penalty: 5340.070801
	Iteration 7Q: 3 clusters Score -8788887 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -8790374.000000 Penalty: 5340.070801
	Iteration 8F: 3 clusters Score -8790374 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -8791903.000000 Penalty: 5340.070801
	Iteration 9F: 3 clusters Score -8791903 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -8793173.000000 Penalty: 5340.070801
	Iteration 10Q: 3 clusters Score -8793173 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -8794165.000000 Penalty: 5340.070801
	Iteration 11Q: 3 clusters Score -8794165 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -8794932.000000 Penalty: 5340.070801
	Iteration 12Q: 3 clusters Score -8794932 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -8795448.000000 Penalty: 5340.070801
	Iteration 13Q: 3 clusters Score -8795448 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -8795798.000000 Penalty: 5340.070801
	Iteration 14Q: 3 clusters Score -8795798 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -8796065.000000 Penalty: 5340.070801
	Iteration 15Q: 3 clusters Score -8796065 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -8796361.000000 Penalty: 5340.070801
	Iteration 16Q: 3 clusters Score -8796361 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8796617.000000 Penalty: 5340.070801
	Iteration 17Q: 3 clusters Score -8796617 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8796849.000000 Penalty: 5340.070801
	Iteration 18Q: 3 clusters Score -8796849 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -8797133.000000 Penalty: 5340.070801
	Iteration 19Q: 3 clusters Score -8797133 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8797363.000000 Penalty: 5340.070801
	Iteration 20F: 3 clusters Score -8797363 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -8797625.000000 Penalty: 5340.070801
	Iteration 21Q: 3 clusters Score -8797625 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -8797859.000000 Penalty: 5340.070801
	Iteration 22Q: 3 clusters Score -8797859 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8798076.000000 Penalty: 5340.070801
	Iteration 23Q: 3 clusters Score -8798076 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -8798297.000000 Penalty: 5340.070801
	Iteration 24Q: 3 clusters Score -8798297 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -8798460.000000 Penalty: 5340.070801
	Iteration 25Q: 3 clusters Score -8798460 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -8798640.000000 Penalty: 5340.070801
	Iteration 26Q: 3 clusters Score -8798640 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -8798761.000000 Penalty: 5340.070801
	Iteration 27Q: 3 clusters Score -8798761 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8798893.000000 Penalty: 5340.070801
	Iteration 28Q: 3 clusters Score -8798893 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -8798974.000000 Penalty: 5340.070801
	Iteration 29Q: 3 clusters Score -8798974 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -8799069.000000 Penalty: 5340.070801
	Iteration 30Q: 3 clusters Score -8799069 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8799141.000000 Penalty: 5340.070801
	Iteration 31Q: 3 clusters Score -8799141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8799164.000000 Penalty: 5340.070801
	Iteration 32Q: 3 clusters Score -8799164 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8799204.000000 Penalty: 5340.070801
	Iteration 33Q: 3 clusters Score -8799204 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8799241.000000 Penalty: 5340.070801
	Iteration 34Q: 3 clusters Score -8799241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8799251.000000 Penalty: 5340.070801
	Iteration 35Q: 3 clusters Score -8799251 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8799264.000000 Penalty: 5340.070801
	Iteration 36Q: 3 clusters Score -8799264 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8799306.000000 Penalty: 5340.070801
	Iteration 37Q: 3 clusters Score -8799306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8799321.000000 Penalty: 5340.070801
	Iteration 38Q: 3 clusters Score -8799321 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8799348.000000 Penalty: 5340.070801
	Iteration 39Q: 3 clusters Score -8799348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8799355.000000 Penalty: 5340.070801
	Iteration 40F: 3 clusters Score -8799355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8799344.000000 Penalty: 5340.070801
	Iteration 41Q: 3 clusters Score -8799344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8799376.000000 Penalty: 5340.070801
	Iteration 42Q: 3 clusters Score -8799376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8799381.000000 Penalty: 5340.070801
	Iteration 43Q: 3 clusters Score -8799381 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8799381.000000 Penalty: 5340.070801
	Iteration 44Q: 3 clusters Score -8799381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8799389.000000 Penalty: 5340.070801
	Iteration 45Q: 3 clusters Score -8799389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8799404.000000 Penalty: 5340.070801
	Iteration 46Q: 3 clusters Score -8799404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8799428.000000 Penalty: 5340.070801
	Iteration 47Q: 3 clusters Score -8799428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8799423.000000 Penalty: 5340.070801
	Iteration 48Q: 3 clusters Score -8799423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8799430.000000 Penalty: 5340.070801
	Iteration 49Q: 3 clusters Score -8799430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8799449.000000 Penalty: 5340.070801
	Iteration 50Q: 3 clusters Score -8799449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8799452.000000 Penalty: 5340.070801
	Iteration 51Q: 3 clusters Score -8799452 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8799453.000000 Penalty: 5340.070801
	Iteration 52Q: 3 clusters Score -8799453 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8799463.000000 Penalty: 5340.070801
	Iteration 53Q: 3 clusters Score -8799463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8799470.000000 Penalty: 5340.070801
	Iteration 54Q: 3 clusters Score -8799470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8799478.000000 Penalty: 5340.070801
	Iteration 55Q: 3 clusters Score -8799478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8799489.000000 Penalty: 5340.070801
	Iteration 56Q: 3 clusters Score -8799489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8799477.000000 Penalty: 5340.070801
	Iteration 57Q: 3 clusters Score -8799477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46030 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8799475.000000 Penalty: 5340.070801
	Iteration 58Q: 3 clusters Score -8799475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8799487.000000 Penalty: 5340.070801
	Iteration 59Q: 3 clusters Score -8799487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5340.070801
	Iteration 60F: 3 clusters Score -8799488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8799492.000000 Penalty: 5340.070801
	Iteration 61Q: 3 clusters Score -8799492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8799488.000000 Penalty: 5340.070801
	Iteration 62Q: 3 clusters Score -8799488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8799497.000000 Penalty: 5340.070801
	Iteration 63Q: 3 clusters Score -8799497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8799500.000000 Penalty: 5340.070801
	Iteration 64Q: 3 clusters Score -8799500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46119 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8799504.000000 Penalty: 5340.070801
	Iteration 65Q: 3 clusters Score -8799504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8799508.000000 Penalty: 5340.070801
	Iteration 66Q: 3 clusters Score -8799508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8799498.000000 Penalty: 5340.070801
	Iteration 67Q: 3 clusters Score -8799498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8799501.000000 Penalty: 5340.070801
	Iteration 68Q: 3 clusters Score -8799501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8799503.000000 Penalty: 5340.070801
	Iteration 69Q: 3 clusters Score -8799503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8799499.000000 Penalty: 5340.070801
	Iteration 70Q: 3 clusters Score -8799499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8799506.000000 Penalty: 5340.070801
	Iteration 71Q: 3 clusters Score -8799506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8799509.000000 Penalty: 5340.070801
	Iteration 72Q: 3 clusters Score -8799509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8799509.000000 Penalty: 5340.070801
	Iteration 73F: 3 clusters Score -8799509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Entering Unmasked Estep 
Score: -963766.312500 Penalty: 2121.943115
	Iteration 0F: 2 clusters Score -963766.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -959073.312500 Penalty: 4243.886230
	Iteration 0F: 3 clusters Score -959073.3 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -960246.187500 Penalty: 4243.886230
	Iteration 1F: 3 clusters Score -960246.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -960476.000000 Penalty: 4243.886230
	Iteration 2F: 3 clusters Score -960476 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -960590.500000 Penalty: 4243.886230
	Iteration 3Q: 3 clusters Score -960590.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -960669.625000 Penalty: 4243.886230
	Iteration 4Q: 3 clusters Score -960669.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -960721.250000 Penalty: 4243.886230
	Iteration 5Q: 3 clusters Score -960721.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -960761.375000 Penalty: 4243.886230
	Iteration 6Q: 3 clusters Score -960761.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -960791.812500 Penalty: 4243.886230
	Iteration 7Q: 3 clusters Score -960791.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -960820.687500 Penalty: 4243.886230
	Iteration 8Q: 3 clusters Score -960820.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -960842.312500 Penalty: 4243.886230
	Iteration 9Q: 3 clusters Score -960842.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -960851.500000 Penalty: 4243.886230
	Iteration 10Q: 3 clusters Score -960851.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -960866.375000 Penalty: 4243.886230
	Iteration 11Q: 3 clusters Score -960866.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -960875.750000 Penalty: 4243.886230
	Iteration 12Q: 3 clusters Score -960875.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -960879.437500 Penalty: 4243.886230
	Iteration 13Q: 3 clusters Score -960879.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -960886.312500 Penalty: 4243.886230
	Iteration 14Q: 3 clusters Score -960886.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -960893.500000 Penalty: 4243.886230
	Iteration 15Q: 3 clusters Score -960893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -960899.375000 Penalty: 4243.886230
	Iteration 16Q: 3 clusters Score -960899.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -960905.687500 Penalty: 4243.886230
	Iteration 17Q: 3 clusters Score -960905.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -960913.125000 Penalty: 4243.886230
	Iteration 18Q: 3 clusters Score -960913.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -960916.187500 Penalty: 4243.886230
	Iteration 19Q: 3 clusters Score -960916.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -960924.062500 Penalty: 4243.886230
	Iteration 20F: 3 clusters Score -960924.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -960929.125000 Penalty: 4243.886230
	Iteration 21Q: 3 clusters Score -960929.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -960937.125000 Penalty: 4243.886230
	Iteration 22Q: 3 clusters Score -960937.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -960943.000000 Penalty: 4243.886230
	Iteration 23Q: 3 clusters Score -960943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -960947.000000 Penalty: 4243.886230
	Iteration 24Q: 3 clusters Score -960947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -960955.375000 Penalty: 4243.886230
	Iteration 25Q: 3 clusters Score -960955.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -960967.562500 Penalty: 4243.886230
	Iteration 26Q: 3 clusters Score -960967.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -960976.062500 Penalty: 4243.886230
	Iteration 27Q: 3 clusters Score -960976.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -960991.687500 Penalty: 4243.886230
	Iteration 28Q: 3 clusters Score -960991.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -961005.750000 Penalty: 4243.886230
	Iteration 29Q: 3 clusters Score -961005.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -961024.250000 Penalty: 4243.886230
	Iteration 30Q: 3 clusters Score -961024.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -961040.000000 Penalty: 4243.886230
	Iteration 31Q: 3 clusters Score -961040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -961057.312500 Penalty: 4243.886230
	Iteration 32Q: 3 clusters Score -961057.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -961076.625000 Penalty: 4243.886230
	Iteration 33Q: 3 clusters Score -961076.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -961094.125000 Penalty: 4243.886230
	Iteration 34Q: 3 clusters Score -961094.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -961114.125000 Penalty: 4243.886230
	Iteration 35Q: 3 clusters Score -961114.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -961130.437500 Penalty: 4243.886230
	Iteration 36Q: 3 clusters Score -961130.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -961149.437500 Penalty: 4243.886230
	Iteration 37Q: 3 clusters Score -961149.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -961165.187500 Penalty: 4243.886230
	Iteration 38Q: 3 clusters Score -961165.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -961181.062500 Penalty: 4243.886230
	Iteration 39Q: 3 clusters Score -961181.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -961205.437500 Penalty: 4243.886230
	Iteration 40F: 3 clusters Score -961205.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -961234.187500 Penalty: 4243.886230
	Iteration 41Q: 3 clusters Score -961234.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -961266.562500 Penalty: 4243.886230
	Iteration 42Q: 3 clusters Score -961266.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -961300.687500 Penalty: 4243.886230
	Iteration 43Q: 3 clusters Score -961300.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -961340.187500 Penalty: 4243.886230
	Iteration 44Q: 3 clusters Score -961340.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -961374.500000 Penalty: 4243.886230
	Iteration 45Q: 3 clusters Score -961374.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -961404.687500 Penalty: 4243.886230
	Iteration 46Q: 3 clusters Score -961404.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -961444.812500 Penalty: 4243.886230
	Iteration 47Q: 3 clusters Score -961444.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -961490.000000 Penalty: 4243.886230
	Iteration 48Q: 3 clusters Score -961490 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -961530.125000 Penalty: 4243.886230
	Iteration 49Q: 3 clusters Score -961530.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -961570.750000 Penalty: 4243.886230
	Iteration 50Q: 3 clusters Score -961570.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -961617.687500 Penalty: 4243.886230
	Iteration 51Q: 3 clusters Score -961617.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -961660.625000 Penalty: 4243.886230
	Iteration 52Q: 3 clusters Score -961660.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -961718.312500 Penalty: 4243.886230
	Iteration 53Q: 3 clusters Score -961718.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -961766.562500 Penalty: 4243.886230
	Iteration 54Q: 3 clusters Score -961766.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -961816.812500 Penalty: 4243.886230
	Iteration 55Q: 3 clusters Score -961816.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -961863.687500 Penalty: 4243.886230
	Iteration 56Q: 3 clusters Score -961863.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -961896.937500 Penalty: 4243.886230
	Iteration 57Q: 3 clusters Score -961896.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -961921.000000 Penalty: 4243.886230
	Iteration 58Q: 3 clusters Score -961921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -961941.187500 Penalty: 4243.886230
	Iteration 59Q: 3 clusters Score -961941.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -961956.375000 Penalty: 4243.886230
	Iteration 60F: 3 clusters Score -961956.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -961974.125000 Penalty: 4243.886230
	Iteration 61Q: 3 clusters Score -961974.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -961984.750000 Penalty: 4243.886230
	Iteration 62Q: 3 clusters Score -961984.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -961993.125000 Penalty: 4243.886230
	Iteration 63Q: 3 clusters Score -961993.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -962004.125000 Penalty: 4243.886230
	Iteration 64Q: 3 clusters Score -962004.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -962015.625000 Penalty: 4243.886230
	Iteration 65Q: 3 clusters Score -962015.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -962022.312500 Penalty: 4243.886230
	Iteration 66Q: 3 clusters Score -962022.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -962029.500000 Penalty: 4243.886230
	Iteration 67Q: 3 clusters Score -962029.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -962039.062500 Penalty: 4243.886230
	Iteration 68Q: 3 clusters Score -962039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -962040.812500 Penalty: 4243.886230
	Iteration 69Q: 3 clusters Score -962040.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -962045.875000 Penalty: 4243.886230
	Iteration 70Q: 3 clusters Score -962045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -962047.437500 Penalty: 4243.886230
	Iteration 71Q: 3 clusters Score -962047.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -962052.625000 Penalty: 4243.886230
	Iteration 72Q: 3 clusters Score -962052.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -962056.500000 Penalty: 4243.886230
	Iteration 73Q: 3 clusters Score -962056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -962062.125000 Penalty: 4243.886230
	Iteration 74Q: 3 clusters Score -962062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -962065.812500 Penalty: 4243.886230
	Iteration 75Q: 3 clusters Score -962065.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -962069.937500 Penalty: 4243.886230
	Iteration 76Q: 3 clusters Score -962069.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -962076.062500 Penalty: 4243.886230
	Iteration 77Q: 3 clusters Score -962076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -962077.375000 Penalty: 4243.886230
	Iteration 78Q: 3 clusters Score -962077.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -962078.437500 Penalty: 4243.886230
	Iteration 79Q: 3 clusters Score -962078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -962083.875000 Penalty: 4243.886230
	Iteration 80F: 3 clusters Score -962083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -962084.875000 Penalty: 4243.886230
	Iteration 81Q: 3 clusters Score -962084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -962085.625000 Penalty: 4243.886230
	Iteration 82Q: 3 clusters Score -962085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -962085.500000 Penalty: 4243.886230
	Iteration 83Q: 3 clusters Score -962085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -962087.687500 Penalty: 4243.886230
	Iteration 84Q: 3 clusters Score -962087.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -962089.500000 Penalty: 4243.886230
	Iteration 85Q: 3 clusters Score -962089.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -962095.125000 Penalty: 4243.886230
	Iteration 86Q: 3 clusters Score -962095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -962096.312500 Penalty: 4243.886230
	Iteration 87Q: 3 clusters Score -962096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -962094.812500 Penalty: 4243.886230
	Iteration 88Q: 3 clusters Score -962094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -962098.250000 Penalty: 4243.886230
	Iteration 89Q: 3 clusters Score -962098.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -962099.125000 Penalty: 4243.886230
	Iteration 90Q: 3 clusters Score -962099.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -962099.125000 Penalty: 4243.886230
	Iteration 91F: 3 clusters Score -962099.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -468869.937500 Penalty: 1952.179810
	Iteration 0F: 2 clusters Score -468869.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -465843.968750 Penalty: 3904.359619
	Iteration 0F: 3 clusters Score -465844 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -466569.187500 Penalty: 3904.359619
	Iteration 1F: 3 clusters Score -466569.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -466873.750000 Penalty: 3904.359619
	Iteration 2F: 3 clusters Score -466873.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -467094.968750 Penalty: 3904.359619
	Iteration 3F: 3 clusters Score -467095 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -467254.187500 Penalty: 3904.359619
	Iteration 4F: 3 clusters Score -467254.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -467368.531250 Penalty: 3904.359619
	Iteration 5Q: 3 clusters Score -467368.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -467453.750000 Penalty: 3904.359619
	Iteration 6Q: 3 clusters Score -467453.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -467539.281250 Penalty: 3904.359619
	Iteration 7Q: 3 clusters Score -467539.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -467632.281250 Penalty: 3904.359619
	Iteration 8Q: 3 clusters Score -467632.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -467716.437500 Penalty: 3904.359619
	Iteration 9Q: 3 clusters Score -467716.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -467776.781250 Penalty: 3904.359619
	Iteration 10Q: 3 clusters Score -467776.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -467826.687500 Penalty: 3904.359619
	Iteration 11Q: 3 clusters Score -467826.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -467860.718750 Penalty: 3904.359619
	Iteration 12Q: 3 clusters Score -467860.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -467884.906250 Penalty: 3904.359619
	Iteration 13Q: 3 clusters Score -467884.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -467893.750000 Penalty: 3904.359619
	Iteration 14Q: 3 clusters Score -467893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -467899.093750 Penalty: 3904.359619
	Iteration 15Q: 3 clusters Score -467899.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -467904.656250 Penalty: 3904.359619
	Iteration 16Q: 3 clusters Score -467904.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -467904.468750 Penalty: 3904.359619
	Iteration 17Q: 3 clusters Score -467904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -467905.343750 Penalty: 3904.359619
	Iteration 18Q: 3 clusters Score -467905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -467905.343750 Penalty: 3904.359619
	Iteration 19F: 3 clusters Score -467905.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 47200 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53614 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 52045 members 
Mstep: Class 8 contains 52663 members 
Mstep: Class 9 contains 33482 members 
Mstep: Class 10 contains 49846 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27821 members 
Mstep: Class 14 contains 50542 members 
Mstep: Class 15 contains 45840 members 
Mstep: Class 16 contains 50427 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 538 members 
Mstep: Class 21 contains 3229 members 
Mstep: Class 22 contains 23803 members 
Mstep: Class 23 contains 36745 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 2622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137121248.000000 Penalty: 110674.398438
Iteration 319Q: 34 clusters Score -1.371212e+08 nChanged 11116
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 46986 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 53316 members 
Mstep: Class 6 contains 27464 members 
Mstep: Class 7 contains 51875 members 
Mstep: Class 8 contains 52800 members 
Mstep: Class 9 contains 33480 members 
Mstep: Class 10 contains 49767 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1516 members 
Mstep: Class 13 contains 27454 members 
Mstep: Class 14 contains 50916 members 
Mstep: Class 15 contains 45361 members 
Mstep: Class 16 contains 50157 members 
Mstep: Class 17 contains 44797 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 3264 members 
Mstep: Class 22 contains 23825 members 
Mstep: Class 23 contains 36728 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 47395 members 
Mstep: Class 28 contains 5197 members 
Mstep: Class 29 contains 2614 members 
Mstep: Class 30 contains 12102 members 
Mstep: Class 31 contains 12138 members 
Mstep: Class 32 contains 509 members 
Mstep: Class 33 contains 47613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137123968.000000 Penalty: 110674.398438
Iteration 320F: 34 clusters Score -1.37124e+08 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 46523 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52997 members 
Mstep: Class 6 contains 27352 members 
Mstep: Class 7 contains 51522 members 
Mstep: Class 8 contains 52769 members 
Mstep: Class 9 contains 33204 members 
Mstep: Class 10 contains 49646 members 
Mstep: Class 11 contains 2464 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 27043 members 
Mstep: Class 14 contains 50558 members 
Mstep: Class 15 contains 44731 members 
Mstep: Class 16 contains 49954 members 
Mstep: Class 17 contains 47173 members 
Mstep: Class 18 contains 4042 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 537 members 
Mstep: Class 21 contains 3260 members 
Mstep: Class 22 contains 23769 members 
Mstep: Class 23 contains 36349 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 504 members 
Mstep: Class 27 contains 46992 members 
Mstep: Class 28 contains 5182 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 13093 members 
Mstep: Class 31 contains 12597 members 
Mstep: Class 32 contains 510 members 
Mstep: Class 33 contains 48013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137126128.000000 Penalty: 110674.398438
Iteration 321Q: 34 clusters Score -1.371261e+08 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 46212 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52683 members 
Mstep: Class 6 contains 27247 members 
Mstep: Class 7 contains 51241 members 
Mstep: Class 8 contains 52756 members 
Mstep: Class 9 contains 32891 members 
Mstep: Class 10 contains 49575 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 26638 members 
Mstep: Class 14 contains 50449 members 
Mstep: Class 15 contains 44394 members 
Mstep: Class 16 contains 49876 members 
Mstep: Class 17 contains 49337 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 540 members 
Mstep: Class 21 contains 3263 members 
Mstep: Class 22 contains 23745 members 
Mstep: Class 23 contains 35892 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 46677 members 
Mstep: Class 28 contains 5179 members 
Mstep: Class 29 contains 2595 members 
Mstep: Class 30 contains 13499 members 
Mstep: Class 31 contains 12963 members 
Mstep: Class 32 contains 507 members 
Mstep: Class 33 contains 48252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137127504.000000 Penalty: 110674.398438
Iteration 322Q: 34 clusters Score -1.371275e+08 nChanged 7266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 45977 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 684 members 
Mstep: Class 5 contains 52460 members 
Mstep: Class 6 contains 27180 members 
Mstep: Class 7 contains 50899 members 
Mstep: Class 8 contains 52713 members 
Mstep: Class 9 contains 32594 members 
Mstep: Class 10 contains 49516 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 26269 members 
Mstep: Class 14 contains 50353 members 
Mstep: Class 15 contains 44299 members 
Mstep: Class 16 contains 49995 members 
Mstep: Class 17 contains 51052 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 3265 members 
Mstep: Class 22 contains 23742 members 
Mstep: Class 23 contains 35476 members 
Mstep: Class 24 contains 3743 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 46368 members 
Mstep: Class 28 contains 5167 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 13779 members 
Mstep: Class 31 contains 13311 members 
Mstep: Class 32 contains 502 members 
Mstep: Class 33 contains 48386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128112.000000 Penalty: 110674.398438
Iteration 323Q: 34 clusters Score -1.371281e+08 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 45794 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52503 members 
Mstep: Class 6 contains 27125 members 
Mstep: Class 7 contains 50815 members 
Mstep: Class 8 contains 52668 members 
Mstep: Class 9 contains 32296 members 
Mstep: Class 10 contains 49458 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 25930 members 
Mstep: Class 14 contains 50248 members 
Mstep: Class 15 contains 44242 members 
Mstep: Class 16 contains 50238 members 
Mstep: Class 17 contains 52020 members 
Mstep: Class 18 contains 4018 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 23730 members 
Mstep: Class 23 contains 35046 members 
Mstep: Class 24 contains 3742 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 46130 members 
Mstep: Class 28 contains 5160 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 14074 members 
Mstep: Class 31 contains 13520 members 
Mstep: Class 32 contains 499 members 
Mstep: Class 33 contains 48557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128512.000000 Penalty: 110674.398438
Iteration 324Q: 34 clusters Score -1.371285e+08 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 45697 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52581 members 
Mstep: Class 6 contains 27080 members 
Mstep: Class 7 contains 50746 members 
Mstep: Class 8 contains 52500 members 
Mstep: Class 9 contains 32021 members 
Mstep: Class 10 contains 49396 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 25622 members 
Mstep: Class 14 contains 50146 members 
Mstep: Class 15 contains 44255 members 
Mstep: Class 16 contains 50565 members 
Mstep: Class 17 contains 52662 members 
Mstep: Class 18 contains 4025 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 23702 members 
Mstep: Class 23 contains 34648 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 505 members 
Mstep: Class 27 contains 45919 members 
Mstep: Class 28 contains 5148 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 14417 members 
Mstep: Class 31 contains 13689 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128656.000000 Penalty: 110674.398438
Iteration 325Q: 34 clusters Score -1.371287e+08 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 45598 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52575 members 
Mstep: Class 6 contains 27033 members 
Mstep: Class 7 contains 50629 members 
Mstep: Class 8 contains 52349 members 
Mstep: Class 9 contains 31752 members 
Mstep: Class 10 contains 49357 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 25325 members 
Mstep: Class 14 contains 50052 members 
Mstep: Class 15 contains 44291 members 
Mstep: Class 16 contains 50965 members 
Mstep: Class 17 contains 53232 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 23681 members 
Mstep: Class 23 contains 34273 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45765 members 
Mstep: Class 28 contains 5141 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 14751 members 
Mstep: Class 31 contains 13850 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128624.000000 Penalty: 110674.398438
Iteration 326Q: 34 clusters Score -1.371286e+08 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 45518 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52494 members 
Mstep: Class 6 contains 26963 members 
Mstep: Class 7 contains 50538 members 
Mstep: Class 8 contains 52176 members 
Mstep: Class 9 contains 31468 members 
Mstep: Class 10 contains 49324 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 25085 members 
Mstep: Class 14 contains 49944 members 
Mstep: Class 15 contains 44318 members 
Mstep: Class 16 contains 51352 members 
Mstep: Class 17 contains 53820 members 
Mstep: Class 18 contains 4031 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 23655 members 
Mstep: Class 23 contains 33944 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45611 members 
Mstep: Class 28 contains 5129 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 15140 members 
Mstep: Class 31 contains 14043 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137128768.000000 Penalty: 110674.398438
Iteration 327Q: 34 clusters Score -1.371288e+08 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 45368 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52384 members 
Mstep: Class 6 contains 26914 members 
Mstep: Class 7 contains 50463 members 
Mstep: Class 8 contains 51938 members 
Mstep: Class 9 contains 31204 members 
Mstep: Class 10 contains 49317 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24849 members 
Mstep: Class 14 contains 49841 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 51731 members 
Mstep: Class 17 contains 54354 members 
Mstep: Class 18 contains 4037 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3316 members 
Mstep: Class 22 contains 23634 members 
Mstep: Class 23 contains 33611 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45512 members 
Mstep: Class 28 contains 5125 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 15632 members 
Mstep: Class 31 contains 14212 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129200.000000 Penalty: 110674.398438
Iteration 328Q: 34 clusters Score -1.371292e+08 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 45207 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52197 members 
Mstep: Class 6 contains 26865 members 
Mstep: Class 7 contains 50361 members 
Mstep: Class 8 contains 51704 members 
Mstep: Class 9 contains 30951 members 
Mstep: Class 10 contains 49262 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24665 members 
Mstep: Class 14 contains 49702 members 
Mstep: Class 15 contains 44367 members 
Mstep: Class 16 contains 52083 members 
Mstep: Class 17 contains 54901 members 
Mstep: Class 18 contains 4041 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3331 members 
Mstep: Class 22 contains 23589 members 
Mstep: Class 23 contains 33291 members 
Mstep: Class 24 contains 3726 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45441 members 
Mstep: Class 28 contains 5118 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 16154 members 
Mstep: Class 31 contains 14463 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129920.000000 Penalty: 110674.398438
Iteration 329Q: 34 clusters Score -1.371299e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 45012 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52024 members 
Mstep: Class 6 contains 26799 members 
Mstep: Class 7 contains 50214 members 
Mstep: Class 8 contains 51451 members 
Mstep: Class 9 contains 30663 members 
Mstep: Class 10 contains 49231 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24521 members 
Mstep: Class 14 contains 49484 members 
Mstep: Class 15 contains 44431 members 
Mstep: Class 16 contains 52451 members 
Mstep: Class 17 contains 55492 members 
Mstep: Class 18 contains 4044 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3348 members 
Mstep: Class 22 contains 23539 members 
Mstep: Class 23 contains 32981 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45400 members 
Mstep: Class 28 contains 5105 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 16731 members 
Mstep: Class 31 contains 14738 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137129744.000000 Penalty: 110674.398438
Iteration 330Q: 34 clusters Score -1.371297e+08 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 44809 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51861 members 
Mstep: Class 6 contains 26733 members 
Mstep: Class 7 contains 50133 members 
Mstep: Class 8 contains 51171 members 
Mstep: Class 9 contains 30385 members 
Mstep: Class 10 contains 49219 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24400 members 
Mstep: Class 14 contains 49238 members 
Mstep: Class 15 contains 44478 members 
Mstep: Class 16 contains 52851 members 
Mstep: Class 17 contains 55886 members 
Mstep: Class 18 contains 4041 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3362 members 
Mstep: Class 22 contains 23499 members 
Mstep: Class 23 contains 32651 members 
Mstep: Class 24 contains 3719 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45369 members 
Mstep: Class 28 contains 5098 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 17395 members 
Mstep: Class 31 contains 15057 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130176.000000 Penalty: 110674.398438
Iteration 331Q: 34 clusters Score -1.371302e+08 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 44627 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51717 members 
Mstep: Class 6 contains 26641 members 
Mstep: Class 7 contains 50130 members 
Mstep: Class 8 contains 50966 members 
Mstep: Class 9 contains 30064 members 
Mstep: Class 10 contains 49208 members 
Mstep: Class 11 contains 2458 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24304 members 
Mstep: Class 14 contains 48935 members 
Mstep: Class 15 contains 44487 members 
Mstep: Class 16 contains 53245 members 
Mstep: Class 17 contains 56194 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3375 members 
Mstep: Class 22 contains 23476 members 
Mstep: Class 23 contains 32339 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45361 members 
Mstep: Class 28 contains 5088 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 18056 members 
Mstep: Class 31 contains 15380 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130272.000000 Penalty: 110674.398438
Iteration 332Q: 34 clusters Score -1.371303e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 44448 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51596 members 
Mstep: Class 6 contains 26571 members 
Mstep: Class 7 contains 50141 members 
Mstep: Class 8 contains 50707 members 
Mstep: Class 9 contains 29787 members 
Mstep: Class 10 contains 49210 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24215 members 
Mstep: Class 14 contains 48560 members 
Mstep: Class 15 contains 44475 members 
Mstep: Class 16 contains 53608 members 
Mstep: Class 17 contains 56441 members 
Mstep: Class 18 contains 4048 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3393 members 
Mstep: Class 22 contains 23448 members 
Mstep: Class 23 contains 32071 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45349 members 
Mstep: Class 28 contains 5079 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 18809 members 
Mstep: Class 31 contains 15683 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130688.000000 Penalty: 110674.398438
Iteration 333Q: 34 clusters Score -1.371307e+08 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 44275 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51467 members 
Mstep: Class 6 contains 26515 members 
Mstep: Class 7 contains 50135 members 
Mstep: Class 8 contains 50360 members 
Mstep: Class 9 contains 29500 members 
Mstep: Class 10 contains 49202 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24139 members 
Mstep: Class 14 contains 48177 members 
Mstep: Class 15 contains 44477 members 
Mstep: Class 16 contains 53994 members 
Mstep: Class 17 contains 56573 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3408 members 
Mstep: Class 22 contains 23425 members 
Mstep: Class 23 contains 31800 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45372 members 
Mstep: Class 28 contains 5065 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 19656 members 
Mstep: Class 31 contains 16013 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137130848.000000 Penalty: 110674.398438
Iteration 334Q: 34 clusters Score -1.371308e+08 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 44098 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51401 members 
Mstep: Class 6 contains 26456 members 
Mstep: Class 7 contains 50131 members 
Mstep: Class 8 contains 50016 members 
Mstep: Class 9 contains 29180 members 
Mstep: Class 10 contains 49177 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 24066 members 
Mstep: Class 14 contains 47827 members 
Mstep: Class 15 contains 44482 members 
Mstep: Class 16 contains 54314 members 
Mstep: Class 17 contains 56659 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 23404 members 
Mstep: Class 23 contains 31521 members 
Mstep: Class 24 contains 3711 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45417 members 
Mstep: Class 28 contains 5041 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 20580 members 
Mstep: Class 31 contains 16321 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131472.000000 Penalty: 110674.398438
Iteration 335Q: 34 clusters Score -1.371315e+08 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 43951 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51347 members 
Mstep: Class 6 contains 26407 members 
Mstep: Class 7 contains 50156 members 
Mstep: Class 8 contains 49657 members 
Mstep: Class 9 contains 28835 members 
Mstep: Class 10 contains 49121 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23989 members 
Mstep: Class 14 contains 47402 members 
Mstep: Class 15 contains 44486 members 
Mstep: Class 16 contains 54643 members 
Mstep: Class 17 contains 56682 members 
Mstep: Class 18 contains 4046 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3441 members 
Mstep: Class 22 contains 23355 members 
Mstep: Class 23 contains 31229 members 
Mstep: Class 24 contains 3711 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45494 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 21586 members 
Mstep: Class 31 contains 16664 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131328.000000 Penalty: 110674.398438
Iteration 336Q: 34 clusters Score -1.371313e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 43806 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51355 members 
Mstep: Class 6 contains 26369 members 
Mstep: Class 7 contains 50184 members 
Mstep: Class 8 contains 49237 members 
Mstep: Class 9 contains 28536 members 
Mstep: Class 10 contains 49109 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23914 members 
Mstep: Class 14 contains 46908 members 
Mstep: Class 15 contains 44468 members 
Mstep: Class 16 contains 54910 members 
Mstep: Class 17 contains 56635 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3462 members 
Mstep: Class 22 contains 23331 members 
Mstep: Class 23 contains 30938 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45595 members 
Mstep: Class 28 contains 4985 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 22703 members 
Mstep: Class 31 contains 17000 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137131392.000000 Penalty: 110674.398438
Iteration 337Q: 34 clusters Score -1.371314e+08 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 43660 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51401 members 
Mstep: Class 6 contains 26331 members 
Mstep: Class 7 contains 50129 members 
Mstep: Class 8 contains 48785 members 
Mstep: Class 9 contains 28272 members 
Mstep: Class 10 contains 49080 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23856 members 
Mstep: Class 14 contains 46349 members 
Mstep: Class 15 contains 44444 members 
Mstep: Class 16 contains 55165 members 
Mstep: Class 17 contains 56573 members 
Mstep: Class 18 contains 4053 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3480 members 
Mstep: Class 22 contains 23328 members 
Mstep: Class 23 contains 30687 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45647 members 
Mstep: Class 28 contains 4960 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 23914 members 
Mstep: Class 31 contains 17345 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137132160.000000 Penalty: 110674.398438
Iteration 338Q: 34 clusters Score -1.371322e+08 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 43518 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51397 members 
Mstep: Class 6 contains 26292 members 
Mstep: Class 7 contains 50115 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 9 contains 27985 members 
Mstep: Class 10 contains 49053 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23822 members 
Mstep: Class 14 contains 45727 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 55407 members 
Mstep: Class 17 contains 56581 members 
Mstep: Class 18 contains 4061 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3492 members 
Mstep: Class 22 contains 23320 members 
Mstep: Class 23 contains 30414 members 
Mstep: Class 24 contains 3712 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45673 members 
Mstep: Class 28 contains 4938 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 25199 members 
Mstep: Class 31 contains 17675 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133360.000000 Penalty: 110674.398438
Iteration 339Q: 34 clusters Score -1.371334e+08 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 43389 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51486 members 
Mstep: Class 6 contains 26250 members 
Mstep: Class 7 contains 50093 members 
Mstep: Class 8 contains 47967 members 
Mstep: Class 9 contains 27705 members 
Mstep: Class 10 contains 49017 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23783 members 
Mstep: Class 14 contains 45030 members 
Mstep: Class 15 contains 44445 members 
Mstep: Class 16 contains 55649 members 
Mstep: Class 17 contains 56534 members 
Mstep: Class 18 contains 4068 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 23308 members 
Mstep: Class 23 contains 30172 members 
Mstep: Class 24 contains 3710 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45687 members 
Mstep: Class 28 contains 4913 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 26421 members 
Mstep: Class 31 contains 17970 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137133648.000000 Penalty: 110674.398438
Iteration 340F: 34 clusters Score -1.371336e+08 nChanged 5612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 43388 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51614 members 
Mstep: Class 6 contains 26214 members 
Mstep: Class 7 contains 50074 members 
Mstep: Class 8 contains 47527 members 
Mstep: Class 9 contains 27442 members 
Mstep: Class 10 contains 48995 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23770 members 
Mstep: Class 14 contains 44001 members 
Mstep: Class 15 contains 44442 members 
Mstep: Class 16 contains 55903 members 
Mstep: Class 17 contains 56475 members 
Mstep: Class 18 contains 4075 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 23290 members 
Mstep: Class 23 contains 29985 members 
Mstep: Class 24 contains 3704 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45679 members 
Mstep: Class 28 contains 4891 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 27885 members 
Mstep: Class 31 contains 18232 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134160.000000 Penalty: 110674.398438
Iteration 341Q: 34 clusters Score -1.371342e+08 nChanged 5535
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 43415 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51739 members 
Mstep: Class 6 contains 26187 members 
Mstep: Class 7 contains 50068 members 
Mstep: Class 8 contains 47170 members 
Mstep: Class 9 contains 27217 members 
Mstep: Class 10 contains 48964 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23758 members 
Mstep: Class 14 contains 43004 members 
Mstep: Class 15 contains 44415 members 
Mstep: Class 16 contains 56025 members 
Mstep: Class 17 contains 56421 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3539 members 
Mstep: Class 22 contains 23281 members 
Mstep: Class 23 contains 29780 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 506 members 
Mstep: Class 27 contains 45661 members 
Mstep: Class 28 contains 4880 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 29336 members 
Mstep: Class 31 contains 18494 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134144.000000 Penalty: 110674.398438
Iteration 342Q: 34 clusters Score -1.371341e+08 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 43450 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51883 members 
Mstep: Class 6 contains 26174 members 
Mstep: Class 7 contains 49994 members 
Mstep: Class 8 contains 46906 members 
Mstep: Class 9 contains 27011 members 
Mstep: Class 10 contains 48950 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23742 members 
Mstep: Class 14 contains 41779 members 
Mstep: Class 15 contains 44355 members 
Mstep: Class 16 contains 56210 members 
Mstep: Class 17 contains 56314 members 
Mstep: Class 18 contains 4076 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3555 members 
Mstep: Class 22 contains 23265 members 
Mstep: Class 23 contains 29550 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45644 members 
Mstep: Class 28 contains 4872 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 30936 members 
Mstep: Class 31 contains 18792 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134416.000000 Penalty: 110674.398438
Iteration 343Q: 34 clusters Score -1.371344e+08 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 43544 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51957 members 
Mstep: Class 6 contains 26153 members 
Mstep: Class 7 contains 49902 members 
Mstep: Class 8 contains 46650 members 
Mstep: Class 9 contains 26812 members 
Mstep: Class 10 contains 48954 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23738 members 
Mstep: Class 14 contains 40401 members 
Mstep: Class 15 contains 44285 members 
Mstep: Class 16 contains 56362 members 
Mstep: Class 17 contains 56214 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3575 members 
Mstep: Class 22 contains 23270 members 
Mstep: Class 23 contains 29358 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45641 members 
Mstep: Class 28 contains 4863 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 32604 members 
Mstep: Class 31 contains 19114 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137134800.000000 Penalty: 110674.398438
Iteration 344Q: 34 clusters Score -1.371348e+08 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 43660 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51996 members 
Mstep: Class 6 contains 26123 members 
Mstep: Class 7 contains 49770 members 
Mstep: Class 8 contains 46536 members 
Mstep: Class 9 contains 26596 members 
Mstep: Class 10 contains 48945 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23706 members 
Mstep: Class 14 contains 39047 members 
Mstep: Class 15 contains 44197 members 
Mstep: Class 16 contains 56443 members 
Mstep: Class 17 contains 56162 members 
Mstep: Class 18 contains 4088 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3596 members 
Mstep: Class 22 contains 23274 members 
Mstep: Class 23 contains 29145 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45606 members 
Mstep: Class 28 contains 4854 members 
Mstep: Class 29 contains 2566 members 
Mstep: Class 30 contains 34271 members 
Mstep: Class 31 contains 19487 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135296.000000 Penalty: 110674.398438
Iteration 345Q: 34 clusters Score -1.371353e+08 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 43733 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52023 members 
Mstep: Class 6 contains 26107 members 
Mstep: Class 7 contains 49682 members 
Mstep: Class 8 contains 46474 members 
Mstep: Class 9 contains 26428 members 
Mstep: Class 10 contains 48907 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23686 members 
Mstep: Class 14 contains 37713 members 
Mstep: Class 15 contains 44128 members 
Mstep: Class 16 contains 56449 members 
Mstep: Class 17 contains 56080 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3618 members 
Mstep: Class 22 contains 23267 members 
Mstep: Class 23 contains 28945 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 45542 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 35957 members 
Mstep: Class 31 contains 19894 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135984.000000 Penalty: 110674.398438
Iteration 346Q: 34 clusters Score -1.37136e+08 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 43787 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 52022 members 
Mstep: Class 6 contains 26088 members 
Mstep: Class 7 contains 49618 members 
Mstep: Class 8 contains 46461 members 
Mstep: Class 9 contains 26225 members 
Mstep: Class 10 contains 48891 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23674 members 
Mstep: Class 14 contains 36412 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 56398 members 
Mstep: Class 17 contains 55961 members 
Mstep: Class 18 contains 4083 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 23248 members 
Mstep: Class 23 contains 28763 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45498 members 
Mstep: Class 28 contains 4835 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 37624 members 
Mstep: Class 31 contains 20344 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136256.000000 Penalty: 110674.398438
Iteration 347Q: 34 clusters Score -1.371363e+08 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 43830 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51996 members 
Mstep: Class 6 contains 26071 members 
Mstep: Class 7 contains 49579 members 
Mstep: Class 8 contains 46506 members 
Mstep: Class 9 contains 26012 members 
Mstep: Class 10 contains 48849 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23660 members 
Mstep: Class 14 contains 35161 members 
Mstep: Class 15 contains 43978 members 
Mstep: Class 16 contains 56279 members 
Mstep: Class 17 contains 55909 members 
Mstep: Class 18 contains 4080 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 23234 members 
Mstep: Class 23 contains 28583 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45432 members 
Mstep: Class 28 contains 4831 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 39230 members 
Mstep: Class 31 contains 20780 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136512.000000 Penalty: 110674.398438
Iteration 348Q: 34 clusters Score -1.371365e+08 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 43849 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51973 members 
Mstep: Class 6 contains 26049 members 
Mstep: Class 7 contains 49531 members 
Mstep: Class 8 contains 46544 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 48825 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23645 members 
Mstep: Class 14 contains 33957 members 
Mstep: Class 15 contains 43909 members 
Mstep: Class 16 contains 56237 members 
Mstep: Class 17 contains 55819 members 
Mstep: Class 18 contains 4082 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3651 members 
Mstep: Class 22 contains 23230 members 
Mstep: Class 23 contains 28436 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45350 members 
Mstep: Class 28 contains 4820 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 40743 members 
Mstep: Class 31 contains 21249 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136336.000000 Penalty: 110674.398438
Iteration 349Q: 34 clusters Score -1.371363e+08 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 43879 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51966 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 49461 members 
Mstep: Class 8 contains 46587 members 
Mstep: Class 9 contains 25639 members 
Mstep: Class 10 contains 48793 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23644 members 
Mstep: Class 14 contains 32854 members 
Mstep: Class 15 contains 43855 members 
Mstep: Class 16 contains 56289 members 
Mstep: Class 17 contains 55648 members 
Mstep: Class 18 contains 4078 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 23226 members 
Mstep: Class 23 contains 28263 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45262 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 2568 members 
Mstep: Class 30 contains 42060 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136528.000000 Penalty: 110674.398438
Iteration 350Q: 34 clusters Score -1.371365e+08 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 43907 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51944 members 
Mstep: Class 6 contains 26021 members 
Mstep: Class 7 contains 49394 members 
Mstep: Class 8 contains 46691 members 
Mstep: Class 9 contains 25421 members 
Mstep: Class 10 contains 48791 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23636 members 
Mstep: Class 14 contains 32033 members 
Mstep: Class 15 contains 43806 members 
Mstep: Class 16 contains 56355 members 
Mstep: Class 17 contains 55510 members 
Mstep: Class 18 contains 4086 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 23212 members 
Mstep: Class 23 contains 28085 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 45173 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 43045 members 
Mstep: Class 31 contains 22279 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136448.000000 Penalty: 110674.398438
Iteration 351Q: 34 clusters Score -1.371364e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 43979 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51938 members 
Mstep: Class 6 contains 26008 members 
Mstep: Class 7 contains 49337 members 
Mstep: Class 8 contains 46783 members 
Mstep: Class 9 contains 25206 members 
Mstep: Class 10 contains 48767 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23624 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 43792 members 
Mstep: Class 16 contains 56504 members 
Mstep: Class 17 contains 55357 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3679 members 
Mstep: Class 22 contains 23214 members 
Mstep: Class 23 contains 27911 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 45087 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 43591 members 
Mstep: Class 31 contains 22803 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 49083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135776.000000 Penalty: 110674.398438
Iteration 352Q: 34 clusters Score -1.371358e+08 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 44037 members 
Mstep: Class 3 contains 558 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51930 members 
Mstep: Class 6 contains 26009 members 
Mstep: Class 7 contains 49240 members 
Mstep: Class 8 contains 46806 members 
Mstep: Class 9 contains 25000 members 
Mstep: Class 10 contains 48763 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23600 members 
Mstep: Class 14 contains 31214 members 
Mstep: Class 15 contains 43756 members 
Mstep: Class 16 contains 56694 members 
Mstep: Class 17 contains 55246 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 23209 members 
Mstep: Class 23 contains 27766 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 508 members 
Mstep: Class 27 contains 45022 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 43817 members 
Mstep: Class 31 contains 23368 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135744.000000 Penalty: 110674.398438
Iteration 353Q: 34 clusters Score -1.371357e+08 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 44072 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51888 members 
Mstep: Class 6 contains 25992 members 
Mstep: Class 7 contains 49170 members 
Mstep: Class 8 contains 46859 members 
Mstep: Class 9 contains 24787 members 
Mstep: Class 10 contains 48743 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23571 members 
Mstep: Class 14 contains 31100 members 
Mstep: Class 15 contains 43726 members 
Mstep: Class 16 contains 56870 members 
Mstep: Class 17 contains 55140 members 
Mstep: Class 18 contains 4144 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3686 members 
Mstep: Class 22 contains 23207 members 
Mstep: Class 23 contains 27612 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 44997 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 43854 members 
Mstep: Class 31 contains 23961 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137135856.000000 Penalty: 110674.398438
Iteration 354Q: 34 clusters Score -1.371359e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 44096 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51890 members 
Mstep: Class 6 contains 25974 members 
Mstep: Class 7 contains 49057 members 
Mstep: Class 8 contains 46905 members 
Mstep: Class 9 contains 24588 members 
Mstep: Class 10 contains 48717 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23548 members 
Mstep: Class 14 contains 31041 members 
Mstep: Class 15 contains 43693 members 
Mstep: Class 16 contains 56995 members 
Mstep: Class 17 contains 55078 members 
Mstep: Class 18 contains 4162 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 23206 members 
Mstep: Class 23 contains 27484 members 
Mstep: Class 24 contains 3651 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 44973 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 43847 members 
Mstep: Class 31 contains 24548 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136160.000000 Penalty: 110674.398438
Iteration 355Q: 34 clusters Score -1.371362e+08 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 44088 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51898 members 
Mstep: Class 6 contains 25951 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 46965 members 
Mstep: Class 9 contains 24407 members 
Mstep: Class 10 contains 48682 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23513 members 
Mstep: Class 14 contains 31020 members 
Mstep: Class 15 contains 43650 members 
Mstep: Class 16 contains 57107 members 
Mstep: Class 17 contains 54966 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3703 members 
Mstep: Class 22 contains 23211 members 
Mstep: Class 23 contains 27323 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 44932 members 
Mstep: Class 28 contains 4755 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 43784 members 
Mstep: Class 31 contains 25161 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136384.000000 Penalty: 110674.398438
Iteration 356Q: 34 clusters Score -1.371364e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 44100 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51827 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 24260 members 
Mstep: Class 10 contains 48663 members 
Mstep: Class 11 contains 2455 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23472 members 
Mstep: Class 14 contains 31000 members 
Mstep: Class 15 contains 43622 members 
Mstep: Class 16 contains 57189 members 
Mstep: Class 17 contains 54860 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3707 members 
Mstep: Class 22 contains 23202 members 
Mstep: Class 23 contains 27196 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 44872 members 
Mstep: Class 28 contains 4751 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 43741 members 
Mstep: Class 31 contains 25785 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136480.000000 Penalty: 110674.398438
Iteration 357Q: 34 clusters Score -1.371365e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 44103 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51758 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 49141 members 
Mstep: Class 8 contains 47028 members 
Mstep: Class 9 contains 24120 members 
Mstep: Class 10 contains 48654 members 
Mstep: Class 11 contains 2454 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23443 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 43577 members 
Mstep: Class 16 contains 57281 members 
Mstep: Class 17 contains 54686 members 
Mstep: Class 18 contains 4199 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3715 members 
Mstep: Class 22 contains 23199 members 
Mstep: Class 23 contains 27054 members 
Mstep: Class 24 contains 3631 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 44776 members 
Mstep: Class 28 contains 4743 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 43713 members 
Mstep: Class 31 contains 26440 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -137136608.000000 Penalty: 110674.398438
Iteration 358Q: 34 clusters Score -1.371366e+08 nChanged 3500
Entering ConstructFrom: 
Score: -137136608.000000 Penalty: 110674.398438
Entering ConstructFrom: 
Trying to split cluster 1 (5750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Entering Unmasked Estep 
Score: -1072840.250000 Penalty: 2146.924805
	Iteration 0F: 2 clusters Score -1072840 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 2930 members 
Entering Unmasked Estep 
Score: -1067833.500000 Penalty: 4293.849609
	Iteration 0F: 3 clusters Score -1067834 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1068985.625000 Penalty: 4293.849609
	Iteration 1F: 3 clusters Score -1068986 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1069183.750000 Penalty: 4293.849609
	Iteration 2F: 3 clusters Score -1069184 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1069312.250000 Penalty: 4293.849609
	Iteration 3Q: 3 clusters Score -1069312 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1069412.875000 Penalty: 4293.849609
	Iteration 4Q: 3 clusters Score -1069413 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1069496.625000 Penalty: 4293.849609
	Iteration 5Q: 3 clusters Score -1069497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1069553.000000 Penalty: 4293.849609
	Iteration 6Q: 3 clusters Score -1069553 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1069598.750000 Penalty: 4293.849609
	Iteration 7Q: 3 clusters Score -1069599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1069640.875000 Penalty: 4293.849609
	Iteration 8Q: 3 clusters Score -1069641 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1069679.375000 Penalty: 4293.849609
	Iteration 9Q: 3 clusters Score -1069679 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1069718.000000 Penalty: 4293.849609
	Iteration 10Q: 3 clusters Score -1069718 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1069763.625000 Penalty: 4293.849609
	Iteration 11Q: 3 clusters Score -1069764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1069801.750000 Penalty: 4293.849609
	Iteration 12Q: 3 clusters Score -1069802 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1069853.375000 Penalty: 4293.849609
	Iteration 13Q: 3 clusters Score -1069853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1069902.375000 Penalty: 4293.849609
	Iteration 14Q: 3 clusters Score -1069902 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1069958.750000 Penalty: 4293.849609
	Iteration 15Q: 3 clusters Score -1069959 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1070015.000000 Penalty: 4293.849609
	Iteration 16Q: 3 clusters Score -1070015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1070076.125000 Penalty: 4293.849609
	Iteration 17Q: 3 clusters Score -1070076 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1070150.375000 Penalty: 4293.849609
	Iteration 18Q: 3 clusters Score -1070150 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1070216.250000 Penalty: 4293.849609
	Iteration 19Q: 3 clusters Score -1070216 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1070294.750000 Penalty: 4293.849609
	Iteration 20F: 3 clusters Score -1070295 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1070393.125000 Penalty: 4293.849609
	Iteration 21Q: 3 clusters Score -1070393 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1070477.125000 Penalty: 4293.849609
	Iteration 22Q: 3 clusters Score -1070477 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1070528.750000 Penalty: 4293.849609
	Iteration 23Q: 3 clusters Score -1070529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1070580.750000 Penalty: 4293.849609
	Iteration 24Q: 3 clusters Score -1070581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1070635.500000 Penalty: 4293.849609
	Iteration 25Q: 3 clusters Score -1070636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1070681.875000 Penalty: 4293.849609
	Iteration 26Q: 3 clusters Score -1070682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1070719.000000 Penalty: 4293.849609
	Iteration 27Q: 3 clusters Score -1070719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1070752.875000 Penalty: 4293.849609
	Iteration 28Q: 3 clusters Score -1070753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1070782.500000 Penalty: 4293.849609
	Iteration 29Q: 3 clusters Score -1070782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1070806.000000 Penalty: 4293.849609
	Iteration 30Q: 3 clusters Score -1070806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1070819.375000 Penalty: 4293.849609
	Iteration 31Q: 3 clusters Score -1070819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1070838.625000 Penalty: 4293.849609
	Iteration 32Q: 3 clusters Score -1070839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1070850.500000 Penalty: 4293.849609
	Iteration 33Q: 3 clusters Score -1070850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1070862.750000 Penalty: 4293.849609
	Iteration 34Q: 3 clusters Score -1070863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1070877.750000 Penalty: 4293.849609
	Iteration 35Q: 3 clusters Score -1070878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1070889.500000 Penalty: 4293.849609
	Iteration 36Q: 3 clusters Score -1070890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1070898.250000 Penalty: 4293.849609
	Iteration 37Q: 3 clusters Score -1070898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1070910.375000 Penalty: 4293.849609
	Iteration 38Q: 3 clusters Score -1070910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1070919.250000 Penalty: 4293.849609
	Iteration 39Q: 3 clusters Score -1070919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1070930.125000 Penalty: 4293.849609
	Iteration 40F: 3 clusters Score -1070930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1070939.125000 Penalty: 4293.849609
	Iteration 41Q: 3 clusters Score -1070939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1070944.000000 Penalty: 4293.849609
	Iteration 42Q: 3 clusters Score -1070944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1070950.125000 Penalty: 4293.849609
	Iteration 43Q: 3 clusters Score -1070950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1070957.375000 Penalty: 4293.849609
	Iteration 44Q: 3 clusters Score -1070957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1070964.125000 Penalty: 4293.849609
	Iteration 45Q: 3 clusters Score -1070964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1070964.000000 Penalty: 4293.849609
	Iteration 46Q: 3 clusters Score -1070964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1070964.500000 Penalty: 4293.849609
	Iteration 47Q: 3 clusters Score -1070964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1070966.750000 Penalty: 4293.849609
	Iteration 48Q: 3 clusters Score -1070967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1070969.250000 Penalty: 4293.849609
	Iteration 49Q: 3 clusters Score -1070969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1070968.750000 Penalty: 4293.849609
	Iteration 50Q: 3 clusters Score -1070969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1070968.750000 Penalty: 4293.849609
	Iteration 51F: 3 clusters Score -1070969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Entering Unmasked Estep 
Score: -8263735.000000 Penalty: 2652.345215
	Iteration 0F: 2 clusters Score -8263735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -8234542.000000 Penalty: 5304.690430
	Iteration 0F: 3 clusters Score -8234542 nChanged 20319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8245676.500000 Penalty: 5304.690430
	Iteration 1F: 3 clusters Score -8245676 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8246196.500000 Penalty: 5304.690430
	Iteration 2Q: 3 clusters Score -8246196 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -8246790.000000 Penalty: 5304.690430
	Iteration 3Q: 3 clusters Score -8246790 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8247458.500000 Penalty: 5304.690430
	Iteration 4Q: 3 clusters Score -8247458 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -8248340.000000 Penalty: 5304.690430
	Iteration 5Q: 3 clusters Score -8248340 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -8249559.000000 Penalty: 5304.690430
	Iteration 6Q: 3 clusters Score -8249559 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -8251278.500000 Penalty: 5304.690430
	Iteration 7F: 3 clusters Score -8251278 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -8253312.500000 Penalty: 5304.690430
	Iteration 8F: 3 clusters Score -8253312 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 36225 members 
Entering Unmasked Estep 
Score: -8255435.000000 Penalty: 5304.690430
	Iteration 9F: 3 clusters Score -8255435 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8257440.500000 Penalty: 5304.690430
	Iteration 10F: 3 clusters Score -8257440 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8259000.500000 Penalty: 5304.690430
	Iteration 11Q: 3 clusters Score -8259000 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8260069.000000 Penalty: 5304.690430
	Iteration 12Q: 3 clusters Score -8260069 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8260698.000000 Penalty: 5304.690430
	Iteration 13Q: 3 clusters Score -8260698 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -8261027.500000 Penalty: 5304.690430
	Iteration 14Q: 3 clusters Score -8261028 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -8261209.000000 Penalty: 5304.690430
	Iteration 15Q: 3 clusters Score -8261209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8261308.500000 Penalty: 5304.690430
	Iteration 16Q: 3 clusters Score -8261308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8261363.000000 Penalty: 5304.690430
	Iteration 17Q: 3 clusters Score -8261363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8261386.500000 Penalty: 5304.690430
	Iteration 18Q: 3 clusters Score -8261386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8261409.500000 Penalty: 5304.690430
	Iteration 19Q: 3 clusters Score -8261410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8261426.000000 Penalty: 5304.690430
	Iteration 20F: 3 clusters Score -8261426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8261445.500000 Penalty: 5304.690430
	Iteration 21Q: 3 clusters Score -8261446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -8261458.000000 Penalty: 5304.690430
	Iteration 22Q: 3 clusters Score -8261458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8261466.500000 Penalty: 5304.690430
	Iteration 23Q: 3 clusters Score -8261466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8261470.500000 Penalty: 5304.690430
	Iteration 24Q: 3 clusters Score -8261470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8261465.500000 Penalty: 5304.690430
	Iteration 25Q: 3 clusters Score -8261466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8261471.000000 Penalty: 5304.690430
	Iteration 26Q: 3 clusters Score -8261471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8261473.000000 Penalty: 5304.690430
	Iteration 27Q: 3 clusters Score -8261473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8261475.000000 Penalty: 5304.690430
	Iteration 28Q: 3 clusters Score -8261475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8261477.500000 Penalty: 5304.690430
	Iteration 29Q: 3 clusters Score -8261478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8261480.500000 Penalty: 5304.690430
	Iteration 30Q: 3 clusters Score -8261480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8261480.500000 Penalty: 5304.690430
	Iteration 31F: 3 clusters Score -8261480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Entering Unmasked Estep 
Score: -76088.828125 Penalty: 1567.996094
	Iteration 0F: 2 clusters Score -76088.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -74581.578125 Penalty: 3135.992188
	Iteration 0F: 3 clusters Score -74581.58 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74870.929688 Penalty: 3135.992188
	Iteration 1F: 3 clusters Score -74870.93 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75062.812500 Penalty: 3135.992188
	Iteration 2F: 3 clusters Score -75062.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -75224.781250 Penalty: 3135.992188
	Iteration 3F: 3 clusters Score -75224.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75326.546875 Penalty: 3135.992188
	Iteration 4F: 3 clusters Score -75326.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -75428.734375 Penalty: 3135.992188
	Iteration 5Q: 3 clusters Score -75428.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75467.562500 Penalty: 3135.992188
	Iteration 6Q: 3 clusters Score -75467.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -75525.007812 Penalty: 3135.992188
	Iteration 7Q: 3 clusters Score -75525.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -75591.578125 Penalty: 3135.992188
	Iteration 8Q: 3 clusters Score -75591.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75671.859375 Penalty: 3135.992188
	Iteration 9Q: 3 clusters Score -75671.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75756.789062 Penalty: 3135.992188
	Iteration 10Q: 3 clusters Score -75756.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75862.664062 Penalty: 3135.992188
	Iteration 11Q: 3 clusters Score -75862.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75934.445312 Penalty: 3135.992188
	Iteration 12Q: 3 clusters Score -75934.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75954.554688 Penalty: 3135.992188
	Iteration 13Q: 3 clusters Score -75954.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75977.718750 Penalty: 3135.992188
	Iteration 14Q: 3 clusters Score -75977.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75977.718750 Penalty: 3135.992188
	Iteration 15F: 3 clusters Score -75977.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -97696.484375 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -97696.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -96116.367188 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -96116.37 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96486.460938 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -96486.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -96781.570312 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -96781.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96979.093750 Penalty: 3238.591797
	Iteration 3F: 3 clusters Score -96979.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97131.984375 Penalty: 3238.591797
	Iteration 4F: 3 clusters Score -97131.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -97221.492188 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -97221.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97266.570312 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -97266.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97283.835938 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -97283.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97302.156250 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -97302.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -97331.796875 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -97331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97352.734375 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -97352.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97361.335938 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -97361.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97365.226562 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -97365.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -97365.671875 Penalty: 3238.591797
	Iteration 13F: 3 clusters Score -97365.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97372.304688 Penalty: 3238.591797
	Iteration 14Q: 3 clusters Score -97372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -97372.304688 Penalty: 3238.591797
	Iteration 15F: 3 clusters Score -97372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Entering Unmasked Estep 
Score: -9762669.000000 Penalty: 2691.481689
	Iteration 0F: 2 clusters Score -9762669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -9731768.000000 Penalty: 5382.963379
	Iteration 0F: 3 clusters Score -9731768 nChanged 24036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -9745089.000000 Penalty: 5382.963379
	Iteration 1F: 3 clusters Score -9745089 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -9745672.000000 Penalty: 5382.963379
	Iteration 2Q: 3 clusters Score -9745672 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -9746289.000000 Penalty: 5382.963379
	Iteration 3Q: 3 clusters Score -9746289 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9746893.000000 Penalty: 5382.963379
	Iteration 4Q: 3 clusters Score -9746893 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -9747628.000000 Penalty: 5382.963379
	Iteration 5Q: 3 clusters Score -9747628 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -9748591.000000 Penalty: 5382.963379
	Iteration 6Q: 3 clusters Score -9748591 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -9749880.000000 Penalty: 5382.963379
	Iteration 7Q: 3 clusters Score -9749880 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -9751953.000000 Penalty: 5382.963379
	Iteration 8F: 3 clusters Score -9751953 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -9754720.000000 Penalty: 5382.963379
	Iteration 9F: 3 clusters Score -9754720 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -9757114.000000 Penalty: 5382.963379
	Iteration 10F: 3 clusters Score -9757114 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -9758239.000000 Penalty: 5382.963379
	Iteration 11Q: 3 clusters Score -9758239 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -9758885.000000 Penalty: 5382.963379
	Iteration 12Q: 3 clusters Score -9758885 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -9759337.000000 Penalty: 5382.963379
	Iteration 13Q: 3 clusters Score -9759337 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -9759694.000000 Penalty: 5382.963379
	Iteration 14Q: 3 clusters Score -9759694 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -9760039.000000 Penalty: 5382.963379
	Iteration 15Q: 3 clusters Score -9760039 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -9760246.000000 Penalty: 5382.963379
	Iteration 16Q: 3 clusters Score -9760246 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9760449.000000 Penalty: 5382.963379
	Iteration 17Q: 3 clusters Score -9760449 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -9760677.000000 Penalty: 5382.963379
	Iteration 18Q: 3 clusters Score -9760677 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -9760780.000000 Penalty: 5382.963379
	Iteration 19Q: 3 clusters Score -9760780 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -9760845.000000 Penalty: 5382.963379
	Iteration 20F: 3 clusters Score -9760845 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -9760938.000000 Penalty: 5382.963379
	Iteration 21Q: 3 clusters Score -9760938 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -9760961.000000 Penalty: 5382.963379
	Iteration 22Q: 3 clusters Score -9760961 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -9761042.000000 Penalty: 5382.963379
	Iteration 23Q: 3 clusters Score -9761042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -9761000.000000 Penalty: 5382.963379
	Iteration 24Q: 3 clusters Score -9761000 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -9760973.000000 Penalty: 5382.963379
	Iteration 25Q: 3 clusters Score -9760973 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -9760996.000000 Penalty: 5382.963379
	Iteration 26Q: 3 clusters Score -9760996 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9761014.000000 Penalty: 5382.963379
	Iteration 27Q: 3 clusters Score -9761014 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26870 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -9761005.000000 Penalty: 5382.963379
	Iteration 28Q: 3 clusters Score -9761005 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -9761012.000000 Penalty: 5382.963379
	Iteration 29Q: 3 clusters Score -9761012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -9760988.000000 Penalty: 5382.963379
	Iteration 30Q: 3 clusters Score -9760988 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -9760969.000000 Penalty: 5382.963379
	Iteration 31Q: 3 clusters Score -9760969 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -9760974.000000 Penalty: 5382.963379
	Iteration 32Q: 3 clusters Score -9760974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -9760959.000000 Penalty: 5382.963379
	Iteration 33Q: 3 clusters Score -9760959 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -9760915.000000 Penalty: 5382.963379
	Iteration 34Q: 3 clusters Score -9760915 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -9760913.000000 Penalty: 5382.963379
	Iteration 35Q: 3 clusters Score -9760913 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -9760885.000000 Penalty: 5382.963379
	Iteration 36Q: 3 clusters Score -9760885 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -9760890.000000 Penalty: 5382.963379
	Iteration 37Q: 3 clusters Score -9760890 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -9760902.000000 Penalty: 5382.963379
	Iteration 38Q: 3 clusters Score -9760902 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -9760890.000000 Penalty: 5382.963379
	Iteration 39Q: 3 clusters Score -9760890 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -9760908.000000 Penalty: 5382.963379
	Iteration 40F: 3 clusters Score -9760908 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -9760918.000000 Penalty: 5382.963379
	Iteration 41Q: 3 clusters Score -9760918 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -9760879.000000 Penalty: 5382.963379
	Iteration 42Q: 3 clusters Score -9760879 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -9760862.000000 Penalty: 5382.963379
	Iteration 43Q: 3 clusters Score -9760862 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -9760869.000000 Penalty: 5382.963379
	Iteration 44Q: 3 clusters Score -9760869 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -9760873.000000 Penalty: 5382.963379
	Iteration 45Q: 3 clusters Score -9760873 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -9760871.000000 Penalty: 5382.963379
	Iteration 46Q: 3 clusters Score -9760871 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -9760868.000000 Penalty: 5382.963379
	Iteration 47Q: 3 clusters Score -9760868 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -9760851.000000 Penalty: 5382.963379
	Iteration 48Q: 3 clusters Score -9760851 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -9760868.000000 Penalty: 5382.963379
	Iteration 49Q: 3 clusters Score -9760868 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31709 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -9760858.000000 Penalty: 5382.963379
	Iteration 50Q: 3 clusters Score -9760858 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -9760898.000000 Penalty: 5382.963379
	Iteration 51Q: 3 clusters Score -9760898 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -9760897.000000 Penalty: 5382.963379
	Iteration 52Q: 3 clusters Score -9760897 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -9760881.000000 Penalty: 5382.963379
	Iteration 53Q: 3 clusters Score -9760881 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -9760870.000000 Penalty: 5382.963379
	Iteration 54Q: 3 clusters Score -9760870 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -9760871.000000 Penalty: 5382.963379
	Iteration 55Q: 3 clusters Score -9760871 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -9760877.000000 Penalty: 5382.963379
	Iteration 56Q: 3 clusters Score -9760877 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -9760876.000000 Penalty: 5382.963379
	Iteration 57Q: 3 clusters Score -9760876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -9760852.000000 Penalty: 5382.963379
	Iteration 58Q: 3 clusters Score -9760852 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -9760875.000000 Penalty: 5382.963379
	Iteration 59Q: 3 clusters Score -9760875 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -9760866.000000 Penalty: 5382.963379
	Iteration 60F: 3 clusters Score -9760866 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -9760854.000000 Penalty: 5382.963379
	Iteration 61Q: 3 clusters Score -9760854 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -9760818.000000 Penalty: 5382.963379
	Iteration 62Q: 3 clusters Score -9760818 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -9760832.000000 Penalty: 5382.963379
	Iteration 63Q: 3 clusters Score -9760832 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -9760830.000000 Penalty: 5382.963379
	Iteration 64Q: 3 clusters Score -9760830 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -9760841.000000 Penalty: 5382.963379
	Iteration 65Q: 3 clusters Score -9760841 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -9760854.000000 Penalty: 5382.963379
	Iteration 66Q: 3 clusters Score -9760854 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -9760838.000000 Penalty: 5382.963379
	Iteration 67Q: 3 clusters Score -9760838 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -9760834.000000 Penalty: 5382.963379
	Iteration 68Q: 3 clusters Score -9760834 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -9760815.000000 Penalty: 5382.963379
	Iteration 69Q: 3 clusters Score -9760815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -9760827.000000 Penalty: 5382.963379
	Iteration 70Q: 3 clusters Score -9760827 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -9760851.000000 Penalty: 5382.963379
	Iteration 71Q: 3 clusters Score -9760851 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -9760859.000000 Penalty: 5382.963379
	Iteration 72Q: 3 clusters Score -9760859 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -9760834.000000 Penalty: 5382.963379
	Iteration 73Q: 3 clusters Score -9760834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -9760851.000000 Penalty: 5382.963379
	Iteration 74Q: 3 clusters Score -9760851 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -9760857.000000 Penalty: 5382.963379
	Iteration 75Q: 3 clusters Score -9760857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -9760855.000000 Penalty: 5382.963379
	Iteration 76Q: 3 clusters Score -9760855 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -9760851.000000 Penalty: 5382.963379
	Iteration 77Q: 3 clusters Score -9760851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -9760855.000000 Penalty: 5382.963379
	Iteration 78Q: 3 clusters Score -9760855 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -9760835.000000 Penalty: 5382.963379
	Iteration 79Q: 3 clusters Score -9760835 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -9760845.000000 Penalty: 5382.963379
	Iteration 80F: 3 clusters Score -9760845 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -9760845.000000 Penalty: 5382.963379
	Iteration 81Q: 3 clusters Score -9760845 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -9760850.000000 Penalty: 5382.963379
	Iteration 82Q: 3 clusters Score -9760850 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -9760834.000000 Penalty: 5382.963379
	Iteration 83Q: 3 clusters Score -9760834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -9760847.000000 Penalty: 5382.963379
	Iteration 84Q: 3 clusters Score -9760847 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -9760847.000000 Penalty: 5382.963379
	Iteration 85Q: 3 clusters Score -9760847 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -9760855.000000 Penalty: 5382.963379
	Iteration 86Q: 3 clusters Score -9760855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -9760857.000000 Penalty: 5382.963379
	Iteration 87Q: 3 clusters Score -9760857 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37144 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -9760854.000000 Penalty: 5382.963379
	Iteration 88Q: 3 clusters Score -9760854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -9760870.000000 Penalty: 5382.963379
	Iteration 89Q: 3 clusters Score -9760870 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -9760853.000000 Penalty: 5382.963379
	Iteration 90Q: 3 clusters Score -9760853 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -9760860.000000 Penalty: 5382.963379
	Iteration 91Q: 3 clusters Score -9760860 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -9760864.000000 Penalty: 5382.963379
	Iteration 92Q: 3 clusters Score -9760864 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -9760868.000000 Penalty: 5382.963379
	Iteration 93Q: 3 clusters Score -9760868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -9760890.000000 Penalty: 5382.963379
	Iteration 94Q: 3 clusters Score -9760890 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -9760907.000000 Penalty: 5382.963379
	Iteration 95Q: 3 clusters Score -9760907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -9760896.000000 Penalty: 5382.963379
	Iteration 96Q: 3 clusters Score -9760896 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -9760900.000000 Penalty: 5382.963379
	Iteration 97Q: 3 clusters Score -9760900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -9760906.000000 Penalty: 5382.963379
	Iteration 98Q: 3 clusters Score -9760906 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -9760909.000000 Penalty: 5382.963379
	Iteration 99Q: 3 clusters Score -9760909 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -9760900.000000 Penalty: 5382.963379
	Iteration 100F: 3 clusters Score -9760900 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -9760911.000000 Penalty: 5382.963379
	Iteration 101Q: 3 clusters Score -9760911 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -9760896.000000 Penalty: 5382.963379
	Iteration 102Q: 3 clusters Score -9760896 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -9760902.000000 Penalty: 5382.963379
	Iteration 103Q: 3 clusters Score -9760902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -9760903.000000 Penalty: 5382.963379
	Iteration 104Q: 3 clusters Score -9760903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -9760924.000000 Penalty: 5382.963379
	Iteration 105Q: 3 clusters Score -9760924 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -9760937.000000 Penalty: 5382.963379
	Iteration 106Q: 3 clusters Score -9760937 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -9760942.000000 Penalty: 5382.963379
	Iteration 107Q: 3 clusters Score -9760942 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -9760960.000000 Penalty: 5382.963379
	Iteration 108Q: 3 clusters Score -9760960 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -9760954.000000 Penalty: 5382.963379
	Iteration 109Q: 3 clusters Score -9760954 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -9760990.000000 Penalty: 5382.963379
	Iteration 110Q: 3 clusters Score -9760990 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -9761023.000000 Penalty: 5382.963379
	Iteration 111Q: 3 clusters Score -9761023 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -9761046.000000 Penalty: 5382.963379
	Iteration 112Q: 3 clusters Score -9761046 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -9761106.000000 Penalty: 5382.963379
	Iteration 113Q: 3 clusters Score -9761106 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -9761179.000000 Penalty: 5382.963379
	Iteration 114Q: 3 clusters Score -9761179 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9761220.000000 Penalty: 5382.963379
	Iteration 115Q: 3 clusters Score -9761220 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -9761314.000000 Penalty: 5382.963379
	Iteration 116Q: 3 clusters Score -9761314 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -9761325.000000 Penalty: 5382.963379
	Iteration 117Q: 3 clusters Score -9761325 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -9761414.000000 Penalty: 5382.963379
	Iteration 118Q: 3 clusters Score -9761414 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -9761494.000000 Penalty: 5382.963379
	Iteration 119Q: 3 clusters Score -9761494 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -9761583.000000 Penalty: 5382.963379
	Iteration 120F: 3 clusters Score -9761583 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -9761673.000000 Penalty: 5382.963379
	Iteration 121Q: 3 clusters Score -9761673 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -9761723.000000 Penalty: 5382.963379
	Iteration 122Q: 3 clusters Score -9761723 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -9761794.000000 Penalty: 5382.963379
	Iteration 123Q: 3 clusters Score -9761794 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -9761925.000000 Penalty: 5382.963379
	Iteration 124Q: 3 clusters Score -9761925 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -9761999.000000 Penalty: 5382.963379
	Iteration 125Q: 3 clusters Score -9761999 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -9762077.000000 Penalty: 5382.963379
	Iteration 126Q: 3 clusters Score -9762077 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -9762136.000000 Penalty: 5382.963379
	Iteration 127Q: 3 clusters Score -9762136 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -9762192.000000 Penalty: 5382.963379
	Iteration 128Q: 3 clusters Score -9762192 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -9762257.000000 Penalty: 5382.963379
	Iteration 129Q: 3 clusters Score -9762257 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -9762303.000000 Penalty: 5382.963379
	Iteration 130Q: 3 clusters Score -9762303 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -9762353.000000 Penalty: 5382.963379
	Iteration 131Q: 3 clusters Score -9762353 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -9762325.000000 Penalty: 5382.963379
	Iteration 132Q: 3 clusters Score -9762325 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -9762307.000000 Penalty: 5382.963379
	Iteration 133Q: 3 clusters Score -9762307 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -9762266.000000 Penalty: 5382.963379
	Iteration 134Q: 3 clusters Score -9762266 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -9762166.000000 Penalty: 5382.963379
	Iteration 135Q: 3 clusters Score -9762166 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -9762138.000000 Penalty: 5382.963379
	Iteration 136Q: 3 clusters Score -9762138 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -9762001.000000 Penalty: 5382.963379
	Iteration 137Q: 3 clusters Score -9762001 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -9761920.000000 Penalty: 5382.963379
	Iteration 138Q: 3 clusters Score -9761920 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -9761868.000000 Penalty: 5382.963379
	Iteration 139Q: 3 clusters Score -9761868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -9761910.000000 Penalty: 5382.963379
	Iteration 140F: 3 clusters Score -9761910 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9761901.000000 Penalty: 5382.963379
	Iteration 141Q: 3 clusters Score -9761901 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -9761842.000000 Penalty: 5382.963379
	Iteration 142Q: 3 clusters Score -9761842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -9761851.000000 Penalty: 5382.963379
	Iteration 143Q: 3 clusters Score -9761851 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -9761847.000000 Penalty: 5382.963379
	Iteration 144Q: 3 clusters Score -9761847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -9761824.000000 Penalty: 5382.963379
	Iteration 145Q: 3 clusters Score -9761824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -9761809.000000 Penalty: 5382.963379
	Iteration 146Q: 3 clusters Score -9761809 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -9761802.000000 Penalty: 5382.963379
	Iteration 147Q: 3 clusters Score -9761802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9761786.000000 Penalty: 5382.963379
	Iteration 148Q: 3 clusters Score -9761786 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9761748.000000 Penalty: 5382.963379
	Iteration 149Q: 3 clusters Score -9761748 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -9761750.000000 Penalty: 5382.963379
	Iteration 150Q: 3 clusters Score -9761750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49010 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -9761772.000000 Penalty: 5382.963379
	Iteration 151Q: 3 clusters Score -9761772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -9761754.000000 Penalty: 5382.963379
	Iteration 152Q: 3 clusters Score -9761754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9761744.000000 Penalty: 5382.963379
	Iteration 153Q: 3 clusters Score -9761744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9761741.000000 Penalty: 5382.963379
	Iteration 154Q: 3 clusters Score -9761741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49193 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9761718.000000 Penalty: 5382.963379
	Iteration 155Q: 3 clusters Score -9761718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9761720.000000 Penalty: 5382.963379
	Iteration 156Q: 3 clusters Score -9761720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9761733.000000 Penalty: 5382.963379
	Iteration 157Q: 3 clusters Score -9761733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -9761720.000000 Penalty: 5382.963379
	Iteration 158Q: 3 clusters Score -9761720 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9761709.000000 Penalty: 5382.963379
	Iteration 159Q: 3 clusters Score -9761709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9761712.000000 Penalty: 5382.963379
	Iteration 160F: 3 clusters Score -9761712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49370 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -9761714.000000 Penalty: 5382.963379
	Iteration 161Q: 3 clusters Score -9761714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49404 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -9761720.000000 Penalty: 5382.963379
	Iteration 162Q: 3 clusters Score -9761720 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -9761701.000000 Penalty: 5382.963379
	Iteration 163Q: 3 clusters Score -9761701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49455 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -9761682.000000 Penalty: 5382.963379
	Iteration 164Q: 3 clusters Score -9761682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49473 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9761661.000000 Penalty: 5382.963379
	Iteration 165Q: 3 clusters Score -9761661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49493 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9761659.000000 Penalty: 5382.963379
	Iteration 166Q: 3 clusters Score -9761659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9761635.000000 Penalty: 5382.963379
	Iteration 167Q: 3 clusters Score -9761635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9761639.000000 Penalty: 5382.963379
	Iteration 168Q: 3 clusters Score -9761639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9761636.000000 Penalty: 5382.963379
	Iteration 169Q: 3 clusters Score -9761636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -9761632.000000 Penalty: 5382.963379
	Iteration 170Q: 3 clusters Score -9761632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9761637.000000 Penalty: 5382.963379
	Iteration 171Q: 3 clusters Score -9761637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9761629.000000 Penalty: 5382.963379
	Iteration 172Q: 3 clusters Score -9761629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9761636.000000 Penalty: 5382.963379
	Iteration 173Q: 3 clusters Score -9761636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9761627.000000 Penalty: 5382.963379
	Iteration 174Q: 3 clusters Score -9761627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9761619.000000 Penalty: 5382.963379
	Iteration 175Q: 3 clusters Score -9761619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -9761616.000000 Penalty: 5382.963379
	Iteration 176Q: 3 clusters Score -9761616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9761625.000000 Penalty: 5382.963379
	Iteration 177Q: 3 clusters Score -9761625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9761626.000000 Penalty: 5382.963379
	Iteration 178Q: 3 clusters Score -9761626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9761610.000000 Penalty: 5382.963379
	Iteration 179Q: 3 clusters Score -9761610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49655 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9761610.000000 Penalty: 5382.963379
	Iteration 180F: 3 clusters Score -9761610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9761606.000000 Penalty: 5382.963379
	Iteration 181Q: 3 clusters Score -9761606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -9761589.000000 Penalty: 5382.963379
	Iteration 182Q: 3 clusters Score -9761589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -9761591.000000 Penalty: 5382.963379
	Iteration 183Q: 3 clusters Score -9761591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9761604.000000 Penalty: 5382.963379
	Iteration 184Q: 3 clusters Score -9761604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9761597.000000 Penalty: 5382.963379
	Iteration 185Q: 3 clusters Score -9761597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9761610.000000 Penalty: 5382.963379
	Iteration 186Q: 3 clusters Score -9761610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -9761602.000000 Penalty: 5382.963379
	Iteration 187Q: 3 clusters Score -9761602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9761608.000000 Penalty: 5382.963379
	Iteration 188Q: 3 clusters Score -9761608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -9761599.000000 Penalty: 5382.963379
	Iteration 189Q: 3 clusters Score -9761599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9761593.000000 Penalty: 5382.963379
	Iteration 190Q: 3 clusters Score -9761593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9761594.000000 Penalty: 5382.963379
	Iteration 191Q: 3 clusters Score -9761594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49736 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -9761596.000000 Penalty: 5382.963379
	Iteration 192Q: 3 clusters Score -9761596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9761593.000000 Penalty: 5382.963379
	Iteration 193Q: 3 clusters Score -9761593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -9761592.000000 Penalty: 5382.963379
	Iteration 194Q: 3 clusters Score -9761592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9761593.000000 Penalty: 5382.963379
	Iteration 195Q: 3 clusters Score -9761593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9761586.000000 Penalty: 5382.963379
	Iteration 196Q: 3 clusters Score -9761586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9761578.000000 Penalty: 5382.963379
	Iteration 197Q: 3 clusters Score -9761578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49749 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9761581.000000 Penalty: 5382.963379
	Iteration 198Q: 3 clusters Score -9761581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9761581.000000 Penalty: 5382.963379
	Iteration 199Q: 3 clusters Score -9761581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9761581.000000 Penalty: 5382.963379
	Iteration 200F: 3 clusters Score -9761581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Entering Unmasked Estep 
Score: -4852514.500000 Penalty: 2520.070312
	Iteration 0F: 2 clusters Score -4852514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -4834664.000000 Penalty: 5040.140625
	Iteration 0F: 3 clusters Score -4834664 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -4840655.500000 Penalty: 5040.140625
	Iteration 1F: 3 clusters Score -4840656 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4841000.500000 Penalty: 5040.140625
	Iteration 2Q: 3 clusters Score -4841000 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -4841260.000000 Penalty: 5040.140625
	Iteration 3Q: 3 clusters Score -4841260 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -4841528.000000 Penalty: 5040.140625
	Iteration 4Q: 3 clusters Score -4841528 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -4841765.500000 Penalty: 5040.140625
	Iteration 5Q: 3 clusters Score -4841766 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -4842041.000000 Penalty: 5040.140625
	Iteration 6Q: 3 clusters Score -4842041 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4842391.500000 Penalty: 5040.140625
	Iteration 7Q: 3 clusters Score -4842392 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -4842870.000000 Penalty: 5040.140625
	Iteration 8Q: 3 clusters Score -4842870 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4843547.500000 Penalty: 5040.140625
	Iteration 9Q: 3 clusters Score -4843548 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -4844536.500000 Penalty: 5040.140625
	Iteration 10F: 3 clusters Score -4844536 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -4845740.500000 Penalty: 5040.140625
	Iteration 11F: 3 clusters Score -4845740 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4847027.500000 Penalty: 5040.140625
	Iteration 12F: 3 clusters Score -4847028 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4848085.000000 Penalty: 5040.140625
	Iteration 13Q: 3 clusters Score -4848085 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4848854.500000 Penalty: 5040.140625
	Iteration 14Q: 3 clusters Score -4848854 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -4849384.000000 Penalty: 5040.140625
	Iteration 15Q: 3 clusters Score -4849384 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4849665.500000 Penalty: 5040.140625
	Iteration 16Q: 3 clusters Score -4849666 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -4849810.500000 Penalty: 5040.140625
	Iteration 17Q: 3 clusters Score -4849810 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -4849921.500000 Penalty: 5040.140625
	Iteration 18Q: 3 clusters Score -4849922 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -4850004.500000 Penalty: 5040.140625
	Iteration 19Q: 3 clusters Score -4850004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4850039.000000 Penalty: 5040.140625
	Iteration 20F: 3 clusters Score -4850039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -4850082.500000 Penalty: 5040.140625
	Iteration 21Q: 3 clusters Score -4850082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -4850121.500000 Penalty: 5040.140625
	Iteration 22Q: 3 clusters Score -4850122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -4850169.000000 Penalty: 5040.140625
	Iteration 23Q: 3 clusters Score -4850169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4850204.500000 Penalty: 5040.140625
	Iteration 24Q: 3 clusters Score -4850204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -4850222.000000 Penalty: 5040.140625
	Iteration 25Q: 3 clusters Score -4850222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -4850251.000000 Penalty: 5040.140625
	Iteration 26Q: 3 clusters Score -4850251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -4850282.500000 Penalty: 5040.140625
	Iteration 27Q: 3 clusters Score -4850282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4850280.000000 Penalty: 5040.140625
	Iteration 28Q: 3 clusters Score -4850280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -4850284.500000 Penalty: 5040.140625
	Iteration 29Q: 3 clusters Score -4850284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -4850291.000000 Penalty: 5040.140625
	Iteration 30Q: 3 clusters Score -4850291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4850283.500000 Penalty: 5040.140625
	Iteration 31Q: 3 clusters Score -4850284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4850295.000000 Penalty: 5040.140625
	Iteration 32Q: 3 clusters Score -4850295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -4850295.000000 Penalty: 5040.140625
	Iteration 33Q: 3 clusters Score -4850295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4850295.000000 Penalty: 5040.140625
	Iteration 34Q: 3 clusters Score -4850295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4850294.500000 Penalty: 5040.140625
	Iteration 35Q: 3 clusters Score -4850294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -4850292.500000 Penalty: 5040.140625
	Iteration 36Q: 3 clusters Score -4850292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -4850291.500000 Penalty: 5040.140625
	Iteration 37Q: 3 clusters Score -4850292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4850296.000000 Penalty: 5040.140625
	Iteration 38Q: 3 clusters Score -4850296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -4850297.000000 Penalty: 5040.140625
	Iteration 39Q: 3 clusters Score -4850297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4850306.000000 Penalty: 5040.140625
	Iteration 40F: 3 clusters Score -4850306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -4850303.500000 Penalty: 5040.140625
	Iteration 41Q: 3 clusters Score -4850304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4850300.500000 Penalty: 5040.140625
	Iteration 42Q: 3 clusters Score -4850300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -4850300.500000 Penalty: 5040.140625
	Iteration 43F: 3 clusters Score -4850300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Entering Unmasked Estep 
Score: -9262594.000000 Penalty: 2679.007324
	Iteration 0F: 2 clusters Score -9262594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -9232198.000000 Penalty: 5358.014648
	Iteration 0F: 3 clusters Score -9232198 nChanged 22679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -9244948.000000 Penalty: 5358.014648
	Iteration 1F: 3 clusters Score -9244948 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -9245658.000000 Penalty: 5358.014648
	Iteration 2Q: 3 clusters Score -9245658 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -9246402.000000 Penalty: 5358.014648
	Iteration 3Q: 3 clusters Score -9246402 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -9247260.000000 Penalty: 5358.014648
	Iteration 4Q: 3 clusters Score -9247260 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -9248515.000000 Penalty: 5358.014648
	Iteration 5Q: 3 clusters Score -9248515 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -9250272.000000 Penalty: 5358.014648
	Iteration 6F: 3 clusters Score -9250272 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -9252664.000000 Penalty: 5358.014648
	Iteration 7F: 3 clusters Score -9252664 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -9255175.000000 Penalty: 5358.014648
	Iteration 8F: 3 clusters Score -9255175 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -9257501.000000 Penalty: 5358.014648
	Iteration 9F: 3 clusters Score -9257501 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -9258954.000000 Penalty: 5358.014648
	Iteration 10Q: 3 clusters Score -9258954 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9259727.000000 Penalty: 5358.014648
	Iteration 11Q: 3 clusters Score -9259727 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9260104.000000 Penalty: 5358.014648
	Iteration 12Q: 3 clusters Score -9260104 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9260259.000000 Penalty: 5358.014648
	Iteration 13Q: 3 clusters Score -9260259 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9260327.000000 Penalty: 5358.014648
	Iteration 14Q: 3 clusters Score -9260327 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9260382.000000 Penalty: 5358.014648
	Iteration 15Q: 3 clusters Score -9260382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9260391.000000 Penalty: 5358.014648
	Iteration 16Q: 3 clusters Score -9260391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9260431.000000 Penalty: 5358.014648
	Iteration 17Q: 3 clusters Score -9260431 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9260443.000000 Penalty: 5358.014648
	Iteration 18Q: 3 clusters Score -9260443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9260469.000000 Penalty: 5358.014648
	Iteration 19Q: 3 clusters Score -9260469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9260491.000000 Penalty: 5358.014648
	Iteration 20F: 3 clusters Score -9260491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9260502.000000 Penalty: 5358.014648
	Iteration 21Q: 3 clusters Score -9260502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9260507.000000 Penalty: 5358.014648
	Iteration 22Q: 3 clusters Score -9260507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -9260517.000000 Penalty: 5358.014648
	Iteration 23Q: 3 clusters Score -9260517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9260529.000000 Penalty: 5358.014648
	Iteration 24Q: 3 clusters Score -9260529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9260519.000000 Penalty: 5358.014648
	Iteration 25Q: 3 clusters Score -9260519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9260525.000000 Penalty: 5358.014648
	Iteration 26Q: 3 clusters Score -9260525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9260527.000000 Penalty: 5358.014648
	Iteration 27Q: 3 clusters Score -9260527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9260526.000000 Penalty: 5358.014648
	Iteration 28Q: 3 clusters Score -9260526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9260525.000000 Penalty: 5358.014648
	Iteration 29Q: 3 clusters Score -9260525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9260525.000000 Penalty: 5358.014648
	Iteration 30F: 3 clusters Score -9260525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Entering Unmasked Estep 
Score: -8863176.000000 Penalty: 2668.007568
	Iteration 0F: 2 clusters Score -8863176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -8833022.000000 Penalty: 5336.015137
	Iteration 0F: 3 clusters Score -8833022 nChanged 21610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -8844781.000000 Penalty: 5336.015137
	Iteration 1F: 3 clusters Score -8844781 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -8845310.000000 Penalty: 5336.015137
	Iteration 2Q: 3 clusters Score -8845310 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8845835.000000 Penalty: 5336.015137
	Iteration 3Q: 3 clusters Score -8845835 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -8846577.000000 Penalty: 5336.015137
	Iteration 4Q: 3 clusters Score -8846577 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8847509.000000 Penalty: 5336.015137
	Iteration 5Q: 3 clusters Score -8847509 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -8849004.000000 Penalty: 5336.015137
	Iteration 6F: 3 clusters Score -8849004 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -8851254.000000 Penalty: 5336.015137
	Iteration 7F: 3 clusters Score -8851254 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -8854196.000000 Penalty: 5336.015137
	Iteration 8F: 3 clusters Score -8854196 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -8857060.000000 Penalty: 5336.015137
	Iteration 9F: 3 clusters Score -8857060 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8859181.000000 Penalty: 5336.015137
	Iteration 10F: 3 clusters Score -8859181 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8860147.000000 Penalty: 5336.015137
	Iteration 11Q: 3 clusters Score -8860147 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -8860586.000000 Penalty: 5336.015137
	Iteration 12Q: 3 clusters Score -8860586 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -8860734.000000 Penalty: 5336.015137
	Iteration 13Q: 3 clusters Score -8860734 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -8860796.000000 Penalty: 5336.015137
	Iteration 14Q: 3 clusters Score -8860796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8860823.000000 Penalty: 5336.015137
	Iteration 15Q: 3 clusters Score -8860823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -8860835.000000 Penalty: 5336.015137
	Iteration 16Q: 3 clusters Score -8860835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -8860854.000000 Penalty: 5336.015137
	Iteration 17Q: 3 clusters Score -8860854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8860865.000000 Penalty: 5336.015137
	Iteration 18Q: 3 clusters Score -8860865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8860870.000000 Penalty: 5336.015137
	Iteration 19Q: 3 clusters Score -8860870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -8860871.000000 Penalty: 5336.015137
	Iteration 20F: 3 clusters Score -8860871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -8860877.000000 Penalty: 5336.015137
	Iteration 21Q: 3 clusters Score -8860877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
Score: -8860882.000000 Penalty: 5336.015137
	Iteration 22Q: 3 clusters Score -8860882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -8860888.000000 Penalty: 5336.015137
	Iteration 23Q: 3 clusters Score -8860888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8860880.000000 Penalty: 5336.015137
	Iteration 24Q: 3 clusters Score -8860880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8860880.000000 Penalty: 5336.015137
	Iteration 25F: 3 clusters Score -8860880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (24010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Entering Unmasked Estep 
Score: -4458225.500000 Penalty: 2501.384033
	Iteration 0F: 2 clusters Score -4458226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4441598.500000 Penalty: 5002.768066
	Iteration 0F: 3 clusters Score -4441598 nChanged 10650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -4447256.500000 Penalty: 5002.768066
	Iteration 1F: 3 clusters Score -4447256 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -4447616.000000 Penalty: 5002.768066
	Iteration 2Q: 3 clusters Score -4447616 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4447921.500000 Penalty: 5002.768066
	Iteration 3Q: 3 clusters Score -4447922 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -4448222.000000 Penalty: 5002.768066
	Iteration 4Q: 3 clusters Score -4448222 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4448585.500000 Penalty: 5002.768066
	Iteration 5Q: 3 clusters Score -4448586 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -4449088.000000 Penalty: 5002.768066
	Iteration 6Q: 3 clusters Score -4449088 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -4449736.000000 Penalty: 5002.768066
	Iteration 7Q: 3 clusters Score -4449736 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4450744.000000 Penalty: 5002.768066
	Iteration 8F: 3 clusters Score -4450744 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4452176.500000 Penalty: 5002.768066
	Iteration 9F: 3 clusters Score -4452176 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -4453717.000000 Penalty: 5002.768066
	Iteration 10F: 3 clusters Score -4453717 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4454906.500000 Penalty: 5002.768066
	Iteration 11F: 3 clusters Score -4454906 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -4455659.000000 Penalty: 5002.768066
	Iteration 12Q: 3 clusters Score -4455659 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4456088.000000 Penalty: 5002.768066
	Iteration 13Q: 3 clusters Score -4456088 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4456307.000000 Penalty: 5002.768066
	Iteration 14Q: 3 clusters Score -4456307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4456417.500000 Penalty: 5002.768066
	Iteration 15Q: 3 clusters Score -4456418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4456492.000000 Penalty: 5002.768066
	Iteration 16Q: 3 clusters Score -4456492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4456547.500000 Penalty: 5002.768066
	Iteration 17Q: 3 clusters Score -4456548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4456567.000000 Penalty: 5002.768066
	Iteration 18Q: 3 clusters Score -4456567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4456583.000000 Penalty: 5002.768066
	Iteration 19Q: 3 clusters Score -4456583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4456583.000000 Penalty: 5002.768066
	Iteration 20F: 3 clusters Score -4456583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4456588.500000 Penalty: 5002.768066
	Iteration 21Q: 3 clusters Score -4456588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4456586.000000 Penalty: 5002.768066
	Iteration 22Q: 3 clusters Score -4456586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4456595.500000 Penalty: 5002.768066
	Iteration 23Q: 3 clusters Score -4456596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4456591.500000 Penalty: 5002.768066
	Iteration 24Q: 3 clusters Score -4456592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -4456594.500000 Penalty: 5002.768066
	Iteration 25Q: 3 clusters Score -4456594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4456599.500000 Penalty: 5002.768066
	Iteration 26Q: 3 clusters Score -4456600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4456602.000000 Penalty: 5002.768066
	Iteration 27Q: 3 clusters Score -4456602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4456602.000000 Penalty: 5002.768066
	Iteration 28Q: 3 clusters Score -4456602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4456603.000000 Penalty: 5002.768066
	Iteration 29Q: 3 clusters Score -4456603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4456604.000000 Penalty: 5002.768066
	Iteration 30Q: 3 clusters Score -4456604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4456604.000000 Penalty: 5002.768066
	Iteration 31F: 3 clusters Score -4456604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Entering Unmasked Estep 
Score: -9124477.000000 Penalty: 2676.450684
	Iteration 0F: 2 clusters Score -9124477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -9094548.000000 Penalty: 5352.901367
	Iteration 0F: 3 clusters Score -9094548 nChanged 22421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -9106637.000000 Penalty: 5352.901367
	Iteration 1F: 3 clusters Score -9106637 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -9107190.000000 Penalty: 5352.901367
	Iteration 2Q: 3 clusters Score -9107190 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -9107673.000000 Penalty: 5352.901367
	Iteration 3Q: 3 clusters Score -9107673 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -9108120.000000 Penalty: 5352.901367
	Iteration 4Q: 3 clusters Score -9108120 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -9108728.000000 Penalty: 5352.901367
	Iteration 5Q: 3 clusters Score -9108728 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -9109756.000000 Penalty: 5352.901367
	Iteration 6Q: 3 clusters Score -9109756 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -9111298.000000 Penalty: 5352.901367
	Iteration 7F: 3 clusters Score -9111298 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -9113615.000000 Penalty: 5352.901367
	Iteration 8F: 3 clusters Score -9113615 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -9116444.000000 Penalty: 5352.901367
	Iteration 9F: 3 clusters Score -9116444 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9119063.000000 Penalty: 5352.901367
	Iteration 10F: 3 clusters Score -9119063 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9120736.000000 Penalty: 5352.901367
	Iteration 11Q: 3 clusters Score -9120736 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9121492.000000 Penalty: 5352.901367
	Iteration 12Q: 3 clusters Score -9121492 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47420 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9121851.000000 Penalty: 5352.901367
	Iteration 13Q: 3 clusters Score -9121851 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9122002.000000 Penalty: 5352.901367
	Iteration 14Q: 3 clusters Score -9122002 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47898 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -9122104.000000 Penalty: 5352.901367
	Iteration 15Q: 3 clusters Score -9122104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9122160.000000 Penalty: 5352.901367
	Iteration 16Q: 3 clusters Score -9122160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9122216.000000 Penalty: 5352.901367
	Iteration 17Q: 3 clusters Score -9122216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9122243.000000 Penalty: 5352.901367
	Iteration 18Q: 3 clusters Score -9122243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9122268.000000 Penalty: 5352.901367
	Iteration 19Q: 3 clusters Score -9122268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9122272.000000 Penalty: 5352.901367
	Iteration 20F: 3 clusters Score -9122272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9122299.000000 Penalty: 5352.901367
	Iteration 21Q: 3 clusters Score -9122299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9122318.000000 Penalty: 5352.901367
	Iteration 22Q: 3 clusters Score -9122318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9122318.000000 Penalty: 5352.901367
	Iteration 23Q: 3 clusters Score -9122318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48157 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9122318.000000 Penalty: 5352.901367
	Iteration 24Q: 3 clusters Score -9122318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9122319.000000 Penalty: 5352.901367
	Iteration 25Q: 3 clusters Score -9122319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48172 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9122322.000000 Penalty: 5352.901367
	Iteration 26Q: 3 clusters Score -9122322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9122317.000000 Penalty: 5352.901367
	Iteration 27Q: 3 clusters Score -9122317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9122317.000000 Penalty: 5352.901367
	Iteration 28Q: 3 clusters Score -9122317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9122346.000000 Penalty: 5352.901367
	Iteration 29Q: 3 clusters Score -9122346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9122347.000000 Penalty: 5352.901367
	Iteration 30Q: 3 clusters Score -9122347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9122362.000000 Penalty: 5352.901367
	Iteration 31Q: 3 clusters Score -9122362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9122361.000000 Penalty: 5352.901367
	Iteration 32Q: 3 clusters Score -9122361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9122361.000000 Penalty: 5352.901367
	Iteration 33Q: 3 clusters Score -9122361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9122359.000000 Penalty: 5352.901367
	Iteration 34Q: 3 clusters Score -9122359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9122366.000000 Penalty: 5352.901367
	Iteration 35Q: 3 clusters Score -9122366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9122371.000000 Penalty: 5352.901367
	Iteration 36Q: 3 clusters Score -9122371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9122360.000000 Penalty: 5352.901367
	Iteration 37Q: 3 clusters Score -9122360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9122364.000000 Penalty: 5352.901367
	Iteration 38Q: 3 clusters Score -9122364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9122367.000000 Penalty: 5352.901367
	Iteration 39Q: 3 clusters Score -9122367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9122369.000000 Penalty: 5352.901367
	Iteration 40F: 3 clusters Score -9122369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9122373.000000 Penalty: 5352.901367
	Iteration 41Q: 3 clusters Score -9122373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9122368.000000 Penalty: 5352.901367
	Iteration 42Q: 3 clusters Score -9122368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9122371.000000 Penalty: 5352.901367
	Iteration 43Q: 3 clusters Score -9122371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9122375.000000 Penalty: 5352.901367
	Iteration 44Q: 3 clusters Score -9122375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9122382.000000 Penalty: 5352.901367
	Iteration 45Q: 3 clusters Score -9122382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9122380.000000 Penalty: 5352.901367
	Iteration 46Q: 3 clusters Score -9122380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9122380.000000 Penalty: 5352.901367
	Iteration 47F: 3 clusters Score -9122380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -428276.531250 Penalty: 1935.757690
	Iteration 0F: 2 clusters Score -428276.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -425397.968750 Penalty: 3871.515381
	Iteration 0F: 3 clusters Score -425398 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -426480.531250 Penalty: 3871.515381
	Iteration 1F: 3 clusters Score -426480.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -427211.468750 Penalty: 3871.515381
	Iteration 2F: 3 clusters Score -427211.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -427898.281250 Penalty: 3871.515381
	Iteration 3F: 3 clusters Score -427898.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -428263.000000 Penalty: 3871.515381
	Iteration 4F: 3 clusters Score -428263 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -428413.468750 Penalty: 3871.515381
	Iteration 5Q: 3 clusters Score -428413.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -428509.031250 Penalty: 3871.515381
	Iteration 6Q: 3 clusters Score -428509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -428554.031250 Penalty: 3871.515381
	Iteration 7Q: 3 clusters Score -428554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -428576.531250 Penalty: 3871.515381
	Iteration 8Q: 3 clusters Score -428576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -428590.593750 Penalty: 3871.515381
	Iteration 9Q: 3 clusters Score -428590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -428606.843750 Penalty: 3871.515381
	Iteration 10Q: 3 clusters Score -428606.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -428615.687500 Penalty: 3871.515381
	Iteration 11Q: 3 clusters Score -428615.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -428623.312500 Penalty: 3871.515381
	Iteration 12Q: 3 clusters Score -428623.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -428624.656250 Penalty: 3871.515381
	Iteration 13Q: 3 clusters Score -428624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -428625.937500 Penalty: 3871.515381
	Iteration 14Q: 3 clusters Score -428625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -428630.562500 Penalty: 3871.515381
	Iteration 15Q: 3 clusters Score -428630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -428636.093750 Penalty: 3871.515381
	Iteration 16Q: 3 clusters Score -428636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -428638.312500 Penalty: 3871.515381
	Iteration 17Q: 3 clusters Score -428638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -428638.312500 Penalty: 3871.515381
	Iteration 18F: 3 clusters Score -428638.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 557 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 51676 members 
Mstep: Class 6 contains 25889 members 
Mstep: Class 7 contains 49141 members 
Mstep: Class 8 contains 47009 members 
Mstep: Class 9 contains 24010 members 
Mstep: Class 10 contains 48637 members 
Mstep: Class 11 contains 2082 members 
Mstep: Class 12 contains 1515 members 
Mstep: Class 13 contains 23422 members 
Mstep: Class 14 contains 30985 members 
Mstep: Class 15 contains 43542 members 
Mstep: Class 16 contains 57347 members 
Mstep: Class 17 contains 54477 members 
Mstep: Class 18 contains 4210 members 
Mstep: Class 19 contains 502 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 3722 members 
Mstep: Class 22 contains 23193 members 
Mstep: Class 23 contains 26939 members 
Mstep: Class 24 contains 3624 members 
Mstep: Class 25 contains 246 members 
Mstep: Class 26 contains 510 members 
Mstep: Class 27 contains 44702 members 
Mstep: Class 28 contains 4738 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 43673 members 
Mstep: Class 31 contains 27182 members 
Mstep: Class 32 contains 500 members 
Mstep: Class 33 contains 48481 members 
Mstep: Class 34 contains 372 members 
Entering Unmasked Estep 
Score: -137135712.000000 Penalty: 114028.171875
Splitting cluster 11 changes total score from -137136608.000000 to -137135712.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -248558.390625 Penalty: 1816.146362
	Iteration 0F: 2 clusters Score -248558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -246321.468750 Penalty: 3632.292725
	Iteration 0F: 3 clusters Score -246321.5 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246997.828125 Penalty: 3632.292725
	Iteration 1F: 3 clusters Score -246997.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -247425.796875 Penalty: 3632.292725
	Iteration 2F: 3 clusters Score -247425.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -247692.937500 Penalty: 3632.292725
	Iteration 3F: 3 clusters Score -247692.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -247811.671875 Penalty: 3632.292725
	Iteration 4F: 3 clusters Score -247811.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247891.828125 Penalty: 3632.292725
	Iteration 5Q: 3 clusters Score -247891.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -247943.968750 Penalty: 3632.292725
	Iteration 6Q: 3 clusters Score -247944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -247968.437500 Penalty: 3632.292725
	Iteration 7Q: 3 clusters Score -247968.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -247979.140625 Penalty: 3632.292725
	Iteration 8Q: 3 clusters Score -247979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -247986.125000 Penalty: 3632.292725
	Iteration 9Q: 3 clusters Score -247986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -247989.640625 Penalty: 3632.292725
	Iteration 10Q: 3 clusters Score -247989.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -247991.625000 Penalty: 3632.292725
	Iteration 11Q: 3 clusters Score -247991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -247993.468750 Penalty: 3632.292725
	Iteration 12Q: 3 clusters Score -247993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -247995.468750 Penalty: 3632.292725
	Iteration 13Q: 3 clusters Score -247995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -247997.828125 Penalty: 3632.292725
	Iteration 14Q: 3 clusters Score -247997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -247997.828125 Penalty: 3632.292725
	Iteration 15F: 3 clusters Score -247997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (23422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Entering Unmasked Estep 
Score: -4374762.500000 Penalty: 2495.234863
	Iteration 0F: 2 clusters Score -4374762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4358368.500000 Penalty: 4990.469727
	Iteration 0F: 3 clusters Score -4358368 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -4363994.500000 Penalty: 4990.469727
	Iteration 1F: 3 clusters Score -4363994 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -4364356.000000 Penalty: 4990.469727
	Iteration 2Q: 3 clusters Score -4364356 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -4364624.500000 Penalty: 4990.469727
	Iteration 3Q: 3 clusters Score -4364624 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -4364860.500000 Penalty: 4990.469727
	Iteration 4Q: 3 clusters Score -4364860 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -4365088.000000 Penalty: 4990.469727
	Iteration 5Q: 3 clusters Score -4365088 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4365336.000000 Penalty: 4990.469727
	Iteration 6Q: 3 clusters Score -4365336 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4365720.000000 Penalty: 4990.469727
	Iteration 7Q: 3 clusters Score -4365720 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4366271.000000 Penalty: 4990.469727
	Iteration 8Q: 3 clusters Score -4366271 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -4367070.500000 Penalty: 4990.469727
	Iteration 9F: 3 clusters Score -4367070 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4368164.000000 Penalty: 4990.469727
	Iteration 10F: 3 clusters Score -4368164 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -4369485.000000 Penalty: 4990.469727
	Iteration 11F: 3 clusters Score -4369485 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4370685.000000 Penalty: 4990.469727
	Iteration 12F: 3 clusters Score -4370685 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4371625.500000 Penalty: 4990.469727
	Iteration 13Q: 3 clusters Score -4371626 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -4372128.500000 Penalty: 4990.469727
	Iteration 14Q: 3 clusters Score -4372128 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -4372369.500000 Penalty: 4990.469727
	Iteration 15Q: 3 clusters Score -4372370 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4372503.500000 Penalty: 4990.469727
	Iteration 16Q: 3 clusters Score -4372504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -4372586.000000 Penalty: 4990.469727
	Iteration 17Q: 3 clusters Score -4372586 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -4372638.000000 Penalty: 4990.469727
	Iteration 18Q: 3 clusters Score -4372638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -4372658.500000 Penalty: 4990.469727
	Iteration 19Q: 3 clusters Score -4372658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4372669.000000 Penalty: 4990.469727
	Iteration 20F: 3 clusters Score -4372669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -4372681.000000 Penalty: 4990.469727
	Iteration 21Q: 3 clusters Score -4372681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -4372683.500000 Penalty: 4990.469727
	Iteration 22Q: 3 clusters Score -4372684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -4372682.000000 Penalty: 4990.469727
	Iteration 23Q: 3 clusters Score -4372682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -4372681.500000 Penalty: 4990.469727
	Iteration 24Q: 3 clusters Score -4372682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4372680.000000 Penalty: 4990.469727
	Iteration 25Q: 3 clusters Score -4372680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -4372680.000000 Penalty: 4990.469727
	Iteration 26F: 3 clusters Score -4372680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Entering Unmasked Estep 
Score: -5801141.500000 Penalty: 2564.632080
	Iteration 0F: 2 clusters Score -5801142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -5780106.000000 Penalty: 5129.264160
	Iteration 0F: 3 clusters Score -5780106 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -5787800.000000 Penalty: 5129.264160
	Iteration 1F: 3 clusters Score -5787800 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -5788716.000000 Penalty: 5129.264160
	Iteration 2F: 3 clusters Score -5788716 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -5790070.000000 Penalty: 5129.264160
	Iteration 3F: 3 clusters Score -5790070 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -5791904.500000 Penalty: 5129.264160
	Iteration 4F: 3 clusters Score -5791904 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5794183.500000 Penalty: 5129.264160
	Iteration 5F: 3 clusters Score -5794184 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5796779.000000 Penalty: 5129.264160
	Iteration 6F: 3 clusters Score -5796779 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -5798769.000000 Penalty: 5129.264160
	Iteration 7F: 3 clusters Score -5798769 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -5799572.500000 Penalty: 5129.264160
	Iteration 8Q: 3 clusters Score -5799572 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5799776.000000 Penalty: 5129.264160
	Iteration 9Q: 3 clusters Score -5799776 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -5799867.000000 Penalty: 5129.264160
	Iteration 10Q: 3 clusters Score -5799867 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -5799918.500000 Penalty: 5129.264160
	Iteration 11Q: 3 clusters Score -5799918 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5799953.000000 Penalty: 5129.264160
	Iteration 12Q: 3 clusters Score -5799953 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5799956.000000 Penalty: 5129.264160
	Iteration 13Q: 3 clusters Score -5799956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -5799963.000000 Penalty: 5129.264160
	Iteration 14Q: 3 clusters Score -5799963 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -5799977.500000 Penalty: 5129.264160
	Iteration 15Q: 3 clusters Score -5799978 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 25942 members 
Entering Unmasked Estep 
Score: -5799969.500000 Penalty: 5129.264160
	Iteration 16Q: 3 clusters Score -5799970 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5799965.500000 Penalty: 5129.264160
	Iteration 17Q: 3 clusters Score -5799966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5799954.500000 Penalty: 5129.264160
	Iteration 18Q: 3 clusters Score -5799954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -5799946.000000 Penalty: 5129.264160
	Iteration 19Q: 3 clusters Score -5799946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -5799950.000000 Penalty: 5129.264160
	Iteration 20F: 3 clusters Score -5799950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5799957.000000 Penalty: 5129.264160
	Iteration 21Q: 3 clusters Score -5799957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -5799961.500000 Penalty: 5129.264160
	Iteration 22Q: 3 clusters Score -5799962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -5799957.500000 Penalty: 5129.264160
	Iteration 23Q: 3 clusters Score -5799958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5799959.000000 Penalty: 5129.264160
	Iteration 24Q: 3 clusters Score -5799959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -5799960.000000 Penalty: 5129.264160
	Iteration 25Q: 3 clusters Score -5799960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -5799961.000000 Penalty: 5129.264160
	Iteration 26Q: 3 clusters Score -5799961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5799953.000000 Penalty: 5129.264160
	Iteration 27Q: 3 clusters Score -5799953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -5799965.000000 Penalty: 5129.264160
	Iteration 28Q: 3 clusters Score -5799965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -5799959.000000 Penalty: 5129.264160
	Iteration 29Q: 3 clusters Score -5799959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -5799969.500000 Penalty: 5129.264160
	Iteration 30Q: 3 clusters Score -5799970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -5799965.500000 Penalty: 5129.264160
	Iteration 31Q: 3 clusters Score -5799966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -5799971.000000 Penalty: 5129.264160
	Iteration 32Q: 3 clusters Score -5799971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -5799969.500000 Penalty: 5129.264160
	Iteration 33Q: 3 clusters Score -5799970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5799978.500000 Penalty: 5129.264160
	Iteration 34Q: 3 clusters Score -5799978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5799973.000000 Penalty: 5129.264160
	Iteration 35Q: 3 clusters Score -5799973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -5799974.000000 Penalty: 5129.264160
	Iteration 36Q: 3 clusters Score -5799974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -5799973.000000 Penalty: 5129.264160
	Iteration 37Q: 3 clusters Score -5799973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5799968.500000 Penalty: 5129.264160
	Iteration 38Q: 3 clusters Score -5799968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -5799961.500000 Penalty: 5129.264160
	Iteration 39Q: 3 clusters Score -5799962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5799968.000000 Penalty: 5129.264160
	Iteration 40F: 3 clusters Score -5799968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -5799972.500000 Penalty: 5129.264160
	Iteration 41Q: 3 clusters Score -5799972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -5799972.000000 Penalty: 5129.264160
	Iteration 42Q: 3 clusters Score -5799972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5799972.000000 Penalty: 5129.264160
	Iteration 43Q: 3 clusters Score -5799972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -5799972.000000 Penalty: 5129.264160
	Iteration 44F: 3 clusters Score -5799972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (43542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Entering Unmasked Estep 
Score: -8062010.000000 Penalty: 2649.007324
	Iteration 0F: 2 clusters Score -8062010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -8032789.000000 Penalty: 5298.014648
	Iteration 0F: 3 clusters Score -8032789 nChanged 20021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8043784.500000 Penalty: 5298.014648
	Iteration 1F: 3 clusters Score -8043784 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8044218.500000 Penalty: 5298.014648
	Iteration 2Q: 3 clusters Score -8044218 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -8044584.500000 Penalty: 5298.014648
	Iteration 3Q: 3 clusters Score -8044584 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -8044946.000000 Penalty: 5298.014648
	Iteration 4Q: 3 clusters Score -8044946 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8045376.000000 Penalty: 5298.014648
	Iteration 5Q: 3 clusters Score -8045376 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -8046084.500000 Penalty: 5298.014648
	Iteration 6Q: 3 clusters Score -8046084 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -8047185.500000 Penalty: 5298.014648
	Iteration 7Q: 3 clusters Score -8047186 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -8048844.000000 Penalty: 5298.014648
	Iteration 8F: 3 clusters Score -8048844 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32504 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8050985.000000 Penalty: 5298.014648
	Iteration 9F: 3 clusters Score -8050985 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -8053261.000000 Penalty: 5298.014648
	Iteration 10F: 3 clusters Score -8053261 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -8055225.500000 Penalty: 5298.014648
	Iteration 11F: 3 clusters Score -8055226 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -8056877.000000 Penalty: 5298.014648
	Iteration 12Q: 3 clusters Score -8056877 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8058047.500000 Penalty: 5298.014648
	Iteration 13Q: 3 clusters Score -8058048 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8058807.500000 Penalty: 5298.014648
	Iteration 14Q: 3 clusters Score -8058808 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8059223.500000 Penalty: 5298.014648
	Iteration 15Q: 3 clusters Score -8059224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8059427.500000 Penalty: 5298.014648
	Iteration 16Q: 3 clusters Score -8059428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8059567.500000 Penalty: 5298.014648
	Iteration 17Q: 3 clusters Score -8059568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8059633.000000 Penalty: 5298.014648
	Iteration 18Q: 3 clusters Score -8059633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8059657.500000 Penalty: 5298.014648
	Iteration 19Q: 3 clusters Score -8059658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8059691.000000 Penalty: 5298.014648
	Iteration 20F: 3 clusters Score -8059691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8059717.500000 Penalty: 5298.014648
	Iteration 21Q: 3 clusters Score -8059718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8059727.500000 Penalty: 5298.014648
	Iteration 22Q: 3 clusters Score -8059728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8059730.500000 Penalty: 5298.014648
	Iteration 23Q: 3 clusters Score -8059730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8059748.000000 Penalty: 5298.014648
	Iteration 24Q: 3 clusters Score -8059748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8059771.000000 Penalty: 5298.014648
	Iteration 25Q: 3 clusters Score -8059771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8059775.000000 Penalty: 5298.014648
	Iteration 26Q: 3 clusters Score -8059775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8059785.500000 Penalty: 5298.014648
	Iteration 27Q: 3 clusters Score -8059786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8059786.500000 Penalty: 5298.014648
	Iteration 28Q: 3 clusters Score -8059786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8059791.000000 Penalty: 5298.014648
	Iteration 29Q: 3 clusters Score -8059791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8059799.000000 Penalty: 5298.014648
	Iteration 30Q: 3 clusters Score -8059799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8059810.500000 Penalty: 5298.014648
	Iteration 31Q: 3 clusters Score -8059810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8059813.500000 Penalty: 5298.014648
	Iteration 32Q: 3 clusters Score -8059814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8059834.500000 Penalty: 5298.014648
	Iteration 33Q: 3 clusters Score -8059834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8059833.500000 Penalty: 5298.014648
	Iteration 34Q: 3 clusters Score -8059834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8059839.000000 Penalty: 5298.014648
	Iteration 35Q: 3 clusters Score -8059839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8059840.500000 Penalty: 5298.014648
	Iteration 36Q: 3 clusters Score -8059840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8059843.000000 Penalty: 5298.014648
	Iteration 37Q: 3 clusters Score -8059843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8059843.000000 Penalty: 5298.014648
	Iteration 38F: 3 clusters Score -8059843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (57347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Entering Unmasked Estep 
Score: -10755785.000000 Penalty: 2717.305176
	Iteration 0F: 2 clusters Score -1.075578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -10724521.000000 Penalty: 5434.610352
	Iteration 0F: 3 clusters Score -1.072452e+07 nChanged 26665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -10739220.000000 Penalty: 5434.610352
	Iteration 1F: 3 clusters Score -1.073922e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -10739847.000000 Penalty: 5434.610352
	Iteration 2Q: 3 clusters Score -1.073985e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -10740318.000000 Penalty: 5434.610352
	Iteration 3Q: 3 clusters Score -1.074032e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -10740940.000000 Penalty: 5434.610352
	Iteration 4Q: 3 clusters Score -1.074094e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -10741649.000000 Penalty: 5434.610352
	Iteration 5Q: 3 clusters Score -1.074165e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -10742339.000000 Penalty: 5434.610352
	Iteration 6Q: 3 clusters Score -1.074234e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -10743397.000000 Penalty: 5434.610352
	Iteration 7Q: 3 clusters Score -1.07434e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -10744937.000000 Penalty: 5434.610352
	Iteration 8Q: 3 clusters Score -1.074494e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -10747131.000000 Penalty: 5434.610352
	Iteration 9F: 3 clusters Score -1.074713e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -10749530.000000 Penalty: 5434.610352
	Iteration 10F: 3 clusters Score -1.074953e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -10751701.000000 Penalty: 5434.610352
	Iteration 11F: 3 clusters Score -1.07517e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -10753052.000000 Penalty: 5434.610352
	Iteration 12Q: 3 clusters Score -1.075305e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -10753625.000000 Penalty: 5434.610352
	Iteration 13Q: 3 clusters Score -1.075362e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -10753823.000000 Penalty: 5434.610352
	Iteration 14Q: 3 clusters Score -1.075382e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -10753832.000000 Penalty: 5434.610352
	Iteration 15Q: 3 clusters Score -1.075383e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -10754544.000000 Penalty: 5434.610352
	Iteration 16Q: 3 clusters Score -1.075454e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -10754739.000000 Penalty: 5434.610352
	Iteration 17Q: 3 clusters Score -1.075474e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 51716 members 
Entering Unmasked Estep 
Score: -10754841.000000 Penalty: 5434.610352
	Iteration 18Q: 3 clusters Score -1.075484e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -10754882.000000 Penalty: 5434.610352
	Iteration 19Q: 3 clusters Score -1.075488e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 52980 members 
Entering Unmasked Estep 
Score: -10754923.000000 Penalty: 5434.610352
	Iteration 20F: 3 clusters Score -1.075492e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 53342 members 
Entering Unmasked Estep 
Score: -10754847.000000 Penalty: 5434.610352
	Iteration 21Q: 3 clusters Score -1.075485e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -10754817.000000 Penalty: 5434.610352
	Iteration 22Q: 3 clusters Score -1.075482e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 53788 members 
Entering Unmasked Estep 
Score: -10754846.000000 Penalty: 5434.610352
	Iteration 23Q: 3 clusters Score -1.075485e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 53977 members 
Entering Unmasked Estep 
Score: -10754864.000000 Penalty: 5434.610352
	Iteration 24Q: 3 clusters Score -1.075486e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -10754874.000000 Penalty: 5434.610352
	Iteration 25Q: 3 clusters Score -1.075487e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -10754864.000000 Penalty: 5434.610352
	Iteration 26Q: 3 clusters Score -1.075486e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -10754875.000000 Penalty: 5434.610352
	Iteration 27Q: 3 clusters Score -1.075488e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -10754881.000000 Penalty: 5434.610352
	Iteration 28Q: 3 clusters Score -1.075488e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -10754869.000000 Penalty: 5434.610352
	Iteration 29Q: 3 clusters Score -1.075487e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -10754859.000000 Penalty: 5434.610352
	Iteration 30Q: 3 clusters Score -1.075486e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 54737 members 
Entering Unmasked Estep 
Score: -10754858.000000 Penalty: 5434.610352
	Iteration 31Q: 3 clusters Score -1.075486e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 54790 members 
Entering Unmasked Estep 
Score: -10754833.000000 Penalty: 5434.610352
	Iteration 32Q: 3 clusters Score -1.075483e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -10754839.000000 Penalty: 5434.610352
	Iteration 33Q: 3 clusters Score -1.075484e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -10754826.000000 Penalty: 5434.610352
	Iteration 34Q: 3 clusters Score -1.075483e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 54940 members 
Entering Unmasked Estep 
Score: -10754793.000000 Penalty: 5434.610352
	Iteration 35Q: 3 clusters Score -1.075479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -10754793.000000 Penalty: 5434.610352
	Iteration 36Q: 3 clusters Score -1.075479e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -10754794.000000 Penalty: 5434.610352
	Iteration 37Q: 3 clusters Score -1.075479e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -10754785.000000 Penalty: 5434.610352
	Iteration 38Q: 3 clusters Score -1.075478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 55040 members 
Entering Unmasked Estep 
Score: -10754768.000000 Penalty: 5434.610352
	Iteration 39Q: 3 clusters Score -1.075477e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -10754751.000000 Penalty: 5434.610352
	Iteration 40F: 3 clusters Score -1.075475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -10754741.000000 Penalty: 5434.610352
	Iteration 41Q: 3 clusters Score -1.075474e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 55081 members 
Entering Unmasked Estep 
Score: -10754744.000000 Penalty: 5434.610352
	Iteration 42Q: 3 clusters Score -1.075474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 55092 members 
Entering Unmasked Estep 
Score: -10754745.000000 Penalty: 5434.610352
	Iteration 43Q: 3 clusters Score -1.075474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 55114 members 
Entering Unmasked Estep 
Score: -10754727.000000 Penalty: 5434.610352
	Iteration 44Q: 3 clusters Score -1.075473e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 55127 members 
Entering Unmasked Estep 
Score: -10754729.000000 Penalty: 5434.610352
	Iteration 45Q: 3 clusters Score -1.075473e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 55146 members 
Entering Unmasked Estep 
Score: -10754717.000000 Penalty: 5434.610352
	Iteration 46Q: 3 clusters Score -1.075472e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 55166 members 
Entering Unmasked Estep 
Score: -10754704.000000 Penalty: 5434.610352
	Iteration 47Q: 3 clusters Score -1.07547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -10754699.000000 Penalty: 5434.610352
	Iteration 48Q: 3 clusters Score -1.07547e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -10754690.000000 Penalty: 5434.610352
	Iteration 49Q: 3 clusters Score -1.075469e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -10754683.000000 Penalty: 5434.610352
	Iteration 50Q: 3 clusters Score -1.075468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -10754683.000000 Penalty: 5434.610352
	Iteration 51Q: 3 clusters Score -1.075468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -10754682.000000 Penalty: 5434.610352
	Iteration 52Q: 3 clusters Score -1.075468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -10754685.000000 Penalty: 5434.610352
	Iteration 53Q: 3 clusters Score -1.075468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10754682.000000 Penalty: 5434.610352
	Iteration 54Q: 3 clusters Score -1.075468e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -10754691.000000 Penalty: 5434.610352
	Iteration 55Q: 3 clusters Score -1.075469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10754695.000000 Penalty: 5434.610352
	Iteration 56Q: 3 clusters Score -1.07547e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -10754691.000000 Penalty: 5434.610352
	Iteration 57Q: 3 clusters Score -1.075469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -10754686.000000 Penalty: 5434.610352
	Iteration 58Q: 3 clusters Score -1.075469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -10754685.000000 Penalty: 5434.610352
	Iteration 59Q: 3 clusters Score -1.075468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 55257 members 
Entering Unmasked Estep 
Score: -10754685.000000 Penalty: 5434.610352
	Iteration 60F: 3 clusters Score -1.075468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 55266 members 
Entering Unmasked Estep 
Score: -10754682.000000 Penalty: 5434.610352
	Iteration 61Q: 3 clusters Score -1.075468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -10754679.000000 Penalty: 5434.610352
	Iteration 62Q: 3 clusters Score -1.075468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -10754676.000000 Penalty: 5434.610352
	Iteration 63Q: 3 clusters Score -1.075468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -10754663.000000 Penalty: 5434.610352
	Iteration 64Q: 3 clusters Score -1.075466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 55298 members 
Entering Unmasked Estep 
Score: -10754671.000000 Penalty: 5434.610352
	Iteration 65Q: 3 clusters Score -1.075467e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 55308 members 
Entering Unmasked Estep 
Score: -10754666.000000 Penalty: 5434.610352
	Iteration 66Q: 3 clusters Score -1.075467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -10754669.000000 Penalty: 5434.610352
	Iteration 67Q: 3 clusters Score -1.075467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -10754658.000000 Penalty: 5434.610352
	Iteration 68Q: 3 clusters Score -1.075466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 55349 members 
Entering Unmasked Estep 
Score: -10754642.000000 Penalty: 5434.610352
	Iteration 69Q: 3 clusters Score -1.075464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 55363 members 
Entering Unmasked Estep 
Score: -10754642.000000 Penalty: 5434.610352
	Iteration 70Q: 3 clusters Score -1.075464e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -10754634.000000 Penalty: 5434.610352
	Iteration 71Q: 3 clusters Score -1.075463e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -10754630.000000 Penalty: 5434.610352
	Iteration 72Q: 3 clusters Score -1.075463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 55407 members 
Entering Unmasked Estep 
Score: -10754625.000000 Penalty: 5434.610352
	Iteration 73Q: 3 clusters Score -1.075462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 55412 members 
Entering Unmasked Estep 
Score: -10754616.000000 Penalty: 5434.610352
	Iteration 74Q: 3 clusters Score -1.075462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -10754617.000000 Penalty: 5434.610352
	Iteration 75Q: 3 clusters Score -1.075462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -10754606.000000 Penalty: 5434.610352
	Iteration 76Q: 3 clusters Score -1.075461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 55424 members 
Entering Unmasked Estep 
Score: -10754611.000000 Penalty: 5434.610352
	Iteration 77Q: 3 clusters Score -1.075461e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -10754617.000000 Penalty: 5434.610352
	Iteration 78Q: 3 clusters Score -1.075462e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 55428 members 
Entering Unmasked Estep 
Score: -10754620.000000 Penalty: 5434.610352
	Iteration 79Q: 3 clusters Score -1.075462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -10754610.000000 Penalty: 5434.610352
	Iteration 80F: 3 clusters Score -1.075461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 55434 members 
Entering Unmasked Estep 
Score: -10754623.000000 Penalty: 5434.610352
	Iteration 81Q: 3 clusters Score -1.075462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 55436 members 
Entering Unmasked Estep 
Score: -10754626.000000 Penalty: 5434.610352
	Iteration 82Q: 3 clusters Score -1.075463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -10754628.000000 Penalty: 5434.610352
	Iteration 83Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 84Q: 3 clusters Score -1.075463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -10754636.000000 Penalty: 5434.610352
	Iteration 85Q: 3 clusters Score -1.075464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 55446 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 86Q: 3 clusters Score -1.075463e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -10754633.000000 Penalty: 5434.610352
	Iteration 87Q: 3 clusters Score -1.075463e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -10754635.000000 Penalty: 5434.610352
	Iteration 88Q: 3 clusters Score -1.075464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -10754639.000000 Penalty: 5434.610352
	Iteration 89Q: 3 clusters Score -1.075464e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -10754628.000000 Penalty: 5434.610352
	Iteration 90Q: 3 clusters Score -1.075463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 55471 members 
Entering Unmasked Estep 
Score: -10754625.000000 Penalty: 5434.610352
	Iteration 91Q: 3 clusters Score -1.075462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 55476 members 
Entering Unmasked Estep 
Score: -10754621.000000 Penalty: 5434.610352
	Iteration 92Q: 3 clusters Score -1.075462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 55478 members 
Entering Unmasked Estep 
Score: -10754618.000000 Penalty: 5434.610352
	Iteration 93Q: 3 clusters Score -1.075462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -10754608.000000 Penalty: 5434.610352
	Iteration 94Q: 3 clusters Score -1.075461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -10754620.000000 Penalty: 5434.610352
	Iteration 95Q: 3 clusters Score -1.075462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 55495 members 
Entering Unmasked Estep 
Score: -10754620.000000 Penalty: 5434.610352
	Iteration 96Q: 3 clusters Score -1.075462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -10754624.000000 Penalty: 5434.610352
	Iteration 97Q: 3 clusters Score -1.075462e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -10754637.000000 Penalty: 5434.610352
	Iteration 98Q: 3 clusters Score -1.075464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 55511 members 
Entering Unmasked Estep 
Score: -10754646.000000 Penalty: 5434.610352
	Iteration 99Q: 3 clusters Score -1.075465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 55518 members 
Entering Unmasked Estep 
Score: -10754626.000000 Penalty: 5434.610352
	Iteration 100F: 3 clusters Score -1.075463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 55523 members 
Entering Unmasked Estep 
Score: -10754629.000000 Penalty: 5434.610352
	Iteration 101Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 102Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 55531 members 
Entering Unmasked Estep 
Score: -10754629.000000 Penalty: 5434.610352
	Iteration 103Q: 3 clusters Score -1.075463e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 55533 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 104Q: 3 clusters Score -1.075463e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -10754626.000000 Penalty: 5434.610352
	Iteration 105Q: 3 clusters Score -1.075463e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -10754625.000000 Penalty: 5434.610352
	Iteration 106Q: 3 clusters Score -1.075462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -10754622.000000 Penalty: 5434.610352
	Iteration 107Q: 3 clusters Score -1.075462e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -10754634.000000 Penalty: 5434.610352
	Iteration 108Q: 3 clusters Score -1.075463e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -10754637.000000 Penalty: 5434.610352
	Iteration 109Q: 3 clusters Score -1.075464e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -10754624.000000 Penalty: 5434.610352
	Iteration 110Q: 3 clusters Score -1.075462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 111Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -10754641.000000 Penalty: 5434.610352
	Iteration 112Q: 3 clusters Score -1.075464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -10754641.000000 Penalty: 5434.610352
	Iteration 113Q: 3 clusters Score -1.075464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -10754641.000000 Penalty: 5434.610352
	Iteration 114Q: 3 clusters Score -1.075464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -10754638.000000 Penalty: 5434.610352
	Iteration 115Q: 3 clusters Score -1.075464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 55575 members 
Entering Unmasked Estep 
Score: -10754638.000000 Penalty: 5434.610352
	Iteration 116Q: 3 clusters Score -1.075464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -10754651.000000 Penalty: 5434.610352
	Iteration 117Q: 3 clusters Score -1.075465e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -10754646.000000 Penalty: 5434.610352
	Iteration 118Q: 3 clusters Score -1.075465e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -10754634.000000 Penalty: 5434.610352
	Iteration 119Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 55593 members 
Entering Unmasked Estep 
Score: -10754642.000000 Penalty: 5434.610352
	Iteration 120F: 3 clusters Score -1.075464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -10754642.000000 Penalty: 5434.610352
	Iteration 121Q: 3 clusters Score -1.075464e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -10754638.000000 Penalty: 5434.610352
	Iteration 122Q: 3 clusters Score -1.075464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 55601 members 
Entering Unmasked Estep 
Score: -10754639.000000 Penalty: 5434.610352
	Iteration 123Q: 3 clusters Score -1.075464e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -10754632.000000 Penalty: 5434.610352
	Iteration 124Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -10754637.000000 Penalty: 5434.610352
	Iteration 125Q: 3 clusters Score -1.075464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 55611 members 
Entering Unmasked Estep 
Score: -10754631.000000 Penalty: 5434.610352
	Iteration 126Q: 3 clusters Score -1.075463e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -10754628.000000 Penalty: 5434.610352
	Iteration 127Q: 3 clusters Score -1.075463e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -10754636.000000 Penalty: 5434.610352
	Iteration 128Q: 3 clusters Score -1.075464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -10754624.000000 Penalty: 5434.610352
	Iteration 129Q: 3 clusters Score -1.075462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 55620 members 
Entering Unmasked Estep 
Score: -10754617.000000 Penalty: 5434.610352
	Iteration 130Q: 3 clusters Score -1.075462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -10754618.000000 Penalty: 5434.610352
	Iteration 131Q: 3 clusters Score -1.075462e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -10754615.000000 Penalty: 5434.610352
	Iteration 132Q: 3 clusters Score -1.075462e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 55626 members 
Entering Unmasked Estep 
Score: -10754615.000000 Penalty: 5434.610352
	Iteration 133F: 3 clusters Score -1.075462e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (54477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Entering Unmasked Estep 
Score: -10224204.000000 Penalty: 2704.572266
	Iteration 0F: 2 clusters Score -1.02242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -10192119.000000 Penalty: 5409.144531
	Iteration 0F: 3 clusters Score -1.019212e+07 nChanged 25085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -10206158.000000 Penalty: 5409.144531
	Iteration 1F: 3 clusters Score -1.020616e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -10206794.000000 Penalty: 5409.144531
	Iteration 2Q: 3 clusters Score -1.020679e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -10207586.000000 Penalty: 5409.144531
	Iteration 3Q: 3 clusters Score -1.020759e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -10208851.000000 Penalty: 5409.144531
	Iteration 4Q: 3 clusters Score -1.020885e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -10210731.000000 Penalty: 5409.144531
	Iteration 5F: 3 clusters Score -1.021073e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -10213479.000000 Penalty: 5409.144531
	Iteration 6F: 3 clusters Score -1.021348e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -10216356.000000 Penalty: 5409.144531
	Iteration 7F: 3 clusters Score -1.021636e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -10218602.000000 Penalty: 5409.144531
	Iteration 8F: 3 clusters Score -1.02186e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50895 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -10220359.000000 Penalty: 5409.144531
	Iteration 9Q: 3 clusters Score -1.022036e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10221125.000000 Penalty: 5409.144531
	Iteration 10Q: 3 clusters Score -1.022112e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -10221501.000000 Penalty: 5409.144531
	Iteration 11Q: 3 clusters Score -1.02215e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53750 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10221723.000000 Penalty: 5409.144531
	Iteration 12Q: 3 clusters Score -1.022172e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10221808.000000 Penalty: 5409.144531
	Iteration 13Q: 3 clusters Score -1.022181e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54014 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -10221834.000000 Penalty: 5409.144531
	Iteration 14Q: 3 clusters Score -1.022183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54060 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -10221898.000000 Penalty: 5409.144531
	Iteration 15Q: 3 clusters Score -1.02219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10221954.000000 Penalty: 5409.144531
	Iteration 16Q: 3 clusters Score -1.022195e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10221974.000000 Penalty: 5409.144531
	Iteration 17Q: 3 clusters Score -1.022197e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -10221980.000000 Penalty: 5409.144531
	Iteration 18Q: 3 clusters Score -1.022198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10221997.000000 Penalty: 5409.144531
	Iteration 19Q: 3 clusters Score -1.0222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10221995.000000 Penalty: 5409.144531
	Iteration 20F: 3 clusters Score -1.0222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10222011.000000 Penalty: 5409.144531
	Iteration 21Q: 3 clusters Score -1.022201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10222002.000000 Penalty: 5409.144531
	Iteration 22Q: 3 clusters Score -1.0222e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54137 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -10222003.000000 Penalty: 5409.144531
	Iteration 23Q: 3 clusters Score -1.0222e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54135 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -10222001.000000 Penalty: 5409.144531
	Iteration 24Q: 3 clusters Score -1.0222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10222010.000000 Penalty: 5409.144531
	Iteration 25Q: 3 clusters Score -1.022201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -10222010.000000 Penalty: 5409.144531
	Iteration 26F: 3 clusters Score -1.022201e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -786959.875000 Penalty: 2069.614014
	Iteration 0F: 2 clusters Score -786959.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -782908.250000 Penalty: 4139.228027
	Iteration 0F: 3 clusters Score -782908.2 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -783803.125000 Penalty: 4139.228027
	Iteration 1F: 3 clusters Score -783803.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -783999.687500 Penalty: 4139.228027
	Iteration 2F: 3 clusters Score -783999.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -784116.937500 Penalty: 4139.228027
	Iteration 3Q: 3 clusters Score -784116.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -784223.312500 Penalty: 4139.228027
	Iteration 4Q: 3 clusters Score -784223.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -784318.187500 Penalty: 4139.228027
	Iteration 5Q: 3 clusters Score -784318.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contai